> Training Environment: | > Backend: Torch | > Mixed precision: True | > Precision: fp16 | > Current device: 0 | > Num. of GPUs: 2 | > Num. of CPUs: 24 | > Num. of Torch Threads: 24 | > Torch seed: 54321 | > Torch CUDNN: True | > Torch CUDNN deterministic: False | > Torch CUDNN benchmark: False | > Torch TF32 MatMul: False > Start Tensorboard: tensorboard --logdir=yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688 > Using PyTorch DDP > Restoring from best_model.pth ... > Restoring Model... > Partial model initialization... | > Layer missing in the model definition: posterior_encoder.enc.in_layers.0.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.0.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.1.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.1.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.2.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.2.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.3.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.3.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.4.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.4.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.5.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.5.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.6.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.6.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.7.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.7.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.8.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.8.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.9.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.9.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.10.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.10.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.11.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.11.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.12.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.12.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.13.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.13.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.14.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.14.weight_v | > Layer missing in the model definition: posterior_encoder.enc.in_layers.15.weight_g | > Layer missing in the model definition: posterior_encoder.enc.in_layers.15.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.0.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.0.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.1.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.1.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.2.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.2.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.3.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.3.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.4.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.4.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.5.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.5.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.6.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.6.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.7.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.7.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.8.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.8.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.9.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.9.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.10.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.10.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.11.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.11.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.12.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.12.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.13.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.13.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.14.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.14.weight_v | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.15.weight_g | > Layer missing in the model definition: posterior_encoder.enc.res_skip_layers.15.weight_v | > Layer missing in the model definition: posterior_encoder.enc.cond_layer.weight_g | > Layer missing in the model definition: posterior_encoder.enc.cond_layer.weight_v | > Layer missing in the model definition: flow.flows.0.enc.in_layers.0.weight_g | > Layer missing in the model definition: flow.flows.0.enc.in_layers.0.weight_v | > Layer missing in the model definition: flow.flows.0.enc.in_layers.1.weight_g | > Layer missing in the model definition: flow.flows.0.enc.in_layers.1.weight_v | > Layer missing in the model definition: flow.flows.0.enc.in_layers.2.weight_g | > Layer missing in the model definition: flow.flows.0.enc.in_layers.2.weight_v | > Layer missing in the model definition: 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model definition: flow.flows.1.enc.in_layers.0.weight_g | > Layer missing in the model definition: flow.flows.1.enc.in_layers.0.weight_v | > Layer missing in the model definition: flow.flows.1.enc.in_layers.1.weight_g | > Layer missing in the model definition: flow.flows.1.enc.in_layers.1.weight_v | > Layer missing in the model definition: flow.flows.1.enc.in_layers.2.weight_g | > Layer missing in the model definition: flow.flows.1.enc.in_layers.2.weight_v | > Layer missing in the model definition: flow.flows.1.enc.in_layers.3.weight_g | > Layer missing in the model definition: flow.flows.1.enc.in_layers.3.weight_v | > Layer missing in the model definition: flow.flows.1.enc.res_skip_layers.0.weight_g | > Layer missing in the model definition: flow.flows.1.enc.res_skip_layers.0.weight_v | > Layer missing in the model definition: flow.flows.1.enc.res_skip_layers.1.weight_g | > Layer missing in the model definition: flow.flows.1.enc.res_skip_layers.1.weight_v | > Layer missing in the 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waveform_decoder.resblocks.8.convs.0.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.8.convs.0.weight_v | > Layer missing in the model definition: waveform_decoder.resblocks.8.convs.1.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.8.convs.1.weight_v | > Layer missing in the model definition: waveform_decoder.resblocks.9.convs.0.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.9.convs.0.weight_v | > Layer missing in the model definition: waveform_decoder.resblocks.9.convs.1.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.9.convs.1.weight_v | > Layer missing in the model definition: waveform_decoder.resblocks.10.convs.0.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.10.convs.0.weight_v | > Layer missing in the model definition: waveform_decoder.resblocks.10.convs.1.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.10.convs.1.weight_v | > Layer missing in the model definition: waveform_decoder.resblocks.11.convs.0.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.11.convs.0.weight_v | > Layer missing in the model definition: waveform_decoder.resblocks.11.convs.1.weight_g | > Layer missing in the model definition: waveform_decoder.resblocks.11.convs.1.weight_v | > Layer missing in the model definition: disc.nets.0.convs.0.weight_g | > Layer missing in the model definition: disc.nets.0.convs.0.weight_v | > Layer missing in the model definition: disc.nets.0.convs.1.weight_g | > Layer missing in the model definition: disc.nets.0.convs.1.weight_v | > Layer missing in the model definition: disc.nets.0.convs.2.weight_g | > Layer missing in the model definition: disc.nets.0.convs.2.weight_v | > Layer missing in the model definition: disc.nets.0.convs.3.weight_g | > Layer missing in the model definition: disc.nets.0.convs.3.weight_v | > Layer missing 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Layer missing in the checkpoint: posterior_encoder.enc.in_layers.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.2.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.2.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.3.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.3.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.4.parametrizations.weight.original0 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.4.parametrizations.weight.original1 | > Layer missing in the checkpoint: posterior_encoder.enc.in_layers.5.parametrizations.weight.original0 | > Layer missing in the checkpoint: 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waveform_decoder.resblocks.5.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.6.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.6.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.6.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.6.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.7.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.7.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.7.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.7.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: 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waveform_decoder.resblocks.10.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.10.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.10.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.11.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.11.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: waveform_decoder.resblocks.11.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: waveform_decoder.resblocks.11.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.0.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.0.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.0.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.0.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.0.convs.2.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.0.convs.2.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.0.convs.3.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.0.convs.3.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.0.convs.4.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.0.convs.4.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.0.convs.5.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.0.convs.5.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.0.conv_post.parametrizations.weight.original0 | > Layer missing in the checkpoint: 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checkpoint: disc.nets.1.conv_post.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.1.conv_post.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.2.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.2.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.2.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.2.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.2.convs.2.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.2.convs.2.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.2.convs.3.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.2.convs.3.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.2.convs.4.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.2.convs.4.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.2.conv_post.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.2.conv_post.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.3.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.3.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.3.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.3.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.3.convs.2.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.3.convs.2.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.3.convs.3.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.3.convs.3.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.3.convs.4.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.3.convs.4.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.3.conv_post.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.3.conv_post.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.4.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.4.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.4.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.4.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.4.convs.2.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.4.convs.2.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.4.convs.3.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.4.convs.3.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.4.convs.4.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.4.convs.4.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.4.conv_post.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.4.conv_post.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.5.convs.0.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.5.convs.0.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.5.convs.1.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.5.convs.1.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.5.convs.2.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.5.convs.2.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.5.convs.3.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.5.convs.3.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.5.convs.4.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.5.convs.4.parametrizations.weight.original1 | > Layer missing in the checkpoint: disc.nets.5.conv_post.parametrizations.weight.original0 | > Layer missing in the checkpoint: disc.nets.5.conv_post.parametrizations.weight.original1 | > Layer dimention missmatch between model definition and checkpoint: emb_l.weight | > Layer dimention missmatch between model definition and checkpoint: text_encoder.emb.weight | > 629 / 899 layers are restored. > Model restored from step 45862 > Model has 86791872 parameters  > EPOCH: 0/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 13:25:29)   --> TIME: 2025-05-08 13:26:06 -- STEP: 37/725 -- GLOBAL_STEP: 45900 | > loss_disc: 2.5729832649230957 (2.2316845429910197) | > loss_disc_real_0: 0.07681035995483398 (0.1300234771459489) | > loss_disc_real_1: 0.1688106507062912 (0.1827086351207785) | > loss_disc_real_2: 0.17527352273464203 (0.18677433217699463) | > loss_disc_real_3: 0.20538495481014252 (0.19071094450112935) | > loss_disc_real_4: 0.20092426240444183 (0.21295815867346687) | > loss_disc_real_5: 0.187169149518013 (0.15886562035695925) | > loss_0: 2.5729832649230957 (2.2316845429910197) | > grad_norm_0: tensor(83.8712, device='cuda:0') (tensor(24.3160, device='cuda:0')) | > loss_gen: 2.5248703956604004 (2.8817207168888404) | > loss_kl: 2.5195281505584717 (3.2273994136501) | > loss_feat: 9.360711097717285 (9.28287280572427) | > loss_mel: 17.511987686157227 (17.046533197970003) | > loss_duration: 1.9869903326034546 (1.9462451999251906) | > amp_scaler: 128.0 (1020.5405405405405) | > loss_1: 33.90408706665039 (34.38477129549593) | > grad_norm_1: tensor(868.2993, device='cuda:0') (tensor(251.6760, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8474 (0.8890705237517486) | > loader_time: 0.0101 (0.010130186338682432)  --> TIME: 2025-05-08 13:26:50 -- STEP: 87/725 -- GLOBAL_STEP: 45950 | > loss_disc: 2.3242290019989014 (2.322491717064518) | > loss_disc_real_0: 0.15057894587516785 (0.14499702420214122) | > loss_disc_real_1: 0.17674368619918823 (0.19492016852587127) | > loss_disc_real_2: 0.19493620097637177 (0.19663800256348204) | > loss_disc_real_3: 0.2071986198425293 (0.2038492240097331) | > loss_disc_real_4: 0.20893868803977966 (0.21805609300218778) | > loss_disc_real_5: 0.21290118992328644 (0.1956349920438623) | > loss_0: 2.3242290019989014 (2.322491717064518) | > grad_norm_0: tensor(6.1228, device='cuda:0') (tensor(22.6440, device='cuda:0')) | > loss_gen: 2.558070659637451 (2.737047453036253) | > loss_kl: 2.468310594558716 (2.8141753618744603) | > loss_feat: 7.333218574523926 (8.691587990727921) | > loss_mel: 15.157919883728027 (16.44358265536954) | > loss_duration: 2.0637574195861816 (2.004837034762591) | > amp_scaler: 128.0 (507.5862068965518) | > loss_1: 29.58127784729004 (32.691230598537395) | > grad_norm_1: tensor(331.1096, device='cuda:0') (tensor(723.2444, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8217 (0.8753165212170831) | > loader_time: 0.0121 (0.010623759236829037)  --> TIME: 2025-05-08 13:27:34 -- STEP: 137/725 -- GLOBAL_STEP: 46000 | > loss_disc: 2.2407078742980957 (2.325953299111693) | > loss_disc_real_0: 0.21317845582962036 (0.15378413602274696) | > loss_disc_real_1: 0.19261837005615234 (0.19656874826789777) | > loss_disc_real_2: 0.1778097152709961 (0.1986511312153218) | > loss_disc_real_3: 0.23348970711231232 (0.2041352754526765) | > loss_disc_real_4: 0.16678187251091003 (0.2162107048678572) | > loss_disc_real_5: 0.20738139748573303 (0.19765748806895997) | > loss_0: 2.2407078742980957 (2.325953299111693) | > grad_norm_0: tensor(39.4466, device='cuda:0') (tensor(25.9596, device='cuda:0')) | > loss_gen: 2.7662782669067383 (2.728616801491619) | > loss_kl: 2.306340217590332 (2.658761598768026) | > loss_feat: 9.693192481994629 (8.69684588648107) | > loss_mel: 15.910417556762695 (16.317528153858046) | > loss_duration: 2.152255058288574 (2.0585448541780464) | > amp_scaler: 64.0 (348.963503649635) | > loss_1: 32.82848358154297 (32.46029732697202) | > grad_norm_1: tensor(1235.0463, device='cuda:0') (tensor(817.8539, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.829 (0.8691155475421544) | > loader_time: 0.0115 (0.010613396219963578) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_46000.pth  --> TIME: 2025-05-08 13:28:20 -- STEP: 187/725 -- GLOBAL_STEP: 46050 | > loss_disc: 2.0424041748046875 (2.3089256911354266) | > loss_disc_real_0: 0.12177600711584091 (0.15164062438562595) | > loss_disc_real_1: 0.1950133740901947 (0.19678920722581486) | > loss_disc_real_2: 0.19859981536865234 (0.19849257031704656) | > loss_disc_real_3: 0.19093680381774902 (0.2030161941912085) | > loss_disc_real_4: 0.2217095047235489 (0.21551605684553238) | > loss_disc_real_5: 0.15093736350536346 (0.19875865947594612) | > loss_0: 2.0424041748046875 (2.3089256911354266) | > grad_norm_0: tensor(33.7357, device='cuda:0') (tensor(26.2320, device='cuda:0')) | > loss_gen: 2.9546165466308594 (2.737952398106376) | > loss_kl: 2.3432681560516357 (2.586945996564976) | > loss_feat: 10.177041053771973 (8.741922279092716) | > loss_mel: 16.707408905029297 (16.240907822063264) | > loss_duration: 2.2089638710021973 (2.091170236388631) | > amp_scaler: 64.0 (272.7700534759359) | > loss_1: 34.391300201416016 (32.3988987009793) | > grad_norm_1: tensor(502.3183, device='cuda:0') (tensor(901.1182, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8633 (0.8653837742015) | > loader_time: 0.0115 (0.01071297676168024)  --> TIME: 2025-05-08 13:29:04 -- STEP: 237/725 -- GLOBAL_STEP: 46100 | > loss_disc: 2.2233152389526367 (2.2999054912776384) | > loss_disc_real_0: 0.12208277732133865 (0.15039895391602556) | > loss_disc_real_1: 0.20785947144031525 (0.19859088875573397) | > loss_disc_real_2: 0.20219360291957855 (0.19853422243761115) | > loss_disc_real_3: 0.22867576777935028 (0.20180868115354691) | > loss_disc_real_4: 0.2604483664035797 (0.21439888488642778) | > loss_disc_real_5: 0.18795235455036163 (0.19856766359841269) | > loss_0: 2.2233152389526367 (2.2999054912776384) | > grad_norm_0: tensor(39.9698, device='cuda:0') (tensor(28.6457, device='cuda:0')) | > loss_gen: 3.0115747451782227 (2.7490508596605387) | > loss_kl: 2.3149776458740234 (2.5236529871381275) | > loss_feat: 10.337928771972656 (8.772467126323193) | > loss_mel: 18.078174591064453 (16.197374500805825) | > loss_duration: 2.110790252685547 (2.1078010777380913) | > amp_scaler: 64.0 (228.72573839662456) | > loss_1: 35.85344696044922 (32.35034658536629) | > grad_norm_1: tensor(2174.8416, device='cuda:0') (tensor(972.8290, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8533 (0.865635498666562) | > loader_time: 0.0142 (0.010775073168146966)  --> TIME: 2025-05-08 13:29:48 -- STEP: 287/725 -- GLOBAL_STEP: 46150 | > loss_disc: 2.265063524246216 (2.2904828059964073) | > loss_disc_real_0: 0.12776443362236023 (0.14955291267523366) | > loss_disc_real_1: 0.2056492567062378 (0.1989447911130427) | > loss_disc_real_2: 0.2040681689977646 (0.19720236876596556) | > loss_disc_real_3: 0.20066528022289276 (0.20079214803433174) | > loss_disc_real_4: 0.22495229542255402 (0.21350067350299512) | > loss_disc_real_5: 0.21384964883327484 (0.19928551413352477) | > loss_0: 2.265063524246216 (2.2904828059964073) | > grad_norm_0: tensor(41.8752, device='cuda:0') (tensor(29.5973, device='cuda:0')) | > loss_gen: 2.603214740753174 (2.7503943268845723) | > loss_kl: 2.373079776763916 (2.4884735059239715) | > loss_feat: 8.580608367919922 (8.781973769025104) | > loss_mel: 15.709035873413086 (16.13564056968024) | > loss_duration: 2.2252256870269775 (2.121306283548736) | > amp_scaler: 64.0 (200.02787456445998) | > loss_1: 31.49116325378418 (32.27778844800143) | > grad_norm_1: tensor(1021.9844, device='cuda:0') (tensor(1043.6824, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8255 (0.8639477030325431) | > loader_time: 0.0129 (0.010745851835722714)  --> TIME: 2025-05-08 13:30:32 -- STEP: 337/725 -- GLOBAL_STEP: 46200 | > loss_disc: 2.066905975341797 (2.286179674839055) | > loss_disc_real_0: 0.09525829553604126 (0.1495124641418989) | > loss_disc_real_1: 0.1613510549068451 (0.19875708558439156) | > loss_disc_real_2: 0.18731258809566498 (0.19635120885396914) | > loss_disc_real_3: 0.19501124322414398 (0.20075010554726824) | > loss_disc_real_4: 0.20605190098285675 (0.21304778308118477) | > loss_disc_real_5: 0.20368534326553345 (0.20048680435037056) | > loss_0: 2.066905975341797 (2.286179674839055) | > grad_norm_0: tensor(38.2751, device='cuda:0') (tensor(29.7669, device='cuda:0')) | > loss_gen: 3.0415055751800537 (2.7516709633326304) | > loss_kl: 2.327045440673828 (2.4591760642450726) | > loss_feat: 10.310201644897461 (8.780369219511122) | > loss_mel: 18.154233932495117 (16.0725738570669) | > loss_duration: 2.1404786109924316 (2.1283019413226447) | > amp_scaler: 64.0 (179.8456973293769) | > loss_1: 35.97346496582031 (32.19209212011681) | > grad_norm_1: tensor(1797.5068, device='cuda:0') (tensor(1083.9080, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.876 (0.8637484258996977) | > loader_time: 0.0115 (0.010823694817743958)  --> TIME: 2025-05-08 13:31:16 -- STEP: 387/725 -- GLOBAL_STEP: 46250 | > loss_disc: 2.6512179374694824 (2.2838868207709715) | > loss_disc_real_0: 0.10417226701974869 (0.14861625832450195) | > loss_disc_real_1: 0.20171591639518738 (0.1991896977412301) | > loss_disc_real_2: 0.19691380858421326 (0.1957443144932889) | > loss_disc_real_3: 0.21451528370380402 (0.20042155490519156) | > loss_disc_real_4: 0.21819116175174713 (0.21303649419961967) | > loss_disc_real_5: 0.2537098526954651 (0.20144420871823956) | > loss_0: 2.6512179374694824 (2.2838868207709715) | > grad_norm_0: tensor(29.9050, device='cuda:0') (tensor(30.5029, device='cuda:0')) | > loss_gen: 2.117159128189087 (2.7579787818652397) | > loss_kl: 2.216266632080078 (2.428803288351351) | > loss_feat: 5.953794002532959 (8.787802800959694) | > loss_mel: 13.14226245880127 (16.029479699541426) | > loss_duration: 2.2308902740478516 (2.13308125903748) | > amp_scaler: 64.0 (164.8785529715763) | > loss_1: 25.66037368774414 (32.13714592709404) | > grad_norm_1: tensor(522.9438, device='cuda:0') (tensor(1064.9154, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8651 (0.864168143087579) | > loader_time: 0.0122 (0.010825932179926598)  --> TIME: 2025-05-08 13:32:00 -- STEP: 437/725 -- GLOBAL_STEP: 46300 | > loss_disc: 2.2855491638183594 (2.2836123222071723) | > loss_disc_real_0: 0.1489427536725998 (0.14893864682562313) | > loss_disc_real_1: 0.21231050789356232 (0.19971253301786346) | > loss_disc_real_2: 0.23173289000988007 (0.19586602032389186) | > loss_disc_real_3: 0.20165596902370453 (0.20038067878520188) | > loss_disc_real_4: 0.23957107961177826 (0.2130798940595827) | > loss_disc_real_5: 0.21302612125873566 (0.20166497977633777) | > loss_0: 2.2855491638183594 (2.2836123222071723) | > grad_norm_0: tensor(64.3173, device='cuda:0') (tensor(30.1710, device='cuda:0')) | > loss_gen: 3.080024480819702 (2.7520745869904952) | > loss_kl: 2.1038761138916016 (2.397439747162215) | > loss_feat: 9.663591384887695 (8.76104038312724) | > loss_mel: 16.427005767822266 (15.957152303350865) | > loss_duration: 2.062614917755127 (2.1351949767608125) | > amp_scaler: 64.0 (153.33638443935934) | > loss_1: 33.33711242675781 (32.00290205931499) | > grad_norm_1: tensor(1981.0679, device='cuda:0') (tensor(1101.7805, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8817 (0.8646643167229482) | > loader_time: 0.0115 (0.010855722754716331)  --> TIME: 2025-05-08 13:32:43 -- STEP: 487/725 -- GLOBAL_STEP: 46350 | > loss_disc: 2.1830506324768066 (2.282106438211836) | > loss_disc_real_0: 0.15684868395328522 (0.1488250027462322) | > loss_disc_real_1: 0.18049176037311554 (0.19980177531129775) | > loss_disc_real_2: 0.16412240266799927 (0.1955999832837488) | > loss_disc_real_3: 0.18332774937152863 (0.20054165443722963) | > loss_disc_real_4: 0.2010061889886856 (0.21310971144900423) | > loss_disc_real_5: 0.23434612154960632 (0.20193096335969674) | > loss_0: 2.1830506324768066 (2.282106438211836) | > grad_norm_0: tensor(5.4013, device='cuda:0') (tensor(31.0111, device='cuda:0')) | > loss_gen: 2.806745767593384 (2.752628364112587) | > loss_kl: 2.0033562183380127 (2.375312030193008) | > loss_feat: 9.598833084106445 (8.761350160751492) | > loss_mel: 16.589229583740234 (15.93959585303398) | > loss_duration: 2.160435676574707 (2.1364222373316184) | > amp_scaler: 64.0 (144.164271047228) | > loss_1: 33.158599853515625 (31.965308700498852) | > grad_norm_1: tensor(377.5273, device='cuda:0') (tensor(1097.1766, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8104 (0.8629349051559728) | > loader_time: 0.0115 (0.010887308531962875)  --> TIME: 2025-05-08 13:33:27 -- STEP: 537/725 -- GLOBAL_STEP: 46400 | > loss_disc: 2.400716781616211 (2.281783446253344) | > loss_disc_real_0: 0.24859213829040527 (0.14906235954254274) | > loss_disc_real_1: 0.23219427466392517 (0.1999585563854577) | > loss_disc_real_2: 0.20369064807891846 (0.19550592130400385) | > loss_disc_real_3: 0.17884446680545807 (0.2009150523213701) | > loss_disc_real_4: 0.24294839799404144 (0.21273466989092754) | > loss_disc_real_5: 0.22504419088363647 (0.20218464650310844) | > loss_0: 2.400716781616211 (2.281783446253344) | > grad_norm_0: tensor(66.1080, device='cuda:0') (tensor(30.5841, device='cuda:0')) | > loss_gen: 2.7848026752471924 (2.749608445655921) | > loss_kl: 2.1903369426727295 (2.3608958898753873) | > loss_feat: 8.702963829040527 (8.75471846795392) | > loss_mel: 15.09085464477539 (15.913645698149548) | > loss_duration: 2.1700634956359863 (2.135468558670201) | > amp_scaler: 64.0 (136.70018621973932) | > loss_1: 30.939022064208984 (31.914337115580803) | > grad_norm_1: tensor(1159.8215, device='cuda:0') (tensor(1115.8365, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8367 (0.8619445937527844) | > loader_time: 0.0099 (0.01090872132356385)  --> TIME: 2025-05-08 13:34:10 -- STEP: 587/725 -- GLOBAL_STEP: 46450 | > loss_disc: 2.215390205383301 (2.2785704495350356) | > loss_disc_real_0: 0.21193109452724457 (0.14741940036720694) | > loss_disc_real_1: 0.2249174863100052 (0.20021870173831216) | > loss_disc_real_2: 0.18348005414009094 (0.19507235279735144) | > loss_disc_real_3: 0.20704862475395203 (0.20087379544617978) | > loss_disc_real_4: 0.20506925880908966 (0.2124569911313016) | > loss_disc_real_5: 0.21334218978881836 (0.20275108758645746) | > loss_0: 2.215390205383301 (2.2785704495350356) | > grad_norm_0: tensor(40.1085, device='cuda:0') (tensor(30.6183, device='cuda:0')) | > loss_gen: 2.819988250732422 (2.7523273719027253) | > loss_kl: 2.0514111518859863 (2.342093589561761) | > loss_feat: 8.570039749145508 (8.755597734370053) | > loss_mel: 15.779424667358398 (15.868378385774518) | > loss_duration: 2.116154193878174 (2.13415669643493) | > amp_scaler: 64.0 (130.50766609880753) | > loss_1: 31.337017059326172 (31.85255381764504) | > grad_norm_1: tensor(1723.2488, device='cuda:0') (tensor(1099.7374, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8545 (0.8607396543330593) | > loader_time: 0.0117 (0.010923481068781743)  --> TIME: 2025-05-08 13:34:53 -- STEP: 637/725 -- GLOBAL_STEP: 46500 | > loss_disc: 2.2424354553222656 (2.2758969150869564) | > loss_disc_real_0: 0.126254141330719 (0.14680611520561188) | > loss_disc_real_1: 0.21145567297935486 (0.20028376172251383) | > loss_disc_real_2: 0.1802605837583542 (0.1945620671242148) | > loss_disc_real_3: 0.20384646952152252 (0.20105235931263235) | > loss_disc_real_4: 0.19941535592079163 (0.21199958592512913) | > loss_disc_real_5: 0.20673495531082153 (0.2029908638289623) | > loss_0: 2.2424354553222656 (2.2758969150869564) | > grad_norm_0: tensor(39.2499, device='cuda:0') (tensor(30.9190, device='cuda:0')) | > loss_gen: 2.7083981037139893 (2.7545862347589347) | > loss_kl: 2.250347852706909 (2.330598343485378) | > loss_feat: 8.73692798614502 (8.769909875920655) | > loss_mel: 14.472390174865723 (15.8518163645099) | > loss_duration: 2.0465903282165527 (2.1308007163567293) | > amp_scaler: 64.0 (125.28728414442709) | > loss_1: 30.214656829833984 (31.83771157077567) | > grad_norm_1: tensor(1606.7146, device='cuda:0') (tensor(1114.4120, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8337 (0.8601262292457712) | > loader_time: 0.0103 (0.010948778508783698)  --> TIME: 2025-05-08 13:35:36 -- STEP: 687/725 -- GLOBAL_STEP: 46550 | > loss_disc: 2.3929319381713867 (2.2760980665423443) | > loss_disc_real_0: 0.21037542819976807 (0.1466350063974422) | > loss_disc_real_1: 0.18878376483917236 (0.20056242676888325) | > loss_disc_real_2: 0.17494715750217438 (0.19438372249816707) | > loss_disc_real_3: 0.198396697640419 (0.20147060797030572) | > loss_disc_real_4: 0.22852802276611328 (0.21219626424788035) | > loss_disc_real_5: 0.18993109464645386 (0.2032475718656309) | > loss_0: 2.3929319381713867 (2.2760980665423443) | > grad_norm_0: tensor(52.5537, device='cuda:0') (tensor(31.3506, device='cuda:0')) | > loss_gen: 2.7472658157348633 (2.755327976079657) | > loss_kl: 2.0199685096740723 (2.317835834002044) | > loss_feat: 8.969093322753906 (8.766773978348555) | > loss_mel: 15.789480209350586 (15.81946343417771) | > loss_duration: 2.108940839767456 (2.126894855256335) | > amp_scaler: 64.0 (120.8267831149928) | > loss_1: 31.634746551513672 (31.78629608931673) | > grad_norm_1: tensor(1686.3301, device='cuda:0') (tensor(1144.7557, device='cuda:0')) | > current_lr_0: 0.0002 | > current_lr_1: 0.0002 | > step_time: 0.8566 (0.8591546557702698) | > loader_time: 0.015 (0.010989505304172743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2951152324676514 (2.2951152324676514) | > loss_disc_real_0: 0.1654442548751831 (0.1654442548751831) | > loss_disc_real_1: 0.18367521464824677 (0.18367521464824677) | > loss_disc_real_2: 0.15197932720184326 (0.15197932720184326) | > loss_disc_real_3: 0.2064840942621231 (0.2064840942621231) | > loss_disc_real_4: 0.2854003608226776 (0.2854003608226776) | > loss_disc_real_5: 0.21049845218658447 (0.21049845218658447) | > loss_0: 2.2951152324676514 (2.2951152324676514) | > loss_gen: 2.758784055709839 (2.758784055709839) | > loss_kl: 2.2917673587799072 (2.2917673587799072) | > loss_feat: 9.12147045135498 (9.12147045135498) | > loss_mel: 16.864789962768555 (16.864789962768555) | > loss_duration: 1.9505538940429688 (1.9505538940429688) | > loss_1: 32.98736572265625 (32.98736572265625)  --> STEP: 1 | > loss_disc: 2.2334539890289307 (2.2334539890289307) | > loss_disc_real_0: 0.14426840841770172 (0.14426840841770172) | > loss_disc_real_1: 0.17856277525424957 (0.17856277525424957) | > loss_disc_real_2: 0.1654479205608368 (0.1654479205608368) | > loss_disc_real_3: 0.2020488977432251 (0.2020488977432251) | > loss_disc_real_4: 0.25161615014076233 (0.25161615014076233) | > loss_disc_real_5: 0.2310274988412857 (0.2310274988412857) | > loss_0: 2.2334539890289307 (2.2334539890289307) | > loss_gen: 2.7394862174987793 (2.7394862174987793) | > loss_kl: 2.425379991531372 (2.425379991531372) | > loss_feat: 8.169278144836426 (8.169278144836426) | > loss_mel: 15.481632232666016 (15.481632232666016) | > loss_duration: 2.031688690185547 (2.031688690185547) | > loss_1: 30.84746551513672 (30.84746551513672)  --> STEP: 2 | > loss_disc: 2.29362154006958 (2.2635377645492554) | > loss_disc_real_0: 0.17113155126571655 (0.15769997984170914) | > loss_disc_real_1: 0.17321796715259552 (0.17589037120342255) | > loss_disc_real_2: 0.16370616853237152 (0.16457704454660416) | > loss_disc_real_3: 0.2299264669418335 (0.2159876823425293) | > loss_disc_real_4: 0.2758534252643585 (0.2637347877025604) | > loss_disc_real_5: 0.22985564172267914 (0.23044157028198242) | > loss_0: 2.29362154006958 (2.2635377645492554) | > loss_gen: 2.7916102409362793 (2.7655482292175293) | > loss_kl: 2.2841036319732666 (2.3547418117523193) | > loss_feat: 8.064059257507324 (8.116668701171875) | > loss_mel: 16.397783279418945 (15.93970775604248) | > loss_duration: 2.0875587463378906 (2.0596237182617188) | > loss_1: 31.62511444091797 (31.236289978027344)  --> STEP: 3 | > loss_disc: 2.2900729179382324 (2.2723828156789145) | > loss_disc_real_0: 0.16892069578170776 (0.16144021848837534) | > loss_disc_real_1: 0.1939563900232315 (0.1819123774766922) | > loss_disc_real_2: 0.16096419095993042 (0.16337276001771292) | > loss_disc_real_3: 0.20427356660366058 (0.21208297709623972) | > loss_disc_real_4: 0.2429954558610916 (0.2568216770887375) | > loss_disc_real_5: 0.22231008112430573 (0.22773107389609018) | > loss_0: 2.2900729179382324 (2.2723828156789145) | > loss_gen: 2.656541109085083 (2.729212522506714) | > loss_kl: 2.2389912605285645 (2.3161582946777344) | > loss_feat: 7.843778133392334 (8.025705178578695) | > loss_mel: 15.371394157409668 (15.750269889831543) | > loss_duration: 2.0516228675842285 (2.0569567680358887) | > loss_1: 30.16232681274414 (30.878302256266277)  --> STEP: 4 | > loss_disc: 2.3843400478363037 (2.3003721237182617) | > loss_disc_real_0: 0.151317298412323 (0.15890948846936226) | > loss_disc_real_1: 0.19259411096572876 (0.18458281084895134) | > loss_disc_real_2: 0.16458068788051605 (0.1636747419834137) | > loss_disc_real_3: 0.18841730058193207 (0.2061665579676628) | > loss_disc_real_4: 0.25737592577934265 (0.2569602392613888) | > loss_disc_real_5: 0.21854190528392792 (0.22543378174304962) | > loss_0: 2.3843400478363037 (2.3003721237182617) | > loss_gen: 2.475494623184204 (2.6657830476760864) | > loss_kl: 2.225200891494751 (2.2934189438819885) | > loss_feat: 7.459019660949707 (7.884033799171448) | > loss_mel: 12.159541130065918 (14.852587699890137) | > loss_duration: 2.0097954273223877 (2.0451664328575134) | > loss_1: 26.329051971435547 (29.740989685058594) --> EVAL PERFORMANCE | > avg_loader_time: 0.3629336357116699 (+0) | > avg_loss_disc: 2.3003721237182617 (+0) | > avg_loss_disc_real_0: 0.15890948846936226 (+0) | > avg_loss_disc_real_1: 0.18458281084895134 (+0) | > avg_loss_disc_real_2: 0.1636747419834137 (+0) | > avg_loss_disc_real_3: 0.2061665579676628 (+0) | > avg_loss_disc_real_4: 0.2569602392613888 (+0) | > avg_loss_disc_real_5: 0.22543378174304962 (+0) | > avg_loss_0: 2.3003721237182617 (+0) | > avg_loss_gen: 2.6657830476760864 (+0) | > avg_loss_kl: 2.2934189438819885 (+0) | > avg_loss_feat: 7.884033799171448 (+0) | > avg_loss_mel: 14.852587699890137 (+0) | > avg_loss_duration: 2.0451664328575134 (+0) | > avg_loss_1: 29.740989685058594 (+0) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_46588.pth  > EPOCH: 1/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 13:36:21)   --> TIME: 2025-05-08 13:36:34 -- STEP: 12/725 -- GLOBAL_STEP: 46600 | > loss_disc: 2.2699661254882812 (2.3042609691619873) | > loss_disc_real_0: 0.08676846325397491 (0.15027481503784657) | > loss_disc_real_1: 0.24293860793113708 (0.20750796422362328) | > loss_disc_real_2: 0.2082235962152481 (0.18771864225467047) | > loss_disc_real_3: 0.2323598563671112 (0.20947496592998505) | > loss_disc_real_4: 0.2061678171157837 (0.20673801004886627) | > loss_disc_real_5: 0.20838993787765503 (0.21054686730106673) | > loss_0: 2.2699661254882812 (2.3042609691619873) | > grad_norm_0: tensor(37.2999, device='cuda:0') (tensor(40.2795, device='cuda:0')) | > loss_gen: 2.9560153484344482 (2.6750420928001404) | > loss_kl: 2.0635666847229004 (2.120324820280075) | > loss_feat: 8.804697036743164 (8.405957698822021) | > loss_mel: 14.88452434539795 (15.239590247472128) | > loss_duration: 2.0884294509887695 (2.0564171373844147) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.79723358154297 (30.497331619262695) | > grad_norm_1: tensor(1107.1392, device='cuda:0') (tensor(1274.9564, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8494 (0.8373691638310751) | > loader_time: 0.0109 (0.011043965816497803)  --> TIME: 2025-05-08 13:37:17 -- STEP: 62/725 -- GLOBAL_STEP: 46650 | > loss_disc: 2.3027172088623047 (2.3033335862621187) | > loss_disc_real_0: 0.19349661469459534 (0.158553545753802) | > loss_disc_real_1: 0.1918570101261139 (0.20207270979881287) | > loss_disc_real_2: 0.20370657742023468 (0.19657120781560097) | > loss_disc_real_3: 0.2155015468597412 (0.20488623145126528) | > loss_disc_real_4: 0.20900756120681763 (0.2097664578787742) | > loss_disc_real_5: 0.2102237343788147 (0.20956886751997855) | > loss_0: 2.3027172088623047 (2.3033335862621187) | > grad_norm_0: tensor(24.3616, device='cuda:0') (tensor(38.2129, device='cuda:0')) | > loss_gen: 2.760223627090454 (2.682091516833152) | > loss_kl: 2.0603485107421875 (2.1252848044518498) | > loss_feat: 7.7295708656311035 (8.416998394073982) | > loss_mel: 14.373626708984375 (15.170701965208977) | > loss_duration: 2.0867414474487305 (2.0305119464474357) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.010509490966797 (30.4255883309149) | > grad_norm_1: tensor(1151.8212, device='cuda:0') (tensor(1147.2277, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.86 (0.8504007670187181) | > loader_time: 0.0104 (0.01088323131684334)  --> TIME: 2025-05-08 13:38:01 -- STEP: 112/725 -- GLOBAL_STEP: 46700 | > loss_disc: 2.2683377265930176 (2.2925698778459016) | > loss_disc_real_0: 0.16918547451496124 (0.15498226129316864) | > loss_disc_real_1: 0.18767157196998596 (0.20177405846438237) | > loss_disc_real_2: 0.181596040725708 (0.19536944465445621) | > loss_disc_real_3: 0.2057110071182251 (0.2055582289717027) | > loss_disc_real_4: 0.19565527141094208 (0.20871140528470278) | > loss_disc_real_5: 0.20198333263397217 (0.20836518545235908) | > loss_0: 2.2683377265930176 (2.2925698778459016) | > grad_norm_0: tensor(34.0758, device='cuda:0') (tensor(39.7278, device='cuda:0')) | > loss_gen: 2.6073334217071533 (2.6963959655591423) | > loss_kl: 2.1507418155670166 (2.1323112462248117) | > loss_feat: 8.470402717590332 (8.52726339868137) | > loss_mel: 15.96526050567627 (15.292887449264526) | > loss_duration: 2.022552251815796 (2.0253830530813777) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.216291427612305 (30.674240844590322) | > grad_norm_1: tensor(1785.4729, device='cuda:0') (tensor(1252.4790, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8282 (0.8505301134926933) | > loader_time: 0.0117 (0.010918749230248588)  --> TIME: 2025-05-08 13:38:44 -- STEP: 162/725 -- GLOBAL_STEP: 46750 | > loss_disc: 2.350626230239868 (2.2868040961983773) | > loss_disc_real_0: 0.09410644322633743 (0.1494459076612085) | > loss_disc_real_1: 0.18329857289791107 (0.20319019423590767) | > loss_disc_real_2: 0.23723003268241882 (0.19580420125045894) | > loss_disc_real_3: 0.20524661242961884 (0.2053427930783342) | > loss_disc_real_4: 0.18291401863098145 (0.2084254370427426) | > loss_disc_real_5: 0.17286330461502075 (0.2078580363297168) | > loss_0: 2.350626230239868 (2.2868040961983773) | > grad_norm_0: tensor(34.3879, device='cuda:0') (tensor(39.5919, device='cuda:0')) | > loss_gen: 2.73696231842041 (2.720617993378346) | > loss_kl: 2.128945827484131 (2.1158243219057717) | > loss_feat: 8.799066543579102 (8.588937712304384) | > loss_mel: 16.2724666595459 (15.29347383240123) | > loss_duration: 1.9288184642791748 (2.0158045409638214) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.866260528564453 (30.734658264819487) | > grad_norm_1: tensor(1059.6725, device='cuda:0') (tensor(1180.8857, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8365 (0.8499479308540439) | > loader_time: 0.0106 (0.011003077766041699)  --> TIME: 2025-05-08 13:39:27 -- STEP: 212/725 -- GLOBAL_STEP: 46800 | > loss_disc: 2.258394718170166 (2.288503143022645) | > loss_disc_real_0: 0.14986909925937653 (0.1481694119437686) | > loss_disc_real_1: 0.21227724850177765 (0.20351273088522678) | > loss_disc_real_2: 0.2017848938703537 (0.19548238856050204) | > loss_disc_real_3: 0.20806550979614258 (0.2053709929844118) | > loss_disc_real_4: 0.21759940683841705 (0.20900216782992742) | > loss_disc_real_5: 0.24058550596237183 (0.20880707430670847) | > loss_0: 2.258394718170166 (2.288503143022645) | > grad_norm_0: tensor(55.8113, device='cuda:0') (tensor(38.4400, device='cuda:0')) | > loss_gen: 2.827115535736084 (2.7107426591639254) | > loss_kl: 2.0528311729431152 (2.108936077018952) | > loss_feat: 8.54928207397461 (8.547326074456269) | > loss_mel: 14.530247688293457 (15.258918771203959) | > loss_duration: 1.9731688499450684 (2.0046740719732252) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.932647705078125 (30.63059754641551) | > grad_norm_1: tensor(1205.5930, device='cuda:0') (tensor(1180.0286, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8547 (0.8510730255324885) | > loader_time: 0.0118 (0.010971105323647553)  --> TIME: 2025-05-08 13:40:10 -- STEP: 262/725 -- GLOBAL_STEP: 46850 | > loss_disc: 2.260134220123291 (2.28933243715126) | > loss_disc_real_0: 0.17401519417762756 (0.14929301951450252) | > loss_disc_real_1: 0.2222352772951126 (0.20354523339116845) | > loss_disc_real_2: 0.19717973470687866 (0.1951534277155199) | > loss_disc_real_3: 0.1978466659784317 (0.20526682921038328) | > loss_disc_real_4: 0.22950856387615204 (0.208930037688208) | > loss_disc_real_5: 0.22365450859069824 (0.2087170158633749) | > loss_0: 2.260134220123291 (2.28933243715126) | > grad_norm_0: tensor(93.0084, device='cuda:0') (tensor(39.4633, device='cuda:0')) | > loss_gen: 2.915170431137085 (2.710198644463343) | > loss_kl: 2.150813102722168 (2.0993573251571345) | > loss_feat: 8.710698127746582 (8.517579231553409) | > loss_mel: 15.819747924804688 (15.200555379154117) | > loss_duration: 1.9196553230285645 (1.9972596086618564) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.516084671020508 (30.52495015850504) | > grad_norm_1: tensor(1862.1224, device='cuda:0') (tensor(1194.7061, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8763 (0.849277732026486) | > loader_time: 0.01 (0.010908950376146623)  --> TIME: 2025-05-08 13:40:54 -- STEP: 312/725 -- GLOBAL_STEP: 46900 | > loss_disc: 2.2679221630096436 (2.290426915272689) | > loss_disc_real_0: 0.11412057280540466 (0.14957623362827766) | > loss_disc_real_1: 0.18200582265853882 (0.20330241451469755) | > loss_disc_real_2: 0.18406496942043304 (0.1954283913454185) | > loss_disc_real_3: 0.17735795676708221 (0.20549758471166485) | > loss_disc_real_4: 0.19823981821537018 (0.20871294342363492) | > loss_disc_real_5: 0.16781336069107056 (0.2088917480447354) | > loss_0: 2.2679221630096436 (2.290426915272689) | > grad_norm_0: tensor(50.2432, device='cuda:0') (tensor(40.0155, device='cuda:0')) | > loss_gen: 2.7353367805480957 (2.703504321666863) | > loss_kl: 1.8546900749206543 (2.0910889525444047) | > loss_feat: 9.27308177947998 (8.49874579906464) | > loss_mel: 16.039974212646484 (15.16185494263967) | > loss_duration: 1.9794483184814453 (1.9902858630968983) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.882530212402344 (30.445479820936153) | > grad_norm_1: tensor(1696.4919, device='cuda:0') (tensor(1249.2061, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8454 (0.8510561654200922) | > loader_time: 0.0116 (0.010941386222839354)  --> TIME: 2025-05-08 13:41:37 -- STEP: 362/725 -- GLOBAL_STEP: 46950 | > loss_disc: 2.2353405952453613 (2.2867796137846663) | > loss_disc_real_0: 0.1702803522348404 (0.1482772776929055) | > loss_disc_real_1: 0.1994568109512329 (0.20330917423601313) | > loss_disc_real_2: 0.20115764439105988 (0.1954159953152937) | > loss_disc_real_3: 0.22638799250125885 (0.20538525592062362) | > loss_disc_real_4: 0.2228507101535797 (0.20866473805344565) | > loss_disc_real_5: 0.18261174857616425 (0.2086127420979969) | > loss_0: 2.2353405952453613 (2.2867796137846663) | > grad_norm_0: tensor(60.7266, device='cuda:0') (tensor(40.0885, device='cuda:0')) | > loss_gen: 2.916914224624634 (2.713690332944879) | > loss_kl: 2.147311210632324 (2.089637057557288) | > loss_feat: 9.803067207336426 (8.533163778031078) | > loss_mel: 17.103361129760742 (15.179600452191263) | > loss_duration: 1.9037257432937622 (1.9833732224301086) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.8743782043457 (30.499464825372012) | > grad_norm_1: tensor(101.8412, device='cuda:0') (tensor(1236.1158, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8421 (0.8515554192316468) | > loader_time: 0.0116 (0.011008109835629967)  --> TIME: 2025-05-08 13:42:21 -- STEP: 412/725 -- GLOBAL_STEP: 47000 | > loss_disc: 2.319215774536133 (2.2847545685120023) | > loss_disc_real_0: 0.09245258569717407 (0.1467008790706546) | > loss_disc_real_1: 0.15709565579891205 (0.20340780696822605) | > loss_disc_real_2: 0.19889135658740997 (0.19552712128000363) | > loss_disc_real_3: 0.19050507247447968 (0.20551633111481535) | > loss_disc_real_4: 0.1855708807706833 (0.20878030406763254) | > loss_disc_real_5: 0.19534477591514587 (0.20817482778892937) | > loss_0: 2.319215774536133 (2.2847545685120023) | > grad_norm_0: tensor(58.5135, device='cuda:0') (tensor(39.2380, device='cuda:0')) | > loss_gen: 2.8070712089538574 (2.716366158527077) | > loss_kl: 1.986677646636963 (2.089739922470258) | > loss_feat: 9.631738662719727 (8.54147752396112) | > loss_mel: 16.85260009765625 (15.189679270809137) | > loss_duration: 1.9055639505386353 (1.9790461202269625) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.183650970458984 (30.516308965034856) | > grad_norm_1: tensor(1670.6124, device='cuda:0') (tensor(1221.4951, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8451 (0.851605097067009) | > loader_time: 0.0105 (0.011000675483814722) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_47000.pth  --> TIME: 2025-05-08 13:43:06 -- STEP: 462/725 -- GLOBAL_STEP: 47050 | > loss_disc: 2.163646936416626 (2.2845334299715065) | > loss_disc_real_0: 0.1248636469244957 (0.14727240636364206) | > loss_disc_real_1: 0.19547119736671448 (0.2036330473822949) | > loss_disc_real_2: 0.17166626453399658 (0.19523901976161198) | > loss_disc_real_3: 0.1977553814649582 (0.20563327714607318) | > loss_disc_real_4: 0.19147878885269165 (0.20848751045537717) | > loss_disc_real_5: 0.22543257474899292 (0.20812641526068448) | > loss_0: 2.163646936416626 (2.2845334299715065) | > grad_norm_0: tensor(21.4728, device='cuda:0') (tensor(39.5080, device='cuda:0')) | > loss_gen: 2.794192314147949 (2.715684934095902) | > loss_kl: 1.9944912195205688 (2.0849209559428226) | > loss_feat: 8.991827011108398 (8.540962156279278) | > loss_mel: 14.381003379821777 (15.186698890867687) | > loss_duration: 1.981445074081421 (1.9751292067172728) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.142959594726562 (30.50339612919531) | > grad_norm_1: tensor(1683.2393, device='cuda:0') (tensor(1225.1699, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.7899 (0.8513789610429244) | > loader_time: 0.0104 (0.01100793029322769)  --> TIME: 2025-05-08 13:43:50 -- STEP: 512/725 -- GLOBAL_STEP: 47100 | > loss_disc: 2.1931867599487305 (2.2814390682615353) | > loss_disc_real_0: 0.17385579645633698 (0.14667332627868745) | > loss_disc_real_1: 0.2000298947095871 (0.2032311870134436) | > loss_disc_real_2: 0.19262398779392242 (0.19499837909825155) | > loss_disc_real_3: 0.17678603529930115 (0.20546552658197476) | > loss_disc_real_4: 0.17665861546993256 (0.20844232858507894) | > loss_disc_real_5: 0.16909784078598022 (0.20787979831220585) | > loss_0: 2.1931867599487305 (2.2814390682615353) | > grad_norm_0: tensor(36.7826, device='cuda:0') (tensor(40.0663, device='cuda:0')) | > loss_gen: 2.719900131225586 (2.7197245745919636) | > loss_kl: 1.9424619674682617 (2.080917083891109) | > loss_feat: 8.120932579040527 (8.553129970096066) | > loss_mel: 14.185274124145508 (15.183287406340241) | > loss_duration: 1.8796734809875488 (1.9717633407562976) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.848241806030273 (30.508822333067656) | > grad_norm_1: tensor(915.3487, device='cuda:0') (tensor(1224.7504, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8451 (0.851180739235133) | > loader_time: 0.0118 (0.010972433257848026)  --> TIME: 2025-05-08 13:44:33 -- STEP: 562/725 -- GLOBAL_STEP: 47150 | > loss_disc: 2.2269229888916016 (2.278315362132742) | > loss_disc_real_0: 0.15435941517353058 (0.1460422912871074) | > loss_disc_real_1: 0.1873595118522644 (0.2026784737127108) | > loss_disc_real_2: 0.17746348679065704 (0.19451330832845384) | > loss_disc_real_3: 0.178389310836792 (0.2053520628035705) | > loss_disc_real_4: 0.1775379776954651 (0.20838360697879485) | > loss_disc_real_5: 0.21283301711082458 (0.20809479723303345) | > loss_0: 2.2269229888916016 (2.278315362132742) | > grad_norm_0: tensor(27.8266, device='cuda:0') (tensor(39.6473, device='cuda:0')) | > loss_gen: 2.7120890617370605 (2.719720347496113) | > loss_kl: 1.9776301383972168 (2.0747574707791476) | > loss_feat: 8.346465110778809 (8.55333696820135) | > loss_mel: 14.64120101928711 (15.17432617547249) | > loss_duration: 1.897526502609253 (1.967733820138029) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.57491111755371 (30.48987475493624) | > grad_norm_1: tensor(1251.4386, device='cuda:0') (tensor(1243.6093, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8892 (0.852247327672205) | > loader_time: 0.0097 (0.010960035901052672)  --> TIME: 2025-05-08 13:45:17 -- STEP: 612/725 -- GLOBAL_STEP: 47200 | > loss_disc: 2.2634143829345703 (2.2780336585699352) | > loss_disc_real_0: 0.12461866438388824 (0.14612152303258583) | > loss_disc_real_1: 0.2205578237771988 (0.20272043262139658) | > loss_disc_real_2: 0.2339979112148285 (0.19444162532492415) | > loss_disc_real_3: 0.2147379368543625 (0.2053514123936883) | > loss_disc_real_4: 0.1943349838256836 (0.2083982637553823) | > loss_disc_real_5: 0.2028702199459076 (0.20809061296917253) | > loss_0: 2.2634143829345703 (2.2780336585699352) | > grad_norm_0: tensor(67.6537, device='cuda:0') (tensor(40.2586, device='cuda:0')) | > loss_gen: 2.724853515625 (2.717870127531436) | > loss_kl: 2.1437532901763916 (2.072655353086446) | > loss_feat: 8.400442123413086 (8.54456817792133) | > loss_mel: 15.307156562805176 (15.154201186560337) | > loss_duration: 1.8414218425750732 (1.9643168410444576) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.417627334594727 (30.453611676209885) | > grad_norm_1: tensor(1616.3862, device='cuda:0') (tensor(1269.8691, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8044 (0.8521244085692112) | > loader_time: 0.01 (0.01097031083761477)  --> TIME: 2025-05-08 13:46:00 -- STEP: 662/725 -- GLOBAL_STEP: 47250 | > loss_disc: 2.39087176322937 (2.2776262882613003) | > loss_disc_real_0: 0.13599693775177002 (0.14652397524104022) | > loss_disc_real_1: 0.19277773797512054 (0.20230206045859547) | > loss_disc_real_2: 0.17927899956703186 (0.19421523197179857) | > loss_disc_real_3: 0.21946227550506592 (0.20536887936091486) | > loss_disc_real_4: 0.24228276312351227 (0.2083849906696294) | > loss_disc_real_5: 0.21196068823337555 (0.20822866220488648) | > loss_0: 2.39087176322937 (2.2776262882613003) | > grad_norm_0: tensor(41.5451, device='cuda:0') (tensor(40.3696, device='cuda:0')) | > loss_gen: 2.555856704711914 (2.71755070088493) | > loss_kl: 1.9310669898986816 (2.0684509171099816) | > loss_feat: 7.315062046051025 (8.544439131399661) | > loss_mel: 12.37535285949707 (15.134809256320274) | > loss_duration: 1.9632312059402466 (1.9621022637156924) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.14057159423828 (30.427352259886582) | > grad_norm_1: tensor(1138.3026, device='cuda:0') (tensor(1289.1392, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8846 (0.8518231512916773) | > loader_time: 0.0123 (0.010959651535011132)  --> TIME: 2025-05-08 13:46:44 -- STEP: 712/725 -- GLOBAL_STEP: 47300 | > loss_disc: 2.113783359527588 (2.2798249078600628) | > loss_disc_real_0: 0.17378181219100952 (0.1468763290852141) | > loss_disc_real_1: 0.205353781580925 (0.20249717540285578) | > loss_disc_real_2: 0.21253520250320435 (0.1945730373681933) | > loss_disc_real_3: 0.20359428226947784 (0.20549273417655664) | > loss_disc_real_4: 0.22033196687698364 (0.20842399268170425) | > loss_disc_real_5: 0.18719924986362457 (0.20847482041696483) | > loss_0: 2.113783359527588 (2.2798249078600628) | > grad_norm_0: tensor(62.5498, device='cuda:0') (tensor(40.2906, device='cuda:0')) | > loss_gen: 3.033154249191284 (2.7147704610663825) | > loss_kl: 2.1397016048431396 (2.066629767920194) | > loss_feat: 9.966866493225098 (8.528818653540668) | > loss_mel: 17.441694259643555 (15.121628892555666) | > loss_duration: 1.9214913845062256 (1.9593694914927646) | > amp_scaler: 64.0 (64.0) | > loss_1: 34.502906799316406 (30.391217258539086) | > grad_norm_1: tensor(1339.6853, device='cuda:0') (tensor(1283.4896, device='cuda:0')) | > current_lr_0: 0.000199975 | > current_lr_1: 0.000199975 | > step_time: 0.8153 (0.8521892883804407) | > loader_time: 0.0098 (0.010983956663796068)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.137653112411499 (2.137653112411499) | > loss_disc_real_0: 0.11880741268396378 (0.11880741268396378) | > loss_disc_real_1: 0.17217987775802612 (0.17217987775802612) | > loss_disc_real_2: 0.17947205901145935 (0.17947205901145935) | > loss_disc_real_3: 0.21267960965633392 (0.21267960965633392) | > loss_disc_real_4: 0.24028892815113068 (0.24028892815113068) | > loss_disc_real_5: 0.19859685003757477 (0.19859685003757477) | > loss_0: 2.137653112411499 (2.137653112411499) | > loss_gen: 2.6745779514312744 (2.6745779514312744) | > loss_kl: 2.001140594482422 (2.001140594482422) | > loss_feat: 9.148543357849121 (9.148543357849121) | > loss_mel: 17.420856475830078 (17.420856475830078) | > loss_duration: 1.8748351335525513 (1.8748351335525513) | > loss_1: 33.11995315551758 (33.11995315551758)  --> STEP: 1 | > loss_disc: 2.116576671600342 (2.116576671600342) | > loss_disc_real_0: 0.11544262617826462 (0.11544262617826462) | > loss_disc_real_1: 0.18106044828891754 (0.18106044828891754) | > loss_disc_real_2: 0.18573695421218872 (0.18573695421218872) | > loss_disc_real_3: 0.21610097587108612 (0.21610097587108612) | > loss_disc_real_4: 0.21566511690616608 (0.21566511690616608) | > loss_disc_real_5: 0.19624097645282745 (0.19624097645282745) | > loss_0: 2.116576671600342 (2.116576671600342) | > loss_gen: 2.7254638671875 (2.7254638671875) | > loss_kl: 2.1539394855499268 (2.1539394855499268) | > loss_feat: 9.82973861694336 (9.82973861694336) | > loss_mel: 16.426742553710938 (16.426742553710938) | > loss_duration: 1.9418197870254517 (1.9418197870254517) | > loss_1: 33.077701568603516 (33.077701568603516)  --> STEP: 2 | > loss_disc: 2.2595760822296143 (2.188076376914978) | > loss_disc_real_0: 0.14504875242710114 (0.13024568930268288) | > loss_disc_real_1: 0.20151357352733612 (0.19128701090812683) | > loss_disc_real_2: 0.18632426857948303 (0.18603061139583588) | > loss_disc_real_3: 0.24392294883728027 (0.2300119623541832) | > loss_disc_real_4: 0.2380925416946411 (0.2268788293004036) | > loss_disc_real_5: 0.2253050059080124 (0.21077299118041992) | > loss_0: 2.2595760822296143 (2.188076376914978) | > loss_gen: 2.6333673000335693 (2.6794155836105347) | > loss_kl: 1.9563096761703491 (2.055124580860138) | > loss_feat: 8.661968231201172 (9.245853424072266) | > loss_mel: 15.474894523620605 (15.950818538665771) | > loss_duration: 1.973619818687439 (1.9577198028564453) | > loss_1: 30.700159072875977 (31.888930320739746)  --> STEP: 3 | > loss_disc: 2.308586359024048 (2.2282463709513345) | > loss_disc_real_0: 0.14432400465011597 (0.13493846108516058) | > loss_disc_real_1: 0.20441783964633942 (0.19566395382086435) | > loss_disc_real_2: 0.20220322906970978 (0.19142148395379385) | > loss_disc_real_3: 0.2280040979385376 (0.22934267421563467) | > loss_disc_real_4: 0.27440178394317627 (0.24271981418132782) | > loss_disc_real_5: 0.19363652169704437 (0.2050608346859614) | > loss_0: 2.308586359024048 (2.2282463709513345) | > loss_gen: 2.539644718170166 (2.6328252951304116) | > loss_kl: 2.1054646968841553 (2.0719046195348105) | > loss_feat: 7.776885986328125 (8.756197611490885) | > loss_mel: 14.95611572265625 (15.619250933329264) | > loss_duration: 1.9607532024383545 (1.958730936050415) | > loss_1: 29.338863372802734 (31.038908004760742)  --> STEP: 4 | > loss_disc: 2.1594600677490234 (2.211049795150757) | > loss_disc_real_0: 0.12628018856048584 (0.1327738929539919) | > loss_disc_real_1: 0.20290595293045044 (0.19747445359826088) | > loss_disc_real_2: 0.1865774244070053 (0.1902104690670967) | > loss_disc_real_3: 0.2191326916217804 (0.2267901785671711) | > loss_disc_real_4: 0.22452011704444885 (0.23816988989710808) | > loss_disc_real_5: 0.2327408641576767 (0.21198084205389023) | > loss_0: 2.1594600677490234 (2.211049795150757) | > loss_gen: 2.731187343597412 (2.657415807247162) | > loss_kl: 2.2226688861846924 (2.109595686197281) | > loss_feat: 8.33297348022461 (8.650391578674316) | > loss_mel: 15.53342342376709 (15.59779405593872) | > loss_duration: 1.90030038356781 (1.9441232979297638) | > loss_1: 30.72055435180664 (30.959319591522217) --> EVAL PERFORMANCE | > avg_loader_time: 0.33335059881210327 (-0.02958303689956665) | > avg_loss_disc: 2.211049795150757 (-0.08932232856750488) | > avg_loss_disc_real_0: 0.1327738929539919 (-0.02613559551537037) | > avg_loss_disc_real_1: 0.19747445359826088 (+0.01289164274930954) | > avg_loss_disc_real_2: 0.1902104690670967 (+0.026535727083683014) | > avg_loss_disc_real_3: 0.2267901785671711 (+0.020623620599508286) | > avg_loss_disc_real_4: 0.23816988989710808 (-0.0187903493642807) | > avg_loss_disc_real_5: 0.21198084205389023 (-0.013452939689159393) | > avg_loss_0: 2.211049795150757 (-0.08932232856750488) | > avg_loss_gen: 2.657415807247162 (-0.00836724042892456) | > avg_loss_kl: 2.109595686197281 (-0.18382325768470764) | > avg_loss_feat: 8.650391578674316 (+0.7663577795028687) | > avg_loss_mel: 15.59779405593872 (+0.745206356048584) | > avg_loss_duration: 1.9441232979297638 (-0.10104313492774963) | > avg_loss_1: 30.959319591522217 (+1.218329906463623)  > EPOCH: 2/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 13:47:01)   --> TIME: 2025-05-08 13:47:35 -- STEP: 37/725 -- GLOBAL_STEP: 47350 | > loss_disc: 2.0103847980499268 (2.278851728181582) | > loss_disc_real_0: 0.09008633345365524 (0.15032574997560402) | > loss_disc_real_1: 0.19840864837169647 (0.20224491446404844) | > loss_disc_real_2: 0.17999474704265594 (0.19695942385776624) | > loss_disc_real_3: 0.16174593567848206 (0.20370601721712062) | > loss_disc_real_4: 0.1511857807636261 (0.20769756508840098) | > loss_disc_real_5: 0.15711136162281036 (0.20511841773986816) | > loss_0: 2.0103847980499268 (2.278851728181582) | > grad_norm_0: tensor(21.0913, device='cuda:0') (tensor(39.9747, device='cuda:0')) | > loss_gen: 2.96026873588562 (2.736479076179298) | > loss_kl: 2.001613140106201 (2.0256628216923884) | > loss_feat: 10.361551284790039 (8.62030452006572) | > loss_mel: 15.854166984558105 (15.08874766891067) | > loss_duration: 1.909860372543335 (1.9143029290276605) | > amp_scaler: 64.0 (64.0) | > loss_1: 33.087459564208984 (30.385497067425703) | > grad_norm_1: tensor(597.2726, device='cuda:0') (tensor(1056.3601, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8459 (0.8475615784928605) | > loader_time: 0.0101 (0.010103470570332295)  --> TIME: 2025-05-08 13:48:18 -- STEP: 87/725 -- GLOBAL_STEP: 47400 | > loss_disc: 2.4152028560638428 (2.2601926134920665) | > loss_disc_real_0: 0.1416708081960678 (0.13764187231146052) | > loss_disc_real_1: 0.26173505187034607 (0.20444498425242544) | > loss_disc_real_2: 0.190854012966156 (0.197965895992586) | > loss_disc_real_3: 0.1584002673625946 (0.20345849740779262) | > loss_disc_real_4: 0.1935177743434906 (0.20629464244020396) | > loss_disc_real_5: 0.2630646526813507 (0.20342798565310993) | > loss_0: 2.4152028560638428 (2.2601926134920665) | > grad_norm_0: tensor(29.0399, device='cuda:0') (tensor(39.1903, device='cuda:0')) | > loss_gen: 2.729555368423462 (2.7741248333591146) | > loss_kl: 1.9724231958389282 (2.0103895623108423) | > loss_feat: 8.184420585632324 (8.71705849417325) | > loss_mel: 14.68212604522705 (15.148263580497654) | > loss_duration: 1.8589788675308228 (1.910093191026271) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.42750358581543 (30.559929705214227) | > grad_norm_1: tensor(1482.1147, device='cuda:0') (tensor(968.9767, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8308 (0.8452452681530481) | > loader_time: 0.0107 (0.010219765805650032)  --> TIME: 2025-05-08 13:49:01 -- STEP: 137/725 -- GLOBAL_STEP: 47450 | > loss_disc: 2.161602020263672 (2.25423207944327) | > loss_disc_real_0: 0.14272373914718628 (0.1385596243895753) | > loss_disc_real_1: 0.1921669840812683 (0.20250915850165987) | > loss_disc_real_2: 0.16696658730506897 (0.1958007898426404) | > loss_disc_real_3: 0.1858242005109787 (0.20304567970498635) | > loss_disc_real_4: 0.210755854845047 (0.20645537983327017) | > loss_disc_real_5: 0.23843638598918915 (0.20446961780969244) | > loss_0: 2.161602020263672 (2.25423207944327) | > grad_norm_0: tensor(29.1504, device='cuda:0') (tensor(40.8625, device='cuda:0')) | > loss_gen: 2.841994285583496 (2.7668161340003463) | > loss_kl: 1.824539303779602 (1.9979544234101785) | > loss_feat: 9.06867790222168 (8.720625090773089) | > loss_mel: 14.56036376953125 (15.178575947336906) | > loss_duration: 1.8974802494049072 (1.9088574247638674) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.19305419921875 (30.57282908641509) | > grad_norm_1: tensor(544.3760, device='cuda:0') (tensor(1104.4371, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8155 (0.8456383760828171) | > loader_time: 0.0096 (0.010250521402289398)  --> TIME: 2025-05-08 13:49:45 -- STEP: 187/725 -- GLOBAL_STEP: 47500 | > loss_disc: 2.337207078933716 (2.256155674470299) | > loss_disc_real_0: 0.115074023604393 (0.13576896723738321) | > loss_disc_real_1: 0.2229166477918625 (0.20221574102493534) | > loss_disc_real_2: 0.21178270876407623 (0.19545011692506106) | > loss_disc_real_3: 0.19897006452083588 (0.2051080418302414) | > loss_disc_real_4: 0.20518383383750916 (0.20721099967943793) | > loss_disc_real_5: 0.19041822850704193 (0.20533837633018187) | > loss_0: 2.337207078933716 (2.256155674470299) | > grad_norm_0: tensor(13.2111, device='cuda:0') (tensor(39.4671, device='cuda:0')) | > loss_gen: 2.3972785472869873 (2.761335196979545) | > loss_kl: 1.94094979763031 (1.993673845408434) | > loss_feat: 7.657657623291016 (8.663740203979813) | > loss_mel: 14.531795501708984 (15.117873859915504) | > loss_duration: 1.9320298433303833 (1.9097188583669815) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.45970916748047 (30.44634198887463) | > grad_norm_1: tensor(895.4690, device='cuda:0') (tensor(1053.0966, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8426 (0.849137127718186) | > loader_time: 0.0112 (0.010280176917499396)  --> TIME: 2025-05-08 13:50:28 -- STEP: 237/725 -- GLOBAL_STEP: 47550 | > loss_disc: 2.118006944656372 (2.2511164800024233) | > loss_disc_real_0: 0.17680907249450684 (0.13593109184679597) | > loss_disc_real_1: 0.2109885960817337 (0.20211175197287454) | > loss_disc_real_2: 0.20559369027614594 (0.1950499774408743) | > loss_disc_real_3: 0.17972202599048615 (0.20409328952620304) | > loss_disc_real_4: 0.18447384238243103 (0.20659587478838892) | > loss_disc_real_5: 0.17635461688041687 (0.20508061154482235) | > loss_0: 2.118006944656372 (2.2511164800024233) | > grad_norm_0: tensor(66.7568, device='cuda:0') (tensor(39.9159, device='cuda:0')) | > loss_gen: 3.148591995239258 (2.7660082291953185) | > loss_kl: 2.0693445205688477 (1.9931460246758115) | > loss_feat: 10.594932556152344 (8.67645475934829) | > loss_mel: 17.88157081604004 (15.141152884889756) | > loss_duration: 1.8560947179794312 (1.904834842883082) | > amp_scaler: 64.0 (64.0) | > loss_1: 35.550537109375 (30.481596749543137) | > grad_norm_1: tensor(1160.1427, device='cuda:0') (tensor(1098.8834, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8085 (0.847687960677006) | > loader_time: 0.0104 (0.010353404258373918)  --> TIME: 2025-05-08 13:51:10 -- STEP: 287/725 -- GLOBAL_STEP: 47600 | > loss_disc: 2.2870564460754395 (2.2600612906213424) | > loss_disc_real_0: 0.13481034338474274 (0.13921266765648477) | > loss_disc_real_1: 0.20226964354515076 (0.2023043845381056) | > loss_disc_real_2: 0.1917525678873062 (0.19504446263720346) | > loss_disc_real_3: 0.21986256539821625 (0.20472492724137858) | > loss_disc_real_4: 0.18844138085842133 (0.2069211825468814) | > loss_disc_real_5: 0.20129001140594482 (0.20613896405447651) | > loss_0: 2.2870564460754395 (2.2600612906213424) | > grad_norm_0: tensor(55.7225, device='cuda:0') (tensor(39.9846, device='cuda:0')) | > loss_gen: 2.678122043609619 (2.7516077029995816) | > loss_kl: 1.8158024549484253 (1.9854817672888987) | > loss_feat: 8.376175880432129 (8.633789776925008) | > loss_mel: 14.828155517578125 (15.11363137142168) | > loss_duration: 1.9207873344421387 (1.9040192569174417) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.619043350219727 (30.3885298938286) | > grad_norm_1: tensor(1861.6437, device='cuda:0') (tensor(1109.2009, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8361 (0.8454372151803471) | > loader_time: 0.0126 (0.01039086235524885)  --> TIME: 2025-05-08 13:51:54 -- STEP: 337/725 -- GLOBAL_STEP: 47650 | > loss_disc: 2.287285804748535 (2.2611815165341422) | > loss_disc_real_0: 0.20231910049915314 (0.13920317022046977) | > loss_disc_real_1: 0.17206712067127228 (0.20204276173687835) | > loss_disc_real_2: 0.18641957640647888 (0.19534746626010627) | > loss_disc_real_3: 0.20481237769126892 (0.20456204667289457) | > loss_disc_real_4: 0.20613132417201996 (0.20731614255940525) | > loss_disc_real_5: 0.24868014454841614 (0.20595503512228278) | > loss_0: 2.287285804748535 (2.2611815165341422) | > grad_norm_0: tensor(58.1470, device='cuda:0') (tensor(39.4968, device='cuda:0')) | > loss_gen: 2.769047975540161 (2.7482142427201106) | > loss_kl: 1.9538533687591553 (1.9784294536630191) | > loss_feat: 8.666160583496094 (8.60213941636354) | > loss_mel: 14.87096881866455 (15.084270332970322) | > loss_duration: 1.8716223239898682 (1.9004010747377527) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.13165283203125 (30.313454500645488) | > grad_norm_1: tensor(434.1991, device='cuda:0') (tensor(1120.3640, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8612 (0.8465163325697449) | > loader_time: 0.0106 (0.01046908927600532)  --> TIME: 2025-05-08 13:52:36 -- STEP: 387/725 -- GLOBAL_STEP: 47700 | > loss_disc: 2.3986783027648926 (2.2599670190835783) | > loss_disc_real_0: 0.15889476239681244 (0.13860917572673292) | > loss_disc_real_1: 0.2253130078315735 (0.20210460394389873) | > loss_disc_real_2: 0.19784985482692719 (0.19512413395929698) | > loss_disc_real_3: 0.21161432564258575 (0.20461622723775313) | > loss_disc_real_4: 0.2146657407283783 (0.20746646166925897) | > loss_disc_real_5: 0.26117104291915894 (0.20640320644668214) | > loss_0: 2.3986783027648926 (2.2599670190835783) | > grad_norm_0: tensor(35.9829, device='cuda:0') (tensor(38.7391, device='cuda:0')) | > loss_gen: 2.582092761993408 (2.7453716959448142) | > loss_kl: 1.9484981298446655 (1.9788649319370277) | > loss_feat: 7.190736770629883 (8.581197492219989) | > loss_mel: 13.552273750305176 (15.044208085506153) | > loss_duration: 1.9709057807922363 (1.8993863200032435) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.2445068359375 (30.249028504048823) | > grad_norm_1: tensor(1607.0857, device='cuda:0') (tensor(1102.4286, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8407 (0.8458884846640495) | > loader_time: 0.0099 (0.01056928597679434)  --> TIME: 2025-05-08 13:53:19 -- STEP: 437/725 -- GLOBAL_STEP: 47750 | > loss_disc: 2.2101197242736816 (2.2599863651415295) | > loss_disc_real_0: 0.10113212466239929 (0.1395192595723019) | > loss_disc_real_1: 0.1773628443479538 (0.20186072997152127) | > loss_disc_real_2: 0.1714620441198349 (0.19456909886759527) | > loss_disc_real_3: 0.21548649668693542 (0.20459078190937738) | > loss_disc_real_4: 0.2004365175962448 (0.20718793915392877) | > loss_disc_real_5: 0.23724238574504852 (0.20650687268178577) | > loss_0: 2.2101197242736816 (2.2599863651415295) | > grad_norm_0: tensor(42.5760, device='cuda:0') (tensor(39.5081, device='cuda:0')) | > loss_gen: 2.8271055221557617 (2.74323760672074) | > loss_kl: 1.8245480060577393 (1.9762447900575684) | > loss_feat: 9.369478225708008 (8.571033694924147) | > loss_mel: 14.873481750488281 (15.009436694653683) | > loss_duration: 1.8262059688568115 (1.8970990835665564) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.720821380615234 (30.197051844826007) | > grad_norm_1: tensor(1505.3041, device='cuda:0') (tensor(1147.8198, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8622 (0.8447775016933066) | > loader_time: 0.0123 (0.01060231435762663)  --> TIME: 2025-05-08 13:54:01 -- STEP: 487/725 -- GLOBAL_STEP: 47800 | > loss_disc: 2.1402831077575684 (2.264289848613544) | > loss_disc_real_0: 0.15609508752822876 (0.13973820853588279) | > loss_disc_real_1: 0.18658359348773956 (0.20231730816790214) | > loss_disc_real_2: 0.19819539785385132 (0.19507832858841517) | > loss_disc_real_3: 0.2034192532300949 (0.2049457127614677) | > loss_disc_real_4: 0.19678638875484467 (0.2074788548740763) | > loss_disc_real_5: 0.19930590689182281 (0.20650593459116603) | > loss_0: 2.1402831077575684 (2.264289848613544) | > grad_norm_0: tensor(65.3500, device='cuda:0') (tensor(39.9207, device='cuda:0')) | > loss_gen: 2.904331922531128 (2.7396034876179165) | > loss_kl: 1.9962023496627808 (1.9759244940853704) | > loss_feat: 9.111701965332031 (8.545412110596953) | > loss_mel: 14.927877426147461 (14.98527671962793) | > loss_duration: 1.8706265687942505 (1.8953589068790726) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.810739517211914 (30.14157568600633) | > grad_norm_1: tensor(1407.3250, device='cuda:0') (tensor(1145.6803, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.814 (0.8436526840961934) | > loader_time: 0.0097 (0.010588119162181565)  --> TIME: 2025-05-08 13:54:44 -- STEP: 537/725 -- GLOBAL_STEP: 47850 | > loss_disc: 2.383117437362671 (2.2632674047622827) | > loss_disc_real_0: 0.19610197842121124 (0.1397899146186573) | > loss_disc_real_1: 0.2111363261938095 (0.20222630916472037) | > loss_disc_real_2: 0.17883352935314178 (0.1949597179778683) | > loss_disc_real_3: 0.24032121896743774 (0.2049327191083347) | > loss_disc_real_4: 0.22633634507656097 (0.2072035020678625) | > loss_disc_real_5: 0.2460942566394806 (0.20685907851495333) | > loss_0: 2.383117437362671 (2.2632674047622827) | > grad_norm_0: tensor(84.0345, device='cuda:0') (tensor(40.2935, device='cuda:0')) | > loss_gen: 2.6255736351013184 (2.740111201835079) | > loss_kl: 1.906903624534607 (1.977053155668177) | > loss_feat: 8.313392639160156 (8.55516994554459) | > loss_mel: 15.10567569732666 (15.0041254299313) | > loss_duration: 1.9070864915847778 (1.8938004315676413) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.858633041381836 (30.1702601185946) | > grad_norm_1: tensor(1127.2887, device='cuda:0') (tensor(1164.3119, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8215 (0.8438291696196828) | > loader_time: 0.0104 (0.010593478684096807)  --> TIME: 2025-05-08 13:55:27 -- STEP: 587/725 -- GLOBAL_STEP: 47900 | > loss_disc: 2.278074026107788 (2.2627056713201736) | > loss_disc_real_0: 0.1619170606136322 (0.13988791244958093) | > loss_disc_real_1: 0.23646490275859833 (0.2020040054946783) | > loss_disc_real_2: 0.20278216898441315 (0.19498008304296194) | > loss_disc_real_3: 0.21044085919857025 (0.20473279683411222) | > loss_disc_real_4: 0.21948464214801788 (0.2070659948116268) | > loss_disc_real_5: 0.21584786474704742 (0.20686090919086028) | > loss_0: 2.278074026107788 (2.2627056713201736) | > grad_norm_0: tensor(43.3346, device='cuda:0') (tensor(40.0320, device='cuda:0')) | > loss_gen: 2.7810535430908203 (2.7375461856185694) | > loss_kl: 1.992357611656189 (1.9798027735958716) | > loss_feat: 8.429849624633789 (8.546167420772314) | > loss_mel: 15.464560508728027 (15.003909237746283) | > loss_duration: 1.8616394996643066 (1.8921320718638535) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.529460906982422 (30.159557631718435) | > grad_norm_1: tensor(1732.5364, device='cuda:0') (tensor(1168.0593, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8422 (0.842798266337718) | > loader_time: 0.0102 (0.010584952680987433)  --> TIME: 2025-05-08 13:56:09 -- STEP: 637/725 -- GLOBAL_STEP: 47950 | > loss_disc: 2.222072124481201 (2.263969983934796) | > loss_disc_real_0: 0.1255524754524231 (0.1407776612501878) | > loss_disc_real_1: 0.18974913656711578 (0.20186632738289306) | > loss_disc_real_2: 0.18985386192798615 (0.19502252485351604) | > loss_disc_real_3: 0.20358240604400635 (0.20458703985206747) | > loss_disc_real_4: 0.21578942239284515 (0.2070212335657663) | > loss_disc_real_5: 0.1967267543077469 (0.20699230449353132) | > loss_0: 2.222072124481201 (2.263969983934796) | > grad_norm_0: tensor(28.5052, device='cuda:0') (tensor(40.2395, device='cuda:0')) | > loss_gen: 2.739135265350342 (2.7357165484076593) | > loss_kl: 1.8349121809005737 (1.9810274629802493) | > loss_feat: 8.235640525817871 (8.539496622429914) | > loss_mel: 14.216064453125 (15.001320093355524) | > loss_duration: 1.8271801471710205 (1.8900100907875192) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.852933883666992 (30.147570761256908) | > grad_norm_1: tensor(1522.8401, device='cuda:0') (tensor(1173.2791, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8218 (0.8421357527632541) | > loader_time: 0.0106 (0.01056846157535092)  --> TIME: 2025-05-08 13:56:51 -- STEP: 687/725 -- GLOBAL_STEP: 48000 | > loss_disc: 2.318030595779419 (2.265300866644803) | > loss_disc_real_0: 0.19493883848190308 (0.14138882420685975) | > loss_disc_real_1: 0.25652071833610535 (0.20203584803504185) | > loss_disc_real_2: 0.20109696686267853 (0.19534731054410134) | > loss_disc_real_3: 0.18980816006660461 (0.20447696159760503) | > loss_disc_real_4: 0.22480562329292297 (0.2069461919161258) | > loss_disc_real_5: 0.22437375783920288 (0.2068147764282282) | > loss_0: 2.318030595779419 (2.265300866644803) | > grad_norm_0: tensor(60.7706, device='cuda:0') (tensor(40.2694, device='cuda:0')) | > loss_gen: 2.9295692443847656 (2.7329702189916096) | > loss_kl: 1.7325540781021118 (1.976572095566962) | > loss_feat: 8.681328773498535 (8.522947085129294) | > loss_mel: 14.45460319519043 (14.974374929369798) | > loss_duration: 1.8901841640472412 (1.8881452973753083) | > amp_scaler: 128.0 (68.00582241630276) | > loss_1: 29.68824005126953 (30.09500957472355) | > grad_norm_1: tensor(753.1442, device='cuda:0') (tensor(1174.6527, device='cuda:0')) | > current_lr_0: 0.000199950003125 | > current_lr_1: 0.000199950003125 | > step_time: 0.8651 (0.8412837246446456) | > loader_time: 0.0098 (0.010556528488447925) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_48000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2181403636932373 (2.2181403636932373) | > loss_disc_real_0: 0.14560063183307648 (0.14560063183307648) | > loss_disc_real_1: 0.153432697057724 (0.153432697057724) | > loss_disc_real_2: 0.1535104364156723 (0.1535104364156723) | > loss_disc_real_3: 0.21183304488658905 (0.21183304488658905) | > loss_disc_real_4: 0.14867277443408966 (0.14867277443408966) | > loss_disc_real_5: 0.18536384403705597 (0.18536384403705597) | > loss_0: 2.2181403636932373 (2.2181403636932373) | > loss_gen: 2.5286271572113037 (2.5286271572113037) | > loss_kl: 2.1935276985168457 (2.1935276985168457) | > loss_feat: 9.822714805603027 (9.822714805603027) | > loss_mel: 16.714521408081055 (16.714521408081055) | > loss_duration: 1.7842645645141602 (1.7842645645141602) | > loss_1: 33.04365539550781 (33.04365539550781)  --> STEP: 1 | > loss_disc: 2.1525979042053223 (2.1525979042053223) | > loss_disc_real_0: 0.14313827455043793 (0.14313827455043793) | > loss_disc_real_1: 0.15689042210578918 (0.15689042210578918) | > loss_disc_real_2: 0.16119414567947388 (0.16119414567947388) | > loss_disc_real_3: 0.1932077705860138 (0.1932077705860138) | > loss_disc_real_4: 0.15275166928768158 (0.15275166928768158) | > loss_disc_real_5: 0.1910233348608017 (0.1910233348608017) | > loss_0: 2.1525979042053223 (2.1525979042053223) | > loss_gen: 2.591550588607788 (2.591550588607788) | > loss_kl: 2.248216152191162 (2.248216152191162) | > loss_feat: 9.757823944091797 (9.757823944091797) | > loss_mel: 16.527069091796875 (16.527069091796875) | > loss_duration: 1.8622698783874512 (1.8622698783874512) | > loss_1: 32.98693084716797 (32.98693084716797)  --> STEP: 2 | > loss_disc: 2.2228317260742188 (2.1877148151397705) | > loss_disc_real_0: 0.16337116062641144 (0.15325471758842468) | > loss_disc_real_1: 0.14469558000564575 (0.15079300105571747) | > loss_disc_real_2: 0.16485266387462616 (0.16302340477705002) | > loss_disc_real_3: 0.20473670959472656 (0.19897224009037018) | > loss_disc_real_4: 0.16368462145328522 (0.1582181453704834) | > loss_disc_real_5: 0.17790792882442474 (0.18446563184261322) | > loss_0: 2.2228317260742188 (2.1877148151397705) | > loss_gen: 2.4420554637908936 (2.516803026199341) | > loss_kl: 1.9558305740356445 (2.1020233631134033) | > loss_feat: 8.53819751739502 (9.148010730743408) | > loss_mel: 16.30088996887207 (16.413979530334473) | > loss_duration: 1.9163463115692139 (1.8893080949783325) | > loss_1: 31.153318405151367 (32.07012462615967)  --> STEP: 3 | > loss_disc: 2.321000099182129 (2.23214324315389) | > loss_disc_real_0: 0.19010692834854126 (0.16553878784179688) | > loss_disc_real_1: 0.1804996132850647 (0.16069520513216654) | > loss_disc_real_2: 0.18188942968845367 (0.1693120797475179) | > loss_disc_real_3: 0.24120649695396423 (0.2130503257115682) | > loss_disc_real_4: 0.1822546124458313 (0.16623030106226602) | > loss_disc_real_5: 0.18843768537044525 (0.1857896496852239) | > loss_0: 2.321000099182129 (2.23214324315389) | > loss_gen: 2.468069076538086 (2.500558376312256) | > loss_kl: 2.0399227142333984 (2.0813231468200684) | > loss_feat: 7.263047695159912 (8.519689718882242) | > loss_mel: 14.05838680267334 (15.628781954447428) | > loss_duration: 1.896876573562622 (1.8918309211730957) | > loss_1: 27.72630500793457 (30.62218475341797)  --> STEP: 4 | > loss_disc: 2.2953433990478516 (2.2479432821273804) | > loss_disc_real_0: 0.19010542333126068 (0.17168044671416283) | > loss_disc_real_1: 0.18177688121795654 (0.16596562415361404) | > loss_disc_real_2: 0.17077088356018066 (0.1696767807006836) | > loss_disc_real_3: 0.22022691369056702 (0.2148444727063179) | > loss_disc_real_4: 0.17035700380802155 (0.1672619767487049) | > loss_disc_real_5: 0.19862088561058044 (0.18899745866656303) | > loss_0: 2.2953433990478516 (2.2479432821273804) | > loss_gen: 2.4016759395599365 (2.475837767124176) | > loss_kl: 2.145982265472412 (2.0974879264831543) | > loss_feat: 8.133977890014648 (8.423261761665344) | > loss_mel: 14.69887924194336 (15.396306276321411) | > loss_duration: 1.8634555339813232 (1.8847370743751526) | > loss_1: 29.24397087097168 (30.277631282806396) --> EVAL PERFORMANCE | > avg_loader_time: 0.2963176369667053 (-0.03703296184539795) | > avg_loss_disc: 2.2479432821273804 (+0.036893486976623535) | > avg_loss_disc_real_0: 0.17168044671416283 (+0.03890655376017094) | > avg_loss_disc_real_1: 0.16596562415361404 (-0.031508829444646835) | > avg_loss_disc_real_2: 0.1696767807006836 (-0.020533688366413116) | > avg_loss_disc_real_3: 0.2148444727063179 (-0.011945705860853195) | > avg_loss_disc_real_4: 0.1672619767487049 (-0.07090791314840317) | > avg_loss_disc_real_5: 0.18899745866656303 (-0.022983383387327194) | > avg_loss_0: 2.2479432821273804 (+0.036893486976623535) | > avg_loss_gen: 2.475837767124176 (-0.18157804012298584) | > avg_loss_kl: 2.0974879264831543 (-0.012107759714126587) | > avg_loss_feat: 8.423261761665344 (-0.22712981700897217) | > avg_loss_mel: 15.396306276321411 (-0.20148777961730957) | > avg_loss_duration: 1.8847370743751526 (-0.059386223554611206) | > avg_loss_1: 30.277631282806396 (-0.6816883087158203)  > EPOCH: 3/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 13:57:34)   --> TIME: 2025-05-08 13:57:47 -- STEP: 12/725 -- GLOBAL_STEP: 48050 | > loss_disc: 2.3413331508636475 (2.2755292455355325) | > loss_disc_real_0: 0.16253310441970825 (0.13901508723696074) | > loss_disc_real_1: 0.21814830601215363 (0.20065582171082497) | > loss_disc_real_2: 0.2767426669597626 (0.1980673186480999) | > loss_disc_real_3: 0.2678670883178711 (0.20994620894392332) | > loss_disc_real_4: 0.1994272619485855 (0.20822717001040777) | > loss_disc_real_5: 0.23697377741336823 (0.212289368112882) | > loss_0: 2.3413331508636475 (2.2755292455355325) | > grad_norm_0: tensor(29.9728, device='cuda:0') (tensor(42.9781, device='cuda:0')) | > loss_gen: 2.9348835945129395 (2.7432550191879272) | > loss_kl: 1.9948678016662598 (1.9343976477781932) | > loss_feat: 7.884103775024414 (8.38162358601888) | > loss_mel: 14.486810684204102 (15.114700237909952) | > loss_duration: 1.904215931892395 (1.8449997405211132) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.20488166809082 (30.01897668838501) | > grad_norm_1: tensor(1918.1820, device='cuda:0') (tensor(1507.0697, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8501 (0.8408883810043335) | > loader_time: 0.009 (0.010010242462158203)  --> TIME: 2025-05-08 13:58:30 -- STEP: 62/725 -- GLOBAL_STEP: 48100 | > loss_disc: 2.3018898963928223 (2.2734955856876993) | > loss_disc_real_0: 0.10753526538610458 (0.14372266792962624) | > loss_disc_real_1: 0.21586327254772186 (0.20130155788313958) | > loss_disc_real_2: 0.18925337493419647 (0.1960272224199387) | > loss_disc_real_3: 0.1857403814792633 (0.20476413325917336) | > loss_disc_real_4: 0.19709931313991547 (0.20723615274313958) | > loss_disc_real_5: 0.13451820611953735 (0.2057264764462748) | > loss_0: 2.3018898963928223 (2.2734955856876993) | > grad_norm_0: tensor(47.0887, device='cuda:0') (tensor(46.1423, device='cuda:0')) | > loss_gen: 2.663180351257324 (2.733028684892962) | > loss_kl: 2.0844080448150635 (1.9536283554569367) | > loss_feat: 8.442535400390625 (8.470330015305546) | > loss_mel: 15.713053703308105 (14.888796590989635) | > loss_duration: 1.8890407085418701 (1.8413383441586648) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.792219161987305 (29.887122184999527) | > grad_norm_1: tensor(1278.0851, device='cuda:0') (tensor(1138.6656, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8662 (0.8565073167124102) | > loader_time: 0.0108 (0.010590860920567666)  --> TIME: 2025-05-08 13:59:15 -- STEP: 112/725 -- GLOBAL_STEP: 48150 | > loss_disc: 2.2316699028015137 (2.258522342358317) | > loss_disc_real_0: 0.1578015685081482 (0.14342757753495655) | > loss_disc_real_1: 0.17029209434986115 (0.20110381514366185) | > loss_disc_real_2: 0.2148384004831314 (0.19436528799789293) | > loss_disc_real_3: 0.20564600825309753 (0.20449441950768232) | > loss_disc_real_4: 0.18999052047729492 (0.20575487972902398) | > loss_disc_real_5: 0.16862815618515015 (0.2059610906456198) | > loss_0: 2.2316699028015137 (2.258522342358317) | > grad_norm_0: tensor(33.1514, device='cuda:0') (tensor(42.7826, device='cuda:0')) | > loss_gen: 2.6767797470092773 (2.750104612537793) | > loss_kl: 1.9742459058761597 (1.9465984585029739) | > loss_feat: 8.355734825134277 (8.56434436781066) | > loss_mel: 14.51525592803955 (14.987457019942147) | > loss_duration: 1.8567748069763184 (1.8430139677865165) | > amp_scaler: 64.0 (112.57142857142857) | > loss_1: 29.378793716430664 (30.091518589428492) | > grad_norm_1: tensor(881.4704, device='cuda:0') (tensor(1062.9548, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8155 (0.8623778947762081) | > loader_time: 0.0114 (0.010572199310575212)  --> TIME: 2025-05-08 13:59:57 -- STEP: 162/725 -- GLOBAL_STEP: 48200 | > loss_disc: 2.184462547302246 (2.255409320195516) | > loss_disc_real_0: 0.11811310797929764 (0.14041862719588802) | > loss_disc_real_1: 0.19360826909542084 (0.20118102192142864) | > loss_disc_real_2: 0.18105025589466095 (0.1942706520174757) | > loss_disc_real_3: 0.18264621496200562 (0.20440143797500643) | > loss_disc_real_4: 0.20788392424583435 (0.20655236301230792) | > loss_disc_real_5: 0.20753850042819977 (0.2050555818426756) | > loss_0: 2.184462547302246 (2.255409320195516) | > grad_norm_0: tensor(35.4160, device='cuda:0') (tensor(40.2230, device='cuda:0')) | > loss_gen: 2.6840343475341797 (2.7490387360254935) | > loss_kl: 1.875482439994812 (1.942619835888898) | > loss_feat: 8.934919357299805 (8.535625086890331) | > loss_mel: 15.66288948059082 (14.955819647989156) | > loss_duration: 1.8191345930099487 (1.8428894296104525) | > amp_scaler: 64.0 (97.58024691358027) | > loss_1: 30.976459503173828 (30.025992887991446) | > grad_norm_1: tensor(856.5430, device='cuda:0') (tensor(1035.9344, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8187 (0.8550314123247876) | > loader_time: 0.0092 (0.010489329879666555)  --> TIME: 2025-05-08 14:00:41 -- STEP: 212/725 -- GLOBAL_STEP: 48250 | > loss_disc: 2.2468152046203613 (2.2593316042198346) | > loss_disc_real_0: 0.12010528147220612 (0.1422292957398688) | > loss_disc_real_1: 0.18857425451278687 (0.20134854893077095) | > loss_disc_real_2: 0.23548568785190582 (0.19467768129312774) | > loss_disc_real_3: 0.22881574928760529 (0.20488295697097514) | > loss_disc_real_4: 0.21575267612934113 (0.2068422473967075) | > loss_disc_real_5: 0.1455674171447754 (0.2053333324784378) | > loss_0: 2.2468152046203613 (2.2593316042198346) | > grad_norm_0: tensor(9.7806, device='cuda:0') (tensor(38.5745, device='cuda:0')) | > loss_gen: 2.724971055984497 (2.7379475831985483) | > loss_kl: 1.854838252067566 (1.9483216939107426) | > loss_feat: 8.356552124023438 (8.519787140612339) | > loss_mel: 14.999984741210938 (14.95360347459901) | > loss_duration: 1.8260706663131714 (1.8400573494299404) | > amp_scaler: 64.0 (89.66037735849056) | > loss_1: 29.762418746948242 (29.999717343528317) | > grad_norm_1: tensor(959.3713, device='cuda:0') (tensor(1087.7380, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8268 (0.8534047344945511) | > loader_time: 0.0097 (0.010541215257824596)  --> TIME: 2025-05-08 14:01:23 -- STEP: 262/725 -- GLOBAL_STEP: 48300 | > loss_disc: 2.2144768238067627 (2.2630135057536727) | > loss_disc_real_0: 0.1604723483324051 (0.1418760275283387) | > loss_disc_real_1: 0.21777191758155823 (0.20135329191693824) | > loss_disc_real_2: 0.1933043897151947 (0.19527678862782843) | > loss_disc_real_3: 0.20648258924484253 (0.20557743219928892) | > loss_disc_real_4: 0.21266765892505646 (0.20686433572350565) | > loss_disc_real_5: 0.209361270070076 (0.20575842301126654) | > loss_0: 2.2144768238067627 (2.2630135057536727) | > grad_norm_0: tensor(17.8650, device='cuda:0') (tensor(38.9165, device='cuda:0')) | > loss_gen: 2.739346981048584 (2.73549618611809) | > loss_kl: 2.0612704753875732 (1.9478015899658203) | > loss_feat: 7.775768756866455 (8.492404273448102) | > loss_mel: 13.651690483093262 (14.935779735332227) | > loss_duration: 1.816357970237732 (1.8380362204922975) | > amp_scaler: 64.0 (84.76335877862596) | > loss_1: 28.044435501098633 (29.949518043576305) | > grad_norm_1: tensor(1361.3838, device='cuda:0') (tensor(1099.7787, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8805 (0.8499849388617595) | > loader_time: 0.01 (0.010466501003003306)  --> TIME: 2025-05-08 14:02:06 -- STEP: 312/725 -- GLOBAL_STEP: 48350 | > loss_disc: 2.270568609237671 (2.2631931778712175) | > loss_disc_real_0: 0.15074416995048523 (0.14218413808311403) | > loss_disc_real_1: 0.19896963238716125 (0.20124138762744573) | > loss_disc_real_2: 0.18740268051624298 (0.19579412463383813) | > loss_disc_real_3: 0.21158869564533234 (0.20512214570473403) | > loss_disc_real_4: 0.18573862314224243 (0.2066187018003219) | > loss_disc_real_5: 0.19754929840564728 (0.20551139058975074) | > loss_0: 2.270568609237671 (2.2631931778712175) | > grad_norm_0: tensor(30.5912, device='cuda:0') (tensor(39.4058, device='cuda:0')) | > loss_gen: 2.5730860233306885 (2.732730846374464) | > loss_kl: 1.8940050601959229 (1.938097214851624) | > loss_feat: 7.893441200256348 (8.470456103483846) | > loss_mel: 13.654556274414062 (14.890852668346502) | > loss_duration: 1.857386827468872 (1.8375088824675634) | > amp_scaler: 64.0 (81.43589743589742) | > loss_1: 27.872474670410156 (29.869645736156365) | > grad_norm_1: tensor(1521.4749, device='cuda:0') (tensor(1117.7831, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8382 (0.849499218738996) | > loader_time: 0.0117 (0.010484730586027495)  --> TIME: 2025-05-08 14:02:49 -- STEP: 362/725 -- GLOBAL_STEP: 48400 | > loss_disc: 2.150721788406372 (2.2595389139586417) | > loss_disc_real_0: 0.1303844451904297 (0.14230253413648894) | > loss_disc_real_1: 0.20502416789531708 (0.20103166441726422) | > loss_disc_real_2: 0.20680135488510132 (0.19536683482030495) | > loss_disc_real_3: 0.17507123947143555 (0.20456063446912975) | > loss_disc_real_4: 0.17394137382507324 (0.20617593495556005) | > loss_disc_real_5: 0.18055249750614166 (0.20515794516926972) | > loss_0: 2.150721788406372 (2.2595389139586417) | > grad_norm_0: tensor(37.4009, device='cuda:0') (tensor(39.8575, device='cuda:0')) | > loss_gen: 3.021141529083252 (2.735074431198078) | > loss_kl: 1.9940673112869263 (1.943207520477021) | > loss_feat: 9.941314697265625 (8.49079362595281) | > loss_mel: 16.318655014038086 (14.896134005067099) | > loss_duration: 1.7755203247070312 (1.8368719147713803) | > amp_scaler: 64.0 (79.02762430939222) | > loss_1: 33.050697326660156 (29.90208148956299) | > grad_norm_1: tensor(1638.7385, device='cuda:0') (tensor(1162.9885, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8214 (0.8486658347904353) | > loader_time: 0.0108 (0.010449228365776957)  --> TIME: 2025-05-08 14:03:32 -- STEP: 412/725 -- GLOBAL_STEP: 48450 | > loss_disc: 2.3300108909606934 (2.2569627779201427) | > loss_disc_real_0: 0.08506988734006882 (0.1420163083279017) | > loss_disc_real_1: 0.20732367038726807 (0.2007841838939676) | > loss_disc_real_2: 0.19050191342830658 (0.19520053375982557) | > loss_disc_real_3: 0.21379980444908142 (0.20392343904642227) | > loss_disc_real_4: 0.21028952300548553 (0.20610587935424546) | > loss_disc_real_5: 0.20453408360481262 (0.20515668381331037) | > loss_0: 2.3300108909606934 (2.2569627779201427) | > grad_norm_0: tensor(40.9470, device='cuda:0') (tensor(39.7987, device='cuda:0')) | > loss_gen: 2.6912214756011963 (2.734973625071998) | > loss_kl: 2.004493474960327 (1.9431927088394905) | > loss_feat: 8.71617317199707 (8.485189504993784) | > loss_mel: 15.13645076751709 (14.869271012185846) | > loss_duration: 1.8316270112991333 (1.8390027368531643) | > amp_scaler: 64.0 (77.20388349514553) | > loss_1: 30.37996482849121 (29.871629599228648) | > grad_norm_1: tensor(1274.6379, device='cuda:0') (tensor(1185.0804, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8528 (0.8479560677287648) | > loader_time: 0.0099 (0.010435696365763844)  --> TIME: 2025-05-08 14:04:14 -- STEP: 462/725 -- GLOBAL_STEP: 48500 | > loss_disc: 2.368927001953125 (2.2572383767082598) | > loss_disc_real_0: 0.14098072052001953 (0.1419813159966108) | > loss_disc_real_1: 0.18489369750022888 (0.20121699449045832) | > loss_disc_real_2: 0.18573246896266937 (0.19510071666596784) | > loss_disc_real_3: 0.21387407183647156 (0.20370608197275178) | > loss_disc_real_4: 0.19094078242778778 (0.20611958412122933) | > loss_disc_real_5: 0.19572673738002777 (0.2054293861701375) | > loss_0: 2.368927001953125 (2.2572383767082598) | > grad_norm_0: tensor(15.7520, device='cuda:0') (tensor(39.2476, device='cuda:0')) | > loss_gen: 2.445932149887085 (2.736484925468247) | > loss_kl: 2.07426381111145 (1.9470716869676268) | > loss_feat: 8.28787899017334 (8.486915472782027) | > loss_mel: 14.999391555786133 (14.878100159880402) | > loss_duration: 1.8827546834945679 (1.8397313392523564) | > amp_scaler: 64.0 (75.77489177489171) | > loss_1: 29.690221786499023 (29.888303595703917) | > grad_norm_1: tensor(803.5288, device='cuda:0') (tensor(1161.6780, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.7737 (0.8466531781407146) | > loader_time: 0.01 (0.010427703589071963)  --> TIME: 2025-05-08 14:04:57 -- STEP: 512/725 -- GLOBAL_STEP: 48550 | > loss_disc: 2.2103681564331055 (2.260158360470088) | > loss_disc_real_0: 0.11454124003648758 (0.14182003679161428) | > loss_disc_real_1: 0.1916389763355255 (0.20161264322814532) | > loss_disc_real_2: 0.1851796805858612 (0.19519274661433894) | > loss_disc_real_3: 0.21622467041015625 (0.2039708143856842) | > loss_disc_real_4: 0.22472980618476868 (0.2063064029207453) | > loss_disc_real_5: 0.22167693078517914 (0.2058999291039072) | > loss_0: 2.2103681564331055 (2.260158360470088) | > grad_norm_0: tensor(40.1435, device='cuda:0') (tensor(39.0248, device='cuda:0')) | > loss_gen: 2.76072096824646 (2.7338333600200713) | > loss_kl: 2.054205894470215 (1.9482206092216074) | > loss_feat: 9.274435043334961 (8.478713793680077) | > loss_mel: 16.47418212890625 (14.870046693831682) | > loss_duration: 1.8045744895935059 (1.8408521499950439) | > amp_scaler: 64.0 (74.62499999999994) | > loss_1: 32.36811828613281 (29.871666602790356) | > grad_norm_1: tensor(2224.5654, device='cuda:0') (tensor(1170.1672, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8412 (0.8460307447239757) | > loader_time: 0.01 (0.010414421092718843)  --> TIME: 2025-05-08 14:05:40 -- STEP: 562/725 -- GLOBAL_STEP: 48600 | > loss_disc: 2.2611727714538574 (2.2594643190662227) | > loss_disc_real_0: 0.15496590733528137 (0.14227598627160876) | > loss_disc_real_1: 0.20473992824554443 (0.2015336580654056) | > loss_disc_real_2: 0.1982434242963791 (0.1950344446237826) | > loss_disc_real_3: 0.20585143566131592 (0.20379203332594711) | > loss_disc_real_4: 0.1972268968820572 (0.20618118146878542) | > loss_disc_real_5: 0.21535198390483856 (0.20564814394479117) | > loss_0: 2.2611727714538574 (2.2594643190662227) | > grad_norm_0: tensor(19.0666, device='cuda:0') (tensor(39.2014, device='cuda:0')) | > loss_gen: 2.826772451400757 (2.7331792900995007) | > loss_kl: 1.731422781944275 (1.945746178940946) | > loss_feat: 8.604474067687988 (8.482006519290481) | > loss_mel: 14.313382148742676 (14.889557855409235) | > loss_duration: 1.790905237197876 (1.8406938153229575) | > amp_scaler: 64.0 (73.67971530249103) | > loss_1: 29.266956329345703 (29.891183646124027) | > grad_norm_1: tensor(942.2369, device='cuda:0') (tensor(1194.1974, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8742 (0.8449744147338054) | > loader_time: 0.0109 (0.010408501608091746)  --> TIME: 2025-05-08 14:06:23 -- STEP: 612/725 -- GLOBAL_STEP: 48650 | > loss_disc: 2.157034158706665 (2.2578715448286033) | > loss_disc_real_0: 0.07697001099586487 (0.14173116155114823) | > loss_disc_real_1: 0.19421367347240448 (0.20145070199775536) | > loss_disc_real_2: 0.19892555475234985 (0.19514998211677567) | > loss_disc_real_3: 0.23086649179458618 (0.20376226995018584) | > loss_disc_real_4: 0.24302034080028534 (0.20634023998590081) | > loss_disc_real_5: 0.20410515367984772 (0.20569487244767284) | > loss_0: 2.157034158706665 (2.2578715448286033) | > grad_norm_0: tensor(10.5606, device='cuda:0') (tensor(39.0328, device='cuda:0')) | > loss_gen: 2.9245893955230713 (2.737745234779284) | > loss_kl: 1.9999502897262573 (1.9446334328526764) | > loss_feat: 8.11229419708252 (8.504931391454214) | > loss_mel: 14.24534797668457 (14.90057201946483) | > loss_duration: 1.758320927619934 (1.8402608934960334) | > amp_scaler: 64.0 (72.88888888888881) | > loss_1: 29.040504455566406 (29.92814296834609) | > grad_norm_1: tensor(521.5163, device='cuda:0') (tensor(1168.0155, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8121 (0.8448420007244436) | > loader_time: 0.0104 (0.010392346802879789)  --> TIME: 2025-05-08 14:07:05 -- STEP: 662/725 -- GLOBAL_STEP: 48700 | > loss_disc: 2.2926034927368164 (2.257049745483342) | > loss_disc_real_0: 0.1216631829738617 (0.14169398039084186) | > loss_disc_real_1: 0.17954808473587036 (0.2013469055925251) | > loss_disc_real_2: 0.19038471579551697 (0.19515087034587075) | > loss_disc_real_3: 0.2173689305782318 (0.2037460263987324) | > loss_disc_real_4: 0.19992326200008392 (0.20618021711031845) | > loss_disc_real_5: 0.20481157302856445 (0.205698953316831) | > loss_0: 2.2926034927368164 (2.257049745483342) | > grad_norm_0: tensor(49.3014, device='cuda:0') (tensor(39.1918, device='cuda:0')) | > loss_gen: 2.614213466644287 (2.7377922992331754) | > loss_kl: 1.8582795858383179 (1.9407145708709326) | > loss_feat: 9.22898006439209 (8.500420264246968) | > loss_mel: 15.273323059082031 (14.881215111366572) | > loss_duration: 1.8703137636184692 (1.8412319365945107) | > amp_scaler: 64.0 (72.2175226586102) | > loss_1: 30.845109939575195 (29.90137418303245) | > grad_norm_1: tensor(1348.2539, device='cuda:0') (tensor(1184.7395, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8532 (0.8442932464565037) | > loader_time: 0.0101 (0.010399635104614448)  --> TIME: 2025-05-08 14:07:48 -- STEP: 712/725 -- GLOBAL_STEP: 48750 | > loss_disc: 2.1223156452178955 (2.258017639263293) | > loss_disc_real_0: 0.10782761871814728 (0.14202811694547035) | > loss_disc_real_1: 0.17754612863063812 (0.20141244914089695) | > loss_disc_real_2: 0.1862926334142685 (0.19531451977705708) | > loss_disc_real_3: 0.19772012531757355 (0.2037508366106268) | > loss_disc_real_4: 0.18995802104473114 (0.20633889797530824) | > loss_disc_real_5: 0.20816287398338318 (0.20563799559316592) | > loss_0: 2.1223156452178955 (2.258017639263293) | > grad_norm_0: tensor(20.9425, device='cuda:0') (tensor(39.5943, device='cuda:0')) | > loss_gen: 2.796447277069092 (2.736332471451062) | > loss_kl: 1.8998688459396362 (1.937802289811413) | > loss_feat: 8.218459129333496 (8.488950448759491) | > loss_mel: 15.05144214630127 (14.865194647499685) | > loss_duration: 1.860914945602417 (1.8412107359827234) | > amp_scaler: 64.0 (71.64044943820214) | > loss_1: 29.827131271362305 (29.869490596685516) | > grad_norm_1: tensor(522.0216, device='cuda:0') (tensor(1193.8871, device='cuda:0')) | > current_lr_0: 0.00019992500937460937 | > current_lr_1: 0.00019992500937460937 | > step_time: 0.8165 (0.8442909891685745) | > loader_time: 0.0119 (0.010427199722675803)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.310091972351074 (2.310091972351074) | > loss_disc_real_0: 0.25514400005340576 (0.25514400005340576) | > loss_disc_real_1: 0.18370361626148224 (0.18370361626148224) | > loss_disc_real_2: 0.21636024117469788 (0.21636024117469788) | > loss_disc_real_3: 0.17716017365455627 (0.17716017365455627) | > loss_disc_real_4: 0.17680677771568298 (0.17680677771568298) | > loss_disc_real_5: 0.18918141722679138 (0.18918141722679138) | > loss_0: 2.310091972351074 (2.310091972351074) | > loss_gen: 2.584216594696045 (2.584216594696045) | > loss_kl: 2.002570390701294 (2.002570390701294) | > loss_feat: 9.248661994934082 (9.248661994934082) | > loss_mel: 17.053932189941406 (17.053932189941406) | > loss_duration: 1.7927645444869995 (1.7927645444869995) | > loss_1: 32.68214416503906 (32.68214416503906)  --> STEP: 1 | > loss_disc: 2.432908535003662 (2.432908535003662) | > loss_disc_real_0: 0.2722368836402893 (0.2722368836402893) | > loss_disc_real_1: 0.20002572238445282 (0.20002572238445282) | > loss_disc_real_2: 0.2320018857717514 (0.2320018857717514) | > loss_disc_real_3: 0.17585697770118713 (0.17585697770118713) | > loss_disc_real_4: 0.18073730170726776 (0.18073730170726776) | > loss_disc_real_5: 0.19114503264427185 (0.19114503264427185) | > loss_0: 2.432908535003662 (2.432908535003662) | > loss_gen: 2.404857635498047 (2.404857635498047) | > loss_kl: 2.194648504257202 (2.194648504257202) | > loss_feat: 8.026015281677246 (8.026015281677246) | > loss_mel: 15.05579948425293 (15.05579948425293) | > loss_duration: 1.8610124588012695 (1.8610124588012695) | > loss_1: 29.54233169555664 (29.54233169555664)  --> STEP: 2 | > loss_disc: 2.487438678741455 (2.4601736068725586) | > loss_disc_real_0: 0.28552088141441345 (0.2788788825273514) | > loss_disc_real_1: 0.21042999625205994 (0.20522785931825638) | > loss_disc_real_2: 0.22492092847824097 (0.22846140712499619) | > loss_disc_real_3: 0.19286450743675232 (0.18436074256896973) | > loss_disc_real_4: 0.19338923692703247 (0.18706326931715012) | > loss_disc_real_5: 0.2229890078306198 (0.20706702023744583) | > loss_0: 2.487438678741455 (2.4601736068725586) | > loss_gen: 2.3930654525756836 (2.3989615440368652) | > loss_kl: 2.0245299339294434 (2.1095892190933228) | > loss_feat: 7.129848480224609 (7.577931880950928) | > loss_mel: 15.186286926269531 (15.12104320526123) | > loss_duration: 1.9078564643859863 (1.884434461593628) | > loss_1: 28.641586303710938 (29.09195899963379)  --> STEP: 3 | > loss_disc: 2.523594379425049 (2.481313864390055) | > loss_disc_real_0: 0.27256670594215393 (0.2767748236656189) | > loss_disc_real_1: 0.23265697062015533 (0.21437089641888937) | > loss_disc_real_2: 0.23846429586410522 (0.23179570337136587) | > loss_disc_real_3: 0.19019511342048645 (0.18630553285280863) | > loss_disc_real_4: 0.20607689023017883 (0.19340114295482635) | > loss_disc_real_5: 0.21653494238853455 (0.21022299428780875) | > loss_0: 2.523594379425049 (2.481313864390055) | > loss_gen: 2.4052364826202393 (2.4010531902313232) | > loss_kl: 1.9114034175872803 (2.043527285257975) | > loss_feat: 7.349853038787842 (7.501905600229899) | > loss_mel: 14.449005126953125 (14.897030512491861) | > loss_duration: 1.9079744815826416 (1.892281134923299) | > loss_1: 28.023473739624023 (28.7357972462972)  --> STEP: 4 | > loss_disc: 2.4053125381469727 (2.4623135328292847) | > loss_disc_real_0: 0.26179641485214233 (0.27303022146224976) | > loss_disc_real_1: 0.20924890041351318 (0.21309039741754532) | > loss_disc_real_2: 0.19825227558612823 (0.22340984642505646) | > loss_disc_real_3: 0.17426584661006927 (0.1832956112921238) | > loss_disc_real_4: 0.20293501019477844 (0.19578460976481438) | > loss_disc_real_5: 0.20306915044784546 (0.20843453332781792) | > loss_0: 2.4053125381469727 (2.4623135328292847) | > loss_gen: 2.4870340824127197 (2.4225484132766724) | > loss_kl: 2.003330945968628 (2.0334782004356384) | > loss_feat: 8.138654708862305 (7.6610928773880005) | > loss_mel: 16.209558486938477 (15.225162506103516) | > loss_duration: 1.850567102432251 (1.881852626800537) | > loss_1: 30.689144134521484 (29.22413396835327) --> EVAL PERFORMANCE | > avg_loader_time: 0.2882208824157715 (-0.008096754550933838) | > avg_loss_disc: 2.4623135328292847 (+0.2143702507019043) | > avg_loss_disc_real_0: 0.27303022146224976 (+0.10134977474808693) | > avg_loss_disc_real_1: 0.21309039741754532 (+0.047124773263931274) | > avg_loss_disc_real_2: 0.22340984642505646 (+0.053733065724372864) | > avg_loss_disc_real_3: 0.1832956112921238 (-0.03154886141419411) | > avg_loss_disc_real_4: 0.19578460976481438 (+0.028522633016109467) | > avg_loss_disc_real_5: 0.20843453332781792 (+0.019437074661254883) | > avg_loss_0: 2.4623135328292847 (+0.2143702507019043) | > avg_loss_gen: 2.4225484132766724 (-0.05328935384750366) | > avg_loss_kl: 2.0334782004356384 (-0.06400972604751587) | > avg_loss_feat: 7.6610928773880005 (-0.7621688842773438) | > avg_loss_mel: 15.225162506103516 (-0.1711437702178955) | > avg_loss_duration: 1.881852626800537 (-0.0028844475746154785) | > avg_loss_1: 29.22413396835327 (-1.053497314453125) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_48763.pth  > EPOCH: 4/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 14:08:08)   --> TIME: 2025-05-08 14:08:42 -- STEP: 37/725 -- GLOBAL_STEP: 48800 | > loss_disc: 2.1716132164001465 (2.2729222194568526) | > loss_disc_real_0: 0.13638867437839508 (0.15395349405101827) | > loss_disc_real_1: 0.18796007335186005 (0.19959145059456695) | > loss_disc_real_2: 0.17796164751052856 (0.19636254858326269) | > loss_disc_real_3: 0.1783112734556198 (0.2004670710177035) | > loss_disc_real_4: 0.17276571691036224 (0.20592778800307093) | > loss_disc_real_5: 0.183074951171875 (0.20448860727451942) | > loss_0: 2.1716132164001465 (2.2729222194568526) | > grad_norm_0: tensor(34.9127, device='cuda:0') (tensor(26.7657, device='cuda:0')) | > loss_gen: 2.742800235748291 (2.6585933839952625) | > loss_kl: 2.0074379444122314 (1.9466349401989498) | > loss_feat: 8.61673355102539 (8.33483952444953) | > loss_mel: 14.92184066772461 (14.92708360826647) | > loss_duration: 1.8474458456039429 (1.8491289357881289) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.136259078979492 (29.716280292820286) | > grad_norm_1: tensor(1859.8534, device='cuda:0') (tensor(1131.4725, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8452 (0.8434723067928005) | > loader_time: 0.0098 (0.010938451096818257)  --> TIME: 2025-05-08 14:09:25 -- STEP: 87/725 -- GLOBAL_STEP: 48850 | > loss_disc: 2.267946720123291 (2.26121875883519) | > loss_disc_real_0: 0.08855924755334854 (0.15090010357999256) | > loss_disc_real_1: 0.21261996030807495 (0.20131616362895086) | > loss_disc_real_2: 0.20647349953651428 (0.1950777467639967) | > loss_disc_real_3: 0.18107222020626068 (0.19819100303896542) | > loss_disc_real_4: 0.20750880241394043 (0.20381038867194076) | > loss_disc_real_5: 0.2129657119512558 (0.2054310617433197) | > loss_0: 2.267946720123291 (2.26121875883519) | > grad_norm_0: tensor(39.7556, device='cuda:0') (tensor(36.7203, device='cuda:0')) | > loss_gen: 2.827221632003784 (2.706793850865858) | > loss_kl: 1.8131963014602661 (1.9241129529887233) | > loss_feat: 9.361454010009766 (8.505655486008218) | > loss_mel: 16.621828079223633 (14.96041541263975) | > loss_duration: 1.8136634826660156 (1.8514457941055298) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.43736267089844 (29.948423385620117) | > grad_norm_1: tensor(383.5970, device='cuda:0') (tensor(1297.1251, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8174 (0.8427552985048842) | > loader_time: 0.0099 (0.010800517838576747)  --> TIME: 2025-05-08 14:10:08 -- STEP: 137/725 -- GLOBAL_STEP: 48900 | > loss_disc: 2.265089511871338 (2.2635697535354735) | > loss_disc_real_0: 0.09779145568609238 (0.15134288533760687) | > loss_disc_real_1: 0.1687995046377182 (0.2002286434608654) | > loss_disc_real_2: 0.18739117681980133 (0.19508183383158526) | > loss_disc_real_3: 0.20217812061309814 (0.19955263879612414) | > loss_disc_real_4: 0.17905700206756592 (0.20442870270161734) | > loss_disc_real_5: 0.1671244353055954 (0.2049471045280025) | > loss_0: 2.265089511871338 (2.2635697535354735) | > grad_norm_0: tensor(54.4336, device='cuda:0') (tensor(39.7343, device='cuda:0')) | > loss_gen: 2.8610918521881104 (2.7108809878356275) | > loss_kl: 1.8619872331619263 (1.9187741392720354) | > loss_feat: 9.381206512451172 (8.485670813678821) | > loss_mel: 16.324317932128906 (14.878893058665478) | > loss_duration: 1.8415908813476562 (1.847741132235005) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.27019500732422 (29.841960057725) | > grad_norm_1: tensor(1494.6707, device='cuda:0') (tensor(1325.0081, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8353 (0.8454718885630587) | > loader_time: 0.0091 (0.01063288737387553)  --> TIME: 2025-05-08 14:10:51 -- STEP: 187/725 -- GLOBAL_STEP: 48950 | > loss_disc: 2.3910534381866455 (2.2582236624019036) | > loss_disc_real_0: 0.18793977797031403 (0.148406432911674) | > loss_disc_real_1: 0.18636807799339294 (0.20079971746327396) | > loss_disc_real_2: 0.1961672455072403 (0.19533206482622076) | > loss_disc_real_3: 0.16686215996742249 (0.20009341158650143) | > loss_disc_real_4: 0.19848625361919403 (0.20446835171411382) | > loss_disc_real_5: 0.21621136367321014 (0.20511859543820754) | > loss_0: 2.3910534381866455 (2.2582236624019036) | > grad_norm_0: tensor(71.3172, device='cuda:0') (tensor(39.4399, device='cuda:0')) | > loss_gen: 2.502974271774292 (2.7188759117840444) | > loss_kl: 2.017957925796509 (1.921477357971477) | > loss_feat: 7.591430187225342 (8.473579197643913) | > loss_mel: 14.314270973205566 (14.83248919726693) | > loss_duration: 1.8776382207870483 (1.8464499233878233) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.304271697998047 (29.792871587416705) | > grad_norm_1: tensor(816.4731, device='cuda:0') (tensor(1213.2419, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8554 (0.8450635002258627) | > loader_time: 0.0098 (0.010459921576760036)  --> TIME: 2025-05-08 14:11:34 -- STEP: 237/725 -- GLOBAL_STEP: 49000 | > loss_disc: 2.2339870929718018 (2.2569857186908977) | > loss_disc_real_0: 0.17364826798439026 (0.14699692319968585) | > loss_disc_real_1: 0.22340156137943268 (0.2009102124956589) | > loss_disc_real_2: 0.20544348657131195 (0.19491117689679946) | > loss_disc_real_3: 0.23216655850410461 (0.20095872772142356) | > loss_disc_real_4: 0.18312004208564758 (0.204643430211876) | > loss_disc_real_5: 0.16915199160575867 (0.20505999657423687) | > loss_0: 2.2339870929718018 (2.2569857186908977) | > grad_norm_0: tensor(26.0276, device='cuda:0') (tensor(39.9643, device='cuda:0')) | > loss_gen: 2.7333033084869385 (2.717976578177279) | > loss_kl: 1.857505440711975 (1.9172830174240885) | > loss_feat: 8.008060455322266 (8.442467969178148) | > loss_mel: 15.059367179870605 (14.73303437534767) | > loss_duration: 1.8121626377105713 (1.8452651042978472) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.470399856567383 (29.65602704945496) | > grad_norm_1: tensor(1397.7750, device='cuda:0') (tensor(1229.3473, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8192 (0.8461254377405352) | > loader_time: 0.0096 (0.01035909511871982) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_49000.pth  --> TIME: 2025-05-08 14:12:21 -- STEP: 287/725 -- GLOBAL_STEP: 49050 | > loss_disc: 2.249253273010254 (2.2570722252649724) | > loss_disc_real_0: 0.12950100004673004 (0.14599735227507582) | > loss_disc_real_1: 0.20568615198135376 (0.20144015799831425) | > loss_disc_real_2: 0.19015468657016754 (0.19489179593137748) | > loss_disc_real_3: 0.1973612904548645 (0.20150875593519377) | > loss_disc_real_4: 0.20819777250289917 (0.20477926596116522) | > loss_disc_real_5: 0.23287180066108704 (0.20492849579463848) | > loss_0: 2.249253273010254 (2.2570722252649724) | > grad_norm_0: tensor(27.7342, device='cuda:0') (tensor(40.1134, device='cuda:0')) | > loss_gen: 2.682603120803833 (2.723766582768138) | > loss_kl: 1.8925503492355347 (1.9088832966541995) | > loss_feat: 7.8641510009765625 (8.43313837217537) | > loss_mel: 13.712980270385742 (14.708975466286264) | > loss_duration: 1.8646960258483887 (1.8460414521785564) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.01698112487793 (29.620805208691326) | > grad_norm_1: tensor(503.6227, device='cuda:0') (tensor(1173.8140, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8244 (0.8513922375669046) | > loader_time: 0.0106 (0.010290408383678479)  --> TIME: 2025-05-08 14:13:06 -- STEP: 337/725 -- GLOBAL_STEP: 49100 | > loss_disc: 2.2612075805664062 (2.2563383211367927) | > loss_disc_real_0: 0.13742315769195557 (0.14453567007352056) | > loss_disc_real_1: 0.20285478234291077 (0.20174354863096058) | > loss_disc_real_2: 0.20474323630332947 (0.1951991515095933) | > loss_disc_real_3: 0.21869851648807526 (0.2015703110472031) | > loss_disc_real_4: 0.21582211554050446 (0.20450215214084094) | > loss_disc_real_5: 0.2099558711051941 (0.20454760200899502) | > loss_0: 2.2612075805664062 (2.2563383211367927) | > grad_norm_0: tensor(54.9378, device='cuda:0') (tensor(39.4565, device='cuda:0')) | > loss_gen: 2.668813943862915 (2.7283345061169184) | > loss_kl: 1.8386543989181519 (1.9019356912958163) | > loss_feat: 8.295546531677246 (8.439557531113445) | > loss_mel: 14.819290161132812 (14.729800196005257) | > loss_duration: 1.7938883304595947 (1.8437375856082587) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.41619300842285 (29.643365520398063) | > grad_norm_1: tensor(1757.6229, device='cuda:0') (tensor(1160.0846, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8767 (0.8556844261350547) | > loader_time: 0.0112 (0.010254678103619588)  --> TIME: 2025-05-08 14:13:51 -- STEP: 387/725 -- GLOBAL_STEP: 49150 | > loss_disc: 2.3152546882629395 (2.2525168454000206) | > loss_disc_real_0: 0.13596969842910767 (0.14380947338749273) | > loss_disc_real_1: 0.22048626840114594 (0.20141694126819143) | > loss_disc_real_2: 0.19959326088428497 (0.1946902737907044) | > loss_disc_real_3: 0.21143653988838196 (0.20148002762511102) | > loss_disc_real_4: 0.18890534341335297 (0.20449337105264342) | > loss_disc_real_5: 0.19395127892494202 (0.20443290498983643) | > loss_0: 2.3152546882629395 (2.2525168454000206) | > grad_norm_0: tensor(28.7725, device='cuda:0') (tensor(39.9431, device='cuda:0')) | > loss_gen: 2.5303971767425537 (2.730286061609746) | > loss_kl: 1.778618335723877 (1.8952322613053236) | > loss_feat: 7.108363151550293 (8.433452113346226) | > loss_mel: 12.395232200622559 (14.715336740478989) | > loss_duration: 1.9053317308425903 (1.8426677786410626) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.717945098876953 (29.616974971091103) | > grad_norm_1: tensor(1429.7981, device='cuda:0') (tensor(1207.0725, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.9287 (0.8597960182554654) | > loader_time: 0.0125 (0.010208266650059432)  --> TIME: 2025-05-08 14:14:35 -- STEP: 437/725 -- GLOBAL_STEP: 49200 | > loss_disc: 2.3032374382019043 (2.2508681488800915) | > loss_disc_real_0: 0.1883459836244583 (0.14380980189250325) | > loss_disc_real_1: 0.19204163551330566 (0.2008593173812674) | > loss_disc_real_2: 0.19196854531764984 (0.1942800562700908) | > loss_disc_real_3: 0.19112621247768402 (0.2012965657686478) | > loss_disc_real_4: 0.19340914487838745 (0.20436882747665422) | > loss_disc_real_5: 0.19600002467632294 (0.20432446088889097) | > loss_0: 2.3032374382019043 (2.2508681488800915) | > grad_norm_0: tensor(80.7468, device='cuda:0') (tensor(41.0880, device='cuda:0')) | > loss_gen: 2.975311279296875 (2.735019450329534) | > loss_kl: 1.922606110572815 (1.8904710664356328) | > loss_feat: 9.165157318115234 (8.44674668759448) | > loss_mel: 15.136421203613281 (14.724322098616332) | > loss_duration: 1.7978674173355103 (1.8420729339804747) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.997364044189453 (29.638632222225795) | > grad_norm_1: tensor(1159.9757, device='cuda:0') (tensor(1236.7126, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.9228 (0.8614256136477403) | > loader_time: 0.0099 (0.010212987729559232)  --> TIME: 2025-05-08 14:15:20 -- STEP: 487/725 -- GLOBAL_STEP: 49250 | > loss_disc: 2.1876649856567383 (2.2500007113392084) | > loss_disc_real_0: 0.17505519092082977 (0.14392147272886444) | > loss_disc_real_1: 0.18820920586585999 (0.200782016225664) | > loss_disc_real_2: 0.20563918352127075 (0.19417665660136527) | > loss_disc_real_3: 0.22349239885807037 (0.20156891748033753) | > loss_disc_real_4: 0.19631199538707733 (0.20443231687408697) | > loss_disc_real_5: 0.20369507372379303 (0.20401507640521385) | > loss_0: 2.1876649856567383 (2.2500007113392084) | > grad_norm_0: tensor(29.6491, device='cuda:0') (tensor(41.6259, device='cuda:0')) | > loss_gen: 2.820111036300659 (2.737001252614987) | > loss_kl: 1.7948288917541504 (1.893457668762677) | > loss_feat: 8.580480575561523 (8.462193309893593) | > loss_mel: 16.154987335205078 (14.751041484809264) | > loss_duration: 1.8501343727111816 (1.8424384459333008) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.20054054260254 (29.6861321294577) | > grad_norm_1: tensor(1871.7307, device='cuda:0') (tensor(1214.5178, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8233 (0.8624626488656234) | > loader_time: 0.0093 (0.010218283478973831)  --> TIME: 2025-05-08 14:16:04 -- STEP: 537/725 -- GLOBAL_STEP: 49300 | > loss_disc: 2.2982962131500244 (2.248685729348236) | > loss_disc_real_0: 0.11500222980976105 (0.14409045808475116) | > loss_disc_real_1: 0.19567783176898956 (0.2004826432111321) | > loss_disc_real_2: 0.22007498145103455 (0.1941446070620023) | > loss_disc_real_3: 0.20467494428157806 (0.2013505288786506) | > loss_disc_real_4: 0.19650153815746307 (0.20432080381187426) | > loss_disc_real_5: 0.19004027545452118 (0.20382567421573056) | > loss_0: 2.2982962131500244 (2.248685729348236) | > grad_norm_0: tensor(33.9146, device='cuda:0') (tensor(41.3334, device='cuda:0')) | > loss_gen: 2.6538009643554688 (2.737300845275822) | > loss_kl: 1.7843682765960693 (1.895594064749819) | > loss_feat: 7.922333717346191 (8.479048481200655) | > loss_mel: 13.721563339233398 (14.772575916524707) | > loss_duration: 1.845952033996582 (1.8411105988855911) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.928016662597656 (29.725629874003886) | > grad_norm_1: tensor(830.7003, device='cuda:0') (tensor(1202.6836, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8446 (0.8625285052720395) | > loader_time: 0.0117 (0.010210814200744064)  --> TIME: 2025-05-08 14:16:48 -- STEP: 587/725 -- GLOBAL_STEP: 49350 | > loss_disc: 2.2500953674316406 (2.2507478821216678) | > loss_disc_real_0: 0.12285389006137848 (0.1447043577542297) | > loss_disc_real_1: 0.22351567447185516 (0.20039651257317556) | > loss_disc_real_2: 0.2075025886297226 (0.19435278913942264) | > loss_disc_real_3: 0.19296476244926453 (0.20147220287757597) | > loss_disc_real_4: 0.22973601520061493 (0.2043940606423903) | > loss_disc_real_5: 0.14383752644062042 (0.20401605981476656) | > loss_0: 2.2500953674316406 (2.2507478821216678) | > grad_norm_0: tensor(34.1300, device='cuda:0') (tensor(40.8782, device='cuda:0')) | > loss_gen: 2.5626277923583984 (2.7317189134568522) | > loss_kl: 1.8556690216064453 (1.8952155509230633) | > loss_feat: 8.251303672790527 (8.45837406405395) | > loss_mel: 14.635086059570312 (14.76148670820402) | > loss_duration: 1.791210412979126 (1.8388963320389313) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.095895767211914 (29.685691534558995) | > grad_norm_1: tensor(1373.0155, device='cuda:0') (tensor(1202.8712, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8299 (0.8627202124977436) | > loader_time: 0.0103 (0.01017397022734712)  --> TIME: 2025-05-08 14:17:31 -- STEP: 637/725 -- GLOBAL_STEP: 49400 | > loss_disc: 2.2453036308288574 (2.2501320062289976) | > loss_disc_real_0: 0.08774026483297348 (0.14381671215011338) | > loss_disc_real_1: 0.22420190274715424 (0.20024366983252) | > loss_disc_real_2: 0.19379130005836487 (0.19447288073868343) | > loss_disc_real_3: 0.19627971947193146 (0.2014773802208937) | > loss_disc_real_4: 0.1892392784357071 (0.20436791104836222) | > loss_disc_real_5: 0.15197697281837463 (0.20423641885094215) | > loss_0: 2.2453036308288574 (2.2501320062289976) | > grad_norm_0: tensor(40.1698, device='cuda:0') (tensor(40.5354, device='cuda:0')) | > loss_gen: 2.73889422416687 (2.7357230362375646) | > loss_kl: 2.0141496658325195 (1.8950547535715148) | > loss_feat: 8.407007217407227 (8.456872294798746) | > loss_mel: 14.979053497314453 (14.760020420727214) | > loss_duration: 1.777674674987793 (1.837082563427217) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.916778564453125 (29.684753043685262) | > grad_norm_1: tensor(1479.6725, device='cuda:0') (tensor(1188.7404, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.8316 (0.8622166754873806) | > loader_time: 0.0094 (0.01018347021549051)  --> TIME: 2025-05-08 14:18:16 -- STEP: 687/725 -- GLOBAL_STEP: 49450 | > loss_disc: 2.3525052070617676 (2.249738623481649) | > loss_disc_real_0: 0.21516074240207672 (0.1422890568100556) | > loss_disc_real_1: 0.24386923015117645 (0.20057872067892912) | > loss_disc_real_2: 0.19380082190036774 (0.19501822215153836) | > loss_disc_real_3: 0.18931058049201965 (0.20184215439112071) | > loss_disc_real_4: 0.20933660864830017 (0.20458526883323125) | > loss_disc_real_5: 0.2522082030773163 (0.20410294450136252) | > loss_0: 2.3525052070617676 (2.249738623481649) | > grad_norm_0: tensor(67.8814, device='cuda:0') (tensor(40.2267, device='cuda:0')) | > loss_gen: 2.713317394256592 (2.7414928957537983) | > loss_kl: 1.9295814037322998 (1.8952745645153817) | > loss_feat: 7.7270002365112305 (8.466954998921443) | > loss_mel: 12.731958389282227 (14.781649964345075) | > loss_duration: 1.8367679119110107 (1.8362098855916764) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.93862533569336 (29.721582290560566) | > grad_norm_1: tensor(685.5518, device='cuda:0') (tensor(1159.5021, device='cuda:0')) | > current_lr_0: 0.00019990001874843754 | > current_lr_1: 0.00019990001874843754 | > step_time: 0.861 (0.863371901810603) | > loader_time: 0.0102 (0.010169041729389832)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.315243721008301 (2.315243721008301) | > loss_disc_real_0: 0.16806337237358093 (0.16806337237358093) | > loss_disc_real_1: 0.1493181586265564 (0.1493181586265564) | > loss_disc_real_2: 0.21171964704990387 (0.21171964704990387) | > loss_disc_real_3: 0.257932186126709 (0.257932186126709) | > loss_disc_real_4: 0.26422595977783203 (0.26422595977783203) | > loss_disc_real_5: 0.21446436643600464 (0.21446436643600464) | > loss_0: 2.315243721008301 (2.315243721008301) | > loss_gen: 2.6262335777282715 (2.6262335777282715) | > loss_kl: 2.030365467071533 (2.030365467071533) | > loss_feat: 7.810797214508057 (7.810797214508057) | > loss_mel: 14.168874740600586 (14.168874740600586) | > loss_duration: 1.753842830657959 (1.753842830657959) | > loss_1: 28.390113830566406 (28.390113830566406)  --> STEP: 1 | > loss_disc: 2.2277777194976807 (2.2277777194976807) | > loss_disc_real_0: 0.15556880831718445 (0.15556880831718445) | > loss_disc_real_1: 0.15847383439540863 (0.15847383439540863) | > loss_disc_real_2: 0.20076651871204376 (0.20076651871204376) | > loss_disc_real_3: 0.2507908046245575 (0.2507908046245575) | > loss_disc_real_4: 0.24097399413585663 (0.24097399413585663) | > loss_disc_real_5: 0.23159649968147278 (0.23159649968147278) | > loss_0: 2.2277777194976807 (2.2277777194976807) | > loss_gen: 2.7368414402008057 (2.7368414402008057) | > loss_kl: 1.9746439456939697 (1.9746439456939697) | > loss_feat: 7.769556045532227 (7.769556045532227) | > loss_mel: 14.615602493286133 (14.615602493286133) | > loss_duration: 1.841761827468872 (1.841761827468872) | > loss_1: 28.938405990600586 (28.938405990600586)  --> STEP: 2 | > loss_disc: 2.1553306579589844 (2.1915541887283325) | > loss_disc_real_0: 0.15530703961849213 (0.1554379239678383) | > loss_disc_real_1: 0.16422955691814423 (0.16135169565677643) | > loss_disc_real_2: 0.17380082607269287 (0.18728367239236832) | > loss_disc_real_3: 0.22770312428474426 (0.23924696445465088) | > loss_disc_real_4: 0.25405243039131165 (0.24751321226358414) | > loss_disc_real_5: 0.2259218841791153 (0.22875919193029404) | > loss_0: 2.1553306579589844 (2.1915541887283325) | > loss_gen: 2.826849937438965 (2.7818456888198853) | > loss_kl: 1.9153058528900146 (1.9449748992919922) | > loss_feat: 8.397598266601562 (8.083577156066895) | > loss_mel: 15.13576889038086 (14.875685691833496) | > loss_duration: 1.884954571723938 (1.863358199596405) | > loss_1: 30.160478591918945 (29.549442291259766)  --> STEP: 3 | > loss_disc: 2.10245418548584 (2.1618541876475015) | > loss_disc_real_0: 0.1348900943994522 (0.14858864744504294) | > loss_disc_real_1: 0.14404705166816711 (0.15558348099390665) | > loss_disc_real_2: 0.1866590976715088 (0.18707548081874847) | > loss_disc_real_3: 0.25262224674224854 (0.2437053918838501) | > loss_disc_real_4: 0.24639518558979034 (0.24714053670565286) | > loss_disc_real_5: 0.2072446346282959 (0.221587672829628) | > loss_0: 2.10245418548584 (2.1618541876475015) | > loss_gen: 2.9117369651794434 (2.825142780939738) | > loss_kl: 1.7622860670089722 (1.8840786218643188) | > loss_feat: 8.864134788513184 (8.34376303354899) | > loss_mel: 16.584352493286133 (15.445241292317709) | > loss_duration: 1.8508676290512085 (1.8591946760813396) | > loss_1: 31.973379135131836 (30.35742123921712)  --> STEP: 4 | > loss_disc: 2.257430076599121 (2.1857481598854065) | > loss_disc_real_0: 0.15606674551963806 (0.1504581719636917) | > loss_disc_real_1: 0.15111176669597626 (0.15446555241942406) | > loss_disc_real_2: 0.1824846714735031 (0.18592777848243713) | > loss_disc_real_3: 0.2267526388168335 (0.23946720361709595) | > loss_disc_real_4: 0.26693156361579895 (0.2520882934331894) | > loss_disc_real_5: 0.2448824644088745 (0.22741137072443962) | > loss_0: 2.257430076599121 (2.1857481598854065) | > loss_gen: 2.730870246887207 (2.8015746474266052) | > loss_kl: 2.0735011100769043 (1.9314342439174652) | > loss_feat: 8.332401275634766 (8.340922594070435) | > loss_mel: 15.16889762878418 (15.376155376434326) | > loss_duration: 1.8041937351226807 (1.8454444408416748) | > loss_1: 30.109865188598633 (30.2955322265625) --> EVAL PERFORMANCE | > avg_loader_time: 0.28758466243743896 (-0.0006362199783325195) | > avg_loss_disc: 2.1857481598854065 (-0.2765653729438782) | > avg_loss_disc_real_0: 0.1504581719636917 (-0.12257204949855804) | > avg_loss_disc_real_1: 0.15446555241942406 (-0.05862484499812126) | > avg_loss_disc_real_2: 0.18592777848243713 (-0.037482067942619324) | > avg_loss_disc_real_3: 0.23946720361709595 (+0.05617159232497215) | > avg_loss_disc_real_4: 0.2520882934331894 (+0.056303683668375015) | > avg_loss_disc_real_5: 0.22741137072443962 (+0.018976837396621704) | > avg_loss_0: 2.1857481598854065 (-0.2765653729438782) | > avg_loss_gen: 2.8015746474266052 (+0.37902623414993286) | > avg_loss_kl: 1.9314342439174652 (-0.10204395651817322) | > avg_loss_feat: 8.340922594070435 (+0.6798297166824341) | > avg_loss_mel: 15.376155376434326 (+0.15099287033081055) | > avg_loss_duration: 1.8454444408416748 (-0.036408185958862305) | > avg_loss_1: 30.2955322265625 (+1.0713982582092285)  > EPOCH: 5/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 14:18:58)   --> TIME: 2025-05-08 14:19:11 -- STEP: 12/725 -- GLOBAL_STEP: 49500 | > loss_disc: 2.3378257751464844 (2.2558575669924417) | > loss_disc_real_0: 0.13564975559711456 (0.1441460040708383) | > loss_disc_real_1: 0.2011367678642273 (0.199588676293691) | > loss_disc_real_2: 0.220201775431633 (0.2035545880595843) | > loss_disc_real_3: 0.2071738839149475 (0.2000630460679531) | > loss_disc_real_4: 0.2066929042339325 (0.20482086886962256) | > loss_disc_real_5: 0.21646977961063385 (0.21343701581160227) | > loss_0: 2.3378257751464844 (2.2558575669924417) | > grad_norm_0: tensor(28.0387, device='cuda:0') (tensor(39.8234, device='cuda:0')) | > loss_gen: 2.468932628631592 (2.67093692223231) | > loss_kl: 1.9630228281021118 (1.9208517173926036) | > loss_feat: 6.831295013427734 (7.70600438117981) | > loss_mel: 12.539019584655762 (13.780196269353231) | > loss_duration: 1.8738560676574707 (1.8159280916055043) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.67612648010254 (27.893917242685955) | > grad_norm_1: tensor(1389.9243, device='cuda:0') (tensor(1486.6633, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8682 (0.876445452372233) | > loader_time: 0.0107 (0.01012869675954183)  --> TIME: 2025-05-08 14:19:57 -- STEP: 62/725 -- GLOBAL_STEP: 49550 | > loss_disc: 2.3333163261413574 (2.237797233366197) | > loss_disc_real_0: 0.11995904892683029 (0.14077563199304766) | > loss_disc_real_1: 0.19669164717197418 (0.1984925632995944) | > loss_disc_real_2: 0.21206244826316833 (0.1975523553067638) | > loss_disc_real_3: 0.2068398892879486 (0.2006104218382989) | > loss_disc_real_4: 0.21105267107486725 (0.20327215834010032) | > loss_disc_real_5: 0.21801304817199707 (0.20751485781323525) | > loss_0: 2.3333163261413574 (2.237797233366197) | > grad_norm_0: tensor(39.0947, device='cuda:0') (tensor(47.9020, device='cuda:0')) | > loss_gen: 2.4278037548065186 (2.7424431231714066) | > loss_kl: 1.8320987224578857 (1.8722529815089317) | > loss_feat: 7.4962158203125 (8.414654308749787) | > loss_mel: 13.125518798828125 (14.557367586320446) | > loss_duration: 1.858839988708496 (1.8057227423114162) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.740478515625 (29.392440918953188) | > grad_norm_1: tensor(1539.1239, device='cuda:0') (tensor(1510.9896, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8982 (0.8985837198072865) | > loader_time: 0.0109 (0.010580074402593795)  --> TIME: 2025-05-08 14:20:42 -- STEP: 112/725 -- GLOBAL_STEP: 49600 | > loss_disc: 2.2573418617248535 (2.2374505496450836) | > loss_disc_real_0: 0.15728282928466797 (0.14027083106338983) | > loss_disc_real_1: 0.18331143260002136 (0.19717897035713708) | > loss_disc_real_2: 0.19569596648216248 (0.19547048996069602) | > loss_disc_real_3: 0.1678650975227356 (0.20171190904719488) | > loss_disc_real_4: 0.18226981163024902 (0.2035733497302447) | > loss_disc_real_5: 0.17173653841018677 (0.2070649875594037) | > loss_0: 2.2573418617248535 (2.2374505496450836) | > grad_norm_0: tensor(64.3400, device='cuda:0') (tensor(49.1026, device='cuda:0')) | > loss_gen: 2.722400426864624 (2.749907734138625) | > loss_kl: 1.7829252481460571 (1.8672666826418467) | > loss_feat: 8.792613983154297 (8.460869993482316) | > loss_mel: 14.345746994018555 (14.642592677048274) | > loss_duration: 1.8441100120544434 (1.8161247170397214) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.4877986907959 (29.53676176071167) | > grad_norm_1: tensor(986.9398, device='cuda:0') (tensor(1434.4196, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.84 (0.8980718297617776) | > loader_time: 0.0097 (0.010678144437926152)  --> TIME: 2025-05-08 14:21:26 -- STEP: 162/725 -- GLOBAL_STEP: 49650 | > loss_disc: 2.5230178833007812 (2.223984618981678) | > loss_disc_real_0: 0.17232979834079742 (0.13488099625173178) | > loss_disc_real_1: 0.21493196487426758 (0.19704241461959884) | > loss_disc_real_2: 0.22083331644535065 (0.1958747031512084) | > loss_disc_real_3: 0.19029493629932404 (0.2012648559462878) | > loss_disc_real_4: 0.2093372792005539 (0.20374311607928927) | > loss_disc_real_5: 0.23477675020694733 (0.20496030896902084) | > loss_0: 2.5230178833007812 (2.223984618981678) | > grad_norm_0: tensor(42.9382, device='cuda:0') (tensor(44.2451, device='cuda:0')) | > loss_gen: 2.3668618202209473 (2.7755554502392994) | > loss_kl: 1.7928191423416138 (1.8790757383829282) | > loss_feat: 6.615808010101318 (8.589531418717943) | > loss_mel: 13.742761611938477 (14.74710080653061) | > loss_duration: 1.7837226390838623 (1.819154566452827) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.301973342895508 (29.81041788171839) | > grad_norm_1: tensor(949.7236, device='cuda:0') (tensor(1225.2533, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8229 (0.8828138304345402) | > loader_time: 0.0097 (0.010658434879632646)  --> TIME: 2025-05-08 14:22:09 -- STEP: 212/725 -- GLOBAL_STEP: 49700 | > loss_disc: 2.2522120475769043 (2.2204110358121234) | > loss_disc_real_0: 0.14699478447437286 (0.13395061292949165) | > loss_disc_real_1: 0.1965199112892151 (0.197043443766405) | > loss_disc_real_2: 0.20621733367443085 (0.19490554282125436) | > loss_disc_real_3: 0.20053458213806152 (0.20075599174454534) | > loss_disc_real_4: 0.19573703408241272 (0.20368705964032213) | > loss_disc_real_5: 0.28600162267684937 (0.20510874730798434) | > loss_0: 2.2522120475769043 (2.2204110358121234) | > grad_norm_0: tensor(53.0212, device='cuda:0') (tensor(42.3995, device='cuda:0')) | > loss_gen: 2.936523199081421 (2.784360741669277) | > loss_kl: 1.7048879861831665 (1.8738482161512915) | > loss_feat: 9.481236457824707 (8.641528282525414) | > loss_mel: 15.020362854003906 (14.823037462414435) | > loss_duration: 1.8045309782028198 (1.819458432917325) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.947542190551758 (29.94223305864154) | > grad_norm_1: tensor(1844.5157, device='cuda:0') (tensor(1199.3037, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8585 (0.8772570895698836) | > loader_time: 0.0159 (0.010647349762466722)  --> TIME: 2025-05-08 14:22:52 -- STEP: 262/725 -- GLOBAL_STEP: 49750 | > loss_disc: 2.238773822784424 (2.2226083692703518) | > loss_disc_real_0: 0.08506118506193161 (0.13357686521556547) | > loss_disc_real_1: 0.21125900745391846 (0.19769201416323204) | > loss_disc_real_2: 0.20052218437194824 (0.19497578266922755) | > loss_disc_real_3: 0.24182140827178955 (0.20113601626558164) | > loss_disc_real_4: 0.1971171498298645 (0.20411485325516637) | > loss_disc_real_5: 0.2014758288860321 (0.204658497267097) | > loss_0: 2.238773822784424 (2.2226083692703518) | > grad_norm_0: tensor(48.8379, device='cuda:0') (tensor(42.1018, device='cuda:0')) | > loss_gen: 2.7179694175720215 (2.7869797635624427) | > loss_kl: 1.7963852882385254 (1.8800091174722628) | > loss_feat: 7.963314533233643 (8.64773682965578) | > loss_mel: 13.603768348693848 (14.838609790074006) | > loss_duration: 1.7864782810211182 (1.8191942768242524) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.867916107177734 (29.972529760753837) | > grad_norm_1: tensor(1280.3278, device='cuda:0') (tensor(1155.1936, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.881 (0.8711170349412292) | > loader_time: 0.0099 (0.010675855265318895)  --> TIME: 2025-05-08 14:23:35 -- STEP: 312/725 -- GLOBAL_STEP: 49800 | > loss_disc: 2.174954414367676 (2.2281363426874816) | > loss_disc_real_0: 0.12833648920059204 (0.13457737072633633) | > loss_disc_real_1: 0.2180623859167099 (0.19838011780610462) | > loss_disc_real_2: 0.18333688378334045 (0.19538505556873778) | > loss_disc_real_3: 0.2111370861530304 (0.201369122387125) | > loss_disc_real_4: 0.18241392076015472 (0.2041006323236686) | > loss_disc_real_5: 0.19584304094314575 (0.20504052344805151) | > loss_0: 2.174954414367676 (2.2281363426874816) | > grad_norm_0: tensor(34.5379, device='cuda:0') (tensor(42.7410, device='cuda:0')) | > loss_gen: 2.642551898956299 (2.7780562623953196) | > loss_kl: 1.8530958890914917 (1.8773946047593386) | > loss_feat: 8.368325233459473 (8.60896219809851) | > loss_mel: 14.573103904724121 (14.810929903617271) | > loss_duration: 1.835653305053711 (1.8193812160155711) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.272729873657227 (29.894724167310276) | > grad_norm_1: tensor(1350.5352, device='cuda:0') (tensor(1206.4905, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8485 (0.8668620464129324) | > loader_time: 0.0099 (0.010656096996405188)  --> TIME: 2025-05-08 14:24:19 -- STEP: 362/725 -- GLOBAL_STEP: 49850 | > loss_disc: 2.1931333541870117 (2.2288097166224694) | > loss_disc_real_0: 0.18142007291316986 (0.13570478998989033) | > loss_disc_real_1: 0.24324610829353333 (0.19854717586415915) | > loss_disc_real_2: 0.17756712436676025 (0.19519271063541171) | > loss_disc_real_3: 0.20851388573646545 (0.20097777300941355) | > loss_disc_real_4: 0.21563206613063812 (0.20397961411357587) | > loss_disc_real_5: 0.2234535962343216 (0.20505240724231652) | > loss_0: 2.1931333541870117 (2.2288097166224694) | > grad_norm_0: tensor(60.4865, device='cuda:0') (tensor(42.6262, device='cuda:0')) | > loss_gen: 2.980165719985962 (2.771299556473999) | > loss_kl: 1.9700747728347778 (1.880164141154421) | > loss_feat: 8.994466781616211 (8.589612302200582) | > loss_mel: 15.618512153625488 (14.802824792282358) | > loss_duration: 1.7841302156448364 (1.8195045623331438) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.347349166870117 (29.863405364653023) | > grad_norm_1: tensor(1582.1515, device='cuda:0') (tensor(1227.2700, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8254 (0.8646589603213314) | > loader_time: 0.0098 (0.010667436689303063)  --> TIME: 2025-05-08 14:25:03 -- STEP: 412/725 -- GLOBAL_STEP: 49900 | > loss_disc: 2.3576855659484863 (2.230152548516833) | > loss_disc_real_0: 0.14604951441287994 (0.1363483207860908) | > loss_disc_real_1: 0.19408419728279114 (0.1983522303330089) | > loss_disc_real_2: 0.1928432434797287 (0.1951460604311771) | > loss_disc_real_3: 0.19451454281806946 (0.2013108986022982) | > loss_disc_real_4: 0.2161470502614975 (0.2039400444736759) | > loss_disc_real_5: 0.2000456601381302 (0.20480529312948575) | > loss_0: 2.3576855659484863 (2.230152548516833) | > grad_norm_0: tensor(14.4856, device='cuda:0') (tensor(42.4828, device='cuda:0')) | > loss_gen: 2.5592451095581055 (2.770682244624904) | > loss_kl: 1.7971352338790894 (1.8827762551678038) | > loss_feat: 7.689082145690918 (8.588939627397416) | > loss_mel: 14.243753433227539 (14.803894573045008) | > loss_duration: 1.8162237405776978 (1.8210540613503132) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.105438232421875 (29.867346754351868) | > grad_norm_1: tensor(1041.3352, device='cuda:0') (tensor(1206.6910, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8486 (0.8645074263359736) | > loader_time: 0.0106 (0.010654078525246925)  --> TIME: 2025-05-08 14:25:45 -- STEP: 462/725 -- GLOBAL_STEP: 49950 | > loss_disc: 2.298084020614624 (2.233079259013712) | > loss_disc_real_0: 0.14916929602622986 (0.13722426823271816) | > loss_disc_real_1: 0.18622292578220367 (0.19829826931029693) | > loss_disc_real_2: 0.22387240827083588 (0.1951822335327858) | > loss_disc_real_3: 0.24197468161582947 (0.2014421146862951) | > loss_disc_real_4: 0.24387910962104797 (0.20417811121646462) | > loss_disc_real_5: 0.17896781861782074 (0.20530497079545798) | > loss_0: 2.298084020614624 (2.233079259013712) | > grad_norm_0: tensor(38.4004, device='cuda:0') (tensor(41.8689, device='cuda:0')) | > loss_gen: 2.6816062927246094 (2.764974956904653) | > loss_kl: 1.9993042945861816 (1.8843732569124791) | > loss_feat: 7.692394256591797 (8.566617532209923) | > loss_mel: 13.812920570373535 (14.792297637823856) | > loss_duration: 1.875388503074646 (1.8215323191184503) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.061614990234375 (29.829795680520853) | > grad_norm_1: tensor(1451.9409, device='cuda:0') (tensor(1220.4948, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.7814 (0.8617012841360908) | > loader_time: 0.0134 (0.010655561566868902)  --> TIME: 2025-05-08 14:26:28 -- STEP: 512/725 -- GLOBAL_STEP: 50000 | > loss_disc: 2.2302229404449463 (2.2377298395149365) | > loss_disc_real_0: 0.1393311619758606 (0.13844056196103335) | > loss_disc_real_1: 0.2545781433582306 (0.1988182822533418) | > loss_disc_real_2: 0.20054543018341064 (0.19505346161895426) | > loss_disc_real_3: 0.2031857669353485 (0.20165338946389968) | > loss_disc_real_4: 0.15022940933704376 (0.20426802063593644) | > loss_disc_real_5: 0.22945711016654968 (0.2057138483796734) | > loss_0: 2.2302229404449463 (2.2377298395149365) | > grad_norm_0: tensor(27.2918, device='cuda:0') (tensor(41.8336, device='cuda:0')) | > loss_gen: 2.8730814456939697 (2.7592421309091133) | > loss_kl: 1.795722246170044 (1.8853995162062347) | > loss_feat: 8.302546501159668 (8.546495432965463) | > loss_mel: 13.869102478027344 (14.759443176910281) | > loss_duration: 1.7907655239105225 (1.822387837804854) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.63121795654297 (29.7729680724442) | > grad_norm_1: tensor(737.2112, device='cuda:0') (tensor(1192.1207, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8341 (0.8594857612624763) | > loader_time: 0.0111 (0.01065492583438754) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_50000.pth  --> TIME: 2025-05-08 14:27:13 -- STEP: 562/725 -- GLOBAL_STEP: 50050 | > loss_disc: 2.317296028137207 (2.2397303975773837) | > loss_disc_real_0: 0.1287587434053421 (0.13881579771956093) | > loss_disc_real_1: 0.22829090058803558 (0.19912441843769305) | > loss_disc_real_2: 0.20888157188892365 (0.19530318611139078) | > loss_disc_real_3: 0.24184787273406982 (0.20168536779507212) | > loss_disc_real_4: 0.23194439709186554 (0.20424933381564253) | > loss_disc_real_5: 0.2194097489118576 (0.20550739271997132) | > loss_0: 2.317296028137207 (2.2397303975773837) | > grad_norm_0: tensor(36.8845, device='cuda:0') (tensor(40.9519, device='cuda:0')) | > loss_gen: 2.6586146354675293 (2.757066042397792) | > loss_kl: 1.9624788761138916 (1.8911104959525251) | > loss_feat: 7.771730899810791 (8.534999470693787) | > loss_mel: 13.28724193572998 (14.767584130433105) | > loss_duration: 1.7649667263031006 (1.8215361810239608) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.44503402709961 (29.77229629122914) | > grad_norm_1: tensor(492.9560, device='cuda:0') (tensor(1182.7306, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8814 (0.857837701183197) | > loader_time: 0.0105 (0.010678945062847747)  --> TIME: 2025-05-08 14:27:56 -- STEP: 612/725 -- GLOBAL_STEP: 50100 | > loss_disc: 2.2245755195617676 (2.2391768183583496) | > loss_disc_real_0: 0.14409415423870087 (0.13870721060807026) | > loss_disc_real_1: 0.20900371670722961 (0.19927038919497156) | > loss_disc_real_2: 0.2406308501958847 (0.19549758218569685) | > loss_disc_real_3: 0.1988201141357422 (0.20165978447576768) | > loss_disc_real_4: 0.22307392954826355 (0.20417725703879896) | > loss_disc_real_5: 0.2137538343667984 (0.20496670498810948) | > loss_0: 2.2245755195617676 (2.2391768183583496) | > grad_norm_0: tensor(58.1265, device='cuda:0') (tensor(41.0239, device='cuda:0')) | > loss_gen: 2.887932062149048 (2.7595599940399698) | > loss_kl: 1.8171676397323608 (1.8917852293432151) | > loss_feat: 8.2575044631958 (8.531188938352795) | > loss_mel: 14.7129487991333 (14.74591511371089) | > loss_duration: 1.740485668182373 (1.8207117695044848) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.416038513183594 (29.749161006578433) | > grad_norm_1: tensor(995.3337, device='cuda:0') (tensor(1146.1189, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8184 (0.8565097758972567) | > loader_time: 0.0088 (0.01067691612866969)  --> TIME: 2025-05-08 14:28:39 -- STEP: 662/725 -- GLOBAL_STEP: 50150 | > loss_disc: 2.1667351722717285 (2.237866220877607) | > loss_disc_real_0: 0.17277638614177704 (0.13879320160499867) | > loss_disc_real_1: 0.18796434998512268 (0.19876292262372644) | > loss_disc_real_2: 0.1799551397562027 (0.1953365414479347) | > loss_disc_real_3: 0.20329657196998596 (0.2016508956735229) | > loss_disc_real_4: 0.20245583355426788 (0.2040965461208741) | > loss_disc_real_5: 0.20119182765483856 (0.2049604826845971) | > loss_0: 2.1667351722717285 (2.237866220877607) | > grad_norm_0: tensor(104.6416, device='cuda:0') (tensor(41.0283, device='cuda:0')) | > loss_gen: 3.090294361114502 (2.7590528852629843) | > loss_kl: 1.9768474102020264 (1.891734530918548) | > loss_feat: 10.122103691101074 (8.528568026522493) | > loss_mel: 16.215913772583008 (14.7371490152941) | > loss_duration: 1.8208622932434082 (1.8198002549816834) | > amp_scaler: 128.0 (66.61027190332328) | > loss_1: 33.22602081298828 (29.736304672102914) | > grad_norm_1: tensor(2147.2607, device='cuda:0') (tensor(1168.8402, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8878 (0.855227491286586) | > loader_time: 0.0102 (0.010687376437230407)  --> TIME: 2025-05-08 14:29:22 -- STEP: 712/725 -- GLOBAL_STEP: 50200 | > loss_disc: 2.220694065093994 (2.2384351448396576) | > loss_disc_real_0: 0.1461222618818283 (0.13909739262183723) | > loss_disc_real_1: 0.19202864170074463 (0.19877391019731416) | > loss_disc_real_2: 0.18836812674999237 (0.1952102863637918) | > loss_disc_real_3: 0.17928928136825562 (0.2017713055391326) | > loss_disc_real_4: 0.2163768708705902 (0.2041486773974775) | > loss_disc_real_5: 0.22535459697246552 (0.2049081610892428) | > loss_0: 2.220694065093994 (2.2384351448396576) | > grad_norm_0: tensor(49.6235, device='cuda:0') (tensor(41.2244, device='cuda:0')) | > loss_gen: 2.7670257091522217 (2.756313214811044) | > loss_kl: 1.7782377004623413 (1.8914779699250557) | > loss_feat: 8.809996604919434 (8.513288084040862) | > loss_mel: 15.241476058959961 (14.702226315991263) | > loss_duration: 1.8238966464996338 (1.8182633353418178) | > amp_scaler: 128.0 (70.92134831460677) | > loss_1: 30.420631408691406 (29.681568879759713) | > grad_norm_1: tensor(1319.3199, device='cuda:0') (tensor(1187.4927, device='cuda:0')) | > current_lr_0: 0.00019987503124609398 | > current_lr_1: 0.00019987503124609398 | > step_time: 0.8067 (0.8546098397019204) | > loader_time: 0.011 (0.010686913233124802)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.27122163772583 (2.27122163772583) | > loss_disc_real_0: 0.11526350677013397 (0.11526350677013397) | > loss_disc_real_1: 0.20938916504383087 (0.20938916504383087) | > loss_disc_real_2: 0.21883562207221985 (0.21883562207221985) | > loss_disc_real_3: 0.2561248242855072 (0.2561248242855072) | > loss_disc_real_4: 0.2389896661043167 (0.2389896661043167) | > loss_disc_real_5: 0.1888643205165863 (0.1888643205165863) | > loss_0: 2.27122163772583 (2.27122163772583) | > loss_gen: 2.665806770324707 (2.665806770324707) | > loss_kl: 2.046952724456787 (2.046952724456787) | > loss_feat: 7.528659343719482 (7.528659343719482) | > loss_mel: 14.09555435180664 (14.09555435180664) | > loss_duration: 1.7265217304229736 (1.7265217304229736) | > loss_1: 28.063493728637695 (28.063493728637695)  --> STEP: 1 | > loss_disc: 2.1398234367370605 (2.1398234367370605) | > loss_disc_real_0: 0.09779291599988937 (0.09779291599988937) | > loss_disc_real_1: 0.20452697575092316 (0.20452697575092316) | > loss_disc_real_2: 0.20049770176410675 (0.20049770176410675) | > loss_disc_real_3: 0.22117489576339722 (0.22117489576339722) | > loss_disc_real_4: 0.1989457607269287 (0.1989457607269287) | > loss_disc_real_5: 0.19705404341220856 (0.19705404341220856) | > loss_0: 2.1398234367370605 (2.1398234367370605) | > loss_gen: 2.71983003616333 (2.71983003616333) | > loss_kl: 2.0174922943115234 (2.0174922943115234) | > loss_feat: 8.790898323059082 (8.790898323059082) | > loss_mel: 14.941773414611816 (14.941773414611816) | > loss_duration: 1.8040945529937744 (1.8040945529937744) | > loss_1: 30.27408790588379 (30.27408790588379)  --> STEP: 2 | > loss_disc: 2.209761142730713 (2.1747922897338867) | > loss_disc_real_0: 0.12949225306510925 (0.11364258453249931) | > loss_disc_real_1: 0.23077909648418427 (0.2176530361175537) | > loss_disc_real_2: 0.1859978884458542 (0.19324779510498047) | > loss_disc_real_3: 0.22853374481201172 (0.22485432028770447) | > loss_disc_real_4: 0.2187466025352478 (0.20884618163108826) | > loss_disc_real_5: 0.20342107117176056 (0.20023755729198456) | > loss_0: 2.209761142730713 (2.1747922897338867) | > loss_gen: 2.726945638656616 (2.723387837409973) | > loss_kl: 1.877553939819336 (1.9475231170654297) | > loss_feat: 7.646627426147461 (8.218762874603271) | > loss_mel: 14.257326126098633 (14.599549770355225) | > loss_duration: 1.8574823141098022 (1.8307884335517883) | > loss_1: 28.365936279296875 (29.320012092590332)  --> STEP: 3 | > loss_disc: 2.0985817909240723 (2.1493887901306152) | > loss_disc_real_0: 0.10085359215736389 (0.10937958707412083) | > loss_disc_real_1: 0.22600983083248138 (0.22043863435586294) | > loss_disc_real_2: 0.1915244460105896 (0.1926733454068502) | > loss_disc_real_3: 0.2080022394657135 (0.2192369600137075) | > loss_disc_real_4: 0.20831309258937836 (0.20866848528385162) | > loss_disc_real_5: 0.17331072688102722 (0.19126194715499878) | > loss_0: 2.0985817909240723 (2.1493887901306152) | > loss_gen: 2.883584976196289 (2.7767868836720786) | > loss_kl: 2.031691789627075 (1.9755793412526448) | > loss_feat: 9.295513153076172 (8.577679634094238) | > loss_mel: 16.680347442626953 (15.2931489944458) | > loss_duration: 1.8306750059127808 (1.8307506243387859) | > loss_1: 32.7218132019043 (30.453945795694988)  --> STEP: 4 | > loss_disc: 2.2800827026367188 (2.182062268257141) | > loss_disc_real_0: 0.11189395189285278 (0.11000817827880383) | > loss_disc_real_1: 0.23633301258087158 (0.2244122289121151) | > loss_disc_real_2: 0.19692659378051758 (0.19373665750026703) | > loss_disc_real_3: 0.23530009388923645 (0.22325274348258972) | > loss_disc_real_4: 0.2190411239862442 (0.21126164495944977) | > loss_disc_real_5: 0.21983759105205536 (0.19840585812926292) | > loss_0: 2.2800827026367188 (2.182062268257141) | > loss_gen: 2.6335580348968506 (2.7409796714782715) | > loss_kl: 2.0896401405334473 (2.0040945410728455) | > loss_feat: 7.4164042472839355 (8.287360787391663) | > loss_mel: 13.549908638000488 (14.857338905334473) | > loss_duration: 1.7953599691390991 (1.8219029605388641) | > loss_1: 27.484872817993164 (29.71167755126953) --> EVAL PERFORMANCE | > avg_loader_time: 0.3095530867576599 (+0.021968424320220947) | > avg_loss_disc: 2.182062268257141 (-0.003685891628265381) | > avg_loss_disc_real_0: 0.11000817827880383 (-0.040449993684887886) | > avg_loss_disc_real_1: 0.2244122289121151 (+0.06994667649269104) | > avg_loss_disc_real_2: 0.19373665750026703 (+0.007808879017829895) | > avg_loss_disc_real_3: 0.22325274348258972 (-0.016214460134506226) | > avg_loss_disc_real_4: 0.21126164495944977 (-0.040826648473739624) | > avg_loss_disc_real_5: 0.19840585812926292 (-0.029005512595176697) | > avg_loss_0: 2.182062268257141 (-0.003685891628265381) | > avg_loss_gen: 2.7409796714782715 (-0.06059497594833374) | > avg_loss_kl: 2.0040945410728455 (+0.07266029715538025) | > avg_loss_feat: 8.287360787391663 (-0.05356180667877197) | > avg_loss_mel: 14.857338905334473 (-0.5188164710998535) | > avg_loss_duration: 1.8219029605388641 (-0.02354148030281067) | > avg_loss_1: 29.71167755126953 (-0.5838546752929688)  > EPOCH: 6/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 14:29:42)   --> TIME: 2025-05-08 14:30:16 -- STEP: 37/725 -- GLOBAL_STEP: 50250 | > loss_disc: 2.2606441974639893 (2.315157091295397) | > loss_disc_real_0: 0.13949982821941376 (0.16160081024910952) | > loss_disc_real_1: 0.18849427998065948 (0.2054326864513191) | > loss_disc_real_2: 0.2070104032754898 (0.2003016113429456) | > loss_disc_real_3: 0.23055428266525269 (0.2034018075949437) | > loss_disc_real_4: 0.21994222700595856 (0.20594815104394346) | > loss_disc_real_5: 0.22656553983688354 (0.2065924393969613) | > loss_0: 2.2606441974639893 (2.315157091295397) | > grad_norm_0: tensor(26.0835, device='cuda:0') (tensor(57.8020, device='cuda:0')) | > loss_gen: 2.9703211784362793 (2.670489749392948) | > loss_kl: 1.7769651412963867 (1.8894376593667108) | > loss_feat: 8.8648042678833 (7.995100420874518) | > loss_mel: 14.97789192199707 (14.171340040258459) | > loss_duration: 1.7646801471710205 (1.7736902430250838) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.354663848876953 (28.50005814835832) | > grad_norm_1: tensor(1025.4775, device='cuda:0') (tensor(1136.5400, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8563 (0.8520988902530154) | > loader_time: 0.0107 (0.012712697725038271)  --> TIME: 2025-05-08 14:30:59 -- STEP: 87/725 -- GLOBAL_STEP: 50300 | > loss_disc: 2.1530470848083496 (2.2671626080041642) | > loss_disc_real_0: 0.2044748216867447 (0.14822939766206963) | > loss_disc_real_1: 0.18519426882266998 (0.20109206318170175) | > loss_disc_real_2: 0.1730138510465622 (0.19703111686240668) | > loss_disc_real_3: 0.1559363603591919 (0.20310296221026058) | > loss_disc_real_4: 0.19136381149291992 (0.20458661482251925) | > loss_disc_real_5: 0.19378896057605743 (0.2057424566183967) | > loss_0: 2.1530470848083496 (2.2671626080041642) | > grad_norm_0: tensor(66.0238, device='cuda:0') (tensor(46.8747, device='cuda:0')) | > loss_gen: 2.856067180633545 (2.703502274107659) | > loss_kl: 1.8411481380462646 (1.8620253938367997) | > loss_feat: 8.568763732910156 (8.229136954778909) | > loss_mel: 15.532123565673828 (14.44999213602351) | > loss_duration: 1.7441127300262451 (1.7758782416924663) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.54221534729004 (29.02053493192826) | > grad_norm_1: tensor(967.0626, device='cuda:0') (tensor(1253.4374, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8219 (0.8495632862222606) | > loader_time: 0.0114 (0.011345855120954842)  --> TIME: 2025-05-08 14:31:43 -- STEP: 137/725 -- GLOBAL_STEP: 50350 | > loss_disc: 2.154705286026001 (2.2459147768299066) | > loss_disc_real_0: 0.1405232846736908 (0.14425314685506546) | > loss_disc_real_1: 0.1824336051940918 (0.19935500937221695) | > loss_disc_real_2: 0.1812998503446579 (0.19603288228059337) | > loss_disc_real_3: 0.18893250823020935 (0.20112339684562958) | > loss_disc_real_4: 0.18569131195545197 (0.20340853788121774) | > loss_disc_real_5: 0.19588539004325867 (0.20448214468294687) | > loss_0: 2.154705286026001 (2.2459147768299066) | > grad_norm_0: tensor(17.8976, device='cuda:0') (tensor(43.3585, device='cuda:0')) | > loss_gen: 2.8560125827789307 (2.7558279141892483) | > loss_kl: 1.6331689357757568 (1.8668696349554688) | > loss_feat: 9.418024063110352 (8.459629995109387) | > loss_mel: 15.613131523132324 (14.642041088020715) | > loss_duration: 1.8236758708953857 (1.7827555567678743) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.344013214111328 (29.507124086366087) | > grad_norm_1: tensor(1689.7001, device='cuda:0') (tensor(1078.5332, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8269 (0.8513190728904557) | > loader_time: 0.0091 (0.011035626822144446)  --> TIME: 2025-05-08 14:32:26 -- STEP: 187/725 -- GLOBAL_STEP: 50400 | > loss_disc: 2.192290782928467 (2.2540373081829452) | > loss_disc_real_0: 0.17356988787651062 (0.14538404544725783) | > loss_disc_real_1: 0.17324650287628174 (0.20029716297266956) | > loss_disc_real_2: 0.22917598485946655 (0.19689016976458504) | > loss_disc_real_3: 0.1938374638557434 (0.20129537199907746) | > loss_disc_real_4: 0.17793719470500946 (0.20352132841546272) | > loss_disc_real_5: 0.21733440458774567 (0.2053118888388343) | > loss_0: 2.192290782928467 (2.2540373081829452) | > grad_norm_0: tensor(56.0448, device='cuda:0') (tensor(41.8736, device='cuda:0')) | > loss_gen: 2.7078256607055664 (2.7401362855166687) | > loss_kl: 1.8617794513702393 (1.8642994222793987) | > loss_feat: 8.93212890625 (8.428285731351307) | > loss_mel: 15.515097618103027 (14.633934326987854) | > loss_duration: 1.8295469284057617 (1.7899456891146572) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.846378326416016 (29.456601402976297) | > grad_norm_1: tensor(834.5651, device='cuda:0') (tensor(1142.6647, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8747 (0.8513964357223104) | > loader_time: 0.0116 (0.010916099191349454)  --> TIME: 2025-05-08 14:33:10 -- STEP: 237/725 -- GLOBAL_STEP: 50450 | > loss_disc: 2.2469406127929688 (2.255446527074661) | > loss_disc_real_0: 0.1302257925271988 (0.14471997902237432) | > loss_disc_real_1: 0.1879061609506607 (0.1999384094391191) | > loss_disc_real_2: 0.20501159131526947 (0.19724563348896895) | > loss_disc_real_3: 0.2029966115951538 (0.20150670333753645) | > loss_disc_real_4: 0.23746760189533234 (0.20370572497321587) | > loss_disc_real_5: 0.20156338810920715 (0.20509705136093911) | > loss_0: 2.2469406127929688 (2.255446527074661) | > grad_norm_0: tensor(22.9551, device='cuda:0') (tensor(42.0435, device='cuda:0')) | > loss_gen: 2.8787412643432617 (2.7337209454065645) | > loss_kl: 1.9500596523284912 (1.870735878179848) | > loss_feat: 8.756659507751465 (8.40669888886721) | > loss_mel: 15.379308700561523 (14.592320880809414) | > loss_duration: 1.763641119003296 (1.7892777135100546) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.728412628173828 (29.392754228809213) | > grad_norm_1: tensor(1233.8168, device='cuda:0') (tensor(1188.0435, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8301 (0.8523214346245875) | > loader_time: 0.0095 (0.010858091120981463)  --> TIME: 2025-05-08 14:33:53 -- STEP: 287/725 -- GLOBAL_STEP: 50500 | > loss_disc: 1.9557514190673828 (2.2534387535334464) | > loss_disc_real_0: 0.06362909823656082 (0.14400347584423714) | > loss_disc_real_1: 0.19829337298870087 (0.19997770736441794) | > loss_disc_real_2: 0.15848436951637268 (0.19699360736571123) | > loss_disc_real_3: 0.19147706031799316 (0.20154886643437964) | > loss_disc_real_4: 0.22404812276363373 (0.20390715613597782) | > loss_disc_real_5: 0.17390981316566467 (0.2051301747041297) | > loss_0: 1.9557514190673828 (2.2534387535334464) | > grad_norm_0: tensor(11.9119, device='cuda:0') (tensor(42.0621, device='cuda:0')) | > loss_gen: 3.0060391426086426 (2.7396050164093144) | > loss_kl: 1.9301114082336426 (1.8684282655915316) | > loss_feat: 10.330302238464355 (8.402961500014987) | > loss_mel: 16.576854705810547 (14.57181080542375) | > loss_duration: 1.8189611434936523 (1.7911358220236642) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.662269592285156 (29.373941355050647) | > grad_norm_1: tensor(569.3748, device='cuda:0') (tensor(1159.3557, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8265 (0.8517882475038855) | > loader_time: 0.0102 (0.010732223763283122)  --> TIME: 2025-05-08 14:34:37 -- STEP: 337/725 -- GLOBAL_STEP: 50550 | > loss_disc: 2.0947585105895996 (2.251700044032019) | > loss_disc_real_0: 0.09151587635278702 (0.14385316478923116) | > loss_disc_real_1: 0.19099114835262299 (0.19969887324009167) | > loss_disc_real_2: 0.1709294468164444 (0.1966190363780681) | > loss_disc_real_3: 0.18787740170955658 (0.20103951793396146) | > loss_disc_real_4: 0.18807350099086761 (0.20351265662678633) | > loss_disc_real_5: 0.19582657516002655 (0.2053938416504364) | > loss_0: 2.0947585105895996 (2.251700044032019) | > grad_norm_0: tensor(38.1088, device='cuda:0') (tensor(41.6816, device='cuda:0')) | > loss_gen: 3.0136630535125732 (2.7363247828950525) | > loss_kl: 1.7593671083450317 (1.8648987449595058) | > loss_feat: 10.429193496704102 (8.387509941701005) | > loss_mel: 17.387638092041016 (14.556358450598108) | > loss_duration: 1.786552906036377 (1.7922994008050122) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.37641525268555 (29.337391256224862) | > grad_norm_1: tensor(1810.0619, device='cuda:0') (tensor(1165.4014, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8844 (0.8535065941004089) | > loader_time: 0.0098 (0.010736564500395554)  --> TIME: 2025-05-08 14:35:20 -- STEP: 387/725 -- GLOBAL_STEP: 50600 | > loss_disc: 2.2282745838165283 (2.2503370326926855) | > loss_disc_real_0: 0.17041857540607452 (0.14438752872383273) | > loss_disc_real_1: 0.1934700906276703 (0.19931239979365692) | > loss_disc_real_2: 0.22563880681991577 (0.19611862536702662) | > loss_disc_real_3: 0.21220844984054565 (0.20083601757383462) | > loss_disc_real_4: 0.1775859147310257 (0.20369377847789802) | > loss_disc_real_5: 0.24291202425956726 (0.2056920024005633) | > loss_0: 2.2282745838165283 (2.2503370326926855) | > grad_norm_0: tensor(14.6264, device='cuda:0') (tensor(41.8626, device='cuda:0')) | > loss_gen: 2.6347413063049316 (2.73455473618914) | > loss_kl: 1.8085381984710693 (1.8688918210431278) | > loss_feat: 7.897658824920654 (8.386295540388232) | > loss_mel: 14.335579872131348 (14.539939951835061) | > loss_duration: 1.9005351066589355 (1.7950855576714804) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.57705307006836 (29.32476753412291) | > grad_norm_1: tensor(1253.0216, device='cuda:0') (tensor(1176.7162, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8559 (0.8522606259476615) | > loader_time: 0.0108 (0.010698174321374227)  --> TIME: 2025-05-08 14:36:02 -- STEP: 437/725 -- GLOBAL_STEP: 50650 | > loss_disc: 2.077554225921631 (2.247069657258093) | > loss_disc_real_0: 0.09903522580862045 (0.14397683859007873) | > loss_disc_real_1: 0.15448646247386932 (0.19878357430617377) | > loss_disc_real_2: 0.1852779984474182 (0.1957525142406708) | > loss_disc_real_3: 0.20070584118366241 (0.2005205348781917) | > loss_disc_real_4: 0.1814805269241333 (0.2035980946480274) | > loss_disc_real_5: 0.19741858541965485 (0.20527000813926105) | > loss_0: 2.077554225921631 (2.247069657258093) | > grad_norm_0: tensor(63.8062, device='cuda:0') (tensor(42.3465, device='cuda:0')) | > loss_gen: 2.957570791244507 (2.740634162584213) | > loss_kl: 2.0295729637145996 (1.8742498552226365) | > loss_feat: 9.960075378417969 (8.413501786421845) | > loss_mel: 16.709890365600586 (14.570043854091479) | > loss_duration: 1.7421584129333496 (1.795109112148154) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.399269104003906 (29.393538686721765) | > grad_norm_1: tensor(1558.3140, device='cuda:0') (tensor(1163.5524, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.854 (0.8510500637290134) | > loader_time: 0.0109 (0.010698222459317345)  --> TIME: 2025-05-08 14:36:45 -- STEP: 487/725 -- GLOBAL_STEP: 50700 | > loss_disc: 2.269399404525757 (2.244638573217687) | > loss_disc_real_0: 0.12659847736358643 (0.14311398890106597) | > loss_disc_real_1: 0.2088993489742279 (0.19880881192625427) | > loss_disc_real_2: 0.207454115152359 (0.1957322641197416) | > loss_disc_real_3: 0.21752770245075226 (0.20042325290076782) | > loss_disc_real_4: 0.20467667281627655 (0.2036420648164084) | > loss_disc_real_5: 0.2014233022928238 (0.2051328234909985) | > loss_0: 2.269399404525757 (2.244638573217687) | > grad_norm_0: tensor(34.8556, device='cuda:0') (tensor(41.8371, device='cuda:0')) | > loss_gen: 2.5612566471099854 (2.741756414241125) | > loss_kl: 1.8894457817077637 (1.8773723669365445) | > loss_feat: 8.549629211425781 (8.406144713963805) | > loss_mel: 15.089648246765137 (14.561399963112583) | > loss_duration: 1.8119382858276367 (1.7965916681583411) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.901920318603516 (29.383265058607535) | > grad_norm_1: tensor(1400.9891, device='cuda:0') (tensor(1172.6165, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8098 (0.8499348741292464) | > loader_time: 0.0105 (0.01071702332467269)  --> TIME: 2025-05-08 14:37:28 -- STEP: 537/725 -- GLOBAL_STEP: 50750 | > loss_disc: 2.1795578002929688 (2.2434619467573693) | > loss_disc_real_0: 0.1857934147119522 (0.14247170211383092) | > loss_disc_real_1: 0.2224537432193756 (0.19898997061301432) | > loss_disc_real_2: 0.17605708539485931 (0.1954769311503991) | > loss_disc_real_3: 0.23500582575798035 (0.20050290862386227) | > loss_disc_real_4: 0.19573558866977692 (0.2036606523744221) | > loss_disc_real_5: 0.231801375746727 (0.2049583027926681) | > loss_0: 2.1795578002929688 (2.2434619467573693) | > grad_norm_0: tensor(36.0394, device='cuda:0') (tensor(42.3629, device='cuda:0')) | > loss_gen: 2.9713330268859863 (2.7453411073880045) | > loss_kl: 1.7753105163574219 (1.8762374645726863) | > loss_feat: 8.539298057556152 (8.414679193407897) | > loss_mel: 14.117973327636719 (14.564918239245422) | > loss_duration: 1.8317673206329346 (1.7979572902622614) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.23568344116211 (29.39913324182038) | > grad_norm_1: tensor(756.7251, device='cuda:0') (tensor(1151.9830, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8327 (0.8491414623331536) | > loader_time: 0.0092 (0.010683628433909496)  --> TIME: 2025-05-08 14:38:11 -- STEP: 587/725 -- GLOBAL_STEP: 50800 | > loss_disc: 2.2317848205566406 (2.243519677823407) | > loss_disc_real_0: 0.14620785415172577 (0.14103935704625248) | > loss_disc_real_1: 0.20108646154403687 (0.19903770662856868) | > loss_disc_real_2: 0.18061821162700653 (0.19566012144697983) | > loss_disc_real_3: 0.2390473186969757 (0.20092471108932103) | > loss_disc_real_4: 0.22760123014450073 (0.20376589993297348) | > loss_disc_real_5: 0.1816430687904358 (0.20510692386753107) | > loss_0: 2.2317848205566406 (2.243519677823407) | > grad_norm_0: tensor(64.2132, device='cuda:0') (tensor(41.5274, device='cuda:0')) | > loss_gen: 2.7273173332214355 (2.744595252269374) | > loss_kl: 1.7549082040786743 (1.874483452744947) | > loss_feat: 8.968841552734375 (8.401448625112916) | > loss_mel: 16.29554557800293 (14.547400625641545) | > loss_duration: 1.761695146560669 (1.797572248229786) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.50830841064453 (29.365500165819107) | > grad_norm_1: tensor(1968.9346, device='cuda:0') (tensor(1129.1536, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8759 (0.8482403328715232) | > loader_time: 0.0097 (0.010650726964973312)  --> TIME: 2025-05-08 14:38:54 -- STEP: 637/725 -- GLOBAL_STEP: 50850 | > loss_disc: 2.1951704025268555 (2.243315127805414) | > loss_disc_real_0: 0.13429665565490723 (0.14065842001788093) | > loss_disc_real_1: 0.19178426265716553 (0.19915390152665471) | > loss_disc_real_2: 0.18140681087970734 (0.19571184908482867) | > loss_disc_real_3: 0.19675977528095245 (0.20094629967792807) | > loss_disc_real_4: 0.20568731427192688 (0.20368548397273067) | > loss_disc_real_5: 0.2150234878063202 (0.2048064531346131) | > loss_0: 2.1951704025268555 (2.243315127805414) | > grad_norm_0: tensor(56.8073, device='cuda:0') (tensor(41.7788, device='cuda:0')) | > loss_gen: 2.893153667449951 (2.745201199545028) | > loss_kl: 1.9867061376571655 (1.874897037233625) | > loss_feat: 8.429957389831543 (8.406711227291234) | > loss_mel: 15.289785385131836 (14.550217671895888) | > loss_duration: 1.7599470615386963 (1.7979957419250228) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.359548568725586 (29.37502283728104) | > grad_norm_1: tensor(1193.3667, device='cuda:0') (tensor(1131.3369, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8356 (0.8481004582469467) | > loader_time: 0.0097 (0.010597964470951675)  --> TIME: 2025-05-08 14:39:36 -- STEP: 687/725 -- GLOBAL_STEP: 50900 | > loss_disc: 2.291435718536377 (2.241558214809522) | > loss_disc_real_0: 0.1397407501935959 (0.14043004139498666) | > loss_disc_real_1: 0.1722918003797531 (0.19896695692379576) | > loss_disc_real_2: 0.19707439839839935 (0.195767677311814) | > loss_disc_real_3: 0.19923987984657288 (0.20085110058777536) | > loss_disc_real_4: 0.18854309618473053 (0.2033941093967819) | > loss_disc_real_5: 0.20755596458911896 (0.20481155843106594) | > loss_0: 2.291435718536377 (2.241558214809522) | > grad_norm_0: tensor(84.1216, device='cuda:0') (tensor(41.6284, device='cuda:0')) | > loss_gen: 2.6078038215637207 (2.745535442402268) | > loss_kl: 1.7535866498947144 (1.8746628261549505) | > loss_feat: 8.221599578857422 (8.413816493671533) | > loss_mel: 13.774049758911133 (14.562099447069905) | > loss_duration: 1.8199301958084106 (1.7988120237639207) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.176971435546875 (29.394926187773457) | > grad_norm_1: tensor(1463.1527, device='cuda:0') (tensor(1137.6392, device='cuda:0')) | > current_lr_0: 0.0001998500468671882 | > current_lr_1: 0.0001998500468671882 | > step_time: 0.8536 (0.8472058235124036) | > loader_time: 0.0118 (0.010586934318709053)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.164520025253296 (2.164520025253296) | > loss_disc_real_0: 0.1287778615951538 (0.1287778615951538) | > loss_disc_real_1: 0.22845610976219177 (0.22845610976219177) | > loss_disc_real_2: 0.20018430054187775 (0.20018430054187775) | > loss_disc_real_3: 0.21363329887390137 (0.21363329887390137) | > loss_disc_real_4: 0.19364646077156067 (0.19364646077156067) | > loss_disc_real_5: 0.22347602248191833 (0.22347602248191833) | > loss_0: 2.164520025253296 (2.164520025253296) | > loss_gen: 2.8152353763580322 (2.8152353763580322) | > loss_kl: 2.2084896564483643 (2.2084896564483643) | > loss_feat: 9.4032621383667 (9.4032621383667) | > loss_mel: 15.922648429870605 (15.922648429870605) | > loss_duration: 1.7385506629943848 (1.7385506629943848) | > loss_1: 32.08818817138672 (32.08818817138672)  --> STEP: 1 | > loss_disc: 2.237091302871704 (2.237091302871704) | > loss_disc_real_0: 0.13358867168426514 (0.13358867168426514) | > loss_disc_real_1: 0.2347749024629593 (0.2347749024629593) | > loss_disc_real_2: 0.18644870817661285 (0.18644870817661285) | > loss_disc_real_3: 0.19656100869178772 (0.19656100869178772) | > loss_disc_real_4: 0.19320467114448547 (0.19320467114448547) | > loss_disc_real_5: 0.21442975103855133 (0.21442975103855133) | > loss_0: 2.237091302871704 (2.237091302871704) | > loss_gen: 2.5343198776245117 (2.5343198776245117) | > loss_kl: 2.0456156730651855 (2.0456156730651855) | > loss_feat: 8.006683349609375 (8.006683349609375) | > loss_mel: 15.377148628234863 (15.377148628234863) | > loss_duration: 1.8435664176940918 (1.8435664176940918) | > loss_1: 29.807334899902344 (29.807334899902344)  --> STEP: 2 | > loss_disc: 2.2276432514190674 (2.2323672771453857) | > loss_disc_real_0: 0.13905547559261322 (0.13632207363843918) | > loss_disc_real_1: 0.24814732372760773 (0.2414611130952835) | > loss_disc_real_2: 0.18803992867469788 (0.18724431842565536) | > loss_disc_real_3: 0.20389282703399658 (0.20022691786289215) | > loss_disc_real_4: 0.18579822778701782 (0.18950144946575165) | > loss_disc_real_5: 0.2511240839958191 (0.2327769175171852) | > loss_0: 2.2276432514190674 (2.2323672771453857) | > loss_gen: 2.77986478805542 (2.657092332839966) | > loss_kl: 1.9067178964614868 (1.9761667847633362) | > loss_feat: 8.11253833770752 (8.059610843658447) | > loss_mel: 16.417654037475586 (15.897401332855225) | > loss_duration: 1.8630168437957764 (1.853291630744934) | > loss_1: 31.079792022705078 (30.44356346130371)  --> STEP: 3 | > loss_disc: 2.1934025287628174 (2.2193790276845298) | > loss_disc_real_0: 0.11340290307998657 (0.12868235011895499) | > loss_disc_real_1: 0.23636068403720856 (0.2397609700759252) | > loss_disc_real_2: 0.18548992276191711 (0.18665951987107596) | > loss_disc_real_3: 0.18942396342754364 (0.19662593305110931) | > loss_disc_real_4: 0.1996561586856842 (0.1928863525390625) | > loss_disc_real_5: 0.22552166879177094 (0.23035850127538046) | > loss_0: 2.1934025287628174 (2.2193790276845298) | > loss_gen: 2.695650100708008 (2.669944922129313) | > loss_kl: 1.7715659141540527 (1.9079664945602417) | > loss_feat: 8.817731857299805 (8.312317848205566) | > loss_mel: 15.969846725463867 (15.921549797058105) | > loss_duration: 1.8457145690917969 (1.8507659435272217) | > loss_1: 31.100509643554688 (30.662545522054035)  --> STEP: 4 | > loss_disc: 2.1340184211730957 (2.198038876056671) | > loss_disc_real_0: 0.11182938516139984 (0.12446910887956619) | > loss_disc_real_1: 0.21285974979400635 (0.23303566500544548) | > loss_disc_real_2: 0.18923862278461456 (0.1873042955994606) | > loss_disc_real_3: 0.1619514375925064 (0.1879573091864586) | > loss_disc_real_4: 0.17860639095306396 (0.18931636214256287) | > loss_disc_real_5: 0.2139582633972168 (0.22625844180583954) | > loss_0: 2.1340184211730957 (2.198038876056671) | > loss_gen: 2.6532180309295654 (2.665763199329376) | > loss_kl: 1.9565974473953247 (1.9201242327690125) | > loss_feat: 9.791947364807129 (8.682225227355957) | > loss_mel: 15.051135063171387 (15.703946113586426) | > loss_duration: 1.7865067720413208 (1.8347011506557465) | > loss_1: 31.239402770996094 (30.80675983428955) --> EVAL PERFORMANCE | > avg_loader_time: 0.27947723865509033 (-0.03007584810256958) | > avg_loss_disc: 2.198038876056671 (+0.01597660779953003) | > avg_loss_disc_real_0: 0.12446910887956619 (+0.014460930600762367) | > avg_loss_disc_real_1: 0.23303566500544548 (+0.008623436093330383) | > avg_loss_disc_real_2: 0.1873042955994606 (-0.006432361900806427) | > avg_loss_disc_real_3: 0.1879573091864586 (-0.035295434296131134) | > avg_loss_disc_real_4: 0.18931636214256287 (-0.021945282816886902) | > avg_loss_disc_real_5: 0.22625844180583954 (+0.027852583676576614) | > avg_loss_0: 2.198038876056671 (+0.01597660779953003) | > avg_loss_gen: 2.665763199329376 (-0.07521647214889526) | > avg_loss_kl: 1.9201242327690125 (-0.08397030830383301) | > avg_loss_feat: 8.682225227355957 (+0.39486443996429443) | > avg_loss_mel: 15.703946113586426 (+0.8466072082519531) | > avg_loss_duration: 1.8347011506557465 (+0.012798190116882324) | > avg_loss_1: 30.80675983428955 (+1.0950822830200195)  > EPOCH: 7/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 14:40:18)   --> TIME: 2025-05-08 14:40:31 -- STEP: 12/725 -- GLOBAL_STEP: 50950 | > loss_disc: 2.4066808223724365 (2.263644258181254) | > loss_disc_real_0: 0.08538840711116791 (0.1374657197544972) | > loss_disc_real_1: 0.26819708943367004 (0.20635210101803145) | > loss_disc_real_2: 0.20004981756210327 (0.2000339776277542) | > loss_disc_real_3: 0.19192370772361755 (0.20064748575290045) | > loss_disc_real_4: 0.17130641639232635 (0.20625064646204314) | > loss_disc_real_5: 0.2044326514005661 (0.20488563676675162) | > loss_0: 2.4066808223724365 (2.263644258181254) | > grad_norm_0: tensor(65.4515, device='cuda:0') (tensor(41.3732, device='cuda:0')) | > loss_gen: 2.690516233444214 (2.7909078200658164) | > loss_kl: 1.7834224700927734 (1.8818255364894867) | > loss_feat: 8.474991798400879 (8.438893953959147) | > loss_mel: 15.035358428955078 (15.007547537485758) | > loss_duration: 1.8403173685073853 (1.8067838350931804) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.82460594177246 (29.92595847447713) | > grad_norm_1: tensor(1276.6937, device='cuda:0') (tensor(1169.4058, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8507 (0.831985592842102) | > loader_time: 0.0102 (0.010226925214131674)  --> TIME: 2025-05-08 14:41:15 -- STEP: 62/725 -- GLOBAL_STEP: 51000 | > loss_disc: 2.3385066986083984 (2.2656831664423778) | > loss_disc_real_0: 0.16377569735050201 (0.14502150565385818) | > loss_disc_real_1: 0.19105079770088196 (0.20047774574448984) | > loss_disc_real_2: 0.23632179200649261 (0.19921357304819168) | > loss_disc_real_3: 0.22196771204471588 (0.20211297778352613) | > loss_disc_real_4: 0.17911329865455627 (0.20494970775419666) | > loss_disc_real_5: 0.23867946863174438 (0.20586844221238168) | > loss_0: 2.3385066986083984 (2.2656831664423778) | > grad_norm_0: tensor(28.7422, device='cuda:0') (tensor(42.0569, device='cuda:0')) | > loss_gen: 2.567814350128174 (2.7376897065870223) | > loss_kl: 1.9730210304260254 (1.8966868289055363) | > loss_feat: 7.194540977478027 (8.364687911925781) | > loss_mel: 12.617451667785645 (14.653362028060421) | > loss_duration: 1.8580158948898315 (1.7975023042771123) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.210844039916992 (29.449928837437785) | > grad_norm_1: tensor(1173.6178, device='cuda:0') (tensor(953.3111, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8678 (0.8593515003881147) | > loader_time: 0.0123 (0.010324055148709205) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_51000.pth  --> TIME: 2025-05-08 14:42:00 -- STEP: 112/725 -- GLOBAL_STEP: 51050 | > loss_disc: 2.2617673873901367 (2.263391984360557) | > loss_disc_real_0: 0.09854359924793243 (0.14362091065517488) | > loss_disc_real_1: 0.1701371818780899 (0.20067174413374492) | > loss_disc_real_2: 0.18823063373565674 (0.19849096690969809) | > loss_disc_real_3: 0.1843268722295761 (0.20184572440172946) | > loss_disc_real_4: 0.19872593879699707 (0.2034232918439167) | > loss_disc_real_5: 0.182529479265213 (0.20699475186743907) | > loss_0: 2.2617673873901367 (2.263391984360557) | > grad_norm_0: tensor(27.2738, device='cuda:0') (tensor(40.4862, device='cuda:0')) | > loss_gen: 2.484463930130005 (2.7287152430840904) | > loss_kl: 1.8035598993301392 (1.8912607516561235) | > loss_feat: 7.743901252746582 (8.30113116332463) | > loss_mel: 13.363600730895996 (14.50431021622249) | > loss_duration: 1.8215045928955078 (1.8070741732205664) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.217031478881836 (29.232491493225098) | > grad_norm_1: tensor(822.5551, device='cuda:0') (tensor(970.8260, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8263 (0.8564628916127341) | > loader_time: 0.0098 (0.010289898940495085)  --> TIME: 2025-05-08 14:42:43 -- STEP: 162/725 -- GLOBAL_STEP: 51100 | > loss_disc: 2.2968270778656006 (2.2497231371608772) | > loss_disc_real_0: 0.15039975941181183 (0.1403944013571297) | > loss_disc_real_1: 0.1583649218082428 (0.2000430178495101) | > loss_disc_real_2: 0.19511829316616058 (0.19809015012449688) | > loss_disc_real_3: 0.21995456516742706 (0.2014046510980452) | > loss_disc_real_4: 0.19886232912540436 (0.20234895571146483) | > loss_disc_real_5: 0.20552140474319458 (0.20547515291858603) | > loss_0: 2.2968270778656006 (2.2497231371608772) | > grad_norm_0: tensor(41.0573, device='cuda:0') (tensor(39.2252, device='cuda:0')) | > loss_gen: 2.539763927459717 (2.7368584223735475) | > loss_kl: 2.0238332748413086 (1.8888729832790516) | > loss_feat: 7.463605880737305 (8.366275025002754) | > loss_mel: 13.986296653747559 (14.535048478915368) | > loss_duration: 1.8047915697097778 (1.8104431732201283) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.81829261779785 (29.337498076168107) | > grad_norm_1: tensor(1392.8430, device='cuda:0') (tensor(1009.9338, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8372 (0.8530401212197763) | > loader_time: 0.0098 (0.010276553071575403)  --> TIME: 2025-05-08 14:43:27 -- STEP: 212/725 -- GLOBAL_STEP: 51150 | > loss_disc: 2.223489999771118 (2.246135838751522) | > loss_disc_real_0: 0.10412002354860306 (0.13862298562560443) | > loss_disc_real_1: 0.21087366342544556 (0.19930873874504612) | > loss_disc_real_2: 0.2013443112373352 (0.19744304975248733) | > loss_disc_real_3: 0.18692132830619812 (0.20167954814321584) | > loss_disc_real_4: 0.17992983758449554 (0.20274514683856154) | > loss_disc_real_5: 0.2707042098045349 (0.20612730732503928) | > loss_0: 2.223489999771118 (2.246135838751522) | > grad_norm_0: tensor(33.4482, device='cuda:0') (tensor(37.5961, device='cuda:0')) | > loss_gen: 2.77738094329834 (2.7425028591785785) | > loss_kl: 1.6346216201782227 (1.8811851846721936) | > loss_feat: 8.790538787841797 (8.402899427233999) | > loss_mel: 14.830720901489258 (14.555169379936075) | > loss_duration: 1.8162157535552979 (1.8103564555914897) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.84947967529297 (29.392113307736956) | > grad_norm_1: tensor(376.7619, device='cuda:0') (tensor(972.4205, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8581 (0.852849763519359) | > loader_time: 0.0099 (0.010273854687528795)  --> TIME: 2025-05-08 14:44:10 -- STEP: 262/725 -- GLOBAL_STEP: 51200 | > loss_disc: 2.44108247756958 (2.246848269273304) | > loss_disc_real_0: 0.16516949236392975 (0.1380582723681253) | > loss_disc_real_1: 0.2280769944190979 (0.19924540300178165) | > loss_disc_real_2: 0.21766257286071777 (0.19739182816661952) | > loss_disc_real_3: 0.21537470817565918 (0.2020509752608437) | > loss_disc_real_4: 0.20805293321609497 (0.20312078518949392) | > loss_disc_real_5: 0.19616638123989105 (0.2060703565828673) | > loss_0: 2.44108247756958 (2.246848269273304) | > grad_norm_0: tensor(51.5205, device='cuda:0') (tensor(37.7523, device='cuda:0')) | > loss_gen: 2.5194592475891113 (2.7461171541505185) | > loss_kl: 1.8782330751419067 (1.8845349131649687) | > loss_feat: 6.743337154388428 (8.416949026457223) | > loss_mel: 14.20973014831543 (14.548586419520488) | > loss_duration: 1.7745611667633057 (1.8100224278355372) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.125320434570312 (29.406209931118802) | > grad_norm_1: tensor(169.9212, device='cuda:0') (tensor(973.3929, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8749 (0.8511484570175637) | > loader_time: 0.0101 (0.010263601332220415)  --> TIME: 2025-05-08 14:44:53 -- STEP: 312/725 -- GLOBAL_STEP: 51250 | > loss_disc: 2.276273488998413 (2.2451985921615183) | > loss_disc_real_0: 0.1450214982032776 (0.13663759194792072) | > loss_disc_real_1: 0.20026753842830658 (0.20017362901797656) | > loss_disc_real_2: 0.21688531339168549 (0.19750688201150832) | > loss_disc_real_3: 0.20267410576343536 (0.20215359263313115) | > loss_disc_real_4: 0.18555079400539398 (0.20327513106167314) | > loss_disc_real_5: 0.1579776257276535 (0.2052638546969647) | > loss_0: 2.276273488998413 (2.2451985921615183) | > grad_norm_0: tensor(43.6444, device='cuda:0') (tensor(37.2230, device='cuda:0')) | > loss_gen: 2.6295535564422607 (2.74719917621368) | > loss_kl: 1.820334553718567 (1.8821435066369863) | > loss_feat: 8.09797191619873 (8.424747580137005) | > loss_mel: 14.112606048583984 (14.57447626346197) | > loss_duration: 1.7892937660217285 (1.8070934903927338) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.449758529663086 (29.43566002601232) | > grad_norm_1: tensor(1146.1865, device='cuda:0') (tensor(977.5345, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8214 (0.8503838670559418) | > loader_time: 0.0117 (0.010234376558890713)  --> TIME: 2025-05-08 14:45:36 -- STEP: 362/725 -- GLOBAL_STEP: 51300 | > loss_disc: 2.1593284606933594 (2.245719318890438) | > loss_disc_real_0: 0.14483967423439026 (0.13665758653734278) | > loss_disc_real_1: 0.20010726153850555 (0.20035933460319894) | > loss_disc_real_2: 0.18645146489143372 (0.19758725281578401) | > loss_disc_real_3: 0.23183244466781616 (0.2019459492429185) | > loss_disc_real_4: 0.17047657072544098 (0.20334646867289727) | > loss_disc_real_5: 0.18739692866802216 (0.20542544287048) | > loss_0: 2.1593284606933594 (2.245719318890438) | > grad_norm_0: tensor(66.6224, device='cuda:0') (tensor(37.2907, device='cuda:0')) | > loss_gen: 3.0628790855407715 (2.749161889539899) | > loss_kl: 2.033355712890625 (1.882708000873334) | > loss_feat: 10.155341148376465 (8.413038236660185) | > loss_mel: 16.540708541870117 (14.53782278134678) | > loss_duration: 1.7490527629852295 (1.8039063047308947) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.54133605957031 (29.386637176597976) | > grad_norm_1: tensor(1306.8965, device='cuda:0') (tensor(953.4289, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8181 (0.8517788371987106) | > loader_time: 0.011 (0.01018680920258412)  --> TIME: 2025-05-08 14:46:19 -- STEP: 412/725 -- GLOBAL_STEP: 51350 | > loss_disc: 2.1426141262054443 (2.2433103577604556) | > loss_disc_real_0: 0.10451830923557281 (0.13646226416079751) | > loss_disc_real_1: 0.17121028900146484 (0.20008933703297546) | > loss_disc_real_2: 0.18582561612129211 (0.19727427393053343) | > loss_disc_real_3: 0.21166832745075226 (0.2017530190930204) | > loss_disc_real_4: 0.1797448992729187 (0.20328843372973424) | > loss_disc_real_5: 0.2039220780134201 (0.2051418919152427) | > loss_0: 2.1426141262054443 (2.2433103577604556) | > grad_norm_0: tensor(61.5833, device='cuda:0') (tensor(37.4518, device='cuda:0')) | > loss_gen: 2.883643865585327 (2.749508111800963) | > loss_kl: 1.9082090854644775 (1.8834194821640127) | > loss_feat: 9.126602172851562 (8.42414645546848) | > loss_mel: 15.53769302368164 (14.566436043063414) | > loss_duration: 1.7905395030975342 (1.8034259153222574) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.246686935424805 (29.426935969047175) | > grad_norm_1: tensor(1539.2843, device='cuda:0') (tensor(997.0958, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8517 (0.8512594451024694) | > loader_time: 0.0098 (0.01020066483506879)  --> TIME: 2025-05-08 14:47:02 -- STEP: 462/725 -- GLOBAL_STEP: 51400 | > loss_disc: 2.3644368648529053 (2.242616049655071) | > loss_disc_real_0: 0.15555602312088013 (0.1358512656287456) | > loss_disc_real_1: 0.2061258852481842 (0.20016237870826348) | > loss_disc_real_2: 0.21213488280773163 (0.1973477087237618) | > loss_disc_real_3: 0.23791387677192688 (0.20182530817402386) | > loss_disc_real_4: 0.21776263415813446 (0.20341258873413134) | > loss_disc_real_5: 0.1964307576417923 (0.20531027654419737) | > loss_0: 2.3644368648529053 (2.242616049655071) | > grad_norm_0: tensor(26.9665, device='cuda:0') (tensor(37.3243, device='cuda:0')) | > loss_gen: 2.6242308616638184 (2.7518012895212554) | > loss_kl: 1.88209867477417 (1.8836185227740894) | > loss_feat: 7.237183570861816 (8.427754402160641) | > loss_mel: 12.861056327819824 (14.54629404513867) | > loss_duration: 1.8291850090026855 (1.8028776805638236) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.43375587463379 (29.41234591512969) | > grad_norm_1: tensor(1131.0491, device='cuda:0') (tensor(997.5964, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.7901 (0.8503257928988635) | > loader_time: 0.0101 (0.010193188985188806)  --> TIME: 2025-05-08 14:47:45 -- STEP: 512/725 -- GLOBAL_STEP: 51450 | > loss_disc: 2.2241499423980713 (2.2450911139603695) | > loss_disc_real_0: 0.23426850140094757 (0.13664187667018274) | > loss_disc_real_1: 0.20768511295318604 (0.2003374763880856) | > loss_disc_real_2: 0.18861475586891174 (0.19740231378818862) | > loss_disc_real_3: 0.18374043703079224 (0.20195027053705414) | > loss_disc_real_4: 0.16002222895622253 (0.2033798219927121) | > loss_disc_real_5: 0.1903245598077774 (0.2053738111571875) | > loss_0: 2.2241499423980713 (2.2450911139603695) | > grad_norm_0: tensor(108.2999, device='cuda:0') (tensor(37.4828, device='cuda:0')) | > loss_gen: 3.0429930686950684 (2.748329497873784) | > loss_kl: 1.9050334692001343 (1.885086027905345) | > loss_feat: 10.469969749450684 (8.410965834744271) | > loss_mel: 16.767072677612305 (14.540499690920115) | > loss_duration: 1.7706282138824463 (1.8034554824698716) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.95569610595703 (29.38833649456501) | > grad_norm_1: tensor(706.0366, device='cuda:0') (tensor(1002.6048, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8454 (0.8500272175297141) | > loader_time: 0.01 (0.010235030669718984)  --> TIME: 2025-05-08 14:48:28 -- STEP: 562/725 -- GLOBAL_STEP: 51500 | > loss_disc: 2.269991397857666 (2.246609265906106) | > loss_disc_real_0: 0.15183021128177643 (0.13674637422734526) | > loss_disc_real_1: 0.18732069432735443 (0.20047104817374314) | > loss_disc_real_2: 0.19624464213848114 (0.19778550371156464) | > loss_disc_real_3: 0.22464755177497864 (0.2018221993251203) | > loss_disc_real_4: 0.17918357253074646 (0.20356476415624825) | > loss_disc_real_5: 0.20143194496631622 (0.20539353217836806) | > loss_0: 2.269991397857666 (2.246609265906106) | > grad_norm_0: tensor(14.6662, device='cuda:0') (tensor(37.0514, device='cuda:0')) | > loss_gen: 2.6328864097595215 (2.747465540505814) | > loss_kl: 1.9154990911483765 (1.887890567346824) | > loss_feat: 8.168911933898926 (8.416041791651166) | > loss_mel: 14.070887565612793 (14.562878479736975) | > loss_duration: 1.761686086654663 (1.803249701486364) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.54987144470215 (29.41752604148566) | > grad_norm_1: tensor(953.2848, device='cuda:0') (tensor(1009.9046, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8901 (0.8495631985817091) | > loader_time: 0.0115 (0.010233635155755854)  --> TIME: 2025-05-08 14:49:12 -- STEP: 612/725 -- GLOBAL_STEP: 51550 | > loss_disc: 2.0741541385650635 (2.2440999033404325) | > loss_disc_real_0: 0.13085134327411652 (0.13686680623932804) | > loss_disc_real_1: 0.18808139860630035 (0.20015781949840325) | > loss_disc_real_2: 0.16296322643756866 (0.19749834361711358) | > loss_disc_real_3: 0.16595199704170227 (0.2017690611674505) | > loss_disc_real_4: 0.18153610825538635 (0.203438343200224) | > loss_disc_real_5: 0.16670125722885132 (0.2051392783916074) | > loss_0: 2.0741541385650635 (2.2440999033404325) | > grad_norm_0: tensor(21.9998, device='cuda:0') (tensor(37.4661, device='cuda:0')) | > loss_gen: 2.8366007804870605 (2.750337445658018) | > loss_kl: 1.929292917251587 (1.8891268027763741) | > loss_feat: 9.789290428161621 (8.431550049314314) | > loss_mel: 16.46735191345215 (14.57836377542782) | > loss_duration: 1.700028419494629 (1.8023205822199777) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.722564697265625 (29.45169860553118) | > grad_norm_1: tensor(1677.2698, device='cuda:0') (tensor(1012.9727, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8378 (0.849503092126909) | > loader_time: 0.0092 (0.01024119682561338)  --> TIME: 2025-05-08 14:49:55 -- STEP: 662/725 -- GLOBAL_STEP: 51600 | > loss_disc: 2.181382894515991 (2.2426331677105464) | > loss_disc_real_0: 0.11016455292701721 (0.1365418894064481) | > loss_disc_real_1: 0.18165357410907745 (0.19991635501924945) | > loss_disc_real_2: 0.2058831751346588 (0.19753063105474425) | > loss_disc_real_3: 0.1990092694759369 (0.20176449586887735) | > loss_disc_real_4: 0.17526105046272278 (0.20339869014536155) | > loss_disc_real_5: 0.15509916841983795 (0.20487715756334918) | > loss_0: 2.181382894515991 (2.2426331677105464) | > grad_norm_0: tensor(9.0904, device='cuda:0') (tensor(37.3178, device='cuda:0')) | > loss_gen: 2.618882179260254 (2.75206949379509) | > loss_kl: 1.8985146284103394 (1.8884149897854854) | > loss_feat: 7.922347068786621 (8.432795359648965) | > loss_mel: 13.284369468688965 (14.570667590979717) | > loss_duration: 1.809354305267334 (1.8025736868201425) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.53346824645996 (29.44652106178491) | > grad_norm_1: tensor(713.8359, device='cuda:0') (tensor(1009.7852, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8648 (0.849201807442749) | > loader_time: 0.0122 (0.010261488465023897)  --> TIME: 2025-05-08 14:50:38 -- STEP: 712/725 -- GLOBAL_STEP: 51650 | > loss_disc: 2.2941598892211914 (2.241077737526945) | > loss_disc_real_0: 0.11053415387868881 (0.13643712434771213) | > loss_disc_real_1: 0.19537614285945892 (0.1997174239727887) | > loss_disc_real_2: 0.2349032610654831 (0.19726306859278278) | > loss_disc_real_3: 0.18970000743865967 (0.20162672210442886) | > loss_disc_real_4: 0.19186212122440338 (0.20332986285930946) | > loss_disc_real_5: 0.2127743810415268 (0.20480252274971322) | > loss_0: 2.2941598892211914 (2.241077737526945) | > grad_norm_0: tensor(19.3926, device='cuda:0') (tensor(37.1630, device='cuda:0')) | > loss_gen: 2.684539794921875 (2.7541883581140083) | > loss_kl: 1.734157919883728 (1.8863892858282905) | > loss_feat: 7.810612678527832 (8.445449416557047) | > loss_mel: 14.397523880004883 (14.586074329494085) | > loss_duration: 1.8019523620605469 (1.8021451295091864) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.428787231445312 (29.4742464617397) | > grad_norm_1: tensor(1211.1637, device='cuda:0') (tensor(1019.2101, device='cuda:0')) | > current_lr_0: 0.00019982506561132978 | > current_lr_1: 0.00019982506561132978 | > step_time: 0.8118 (0.8489342670092426) | > loader_time: 0.0097 (0.010259052340903978)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3295767307281494 (2.3295767307281494) | > loss_disc_real_0: 0.11261966079473495 (0.11261966079473495) | > loss_disc_real_1: 0.22594226896762848 (0.22594226896762848) | > loss_disc_real_2: 0.19120723009109497 (0.19120723009109497) | > loss_disc_real_3: 0.2715826630592346 (0.2715826630592346) | > loss_disc_real_4: 0.23467907309532166 (0.23467907309532166) | > loss_disc_real_5: 0.25714269280433655 (0.25714269280433655) | > loss_0: 2.3295767307281494 (2.3295767307281494) | > loss_gen: 2.6820287704467773 (2.6820287704467773) | > loss_kl: 1.934712529182434 (1.934712529182434) | > loss_feat: 9.08838176727295 (9.08838176727295) | > loss_mel: 16.041852951049805 (16.041852951049805) | > loss_duration: 1.739652156829834 (1.739652156829834) | > loss_1: 31.48662757873535 (31.48662757873535)  --> STEP: 1 | > loss_disc: 2.378164291381836 (2.378164291381836) | > loss_disc_real_0: 0.10379568487405777 (0.10379568487405777) | > loss_disc_real_1: 0.2099265158176422 (0.2099265158176422) | > loss_disc_real_2: 0.18615174293518066 (0.18615174293518066) | > loss_disc_real_3: 0.25181734561920166 (0.25181734561920166) | > loss_disc_real_4: 0.2351423054933548 (0.2351423054933548) | > loss_disc_real_5: 0.24935747683048248 (0.24935747683048248) | > loss_0: 2.378164291381836 (2.378164291381836) | > loss_gen: 2.403503179550171 (2.403503179550171) | > loss_kl: 1.8129048347473145 (1.8129048347473145) | > loss_feat: 7.092082500457764 (7.092082500457764) | > loss_mel: 14.228797912597656 (14.228797912597656) | > loss_duration: 1.816696286201477 (1.816696286201477) | > loss_1: 27.353984832763672 (27.353984832763672)  --> STEP: 2 | > loss_disc: 2.341280937194824 (2.35972261428833) | > loss_disc_real_0: 0.10717381536960602 (0.1054847501218319) | > loss_disc_real_1: 0.20564527809619904 (0.20778589695692062) | > loss_disc_real_2: 0.18953318893909454 (0.1878424659371376) | > loss_disc_real_3: 0.2804623544216156 (0.26613985002040863) | > loss_disc_real_4: 0.21454930305480957 (0.22484580427408218) | > loss_disc_real_5: 0.24430473148822784 (0.24683110415935516) | > loss_0: 2.341280937194824 (2.35972261428833) | > loss_gen: 2.502203941345215 (2.452853560447693) | > loss_kl: 1.960334300994873 (1.8866195678710938) | > loss_feat: 7.02296257019043 (7.057522535324097) | > loss_mel: 14.117371559143066 (14.173084735870361) | > loss_duration: 1.8727742433547974 (1.8447352647781372) | > loss_1: 27.475648880004883 (27.414816856384277)  --> STEP: 3 | > loss_disc: 2.309851884841919 (2.343099037806193) | > loss_disc_real_0: 0.1024480015039444 (0.10447250058253606) | > loss_disc_real_1: 0.2097184956073761 (0.20843009650707245) | > loss_disc_real_2: 0.1794447898864746 (0.1850432405869166) | > loss_disc_real_3: 0.27657386660575867 (0.26961785554885864) | > loss_disc_real_4: 0.21605411171913147 (0.2219152400890986) | > loss_disc_real_5: 0.27380862832069397 (0.25582361221313477) | > loss_0: 2.309851884841919 (2.343099037806193) | > loss_gen: 2.6686151027679443 (2.5247740745544434) | > loss_kl: 1.9500705003738403 (1.9077698787053425) | > loss_feat: 8.789470672607422 (7.634838581085205) | > loss_mel: 15.587560653686523 (14.644576708475748) | > loss_duration: 1.855101227760315 (1.8481905857721965) | > loss_1: 30.850818634033203 (28.560150782267254)  --> STEP: 4 | > loss_disc: 2.6270010471343994 (2.4140745401382446) | > loss_disc_real_0: 0.12870429456233978 (0.11053044907748699) | > loss_disc_real_1: 0.23124097287654877 (0.21413281559944153) | > loss_disc_real_2: 0.18591177463531494 (0.1852603740990162) | > loss_disc_real_3: 0.25722169876098633 (0.26651881635189056) | > loss_disc_real_4: 0.23939913511276245 (0.22628621384501457) | > loss_disc_real_5: 0.28791964054107666 (0.26384761929512024) | > loss_0: 2.6270010471343994 (2.4140745401382446) | > loss_gen: 2.1226372718811035 (2.4242398738861084) | > loss_kl: 1.9165465831756592 (1.9099640548229218) | > loss_feat: 5.640813827514648 (7.136332392692566) | > loss_mel: 11.648093223571777 (13.895455837249756) | > loss_duration: 1.7888288497924805 (1.8333501517772675) | > loss_1: 23.116920471191406 (27.19934320449829) --> EVAL PERFORMANCE | > avg_loader_time: 0.3066871762275696 (+0.027209937572479248) | > avg_loss_disc: 2.4140745401382446 (+0.2160356640815735) | > avg_loss_disc_real_0: 0.11053044907748699 (-0.0139386598020792) | > avg_loss_disc_real_1: 0.21413281559944153 (-0.018902849406003952) | > avg_loss_disc_real_2: 0.1852603740990162 (-0.0020439215004444122) | > avg_loss_disc_real_3: 0.26651881635189056 (+0.07856150716543198) | > avg_loss_disc_real_4: 0.22628621384501457 (+0.036969851702451706) | > avg_loss_disc_real_5: 0.26384761929512024 (+0.0375891774892807) | > avg_loss_0: 2.4140745401382446 (+0.2160356640815735) | > avg_loss_gen: 2.4242398738861084 (-0.24152332544326782) | > avg_loss_kl: 1.9099640548229218 (-0.010160177946090698) | > avg_loss_feat: 7.136332392692566 (-1.5458928346633911) | > avg_loss_mel: 13.895455837249756 (-1.80849027633667) | > avg_loss_duration: 1.8333501517772675 (-0.001350998878479004) | > avg_loss_1: 27.19934320449829 (-3.6074166297912598) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_51663.pth  > EPOCH: 8/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 14:50:57)   --> TIME: 2025-05-08 14:51:31 -- STEP: 37/725 -- GLOBAL_STEP: 51700 | > loss_disc: 2.331472158432007 (2.27190147863852) | > loss_disc_real_0: 0.1304834932088852 (0.14185941964387894) | > loss_disc_real_1: 0.20317304134368896 (0.2023568821919931) | > loss_disc_real_2: 0.18080712854862213 (0.2009485778776375) | > loss_disc_real_3: 0.2203206568956375 (0.20650328574953852) | > loss_disc_real_4: 0.18999594449996948 (0.2022554721381213) | > loss_disc_real_5: 0.23475563526153564 (0.20489641339392275) | > loss_0: 2.331472158432007 (2.27190147863852) | > grad_norm_0: tensor(64.2436, device='cuda:0') (tensor(48.1432, device='cuda:0')) | > loss_gen: 2.730181932449341 (2.7311673293242578) | > loss_kl: 1.7644145488739014 (1.8995339741577972) | > loss_feat: 7.967225551605225 (8.172957033724398) | > loss_mel: 13.355866432189941 (14.373261065096468) | > loss_duration: 1.7979001998901367 (1.7951126453038808) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.615589141845703 (28.972031928397513) | > grad_norm_1: tensor(1259.4167, device='cuda:0') (tensor(1237.0643, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8509 (0.8628524380761224) | > loader_time: 0.0106 (0.010832657685150971)  --> TIME: 2025-05-08 14:52:14 -- STEP: 87/725 -- GLOBAL_STEP: 51750 | > loss_disc: 2.301588773727417 (2.2413895897481635) | > loss_disc_real_0: 0.130954772233963 (0.139660869093462) | > loss_disc_real_1: 0.1851026564836502 (0.19825851334922615) | > loss_disc_real_2: 0.17053334414958954 (0.19644598371681127) | > loss_disc_real_3: 0.17148840427398682 (0.20379258435347988) | > loss_disc_real_4: 0.19004613161087036 (0.2018802827117087) | > loss_disc_real_5: 0.2041151523590088 (0.20447672560982322) | > loss_0: 2.301588773727417 (2.2413895897481635) | > grad_norm_0: tensor(66.8044, device='cuda:0') (tensor(45.9659, device='cuda:0')) | > loss_gen: 2.5038907527923584 (2.7368090207549334) | > loss_kl: 1.9689058065414429 (1.8721574106435666) | > loss_feat: 8.33519172668457 (8.322645719023956) | > loss_mel: 14.45346450805664 (14.351567838383817) | > loss_duration: 1.7729756832122803 (1.7991309015230201) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.034427642822266 (29.08231077523067) | > grad_norm_1: tensor(1145.2885, device='cuda:0') (tensor(1302.8433, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8213 (0.8505794727939299) | > loader_time: 0.0099 (0.010656493833695336)  --> TIME: 2025-05-08 14:52:57 -- STEP: 137/725 -- GLOBAL_STEP: 51800 | > loss_disc: 2.203338384628296 (2.239611994611085) | > loss_disc_real_0: 0.0913759171962738 (0.1393932604441678) | > loss_disc_real_1: 0.2101900726556778 (0.19797959825853362) | > loss_disc_real_2: 0.16905997693538666 (0.19624697422459178) | > loss_disc_real_3: 0.21109864115715027 (0.2031912191288315) | > loss_disc_real_4: 0.20623929798603058 (0.20247536342944542) | > loss_disc_real_5: 0.2131488025188446 (0.20468373313872484) | > loss_0: 2.203338384628296 (2.239611994611085) | > grad_norm_0: tensor(44.6326, device='cuda:0') (tensor(46.9262, device='cuda:0')) | > loss_gen: 2.839923620223999 (2.747765170396679) | > loss_kl: 1.9302188158035278 (1.880087146793839) | > loss_feat: 9.738826751708984 (8.39535931079057) | > loss_mel: 15.676461219787598 (14.509027028605885) | > loss_duration: 1.8016301393508911 (1.8018614045024788) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.987060546875 (29.33410005499847) | > grad_norm_1: tensor(1557.4789, device='cuda:0') (tensor(1331.9388, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8084 (0.8489712589848648) | > loader_time: 0.0092 (0.010729147569976585)  --> TIME: 2025-05-08 14:53:40 -- STEP: 187/725 -- GLOBAL_STEP: 51850 | > loss_disc: 2.374187469482422 (2.2444567501863686) | > loss_disc_real_0: 0.10926655679941177 (0.13978259098083567) | > loss_disc_real_1: 0.18657754361629486 (0.19904617797882163) | > loss_disc_real_2: 0.2249431163072586 (0.19737958629182314) | > loss_disc_real_3: 0.22819530963897705 (0.2023254092683129) | > loss_disc_real_4: 0.2275208830833435 (0.20287329580057115) | > loss_disc_real_5: 0.18515364825725555 (0.20484894219248048) | > loss_0: 2.374187469482422 (2.2444567501863686) | > grad_norm_0: tensor(19.1567, device='cuda:0') (tensor(47.0080, device='cuda:0')) | > loss_gen: 2.6149230003356934 (2.7407266188432837) | > loss_kl: 1.8881216049194336 (1.8780364161506693) | > loss_feat: 8.217050552368164 (8.358000296322421) | > loss_mel: 15.535452842712402 (14.474458383366386) | > loss_duration: 1.808044195175171 (1.8026911090402042) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.0635929107666 (29.25391283902255) | > grad_norm_1: tensor(1205.0668, device='cuda:0') (tensor(1307.9486, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8376 (0.8467148956768016) | > loader_time: 0.0117 (0.01065987954165209)  --> TIME: 2025-05-08 14:54:23 -- STEP: 237/725 -- GLOBAL_STEP: 51900 | > loss_disc: 2.1350951194763184 (2.243686568384935) | > loss_disc_real_0: 0.12298798561096191 (0.13981069347777939) | > loss_disc_real_1: 0.1757531613111496 (0.19902370197360525) | > loss_disc_real_2: 0.2105572670698166 (0.1971224164786721) | > loss_disc_real_3: 0.184353306889534 (0.20208005267608015) | > loss_disc_real_4: 0.1978088915348053 (0.20297808718832233) | > loss_disc_real_5: 0.18520857393741608 (0.20509176333493823) | > loss_0: 2.1350951194763184 (2.243686568384935) | > grad_norm_0: tensor(25.0934, device='cuda:0') (tensor(44.6864, device='cuda:0')) | > loss_gen: 2.675398826599121 (2.740264692386998) | > loss_kl: 2.046663284301758 (1.8748687571111107) | > loss_feat: 8.890480041503906 (8.363843332363086) | > loss_mel: 15.503442764282227 (14.450027642873772) | > loss_duration: 1.769660234451294 (1.8001444455440538) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.88564682006836 (29.229148848650325) | > grad_norm_1: tensor(1516.4143, device='cuda:0') (tensor(1217.4054, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8156 (0.846310144738306) | > loader_time: 0.0094 (0.010687203346928466)  --> TIME: 2025-05-08 14:55:06 -- STEP: 287/725 -- GLOBAL_STEP: 51950 | > loss_disc: 2.2772886753082275 (2.243914060060986) | > loss_disc_real_0: 0.1527584046125412 (0.1411545864121423) | > loss_disc_real_1: 0.2575613260269165 (0.19865507884308017) | > loss_disc_real_2: 0.20108968019485474 (0.19685515756183392) | > loss_disc_real_3: 0.21219079196453094 (0.20165262379089716) | > loss_disc_real_4: 0.1999455988407135 (0.20270699812975496) | > loss_disc_real_5: 0.20515456795692444 (0.2054873176879584) | > loss_0: 2.2772886753082275 (2.243914060060986) | > grad_norm_0: tensor(47.1709, device='cuda:0') (tensor(44.2246, device='cuda:0')) | > loss_gen: 2.615945339202881 (2.7351154093127645) | > loss_kl: 1.9010577201843262 (1.8765455218557696) | > loss_feat: 7.618910312652588 (8.345988959800906) | > loss_mel: 13.080583572387695 (14.435860391277885) | > loss_duration: 1.8315058946609497 (1.8004559710466073) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.048004150390625 (29.193966264093387) | > grad_norm_1: tensor(1194.4908, device='cuda:0') (tensor(1237.2312, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8127 (0.8447736123713051) | > loader_time: 0.012 (0.010664616727662836)  --> TIME: 2025-05-08 14:55:49 -- STEP: 337/725 -- GLOBAL_STEP: 52000 | > loss_disc: 2.2190802097320557 (2.2413277643724427) | > loss_disc_real_0: 0.12226457893848419 (0.13930149112195214) | > loss_disc_real_1: 0.21905207633972168 (0.19873279173933076) | > loss_disc_real_2: 0.1871570199728012 (0.197093733163545) | > loss_disc_real_3: 0.1797543317079544 (0.20134594983446139) | > loss_disc_real_4: 0.18322335183620453 (0.20244196817853688) | > loss_disc_real_5: 0.24197295308113098 (0.20562018807811624) | > loss_0: 2.2190802097320557 (2.2413277643724427) | > grad_norm_0: tensor(21.5519, device='cuda:0') (tensor(42.5447, device='cuda:0')) | > loss_gen: 2.9044837951660156 (2.742452338470551) | > loss_kl: 1.7577394247055054 (1.8765270543735175) | > loss_feat: 8.471113204956055 (8.362616418730969) | > loss_mel: 14.61311149597168 (14.424742995808316) | > loss_duration: 1.7719535827636719 (1.799405855311838) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.518402099609375 (29.205744695238973) | > grad_norm_1: tensor(1319.2103, device='cuda:0') (tensor(1167.1090, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8646 (0.8442890198365164) | > loader_time: 0.0105 (0.010645944923604635) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_52000.pth  --> TIME: 2025-05-08 14:56:34 -- STEP: 387/725 -- GLOBAL_STEP: 52050 | > loss_disc: 2.278623580932617 (2.2415977876623763) | > loss_disc_real_0: 0.13606107234954834 (0.1395816132715043) | > loss_disc_real_1: 0.21123836934566498 (0.19891645580299136) | > loss_disc_real_2: 0.21645000576972961 (0.1965892479324218) | > loss_disc_real_3: 0.1702566295862198 (0.20150569439396376) | > loss_disc_real_4: 0.20107226073741913 (0.20307112891390655) | > loss_disc_real_5: 0.21580728888511658 (0.20552024418531462) | > loss_0: 2.278623580932617 (2.2415977876623763) | > grad_norm_0: tensor(34.6862, device='cuda:0') (tensor(41.9057, device='cuda:0')) | > loss_gen: 2.7215285301208496 (2.74458441561815) | > loss_kl: 1.7381404638290405 (1.8786734471949496) | > loss_feat: 7.904481410980225 (8.361095782090219) | > loss_mel: 14.66987419128418 (14.433425469607961) | > loss_duration: 1.87469482421875 (1.800077627487577) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.908720016479492 (29.217856764485365) | > grad_norm_1: tensor(708.5771, device='cuda:0') (tensor(1138.1860, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8521 (0.8443789248010601) | > loader_time: 0.0103 (0.010627282066246644)  --> TIME: 2025-05-08 14:57:17 -- STEP: 437/725 -- GLOBAL_STEP: 52100 | > loss_disc: 2.131276845932007 (2.2438241461594526) | > loss_disc_real_0: 0.1185702234506607 (0.14023983213428223) | > loss_disc_real_1: 0.19519099593162537 (0.19910010705687084) | > loss_disc_real_2: 0.18681274354457855 (0.1965236608578357) | > loss_disc_real_3: 0.1863573044538498 (0.20169118080859327) | > loss_disc_real_4: 0.1920851618051529 (0.2028575840340054) | > loss_disc_real_5: 0.21480219066143036 (0.20586531870152366) | > loss_0: 2.131276845932007 (2.2438241461594526) | > grad_norm_0: tensor(45.7200, device='cuda:0') (tensor(41.2184, device='cuda:0')) | > loss_gen: 2.9292876720428467 (2.740614713193079) | > loss_kl: 1.9213964939117432 (1.8791494369506836) | > loss_feat: 9.764480590820312 (8.353109456854504) | > loss_mel: 15.995615005493164 (14.455343589084372) | > loss_duration: 1.745793104171753 (1.7997623845696176) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.356571197509766 (29.227979603293836) | > grad_norm_1: tensor(1471.1666, device='cuda:0') (tensor(1111.9971, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8701 (0.8443272643012913) | > loader_time: 0.0098 (0.010651062500558674)  --> TIME: 2025-05-08 14:58:01 -- STEP: 487/725 -- GLOBAL_STEP: 52150 | > loss_disc: 2.348098039627075 (2.2455684377427443) | > loss_disc_real_0: 0.1595190465450287 (0.14057102697677676) | > loss_disc_real_1: 0.19299593567848206 (0.19910093129170744) | > loss_disc_real_2: 0.24872039258480072 (0.19659178974814487) | > loss_disc_real_3: 0.18170127272605896 (0.2017007479616259) | > loss_disc_real_4: 0.18687482178211212 (0.2029242693337572) | > loss_disc_real_5: 0.2164974957704544 (0.2059314281237933) | > loss_0: 2.348098039627075 (2.2455684377427443) | > grad_norm_0: tensor(60.8982, device='cuda:0') (tensor(40.7161, device='cuda:0')) | > loss_gen: 2.595778465270996 (2.7363700842220946) | > loss_kl: 1.9891576766967773 (1.8785381721030516) | > loss_feat: 7.287968635559082 (8.336612837515334) | > loss_mel: 13.825151443481445 (14.451230611154921) | > loss_duration: 1.7934370040893555 (1.7994564732486953) | > amp_scaler: 128.0 (128.788501026694) | > loss_1: 27.491493225097656 (29.20220819586846) | > grad_norm_1: tensor(881.9009, device='cuda:0') (tensor(1104.3424, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8041 (0.8459633013550996) | > loader_time: 0.0117 (0.010646841119691821)  --> TIME: 2025-05-08 14:58:44 -- STEP: 537/725 -- GLOBAL_STEP: 52200 | > loss_disc: 2.1427536010742188 (2.244705284773969) | > loss_disc_real_0: 0.1676226705312729 (0.14027689933582607) | > loss_disc_real_1: 0.2150648981332779 (0.1990196409616168) | > loss_disc_real_2: 0.20087112486362457 (0.19674929718398518) | > loss_disc_real_3: 0.20078830420970917 (0.20171167897112544) | > loss_disc_real_4: 0.21033604443073273 (0.2030909416062872) | > loss_disc_real_5: 0.2211918830871582 (0.20585652894480935) | > loss_0: 2.1427536010742188 (2.244705284773969) | > grad_norm_0: tensor(56.1288, device='cuda:0') (tensor(40.0032, device='cuda:0')) | > loss_gen: 3.033151388168335 (2.736264770923382) | > loss_kl: 1.800432562828064 (1.881591703416693) | > loss_feat: 9.793180465698242 (8.338476547759793) | > loss_mel: 15.73695182800293 (14.443461906532557) | > loss_duration: 1.8044483661651611 (1.7986308644825741) | > amp_scaler: 128.0 (128.71508379888263) | > loss_1: 32.16816329956055 (29.19842583285142) | > grad_norm_1: tensor(1145.8993, device='cuda:0') (tensor(1085.2847, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8502 (0.8459440449762611) | > loader_time: 0.0104 (0.010662216491983368)  --> TIME: 2025-05-08 14:59:27 -- STEP: 587/725 -- GLOBAL_STEP: 52250 | > loss_disc: 2.155686855316162 (2.24335462778959) | > loss_disc_real_0: 0.12870843708515167 (0.1397801901973797) | > loss_disc_real_1: 0.18330468237400055 (0.1990026977846122) | > loss_disc_real_2: 0.18808026611804962 (0.19662892592521908) | > loss_disc_real_3: 0.16000305116176605 (0.20160016046878218) | > loss_disc_real_4: 0.2045542299747467 (0.20284407477971847) | > loss_disc_real_5: 0.18592970073223114 (0.20574917820690028) | > loss_0: 2.155686855316162 (2.24335462778959) | > grad_norm_0: tensor(17.7071, device='cuda:0') (tensor(39.8208, device='cuda:0')) | > loss_gen: 2.7742321491241455 (2.7381113477216266) | > loss_kl: 1.8853850364685059 (1.8818107067624796) | > loss_feat: 8.54140567779541 (8.346347298695248) | > loss_mel: 13.292381286621094 (14.444910683055143) | > loss_duration: 1.7743394374847412 (1.7974766182127762) | > amp_scaler: 128.0 (128.6541737649062) | > loss_1: 28.267744064331055 (29.208656694454472) | > grad_norm_1: tensor(1061.9319, device='cuda:0') (tensor(1072.0808, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8625 (0.8458563729079863) | > loader_time: 0.0098 (0.010623415649648015)  --> TIME: 2025-05-08 15:00:10 -- STEP: 637/725 -- GLOBAL_STEP: 52300 | > loss_disc: 2.01139235496521 (2.2389594365139405) | > loss_disc_real_0: 0.11179646849632263 (0.13861246696516902) | > loss_disc_real_1: 0.1861794888973236 (0.19875243582194038) | > loss_disc_real_2: 0.1928762048482895 (0.1965839274730562) | > loss_disc_real_3: 0.19255965948104858 (0.20131514098618047) | > loss_disc_real_4: 0.2194911688566208 (0.20262011684465628) | > loss_disc_real_5: 0.22624237835407257 (0.20520244215964514) | > loss_0: 2.01139235496521 (2.2389594365139405) | > grad_norm_0: tensor(41.9906, device='cuda:0') (tensor(39.4080, device='cuda:0')) | > loss_gen: 3.0792932510375977 (2.7445761199274474) | > loss_kl: 1.8012080192565918 (1.880392229538323) | > loss_feat: 9.164230346679688 (8.375704525778394) | > loss_mel: 15.0683012008667 (14.465334250002492) | > loss_duration: 1.7500650882720947 (1.7971449222070643) | > amp_scaler: 128.0 (128.60282574568282) | > loss_1: 30.86309814453125 (29.263152088063478) | > grad_norm_1: tensor(1542.4338, device='cuda:0') (tensor(1057.9147, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8283 (0.8458162551772089) | > loader_time: 0.0115 (0.010632227503897813)  --> TIME: 2025-05-08 15:00:52 -- STEP: 687/725 -- GLOBAL_STEP: 52350 | > loss_disc: 2.2596025466918945 (2.2381841454443467) | > loss_disc_real_0: 0.1173037514090538 (0.1382138582740895) | > loss_disc_real_1: 0.18557427823543549 (0.19867389118827578) | > loss_disc_real_2: 0.1866442859172821 (0.19645342566994775) | > loss_disc_real_3: 0.1822483390569687 (0.2012828712987413) | > loss_disc_real_4: 0.16936087608337402 (0.20257930754747622) | > loss_disc_real_5: 0.2190672904253006 (0.20508324850507864) | > loss_0: 2.2596025466918945 (2.2381841454443467) | > grad_norm_0: tensor(32.7252, device='cuda:0') (tensor(39.1282, device='cuda:0')) | > loss_gen: 2.680248260498047 (2.7473702555660595) | > loss_kl: 1.9118013381958008 (1.8765194851585176) | > loss_feat: 8.36040210723877 (8.379318125556827) | > loss_mel: 15.706353187561035 (14.46733801923638) | > loss_duration: 1.7926501035690308 (1.7961817919080088) | > amp_scaler: 128.0 (128.55895196506543) | > loss_1: 30.45145606994629 (29.266727719591522) | > grad_norm_1: tensor(498.7560, device='cuda:0') (tensor(1048.2124, device='cuda:0')) | > current_lr_0: 0.00019980008747812837 | > current_lr_1: 0.00019980008747812837 | > step_time: 0.8485 (0.8452521952999731) | > loader_time: 0.0115 (0.010635233341866697)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.203826665878296 (2.203826665878296) | > loss_disc_real_0: 0.10450109094381332 (0.10450109094381332) | > loss_disc_real_1: 0.16882401704788208 (0.16882401704788208) | > loss_disc_real_2: 0.18926377594470978 (0.18926377594470978) | > loss_disc_real_3: 0.20396719872951508 (0.20396719872951508) | > loss_disc_real_4: 0.2586086690425873 (0.2586086690425873) | > loss_disc_real_5: 0.23275429010391235 (0.23275429010391235) | > loss_0: 2.203826665878296 (2.203826665878296) | > loss_gen: 2.668358564376831 (2.668358564376831) | > loss_kl: 1.9143112897872925 (1.9143112897872925) | > loss_feat: 8.023447036743164 (8.023447036743164) | > loss_mel: 14.602157592773438 (14.602157592773438) | > loss_duration: 1.7208391427993774 (1.7208391427993774) | > loss_1: 28.929113388061523 (28.929113388061523)  --> STEP: 1 | > loss_disc: 2.243210792541504 (2.243210792541504) | > loss_disc_real_0: 0.1094948798418045 (0.1094948798418045) | > loss_disc_real_1: 0.1811997890472412 (0.1811997890472412) | > loss_disc_real_2: 0.20548386871814728 (0.20548386871814728) | > loss_disc_real_3: 0.19748806953430176 (0.19748806953430176) | > loss_disc_real_4: 0.25022873282432556 (0.25022873282432556) | > loss_disc_real_5: 0.21877479553222656 (0.21877479553222656) | > loss_0: 2.243210792541504 (2.243210792541504) | > loss_gen: 2.6561622619628906 (2.6561622619628906) | > loss_kl: 2.3025200366973877 (2.3025200366973877) | > loss_feat: 7.425122261047363 (7.425122261047363) | > loss_mel: 13.625718116760254 (13.625718116760254) | > loss_duration: 1.7980129718780518 (1.7980129718780518) | > loss_1: 27.80753517150879 (27.80753517150879)  --> STEP: 2 | > loss_disc: 2.162810802459717 (2.2030107975006104) | > loss_disc_real_0: 0.10839531570672989 (0.1089450977742672) | > loss_disc_real_1: 0.1737588495016098 (0.1774793192744255) | > loss_disc_real_2: 0.20492710173130035 (0.20520548522472382) | > loss_disc_real_3: 0.2097659856081009 (0.20362702757120132) | > loss_disc_real_4: 0.25203409790992737 (0.25113141536712646) | > loss_disc_real_5: 0.22041207551956177 (0.21959343552589417) | > loss_0: 2.162810802459717 (2.2030107975006104) | > loss_gen: 2.769693374633789 (2.71292781829834) | > loss_kl: 1.845865249633789 (2.0741926431655884) | > loss_feat: 7.876744747161865 (7.650933504104614) | > loss_mel: 15.097387313842773 (14.361552715301514) | > loss_duration: 1.8478065729141235 (1.8229097723960876) | > loss_1: 29.437498092651367 (28.622516632080078)  --> STEP: 3 | > loss_disc: 2.2576003074645996 (2.22120730082194) | > loss_disc_real_0: 0.09330268204212189 (0.10373095919688542) | > loss_disc_real_1: 0.19041024148464203 (0.18178962667783102) | > loss_disc_real_2: 0.20439563691616058 (0.20493553578853607) | > loss_disc_real_3: 0.19376380741596222 (0.20033928751945496) | > loss_disc_real_4: 0.2461295872926712 (0.24946413934230804) | > loss_disc_real_5: 0.2430325746536255 (0.2274064819018046) | > loss_0: 2.2576003074645996 (2.22120730082194) | > loss_gen: 2.6508703231811523 (2.692241986592611) | > loss_kl: 2.044646978378296 (2.0643440882364907) | > loss_feat: 8.165740966796875 (7.822535991668701) | > loss_mel: 14.56434440612793 (14.429149945576986) | > loss_duration: 1.8291840553283691 (1.8250012000401814) | > loss_1: 29.254785537719727 (28.83327293395996)  --> STEP: 4 | > loss_disc: 2.049457550048828 (2.178269863128662) | > loss_disc_real_0: 0.07395336031913757 (0.09628655947744846) | > loss_disc_real_1: 0.1407131850719452 (0.17152051627635956) | > loss_disc_real_2: 0.14612926542758942 (0.1902339681982994) | > loss_disc_real_3: 0.17247392237186432 (0.1933729462325573) | > loss_disc_real_4: 0.23932160437107086 (0.24692850559949875) | > loss_disc_real_5: 0.20822402834892273 (0.22261086851358414) | > loss_0: 2.049457550048828 (2.178269863128662) | > loss_gen: 2.82014799118042 (2.724218487739563) | > loss_kl: 2.150418281555176 (2.085862636566162) | > loss_feat: 10.873846054077148 (8.585363507270813) | > loss_mel: 17.41506004333496 (15.17562747001648) | > loss_duration: 1.7560105323791504 (1.8077535331249237) | > loss_1: 35.01548385620117 (30.378825664520264) --> EVAL PERFORMANCE | > avg_loader_time: 0.29447054862976074 (-0.012216627597808838) | > avg_loss_disc: 2.178269863128662 (-0.23580467700958252) | > avg_loss_disc_real_0: 0.09628655947744846 (-0.014243889600038528) | > avg_loss_disc_real_1: 0.17152051627635956 (-0.04261229932308197) | > avg_loss_disc_real_2: 0.1902339681982994 (+0.004973594099283218) | > avg_loss_disc_real_3: 0.1933729462325573 (-0.07314587011933327) | > avg_loss_disc_real_4: 0.24692850559949875 (+0.020642291754484177) | > avg_loss_disc_real_5: 0.22261086851358414 (-0.0412367507815361) | > avg_loss_0: 2.178269863128662 (-0.23580467700958252) | > avg_loss_gen: 2.724218487739563 (+0.2999786138534546) | > avg_loss_kl: 2.085862636566162 (+0.17589858174324036) | > avg_loss_feat: 8.585363507270813 (+1.449031114578247) | > avg_loss_mel: 15.17562747001648 (+1.2801716327667236) | > avg_loss_duration: 1.8077535331249237 (-0.02559661865234375) | > avg_loss_1: 30.378825664520264 (+3.1794824600219727)  > EPOCH: 9/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 15:01:37)   --> TIME: 2025-05-08 15:01:49 -- STEP: 12/725 -- GLOBAL_STEP: 52400 | > loss_disc: 2.2690534591674805 (2.243703226248423) | > loss_disc_real_0: 0.1496760994195938 (0.14415762821833292) | > loss_disc_real_1: 0.19112852215766907 (0.19540197402238846) | > loss_disc_real_2: 0.20972977578639984 (0.1963044044872125) | > loss_disc_real_3: 0.20511943101882935 (0.2030645857254664) | > loss_disc_real_4: 0.19678832590579987 (0.19922195499142012) | > loss_disc_real_5: 0.20071586966514587 (0.19840213532249132) | > loss_0: 2.2690534591674805 (2.243703226248423) | > grad_norm_0: tensor(22.9704, device='cuda:0') (tensor(47.8188, device='cuda:0')) | > loss_gen: 2.5579094886779785 (2.7251726190249124) | > loss_kl: 1.9154897928237915 (1.89555827776591) | > loss_feat: 7.518798828125 (8.370677590370178) | > loss_mel: 13.056032180786133 (14.502564112345377) | > loss_duration: 1.8249435424804688 (1.77662189801534) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.8731746673584 (29.270594120025635) | > grad_norm_1: tensor(565.3846, device='cuda:0') (tensor(1041.5060, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8265 (0.8258730371793112) | > loader_time: 0.0094 (0.009905080000559488)  --> TIME: 2025-05-08 15:02:33 -- STEP: 62/725 -- GLOBAL_STEP: 52450 | > loss_disc: 2.4491543769836426 (2.2392489102578925) | > loss_disc_real_0: 0.21403910219669342 (0.13663990218793198) | > loss_disc_real_1: 0.20557880401611328 (0.1978059004872076) | > loss_disc_real_2: 0.22002941370010376 (0.19650723689025448) | > loss_disc_real_3: 0.21494096517562866 (0.20096223561033125) | > loss_disc_real_4: 0.2106441855430603 (0.20574508246875578) | > loss_disc_real_5: 0.20651081204414368 (0.20243878205937724) | > loss_0: 2.4491543769836426 (2.2392489102578925) | > grad_norm_0: tensor(83.5470, device='cuda:0') (tensor(38.5537, device='cuda:0')) | > loss_gen: 2.458573818206787 (2.746142633499638) | > loss_kl: 1.6797717809677124 (1.8995103547649999) | > loss_feat: 6.8126983642578125 (8.366483788336478) | > loss_mel: 13.159733772277832 (14.420275734316919) | > loss_duration: 1.8447855710983276 (1.7697847543224212) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.955562591552734 (29.202197320999637) | > grad_norm_1: tensor(1141.0455, device='cuda:0') (tensor(931.6308, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.845 (0.8472701657202936) | > loader_time: 0.0103 (0.01057242578075778)  --> TIME: 2025-05-08 15:03:16 -- STEP: 112/725 -- GLOBAL_STEP: 52500 | > loss_disc: 2.3822994232177734 (2.241237687213081) | > loss_disc_real_0: 0.19579778611660004 (0.1380238485788661) | > loss_disc_real_1: 0.20414380729198456 (0.19890033879450383) | > loss_disc_real_2: 0.20772062242031097 (0.19684593020273108) | > loss_disc_real_3: 0.20924007892608643 (0.20242938825062345) | > loss_disc_real_4: 0.22290366888046265 (0.2034532781690359) | > loss_disc_real_5: 0.2122429758310318 (0.20307411466326034) | > loss_0: 2.3822994232177734 (2.241237687213081) | > grad_norm_0: tensor(44.5366, device='cuda:0') (tensor(40.0630, device='cuda:0')) | > loss_gen: 2.5075719356536865 (2.7495338640042712) | > loss_kl: 1.70770263671875 (1.8780075960925646) | > loss_feat: 6.640768051147461 (8.3429251057761) | > loss_mel: 11.948129653930664 (14.387053200176783) | > loss_duration: 1.8013983964920044 (1.779272707445281) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.605571746826172 (29.13679255758013) | > grad_norm_1: tensor(1158.2288, device='cuda:0') (tensor(1043.8506, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.825 (0.8480503644262042) | > loader_time: 0.0103 (0.010523076568331033)  --> TIME: 2025-05-08 15:03:59 -- STEP: 162/725 -- GLOBAL_STEP: 52550 | > loss_disc: 2.117335796356201 (2.2469111048145067) | > loss_disc_real_0: 0.14400272071361542 (0.1388961461223203) | > loss_disc_real_1: 0.1873839646577835 (0.19924245471203764) | > loss_disc_real_2: 0.17632904648780823 (0.19692085710940532) | > loss_disc_real_3: 0.20015299320220947 (0.2025824412703514) | > loss_disc_real_4: 0.215440571308136 (0.20353749044883399) | > loss_disc_real_5: 0.21522991359233856 (0.20509256661674133) | > loss_0: 2.117335796356201 (2.2469111048145067) | > grad_norm_0: tensor(56.6361, device='cuda:0') (tensor(39.7963, device='cuda:0')) | > loss_gen: 2.937286615371704 (2.7379170229405534) | > loss_kl: 1.822227954864502 (1.8636961851590945) | > loss_feat: 8.996930122375488 (8.32875494309413) | > loss_mel: 15.504989624023438 (14.391173715944644) | > loss_duration: 1.7242459058761597 (1.7777862055802052) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.985679626464844 (29.099328147040467) | > grad_norm_1: tensor(1020.1928, device='cuda:0') (tensor(1093.9137, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8275 (0.8474699273521518) | > loader_time: 0.0099 (0.010560212311921295)  --> TIME: 2025-05-08 15:04:43 -- STEP: 212/725 -- GLOBAL_STEP: 52600 | > loss_disc: 2.2780652046203613 (2.2441144422540145) | > loss_disc_real_0: 0.10403265804052353 (0.13844668070943864) | > loss_disc_real_1: 0.18112671375274658 (0.1991818715238346) | > loss_disc_real_2: 0.21447588503360748 (0.19755369010117815) | > loss_disc_real_3: 0.19917342066764832 (0.2017519729176782) | > loss_disc_real_4: 0.19904278218746185 (0.20328821340259515) | > loss_disc_real_5: 0.18686361610889435 (0.20445779415796395) | > loss_0: 2.2780652046203613 (2.2441144422540145) | > grad_norm_0: tensor(43.7964, device='cuda:0') (tensor(40.0190, device='cuda:0')) | > loss_gen: 2.5959813594818115 (2.7378176282036986) | > loss_kl: 1.5916634798049927 (1.8682306892466995) | > loss_feat: 8.444024085998535 (8.317338401416556) | > loss_mel: 13.300101280212402 (14.332263946533203) | > loss_duration: 1.7666878700256348 (1.775759978676742) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.698457717895508 (29.031410748103877) | > grad_norm_1: tensor(1415.7959, device='cuda:0') (tensor(1061.7780, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8579 (0.8492165871386258) | > loader_time: 0.0118 (0.010474724589653739)  --> TIME: 2025-05-08 15:05:25 -- STEP: 262/725 -- GLOBAL_STEP: 52650 | > loss_disc: 2.321474552154541 (2.2418119384132287) | > loss_disc_real_0: 0.1582876592874527 (0.13944352759432263) | > loss_disc_real_1: 0.21706244349479675 (0.1985934433022528) | > loss_disc_real_2: 0.18272753059864044 (0.1971078316560228) | > loss_disc_real_3: 0.20677506923675537 (0.20132543078360668) | > loss_disc_real_4: 0.2163020521402359 (0.20314323168447) | > loss_disc_real_5: 0.24684785306453705 (0.2044304462562081) | > loss_0: 2.321474552154541 (2.2418119384132287) | > grad_norm_0: tensor(32.8464, device='cuda:0') (tensor(39.2669, device='cuda:0')) | > loss_gen: 2.6952950954437256 (2.7392106183612626) | > loss_kl: 1.8903136253356934 (1.8698994894974104) | > loss_feat: 7.406198501586914 (8.341036691010444) | > loss_mel: 12.449728012084961 (14.38530277659875) | > loss_duration: 1.751877784729004 (1.7754083398644251) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.19341278076172 (29.110857963562008) | > grad_norm_1: tensor(328.5271, device='cuda:0') (tensor(1052.3951, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8735 (0.8482276810944536) | > loader_time: 0.0099 (0.010384212013419351)  --> TIME: 2025-05-08 15:06:08 -- STEP: 312/725 -- GLOBAL_STEP: 52700 | > loss_disc: 2.3510851860046387 (2.2437703208281468) | > loss_disc_real_0: 0.1369667649269104 (0.13802385795861494) | > loss_disc_real_1: 0.183242067694664 (0.19874186756519172) | > loss_disc_real_2: 0.2073219120502472 (0.1973454404908878) | > loss_disc_real_3: 0.20466896891593933 (0.2015886102826933) | > loss_disc_real_4: 0.19997365772724152 (0.2031277615385942) | > loss_disc_real_5: 0.17890062928199768 (0.20576150247301817) | > loss_0: 2.3510851860046387 (2.2437703208281468) | > grad_norm_0: tensor(32.6447, device='cuda:0') (tensor(37.9128, device='cuda:0')) | > loss_gen: 2.4073574542999268 (2.736288770651207) | > loss_kl: 1.6472063064575195 (1.8618848327642832) | > loss_feat: 7.683046817779541 (8.315484239504881) | > loss_mel: 13.900886535644531 (14.348707480308336) | > loss_duration: 1.7899118661880493 (1.7752599062827916) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.428409576416016 (29.037625251672207) | > grad_norm_1: tensor(1011.1340, device='cuda:0') (tensor(1026.6038, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.823 (0.847381591796875) | > loader_time: 0.0106 (0.010389009347328778)  --> TIME: 2025-05-08 15:06:51 -- STEP: 362/725 -- GLOBAL_STEP: 52750 | > loss_disc: 2.28145432472229 (2.2491943773643777) | > loss_disc_real_0: 0.13604550063610077 (0.14041262299069387) | > loss_disc_real_1: 0.23769691586494446 (0.198913734756122) | > loss_disc_real_2: 0.21068817377090454 (0.19794626295237255) | > loss_disc_real_3: 0.21209250390529633 (0.20121249239583058) | > loss_disc_real_4: 0.21006089448928833 (0.20337353111630646) | > loss_disc_real_5: 0.1780809611082077 (0.20572756498393438) | > loss_0: 2.28145432472229 (2.2491943773643777) | > grad_norm_0: tensor(24.7830, device='cuda:0') (tensor(39.1801, device='cuda:0')) | > loss_gen: 2.7934348583221436 (2.7390363203227857) | > loss_kl: 1.8401368856430054 (1.861706004616964) | > loss_feat: 8.050740242004395 (8.333040540389591) | > loss_mel: 14.557395935058594 (14.363246111580022) | > loss_duration: 1.7217153310775757 (1.7750375870183028) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.963422775268555 (29.07206660212733) | > grad_norm_1: tensor(1023.4652, device='cuda:0') (tensor(1006.6574, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.826 (0.8473648840551218) | > loader_time: 0.0094 (0.010422603201470981)  --> TIME: 2025-05-08 15:07:35 -- STEP: 412/725 -- GLOBAL_STEP: 52800 | > loss_disc: 2.2644407749176025 (2.24787402008344) | > loss_disc_real_0: 0.13145282864570618 (0.13989786192485432) | > loss_disc_real_1: 0.22484131157398224 (0.19930731508772354) | > loss_disc_real_2: 0.22447757422924042 (0.19760702532327296) | > loss_disc_real_3: 0.18359236419200897 (0.20124712083669555) | > loss_disc_real_4: 0.2090589553117752 (0.20299211267418074) | > loss_disc_real_5: 0.2032906413078308 (0.20588756041619388) | > loss_0: 2.2644407749176025 (2.24787402008344) | > grad_norm_0: tensor(48.9364, device='cuda:0') (tensor(38.6168, device='cuda:0')) | > loss_gen: 2.691779136657715 (2.7371142738073786) | > loss_kl: 1.7386538982391357 (1.8629687243294948) | > loss_feat: 8.212539672851562 (8.320941916947229) | > loss_mel: 13.734038352966309 (14.350569840773796) | > loss_duration: 1.791329026222229 (1.7765744493424314) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.168338775634766 (29.04816924715505) | > grad_norm_1: tensor(1294.9999, device='cuda:0') (tensor(1024.7261, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8506 (0.8472477087696779) | > loader_time: 0.01 (0.010476833408318672)  --> TIME: 2025-05-08 15:08:18 -- STEP: 462/725 -- GLOBAL_STEP: 52850 | > loss_disc: 2.245189666748047 (2.2462327366783557) | > loss_disc_real_0: 0.17632807791233063 (0.1393774722045634) | > loss_disc_real_1: 0.21856877207756042 (0.19907519250334085) | > loss_disc_real_2: 0.2328128069639206 (0.19754099910393424) | > loss_disc_real_3: 0.21048851311206818 (0.2011338198533307) | > loss_disc_real_4: 0.18330316245555878 (0.20282338120978632) | > loss_disc_real_5: 0.27198314666748047 (0.20601237075024356) | > loss_0: 2.245189666748047 (2.2462327366783557) | > grad_norm_0: tensor(55.8275, device='cuda:0') (tensor(39.3691, device='cuda:0')) | > loss_gen: 2.8700950145721436 (2.7385678987998476) | > loss_kl: 1.8658885955810547 (1.8612154319688872) | > loss_feat: 8.624964714050293 (8.323735167969874) | > loss_mel: 14.820992469787598 (14.363411492599553) | > loss_duration: 1.8267130851745605 (1.7785276471278368) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.00865364074707 (29.065457670203536) | > grad_norm_1: tensor(1029.4325, device='cuda:0') (tensor(1023.6234, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.7985 (0.8471989440711546) | > loader_time: 0.0113 (0.010522257714044476)  --> TIME: 2025-05-08 15:09:01 -- STEP: 512/725 -- GLOBAL_STEP: 52900 | > loss_disc: 2.1582651138305664 (2.247058413922791) | > loss_disc_real_0: 0.10497310757637024 (0.13930801631067877) | > loss_disc_real_1: 0.1806698441505432 (0.1991351447068155) | > loss_disc_real_2: 0.17679955065250397 (0.19764955001301135) | > loss_disc_real_3: 0.1844080239534378 (0.20114105485845368) | > loss_disc_real_4: 0.1949773132801056 (0.20282433918328024) | > loss_disc_real_5: 0.17279981076717377 (0.20592577985371466) | > loss_0: 2.1582651138305664 (2.247058413922791) | > grad_norm_0: tensor(17.3575, device='cuda:0') (tensor(38.9507, device='cuda:0')) | > loss_gen: 2.7055270671844482 (2.737621098756791) | > loss_kl: 1.9015687704086304 (1.8631761560682207) | > loss_feat: 9.32610034942627 (8.315961686894298) | > loss_mel: 16.345136642456055 (14.372544080018997) | > loss_duration: 1.7380297183990479 (1.7802671995013952) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.016361236572266 (29.069570247083902) | > grad_norm_1: tensor(983.3011, device='cuda:0') (tensor(1016.8148, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8384 (0.8470390234142542) | > loader_time: 0.0105 (0.010540957096964117)  --> TIME: 2025-05-08 15:09:44 -- STEP: 562/725 -- GLOBAL_STEP: 52950 | > loss_disc: 2.1171538829803467 (2.245667388642813) | > loss_disc_real_0: 0.12911109626293182 (0.1387051203390881) | > loss_disc_real_1: 0.19009727239608765 (0.19920850640620202) | > loss_disc_real_2: 0.15961556136608124 (0.1974236468297307) | > loss_disc_real_3: 0.1846233755350113 (0.20104460468601937) | > loss_disc_real_4: 0.17854252457618713 (0.20268403200492321) | > loss_disc_real_5: 0.19021213054656982 (0.20563322080305887) | > loss_0: 2.1171538829803467 (2.245667388642813) | > grad_norm_0: tensor(26.8114, device='cuda:0') (tensor(38.9026, device='cuda:0')) | > loss_gen: 3.049704074859619 (2.7408313942125258) | > loss_kl: 1.8650460243225098 (1.8660946112934804) | > loss_feat: 10.189774513244629 (8.332649755308212) | > loss_mel: 15.013717651367188 (14.388928279333692) | > loss_duration: 1.7148112058639526 (1.7791808385441739) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.833053588867188 (29.107684878692094) | > grad_norm_1: tensor(1480.3563, device='cuda:0') (tensor(1003.6358, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8808 (0.8468352089573055) | > loader_time: 0.0104 (0.010547907751225915)  --> TIME: 2025-05-08 15:10:27 -- STEP: 612/725 -- GLOBAL_STEP: 53000 | > loss_disc: 2.315246343612671 (2.2441476854233975) | > loss_disc_real_0: 0.17557783424854279 (0.13869556504624347) | > loss_disc_real_1: 0.19695821404457092 (0.19890955270700209) | > loss_disc_real_2: 0.18633511662483215 (0.1973573244572465) | > loss_disc_real_3: 0.23511353135108948 (0.20115621940665002) | > loss_disc_real_4: 0.22885313630104065 (0.20241157985688046) | > loss_disc_real_5: 0.22084206342697144 (0.20564443058048193) | > loss_0: 2.315246343612671 (2.2441476854233975) | > grad_norm_0: tensor(62.3363, device='cuda:0') (tensor(39.2786, device='cuda:0')) | > loss_gen: 2.755598306655884 (2.7408603862220167) | > loss_kl: 1.9215919971466064 (1.8625070285173804) | > loss_feat: 7.074708461761475 (8.33995354798884) | > loss_mel: 13.139078140258789 (14.405940842784307) | > loss_duration: 1.6843143701553345 (1.7779231079263629) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.575292587280273 (29.127184923957387) | > grad_norm_1: tensor(1185.3447, device='cuda:0') (tensor(1030.5962, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8297 (0.8467732925041049) | > loader_time: 0.009 (0.010544506163378944) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_53000.pth  --> TIME: 2025-05-08 15:11:12 -- STEP: 662/725 -- GLOBAL_STEP: 53050 | > loss_disc: 2.0145864486694336 (2.2412092701906174) | > loss_disc_real_0: 0.08944077789783478 (0.13796222355115448) | > loss_disc_real_1: 0.18732327222824097 (0.19870914368020803) | > loss_disc_real_2: 0.18074199557304382 (0.19699056261975964) | > loss_disc_real_3: 0.19626308977603912 (0.20103859127108076) | > loss_disc_real_4: 0.20110659301280975 (0.20246210543500698) | > loss_disc_real_5: 0.1648547500371933 (0.20562517800540003) | > loss_0: 2.0145864486694336 (2.2412092701906174) | > grad_norm_0: tensor(9.3214, device='cuda:0') (tensor(38.9631, device='cuda:0')) | > loss_gen: 3.0209760665893555 (2.74409860282506) | > loss_kl: 1.9102978706359863 (1.8638160777956336) | > loss_feat: 10.120835304260254 (8.346449402523909) | > loss_mel: 15.308639526367188 (14.40332656036331) | > loss_duration: 1.7910919189453125 (1.7778874239532612) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.15184020996094 (29.135578077725423) | > grad_norm_1: tensor(528.4670, device='cuda:0') (tensor(1023.6518, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8734 (0.8461966842322911) | > loader_time: 0.0104 (0.010584232670302833)  --> TIME: 2025-05-08 15:11:55 -- STEP: 712/725 -- GLOBAL_STEP: 53100 | > loss_disc: 2.3874950408935547 (2.243782271662456) | > loss_disc_real_0: 0.18534915149211884 (0.13887583527169867) | > loss_disc_real_1: 0.19659289717674255 (0.19891924339901196) | > loss_disc_real_2: 0.22750224173069 (0.19740460951174246) | > loss_disc_real_3: 0.1877370923757553 (0.20097511550516237) | > loss_disc_real_4: 0.2094581127166748 (0.2023817733181327) | > loss_disc_real_5: 0.22198957204818726 (0.20550775195189405) | > loss_0: 2.3874950408935547 (2.243782271662456) | > grad_norm_0: tensor(21.0508, device='cuda:0') (tensor(38.6290, device='cuda:0')) | > loss_gen: 2.504690170288086 (2.7407716542817235) | > loss_kl: 1.8244861364364624 (1.8637080500634868) | > loss_feat: 8.200852394104004 (8.333320799838292) | > loss_mel: 15.600225448608398 (14.404862721314592) | > loss_duration: 1.7881205081939697 (1.7773192245303917) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.91837501525879 (29.119982470287376) | > grad_norm_1: tensor(1094.9155, device='cuda:0') (tensor(1002.3492, device='cuda:0')) | > current_lr_0: 0.0001997751124671936 | > current_lr_1: 0.0001997751124671936 | > step_time: 0.8078 (0.8457412622617871) | > loader_time: 0.0098 (0.010610804464040176)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.365006923675537 (2.365006923675537) | > loss_disc_real_0: 0.1322818249464035 (0.1322818249464035) | > loss_disc_real_1: 0.23689112067222595 (0.23689112067222595) | > loss_disc_real_2: 0.226600781083107 (0.226600781083107) | > loss_disc_real_3: 0.2434282898902893 (0.2434282898902893) | > loss_disc_real_4: 0.23349718749523163 (0.23349718749523163) | > loss_disc_real_5: 0.2160511463880539 (0.2160511463880539) | > loss_0: 2.365006923675537 (2.365006923675537) | > loss_gen: 2.669663906097412 (2.669663906097412) | > loss_kl: 2.111759662628174 (2.111759662628174) | > loss_feat: 8.140192985534668 (8.140192985534668) | > loss_mel: 14.93645191192627 (14.93645191192627) | > loss_duration: 1.724369764328003 (1.724369764328003) | > loss_1: 29.58243751525879 (29.58243751525879)  --> STEP: 1 | > loss_disc: 2.3920373916625977 (2.3920373916625977) | > loss_disc_real_0: 0.14902563393115997 (0.14902563393115997) | > loss_disc_real_1: 0.23687762022018433 (0.23687762022018433) | > loss_disc_real_2: 0.22783181071281433 (0.22783181071281433) | > loss_disc_real_3: 0.2672378420829773 (0.2672378420829773) | > loss_disc_real_4: 0.23948433995246887 (0.23948433995246887) | > loss_disc_real_5: 0.227700337767601 (0.227700337767601) | > loss_0: 2.3920373916625977 (2.3920373916625977) | > loss_gen: 2.6721487045288086 (2.6721487045288086) | > loss_kl: 2.2008283138275146 (2.2008283138275146) | > loss_feat: 7.192347049713135 (7.192347049713135) | > loss_mel: 13.707751274108887 (13.707751274108887) | > loss_duration: 1.804150104522705 (1.804150104522705) | > loss_1: 27.577224731445312 (27.577224731445312)  --> STEP: 2 | > loss_disc: 2.29280424118042 (2.342420816421509) | > loss_disc_real_0: 0.13941912353038788 (0.14422237873077393) | > loss_disc_real_1: 0.24108241498470306 (0.2389800176024437) | > loss_disc_real_2: 0.20598624646663666 (0.2169090285897255) | > loss_disc_real_3: 0.2272379845380783 (0.2472379133105278) | > loss_disc_real_4: 0.24004749953746796 (0.23976591974496841) | > loss_disc_real_5: 0.21826423704624176 (0.2229822874069214) | > loss_0: 2.29280424118042 (2.342420816421509) | > loss_gen: 2.854964017868042 (2.7635563611984253) | > loss_kl: 1.9910897016525269 (2.0959590077400208) | > loss_feat: 7.379543304443359 (7.285945177078247) | > loss_mel: 14.15046215057373 (13.929106712341309) | > loss_duration: 1.8551512956619263 (1.8296507000923157) | > loss_1: 28.231210708618164 (27.90421772003174)  --> STEP: 3 | > loss_disc: 2.2084059715270996 (2.2977492014567056) | > loss_disc_real_0: 0.11077563464641571 (0.13307346403598785) | > loss_disc_real_1: 0.24443843960762024 (0.24079949160416922) | > loss_disc_real_2: 0.18994325399398804 (0.20792043705781302) | > loss_disc_real_3: 0.21878394484519958 (0.2377532571554184) | > loss_disc_real_4: 0.20415376126766205 (0.22789520025253296) | > loss_disc_real_5: 0.18392212688922882 (0.20996223390102386) | > loss_0: 2.2084059715270996 (2.2977492014567056) | > loss_gen: 2.6803126335144043 (2.7358084519704184) | > loss_kl: 1.908029317855835 (2.0333157777786255) | > loss_feat: 8.566341400146484 (7.712743918100993) | > loss_mel: 15.437298774719238 (14.431837399800619) | > loss_duration: 1.842270851135254 (1.8338574171066284) | > loss_1: 30.434253692626953 (28.747563044230144)  --> STEP: 4 | > loss_disc: 2.2324228286743164 (2.2814176082611084) | > loss_disc_real_0: 0.11377667635679245 (0.128249267116189) | > loss_disc_real_1: 0.22842565178871155 (0.2377060316503048) | > loss_disc_real_2: 0.22003856301307678 (0.21094996854662895) | > loss_disc_real_3: 0.2563437819480896 (0.2424008883535862) | > loss_disc_real_4: 0.23261334002017975 (0.22907473519444466) | > loss_disc_real_5: 0.21870611608028412 (0.21214820444583893) | > loss_0: 2.2324228286743164 (2.2814176082611084) | > loss_gen: 2.8811373710632324 (2.772140681743622) | > loss_kl: 2.312537908554077 (2.1031213104724884) | > loss_feat: 9.192215919494629 (8.082611918449402) | > loss_mel: 16.840822219848633 (15.034083604812622) | > loss_duration: 1.7900009155273438 (1.8228932917118073) | > loss_1: 33.01671600341797 (29.8148512840271) --> EVAL PERFORMANCE | > avg_loader_time: 0.3156968355178833 (+0.02122628688812256) | > avg_loss_disc: 2.2814176082611084 (+0.10314774513244629) | > avg_loss_disc_real_0: 0.128249267116189 (+0.03196270763874054) | > avg_loss_disc_real_1: 0.2377060316503048 (+0.06618551537394524) | > avg_loss_disc_real_2: 0.21094996854662895 (+0.020716000348329544) | > avg_loss_disc_real_3: 0.2424008883535862 (+0.0490279421210289) | > avg_loss_disc_real_4: 0.22907473519444466 (-0.017853770405054092) | > avg_loss_disc_real_5: 0.21214820444583893 (-0.010462664067745209) | > avg_loss_0: 2.2814176082611084 (+0.10314774513244629) | > avg_loss_gen: 2.772140681743622 (+0.04792219400405884) | > avg_loss_kl: 2.1031213104724884 (+0.017258673906326294) | > avg_loss_feat: 8.082611918449402 (-0.5027515888214111) | > avg_loss_mel: 15.034083604812622 (-0.14154386520385742) | > avg_loss_duration: 1.8228932917118073 (+0.015139758586883545) | > avg_loss_1: 29.8148512840271 (-0.5639743804931641)  > EPOCH: 10/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 15:12:12)   --> TIME: 2025-05-08 15:12:47 -- STEP: 37/725 -- GLOBAL_STEP: 53150 | > loss_disc: 1.9415022134780884 (2.281229795636358) | > loss_disc_real_0: 0.08693252503871918 (0.15097379744858358) | > loss_disc_real_1: 0.19466035068035126 (0.20439785034269903) | > loss_disc_real_2: 0.17407172918319702 (0.19623897848902522) | > loss_disc_real_3: 0.19037699699401855 (0.20177403374298197) | > loss_disc_real_4: 0.17763866484165192 (0.20200466868039724) | > loss_disc_real_5: 0.16747474670410156 (0.20801133159044627) | > loss_0: 1.9415022134780884 (2.281229795636358) | > grad_norm_0: tensor(18.4766, device='cuda:0') (tensor(42.5982, device='cuda:0')) | > loss_gen: 3.150127410888672 (2.70782335384472) | > loss_kl: 1.7985632419586182 (1.868981374276651) | > loss_feat: 10.576066017150879 (8.248385261844945) | > loss_mel: 16.17197608947754 (14.513189186920991) | > loss_duration: 1.7934983968734741 (1.7879158645062834) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.490230560302734 (29.126294986621755) | > grad_norm_1: tensor(699.0759, device='cuda:0') (tensor(1023.4543, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8642 (0.8558246122824179) | > loader_time: 0.0108 (0.010072991654679581)  --> TIME: 2025-05-08 15:13:30 -- STEP: 87/725 -- GLOBAL_STEP: 53200 | > loss_disc: 2.188917636871338 (2.2599890437619448) | > loss_disc_real_0: 0.11435958743095398 (0.14498870485815502) | > loss_disc_real_1: 0.17911061644554138 (0.20372980490498163) | > loss_disc_real_2: 0.19176116585731506 (0.1968495492962585) | > loss_disc_real_3: 0.20424461364746094 (0.19934718190938577) | > loss_disc_real_4: 0.2214033156633377 (0.2012574760050609) | > loss_disc_real_5: 0.1758381575345993 (0.20584097367593612) | > loss_0: 2.188917636871338 (2.2599890437619448) | > grad_norm_0: tensor(27.6049, device='cuda:0') (tensor(37.5780, device='cuda:0')) | > loss_gen: 2.561016798019409 (2.733367966509413) | > loss_kl: 1.916643500328064 (1.8596054726633533) | > loss_feat: 7.614166736602783 (8.356581293303394) | > loss_mel: 13.914233207702637 (14.59191573351279) | > loss_duration: 1.7511392831802368 (1.7901765354748433) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.757198333740234 (29.33164686444162) | > grad_norm_1: tensor(1478.8398, device='cuda:0') (tensor(954.1038, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8248 (0.8582738651626411) | > loader_time: 0.0094 (0.010233306336676939)  --> TIME: 2025-05-08 15:14:13 -- STEP: 137/725 -- GLOBAL_STEP: 53250 | > loss_disc: 2.0922691822052 (2.242958569178617) | > loss_disc_real_0: 0.12527723610401154 (0.14102711936418152) | > loss_disc_real_1: 0.19384567439556122 (0.20148065512197733) | > loss_disc_real_2: 0.20223727822303772 (0.19553161548436993) | > loss_disc_real_3: 0.19441448152065277 (0.19981568921221435) | > loss_disc_real_4: 0.18604078888893127 (0.20131582239248455) | > loss_disc_real_5: 0.1761079728603363 (0.20520326005716394) | > loss_0: 2.0922691822052 (2.242958569178617) | > grad_norm_0: tensor(18.4508, device='cuda:0') (tensor(36.0976, device='cuda:0')) | > loss_gen: 2.799187660217285 (2.7406974099848385) | > loss_kl: 1.8281043767929077 (1.8694447731449657) | > loss_feat: 9.32239818572998 (8.374298255809032) | > loss_mel: 14.359247207641602 (14.483506898810393) | > loss_duration: 1.7904995679855347 (1.7921316084200452) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.099435806274414 (29.260078847843364) | > grad_norm_1: tensor(1592.8025, device='cuda:0') (tensor(973.5369, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.812 (0.8553954423779119) | > loader_time: 0.01 (0.01027950753260703)  --> TIME: 2025-05-08 15:14:57 -- STEP: 187/725 -- GLOBAL_STEP: 53300 | > loss_disc: 2.3421716690063477 (2.2457798560035425) | > loss_disc_real_0: 0.1811782270669937 (0.14241058897366493) | > loss_disc_real_1: 0.23524931073188782 (0.2002235289244729) | > loss_disc_real_2: 0.20216287672519684 (0.19581399483476727) | > loss_disc_real_3: 0.1946486085653305 (0.2006641382520849) | > loss_disc_real_4: 0.18297924101352692 (0.20200501310634103) | > loss_disc_real_5: 0.17272719740867615 (0.20570195175428446) | > loss_0: 2.3421716690063477 (2.2457798560035425) | > grad_norm_0: tensor(21.3029, device='cuda:0') (tensor(36.9809, device='cuda:0')) | > loss_gen: 2.4905285835266113 (2.7400976234578813) | > loss_kl: 1.868974208831787 (1.8697081944521736) | > loss_feat: 7.391219615936279 (8.354805658207853) | > loss_mel: 12.448857307434082 (14.415186096640195) | > loss_duration: 1.8145830631256104 (1.791692591605977) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.014162063598633 (29.171490082766283) | > grad_norm_1: tensor(1183.2705, device='cuda:0') (tensor(938.9402, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8473 (0.8568701501836112) | > loader_time: 0.0098 (0.010251921128461705)  --> TIME: 2025-05-08 15:15:40 -- STEP: 237/725 -- GLOBAL_STEP: 53350 | > loss_disc: 2.285141944885254 (2.241508212270616) | > loss_disc_real_0: 0.12955981492996216 (0.14217015623040336) | > loss_disc_real_1: 0.19907906651496887 (0.19957866082714587) | > loss_disc_real_2: 0.21578584611415863 (0.19584510057284357) | > loss_disc_real_3: 0.19068557024002075 (0.19963048002387904) | > loss_disc_real_4: 0.23038743436336517 (0.201978411918451) | > loss_disc_real_5: 0.269197553396225 (0.20578762461364525) | > loss_0: 2.285141944885254 (2.241508212270616) | > grad_norm_0: tensor(21.6511, device='cuda:0') (tensor(37.8683, device='cuda:0')) | > loss_gen: 2.822960138320923 (2.739552099493484) | > loss_kl: 2.0187911987304688 (1.8720608527147318) | > loss_feat: 8.163778305053711 (8.34943515640774) | > loss_mel: 14.924891471862793 (14.413076485259623) | > loss_duration: 1.7719683647155762 (1.7888704593674543) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.702388763427734 (29.162995028596388) | > grad_norm_1: tensor(1011.9628, device='cuda:0') (tensor(991.5562, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8004 (0.8552648286779218) | > loader_time: 0.009 (0.01023483879958527)  --> TIME: 2025-05-08 15:16:23 -- STEP: 287/725 -- GLOBAL_STEP: 53400 | > loss_disc: 2.2018303871154785 (2.2439659862983508) | > loss_disc_real_0: 0.13217510282993317 (0.14212613830583012) | > loss_disc_real_1: 0.20868825912475586 (0.1998074929057929) | > loss_disc_real_2: 0.2069418877363205 (0.1962765801555188) | > loss_disc_real_3: 0.1977260559797287 (0.19975202060742664) | > loss_disc_real_4: 0.19596467912197113 (0.20234694557738217) | > loss_disc_real_5: 0.22131656110286713 (0.2060126255717427) | > loss_0: 2.2018303871154785 (2.2439659862983508) | > grad_norm_0: tensor(43.4345, device='cuda:0') (tensor(38.6876, device='cuda:0')) | > loss_gen: 2.7613320350646973 (2.741877950442375) | > loss_kl: 1.9163634777069092 (1.876958543415269) | > loss_feat: 8.088032722473145 (8.35164232121112) | > loss_mel: 14.546380996704102 (14.413401131845934) | > loss_duration: 1.8152267932891846 (1.790729296332037) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.127336502075195 (29.174609200879672) | > grad_norm_1: tensor(1269.1637, device='cuda:0') (tensor(972.5318, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8063 (0.8520799862798499) | > loader_time: 0.0097 (0.010236057254910887)  --> TIME: 2025-05-08 15:17:06 -- STEP: 337/725 -- GLOBAL_STEP: 53450 | > loss_disc: 2.3872807025909424 (2.2406379433696997) | > loss_disc_real_0: 0.174269437789917 (0.14142156757126928) | > loss_disc_real_1: 0.2112894058227539 (0.19980925799123603) | > loss_disc_real_2: 0.1735532134771347 (0.1962589486239572) | > loss_disc_real_3: 0.17243394255638123 (0.19945917921886958) | > loss_disc_real_4: 0.18097113072872162 (0.20219242630266648) | > loss_disc_real_5: 0.15799129009246826 (0.2053913423233287) | > loss_0: 2.3872807025909424 (2.2406379433696997) | > grad_norm_0: tensor(83.9529, device='cuda:0') (tensor(38.6339, device='cuda:0')) | > loss_gen: 2.5303378105163574 (2.740772965400081) | > loss_kl: 1.937981367111206 (1.8717174926214473) | > loss_feat: 8.532479286193848 (8.343063044618784) | > loss_mel: 15.821305274963379 (14.360659981339905) | > loss_duration: 1.7769110202789307 (1.7900676773280702) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.599016189575195 (29.106281093744567) | > grad_norm_1: tensor(571.3957, device='cuda:0') (tensor(977.9036, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8595 (0.8502432684516341) | > loader_time: 0.011 (0.010225317952187198)  --> TIME: 2025-05-08 15:17:49 -- STEP: 387/725 -- GLOBAL_STEP: 53500 | > loss_disc: 2.379894733428955 (2.24172014413878) | > loss_disc_real_0: 0.16768386960029602 (0.1414804230287708) | > loss_disc_real_1: 0.2304936945438385 (0.19984931400579992) | > loss_disc_real_2: 0.20425447821617126 (0.19679723441292765) | > loss_disc_real_3: 0.19479775428771973 (0.1996426978160553) | > loss_disc_real_4: 0.1992931365966797 (0.20210610083677355) | > loss_disc_real_5: 0.2139938771724701 (0.20553979570243402) | > loss_0: 2.379894733428955 (2.24172014413878) | > grad_norm_0: tensor(34.8009, device='cuda:0') (tensor(37.7926, device='cuda:0')) | > loss_gen: 2.377129077911377 (2.7387862137737793) | > loss_kl: 1.871337652206421 (1.8761306699240239) | > loss_feat: 6.279955863952637 (8.326288850424525) | > loss_mel: 11.061055183410645 (14.355936782304632) | > loss_duration: 1.8960988521575928 (1.7910908032449333) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.485576629638672 (29.088233238042786) | > grad_norm_1: tensor(1318.4296, device='cuda:0') (tensor(970.0790, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8577 (0.8492289987953442) | > loader_time: 0.01 (0.010224121793604024)  --> TIME: 2025-05-08 15:18:31 -- STEP: 437/725 -- GLOBAL_STEP: 53550 | > loss_disc: 2.342564582824707 (2.2402010040370515) | > loss_disc_real_0: 0.11528133600950241 (0.14025018178352758) | > loss_disc_real_1: 0.20576083660125732 (0.19980669287576822) | > loss_disc_real_2: 0.18825702369213104 (0.19700188532437557) | > loss_disc_real_3: 0.1952451914548874 (0.199701256453309) | > loss_disc_real_4: 0.27060404419898987 (0.20193236380883703) | > loss_disc_real_5: 0.23661668598651886 (0.20537031600486222) | > loss_0: 2.342564582824707 (2.2402010040370515) | > grad_norm_0: tensor(47.4478, device='cuda:0') (tensor(37.4662, device='cuda:0')) | > loss_gen: 2.6228413581848145 (2.743497586632209) | > loss_kl: 1.853193998336792 (1.8775113144510125) | > loss_feat: 7.975348472595215 (8.33921121950826) | > loss_mel: 13.891438484191895 (14.371624302809517) | > loss_duration: 1.741678237915039 (1.7905315818175571) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.084501266479492 (29.122375942204037) | > grad_norm_1: tensor(1172.3271, device='cuda:0') (tensor(970.8225, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8588 (0.8478527270956497) | > loader_time: 0.0098 (0.01025319153984297)  --> TIME: 2025-05-08 15:19:14 -- STEP: 487/725 -- GLOBAL_STEP: 53600 | > loss_disc: 2.0607078075408936 (2.239652530368595) | > loss_disc_real_0: 0.06734469532966614 (0.13924138560064991) | > loss_disc_real_1: 0.1671198159456253 (0.19987877820918687) | > loss_disc_real_2: 0.18634586036205292 (0.19716752089514136) | > loss_disc_real_3: 0.20025213062763214 (0.1996477513709842) | > loss_disc_real_4: 0.19884155690670013 (0.2021638338570722) | > loss_disc_real_5: 0.19086891412734985 (0.2056205874534603) | > loss_0: 2.0607078075408936 (2.239652530368595) | > grad_norm_0: tensor(10.7676, device='cuda:0') (tensor(37.1944, device='cuda:0')) | > loss_gen: 2.965034246444702 (2.744265045228678) | > loss_kl: 1.8208270072937012 (1.8766582450337967) | > loss_feat: 8.631028175354004 (8.331183021318246) | > loss_mel: 13.402141571044922 (14.368658265538773) | > loss_duration: 1.8137351274490356 (1.7917805760792882) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.632766723632812 (29.112545115257436) | > grad_norm_1: tensor(275.4297, device='cuda:0') (tensor(965.2518, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8034 (0.8463575032212651) | > loader_time: 0.0093 (0.010269792662508926)  --> TIME: 2025-05-08 15:19:57 -- STEP: 537/725 -- GLOBAL_STEP: 53650 | > loss_disc: 2.1529929637908936 (2.2375274601373385) | > loss_disc_real_0: 0.10403041541576385 (0.13793305100897377) | > loss_disc_real_1: 0.18105216324329376 (0.1994663119815581) | > loss_disc_real_2: 0.17776931822299957 (0.1970202370895354) | > loss_disc_real_3: 0.21279102563858032 (0.19978544290838296) | > loss_disc_real_4: 0.18150624632835388 (0.20213433880934728) | > loss_disc_real_5: 0.2011733502149582 (0.20575531293227023) | > loss_0: 2.1529929637908936 (2.2375274601373385) | > grad_norm_0: tensor(18.8729, device='cuda:0') (tensor(36.6451, device='cuda:0')) | > loss_gen: 2.8609426021575928 (2.7478590992797893) | > loss_kl: 1.7460155487060547 (1.8770204531635875) | > loss_feat: 9.090439796447754 (8.347757403411007) | > loss_mel: 14.952973365783691 (14.38842212598861) | > loss_duration: 1.8268810510635376 (1.7928271036130312) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.477252960205078 (29.15388612374247) | > grad_norm_1: tensor(809.9418, device='cuda:0') (tensor(964.0316, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8385 (0.8466894560020063) | > loader_time: 0.0095 (0.010290812735672995)  --> TIME: 2025-05-08 15:20:39 -- STEP: 587/725 -- GLOBAL_STEP: 53700 | > loss_disc: 2.158017158508301 (2.235905604427475) | > loss_disc_real_0: 0.10925640910863876 (0.13798686257822138) | > loss_disc_real_1: 0.1774275153875351 (0.19938509882105668) | > loss_disc_real_2: 0.1611979901790619 (0.1967628136708749) | > loss_disc_real_3: 0.20956732332706451 (0.19950586582773586) | > loss_disc_real_4: 0.2288435846567154 (0.20226034590596842) | > loss_disc_real_5: 0.23515376448631287 (0.2056547548031685) | > loss_0: 2.158017158508301 (2.235905604427475) | > grad_norm_0: tensor(10.1299, device='cuda:0') (tensor(36.9554, device='cuda:0')) | > loss_gen: 2.699432373046875 (2.749884590785792) | > loss_kl: 1.8603074550628662 (1.873715026212104) | > loss_feat: 9.516529083251953 (8.363021947253094) | > loss_mel: 16.50282859802246 (14.404145572213947) | > loss_duration: 1.754850149154663 (1.7919303662123023) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.333946228027344 (29.182697452109757) | > grad_norm_1: tensor(1178.0558, device='cuda:0') (tensor(966.6721, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8415 (0.8455858579892315) | > loader_time: 0.0099 (0.010289813225273382)  --> TIME: 2025-05-08 15:21:22 -- STEP: 637/725 -- GLOBAL_STEP: 53750 | > loss_disc: 2.077803611755371 (2.233861265601694) | > loss_disc_real_0: 0.10937374830245972 (0.13794417128411327) | > loss_disc_real_1: 0.2062334567308426 (0.1989823264688299) | > loss_disc_real_2: 0.18314547836780548 (0.19669691975019413) | > loss_disc_real_3: 0.20879477262496948 (0.1992491846743334) | > loss_disc_real_4: 0.1887494921684265 (0.2019583350120571) | > loss_disc_real_5: 0.1716926097869873 (0.20536292396965364) | > loss_0: 2.077803611755371 (2.233861265601694) | > grad_norm_0: tensor(21.9484, device='cuda:0') (tensor(36.9398, device='cuda:0')) | > loss_gen: 2.9271838665008545 (2.751549879086075) | > loss_kl: 1.929638147354126 (1.8744498017818625) | > loss_feat: 9.657301902770996 (8.37587660784998) | > loss_mel: 14.959433555603027 (14.413330992873835) | > loss_duration: 1.7537630796432495 (1.7912364599281803) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.227319717407227 (29.20644369379879) | > grad_norm_1: tensor(1178.2001, device='cuda:0') (tensor(953.6125, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8367 (0.8452609135554388) | > loader_time: 0.0101 (0.01032740092913809)  --> TIME: 2025-05-08 15:22:05 -- STEP: 687/725 -- GLOBAL_STEP: 53800 | > loss_disc: 2.1555280685424805 (2.231188947977459) | > loss_disc_real_0: 0.14309385418891907 (0.13709588349949994) | > loss_disc_real_1: 0.18797524273395538 (0.19859337160333956) | > loss_disc_real_2: 0.17754866182804108 (0.19640511089971138) | > loss_disc_real_3: 0.17587599158287048 (0.19920942156942997) | > loss_disc_real_4: 0.1836741715669632 (0.20188484055680128) | > loss_disc_real_5: 0.19480566680431366 (0.20530164105142576) | > loss_0: 2.1555280685424805 (2.231188947977459) | > grad_norm_0: tensor(29.0278, device='cuda:0') (tensor(36.3084, device='cuda:0')) | > loss_gen: 2.94167423248291 (2.7542377115163594) | > loss_kl: 1.9355287551879883 (1.8717467316373466) | > loss_feat: 9.172974586486816 (8.394205576467717) | > loss_mel: 14.367206573486328 (14.43086011961558) | > loss_duration: 1.80101478099823 (1.7909092530065922) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.218399047851562 (29.24195933446093) | > grad_norm_1: tensor(1195.8123, device='cuda:0') (tensor(951.0982, device='cuda:0')) | > current_lr_0: 0.00019975014057813518 | > current_lr_1: 0.00019975014057813518 | > step_time: 0.8563 (0.844621843646187) | > loader_time: 0.0118 (0.0103197715514959)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1995112895965576 (2.1995112895965576) | > loss_disc_real_0: 0.11005084961652756 (0.11005084961652756) | > loss_disc_real_1: 0.16850639879703522 (0.16850639879703522) | > loss_disc_real_2: 0.16946019232273102 (0.16946019232273102) | > loss_disc_real_3: 0.2007657140493393 (0.2007657140493393) | > loss_disc_real_4: 0.2514953315258026 (0.2514953315258026) | > loss_disc_real_5: 0.196146160364151 (0.196146160364151) | > loss_0: 2.1995112895965576 (2.1995112895965576) | > loss_gen: 2.576763391494751 (2.576763391494751) | > loss_kl: 1.9087518453598022 (1.9087518453598022) | > loss_feat: 9.701789855957031 (9.701789855957031) | > loss_mel: 16.59223175048828 (16.59223175048828) | > loss_duration: 1.7263813018798828 (1.7263813018798828) | > loss_1: 32.50592041015625 (32.50592041015625)  --> STEP: 1 | > loss_disc: 2.147841453552246 (2.147841453552246) | > loss_disc_real_0: 0.0935981422662735 (0.0935981422662735) | > loss_disc_real_1: 0.1698710322380066 (0.1698710322380066) | > loss_disc_real_2: 0.16315773129463196 (0.16315773129463196) | > loss_disc_real_3: 0.18021823465824127 (0.18021823465824127) | > loss_disc_real_4: 0.25870057940483093 (0.25870057940483093) | > loss_disc_real_5: 0.1763007640838623 (0.1763007640838623) | > loss_0: 2.147841453552246 (2.147841453552246) | > loss_gen: 2.590536594390869 (2.590536594390869) | > loss_kl: 1.999316930770874 (1.999316930770874) | > loss_feat: 9.416829109191895 (9.416829109191895) | > loss_mel: 16.154327392578125 (16.154327392578125) | > loss_duration: 1.8036527633666992 (1.8036527633666992) | > loss_1: 31.96466064453125 (31.96466064453125)  --> STEP: 2 | > loss_disc: 2.258106231689453 (2.2029738426208496) | > loss_disc_real_0: 0.11049701273441315 (0.10204757750034332) | > loss_disc_real_1: 0.18318988382816315 (0.17653045803308487) | > loss_disc_real_2: 0.16582205891609192 (0.16448989510536194) | > loss_disc_real_3: 0.17307253181934357 (0.17664538323879242) | > loss_disc_real_4: 0.24185208976268768 (0.2502763345837593) | > loss_disc_real_5: 0.19357463717460632 (0.18493770062923431) | > loss_0: 2.258106231689453 (2.2029738426208496) | > loss_gen: 2.4394514560699463 (2.5149940252304077) | > loss_kl: 1.8250336647033691 (1.9121752977371216) | > loss_feat: 9.128349304199219 (9.272589206695557) | > loss_mel: 16.077903747558594 (16.11611557006836) | > loss_duration: 1.8424086570739746 (1.823030710220337) | > loss_1: 31.313146591186523 (31.638903617858887)  --> STEP: 3 | > loss_disc: 2.208543062210083 (2.2048302491505942) | > loss_disc_real_0: 0.1113557368516922 (0.10515029728412628) | > loss_disc_real_1: 0.1936139166355133 (0.18222494423389435) | > loss_disc_real_2: 0.17451965808868408 (0.167833149433136) | > loss_disc_real_3: 0.18946950137615204 (0.18092008928457895) | > loss_disc_real_4: 0.23068763315677643 (0.24374676744143167) | > loss_disc_real_5: 0.1847681850194931 (0.18488119542598724) | > loss_0: 2.208543062210083 (2.2048302491505942) | > loss_gen: 2.519160509109497 (2.516382853190104) | > loss_kl: 2.140169858932495 (1.988173484802246) | > loss_feat: 8.647241592407227 (9.06414000193278) | > loss_mel: 15.701592445373535 (15.977941195170084) | > loss_duration: 1.8184480667114258 (1.8215031623840332) | > loss_1: 30.826614379882812 (31.368140538533527)  --> STEP: 4 | > loss_disc: 2.3303866386413574 (2.236219346523285) | > loss_disc_real_0: 0.1216508150100708 (0.10927542671561241) | > loss_disc_real_1: 0.18751201033592224 (0.18354671075940132) | > loss_disc_real_2: 0.1745666265487671 (0.16951651871204376) | > loss_disc_real_3: 0.18443195521831512 (0.181798055768013) | > loss_disc_real_4: 0.23209676146507263 (0.24083426594734192) | > loss_disc_real_5: 0.20506161451339722 (0.18992630019783974) | > loss_0: 2.3303866386413574 (2.236219346523285) | > loss_gen: 2.333524703979492 (2.470668315887451) | > loss_kl: 2.085848808288574 (2.012592315673828) | > loss_feat: 8.118695259094238 (8.827778816223145) | > loss_mel: 14.194672584533691 (15.532124042510986) | > loss_duration: 1.7683957815170288 (1.808226317167282) | > loss_1: 28.501136779785156 (30.651389598846436) --> EVAL PERFORMANCE | > avg_loader_time: 0.2894873023033142 (-0.026209533214569092) | > avg_loss_disc: 2.236219346523285 (-0.045198261737823486) | > avg_loss_disc_real_0: 0.10927542671561241 (-0.01897384040057659) | > avg_loss_disc_real_1: 0.18354671075940132 (-0.05415932089090347) | > avg_loss_disc_real_2: 0.16951651871204376 (-0.04143344983458519) | > avg_loss_disc_real_3: 0.181798055768013 (-0.060602832585573196) | > avg_loss_disc_real_4: 0.24083426594734192 (+0.011759530752897263) | > avg_loss_disc_real_5: 0.18992630019783974 (-0.02222190424799919) | > avg_loss_0: 2.236219346523285 (-0.045198261737823486) | > avg_loss_gen: 2.470668315887451 (-0.30147236585617065) | > avg_loss_kl: 2.012592315673828 (-0.09052899479866028) | > avg_loss_feat: 8.827778816223145 (+0.7451668977737427) | > avg_loss_mel: 15.532124042510986 (+0.49804043769836426) | > avg_loss_duration: 1.808226317167282 (-0.014666974544525146) | > avg_loss_1: 30.651389598846436 (+0.8365383148193359)  > EPOCH: 11/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 15:22:45)   --> TIME: 2025-05-08 15:22:58 -- STEP: 12/725 -- GLOBAL_STEP: 53850 | > loss_disc: 2.2972500324249268 (2.255666494369507) | > loss_disc_real_0: 0.19510598480701447 (0.15417692624032497) | > loss_disc_real_1: 0.21805164217948914 (0.19826188683509827) | > loss_disc_real_2: 0.22406962513923645 (0.19949686278899512) | > loss_disc_real_3: 0.21388810873031616 (0.21105220541357994) | > loss_disc_real_4: 0.181343212723732 (0.1989086518685023) | > loss_disc_real_5: 0.17366783320903778 (0.18860730653007826) | > loss_0: 2.2972500324249268 (2.255666494369507) | > grad_norm_0: tensor(52.2166, device='cuda:0') (tensor(57.9774, device='cuda:0')) | > loss_gen: 2.882401943206787 (2.814475893974304) | > loss_kl: 1.9541351795196533 (1.8299726247787476) | > loss_feat: 8.951509475708008 (8.490578254063925) | > loss_mel: 14.618346214294434 (14.712687095006308) | > loss_duration: 1.8237224817276 (1.783769388993581) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.23011589050293 (29.631483395894367) | > grad_norm_1: tensor(626.3688, device='cuda:0') (tensor(887.7335, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8338 (0.8327506979306539) | > loader_time: 0.0088 (0.009546418984731037)  --> TIME: 2025-05-08 15:23:42 -- STEP: 62/725 -- GLOBAL_STEP: 53900 | > loss_disc: 2.2644951343536377 (2.2523547449419574) | > loss_disc_real_0: 0.18590840697288513 (0.14507730040819414) | > loss_disc_real_1: 0.21668598055839539 (0.19794638839460188) | > loss_disc_real_2: 0.20028719305992126 (0.1980957977714077) | > loss_disc_real_3: 0.2140842229127884 (0.2021025678803844) | > loss_disc_real_4: 0.23332379758358002 (0.19959603442299753) | > loss_disc_real_5: 0.19871404767036438 (0.20574857222457085) | > loss_0: 2.2644951343536377 (2.2523547449419574) | > grad_norm_0: tensor(28.9209, device='cuda:0') (tensor(37.4893, device='cuda:0')) | > loss_gen: 2.6791539192199707 (2.7375439443895893) | > loss_kl: 1.7637786865234375 (1.8679985923151816) | > loss_feat: 7.493313789367676 (8.401631424503941) | > loss_mel: 12.7083101272583 (14.447995939562398) | > loss_duration: 1.8345917463302612 (1.7803242379619229) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.47914695739746 (29.235494182955833) | > grad_norm_1: tensor(1218.0844, device='cuda:0') (tensor(900.4404, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.829 (0.8585451533717494) | > loader_time: 0.0107 (0.009916463205891273)  --> TIME: 2025-05-08 15:24:25 -- STEP: 112/725 -- GLOBAL_STEP: 53950 | > loss_disc: 2.0573465824127197 (2.2350829264947363) | > loss_disc_real_0: 0.09692704677581787 (0.141079091134348) | > loss_disc_real_1: 0.20901422202587128 (0.19806189874985386) | > loss_disc_real_2: 0.18947070837020874 (0.19558329507708547) | > loss_disc_real_3: 0.15927506983280182 (0.2011000080300229) | > loss_disc_real_4: 0.17960616946220398 (0.19863644601511105) | > loss_disc_real_5: 0.19681385159492493 (0.20568882740501845) | > loss_0: 2.0573465824127197 (2.2350829264947363) | > grad_norm_0: tensor(23.2375, device='cuda:0') (tensor(38.5930, device='cuda:0')) | > loss_gen: 2.781761407852173 (2.748047607285636) | > loss_kl: 1.7016569375991821 (1.8555525253926004) | > loss_feat: 10.03913402557373 (8.436164838927132) | > loss_mel: 15.964107513427734 (14.4616351383073) | > loss_duration: 1.7746599912643433 (1.7869332251804215) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.26131820678711 (29.2883334841047) | > grad_norm_1: tensor(1746.0371, device='cuda:0') (tensor(983.0278, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8216 (0.8549131048577172) | > loader_time: 0.0095 (0.010176926851272583)  --> TIME: 2025-05-08 15:25:08 -- STEP: 162/725 -- GLOBAL_STEP: 54000 | > loss_disc: 2.2901852130889893 (2.235822568705054) | > loss_disc_real_0: 0.2598070502281189 (0.1417810523215635) | > loss_disc_real_1: 0.19228455424308777 (0.19723965393172366) | > loss_disc_real_2: 0.21464021503925323 (0.19638395042699053) | > loss_disc_real_3: 0.18936225771903992 (0.20012688774753504) | > loss_disc_real_4: 0.18750101327896118 (0.19894756772267974) | > loss_disc_real_5: 0.21411477029323578 (0.20632369963475217) | > loss_0: 2.2901852130889893 (2.235822568705054) | > grad_norm_0: tensor(84.3445, device='cuda:0') (tensor(39.7910, device='cuda:0')) | > loss_gen: 2.8985772132873535 (2.7465529118055194) | > loss_kl: 2.0862720012664795 (1.8578014741709203) | > loss_feat: 8.207258224487305 (8.394382853566862) | > loss_mel: 14.385622024536133 (14.362672487894693) | > loss_duration: 1.7490484714508057 (1.788680030239953) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.326778411865234 (29.15008979373508) | > grad_norm_1: tensor(872.3321, device='cuda:0') (tensor(1016.1195, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.839 (0.852886171988499) | > loader_time: 0.0116 (0.010418481296963161) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_54000.pth  --> TIME: 2025-05-08 15:25:54 -- STEP: 212/725 -- GLOBAL_STEP: 54050 | > loss_disc: 2.261836051940918 (2.237518578767777) | > loss_disc_real_0: 0.16361258924007416 (0.14143172579483612) | > loss_disc_real_1: 0.19212038815021515 (0.19737096925107936) | > loss_disc_real_2: 0.2294192761182785 (0.1970358863472938) | > loss_disc_real_3: 0.19276578724384308 (0.19982870148037968) | > loss_disc_real_4: 0.2090449184179306 (0.19994051817734293) | > loss_disc_real_5: 0.19488421082496643 (0.20592842461927882) | > loss_0: 2.261836051940918 (2.237518578767777) | > grad_norm_0: tensor(44.7587, device='cuda:0') (tensor(37.5615, device='cuda:0')) | > loss_gen: 2.61578631401062 (2.740959088757354) | > loss_kl: 1.9109995365142822 (1.858258920458128) | > loss_feat: 7.844988822937012 (8.351300374516896) | > loss_mel: 13.611808776855469 (14.331438581898528) | > loss_duration: 1.8005683422088623 (1.7880642239777547) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.784151077270508 (29.07002118848405) | > grad_norm_1: tensor(817.5965, device='cuda:0') (tensor(975.7482, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8483 (0.8534607684837198) | > loader_time: 0.0108 (0.010476195587302155)  --> TIME: 2025-05-08 15:26:37 -- STEP: 262/725 -- GLOBAL_STEP: 54100 | > loss_disc: 2.2401561737060547 (2.2380627971569096) | > loss_disc_real_0: 0.16652719676494598 (0.13964375874866514) | > loss_disc_real_1: 0.22285787761211395 (0.19828366880653467) | > loss_disc_real_2: 0.20633694529533386 (0.1974422805978141) | > loss_disc_real_3: 0.22271689772605896 (0.19924773349789265) | > loss_disc_real_4: 0.20435363054275513 (0.2006362742026344) | > loss_disc_real_5: 0.2728939652442932 (0.20599376273746708) | > loss_0: 2.2401561737060547 (2.2380627971569096) | > grad_norm_0: tensor(45.3877, device='cuda:0') (tensor(35.7051, device='cuda:0')) | > loss_gen: 2.9437098503112793 (2.7471143853573405) | > loss_kl: 1.8826873302459717 (1.8577069699309254) | > loss_feat: 8.275254249572754 (8.379553869480393) | > loss_mel: 14.107979774475098 (14.365151499973908) | > loss_duration: 1.7574198246002197 (1.7887687883304275) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.967052459716797 (29.138295523082938) | > grad_norm_1: tensor(557.1107, device='cuda:0') (tensor(928.1226, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8953 (0.8527780389057771) | > loader_time: 0.0101 (0.010494117518417709)  --> TIME: 2025-05-08 15:27:20 -- STEP: 312/725 -- GLOBAL_STEP: 54150 | > loss_disc: 2.191659688949585 (2.2389649790831108) | > loss_disc_real_0: 0.21838495135307312 (0.14036878770312822) | > loss_disc_real_1: 0.20194968581199646 (0.19822800178558395) | > loss_disc_real_2: 0.19521038234233856 (0.19742955864430994) | > loss_disc_real_3: 0.20309020578861237 (0.19901157882160103) | > loss_disc_real_4: 0.2096506506204605 (0.20118644141042852) | > loss_disc_real_5: 0.20993672311306 (0.206083331304865) | > loss_0: 2.191659688949585 (2.2389649790831108) | > grad_norm_0: tensor(79.2022, device='cuda:0') (tensor(34.8359, device='cuda:0')) | > loss_gen: 2.801467180252075 (2.746028434771758) | > loss_kl: 1.790452003479004 (1.852939398242877) | > loss_feat: 9.57778549194336 (8.371175194397946) | > loss_mel: 16.0364990234375 (14.379657482489561) | > loss_duration: 1.790358543395996 (1.7873414261982987) | > amp_scaler: 128.0 (128.82051282051276) | > loss_1: 31.996562957763672 (29.1371419552045) | > grad_norm_1: tensor(601.1542, device='cuda:0') (tensor(924.6418, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8342 (0.8517683881979722) | > loader_time: 0.0098 (0.010488957930833867)  --> TIME: 2025-05-08 15:28:04 -- STEP: 362/725 -- GLOBAL_STEP: 54200 | > loss_disc: 2.186769485473633 (2.2388432700989647) | > loss_disc_real_0: 0.17489071190357208 (0.14030449525633237) | > loss_disc_real_1: 0.21046961843967438 (0.19847866864000235) | > loss_disc_real_2: 0.17893706262111664 (0.19747815277036374) | > loss_disc_real_3: 0.16382655501365662 (0.19890248096285604) | > loss_disc_real_4: 0.20792129635810852 (0.20102004842698912) | > loss_disc_real_5: 0.2018803358078003 (0.20529506602504635) | > loss_0: 2.186769485473633 (2.2388432700989647) | > grad_norm_0: tensor(64.1626, device='cuda:0') (tensor(34.9735, device='cuda:0')) | > loss_gen: 2.955711841583252 (2.744804656308001) | > loss_kl: 2.104851007461548 (1.8507318233258159) | > loss_feat: 9.121715545654297 (8.350335403041944) | > loss_mel: 14.651701927185059 (14.354082539595293) | > loss_duration: 1.7395987510681152 (1.7860116691879142) | > amp_scaler: 128.0 (128.70718232044194) | > loss_1: 30.573579788208008 (29.085966104960573) | > grad_norm_1: tensor(1098.5862, device='cuda:0') (tensor(937.4645, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8518 (0.8533223834485639) | > loader_time: 0.0133 (0.010466906247218006)  --> TIME: 2025-05-08 15:28:48 -- STEP: 412/725 -- GLOBAL_STEP: 54250 | > loss_disc: 2.1769118309020996 (2.234919450815442) | > loss_disc_real_0: 0.13170789182186127 (0.13963772198275734) | > loss_disc_real_1: 0.21707221865653992 (0.19838439112583411) | > loss_disc_real_2: 0.20554858446121216 (0.19685814497106277) | > loss_disc_real_3: 0.17218941450119019 (0.19862860079529215) | > loss_disc_real_4: 0.19864293932914734 (0.2007999175309557) | > loss_disc_real_5: 0.174088716506958 (0.20523601669130973) | > loss_0: 2.1769118309020996 (2.234919450815442) | > grad_norm_0: tensor(68.4393, device='cuda:0') (tensor(35.1308, device='cuda:0')) | > loss_gen: 2.707760810852051 (2.7475288707075767) | > loss_kl: 1.8888922929763794 (1.8534018695354462) | > loss_feat: 8.576895713806152 (8.377853237309502) | > loss_mel: 13.678166389465332 (14.384631957822632) | > loss_duration: 1.7943334579467773 (1.7868556713016286) | > amp_scaler: 128.0 (128.62135922330103) | > loss_1: 28.64604949951172 (29.150271610148902) | > grad_norm_1: tensor(1006.3782, device='cuda:0') (tensor(963.8965, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8698 (0.853193182389713) | > loader_time: 0.0101 (0.010431237012437247)  --> TIME: 2025-05-08 15:29:31 -- STEP: 462/725 -- GLOBAL_STEP: 54300 | > loss_disc: 2.214796304702759 (2.235922001657031) | > loss_disc_real_0: 0.1378621906042099 (0.14018999745674202) | > loss_disc_real_1: 0.20028287172317505 (0.19809996755995277) | > loss_disc_real_2: 0.2058592289686203 (0.19692876302834708) | > loss_disc_real_3: 0.19257424771785736 (0.1985856957120813) | > loss_disc_real_4: 0.21338793635368347 (0.20089603370273273) | > loss_disc_real_5: 0.20887257158756256 (0.20544336313680137) | > loss_0: 2.214796304702759 (2.235922001657031) | > grad_norm_0: tensor(65.5353, device='cuda:0') (tensor(35.9914, device='cuda:0')) | > loss_gen: 2.723508596420288 (2.745300224849156) | > loss_kl: 1.6989268064498901 (1.8513464269699988) | > loss_feat: 8.172050476074219 (8.355905820797018) | > loss_mel: 14.879809379577637 (14.373891122413404) | > loss_duration: 1.8465430736541748 (1.787463491871243) | > amp_scaler: 128.0 (128.5541125541125) | > loss_1: 29.320837020874023 (29.113907108059177) | > grad_norm_1: tensor(936.2889, device='cuda:0') (tensor(963.5771, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.7905 (0.8528249738536355) | > loader_time: 0.0101 (0.010422021279603372)  --> TIME: 2025-05-08 15:30:14 -- STEP: 512/725 -- GLOBAL_STEP: 54350 | > loss_disc: 2.385850191116333 (2.232259360840543) | > loss_disc_real_0: 0.12507988512516022 (0.13850586566695708) | > loss_disc_real_1: 0.21496126055717468 (0.19810002978192642) | > loss_disc_real_2: 0.22570663690567017 (0.1970249514561146) | > loss_disc_real_3: 0.2209893763065338 (0.1988153619458899) | > loss_disc_real_4: 0.1661975085735321 (0.2007528714893852) | > loss_disc_real_5: 0.27726930379867554 (0.20514373754849657) | > loss_0: 2.385850191116333 (2.232259360840543) | > grad_norm_0: tensor(24.3259, device='cuda:0') (tensor(35.4570, device='cuda:0')) | > loss_gen: 2.4372811317443848 (2.7543241675011814) | > loss_kl: 1.9726980924606323 (1.8541216934099793) | > loss_feat: 6.821889400482178 (8.384114284068355) | > loss_mel: 11.591634750366211 (14.38628719188273) | > loss_duration: 1.7475842237472534 (1.788856614148244) | > amp_scaler: 128.0 (128.49999999999991) | > loss_1: 24.571086883544922 (29.167703930288553) | > grad_norm_1: tensor(640.6188, device='cuda:0') (tensor(942.4447, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8881 (0.852686092723161) | > loader_time: 0.0096 (0.010406444780528545)  --> TIME: 2025-05-08 15:30:57 -- STEP: 562/725 -- GLOBAL_STEP: 54400 | > loss_disc: 2.123715400695801 (2.2286396158123343) | > loss_disc_real_0: 0.14253360033035278 (0.13825988192177538) | > loss_disc_real_1: 0.219146728515625 (0.1978813958125607) | > loss_disc_real_2: 0.1817784458398819 (0.19674840010039743) | > loss_disc_real_3: 0.1934434175491333 (0.1987739340319328) | > loss_disc_real_4: 0.19867753982543945 (0.20049880935522163) | > loss_disc_real_5: 0.23541253805160522 (0.20466850957836538) | > loss_0: 2.123715400695801 (2.2286396158123343) | > grad_norm_0: tensor(60.1219, device='cuda:0') (tensor(35.6593, device='cuda:0')) | > loss_gen: 3.011577844619751 (2.7588948961678774) | > loss_kl: 1.694370985031128 (1.852249000632466) | > loss_feat: 9.609737396240234 (8.402220432444405) | > loss_mel: 15.133316993713379 (14.412585714957894) | > loss_duration: 1.7545994520187378 (1.7890500574773736) | > amp_scaler: 128.0 (128.45551601423472) | > loss_1: 31.203601837158203 (29.215000108467727) | > grad_norm_1: tensor(815.4807, device='cuda:0') (tensor(946.1096, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8946 (0.8520180576636699) | > loader_time: 0.0102 (0.010408104102382456)  --> TIME: 2025-05-08 15:31:40 -- STEP: 612/725 -- GLOBAL_STEP: 54450 | > loss_disc: 2.108224868774414 (2.2288534391939243) | > loss_disc_real_0: 0.19028623402118683 (0.1382865431030689) | > loss_disc_real_1: 0.20705373585224152 (0.19808614117647316) | > loss_disc_real_2: 0.17866148054599762 (0.19718559212933956) | > loss_disc_real_3: 0.1903013288974762 (0.1985561423295854) | > loss_disc_real_4: 0.24263428151607513 (0.20064396396571507) | > loss_disc_real_5: 0.19095644354820251 (0.20413248221469069) | > loss_0: 2.108224868774414 (2.2288534391939243) | > grad_norm_0: tensor(73.0176, device='cuda:0') (tensor(35.8413, device='cuda:0')) | > loss_gen: 3.175375461578369 (2.7606515950626793) | > loss_kl: 1.7281403541564941 (1.8514668752554975) | > loss_feat: 9.638418197631836 (8.402099282912966) | > loss_mel: 16.716543197631836 (14.42193009339127) | > loss_duration: 1.718846321105957 (1.7896431055333872) | > amp_scaler: 128.0 (128.41830065359457) | > loss_1: 32.97732162475586 (29.22579095566195) | > grad_norm_1: tensor(1271.6354, device='cuda:0') (tensor(946.9933, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8195 (0.8520214335591189) | > loader_time: 0.0094 (0.010428975220599209)  --> TIME: 2025-05-08 15:32:24 -- STEP: 662/725 -- GLOBAL_STEP: 54500 | > loss_disc: 2.223883867263794 (2.228901463693002) | > loss_disc_real_0: 0.13070613145828247 (0.13833532496453943) | > loss_disc_real_1: 0.1862741857767105 (0.19797648989181868) | > loss_disc_real_2: 0.18424208462238312 (0.19699538800741612) | > loss_disc_real_3: 0.20158685743808746 (0.19872261489266) | > loss_disc_real_4: 0.19329483807086945 (0.20066287557614165) | > loss_disc_real_5: 0.22832538187503815 (0.20421771779431308) | > loss_0: 2.223883867263794 (2.228901463693002) | > grad_norm_0: tensor(39.2324, device='cuda:0') (tensor(35.6662, device='cuda:0')) | > loss_gen: 2.778588056564331 (2.758925558216981) | > loss_kl: 1.7259466648101807 (1.8509516508917794) | > loss_feat: 8.310193061828613 (8.402434147376677) | > loss_mel: 14.686710357666016 (14.435625800913554) | > loss_duration: 1.7969599962234497 (1.7900226460122624) | > amp_scaler: 128.0 (128.38670694864044) | > loss_1: 29.298398971557617 (29.2379598185375) | > grad_norm_1: tensor(1627.9207, device='cuda:0') (tensor(961.7155, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8836 (0.8518328050832378) | > loader_time: 0.0109 (0.010421735282390862)  --> TIME: 2025-05-08 15:33:07 -- STEP: 712/725 -- GLOBAL_STEP: 54550 | > loss_disc: 2.198326349258423 (2.227283834071642) | > loss_disc_real_0: 0.08721029758453369 (0.13744224510626496) | > loss_disc_real_1: 0.17555035650730133 (0.19780846071963235) | > loss_disc_real_2: 0.20369210839271545 (0.19702388779417182) | > loss_disc_real_3: 0.20157738029956818 (0.1989605335121075) | > loss_disc_real_4: 0.18408110737800598 (0.2006276407896467) | > loss_disc_real_5: 0.16724815964698792 (0.2039690302956974) | > loss_0: 2.198326349258423 (2.227283834071642) | > grad_norm_0: tensor(47.8479, device='cuda:0') (tensor(35.5118, device='cuda:0')) | > loss_gen: 2.9526803493499756 (2.7627155087637094) | > loss_kl: 1.8635839223861694 (1.852281323142266) | > loss_feat: 9.338663101196289 (8.412824543674345) | > loss_mel: 16.105146408081055 (14.431259691045526) | > loss_duration: 1.787527322769165 (1.7895590323075814) | > amp_scaler: 128.0 (128.35955056179776) | > loss_1: 32.04759979248047 (29.248640116680875) | > grad_norm_1: tensor(1051.2004, device='cuda:0') (tensor(945.3307, device='cuda:0')) | > current_lr_0: 0.00019972517181056292 | > current_lr_1: 0.00019972517181056292 | > step_time: 0.8216 (0.8517787734444225) | > loader_time: 0.0097 (0.010414687435278729)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.241943836212158 (2.241943836212158) | > loss_disc_real_0: 0.1316729635000229 (0.1316729635000229) | > loss_disc_real_1: 0.1626497507095337 (0.1626497507095337) | > loss_disc_real_2: 0.19018210470676422 (0.19018210470676422) | > loss_disc_real_3: 0.23519565165042877 (0.23519565165042877) | > loss_disc_real_4: 0.25836414098739624 (0.25836414098739624) | > loss_disc_real_5: 0.23289169371128082 (0.23289169371128082) | > loss_0: 2.241943836212158 (2.241943836212158) | > loss_gen: 2.6090850830078125 (2.6090850830078125) | > loss_kl: 2.0154876708984375 (2.0154876708984375) | > loss_feat: 8.4512300491333 (8.4512300491333) | > loss_mel: 15.895041465759277 (15.895041465759277) | > loss_duration: 1.738436222076416 (1.738436222076416) | > loss_1: 30.709280014038086 (30.709280014038086)  --> STEP: 1 | > loss_disc: 2.2834694385528564 (2.2834694385528564) | > loss_disc_real_0: 0.14302217960357666 (0.14302217960357666) | > loss_disc_real_1: 0.18425247073173523 (0.18425247073173523) | > loss_disc_real_2: 0.1723679006099701 (0.1723679006099701) | > loss_disc_real_3: 0.23773354291915894 (0.23773354291915894) | > loss_disc_real_4: 0.23064295947551727 (0.23064295947551727) | > loss_disc_real_5: 0.2427520602941513 (0.2427520602941513) | > loss_0: 2.2834694385528564 (2.2834694385528564) | > loss_gen: 2.6332314014434814 (2.6332314014434814) | > loss_kl: 1.9930468797683716 (1.9930468797683716) | > loss_feat: 7.553473949432373 (7.553473949432373) | > loss_mel: 14.841642379760742 (14.841642379760742) | > loss_duration: 1.8246583938598633 (1.8246583938598633) | > loss_1: 28.846054077148438 (28.846054077148438)  --> STEP: 2 | > loss_disc: 2.1492276191711426 (2.2163485288619995) | > loss_disc_real_0: 0.14586453139781952 (0.1444433555006981) | > loss_disc_real_1: 0.17755427956581116 (0.1809033751487732) | > loss_disc_real_2: 0.16966915130615234 (0.17101852595806122) | > loss_disc_real_3: 0.21644927561283112 (0.22709140926599503) | > loss_disc_real_4: 0.22881485521793365 (0.22972890734672546) | > loss_disc_real_5: 0.22776030004024506 (0.23525618016719818) | > loss_0: 2.1492276191711426 (2.2163485288619995) | > loss_gen: 2.8133578300476074 (2.7232946157455444) | > loss_kl: 2.0208706855773926 (2.006958782672882) | > loss_feat: 8.347635269165039 (7.950554609298706) | > loss_mel: 16.487159729003906 (15.664401054382324) | > loss_duration: 1.8570395708084106 (1.840848982334137) | > loss_1: 31.526063919067383 (30.18605899810791)  --> STEP: 3 | > loss_disc: 2.3052892684936523 (2.2459954420725503) | > loss_disc_real_0: 0.14243938028812408 (0.14377536376317343) | > loss_disc_real_1: 0.19611014425754547 (0.1859722981850306) | > loss_disc_real_2: 0.18206578493118286 (0.17470094561576843) | > loss_disc_real_3: 0.241762176156044 (0.23198166489601135) | > loss_disc_real_4: 0.21926212310791016 (0.22623997926712036) | > loss_disc_real_5: 0.22614270448684692 (0.23221835494041443) | > loss_0: 2.3052892684936523 (2.2459954420725503) | > loss_gen: 2.530446767807007 (2.6590119997660318) | > loss_kl: 1.975210428237915 (1.9963759978612263) | > loss_feat: 7.80558967590332 (7.902232964833577) | > loss_mel: 15.133605003356934 (15.487469037373861) | > loss_duration: 1.8556151390075684 (1.845771034558614) | > loss_1: 29.30046844482422 (29.890862147013348)  --> STEP: 4 | > loss_disc: 2.214399814605713 (2.238096535205841) | > loss_disc_real_0: 0.12533316016197205 (0.13916481286287308) | > loss_disc_real_1: 0.18662431836128235 (0.18613530322909355) | > loss_disc_real_2: 0.19091646373271942 (0.17875482514500618) | > loss_disc_real_3: 0.21394766867160797 (0.2274731658399105) | > loss_disc_real_4: 0.18702411651611328 (0.2164360135793686) | > loss_disc_real_5: 0.23134273290634155 (0.2319994494318962) | > loss_0: 2.214399814605713 (2.238096535205841) | > loss_gen: 2.627352237701416 (2.651097059249878) | > loss_kl: 1.8539369106292725 (1.960766226053238) | > loss_feat: 8.166590690612793 (7.968322396278381) | > loss_mel: 14.690038681030273 (15.288111448287964) | > loss_duration: 1.798058032989502 (1.833842784166336) | > loss_1: 29.135976791381836 (29.70214080810547) --> EVAL PERFORMANCE | > avg_loader_time: 0.2988129258155823 (+0.009325623512268066) | > avg_loss_disc: 2.238096535205841 (+0.0018771886825561523) | > avg_loss_disc_real_0: 0.13916481286287308 (+0.029889386147260666) | > avg_loss_disc_real_1: 0.18613530322909355 (+0.0025885924696922302) | > avg_loss_disc_real_2: 0.17875482514500618 (+0.009238306432962418) | > avg_loss_disc_real_3: 0.2274731658399105 (+0.04567511007189751) | > avg_loss_disc_real_4: 0.2164360135793686 (-0.024398252367973328) | > avg_loss_disc_real_5: 0.2319994494318962 (+0.04207314923405647) | > avg_loss_0: 2.238096535205841 (+0.0018771886825561523) | > avg_loss_gen: 2.651097059249878 (+0.18042874336242676) | > avg_loss_kl: 1.960766226053238 (-0.05182608962059021) | > avg_loss_feat: 7.968322396278381 (-0.8594564199447632) | > avg_loss_mel: 15.288111448287964 (-0.24401259422302246) | > avg_loss_duration: 1.833842784166336 (+0.025616466999053955) | > avg_loss_1: 29.70214080810547 (-0.9492487907409668)  > EPOCH: 12/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 15:33:25)   --> TIME: 2025-05-08 15:33:59 -- STEP: 37/725 -- GLOBAL_STEP: 54600 | > loss_disc: 2.4096827507019043 (2.212315320968628) | > loss_disc_real_0: 0.16562862694263458 (0.13414074460396896) | > loss_disc_real_1: 0.1878359466791153 (0.19407597184181213) | > loss_disc_real_2: 0.20238277316093445 (0.19160332671693853) | > loss_disc_real_3: 0.17800915241241455 (0.20072723079372096) | > loss_disc_real_4: 0.17344141006469727 (0.19805049010225245) | > loss_disc_real_5: 0.18551898002624512 (0.20580075600662748) | > loss_0: 2.4096827507019043 (2.212315320968628) | > grad_norm_0: tensor(17.3567, device='cuda:0') (tensor(33.6125, device='cuda:0')) | > loss_gen: 2.2974658012390137 (2.7793126170699662) | > loss_kl: 1.7760529518127441 (1.8587963967709928) | > loss_feat: 6.58381986618042 (8.54802126497836) | > loss_mel: 11.333401679992676 (14.508855793927166) | > loss_duration: 1.7772021293640137 (1.7866684069504608) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.7679443359375 (29.481654399150127) | > grad_norm_1: tensor(871.1805, device='cuda:0') (tensor(1114.3970, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8749 (0.8474670423043741) | > loader_time: 0.0107 (0.010462039225810283)  --> TIME: 2025-05-08 15:34:42 -- STEP: 87/725 -- GLOBAL_STEP: 54650 | > loss_disc: 2.320329189300537 (2.220223163736278) | > loss_disc_real_0: 0.33844834566116333 (0.1379115935200932) | > loss_disc_real_1: 0.18122708797454834 (0.1952686945254775) | > loss_disc_real_2: 0.17346042394638062 (0.19443172867270722) | > loss_disc_real_3: 0.22455710172653198 (0.20059295015773554) | > loss_disc_real_4: 0.22159835696220398 (0.19965799837961964) | > loss_disc_real_5: 0.22842416167259216 (0.20436196834191508) | > loss_0: 2.320329189300537 (2.220223163736278) | > grad_norm_0: tensor(106.2477, device='cuda:0') (tensor(39.8184, device='cuda:0')) | > loss_gen: 3.0588090419769287 (2.7813334903497813) | > loss_kl: 1.6026338338851929 (1.8146102606565102) | > loss_feat: 8.536900520324707 (8.459226822030963) | > loss_mel: 15.333895683288574 (14.41034072569047) | > loss_duration: 1.760129451751709 (1.78928734242231) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.292369842529297 (29.25479860415404) | > grad_norm_1: tensor(381.0793, device='cuda:0') (tensor(1022.3303, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8354 (0.8497792687909357) | > loader_time: 0.0097 (0.01009999472519447)  --> TIME: 2025-05-08 15:35:25 -- STEP: 137/725 -- GLOBAL_STEP: 54700 | > loss_disc: 2.1187236309051514 (2.206069332839799) | > loss_disc_real_0: 0.13665097951889038 (0.13187002031690012) | > loss_disc_real_1: 0.18900859355926514 (0.19638468901606368) | > loss_disc_real_2: 0.17740675806999207 (0.19440467209711562) | > loss_disc_real_3: 0.1881745159626007 (0.19951107956632208) | > loss_disc_real_4: 0.1911318302154541 (0.19920681416988373) | > loss_disc_real_5: 0.17744748294353485 (0.20228326668704513) | > loss_0: 2.1187236309051514 (2.206069332839799) | > grad_norm_0: tensor(29.2839, device='cuda:0') (tensor(36.7424, device='cuda:0')) | > loss_gen: 2.9282331466674805 (2.7970657122396205) | > loss_kl: 1.925877571105957 (1.8087523888497457) | > loss_feat: 8.680793762207031 (8.512005054167592) | > loss_mel: 13.705507278442383 (14.51055394471997) | > loss_duration: 1.7721143960952759 (1.7881499642003191) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.012527465820312 (29.416526989345133) | > grad_norm_1: tensor(1080.5243, device='cuda:0') (tensor(958.5584, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8144 (0.8494702795126142) | > loader_time: 0.0091 (0.010091576262982222)  --> TIME: 2025-05-08 15:36:08 -- STEP: 187/725 -- GLOBAL_STEP: 54750 | > loss_disc: 2.324270486831665 (2.2043060701798627) | > loss_disc_real_0: 0.1858075112104416 (0.13093296617747616) | > loss_disc_real_1: 0.22154362499713898 (0.19690563948077955) | > loss_disc_real_2: 0.19769282639026642 (0.19525290738771306) | > loss_disc_real_3: 0.18866989016532898 (0.19910850483465953) | > loss_disc_real_4: 0.20680516958236694 (0.19961421709647154) | > loss_disc_real_5: 0.2328820377588272 (0.20149807878994042) | > loss_0: 2.324270486831665 (2.2043060701798627) | > grad_norm_0: tensor(67.1497, device='cuda:0') (tensor(37.2573, device='cuda:0')) | > loss_gen: 2.6310229301452637 (2.79821794683283) | > loss_kl: 1.8872298002243042 (1.8156119113299936) | > loss_feat: 8.11195182800293 (8.511710671817562) | > loss_mel: 13.585439682006836 (14.424065605204373) | > loss_duration: 1.8290600776672363 (1.788808169849416) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.04470443725586 (29.338414227898745) | > grad_norm_1: tensor(1281.4978, device='cuda:0') (tensor(937.3289, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8758 (0.8495373521896608) | > loader_time: 0.0112 (0.010178512430446037)  --> TIME: 2025-05-08 15:36:52 -- STEP: 237/725 -- GLOBAL_STEP: 54800 | > loss_disc: 2.143498420715332 (2.2063237509144016) | > loss_disc_real_0: 0.1045038029551506 (0.130203435661169) | > loss_disc_real_1: 0.1856357753276825 (0.19705312859408466) | > loss_disc_real_2: 0.22040650248527527 (0.1960656475668718) | > loss_disc_real_3: 0.22858816385269165 (0.19895705222329002) | > loss_disc_real_4: 0.19851617515087128 (0.19975059193397876) | > loss_disc_real_5: 0.2218065708875656 (0.20169935831289246) | > loss_0: 2.143498420715332 (2.2063237509144016) | > grad_norm_0: tensor(54.5631, device='cuda:0') (tensor(36.2423, device='cuda:0')) | > loss_gen: 2.9377593994140625 (2.7933528282471345) | > loss_kl: 1.8694641590118408 (1.821159417619182) | > loss_feat: 9.176410675048828 (8.496913757002305) | > loss_mel: 15.656404495239258 (14.387121667338826) | > loss_duration: 1.7918391227722168 (1.7872359762714884) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.43187713623047 (29.285783630886158) | > grad_norm_1: tensor(991.4766, device='cuda:0') (tensor(933.3880, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8184 (0.8503084011721712) | > loader_time: 0.0091 (0.01021628339582355)  --> TIME: 2025-05-08 15:37:35 -- STEP: 287/725 -- GLOBAL_STEP: 54850 | > loss_disc: 2.048006057739258 (2.2082419050695186) | > loss_disc_real_0: 0.11419223248958588 (0.13096795212931744) | > loss_disc_real_1: 0.16476871073246002 (0.19694581503236752) | > loss_disc_real_2: 0.1740361750125885 (0.1960541018210222) | > loss_disc_real_3: 0.16907590627670288 (0.19904782708721291) | > loss_disc_real_4: 0.1499125063419342 (0.2001067207353871) | > loss_disc_real_5: 0.17837703227996826 (0.201947032314975) | > loss_0: 2.048006057739258 (2.2082419050695186) | > grad_norm_0: tensor(58.4619, device='cuda:0') (tensor(37.7456, device='cuda:0')) | > loss_gen: 3.025599956512451 (2.789276984510521) | > loss_kl: 1.8121908903121948 (1.819166296865882) | > loss_feat: 9.889927864074707 (8.473254057588477) | > loss_mel: 16.211715698242188 (14.37567021373257) | > loss_duration: 1.8252710103988647 (1.7871355246168397) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.764705657958984 (29.244503054469305) | > grad_norm_1: tensor(1589.4568, device='cuda:0') (tensor(1007.4187, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.7901 (0.8513354872992647) | > loader_time: 0.0109 (0.010210889557097435)  --> TIME: 2025-05-08 15:38:18 -- STEP: 337/725 -- GLOBAL_STEP: 54900 | > loss_disc: 2.133784770965576 (2.2127583893541076) | > loss_disc_real_0: 0.12912854552268982 (0.13263247763456137) | > loss_disc_real_1: 0.17068637907505035 (0.19699408003413713) | > loss_disc_real_2: 0.20970435440540314 (0.19625831808817493) | > loss_disc_real_3: 0.19172321259975433 (0.19927676039739609) | > loss_disc_real_4: 0.20891521871089935 (0.19983241930382895) | > loss_disc_real_5: 0.1913887858390808 (0.20297409655962917) | > loss_0: 2.133784770965576 (2.2127583893541076) | > grad_norm_0: tensor(23.3310, device='cuda:0') (tensor(38.4142, device='cuda:0')) | > loss_gen: 2.780768871307373 (2.7815950787032024) | > loss_kl: 1.9694291353225708 (1.8235793050035878) | > loss_feat: 8.715069770812988 (8.45044250233591) | > loss_mel: 15.328302383422852 (14.358969603518704) | > loss_duration: 1.7656614780426025 (1.7844108633188536) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.559232711791992 (29.19899734474431) | > grad_norm_1: tensor(1153.3998, device='cuda:0') (tensor(1016.3829, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8567 (0.8507816515619752) | > loader_time: 0.0105 (0.010228684818709288)  --> TIME: 2025-05-08 15:39:02 -- STEP: 387/725 -- GLOBAL_STEP: 54950 | > loss_disc: 2.2301411628723145 (2.214525032105066) | > loss_disc_real_0: 0.11270636320114136 (0.13335124620787536) | > loss_disc_real_1: 0.18206989765167236 (0.19688749486623808) | > loss_disc_real_2: 0.1869901716709137 (0.19630765279596166) | > loss_disc_real_3: 0.19085624814033508 (0.19911031652174566) | > loss_disc_real_4: 0.17275327444076538 (0.19998398719677937) | > loss_disc_real_5: 0.23501768708229065 (0.20337290711489137) | > loss_0: 2.2301411628723145 (2.214525032105066) | > grad_norm_0: tensor(40.1596, device='cuda:0') (tensor(38.8775, device='cuda:0')) | > loss_gen: 2.686594247817993 (2.7805280081677495) | > loss_kl: 1.9095501899719238 (1.8253962737953324) | > loss_feat: 8.511606216430664 (8.445012605159487) | > loss_mel: 14.176619529724121 (14.365580245813966) | > loss_duration: 1.867889642715454 (1.7837180583051933) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.152257919311523 (29.20023515489366) | > grad_norm_1: tensor(1144.5564, device='cuda:0') (tensor(1003.7124, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8529 (0.8522563646006033) | > loader_time: 0.0097 (0.010286155597184056)  --> TIME: 2025-05-08 15:39:45 -- STEP: 437/725 -- GLOBAL_STEP: 55000 | > loss_disc: 2.0925862789154053 (2.215202456480852) | > loss_disc_real_0: 0.07952740788459778 (0.13387371683216187) | > loss_disc_real_1: 0.1752336323261261 (0.19707877200855542) | > loss_disc_real_2: 0.19039340317249298 (0.19657226261476085) | > loss_disc_real_3: 0.18017201125621796 (0.19899693605419702) | > loss_disc_real_4: 0.2034202367067337 (0.19980628307678608) | > loss_disc_real_5: 0.21177023649215698 (0.20321955823380008) | > loss_0: 2.0925862789154053 (2.215202456480852) | > grad_norm_0: tensor(20.9538, device='cuda:0') (tensor(39.2862, device='cuda:0')) | > loss_gen: 2.9501473903656006 (2.7818110551113935) | > loss_kl: 1.9969812631607056 (1.831099573752973) | > loss_feat: 9.547983169555664 (8.453798561401731) | > loss_mel: 14.915237426757812 (14.384168321535299) | > loss_duration: 1.7323064804077148 (1.7827570342908463) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.142654418945312 (29.23363450790161) | > grad_norm_1: tensor(819.9505, device='cuda:0') (tensor(999.5537, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.9036 (0.8518609760555034) | > loader_time: 0.0096 (0.010275646532700319) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_55000.pth  --> TIME: 2025-05-08 15:40:31 -- STEP: 487/725 -- GLOBAL_STEP: 55050 | > loss_disc: 2.2764554023742676 (2.2182069808795464) | > loss_disc_real_0: 0.13660787045955658 (0.13497320017959036) | > loss_disc_real_1: 0.18606457114219666 (0.19699796107148243) | > loss_disc_real_2: 0.2085077464580536 (0.19672039463289953) | > loss_disc_real_3: 0.20243023335933685 (0.19904051292725905) | > loss_disc_real_4: 0.18743667006492615 (0.20022481817606783) | > loss_disc_real_5: 0.22667887806892395 (0.20349300079032376) | > loss_0: 2.2764554023742676 (2.2182069808795464) | > grad_norm_0: tensor(37.0338, device='cuda:0') (tensor(39.1833, device='cuda:0')) | > loss_gen: 2.677556276321411 (2.7741244392473345) | > loss_kl: 1.818771243095398 (1.8337447773014985) | > loss_feat: 7.938516139984131 (8.420541368715595) | > loss_mel: 12.929816246032715 (14.349129226418247) | > loss_duration: 1.775923490524292 (1.7824753513081608) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.140583038330078 (29.16001509445159) | > grad_norm_1: tensor(608.8673, device='cuda:0') (tensor(997.4923, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8069 (0.8520921833461317) | > loader_time: 0.0103 (0.010248791755347281)  --> TIME: 2025-05-08 15:41:15 -- STEP: 537/725 -- GLOBAL_STEP: 55100 | > loss_disc: 2.1720526218414307 (2.219519479980682) | > loss_disc_real_0: 0.18769443035125732 (0.13569397426572793) | > loss_disc_real_1: 0.200216606259346 (0.19679255358999673) | > loss_disc_real_2: 0.17883752286434174 (0.1964101319095498) | > loss_disc_real_3: 0.18537403643131256 (0.19918189543252554) | > loss_disc_real_4: 0.19167867302894592 (0.20049243890706386) | > loss_disc_real_5: 0.1862064152956009 (0.2040421251811128) | > loss_0: 2.1720526218414307 (2.219519479980682) | > grad_norm_0: tensor(60.4379, device='cuda:0') (tensor(39.0672, device='cuda:0')) | > loss_gen: 2.9173836708068848 (2.7694322836465672) | > loss_kl: 1.8350456953048706 (1.834280189189165) | > loss_feat: 8.908367156982422 (8.408197869135702) | > loss_mel: 14.795438766479492 (14.34922390587947) | > loss_duration: 1.8021208047866821 (1.7815827515316187) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.25835609436035 (29.142716938778896) | > grad_norm_1: tensor(1047.8264, device='cuda:0') (tensor(991.8347, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8397 (0.8520192953461377) | > loader_time: 0.0092 (0.010260121116425071)  --> TIME: 2025-05-08 15:41:58 -- STEP: 587/725 -- GLOBAL_STEP: 55150 | > loss_disc: 2.2531580924987793 (2.2181193028438644) | > loss_disc_real_0: 0.1400245577096939 (0.13550400652714825) | > loss_disc_real_1: 0.19568295776844025 (0.19679646023899777) | > loss_disc_real_2: 0.1918434202671051 (0.19641609015212963) | > loss_disc_real_3: 0.22405509650707245 (0.19897114687315254) | > loss_disc_real_4: 0.21751290559768677 (0.20037425554387614) | > loss_disc_real_5: 0.2097928822040558 (0.20374766379290182) | > loss_0: 2.2531580924987793 (2.2181193028438644) | > grad_norm_0: tensor(30.7844, device='cuda:0') (tensor(39.0096, device='cuda:0')) | > loss_gen: 2.7161011695861816 (2.7718909310725923) | > loss_kl: 1.813891053199768 (1.8285171404810943) | > loss_feat: 7.656931400299072 (8.418191229058303) | > loss_mel: 12.906612396240234 (14.360604115604746) | > loss_duration: 1.7363741397857666 (1.7803609779380656) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.82990837097168 (29.15956433180853) | > grad_norm_1: tensor(1198.0010, device='cuda:0') (tensor(987.8729, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8751 (0.8521700717724566) | > loader_time: 0.0097 (0.010234272256620493)  --> TIME: 2025-05-08 15:42:42 -- STEP: 637/725 -- GLOBAL_STEP: 55200 | > loss_disc: 2.19099497795105 (2.2189984009067536) | > loss_disc_real_0: 0.11928274482488632 (0.1352720395011278) | > loss_disc_real_1: 0.20839592814445496 (0.19720203924216498) | > loss_disc_real_2: 0.1788538545370102 (0.19654727707290942) | > loss_disc_real_3: 0.24285782873630524 (0.199061308050268) | > loss_disc_real_4: 0.2124282270669937 (0.2003999124142215) | > loss_disc_real_5: 0.24749329686164856 (0.2037242029090318) | > loss_0: 2.19099497795105 (2.2189984009067536) | > grad_norm_0: tensor(39.9907, device='cuda:0') (tensor(38.3279, device='cuda:0')) | > loss_gen: 3.093116044998169 (2.7728565120996453) | > loss_kl: 1.9315482378005981 (1.8254887277327676) | > loss_feat: 9.214558601379395 (8.410026128101219) | > loss_mel: 15.265235900878906 (14.348811664611242) | > loss_duration: 1.7271982431411743 (1.779215366537193) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.231657028198242 (29.13639836633224) | > grad_norm_1: tensor(1101.2410, device='cuda:0') (tensor(975.0339, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8403 (0.8530048171242511) | > loader_time: 0.0095 (0.010224317643481485)  --> TIME: 2025-05-08 15:43:25 -- STEP: 687/725 -- GLOBAL_STEP: 55250 | > loss_disc: 2.267984628677368 (2.2175520811191993) | > loss_disc_real_0: 0.11788177490234375 (0.1346341726387777) | > loss_disc_real_1: 0.20009025931358337 (0.19733351015714917) | > loss_disc_real_2: 0.19244104623794556 (0.19641914031044017) | > loss_disc_real_3: 0.204040065407753 (0.19910483773705576) | > loss_disc_real_4: 0.18304498493671417 (0.20033687201302827) | > loss_disc_real_5: 0.1710452437400818 (0.20317919497016224) | > loss_0: 2.267984628677368 (2.2175520811191993) | > grad_norm_0: tensor(27.8955, device='cuda:0') (tensor(38.1020, device='cuda:0')) | > loss_gen: 2.7050366401672363 (2.774528995872066) | > loss_kl: 1.8525856733322144 (1.826983913584047) | > loss_feat: 8.00681209564209 (8.422452925941673) | > loss_mel: 13.641084671020508 (14.370260116488305) | > loss_duration: 1.7916045188903809 (1.7788171096660164) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.99712371826172 (29.17304302754187) | > grad_norm_1: tensor(1028.1708, device='cuda:0') (tensor(968.1114, device='cuda:0')) | > current_lr_0: 0.0001997002061640866 | > current_lr_1: 0.0001997002061640866 | > step_time: 0.8752 (0.8526480562301699) | > loader_time: 0.01 (0.010192246763293224)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1182079315185547 (2.1182079315185547) | > loss_disc_real_0: 0.11840540915727615 (0.11840540915727615) | > loss_disc_real_1: 0.1640598177909851 (0.1640598177909851) | > loss_disc_real_2: 0.14493617415428162 (0.14493617415428162) | > loss_disc_real_3: 0.21164388954639435 (0.21164388954639435) | > loss_disc_real_4: 0.1958228051662445 (0.1958228051662445) | > loss_disc_real_5: 0.224767804145813 (0.224767804145813) | > loss_0: 2.1182079315185547 (2.1182079315185547) | > loss_gen: 2.609379768371582 (2.609379768371582) | > loss_kl: 2.051814079284668 (2.051814079284668) | > loss_feat: 9.704122543334961 (9.704122543334961) | > loss_mel: 16.85972023010254 (16.85972023010254) | > loss_duration: 1.7076829671859741 (1.7076829671859741) | > loss_1: 32.93272018432617 (32.93272018432617)  --> STEP: 1 | > loss_disc: 2.253880739212036 (2.253880739212036) | > loss_disc_real_0: 0.12771998345851898 (0.12771998345851898) | > loss_disc_real_1: 0.19486841559410095 (0.19486841559410095) | > loss_disc_real_2: 0.15287597477436066 (0.15287597477436066) | > loss_disc_real_3: 0.21715644001960754 (0.21715644001960754) | > loss_disc_real_4: 0.1925903558731079 (0.1925903558731079) | > loss_disc_real_5: 0.2266365885734558 (0.2266365885734558) | > loss_0: 2.253880739212036 (2.253880739212036) | > loss_gen: 2.455693006515503 (2.455693006515503) | > loss_kl: 1.8285428285598755 (1.8285428285598755) | > loss_feat: 7.281765937805176 (7.281765937805176) | > loss_mel: 14.171792984008789 (14.171792984008789) | > loss_duration: 1.796936273574829 (1.796936273574829) | > loss_1: 27.53472900390625 (27.53472900390625)  --> STEP: 2 | > loss_disc: 2.2336504459381104 (2.2437655925750732) | > loss_disc_real_0: 0.13765676319599152 (0.13268837332725525) | > loss_disc_real_1: 0.16934937238693237 (0.18210889399051666) | > loss_disc_real_2: 0.16061826050281525 (0.15674711763858795) | > loss_disc_real_3: 0.2044152021408081 (0.21078582108020782) | > loss_disc_real_4: 0.20421476662158966 (0.19840256124734879) | > loss_disc_real_5: 0.2691783308982849 (0.24790745973587036) | > loss_0: 2.2336504459381104 (2.2437655925750732) | > loss_gen: 2.581087112426758 (2.5183900594711304) | > loss_kl: 1.8247531652450562 (1.8266479969024658) | > loss_feat: 7.850557804107666 (7.566161870956421) | > loss_mel: 14.786808013916016 (14.479300498962402) | > loss_duration: 1.8216547966003418 (1.8092955350875854) | > loss_1: 28.8648624420166 (28.199795722961426)  --> STEP: 3 | > loss_disc: 2.2360780239105225 (2.2412030696868896) | > loss_disc_real_0: 0.13465163111686707 (0.1333427925904592) | > loss_disc_real_1: 0.18664059042930603 (0.18361945947011313) | > loss_disc_real_2: 0.15726545453071594 (0.15691989660263062) | > loss_disc_real_3: 0.22130843997001648 (0.21429336071014404) | > loss_disc_real_4: 0.19529101252555847 (0.19736537834008536) | > loss_disc_real_5: 0.26416313648223877 (0.2533260186513265) | > loss_0: 2.2360780239105225 (2.2412030696868896) | > loss_gen: 2.540585994720459 (2.5257887045542398) | > loss_kl: 1.8819352388381958 (1.8450770775477092) | > loss_feat: 7.829640865325928 (7.653988202412923) | > loss_mel: 14.562582969665527 (14.507061322530111) | > loss_duration: 1.810300350189209 (1.8096304734547932) | > loss_1: 28.625045776367188 (28.341545740763348)  --> STEP: 4 | > loss_disc: 2.1329710483551025 (2.214145064353943) | > loss_disc_real_0: 0.12898997962474823 (0.13225458934903145) | > loss_disc_real_1: 0.17109185457229614 (0.18048755824565887) | > loss_disc_real_2: 0.1423369199037552 (0.15327415242791176) | > loss_disc_real_3: 0.19878605008125305 (0.2104165330529213) | > loss_disc_real_4: 0.1658942699432373 (0.18949760124087334) | > loss_disc_real_5: 0.28175613284111023 (0.26043354719877243) | > loss_0: 2.1329710483551025 (2.214145064353943) | > loss_gen: 2.7511003017425537 (2.5821166038513184) | > loss_kl: 2.043168783187866 (1.8946000039577484) | > loss_feat: 8.703394889831543 (7.916339874267578) | > loss_mel: 15.403704643249512 (14.731222152709961) | > loss_duration: 1.7835289239883423 (1.8031050860881805) | > loss_1: 30.684898376464844 (28.92738389968872) --> EVAL PERFORMANCE | > avg_loader_time: 0.3404906988143921 (+0.041677772998809814) | > avg_loss_disc: 2.214145064353943 (-0.023951470851898193) | > avg_loss_disc_real_0: 0.13225458934903145 (-0.006910223513841629) | > avg_loss_disc_real_1: 0.18048755824565887 (-0.005647744983434677) | > avg_loss_disc_real_2: 0.15327415242791176 (-0.02548067271709442) | > avg_loss_disc_real_3: 0.2104165330529213 (-0.017056632786989212) | > avg_loss_disc_real_4: 0.18949760124087334 (-0.026938412338495255) | > avg_loss_disc_real_5: 0.26043354719877243 (+0.02843409776687622) | > avg_loss_0: 2.214145064353943 (-0.023951470851898193) | > avg_loss_gen: 2.5821166038513184 (-0.06898045539855957) | > avg_loss_kl: 1.8946000039577484 (-0.0661662220954895) | > avg_loss_feat: 7.916339874267578 (-0.05198252201080322) | > avg_loss_mel: 14.731222152709961 (-0.5568892955780029) | > avg_loss_duration: 1.8031050860881805 (-0.030737698078155518) | > avg_loss_1: 28.92738389968872 (-0.774756908416748)  > EPOCH: 13/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 15:44:04)   --> TIME: 2025-05-08 15:44:17 -- STEP: 12/725 -- GLOBAL_STEP: 55300 | > loss_disc: 2.2556958198547363 (2.258362293243408) | > loss_disc_real_0: 0.15933048725128174 (0.1415628536293904) | > loss_disc_real_1: 0.20844267308712006 (0.1991327479481697) | > loss_disc_real_2: 0.21010668575763702 (0.20137906447052956) | > loss_disc_real_3: 0.21748889982700348 (0.19821076219280562) | > loss_disc_real_4: 0.1967839151620865 (0.20849312345186868) | > loss_disc_real_5: 0.19504284858703613 (0.20804940909147263) | > loss_0: 2.2556958198547363 (2.258362293243408) | > grad_norm_0: tensor(44.1896, device='cuda:0') (tensor(31.0474, device='cuda:0')) | > loss_gen: 2.7495765686035156 (2.691742420196533) | > loss_kl: 1.9026886224746704 (1.8388079106807709) | > loss_feat: 8.093399047851562 (7.822599132855733) | > loss_mel: 14.01862621307373 (13.776076316833496) | > loss_duration: 1.8164737224578857 (1.7765079240004222) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.58076286315918 (27.905733744303387) | > grad_norm_1: tensor(1544.9034, device='cuda:0') (tensor(1083.5718, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8522 (0.8316135406494141) | > loader_time: 0.0121 (0.011526902516682943)  --> TIME: 2025-05-08 15:45:01 -- STEP: 62/725 -- GLOBAL_STEP: 55350 | > loss_disc: 2.4451606273651123 (2.2009833416631155) | > loss_disc_real_0: 0.11151691526174545 (0.13056661224653637) | > loss_disc_real_1: 0.17942991852760315 (0.1963839502103867) | > loss_disc_real_2: 0.22374221682548523 (0.19649140464682732) | > loss_disc_real_3: 0.21307812631130219 (0.19718500683384557) | > loss_disc_real_4: 0.19531911611557007 (0.20006353768610186) | > loss_disc_real_5: 0.16885541379451752 (0.199990559249155) | > loss_0: 2.4451606273651123 (2.2009833416631155) | > grad_norm_0: tensor(40.6561, device='cuda:0') (tensor(34.7271, device='cuda:0')) | > loss_gen: 2.439868211746216 (2.7777160175385016) | > loss_kl: 1.7227659225463867 (1.833501148608423) | > loss_feat: 7.8465895652771 (8.462424562823388) | > loss_mel: 13.843133926391602 (14.35911213967108) | > loss_duration: 1.8044787645339966 (1.770543994442109) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.656837463378906 (29.20329798421552) | > grad_norm_1: tensor(160.9548, device='cuda:0') (tensor(955.8544, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.844 (0.853651019834703) | > loader_time: 0.0105 (0.011332792620505057)  --> TIME: 2025-05-08 15:45:44 -- STEP: 112/725 -- GLOBAL_STEP: 55400 | > loss_disc: 2.22961163520813 (2.199667277080673) | > loss_disc_real_0: 0.10995298624038696 (0.12855103671816842) | > loss_disc_real_1: 0.17420916259288788 (0.1972168871600713) | > loss_disc_real_2: 0.19872744381427765 (0.19561523052730728) | > loss_disc_real_3: 0.1892929971218109 (0.19846687053463286) | > loss_disc_real_4: 0.20938614010810852 (0.20027748814650945) | > loss_disc_real_5: 0.21190133690834045 (0.20117448190493242) | > loss_0: 2.22961163520813 (2.199667277080673) | > grad_norm_0: tensor(43.3097, device='cuda:0') (tensor(35.0491, device='cuda:0')) | > loss_gen: 2.72222638130188 (2.8031109614031657) | > loss_kl: 1.8991901874542236 (1.84079360216856) | > loss_feat: 8.849526405334473 (8.551852890423367) | > loss_mel: 14.567117691040039 (14.464023675237383) | > loss_duration: 1.790827751159668 (1.776843039052827) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.828887939453125 (29.436624220439366) | > grad_norm_1: tensor(1514.6644, device='cuda:0') (tensor(941.8474, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8416 (0.8554751851728984) | > loader_time: 0.0105 (0.010912175689424788)  --> TIME: 2025-05-08 15:46:28 -- STEP: 162/725 -- GLOBAL_STEP: 55450 | > loss_disc: 2.303004503250122 (2.206708039766478) | > loss_disc_real_0: 0.13048869371414185 (0.12978507334619394) | > loss_disc_real_1: 0.18100352585315704 (0.198242813900665) | > loss_disc_real_2: 0.20297719538211823 (0.19691959832921443) | > loss_disc_real_3: 0.18754513561725616 (0.19795528008246127) | > loss_disc_real_4: 0.23963157832622528 (0.19975313470687395) | > loss_disc_real_5: 0.21840618550777435 (0.2010835219680527) | > loss_0: 2.303004503250122 (2.206708039766478) | > grad_norm_0: tensor(19.5270, device='cuda:0') (tensor(36.7408, device='cuda:0')) | > loss_gen: 2.6107635498046875 (2.7906600178023915) | > loss_kl: 1.8117644786834717 (1.8578547349682561) | > loss_feat: 7.391454696655273 (8.48638206352423) | > loss_mel: 12.76288890838623 (14.368944315262782) | > loss_duration: 1.7539349794387817 (1.779946149867258) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.330806732177734 (29.283787303500706) | > grad_norm_1: tensor(670.2673, device='cuda:0') (tensor(922.1539, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8309 (0.8553088609083199) | > loader_time: 0.0113 (0.010719041765472035)  --> TIME: 2025-05-08 15:47:12 -- STEP: 212/725 -- GLOBAL_STEP: 55500 | > loss_disc: 2.059549331665039 (2.2123952052503273) | > loss_disc_real_0: 0.10341561585664749 (0.13105014233656653) | > loss_disc_real_1: 0.2170497328042984 (0.19872244735652544) | > loss_disc_real_2: 0.1885850727558136 (0.19741426056848382) | > loss_disc_real_3: 0.18180608749389648 (0.1984657141959892) | > loss_disc_real_4: 0.1893126666545868 (0.20030598869582392) | > loss_disc_real_5: 0.21444903314113617 (0.20143756326639428) | > loss_0: 2.059549331665039 (2.2123952052503273) | > grad_norm_0: tensor(14.9058, device='cuda:0') (tensor(37.0745, device='cuda:0')) | > loss_gen: 3.1548662185668945 (2.785541560289995) | > loss_kl: 1.8273289203643799 (1.8578329918519505) | > loss_feat: 9.811744689941406 (8.474149886167275) | > loss_mel: 15.16126537322998 (14.369153729024923) | > loss_duration: 1.786550760269165 (1.780492883808208) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.74175453186035 (29.267171121993155) | > grad_norm_1: tensor(861.2975, device='cuda:0') (tensor(954.4106, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8658 (0.860116904636599) | > loader_time: 0.0101 (0.010626754670772915)  --> TIME: 2025-05-08 15:47:56 -- STEP: 262/725 -- GLOBAL_STEP: 55550 | > loss_disc: 2.2988779544830322 (2.2102018872290157) | > loss_disc_real_0: 0.18840061128139496 (0.13061699094890641) | > loss_disc_real_1: 0.19932250678539276 (0.19890424757058384) | > loss_disc_real_2: 0.2264297753572464 (0.19700761702451997) | > loss_disc_real_3: 0.2190099060535431 (0.19831605830037866) | > loss_disc_real_4: 0.1878969967365265 (0.19994041994782805) | > loss_disc_real_5: 0.2253330498933792 (0.2015228276034348) | > loss_0: 2.2988779544830322 (2.2102018872290157) | > grad_norm_0: tensor(61.9339, device='cuda:0') (tensor(36.7132, device='cuda:0')) | > loss_gen: 2.6319165229797363 (2.7873487709132774) | > loss_kl: 1.8757573366165161 (1.863500133725523) | > loss_feat: 6.999969482421875 (8.466139194619561) | > loss_mel: 13.138389587402344 (14.375316816431875) | > loss_duration: 1.764480471611023 (1.781112517109354) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.410512924194336 (29.273417509239138) | > grad_norm_1: tensor(881.8517, device='cuda:0') (tensor(948.1769, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8968 (0.8593223031240566) | > loader_time: 0.01 (0.010649428112816266)  --> TIME: 2025-05-08 15:48:39 -- STEP: 312/725 -- GLOBAL_STEP: 55600 | > loss_disc: 2.0652084350585938 (2.21470000843207) | > loss_disc_real_0: 0.19156908988952637 (0.13330262190160838) | > loss_disc_real_1: 0.20872604846954346 (0.1985058438701508) | > loss_disc_real_2: 0.1995961219072342 (0.1966987578437114) | > loss_disc_real_3: 0.21084319055080414 (0.19838885714610413) | > loss_disc_real_4: 0.17418140172958374 (0.19994747762878737) | > loss_disc_real_5: 0.1971590518951416 (0.20202871268758396) | > loss_0: 2.0652084350585938 (2.21470000843207) | > grad_norm_0: tensor(53.5955, device='cuda:0') (tensor(37.8781, device='cuda:0')) | > loss_gen: 3.087656021118164 (2.7789324017671424) | > loss_kl: 1.7086180448532104 (1.8577548613150914) | > loss_feat: 9.130922317504883 (8.423986120101736) | > loss_mel: 15.60840892791748 (14.325658819614313) | > loss_duration: 1.783341407775879 (1.7805815518666537) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.318946838378906 (29.16691383337363) | > grad_norm_1: tensor(954.9846, device='cuda:0') (tensor(942.4398, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8564 (0.8587325184773176) | > loader_time: 0.0098 (0.010676061495756494)  --> TIME: 2025-05-08 15:49:23 -- STEP: 362/725 -- GLOBAL_STEP: 55650 | > loss_disc: 2.22420334815979 (2.2154604739905697) | > loss_disc_real_0: 0.13223236799240112 (0.1338836983134403) | > loss_disc_real_1: 0.23318949341773987 (0.19832506672947453) | > loss_disc_real_2: 0.21299000084400177 (0.19627288494320858) | > loss_disc_real_3: 0.20908932387828827 (0.19816996589385344) | > loss_disc_real_4: 0.22193889319896698 (0.20025395634918583) | > loss_disc_real_5: 0.17054206132888794 (0.2021602434183352) | > loss_0: 2.22420334815979 (2.2154604739905697) | > grad_norm_0: tensor(58.5360, device='cuda:0') (tensor(36.8929, device='cuda:0')) | > loss_gen: 2.711447238922119 (2.772485806797089) | > loss_kl: 1.9953495264053345 (1.850049446959522) | > loss_feat: 8.589238166809082 (8.39803343056316) | > loss_mel: 15.660605430603027 (14.284284430972779) | > loss_duration: 1.7406725883483887 (1.7791528230872602) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.69731330871582 (29.084005993374145) | > grad_norm_1: tensor(1372.3860, device='cuda:0') (tensor(931.0480, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8579 (0.8583775962913892) | > loader_time: 0.0108 (0.010668653809563226)  --> TIME: 2025-05-08 15:50:06 -- STEP: 412/725 -- GLOBAL_STEP: 55700 | > loss_disc: 2.2583134174346924 (2.216450139446165) | > loss_disc_real_0: 0.09489239752292633 (0.13395465420360117) | > loss_disc_real_1: 0.20139463245868683 (0.19813613669530866) | > loss_disc_real_2: 0.20621220767498016 (0.19628406728355624) | > loss_disc_real_3: 0.20893602073192596 (0.19826965102726973) | > loss_disc_real_4: 0.1991824060678482 (0.20041658031274973) | > loss_disc_real_5: 0.2028241902589798 (0.20236491607230836) | > loss_0: 2.2583134174346924 (2.216450139446165) | > grad_norm_0: tensor(24.8027, device='cuda:0') (tensor(36.0643, device='cuda:0')) | > loss_gen: 2.617802619934082 (2.7681831381853335) | > loss_kl: 1.7916022539138794 (1.8438042885470158) | > loss_feat: 7.4555535316467285 (8.379129778991635) | > loss_mel: 13.143688201904297 (14.269677291796045) | > loss_duration: 1.7848197221755981 (1.779601501608358) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.793468475341797 (29.04039605149945) | > grad_norm_1: tensor(814.9899, device='cuda:0') (tensor(928.7368, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8739 (0.8577068575377603) | > loader_time: 0.0115 (0.01070434838822744)  --> TIME: 2025-05-08 15:50:50 -- STEP: 462/725 -- GLOBAL_STEP: 55750 | > loss_disc: 2.2047088146209717 (2.2186020130202895) | > loss_disc_real_0: 0.11066092550754547 (0.13435064227163013) | > loss_disc_real_1: 0.18498174846172333 (0.19822291704096326) | > loss_disc_real_2: 0.17005935311317444 (0.19661462655315146) | > loss_disc_real_3: 0.2054235339164734 (0.19855770368725706) | > loss_disc_real_4: 0.20823155343532562 (0.20047219955559933) | > loss_disc_real_5: 0.18743813037872314 (0.20264896037645663) | > loss_0: 2.2047088146209717 (2.2186020130202895) | > grad_norm_0: tensor(7.2681, device='cuda:0') (tensor(35.8438, device='cuda:0')) | > loss_gen: 2.765491485595703 (2.7668358711969274) | > loss_kl: 1.7690825462341309 (1.84216048836192) | > loss_feat: 9.126893043518066 (8.388969737213936) | > loss_mel: 15.290650367736816 (14.282465051262927) | > loss_duration: 1.8144018650054932 (1.780553435608422) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.76651954650879 (29.06098464866737) | > grad_norm_1: tensor(970.9704, device='cuda:0') (tensor(917.5027, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8198 (0.8570440047747129) | > loader_time: 0.0099 (0.01070495085282759)  --> TIME: 2025-05-08 15:51:33 -- STEP: 512/725 -- GLOBAL_STEP: 55800 | > loss_disc: 2.3524246215820312 (2.218911843607203) | > loss_disc_real_0: 0.1410587579011917 (0.1350987299083499) | > loss_disc_real_1: 0.22596782445907593 (0.1980174667842221) | > loss_disc_real_2: 0.17649562656879425 (0.19658098026411602) | > loss_disc_real_3: 0.16732360422611237 (0.19850131875136867) | > loss_disc_real_4: 0.1947300136089325 (0.2004576452600304) | > loss_disc_real_5: 0.2077450007200241 (0.20272241850034328) | > loss_0: 2.3524246215820312 (2.218911843607203) | > grad_norm_0: tensor(22.0084, device='cuda:0') (tensor(35.7263, device='cuda:0')) | > loss_gen: 2.4203290939331055 (2.766467673238366) | > loss_kl: 1.8870798349380493 (1.8427332087885588) | > loss_feat: 7.5022358894348145 (8.407305104658018) | > loss_mel: 12.502862930297852 (14.309233644977212) | > loss_duration: 1.7381210327148438 (1.7813070074189454) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.050628662109375 (29.10704666376114) | > grad_norm_1: tensor(702.8802, device='cuda:0') (tensor(916.8795, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8577 (0.8562658536247909) | > loader_time: 0.0108 (0.010754493996500965)  --> TIME: 2025-05-08 15:52:16 -- STEP: 562/725 -- GLOBAL_STEP: 55850 | > loss_disc: 2.1377220153808594 (2.214925469664917) | > loss_disc_real_0: 0.07590997219085693 (0.13402588434809043) | > loss_disc_real_1: 0.1965203583240509 (0.19787462612488096) | > loss_disc_real_2: 0.18982678651809692 (0.19634819706882012) | > loss_disc_real_3: 0.1732911318540573 (0.19838731563600362) | > loss_disc_real_4: 0.17423997819423676 (0.20009650610838076) | > loss_disc_real_5: 0.14562590420246124 (0.20219159974746428) | > loss_0: 2.1377220153808594 (2.214925469664917) | > grad_norm_0: tensor(25.7359, device='cuda:0') (tensor(35.3778, device='cuda:0')) | > loss_gen: 2.846726894378662 (2.771713347197427) | > loss_kl: 1.9450241327285767 (1.8464416734264415) | > loss_feat: 9.458128929138184 (8.432284076018702) | > loss_mel: 13.820844650268555 (14.332394981723663) | > loss_duration: 1.737366795539856 (1.7816882718924525) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.808094024658203 (29.164522388227468) | > grad_norm_1: tensor(833.4611, device='cuda:0') (tensor(905.3089, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8844 (0.8562784267065788) | > loader_time: 0.0119 (0.010757230779030146)  --> TIME: 2025-05-08 15:53:01 -- STEP: 612/725 -- GLOBAL_STEP: 55900 | > loss_disc: 2.303783893585205 (2.2147981764054774) | > loss_disc_real_0: 0.13628262281417847 (0.13385173246215756) | > loss_disc_real_1: 0.19668571650981903 (0.1978139524999398) | > loss_disc_real_2: 0.22710378468036652 (0.1962189797092885) | > loss_disc_real_3: 0.2082117199897766 (0.1985392486493961) | > loss_disc_real_4: 0.2072862982749939 (0.20004341330111436) | > loss_disc_real_5: 0.2051790952682495 (0.20223311897294183) | > loss_0: 2.303783893585205 (2.2147981764054774) | > grad_norm_0: tensor(25.3052, device='cuda:0') (tensor(35.5273, device='cuda:0')) | > loss_gen: 2.730790138244629 (2.771443580100737) | > loss_kl: 1.855424404144287 (1.8492381561036204) | > loss_feat: 7.556815147399902 (8.432317483658897) | > loss_mel: 13.688472747802734 (14.330246420467601) | > loss_duration: 1.6959401369094849 (1.781958664749183) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.527441024780273 (29.165204350465263) | > grad_norm_1: tensor(971.6674, device='cuda:0') (tensor(920.5148, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8264 (0.85747139165604) | > loader_time: 0.0096 (0.010784260977327438)  --> TIME: 2025-05-08 15:53:44 -- STEP: 662/725 -- GLOBAL_STEP: 55950 | > loss_disc: 2.0783634185791016 (2.213078236831999) | > loss_disc_real_0: 0.08015027642250061 (0.1328550394556943) | > loss_disc_real_1: 0.17546361684799194 (0.19781320094161892) | > loss_disc_real_2: 0.19015567004680634 (0.1961909603676406) | > loss_disc_real_3: 0.1959170550107956 (0.198684831175199) | > loss_disc_real_4: 0.20559827983379364 (0.19995483785327484) | > loss_disc_real_5: 0.17675094306468964 (0.2024210378572659) | > loss_0: 2.0783634185791016 (2.213078236831999) | > grad_norm_0: tensor(15.1063, device='cuda:0') (tensor(35.1603, device='cuda:0')) | > loss_gen: 2.781583547592163 (2.774636151207176) | > loss_kl: 1.7473169565200806 (1.8503704973217945) | > loss_feat: 8.56006908416748 (8.44182559226577) | > loss_mel: 13.63806438446045 (14.322423184386192) | > loss_duration: 1.7805951833724976 (1.7826356675329524) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.50762939453125 (29.171891140433598) | > grad_norm_1: tensor(659.1768, device='cuda:0') (tensor(913.0786, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8714 (0.8569782212421609) | > loader_time: 0.01 (0.01080865982435982)  --> TIME: 2025-05-08 15:54:27 -- STEP: 712/725 -- GLOBAL_STEP: 56000 | > loss_disc: 2.062492609024048 (2.2155035588513585) | > loss_disc_real_0: 0.07960473001003265 (0.13371311328530802) | > loss_disc_real_1: 0.19952988624572754 (0.19788606632291608) | > loss_disc_real_2: 0.17723797261714935 (0.196195791904511) | > loss_disc_real_3: 0.15874966979026794 (0.198963079559669) | > loss_disc_real_4: 0.16253744065761566 (0.20004078517720286) | > loss_disc_real_5: 0.13227224349975586 (0.2026942758245414) | > loss_0: 2.062492609024048 (2.2155035588513585) | > grad_norm_0: tensor(8.3734, device='cuda:0') (tensor(35.0578, device='cuda:0')) | > loss_gen: 2.6450510025024414 (2.7708260972848078) | > loss_kl: 1.9934096336364746 (1.8510532397567556) | > loss_feat: 8.370514869689941 (8.431908722673922) | > loss_mel: 13.086389541625977 (14.320956042643344) | > loss_duration: 1.8003251552581787 (1.782162372818154) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.895689010620117 (29.156906532437613) | > grad_norm_1: tensor(288.2983, device='cuda:0') (tensor(907.8023, device='cuda:0')) | > current_lr_0: 0.00019967524363831608 | > current_lr_1: 0.00019967524363831608 | > step_time: 0.8198 (0.8566876127478779) | > loader_time: 0.0108 (0.010835275556264313) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_56000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0640156269073486 (2.0640156269073486) | > loss_disc_real_0: 0.09526167064905167 (0.09526167064905167) | > loss_disc_real_1: 0.15991561114788055 (0.15991561114788055) | > loss_disc_real_2: 0.1521582305431366 (0.1521582305431366) | > loss_disc_real_3: 0.19748429954051971 (0.19748429954051971) | > loss_disc_real_4: 0.20365025103092194 (0.20365025103092194) | > loss_disc_real_5: 0.2029203176498413 (0.2029203176498413) | > loss_0: 2.0640156269073486 (2.0640156269073486) | > loss_gen: 2.612278938293457 (2.612278938293457) | > loss_kl: 2.052462339401245 (2.052462339401245) | > loss_feat: 9.414399147033691 (9.414399147033691) | > loss_mel: 15.463008880615234 (15.463008880615234) | > loss_duration: 1.722151279449463 (1.722151279449463) | > loss_1: 31.264299392700195 (31.264299392700195)  --> STEP: 1 | > loss_disc: 2.0395567417144775 (2.0395567417144775) | > loss_disc_real_0: 0.09088236838579178 (0.09088236838579178) | > loss_disc_real_1: 0.15696606040000916 (0.15696606040000916) | > loss_disc_real_2: 0.16387492418289185 (0.16387492418289185) | > loss_disc_real_3: 0.1708674430847168 (0.1708674430847168) | > loss_disc_real_4: 0.18064141273498535 (0.18064141273498535) | > loss_disc_real_5: 0.17622745037078857 (0.17622745037078857) | > loss_0: 2.0395567417144775 (2.0395567417144775) | > loss_gen: 2.4949405193328857 (2.4949405193328857) | > loss_kl: 1.8996704816818237 (1.8996704816818237) | > loss_feat: 8.641744613647461 (8.641744613647461) | > loss_mel: 15.340925216674805 (15.340925216674805) | > loss_duration: 1.812422275543213 (1.812422275543213) | > loss_1: 30.189701080322266 (30.189701080322266)  --> STEP: 2 | > loss_disc: 2.296574831008911 (2.1680657863616943) | > loss_disc_real_0: 0.13016434013843536 (0.11052335426211357) | > loss_disc_real_1: 0.17279992997646332 (0.16488299518823624) | > loss_disc_real_2: 0.17441613972187042 (0.16914553195238113) | > loss_disc_real_3: 0.19370494782924652 (0.18228619545698166) | > loss_disc_real_4: 0.20130513608455658 (0.19097327440977097) | > loss_disc_real_5: 0.19735142588615417 (0.18678943812847137) | > loss_0: 2.296574831008911 (2.1680657863616943) | > loss_gen: 2.223363161087036 (2.359151840209961) | > loss_kl: 1.8287773132324219 (1.8642238974571228) | > loss_feat: 7.329214096069336 (7.985479354858398) | > loss_mel: 12.92131233215332 (14.131118774414062) | > loss_duration: 1.852110505104065 (1.832266390323639) | > loss_1: 26.15477752685547 (28.172239303588867)  --> STEP: 3 | > loss_disc: 2.143099546432495 (2.1597437063852944) | > loss_disc_real_0: 0.1220644935965538 (0.11437040070692699) | > loss_disc_real_1: 0.160242959856987 (0.16333631674448648) | > loss_disc_real_2: 0.15594246983528137 (0.1647445112466812) | > loss_disc_real_3: 0.19561472535133362 (0.18672903875509897) | > loss_disc_real_4: 0.19749745726585388 (0.19314800202846527) | > loss_disc_real_5: 0.1802261620759964 (0.18460167944431305) | > loss_0: 2.143099546432495 (2.1597437063852944) | > loss_gen: 2.4954135417938232 (2.4045724074045816) | > loss_kl: 2.1044843196868896 (1.9443107048670452) | > loss_feat: 8.594083786010742 (8.188347498575846) | > loss_mel: 14.499921798706055 (14.254053115844727) | > loss_duration: 1.82769775390625 (1.8307435115178425) | > loss_1: 29.5216007232666 (28.622026443481445)  --> STEP: 4 | > loss_disc: 2.1322293281555176 (2.1528651118278503) | > loss_disc_real_0: 0.09596940129995346 (0.1097701508551836) | > loss_disc_real_1: 0.16812369227409363 (0.16453316062688828) | > loss_disc_real_2: 0.1663348376750946 (0.16514209285378456) | > loss_disc_real_3: 0.182946115732193 (0.18578330799937248) | > loss_disc_real_4: 0.17477135360240936 (0.1885538399219513) | > loss_disc_real_5: 0.21352466940879822 (0.19183242693543434) | > loss_0: 2.1322293281555176 (2.1528651118278503) | > loss_gen: 2.4915802478790283 (2.4263243675231934) | > loss_kl: 1.8189722299575806 (1.912976086139679) | > loss_feat: 8.45057487487793 (8.253904342651367) | > loss_mel: 14.828747749328613 (14.397726774215698) | > loss_duration: 1.779911756515503 (1.8180355727672577) | > loss_1: 29.369787216186523 (28.808966636657715) --> EVAL PERFORMANCE | > avg_loader_time: 0.3516107201576233 (+0.011120021343231201) | > avg_loss_disc: 2.1528651118278503 (-0.06127995252609253) | > avg_loss_disc_real_0: 0.1097701508551836 (-0.022484438493847847) | > avg_loss_disc_real_1: 0.16453316062688828 (-0.0159543976187706) | > avg_loss_disc_real_2: 0.16514209285378456 (+0.011867940425872803) | > avg_loss_disc_real_3: 0.18578330799937248 (-0.024633225053548813) | > avg_loss_disc_real_4: 0.1885538399219513 (-0.0009437613189220428) | > avg_loss_disc_real_5: 0.19183242693543434 (-0.06860112026333809) | > avg_loss_0: 2.1528651118278503 (-0.06127995252609253) | > avg_loss_gen: 2.4263243675231934 (-0.155792236328125) | > avg_loss_kl: 1.912976086139679 (+0.018376082181930542) | > avg_loss_feat: 8.253904342651367 (+0.33756446838378906) | > avg_loss_mel: 14.397726774215698 (-0.3334953784942627) | > avg_loss_duration: 1.8180355727672577 (+0.014930486679077148) | > avg_loss_1: 28.808966636657715 (-0.11841726303100586)  > EPOCH: 14/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 15:54:48)   --> TIME: 2025-05-08 15:55:22 -- STEP: 37/725 -- GLOBAL_STEP: 56050 | > loss_disc: 2.221184730529785 (2.2296283921679936) | > loss_disc_real_0: 0.12632565200328827 (0.12631714605801814) | > loss_disc_real_1: 0.16574986279010773 (0.20149803483808362) | > loss_disc_real_2: 0.18501901626586914 (0.2004107587240838) | > loss_disc_real_3: 0.19990912079811096 (0.20149113237857819) | > loss_disc_real_4: 0.18033446371555328 (0.19854681193828583) | > loss_disc_real_5: 0.1970788687467575 (0.20735833773741855) | > loss_0: 2.221184730529785 (2.2296283921679936) | > grad_norm_0: tensor(42.7452, device='cuda:0') (tensor(33.6820, device='cuda:0')) | > loss_gen: 2.695309638977051 (2.7737291052534774) | > loss_kl: 1.953933835029602 (1.8604458183855623) | > loss_feat: 8.161696434020996 (8.305129089870968) | > loss_mel: 13.958968162536621 (14.357406178036252) | > loss_duration: 1.7976096868515015 (1.7839535958058126) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.56751823425293 (29.080663371730495) | > grad_norm_1: tensor(760.0322, device='cuda:0') (tensor(926.6592, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8538 (0.8489111823004645) | > loader_time: 0.0125 (0.011274118681211729)  --> TIME: 2025-05-08 15:56:06 -- STEP: 87/725 -- GLOBAL_STEP: 56100 | > loss_disc: 2.267928123474121 (2.22582051260718) | > loss_disc_real_0: 0.15727011859416962 (0.1341243778494583) | > loss_disc_real_1: 0.18936537206172943 (0.19969945906222553) | > loss_disc_real_2: 0.20987267792224884 (0.19798546207362216) | > loss_disc_real_3: 0.22019179165363312 (0.20103431861290982) | > loss_disc_real_4: 0.2687625288963318 (0.20036324327704555) | > loss_disc_real_5: 0.2148900032043457 (0.20497269277600036) | > loss_0: 2.267928123474121 (2.22582051260718) | > grad_norm_0: tensor(39.9366, device='cuda:0') (tensor(36.0844, device='cuda:0')) | > loss_gen: 2.75671648979187 (2.7664095423687463) | > loss_kl: 1.8367785215377808 (1.8509973356093483) | > loss_feat: 8.251548767089844 (8.3335220676729) | > loss_mel: 15.1411714553833 (14.321416558890506) | > loss_duration: 1.7481882572174072 (1.78813815664971) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.734403610229492 (29.060483537871264) | > grad_norm_1: tensor(1218.7426, device='cuda:0') (tensor(960.2128, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8423 (0.8564541367278702) | > loader_time: 0.0123 (0.010770323632777426)  --> TIME: 2025-05-08 15:56:49 -- STEP: 137/725 -- GLOBAL_STEP: 56150 | > loss_disc: 2.047421455383301 (2.223604265790786) | > loss_disc_real_0: 0.11676488816738129 (0.13649156298080503) | > loss_disc_real_1: 0.16379472613334656 (0.19780591119379892) | > loss_disc_real_2: 0.1746993362903595 (0.19659257304929473) | > loss_disc_real_3: 0.19389455020427704 (0.20001808537618954) | > loss_disc_real_4: 0.2028656005859375 (0.19979929456310552) | > loss_disc_real_5: 0.1739356815814972 (0.2047492400573118) | > loss_0: 2.047421455383301 (2.223604265790786) | > grad_norm_0: tensor(33.7707, device='cuda:0') (tensor(37.6091, device='cuda:0')) | > loss_gen: 2.983832359313965 (2.7620893394860038) | > loss_kl: 1.7911864519119263 (1.8522121427703078) | > loss_feat: 9.35123348236084 (8.34387363656594) | > loss_mel: 14.472654342651367 (14.26767494034593) | > loss_duration: 1.7706583738327026 (1.7864158893153612) | > amp_scaler: 128.0 (128.93430656934308) | > loss_1: 30.369565963745117 (29.012265908457067) | > grad_norm_1: tensor(1164.3120, device='cuda:0') (tensor(978.1202, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8307 (0.8539290045299669) | > loader_time: 0.0095 (0.01060377768356435)  --> TIME: 2025-05-08 15:57:32 -- STEP: 187/725 -- GLOBAL_STEP: 56200 | > loss_disc: 2.202284336090088 (2.214670832144387) | > loss_disc_real_0: 0.1003991886973381 (0.13378013698334362) | > loss_disc_real_1: 0.22439637780189514 (0.1973003657425151) | > loss_disc_real_2: 0.20138214528560638 (0.1967484353379133) | > loss_disc_real_3: 0.19018173217773438 (0.19992044966488595) | > loss_disc_real_4: 0.219731405377388 (0.19884658513222148) | > loss_disc_real_5: 0.15466554462909698 (0.20396673767005696) | > loss_0: 2.202284336090088 (2.214670832144387) | > grad_norm_0: tensor(31.6598, device='cuda:0') (tensor(35.9146, device='cuda:0')) | > loss_gen: 2.6939966678619385 (2.7773659701015867) | > loss_kl: 1.9114902019500732 (1.8476765608405048) | > loss_feat: 8.43860912322998 (8.423702459284327) | > loss_mel: 14.522817611694336 (14.287318719262109) | > loss_duration: 1.815586805343628 (1.78550526675056) | > amp_scaler: 128.0 (128.68449197860963) | > loss_1: 29.38249969482422 (29.121568934802703) | > grad_norm_1: tensor(1142.3893, device='cuda:0') (tensor(945.3027, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8371 (0.8535121647431886) | > loader_time: 0.0102 (0.010529040015317546)  --> TIME: 2025-05-08 15:58:15 -- STEP: 237/725 -- GLOBAL_STEP: 56250 | > loss_disc: 2.2386720180511475 (2.2198954619435822) | > loss_disc_real_0: 0.11511853337287903 (0.1345923868035466) | > loss_disc_real_1: 0.21654894948005676 (0.19735985925177482) | > loss_disc_real_2: 0.19987846910953522 (0.19750254195702233) | > loss_disc_real_3: 0.1945118010044098 (0.1999077874271175) | > loss_disc_real_4: 0.17277240753173828 (0.19991294895043352) | > loss_disc_real_5: 0.20249059796333313 (0.20454570902550773) | > loss_0: 2.2386720180511475 (2.2198954619435822) | > grad_norm_0: tensor(20.6347, device='cuda:0') (tensor(36.3719, device='cuda:0')) | > loss_gen: 2.655285358428955 (2.769041577471963) | > loss_kl: 1.9550955295562744 (1.8448581227773353) | > loss_feat: 7.9265642166137695 (8.40579600877399) | > loss_mel: 13.882675170898438 (14.271423742237976) | > loss_duration: 1.7534728050231934 (1.7824323026439812) | > amp_scaler: 128.0 (128.54008438818573) | > loss_1: 28.173093795776367 (29.07355177352197) | > grad_norm_1: tensor(1010.0574, device='cuda:0') (tensor(951.0272, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8072 (0.8530834344871937) | > loader_time: 0.0132 (0.010567600717021447)  --> TIME: 2025-05-08 15:58:58 -- STEP: 287/725 -- GLOBAL_STEP: 56300 | > loss_disc: 2.2355291843414307 (2.22144484810713) | > loss_disc_real_0: 0.14713828265666962 (0.13378458101471133) | > loss_disc_real_1: 0.2027495950460434 (0.1978750592843996) | > loss_disc_real_2: 0.1710709184408188 (0.19787059547801472) | > loss_disc_real_3: 0.22101759910583496 (0.20028838863148507) | > loss_disc_real_4: 0.22411920130252838 (0.20021681378527387) | > loss_disc_real_5: 0.2208227664232254 (0.20399685518147642) | > loss_0: 2.2355291843414307 (2.22144484810713) | > grad_norm_0: tensor(30.4453, device='cuda:0') (tensor(36.3028, device='cuda:0')) | > loss_gen: 2.6397864818573 (2.7672195957928163) | > loss_kl: 1.7714381217956543 (1.8435154218706935) | > loss_feat: 7.634099960327148 (8.395273765205086) | > loss_mel: 13.831510543823242 (14.268094567887044) | > loss_duration: 1.7944459915161133 (1.7820546631198309) | > amp_scaler: 128.0 (128.44599303135894) | > loss_1: 27.671279907226562 (29.05615798604613) | > grad_norm_1: tensor(1430.4159, device='cuda:0') (tensor(931.1921, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8185 (0.8513096018535334) | > loader_time: 0.0109 (0.010596899205383944)  --> TIME: 2025-05-08 15:59:42 -- STEP: 337/725 -- GLOBAL_STEP: 56350 | > loss_disc: 2.1946585178375244 (2.2206129620973707) | > loss_disc_real_0: 0.1389380246400833 (0.13316074409453027) | > loss_disc_real_1: 0.21522723138332367 (0.1980845558095049) | > loss_disc_real_2: 0.19532322883605957 (0.197899985384163) | > loss_disc_real_3: 0.1944378912448883 (0.20026591902139987) | > loss_disc_real_4: 0.17983049154281616 (0.19995645453562022) | > loss_disc_real_5: 0.20550887286663055 (0.2044398581902069) | > loss_0: 2.1946585178375244 (2.2206129620973707) | > grad_norm_0: tensor(30.1345, device='cuda:0') (tensor(35.6325, device='cuda:0')) | > loss_gen: 2.7749319076538086 (2.770014319999988) | > loss_kl: 1.9033420085906982 (1.8385739704975388) | > loss_feat: 8.711865425109863 (8.416851908233818) | > loss_mel: 14.678565979003906 (14.288878848361685) | > loss_duration: 1.749840259552002 (1.7792906916813607) | > amp_scaler: 128.0 (128.3798219584571) | > loss_1: 29.818546295166016 (29.093609739128137) | > grad_norm_1: tensor(616.6321, device='cuda:0') (tensor(917.9407, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.9008 (0.8506948169685613) | > loader_time: 0.0112 (0.010645418563299439)  --> TIME: 2025-05-08 16:00:25 -- STEP: 387/725 -- GLOBAL_STEP: 56400 | > loss_disc: 2.1426968574523926 (2.221296872587474) | > loss_disc_real_0: 0.11252372711896896 (0.13402884056940864) | > loss_disc_real_1: 0.20694439113140106 (0.19782541137795115) | > loss_disc_real_2: 0.20540547370910645 (0.19797599080767136) | > loss_disc_real_3: 0.19937968254089355 (0.20005912300998235) | > loss_disc_real_4: 0.18598012626171112 (0.19976407428120466) | > loss_disc_real_5: 0.20853304862976074 (0.20452581956328048) | > loss_0: 2.1426968574523926 (2.221296872587474) | > grad_norm_0: tensor(71.6798, device='cuda:0') (tensor(35.6530, device='cuda:0')) | > loss_gen: 2.8730194568634033 (2.764198303838725) | > loss_kl: 1.7427231073379517 (1.8436722025390744) | > loss_feat: 9.063498497009277 (8.40473446858329) | > loss_mel: 15.339475631713867 (14.279872448253386) | > loss_duration: 1.8398799896240234 (1.7785951795504071) | > amp_scaler: 128.0 (128.33074935400532) | > loss_1: 30.858598709106445 (29.071072590751548) | > grad_norm_1: tensor(967.8400, device='cuda:0') (tensor(943.0395, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8503 (0.8504897291346114) | > loader_time: 0.01 (0.010674023813055471)  --> TIME: 2025-05-08 16:01:08 -- STEP: 437/725 -- GLOBAL_STEP: 56450 | > loss_disc: 2.0801992416381836 (2.2228977017326246) | > loss_disc_real_0: 0.1643730252981186 (0.13502257462224374) | > loss_disc_real_1: 0.1989803910255432 (0.19765468211141277) | > loss_disc_real_2: 0.18690699338912964 (0.1974907045165244) | > loss_disc_real_3: 0.16768904030323029 (0.20025908483247734) | > loss_disc_real_4: 0.20453806221485138 (0.20000031873481502) | > loss_disc_real_5: 0.19206568598747253 (0.2042465091126735) | > loss_0: 2.0801992416381836 (2.2228977017326246) | > grad_norm_0: tensor(47.6774, device='cuda:0') (tensor(35.5836, device='cuda:0')) | > loss_gen: 3.046788215637207 (2.76324859309251) | > loss_kl: 1.8195550441741943 (1.8383232426043232) | > loss_feat: 9.16363525390625 (8.405978405775679) | > loss_mel: 15.622310638427734 (14.289953596259146) | > loss_duration: 1.73540461063385 (1.7779998689276126) | > amp_scaler: 128.0 (128.2929061784898) | > loss_1: 31.3876953125 (29.075503696293254) | > grad_norm_1: tensor(730.0338, device='cuda:0') (tensor(933.8054, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8614 (0.8504705390886529) | > loader_time: 0.0112 (0.010640693747478986)  --> TIME: 2025-05-08 16:01:51 -- STEP: 487/725 -- GLOBAL_STEP: 56500 | > loss_disc: 2.3786003589630127 (2.22181415386513) | > loss_disc_real_0: 0.14241087436676025 (0.13533014280901295) | > loss_disc_real_1: 0.1579546332359314 (0.19757985068175338) | > loss_disc_real_2: 0.21434248983860016 (0.19721980812123677) | > loss_disc_real_3: 0.20419849455356598 (0.20017489573671587) | > loss_disc_real_4: 0.17878738045692444 (0.19970609443510834) | > loss_disc_real_5: 0.17603012919425964 (0.2041547998357603) | > loss_0: 2.3786003589630127 (2.22181415386513) | > grad_norm_0: tensor(28.4887, device='cuda:0') (tensor(35.0876, device='cuda:0')) | > loss_gen: 2.484422445297241 (2.7627339323932874) | > loss_kl: 1.7643303871154785 (1.8336290865218614) | > loss_feat: 7.692558288574219 (8.409952404562695) | > loss_mel: 13.806897163391113 (14.3130308715225) | > loss_duration: 1.7760748863220215 (1.778164982795715) | > amp_scaler: 128.0 (128.26283367556476) | > loss_1: 27.52428436279297 (29.09751128367085) | > grad_norm_1: tensor(1081.2194, device='cuda:0') (tensor(932.5375, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.825 (0.8500732851713835) | > loader_time: 0.011 (0.01065355257821524)  --> TIME: 2025-05-08 16:02:35 -- STEP: 537/725 -- GLOBAL_STEP: 56550 | > loss_disc: 2.3620691299438477 (2.222864286415623) | > loss_disc_real_0: 0.22434277832508087 (0.13590889258285907) | > loss_disc_real_1: 0.23615247011184692 (0.19759274836026092) | > loss_disc_real_2: 0.2157575935125351 (0.1972800470763745) | > loss_disc_real_3: 0.20661820471286774 (0.20003733452360944) | > loss_disc_real_4: 0.18729035556316376 (0.20000443478536348) | > loss_disc_real_5: 0.21258233487606049 (0.2045369473055311) | > loss_0: 2.3620691299438477 (2.222864286415623) | > grad_norm_0: tensor(52.2634, device='cuda:0') (tensor(35.4443, device='cuda:0')) | > loss_gen: 2.7949302196502686 (2.765105362932997) | > loss_kl: 1.682019591331482 (1.8328796760551975) | > loss_feat: 7.9757843017578125 (8.417609409247026) | > loss_mel: 13.549576759338379 (14.3311279676924) | > loss_duration: 1.7994484901428223 (1.7781249204827416) | > amp_scaler: 128.0 (128.2383612662943) | > loss_1: 27.8017578125 (29.1248473304166) | > grad_norm_1: tensor(570.9770, device='cuda:0') (tensor(926.4326, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8354 (0.8509024081949416) | > loader_time: 0.009 (0.01064094129665382)  --> TIME: 2025-05-08 16:03:18 -- STEP: 587/725 -- GLOBAL_STEP: 56600 | > loss_disc: 2.3472321033477783 (2.223511745007723) | > loss_disc_real_0: 0.11647004634141922 (0.13545477317306606) | > loss_disc_real_1: 0.24367813766002655 (0.19758413478199022) | > loss_disc_real_2: 0.18809622526168823 (0.19736906335240123) | > loss_disc_real_3: 0.22558261454105377 (0.20019958070534863) | > loss_disc_real_4: 0.231149360537529 (0.20007712220109916) | > loss_disc_real_5: 0.17930923402309418 (0.2044065746604077) | > loss_0: 2.3472321033477783 (2.223511745007723) | > grad_norm_0: tensor(47.2909, device='cuda:0') (tensor(35.1433, device='cuda:0')) | > loss_gen: 2.477036476135254 (2.7633205731439023) | > loss_kl: 1.8298498392105103 (1.834064516744987) | > loss_feat: 7.903919696807861 (8.412744275146688) | > loss_mel: 13.459588050842285 (14.329162898218001) | > loss_duration: 1.7421844005584717 (1.7772522218385791) | > amp_scaler: 128.0 (128.21805792163556) | > loss_1: 27.412578582763672 (29.116544496058605) | > grad_norm_1: tensor(919.1457, device='cuda:0') (tensor(924.5278, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8874 (0.851073793901902) | > loader_time: 0.0117 (0.01063993761039877)  --> TIME: 2025-05-08 16:04:02 -- STEP: 637/725 -- GLOBAL_STEP: 56650 | > loss_disc: 2.29183030128479 (2.222760490570186) | > loss_disc_real_0: 0.08411749452352524 (0.13567816257313053) | > loss_disc_real_1: 0.21009303629398346 (0.1973938848618623) | > loss_disc_real_2: 0.20245538651943207 (0.197088896152176) | > loss_disc_real_3: 0.19855232536792755 (0.20017517642286162) | > loss_disc_real_4: 0.2145988494157791 (0.19990813912271155) | > loss_disc_real_5: 0.2081758677959442 (0.20440248126278118) | > loss_0: 2.29183030128479 (2.222760490570186) | > grad_norm_0: tensor(44.2975, device='cuda:0') (tensor(35.0962, device='cuda:0')) | > loss_gen: 2.8259191513061523 (2.7609256066183083) | > loss_kl: 1.773203730583191 (1.832460492896135) | > loss_feat: 8.378228187561035 (8.398086774667345) | > loss_mel: 14.624247550964355 (14.307493958405834) | > loss_duration: 1.725640892982483 (1.7767857618197167) | > amp_scaler: 128.0 (128.20094191522765) | > loss_1: 29.327241897583008 (29.075752629589996) | > grad_norm_1: tensor(1033.5452, device='cuda:0') (tensor(931.2291, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.836 (0.8519243381835604) | > loader_time: 0.0095 (0.010639908175266327)  --> TIME: 2025-05-08 16:04:46 -- STEP: 687/725 -- GLOBAL_STEP: 56700 | > loss_disc: 2.128302574157715 (2.2218225262571085) | > loss_disc_real_0: 0.16367574036121368 (0.1356717502370238) | > loss_disc_real_1: 0.20238302648067474 (0.1973371162815386) | > loss_disc_real_2: 0.16819532215595245 (0.19695221061182513) | > loss_disc_real_3: 0.16007423400878906 (0.20003424918894502) | > loss_disc_real_4: 0.2130938321352005 (0.19976311629255794) | > loss_disc_real_5: 0.18229421973228455 (0.20413651781528103) | > loss_0: 2.128302574157715 (2.2218225262571085) | > grad_norm_0: tensor(54.5185, device='cuda:0') (tensor(35.3323, device='cuda:0')) | > loss_gen: 3.1290690898895264 (2.763248332549737) | > loss_kl: 1.693173885345459 (1.833382520613191) | > loss_feat: 9.149438858032227 (8.405877962209589) | > loss_mel: 15.308882713317871 (14.307714358167356) | > loss_duration: 1.7660620212554932 (1.7763511610516989) | > amp_scaler: 128.0 (128.18631732168853) | > loss_1: 31.046627044677734 (29.08657436842828) | > grad_norm_1: tensor(911.3836, device='cuda:0') (tensor(925.7844, device='cuda:0')) | > current_lr_0: 0.0001996502842328613 | > current_lr_1: 0.0001996502842328613 | > step_time: 0.8698 (0.8524111195249157) | > loader_time: 0.0114 (0.010620528433520716)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2271931171417236 (2.2271931171417236) | > loss_disc_real_0: 0.11200100928544998 (0.11200100928544998) | > loss_disc_real_1: 0.22909800708293915 (0.22909800708293915) | > loss_disc_real_2: 0.1849898099899292 (0.1849898099899292) | > loss_disc_real_3: 0.2143092155456543 (0.2143092155456543) | > loss_disc_real_4: 0.2211243361234665 (0.2211243361234665) | > loss_disc_real_5: 0.1635151505470276 (0.1635151505470276) | > loss_0: 2.2271931171417236 (2.2271931171417236) | > loss_gen: 2.5378236770629883 (2.5378236770629883) | > loss_kl: 1.947265863418579 (1.947265863418579) | > loss_feat: 8.718770027160645 (8.718770027160645) | > loss_mel: 15.56424331665039 (15.56424331665039) | > loss_duration: 1.7126532793045044 (1.7126532793045044) | > loss_1: 30.480754852294922 (30.480754852294922)  --> STEP: 1 | > loss_disc: 2.2475693225860596 (2.2475693225860596) | > loss_disc_real_0: 0.1282472163438797 (0.1282472163438797) | > loss_disc_real_1: 0.22256995737552643 (0.22256995737552643) | > loss_disc_real_2: 0.17703090608119965 (0.17703090608119965) | > loss_disc_real_3: 0.2058914303779602 (0.2058914303779602) | > loss_disc_real_4: 0.22648949921131134 (0.22648949921131134) | > loss_disc_real_5: 0.16434335708618164 (0.16434335708618164) | > loss_0: 2.2475693225860596 (2.2475693225860596) | > loss_gen: 2.4944028854370117 (2.4944028854370117) | > loss_kl: 1.942834496498108 (1.942834496498108) | > loss_feat: 8.271873474121094 (8.271873474121094) | > loss_mel: 14.702608108520508 (14.702608108520508) | > loss_duration: 1.79740571975708 (1.79740571975708) | > loss_1: 29.209125518798828 (29.209125518798828)  --> STEP: 2 | > loss_disc: 2.4328904151916504 (2.340229868888855) | > loss_disc_real_0: 0.15319879353046417 (0.14072300493717194) | > loss_disc_real_1: 0.244493305683136 (0.2335316315293312) | > loss_disc_real_2: 0.20368847250938416 (0.1903596892952919) | > loss_disc_real_3: 0.2020225077867508 (0.2039569690823555) | > loss_disc_real_4: 0.23344744741916656 (0.22996847331523895) | > loss_disc_real_5: 0.19284044206142426 (0.17859189957380295) | > loss_0: 2.4328904151916504 (2.340229868888855) | > loss_gen: 2.2993903160095215 (2.3968966007232666) | > loss_kl: 1.8313965797424316 (1.8871155381202698) | > loss_feat: 6.374543190002441 (7.323208332061768) | > loss_mel: 12.135980606079102 (13.419294357299805) | > loss_duration: 1.8352421522140503 (1.8163239359855652) | > loss_1: 24.476552963256836 (26.842839241027832)  --> STEP: 3 | > loss_disc: 2.288125514984131 (2.3228617509206138) | > loss_disc_real_0: 0.12741540372371674 (0.1362871378660202) | > loss_disc_real_1: 0.2460552155971527 (0.23770615955193838) | > loss_disc_real_2: 0.19253231585025787 (0.19108389814694723) | > loss_disc_real_3: 0.19618578255176544 (0.2013665735721588) | > loss_disc_real_4: 0.23844487965106964 (0.23279394209384918) | > loss_disc_real_5: 0.1719314604997635 (0.1763717532157898) | > loss_0: 2.288125514984131 (2.3228617509206138) | > loss_gen: 2.505949020385742 (2.4332474072774253) | > loss_kl: 1.9115023612976074 (1.8952444791793823) | > loss_feat: 7.733584403991699 (7.460000356038411) | > loss_mel: 14.3059663772583 (13.71485169728597) | > loss_duration: 1.8227763175964355 (1.8184747298558552) | > loss_1: 28.2797794342041 (27.321819305419922)  --> STEP: 4 | > loss_disc: 2.3074378967285156 (2.319005787372589) | > loss_disc_real_0: 0.11605755984783173 (0.13122974336147308) | > loss_disc_real_1: 0.231411412358284 (0.23613247275352478) | > loss_disc_real_2: 0.1952989101409912 (0.19213765114545822) | > loss_disc_real_3: 0.19182617962360382 (0.19898147508502007) | > loss_disc_real_4: 0.25980934500694275 (0.23954779282212257) | > loss_disc_real_5: 0.1830625683069229 (0.17804445698857307) | > loss_0: 2.3074378967285156 (2.319005787372589) | > loss_gen: 2.5256505012512207 (2.456348180770874) | > loss_kl: 2.202120065689087 (1.9719633758068085) | > loss_feat: 8.207819938659668 (7.646955251693726) | > loss_mel: 15.276985168457031 (14.105385065078735) | > loss_duration: 1.770590901374817 (1.8065037727355957) | > loss_1: 29.983165740966797 (27.98715591430664) --> EVAL PERFORMANCE | > avg_loader_time: 0.3151588439941406 (-0.036451876163482666) | > avg_loss_disc: 2.319005787372589 (+0.16614067554473877) | > avg_loss_disc_real_0: 0.13122974336147308 (+0.021459592506289482) | > avg_loss_disc_real_1: 0.23613247275352478 (+0.0715993121266365) | > avg_loss_disc_real_2: 0.19213765114545822 (+0.02699555829167366) | > avg_loss_disc_real_3: 0.19898147508502007 (+0.013198167085647583) | > avg_loss_disc_real_4: 0.23954779282212257 (+0.05099395290017128) | > avg_loss_disc_real_5: 0.17804445698857307 (-0.013787969946861267) | > avg_loss_0: 2.319005787372589 (+0.16614067554473877) | > avg_loss_gen: 2.456348180770874 (+0.030023813247680664) | > avg_loss_kl: 1.9719633758068085 (+0.05898728966712952) | > avg_loss_feat: 7.646955251693726 (-0.6069490909576416) | > avg_loss_mel: 14.105385065078735 (-0.2923417091369629) | > avg_loss_duration: 1.8065037727355957 (-0.011531800031661987) | > avg_loss_1: 27.98715591430664 (-0.8218107223510742)  > EPOCH: 15/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 16:05:27)   --> TIME: 2025-05-08 16:05:40 -- STEP: 12/725 -- GLOBAL_STEP: 56750 | > loss_disc: 2.260197401046753 (2.214654008547465) | > loss_disc_real_0: 0.3233431279659271 (0.1566694062203169) | > loss_disc_real_1: 0.20940352976322174 (0.1939100238184134) | > loss_disc_real_2: 0.2003156542778015 (0.19455262646079063) | > loss_disc_real_3: 0.17195750772953033 (0.1993790976703167) | > loss_disc_real_4: 0.15463650226593018 (0.1959149365623792) | > loss_disc_real_5: 0.21401265263557434 (0.20060390854875246) | > loss_0: 2.260197401046753 (2.214654008547465) | > grad_norm_0: tensor(72.9616, device='cuda:0') (tensor(43.0468, device='cuda:0')) | > loss_gen: 3.1427831649780273 (2.8479748566945395) | > loss_kl: 1.9928473234176636 (1.825530618429184) | > loss_feat: 9.71542739868164 (8.653307716051737) | > loss_mel: 15.893199920654297 (14.654376109441122) | > loss_duration: 1.8169556856155396 (1.775805542866389) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.561214447021484 (29.756994883219402) | > grad_norm_1: tensor(532.3338, device='cuda:0') (tensor(793.3674, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8303 (0.8362951477368673) | > loader_time: 0.0104 (0.010098576545715332)  --> TIME: 2025-05-08 16:06:24 -- STEP: 62/725 -- GLOBAL_STEP: 56800 | > loss_disc: 2.200766086578369 (2.243321407225824) | > loss_disc_real_0: 0.15224282443523407 (0.13932376535188767) | > loss_disc_real_1: 0.1960998773574829 (0.1989715056073281) | > loss_disc_real_2: 0.2080095410346985 (0.19645532509011607) | > loss_disc_real_3: 0.20402900874614716 (0.2032795572473157) | > loss_disc_real_4: 0.16356943547725677 (0.19874011580982515) | > loss_disc_real_5: 0.1693161129951477 (0.20831386432532342) | > loss_0: 2.200766086578369 (2.243321407225824) | > grad_norm_0: tensor(49.0353, device='cuda:0') (tensor(35.5133, device='cuda:0')) | > loss_gen: 2.823460817337036 (2.7825425324901456) | > loss_kl: 1.8125566244125366 (1.8503334041564696) | > loss_feat: 8.433028221130371 (8.45624322275961) | > loss_mel: 15.303890228271484 (14.387203308843798) | > loss_duration: 1.7879329919815063 (1.7545897691480574) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.160869598388672 (29.230912239320816) | > grad_norm_1: tensor(1287.5662, device='cuda:0') (tensor(759.4470, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8557 (0.8650648516993369) | > loader_time: 0.0102 (0.010457527252935597)  --> TIME: 2025-05-08 16:07:08 -- STEP: 112/725 -- GLOBAL_STEP: 56850 | > loss_disc: 2.2262368202209473 (2.224899090826512) | > loss_disc_real_0: 0.10381872206926346 (0.13723964357216437) | > loss_disc_real_1: 0.21932922303676605 (0.19807234472994292) | > loss_disc_real_2: 0.2166115939617157 (0.19600930809974676) | > loss_disc_real_3: 0.1907416135072708 (0.20074074875031198) | > loss_disc_real_4: 0.19821429252624512 (0.19895992747374946) | > loss_disc_real_5: 0.1937594711780548 (0.20403800665267877) | > loss_0: 2.2262368202209473 (2.224899090826512) | > grad_norm_0: tensor(22.2431, device='cuda:0') (tensor(36.4767, device='cuda:0')) | > loss_gen: 2.740100622177124 (2.781802909714835) | > loss_kl: 1.796958088874817 (1.834838188120297) | > loss_feat: 8.624360084533691 (8.437070889132361) | > loss_mel: 14.099347114562988 (14.349771686962672) | > loss_duration: 1.7861499786376953 (1.7588006375091416) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.04691505432129 (29.162284340177262) | > grad_norm_1: tensor(946.3793, device='cuda:0') (tensor(842.6823, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8354 (0.8656949422189167) | > loader_time: 0.0102 (0.010240548423358373)  --> TIME: 2025-05-08 16:07:51 -- STEP: 162/725 -- GLOBAL_STEP: 56900 | > loss_disc: 2.2888247966766357 (2.2189530936288255) | > loss_disc_real_0: 0.10287842154502869 (0.13682367008777307) | > loss_disc_real_1: 0.16689175367355347 (0.19617248878434862) | > loss_disc_real_2: 0.19995731115341187 (0.1955874489597333) | > loss_disc_real_3: 0.17848242819309235 (0.20013765797570895) | > loss_disc_real_4: 0.21673275530338287 (0.19930447821999778) | > loss_disc_real_5: 0.200666606426239 (0.20423553847236398) | > loss_0: 2.2888247966766357 (2.2189530936288255) | > grad_norm_0: tensor(33.3747, device='cuda:0') (tensor(35.0320, device='cuda:0')) | > loss_gen: 2.5495920181274414 (2.7702299430046557) | > loss_kl: 1.8814953565597534 (1.8263484607508154) | > loss_feat: 7.643348693847656 (8.40686555850653) | > loss_mel: 14.127355575561523 (14.293956185564582) | > loss_duration: 1.7425345182418823 (1.7611244100111503) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.944324493408203 (29.05852444966634) | > grad_norm_1: tensor(1243.6637, device='cuda:0') (tensor(916.3398, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8084 (0.8604006281605473) | > loader_time: 0.0109 (0.010230158582145786)  --> TIME: 2025-05-08 16:08:35 -- STEP: 212/725 -- GLOBAL_STEP: 56950 | > loss_disc: 2.2981204986572266 (2.2225223352324313) | > loss_disc_real_0: 0.1085437536239624 (0.13768063267728062) | > loss_disc_real_1: 0.23452475666999817 (0.19654205743715455) | > loss_disc_real_2: 0.21293731033802032 (0.19606197519965898) | > loss_disc_real_3: 0.24868525564670563 (0.19956663637509883) | > loss_disc_real_4: 0.2533300518989563 (0.20008970438590593) | > loss_disc_real_5: 0.21108703315258026 (0.2033808131544095) | > loss_0: 2.2981204986572266 (2.2225223352324313) | > grad_norm_0: tensor(13.3312, device='cuda:0') (tensor(36.1006, device='cuda:0')) | > loss_gen: 3.0276005268096924 (2.775436021247001) | > loss_kl: 1.8535579442977905 (1.8372763957617417) | > loss_feat: 8.66657543182373 (8.404584628231122) | > loss_mel: 14.743047714233398 (14.27948173037115) | > loss_duration: 1.7703404426574707 (1.7622730220263858) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.061120986938477 (29.059051693610424) | > grad_norm_1: tensor(869.0476, device='cuda:0') (tensor(885.9047, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8521 (0.8602377817315875) | > loader_time: 0.0108 (0.010309138388003946)  --> TIME: 2025-05-08 16:09:19 -- STEP: 262/725 -- GLOBAL_STEP: 57000 | > loss_disc: 1.9951753616333008 (2.2186595692889406) | > loss_disc_real_0: 0.09705205261707306 (0.13564007375247147) | > loss_disc_real_1: 0.20123502612113953 (0.19676567107894044) | > loss_disc_real_2: 0.16223262250423431 (0.19628560969620265) | > loss_disc_real_3: 0.19691169261932373 (0.19958114709335426) | > loss_disc_real_4: 0.19111737608909607 (0.19970348949423278) | > loss_disc_real_5: 0.2030925452709198 (0.20409888063223308) | > loss_0: 1.9951753616333008 (2.2186595692889406) | > grad_norm_0: tensor(13.7553, device='cuda:0') (tensor(34.3566, device='cuda:0')) | > loss_gen: 3.030285358428955 (2.777292490915489) | > loss_kl: 1.838189959526062 (1.8372236126251804) | > loss_feat: 9.332579612731934 (8.422777430701801) | > loss_mel: 15.169474601745605 (14.290122873000517) | > loss_duration: 1.7556798458099365 (1.7655769591113084) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.126209259033203 (29.092993314029606) | > grad_norm_1: tensor(638.5829, device='cuda:0') (tensor(867.1595, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.9063 (0.861187516277983) | > loader_time: 0.0105 (0.010320865470944471) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_57000.pth  --> TIME: 2025-05-08 16:10:06 -- STEP: 312/725 -- GLOBAL_STEP: 57050 | > loss_disc: 2.335691213607788 (2.2182979480578373) | > loss_disc_real_0: 0.16398541629314423 (0.13419146570735238) | > loss_disc_real_1: 0.20449578762054443 (0.1976134552118871) | > loss_disc_real_2: 0.16143789887428284 (0.19621099077929297) | > loss_disc_real_3: 0.2545313239097595 (0.19966028148356152) | > loss_disc_real_4: 0.22610978782176971 (0.19979693492253628) | > loss_disc_real_5: 0.240599125623703 (0.20384711643251086) | > loss_0: 2.335691213607788 (2.2182979480578373) | > grad_norm_0: tensor(39.5214, device='cuda:0') (tensor(33.7620, device='cuda:0')) | > loss_gen: 2.720851421356201 (2.7795642568514887) | > loss_kl: 1.767587661743164 (1.8345441554601376) | > loss_feat: 7.561390399932861 (8.444205984091145) | > loss_mel: 13.245959281921387 (14.34393397355691) | > loss_duration: 1.752588152885437 (1.7649847582364693) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.048376083374023 (29.167233081964348) | > grad_norm_1: tensor(1060.5430, device='cuda:0') (tensor(867.4929, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8698 (0.8620458474526038) | > loader_time: 0.0106 (0.010349710782368977)  --> TIME: 2025-05-08 16:10:50 -- STEP: 362/725 -- GLOBAL_STEP: 57100 | > loss_disc: 2.2394535541534424 (2.2172524935632825) | > loss_disc_real_0: 0.12264419347047806 (0.13403742828339468) | > loss_disc_real_1: 0.1860952079296112 (0.19756227266557974) | > loss_disc_real_2: 0.18920554220676422 (0.19625094993997017) | > loss_disc_real_3: 0.20565080642700195 (0.19930906289190214) | > loss_disc_real_4: 0.2091050148010254 (0.20016055624129372) | > loss_disc_real_5: 0.21057339012622833 (0.20330524370485897) | > loss_0: 2.2394535541534424 (2.2172524935632825) | > grad_norm_0: tensor(6.5641, device='cuda:0') (tensor(33.8069, device='cuda:0')) | > loss_gen: 2.7001395225524902 (2.775749724872862) | > loss_kl: 1.9236911535263062 (1.836621147163665) | > loss_feat: 8.552640914916992 (8.41923227758039) | > loss_mel: 14.27011775970459 (14.308190271999296) | > loss_duration: 1.7101175785064697 (1.7651009092014798) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.156705856323242 (29.104894300850717) | > grad_norm_1: tensor(526.4746, device='cuda:0') (tensor(871.7395, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8368 (0.8618729173807808) | > loader_time: 0.0095 (0.01036205739606151)  --> TIME: 2025-05-08 16:11:33 -- STEP: 412/725 -- GLOBAL_STEP: 57150 | > loss_disc: 2.1853179931640625 (2.2151829201040947) | > loss_disc_real_0: 0.10606232285499573 (0.13391095964075259) | > loss_disc_real_1: 0.22049270570278168 (0.19747740728328536) | > loss_disc_real_2: 0.19524039328098297 (0.1961386208467692) | > loss_disc_real_3: 0.20815543830394745 (0.19926194976834413) | > loss_disc_real_4: 0.2106442153453827 (0.19939208822776977) | > loss_disc_real_5: 0.22264398634433746 (0.20349938990276986) | > loss_0: 2.1853179931640625 (2.2151829201040947) | > grad_norm_0: tensor(22.9491, device='cuda:0') (tensor(34.2111, device='cuda:0')) | > loss_gen: 2.791731357574463 (2.777729649566909) | > loss_kl: 1.9052367210388184 (1.837362659498326) | > loss_feat: 8.7874116897583 (8.435512032323672) | > loss_mel: 14.795226097106934 (14.329299602693725) | > loss_duration: 1.750359058380127 (1.7652509238534762) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.02996253967285 (29.14515484652473) | > grad_norm_1: tensor(919.6079, device='cuda:0') (tensor(900.0683, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8666 (0.8611542819773109) | > loader_time: 0.0105 (0.010360691732573276)  --> TIME: 2025-05-08 16:12:17 -- STEP: 462/725 -- GLOBAL_STEP: 57200 | > loss_disc: 2.080836057662964 (2.2140954694190613) | > loss_disc_real_0: 0.07703293114900589 (0.13398446112032553) | > loss_disc_real_1: 0.20906098186969757 (0.19746732450537874) | > loss_disc_real_2: 0.20674172043800354 (0.19593099898203112) | > loss_disc_real_3: 0.17614854872226715 (0.19908164860882283) | > loss_disc_real_4: 0.1744493842124939 (0.1992405716216926) | > loss_disc_real_5: 0.16472622752189636 (0.20283235141854258) | > loss_0: 2.080836057662964 (2.2140954694190613) | > grad_norm_0: tensor(22.5542, device='cuda:0') (tensor(34.9547, device='cuda:0')) | > loss_gen: 2.8051860332489014 (2.78074127048641) | > loss_kl: 1.8173762559890747 (1.8369736844327027) | > loss_feat: 9.372418403625488 (8.4458173374077) | > loss_mel: 15.271488189697266 (14.3432265566541) | > loss_duration: 1.8039209842681885 (1.7650599293894582) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.070388793945312 (29.171818749729173) | > grad_norm_1: tensor(821.2237, device='cuda:0') (tensor(895.5682, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8222 (0.8598561617203089) | > loader_time: 0.0098 (0.010361931540749289)  --> TIME: 2025-05-08 16:13:00 -- STEP: 512/725 -- GLOBAL_STEP: 57250 | > loss_disc: 2.2314507961273193 (2.218208755133676) | > loss_disc_real_0: 0.10848258435726166 (0.13512501973309526) | > loss_disc_real_1: 0.151886448264122 (0.19747103215195244) | > loss_disc_real_2: 0.17307476699352264 (0.1961020374437794) | > loss_disc_real_3: 0.1684991717338562 (0.19901585570187305) | > loss_disc_real_4: 0.17824207246303558 (0.19928532562335027) | > loss_disc_real_5: 0.21785949170589447 (0.20337013731477777) | > loss_0: 2.2314507961273193 (2.218208755133676) | > grad_norm_0: tensor(31.8022, device='cuda:0') (tensor(34.3689, device='cuda:0')) | > loss_gen: 2.6271746158599854 (2.7711016177199777) | > loss_kl: 1.8162264823913574 (1.837064143968746) | > loss_feat: 8.528885841369629 (8.416186396032575) | > loss_mel: 15.22027587890625 (14.330076733604074) | > loss_duration: 1.7134180068969727 (1.764910773606971) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.90597915649414 (29.119339648634195) | > grad_norm_1: tensor(978.2628, device='cuda:0') (tensor(894.2663, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8425 (0.8596754437312484) | > loader_time: 0.0106 (0.010374546516686676)  --> TIME: 2025-05-08 16:13:44 -- STEP: 562/725 -- GLOBAL_STEP: 57300 | > loss_disc: 2.213284969329834 (2.218951960263305) | > loss_disc_real_0: 0.14587628841400146 (0.13580893869660898) | > loss_disc_real_1: 0.17475619912147522 (0.1972749383318043) | > loss_disc_real_2: 0.19816935062408447 (0.19601423648646715) | > loss_disc_real_3: 0.1950850486755371 (0.1990143389464273) | > loss_disc_real_4: 0.1755540519952774 (0.19916763411191862) | > loss_disc_real_5: 0.20638789236545563 (0.20325588198955366) | > loss_0: 2.213284969329834 (2.218951960263305) | > grad_norm_0: tensor(36.0819, device='cuda:0') (tensor(34.8642, device='cuda:0')) | > loss_gen: 2.81514048576355 (2.769269200406464) | > loss_kl: 1.747581124305725 (1.8376476554683943) | > loss_feat: 8.485882759094238 (8.407378878881927) | > loss_mel: 13.367051124572754 (14.325443474847651) | > loss_duration: 1.744158148765564 (1.7647522460947682) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.159812927246094 (29.104491427275644) | > grad_norm_1: tensor(577.4880, device='cuda:0') (tensor(905.2104, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.9035 (0.859311142001712) | > loader_time: 0.012 (0.010397856345804557)  --> TIME: 2025-05-08 16:14:28 -- STEP: 612/725 -- GLOBAL_STEP: 57350 | > loss_disc: 2.202202796936035 (2.217998081367781) | > loss_disc_real_0: 0.09988140314817429 (0.13611549645467505) | > loss_disc_real_1: 0.19465795159339905 (0.1972096422869786) | > loss_disc_real_2: 0.1601417064666748 (0.19582424208132274) | > loss_disc_real_3: 0.17518824338912964 (0.19890848259910257) | > loss_disc_real_4: 0.18531590700149536 (0.19883267011712585) | > loss_disc_real_5: 0.16669343411922455 (0.20328280366226734) | > loss_0: 2.202202796936035 (2.217998081367781) | > grad_norm_0: tensor(17.9068, device='cuda:0') (tensor(35.0456, device='cuda:0')) | > loss_gen: 3.0318758487701416 (2.7703967659301996) | > loss_kl: 1.7645268440246582 (1.835648928787194) | > loss_feat: 9.900482177734375 (8.413966493668909) | > loss_mel: 16.493480682373047 (14.323115150912914) | > loss_duration: 1.6845979690551758 (1.7643611234387542) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.874961853027344 (29.107488435857448) | > grad_norm_1: tensor(883.9286, device='cuda:0') (tensor(908.7254, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8406 (0.859376483882954) | > loader_time: 0.0105 (0.010414334294063595)  --> TIME: 2025-05-08 16:15:11 -- STEP: 662/725 -- GLOBAL_STEP: 57400 | > loss_disc: 2.259479522705078 (2.2182922582972098) | > loss_disc_real_0: 0.16846048831939697 (0.13668584160709285) | > loss_disc_real_1: 0.2021806538105011 (0.19696770356320903) | > loss_disc_real_2: 0.18511775135993958 (0.1956798549955345) | > loss_disc_real_3: 0.2576010525226593 (0.19897513024036267) | > loss_disc_real_4: 0.21228669583797455 (0.198955840889781) | > loss_disc_real_5: 0.2555493116378784 (0.20370691420448514) | > loss_0: 2.259479522705078 (2.2182922582972098) | > grad_norm_0: tensor(36.9359, device='cuda:0') (tensor(34.4046, device='cuda:0')) | > loss_gen: 2.8696908950805664 (2.7700768046508735) | > loss_kl: 1.947953701019287 (1.8357485259047448) | > loss_feat: 8.881664276123047 (8.412421844517008) | > loss_mel: 14.673951148986816 (14.324176539107032) | > loss_duration: 1.7596664428710938 (1.7643538769278282) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.13292694091797 (29.10677757436056) | > grad_norm_1: tensor(1484.5734, device='cuda:0') (tensor(898.3040, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8705 (0.8596344066170407) | > loader_time: 0.0112 (0.01041182830614626)  --> TIME: 2025-05-08 16:15:55 -- STEP: 712/725 -- GLOBAL_STEP: 57450 | > loss_disc: 2.203474760055542 (2.216521689563654) | > loss_disc_real_0: 0.08329719305038452 (0.13596993035982147) | > loss_disc_real_1: 0.19129827618598938 (0.19692836574205522) | > loss_disc_real_2: 0.2108577936887741 (0.195584614980924) | > loss_disc_real_3: 0.2146419733762741 (0.19885230884793106) | > loss_disc_real_4: 0.2282644659280777 (0.19881077430974908) | > loss_disc_real_5: 0.1965005248785019 (0.20387201938317737) | > loss_0: 2.203474760055542 (2.216521689563654) | > grad_norm_0: tensor(33.7192, device='cuda:0') (tensor(34.2374, device='cuda:0')) | > loss_gen: 2.723245620727539 (2.7725627968150555) | > loss_kl: 1.8771908283233643 (1.8386946061019147) | > loss_feat: 7.606265544891357 (8.418042462193572) | > loss_mel: 12.678194046020508 (14.308898288212465) | > loss_duration: 1.7384825944900513 (1.7628809001003758) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.623380661010742 (29.10107903801994) | > grad_norm_1: tensor(661.4840, device='cuda:0') (tensor(883.6561, device='cuda:0')) | > current_lr_0: 0.00019962532794733217 | > current_lr_1: 0.00019962532794733217 | > step_time: 0.8446 (0.859441309832455) | > loader_time: 0.0099 (0.010428176167305939)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.234079360961914 (2.234079360961914) | > loss_disc_real_0: 0.11071627587080002 (0.11071627587080002) | > loss_disc_real_1: 0.2316417098045349 (0.2316417098045349) | > loss_disc_real_2: 0.19114653766155243 (0.19114653766155243) | > loss_disc_real_3: 0.2541428804397583 (0.2541428804397583) | > loss_disc_real_4: 0.25529780983924866 (0.25529780983924866) | > loss_disc_real_5: 0.2393604964017868 (0.2393604964017868) | > loss_0: 2.234079360961914 (2.234079360961914) | > loss_gen: 2.7765066623687744 (2.7765066623687744) | > loss_kl: 2.031989336013794 (2.031989336013794) | > loss_feat: 8.634992599487305 (8.634992599487305) | > loss_mel: 15.414891242980957 (15.414891242980957) | > loss_duration: 1.6829493045806885 (1.6829493045806885) | > loss_1: 30.54132843017578 (30.54132843017578)  --> STEP: 1 | > loss_disc: 2.295197010040283 (2.295197010040283) | > loss_disc_real_0: 0.11577949672937393 (0.11577949672937393) | > loss_disc_real_1: 0.23587651550769806 (0.23587651550769806) | > loss_disc_real_2: 0.19936315715312958 (0.19936315715312958) | > loss_disc_real_3: 0.2255302518606186 (0.2255302518606186) | > loss_disc_real_4: 0.2379983812570572 (0.2379983812570572) | > loss_disc_real_5: 0.23272477090358734 (0.23272477090358734) | > loss_0: 2.295197010040283 (2.295197010040283) | > loss_gen: 2.6006898880004883 (2.6006898880004883) | > loss_kl: 2.1157655715942383 (2.1157655715942383) | > loss_feat: 8.241729736328125 (8.241729736328125) | > loss_mel: 14.82311725616455 (14.82311725616455) | > loss_duration: 1.7919344902038574 (1.7919344902038574) | > loss_1: 29.573238372802734 (29.573238372802734)  --> STEP: 2 | > loss_disc: 2.2355737686157227 (2.265385389328003) | > loss_disc_real_0: 0.12129639834165573 (0.11853794753551483) | > loss_disc_real_1: 0.23464173078536987 (0.23525912314653397) | > loss_disc_real_2: 0.17829254269599915 (0.18882784992456436) | > loss_disc_real_3: 0.22622989118099213 (0.22588007152080536) | > loss_disc_real_4: 0.24273665249347687 (0.24036751687526703) | > loss_disc_real_5: 0.25626757740974426 (0.2444961741566658) | > loss_0: 2.2355737686157227 (2.265385389328003) | > loss_gen: 2.700864791870117 (2.6507773399353027) | > loss_kl: 1.8527332544326782 (1.9842494130134583) | > loss_feat: 8.184698104858398 (8.213213920593262) | > loss_mel: 15.495378494262695 (15.159247875213623) | > loss_duration: 1.8122644424438477 (1.8020994663238525) | > loss_1: 30.045940399169922 (29.809589385986328)  --> STEP: 3 | > loss_disc: 2.3035829067230225 (2.2781178951263428) | > loss_disc_real_0: 0.13559585809707642 (0.12422391772270203) | > loss_disc_real_1: 0.241225466132164 (0.237247904141744) | > loss_disc_real_2: 0.1955653578042984 (0.1910736858844757) | > loss_disc_real_3: 0.24674037098884583 (0.23283350467681885) | > loss_disc_real_4: 0.2498507797718048 (0.2435286045074463) | > loss_disc_real_5: 0.2262309491634369 (0.2384077658255895) | > loss_0: 2.3035829067230225 (2.2781178951263428) | > loss_gen: 2.640606164932251 (2.6473869482676187) | > loss_kl: 1.964614987373352 (1.977704604466756) | > loss_feat: 7.57068395614624 (7.999037265777588) | > loss_mel: 14.252281188964844 (14.85692564646403) | > loss_duration: 1.797756552696228 (1.8006518284479778) | > loss_1: 28.225942611694336 (29.281707127888996)  --> STEP: 4 | > loss_disc: 2.1437153816223145 (2.2445172667503357) | > loss_disc_real_0: 0.10507538914680481 (0.11943678557872772) | > loss_disc_real_1: 0.23208202421665192 (0.23595643416047096) | > loss_disc_real_2: 0.175840824842453 (0.18726547062397003) | > loss_disc_real_3: 0.20883819460868835 (0.22683467715978622) | > loss_disc_real_4: 0.23398250341415405 (0.24114207923412323) | > loss_disc_real_5: 0.24182943999767303 (0.23926318436861038) | > loss_0: 2.1437153816223145 (2.2445172667503357) | > loss_gen: 2.786358118057251 (2.682129740715027) | > loss_kl: 1.9906282424926758 (1.980935513973236) | > loss_feat: 8.047225952148438 (8.0110844373703) | > loss_mel: 15.506280899047852 (15.019264459609985) | > loss_duration: 1.7630432844161987 (1.791249692440033) | > loss_1: 30.093536376953125 (29.48466444015503) --> EVAL PERFORMANCE | > avg_loader_time: 0.3070109486579895 (-0.008147895336151123) | > avg_loss_disc: 2.2445172667503357 (-0.07448852062225342) | > avg_loss_disc_real_0: 0.11943678557872772 (-0.011792957782745361) | > avg_loss_disc_real_1: 0.23595643416047096 (-0.00017603859305381775) | > avg_loss_disc_real_2: 0.18726547062397003 (-0.00487218052148819) | > avg_loss_disc_real_3: 0.22683467715978622 (+0.02785320207476616) | > avg_loss_disc_real_4: 0.24114207923412323 (+0.0015942864120006561) | > avg_loss_disc_real_5: 0.23926318436861038 (+0.06121872738003731) | > avg_loss_0: 2.2445172667503357 (-0.07448852062225342) | > avg_loss_gen: 2.682129740715027 (+0.22578155994415283) | > avg_loss_kl: 1.980935513973236 (+0.008972138166427612) | > avg_loss_feat: 8.0110844373703 (+0.3641291856765747) | > avg_loss_mel: 15.019264459609985 (+0.91387939453125) | > avg_loss_duration: 1.791249692440033 (-0.015254080295562744) | > avg_loss_1: 29.48466444015503 (+1.4975085258483887)  > EPOCH: 16/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 16:16:13)   --> TIME: 2025-05-08 16:16:47 -- STEP: 37/725 -- GLOBAL_STEP: 57500 | > loss_disc: 2.363539218902588 (2.226352201925742) | > loss_disc_real_0: 0.12614408135414124 (0.13495691684452266) | > loss_disc_real_1: 0.19182051718235016 (0.197751368219788) | > loss_disc_real_2: 0.1983054280281067 (0.19515333344807495) | > loss_disc_real_3: 0.1902640461921692 (0.19718113944337173) | > loss_disc_real_4: 0.19605502486228943 (0.19904949979202166) | > loss_disc_real_5: 0.19911710917949677 (0.20443895861909195) | > loss_0: 2.363539218902588 (2.226352201925742) | > grad_norm_0: tensor(49.5277, device='cuda:0') (tensor(29.2360, device='cuda:0')) | > loss_gen: 2.4438765048980713 (2.730083136945157) | > loss_kl: 1.7436267137527466 (1.8859469342876125) | > loss_feat: 7.43039608001709 (8.32795546505902) | > loss_mel: 12.9456787109375 (14.0801410417299) | > loss_duration: 1.7376794815063477 (1.7452726041948474) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.301258087158203 (28.769398921244854) | > grad_norm_1: tensor(651.7830, device='cuda:0') (tensor(998.0014, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8473 (0.856073572828963) | > loader_time: 0.0118 (0.01071792679864007)  --> TIME: 2025-05-08 16:17:31 -- STEP: 87/725 -- GLOBAL_STEP: 57550 | > loss_disc: 2.2618422508239746 (2.223537919165074) | > loss_disc_real_0: 0.14983715116977692 (0.13535427028077768) | > loss_disc_real_1: 0.17991477251052856 (0.19814524088782826) | > loss_disc_real_2: 0.19195811450481415 (0.1953963844598025) | > loss_disc_real_3: 0.19918112456798553 (0.19927439590295148) | > loss_disc_real_4: 0.21726633608341217 (0.20015941971334913) | > loss_disc_real_5: 0.20537856221199036 (0.2029762632887939) | > loss_0: 2.2618422508239746 (2.223537919165074) | > grad_norm_0: tensor(49.0096, device='cuda:0') (tensor(33.5234, device='cuda:0')) | > loss_gen: 2.6864705085754395 (2.7543207722148666) | > loss_kl: 1.758000373840332 (1.8534544994091164) | > loss_feat: 8.406991004943848 (8.324954597429295) | > loss_mel: 14.350078582763672 (14.05782285229913) | > loss_duration: 1.7189425230026245 (1.750426041668859) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.920482635498047 (28.740978613667103) | > grad_norm_1: tensor(991.3394, device='cuda:0') (tensor(894.7584, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8365 (0.8521430876063204) | > loader_time: 0.0113 (0.010544828984929226)  --> TIME: 2025-05-08 16:18:14 -- STEP: 137/725 -- GLOBAL_STEP: 57600 | > loss_disc: 2.034850835800171 (2.210855433540622) | > loss_disc_real_0: 0.09875480085611343 (0.13467083316649833) | > loss_disc_real_1: 0.17792832851409912 (0.19613023428586276) | > loss_disc_real_2: 0.18068581819534302 (0.19402538718533344) | > loss_disc_real_3: 0.1996617466211319 (0.19872143103258447) | > loss_disc_real_4: 0.17267386615276337 (0.19980489217886957) | > loss_disc_real_5: 0.22375012934207916 (0.20312796761519716) | > loss_0: 2.034850835800171 (2.210855433540622) | > grad_norm_0: tensor(15.4023, device='cuda:0') (tensor(35.7586, device='cuda:0')) | > loss_gen: 2.9046003818511963 (2.7734011524785167) | > loss_kl: 1.8680379390716553 (1.8421355050845738) | > loss_feat: 9.296151161193848 (8.396703090110831) | > loss_mel: 14.632452011108398 (14.133411699838012) | > loss_duration: 1.7499809265136719 (1.757048843550856) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.451223373413086 (28.902700312816307) | > grad_norm_1: tensor(704.9980, device='cuda:0') (tensor(913.9965, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8089 (0.8525842141060934) | > loader_time: 0.012 (0.010593570931984557)  --> TIME: 2025-05-08 16:18:58 -- STEP: 187/725 -- GLOBAL_STEP: 57650 | > loss_disc: 2.211014986038208 (2.2181804817628104) | > loss_disc_real_0: 0.13549810647964478 (0.13493198789855373) | > loss_disc_real_1: 0.21164940297603607 (0.19703223074183746) | > loss_disc_real_2: 0.2231072038412094 (0.19487353497966725) | > loss_disc_real_3: 0.1849699318408966 (0.19917381622574545) | > loss_disc_real_4: 0.17523044347763062 (0.19887554876625857) | > loss_disc_real_5: 0.16185952723026276 (0.2039235560173657) | > loss_0: 2.211014986038208 (2.2181804817628104) | > grad_norm_0: tensor(29.7718, device='cuda:0') (tensor(35.8106, device='cuda:0')) | > loss_gen: 2.756692886352539 (2.7648582955732683) | > loss_kl: 1.891398310661316 (1.8491330038417468) | > loss_feat: 8.59577465057373 (8.349371308311422) | > loss_mel: 14.596700668334961 (14.143629981872232) | > loss_duration: 1.8050533533096313 (1.7629660693081943) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.645620346069336 (28.86995862257034) | > grad_norm_1: tensor(1339.1823, device='cuda:0') (tensor(914.9221, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8491 (0.8542410562382662) | > loader_time: 0.0111 (0.010815021188501368)  --> TIME: 2025-05-08 16:19:42 -- STEP: 237/725 -- GLOBAL_STEP: 57700 | > loss_disc: 2.146454095840454 (2.224373199768709) | > loss_disc_real_0: 0.06956950575113297 (0.13551499226173777) | > loss_disc_real_1: 0.19429144263267517 (0.1976453878205537) | > loss_disc_real_2: 0.23772957921028137 (0.19606108888040616) | > loss_disc_real_3: 0.16091026365756989 (0.1992340738637538) | > loss_disc_real_4: 0.18505902588367462 (0.19966514333139493) | > loss_disc_real_5: 0.19237393140792847 (0.20427173948237665) | > loss_0: 2.146454095840454 (2.224373199768709) | > grad_norm_0: tensor(14.7503, device='cuda:0') (tensor(35.2317, device='cuda:0')) | > loss_gen: 2.85648250579834 (2.7602300573501894) | > loss_kl: 2.1608223915100098 (1.847872043963726) | > loss_feat: 9.397842407226562 (8.327833215898607) | > loss_mel: 15.470605850219727 (14.116876565957371) | > loss_duration: 1.751904010772705 (1.7632288666214118) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.637657165527344 (28.816040715084796) | > grad_norm_1: tensor(843.6741, device='cuda:0') (tensor(911.3591, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8201 (0.8586335675122869) | > loader_time: 0.0103 (0.010862481241990745)  --> TIME: 2025-05-08 16:20:26 -- STEP: 287/725 -- GLOBAL_STEP: 57750 | > loss_disc: 2.2204995155334473 (2.2288035033887263) | > loss_disc_real_0: 0.10699757188558578 (0.13615996606050892) | > loss_disc_real_1: 0.19243714213371277 (0.1978331212901903) | > loss_disc_real_2: 0.19118186831474304 (0.19620780921979228) | > loss_disc_real_3: 0.18312913179397583 (0.19951556103777804) | > loss_disc_real_4: 0.21985618770122528 (0.20037772244277313) | > loss_disc_real_5: 0.18557490408420563 (0.20507569164556907) | > loss_0: 2.2204995155334473 (2.2288035033887263) | > grad_norm_0: tensor(17.6566, device='cuda:0') (tensor(34.7909, device='cuda:0')) | > loss_gen: 2.6122887134552 (2.754477865604573) | > loss_kl: 1.7401646375656128 (1.8369633914701615) | > loss_feat: 7.492488384246826 (8.317613739585216) | > loss_mel: 12.001992225646973 (14.115536314269807) | > loss_duration: 1.806067943572998 (1.764446091984207) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.653003692626953 (28.789037392114512) | > grad_norm_1: tensor(979.9257, device='cuda:0') (tensor(899.1748, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8086 (0.8580757724283464) | > loader_time: 0.0099 (0.0108576003682738)  --> TIME: 2025-05-08 16:21:16 -- STEP: 337/725 -- GLOBAL_STEP: 57800 | > loss_disc: 2.0838816165924072 (2.2257024523766162) | > loss_disc_real_0: 0.07232340425252914 (0.1349871394719144) | > loss_disc_real_1: 0.1649525761604309 (0.19746640342279434) | > loss_disc_real_2: 0.16468872129917145 (0.19609812600676313) | > loss_disc_real_3: 0.17465388774871826 (0.19956411991699508) | > loss_disc_real_4: 0.19390133023262024 (0.2003848130872766) | > loss_disc_real_5: 0.18850654363632202 (0.20470874878171644) | > loss_0: 2.0838816165924072 (2.2257024523766162) | > grad_norm_0: tensor(49.9959, device='cuda:0') (tensor(33.8722, device='cuda:0')) | > loss_gen: 3.0604004859924316 (2.757303686453257) | > loss_kl: 1.948505163192749 (1.8310181539207255) | > loss_feat: 10.149269104003906 (8.32235395872982) | > loss_mel: 16.26630973815918 (14.11531030954876) | > loss_duration: 1.738116979598999 (1.764056143138104) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.162601470947266 (28.79004219802268) | > grad_norm_1: tensor(1406.2494, device='cuda:0') (tensor(881.0391, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 1.0432 (0.8773736041094499) | > loader_time: 0.0158 (0.011290044388360725)  --> TIME: 2025-05-08 16:22:05 -- STEP: 387/725 -- GLOBAL_STEP: 57850 | > loss_disc: 2.364722728729248 (2.229324559832726) | > loss_disc_real_0: 0.17158502340316772 (0.13661601482974772) | > loss_disc_real_1: 0.2037154585123062 (0.19807366599408235) | > loss_disc_real_2: 0.20721180737018585 (0.1962984765684882) | > loss_disc_real_3: 0.19204595685005188 (0.19981810127117833) | > loss_disc_real_4: 0.2280287742614746 (0.20014043664439396) | > loss_disc_real_5: 0.202335387468338 (0.2046560612759849) | > loss_0: 2.364722728729248 (2.229324559832726) | > grad_norm_0: tensor(8.4468, device='cuda:0') (tensor(35.0485, device='cuda:0')) | > loss_gen: 2.3531877994537354 (2.7555387050914537) | > loss_kl: 1.914535403251648 (1.828802437437289) | > loss_feat: 6.320616245269775 (8.301619137904446) | > loss_mel: 11.446903228759766 (14.105547365292098) | > loss_duration: 1.8564296960830688 (1.7650222987783661) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.891672134399414 (28.756529918936796) | > grad_norm_1: tensor(232.9180, device='cuda:0') (tensor(885.5484, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8505 (0.886360520848316) | > loader_time: 0.0107 (0.01155239605472377)  --> TIME: 2025-05-08 16:22:48 -- STEP: 437/725 -- GLOBAL_STEP: 57900 | > loss_disc: 2.3292794227600098 (2.229675432910089) | > loss_disc_real_0: 0.23519302904605865 (0.13807432177887893) | > loss_disc_real_1: 0.208131343126297 (0.19759421933706622) | > loss_disc_real_2: 0.22291305661201477 (0.19606609874377262) | > loss_disc_real_3: 0.2389480620622635 (0.19987814581912494) | > loss_disc_real_4: 0.20576907694339752 (0.19980060610945766) | > loss_disc_real_5: 0.21740058064460754 (0.20440740818562714) | > loss_0: 2.3292794227600098 (2.229675432910089) | > grad_norm_0: tensor(49.7447, device='cuda:0') (tensor(35.3777, device='cuda:0')) | > loss_gen: 2.793844223022461 (2.7552794422655973) | > loss_kl: 1.7465457916259766 (1.8295568931566495) | > loss_feat: 7.485107421875 (8.294960710494959) | > loss_mel: 13.421279907226562 (14.095401840297253) | > loss_duration: 1.7198379039764404 (1.7649430830364095) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.166614532470703 (28.740141923149334) | > grad_norm_1: tensor(467.1286, device='cuda:0') (tensor(874.3749, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.9193 (0.8824209768657552) | > loader_time: 0.0113 (0.01151084190647989)  --> TIME: 2025-05-08 16:23:32 -- STEP: 487/725 -- GLOBAL_STEP: 57950 | > loss_disc: 2.3235864639282227 (2.2288516490611205) | > loss_disc_real_0: 0.12925320863723755 (0.13826370664568158) | > loss_disc_real_1: 0.2003748118877411 (0.197600191225751) | > loss_disc_real_2: 0.18472814559936523 (0.19575216221858344) | > loss_disc_real_3: 0.2070305049419403 (0.1995289813138131) | > loss_disc_real_4: 0.2038973569869995 (0.19947104208033678) | > loss_disc_real_5: 0.207540363073349 (0.20456929431436488) | > loss_0: 2.3235864639282227 (2.2288516490611205) | > grad_norm_0: tensor(29.2908, device='cuda:0') (tensor(34.7392, device='cuda:0')) | > loss_gen: 2.5904457569122314 (2.7528297005248037) | > loss_kl: 1.7691965103149414 (1.829325537172431) | > loss_feat: 7.315506458282471 (8.304425129900231) | > loss_mel: 12.517972946166992 (14.135267148027674) | > loss_duration: 1.7549118995666504 (1.7648084339909482) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.948034286499023 (28.786655927340842) | > grad_norm_1: tensor(1171.6545, device='cuda:0') (tensor(893.3831, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8201 (0.8798609303742707) | > loader_time: 0.0111 (0.011482462990700094)  --> TIME: 2025-05-08 16:24:15 -- STEP: 537/725 -- GLOBAL_STEP: 58000 | > loss_disc: 2.5420303344726562 (2.2311560102015235) | > loss_disc_real_0: 0.14116144180297852 (0.13845691786909006) | > loss_disc_real_1: 0.22104917466640472 (0.197715407448996) | > loss_disc_real_2: 0.19933314621448517 (0.19611524420077575) | > loss_disc_real_3: 0.2146049439907074 (0.1996580416152819) | > loss_disc_real_4: 0.22586624324321747 (0.19977603003632424) | > loss_disc_real_5: 0.20702694356441498 (0.20473040559882336) | > loss_0: 2.5420303344726562 (2.2311560102015235) | > grad_norm_0: tensor(15.5827, device='cuda:0') (tensor(35.2837, device='cuda:0')) | > loss_gen: 2.2890372276306152 (2.7523183791553074) | > loss_kl: 1.7719672918319702 (1.8314394111739856) | > loss_feat: 5.989468574523926 (8.309674928086208) | > loss_mel: 11.420955657958984 (14.147504849140873) | > loss_duration: 1.793456792831421 (1.7646337068280693) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.2648868560791 (28.805571270166606) | > grad_norm_1: tensor(526.0011, device='cuda:0') (tensor(898.6080, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8385 (0.8772104772109557) | > loader_time: 0.0113 (0.011453818120547955) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_58000.pth  --> TIME: 2025-05-08 16:25:01 -- STEP: 587/725 -- GLOBAL_STEP: 58050 | > loss_disc: 2.278501510620117 (2.231342919031237) | > loss_disc_real_0: 0.13431492447853088 (0.1388883801015312) | > loss_disc_real_1: 0.2179279327392578 (0.19781991428167295) | > loss_disc_real_2: 0.19053639471530914 (0.1962398212193631) | > loss_disc_real_3: 0.19645725190639496 (0.19953125377631462) | > loss_disc_real_4: 0.1862400323152542 (0.19960319295246307) | > loss_disc_real_5: 0.18916822969913483 (0.20470279912120037) | > loss_0: 2.278501510620117 (2.231342919031237) | > grad_norm_0: tensor(25.9116, device='cuda:0') (tensor(35.5469, device='cuda:0')) | > loss_gen: 2.6393635272979736 (2.7527754846992027) | > loss_kl: 1.7587831020355225 (1.8328805020558163) | > loss_feat: 7.515834331512451 (8.314329596556842) | > loss_mel: 13.616227149963379 (14.158890355384736) | > loss_duration: 1.753193974494934 (1.7644923109009074) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.283403396606445 (28.823368264219425) | > grad_norm_1: tensor(746.4695, device='cuda:0') (tensor(887.0945, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8537 (0.8753183651620319) | > loader_time: 0.0121 (0.011433749223283444)  --> TIME: 2025-05-08 16:25:44 -- STEP: 637/725 -- GLOBAL_STEP: 58100 | > loss_disc: 2.119938373565674 (2.230703280335131) | > loss_disc_real_0: 0.12623140215873718 (0.1385466646128209) | > loss_disc_real_1: 0.21559138596057892 (0.19790928337132352) | > loss_disc_real_2: 0.17263463139533997 (0.19631364719366157) | > loss_disc_real_3: 0.1798153966665268 (0.19953660166338413) | > loss_disc_real_4: 0.20105917751789093 (0.1995450400482729) | > loss_disc_real_5: 0.19136479496955872 (0.2045134874630948) | > loss_0: 2.119938373565674 (2.230703280335131) | > grad_norm_0: tensor(23.4167, device='cuda:0') (tensor(35.3154, device='cuda:0')) | > loss_gen: 2.8355798721313477 (2.752258468085964) | > loss_kl: 1.8497886657714844 (1.8347031995303216) | > loss_feat: 8.938749313354492 (8.316020202037873) | > loss_mel: 14.452350616455078 (14.174519393657404) | > loss_duration: 1.7480316162109375 (1.7647241224860846) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.824501037597656 (28.842225393657593) | > grad_norm_1: tensor(411.3488, device='cuda:0') (tensor(891.4846, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8485 (0.8732465163130585) | > loader_time: 0.0114 (0.01143530249782784)  --> TIME: 2025-05-08 16:26:27 -- STEP: 687/725 -- GLOBAL_STEP: 58150 | > loss_disc: 2.25829815864563 (2.2320267329917023) | > loss_disc_real_0: 0.1554233878850937 (0.13934423752790617) | > loss_disc_real_1: 0.19529180228710175 (0.19781926144158488) | > loss_disc_real_2: 0.22101590037345886 (0.1963766396175825) | > loss_disc_real_3: 0.18145036697387695 (0.19948381784180866) | > loss_disc_real_4: 0.18270817399024963 (0.19948974980537548) | > loss_disc_real_5: 0.18394847214221954 (0.204470300388128) | > loss_0: 2.25829815864563 (2.2320267329917023) | > grad_norm_0: tensor(24.8381, device='cuda:0') (tensor(35.0228, device='cuda:0')) | > loss_gen: 2.6687347888946533 (2.7494457236544) | > loss_kl: 1.877481460571289 (1.8361561534359638) | > loss_feat: 8.22377872467041 (8.315022680263164) | > loss_mel: 12.97468090057373 (14.171230896418098) | > loss_duration: 1.7949252128601074 (1.7656921543929254) | > amp_scaler: 128.0 (128.372634643377) | > loss_1: 27.539602279663086 (28.83754763818377) | > grad_norm_1: tensor(1076.5823, device='cuda:0') (tensor(883.5518, device='cuda:0')) | > current_lr_0: 0.00019960037478133875 | > current_lr_1: 0.00019960037478133875 | > step_time: 0.8743 (0.8711392223574705) | > loader_time: 0.012 (0.011434286789429066)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.168529510498047 (2.168529510498047) | > loss_disc_real_0: 0.0952938124537468 (0.0952938124537468) | > loss_disc_real_1: 0.18878576159477234 (0.18878576159477234) | > loss_disc_real_2: 0.17477168142795563 (0.17477168142795563) | > loss_disc_real_3: 0.20290450751781464 (0.20290450751781464) | > loss_disc_real_4: 0.1990172415971756 (0.1990172415971756) | > loss_disc_real_5: 0.2103835642337799 (0.2103835642337799) | > loss_0: 2.168529510498047 (2.168529510498047) | > loss_gen: 2.5275509357452393 (2.5275509357452393) | > loss_kl: 2.1374528408050537 (2.1374528408050537) | > loss_feat: 9.082771301269531 (9.082771301269531) | > loss_mel: 15.906651496887207 (15.906651496887207) | > loss_duration: 1.7424874305725098 (1.7424874305725098) | > loss_1: 31.396915435791016 (31.396915435791016)  --> STEP: 1 | > loss_disc: 2.1562652587890625 (2.1562652587890625) | > loss_disc_real_0: 0.09610045701265335 (0.09610045701265335) | > loss_disc_real_1: 0.20645742118358612 (0.20645742118358612) | > loss_disc_real_2: 0.1826460212469101 (0.1826460212469101) | > loss_disc_real_3: 0.15742772817611694 (0.15742772817611694) | > loss_disc_real_4: 0.1806042641401291 (0.1806042641401291) | > loss_disc_real_5: 0.20955532789230347 (0.20955532789230347) | > loss_0: 2.1562652587890625 (2.1562652587890625) | > loss_gen: 2.5094995498657227 (2.5094995498657227) | > loss_kl: 1.8496754169464111 (1.8496754169464111) | > loss_feat: 8.487594604492188 (8.487594604492188) | > loss_mel: 16.750551223754883 (16.750551223754883) | > loss_duration: 1.8079612255096436 (1.8079612255096436) | > loss_1: 31.40528106689453 (31.40528106689453)  --> STEP: 2 | > loss_disc: 2.3165135383605957 (2.236389398574829) | > loss_disc_real_0: 0.13458138704299927 (0.11534092202782631) | > loss_disc_real_1: 0.21812936663627625 (0.21229339390993118) | > loss_disc_real_2: 0.179637148976326 (0.18114158511161804) | > loss_disc_real_3: 0.17021407186985016 (0.16382090002298355) | > loss_disc_real_4: 0.20473116636276245 (0.19266771525144577) | > loss_disc_real_5: 0.21457858383655548 (0.21206695586442947) | > loss_0: 2.3165135383605957 (2.236389398574829) | > loss_gen: 2.3282926082611084 (2.4188960790634155) | > loss_kl: 1.8261420726776123 (1.8379087448120117) | > loss_feat: 7.09110689163208 (7.789350748062134) | > loss_mel: 13.414250373840332 (15.082400798797607) | > loss_duration: 1.8467131853103638 (1.8273372054100037) | > loss_1: 26.506505966186523 (28.955893516540527)  --> STEP: 3 | > loss_disc: 2.430943250656128 (2.3012406826019287) | > loss_disc_real_0: 0.12494420260190964 (0.11854201555252075) | > loss_disc_real_1: 0.22293074429035187 (0.2158391773700714) | > loss_disc_real_2: 0.19313916563987732 (0.1851407786210378) | > loss_disc_real_3: 0.19925199449062347 (0.17563126484553018) | > loss_disc_real_4: 0.2147935926914215 (0.20004300773143768) | > loss_disc_real_5: 0.25591593980789185 (0.2266832838455836) | > loss_0: 2.430943250656128 (2.3012406826019287) | > loss_gen: 2.2740848064422607 (2.370625654856364) | > loss_kl: 1.8741209506988525 (1.8499794801076253) | > loss_feat: 6.784123420715332 (7.454274972279866) | > loss_mel: 13.862178802490234 (14.675660133361816) | > loss_duration: 1.824196219444275 (1.826290210088094) | > loss_1: 26.618703842163086 (28.176830291748047)  --> STEP: 4 | > loss_disc: 2.241053581237793 (2.2861939072608948) | > loss_disc_real_0: 0.09148659557104111 (0.11177816055715084) | > loss_disc_real_1: 0.22990097105503082 (0.21935462579131126) | > loss_disc_real_2: 0.1882878541946411 (0.18592754751443863) | > loss_disc_real_3: 0.15280579030513763 (0.16992489621043205) | > loss_disc_real_4: 0.20167459547519684 (0.20045090466737747) | > loss_disc_real_5: 0.2578582763671875 (0.23447703197598457) | > loss_0: 2.241053581237793 (2.2861939072608948) | > loss_gen: 2.464423656463623 (2.3940751552581787) | > loss_kl: 1.6840271949768066 (1.8084914088249207) | > loss_feat: 9.471525192260742 (7.9585875272750854) | > loss_mel: 16.898019790649414 (15.231250047683716) | > loss_duration: 1.778233528137207 (1.8142760396003723) | > loss_1: 32.29623031616211 (29.206680297851562) --> EVAL PERFORMANCE | > avg_loader_time: 0.3252958655357361 (+0.018284916877746582) | > avg_loss_disc: 2.2861939072608948 (+0.04167664051055908) | > avg_loss_disc_real_0: 0.11177816055715084 (-0.007658625021576881) | > avg_loss_disc_real_1: 0.21935462579131126 (-0.0166018083691597) | > avg_loss_disc_real_2: 0.18592754751443863 (-0.0013379231095314026) | > avg_loss_disc_real_3: 0.16992489621043205 (-0.05690978094935417) | > avg_loss_disc_real_4: 0.20045090466737747 (-0.04069117456674576) | > avg_loss_disc_real_5: 0.23447703197598457 (-0.004786152392625809) | > avg_loss_0: 2.2861939072608948 (+0.04167664051055908) | > avg_loss_gen: 2.3940751552581787 (-0.28805458545684814) | > avg_loss_kl: 1.8084914088249207 (-0.17244410514831543) | > avg_loss_feat: 7.9585875272750854 (-0.052496910095214844) | > avg_loss_mel: 15.231250047683716 (+0.21198558807373047) | > avg_loss_duration: 1.8142760396003723 (+0.023026347160339355) | > avg_loss_1: 29.206680297851562 (-0.2779841423034668)  > EPOCH: 17/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 16:27:07)   --> TIME: 2025-05-08 16:27:19 -- STEP: 12/725 -- GLOBAL_STEP: 58200 | > loss_disc: 2.308824062347412 (2.178437133630117) | > loss_disc_real_0: 0.15561343729496002 (0.14147299155592918) | > loss_disc_real_1: 0.207461878657341 (0.19794207563002905) | > loss_disc_real_2: 0.2179419994354248 (0.19063365956147513) | > loss_disc_real_3: 0.20011430978775024 (0.1987340102593104) | > loss_disc_real_4: 0.24467697739601135 (0.2011533702413241) | > loss_disc_real_5: 0.1859673410654068 (0.20676302537322044) | > loss_0: 2.308824062347412 (2.178437133630117) | > grad_norm_0: tensor(11.4630, device='cuda:0') (tensor(17.2561, device='cuda:0')) | > loss_gen: 2.517631769180298 (2.767726163069407) | > loss_kl: 1.8818188905715942 (1.8585353593031566) | > loss_feat: 7.068728446960449 (8.620562235514322) | > loss_mel: 13.015673637390137 (14.785028298695883) | > loss_duration: 1.830078125 (1.78097203373909) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.31393051147461 (29.812824090321858) | > grad_norm_1: tensor(332.3617, device='cuda:0') (tensor(750.2610, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8431 (0.8406653006871542) | > loader_time: 0.0103 (0.010372002919514975)  --> TIME: 2025-05-08 16:28:03 -- STEP: 62/725 -- GLOBAL_STEP: 58250 | > loss_disc: 2.1838865280151367 (2.2312668754208462) | > loss_disc_real_0: 0.10411763191223145 (0.14393014460802075) | > loss_disc_real_1: 0.20859378576278687 (0.19822413282048318) | > loss_disc_real_2: 0.23517602682113647 (0.1966850132711472) | > loss_disc_real_3: 0.18121802806854248 (0.19748194515705111) | > loss_disc_real_4: 0.21815358102321625 (0.198858046483609) | > loss_disc_real_5: 0.1841449737548828 (0.2087620571255684) | > loss_0: 2.1838865280151367 (2.2312668754208462) | > grad_norm_0: tensor(24.9007, device='cuda:0') (tensor(30.3473, device='cuda:0')) | > loss_gen: 2.642282009124756 (2.7218816972547963) | > loss_kl: 1.8613096475601196 (1.8269914427111227) | > loss_feat: 7.543148994445801 (8.325192428404286) | > loss_mel: 13.062371253967285 (14.241309996574156) | > loss_duration: 1.8160699605941772 (1.7721031404310656) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.92518424987793 (28.887478736139112) | > grad_norm_1: tensor(749.6747, device='cuda:0') (tensor(954.3782, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8594 (0.8576521796564901) | > loader_time: 0.0098 (0.010735834798505229)  --> TIME: 2025-05-08 16:28:47 -- STEP: 112/725 -- GLOBAL_STEP: 58300 | > loss_disc: 2.1235246658325195 (2.2182422503829) | > loss_disc_real_0: 0.09759610891342163 (0.14074816395129472) | > loss_disc_real_1: 0.16844689846038818 (0.19696051507656068) | > loss_disc_real_2: 0.19333328306674957 (0.19605469198099204) | > loss_disc_real_3: 0.16233496367931366 (0.19702324923127892) | > loss_disc_real_4: 0.1777815818786621 (0.19930520307804858) | > loss_disc_real_5: 0.1788821965456009 (0.2050742824961032) | > loss_0: 2.1235246658325195 (2.2182422503829) | > grad_norm_0: tensor(20.4895, device='cuda:0') (tensor(34.2210, device='cuda:0')) | > loss_gen: 2.6727511882781982 (2.760182418993541) | > loss_kl: 1.8128008842468262 (1.817548074892589) | > loss_feat: 8.373064041137695 (8.4160912675517) | > loss_mel: 13.888395309448242 (14.266350311892372) | > loss_duration: 1.7729111909866333 (1.7742845958897049) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.519922256469727 (29.03445671285902) | > grad_norm_1: tensor(409.4207, device='cuda:0') (tensor(943.5944, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8456 (0.8606171820844922) | > loader_time: 0.0099 (0.01070172871862139)  --> TIME: 2025-05-08 16:29:31 -- STEP: 162/725 -- GLOBAL_STEP: 58350 | > loss_disc: 2.3825459480285645 (2.2303706576794755) | > loss_disc_real_0: 0.16136562824249268 (0.14194708092161168) | > loss_disc_real_1: 0.2013792097568512 (0.1973893016944697) | > loss_disc_real_2: 0.2114366590976715 (0.1968021987029064) | > loss_disc_real_3: 0.1950749009847641 (0.19771807134887318) | > loss_disc_real_4: 0.20432651042938232 (0.19875985586348874) | > loss_disc_real_5: 0.2557084262371063 (0.20691032937647383) | > loss_0: 2.3825459480285645 (2.2303706576794755) | > grad_norm_0: tensor(9.5878, device='cuda:0') (tensor(32.6190, device='cuda:0')) | > loss_gen: 2.4708456993103027 (2.745458342410899) | > loss_kl: 1.8506232500076294 (1.8172655848809232) | > loss_feat: 7.139318943023682 (8.365573312029433) | > loss_mel: 12.754647254943848 (14.251327137888214) | > loss_duration: 1.7541160583496094 (1.7727765293768898) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.969552993774414 (28.95240098458749) | > grad_norm_1: tensor(392.0902, device='cuda:0') (tensor(894.9315, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8284 (0.8586422072516547) | > loader_time: 0.011 (0.010768816794878167)  --> TIME: 2025-05-08 16:30:14 -- STEP: 212/725 -- GLOBAL_STEP: 58400 | > loss_disc: 2.2662980556488037 (2.2243030104997032) | > loss_disc_real_0: 0.15540288388729095 (0.14198693267579351) | > loss_disc_real_1: 0.17080698907375336 (0.1957958792599867) | > loss_disc_real_2: 0.19026398658752441 (0.19637662038769363) | > loss_disc_real_3: 0.25179389119148254 (0.19717763378372732) | > loss_disc_real_4: 0.17687179148197174 (0.19841412201804934) | > loss_disc_real_5: 0.20070669054985046 (0.2063581740378209) | > loss_0: 2.2662980556488037 (2.2243030104997032) | > grad_norm_0: tensor(13.9532, device='cuda:0') (tensor(33.2473, device='cuda:0')) | > loss_gen: 2.5863497257232666 (2.75200496529633) | > loss_kl: 1.826798439025879 (1.8187498894502532) | > loss_feat: 7.24892520904541 (8.435405890896641) | > loss_mel: 13.22926139831543 (14.332146221736693) | > loss_duration: 1.7628490924835205 (1.7717095472902624) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.654184341430664 (29.11001657090097) | > grad_norm_1: tensor(927.2678, device='cuda:0') (tensor(903.4078, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8316 (0.8581204223182967) | > loader_time: 0.0122 (0.010830592434361295)  --> TIME: 2025-05-08 16:30:58 -- STEP: 262/725 -- GLOBAL_STEP: 58450 | > loss_disc: 2.200944662094116 (2.225068986870862) | > loss_disc_real_0: 0.11837746202945709 (0.14210124993483528) | > loss_disc_real_1: 0.19232095777988434 (0.19586039869157412) | > loss_disc_real_2: 0.179705411195755 (0.19628007471106435) | > loss_disc_real_3: 0.19168071448802948 (0.19736523482635732) | > loss_disc_real_4: 0.19968779385089874 (0.19852615267265844) | > loss_disc_real_5: 0.21395523846149445 (0.20641153413830823) | > loss_0: 2.200944662094116 (2.225068986870862) | > grad_norm_0: tensor(29.7966, device='cuda:0') (tensor(34.2161, device='cuda:0')) | > loss_gen: 2.6188740730285645 (2.748842803576519) | > loss_kl: 1.9586541652679443 (1.824074275621021) | > loss_feat: 7.811233043670654 (8.424824505361903) | > loss_mel: 14.01595401763916 (14.363496234398761) | > loss_duration: 1.7379218339920044 (1.771888754295029) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.142637252807617 (29.133126651967753) | > grad_norm_1: tensor(1134.0725, device='cuda:0') (tensor(914.0905, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8911 (0.8579842279885561) | > loader_time: 0.0119 (0.010824602978830119)  --> TIME: 2025-05-08 16:31:42 -- STEP: 312/725 -- GLOBAL_STEP: 58500 | > loss_disc: 2.2010974884033203 (2.2293502222269015) | > loss_disc_real_0: 0.1533002406358719 (0.1437523327290248) | > loss_disc_real_1: 0.18278515338897705 (0.19614454406576276) | > loss_disc_real_2: 0.19190599024295807 (0.19635267097216388) | > loss_disc_real_3: 0.20375053584575653 (0.19771031562525487) | > loss_disc_real_4: 0.16672366857528687 (0.19857688974111512) | > loss_disc_real_5: 0.18459950387477875 (0.20603510178625575) | > loss_0: 2.2010974884033203 (2.2293502222269015) | > grad_norm_0: tensor(24.2707, device='cuda:0') (tensor(35.5271, device='cuda:0')) | > loss_gen: 2.606292963027954 (2.748396478402308) | > loss_kl: 1.6727827787399292 (1.8260434728402357) | > loss_feat: 7.470358371734619 (8.410321030861297) | > loss_mel: 13.157610893249512 (14.344860724913769) | > loss_duration: 1.7566542625427246 (1.7706492638740787) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.663698196411133 (29.10027104157668) | > grad_norm_1: tensor(1164.4575, device='cuda:0') (tensor(900.2631, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.853 (0.8590179865176861) | > loader_time: 0.0109 (0.01086559968116956)  --> TIME: 2025-05-08 16:32:26 -- STEP: 362/725 -- GLOBAL_STEP: 58550 | > loss_disc: 2.38041615486145 (2.231185885424111) | > loss_disc_real_0: 0.19731806218624115 (0.14427427204521334) | > loss_disc_real_1: 0.19011566042900085 (0.1963783443303398) | > loss_disc_real_2: 0.21878592669963837 (0.19645364475513694) | > loss_disc_real_3: 0.2065645009279251 (0.19778019720842824) | > loss_disc_real_4: 0.21844762563705444 (0.19865296830459203) | > loss_disc_real_5: 0.2164769023656845 (0.20656965018471293) | > loss_0: 2.38041615486145 (2.231185885424111) | > grad_norm_0: tensor(48.1033, device='cuda:0') (tensor(34.8395, device='cuda:0')) | > loss_gen: 2.489743709564209 (2.7412428559519295) | > loss_kl: 1.9179694652557373 (1.8247724241314671) | > loss_feat: 6.703683376312256 (8.369347422162473) | > loss_mel: 12.017959594726562 (14.286324047910574) | > loss_duration: 1.7093286514282227 (1.7688509275241455) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.83868408203125 (28.990537775155587) | > grad_norm_1: tensor(931.3888, device='cuda:0') (tensor(908.3423, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8697 (0.8590232838583256) | > loader_time: 0.0108 (0.010894861010556724)  --> TIME: 2025-05-08 16:33:10 -- STEP: 412/725 -- GLOBAL_STEP: 58600 | > loss_disc: 2.0726966857910156 (2.227776747884099) | > loss_disc_real_0: 0.07305026054382324 (0.14293704169250823) | > loss_disc_real_1: 0.2036295086145401 (0.19615596540055227) | > loss_disc_real_2: 0.19917534291744232 (0.1957478583293054) | > loss_disc_real_3: 0.17376551032066345 (0.19780649910274062) | > loss_disc_real_4: 0.22135458886623383 (0.19847181406848646) | > loss_disc_real_5: 0.20664915442466736 (0.20649688086897416) | > loss_0: 2.0726966857910156 (2.227776747884099) | > grad_norm_0: tensor(13.2472, device='cuda:0') (tensor(34.6698, device='cuda:0')) | > loss_gen: 2.8104286193847656 (2.7450949474445814) | > loss_kl: 1.7033802270889282 (1.8296164870262146) | > loss_feat: 8.950382232666016 (8.384160617022841) | > loss_mel: 14.490825653076172 (14.285242511230765) | > loss_duration: 1.777560830116272 (1.7690776968465272) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.73257827758789 (29.013192320332944) | > grad_norm_1: tensor(589.0488, device='cuda:0') (tensor(904.1180, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8775 (0.859685881623944) | > loader_time: 0.01 (0.010889301600965483)  --> TIME: 2025-05-08 16:33:53 -- STEP: 462/725 -- GLOBAL_STEP: 58650 | > loss_disc: 2.2058959007263184 (2.2308079143623205) | > loss_disc_real_0: 0.08901537954807281 (0.14307122153443697) | > loss_disc_real_1: 0.21041548252105713 (0.19656898868290376) | > loss_disc_real_2: 0.21699444949626923 (0.1955527404234523) | > loss_disc_real_3: 0.17767402529716492 (0.19806015230231472) | > loss_disc_real_4: 0.17247597873210907 (0.19874461624142417) | > loss_disc_real_5: 0.2209433615207672 (0.2067355760635235) | > loss_0: 2.2058959007263184 (2.2308079143623205) | > grad_norm_0: tensor(19.7256, device='cuda:0') (tensor(33.4317, device='cuda:0')) | > loss_gen: 2.6579794883728027 (2.740404526392618) | > loss_kl: 1.8327738046646118 (1.8332949244614802) | > loss_feat: 8.82979965209961 (8.372788410682183) | > loss_mel: 15.160917282104492 (14.287602145950515) | > loss_duration: 1.8206453323364258 (1.7697007514181593) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.30211639404297 (29.003790805866192) | > grad_norm_1: tensor(130.8813, device='cuda:0') (tensor(877.7026, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8163 (0.8590673636564444) | > loader_time: 0.0133 (0.010914854673080116)  --> TIME: 2025-05-08 16:34:37 -- STEP: 512/725 -- GLOBAL_STEP: 58700 | > loss_disc: 2.268749713897705 (2.2313014380633787) | > loss_disc_real_0: 0.16943679749965668 (0.14344488790084148) | > loss_disc_real_1: 0.1994033306837082 (0.1968001567875035) | > loss_disc_real_2: 0.1986827701330185 (0.1955683818960097) | > loss_disc_real_3: 0.17042580246925354 (0.1980223768914584) | > loss_disc_real_4: 0.22865848243236542 (0.19878934207372373) | > loss_disc_real_5: 0.20899394154548645 (0.2061861640249844) | > loss_0: 2.268749713897705 (2.2313014380633787) | > grad_norm_0: tensor(38.9807, device='cuda:0') (tensor(33.5871, device='cuda:0')) | > loss_gen: 2.693727731704712 (2.7416029344312838) | > loss_kl: 1.9637006521224976 (1.832615152001381) | > loss_feat: 8.339849472045898 (8.359364286065098) | > loss_mel: 13.58906078338623 (14.264170782640576) | > loss_duration: 1.719674825668335 (1.7700488071423026) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.306013107299805 (28.96780200302601) | > grad_norm_1: tensor(1084.3167, device='cuda:0') (tensor(872.7703, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8488 (0.8583884509280324) | > loader_time: 0.0115 (0.010916937142610552)  --> TIME: 2025-05-08 16:35:20 -- STEP: 562/725 -- GLOBAL_STEP: 58750 | > loss_disc: 1.97533118724823 (2.2301217039708945) | > loss_disc_real_0: 0.11453668028116226 (0.14187078420536808) | > loss_disc_real_1: 0.1809169501066208 (0.1968951842538827) | > loss_disc_real_2: 0.16828729212284088 (0.19569349334015118) | > loss_disc_real_3: 0.16079282760620117 (0.19818595613873305) | > loss_disc_real_4: 0.15494617819786072 (0.1989082319138314) | > loss_disc_real_5: 0.23791567981243134 (0.20638068776007648) | > loss_0: 1.97533118724823 (2.2301217039708945) | > grad_norm_0: tensor(27.5707, device='cuda:0') (tensor(33.5820, device='cuda:0')) | > loss_gen: 3.1082382202148438 (2.7466901566210162) | > loss_kl: 1.7471305131912231 (1.831979251841209) | > loss_feat: 10.564312934875488 (8.37637556065868) | > loss_mel: 16.316417694091797 (14.283934678047153) | > loss_duration: 1.7288532257080078 (1.7694238059461325) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.46495056152344 (29.008403482810454) | > grad_norm_1: tensor(1163.3557, device='cuda:0') (tensor(860.5150, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8929 (0.8578072659061473) | > loader_time: 0.0144 (0.010922829451510067)  --> TIME: 2025-05-08 16:36:04 -- STEP: 612/725 -- GLOBAL_STEP: 58800 | > loss_disc: 2.0256946086883545 (2.229686822376996) | > loss_disc_real_0: 0.059009850025177 (0.14200535276600354) | > loss_disc_real_1: 0.220352903008461 (0.19703389614138725) | > loss_disc_real_2: 0.21829120814800262 (0.1956007050630314) | > loss_disc_real_3: 0.17232872545719147 (0.1982992557820931) | > loss_disc_real_4: 0.18272466957569122 (0.19886112804798523) | > loss_disc_real_5: 0.18779288232326508 (0.2062534574492305) | > loss_0: 2.0256946086883545 (2.229686822376996) | > grad_norm_0: tensor(20.4707, device='cuda:0') (tensor(33.6850, device='cuda:0')) | > loss_gen: 2.993351936340332 (2.747046597253263) | > loss_kl: 1.7928473949432373 (1.8316101348088458) | > loss_feat: 9.075480461120605 (8.374496837067449) | > loss_mel: 15.066025733947754 (14.283325028575323) | > loss_duration: 1.6754627227783203 (1.7692227790168686) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.603166580200195 (29.005701407887578) | > grad_norm_1: tensor(474.3129, device='cuda:0') (tensor(872.2532, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8146 (0.8576576063056397) | > loader_time: 0.0102 (0.010940389695510372)  --> TIME: 2025-05-08 16:36:47 -- STEP: 662/725 -- GLOBAL_STEP: 58850 | > loss_disc: 2.251926898956299 (2.2296748782572746) | > loss_disc_real_0: 0.15691706538200378 (0.14197937686142612) | > loss_disc_real_1: 0.18265098333358765 (0.19685949860112545) | > loss_disc_real_2: 0.1970447301864624 (0.1954624430245504) | > loss_disc_real_3: 0.19049981236457825 (0.19834481870749926) | > loss_disc_real_4: 0.2115173488855362 (0.19896355798057203) | > loss_disc_real_5: 0.24152614176273346 (0.20638729820978963) | > loss_0: 2.251926898956299 (2.2296748782572746) | > grad_norm_0: tensor(57.1227, device='cuda:0') (tensor(33.5175, device='cuda:0')) | > loss_gen: 2.8204829692840576 (2.747504519551904) | > loss_kl: 1.8210158348083496 (1.831058948241692) | > loss_feat: 8.220023155212402 (8.3831660769137) | > loss_mel: 14.122416496276855 (14.302960155233515) | > loss_duration: 1.7723557949066162 (1.7699347613801408) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.75629425048828 (29.034624482929885) | > grad_norm_1: tensor(1091.8674, device='cuda:0') (tensor(878.7320, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8765 (0.8577263618163832) | > loader_time: 0.0124 (0.010943549637347911)  --> TIME: 2025-05-08 16:37:31 -- STEP: 712/725 -- GLOBAL_STEP: 58900 | > loss_disc: 2.2438690662384033 (2.2283636738410113) | > loss_disc_real_0: 0.11095325648784637 (0.14152171480563586) | > loss_disc_real_1: 0.20007944107055664 (0.19676032787963246) | > loss_disc_real_2: 0.21010394394397736 (0.1953673520533557) | > loss_disc_real_3: 0.18826532363891602 (0.19826716347859147) | > loss_disc_real_4: 0.2127983570098877 (0.19901960374515382) | > loss_disc_real_5: 0.229478120803833 (0.20620879141634765) | > loss_0: 2.2438690662384033 (2.2283636738410113) | > grad_norm_0: tensor(46.6989, device='cuda:0') (tensor(33.6162, device='cuda:0')) | > loss_gen: 2.8087282180786133 (2.7497515654965747) | > loss_kl: 1.7947707176208496 (1.8315593133146844) | > loss_feat: 8.405102729797363 (8.390212121974216) | > loss_mel: 13.727492332458496 (14.301152099384352) | > loss_duration: 1.7745630741119385 (1.7694307391563158) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.51065444946289 (29.042105851548442) | > grad_norm_1: tensor(891.0643, device='cuda:0') (tensor(878.0479, device='cuda:0')) | > current_lr_0: 0.00019957542473449108 | > current_lr_1: 0.00019957542473449108 | > step_time: 0.8387 (0.8574990914778763) | > loader_time: 0.0097 (0.010968937297885334)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0806241035461426 (2.0806241035461426) | > loss_disc_real_0: 0.1037650927901268 (0.1037650927901268) | > loss_disc_real_1: 0.22217236459255219 (0.22217236459255219) | > loss_disc_real_2: 0.19605472683906555 (0.19605472683906555) | > loss_disc_real_3: 0.24116657674312592 (0.24116657674312592) | > loss_disc_real_4: 0.23771704733371735 (0.23771704733371735) | > loss_disc_real_5: 0.20649822056293488 (0.20649822056293488) | > loss_0: 2.0806241035461426 (2.0806241035461426) | > loss_gen: 3.0921313762664795 (3.0921313762664795) | > loss_kl: 1.8751026391983032 (1.8751026391983032) | > loss_feat: 9.40227222442627 (9.40227222442627) | > loss_mel: 16.421707153320312 (16.421707153320312) | > loss_duration: 1.717713713645935 (1.717713713645935) | > loss_1: 32.50892639160156 (32.50892639160156)  --> STEP: 1 | > loss_disc: 2.1135101318359375 (2.1135101318359375) | > loss_disc_real_0: 0.10351096838712692 (0.10351096838712692) | > loss_disc_real_1: 0.23715198040008545 (0.23715198040008545) | > loss_disc_real_2: 0.19903872907161713 (0.19903872907161713) | > loss_disc_real_3: 0.23824229836463928 (0.23824229836463928) | > loss_disc_real_4: 0.22075475752353668 (0.22075475752353668) | > loss_disc_real_5: 0.22498328983783722 (0.22498328983783722) | > loss_0: 2.1135101318359375 (2.1135101318359375) | > loss_gen: 3.0462687015533447 (3.0462687015533447) | > loss_kl: 1.9662261009216309 (1.9662261009216309) | > loss_feat: 8.748228073120117 (8.748228073120117) | > loss_mel: 14.895760536193848 (14.895760536193848) | > loss_duration: 1.792400598526001 (1.792400598526001) | > loss_1: 30.448883056640625 (30.448883056640625)  --> STEP: 2 | > loss_disc: 2.316016674041748 (2.2147634029388428) | > loss_disc_real_0: 0.1405157446861267 (0.12201335653662682) | > loss_disc_real_1: 0.2451568841934204 (0.24115443229675293) | > loss_disc_real_2: 0.22124718129634857 (0.21014295518398285) | > loss_disc_real_3: 0.2374371588230133 (0.2378397285938263) | > loss_disc_real_4: 0.2418557107448578 (0.23130523413419724) | > loss_disc_real_5: 0.2328878939151764 (0.2289355918765068) | > loss_0: 2.316016674041748 (2.2147634029388428) | > loss_gen: 2.7898566722869873 (2.918062686920166) | > loss_kl: 1.856833577156067 (1.9115298390388489) | > loss_feat: 7.30903434753418 (8.028631210327148) | > loss_mel: 12.70895004272461 (13.802355289459229) | > loss_duration: 1.8382606506347656 (1.8153306245803833) | > loss_1: 26.502933502197266 (28.475908279418945)  --> STEP: 3 | > loss_disc: 2.2642319202423096 (2.231252908706665) | > loss_disc_real_0: 0.13663746416568756 (0.12688805907964706) | > loss_disc_real_1: 0.25819048285484314 (0.24683311581611633) | > loss_disc_real_2: 0.2248951643705368 (0.2150603582461675) | > loss_disc_real_3: 0.23982438445091248 (0.23850128054618835) | > loss_disc_real_4: 0.2467338889837265 (0.23644811908404031) | > loss_disc_real_5: 0.22555755078792572 (0.2278095781803131) | > loss_0: 2.2642319202423096 (2.231252908706665) | > loss_gen: 2.8648619651794434 (2.900329113006592) | > loss_kl: 1.9476484060287476 (1.9235693613688152) | > loss_feat: 7.163001537322998 (7.740087985992432) | > loss_mel: 13.012467384338379 (13.539059321085611) | > loss_duration: 1.8346219062805176 (1.8217610518137615) | > loss_1: 26.822601318359375 (27.924805959065754)  --> STEP: 4 | > loss_disc: 2.162722110748291 (2.2141202092170715) | > loss_disc_real_0: 0.0928138867020607 (0.11836951598525047) | > loss_disc_real_1: 0.2552747130393982 (0.2489435151219368) | > loss_disc_real_2: 0.20382703840732574 (0.21225202828645706) | > loss_disc_real_3: 0.26594966650009155 (0.24536337703466415) | > loss_disc_real_4: 0.23954105377197266 (0.2372213527560234) | > loss_disc_real_5: 0.2253722995519638 (0.22720025852322578) | > loss_0: 2.162722110748291 (2.2141202092170715) | > loss_gen: 3.0154995918273926 (2.929121732711792) | > loss_kl: 1.9607832431793213 (1.9328728318214417) | > loss_feat: 8.372586250305176 (7.898212552070618) | > loss_mel: 14.797880172729492 (13.853764533996582) | > loss_duration: 1.7588000297546387 (1.8060207962989807) | > loss_1: 29.905548095703125 (28.419991493225098) --> EVAL PERFORMANCE | > avg_loader_time: 0.3265722990036011 (+0.0012764334678649902) | > avg_loss_disc: 2.2141202092170715 (-0.07207369804382324) | > avg_loss_disc_real_0: 0.11836951598525047 (+0.006591355428099632) | > avg_loss_disc_real_1: 0.2489435151219368 (+0.029588889330625534) | > avg_loss_disc_real_2: 0.21225202828645706 (+0.026324480772018433) | > avg_loss_disc_real_3: 0.24536337703466415 (+0.0754384808242321) | > avg_loss_disc_real_4: 0.2372213527560234 (+0.036770448088645935) | > avg_loss_disc_real_5: 0.22720025852322578 (-0.007276773452758789) | > avg_loss_0: 2.2141202092170715 (-0.07207369804382324) | > avg_loss_gen: 2.929121732711792 (+0.5350465774536133) | > avg_loss_kl: 1.9328728318214417 (+0.124381422996521) | > avg_loss_feat: 7.898212552070618 (-0.06037497520446777) | > avg_loss_mel: 13.853764533996582 (-1.3774855136871338) | > avg_loss_duration: 1.8060207962989807 (-0.008255243301391602) | > avg_loss_1: 28.419991493225098 (-0.7866888046264648)  > EPOCH: 18/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 16:37:48)   --> TIME: 2025-05-08 16:38:23 -- STEP: 37/725 -- GLOBAL_STEP: 58950 | > loss_disc: 2.258085250854492 (2.2364103987410258) | > loss_disc_real_0: 0.1489046961069107 (0.1301000682083336) | > loss_disc_real_1: 0.19417087733745575 (0.20114786278557134) | > loss_disc_real_2: 0.16764523088932037 (0.19858188645259753) | > loss_disc_real_3: 0.22129139304161072 (0.20495992979487856) | > loss_disc_real_4: 0.18590600788593292 (0.19938370061887278) | > loss_disc_real_5: 0.1816035509109497 (0.20519943092320417) | > loss_0: 2.258085250854492 (2.2364103987410258) | > grad_norm_0: tensor(24.5392, device='cuda:0') (tensor(32.7237, device='cuda:0')) | > loss_gen: 2.6373236179351807 (2.73404995815174) | > loss_kl: 1.8463683128356934 (1.868104776820621) | > loss_feat: 7.892838001251221 (8.295059835588612) | > loss_mel: 12.638072967529297 (14.128423690795898) | > loss_duration: 1.765707015991211 (1.759857696455878) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.780309677124023 (28.785495861156566) | > grad_norm_1: tensor(1002.2776, device='cuda:0') (tensor(802.6799, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8545 (0.8565224312447213) | > loader_time: 0.0122 (0.011128850885339686)  --> TIME: 2025-05-08 16:39:07 -- STEP: 87/725 -- GLOBAL_STEP: 59000 | > loss_disc: 2.1614575386047363 (2.220036690262542) | > loss_disc_real_0: 0.0747036337852478 (0.13368670856473092) | > loss_disc_real_1: 0.1635429412126541 (0.19879725078741708) | > loss_disc_real_2: 0.18739989399909973 (0.19801224305711942) | > loss_disc_real_3: 0.1823570430278778 (0.19992849470555096) | > loss_disc_real_4: 0.20383931696414948 (0.1968781435969233) | > loss_disc_real_5: 0.1763848513364792 (0.20333029997759852) | > loss_0: 2.1614575386047363 (2.220036690262542) | > grad_norm_0: tensor(28.5646, device='cuda:0') (tensor(34.1900, device='cuda:0')) | > loss_gen: 2.7034032344818115 (2.7678127809502615) | > loss_kl: 1.8807439804077148 (1.8511772936788098) | > loss_feat: 8.80845832824707 (8.36507265047095) | > loss_mel: 14.674053192138672 (14.138653119405111) | > loss_duration: 1.7360472679138184 (1.7654025719083588) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.802705764770508 (28.888118568508105) | > grad_norm_1: tensor(700.2853, device='cuda:0') (tensor(740.5832, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.828 (0.8594226809753769) | > loader_time: 0.0101 (0.011052202904361418) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_59000.pth  --> TIME: 2025-05-08 16:39:54 -- STEP: 137/725 -- GLOBAL_STEP: 59050 | > loss_disc: 2.1560122966766357 (2.2203621533665334) | > loss_disc_real_0: 0.15220165252685547 (0.1336495795280394) | > loss_disc_real_1: 0.19021016359329224 (0.1983683666173559) | > loss_disc_real_2: 0.15965376794338226 (0.19689717344994093) | > loss_disc_real_3: 0.16786183416843414 (0.19953831073141445) | > loss_disc_real_4: 0.20062026381492615 (0.19919143584522894) | > loss_disc_real_5: 0.2230631709098816 (0.2033562822281009) | > loss_0: 2.1560122966766357 (2.2203621533665334) | > grad_norm_0: tensor(60.2475, device='cuda:0') (tensor(32.1943, device='cuda:0')) | > loss_gen: 2.903000593185425 (2.7728770527526416) | > loss_kl: 1.6838833093643188 (1.8430960822279436) | > loss_feat: 9.835856437683105 (8.40205802012534) | > loss_mel: 14.693230628967285 (14.176742330954893) | > loss_duration: 1.760441541671753 (1.7656140980059214) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.87641143798828 (28.960387557092375) | > grad_norm_1: tensor(1119.1848, device='cuda:0') (tensor(724.3940, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8159 (0.8662597001904119) | > loader_time: 0.0092 (0.011006828642239536)  --> TIME: 2025-05-08 16:40:37 -- STEP: 187/725 -- GLOBAL_STEP: 59100 | > loss_disc: 2.185166597366333 (2.222017561050659) | > loss_disc_real_0: 0.09936872124671936 (0.13379438372856797) | > loss_disc_real_1: 0.20293083786964417 (0.19848708609208704) | > loss_disc_real_2: 0.20764493942260742 (0.19731832698067242) | > loss_disc_real_3: 0.19495686888694763 (0.1997964837175002) | > loss_disc_real_4: 0.18082140386104584 (0.19900647387466333) | > loss_disc_real_5: 0.21666038036346436 (0.20347603231190362) | > loss_0: 2.185166597366333 (2.222017561050659) | > grad_norm_0: tensor(18.7003, device='cuda:0') (tensor(32.0385, device='cuda:0')) | > loss_gen: 2.894376039505005 (2.7616650356965913) | > loss_kl: 1.856445550918579 (1.845165297309345) | > loss_feat: 8.743849754333496 (8.35819054924868) | > loss_mel: 14.640632629394531 (14.13812378766065) | > loss_duration: 1.794864296913147 (1.768487955797165) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.9301700592041 (28.871632703485336) | > grad_norm_1: tensor(657.2363, device='cuda:0') (tensor(778.1571, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8624 (0.8624454972578243) | > loader_time: 0.0113 (0.010959613769449652)  --> TIME: 2025-05-08 16:41:21 -- STEP: 237/725 -- GLOBAL_STEP: 59150 | > loss_disc: 2.1816368103027344 (2.2199399692599764) | > loss_disc_real_0: 0.09365157783031464 (0.13370939397610698) | > loss_disc_real_1: 0.17862649261951447 (0.19820270350965266) | > loss_disc_real_2: 0.1871756911277771 (0.1969017048173816) | > loss_disc_real_3: 0.18733365833759308 (0.19923210772783947) | > loss_disc_real_4: 0.20529310405254364 (0.1996386227225453) | > loss_disc_real_5: 0.20054437220096588 (0.203575123525873) | > loss_0: 2.1816368103027344 (2.2199399692599764) | > grad_norm_0: tensor(11.6304, device='cuda:0') (tensor(31.8855, device='cuda:0')) | > loss_gen: 2.6132614612579346 (2.7641227134672404) | > loss_kl: 1.9679913520812988 (1.8461204903035224) | > loss_feat: 9.08384895324707 (8.379051781907867) | > loss_mel: 15.852005004882812 (14.16914046967583) | > loss_duration: 1.7503743171691895 (1.7680537167480725) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.267480850219727 (28.926489278736998) | > grad_norm_1: tensor(221.1438, device='cuda:0') (tensor(776.5194, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.843 (0.8617654832606577) | > loader_time: 0.0126 (0.010921992330108514)  --> TIME: 2025-05-08 16:42:05 -- STEP: 287/725 -- GLOBAL_STEP: 59200 | > loss_disc: 2.184378147125244 (2.225767217031338) | > loss_disc_real_0: 0.09383954107761383 (0.13543370623102594) | > loss_disc_real_1: 0.19602373242378235 (0.1981422761487629) | > loss_disc_real_2: 0.19311629235744476 (0.1969102587849421) | > loss_disc_real_3: 0.22064527869224548 (0.19929358591601407) | > loss_disc_real_4: 0.2080194503068924 (0.19988675306483014) | > loss_disc_real_5: 0.1858443021774292 (0.20448430983239352) | > loss_0: 2.184378147125244 (2.225767217031338) | > grad_norm_0: tensor(32.8373, device='cuda:0') (tensor(32.1872, device='cuda:0')) | > loss_gen: 2.789588212966919 (2.7542790785068427) | > loss_kl: 1.8068647384643555 (1.8418012874051668) | > loss_feat: 9.268089294433594 (8.343827385520273) | > loss_mel: 14.313663482666016 (14.180868029179058) | > loss_duration: 1.7872650623321533 (1.7690187896170269) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.965473175048828 (28.88979468528402) | > grad_norm_1: tensor(943.0348, device='cuda:0') (tensor(843.7483, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8164 (0.861508133519402) | > loader_time: 0.011 (0.010906336614894535)  --> TIME: 2025-05-08 16:42:48 -- STEP: 337/725 -- GLOBAL_STEP: 59250 | > loss_disc: 2.135089159011841 (2.220539624330197) | > loss_disc_real_0: 0.13762177526950836 (0.13389515727537332) | > loss_disc_real_1: 0.21250097453594208 (0.19795184244211078) | > loss_disc_real_2: 0.18475618958473206 (0.19637671121857644) | > loss_disc_real_3: 0.1990782618522644 (0.1989152042377596) | > loss_disc_real_4: 0.17442966997623444 (0.1993416385498528) | > loss_disc_real_5: 0.16618020832538605 (0.2046503445868676) | > loss_0: 2.135089159011841 (2.220539624330197) | > grad_norm_0: tensor(36.3605, device='cuda:0') (tensor(32.2259, device='cuda:0')) | > loss_gen: 2.772280216217041 (2.7627449771417005) | > loss_kl: 1.9222569465637207 (1.8393642545100135) | > loss_feat: 8.98660945892334 (8.375991188807726) | > loss_mel: 14.701449394226074 (14.19583995547422) | > loss_duration: 1.7448692321777344 (1.768137002203514) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.127466201782227 (28.942077483904466) | > grad_norm_1: tensor(1279.5896, device='cuda:0') (tensor(813.6567, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8521 (0.8608932155529896) | > loader_time: 0.0125 (0.01091127791815059)  --> TIME: 2025-05-08 16:43:32 -- STEP: 387/725 -- GLOBAL_STEP: 59300 | > loss_disc: 2.22188138961792 (2.22027664467962) | > loss_disc_real_0: 0.09878375381231308 (0.133911518115329) | > loss_disc_real_1: 0.22430434823036194 (0.19834405942326688) | > loss_disc_real_2: 0.22731207311153412 (0.19666738534774586) | > loss_disc_real_3: 0.21325278282165527 (0.1988150156283563) | > loss_disc_real_4: 0.22405381500720978 (0.19932238942430924) | > loss_disc_real_5: 0.21722179651260376 (0.20429220064049852) | > loss_0: 2.22188138961792 (2.22027664467962) | > grad_norm_0: tensor(26.7824, device='cuda:0') (tensor(32.3832, device='cuda:0')) | > loss_gen: 2.7617950439453125 (2.7635853265915116) | > loss_kl: 1.818279504776001 (1.8417130071063375) | > loss_feat: 7.308035373687744 (8.373057739987232) | > loss_mel: 13.25199031829834 (14.211298262426096) | > loss_duration: 1.8465404510498047 (1.7684881822699416) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.98664093017578 (28.958142588612954) | > grad_norm_1: tensor(686.7209, device='cuda:0') (tensor(819.9384, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8901 (0.8601787897351486) | > loader_time: 0.0098 (0.010891075898202509)  --> TIME: 2025-05-08 16:44:15 -- STEP: 437/725 -- GLOBAL_STEP: 59350 | > loss_disc: 2.3346314430236816 (2.2218179746405204) | > loss_disc_real_0: 0.16912972927093506 (0.13480130014450942) | > loss_disc_real_1: 0.17471981048583984 (0.19819239351378434) | > loss_disc_real_2: 0.22548866271972656 (0.19671234819245287) | > loss_disc_real_3: 0.19886226952075958 (0.19865506771500102) | > loss_disc_real_4: 0.23252809047698975 (0.199308886476185) | > loss_disc_real_5: 0.23784363269805908 (0.20429406879422868) | > loss_0: 2.3346314430236816 (2.2218179746405204) | > grad_norm_0: tensor(37.5058, device='cuda:0') (tensor(32.3422, device='cuda:0')) | > loss_gen: 2.713660717010498 (2.762900519971171) | > loss_kl: 1.9448257684707642 (1.8370068667955202) | > loss_feat: 8.867086410522461 (8.375533589509306) | > loss_mel: 14.752650260925293 (14.218844138784867) | > loss_duration: 1.7328134775161743 (1.7688886603719856) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.011037826538086 (28.963173855360367) | > grad_norm_1: tensor(1009.9196, device='cuda:0') (tensor(824.1902, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8942 (0.8592935754178046) | > loader_time: 0.0099 (0.010931093578207686)  --> TIME: 2025-05-08 16:44:59 -- STEP: 487/725 -- GLOBAL_STEP: 59400 | > loss_disc: 2.180419445037842 (2.2180608273531623) | > loss_disc_real_0: 0.12326056510210037 (0.13354700776983597) | > loss_disc_real_1: 0.2024770826101303 (0.19813463486562774) | > loss_disc_real_2: 0.21437881886959076 (0.19640949876401462) | > loss_disc_real_3: 0.22499673068523407 (0.19844210319205718) | > loss_disc_real_4: 0.19656090438365936 (0.1991923653981524) | > loss_disc_real_5: 0.1968306601047516 (0.2040580769033158) | > loss_0: 2.180419445037842 (2.2180608273531623) | > grad_norm_0: tensor(21.6829, device='cuda:0') (tensor(32.2066, device='cuda:0')) | > loss_gen: 2.7900583744049072 (2.7696875473312286) | > loss_kl: 1.8569128513336182 (1.8327254458374556) | > loss_feat: 8.016963958740234 (8.401805681859193) | > loss_mel: 14.236339569091797 (14.257964140091099) | > loss_duration: 1.78000009059906 (1.7703520617690665) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.680274963378906 (29.03253496549947) | > grad_norm_1: tensor(678.1126, device='cuda:0') (tensor(826.4934, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.823 (0.859053274934052) | > loader_time: 0.0122 (0.010957127968633447)  --> TIME: 2025-05-08 16:45:43 -- STEP: 537/725 -- GLOBAL_STEP: 59450 | > loss_disc: 2.3156116008758545 (2.2167895031152933) | > loss_disc_real_0: 0.13418981432914734 (0.1331269959789083) | > loss_disc_real_1: 0.20391534268856049 (0.19787981695525036) | > loss_disc_real_2: 0.19009976089000702 (0.19640891081905013) | > loss_disc_real_3: 0.16786359250545502 (0.19834877023372793) | > loss_disc_real_4: 0.1647869199514389 (0.1992457758780964) | > loss_disc_real_5: 0.16261222958564758 (0.20386155698885464) | > loss_0: 2.3156116008758545 (2.2167895031152933) | > grad_norm_0: tensor(24.2373, device='cuda:0') (tensor(32.7792, device='cuda:0')) | > loss_gen: 2.358625650405884 (2.7698255841736463) | > loss_kl: 1.6555103063583374 (1.8315381209055586) | > loss_feat: 8.328866004943848 (8.399968376372774) | > loss_mel: 13.895614624023438 (14.258058498247598) | > loss_duration: 1.789309024810791 (1.7709382874561643) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.027923583984375 (29.03032895661821) | > grad_norm_1: tensor(420.9593, device='cuda:0') (tensor(827.5670, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.857 (0.8587733385061198) | > loader_time: 0.0129 (0.011032223035503368)  --> TIME: 2025-05-08 16:46:26 -- STEP: 587/725 -- GLOBAL_STEP: 59500 | > loss_disc: 2.259136915206909 (2.217218207338192) | > loss_disc_real_0: 0.13113196194171906 (0.13370016047784994) | > loss_disc_real_1: 0.197178453207016 (0.19768371837914914) | > loss_disc_real_2: 0.19391965866088867 (0.19620056960611162) | > loss_disc_real_3: 0.16261649131774902 (0.19828839706704396) | > loss_disc_real_4: 0.18801431357860565 (0.19912764577280723) | > loss_disc_real_5: 0.22248588502407074 (0.20397534042444507) | > loss_0: 2.259136915206909 (2.217218207338192) | > grad_norm_0: tensor(12.3016, device='cuda:0') (tensor(32.3633, device='cuda:0')) | > loss_gen: 2.7918701171875 (2.766183992870012) | > loss_kl: 1.720934271812439 (1.82951603004839) | > loss_feat: 8.449402809143066 (8.386011943297248) | > loss_mel: 14.365476608276367 (14.23003240419612) | > loss_duration: 1.7417843341827393 (1.7707365836561035) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.069467544555664 (28.982481038550095) | > grad_norm_1: tensor(927.6824, device='cuda:0') (tensor(832.3898, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8689 (0.8583620536875685) | > loader_time: 0.0102 (0.011048726369412632)  --> TIME: 2025-05-08 16:47:10 -- STEP: 637/725 -- GLOBAL_STEP: 59550 | > loss_disc: 2.2722465991973877 (2.2176626114119142) | > loss_disc_real_0: 0.18231695890426636 (0.13447968967644916) | > loss_disc_real_1: 0.227122962474823 (0.19775682084227292) | > loss_disc_real_2: 0.18661189079284668 (0.1960826341407826) | > loss_disc_real_3: 0.18374359607696533 (0.198437531968488) | > loss_disc_real_4: 0.20182447135448456 (0.19915750505785743) | > loss_disc_real_5: 0.2211339920759201 (0.2038375572001729) | > loss_0: 2.2722465991973877 (2.2176626114119142) | > grad_norm_0: tensor(16.4723, device='cuda:0') (tensor(32.5150, device='cuda:0')) | > loss_gen: 2.606700897216797 (2.7658777543850928) | > loss_kl: 1.8004531860351562 (1.8305586329434693) | > loss_feat: 7.05997896194458 (8.385065432807522) | > loss_mel: 13.132848739624023 (14.229709144664147) | > loss_duration: 1.7399497032165527 (1.7702428950245381) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.33993148803711 (28.981453962939874) | > grad_norm_1: tensor(1047.7042, device='cuda:0') (tensor(831.1332, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.853 (0.8579373958533751) | > loader_time: 0.0098 (0.011067054709609676)  --> TIME: 2025-05-08 16:47:53 -- STEP: 687/725 -- GLOBAL_STEP: 59600 | > loss_disc: 2.265557050704956 (2.2190017693254447) | > loss_disc_real_0: 0.11442434042692184 (0.13488663215152222) | > loss_disc_real_1: 0.19379816949367523 (0.1976350534821182) | > loss_disc_real_2: 0.1763482391834259 (0.1962769562283631) | > loss_disc_real_3: 0.16176556050777435 (0.19841352695113876) | > loss_disc_real_4: 0.18446268141269684 (0.19906815945061018) | > loss_disc_real_5: 0.18969206511974335 (0.2039040767166119) | > loss_0: 2.265557050704956 (2.2190017693254447) | > grad_norm_0: tensor(44.5809, device='cuda:0') (tensor(32.9641, device='cuda:0')) | > loss_gen: 2.6309621334075928 (2.7643333109532184) | > loss_kl: 1.7508000135421753 (1.8306610677960657) | > loss_feat: 7.542037010192871 (8.38477006784519) | > loss_mel: 12.488983154296875 (14.236314397364898) | > loss_duration: 1.7770092487335205 (1.7702725398661965) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.18979263305664 (28.98635147960946) | > grad_norm_1: tensor(965.6478, device='cuda:0') (tensor(844.7962, device='cuda:0')) | > current_lr_0: 0.00019955047780639926 | > current_lr_1: 0.00019955047780639926 | > step_time: 0.8984 (0.8572943311244294) | > loader_time: 0.0101 (0.011078293840610992)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1018118858337402 (2.1018118858337402) | > loss_disc_real_0: 0.11893726885318756 (0.11893726885318756) | > loss_disc_real_1: 0.14318618178367615 (0.14318618178367615) | > loss_disc_real_2: 0.1982215940952301 (0.1982215940952301) | > loss_disc_real_3: 0.22331616282463074 (0.22331616282463074) | > loss_disc_real_4: 0.2264297902584076 (0.2264297902584076) | > loss_disc_real_5: 0.293195903301239 (0.293195903301239) | > loss_0: 2.1018118858337402 (2.1018118858337402) | > loss_gen: 3.104149580001831 (3.104149580001831) | > loss_kl: 1.8730924129486084 (1.8730924129486084) | > loss_feat: 9.469053268432617 (9.469053268432617) | > loss_mel: 15.409424781799316 (15.409424781799316) | > loss_duration: 1.7157225608825684 (1.7157225608825684) | > loss_1: 31.571443557739258 (31.571443557739258)  --> STEP: 1 | > loss_disc: 2.1449742317199707 (2.1449742317199707) | > loss_disc_real_0: 0.12499987334012985 (0.12499987334012985) | > loss_disc_real_1: 0.16570010781288147 (0.16570010781288147) | > loss_disc_real_2: 0.18392466008663177 (0.18392466008663177) | > loss_disc_real_3: 0.2274779975414276 (0.2274779975414276) | > loss_disc_real_4: 0.23208734393119812 (0.23208734393119812) | > loss_disc_real_5: 0.29223349690437317 (0.29223349690437317) | > loss_0: 2.1449742317199707 (2.1449742317199707) | > loss_gen: 2.9812333583831787 (2.9812333583831787) | > loss_kl: 1.9177515506744385 (1.9177515506744385) | > loss_feat: 7.7761077880859375 (7.7761077880859375) | > loss_mel: 14.856236457824707 (14.856236457824707) | > loss_duration: 1.7941126823425293 (1.7941126823425293) | > loss_1: 29.325441360473633 (29.325441360473633)  --> STEP: 2 | > loss_disc: 2.185203790664673 (2.1650890111923218) | > loss_disc_real_0: 0.12090843170881271 (0.12295415252447128) | > loss_disc_real_1: 0.15179038047790527 (0.15874524414539337) | > loss_disc_real_2: 0.19503504037857056 (0.18947985023260117) | > loss_disc_real_3: 0.23089760541915894 (0.22918780148029327) | > loss_disc_real_4: 0.2617271840572357 (0.24690726399421692) | > loss_disc_real_5: 0.31223568320274353 (0.30223459005355835) | > loss_0: 2.185203790664673 (2.1650890111923218) | > loss_gen: 3.051891803741455 (3.016562581062317) | > loss_kl: 1.928411841392517 (1.9230816960334778) | > loss_feat: 8.948118209838867 (8.362112998962402) | > loss_mel: 16.118032455444336 (15.487134456634521) | > loss_duration: 1.8105297088623047 (1.802321195602417) | > loss_1: 31.856983184814453 (30.591212272644043)  --> STEP: 3 | > loss_disc: 2.193324565887451 (2.1745008627573648) | > loss_disc_real_0: 0.13717252016067505 (0.12769360840320587) | > loss_disc_real_1: 0.15874360501766205 (0.15874469776948294) | > loss_disc_real_2: 0.19849306344985962 (0.19248425463835397) | > loss_disc_real_3: 0.21925151348114014 (0.22587570548057556) | > loss_disc_real_4: 0.23450340330600739 (0.24277264376481375) | > loss_disc_real_5: 0.27334684133529663 (0.29260534048080444) | > loss_0: 2.193324565887451 (2.1745008627573648) | > loss_gen: 2.8192248344421387 (2.9507833321889243) | > loss_kl: 1.9880508184432983 (1.9447380701700847) | > loss_feat: 7.722215175628662 (8.148813724517822) | > loss_mel: 13.767387390136719 (14.913885434468588) | > loss_duration: 1.8297227621078491 (1.8114550511042278) | > loss_1: 28.126602172851562 (29.769675572713215)  --> STEP: 4 | > loss_disc: 2.1977007389068604 (2.1803008317947388) | > loss_disc_real_0: 0.12311393767595291 (0.12654869072139263) | > loss_disc_real_1: 0.15207356214523315 (0.1570769138634205) | > loss_disc_real_2: 0.1902283877134323 (0.19192028790712357) | > loss_disc_real_3: 0.22700107097625732 (0.226157046854496) | > loss_disc_real_4: 0.23077456653118134 (0.23977312445640564) | > loss_disc_real_5: 0.3063770830631256 (0.29604827612638474) | > loss_0: 2.1977007389068604 (2.1803008317947388) | > loss_gen: 2.909623622894287 (2.940493404865265) | > loss_kl: 1.8605271577835083 (1.9236853420734406) | > loss_feat: 8.77130126953125 (8.30443561077118) | > loss_mel: 14.542204856872559 (14.82096529006958) | > loss_duration: 1.7691428661346436 (1.8008770048618317) | > loss_1: 29.852800369262695 (29.790456771850586) --> EVAL PERFORMANCE | > avg_loader_time: 0.28605586290359497 (-0.040516436100006104) | > avg_loss_disc: 2.1803008317947388 (-0.033819377422332764) | > avg_loss_disc_real_0: 0.12654869072139263 (+0.008179174736142159) | > avg_loss_disc_real_1: 0.1570769138634205 (-0.09186660125851631) | > avg_loss_disc_real_2: 0.19192028790712357 (-0.020331740379333496) | > avg_loss_disc_real_3: 0.226157046854496 (-0.019206330180168152) | > avg_loss_disc_real_4: 0.23977312445640564 (+0.0025517717003822327) | > avg_loss_disc_real_5: 0.29604827612638474 (+0.06884801760315895) | > avg_loss_0: 2.1803008317947388 (-0.033819377422332764) | > avg_loss_gen: 2.940493404865265 (+0.0113716721534729) | > avg_loss_kl: 1.9236853420734406 (-0.009187489748001099) | > avg_loss_feat: 8.30443561077118 (+0.4062230587005615) | > avg_loss_mel: 14.82096529006958 (+0.967200756072998) | > avg_loss_duration: 1.8008770048618317 (-0.005143791437149048) | > avg_loss_1: 29.790456771850586 (+1.3704652786254883)  > EPOCH: 19/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 16:48:32)   --> TIME: 2025-05-08 16:48:45 -- STEP: 12/725 -- GLOBAL_STEP: 59650 | > loss_disc: 2.257293462753296 (2.1984332799911503) | > loss_disc_real_0: 0.16515985131263733 (0.12661883048713207) | > loss_disc_real_1: 0.19606921076774597 (0.1985915700594584) | > loss_disc_real_2: 0.21258631348609924 (0.19432846705118814) | > loss_disc_real_3: 0.18688642978668213 (0.19503764063119888) | > loss_disc_real_4: 0.17592653632164001 (0.1986068350573381) | > loss_disc_real_5: 0.16063007712364197 (0.20063233748078346) | > loss_0: 2.257293462753296 (2.1984332799911503) | > grad_norm_0: tensor(123.1415, device='cuda:0') (tensor(38.7379, device='cuda:0')) | > loss_gen: 2.865382194519043 (2.7845580180486045) | > loss_kl: 1.7082526683807373 (1.8155935009320576) | > loss_feat: 9.074288368225098 (8.299040873845419) | > loss_mel: 15.01423454284668 (14.071820735931396) | > loss_duration: 1.821311593055725 (1.7796985705693562) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.483470916748047 (28.750711917877197) | > grad_norm_1: tensor(1635.0144, device='cuda:0') (tensor(860.2040, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8409 (0.8457013169924418) | > loader_time: 0.0111 (0.01080550750096639)  --> TIME: 2025-05-08 16:49:29 -- STEP: 62/725 -- GLOBAL_STEP: 59700 | > loss_disc: 2.2004547119140625 (2.1813550091558893) | > loss_disc_real_0: 0.12216327339410782 (0.1262340295699335) | > loss_disc_real_1: 0.17820173501968384 (0.19424549610384048) | > loss_disc_real_2: 0.21575234830379486 (0.1942066427680754) | > loss_disc_real_3: 0.19840291142463684 (0.19563432518512971) | > loss_disc_real_4: 0.20019970834255219 (0.19647487973974598) | > loss_disc_real_5: 0.1734163761138916 (0.2040078236210731) | > loss_0: 2.2004547119140625 (2.1813550091558893) | > grad_norm_0: tensor(45.6157, device='cuda:0') (tensor(32.6203, device='cuda:0')) | > loss_gen: 2.804269313812256 (2.8187539308301863) | > loss_kl: 1.7206192016601562 (1.8122889457210418) | > loss_feat: 7.847166538238525 (8.600376890551663) | > loss_mel: 13.273568153381348 (14.353583551222279) | > loss_duration: 1.8102505207061768 (1.7673881842244057) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.455875396728516 (29.352391550617835) | > grad_norm_1: tensor(944.9306, device='cuda:0') (tensor(843.9560, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8489 (0.8615980648225353) | > loader_time: 0.01 (0.01094337048069123)  --> TIME: 2025-05-08 16:50:13 -- STEP: 112/725 -- GLOBAL_STEP: 59750 | > loss_disc: 2.25345778465271 (2.195268644818238) | > loss_disc_real_0: 0.15603621304035187 (0.12668339635378548) | > loss_disc_real_1: 0.19044019281864166 (0.1969676689643945) | > loss_disc_real_2: 0.2168433964252472 (0.1946064324251243) | > loss_disc_real_3: 0.20299430191516876 (0.1984162266765322) | > loss_disc_real_4: 0.2066497802734375 (0.1977098412545664) | > loss_disc_real_5: 0.1809891015291214 (0.20432573104543347) | > loss_0: 2.25345778465271 (2.195268644818238) | > grad_norm_0: tensor(16.2812, device='cuda:0') (tensor(33.2307, device='cuda:0')) | > loss_gen: 2.5875492095947266 (2.800569721630642) | > loss_kl: 1.719226360321045 (1.8346101056252206) | > loss_feat: 7.81663179397583 (8.51662178976195) | > loss_mel: 13.024378776550293 (14.242261494909014) | > loss_duration: 1.76632821559906 (1.7699592975633485) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.91411590576172 (29.164022394589015) | > grad_norm_1: tensor(334.2270, device='cuda:0') (tensor(796.4813, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8384 (0.8600601128169468) | > loader_time: 0.0099 (0.01097858164991651)  --> TIME: 2025-05-08 16:50:56 -- STEP: 162/725 -- GLOBAL_STEP: 59800 | > loss_disc: 2.407623052597046 (2.197427096926136) | > loss_disc_real_0: 0.22474241256713867 (0.12990741831836874) | > loss_disc_real_1: 0.16716931760311127 (0.19598887235294157) | > loss_disc_real_2: 0.2127709835767746 (0.19399015320304003) | > loss_disc_real_3: 0.19341477751731873 (0.1981105481584867) | > loss_disc_real_4: 0.1802155077457428 (0.19687608629465106) | > loss_disc_real_5: 0.1625252664089203 (0.20483031648176697) | > loss_0: 2.407623052597046 (2.197427096926136) | > grad_norm_0: tensor(85.9237, device='cuda:0') (tensor(32.8160, device='cuda:0')) | > loss_gen: 2.4845082759857178 (2.7826129919216966) | > loss_kl: 1.9235060214996338 (1.8410587281356623) | > loss_feat: 7.863838195800781 (8.468255981986902) | > loss_mel: 14.221940994262695 (14.145957140274989) | > loss_duration: 1.7294530868530273 (1.7688054376178322) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.223247528076172 (29.00669022548346) | > grad_norm_1: tensor(404.0515, device='cuda:0') (tensor(851.7856, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8411 (0.8577234112186196) | > loader_time: 0.0119 (0.011016220222284762)  --> TIME: 2025-05-08 16:51:40 -- STEP: 212/725 -- GLOBAL_STEP: 59850 | > loss_disc: 2.3020918369293213 (2.212890849360881) | > loss_disc_real_0: 0.20223799347877502 (0.134389371488173) | > loss_disc_real_1: 0.18579600751399994 (0.1975384778431002) | > loss_disc_real_2: 0.20866049826145172 (0.19553340374017664) | > loss_disc_real_3: 0.19828353822231293 (0.19875071668681107) | > loss_disc_real_4: 0.22134436666965485 (0.19740402825036138) | > loss_disc_real_5: 0.18991880118846893 (0.2050557362161718) | > loss_0: 2.3020918369293213 (2.212890849360881) | > grad_norm_0: tensor(21.3060, device='cuda:0') (tensor(33.8329, device='cuda:0')) | > loss_gen: 2.7168338298797607 (2.7811419266574804) | > loss_kl: 1.4837766885757446 (1.8328387371773989) | > loss_feat: 7.675879001617432 (8.444139449101572) | > loss_mel: 13.25645637512207 (14.146762555500246) | > loss_duration: 1.7675544023513794 (1.7670505744106368) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.90049934387207 (28.971933220917325) | > grad_norm_1: tensor(946.0385, device='cuda:0') (tensor(799.2451, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8604 (0.8580833639738694) | > loader_time: 0.0107 (0.011107886737247679)  --> TIME: 2025-05-08 16:52:23 -- STEP: 262/725 -- GLOBAL_STEP: 59900 | > loss_disc: 2.1725716590881348 (2.213045071099551) | > loss_disc_real_0: 0.13725732266902924 (0.13419435409302927) | > loss_disc_real_1: 0.22217078506946564 (0.19794564449605143) | > loss_disc_real_2: 0.17845484614372253 (0.1954173386551952) | > loss_disc_real_3: 0.220987930893898 (0.19874218282581285) | > loss_disc_real_4: 0.17482778429985046 (0.19780832170757628) | > loss_disc_real_5: 0.17233909666538239 (0.2042940277748436) | > loss_0: 2.1725716590881348 (2.213045071099551) | > grad_norm_0: tensor(27.1170, device='cuda:0') (tensor(32.7096, device='cuda:0')) | > loss_gen: 2.9086740016937256 (2.77998158312936) | > loss_kl: 1.9785513877868652 (1.827779342655007) | > loss_feat: 9.135164260864258 (8.455569922469039) | > loss_mel: 14.688076972961426 (14.220899705668442) | > loss_duration: 1.7417088747024536 (1.7671329661180046) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.45217514038086 (29.051363486370057) | > grad_norm_1: tensor(538.7554, device='cuda:0') (tensor(786.4745, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8954 (0.8575482423068913) | > loader_time: 0.0113 (0.011157044017587906)  --> TIME: 2025-05-08 16:53:07 -- STEP: 312/725 -- GLOBAL_STEP: 59950 | > loss_disc: 2.1192119121551514 (2.2117273012797036) | > loss_disc_real_0: 0.1153382658958435 (0.1336824398917647) | > loss_disc_real_1: 0.19324132800102234 (0.1974301487685014) | > loss_disc_real_2: 0.19694094359874725 (0.19522537649250946) | > loss_disc_real_3: 0.18150416016578674 (0.19882339014647865) | > loss_disc_real_4: 0.14948321878910065 (0.19811001568077458) | > loss_disc_real_5: 0.18698473274707794 (0.2041404983267571) | > loss_0: 2.1192119121551514 (2.2117273012797036) | > grad_norm_0: tensor(14.4829, device='cuda:0') (tensor(33.4588, device='cuda:0')) | > loss_gen: 2.7170779705047607 (2.7807106551451577) | > loss_kl: 1.8383535146713257 (1.8271674261643336) | > loss_feat: 8.434005737304688 (8.463934398614446) | > loss_mel: 13.954763412475586 (14.235982353870686) | > loss_duration: 1.751137137413025 (1.7661697123295221) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.695337295532227 (29.07396452243512) | > grad_norm_1: tensor(1150.7629, device='cuda:0') (tensor(817.2276, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8661 (0.8578817003812546) | > loader_time: 0.0104 (0.011206568051607177)  --> TIME: 2025-05-08 16:53:52 -- STEP: 362/725 -- GLOBAL_STEP: 60000 | > loss_disc: 2.221526622772217 (2.2114381418043734) | > loss_disc_real_0: 0.11043240129947662 (0.13380586285946774) | > loss_disc_real_1: 0.2252037078142166 (0.19763756218206815) | > loss_disc_real_2: 0.2170673906803131 (0.1952706360520578) | > loss_disc_real_3: 0.17161959409713745 (0.1985941465470672) | > loss_disc_real_4: 0.18451395630836487 (0.19842945220391386) | > loss_disc_real_5: 0.21958301961421967 (0.20370289955020618) | > loss_0: 2.221526622772217 (2.2114381418043734) | > grad_norm_0: tensor(38.4583, device='cuda:0') (tensor(33.3086, device='cuda:0')) | > loss_gen: 2.8132448196411133 (2.7826041457402786) | > loss_kl: 1.8406115770339966 (1.8231818099706871) | > loss_feat: 9.221495628356934 (8.455170587940112) | > loss_mel: 15.711366653442383 (14.207861025689057) | > loss_duration: 1.689972996711731 (1.7647707933220416) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.27669334411621 (29.033588351465724) | > grad_norm_1: tensor(965.8727, device='cuda:0') (tensor(818.9395, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8454 (0.860835805782297) | > loader_time: 0.0103 (0.01136780246186651) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_60000.pth  --> TIME: 2025-05-08 16:54:38 -- STEP: 412/725 -- GLOBAL_STEP: 60050 | > loss_disc: 2.158642292022705 (2.213651218749945) | > loss_disc_real_0: 0.13882052898406982 (0.13484401292013884) | > loss_disc_real_1: 0.1759960651397705 (0.19779232509651232) | > loss_disc_real_2: 0.192865788936615 (0.19518622567931418) | > loss_disc_real_3: 0.18406449258327484 (0.1988477342698759) | > loss_disc_real_4: 0.19377680122852325 (0.1987061769638246) | > loss_disc_real_5: 0.2460145503282547 (0.20325334764366018) | > loss_0: 2.158642292022705 (2.213651218749945) | > grad_norm_0: tensor(24.0374, device='cuda:0') (tensor(33.9791, device='cuda:0')) | > loss_gen: 2.8350393772125244 (2.7808114076123664) | > loss_kl: 1.8243892192840576 (1.8252574141743114) | > loss_feat: 8.17184829711914 (8.434893366202571) | > loss_mel: 14.11109447479248 (14.193612237578456) | > loss_duration: 1.7608885765075684 (1.7651803056591924) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.70326042175293 (28.99975473440967) | > grad_norm_1: tensor(814.0099, device='cuda:0') (tensor(825.9244, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8398 (0.8602317212854774) | > loader_time: 0.0146 (0.011444602197813751)  --> TIME: 2025-05-08 16:55:21 -- STEP: 462/725 -- GLOBAL_STEP: 60100 | > loss_disc: 2.2151103019714355 (2.21224601212002) | > loss_disc_real_0: 0.13784821331501007 (0.13406315692639978) | > loss_disc_real_1: 0.18688513338565826 (0.1979217135157936) | > loss_disc_real_2: 0.20163924992084503 (0.19551201548540226) | > loss_disc_real_3: 0.20075422525405884 (0.19877190662152835) | > loss_disc_real_4: 0.2222631573677063 (0.19859027923830655) | > loss_disc_real_5: 0.19218987226486206 (0.20228134808473264) | > loss_0: 2.2151103019714355 (2.21224601212002) | > grad_norm_0: tensor(77.9865, device='cuda:0') (tensor(34.2009, device='cuda:0')) | > loss_gen: 2.901580572128296 (2.7849110390716825) | > loss_kl: 1.7572767734527588 (1.823019209104183) | > loss_feat: 7.815989017486572 (8.45409715846504) | > loss_mel: 14.013714790344238 (14.209291957673573) | > loss_duration: 1.8086481094360352 (1.7649295513248031) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.297210693359375 (29.03624890067361) | > grad_norm_1: tensor(966.6880, device='cuda:0') (tensor(820.4350, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8037 (0.8590035484982775) | > loader_time: 0.0101 (0.011396179983626192)  --> TIME: 2025-05-08 16:56:05 -- STEP: 512/725 -- GLOBAL_STEP: 60150 | > loss_disc: 1.9234442710876465 (2.211702451342717) | > loss_disc_real_0: 0.11181364208459854 (0.13395518789184285) | > loss_disc_real_1: 0.1581379920244217 (0.19783703112625517) | > loss_disc_real_2: 0.1626949906349182 (0.19539664546027774) | > loss_disc_real_3: 0.1737113744020462 (0.19884975755121556) | > loss_disc_real_4: 0.16070079803466797 (0.19866688732872712) | > loss_disc_real_5: 0.16249066591262817 (0.2024074844375719) | > loss_0: 1.9234442710876465 (2.211702451342717) | > grad_norm_0: tensor(34.2418, device='cuda:0') (tensor(33.8445, device='cuda:0')) | > loss_gen: 3.070420980453491 (2.78271893458441) | > loss_kl: 1.8393242359161377 (1.827142708702013) | > loss_feat: 10.7991361618042 (8.440640498884033) | > loss_mel: 16.360422134399414 (14.198081100359559) | > loss_duration: 1.7202086448669434 (1.7649751962162554) | > amp_scaler: 128.0 (129.5) | > loss_1: 33.78950881958008 (29.013558406382803) | > grad_norm_1: tensor(978.0085, device='cuda:0') (tensor(816.0995, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8537 (0.858878624625504) | > loader_time: 0.0102 (0.011362954508513209)  --> TIME: 2025-05-08 16:56:48 -- STEP: 562/725 -- GLOBAL_STEP: 60200 | > loss_disc: 2.1117441654205322 (2.2085985091657405) | > loss_disc_real_0: 0.1431296318769455 (0.1336865733871469) | > loss_disc_real_1: 0.1876072883605957 (0.1975813944462779) | > loss_disc_real_2: 0.18534134328365326 (0.19508435126407286) | > loss_disc_real_3: 0.21031232178211212 (0.19891982607782097) | > loss_disc_real_4: 0.17671863734722137 (0.1984372094962945) | > loss_disc_real_5: 0.18827766180038452 (0.20205979497301202) | > loss_0: 2.1117441654205322 (2.2085985091657405) | > grad_norm_0: tensor(33.5499, device='cuda:0') (tensor(33.7412, device='cuda:0')) | > loss_gen: 2.891484260559082 (2.7851584916437226) | > loss_kl: 1.6979169845581055 (1.8289548790751824) | > loss_feat: 9.055005073547363 (8.44751026621918) | > loss_mel: 13.299666404724121 (14.210163537293568) | > loss_duration: 1.7370293140411377 (1.7644298384198094) | > amp_scaler: 128.0 (129.3665480427047) | > loss_1: 28.681102752685547 (29.03621697680382) | > grad_norm_1: tensor(496.4113, device='cuda:0') (tensor(823.3108, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8984 (0.857882573935485) | > loader_time: 0.0106 (0.011353890242525689)  --> TIME: 2025-05-08 16:57:31 -- STEP: 612/725 -- GLOBAL_STEP: 60250 | > loss_disc: 2.0655951499938965 (2.207069142386805) | > loss_disc_real_0: 0.0778203085064888 (0.1332744573261224) | > loss_disc_real_1: 0.21373367309570312 (0.1976770415317779) | > loss_disc_real_2: 0.20143504440784454 (0.19512852575946482) | > loss_disc_real_3: 0.15760210156440735 (0.19874409179574526) | > loss_disc_real_4: 0.18248111009597778 (0.19826395295901242) | > loss_disc_real_5: 0.1612280011177063 (0.20174922852539554) | > loss_0: 2.0655951499938965 (2.207069142386805) | > grad_norm_0: tensor(24.2682, device='cuda:0') (tensor(33.8654, device='cuda:0')) | > loss_gen: 2.9924402236938477 (2.7882241497631948) | > loss_kl: 1.9296221733093262 (1.82714015440224) | > loss_feat: 9.555557250976562 (8.463385228238089) | > loss_mel: 15.37634563446045 (14.220504474016582) | > loss_duration: 1.6991815567016602 (1.763880510345783) | > amp_scaler: 128.0 (129.2549019607844) | > loss_1: 31.553146362304688 (29.063134486379187) | > grad_norm_1: tensor(797.7101, device='cuda:0') (tensor(822.2037, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8189 (0.8573407168481865) | > loader_time: 0.0117 (0.011379597623363819)  --> TIME: 2025-05-08 16:58:16 -- STEP: 662/725 -- GLOBAL_STEP: 60300 | > loss_disc: 2.25144100189209 (2.2090343033439095) | > loss_disc_real_0: 0.1398797631263733 (0.13416188350932123) | > loss_disc_real_1: 0.20723244547843933 (0.19781021737800258) | > loss_disc_real_2: 0.19241125881671906 (0.19497955590486518) | > loss_disc_real_3: 0.21033601462841034 (0.19886391641420176) | > loss_disc_real_4: 0.21294325590133667 (0.19823961975081106) | > loss_disc_real_5: 0.24198129773139954 (0.2018415248781173) | > loss_0: 2.25144100189209 (2.2090343033439095) | > grad_norm_0: tensor(21.8391, device='cuda:0') (tensor(33.8413, device='cuda:0')) | > loss_gen: 2.785531759262085 (2.7880227428908793) | > loss_kl: 2.083113670349121 (1.8307180004897792) | > loss_feat: 8.002363204956055 (8.464262506392796) | > loss_mel: 13.240063667297363 (14.234116392913547) | > loss_duration: 1.7827324867248535 (1.7642812865738422) | > amp_scaler: 128.0 (129.16012084592154) | > loss_1: 27.8938045501709 (29.08140090873234) | > grad_norm_1: tensor(892.2879, device='cuda:0') (tensor(815.0715, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.9028 (0.8579338119109231) | > loader_time: 0.0129 (0.011391291085326787)  --> TIME: 2025-05-08 16:59:00 -- STEP: 712/725 -- GLOBAL_STEP: 60350 | > loss_disc: 2.2042741775512695 (2.2096658494700216) | > loss_disc_real_0: 0.149204820394516 (0.13384811540416794) | > loss_disc_real_1: 0.187114879488945 (0.1981511283247323) | > loss_disc_real_2: 0.18669970333576202 (0.1950002183949344) | > loss_disc_real_3: 0.20270337164402008 (0.19892930498953612) | > loss_disc_real_4: 0.20134451985359192 (0.19822758109716904) | > loss_disc_real_5: 0.19080118834972382 (0.2017665411230554) | > loss_0: 2.2042741775512695 (2.2096658494700216) | > grad_norm_0: tensor(14.8579, device='cuda:0') (tensor(33.6060, device='cuda:0')) | > loss_gen: 2.6858017444610596 (2.786306320951226) | > loss_kl: 1.9735084772109985 (1.8322682812642512) | > loss_feat: 7.376917839050293 (8.458472280689845) | > loss_mel: 14.16248893737793 (14.227606429142904) | > loss_duration: 1.7749439477920532 (1.764590986491589) | > amp_scaler: 128.0 (129.07865168539337) | > loss_1: 27.973663330078125 (29.069244280290068) | > grad_norm_1: tensor(440.7635, device='cuda:0') (tensor(815.9252, device='cuda:0')) | > current_lr_0: 0.00019952553399667344 | > current_lr_1: 0.00019952553399667344 | > step_time: 0.8293 (0.858354359530331) | > loader_time: 0.0119 (0.011420766289314533)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2035603523254395 (2.2035603523254395) | > loss_disc_real_0: 0.1265198141336441 (0.1265198141336441) | > loss_disc_real_1: 0.19552715122699738 (0.19552715122699738) | > loss_disc_real_2: 0.1505597084760666 (0.1505597084760666) | > loss_disc_real_3: 0.17382876574993134 (0.17382876574993134) | > loss_disc_real_4: 0.22878071665763855 (0.22878071665763855) | > loss_disc_real_5: 0.2524881362915039 (0.2524881362915039) | > loss_0: 2.2035603523254395 (2.2035603523254395) | > loss_gen: 2.5824248790740967 (2.5824248790740967) | > loss_kl: 1.9528002738952637 (1.9528002738952637) | > loss_feat: 8.59609317779541 (8.59609317779541) | > loss_mel: 15.273677825927734 (15.273677825927734) | > loss_duration: 1.7207412719726562 (1.7207412719726562) | > loss_1: 30.125736236572266 (30.125736236572266)  --> STEP: 1 | > loss_disc: 2.26629638671875 (2.26629638671875) | > loss_disc_real_0: 0.12848518788814545 (0.12848518788814545) | > loss_disc_real_1: 0.1973283886909485 (0.1973283886909485) | > loss_disc_real_2: 0.1517210453748703 (0.1517210453748703) | > loss_disc_real_3: 0.1835203766822815 (0.1835203766822815) | > loss_disc_real_4: 0.21299761533737183 (0.21299761533737183) | > loss_disc_real_5: 0.2357272505760193 (0.2357272505760193) | > loss_0: 2.26629638671875 (2.26629638671875) | > loss_gen: 2.4482901096343994 (2.4482901096343994) | > loss_kl: 1.8902852535247803 (1.8902852535247803) | > loss_feat: 8.228407859802246 (8.228407859802246) | > loss_mel: 14.809602737426758 (14.809602737426758) | > loss_duration: 1.7989023923873901 (1.7989023923873901) | > loss_1: 29.175487518310547 (29.175487518310547)  --> STEP: 2 | > loss_disc: 2.2262043952941895 (2.2462503910064697) | > loss_disc_real_0: 0.1300021857023239 (0.12924368679523468) | > loss_disc_real_1: 0.1956091672182083 (0.1964687779545784) | > loss_disc_real_2: 0.15014053881168365 (0.15093079209327698) | > loss_disc_real_3: 0.16571161150932312 (0.1746159940958023) | > loss_disc_real_4: 0.21962226927280426 (0.21630994230508804) | > loss_disc_real_5: 0.22406545281410217 (0.22989635169506073) | > loss_0: 2.2262043952941895 (2.2462503910064697) | > loss_gen: 2.4576985836029053 (2.4529943466186523) | > loss_kl: 2.1034486293792725 (1.9968669414520264) | > loss_feat: 8.368769645690918 (8.298588752746582) | > loss_mel: 14.474874496459961 (14.64223861694336) | > loss_duration: 1.8400801420211792 (1.8194912672042847) | > loss_1: 29.244873046875 (29.210180282592773)  --> STEP: 3 | > loss_disc: 2.3364031314849854 (2.276301304499308) | > loss_disc_real_0: 0.15701337158679962 (0.138500248392423) | > loss_disc_real_1: 0.20822079479694366 (0.20038611690203348) | > loss_disc_real_2: 0.15596981346607208 (0.15261046588420868) | > loss_disc_real_3: 0.1809960901737213 (0.17674269278844199) | > loss_disc_real_4: 0.19598208367824554 (0.20953398942947388) | > loss_disc_real_5: 0.21994668245315552 (0.22657979528109232) | > loss_0: 2.3364031314849854 (2.276301304499308) | > loss_gen: 2.305464744567871 (2.403817812601725) | > loss_kl: 1.8755005598068237 (1.9564114809036255) | > loss_feat: 7.133194923400879 (7.910124142964681) | > loss_mel: 13.179960250854492 (14.154812494913736) | > loss_duration: 1.8363142013549805 (1.8250989119211833) | > loss_1: 26.33043670654297 (28.25026575724284)  --> STEP: 4 | > loss_disc: 2.336724281311035 (2.29140704870224) | > loss_disc_real_0: 0.12812137603759766 (0.13590553030371666) | > loss_disc_real_1: 0.19982273876667023 (0.20024527236819267) | > loss_disc_real_2: 0.14899995923042297 (0.15170783922076225) | > loss_disc_real_3: 0.162033811211586 (0.17306547239422798) | > loss_disc_real_4: 0.21895666420459747 (0.21188965812325478) | > loss_disc_real_5: 0.20597399771213531 (0.22142834588885307) | > loss_0: 2.336724281311035 (2.29140704870224) | > loss_gen: 2.266584873199463 (2.3695095777511597) | > loss_kl: 1.8687080144882202 (1.9344856142997742) | > loss_feat: 7.907253742218018 (7.909406542778015) | > loss_mel: 13.639486312866211 (14.025980949401855) | > loss_duration: 1.7574992179870605 (1.8081989884376526) | > loss_1: 27.439531326293945 (28.047582149505615) --> EVAL PERFORMANCE | > avg_loader_time: 0.2825165390968323 (-0.0035393238067626953) | > avg_loss_disc: 2.29140704870224 (+0.11110621690750122) | > avg_loss_disc_real_0: 0.13590553030371666 (+0.009356839582324028) | > avg_loss_disc_real_1: 0.20024527236819267 (+0.043168358504772186) | > avg_loss_disc_real_2: 0.15170783922076225 (-0.04021244868636131) | > avg_loss_disc_real_3: 0.17306547239422798 (-0.05309157446026802) | > avg_loss_disc_real_4: 0.21188965812325478 (-0.027883466333150864) | > avg_loss_disc_real_5: 0.22142834588885307 (-0.07461993023753166) | > avg_loss_0: 2.29140704870224 (+0.11110621690750122) | > avg_loss_gen: 2.3695095777511597 (-0.5709838271141052) | > avg_loss_kl: 1.9344856142997742 (+0.010800272226333618) | > avg_loss_feat: 7.909406542778015 (-0.39502906799316406) | > avg_loss_mel: 14.025980949401855 (-0.7949843406677246) | > avg_loss_duration: 1.8081989884376526 (+0.007321983575820923) | > avg_loss_1: 28.047582149505615 (-1.7428746223449707)  > EPOCH: 20/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 16:59:17)   --> TIME: 2025-05-08 16:59:52 -- STEP: 37/725 -- GLOBAL_STEP: 60400 | > loss_disc: 2.212676763534546 (2.2119969097343652) | > loss_disc_real_0: 0.12164920568466187 (0.13298235068450107) | > loss_disc_real_1: 0.19006533920764923 (0.19942868198897387) | > loss_disc_real_2: 0.1888970285654068 (0.19452370099119237) | > loss_disc_real_3: 0.17008048295974731 (0.19909650651184288) | > loss_disc_real_4: 0.1834433525800705 (0.19566087585848732) | > loss_disc_real_5: 0.20457494258880615 (0.20351339755831538) | > loss_0: 2.212676763534546 (2.2119969097343652) | > grad_norm_0: tensor(42.1537, device='cuda:0') (tensor(29.8601, device='cuda:0')) | > loss_gen: 2.6989002227783203 (2.7405814995636812) | > loss_kl: 1.6452369689941406 (1.8480473112415623) | > loss_feat: 8.486125946044922 (8.267487177977692) | > loss_mel: 13.451960563659668 (14.070626001100283) | > loss_duration: 1.7765300273895264 (1.7605895448375393) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.058753967285156 (28.68733112232105) | > grad_norm_1: tensor(1129.3546, device='cuda:0') (tensor(900.6678, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.866 (0.8537589923755543) | > loader_time: 0.0101 (0.010899691968350797)  --> TIME: 2025-05-08 17:00:35 -- STEP: 87/725 -- GLOBAL_STEP: 60450 | > loss_disc: 2.2733142375946045 (2.2085889701185564) | > loss_disc_real_0: 0.12563176453113556 (0.1334366961971097) | > loss_disc_real_1: 0.21692951023578644 (0.1996974444937432) | > loss_disc_real_2: 0.22345006465911865 (0.19346599126684258) | > loss_disc_real_3: 0.20521029829978943 (0.19949234902173618) | > loss_disc_real_4: 0.2049902230501175 (0.19733134169003058) | > loss_disc_real_5: 0.2147076427936554 (0.2026704208946776) | > loss_0: 2.2733142375946045 (2.2085889701185564) | > grad_norm_0: tensor(16.6796, device='cuda:0') (tensor(33.4853, device='cuda:0')) | > loss_gen: 2.670334577560425 (2.770303654944759) | > loss_kl: 1.7050223350524902 (1.8239196182667523) | > loss_feat: 7.7053446769714355 (8.385988525960636) | > loss_mel: 13.048969268798828 (14.146240190527905) | > loss_duration: 1.7359987497329712 (1.763231034936576) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.86566734313965 (28.88968276977539) | > grad_norm_1: tensor(611.0165, device='cuda:0') (tensor(875.6132, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8454 (0.8550427316249102) | > loader_time: 0.0118 (0.011324915392645473)  --> TIME: 2025-05-08 17:01:19 -- STEP: 137/725 -- GLOBAL_STEP: 60500 | > loss_disc: 2.2829861640930176 (2.2058220736301726) | > loss_disc_real_0: 0.09585535526275635 (0.13109563834910845) | > loss_disc_real_1: 0.19123616814613342 (0.19850963789181117) | > loss_disc_real_2: 0.17279556393623352 (0.19436438207643747) | > loss_disc_real_3: 0.18033629655838013 (0.19961283513664327) | > loss_disc_real_4: 0.17876189947128296 (0.1981932221755494) | > loss_disc_real_5: 0.14932478964328766 (0.20048784535296643) | > loss_0: 2.2829861640930176 (2.2058220736301726) | > grad_norm_0: tensor(34.9061, device='cuda:0') (tensor(32.7349, device='cuda:0')) | > loss_gen: 2.7297163009643555 (2.7737785795309238) | > loss_kl: 1.6925698518753052 (1.807838917648705) | > loss_feat: 8.717945098876953 (8.354899451680428) | > loss_mel: 14.580944061279297 (14.051622536930724) | > loss_duration: 1.7501585483551025 (1.7628927309147633) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.47133445739746 (28.75103216797766) | > grad_norm_1: tensor(933.9387, device='cuda:0') (tensor(806.6921, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8231 (0.8558666340626069) | > loader_time: 0.0113 (0.011413871806903477)  --> TIME: 2025-05-08 17:02:02 -- STEP: 187/725 -- GLOBAL_STEP: 60550 | > loss_disc: 2.206178903579712 (2.202272473809554) | > loss_disc_real_0: 0.1290731132030487 (0.12963795717706028) | > loss_disc_real_1: 0.20922645926475525 (0.19862984455524282) | > loss_disc_real_2: 0.18368232250213623 (0.194982510119836) | > loss_disc_real_3: 0.2051769495010376 (0.1989138157450579) | > loss_disc_real_4: 0.1590343862771988 (0.19863107744703956) | > loss_disc_real_5: 0.17135970294475555 (0.2006267981733231) | > loss_0: 2.206178903579712 (2.202272473809554) | > grad_norm_0: tensor(31.8688, device='cuda:0') (tensor(31.8848, device='cuda:0')) | > loss_gen: 2.744755744934082 (2.781979365782304) | > loss_kl: 1.6792771816253662 (1.7968870133639656) | > loss_feat: 9.21182918548584 (8.40305405122073) | > loss_mel: 13.367362976074219 (14.128012147179263) | > loss_duration: 1.7826037406921387 (1.7634483684193005) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.78582763671875 (28.8733808854047) | > grad_norm_1: tensor(704.4832, device='cuda:0') (tensor(815.9861, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8561 (0.8522387749371044) | > loader_time: 0.0103 (0.011473340784164673)  --> TIME: 2025-05-08 17:02:45 -- STEP: 237/725 -- GLOBAL_STEP: 60600 | > loss_disc: 2.2080249786376953 (2.2023638346024215) | > loss_disc_real_0: 0.10028368979692459 (0.13114863926474057) | > loss_disc_real_1: 0.18719325959682465 (0.1980307668698991) | > loss_disc_real_2: 0.22382685542106628 (0.19507966319468456) | > loss_disc_real_3: 0.21100619435310364 (0.1986321973524013) | > loss_disc_real_4: 0.1771957278251648 (0.19898247687373985) | > loss_disc_real_5: 0.20218627154827118 (0.20002718118927154) | > loss_0: 2.2080249786376953 (2.2023638346024215) | > grad_norm_0: tensor(42.8666, device='cuda:0') (tensor(31.5471, device='cuda:0')) | > loss_gen: 2.8520960807800293 (2.782297533775684) | > loss_kl: 2.117513418197632 (1.8005755209218601) | > loss_feat: 8.994351387023926 (8.4044002460528) | > loss_mel: 15.397024154663086 (14.137607554343179) | > loss_duration: 1.7442867755889893 (1.7615704561587628) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.10527229309082 (28.88645131879718) | > grad_norm_1: tensor(1000.5137, device='cuda:0') (tensor(818.6608, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8102 (0.8506176964643133) | > loader_time: 0.0095 (0.0114683622046362)  --> TIME: 2025-05-08 17:03:28 -- STEP: 287/725 -- GLOBAL_STEP: 60650 | > loss_disc: 2.1879525184631348 (2.2073855919289675) | > loss_disc_real_0: 0.08688706904649734 (0.1328485522432195) | > loss_disc_real_1: 0.18640686571598053 (0.19849238843244957) | > loss_disc_real_2: 0.17638590931892395 (0.1951699582438021) | > loss_disc_real_3: 0.19298389554023743 (0.19915005144134218) | > loss_disc_real_4: 0.2017441689968109 (0.19928371153434393) | > loss_disc_real_5: 0.18164914846420288 (0.20110517979083578) | > loss_0: 2.1879525184631348 (2.2073855919289675) | > grad_norm_0: tensor(19.5615, device='cuda:0') (tensor(31.8495, device='cuda:0')) | > loss_gen: 2.5739076137542725 (2.7781512089307303) | > loss_kl: 1.7871049642562866 (1.8041121843384533) | > loss_feat: 7.535239219665527 (8.388483481124716) | > loss_mel: 11.954530715942383 (14.12506828573938) | > loss_duration: 1.7917035818099976 (1.7615891607796275) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.642486572265625 (28.857404330050905) | > grad_norm_1: tensor(271.0907, device='cuda:0') (tensor(817.1721, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8073 (0.8496756129979256) | > loader_time: 0.0114 (0.011469551079779965)  --> TIME: 2025-05-08 17:04:11 -- STEP: 337/725 -- GLOBAL_STEP: 60700 | > loss_disc: 2.300858497619629 (2.207944659168007) | > loss_disc_real_0: 0.18693193793296814 (0.13222736027368112) | > loss_disc_real_1: 0.2365921139717102 (0.19875918412774535) | > loss_disc_real_2: 0.21472617983818054 (0.19538253505965728) | > loss_disc_real_3: 0.2150735706090927 (0.19889969535680477) | > loss_disc_real_4: 0.18200387060642242 (0.19914958774159144) | > loss_disc_real_5: 0.19517605006694794 (0.20115440902617993) | > loss_0: 2.300858497619629 (2.207944659168007) | > grad_norm_0: tensor(64.0434, device='cuda:0') (tensor(31.9316, device='cuda:0')) | > loss_gen: 2.6952295303344727 (2.779617817536307) | > loss_kl: 1.9249297380447388 (1.8055915337288062) | > loss_feat: 8.001169204711914 (8.37842589245351) | > loss_mel: 13.735547065734863 (14.117376924622306) | > loss_duration: 1.7191097736358643 (1.7584173888056498) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.075986862182617 (28.83942957235727) | > grad_norm_1: tensor(822.7863, device='cuda:0') (tensor(822.4233, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8558 (0.8483975230763147) | > loader_time: 0.0124 (0.011439006477152201)  --> TIME: 2025-05-08 17:04:54 -- STEP: 387/725 -- GLOBAL_STEP: 60750 | > loss_disc: 2.331259250640869 (2.2146492540374285) | > loss_disc_real_0: 0.15287087857723236 (0.13460926900230344) | > loss_disc_real_1: 0.2388746738433838 (0.19875955901250666) | > loss_disc_real_2: 0.22819553315639496 (0.1961006569923973) | > loss_disc_real_3: 0.21559196710586548 (0.19884444330397807) | > loss_disc_real_4: 0.2268708497285843 (0.19889615441477576) | > loss_disc_real_5: 0.19255097210407257 (0.2014747170360822) | > loss_0: 2.331259250640869 (2.2146492540374285) | > grad_norm_0: tensor(17.8210, device='cuda:0') (tensor(30.9088, device='cuda:0')) | > loss_gen: 2.5766830444335938 (2.7689064380734485) | > loss_kl: 1.9403411149978638 (1.8031022200596734) | > loss_feat: 7.342722415924072 (8.344167312602341) | > loss_mel: 13.470460891723633 (14.123488517386662) | > loss_duration: 1.8459725379943848 (1.7581433963405995) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.176179885864258 (28.797807905409073) | > grad_norm_1: tensor(275.4448, device='cuda:0') (tensor(789.5036, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8484 (0.8474616659396068) | > loader_time: 0.0123 (0.011422992676727526)  --> TIME: 2025-05-08 17:05:37 -- STEP: 437/725 -- GLOBAL_STEP: 60800 | > loss_disc: 2.458136558532715 (2.2187640574213012) | > loss_disc_real_0: 0.405642569065094 (0.13656764951464248) | > loss_disc_real_1: 0.19822633266448975 (0.19889179148308472) | > loss_disc_real_2: 0.19185331463813782 (0.19616848035998968) | > loss_disc_real_3: 0.23427420854568481 (0.19885450993713577) | > loss_disc_real_4: 0.22940951585769653 (0.1987457099781975) | > loss_disc_real_5: 0.25630253553390503 (0.20186681803358505) | > loss_0: 2.458136558532715 (2.2187640574213012) | > grad_norm_0: tensor(108.1699, device='cuda:0') (tensor(30.3366, device='cuda:0')) | > loss_gen: 2.9548332691192627 (2.7613385427461896) | > loss_kl: 1.8378114700317383 (1.8024747393496794) | > loss_feat: 8.552273750305176 (8.320670437758233) | > loss_mel: 15.284086227416992 (14.106890468902938) | > loss_duration: 1.7212344408035278 (1.757883922459059) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.35024070739746 (28.749258172321102) | > grad_norm_1: tensor(848.6993, device='cuda:0') (tensor(780.9726, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8834 (0.8478491540904446) | > loader_time: 0.0122 (0.011395957431749563)  --> TIME: 2025-05-08 17:06:20 -- STEP: 487/725 -- GLOBAL_STEP: 60850 | > loss_disc: 2.2271156311035156 (2.222112906297374) | > loss_disc_real_0: 0.16416144371032715 (0.1376719024009407) | > loss_disc_real_1: 0.18841247260570526 (0.19907405103501352) | > loss_disc_real_2: 0.18393650650978088 (0.19629235446330706) | > loss_disc_real_3: 0.20103178918361664 (0.198921038568387) | > loss_disc_real_4: 0.1990513801574707 (0.19887909238098583) | > loss_disc_real_5: 0.1907534897327423 (0.2021123919582465) | > loss_0: 2.2271156311035156 (2.222112906297374) | > grad_norm_0: tensor(34.5549, device='cuda:0') (tensor(29.6132, device='cuda:0')) | > loss_gen: 2.682461738586426 (2.7542409270206285) | > loss_kl: 1.6803832054138184 (1.8004458643327748) | > loss_feat: 8.023392677307129 (8.298334999985256) | > loss_mel: 14.106310844421387 (14.090225742582913) | > loss_duration: 1.7738733291625977 (1.7594842100535086) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.26641845703125 (28.70273179244212) | > grad_norm_1: tensor(1172.1898, device='cuda:0') (tensor(775.0932, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8105 (0.8474653991096072) | > loader_time: 0.0107 (0.011384403925901562)  --> TIME: 2025-05-08 17:07:03 -- STEP: 537/725 -- GLOBAL_STEP: 60900 | > loss_disc: 2.160043954849243 (2.219621620142704) | > loss_disc_real_0: 0.07540702074766159 (0.13714283308642103) | > loss_disc_real_1: 0.20038002729415894 (0.19895580413732233) | > loss_disc_real_2: 0.19008852541446686 (0.19613619798055582) | > loss_disc_real_3: 0.1746017187833786 (0.1986820355917932) | > loss_disc_real_4: 0.2048588991165161 (0.19890862842067883) | > loss_disc_real_5: 0.14991901814937592 (0.20198735675221274) | > loss_0: 2.160043954849243 (2.219621620142704) | > grad_norm_0: tensor(20.3859, device='cuda:0') (tensor(29.8363, device='cuda:0')) | > loss_gen: 2.824409246444702 (2.759708916896772) | > loss_kl: 1.7377142906188965 (1.8003407738950221) | > loss_feat: 8.897610664367676 (8.329311676309523) | > loss_mel: 13.505009651184082 (14.112035165285931) | > loss_duration: 1.8003426790237427 (1.7606823994904701) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.765087127685547 (28.762078983157707) | > grad_norm_1: tensor(382.2665, device='cuda:0') (tensor(780.6489, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8459 (0.847493006974403) | > loader_time: 0.0114 (0.01138877424669887)  --> TIME: 2025-05-08 17:07:46 -- STEP: 587/725 -- GLOBAL_STEP: 60950 | > loss_disc: 2.3036112785339355 (2.220384556349538) | > loss_disc_real_0: 0.1470329761505127 (0.13701462682837942) | > loss_disc_real_1: 0.24478930234909058 (0.19894486635263378) | > loss_disc_real_2: 0.1962389051914215 (0.19625158234796092) | > loss_disc_real_3: 0.21379663050174713 (0.19875919054781155) | > loss_disc_real_4: 0.22545868158340454 (0.19885878815764665) | > loss_disc_real_5: 0.21458137035369873 (0.20214404158129196) | > loss_0: 2.3036112785339355 (2.220384556349538) | > grad_norm_0: tensor(25.6025, device='cuda:0') (tensor(29.8537, device='cuda:0')) | > loss_gen: 2.492635726928711 (2.761889495882104) | > loss_kl: 1.7114965915679932 (1.7975580168339016) | > loss_feat: 7.270398139953613 (8.34093224413348) | > loss_mel: 13.379192352294922 (14.12078598938768) | > loss_duration: 1.733506679534912 (1.7606218984220463) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.587230682373047 (28.781787690352743) | > grad_norm_1: tensor(459.6220, device='cuda:0') (tensor(779.8979, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8655 (0.847269704029142) | > loader_time: 0.0121 (0.011370104053763758)  --> TIME: 2025-05-08 17:08:30 -- STEP: 637/725 -- GLOBAL_STEP: 61000 | > loss_disc: 2.174597978591919 (2.219035968301434) | > loss_disc_real_0: 0.11873313784599304 (0.13691864408891868) | > loss_disc_real_1: 0.18636853992938995 (0.1987653074777296) | > loss_disc_real_2: 0.17283755540847778 (0.19607387272585508) | > loss_disc_real_3: 0.2186570018529892 (0.19873560335797077) | > loss_disc_real_4: 0.21057376265525818 (0.19879292543492103) | > loss_disc_real_5: 0.20308825373649597 (0.2019855862416128) | > loss_0: 2.174597978591919 (2.219035968301434) | > grad_norm_0: tensor(14.9197, device='cuda:0') (tensor(30.1664, device='cuda:0')) | > loss_gen: 2.8406121730804443 (2.7646609153627795) | > loss_kl: 2.069416046142578 (1.7952403015394225) | > loss_feat: 9.036147117614746 (8.353228203730064) | > loss_mel: 15.11008071899414 (14.13862588454266) | > loss_duration: 1.7190020084381104 (1.7606995283528062) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.775259017944336 (28.812454858417603) | > grad_norm_1: tensor(93.4381, device='cuda:0') (tensor(788.7661, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8372 (0.8478076330720912) | > loader_time: 0.0117 (0.011374439137696844) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_61000.pth  --> TIME: 2025-05-08 17:09:15 -- STEP: 687/725 -- GLOBAL_STEP: 61050 | > loss_disc: 2.175874948501587 (2.2162982945532423) | > loss_disc_real_0: 0.15141257643699646 (0.13615443137253416) | > loss_disc_real_1: 0.18517036736011505 (0.19849362110466948) | > loss_disc_real_2: 0.1817207932472229 (0.19598238885923244) | > loss_disc_real_3: 0.21046914160251617 (0.1985911129820642) | > loss_disc_real_4: 0.21975138783454895 (0.19870394064869942) | > loss_disc_real_5: 0.21953776478767395 (0.20151724103496585) | > loss_0: 2.175874948501587 (2.2162982945532423) | > grad_norm_0: tensor(43.3387, device='cuda:0') (tensor(30.5941, device='cuda:0')) | > loss_gen: 2.904334545135498 (2.769722327394777) | > loss_kl: 1.8434531688690186 (1.7989159841551357) | > loss_feat: 8.513941764831543 (8.37528629525085) | > loss_mel: 14.627854347229004 (14.15416932557174) | > loss_duration: 1.7831519842147827 (1.7609930789800363) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.6727352142334 (28.859087048659678) | > grad_norm_1: tensor(986.1229, device='cuda:0') (tensor(795.1871, device='cuda:0')) | > current_lr_0: 0.00019950059330492385 | > current_lr_1: 0.00019950059330492385 | > step_time: 0.8624 (0.8481723772906842) | > loader_time: 0.0116 (0.01138319094628746)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2064383029937744 (2.2064383029937744) | > loss_disc_real_0: 0.14129914343357086 (0.14129914343357086) | > loss_disc_real_1: 0.2042457014322281 (0.2042457014322281) | > loss_disc_real_2: 0.19369351863861084 (0.19369351863861084) | > loss_disc_real_3: 0.16533583402633667 (0.16533583402633667) | > loss_disc_real_4: 0.2035459578037262 (0.2035459578037262) | > loss_disc_real_5: 0.20883437991142273 (0.20883437991142273) | > loss_0: 2.2064383029937744 (2.2064383029937744) | > loss_gen: 2.695934772491455 (2.695934772491455) | > loss_kl: 2.0310873985290527 (2.0310873985290527) | > loss_feat: 8.836236000061035 (8.836236000061035) | > loss_mel: 14.83757495880127 (14.83757495880127) | > loss_duration: 1.7066075801849365 (1.7066075801849365) | > loss_1: 30.107440948486328 (30.107440948486328)  --> STEP: 1 | > loss_disc: 2.226569652557373 (2.226569652557373) | > loss_disc_real_0: 0.17195521295070648 (0.17195521295070648) | > loss_disc_real_1: 0.19254514575004578 (0.19254514575004578) | > loss_disc_real_2: 0.1987842172384262 (0.1987842172384262) | > loss_disc_real_3: 0.1512676328420639 (0.1512676328420639) | > loss_disc_real_4: 0.18170307576656342 (0.18170307576656342) | > loss_disc_real_5: 0.1849481463432312 (0.1849481463432312) | > loss_0: 2.226569652557373 (2.226569652557373) | > loss_gen: 2.564980983734131 (2.564980983734131) | > loss_kl: 2.1009902954101562 (2.1009902954101562) | > loss_feat: 8.132048606872559 (8.132048606872559) | > loss_mel: 15.177992820739746 (15.177992820739746) | > loss_duration: 1.7919104099273682 (1.7919104099273682) | > loss_1: 29.76792335510254 (29.76792335510254)  --> STEP: 2 | > loss_disc: 2.250539779663086 (2.2385547161102295) | > loss_disc_real_0: 0.1605323702096939 (0.1662437915802002) | > loss_disc_real_1: 0.18043333292007446 (0.18648923933506012) | > loss_disc_real_2: 0.1992073506116867 (0.19899578392505646) | > loss_disc_real_3: 0.13180232048034668 (0.1415349766612053) | > loss_disc_real_4: 0.18840713798999786 (0.18505510687828064) | > loss_disc_real_5: 0.20886990427970886 (0.19690902531147003) | > loss_0: 2.250539779663086 (2.2385547161102295) | > loss_gen: 2.5139870643615723 (2.5394840240478516) | > loss_kl: 1.8976709842681885 (1.9993306398391724) | > loss_feat: 8.254755020141602 (8.19340181350708) | > loss_mel: 15.924424171447754 (15.55120849609375) | > loss_duration: 1.821214199066162 (1.8065623044967651) | > loss_1: 30.412052154541016 (30.089987754821777)  --> STEP: 3 | > loss_disc: 2.3401098251342773 (2.2724064191182456) | > loss_disc_real_0: 0.18234919011592865 (0.17161225775877634) | > loss_disc_real_1: 0.2062249481678009 (0.19306780894597372) | > loss_disc_real_2: 0.19179101288318634 (0.19659419357776642) | > loss_disc_real_3: 0.16367021203041077 (0.14891338845094046) | > loss_disc_real_4: 0.18490202724933624 (0.18500408033529916) | > loss_disc_real_5: 0.19318394362926483 (0.19566733141740164) | > loss_0: 2.3401098251342773 (2.2724064191182456) | > loss_gen: 2.3492953777313232 (2.476087808609009) | > loss_kl: 2.098423480987549 (2.0323615868886313) | > loss_feat: 6.705338954925537 (7.6973808606465655) | > loss_mel: 12.581144332885742 (14.561187108357748) | > loss_duration: 1.8054742813110352 (1.8061996301015217) | > loss_1: 25.539676666259766 (28.573217391967773)  --> STEP: 4 | > loss_disc: 2.2260255813598633 (2.26081120967865) | > loss_disc_real_0: 0.11273480951786041 (0.15689289569854736) | > loss_disc_real_1: 0.1841813027858734 (0.19084618240594864) | > loss_disc_real_2: 0.19642576575279236 (0.1965520866215229) | > loss_disc_real_3: 0.13592712581157684 (0.14566682279109955) | > loss_disc_real_4: 0.2021758109331131 (0.18929701298475266) | > loss_disc_real_5: 0.22262641787528992 (0.2024071030318737) | > loss_0: 2.2260255813598633 (2.26081120967865) | > loss_gen: 2.4442548751831055 (2.468129575252533) | > loss_kl: 1.8297739028930664 (1.98171466588974) | > loss_feat: 8.321264266967773 (7.853351712226868) | > loss_mel: 15.419013977050781 (14.775643825531006) | > loss_duration: 1.7585234642028809 (1.7942805886268616) | > loss_1: 29.7728328704834 (28.87312126159668) --> EVAL PERFORMANCE | > avg_loader_time: 0.27563440799713135 (-0.006882131099700928) | > avg_loss_disc: 2.26081120967865 (-0.030595839023590088) | > avg_loss_disc_real_0: 0.15689289569854736 (+0.020987365394830704) | > avg_loss_disc_real_1: 0.19084618240594864 (-0.009399089962244034) | > avg_loss_disc_real_2: 0.1965520866215229 (+0.04484424740076065) | > avg_loss_disc_real_3: 0.14566682279109955 (-0.027398649603128433) | > avg_loss_disc_real_4: 0.18929701298475266 (-0.02259264513850212) | > avg_loss_disc_real_5: 0.2024071030318737 (-0.01902124285697937) | > avg_loss_0: 2.26081120967865 (-0.030595839023590088) | > avg_loss_gen: 2.468129575252533 (+0.09861999750137329) | > avg_loss_kl: 1.98171466588974 (+0.04722905158996582) | > avg_loss_feat: 7.853351712226868 (-0.05605483055114746) | > avg_loss_mel: 14.775643825531006 (+0.7496628761291504) | > avg_loss_duration: 1.7942805886268616 (-0.013918399810791016) | > avg_loss_1: 28.87312126159668 (+0.8255391120910645)  > EPOCH: 21/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 17:09:55)   --> TIME: 2025-05-08 17:10:08 -- STEP: 12/725 -- GLOBAL_STEP: 61100 | > loss_disc: 2.2221872806549072 (2.273945887883504) | > loss_disc_real_0: 0.13285045325756073 (0.148991326491038) | > loss_disc_real_1: 0.20086461305618286 (0.20196024576822916) | > loss_disc_real_2: 0.17729750275611877 (0.19994020337859789) | > loss_disc_real_3: 0.1735461950302124 (0.20213605711857477) | > loss_disc_real_4: 0.20158764719963074 (0.20512144267559052) | > loss_disc_real_5: 0.19241124391555786 (0.20823700105150542) | > loss_0: 2.2221872806549072 (2.273945887883504) | > grad_norm_0: tensor(26.5476, device='cuda:0') (tensor(23.6687, device='cuda:0')) | > loss_gen: 2.6185848712921143 (2.6637717684110007) | > loss_kl: 1.8577266931533813 (1.847335010766983) | > loss_feat: 9.19420337677002 (8.002552270889282) | > loss_mel: 14.913022994995117 (13.720568418502808) | > loss_duration: 1.7957415580749512 (1.7686023712158203) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.379281997680664 (28.002830028533936) | > grad_norm_1: tensor(621.4416, device='cuda:0') (tensor(834.0207, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8295 (0.8376916249593099) | > loader_time: 0.0092 (0.009840230147043863)  --> TIME: 2025-05-08 17:10:51 -- STEP: 62/725 -- GLOBAL_STEP: 61150 | > loss_disc: 2.2948756217956543 (2.218138667844957) | > loss_disc_real_0: 0.14703834056854248 (0.14146819903004554) | > loss_disc_real_1: 0.20553235709667206 (0.19496888475072) | > loss_disc_real_2: 0.1922851949930191 (0.19496239168990043) | > loss_disc_real_3: 0.20884421467781067 (0.19730972258314008) | > loss_disc_real_4: 0.22866159677505493 (0.20019578308828412) | > loss_disc_real_5: 0.24258114397525787 (0.2028365178454307) | > loss_0: 2.2948756217956543 (2.218138667844957) | > grad_norm_0: tensor(50.7665, device='cuda:0') (tensor(32.4755, device='cuda:0')) | > loss_gen: 2.70505428314209 (2.7590650666144585) | > loss_kl: 1.827416181564331 (1.8291935209305055) | > loss_feat: 7.677355766296387 (8.42137553614955) | > loss_mel: 14.056121826171875 (14.192501791061893) | > loss_duration: 1.8255542516708374 (1.7596690981618819) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.091503143310547 (28.9618049129363) | > grad_norm_1: tensor(895.5312, device='cuda:0') (tensor(869.5198, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8545 (0.8532704461005426) | > loader_time: 0.0135 (0.010704078981953283)  --> TIME: 2025-05-08 17:11:34 -- STEP: 112/725 -- GLOBAL_STEP: 61200 | > loss_disc: 2.1948134899139404 (2.2189962608473635) | > loss_disc_real_0: 0.12081126868724823 (0.1419800861871667) | > loss_disc_real_1: 0.18409353494644165 (0.19537242129445076) | > loss_disc_real_2: 0.17466406524181366 (0.19542000056909664) | > loss_disc_real_3: 0.22503544390201569 (0.19763625040650368) | > loss_disc_real_4: 0.2302483320236206 (0.1995626837015152) | > loss_disc_real_5: 0.18958371877670288 (0.20145251136273146) | > loss_0: 2.1948134899139404 (2.2189962608473635) | > grad_norm_0: tensor(33.6374, device='cuda:0') (tensor(32.4406, device='cuda:0')) | > loss_gen: 2.7293200492858887 (2.768298123564039) | > loss_kl: 1.9672080278396606 (1.8174368057932173) | > loss_feat: 9.006476402282715 (8.430381766387395) | > loss_mel: 15.526727676391602 (14.244074395724706) | > loss_duration: 1.776616096496582 (1.7666024406041418) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.00634765625 (29.026793462889536) | > grad_norm_1: tensor(1266.6804, device='cuda:0') (tensor(833.4210, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8107 (0.8510251492261887) | > loader_time: 0.0108 (0.010942408016749795)  --> TIME: 2025-05-08 17:12:17 -- STEP: 162/725 -- GLOBAL_STEP: 61250 | > loss_disc: 2.147188186645508 (2.2069823844933207) | > loss_disc_real_0: 0.1042141318321228 (0.13803661021369465) | > loss_disc_real_1: 0.18509429693222046 (0.19573773443698886) | > loss_disc_real_2: 0.1956283301115036 (0.19479816314982787) | > loss_disc_real_3: 0.21371950209140778 (0.19752228416410486) | > loss_disc_real_4: 0.22194799780845642 (0.19807528005338004) | > loss_disc_real_5: 0.2020975798368454 (0.2009970027907395) | > loss_0: 2.147188186645508 (2.2069823844933207) | > grad_norm_0: tensor(22.8883, device='cuda:0') (tensor(31.9159, device='cuda:0')) | > loss_gen: 2.8448565006256104 (2.7808094260133345) | > loss_kl: 1.74494469165802 (1.8052642308635476) | > loss_feat: 8.970819473266602 (8.494086768892078) | > loss_mel: 15.315587997436523 (14.260078559687107) | > loss_duration: 1.7201721668243408 (1.7661498968983873) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.59638214111328 (29.10638884556146) | > grad_norm_1: tensor(854.1257, device='cuda:0') (tensor(833.4184, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.824 (0.848535512700493) | > loader_time: 0.0099 (0.010947592464494116)  --> TIME: 2025-05-08 17:13:01 -- STEP: 212/725 -- GLOBAL_STEP: 61300 | > loss_disc: 2.3691060543060303 (2.2033172485963353) | > loss_disc_real_0: 0.12314435839653015 (0.136428895845728) | > loss_disc_real_1: 0.20023402571678162 (0.1951766975645749) | > loss_disc_real_2: 0.19954396784305573 (0.1941430195463154) | > loss_disc_real_3: 0.22588323056697845 (0.1981360569315136) | > loss_disc_real_4: 0.22114288806915283 (0.1976184582091727) | > loss_disc_real_5: 0.203904926776886 (0.20155765045926255) | > loss_0: 2.3691060543060303 (2.2033172485963353) | > grad_norm_0: tensor(38.2833, device='cuda:0') (tensor(31.4524, device='cuda:0')) | > loss_gen: 2.637355327606201 (2.7806404469148167) | > loss_kl: 1.7952234745025635 (1.7998123152076073) | > loss_feat: 7.357755184173584 (8.485715848095015) | > loss_mel: 12.212230682373047 (14.237395345040088) | > loss_duration: 1.7448158264160156 (1.7643995110718709) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.74738121032715 (29.067963438213997) | > grad_norm_1: tensor(1140.0223, device='cuda:0') (tensor(836.1697, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8367 (0.8484174631676584) | > loader_time: 0.0118 (0.010985859160153374)  --> TIME: 2025-05-08 17:13:44 -- STEP: 262/725 -- GLOBAL_STEP: 61350 | > loss_disc: 2.1341335773468018 (2.204175778927693) | > loss_disc_real_0: 0.09204984456300735 (0.1362215560782728) | > loss_disc_real_1: 0.2172039896249771 (0.1955258631865487) | > loss_disc_real_2: 0.19058683514595032 (0.19406090011350988) | > loss_disc_real_3: 0.17987893521785736 (0.19839587540344422) | > loss_disc_real_4: 0.18397875130176544 (0.1976864298677626) | > loss_disc_real_5: 0.1889517903327942 (0.20151257822076782) | > loss_0: 2.1341335773468018 (2.204175778927693) | > grad_norm_0: tensor(38.5102, device='cuda:0') (tensor(33.0145, device='cuda:0')) | > loss_gen: 2.925884962081909 (2.781748677938039) | > loss_kl: 2.007681131362915 (1.8066787451278163) | > loss_feat: 8.434222221374512 (8.481193682619637) | > loss_mel: 14.542970657348633 (14.224888306537657) | > loss_duration: 1.731673240661621 (1.7637463903609123) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.642433166503906 (29.058255799854074) | > grad_norm_1: tensor(1024.8418, device='cuda:0') (tensor(854.8835, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8801 (0.8480349824628757) | > loader_time: 0.0143 (0.010957351167693396)  --> TIME: 2025-05-08 17:14:27 -- STEP: 312/725 -- GLOBAL_STEP: 61400 | > loss_disc: 1.9638729095458984 (2.205153074784156) | > loss_disc_real_0: 0.0792081356048584 (0.13589032985365526) | > loss_disc_real_1: 0.1750723272562027 (0.19579607854859954) | > loss_disc_real_2: 0.16694913804531097 (0.1942239734702387) | > loss_disc_real_3: 0.19116967916488647 (0.19829292667026702) | > loss_disc_real_4: 0.20739887654781342 (0.1978539315362772) | > loss_disc_real_5: 0.1817891150712967 (0.2017450177898774) | > loss_0: 1.9638729095458984 (2.205153074784156) | > grad_norm_0: tensor(20.8822, device='cuda:0') (tensor(33.5261, device='cuda:0')) | > loss_gen: 3.1182479858398438 (2.782525452283712) | > loss_kl: 1.7417190074920654 (1.8067088975356178) | > loss_feat: 9.975210189819336 (8.452340754178861) | > loss_mel: 14.94918441772461 (14.21122352893536) | > loss_duration: 1.7407491207122803 (1.7620589966193227) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.52511215209961 (29.01485763451992) | > grad_norm_1: tensor(716.9308, device='cuda:0') (tensor(852.9998, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8485 (0.8490932744282944) | > loader_time: 0.0103 (0.01095994695638999)  --> TIME: 2025-05-08 17:15:11 -- STEP: 362/725 -- GLOBAL_STEP: 61450 | > loss_disc: 2.194443702697754 (2.2098742874946375) | > loss_disc_real_0: 0.1338682472705841 (0.13576452281758253) | > loss_disc_real_1: 0.20005930960178375 (0.19663901515922502) | > loss_disc_real_2: 0.2289254367351532 (0.19503313554090698) | > loss_disc_real_3: 0.19157516956329346 (0.19864503841703104) | > loss_disc_real_4: 0.16604743897914886 (0.19792824678987436) | > loss_disc_real_5: 0.19372087717056274 (0.201790386800608) | > loss_0: 2.194443702697754 (2.2098742874946375) | > grad_norm_0: tensor(60.6145, device='cuda:0') (tensor(33.1474, device='cuda:0')) | > loss_gen: 2.697910785675049 (2.774834262731983) | > loss_kl: 1.6689711809158325 (1.805398518538607) | > loss_feat: 9.268051147460938 (8.406296972411779) | > loss_mel: 15.690938949584961 (14.162233998103694) | > loss_duration: 1.692517876625061 (1.7609505363590812) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.018388748168945 (28.90971428781583) | > grad_norm_1: tensor(1398.6281, device='cuda:0') (tensor(857.9484, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8439 (0.8497582647681896) | > loader_time: 0.0115 (0.011006174166558198)  --> TIME: 2025-05-08 17:15:54 -- STEP: 412/725 -- GLOBAL_STEP: 61500 | > loss_disc: 2.1856906414031982 (2.211282700589559) | > loss_disc_real_0: 0.12197897583246231 (0.13714990824533313) | > loss_disc_real_1: 0.19752219319343567 (0.19665921595200758) | > loss_disc_real_2: 0.21823279559612274 (0.19500439187276716) | > loss_disc_real_3: 0.21118855476379395 (0.1982963054793552) | > loss_disc_real_4: 0.18588539958000183 (0.19789120815332661) | > loss_disc_real_5: 0.21204781532287598 (0.20187664617901874) | > loss_0: 2.1856906414031982 (2.211282700589559) | > grad_norm_0: tensor(50.0643, device='cuda:0') (tensor(33.3850, device='cuda:0')) | > loss_gen: 2.8698136806488037 (2.772440005274651) | > loss_kl: 1.9145305156707764 (1.8043535458810125) | > loss_feat: 9.203804969787598 (8.406633581929995) | > loss_mel: 15.480144500732422 (14.169531773594978) | > loss_duration: 1.758758306503296 (1.7613855308120694) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.227052688598633 (28.9143444172387) | > grad_norm_1: tensor(1378.2307, device='cuda:0') (tensor(870.3694, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8583 (0.8495253793244224) | > loader_time: 0.012 (0.011039108327291543)  --> TIME: 2025-05-08 17:16:37 -- STEP: 462/725 -- GLOBAL_STEP: 61550 | > loss_disc: 2.2726457118988037 (2.211574382596201) | > loss_disc_real_0: 0.14968250691890717 (0.1370104272886143) | > loss_disc_real_1: 0.1910090446472168 (0.1968401933000202) | > loss_disc_real_2: 0.2499561756849289 (0.19522113827141854) | > loss_disc_real_3: 0.19824150204658508 (0.19808238451227994) | > loss_disc_real_4: 0.20147891342639923 (0.19781130803869923) | > loss_disc_real_5: 0.19803382456302643 (0.20166581346617124) | > loss_0: 2.2726457118988037 (2.211574382596201) | > grad_norm_0: tensor(33.6372, device='cuda:0') (tensor(33.9178, device='cuda:0')) | > loss_gen: 2.7978615760803223 (2.772697806874394) | > loss_kl: 1.8687639236450195 (1.8089840974642604) | > loss_feat: 8.095584869384766 (8.395596223476128) | > loss_mel: 14.732890129089355 (14.15580366803454) | > loss_duration: 1.819127082824707 (1.761108654660064) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.314228057861328 (28.89419041670762) | > grad_norm_1: tensor(178.5594, device='cuda:0') (tensor(870.9462, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7871 (0.8489979448772613) | > loader_time: 0.01 (0.01106606675432874)  --> TIME: 2025-05-08 17:17:20 -- STEP: 512/725 -- GLOBAL_STEP: 61600 | > loss_disc: 2.0530858039855957 (2.210224213544279) | > loss_disc_real_0: 0.0979931503534317 (0.13668696612148779) | > loss_disc_real_1: 0.17992858588695526 (0.1968331882380881) | > loss_disc_real_2: 0.1518057882785797 (0.1950380268390291) | > loss_disc_real_3: 0.17604702711105347 (0.1981323052605148) | > loss_disc_real_4: 0.16353707015514374 (0.19756226963363593) | > loss_disc_real_5: 0.19588585197925568 (0.20161842074594466) | > loss_0: 2.0530858039855957 (2.210224213544279) | > grad_norm_0: tensor(27.2102, device='cuda:0') (tensor(33.9099, device='cuda:0')) | > loss_gen: 2.8835761547088623 (2.773867298383265) | > loss_kl: 1.8141748905181885 (1.8117374789435419) | > loss_feat: 9.408722877502441 (8.394664213992655) | > loss_mel: 14.8985013961792 (14.149183234199882) | > loss_duration: 1.7210733890533447 (1.762391487369314) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.72604751586914 (28.891843654215336) | > grad_norm_1: tensor(675.5720, device='cuda:0') (tensor(870.4626, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8346 (0.8483985494822265) | > loader_time: 0.0143 (0.011068627703934908)  --> TIME: 2025-05-08 17:18:03 -- STEP: 562/725 -- GLOBAL_STEP: 61650 | > loss_disc: 2.0606069564819336 (2.21015603347181) | > loss_disc_real_0: 0.13213567435741425 (0.13646268771026693) | > loss_disc_real_1: 0.19383707642555237 (0.19710170602246968) | > loss_disc_real_2: 0.18334290385246277 (0.19502968958900496) | > loss_disc_real_3: 0.18460172414779663 (0.1981333868571447) | > loss_disc_real_4: 0.1773214042186737 (0.19758729366221045) | > loss_disc_real_5: 0.1528952568769455 (0.20154505891201763) | > loss_0: 2.0606069564819336 (2.21015603347181) | > grad_norm_0: tensor(35.6068, device='cuda:0') (tensor(33.7684, device='cuda:0')) | > loss_gen: 2.9362945556640625 (2.7743383679949933) | > loss_kl: 1.737778663635254 (1.8106621431710461) | > loss_feat: 9.313870429992676 (8.404946139698778) | > loss_mel: 14.77770709991455 (14.163638411891842) | > loss_duration: 1.7313300371170044 (1.7622038278715466) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.49698257446289 (28.91578883038721) | > grad_norm_1: tensor(922.6097, device='cuda:0') (tensor(877.7140, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8982 (0.8478663226463615) | > loader_time: 0.0122 (0.011086058362098779)  --> TIME: 2025-05-08 17:18:46 -- STEP: 612/725 -- GLOBAL_STEP: 61700 | > loss_disc: 2.3117318153381348 (2.2094904026564435) | > loss_disc_real_0: 0.14834094047546387 (0.13583735574426412) | > loss_disc_real_1: 0.2293565720319748 (0.1970541600649264) | > loss_disc_real_2: 0.21391962468624115 (0.19531723905622575) | > loss_disc_real_3: 0.18996968865394592 (0.19807355385882397) | > loss_disc_real_4: 0.21225139498710632 (0.19754181451657257) | > loss_disc_real_5: 0.21981464326381683 (0.20132770815413759) | > loss_0: 2.3117318153381348 (2.2094904026564435) | > grad_norm_0: tensor(40.2649, device='cuda:0') (tensor(33.9764, device='cuda:0')) | > loss_gen: 2.6689934730529785 (2.776995848206913) | > loss_kl: 1.844639539718628 (1.8129863477999872) | > loss_feat: 7.639549732208252 (8.414782155572983) | > loss_mel: 12.692233085632324 (14.161249327503779) | > loss_duration: 1.696603775024414 (1.7621320484120857) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.54201889038086 (28.92814567977307) | > grad_norm_1: tensor(123.3138, device='cuda:0') (tensor(868.6071, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.7986 (0.8478654432140924) | > loader_time: 0.0109 (0.011108438563502694)  --> TIME: 2025-05-08 17:19:29 -- STEP: 662/725 -- GLOBAL_STEP: 61750 | > loss_disc: 2.1671130657196045 (2.2098535509988273) | > loss_disc_real_0: 0.13714243471622467 (0.1361595349515763) | > loss_disc_real_1: 0.17613418400287628 (0.19704855645351196) | > loss_disc_real_2: 0.19071796536445618 (0.19518012028986612) | > loss_disc_real_3: 0.18886114656925201 (0.19808464922753696) | > loss_disc_real_4: 0.2272968739271164 (0.19772013450137094) | > loss_disc_real_5: 0.21959610283374786 (0.20154751940796373) | > loss_0: 2.1671130657196045 (2.2098535509988273) | > grad_norm_0: tensor(27.3223, device='cuda:0') (tensor(33.9808, device='cuda:0')) | > loss_gen: 3.0038695335388184 (2.7761641067320495) | > loss_kl: 1.7859628200531006 (1.8109923945092725) | > loss_feat: 9.370809555053711 (8.422794076251122) | > loss_mel: 14.857595443725586 (14.17295500014844) | > loss_duration: 1.7746042013168335 (1.7625275063370647) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.792842864990234 (28.9454330490435) | > grad_norm_1: tensor(1404.1340, device='cuda:0') (tensor(869.0576, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8623 (0.8477187891381025) | > loader_time: 0.0111 (0.011120024044348031)  --> TIME: 2025-05-08 17:20:13 -- STEP: 712/725 -- GLOBAL_STEP: 61800 | > loss_disc: 2.1483817100524902 (2.209225435605212) | > loss_disc_real_0: 0.14108705520629883 (0.13610650985658665) | > loss_disc_real_1: 0.19033227860927582 (0.19700513897317196) | > loss_disc_real_2: 0.20076508820056915 (0.19515372473704698) | > loss_disc_real_3: 0.2002979964017868 (0.1981256778529855) | > loss_disc_real_4: 0.21068033576011658 (0.19756024586183318) | > loss_disc_real_5: 0.19044534862041473 (0.20155330902237562) | > loss_0: 2.1483817100524902 (2.209225435605212) | > grad_norm_0: tensor(32.0312, device='cuda:0') (tensor(34.0483, device='cuda:0')) | > loss_gen: 2.694612741470337 (2.7758340544245215) | > loss_kl: 1.8587315082550049 (1.81019493033377) | > loss_feat: 8.735479354858398 (8.422405757930848) | > loss_mel: 12.899873733520508 (14.178595141078649) | > loss_duration: 1.7594780921936035 (1.7618829740232294) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.94817352294922 (28.948912813422385) | > grad_norm_1: tensor(1011.0687, device='cuda:0') (tensor(866.3036, device='cuda:0')) | > current_lr_0: 0.00019947565573076072 | > current_lr_1: 0.00019947565573076072 | > step_time: 0.8199 (0.8487766616130143) | > loader_time: 0.0107 (0.011120408438564678)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1339478492736816 (2.1339478492736816) | > loss_disc_real_0: 0.19256484508514404 (0.19256484508514404) | > loss_disc_real_1: 0.16434234380722046 (0.16434234380722046) | > loss_disc_real_2: 0.17635293304920197 (0.17635293304920197) | > loss_disc_real_3: 0.15554510056972504 (0.15554510056972504) | > loss_disc_real_4: 0.2228291928768158 (0.2228291928768158) | > loss_disc_real_5: 0.23151536285877228 (0.23151536285877228) | > loss_0: 2.1339478492736816 (2.1339478492736816) | > loss_gen: 3.0224227905273438 (3.0224227905273438) | > loss_kl: 1.840893268585205 (1.840893268585205) | > loss_feat: 9.673974990844727 (9.673974990844727) | > loss_mel: 16.37105941772461 (16.37105941772461) | > loss_duration: 1.6991338729858398 (1.6991338729858398) | > loss_1: 32.60748291015625 (32.60748291015625)  --> STEP: 1 | > loss_disc: 2.160278797149658 (2.160278797149658) | > loss_disc_real_0: 0.17844220995903015 (0.17844220995903015) | > loss_disc_real_1: 0.16854141652584076 (0.16854141652584076) | > loss_disc_real_2: 0.16760161519050598 (0.16760161519050598) | > loss_disc_real_3: 0.15785402059555054 (0.15785402059555054) | > loss_disc_real_4: 0.21932555735111237 (0.21932555735111237) | > loss_disc_real_5: 0.20786713063716888 (0.20786713063716888) | > loss_0: 2.160278797149658 (2.160278797149658) | > loss_gen: 2.7491061687469482 (2.7491061687469482) | > loss_kl: 1.9998904466629028 (1.9998904466629028) | > loss_feat: 8.569291114807129 (8.569291114807129) | > loss_mel: 14.975738525390625 (14.975738525390625) | > loss_duration: 1.7828949689865112 (1.7828949689865112) | > loss_1: 30.076919555664062 (30.076919555664062)  --> STEP: 2 | > loss_disc: 2.101806640625 (2.131042718887329) | > loss_disc_real_0: 0.17581984400749207 (0.1771310269832611) | > loss_disc_real_1: 0.1618674248456955 (0.16520442068576813) | > loss_disc_real_2: 0.16714483499526978 (0.16737322509288788) | > loss_disc_real_3: 0.16904987394809723 (0.16345194727182388) | > loss_disc_real_4: 0.21825022995471954 (0.21878789365291595) | > loss_disc_real_5: 0.21406371891498566 (0.21096542477607727) | > loss_0: 2.101806640625 (2.131042718887329) | > loss_gen: 2.889249086380005 (2.8191776275634766) | > loss_kl: 1.8380147218704224 (1.9189525842666626) | > loss_feat: 8.643360137939453 (8.606325626373291) | > loss_mel: 14.742694854736328 (14.859216690063477) | > loss_duration: 1.8293874263763428 (1.806141197681427) | > loss_1: 29.942707061767578 (30.00981330871582)  --> STEP: 3 | > loss_disc: 2.1587870121002197 (2.1402908166249595) | > loss_disc_real_0: 0.18108032643795013 (0.17844746013482413) | > loss_disc_real_1: 0.17403331398963928 (0.16814738512039185) | > loss_disc_real_2: 0.1828518509864807 (0.17253276705741882) | > loss_disc_real_3: 0.15829718112945557 (0.16173369189103445) | > loss_disc_real_4: 0.23647333681583405 (0.22468304137388864) | > loss_disc_real_5: 0.21201568841934204 (0.21131551265716553) | > loss_0: 2.1587870121002197 (2.1402908166249595) | > loss_gen: 2.8705852031707764 (2.836313486099243) | > loss_kl: 1.8648731708526611 (1.900926113128662) | > loss_feat: 8.662113189697266 (8.624921480814615) | > loss_mel: 14.441486358642578 (14.71997324625651) | > loss_duration: 1.8176836967468262 (1.8099886973698933) | > loss_1: 29.656740188598633 (29.892122268676758)  --> STEP: 4 | > loss_disc: 2.189671754837036 (2.1526360511779785) | > loss_disc_real_0: 0.18772262334823608 (0.1807662509381771) | > loss_disc_real_1: 0.17991995811462402 (0.1710905283689499) | > loss_disc_real_2: 0.1701352298259735 (0.1719333827495575) | > loss_disc_real_3: 0.16540983319282532 (0.16265272721648216) | > loss_disc_real_4: 0.2112509161233902 (0.22132501006126404) | > loss_disc_real_5: 0.18088935315608978 (0.2037089727818966) | > loss_0: 2.189671754837036 (2.1526360511779785) | > loss_gen: 2.593953847885132 (2.7757235765457153) | > loss_kl: 2.061260461807251 (1.9410097002983093) | > loss_feat: 7.822878837585449 (8.424410820007324) | > loss_mel: 13.871220588684082 (14.507785081863403) | > loss_duration: 1.7363377809524536 (1.7915759682655334) | > loss_1: 28.085651397705078 (29.440504550933838) --> EVAL PERFORMANCE | > avg_loader_time: 0.3076850175857544 (+0.03205060958862305) | > avg_loss_disc: 2.1526360511779785 (-0.10817515850067139) | > avg_loss_disc_real_0: 0.1807662509381771 (+0.023873355239629745) | > avg_loss_disc_real_1: 0.1710905283689499 (-0.01975565403699875) | > avg_loss_disc_real_2: 0.1719333827495575 (-0.02461870387196541) | > avg_loss_disc_real_3: 0.16265272721648216 (+0.016985904425382614) | > avg_loss_disc_real_4: 0.22132501006126404 (+0.03202799707651138) | > avg_loss_disc_real_5: 0.2037089727818966 (+0.0013018697500228882) | > avg_loss_0: 2.1526360511779785 (-0.10817515850067139) | > avg_loss_gen: 2.7757235765457153 (+0.3075940012931824) | > avg_loss_kl: 1.9410097002983093 (-0.040704965591430664) | > avg_loss_feat: 8.424410820007324 (+0.5710591077804565) | > avg_loss_mel: 14.507785081863403 (-0.26785874366760254) | > avg_loss_duration: 1.7915759682655334 (-0.002704620361328125) | > avg_loss_1: 29.440504550933838 (+0.5673832893371582)  > EPOCH: 22/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 17:20:30)   --> TIME: 2025-05-08 17:21:04 -- STEP: 37/725 -- GLOBAL_STEP: 61850 | > loss_disc: 2.2226152420043945 (2.220483857232172) | > loss_disc_real_0: 0.11961230635643005 (0.13262976464387533) | > loss_disc_real_1: 0.19004353880882263 (0.19752412228970914) | > loss_disc_real_2: 0.1699320375919342 (0.19542935168420944) | > loss_disc_real_3: 0.18871602416038513 (0.19972453769799825) | > loss_disc_real_4: 0.14553049206733704 (0.19911987717087204) | > loss_disc_real_5: 0.19423043727874756 (0.20390076774197655) | > loss_0: 2.2226152420043945 (2.220483857232172) | > grad_norm_0: tensor(41.0284, device='cuda:0') (tensor(36.9510, device='cuda:0')) | > loss_gen: 2.645448923110962 (2.7384276261200777) | > loss_kl: 1.7849129438400269 (1.8148358931412567) | > loss_feat: 8.909516334533691 (8.328102214916331) | > loss_mel: 13.38095760345459 (13.936359560167467) | > loss_duration: 1.7660105228424072 (1.762315543922218) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.486845016479492 (28.58004090592668) | > grad_norm_1: tensor(767.1431, device='cuda:0') (tensor(898.5214, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.85 (0.8506736562058732) | > loader_time: 0.0103 (0.010633056228225296)  --> TIME: 2025-05-08 17:21:48 -- STEP: 87/725 -- GLOBAL_STEP: 61900 | > loss_disc: 2.3298492431640625 (2.2210397172248237) | > loss_disc_real_0: 0.20466721057891846 (0.13337769265147462) | > loss_disc_real_1: 0.19969689846038818 (0.1987684790430398) | > loss_disc_real_2: 0.21543768048286438 (0.195640509155975) | > loss_disc_real_3: 0.17487193644046783 (0.20050332446893057) | > loss_disc_real_4: 0.22178266942501068 (0.1996678754516032) | > loss_disc_real_5: 0.21024391055107117 (0.20357709455079046) | > loss_0: 2.3298492431640625 (2.2210397172248237) | > grad_norm_0: tensor(85.9966, device='cuda:0') (tensor(33.4203, device='cuda:0')) | > loss_gen: 2.6643199920654297 (2.7535086719469097) | > loss_kl: 1.9482523202896118 (1.8141764566816132) | > loss_feat: 7.621409893035889 (8.29258565245003) | > loss_mel: 13.559000968933105 (13.972215762083557) | > loss_duration: 1.7338757514953613 (1.7640682499984215) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.526857376098633 (28.596554745202777) | > grad_norm_1: tensor(687.9210, device='cuda:0') (tensor(861.0122, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8373 (0.8539683462559492) | > loader_time: 0.0107 (0.010838905970255532)  --> TIME: 2025-05-08 17:22:31 -- STEP: 137/725 -- GLOBAL_STEP: 61950 | > loss_disc: 2.144439458847046 (2.208139979926339) | > loss_disc_real_0: 0.0921686440706253 (0.13083735287842088) | > loss_disc_real_1: 0.18559642136096954 (0.19786961170008582) | > loss_disc_real_2: 0.1971484124660492 (0.19508467462376086) | > loss_disc_real_3: 0.17574957013130188 (0.1984028176669657) | > loss_disc_real_4: 0.18016423285007477 (0.19915977914402958) | > loss_disc_real_5: 0.15396514534950256 (0.20247160518256418) | > loss_0: 2.144439458847046 (2.208139979926339) | > grad_norm_0: tensor(25.4495, device='cuda:0') (tensor(33.0918, device='cuda:0')) | > loss_gen: 2.861558437347412 (2.7689102809794632) | > loss_kl: 1.861499547958374 (1.8175235847487068) | > loss_feat: 8.893769264221191 (8.352548574879215) | > loss_mel: 13.939630508422852 (14.007380179245107) | > loss_duration: 1.7496310472488403 (1.7642084421032536) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.30609130859375 (28.710570996695193) | > grad_norm_1: tensor(593.8034, device='cuda:0') (tensor(867.5541, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8148 (0.8522721798750605) | > loader_time: 0.0089 (0.01076870417072825)  --> TIME: 2025-05-08 17:23:14 -- STEP: 187/725 -- GLOBAL_STEP: 62000 | > loss_disc: 2.217064380645752 (2.2045518102492885) | > loss_disc_real_0: 0.23128286004066467 (0.13035980452668855) | > loss_disc_real_1: 0.19979946315288544 (0.19777945815560655) | > loss_disc_real_2: 0.1821095496416092 (0.19521334942649393) | > loss_disc_real_3: 0.1922202706336975 (0.19804472296951928) | > loss_disc_real_4: 0.18749001622200012 (0.198646430105449) | > loss_disc_real_5: 0.19703367352485657 (0.20270409972909936) | > loss_0: 2.217064380645752 (2.2045518102492885) | > grad_norm_0: tensor(99.5204, device='cuda:0') (tensor(34.8961, device='cuda:0')) | > loss_gen: 2.945988416671753 (2.7831960540404306) | > loss_kl: 1.9349793195724487 (1.8171460896252312) | > loss_feat: 8.964606285095215 (8.416330276326057) | > loss_mel: 14.599074363708496 (14.112251093043364) | > loss_duration: 1.7795190811157227 (1.764733891436123) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.224166870117188 (28.893657306936337) | > grad_norm_1: tensor(782.1788, device='cuda:0') (tensor(829.2343, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8796 (0.850814775987105) | > loader_time: 0.0103 (0.010833081077126898) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_62000.pth  --> TIME: 2025-05-08 17:24:00 -- STEP: 237/725 -- GLOBAL_STEP: 62050 | > loss_disc: 2.306148052215576 (2.212621066640701) | > loss_disc_real_0: 0.1392761468887329 (0.13270180480641153) | > loss_disc_real_1: 0.1929556131362915 (0.197889030734195) | > loss_disc_real_2: 0.23586997389793396 (0.19545141076236838) | > loss_disc_real_3: 0.22534865140914917 (0.1990153629820055) | > loss_disc_real_4: 0.21665675938129425 (0.1994013750477682) | > loss_disc_real_5: 0.22860729694366455 (0.20232022104132527) | > loss_0: 2.306148052215576 (2.212621066640701) | > grad_norm_0: tensor(17.0129, device='cuda:0') (tensor(33.5614, device='cuda:0')) | > loss_gen: 2.601290702819824 (2.7759183549679793) | > loss_kl: 2.079698085784912 (1.8213337830853362) | > loss_feat: 7.857463836669922 (8.385299934113576) | > loss_mel: 14.517501831054688 (14.10319737945428) | > loss_duration: 1.7301669120788574 (1.7620908590308724) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.786121368408203 (28.847840216592395) | > grad_norm_1: tensor(757.4579, device='cuda:0') (tensor(802.4077, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8245 (0.8515146281648789) | > loader_time: 0.0114 (0.010956270282278587)  --> TIME: 2025-05-08 17:24:44 -- STEP: 287/725 -- GLOBAL_STEP: 62100 | > loss_disc: 2.3313684463500977 (2.2139028128015865) | > loss_disc_real_0: 0.15535421669483185 (0.13376041680885942) | > loss_disc_real_1: 0.2093973308801651 (0.1982277842556558) | > loss_disc_real_2: 0.19101528823375702 (0.19532944184147105) | > loss_disc_real_3: 0.2146746665239334 (0.19879989923085065) | > loss_disc_real_4: 0.19531702995300293 (0.19904067707394058) | > loss_disc_real_5: 0.21924041211605072 (0.20223693523672812) | > loss_0: 2.3313684463500977 (2.2139028128015865) | > grad_norm_0: tensor(34.8176, device='cuda:0') (tensor(33.6046, device='cuda:0')) | > loss_gen: 2.534595251083374 (2.773421414637817) | > loss_kl: 1.7804280519485474 (1.8203151633099812) | > loss_feat: 7.3847246170043945 (8.370518352096505) | > loss_mel: 13.012404441833496 (14.113479983100492) | > loss_duration: 1.7703388929367065 (1.760401333666014) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.48249053955078 (28.838136174537578) | > grad_norm_1: tensor(1059.4249, device='cuda:0') (tensor(802.0368, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8175 (0.8530560760963255) | > loader_time: 0.0097 (0.010955155934190917)  --> TIME: 2025-05-08 17:25:27 -- STEP: 337/725 -- GLOBAL_STEP: 62150 | > loss_disc: 2.071211338043213 (2.208037180787378) | > loss_disc_real_0: 0.10022350400686264 (0.13312321335342592) | > loss_disc_real_1: 0.1854248046875 (0.1978566542665753) | > loss_disc_real_2: 0.16613072156906128 (0.19509023507554024) | > loss_disc_real_3: 0.18333986401557922 (0.19815741567831008) | > loss_disc_real_4: 0.21205484867095947 (0.1984677376662235) | > loss_disc_real_5: 0.21254290640354156 (0.20181823413520608) | > loss_0: 2.071211338043213 (2.208037180787378) | > grad_norm_0: tensor(9.1666, device='cuda:0') (tensor(33.4939, device='cuda:0')) | > loss_gen: 2.9140777587890625 (2.7779321988895322) | > loss_kl: 1.886542558670044 (1.8170408396055862) | > loss_feat: 9.225417137145996 (8.400718217787471) | > loss_mel: 14.722541809082031 (14.138552965679226) | > loss_duration: 1.7526369094848633 (1.7582150764918114) | > amp_scaler: 128.0 (128.37982195845697) | > loss_1: 30.501216888427734 (28.892459235488484) | > grad_norm_1: tensor(430.2825, device='cuda:0') (tensor(815.1264, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.865 (0.8531109232577091) | > loader_time: 0.0122 (0.010995523158449802)  --> TIME: 2025-05-08 17:26:11 -- STEP: 387/725 -- GLOBAL_STEP: 62200 | > loss_disc: 2.296721935272217 (2.208944377665064) | > loss_disc_real_0: 0.13191676139831543 (0.13333631175972083) | > loss_disc_real_1: 0.22312475740909576 (0.19821278161780778) | > loss_disc_real_2: 0.20042367279529572 (0.19507972099060233) | > loss_disc_real_3: 0.21378664672374725 (0.19792838075056246) | > loss_disc_real_4: 0.24091164767742157 (0.19871098438436674) | > loss_disc_real_5: 0.18898597359657288 (0.20157040832732692) | > loss_0: 2.296721935272217 (2.208944377665064) | > grad_norm_0: tensor(43.6763, device='cuda:0') (tensor(32.9875, device='cuda:0')) | > loss_gen: 2.6587069034576416 (2.7790771836766295) | > loss_kl: 1.7570246458053589 (1.8202212870275019) | > loss_feat: 7.857187747955322 (8.395931290717707) | > loss_mel: 15.096381187438965 (14.133163526076679) | > loss_duration: 1.865286111831665 (1.7584351137935037) | > amp_scaler: 128.0 (128.33074935400515) | > loss_1: 29.234586715698242 (28.88682836586807) | > grad_norm_1: tensor(1429.6490, device='cuda:0') (tensor(802.2823, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8552 (0.8531112184204181) | > loader_time: 0.0105 (0.010973490485849302)  --> TIME: 2025-05-08 17:26:54 -- STEP: 437/725 -- GLOBAL_STEP: 62250 | > loss_disc: 2.2474114894866943 (2.2074633329356566) | > loss_disc_real_0: 0.10219518095254898 (0.13292712987628616) | > loss_disc_real_1: 0.19403186440467834 (0.19813944065188926) | > loss_disc_real_2: 0.2161148339509964 (0.1948856081583407) | > loss_disc_real_3: 0.19758550822734833 (0.1980915863740362) | > loss_disc_real_4: 0.21005846560001373 (0.19868634931010024) | > loss_disc_real_5: 0.22048355638980865 (0.20142563526226673) | > loss_0: 2.2474114894866943 (2.2074633329356566) | > grad_norm_0: tensor(21.8446, device='cuda:0') (tensor(32.9445, device='cuda:0')) | > loss_gen: 2.805233955383301 (2.7801944609364884) | > loss_kl: 1.691250205039978 (1.8203638691105613) | > loss_feat: 8.229620933532715 (8.402655292703038) | > loss_mel: 14.390308380126953 (14.127868888034428) | > loss_duration: 1.7208822965621948 (1.758530721238876) | > amp_scaler: 128.0 (128.29290617848972) | > loss_1: 28.837295532226562 (28.889613179920467) | > grad_norm_1: tensor(926.2869, device='cuda:0') (tensor(806.8835, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8963 (0.851663977385113) | > loader_time: 0.0111 (0.010996629226125891)  --> TIME: 2025-05-08 17:27:36 -- STEP: 487/725 -- GLOBAL_STEP: 62300 | > loss_disc: 2.2694907188415527 (2.205093914233684) | > loss_disc_real_0: 0.20401474833488464 (0.13337768233348685) | > loss_disc_real_1: 0.23529157042503357 (0.19811752557876908) | > loss_disc_real_2: 0.1948065310716629 (0.19469948366926923) | > loss_disc_real_3: 0.20801527798175812 (0.19786372808337943) | > loss_disc_real_4: 0.21928556263446808 (0.19800813829629577) | > loss_disc_real_5: 0.20726314187049866 (0.2011626455512135) | > loss_0: 2.2694907188415527 (2.205093914233684) | > grad_norm_0: tensor(22.3489, device='cuda:0') (tensor(32.5738, device='cuda:0')) | > loss_gen: 2.8283638954162598 (2.78325971293988) | > loss_kl: 1.7553156614303589 (1.8187767247644537) | > loss_feat: 8.187960624694824 (8.421329461084012) | > loss_mel: 13.85939884185791 (14.149743424793533) | > loss_duration: 1.7559316158294678 (1.7591971824790908) | > amp_scaler: 128.0 (128.26283367556465) | > loss_1: 28.38697052001953 (28.932306481582675) | > grad_norm_1: tensor(1320.5027, device='cuda:0') (tensor(804.6494, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8067 (0.8504195139882992) | > loader_time: 0.0096 (0.011008172554157104)  --> TIME: 2025-05-08 17:28:20 -- STEP: 537/725 -- GLOBAL_STEP: 62350 | > loss_disc: 2.1810193061828613 (2.204648795740565) | > loss_disc_real_0: 0.1158994510769844 (0.1328919290441817) | > loss_disc_real_1: 0.19961579144001007 (0.19777627461338398) | > loss_disc_real_2: 0.21503672003746033 (0.19489366568111616) | > loss_disc_real_3: 0.18764100968837738 (0.19813306646307086) | > loss_disc_real_4: 0.17199592292308807 (0.19811484403561394) | > loss_disc_real_5: 0.22457613050937653 (0.20145023973516465) | > loss_0: 2.1810193061828613 (2.204648795740565) | > grad_norm_0: tensor(32.6531, device='cuda:0') (tensor(32.2908, device='cuda:0')) | > loss_gen: 2.7568652629852295 (2.7833182110244783) | > loss_kl: 1.9472112655639648 (1.8195084400017167) | > loss_feat: 8.344478607177734 (8.422512999238029) | > loss_mel: 14.118988990783691 (14.152854818205592) | > loss_duration: 1.7804642915725708 (1.7595338930186837) | > amp_scaler: 128.0 (128.23836126629408) | > loss_1: 28.948007583618164 (28.937728334849552) | > grad_norm_1: tensor(1247.7245, device='cuda:0') (tensor(808.3572, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8364 (0.8500198416647743) | > loader_time: 0.0103 (0.011003825917590259)  --> TIME: 2025-05-08 17:29:02 -- STEP: 587/725 -- GLOBAL_STEP: 62400 | > loss_disc: 2.3131895065307617 (2.2031984558706608) | > loss_disc_real_0: 0.13332273066043854 (0.1322956868214135) | > loss_disc_real_1: 0.23691779375076294 (0.1977356198089899) | > loss_disc_real_2: 0.22103609144687653 (0.19474064448318448) | > loss_disc_real_3: 0.21031560003757477 (0.1981419073306722) | > loss_disc_real_4: 0.2441125512123108 (0.19820038697585546) | > loss_disc_real_5: 0.17886604368686676 (0.2010656101486345) | > loss_0: 2.3131895065307617 (2.2031984558706608) | > grad_norm_0: tensor(17.9661, device='cuda:0') (tensor(32.1910, device='cuda:0')) | > loss_gen: 2.6328277587890625 (2.7869596639727403) | > loss_kl: 1.8843345642089844 (1.819250541001406) | > loss_feat: 7.991150856018066 (8.436454876115013) | > loss_mel: 13.814854621887207 (14.146745374702311) | > loss_duration: 1.7303369045257568 (1.7593561333732675) | > amp_scaler: 128.0 (128.21805792163528) | > loss_1: 28.053504943847656 (28.94876656215479) | > grad_norm_1: tensor(313.6794, device='cuda:0') (tensor(809.2088, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8533 (0.8488778763369768) | > loader_time: 0.0119 (0.01101703375730238)  --> TIME: 2025-05-08 17:29:45 -- STEP: 637/725 -- GLOBAL_STEP: 62450 | > loss_disc: 2.2849526405334473 (2.203296574730328) | > loss_disc_real_0: 0.15925432741641998 (0.1330459315791795) | > loss_disc_real_1: 0.23192135989665985 (0.19767138390002106) | > loss_disc_real_2: 0.17674654722213745 (0.19453228525875876) | > loss_disc_real_3: 0.21810613572597504 (0.19817713312395333) | > loss_disc_real_4: 0.215482696890831 (0.19815232793053428) | > loss_disc_real_5: 0.2301400899887085 (0.201017349022711) | > loss_0: 2.2849526405334473 (2.203296574730328) | > grad_norm_0: tensor(46.0761, device='cuda:0') (tensor(32.4426, device='cuda:0')) | > loss_gen: 2.7544338703155518 (2.7865121982161245) | > loss_kl: 1.802606225013733 (1.819374334681165) | > loss_feat: 7.2431864738464355 (8.434380977456945) | > loss_mel: 11.73515510559082 (14.147452034044491) | > loss_duration: 1.7220983505249023 (1.7590804560405309) | > amp_scaler: 128.0 (128.20094191522747) | > loss_1: 25.25748062133789 (28.946799980415094) | > grad_norm_1: tensor(648.6054, device='cuda:0') (tensor(815.6457, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8471 (0.8482942854403704) | > loader_time: 0.012 (0.011018086078589897)  --> TIME: 2025-05-08 17:30:28 -- STEP: 687/725 -- GLOBAL_STEP: 62500 | > loss_disc: 2.1652846336364746 (2.202799161795793) | > loss_disc_real_0: 0.16528578102588654 (0.133153136087557) | > loss_disc_real_1: 0.17875836789608002 (0.19742473528287985) | > loss_disc_real_2: 0.17423824965953827 (0.19439205004572008) | > loss_disc_real_3: 0.18382528424263 (0.1982345302118832) | > loss_disc_real_4: 0.187911257147789 (0.19805436079245295) | > loss_disc_real_5: 0.17530633509159088 (0.20101166259513664) | > loss_0: 2.1652846336364746 (2.202799161795793) | > grad_norm_0: tensor(42.1271, device='cuda:0') (tensor(32.2749, device='cuda:0')) | > loss_gen: 2.8276445865631104 (2.785740107601558) | > loss_kl: 1.682604432106018 (1.8179278719026102) | > loss_feat: 9.323698997497559 (8.436301974750497) | > loss_mel: 15.54494857788086 (14.155442251735726) | > loss_duration: 1.768183708190918 (1.7590588431865024) | > amp_scaler: 128.0 (128.18631732168845) | > loss_1: 31.147079467773438 (28.9544710467476) | > grad_norm_1: tensor(79.3565, device='cuda:0') (tensor(815.3473, device='cuda:0')) | > current_lr_0: 0.00019945072127379438 | > current_lr_1: 0.00019945072127379438 | > step_time: 0.8416 (0.8479317567233959) | > loader_time: 0.01 (0.011033384734019087)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2779881954193115 (2.2779881954193115) | > loss_disc_real_0: 0.1773819923400879 (0.1773819923400879) | > loss_disc_real_1: 0.2090880423784256 (0.2090880423784256) | > loss_disc_real_2: 0.20758956670761108 (0.20758956670761108) | > loss_disc_real_3: 0.2008773684501648 (0.2008773684501648) | > loss_disc_real_4: 0.1926887482404709 (0.1926887482404709) | > loss_disc_real_5: 0.21106471121311188 (0.21106471121311188) | > loss_0: 2.2779881954193115 (2.2779881954193115) | > loss_gen: 2.6736488342285156 (2.6736488342285156) | > loss_kl: 1.9830814599990845 (1.9830814599990845) | > loss_feat: 8.058609962463379 (8.058609962463379) | > loss_mel: 15.384761810302734 (15.384761810302734) | > loss_duration: 1.6897602081298828 (1.6897602081298828) | > loss_1: 29.78986167907715 (29.78986167907715)  --> STEP: 1 | > loss_disc: 2.1674256324768066 (2.1674256324768066) | > loss_disc_real_0: 0.17442114651203156 (0.17442114651203156) | > loss_disc_real_1: 0.18721389770507812 (0.18721389770507812) | > loss_disc_real_2: 0.20358197391033173 (0.20358197391033173) | > loss_disc_real_3: 0.1778755635023117 (0.1778755635023117) | > loss_disc_real_4: 0.187966451048851 (0.187966451048851) | > loss_disc_real_5: 0.22736318409442902 (0.22736318409442902) | > loss_0: 2.1674256324768066 (2.1674256324768066) | > loss_gen: 2.821359634399414 (2.821359634399414) | > loss_kl: 2.0655040740966797 (2.0655040740966797) | > loss_feat: 9.229410171508789 (9.229410171508789) | > loss_mel: 16.412565231323242 (16.412565231323242) | > loss_duration: 1.792846441268921 (1.792846441268921) | > loss_1: 32.321685791015625 (32.321685791015625)  --> STEP: 2 | > loss_disc: 2.2719779014587402 (2.2197017669677734) | > loss_disc_real_0: 0.18323463201522827 (0.1788278892636299) | > loss_disc_real_1: 0.194608673453331 (0.19091128557920456) | > loss_disc_real_2: 0.20163431763648987 (0.2026081457734108) | > loss_disc_real_3: 0.19140297174453735 (0.18463926762342453) | > loss_disc_real_4: 0.21764928102493286 (0.20280786603689194) | > loss_disc_real_5: 0.22978365421295166 (0.22857341915369034) | > loss_0: 2.2719779014587402 (2.2197017669677734) | > loss_gen: 2.6187996864318848 (2.7200796604156494) | > loss_kl: 1.9175522327423096 (1.9915281534194946) | > loss_feat: 7.793976783752441 (8.511693477630615) | > loss_mel: 14.08034896850586 (15.24645709991455) | > loss_duration: 1.8431283235549927 (1.8179873824119568) | > loss_1: 28.25380516052246 (30.287745475769043)  --> STEP: 3 | > loss_disc: 2.399047374725342 (2.2794836362202964) | > loss_disc_real_0: 0.18438732624053955 (0.1806810349225998) | > loss_disc_real_1: 0.20919200778007507 (0.1970048596461614) | > loss_disc_real_2: 0.19821222126483917 (0.20114283760388693) | > loss_disc_real_3: 0.2150006890296936 (0.19475974142551422) | > loss_disc_real_4: 0.2220018208026886 (0.20920585095882416) | > loss_disc_real_5: 0.22635431587696075 (0.22783371806144714) | > loss_0: 2.399047374725342 (2.2794836362202964) | > loss_gen: 2.4777679443359375 (2.6393090883890786) | > loss_kl: 1.8781756162643433 (1.9537439743677776) | > loss_feat: 6.890061378479004 (7.971149444580078) | > loss_mel: 13.428141593933105 (14.640351931254068) | > loss_duration: 1.8289265632629395 (1.821633776028951) | > loss_1: 26.50307273864746 (29.026187896728516)  --> STEP: 4 | > loss_disc: 2.4824724197387695 (2.3302308320999146) | > loss_disc_real_0: 0.20537510514259338 (0.1868545524775982) | > loss_disc_real_1: 0.19976988434791565 (0.19769611582159996) | > loss_disc_real_2: 0.20322030782699585 (0.20166220515966415) | > loss_disc_real_3: 0.21474918723106384 (0.19975710287690163) | > loss_disc_real_4: 0.21759262681007385 (0.21130254492163658) | > loss_disc_real_5: 0.26424500346183777 (0.2369365394115448) | > loss_0: 2.4824724197387695 (2.3302308320999146) | > loss_gen: 2.439453125 (2.589345097541809) | > loss_kl: 1.719887375831604 (1.8952798247337341) | > loss_feat: 6.384678363800049 (7.574531674385071) | > loss_mel: 13.231008529663086 (14.288016080856323) | > loss_duration: 1.750888705253601 (1.8039475083351135) | > loss_1: 25.525917053222656 (28.15112018585205) --> EVAL PERFORMANCE | > avg_loader_time: 0.28543901443481445 (-0.02224600315093994) | > avg_loss_disc: 2.3302308320999146 (+0.17759478092193604) | > avg_loss_disc_real_0: 0.1868545524775982 (+0.0060883015394210815) | > avg_loss_disc_real_1: 0.19769611582159996 (+0.02660558745265007) | > avg_loss_disc_real_2: 0.20166220515966415 (+0.02972882241010666) | > avg_loss_disc_real_3: 0.19975710287690163 (+0.037104375660419464) | > avg_loss_disc_real_4: 0.21130254492163658 (-0.010022465139627457) | > avg_loss_disc_real_5: 0.2369365394115448 (+0.03322756662964821) | > avg_loss_0: 2.3302308320999146 (+0.17759478092193604) | > avg_loss_gen: 2.589345097541809 (-0.18637847900390625) | > avg_loss_kl: 1.8952798247337341 (-0.045729875564575195) | > avg_loss_feat: 7.574531674385071 (-0.8498791456222534) | > avg_loss_mel: 14.288016080856323 (-0.21976900100708008) | > avg_loss_duration: 1.8039475083351135 (+0.012371540069580078) | > avg_loss_1: 28.15112018585205 (-1.289384365081787)  > EPOCH: 23/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 17:31:07)   --> TIME: 2025-05-08 17:31:20 -- STEP: 12/725 -- GLOBAL_STEP: 62550 | > loss_disc: 2.272848129272461 (2.2613455057144165) | > loss_disc_real_0: 0.16037599742412567 (0.14938034862279892) | > loss_disc_real_1: 0.23287847638130188 (0.20249982923269272) | > loss_disc_real_2: 0.2236388772726059 (0.20274134104450545) | > loss_disc_real_3: 0.2156452089548111 (0.2036484790345033) | > loss_disc_real_4: 0.18197232484817505 (0.19773232812682787) | > loss_disc_real_5: 0.19064104557037354 (0.20344410836696625) | > loss_0: 2.272848129272461 (2.2613455057144165) | > grad_norm_0: tensor(14.6437, device='cuda:0') (tensor(25.7213, device='cuda:0')) | > loss_gen: 2.701474189758301 (2.6873550017674765) | > loss_kl: 1.7731364965438843 (1.849159409602483) | > loss_feat: 8.309333801269531 (8.13016684850057) | > loss_mel: 14.42431926727295 (13.938973824183146) | > loss_duration: 1.8186118602752686 (1.7673460741837819) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.026874542236328 (28.373000780741375) | > grad_norm_1: tensor(970.1352, device='cuda:0') (tensor(854.1137, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8433 (0.8402396639188131) | > loader_time: 0.0093 (0.010120471318562826)  --> TIME: 2025-05-08 17:32:03 -- STEP: 62/725 -- GLOBAL_STEP: 62600 | > loss_disc: 2.31259822845459 (2.2282847627516724) | > loss_disc_real_0: 0.13747692108154297 (0.14313778539578764) | > loss_disc_real_1: 0.19085834920406342 (0.19682419949000882) | > loss_disc_real_2: 0.19329094886779785 (0.20007481281795808) | > loss_disc_real_3: 0.17560963332653046 (0.19991783220921794) | > loss_disc_real_4: 0.16365393996238708 (0.19930140289568132) | > loss_disc_real_5: 0.2390424758195877 (0.19983305421567732) | > loss_0: 2.31259822845459 (2.2282847627516724) | > grad_norm_0: tensor(21.4730, device='cuda:0') (tensor(32.9529, device='cuda:0')) | > loss_gen: 2.473912239074707 (2.764438386886351) | > loss_kl: 1.8447883129119873 (1.8408271151204263) | > loss_feat: 7.475027561187744 (8.332749982034002) | > loss_mel: 13.538066864013672 (14.0486097181997) | > loss_duration: 1.808548092842102 (1.756271066204194) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.140342712402344 (28.742896141544467) | > grad_norm_1: tensor(866.1200, device='cuda:0') (tensor(815.5963, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8491 (0.8534001842621834) | > loader_time: 0.0117 (0.010517689489549207)  --> TIME: 2025-05-08 17:32:47 -- STEP: 112/725 -- GLOBAL_STEP: 62650 | > loss_disc: 2.2201688289642334 (2.2135617541415344) | > loss_disc_real_0: 0.16817282140254974 (0.137754483813686) | > loss_disc_real_1: 0.19749906659126282 (0.19621819430696114) | > loss_disc_real_2: 0.205495223402977 (0.19690871265317714) | > loss_disc_real_3: 0.22117295861244202 (0.1988916023235236) | > loss_disc_real_4: 0.1802210509777069 (0.198152796897505) | > loss_disc_real_5: 0.19180260598659515 (0.2006690547402416) | > loss_0: 2.2201688289642334 (2.2135617541415344) | > grad_norm_0: tensor(30.2506, device='cuda:0') (tensor(32.8373, device='cuda:0')) | > loss_gen: 2.7474021911621094 (2.783268858279501) | > loss_kl: 1.737319827079773 (1.8452059658510345) | > loss_feat: 7.979348659515381 (8.41029253602028) | > loss_mel: 12.948192596435547 (14.052368589809962) | > loss_duration: 1.768812656402588 (1.7626406422683172) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.181074142456055 (28.85377642086574) | > grad_norm_1: tensor(930.5262, device='cuda:0') (tensor(821.9745, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8319 (0.8515525885990688) | > loader_time: 0.0108 (0.010619633964129854)  --> TIME: 2025-05-08 17:33:30 -- STEP: 162/725 -- GLOBAL_STEP: 62700 | > loss_disc: 2.310405731201172 (2.212932958279126) | > loss_disc_real_0: 0.13357079029083252 (0.1373818022555407) | > loss_disc_real_1: 0.18133249878883362 (0.19604999240901733) | > loss_disc_real_2: 0.2222909927368164 (0.19557361921042576) | > loss_disc_real_3: 0.1993972212076187 (0.19914429506034018) | > loss_disc_real_4: 0.2244158834218979 (0.19894888638346284) | > loss_disc_real_5: 0.22917017340660095 (0.20028521451685172) | > loss_0: 2.310405731201172 (2.212932958279126) | > grad_norm_0: tensor(21.0764, device='cuda:0') (tensor(33.1952, device='cuda:0')) | > loss_gen: 2.638882875442505 (2.7829287743862765) | > loss_kl: 1.8982986211776733 (1.847227694811644) | > loss_feat: 6.770246505737305 (8.41750040760747) | > loss_mel: 12.004695892333984 (14.051360189178844) | > loss_duration: 1.7266616821289062 (1.7634505114437622) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.038785934448242 (28.86246740082164) | > grad_norm_1: tensor(780.7971, device='cuda:0') (tensor(822.0217, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8385 (0.8499451493039542) | > loader_time: 0.0107 (0.010658637976940766)  --> TIME: 2025-05-08 17:34:13 -- STEP: 212/725 -- GLOBAL_STEP: 62750 | > loss_disc: 2.1769909858703613 (2.2022087849536005) | > loss_disc_real_0: 0.13734093308448792 (0.13459099799324317) | > loss_disc_real_1: 0.1840684413909912 (0.19613648079476267) | > loss_disc_real_2: 0.2012767195701599 (0.19527098852789632) | > loss_disc_real_3: 0.20417305827140808 (0.19874497622532658) | > loss_disc_real_4: 0.206155925989151 (0.1986627086012993) | > loss_disc_real_5: 0.17871928215026855 (0.19956134196441136) | > loss_0: 2.1769909858703613 (2.2022087849536005) | > grad_norm_0: tensor(23.2230, device='cuda:0') (tensor(32.5374, device='cuda:0')) | > loss_gen: 2.761859178543091 (2.7896336643200996) | > loss_kl: 1.7573271989822388 (1.8318502857999979) | > loss_feat: 8.286083221435547 (8.454776595223628) | > loss_mel: 12.701559066772461 (14.051321484007925) | > loss_duration: 1.7553375959396362 (1.7619994299591712) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.262165069580078 (28.889581284433042) | > grad_norm_1: tensor(591.8531, device='cuda:0') (tensor(853.5798, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8587 (0.850701664978603) | > loader_time: 0.0121 (0.010710299015045164)  --> TIME: 2025-05-08 17:34:56 -- STEP: 262/725 -- GLOBAL_STEP: 62800 | > loss_disc: 1.913676381111145 (2.207959227889546) | > loss_disc_real_0: 0.089957095682621 (0.14581731394047034) | > loss_disc_real_1: 0.21926173567771912 (0.19627016413075324) | > loss_disc_real_2: 0.15399539470672607 (0.19494400713734958) | > loss_disc_real_3: 0.20099493861198425 (0.19819806703856876) | > loss_disc_real_4: 0.1851719319820404 (0.19893347358203117) | > loss_disc_real_5: 0.1306876391172409 (0.19822122421087204) | > loss_0: 1.913676381111145 (2.207959227889546) | > grad_norm_0: tensor(8.4751, device='cuda:0') (tensor(32.0314, device='cuda:0')) | > loss_gen: 3.6359128952026367 (2.8168091009591367) | > loss_kl: 1.9020682573318481 (1.8251319591325657) | > loss_feat: 10.594490051269531 (8.532967865922073) | > loss_mel: 16.08041763305664 (14.100736075685225) | > loss_duration: 1.7273268699645996 (1.7620334538794655) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.940216064453125 (29.03767832544924) | > grad_norm_1: tensor(323.1819, device='cuda:0') (tensor(790.1031, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8916 (0.8500881331567545) | > loader_time: 0.0101 (0.010775599770873556)  --> TIME: 2025-05-08 17:35:40 -- STEP: 312/725 -- GLOBAL_STEP: 62850 | > loss_disc: 2.1467814445495605 (2.21481800614259) | > loss_disc_real_0: 0.07908021658658981 (0.143184185016136) | > loss_disc_real_1: 0.1835889220237732 (0.1972201088300118) | > loss_disc_real_2: 0.1865481734275818 (0.19540801835365781) | > loss_disc_real_3: 0.15965715050697327 (0.19856901452518427) | > loss_disc_real_4: 0.17860350012779236 (0.19936534580894005) | > loss_disc_real_5: 0.18067480623722076 (0.1997712309687184) | > loss_0: 2.1467814445495605 (2.21481800614259) | > grad_norm_0: tensor(30.8258, device='cuda:0') (tensor(29.9240, device='cuda:0')) | > loss_gen: 2.92594575881958 (2.8161373337109876) | > loss_kl: 1.8518122434616089 (1.8181143712538939) | > loss_feat: 9.42165756225586 (8.50174274964211) | > loss_mel: 15.063447952270508 (14.106781491866478) | > loss_duration: 1.7387795448303223 (1.7596848996785968) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.00164222717285 (29.002460736494797) | > grad_norm_1: tensor(1389.0020, device='cuda:0') (tensor(772.7633, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8232 (0.8497022489706675) | > loader_time: 0.0104 (0.01084490540700081)  --> TIME: 2025-05-08 17:36:23 -- STEP: 362/725 -- GLOBAL_STEP: 62900 | > loss_disc: 2.126887798309326 (2.2148261386386583) | > loss_disc_real_0: 0.14767970144748688 (0.14245374664376104) | > loss_disc_real_1: 0.20455271005630493 (0.19724772327183357) | > loss_disc_real_2: 0.2098986953496933 (0.1950189609965567) | > loss_disc_real_3: 0.2135360985994339 (0.19867573065158411) | > loss_disc_real_4: 0.19380629062652588 (0.19934915475423823) | > loss_disc_real_5: 0.24029089510440826 (0.20070142445067016) | > loss_0: 2.126887798309326 (2.2148261386386583) | > grad_norm_0: tensor(50.6039, device='cuda:0') (tensor(31.3859, device='cuda:0')) | > loss_gen: 3.124389886856079 (2.8123646276431855) | > loss_kl: 2.06062388420105 (1.8187459888379218) | > loss_feat: 9.863107681274414 (8.494773422156914) | > loss_mel: 15.812234878540039 (14.110726380216482) | > loss_duration: 1.695678949356079 (1.7582945744635647) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.556034088134766 (28.994904923834195) | > grad_norm_1: tensor(1264.9240, device='cuda:0') (tensor(818.5289, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8427 (0.8513005240846075) | > loader_time: 0.0106 (0.010838122657649416)  --> TIME: 2025-05-08 17:37:07 -- STEP: 412/725 -- GLOBAL_STEP: 62950 | > loss_disc: 2.4164211750030518 (2.213993569022243) | > loss_disc_real_0: 0.18110328912734985 (0.1422731684774015) | > loss_disc_real_1: 0.21863943338394165 (0.19694240004258246) | > loss_disc_real_2: 0.20330533385276794 (0.19513730126098522) | > loss_disc_real_3: 0.2086997777223587 (0.1983599224426214) | > loss_disc_real_4: 0.18689319491386414 (0.19874554127454758) | > loss_disc_real_5: 0.20032934844493866 (0.2007782177692189) | > loss_0: 2.4164211750030518 (2.213993569022243) | > grad_norm_0: tensor(51.7405, device='cuda:0') (tensor(30.7985, device='cuda:0')) | > loss_gen: 2.406052350997925 (2.805314295500228) | > loss_kl: 1.7815823554992676 (1.820528827535296) | > loss_feat: 6.781410217285156 (8.475517448869729) | > loss_mel: 12.35006332397461 (14.095948888260184) | > loss_duration: 1.741707682609558 (1.758332802543362) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.060813903808594 (28.955642195581234) | > grad_norm_1: tensor(195.3277, device='cuda:0') (tensor(817.3159, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8564 (0.8509481832819078) | > loader_time: 0.0102 (0.010841917065740784)  --> TIME: 2025-05-08 17:37:50 -- STEP: 462/725 -- GLOBAL_STEP: 63000 | > loss_disc: 2.257338285446167 (2.216052120382134) | > loss_disc_real_0: 0.11844994872808456 (0.14236977071505352) | > loss_disc_real_1: 0.21068313717842102 (0.19715616274705694) | > loss_disc_real_2: 0.25463056564331055 (0.1953434328431691) | > loss_disc_real_3: 0.1930115818977356 (0.1985517611880323) | > loss_disc_real_4: 0.1706305891275406 (0.19834599205296793) | > loss_disc_real_5: 0.22573375701904297 (0.2011142513226895) | > loss_0: 2.257338285446167 (2.216052120382134) | > grad_norm_0: tensor(32.9126, device='cuda:0') (tensor(30.5663, device='cuda:0')) | > loss_gen: 2.7821567058563232 (2.79973367179111) | > loss_kl: 2.0109851360321045 (1.817993412544201) | > loss_feat: 8.159295082092285 (8.451331069459131) | > loss_mel: 14.033390045166016 (14.073022962132574) | > loss_duration: 1.7804057598114014 (1.7581698595187363) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.766231536865234 (28.900250897263035) | > grad_norm_1: tensor(537.9587, device='cuda:0') (tensor(817.2953, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.7889 (0.8503325630576064) | > loader_time: 0.0099 (0.010871323672207915) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_63000.pth  --> TIME: 2025-05-08 17:38:36 -- STEP: 512/725 -- GLOBAL_STEP: 63050 | > loss_disc: 2.103923797607422 (2.2150464653968793) | > loss_disc_real_0: 0.10777635127305984 (0.14150587723997893) | > loss_disc_real_1: 0.1715783029794693 (0.1970470089872833) | > loss_disc_real_2: 0.19418688118457794 (0.19508312744437717) | > loss_disc_real_3: 0.2043377310037613 (0.1988232596195303) | > loss_disc_real_4: 0.1965728998184204 (0.19836283530457877) | > loss_disc_real_5: 0.18515531718730927 (0.20126000839809421) | > loss_0: 2.103923797607422 (2.2150464653968793) | > grad_norm_0: tensor(21.5299, device='cuda:0') (tensor(30.6571, device='cuda:0')) | > loss_gen: 2.971252202987671 (2.797897457145155) | > loss_kl: 1.895241141319275 (1.8134778682142496) | > loss_feat: 8.735400199890137 (8.441518526524309) | > loss_mel: 13.88965129852295 (14.082614444196224) | > loss_duration: 1.70107102394104 (1.7587608802132306) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.192615509033203 (28.894269097596407) | > grad_norm_1: tensor(441.1622, device='cuda:0') (tensor(814.0023, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 1.3621 (0.8511642375960946) | > loader_time: 0.0104 (0.010922405868768689)  --> TIME: 2025-05-08 17:39:19 -- STEP: 562/725 -- GLOBAL_STEP: 63100 | > loss_disc: 1.9972853660583496 (2.2126992582426364) | > loss_disc_real_0: 0.14507874846458435 (0.14071821120444994) | > loss_disc_real_1: 0.1746826320886612 (0.19680419330919333) | > loss_disc_real_2: 0.17803239822387695 (0.19475368473983745) | > loss_disc_real_3: 0.18248094618320465 (0.19870890889091428) | > loss_disc_real_4: 0.181953564286232 (0.1981931992962267) | > loss_disc_real_5: 0.1913670152425766 (0.20159505820730403) | > loss_0: 1.9972853660583496 (2.2126992582426364) | > grad_norm_0: tensor(73.9431, device='cuda:0') (tensor(30.6324, device='cuda:0')) | > loss_gen: 3.1685988903045654 (2.7970979858547778) | > loss_kl: 1.7997077703475952 (1.813206698758746) | > loss_feat: 10.286821365356445 (8.451396641782173) | > loss_mel: 14.925302505493164 (14.098140772551405) | > loss_duration: 1.7120676040649414 (1.7582847683879401) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.892498016357422 (28.9181267986094) | > grad_norm_1: tensor(936.8357, device='cuda:0') (tensor(828.3246, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.9033 (0.8511434861349465) | > loader_time: 0.0108 (0.010965133476936093)  --> TIME: 2025-05-08 17:40:03 -- STEP: 612/725 -- GLOBAL_STEP: 63150 | > loss_disc: 2.316929817199707 (2.214628804937686) | > loss_disc_real_0: 0.16411104798316956 (0.1408908770243131) | > loss_disc_real_1: 0.22074900567531586 (0.19699952444609473) | > loss_disc_real_2: 0.18338654935359955 (0.195023102186669) | > loss_disc_real_3: 0.16455575823783875 (0.19866368771086346) | > loss_disc_real_4: 0.18097038567066193 (0.19815505037899894) | > loss_disc_real_5: 0.20245616137981415 (0.201758984488502) | > loss_0: 2.316929817199707 (2.214628804937686) | > grad_norm_0: tensor(25.4542, device='cuda:0') (tensor(30.9285, device='cuda:0')) | > loss_gen: 2.6341073513031006 (2.7941074799868026) | > loss_kl: 1.920002818107605 (1.8141458761068727) | > loss_feat: 7.502445697784424 (8.451192871417877) | > loss_mel: 13.128283500671387 (14.09936194014705) | > loss_duration: 1.6774367094039917 (1.7574360777739606) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.862276077270508 (28.916244192061086) | > grad_norm_1: tensor(812.6630, device='cuda:0') (tensor(826.3506, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8174 (0.8521289548842735) | > loader_time: 0.0098 (0.010993450685264236)  --> TIME: 2025-05-08 17:40:46 -- STEP: 662/725 -- GLOBAL_STEP: 63200 | > loss_disc: 2.249122142791748 (2.2133387404626217) | > loss_disc_real_0: 0.19798555970191956 (0.140424503469305) | > loss_disc_real_1: 0.18180450797080994 (0.19696773802495796) | > loss_disc_real_2: 0.20501671731472015 (0.1948874335724782) | > loss_disc_real_3: 0.1989067643880844 (0.19875261518440235) | > loss_disc_real_4: 0.18260705471038818 (0.19794527871190962) | > loss_disc_real_5: 0.1945088803768158 (0.20174898962374893) | > loss_0: 2.249122142791748 (2.2133387404626217) | > grad_norm_0: tensor(42.9637, device='cuda:0') (tensor(31.2899, device='cuda:0')) | > loss_gen: 2.8045849800109863 (2.7943070604721965) | > loss_kl: 1.7836462259292603 (1.8123808123193836) | > loss_feat: 8.196663856506348 (8.454609546056327) | > loss_mel: 13.903558731079102 (14.107902823618172) | > loss_duration: 1.7837612628936768 (1.7575328593167654) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.47221565246582 (28.926733068829222) | > grad_norm_1: tensor(1109.7449, device='cuda:0') (tensor(824.9080, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8712 (0.8517358454332611) | > loader_time: 0.0099 (0.011001535772917133)  --> TIME: 2025-05-08 17:41:30 -- STEP: 712/725 -- GLOBAL_STEP: 63250 | > loss_disc: 2.2435109615325928 (2.2138459643955946) | > loss_disc_real_0: 0.14381545782089233 (0.14025249409625362) | > loss_disc_real_1: 0.19130560755729675 (0.19699959078113013) | > loss_disc_real_2: 0.1897388994693756 (0.19474235767226544) | > loss_disc_real_3: 0.21086370944976807 (0.19877023404736213) | > loss_disc_real_4: 0.198355033993721 (0.1979051802223653) | > loss_disc_real_5: 0.19684235751628876 (0.20213941347607392) | > loss_0: 2.2435109615325928 (2.2138459643955946) | > grad_norm_0: tensor(22.7732, device='cuda:0') (tensor(31.3102, device='cuda:0')) | > loss_gen: 2.6493570804595947 (2.791784482055836) | > loss_kl: 1.8530081510543823 (1.8126040958286669) | > loss_feat: 8.645834922790527 (8.452189497063674) | > loss_mel: 14.948084831237793 (14.116821117615432) | > loss_duration: 1.762251853942871 (1.7572141448768337) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.858535766601562 (28.930613314167843) | > grad_norm_1: tensor(1121.3282, device='cuda:0') (tensor(833.7482, device='cuda:0')) | > current_lr_0: 0.00019942578993363514 | > current_lr_1: 0.00019942578993363514 | > step_time: 0.8347 (0.8522889583968045) | > loader_time: 0.01 (0.010982654402764996)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.224325180053711 (2.224325180053711) | > loss_disc_real_0: 0.16855758428573608 (0.16855758428573608) | > loss_disc_real_1: 0.19578023254871368 (0.19578023254871368) | > loss_disc_real_2: 0.16946779191493988 (0.16946779191493988) | > loss_disc_real_3: 0.2406492978334427 (0.2406492978334427) | > loss_disc_real_4: 0.26941728591918945 (0.26941728591918945) | > loss_disc_real_5: 0.2282085120677948 (0.2282085120677948) | > loss_0: 2.224325180053711 (2.224325180053711) | > loss_gen: 2.8871116638183594 (2.8871116638183594) | > loss_kl: 2.114297389984131 (2.114297389984131) | > loss_feat: 9.015602111816406 (9.015602111816406) | > loss_mel: 15.465337753295898 (15.465337753295898) | > loss_duration: 1.7078951597213745 (1.7078951597213745) | > loss_1: 31.190244674682617 (31.190244674682617)  --> STEP: 1 | > loss_disc: 2.142648935317993 (2.142648935317993) | > loss_disc_real_0: 0.18760958313941956 (0.18760958313941956) | > loss_disc_real_1: 0.20786115527153015 (0.20786115527153015) | > loss_disc_real_2: 0.18150407075881958 (0.18150407075881958) | > loss_disc_real_3: 0.208943709731102 (0.208943709731102) | > loss_disc_real_4: 0.2547893226146698 (0.2547893226146698) | > loss_disc_real_5: 0.24198685586452484 (0.24198685586452484) | > loss_0: 2.142648935317993 (2.142648935317993) | > loss_gen: 3.067406177520752 (3.067406177520752) | > loss_kl: 2.0048317909240723 (2.0048317909240723) | > loss_feat: 9.000059127807617 (9.000059127807617) | > loss_mel: 16.165283203125 (16.165283203125) | > loss_duration: 1.793104887008667 (1.793104887008667) | > loss_1: 32.03068542480469 (32.03068542480469)  --> STEP: 2 | > loss_disc: 2.1452994346618652 (2.143974184989929) | > loss_disc_real_0: 0.17572620511054993 (0.18166789412498474) | > loss_disc_real_1: 0.19650466740131378 (0.20218291133642197) | > loss_disc_real_2: 0.1662667989730835 (0.17388543486595154) | > loss_disc_real_3: 0.1996757984161377 (0.20430975407361984) | > loss_disc_real_4: 0.23906809091567993 (0.24692870676517487) | > loss_disc_real_5: 0.2224411964416504 (0.23221402615308762) | > loss_0: 2.1452994346618652 (2.143974184989929) | > loss_gen: 2.8550171852111816 (2.961211681365967) | > loss_kl: 1.8906776905059814 (1.9477547407150269) | > loss_feat: 9.341526985168457 (9.170793056488037) | > loss_mel: 15.448589324951172 (15.806936264038086) | > loss_duration: 1.832822561264038 (1.8129637241363525) | > loss_1: 31.368633270263672 (31.69965934753418)  --> STEP: 3 | > loss_disc: 2.237577199935913 (2.175175189971924) | > loss_disc_real_0: 0.17968864738941193 (0.18100814521312714) | > loss_disc_real_1: 0.21491821110248566 (0.2064280112584432) | > loss_disc_real_2: 0.17582789063453674 (0.1745329201221466) | > loss_disc_real_3: 0.21725010871887207 (0.20862320562203726) | > loss_disc_real_4: 0.24964231252670288 (0.24783324201901755) | > loss_disc_real_5: 0.19614042341709137 (0.22018949190775552) | > loss_0: 2.237577199935913 (2.175175189971924) | > loss_gen: 2.734501361846924 (2.885641574859619) | > loss_kl: 1.9986331462860107 (1.9647142092386882) | > loss_feat: 7.670691013336182 (8.670759042104086) | > loss_mel: 13.925528526306152 (15.179800351460775) | > loss_duration: 1.8010571002960205 (1.8089948495229085) | > loss_1: 28.13041114807129 (30.509909947713215)  --> STEP: 4 | > loss_disc: 2.3475184440612793 (2.2182610034942627) | > loss_disc_real_0: 0.19359374046325684 (0.18415454402565956) | > loss_disc_real_1: 0.2207220494747162 (0.21000152081251144) | > loss_disc_real_2: 0.16082178056240082 (0.17110513523221016) | > loss_disc_real_3: 0.2301182746887207 (0.21399697288870811) | > loss_disc_real_4: 0.261337012052536 (0.25120918452739716) | > loss_disc_real_5: 0.2744835615158081 (0.23376300930976868) | > loss_0: 2.3475184440612793 (2.2182610034942627) | > loss_gen: 2.696760654449463 (2.83842134475708) | > loss_kl: 1.7368618249893188 (1.9077511131763458) | > loss_feat: 7.108529090881348 (8.2802015542984) | > loss_mel: 15.06285572052002 (15.150564193725586) | > loss_duration: 1.7518253326416016 (1.7947024703025818) | > loss_1: 28.35683250427246 (29.971640586853027) --> EVAL PERFORMANCE | > avg_loader_time: 0.2808513641357422 (-0.004587650299072266) | > avg_loss_disc: 2.2182610034942627 (-0.11196982860565186) | > avg_loss_disc_real_0: 0.18415454402565956 (-0.002700008451938629) | > avg_loss_disc_real_1: 0.21000152081251144 (+0.012305404990911484) | > avg_loss_disc_real_2: 0.17110513523221016 (-0.030557069927453995) | > avg_loss_disc_real_3: 0.21399697288870811 (+0.014239870011806488) | > avg_loss_disc_real_4: 0.25120918452739716 (+0.039906639605760574) | > avg_loss_disc_real_5: 0.23376300930976868 (-0.003173530101776123) | > avg_loss_0: 2.2182610034942627 (-0.11196982860565186) | > avg_loss_gen: 2.83842134475708 (+0.249076247215271) | > avg_loss_kl: 1.9077511131763458 (+0.012471288442611694) | > avg_loss_feat: 8.2802015542984 (+0.7056698799133301) | > avg_loss_mel: 15.150564193725586 (+0.8625481128692627) | > avg_loss_duration: 1.7947024703025818 (-0.009245038032531738) | > avg_loss_1: 29.971640586853027 (+1.8205204010009766)  > EPOCH: 24/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 17:41:47)   --> TIME: 2025-05-08 17:42:21 -- STEP: 37/725 -- GLOBAL_STEP: 63300 | > loss_disc: 2.3089804649353027 (2.2404300425503707) | > loss_disc_real_0: 0.17512892186641693 (0.14590905959139) | > loss_disc_real_1: 0.1830662190914154 (0.19874864937485878) | > loss_disc_real_2: 0.188093900680542 (0.19511074512391477) | > loss_disc_real_3: 0.20098990201950073 (0.19745501755057154) | > loss_disc_real_4: 0.1887911707162857 (0.1960112251139976) | > loss_disc_real_5: 0.20350533723831177 (0.20597022348964536) | > loss_0: 2.3089804649353027 (2.2404300425503707) | > grad_norm_0: tensor(15.0356, device='cuda:0') (tensor(34.0171, device='cuda:0')) | > loss_gen: 2.6202356815338135 (2.751936409924481) | > loss_kl: 1.703474998474121 (1.8322039584855776) | > loss_feat: 7.672823429107666 (8.427340417294891) | > loss_mel: 12.213983535766602 (14.33707046508789) | > loss_duration: 1.7515307664871216 (1.7534786043940365) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.96204948425293 (29.102030058164853) | > grad_norm_1: tensor(986.2477, device='cuda:0') (tensor(716.5543, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8546 (0.8499099499470478) | > loader_time: 0.0099 (0.011006387504371436)  --> TIME: 2025-05-08 17:43:05 -- STEP: 87/725 -- GLOBAL_STEP: 63350 | > loss_disc: 2.29268217086792 (2.2138445925438552) | > loss_disc_real_0: 0.17326198518276215 (0.13685515544366564) | > loss_disc_real_1: 0.22298289835453033 (0.1979421704322442) | > loss_disc_real_2: 0.2111876904964447 (0.195682859968865) | > loss_disc_real_3: 0.22145777940750122 (0.19743524508914728) | > loss_disc_real_4: 0.2377881556749344 (0.19696785543841877) | > loss_disc_real_5: 0.2295399159193039 (0.2038787241125928) | > loss_0: 2.29268217086792 (2.2138445925438552) | > grad_norm_0: tensor(18.3176, device='cuda:0') (tensor(32.3545, device='cuda:0')) | > loss_gen: 2.602398633956909 (2.784095665504193) | > loss_kl: 1.8532899618148804 (1.804467963076186) | > loss_feat: 7.665804386138916 (8.549974879999276) | > loss_mel: 15.215923309326172 (14.374206619701166) | > loss_duration: 1.7121063470840454 (1.7560111010211639) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.049522399902344 (29.26875614297801) | > grad_norm_1: tensor(835.8581, device='cuda:0') (tensor(744.8066, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8467 (0.8540874952557443) | > loader_time: 0.0106 (0.010585055954154881)  --> TIME: 2025-05-08 17:43:49 -- STEP: 137/725 -- GLOBAL_STEP: 63400 | > loss_disc: 2.316901683807373 (2.223271865914338) | > loss_disc_real_0: 0.13344287872314453 (0.13961830884762053) | > loss_disc_real_1: 0.2036757618188858 (0.19801651800635958) | > loss_disc_real_2: 0.19261527061462402 (0.195718888710015) | > loss_disc_real_3: 0.1861475110054016 (0.1973249629466203) | > loss_disc_real_4: 0.19496627151966095 (0.19692203217614307) | > loss_disc_real_5: 0.1830717772245407 (0.20481493106506163) | > loss_0: 2.316901683807373 (2.223271865914338) | > grad_norm_0: tensor(23.8190, device='cuda:0') (tensor(33.2358, device='cuda:0')) | > loss_gen: 2.5143074989318848 (2.7590065350497732) | > loss_kl: 1.6621907949447632 (1.7993802885069465) | > loss_feat: 7.543329238891602 (8.443639887510432) | > loss_mel: 12.235030174255371 (14.293433732359949) | > loss_duration: 1.7537219524383545 (1.7565283496884534) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.70857810974121 (29.0519887687516) | > grad_norm_1: tensor(808.3896, device='cuda:0') (tensor(853.6636, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8131 (0.8570334145622531) | > loader_time: 0.0111 (0.010639416910436033)  --> TIME: 2025-05-08 17:44:32 -- STEP: 187/725 -- GLOBAL_STEP: 63450 | > loss_disc: 2.408933401107788 (2.2174290514247286) | > loss_disc_real_0: 0.09597673267126083 (0.1376887134171744) | > loss_disc_real_1: 0.21159182488918304 (0.19786691458467492) | > loss_disc_real_2: 0.2104082703590393 (0.1955217637799003) | > loss_disc_real_3: 0.21251583099365234 (0.1975600183169472) | > loss_disc_real_4: 0.19013409316539764 (0.1967199180215438) | > loss_disc_real_5: 0.17699147760868073 (0.20431336238581865) | > loss_0: 2.408933401107788 (2.2174290514247286) | > grad_norm_0: tensor(51.0441, device='cuda:0') (tensor(32.7023, device='cuda:0')) | > loss_gen: 2.5950310230255127 (2.7678382383948343) | > loss_kl: 1.8198024034500122 (1.8083101217759485) | > loss_feat: 7.6883978843688965 (8.453151781928737) | > loss_mel: 13.56196403503418 (14.213676304740702) | > loss_duration: 1.7731211185455322 (1.756241210641708) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.438316345214844 (28.99921765046961) | > grad_norm_1: tensor(982.6890, device='cuda:0') (tensor(839.1336, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8619 (0.8541610419431472) | > loader_time: 0.0106 (0.010710633374790453)  --> TIME: 2025-05-08 17:45:15 -- STEP: 237/725 -- GLOBAL_STEP: 63500 | > loss_disc: 2.1634132862091064 (2.225584535659112) | > loss_disc_real_0: 0.14401473104953766 (0.13967785512721997) | > loss_disc_real_1: 0.18780507147312164 (0.1982403036034057) | > loss_disc_real_2: 0.21834900975227356 (0.1958514735542772) | > loss_disc_real_3: 0.20549464225769043 (0.1988340948830174) | > loss_disc_real_4: 0.19997172057628632 (0.19722051252041184) | > loss_disc_real_5: 0.18920087814331055 (0.20506847121670277) | > loss_0: 2.1634132862091064 (2.225584535659112) | > grad_norm_0: tensor(6.0582, device='cuda:0') (tensor(32.0810, device='cuda:0')) | > loss_gen: 2.829084634780884 (2.7609872767693884) | > loss_kl: 1.9813928604125977 (1.811635560627225) | > loss_feat: 8.969423294067383 (8.415910463292894) | > loss_mel: 15.884567260742188 (14.21217753011969) | > loss_duration: 1.743951678276062 (1.7544651700474543) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.40842056274414 (28.955175995323728) | > grad_norm_1: tensor(85.7364, device='cuda:0') (tensor(783.2941, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8242 (0.8541482832864367) | > loader_time: 0.011 (0.010726345239309315)  --> TIME: 2025-05-08 17:45:58 -- STEP: 287/725 -- GLOBAL_STEP: 63550 | > loss_disc: 2.086634874343872 (2.228577409887146) | > loss_disc_real_0: 0.08619359135627747 (0.14007410261689168) | > loss_disc_real_1: 0.2146567851305008 (0.19899832838919101) | > loss_disc_real_2: 0.17806443572044373 (0.19569616523353897) | > loss_disc_real_3: 0.1802237182855606 (0.19900761160493313) | > loss_disc_real_4: 0.1835017204284668 (0.1976610223798386) | > loss_disc_real_5: 0.181771382689476 (0.20517869176868778) | > loss_0: 2.086634874343872 (2.228577409887146) | > grad_norm_0: tensor(7.7444, device='cuda:0') (tensor(31.3037, device='cuda:0')) | > loss_gen: 2.837803363800049 (2.7500329316700802) | > loss_kl: 1.6644830703735352 (1.8134965352480419) | > loss_feat: 8.659812927246094 (8.366124606714017) | > loss_mel: 14.341541290283203 (14.15498753125659) | > loss_duration: 1.7749038934707642 (1.7537865061377815) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.27854347229004 (28.83842809856561) | > grad_norm_1: tensor(612.4335, device='cuda:0') (tensor(795.8528, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8194 (0.8524777872637174) | > loader_time: 0.0108 (0.010787847565441594)  --> TIME: 2025-05-08 17:46:42 -- STEP: 337/725 -- GLOBAL_STEP: 63600 | > loss_disc: 2.233464002609253 (2.2238010061954534) | > loss_disc_real_0: 0.12598839402198792 (0.13886511431957216) | > loss_disc_real_1: 0.194998636841774 (0.19847333740763565) | > loss_disc_real_2: 0.1971602588891983 (0.1956958973266251) | > loss_disc_real_3: 0.1942017674446106 (0.19900655980810572) | > loss_disc_real_4: 0.17550040781497955 (0.1974667989889309) | > loss_disc_real_5: 0.25610193610191345 (0.204304206773683) | > loss_0: 2.233464002609253 (2.2238010061954534) | > grad_norm_0: tensor(22.9706, device='cuda:0') (tensor(31.4017, device='cuda:0')) | > loss_gen: 2.5787768363952637 (2.7600184576447715) | > loss_kl: 1.8141344785690308 (1.8091997732394527) | > loss_feat: 8.048558235168457 (8.382546372512683) | > loss_mel: 13.418933868408203 (14.148046918014387) | > loss_duration: 1.7331571578979492 (1.7510177243710983) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.593563079833984 (28.85082925179592) | > grad_norm_1: tensor(1095.6406, device='cuda:0') (tensor(800.7404, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8867 (0.853233974835993) | > loader_time: 0.0103 (0.010777796765109546)  --> TIME: 2025-05-08 17:47:25 -- STEP: 387/725 -- GLOBAL_STEP: 63650 | > loss_disc: 2.338313341140747 (2.2216477809950352) | > loss_disc_real_0: 0.16285231709480286 (0.13844772436937608) | > loss_disc_real_1: 0.20276229083538055 (0.19829201771461377) | > loss_disc_real_2: 0.22478947043418884 (0.19564815015755888) | > loss_disc_real_3: 0.23568858206272125 (0.19898926202949016) | > loss_disc_real_4: 0.1829557716846466 (0.19723188757742408) | > loss_disc_real_5: 0.21109464764595032 (0.20394474887878708) | > loss_0: 2.338313341140747 (2.2216477809950352) | > grad_norm_0: tensor(26.5503, device='cuda:0') (tensor(31.8265, device='cuda:0')) | > loss_gen: 2.488175868988037 (2.7650077244416074) | > loss_kl: 1.7831522226333618 (1.8096384342942744) | > loss_feat: 6.601677894592285 (8.372830437751395) | > loss_mel: 11.822312355041504 (14.134949225787967) | > loss_duration: 1.8230030536651611 (1.7502673907489434) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.518321990966797 (28.832693218260772) | > grad_norm_1: tensor(1119.9951, device='cuda:0') (tensor(796.1790, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8616 (0.8530970149570041) | > loader_time: 0.0107 (0.01085570493101765)  --> TIME: 2025-05-08 17:48:08 -- STEP: 437/725 -- GLOBAL_STEP: 63700 | > loss_disc: 2.220332145690918 (2.2190807643144006) | > loss_disc_real_0: 0.18203973770141602 (0.13754280222669332) | > loss_disc_real_1: 0.1911756992340088 (0.19792735061738256) | > loss_disc_real_2: 0.1996747851371765 (0.19507554555375736) | > loss_disc_real_3: 0.18955549597740173 (0.19910568097772535) | > loss_disc_real_4: 0.19434988498687744 (0.19705120898629763) | > loss_disc_real_5: 0.21533028781414032 (0.2037780473447774) | > loss_0: 2.220332145690918 (2.2190807643144006) | > grad_norm_0: tensor(52.9568, device='cuda:0') (tensor(31.7604, device='cuda:0')) | > loss_gen: 2.8205175399780273 (2.769264142627847) | > loss_kl: 1.828157663345337 (1.8107315514671447) | > loss_feat: 7.594864368438721 (8.400729925736135) | > loss_mel: 13.182741165161133 (14.148828207491736) | > loss_duration: 1.7054808139801025 (1.7501082267586647) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.13176155090332 (28.879662088180297) | > grad_norm_1: tensor(896.8142, device='cuda:0') (tensor(821.4946, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8776 (0.8522341425958978) | > loader_time: 0.0127 (0.010849783567869411)  --> TIME: 2025-05-08 17:48:53 -- STEP: 487/725 -- GLOBAL_STEP: 63750 | > loss_disc: 2.367506980895996 (2.215676430314473) | > loss_disc_real_0: 0.18282419443130493 (0.13691307999790314) | > loss_disc_real_1: 0.21748697757720947 (0.1977908251772671) | > loss_disc_real_2: 0.18990261852741241 (0.19491283430333503) | > loss_disc_real_3: 0.22041012346744537 (0.19875042042570684) | > loss_disc_real_4: 0.21325044333934784 (0.197072187886101) | > loss_disc_real_5: 0.19312375783920288 (0.20356444931862538) | > loss_0: 2.367506980895996 (2.215676430314473) | > grad_norm_0: tensor(25.2164, device='cuda:0') (tensor(32.2017, device='cuda:0')) | > loss_gen: 2.4106693267822266 (2.773326873289731) | > loss_kl: 1.805611252784729 (1.8125943040945691) | > loss_feat: 6.472110748291016 (8.412641044514869) | > loss_mel: 10.856496810913086 (14.14907390429988) | > loss_duration: 1.7571697235107422 (1.750908409545554) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.302059173583984 (28.898544558264636) | > grad_norm_1: tensor(506.8077, device='cuda:0') (tensor(821.8064, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8386 (0.8540929220540323) | > loader_time: 0.0114 (0.010881235956900902)  --> TIME: 2025-05-08 17:49:36 -- STEP: 537/725 -- GLOBAL_STEP: 63800 | > loss_disc: 2.23786997795105 (2.216376446922842) | > loss_disc_real_0: 0.16841313242912292 (0.13754158896468638) | > loss_disc_real_1: 0.2337719202041626 (0.1977947616266361) | > loss_disc_real_2: 0.1914786398410797 (0.19461366389938797) | > loss_disc_real_3: 0.18920128047466278 (0.1987528608109476) | > loss_disc_real_4: 0.202421173453331 (0.19720031379321434) | > loss_disc_real_5: 0.18427802622318268 (0.20330497816732257) | > loss_0: 2.23786997795105 (2.216376446922842) | > grad_norm_0: tensor(25.2210, device='cuda:0') (tensor(32.4337, device='cuda:0')) | > loss_gen: 2.7175631523132324 (2.7704619007181637) | > loss_kl: 1.5259215831756592 (1.8139770681409642) | > loss_feat: 8.132356643676758 (8.399219821063278) | > loss_mel: 13.75224494934082 (14.123240916644615) | > loss_duration: 1.7722238302230835 (1.751277303340493) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.900310516357422 (28.858177003913756) | > grad_norm_1: tensor(533.4976, device='cuda:0') (tensor(821.2626, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8426 (0.8533886810920758) | > loader_time: 0.0093 (0.010889396543165378)  --> TIME: 2025-05-08 17:50:19 -- STEP: 587/725 -- GLOBAL_STEP: 63850 | > loss_disc: 2.124701738357544 (2.2162723368639825) | > loss_disc_real_0: 0.16321955621242523 (0.13774400656912755) | > loss_disc_real_1: 0.1950553059577942 (0.19775030996771037) | > loss_disc_real_2: 0.1882733851671219 (0.1946553110416338) | > loss_disc_real_3: 0.21143177151679993 (0.1987591856484519) | > loss_disc_real_4: 0.22577916085720062 (0.19722365518140217) | > loss_disc_real_5: 0.17909321188926697 (0.20332431298199874) | > loss_0: 2.124701738357544 (2.2162723368639825) | > grad_norm_0: tensor(44.3589, device='cuda:0') (tensor(32.4294, device='cuda:0')) | > loss_gen: 3.075925350189209 (2.7702925928203577) | > loss_kl: 1.7297834157943726 (1.815646290982196) | > loss_feat: 9.686553001403809 (8.39459980407403) | > loss_mel: 15.441230773925781 (14.095919617193115) | > loss_duration: 1.7134466171264648 (1.7512514306901878) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.64693832397461 (28.827709734135233) | > grad_norm_1: tensor(658.6136, device='cuda:0') (tensor(828.0609, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8517 (0.8524700884518465) | > loader_time: 0.0123 (0.010910669421012395)  --> TIME: 2025-05-08 17:51:02 -- STEP: 637/725 -- GLOBAL_STEP: 63900 | > loss_disc: 2.2503395080566406 (2.2152309576795077) | > loss_disc_real_0: 0.10055556893348694 (0.13734578144162) | > loss_disc_real_1: 0.20975738763809204 (0.19764166494927934) | > loss_disc_real_2: 0.22926335036754608 (0.19462287325406188) | > loss_disc_real_3: 0.20127883553504944 (0.1986892185929806) | > loss_disc_real_4: 0.189375638961792 (0.1973755263505588) | > loss_disc_real_5: 0.20277893543243408 (0.2033056962995365) | > loss_0: 2.2503395080566406 (2.2152309576795077) | > grad_norm_0: tensor(26.3235, device='cuda:0') (tensor(32.4233, device='cuda:0')) | > loss_gen: 2.700528860092163 (2.769545383318627) | > loss_kl: 1.726349949836731 (1.814255366332864) | > loss_feat: 6.871567249298096 (8.391572274068835) | > loss_mel: 11.701092720031738 (14.099840861848984) | > loss_duration: 1.7335296869277954 (1.7512305819632688) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.733070373535156 (28.826444455181228) | > grad_norm_1: tensor(954.7957, device='cuda:0') (tensor(835.9565, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8278 (0.8519508131257774) | > loader_time: 0.0114 (0.010922720518366692)  --> TIME: 2025-05-08 17:51:45 -- STEP: 687/725 -- GLOBAL_STEP: 63950 | > loss_disc: 2.2162184715270996 (2.2151441216642325) | > loss_disc_real_0: 0.11935701966285706 (0.13744018230657729) | > loss_disc_real_1: 0.2158544659614563 (0.19771598494209047) | > loss_disc_real_2: 0.1851869821548462 (0.19468566380560484) | > loss_disc_real_3: 0.20068712532520294 (0.19871573974385184) | > loss_disc_real_4: 0.2018224596977234 (0.1975443376203811) | > loss_disc_real_5: 0.22593121230602264 (0.20296326878289472) | > loss_0: 2.2162184715270996 (2.2151441216642325) | > grad_norm_0: tensor(30.6663, device='cuda:0') (tensor(32.6869, device='cuda:0')) | > loss_gen: 2.988025426864624 (2.774421053682352) | > loss_kl: 1.903529167175293 (1.8117513375511336) | > loss_feat: 9.43248176574707 (8.40816261397005) | > loss_mel: 15.132485389709473 (14.108500234945373) | > loss_duration: 1.7608144283294678 (1.751428764806912) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.217336654663086 (28.85426398309211) | > grad_norm_1: tensor(1102.8860, device='cuda:0') (tensor(829.0157, device='cuda:0')) | > current_lr_0: 0.00019940086170989343 | > current_lr_1: 0.00019940086170989343 | > step_time: 0.8688 (0.851499072675968) | > loader_time: 0.0101 (0.010912085204145263)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3668081760406494 (2.3668081760406494) | > loss_disc_real_0: 0.1430143564939499 (0.1430143564939499) | > loss_disc_real_1: 0.24664545059204102 (0.24664545059204102) | > loss_disc_real_2: 0.19588318467140198 (0.19588318467140198) | > loss_disc_real_3: 0.2585945725440979 (0.2585945725440979) | > loss_disc_real_4: 0.32857373356819153 (0.32857373356819153) | > loss_disc_real_5: 0.21488875150680542 (0.21488875150680542) | > loss_0: 2.3668081760406494 (2.3668081760406494) | > loss_gen: 2.8051319122314453 (2.8051319122314453) | > loss_kl: 2.045365571975708 (2.045365571975708) | > loss_feat: 8.189805030822754 (8.189805030822754) | > loss_mel: 14.655180931091309 (14.655180931091309) | > loss_duration: 1.7089242935180664 (1.7089242935180664) | > loss_1: 29.404407501220703 (29.404407501220703)  --> STEP: 1 | > loss_disc: 2.1833696365356445 (2.1833696365356445) | > loss_disc_real_0: 0.11054087430238724 (0.11054087430238724) | > loss_disc_real_1: 0.2390076220035553 (0.2390076220035553) | > loss_disc_real_2: 0.18980231881141663 (0.18980231881141663) | > loss_disc_real_3: 0.24635343253612518 (0.24635343253612518) | > loss_disc_real_4: 0.2880352735519409 (0.2880352735519409) | > loss_disc_real_5: 0.2407020628452301 (0.2407020628452301) | > loss_0: 2.1833696365356445 (2.1833696365356445) | > loss_gen: 3.0916378498077393 (3.0916378498077393) | > loss_kl: 1.8685157299041748 (1.8685157299041748) | > loss_feat: 9.688427925109863 (9.688427925109863) | > loss_mel: 16.69683074951172 (16.69683074951172) | > loss_duration: 1.7696157693862915 (1.7696157693862915) | > loss_1: 33.115028381347656 (33.115028381347656)  --> STEP: 2 | > loss_disc: 2.2305667400360107 (2.2069681882858276) | > loss_disc_real_0: 0.10898707807064056 (0.1097639761865139) | > loss_disc_real_1: 0.23887285590171814 (0.23894023895263672) | > loss_disc_real_2: 0.1809338927268982 (0.1853681057691574) | > loss_disc_real_3: 0.24302268028259277 (0.24468805640935898) | > loss_disc_real_4: 0.28284627199172974 (0.2854407727718353) | > loss_disc_real_5: 0.2473905086517334 (0.24404628574848175) | > loss_0: 2.2305667400360107 (2.2069681882858276) | > loss_gen: 2.947282552719116 (3.0194602012634277) | > loss_kl: 1.7487328052520752 (1.808624267578125) | > loss_feat: 9.130025863647461 (9.409226894378662) | > loss_mel: 16.680984497070312 (16.688907623291016) | > loss_duration: 1.8124010562896729 (1.7910084128379822) | > loss_1: 32.319427490234375 (32.717227935791016)  --> STEP: 3 | > loss_disc: 2.279874563217163 (2.2312703132629395) | > loss_disc_real_0: 0.13284194469451904 (0.11745663235584895) | > loss_disc_real_1: 0.245692178606987 (0.24119088550408682) | > loss_disc_real_2: 0.1925075501203537 (0.1877479205528895) | > loss_disc_real_3: 0.2369566559791565 (0.24211092293262482) | > loss_disc_real_4: 0.28431546688079834 (0.2850656708081563) | > loss_disc_real_5: 0.21653233468532562 (0.23487496872742972) | > loss_0: 2.279874563217163 (2.2312703132629395) | > loss_gen: 2.806797504425049 (2.9485726356506348) | > loss_kl: 2.034884214401245 (1.8840442498524983) | > loss_feat: 7.926666736602783 (8.915040175120035) | > loss_mel: 14.609865188598633 (15.995893478393555) | > loss_duration: 1.7968189716339111 (1.7929452657699585) | > loss_1: 29.175031661987305 (31.536495844523113)  --> STEP: 4 | > loss_disc: 2.3855321407318115 (2.2698357701301575) | > loss_disc_real_0: 0.1373274326324463 (0.12242433242499828) | > loss_disc_real_1: 0.26326805353164673 (0.2467101775109768) | > loss_disc_real_2: 0.19029374420642853 (0.18838437646627426) | > loss_disc_real_3: 0.24164897203445435 (0.2419954352080822) | > loss_disc_real_4: 0.3031444847583771 (0.2895853742957115) | > loss_disc_real_5: 0.21314485371112823 (0.22944243997335434) | > loss_0: 2.3855321407318115 (2.2698357701301575) | > loss_gen: 2.690209150314331 (2.883981764316559) | > loss_kl: 1.9727108478546143 (1.9062108993530273) | > loss_feat: 6.788248538970947 (8.383342266082764) | > loss_mel: 13.401703834533691 (15.347346067428589) | > loss_duration: 1.7474894523620605 (1.781581312417984) | > loss_1: 26.600360870361328 (30.302462100982666) --> EVAL PERFORMANCE | > avg_loader_time: 0.3141782283782959 (+0.03332686424255371) | > avg_loss_disc: 2.2698357701301575 (+0.051574766635894775) | > avg_loss_disc_real_0: 0.12242433242499828 (-0.06173021160066128) | > avg_loss_disc_real_1: 0.2467101775109768 (+0.03670865669846535) | > avg_loss_disc_real_2: 0.18838437646627426 (+0.017279241234064102) | > avg_loss_disc_real_3: 0.2419954352080822 (+0.027998462319374084) | > avg_loss_disc_real_4: 0.2895853742957115 (+0.03837618976831436) | > avg_loss_disc_real_5: 0.22944243997335434 (-0.004320569336414337) | > avg_loss_0: 2.2698357701301575 (+0.051574766635894775) | > avg_loss_gen: 2.883981764316559 (+0.04556041955947876) | > avg_loss_kl: 1.9062108993530273 (-0.0015402138233184814) | > avg_loss_feat: 8.383342266082764 (+0.10314071178436279) | > avg_loss_mel: 15.347346067428589 (+0.19678187370300293) | > avg_loss_duration: 1.781581312417984 (-0.013121157884597778) | > avg_loss_1: 30.302462100982666 (+0.33082151412963867)  > EPOCH: 25/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 17:52:25)   --> TIME: 2025-05-08 17:52:37 -- STEP: 12/725 -- GLOBAL_STEP: 64000 | > loss_disc: 2.017000436782837 (2.2276101112365723) | > loss_disc_real_0: 0.10369569063186646 (0.1434882531563441) | > loss_disc_real_1: 0.2088927924633026 (0.2128954827785492) | > loss_disc_real_2: 0.216273233294487 (0.20011605198184648) | > loss_disc_real_3: 0.18774469196796417 (0.19355408350626627) | > loss_disc_real_4: 0.1454928070306778 (0.19829159726699194) | > loss_disc_real_5: 0.16353459656238556 (0.1937434934079647) | > loss_0: 2.017000436782837 (2.2276101112365723) | > grad_norm_0: tensor(24.3024, device='cuda:0') (tensor(29.1813, device='cuda:0')) | > loss_gen: 2.9628779888153076 (2.7325475613276162) | > loss_kl: 1.7884607315063477 (1.8526331782341003) | > loss_feat: 10.165489196777344 (8.559478759765623) | > loss_mel: 15.635823249816895 (14.566686868667603) | > loss_duration: 1.7738419771194458 (1.756258447964986) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.32649230957031 (29.467604637145996) | > grad_norm_1: tensor(1198.5829, device='cuda:0') (tensor(1029.0098, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8538 (0.8354116082191467) | > loader_time: 0.0109 (0.010604063669840494) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_64000.pth  --> TIME: 2025-05-08 17:53:23 -- STEP: 62/725 -- GLOBAL_STEP: 64050 | > loss_disc: 2.320084571838379 (2.209888817802552) | > loss_disc_real_0: 0.08686791360378265 (0.1379467045828219) | > loss_disc_real_1: 0.21365411579608917 (0.19999147975637066) | > loss_disc_real_2: 0.19437985122203827 (0.19378611709802382) | > loss_disc_real_3: 0.20541179180145264 (0.19868041094272368) | > loss_disc_real_4: 0.22393028438091278 (0.19864275907316514) | > loss_disc_real_5: 0.18727324903011322 (0.2017077897344866) | > loss_0: 2.320084571838379 (2.209888817802552) | > grad_norm_0: tensor(34.9430, device='cuda:0') (tensor(32.5503, device='cuda:0')) | > loss_gen: 2.566256284713745 (2.762548542791797) | > loss_kl: 1.7438019514083862 (1.8061329780086395) | > loss_feat: 7.290876865386963 (8.513428726503923) | > loss_mel: 14.109574317932129 (14.324275139839418) | > loss_duration: 1.792741298675537 (1.7507847816713396) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.503250122070312 (29.157170264951645) | > grad_norm_1: tensor(884.1976, device='cuda:0') (tensor(926.6667, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8356 (0.8543868218698809) | > loader_time: 0.0102 (0.011463611356673701)  --> TIME: 2025-05-08 17:54:07 -- STEP: 112/725 -- GLOBAL_STEP: 64100 | > loss_disc: 1.904048204421997 (2.204360424407891) | > loss_disc_real_0: 0.07227669656276703 (0.13608030349548372) | > loss_disc_real_1: 0.17076419293880463 (0.19831411833209653) | > loss_disc_real_2: 0.17680659890174866 (0.19288241370980228) | > loss_disc_real_3: 0.17880094051361084 (0.1987568291702441) | > loss_disc_real_4: 0.15363559126853943 (0.19752550683915615) | > loss_disc_real_5: 0.1531359702348709 (0.2014460772542017) | > loss_0: 1.904048204421997 (2.204360424407891) | > grad_norm_0: tensor(13.5043, device='cuda:0') (tensor(34.2443, device='cuda:0')) | > loss_gen: 3.067098379135132 (2.7856673832450594) | > loss_kl: 1.6304900646209717 (1.8043859494583947) | > loss_feat: 10.845172882080078 (8.4873336809022) | > loss_mel: 16.735748291015625 (14.212890991142817) | > loss_duration: 1.7935703992843628 (1.75496906042099) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.072078704833984 (29.0452470268522) | > grad_norm_1: tensor(571.6736, device='cuda:0') (tensor(831.5398, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8339 (0.854467089687075) | > loader_time: 0.0122 (0.011476012212889538)  --> TIME: 2025-05-08 17:54:50 -- STEP: 162/725 -- GLOBAL_STEP: 64150 | > loss_disc: 2.2360663414001465 (2.1973401094660345) | > loss_disc_real_0: 0.10468843579292297 (0.13325136256070783) | > loss_disc_real_1: 0.19456113874912262 (0.1968984164205599) | > loss_disc_real_2: 0.19989728927612305 (0.1931677810203882) | > loss_disc_real_3: 0.20212410390377045 (0.19862588559403832) | > loss_disc_real_4: 0.1923505663871765 (0.1976688140888273) | > loss_disc_real_5: 0.19408206641674042 (0.20133899759363244) | > loss_0: 2.2360663414001465 (2.1973401094660345) | > grad_norm_0: tensor(19.4331, device='cuda:0') (tensor(33.9607, device='cuda:0')) | > loss_gen: 2.495561361312866 (2.795277711785869) | > loss_kl: 1.9051461219787598 (1.8000081497945903) | > loss_feat: 8.697521209716797 (8.532305988264667) | > loss_mel: 14.943780899047852 (14.232368575202095) | > loss_duration: 1.717481255531311 (1.7549298869238958) | > amp_scaler: 256.0 (137.4814814814815) | > loss_1: 29.759490966796875 (29.114890334046912) | > grad_norm_1: tensor(940.8107, device='cuda:0') (tensor(820.9705, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8368 (0.8528544888084317) | > loader_time: 0.0114 (0.011487517827822842)  --> TIME: 2025-05-08 17:55:34 -- STEP: 212/725 -- GLOBAL_STEP: 64200 | > loss_disc: 2.172516345977783 (2.1978658791982886) | > loss_disc_real_0: 0.10353124141693115 (0.1322104811738684) | > loss_disc_real_1: 0.20966264605522156 (0.19691915704675447) | > loss_disc_real_2: 0.1803562045097351 (0.19283427558136437) | > loss_disc_real_3: 0.21665261685848236 (0.1987751157216306) | > loss_disc_real_4: 0.24150337278842926 (0.1977847472957845) | > loss_disc_real_5: 0.1874677836894989 (0.20098137729010493) | > loss_0: 2.172516345977783 (2.1978658791982886) | > grad_norm_0: tensor(8.6965, device='cuda:0') (tensor(32.4224, device='cuda:0')) | > loss_gen: 2.7788753509521484 (2.7852790468143955) | > loss_kl: 1.6486690044403076 (1.798332024857683) | > loss_feat: 8.091757774353027 (8.466661241819267) | > loss_mel: 12.884429931640625 (14.166847094049993) | > loss_duration: 1.7434663772583008 (1.7535024864493676) | > amp_scaler: 128.0 (135.84905660377353) | > loss_1: 27.147197723388672 (28.970621909735332) | > grad_norm_1: tensor(432.6346, device='cuda:0') (tensor(815.0808, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8754 (0.8560476719208483) | > loader_time: 0.0123 (0.011463914277418604)  --> TIME: 2025-05-08 17:56:18 -- STEP: 262/725 -- GLOBAL_STEP: 64250 | > loss_disc: 2.2318975925445557 (2.1967038612329306) | > loss_disc_real_0: 0.15443992614746094 (0.13153678557003723) | > loss_disc_real_1: 0.21817216277122498 (0.19662901599898602) | > loss_disc_real_2: 0.1842808872461319 (0.19286429864987162) | > loss_disc_real_3: 0.20746757090091705 (0.1986559184680458) | > loss_disc_real_4: 0.19069264829158783 (0.1979672432742046) | > loss_disc_real_5: 0.21484601497650146 (0.20114096447484184) | > loss_0: 2.2318975925445557 (2.1967038612329306) | > grad_norm_0: tensor(41.4173, device='cuda:0') (tensor(32.2828, device='cuda:0')) | > loss_gen: 2.6853718757629395 (2.7892321402789975) | > loss_kl: 1.7869274616241455 (1.800493479685019) | > loss_feat: 7.444046974182129 (8.477070903050077) | > loss_mel: 12.686416625976562 (14.16182960990731) | > loss_duration: 1.7235873937606812 (1.7529330813247739) | > amp_scaler: 128.0 (134.3511450381678) | > loss_1: 26.32634925842285 (28.981559214701175) | > grad_norm_1: tensor(1020.2350, device='cuda:0') (tensor(823.0449, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.9227 (0.8570337777829352) | > loader_time: 0.0122 (0.01148745758842876)  --> TIME: 2025-05-08 17:57:02 -- STEP: 312/725 -- GLOBAL_STEP: 64300 | > loss_disc: 2.2592735290527344 (2.197235946853954) | > loss_disc_real_0: 0.11939621716737747 (0.13157315205973685) | > loss_disc_real_1: 0.2059694528579712 (0.19665090988079706) | > loss_disc_real_2: 0.2036369889974594 (0.19307653916378822) | > loss_disc_real_3: 0.2384375035762787 (0.19843692504442653) | > loss_disc_real_4: 0.20133934915065765 (0.19764453029403314) | > loss_disc_real_5: 0.17514805495738983 (0.20132302000927613) | > loss_0: 2.2592735290527344 (2.197235946853954) | > grad_norm_0: tensor(55.6671, device='cuda:0') (tensor(32.7497, device='cuda:0')) | > loss_gen: 2.8350424766540527 (2.789994436960954) | > loss_kl: 1.6879874467849731 (1.803607831016565) | > loss_feat: 7.874819755554199 (8.463978946208952) | > loss_mel: 12.799710273742676 (14.140879123638838) | > loss_duration: 1.7298814058303833 (1.7523218890031171) | > amp_scaler: 128.0 (133.3333333333332) | > loss_1: 26.92744255065918 (28.950782305155045) | > grad_norm_1: tensor(1009.1988, device='cuda:0') (tensor(827.3635, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8391 (0.8566292570187495) | > loader_time: 0.012 (0.011535147061714756)  --> TIME: 2025-05-08 17:57:46 -- STEP: 362/725 -- GLOBAL_STEP: 64350 | > loss_disc: 2.2791755199432373 (2.1957311551215235) | > loss_disc_real_0: 0.17179585993289948 (0.1312603935475836) | > loss_disc_real_1: 0.1907159984111786 (0.19648485918894654) | > loss_disc_real_2: 0.20438827574253082 (0.19321640654986744) | > loss_disc_real_3: 0.2157554179430008 (0.1983417626161601) | > loss_disc_real_4: 0.17007260024547577 (0.19756554915101482) | > loss_disc_real_5: 0.18005791306495667 (0.20071800715850854) | > loss_0: 2.2791755199432373 (2.1957311551215235) | > grad_norm_0: tensor(33.3571, device='cuda:0') (tensor(32.6632, device='cuda:0')) | > loss_gen: 2.5865612030029297 (2.7913624324851267) | > loss_kl: 1.7475848197937012 (1.804373850479969) | > loss_feat: 7.398536205291748 (8.456241553659591) | > loss_mel: 12.981756210327148 (14.128834078983708) | > loss_duration: 1.6942334175109863 (1.7518968121122913) | > amp_scaler: 128.0 (132.59668508287282) | > loss_1: 26.40867042541504 (28.93270877184789) | > grad_norm_1: tensor(884.3291, device='cuda:0') (tensor(831.6409, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8507 (0.8576378598397608) | > loader_time: 0.0125 (0.011546195541297528)  --> TIME: 2025-05-08 17:58:29 -- STEP: 412/725 -- GLOBAL_STEP: 64400 | > loss_disc: 2.1132302284240723 (2.197071908168422) | > loss_disc_real_0: 0.1184287890791893 (0.13003493078704007) | > loss_disc_real_1: 0.19397009909152985 (0.19693452344068044) | > loss_disc_real_2: 0.2060057520866394 (0.19388420597731496) | > loss_disc_real_3: 0.21289262175559998 (0.1986402587476864) | > loss_disc_real_4: 0.19428446888923645 (0.19749131755342755) | > loss_disc_real_5: 0.18511824309825897 (0.20121992954496035) | > loss_0: 2.1132302284240723 (2.197071908168422) | > grad_norm_0: tensor(8.5588, device='cuda:0') (tensor(32.2959, device='cuda:0')) | > loss_gen: 2.7721023559570312 (2.7946352432075043) | > loss_kl: 1.7089239358901978 (1.8041532945285723) | > loss_feat: 8.72475528717041 (8.455353990341846) | > loss_mel: 13.557760238647461 (14.11692425811175) | > loss_duration: 1.7648952007293701 (1.7528935858925563) | > amp_scaler: 128.0 (132.0388349514562) | > loss_1: 28.5284366607666 (28.923960412590247) | > grad_norm_1: tensor(364.7089, device='cuda:0') (tensor(813.8074, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8524 (0.857148848112347) | > loader_time: 0.01 (0.011495531184002029)  --> TIME: 2025-05-08 17:59:12 -- STEP: 462/725 -- GLOBAL_STEP: 64450 | > loss_disc: 2.2481536865234375 (2.1993119319279986) | > loss_disc_real_0: 0.23344121873378754 (0.13075969579480418) | > loss_disc_real_1: 0.18913057446479797 (0.19716383926409145) | > loss_disc_real_2: 0.21362197399139404 (0.19392935244681006) | > loss_disc_real_3: 0.1916615217924118 (0.19857643731744767) | > loss_disc_real_4: 0.20891541242599487 (0.1978293157694659) | > loss_disc_real_5: 0.19710010290145874 (0.20111910315045026) | > loss_0: 2.2481536865234375 (2.1993119319279986) | > grad_norm_0: tensor(98.8660, device='cuda:0') (tensor(32.0392, device='cuda:0')) | > loss_gen: 2.9461324214935303 (2.792387534529615) | > loss_kl: 1.8471112251281738 (1.799130829897794) | > loss_feat: 7.704604148864746 (8.44617419738273) | > loss_mel: 13.096443176269531 (14.111429105073343) | > loss_duration: 1.807448387145996 (1.753473428162661) | > amp_scaler: 128.0 (131.60173160173156) | > loss_1: 27.40174102783203 (28.90259517735733) | > grad_norm_1: tensor(889.4293, device='cuda:0') (tensor(806.2532, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8159 (0.8560563924508694) | > loader_time: 0.0117 (0.011462174452744518)  --> TIME: 2025-05-08 17:59:55 -- STEP: 512/725 -- GLOBAL_STEP: 64500 | > loss_disc: 2.188612461090088 (2.2047858769074082) | > loss_disc_real_0: 0.1268628090620041 (0.13278149974939868) | > loss_disc_real_1: 0.16547855734825134 (0.19742635372676884) | > loss_disc_real_2: 0.16058562695980072 (0.19393676691106526) | > loss_disc_real_3: 0.16317853331565857 (0.19883977540303016) | > loss_disc_real_4: 0.21679969131946564 (0.19817718592821615) | > loss_disc_real_5: 0.2146778702735901 (0.20148208981845522) | > loss_0: 2.188612461090088 (2.2047858769074082) | > grad_norm_0: tensor(9.5179, device='cuda:0') (tensor(31.5754, device='cuda:0')) | > loss_gen: 2.6493818759918213 (2.783532083500176) | > loss_kl: 1.8649754524230957 (1.795016223564744) | > loss_feat: 9.000887870788574 (8.419833501800884) | > loss_mel: 14.94776725769043 (14.101678010076284) | > loss_duration: 1.7082407474517822 (1.7545228702947493) | > amp_scaler: 128.0 (131.24999999999994) | > loss_1: 30.171253204345703 (28.854582767933607) | > grad_norm_1: tensor(398.8190, device='cuda:0') (tensor(796.4836, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8635 (0.8551993216387928) | > loader_time: 0.011 (0.011457346845418211)  --> TIME: 2025-05-08 18:00:38 -- STEP: 562/725 -- GLOBAL_STEP: 64550 | > loss_disc: 2.20365047454834 (2.2024023104392767) | > loss_disc_real_0: 0.1660299003124237 (0.13261301165904005) | > loss_disc_real_1: 0.17540191113948822 (0.19719603734614582) | > loss_disc_real_2: 0.19569918513298035 (0.1937618553638459) | > loss_disc_real_3: 0.17862437665462494 (0.19867591032247944) | > loss_disc_real_4: 0.191481813788414 (0.19810629686426867) | > loss_disc_real_5: 0.22087977826595306 (0.2013165450976412) | > loss_0: 2.20365047454834 (2.2024023104392767) | > grad_norm_0: tensor(90.4318, device='cuda:0') (tensor(31.7185, device='cuda:0')) | > loss_gen: 2.8683042526245117 (2.7893741639907677) | > loss_kl: 1.7365524768829346 (1.7989353927853275) | > loss_feat: 9.769408226013184 (8.448396692072365) | > loss_mel: 15.546598434448242 (14.139155935986613) | > loss_duration: 1.7182071208953857 (1.7547028450779214) | > amp_scaler: 128.0 (130.96085409252663) | > loss_1: 31.639070510864258 (28.930565084002627) | > grad_norm_1: tensor(761.2969, device='cuda:0') (tensor(795.3298, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8916 (0.854367430948278) | > loader_time: 0.0107 (0.011461815375874478)  --> TIME: 2025-05-08 18:01:22 -- STEP: 612/725 -- GLOBAL_STEP: 64600 | > loss_disc: 2.3016796112060547 (2.204188348421084) | > loss_disc_real_0: 0.08922082930803299 (0.1329417141410065) | > loss_disc_real_1: 0.2185569852590561 (0.19741054456315787) | > loss_disc_real_2: 0.18863455951213837 (0.19394418577742736) | > loss_disc_real_3: 0.22432762384414673 (0.19888286231682192) | > loss_disc_real_4: 0.20947910845279694 (0.1980790309364499) | > loss_disc_real_5: 0.19720806181430817 (0.20145406135741395) | > loss_0: 2.3016796112060547 (2.204188348421084) | > grad_norm_0: tensor(13.7119, device='cuda:0') (tensor(31.3072, device='cuda:0')) | > loss_gen: 2.7556278705596924 (2.785863607927086) | > loss_kl: 1.819196343421936 (1.8015124077111295) | > loss_feat: 7.309780120849609 (8.436925297469092) | > loss_mel: 13.440337181091309 (14.129368263132434) | > loss_duration: 1.6884230375289917 (1.7543247595332023) | > amp_scaler: 128.0 (130.718954248366) | > loss_1: 27.013364791870117 (28.907994366938777) | > grad_norm_1: tensor(418.7725, device='cuda:0') (tensor(802.8796, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8043 (0.8540312047877344) | > loader_time: 0.0119 (0.01143594621832854)  --> TIME: 2025-05-08 18:02:05 -- STEP: 662/725 -- GLOBAL_STEP: 64650 | > loss_disc: 2.039401054382324 (2.2051631046565996) | > loss_disc_real_0: 0.08200740814208984 (0.1329837873397996) | > loss_disc_real_1: 0.17766346037387848 (0.1974343836442582) | > loss_disc_real_2: 0.16843971610069275 (0.1942894966805809) | > loss_disc_real_3: 0.16056878864765167 (0.19895364341869104) | > loss_disc_real_4: 0.1663934588432312 (0.19837250895910752) | > loss_disc_real_5: 0.14590036869049072 (0.20155426958896594) | > loss_0: 2.039401054382324 (2.2051631046565996) | > grad_norm_0: tensor(30.4525, device='cuda:0') (tensor(31.5456, device='cuda:0')) | > loss_gen: 2.836731433868408 (2.7844401320662) | > loss_kl: 2.103017568588257 (1.8025731158040448) | > loss_feat: 9.289762496948242 (8.429126517650223) | > loss_mel: 15.100431442260742 (14.112124783034774) | > loss_duration: 1.7903411388397217 (1.7548517599206672) | > amp_scaler: 128.0 (130.51359516616313) | > loss_1: 31.120283126831055 (28.883116333146116) | > grad_norm_1: tensor(1061.8051, device='cuda:0') (tensor(811.1750, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8761 (0.8534544155316772) | > loader_time: 0.0125 (0.011445724712037605)  --> TIME: 2025-05-08 18:02:48 -- STEP: 712/725 -- GLOBAL_STEP: 64700 | > loss_disc: 2.122849464416504 (2.2033278968896752) | > loss_disc_real_0: 0.09842610359191895 (0.1327792859604853) | > loss_disc_real_1: 0.19875337183475494 (0.19738089460670283) | > loss_disc_real_2: 0.22805152833461761 (0.19428060019619006) | > loss_disc_real_3: 0.20332731306552887 (0.19882361885955502) | > loss_disc_real_4: 0.19384169578552246 (0.19806756928897976) | > loss_disc_real_5: 0.20232346653938293 (0.20125754907978377) | > loss_0: 2.122849464416504 (2.2033278968896752) | > grad_norm_0: tensor(18.5814, device='cuda:0') (tensor(31.8929, device='cuda:0')) | > loss_gen: 2.8698716163635254 (2.78724686014518) | > loss_kl: 1.8519339561462402 (1.8050227253959426) | > loss_feat: 8.47398567199707 (8.437085170424385) | > loss_mel: 14.562750816345215 (14.110504264242197) | > loss_duration: 1.7623482942581177 (1.75418026243033) | > amp_scaler: 128.0 (130.3370786516854) | > loss_1: 29.520891189575195 (28.894039312105505) | > grad_norm_1: tensor(624.0699, device='cuda:0') (tensor(815.6528, device='cuda:0')) | > current_lr_0: 0.0001993759366021797 | > current_lr_1: 0.0001993759366021797 | > step_time: 0.8526 (0.8535205025351451) | > loader_time: 0.0104 (0.011441106206915344)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.224794864654541 (2.224794864654541) | > loss_disc_real_0: 0.08952709287405014 (0.08952709287405014) | > loss_disc_real_1: 0.16980494558811188 (0.16980494558811188) | > loss_disc_real_2: 0.21045836806297302 (0.21045836806297302) | > loss_disc_real_3: 0.16610074043273926 (0.16610074043273926) | > loss_disc_real_4: 0.17461514472961426 (0.17461514472961426) | > loss_disc_real_5: 0.23092979192733765 (0.23092979192733765) | > loss_0: 2.224794864654541 (2.224794864654541) | > loss_gen: 2.4864249229431152 (2.4864249229431152) | > loss_kl: 2.0087239742279053 (2.0087239742279053) | > loss_feat: 9.484687805175781 (9.484687805175781) | > loss_mel: 16.22809410095215 (16.22809410095215) | > loss_duration: 1.7062292098999023 (1.7062292098999023) | > loss_1: 31.914161682128906 (31.914161682128906)  --> STEP: 1 | > loss_disc: 2.318138360977173 (2.318138360977173) | > loss_disc_real_0: 0.10558026283979416 (0.10558026283979416) | > loss_disc_real_1: 0.19073385000228882 (0.19073385000228882) | > loss_disc_real_2: 0.22207263112068176 (0.22207263112068176) | > loss_disc_real_3: 0.1690637171268463 (0.1690637171268463) | > loss_disc_real_4: 0.16594178974628448 (0.16594178974628448) | > loss_disc_real_5: 0.2488502562046051 (0.2488502562046051) | > loss_0: 2.318138360977173 (2.318138360977173) | > loss_gen: 2.3497204780578613 (2.3497204780578613) | > loss_kl: 2.077617883682251 (2.077617883682251) | > loss_feat: 7.425396919250488 (7.425396919250488) | > loss_mel: 14.290703773498535 (14.290703773498535) | > loss_duration: 1.7825276851654053 (1.7825276851654053) | > loss_1: 27.925966262817383 (27.925966262817383)  --> STEP: 2 | > loss_disc: 2.3177759647369385 (2.3179571628570557) | > loss_disc_real_0: 0.11013083904981613 (0.10785555094480515) | > loss_disc_real_1: 0.18612617254257202 (0.18843001127243042) | > loss_disc_real_2: 0.18829841911792755 (0.20518552511930466) | > loss_disc_real_3: 0.1585606187582016 (0.16381216794252396) | > loss_disc_real_4: 0.1877831518650055 (0.176862470805645) | > loss_disc_real_5: 0.24071194231510162 (0.24478109925985336) | > loss_0: 2.3177759647369385 (2.3179571628570557) | > loss_gen: 2.318183660507202 (2.3339520692825317) | > loss_kl: 1.894317865371704 (1.9859678745269775) | > loss_feat: 8.464845657348633 (7.9451212882995605) | > loss_mel: 14.545914649963379 (14.418309211730957) | > loss_duration: 1.840714454650879 (1.811621069908142) | > loss_1: 29.063976287841797 (28.49497127532959)  --> STEP: 3 | > loss_disc: 2.2769217491149902 (2.3042786916097007) | > loss_disc_real_0: 0.1069171279668808 (0.10754274328549702) | > loss_disc_real_1: 0.1825079768896103 (0.18645599981149039) | > loss_disc_real_2: 0.2184312790632248 (0.2096007764339447) | > loss_disc_real_3: 0.1714785248041153 (0.16636762022972107) | > loss_disc_real_4: 0.16773129999637604 (0.17381874720255533) | > loss_disc_real_5: 0.24188955128192902 (0.24381724993387857) | > loss_0: 2.2769217491149902 (2.3042786916097007) | > loss_gen: 2.3836886882781982 (2.3505309422810874) | > loss_kl: 1.9900134801864624 (1.987316409746806) | > loss_feat: 8.062881469726562 (7.9843746821085615) | > loss_mel: 14.77249813079834 (14.536372184753418) | > loss_duration: 1.794674277305603 (1.8059721390406291) | > loss_1: 29.003755569458008 (28.664566040039062)  --> STEP: 4 | > loss_disc: 2.236629009246826 (2.287366271018982) | > loss_disc_real_0: 0.07750970870256424 (0.10003448463976383) | > loss_disc_real_1: 0.1936597228050232 (0.18825693055987358) | > loss_disc_real_2: 0.20463094115257263 (0.20835831761360168) | > loss_disc_real_3: 0.1814274787902832 (0.1701325848698616) | > loss_disc_real_4: 0.17140518128871918 (0.1732153557240963) | > loss_disc_real_5: 0.23935411870479584 (0.2427014671266079) | > loss_0: 2.236629009246826 (2.287366271018982) | > loss_gen: 2.477949380874634 (2.382385551929474) | > loss_kl: 1.9940985441207886 (1.9890119433403015) | > loss_feat: 8.44108772277832 (8.098552942276001) | > loss_mel: 15.976907730102539 (14.896506071090698) | > loss_duration: 1.7672255039215088 (1.796285480260849) | > loss_1: 30.657268524169922 (29.162741661071777) --> EVAL PERFORMANCE | > avg_loader_time: 0.28385788202285767 (-0.030320346355438232) | > avg_loss_disc: 2.287366271018982 (+0.017530500888824463) | > avg_loss_disc_real_0: 0.10003448463976383 (-0.02238984778523445) | > avg_loss_disc_real_1: 0.18825693055987358 (-0.05845324695110321) | > avg_loss_disc_real_2: 0.20835831761360168 (+0.019973941147327423) | > avg_loss_disc_real_3: 0.1701325848698616 (-0.0718628503382206) | > avg_loss_disc_real_4: 0.1732153557240963 (-0.11637001857161522) | > avg_loss_disc_real_5: 0.2427014671266079 (+0.013259027153253555) | > avg_loss_0: 2.287366271018982 (+0.017530500888824463) | > avg_loss_gen: 2.382385551929474 (-0.501596212387085) | > avg_loss_kl: 1.9890119433403015 (+0.08280104398727417) | > avg_loss_feat: 8.098552942276001 (-0.2847893238067627) | > avg_loss_mel: 14.896506071090698 (-0.4508399963378906) | > avg_loss_duration: 1.796285480260849 (+0.01470416784286499) | > avg_loss_1: 29.162741661071777 (-1.1397204399108887)  > EPOCH: 26/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 18:03:06)   --> TIME: 2025-05-08 18:03:40 -- STEP: 37/725 -- GLOBAL_STEP: 64750 | > loss_disc: 2.185429811477661 (2.202273339838595) | > loss_disc_real_0: 0.12080327421426773 (0.13357000274432673) | > loss_disc_real_1: 0.1678353250026703 (0.19575467665453214) | > loss_disc_real_2: 0.16979144513607025 (0.19402052462100983) | > loss_disc_real_3: 0.18787460029125214 (0.1999398401460132) | > loss_disc_real_4: 0.163996160030365 (0.19806284880315933) | > loss_disc_real_5: 0.23465992510318756 (0.20332065264920932) | > loss_0: 2.185429811477661 (2.202273339838595) | > grad_norm_0: tensor(36.2193, device='cuda:0') (tensor(29.9210, device='cuda:0')) | > loss_gen: 2.656327724456787 (2.764187509949143) | > loss_kl: 1.879196286201477 (1.8471535959759273) | > loss_feat: 8.507508277893066 (8.407605325853503) | > loss_mel: 13.654199600219727 (14.282511891545477) | > loss_duration: 1.753273844718933 (1.7447779726337742) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.45050621032715 (29.046236347507786) | > grad_norm_1: tensor(790.5731, device='cuda:0') (tensor(869.3212, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8414 (0.848545299993979) | > loader_time: 0.0111 (0.01065970111537624)  --> TIME: 2025-05-08 18:04:24 -- STEP: 87/725 -- GLOBAL_STEP: 64800 | > loss_disc: 2.247616767883301 (2.2112218799262213) | > loss_disc_real_0: 0.18021512031555176 (0.13316339305762584) | > loss_disc_real_1: 0.2041192352771759 (0.19639562207391892) | > loss_disc_real_2: 0.21224825084209442 (0.19535195690461962) | > loss_disc_real_3: 0.2086247205734253 (0.20013765322751012) | > loss_disc_real_4: 0.24289122223854065 (0.1991755248143755) | > loss_disc_real_5: 0.22366638481616974 (0.20419843460636578) | > loss_0: 2.247616767883301 (2.2112218799262213) | > grad_norm_0: tensor(38.5532, device='cuda:0') (tensor(29.1240, device='cuda:0')) | > loss_gen: 2.8493268489837646 (2.7818953004376636) | > loss_kl: 1.8294979333877563 (1.8341345115639698) | > loss_feat: 7.903448104858398 (8.444003099682684) | > loss_mel: 14.645941734313965 (14.143075679910593) | > loss_duration: 1.7337809801101685 (1.7500423234084557) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.96199607849121 (28.953151089021528) | > grad_norm_1: tensor(1162.2736, device='cuda:0') (tensor(764.8310, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8351 (0.8604352364594909) | > loader_time: 0.0115 (0.01087124320282333)  --> TIME: 2025-05-08 18:05:07 -- STEP: 137/725 -- GLOBAL_STEP: 64850 | > loss_disc: 2.3360815048217773 (2.1983489998935783) | > loss_disc_real_0: 0.1336565464735031 (0.13149278007284562) | > loss_disc_real_1: 0.20354242622852325 (0.19604349092845494) | > loss_disc_real_2: 0.18494819104671478 (0.19327403931287085) | > loss_disc_real_3: 0.21105217933654785 (0.19903134842858697) | > loss_disc_real_4: 0.19980736076831818 (0.197313600539291) | > loss_disc_real_5: 0.20787741243839264 (0.20305646238100789) | > loss_0: 2.3360815048217773 (2.1983489998935783) | > grad_norm_0: tensor(26.1287, device='cuda:0') (tensor(29.9886, device='cuda:0')) | > loss_gen: 2.5163865089416504 (2.788588435110384) | > loss_kl: 1.8658199310302734 (1.8231952486247043) | > loss_feat: 7.436545372009277 (8.463898432515837) | > loss_mel: 12.116887092590332 (14.072851633503486) | > loss_duration: 1.7618478536605835 (1.7535721063613892) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.697486877441406 (28.90210588831101) | > grad_norm_1: tensor(480.9556, device='cuda:0') (tensor(807.6252, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8222 (0.8557453729810506) | > loader_time: 0.0091 (0.010912992658406279)  --> TIME: 2025-05-08 18:05:51 -- STEP: 187/725 -- GLOBAL_STEP: 64900 | > loss_disc: 2.296910047531128 (2.1997937015033653) | > loss_disc_real_0: 0.12289981544017792 (0.131396934151012) | > loss_disc_real_1: 0.1931915134191513 (0.19670813367328546) | > loss_disc_real_2: 0.1597742885351181 (0.19390502428625994) | > loss_disc_real_3: 0.2010280042886734 (0.19943944034091932) | > loss_disc_real_4: 0.1965954303741455 (0.19747824950970438) | > loss_disc_real_5: 0.17763672769069672 (0.20221481699357058) | > loss_0: 2.296910047531128 (2.1997937015033653) | > grad_norm_0: tensor(10.8531, device='cuda:0') (tensor(31.9567, device='cuda:0')) | > loss_gen: 2.6094717979431152 (2.7912023118472993) | > loss_kl: 1.8705554008483887 (1.8235340335152366) | > loss_feat: 8.736800193786621 (8.481209846741379) | > loss_mel: 14.684884071350098 (14.117809361952512) | > loss_duration: 1.7631019353866577 (1.7564465578864603) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.664813995361328 (28.97020208389364) | > grad_norm_1: tensor(662.9615, device='cuda:0') (tensor(841.1562, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8585 (0.8536293009385706) | > loader_time: 0.0102 (0.01091871159599427)  --> TIME: 2025-05-08 18:06:34 -- STEP: 237/725 -- GLOBAL_STEP: 64950 | > loss_disc: 2.197334051132202 (2.205807553061954) | > loss_disc_real_0: 0.12789911031723022 (0.13315747587112442) | > loss_disc_real_1: 0.19536146521568298 (0.1971181169592379) | > loss_disc_real_2: 0.219639390707016 (0.19519550972598515) | > loss_disc_real_3: 0.16772356629371643 (0.19936091619453353) | > loss_disc_real_4: 0.16887855529785156 (0.1973405872719198) | > loss_disc_real_5: 0.23043979704380035 (0.20247556558389704) | > loss_0: 2.197334051132202 (2.205807553061954) | > grad_norm_0: tensor(37.6487, device='cuda:0') (tensor(30.5710, device='cuda:0')) | > loss_gen: 2.915515184402466 (2.7843813865999634) | > loss_kl: 2.0784683227539062 (1.8335168678549272) | > loss_feat: 9.305959701538086 (8.47797272275772) | > loss_mel: 16.3107852935791 (14.169860534024139) | > loss_duration: 1.7410260438919067 (1.7561496481110779) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.35175704956055 (29.021881200090238) | > grad_norm_1: tensor(1226.7551, device='cuda:0') (tensor(796.8980, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8154 (0.8529389216427059) | > loader_time: 0.0097 (0.010984841278333707)  --> TIME: 2025-05-08 18:07:17 -- STEP: 287/725 -- GLOBAL_STEP: 65000 | > loss_disc: 2.1911163330078125 (2.2004098971130936) | > loss_disc_real_0: 0.12343236058950424 (0.13197698431147933) | > loss_disc_real_1: 0.18016070127487183 (0.19675329851979576) | > loss_disc_real_2: 0.18375864624977112 (0.19449565925664603) | > loss_disc_real_3: 0.18080788850784302 (0.1990740883329604) | > loss_disc_real_4: 0.20126166939735413 (0.19727457691152755) | > loss_disc_real_5: 0.21231907606124878 (0.20176489074886467) | > loss_0: 2.1911163330078125 (2.2004098971130936) | > grad_norm_0: tensor(17.0541, device='cuda:0') (tensor(30.3608, device='cuda:0')) | > loss_gen: 2.8730363845825195 (2.7908047333827) | > loss_kl: 1.6971309185028076 (1.8260941920795508) | > loss_feat: 8.802762985229492 (8.496204080481977) | > loss_mel: 14.81501293182373 (14.186346898095534) | > loss_duration: 1.7953099012374878 (1.7568008891381455) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.983251571655273 (29.05625080813099) | > grad_norm_1: tensor(957.1234, device='cuda:0') (tensor(800.8670, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8019 (0.8511278853599203) | > loader_time: 0.012 (0.01104634314879308) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_65000.pth  --> TIME: 2025-05-08 18:08:02 -- STEP: 337/725 -- GLOBAL_STEP: 65050 | > loss_disc: 2.2840373516082764 (2.201637130462804) | > loss_disc_real_0: 0.18770010769367218 (0.13258201549332646) | > loss_disc_real_1: 0.2144371122121811 (0.19666231523104882) | > loss_disc_real_2: 0.1966732144355774 (0.1946949536970178) | > loss_disc_real_3: 0.2044028490781784 (0.1992371461246416) | > loss_disc_real_4: 0.1987847089767456 (0.19746509844365392) | > loss_disc_real_5: 0.2041008025407791 (0.2015291481148949) | > loss_0: 2.2840373516082764 (2.201637130462804) | > grad_norm_0: tensor(27.1785, device='cuda:0') (tensor(30.5894, device='cuda:0')) | > loss_gen: 2.740387439727783 (2.793202259420286) | > loss_kl: 1.7890490293502808 (1.8255736647444591) | > loss_feat: 7.426396369934082 (8.497015125319933) | > loss_mel: 13.632941246032715 (14.199391837643587) | > loss_duration: 1.7344743013381958 (1.756061245142883) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.3232479095459 (29.071244101142316) | > grad_norm_1: tensor(1003.5820, device='cuda:0') (tensor(804.0566, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8856 (0.850598068548593) | > loader_time: 0.0103 (0.011073815009006761)  --> TIME: 2025-05-08 18:08:46 -- STEP: 387/725 -- GLOBAL_STEP: 65100 | > loss_disc: 2.0386667251586914 (2.20347130329418) | > loss_disc_real_0: 0.10399402678012848 (0.13393798696709858) | > loss_disc_real_1: 0.2187117040157318 (0.19704385783321182) | > loss_disc_real_2: 0.1789521872997284 (0.1944255838483495) | > loss_disc_real_3: 0.1899854987859726 (0.19927299353811467) | > loss_disc_real_4: 0.1860186755657196 (0.19745421629081406) | > loss_disc_real_5: 0.14853297173976898 (0.20178609843863998) | > loss_0: 2.0386667251586914 (2.20347130329418) | > grad_norm_0: tensor(11.7511, device='cuda:0') (tensor(31.2415, device='cuda:0')) | > loss_gen: 2.9491240978240967 (2.7897773214088852) | > loss_kl: 1.7653714418411255 (1.8217157310293626) | > loss_feat: 9.166559219360352 (8.474916994109636) | > loss_mel: 14.743745803833008 (14.200523679570635) | > loss_duration: 1.8357877731323242 (1.7566057690046246) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.460586547851562 (29.043539471096462) | > grad_norm_1: tensor(584.7718, device='cuda:0') (tensor(823.5836, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8485 (0.8505328046567064) | > loader_time: 0.0123 (0.011051100353861964)  --> TIME: 2025-05-08 18:09:29 -- STEP: 437/725 -- GLOBAL_STEP: 65150 | > loss_disc: 2.1952595710754395 (2.207418819859592) | > loss_disc_real_0: 0.12048317492008209 (0.1351874018987339) | > loss_disc_real_1: 0.1581055372953415 (0.1973662297976645) | > loss_disc_real_2: 0.17089377343654633 (0.19421588576631088) | > loss_disc_real_3: 0.19092321395874023 (0.19922447722891096) | > loss_disc_real_4: 0.1853279322385788 (0.1973864778160231) | > loss_disc_real_5: 0.22477883100509644 (0.20218860738201055) | > loss_0: 2.1952595710754395 (2.207418819859592) | > grad_norm_0: tensor(10.6642, device='cuda:0') (tensor(31.3060, device='cuda:0')) | > loss_gen: 2.711170196533203 (2.7859310498226697) | > loss_kl: 1.7712984085083008 (1.815202236175537) | > loss_feat: 8.255949020385742 (8.453122267734) | > loss_mel: 13.867143630981445 (14.169359691628602) | > loss_duration: 1.7266062498092651 (1.7559620889428005) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.33216667175293 (28.979577319845728) | > grad_norm_1: tensor(522.2625, device='cuda:0') (tensor(804.6866, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8834 (0.8512436372464527) | > loader_time: 0.0121 (0.011050331237932637)  --> TIME: 2025-05-08 18:10:12 -- STEP: 487/725 -- GLOBAL_STEP: 65200 | > loss_disc: 2.0864195823669434 (2.2083281031379487) | > loss_disc_real_0: 0.1663358509540558 (0.13515528497234514) | > loss_disc_real_1: 0.1898534595966339 (0.1975842798453827) | > loss_disc_real_2: 0.18763834238052368 (0.1943810578183227) | > loss_disc_real_3: 0.1911524385213852 (0.19937899182464547) | > loss_disc_real_4: 0.17859125137329102 (0.19735540009010014) | > loss_disc_real_5: 0.17115569114685059 (0.20190730329901285) | > loss_0: 2.0864195823669434 (2.2083281031379487) | > grad_norm_0: tensor(17.4043, device='cuda:0') (tensor(31.1327, device='cuda:0')) | > loss_gen: 2.9638919830322266 (2.782867011103542) | > loss_kl: 1.8215880393981934 (1.8119331167463895) | > loss_feat: 9.497642517089844 (8.435739131434007) | > loss_mel: 15.218430519104004 (14.164189368058034) | > loss_duration: 1.7352092266082764 (1.756372609912003) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.23676300048828 (28.951101185604777) | > grad_norm_1: tensor(1066.3698, device='cuda:0') (tensor(812.8984, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8111 (0.8506825851463928) | > loader_time: 0.0114 (0.011051119720176994)  --> TIME: 2025-05-08 18:10:55 -- STEP: 537/725 -- GLOBAL_STEP: 65250 | > loss_disc: 2.26519775390625 (2.206408194989468) | > loss_disc_real_0: 0.10546571016311646 (0.13453400873854846) | > loss_disc_real_1: 0.19648972153663635 (0.19751456094076736) | > loss_disc_real_2: 0.21411001682281494 (0.19421524578077612) | > loss_disc_real_3: 0.18045149743556976 (0.1990625524765064) | > loss_disc_real_4: 0.17350055277347565 (0.19726989036720782) | > loss_disc_real_5: 0.17042197287082672 (0.2020062317506339) | > loss_0: 2.26519775390625 (2.206408194989468) | > grad_norm_0: tensor(22.2434, device='cuda:0') (tensor(31.3538, device='cuda:0')) | > loss_gen: 2.528688430786133 (2.7853393363775045) | > loss_kl: 1.5974632501602173 (1.8140705211202526) | > loss_feat: 7.839222431182861 (8.44943153569596) | > loss_mel: 13.229487419128418 (14.172862400999724) | > loss_duration: 1.771588921546936 (1.7557503029398853) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.966449737548828 (28.977454052291105) | > grad_norm_1: tensor(633.0062, device='cuda:0') (tensor(813.5880, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.844 (0.849997844997953) | > loader_time: 0.01 (0.011031438518502858)  --> TIME: 2025-05-08 18:11:38 -- STEP: 587/725 -- GLOBAL_STEP: 65300 | > loss_disc: 2.263570785522461 (2.206121191255485) | > loss_disc_real_0: 0.17238430678844452 (0.13469186038718114) | > loss_disc_real_1: 0.2106991857290268 (0.1975659645801915) | > loss_disc_real_2: 0.19528469443321228 (0.19428203730912183) | > loss_disc_real_3: 0.21171815693378448 (0.19916905587129732) | > loss_disc_real_4: 0.21491852402687073 (0.19726682973476653) | > loss_disc_real_5: 0.24975182116031647 (0.20173904505356818) | > loss_0: 2.263570785522461 (2.206121191255485) | > grad_norm_0: tensor(31.2810, device='cuda:0') (tensor(31.3603, device='cuda:0')) | > loss_gen: 2.9251785278320312 (2.787364842741413) | > loss_kl: 1.686139702796936 (1.8143602347658279) | > loss_feat: 8.676383018493652 (8.448198723021314) | > loss_mel: 14.1196870803833 (14.157971893908417) | > loss_duration: 1.7294514179229736 (1.7548347459741098) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.1368408203125 (28.962730401216213) | > grad_norm_1: tensor(965.5106, device='cuda:0') (tensor(812.2133, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8475 (0.8493621040649673) | > loader_time: 0.0116 (0.011033367663875755)  --> TIME: 2025-05-08 18:12:21 -- STEP: 637/725 -- GLOBAL_STEP: 65350 | > loss_disc: 2.335960626602173 (2.207844471819173) | > loss_disc_real_0: 0.15629595518112183 (0.13538185373135794) | > loss_disc_real_1: 0.2232416868209839 (0.19786037036818646) | > loss_disc_real_2: 0.20255723595619202 (0.19412232675769453) | > loss_disc_real_3: 0.24236638844013214 (0.19933511031385115) | > loss_disc_real_4: 0.23088505864143372 (0.19726618881128277) | > loss_disc_real_5: 0.21443429589271545 (0.2017537962931852) | > loss_0: 2.335960626602173 (2.207844471819173) | > grad_norm_0: tensor(22.8567, device='cuda:0') (tensor(31.8091, device='cuda:0')) | > loss_gen: 2.700733184814453 (2.784902971992314) | > loss_kl: 1.8927987813949585 (1.8161204495647076) | > loss_feat: 7.095231533050537 (8.438601067152268) | > loss_mel: 11.546871185302734 (14.150752449335068) | > loss_duration: 1.7273974418640137 (1.7545934172589883) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.963031768798828 (28.944970306085082) | > grad_norm_1: tensor(986.1107, device='cuda:0') (tensor(815.9795, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8427 (0.8491032205908037) | > loader_time: 0.0101 (0.011027642658778602)  --> TIME: 2025-05-08 18:13:04 -- STEP: 687/725 -- GLOBAL_STEP: 65400 | > loss_disc: 2.2825942039489746 (2.2080478171941333) | > loss_disc_real_0: 0.28107479214668274 (0.13498207819925986) | > loss_disc_real_1: 0.18776506185531616 (0.19792456428209937) | > loss_disc_real_2: 0.1883050501346588 (0.19430803215833384) | > loss_disc_real_3: 0.17435164749622345 (0.19938514285125755) | > loss_disc_real_4: 0.19185368716716766 (0.19748950562015552) | > loss_disc_real_5: 0.19959260523319244 (0.20171589533401188) | > loss_0: 2.2825942039489746 (2.2080478171941333) | > grad_norm_0: tensor(89.1008, device='cuda:0') (tensor(31.9628, device='cuda:0')) | > loss_gen: 2.933037519454956 (2.783917499247945) | > loss_kl: 1.766959547996521 (1.8165076795797335) | > loss_feat: 8.489974021911621 (8.430457075610425) | > loss_mel: 14.18194580078125 (14.143433615283325) | > loss_duration: 1.7553012371063232 (1.7540150630942595) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.127216339111328 (28.92833086982738) | > grad_norm_1: tensor(966.1019, device='cuda:0') (tensor(822.1310, device='cuda:0')) | > current_lr_0: 0.00019935101461010442 | > current_lr_1: 0.00019935101461010442 | > step_time: 0.8589 (0.8484950423067137) | > loader_time: 0.0124 (0.011041666569494606)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2015957832336426 (2.2015957832336426) | > loss_disc_real_0: 0.10932190716266632 (0.10932190716266632) | > loss_disc_real_1: 0.15064793825149536 (0.15064793825149536) | > loss_disc_real_2: 0.17086416482925415 (0.17086416482925415) | > loss_disc_real_3: 0.24101176857948303 (0.24101176857948303) | > loss_disc_real_4: 0.19121824204921722 (0.19121824204921722) | > loss_disc_real_5: 0.2216523140668869 (0.2216523140668869) | > loss_0: 2.2015957832336426 (2.2015957832336426) | > loss_gen: 2.5632169246673584 (2.5632169246673584) | > loss_kl: 2.235883951187134 (2.235883951187134) | > loss_feat: 9.165544509887695 (9.165544509887695) | > loss_mel: 15.806035041809082 (15.806035041809082) | > loss_duration: 1.694340467453003 (1.694340467453003) | > loss_1: 31.46501922607422 (31.46501922607422)  --> STEP: 1 | > loss_disc: 2.2193479537963867 (2.2193479537963867) | > loss_disc_real_0: 0.1329866498708725 (0.1329866498708725) | > loss_disc_real_1: 0.15899299085140228 (0.15899299085140228) | > loss_disc_real_2: 0.18303030729293823 (0.18303030729293823) | > loss_disc_real_3: 0.22755779325962067 (0.22755779325962067) | > loss_disc_real_4: 0.1944408118724823 (0.1944408118724823) | > loss_disc_real_5: 0.22469498217105865 (0.22469498217105865) | > loss_0: 2.2193479537963867 (2.2193479537963867) | > loss_gen: 2.549546718597412 (2.549546718597412) | > loss_kl: 1.812185287475586 (1.812185287475586) | > loss_feat: 7.7689361572265625 (7.7689361572265625) | > loss_mel: 14.438401222229004 (14.438401222229004) | > loss_duration: 1.7730188369750977 (1.7730188369750977) | > loss_1: 28.342090606689453 (28.342090606689453)  --> STEP: 2 | > loss_disc: 2.2064664363861084 (2.2129071950912476) | > loss_disc_real_0: 0.1351405829191208 (0.13406361639499664) | > loss_disc_real_1: 0.14677083492279053 (0.1528819128870964) | > loss_disc_real_2: 0.16833080351352692 (0.17568055540323257) | > loss_disc_real_3: 0.24036701023578644 (0.23396240174770355) | > loss_disc_real_4: 0.1855820119380951 (0.1900114119052887) | > loss_disc_real_5: 0.2146281599998474 (0.21966157108545303) | > loss_0: 2.2064664363861084 (2.2129071950912476) | > loss_gen: 2.4942214488983154 (2.5218840837478638) | > loss_kl: 1.9826406240463257 (1.8974129557609558) | > loss_feat: 7.786697864532471 (7.777817010879517) | > loss_mel: 14.679431915283203 (14.558916568756104) | > loss_duration: 1.82548189163208 (1.7992503643035889) | > loss_1: 28.76847267150879 (28.55528163909912)  --> STEP: 3 | > loss_disc: 2.1055550575256348 (2.1771231492360434) | > loss_disc_real_0: 0.11504044383764267 (0.12772255887587866) | > loss_disc_real_1: 0.15231508016586304 (0.15269296864668527) | > loss_disc_real_2: 0.16784138977527618 (0.1730675001939138) | > loss_disc_real_3: 0.22609011828899384 (0.23133830726146698) | > loss_disc_real_4: 0.17442327737808228 (0.18481536706288657) | > loss_disc_real_5: 0.20709119737148285 (0.21547144651412964) | > loss_0: 2.1055550575256348 (2.1771231492360434) | > loss_gen: 2.602902412414551 (2.5488901933034263) | > loss_kl: 1.8566416501998901 (1.8838225205739338) | > loss_feat: 8.85187816619873 (8.135837395985922) | > loss_mel: 15.702296257019043 (14.940043131510416) | > loss_duration: 1.7957364320755005 (1.7980790535608928) | > loss_1: 30.8094539642334 (29.30667241414388)  --> STEP: 4 | > loss_disc: 2.07155442237854 (2.1507309675216675) | > loss_disc_real_0: 0.09401434659957886 (0.1192955058068037) | > loss_disc_real_1: 0.1536385715007782 (0.1529293693602085) | > loss_disc_real_2: 0.1432579904794693 (0.16561512276530266) | > loss_disc_real_3: 0.2541407346725464 (0.23703891411423683) | > loss_disc_real_4: 0.18504191935062408 (0.18487200513482094) | > loss_disc_real_5: 0.1767125427722931 (0.2057817205786705) | > loss_0: 2.07155442237854 (2.1507309675216675) | > loss_gen: 2.6181347370147705 (2.566201329231262) | > loss_kl: 2.2039175033569336 (1.9638462662696838) | > loss_feat: 10.986201286315918 (8.84842836856842) | > loss_mel: 17.00037384033203 (15.45512580871582) | > loss_duration: 1.7595082521438599 (1.7884363532066345) | > loss_1: 34.568138122558594 (30.62203884124756) --> EVAL PERFORMANCE | > avg_loader_time: 0.28353190422058105 (-0.00032597780227661133) | > avg_loss_disc: 2.1507309675216675 (-0.13663530349731445) | > avg_loss_disc_real_0: 0.1192955058068037 (+0.01926102116703987) | > avg_loss_disc_real_1: 0.1529293693602085 (-0.03532756119966507) | > avg_loss_disc_real_2: 0.16561512276530266 (-0.042743194848299026) | > avg_loss_disc_real_3: 0.23703891411423683 (+0.06690632924437523) | > avg_loss_disc_real_4: 0.18487200513482094 (+0.01165664941072464) | > avg_loss_disc_real_5: 0.2057817205786705 (-0.03691974654793739) | > avg_loss_0: 2.1507309675216675 (-0.13663530349731445) | > avg_loss_gen: 2.566201329231262 (+0.18381577730178833) | > avg_loss_kl: 1.9638462662696838 (-0.025165677070617676) | > avg_loss_feat: 8.84842836856842 (+0.7498754262924194) | > avg_loss_mel: 15.45512580871582 (+0.5586197376251221) | > avg_loss_duration: 1.7884363532066345 (-0.007849127054214478) | > avg_loss_1: 30.62203884124756 (+1.4592971801757812)  > EPOCH: 27/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 18:13:43)   --> TIME: 2025-05-08 18:13:56 -- STEP: 12/725 -- GLOBAL_STEP: 65450 | > loss_disc: 2.337261438369751 (2.2565029859542847) | > loss_disc_real_0: 0.1560671031475067 (0.1527544396619002) | > loss_disc_real_1: 0.21444758772850037 (0.20002996424833933) | > loss_disc_real_2: 0.22649234533309937 (0.20139053712288538) | > loss_disc_real_3: 0.19914695620536804 (0.20139358813563982) | > loss_disc_real_4: 0.19725199043750763 (0.19848502054810524) | > loss_disc_real_5: 0.2245132029056549 (0.20497210075457892) | > loss_0: 2.337261438369751 (2.2565029859542847) | > grad_norm_0: tensor(22.5473, device='cuda:0') (tensor(17.4590, device='cuda:0')) | > loss_gen: 2.537642002105713 (2.6526425878206887) | > loss_kl: 1.8710753917694092 (1.8729185461997986) | > loss_feat: 7.110583782196045 (7.872753302256267) | > loss_mel: 11.518097877502441 (13.59750739733378) | > loss_duration: 1.7764337062835693 (1.7463487684726715) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.813831329345703 (27.742170492808025) | > grad_norm_1: tensor(1028.0614, device='cuda:0') (tensor(773.2389, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8253 (0.8361545403798422) | > loader_time: 0.0097 (0.010587573051452637)  --> TIME: 2025-05-08 18:14:39 -- STEP: 62/725 -- GLOBAL_STEP: 65500 | > loss_disc: 2.25071120262146 (2.212713529986719) | > loss_disc_real_0: 0.09182916581630707 (0.1407036005008606) | > loss_disc_real_1: 0.17385680973529816 (0.19762742327105615) | > loss_disc_real_2: 0.19421903789043427 (0.19499613368703472) | > loss_disc_real_3: 0.20397363603115082 (0.19810069616763823) | > loss_disc_real_4: 0.17794832587242126 (0.19578140853874146) | > loss_disc_real_5: 0.125618577003479 (0.20148676057015696) | > loss_0: 2.25071120262146 (2.212713529986719) | > grad_norm_0: tensor(38.3066, device='cuda:0') (tensor(27.6878, device='cuda:0')) | > loss_gen: 2.67695689201355 (2.747560824117353) | > loss_kl: 1.7229372262954712 (1.863757525720904) | > loss_feat: 9.27752685546875 (8.331556212517523) | > loss_mel: 15.020605087280273 (14.09252800480012) | > loss_duration: 1.7918591499328613 (1.7399508068638463) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.489883422851562 (28.775353124064782) | > grad_norm_1: tensor(1346.4467, device='cuda:0') (tensor(860.2563, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.864 (0.8503722798439765) | > loader_time: 0.0101 (0.010367028174861787)  --> TIME: 2025-05-08 18:15:23 -- STEP: 112/725 -- GLOBAL_STEP: 65550 | > loss_disc: 2.274139165878296 (2.2037779976214664) | > loss_disc_real_0: 0.11996844410896301 (0.1390646488538812) | > loss_disc_real_1: 0.15621575713157654 (0.19610066499028886) | > loss_disc_real_2: 0.17335452139377594 (0.19335832433508976) | > loss_disc_real_3: 0.2136836051940918 (0.1979521865557347) | > loss_disc_real_4: 0.18297937512397766 (0.19633723861937016) | > loss_disc_real_5: 0.17624197900295258 (0.20062636437692813) | > loss_0: 2.274139165878296 (2.2037779976214664) | > grad_norm_0: tensor(34.8373, device='cuda:0') (tensor(31.3300, device='cuda:0')) | > loss_gen: 2.489671230316162 (2.7865299050297057) | > loss_kl: 1.739912509918213 (1.8366565299885613) | > loss_feat: 8.27320384979248 (8.454129014696386) | > loss_mel: 13.18696117401123 (14.204069069453649) | > loss_duration: 1.7430616617202759 (1.7445415439350265) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.432809829711914 (29.025925823620387) | > grad_norm_1: tensor(967.3656, device='cuda:0') (tensor(849.3344, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8087 (0.8514242874724525) | > loader_time: 0.0099 (0.010782139641898019)  --> TIME: 2025-05-08 18:16:06 -- STEP: 162/725 -- GLOBAL_STEP: 65600 | > loss_disc: 2.249408483505249 (2.198480433152043) | > loss_disc_real_0: 0.09318949282169342 (0.13736522022956696) | > loss_disc_real_1: 0.21963456273078918 (0.1959770423026733) | > loss_disc_real_2: 0.18784216046333313 (0.19340571577166332) | > loss_disc_real_3: 0.1681140661239624 (0.19765334649954316) | > loss_disc_real_4: 0.19822663068771362 (0.1963478402223116) | > loss_disc_real_5: 0.19300591945648193 (0.2005211245498539) | > loss_0: 2.249408483505249 (2.198480433152043) | > grad_norm_0: tensor(11.6561, device='cuda:0') (tensor(33.8038, device='cuda:0')) | > loss_gen: 2.5681233406066895 (2.7952927792513806) | > loss_kl: 1.7685117721557617 (1.825009203987357) | > loss_feat: 8.483294486999512 (8.500284565819626) | > loss_mel: 15.786623001098633 (14.249238184940667) | > loss_duration: 1.710914134979248 (1.7441559956397539) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.317466735839844 (29.113980575844092) | > grad_norm_1: tensor(343.9377, device='cuda:0') (tensor(882.7207, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8291 (0.84962867660287) | > loader_time: 0.0119 (0.010863963468575186)  --> TIME: 2025-05-08 18:16:49 -- STEP: 212/725 -- GLOBAL_STEP: 65650 | > loss_disc: 2.1466057300567627 (2.198430213725789) | > loss_disc_real_0: 0.1662026345729828 (0.13710078041789678) | > loss_disc_real_1: 0.1919030249118805 (0.1958235403839148) | > loss_disc_real_2: 0.17465753853321075 (0.19378243949053423) | > loss_disc_real_3: 0.2051127403974533 (0.197558232214091) | > loss_disc_real_4: 0.2035737782716751 (0.19650206187704825) | > loss_disc_real_5: 0.20308206975460052 (0.20015010427472724) | > loss_0: 2.1466057300567627 (2.198430213725789) | > grad_norm_0: tensor(46.8573, device='cuda:0') (tensor(34.2505, device='cuda:0')) | > loss_gen: 2.9207029342651367 (2.788574213126918) | > loss_kl: 1.7681599855422974 (1.8233333842934303) | > loss_feat: 9.128976821899414 (8.464474277676263) | > loss_mel: 14.726922035217285 (14.206666752977192) | > loss_duration: 1.7375682592391968 (1.7438604876680195) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.282329559326172 (29.026908991471778) | > grad_norm_1: tensor(1246.0916, device='cuda:0') (tensor(924.1996, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8557 (0.8501036414560283) | > loader_time: 0.0135 (0.010899033186570657)  --> TIME: 2025-05-08 18:17:32 -- STEP: 262/725 -- GLOBAL_STEP: 65700 | > loss_disc: 2.2192654609680176 (2.1971028938548236) | > loss_disc_real_0: 0.14446482062339783 (0.13639383717575157) | > loss_disc_real_1: 0.21097588539123535 (0.1956909321077908) | > loss_disc_real_2: 0.18510644137859344 (0.19392865128417053) | > loss_disc_real_3: 0.2189849615097046 (0.19739104033881474) | > loss_disc_real_4: 0.21643590927124023 (0.19648830518695234) | > loss_disc_real_5: 0.23091720044612885 (0.19963011361715446) | > loss_0: 2.2192654609680176 (2.1971028938548236) | > grad_norm_0: tensor(35.9180, device='cuda:0') (tensor(34.3232, device='cuda:0')) | > loss_gen: 2.7850067615509033 (2.7938464843589825) | > loss_kl: 1.8282355070114136 (1.821186068858809) | > loss_feat: 7.991482257843018 (8.459317465774877) | > loss_mel: 14.0326509475708 (14.153442721330483) | > loss_duration: 1.7211720943450928 (1.7442317732417856) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.35854721069336 (28.972024429845447) | > grad_norm_1: tensor(752.2986, device='cuda:0') (tensor(893.6922, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8942 (0.8497352281599555) | > loader_time: 0.015 (0.01094776528482219)  --> TIME: 2025-05-08 18:18:15 -- STEP: 312/725 -- GLOBAL_STEP: 65750 | > loss_disc: 2.0301363468170166 (2.1939324667820554) | > loss_disc_real_0: 0.12041421979665756 (0.13558535640820488) | > loss_disc_real_1: 0.15185505151748657 (0.1954635683065041) | > loss_disc_real_2: 0.17899154126644135 (0.1937597786577849) | > loss_disc_real_3: 0.1577024757862091 (0.19736833330721426) | > loss_disc_real_4: 0.16793525218963623 (0.1961910506376089) | > loss_disc_real_5: 0.1663162112236023 (0.19928414498766261) | > loss_0: 2.0301363468170166 (2.1939324667820554) | > grad_norm_0: tensor(52.6418, device='cuda:0') (tensor(34.1453, device='cuda:0')) | > loss_gen: 3.06469988822937 (2.793687092952237) | > loss_kl: 1.7122795581817627 (1.8148679760022042) | > loss_feat: 10.027579307556152 (8.466695586840308) | > loss_mel: 15.430937767028809 (14.146988373536333) | > loss_duration: 1.743082046508789 (1.7436979783651152) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.97857666015625 (28.965936954204853) | > grad_norm_1: tensor(563.3397, device='cuda:0') (tensor(901.7494, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.815 (0.8493031362692519) | > loader_time: 0.0121 (0.010995103762700013)  --> TIME: 2025-05-08 18:18:59 -- STEP: 362/725 -- GLOBAL_STEP: 65800 | > loss_disc: 2.370903968811035 (2.1939659727871073) | > loss_disc_real_0: 0.18404097855091095 (0.13443131119177495) | > loss_disc_real_1: 0.24946115911006927 (0.19587692988840916) | > loss_disc_real_2: 0.20820479094982147 (0.19392272574796202) | > loss_disc_real_3: 0.2284918576478958 (0.19730383676389304) | > loss_disc_real_4: 0.24919697642326355 (0.19653370840608742) | > loss_disc_real_5: 0.21242710947990417 (0.19934851877926466) | > loss_0: 2.370903968811035 (2.1939659727871073) | > grad_norm_0: tensor(47.9594, device='cuda:0') (tensor(33.7810, device='cuda:0')) | > loss_gen: 2.9093501567840576 (2.799305139325599) | > loss_kl: 2.0466699600219727 (1.8153753231243535) | > loss_feat: 7.451474189758301 (8.47666333393497) | > loss_mel: 12.772899627685547 (14.136728887399919) | > loss_duration: 1.6842782497406006 (1.742928835897814) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.86467170715332 (28.971001451186712) | > grad_norm_1: tensor(752.0121, device='cuda:0') (tensor(878.7785, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8416 (0.8495093465509997) | > loader_time: 0.0123 (0.010993979253821605)  --> TIME: 2025-05-08 18:19:42 -- STEP: 412/725 -- GLOBAL_STEP: 65850 | > loss_disc: 2.254652261734009 (2.195356531339942) | > loss_disc_real_0: 0.18229380249977112 (0.13571951764373535) | > loss_disc_real_1: 0.19087493419647217 (0.19601397534597267) | > loss_disc_real_2: 0.2240765541791916 (0.19395826330173363) | > loss_disc_real_3: 0.20488977432250977 (0.1971096651791369) | > loss_disc_real_4: 0.22510802745819092 (0.19658789657128664) | > loss_disc_real_5: 0.19088058173656464 (0.19955203830472476) | > loss_0: 2.254652261734009 (2.195356531339942) | > grad_norm_0: tensor(41.7267, device='cuda:0') (tensor(33.4959, device='cuda:0')) | > loss_gen: 2.7076306343078613 (2.7948880687500655) | > loss_kl: 1.577096700668335 (1.812563644740188) | > loss_feat: 7.757488250732422 (8.469942580149011) | > loss_mel: 13.235652923583984 (14.13583388143373) | > loss_duration: 1.7306947708129883 (1.7436458141479674) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.008563995361328 (28.95687395855061) | > grad_norm_1: tensor(911.2089, device='cuda:0') (tensor(877.6855, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8535 (0.8490243652491897) | > loader_time: 0.0098 (0.011003998298089476)  --> TIME: 2025-05-08 18:20:25 -- STEP: 462/725 -- GLOBAL_STEP: 65900 | > loss_disc: 2.0014021396636963 (2.1952357790170827) | > loss_disc_real_0: 0.1060323417186737 (0.13540641107148949) | > loss_disc_real_1: 0.18016742169857025 (0.19602389636880907) | > loss_disc_real_2: 0.18573665618896484 (0.19394760420828155) | > loss_disc_real_3: 0.17925292253494263 (0.1974017099513636) | > loss_disc_real_4: 0.19257229566574097 (0.19662306319067485) | > loss_disc_real_5: 0.1862669587135315 (0.1995316538395304) | > loss_0: 2.0014021396636963 (2.1952357790170827) | > grad_norm_0: tensor(18.7071, device='cuda:0') (tensor(33.5455, device='cuda:0')) | > loss_gen: 3.0130112171173096 (2.794557926458713) | > loss_kl: 1.8414486646652222 (1.8115446404977278) | > loss_feat: 9.04500961303711 (8.46265618419234) | > loss_mel: 14.965340614318848 (14.126259147346795) | > loss_duration: 1.7787022590637207 (1.7441839000363368) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.643512725830078 (28.939201809111097) | > grad_norm_1: tensor(991.1924, device='cuda:0') (tensor(873.0153, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8 (0.8487629663376584) | > loader_time: 0.0105 (0.011022234375858716)  --> TIME: 2025-05-08 18:21:08 -- STEP: 512/725 -- GLOBAL_STEP: 65950 | > loss_disc: 2.173962354660034 (2.1973272622562963) | > loss_disc_real_0: 0.12082910537719727 (0.1354923385224539) | > loss_disc_real_1: 0.20757921040058136 (0.19617258894140832) | > loss_disc_real_2: 0.18380582332611084 (0.19395696761785075) | > loss_disc_real_3: 0.18105974793434143 (0.19759854796575382) | > loss_disc_real_4: 0.20181229710578918 (0.19703586716786956) | > loss_disc_real_5: 0.20569553971290588 (0.19970837910659614) | > loss_0: 2.173962354660034 (2.1973272622562963) | > grad_norm_0: tensor(20.4179, device='cuda:0') (tensor(33.5761, device='cuda:0')) | > loss_gen: 2.7523458003997803 (2.7916302252560845) | > loss_kl: 1.7377065420150757 (1.8096491934265941) | > loss_feat: 7.76997184753418 (8.440427588298915) | > loss_mel: 12.853537559509277 (14.096736554056408) | > loss_duration: 1.7080339193344116 (1.7449696995317934) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.821596145629883 (28.883413299918175) | > grad_norm_1: tensor(362.5862, device='cuda:0') (tensor(872.0045, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.848 (0.8485046066343787) | > loader_time: 0.0122 (0.011008027009665963)  --> TIME: 2025-05-08 18:21:51 -- STEP: 562/725 -- GLOBAL_STEP: 66000 | > loss_disc: 2.250483512878418 (2.1948746239163284) | > loss_disc_real_0: 0.13488034904003143 (0.13479800045066045) | > loss_disc_real_1: 0.19692294299602509 (0.19597583102373892) | > loss_disc_real_2: 0.18995097279548645 (0.19365254304375082) | > loss_disc_real_3: 0.17091438174247742 (0.19753444269034365) | > loss_disc_real_4: 0.1820542812347412 (0.19680187941339938) | > loss_disc_real_5: 0.215561181306839 (0.19963883619185444) | > loss_0: 2.250483512878418 (2.1948746239163284) | > grad_norm_0: tensor(7.3507, device='cuda:0') (tensor(33.5044, device='cuda:0')) | > loss_gen: 2.649630069732666 (2.7951392677755105) | > loss_kl: 1.7302017211914062 (1.8089354521863406) | > loss_feat: 8.417093276977539 (8.450276552994483) | > loss_mel: 13.261954307556152 (14.093942262099734) | > loss_duration: 1.7006356716156006 (1.744537483542839) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.75951385498047 (28.892831062506943) | > grad_norm_1: tensor(383.5563, device='cuda:0') (tensor(856.8439, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8965 (0.8480272416118206) | > loader_time: 0.0122 (0.011000647663645892) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_66000.pth  --> TIME: 2025-05-08 18:22:37 -- STEP: 612/725 -- GLOBAL_STEP: 66050 | > loss_disc: 2.1414787769317627 (2.1949930385826466) | > loss_disc_real_0: 0.11049942672252655 (0.134981435571426) | > loss_disc_real_1: 0.21680092811584473 (0.19599801986143475) | > loss_disc_real_2: 0.20774811506271362 (0.19365479536598024) | > loss_disc_real_3: 0.20350143313407898 (0.19754116480646572) | > loss_disc_real_4: 0.18027988076210022 (0.19683472541909589) | > loss_disc_real_5: 0.2009744495153427 (0.19970855277542973) | > loss_0: 2.1414787769317627 (2.1949930385826466) | > grad_norm_0: tensor(15.1710, device='cuda:0') (tensor(33.6711, device='cuda:0')) | > loss_gen: 3.005762815475464 (2.794802133164374) | > loss_kl: 1.958735704421997 (1.8112863598306195) | > loss_feat: 8.450039863586426 (8.45818674408533) | > loss_mel: 14.38601016998291 (14.110752892650034) | > loss_duration: 1.663822054862976 (1.7442546317390366) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.46436882019043 (28.91928280724419) | > grad_norm_1: tensor(577.6280, device='cuda:0') (tensor(864.6705, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8082 (0.8480978530216841) | > loader_time: 0.0108 (0.011020472236708094)  --> TIME: 2025-05-08 18:23:20 -- STEP: 662/725 -- GLOBAL_STEP: 66100 | > loss_disc: 2.1910367012023926 (2.1953174088296574) | > loss_disc_real_0: 0.12228498607873917 (0.1349948513183709) | > loss_disc_real_1: 0.22946211695671082 (0.19600121685925567) | > loss_disc_real_2: 0.20662498474121094 (0.19339895059334908) | > loss_disc_real_3: 0.18874488770961761 (0.1977783953855405) | > loss_disc_real_4: 0.18769288063049316 (0.1969597946030856) | > loss_disc_real_5: 0.20058071613311768 (0.19984996172506644) | > loss_0: 2.1910367012023926 (2.1953174088296574) | > grad_norm_0: tensor(16.7050, device='cuda:0') (tensor(33.3999, device='cuda:0')) | > loss_gen: 2.789494276046753 (2.7932323804434676) | > loss_kl: 1.923406720161438 (1.8123090380628304) | > loss_feat: 8.49383544921875 (8.45415245874412) | > loss_mel: 13.914931297302246 (14.103610498307338) | > loss_duration: 1.7503019571304321 (1.744752814762542) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.871967315673828 (28.908057215710777) | > grad_norm_1: tensor(720.8124, device='cuda:0') (tensor(857.8551, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8709 (0.8475181638654266) | > loader_time: 0.0118 (0.011044241870638103)  --> TIME: 2025-05-08 18:24:03 -- STEP: 712/725 -- GLOBAL_STEP: 66150 | > loss_disc: 2.1674342155456543 (2.1956200418847343) | > loss_disc_real_0: 0.18806082010269165 (0.13470705680737502) | > loss_disc_real_1: 0.22861802577972412 (0.19613763273515727) | > loss_disc_real_2: 0.1842915266752243 (0.19362503491090924) | > loss_disc_real_3: 0.1542062759399414 (0.19771432441272094) | > loss_disc_real_4: 0.21196496486663818 (0.19704635931032427) | > loss_disc_real_5: 0.19848041236400604 (0.19972989770970986) | > loss_0: 2.1674342155456543 (2.1956200418847343) | > grad_norm_0: tensor(55.1296, device='cuda:0') (tensor(33.7972, device='cuda:0')) | > loss_gen: 2.9624578952789307 (2.7945821854505617) | > loss_kl: 1.724226474761963 (1.8130667778883087) | > loss_feat: 7.942135334014893 (8.447935391008203) | > loss_mel: 14.227127075195312 (14.096818054659986) | > loss_duration: 1.7478652000427246 (1.7440519532125986) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.60381317138672 (28.89645439587282) | > grad_norm_1: tensor(712.2754, device='cuda:0') (tensor(852.8148, device='cuda:0')) | > current_lr_0: 0.00019932609573327815 | > current_lr_1: 0.00019932609573327815 | > step_time: 0.8357 (0.8479676407374693) | > loader_time: 0.0108 (0.011060979928863188)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.142277240753174 (2.142277240753174) | > loss_disc_real_0: 0.1186327114701271 (0.1186327114701271) | > loss_disc_real_1: 0.1524427980184555 (0.1524427980184555) | > loss_disc_real_2: 0.23137056827545166 (0.23137056827545166) | > loss_disc_real_3: 0.19979819655418396 (0.19979819655418396) | > loss_disc_real_4: 0.2577982246875763 (0.2577982246875763) | > loss_disc_real_5: 0.21097621321678162 (0.21097621321678162) | > loss_0: 2.142277240753174 (2.142277240753174) | > loss_gen: 2.884963274002075 (2.884963274002075) | > loss_kl: 2.033555269241333 (2.033555269241333) | > loss_feat: 8.832295417785645 (8.832295417785645) | > loss_mel: 15.681771278381348 (15.681771278381348) | > loss_duration: 1.7125113010406494 (1.7125113010406494) | > loss_1: 31.145097732543945 (31.145097732543945)  --> STEP: 1 | > loss_disc: 2.1912877559661865 (2.1912877559661865) | > loss_disc_real_0: 0.09760424494743347 (0.09760424494743347) | > loss_disc_real_1: 0.17722992599010468 (0.17722992599010468) | > loss_disc_real_2: 0.22487591207027435 (0.22487591207027435) | > loss_disc_real_3: 0.19707050919532776 (0.19707050919532776) | > loss_disc_real_4: 0.26870930194854736 (0.26870930194854736) | > loss_disc_real_5: 0.22545897960662842 (0.22545897960662842) | > loss_0: 2.1912877559661865 (2.1912877559661865) | > loss_gen: 2.7636191844940186 (2.7636191844940186) | > loss_kl: 2.067643404006958 (2.067643404006958) | > loss_feat: 8.23000431060791 (8.23000431060791) | > loss_mel: 15.071812629699707 (15.071812629699707) | > loss_duration: 1.791084885597229 (1.791084885597229) | > loss_1: 29.924163818359375 (29.924163818359375)  --> STEP: 2 | > loss_disc: 2.162271022796631 (2.1767793893814087) | > loss_disc_real_0: 0.11720920354127884 (0.10740672424435616) | > loss_disc_real_1: 0.15834654867649078 (0.16778823733329773) | > loss_disc_real_2: 0.22934579849243164 (0.227110855281353) | > loss_disc_real_3: 0.1995183676481247 (0.19829443842172623) | > loss_disc_real_4: 0.24116873741149902 (0.2549390196800232) | > loss_disc_real_5: 0.22561882436275482 (0.22553890198469162) | > loss_0: 2.162271022796631 (2.1767793893814087) | > loss_gen: 2.8455088138580322 (2.8045639991760254) | > loss_kl: 1.7753101587295532 (1.9214767813682556) | > loss_feat: 9.080097198486328 (8.65505075454712) | > loss_mel: 15.537032127380371 (15.304422378540039) | > loss_duration: 1.8307090997695923 (1.8108969926834106) | > loss_1: 31.06865882873535 (30.496411323547363)  --> STEP: 3 | > loss_disc: 2.324338912963867 (2.225965897242228) | > loss_disc_real_0: 0.12890200316905975 (0.11457181721925735) | > loss_disc_real_1: 0.1877758800983429 (0.17445078492164612) | > loss_disc_real_2: 0.22544296085834503 (0.22655489047368368) | > loss_disc_real_3: 0.20368021726608276 (0.20008969803651175) | > loss_disc_real_4: 0.2515644133090973 (0.25381415088971454) | > loss_disc_real_5: 0.23389685153961182 (0.228324885169665) | > loss_0: 2.324338912963867 (2.225965897242228) | > loss_gen: 2.5591800212860107 (2.722769339879354) | > loss_kl: 1.9277890920639038 (1.9235808849334717) | > loss_feat: 7.253436088562012 (8.187845865885416) | > loss_mel: 13.0518798828125 (14.553574879964193) | > loss_duration: 1.8170452117919922 (1.8129463990529378) | > loss_1: 26.609329223632812 (29.200717290242512)  --> STEP: 4 | > loss_disc: 2.1969621181488037 (2.218714952468872) | > loss_disc_real_0: 0.12478654831647873 (0.1171254999935627) | > loss_disc_real_1: 0.16611747443675995 (0.17236745730042458) | > loss_disc_real_2: 0.24185676872730255 (0.2303803600370884) | > loss_disc_real_3: 0.18674729764461517 (0.1967540979385376) | > loss_disc_real_4: 0.24673332273960114 (0.2520439438521862) | > loss_disc_real_5: 0.2736448347568512 (0.23965487256646156) | > loss_0: 2.1969621181488037 (2.218714952468872) | > loss_gen: 2.8810582160949707 (2.762341558933258) | > loss_kl: 1.9393364191055298 (1.9275197684764862) | > loss_feat: 8.318286895751953 (8.22045612335205) | > loss_mel: 15.124109268188477 (14.696208477020264) | > loss_duration: 1.7671383619308472 (1.8014943897724152) | > loss_1: 30.02992820739746 (29.40802001953125) --> EVAL PERFORMANCE | > avg_loader_time: 0.28009361028671265 (-0.003438293933868408) | > avg_loss_disc: 2.218714952468872 (+0.06798398494720459) | > avg_loss_disc_real_0: 0.1171254999935627 (-0.002170005813241005) | > avg_loss_disc_real_1: 0.17236745730042458 (+0.019438087940216064) | > avg_loss_disc_real_2: 0.2303803600370884 (+0.06476523727178574) | > avg_loss_disc_real_3: 0.1967540979385376 (-0.040284816175699234) | > avg_loss_disc_real_4: 0.2520439438521862 (+0.06717193871736526) | > avg_loss_disc_real_5: 0.23965487256646156 (+0.03387315198779106) | > avg_loss_0: 2.218714952468872 (+0.06798398494720459) | > avg_loss_gen: 2.762341558933258 (+0.19614022970199585) | > avg_loss_kl: 1.9275197684764862 (-0.03632649779319763) | > avg_loss_feat: 8.22045612335205 (-0.6279722452163696) | > avg_loss_mel: 14.696208477020264 (-0.7589173316955566) | > avg_loss_duration: 1.8014943897724152 (+0.01305803656578064) | > avg_loss_1: 29.40802001953125 (-1.2140188217163086)  > EPOCH: 28/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 18:24:21)   --> TIME: 2025-05-08 18:24:55 -- STEP: 37/725 -- GLOBAL_STEP: 66200 | > loss_disc: 2.037108898162842 (2.1796782081191606) | > loss_disc_real_0: 0.06901268661022186 (0.12582569770716331) | > loss_disc_real_1: 0.17407171428203583 (0.1969621858081302) | > loss_disc_real_2: 0.19936764240264893 (0.1931547252713023) | > loss_disc_real_3: 0.16355741024017334 (0.19777873077908079) | > loss_disc_real_4: 0.1782217025756836 (0.19727674408538923) | > loss_disc_real_5: 0.17480431497097015 (0.1981833806714496) | > loss_0: 2.037108898162842 (2.1796782081191606) | > grad_norm_0: tensor(34.8318, device='cuda:0') (tensor(31.9358, device='cuda:0')) | > loss_gen: 2.9837889671325684 (2.816042925860431) | > loss_kl: 1.6220320463180542 (1.8215806452003684) | > loss_feat: 10.409393310546875 (8.458698375805001) | > loss_mel: 15.73082447052002 (14.107273488431364) | > loss_duration: 1.7345151901245117 (1.7423700931909922) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.480552673339844 (28.945965534931904) | > grad_norm_1: tensor(1223.4790, device='cuda:0') (tensor(853.7643, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8585 (0.8542596069542138) | > loader_time: 0.0122 (0.01052621248606089)  --> TIME: 2025-05-08 18:25:38 -- STEP: 87/725 -- GLOBAL_STEP: 66250 | > loss_disc: 2.095634698867798 (2.19051506601531) | > loss_disc_real_0: 0.11675374209880829 (0.13148659579027663) | > loss_disc_real_1: 0.19400371611118317 (0.19703903691522007) | > loss_disc_real_2: 0.15834641456604004 (0.1934957478580804) | > loss_disc_real_3: 0.18136805295944214 (0.1976622048465685) | > loss_disc_real_4: 0.19253237545490265 (0.1969542275557573) | > loss_disc_real_5: 0.18323436379432678 (0.19913923123787186) | > loss_0: 2.095634698867798 (2.19051506601531) | > grad_norm_0: tensor(35.9619, device='cuda:0') (tensor(32.7831, device='cuda:0')) | > loss_gen: 2.740487575531006 (2.7994240426469124) | > loss_kl: 1.8453556299209595 (1.825043471380212) | > loss_feat: 9.083684921264648 (8.43218106236951) | > loss_mel: 15.08657169342041 (14.011121486795359) | > loss_duration: 1.7213249206542969 (1.7467078833744443) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.477426528930664 (28.814478030149964) | > grad_norm_1: tensor(1280.4531, device='cuda:0') (tensor(857.1261, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8272 (0.8521400895611994) | > loader_time: 0.0097 (0.010547051484557403)  --> TIME: 2025-05-08 18:26:22 -- STEP: 137/725 -- GLOBAL_STEP: 66300 | > loss_disc: 2.121840476989746 (2.1840343953919232) | > loss_disc_real_0: 0.06310522556304932 (0.13033379443044207) | > loss_disc_real_1: 0.18391633033752441 (0.19665412126231369) | > loss_disc_real_2: 0.15925590693950653 (0.1931659078946079) | > loss_disc_real_3: 0.16807423532009125 (0.19690773184717136) | > loss_disc_real_4: 0.19926007091999054 (0.19684095789481257) | > loss_disc_real_5: 0.17792274057865143 (0.19775320469898028) | > loss_0: 2.121840476989746 (2.1840343953919232) | > grad_norm_0: tensor(18.0360, device='cuda:0') (tensor(33.7167, device='cuda:0')) | > loss_gen: 2.8621666431427 (2.82084498266234) | > loss_kl: 1.7102069854736328 (1.8251527852385583) | > loss_feat: 9.282524108886719 (8.528295823257334) | > loss_mel: 15.05567741394043 (14.079603118618039) | > loss_duration: 1.7468552589416504 (1.7458487453251859) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.65743064880371 (28.999745515141175) | > grad_norm_1: tensor(652.5954, device='cuda:0') (tensor(818.7388, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8192 (0.8550428334813919) | > loader_time: 0.0094 (0.010513368314200078)  --> TIME: 2025-05-08 18:27:05 -- STEP: 187/725 -- GLOBAL_STEP: 66350 | > loss_disc: 2.235658884048462 (2.1956602487972052) | > loss_disc_real_0: 0.11523173749446869 (0.13431782345162976) | > loss_disc_real_1: 0.20235846936702728 (0.197174597232737) | > loss_disc_real_2: 0.19954514503479004 (0.19419819945320088) | > loss_disc_real_3: 0.2164914608001709 (0.19674388729633493) | > loss_disc_real_4: 0.18685051798820496 (0.19716820997350357) | > loss_disc_real_5: 0.1631038933992386 (0.19929968784837163) | > loss_0: 2.235658884048462 (2.1956602487972052) | > grad_norm_0: tensor(21.1346, device='cuda:0') (tensor(31.5145, device='cuda:0')) | > loss_gen: 2.740426778793335 (2.797894614265564) | > loss_kl: 1.910851240158081 (1.8170487479092603) | > loss_feat: 9.05009937286377 (8.503187164265839) | > loss_mel: 15.360471725463867 (14.131035825147986) | > loss_duration: 1.7861934900283813 (1.7467701384090484) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.84804344177246 (28.99593656203326) | > grad_norm_1: tensor(1437.7303, device='cuda:0') (tensor(812.6663, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8701 (0.852742712765454) | > loader_time: 0.0114 (0.010572458970992966)  --> TIME: 2025-05-08 18:27:48 -- STEP: 237/725 -- GLOBAL_STEP: 66400 | > loss_disc: 2.020035743713379 (2.198779734881114) | > loss_disc_real_0: 0.15472902357578278 (0.13586147715836625) | > loss_disc_real_1: 0.19079211354255676 (0.19753025667073856) | > loss_disc_real_2: 0.17585110664367676 (0.19440242843034397) | > loss_disc_real_3: 0.1932910680770874 (0.1971915681779636) | > loss_disc_real_4: 0.18625426292419434 (0.19745535676992393) | > loss_disc_real_5: 0.26483675837516785 (0.19958563130113144) | > loss_0: 2.020035743713379 (2.198779734881114) | > grad_norm_0: tensor(58.6659, device='cuda:0') (tensor(33.1186, device='cuda:0')) | > loss_gen: 3.2500534057617188 (2.7973696893780544) | > loss_kl: 2.0964267253875732 (1.8180157333486693) | > loss_feat: 10.169312477111816 (8.508281526686265) | > loss_mel: 16.722415924072266 (14.166283249352048) | > loss_duration: 1.7231093645095825 (1.745533228423525) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.96131896972656 (29.035483517224275) | > grad_norm_1: tensor(676.7364, device='cuda:0') (tensor(819.8843, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8094 (0.8518792506511704) | > loader_time: 0.0113 (0.010635554036007655)  --> TIME: 2025-05-08 18:28:31 -- STEP: 287/725 -- GLOBAL_STEP: 66450 | > loss_disc: 2.488480567932129 (2.204308508165206) | > loss_disc_real_0: 0.18125244975090027 (0.13758667741451103) | > loss_disc_real_1: 0.21894386410713196 (0.19731627243736483) | > loss_disc_real_2: 0.2313223034143448 (0.1939509690119414) | > loss_disc_real_3: 0.2259863168001175 (0.19774040636908305) | > loss_disc_real_4: 0.20815213024616241 (0.19741930514054848) | > loss_disc_real_5: 0.18941310048103333 (0.20052713010369277) | > loss_0: 2.488480567932129 (2.204308508165206) | > grad_norm_0: tensor(30.5046, device='cuda:0') (tensor(33.3591, device='cuda:0')) | > loss_gen: 2.326476573944092 (2.788806063788278) | > loss_kl: 1.75229012966156 (1.819072985898327) | > loss_feat: 5.673833847045898 (8.4938845684304) | > loss_mel: 10.188618659973145 (14.17295294107045) | > loss_duration: 1.7879505157470703 (1.746700145226322) | > amp_scaler: 128.0 (128.0) | > loss_1: 21.729169845581055 (29.021416773779478) | > grad_norm_1: tensor(783.1835, device='cuda:0') (tensor(825.0311, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8075 (0.8492687296784298) | > loader_time: 0.0121 (0.01072971330702513)  --> TIME: 2025-05-08 18:29:14 -- STEP: 337/725 -- GLOBAL_STEP: 66500 | > loss_disc: 2.040726661682129 (2.2013090933819544) | > loss_disc_real_0: 0.08681053668260574 (0.13623141465316188) | > loss_disc_real_1: 0.19676083326339722 (0.19750801361102388) | > loss_disc_real_2: 0.17842064797878265 (0.19386911493911224) | > loss_disc_real_3: 0.18899355828762054 (0.19748334652945973) | > loss_disc_real_4: 0.1721547693014145 (0.197260491483643) | > loss_disc_real_5: 0.28004494309425354 (0.20012453233806599) | > loss_0: 2.040726661682129 (2.2013090933819544) | > grad_norm_0: tensor(32.6524, device='cuda:0') (tensor(32.3580, device='cuda:0')) | > loss_gen: 3.3335037231445312 (2.7928568361774744) | > loss_kl: 1.7224807739257812 (1.8167842637183758) | > loss_feat: 10.521285057067871 (8.487947079123657) | > loss_mel: 15.949965476989746 (14.16508056855697) | > loss_duration: 1.7265044450759888 (1.7462220552767058) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.25373840332031 (29.00889089340981) | > grad_norm_1: tensor(480.2850, device='cuda:0') (tensor(814.9277, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8639 (0.8483256246640349) | > loader_time: 0.0109 (0.010780615339647064)  --> TIME: 2025-05-08 18:29:57 -- STEP: 387/725 -- GLOBAL_STEP: 66550 | > loss_disc: 2.1657705307006836 (2.204447364622309) | > loss_disc_real_0: 0.1582876592874527 (0.13530740269895378) | > loss_disc_real_1: 0.18105220794677734 (0.19803731975167305) | > loss_disc_real_2: 0.1947181522846222 (0.1942393139043211) | > loss_disc_real_3: 0.18328680098056793 (0.19791167862809597) | > loss_disc_real_4: 0.1830492466688156 (0.19794965090677713) | > loss_disc_real_5: 0.19864358007907867 (0.2007349631737061) | > loss_0: 2.1657705307006836 (2.204447364622309) | > grad_norm_0: tensor(52.3628, device='cuda:0') (tensor(31.8508, device='cuda:0')) | > loss_gen: 2.808088541030884 (2.788840904408338) | > loss_kl: 1.729957103729248 (1.8175004304841507) | > loss_feat: 8.474270820617676 (8.468392177453651) | > loss_mel: 13.618025779724121 (14.131516414711333) | > loss_duration: 1.819136142730713 (1.7466551847852163) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.449478149414062 (28.952905216266338) | > grad_norm_1: tensor(851.9758, device='cuda:0') (tensor(819.3912, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8516 (0.8480593763888652) | > loader_time: 0.0108 (0.010799439994555732)  --> TIME: 2025-05-08 18:30:40 -- STEP: 437/725 -- GLOBAL_STEP: 66600 | > loss_disc: 2.1676647663116455 (2.2054080335717456) | > loss_disc_real_0: 0.15985044836997986 (0.1363201924009375) | > loss_disc_real_1: 0.18224550783634186 (0.19790750172509214) | > loss_disc_real_2: 0.17833450436592102 (0.1944114250094721) | > loss_disc_real_3: 0.17786546051502228 (0.19801300337849273) | > loss_disc_real_4: 0.15215462446212769 (0.1973199395279589) | > loss_disc_real_5: 0.20248432457447052 (0.20078891024709566) | > loss_0: 2.1676647663116455 (2.2054080335717456) | > grad_norm_0: tensor(21.4283, device='cuda:0') (tensor(30.9065, device='cuda:0')) | > loss_gen: 2.7900702953338623 (2.783689882989878) | > loss_kl: 1.7658284902572632 (1.8145656918497326) | > loss_feat: 9.082253456115723 (8.446060012625347) | > loss_mel: 15.699434280395508 (14.112953875648621) | > loss_duration: 1.7148354053497314 (1.7462367714133356) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.05242156982422 (28.903506337914376) | > grad_norm_1: tensor(765.7922, device='cuda:0') (tensor(800.4240, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8787 (0.8471852570976763) | > loader_time: 0.0139 (0.010817377190840876)  --> TIME: 2025-05-08 18:31:22 -- STEP: 487/725 -- GLOBAL_STEP: 66650 | > loss_disc: 1.9990184307098389 (2.206321466140434) | > loss_disc_real_0: 0.08436211943626404 (0.13734937423277957) | > loss_disc_real_1: 0.175744891166687 (0.19760783598041148) | > loss_disc_real_2: 0.19589591026306152 (0.19435650183679626) | > loss_disc_real_3: 0.15442727506160736 (0.19799956061267265) | > loss_disc_real_4: 0.1800052970647812 (0.1975175825538576) | > loss_disc_real_5: 0.17729146778583527 (0.2009751607933573) | > loss_0: 1.9990184307098389 (2.206321466140434) | > grad_norm_0: tensor(42.9776, device='cuda:0') (tensor(31.3797, device='cuda:0')) | > loss_gen: 2.9048075675964355 (2.782535888820702) | > loss_kl: 1.869018793106079 (1.816376786212412) | > loss_feat: 9.02103328704834 (8.426243032028546) | > loss_mel: 14.404704093933105 (14.097756430843283) | > loss_duration: 1.759494662284851 (1.7475159432608973) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.95905876159668 (28.870428183240332) | > grad_norm_1: tensor(890.7042, device='cuda:0') (tensor(801.8097, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8015 (0.8466234902336857) | > loader_time: 0.0103 (0.010809398529710714)  --> TIME: 2025-05-08 18:32:05 -- STEP: 537/725 -- GLOBAL_STEP: 66700 | > loss_disc: 2.1697700023651123 (2.202464684649775) | > loss_disc_real_0: 0.07328634709119797 (0.135658920026303) | > loss_disc_real_1: 0.2111883908510208 (0.197389089195422) | > loss_disc_real_2: 0.2088870257139206 (0.19408677218679604) | > loss_disc_real_3: 0.2098771035671234 (0.19818890694133395) | > loss_disc_real_4: 0.20215614140033722 (0.19739529901154654) | > loss_disc_real_5: 0.20067214965820312 (0.20063580261817412) | > loss_0: 2.1697700023651123 (2.202464684649775) | > grad_norm_0: tensor(17.1542, device='cuda:0') (tensor(31.1270, device='cuda:0')) | > loss_gen: 2.855550765991211 (2.7882134652448536) | > loss_kl: 1.6861004829406738 (1.8155976798059332) | > loss_feat: 8.673768043518066 (8.442103195900804) | > loss_mel: 13.657594680786133 (14.091214787360677) | > loss_duration: 1.7704895734786987 (1.7484096381917342) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.643503189086914 (28.885538875501698) | > grad_norm_1: tensor(705.7086, device='cuda:0') (tensor(786.2775, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8339 (0.8461391046726504) | > loader_time: 0.0095 (0.010798601686843505)  --> TIME: 2025-05-08 18:32:48 -- STEP: 587/725 -- GLOBAL_STEP: 66750 | > loss_disc: 2.2466862201690674 (2.199582411645829) | > loss_disc_real_0: 0.11945680528879166 (0.13493172449315238) | > loss_disc_real_1: 0.22820942103862762 (0.19724800334878437) | > loss_disc_real_2: 0.1891355961561203 (0.19383355916764913) | > loss_disc_real_3: 0.1817059963941574 (0.19826060122281974) | > loss_disc_real_4: 0.20886512100696564 (0.19722826943893035) | > loss_disc_real_5: 0.2000333070755005 (0.20043893475751856) | > loss_0: 2.2466862201690674 (2.199582411645829) | > grad_norm_0: tensor(17.3712, device='cuda:0') (tensor(30.8785, device='cuda:0')) | > loss_gen: 2.643787384033203 (2.792088411938798) | > loss_kl: 1.770803689956665 (1.8161515622975677) | > loss_feat: 7.423192501068115 (8.468647761889176) | > loss_mel: 12.579116821289062 (14.110510813113574) | > loss_duration: 1.720649003982544 (1.7488855572331696) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.137550354003906 (28.936284232586374) | > grad_norm_1: tensor(905.3713, device='cuda:0') (tensor(785.0980, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8487 (0.8455805733825321) | > loader_time: 0.0104 (0.01077110072823156)  --> TIME: 2025-05-08 18:33:31 -- STEP: 637/725 -- GLOBAL_STEP: 66800 | > loss_disc: 2.147799491882324 (2.197441202692186) | > loss_disc_real_0: 0.11147955060005188 (0.13409218972832487) | > loss_disc_real_1: 0.21938998997211456 (0.19724354463712762) | > loss_disc_real_2: 0.17933939397335052 (0.19389492745863587) | > loss_disc_real_3: 0.2021346241235733 (0.1982903457838849) | > loss_disc_real_4: 0.1784091591835022 (0.1972568445434) | > loss_disc_real_5: 0.20990543067455292 (0.20021513415561923) | > loss_0: 2.147799491882324 (2.197441202692186) | > grad_norm_0: tensor(15.5463, device='cuda:0') (tensor(30.8679, device='cuda:0')) | > loss_gen: 2.714554786682129 (2.794211578893136) | > loss_kl: 1.7766320705413818 (1.8167107898736112) | > loss_feat: 8.549229621887207 (8.47914126604281) | > loss_mel: 14.165185928344727 (14.122773243830753) | > loss_duration: 1.7328920364379883 (1.7488381651170206) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.938491821289062 (28.961675146872437) | > grad_norm_1: tensor(918.6265, device='cuda:0') (tensor(781.9777, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8377 (0.8458804358118559) | > loader_time: 0.0113 (0.01073729748628579)  --> TIME: 2025-05-08 18:34:14 -- STEP: 687/725 -- GLOBAL_STEP: 66850 | > loss_disc: 2.1992735862731934 (2.197100051452327) | > loss_disc_real_0: 0.13407698273658752 (0.133382912285984) | > loss_disc_real_1: 0.19040368497371674 (0.1972229262540087) | > loss_disc_real_2: 0.1705392301082611 (0.19391565161500957) | > loss_disc_real_3: 0.16421234607696533 (0.19850658099377164) | > loss_disc_real_4: 0.17850826680660248 (0.19739180291410427) | > loss_disc_real_5: 0.2025768756866455 (0.20012180340168595) | > loss_0: 2.1992735862731934 (2.197100051452327) | > grad_norm_0: tensor(39.1073, device='cuda:0') (tensor(30.7855, device='cuda:0')) | > loss_gen: 2.6601314544677734 (2.796294227958245) | > loss_kl: 1.7409181594848633 (1.816826450425638) | > loss_feat: 8.901997566223145 (8.482064277671133) | > loss_mel: 14.772133827209473 (14.127001034987892) | > loss_duration: 1.7598000764846802 (1.7489230169479497) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.83498191833496 (28.971109120953383) | > grad_norm_1: tensor(388.3122, device='cuda:0') (tensor(777.4886, device='cuda:0')) | > current_lr_0: 0.0001993011799713115 | > current_lr_1: 0.0001993011799713115 | > step_time: 0.8624 (0.844886595505294) | > loader_time: 0.0123 (0.010789134443413579)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1591901779174805 (2.1591901779174805) | > loss_disc_real_0: 0.10213179886341095 (0.10213179886341095) | > loss_disc_real_1: 0.18841049075126648 (0.18841049075126648) | > loss_disc_real_2: 0.1513853818178177 (0.1513853818178177) | > loss_disc_real_3: 0.20187264680862427 (0.20187264680862427) | > loss_disc_real_4: 0.2354411631822586 (0.2354411631822586) | > loss_disc_real_5: 0.2200799435377121 (0.2200799435377121) | > loss_0: 2.1591901779174805 (2.1591901779174805) | > loss_gen: 2.660374641418457 (2.660374641418457) | > loss_kl: 2.059812068939209 (2.059812068939209) | > loss_feat: 8.812482833862305 (8.812482833862305) | > loss_mel: 15.828932762145996 (15.828932762145996) | > loss_duration: 1.713966727256775 (1.713966727256775) | > loss_1: 31.07556915283203 (31.07556915283203)  --> STEP: 1 | > loss_disc: 2.166632652282715 (2.166632652282715) | > loss_disc_real_0: 0.11318928003311157 (0.11318928003311157) | > loss_disc_real_1: 0.17781202495098114 (0.17781202495098114) | > loss_disc_real_2: 0.14881233870983124 (0.14881233870983124) | > loss_disc_real_3: 0.19374123215675354 (0.19374123215675354) | > loss_disc_real_4: 0.21677786111831665 (0.21677786111831665) | > loss_disc_real_5: 0.21206463873386383 (0.21206463873386383) | > loss_0: 2.166632652282715 (2.166632652282715) | > loss_gen: 2.5556366443634033 (2.5556366443634033) | > loss_kl: 1.9926691055297852 (1.9926691055297852) | > loss_feat: 8.2594633102417 (8.2594633102417) | > loss_mel: 14.703211784362793 (14.703211784362793) | > loss_duration: 1.7980597019195557 (1.7980597019195557) | > loss_1: 29.30904197692871 (29.30904197692871)  --> STEP: 2 | > loss_disc: 2.1585259437561035 (2.162579298019409) | > loss_disc_real_0: 0.12189171463251114 (0.11754049733281136) | > loss_disc_real_1: 0.1775434911251068 (0.17767775803804398) | > loss_disc_real_2: 0.1444752812385559 (0.14664380997419357) | > loss_disc_real_3: 0.1907937377691269 (0.19226748496294022) | > loss_disc_real_4: 0.2295578122138977 (0.22316783666610718) | > loss_disc_real_5: 0.2288830727338791 (0.22047385573387146) | > loss_0: 2.1585259437561035 (2.162579298019409) | > loss_gen: 2.6294445991516113 (2.5925406217575073) | > loss_kl: 1.855080008506775 (1.92387455701828) | > loss_feat: 8.382319450378418 (8.320891380310059) | > loss_mel: 14.904363632202148 (14.80378770828247) | > loss_duration: 1.8398841619491577 (1.8189719319343567) | > loss_1: 29.6110897064209 (29.460065841674805)  --> STEP: 3 | > loss_disc: 2.316983222961426 (2.2140472730000815) | > loss_disc_real_0: 0.11903104186058044 (0.11803734550873439) | > loss_disc_real_1: 0.19715332984924316 (0.1841696153084437) | > loss_disc_real_2: 0.16212107241153717 (0.1518028974533081) | > loss_disc_real_3: 0.19687239825725555 (0.19380245606104532) | > loss_disc_real_4: 0.21579845249652863 (0.22071137527624765) | > loss_disc_real_5: 0.22842776775360107 (0.223125159740448) | > loss_0: 2.316983222961426 (2.2140472730000815) | > loss_gen: 2.36942458152771 (2.5181686083475747) | > loss_kl: 1.817671775817871 (1.888473629951477) | > loss_feat: 7.523708820343018 (8.055163860321045) | > loss_mel: 13.251328468322754 (14.286301294962565) | > loss_duration: 1.8211913108825684 (1.819711724917094) | > loss_1: 26.7833251953125 (28.567818959554035)  --> STEP: 4 | > loss_disc: 2.32658052444458 (2.242180585861206) | > loss_disc_real_0: 0.12726297974586487 (0.120343754068017) | > loss_disc_real_1: 0.19429130852222443 (0.18670003861188889) | > loss_disc_real_2: 0.15853087604045868 (0.15348489210009575) | > loss_disc_real_3: 0.22775937616825104 (0.20229168608784676) | > loss_disc_real_4: 0.24178864061832428 (0.22598069161176682) | > loss_disc_real_5: 0.22671164572238922 (0.2240217812359333) | > loss_0: 2.32658052444458 (2.242180585861206) | > loss_gen: 2.4741878509521484 (2.5071734189987183) | > loss_kl: 1.8206589221954346 (1.8715199530124664) | > loss_feat: 7.011439323425293 (7.794232726097107) | > loss_mel: 13.246993064880371 (14.026474237442017) | > loss_duration: 1.7560062408447266 (1.803785353899002) | > loss_1: 26.309284210205078 (28.003185272216797) --> EVAL PERFORMANCE | > avg_loader_time: 0.2808193564414978 (+0.0007257461547851562) | > avg_loss_disc: 2.242180585861206 (+0.023465633392333984) | > avg_loss_disc_real_0: 0.120343754068017 (+0.0032182540744543076) | > avg_loss_disc_real_1: 0.18670003861188889 (+0.01433258131146431) | > avg_loss_disc_real_2: 0.15348489210009575 (-0.07689546793699265) | > avg_loss_disc_real_3: 0.20229168608784676 (+0.005537588149309158) | > avg_loss_disc_real_4: 0.22598069161176682 (-0.026063252240419388) | > avg_loss_disc_real_5: 0.2240217812359333 (-0.01563309133052826) | > avg_loss_0: 2.242180585861206 (+0.023465633392333984) | > avg_loss_gen: 2.5071734189987183 (-0.2551681399345398) | > avg_loss_kl: 1.8715199530124664 (-0.055999815464019775) | > avg_loss_feat: 7.794232726097107 (-0.42622339725494385) | > avg_loss_mel: 14.026474237442017 (-0.6697342395782471) | > avg_loss_duration: 1.803785353899002 (+0.002290964126586914) | > avg_loss_1: 28.003185272216797 (-1.4048347473144531)  > EPOCH: 29/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 18:34:53)   --> TIME: 2025-05-08 18:35:05 -- STEP: 12/725 -- GLOBAL_STEP: 66900 | > loss_disc: 2.1401748657226562 (2.1920424699783325) | > loss_disc_real_0: 0.08948026597499847 (0.1398531757295132) | > loss_disc_real_1: 0.2340995818376541 (0.19604328150550523) | > loss_disc_real_2: 0.1991519331932068 (0.19516668965419134) | > loss_disc_real_3: 0.21183887124061584 (0.20052225142717361) | > loss_disc_real_4: 0.19660355150699615 (0.19341064244508743) | > loss_disc_real_5: 0.15801140666007996 (0.2011037195722262) | > loss_0: 2.1401748657226562 (2.1920424699783325) | > grad_norm_0: tensor(45.0393, device='cuda:0') (tensor(28.9107, device='cuda:0')) | > loss_gen: 3.033724546432495 (2.7752917210261026) | > loss_kl: 1.7528210878372192 (1.8023341695467632) | > loss_feat: 9.714012145996094 (8.265190720558168) | > loss_mel: 15.839191436767578 (14.117183605829874) | > loss_duration: 1.7839338779449463 (1.7557426989078522) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.12368392944336 (28.71574322382609) | > grad_norm_1: tensor(1190.6631, device='cuda:0') (tensor(1007.2446, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8364 (0.8302873373031616) | > loader_time: 0.0095 (0.010848820209503174)  --> TIME: 2025-05-08 18:35:49 -- STEP: 62/725 -- GLOBAL_STEP: 66950 | > loss_disc: 2.126894235610962 (2.19826651580872) | > loss_disc_real_0: 0.10809361934661865 (0.1322599841702369) | > loss_disc_real_1: 0.1952747255563736 (0.19543529109608743) | > loss_disc_real_2: 0.21311752498149872 (0.19607624003002722) | > loss_disc_real_3: 0.21984313428401947 (0.20066008861026458) | > loss_disc_real_4: 0.19673174619674683 (0.19701364396079893) | > loss_disc_real_5: 0.21632100641727448 (0.20287418341444385) | > loss_0: 2.126894235610962 (2.19826651580872) | > grad_norm_0: tensor(12.3822, device='cuda:0') (tensor(32.4887, device='cuda:0')) | > loss_gen: 2.9263830184936523 (2.804600980974013) | > loss_kl: 1.7337406873703003 (1.7759788593938273) | > loss_feat: 8.246331214904785 (8.33686038755601) | > loss_mel: 14.698376655578613 (13.867178270893712) | > loss_duration: 1.7964445352554321 (1.7467561191128147) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.401275634765625 (28.531374839044386) | > grad_norm_1: tensor(592.8513, device='cuda:0') (tensor(769.2430, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8607 (0.848284209928205) | > loader_time: 0.0101 (0.010882819852521342)  --> TIME: 2025-05-08 18:36:33 -- STEP: 112/725 -- GLOBAL_STEP: 67000 | > loss_disc: 2.074047327041626 (2.187602307115281) | > loss_disc_real_0: 0.07148856669664383 (0.13109688973054293) | > loss_disc_real_1: 0.18503659963607788 (0.194269275026662) | > loss_disc_real_2: 0.18423983454704285 (0.1925013574904629) | > loss_disc_real_3: 0.17791667580604553 (0.19951352463769062) | > loss_disc_real_4: 0.14911863207817078 (0.1964009984263352) | > loss_disc_real_5: 0.1998191773891449 (0.20062659148659026) | > loss_0: 2.074047327041626 (2.187602307115281) | > grad_norm_0: tensor(30.0051, device='cuda:0') (tensor(31.6770, device='cuda:0')) | > loss_gen: 2.8845391273498535 (2.809632505689349) | > loss_kl: 1.701578974723816 (1.7665615997144155) | > loss_feat: 9.7460298538208 (8.44205451437405) | > loss_mel: 15.401289939880371 (14.081162367548261) | > loss_duration: 1.767895221710205 (1.7522792528782571) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.501333236694336 (28.851690411567688) | > grad_norm_1: tensor(919.7546, device='cuda:0') (tensor(761.2200, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.813 (0.854383225951876) | > loader_time: 0.012 (0.010844268969127113) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_67000.pth  --> TIME: 2025-05-08 18:37:19 -- STEP: 162/725 -- GLOBAL_STEP: 67050 | > loss_disc: 2.2938504219055176 (2.1838791399826234) | > loss_disc_real_0: 0.2173839509487152 (0.13191685926767044) | > loss_disc_real_1: 0.1829718053340912 (0.1937850679696342) | > loss_disc_real_2: 0.18618819117546082 (0.19229501522617576) | > loss_disc_real_3: 0.17839811742305756 (0.19798098182604637) | > loss_disc_real_4: 0.18217414617538452 (0.1966044739072706) | > loss_disc_real_5: 0.19822455942630768 (0.19936296748526303) | > loss_0: 2.2938504219055176 (2.1838791399826234) | > grad_norm_0: tensor(97.1477, device='cuda:0') (tensor(31.8482, device='cuda:0')) | > loss_gen: 2.7394425868988037 (2.8181815206268688) | > loss_kl: 1.7414507865905762 (1.7763608083312894) | > loss_feat: 8.074037551879883 (8.526169694500204) | > loss_mel: 14.569950103759766 (14.159828798270519) | > loss_duration: 1.7172530889511108 (1.7553279892897897) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.842134475708008 (29.035868915510765) | > grad_norm_1: tensor(1090.6892, device='cuda:0') (tensor(819.0439, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8359 (0.8557675179140067) | > loader_time: 0.0099 (0.011013291500232836)  --> TIME: 2025-05-08 18:38:02 -- STEP: 212/725 -- GLOBAL_STEP: 67100 | > loss_disc: 2.2217769622802734 (2.194598963238158) | > loss_disc_real_0: 0.17304086685180664 (0.13537460576110305) | > loss_disc_real_1: 0.2240767478942871 (0.19439239357158822) | > loss_disc_real_2: 0.2121698558330536 (0.19284391923333113) | > loss_disc_real_3: 0.20097385346889496 (0.19881693547907867) | > loss_disc_real_4: 0.21061445772647858 (0.19699256670362547) | > loss_disc_real_5: 0.17674511671066284 (0.19997511544036414) | > loss_0: 2.2217769622802734 (2.194598963238158) | > grad_norm_0: tensor(15.0762, device='cuda:0') (tensor(30.6893, device='cuda:0')) | > loss_gen: 2.752871513366699 (2.7979750689470544) | > loss_kl: 1.6325846910476685 (1.7805159834195983) | > loss_feat: 8.398123741149902 (8.474568623416825) | > loss_mel: 13.585235595703125 (14.097259170604202) | > loss_duration: 1.7503291368484497 (1.7543570612961388) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.1191463470459 (28.904675996528482) | > grad_norm_1: tensor(734.7494, device='cuda:0') (tensor(795.7918, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8526 (0.8562924816923322) | > loader_time: 0.0121 (0.011134759435113871)  --> TIME: 2025-05-08 18:38:45 -- STEP: 262/725 -- GLOBAL_STEP: 67150 | > loss_disc: 2.3121938705444336 (2.208590719991058) | > loss_disc_real_0: 0.15938611328601837 (0.1401417239476707) | > loss_disc_real_1: 0.2235676497220993 (0.19492855941066306) | > loss_disc_real_2: 0.18713213503360748 (0.19345227714258295) | > loss_disc_real_3: 0.1937960535287857 (0.1988384754375647) | > loss_disc_real_4: 0.22215063869953156 (0.19728927666904364) | > loss_disc_real_5: 0.25165852904319763 (0.2027346904723699) | > loss_0: 2.3121938705444336 (2.208590719991058) | > grad_norm_0: tensor(11.3070, device='cuda:0') (tensor(30.3864, device='cuda:0')) | > loss_gen: 2.610818862915039 (2.7809149418168397) | > loss_kl: 1.852403998374939 (1.7846324057069443) | > loss_feat: 7.0347819328308105 (8.417996330115628) | > loss_mel: 12.519554138183594 (14.106551166709142) | > loss_duration: 1.716815710067749 (1.754253569450087) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.734375 (28.844348448833436) | > grad_norm_1: tensor(479.4205, device='cuda:0') (tensor(772.3276, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8959 (0.8545428550880374) | > loader_time: 0.0102 (0.011219167527351671)  --> TIME: 2025-05-08 18:39:30 -- STEP: 312/725 -- GLOBAL_STEP: 67200 | > loss_disc: 2.175372362136841 (2.2081997138567466) | > loss_disc_real_0: 0.0889245867729187 (0.13985622714822887) | > loss_disc_real_1: 0.17566058039665222 (0.19513653782315746) | > loss_disc_real_2: 0.1902950555086136 (0.19367313857835072) | > loss_disc_real_3: 0.19917452335357666 (0.19845353883619496) | > loss_disc_real_4: 0.19673654437065125 (0.19681849889457234) | > loss_disc_real_5: 0.15351028740406036 (0.20268276066352164) | > loss_0: 2.175372362136841 (2.2081997138567466) | > grad_norm_0: tensor(37.6005, device='cuda:0') (tensor(29.1444, device='cuda:0')) | > loss_gen: 2.818232297897339 (2.7793687016536017) | > loss_kl: 1.732947587966919 (1.7851042969104571) | > loss_feat: 8.567007064819336 (8.412330557138485) | > loss_mel: 13.841346740722656 (14.093398656600561) | > loss_duration: 1.7422771453857422 (1.7529019499436402) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.70180892944336 (28.823104210388973) | > grad_norm_1: tensor(934.5552, device='cuda:0') (tensor(744.9614, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8165 (0.8564847914072183) | > loader_time: 0.011 (0.011248609194388757)  --> TIME: 2025-05-08 18:40:13 -- STEP: 362/725 -- GLOBAL_STEP: 67250 | > loss_disc: 2.0240280628204346 (2.2093145027345074) | > loss_disc_real_0: 0.14507392048835754 (0.14093239677462802) | > loss_disc_real_1: 0.1938980668783188 (0.19518494009148357) | > loss_disc_real_2: 0.17605575919151306 (0.19339127110018914) | > loss_disc_real_3: 0.20906999707221985 (0.19833420970327947) | > loss_disc_real_4: 0.17913569509983063 (0.19677553502894254) | > loss_disc_real_5: 0.1774318814277649 (0.2028752641947889) | > loss_0: 2.0240280628204346 (2.2093145027345074) | > grad_norm_0: tensor(32.6450, device='cuda:0') (tensor(29.3392, device='cuda:0')) | > loss_gen: 3.1091723442077637 (2.773489344185887) | > loss_kl: 1.7403013706207275 (1.7846201915108697) | > loss_feat: 9.976436614990234 (8.400026416251668) | > loss_mel: 15.892449378967285 (14.079918313421597) | > loss_duration: 1.6990922689437866 (1.7516358761497623) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.41745376586914 (28.78969020211236) | > grad_norm_1: tensor(738.7238, device='cuda:0') (tensor(759.7116, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8488 (0.8556348296160198) | > loader_time: 0.0098 (0.011205811526893901)  --> TIME: 2025-05-08 18:40:56 -- STEP: 412/725 -- GLOBAL_STEP: 67300 | > loss_disc: 2.3723533153533936 (2.208891593426178) | > loss_disc_real_0: 0.14140500128269196 (0.14094166918793352) | > loss_disc_real_1: 0.1958312690258026 (0.19517906491183548) | > loss_disc_real_2: 0.21046333014965057 (0.19319478860034525) | > loss_disc_real_3: 0.22986295819282532 (0.19827314213062952) | > loss_disc_real_4: 0.2151183784008026 (0.19687294421120768) | > loss_disc_real_5: 0.20972149074077606 (0.2028332929877402) | > loss_0: 2.3723533153533936 (2.208891593426178) | > grad_norm_0: tensor(12.7798, device='cuda:0') (tensor(29.6434, device='cuda:0')) | > loss_gen: 2.4589755535125732 (2.7753901163351196) | > loss_kl: 1.9293897151947021 (1.7884406919039568) | > loss_feat: 7.905509948730469 (8.413808911749463) | > loss_mel: 13.761632919311523 (14.101253129903553) | > loss_duration: 1.7508894205093384 (1.7517421083542908) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.806396484375 (28.83063500135848) | > grad_norm_1: tensor(455.0421, device='cuda:0') (tensor(738.8599, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8604 (0.8546181043374885) | > loader_time: 0.0112 (0.011173805565509972)  --> TIME: 2025-05-08 18:41:39 -- STEP: 462/725 -- GLOBAL_STEP: 67350 | > loss_disc: 2.132159471511841 (2.2106856063846916) | > loss_disc_real_0: 0.10509299486875534 (0.14172143413326443) | > loss_disc_real_1: 0.20057332515716553 (0.19524008490435496) | > loss_disc_real_2: 0.18569886684417725 (0.1931669960741873) | > loss_disc_real_3: 0.21017545461654663 (0.19824871846607753) | > loss_disc_real_4: 0.18404951691627502 (0.1969012192317419) | > loss_disc_real_5: 0.1776505559682846 (0.20327557487921286) | > loss_0: 2.132159471511841 (2.2106856063846916) | > grad_norm_0: tensor(24.5079, device='cuda:0') (tensor(28.9177, device='cuda:0')) | > loss_gen: 2.9179749488830566 (2.7677273466473538) | > loss_kl: 1.7195662260055542 (1.7932230776006526) | > loss_feat: 8.649502754211426 (8.39746542203994) | > loss_mel: 15.662644386291504 (14.103815495709837) | > loss_duration: 1.7822730541229248 (1.7513982537504915) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.73196029663086 (28.813629612778175) | > grad_norm_1: tensor(646.1192, device='cuda:0') (tensor(732.1652, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.7872 (0.8528971971371473) | > loader_time: 0.011 (0.01114979037990817)  --> TIME: 2025-05-08 18:42:22 -- STEP: 512/725 -- GLOBAL_STEP: 67400 | > loss_disc: 2.087035894393921 (2.2115757719147964) | > loss_disc_real_0: 0.10664413869380951 (0.14175848408194727) | > loss_disc_real_1: 0.1615312546491623 (0.19555419019889092) | > loss_disc_real_2: 0.18719130754470825 (0.19296519437921233) | > loss_disc_real_3: 0.19185057282447815 (0.19825577797018923) | > loss_disc_real_4: 0.18820850551128387 (0.19689330001710925) | > loss_disc_real_5: 0.1886901557445526 (0.20335754944244402) | > loss_0: 2.087035894393921 (2.2115757719147964) | > grad_norm_0: tensor(36.3017, device='cuda:0') (tensor(29.2785, device='cuda:0')) | > loss_gen: 2.9035801887512207 (2.770533085800708) | > loss_kl: 1.8917263746261597 (1.796395093202591) | > loss_feat: 9.906880378723145 (8.411514013074342) | > loss_mel: 15.255291938781738 (14.123797923326492) | > loss_duration: 1.7005971670150757 (1.7515880998689681) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.6580753326416 (28.85382822901011) | > grad_norm_1: tensor(1279.3008, device='cuda:0') (tensor(718.0340, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8705 (0.8522562296129763) | > loader_time: 0.012 (0.01115450728684663)  --> TIME: 2025-05-08 18:43:05 -- STEP: 562/725 -- GLOBAL_STEP: 67450 | > loss_disc: 2.101511001586914 (2.2099103340050514) | > loss_disc_real_0: 0.09545750916004181 (0.14069387412156079) | > loss_disc_real_1: 0.18775297701358795 (0.1956925797292771) | > loss_disc_real_2: 0.17191901803016663 (0.19302504880890728) | > loss_disc_real_3: 0.18403811752796173 (0.19808398356853432) | > loss_disc_real_4: 0.21637342870235443 (0.19695308374976783) | > loss_disc_real_5: 0.1746949851512909 (0.20307693638411287) | > loss_0: 2.101511001586914 (2.2099103340050514) | > grad_norm_0: tensor(11.8284, device='cuda:0') (tensor(29.3396, device='cuda:0')) | > loss_gen: 2.986619472503662 (2.77074883374455) | > loss_kl: 1.8915225267410278 (1.7981182413169072) | > loss_feat: 9.020030975341797 (8.40749831640848) | > loss_mel: 14.804905891418457 (14.1209352567951) | > loss_duration: 1.7014315128326416 (1.7504728652828525) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.404510498046875 (28.847773521396185) | > grad_norm_1: tensor(568.2576, device='cuda:0') (tensor(728.9941, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8739 (0.8519341411115436) | > loader_time: 0.0111 (0.011130935780942642)  --> TIME: 2025-05-08 18:43:48 -- STEP: 612/725 -- GLOBAL_STEP: 67500 | > loss_disc: 2.0870296955108643 (2.2085582386044904) | > loss_disc_real_0: 0.12552811205387115 (0.14019721350784786) | > loss_disc_real_1: 0.18837153911590576 (0.1959588188994555) | > loss_disc_real_2: 0.18756864964962006 (0.19310703620411993) | > loss_disc_real_3: 0.16082923114299774 (0.1982017296542918) | > loss_disc_real_4: 0.2178317755460739 (0.19697897881269463) | > loss_disc_real_5: 0.2040119618177414 (0.20280829337395098) | > loss_0: 2.0870296955108643 (2.2085582386044904) | > grad_norm_0: tensor(23.5273, device='cuda:0') (tensor(29.6734, device='cuda:0')) | > loss_gen: 2.9366376399993896 (2.773198090347589) | > loss_kl: 1.9190174341201782 (1.7973257947980967) | > loss_feat: 9.061402320861816 (8.40911120994419) | > loss_mel: 14.701704978942871 (14.116292323941495) | > loss_duration: 1.676346778869629 (1.7499522165535322) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.295108795166016 (28.845879645129436) | > grad_norm_1: tensor(389.1161, device='cuda:0') (tensor(734.2581, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8086 (0.8516438174871058) | > loader_time: 0.009 (0.011097669601440421)  --> TIME: 2025-05-08 18:44:31 -- STEP: 662/725 -- GLOBAL_STEP: 67550 | > loss_disc: 2.20143461227417 (2.208992231828569) | > loss_disc_real_0: 0.14996783435344696 (0.1396092380090332) | > loss_disc_real_1: 0.2055390328168869 (0.19628527699730555) | > loss_disc_real_2: 0.17647218704223633 (0.19322921272671126) | > loss_disc_real_3: 0.1810237318277359 (0.1981133142446822) | > loss_disc_real_4: 0.20331251621246338 (0.1970567360880512) | > loss_disc_real_5: 0.22209739685058594 (0.2026247759645079) | > loss_0: 2.20143461227417 (2.208992231828569) | > grad_norm_0: tensor(36.0456, device='cuda:0') (tensor(29.7271, device='cuda:0')) | > loss_gen: 2.821239709854126 (2.7748333932409808) | > loss_kl: 1.8216488361358643 (1.7997406539239913) | > loss_feat: 8.294116020202637 (8.413695408138267) | > loss_mel: 13.313240051269531 (14.127028789405013) | > loss_duration: 1.7715836763381958 (1.750502726282598) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.021827697753906 (28.865800984316362) | > grad_norm_1: tensor(897.2321, device='cuda:0') (tensor(739.7939, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8713 (0.8512823156719842) | > loader_time: 0.0103 (0.011063126638936842)  --> TIME: 2025-05-08 18:45:14 -- STEP: 712/725 -- GLOBAL_STEP: 67600 | > loss_disc: 2.1581969261169434 (2.2104872634236736) | > loss_disc_real_0: 0.09388242661952972 (0.140134649314614) | > loss_disc_real_1: 0.19567091763019562 (0.19654489381845755) | > loss_disc_real_2: 0.2072274386882782 (0.1932328449080835) | > loss_disc_real_3: 0.20344901084899902 (0.19819765705405984) | > loss_disc_real_4: 0.2215098887681961 (0.1970902012263456) | > loss_disc_real_5: 0.20046882331371307 (0.20269053665858305) | > loss_0: 2.1581969261169434 (2.2104872634236736) | > grad_norm_0: tensor(13.9570, device='cuda:0') (tensor(29.7243, device='cuda:0')) | > loss_gen: 2.682468891143799 (2.771418476037763) | > loss_kl: 1.7254992723464966 (1.8016286388541876) | > loss_feat: 8.331026077270508 (8.408697876367668) | > loss_mel: 13.455647468566895 (14.130557562528029) | > loss_duration: 1.7417044639587402 (1.7500753307275558) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.93634605407715 (28.862377898076947) | > grad_norm_1: tensor(225.3858, device='cuda:0') (tensor(742.9271, device='cuda:0')) | > current_lr_0: 0.00019927626732381507 | > current_lr_1: 0.00019927626732381507 | > step_time: 0.8116 (0.8507756594191777) | > loader_time: 0.0119 (0.011051759960946065)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2803001403808594 (2.2803001403808594) | > loss_disc_real_0: 0.23001915216445923 (0.23001915216445923) | > loss_disc_real_1: 0.18848715722560883 (0.18848715722560883) | > loss_disc_real_2: 0.16651742160320282 (0.16651742160320282) | > loss_disc_real_3: 0.20360232889652252 (0.20360232889652252) | > loss_disc_real_4: 0.2113303542137146 (0.2113303542137146) | > loss_disc_real_5: 0.24434690177440643 (0.24434690177440643) | > loss_0: 2.2803001403808594 (2.2803001403808594) | > loss_gen: 2.620126485824585 (2.620126485824585) | > loss_kl: 2.0718865394592285 (2.0718865394592285) | > loss_feat: 8.405734062194824 (8.405734062194824) | > loss_mel: 15.728833198547363 (15.728833198547363) | > loss_duration: 1.7204320430755615 (1.7204320430755615) | > loss_1: 30.547014236450195 (30.547014236450195)  --> STEP: 1 | > loss_disc: 2.2818045616149902 (2.2818045616149902) | > loss_disc_real_0: 0.23319561779499054 (0.23319561779499054) | > loss_disc_real_1: 0.1911400854587555 (0.1911400854587555) | > loss_disc_real_2: 0.1818162202835083 (0.1818162202835083) | > loss_disc_real_3: 0.20200709998607635 (0.20200709998607635) | > loss_disc_real_4: 0.2095685601234436 (0.2095685601234436) | > loss_disc_real_5: 0.25400152802467346 (0.25400152802467346) | > loss_0: 2.2818045616149902 (2.2818045616149902) | > loss_gen: 2.7932322025299072 (2.7932322025299072) | > loss_kl: 2.164083242416382 (2.164083242416382) | > loss_feat: 8.651147842407227 (8.651147842407227) | > loss_mel: 15.164796829223633 (15.164796829223633) | > loss_duration: 1.786573886871338 (1.786573886871338) | > loss_1: 30.559833526611328 (30.559833526611328)  --> STEP: 2 | > loss_disc: 2.368924140930176 (2.325364351272583) | > loss_disc_real_0: 0.24312849342823029 (0.2381620556116104) | > loss_disc_real_1: 0.2046986073255539 (0.1979193463921547) | > loss_disc_real_2: 0.18254169821739197 (0.18217895925045013) | > loss_disc_real_3: 0.21806469559669495 (0.21003589779138565) | > loss_disc_real_4: 0.21305884420871735 (0.21131370216608047) | > loss_disc_real_5: 0.2688463032245636 (0.26142391562461853) | > loss_0: 2.368924140930176 (2.325364351272583) | > loss_gen: 2.6073997020721436 (2.7003159523010254) | > loss_kl: 1.978964924812317 (2.0715240836143494) | > loss_feat: 7.330358505249023 (7.990753173828125) | > loss_mel: 14.32865047454834 (14.746723651885986) | > loss_duration: 1.8387525081634521 (1.812663197517395) | > loss_1: 28.084125518798828 (29.321979522705078)  --> STEP: 3 | > loss_disc: 2.308530330657959 (2.3197530110677085) | > loss_disc_real_0: 0.22818857431411743 (0.23483756184577942) | > loss_disc_real_1: 0.2105875015258789 (0.20214206477006277) | > loss_disc_real_2: 0.18910786509513855 (0.18448859453201294) | > loss_disc_real_3: 0.2073824107646942 (0.20915140211582184) | > loss_disc_real_4: 0.20859834551811218 (0.21040858328342438) | > loss_disc_real_5: 0.2384261041879654 (0.2537579784790675) | > loss_0: 2.308530330657959 (2.3197530110677085) | > loss_gen: 2.7015974521636963 (2.7007431189219155) | > loss_kl: 2.008873701095581 (2.05064062277476) | > loss_feat: 8.240764617919922 (8.074090321858725) | > loss_mel: 14.463386535644531 (14.652277946472168) | > loss_duration: 1.8245739936828613 (1.8166334629058838) | > loss_1: 29.239194869995117 (29.294384638468426)  --> STEP: 4 | > loss_disc: 2.440706253051758 (2.3499913215637207) | > loss_disc_real_0: 0.23856298625469208 (0.23576891794800758) | > loss_disc_real_1: 0.20518869161605835 (0.20290372148156166) | > loss_disc_real_2: 0.1762368381023407 (0.18242565542459488) | > loss_disc_real_3: 0.22689829766750336 (0.21358812600374222) | > loss_disc_real_4: 0.22962935268878937 (0.21521377563476562) | > loss_disc_real_5: 0.27994897961616516 (0.2603057287633419) | > loss_0: 2.440706253051758 (2.3499913215637207) | > loss_gen: 2.4623241424560547 (2.6411383748054504) | > loss_kl: 1.9975274801254272 (2.0373623371124268) | > loss_feat: 6.902772903442383 (7.781260967254639) | > loss_mel: 12.028594017028809 (13.996356964111328) | > loss_duration: 1.7534892559051514 (1.8008474111557007) | > loss_1: 25.14470672607422 (28.256965160369873) --> EVAL PERFORMANCE | > avg_loader_time: 0.29226386547088623 (+0.011444509029388428) | > avg_loss_disc: 2.3499913215637207 (+0.10781073570251465) | > avg_loss_disc_real_0: 0.23576891794800758 (+0.11542516387999058) | > avg_loss_disc_real_1: 0.20290372148156166 (+0.016203682869672775) | > avg_loss_disc_real_2: 0.18242565542459488 (+0.02894076332449913) | > avg_loss_disc_real_3: 0.21358812600374222 (+0.011296439915895462) | > avg_loss_disc_real_4: 0.21521377563476562 (-0.01076691597700119) | > avg_loss_disc_real_5: 0.2603057287633419 (+0.0362839475274086) | > avg_loss_0: 2.3499913215637207 (+0.10781073570251465) | > avg_loss_gen: 2.6411383748054504 (+0.13396495580673218) | > avg_loss_kl: 2.0373623371124268 (+0.16584238409996033) | > avg_loss_feat: 7.781260967254639 (-0.012971758842468262) | > avg_loss_mel: 13.996356964111328 (-0.030117273330688477) | > avg_loss_duration: 1.8008474111557007 (-0.0029379427433013916) | > avg_loss_1: 28.256965160369873 (+0.25377988815307617)  > EPOCH: 30/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 18:45:32)   --> TIME: 2025-05-08 18:46:06 -- STEP: 37/725 -- GLOBAL_STEP: 67650 | > loss_disc: 2.1632637977600098 (2.2442968922692375) | > loss_disc_real_0: 0.1258990615606308 (0.14574967103229985) | > loss_disc_real_1: 0.1847684234380722 (0.19765997617631345) | > loss_disc_real_2: 0.20144173502922058 (0.19467889054401502) | > loss_disc_real_3: 0.17318490147590637 (0.20091201687181318) | > loss_disc_real_4: 0.21574810147285461 (0.2007104637655052) | > loss_disc_real_5: 0.225363090634346 (0.20183546921691378) | > loss_0: 2.1632637977600098 (2.2442968922692375) | > grad_norm_0: tensor(28.9159, device='cuda:0') (tensor(21.8504, device='cuda:0')) | > loss_gen: 2.9085347652435303 (2.7138692946047396) | > loss_kl: 1.883703351020813 (1.8776176652392826) | > loss_feat: 9.179256439208984 (8.22691347792342) | > loss_mel: 15.0431547164917 (14.075116750356313) | > loss_duration: 1.7430917024612427 (1.7489337308986768) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.757740020751953 (28.64245084814123) | > grad_norm_1: tensor(649.0774, device='cuda:0') (tensor(761.1601, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8378 (0.8465704595720446) | > loader_time: 0.0101 (0.01091714807458826)  --> TIME: 2025-05-08 18:46:50 -- STEP: 87/725 -- GLOBAL_STEP: 67700 | > loss_disc: 2.313575029373169 (2.2155760869212546) | > loss_disc_real_0: 0.1618926078081131 (0.1411443547099486) | > loss_disc_real_1: 0.1789841651916504 (0.19596921506969409) | > loss_disc_real_2: 0.21130748093128204 (0.19364966863188252) | > loss_disc_real_3: 0.19284804165363312 (0.19983205952863586) | > loss_disc_real_4: 0.22251278162002563 (0.19886014670476146) | > loss_disc_real_5: 0.23129132390022278 (0.19994485652309724) | > loss_0: 2.313575029373169 (2.2155760869212546) | > grad_norm_0: tensor(31.3250, device='cuda:0') (tensor(27.0612, device='cuda:0')) | > loss_gen: 2.6909573078155518 (2.7674904088864385) | > loss_kl: 1.7476755380630493 (1.8293625417797046) | > loss_feat: 8.186091423034668 (8.426597408864689) | > loss_mel: 14.191753387451172 (14.178481924122778) | > loss_duration: 1.7172952890396118 (1.7503202208157242) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.53377342224121 (28.952252377038715) | > grad_norm_1: tensor(903.5299, device='cuda:0') (tensor(722.0916, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8457 (0.8536256291400427) | > loader_time: 0.0169 (0.011153034780217314)  --> TIME: 2025-05-08 18:47:33 -- STEP: 137/725 -- GLOBAL_STEP: 67750 | > loss_disc: 1.9569692611694336 (2.2159250896342484) | > loss_disc_real_0: 0.12025540322065353 (0.14182272509936864) | > loss_disc_real_1: 0.18291226029396057 (0.19557271963053377) | > loss_disc_real_2: 0.19238097965717316 (0.19312306596849957) | > loss_disc_real_3: 0.20542940497398376 (0.19956656485578445) | > loss_disc_real_4: 0.18531683087348938 (0.19894415281549857) | > loss_disc_real_5: 0.16037578880786896 (0.201210154451593) | > loss_0: 1.9569692611694336 (2.2159250896342484) | > grad_norm_0: tensor(35.7167, device='cuda:0') (tensor(26.6567, device='cuda:0')) | > loss_gen: 3.1975815296173096 (2.753405847688661) | > loss_kl: 1.8673893213272095 (1.8245129280716834) | > loss_feat: 10.697935104370117 (8.358559970438046) | > loss_mel: 16.44099235534668 (14.07467130674933) | > loss_duration: 1.7321844100952148 (1.751039551992486) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.93608474731445 (28.762189614511755) | > grad_norm_1: tensor(1064.9323, device='cuda:0') (tensor(725.8211, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8258 (0.852116932834152) | > loader_time: 0.0096 (0.010938653110587684)  --> TIME: 2025-05-08 18:48:16 -- STEP: 187/725 -- GLOBAL_STEP: 67800 | > loss_disc: 2.14542293548584 (2.2083079196552537) | > loss_disc_real_0: 0.1439308524131775 (0.1359784713283898) | > loss_disc_real_1: 0.23528800904750824 (0.19597000808001844) | > loss_disc_real_2: 0.22135093808174133 (0.19395518183389449) | > loss_disc_real_3: 0.19232064485549927 (0.20020911886411555) | > loss_disc_real_4: 0.17467154562473297 (0.19885608179365247) | > loss_disc_real_5: 0.22445674240589142 (0.20143057310326215) | > loss_0: 2.14542293548584 (2.2083079196552537) | > grad_norm_0: tensor(43.8512, device='cuda:0') (tensor(27.7793, device='cuda:0')) | > loss_gen: 2.8758342266082764 (2.77711949373949) | > loss_kl: 1.8701611757278442 (1.8218932859400376) | > loss_feat: 9.024245262145996 (8.398377525615185) | > loss_mel: 14.532706260681152 (14.053453950320973) | > loss_duration: 1.7559564113616943 (1.749014916266987) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.058902740478516 (28.799859143833427) | > grad_norm_1: tensor(934.6857, device='cuda:0') (tensor(708.9033, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8532 (0.8512495775273777) | > loader_time: 0.016 (0.010903834021665199)  --> TIME: 2025-05-08 18:49:00 -- STEP: 237/725 -- GLOBAL_STEP: 67850 | > loss_disc: 2.269409656524658 (2.2050016605401335) | > loss_disc_real_0: 0.12263171374797821 (0.13293659345950246) | > loss_disc_real_1: 0.21080762147903442 (0.19657367153509764) | > loss_disc_real_2: 0.19147515296936035 (0.19424693814561336) | > loss_disc_real_3: 0.2105284184217453 (0.20059050632177022) | > loss_disc_real_4: 0.19928990304470062 (0.19870041562283589) | > loss_disc_real_5: 0.18079647421836853 (0.20153811181019127) | > loss_0: 2.269409656524658 (2.2050016605401335) | > grad_norm_0: tensor(19.5735, device='cuda:0') (tensor(27.7306, device='cuda:0')) | > loss_gen: 2.690620183944702 (2.7832170518641735) | > loss_kl: 1.8936172723770142 (1.8229357597697133) | > loss_feat: 8.247238159179688 (8.417587056944642) | > loss_mel: 14.5545015335083 (14.072057542921621) | > loss_duration: 1.7440922260284424 (1.7466654199085154) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.13007164001465 (28.84246283744458) | > grad_norm_1: tensor(772.5674, device='cuda:0') (tensor(716.2951, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8131 (0.8540858216426543) | > loader_time: 0.0096 (0.010822186490151452)  --> TIME: 2025-05-08 18:49:43 -- STEP: 287/725 -- GLOBAL_STEP: 67900 | > loss_disc: 2.1895883083343506 (2.204095683862107) | > loss_disc_real_0: 0.14170029759407043 (0.13380796045636045) | > loss_disc_real_1: 0.189410999417305 (0.19678583351784892) | > loss_disc_real_2: 0.17750373482704163 (0.19376605287038492) | > loss_disc_real_3: 0.21930229663848877 (0.20040856369281068) | > loss_disc_real_4: 0.2391224354505539 (0.1980858610274484) | > loss_disc_real_5: 0.20293422043323517 (0.2012441802367516) | > loss_0: 2.1895883083343506 (2.204095683862107) | > grad_norm_0: tensor(20.6848, device='cuda:0') (tensor(28.8870, device='cuda:0')) | > loss_gen: 2.9153571128845215 (2.7857685172184006) | > loss_kl: 1.6054861545562744 (1.8110409950130077) | > loss_feat: 7.912775993347168 (8.419788445329834) | > loss_mel: 13.635300636291504 (14.099914019116126) | > loss_duration: 1.7773951292037964 (1.747217160068738) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.846315383911133 (28.863729191158708) | > grad_norm_1: tensor(1507.2679, device='cuda:0') (tensor(740.3058, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8212 (0.8519946831028636) | > loader_time: 0.0113 (0.010776759855423238)  --> TIME: 2025-05-08 18:50:26 -- STEP: 337/725 -- GLOBAL_STEP: 67950 | > loss_disc: 2.129647970199585 (2.2078257395888623) | > loss_disc_real_0: 0.12034741044044495 (0.13523996940838826) | > loss_disc_real_1: 0.17174537479877472 (0.19667510820956205) | > loss_disc_real_2: 0.19683070480823517 (0.19376486062296083) | > loss_disc_real_3: 0.2047090083360672 (0.20039178519468287) | > loss_disc_real_4: 0.22016218304634094 (0.19791584287269878) | > loss_disc_real_5: 0.18885137140750885 (0.20189351676921813) | > loss_0: 2.129647970199585 (2.2078257395888623) | > grad_norm_0: tensor(28.2495, device='cuda:0') (tensor(29.1008, device='cuda:0')) | > loss_gen: 2.8026111125946045 (2.7752641145836354) | > loss_kl: 1.862015962600708 (1.8060522801090773) | > loss_feat: 8.836905479431152 (8.386041678023973) | > loss_mel: 14.664750099182129 (14.055473395554177) | > loss_duration: 1.721418023109436 (1.7464189416223181) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.887699127197266 (28.769250405648343) | > grad_norm_1: tensor(872.7941, device='cuda:0') (tensor(771.6738, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8589 (0.8516226338349747) | > loader_time: 0.0113 (0.010743933544668313)  --> TIME: 2025-05-08 18:51:09 -- STEP: 387/725 -- GLOBAL_STEP: 68000 | > loss_disc: 2.5154356956481934 (2.2064082724179386) | > loss_disc_real_0: 0.30178529024124146 (0.13642406267251145) | > loss_disc_real_1: 0.21656709909439087 (0.1965963254449289) | > loss_disc_real_2: 0.2107277363538742 (0.19366285632285052) | > loss_disc_real_3: 0.20979076623916626 (0.19966013868187757) | > loss_disc_real_4: 0.19452956318855286 (0.197534546217561) | > loss_disc_real_5: 0.22858214378356934 (0.2017084805809866) | > loss_0: 2.5154356956481934 (2.2064082724179386) | > grad_norm_0: tensor(39.4358, device='cuda:0') (tensor(29.6155, device='cuda:0')) | > loss_gen: 2.488813877105713 (2.7797754168202404) | > loss_kl: 1.742476224899292 (1.804837393822288) | > loss_feat: 6.235856533050537 (8.409765754867275) | > loss_mel: 11.415794372558594 (14.094147172085075) | > loss_duration: 1.8425379991531372 (1.7471889466894381) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.725479125976562 (28.83571469013697) | > grad_norm_1: tensor(682.6152, device='cuda:0') (tensor(775.5502, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8373 (0.8507792426018136) | > loader_time: 0.0125 (0.01072277024734852) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_68000.pth  --> TIME: 2025-05-08 18:51:55 -- STEP: 437/725 -- GLOBAL_STEP: 68050 | > loss_disc: 2.3261561393737793 (2.2097785170072797) | > loss_disc_real_0: 0.17455899715423584 (0.13770003613399964) | > loss_disc_real_1: 0.19380365312099457 (0.1964521597329213) | > loss_disc_real_2: 0.18997836112976074 (0.1933338193721576) | > loss_disc_real_3: 0.19830335676670074 (0.19964431928688117) | > loss_disc_real_4: 0.21260985732078552 (0.19748184275845362) | > loss_disc_real_5: 0.17455434799194336 (0.202569671009307) | > loss_0: 2.3261561393737793 (2.2097785170072797) | > grad_norm_0: tensor(41.9461, device='cuda:0') (tensor(29.3200, device='cuda:0')) | > loss_gen: 2.5998027324676514 (2.773858152210576) | > loss_kl: 1.8788566589355469 (1.8012797401480598) | > loss_feat: 7.096474647521973 (8.395363601448873) | > loss_mel: 13.06557559967041 (14.082659782479503) | > loss_duration: 1.7131024599075317 (1.7471089720453223) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.353811264038086 (28.80027024642281) | > grad_norm_1: tensor(932.6891, device='cuda:0') (tensor(772.7928, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.9064 (0.8503336382676043) | > loader_time: 0.0146 (0.010800649699684684)  --> TIME: 2025-05-08 18:52:37 -- STEP: 487/725 -- GLOBAL_STEP: 68100 | > loss_disc: 2.133467674255371 (2.2069018136794045) | > loss_disc_real_0: 0.18588313460350037 (0.13632890442864368) | > loss_disc_real_1: 0.1848745346069336 (0.196280934574423) | > loss_disc_real_2: 0.2010139673948288 (0.19312659199722507) | > loss_disc_real_3: 0.1812276542186737 (0.19962002199288517) | > loss_disc_real_4: 0.17971360683441162 (0.19759691208295013) | > loss_disc_real_5: 0.19897429645061493 (0.20251334510605926) | > loss_0: 2.133467674255371 (2.2069018136794045) | > grad_norm_0: tensor(49.6884, device='cuda:0') (tensor(29.6766, device='cuda:0')) | > loss_gen: 2.9671883583068848 (2.7789935625064546) | > loss_kl: 1.8173942565917969 (1.7981480396748568) | > loss_feat: 9.030688285827637 (8.398646454546725) | > loss_mel: 15.40810489654541 (14.088835355927078) | > loss_duration: 1.7624995708465576 (1.7482002143742368) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.98587417602539 (28.812823610873682) | > grad_norm_1: tensor(1098.8644, device='cuda:0') (tensor(765.7163, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8113 (0.849410625943413) | > loader_time: 0.0098 (0.010790737747411709)  --> TIME: 2025-05-08 18:53:21 -- STEP: 537/725 -- GLOBAL_STEP: 68150 | > loss_disc: 2.147629737854004 (2.2043066593077794) | > loss_disc_real_0: 0.11419893801212311 (0.1354099253619184) | > loss_disc_real_1: 0.22929538786411285 (0.19600921414195946) | > loss_disc_real_2: 0.19501785933971405 (0.1930896799935088) | > loss_disc_real_3: 0.1981121301651001 (0.19950102805203346) | > loss_disc_real_4: 0.1954728215932846 (0.1978368264392323) | > loss_disc_real_5: 0.19135500490665436 (0.20228099322130336) | > loss_0: 2.147629737854004 (2.2043066593077794) | > grad_norm_0: tensor(37.9757, device='cuda:0') (tensor(30.0518, device='cuda:0')) | > loss_gen: 2.834287166595459 (2.7832264389627697) | > loss_kl: 1.6623541116714478 (1.7963451972886837) | > loss_feat: 8.797866821289062 (8.415890306511844) | > loss_mel: 13.389854431152344 (14.105322956816888) | > loss_duration: 1.764601230621338 (1.7485029981566982) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.448963165283203 (28.84928787487179) | > grad_norm_1: tensor(365.2173, device='cuda:0') (tensor(768.4574, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8391 (0.8491491521092988) | > loader_time: 0.0115 (0.01077950289351536)  --> TIME: 2025-05-08 18:54:04 -- STEP: 587/725 -- GLOBAL_STEP: 68200 | > loss_disc: 2.3055009841918945 (2.2007793210434126) | > loss_disc_real_0: 0.14505083858966827 (0.13508634208312842) | > loss_disc_real_1: 0.227755606174469 (0.19579177686160848) | > loss_disc_real_2: 0.17724770307540894 (0.1928086750704346) | > loss_disc_real_3: 0.20270107686519623 (0.19932817638529618) | > loss_disc_real_4: 0.1728014349937439 (0.19747840959635865) | > loss_disc_real_5: 0.20364201068878174 (0.2017004774721558) | > loss_0: 2.3055009841918945 (2.2007793210434126) | > grad_norm_0: tensor(40.5070, device='cuda:0') (tensor(30.2600, device='cuda:0')) | > loss_gen: 2.573737144470215 (2.7877776996443573) | > loss_kl: 1.7620114088058472 (1.7976309704821196) | > loss_feat: 7.9622416496276855 (8.437306372432932) | > loss_mel: 12.802806854248047 (14.111733227003576) | > loss_duration: 1.716673493385315 (1.7478082472461656) | > amp_scaler: 128.0 (131.2708688245315) | > loss_1: 26.817468643188477 (28.88225650299956) | > grad_norm_1: tensor(912.2029, device='cuda:0') (tensor(769.2167, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8468 (0.8494711767063433) | > loader_time: 0.012 (0.010755744053517332)  --> TIME: 2025-05-08 18:54:47 -- STEP: 637/725 -- GLOBAL_STEP: 68250 | > loss_disc: 2.0691967010498047 (2.2010773948073554) | > loss_disc_real_0: 0.09403597563505173 (0.1352529354756069) | > loss_disc_real_1: 0.1980687379837036 (0.19588778433470383) | > loss_disc_real_2: 0.1937197744846344 (0.19277578388783775) | > loss_disc_real_3: 0.20027652382850647 (0.19932878686457262) | > loss_disc_real_4: 0.15344363451004028 (0.19759897443245114) | > loss_disc_real_5: 0.19206690788269043 (0.2017048845766476) | > loss_0: 2.0691967010498047 (2.2010773948073554) | > grad_norm_0: tensor(49.1523, device='cuda:0') (tensor(30.0581, device='cuda:0')) | > loss_gen: 2.9601633548736572 (2.7856001842714355) | > loss_kl: 1.886102318763733 (1.8001948799031495) | > loss_feat: 10.078217506408691 (8.436658508923585) | > loss_mel: 16.384199142456055 (14.108688748238412) | > loss_duration: 1.7112154960632324 (1.7472347988625712) | > amp_scaler: 128.0 (131.01412872841445) | > loss_1: 33.0198974609375 (28.87837709998785) | > grad_norm_1: tensor(913.6441, device='cuda:0') (tensor(774.6163, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8372 (0.8494988221388596) | > loader_time: 0.0097 (0.010760126907372585)  --> TIME: 2025-05-08 18:55:30 -- STEP: 687/725 -- GLOBAL_STEP: 68300 | > loss_disc: 2.1673624515533447 (2.2000466234645804) | > loss_disc_real_0: 0.11362669616937637 (0.13534179815732408) | > loss_disc_real_1: 0.22595033049583435 (0.19574276599734816) | > loss_disc_real_2: 0.19480715692043304 (0.1924940754796393) | > loss_disc_real_3: 0.1974731683731079 (0.19931863246179213) | > loss_disc_real_4: 0.20340147614479065 (0.19761878718368517) | > loss_disc_real_5: 0.2011757493019104 (0.2016359787146943) | > loss_0: 2.1673624515533447 (2.2000466234645804) | > grad_norm_0: tensor(19.7960, device='cuda:0') (tensor(30.0934, device='cuda:0')) | > loss_gen: 2.804983139038086 (2.7878329528297745) | > loss_kl: 1.8256961107254028 (1.802422566878917) | > loss_feat: 8.16988754272461 (8.44673424100251) | > loss_mel: 13.496393203735352 (14.109744090006688) | > loss_duration: 1.7570475339889526 (1.7466292804679149) | > amp_scaler: 128.0 (130.7947598253275) | > loss_1: 28.05400848388672 (28.89336309752263) | > grad_norm_1: tensor(900.2881, device='cuda:0') (tensor(775.5454, device='cuda:0')) | > current_lr_0: 0.00019925135779039958 | > current_lr_1: 0.00019925135779039958 | > step_time: 0.8563 (0.848860007706688) | > loader_time: 0.0116 (0.0107463086362836)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1161084175109863 (2.1161084175109863) | > loss_disc_real_0: 0.13928210735321045 (0.13928210735321045) | > loss_disc_real_1: 0.16818806529045105 (0.16818806529045105) | > loss_disc_real_2: 0.2183864265680313 (0.2183864265680313) | > loss_disc_real_3: 0.17898987233638763 (0.17898987233638763) | > loss_disc_real_4: 0.2180362045764923 (0.2180362045764923) | > loss_disc_real_5: 0.26177647709846497 (0.26177647709846497) | > loss_0: 2.1161084175109863 (2.1161084175109863) | > loss_gen: 2.985945463180542 (2.985945463180542) | > loss_kl: 1.9790279865264893 (1.9790279865264893) | > loss_feat: 9.502303123474121 (9.502303123474121) | > loss_mel: 16.63775062561035 (16.63775062561035) | > loss_duration: 1.7082500457763672 (1.7082500457763672) | > loss_1: 32.81327819824219 (32.81327819824219)  --> STEP: 1 | > loss_disc: 2.2750205993652344 (2.2750205993652344) | > loss_disc_real_0: 0.15462464094161987 (0.15462464094161987) | > loss_disc_real_1: 0.17495226860046387 (0.17495226860046387) | > loss_disc_real_2: 0.2318158596754074 (0.2318158596754074) | > loss_disc_real_3: 0.17986516654491425 (0.17986516654491425) | > loss_disc_real_4: 0.23338043689727783 (0.23338043689727783) | > loss_disc_real_5: 0.2276155948638916 (0.2276155948638916) | > loss_0: 2.2750205993652344 (2.2750205993652344) | > loss_gen: 2.730220079421997 (2.730220079421997) | > loss_kl: 2.0002377033233643 (2.0002377033233643) | > loss_feat: 7.816436290740967 (7.816436290740967) | > loss_mel: 13.799372673034668 (13.799372673034668) | > loss_duration: 1.7739899158477783 (1.7739899158477783) | > loss_1: 28.120258331298828 (28.120258331298828)  --> STEP: 2 | > loss_disc: 2.1652779579162598 (2.220149278640747) | > loss_disc_real_0: 0.13485275208950043 (0.14473869651556015) | > loss_disc_real_1: 0.16191765666007996 (0.1684349626302719) | > loss_disc_real_2: 0.2030189335346222 (0.2174173966050148) | > loss_disc_real_3: 0.1720174103975296 (0.17594128847122192) | > loss_disc_real_4: 0.23320643603801727 (0.23329343646764755) | > loss_disc_real_5: 0.2249007672071457 (0.22625818103551865) | > loss_0: 2.1652779579162598 (2.220149278640747) | > loss_gen: 2.823244571685791 (2.776732325553894) | > loss_kl: 1.9132521152496338 (1.956744909286499) | > loss_feat: 8.433915138244629 (8.125175714492798) | > loss_mel: 14.65716552734375 (14.228269100189209) | > loss_duration: 1.827157735824585 (1.8005738258361816) | > loss_1: 29.654735565185547 (28.887496948242188)  --> STEP: 3 | > loss_disc: 2.1506941318511963 (2.19699756304423) | > loss_disc_real_0: 0.14441512525081635 (0.14463083942731222) | > loss_disc_real_1: 0.18640124797821045 (0.1744237244129181) | > loss_disc_real_2: 0.21161885559558868 (0.21548454960187277) | > loss_disc_real_3: 0.18441715836524963 (0.17876657843589783) | > loss_disc_real_4: 0.22662150859832764 (0.23106946051120758) | > loss_disc_real_5: 0.2263946831226349 (0.22630368173122406) | > loss_0: 2.1506941318511963 (2.19699756304423) | > loss_gen: 2.987215995788574 (2.846893548965454) | > loss_kl: 2.000965118408203 (1.9714849789937336) | > loss_feat: 8.81369400024414 (8.354681809743246) | > loss_mel: 15.608856201171875 (14.688464800516764) | > loss_duration: 1.7984989881515503 (1.799882213274638) | > loss_1: 31.209230422973633 (29.661408106486004)  --> STEP: 4 | > loss_disc: 2.2992730140686035 (2.2225664258003235) | > loss_disc_real_0: 0.1622990220785141 (0.1490478850901127) | > loss_disc_real_1: 0.17545370757579803 (0.17468122020363808) | > loss_disc_real_2: 0.20137567818164825 (0.21195733174681664) | > loss_disc_real_3: 0.1840381920337677 (0.1800844818353653) | > loss_disc_real_4: 0.2629857659339905 (0.2390485368669033) | > loss_disc_real_5: 0.21646620333194733 (0.22384431213140488) | > loss_0: 2.2992730140686035 (2.2225664258003235) | > loss_gen: 2.5918986797332764 (2.7831448316574097) | > loss_kl: 2.0526106357574463 (1.9917663931846619) | > loss_feat: 8.071171760559082 (8.283804297447205) | > loss_mel: 14.625880241394043 (14.672818660736084) | > loss_duration: 1.7197428941726685 (1.7798473834991455) | > loss_1: 29.061304092407227 (29.51138210296631) --> EVAL PERFORMANCE | > avg_loader_time: 0.284798264503479 (-0.0074656009674072266) | > avg_loss_disc: 2.2225664258003235 (-0.12742489576339722) | > avg_loss_disc_real_0: 0.1490478850901127 (-0.0867210328578949) | > avg_loss_disc_real_1: 0.17468122020363808 (-0.028222501277923584) | > avg_loss_disc_real_2: 0.21195733174681664 (+0.029531676322221756) | > avg_loss_disc_real_3: 0.1800844818353653 (-0.03350364416837692) | > avg_loss_disc_real_4: 0.2390485368669033 (+0.02383476123213768) | > avg_loss_disc_real_5: 0.22384431213140488 (-0.03646141663193703) | > avg_loss_0: 2.2225664258003235 (-0.12742489576339722) | > avg_loss_gen: 2.7831448316574097 (+0.14200645685195923) | > avg_loss_kl: 1.9917663931846619 (-0.04559594392776489) | > avg_loss_feat: 8.283804297447205 (+0.5025433301925659) | > avg_loss_mel: 14.672818660736084 (+0.6764616966247559) | > avg_loss_duration: 1.7798473834991455 (-0.021000027656555176) | > avg_loss_1: 29.51138210296631 (+1.2544169425964355)  > EPOCH: 31/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 18:56:09)   --> TIME: 2025-05-08 18:56:21 -- STEP: 12/725 -- GLOBAL_STEP: 68350 | > loss_disc: 2.1649510860443115 (2.185253659884135) | > loss_disc_real_0: 0.15055641531944275 (0.1321389346073071) | > loss_disc_real_1: 0.16650469601154327 (0.20242095241943994) | > loss_disc_real_2: 0.1960466504096985 (0.18984895944595337) | > loss_disc_real_3: 0.22235466539859772 (0.19739501426617304) | > loss_disc_real_4: 0.18890081346035004 (0.18867750838398933) | > loss_disc_real_5: 0.2059415578842163 (0.20018075158198675) | > loss_0: 2.1649510860443115 (2.185253659884135) | > grad_norm_0: tensor(52.5872, device='cuda:0') (tensor(27.1521, device='cuda:0')) | > loss_gen: 2.912067413330078 (2.797835052013397) | > loss_kl: 1.738661527633667 (1.7963622113068898) | > loss_feat: 9.62109375 (8.752126892407736) | > loss_mel: 16.490236282348633 (15.069125572840372) | > loss_duration: 1.791277527809143 (1.7475625177224476) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.55333709716797 (30.1630121866862) | > grad_norm_1: tensor(1322.4459, device='cuda:0') (tensor(966.3528, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8424 (0.8285379807154337) | > loader_time: 0.0087 (0.009672323862711588)  --> TIME: 2025-05-08 18:57:05 -- STEP: 62/725 -- GLOBAL_STEP: 68400 | > loss_disc: 2.274031162261963 (2.19698630994366) | > loss_disc_real_0: 0.11212292313575745 (0.13952749354704733) | > loss_disc_real_1: 0.20493462681770325 (0.19527183881690424) | > loss_disc_real_2: 0.2074134349822998 (0.19073183089494705) | > loss_disc_real_3: 0.21329087018966675 (0.19747098367060387) | > loss_disc_real_4: 0.19383183121681213 (0.19598784297704697) | > loss_disc_real_5: 0.1711224764585495 (0.20055081479011044) | > loss_0: 2.274031162261963 (2.19698630994366) | > grad_norm_0: tensor(20.4110, device='cuda:0') (tensor(31.7177, device='cuda:0')) | > loss_gen: 2.575078248977661 (2.7907208396542456) | > loss_kl: 1.7310172319412231 (1.770300982459899) | > loss_feat: 7.881278991699219 (8.58179810739333) | > loss_mel: 14.039518356323242 (14.27853004394039) | > loss_duration: 1.7901651859283447 (1.7397873363187235) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.017057418823242 (29.161137180943644) | > grad_norm_1: tensor(970.9610, device='cuda:0') (tensor(848.9183, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8601 (0.8500298492370113) | > loader_time: 0.01 (0.010683251965430475)  --> TIME: 2025-05-08 18:57:48 -- STEP: 112/725 -- GLOBAL_STEP: 68450 | > loss_disc: 2.4391303062438965 (2.203649354832513) | > loss_disc_real_0: 0.11760628968477249 (0.1369731877265232) | > loss_disc_real_1: 0.19039325416088104 (0.19612738410277025) | > loss_disc_real_2: 0.20609241724014282 (0.19287491962313646) | > loss_disc_real_3: 0.18678830564022064 (0.19873717786478146) | > loss_disc_real_4: 0.2233179211616516 (0.1966082782351545) | > loss_disc_real_5: 0.2380698174238205 (0.2016743907172765) | > loss_0: 2.4391303062438965 (2.203649354832513) | > grad_norm_0: tensor(33.6645, device='cuda:0') (tensor(30.6611, device='cuda:0')) | > loss_gen: 2.4446640014648438 (2.7989265961306424) | > loss_kl: 1.7093156576156616 (1.7757752622876848) | > loss_feat: 6.8343658447265625 (8.50923819201333) | > loss_mel: 11.869231224060059 (14.177202957017082) | > loss_duration: 1.7552235126495361 (1.7466764631015914) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.61280059814453 (29.00781943116869) | > grad_norm_1: tensor(826.2758, device='cuda:0') (tensor(763.0110, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8187 (0.8513380182640893) | > loader_time: 0.0127 (0.010908128959791997)  --> TIME: 2025-05-08 18:58:31 -- STEP: 162/725 -- GLOBAL_STEP: 68500 | > loss_disc: 2.275198221206665 (2.20705458558636) | > loss_disc_real_0: 0.10884379595518112 (0.1376258412628998) | > loss_disc_real_1: 0.1993245631456375 (0.1964487945775927) | > loss_disc_real_2: 0.2343922108411789 (0.1928101696165991) | > loss_disc_real_3: 0.18818235397338867 (0.19924958491766895) | > loss_disc_real_4: 0.23261262476444244 (0.1971742731553537) | > loss_disc_real_5: 0.20993100106716156 (0.20163126924523606) | > loss_0: 2.275198221206665 (2.20705458558636) | > grad_norm_0: tensor(11.0622, device='cuda:0') (tensor(29.0616, device='cuda:0')) | > loss_gen: 2.659194231033325 (2.778740054295387) | > loss_kl: 1.7910287380218506 (1.7778666586051752) | > loss_feat: 8.405570983886719 (8.465175166542142) | > loss_mel: 14.411504745483398 (14.16387108225881) | > loss_duration: 1.7202589511871338 (1.747752210976165) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.987558364868164 (28.933405205055525) | > grad_norm_1: tensor(380.3262, device='cuda:0') (tensor(783.1422, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8129 (0.8497185118404436) | > loader_time: 0.0107 (0.010966537911214946)  --> TIME: 2025-05-08 18:59:15 -- STEP: 212/725 -- GLOBAL_STEP: 68550 | > loss_disc: 2.5069377422332764 (2.2025903845733077) | > loss_disc_real_0: 0.14929568767547607 (0.13710554639966985) | > loss_disc_real_1: 0.21578654646873474 (0.1960613800669616) | > loss_disc_real_2: 0.21344953775405884 (0.19251345442432274) | > loss_disc_real_3: 0.21099038422107697 (0.1987665666021266) | > loss_disc_real_4: 0.21029146015644073 (0.19718818710941188) | > loss_disc_real_5: 0.1895461231470108 (0.2001462556984065) | > loss_0: 2.5069377422332764 (2.2025903845733077) | > grad_norm_0: tensor(32.7121, device='cuda:0') (tensor(30.1734, device='cuda:0')) | > loss_gen: 2.337536334991455 (2.780876489180438) | > loss_kl: 1.6683796644210815 (1.771116335436983) | > loss_feat: 5.868186950683594 (8.453912723739183) | > loss_mel: 10.567675590515137 (14.084221857898639) | > loss_duration: 1.7631137371063232 (1.7484405434356545) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.204891204833984 (28.83856803966019) | > grad_norm_1: tensor(827.3266, device='cuda:0') (tensor(815.3998, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8404 (0.8503207305692276) | > loader_time: 0.0101 (0.011064446197365815)  --> TIME: 2025-05-08 18:59:58 -- STEP: 262/725 -- GLOBAL_STEP: 68600 | > loss_disc: 2.0406694412231445 (2.198835829742083) | > loss_disc_real_0: 0.11741425842046738 (0.13601144377625626) | > loss_disc_real_1: 0.17643128335475922 (0.19625872487330254) | > loss_disc_real_2: 0.16393190622329712 (0.19235124080690716) | > loss_disc_real_3: 0.19445475935935974 (0.19866264952730586) | > loss_disc_real_4: 0.2008676379919052 (0.19767242692809067) | > loss_disc_real_5: 0.18033766746520996 (0.1998775692386482) | > loss_0: 2.0406694412231445 (2.198835829742083) | > grad_norm_0: tensor(19.2189, device='cuda:0') (tensor(30.5158, device='cuda:0')) | > loss_gen: 2.9584968090057373 (2.786691924087873) | > loss_kl: 1.7574628591537476 (1.7719970795944446) | > loss_feat: 9.821211814880371 (8.470653233637334) | > loss_mel: 15.12153148651123 (14.0929314489583) | > loss_duration: 1.7274295091629028 (1.749586729147962) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.386133193969727 (28.871860533270223) | > grad_norm_1: tensor(1007.2844, device='cuda:0') (tensor(809.3595, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.891 (0.8528590912127313) | > loader_time: 0.0109 (0.01105024341408533)  --> TIME: 2025-05-08 19:00:41 -- STEP: 312/725 -- GLOBAL_STEP: 68650 | > loss_disc: 2.1484224796295166 (2.19787249962489) | > loss_disc_real_0: 0.13493843376636505 (0.13575820156779037) | > loss_disc_real_1: 0.19894573092460632 (0.19623642839873456) | > loss_disc_real_2: 0.1949528157711029 (0.19268960204835123) | > loss_disc_real_3: 0.2071721851825714 (0.19881686310355481) | > loss_disc_real_4: 0.17137587070465088 (0.19740095142370614) | > loss_disc_real_5: 0.179224893450737 (0.1998084037063213) | > loss_0: 2.1484224796295166 (2.19787249962489) | > grad_norm_0: tensor(26.5238, device='cuda:0') (tensor(30.7949, device='cuda:0')) | > loss_gen: 2.8184523582458496 (2.7835185932807427) | > loss_kl: 1.8878377676010132 (1.7715961948419225) | > loss_feat: 8.446799278259277 (8.432367703853505) | > loss_mel: 13.118487358093262 (14.027419594617987) | > loss_duration: 1.7312809228897095 (1.7484366572820222) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.002859115600586 (28.763338883717868) | > grad_norm_1: tensor(931.8698, device='cuda:0') (tensor(834.7146, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8236 (0.8511494283492752) | > loader_time: 0.0124 (0.011059939861297604)  --> TIME: 2025-05-08 19:01:24 -- STEP: 362/725 -- GLOBAL_STEP: 68700 | > loss_disc: 2.2462410926818848 (2.1931780346190743) | > loss_disc_real_0: 0.15735803544521332 (0.13328401973851783) | > loss_disc_real_1: 0.1965513825416565 (0.1959517195162194) | > loss_disc_real_2: 0.19897893071174622 (0.1926354388011753) | > loss_disc_real_3: 0.21858930587768555 (0.1986155047683426) | > loss_disc_real_4: 0.1704176813364029 (0.1974655880453837) | > loss_disc_real_5: 0.1604042798280716 (0.1998393360257807) | > loss_0: 2.2462410926818848 (2.1931780346190743) | > grad_norm_0: tensor(45.0073, device='cuda:0') (tensor(30.7676, device='cuda:0')) | > loss_gen: 2.825986862182617 (2.792155028706757) | > loss_kl: 1.853722333908081 (1.7751251426190957) | > loss_feat: 9.071878433227539 (8.45547943747504) | > loss_mel: 14.886979103088379 (14.030145771595652) | > loss_duration: 1.7038521766662598 (1.747541811914075) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.342418670654297 (28.800447258501432) | > grad_norm_1: tensor(495.5525, device='cuda:0') (tensor(808.1165, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8147 (0.8499471660477025) | > loader_time: 0.0115 (0.011071319079530823)  --> TIME: 2025-05-08 19:02:07 -- STEP: 412/725 -- GLOBAL_STEP: 68750 | > loss_disc: 2.2227230072021484 (2.1943060773090264) | > loss_disc_real_0: 0.144029900431633 (0.13395165925104024) | > loss_disc_real_1: 0.2067747563123703 (0.19613237422212818) | > loss_disc_real_2: 0.20825646817684174 (0.19255227049432913) | > loss_disc_real_3: 0.19963693618774414 (0.19883081736495195) | > loss_disc_real_4: 0.2307380735874176 (0.19783138306540193) | > loss_disc_real_5: 0.20130260288715363 (0.19992399488765633) | > loss_0: 2.2227230072021484 (2.1943060773090264) | > grad_norm_0: tensor(30.8067, device='cuda:0') (tensor(30.4208, device='cuda:0')) | > loss_gen: 2.7682228088378906 (2.793360101945193) | > loss_kl: 1.719879388809204 (1.7739343648975332) | > loss_feat: 8.216414451599121 (8.458165298387836) | > loss_mel: 14.23080825805664 (14.054260971476728) | > loss_duration: 1.7404329776763916 (1.7479883585740061) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.675758361816406 (28.827709142444213) | > grad_norm_1: tensor(780.2516, device='cuda:0') (tensor(799.3765, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8556 (0.8494659633312414) | > loader_time: 0.0124 (0.011094934732011213)  --> TIME: 2025-05-08 19:02:51 -- STEP: 462/725 -- GLOBAL_STEP: 68800 | > loss_disc: 2.161496639251709 (2.1951427552607177) | > loss_disc_real_0: 0.1369127482175827 (0.1336706462134785) | > loss_disc_real_1: 0.20418278872966766 (0.19640227652344355) | > loss_disc_real_2: 0.24758027493953705 (0.19254676736407467) | > loss_disc_real_3: 0.22693389654159546 (0.19908726379855887) | > loss_disc_real_4: 0.19577869772911072 (0.19771438204880917) | > loss_disc_real_5: 0.1772112101316452 (0.19989614428960398) | > loss_0: 2.161496639251709 (2.1951427552607177) | > grad_norm_0: tensor(30.3962, device='cuda:0') (tensor(30.7214, device='cuda:0')) | > loss_gen: 2.79482102394104 (2.791897806254301) | > loss_kl: 1.7468020915985107 (1.7769827992369083) | > loss_feat: 8.609793663024902 (8.455135488922975) | > loss_mel: 14.321500778198242 (14.053074293838433) | > loss_duration: 1.784053087234497 (1.748265713840336) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.25697135925293 (28.82535615731112) | > grad_norm_1: tensor(942.6807, device='cuda:0') (tensor(805.6434, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.7911 (0.8492631416816219) | > loader_time: 0.0112 (0.01107333955310639)  --> TIME: 2025-05-08 19:03:34 -- STEP: 512/725 -- GLOBAL_STEP: 68850 | > loss_disc: 2.2140820026397705 (2.196806553751232) | > loss_disc_real_0: 0.11360638588666916 (0.13379179241019257) | > loss_disc_real_1: 0.17518684267997742 (0.19641309799044396) | > loss_disc_real_2: 0.18904507160186768 (0.19256768861669116) | > loss_disc_real_3: 0.17550835013389587 (0.1990261048777029) | > loss_disc_real_4: 0.19104494154453278 (0.19801255781203508) | > loss_disc_real_5: 0.2148592174053192 (0.200265865350957) | > loss_0: 2.2140820026397705 (2.196806553751232) | > grad_norm_0: tensor(16.7916, device='cuda:0') (tensor(30.9311, device='cuda:0')) | > loss_gen: 2.6194095611572266 (2.7886636853218087) | > loss_kl: 1.7027249336242676 (1.7788755239453165) | > loss_feat: 7.603428363800049 (8.43918555881828) | > loss_mel: 12.996642112731934 (14.050048479810355) | > loss_duration: 1.7128746509552002 (1.7499402984976768) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.635080337524414 (28.806713588535793) | > grad_norm_1: tensor(728.0102, device='cuda:0') (tensor(809.0367, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8382 (0.8490547183901074) | > loader_time: 0.0116 (0.011065145488828414)  --> TIME: 2025-05-08 19:04:16 -- STEP: 562/725 -- GLOBAL_STEP: 68900 | > loss_disc: 2.1348047256469727 (2.197484971789705) | > loss_disc_real_0: 0.19785264134407043 (0.13436408350873844) | > loss_disc_real_1: 0.21163591742515564 (0.1963196528339725) | > loss_disc_real_2: 0.19962099194526672 (0.19239884286164388) | > loss_disc_real_3: 0.16085071861743927 (0.19899637774428441) | > loss_disc_real_4: 0.16023345291614532 (0.1977568281237765) | > loss_disc_real_5: 0.20460347831249237 (0.20042791727970077) | > loss_0: 2.1348047256469727 (2.197484971789705) | > grad_norm_0: tensor(9.8631, device='cuda:0') (tensor(31.2059, device='cuda:0')) | > loss_gen: 2.8535966873168945 (2.788995509470061) | > loss_kl: 1.7549409866333008 (1.780536899999367) | > loss_feat: 9.232518196105957 (8.44833474821043) | > loss_mel: 15.376002311706543 (14.076769350262298) | > loss_duration: 1.7145366668701172 (1.7507899904166255) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.93159294128418 (28.845426522115794) | > grad_norm_1: tensor(542.2816, device='cuda:0') (tensor(799.9954, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8636 (0.848290155790879) | > loader_time: 0.0109 (0.01106961044976719)  --> TIME: 2025-05-08 19:05:00 -- STEP: 612/725 -- GLOBAL_STEP: 68950 | > loss_disc: 2.209582805633545 (2.1978608453585453) | > loss_disc_real_0: 0.10598351806402206 (0.13423067519404697) | > loss_disc_real_1: 0.18464750051498413 (0.19632473079110282) | > loss_disc_real_2: 0.1858321577310562 (0.19267760433889686) | > loss_disc_real_3: 0.21660678088665009 (0.19889859828391884) | > loss_disc_real_4: 0.1999029666185379 (0.1976817355192954) | > loss_disc_real_5: 0.17437127232551575 (0.20045096864254258) | > loss_0: 2.209582805633545 (2.1978608453585453) | > grad_norm_0: tensor(19.6064, device='cuda:0') (tensor(31.3684, device='cuda:0')) | > loss_gen: 2.7486867904663086 (2.790125535594093) | > loss_kl: 1.767458200454712 (1.7819444159277118) | > loss_feat: 8.235420227050781 (8.450526373838283) | > loss_mel: 14.495413780212402 (14.078015255772208) | > loss_duration: 1.670640468597412 (1.7503056633316614) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.917619705200195 (28.850917261410384) | > grad_norm_1: tensor(773.4147, device='cuda:0') (tensor(800.3615, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8018 (0.8490462244725697) | > loader_time: 0.0119 (0.011098153450909769)  --> TIME: 2025-05-08 19:05:43 -- STEP: 662/725 -- GLOBAL_STEP: 69000 | > loss_disc: 2.2943620681762695 (2.1995175898615353) | > loss_disc_real_0: 0.21157997846603394 (0.13458440122490006) | > loss_disc_real_1: 0.23272937536239624 (0.19655696005529508) | > loss_disc_real_2: 0.19419242441654205 (0.19272545148868936) | > loss_disc_real_3: 0.18785087764263153 (0.1989669548825915) | > loss_disc_real_4: 0.21794584393501282 (0.19779711592593582) | > loss_disc_real_5: 0.2549316883087158 (0.20069997097025105) | > loss_0: 2.2943620681762695 (2.1995175898615353) | > grad_norm_0: tensor(63.0068, device='cuda:0') (tensor(31.6875, device='cuda:0')) | > loss_gen: 2.781968116760254 (2.788852251908572) | > loss_kl: 1.8941758871078491 (1.7819939884174258) | > loss_feat: 8.612286567687988 (8.434331208917657) | > loss_mel: 13.89175033569336 (14.056908103274433) | > loss_duration: 1.7622241973876953 (1.7507105114956998) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.94240379333496 (28.81279607697916) | > grad_norm_1: tensor(641.4586, device='cuda:0') (tensor(804.2455, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.875 (0.8486549933511327) | > loader_time: 0.0112 (0.01111808032067519) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_69000.pth  --> TIME: 2025-05-08 19:06:29 -- STEP: 712/725 -- GLOBAL_STEP: 69050 | > loss_disc: 2.090512275695801 (2.2012563187084853) | > loss_disc_real_0: 0.0956530049443245 (0.13551112015867656) | > loss_disc_real_1: 0.18855585157871246 (0.19660277587225597) | > loss_disc_real_2: 0.20214512944221497 (0.19259286157033417) | > loss_disc_real_3: 0.19874730706214905 (0.19887046116205415) | > loss_disc_real_4: 0.19174975156784058 (0.19786087557506027) | > loss_disc_real_5: 0.17287911474704742 (0.200673596755591) | > loss_0: 2.090512275695801 (2.2012563187084853) | > grad_norm_0: tensor(36.0620, device='cuda:0') (tensor(31.3301, device='cuda:0')) | > loss_gen: 2.784151554107666 (2.7858162686396186) | > loss_kl: 1.679040789604187 (1.7820096603605178) | > loss_feat: 9.154012680053711 (8.428116150786357) | > loss_mel: 15.304450988769531 (14.054945632313071) | > loss_duration: 1.7539222240447998 (1.7499356095710497) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.67557716369629 (28.80082332953978) | > grad_norm_1: tensor(1352.4857, device='cuda:0') (tensor(797.3076, device='cuda:0')) | > current_lr_0: 0.00019922645137067577 | > current_lr_1: 0.00019922645137067577 | > step_time: 0.8101 (0.8487182075387978) | > loader_time: 0.0132 (0.011141012893633881)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.212167978286743 (2.212167978286743) | > loss_disc_real_0: 0.12783567607402802 (0.12783567607402802) | > loss_disc_real_1: 0.19137555360794067 (0.19137555360794067) | > loss_disc_real_2: 0.19266362488269806 (0.19266362488269806) | > loss_disc_real_3: 0.2071102112531662 (0.2071102112531662) | > loss_disc_real_4: 0.1974867582321167 (0.1974867582321167) | > loss_disc_real_5: 0.2120431363582611 (0.2120431363582611) | > loss_0: 2.212167978286743 (2.212167978286743) | > loss_gen: 2.5676307678222656 (2.5676307678222656) | > loss_kl: 1.877967119216919 (1.877967119216919) | > loss_feat: 8.081315040588379 (8.081315040588379) | > loss_mel: 13.460684776306152 (13.460684776306152) | > loss_duration: 1.7016648054122925 (1.7016648054122925) | > loss_1: 27.68926239013672 (27.68926239013672)  --> STEP: 1 | > loss_disc: 1.963364601135254 (1.963364601135254) | > loss_disc_real_0: 0.08926413208246231 (0.08926413208246231) | > loss_disc_real_1: 0.18237358331680298 (0.18237358331680298) | > loss_disc_real_2: 0.161744624376297 (0.161744624376297) | > loss_disc_real_3: 0.1750403642654419 (0.1750403642654419) | > loss_disc_real_4: 0.19910505414009094 (0.19910505414009094) | > loss_disc_real_5: 0.19974985718727112 (0.19974985718727112) | > loss_0: 1.963364601135254 (1.963364601135254) | > loss_gen: 2.8835766315460205 (2.8835766315460205) | > loss_kl: 1.8604949712753296 (1.8604949712753296) | > loss_feat: 9.84544563293457 (9.84544563293457) | > loss_mel: 16.176145553588867 (16.176145553588867) | > loss_duration: 1.774294137954712 (1.774294137954712) | > loss_1: 32.53995895385742 (32.53995895385742)  --> STEP: 2 | > loss_disc: 1.9754999876022339 (1.969432294368744) | > loss_disc_real_0: 0.09616744518280029 (0.0927157886326313) | > loss_disc_real_1: 0.18562424182891846 (0.18399891257286072) | > loss_disc_real_2: 0.15420079231262207 (0.15797270834445953) | > loss_disc_real_3: 0.16408371925354004 (0.16956204175949097) | > loss_disc_real_4: 0.18425989151000977 (0.19168247282505035) | > loss_disc_real_5: 0.21393626928329468 (0.2068430632352829) | > loss_0: 1.9754999876022339 (1.969432294368744) | > loss_gen: 2.795680046081543 (2.8396283388137817) | > loss_kl: 1.8654534816741943 (1.862974226474762) | > loss_feat: 9.206337928771973 (9.525891780853271) | > loss_mel: 15.583294868469238 (15.879720211029053) | > loss_duration: 1.837358832359314 (1.805826485157013) | > loss_1: 31.28812599182129 (31.914042472839355)  --> STEP: 3 | > loss_disc: 2.0827038288116455 (2.007189472516378) | > loss_disc_real_0: 0.10890858620405197 (0.09811338782310486) | > loss_disc_real_1: 0.20300720632076263 (0.19033501048882803) | > loss_disc_real_2: 0.1764635294675827 (0.16413631538550058) | > loss_disc_real_3: 0.17588752508163452 (0.17167053620020548) | > loss_disc_real_4: 0.1950521171092987 (0.19280568758646646) | > loss_disc_real_5: 0.17809951305389404 (0.1972618798414866) | > loss_0: 2.0827038288116455 (2.007189472516378) | > loss_gen: 2.6337642669677734 (2.771006981531779) | > loss_kl: 1.941050410270691 (1.888999621073405) | > loss_feat: 8.493110656738281 (9.181631406148275) | > loss_mel: 14.260848999023438 (15.340096473693848) | > loss_duration: 1.8110219240188599 (1.807558298110962) | > loss_1: 29.13979721069336 (30.989294052124023)  --> STEP: 4 | > loss_disc: 2.118788957595825 (2.0350893437862396) | > loss_disc_real_0: 0.08188652247190475 (0.09405667148530483) | > loss_disc_real_1: 0.19486448168754578 (0.19146737828850746) | > loss_disc_real_2: 0.16365356743335724 (0.16401562839746475) | > loss_disc_real_3: 0.18323414027690887 (0.17456143721938133) | > loss_disc_real_4: 0.15969468653202057 (0.184527937322855) | > loss_disc_real_5: 0.22423683106899261 (0.2040056176483631) | > loss_0: 2.118788957595825 (2.0350893437862396) | > loss_gen: 2.5298826694488525 (2.7107259035110474) | > loss_kl: 2.145132064819336 (1.9530327320098877) | > loss_feat: 8.851224899291992 (9.099029779434204) | > loss_mel: 14.792598724365234 (15.203222036361694) | > loss_duration: 1.7492668628692627 (1.792985439300537) | > loss_1: 30.068105697631836 (30.758996963500977) --> EVAL PERFORMANCE | > avg_loader_time: 0.28672659397125244 (+0.0019283294677734375) | > avg_loss_disc: 2.0350893437862396 (-0.18747708201408386) | > avg_loss_disc_real_0: 0.09405667148530483 (-0.054991213604807854) | > avg_loss_disc_real_1: 0.19146737828850746 (+0.016786158084869385) | > avg_loss_disc_real_2: 0.16401562839746475 (-0.04794170334935188) | > avg_loss_disc_real_3: 0.17456143721938133 (-0.005523044615983963) | > avg_loss_disc_real_4: 0.184527937322855 (-0.05452059954404831) | > avg_loss_disc_real_5: 0.2040056176483631 (-0.019838694483041763) | > avg_loss_0: 2.0350893437862396 (-0.18747708201408386) | > avg_loss_gen: 2.7107259035110474 (-0.0724189281463623) | > avg_loss_kl: 1.9530327320098877 (-0.03873366117477417) | > avg_loss_feat: 9.099029779434204 (+0.8152254819869995) | > avg_loss_mel: 15.203222036361694 (+0.5304033756256104) | > avg_loss_duration: 1.792985439300537 (+0.013138055801391602) | > avg_loss_1: 30.758996963500977 (+1.247614860534668)  > EPOCH: 32/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 19:06:46)   --> TIME: 2025-05-08 19:07:21 -- STEP: 37/725 -- GLOBAL_STEP: 69100 | > loss_disc: 2.2849345207214355 (2.2237764951345076) | > loss_disc_real_0: 0.1391964703798294 (0.14095755122803355) | > loss_disc_real_1: 0.2176656424999237 (0.1993138971360954) | > loss_disc_real_2: 0.17665667831897736 (0.19384448189993161) | > loss_disc_real_3: 0.1997421234846115 (0.19799592929917412) | > loss_disc_real_4: 0.18649351596832275 (0.19789327681064606) | > loss_disc_real_5: 0.21392102539539337 (0.2018768823630101) | > loss_0: 2.2849345207214355 (2.2237764951345076) | > grad_norm_0: tensor(18.5498, device='cuda:0') (tensor(34.5127, device='cuda:0')) | > loss_gen: 2.5981364250183105 (2.789382805695405) | > loss_kl: 1.7361849546432495 (1.7941740976797569) | > loss_feat: 8.081611633300781 (8.447120344316637) | > loss_mel: 12.936295509338379 (14.175160871969688) | > loss_duration: 1.7529609203338623 (1.7470680410797532) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.10519027709961 (28.952906428156673) | > grad_norm_1: tensor(676.0628, device='cuda:0') (tensor(706.4807, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8423 (0.8540170579343229) | > loader_time: 0.0103 (0.010692641541764542)  --> TIME: 2025-05-08 19:08:04 -- STEP: 87/725 -- GLOBAL_STEP: 69150 | > loss_disc: 2.228245496749878 (2.2025113790884787) | > loss_disc_real_0: 0.09283038973808289 (0.13671160210994468) | > loss_disc_real_1: 0.1773107498884201 (0.19822738019899386) | > loss_disc_real_2: 0.17590200901031494 (0.19339862465858462) | > loss_disc_real_3: 0.1998254954814911 (0.19727029694222864) | > loss_disc_real_4: 0.1920967400074005 (0.19772676130135855) | > loss_disc_real_5: 0.20185112953186035 (0.20062911630361926) | > loss_0: 2.228245496749878 (2.2025113790884787) | > grad_norm_0: tensor(16.8131, device='cuda:0') (tensor(32.0387, device='cuda:0')) | > loss_gen: 2.6250219345092773 (2.802017888803591) | > loss_kl: 1.8301254510879517 (1.7772181472559085) | > loss_feat: 8.824516296386719 (8.48278950000631) | > loss_mel: 15.423355102539062 (14.186710237086505) | > loss_duration: 1.7427623271942139 (1.7495314444618664) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.44577980041504 (28.99826720665241) | > grad_norm_1: tensor(574.0224, device='cuda:0') (tensor(765.4391, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8344 (0.8542438293325489) | > loader_time: 0.01 (0.01075978662775851)  --> TIME: 2025-05-08 19:08:48 -- STEP: 137/725 -- GLOBAL_STEP: 69200 | > loss_disc: 2.1332688331604004 (2.201135718909494) | > loss_disc_real_0: 0.11839339137077332 (0.13621239704045932) | > loss_disc_real_1: 0.16919583082199097 (0.19778187855751841) | > loss_disc_real_2: 0.1922939419746399 (0.19303907182094826) | > loss_disc_real_3: 0.18037943542003632 (0.19769673408383007) | > loss_disc_real_4: 0.20391616225242615 (0.19711382447803108) | > loss_disc_real_5: 0.16992120444774628 (0.20088712707923273) | > loss_0: 2.1332688331604004 (2.201135718909494) | > grad_norm_0: tensor(23.2461, device='cuda:0') (tensor(30.8742, device='cuda:0')) | > loss_gen: 2.8375942707061768 (2.8005677905395947) | > loss_kl: 1.8312350511550903 (1.7945238665072587) | > loss_feat: 9.640419960021973 (8.506827953088019) | > loss_mel: 14.661888122558594 (14.187006804194764) | > loss_duration: 1.7457472085952759 (1.7472987235897648) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.71688461303711 (29.03622510311377) | > grad_norm_1: tensor(986.9144, device='cuda:0') (tensor(761.4871, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 1.4471 (0.8583607203768988) | > loader_time: 0.0099 (0.010667830488107504)  --> TIME: 2025-05-08 19:09:32 -- STEP: 187/725 -- GLOBAL_STEP: 69250 | > loss_disc: 2.2420079708099365 (2.203064505429192) | > loss_disc_real_0: 0.14909103512763977 (0.13623634849321395) | > loss_disc_real_1: 0.20237073302268982 (0.19752886253882218) | > loss_disc_real_2: 0.2100415676832199 (0.19314548253694314) | > loss_disc_real_3: 0.2082173377275467 (0.1982745572048075) | > loss_disc_real_4: 0.18515115976333618 (0.19748025885559028) | > loss_disc_real_5: 0.16977950930595398 (0.20151563578429707) | > loss_0: 2.2420079708099365 (2.203064505429192) | > grad_norm_0: tensor(20.9638, device='cuda:0') (tensor(30.3907, device='cuda:0')) | > loss_gen: 2.602290153503418 (2.797633582895453) | > loss_kl: 1.9721685647964478 (1.7831753868470217) | > loss_feat: 7.8645453453063965 (8.445721588032763) | > loss_mel: 13.841439247131348 (14.117022922332275) | > loss_duration: 1.760469675064087 (1.747767106734495) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.04091453552246 (28.891320590666908) | > grad_norm_1: tensor(586.6317, device='cuda:0') (tensor(759.5844, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8884 (0.859318567469796) | > loader_time: 0.0101 (0.010764287754813627)  --> TIME: 2025-05-08 19:10:16 -- STEP: 237/725 -- GLOBAL_STEP: 69300 | > loss_disc: 2.254415512084961 (2.2065040964617517) | > loss_disc_real_0: 0.1584029197692871 (0.1364075084715957) | > loss_disc_real_1: 0.21405337750911713 (0.1977144882774554) | > loss_disc_real_2: 0.20948147773742676 (0.1931200313542965) | > loss_disc_real_3: 0.22582662105560303 (0.19886711277539218) | > loss_disc_real_4: 0.19624929130077362 (0.19812119799324235) | > loss_disc_real_5: 0.19422748684883118 (0.20112310312216794) | > loss_0: 2.254415512084961 (2.2065040964617517) | > grad_norm_0: tensor(50.0410, device='cuda:0') (tensor(30.4306, device='cuda:0')) | > loss_gen: 2.7758560180664062 (2.794004846725786) | > loss_kl: 1.8100539445877075 (1.7983027998405168) | > loss_feat: 8.337360382080078 (8.424816676835967) | > loss_mel: 14.289921760559082 (14.099895807258187) | > loss_duration: 1.7177553176879883 (1.7445660688706088) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.930946350097656 (28.86158625284831) | > grad_norm_1: tensor(983.1692, device='cuda:0') (tensor(767.3340, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8377 (0.8589439895082628) | > loader_time: 0.011 (0.010750369180606898)  --> TIME: 2025-05-08 19:10:59 -- STEP: 287/725 -- GLOBAL_STEP: 69350 | > loss_disc: 2.312014102935791 (2.206775419388084) | > loss_disc_real_0: 0.1115439385175705 (0.13621678229304568) | > loss_disc_real_1: 0.1881055384874344 (0.19767059448081029) | > loss_disc_real_2: 0.19645552337169647 (0.19275235511907712) | > loss_disc_real_3: 0.19808389246463776 (0.19895943454126025) | > loss_disc_real_4: 0.2005050778388977 (0.19825915743041964) | > loss_disc_real_5: 0.19198274612426758 (0.20134295564702995) | > loss_0: 2.312014102935791 (2.206775419388084) | > grad_norm_0: tensor(33.1762, device='cuda:0') (tensor(30.1154, device='cuda:0')) | > loss_gen: 2.635873317718506 (2.7864769377359537) | > loss_kl: 1.8236299753189087 (1.8000145618923866) | > loss_feat: 7.476141929626465 (8.404949932563593) | > loss_mel: 13.047225952148438 (14.042400502992425) | > loss_duration: 1.7669899463653564 (1.7440873347093002) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.749862670898438 (28.77792927944702) | > grad_norm_1: tensor(991.3994, device='cuda:0') (tensor(799.2054, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8214 (0.8562639615261596) | > loader_time: 0.0101 (0.010770290986170758)  --> TIME: 2025-05-08 19:11:43 -- STEP: 337/725 -- GLOBAL_STEP: 69400 | > loss_disc: 2.1287972927093506 (2.210250662413125) | > loss_disc_real_0: 0.1303313672542572 (0.13706892328640838) | > loss_disc_real_1: 0.17665697634220123 (0.19796555774501942) | > loss_disc_real_2: 0.194350928068161 (0.1928196521116648) | > loss_disc_real_3: 0.17101432383060455 (0.19910858655541866) | > loss_disc_real_4: 0.17101247608661652 (0.19845276960456407) | > loss_disc_real_5: 0.20196329057216644 (0.2018887648685042) | > loss_0: 2.1287972927093506 (2.210250662413125) | > grad_norm_0: tensor(19.2792, device='cuda:0') (tensor(30.2554, device='cuda:0')) | > loss_gen: 2.673125743865967 (2.782262794341814) | > loss_kl: 1.819983720779419 (1.8021242077343542) | > loss_feat: 8.124937057495117 (8.393903674286975) | > loss_mel: 13.940383911132812 (14.031662768355464) | > loss_duration: 1.7242956161499023 (1.742230153225296) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.282726287841797 (28.752183608556006) | > grad_norm_1: tensor(1118.9462, device='cuda:0') (tensor(786.7534, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8942 (0.8577034530017071) | > loader_time: 0.0123 (0.010741900265747438)  --> TIME: 2025-05-08 19:12:26 -- STEP: 387/725 -- GLOBAL_STEP: 69450 | > loss_disc: 2.226088285446167 (2.2051964921236658) | > loss_disc_real_0: 0.14277303218841553 (0.1361115817798817) | > loss_disc_real_1: 0.19594082236289978 (0.1974263233577866) | > loss_disc_real_2: 0.19572220742702484 (0.19251782887973842) | > loss_disc_real_3: 0.2100231796503067 (0.1991941288537141) | > loss_disc_real_4: 0.20607739686965942 (0.1980760928041251) | > loss_disc_real_5: 0.22153989970684052 (0.2015042908739982) | > loss_0: 2.226088285446167 (2.2051964921236658) | > grad_norm_0: tensor(34.2086, device='cuda:0') (tensor(30.3205, device='cuda:0')) | > loss_gen: 2.841923475265503 (2.7863889264197916) | > loss_kl: 1.8486915826797485 (1.806112494271547) | > loss_feat: 7.889302730560303 (8.410497520013063) | > loss_mel: 13.122623443603516 (14.058163455598422) | > loss_duration: 1.8132779598236084 (1.7415198398806944) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.515819549560547 (28.802682240804035) | > grad_norm_1: tensor(655.1789, device='cuda:0') (tensor(797.9864, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8389 (0.857201461028067) | > loader_time: 0.0112 (0.010735949804616538)  --> TIME: 2025-05-08 19:13:09 -- STEP: 437/725 -- GLOBAL_STEP: 69500 | > loss_disc: 2.16919207572937 (2.203697343985602) | > loss_disc_real_0: 0.19812817871570587 (0.13539402846681722) | > loss_disc_real_1: 0.18657974898815155 (0.19710609405482657) | > loss_disc_real_2: 0.18192194402217865 (0.1924869752994119) | > loss_disc_real_3: 0.22333507239818573 (0.19932336569923556) | > loss_disc_real_4: 0.2182333767414093 (0.19817730873072992) | > loss_disc_real_5: 0.2634703814983368 (0.20156981726123757) | > loss_0: 2.16919207572937 (2.203697343985602) | > grad_norm_0: tensor(74.7467, device='cuda:0') (tensor(30.5670, device='cuda:0')) | > loss_gen: 3.124755859375 (2.7858077432252712) | > loss_kl: 1.733705997467041 (1.8100516621526372) | > loss_feat: 9.132230758666992 (8.418758637845103) | > loss_mel: 14.585214614868164 (14.053290081242402) | > loss_duration: 1.69460928440094 (1.7411081403562079) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.27051544189453 (28.809016282280194) | > grad_norm_1: tensor(469.0448, device='cuda:0') (tensor(815.1906, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8866 (0.8562362248619306) | > loader_time: 0.0123 (0.01072597667336192)  --> TIME: 2025-05-08 19:13:54 -- STEP: 487/725 -- GLOBAL_STEP: 69550 | > loss_disc: 2.434462785720825 (2.203119364362475) | > loss_disc_real_0: 0.1672327220439911 (0.13547034820950993) | > loss_disc_real_1: 0.21443277597427368 (0.19692297512378534) | > loss_disc_real_2: 0.20975801348686218 (0.1923552205063235) | > loss_disc_real_3: 0.17364676296710968 (0.19922794979945344) | > loss_disc_real_4: 0.2206796556711197 (0.19795090513919658) | > loss_disc_real_5: 0.20657730102539062 (0.20169869634405055) | > loss_0: 2.434462785720825 (2.203119364362475) | > grad_norm_0: tensor(13.1278, device='cuda:0') (tensor(30.3761, device='cuda:0')) | > loss_gen: 2.39009428024292 (2.784794352627387) | > loss_kl: 1.8924013376235962 (1.809347099592064) | > loss_feat: 5.869937419891357 (8.415457666777002) | > loss_mel: 10.631536483764648 (14.04720248236059) | > loss_duration: 1.753877878189087 (1.7421133248957765) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.5378475189209 (28.798914930903692) | > grad_norm_1: tensor(328.9193, device='cuda:0') (tensor(806.3630, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.819 (0.8579400667664452) | > loader_time: 0.011 (0.01069900827975734)  --> TIME: 2025-05-08 19:14:37 -- STEP: 537/725 -- GLOBAL_STEP: 69600 | > loss_disc: 2.2124011516571045 (2.2048902249647) | > loss_disc_real_0: 0.1374475210905075 (0.1367928319900285) | > loss_disc_real_1: 0.2071765959262848 (0.1968590426544903) | > loss_disc_real_2: 0.17859822511672974 (0.1923999836602469) | > loss_disc_real_3: 0.21178673207759857 (0.19932068992593435) | > loss_disc_real_4: 0.19185924530029297 (0.19812763999849278) | > loss_disc_real_5: 0.16376963257789612 (0.2014262906277424) | > loss_0: 2.2124011516571045 (2.2048902249647) | > grad_norm_0: tensor(8.3834, device='cuda:0') (tensor(30.6204, device='cuda:0')) | > loss_gen: 2.715620279312134 (2.7836291838846603) | > loss_kl: 1.6174280643463135 (1.8110994036193222) | > loss_feat: 8.531086921691895 (8.416337859475194) | > loss_mel: 13.85827922821045 (14.047407640425188) | > loss_duration: 1.7578222751617432 (1.742554774053492) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.480236053466797 (28.801028839480725) | > grad_norm_1: tensor(145.7809, device='cuda:0') (tensor(793.8427, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8557 (0.8571494846592624) | > loader_time: 0.0097 (0.0107012389980437)  --> TIME: 2025-05-08 19:15:21 -- STEP: 587/725 -- GLOBAL_STEP: 69650 | > loss_disc: 2.3069005012512207 (2.2070917327724864) | > loss_disc_real_0: 0.18280991911888123 (0.13744437883035293) | > loss_disc_real_1: 0.21288545429706573 (0.19670473546855896) | > loss_disc_real_2: 0.18851295113563538 (0.19260313870858095) | > loss_disc_real_3: 0.21286480128765106 (0.1994452681614553) | > loss_disc_real_4: 0.20821252465248108 (0.19839899919711337) | > loss_disc_real_5: 0.2149146944284439 (0.2015685795519177) | > loss_0: 2.3069005012512207 (2.2070917327724864) | > grad_norm_0: tensor(26.3123, device='cuda:0') (tensor(30.2763, device='cuda:0')) | > loss_gen: 2.529695510864258 (2.7799494485838845) | > loss_kl: 1.8058817386627197 (1.8104306162926778) | > loss_feat: 7.527688026428223 (8.410581650482133) | > loss_mel: 13.306437492370605 (14.049024918213414) | > loss_duration: 1.732225775718689 (1.7426842572944945) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.901927947998047 (28.79267085918576) | > grad_norm_1: tensor(1082.6875, device='cuda:0') (tensor(802.3349, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8636 (0.8573946664443011) | > loader_time: 0.0106 (0.0107240664694947)  --> TIME: 2025-05-08 19:16:04 -- STEP: 637/725 -- GLOBAL_STEP: 69700 | > loss_disc: 2.1195449829101562 (2.2077919422550876) | > loss_disc_real_0: 0.13855640590190887 (0.13803942682253711) | > loss_disc_real_1: 0.17504532635211945 (0.19665295280972298) | > loss_disc_real_2: 0.1872597187757492 (0.19281351133549418) | > loss_disc_real_3: 0.17109055817127228 (0.1992364847912706) | > loss_disc_real_4: 0.20021824538707733 (0.1981519322193211) | > loss_disc_real_5: 0.17842115461826324 (0.20157133461541996) | > loss_0: 2.1195449829101562 (2.2077919422550876) | > grad_norm_0: tensor(22.9089, device='cuda:0') (tensor(30.4355, device='cuda:0')) | > loss_gen: 2.999751329421997 (2.7806557385101764) | > loss_kl: 1.8806174993515015 (1.8085495641504767) | > loss_feat: 9.237809181213379 (8.414218779822912) | > loss_mel: 15.555078506469727 (14.067519399023134) | > loss_duration: 1.7268399000167847 (1.7430732738653576) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.400094985961914 (28.8140167134523) | > grad_norm_1: tensor(954.0771, device='cuda:0') (tensor(803.0235, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.83 (0.8572021541266089) | > loader_time: 0.0096 (0.010759290758070065)  --> TIME: 2025-05-08 19:16:47 -- STEP: 687/725 -- GLOBAL_STEP: 69750 | > loss_disc: 2.1994924545288086 (2.2090900527337745) | > loss_disc_real_0: 0.1161842793226242 (0.13837431998600805) | > loss_disc_real_1: 0.1779060959815979 (0.19680558505103404) | > loss_disc_real_2: 0.20963944494724274 (0.19288193006095572) | > loss_disc_real_3: 0.19323259592056274 (0.19931215670344785) | > loss_disc_real_4: 0.17882223427295685 (0.19835087116889033) | > loss_disc_real_5: 0.17872582376003265 (0.20171852106176957) | > loss_0: 2.1994924545288086 (2.2090900527337745) | > grad_norm_0: tensor(30.8217, device='cuda:0') (tensor(30.0130, device='cuda:0')) | > loss_gen: 2.5869593620300293 (2.7748567041177727) | > loss_kl: 1.6942938566207886 (1.8071117321303147) | > loss_feat: 7.840995788574219 (8.40284146318617) | > loss_mel: 13.10028076171875 (14.061947132649209) | > loss_duration: 1.730014681816101 (1.7425610920227257) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.952545166015625 (28.789318098598518) | > grad_norm_1: tensor(1045.5264, device='cuda:0') (tensor(807.8438, device='cuda:0')) | > current_lr_0: 0.00019920154806425444 | > current_lr_1: 0.00019920154806425444 | > step_time: 0.8554 (0.8562564013479752) | > loader_time: 0.0103 (0.010790316125017413)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1054563522338867 (2.1054563522338867) | > loss_disc_real_0: 0.14256823062896729 (0.14256823062896729) | > loss_disc_real_1: 0.18583336472511292 (0.18583336472511292) | > loss_disc_real_2: 0.15569451451301575 (0.15569451451301575) | > loss_disc_real_3: 0.19300970435142517 (0.19300970435142517) | > loss_disc_real_4: 0.2393990159034729 (0.2393990159034729) | > loss_disc_real_5: 0.2315908670425415 (0.2315908670425415) | > loss_0: 2.1054563522338867 (2.1054563522338867) | > loss_gen: 2.9154369831085205 (2.9154369831085205) | > loss_kl: 1.815618872642517 (1.815618872642517) | > loss_feat: 8.649328231811523 (8.649328231811523) | > loss_mel: 15.015199661254883 (15.015199661254883) | > loss_duration: 1.6980459690093994 (1.6980459690093994) | > loss_1: 30.093629837036133 (30.093629837036133)  --> STEP: 1 | > loss_disc: 2.067080497741699 (2.067080497741699) | > loss_disc_real_0: 0.13584834337234497 (0.13584834337234497) | > loss_disc_real_1: 0.19324414432048798 (0.19324414432048798) | > loss_disc_real_2: 0.16284418106079102 (0.16284418106079102) | > loss_disc_real_3: 0.1845000684261322 (0.1845000684261322) | > loss_disc_real_4: 0.21620838344097137 (0.21620838344097137) | > loss_disc_real_5: 0.21411986649036407 (0.21411986649036407) | > loss_0: 2.067080497741699 (2.067080497741699) | > loss_gen: 2.9022884368896484 (2.9022884368896484) | > loss_kl: 2.096353054046631 (2.096353054046631) | > loss_feat: 8.840157508850098 (8.840157508850098) | > loss_mel: 14.882777214050293 (14.882777214050293) | > loss_duration: 1.7879176139831543 (1.7879176139831543) | > loss_1: 30.509492874145508 (30.509492874145508)  --> STEP: 2 | > loss_disc: 2.2205166816711426 (2.143798589706421) | > loss_disc_real_0: 0.17493656277656555 (0.15539245307445526) | > loss_disc_real_1: 0.19424711167812347 (0.19374562799930573) | > loss_disc_real_2: 0.15551698207855225 (0.15918058156967163) | > loss_disc_real_3: 0.20093320310115814 (0.19271663576364517) | > loss_disc_real_4: 0.22819305956363678 (0.22220072150230408) | > loss_disc_real_5: 0.23840755224227905 (0.22626370936632156) | > loss_0: 2.2205166816711426 (2.143798589706421) | > loss_gen: 2.7522919178009033 (2.827290177345276) | > loss_kl: 1.720943808555603 (1.908648431301117) | > loss_feat: 8.464887619018555 (8.652522563934326) | > loss_mel: 14.258487701416016 (14.570632457733154) | > loss_duration: 1.803631067276001 (1.7957743406295776) | > loss_1: 29.000242233276367 (29.754867553710938)  --> STEP: 3 | > loss_disc: 2.1737351417541504 (2.1537774403889975) | > loss_disc_real_0: 0.17675240337848663 (0.16251243650913239) | > loss_disc_real_1: 0.22706732153892517 (0.20485285917917886) | > loss_disc_real_2: 0.14348284900188446 (0.1539480040470759) | > loss_disc_real_3: 0.20490184426307678 (0.19677837193012238) | > loss_disc_real_4: 0.2404819130897522 (0.22829445203145346) | > loss_disc_real_5: 0.23202615976333618 (0.22818452616532645) | > loss_0: 2.1737351417541504 (2.1537774403889975) | > loss_gen: 2.9114904403686523 (2.8553569316864014) | > loss_kl: 1.8717060089111328 (1.8963342905044556) | > loss_feat: 8.354218482971191 (8.553087870279947) | > loss_mel: 14.16144847869873 (14.434237798055014) | > loss_duration: 1.8011486530303955 (1.7975657780965169) | > loss_1: 29.100011825561523 (29.536582310994465)  --> STEP: 4 | > loss_disc: 2.05475115776062 (2.129020869731903) | > loss_disc_real_0: 0.14599943161010742 (0.15838418528437614) | > loss_disc_real_1: 0.20108729600906372 (0.20391146838665009) | > loss_disc_real_2: 0.15208937227725983 (0.1534833461046219) | > loss_disc_real_3: 0.16254058480262756 (0.18821892514824867) | > loss_disc_real_4: 0.2215314358472824 (0.2266036979854107) | > loss_disc_real_5: 0.24609066545963287 (0.23266106098890305) | > loss_0: 2.05475115776062 (2.129020869731903) | > loss_gen: 2.9786953926086426 (2.8861915469169617) | > loss_kl: 1.8442612886428833 (1.8833160400390625) | > loss_feat: 9.732474327087402 (8.847934484481812) | > loss_mel: 16.116748809814453 (14.854865550994873) | > loss_duration: 1.7403271198272705 (1.7832561135292053) | > loss_1: 32.412506103515625 (30.255563259124756) --> EVAL PERFORMANCE | > avg_loader_time: 0.2836318612098694 (-0.0030947327613830566) | > avg_loss_disc: 2.129020869731903 (+0.09393152594566345) | > avg_loss_disc_real_0: 0.15838418528437614 (+0.06432751379907131) | > avg_loss_disc_real_1: 0.20391146838665009 (+0.012444090098142624) | > avg_loss_disc_real_2: 0.1534833461046219 (-0.010532282292842865) | > avg_loss_disc_real_3: 0.18821892514824867 (+0.01365748792886734) | > avg_loss_disc_real_4: 0.2266036979854107 (+0.042075760662555695) | > avg_loss_disc_real_5: 0.23266106098890305 (+0.028655443340539932) | > avg_loss_0: 2.129020869731903 (+0.09393152594566345) | > avg_loss_gen: 2.8861915469169617 (+0.1754656434059143) | > avg_loss_kl: 1.8833160400390625 (-0.0697166919708252) | > avg_loss_feat: 8.847934484481812 (-0.2510952949523926) | > avg_loss_mel: 14.854865550994873 (-0.3483564853668213) | > avg_loss_duration: 1.7832561135292053 (-0.009729325771331787) | > avg_loss_1: 30.255563259124756 (-0.5034337043762207)  > EPOCH: 33/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 19:17:27)   --> TIME: 2025-05-08 19:17:39 -- STEP: 12/725 -- GLOBAL_STEP: 69800 | > loss_disc: 2.2801482677459717 (2.2892274459203086) | > loss_disc_real_0: 0.1244392916560173 (0.15461976950367293) | > loss_disc_real_1: 0.20606903731822968 (0.2110405092438062) | > loss_disc_real_2: 0.21283438801765442 (0.1977181558807691) | > loss_disc_real_3: 0.2062372863292694 (0.2072452244659265) | > loss_disc_real_4: 0.20869502425193787 (0.19622869417071342) | > loss_disc_real_5: 0.22072738409042358 (0.2040490893026193) | > loss_0: 2.2801482677459717 (2.2892274459203086) | > grad_norm_0: tensor(35.0756, device='cuda:0') (tensor(35.5407, device='cuda:0')) | > loss_gen: 2.643226146697998 (2.670732339223226) | > loss_kl: 1.8476029634475708 (1.8707607289155324) | > loss_feat: 7.800799369812012 (7.85119370619456) | > loss_mel: 13.104167938232422 (13.686504125595093) | > loss_duration: 1.7781919240951538 (1.742179850737254) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.17399024963379 (27.821370442708332) | > grad_norm_1: tensor(1151.8031, device='cuda:0') (tensor(788.0197, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8219 (0.8335304061571757) | > loader_time: 0.0113 (0.010902841885884603)  --> TIME: 2025-05-08 19:18:23 -- STEP: 62/725 -- GLOBAL_STEP: 69850 | > loss_disc: 2.4668896198272705 (2.225903614874809) | > loss_disc_real_0: 0.32639533281326294 (0.14194453699934867) | > loss_disc_real_1: 0.2193300575017929 (0.19731118626171543) | > loss_disc_real_2: 0.19073151051998138 (0.19324154406785965) | > loss_disc_real_3: 0.18520042300224304 (0.20076139511600619) | > loss_disc_real_4: 0.18975196778774261 (0.19842878873309783) | > loss_disc_real_5: 0.22249051928520203 (0.20366475130281142) | > loss_0: 2.4668896198272705 (2.225903614874809) | > grad_norm_0: tensor(89.4895, device='cuda:0') (tensor(29.8904, device='cuda:0')) | > loss_gen: 2.646218776702881 (2.7439619264295025) | > loss_kl: 1.7032309770584106 (1.8136793432697174) | > loss_feat: 7.856417179107666 (8.176795367271666) | > loss_mel: 13.876527786254883 (13.74658953758978) | > loss_duration: 1.7740662097930908 (1.732242109314088) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.856462478637695 (28.213268187738233) | > grad_norm_1: tensor(850.3121, device='cuda:0') (tensor(816.2376, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8735 (0.8563703990751698) | > loader_time: 0.0113 (0.011217617219494236)  --> TIME: 2025-05-08 19:19:07 -- STEP: 112/725 -- GLOBAL_STEP: 69900 | > loss_disc: 2.238847255706787 (2.2369482602391924) | > loss_disc_real_0: 0.15874814987182617 (0.1441610576584935) | > loss_disc_real_1: 0.16843454539775848 (0.19730064405926637) | > loss_disc_real_2: 0.15754927694797516 (0.19362073271934474) | > loss_disc_real_3: 0.16149745881557465 (0.20121317942227637) | > loss_disc_real_4: 0.23261654376983643 (0.19872565554188829) | > loss_disc_real_5: 0.26491907238960266 (0.20466419788343562) | > loss_0: 2.238847255706787 (2.2369482602391924) | > grad_norm_0: tensor(25.7898, device='cuda:0') (tensor(29.1656, device='cuda:0')) | > loss_gen: 2.691260814666748 (2.7410614554371153) | > loss_kl: 1.7714831829071045 (1.815991501723017) | > loss_feat: 8.508772850036621 (8.207668321473253) | > loss_mel: 14.44832992553711 (13.80519528048379) | > loss_duration: 1.743356704711914 (1.7390073154653822) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.163204193115234 (28.30892382349287) | > grad_norm_1: tensor(845.0942, device='cuda:0') (tensor(743.4570, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8319 (0.855525546840259) | > loader_time: 0.012 (0.011440300515719823)  --> TIME: 2025-05-08 19:19:49 -- STEP: 162/725 -- GLOBAL_STEP: 69950 | > loss_disc: 2.328223466873169 (2.231468505329555) | > loss_disc_real_0: 0.13319028913974762 (0.14290031054873528) | > loss_disc_real_1: 0.17396481335163116 (0.19679537755839618) | > loss_disc_real_2: 0.23572441935539246 (0.19414574395359296) | > loss_disc_real_3: 0.1868426501750946 (0.20051135545895424) | > loss_disc_real_4: 0.1932527869939804 (0.19867311316875763) | > loss_disc_real_5: 0.21847203373908997 (0.20441010621962724) | > loss_0: 2.328223466873169 (2.231468505329555) | > grad_norm_0: tensor(12.8460, device='cuda:0') (tensor(30.2171, device='cuda:0')) | > loss_gen: 2.6035048961639404 (2.749450125812013) | > loss_kl: 1.8994563817977905 (1.8111335878018977) | > loss_feat: 7.562797546386719 (8.292817115783688) | > loss_mel: 13.153276443481445 (13.936311509874132) | > loss_duration: 1.7134743928909302 (1.7411136222474368) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.93250846862793 (28.530825909273123) | > grad_norm_1: tensor(125.1920, device='cuda:0') (tensor(767.4542, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8239 (0.8512257926258042) | > loader_time: 0.0117 (0.01139142042324867)  --> TIME: 2025-05-08 19:20:33 -- STEP: 212/725 -- GLOBAL_STEP: 70000 | > loss_disc: 2.4928743839263916 (2.2237134317182146) | > loss_disc_real_0: 0.18846675753593445 (0.14020324842828638) | > loss_disc_real_1: 0.19110877811908722 (0.19692299775076363) | > loss_disc_real_2: 0.20668292045593262 (0.1945451773562521) | > loss_disc_real_3: 0.21196579933166504 (0.20008523572447165) | > loss_disc_real_4: 0.22613219916820526 (0.1981081614657393) | > loss_disc_real_5: 0.2550874352455139 (0.20346919201173871) | > loss_0: 2.4928743839263916 (2.2237134317182146) | > grad_norm_0: tensor(66.4874, device='cuda:0') (tensor(30.4415, device='cuda:0')) | > loss_gen: 2.6674036979675293 (2.75900549821134) | > loss_kl: 1.6933162212371826 (1.8049940826757895) | > loss_feat: 7.178045272827148 (8.322493559909308) | > loss_mel: 13.244049072265625 (13.962486959853262) | > loss_duration: 1.7530596256256104 (1.74236147752348) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.535873413085938 (28.591341531501627) | > grad_norm_1: tensor(488.7191, device='cuda:0') (tensor(773.3126, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8376 (0.8503011993642124) | > loader_time: 0.0128 (0.0113374669596834) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_70000.pth  --> TIME: 2025-05-08 19:21:18 -- STEP: 262/725 -- GLOBAL_STEP: 70050 | > loss_disc: 2.1922919750213623 (2.226901850627579) | > loss_disc_real_0: 0.12622587382793427 (0.1407594536893241) | > loss_disc_real_1: 0.18252497911453247 (0.19729881972529506) | > loss_disc_real_2: 0.16148318350315094 (0.19448422532500198) | > loss_disc_real_3: 0.19597236812114716 (0.20014988608260192) | > loss_disc_real_4: 0.20411056280136108 (0.19877793878771877) | > loss_disc_real_5: 0.22416001558303833 (0.20436274920028585) | > loss_0: 2.1922919750213623 (2.226901850627579) | > grad_norm_0: tensor(21.0029, device='cuda:0') (tensor(29.5671, device='cuda:0')) | > loss_gen: 2.674319267272949 (2.7535073420473646) | > loss_kl: 1.7887333631515503 (1.8026342073469672) | > loss_feat: 7.828261852264404 (8.304732712170543) | > loss_mel: 13.989542961120605 (14.003165667293636) | > loss_duration: 1.7116981744766235 (1.7434489777069966) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.992555618286133 (28.60748885060085) | > grad_norm_1: tensor(948.9485, device='cuda:0') (tensor(767.1339, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8923 (0.8494867441308408) | > loader_time: 0.0123 (0.011280868799631832)  --> TIME: 2025-05-08 19:22:01 -- STEP: 312/725 -- GLOBAL_STEP: 70100 | > loss_disc: 2.2778072357177734 (2.222716155342566) | > loss_disc_real_0: 0.12634387612342834 (0.13911253721333852) | > loss_disc_real_1: 0.20046770572662354 (0.1977245914630402) | > loss_disc_real_2: 0.20034559071063995 (0.19421357417908988) | > loss_disc_real_3: 0.2003633975982666 (0.1998419445963242) | > loss_disc_real_4: 0.18125946819782257 (0.19847598031927374) | > loss_disc_real_5: 0.17686352133750916 (0.20392858088971716) | > loss_0: 2.2778072357177734 (2.222716155342566) | > grad_norm_0: tensor(14.0094, device='cuda:0') (tensor(30.1424, device='cuda:0')) | > loss_gen: 2.443941593170166 (2.759364099838795) | > loss_kl: 1.7319315671920776 (1.7989754042564294) | > loss_feat: 7.292254447937012 (8.327352600219912) | > loss_mel: 13.11771297454834 (14.021210563488495) | > loss_duration: 1.739722490310669 (1.7432738301845698) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.325563430786133 (28.65017649454948) | > grad_norm_1: tensor(624.6188, device='cuda:0') (tensor(765.7982, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8391 (0.8477180546674973) | > loader_time: 0.011 (0.011238988393392319)  --> TIME: 2025-05-08 19:22:44 -- STEP: 362/725 -- GLOBAL_STEP: 70150 | > loss_disc: 2.2824251651763916 (2.2203040705859998) | > loss_disc_real_0: 0.10867468267679214 (0.13894838046344268) | > loss_disc_real_1: 0.2188711166381836 (0.19732411197535912) | > loss_disc_real_2: 0.23185093700885773 (0.1937542849565078) | > loss_disc_real_3: 0.21039345860481262 (0.19986592710676773) | > loss_disc_real_4: 0.21365493535995483 (0.19830257392061343) | > loss_disc_real_5: 0.24513792991638184 (0.20395854679425118) | > loss_0: 2.2824251651763916 (2.2203040705859998) | > grad_norm_0: tensor(67.2750, device='cuda:0') (tensor(30.9386, device='cuda:0')) | > loss_gen: 2.889967679977417 (2.7609915450133027) | > loss_kl: 1.9073232412338257 (1.8044316090272936) | > loss_feat: 9.038548469543457 (8.33906683210509) | > loss_mel: 15.046502113342285 (14.014235304205457) | > loss_duration: 1.6773107051849365 (1.7422199469903557) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.55965232849121 (28.660945217912367) | > grad_norm_1: tensor(968.7968, device='cuda:0') (tensor(785.3705, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8337 (0.8474952595009988) | > loader_time: 0.0113 (0.01123719781801846)  --> TIME: 2025-05-08 19:23:28 -- STEP: 412/725 -- GLOBAL_STEP: 70200 | > loss_disc: 2.3162271976470947 (2.217350345213436) | > loss_disc_real_0: 0.08703262358903885 (0.13886453931952264) | > loss_disc_real_1: 0.20082172751426697 (0.19703670016046876) | > loss_disc_real_2: 0.23294557631015778 (0.193526753595153) | > loss_disc_real_3: 0.19485197961330414 (0.19990785926291085) | > loss_disc_real_4: 0.195695161819458 (0.19823000373915553) | > loss_disc_real_5: 0.21640613675117493 (0.20319959727450482) | > loss_0: 2.3162271976470947 (2.217350345213436) | > grad_norm_0: tensor(22.0693, device='cuda:0') (tensor(31.6977, device='cuda:0')) | > loss_gen: 2.570242404937744 (2.767548874165248) | > loss_kl: 1.7023124694824219 (1.8111229828260478) | > loss_feat: 7.840553283691406 (8.370539204588207) | > loss_mel: 13.402095794677734 (14.04768432459785) | > loss_duration: 1.7408854961395264 (1.7426901607258807) | > amp_scaler: 128.0 (129.55339805825238) | > loss_1: 27.256088256835938 (28.739585529253322) | > grad_norm_1: tensor(701.2022, device='cuda:0') (tensor(793.2079, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8507 (0.8486605413909097) | > loader_time: 0.01 (0.011219917570503017)  --> TIME: 2025-05-08 19:24:10 -- STEP: 462/725 -- GLOBAL_STEP: 70250 | > loss_disc: 2.275871992111206 (2.219949518963372) | > loss_disc_real_0: 0.10501286387443542 (0.1393551446610328) | > loss_disc_real_1: 0.17636066675186157 (0.19699729192050514) | > loss_disc_real_2: 0.18951979279518127 (0.19342309194596805) | > loss_disc_real_3: 0.19536960124969482 (0.20001834863192075) | > loss_disc_real_4: 0.20842157304286957 (0.1984530365441268) | > loss_disc_real_5: 0.18907873332500458 (0.2035769773123068) | > loss_0: 2.275871992111206 (2.219949518963372) | > grad_norm_0: tensor(16.6963, device='cuda:0') (tensor(31.4277, device='cuda:0')) | > loss_gen: 2.7035508155822754 (2.763860944029573) | > loss_kl: 1.675754189491272 (1.8092640096491033) | > loss_feat: 8.279003143310547 (8.360387148795189) | > loss_mel: 13.427078247070312 (14.037818885984874) | > loss_duration: 1.791054129600525 (1.7429582461134179) | > amp_scaler: 128.0 (129.3852813852814) | > loss_1: 27.876440048217773 (28.71428921109154) | > grad_norm_1: tensor(1029.3564, device='cuda:0') (tensor(785.1122, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.7779 (0.847180919729786) | > loader_time: 0.0118 (0.011153475030676116)  --> TIME: 2025-05-08 19:24:53 -- STEP: 512/725 -- GLOBAL_STEP: 70300 | > loss_disc: 2.2074697017669678 (2.217255730414763) | > loss_disc_real_0: 0.1380297690629959 (0.13882007121719653) | > loss_disc_real_1: 0.19011692702770233 (0.19674676243448638) | > loss_disc_real_2: 0.1780281960964203 (0.19307015332742586) | > loss_disc_real_3: 0.18782825767993927 (0.2000961927114986) | > loss_disc_real_4: 0.17285491526126862 (0.1982575875881593) | > loss_disc_real_5: 0.22308363020420074 (0.20367219709441997) | > loss_0: 2.2074697017669678 (2.217255730414763) | > grad_norm_0: tensor(29.9633, device='cuda:0') (tensor(31.6986, device='cuda:0')) | > loss_gen: 2.674304962158203 (2.767025311011821) | > loss_kl: 1.8677897453308105 (1.806766734458506) | > loss_feat: 7.776655673980713 (8.380632825195784) | > loss_mel: 13.52319622039795 (14.050607334822416) | > loss_duration: 1.6848101615905762 (1.7437366044614464) | > amp_scaler: 128.0 (129.24999999999997) | > loss_1: 27.526756286621094 (28.74876880645752) | > grad_norm_1: tensor(896.5843, device='cuda:0') (tensor(783.6663, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8435 (0.846131750382483) | > loader_time: 0.01 (0.01113804150372744)  --> TIME: 2025-05-08 19:25:36 -- STEP: 562/725 -- GLOBAL_STEP: 70350 | > loss_disc: 1.9871628284454346 (2.215522783718923) | > loss_disc_real_0: 0.06459404528141022 (0.13813621701268328) | > loss_disc_real_1: 0.19374914467334747 (0.19672350299103825) | > loss_disc_real_2: 0.18727777898311615 (0.19300482650138304) | > loss_disc_real_3: 0.1552596092224121 (0.19991529876120995) | > loss_disc_real_4: 0.18175461888313293 (0.19824233696235877) | > loss_disc_real_5: 0.15453936159610748 (0.20364126971395838) | > loss_0: 1.9871628284454346 (2.215522783718923) | > grad_norm_0: tensor(14.3756, device='cuda:0') (tensor(31.6848, device='cuda:0')) | > loss_gen: 3.173895835876465 (2.7684676388404554) | > loss_kl: 1.9985302686691284 (1.8077098729347418) | > loss_feat: 10.772732734680176 (8.391995769378546) | > loss_mel: 15.901121139526367 (14.05406293665387) | > loss_duration: 1.7035958766937256 (1.7433822922859328) | > amp_scaler: 128.0 (129.13879003558722) | > loss_1: 33.54987335205078 (28.765618483791147) | > grad_norm_1: tensor(805.1076, device='cuda:0') (tensor(791.8212, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8723 (0.8456841439963237) | > loader_time: 0.0112 (0.011180461513614319)  --> TIME: 2025-05-08 19:26:18 -- STEP: 612/725 -- GLOBAL_STEP: 70400 | > loss_disc: 2.185946226119995 (2.2146056514549897) | > loss_disc_real_0: 0.11034279316663742 (0.13779031160878005) | > loss_disc_real_1: 0.19699537754058838 (0.1967421161631743) | > loss_disc_real_2: 0.17950962483882904 (0.1930090990282741) | > loss_disc_real_3: 0.20044469833374023 (0.199949306113268) | > loss_disc_real_4: 0.20804250240325928 (0.1981550755307954) | > loss_disc_real_5: 0.18802256882190704 (0.20355732885061523) | > loss_0: 2.185946226119995 (2.2146056514549897) | > grad_norm_0: tensor(25.5286, device='cuda:0') (tensor(31.6190, device='cuda:0')) | > loss_gen: 2.688079595565796 (2.767856695293602) | > loss_kl: 1.8214075565338135 (1.8111009771138236) | > loss_feat: 7.766444683074951 (8.389258295102834) | > loss_mel: 13.228915214538574 (14.035476095536174) | > loss_duration: 1.6556811332702637 (1.7427632629481795) | > amp_scaler: 128.0 (129.04575163398698) | > loss_1: 27.16053009033203 (28.746455314112644) | > grad_norm_1: tensor(666.9949, device='cuda:0') (tensor(795.9612, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8184 (0.8454118674876647) | > loader_time: 0.0094 (0.011181322967304905)  --> TIME: 2025-05-08 19:27:01 -- STEP: 662/725 -- GLOBAL_STEP: 70450 | > loss_disc: 2.218475580215454 (2.213176002135091) | > loss_disc_real_0: 0.14554180204868317 (0.13715071798924058) | > loss_disc_real_1: 0.23564226925373077 (0.19675685201976956) | > loss_disc_real_2: 0.22634831070899963 (0.19316596830449423) | > loss_disc_real_3: 0.20308871567249298 (0.19993176072655844) | > loss_disc_real_4: 0.18811336159706116 (0.1980038207148137) | > loss_disc_real_5: 0.2082119733095169 (0.20347516898212106) | > loss_0: 2.218475580215454 (2.213176002135091) | > grad_norm_0: tensor(26.4471, device='cuda:0') (tensor(31.9770, device='cuda:0')) | > loss_gen: 2.8144540786743164 (2.771413700097997) | > loss_kl: 1.8825875520706177 (1.8112539933527345) | > loss_feat: 7.856232643127441 (8.403513707423139) | > loss_mel: 12.630958557128906 (14.052536774257876) | > loss_duration: 1.7665131092071533 (1.7432727838931128) | > amp_scaler: 128.0 (128.96676737160118) | > loss_1: 26.95074462890625 (28.781990938676447) | > grad_norm_1: tensor(950.0871, device='cuda:0') (tensor(800.6495, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8585 (0.844796715186082) | > loader_time: 0.0103 (0.01120130713252503)  --> TIME: 2025-05-08 19:27:44 -- STEP: 712/725 -- GLOBAL_STEP: 70500 | > loss_disc: 2.2307746410369873 (2.212850304969241) | > loss_disc_real_0: 0.10727228224277496 (0.1368877902218885) | > loss_disc_real_1: 0.20924709737300873 (0.19680579331065162) | > loss_disc_real_2: 0.21481876075267792 (0.19319454637052627) | > loss_disc_real_3: 0.18912196159362793 (0.19993588615083288) | > loss_disc_real_4: 0.16285568475723267 (0.19806838546241268) | > loss_disc_real_5: 0.17816948890686035 (0.20346150993045117) | > loss_0: 2.2307746410369873 (2.212850304969241) | > grad_norm_0: tensor(55.3838, device='cuda:0') (tensor(32.0245, device='cuda:0')) | > loss_gen: 2.6253113746643066 (2.7712957986285147) | > loss_kl: 2.0171051025390625 (1.814716561121887) | > loss_feat: 8.32024097442627 (8.405951352601642) | > loss_mel: 15.02608585357666 (14.054850268899722) | > loss_duration: 1.7396821975708008 (1.7428091735987181) | > amp_scaler: 128.0 (128.89887640449436) | > loss_1: 29.728424072265625 (28.789623126555025) | > grad_norm_1: tensor(1149.8914, device='cuda:0') (tensor(806.7625, device='cuda:0')) | > current_lr_0: 0.0001991766478707464 | > current_lr_1: 0.0001991766478707464 | > step_time: 0.8093 (0.8445632487870337) | > loader_time: 0.0108 (0.01120120253455773)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.191880941390991 (2.191880941390991) | > loss_disc_real_0: 0.1322326362133026 (0.1322326362133026) | > loss_disc_real_1: 0.1988888829946518 (0.1988888829946518) | > loss_disc_real_2: 0.30798932909965515 (0.30798932909965515) | > loss_disc_real_3: 0.19847893714904785 (0.19847893714904785) | > loss_disc_real_4: 0.20826882123947144 (0.20826882123947144) | > loss_disc_real_5: 0.27065789699554443 (0.27065789699554443) | > loss_0: 2.191880941390991 (2.191880941390991) | > loss_gen: 3.1171860694885254 (3.1171860694885254) | > loss_kl: 2.279334545135498 (2.279334545135498) | > loss_feat: 9.057785034179688 (9.057785034179688) | > loss_mel: 15.802813529968262 (15.802813529968262) | > loss_duration: 1.7114615440368652 (1.7114615440368652) | > loss_1: 31.968582153320312 (31.968582153320312)  --> STEP: 1 | > loss_disc: 2.3842711448669434 (2.3842711448669434) | > loss_disc_real_0: 0.16461031138896942 (0.16461031138896942) | > loss_disc_real_1: 0.21625486016273499 (0.21625486016273499) | > loss_disc_real_2: 0.27687448263168335 (0.27687448263168335) | > loss_disc_real_3: 0.21232840418815613 (0.21232840418815613) | > loss_disc_real_4: 0.1996118277311325 (0.1996118277311325) | > loss_disc_real_5: 0.2740095853805542 (0.2740095853805542) | > loss_0: 2.3842711448669434 (2.3842711448669434) | > loss_gen: 2.6836366653442383 (2.6836366653442383) | > loss_kl: 2.228306531906128 (2.228306531906128) | > loss_feat: 7.195560455322266 (7.195560455322266) | > loss_mel: 12.980647087097168 (12.980647087097168) | > loss_duration: 1.788059949874878 (1.788059949874878) | > loss_1: 26.876209259033203 (26.876209259033203)  --> STEP: 2 | > loss_disc: 2.3937904834747314 (2.3890308141708374) | > loss_disc_real_0: 0.1631389856338501 (0.16387464851140976) | > loss_disc_real_1: 0.22816258668899536 (0.22220872342586517) | > loss_disc_real_2: 0.2408527433872223 (0.2588636130094528) | > loss_disc_real_3: 0.21315249800682068 (0.2127404510974884) | > loss_disc_real_4: 0.2230093628168106 (0.21131059527397156) | > loss_disc_real_5: 0.2614651024341583 (0.26773734390735626) | > loss_0: 2.3937904834747314 (2.3890308141708374) | > loss_gen: 2.5987346172332764 (2.6411856412887573) | > loss_kl: 1.9025986194610596 (2.0654525756835938) | > loss_feat: 6.278100967407227 (6.736830711364746) | > loss_mel: 11.795981407165527 (12.388314247131348) | > loss_duration: 1.8286139965057373 (1.8083369731903076) | > loss_1: 24.404027938842773 (25.64011859893799)  --> STEP: 3 | > loss_disc: 2.248812675476074 (2.3422914346059165) | > loss_disc_real_0: 0.1496516764163971 (0.1591336578130722) | > loss_disc_real_1: 0.22297190129756927 (0.22246311604976654) | > loss_disc_real_2: 0.29043352603912354 (0.2693869173526764) | > loss_disc_real_3: 0.1958574652671814 (0.20711278915405273) | > loss_disc_real_4: 0.21442680060863495 (0.21234933038552603) | > loss_disc_real_5: 0.24840916693210602 (0.2612946182489395) | > loss_0: 2.248812675476074 (2.3422914346059165) | > loss_gen: 3.015219211578369 (2.7658634980519614) | > loss_kl: 2.017226219177246 (2.049377123514811) | > loss_feat: 9.194823265075684 (7.556161562601726) | > loss_mel: 16.397823333740234 (13.724817276000977) | > loss_duration: 1.8026494979858398 (1.8064411481221516) | > loss_1: 32.42774200439453 (27.902659734090168)  --> STEP: 4 | > loss_disc: 2.21246337890625 (2.3098344206809998) | > loss_disc_real_0: 0.14855898916721344 (0.1564899906516075) | > loss_disc_real_1: 0.21770702302455902 (0.22127409279346466) | > loss_disc_real_2: 0.2898913621902466 (0.27451302856206894) | > loss_disc_real_3: 0.17817525565624237 (0.19987840577960014) | > loss_disc_real_4: 0.16973347961902618 (0.20169536769390106) | > loss_disc_real_5: 0.30709975957870483 (0.27274590358138084) | > loss_0: 2.21246337890625 (2.3098344206809998) | > loss_gen: 3.109957218170166 (2.8518869280815125) | > loss_kl: 1.9932161569595337 (2.035336881875992) | > loss_feat: 8.948101997375488 (7.904146671295166) | > loss_mel: 14.469544410705566 (13.910999059677124) | > loss_duration: 1.7486013174057007 (1.791981190443039) | > loss_1: 30.269420623779297 (28.49434995651245) --> EVAL PERFORMANCE | > avg_loader_time: 0.28673821687698364 (+0.003106355667114258) | > avg_loss_disc: 2.3098344206809998 (+0.18081355094909668) | > avg_loss_disc_real_0: 0.1564899906516075 (-0.001894194632768631) | > avg_loss_disc_real_1: 0.22127409279346466 (+0.017362624406814575) | > avg_loss_disc_real_2: 0.27451302856206894 (+0.12102968245744705) | > avg_loss_disc_real_3: 0.19987840577960014 (+0.011659480631351471) | > avg_loss_disc_real_4: 0.20169536769390106 (-0.02490833029150963) | > avg_loss_disc_real_5: 0.27274590358138084 (+0.0400848425924778) | > avg_loss_0: 2.3098344206809998 (+0.18081355094909668) | > avg_loss_gen: 2.8518869280815125 (-0.03430461883544922) | > avg_loss_kl: 2.035336881875992 (+0.15202084183692932) | > avg_loss_feat: 7.904146671295166 (-0.9437878131866455) | > avg_loss_mel: 13.910999059677124 (-0.943866491317749) | > avg_loss_duration: 1.791981190443039 (+0.008725076913833618) | > avg_loss_1: 28.49434995651245 (-1.7612133026123047)  > EPOCH: 34/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 19:28:02)   --> TIME: 2025-05-08 19:28:35 -- STEP: 37/725 -- GLOBAL_STEP: 70550 | > loss_disc: 2.0199711322784424 (2.212926941948967) | > loss_disc_real_0: 0.07810936868190765 (0.1424651441944612) | > loss_disc_real_1: 0.16563545167446136 (0.1975875492836978) | > loss_disc_real_2: 0.19660690426826477 (0.19366704813531926) | > loss_disc_real_3: 0.17511339485645294 (0.19974526440775073) | > loss_disc_real_4: 0.2190098613500595 (0.1998934576640258) | > loss_disc_real_5: 0.216401606798172 (0.20385821727482048) | > loss_0: 2.0199711322784424 (2.212926941948967) | > grad_norm_0: tensor(9.2706, device='cuda:0') (tensor(35.0806, device='cuda:0')) | > loss_gen: 2.8833794593811035 (2.8019432441608325) | > loss_kl: 1.9312479496002197 (1.8819741526165523) | > loss_feat: 9.819640159606934 (8.405266465367497) | > loss_mel: 14.76836109161377 (13.90464501767545) | > loss_duration: 1.7441225051879883 (1.7388995789192818) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.146751403808594 (28.73272859728014) | > grad_norm_1: tensor(452.5208, device='cuda:0') (tensor(758.8083, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8393 (0.8382285672265131) | > loader_time: 0.0122 (0.011374769984064875)  --> TIME: 2025-05-08 19:29:18 -- STEP: 87/725 -- GLOBAL_STEP: 70600 | > loss_disc: 2.133208751678467 (2.220509034463729) | > loss_disc_real_0: 0.12272872030735016 (0.13469392720652718) | > loss_disc_real_1: 0.18409483134746552 (0.1981126508493533) | > loss_disc_real_2: 0.18276622891426086 (0.1941744515608097) | > loss_disc_real_3: 0.2270616888999939 (0.20268927343275356) | > loss_disc_real_4: 0.19334334135055542 (0.19908544900773587) | > loss_disc_real_5: 0.23641981184482574 (0.2065446145575622) | > loss_0: 2.133208751678467 (2.220509034463729) | > grad_norm_0: tensor(17.3921, device='cuda:0') (tensor(31.0717, device='cuda:0')) | > loss_gen: 2.8449971675872803 (2.7967287836403685) | > loss_kl: 1.8247779607772827 (1.841870650477793) | > loss_feat: 8.742942810058594 (8.460027990670037) | > loss_mel: 13.763432502746582 (14.05132072273342) | > loss_duration: 1.710327386856079 (1.743867990614354) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.886478424072266 (28.893816323115907) | > grad_norm_1: tensor(1169.9395, device='cuda:0') (tensor(684.8308, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8097 (0.8374357744194996) | > loader_time: 0.0131 (0.011097650418336363)  --> TIME: 2025-05-08 19:30:01 -- STEP: 137/725 -- GLOBAL_STEP: 70650 | > loss_disc: 2.127418041229248 (2.2101946520979388) | > loss_disc_real_0: 0.11029543727636337 (0.1314438445507174) | > loss_disc_real_1: 0.22217628359794617 (0.19857776904628224) | > loss_disc_real_2: 0.17542749643325806 (0.19344381237552113) | > loss_disc_real_3: 0.16690970957279205 (0.20152872931348145) | > loss_disc_real_4: 0.2033555805683136 (0.1983140962619851) | > loss_disc_real_5: 0.20367132127285004 (0.2034977800654669) | > loss_0: 2.127418041229248 (2.2101946520979388) | > grad_norm_0: tensor(10.0567, device='cuda:0') (tensor(30.8922, device='cuda:0')) | > loss_gen: 2.7940220832824707 (2.797523482872622) | > loss_kl: 1.6828702688217163 (1.8187055840109387) | > loss_feat: 8.70123291015625 (8.44927907860192) | > loss_mel: 15.10100269317627 (14.051586847235686) | > loss_duration: 1.7539349794387817 (1.744813341293892) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.033061981201172 (28.861908348807454) | > grad_norm_1: tensor(759.5227, device='cuda:0') (tensor(750.6997, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8053 (0.8384696375714601) | > loader_time: 0.0116 (0.011124067933019932)  --> TIME: 2025-05-08 19:30:44 -- STEP: 187/725 -- GLOBAL_STEP: 70700 | > loss_disc: 2.3738553524017334 (2.2068448155959035) | > loss_disc_real_0: 0.20424363017082214 (0.13028556893375454) | > loss_disc_real_1: 0.19167184829711914 (0.19875162672550284) | > loss_disc_real_2: 0.1916024386882782 (0.19353644167356954) | > loss_disc_real_3: 0.20761089026927948 (0.2012422802773389) | > loss_disc_real_4: 0.18233349919319153 (0.198275953929692) | > loss_disc_real_5: 0.1965213268995285 (0.20243035487950164) | > loss_0: 2.3738553524017334 (2.2068448155959035) | > grad_norm_0: tensor(40.4668, device='cuda:0') (tensor(31.3967, device='cuda:0')) | > loss_gen: 2.6030983924865723 (2.7897820357970344) | > loss_kl: 1.9619678258895874 (1.803857278058873) | > loss_feat: 7.344082832336426 (8.387669038007603) | > loss_mel: 13.149962425231934 (13.972275295359566) | > loss_duration: 1.7745234966278076 (1.74531597440893) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.833633422851562 (28.69889959039535) | > grad_norm_1: tensor(504.2181, device='cuda:0') (tensor(775.3461, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8358 (0.8391488312399964) | > loader_time: 0.0111 (0.01114278171151717)  --> TIME: 2025-05-08 19:31:27 -- STEP: 237/725 -- GLOBAL_STEP: 70750 | > loss_disc: 2.081221580505371 (2.212712892500157) | > loss_disc_real_0: 0.061523813754320145 (0.13356116261600437) | > loss_disc_real_1: 0.19593364000320435 (0.19903705668348803) | > loss_disc_real_2: 0.19298744201660156 (0.19392454636750847) | > loss_disc_real_3: 0.19849930703639984 (0.20130501976747553) | > loss_disc_real_4: 0.21123963594436646 (0.1984849259068694) | > loss_disc_real_5: 0.23323576152324677 (0.20268125178190222) | > loss_0: 2.081221580505371 (2.212712892500157) | > grad_norm_0: tensor(12.9187, device='cuda:0') (tensor(31.8331, device='cuda:0')) | > loss_gen: 2.9640612602233887 (2.785318531567535) | > loss_kl: 1.85598886013031 (1.8022205547944403) | > loss_feat: 9.402104377746582 (8.380952066510037) | > loss_mel: 15.432573318481445 (13.9665322162934) | > loss_duration: 1.726751446723938 (1.7444119403130898) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.381479263305664 (28.679435279298936) | > grad_norm_1: tensor(454.3533, device='cuda:0') (tensor(785.1581, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8099 (0.8406205489162657) | > loader_time: 0.0114 (0.011184465030074623)  --> TIME: 2025-05-08 19:32:10 -- STEP: 287/725 -- GLOBAL_STEP: 70800 | > loss_disc: 2.2632200717926025 (2.224146159268423) | > loss_disc_real_0: 0.11882083863019943 (0.13770582260830058) | > loss_disc_real_1: 0.19442418217658997 (0.19906810201211253) | > loss_disc_real_2: 0.21373015642166138 (0.19416788225597628) | > loss_disc_real_3: 0.22855524718761444 (0.20127785185072897) | > loss_disc_real_4: 0.2101907879114151 (0.198955307334973) | > loss_disc_real_5: 0.20195487141609192 (0.20417088989285226) | > loss_0: 2.2632200717926025 (2.224146159268423) | > grad_norm_0: tensor(24.3910, device='cuda:0') (tensor(31.4614, device='cuda:0')) | > loss_gen: 2.753998041152954 (2.7690287699682767) | > loss_kl: 1.66178297996521 (1.7981828737757348) | > loss_feat: 8.268588066101074 (8.346669501128511) | > loss_mel: 14.677116394042969 (13.974227958439947) | > loss_duration: 1.774735450744629 (1.7456235349801363) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.136219024658203 (28.63373261960126) | > grad_norm_1: tensor(971.3636, device='cuda:0') (tensor(739.0128, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8162 (0.842642554007341) | > loader_time: 0.0108 (0.011184366737923971)  --> TIME: 2025-05-08 19:32:54 -- STEP: 337/725 -- GLOBAL_STEP: 70850 | > loss_disc: 2.1334731578826904 (2.2246044357735624) | > loss_disc_real_0: 0.12761196494102478 (0.1384001363964214) | > loss_disc_real_1: 0.16623440384864807 (0.19881610377782877) | > loss_disc_real_2: 0.19613048434257507 (0.19400275089620492) | > loss_disc_real_3: 0.1768619269132614 (0.20091417874002318) | > loss_disc_real_4: 0.202049121260643 (0.19888020096794434) | > loss_disc_real_5: 0.188045471906662 (0.2045195728142467) | > loss_0: 2.1334731578826904 (2.2246044357735624) | > grad_norm_0: tensor(21.2033, device='cuda:0') (tensor(30.9658, device='cuda:0')) | > loss_gen: 2.796666383743286 (2.7593238771138604) | > loss_kl: 1.7969675064086914 (1.7986805435457993) | > loss_feat: 9.340364456176758 (8.33095702502423) | > loss_mel: 15.545406341552734 (13.951717147487559) | > loss_duration: 1.729299783706665 (1.7450153817055136) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.20870590209961 (28.585693981951707) | > grad_norm_1: tensor(645.3996, device='cuda:0') (tensor(737.9329, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8776 (0.8443443973269592) | > loader_time: 0.0099 (0.011190917442389694)  --> TIME: 2025-05-08 19:33:37 -- STEP: 387/725 -- GLOBAL_STEP: 70900 | > loss_disc: 2.294191837310791 (2.2207076641940335) | > loss_disc_real_0: 0.13417711853981018 (0.13741404970371446) | > loss_disc_real_1: 0.20938043296337128 (0.1984850217898686) | > loss_disc_real_2: 0.2021844983100891 (0.193749937091687) | > loss_disc_real_3: 0.21939238905906677 (0.20092651444350107) | > loss_disc_real_4: 0.22337685525417328 (0.19880819644114767) | > loss_disc_real_5: 0.21149948239326477 (0.20450528884349872) | > loss_0: 2.294191837310791 (2.2207076641940335) | > grad_norm_0: tensor(35.0513, device='cuda:0') (tensor(30.6419, device='cuda:0')) | > loss_gen: 2.610020875930786 (2.7618731257219302) | > loss_kl: 1.6933562755584717 (1.8032813885415246) | > loss_feat: 7.525274276733398 (8.341237968868676) | > loss_mel: 13.346202850341797 (13.963415712657207) | > loss_duration: 1.8069567680358887 (1.744668565055197) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.981813430786133 (28.614476743594622) | > grad_norm_1: tensor(935.9686, device='cuda:0') (tensor(740.1356, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8393 (0.8443142683931101) | > loader_time: 0.0116 (0.011130484499672586)  --> TIME: 2025-05-08 19:34:20 -- STEP: 437/725 -- GLOBAL_STEP: 70950 | > loss_disc: 2.29535174369812 (2.218416510512136) | > loss_disc_real_0: 0.1930079460144043 (0.13731611522609377) | > loss_disc_real_1: 0.20090042054653168 (0.19795739101736162) | > loss_disc_real_2: 0.22386014461517334 (0.19330900505151036) | > loss_disc_real_3: 0.21627098321914673 (0.2009651314134729) | > loss_disc_real_4: 0.1972327083349228 (0.19854788093463235) | > loss_disc_real_5: 0.20495465397834778 (0.20432744836711778) | > loss_0: 2.29535174369812 (2.218416510512136) | > grad_norm_0: tensor(23.6976, device='cuda:0') (tensor(30.6575, device='cuda:0')) | > loss_gen: 2.7478888034820557 (2.7658805656214844) | > loss_kl: 2.0776922702789307 (1.8039519985971517) | > loss_feat: 8.35409164428711 (8.361822169759996) | > loss_mel: 14.277082443237305 (13.974690380576543) | > loss_duration: 1.6951870918273926 (1.7435885823291284) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.151941299438477 (28.64993369061014) | > grad_norm_1: tensor(968.6114, device='cuda:0') (tensor(731.8245, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8822 (0.8443368534201616) | > loader_time: 0.012 (0.011150080770322333)  --> TIME: 2025-05-08 19:35:03 -- STEP: 487/725 -- GLOBAL_STEP: 71000 | > loss_disc: 2.2830214500427246 (2.2197022837045504) | > loss_disc_real_0: 0.13404260575771332 (0.13748798726673506) | > loss_disc_real_1: 0.18353378772735596 (0.1979756997228892) | > loss_disc_real_2: 0.20168599486351013 (0.19345481482619384) | > loss_disc_real_3: 0.172634094953537 (0.20079051787358781) | > loss_disc_real_4: 0.18807728588581085 (0.19856515777674055) | > loss_disc_real_5: 0.20659971237182617 (0.20441424477944875) | > loss_0: 2.2830214500427246 (2.2197022837045504) | > grad_norm_0: tensor(69.4944, device='cuda:0') (tensor(29.9023, device='cuda:0')) | > loss_gen: 2.8790924549102783 (2.7606783730782984) | > loss_kl: 1.7428770065307617 (1.8052396110930238) | > loss_feat: 9.278900146484375 (8.34981892975449) | > loss_mel: 15.233274459838867 (13.975367107430522) | > loss_duration: 1.736110806465149 (1.743991916184553) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.870254516601562 (28.635095956633958) | > grad_norm_1: tensor(788.4600, device='cuda:0') (tensor(724.0856, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8212 (0.8437781059766454) | > loader_time: 0.0112 (0.011172155090426027) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_71000.pth  --> TIME: 2025-05-08 19:35:48 -- STEP: 537/725 -- GLOBAL_STEP: 71050 | > loss_disc: 2.45141339302063 (2.2209023086274366) | > loss_disc_real_0: 0.15450996160507202 (0.1372637650834006) | > loss_disc_real_1: 0.21962954103946686 (0.1979962911186271) | > loss_disc_real_2: 0.21003299951553345 (0.19360828011173556) | > loss_disc_real_3: 0.19216638803482056 (0.20098061920655283) | > loss_disc_real_4: 0.21278320252895355 (0.19869953588178482) | > loss_disc_real_5: 0.2052101492881775 (0.20435552505752008) | > loss_0: 2.45141339302063 (2.2209023086274366) | > grad_norm_0: tensor(15.7114, device='cuda:0') (tensor(29.8970, device='cuda:0')) | > loss_gen: 2.4582927227020264 (2.761313061918402) | > loss_kl: 1.6060577630996704 (1.8062685108717593) | > loss_feat: 6.95091438293457 (8.353378937009106) | > loss_mel: 12.174125671386719 (13.990721480584453) | > loss_duration: 1.7853474617004395 (1.7443006935510335) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.9747371673584 (28.655982701250075) | > grad_norm_1: tensor(788.4433, device='cuda:0') (tensor(728.0983, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.837 (0.8442133827138437) | > loader_time: 0.0106 (0.011192234312799833)  --> TIME: 2025-05-08 19:36:31 -- STEP: 587/725 -- GLOBAL_STEP: 71100 | > loss_disc: 2.267986297607422 (2.2196225390929794) | > loss_disc_real_0: 0.1037721186876297 (0.13668996798195068) | > loss_disc_real_1: 0.17531266808509827 (0.19781092012355025) | > loss_disc_real_2: 0.1958979070186615 (0.19346381442104127) | > loss_disc_real_3: 0.19540679454803467 (0.2008170004191553) | > loss_disc_real_4: 0.1942688524723053 (0.19881729570929818) | > loss_disc_real_5: 0.18044279515743256 (0.20438031589507652) | > loss_0: 2.267986297607422 (2.2196225390929794) | > grad_norm_0: tensor(30.6435, device='cuda:0') (tensor(29.8891, device='cuda:0')) | > loss_gen: 2.614736557006836 (2.7633418695686993) | > loss_kl: 1.718812108039856 (1.8058072842365627) | > loss_feat: 7.489882946014404 (8.365486820064989) | > loss_mel: 12.695706367492676 (13.992590889613917) | > loss_duration: 1.6982227563858032 (1.7435041460917795) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.217361450195312 (28.67073104247527) | > grad_norm_1: tensor(894.0908, device='cuda:0') (tensor(736.5733, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8535 (0.8446487580288007) | > loader_time: 0.0099 (0.01116989052884623)  --> TIME: 2025-05-08 19:37:14 -- STEP: 637/725 -- GLOBAL_STEP: 71150 | > loss_disc: 2.1178624629974365 (2.216864681505896) | > loss_disc_real_0: 0.10988913476467133 (0.13640668315687213) | > loss_disc_real_1: 0.20625348389148712 (0.19733607862583308) | > loss_disc_real_2: 0.1660577952861786 (0.19321567992119817) | > loss_disc_real_3: 0.2410259246826172 (0.20070163330159715) | > loss_disc_real_4: 0.23201796412467957 (0.19872393427501495) | > loss_disc_real_5: 0.19973993301391602 (0.2041539842119584) | > loss_0: 2.1178624629974365 (2.216864681505896) | > grad_norm_0: tensor(24.4220, device='cuda:0') (tensor(29.9911, device='cuda:0')) | > loss_gen: 2.95304274559021 (2.767032705633378) | > loss_kl: 1.9022033214569092 (1.8055658853222467) | > loss_feat: 8.732800483703613 (8.386408061771613) | > loss_mel: 14.63190746307373 (14.014910838667602) | > loss_duration: 1.6909514665603638 (1.7430439532458126) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.910905838012695 (28.716961481881853) | > grad_norm_1: tensor(980.6164, device='cuda:0') (tensor(741.2637, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8225 (0.8446579327575829) | > loader_time: 0.012 (0.011144484979578612)  --> TIME: 2025-05-08 19:37:57 -- STEP: 687/725 -- GLOBAL_STEP: 71200 | > loss_disc: 2.2129251956939697 (2.216480362363259) | > loss_disc_real_0: 0.12927919626235962 (0.1363399461280484) | > loss_disc_real_1: 0.18210527300834656 (0.19717098581652098) | > loss_disc_real_2: 0.19887681305408478 (0.1932190574239262) | > loss_disc_real_3: 0.1914670318365097 (0.20046153519264645) | > loss_disc_real_4: 0.18138688802719116 (0.19872560136269632) | > loss_disc_real_5: 0.17220598459243774 (0.20422246866741559) | > loss_0: 2.2129251956939697 (2.216480362363259) | > grad_norm_0: tensor(43.6564, device='cuda:0') (tensor(30.1814, device='cuda:0')) | > loss_gen: 2.5953176021575928 (2.7671823761869154) | > loss_kl: 1.8988487720489502 (1.8063650665671884) | > loss_feat: 8.057368278503418 (8.379467742064826) | > loss_mel: 13.363637924194336 (14.004985781562727) | > loss_duration: 1.7603228092193604 (1.7425953594010644) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.675495147705078 (28.70059635545489) | > grad_norm_1: tensor(1236.7048, device='cuda:0') (tensor(749.2980, device='cuda:0')) | > current_lr_0: 0.00019915175078976256 | > current_lr_1: 0.00019915175078976256 | > step_time: 0.8786 (0.8442867680234508) | > loader_time: 0.0111 (0.01114798425066419)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.081535577774048 (2.081535577774048) | > loss_disc_real_0: 0.0797974243760109 (0.0797974243760109) | > loss_disc_real_1: 0.1787550002336502 (0.1787550002336502) | > loss_disc_real_2: 0.16918031871318817 (0.16918031871318817) | > loss_disc_real_3: 0.18591482937335968 (0.18591482937335968) | > loss_disc_real_4: 0.2460653930902481 (0.2460653930902481) | > loss_disc_real_5: 0.19630688428878784 (0.19630688428878784) | > loss_0: 2.081535577774048 (2.081535577774048) | > loss_gen: 2.6605029106140137 (2.6605029106140137) | > loss_kl: 2.0221922397613525 (2.0221922397613525) | > loss_feat: 9.149481773376465 (9.149481773376465) | > loss_mel: 15.879767417907715 (15.879767417907715) | > loss_duration: 1.7056902647018433 (1.7056902647018433) | > loss_1: 31.417634963989258 (31.417634963989258)  --> STEP: 1 | > loss_disc: 2.0443692207336426 (2.0443692207336426) | > loss_disc_real_0: 0.08561517298221588 (0.08561517298221588) | > loss_disc_real_1: 0.18589827418327332 (0.18589827418327332) | > loss_disc_real_2: 0.1590738296508789 (0.1590738296508789) | > loss_disc_real_3: 0.1770065575838089 (0.1770065575838089) | > loss_disc_real_4: 0.2229599505662918 (0.2229599505662918) | > loss_disc_real_5: 0.1901555061340332 (0.1901555061340332) | > loss_0: 2.0443692207336426 (2.0443692207336426) | > loss_gen: 2.7459018230438232 (2.7459018230438232) | > loss_kl: 2.0537445545196533 (2.0537445545196533) | > loss_feat: 8.847566604614258 (8.847566604614258) | > loss_mel: 16.152673721313477 (16.152673721313477) | > loss_duration: 1.8017284870147705 (1.8017284870147705) | > loss_1: 31.60161590576172 (31.60161590576172)  --> STEP: 2 | > loss_disc: 2.11434268951416 (2.0793559551239014) | > loss_disc_real_0: 0.09656616300344467 (0.09109066799283028) | > loss_disc_real_1: 0.16957812011241913 (0.17773819714784622) | > loss_disc_real_2: 0.1532101184129715 (0.1561419740319252) | > loss_disc_real_3: 0.18074911832809448 (0.1788778379559517) | > loss_disc_real_4: 0.21467579901218414 (0.21881787478923798) | > loss_disc_real_5: 0.18483403325080872 (0.18749476969242096) | > loss_0: 2.11434268951416 (2.0793559551239014) | > loss_gen: 2.5145413875579834 (2.6302216053009033) | > loss_kl: 2.094999074935913 (2.074371814727783) | > loss_feat: 8.8956880569458 (8.87162733078003) | > loss_mel: 15.25308609008789 (15.702879905700684) | > loss_duration: 1.8375942707061768 (1.8196613788604736) | > loss_1: 30.595911026000977 (31.098763465881348)  --> STEP: 3 | > loss_disc: 2.1157405376434326 (2.0914841492970786) | > loss_disc_real_0: 0.08965660631656647 (0.09061264743407567) | > loss_disc_real_1: 0.19808758795261383 (0.18452132741610208) | > loss_disc_real_2: 0.16903150081634521 (0.16043848296006522) | > loss_disc_real_3: 0.18574535846710205 (0.1811670114596685) | > loss_disc_real_4: 0.21903884410858154 (0.21889153122901917) | > loss_disc_real_5: 0.2051054686307907 (0.19336500267187753) | > loss_0: 2.1157405376434326 (2.0914841492970786) | > loss_gen: 2.6083686351776123 (2.622937281926473) | > loss_kl: 1.9709635972976685 (2.039902408917745) | > loss_feat: 8.979013442993164 (8.90742270151774) | > loss_mel: 15.60882568359375 (15.671528498331705) | > loss_duration: 1.8296716213226318 (1.8229981263478596) | > loss_1: 30.996843338012695 (31.06479008992513)  --> STEP: 4 | > loss_disc: 2.324507713317871 (2.1497400403022766) | > loss_disc_real_0: 0.12351032346487045 (0.09883706644177437) | > loss_disc_real_1: 0.19802871346473694 (0.1878981739282608) | > loss_disc_real_2: 0.17093990743160248 (0.16306383907794952) | > loss_disc_real_3: 0.18476922810077667 (0.18206756561994553) | > loss_disc_real_4: 0.22415830194950104 (0.22020822390913963) | > loss_disc_real_5: 0.21296541392803192 (0.19826510548591614) | > loss_0: 2.324507713317871 (2.1497400403022766) | > loss_gen: 2.306124448776245 (2.543734073638916) | > loss_kl: 1.9613282680511475 (2.0202588737010956) | > loss_feat: 7.253852844238281 (8.494030237197876) | > loss_mel: 11.324481964111328 (14.584766864776611) | > loss_duration: 1.7339887619018555 (1.8007457852363586) | > loss_1: 24.579776763916016 (29.44353675842285) --> EVAL PERFORMANCE | > avg_loader_time: 0.29194527864456177 (+0.005207061767578125) | > avg_loss_disc: 2.1497400403022766 (-0.16009438037872314) | > avg_loss_disc_real_0: 0.09883706644177437 (-0.057652924209833145) | > avg_loss_disc_real_1: 0.1878981739282608 (-0.03337591886520386) | > avg_loss_disc_real_2: 0.16306383907794952 (-0.11144918948411942) | > avg_loss_disc_real_3: 0.18206756561994553 (-0.017810840159654617) | > avg_loss_disc_real_4: 0.22020822390913963 (+0.01851285621523857) | > avg_loss_disc_real_5: 0.19826510548591614 (-0.0744807980954647) | > avg_loss_0: 2.1497400403022766 (-0.16009438037872314) | > avg_loss_gen: 2.543734073638916 (-0.30815285444259644) | > avg_loss_kl: 2.0202588737010956 (-0.01507800817489624) | > avg_loss_feat: 8.494030237197876 (+0.58988356590271) | > avg_loss_mel: 14.584766864776611 (+0.6737678050994873) | > avg_loss_duration: 1.8007457852363586 (+0.008764594793319702) | > avg_loss_1: 29.44353675842285 (+0.9491868019104004)  > EPOCH: 35/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 19:38:36)   --> TIME: 2025-05-08 19:38:48 -- STEP: 12/725 -- GLOBAL_STEP: 71250 | > loss_disc: 2.3174378871917725 (2.230911115805308) | > loss_disc_real_0: 0.11991244554519653 (0.13713278186817965) | > loss_disc_real_1: 0.21368080377578735 (0.19575999677181244) | > loss_disc_real_2: 0.21943920850753784 (0.19262239709496498) | > loss_disc_real_3: 0.2084970474243164 (0.2021403374771277) | > loss_disc_real_4: 0.1876419186592102 (0.19835364073514938) | > loss_disc_real_5: 0.21286316215991974 (0.20969759797056517) | > loss_0: 2.3174378871917725 (2.230911115805308) | > grad_norm_0: tensor(30.8167, device='cuda:0') (tensor(25.7922, device='cuda:0')) | > loss_gen: 2.6112887859344482 (2.74469526608785) | > loss_kl: 1.8438433408737183 (1.819265455007553) | > loss_feat: 7.9938883781433105 (8.464421391487122) | > loss_mel: 13.38670825958252 (14.213654438654581) | > loss_duration: 1.7889971733093262 (1.7488173246383667) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.624725341796875 (28.990853786468506) | > grad_norm_1: tensor(633.8444, device='cuda:0') (tensor(707.1650, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8134 (0.8214778105417887) | > loader_time: 0.0118 (0.010744074980417887)  --> TIME: 2025-05-08 19:39:31 -- STEP: 62/725 -- GLOBAL_STEP: 71300 | > loss_disc: 2.1998565196990967 (2.2275659268902195) | > loss_disc_real_0: 0.07914162427186966 (0.14011397308880283) | > loss_disc_real_1: 0.21092553436756134 (0.19825382338416192) | > loss_disc_real_2: 0.18431341648101807 (0.1949511425149056) | > loss_disc_real_3: 0.18419794738292694 (0.20027912047601515) | > loss_disc_real_4: 0.18339207768440247 (0.19925612427534597) | > loss_disc_real_5: 0.16050876677036285 (0.20392629432101403) | > loss_0: 2.1998565196990967 (2.2275659268902195) | > grad_norm_0: tensor(17.0052, device='cuda:0') (tensor(32.5646, device='cuda:0')) | > loss_gen: 2.5887625217437744 (2.753499723249866) | > loss_kl: 1.8795101642608643 (1.8065124288682015) | > loss_feat: 8.61312198638916 (8.375492334365848) | > loss_mel: 13.719745635986328 (14.028214839196973) | > loss_duration: 1.7926560640335083 (1.7357290867836244) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.593795776367188 (28.699448585510254) | > grad_norm_1: tensor(678.2371, device='cuda:0') (tensor(798.3608, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8351 (0.8426821885570404) | > loader_time: 0.0118 (0.011271015290291078)  --> TIME: 2025-05-08 19:40:14 -- STEP: 112/725 -- GLOBAL_STEP: 71350 | > loss_disc: 2.0818212032318115 (2.2351915878908972) | > loss_disc_real_0: 0.08329280465841293 (0.14060724679646736) | > loss_disc_real_1: 0.19691520929336548 (0.19934646825173072) | > loss_disc_real_2: 0.16368037462234497 (0.19504994699465378) | > loss_disc_real_3: 0.1755487024784088 (0.20231481721358638) | > loss_disc_real_4: 0.17329739034175873 (0.19841493306947605) | > loss_disc_real_5: 0.16995662450790405 (0.20430948718317918) | > loss_0: 2.0818212032318115 (2.2351915878908972) | > grad_norm_0: tensor(47.3801, device='cuda:0') (tensor(30.2027, device='cuda:0')) | > loss_gen: 2.6994309425354004 (2.7401861037526807) | > loss_kl: 1.5599926710128784 (1.7907303124666214) | > loss_feat: 9.287415504455566 (8.29985943010875) | > loss_mel: 15.752056121826172 (13.965968251228333) | > loss_duration: 1.7460304498672485 (1.7435893331255232) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.044925689697266 (28.54033350944519) | > grad_norm_1: tensor(1472.4740, device='cuda:0') (tensor(834.6422, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8291 (0.8431591221264431) | > loader_time: 0.0117 (0.011251696518489295)  --> TIME: 2025-05-08 19:40:57 -- STEP: 162/725 -- GLOBAL_STEP: 71400 | > loss_disc: 2.147449016571045 (2.2236957270422097) | > loss_disc_real_0: 0.08315227180719376 (0.13824393434656979) | > loss_disc_real_1: 0.20183029770851135 (0.1979413442773584) | > loss_disc_real_2: 0.18448792397975922 (0.19459868323655774) | > loss_disc_real_3: 0.18016208708286285 (0.20097767000581007) | > loss_disc_real_4: 0.20199565589427948 (0.19824623730447558) | > loss_disc_real_5: 0.13250426948070526 (0.20320154827686004) | > loss_0: 2.147449016571045 (2.2236957270422097) | > grad_norm_0: tensor(11.8211, device='cuda:0') (tensor(29.3735, device='cuda:0')) | > loss_gen: 2.7497434616088867 (2.7511470788790855) | > loss_kl: 1.6848361492156982 (1.7744791367907582) | > loss_feat: 8.27394962310791 (8.312465767801545) | > loss_mel: 13.888084411621094 (13.90500722108064) | > loss_duration: 1.7123245000839233 (1.7447707697197243) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.30893898010254 (28.487870027989516) | > grad_norm_1: tensor(410.7396, device='cuda:0') (tensor(810.3517, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8431 (0.8416099886835358) | > loader_time: 0.0101 (0.011173848752622255)  --> TIME: 2025-05-08 19:41:40 -- STEP: 212/725 -- GLOBAL_STEP: 71450 | > loss_disc: 2.165806770324707 (2.2199441498180588) | > loss_disc_real_0: 0.16830895841121674 (0.13596095394272845) | > loss_disc_real_1: 0.18390996754169464 (0.1977052635882261) | > loss_disc_real_2: 0.20036490261554718 (0.19468759274426498) | > loss_disc_real_3: 0.20620499551296234 (0.2009102161622272) | > loss_disc_real_4: 0.22793276607990265 (0.19912225029097413) | > loss_disc_real_5: 0.19435849785804749 (0.20285359608396045) | > loss_0: 2.165806770324707 (2.2199441498180588) | > grad_norm_0: tensor(43.9215, device='cuda:0') (tensor(29.5840, device='cuda:0')) | > loss_gen: 2.922144651412964 (2.7587422469876848) | > loss_kl: 1.6946293115615845 (1.7815608652132862) | > loss_feat: 8.682989120483398 (8.334126949310301) | > loss_mel: 13.20982551574707 (13.940307171839589) | > loss_duration: 1.7356977462768555 (1.744669276588368) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.245285034179688 (28.55940655942233) | > grad_norm_1: tensor(428.6586, device='cuda:0') (tensor(786.3170, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8246 (0.8417366889287841) | > loader_time: 0.0119 (0.011171661457925473)  --> TIME: 2025-05-08 19:42:23 -- STEP: 262/725 -- GLOBAL_STEP: 71500 | > loss_disc: 2.2149784564971924 (2.217360547935688) | > loss_disc_real_0: 0.14762620627880096 (0.13475694723484166) | > loss_disc_real_1: 0.1890396922826767 (0.1981183253513038) | > loss_disc_real_2: 0.1815108209848404 (0.19440589691618926) | > loss_disc_real_3: 0.22018007934093475 (0.20082147726575833) | > loss_disc_real_4: 0.20952284336090088 (0.1988330906015316) | > loss_disc_real_5: 0.20280738174915314 (0.20256219866849084) | > loss_0: 2.2149784564971924 (2.217360547935688) | > grad_norm_0: tensor(23.7458, device='cuda:0') (tensor(30.0006, device='cuda:0')) | > loss_gen: 2.8061747550964355 (2.7654958289998177) | > loss_kl: 1.923993468284607 (1.7912092841308536) | > loss_feat: 8.357431411743164 (8.373398768082833) | > loss_mel: 14.536169052124023 (13.956488227116242) | > loss_duration: 1.7187228202819824 (1.7460459256900176) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.342491149902344 (28.63263807951949) | > grad_norm_1: tensor(1085.7936, device='cuda:0') (tensor(792.1920, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8869 (0.8431706128229621) | > loader_time: 0.0124 (0.011126488219690686)  --> TIME: 2025-05-08 19:43:06 -- STEP: 312/725 -- GLOBAL_STEP: 71550 | > loss_disc: 2.2592339515686035 (2.2192165221159263) | > loss_disc_real_0: 0.18635432422161102 (0.13510906980492352) | > loss_disc_real_1: 0.18327681720256805 (0.198427998389189) | > loss_disc_real_2: 0.2008320391178131 (0.19483606865963873) | > loss_disc_real_3: 0.2334725707769394 (0.20090725430502338) | > loss_disc_real_4: 0.19296300411224365 (0.19870007721086336) | > loss_disc_real_5: 0.2207213044166565 (0.20298580901745047) | > loss_0: 2.2592339515686035 (2.2192165221159263) | > grad_norm_0: tensor(58.6424, device='cuda:0') (tensor(31.4099, device='cuda:0')) | > loss_gen: 2.822065591812134 (2.7603881198626294) | > loss_kl: 1.8546245098114014 (1.7884167325802338) | > loss_feat: 8.04057788848877 (8.349949168853271) | > loss_mel: 13.355341911315918 (13.950633547244928) | > loss_duration: 1.7587180137634277 (1.7460203476441212) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.831329345703125 (28.595407975025665) | > grad_norm_1: tensor(1007.5911, device='cuda:0') (tensor(816.0832, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8241 (0.8426873034391645) | > loader_time: 0.011 (0.01112410273307409)  --> TIME: 2025-05-08 19:43:49 -- STEP: 362/725 -- GLOBAL_STEP: 71600 | > loss_disc: 2.143594980239868 (2.21503751218648) | > loss_disc_real_0: 0.1431000530719757 (0.13437707394937767) | > loss_disc_real_1: 0.23126333951950073 (0.19835966224499163) | > loss_disc_real_2: 0.1869831085205078 (0.19438139690878634) | > loss_disc_real_3: 0.19565856456756592 (0.20040855355025652) | > loss_disc_real_4: 0.21649782359600067 (0.1984776396366114) | > loss_disc_real_5: 0.21374568343162537 (0.20276464237857272) | > loss_0: 2.143594980239868 (2.21503751218648) | > grad_norm_0: tensor(73.2760, device='cuda:0') (tensor(32.6547, device='cuda:0')) | > loss_gen: 2.9816460609436035 (2.767426397918994) | > loss_kl: 1.8439794778823853 (1.7876401326274345) | > loss_feat: 9.246607780456543 (8.380065921920439) | > loss_mel: 15.617488861083984 (13.971822116915034) | > loss_duration: 1.6797139644622803 (1.7450174926394257) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.369436264038086 (28.65197211734498) | > grad_norm_1: tensor(1224.5273, device='cuda:0') (tensor(824.8870, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8397 (0.8429820504636394) | > loader_time: 0.0113 (0.011123428028591438)  --> TIME: 2025-05-08 19:44:32 -- STEP: 412/725 -- GLOBAL_STEP: 71650 | > loss_disc: 2.2440104484558105 (2.213275352438674) | > loss_disc_real_0: 0.12048984318971634 (0.13379662869118358) | > loss_disc_real_1: 0.20493155717849731 (0.19798048997966983) | > loss_disc_real_2: 0.2252386063337326 (0.19415206986578917) | > loss_disc_real_3: 0.17594365775585175 (0.20056479898037258) | > loss_disc_real_4: 0.16883333027362823 (0.19857475393026777) | > loss_disc_real_5: 0.1896343231201172 (0.20249834251635293) | > loss_0: 2.2440104484558105 (2.213275352438674) | > grad_norm_0: tensor(24.8444, device='cuda:0') (tensor(32.3544, device='cuda:0')) | > loss_gen: 2.6875150203704834 (2.7697726898980357) | > loss_kl: 1.8134430646896362 (1.7850614450510265) | > loss_feat: 8.280721664428711 (8.371566685658056) | > loss_mel: 13.548929214477539 (13.954623842702329) | > loss_duration: 1.7267504930496216 (1.74544447544709) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.05735969543457 (28.626469181579292) | > grad_norm_1: tensor(977.9247, device='cuda:0') (tensor(814.9259, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8504 (0.8430457907972982) | > loader_time: 0.0149 (0.011122444879661492)  --> TIME: 2025-05-08 19:45:15 -- STEP: 462/725 -- GLOBAL_STEP: 71700 | > loss_disc: 2.1599009037017822 (2.2126689161057067) | > loss_disc_real_0: 0.16707022488117218 (0.13352975071895679) | > loss_disc_real_1: 0.1800173968076706 (0.1977130511041843) | > loss_disc_real_2: 0.1994604915380478 (0.1940194933767958) | > loss_disc_real_3: 0.20744937658309937 (0.20087358281338882) | > loss_disc_real_4: 0.21439875662326813 (0.19865905103229342) | > loss_disc_real_5: 0.23710449039936066 (0.20271340489903578) | > loss_0: 2.1599009037017822 (2.2126689161057067) | > grad_norm_0: tensor(71.4545, device='cuda:0') (tensor(32.3143, device='cuda:0')) | > loss_gen: 2.994961977005005 (2.771613420862139) | > loss_kl: 1.7074000835418701 (1.78725932041804) | > loss_feat: 9.324771881103516 (8.377673780763303) | > loss_mel: 15.610889434814453 (13.962712289967062) | > loss_duration: 1.7943313121795654 (1.7456630003916753) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.432355880737305 (28.644921847752162) | > grad_norm_1: tensor(881.1884, device='cuda:0') (tensor(814.8715, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.7863 (0.8434983579627362) | > loader_time: 0.0105 (0.011064908721230253)  --> TIME: 2025-05-08 19:45:58 -- STEP: 512/725 -- GLOBAL_STEP: 71750 | > loss_disc: 2.2249114513397217 (2.2124238337855777) | > loss_disc_real_0: 0.13962246477603912 (0.13379532033286504) | > loss_disc_real_1: 0.184250146150589 (0.19738140093977558) | > loss_disc_real_2: 0.19029876589775085 (0.19378255857736798) | > loss_disc_real_3: 0.21712061762809753 (0.2007360517454799) | > loss_disc_real_4: 0.17010845243930817 (0.19882666220655665) | > loss_disc_real_5: 0.22792580723762512 (0.20284228070522667) | > loss_0: 2.2249114513397217 (2.2124238337855777) | > grad_norm_0: tensor(23.4583, device='cuda:0') (tensor(32.4747, device='cuda:0')) | > loss_gen: 2.744210720062256 (2.7715254323557006) | > loss_kl: 1.8863071203231812 (1.7896089854184538) | > loss_feat: 8.39211654663086 (8.381131322123109) | > loss_mel: 14.1238431930542 (13.975166929885745) | > loss_duration: 1.6943572759628296 (1.7457859865389764) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.840835571289062 (28.663218706846237) | > grad_norm_1: tensor(957.6584, device='cuda:0') (tensor(816.6960, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8397 (0.8441806035116314) | > loader_time: 0.0101 (0.011041826568543916)  --> TIME: 2025-05-08 19:46:41 -- STEP: 562/725 -- GLOBAL_STEP: 71800 | > loss_disc: 2.0030806064605713 (2.2123444964877215) | > loss_disc_real_0: 0.07990777492523193 (0.1338439388764073) | > loss_disc_real_1: 0.17021715641021729 (0.19730768925460632) | > loss_disc_real_2: 0.15252292156219482 (0.193816429381905) | > loss_disc_real_3: 0.15665212273597717 (0.20063779481895447) | > loss_disc_real_4: 0.16137483716011047 (0.19875177513025835) | > loss_disc_real_5: 0.14785856008529663 (0.20281822459765605) | > loss_0: 2.0030806064605713 (2.2123444964877215) | > grad_norm_0: tensor(17.8683, device='cuda:0') (tensor(32.3297, device='cuda:0')) | > loss_gen: 2.9576101303100586 (2.7712712232752614) | > loss_kl: 1.8248417377471924 (1.7927717538915064) | > loss_feat: 10.058239936828613 (8.3805752835664) | > loss_mel: 15.407058715820312 (13.973928868982716) | > loss_duration: 1.7057061195373535 (1.7455281197388404) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.953454971313477 (28.664075260908998) | > grad_norm_1: tensor(895.6078, device='cuda:0') (tensor(814.1730, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8933 (0.8438459893562615) | > loader_time: 0.0107 (0.011021817706233668)  --> TIME: 2025-05-08 19:47:25 -- STEP: 612/725 -- GLOBAL_STEP: 71850 | > loss_disc: 2.406790256500244 (2.21180305060218) | > loss_disc_real_0: 0.19847753643989563 (0.1339582398631213) | > loss_disc_real_1: 0.21460385620594025 (0.19720589062746838) | > loss_disc_real_2: 0.2109481692314148 (0.1939853306104935) | > loss_disc_real_3: 0.19524940848350525 (0.20043666358866713) | > loss_disc_real_4: 0.22958771884441376 (0.19874568570867868) | > loss_disc_real_5: 0.23124626278877258 (0.2027013204456155) | > loss_0: 2.406790256500244 (2.21180305060218) | > grad_norm_0: tensor(34.1191, device='cuda:0') (tensor(32.3985, device='cuda:0')) | > loss_gen: 2.61850905418396 (2.771647189956864) | > loss_kl: 1.6656601428985596 (1.794573757967917) | > loss_feat: 6.567547798156738 (8.384818934147656) | > loss_mel: 12.428812026977539 (13.991819531309835) | > loss_duration: 1.6532143354415894 (1.7447398199754602) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.93374252319336 (28.687599247577136) | > grad_norm_1: tensor(546.3010, device='cuda:0') (tensor(818.8749, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8054 (0.8450246609114354) | > loader_time: 0.0087 (0.011005293310078148)  --> TIME: 2025-05-08 19:48:08 -- STEP: 662/725 -- GLOBAL_STEP: 71900 | > loss_disc: 2.149111032485962 (2.2127344176128143) | > loss_disc_real_0: 0.13202711939811707 (0.134646782522115) | > loss_disc_real_1: 0.19072407484054565 (0.19709170674989587) | > loss_disc_real_2: 0.17336814105510712 (0.19386770076532026) | > loss_disc_real_3: 0.19623397290706635 (0.2004285883327265) | > loss_disc_real_4: 0.20139002799987793 (0.19885118352952685) | > loss_disc_real_5: 0.20834654569625854 (0.20279046312379698) | > loss_0: 2.149111032485962 (2.2127344176128143) | > grad_norm_0: tensor(41.1375, device='cuda:0') (tensor(32.2837, device='cuda:0')) | > loss_gen: 2.8505189418792725 (2.770558127103615) | > loss_kl: 1.827553391456604 (1.7925844329361462) | > loss_feat: 8.448224067687988 (8.378335476641933) | > loss_mel: 13.103143692016602 (13.998167834613255) | > loss_duration: 1.7564120292663574 (1.7443793741958018) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.98585319519043 (28.684025245850894) | > grad_norm_1: tensor(764.7032, device='cuda:0') (tensor(812.9339, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8749 (0.8446643183238557) | > loader_time: 0.0136 (0.011034433575195136)  --> TIME: 2025-05-08 19:48:51 -- STEP: 712/725 -- GLOBAL_STEP: 71950 | > loss_disc: 2.2613182067871094 (2.2135754391718394) | > loss_disc_real_0: 0.1690770536661148 (0.13516179107003998) | > loss_disc_real_1: 0.2141886055469513 (0.19727875359272684) | > loss_disc_real_2: 0.2209768295288086 (0.1940466145032578) | > loss_disc_real_3: 0.2311016023159027 (0.20031021300996288) | > loss_disc_real_4: 0.21464715898036957 (0.1987859980736891) | > loss_disc_real_5: 0.22478845715522766 (0.20277303668638968) | > loss_0: 2.2613182067871094 (2.2135754391718394) | > grad_norm_0: tensor(56.9072, device='cuda:0') (tensor(32.4058, device='cuda:0')) | > loss_gen: 2.7304935455322266 (2.7676525889487738) | > loss_kl: 1.8828946352005005 (1.7919122630290765) | > loss_feat: 7.783761501312256 (8.360406256123875) | > loss_mel: 14.039778709411621 (13.971545701616263) | > loss_duration: 1.7465035915374756 (1.743372394295221) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.183433532714844 (28.634889208868643) | > grad_norm_1: tensor(883.2273, device='cuda:0') (tensor(811.6959, device='cuda:0')) | > current_lr_0: 0.00019912685682091382 | > current_lr_1: 0.00019912685682091382 | > step_time: 0.8317 (0.8453278575050697) | > loader_time: 0.0122 (0.011046356029724815)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2318942546844482 (2.2318942546844482) | > loss_disc_real_0: 0.19664332270622253 (0.19664332270622253) | > loss_disc_real_1: 0.1817885935306549 (0.1817885935306549) | > loss_disc_real_2: 0.1851361095905304 (0.1851361095905304) | > loss_disc_real_3: 0.2622304856777191 (0.2622304856777191) | > loss_disc_real_4: 0.2465055137872696 (0.2465055137872696) | > loss_disc_real_5: 0.23903866112232208 (0.23903866112232208) | > loss_0: 2.2318942546844482 (2.2318942546844482) | > loss_gen: 2.8320093154907227 (2.8320093154907227) | > loss_kl: 1.977594017982483 (1.977594017982483) | > loss_feat: 8.382739067077637 (8.382739067077637) | > loss_mel: 15.452986717224121 (15.452986717224121) | > loss_duration: 1.7167198657989502 (1.7167198657989502) | > loss_1: 30.362049102783203 (30.362049102783203)  --> STEP: 1 | > loss_disc: 2.2621474266052246 (2.2621474266052246) | > loss_disc_real_0: 0.1990993618965149 (0.1990993618965149) | > loss_disc_real_1: 0.19357849657535553 (0.19357849657535553) | > loss_disc_real_2: 0.16249452531337738 (0.16249452531337738) | > loss_disc_real_3: 0.24961969256401062 (0.24961969256401062) | > loss_disc_real_4: 0.2550748586654663 (0.2550748586654663) | > loss_disc_real_5: 0.27888551354408264 (0.27888551354408264) | > loss_0: 2.2621474266052246 (2.2621474266052246) | > loss_gen: 2.929610013961792 (2.929610013961792) | > loss_kl: 1.9264822006225586 (1.9264822006225586) | > loss_feat: 8.087584495544434 (8.087584495544434) | > loss_mel: 14.620776176452637 (14.620776176452637) | > loss_duration: 1.7737948894500732 (1.7737948894500732) | > loss_1: 29.338245391845703 (29.338245391845703)  --> STEP: 2 | > loss_disc: 2.258819103240967 (2.2604832649230957) | > loss_disc_real_0: 0.18465577065944672 (0.1918775662779808) | > loss_disc_real_1: 0.18089057505130768 (0.1872345358133316) | > loss_disc_real_2: 0.16733817756175995 (0.16491635143756866) | > loss_disc_real_3: 0.2629845142364502 (0.2563021034002304) | > loss_disc_real_4: 0.2327800840139389 (0.2439274713397026) | > loss_disc_real_5: 0.2722729742527008 (0.2755792438983917) | > loss_0: 2.258819103240967 (2.2604832649230957) | > loss_gen: 2.818937063217163 (2.8742735385894775) | > loss_kl: 1.8829115629196167 (1.9046968817710876) | > loss_feat: 8.19819164276123 (8.142888069152832) | > loss_mel: 15.396276473999023 (15.00852632522583) | > loss_duration: 1.827491044998169 (1.800642967224121) | > loss_1: 30.123807907104492 (29.731026649475098)  --> STEP: 3 | > loss_disc: 2.2655038833618164 (2.2621568044026694) | > loss_disc_real_0: 0.20218180119991302 (0.19531231125195822) | > loss_disc_real_1: 0.1813669502735138 (0.18527867396672568) | > loss_disc_real_2: 0.17663338780403137 (0.16882203022638956) | > loss_disc_real_3: 0.2659037709236145 (0.25950265924135846) | > loss_disc_real_4: 0.26118478178977966 (0.24967990815639496) | > loss_disc_real_5: 0.2613447606563568 (0.27083441615104675) | > loss_0: 2.2655038833618164 (2.2621568044026694) | > loss_gen: 2.904081106185913 (2.884209394454956) | > loss_kl: 1.977295160293579 (1.9288963079452515) | > loss_feat: 8.850508689880371 (8.378761609395346) | > loss_mel: 14.863580703735352 (14.960211118062338) | > loss_duration: 1.8213971853256226 (1.8075610399246216) | > loss_1: 30.41686248779297 (29.959638595581055)  --> STEP: 4 | > loss_disc: 2.2871124744415283 (2.268395721912384) | > loss_disc_real_0: 0.15450726449489594 (0.18511104956269264) | > loss_disc_real_1: 0.18103624880313873 (0.18421806767582893) | > loss_disc_real_2: 0.15904772281646729 (0.166378453373909) | > loss_disc_real_3: 0.26367896795272827 (0.2605467364192009) | > loss_disc_real_4: 0.2536824941635132 (0.2506805546581745) | > loss_disc_real_5: 0.29680541157722473 (0.27732716500759125) | > loss_0: 2.2871124744415283 (2.268395721912384) | > loss_gen: 2.751725673675537 (2.8510884642601013) | > loss_kl: 1.8232070207595825 (1.9024739861488342) | > loss_feat: 8.639906883239746 (8.444047927856445) | > loss_mel: 15.47171401977539 (15.0880868434906) | > loss_duration: 1.739963173866272 (1.7906615734100342) | > loss_1: 30.426517486572266 (30.076358318328857) --> EVAL PERFORMANCE | > avg_loader_time: 0.2843461036682129 (-0.007599174976348877) | > avg_loss_disc: 2.268395721912384 (+0.11865568161010742) | > avg_loss_disc_real_0: 0.18511104956269264 (+0.08627398312091827) | > avg_loss_disc_real_1: 0.18421806767582893 (-0.0036801062524318695) | > avg_loss_disc_real_2: 0.166378453373909 (+0.0033146142959594727) | > avg_loss_disc_real_3: 0.2605467364192009 (+0.07847917079925537) | > avg_loss_disc_real_4: 0.2506805546581745 (+0.03047233074903488) | > avg_loss_disc_real_5: 0.27732716500759125 (+0.07906205952167511) | > avg_loss_0: 2.268395721912384 (+0.11865568161010742) | > avg_loss_gen: 2.8510884642601013 (+0.3073543906211853) | > avg_loss_kl: 1.9024739861488342 (-0.11778488755226135) | > avg_loss_feat: 8.444047927856445 (-0.049982309341430664) | > avg_loss_mel: 15.0880868434906 (+0.5033199787139893) | > avg_loss_duration: 1.7906615734100342 (-0.010084211826324463) | > avg_loss_1: 30.076358318328857 (+0.6328215599060059)  > EPOCH: 36/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 19:49:09)   --> TIME: 2025-05-08 19:49:43 -- STEP: 37/725 -- GLOBAL_STEP: 72000 | > loss_disc: 2.243340015411377 (2.212329967601879) | > loss_disc_real_0: 0.11904258280992508 (0.1491384906946002) | > loss_disc_real_1: 0.16666138172149658 (0.19589331665554563) | > loss_disc_real_2: 0.19924642145633698 (0.19164245193069046) | > loss_disc_real_3: 0.21205344796180725 (0.20142180371928858) | > loss_disc_real_4: 0.20140349864959717 (0.19614920342290723) | > loss_disc_real_5: 0.18554574251174927 (0.19771790625275792) | > loss_0: 2.243340015411377 (2.212329967601879) | > grad_norm_0: tensor(36.5904, device='cuda:0') (tensor(40.8551, device='cuda:0')) | > loss_gen: 2.703531503677368 (2.7935525275565483) | > loss_kl: 1.6383519172668457 (1.773761510848999) | > loss_feat: 8.268020629882812 (8.548090354816333) | > loss_mel: 13.699957847595215 (14.111024057542956) | > loss_duration: 1.7433018684387207 (1.7349653179581102) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.053163528442383 (28.961393923372835) | > grad_norm_1: tensor(877.7714, device='cuda:0') (tensor(717.0515, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8589 (0.8460026560602961) | > loader_time: 0.0112 (0.0107946202561662) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_72000.pth  --> TIME: 2025-05-08 19:50:29 -- STEP: 87/725 -- GLOBAL_STEP: 72050 | > loss_disc: 2.0237021446228027 (2.203459460159828) | > loss_disc_real_0: 0.07125479727983475 (0.14152554311286444) | > loss_disc_real_1: 0.167604461312294 (0.19544147554485278) | > loss_disc_real_2: 0.15852157771587372 (0.19300130694762052) | > loss_disc_real_3: 0.23586852848529816 (0.2000736902500021) | > loss_disc_real_4: 0.21761994063854218 (0.19727077206660956) | > loss_disc_real_5: 0.18348151445388794 (0.19987776327407222) | > loss_0: 2.0237021446228027 (2.203459460159828) | > grad_norm_0: tensor(10.2068, device='cuda:0') (tensor(34.7586, device='cuda:0')) | > loss_gen: 3.0251481533050537 (2.7926378907828506) | > loss_kl: 1.9281221628189087 (1.7605387287578365) | > loss_feat: 9.801373481750488 (8.473096381658797) | > loss_mel: 15.674850463867188 (14.07700906950852) | > loss_duration: 1.689448595046997 (1.7360105802272927) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.11894226074219 (28.839292635862854) | > grad_norm_1: tensor(587.9453, device='cuda:0') (tensor(821.2808, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8123 (0.8500287669828568) | > loader_time: 0.0113 (0.010989844113930884)  --> TIME: 2025-05-08 19:51:13 -- STEP: 137/725 -- GLOBAL_STEP: 72100 | > loss_disc: 2.1429522037506104 (2.1997399399750424) | > loss_disc_real_0: 0.1580098569393158 (0.13781142180418446) | > loss_disc_real_1: 0.19468891620635986 (0.1954602404449978) | > loss_disc_real_2: 0.18502189218997955 (0.1917880761579876) | > loss_disc_real_3: 0.16252630949020386 (0.19927199696102282) | > loss_disc_real_4: 0.1915483921766281 (0.19656256613505146) | > loss_disc_real_5: 0.16695202887058258 (0.20032202392599008) | > loss_0: 2.1429522037506104 (2.1997399399750424) | > grad_norm_0: tensor(24.5194, device='cuda:0') (tensor(34.3042, device='cuda:0')) | > loss_gen: 2.8499033451080322 (2.7974211821590904) | > loss_kl: 1.8407078981399536 (1.7710805870320676) | > loss_feat: 9.37802505493164 (8.485280336254707) | > loss_mel: 13.556175231933594 (14.063434684363594) | > loss_duration: 1.739384651184082 (1.7365491860104303) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.36419677734375 (28.853765933182988) | > grad_norm_1: tensor(1097.1646, device='cuda:0') (tensor(797.6105, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8008 (0.8551666336338015) | > loader_time: 0.011 (0.01113229250385813)  --> TIME: 2025-05-08 19:51:56 -- STEP: 187/725 -- GLOBAL_STEP: 72150 | > loss_disc: 2.271588087081909 (2.2063467043606364) | > loss_disc_real_0: 0.14349186420440674 (0.13848412865623438) | > loss_disc_real_1: 0.21179428696632385 (0.1963881447034724) | > loss_disc_real_2: 0.1935649961233139 (0.19268461751109145) | > loss_disc_real_3: 0.22812499105930328 (0.20000102916822074) | > loss_disc_real_4: 0.21430575847625732 (0.19659971035419296) | > loss_disc_real_5: 0.16116289794445038 (0.20124176606774968) | > loss_0: 2.271588087081909 (2.2063467043606364) | > grad_norm_0: tensor(47.4741, device='cuda:0') (tensor(33.2283, device='cuda:0')) | > loss_gen: 2.593503952026367 (2.777031588681879) | > loss_kl: 1.7365309000015259 (1.777164935428191) | > loss_feat: 7.879879951477051 (8.4251107302579) | > loss_mel: 14.544862747192383 (14.04706781560725) | > loss_duration: 1.7739505767822266 (1.738245349516843) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.528728485107422 (28.764620398455126) | > grad_norm_1: tensor(421.2664, device='cuda:0') (tensor(874.5961, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.859 (0.8534058415316006) | > loader_time: 0.0129 (0.011178475650236568)  --> TIME: 2025-05-08 19:52:39 -- STEP: 237/725 -- GLOBAL_STEP: 72200 | > loss_disc: 2.054441452026367 (2.2102877283901106) | > loss_disc_real_0: 0.07925954461097717 (0.13844505260513812) | > loss_disc_real_1: 0.20416606962680817 (0.1965955436103958) | > loss_disc_real_2: 0.21750114858150482 (0.1932609583632353) | > loss_disc_real_3: 0.2087097465991974 (0.2002251780737301) | > loss_disc_real_4: 0.20518162846565247 (0.19744707411351584) | > loss_disc_real_5: 0.17026208341121674 (0.20196948448816934) | > loss_0: 2.054441452026367 (2.2102877283901106) | > grad_norm_0: tensor(11.7886, device='cuda:0') (tensor(33.2455, device='cuda:0')) | > loss_gen: 3.1424124240875244 (2.771565815567467) | > loss_kl: 1.9269660711288452 (1.7760733104456325) | > loss_feat: 9.194522857666016 (8.387572753278517) | > loss_mel: 14.80854606628418 (13.9881388708509) | > loss_duration: 1.7430747747421265 (1.7384173281585114) | > amp_scaler: 256.0 (137.7215189873418) | > loss_1: 30.815521240234375 (28.66176808836088) | > grad_norm_1: tensor(497.8680, device='cuda:0') (tensor(869.1047, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8082 (0.8522757397422308) | > loader_time: 0.0107 (0.011185677242681448)  --> TIME: 2025-05-08 19:53:22 -- STEP: 287/725 -- GLOBAL_STEP: 72250 | > loss_disc: 2.096090793609619 (2.209840217118479) | > loss_disc_real_0: 0.08159756660461426 (0.13788722369832856) | > loss_disc_real_1: 0.21977759897708893 (0.19633757413887395) | > loss_disc_real_2: 0.16867737472057343 (0.19292830268265065) | > loss_disc_real_3: 0.20643286406993866 (0.20033532079919286) | > loss_disc_real_4: 0.18237267434597015 (0.1975510352995337) | > loss_disc_real_5: 0.19627101719379425 (0.20252581273014122) | > loss_0: 2.096090793609619 (2.209840217118479) | > grad_norm_0: tensor(25.9564, device='cuda:0') (tensor(33.7254, device='cuda:0')) | > loss_gen: 2.805041551589966 (2.7763378246320656) | > loss_kl: 1.6803898811340332 (1.7679461232461167) | > loss_feat: 8.828198432922363 (8.393425325068032) | > loss_mel: 14.883127212524414 (14.00104546630009) | > loss_duration: 1.7661306858062744 (1.739325867297342) | > amp_scaler: 128.0 (136.47386759581886) | > loss_1: 29.962888717651367 (28.678080635203717) | > grad_norm_1: tensor(969.7246, device='cuda:0') (tensor(862.4711, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.7972 (0.8505760036694464) | > loader_time: 0.0114 (0.011221756918505094)  --> TIME: 2025-05-08 19:54:05 -- STEP: 337/725 -- GLOBAL_STEP: 72300 | > loss_disc: 2.240520477294922 (2.2093676784979492) | > loss_disc_real_0: 0.13653261959552765 (0.13802432394876668) | > loss_disc_real_1: 0.20500074326992035 (0.1963357366953123) | > loss_disc_real_2: 0.19423502683639526 (0.1926160369411067) | > loss_disc_real_3: 0.23138462007045746 (0.20014183254199486) | > loss_disc_real_4: 0.24105104804039001 (0.1975369431321628) | > loss_disc_real_5: 0.2503693997859955 (0.20298608668833892) | > loss_0: 2.240520477294922 (2.2093676784979492) | > grad_norm_0: tensor(52.9007, device='cuda:0') (tensor(34.4390, device='cuda:0')) | > loss_gen: 2.8094727993011475 (2.772768017799988) | > loss_kl: 1.9080644845962524 (1.7732436204168849) | > loss_feat: 8.558516502380371 (8.388315439931723) | > loss_mel: 15.112787246704102 (13.990783173535627) | > loss_duration: 1.7298967838287354 (1.738557057493872) | > amp_scaler: 128.0 (135.21661721068259) | > loss_1: 30.118738174438477 (28.663667339245713) | > grad_norm_1: tensor(1312.2872, device='cuda:0') (tensor(879.1391, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8645 (0.8503946692016784) | > loader_time: 0.0116 (0.011225419511427156)  --> TIME: 2025-05-08 19:54:49 -- STEP: 387/725 -- GLOBAL_STEP: 72350 | > loss_disc: 2.179270029067993 (2.208091112994409) | > loss_disc_real_0: 0.09963333606719971 (0.13732794622195152) | > loss_disc_real_1: 0.20551003515720367 (0.1960445262433947) | > loss_disc_real_2: 0.19330385327339172 (0.19252994683515814) | > loss_disc_real_3: 0.1957848072052002 (0.1998806095246504) | > loss_disc_real_4: 0.21882598102092743 (0.19810407783942013) | > loss_disc_real_5: 0.14493638277053833 (0.20253522647905728) | > loss_0: 2.179270029067993 (2.208091112994409) | > grad_norm_0: tensor(35.3607, device='cuda:0') (tensor(34.4446, device='cuda:0')) | > loss_gen: 2.7601211071014404 (2.775347193390208) | > loss_kl: 1.5804413557052612 (1.77461667239512) | > loss_feat: 8.50546646118164 (8.389948757427918) | > loss_mel: 13.982294082641602 (13.984794037594659) | > loss_duration: 1.8301435708999634 (1.7387486335843108) | > amp_scaler: 128.0 (134.28423772609827) | > loss_1: 28.658466339111328 (28.663455282994942) | > grad_norm_1: tensor(1003.4647, device='cuda:0') (tensor(862.5092, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8741 (0.85112349869977) | > loader_time: 0.0127 (0.01123422430467236)  --> TIME: 2025-05-08 19:55:32 -- STEP: 437/725 -- GLOBAL_STEP: 72400 | > loss_disc: 2.2724597454071045 (2.208975537963539) | > loss_disc_real_0: 0.14673757553100586 (0.13705760264423936) | > loss_disc_real_1: 0.18222501873970032 (0.19616997112398565) | > loss_disc_real_2: 0.2045242041349411 (0.1925545748775011) | > loss_disc_real_3: 0.1979285478591919 (0.19987730559140643) | > loss_disc_real_4: 0.22091515362262726 (0.19800495838818888) | > loss_disc_real_5: 0.23792608082294464 (0.20289758563860064) | > loss_0: 2.2724597454071045 (2.208975537963539) | > grad_norm_0: tensor(22.1845, device='cuda:0') (tensor(33.9084, device='cuda:0')) | > loss_gen: 2.748673677444458 (2.7709738864505864) | > loss_kl: 1.9434993267059326 (1.7762010258449845) | > loss_feat: 7.779569149017334 (8.37638093786873) | > loss_mel: 12.764991760253906 (13.959906292179902) | > loss_duration: 1.6884804964065552 (1.7383114527783077) | > amp_scaler: 128.0 (133.56521739130437) | > loss_1: 26.925214767456055 (28.62177356920744) | > grad_norm_1: tensor(958.7049, device='cuda:0') (tensor(872.4880, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8943 (0.8503174432627943) | > loader_time: 0.0103 (0.011212985084586067)  --> TIME: 2025-05-08 19:56:15 -- STEP: 487/725 -- GLOBAL_STEP: 72450 | > loss_disc: 2.0584537982940674 (2.208563192913913) | > loss_disc_real_0: 0.09894825518131256 (0.13682452422515065) | > loss_disc_real_1: 0.18093518912792206 (0.19613944404056677) | > loss_disc_real_2: 0.22224755585193634 (0.19290868463702274) | > loss_disc_real_3: 0.2110394835472107 (0.1999358671279413) | > loss_disc_real_4: 0.18622109293937683 (0.1980113025441062) | > loss_disc_real_5: 0.1923648566007614 (0.2026559330477118) | > loss_0: 2.0584537982940674 (2.208563192913913) | > grad_norm_0: tensor(28.8583, device='cuda:0') (tensor(34.2562, device='cuda:0')) | > loss_gen: 3.078061819076538 (2.7753365730113315) | > loss_kl: 1.7113847732543945 (1.779912011334539) | > loss_feat: 10.352669715881348 (8.38512409883848) | > loss_mel: 15.66710090637207 (13.967177530088954) | > loss_duration: 1.7401549816131592 (1.7389636969909041) | > amp_scaler: 128.0 (132.99383983572892) | > loss_1: 32.549373626708984 (28.646513870364586) | > grad_norm_1: tensor(559.7443, device='cuda:0') (tensor(869.6682, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8067 (0.8499393889057074) | > loader_time: 0.0105 (0.011211903433045812)  --> TIME: 2025-05-08 19:56:58 -- STEP: 537/725 -- GLOBAL_STEP: 72500 | > loss_disc: 2.139868974685669 (2.2112490400477745) | > loss_disc_real_0: 0.16336075961589813 (0.13745496645431046) | > loss_disc_real_1: 0.20412755012512207 (0.19627228049037626) | > loss_disc_real_2: 0.20812083780765533 (0.19317037241751933) | > loss_disc_real_3: 0.21657146513462067 (0.1999170253230206) | > loss_disc_real_4: 0.18248458206653595 (0.19807208466796233) | > loss_disc_real_5: 0.20767715573310852 (0.20298951692199357) | > loss_0: 2.139868974685669 (2.2112490400477745) | > grad_norm_0: tensor(26.5912, device='cuda:0') (tensor(33.8618, device='cuda:0')) | > loss_gen: 2.786588668823242 (2.7724988931162176) | > loss_kl: 1.5965863466262817 (1.780588085646958) | > loss_feat: 8.403618812561035 (8.384412790365952) | > loss_mel: 13.837358474731445 (13.991153345871684) | > loss_duration: 1.7618733644485474 (1.739499210867358) | > amp_scaler: 128.0 (132.52886405959026) | > loss_1: 28.386024475097656 (28.668152285243767) | > grad_norm_1: tensor(1172.7825, device='cuda:0') (tensor(847.4927, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8426 (0.8499081214712987) | > loader_time: 0.0098 (0.011199663027260777)  --> TIME: 2025-05-08 19:57:42 -- STEP: 587/725 -- GLOBAL_STEP: 72550 | > loss_disc: 2.355644941329956 (2.2137900883335098) | > loss_disc_real_0: 0.1179349347949028 (0.13833959663391518) | > loss_disc_real_1: 0.2088691145181656 (0.19617565153912353) | > loss_disc_real_2: 0.19324548542499542 (0.19318411409144112) | > loss_disc_real_3: 0.1999216228723526 (0.19998183161071048) | > loss_disc_real_4: 0.2203514724969864 (0.19831080953043206) | > loss_disc_real_5: 0.190738245844841 (0.20296297751659031) | > loss_0: 2.355644941329956 (2.2137900883335098) | > grad_norm_0: tensor(14.8631, device='cuda:0') (tensor(33.5545, device='cuda:0')) | > loss_gen: 2.4383602142333984 (2.768772485105913) | > loss_kl: 1.7264704704284668 (1.7826951758418823) | > loss_feat: 6.915128231048584 (8.376489983709755) | > loss_mel: 12.151018142700195 (13.98586145657697) | > loss_duration: 1.7145832777023315 (1.7389942566012202) | > amp_scaler: 128.0 (132.14310051107316) | > loss_1: 24.945560455322266 (28.652813318437776) | > grad_norm_1: tensor(273.7188, device='cuda:0') (tensor(828.7734, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8749 (0.850096335809113) | > loader_time: 0.0104 (0.011147512081737615)  --> TIME: 2025-05-08 19:58:25 -- STEP: 637/725 -- GLOBAL_STEP: 72600 | > loss_disc: 2.3250982761383057 (2.2149632705062707) | > loss_disc_real_0: 0.18925698101520538 (0.13864693511131232) | > loss_disc_real_1: 0.21176080405712128 (0.19633209908869437) | > loss_disc_real_2: 0.19712777435779572 (0.19317435603033262) | > loss_disc_real_3: 0.1890445053577423 (0.19993925288764053) | > loss_disc_real_4: 0.19167116284370422 (0.1982657839215157) | > loss_disc_real_5: 0.24311111867427826 (0.20319804701269897) | > loss_0: 2.3250982761383057 (2.2149632705062707) | > grad_norm_0: tensor(55.3262, device='cuda:0') (tensor(33.2266, device='cuda:0')) | > loss_gen: 2.7132885456085205 (2.7675596874213104) | > loss_kl: 1.790467381477356 (1.784222279089025) | > loss_feat: 7.511381149291992 (8.379518121153454) | > loss_mel: 12.989523887634277 (13.995826267559824) | > loss_duration: 1.7102618217468262 (1.738561176243158) | > amp_scaler: 128.0 (131.8178963893248) | > loss_1: 26.714923858642578 (28.66568749815553) | > grad_norm_1: tensor(1081.9186, device='cuda:0') (tensor(829.0726, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8366 (0.8506626618713189) | > loader_time: 0.0098 (0.011146085415754809)  --> TIME: 2025-05-08 19:59:08 -- STEP: 687/725 -- GLOBAL_STEP: 72650 | > loss_disc: 2.1951799392700195 (2.2148259520704254) | > loss_disc_real_0: 0.08069059252738953 (0.13846225590815198) | > loss_disc_real_1: 0.18859633803367615 (0.19647582526029994) | > loss_disc_real_2: 0.18263442814350128 (0.19331188658265933) | > loss_disc_real_3: 0.1885112226009369 (0.19981492906158155) | > loss_disc_real_4: 0.19755099713802338 (0.1982831019241216) | > loss_disc_real_5: 0.1823229044675827 (0.20331096968015738) | > loss_0: 2.1951799392700195 (2.2148259520704254) | > grad_norm_0: tensor(26.6643, device='cuda:0') (tensor(33.2107, device='cuda:0')) | > loss_gen: 2.774941921234131 (2.768912974056371) | > loss_kl: 1.578774094581604 (1.7872096428531052) | > loss_feat: 9.173294067382812 (8.383750181878334) | > loss_mel: 14.213865280151367 (14.004245705306095) | > loss_duration: 1.7466449737548828 (1.7380419051629838) | > amp_scaler: 128.0 (131.54002911208138) | > loss_1: 29.48752212524414 (28.68216035667986) | > grad_norm_1: tensor(966.3276, device='cuda:0') (tensor(828.4594, device='cuda:0')) | > current_lr_0: 0.0001991019659638112 | > current_lr_1: 0.0001991019659638112 | > step_time: 0.8867 (0.8500578590876152) | > loader_time: 0.0099 (0.011120319366455085)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.124784231185913 (2.124784231185913) | > loss_disc_real_0: 0.1332414448261261 (0.1332414448261261) | > loss_disc_real_1: 0.18195277452468872 (0.18195277452468872) | > loss_disc_real_2: 0.16840742528438568 (0.16840742528438568) | > loss_disc_real_3: 0.18957281112670898 (0.18957281112670898) | > loss_disc_real_4: 0.20396731793880463 (0.20396731793880463) | > loss_disc_real_5: 0.24608203768730164 (0.24608203768730164) | > loss_0: 2.124784231185913 (2.124784231185913) | > loss_gen: 2.7079436779022217 (2.7079436779022217) | > loss_kl: 1.898838758468628 (1.898838758468628) | > loss_feat: 8.201885223388672 (8.201885223388672) | > loss_mel: 15.199785232543945 (15.199785232543945) | > loss_duration: 1.6916120052337646 (1.6916120052337646) | > loss_1: 29.70006561279297 (29.70006561279297)  --> STEP: 1 | > loss_disc: 2.133490562438965 (2.133490562438965) | > loss_disc_real_0: 0.13380005955696106 (0.13380005955696106) | > loss_disc_real_1: 0.18524478375911713 (0.18524478375911713) | > loss_disc_real_2: 0.1620781570672989 (0.1620781570672989) | > loss_disc_real_3: 0.20609214901924133 (0.20609214901924133) | > loss_disc_real_4: 0.20423853397369385 (0.20423853397369385) | > loss_disc_real_5: 0.22878405451774597 (0.22878405451774597) | > loss_0: 2.133490562438965 (2.133490562438965) | > loss_gen: 2.7302474975585938 (2.7302474975585938) | > loss_kl: 1.9412513971328735 (1.9412513971328735) | > loss_feat: 8.798263549804688 (8.798263549804688) | > loss_mel: 15.35372257232666 (15.35372257232666) | > loss_duration: 1.7758946418762207 (1.7758946418762207) | > loss_1: 30.599380493164062 (30.599380493164062)  --> STEP: 2 | > loss_disc: 2.056950807571411 (2.095220685005188) | > loss_disc_real_0: 0.13264966011047363 (0.13322485983371735) | > loss_disc_real_1: 0.1744236946105957 (0.17983423918485641) | > loss_disc_real_2: 0.15858890116214752 (0.1603335291147232) | > loss_disc_real_3: 0.1859629899263382 (0.19602756947278976) | > loss_disc_real_4: 0.20514251291751862 (0.20469052344560623) | > loss_disc_real_5: 0.2035013735294342 (0.2161427140235901) | > loss_0: 2.056950807571411 (2.095220685005188) | > loss_gen: 2.7517354488372803 (2.740991473197937) | > loss_kl: 1.7318681478500366 (1.836559772491455) | > loss_feat: 8.808212280273438 (8.803237915039062) | > loss_mel: 15.799057006835938 (15.576389789581299) | > loss_duration: 1.8078243732452393 (1.79185950756073) | > loss_1: 30.898698806762695 (30.74903964996338)  --> STEP: 3 | > loss_disc: 2.1117327213287354 (2.100724697113037) | > loss_disc_real_0: 0.12369091808795929 (0.130046879251798) | > loss_disc_real_1: 0.19481417536735535 (0.1848275512456894) | > loss_disc_real_2: 0.1597832888364792 (0.16015011568864188) | > loss_disc_real_3: 0.16900204122066498 (0.18701906005541483) | > loss_disc_real_4: 0.1873129904270172 (0.19889801243940988) | > loss_disc_real_5: 0.20053860545158386 (0.210941344499588) | > loss_0: 2.1117327213287354 (2.100724697113037) | > loss_gen: 2.6024575233459473 (2.6948134899139404) | > loss_kl: 1.7945501804351807 (1.8225565751393635) | > loss_feat: 8.516082763671875 (8.70751953125) | > loss_mel: 14.005075454711914 (15.052618344624838) | > loss_duration: 1.8084279298782349 (1.7973823149998982) | > loss_1: 28.726593017578125 (30.07489077250163)  --> STEP: 4 | > loss_disc: 1.9655369520187378 (2.0669277608394623) | > loss_disc_real_0: 0.10552077740430832 (0.12391535378992558) | > loss_disc_real_1: 0.17094950377941132 (0.18135803937911987) | > loss_disc_real_2: 0.14249905943870544 (0.15573735162615776) | > loss_disc_real_3: 0.18255615234375 (0.18590333312749863) | > loss_disc_real_4: 0.20699743926525116 (0.2009228691458702) | > loss_disc_real_5: 0.20161058008670807 (0.20860865339636803) | > loss_0: 1.9655369520187378 (2.0669277608394623) | > loss_gen: 2.905371904373169 (2.7474530935287476) | > loss_kl: 2.035794496536255 (1.8758660554885864) | > loss_feat: 10.480040550231934 (9.150649785995483) | > loss_mel: 17.788867950439453 (15.736680746078491) | > loss_duration: 1.7301867008209229 (1.7805834114551544) | > loss_1: 34.94026184082031 (31.2912335395813) --> EVAL PERFORMANCE | > avg_loader_time: 0.28228044509887695 (-0.0020656585693359375) | > avg_loss_disc: 2.0669277608394623 (-0.20146796107292175) | > avg_loss_disc_real_0: 0.12391535378992558 (-0.06119569577276707) | > avg_loss_disc_real_1: 0.18135803937911987 (-0.0028600282967090607) | > avg_loss_disc_real_2: 0.15573735162615776 (-0.010641101747751236) | > avg_loss_disc_real_3: 0.18590333312749863 (-0.07464340329170227) | > avg_loss_disc_real_4: 0.2009228691458702 (-0.049757685512304306) | > avg_loss_disc_real_5: 0.20860865339636803 (-0.06871851161122322) | > avg_loss_0: 2.0669277608394623 (-0.20146796107292175) | > avg_loss_gen: 2.7474530935287476 (-0.10363537073135376) | > avg_loss_kl: 1.8758660554885864 (-0.026607930660247803) | > avg_loss_feat: 9.150649785995483 (+0.7066018581390381) | > avg_loss_mel: 15.736680746078491 (+0.6485939025878906) | > avg_loss_duration: 1.7805834114551544 (-0.01007816195487976) | > avg_loss_1: 31.2912335395813 (+1.2148752212524414)  > EPOCH: 37/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 19:59:48)   --> TIME: 2025-05-08 20:00:00 -- STEP: 12/725 -- GLOBAL_STEP: 72700 | > loss_disc: 2.144299030303955 (2.174576461315155) | > loss_disc_real_0: 0.10108388215303421 (0.12367166454593342) | > loss_disc_real_1: 0.1999756097793579 (0.19715548927585283) | > loss_disc_real_2: 0.18453136086463928 (0.1978263035416603) | > loss_disc_real_3: 0.16192851960659027 (0.19977817063530287) | > loss_disc_real_4: 0.15157902240753174 (0.19401721904675165) | > loss_disc_real_5: 0.19984740018844604 (0.2019094874461492) | > loss_0: 2.144299030303955 (2.174576461315155) | > grad_norm_0: tensor(35.6770, device='cuda:0') (tensor(26.3727, device='cuda:0')) | > loss_gen: 2.634258270263672 (2.7844713727633157) | > loss_kl: 1.7910869121551514 (1.7998632391293843) | > loss_feat: 8.149319648742676 (8.257030924161276) | > loss_mel: 14.874612808227539 (14.182307561238607) | > loss_duration: 1.7794604301452637 (1.7350906232992809) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.22873878479004 (28.758763631184895) | > grad_norm_1: tensor(1332.1703, device='cuda:0') (tensor(833.7475, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8526 (0.8433142701784769) | > loader_time: 0.0089 (0.011168718338012695)  --> TIME: 2025-05-08 20:00:44 -- STEP: 62/725 -- GLOBAL_STEP: 72750 | > loss_disc: 2.1366522312164307 (2.176676265655025) | > loss_disc_real_0: 0.09572771191596985 (0.1302949230997794) | > loss_disc_real_1: 0.20936140418052673 (0.19302838512005344) | > loss_disc_real_2: 0.18690912425518036 (0.19061422516261378) | > loss_disc_real_3: 0.21581153571605682 (0.19976358932833518) | > loss_disc_real_4: 0.17733465135097504 (0.19665219370395906) | > loss_disc_real_5: 0.17305497825145721 (0.2011457763371929) | > loss_0: 2.1366522312164307 (2.176676265655025) | > grad_norm_0: tensor(24.2735, device='cuda:0') (tensor(32.6268, device='cuda:0')) | > loss_gen: 2.824984550476074 (2.7944230533415273) | > loss_kl: 1.8336647748947144 (1.7707552198440797) | > loss_feat: 8.586332321166992 (8.49746451070232) | > loss_mel: 14.323247909545898 (14.124746999432963) | > loss_duration: 1.7874479293823242 (1.7295899064310136) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.35567855834961 (28.91697963591545) | > grad_norm_1: tensor(654.4341, device='cuda:0') (tensor(935.3008, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8501 (0.8548396325880482) | > loader_time: 0.0098 (0.010748174882704211)  --> TIME: 2025-05-08 20:01:27 -- STEP: 112/725 -- GLOBAL_STEP: 72800 | > loss_disc: 2.174161911010742 (2.189990634364741) | > loss_disc_real_0: 0.1089596152305603 (0.13288853018145472) | > loss_disc_real_1: 0.19626417756080627 (0.1943467753008008) | > loss_disc_real_2: 0.19684651494026184 (0.19190483114549092) | > loss_disc_real_3: 0.1894882470369339 (0.19912312485809838) | > loss_disc_real_4: 0.20163773000240326 (0.1968989840575627) | > loss_disc_real_5: 0.16066507995128632 (0.2016527458493199) | > loss_0: 2.174161911010742 (2.189990634364741) | > grad_norm_0: tensor(28.9423, device='cuda:0') (tensor(32.9751, device='cuda:0')) | > loss_gen: 2.7740445137023926 (2.7959867055927003) | > loss_kl: 1.6817938089370728 (1.781836218067578) | > loss_feat: 8.791668891906738 (8.47511883718627) | > loss_mel: 14.021100044250488 (14.02997612953186) | > loss_duration: 1.7420475482940674 (1.7376992000000817) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.010656356811523 (28.820616960525513) | > grad_norm_1: tensor(1269.8772, device='cuda:0') (tensor(832.5751, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8119 (0.8530922404357365) | > loader_time: 0.0109 (0.010686122945376807)  --> TIME: 2025-05-08 20:02:10 -- STEP: 162/725 -- GLOBAL_STEP: 72850 | > loss_disc: 2.080672025680542 (2.197881516851025) | > loss_disc_real_0: 0.1258964240550995 (0.13567516676805624) | > loss_disc_real_1: 0.17013616859912872 (0.19460978460164716) | > loss_disc_real_2: 0.2036500871181488 (0.19287698614744492) | > loss_disc_real_3: 0.20802728831768036 (0.1990780653776946) | > loss_disc_real_4: 0.21351824700832367 (0.19804567392961475) | > loss_disc_real_5: 0.19200587272644043 (0.20128695565609284) | > loss_0: 2.080672025680542 (2.197881516851025) | > grad_norm_0: tensor(31.8730, device='cuda:0') (tensor(32.4925, device='cuda:0')) | > loss_gen: 2.9787354469299316 (2.7907504623318897) | > loss_kl: 1.822628378868103 (1.7814064180409466) | > loss_feat: 8.893180847167969 (8.46585091249443) | > loss_mel: 15.078487396240234 (14.029134149904602) | > loss_duration: 1.701080083847046 (1.7395886719962697) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.474111557006836 (28.80673048231337) | > grad_norm_1: tensor(1129.4249, device='cuda:0') (tensor(832.4880, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8234 (0.8498092978088944) | > loader_time: 0.0093 (0.010691550042894151)  --> TIME: 2025-05-08 20:02:53 -- STEP: 212/725 -- GLOBAL_STEP: 72900 | > loss_disc: 2.423311233520508 (2.1945759895837527) | > loss_disc_real_0: 0.21347014605998993 (0.13382162698456687) | > loss_disc_real_1: 0.17859403789043427 (0.19559843964734164) | > loss_disc_real_2: 0.2195565551519394 (0.19313841608335386) | > loss_disc_real_3: 0.21597595512866974 (0.19823486491475464) | > loss_disc_real_4: 0.23557884991168976 (0.19800335745204167) | > loss_disc_real_5: 0.23818865418434143 (0.2003457970073763) | > loss_0: 2.423311233520508 (2.1945759895837527) | > grad_norm_0: tensor(64.8414, device='cuda:0') (tensor(32.3882, device='cuda:0')) | > loss_gen: 2.5408401489257812 (2.797157551882402) | > loss_kl: 1.763899326324463 (1.781538407195289) | > loss_feat: 7.2582526206970215 (8.47570762319385) | > loss_mel: 12.2410306930542 (14.037556220900335) | > loss_duration: 1.747565507888794 (1.7401846180546958) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.551589965820312 (28.832144260406494) | > grad_norm_1: tensor(666.9521, device='cuda:0') (tensor(817.9585, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8461 (0.8492702301943077) | > loader_time: 0.0102 (0.010625559204029586)  --> TIME: 2025-05-08 20:03:36 -- STEP: 262/725 -- GLOBAL_STEP: 72950 | > loss_disc: 1.9716787338256836 (2.1926082477314766) | > loss_disc_real_0: 0.09352370351552963 (0.13309603630927672) | > loss_disc_real_1: 0.17936266958713531 (0.1956386770910889) | > loss_disc_real_2: 0.19004566967487335 (0.1927827926537463) | > loss_disc_real_3: 0.15851745009422302 (0.19818488724586616) | > loss_disc_real_4: 0.19475015997886658 (0.19816211400596237) | > loss_disc_real_5: 0.17513017356395721 (0.2007670809180682) | > loss_0: 1.9716787338256836 (2.1926082477314766) | > grad_norm_0: tensor(15.4386, device='cuda:0') (tensor(31.8197, device='cuda:0')) | > loss_gen: 3.097994804382324 (2.7978956899570147) | > loss_kl: 1.8521690368652344 (1.7788665367446783) | > loss_feat: 9.665314674377441 (8.490989679598627) | > loss_mel: 15.762174606323242 (14.088336413143244) | > loss_duration: 1.7191543579101562 (1.741097977598205) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.09680938720703 (28.89718620649731) | > grad_norm_1: tensor(542.7593, device='cuda:0') (tensor(822.3145, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8848 (0.8480709117787485) | > loader_time: 0.0101 (0.010646032923050509)  --> TIME: 2025-05-08 20:04:19 -- STEP: 312/725 -- GLOBAL_STEP: 73000 | > loss_disc: 2.171748161315918 (2.1920026521652165) | > loss_disc_real_0: 0.13263194262981415 (0.13189730423096654) | > loss_disc_real_1: 0.22939355671405792 (0.1956750073780616) | > loss_disc_real_2: 0.18021167814731598 (0.19288002842893967) | > loss_disc_real_3: 0.19399888813495636 (0.19845363215949297) | > loss_disc_real_4: 0.17748522758483887 (0.19843665749216685) | > loss_disc_real_5: 0.20558644831180573 (0.20031789556527746) | > loss_0: 2.171748161315918 (2.1920026521652165) | > grad_norm_0: tensor(10.6636, device='cuda:0') (tensor(31.6411, device='cuda:0')) | > loss_gen: 2.7262346744537354 (2.8026888729670114) | > loss_kl: 1.8607046604156494 (1.7841127205353509) | > loss_feat: 8.389691352844238 (8.512711017559734) | > loss_mel: 14.594399452209473 (14.10918761828007) | > loss_duration: 1.746690273284912 (1.7404381457047593) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.317720413208008 (28.949138305126088) | > grad_norm_1: tensor(720.0790, device='cuda:0') (tensor(809.5493, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8497 (0.8484995189385538) | > loader_time: 0.01 (0.010639920448645566) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_73000.pth  --> TIME: 2025-05-08 20:05:05 -- STEP: 362/725 -- GLOBAL_STEP: 73050 | > loss_disc: 2.15932035446167 (2.192847639157624) | > loss_disc_real_0: 0.11356065422296524 (0.13220738302607543) | > loss_disc_real_1: 0.19220806658267975 (0.19558867124727417) | > loss_disc_real_2: 0.20622886717319489 (0.1929167598815254) | > loss_disc_real_3: 0.20064349472522736 (0.1983424869690152) | > loss_disc_real_4: 0.16940248012542725 (0.19845574394444726) | > loss_disc_real_5: 0.1765567660331726 (0.1998588031168142) | > loss_0: 2.15932035446167 (2.192847639157624) | > grad_norm_0: tensor(9.3007, device='cuda:0') (tensor(31.5081, device='cuda:0')) | > loss_gen: 2.7989492416381836 (2.800174549139666) | > loss_kl: 1.9351307153701782 (1.788098593772445) | > loss_feat: 9.096641540527344 (8.501298386747665) | > loss_mel: 15.154507637023926 (14.089735613343466) | > loss_duration: 1.6717615127563477 (1.7391279537374809) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.65699005126953 (28.918435049320447) | > grad_norm_1: tensor(305.3920, device='cuda:0') (tensor(805.1003, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8486 (0.8500997348384964) | > loader_time: 0.0104 (0.01061603509260146)  --> TIME: 2025-05-08 20:05:49 -- STEP: 412/725 -- GLOBAL_STEP: 73100 | > loss_disc: 2.2137045860290527 (2.1944650729883044) | > loss_disc_real_0: 0.08669529855251312 (0.1331665492571382) | > loss_disc_real_1: 0.189866840839386 (0.19561180834052633) | > loss_disc_real_2: 0.21577554941177368 (0.19297007330268331) | > loss_disc_real_3: 0.19246795773506165 (0.19839951801068575) | > loss_disc_real_4: 0.1906110644340515 (0.19821509935902154) | > loss_disc_real_5: 0.2012132704257965 (0.20018220790526242) | > loss_0: 2.2137045860290527 (2.1944650729883044) | > grad_norm_0: tensor(29.0480, device='cuda:0') (tensor(31.9613, device='cuda:0')) | > loss_gen: 2.798466444015503 (2.800699109012641) | > loss_kl: 1.7280869483947754 (1.786561507333829) | > loss_feat: 8.255139350891113 (8.488328622382827) | > loss_mel: 13.928316116333008 (14.096422963929408) | > loss_duration: 1.7330710887908936 (1.7391210389368748) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.443078994750977 (28.911133196747414) | > grad_norm_1: tensor(849.4352, device='cuda:0') (tensor(816.4641, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8568 (0.8518728127757323) | > loader_time: 0.0115 (0.010636923382583171)  --> TIME: 2025-05-08 20:06:32 -- STEP: 462/725 -- GLOBAL_STEP: 73150 | > loss_disc: 2.3647444248199463 (2.2002213754695203) | > loss_disc_real_0: 0.1694108545780182 (0.13537263425139623) | > loss_disc_real_1: 0.1925862431526184 (0.19556604022587531) | > loss_disc_real_2: 0.23073217272758484 (0.1928179312448997) | > loss_disc_real_3: 0.21301263570785522 (0.1988887730098906) | > loss_disc_real_4: 0.2091144472360611 (0.1983611637895757) | > loss_disc_real_5: 0.1951817125082016 (0.20061412901976408) | > loss_0: 2.3647444248199463 (2.2002213754695203) | > grad_norm_0: tensor(15.0486, device='cuda:0') (tensor(30.9311, device='cuda:0')) | > loss_gen: 2.5236597061157227 (2.7898208289951474) | > loss_kl: 1.7680206298828125 (1.7879052154429542) | > loss_feat: 6.558476448059082 (8.457225438320275) | > loss_mel: 12.439906120300293 (14.087279953481831) | > loss_duration: 1.7694194316864014 (1.7393218191155113) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.059480667114258 (28.86155321278097) | > grad_norm_1: tensor(678.5000, device='cuda:0') (tensor(794.5577, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.7851 (0.8506796623205211) | > loader_time: 0.0109 (0.010653879735376926)  --> TIME: 2025-05-08 20:07:15 -- STEP: 512/725 -- GLOBAL_STEP: 73200 | > loss_disc: 2.287738800048828 (2.204465974122284) | > loss_disc_real_0: 0.15817996859550476 (0.13652187325351395) | > loss_disc_real_1: 0.19887439906597137 (0.19601078215055168) | > loss_disc_real_2: 0.1860550194978714 (0.19320383259037044) | > loss_disc_real_3: 0.17800989747047424 (0.1989836477150675) | > loss_disc_real_4: 0.17559851706027985 (0.1982368442404549) | > loss_disc_real_5: 0.18604514002799988 (0.20076166131184436) | > loss_0: 2.287738800048828 (2.204465974122284) | > grad_norm_0: tensor(7.9038, device='cuda:0') (tensor(30.8074, device='cuda:0')) | > loss_gen: 2.4113473892211914 (2.7842109575867653) | > loss_kl: 1.7233558893203735 (1.7901975542772557) | > loss_feat: 7.240774154663086 (8.432783229276541) | > loss_mel: 12.853056907653809 (14.07739806547761) | > loss_duration: 1.707000732421875 (1.7399178512860094) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.935535430908203 (28.8245076239109) | > grad_norm_1: tensor(280.2360, device='cuda:0') (tensor(773.4979, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8653 (0.8500103633850814) | > loader_time: 0.0109 (0.010674200020730494)  --> TIME: 2025-05-08 20:07:58 -- STEP: 562/725 -- GLOBAL_STEP: 73250 | > loss_disc: 2.2803711891174316 (2.206766096298377) | > loss_disc_real_0: 0.332170307636261 (0.1379701408202961) | > loss_disc_real_1: 0.23074465990066528 (0.1958496916601666) | > loss_disc_real_2: 0.21309475600719452 (0.1930311222385045) | > loss_disc_real_3: 0.19804847240447998 (0.19893397024942044) | > loss_disc_real_4: 0.23058342933654785 (0.19814272821479834) | > loss_disc_real_5: 0.19861941039562225 (0.20102365126707383) | > loss_0: 2.2803711891174316 (2.206766096298377) | > grad_norm_0: tensor(70.9040, device='cuda:0') (tensor(29.7407, device='cuda:0')) | > loss_gen: 3.077005386352539 (2.778145410412147) | > loss_kl: 1.7696123123168945 (1.7886901716320538) | > loss_feat: 8.50528335571289 (8.406680874128787) | > loss_mel: 13.739368438720703 (14.064279934689667) | > loss_duration: 1.7018513679504395 (1.739814356764865) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.793119430541992 (28.777610710931423) | > grad_norm_1: tensor(607.4501, device='cuda:0') (tensor(758.5137, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8787 (0.8492059058566112) | > loader_time: 0.0103 (0.010649825330306627)  --> TIME: 2025-05-08 20:08:41 -- STEP: 612/725 -- GLOBAL_STEP: 73300 | > loss_disc: 2.2770309448242188 (2.2092145233372418) | > loss_disc_real_0: 0.16852682828903198 (0.13793600892368077) | > loss_disc_real_1: 0.24090953171253204 (0.1961717957423794) | > loss_disc_real_2: 0.1899099349975586 (0.19331887835527176) | > loss_disc_real_3: 0.21399101614952087 (0.1991320067614901) | > loss_disc_real_4: 0.20721419155597687 (0.19843337558258586) | > loss_disc_real_5: 0.1886257827281952 (0.20094948717289515) | > loss_0: 2.2770309448242188 (2.2092145233372418) | > grad_norm_0: tensor(40.7427, device='cuda:0') (tensor(29.7299, device='cuda:0')) | > loss_gen: 2.7997865676879883 (2.77617065929899) | > loss_kl: 1.6634255647659302 (1.7905605678854426) | > loss_feat: 7.977444648742676 (8.4021290400449) | > loss_mel: 13.867218017578125 (14.05950685887555) | > loss_duration: 1.6657702922821045 (1.739439559138679) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.973642349243164 (28.767806639079183) | > grad_norm_1: tensor(1037.7546, device='cuda:0') (tensor(761.8566, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8153 (0.8495651841942788) | > loader_time: 0.0095 (0.010651951521829841)  --> TIME: 2025-05-08 20:09:24 -- STEP: 662/725 -- GLOBAL_STEP: 73350 | > loss_disc: 2.189366102218628 (2.2068569435093663) | > loss_disc_real_0: 0.13781948387622833 (0.1373913764863574) | > loss_disc_real_1: 0.19413159787654877 (0.1957690213382064) | > loss_disc_real_2: 0.18407656252384186 (0.1931141961669815) | > loss_disc_real_3: 0.23651322722434998 (0.1990760404987997) | > loss_disc_real_4: 0.2256060391664505 (0.1984092742429758) | > loss_disc_real_5: 0.23180408775806427 (0.20099657263010307) | > loss_0: 2.189366102218628 (2.2068569435093663) | > grad_norm_0: tensor(38.6098, device='cuda:0') (tensor(29.9525, device='cuda:0')) | > loss_gen: 2.9807920455932617 (2.7796655900528786) | > loss_kl: 1.8117351531982422 (1.7891455897751891) | > loss_feat: 8.289328575134277 (8.415855366657876) | > loss_mel: 13.170781135559082 (14.067819448396158) | > loss_duration: 1.7681015729904175 (1.7401323449935804) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.020736694335938 (28.792618302060042) | > grad_norm_1: tensor(632.5238, device='cuda:0') (tensor(772.6420, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8579 (0.8492865512018124) | > loader_time: 0.0102 (0.010630426450078223)  --> TIME: 2025-05-08 20:10:07 -- STEP: 712/725 -- GLOBAL_STEP: 73400 | > loss_disc: 2.2127089500427246 (2.2071181813652565) | > loss_disc_real_0: 0.10311592370271683 (0.13749404377147037) | > loss_disc_real_1: 0.20066358149051666 (0.19583790175867885) | > loss_disc_real_2: 0.22021327912807465 (0.1930235076298038) | > loss_disc_real_3: 0.2105882316827774 (0.1990504384543118) | > loss_disc_real_4: 0.16681726276874542 (0.1983744804904366) | > loss_disc_real_5: 0.2447626292705536 (0.20114924471950948) | > loss_0: 2.2127089500427246 (2.2071181813652565) | > grad_norm_0: tensor(50.5224, device='cuda:0') (tensor(30.1960, device='cuda:0')) | > loss_gen: 2.719351291656494 (2.7786778439296764) | > loss_kl: 1.84769606590271 (1.7902404555443967) | > loss_feat: 9.417924880981445 (8.412010845843339) | > loss_mel: 16.13595962524414 (14.060210252076052) | > loss_duration: 1.75137197971344 (1.7394523937045865) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.872303009033203 (28.78059174505513) | > grad_norm_1: tensor(495.8291, device='cuda:0') (tensor(781.9985, device='cuda:0')) | > current_lr_0: 0.0001990770782180657 | > current_lr_1: 0.0001990770782180657 | > step_time: 0.8123 (0.848992580778144) | > loader_time: 0.0109 (0.010625265622406857)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.137122869491577 (2.137122869491577) | > loss_disc_real_0: 0.14863018691539764 (0.14863018691539764) | > loss_disc_real_1: 0.205036923289299 (0.205036923289299) | > loss_disc_real_2: 0.19434575736522675 (0.19434575736522675) | > loss_disc_real_3: 0.17572778463363647 (0.17572778463363647) | > loss_disc_real_4: 0.2320815920829773 (0.2320815920829773) | > loss_disc_real_5: 0.22989052534103394 (0.22989052534103394) | > loss_0: 2.137122869491577 (2.137122869491577) | > loss_gen: 2.9776761531829834 (2.9776761531829834) | > loss_kl: 1.968147873878479 (1.968147873878479) | > loss_feat: 8.691617012023926 (8.691617012023926) | > loss_mel: 14.653382301330566 (14.653382301330566) | > loss_duration: 1.693852424621582 (1.693852424621582) | > loss_1: 29.984676361083984 (29.984676361083984)  --> STEP: 1 | > loss_disc: 2.1344170570373535 (2.1344170570373535) | > loss_disc_real_0: 0.15633486211299896 (0.15633486211299896) | > loss_disc_real_1: 0.1887526959180832 (0.1887526959180832) | > loss_disc_real_2: 0.20209993422031403 (0.20209993422031403) | > loss_disc_real_3: 0.1667427271604538 (0.1667427271604538) | > loss_disc_real_4: 0.22185076773166656 (0.22185076773166656) | > loss_disc_real_5: 0.2548849284648895 (0.2548849284648895) | > loss_0: 2.1344170570373535 (2.1344170570373535) | > loss_gen: 3.09916090965271 (3.09916090965271) | > loss_kl: 1.975716471672058 (1.975716471672058) | > loss_feat: 9.267982482910156 (9.267982482910156) | > loss_mel: 15.665409088134766 (15.665409088134766) | > loss_duration: 1.7839688062667847 (1.7839688062667847) | > loss_1: 31.792236328125 (31.792236328125)  --> STEP: 2 | > loss_disc: 2.1770105361938477 (2.1557137966156006) | > loss_disc_real_0: 0.15711694955825806 (0.1567259058356285) | > loss_disc_real_1: 0.20956307649612427 (0.19915788620710373) | > loss_disc_real_2: 0.1994335800409317 (0.20076675713062286) | > loss_disc_real_3: 0.17023901641368866 (0.16849087178707123) | > loss_disc_real_4: 0.20817899703979492 (0.21501488238573074) | > loss_disc_real_5: 0.23333905637264252 (0.24411199241876602) | > loss_0: 2.1770105361938477 (2.1557137966156006) | > loss_gen: 2.8466782569885254 (2.9729195833206177) | > loss_kl: 1.9295475482940674 (1.9526320099830627) | > loss_feat: 7.969178676605225 (8.61858057975769) | > loss_mel: 14.652124404907227 (15.158766746520996) | > loss_duration: 1.8252229690551758 (1.8045958876609802) | > loss_1: 29.22275161743164 (30.50749397277832)  --> STEP: 3 | > loss_disc: 2.1910667419433594 (2.1674981117248535) | > loss_disc_real_0: 0.1503092348575592 (0.1545870155096054) | > loss_disc_real_1: 0.21297700703144073 (0.20376425981521606) | > loss_disc_real_2: 0.19761265814304352 (0.19971539080142975) | > loss_disc_real_3: 0.1901094913482666 (0.1756970783074697) | > loss_disc_real_4: 0.23050643503665924 (0.22017873326937357) | > loss_disc_real_5: 0.23235654830932617 (0.24019351104895273) | > loss_0: 2.1910667419433594 (2.1674981117248535) | > loss_gen: 2.8708760738372803 (2.9389050801595054) | > loss_kl: 2.043135404586792 (1.982799808184306) | > loss_feat: 8.336682319641113 (8.524614493052164) | > loss_mel: 14.984469413757324 (15.100667635599772) | > loss_duration: 1.800230622291565 (1.8031407992045085) | > loss_1: 30.0353946685791 (30.350127538045246)  --> STEP: 4 | > loss_disc: 2.1089084148406982 (2.1528506875038147) | > loss_disc_real_0: 0.1610092669725418 (0.1561925783753395) | > loss_disc_real_1: 0.20069073140621185 (0.202995877712965) | > loss_disc_real_2: 0.2116824835538864 (0.20270716398954391) | > loss_disc_real_3: 0.16644467413425446 (0.17338397726416588) | > loss_disc_real_4: 0.20230349898338318 (0.21570992469787598) | > loss_disc_real_5: 0.23748980462551117 (0.23951758444309235) | > loss_0: 2.1089084148406982 (2.1528506875038147) | > loss_gen: 3.0695652961730957 (2.971570134162903) | > loss_kl: 1.8709793090820312 (1.9548446834087372) | > loss_feat: 9.481348037719727 (8.763797879219055) | > loss_mel: 15.701396942138672 (15.250849962234497) | > loss_duration: 1.7287226915359497 (1.7845362722873688) | > loss_1: 31.852012634277344 (30.72559881210327) --> EVAL PERFORMANCE | > avg_loader_time: 0.28228986263275146 (+9.417533874511719e-06) | > avg_loss_disc: 2.1528506875038147 (+0.08592292666435242) | > avg_loss_disc_real_0: 0.1561925783753395 (+0.03227722458541393) | > avg_loss_disc_real_1: 0.202995877712965 (+0.02163783833384514) | > avg_loss_disc_real_2: 0.20270716398954391 (+0.046969812363386154) | > avg_loss_disc_real_3: 0.17338397726416588 (-0.012519355863332748) | > avg_loss_disc_real_4: 0.21570992469787598 (+0.014787055552005768) | > avg_loss_disc_real_5: 0.23951758444309235 (+0.03090893104672432) | > avg_loss_0: 2.1528506875038147 (+0.08592292666435242) | > avg_loss_gen: 2.971570134162903 (+0.22411704063415527) | > avg_loss_kl: 1.9548446834087372 (+0.07897862792015076) | > avg_loss_feat: 8.763797879219055 (-0.3868519067764282) | > avg_loss_mel: 15.250849962234497 (-0.48583078384399414) | > avg_loss_duration: 1.7845362722873688 (+0.0039528608322143555) | > avg_loss_1: 30.72559881210327 (-0.5656347274780273)  > EPOCH: 38/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 20:10:25)   --> TIME: 2025-05-08 20:10:59 -- STEP: 37/725 -- GLOBAL_STEP: 73450 | > loss_disc: 2.2827200889587402 (2.1928782591948637) | > loss_disc_real_0: 0.13740770518779755 (0.11960431127934842) | > loss_disc_real_1: 0.2190197855234146 (0.19850369764340892) | > loss_disc_real_2: 0.19939737021923065 (0.191729290259851) | > loss_disc_real_3: 0.20623452961444855 (0.20004284059679187) | > loss_disc_real_4: 0.1849101334810257 (0.19664086562556188) | > loss_disc_real_5: 0.1880178153514862 (0.2028187348230465) | > loss_0: 2.2827200889587402 (2.1928782591948637) | > grad_norm_0: tensor(22.6670, device='cuda:0') (tensor(32.3819, device='cuda:0')) | > loss_gen: 2.6587276458740234 (2.8579029714739) | > loss_kl: 1.878907322883606 (1.8603925318331331) | > loss_feat: 7.914870738983154 (8.603758077363711) | > loss_mel: 12.521079063415527 (14.090959445850268) | > loss_duration: 1.737868309020996 (1.7332167303239978) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.71145248413086 (29.14622971818254) | > grad_norm_1: tensor(662.9461, device='cuda:0') (tensor(655.8334, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8528 (0.8492631203419453) | > loader_time: 0.0111 (0.010152024191779062)  --> TIME: 2025-05-08 20:11:42 -- STEP: 87/725 -- GLOBAL_STEP: 73500 | > loss_disc: 2.2799525260925293 (2.191720114357169) | > loss_disc_real_0: 0.10014232248067856 (0.12385853482731457) | > loss_disc_real_1: 0.19492478668689728 (0.1976046646120905) | > loss_disc_real_2: 0.20136789977550507 (0.19230098816855196) | > loss_disc_real_3: 0.21093522012233734 (0.19983086366763061) | > loss_disc_real_4: 0.20807579159736633 (0.1979375490169416) | > loss_disc_real_5: 0.23530487716197968 (0.20252192517121634) | > loss_0: 2.2799525260925293 (2.191720114357169) | > grad_norm_0: tensor(41.4908, device='cuda:0') (tensor(32.8240, device='cuda:0')) | > loss_gen: 2.6039891242980957 (2.824317515581504) | > loss_kl: 1.8636953830718994 (1.8292639365141419) | > loss_feat: 7.521440505981445 (8.472325708674292) | > loss_mel: 13.204099655151367 (13.9529660542806) | > loss_duration: 1.7142630815505981 (1.7391237047896988) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.907487869262695 (28.817996825294934) | > grad_norm_1: tensor(947.4648, device='cuda:0') (tensor(713.6329, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8178 (0.8495798028748611) | > loader_time: 0.0102 (0.010196496700418412)  --> TIME: 2025-05-08 20:12:25 -- STEP: 137/725 -- GLOBAL_STEP: 73550 | > loss_disc: 2.1010100841522217 (2.189878092194995) | > loss_disc_real_0: 0.13036632537841797 (0.12669192537339063) | > loss_disc_real_1: 0.1868828535079956 (0.1971904460313547) | > loss_disc_real_2: 0.17631645500659943 (0.1914405314809214) | > loss_disc_real_3: 0.18339064717292786 (0.19904089430822944) | > loss_disc_real_4: 0.16075612604618073 (0.19702263763786232) | > loss_disc_real_5: 0.21428129076957703 (0.20189958419242915) | > loss_0: 2.1010100841522217 (2.189878092194995) | > grad_norm_0: tensor(29.3897, device='cuda:0') (tensor(33.0249, device='cuda:0')) | > loss_gen: 2.844052791595459 (2.815429334222835) | > loss_kl: 2.0145275592803955 (1.819944551391323) | > loss_feat: 9.369966506958008 (8.497740028548417) | > loss_mel: 14.2631254196167 (13.987886686394685) | > loss_duration: 1.7463983297348022 (1.7406794668114098) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.23807144165039 (28.86167998209487) | > grad_norm_1: tensor(1026.8578, device='cuda:0') (tensor(790.3936, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8048 (0.8469707026098766) | > loader_time: 0.0093 (0.01032034672089737)  --> TIME: 2025-05-08 20:13:09 -- STEP: 187/725 -- GLOBAL_STEP: 73600 | > loss_disc: 2.0803444385528564 (2.1998403830961744) | > loss_disc_real_0: 0.08435580879449844 (0.129054292518506) | > loss_disc_real_1: 0.23076440393924713 (0.19731805222557192) | > loss_disc_real_2: 0.18118035793304443 (0.19227534349270684) | > loss_disc_real_3: 0.1788191944360733 (0.19916427231089953) | > loss_disc_real_4: 0.18878516554832458 (0.19819442162857978) | > loss_disc_real_5: 0.20410077273845673 (0.20215348166259214) | > loss_0: 2.0803444385528564 (2.1998403830961744) | > grad_norm_0: tensor(32.5905, device='cuda:0') (tensor(33.3605, device='cuda:0')) | > loss_gen: 3.080592393875122 (2.800396049723907) | > loss_kl: 1.6768511533737183 (1.804083580639273) | > loss_feat: 9.990031242370605 (8.424301078612789) | > loss_mel: 16.4588680267334 (13.944251550072655) | > loss_duration: 1.7602243423461914 (1.7415185312536312) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.96656799316406 (28.71455073229132) | > grad_norm_1: tensor(1384.9082, device='cuda:0') (tensor(813.0991, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8664 (0.8507851661845325) | > loader_time: 0.0115 (0.010374936190518467)  --> TIME: 2025-05-08 20:13:52 -- STEP: 237/725 -- GLOBAL_STEP: 73650 | > loss_disc: 2.1443846225738525 (2.203593395933319) | > loss_disc_real_0: 0.14560915529727936 (0.13081866333001765) | > loss_disc_real_1: 0.18355143070220947 (0.19720087555641866) | > loss_disc_real_2: 0.19911549985408783 (0.19218798157786518) | > loss_disc_real_3: 0.19810232520103455 (0.19926540239199306) | > loss_disc_real_4: 0.16536660492420197 (0.19866478675779917) | > loss_disc_real_5: 0.21071934700012207 (0.20219148487984379) | > loss_0: 2.1443846225738525 (2.203593395933319) | > grad_norm_0: tensor(40.0597, device='cuda:0') (tensor(34.0199, device='cuda:0')) | > loss_gen: 2.9890291690826416 (2.7916032392767423) | > loss_kl: 2.0237152576446533 (1.8044548899815556) | > loss_feat: 8.411514282226562 (8.375146010757) | > loss_mel: 14.132204055786133 (13.91881961661552) | > loss_duration: 1.7376213073730469 (1.7407264573664605) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.294082641601562 (28.63075014106332) | > grad_norm_1: tensor(946.4210, device='cuda:0') (tensor(822.4440, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8131 (0.8508462201693893) | > loader_time: 0.0115 (0.010367420655262622)  --> TIME: 2025-05-08 20:14:35 -- STEP: 287/725 -- GLOBAL_STEP: 73700 | > loss_disc: 2.1082725524902344 (2.201271195029546) | > loss_disc_real_0: 0.0904674306511879 (0.13201531767845143) | > loss_disc_real_1: 0.18846000730991364 (0.19651454988256975) | > loss_disc_real_2: 0.1711450219154358 (0.19215229948015575) | > loss_disc_real_3: 0.22801533341407776 (0.1989731969837528) | > loss_disc_real_4: 0.19048044085502625 (0.1982648946370813) | > loss_disc_real_5: 0.17935112118721008 (0.20207901605330272) | > loss_0: 2.1082725524902344 (2.201271195029546) | > grad_norm_0: tensor(15.6758, device='cuda:0') (tensor(34.6371, device='cuda:0')) | > loss_gen: 2.880401611328125 (2.792531621580755) | > loss_kl: 1.6963423490524292 (1.8023919922134186) | > loss_feat: 8.386375427246094 (8.399082743747732) | > loss_mel: 14.138835906982422 (13.939315975335417) | > loss_duration: 1.7565374374389648 (1.7410748495042119) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.85849380493164 (28.674397113015843) | > grad_norm_1: tensor(829.3831, device='cuda:0') (tensor(852.8238, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8149 (0.8490234310203313) | > loader_time: 0.01 (0.010401204072639919)  --> TIME: 2025-05-08 20:15:18 -- STEP: 337/725 -- GLOBAL_STEP: 73750 | > loss_disc: 2.056152582168579 (2.2039143561609427) | > loss_disc_real_0: 0.07945186644792557 (0.13379234404963622) | > loss_disc_real_1: 0.19149723649024963 (0.19681701002205865) | > loss_disc_real_2: 0.15228068828582764 (0.1923369783410686) | > loss_disc_real_3: 0.2023567110300064 (0.19870315306441363) | > loss_disc_real_4: 0.1801164746284485 (0.19810650035606295) | > loss_disc_real_5: 0.21927687525749207 (0.20165479479451554) | > loss_0: 2.056152582168579 (2.2039143561609427) | > grad_norm_0: tensor(52.2117, device='cuda:0') (tensor(34.8209, device='cuda:0')) | > loss_gen: 2.9474875926971436 (2.793533210584601) | > loss_kl: 1.8650388717651367 (1.798866794441857) | > loss_feat: 9.628814697265625 (8.411594368230002) | > loss_mel: 16.491748809814453 (13.95749918431132) | > loss_duration: 1.7120718955993652 (1.7396489703690616) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.64516067504883 (28.70114245542079) | > grad_norm_1: tensor(1288.9092, device='cuda:0') (tensor(839.1097, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8585 (0.8484200051701033) | > loader_time: 0.0108 (0.010414869212255285)  --> TIME: 2025-05-08 20:16:01 -- STEP: 387/725 -- GLOBAL_STEP: 73800 | > loss_disc: 2.0998921394348145 (2.2063003827743137) | > loss_disc_real_0: 0.10498818755149841 (0.1335474188591157) | > loss_disc_real_1: 0.2105681151151657 (0.19679521682650541) | > loss_disc_real_2: 0.20205529034137726 (0.19255644056070062) | > loss_disc_real_3: 0.21581661701202393 (0.19911389718992145) | > loss_disc_real_4: 0.1999049037694931 (0.19854122542749697) | > loss_disc_real_5: 0.19481757283210754 (0.20181939225326206) | > loss_0: 2.0998921394348145 (2.2063003827743137) | > grad_norm_0: tensor(66.8755, device='cuda:0') (tensor(34.5080, device='cuda:0')) | > loss_gen: 2.974083423614502 (2.7879861399184813) | > loss_kl: 1.777223825454712 (1.7956629668095314) | > loss_feat: 9.423583984375 (8.386930807000294) | > loss_mel: 15.083407402038574 (13.94908824201086) | > loss_duration: 1.8044054508209229 (1.738225647337369) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.062702178955078 (28.657893784594474) | > grad_norm_1: tensor(1390.7141, device='cuda:0') (tensor(846.6056, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8514 (0.8480209084444268) | > loader_time: 0.0105 (0.010392169311681156)  --> TIME: 2025-05-08 20:16:44 -- STEP: 437/725 -- GLOBAL_STEP: 73850 | > loss_disc: 2.0408499240875244 (2.2046249308356987) | > loss_disc_real_0: 0.10193590074777603 (0.1331352983820901) | > loss_disc_real_1: 0.1706046760082245 (0.19654702144574787) | > loss_disc_real_2: 0.1919097751379013 (0.1924034283076598) | > loss_disc_real_3: 0.21778395771980286 (0.19912391890786602) | > loss_disc_real_4: 0.20656709372997284 (0.19849946938062968) | > loss_disc_real_5: 0.20562677085399628 (0.2017868774979283) | > loss_0: 2.0408499240875244 (2.2046249308356987) | > grad_norm_0: tensor(24.9879, device='cuda:0') (tensor(34.1971, device='cuda:0')) | > loss_gen: 3.132570743560791 (2.7892884668005404) | > loss_kl: 1.7902798652648926 (1.7943572556126854) | > loss_feat: 9.288178443908691 (8.396627911713912) | > loss_mel: 15.278034210205078 (13.944340705871582) | > loss_duration: 1.6959335803985596 (1.736656205605042) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.18499755859375 (28.66127056060721) | > grad_norm_1: tensor(1083.9729, device='cuda:0') (tensor(848.3856, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8917 (0.8472446658791339) | > loader_time: 0.0094 (0.010364367159880549)  --> TIME: 2025-05-08 20:17:27 -- STEP: 487/725 -- GLOBAL_STEP: 73900 | > loss_disc: 2.211246967315674 (2.203352513988896) | > loss_disc_real_0: 0.1318226158618927 (0.13318258266153998) | > loss_disc_real_1: 0.20528574287891388 (0.19668948142435513) | > loss_disc_real_2: 0.20034292340278625 (0.19258561513139968) | > loss_disc_real_3: 0.19330787658691406 (0.19895793699508327) | > loss_disc_real_4: 0.1826918125152588 (0.19832910031263834) | > loss_disc_real_5: 0.1977931708097458 (0.20148315949239273) | > loss_0: 2.211246967315674 (2.203352513988896) | > grad_norm_0: tensor(28.5018, device='cuda:0') (tensor(34.6474, device='cuda:0')) | > loss_gen: 2.5863475799560547 (2.7888667656900448) | > loss_kl: 1.7115284204483032 (1.7917027030392594) | > loss_feat: 7.564052104949951 (8.395607877805743) | > loss_mel: 13.336129188537598 (13.946541743112052) | > loss_duration: 1.7176871299743652 (1.7365023375047062) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.91574478149414 (28.65922141809483) | > grad_norm_1: tensor(753.0133, device='cuda:0') (tensor(855.5116, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8013 (0.8471409711504864) | > loader_time: 0.0094 (0.010366327219185647)  --> TIME: 2025-05-08 20:18:10 -- STEP: 537/725 -- GLOBAL_STEP: 73950 | > loss_disc: 2.3591036796569824 (2.205402891951124) | > loss_disc_real_0: 0.11397447437047958 (0.13327820821764072) | > loss_disc_real_1: 0.21894550323486328 (0.1965568406954824) | > loss_disc_real_2: 0.17806324362754822 (0.19273843062656548) | > loss_disc_real_3: 0.17770013213157654 (0.19933129416941708) | > loss_disc_real_4: 0.19047707319259644 (0.1983966698637666) | > loss_disc_real_5: 0.2155340313911438 (0.20170808468340043) | > loss_0: 2.3591036796569824 (2.205402891951124) | > grad_norm_0: tensor(16.1690, device='cuda:0') (tensor(34.5834, device='cuda:0')) | > loss_gen: 2.4748921394348145 (2.786283766535185) | > loss_kl: 1.726817011833191 (1.7905482220250133) | > loss_feat: 8.031027793884277 (8.385689047239794) | > loss_mel: 14.387237548828125 (13.947033873261464) | > loss_duration: 1.7374820709228516 (1.7357266499787516) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.35745620727539 (28.645281551936485) | > grad_norm_1: tensor(576.9358, device='cuda:0') (tensor(850.0920, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8463 (0.8479787708438753) | > loader_time: 0.0094 (0.010366749719090526)  --> TIME: 2025-05-08 20:18:53 -- STEP: 587/725 -- GLOBAL_STEP: 74000 | > loss_disc: 2.1444485187530518 (2.2053493807628586) | > loss_disc_real_0: 0.16459926962852478 (0.1339591347138052) | > loss_disc_real_1: 0.20870651304721832 (0.19647069701851946) | > loss_disc_real_2: 0.1588301807641983 (0.19260532062443597) | > loss_disc_real_3: 0.19419391453266144 (0.19923718847347072) | > loss_disc_real_4: 0.1871156096458435 (0.1986041764333666) | > loss_disc_real_5: 0.20110395550727844 (0.20146819309440947) | > loss_0: 2.1444485187530518 (2.2053493807628586) | > grad_norm_0: tensor(30.0546, device='cuda:0') (tensor(34.9322, device='cuda:0')) | > loss_gen: 2.9060511589050293 (2.788172999679332) | > loss_kl: 1.7152751684188843 (1.7909585909705341) | > loss_feat: 9.251842498779297 (8.4010996916022) | > loss_mel: 15.190485954284668 (13.971094009620371) | > loss_duration: 1.7170649766921997 (1.734890750157163) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.78072166442871 (28.686216052183706) | > grad_norm_1: tensor(1071.8560, device='cuda:0') (tensor(846.6862, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.879 (0.8482033312828418) | > loader_time: 0.0099 (0.010368441398139715) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_74000.pth  --> TIME: 2025-05-08 20:19:39 -- STEP: 637/725 -- GLOBAL_STEP: 74050 | > loss_disc: 2.2498443126678467 (2.2057637595681254) | > loss_disc_real_0: 0.15462270379066467 (0.13404271527656927) | > loss_disc_real_1: 0.20820273458957672 (0.19653443042393573) | > loss_disc_real_2: 0.20034001767635345 (0.19256107979329834) | > loss_disc_real_3: 0.18175622820854187 (0.1994036103670414) | > loss_disc_real_4: 0.18300598859786987 (0.19848639032623652) | > loss_disc_real_5: 0.24636121094226837 (0.20176208435646964) | > loss_0: 2.2498443126678467 (2.2057637595681254) | > grad_norm_0: tensor(43.1205, device='cuda:0') (tensor(34.4075, device='cuda:0')) | > loss_gen: 2.7404544353485107 (2.7853825522741675) | > loss_kl: 1.7441205978393555 (1.7907319845546912) | > loss_feat: 7.354262351989746 (8.404319338746125) | > loss_mel: 13.191261291503906 (13.991131170203962) | > loss_duration: 1.7059030532836914 (1.7341066471635826) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.736000061035156 (28.70567168470829) | > grad_norm_1: tensor(811.9362, device='cuda:0') (tensor(847.6730, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8525 (0.8480584333231163) | > loader_time: 0.0108 (0.010370896038492587)  --> TIME: 2025-05-08 20:20:22 -- STEP: 687/725 -- GLOBAL_STEP: 74100 | > loss_disc: 2.2357585430145264 (2.2060071635975094) | > loss_disc_real_0: 0.13466426730155945 (0.13392215237845656) | > loss_disc_real_1: 0.20772336423397064 (0.19645904475250967) | > loss_disc_real_2: 0.19759875535964966 (0.19279423729127507) | > loss_disc_real_3: 0.18552418053150177 (0.19953881444889393) | > loss_disc_real_4: 0.18885542452335358 (0.19867455521178218) | > loss_disc_real_5: 0.2111399620771408 (0.20156783173525) | > loss_0: 2.2357585430145264 (2.2060071635975094) | > grad_norm_0: tensor(16.6073, device='cuda:0') (tensor(34.5216, device='cuda:0')) | > loss_gen: 2.59253191947937 (2.785673766156991) | > loss_kl: 1.7453581094741821 (1.7918526331583653) | > loss_feat: 7.477950096130371 (8.397887877501772) | > loss_mel: 12.872774124145508 (13.985839895112376) | > loss_duration: 1.7377420663833618 (1.7336665183696163) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.426355361938477 (28.69492068561404) | > grad_norm_1: tensor(869.3804, device='cuda:0') (tensor(847.9628, device='cuda:0')) | > current_lr_0: 0.00019905219358328844 | > current_lr_1: 0.00019905219358328844 | > step_time: 0.8882 (0.8476178059584885) | > loader_time: 0.0099 (0.010364564745707289)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.394655704498291 (2.394655704498291) | > loss_disc_real_0: 0.08739105612039566 (0.08739105612039566) | > loss_disc_real_1: 0.17681893706321716 (0.17681893706321716) | > loss_disc_real_2: 0.27745556831359863 (0.27745556831359863) | > loss_disc_real_3: 0.24587097764015198 (0.24587097764015198) | > loss_disc_real_4: 0.18259312212467194 (0.18259312212467194) | > loss_disc_real_5: 0.229639932513237 (0.229639932513237) | > loss_0: 2.394655704498291 (2.394655704498291) | > loss_gen: 2.3803160190582275 (2.3803160190582275) | > loss_kl: 2.1727848052978516 (2.1727848052978516) | > loss_feat: 7.522958755493164 (7.522958755493164) | > loss_mel: 14.011747360229492 (14.011747360229492) | > loss_duration: 1.6927974224090576 (1.6927974224090576) | > loss_1: 27.780603408813477 (27.780603408813477)  --> STEP: 1 | > loss_disc: 2.386630058288574 (2.386630058288574) | > loss_disc_real_0: 0.07824316620826721 (0.07824316620826721) | > loss_disc_real_1: 0.17299896478652954 (0.17299896478652954) | > loss_disc_real_2: 0.2902132570743561 (0.2902132570743561) | > loss_disc_real_3: 0.23398786783218384 (0.23398786783218384) | > loss_disc_real_4: 0.1921251118183136 (0.1921251118183136) | > loss_disc_real_5: 0.19817224144935608 (0.19817224144935608) | > loss_0: 2.386630058288574 (2.386630058288574) | > loss_gen: 2.4090006351470947 (2.4090006351470947) | > loss_kl: 1.8667551279067993 (1.8667551279067993) | > loss_feat: 8.297457695007324 (8.297457695007324) | > loss_mel: 14.327187538146973 (14.327187538146973) | > loss_duration: 1.776511788368225 (1.776511788368225) | > loss_1: 28.67691421508789 (28.67691421508789)  --> STEP: 2 | > loss_disc: 2.3886373043060303 (2.3876336812973022) | > loss_disc_real_0: 0.09305424988269806 (0.08564870804548264) | > loss_disc_real_1: 0.17869426310062408 (0.1758466139435768) | > loss_disc_real_2: 0.27518773078918457 (0.2827004939317703) | > loss_disc_real_3: 0.20986591279506683 (0.22192689031362534) | > loss_disc_real_4: 0.1923709511756897 (0.19224803149700165) | > loss_disc_real_5: 0.2177426517009735 (0.2079574465751648) | > loss_0: 2.3886373043060303 (2.3876336812973022) | > loss_gen: 2.2978289127349854 (2.35341477394104) | > loss_kl: 1.9340919256210327 (1.900423526763916) | > loss_feat: 7.657799243927002 (7.977628469467163) | > loss_mel: 13.583984375 (13.955585956573486) | > loss_duration: 1.827233910560608 (1.8018728494644165) | > loss_1: 27.300939559936523 (27.988926887512207)  --> STEP: 3 | > loss_disc: 2.253655195236206 (2.3429741859436035) | > loss_disc_real_0: 0.07643848657608032 (0.08257863422234853) | > loss_disc_real_1: 0.17558753490447998 (0.17576025426387787) | > loss_disc_real_2: 0.27634382247924805 (0.28058160344759625) | > loss_disc_real_3: 0.22161881625652313 (0.22182419896125793) | > loss_disc_real_4: 0.1914881318807602 (0.19199473162492117) | > loss_disc_real_5: 0.1792430728673935 (0.19838598867257437) | > loss_0: 2.253655195236206 (2.3429741859436035) | > loss_gen: 2.5994250774383545 (2.435418208440145) | > loss_kl: 2.0444207191467285 (1.9484225908915203) | > loss_feat: 9.391389846801758 (8.448882261912027) | > loss_mel: 14.896230697631836 (14.269134203592936) | > loss_duration: 1.813942790031433 (1.8058961629867554) | > loss_1: 30.745407104492188 (28.907753626505535)  --> STEP: 4 | > loss_disc: 2.364386558532715 (2.3483272790908813) | > loss_disc_real_0: 0.06633289158344269 (0.07851719856262207) | > loss_disc_real_1: 0.18193663656711578 (0.17730434983968735) | > loss_disc_real_2: 0.308794230222702 (0.2876347601413727) | > loss_disc_real_3: 0.2160177379846573 (0.22037258371710777) | > loss_disc_real_4: 0.20896801352500916 (0.19623805209994316) | > loss_disc_real_5: 0.22747814655303955 (0.20565902814269066) | > loss_0: 2.364386558532715 (2.3483272790908813) | > loss_gen: 2.527158260345459 (2.4583532214164734) | > loss_kl: 1.9928276538848877 (1.959523856639862) | > loss_feat: 8.131070137023926 (8.369429230690002) | > loss_mel: 14.752284049987793 (14.38992166519165) | > loss_duration: 1.7248893976211548 (1.7856444716453552) | > loss_1: 29.128231048583984 (28.962872982025146) --> EVAL PERFORMANCE | > avg_loader_time: 0.28965067863464355 (+0.00736081600189209) | > avg_loss_disc: 2.3483272790908813 (+0.19547659158706665) | > avg_loss_disc_real_0: 0.07851719856262207 (-0.07767537981271744) | > avg_loss_disc_real_1: 0.17730434983968735 (-0.025691527873277664) | > avg_loss_disc_real_2: 0.2876347601413727 (+0.08492759615182877) | > avg_loss_disc_real_3: 0.22037258371710777 (+0.046988606452941895) | > avg_loss_disc_real_4: 0.19623805209994316 (-0.019471872597932816) | > avg_loss_disc_real_5: 0.20565902814269066 (-0.03385855630040169) | > avg_loss_0: 2.3483272790908813 (+0.19547659158706665) | > avg_loss_gen: 2.4583532214164734 (-0.5132169127464294) | > avg_loss_kl: 1.959523856639862 (+0.004679173231124878) | > avg_loss_feat: 8.369429230690002 (-0.39436864852905273) | > avg_loss_mel: 14.38992166519165 (-0.8609282970428467) | > avg_loss_duration: 1.7856444716453552 (+0.0011081993579864502) | > avg_loss_1: 28.962872982025146 (-1.762725830078125)  > EPOCH: 39/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 20:21:01)   --> TIME: 2025-05-08 20:21:13 -- STEP: 12/725 -- GLOBAL_STEP: 74150 | > loss_disc: 2.134767532348633 (2.2225547234217324) | > loss_disc_real_0: 0.08105586469173431 (0.1316670421510935) | > loss_disc_real_1: 0.20517267286777496 (0.20002233857909837) | > loss_disc_real_2: 0.1890765279531479 (0.1921084076166153) | > loss_disc_real_3: 0.20162004232406616 (0.2040183531741301) | > loss_disc_real_4: 0.20253317058086395 (0.1982766861716906) | > loss_disc_real_5: 0.1604771763086319 (0.21627960726618767) | > loss_0: 2.134767532348633 (2.2225547234217324) | > grad_norm_0: tensor(50.2719, device='cuda:0') (tensor(39.8737, device='cuda:0')) | > loss_gen: 2.9333815574645996 (2.788789451122284) | > loss_kl: 1.8419549465179443 (1.791521539290746) | > loss_feat: 9.536935806274414 (8.262075225512188) | > loss_mel: 14.769991874694824 (13.8439781665802) | > loss_duration: 1.7654752731323242 (1.7387146453062694) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.847740173339844 (28.425078709920246) | > grad_norm_1: tensor(1079.7549, device='cuda:0') (tensor(683.4943, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8432 (0.8347839117050171) | > loader_time: 0.0096 (0.01002126932144165)  --> TIME: 2025-05-08 20:21:56 -- STEP: 62/725 -- GLOBAL_STEP: 74200 | > loss_disc: 2.3013968467712402 (2.1918662305801146) | > loss_disc_real_0: 0.09171334654092789 (0.13313144745845945) | > loss_disc_real_1: 0.19696681201457977 (0.19573263223132778) | > loss_disc_real_2: 0.1892067939043045 (0.18994749241298245) | > loss_disc_real_3: 0.2165936380624771 (0.19970984853083087) | > loss_disc_real_4: 0.21593329310417175 (0.1974952420400035) | > loss_disc_real_5: 0.18614520132541656 (0.20368375845493808) | > loss_0: 2.3013968467712402 (2.1918662305801146) | > grad_norm_0: tensor(17.8234, device='cuda:0') (tensor(32.4623, device='cuda:0')) | > loss_gen: 2.764247179031372 (2.788836952178709) | > loss_kl: 1.7417460680007935 (1.811185763728234) | > loss_feat: 7.5956501960754395 (8.429730561471748) | > loss_mel: 13.283814430236816 (13.971592380154517) | > loss_duration: 1.781285047531128 (1.7327899125314528) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.166744232177734 (28.73413550469183) | > grad_norm_1: tensor(810.7776, device='cuda:0') (tensor(743.3752, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8469 (0.8491582562846522) | > loader_time: 0.0099 (0.010194732296851373)  --> TIME: 2025-05-08 20:22:40 -- STEP: 112/725 -- GLOBAL_STEP: 74250 | > loss_disc: 2.234996795654297 (2.213437311351299) | > loss_disc_real_0: 0.153291255235672 (0.13810071335839375) | > loss_disc_real_1: 0.21017341315746307 (0.19748839722680192) | > loss_disc_real_2: 0.16868092119693756 (0.1931869126856327) | > loss_disc_real_3: 0.1955200731754303 (0.19920285791158676) | > loss_disc_real_4: 0.17512613534927368 (0.19790151582232543) | > loss_disc_real_5: 0.21562254428863525 (0.20366911683231592) | > loss_0: 2.234996795654297 (2.213437311351299) | > grad_norm_0: tensor(36.2414, device='cuda:0') (tensor(33.2022, device='cuda:0')) | > loss_gen: 2.8038997650146484 (2.7887620074408397) | > loss_kl: 1.8027201890945435 (1.7953258476087026) | > loss_feat: 8.610770225524902 (8.406143827097752) | > loss_mel: 15.2677583694458 (14.148208481924874) | > loss_duration: 1.7407761812210083 (1.7365699442369598) | > amp_scaler: 128.0 (153.14285714285714) | > loss_1: 30.225923538208008 (28.875010081699916) | > grad_norm_1: tensor(1020.3301, device='cuda:0') (tensor(758.3293, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8326 (0.853234337908881) | > loader_time: 0.0103 (0.010206435407911026)  --> TIME: 2025-05-08 20:23:23 -- STEP: 162/725 -- GLOBAL_STEP: 74300 | > loss_disc: 2.2946624755859375 (2.2192423542340585) | > loss_disc_real_0: 0.19243411719799042 (0.14028323202589413) | > loss_disc_real_1: 0.2023860216140747 (0.19716861393348667) | > loss_disc_real_2: 0.17869533598423004 (0.19295998432754) | > loss_disc_real_3: 0.19848449528217316 (0.19950688014059892) | > loss_disc_real_4: 0.21402660012245178 (0.198577424718274) | > loss_disc_real_5: 0.1927158683538437 (0.20478399484245866) | > loss_0: 2.2946624755859375 (2.2192423542340585) | > grad_norm_0: tensor(66.5272, device='cuda:0') (tensor(32.2406, device='cuda:0')) | > loss_gen: 2.6192383766174316 (2.762445080427476) | > loss_kl: 1.9107657670974731 (1.7928138353206493) | > loss_feat: 7.238681316375732 (8.305964899651793) | > loss_mel: 11.881125450134277 (13.999019216608119) | > loss_duration: 1.6933542490005493 (1.7378568362306666) | > amp_scaler: 128.0 (145.38271604938268) | > loss_1: 25.343164443969727 (28.598099885163485) | > grad_norm_1: tensor(947.9629, device='cuda:0') (tensor(790.0267, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8266 (0.8504283310454569) | > loader_time: 0.0103 (0.010260274380813412)  --> TIME: 2025-05-08 20:24:06 -- STEP: 212/725 -- GLOBAL_STEP: 74350 | > loss_disc: 2.207063913345337 (2.218045667095004) | > loss_disc_real_0: 0.15480412542819977 (0.140516672845719) | > loss_disc_real_1: 0.19891703128814697 (0.19697060105654426) | > loss_disc_real_2: 0.19262263178825378 (0.19280630624238052) | > loss_disc_real_3: 0.1930997520685196 (0.19952549152779128) | > loss_disc_real_4: 0.23987945914268494 (0.19821305024736333) | > loss_disc_real_5: 0.21643012762069702 (0.20451168603492234) | > loss_0: 2.207063913345337 (2.218045667095004) | > grad_norm_0: tensor(21.7058, device='cuda:0') (tensor(33.4843, device='cuda:0')) | > loss_gen: 2.876296043395996 (2.7694458849025234) | > loss_kl: 1.8165310621261597 (1.78448109131939) | > loss_feat: 8.386409759521484 (8.323817417306708) | > loss_mel: 13.877737045288086 (13.977511477920244) | > loss_duration: 1.7275192737579346 (1.7370917105449821) | > amp_scaler: 128.0 (141.28301886792454) | > loss_1: 28.684494018554688 (28.592347630914652) | > grad_norm_1: tensor(569.4368, device='cuda:0') (tensor(788.7279, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8439 (0.8504916744412117) | > loader_time: 0.0102 (0.010171672083296866)  --> TIME: 2025-05-08 20:24:49 -- STEP: 262/725 -- GLOBAL_STEP: 74400 | > loss_disc: 2.1388988494873047 (2.2136034296669114) | > loss_disc_real_0: 0.11271575838327408 (0.1381530718209634) | > loss_disc_real_1: 0.20127271115779877 (0.19685535582194796) | > loss_disc_real_2: 0.19409459829330444 (0.1926078395989105) | > loss_disc_real_3: 0.2006373256444931 (0.19979614684827454) | > loss_disc_real_4: 0.2156977653503418 (0.19820790345432193) | > loss_disc_real_5: 0.19254571199417114 (0.20362224901905496) | > loss_0: 2.1388988494873047 (2.2136034296669114) | > grad_norm_0: tensor(22.7583, device='cuda:0') (tensor(32.3116, device='cuda:0')) | > loss_gen: 2.8427045345306396 (2.772284110083836) | > loss_kl: 1.8376513719558716 (1.778225903747646) | > loss_feat: 8.75340461730957 (8.374813300052669) | > loss_mel: 14.915098190307617 (14.003855028225265) | > loss_duration: 1.7054859399795532 (1.7376979098065208) | > amp_scaler: 128.0 (138.7480916030535) | > loss_1: 30.054344177246094 (28.666876268750837) | > grad_norm_1: tensor(1285.7587, device='cuda:0') (tensor(794.0560, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8892 (0.8497196017330839) | > loader_time: 0.0122 (0.010212207568510798)  --> TIME: 2025-05-08 20:25:32 -- STEP: 312/725 -- GLOBAL_STEP: 74450 | > loss_disc: 2.001417875289917 (2.2065399438142785) | > loss_disc_real_0: 0.07388196885585785 (0.13585317891855261) | > loss_disc_real_1: 0.1931406408548355 (0.19644757169179428) | > loss_disc_real_2: 0.16476595401763916 (0.19240126510461172) | > loss_disc_real_3: 0.18667152523994446 (0.19994822789270142) | > loss_disc_real_4: 0.17260156571865082 (0.1978135911795573) | > loss_disc_real_5: 0.17249555885791779 (0.20245301623183945) | > loss_0: 2.001417875289917 (2.2065399438142785) | > grad_norm_0: tensor(10.9715, device='cuda:0') (tensor(31.9498, device='cuda:0')) | > loss_gen: 2.910903215408325 (2.7834818523663762) | > loss_kl: 1.9336726665496826 (1.7739459341153128) | > loss_feat: 9.123580932617188 (8.39467054911149) | > loss_mel: 14.363324165344238 (13.978062724455809) | > loss_duration: 1.734971046447754 (1.7376196800898283) | > amp_scaler: 128.0 (137.0256410256411) | > loss_1: 30.066452026367188 (28.667780778346916) | > grad_norm_1: tensor(570.4557, device='cuda:0') (tensor(773.0713, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8373 (0.8501084515681634) | > loader_time: 0.0098 (0.010236948728561398)  --> TIME: 2025-05-08 20:26:16 -- STEP: 362/725 -- GLOBAL_STEP: 74500 | > loss_disc: 2.120772361755371 (2.2078313350018863) | > loss_disc_real_0: 0.1140548512339592 (0.13650919951868973) | > loss_disc_real_1: 0.2001287341117859 (0.19656403704407466) | > loss_disc_real_2: 0.21079090237617493 (0.19196549288475712) | > loss_disc_real_3: 0.20381750166416168 (0.19992565651789554) | > loss_disc_real_4: 0.19618679583072662 (0.19794695857315434) | > loss_disc_real_5: 0.1989848017692566 (0.2027905554978887) | > loss_0: 2.120772361755371 (2.2078313350018863) | > grad_norm_0: tensor(34.0448, device='cuda:0') (tensor(31.0750, device='cuda:0')) | > loss_gen: 3.02364444732666 (2.7771651369432053) | > loss_kl: 1.7935715913772583 (1.7747403231773593) | > loss_feat: 9.306092262268066 (8.383196166865735) | > loss_mel: 16.027101516723633 (13.962008133777598) | > loss_duration: 1.7006791830062866 (1.7375145972762978) | > amp_scaler: 128.0 (135.77900552486193) | > loss_1: 31.851089477539062 (28.634624370553876) | > grad_norm_1: tensor(822.6494, device='cuda:0') (tensor(764.1475, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8357 (0.8515651990036938) | > loader_time: 0.0098 (0.010232466360482062)  --> TIME: 2025-05-08 20:27:00 -- STEP: 412/725 -- GLOBAL_STEP: 74550 | > loss_disc: 2.1738405227661133 (2.2103105138227757) | > loss_disc_real_0: 0.1476355940103531 (0.13733006257889327) | > loss_disc_real_1: 0.19352076947689056 (0.196960917411788) | > loss_disc_real_2: 0.22380812466144562 (0.19212522498756937) | > loss_disc_real_3: 0.19642630219459534 (0.20024450676678454) | > loss_disc_real_4: 0.18335945904254913 (0.1978753552708811) | > loss_disc_real_5: 0.1846335083246231 (0.20282151799612833) | > loss_0: 2.1738405227661133 (2.2103105138227757) | > grad_norm_0: tensor(13.8917, device='cuda:0') (tensor(31.1201, device='cuda:0')) | > loss_gen: 2.743459463119507 (2.7727346107797715) | > loss_kl: 1.7811732292175293 (1.779050258178156) | > loss_feat: 8.905638694763184 (8.382989515378632) | > loss_mel: 13.252182960510254 (13.972636799210484) | > loss_duration: 1.7362643480300903 (1.7384342603313112) | > amp_scaler: 128.0 (134.83495145631068) | > loss_1: 28.418720245361328 (28.645845445614416) | > grad_norm_1: tensor(665.0125, device='cuda:0') (tensor(763.7836, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8795 (0.8516485176040131) | > loader_time: 0.0107 (0.01019999008734249)  --> TIME: 2025-05-08 20:27:43 -- STEP: 462/725 -- GLOBAL_STEP: 74600 | > loss_disc: 2.2482924461364746 (2.213429360936729) | > loss_disc_real_0: 0.14861509203910828 (0.13746210302173825) | > loss_disc_real_1: 0.17067453265190125 (0.19678465022153152) | > loss_disc_real_2: 0.2270609438419342 (0.192653884651599) | > loss_disc_real_3: 0.21193131804466248 (0.2004557534149199) | > loss_disc_real_4: 0.21561436355113983 (0.19826085172045282) | > loss_disc_real_5: 0.19537094235420227 (0.2029864601629637) | > loss_0: 2.2482924461364746 (2.213429360936729) | > grad_norm_0: tensor(72.2736, device='cuda:0') (tensor(31.6683, device='cuda:0')) | > loss_gen: 2.8403429985046387 (2.76884426750662) | > loss_kl: 1.9579938650131226 (1.78059648486959) | > loss_feat: 7.882361888885498 (8.35562663986569) | > loss_mel: 14.14101791381836 (13.940607568402312) | > loss_duration: 1.7850618362426758 (1.738481025159101) | > amp_scaler: 128.0 (134.0952380952381) | > loss_1: 28.60677719116211 (28.584155978578508) | > grad_norm_1: tensor(1083.5164, device='cuda:0') (tensor(761.0302, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.7856 (0.851262192705493) | > loader_time: 0.01 (0.010194300057052014)  --> TIME: 2025-05-08 20:28:26 -- STEP: 512/725 -- GLOBAL_STEP: 74650 | > loss_disc: 2.1097428798675537 (2.211072942242025) | > loss_disc_real_0: 0.09009667485952377 (0.13701937421865287) | > loss_disc_real_1: 0.1837458610534668 (0.19659262505592778) | > loss_disc_real_2: 0.1942438781261444 (0.19243128463858739) | > loss_disc_real_3: 0.19194410741329193 (0.2003812937764451) | > loss_disc_real_4: 0.17137205600738525 (0.19834523685858585) | > loss_disc_real_5: 0.21197307109832764 (0.20276720123365521) | > loss_0: 2.1097428798675537 (2.211072942242025) | > grad_norm_0: tensor(23.6074, device='cuda:0') (tensor(31.6841, device='cuda:0')) | > loss_gen: 2.859208345413208 (2.7723912191577256) | > loss_kl: 1.8716036081314087 (1.7800120376050477) | > loss_feat: 9.255743026733398 (8.367147956974796) | > loss_mel: 14.707022666931152 (13.93673873692751) | > loss_duration: 1.6905227899551392 (1.7388742410112172) | > amp_scaler: 128.0 (133.5) | > loss_1: 30.38410186767578 (28.595164202153683) | > grad_norm_1: tensor(979.3369, device='cuda:0') (tensor(756.0718, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8346 (0.8507510558702052) | > loader_time: 0.0107 (0.010192702524363991)  --> TIME: 2025-05-08 20:29:09 -- STEP: 562/725 -- GLOBAL_STEP: 74700 | > loss_disc: 2.154125690460205 (2.212293831903314) | > loss_disc_real_0: 0.16142939031124115 (0.1369673250329238) | > loss_disc_real_1: 0.19904352724552155 (0.19663882801753352) | > loss_disc_real_2: 0.18740522861480713 (0.1924956252142204) | > loss_disc_real_3: 0.1811087280511856 (0.20036946520792637) | > loss_disc_real_4: 0.20696242153644562 (0.1983539081871298) | > loss_disc_real_5: 0.17188362777233124 (0.2030483683922537) | > loss_0: 2.154125690460205 (2.212293831903314) | > grad_norm_0: tensor(73.6574, device='cuda:0') (tensor(31.8130, device='cuda:0')) | > loss_gen: 2.855769395828247 (2.7695925935731656) | > loss_kl: 1.6735517978668213 (1.7822870565478917) | > loss_feat: 9.293686866760254 (8.353870566629421) | > loss_mel: 14.09803295135498 (13.929439244321232) | > loss_duration: 1.6998800039291382 (1.7389065860853505) | > amp_scaler: 128.0 (133.01067615658363) | > loss_1: 29.620922088623047 (28.574096055217485) | > grad_norm_1: tensor(1109.7932, device='cuda:0') (tensor(771.1877, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8942 (0.8501647681103908) | > loader_time: 0.0106 (0.010177198678149018)  --> TIME: 2025-05-08 20:29:52 -- STEP: 612/725 -- GLOBAL_STEP: 74750 | > loss_disc: 2.240602493286133 (2.212633679505265) | > loss_disc_real_0: 0.15583789348602295 (0.13694954843692517) | > loss_disc_real_1: 0.20369982719421387 (0.19670531131765434) | > loss_disc_real_2: 0.20233243703842163 (0.19257101555373166) | > loss_disc_real_3: 0.21255947649478912 (0.20033771379126444) | > loss_disc_real_4: 0.21043777465820312 (0.19843701097895128) | > loss_disc_real_5: 0.21734276413917542 (0.20296411201650025) | > loss_0: 2.240602493286133 (2.212633679505265) | > grad_norm_0: tensor(35.0698, device='cuda:0') (tensor(32.1009, device='cuda:0')) | > loss_gen: 2.8045566082000732 (2.768192186075098) | > loss_kl: 1.7823976278305054 (1.785720947715972) | > loss_feat: 7.448919773101807 (8.350057887096026) | > loss_mel: 12.97288990020752 (13.919527233036515) | > loss_duration: 1.6737205982208252 (1.7384689333392132) | > amp_scaler: 128.0 (132.6013071895425) | > loss_1: 26.682485580444336 (28.56196720459882) | > grad_norm_1: tensor(961.8425, device='cuda:0') (tensor(783.6525, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8129 (0.849807098410488) | > loader_time: 0.0095 (0.010190513398912212)  --> TIME: 2025-05-08 20:30:35 -- STEP: 662/725 -- GLOBAL_STEP: 74800 | > loss_disc: 2.35996675491333 (2.213010127450762) | > loss_disc_real_0: 0.1544751673936844 (0.13699383742184412) | > loss_disc_real_1: 0.22440455853939056 (0.1966374767690988) | > loss_disc_real_2: 0.2135198414325714 (0.19250550301143424) | > loss_disc_real_3: 0.20266875624656677 (0.20039834091130332) | > loss_disc_real_4: 0.2216658592224121 (0.19862544784192954) | > loss_disc_real_5: 0.24758748710155487 (0.20319843969766466) | > loss_0: 2.35996675491333 (2.213010127450762) | > grad_norm_0: tensor(32.4532, device='cuda:0') (tensor(32.5202, device='cuda:0')) | > loss_gen: 2.652021884918213 (2.7682864954104223) | > loss_kl: 1.8087620735168457 (1.7832046808432964) | > loss_feat: 7.880640506744385 (8.345828662105916) | > loss_mel: 12.435080528259277 (13.91113946373009) | > loss_duration: 1.7505507469177246 (1.7384860699270435) | > amp_scaler: 128.0 (132.25377643504535) | > loss_1: 26.527055740356445 (28.546945378859597) | > grad_norm_1: tensor(824.3797, device='cuda:0') (tensor(789.4235, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8847 (0.8496261896323581) | > loader_time: 0.011 (0.010206929506492032)  --> TIME: 2025-05-08 20:31:18 -- STEP: 712/725 -- GLOBAL_STEP: 74850 | > loss_disc: 2.2432656288146973 (2.2158977494815733) | > loss_disc_real_0: 0.1741936206817627 (0.13816516087756714) | > loss_disc_real_1: 0.1901516616344452 (0.1968400677812569) | > loss_disc_real_2: 0.2000090628862381 (0.19252397450670783) | > loss_disc_real_3: 0.20872193574905396 (0.20054881590721974) | > loss_disc_real_4: 0.22587713599205017 (0.1986756120714244) | > loss_disc_real_5: 0.2022673487663269 (0.20333764609995852) | > loss_0: 2.2432656288146973 (2.2158977494815733) | > grad_norm_0: tensor(11.9895, device='cuda:0') (tensor(33.1585, device='cuda:0')) | > loss_gen: 2.733325958251953 (2.766070546059124) | > loss_kl: 1.7233301401138306 (1.7840790556053103) | > loss_feat: 8.271180152893066 (8.334593516387297) | > loss_mel: 14.235699653625488 (13.907585358351804) | > loss_duration: 1.7510162591934204 (1.7381720512770542) | > amp_scaler: 128.0 (131.95505617977537) | > loss_1: 28.71455192565918 (28.530500537893744) | > grad_norm_1: tensor(469.1717, device='cuda:0') (tensor(785.3421, device='cuda:0')) | > current_lr_0: 0.0001990273120590905 | > current_lr_1: 0.0001990273120590905 | > step_time: 0.8129 (0.8496465073542648) | > loader_time: 0.0119 (0.010272257448582163)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.292046546936035 (2.292046546936035) | > loss_disc_real_0: 0.08645601570606232 (0.08645601570606232) | > loss_disc_real_1: 0.20486675202846527 (0.20486675202846527) | > loss_disc_real_2: 0.152679443359375 (0.152679443359375) | > loss_disc_real_3: 0.2571285367012024 (0.2571285367012024) | > loss_disc_real_4: 0.2398567646741867 (0.2398567646741867) | > loss_disc_real_5: 0.23409757018089294 (0.23409757018089294) | > loss_0: 2.292046546936035 (2.292046546936035) | > loss_gen: 2.5067625045776367 (2.5067625045776367) | > loss_kl: 2.014657974243164 (2.014657974243164) | > loss_feat: 8.17265510559082 (8.17265510559082) | > loss_mel: 14.74020004272461 (14.74020004272461) | > loss_duration: 1.7129275798797607 (1.7129275798797607) | > loss_1: 29.14720344543457 (29.14720344543457)  --> STEP: 1 | > loss_disc: 2.284482955932617 (2.284482955932617) | > loss_disc_real_0: 0.10383650660514832 (0.10383650660514832) | > loss_disc_real_1: 0.19076885282993317 (0.19076885282993317) | > loss_disc_real_2: 0.15318657457828522 (0.15318657457828522) | > loss_disc_real_3: 0.22394715249538422 (0.22394715249538422) | > loss_disc_real_4: 0.2217440903186798 (0.2217440903186798) | > loss_disc_real_5: 0.1988501101732254 (0.1988501101732254) | > loss_0: 2.284482955932617 (2.284482955932617) | > loss_gen: 2.4083104133605957 (2.4083104133605957) | > loss_kl: 2.012037754058838 (2.012037754058838) | > loss_feat: 7.4715776443481445 (7.4715776443481445) | > loss_mel: 13.620418548583984 (13.620418548583984) | > loss_duration: 1.7732051610946655 (1.7732051610946655) | > loss_1: 27.28554916381836 (27.28554916381836)  --> STEP: 2 | > loss_disc: 2.2016043663024902 (2.2430436611175537) | > loss_disc_real_0: 0.09248809516429901 (0.09816230088472366) | > loss_disc_real_1: 0.17459522187709808 (0.18268203735351562) | > loss_disc_real_2: 0.14486730098724365 (0.14902693778276443) | > loss_disc_real_3: 0.2047722339630127 (0.21435969322919846) | > loss_disc_real_4: 0.20083720982074738 (0.2112906500697136) | > loss_disc_real_5: 0.1815885752439499 (0.19021934270858765) | > loss_0: 2.2016043663024902 (2.2430436611175537) | > loss_gen: 2.351827383041382 (2.3800688982009888) | > loss_kl: 1.8306552171707153 (1.9213464856147766) | > loss_feat: 8.348462104797363 (7.910019874572754) | > loss_mel: 14.852441787719727 (14.236430168151855) | > loss_duration: 1.8304356336593628 (1.8018203973770142) | > loss_1: 29.213821411132812 (28.249685287475586)  --> STEP: 3 | > loss_disc: 2.3847203254699707 (2.290269215901693) | > loss_disc_real_0: 0.10301962494850159 (0.09978140890598297) | > loss_disc_real_1: 0.20618338882923126 (0.19051582117875418) | > loss_disc_real_2: 0.1616695672273636 (0.15324114759763083) | > loss_disc_real_3: 0.23913277685642242 (0.22261738777160645) | > loss_disc_real_4: 0.21989460289478302 (0.21415863434473673) | > loss_disc_real_5: 0.21732960641384125 (0.19925609727700552) | > loss_0: 2.3847203254699707 (2.290269215901693) | > loss_gen: 2.268101215362549 (2.3427463372548423) | > loss_kl: 1.8178529739379883 (1.8868486483891804) | > loss_feat: 6.968352317810059 (7.5961306889851885) | > loss_mel: 13.13457202911377 (13.869144121805826) | > loss_duration: 1.8190966844558716 (1.8075791597366333) | > loss_1: 26.00797462463379 (27.502448399861652)  --> STEP: 4 | > loss_disc: 2.280369758605957 (2.287794351577759) | > loss_disc_real_0: 0.10014841705560684 (0.09987316094338894) | > loss_disc_real_1: 0.19459268450737 (0.19153503701090813) | > loss_disc_real_2: 0.14931583404541016 (0.15225981920957565) | > loss_disc_real_3: 0.22521409392356873 (0.22326656430959702) | > loss_disc_real_4: 0.2364804595708847 (0.21973909065127373) | > loss_disc_real_5: 0.2314794808626175 (0.2073119431734085) | > loss_0: 2.280369758605957 (2.287794351577759) | > loss_gen: 2.4826321601867676 (2.3777177929878235) | > loss_kl: 1.7632043361663818 (1.8559375703334808) | > loss_feat: 7.8027448654174805 (7.647784233093262) | > loss_mel: 13.903528213500977 (13.877740144729614) | > loss_duration: 1.7304280996322632 (1.7882913947105408) | > loss_1: 27.682538986206055 (27.547471046447754) --> EVAL PERFORMANCE | > avg_loader_time: 0.28590065240859985 (-0.003750026226043701) | > avg_loss_disc: 2.287794351577759 (-0.06053292751312256) | > avg_loss_disc_real_0: 0.09987316094338894 (+0.02135596238076687) | > avg_loss_disc_real_1: 0.19153503701090813 (+0.01423068717122078) | > avg_loss_disc_real_2: 0.15225981920957565 (-0.13537494093179703) | > avg_loss_disc_real_3: 0.22326656430959702 (+0.0028939805924892426) | > avg_loss_disc_real_4: 0.21973909065127373 (+0.023501038551330566) | > avg_loss_disc_real_5: 0.2073119431734085 (+0.0016529150307178497) | > avg_loss_0: 2.287794351577759 (-0.06053292751312256) | > avg_loss_gen: 2.3777177929878235 (-0.0806354284286499) | > avg_loss_kl: 1.8559375703334808 (-0.10358628630638123) | > avg_loss_feat: 7.647784233093262 (-0.7216449975967407) | > avg_loss_mel: 13.877740144729614 (-0.5121815204620361) | > avg_loss_duration: 1.7882913947105408 (+0.002646923065185547) | > avg_loss_1: 27.547471046447754 (-1.4154019355773926)  > EPOCH: 40/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 20:31:36)   --> TIME: 2025-05-08 20:32:10 -- STEP: 37/725 -- GLOBAL_STEP: 74900 | > loss_disc: 2.020909309387207 (2.193271511309855) | > loss_disc_real_0: 0.09349465370178223 (0.13884756895335945) | > loss_disc_real_1: 0.1588529646396637 (0.19321044715675148) | > loss_disc_real_2: 0.14585575461387634 (0.18961275107151754) | > loss_disc_real_3: 0.19797086715698242 (0.20346557691290573) | > loss_disc_real_4: 0.15364019572734833 (0.19425366536991015) | > loss_disc_real_5: 0.20174220204353333 (0.20344885096356674) | > loss_0: 2.020909309387207 (2.193271511309855) | > grad_norm_0: tensor(21.5948, device='cuda:0') (tensor(23.4144, device='cuda:0')) | > loss_gen: 3.0176761150360107 (2.7506471517923714) | > loss_kl: 1.6418447494506836 (1.7703633018442102) | > loss_feat: 10.325702667236328 (8.436644115963498) | > loss_mel: 15.367446899414062 (14.132867297610721) | > loss_duration: 1.741878867149353 (1.735607095666834) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.09455108642578 (28.826129036980706) | > grad_norm_1: tensor(859.9218, device='cuda:0') (tensor(760.4355, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8585 (0.8468292339428051) | > loader_time: 0.0145 (0.010811895937532992)  --> TIME: 2025-05-08 20:32:53 -- STEP: 87/725 -- GLOBAL_STEP: 74950 | > loss_disc: 2.2700562477111816 (2.2206099047057934) | > loss_disc_real_0: 0.20263980329036713 (0.14268551509955837) | > loss_disc_real_1: 0.19102276861667633 (0.19545474956775533) | > loss_disc_real_2: 0.20233900845050812 (0.19304498379257903) | > loss_disc_real_3: 0.17867928743362427 (0.20260803898175558) | > loss_disc_real_4: 0.21962180733680725 (0.1978063266510251) | > loss_disc_real_5: 0.21091151237487793 (0.2026848709103705) | > loss_0: 2.2700562477111816 (2.2206099047057934) | > grad_norm_0: tensor(58.9682, device='cuda:0') (tensor(29.4068, device='cuda:0')) | > loss_gen: 2.838360548019409 (2.7496951722550658) | > loss_kl: 1.7864346504211426 (1.7818307561435918) | > loss_feat: 8.206809997558594 (8.374748405368848) | > loss_mel: 13.70168685913086 (14.066457781298405) | > loss_duration: 1.7118327617645264 (1.7355107219739891) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.2451229095459 (28.708242832929237) | > grad_norm_1: tensor(732.9816, device='cuda:0') (tensor(754.1296, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8324 (0.8433068839983007) | > loader_time: 0.0117 (0.010792554109946065)  --> TIME: 2025-05-08 20:33:36 -- STEP: 137/725 -- GLOBAL_STEP: 75000 | > loss_disc: 2.0822324752807617 (2.2132670975079503) | > loss_disc_real_0: 0.10438533127307892 (0.1397160910559397) | > loss_disc_real_1: 0.19357863068580627 (0.1957749005434287) | > loss_disc_real_2: 0.16007177531719208 (0.19201917924585132) | > loss_disc_real_3: 0.17773021757602692 (0.20176373694064845) | > loss_disc_real_4: 0.16401971876621246 (0.1974380721140952) | > loss_disc_real_5: 0.17045681178569794 (0.2035033346092614) | > loss_0: 2.0822324752807617 (2.2132670975079503) | > grad_norm_0: tensor(22.7000, device='cuda:0') (tensor(30.4265, device='cuda:0')) | > loss_gen: 2.8957085609436035 (2.7657115946720987) | > loss_kl: 1.777738094329834 (1.7826376431179742) | > loss_feat: 8.741495132446289 (8.41619478699065) | > loss_mel: 13.574989318847656 (14.062723264206932) | > loss_duration: 1.7338721752166748 (1.735625439316687) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.72380256652832 (28.762892688277866) | > grad_norm_1: tensor(1076.4626, device='cuda:0') (tensor(746.7590, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8064 (0.8451133209423426) | > loader_time: 0.0096 (0.010850213739993798) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_75000.pth  --> TIME: 2025-05-08 20:34:22 -- STEP: 187/725 -- GLOBAL_STEP: 75050 | > loss_disc: 2.2197065353393555 (2.21166167539709) | > loss_disc_real_0: 0.16668124496936798 (0.1378389615665145) | > loss_disc_real_1: 0.22058947384357452 (0.19653932558980217) | > loss_disc_real_2: 0.19291654229164124 (0.1919724028856359) | > loss_disc_real_3: 0.20604023337364197 (0.20177907301461634) | > loss_disc_real_4: 0.19203265011310577 (0.19773731217346083) | > loss_disc_real_5: 0.20603521168231964 (0.20347665170616008) | > loss_0: 2.2197065353393555 (2.21166167539709) | > grad_norm_0: tensor(55.7742, device='cuda:0') (tensor(30.5878, device='cuda:0')) | > loss_gen: 2.8374013900756836 (2.7613731998810795) | > loss_kl: 1.995236873626709 (1.7867475493069) | > loss_feat: 9.015568733215332 (8.373046943848147) | > loss_mel: 14.120240211486816 (13.97159634044463) | > loss_duration: 1.7539191246032715 (1.7374901089438781) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.722368240356445 (28.630254082501253) | > grad_norm_1: tensor(519.6766, device='cuda:0') (tensor(807.1283, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8293 (0.8471359683868082) | > loader_time: 0.0107 (0.010859653911488581)  --> TIME: 2025-05-08 20:35:05 -- STEP: 237/725 -- GLOBAL_STEP: 75100 | > loss_disc: 2.184752941131592 (2.2079688189904925) | > loss_disc_real_0: 0.08691547065973282 (0.135445951566666) | > loss_disc_real_1: 0.20571990311145782 (0.1963821085570734) | > loss_disc_real_2: 0.19186265766620636 (0.19193954746934433) | > loss_disc_real_3: 0.2230979949235916 (0.20176812327360805) | > loss_disc_real_4: 0.19396474957466125 (0.1977688745607303) | > loss_disc_real_5: 0.17240236699581146 (0.20352635667796878) | > loss_0: 2.184752941131592 (2.2079688189904925) | > grad_norm_0: tensor(21.1779, device='cuda:0') (tensor(30.0036, device='cuda:0')) | > loss_gen: 2.679445266723633 (2.77596810296618) | > loss_kl: 2.0476715564727783 (1.793439278119727) | > loss_feat: 8.020736694335938 (8.39591252451708) | > loss_mel: 14.200737953186035 (13.95585976371282) | > loss_duration: 1.7254419326782227 (1.7374166033941985) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.674034118652344 (28.658596328542203) | > grad_norm_1: tensor(617.4212, device='cuda:0') (tensor(756.6092, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8136 (0.8470877806345621) | > loader_time: 0.0112 (0.010778290309986487)  --> TIME: 2025-05-08 20:35:48 -- STEP: 287/725 -- GLOBAL_STEP: 75150 | > loss_disc: 2.1175918579101562 (2.2108069002005295) | > loss_disc_real_0: 0.10813194513320923 (0.13560548603846218) | > loss_disc_real_1: 0.18530580401420593 (0.19662753178475212) | > loss_disc_real_2: 0.18514005839824677 (0.19211385843022777) | > loss_disc_real_3: 0.19467072188854218 (0.20171218632821003) | > loss_disc_real_4: 0.20992840826511383 (0.19815994311085133) | > loss_disc_real_5: 0.24506349861621857 (0.20364010375551234) | > loss_0: 2.1175918579101562 (2.2108069002005295) | > grad_norm_0: tensor(21.1035, device='cuda:0') (tensor(30.0074, device='cuda:0')) | > loss_gen: 2.6934163570404053 (2.770221304810421) | > loss_kl: 1.6656919717788696 (1.7952346394701701) | > loss_feat: 8.529541015625 (8.354783702810469) | > loss_mel: 15.40097427368164 (13.915426662990022) | > loss_duration: 1.768761157989502 (1.7398731982666442) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.05838394165039 (28.575539559022058) | > grad_norm_1: tensor(527.1654, device='cuda:0') (tensor(758.2764, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7886 (0.8470395350705456) | > loader_time: 0.0119 (0.0107924257005964)  --> TIME: 2025-05-08 20:36:31 -- STEP: 337/725 -- GLOBAL_STEP: 75200 | > loss_disc: 2.0931358337402344 (2.2093466994316735) | > loss_disc_real_0: 0.14825615286827087 (0.13582044026264448) | > loss_disc_real_1: 0.1911977082490921 (0.1960258548443679) | > loss_disc_real_2: 0.18604588508605957 (0.1921885491567125) | > loss_disc_real_3: 0.22078555822372437 (0.20137094850002477) | > loss_disc_real_4: 0.1708063781261444 (0.19832650561007265) | > loss_disc_real_5: 0.1722930520772934 (0.20315277187336092) | > loss_0: 2.0931358337402344 (2.2093466994316735) | > grad_norm_0: tensor(41.5489, device='cuda:0') (tensor(30.5713, device='cuda:0')) | > loss_gen: 2.963324546813965 (2.7730729650672887) | > loss_kl: 1.762297511100769 (1.7919381637601541) | > loss_feat: 9.0693941116333 (8.363004308072325) | > loss_mel: 15.170808792114258 (13.934602307282853) | > loss_duration: 1.7268908023834229 (1.7401093492168347) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.69271469116211 (28.602727137262814) | > grad_norm_1: tensor(1399.2028, device='cuda:0') (tensor(777.7020, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8653 (0.8472125240178773) | > loader_time: 0.0112 (0.010796353795761878)  --> TIME: 2025-05-08 20:37:15 -- STEP: 387/725 -- GLOBAL_STEP: 75250 | > loss_disc: 2.3453352451324463 (2.2107125533027574) | > loss_disc_real_0: 0.1323791742324829 (0.1359915987850776) | > loss_disc_real_1: 0.20205479860305786 (0.19638622808210002) | > loss_disc_real_2: 0.2254563868045807 (0.1921757208977559) | > loss_disc_real_3: 0.25990816950798035 (0.20144091450274756) | > loss_disc_real_4: 0.2754700779914856 (0.19831082371162198) | > loss_disc_real_5: 0.21841837465763092 (0.20373308935830758) | > loss_0: 2.3453352451324463 (2.2107125533027574) | > grad_norm_0: tensor(46.6678, device='cuda:0') (tensor(30.9307, device='cuda:0')) | > loss_gen: 2.54097843170166 (2.7718463991347506) | > loss_kl: 1.7036911249160767 (1.7900945570425777) | > loss_feat: 6.759495735168457 (8.352110239270429) | > loss_mel: 12.631566047668457 (13.935773346775262) | > loss_duration: 1.7951005697250366 (1.7403037086013675) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.430831909179688 (28.59012827023055) | > grad_norm_1: tensor(1200.4727, device='cuda:0') (tensor(785.4312, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8615 (0.8488853107127108) | > loader_time: 0.0123 (0.01080741746789109)  --> TIME: 2025-05-08 20:37:58 -- STEP: 437/725 -- GLOBAL_STEP: 75300 | > loss_disc: 2.2376065254211426 (2.206968638389554) | > loss_disc_real_0: 0.2032766491174698 (0.13541273353301692) | > loss_disc_real_1: 0.20803962647914886 (0.19599765760811302) | > loss_disc_real_2: 0.18163330852985382 (0.19178876001174716) | > loss_disc_real_3: 0.19977684319019318 (0.20108500351485722) | > loss_disc_real_4: 0.23404791951179504 (0.19809846436813713) | > loss_disc_real_5: 0.2652689814567566 (0.20360624381006445) | > loss_0: 2.2376065254211426 (2.206968638389554) | > grad_norm_0: tensor(70.9672, device='cuda:0') (tensor(31.8158, device='cuda:0')) | > loss_gen: 3.054935932159424 (2.779246895482392) | > loss_kl: 1.6940240859985352 (1.7895347886554709) | > loss_feat: 8.660922050476074 (8.392799816087948) | > loss_mel: 15.207807540893555 (13.97378351050056) | > loss_duration: 1.6973426342010498 (1.739858204767415) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.315031051635742 (28.67522324795581) | > grad_norm_1: tensor(1011.1179, device='cuda:0') (tensor(795.7261, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.886 (0.8488091304045793) | > loader_time: 0.0118 (0.010857542264925258)  --> TIME: 2025-05-08 20:38:41 -- STEP: 487/725 -- GLOBAL_STEP: 75350 | > loss_disc: 2.1919467449188232 (2.2068360023185214) | > loss_disc_real_0: 0.14830562472343445 (0.13527560703747088) | > loss_disc_real_1: 0.1870879828929901 (0.19602022850905118) | > loss_disc_real_2: 0.17141830921173096 (0.19182550371672338) | > loss_disc_real_3: 0.19525064527988434 (0.20123849885664433) | > loss_disc_real_4: 0.17861627042293549 (0.19810507607166283) | > loss_disc_real_5: 0.2487330287694931 (0.20332300378434223) | > loss_0: 2.1919467449188232 (2.2068360023185214) | > grad_norm_0: tensor(12.8334, device='cuda:0') (tensor(31.6089, device='cuda:0')) | > loss_gen: 2.7375454902648926 (2.7781218297672456) | > loss_kl: 1.9789400100708008 (1.7907816487416104) | > loss_feat: 8.210739135742188 (8.378474243367721) | > loss_mel: 13.203105926513672 (13.95915620282935) | > loss_duration: 1.7457902431488037 (1.7401741451796076) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.87611961364746 (28.64670809876992) | > grad_norm_1: tensor(584.3839, device='cuda:0') (tensor(784.9857, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.7935 (0.8482519958543092) | > loader_time: 0.0111 (0.010880219618153032)  --> TIME: 2025-05-08 20:39:24 -- STEP: 537/725 -- GLOBAL_STEP: 75400 | > loss_disc: 2.1849868297576904 (2.206601609952845) | > loss_disc_real_0: 0.0943015068769455 (0.13517284916377384) | > loss_disc_real_1: 0.20516422390937805 (0.19600477570484032) | > loss_disc_real_2: 0.22540535032749176 (0.1920135502653193) | > loss_disc_real_3: 0.19164983928203583 (0.2011819023992762) | > loss_disc_real_4: 0.22047586739063263 (0.19825825328267485) | > loss_disc_real_5: 0.19405241310596466 (0.20323115950745133) | > loss_0: 2.1849868297576904 (2.206601609952845) | > grad_norm_0: tensor(13.0365, device='cuda:0') (tensor(31.4862, device='cuda:0')) | > loss_gen: 2.6578481197357178 (2.7779202439043544) | > loss_kl: 1.749460220336914 (1.790307714952437) | > loss_feat: 8.496896743774414 (8.376831961299677) | > loss_mel: 13.830278396606445 (13.958132900117274) | > loss_duration: 1.7870063781738281 (1.7402832785576194) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5214900970459 (28.64347614167567) | > grad_norm_1: tensor(535.2987, device='cuda:0') (tensor(785.3606, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8436 (0.8481641796936094) | > loader_time: 0.0099 (0.010869118976415425)  --> TIME: 2025-05-08 20:40:07 -- STEP: 587/725 -- GLOBAL_STEP: 75450 | > loss_disc: 2.2141599655151367 (2.206144781088302) | > loss_disc_real_0: 0.13811911642551422 (0.1346975798247417) | > loss_disc_real_1: 0.19431869685649872 (0.1956421761587897) | > loss_disc_real_2: 0.1726577877998352 (0.1921856797076571) | > loss_disc_real_3: 0.19759587943553925 (0.2010197356927131) | > loss_disc_real_4: 0.19048839807510376 (0.19831110042039132) | > loss_disc_real_5: 0.22804471850395203 (0.20314313968868838) | > loss_0: 2.2141599655151367 (2.206144781088302) | > grad_norm_0: tensor(23.0384, device='cuda:0') (tensor(31.7770, device='cuda:0')) | > loss_gen: 2.7659878730773926 (2.7797334661272544) | > loss_kl: 1.9398386478424072 (1.79279203289006) | > loss_feat: 8.02509880065918 (8.388345933650998) | > loss_mel: 13.91358757019043 (13.956970703865844) | > loss_duration: 1.7105785608291626 (1.739905683307875) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.355091094970703 (28.657747866550945) | > grad_norm_1: tensor(838.7659, device='cuda:0') (tensor(791.2706, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8493 (0.847660226756913) | > loader_time: 0.0121 (0.010877186841818504)  --> TIME: 2025-05-08 20:40:50 -- STEP: 637/725 -- GLOBAL_STEP: 75500 | > loss_disc: 2.2431321144104004 (2.20575053781692) | > loss_disc_real_0: 0.15227752923965454 (0.1347554305588806) | > loss_disc_real_1: 0.20828764140605927 (0.19570133204643542) | > loss_disc_real_2: 0.20234441757202148 (0.1921950367453334) | > loss_disc_real_3: 0.21079273521900177 (0.2009882978404897) | > loss_disc_real_4: 0.21175658702850342 (0.19847548864138553) | > loss_disc_real_5: 0.21186676621437073 (0.20295758124329794) | > loss_0: 2.2431321144104004 (2.20575053781692) | > grad_norm_0: tensor(46.6653, device='cuda:0') (tensor(31.8746, device='cuda:0')) | > loss_gen: 2.7369377613067627 (2.7793458492452694) | > loss_kl: 1.9097504615783691 (1.7922849424967024) | > loss_feat: 8.193474769592285 (8.389178236387965) | > loss_mel: 13.843714714050293 (13.957000145545372) | > loss_duration: 1.7062418460845947 (1.7394786146783754) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.390121459960938 (28.65728785216902) | > grad_norm_1: tensor(1241.4312, device='cuda:0') (tensor(799.5854, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8381 (0.8475560674113419) | > loader_time: 0.0113 (0.010899841317576554)  --> TIME: 2025-05-08 20:41:33 -- STEP: 687/725 -- GLOBAL_STEP: 75550 | > loss_disc: 2.2120306491851807 (2.20634986132687) | > loss_disc_real_0: 0.1525668352842331 (0.1346245623062184) | > loss_disc_real_1: 0.18960729241371155 (0.1957726318719953) | > loss_disc_real_2: 0.18000206351280212 (0.19239589821390007) | > loss_disc_real_3: 0.18806160986423492 (0.20103031043315733) | > loss_disc_real_4: 0.19134490191936493 (0.19849846046824643) | > loss_disc_real_5: 0.18046921491622925 (0.2026263249189399) | > loss_0: 2.2120306491851807 (2.20634986132687) | > grad_norm_0: tensor(35.1458, device='cuda:0') (tensor(32.1827, device='cuda:0')) | > loss_gen: 2.715804100036621 (2.781702461895115) | > loss_kl: 1.7471033334732056 (1.7926477473202058) | > loss_feat: 8.590953826904297 (8.39595709791003) | > loss_mel: 13.781437873840332 (13.959281657633996) | > loss_duration: 1.7318096160888672 (1.739132388363412) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.567110061645508 (28.668721422531373) | > grad_norm_1: tensor(716.0039, device='cuda:0') (tensor(794.3193, device='cuda:0')) | > current_lr_0: 0.00019900243364508313 | > current_lr_1: 0.00019900243364508313 | > step_time: 0.8687 (0.8474966553100852) | > loader_time: 0.012 (0.010894670236579196)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.212824821472168 (2.212824821472168) | > loss_disc_real_0: 0.14513014256954193 (0.14513014256954193) | > loss_disc_real_1: 0.15408670902252197 (0.15408670902252197) | > loss_disc_real_2: 0.1792503446340561 (0.1792503446340561) | > loss_disc_real_3: 0.2159482091665268 (0.2159482091665268) | > loss_disc_real_4: 0.26201972365379333 (0.26201972365379333) | > loss_disc_real_5: 0.23719820380210876 (0.23719820380210876) | > loss_0: 2.212824821472168 (2.212824821472168) | > loss_gen: 2.6917760372161865 (2.6917760372161865) | > loss_kl: 1.847786784172058 (1.847786784172058) | > loss_feat: 8.553400039672852 (8.553400039672852) | > loss_mel: 15.29987907409668 (15.29987907409668) | > loss_duration: 1.6942229270935059 (1.6942229270935059) | > loss_1: 30.087064743041992 (30.087064743041992)  --> STEP: 1 | > loss_disc: 2.2492599487304688 (2.2492599487304688) | > loss_disc_real_0: 0.14193469285964966 (0.14193469285964966) | > loss_disc_real_1: 0.1615794450044632 (0.1615794450044632) | > loss_disc_real_2: 0.19941465556621552 (0.19941465556621552) | > loss_disc_real_3: 0.20696048438549042 (0.20696048438549042) | > loss_disc_real_4: 0.2406480312347412 (0.2406480312347412) | > loss_disc_real_5: 0.21383091807365417 (0.21383091807365417) | > loss_0: 2.2492599487304688 (2.2492599487304688) | > loss_gen: 2.494136095046997 (2.494136095046997) | > loss_kl: 1.9747614860534668 (1.9747614860534668) | > loss_feat: 7.454725742340088 (7.454725742340088) | > loss_mel: 13.697951316833496 (13.697951316833496) | > loss_duration: 1.7727961540222168 (1.7727961540222168) | > loss_1: 27.394371032714844 (27.394371032714844)  --> STEP: 2 | > loss_disc: 2.106578826904297 (2.177919387817383) | > loss_disc_real_0: 0.12314574420452118 (0.13254021853208542) | > loss_disc_real_1: 0.14754393696784973 (0.15456169098615646) | > loss_disc_real_2: 0.17833289504051208 (0.1888737753033638) | > loss_disc_real_3: 0.20070695877075195 (0.20383372157812119) | > loss_disc_real_4: 0.23597000539302826 (0.23830901831388474) | > loss_disc_real_5: 0.19884037971496582 (0.20633564889431) | > loss_0: 2.106578826904297 (2.177919387817383) | > loss_gen: 2.653850793838501 (2.573993444442749) | > loss_kl: 1.9544025659561157 (1.9645820260047913) | > loss_feat: 8.958332061767578 (8.206528902053833) | > loss_mel: 14.812158584594727 (14.255054950714111) | > loss_duration: 1.8161472082138062 (1.7944716811180115) | > loss_1: 30.19489097595215 (28.794631004333496)  --> STEP: 3 | > loss_disc: 2.2398643493652344 (2.1985677083333335) | > loss_disc_real_0: 0.13905103504657745 (0.13471049070358276) | > loss_disc_real_1: 0.15892311930656433 (0.15601550042629242) | > loss_disc_real_2: 0.17866528034210205 (0.1854709436496099) | > loss_disc_real_3: 0.1990160048007965 (0.20222781598567963) | > loss_disc_real_4: 0.2278273105621338 (0.23481511572996774) | > loss_disc_real_5: 0.22666214406490326 (0.21311114728450775) | > loss_0: 2.2398643493652344 (2.1985677083333335) | > loss_gen: 2.4607276916503906 (2.536238193511963) | > loss_kl: 1.8546504974365234 (1.927938183148702) | > loss_feat: 7.216107368469238 (7.876388390858968) | > loss_mel: 13.570691108703613 (14.026933670043945) | > loss_duration: 1.811200737953186 (1.800048033396403) | > loss_1: 26.91337776184082 (28.16754659016927)  --> STEP: 4 | > loss_disc: 2.2492406368255615 (2.2112359404563904) | > loss_disc_real_0: 0.1308927983045578 (0.13375606760382652) | > loss_disc_real_1: 0.16275052726268768 (0.15769925713539124) | > loss_disc_real_2: 0.17117023468017578 (0.18189576640725136) | > loss_disc_real_3: 0.1922679990530014 (0.19973786175251007) | > loss_disc_real_4: 0.2516794502735138 (0.23903119936585426) | > loss_disc_real_5: 0.25844210386276245 (0.22444388642907143) | > loss_0: 2.2492406368255615 (2.2112359404563904) | > loss_gen: 2.4974470138549805 (2.5265403985977173) | > loss_kl: 1.7360987663269043 (1.8799783289432526) | > loss_feat: 8.366811752319336 (7.99899423122406) | > loss_mel: 14.950493812561035 (14.257823705673218) | > loss_duration: 1.7502813339233398 (1.7876063585281372) | > loss_1: 29.301136016845703 (28.45094394683838) --> EVAL PERFORMANCE | > avg_loader_time: 0.2964007258415222 (+0.010500073432922363) | > avg_loss_disc: 2.2112359404563904 (-0.07655841112136841) | > avg_loss_disc_real_0: 0.13375606760382652 (+0.033882906660437584) | > avg_loss_disc_real_1: 0.15769925713539124 (-0.03383577987551689) | > avg_loss_disc_real_2: 0.18189576640725136 (+0.029635947197675705) | > avg_loss_disc_real_3: 0.19973786175251007 (-0.023528702557086945) | > avg_loss_disc_real_4: 0.23903119936585426 (+0.019292108714580536) | > avg_loss_disc_real_5: 0.22444388642907143 (+0.017131943255662918) | > avg_loss_0: 2.2112359404563904 (-0.07655841112136841) | > avg_loss_gen: 2.5265403985977173 (+0.1488226056098938) | > avg_loss_kl: 1.8799783289432526 (+0.02404075860977173) | > avg_loss_feat: 7.99899423122406 (+0.35120999813079834) | > avg_loss_mel: 14.257823705673218 (+0.3800835609436035) | > avg_loss_duration: 1.7876063585281372 (-0.0006850361824035645) | > avg_loss_1: 28.45094394683838 (+0.903472900390625)  > EPOCH: 41/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 20:42:13)   --> TIME: 2025-05-08 20:42:25 -- STEP: 12/725 -- GLOBAL_STEP: 75600 | > loss_disc: 2.0900862216949463 (2.1500853896141052) | > loss_disc_real_0: 0.09128688275814056 (0.13221083457271257) | > loss_disc_real_1: 0.2311549186706543 (0.19493678460518518) | > loss_disc_real_2: 0.2039003074169159 (0.18730350335439047) | > loss_disc_real_3: 0.22505082190036774 (0.19672693436344466) | > loss_disc_real_4: 0.18835356831550598 (0.19328320771455765) | > loss_disc_real_5: 0.16432532668113708 (0.2005645160873731) | > loss_0: 2.0900862216949463 (2.1500853896141052) | > grad_norm_0: tensor(11.3785, device='cuda:0') (tensor(32.1098, device='cuda:0')) | > loss_gen: 2.9009909629821777 (2.82929935057958) | > loss_kl: 1.7684067487716675 (1.7651017606258392) | > loss_feat: 9.637993812561035 (8.522316018740336) | > loss_mel: 15.126238822937012 (14.082858085632324) | > loss_duration: 1.7758238315582275 (1.7399178544680278) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.209453582763672 (28.93949317932129) | > grad_norm_1: tensor(741.1992, device='cuda:0') (tensor(833.9951, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8408 (0.8337299625078837) | > loader_time: 0.0089 (0.010452548662821451)  --> TIME: 2025-05-08 20:43:08 -- STEP: 62/725 -- GLOBAL_STEP: 75650 | > loss_disc: 2.2412197589874268 (2.2165150796213458) | > loss_disc_real_0: 0.1896595060825348 (0.14357672030887297) | > loss_disc_real_1: 0.1909821480512619 (0.19659671644049306) | > loss_disc_real_2: 0.19117671251296997 (0.19248947405046032) | > loss_disc_real_3: 0.18221476674079895 (0.1998516470193863) | > loss_disc_real_4: 0.17094771564006805 (0.19649104221213248) | > loss_disc_real_5: 0.17608903348445892 (0.2006998566850539) | > loss_0: 2.2412197589874268 (2.2165150796213458) | > grad_norm_0: tensor(21.1587, device='cuda:0') (tensor(28.4815, device='cuda:0')) | > loss_gen: 2.638310670852661 (2.7531563658868112) | > loss_kl: 1.6566959619522095 (1.7739275732348043) | > loss_feat: 8.23559284210205 (8.21597916849198) | > loss_mel: 14.160847663879395 (13.757642822880898) | > loss_duration: 1.7884156703948975 (1.7310311275143777) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.4798641204834 (28.231737198368197) | > grad_norm_1: tensor(752.3184, device='cuda:0') (tensor(695.3876, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8809 (0.8493646844740836) | > loader_time: 0.0099 (0.010536593775595389)  --> TIME: 2025-05-08 20:43:52 -- STEP: 112/725 -- GLOBAL_STEP: 75700 | > loss_disc: 2.258559226989746 (2.218085280486515) | > loss_disc_real_0: 0.11685533821582794 (0.14337751961180142) | > loss_disc_real_1: 0.1952497810125351 (0.19659434232328618) | > loss_disc_real_2: 0.2121562659740448 (0.19277590553143195) | > loss_disc_real_3: 0.2211931049823761 (0.20023065818739788) | > loss_disc_real_4: 0.1481754183769226 (0.1966201849281788) | > loss_disc_real_5: 0.2159157246351242 (0.19943641565207923) | > loss_0: 2.258559226989746 (2.218085280486515) | > grad_norm_0: tensor(13.2131, device='cuda:0') (tensor(30.9455, device='cuda:0')) | > loss_gen: 2.6736888885498047 (2.7717794456652234) | > loss_kl: 1.7928534746170044 (1.785863911466939) | > loss_feat: 8.613534927368164 (8.298495399100437) | > loss_mel: 14.384106636047363 (13.867139969553266) | > loss_duration: 1.7386691570281982 (1.7351484383855547) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.202852249145508 (28.45842719078064) | > grad_norm_1: tensor(624.4384, device='cuda:0') (tensor(730.4047, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8109 (0.8517823943070003) | > loader_time: 0.0108 (0.01065656755651746)  --> TIME: 2025-05-08 20:44:35 -- STEP: 162/725 -- GLOBAL_STEP: 75750 | > loss_disc: 2.2224838733673096 (2.211251219113667) | > loss_disc_real_0: 0.12375609576702118 (0.140151839611339) | > loss_disc_real_1: 0.213327094912529 (0.19605987611008283) | > loss_disc_real_2: 0.19423435628414154 (0.19268242297349153) | > loss_disc_real_3: 0.21124260127544403 (0.2001662745519921) | > loss_disc_real_4: 0.21008658409118652 (0.19739942418204412) | > loss_disc_real_5: 0.24018695950508118 (0.19976591686775655) | > loss_0: 2.2224838733673096 (2.211251219113667) | > grad_norm_0: tensor(33.6148, device='cuda:0') (tensor(30.3579, device='cuda:0')) | > loss_gen: 2.796527862548828 (2.7717969388137624) | > loss_kl: 1.7709906101226807 (1.7804003615438202) | > loss_feat: 8.091115951538086 (8.30887669398461) | > loss_mel: 13.935859680175781 (13.844569017857681) | > loss_duration: 1.7111694812774658 (1.7376052332513126) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.3056640625 (28.443248277829017) | > grad_norm_1: tensor(994.5379, device='cuda:0') (tensor(765.2170, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8134 (0.8494797783133424) | > loader_time: 0.0116 (0.010625622890613695)  --> TIME: 2025-05-08 20:45:18 -- STEP: 212/725 -- GLOBAL_STEP: 75800 | > loss_disc: 2.1295478343963623 (2.207651535295091) | > loss_disc_real_0: 0.06919874250888824 (0.13868849661271523) | > loss_disc_real_1: 0.18234895169734955 (0.1955252584280833) | > loss_disc_real_2: 0.1979084610939026 (0.19239163462002318) | > loss_disc_real_3: 0.19319018721580505 (0.20067874475751285) | > loss_disc_real_4: 0.2077755630016327 (0.19699650166450805) | > loss_disc_real_5: 0.14474627375602722 (0.19976220701663) | > loss_0: 2.1295478343963623 (2.207651535295091) | > grad_norm_0: tensor(20.9505, device='cuda:0') (tensor(31.5094, device='cuda:0')) | > loss_gen: 2.8289215564727783 (2.7765255086826834) | > loss_kl: 1.712179183959961 (1.7729621523956083) | > loss_feat: 9.082097053527832 (8.323813532883262) | > loss_mel: 13.995199203491211 (13.808784259940094) | > loss_duration: 1.7282886505126953 (1.7379985620390694) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.3466854095459 (28.420084026624572) | > grad_norm_1: tensor(746.5679, device='cuda:0') (tensor(749.1857, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8591 (0.8500805384707901) | > loader_time: 0.0099 (0.010651696403071563)  --> TIME: 2025-05-08 20:46:02 -- STEP: 262/725 -- GLOBAL_STEP: 75850 | > loss_disc: 1.9623944759368896 (2.207281678687526) | > loss_disc_real_0: 0.07556384056806564 (0.1394885817955013) | > loss_disc_real_1: 0.20821818709373474 (0.1956174106884549) | > loss_disc_real_2: 0.17097671329975128 (0.19203128688435514) | > loss_disc_real_3: 0.20397640764713287 (0.2007431411788664) | > loss_disc_real_4: 0.1749902367591858 (0.1968350847827569) | > loss_disc_real_5: 0.181805819272995 (0.20044944776606016) | > loss_0: 1.9623944759368896 (2.207281678687526) | > grad_norm_0: tensor(12.9052, device='cuda:0') (tensor(31.3592, device='cuda:0')) | > loss_gen: 3.137533187866211 (2.7758834698728028) | > loss_kl: 1.8947473764419556 (1.776916994393327) | > loss_feat: 10.349785804748535 (8.318421997186793) | > loss_mel: 15.574371337890625 (13.808500096998142) | > loss_duration: 1.7216854095458984 (1.7401877264030108) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.678123474121094 (28.419910299868985) | > grad_norm_1: tensor(669.6629, device='cuda:0') (tensor(756.0254, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8772 (0.8504592052852834) | > loader_time: 0.0108 (0.010588030778724727)  --> TIME: 2025-05-08 20:46:44 -- STEP: 312/725 -- GLOBAL_STEP: 75900 | > loss_disc: 2.2850234508514404 (2.210491812381989) | > loss_disc_real_0: 0.1285209357738495 (0.13922094033123592) | > loss_disc_real_1: 0.18222357332706451 (0.19565205696301574) | > loss_disc_real_2: 0.17238961160182953 (0.1923149369465999) | > loss_disc_real_3: 0.22382502257823944 (0.20082101025260415) | > loss_disc_real_4: 0.19921469688415527 (0.19728326797485357) | > loss_disc_real_5: 0.20941640436649323 (0.20059371405305013) | > loss_0: 2.2850234508514404 (2.210491812381989) | > grad_norm_0: tensor(23.5278, device='cuda:0') (tensor(31.2365, device='cuda:0')) | > loss_gen: 2.650040626525879 (2.774151097505522) | > loss_kl: 1.5902893543243408 (1.7777014328883245) | > loss_feat: 8.380035400390625 (8.309345671763788) | > loss_mel: 13.653745651245117 (13.812707858207899) | > loss_duration: 1.72165048122406 (1.7389944176643322) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.995759963989258 (28.41290050286513) | > grad_norm_1: tensor(960.9237, device='cuda:0') (tensor(757.6696, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8195 (0.8491246302922567) | > loader_time: 0.0099 (0.010539777003801785)  --> TIME: 2025-05-08 20:47:28 -- STEP: 362/725 -- GLOBAL_STEP: 75950 | > loss_disc: 2.1184682846069336 (2.2058739494223607) | > loss_disc_real_0: 0.07979153841733932 (0.13749513156629734) | > loss_disc_real_1: 0.2132740318775177 (0.19563038873573685) | > loss_disc_real_2: 0.19367609918117523 (0.1923894319498077) | > loss_disc_real_3: 0.18898144364356995 (0.20065059706321742) | > loss_disc_real_4: 0.19709831476211548 (0.19730968637525706) | > loss_disc_real_5: 0.1861441433429718 (0.20010997680175377) | > loss_0: 2.1184682846069336 (2.2058739494223607) | > grad_norm_0: tensor(22.1950, device='cuda:0') (tensor(31.3501, device='cuda:0')) | > loss_gen: 2.882143497467041 (2.7797547697362344) | > loss_kl: 1.849735140800476 (1.778237458092073) | > loss_feat: 8.901191711425781 (8.337242814058756) | > loss_mel: 15.066343307495117 (13.823790386895448) | > loss_duration: 1.6908034086227417 (1.7371580146294272) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.390216827392578 (28.456183517835417) | > grad_norm_1: tensor(928.8697, device='cuda:0') (tensor(758.0258, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8432 (0.8493139460600542) | > loader_time: 0.0101 (0.010530139859868682)  --> TIME: 2025-05-08 20:48:11 -- STEP: 412/725 -- GLOBAL_STEP: 76000 | > loss_disc: 2.359714984893799 (2.204420128204289) | > loss_disc_real_0: 0.099971704185009 (0.13624947407798277) | > loss_disc_real_1: 0.20545150339603424 (0.19556323095288083) | > loss_disc_real_2: 0.186151385307312 (0.19232466643296392) | > loss_disc_real_3: 0.2147790789604187 (0.2007105818144905) | > loss_disc_real_4: 0.2278386354446411 (0.19781154104806845) | > loss_disc_real_5: 0.1644401103258133 (0.2000975528171341) | > loss_0: 2.359714984893799 (2.204420128204289) | > grad_norm_0: tensor(19.0357, device='cuda:0') (tensor(31.0133, device='cuda:0')) | > loss_gen: 2.448377847671509 (2.779398861440641) | > loss_kl: 1.6810020208358765 (1.778529158784348) | > loss_feat: 7.529958248138428 (8.335744470068553) | > loss_mel: 13.263636589050293 (13.816213686489364) | > loss_duration: 1.7340131998062134 (1.7374512556108457) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.6569881439209 (28.4473375163032) | > grad_norm_1: tensor(663.1733, device='cuda:0') (tensor(768.9437, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8359 (0.8485803789305455) | > loader_time: 0.0099 (0.010513203236663233) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_76000.pth  --> TIME: 2025-05-08 20:48:56 -- STEP: 462/725 -- GLOBAL_STEP: 76050 | > loss_disc: 2.269110679626465 (2.2058597434134692) | > loss_disc_real_0: 0.1469196230173111 (0.1361636217215876) | > loss_disc_real_1: 0.19738955795764923 (0.19588309178104643) | > loss_disc_real_2: 0.23080091178417206 (0.19258916745712223) | > loss_disc_real_3: 0.2018304467201233 (0.20080741691640963) | > loss_disc_real_4: 0.18923304975032806 (0.19780939256216024) | > loss_disc_real_5: 0.21122103929519653 (0.2006311774963425) | > loss_0: 2.269110679626465 (2.2058597434134692) | > grad_norm_0: tensor(66.2191, device='cuda:0') (tensor(31.2733, device='cuda:0')) | > loss_gen: 2.6312358379364014 (2.7780491603917383) | > loss_kl: 1.639470100402832 (1.7757923355350247) | > loss_feat: 8.764079093933105 (8.335940573638652) | > loss_mel: 14.25748062133789 (13.830220016050133) | > loss_duration: 1.771239995956421 (1.7374739223744446) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.063505172729492 (28.45747605856363) | > grad_norm_1: tensor(1114.6880, device='cuda:0') (tensor(782.0770, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.7891 (0.8483292602357411) | > loader_time: 0.0099 (0.010512469134805528)  --> TIME: 2025-05-08 20:49:40 -- STEP: 512/725 -- GLOBAL_STEP: 76100 | > loss_disc: 1.974334955215454 (2.204509817762299) | > loss_disc_real_0: 0.11083194613456726 (0.1354166938544949) | > loss_disc_real_1: 0.18051119148731232 (0.1961238799267448) | > loss_disc_real_2: 0.19150491058826447 (0.19263155999942677) | > loss_disc_real_3: 0.1651279479265213 (0.20066910525201823) | > loss_disc_real_4: 0.17200668156147003 (0.19794199606985785) | > loss_disc_real_5: 0.19355323910713196 (0.2005248983041384) | > loss_0: 1.974334955215454 (2.204509817762299) | > grad_norm_0: tensor(21.2001, device='cuda:0') (tensor(31.1523, device='cuda:0')) | > loss_gen: 3.0337746143341064 (2.7815052596852192) | > loss_kl: 1.7116094827651978 (1.7767537902109325) | > loss_feat: 9.494280815124512 (8.340429528616369) | > loss_mel: 15.354962348937988 (13.837580597028136) | > loss_duration: 1.70039963722229 (1.7378080890048295) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.295026779174805 (28.47407729178667) | > grad_norm_1: tensor(722.4377, device='cuda:0') (tensor(774.7576, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 1.3136 (0.849088367074728) | > loader_time: 0.0103 (0.010512182489037519)  --> TIME: 2025-05-08 20:50:23 -- STEP: 562/725 -- GLOBAL_STEP: 76150 | > loss_disc: 2.029571533203125 (2.2026333170429218) | > loss_disc_real_0: 0.10135581344366074 (0.13469348605258183) | > loss_disc_real_1: 0.17867249250411987 (0.19599631097287043) | > loss_disc_real_2: 0.18355117738246918 (0.1925812246695531) | > loss_disc_real_3: 0.18095794320106506 (0.2004876437719606) | > loss_disc_real_4: 0.1777217835187912 (0.19785925247491046) | > loss_disc_real_5: 0.16326136887073517 (0.20057660153009718) | > loss_0: 2.029571533203125 (2.2026333170429218) | > grad_norm_0: tensor(19.1940, device='cuda:0') (tensor(31.5181, device='cuda:0')) | > loss_gen: 2.896371364593506 (2.784248175994358) | > loss_kl: 1.9504225254058838 (1.7822235549047751) | > loss_feat: 9.384434700012207 (8.354148993712727) | > loss_mel: 15.398962020874023 (13.847851648025241) | > loss_duration: 1.705199956893921 (1.7377364334262562) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.335390090942383 (28.506208816881294) | > grad_norm_1: tensor(859.0153, device='cuda:0') (tensor(780.8065, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8809 (0.8495628910132574) | > loader_time: 0.0121 (0.010520572764169284)  --> TIME: 2025-05-08 20:51:06 -- STEP: 612/725 -- GLOBAL_STEP: 76200 | > loss_disc: 2.1420412063598633 (2.203957569949764) | > loss_disc_real_0: 0.08583547174930573 (0.13519417613842127) | > loss_disc_real_1: 0.17658407986164093 (0.19641595557818997) | > loss_disc_real_2: 0.19768081605434418 (0.1927367527208296) | > loss_disc_real_3: 0.22162434458732605 (0.20053524665193612) | > loss_disc_real_4: 0.1871059089899063 (0.19774511332313216) | > loss_disc_real_5: 0.21195454895496368 (0.20064408814205842) | > loss_0: 2.1420412063598633 (2.203957569949764) | > grad_norm_0: tensor(19.7427, device='cuda:0') (tensor(31.9363, device='cuda:0')) | > loss_gen: 2.7762451171875 (2.7855638927883573) | > loss_kl: 1.9073673486709595 (1.7871720196764453) | > loss_feat: 9.02181625366211 (8.366744621906403) | > loss_mel: 13.875114440917969 (13.861805727279265) | > loss_duration: 1.6722526550292969 (1.7375527454747095) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.252796173095703 (28.53883903166828) | > grad_norm_1: tensor(594.6354, device='cuda:0') (tensor(778.7369, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8198 (0.8494278087335478) | > loader_time: 0.0091 (0.010526364535288105)  --> TIME: 2025-05-08 20:51:49 -- STEP: 662/725 -- GLOBAL_STEP: 76250 | > loss_disc: 2.2993204593658447 (2.20560104411174) | > loss_disc_real_0: 0.1428777426481247 (0.13539957623152213) | > loss_disc_real_1: 0.20854029059410095 (0.1963182077532087) | > loss_disc_real_2: 0.20380835235118866 (0.19257740428800663) | > loss_disc_real_3: 0.21795222163200378 (0.20066396455390206) | > loss_disc_real_4: 0.19048559665679932 (0.1979458592494448) | > loss_disc_real_5: 0.237750843167305 (0.20104737163400363) | > loss_0: 2.2993204593658447 (2.20560104411174) | > grad_norm_0: tensor(18.4639, device='cuda:0') (tensor(31.7053, device='cuda:0')) | > loss_gen: 2.7095212936401367 (2.7838813037670618) | > loss_kl: 1.7113698720932007 (1.7909308774593733) | > loss_feat: 7.733198642730713 (8.362594521657936) | > loss_mel: 14.14075756072998 (13.865353185244558) | > loss_duration: 1.7567205429077148 (1.7380656891719093) | > amp_scaler: 128.0 (128.96676737160118) | > loss_1: 28.051570892333984 (28.540825601790978) | > grad_norm_1: tensor(716.4041, device='cuda:0') (tensor(776.2507, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8813 (0.8490297405381221) | > loader_time: 0.0101 (0.010528604789803046)  --> TIME: 2025-05-08 20:52:32 -- STEP: 712/725 -- GLOBAL_STEP: 76300 | > loss_disc: 2.167294979095459 (2.204881152745042) | > loss_disc_real_0: 0.13940252363681793 (0.13555262937848828) | > loss_disc_real_1: 0.15436922013759613 (0.19610499885728508) | > loss_disc_real_2: 0.1990155726671219 (0.19249079995945595) | > loss_disc_real_3: 0.2071514129638672 (0.20057997061462876) | > loss_disc_real_4: 0.18651412427425385 (0.19793248212153314) | > loss_disc_real_5: 0.17622654139995575 (0.20100375153961475) | > loss_0: 2.167294979095459 (2.204881152745042) | > grad_norm_0: tensor(32.4549, device='cuda:0') (tensor(31.6976, device='cuda:0')) | > loss_gen: 2.7448911666870117 (2.7850325827518208) | > loss_kl: 1.803524136543274 (1.7887998457705037) | > loss_feat: 7.8278093338012695 (8.370384285958965) | > loss_mel: 13.514060974121094 (13.884346844105238) | > loss_duration: 1.7482454776763916 (1.7376306262913714) | > amp_scaler: 128.0 (128.89887640449436) | > loss_1: 27.638530731201172 (28.566194186049913) | > grad_norm_1: tensor(775.3876, device='cuda:0') (tensor(777.7770, device='cuda:0')) | > current_lr_0: 0.0001989775583408775 | > current_lr_1: 0.0001989775583408775 | > step_time: 0.8063 (0.8488462547237957) | > loader_time: 0.0096 (0.010521930590104532)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2315680980682373 (2.2315680980682373) | > loss_disc_real_0: 0.12711752951145172 (0.12711752951145172) | > loss_disc_real_1: 0.2198127955198288 (0.2198127955198288) | > loss_disc_real_2: 0.18616968393325806 (0.18616968393325806) | > loss_disc_real_3: 0.24102528393268585 (0.24102528393268585) | > loss_disc_real_4: 0.2525865435600281 (0.2525865435600281) | > loss_disc_real_5: 0.2540861666202545 (0.2540861666202545) | > loss_0: 2.2315680980682373 (2.2315680980682373) | > loss_gen: 2.852586030960083 (2.852586030960083) | > loss_kl: 1.8222267627716064 (1.8222267627716064) | > loss_feat: 8.02962875366211 (8.02962875366211) | > loss_mel: 13.772746086120605 (13.772746086120605) | > loss_duration: 1.7139723300933838 (1.7139723300933838) | > loss_1: 28.191160202026367 (28.191160202026367)  --> STEP: 1 | > loss_disc: 2.262538194656372 (2.262538194656372) | > loss_disc_real_0: 0.10829421877861023 (0.10829421877861023) | > loss_disc_real_1: 0.2083524614572525 (0.2083524614572525) | > loss_disc_real_2: 0.2096063494682312 (0.2096063494682312) | > loss_disc_real_3: 0.23208627104759216 (0.23208627104759216) | > loss_disc_real_4: 0.249814972281456 (0.249814972281456) | > loss_disc_real_5: 0.22888828814029694 (0.22888828814029694) | > loss_0: 2.262538194656372 (2.262538194656372) | > loss_gen: 2.666194200515747 (2.666194200515747) | > loss_kl: 1.8172165155410767 (1.8172165155410767) | > loss_feat: 8.284963607788086 (8.284963607788086) | > loss_mel: 14.432046890258789 (14.432046890258789) | > loss_duration: 1.788119912147522 (1.788119912147522) | > loss_1: 28.988542556762695 (28.988542556762695)  --> STEP: 2 | > loss_disc: 2.073976755142212 (2.168257474899292) | > loss_disc_real_0: 0.09232434630393982 (0.10030928254127502) | > loss_disc_real_1: 0.17797811329364777 (0.19316528737545013) | > loss_disc_real_2: 0.17433114349842072 (0.19196874648332596) | > loss_disc_real_3: 0.22112135589122772 (0.22660381346940994) | > loss_disc_real_4: 0.2335098385810852 (0.2416624054312706) | > loss_disc_real_5: 0.23642845451831818 (0.23265837132930756) | > loss_0: 2.073976755142212 (2.168257474899292) | > loss_gen: 2.9130568504333496 (2.7896255254745483) | > loss_kl: 1.9215489625930786 (1.8693827390670776) | > loss_feat: 9.53646183013916 (8.910712718963623) | > loss_mel: 15.869169235229492 (15.15060806274414) | > loss_duration: 1.8245726823806763 (1.8063462972640991) | > loss_1: 32.0648078918457 (30.5266752243042)  --> STEP: 3 | > loss_disc: 2.264662981033325 (2.2003926436106362) | > loss_disc_real_0: 0.12082032114267349 (0.10714629540840785) | > loss_disc_real_1: 0.22086238861083984 (0.20239765445391336) | > loss_disc_real_2: 0.18734435737133026 (0.19042728344599405) | > loss_disc_real_3: 0.22420713305473328 (0.22580491999785104) | > loss_disc_real_4: 0.22358714044094086 (0.23563731710116068) | > loss_disc_real_5: 0.2383117377758026 (0.23454282681147257) | > loss_0: 2.264662981033325 (2.2003926436106362) | > loss_gen: 2.666240692138672 (2.748497247695923) | > loss_kl: 1.7990572452545166 (1.8459409077962239) | > loss_feat: 8.058481216430664 (8.626635551452637) | > loss_mel: 13.655068397521973 (14.652094841003418) | > loss_duration: 1.813006043434143 (1.8085662126541138) | > loss_1: 27.991853713989258 (29.681734720865887)  --> STEP: 4 | > loss_disc: 2.1290698051452637 (2.182561933994293) | > loss_disc_real_0: 0.10990792512893677 (0.10783670283854008) | > loss_disc_real_1: 0.21974708139896393 (0.206735011190176) | > loss_disc_real_2: 0.16892245411872864 (0.1850510761141777) | > loss_disc_real_3: 0.21377654373645782 (0.22279782593250275) | > loss_disc_real_4: 0.23503203690052032 (0.2354859970510006) | > loss_disc_real_5: 0.24072830379009247 (0.23608919605612755) | > loss_0: 2.1290698051452637 (2.182561933994293) | > loss_gen: 2.9050636291503906 (2.78763884305954) | > loss_kl: 1.948638916015625 (1.8716154098510742) | > loss_feat: 8.144530296325684 (8.506109237670898) | > loss_mel: 14.186436653137207 (14.535680294036865) | > loss_duration: 1.738954782485962 (1.7911633551120758) | > loss_1: 28.92362403869629 (29.492207050323486) --> EVAL PERFORMANCE | > avg_loader_time: 0.29518431425094604 (-0.0012164115905761719) | > avg_loss_disc: 2.182561933994293 (-0.028674006462097168) | > avg_loss_disc_real_0: 0.10783670283854008 (-0.025919364765286446) | > avg_loss_disc_real_1: 0.206735011190176 (+0.049035754054784775) | > avg_loss_disc_real_2: 0.1850510761141777 (+0.003155309706926346) | > avg_loss_disc_real_3: 0.22279782593250275 (+0.023059964179992676) | > avg_loss_disc_real_4: 0.2354859970510006 (-0.003545202314853668) | > avg_loss_disc_real_5: 0.23608919605612755 (+0.011645309627056122) | > avg_loss_0: 2.182561933994293 (-0.028674006462097168) | > avg_loss_gen: 2.78763884305954 (+0.2610984444618225) | > avg_loss_kl: 1.8716154098510742 (-0.008362919092178345) | > avg_loss_feat: 8.506109237670898 (+0.5071150064468384) | > avg_loss_mel: 14.535680294036865 (+0.27785658836364746) | > avg_loss_duration: 1.7911633551120758 (+0.0035569965839385986) | > avg_loss_1: 29.492207050323486 (+1.0412631034851074)  > EPOCH: 42/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 20:52:50)   --> TIME: 2025-05-08 20:53:24 -- STEP: 37/725 -- GLOBAL_STEP: 76350 | > loss_disc: 2.1764535903930664 (2.191569853473354) | > loss_disc_real_0: 0.14835317432880402 (0.13448776465815468) | > loss_disc_real_1: 0.1806224286556244 (0.1945424945773305) | > loss_disc_real_2: 0.1794424206018448 (0.1953610375120833) | > loss_disc_real_3: 0.1960524618625641 (0.19702165150964582) | > loss_disc_real_4: 0.17693977057933807 (0.1949558713146158) | > loss_disc_real_5: 0.2093706727027893 (0.19962178372048042) | > loss_0: 2.1764535903930664 (2.191569853473354) | > grad_norm_0: tensor(30.4398, device='cuda:0') (tensor(36.4710, device='cuda:0')) | > loss_gen: 2.803947687149048 (2.8048909934791357) | > loss_kl: 1.8265955448150635 (1.7802728640066612) | > loss_feat: 8.132118225097656 (8.491556128940067) | > loss_mel: 13.357210159301758 (14.157352937234414) | > loss_duration: 1.7373937368392944 (1.7351053953170776) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.85726547241211 (28.969178225543047) | > grad_norm_1: tensor(873.5977, device='cuda:0') (tensor(761.0840, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.87 (0.8463461270203462) | > loader_time: 0.0101 (0.010504613051543365)  --> TIME: 2025-05-08 20:54:07 -- STEP: 87/725 -- GLOBAL_STEP: 76400 | > loss_disc: 2.1978108882904053 (2.189786615042852) | > loss_disc_real_0: 0.19677618145942688 (0.1321199369327775) | > loss_disc_real_1: 0.19941256940364838 (0.19507710532895445) | > loss_disc_real_2: 0.19016413390636444 (0.19223854904887316) | > loss_disc_real_3: 0.1921098679304123 (0.2004268167690299) | > loss_disc_real_4: 0.2126307487487793 (0.19645155109893317) | > loss_disc_real_5: 0.1674923151731491 (0.19953963331792546) | > loss_0: 2.1978108882904053 (2.189786615042852) | > grad_norm_0: tensor(110.4702, device='cuda:0') (tensor(33.5754, device='cuda:0')) | > loss_gen: 3.0913491249084473 (2.7949445055819107) | > loss_kl: 1.760095238685608 (1.776317225105461) | > loss_feat: 10.068215370178223 (8.458292418512807) | > loss_mel: 16.734407424926758 (14.011473633777136) | > loss_duration: 1.7038378715515137 (1.7340032519965336) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.35790252685547 (28.77503092535611) | > grad_norm_1: tensor(927.8214, device='cuda:0') (tensor(841.2573, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8299 (0.8520953134558666) | > loader_time: 0.0117 (0.0106866907799381)  --> TIME: 2025-05-08 20:54:50 -- STEP: 137/725 -- GLOBAL_STEP: 76450 | > loss_disc: 2.072305679321289 (2.1948372847842474) | > loss_disc_real_0: 0.12954992055892944 (0.13483402497359429) | > loss_disc_real_1: 0.18192358314990997 (0.19491586915767975) | > loss_disc_real_2: 0.17612245678901672 (0.1910900146204189) | > loss_disc_real_3: 0.19647908210754395 (0.20039302676263518) | > loss_disc_real_4: 0.19340407848358154 (0.19769439819085338) | > loss_disc_real_5: 0.20849093794822693 (0.2010050176704017) | > loss_0: 2.072305679321289 (2.1948372847842474) | > grad_norm_0: tensor(29.0813, device='cuda:0') (tensor(34.5773, device='cuda:0')) | > loss_gen: 2.9675028324127197 (2.801192515087824) | > loss_kl: 1.8169387578964233 (1.7799044012153236) | > loss_feat: 8.848734855651855 (8.453597556065473) | > loss_mel: 13.338478088378906 (14.003905345053568) | > loss_duration: 1.7249722480773926 (1.730020530902556) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.696624755859375 (28.768620316999673) | > grad_norm_1: tensor(561.0503, device='cuda:0') (tensor(799.8576, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8141 (0.8502033835780012) | > loader_time: 0.0089 (0.010719214042607889)  --> TIME: 2025-05-08 20:55:33 -- STEP: 187/725 -- GLOBAL_STEP: 76500 | > loss_disc: 2.1954233646392822 (2.192230965364426) | > loss_disc_real_0: 0.06899498403072357 (0.13342512026429174) | > loss_disc_real_1: 0.2141556441783905 (0.19520940619675234) | > loss_disc_real_2: 0.20067350566387177 (0.19127849357969626) | > loss_disc_real_3: 0.21583117544651031 (0.20016832091910317) | > loss_disc_real_4: 0.21554087102413177 (0.19800332387819647) | > loss_disc_real_5: 0.1853434294462204 (0.20031348444561262) | > loss_0: 2.1954233646392822 (2.192230965364426) | > grad_norm_0: tensor(43.0058, device='cuda:0') (tensor(34.6662, device='cuda:0')) | > loss_gen: 2.9245669841766357 (2.808727980935001) | > loss_kl: 1.8476618528366089 (1.7814794868071449) | > loss_feat: 10.290369033813477 (8.515686820535104) | > loss_mel: 15.925287246704102 (14.001193179166254) | > loss_duration: 1.7521653175354004 (1.7292806528468818) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.74005126953125 (28.836368040605024) | > grad_norm_1: tensor(1222.0464, device='cuda:0') (tensor(798.3841, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8512 (0.8485692210375944) | > loader_time: 0.0112 (0.010590596632523973)  --> TIME: 2025-05-08 20:56:16 -- STEP: 237/725 -- GLOBAL_STEP: 76550 | > loss_disc: 1.989881992340088 (2.1964645898794815) | > loss_disc_real_0: 0.09590764343738556 (0.13297205731146955) | > loss_disc_real_1: 0.16782350838184357 (0.19534877646824478) | > loss_disc_real_2: 0.19180192053318024 (0.19174650028536594) | > loss_disc_real_3: 0.20032794773578644 (0.2007597969051152) | > loss_disc_real_4: 0.1677464246749878 (0.19813300826378513) | > loss_disc_real_5: 0.21385221183300018 (0.20134723827808712) | > loss_0: 1.989881992340088 (2.1964645898794815) | > grad_norm_0: tensor(46.3437, device='cuda:0') (tensor(34.4072, device='cuda:0')) | > loss_gen: 3.201979875564575 (2.8015636100044743) | > loss_kl: 1.8573509454727173 (1.780647368873725) | > loss_feat: 10.318968772888184 (8.476404357057081) | > loss_mel: 16.44989776611328 (13.972390150722068) | > loss_duration: 1.7056736946105957 (1.7284849223205307) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.533870697021484 (28.759490314918228) | > grad_norm_1: tensor(1026.2979, device='cuda:0') (tensor(796.7230, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8253 (0.8487435483731298) | > loader_time: 0.0098 (0.010565846278194641)  --> TIME: 2025-05-08 20:56:59 -- STEP: 287/725 -- GLOBAL_STEP: 76600 | > loss_disc: 2.2596161365509033 (2.1992665869849066) | > loss_disc_real_0: 0.13216787576675415 (0.1353589316200504) | > loss_disc_real_1: 0.19621942937374115 (0.19547183603982893) | > loss_disc_real_2: 0.1878298670053482 (0.19158632409489537) | > loss_disc_real_3: 0.20005735754966736 (0.20072809599002478) | > loss_disc_real_4: 0.20345719158649445 (0.198681000165823) | > loss_disc_real_5: 0.2298179715871811 (0.20153335198915787) | > loss_0: 2.2596161365509033 (2.1992665869849066) | > grad_norm_0: tensor(28.3784, device='cuda:0') (tensor(34.2134, device='cuda:0')) | > loss_gen: 2.6330487728118896 (2.7945901857435915) | > loss_kl: 1.621771216392517 (1.775962682551208) | > loss_feat: 7.505542755126953 (8.461217453255474) | > loss_mel: 12.892783164978027 (13.941502571105955) | > loss_duration: 1.7640376091003418 (1.7303856449260109) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.41718292236328 (28.703658446202294) | > grad_norm_1: tensor(1121.5153, device='cuda:0') (tensor(811.1264, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8187 (0.8478523214519649) | > loader_time: 0.0097 (0.010530551551526438)  --> TIME: 2025-05-08 20:57:42 -- STEP: 337/725 -- GLOBAL_STEP: 76650 | > loss_disc: 2.046992063522339 (2.1946437397767258) | > loss_disc_real_0: 0.15411701798439026 (0.1340356312515297) | > loss_disc_real_1: 0.16875669360160828 (0.19528157137975502) | > loss_disc_real_2: 0.17326468229293823 (0.19144848537374326) | > loss_disc_real_3: 0.18560829758644104 (0.2004600173464868) | > loss_disc_real_4: 0.17657756805419922 (0.19800023579809714) | > loss_disc_real_5: 0.21881739795207977 (0.2007308828282426) | > loss_0: 2.046992063522339 (2.1946437397767258) | > grad_norm_0: tensor(83.6460, device='cuda:0') (tensor(34.5125, device='cuda:0')) | > loss_gen: 3.1379008293151855 (2.801616243509582) | > loss_kl: 1.8589624166488647 (1.7794476942068038) | > loss_feat: 9.66369915008545 (8.488555952066486) | > loss_mel: 16.25837516784668 (13.93836296772037) | > loss_duration: 1.7163469791412354 (1.7299743784641297) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.635284423828125 (28.73795719882501) | > grad_norm_1: tensor(991.1394, device='cuda:0') (tensor(805.5391, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8735 (0.8474674125807224) | > loader_time: 0.0113 (0.010505291403931753)  --> TIME: 2025-05-08 20:58:25 -- STEP: 387/725 -- GLOBAL_STEP: 76700 | > loss_disc: 2.1049633026123047 (2.1940945503939653) | > loss_disc_real_0: 0.13638854026794434 (0.13372403590215573) | > loss_disc_real_1: 0.2198089361190796 (0.1955160387341675) | > loss_disc_real_2: 0.23158077895641327 (0.19182591340492558) | > loss_disc_real_3: 0.22238968312740326 (0.2003250758161224) | > loss_disc_real_4: 0.18192711472511292 (0.1983480053046569) | > loss_disc_real_5: 0.20766589045524597 (0.20070949512550681) | > loss_0: 2.1049633026123047 (2.1940945503939653) | > grad_norm_0: tensor(42.3394, device='cuda:0') (tensor(34.1969, device='cuda:0')) | > loss_gen: 3.0949134826660156 (2.802054909772652) | > loss_kl: 1.6984338760375977 (1.7819179185601168) | > loss_feat: 8.719318389892578 (8.474986980743799) | > loss_mel: 14.51458740234375 (13.93552735301567) | > loss_duration: 1.8252074718475342 (1.730759787005047) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.852458953857422 (28.725246887798455) | > grad_norm_1: tensor(810.4722, device='cuda:0') (tensor(808.8065, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8524 (0.8471804934262617) | > loader_time: 0.0096 (0.010513021040332417)  --> TIME: 2025-05-08 20:59:08 -- STEP: 437/725 -- GLOBAL_STEP: 76750 | > loss_disc: 2.297220230102539 (2.1935037082611024) | > loss_disc_real_0: 0.13885805010795593 (0.132564205710416) | > loss_disc_real_1: 0.1893438845872879 (0.19549477530016784) | > loss_disc_real_2: 0.21546773612499237 (0.19186371193188556) | > loss_disc_real_3: 0.18679271638393402 (0.2006569500305014) | > loss_disc_real_4: 0.21773114800453186 (0.19843488000759543) | > loss_disc_real_5: 0.23967064917087555 (0.20037359585751105) | > loss_0: 2.297220230102539 (2.1935037082611024) | > grad_norm_0: tensor(43.2094, device='cuda:0') (tensor(34.1317, device='cuda:0')) | > loss_gen: 2.538867950439453 (2.8018096851811536) | > loss_kl: 1.9009671211242676 (1.7848301561255204) | > loss_feat: 7.179848670959473 (8.469879345708357) | > loss_mel: 12.838523864746094 (13.940465560494077) | > loss_duration: 1.6964186429977417 (1.7313168226172229) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.154626846313477 (28.728301517477842) | > grad_norm_1: tensor(293.0749, device='cuda:0') (tensor(804.3324, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8884 (0.8464010258288354) | > loader_time: 0.0098 (0.010478627490779088)  --> TIME: 2025-05-08 20:59:51 -- STEP: 487/725 -- GLOBAL_STEP: 76800 | > loss_disc: 2.4163012504577637 (2.193832841986749) | > loss_disc_real_0: 0.08495310693979263 (0.1326407633752427) | > loss_disc_real_1: 0.19554492831230164 (0.1954154262674908) | > loss_disc_real_2: 0.17943580448627472 (0.19196132874953922) | > loss_disc_real_3: 0.19362707436084747 (0.20053518806762027) | > loss_disc_real_4: 0.1953267753124237 (0.19809333664925435) | > loss_disc_real_5: 0.18340462446212769 (0.20023692673114285) | > loss_0: 2.4163012504577637 (2.193832841986749) | > grad_norm_0: tensor(15.4794, device='cuda:0') (tensor(34.4264, device='cuda:0')) | > loss_gen: 2.443399667739868 (2.7993692455840065) | > loss_kl: 1.7339309453964233 (1.7870566323552532) | > loss_feat: 6.972022533416748 (8.45050057542397) | > loss_mel: 12.155662536621094 (13.921379645502297) | > loss_duration: 1.7462091445922852 (1.732165353988475) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.051223754882812 (28.690471410261775) | > grad_norm_1: tensor(844.4376, device='cuda:0') (tensor(804.9886, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8173 (0.8460923308464539) | > loader_time: 0.0107 (0.010431015026398024)  --> TIME: 2025-05-08 21:00:34 -- STEP: 537/725 -- GLOBAL_STEP: 76850 | > loss_disc: 2.3941495418548584 (2.1961553598471424) | > loss_disc_real_0: 0.18325521051883698 (0.13332059064418697) | > loss_disc_real_1: 0.21241134405136108 (0.1954581801618278) | > loss_disc_real_2: 0.23080387711524963 (0.19213919793871306) | > loss_disc_real_3: 0.22227339446544647 (0.2005035255374855) | > loss_disc_real_4: 0.24007442593574524 (0.19837915986165874) | > loss_disc_real_5: 0.17911142110824585 (0.20067542993933568) | > loss_0: 2.3941495418548584 (2.1961553598471424) | > grad_norm_0: tensor(34.9568, device='cuda:0') (tensor(34.2360, device='cuda:0')) | > loss_gen: 2.3836772441864014 (2.7941628825509133) | > loss_kl: 1.724682331085205 (1.7869213697408608) | > loss_feat: 6.718256950378418 (8.430624533853933) | > loss_mel: 11.001899719238281 (13.896601220526952) | > loss_duration: 1.7688069343566895 (1.7326504542618935) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.597322463989258 (28.640960405658742) | > grad_norm_1: tensor(528.1048, device='cuda:0') (tensor(810.5142, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8364 (0.8462232073814068) | > loader_time: 0.0115 (0.01042295035037249)  --> TIME: 2025-05-08 21:01:17 -- STEP: 587/725 -- GLOBAL_STEP: 76900 | > loss_disc: 2.2101054191589355 (2.19570873401031) | > loss_disc_real_0: 0.13385967910289764 (0.13303599247052084) | > loss_disc_real_1: 0.1905931830406189 (0.19537307844962137) | > loss_disc_real_2: 0.23753902316093445 (0.19232036917132453) | > loss_disc_real_3: 0.184772327542305 (0.20035181964987175) | > loss_disc_real_4: 0.18631799519062042 (0.19845106776365834) | > loss_disc_real_5: 0.17493170499801636 (0.2004300090635046) | > loss_0: 2.2101054191589355 (2.19570873401031) | > grad_norm_0: tensor(29.7670, device='cuda:0') (tensor(34.5309, device='cuda:0')) | > loss_gen: 2.615095853805542 (2.7960172629640687) | > loss_kl: 1.6180419921875 (1.7853531900418882) | > loss_feat: 8.336681365966797 (8.434968733097055) | > loss_mel: 13.108494758605957 (13.897483863050729) | > loss_duration: 1.7162456512451172 (1.73226475878103) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.39455795288086 (28.646087730966585) | > grad_norm_1: tensor(1295.9777, device='cuda:0') (tensor(817.3379, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8495 (0.8457194105729945) | > loader_time: 0.0106 (0.01041581236727193)  --> TIME: 2025-05-08 21:02:00 -- STEP: 637/725 -- GLOBAL_STEP: 76950 | > loss_disc: 2.150087356567383 (2.194984232986366) | > loss_disc_real_0: 0.09645932167768478 (0.13257472891378072) | > loss_disc_real_1: 0.2002658098936081 (0.19552764572565745) | > loss_disc_real_2: 0.17936159670352936 (0.19220019079265271) | > loss_disc_real_3: 0.18759386241436005 (0.20021877520874118) | > loss_disc_real_4: 0.19620423018932343 (0.19848085907134377) | > loss_disc_real_5: 0.22281385958194733 (0.20037758666174002) | > loss_0: 2.150087356567383 (2.194984232986366) | > grad_norm_0: tensor(29.8274, device='cuda:0') (tensor(34.5798, device='cuda:0')) | > loss_gen: 2.90914249420166 (2.7973444794934825) | > loss_kl: 1.7800955772399902 (1.7854640992881738) | > loss_feat: 8.379128456115723 (8.441549164908272) | > loss_mel: 13.748537063598633 (13.909025779137245) | > loss_duration: 1.6974033117294312 (1.731578930955105) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.514305114746094 (28.664962379299855) | > grad_norm_1: tensor(868.6558, device='cuda:0') (tensor(819.2194, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8447 (0.8458428914356082) | > loader_time: 0.0103 (0.010407207524944883)  --> TIME: 2025-05-08 21:02:43 -- STEP: 687/725 -- GLOBAL_STEP: 77000 | > loss_disc: 2.1872963905334473 (2.194792154227455) | > loss_disc_real_0: 0.13844218850135803 (0.1323242288359389) | > loss_disc_real_1: 0.18816380202770233 (0.1955541024605433) | > loss_disc_real_2: 0.1793263554573059 (0.19225078695379152) | > loss_disc_real_3: 0.1724471151828766 (0.20025548722806455) | > loss_disc_real_4: 0.19051209092140198 (0.19858043195118547) | > loss_disc_real_5: 0.19447219371795654 (0.200228224827039) | > loss_0: 2.1872963905334473 (2.194792154227455) | > grad_norm_0: tensor(36.6207, device='cuda:0') (tensor(34.4550, device='cuda:0')) | > loss_gen: 2.885040760040283 (2.7976347473511014) | > loss_kl: 1.688597559928894 (1.78338930284092) | > loss_feat: 8.831260681152344 (8.440908945630554) | > loss_mel: 13.761303901672363 (13.91640933285287) | > loss_duration: 1.735898494720459 (1.7314396114502062) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.902101516723633 (28.669781855620663) | > grad_norm_1: tensor(811.7668, device='cuda:0') (tensor(819.3136, device='cuda:0')) | > current_lr_0: 0.00019895268614608487 | > current_lr_1: 0.00019895268614608487 | > step_time: 0.8775 (0.8453866071576114) | > loader_time: 0.0097 (0.010401336386734739) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_77000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.316769599914551 (2.316769599914551) | > loss_disc_real_0: 0.1308903992176056 (0.1308903992176056) | > loss_disc_real_1: 0.16953244805335999 (0.16953244805335999) | > loss_disc_real_2: 0.29203054308891296 (0.29203054308891296) | > loss_disc_real_3: 0.2024795562028885 (0.2024795562028885) | > loss_disc_real_4: 0.22250090539455414 (0.22250090539455414) | > loss_disc_real_5: 0.2196662575006485 (0.2196662575006485) | > loss_0: 2.316769599914551 (2.316769599914551) | > loss_gen: 2.6014745235443115 (2.6014745235443115) | > loss_kl: 1.933687686920166 (1.933687686920166) | > loss_feat: 8.63099479675293 (8.63099479675293) | > loss_mel: 15.394936561584473 (15.394936561584473) | > loss_duration: 1.7006444931030273 (1.7006444931030273) | > loss_1: 30.261737823486328 (30.261737823486328)  --> STEP: 1 | > loss_disc: 2.393296718597412 (2.393296718597412) | > loss_disc_real_0: 0.17674969136714935 (0.17674969136714935) | > loss_disc_real_1: 0.18119679391384125 (0.18119679391384125) | > loss_disc_real_2: 0.25064244866371155 (0.25064244866371155) | > loss_disc_real_3: 0.19860005378723145 (0.19860005378723145) | > loss_disc_real_4: 0.19671078026294708 (0.19671078026294708) | > loss_disc_real_5: 0.2256028950214386 (0.2256028950214386) | > loss_0: 2.393296718597412 (2.393296718597412) | > loss_gen: 2.3417177200317383 (2.3417177200317383) | > loss_kl: 1.9427752494812012 (1.9427752494812012) | > loss_feat: 6.530145645141602 (6.530145645141602) | > loss_mel: 12.792377471923828 (12.792377471923828) | > loss_duration: 1.773327112197876 (1.773327112197876) | > loss_1: 25.38034439086914 (25.38034439086914)  --> STEP: 2 | > loss_disc: 2.319826364517212 (2.356561541557312) | > loss_disc_real_0: 0.16760285198688507 (0.1721762716770172) | > loss_disc_real_1: 0.16417884826660156 (0.1726878210902214) | > loss_disc_real_2: 0.25107401609420776 (0.25085823237895966) | > loss_disc_real_3: 0.1979840099811554 (0.19829203188419342) | > loss_disc_real_4: 0.20242610573768616 (0.19956844300031662) | > loss_disc_real_5: 0.2036779820919037 (0.21464043855667114) | > loss_0: 2.319826364517212 (2.356561541557312) | > loss_gen: 2.450542688369751 (2.3961302042007446) | > loss_kl: 1.7920563220977783 (1.8674157857894897) | > loss_feat: 7.245791912078857 (6.8879687786102295) | > loss_mel: 13.480629920959473 (13.13650369644165) | > loss_duration: 1.8303096294403076 (1.8018183708190918) | > loss_1: 26.79932975769043 (26.089837074279785)  --> STEP: 3 | > loss_disc: 2.3096771240234375 (2.340933402379354) | > loss_disc_real_0: 0.14404308795928955 (0.162798543771108) | > loss_disc_real_1: 0.17361745238304138 (0.17299769818782806) | > loss_disc_real_2: 0.26493802666664124 (0.2555514971415202) | > loss_disc_real_3: 0.17791709303855896 (0.19150038560231528) | > loss_disc_real_4: 0.21337808668613434 (0.20417165756225586) | > loss_disc_real_5: 0.20730048418045044 (0.2121937870979309) | > loss_0: 2.3096771240234375 (2.340933402379354) | > loss_gen: 2.4156267642974854 (2.4026290575663247) | > loss_kl: 1.965298056602478 (1.900043209393819) | > loss_feat: 7.7081475257873535 (7.1613616943359375) | > loss_mel: 14.249580383300781 (13.507529258728027) | > loss_duration: 1.7942982912063599 (1.799311677614848) | > loss_1: 28.132951736450195 (26.770875295003254)  --> STEP: 4 | > loss_disc: 2.3240151405334473 (2.336703836917877) | > loss_disc_real_0: 0.11947286874055862 (0.15196712501347065) | > loss_disc_real_1: 0.15986822545528412 (0.16971533000469208) | > loss_disc_real_2: 0.2627919614315033 (0.25736161321401596) | > loss_disc_real_3: 0.1830432265996933 (0.18938609585165977) | > loss_disc_real_4: 0.20137450098991394 (0.20347236841917038) | > loss_disc_real_5: 0.1659560352563858 (0.20063434913754463) | > loss_0: 2.3240151405334473 (2.336703836917877) | > loss_gen: 2.284987688064575 (2.3732187151908875) | > loss_kl: 1.8199399709701538 (1.8800173997879028) | > loss_feat: 8.662619590759277 (7.5366761684417725) | > loss_mel: 14.650784492492676 (13.79334306716919) | > loss_duration: 1.7068932056427002 (1.776207059621811) | > loss_1: 29.125225067138672 (27.35946273803711) --> EVAL PERFORMANCE | > avg_loader_time: 0.2909018397331238 (-0.004282474517822266) | > avg_loss_disc: 2.336703836917877 (+0.15414190292358398) | > avg_loss_disc_real_0: 0.15196712501347065 (+0.04413042217493057) | > avg_loss_disc_real_1: 0.16971533000469208 (-0.03701968118548393) | > avg_loss_disc_real_2: 0.25736161321401596 (+0.07231053709983826) | > avg_loss_disc_real_3: 0.18938609585165977 (-0.03341173008084297) | > avg_loss_disc_real_4: 0.20347236841917038 (-0.032013628631830215) | > avg_loss_disc_real_5: 0.20063434913754463 (-0.035454846918582916) | > avg_loss_0: 2.336703836917877 (+0.15414190292358398) | > avg_loss_gen: 2.3732187151908875 (-0.41442012786865234) | > avg_loss_kl: 1.8800173997879028 (+0.008401989936828613) | > avg_loss_feat: 7.5366761684417725 (-0.969433069229126) | > avg_loss_mel: 13.79334306716919 (-0.7423372268676758) | > avg_loss_duration: 1.776207059621811 (-0.014956295490264893) | > avg_loss_1: 27.35946273803711 (-2.132744312286377)  > EPOCH: 43/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 21:03:24)   --> TIME: 2025-05-08 21:03:37 -- STEP: 12/725 -- GLOBAL_STEP: 77050 | > loss_disc: 2.24456787109375 (2.2353678146998086) | > loss_disc_real_0: 0.12082970887422562 (0.13842870108783242) | > loss_disc_real_1: 0.2195473313331604 (0.20043331508835158) | > loss_disc_real_2: 0.2269306182861328 (0.20189263423283896) | > loss_disc_real_3: 0.2035561352968216 (0.19911246870954832) | > loss_disc_real_4: 0.19893686473369598 (0.2022586725652218) | > loss_disc_real_5: 0.18254294991493225 (0.20033042257030806) | > loss_0: 2.24456787109375 (2.2353678146998086) | > grad_norm_0: tensor(30.7358, device='cuda:0') (tensor(30.8072, device='cuda:0')) | > loss_gen: 2.7985739707946777 (2.801037589708964) | > loss_kl: 1.6603071689605713 (1.7439433932304382) | > loss_feat: 8.804229736328125 (8.453967571258545) | > loss_mel: 14.886177062988281 (14.586305618286133) | > loss_duration: 1.7666115760803223 (1.7356061140696208) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.9158992767334 (29.320860385894775) | > grad_norm_1: tensor(1150.8098, device='cuda:0') (tensor(860.5922, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8126 (0.8337448239326477) | > loader_time: 0.0091 (0.009960134824117025)  --> TIME: 2025-05-08 21:04:20 -- STEP: 62/725 -- GLOBAL_STEP: 77100 | > loss_disc: 2.194732189178467 (2.2121674418449397) | > loss_disc_real_0: 0.13509824872016907 (0.13110584200870606) | > loss_disc_real_1: 0.1891569048166275 (0.1991316414167804) | > loss_disc_real_2: 0.18759337067604065 (0.1949266743275427) | > loss_disc_real_3: 0.20602068305015564 (0.20216580936985631) | > loss_disc_real_4: 0.17646272480487823 (0.19957407684095443) | > loss_disc_real_5: 0.23179680109024048 (0.20067433604309637) | > loss_0: 2.194732189178467 (2.2121674418449397) | > grad_norm_0: tensor(39.9770, device='cuda:0') (tensor(34.8643, device='cuda:0')) | > loss_gen: 2.6541130542755127 (2.7769333047251545) | > loss_kl: 1.4979398250579834 (1.7467554057798078) | > loss_feat: 7.8587188720703125 (8.35516350500045) | > loss_mel: 13.88686752319336 (14.041656986359627) | > loss_duration: 1.7825833559036255 (1.7250046768496115) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.68022346496582 (28.645514057528587) | > grad_norm_1: tensor(880.8151, device='cuda:0') (tensor(886.3518, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8406 (0.847740807840901) | > loader_time: 0.0098 (0.010343770827016523)  --> TIME: 2025-05-08 21:05:03 -- STEP: 112/725 -- GLOBAL_STEP: 77150 | > loss_disc: 2.2981808185577393 (2.2021427399345797) | > loss_disc_real_0: 0.19431515038013458 (0.13207272460151995) | > loss_disc_real_1: 0.20220108330249786 (0.19670932367444038) | > loss_disc_real_2: 0.19169946014881134 (0.19306603499821254) | > loss_disc_real_3: 0.19463703036308289 (0.2014753416712795) | > loss_disc_real_4: 0.19444657862186432 (0.19901971532297993) | > loss_disc_real_5: 0.19370326399803162 (0.20062870106526784) | > loss_0: 2.2981808185577393 (2.2021427399345797) | > grad_norm_0: tensor(57.4584, device='cuda:0') (tensor(37.9611, device='cuda:0')) | > loss_gen: 2.7032783031463623 (2.796165008630072) | > loss_kl: 1.6659512519836426 (1.7476928446974074) | > loss_feat: 7.14003324508667 (8.42031225987843) | > loss_mel: 12.340052604675293 (14.007797368935176) | > loss_duration: 1.7271482944488525 (1.7302728806223189) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.57646369934082 (28.70224050113133) | > grad_norm_1: tensor(919.5877, device='cuda:0') (tensor(887.8560, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.83 (0.8478061386517116) | > loader_time: 0.011 (0.010251353893961224)  --> TIME: 2025-05-08 21:05:47 -- STEP: 162/725 -- GLOBAL_STEP: 77200 | > loss_disc: 2.1970436573028564 (2.207068538224254) | > loss_disc_real_0: 0.09515756368637085 (0.1334863999099643) | > loss_disc_real_1: 0.20651160180568695 (0.19680687196460775) | > loss_disc_real_2: 0.19415149092674255 (0.1931279445136035) | > loss_disc_real_3: 0.1868722140789032 (0.20072709447071876) | > loss_disc_real_4: 0.20375962555408478 (0.19969997904550887) | > loss_disc_real_5: 0.20553302764892578 (0.20111898627178168) | > loss_0: 2.1970436573028564 (2.207068538224254) | > grad_norm_0: tensor(31.0135, device='cuda:0') (tensor(37.6224, device='cuda:0')) | > loss_gen: 2.685659885406494 (2.7840215423960757) | > loss_kl: 1.6637356281280518 (1.7643554718406111) | > loss_feat: 7.913091659545898 (8.356530866505187) | > loss_mel: 13.146879196166992 (13.908290527485034) | > loss_duration: 1.7001025676727295 (1.7318740545967475) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.109466552734375 (28.54507243780442) | > grad_norm_1: tensor(656.9973, device='cuda:0') (tensor(891.4574, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8555 (0.8509961896472507) | > loader_time: 0.0118 (0.010306711550112127)  --> TIME: 2025-05-08 21:06:30 -- STEP: 212/725 -- GLOBAL_STEP: 77250 | > loss_disc: 2.176792621612549 (2.1989485795767783) | > loss_disc_real_0: 0.14402486383914948 (0.13137345233896983) | > loss_disc_real_1: 0.1921161562204361 (0.19628584019418036) | > loss_disc_real_2: 0.20495478808879852 (0.19301032415538463) | > loss_disc_real_3: 0.187667578458786 (0.2003897729347337) | > loss_disc_real_4: 0.2211523801088333 (0.1986905854406222) | > loss_disc_real_5: 0.21584968268871307 (0.20058088145166073) | > loss_0: 2.176792621612549 (2.1989485795767783) | > grad_norm_0: tensor(36.9434, device='cuda:0') (tensor(35.7232, device='cuda:0')) | > loss_gen: 2.858191967010498 (2.7982379265551307) | > loss_kl: 1.5540063381195068 (1.7652316391468048) | > loss_feat: 7.672176837921143 (8.425641748140443) | > loss_mel: 12.214974403381348 (13.93586071032398) | > loss_duration: 1.7323671579360962 (1.7324896027457037) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.03171730041504 (28.657461571243573) | > grad_norm_1: tensor(725.0601, device='cuda:0') (tensor(857.8785, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8475 (0.8533951403959742) | > loader_time: 0.01 (0.010371181200135431)  --> TIME: 2025-05-08 21:07:13 -- STEP: 262/725 -- GLOBAL_STEP: 77300 | > loss_disc: 2.339346408843994 (2.193641509263569) | > loss_disc_real_0: 0.1072695255279541 (0.12933166987682107) | > loss_disc_real_1: 0.18977580964565277 (0.19639031105596602) | > loss_disc_real_2: 0.18877337872982025 (0.1927981084880938) | > loss_disc_real_3: 0.1849229782819748 (0.19983239341100664) | > loss_disc_real_4: 0.215424045920372 (0.19886436455577386) | > loss_disc_real_5: 0.21699853241443634 (0.1998237746817465) | > loss_0: 2.339346408843994 (2.193641509263569) | > grad_norm_0: tensor(16.6793, device='cuda:0') (tensor(35.1110, device='cuda:0')) | > loss_gen: 2.4932286739349365 (2.8081686414835114) | > loss_kl: 1.867026448249817 (1.773423322739492) | > loss_feat: 8.580211639404297 (8.454196777052552) | > loss_mel: 14.13427448272705 (13.939316855132125) | > loss_duration: 1.7155050039291382 (1.7337612719026227) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.790246963500977 (28.70886684010047) | > grad_norm_1: tensor(192.9918, device='cuda:0') (tensor(829.5942, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8669 (0.8518910863017308) | > loader_time: 0.0109 (0.010360644973871364)  --> TIME: 2025-05-08 21:07:57 -- STEP: 312/725 -- GLOBAL_STEP: 77350 | > loss_disc: 2.0844764709472656 (2.1923377429827653) | > loss_disc_real_0: 0.13631221652030945 (0.12743280685912714) | > loss_disc_real_1: 0.19130153954029083 (0.19718486218689343) | > loss_disc_real_2: 0.16201400756835938 (0.19280142934085467) | > loss_disc_real_3: 0.19486413896083832 (0.200086915340179) | > loss_disc_real_4: 0.18336951732635498 (0.19899602391972002) | > loss_disc_real_5: 0.2156984508037567 (0.19925675627130732) | > loss_0: 2.0844764709472656 (2.1923377429827653) | > grad_norm_0: tensor(38.4205, device='cuda:0') (tensor(34.4288, device='cuda:0')) | > loss_gen: 2.926006555557251 (2.8110809570703754) | > loss_kl: 1.4718438386917114 (1.7763734830495639) | > loss_feat: 8.815707206726074 (8.463113243763265) | > loss_mel: 14.404868125915527 (13.941881788082615) | > loss_duration: 1.7470266819000244 (1.7335420025464816) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.36545181274414 (28.725991481389755) | > grad_norm_1: tensor(811.9940, device='cuda:0') (tensor(809.9449, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8404 (0.8519292328602228) | > loader_time: 0.0099 (0.01031751357592069)  --> TIME: 2025-05-08 21:08:40 -- STEP: 362/725 -- GLOBAL_STEP: 77400 | > loss_disc: 2.2266969680786133 (2.1918747425079323) | > loss_disc_real_0: 0.12432485073804855 (0.12808867460579815) | > loss_disc_real_1: 0.20337149500846863 (0.19704774746578702) | > loss_disc_real_2: 0.2086893767118454 (0.1923757893192833) | > loss_disc_real_3: 0.20965947210788727 (0.2005009716222299) | > loss_disc_real_4: 0.2314736396074295 (0.19877825031129048) | > loss_disc_real_5: 0.16723154485225677 (0.19928153666014176) | > loss_0: 2.2266969680786133 (2.1918747425079323) | > grad_norm_0: tensor(34.2476, device='cuda:0') (tensor(34.5414, device='cuda:0')) | > loss_gen: 2.7384085655212402 (2.8106870486591413) | > loss_kl: 1.957321047782898 (1.7752136196220778) | > loss_feat: 8.525050163269043 (8.467200549267933) | > loss_mel: 14.61190128326416 (13.952711922029108) | > loss_duration: 1.684722661972046 (1.733074370668738) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.517404556274414 (28.738887497074696) | > grad_norm_1: tensor(635.6279, device='cuda:0') (tensor(808.8022, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8537 (0.8511735332604929) | > loader_time: 0.011 (0.010280817253154944)  --> TIME: 2025-05-08 21:09:23 -- STEP: 412/725 -- GLOBAL_STEP: 77450 | > loss_disc: 2.1644225120544434 (2.1925572411527874) | > loss_disc_real_0: 0.09514181315898895 (0.12857735317055732) | > loss_disc_real_1: 0.19089987874031067 (0.19699570051964047) | > loss_disc_real_2: 0.2133011668920517 (0.19217544913436596) | > loss_disc_real_3: 0.19348189234733582 (0.2005109105946369) | > loss_disc_real_4: 0.22487886250019073 (0.1990620660261044) | > loss_disc_real_5: 0.17781522870063782 (0.19954414748885102) | > loss_0: 2.1644225120544434 (2.1925572411527874) | > grad_norm_0: tensor(28.2536, device='cuda:0') (tensor(34.2810, device='cuda:0')) | > loss_gen: 2.7167112827301025 (2.804197752938688) | > loss_kl: 1.8391038179397583 (1.7824558129588377) | > loss_feat: 8.45085620880127 (8.455235769447778) | > loss_mel: 13.11504077911377 (13.93861623875146) | > loss_duration: 1.7369287014007568 (1.733869315929783) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.858640670776367 (28.71437486167093) | > grad_norm_1: tensor(842.8471, device='cuda:0') (tensor(824.2305, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8491 (0.8503164515911954) | > loader_time: 0.012 (0.010307307960917654)  --> TIME: 2025-05-08 21:10:06 -- STEP: 462/725 -- GLOBAL_STEP: 77500 | > loss_disc: 2.2163093090057373 (2.192251646931551) | > loss_disc_real_0: 0.13894836604595184 (0.1293338409411312) | > loss_disc_real_1: 0.21358582377433777 (0.19654978385993413) | > loss_disc_real_2: 0.1846134215593338 (0.19223670084110064) | > loss_disc_real_3: 0.21713672578334808 (0.20063084734853726) | > loss_disc_real_4: 0.1936008632183075 (0.19859482154443675) | > loss_disc_real_5: 0.23511627316474915 (0.19968959176308151) | > loss_0: 2.2163093090057373 (2.192251646931551) | > grad_norm_0: tensor(13.7959, device='cuda:0') (tensor(34.3130, device='cuda:0')) | > loss_gen: 2.7382025718688965 (2.8048607570268387) | > loss_kl: 1.8095988035202026 (1.7871029137016892) | > loss_feat: 8.511460304260254 (8.476206690718087) | > loss_mel: 14.199950218200684 (13.945449985983053) | > loss_duration: 1.785299301147461 (1.7339107778681304) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.044511795043945 (28.747531122975534) | > grad_norm_1: tensor(1083.3147, device='cuda:0') (tensor(818.0479, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.7902 (0.8501541346182555) | > loader_time: 0.01 (0.010319519352603274)  --> TIME: 2025-05-08 21:10:49 -- STEP: 512/725 -- GLOBAL_STEP: 77550 | > loss_disc: 2.296992063522339 (2.192940481239928) | > loss_disc_real_0: 0.08701511472463608 (0.12913410162582278) | > loss_disc_real_1: 0.1761181503534317 (0.19673863356001675) | > loss_disc_real_2: 0.19524191319942474 (0.19244254953810008) | > loss_disc_real_3: 0.18982915580272675 (0.2007275189098436) | > loss_disc_real_4: 0.19021883606910706 (0.198739990242757) | > loss_disc_real_5: 0.16329661011695862 (0.19970143961836587) | > loss_0: 2.296992063522339 (2.192940481239928) | > grad_norm_0: tensor(18.1464, device='cuda:0') (tensor(34.2181, device='cuda:0')) | > loss_gen: 2.6624438762664795 (2.805224004667253) | > loss_kl: 2.021400213241577 (1.7902729199267924) | > loss_feat: 8.741766929626465 (8.474122069776058) | > loss_mel: 14.064301490783691 (13.950304517522456) | > loss_duration: 1.6887924671173096 (1.7348842269275337) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.1787052154541 (28.754807725548744) | > grad_norm_1: tensor(1013.5909, device='cuda:0') (tensor(812.2234, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.833 (0.8499335488304496) | > loader_time: 0.01 (0.010332602076232439)  --> TIME: 2025-05-08 21:11:33 -- STEP: 562/725 -- GLOBAL_STEP: 77600 | > loss_disc: 2.1053600311279297 (2.1953985913792513) | > loss_disc_real_0: 0.17602606117725372 (0.1294632885021776) | > loss_disc_real_1: 0.16054312884807587 (0.1968891701505278) | > loss_disc_real_2: 0.15643996000289917 (0.19261266492651874) | > loss_disc_real_3: 0.1906583309173584 (0.20074437773418605) | > loss_disc_real_4: 0.1916693150997162 (0.1987629831632686) | > loss_disc_real_5: 0.18093401193618774 (0.200270043493802) | > loss_0: 2.1053600311279297 (2.1953985913792513) | > grad_norm_0: tensor(64.2460, device='cuda:0') (tensor(34.2042, device='cuda:0')) | > loss_gen: 2.9190175533294678 (2.800299154906086) | > loss_kl: 1.7414987087249756 (1.7900327034692323) | > loss_feat: 9.640280723571777 (8.45777540020247) | > loss_mel: 15.306307792663574 (13.956800112944906) | > loss_duration: 1.6923505067825317 (1.7347858452712088) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.299455642700195 (28.739693231005685) | > grad_norm_1: tensor(1033.3252, device='cuda:0') (tensor(821.9650, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.922 (0.8509412753624425) | > loader_time: 0.0102 (0.010318718771069076)  --> TIME: 2025-05-08 21:12:17 -- STEP: 612/725 -- GLOBAL_STEP: 77650 | > loss_disc: 2.183164596557617 (2.196787840595431) | > loss_disc_real_0: 0.13196532428264618 (0.12933310596698439) | > loss_disc_real_1: 0.193632110953331 (0.19717979409238875) | > loss_disc_real_2: 0.2066667228937149 (0.19284275256925162) | > loss_disc_real_3: 0.16198700666427612 (0.20082901656822444) | > loss_disc_real_4: 0.19043047726154327 (0.19879529418216813) | > loss_disc_real_5: 0.1723257303237915 (0.20034630022017777) | > loss_0: 2.183164596557617 (2.196787840595431) | > grad_norm_0: tensor(9.4822, device='cuda:0') (tensor(34.0920, device='cuda:0')) | > loss_gen: 2.769094705581665 (2.7997778732013088) | > loss_kl: 1.9706482887268066 (1.7882496584085077) | > loss_feat: 8.017950057983398 (8.446122160144887) | > loss_mel: 14.524251937866211 (13.947448724235587) | > loss_duration: 1.656769037246704 (1.7346976931188618) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.93871307373047 (28.716296121185902) | > grad_norm_1: tensor(370.8878, device='cuda:0') (tensor(812.7812, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8088 (0.8514718553599193) | > loader_time: 0.0112 (0.01038222336301617)  --> TIME: 2025-05-08 21:12:59 -- STEP: 662/725 -- GLOBAL_STEP: 77700 | > loss_disc: 2.2370903491973877 (2.197553663635541) | > loss_disc_real_0: 0.09386783093214035 (0.1293742199487466) | > loss_disc_real_1: 0.19952864944934845 (0.19721355237449412) | > loss_disc_real_2: 0.19096830487251282 (0.19306195387757447) | > loss_disc_real_3: 0.24323198199272156 (0.20106336881837095) | > loss_disc_real_4: 0.19191189110279083 (0.19908459774947238) | > loss_disc_real_5: 0.18547558784484863 (0.20042068713831399) | > loss_0: 2.2370903491973877 (2.197553663635541) | > grad_norm_0: tensor(19.8175, device='cuda:0') (tensor(34.0038, device='cuda:0')) | > loss_gen: 2.619126081466675 (2.800077213621573) | > loss_kl: 1.7974379062652588 (1.7851542084958978) | > loss_feat: 7.548557281494141 (8.439964665386983) | > loss_mel: 13.284059524536133 (13.942418540712573) | > loss_duration: 1.7522544860839844 (1.7354082818117744) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.001434326171875 (28.70302289922432) | > grad_norm_1: tensor(821.8333, device='cuda:0') (tensor(810.5922, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8769 (0.8509206336070407) | > loader_time: 0.0101 (0.01040640050190814)  --> TIME: 2025-05-08 21:13:43 -- STEP: 712/725 -- GLOBAL_STEP: 77750 | > loss_disc: 2.0102338790893555 (2.196974057327496) | > loss_disc_real_0: 0.09254106879234314 (0.1294982166950371) | > loss_disc_real_1: 0.18351589143276215 (0.19711573133140475) | > loss_disc_real_2: 0.17306293547153473 (0.19285274732313806) | > loss_disc_real_3: 0.19841225445270538 (0.20098184497001464) | > loss_disc_real_4: 0.20386528968811035 (0.19898262864836816) | > loss_disc_real_5: 0.18768587708473206 (0.20046458740750056) | > loss_0: 2.0102338790893555 (2.196974057327496) | > grad_norm_0: tensor(17.5931, device='cuda:0') (tensor(33.9073, device='cuda:0')) | > loss_gen: 2.9917755126953125 (2.799444001042443) | > loss_kl: 1.9189263582229614 (1.783855195125837) | > loss_feat: 9.890973091125488 (8.439924688821444) | > loss_mel: 14.738404273986816 (13.946662874704) | > loss_duration: 1.7560958862304688 (1.7348848735348559) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.296175003051758 (28.704771631219415) | > grad_norm_1: tensor(580.8430, device='cuda:0') (tensor(806.9851, device='cuda:0')) | > current_lr_0: 0.0001989278170603166 | > current_lr_1: 0.0001989278170603166 | > step_time: 0.8235 (0.8506839539897579) | > loader_time: 0.0102 (0.010400529657856804)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2645034790039062 (2.2645034790039062) | > loss_disc_real_0: 0.15158520638942719 (0.15158520638942719) | > loss_disc_real_1: 0.18808726966381073 (0.18808726966381073) | > loss_disc_real_2: 0.16263924539089203 (0.16263924539089203) | > loss_disc_real_3: 0.24057279527187347 (0.24057279527187347) | > loss_disc_real_4: 0.21091265976428986 (0.21091265976428986) | > loss_disc_real_5: 0.2139396071434021 (0.2139396071434021) | > loss_0: 2.2645034790039062 (2.2645034790039062) | > loss_gen: 2.513730049133301 (2.513730049133301) | > loss_kl: 1.9203835725784302 (1.9203835725784302) | > loss_feat: 8.049148559570312 (8.049148559570312) | > loss_mel: 14.218583106994629 (14.218583106994629) | > loss_duration: 1.6982483863830566 (1.6982483863830566) | > loss_1: 28.40009117126465 (28.40009117126465)  --> STEP: 1 | > loss_disc: 2.1002097129821777 (2.1002097129821777) | > loss_disc_real_0: 0.12639299035072327 (0.12639299035072327) | > loss_disc_real_1: 0.1784752607345581 (0.1784752607345581) | > loss_disc_real_2: 0.14231546223163605 (0.14231546223163605) | > loss_disc_real_3: 0.19900506734848022 (0.19900506734848022) | > loss_disc_real_4: 0.23979374766349792 (0.23979374766349792) | > loss_disc_real_5: 0.21333064138889313 (0.21333064138889313) | > loss_0: 2.1002097129821777 (2.1002097129821777) | > loss_gen: 2.7765090465545654 (2.7765090465545654) | > loss_kl: 2.046583890914917 (2.046583890914917) | > loss_feat: 9.4177827835083 (9.4177827835083) | > loss_mel: 15.74678897857666 (15.74678897857666) | > loss_duration: 1.7666146755218506 (1.7666146755218506) | > loss_1: 31.7542781829834 (31.7542781829834)  --> STEP: 2 | > loss_disc: 2.2296230792999268 (2.1649163961410522) | > loss_disc_real_0: 0.17143464088439941 (0.14891381561756134) | > loss_disc_real_1: 0.18810583651065826 (0.18329054862260818) | > loss_disc_real_2: 0.15481939911842346 (0.14856743067502975) | > loss_disc_real_3: 0.20946691930294037 (0.2042359933257103) | > loss_disc_real_4: 0.2277534306049347 (0.2337735891342163) | > loss_disc_real_5: 0.20990239083766937 (0.21161651611328125) | > loss_0: 2.2296230792999268 (2.1649163961410522) | > loss_gen: 2.5674357414245605 (2.671972393989563) | > loss_kl: 1.8563008308410645 (1.9514423608779907) | > loss_feat: 7.840810298919678 (8.62929654121399) | > loss_mel: 13.470132827758789 (14.608460903167725) | > loss_duration: 1.8347896337509155 (1.800702154636383) | > loss_1: 27.569469451904297 (29.661873817443848)  --> STEP: 3 | > loss_disc: 2.10109281539917 (2.1436418692270913) | > loss_disc_real_0: 0.1423816829919815 (0.1467364380757014) | > loss_disc_real_1: 0.17543227970600128 (0.18067112565040588) | > loss_disc_real_2: 0.1425948441028595 (0.14657656848430634) | > loss_disc_real_3: 0.1984976828098297 (0.2023232231537501) | > loss_disc_real_4: 0.20784232020378113 (0.22512983282407126) | > loss_disc_real_5: 0.18506142497062683 (0.20276481906572977) | > loss_0: 2.10109281539917 (2.1436418692270913) | > loss_gen: 2.6765975952148438 (2.6735141277313232) | > loss_kl: 1.7778003215789795 (1.8935616811116536) | > loss_feat: 9.136351585388184 (8.798314889272055) | > loss_mel: 16.08745574951172 (15.101459185282389) | > loss_duration: 1.8028020858764648 (1.8014021317164104) | > loss_1: 31.481006622314453 (30.268251419067383)  --> STEP: 4 | > loss_disc: 2.2326812744140625 (2.1659017205238342) | > loss_disc_real_0: 0.15544211864471436 (0.14891285821795464) | > loss_disc_real_1: 0.19863653182983398 (0.1851624771952629) | > loss_disc_real_2: 0.16268853843212128 (0.15060456097126007) | > loss_disc_real_3: 0.20045801997184753 (0.20185692235827446) | > loss_disc_real_4: 0.19547465443611145 (0.2177160382270813) | > loss_disc_real_5: 0.24173200130462646 (0.21250661462545395) | > loss_0: 2.2326812744140625 (2.1659017205238342) | > loss_gen: 2.558300018310547 (2.644710600376129) | > loss_kl: 2.1064631938934326 (1.9467870593070984) | > loss_feat: 7.5328898429870605 (8.481958627700806) | > loss_mel: 13.95340633392334 (14.814445972442627) | > loss_duration: 1.7248293161392212 (1.782258927822113) | > loss_1: 27.875886917114258 (29.6701602935791) --> EVAL PERFORMANCE | > avg_loader_time: 0.28729742765426636 (-0.003604412078857422) | > avg_loss_disc: 2.1659017205238342 (-0.17080211639404297) | > avg_loss_disc_real_0: 0.14891285821795464 (-0.003054266795516014) | > avg_loss_disc_real_1: 0.1851624771952629 (+0.015447147190570831) | > avg_loss_disc_real_2: 0.15060456097126007 (-0.10675705224275589) | > avg_loss_disc_real_3: 0.20185692235827446 (+0.012470826506614685) | > avg_loss_disc_real_4: 0.2177160382270813 (+0.01424366980791092) | > avg_loss_disc_real_5: 0.21250661462545395 (+0.011872265487909317) | > avg_loss_0: 2.1659017205238342 (-0.17080211639404297) | > avg_loss_gen: 2.644710600376129 (+0.2714918851852417) | > avg_loss_kl: 1.9467870593070984 (+0.06676965951919556) | > avg_loss_feat: 8.481958627700806 (+0.9452824592590332) | > avg_loss_mel: 14.814445972442627 (+1.0211029052734375) | > avg_loss_duration: 1.782258927822113 (+0.006051868200302124) | > avg_loss_1: 29.6701602935791 (+2.310697555541992)  > EPOCH: 44/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 21:14:00)   --> TIME: 2025-05-08 21:14:34 -- STEP: 37/725 -- GLOBAL_STEP: 77800 | > loss_disc: 2.3083863258361816 (2.228873964902516) | > loss_disc_real_0: 0.1412561535835266 (0.14041005397165143) | > loss_disc_real_1: 0.16372989118099213 (0.19743396704261368) | > loss_disc_real_2: 0.18826700747013092 (0.1912713671052778) | > loss_disc_real_3: 0.1819441169500351 (0.20059489317842433) | > loss_disc_real_4: 0.15681074559688568 (0.2000216660467354) | > loss_disc_real_5: 0.1843523234128952 (0.20390125062014605) | > loss_0: 2.3083863258361816 (2.228873964902516) | > grad_norm_0: tensor(51.3074, device='cuda:0') (tensor(36.4953, device='cuda:0')) | > loss_gen: 2.740097999572754 (2.7539368642343054) | > loss_kl: 1.7974863052368164 (1.798934295370772) | > loss_feat: 9.229801177978516 (8.312025611465042) | > loss_mel: 14.726972579956055 (13.893509787482184) | > loss_duration: 1.7175800800323486 (1.7283876489948582) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.211938858032227 (28.486794188215924) | > grad_norm_1: tensor(156.2730, device='cuda:0') (tensor(845.3909, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8506 (0.8468820017737311) | > loader_time: 0.0104 (0.010372780464790963)  --> TIME: 2025-05-08 21:15:17 -- STEP: 87/725 -- GLOBAL_STEP: 77850 | > loss_disc: 2.1975769996643066 (2.2308182867094013) | > loss_disc_real_0: 0.15296123921871185 (0.14390166026764897) | > loss_disc_real_1: 0.21504727005958557 (0.1980077351989417) | > loss_disc_real_2: 0.20821551978588104 (0.1931043609805491) | > loss_disc_real_3: 0.17120304703712463 (0.2002852089788722) | > loss_disc_real_4: 0.1966393142938614 (0.20115396979896502) | > loss_disc_real_5: 0.21780982613563538 (0.20189942470912275) | > loss_0: 2.1975769996643066 (2.2308182867094013) | > grad_norm_0: tensor(32.7635, device='cuda:0') (tensor(31.6639, device='cuda:0')) | > loss_gen: 2.6751515865325928 (2.752716100078891) | > loss_kl: 1.737082839012146 (1.7963744251207374) | > loss_feat: 8.23062801361084 (8.367798394170302) | > loss_mel: 14.282598495483398 (14.015479471491672) | > loss_duration: 1.7041077613830566 (1.7290242896682915) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.629568099975586 (28.661392606537916) | > grad_norm_1: tensor(1075.7455, device='cuda:0') (tensor(741.7220, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8219 (0.8502759906067245) | > loader_time: 0.0133 (0.010648911026702528)  --> TIME: 2025-05-08 21:16:00 -- STEP: 137/725 -- GLOBAL_STEP: 77900 | > loss_disc: 2.161369800567627 (2.2178969052586233) | > loss_disc_real_0: 0.1273708939552307 (0.1405198144434142) | > loss_disc_real_1: 0.19781436026096344 (0.19720093340334227) | > loss_disc_real_2: 0.1625022292137146 (0.1924602988645108) | > loss_disc_real_3: 0.15222229063510895 (0.19972767631937985) | > loss_disc_real_4: 0.19014857709407806 (0.20004149847222072) | > loss_disc_real_5: 0.19787628948688507 (0.200874433900318) | > loss_0: 2.161369800567627 (2.2178969052586233) | > grad_norm_0: tensor(22.9163, device='cuda:0') (tensor(33.1086, device='cuda:0')) | > loss_gen: 2.780094861984253 (2.767579061271501) | > loss_kl: 1.7951252460479736 (1.798018716547611) | > loss_feat: 8.535539627075195 (8.38974285125732) | > loss_mel: 13.291374206542969 (13.97997476758748) | > loss_duration: 1.7266008853912354 (1.7307917462648266) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.128734588623047 (28.666107038511846) | > grad_norm_1: tensor(790.9419, device='cuda:0') (tensor(776.4713, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.814 (0.8497081603447015) | > loader_time: 0.0094 (0.010735934668213782)  --> TIME: 2025-05-08 21:16:44 -- STEP: 187/725 -- GLOBAL_STEP: 77950 | > loss_disc: 2.2374486923217773 (2.2065548399552934) | > loss_disc_real_0: 0.17855289578437805 (0.13704644741221542) | > loss_disc_real_1: 0.184047669172287 (0.1966802437993932) | > loss_disc_real_2: 0.22276851534843445 (0.1922216727771861) | > loss_disc_real_3: 0.20693151652812958 (0.20023431377933618) | > loss_disc_real_4: 0.20496687293052673 (0.19856337501722224) | > loss_disc_real_5: 0.21370983123779297 (0.20010570273361097) | > loss_0: 2.2374486923217773 (2.2065548399552934) | > grad_norm_0: tensor(97.2957, device='cuda:0') (tensor(34.1609, device='cuda:0')) | > loss_gen: 2.845158338546753 (2.7827012551659576) | > loss_kl: 1.8562201261520386 (1.791627026496724) | > loss_feat: 7.382279396057129 (8.425759340990034) | > loss_mel: 13.051433563232422 (14.022952293967181) | > loss_duration: 1.7488659620285034 (1.733119828815766) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.883955001831055 (28.75615959371475) | > grad_norm_1: tensor(878.6578, device='cuda:0') (tensor(806.0737, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8738 (0.8522898717360063) | > loader_time: 0.0122 (0.010742816058072173)  --> TIME: 2025-05-08 21:17:27 -- STEP: 237/725 -- GLOBAL_STEP: 78000 | > loss_disc: 2.1332321166992188 (2.2136749572391747) | > loss_disc_real_0: 0.13287055492401123 (0.13823228736529866) | > loss_disc_real_1: 0.18753567337989807 (0.19702697435260322) | > loss_disc_real_2: 0.17246533930301666 (0.19329044273131005) | > loss_disc_real_3: 0.18090994656085968 (0.20068031681489334) | > loss_disc_real_4: 0.1804579645395279 (0.19870557349945422) | > loss_disc_real_5: 0.1962348222732544 (0.20053620095745917) | > loss_0: 2.1332321166992188 (2.2136749572391747) | > grad_norm_0: tensor(9.7255, device='cuda:0') (tensor(32.4980, device='cuda:0')) | > loss_gen: 2.8690297603607178 (2.7736417995726512) | > loss_kl: 1.8504167795181274 (1.7944553617686663) | > loss_feat: 9.088212966918945 (8.399143106323757) | > loss_mel: 15.203951835632324 (13.991515155582992) | > loss_duration: 1.7173354625701904 (1.7323532964609847) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.728946685791016 (28.691108607038668) | > grad_norm_1: tensor(127.8282, device='cuda:0') (tensor(788.3369, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.795 (0.8520439375301957) | > loader_time: 0.0115 (0.010745383516142636) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_78000.pth  --> TIME: 2025-05-08 21:18:12 -- STEP: 287/725 -- GLOBAL_STEP: 78050 | > loss_disc: 1.9960370063781738 (2.226408363219338) | > loss_disc_real_0: 0.07408248633146286 (0.15292128392264817) | > loss_disc_real_1: 0.2005775272846222 (0.19658563397694964) | > loss_disc_real_2: 0.19010284543037415 (0.19323903919304705) | > loss_disc_real_3: 0.19712643325328827 (0.20059204729799604) | > loss_disc_real_4: 0.1842336803674698 (0.19847163345132554) | > loss_disc_real_5: 0.1891895979642868 (0.20151715115595356) | > loss_0: 1.9960370063781738 (2.226408363219338) | > grad_norm_0: tensor(18.8089, device='cuda:0') (tensor(33.0391, device='cuda:0')) | > loss_gen: 3.001750946044922 (2.7774260193628715) | > loss_kl: 1.7644203901290894 (1.7871839493409267) | > loss_feat: 9.887553215026855 (8.389571620196834) | > loss_mel: 14.99494457244873 (13.98695121326513) | > loss_duration: 1.7410706281661987 (1.733232939284853) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.389739990234375 (28.674365671669566) | > grad_norm_1: tensor(741.1910, device='cuda:0') (tensor(816.4293, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8013 (0.8499559500491578) | > loader_time: 0.0111 (0.010732578483608124)  --> TIME: 2025-05-08 21:18:55 -- STEP: 337/725 -- GLOBAL_STEP: 78100 | > loss_disc: 2.2390758991241455 (2.2204831873981457) | > loss_disc_real_0: 0.08979928493499756 (0.1504889830217341) | > loss_disc_real_1: 0.18689557909965515 (0.19641777169987432) | > loss_disc_real_2: 0.1621333658695221 (0.19236874996023995) | > loss_disc_real_3: 0.20272023975849152 (0.20052610578717384) | > loss_disc_real_4: 0.20519161224365234 (0.19806441063343241) | > loss_disc_real_5: 0.19456474483013153 (0.20102217236329248) | > loss_0: 2.2390758991241455 (2.2204831873981457) | > grad_norm_0: tensor(24.4767, device='cuda:0') (tensor(33.2643, device='cuda:0')) | > loss_gen: 2.5824239253997803 (2.7820237595532697) | > loss_kl: 1.734279990196228 (1.787928129515945) | > loss_feat: 8.370137214660645 (8.409035494490265) | > loss_mel: 14.055197715759277 (13.985095448593004) | > loss_duration: 1.704081654548645 (1.7317592149672243) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.446121215820312 (28.695841995827877) | > grad_norm_1: tensor(367.6799, device='cuda:0') (tensor(829.2935, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.88 (0.8487449902101509) | > loader_time: 0.0099 (0.01071990774364075)  --> TIME: 2025-05-08 21:19:38 -- STEP: 387/725 -- GLOBAL_STEP: 78150 | > loss_disc: 2.242772340774536 (2.218884827246651) | > loss_disc_real_0: 0.12615174055099487 (0.14838477086458707) | > loss_disc_real_1: 0.21852761507034302 (0.19665529380627075) | > loss_disc_real_2: 0.22236327826976776 (0.19255441454183836) | > loss_disc_real_3: 0.18921245634555817 (0.20052957848600014) | > loss_disc_real_4: 0.2132672518491745 (0.19802626493827316) | > loss_disc_real_5: 0.24247139692306519 (0.20085153091477478) | > loss_0: 2.242772340774536 (2.218884827246651) | > grad_norm_0: tensor(32.8255, device='cuda:0') (tensor(34.2821, device='cuda:0')) | > loss_gen: 2.8628180027008057 (2.7846189185938477) | > loss_kl: 1.5536950826644897 (1.7905201317419994) | > loss_feat: 8.486963272094727 (8.40759749129145) | > loss_mel: 14.917661666870117 (13.982868576542659) | > loss_duration: 1.8133915662765503 (1.7312244019767113) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.63452911376953 (28.696829473017413) | > grad_norm_1: tensor(1287.2181, device='cuda:0') (tensor(842.5989, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8526 (0.8479220978049343) | > loader_time: 0.0098 (0.010740385499111438)  --> TIME: 2025-05-08 21:20:21 -- STEP: 437/725 -- GLOBAL_STEP: 78200 | > loss_disc: 2.1652727127075195 (2.2176621233025693) | > loss_disc_real_0: 0.1759299635887146 (0.1469432996411208) | > loss_disc_real_1: 0.1767420917749405 (0.19653524243586126) | > loss_disc_real_2: 0.21643319725990295 (0.1923568570300152) | > loss_disc_real_3: 0.1716408133506775 (0.20055461637420016) | > loss_disc_real_4: 0.19928205013275146 (0.19834127725534637) | > loss_disc_real_5: 0.20955225825309753 (0.20106264918156014) | > loss_0: 2.1652727127075195 (2.2176621233025693) | > grad_norm_0: tensor(58.3330, device='cuda:0') (tensor(34.5045, device='cuda:0')) | > loss_gen: 3.1200122833251953 (2.782997913709767) | > loss_kl: 1.8998098373413086 (1.7933895066891983) | > loss_feat: 8.297144889831543 (8.387666964149041) | > loss_mel: 13.80185317993164 (13.955729842458764) | > loss_duration: 1.7051328420639038 (1.7310219138383323) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.82395362854004 (28.650806090924505) | > grad_norm_1: tensor(837.4501, device='cuda:0') (tensor(854.3045, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8842 (0.8468387066908776) | > loader_time: 0.0118 (0.010742181498616998)  --> TIME: 2025-05-08 21:21:04 -- STEP: 487/725 -- GLOBAL_STEP: 78250 | > loss_disc: 2.2514243125915527 (2.216926479241682) | > loss_disc_real_0: 0.1426740139722824 (0.14559874895508765) | > loss_disc_real_1: 0.20378749072551727 (0.19659614385520657) | > loss_disc_real_2: 0.17116351425647736 (0.19244024454323416) | > loss_disc_real_3: 0.1722806990146637 (0.2004191473554781) | > loss_disc_real_4: 0.1733301281929016 (0.19845727710263686) | > loss_disc_real_5: 0.15443341434001923 (0.20100803116386182) | > loss_0: 2.2514243125915527 (2.216926479241682) | > grad_norm_0: tensor(25.2492, device='cuda:0') (tensor(34.8956, device='cuda:0')) | > loss_gen: 2.7469429969787598 (2.7838179693084966) | > loss_kl: 1.7076166868209839 (1.794400036702166) | > loss_feat: 8.580811500549316 (8.382966494902938) | > loss_mel: 14.429540634155273 (13.952320811684862) | > loss_duration: 1.7143747806549072 (1.731707853458256) | > amp_scaler: 128.0 (128.26283367556465) | > loss_1: 29.179285049438477 (28.645213129094493) | > grad_norm_1: tensor(138.8584, device='cuda:0') (tensor(866.4014, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8159 (0.8477649806216511) | > loader_time: 0.0114 (0.01075507972764283)  --> TIME: 2025-05-08 21:21:47 -- STEP: 537/725 -- GLOBAL_STEP: 78300 | > loss_disc: 2.1995270252227783 (2.2179252617407954) | > loss_disc_real_0: 0.15618737041950226 (0.14553075604959342) | > loss_disc_real_1: 0.22116509079933167 (0.19650720612074857) | > loss_disc_real_2: 0.18853546679019928 (0.19235027843680458) | > loss_disc_real_3: 0.21905992925167084 (0.20063317941720255) | > loss_disc_real_4: 0.1942378729581833 (0.1984883668091932) | > loss_disc_real_5: 0.1813124269247055 (0.2015146798206219) | > loss_0: 2.1995270252227783 (2.2179252617407954) | > grad_norm_0: tensor(17.0440, device='cuda:0') (tensor(34.9830, device='cuda:0')) | > loss_gen: 2.5399982929229736 (2.7815250755466336) | > loss_kl: 1.6017420291900635 (1.794272462304966) | > loss_feat: 8.65184497833252 (8.372742327897909) | > loss_mel: 14.562764167785645 (13.94401150353572) | > loss_duration: 1.7745639085769653 (1.7324619326511577) | > amp_scaler: 128.0 (128.23836126629408) | > loss_1: 29.13091468811035 (28.625013291058817) | > grad_norm_1: tensor(786.3492, device='cuda:0') (tensor(858.3181, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8364 (0.8474609763040665) | > loader_time: 0.0093 (0.010769828959772259)  --> TIME: 2025-05-08 21:22:30 -- STEP: 587/725 -- GLOBAL_STEP: 78350 | > loss_disc: 2.344933271408081 (2.2148875290531076) | > loss_disc_real_0: 0.11976943165063858 (0.14406727583764756) | > loss_disc_real_1: 0.21571390330791473 (0.19644460302906105) | > loss_disc_real_2: 0.18528150022029877 (0.19222434352467777) | > loss_disc_real_3: 0.1832430213689804 (0.20040191305100002) | > loss_disc_real_4: 0.193092480301857 (0.1982241051566662) | > loss_disc_real_5: 0.18245422840118408 (0.20154687564255225) | > loss_0: 2.344933271408081 (2.2148875290531076) | > grad_norm_0: tensor(56.8851, device='cuda:0') (tensor(35.0172, device='cuda:0')) | > loss_gen: 2.4842262268066406 (2.782335019802112) | > loss_kl: 1.9189680814743042 (1.7959796744676424) | > loss_feat: 8.011255264282227 (8.389771995187) | > loss_mel: 13.991419792175293 (13.955006251749431) | > loss_duration: 1.704343557357788 (1.7323899216302616) | > amp_scaler: 128.0 (128.21805792163528) | > loss_1: 28.110212326049805 (28.655482865679602) | > grad_norm_1: tensor(492.3224, device='cuda:0') (tensor(870.0655, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8367 (0.8466585685690983) | > loader_time: 0.0123 (0.010773927227195723)  --> TIME: 2025-05-08 21:23:13 -- STEP: 637/725 -- GLOBAL_STEP: 78400 | > loss_disc: 2.243048906326294 (2.213168924232851) | > loss_disc_real_0: 0.09168421477079391 (0.14299414410391809) | > loss_disc_real_1: 0.2082289159297943 (0.1963890375016809) | > loss_disc_real_2: 0.19175268709659576 (0.19210883062712997) | > loss_disc_real_3: 0.22067329287528992 (0.20053670719102187) | > loss_disc_real_4: 0.19557146728038788 (0.1982370521902477) | > loss_disc_real_5: 0.20872244238853455 (0.20134806427139684) | > loss_0: 2.243048906326294 (2.213168924232851) | > grad_norm_0: tensor(14.0060, device='cuda:0') (tensor(35.2712, device='cuda:0')) | > loss_gen: 2.8052010536193848 (2.7850124005058663) | > loss_kl: 1.9184279441833496 (1.7956335598857287) | > loss_feat: 8.318422317504883 (8.40003165345363) | > loss_mel: 12.97395133972168 (13.960075900917712) | > loss_duration: 1.7056787014007568 (1.7326079399282555) | > amp_scaler: 128.0 (128.20094191522747) | > loss_1: 27.721681594848633 (28.673361468352546) | > grad_norm_1: tensor(633.8870, device='cuda:0') (tensor(873.8677, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8379 (0.846319926964057) | > loader_time: 0.0113 (0.01078389989712174)  --> TIME: 2025-05-08 21:23:56 -- STEP: 687/725 -- GLOBAL_STEP: 78450 | > loss_disc: 2.3373498916625977 (2.2122671166882206) | > loss_disc_real_0: 0.12985371053218842 (0.1420443920687036) | > loss_disc_real_1: 0.1984824538230896 (0.19633411745143584) | > loss_disc_real_2: 0.20331048965454102 (0.19229418258392827) | > loss_disc_real_3: 0.20629779994487762 (0.2005489264144474) | > loss_disc_real_4: 0.17073732614517212 (0.19815939207177669) | > loss_disc_real_5: 0.17422902584075928 (0.20133314549575895) | > loss_0: 2.3373498916625977 (2.2122671166882206) | > grad_norm_0: tensor(29.7004, device='cuda:0') (tensor(35.5443, device='cuda:0')) | > loss_gen: 2.5242648124694824 (2.7862195118372424) | > loss_kl: 1.7859662771224976 (1.795101100874433) | > loss_feat: 8.318827629089355 (8.403708166430597) | > loss_mel: 14.111549377441406 (13.964160527724886) | > loss_duration: 1.747937798500061 (1.7327238980686126) | > amp_scaler: 128.0 (128.18631732168845) | > loss_1: 28.48854637145996 (28.68191320372113) | > grad_norm_1: tensor(1235.3942, device='cuda:0') (tensor(876.2036, device='cuda:0')) | > current_lr_0: 0.00019890295108318404 | > current_lr_1: 0.00019890295108318404 | > step_time: 0.8408 (0.8459124138261547) | > loader_time: 0.0118 (0.010796154430339419)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1263999938964844 (2.1263999938964844) | > loss_disc_real_0: 0.10569445788860321 (0.10569445788860321) | > loss_disc_real_1: 0.16044358909130096 (0.16044358909130096) | > loss_disc_real_2: 0.16958408057689667 (0.16958408057689667) | > loss_disc_real_3: 0.1806681752204895 (0.1806681752204895) | > loss_disc_real_4: 0.1964878886938095 (0.1964878886938095) | > loss_disc_real_5: 0.20554505288600922 (0.20554505288600922) | > loss_0: 2.1263999938964844 (2.1263999938964844) | > loss_gen: 2.5398478507995605 (2.5398478507995605) | > loss_kl: 1.9319398403167725 (1.9319398403167725) | > loss_feat: 9.10058879852295 (9.10058879852295) | > loss_mel: 15.359814643859863 (15.359814643859863) | > loss_duration: 1.7019801139831543 (1.7019801139831543) | > loss_1: 30.634172439575195 (30.634172439575195)  --> STEP: 1 | > loss_disc: 2.2193515300750732 (2.2193515300750732) | > loss_disc_real_0: 0.11208001524209976 (0.11208001524209976) | > loss_disc_real_1: 0.15634919703006744 (0.15634919703006744) | > loss_disc_real_2: 0.18061473965644836 (0.18061473965644836) | > loss_disc_real_3: 0.18003961443901062 (0.18003961443901062) | > loss_disc_real_4: 0.22578164935112 (0.22578164935112) | > loss_disc_real_5: 0.1989709585905075 (0.1989709585905075) | > loss_0: 2.2193515300750732 (2.2193515300750732) | > loss_gen: 2.395662784576416 (2.395662784576416) | > loss_kl: 1.9323993921279907 (1.9323993921279907) | > loss_feat: 8.067069053649902 (8.067069053649902) | > loss_mel: 14.90485954284668 (14.90485954284668) | > loss_duration: 1.7799592018127441 (1.7799592018127441) | > loss_1: 29.07994842529297 (29.07994842529297)  --> STEP: 2 | > loss_disc: 2.123847484588623 (2.171599507331848) | > loss_disc_real_0: 0.1058562621474266 (0.10896813869476318) | > loss_disc_real_1: 0.1517399698495865 (0.15404458343982697) | > loss_disc_real_2: 0.17830242216587067 (0.17945858091115952) | > loss_disc_real_3: 0.17892952263355255 (0.17948456853628159) | > loss_disc_real_4: 0.20723438262939453 (0.21650801599025726) | > loss_disc_real_5: 0.18490926921367645 (0.19194011390209198) | > loss_0: 2.123847484588623 (2.171599507331848) | > loss_gen: 2.4778239727020264 (2.436743378639221) | > loss_kl: 1.9566850662231445 (1.9445422291755676) | > loss_feat: 8.830828666687012 (8.448948860168457) | > loss_mel: 15.825427055358887 (15.365143299102783) | > loss_duration: 1.8184144496917725 (1.7991868257522583) | > loss_1: 30.9091796875 (29.994564056396484)  --> STEP: 3 | > loss_disc: 2.2225069999694824 (2.188568671544393) | > loss_disc_real_0: 0.11670880764722824 (0.1115483616789182) | > loss_disc_real_1: 0.17253653705120087 (0.1602085679769516) | > loss_disc_real_2: 0.18164639174938202 (0.18018785119056702) | > loss_disc_real_3: 0.19405902922153473 (0.18434272209803262) | > loss_disc_real_4: 0.20964442193508148 (0.21422015130519867) | > loss_disc_real_5: 0.19531869888305664 (0.19306630889574686) | > loss_0: 2.2225069999694824 (2.188568671544393) | > loss_gen: 2.439626693725586 (2.4377044836680093) | > loss_kl: 2.1149206161499023 (2.001335024833679) | > loss_feat: 7.7215495109558105 (8.206482410430908) | > loss_mel: 14.418418884277344 (15.04956849416097) | > loss_duration: 1.814382791519165 (1.8042521476745605) | > loss_1: 28.50889778137207 (29.49934196472168)  --> STEP: 4 | > loss_disc: 2.3738608360290527 (2.234891712665558) | > loss_disc_real_0: 0.15529783070087433 (0.12248572893440723) | > loss_disc_real_1: 0.18018101155757904 (0.16520167887210846) | > loss_disc_real_2: 0.18861141800880432 (0.18229374289512634) | > loss_disc_real_3: 0.19745351374149323 (0.18762042000889778) | > loss_disc_real_4: 0.2624790668487549 (0.22628488019108772) | > loss_disc_real_5: 0.21990172564983368 (0.19977516308426857) | > loss_0: 2.3738608360290527 (2.234891712665558) | > loss_gen: 2.3996403217315674 (2.428188443183899) | > loss_kl: 1.9209675788879395 (1.9812431633472443) | > loss_feat: 7.1959333419799805 (7.953845143318176) | > loss_mel: 13.515303611755371 (14.66600227355957) | > loss_duration: 1.7496569156646729 (1.7906033396720886) | > loss_1: 26.781503677368164 (28.8198823928833) --> EVAL PERFORMANCE | > avg_loader_time: 0.2885614037513733 (+0.0012639760971069336) | > avg_loss_disc: 2.234891712665558 (+0.06898999214172363) | > avg_loss_disc_real_0: 0.12248572893440723 (-0.0264271292835474) | > avg_loss_disc_real_1: 0.16520167887210846 (-0.01996079832315445) | > avg_loss_disc_real_2: 0.18229374289512634 (+0.03168918192386627) | > avg_loss_disc_real_3: 0.18762042000889778 (-0.014236502349376678) | > avg_loss_disc_real_4: 0.22628488019108772 (+0.008568841964006424) | > avg_loss_disc_real_5: 0.19977516308426857 (-0.012731451541185379) | > avg_loss_0: 2.234891712665558 (+0.06898999214172363) | > avg_loss_gen: 2.428188443183899 (-0.21652215719223022) | > avg_loss_kl: 1.9812431633472443 (+0.034456104040145874) | > avg_loss_feat: 7.953845143318176 (-0.5281134843826294) | > avg_loss_mel: 14.66600227355957 (-0.14844369888305664) | > avg_loss_duration: 1.7906033396720886 (+0.008344411849975586) | > avg_loss_1: 28.8198823928833 (-0.8502779006958008)  > EPOCH: 45/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 21:24:35)   --> TIME: 2025-05-08 21:24:47 -- STEP: 12/725 -- GLOBAL_STEP: 78500 | > loss_disc: 2.099375009536743 (2.191335678100586) | > loss_disc_real_0: 0.1553056836128235 (0.1293272767215967) | > loss_disc_real_1: 0.1903521567583084 (0.19186442966262499) | > loss_disc_real_2: 0.2329375445842743 (0.18867077057560286) | > loss_disc_real_3: 0.16852064430713654 (0.20266659185290337) | > loss_disc_real_4: 0.18367935717105865 (0.19724456841746965) | > loss_disc_real_5: 0.169461190700531 (0.20893794919053713) | > loss_0: 2.099375009536743 (2.191335678100586) | > grad_norm_0: tensor(35.5213, device='cuda:0') (tensor(34.8088, device='cuda:0')) | > loss_gen: 2.9578685760498047 (2.8038451870282493) | > loss_kl: 1.9018884897232056 (1.859637548526128) | > loss_feat: 9.500845909118652 (8.481675505638123) | > loss_mel: 14.704850196838379 (14.07503867149353) | > loss_duration: 1.7695406675338745 (1.738645335038503) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.83499526977539 (28.958842436472576) | > grad_norm_1: tensor(983.4584, device='cuda:0') (tensor(906.4381, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8341 (0.8346920609474182) | > loader_time: 0.0092 (0.010485430558522543)  --> TIME: 2025-05-08 21:25:31 -- STEP: 62/725 -- GLOBAL_STEP: 78550 | > loss_disc: 2.3831675052642822 (2.211866994057932) | > loss_disc_real_0: 0.08547437936067581 (0.13518703885136113) | > loss_disc_real_1: 0.19160404801368713 (0.19630375528527844) | > loss_disc_real_2: 0.1788671910762787 (0.19258726219977101) | > loss_disc_real_3: 0.2042006105184555 (0.1998802197556342) | > loss_disc_real_4: 0.1900990605354309 (0.19854237523771098) | > loss_disc_real_5: 0.22957943379878998 (0.20256736249692978) | > loss_0: 2.3831675052642822 (2.211866994057932) | > grad_norm_0: tensor(17.0427, device='cuda:0') (tensor(38.0552, device='cuda:0')) | > loss_gen: 2.4807846546173096 (2.7891227468367545) | > loss_kl: 1.5638360977172852 (1.787065496367793) | > loss_feat: 7.941314697265625 (8.378589714727093) | > loss_mel: 13.636783599853516 (13.801664367798836) | > loss_duration: 1.786703109741211 (1.7284338589637511) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.409421920776367 (28.484876140471428) | > grad_norm_1: tensor(656.6681, device='cuda:0') (tensor(770.5389, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8373 (0.8495770846643755) | > loader_time: 0.0136 (0.010985720542169387)  --> TIME: 2025-05-08 21:26:14 -- STEP: 112/725 -- GLOBAL_STEP: 78600 | > loss_disc: 2.2738523483276367 (2.1916629916855266) | > loss_disc_real_0: 0.12604156136512756 (0.12949993697527265) | > loss_disc_real_1: 0.19680771231651306 (0.1951954938205225) | > loss_disc_real_2: 0.19355542957782745 (0.19194191654345819) | > loss_disc_real_3: 0.1873471885919571 (0.2005768052435347) | > loss_disc_real_4: 0.18858617544174194 (0.1976247355341911) | > loss_disc_real_5: 0.20095275342464447 (0.20053766880716598) | > loss_0: 2.2738523483276367 (2.1916629916855266) | > grad_norm_0: tensor(11.9909, device='cuda:0') (tensor(35.0887, device='cuda:0')) | > loss_gen: 2.5938448905944824 (2.8202342646462575) | > loss_kl: 1.5695537328720093 (1.7861280058111464) | > loss_feat: 7.6766462326049805 (8.538907860006608) | > loss_mel: 12.891433715820312 (14.045875123568944) | > loss_duration: 1.7356239557266235 (1.7344908639788628) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.467103958129883 (28.92563612120492) | > grad_norm_1: tensor(790.4524, device='cuda:0') (tensor(759.8395, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8404 (0.8489978419882911) | > loader_time: 0.0124 (0.01108404568263463)  --> TIME: 2025-05-08 21:26:57 -- STEP: 162/725 -- GLOBAL_STEP: 78650 | > loss_disc: 2.248279333114624 (2.185959294254398) | > loss_disc_real_0: 0.0906853973865509 (0.12749539741119492) | > loss_disc_real_1: 0.21052758395671844 (0.19506330502989858) | > loss_disc_real_2: 0.2128763049840927 (0.19227207672816735) | > loss_disc_real_3: 0.19447410106658936 (0.20050350346682985) | > loss_disc_real_4: 0.20336005091667175 (0.1979904270466463) | > loss_disc_real_5: 0.2100663036108017 (0.20002960008971493) | > loss_0: 2.248279333114624 (2.185959294254398) | > grad_norm_0: tensor(36.2576, device='cuda:0') (tensor(35.3075, device='cuda:0')) | > loss_gen: 2.7004940509796143 (2.819799402613698) | > loss_kl: 1.828380823135376 (1.7903169754110737) | > loss_feat: 8.713894844055176 (8.547335433371275) | > loss_mel: 14.745626449584961 (14.063193892255242) | > loss_duration: 1.7039060592651367 (1.7347691574214417) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.692302703857422 (28.955414795581206) | > grad_norm_1: tensor(1191.8071, device='cuda:0') (tensor(797.1284, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.835 (0.8468842270933553) | > loader_time: 0.0116 (0.011064308661001705)  --> TIME: 2025-05-08 21:27:40 -- STEP: 212/725 -- GLOBAL_STEP: 78700 | > loss_disc: 2.3616397380828857 (2.1860099873452814) | > loss_disc_real_0: 0.1610531359910965 (0.127840133366298) | > loss_disc_real_1: 0.21286307275295258 (0.1952070096894256) | > loss_disc_real_2: 0.21797192096710205 (0.19203653053011527) | > loss_disc_real_3: 0.23325422406196594 (0.2000377207713307) | > loss_disc_real_4: 0.23867307603359222 (0.19858785915487218) | > loss_disc_real_5: 0.22455205023288727 (0.20023302368397988) | > loss_0: 2.3616397380828857 (2.1860099873452814) | > grad_norm_0: tensor(38.2176, device='cuda:0') (tensor(35.6332, device='cuda:0')) | > loss_gen: 2.6977665424346924 (2.8146564386925603) | > loss_kl: 1.7429988384246826 (1.7966168989550393) | > loss_feat: 7.542335033416748 (8.531788972188846) | > loss_mel: 12.72400951385498 (14.019713442280608) | > loss_duration: 1.7293977737426758 (1.7345533708356462) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.436508178710938 (28.89732910552115) | > grad_norm_1: tensor(618.4022, device='cuda:0') (tensor(824.5596, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8387 (0.8474533085553153) | > loader_time: 0.0118 (0.011068187794595395)  --> TIME: 2025-05-08 21:28:23 -- STEP: 262/725 -- GLOBAL_STEP: 78750 | > loss_disc: 2.0979955196380615 (2.187725653175179) | > loss_disc_real_0: 0.08739569038152695 (0.12790759163730925) | > loss_disc_real_1: 0.18363624811172485 (0.1952084028766356) | > loss_disc_real_2: 0.16472980380058289 (0.19172777940753757) | > loss_disc_real_3: 0.18777213990688324 (0.20020712428648052) | > loss_disc_real_4: 0.16036377847194672 (0.19872212387223281) | > loss_disc_real_5: 0.19204069674015045 (0.2001364287415534) | > loss_0: 2.0979955196380615 (2.187725653175179) | > grad_norm_0: tensor(37.1574, device='cuda:0') (tensor(35.3972, device='cuda:0')) | > loss_gen: 2.9735805988311768 (2.814814977063477) | > loss_kl: 1.7345073223114014 (1.7929492306163293) | > loss_feat: 9.418749809265137 (8.52313235151859) | > loss_mel: 15.319108009338379 (14.002603079526478) | > loss_duration: 1.70486319065094 (1.7352818896752278) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.15081024169922 (28.86878153386007) | > grad_norm_1: tensor(1168.5731, device='cuda:0') (tensor(821.8633, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8814 (0.8477860161366355) | > loader_time: 0.0101 (0.011067991948309746)  --> TIME: 2025-05-08 21:29:06 -- STEP: 312/725 -- GLOBAL_STEP: 78800 | > loss_disc: 2.2908382415771484 (2.193948476360395) | > loss_disc_real_0: 0.14436006546020508 (0.13009420166221947) | > loss_disc_real_1: 0.18736733496189117 (0.1952575473353649) | > loss_disc_real_2: 0.1973012387752533 (0.19183034488023848) | > loss_disc_real_3: 0.21310704946517944 (0.20067622803915772) | > loss_disc_real_4: 0.2084117829799652 (0.1986760227248455) | > loss_disc_real_5: 0.21002133190631866 (0.20081561498152908) | > loss_0: 2.2908382415771484 (2.193948476360395) | > grad_norm_0: tensor(24.7715, device='cuda:0') (tensor(35.4949, device='cuda:0')) | > loss_gen: 2.7350013256073 (2.8049705869112254) | > loss_kl: 1.8490912914276123 (1.7900993109513552) | > loss_feat: 7.929998874664307 (8.47417741402602) | > loss_mel: 12.837949752807617 (13.946742996191366) | > loss_duration: 1.7395172119140625 (1.7344457407792409) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.091556549072266 (28.750436092034363) | > grad_norm_1: tensor(1080.0677, device='cuda:0') (tensor(826.3314, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8403 (0.8469077929472317) | > loader_time: 0.0109 (0.01109935687138484)  --> TIME: 2025-05-08 21:29:49 -- STEP: 362/725 -- GLOBAL_STEP: 78850 | > loss_disc: 2.2187066078186035 (2.1926381999616473) | > loss_disc_real_0: 0.11007344722747803 (0.1296844919165853) | > loss_disc_real_1: 0.22428160905838013 (0.19511228840983375) | > loss_disc_real_2: 0.19312116503715515 (0.192147996420689) | > loss_disc_real_3: 0.2377321571111679 (0.2006123628652557) | > loss_disc_real_4: 0.17001496255397797 (0.198317127374325) | > loss_disc_real_5: 0.25245028734207153 (0.20100228965941064) | > loss_0: 2.2187066078186035 (2.1926381999616473) | > grad_norm_0: tensor(41.4702, device='cuda:0') (tensor(35.4588, device='cuda:0')) | > loss_gen: 2.8626670837402344 (2.807357324421077) | > loss_kl: 1.9924476146697998 (1.7831686939323805) | > loss_feat: 8.050543785095215 (8.480699311303832) | > loss_mel: 14.082926750183105 (13.978342938818326) | > loss_duration: 1.6654902696609497 (1.733183671756344) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.654077529907227 (28.782752000165907) | > grad_norm_1: tensor(1162.9034, device='cuda:0') (tensor(828.5210, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.852 (0.8468234795891783) | > loader_time: 0.0122 (0.01108880859712211)  --> TIME: 2025-05-08 21:30:32 -- STEP: 412/725 -- GLOBAL_STEP: 78900 | > loss_disc: 2.247025489807129 (2.197317051366696) | > loss_disc_real_0: 0.16812896728515625 (0.13097103786410627) | > loss_disc_real_1: 0.2253410816192627 (0.19553487773225145) | > loss_disc_real_2: 0.16923438012599945 (0.19210394594854519) | > loss_disc_real_3: 0.21006391942501068 (0.2008248656192451) | > loss_disc_real_4: 0.20560188591480255 (0.19868528691020984) | > loss_disc_real_5: 0.2055191844701767 (0.20115581147589737) | > loss_0: 2.247025489807129 (2.197317051366696) | > grad_norm_0: tensor(23.8931, device='cuda:0') (tensor(35.4130, device='cuda:0')) | > loss_gen: 2.792215585708618 (2.8000192376016417) | > loss_kl: 1.6667414903640747 (1.780009880517293) | > loss_feat: 8.432719230651855 (8.454785120139999) | > loss_mel: 13.576883316040039 (13.955592736457158) | > loss_duration: 1.733382225036621 (1.7337527929000485) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.201942443847656 (28.724159819408527) | > grad_norm_1: tensor(928.4731, device='cuda:0') (tensor(827.0839, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8394 (0.8464313583466617) | > loader_time: 0.0114 (0.011111988604647445)  --> TIME: 2025-05-08 21:31:15 -- STEP: 462/725 -- GLOBAL_STEP: 78950 | > loss_disc: 2.0329408645629883 (2.19909633496107) | > loss_disc_real_0: 0.1567719578742981 (0.13137025614289233) | > loss_disc_real_1: 0.17302682995796204 (0.19570263378418884) | > loss_disc_real_2: 0.20673133432865143 (0.19232293695727465) | > loss_disc_real_3: 0.2242274135351181 (0.20107173471352754) | > loss_disc_real_4: 0.2243008315563202 (0.19900204338036576) | > loss_disc_real_5: 0.20607410371303558 (0.200868785478078) | > loss_0: 2.0329408645629883 (2.19909633496107) | > grad_norm_0: tensor(56.9279, device='cuda:0') (tensor(35.1975, device='cuda:0')) | > loss_gen: 3.433009624481201 (2.7987476251858143) | > loss_kl: 1.8369694948196411 (1.7802445945285617) | > loss_feat: 10.552237510681152 (8.441472047335136) | > loss_mel: 16.638587951660156 (13.936545159393575) | > loss_duration: 1.7908167839050293 (1.7339843516741997) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.25162124633789 (28.69099386636313) | > grad_norm_1: tensor(1188.2212, device='cuda:0') (tensor(821.7972, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.7704 (0.8452176366533556) | > loader_time: 0.0097 (0.011129886557013443)  --> TIME: 2025-05-08 21:31:57 -- STEP: 512/725 -- GLOBAL_STEP: 79000 | > loss_disc: 2.3907530307769775 (2.200414624530822) | > loss_disc_real_0: 0.15138129889965057 (0.13175019353366213) | > loss_disc_real_1: 0.18790856003761292 (0.19577289102016948) | > loss_disc_real_2: 0.167800635099411 (0.19232804296188985) | > loss_disc_real_3: 0.1836039125919342 (0.2010675889905542) | > loss_disc_real_4: 0.20307525992393494 (0.19872778371791355) | > loss_disc_real_5: 0.22178702056407928 (0.20086646283743909) | > loss_0: 2.3907530307769775 (2.200414624530822) | > grad_norm_0: tensor(47.9863, device='cuda:0') (tensor(35.2884, device='cuda:0')) | > loss_gen: 2.5468881130218506 (2.7960351724177603) | > loss_kl: 1.861843228340149 (1.778650944819674) | > loss_feat: 8.207963943481445 (8.430351353250433) | > loss_mel: 14.400969505310059 (13.908083537593484) | > loss_duration: 1.692986011505127 (1.7345266295596957) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.710649490356445 (28.647647719830275) | > grad_norm_1: tensor(166.6501, device='cuda:0') (tensor(821.6641, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8459 (0.8445475758053366) | > loader_time: 0.0112 (0.011150801554322244) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_79000.pth  --> TIME: 2025-05-08 21:32:44 -- STEP: 562/725 -- GLOBAL_STEP: 79050 | > loss_disc: 2.0487074851989746 (2.2004956793954786) | > loss_disc_real_0: 0.10450885444879532 (0.13217489414739006) | > loss_disc_real_1: 0.15565438568592072 (0.1955672095254647) | > loss_disc_real_2: 0.16719019412994385 (0.1920990023059353) | > loss_disc_real_3: 0.1618891805410385 (0.20098774389652174) | > loss_disc_real_4: 0.16937515139579773 (0.19849025527035208) | > loss_disc_real_5: 0.23027415573596954 (0.20139620230397307) | > loss_0: 2.0487074851989746 (2.2004956793954786) | > grad_norm_0: tensor(34.5855, device='cuda:0') (tensor(34.8643, device='cuda:0')) | > loss_gen: 3.103719711303711 (2.79364929844052) | > loss_kl: 1.7962040901184082 (1.7807723924358552) | > loss_feat: 9.25136661529541 (8.420300251224274) | > loss_mel: 14.521510124206543 (13.91173856538385) | > loss_duration: 1.7009882926940918 (1.734028984431271) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.373788833618164 (28.640489554490056) | > grad_norm_1: tensor(1115.7169, device='cuda:0') (tensor(819.4397, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.893 (0.8462223069099344) | > loader_time: 0.0099 (0.011159574858234449)  --> TIME: 2025-05-08 21:33:27 -- STEP: 612/725 -- GLOBAL_STEP: 79100 | > loss_disc: 2.188321828842163 (2.1990032022685018) | > loss_disc_real_0: 0.12604796886444092 (0.13236804938954255) | > loss_disc_real_1: 0.1883133053779602 (0.19551218164707318) | > loss_disc_real_2: 0.19417093694210052 (0.19194018268604687) | > loss_disc_real_3: 0.22069254517555237 (0.2009288646962518) | > loss_disc_real_4: 0.19749219715595245 (0.19829578695246589) | > loss_disc_real_5: 0.19860327243804932 (0.20114878143847398) | > loss_0: 2.188321828842163 (2.1990032022685018) | > grad_norm_0: tensor(30.2924, device='cuda:0') (tensor(35.0714, device='cuda:0')) | > loss_gen: 2.744934558868408 (2.7946594065310917) | > loss_kl: 1.5732169151306152 (1.7836067859643432) | > loss_feat: 8.001967430114746 (8.419118685660003) | > loss_mel: 12.83568000793457 (13.905588227938976) | > loss_duration: 1.6499378681182861 (1.7332989770212992) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.805736541748047 (28.636272137461145) | > grad_norm_1: tensor(1037.0317, device='cuda:0') (tensor(825.3127, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8341 (0.8465331524026156) | > loader_time: 0.0112 (0.011189256228652661)  --> TIME: 2025-05-08 21:34:10 -- STEP: 662/725 -- GLOBAL_STEP: 79150 | > loss_disc: 2.047394037246704 (2.200126773100967) | > loss_disc_real_0: 0.06882065534591675 (0.13334122399751672) | > loss_disc_real_1: 0.20181642472743988 (0.19553117618369903) | > loss_disc_real_2: 0.1801806390285492 (0.19194527161715613) | > loss_disc_real_3: 0.18513819575309753 (0.20100996413709904) | > loss_disc_real_4: 0.17692811787128448 (0.19832812341948625) | > loss_disc_real_5: 0.18861664831638336 (0.2010162073409811) | > loss_0: 2.047394037246704 (2.200126773100967) | > grad_norm_0: tensor(22.3705, device='cuda:0') (tensor(35.3036, device='cuda:0')) | > loss_gen: 3.0224714279174805 (2.7955572543907747) | > loss_kl: 1.6996326446533203 (1.7852584705251948) | > loss_feat: 10.200181007385254 (8.418223773604783) | > loss_mel: 14.932027816772461 (13.907156702254829) | > loss_duration: 1.7419519424438477 (1.7337477383656812) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.596263885498047 (28.63994400162711) | > grad_norm_1: tensor(840.8971, device='cuda:0') (tensor(824.0349, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.874 (0.8460777003959583) | > loader_time: 0.0121 (0.011196588101343817)  --> TIME: 2025-05-08 21:34:53 -- STEP: 712/725 -- GLOBAL_STEP: 79200 | > loss_disc: 2.2787632942199707 (2.200014078717555) | > loss_disc_real_0: 0.09693602472543716 (0.132957197699612) | > loss_disc_real_1: 0.18477346003055573 (0.19565721444283302) | > loss_disc_real_2: 0.2029535174369812 (0.19195357687101605) | > loss_disc_real_3: 0.20156458020210266 (0.20095394691975607) | > loss_disc_real_4: 0.1893160492181778 (0.19827224249334124) | > loss_disc_real_5: 0.1731516718864441 (0.20095234931436162) | > loss_0: 2.2787632942199707 (2.200014078717555) | > grad_norm_0: tensor(21.4341, device='cuda:0') (tensor(35.3905, device='cuda:0')) | > loss_gen: 2.5986201763153076 (2.7960677783140984) | > loss_kl: 1.6994078159332275 (1.7866675612631815) | > loss_feat: 8.26484489440918 (8.418878286072369) | > loss_mel: 14.411075592041016 (13.91491873076792) | > loss_duration: 1.7459807395935059 (1.7333540698785468) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.719928741455078 (28.649886498290503) | > grad_norm_1: tensor(824.7971, device='cuda:0') (tensor(828.7153, device='cuda:0')) | > current_lr_0: 0.00019887808821429862 | > current_lr_1: 0.00019887808821429862 | > step_time: 0.8236 (0.8461577882257737) | > loader_time: 0.0101 (0.011201481805758532)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1315109729766846 (2.1315109729766846) | > loss_disc_real_0: 0.11396478861570358 (0.11396478861570358) | > loss_disc_real_1: 0.17062309384346008 (0.17062309384346008) | > loss_disc_real_2: 0.17840179800987244 (0.17840179800987244) | > loss_disc_real_3: 0.23153117299079895 (0.23153117299079895) | > loss_disc_real_4: 0.20353031158447266 (0.20353031158447266) | > loss_disc_real_5: 0.21485857665538788 (0.21485857665538788) | > loss_0: 2.1315109729766846 (2.1315109729766846) | > loss_gen: 2.642343521118164 (2.642343521118164) | > loss_kl: 1.9985350370407104 (1.9985350370407104) | > loss_feat: 8.647431373596191 (8.647431373596191) | > loss_mel: 14.288803100585938 (14.288803100585938) | > loss_duration: 1.6848516464233398 (1.6848516464233398) | > loss_1: 29.261962890625 (29.261962890625)  --> STEP: 1 | > loss_disc: 2.2248659133911133 (2.2248659133911133) | > loss_disc_real_0: 0.1276448667049408 (0.1276448667049408) | > loss_disc_real_1: 0.16765724122524261 (0.16765724122524261) | > loss_disc_real_2: 0.17142806947231293 (0.17142806947231293) | > loss_disc_real_3: 0.240029439330101 (0.240029439330101) | > loss_disc_real_4: 0.2185346931219101 (0.2185346931219101) | > loss_disc_real_5: 0.24457325041294098 (0.24457325041294098) | > loss_0: 2.2248659133911133 (2.2248659133911133) | > loss_gen: 2.5393640995025635 (2.5393640995025635) | > loss_kl: 1.916628360748291 (1.916628360748291) | > loss_feat: 7.427871227264404 (7.427871227264404) | > loss_mel: 13.913111686706543 (13.913111686706543) | > loss_duration: 1.7876765727996826 (1.7876765727996826) | > loss_1: 27.58465003967285 (27.58465003967285)  --> STEP: 2 | > loss_disc: 2.245332717895508 (2.2350993156433105) | > loss_disc_real_0: 0.1491638571023941 (0.13840436190366745) | > loss_disc_real_1: 0.15767532587051392 (0.16266628354787827) | > loss_disc_real_2: 0.1646782010793686 (0.16805313527584076) | > loss_disc_real_3: 0.23780706524848938 (0.2389182522892952) | > loss_disc_real_4: 0.24124808609485626 (0.22989138960838318) | > loss_disc_real_5: 0.25574150681495667 (0.2501573786139488) | > loss_0: 2.245332717895508 (2.2350993156433105) | > loss_gen: 2.57035231590271 (2.5548582077026367) | > loss_kl: 1.875463604927063 (1.896045982837677) | > loss_feat: 7.825344085693359 (7.626607656478882) | > loss_mel: 14.16262149810791 (14.037866592407227) | > loss_duration: 1.8540375232696533 (1.820857048034668) | > loss_1: 28.28782081604004 (27.936235427856445)  --> STEP: 3 | > loss_disc: 2.2026658058166504 (2.2242881457010903) | > loss_disc_real_0: 0.13535809516906738 (0.13738893965880075) | > loss_disc_real_1: 0.16206762194633484 (0.16246672968069711) | > loss_disc_real_2: 0.16809183359146118 (0.1680660347143809) | > loss_disc_real_3: 0.23394830524921417 (0.23726160327593485) | > loss_disc_real_4: 0.23131749033927917 (0.23036675651868185) | > loss_disc_real_5: 0.21785907447338104 (0.23939127723375955) | > loss_0: 2.2026658058166504 (2.2242881457010903) | > loss_gen: 2.6063151359558105 (2.5720105171203613) | > loss_kl: 1.9818295240402222 (1.9246404965718586) | > loss_feat: 8.226924896240234 (7.826713403065999) | > loss_mel: 14.059788703918457 (14.04517396291097) | > loss_duration: 1.8048774003982544 (1.81553049882253) | > loss_1: 28.679737091064453 (28.18406931559245)  --> STEP: 4 | > loss_disc: 2.3184781074523926 (2.247835636138916) | > loss_disc_real_0: 0.12070131301879883 (0.13321703299880028) | > loss_disc_real_1: 0.17526082694530487 (0.16566525399684906) | > loss_disc_real_2: 0.16269877552986145 (0.16672421991825104) | > loss_disc_real_3: 0.22776007652282715 (0.23488622158765793) | > loss_disc_real_4: 0.2177388221025467 (0.22720977291464806) | > loss_disc_real_5: 0.25875332951545715 (0.24423179030418396) | > loss_0: 2.3184781074523926 (2.247835636138916) | > loss_gen: 2.3950440883636475 (2.527768909931183) | > loss_kl: 2.1776559352874756 (1.987894356250763) | > loss_feat: 8.134956359863281 (7.90377414226532) | > loss_mel: 12.951029777526855 (13.771637916564941) | > loss_duration: 1.74327552318573 (1.79746675491333) | > loss_1: 27.401960372924805 (27.988542079925537) --> EVAL PERFORMANCE | > avg_loader_time: 0.2836516499519348 (-0.0049097537994384766) | > avg_loss_disc: 2.247835636138916 (+0.012943923473358154) | > avg_loss_disc_real_0: 0.13321703299880028 (+0.010731304064393044) | > avg_loss_disc_real_1: 0.16566525399684906 (+0.0004635751247406006) | > avg_loss_disc_real_2: 0.16672421991825104 (-0.015569522976875305) | > avg_loss_disc_real_3: 0.23488622158765793 (+0.04726580157876015) | > avg_loss_disc_real_4: 0.22720977291464806 (+0.0009248927235603333) | > avg_loss_disc_real_5: 0.24423179030418396 (+0.04445662721991539) | > avg_loss_0: 2.247835636138916 (+0.012943923473358154) | > avg_loss_gen: 2.527768909931183 (+0.09958046674728394) | > avg_loss_kl: 1.987894356250763 (+0.006651192903518677) | > avg_loss_feat: 7.90377414226532 (-0.050071001052856445) | > avg_loss_mel: 13.771637916564941 (-0.8943643569946289) | > avg_loss_duration: 1.79746675491333 (+0.006863415241241455) | > avg_loss_1: 27.988542079925537 (-0.8313403129577637)  > EPOCH: 46/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 21:35:10)   --> TIME: 2025-05-08 21:35:44 -- STEP: 37/725 -- GLOBAL_STEP: 79250 | > loss_disc: 2.230746030807495 (2.20616327427529) | > loss_disc_real_0: 0.19142065942287445 (0.1423550205858978) | > loss_disc_real_1: 0.18883751332759857 (0.19977578681868477) | > loss_disc_real_2: 0.17780275642871857 (0.1899138773615296) | > loss_disc_real_3: 0.2161361128091812 (0.2026374162854375) | > loss_disc_real_4: 0.1810266226530075 (0.19697573660193265) | > loss_disc_real_5: 0.21484053134918213 (0.19736918807029724) | > loss_0: 2.230746030807495 (2.20616327427529) | > grad_norm_0: tensor(48.9621, device='cuda:0') (tensor(41.7067, device='cuda:0')) | > loss_gen: 2.9552738666534424 (2.8248893892442855) | > loss_kl: 1.7901573181152344 (1.8131382529800002) | > loss_feat: 9.764549255371094 (8.502214264225316) | > loss_mel: 14.817000389099121 (14.228926349330592) | > loss_duration: 1.7294508218765259 (1.7315393686294556) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.056432723999023 (29.100707543862832) | > grad_norm_1: tensor(469.5038, device='cuda:0') (tensor(772.4360, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8564 (0.8475140494269293) | > loader_time: 0.01 (0.010204746916487411)  --> TIME: 2025-05-08 21:36:27 -- STEP: 87/725 -- GLOBAL_STEP: 79300 | > loss_disc: 2.1360886096954346 (2.2055164205616924) | > loss_disc_real_0: 0.13402250409126282 (0.13642315442363423) | > loss_disc_real_1: 0.16827958822250366 (0.198086678981781) | > loss_disc_real_2: 0.1577143669128418 (0.19140502056856268) | > loss_disc_real_3: 0.18221870064735413 (0.2013211863479395) | > loss_disc_real_4: 0.20020170509815216 (0.19792716290758944) | > loss_disc_real_5: 0.23194435238838196 (0.20165075327473125) | > loss_0: 2.1360886096954346 (2.2055164205616924) | > grad_norm_0: tensor(41.9560, device='cuda:0') (tensor(36.5009, device='cuda:0')) | > loss_gen: 2.842291831970215 (2.80057133751354) | > loss_kl: 1.8156768083572388 (1.807640093496476) | > loss_feat: 8.757572174072266 (8.443511557304996) | > loss_mel: 15.22569751739502 (13.958926277599115) | > loss_duration: 1.7127963304519653 (1.734869604823233) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.354036331176758 (28.745518892660908) | > grad_norm_1: tensor(1255.5825, device='cuda:0') (tensor(801.5517, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8286 (0.8481000456316717) | > loader_time: 0.0095 (0.01046384340045096)  --> TIME: 2025-05-08 21:37:10 -- STEP: 137/725 -- GLOBAL_STEP: 79350 | > loss_disc: 2.2611911296844482 (2.2005104983810084) | > loss_disc_real_0: 0.13162130117416382 (0.13336737388676972) | > loss_disc_real_1: 0.20918196439743042 (0.19713702721752388) | > loss_disc_real_2: 0.18619835376739502 (0.19172922385870106) | > loss_disc_real_3: 0.1806837022304535 (0.20084282625330627) | > loss_disc_real_4: 0.20818492770195007 (0.1986768953774097) | > loss_disc_real_5: 0.20723597705364227 (0.20077532366679532) | > loss_0: 2.2611911296844482 (2.2005104983810084) | > grad_norm_0: tensor(28.0465, device='cuda:0') (tensor(35.0465, device='cuda:0')) | > loss_gen: 2.6093413829803467 (2.797413972172424) | > loss_kl: 1.7969169616699219 (1.8033004398763615) | > loss_feat: 7.652677059173584 (8.390144149752429) | > loss_mel: 12.237709999084473 (13.866858607661117) | > loss_duration: 1.7309904098510742 (1.7342512903422336) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.027637481689453 (28.591968494610196) | > grad_norm_1: tensor(781.1477, device='cuda:0') (tensor(812.4443, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8216 (0.8468034702495937) | > loader_time: 0.0103 (0.010379270915567439)  --> TIME: 2025-05-08 21:37:54 -- STEP: 187/725 -- GLOBAL_STEP: 79400 | > loss_disc: 2.262382984161377 (2.199658801848875) | > loss_disc_real_0: 0.13368958234786987 (0.1332112077006045) | > loss_disc_real_1: 0.19113168120384216 (0.1968213228140285) | > loss_disc_real_2: 0.17836828529834747 (0.1915181221012126) | > loss_disc_real_3: 0.18735340237617493 (0.20103726436428848) | > loss_disc_real_4: 0.20238488912582397 (0.1984855450570264) | > loss_disc_real_5: 0.1845177561044693 (0.2005371778884674) | > loss_0: 2.262382984161377 (2.199658801848875) | > grad_norm_0: tensor(15.1848, device='cuda:0') (tensor(36.7124, device='cuda:0')) | > loss_gen: 2.6358447074890137 (2.7959387965380826) | > loss_kl: 2.024831771850586 (1.7914699647515853) | > loss_feat: 8.338729858398438 (8.384917037372286) | > loss_mel: 13.805281639099121 (13.869527719875071) | > loss_duration: 1.7755273580551147 (1.7358706175962233) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.580215454101562 (28.57772424259288) | > grad_norm_1: tensor(951.3196, device='cuda:0') (tensor(851.5795, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8578 (0.8498528794171338) | > loader_time: 0.0101 (0.010342801955931964)  --> TIME: 2025-05-08 21:38:37 -- STEP: 237/725 -- GLOBAL_STEP: 79450 | > loss_disc: 2.1555497646331787 (2.2010512180972195) | > loss_disc_real_0: 0.13129392266273499 (0.13387517150067085) | > loss_disc_real_1: 0.1914571225643158 (0.19665748603987793) | > loss_disc_real_2: 0.18469947576522827 (0.19172376098763594) | > loss_disc_real_3: 0.20921847224235535 (0.20097092485629056) | > loss_disc_real_4: 0.18336425721645355 (0.19868555790764364) | > loss_disc_real_5: 0.1916654407978058 (0.20094153127841308) | > loss_0: 2.1555497646331787 (2.2010512180972195) | > grad_norm_0: tensor(46.8510, device='cuda:0') (tensor(36.8922, device='cuda:0')) | > loss_gen: 3.0290584564208984 (2.791643706052112) | > loss_kl: 1.9017363786697388 (1.79107904233007) | > loss_feat: 8.445921897888184 (8.394480256591683) | > loss_mel: 14.842817306518555 (13.90378447021613) | > loss_duration: 1.7131574153900146 (1.7343146589737903) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.93269157409668 (28.61530221866656) | > grad_norm_1: tensor(725.6407, device='cuda:0') (tensor(867.9991, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8106 (0.8503728456135038) | > loader_time: 0.0094 (0.010409388361097891)  --> TIME: 2025-05-08 21:39:20 -- STEP: 287/725 -- GLOBAL_STEP: 79500 | > loss_disc: 2.117340326309204 (2.2076265579316674) | > loss_disc_real_0: 0.1115373820066452 (0.1344552555929494) | > loss_disc_real_1: 0.20098966360092163 (0.19742827413389485) | > loss_disc_real_2: 0.19117772579193115 (0.19213725273409796) | > loss_disc_real_3: 0.21487270295619965 (0.20116949964068087) | > loss_disc_real_4: 0.18039700388908386 (0.19950842467957672) | > loss_disc_real_5: 0.18508894741535187 (0.20153080342331003) | > loss_0: 2.117340326309204 (2.2076265579316674) | > grad_norm_0: tensor(13.9600, device='cuda:0') (tensor(37.7241, device='cuda:0')) | > loss_gen: 2.8824384212493896 (2.7874685206064362) | > loss_kl: 1.7402350902557373 (1.788967444506256) | > loss_feat: 8.999856948852539 (8.375741102969618) | > loss_mel: 14.67917251586914 (13.894317623630217) | > loss_duration: 1.7516745328903198 (1.734905146140255) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.05337905883789 (28.58139993089416) | > grad_norm_1: tensor(1218.9069, device='cuda:0') (tensor(866.5158, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8116 (0.8486254115553268) | > loader_time: 0.0105 (0.010462264981419368)  --> TIME: 2025-05-08 21:40:03 -- STEP: 337/725 -- GLOBAL_STEP: 79550 | > loss_disc: 2.350545883178711 (2.203325265239183) | > loss_disc_real_0: 0.1232394352555275 (0.13262655269852042) | > loss_disc_real_1: 0.24444715678691864 (0.1978323626765864) | > loss_disc_real_2: 0.17774491012096405 (0.1921429230392156) | > loss_disc_real_3: 0.2214997112751007 (0.201217021185142) | > loss_disc_real_4: 0.2366223931312561 (0.1988615273810282) | > loss_disc_real_5: 0.2087632417678833 (0.20106176466015047) | > loss_0: 2.350545883178711 (2.203325265239183) | > grad_norm_0: tensor(16.3490, device='cuda:0') (tensor(37.0895, device='cuda:0')) | > loss_gen: 2.4442996978759766 (2.7944960643700387) | > loss_kl: 1.8699663877487183 (1.7836717087720193) | > loss_feat: 7.266971111297607 (8.397691353138555) | > loss_mel: 12.173002243041992 (13.89393345184779) | > loss_duration: 1.7223560810089111 (1.7334874153844684) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.47659683227539 (28.6032800872531) | > grad_norm_1: tensor(95.2192, device='cuda:0') (tensor(850.4094, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8908 (0.8482766943798576) | > loader_time: 0.0101 (0.010483475750207194)  --> TIME: 2025-05-08 21:40:46 -- STEP: 387/725 -- GLOBAL_STEP: 79600 | > loss_disc: 2.3282065391540527 (2.205057750376619) | > loss_disc_real_0: 0.17093627154827118 (0.13344852851573827) | > loss_disc_real_1: 0.21127858757972717 (0.19738118523775133) | > loss_disc_real_2: 0.20855119824409485 (0.19192363125409267) | > loss_disc_real_3: 0.22190143167972565 (0.20115238947923794) | > loss_disc_real_4: 0.20688706636428833 (0.19901917767001062) | > loss_disc_real_5: 0.2465600073337555 (0.20188473369108) | > loss_0: 2.3282065391540527 (2.205057750376619) | > grad_norm_0: tensor(98.2621, device='cuda:0') (tensor(36.8287, device='cuda:0')) | > loss_gen: 2.602062225341797 (2.7881217797597238) | > loss_kl: 1.61273992061615 (1.7845650150486354) | > loss_feat: 7.300348281860352 (8.383475585809364) | > loss_mel: 13.28536319732666 (13.87917336998676) | > loss_duration: 1.8264493942260742 (1.7331675562131623) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.626964569091797 (28.568503397071694) | > grad_norm_1: tensor(1116.3131, device='cuda:0') (tensor(856.2037, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8732 (0.8474715236545535) | > loader_time: 0.0106 (0.010498846532146444)  --> TIME: 2025-05-08 21:41:29 -- STEP: 437/725 -- GLOBAL_STEP: 79650 | > loss_disc: 2.2776989936828613 (2.202893797811162) | > loss_disc_real_0: 0.07548189908266068 (0.13322014039386612) | > loss_disc_real_1: 0.1688910573720932 (0.1970651831384108) | > loss_disc_real_2: 0.2008475512266159 (0.1918731610412183) | > loss_disc_real_3: 0.21353133022785187 (0.20098798491862055) | > loss_disc_real_4: 0.2014806717634201 (0.19889225164594584) | > loss_disc_real_5: 0.2403482049703598 (0.2014273868818305) | > loss_0: 2.2776989936828613 (2.202893797811162) | > grad_norm_0: tensor(15.1459, device='cuda:0') (tensor(36.8420, device='cuda:0')) | > loss_gen: 2.675900936126709 (2.7913482854786387) | > loss_kl: 1.6555333137512207 (1.7840083791134829) | > loss_feat: 8.612126350402832 (8.403348394607796) | > loss_mel: 13.937240600585938 (13.88905748458967) | > loss_duration: 1.7037404775619507 (1.7326129677639404) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.584543228149414 (28.600375579205473) | > grad_norm_1: tensor(480.3365, device='cuda:0') (tensor(848.0945, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.894 (0.8464885227194641) | > loader_time: 0.0118 (0.010544067116569328)  --> TIME: 2025-05-08 21:42:12 -- STEP: 487/725 -- GLOBAL_STEP: 79700 | > loss_disc: 2.2203426361083984 (2.200888551725742) | > loss_disc_real_0: 0.15540456771850586 (0.13265964573964462) | > loss_disc_real_1: 0.20860488712787628 (0.1970137951616388) | > loss_disc_real_2: 0.20063532888889313 (0.19171849737666716) | > loss_disc_real_3: 0.2035016268491745 (0.20070393802693737) | > loss_disc_real_4: 0.21760866045951843 (0.19855384657147973) | > loss_disc_real_5: 0.20232093334197998 (0.201797174140658) | > loss_0: 2.2203426361083984 (2.200888551725742) | > grad_norm_0: tensor(20.7611, device='cuda:0') (tensor(36.6651, device='cuda:0')) | > loss_gen: 2.7322702407836914 (2.792049054492425) | > loss_kl: 1.7722735404968262 (1.7809131395155886) | > loss_feat: 8.096786499023438 (8.398416016870462) | > loss_mel: 12.917558670043945 (13.898320082521536) | > loss_duration: 1.7064052820205688 (1.7332033680204986) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.225296020507812 (28.602901725064065) | > grad_norm_1: tensor(969.5308, device='cuda:0') (tensor(849.3073, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8127 (0.846863430383514) | > loader_time: 0.0106 (0.01061884872232864)  --> TIME: 2025-05-08 21:42:55 -- STEP: 537/725 -- GLOBAL_STEP: 79750 | > loss_disc: 2.3274755477905273 (2.1993262061859626) | > loss_disc_real_0: 0.23764853179454803 (0.13203780843531185) | > loss_disc_real_1: 0.16267360746860504 (0.19700228432592282) | > loss_disc_real_2: 0.18886537849903107 (0.19134793839863115) | > loss_disc_real_3: 0.19423136115074158 (0.20077303035299202) | > loss_disc_real_4: 0.18391461670398712 (0.19844823046214533) | > loss_disc_real_5: 0.2352299988269806 (0.2014858550088588) | > loss_0: 2.3274755477905273 (2.1993262061859626) | > grad_norm_0: tensor(84.9147, device='cuda:0') (tensor(36.9787, device='cuda:0')) | > loss_gen: 2.931657075881958 (2.796170398953685) | > loss_kl: 1.8416297435760498 (1.7799405678690476) | > loss_feat: 8.769485473632812 (8.420553816541394) | > loss_mel: 15.074930191040039 (13.910771057370436) | > loss_duration: 1.7723417282104492 (1.7336814330276833) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.390045166015625 (28.641117337473723) | > grad_norm_1: tensor(810.1722, device='cuda:0') (tensor(839.6714, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8432 (0.8467767362932034) | > loader_time: 0.0116 (0.010652027094608357)  --> TIME: 2025-05-08 21:43:38 -- STEP: 587/725 -- GLOBAL_STEP: 79800 | > loss_disc: 2.2902426719665527 (2.198984663977939) | > loss_disc_real_0: 0.10528772324323654 (0.1315093767246965) | > loss_disc_real_1: 0.20375804603099823 (0.19702009376919044) | > loss_disc_real_2: 0.22761331498622894 (0.19147880197688294) | > loss_disc_real_3: 0.2163473665714264 (0.20085925902073382) | > loss_disc_real_4: 0.22021818161010742 (0.19832467151967592) | > loss_disc_real_5: 0.21217131614685059 (0.20183154905065767) | > loss_0: 2.2902426719665527 (2.198984663977939) | > grad_norm_0: tensor(38.8594, device='cuda:0') (tensor(36.5837, device='cuda:0')) | > loss_gen: 2.706678867340088 (2.7966859235064927) | > loss_kl: 1.6341049671173096 (1.7799101048474417) | > loss_feat: 7.30181884765625 (8.411896751117872) | > loss_mel: 13.071887969970703 (13.893264141765126) | > loss_duration: 1.7062734365463257 (1.7332592235919366) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.420764923095703 (28.61501620291039) | > grad_norm_1: tensor(762.7285, device='cuda:0') (tensor(832.7628, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8455 (0.8460518278092702) | > loader_time: 0.0101 (0.010679697462403591)  --> TIME: 2025-05-08 21:44:21 -- STEP: 637/725 -- GLOBAL_STEP: 79850 | > loss_disc: 2.2416648864746094 (2.198292141432291) | > loss_disc_real_0: 0.14162103831768036 (0.1314846377123844) | > loss_disc_real_1: 0.2144405096769333 (0.19701717145963207) | > loss_disc_real_2: 0.18907369673252106 (0.19141442687769697) | > loss_disc_real_3: 0.19807595014572144 (0.20069220818848207) | > loss_disc_real_4: 0.2052968144416809 (0.19837608191899628) | > loss_disc_real_5: 0.22351869940757751 (0.20157142198722067) | > loss_0: 2.2416648864746094 (2.198292141432291) | > grad_norm_0: tensor(26.7541, device='cuda:0') (tensor(36.1278, device='cuda:0')) | > loss_gen: 2.8155927658081055 (2.796530133326722) | > loss_kl: 1.8070430755615234 (1.778404254366876) | > loss_feat: 7.992340564727783 (8.417201313905109) | > loss_mel: 13.135871887207031 (13.90713521487298) | > loss_duration: 1.7103049755096436 (1.7327917737526655) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.461151123046875 (28.632062756285375) | > grad_norm_1: tensor(632.6450, device='cuda:0') (tensor(830.5469, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8414 (0.8457561096927996) | > loader_time: 0.0114 (0.010724808769285958)  --> TIME: 2025-05-08 21:45:04 -- STEP: 687/725 -- GLOBAL_STEP: 79900 | > loss_disc: 2.30924129486084 (2.1986054928195182) | > loss_disc_real_0: 0.22330176830291748 (0.13127465917033418) | > loss_disc_real_1: 0.19685474038124084 (0.19709467083172325) | > loss_disc_real_2: 0.18396109342575073 (0.19150322148633322) | > loss_disc_real_3: 0.2073288857936859 (0.20083258987514205) | > loss_disc_real_4: 0.19103677570819855 (0.1983998923018856) | > loss_disc_real_5: 0.24999618530273438 (0.20149796431154837) | > loss_0: 2.30924129486084 (2.1986054928195182) | > grad_norm_0: tensor(59.4274, device='cuda:0') (tensor(36.2996, device='cuda:0')) | > loss_gen: 2.869795560836792 (2.7973328191987634) | > loss_kl: 1.6832255125045776 (1.7760019607766053) | > loss_feat: 7.772777557373047 (8.41368140160951) | > loss_mel: 13.150559425354004 (13.907648251740351) | > loss_duration: 1.7457255125045776 (1.7326742396778074) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.222084045410156 (28.627338739808817) | > grad_norm_1: tensor(786.4199, device='cuda:0') (tensor(828.1246, device='cuda:0')) | > current_lr_0: 0.00019885322845327182 | > current_lr_1: 0.00019885322845327182 | > step_time: 0.8709 (0.8453716967997766) | > loader_time: 0.0126 (0.010773007352626306)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3317627906799316 (2.3317627906799316) | > loss_disc_real_0: 0.18533353507518768 (0.18533353507518768) | > loss_disc_real_1: 0.18135900795459747 (0.18135900795459747) | > loss_disc_real_2: 0.21090541779994965 (0.21090541779994965) | > loss_disc_real_3: 0.2389916479587555 (0.2389916479587555) | > loss_disc_real_4: 0.22714541852474213 (0.22714541852474213) | > loss_disc_real_5: 0.24716870486736298 (0.24716870486736298) | > loss_0: 2.3317627906799316 (2.3317627906799316) | > loss_gen: 2.845858097076416 (2.845858097076416) | > loss_kl: 1.8437905311584473 (1.8437905311584473) | > loss_feat: 7.511508941650391 (7.511508941650391) | > loss_mel: 13.205676078796387 (13.205676078796387) | > loss_duration: 1.6876121759414673 (1.6876121759414673) | > loss_1: 27.094444274902344 (27.094444274902344)  --> STEP: 1 | > loss_disc: 2.30660343170166 (2.30660343170166) | > loss_disc_real_0: 0.22568252682685852 (0.22568252682685852) | > loss_disc_real_1: 0.17085577547550201 (0.17085577547550201) | > loss_disc_real_2: 0.20947913825511932 (0.20947913825511932) | > loss_disc_real_3: 0.2157539278268814 (0.2157539278268814) | > loss_disc_real_4: 0.20251284539699554 (0.20251284539699554) | > loss_disc_real_5: 0.2594056725502014 (0.2594056725502014) | > loss_0: 2.30660343170166 (2.30660343170166) | > loss_gen: 2.9633119106292725 (2.9633119106292725) | > loss_kl: 1.8120828866958618 (1.8120828866958618) | > loss_feat: 8.140460968017578 (8.140460968017578) | > loss_mel: 14.757078170776367 (14.757078170776367) | > loss_duration: 1.7677617073059082 (1.7677617073059082) | > loss_1: 29.44069480895996 (29.44069480895996)  --> STEP: 2 | > loss_disc: 2.1874499320983887 (2.2470266819000244) | > loss_disc_real_0: 0.19216036796569824 (0.20892144739627838) | > loss_disc_real_1: 0.17535154521465302 (0.17310366034507751) | > loss_disc_real_2: 0.18781138956546783 (0.19864526391029358) | > loss_disc_real_3: 0.21030937135219574 (0.21303164958953857) | > loss_disc_real_4: 0.19947907328605652 (0.20099595934152603) | > loss_disc_real_5: 0.23623141646385193 (0.24781854450702667) | > loss_0: 2.1874499320983887 (2.2470266819000244) | > loss_gen: 3.0793700218200684 (3.0213409662246704) | > loss_kl: 1.7474654912948608 (1.7797741889953613) | > loss_feat: 8.855467796325684 (8.49796438217163) | > loss_mel: 14.3395357131958 (14.548306941986084) | > loss_duration: 1.8247939348220825 (1.7962778210639954) | > loss_1: 29.846633911132812 (29.643664360046387)  --> STEP: 3 | > loss_disc: 2.225001335144043 (2.2396848996480307) | > loss_disc_real_0: 0.20738455653190613 (0.20840915044148764) | > loss_disc_real_1: 0.16153347492218018 (0.1692469318707784) | > loss_disc_real_2: 0.21785058081150055 (0.2050470362106959) | > loss_disc_real_3: 0.21301092207431793 (0.21302474041779837) | > loss_disc_real_4: 0.2172180563211441 (0.2064033250013987) | > loss_disc_real_5: 0.23609766364097595 (0.2439115842183431) | > loss_0: 2.225001335144043 (2.2396848996480307) | > loss_gen: 3.0417234897613525 (3.028135140736898) | > loss_kl: 1.6929454803466797 (1.7508312861124675) | > loss_feat: 8.648665428161621 (8.548198064168295) | > loss_mel: 15.210042953491211 (14.768885612487793) | > loss_duration: 1.7960668802261353 (1.7962075074513753) | > loss_1: 30.38944435119629 (29.892257690429688)  --> STEP: 4 | > loss_disc: 2.215343952178955 (2.2335996627807617) | > loss_disc_real_0: 0.20033428072929382 (0.20639043301343918) | > loss_disc_real_1: 0.1753932386636734 (0.17078350856900215) | > loss_disc_real_2: 0.19522249698638916 (0.20259090140461922) | > loss_disc_real_3: 0.22431205213069916 (0.21584656834602356) | > loss_disc_real_4: 0.22432638704776764 (0.21088409051299095) | > loss_disc_real_5: 0.22882425785064697 (0.24013975262641907) | > loss_0: 2.215343952178955 (2.2335996627807617) | > loss_gen: 3.0075526237487793 (3.022989511489868) | > loss_kl: 1.7965677976608276 (1.7622654139995575) | > loss_feat: 7.798404693603516 (8.3607497215271) | > loss_mel: 13.125510215759277 (14.358041763305664) | > loss_duration: 1.7507007122039795 (1.7848308086395264) | > loss_1: 27.478734970092773 (29.28887701034546) --> EVAL PERFORMANCE | > avg_loader_time: 0.2932932376861572 (+0.009641587734222412) | > avg_loss_disc: 2.2335996627807617 (-0.014235973358154297) | > avg_loss_disc_real_0: 0.20639043301343918 (+0.0731734000146389) | > avg_loss_disc_real_1: 0.17078350856900215 (+0.005118254572153091) | > avg_loss_disc_real_2: 0.20259090140461922 (+0.03586668148636818) | > avg_loss_disc_real_3: 0.21584656834602356 (-0.01903965324163437) | > avg_loss_disc_real_4: 0.21088409051299095 (-0.016325682401657104) | > avg_loss_disc_real_5: 0.24013975262641907 (-0.004092037677764893) | > avg_loss_0: 2.2335996627807617 (-0.014235973358154297) | > avg_loss_gen: 3.022989511489868 (+0.4952206015586853) | > avg_loss_kl: 1.7622654139995575 (-0.22562894225120544) | > avg_loss_feat: 8.3607497215271 (+0.4569755792617798) | > avg_loss_mel: 14.358041763305664 (+0.5864038467407227) | > avg_loss_duration: 1.7848308086395264 (-0.012635946273803711) | > avg_loss_1: 29.28887701034546 (+1.3003349304199219)  > EPOCH: 47/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 21:45:43)   --> TIME: 2025-05-08 21:45:55 -- STEP: 12/725 -- GLOBAL_STEP: 79950 | > loss_disc: 2.14221453666687 (2.182443529367447) | > loss_disc_real_0: 0.12175759673118591 (0.1163449992115299) | > loss_disc_real_1: 0.20494361221790314 (0.19553648556272188) | > loss_disc_real_2: 0.20319236814975739 (0.18917915597558022) | > loss_disc_real_3: 0.17661356925964355 (0.19883666187524796) | > loss_disc_real_4: 0.18904252350330353 (0.19268633425235748) | > loss_disc_real_5: 0.18032659590244293 (0.20032023017605147) | > loss_0: 2.14221453666687 (2.182443529367447) | > grad_norm_0: tensor(33.2756, device='cuda:0') (tensor(38.4595, device='cuda:0')) | > loss_gen: 2.8571319580078125 (2.776652236779531) | > loss_kl: 1.6457579135894775 (1.7354147533575695) | > loss_feat: 8.755101203918457 (8.506702105204264) | > loss_mel: 14.17812728881836 (14.253029108047485) | > loss_duration: 1.7726234197616577 (1.740194320678711) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.208742141723633 (29.011992772420246) | > grad_norm_1: tensor(779.5953, device='cuda:0') (tensor(735.9541, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8294 (0.8355141679445902) | > loader_time: 0.0087 (0.009943823019663492)  --> TIME: 2025-05-08 21:46:39 -- STEP: 62/725 -- GLOBAL_STEP: 80000 | > loss_disc: 2.4604597091674805 (2.1773516824168544) | > loss_disc_real_0: 0.17023855447769165 (0.12638955377042302) | > loss_disc_real_1: 0.21328683197498322 (0.1937201506187839) | > loss_disc_real_2: 0.19963228702545166 (0.19200219838849958) | > loss_disc_real_3: 0.21410030126571655 (0.19928452156243787) | > loss_disc_real_4: 0.24129773676395416 (0.19540399721553248) | > loss_disc_real_5: 0.22145183384418488 (0.19735215363963957) | > loss_0: 2.4604597091674805 (2.1773516824168544) | > grad_norm_0: tensor(34.4861, device='cuda:0') (tensor(34.4125, device='cuda:0')) | > loss_gen: 2.5198988914489746 (2.822786250422078) | > loss_kl: 1.6391069889068604 (1.739877172054783) | > loss_feat: 6.727725982666016 (8.521678901487784) | > loss_mel: 11.924988746643066 (13.95101087324081) | > loss_duration: 1.7855644226074219 (1.7300521865967782) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.5972843170166 (28.76540562414354) | > grad_norm_1: tensor(1045.8597, device='cuda:0') (tensor(792.7045, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8538 (0.8510636283505347) | > loader_time: 0.012 (0.010601435938189107) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_80000.pth  --> TIME: 2025-05-08 21:47:24 -- STEP: 112/725 -- GLOBAL_STEP: 80050 | > loss_disc: 2.491565227508545 (2.1970212182828357) | > loss_disc_real_0: 0.157695010304451 (0.13154515414498752) | > loss_disc_real_1: 0.1742323637008667 (0.19611007201352293) | > loss_disc_real_2: 0.24291789531707764 (0.19286300920482194) | > loss_disc_real_3: 0.24223697185516357 (0.20085425368909324) | > loss_disc_real_4: 0.23361089825630188 (0.19686932915023395) | > loss_disc_real_5: 0.2544255554676056 (0.19686587913227932) | > loss_0: 2.491565227508545 (2.1970212182828357) | > grad_norm_0: tensor(62.1876, device='cuda:0') (tensor(36.7989, device='cuda:0')) | > loss_gen: 2.517937421798706 (2.8230514505079816) | > loss_kl: 1.714728593826294 (1.7602988630533218) | > loss_feat: 6.949991226196289 (8.477399553571429) | > loss_mel: 12.51756477355957 (13.936278002602714) | > loss_duration: 1.723099708557129 (1.7349907053368432) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.423320770263672 (28.73201870918274) | > grad_norm_1: tensor(816.8566, device='cuda:0') (tensor(776.7465, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8246 (0.8506535398108619) | > loader_time: 0.0105 (0.010689618332045415)  --> TIME: 2025-05-08 21:48:07 -- STEP: 162/725 -- GLOBAL_STEP: 80100 | > loss_disc: 2.3719778060913086 (2.1978007805200273) | > loss_disc_real_0: 0.14244365692138672 (0.1310061537143258) | > loss_disc_real_1: 0.22416621446609497 (0.19699846290879777) | > loss_disc_real_2: 0.18680161237716675 (0.1929428252724954) | > loss_disc_real_3: 0.20523647964000702 (0.2015471392207675) | > loss_disc_real_4: 0.25678175687789917 (0.19694938740612544) | > loss_disc_real_5: 0.1675577312707901 (0.19866648003642942) | > loss_0: 2.3719778060913086 (2.1978007805200273) | > grad_norm_0: tensor(34.9089, device='cuda:0') (tensor(34.4220, device='cuda:0')) | > loss_gen: 2.566087484359741 (2.806897535736178) | > loss_kl: 1.8034294843673706 (1.7748680681358149) | > loss_feat: 7.486839771270752 (8.438491406264129) | > loss_mel: 13.295549392700195 (13.906730816688066) | > loss_duration: 1.6977472305297852 (1.7359693558127791) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.849655151367188 (28.66295725033607) | > grad_norm_1: tensor(158.5004, device='cuda:0') (tensor(790.2683, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8477 (0.8486888335074907) | > loader_time: 0.0098 (0.010603118825841827)  --> TIME: 2025-05-08 21:48:51 -- STEP: 212/725 -- GLOBAL_STEP: 80150 | > loss_disc: 2.049318790435791 (2.198045854298574) | > loss_disc_real_0: 0.14016003906726837 (0.13142153260491365) | > loss_disc_real_1: 0.18021918833255768 (0.19649140677362117) | > loss_disc_real_2: 0.18340860307216644 (0.19302606554526205) | > loss_disc_real_3: 0.2015564888715744 (0.2009420088439617) | > loss_disc_real_4: 0.1820632815361023 (0.19761227612506665) | > loss_disc_real_5: 0.1649480015039444 (0.19921256475291163) | > loss_0: 2.049318790435791 (2.198045854298574) | > grad_norm_0: tensor(42.8325, device='cuda:0') (tensor(34.1504, device='cuda:0')) | > loss_gen: 2.9161434173583984 (2.8014050485952846) | > loss_kl: 1.6853097677230835 (1.7765523532651506) | > loss_feat: 9.244403839111328 (8.460788328692596) | > loss_mel: 14.617780685424805 (13.979658657649779) | > loss_duration: 1.7400038242340088 (1.7352725036864012) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.20363998413086 (28.753676927314615) | > grad_norm_1: tensor(1230.4153, device='cuda:0') (tensor(824.2416, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8445 (0.8488271731250691) | > loader_time: 0.0098 (0.010583339997057645)  --> TIME: 2025-05-08 21:49:34 -- STEP: 262/725 -- GLOBAL_STEP: 80200 | > loss_disc: 2.0477659702301025 (2.1952512359801157) | > loss_disc_real_0: 0.13445015251636505 (0.13217350642929096) | > loss_disc_real_1: 0.19037407636642456 (0.19594957736384777) | > loss_disc_real_2: 0.16017308831214905 (0.19243885656349535) | > loss_disc_real_3: 0.17945927381515503 (0.20069902953300764) | > loss_disc_real_4: 0.17944268882274628 (0.19744247328916575) | > loss_disc_real_5: 0.1942453235387802 (0.19950827080329867) | > loss_0: 2.0477659702301025 (2.1952512359801157) | > grad_norm_0: tensor(32.1302, device='cuda:0') (tensor(35.3544, device='cuda:0')) | > loss_gen: 2.8454573154449463 (2.802369957661811) | > loss_kl: 1.9290447235107422 (1.7746230809743169) | > loss_feat: 9.293554306030273 (8.453354855530135) | > loss_mel: 14.485651969909668 (13.966405420812942) | > loss_duration: 1.721497654914856 (1.735038349191651) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.27520751953125 (28.73179171467556) | > grad_norm_1: tensor(935.7725, device='cuda:0') (tensor(839.8416, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8741 (0.8486991410947028) | > loader_time: 0.0099 (0.01056483137698574)  --> TIME: 2025-05-08 21:50:17 -- STEP: 312/725 -- GLOBAL_STEP: 80250 | > loss_disc: 2.3477869033813477 (2.193482180054372) | > loss_disc_real_0: 0.11385072767734528 (0.13095083022012538) | > loss_disc_real_1: 0.18283352255821228 (0.1960556417321547) | > loss_disc_real_2: 0.18687202036380768 (0.1920424608561473) | > loss_disc_real_3: 0.23804157972335815 (0.20052950824491483) | > loss_disc_real_4: 0.20979571342468262 (0.19772985969216397) | > loss_disc_real_5: 0.20751211047172546 (0.1993231313446393) | > loss_0: 2.3477869033813477 (2.193482180054372) | > grad_norm_0: tensor(16.0074, device='cuda:0') (tensor(35.4123, device='cuda:0')) | > loss_gen: 2.628512144088745 (2.806572786508461) | > loss_kl: 1.8166542053222656 (1.7767468450161128) | > loss_feat: 7.459627628326416 (8.457485747643004) | > loss_mel: 13.78724479675293 (13.962831148734459) | > loss_duration: 1.7354167699813843 (1.7345308298483872) | > amp_scaler: 128.0 (128.82051282051276) | > loss_1: 27.427453994750977 (28.738167353165455) | > grad_norm_1: tensor(334.8598, device='cuda:0') (tensor(826.2772, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8227 (0.8478075816081121) | > loader_time: 0.011 (0.010530898204216592)  --> TIME: 2025-05-08 21:51:00 -- STEP: 362/725 -- GLOBAL_STEP: 80300 | > loss_disc: 2.116929531097412 (2.1973135672221544) | > loss_disc_real_0: 0.11938385665416718 (0.1319756629820192) | > loss_disc_real_1: 0.2174542248249054 (0.1961421789961625) | > loss_disc_real_2: 0.21564331650733948 (0.19200014775793856) | > loss_disc_real_3: 0.2379359006881714 (0.20064251396537477) | > loss_disc_real_4: 0.17829686403274536 (0.19835057405971032) | > loss_disc_real_5: 0.22790895402431488 (0.20041468591321235) | > loss_0: 2.116929531097412 (2.1973135672221544) | > grad_norm_0: tensor(45.7653, device='cuda:0') (tensor(35.3600, device='cuda:0')) | > loss_gen: 3.0640130043029785 (2.799368592256997) | > loss_kl: 1.8214439153671265 (1.7782498097551462) | > loss_feat: 9.45740795135498 (8.433145018572302) | > loss_mel: 15.682469367980957 (13.927208892548283) | > loss_duration: 1.668213129043579 (1.7334496178021088) | > amp_scaler: 128.0 (128.70718232044194) | > loss_1: 31.693546295166016 (28.67142189932133) | > grad_norm_1: tensor(915.9169, device='cuda:0') (tensor(837.6822, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8567 (0.8479626224844495) | > loader_time: 0.0109 (0.010546857480844742)  --> TIME: 2025-05-08 21:51:43 -- STEP: 412/725 -- GLOBAL_STEP: 80350 | > loss_disc: 2.2728519439697266 (2.1960326369526304) | > loss_disc_real_0: 0.16850754618644714 (0.13162486697321077) | > loss_disc_real_1: 0.19222824275493622 (0.19604697885009845) | > loss_disc_real_2: 0.23718558251857758 (0.19225634808100542) | > loss_disc_real_3: 0.22707127034664154 (0.20070269023909146) | > loss_disc_real_4: 0.2124715894460678 (0.1982652093238622) | > loss_disc_real_5: 0.17691513895988464 (0.19980602743990208) | > loss_0: 2.2728519439697266 (2.1960326369526304) | > grad_norm_0: tensor(33.3151, device='cuda:0') (tensor(35.3834, device='cuda:0')) | > loss_gen: 2.7609474658966064 (2.8034902174495935) | > loss_kl: 1.7886683940887451 (1.7775635490718398) | > loss_feat: 7.527652740478516 (8.441601211584887) | > loss_mel: 12.628026008605957 (13.932042066333363) | > loss_duration: 1.7364164590835571 (1.733618951248891) | > amp_scaler: 128.0 (128.62135922330103) | > loss_1: 26.44171142578125 (28.68831598411486) | > grad_norm_1: tensor(523.9801, device='cuda:0') (tensor(837.1118, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8562 (0.8478509210845799) | > loader_time: 0.0115 (0.010546784377792507)  --> TIME: 2025-05-08 21:52:26 -- STEP: 462/725 -- GLOBAL_STEP: 80400 | > loss_disc: 2.1261088848114014 (2.1954577722590707) | > loss_disc_real_0: 0.12304417043924332 (0.13075809267821228) | > loss_disc_real_1: 0.19095629453659058 (0.1960709537843089) | > loss_disc_real_2: 0.18971827626228333 (0.19226190567145615) | > loss_disc_real_3: 0.2120954543352127 (0.2007393801173606) | > loss_disc_real_4: 0.1821451634168625 (0.1982021883968667) | > loss_disc_real_5: 0.1986745148897171 (0.20005872648902784) | > loss_0: 2.1261088848114014 (2.1954577722590707) | > grad_norm_0: tensor(76.7972, device='cuda:0') (tensor(35.3351, device='cuda:0')) | > loss_gen: 3.047349452972412 (2.802540291955459) | > loss_kl: 1.7810499668121338 (1.7735912846280384) | > loss_feat: 9.276593208312988 (8.439982527778259) | > loss_mel: 15.60348129272461 (13.920264021142737) | > loss_duration: 1.7687010765075684 (1.7340139416389135) | > amp_scaler: 128.0 (128.5541125541125) | > loss_1: 31.477176666259766 (28.67039203230953) | > grad_norm_1: tensor(1110.6670, device='cuda:0') (tensor(833.0648, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8057 (0.8479588738767616) | > loader_time: 0.01 (0.010569533228358149)  --> TIME: 2025-05-08 21:53:10 -- STEP: 512/725 -- GLOBAL_STEP: 80450 | > loss_disc: 2.1503872871398926 (2.195887218695132) | > loss_disc_real_0: 0.11744812875986099 (0.1309403092454884) | > loss_disc_real_1: 0.19955144822597504 (0.1959534452180378) | > loss_disc_real_2: 0.1822265386581421 (0.19217711844248697) | > loss_disc_real_3: 0.18700814247131348 (0.20093030401039863) | > loss_disc_real_4: 0.15619002282619476 (0.19832087215036154) | > loss_disc_real_5: 0.21924570202827454 (0.20039174094563347) | > loss_0: 2.1503872871398926 (2.195887218695132) | > grad_norm_0: tensor(23.3117, device='cuda:0') (tensor(35.7802, device='cuda:0')) | > loss_gen: 2.772568941116333 (2.8018795656971616) | > loss_kl: 1.6672253608703613 (1.7739747506566346) | > loss_feat: 8.76307201385498 (8.43533066380769) | > loss_mel: 14.553864479064941 (13.916186172515154) | > loss_duration: 1.7053189277648926 (1.7349574707914144) | > amp_scaler: 128.0 (128.49999999999991) | > loss_1: 29.46204948425293 (28.66232855618) | > grad_norm_1: tensor(806.2997, device='cuda:0') (tensor(836.2029, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8526 (0.8486122195608914) | > loader_time: 0.0096 (0.010540723334997892)  --> TIME: 2025-05-08 21:53:53 -- STEP: 562/725 -- GLOBAL_STEP: 80500 | > loss_disc: 2.2329416275024414 (2.196468070944855) | > loss_disc_real_0: 0.23088841140270233 (0.1307905170522973) | > loss_disc_real_1: 0.198102205991745 (0.19597861040847575) | > loss_disc_real_2: 0.20060661435127258 (0.19274049771956286) | > loss_disc_real_3: 0.21228693425655365 (0.20083761644745207) | > loss_disc_real_4: 0.19275371730327606 (0.19816157293383338) | > loss_disc_real_5: 0.221541166305542 (0.20050300710778218) | > loss_0: 2.2329416275024414 (2.196468070944855) | > grad_norm_0: tensor(42.6400, device='cuda:0') (tensor(35.4871, device='cuda:0')) | > loss_gen: 3.057422637939453 (2.802930615550681) | > loss_kl: 1.6875430345535278 (1.775334015647712) | > loss_feat: 8.843599319458008 (8.439292812686798) | > loss_mel: 13.692096710205078 (13.944869314648503) | > loss_duration: 1.6903172731399536 (1.735666658106224) | > amp_scaler: 128.0 (128.45551601423472) | > loss_1: 28.970979690551758 (28.698093353217182) | > grad_norm_1: tensor(724.4697, device='cuda:0') (tensor(828.9810, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.9021 (0.8480729233751941) | > loader_time: 0.0105 (0.010539628432738823)  --> TIME: 2025-05-08 21:54:36 -- STEP: 612/725 -- GLOBAL_STEP: 80550 | > loss_disc: 2.2634854316711426 (2.1956646358655134) | > loss_disc_real_0: 0.14701467752456665 (0.1305209412269925) | > loss_disc_real_1: 0.196638286113739 (0.19595520147213746) | > loss_disc_real_2: 0.1889611780643463 (0.19274857391913747) | > loss_disc_real_3: 0.1919710487127304 (0.2006621812683305) | > loss_disc_real_4: 0.18122552335262299 (0.19803219315370718) | > loss_disc_real_5: 0.19139765202999115 (0.2004412884270054) | > loss_0: 2.2634854316711426 (2.1956646358655134) | > grad_norm_0: tensor(37.3807, device='cuda:0') (tensor(35.5846, device='cuda:0')) | > loss_gen: 2.5599124431610107 (2.803260453386243) | > loss_kl: 1.5708173513412476 (1.7784144247279448) | > loss_feat: 6.700566291809082 (8.443586150026015) | > loss_mel: 12.438111305236816 (13.952314309824526) | > loss_duration: 1.6736972332000732 (1.7355951978490252) | > amp_scaler: 128.0 (128.41830065359457) | > loss_1: 24.943103790283203 (28.71317047542996) | > grad_norm_1: tensor(758.5659, device='cuda:0') (tensor(831.6823, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8209 (0.8487745429955277) | > loader_time: 0.009 (0.010537679678474377)  --> TIME: 2025-05-08 21:55:19 -- STEP: 662/725 -- GLOBAL_STEP: 80600 | > loss_disc: 2.3270480632781982 (2.1965498565907176) | > loss_disc_real_0: 0.1276210993528366 (0.13049707302874278) | > loss_disc_real_1: 0.20063529908657074 (0.1959164734378321) | > loss_disc_real_2: 0.20482943952083588 (0.1927406794400015) | > loss_disc_real_3: 0.2243460863828659 (0.2009678149646502) | > loss_disc_real_4: 0.22712628543376923 (0.19840665778364677) | > loss_disc_real_5: 0.22592991590499878 (0.2005505072026094) | > loss_0: 2.3270480632781982 (2.1965498565907176) | > grad_norm_0: tensor(29.6610, device='cuda:0') (tensor(35.4502, device='cuda:0')) | > loss_gen: 2.618629217147827 (2.800279709147543) | > loss_kl: 1.814831018447876 (1.780031439941095) | > loss_feat: 7.198156833648682 (8.423879477192635) | > loss_mel: 12.43727970123291 (13.91499050578322) | > loss_duration: 1.7320481538772583 (1.7359522464052075) | > amp_scaler: 128.0 (128.38670694864044) | > loss_1: 25.800945281982422 (28.655133322286463) | > grad_norm_1: tensor(590.4615, device='cuda:0') (tensor(831.2020, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.8787 (0.8484148042799843) | > loader_time: 0.0098 (0.010521851997721229)  --> TIME: 2025-05-08 21:56:02 -- STEP: 712/725 -- GLOBAL_STEP: 80650 | > loss_disc: 2.2479701042175293 (2.196735558884864) | > loss_disc_real_0: 0.13438624143600464 (0.13023866562361092) | > loss_disc_real_1: 0.17946387827396393 (0.19590734305341584) | > loss_disc_real_2: 0.2194858342409134 (0.19272179409777862) | > loss_disc_real_3: 0.2024228274822235 (0.20130734013791157) | > loss_disc_real_4: 0.2068013846874237 (0.19846026501042804) | > loss_disc_real_5: 0.16939720511436462 (0.2005984174150429) | > loss_0: 2.2479701042175293 (2.196735558884864) | > grad_norm_0: tensor(43.3077, device='cuda:0') (tensor(35.4323, device='cuda:0')) | > loss_gen: 2.575906276702881 (2.799398188175781) | > loss_kl: 1.683079481124878 (1.7777377728665813) | > loss_feat: 7.676623821258545 (8.419307466303371) | > loss_mel: 13.129530906677246 (13.914787263013004) | > loss_duration: 1.7393288612365723 (1.7353253100025525) | > amp_scaler: 128.0 (128.35955056179776) | > loss_1: 26.80447006225586 (28.646555940756638) | > grad_norm_1: tensor(1074.8239, device='cuda:0') (tensor(833.1825, device='cuda:0')) | > current_lr_0: 0.00019882837179971516 | > current_lr_1: 0.00019882837179971516 | > step_time: 0.811 (0.8482545343007935) | > loader_time: 0.0103 (0.010527570595901991)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0833945274353027 (2.0833945274353027) | > loss_disc_real_0: 0.08985953032970428 (0.08985953032970428) | > loss_disc_real_1: 0.1778063178062439 (0.1778063178062439) | > loss_disc_real_2: 0.1448945701122284 (0.1448945701122284) | > loss_disc_real_3: 0.18182417750358582 (0.18182417750358582) | > loss_disc_real_4: 0.23014523088932037 (0.23014523088932037) | > loss_disc_real_5: 0.27012863755226135 (0.27012863755226135) | > loss_0: 2.0833945274353027 (2.0833945274353027) | > loss_gen: 2.8622117042541504 (2.8622117042541504) | > loss_kl: 2.112514019012451 (2.112514019012451) | > loss_feat: 9.599844932556152 (9.599844932556152) | > loss_mel: 16.30845832824707 (16.30845832824707) | > loss_duration: 1.6859188079833984 (1.6859188079833984) | > loss_1: 32.568946838378906 (32.568946838378906)  --> STEP: 1 | > loss_disc: 2.2144851684570312 (2.2144851684570312) | > loss_disc_real_0: 0.09055439382791519 (0.09055439382791519) | > loss_disc_real_1: 0.17183293402194977 (0.17183293402194977) | > loss_disc_real_2: 0.14524289965629578 (0.14524289965629578) | > loss_disc_real_3: 0.1930941492319107 (0.1930941492319107) | > loss_disc_real_4: 0.20812943577766418 (0.20812943577766418) | > loss_disc_real_5: 0.2743084132671356 (0.2743084132671356) | > loss_0: 2.2144851684570312 (2.2144851684570312) | > loss_gen: 2.5422487258911133 (2.5422487258911133) | > loss_kl: 1.9666249752044678 (1.9666249752044678) | > loss_feat: 8.648565292358398 (8.648565292358398) | > loss_mel: 15.478006362915039 (15.478006362915039) | > loss_duration: 1.7664604187011719 (1.7664604187011719) | > loss_1: 30.401905059814453 (30.401905059814453)  --> STEP: 2 | > loss_disc: 2.140486717224121 (2.177485942840576) | > loss_disc_real_0: 0.08382796496152878 (0.08719117939472198) | > loss_disc_real_1: 0.16158731281757355 (0.16671012341976166) | > loss_disc_real_2: 0.13180842995643616 (0.13852566480636597) | > loss_disc_real_3: 0.17497345805168152 (0.1840338036417961) | > loss_disc_real_4: 0.20417198538780212 (0.20615071058273315) | > loss_disc_real_5: 0.26904430985450745 (0.27167636156082153) | > loss_0: 2.140486717224121 (2.177485942840576) | > loss_gen: 2.578219175338745 (2.560233950614929) | > loss_kl: 2.0178349018096924 (1.99222993850708) | > loss_feat: 8.546964645385742 (8.59776496887207) | > loss_mel: 15.37777328491211 (15.427889823913574) | > loss_duration: 1.7863266468048096 (1.7763935327529907) | > loss_1: 30.307119369506836 (30.354512214660645)  --> STEP: 3 | > loss_disc: 2.2590365409851074 (2.20466947555542) | > loss_disc_real_0: 0.10101599246263504 (0.09179945041735967) | > loss_disc_real_1: 0.18705449998378754 (0.17349158227443695) | > loss_disc_real_2: 0.15865936875343323 (0.1452368994553884) | > loss_disc_real_3: 0.19267243146896362 (0.18691334625085196) | > loss_disc_real_4: 0.23560360074043274 (0.21596834063529968) | > loss_disc_real_5: 0.2479628324508667 (0.26377185185750324) | > loss_0: 2.2590365409851074 (2.20466947555542) | > loss_gen: 2.472217082977295 (2.5308949947357178) | > loss_kl: 1.9395945072174072 (1.9746847947438557) | > loss_feat: 7.710427284240723 (8.301985740661621) | > loss_mel: 13.798577308654785 (14.884785652160645) | > loss_duration: 1.7855315208435059 (1.7794395287831624) | > loss_1: 27.706348419189453 (29.471790949503582)  --> STEP: 4 | > loss_disc: 2.2735719680786133 (2.2218950986862183) | > loss_disc_real_0: 0.10685282200574875 (0.09556279331445694) | > loss_disc_real_1: 0.18751777708530426 (0.17699813097715378) | > loss_disc_real_2: 0.1464332938194275 (0.14553599804639816) | > loss_disc_real_3: 0.18092896044254303 (0.18541724979877472) | > loss_disc_real_4: 0.24435780942440033 (0.22306570783257484) | > loss_disc_real_5: 0.2914254069328308 (0.27068524062633514) | > loss_0: 2.2735719680786133 (2.2218950986862183) | > loss_gen: 2.507573366165161 (2.5250645875930786) | > loss_kl: 2.081477403640747 (2.0013829469680786) | > loss_feat: 7.671469688415527 (8.144356727600098) | > loss_mel: 13.176106452941895 (14.457615852355957) | > loss_duration: 1.7226158380508423 (1.7652336061000824) | > loss_1: 27.159244537353516 (28.893654346466064) --> EVAL PERFORMANCE | > avg_loader_time: 0.29797178506851196 (+0.004678547382354736) | > avg_loss_disc: 2.2218950986862183 (-0.011704564094543457) | > avg_loss_disc_real_0: 0.09556279331445694 (-0.11082763969898224) | > avg_loss_disc_real_1: 0.17699813097715378 (+0.006214622408151627) | > avg_loss_disc_real_2: 0.14553599804639816 (-0.057054903358221054) | > avg_loss_disc_real_3: 0.18541724979877472 (-0.03042931854724884) | > avg_loss_disc_real_4: 0.22306570783257484 (+0.012181617319583893) | > avg_loss_disc_real_5: 0.27068524062633514 (+0.030545487999916077) | > avg_loss_0: 2.2218950986862183 (-0.011704564094543457) | > avg_loss_gen: 2.5250645875930786 (-0.49792492389678955) | > avg_loss_kl: 2.0013829469680786 (+0.23911753296852112) | > avg_loss_feat: 8.144356727600098 (-0.21639299392700195) | > avg_loss_mel: 14.457615852355957 (+0.09957408905029297) | > avg_loss_duration: 1.7652336061000824 (-0.01959720253944397) | > avg_loss_1: 28.893654346466064 (-0.39522266387939453)  > EPOCH: 48/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 21:56:19)   --> TIME: 2025-05-08 21:56:54 -- STEP: 37/725 -- GLOBAL_STEP: 80700 | > loss_disc: 2.1366491317749023 (2.2295411213024243) | > loss_disc_real_0: 0.1351773887872696 (0.1310793115077792) | > loss_disc_real_1: 0.17542409896850586 (0.20096553177446932) | > loss_disc_real_2: 0.16351208090782166 (0.19477857367412463) | > loss_disc_real_3: 0.1524079442024231 (0.2018473563162056) | > loss_disc_real_4: 0.1995043158531189 (0.20252443084845673) | > loss_disc_real_5: 0.20436806976795197 (0.20491998058718605) | > loss_0: 2.1366491317749023 (2.2295411213024243) | > grad_norm_0: tensor(43.4462, device='cuda:0') (tensor(37.9748, device='cuda:0')) | > loss_gen: 2.833024024963379 (2.76414552250424) | > loss_kl: 1.6863197088241577 (1.80222200058602) | > loss_feat: 9.275822639465332 (8.184728171374347) | > loss_mel: 14.68245792388916 (13.613920366441882) | > loss_duration: 1.7220489978790283 (1.7172464712246045) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.19967269897461 (28.082262296934385) | > grad_norm_1: tensor(875.2523, device='cuda:0') (tensor(832.1711, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8747 (0.8497035890012175) | > loader_time: 0.0102 (0.010417377626573717)  --> TIME: 2025-05-08 21:57:37 -- STEP: 87/725 -- GLOBAL_STEP: 80750 | > loss_disc: 2.2322564125061035 (2.22101973117083) | > loss_disc_real_0: 0.1550106406211853 (0.13600432401758492) | > loss_disc_real_1: 0.17595712840557098 (0.19823114779488793) | > loss_disc_real_2: 0.1886036992073059 (0.19320342783955322) | > loss_disc_real_3: 0.2052626758813858 (0.20177620991893197) | > loss_disc_real_4: 0.2062554806470871 (0.20018234694826192) | > loss_disc_real_5: 0.20845501124858856 (0.2032818179363492) | > loss_0: 2.2322564125061035 (2.22101973117083) | > grad_norm_0: tensor(39.2722, device='cuda:0') (tensor(40.1842, device='cuda:0')) | > loss_gen: 2.8233227729797363 (2.785451154599244) | > loss_kl: 1.8796465396881104 (1.7813071615394505) | > loss_feat: 8.38231086730957 (8.28843627030822) | > loss_mel: 14.145577430725098 (13.71339044899776) | > loss_duration: 1.708256483078003 (1.7251741461370182) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.93911361694336 (28.293759247352337) | > grad_norm_1: tensor(1082.6577, device='cuda:0') (tensor(795.8896, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8275 (0.8459900055808582) | > loader_time: 0.0096 (0.010487320779383864)  --> TIME: 2025-05-08 21:58:20 -- STEP: 137/725 -- GLOBAL_STEP: 80800 | > loss_disc: 2.2183003425598145 (2.2182763266737444) | > loss_disc_real_0: 0.12827882170677185 (0.1366503652538696) | > loss_disc_real_1: 0.20200525224208832 (0.19702718727780086) | > loss_disc_real_2: 0.20733985304832458 (0.19377313140970076) | > loss_disc_real_3: 0.19868408143520355 (0.2012629285998588) | > loss_disc_real_4: 0.1830347627401352 (0.1992528640875851) | > loss_disc_real_5: 0.2412855327129364 (0.20443278833897444) | > loss_0: 2.2183003425598145 (2.2182763266737444) | > grad_norm_0: tensor(20.9100, device='cuda:0') (tensor(38.1368, device='cuda:0')) | > loss_gen: 2.7650437355041504 (2.7707712076006143) | > loss_kl: 1.9404349327087402 (1.7883153483815437) | > loss_feat: 7.924158096313477 (8.302020769049644) | > loss_mel: 13.202981948852539 (13.756871724650805) | > loss_duration: 1.7303298711776733 (1.73090370032039) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.56294822692871 (28.34888278654892) | > grad_norm_1: tensor(736.1264, device='cuda:0') (tensor(847.5268, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8191 (0.8458628114992685) | > loader_time: 0.0088 (0.010622586647089377)  --> TIME: 2025-05-08 21:59:03 -- STEP: 187/725 -- GLOBAL_STEP: 80850 | > loss_disc: 2.1347897052764893 (2.218387007075834) | > loss_disc_real_0: 0.1549062430858612 (0.1376276685193898) | > loss_disc_real_1: 0.18097218871116638 (0.19718239978354246) | > loss_disc_real_2: 0.1728765368461609 (0.19364883236706576) | > loss_disc_real_3: 0.15260495245456696 (0.20088037314580717) | > loss_disc_real_4: 0.14613282680511475 (0.19857383571206566) | > loss_disc_real_5: 0.17096765339374542 (0.20401632706111766) | > loss_0: 2.1347897052764893 (2.218387007075834) | > grad_norm_0: tensor(54.4146, device='cuda:0') (tensor(39.1630, device='cuda:0')) | > loss_gen: 2.8211512565612793 (2.7694992815109485) | > loss_kl: 1.7024927139282227 (1.7794953482673768) | > loss_feat: 9.896864891052246 (8.31200491808315) | > loss_mel: 15.391263961791992 (13.786930527916564) | > loss_duration: 1.7583341598510742 (1.7328410339865454) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.570106506347656 (28.380771096377448) | > grad_norm_1: tensor(1117.5321, device='cuda:0') (tensor(849.0031, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8397 (0.8454522321568452) | > loader_time: 0.0101 (0.010613065352414382)  --> TIME: 2025-05-08 21:59:46 -- STEP: 237/725 -- GLOBAL_STEP: 80900 | > loss_disc: 2.1426713466644287 (2.2156905081704688) | > loss_disc_real_0: 0.07251307368278503 (0.13680730772672323) | > loss_disc_real_1: 0.18393227458000183 (0.19689514899807137) | > loss_disc_real_2: 0.18458245694637299 (0.1938803733526906) | > loss_disc_real_3: 0.2123773694038391 (0.2012980535689285) | > loss_disc_real_4: 0.18206961452960968 (0.1985495802219407) | > loss_disc_real_5: 0.21005742251873016 (0.2038498588755161) | > loss_0: 2.1426713466644287 (2.2156905081704688) | > grad_norm_0: tensor(15.1363, device='cuda:0') (tensor(38.7983, device='cuda:0')) | > loss_gen: 2.90924072265625 (2.7691506192653983) | > loss_kl: 1.8967593908309937 (1.7762594288411522) | > loss_feat: 8.705078125 (8.303331799647976) | > loss_mel: 14.025520324707031 (13.74022657257595) | > loss_duration: 1.720216989517212 (1.732345413055098) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.25681495666504 (28.32131384193646) | > grad_norm_1: tensor(734.7010, device='cuda:0') (tensor(855.9564, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8203 (0.8457733729720618) | > loader_time: 0.011 (0.010589541262212182)  --> TIME: 2025-05-08 22:00:29 -- STEP: 287/725 -- GLOBAL_STEP: 80950 | > loss_disc: 2.076143980026245 (2.2106431477576587) | > loss_disc_real_0: 0.1471036821603775 (0.13549960277429443) | > loss_disc_real_1: 0.20519861578941345 (0.19651410829937835) | > loss_disc_real_2: 0.19096294045448303 (0.19330899640658175) | > loss_disc_real_3: 0.20119675993919373 (0.20164114335480463) | > loss_disc_real_4: 0.17612484097480774 (0.198303249083745) | > loss_disc_real_5: 0.18222907185554504 (0.20304091139745215) | > loss_0: 2.076143980026245 (2.2106431477576587) | > grad_norm_0: tensor(34.7327, device='cuda:0') (tensor(38.6640, device='cuda:0')) | > loss_gen: 3.0931313037872314 (2.7761576906729233) | > loss_kl: 1.8017545938491821 (1.7798293874654212) | > loss_feat: 9.209830284118652 (8.316514987148055) | > loss_mel: 14.627196311950684 (13.741912233704888) | > loss_duration: 1.7457276582717896 (1.7329477640809916) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.477642059326172 (28.347362066395196) | > grad_norm_1: tensor(1021.4347, device='cuda:0') (tensor(824.4913, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.7914 (0.8444287901556035) | > loader_time: 0.011 (0.010586811690380348)  --> TIME: 2025-05-08 22:01:12 -- STEP: 337/725 -- GLOBAL_STEP: 81000 | > loss_disc: 2.0000147819519043 (2.2093316171572535) | > loss_disc_real_0: 0.07801463454961777 (0.13544075104797626) | > loss_disc_real_1: 0.18009541928768158 (0.19645131385998477) | > loss_disc_real_2: 0.18645505607128143 (0.19316239363185023) | > loss_disc_real_3: 0.2134501039981842 (0.201718931780017) | > loss_disc_real_4: 0.2429528832435608 (0.19862302580643837) | > loss_disc_real_5: 0.21415463089942932 (0.2021684035084014) | > loss_0: 2.0000147819519043 (2.2093316171572535) | > grad_norm_0: tensor(33.1061, device='cuda:0') (tensor(38.3576, device='cuda:0')) | > loss_gen: 3.0949556827545166 (2.7796203983997376) | > loss_kl: 1.8534399271011353 (1.7785235119856437) | > loss_feat: 10.813907623291016 (8.326720550435235) | > loss_mel: 16.98944854736328 (13.739818728642224) | > loss_duration: 1.727944016456604 (1.7324522670015736) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.47969436645508 (28.357135467076517) | > grad_norm_1: tensor(1157.1367, device='cuda:0') (tensor(815.2216, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8567 (0.8443788477504289) | > loader_time: 0.0131 (0.01059700119743007) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_81000.pth  --> TIME: 2025-05-08 22:01:57 -- STEP: 387/725 -- GLOBAL_STEP: 81050 | > loss_disc: 2.2474613189697266 (2.2041827702091035) | > loss_disc_real_0: 0.1260232776403427 (0.13389766344304846) | > loss_disc_real_1: 0.23979413509368896 (0.196345524655448) | > loss_disc_real_2: 0.21837858855724335 (0.19272740296923221) | > loss_disc_real_3: 0.19422459602355957 (0.201571580629016) | > loss_disc_real_4: 0.19374966621398926 (0.19839848335399188) | > loss_disc_real_5: 0.29667192697525024 (0.2019570720326685) | > loss_0: 2.2474613189697266 (2.2041827702091035) | > grad_norm_0: tensor(39.9173, device='cuda:0') (tensor(37.8656, device='cuda:0')) | > loss_gen: 2.871795177459717 (2.788711752386364) | > loss_kl: 1.6520695686340332 (1.7764966186010873) | > loss_feat: 8.192602157592773 (8.367077355545009) | > loss_mel: 14.484046936035156 (13.77925955602365) | > loss_duration: 1.799736499786377 (1.7332228539217966) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.0002498626709 (28.44476814664304) | > grad_norm_1: tensor(1169.5620, device='cuda:0') (tensor(813.6709, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8628 (0.8444607202396837) | > loader_time: 0.0098 (0.01054698613878984)  --> TIME: 2025-05-08 22:02:40 -- STEP: 437/725 -- GLOBAL_STEP: 81100 | > loss_disc: 2.2306551933288574 (2.2057526275276866) | > loss_disc_real_0: 0.11346352845430374 (0.13396023436357843) | > loss_disc_real_1: 0.18475241959095 (0.1965451224172142) | > loss_disc_real_2: 0.1768808364868164 (0.19251883445942702) | > loss_disc_real_3: 0.19101853668689728 (0.20162263376216313) | > loss_disc_real_4: 0.22404591739177704 (0.19845310358215526) | > loss_disc_real_5: 0.23113088309764862 (0.20232803633679514) | > loss_0: 2.2306551933288574 (2.2057526275276866) | > grad_norm_0: tensor(7.6287, device='cuda:0') (tensor(37.0879, device='cuda:0')) | > loss_gen: 2.6687657833099365 (2.7827341300126345) | > loss_kl: 1.805649757385254 (1.7761552895779473) | > loss_feat: 8.318136215209961 (8.352076986561661) | > loss_mel: 13.994900703430176 (13.759269463388543) | > loss_duration: 1.7084693908691406 (1.732841828595037) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.495922088623047 (28.403077738781548) | > grad_norm_1: tensor(804.9268, device='cuda:0') (tensor(820.6691, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8925 (0.8440719283690987) | > loader_time: 0.0098 (0.010542748449050584)  --> TIME: 2025-05-08 22:03:23 -- STEP: 487/725 -- GLOBAL_STEP: 81150 | > loss_disc: 2.188936233520508 (2.203452240025483) | > loss_disc_real_0: 0.17311511933803558 (0.13387897464559562) | > loss_disc_real_1: 0.1804334819316864 (0.19639579872208693) | > loss_disc_real_2: 0.19974291324615479 (0.19229354597704612) | > loss_disc_real_3: 0.22231058776378632 (0.20133116513919042) | > loss_disc_real_4: 0.2338005155324936 (0.19822566431528246) | > loss_disc_real_5: 0.18817448616027832 (0.20216286704097194) | > loss_0: 2.188936233520508 (2.203452240025483) | > grad_norm_0: tensor(29.0443, device='cuda:0') (tensor(37.0032, device='cuda:0')) | > loss_gen: 2.893404006958008 (2.7866390206730585) | > loss_kl: 1.8040590286254883 (1.7749405455540344) | > loss_feat: 8.215438842773438 (8.362797281825328) | > loss_mel: 13.339498519897461 (13.773356096945259) | > loss_duration: 1.7284698486328125 (1.7333219472387733) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.980871200561523 (28.431054935807815) | > grad_norm_1: tensor(700.5793, device='cuda:0') (tensor(821.3148, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8057 (0.8442850954968337) | > loader_time: 0.0095 (0.010526948885751208)  --> TIME: 2025-05-08 22:04:06 -- STEP: 537/725 -- GLOBAL_STEP: 81200 | > loss_disc: 2.3678529262542725 (2.2037365329998173) | > loss_disc_real_0: 0.16437402367591858 (0.13424086786487482) | > loss_disc_real_1: 0.20388154685497284 (0.19648689786371124) | > loss_disc_real_2: 0.1889350861310959 (0.1921631536503744) | > loss_disc_real_3: 0.23304077982902527 (0.20140433563977422) | > loss_disc_real_4: 0.2172860950231552 (0.19815203952611718) | > loss_disc_real_5: 0.18488356471061707 (0.20183331236326496) | > loss_0: 2.3678529262542725 (2.2037365329998173) | > grad_norm_0: tensor(46.4923, device='cuda:0') (tensor(37.2395, device='cuda:0')) | > loss_gen: 2.47617244720459 (2.786822317254832) | > loss_kl: 1.725671648979187 (1.775978559444293) | > loss_feat: 6.9417619705200195 (8.359632151974871) | > loss_mel: 11.64327335357666 (13.772933913786762) | > loss_duration: 1.7614328861236572 (1.7337106064489212) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.54831314086914 (28.42907758531624) | > grad_norm_1: tensor(956.5720, device='cuda:0') (tensor(819.4686, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8464 (0.8444903997957595) | > loader_time: 0.0105 (0.010535918134550805)  --> TIME: 2025-05-08 22:04:49 -- STEP: 587/725 -- GLOBAL_STEP: 81250 | > loss_disc: 2.1076509952545166 (2.202041904808514) | > loss_disc_real_0: 0.10086987912654877 (0.1335777361548841) | > loss_disc_real_1: 0.20498725771903992 (0.19634883077831045) | > loss_disc_real_2: 0.18015961349010468 (0.1921605026600105) | > loss_disc_real_3: 0.22230970859527588 (0.2013247521559262) | > loss_disc_real_4: 0.2172250896692276 (0.1981894750357487) | > loss_disc_real_5: 0.22047577798366547 (0.2017965212819727) | > loss_0: 2.1076509952545166 (2.202041904808514) | > grad_norm_0: tensor(22.8695, device='cuda:0') (tensor(36.8090, device='cuda:0')) | > loss_gen: 3.0116283893585205 (2.787300202062629) | > loss_kl: 1.7140499353408813 (1.7773377304385833) | > loss_feat: 8.88753890991211 (8.364548628740462) | > loss_mel: 14.85451889038086 (13.767976894086226) | > loss_duration: 1.716637372970581 (1.7332369755236412) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.18437385559082 (28.430400464969363) | > grad_norm_1: tensor(907.8848, device='cuda:0') (tensor(817.7458, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8451 (0.8442768867824103) | > loader_time: 0.0115 (0.010520110138433349)  --> TIME: 2025-05-08 22:05:32 -- STEP: 637/725 -- GLOBAL_STEP: 81300 | > loss_disc: 2.3305187225341797 (2.2003717536641827) | > loss_disc_real_0: 0.1736474335193634 (0.13302365393967056) | > loss_disc_real_1: 0.17429934442043304 (0.1963417734278241) | > loss_disc_real_2: 0.18498943746089935 (0.1921900485289902) | > loss_disc_real_3: 0.2057555913925171 (0.20123737435232347) | > loss_disc_real_4: 0.18560932576656342 (0.19817410245701508) | > loss_disc_real_5: 0.25525081157684326 (0.2014400270450247) | > loss_0: 2.3305187225341797 (2.2003717536641827) | > grad_norm_0: tensor(43.2196, device='cuda:0') (tensor(36.8819, device='cuda:0')) | > loss_gen: 2.6129348278045654 (2.791092184312303) | > loss_kl: 1.8227142095565796 (1.777666865562906) | > loss_feat: 7.104636192321777 (8.377642579879652) | > loss_mel: 12.180761337280273 (13.785186677750088) | > loss_duration: 1.7002536058425903 (1.7331256727970181) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.421300888061523 (28.464714017356027) | > grad_norm_1: tensor(812.0722, device='cuda:0') (tensor(811.5461, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.8464 (0.8442804727299805) | > loader_time: 0.0107 (0.010524465674695265)  --> TIME: 2025-05-08 22:06:15 -- STEP: 687/725 -- GLOBAL_STEP: 81350 | > loss_disc: 2.1123385429382324 (2.199295402093748) | > loss_disc_real_0: 0.13558731973171234 (0.13243887266022158) | > loss_disc_real_1: 0.16209566593170166 (0.19621768407252513) | > loss_disc_real_2: 0.1849493682384491 (0.192166963041783) | > loss_disc_real_3: 0.19045564532279968 (0.20125786604405846) | > loss_disc_real_4: 0.20463180541992188 (0.1981493627009954) | > loss_disc_real_5: 0.19363044202327728 (0.2015177415035872) | > loss_0: 2.1123385429382324 (2.199295402093748) | > grad_norm_0: tensor(32.6257, device='cuda:0') (tensor(36.5575, device='cuda:0')) | > loss_gen: 2.9966347217559814 (2.7926169073390836) | > loss_kl: 1.7100203037261963 (1.7773279852221626) | > loss_feat: 9.458415031433105 (8.383310130589928) | > loss_mel: 14.860461235046387 (13.789692516410195) | > loss_duration: 1.7352275848388672 (1.7328480475160573) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.760759353637695 (28.475795626466805) | > grad_norm_1: tensor(932.8353, device='cuda:0') (tensor(814.3961, device='cuda:0')) | > current_lr_0: 0.00019880351825324018 | > current_lr_1: 0.00019880351825324018 | > step_time: 0.868 (0.8444489037626172) | > loader_time: 0.0111 (0.010525598276129982)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.090460777282715 (2.090460777282715) | > loss_disc_real_0: 0.08488167077302933 (0.08488167077302933) | > loss_disc_real_1: 0.1821165382862091 (0.1821165382862091) | > loss_disc_real_2: 0.19902095198631287 (0.19902095198631287) | > loss_disc_real_3: 0.26723578572273254 (0.26723578572273254) | > loss_disc_real_4: 0.24694207310676575 (0.24694207310676575) | > loss_disc_real_5: 0.1983354538679123 (0.1983354538679123) | > loss_0: 2.090460777282715 (2.090460777282715) | > loss_gen: 3.0676608085632324 (3.0676608085632324) | > loss_kl: 1.9611278772354126 (1.9611278772354126) | > loss_feat: 8.81100082397461 (8.81100082397461) | > loss_mel: 15.042693138122559 (15.042693138122559) | > loss_duration: 1.6959599256515503 (1.6959599256515503) | > loss_1: 30.57844352722168 (30.57844352722168)  --> STEP: 1 | > loss_disc: 2.16100811958313 (2.16100811958313) | > loss_disc_real_0: 0.08322245627641678 (0.08322245627641678) | > loss_disc_real_1: 0.1856735348701477 (0.1856735348701477) | > loss_disc_real_2: 0.19656585156917572 (0.19656585156917572) | > loss_disc_real_3: 0.25369754433631897 (0.25369754433631897) | > loss_disc_real_4: 0.25235074758529663 (0.25235074758529663) | > loss_disc_real_5: 0.23461852967739105 (0.23461852967739105) | > loss_0: 2.16100811958313 (2.16100811958313) | > loss_gen: 2.894728183746338 (2.894728183746338) | > loss_kl: 1.8764461278915405 (1.8764461278915405) | > loss_feat: 8.788700103759766 (8.788700103759766) | > loss_mel: 15.243866920471191 (15.243866920471191) | > loss_duration: 1.7689523696899414 (1.7689523696899414) | > loss_1: 30.57269287109375 (30.57269287109375)  --> STEP: 2 | > loss_disc: 2.1960291862487793 (2.1785186529159546) | > loss_disc_real_0: 0.10611867904663086 (0.09467056766152382) | > loss_disc_real_1: 0.18747049570083618 (0.18657201528549194) | > loss_disc_real_2: 0.17629124224185944 (0.18642854690551758) | > loss_disc_real_3: 0.24876908957958221 (0.2512333169579506) | > loss_disc_real_4: 0.24726971983909607 (0.24981023371219635) | > loss_disc_real_5: 0.20910565555095673 (0.2218620926141739) | > loss_0: 2.1960291862487793 (2.1785186529159546) | > loss_gen: 2.728684186935425 (2.8117061853408813) | > loss_kl: 1.9724299907684326 (1.9244380593299866) | > loss_feat: 8.306914329528809 (8.547807216644287) | > loss_mel: 13.56600570678711 (14.40493631362915) | > loss_duration: 1.832881212234497 (1.8009167909622192) | > loss_1: 28.40691566467285 (29.4898042678833)  --> STEP: 3 | > loss_disc: 2.2458689212799072 (2.2009687423706055) | > loss_disc_real_0: 0.11476297676563263 (0.10136803736289342) | > loss_disc_real_1: 0.20894703269004822 (0.19403035442034403) | > loss_disc_real_2: 0.1964407116174698 (0.189765935142835) | > loss_disc_real_3: 0.23800984025001526 (0.24682549138863882) | > loss_disc_real_4: 0.23343470692634583 (0.2443517247835795) | > loss_disc_real_5: 0.2030835747718811 (0.21560258666674295) | > loss_0: 2.2458689212799072 (2.2009687423706055) | > loss_gen: 2.7296411991119385 (2.784351189931234) | > loss_kl: 1.818367600440979 (1.8890812397003174) | > loss_feat: 8.084336280822754 (8.393316904703775) | > loss_mel: 13.68148422241211 (14.163785616556803) | > loss_duration: 1.8095502853393555 (1.8037946224212646) | > loss_1: 28.12337875366211 (29.034329096476238)  --> STEP: 4 | > loss_disc: 2.1720659732818604 (2.193743050098419) | > loss_disc_real_0: 0.08906660974025726 (0.09829268045723438) | > loss_disc_real_1: 0.19330205023288727 (0.19384827837347984) | > loss_disc_real_2: 0.20534807443618774 (0.19366146996617317) | > loss_disc_real_3: 0.22680659592151642 (0.24182076752185822) | > loss_disc_real_4: 0.2222771942615509 (0.23883309215307236) | > loss_disc_real_5: 0.2375386506319046 (0.22108660265803337) | > loss_0: 2.1720659732818604 (2.193743050098419) | > loss_gen: 2.7957072257995605 (2.7871901988983154) | > loss_kl: 1.8672802448272705 (1.8836309909820557) | > loss_feat: 8.053739547729492 (8.308422565460205) | > loss_mel: 14.325286865234375 (14.204160928726196) | > loss_duration: 1.7307344675064087 (1.7855295836925507) | > loss_1: 28.772748947143555 (28.968934059143066) --> EVAL PERFORMANCE | > avg_loader_time: 0.28683996200561523 (-0.011131823062896729) | > avg_loss_disc: 2.193743050098419 (-0.028152048587799072) | > avg_loss_disc_real_0: 0.09829268045723438 (+0.002729887142777443) | > avg_loss_disc_real_1: 0.19384827837347984 (+0.016850147396326065) | > avg_loss_disc_real_2: 0.19366146996617317 (+0.04812547191977501) | > avg_loss_disc_real_3: 0.24182076752185822 (+0.056403517723083496) | > avg_loss_disc_real_4: 0.23883309215307236 (+0.015767384320497513) | > avg_loss_disc_real_5: 0.22108660265803337 (-0.04959863796830177) | > avg_loss_0: 2.193743050098419 (-0.028152048587799072) | > avg_loss_gen: 2.7871901988983154 (+0.2621256113052368) | > avg_loss_kl: 1.8836309909820557 (-0.11775195598602295) | > avg_loss_feat: 8.308422565460205 (+0.16406583786010742) | > avg_loss_mel: 14.204160928726196 (-0.25345492362976074) | > avg_loss_duration: 1.7855295836925507 (+0.02029597759246826) | > avg_loss_1: 28.968934059143066 (+0.07527971267700195)  > EPOCH: 49/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 22:06:55)   --> TIME: 2025-05-08 22:07:07 -- STEP: 12/725 -- GLOBAL_STEP: 81400 | > loss_disc: 2.0605483055114746 (2.182073175907135) | > loss_disc_real_0: 0.06739606708288193 (0.13047508895397186) | > loss_disc_real_1: 0.19044391810894012 (0.1953738915423552) | > loss_disc_real_2: 0.20271077752113342 (0.19910030191143355) | > loss_disc_real_3: 0.16931840777397156 (0.197129525244236) | > loss_disc_real_4: 0.18925708532333374 (0.20114189883073172) | > loss_disc_real_5: 0.1227695420384407 (0.19597025401890278) | > loss_0: 2.0605483055114746 (2.182073175907135) | > grad_norm_0: tensor(26.8048, device='cuda:0') (tensor(44.4169, device='cuda:0')) | > loss_gen: 2.8548293113708496 (2.8525173465410867) | > loss_kl: 1.8416613340377808 (1.787925233443578) | > loss_feat: 9.988142013549805 (8.600455363591513) | > loss_mel: 15.455512046813965 (14.182113329569498) | > loss_duration: 1.7850170135498047 (1.7363038261731465) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.92516326904297 (29.15931526819865) | > grad_norm_1: tensor(1096.2311, device='cuda:0') (tensor(697.0336, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8485 (0.8393222888310751) | > loader_time: 0.0088 (0.010266045729319254)  --> TIME: 2025-05-08 22:07:51 -- STEP: 62/725 -- GLOBAL_STEP: 81450 | > loss_disc: 2.261580228805542 (2.203456463352326) | > loss_disc_real_0: 0.14929664134979248 (0.13181592698299105) | > loss_disc_real_1: 0.1997912973165512 (0.19700986579541238) | > loss_disc_real_2: 0.21741902828216553 (0.19623950051684533) | > loss_disc_real_3: 0.18633340299129486 (0.20130601597409095) | > loss_disc_real_4: 0.18652188777923584 (0.19781222170399082) | > loss_disc_real_5: 0.18098345398902893 (0.20033064232237877) | > loss_0: 2.261580228805542 (2.203456463352326) | > grad_norm_0: tensor(28.4665, device='cuda:0') (tensor(33.8455, device='cuda:0')) | > loss_gen: 2.571742296218872 (2.821869288721392) | > loss_kl: 1.6442679166793823 (1.7701750416909494) | > loss_feat: 8.057962417602539 (8.527254996761195) | > loss_mel: 14.140352249145508 (13.984190817802183) | > loss_duration: 1.7877229452133179 (1.7282468734248992) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.202049255371094 (28.83173699532786) | > grad_norm_1: tensor(501.6135, device='cuda:0') (tensor(699.5744, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.84 (0.8504568299939556) | > loader_time: 0.0097 (0.010561481598884828)  --> TIME: 2025-05-08 22:08:34 -- STEP: 112/725 -- GLOBAL_STEP: 81500 | > loss_disc: 2.1060640811920166 (2.1993940951568733) | > loss_disc_real_0: 0.13942976295948029 (0.12999789453377683) | > loss_disc_real_1: 0.18065163493156433 (0.19653494403298416) | > loss_disc_real_2: 0.18244658410549164 (0.19468091760895082) | > loss_disc_real_3: 0.15125560760498047 (0.20093701141221182) | > loss_disc_real_4: 0.1816190630197525 (0.1983234899650727) | > loss_disc_real_5: 0.19737045466899872 (0.20134971257565276) | > loss_0: 2.1060640811920166 (2.1993940951568733) | > grad_norm_0: tensor(57.2693, device='cuda:0') (tensor(34.9167, device='cuda:0')) | > loss_gen: 2.9210011959075928 (2.8077698009354726) | > loss_kl: 1.62685227394104 (1.77686172830207) | > loss_feat: 9.278646469116211 (8.464118936232158) | > loss_mel: 14.813594818115234 (13.871859124728612) | > loss_duration: 1.7166225910186768 (1.7330608442425728) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.356718063354492 (28.653670617512294) | > grad_norm_1: tensor(1310.6251, device='cuda:0') (tensor(777.4867, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8289 (0.8478936957461494) | > loader_time: 0.0105 (0.01076877542904445)  --> TIME: 2025-05-08 22:09:17 -- STEP: 162/725 -- GLOBAL_STEP: 81550 | > loss_disc: 2.2569055557250977 (2.1974739358748914) | > loss_disc_real_0: 0.11623648554086685 (0.13001581366507364) | > loss_disc_real_1: 0.20680789649486542 (0.19651141477587786) | > loss_disc_real_2: 0.19753549993038177 (0.19278979917735228) | > loss_disc_real_3: 0.23664595186710358 (0.20168829736886207) | > loss_disc_real_4: 0.26531291007995605 (0.19766015587029634) | > loss_disc_real_5: 0.23948973417282104 (0.20129346291040195) | > loss_0: 2.2569055557250977 (2.1974739358748914) | > grad_norm_0: tensor(32.2409, device='cuda:0') (tensor(36.0121, device='cuda:0')) | > loss_gen: 2.78594708442688 (2.8091892636852505) | > loss_kl: 1.9363995790481567 (1.791463123427497) | > loss_feat: 7.895895004272461 (8.466910821420177) | > loss_mel: 13.535311698913574 (13.86239665231587) | > loss_duration: 1.6987674236297607 (1.7330718835194905) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.85232162475586 (28.66303182531286) | > grad_norm_1: tensor(996.2241, device='cuda:0') (tensor(782.2731, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8231 (0.8469118159494282) | > loader_time: 0.012 (0.010832704143759647)  --> TIME: 2025-05-08 22:10:00 -- STEP: 212/725 -- GLOBAL_STEP: 81600 | > loss_disc: 2.1437110900878906 (2.1953959909250154) | > loss_disc_real_0: 0.12243262678384781 (0.12980608587627723) | > loss_disc_real_1: 0.19137515127658844 (0.19624923092295543) | > loss_disc_real_2: 0.20620429515838623 (0.19252821648458265) | > loss_disc_real_3: 0.18338827788829803 (0.20101218684664315) | > loss_disc_real_4: 0.21001167595386505 (0.19790417131669116) | > loss_disc_real_5: 0.18483097851276398 (0.20032082656222694) | > loss_0: 2.1437110900878906 (2.1953959909250154) | > grad_norm_0: tensor(22.1255, device='cuda:0') (tensor(35.5002, device='cuda:0')) | > loss_gen: 2.9099080562591553 (2.805136885283128) | > loss_kl: 1.672151803970337 (1.7939640379176949) | > loss_feat: 9.011252403259277 (8.412892346112242) | > loss_mel: 13.474668502807617 (13.770542009821478) | > loss_duration: 1.7330247163772583 (1.7327492568852767) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.801006317138672 (28.515284610244464) | > grad_norm_1: tensor(842.2217, device='cuda:0') (tensor(796.8373, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8403 (0.8480962042538625) | > loader_time: 0.0099 (0.010885974146285152)  --> TIME: 2025-05-08 22:10:43 -- STEP: 262/725 -- GLOBAL_STEP: 81650 | > loss_disc: 2.217677116394043 (2.2018245763451105) | > loss_disc_real_0: 0.1329517364501953 (0.13069300795727562) | > loss_disc_real_1: 0.1987413763999939 (0.19661885687640607) | > loss_disc_real_2: 0.1723741739988327 (0.19234694995497925) | > loss_disc_real_3: 0.2308392971754074 (0.2015438260695407) | > loss_disc_real_4: 0.21665439009666443 (0.1980785765038192) | > loss_disc_real_5: 0.21131478250026703 (0.20154650785199557) | > loss_0: 2.217677116394043 (2.2018245763451105) | > grad_norm_0: tensor(20.3924, device='cuda:0') (tensor(36.0169, device='cuda:0')) | > loss_gen: 2.7525224685668945 (2.793794504558767) | > loss_kl: 1.748390793800354 (1.787949701301924) | > loss_feat: 8.364835739135742 (8.377151491077813) | > loss_mel: 14.063225746154785 (13.7494972716761) | > loss_duration: 1.7120072841644287 (1.7335472348082157) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.640981674194336 (28.44194022025771) | > grad_norm_1: tensor(1192.3470, device='cuda:0') (tensor(816.1938, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8905 (0.8479817395901862) | > loader_time: 0.0123 (0.010940153180187899)  --> TIME: 2025-05-08 22:11:27 -- STEP: 312/725 -- GLOBAL_STEP: 81700 | > loss_disc: 2.075176239013672 (2.202238656771491) | > loss_disc_real_0: 0.13352927565574646 (0.12991839701023242) | > loss_disc_real_1: 0.21126016974449158 (0.1970254182815552) | > loss_disc_real_2: 0.18268410861492157 (0.19258180719155538) | > loss_disc_real_3: 0.16905435919761658 (0.20170772161621306) | > loss_disc_real_4: 0.18600167334079742 (0.19822453401791756) | > loss_disc_real_5: 0.19650009274482727 (0.20185452854881683) | > loss_0: 2.075176239013672 (2.202238656771491) | > grad_norm_0: tensor(33.4441, device='cuda:0') (tensor(35.5034, device='cuda:0')) | > loss_gen: 3.0624194145202637 (2.79570585107192) | > loss_kl: 1.6693223714828491 (1.7788698287346425) | > loss_feat: 9.045514106750488 (8.35665231484634) | > loss_mel: 14.744084358215332 (13.697504688531918) | > loss_duration: 1.731109857559204 (1.733489141250268) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.25244903564453 (28.362221852327004) | > grad_norm_1: tensor(667.4338, device='cuda:0') (tensor(800.2324, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8344 (0.848636237474588) | > loader_time: 0.0101 (0.011055641449414772)  --> TIME: 2025-05-08 22:12:10 -- STEP: 362/725 -- GLOBAL_STEP: 81750 | > loss_disc: 2.1255080699920654 (2.2036733469251777) | > loss_disc_real_0: 0.10603004693984985 (0.13072223538399072) | > loss_disc_real_1: 0.19543837010860443 (0.1971501397246814) | > loss_disc_real_2: 0.2237512320280075 (0.1926311156532384) | > loss_disc_real_3: 0.17938384413719177 (0.20173813760774562) | > loss_disc_real_4: 0.20821061730384827 (0.19831838458776482) | > loss_disc_real_5: 0.2198542356491089 (0.2018162792353011) | > loss_0: 2.1255080699920654 (2.2036733469251777) | > grad_norm_0: tensor(23.7536, device='cuda:0') (tensor(35.3664, device='cuda:0')) | > loss_gen: 2.854393482208252 (2.7941178570794816) | > loss_kl: 1.8577823638916016 (1.7776312110173769) | > loss_feat: 8.375570297241211 (8.3562695044839) | > loss_mel: 14.414036750793457 (13.711523825292424) | > loss_duration: 1.6623896360397339 (1.732788624684455) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.16417121887207 (28.372331050219458) | > grad_norm_1: tensor(549.4791, device='cuda:0') (tensor(790.8899, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.836 (0.8503694244511218) | > loader_time: 0.0106 (0.011100349505303314)  --> TIME: 2025-05-08 22:12:54 -- STEP: 412/725 -- GLOBAL_STEP: 81800 | > loss_disc: 2.2371256351470947 (2.2037203763295152) | > loss_disc_real_0: 0.1007845401763916 (0.13040978822278457) | > loss_disc_real_1: 0.19833886623382568 (0.19712366160113834) | > loss_disc_real_2: 0.2005775421857834 (0.19259681686469665) | > loss_disc_real_3: 0.1743697226047516 (0.201360824689703) | > loss_disc_real_4: 0.2076050341129303 (0.19843597030176707) | > loss_disc_real_5: 0.18684302270412445 (0.20192241699443858) | > loss_0: 2.2371256351470947 (2.2037203763295152) | > grad_norm_0: tensor(25.7407, device='cuda:0') (tensor(35.5762, device='cuda:0')) | > loss_gen: 2.583066940307617 (2.7913298010826133) | > loss_kl: 1.7060285806655884 (1.7763098200548042) | > loss_feat: 7.647750377655029 (8.343879971689395) | > loss_mel: 12.659621238708496 (13.70283325898994) | > loss_duration: 1.7243578433990479 (1.7330897878674627) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.320825576782227 (28.34744268250697) | > grad_norm_1: tensor(806.7831, device='cuda:0') (tensor(808.1700, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8593 (0.8504409101402874) | > loader_time: 0.011 (0.01113985985228159)  --> TIME: 2025-05-08 22:13:37 -- STEP: 462/725 -- GLOBAL_STEP: 81850 | > loss_disc: 2.1810975074768066 (2.204778757962313) | > loss_disc_real_0: 0.13229262828826904 (0.13050387507038452) | > loss_disc_real_1: 0.17663422226905823 (0.19711610800647117) | > loss_disc_real_2: 0.2186979502439499 (0.19269371664885332) | > loss_disc_real_3: 0.17661674320697784 (0.20153533135141638) | > loss_disc_real_4: 0.22644071280956268 (0.19860939442853398) | > loss_disc_real_5: 0.2109927386045456 (0.20197656462009336) | > loss_0: 2.1810975074768066 (2.204778757962313) | > grad_norm_0: tensor(33.5091, device='cuda:0') (tensor(35.6694, device='cuda:0')) | > loss_gen: 2.8892300128936768 (2.7918116029722886) | > loss_kl: 1.6476184129714966 (1.7761882148779833) | > loss_feat: 9.181931495666504 (8.337426058657758) | > loss_mel: 14.484014511108398 (13.693409401617005) | > loss_duration: 1.7851779460906982 (1.7332277341838522) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.987972259521484 (28.33206303501542) | > grad_norm_1: tensor(822.9380, device='cuda:0') (tensor(801.6198, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.7941 (0.8499896516015518) | > loader_time: 0.012 (0.011171959695361909)  --> TIME: 2025-05-08 22:14:20 -- STEP: 512/725 -- GLOBAL_STEP: 81900 | > loss_disc: 2.1067562103271484 (2.2048995483200997) | > loss_disc_real_0: 0.09170135110616684 (0.1304936575252214) | > loss_disc_real_1: 0.17934547364711761 (0.19686690004891716) | > loss_disc_real_2: 0.17964734137058258 (0.19270539627177652) | > loss_disc_real_3: 0.1760919690132141 (0.20164595430833282) | > loss_disc_real_4: 0.1763596087694168 (0.19866255769738933) | > loss_disc_real_5: 0.20221109688282013 (0.20231604961736593) | > loss_0: 2.1067562103271484 (2.2048995483200997) | > grad_norm_0: tensor(14.5503, device='cuda:0') (tensor(35.7238, device='cuda:0')) | > loss_gen: 2.844383716583252 (2.788555445615204) | > loss_kl: 1.7918959856033325 (1.775925121968612) | > loss_feat: 8.63260555267334 (8.332980565726757) | > loss_mel: 13.652955055236816 (13.699147440493103) | > loss_duration: 1.680802583694458 (1.7340204226784408) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.602643966674805 (28.330629020929337) | > grad_norm_1: tensor(532.0488, device='cuda:0') (tensor(799.2943, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8414 (0.8500301716849207) | > loader_time: 0.0098 (0.01116734417155385)  --> TIME: 2025-05-08 22:15:03 -- STEP: 562/725 -- GLOBAL_STEP: 81950 | > loss_disc: 2.1224234104156494 (2.2056400525612334) | > loss_disc_real_0: 0.10952841490507126 (0.13103803458666682) | > loss_disc_real_1: 0.19295452535152435 (0.19698725375628567) | > loss_disc_real_2: 0.17243659496307373 (0.19252476833256973) | > loss_disc_real_3: 0.2230719029903412 (0.20197557154181156) | > loss_disc_real_4: 0.17444929480552673 (0.1984238418820066) | > loss_disc_real_5: 0.21660418808460236 (0.20209337212808184) | > loss_0: 2.1224234104156494 (2.2056400525612334) | > grad_norm_0: tensor(39.8948, device='cuda:0') (tensor(35.6738, device='cuda:0')) | > loss_gen: 2.977829694747925 (2.7860565741291268) | > loss_kl: 1.8562417030334473 (1.7746388271610083) | > loss_feat: 9.155387878417969 (8.321992358278973) | > loss_mel: 13.665423393249512 (13.69947835643944) | > loss_duration: 1.6897618770599365 (1.7339171864808247) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.344642639160156 (28.31608331415576) | > grad_norm_1: tensor(936.2747, device='cuda:0') (tensor(798.8093, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8692 (0.8491563444884221) | > loader_time: 0.0119 (0.011169237598405614)  --> TIME: 2025-05-08 22:15:46 -- STEP: 612/725 -- GLOBAL_STEP: 82000 | > loss_disc: 2.202345132827759 (2.2045308781994715) | > loss_disc_real_0: 0.11528436094522476 (0.1310297143067313) | > loss_disc_real_1: 0.1843300312757492 (0.19681390927605377) | > loss_disc_real_2: 0.20246486365795135 (0.1924282731427477) | > loss_disc_real_3: 0.20259851217269897 (0.20172723134358728) | > loss_disc_real_4: 0.1866128295660019 (0.19836289876329352) | > loss_disc_real_5: 0.18277297914028168 (0.20222988049043158) | > loss_0: 2.202345132827759 (2.2045308781994715) | > grad_norm_0: tensor(56.4908, device='cuda:0') (tensor(35.7963, device='cuda:0')) | > loss_gen: 2.605628728866577 (2.786388882624559) | > loss_kl: 1.8919332027435303 (1.7768108186378977) | > loss_feat: 8.017094612121582 (8.331508157300009) | > loss_mel: 13.655237197875977 (13.717628846760663) | > loss_duration: 1.672426462173462 (1.7332619617577483) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.842321395874023 (28.34559867896285) | > grad_norm_1: tensor(955.8112, device='cuda:0') (tensor(801.7982, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8106 (0.8492950715270697) | > loader_time: 0.0105 (0.011184954565334944) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_82000.pth  --> TIME: 2025-05-08 22:16:32 -- STEP: 662/725 -- GLOBAL_STEP: 82050 | > loss_disc: 2.15244722366333 (2.201306889424512) | > loss_disc_real_0: 0.12307471036911011 (0.13034790736873528) | > loss_disc_real_1: 0.22054682672023773 (0.19677897508951117) | > loss_disc_real_2: 0.18088236451148987 (0.19213701248889253) | > loss_disc_real_3: 0.21325716376304626 (0.20167114716192028) | > loss_disc_real_4: 0.1934201568365097 (0.19826254620022643) | > loss_disc_real_5: 0.2622212767601013 (0.20180989861533352) | > loss_0: 2.15244722366333 (2.201306889424512) | > grad_norm_0: tensor(52.2326, device='cuda:0') (tensor(35.6557, device='cuda:0')) | > loss_gen: 2.993635416030884 (2.7910059676069516) | > loss_kl: 1.9315325021743774 (1.778738470596129) | > loss_feat: 8.741911888122559 (8.351722687752945) | > loss_mel: 14.682376861572266 (13.73209224366709) | > loss_duration: 1.7379646301269531 (1.7335242249094118) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.087421417236328 (28.38708361253997) | > grad_norm_1: tensor(691.4475, device='cuda:0') (tensor(801.7617, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8839 (0.8494563898651262) | > loader_time: 0.0124 (0.011199009742621575)  --> TIME: 2025-05-08 22:17:15 -- STEP: 712/725 -- GLOBAL_STEP: 82100 | > loss_disc: 2.2823963165283203 (2.201971338371215) | > loss_disc_real_0: 0.1426830291748047 (0.1303249420859756) | > loss_disc_real_1: 0.18025128543376923 (0.1967552360775096) | > loss_disc_real_2: 0.212680846452713 (0.19218122793801054) | > loss_disc_real_3: 0.24323433637619019 (0.2017356940450963) | > loss_disc_real_4: 0.17863167822360992 (0.19842055427391878) | > loss_disc_real_5: 0.20747777819633484 (0.20206653156181725) | > loss_0: 2.2823963165283203 (2.201971338371215) | > grad_norm_0: tensor(26.0373, device='cuda:0') (tensor(35.6508, device='cuda:0')) | > loss_gen: 2.5094637870788574 (2.790531049953418) | > loss_kl: 1.8770030736923218 (1.7807931637161234) | > loss_feat: 7.0651631355285645 (8.3532591227735) | > loss_mel: 12.486061096191406 (13.741468986768396) | > loss_duration: 1.7366117238998413 (1.7330213589279848) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.67430305480957 (28.399073697208014) | > grad_norm_1: tensor(849.9155, device='cuda:0') (tensor(806.1256, device='cuda:0')) | > current_lr_0: 0.00019877866781345852 | > current_lr_1: 0.00019877866781345852 | > step_time: 0.8114 (0.849495639961757) | > loader_time: 0.0112 (0.011211996332982952)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.144068479537964 (2.144068479537964) | > loss_disc_real_0: 0.10665033012628555 (0.10665033012628555) | > loss_disc_real_1: 0.19272273778915405 (0.19272273778915405) | > loss_disc_real_2: 0.19374379515647888 (0.19374379515647888) | > loss_disc_real_3: 0.16992461681365967 (0.16992461681365967) | > loss_disc_real_4: 0.20358261466026306 (0.20358261466026306) | > loss_disc_real_5: 0.16280128061771393 (0.16280128061771393) | > loss_0: 2.144068479537964 (2.144068479537964) | > loss_gen: 2.5556044578552246 (2.5556044578552246) | > loss_kl: 2.008661985397339 (2.008661985397339) | > loss_feat: 8.8600492477417 (8.8600492477417) | > loss_mel: 15.281105041503906 (15.281105041503906) | > loss_duration: 1.695812702178955 (1.695812702178955) | > loss_1: 30.401233673095703 (30.401233673095703)  --> STEP: 1 | > loss_disc: 2.28068470954895 (2.28068470954895) | > loss_disc_real_0: 0.10000548511743546 (0.10000548511743546) | > loss_disc_real_1: 0.17973265051841736 (0.17973265051841736) | > loss_disc_real_2: 0.20222605764865875 (0.20222605764865875) | > loss_disc_real_3: 0.1818271428346634 (0.1818271428346634) | > loss_disc_real_4: 0.21573947370052338 (0.21573947370052338) | > loss_disc_real_5: 0.18394353985786438 (0.18394353985786438) | > loss_0: 2.28068470954895 (2.28068470954895) | > loss_gen: 2.2941722869873047 (2.2941722869873047) | > loss_kl: 2.0933680534362793 (2.0933680534362793) | > loss_feat: 7.515817165374756 (7.515817165374756) | > loss_mel: 13.995092391967773 (13.995092391967773) | > loss_duration: 1.7765591144561768 (1.7765591144561768) | > loss_1: 27.675010681152344 (27.675010681152344)  --> STEP: 2 | > loss_disc: 2.2280473709106445 (2.2543660402297974) | > loss_disc_real_0: 0.12640781700611115 (0.1132066510617733) | > loss_disc_real_1: 0.17459511756896973 (0.17716388404369354) | > loss_disc_real_2: 0.20973798632621765 (0.2059820219874382) | > loss_disc_real_3: 0.17375515401363373 (0.17779114842414856) | > loss_disc_real_4: 0.21724683046340942 (0.2164931520819664) | > loss_disc_real_5: 0.19877219200134277 (0.19135786592960358) | > loss_0: 2.2280473709106445 (2.2543660402297974) | > loss_gen: 2.460326671600342 (2.3772494792938232) | > loss_kl: 1.8003664016723633 (1.9468672275543213) | > loss_feat: 7.5588531494140625 (7.537335157394409) | > loss_mel: 13.388601303100586 (13.69184684753418) | > loss_duration: 1.82297682762146 (1.7997679710388184) | > loss_1: 27.031126022338867 (27.353068351745605)  --> STEP: 3 | > loss_disc: 2.2048609256744385 (2.237864335378011) | > loss_disc_real_0: 0.11713699996471405 (0.11451676736275355) | > loss_disc_real_1: 0.19675147533416748 (0.1836930811405182) | > loss_disc_real_2: 0.19921837747097015 (0.2037274738152822) | > loss_disc_real_3: 0.15166155993938446 (0.16908128559589386) | > loss_disc_real_4: 0.19186203181743622 (0.20828277866045633) | > loss_disc_real_5: 0.1979714035987854 (0.19356237848599753) | > loss_0: 2.2048609256744385 (2.237864335378011) | > loss_gen: 2.4613146781921387 (2.4052712122599282) | > loss_kl: 1.885438323020935 (1.9263909260431926) | > loss_feat: 8.192065238952637 (7.755578517913818) | > loss_mel: 14.599466323852539 (13.994386672973633) | > loss_duration: 1.8056594133377075 (1.801731785138448) | > loss_1: 28.943944931030273 (27.883360544840496)  --> STEP: 4 | > loss_disc: 2.1646947860717773 (2.2195719480514526) | > loss_disc_real_0: 0.09623510390520096 (0.1099463514983654) | > loss_disc_real_1: 0.2183658331632614 (0.192361269146204) | > loss_disc_real_2: 0.24453209340572357 (0.21392862871289253) | > loss_disc_real_3: 0.17039962112903595 (0.16941086947917938) | > loss_disc_real_4: 0.264376699924469 (0.2223062589764595) | > loss_disc_real_5: 0.18717195093631744 (0.1919647715985775) | > loss_0: 2.1646947860717773 (2.2195719480514526) | > loss_gen: 2.850297451019287 (2.516527771949768) | > loss_kl: 1.8490536212921143 (1.907056599855423) | > loss_feat: 9.287397384643555 (8.138533234596252) | > loss_mel: 15.032383918762207 (14.253885984420776) | > loss_duration: 1.7431132793426514 (1.787077158689499) | > loss_1: 30.762245178222656 (28.603081703186035) --> EVAL PERFORMANCE | > avg_loader_time: 0.2835577130317688 (-0.0032822489738464355) | > avg_loss_disc: 2.2195719480514526 (+0.025828897953033447) | > avg_loss_disc_real_0: 0.1099463514983654 (+0.01165367104113102) | > avg_loss_disc_real_1: 0.192361269146204 (-0.0014870092272758484) | > avg_loss_disc_real_2: 0.21392862871289253 (+0.02026715874671936) | > avg_loss_disc_real_3: 0.16941086947917938 (-0.07240989804267883) | > avg_loss_disc_real_4: 0.2223062589764595 (-0.016526833176612854) | > avg_loss_disc_real_5: 0.1919647715985775 (-0.02912183105945587) | > avg_loss_0: 2.2195719480514526 (+0.025828897953033447) | > avg_loss_gen: 2.516527771949768 (-0.27066242694854736) | > avg_loss_kl: 1.907056599855423 (+0.02342560887336731) | > avg_loss_feat: 8.138533234596252 (-0.16988933086395264) | > avg_loss_mel: 14.253885984420776 (+0.04972505569458008) | > avg_loss_duration: 1.787077158689499 (+0.0015475749969482422) | > avg_loss_1: 28.603081703186035 (-0.36585235595703125)  > EPOCH: 50/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 22:17:33)   --> TIME: 2025-05-08 22:18:07 -- STEP: 37/725 -- GLOBAL_STEP: 82150 | > loss_disc: 2.101824998855591 (2.206849587930215) | > loss_disc_real_0: 0.12989456951618195 (0.12883302539184288) | > loss_disc_real_1: 0.17131328582763672 (0.19699826635218956) | > loss_disc_real_2: 0.18413488566875458 (0.19161513206121084) | > loss_disc_real_3: 0.1756511926651001 (0.2042361328730712) | > loss_disc_real_4: 0.1878487765789032 (0.2029574593982181) | > loss_disc_real_5: 0.19504474103450775 (0.20295192341546756) | > loss_0: 2.101824998855591 (2.206849587930215) | > grad_norm_0: tensor(32.9363, device='cuda:0') (tensor(36.4122, device='cuda:0')) | > loss_gen: 2.8821918964385986 (2.815747177278673) | > loss_kl: 1.6867183446884155 (1.7577117069347485) | > loss_feat: 8.440356254577637 (8.399643292298185) | > loss_mel: 12.859491348266602 (13.850689965325433) | > loss_duration: 1.748085618019104 (1.7305125996873185) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.61684226989746 (28.55430489617425) | > grad_norm_1: tensor(921.2349, device='cuda:0') (tensor(716.5184, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8467 (0.8457456408320246) | > loader_time: 0.0121 (0.010774676864211625)  --> TIME: 2025-05-08 22:18:50 -- STEP: 87/725 -- GLOBAL_STEP: 82200 | > loss_disc: 2.0380241870880127 (2.2161259596375213) | > loss_disc_real_0: 0.07962652295827866 (0.13282279109303985) | > loss_disc_real_1: 0.18990933895111084 (0.19845756254662042) | > loss_disc_real_2: 0.21303774416446686 (0.19466895327485836) | > loss_disc_real_3: 0.21545171737670898 (0.20310045813006916) | > loss_disc_real_4: 0.19849072396755219 (0.20185760177414994) | > loss_disc_real_5: 0.21277841925621033 (0.20007694915108298) | > loss_0: 2.0380241870880127 (2.2161259596375213) | > grad_norm_0: tensor(13.4045, device='cuda:0') (tensor(35.1947, device='cuda:0')) | > loss_gen: 3.1178979873657227 (2.793600800393642) | > loss_kl: 1.887763500213623 (1.7646427661523052) | > loss_feat: 9.924934387207031 (8.301193149610501) | > loss_mel: 15.100007057189941 (13.729698838858768) | > loss_duration: 1.7250006198883057 (1.7321138409362442) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.75560188293457 (28.321249424726112) | > grad_norm_1: tensor(647.1381, device='cuda:0') (tensor(771.4600, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8284 (0.8443638976963087) | > loader_time: 0.012 (0.010744253794352213)  --> TIME: 2025-05-08 22:19:33 -- STEP: 137/725 -- GLOBAL_STEP: 82250 | > loss_disc: 2.210146427154541 (2.206166712907109) | > loss_disc_real_0: 0.0853336974978447 (0.12964836026739038) | > loss_disc_real_1: 0.19991080462932587 (0.1982627767716011) | > loss_disc_real_2: 0.1946665644645691 (0.19320638967256473) | > loss_disc_real_3: 0.2027757465839386 (0.20234465979746658) | > loss_disc_real_4: 0.18841926753520966 (0.20120559371735927) | > loss_disc_real_5: 0.19733770191669464 (0.19895214582011647) | > loss_0: 2.210146427154541 (2.206166712907109) | > grad_norm_0: tensor(24.3218, device='cuda:0') (tensor(34.6745, device='cuda:0')) | > loss_gen: 2.7844631671905518 (2.8065883452004763) | > loss_kl: 1.8282742500305176 (1.7641370339985312) | > loss_feat: 7.7516984939575195 (8.379222201604916) | > loss_mel: 12.580170631408691 (13.788316538734158) | > loss_duration: 1.730473279953003 (1.7325929699152927) | > amp_scaler: 128.0 (130.80291970802918) | > loss_1: 26.675081253051758 (28.470857105115904) | > grad_norm_1: tensor(729.7389, device='cuda:0') (tensor(756.3004, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8189 (0.8455906767044624) | > loader_time: 0.0091 (0.010716986482160806)  --> TIME: 2025-05-08 22:20:16 -- STEP: 187/725 -- GLOBAL_STEP: 82300 | > loss_disc: 2.0966386795043945 (2.2145026526986595) | > loss_disc_real_0: 0.08848363906145096 (0.13289203409125475) | > loss_disc_real_1: 0.15236425399780273 (0.1982316203455237) | > loss_disc_real_2: 0.16430705785751343 (0.19347268032198922) | > loss_disc_real_3: 0.15651535987854004 (0.2029841986091379) | > loss_disc_real_4: 0.14870724081993103 (0.20034521268332067) | > loss_disc_real_5: 0.15132515132427216 (0.2001112181553866) | > loss_0: 2.0966386795043945 (2.2145026526986595) | > grad_norm_0: tensor(38.4287, device='cuda:0') (tensor(34.7827, device='cuda:0')) | > loss_gen: 2.611943483352661 (2.7830980079059318) | > loss_kl: 1.8016414642333984 (1.7710210040291363) | > loss_feat: 9.436813354492188 (8.314323562989266) | > loss_mel: 14.763644218444824 (13.746069234960224) | > loss_duration: 1.780686378479004 (1.7339948772746607) | > amp_scaler: 128.0 (130.05347593582883) | > loss_1: 30.394729614257812 (28.348506662297375) | > grad_norm_1: tensor(1343.3665, device='cuda:0') (tensor(784.3221, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8752 (0.8453555744599531) | > loader_time: 0.0109 (0.010742385119677865)  --> TIME: 2025-05-08 22:21:00 -- STEP: 237/725 -- GLOBAL_STEP: 82350 | > loss_disc: 2.3637914657592773 (2.214743750507822) | > loss_disc_real_0: 0.07155582308769226 (0.13306437600954177) | > loss_disc_real_1: 0.21799446642398834 (0.1982157890555225) | > loss_disc_real_2: 0.22406616806983948 (0.19392779400328544) | > loss_disc_real_3: 0.19904126226902008 (0.20263716251538272) | > loss_disc_real_4: 0.1667938530445099 (0.20016666712388712) | > loss_disc_real_5: 0.21697747707366943 (0.1999990999195646) | > loss_0: 2.3637914657592773 (2.214743750507822) | > grad_norm_0: tensor(10.6304, device='cuda:0') (tensor(35.8905, device='cuda:0')) | > loss_gen: 2.8898983001708984 (2.792471604005196) | > loss_kl: 1.9796650409698486 (1.7697737835630585) | > loss_feat: 9.167011260986328 (8.355118415526706) | > loss_mel: 16.774169921875 (13.792523170825302) | > loss_duration: 1.732041835784912 (1.7330081991002526) | > amp_scaler: 128.0 (129.62025316455683) | > loss_1: 32.54278564453125 (28.44289523740358) | > grad_norm_1: tensor(639.3646, device='cuda:0') (tensor(806.4052, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.7935 (0.8486456307680798) | > loader_time: 0.0109 (0.01080104670947111)  --> TIME: 2025-05-08 22:21:42 -- STEP: 287/725 -- GLOBAL_STEP: 82400 | > loss_disc: 2.306852340698242 (2.221449672137405) | > loss_disc_real_0: 0.11864815652370453 (0.13451831789122645) | > loss_disc_real_1: 0.1986541599035263 (0.19882511344936252) | > loss_disc_real_2: 0.20007270574569702 (0.19396324377857435) | > loss_disc_real_3: 0.2526986002922058 (0.20325520935789634) | > loss_disc_real_4: 0.23258477449417114 (0.19986398814031886) | > loss_disc_real_5: 0.19991841912269592 (0.20178963539907738) | > loss_0: 2.306852340698242 (2.221449672137405) | > grad_norm_0: tensor(20.9227, device='cuda:0') (tensor(36.1916, device='cuda:0')) | > loss_gen: 2.739842653274536 (2.785084739379353) | > loss_kl: 1.7063754796981812 (1.7692795601456008) | > loss_feat: 7.567825794219971 (8.32759835246548) | > loss_mel: 13.151106834411621 (13.8331205188605) | > loss_duration: 1.7701637744903564 (1.7348356309252748) | > amp_scaler: 128.0 (129.33797909407653) | > loss_1: 26.93531608581543 (28.449918833343823) | > grad_norm_1: tensor(856.2130, device='cuda:0') (tensor(807.3260, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8148 (0.8475728890621704) | > loader_time: 0.0119 (0.010815927791263169)  --> TIME: 2025-05-08 22:22:26 -- STEP: 337/725 -- GLOBAL_STEP: 82450 | > loss_disc: 2.170835018157959 (2.2191463772550186) | > loss_disc_real_0: 0.11968527734279633 (0.134175061394712) | > loss_disc_real_1: 0.200265035033226 (0.1981598764923277) | > loss_disc_real_2: 0.16527891159057617 (0.1938068154392327) | > loss_disc_real_3: 0.22693905234336853 (0.20303974563714658) | > loss_disc_real_4: 0.19145271182060242 (0.19956595771213667) | > loss_disc_real_5: 0.21372666954994202 (0.20194503284703377) | > loss_0: 2.170835018157959 (2.2191463772550186) | > grad_norm_0: tensor(34.8233, device='cuda:0') (tensor(36.3621, device='cuda:0')) | > loss_gen: 2.7939956188201904 (2.783167937389116) | > loss_kl: 1.736669898033142 (1.7724332848359285) | > loss_feat: 8.241198539733887 (8.343391470810069) | > loss_mel: 14.037978172302246 (13.869645212099888) | > loss_duration: 1.7200090885162354 (1.7342844614289281) | > amp_scaler: 128.0 (129.13946587537083) | > loss_1: 28.529850006103516 (28.502922397692764) | > grad_norm_1: tensor(1036.3379, device='cuda:0') (tensor(813.1743, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.864 (0.8473369742713271) | > loader_time: 0.0119 (0.010846391276011488)  --> TIME: 2025-05-08 22:23:09 -- STEP: 387/725 -- GLOBAL_STEP: 82500 | > loss_disc: 2.1544604301452637 (2.220819542574329) | > loss_disc_real_0: 0.12991046905517578 (0.13527605724003577) | > loss_disc_real_1: 0.18289795517921448 (0.19821566347157923) | > loss_disc_real_2: 0.17867018282413483 (0.193867485883624) | > loss_disc_real_3: 0.18838472664356232 (0.2026244225582103) | > loss_disc_real_4: 0.19069074094295502 (0.19929914638515592) | > loss_disc_real_5: 0.17647427320480347 (0.20234507691952608) | > loss_0: 2.1544604301452637 (2.220819542574329) | > grad_norm_0: tensor(24.4999, device='cuda:0') (tensor(36.6798, device='cuda:0')) | > loss_gen: 2.653877019882202 (2.778923477005283) | > loss_kl: 1.660175085067749 (1.7751609391944354) | > loss_feat: 8.09750747680664 (8.318663695677914) | > loss_mel: 14.063332557678223 (13.85324600623868) | > loss_duration: 1.8180593252182007 (1.7346283277491883) | > amp_scaler: 128.0 (128.99224806201536) | > loss_1: 28.292951583862305 (28.460622447405676) | > grad_norm_1: tensor(991.2828, device='cuda:0') (tensor(807.1092, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8489 (0.8471927612018831) | > loader_time: 0.0106 (0.010856260008898205)  --> TIME: 2025-05-08 22:23:51 -- STEP: 437/725 -- GLOBAL_STEP: 82550 | > loss_disc: 2.0656797885894775 (2.218800939466098) | > loss_disc_real_0: 0.11169130355119705 (0.13453828967101794) | > loss_disc_real_1: 0.1745341569185257 (0.19780496182239846) | > loss_disc_real_2: 0.21107877790927887 (0.19389332339883666) | > loss_disc_real_3: 0.19101376831531525 (0.20244504521585985) | > loss_disc_real_4: 0.18003803491592407 (0.198944601743936) | > loss_disc_real_5: 0.22937090694904327 (0.2025213676677416) | > loss_0: 2.0656797885894775 (2.218800939466098) | > grad_norm_0: tensor(25.5993, device='cuda:0') (tensor(36.7725, device='cuda:0')) | > loss_gen: 3.109279155731201 (2.780149016827688) | > loss_kl: 1.8327304124832153 (1.7705959850917965) | > loss_feat: 9.46624755859375 (8.332126018384491) | > loss_mel: 15.059402465820312 (13.87940471396021) | > loss_duration: 1.6958540678024292 (1.7338412803697913) | > amp_scaler: 128.0 (128.87871853546906) | > loss_1: 31.16351318359375 (28.496117004813538) | > grad_norm_1: tensor(688.7755, device='cuda:0') (tensor(817.8566, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8742 (0.8464629246386565) | > loader_time: 0.0118 (0.010884145850175036)  --> TIME: 2025-05-08 22:24:34 -- STEP: 487/725 -- GLOBAL_STEP: 82600 | > loss_disc: 2.245138645172119 (2.2155700552390085) | > loss_disc_real_0: 0.1717483401298523 (0.13383051042408692) | > loss_disc_real_1: 0.19530558586120605 (0.19766080348888218) | > loss_disc_real_2: 0.18032266199588776 (0.19353615564487306) | > loss_disc_real_3: 0.18725618720054626 (0.20225869287455597) | > loss_disc_real_4: 0.20689699053764343 (0.19883100220310124) | > loss_disc_real_5: 0.18165113031864166 (0.2023382562019497) | > loss_0: 2.245138645172119 (2.2155700552390085) | > grad_norm_0: tensor(44.8366, device='cuda:0') (tensor(36.8492, device='cuda:0')) | > loss_gen: 2.640209197998047 (2.7812903671538822) | > loss_kl: 1.7750558853149414 (1.7711220458302899) | > loss_feat: 7.606927871704102 (8.337700476636627) | > loss_mel: 12.46436595916748 (13.89143362378193) | > loss_duration: 1.7394027709960938 (1.7344290933569844) | > amp_scaler: 128.0 (128.78850102669395) | > loss_1: 26.225961685180664 (28.515975595744482) | > grad_norm_1: tensor(870.5423, device='cuda:0') (tensor(827.0520, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8139 (0.8460221452145116) | > loader_time: 0.0117 (0.010913880209168864)  --> TIME: 2025-05-08 22:25:18 -- STEP: 537/725 -- GLOBAL_STEP: 82650 | > loss_disc: 2.2864725589752197 (2.2152857878132677) | > loss_disc_real_0: 0.14361582696437836 (0.13411832453069095) | > loss_disc_real_1: 0.22408513724803925 (0.1975553594321512) | > loss_disc_real_2: 0.21191057562828064 (0.19344481098807279) | > loss_disc_real_3: 0.20666943490505219 (0.20225105105831634) | > loss_disc_real_4: 0.1872323900461197 (0.19861901777638624) | > loss_disc_real_5: 0.25311511754989624 (0.20255303701985927) | > loss_0: 2.2864725589752197 (2.2152857878132677) | > grad_norm_0: tensor(17.5015, device='cuda:0') (tensor(36.5251, device='cuda:0')) | > loss_gen: 2.7604997158050537 (2.780155034482592) | > loss_kl: 1.6109085083007812 (1.7705932258449675) | > loss_feat: 7.136033058166504 (8.331085960736264) | > loss_mel: 11.603961944580078 (13.884701597401996) | > loss_duration: 1.7635345458984375 (1.7348159471703644) | > amp_scaler: 128.0 (128.71508379888257) | > loss_1: 24.874937057495117 (28.501351748986842) | > grad_norm_1: tensor(398.5215, device='cuda:0') (tensor(820.7217, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8455 (0.8463570907351247) | > loader_time: 0.0113 (0.010927888046207822)  --> TIME: 2025-05-08 22:26:01 -- STEP: 587/725 -- GLOBAL_STEP: 82700 | > loss_disc: 2.0850605964660645 (2.2116657347248583) | > loss_disc_real_0: 0.12521876394748688 (0.13250463533975218) | > loss_disc_real_1: 0.20449353754520416 (0.19739462981029104) | > loss_disc_real_2: 0.1769949197769165 (0.19335001493840645) | > loss_disc_real_3: 0.1798393428325653 (0.20216611314571284) | > loss_disc_real_4: 0.1841859519481659 (0.19842064893428482) | > loss_disc_real_5: 0.16700121760368347 (0.20246556924189588) | > loss_0: 2.0850605964660645 (2.2116657347248583) | > grad_norm_0: tensor(37.1157, device='cuda:0') (tensor(36.2131, device='cuda:0')) | > loss_gen: 2.982015609741211 (2.785129437454719) | > loss_kl: 1.6697965860366821 (1.7699610857987929) | > loss_feat: 8.926030158996582 (8.346749476314205) | > loss_mel: 14.33889389038086 (13.884782846376073) | > loss_duration: 1.7114681005477905 (1.7341812473342606) | > amp_scaler: 128.0 (128.6541737649062) | > loss_1: 29.628204345703125 (28.520804085154754) | > grad_norm_1: tensor(769.3867, device='cuda:0') (tensor(810.2903, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8643 (0.8461344286774044) | > loader_time: 0.0097 (0.01094310450188346)  --> TIME: 2025-05-08 22:26:44 -- STEP: 637/725 -- GLOBAL_STEP: 82750 | > loss_disc: 2.230051279067993 (2.210878259158769) | > loss_disc_real_0: 0.08617063611745834 (0.1324123029466983) | > loss_disc_real_1: 0.15956301987171173 (0.19746575180552262) | > loss_disc_real_2: 0.17138922214508057 (0.19337135305397182) | > loss_disc_real_3: 0.2147008180618286 (0.20217362331632915) | > loss_disc_real_4: 0.214226633310318 (0.19849255194469398) | > loss_disc_real_5: 0.19059939682483673 (0.20237528414610256) | > loss_0: 2.230051279067993 (2.210878259158769) | > grad_norm_0: tensor(48.1276, device='cuda:0') (tensor(36.3628, device='cuda:0')) | > loss_gen: 2.824265241622925 (2.7863169899166493) | > loss_kl: 1.599843144416809 (1.7681609757092531) | > loss_feat: 8.909307479858398 (8.355222997710323) | > loss_mel: 13.847959518432617 (13.885790314367465) | > loss_duration: 1.714247703552246 (1.7334225746675784) | > amp_scaler: 128.0 (128.60282574568282) | > loss_1: 28.89562225341797 (28.52891382729427) | > grad_norm_1: tensor(1043.7404, device='cuda:0') (tensor(809.6785, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8255 (0.8461632002466698) | > loader_time: 0.0115 (0.010962127703512483)  --> TIME: 2025-05-08 22:27:27 -- STEP: 687/725 -- GLOBAL_STEP: 82800 | > loss_disc: 2.3545284271240234 (2.2115923150658046) | > loss_disc_real_0: 0.08617469668388367 (0.13229357956039695) | > loss_disc_real_1: 0.21416960656642914 (0.19758631245624897) | > loss_disc_real_2: 0.19156180322170258 (0.1935196022843343) | > loss_disc_real_3: 0.17424580454826355 (0.20230211816413607) | > loss_disc_real_4: 0.1727004200220108 (0.19862600688156967) | > loss_disc_real_5: 0.2221173346042633 (0.20230420003204566) | > loss_0: 2.3545284271240234 (2.2115923150658046) | > grad_norm_0: tensor(23.0001, device='cuda:0') (tensor(36.1144, device='cuda:0')) | > loss_gen: 2.552125930786133 (2.784400244467127) | > loss_kl: 1.6410486698150635 (1.766819820480402) | > loss_feat: 8.195703506469727 (8.34355549694322) | > loss_mel: 13.939208030700684 (13.872792627093053) | > loss_duration: 1.7270921468734741 (1.7330448077408678) | > amp_scaler: 128.0 (128.55895196506543) | > loss_1: 28.055177688598633 (28.500612977984343) | > grad_norm_1: tensor(991.6622, device='cuda:0') (tensor(813.8893, device='cuda:0')) | > current_lr_0: 0.00019875382047998183 | > current_lr_1: 0.00019875382047998183 | > step_time: 0.8761 (0.8460382433090318) | > loader_time: 0.0118 (0.010978842753336769)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1338114738464355 (2.1338114738464355) | > loss_disc_real_0: 0.09229040145874023 (0.09229040145874023) | > loss_disc_real_1: 0.1789993941783905 (0.1789993941783905) | > loss_disc_real_2: 0.250340074300766 (0.250340074300766) | > loss_disc_real_3: 0.19730567932128906 (0.19730567932128906) | > loss_disc_real_4: 0.20551231503486633 (0.20551231503486633) | > loss_disc_real_5: 0.249384805560112 (0.249384805560112) | > loss_0: 2.1338114738464355 (2.1338114738464355) | > loss_gen: 2.8925838470458984 (2.8925838470458984) | > loss_kl: 1.9964338541030884 (1.9964338541030884) | > loss_feat: 8.85718059539795 (8.85718059539795) | > loss_mel: 14.478289604187012 (14.478289604187012) | > loss_duration: 1.6875600814819336 (1.6875600814819336) | > loss_1: 29.91204833984375 (29.91204833984375)  --> STEP: 1 | > loss_disc: 2.1091575622558594 (2.1091575622558594) | > loss_disc_real_0: 0.08971256017684937 (0.08971256017684937) | > loss_disc_real_1: 0.17699770629405975 (0.17699770629405975) | > loss_disc_real_2: 0.2901918888092041 (0.2901918888092041) | > loss_disc_real_3: 0.18086552619934082 (0.18086552619934082) | > loss_disc_real_4: 0.22120466828346252 (0.22120466828346252) | > loss_disc_real_5: 0.22685959935188293 (0.22685959935188293) | > loss_0: 2.1091575622558594 (2.1091575622558594) | > loss_gen: 2.9061450958251953 (2.9061450958251953) | > loss_kl: 1.944827675819397 (1.944827675819397) | > loss_feat: 9.081106185913086 (9.081106185913086) | > loss_mel: 15.842875480651855 (15.842875480651855) | > loss_duration: 1.762516736984253 (1.762516736984253) | > loss_1: 31.5374698638916 (31.5374698638916)  --> STEP: 2 | > loss_disc: 2.248243808746338 (2.1787006855010986) | > loss_disc_real_0: 0.11553660780191422 (0.10262458398938179) | > loss_disc_real_1: 0.18018904328346252 (0.17859337478876114) | > loss_disc_real_2: 0.2818281352519989 (0.2860100120306015) | > loss_disc_real_3: 0.19545194506645203 (0.18815873563289642) | > loss_disc_real_4: 0.23324546217918396 (0.22722506523132324) | > loss_disc_real_5: 0.24618998169898987 (0.2365247905254364) | > loss_0: 2.248243808746338 (2.1787006855010986) | > loss_gen: 2.769068717956543 (2.837606906890869) | > loss_kl: 1.795410394668579 (1.870119035243988) | > loss_feat: 7.417732238769531 (8.249419212341309) | > loss_mel: 13.43517017364502 (14.639022827148438) | > loss_duration: 1.8166319131851196 (1.7895743250846863) | > loss_1: 27.234012603759766 (29.385741233825684)  --> STEP: 3 | > loss_disc: 2.052152156829834 (2.1365178426106772) | > loss_disc_real_0: 0.08482007682323456 (0.09668974826733272) | > loss_disc_real_1: 0.18796153366565704 (0.1817160944143931) | > loss_disc_real_2: 0.2748052179813385 (0.28227508068084717) | > loss_disc_real_3: 0.17212766408920288 (0.1828150451183319) | > loss_disc_real_4: 0.21313032507896423 (0.22252681851387024) | > loss_disc_real_5: 0.22244389355182648 (0.23183115820089975) | > loss_0: 2.052152156829834 (2.1365178426106772) | > loss_gen: 3.1102218627929688 (2.928478558858236) | > loss_kl: 1.896217703819275 (1.8788185914357503) | > loss_feat: 9.643874168395996 (8.714237531026205) | > loss_mel: 15.633822441101074 (14.970622698465982) | > loss_duration: 1.7998217344284058 (1.7929901281992595) | > loss_1: 32.08395767211914 (30.285146713256836)  --> STEP: 4 | > loss_disc: 2.1339993476867676 (2.1358882188796997) | > loss_disc_real_0: 0.07623268663883209 (0.09157548286020756) | > loss_disc_real_1: 0.19305506348609924 (0.18455083668231964) | > loss_disc_real_2: 0.26232367753982544 (0.27728722989559174) | > loss_disc_real_3: 0.17547836899757385 (0.1809808760881424) | > loss_disc_real_4: 0.2250070869922638 (0.22314688563346863) | > loss_disc_real_5: 0.2524248957633972 (0.23697959259152412) | > loss_0: 2.1339993476867676 (2.1358882188796997) | > loss_gen: 2.951746702194214 (2.9342955946922302) | > loss_kl: 1.9740471839904785 (1.9026257395744324) | > loss_feat: 9.831880569458008 (8.993648290634155) | > loss_mel: 16.06624984741211 (15.244529485702515) | > loss_duration: 1.7154912948608398 (1.7736154198646545) | > loss_1: 32.53941345214844 (30.848713397979736) --> EVAL PERFORMANCE | > avg_loader_time: 0.2821076512336731 (-0.0014500617980957031) | > avg_loss_disc: 2.1358882188796997 (-0.08368372917175293) | > avg_loss_disc_real_0: 0.09157548286020756 (-0.018370868638157845) | > avg_loss_disc_real_1: 0.18455083668231964 (-0.007810432463884354) | > avg_loss_disc_real_2: 0.27728722989559174 (+0.0633586011826992) | > avg_loss_disc_real_3: 0.1809808760881424 (+0.011570006608963013) | > avg_loss_disc_real_4: 0.22314688563346863 (+0.0008406266570091248) | > avg_loss_disc_real_5: 0.23697959259152412 (+0.045014820992946625) | > avg_loss_0: 2.1358882188796997 (-0.08368372917175293) | > avg_loss_gen: 2.9342955946922302 (+0.41776782274246216) | > avg_loss_kl: 1.9026257395744324 (-0.004430860280990601) | > avg_loss_feat: 8.993648290634155 (+0.8551150560379028) | > avg_loss_mel: 15.244529485702515 (+0.9906435012817383) | > avg_loss_duration: 1.7736154198646545 (-0.01346173882484436) | > avg_loss_1: 30.848713397979736 (+2.245631694793701)  > EPOCH: 51/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 22:28:06)   --> TIME: 2025-05-08 22:28:18 -- STEP: 12/725 -- GLOBAL_STEP: 82850 | > loss_disc: 2.181525230407715 (2.195212721824646) | > loss_disc_real_0: 0.1252969205379486 (0.12365749726692836) | > loss_disc_real_1: 0.18998172879219055 (0.19999688739577928) | > loss_disc_real_2: 0.21503615379333496 (0.19458221271634102) | > loss_disc_real_3: 0.22908729314804077 (0.19935927291711172) | > loss_disc_real_4: 0.19911183416843414 (0.1983646315832933) | > loss_disc_real_5: 0.17799103260040283 (0.19751216719547907) | > loss_0: 2.181525230407715 (2.195212721824646) | > grad_norm_0: tensor(26.4871, device='cuda:0') (tensor(37.5436, device='cuda:0')) | > loss_gen: 2.8426198959350586 (2.8156673312187195) | > loss_kl: 1.812827706336975 (1.781346619129181) | > loss_feat: 9.368069648742676 (8.493127902348837) | > loss_mel: 14.456934928894043 (13.937689224878946) | > loss_duration: 1.7517749071121216 (1.7348409096399944) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.232229232788086 (28.762672265370686) | > grad_norm_1: tensor(692.7584, device='cuda:0') (tensor(638.2547, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8454 (0.8663208882013956) | > loader_time: 0.0089 (0.010017613569895426)  --> TIME: 2025-05-08 22:29:02 -- STEP: 62/725 -- GLOBAL_STEP: 82900 | > loss_disc: 2.3719701766967773 (2.1777414083480826) | > loss_disc_real_0: 0.12797489762306213 (0.12207699951625639) | > loss_disc_real_1: 0.18395261466503143 (0.1965879170644668) | > loss_disc_real_2: 0.19920170307159424 (0.19126342982053757) | > loss_disc_real_3: 0.22536788880825043 (0.19952217513515103) | > loss_disc_real_4: 0.22547537088394165 (0.19796140323723516) | > loss_disc_real_5: 0.2193203866481781 (0.19968325452458474) | > loss_0: 2.3719701766967773 (2.1777414083480826) | > grad_norm_0: tensor(42.2252, device='cuda:0') (tensor(31.9352, device='cuda:0')) | > loss_gen: 2.615051746368408 (2.816654997487222) | > loss_kl: 1.725315809249878 (1.803556872952369) | > loss_feat: 7.776024341583252 (8.585127992014726) | > loss_mel: 13.547406196594238 (14.022507390668315) | > loss_duration: 1.7674702405929565 (1.722385169998292) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.43126678466797 (28.950232290452526) | > grad_norm_1: tensor(1004.2742, device='cuda:0') (tensor(826.5463, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8247 (0.8554490689308413) | > loader_time: 0.0103 (0.010303851096860826)  --> TIME: 2025-05-08 22:29:45 -- STEP: 112/725 -- GLOBAL_STEP: 82950 | > loss_disc: 2.0941526889801025 (2.183092939002174) | > loss_disc_real_0: 0.08089897036552429 (0.1293687436264008) | > loss_disc_real_1: 0.18280178308486938 (0.1956757196624364) | > loss_disc_real_2: 0.16497226059436798 (0.19083829849426234) | > loss_disc_real_3: 0.2042224109172821 (0.19905795662530829) | > loss_disc_real_4: 0.21498827636241913 (0.1972436849027872) | > loss_disc_real_5: 0.18195362389087677 (0.19869730914277692) | > loss_0: 2.0941526889801025 (2.183092939002174) | > grad_norm_0: tensor(20.3093, device='cuda:0') (tensor(35.9956, device='cuda:0')) | > loss_gen: 2.7973666191101074 (2.819516494870186) | > loss_kl: 1.8236490488052368 (1.7941848199282373) | > loss_feat: 9.197728157043457 (8.51112512605531) | > loss_mel: 15.23086929321289 (13.89954423052924) | > loss_duration: 1.7216298580169678 (1.7282079202788216) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.771244049072266 (28.752578479903086) | > grad_norm_1: tensor(766.6628, device='cuda:0') (tensor(802.2696, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.814 (0.8501930172954287) | > loader_time: 0.0119 (0.010630701269422263)  --> TIME: 2025-05-08 22:30:28 -- STEP: 162/725 -- GLOBAL_STEP: 83000 | > loss_disc: 2.1657791137695312 (2.1823172554557706) | > loss_disc_real_0: 0.16931161284446716 (0.1301149715565973) | > loss_disc_real_1: 0.20983147621154785 (0.19537223553583943) | > loss_disc_real_2: 0.1944136917591095 (0.1904146572873916) | > loss_disc_real_3: 0.17005977034568787 (0.19914864629139134) | > loss_disc_real_4: 0.19605648517608643 (0.1971838915789569) | > loss_disc_real_5: 0.21816261112689972 (0.20030848543953023) | > loss_0: 2.1657791137695312 (2.1823172554557706) | > grad_norm_0: tensor(54.9417, device='cuda:0') (tensor(35.3866, device='cuda:0')) | > loss_gen: 3.126248359680176 (2.814694453168799) | > loss_kl: 1.8770495653152466 (1.8005656217351371) | > loss_feat: 9.304657936096191 (8.542498879962501) | > loss_mel: 14.115250587463379 (13.951558672351602) | > loss_duration: 1.6869338750839233 (1.7294483361420807) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.110139846801758 (28.838765874321076) | > grad_norm_1: tensor(706.8839, device='cuda:0') (tensor(813.7374, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8251 (0.8485549688339233) | > loader_time: 0.0118 (0.010653485486536851) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_83000.pth  --> TIME: 2025-05-08 22:31:13 -- STEP: 212/725 -- GLOBAL_STEP: 83050 | > loss_disc: 2.3109235763549805 (2.192144156626935) | > loss_disc_real_0: 0.21253538131713867 (0.12985729417359482) | > loss_disc_real_1: 0.16827024519443512 (0.19559758775076777) | > loss_disc_real_2: 0.2170359492301941 (0.19164686073672096) | > loss_disc_real_3: 0.1952519416809082 (0.2003250851664903) | > loss_disc_real_4: 0.22640182077884674 (0.1985274483713339) | > loss_disc_real_5: 0.20879831910133362 (0.20063167564430334) | > loss_0: 2.3109235763549805 (2.192144156626935) | > grad_norm_0: tensor(46.9401, device='cuda:0') (tensor(35.8911, device='cuda:0')) | > loss_gen: 2.8399572372436523 (2.8083103906433537) | > loss_kl: 1.7237629890441895 (1.797402853673359) | > loss_feat: 7.452206611633301 (8.506628394126901) | > loss_mel: 12.787557601928711 (13.93179377070013) | > loss_duration: 1.7314459085464478 (1.7303797686999698) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.534931182861328 (28.77451518796525) | > grad_norm_1: tensor(679.4823, device='cuda:0') (tensor(799.5251, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8272 (0.8481227474392585) | > loader_time: 0.0099 (0.010708334310999457)  --> TIME: 2025-05-08 22:31:56 -- STEP: 262/725 -- GLOBAL_STEP: 83100 | > loss_disc: 2.3122451305389404 (2.197200652297216) | > loss_disc_real_0: 0.10490484535694122 (0.12982156049488594) | > loss_disc_real_1: 0.19517873227596283 (0.19626069381719327) | > loss_disc_real_2: 0.19380994141101837 (0.1918387863472218) | > loss_disc_real_3: 0.20916834473609924 (0.2012651620702889) | > loss_disc_real_4: 0.1892203986644745 (0.19845897681613006) | > loss_disc_real_5: 0.20652827620506287 (0.20110023675756608) | > loss_0: 2.3122451305389404 (2.197200652297216) | > grad_norm_0: tensor(19.6423, device='cuda:0') (tensor(35.6687, device='cuda:0')) | > loss_gen: 2.547337532043457 (2.7995143792101445) | > loss_kl: 1.7759435176849365 (1.7925821219691793) | > loss_feat: 7.408801555633545 (8.463447019344072) | > loss_mel: 13.797150611877441 (13.885180600726878) | > loss_duration: 1.7083992958068848 (1.7335385853097638) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.23763084411621 (28.674262731129886) | > grad_norm_1: tensor(383.6909, device='cuda:0') (tensor(803.8273, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8819 (0.8464770881274274) | > loader_time: 0.01 (0.010669267814577992)  --> TIME: 2025-05-08 22:32:39 -- STEP: 312/725 -- GLOBAL_STEP: 83150 | > loss_disc: 2.251587152481079 (2.2011087720210734) | > loss_disc_real_0: 0.13778896629810333 (0.1316299102842233) | > loss_disc_real_1: 0.20951314270496368 (0.19634388950772771) | > loss_disc_real_2: 0.18216802179813385 (0.19173871768781772) | > loss_disc_real_3: 0.2211771160364151 (0.20175105180495828) | > loss_disc_real_4: 0.17965571582317352 (0.19815063180449682) | > loss_disc_real_5: 0.2263655811548233 (0.20168493043344762) | > loss_0: 2.251587152481079 (2.2011087720210734) | > grad_norm_0: tensor(41.6625, device='cuda:0') (tensor(35.4501, device='cuda:0')) | > loss_gen: 2.701967477798462 (2.7892459248885135) | > loss_kl: 1.9157124757766724 (1.7891505284187121) | > loss_feat: 8.480859756469727 (8.416920316524996) | > loss_mel: 13.39199447631836 (13.84223734721159) | > loss_duration: 1.7295198440551758 (1.7328485135848706) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.220054626464844 (28.570402634449493) | > grad_norm_1: tensor(973.0792, device='cuda:0') (tensor(803.6509, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8484 (0.8473852888131753) | > loader_time: 0.0113 (0.01063889112228002)  --> TIME: 2025-05-08 22:33:22 -- STEP: 362/725 -- GLOBAL_STEP: 83200 | > loss_disc: 2.377009391784668 (2.2026167528405347) | > loss_disc_real_0: 0.13877971470355988 (0.13225998409421721) | > loss_disc_real_1: 0.22761136293411255 (0.196362952048278) | > loss_disc_real_2: 0.21194303035736084 (0.19187713809599533) | > loss_disc_real_3: 0.1941242814064026 (0.20159185315528635) | > loss_disc_real_4: 0.19522535800933838 (0.19807871056525084) | > loss_disc_real_5: 0.18051333725452423 (0.20193349915808745) | > loss_0: 2.377009391784668 (2.2026167528405347) | > grad_norm_0: tensor(19.2989, device='cuda:0') (tensor(34.9873, device='cuda:0')) | > loss_gen: 2.661465644836426 (2.7843721255413088) | > loss_kl: 1.899932861328125 (1.7900336147671905) | > loss_feat: 7.311570644378662 (8.400214134658897) | > loss_mel: 13.327031135559082 (13.816846523495666) | > loss_duration: 1.665390968322754 (1.7316012346283507) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.86539077758789 (28.523067642970638) | > grad_norm_1: tensor(384.4973, device='cuda:0') (tensor(797.5240, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8224 (0.8469876828114631) | > loader_time: 0.0138 (0.01061078132186805)  --> TIME: 2025-05-08 22:34:05 -- STEP: 412/725 -- GLOBAL_STEP: 83250 | > loss_disc: 2.1023640632629395 (2.203210978832055) | > loss_disc_real_0: 0.0941879078745842 (0.13342126776256294) | > loss_disc_real_1: 0.18846599757671356 (0.1960795485568278) | > loss_disc_real_2: 0.1861083209514618 (0.19157785871653882) | > loss_disc_real_3: 0.20782829821109772 (0.20138736163238885) | > loss_disc_real_4: 0.20655067265033722 (0.1979427429512866) | > loss_disc_real_5: 0.18845881521701813 (0.2022789749271662) | > loss_0: 2.1023640632629395 (2.203210978832055) | > grad_norm_0: tensor(26.3488, device='cuda:0') (tensor(34.7850, device='cuda:0')) | > loss_gen: 2.8081231117248535 (2.78465715600449) | > loss_kl: 1.74813973903656 (1.7846443305895165) | > loss_feat: 8.852413177490234 (8.396552950433154) | > loss_mel: 13.947236061096191 (13.831529436759576) | > loss_duration: 1.7205677032470703 (1.7319019486024543) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.076478958129883 (28.52928584756203) | > grad_norm_1: tensor(766.5927, device='cuda:0') (tensor(790.7059, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8606 (0.8464769246508774) | > loader_time: 0.0118 (0.010615601701643856)  --> TIME: 2025-05-08 22:34:48 -- STEP: 462/725 -- GLOBAL_STEP: 83300 | > loss_disc: 2.133035182952881 (2.204601197531725) | > loss_disc_real_0: 0.09880215674638748 (0.13359136481918535) | > loss_disc_real_1: 0.20719285309314728 (0.19619987385742593) | > loss_disc_real_2: 0.2111109048128128 (0.19166849266528052) | > loss_disc_real_3: 0.2035556584596634 (0.20136314414409337) | > loss_disc_real_4: 0.19785581529140472 (0.1977395705588452) | > loss_disc_real_5: 0.18922913074493408 (0.20254260888605413) | > loss_0: 2.133035182952881 (2.204601197531725) | > grad_norm_0: tensor(35.3485, device='cuda:0') (tensor(35.0179, device='cuda:0')) | > loss_gen: 2.904269218444824 (2.7828347048202127) | > loss_kl: 1.9250376224517822 (1.7850463395510918) | > loss_feat: 7.91165018081665 (8.38604759447502) | > loss_mel: 13.919129371643066 (13.818149523301557) | > loss_duration: 1.759537935256958 (1.7316394577294718) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.419626235961914 (28.503717628908365) | > grad_norm_1: tensor(767.9874, device='cuda:0') (tensor(789.1177, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.779 (0.8460520671043561) | > loader_time: 0.0101 (0.010667026300966994)  --> TIME: 2025-05-08 22:35:31 -- STEP: 512/725 -- GLOBAL_STEP: 83350 | > loss_disc: 2.2943027019500732 (2.204675890970972) | > loss_disc_real_0: 0.11759819090366364 (0.1333797747574861) | > loss_disc_real_1: 0.2026458978652954 (0.19617569909314625) | > loss_disc_real_2: 0.20730014145374298 (0.1915634130127728) | > loss_disc_real_3: 0.20860476791858673 (0.20129471685504546) | > loss_disc_real_4: 0.21196140348911285 (0.19787995584192683) | > loss_disc_real_5: 0.19078096747398376 (0.20268735001445753) | > loss_0: 2.2943027019500732 (2.204675890970972) | > grad_norm_0: tensor(12.5380, device='cuda:0') (tensor(35.1703, device='cuda:0')) | > loss_gen: 2.5466530323028564 (2.7836326705291876) | > loss_kl: 1.9003913402557373 (1.7824979408178478) | > loss_feat: 7.258909225463867 (8.38962406758219) | > loss_mel: 12.88273811340332 (13.827739294618366) | > loss_duration: 1.6824188232421875 (1.732000406133011) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.27111053466797 (28.515494380146265) | > grad_norm_1: tensor(551.8419, device='cuda:0') (tensor(782.4723, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8436 (0.8455270128324628) | > loader_time: 0.0101 (0.010721940081566569)  --> TIME: 2025-05-08 22:36:14 -- STEP: 562/725 -- GLOBAL_STEP: 83400 | > loss_disc: 2.020054340362549 (2.2058954128591166) | > loss_disc_real_0: 0.11864283680915833 (0.1334089245249473) | > loss_disc_real_1: 0.17946113646030426 (0.19612273507589123) | > loss_disc_real_2: 0.17384544014930725 (0.19166128088146772) | > loss_disc_real_3: 0.19856193661689758 (0.20151355268692206) | > loss_disc_real_4: 0.18895021080970764 (0.19782857326426112) | > loss_disc_real_5: 0.17589342594146729 (0.2029390789276765) | > loss_0: 2.020054340362549 (2.2058954128591166) | > grad_norm_0: tensor(35.5471, device='cuda:0') (tensor(35.1553, device='cuda:0')) | > loss_gen: 2.9519104957580566 (2.779886604203874) | > loss_kl: 1.7601622343063354 (1.7818663932674719) | > loss_feat: 9.257896423339844 (8.368699755957117) | > loss_mel: 14.322985649108887 (13.808391778070309) | > loss_duration: 1.6798267364501953 (1.73186003589121) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.972782135009766 (28.47070457078384) | > grad_norm_1: tensor(922.2187, device='cuda:0') (tensor(794.3371, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8699 (0.8452046490224655) | > loader_time: 0.012 (0.010750433304131668)  --> TIME: 2025-05-08 22:36:57 -- STEP: 612/725 -- GLOBAL_STEP: 83450 | > loss_disc: 2.3244547843933105 (2.203002621145808) | > loss_disc_real_0: 0.10039352625608444 (0.13200747347710753) | > loss_disc_real_1: 0.18666952848434448 (0.196154598633643) | > loss_disc_real_2: 0.18264131247997284 (0.19194111259641994) | > loss_disc_real_3: 0.20170365273952484 (0.20135356137662933) | > loss_disc_real_4: 0.19505107402801514 (0.19771429475129035) | > loss_disc_real_5: 0.22172211110591888 (0.20261841225955216) | > loss_0: 2.3244547843933105 (2.203002621145808) | > grad_norm_0: tensor(16.5004, device='cuda:0') (tensor(34.7966, device='cuda:0')) | > loss_gen: 2.5234007835388184 (2.785466427896538) | > loss_kl: 1.8924024105072021 (1.7822065057318195) | > loss_feat: 7.6131720542907715 (8.378511718675199) | > loss_mel: 12.571349143981934 (13.807904650183291) | > loss_duration: 1.6593267917633057 (1.7311932259525344) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.25965118408203 (28.48528252084271) | > grad_norm_1: tensor(812.9354, device='cuda:0') (tensor(787.6068, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.802 (0.8454630776168475) | > loader_time: 0.011 (0.010788738727569578)  --> TIME: 2025-05-08 22:37:40 -- STEP: 662/725 -- GLOBAL_STEP: 83500 | > loss_disc: 2.2903032302856445 (2.20246411666409) | > loss_disc_real_0: 0.16963760554790497 (0.13157297898747938) | > loss_disc_real_1: 0.20843003690242767 (0.19636563661865586) | > loss_disc_real_2: 0.1995532214641571 (0.19189832841251564) | > loss_disc_real_3: 0.20517420768737793 (0.20150682514707857) | > loss_disc_real_4: 0.2305373102426529 (0.19770379483789835) | > loss_disc_real_5: 0.23970571160316467 (0.20247868480008885) | > loss_0: 2.2903032302856445 (2.20246411666409) | > grad_norm_0: tensor(11.4775, device='cuda:0') (tensor(34.7666, device='cuda:0')) | > loss_gen: 2.8118951320648193 (2.7869206472466) | > loss_kl: 1.8425250053405762 (1.7801432903079468) | > loss_feat: 8.15921401977539 (8.37787506803645) | > loss_mel: 14.139684677124023 (13.80038769655718) | > loss_duration: 1.7459315061569214 (1.731337550543586) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.699251174926758 (28.476664257913917) | > grad_norm_1: tensor(892.5936, device='cuda:0') (tensor(792.5800, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8749 (0.8455843831837357) | > loader_time: 0.0102 (0.010806239263528784)  --> TIME: 2025-05-08 22:38:23 -- STEP: 712/725 -- GLOBAL_STEP: 83550 | > loss_disc: 2.221964120864868 (2.2056949503636076) | > loss_disc_real_0: 0.12209107726812363 (0.13223982819492053) | > loss_disc_real_1: 0.21199539303779602 (0.19635067562038966) | > loss_disc_real_2: 0.24258480966091156 (0.19215581191473474) | > loss_disc_real_3: 0.22874145209789276 (0.20191948249768682) | > loss_disc_real_4: 0.23533058166503906 (0.19792890042234002) | > loss_disc_real_5: 0.18936283886432648 (0.2026272395395495) | > loss_0: 2.221964120864868 (2.2056949503636076) | > grad_norm_0: tensor(36.2929, device='cuda:0') (tensor(34.7227, device='cuda:0')) | > loss_gen: 2.818591594696045 (2.7832914497075434) | > loss_kl: 1.8264213800430298 (1.7818921437759079) | > loss_feat: 8.451239585876465 (8.361488838544053) | > loss_mel: 15.308308601379395 (13.807628773571405) | > loss_duration: 1.7317171096801758 (1.7308211862371206) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.136280059814453 (28.465122383632018) | > grad_norm_1: tensor(1088.5359, device='cuda:0') (tensor(795.1688, device='cuda:0')) | > current_lr_0: 0.00019872897625242182 | > current_lr_1: 0.00019872897625242182 | > step_time: 0.8128 (0.8453101462192749) | > loader_time: 0.0098 (0.010831452487559796)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.352374792098999 (2.352374792098999) | > loss_disc_real_0: 0.1640772819519043 (0.1640772819519043) | > loss_disc_real_1: 0.18476659059524536 (0.18476659059524536) | > loss_disc_real_2: 0.1667971909046173 (0.1667971909046173) | > loss_disc_real_3: 0.22900284826755524 (0.22900284826755524) | > loss_disc_real_4: 0.26071977615356445 (0.26071977615356445) | > loss_disc_real_5: 0.2986900210380554 (0.2986900210380554) | > loss_0: 2.352374792098999 (2.352374792098999) | > loss_gen: 2.572155714035034 (2.572155714035034) | > loss_kl: 2.0481934547424316 (2.0481934547424316) | > loss_feat: 7.386341094970703 (7.386341094970703) | > loss_mel: 13.019779205322266 (13.019779205322266) | > loss_duration: 1.7037254571914673 (1.7037254571914673) | > loss_1: 26.730194091796875 (26.730194091796875)  --> STEP: 1 | > loss_disc: 2.2772819995880127 (2.2772819995880127) | > loss_disc_real_0: 0.14310839772224426 (0.14310839772224426) | > loss_disc_real_1: 0.18017227947711945 (0.18017227947711945) | > loss_disc_real_2: 0.15410979092121124 (0.15410979092121124) | > loss_disc_real_3: 0.23086342215538025 (0.23086342215538025) | > loss_disc_real_4: 0.2741120755672455 (0.2741120755672455) | > loss_disc_real_5: 0.2974418103694916 (0.2974418103694916) | > loss_0: 2.2772819995880127 (2.2772819995880127) | > loss_gen: 2.6773698329925537 (2.6773698329925537) | > loss_kl: 2.075251817703247 (2.075251817703247) | > loss_feat: 7.966500282287598 (7.966500282287598) | > loss_mel: 14.14804744720459 (14.14804744720459) | > loss_duration: 1.7571961879730225 (1.7571961879730225) | > loss_1: 28.624366760253906 (28.624366760253906)  --> STEP: 2 | > loss_disc: 2.1608686447143555 (2.219075322151184) | > loss_disc_real_0: 0.11828231811523438 (0.13069535791873932) | > loss_disc_real_1: 0.16407904028892517 (0.1721256598830223) | > loss_disc_real_2: 0.13994480669498444 (0.14702729880809784) | > loss_disc_real_3: 0.24236905574798584 (0.23661623895168304) | > loss_disc_real_4: 0.25290805101394653 (0.263510063290596) | > loss_disc_real_5: 0.32409119606018066 (0.3107665032148361) | > loss_0: 2.1608686447143555 (2.219075322151184) | > loss_gen: 2.906388282775879 (2.7918790578842163) | > loss_kl: 1.8968452215194702 (1.9860485196113586) | > loss_feat: 8.85474967956543 (8.410624980926514) | > loss_mel: 15.78732681274414 (14.967687129974365) | > loss_duration: 1.8355368375778198 (1.7963665127754211) | > loss_1: 31.280845642089844 (29.952606201171875)  --> STEP: 3 | > loss_disc: 2.1965134143829346 (2.211554686228434) | > loss_disc_real_0: 0.13794401288032532 (0.13311157623926798) | > loss_disc_real_1: 0.17860831320285797 (0.17428654432296753) | > loss_disc_real_2: 0.14784817397594452 (0.14730092386404672) | > loss_disc_real_3: 0.22071067988872528 (0.23131438593069711) | > loss_disc_real_4: 0.2433089017868042 (0.2567763427893321) | > loss_disc_real_5: 0.3028528094291687 (0.30812860528628033) | > loss_0: 2.1965134143829346 (2.211554686228434) | > loss_gen: 2.768847942352295 (2.7842020193735757) | > loss_kl: 1.914413571357727 (1.9621702035268147) | > loss_feat: 8.287369728088379 (8.369539896647135) | > loss_mel: 14.046581268310547 (14.660651842753092) | > loss_duration: 1.8089704513549805 (1.8005678256352742) | > loss_1: 28.826183319091797 (29.577131907145183)  --> STEP: 4 | > loss_disc: 2.2468104362487793 (2.2203686237335205) | > loss_disc_real_0: 0.14954838156700134 (0.13722077757120132) | > loss_disc_real_1: 0.18662536144256592 (0.17737124860286713) | > loss_disc_real_2: 0.13675785064697266 (0.1446651555597782) | > loss_disc_real_3: 0.21170127391815186 (0.2264111079275608) | > loss_disc_real_4: 0.2663145661354065 (0.2591608986258507) | > loss_disc_real_5: 0.2935531735420227 (0.3044847473502159) | > loss_0: 2.2468104362487793 (2.2203686237335205) | > loss_gen: 2.6526827812194824 (2.7513222098350525) | > loss_kl: 1.9433152675628662 (1.9574564695358276) | > loss_feat: 7.690587997436523 (8.199801921844482) | > loss_mel: 14.787403106689453 (14.692339658737183) | > loss_duration: 1.7232718467712402 (1.7812438309192657) | > loss_1: 28.79726219177246 (29.382164478302002) --> EVAL PERFORMANCE | > avg_loader_time: 0.3093060851097107 (+0.027198433876037598) | > avg_loss_disc: 2.2203686237335205 (+0.0844804048538208) | > avg_loss_disc_real_0: 0.13722077757120132 (+0.04564529471099377) | > avg_loss_disc_real_1: 0.17737124860286713 (-0.007179588079452515) | > avg_loss_disc_real_2: 0.1446651555597782 (-0.13262207433581352) | > avg_loss_disc_real_3: 0.2264111079275608 (+0.04543023183941841) | > avg_loss_disc_real_4: 0.2591608986258507 (+0.03601401299238205) | > avg_loss_disc_real_5: 0.3044847473502159 (+0.06750515475869179) | > avg_loss_0: 2.2203686237335205 (+0.0844804048538208) | > avg_loss_gen: 2.7513222098350525 (-0.18297338485717773) | > avg_loss_kl: 1.9574564695358276 (+0.054830729961395264) | > avg_loss_feat: 8.199801921844482 (-0.7938463687896729) | > avg_loss_mel: 14.692339658737183 (-0.552189826965332) | > avg_loss_duration: 1.7812438309192657 (+0.007628411054611206) | > avg_loss_1: 29.382164478302002 (-1.4665489196777344)  > EPOCH: 52/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 22:38:40)   --> TIME: 2025-05-08 22:39:14 -- STEP: 37/725 -- GLOBAL_STEP: 83600 | > loss_disc: 2.142102003097534 (2.195536732673645) | > loss_disc_real_0: 0.06895416229963303 (0.12845354124500946) | > loss_disc_real_1: 0.17358531057834625 (0.1932371484266745) | > loss_disc_real_2: 0.18187205493450165 (0.19315794110298157) | > loss_disc_real_3: 0.216416135430336 (0.20319186835675626) | > loss_disc_real_4: 0.22721099853515625 (0.20097850102025108) | > loss_disc_real_5: 0.20923736691474915 (0.2030263990163803) | > loss_0: 2.142102003097534 (2.195536732673645) | > grad_norm_0: tensor(13.8851, device='cuda:0') (tensor(40.4485, device='cuda:0')) | > loss_gen: 2.8429126739501953 (2.818234417889569) | > loss_kl: 1.8749690055847168 (1.8030701811249192) | > loss_feat: 8.492576599121094 (8.360001357826029) | > loss_mel: 13.192790985107422 (13.855790731069204) | > loss_duration: 1.7360289096832275 (1.729363589673429) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.139278411865234 (28.566460222811312) | > grad_norm_1: tensor(560.1558, device='cuda:0') (tensor(661.0381, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8464 (0.8415654736596185) | > loader_time: 0.01 (0.01092879836623733)  --> TIME: 2025-05-08 22:39:57 -- STEP: 87/725 -- GLOBAL_STEP: 83650 | > loss_disc: 2.347193717956543 (2.200338614398035) | > loss_disc_real_0: 0.1537335067987442 (0.12995759560458958) | > loss_disc_real_1: 0.20147579908370972 (0.1947854183528615) | > loss_disc_real_2: 0.1979881227016449 (0.191990303924714) | > loss_disc_real_3: 0.1984453797340393 (0.2018835837471074) | > loss_disc_real_4: 0.22429147362709045 (0.199120016447429) | > loss_disc_real_5: 0.18020416796207428 (0.2053037347464726) | > loss_0: 2.347193717956543 (2.200338614398035) | > grad_norm_0: tensor(16.8110, device='cuda:0') (tensor(37.6508, device='cuda:0')) | > loss_gen: 2.441739559173584 (2.791953064929479) | > loss_kl: 1.8630110025405884 (1.7965002936878423) | > loss_feat: 6.377223968505859 (8.326184930472541) | > loss_mel: 10.556792259216309 (13.818403923648527) | > loss_duration: 1.7091665267944336 (1.7308757072207572) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.947933197021484 (28.46391785281828) | > grad_norm_1: tensor(608.3904, device='cuda:0') (tensor(768.3918, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8219 (0.8416461780153474) | > loader_time: 0.0121 (0.01095714788327272)  --> TIME: 2025-05-08 22:40:40 -- STEP: 137/725 -- GLOBAL_STEP: 83700 | > loss_disc: 2.3195998668670654 (2.195378139941361) | > loss_disc_real_0: 0.12981107831001282 (0.1305280464300274) | > loss_disc_real_1: 0.19523032009601593 (0.1937970421175017) | > loss_disc_real_2: 0.16501174867153168 (0.19144710419821914) | > loss_disc_real_3: 0.17364689707756042 (0.20097637872626312) | > loss_disc_real_4: 0.1922006607055664 (0.19870689413408293) | > loss_disc_real_5: 0.1922513246536255 (0.2038644421709715) | > loss_0: 2.3195998668670654 (2.195378139941361) | > grad_norm_0: tensor(39.9738, device='cuda:0') (tensor(37.5656, device='cuda:0')) | > loss_gen: 2.552347421646118 (2.7998800956419783) | > loss_kl: 1.6826659440994263 (1.8021532871427328) | > loss_feat: 7.685811519622803 (8.39652174928763) | > loss_mel: 12.898397445678711 (13.829813358557486) | > loss_duration: 1.74144446849823 (1.7333394837205427) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.560667037963867 (28.56170785166051) | > grad_norm_1: tensor(418.9762, device='cuda:0') (tensor(783.5854, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8067 (0.8420765730586365) | > loader_time: 0.0109 (0.010923754559816236)  --> TIME: 2025-05-08 22:41:23 -- STEP: 187/725 -- GLOBAL_STEP: 83750 | > loss_disc: 2.3853344917297363 (2.197570873454291) | > loss_disc_real_0: 0.18571241199970245 (0.13088944916897285) | > loss_disc_real_1: 0.19971029460430145 (0.1946148873969195) | > loss_disc_real_2: 0.20535504817962646 (0.1916797761929864) | > loss_disc_real_3: 0.20549747347831726 (0.2012814068220516) | > loss_disc_real_4: 0.20671287178993225 (0.19824044764998125) | > loss_disc_real_5: 0.22684246301651 (0.204234516397517) | > loss_0: 2.3853344917297363 (2.197570873454291) | > grad_norm_0: tensor(35.0119, device='cuda:0') (tensor(36.3342, device='cuda:0')) | > loss_gen: 2.5034232139587402 (2.8053960200937023) | > loss_kl: 1.8277168273925781 (1.8051462504952986) | > loss_feat: 6.300433158874512 (8.418330008970864) | > loss_mel: 12.283953666687012 (13.898974755231071) | > loss_duration: 1.7593640089035034 (1.7356891000972074) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.674890518188477 (28.66353606157762) | > grad_norm_1: tensor(755.6218, device='cuda:0') (tensor(770.7292, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8471 (0.8417635295480332) | > loader_time: 0.0124 (0.01112252378208752)  --> TIME: 2025-05-08 22:42:07 -- STEP: 237/725 -- GLOBAL_STEP: 83800 | > loss_disc: 2.1722517013549805 (2.2018482051318187) | > loss_disc_real_0: 0.12551476061344147 (0.1314767378732123) | > loss_disc_real_1: 0.24113444983959198 (0.19540878627370678) | > loss_disc_real_2: 0.20073577761650085 (0.19274254784553865) | > loss_disc_real_3: 0.22854523360729218 (0.20152953543743504) | > loss_disc_real_4: 0.18083715438842773 (0.19837318907810164) | > loss_disc_real_5: 0.22540515661239624 (0.20349489246742636) | > loss_0: 2.1722517013549805 (2.2018482051318187) | > grad_norm_0: tensor(10.5991, device='cuda:0') (tensor(36.1944, device='cuda:0')) | > loss_gen: 2.857323169708252 (2.7969258394925394) | > loss_kl: 1.9766075611114502 (1.8055057726831878) | > loss_feat: 7.816220760345459 (8.365179283206475) | > loss_mel: 13.299459457397461 (13.849665814814186) | > loss_duration: 1.7205690145492554 (1.7344426771759485) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.670181274414062 (28.551719351659848) | > grad_norm_1: tensor(528.5823, device='cuda:0') (tensor(766.8093, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8109 (0.8453843040305352) | > loader_time: 0.0094 (0.011066157103590825)  --> TIME: 2025-05-08 22:42:49 -- STEP: 287/725 -- GLOBAL_STEP: 83850 | > loss_disc: 2.2374305725097656 (2.215692554201396) | > loss_disc_real_0: 0.13291633129119873 (0.13927104674565266) | > loss_disc_real_1: 0.20330697298049927 (0.1955504782420002) | > loss_disc_real_2: 0.21745947003364563 (0.19301266568463024) | > loss_disc_real_3: 0.20576873421669006 (0.2017608922013838) | > loss_disc_real_4: 0.20294058322906494 (0.19920754604015614) | > loss_disc_real_5: 0.2123151570558548 (0.20499399330350163) | > loss_0: 2.2374305725097656 (2.215692554201396) | > grad_norm_0: tensor(32.8063, device='cuda:0') (tensor(34.5199, device='cuda:0')) | > loss_gen: 2.965059280395508 (2.7889161533594957) | > loss_kl: 1.6274670362472534 (1.8028253528714595) | > loss_feat: 8.36485767364502 (8.351226371339804) | > loss_mel: 14.379440307617188 (13.844868271193022) | > loss_duration: 1.743280053138733 (1.7344007134852923) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.08010482788086 (28.522236840650184) | > grad_norm_1: tensor(1001.3558, device='cuda:0') (tensor(746.9127, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8209 (0.8446609267789725) | > loader_time: 0.0097 (0.010917200859415407)  --> TIME: 2025-05-08 22:43:33 -- STEP: 337/725 -- GLOBAL_STEP: 83900 | > loss_disc: 2.257416009902954 (2.2138863483593063) | > loss_disc_real_0: 0.08968155086040497 (0.13870466191001043) | > loss_disc_real_1: 0.20687898993492126 (0.19570185779110252) | > loss_disc_real_2: 0.2236422598361969 (0.19252921127954656) | > loss_disc_real_3: 0.2018432319164276 (0.20164279980192562) | > loss_disc_real_4: 0.2213732898235321 (0.1988425794712514) | > loss_disc_real_5: 0.23341107368469238 (0.20427541165040575) | > loss_0: 2.257416009902954 (2.2138863483593063) | > grad_norm_0: tensor(25.6610, device='cuda:0') (tensor(35.1637, device='cuda:0')) | > loss_gen: 2.872509479522705 (2.7875876306426273) | > loss_kl: 1.741718053817749 (1.7959262910865534) | > loss_feat: 8.032655715942383 (8.343734742625887) | > loss_mel: 13.361495018005371 (13.808670615583923) | > loss_duration: 1.7187097072601318 (1.7325938282097837) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.727087020874023 (28.468513098244145) | > grad_norm_1: tensor(755.9447, device='cuda:0') (tensor(757.8172, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8893 (0.8456773729635627) | > loader_time: 0.0108 (0.010892588589948432)  --> TIME: 2025-05-08 22:44:16 -- STEP: 387/725 -- GLOBAL_STEP: 83950 | > loss_disc: 2.1168761253356934 (2.2122536509536) | > loss_disc_real_0: 0.15316881239414215 (0.1373285839300439) | > loss_disc_real_1: 0.19250157475471497 (0.19582367948321402) | > loss_disc_real_2: 0.19635221362113953 (0.1926020253305288) | > loss_disc_real_3: 0.1907808631658554 (0.2018298316525551) | > loss_disc_real_4: 0.17568545043468475 (0.1987437729071585) | > loss_disc_real_5: 0.23225636780261993 (0.20429614790804315) | > loss_0: 2.1168761253356934 (2.2122536509536) | > grad_norm_0: tensor(52.0348, device='cuda:0') (tensor(35.4422, device='cuda:0')) | > loss_gen: 2.935753345489502 (2.7915078232146664) | > loss_kl: 1.7353527545928955 (1.797184507360138) | > loss_feat: 8.594675064086914 (8.35759869903249) | > loss_mel: 13.800580978393555 (13.814793505409892) | > loss_duration: 1.816502571105957 (1.732625540836837) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.882862091064453 (28.49371005213538) | > grad_norm_1: tensor(669.4454, device='cuda:0') (tensor(757.4841, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.845 (0.8454043335384791) | > loader_time: 0.0118 (0.01084354619955216)  --> TIME: 2025-05-08 22:44:58 -- STEP: 437/725 -- GLOBAL_STEP: 84000 | > loss_disc: 2.1807126998901367 (2.2115632890290975) | > loss_disc_real_0: 0.12806731462478638 (0.13656356385152466) | > loss_disc_real_1: 0.16343572735786438 (0.19607843063106792) | > loss_disc_real_2: 0.19489938020706177 (0.19231341932676482) | > loss_disc_real_3: 0.22367309033870697 (0.20230667668158192) | > loss_disc_real_4: 0.2157401293516159 (0.1986880355282288) | > loss_disc_real_5: 0.20030422508716583 (0.20384646669132483) | > loss_0: 2.1807126998901367 (2.2115632890290975) | > grad_norm_0: tensor(54.4559, device='cuda:0') (tensor(34.7560, device='cuda:0')) | > loss_gen: 2.954366445541382 (2.7886017787374677) | > loss_kl: 1.8510935306549072 (1.7945875955119013) | > loss_feat: 9.099241256713867 (8.35808176743356) | > loss_mel: 14.779772758483887 (13.788193621951873) | > loss_duration: 1.6813325881958008 (1.731731775423482) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.365806579589844 (28.46119653278412) | > grad_norm_1: tensor(713.5612, device='cuda:0') (tensor(763.3801, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8844 (0.8448738991805016) | > loader_time: 0.0099 (0.010824631771724888) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_84000.pth  --> TIME: 2025-05-08 22:45:44 -- STEP: 487/725 -- GLOBAL_STEP: 84050 | > loss_disc: 2.140859603881836 (2.2114948457760946) | > loss_disc_real_0: 0.10185610502958298 (0.13593729306968588) | > loss_disc_real_1: 0.17446042597293854 (0.19630432070770296) | > loss_disc_real_2: 0.19482001662254333 (0.19226871804167853) | > loss_disc_real_3: 0.19143161177635193 (0.20237299145124782) | > loss_disc_real_4: 0.1763414740562439 (0.1985782165179752) | > loss_disc_real_5: 0.18731650710105896 (0.20378690746897787) | > loss_0: 2.140859603881836 (2.2114948457760946) | > grad_norm_0: tensor(28.6456, device='cuda:0') (tensor(35.0213, device='cuda:0')) | > loss_gen: 2.956308603286743 (2.787135082593444) | > loss_kl: 1.8906376361846924 (1.793289645251797) | > loss_feat: 9.649614334106445 (8.35669859136154) | > loss_mel: 13.918217658996582 (13.775103567072499) | > loss_duration: 1.7221430540084839 (1.7323454006496641) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.136920928955078 (28.44457227640328) | > grad_norm_1: tensor(622.5543, device='cuda:0') (tensor(756.6241, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8028 (0.8457413263144677) | > loader_time: 0.0114 (0.010826993037543017)  --> TIME: 2025-05-08 22:46:27 -- STEP: 537/725 -- GLOBAL_STEP: 84100 | > loss_disc: 2.164330005645752 (2.2110085700477278) | > loss_disc_real_0: 0.09299995005130768 (0.13597050483999315) | > loss_disc_real_1: 0.22217875719070435 (0.19633001158468322) | > loss_disc_real_2: 0.2090931087732315 (0.1920662849198063) | > loss_disc_real_3: 0.22919593751430511 (0.20239497884913757) | > loss_disc_real_4: 0.20335093140602112 (0.19871095186394241) | > loss_disc_real_5: 0.18123814463615417 (0.2036170581810079) | > loss_0: 2.164330005645752 (2.2110085700477278) | > grad_norm_0: tensor(30.4052, device='cuda:0') (tensor(34.8614, device='cuda:0')) | > loss_gen: 2.9201743602752686 (2.78489002435567) | > loss_kl: 1.702438235282898 (1.7925889369939736) | > loss_feat: 8.58267593383789 (8.354788100031273) | > loss_mel: 14.027493476867676 (13.774007081541491) | > loss_duration: 1.736702799797058 (1.7322352833810022) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.969482421875 (28.438509395890613) | > grad_norm_1: tensor(879.0193, device='cuda:0') (tensor(753.8129, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8394 (0.845545833115249) | > loader_time: 0.0104 (0.010846648136330721)  --> TIME: 2025-05-08 22:47:10 -- STEP: 587/725 -- GLOBAL_STEP: 84150 | > loss_disc: 2.2872273921966553 (2.2108607320606803) | > loss_disc_real_0: 0.11993194371461868 (0.13547091226663066) | > loss_disc_real_1: 0.21074789762496948 (0.19636662004855046) | > loss_disc_real_2: 0.15863151848316193 (0.19190561966859496) | > loss_disc_real_3: 0.23707528412342072 (0.20258706163304027) | > loss_disc_real_4: 0.19668082892894745 (0.19859638203449512) | > loss_disc_real_5: 0.20455946028232574 (0.20351660007918715) | > loss_0: 2.2872273921966553 (2.2108607320606803) | > grad_norm_0: tensor(14.1722, device='cuda:0') (tensor(34.5559, device='cuda:0')) | > loss_gen: 2.5880064964294434 (2.7859048802767337) | > loss_kl: 1.703130841255188 (1.7896744250438892) | > loss_feat: 7.871510028839111 (8.36202450545926) | > loss_mel: 13.191655158996582 (13.786170322606674) | > loss_duration: 1.6906136274337769 (1.7314644517849815) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.0449161529541 (28.455238546992074) | > grad_norm_1: tensor(748.1789, device='cuda:0') (tensor(743.4493, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8552 (0.8450656258064803) | > loader_time: 0.0122 (0.010878869175301701)  --> TIME: 2025-05-08 22:47:53 -- STEP: 637/725 -- GLOBAL_STEP: 84200 | > loss_disc: 2.0720114707946777 (2.2110447176210153) | > loss_disc_real_0: 0.0875050276517868 (0.13570371858506605) | > loss_disc_real_1: 0.15887793898582458 (0.19632216396754718) | > loss_disc_real_2: 0.1757591962814331 (0.19204101017917524) | > loss_disc_real_3: 0.192936509847641 (0.2025177493059841) | > loss_disc_real_4: 0.2029256820678711 (0.19841002723205045) | > loss_disc_real_5: 0.19098402559757233 (0.2034970558887374) | > loss_0: 2.0720114707946777 (2.2110447176210153) | > grad_norm_0: tensor(25.6851, device='cuda:0') (tensor(34.4649, device='cuda:0')) | > loss_gen: 3.0152029991149902 (2.783273797581672) | > loss_kl: 1.870474100112915 (1.7873226329333367) | > loss_feat: 9.010929107666016 (8.358439594460433) | > loss_mel: 13.837614059448242 (13.785866704428779) | > loss_duration: 1.6984061002731323 (1.7309957149451711) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.432626724243164 (28.44589840037107) | > grad_norm_1: tensor(915.9194, device='cuda:0') (tensor(749.9288, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.8412 (0.845827351933933) | > loader_time: 0.01 (0.01090927962418441)  --> TIME: 2025-05-08 22:48:36 -- STEP: 687/725 -- GLOBAL_STEP: 84250 | > loss_disc: 2.298079013824463 (2.2082426756229943) | > loss_disc_real_0: 0.1598072499036789 (0.13466476358397395) | > loss_disc_real_1: 0.19163063168525696 (0.19638133593435014) | > loss_disc_real_2: 0.20570047199726105 (0.191848555962071) | > loss_disc_real_3: 0.20604467391967773 (0.20249070689147217) | > loss_disc_real_4: 0.21021397411823273 (0.19841736739466118) | > loss_disc_real_5: 0.23317161202430725 (0.20304122484754092) | > loss_0: 2.298079013824463 (2.2082426756229943) | > grad_norm_0: tensor(35.0341, device='cuda:0') (tensor(34.3272, device='cuda:0')) | > loss_gen: 2.647810459136963 (2.785388306585808) | > loss_kl: 1.6050394773483276 (1.7866498653545129) | > loss_feat: 7.230037689208984 (8.361185292489667) | > loss_mel: 12.021912574768066 (13.793004452401377) | > loss_duration: 1.718101978302002 (1.730425096148139) | > amp_scaler: 256.0 (130.981077147016) | > loss_1: 25.222902297973633 (28.45665297306954) | > grad_norm_1: tensor(552.3505, device='cuda:0') (tensor(751.3359, device='cuda:0')) | > current_lr_0: 0.00019870413513039026 | > current_lr_1: 0.00019870413513039026 | > step_time: 0.861 (0.8455228260684395) | > loader_time: 0.012 (0.010906889969605026)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.251476287841797 (2.251476287841797) | > loss_disc_real_0: 0.13989731669425964 (0.13989731669425964) | > loss_disc_real_1: 0.18324628472328186 (0.18324628472328186) | > loss_disc_real_2: 0.19291338324546814 (0.19291338324546814) | > loss_disc_real_3: 0.23202352225780487 (0.23202352225780487) | > loss_disc_real_4: 0.2450682669878006 (0.2450682669878006) | > loss_disc_real_5: 0.2525978684425354 (0.2525978684425354) | > loss_0: 2.251476287841797 (2.251476287841797) | > loss_gen: 2.701972007751465 (2.701972007751465) | > loss_kl: 1.9605536460876465 (1.9605536460876465) | > loss_feat: 8.822428703308105 (8.822428703308105) | > loss_mel: 15.287273406982422 (15.287273406982422) | > loss_duration: 1.6890912055969238 (1.6890912055969238) | > loss_1: 30.461318969726562 (30.461318969726562)  --> STEP: 1 | > loss_disc: 2.1760060787200928 (2.1760060787200928) | > loss_disc_real_0: 0.1476634442806244 (0.1476634442806244) | > loss_disc_real_1: 0.18307973444461823 (0.18307973444461823) | > loss_disc_real_2: 0.18125490844249725 (0.18125490844249725) | > loss_disc_real_3: 0.22227326035499573 (0.22227326035499573) | > loss_disc_real_4: 0.2292909473180771 (0.2292909473180771) | > loss_disc_real_5: 0.23773473501205444 (0.23773473501205444) | > loss_0: 2.1760060787200928 (2.1760060787200928) | > loss_gen: 2.801823377609253 (2.801823377609253) | > loss_kl: 1.8704192638397217 (1.8704192638397217) | > loss_feat: 8.74935531616211 (8.74935531616211) | > loss_mel: 15.217998504638672 (15.217998504638672) | > loss_duration: 1.7657475471496582 (1.7657475471496582) | > loss_1: 30.40534210205078 (30.40534210205078)  --> STEP: 2 | > loss_disc: 2.3487443923950195 (2.262375235557556) | > loss_disc_real_0: 0.15056230127811432 (0.14911287277936935) | > loss_disc_real_1: 0.18986733257770538 (0.1864735335111618) | > loss_disc_real_2: 0.20421084761619568 (0.19273287802934647) | > loss_disc_real_3: 0.21932755410671234 (0.22080040723085403) | > loss_disc_real_4: 0.25381720066070557 (0.24155407398939133) | > loss_disc_real_5: 0.23536789417266846 (0.23655131459236145) | > loss_0: 2.3487443923950195 (2.262375235557556) | > loss_gen: 2.4586586952209473 (2.6302410364151) | > loss_kl: 1.6680412292480469 (1.7692302465438843) | > loss_feat: 7.341385364532471 (8.04537034034729) | > loss_mel: 13.11622428894043 (14.16711139678955) | > loss_duration: 1.829007863998413 (1.7973777055740356) | > loss_1: 26.41331672668457 (28.409329414367676)  --> STEP: 3 | > loss_disc: 2.1971747875213623 (2.2406417528788247) | > loss_disc_real_0: 0.13480840623378754 (0.14434471726417542) | > loss_disc_real_1: 0.18357090651988983 (0.18550599118073782) | > loss_disc_real_2: 0.17473100125789642 (0.18673225243886313) | > loss_disc_real_3: 0.21660275757312775 (0.2194011906782786) | > loss_disc_real_4: 0.20912103354930878 (0.2307430605093638) | > loss_disc_real_5: 0.23292188346385956 (0.23534150421619415) | > loss_0: 2.1971747875213623 (2.2406417528788247) | > loss_gen: 2.580256700515747 (2.613579591115316) | > loss_kl: 1.850556492805481 (1.7963389952977498) | > loss_feat: 9.3822660446167 (8.491002241770426) | > loss_mel: 15.61124324798584 (14.648488680521647) | > loss_duration: 1.806635856628418 (1.8004637559254963) | > loss_1: 31.230960845947266 (29.349873224894207)  --> STEP: 4 | > loss_disc: 2.356445789337158 (2.269592761993408) | > loss_disc_real_0: 0.1536613255739212 (0.14667386934161186) | > loss_disc_real_1: 0.19837315380573273 (0.18872278183698654) | > loss_disc_real_2: 0.19754618406295776 (0.18943573534488678) | > loss_disc_real_3: 0.23475119471549988 (0.22323869168758392) | > loss_disc_real_4: 0.2522648870944977 (0.23612351715564728) | > loss_disc_real_5: 0.2399013191461563 (0.2364814579486847) | > loss_0: 2.356445789337158 (2.269592761993408) | > loss_gen: 2.4712040424346924 (2.57798570394516) | > loss_kl: 1.9280412197113037 (1.8292645514011383) | > loss_feat: 7.146705627441406 (8.154928088188171) | > loss_mel: 12.906709671020508 (14.213043928146362) | > loss_duration: 1.724625587463379 (1.781504213809967) | > loss_1: 26.177288055419922 (28.556726932525635) --> EVAL PERFORMANCE | > avg_loader_time: 0.28058570623397827 (-0.028720378875732422) | > avg_loss_disc: 2.269592761993408 (+0.049224138259887695) | > avg_loss_disc_real_0: 0.14667386934161186 (+0.009453091770410538) | > avg_loss_disc_real_1: 0.18872278183698654 (+0.011351533234119415) | > avg_loss_disc_real_2: 0.18943573534488678 (+0.044770579785108566) | > avg_loss_disc_real_3: 0.22323869168758392 (-0.003172416239976883) | > avg_loss_disc_real_4: 0.23612351715564728 (-0.0230373814702034) | > avg_loss_disc_real_5: 0.2364814579486847 (-0.06800328940153122) | > avg_loss_0: 2.269592761993408 (+0.049224138259887695) | > avg_loss_gen: 2.57798570394516 (-0.17333650588989258) | > avg_loss_kl: 1.8292645514011383 (-0.12819191813468933) | > avg_loss_feat: 8.154928088188171 (-0.044873833656311035) | > avg_loss_mel: 14.213043928146362 (-0.4792957305908203) | > avg_loss_duration: 1.781504213809967 (+0.00026038289070129395) | > avg_loss_1: 28.556726932525635 (-0.8254375457763672)  > EPOCH: 53/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 22:49:15)   --> TIME: 2025-05-08 22:49:28 -- STEP: 12/725 -- GLOBAL_STEP: 84300 | > loss_disc: 2.323164701461792 (2.241008718808492) | > loss_disc_real_0: 0.1433076113462448 (0.14590060090025264) | > loss_disc_real_1: 0.2302832454442978 (0.19856905937194824) | > loss_disc_real_2: 0.23679864406585693 (0.1894115631779035) | > loss_disc_real_3: 0.18887019157409668 (0.19962329044938087) | > loss_disc_real_4: 0.21331888437271118 (0.2048468515276909) | > loss_disc_real_5: 0.16789984703063965 (0.20406905810038248) | > loss_0: 2.323164701461792 (2.241008718808492) | > grad_norm_0: tensor(20.9096, device='cuda:0') (tensor(20.9863, device='cuda:0')) | > loss_gen: 2.6369574069976807 (2.665091315905253) | > loss_kl: 1.7450567483901978 (1.8182526032129924) | > loss_feat: 7.4354658126831055 (8.13924503326416) | > loss_mel: 12.865217208862305 (13.919401009877523) | > loss_duration: 1.7496974468231201 (1.7346655925114949) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.43239402770996 (28.276655197143555) | > grad_norm_1: tensor(927.7526, device='cuda:0') (tensor(811.5764, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8274 (0.8344432512919108) | > loader_time: 0.012 (0.010082503159840902)  --> TIME: 2025-05-08 22:50:11 -- STEP: 62/725 -- GLOBAL_STEP: 84350 | > loss_disc: 2.2251696586608887 (2.231011267631284) | > loss_disc_real_0: 0.2012823522090912 (0.145425790259915) | > loss_disc_real_1: 0.1848464459180832 (0.19679264724254608) | > loss_disc_real_2: 0.19167977571487427 (0.1910398559224221) | > loss_disc_real_3: 0.19493694603443146 (0.20211276027464098) | > loss_disc_real_4: 0.17791029810905457 (0.2017351422579058) | > loss_disc_real_5: 0.20985671877861023 (0.2054062180461422) | > loss_0: 2.2251696586608887 (2.231011267631284) | > grad_norm_0: tensor(44.9535, device='cuda:0') (tensor(32.6747, device='cuda:0')) | > loss_gen: 2.6639013290405273 (2.7258650948924408) | > loss_kl: 1.8027278184890747 (1.7511733808825094) | > loss_feat: 8.474360466003418 (8.137519659534577) | > loss_mel: 14.042537689208984 (13.647780418395996) | > loss_duration: 1.773789644241333 (1.718770980834961) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.7573184967041 (27.981109557613248) | > grad_norm_1: tensor(1249.1958, device='cuda:0') (tensor(810.6495, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8627 (0.8534993663910897) | > loader_time: 0.0102 (0.010971711527916693)  --> TIME: 2025-05-08 22:50:55 -- STEP: 112/725 -- GLOBAL_STEP: 84400 | > loss_disc: 2.2527575492858887 (2.230615051729337) | > loss_disc_real_0: 0.1332937777042389 (0.1421303572133183) | > loss_disc_real_1: 0.1919509321451187 (0.19613675201045616) | > loss_disc_real_2: 0.17562580108642578 (0.1917278722726873) | > loss_disc_real_3: 0.22280092537403107 (0.20244306059820308) | > loss_disc_real_4: 0.1888280212879181 (0.200412379710802) | > loss_disc_real_5: 0.21720363199710846 (0.20479800286037583) | > loss_0: 2.2527575492858887 (2.230615051729337) | > grad_norm_0: tensor(25.7148, device='cuda:0') (tensor(33.2718, device='cuda:0')) | > loss_gen: 2.6076347827911377 (2.7482631653547287) | > loss_kl: 1.6873618364334106 (1.764579489827156) | > loss_feat: 8.825112342834473 (8.228345215320584) | > loss_mel: 14.137120246887207 (13.753726482391357) | > loss_duration: 1.7202800512313843 (1.7252255071486746) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.977508544921875 (28.22013987813677) | > grad_norm_1: tensor(763.6454, device='cuda:0') (tensor(769.6695, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8476 (0.8532572984695435) | > loader_time: 0.0121 (0.011404991149902344)  --> TIME: 2025-05-08 22:51:38 -- STEP: 162/725 -- GLOBAL_STEP: 84450 | > loss_disc: 2.4211134910583496 (2.2245504414593715) | > loss_disc_real_0: 0.1688450574874878 (0.14087415426785552) | > loss_disc_real_1: 0.17291826009750366 (0.1955158522835484) | > loss_disc_real_2: 0.17634451389312744 (0.19169658615633292) | > loss_disc_real_3: 0.22003215551376343 (0.20213034896203025) | > loss_disc_real_4: 0.21716056764125824 (0.19936948242010893) | > loss_disc_real_5: 0.2801050841808319 (0.20489759798403148) | > loss_0: 2.4211134910583496 (2.2245504414593715) | > grad_norm_0: tensor(49.4996, device='cuda:0') (tensor(33.8179, device='cuda:0')) | > loss_gen: 2.59189772605896 (2.7540009419123326) | > loss_kl: 1.8944388628005981 (1.7690815528233845) | > loss_feat: 6.958733081817627 (8.245971938710154) | > loss_mel: 12.045568466186523 (13.77758636003659) | > loss_duration: 1.6980564594268799 (1.7253490701133822) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.188695907592773 (28.271989822387688) | > grad_norm_1: tensor(691.3973, device='cuda:0') (tensor(792.6713, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8268 (0.8513657914267643) | > loader_time: 0.0118 (0.011279780187724549)  --> TIME: 2025-05-08 22:52:22 -- STEP: 212/725 -- GLOBAL_STEP: 84500 | > loss_disc: 2.2164878845214844 (2.2226794862522268) | > loss_disc_real_0: 0.15775735676288605 (0.1405147262058168) | > loss_disc_real_1: 0.1873224526643753 (0.19588496866372396) | > loss_disc_real_2: 0.2084912806749344 (0.1923195906686333) | > loss_disc_real_3: 0.2033204436302185 (0.2019693645525653) | > loss_disc_real_4: 0.19305989146232605 (0.19945960365376383) | > loss_disc_real_5: 0.23402808606624603 (0.20361757728288765) | > loss_0: 2.2164878845214844 (2.2226794862522268) | > grad_norm_0: tensor(33.6343, device='cuda:0') (tensor(35.5915, device='cuda:0')) | > loss_gen: 2.9285407066345215 (2.762747575651924) | > loss_kl: 1.69943106174469 (1.7645164070264348) | > loss_feat: 8.246091842651367 (8.272360947896857) | > loss_mel: 13.557127952575684 (13.781436726732075) | > loss_duration: 1.7317497730255127 (1.7252334204484832) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.16294288635254 (28.3062950170265) | > grad_norm_1: tensor(599.7003, device='cuda:0') (tensor(786.5208, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8483 (0.855303974646442) | > loader_time: 0.0121 (0.011247538170724545)  --> TIME: 2025-05-08 22:53:05 -- STEP: 262/725 -- GLOBAL_STEP: 84550 | > loss_disc: 2.1958112716674805 (2.2216569781303406) | > loss_disc_real_0: 0.11213795095682144 (0.1390073411451041) | > loss_disc_real_1: 0.17849518358707428 (0.196018626501087) | > loss_disc_real_2: 0.19894172251224518 (0.19228638276344037) | > loss_disc_real_3: 0.18568356335163116 (0.2019066733827118) | > loss_disc_real_4: 0.17907005548477173 (0.1995115962078553) | > loss_disc_real_5: 0.23177234828472137 (0.20370569990108947) | > loss_0: 2.1958112716674805 (2.2216569781303406) | > grad_norm_0: tensor(24.2906, device='cuda:0') (tensor(35.4570, device='cuda:0')) | > loss_gen: 2.7513654232025146 (2.7600519593435386) | > loss_kl: 1.821709394454956 (1.7677960172864318) | > loss_feat: 8.077774047851562 (8.26743821151385) | > loss_mel: 13.734247207641602 (13.774033506407992) | > loss_duration: 1.7041252851486206 (1.7259608616355722) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.089221954345703 (28.295280500222706) | > grad_norm_1: tensor(774.7672, device='cuda:0') (tensor(799.4752, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8823 (0.8537107787969456) | > loader_time: 0.01 (0.011173807027685733)  --> TIME: 2025-05-08 22:53:48 -- STEP: 312/725 -- GLOBAL_STEP: 84600 | > loss_disc: 2.1032609939575195 (2.21842409670353) | > loss_disc_real_0: 0.13886688649654388 (0.1381387989012859) | > loss_disc_real_1: 0.20150677859783173 (0.1962550497876528) | > loss_disc_real_2: 0.19359439611434937 (0.19203656472456762) | > loss_disc_real_3: 0.18265070021152496 (0.20168315227597183) | > loss_disc_real_4: 0.18432888388633728 (0.19916158690093425) | > loss_disc_real_5: 0.20541782677173615 (0.20317722302980923) | > loss_0: 2.1032609939575195 (2.21842409670353) | > grad_norm_0: tensor(15.9414, device='cuda:0') (tensor(35.4515, device='cuda:0')) | > loss_gen: 2.921952724456787 (2.762793301771849) | > loss_kl: 1.7673166990280151 (1.7651986227585716) | > loss_feat: 9.192293167114258 (8.273203151348323) | > loss_mel: 14.419852256774902 (13.784199173633871) | > loss_duration: 1.72428297996521 (1.7258164229301303) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.025699615478516 (28.311210626210922) | > grad_norm_1: tensor(965.7443, device='cuda:0') (tensor(792.6810, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8502 (0.8523620023177219) | > loader_time: 0.0119 (0.011162161827087404)  --> TIME: 2025-05-08 22:54:31 -- STEP: 362/725 -- GLOBAL_STEP: 84650 | > loss_disc: 2.0271482467651367 (2.2171136282425548) | > loss_disc_real_0: 0.1599941849708557 (0.13719137039714752) | > loss_disc_real_1: 0.17413102090358734 (0.19645827152452416) | > loss_disc_real_2: 0.23493482172489166 (0.19191123524588116) | > loss_disc_real_3: 0.18994876742362976 (0.20188479129616063) | > loss_disc_real_4: 0.2140340954065323 (0.1991259267152344) | > loss_disc_real_5: 0.19018834829330444 (0.20334711333335442) | > loss_0: 2.0271482467651367 (2.2171136282425548) | > grad_norm_0: tensor(84.3858, device='cuda:0') (tensor(35.7653, device='cuda:0')) | > loss_gen: 3.285794973373413 (2.7659482929588033) | > loss_kl: 1.7764613628387451 (1.771685636833886) | > loss_feat: 10.619112968444824 (8.281655625085161) | > loss_mel: 16.32297134399414 (13.777670804966881) | > loss_duration: 1.6649243831634521 (1.724675092249285) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.66926574707031 (28.32163542015118) | > grad_norm_1: tensor(854.4529, device='cuda:0') (tensor(791.6295, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8415 (0.8516088842687025) | > loader_time: 0.0101 (0.011157689173577245)  --> TIME: 2025-05-08 22:55:14 -- STEP: 412/725 -- GLOBAL_STEP: 84700 | > loss_disc: 2.176414728164673 (2.2169659835042292) | > loss_disc_real_0: 0.14496812224388123 (0.1366073502209579) | > loss_disc_real_1: 0.19135712087154388 (0.19680421018195385) | > loss_disc_real_2: 0.21793539822101593 (0.19183234335149377) | > loss_disc_real_3: 0.17676979303359985 (0.2021199021379924) | > loss_disc_real_4: 0.22703026235103607 (0.19914184271999938) | > loss_disc_real_5: 0.18628615140914917 (0.2030839694356456) | > loss_0: 2.176414728164673 (2.2169659835042292) | > grad_norm_0: tensor(31.2140, device='cuda:0') (tensor(35.6726, device='cuda:0')) | > loss_gen: 2.779590129852295 (2.7661820563297836) | > loss_kl: 1.7370147705078125 (1.7724597222596694) | > loss_feat: 8.687295913696289 (8.277131279695396) | > loss_mel: 14.121001243591309 (13.777528529028293) | > loss_duration: 1.7055602073669434 (1.7247111458801525) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.03046226501465 (28.318012719015474) | > grad_norm_1: tensor(1076.4751, device='cuda:0') (tensor(788.0240, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8519 (0.8505761143073294) | > loader_time: 0.0116 (0.011150733359809066)  --> TIME: 2025-05-08 22:55:57 -- STEP: 462/725 -- GLOBAL_STEP: 84750 | > loss_disc: 2.112321138381958 (2.217337072153627) | > loss_disc_real_0: 0.1413695216178894 (0.1369142831662) | > loss_disc_real_1: 0.18464352190494537 (0.1966725257568029) | > loss_disc_real_2: 0.18766489624977112 (0.19181370751295254) | > loss_disc_real_3: 0.1695771962404251 (0.20209655368869953) | > loss_disc_real_4: 0.21365712583065033 (0.19917148274260685) | > loss_disc_real_5: 0.1684364378452301 (0.2034374175198151) | > loss_0: 2.112321138381958 (2.217337072153627) | > grad_norm_0: tensor(55.8431, device='cuda:0') (tensor(35.6064, device='cuda:0')) | > loss_gen: 2.9403491020202637 (2.7629132657856146) | > loss_kl: 1.9040361642837524 (1.7702368028236155) | > loss_feat: 8.590296745300293 (8.263436452650945) | > loss_mel: 14.251709938049316 (13.764222264805916) | > loss_duration: 1.7688510417938232 (1.7244076197281542) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.455244064331055 (28.285216401665757) | > grad_norm_1: tensor(889.6934, device='cuda:0') (tensor(802.7719, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.7869 (0.8499827039190184) | > loader_time: 0.012 (0.011170034800773063)  --> TIME: 2025-05-08 22:56:41 -- STEP: 512/725 -- GLOBAL_STEP: 84800 | > loss_disc: 2.2167532444000244 (2.2198405363596967) | > loss_disc_real_0: 0.12346751242876053 (0.1386139850801555) | > loss_disc_real_1: 0.18844248354434967 (0.19661433825967833) | > loss_disc_real_2: 0.1923283338546753 (0.19155209974269383) | > loss_disc_real_3: 0.2015489935874939 (0.20223358340444972) | > loss_disc_real_4: 0.21649286150932312 (0.19904575659893456) | > loss_disc_real_5: 0.1986882984638214 (0.20352450647624215) | > loss_0: 2.2167532444000244 (2.2198405363596967) | > grad_norm_0: tensor(34.2286, device='cuda:0') (tensor(36.1030, device='cuda:0')) | > loss_gen: 2.70641827583313 (2.7629581703804442) | > loss_kl: 1.7259515523910522 (1.7720595186110584) | > loss_feat: 8.044495582580566 (8.258076244033894) | > loss_mel: 12.80104923248291 (13.754716122522952) | > loss_duration: 1.691961646080017 (1.7249679807573555) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.96987533569336 (28.272778056561947) | > grad_norm_1: tensor(607.6274, device='cuda:0') (tensor(787.7427, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8667 (0.849678378086537) | > loader_time: 0.0125 (0.01119937747716904)  --> TIME: 2025-05-08 22:57:24 -- STEP: 562/725 -- GLOBAL_STEP: 84850 | > loss_disc: 2.260268211364746 (2.219740525259241) | > loss_disc_real_0: 0.12042191624641418 (0.1381454662390026) | > loss_disc_real_1: 0.18559539318084717 (0.1966621880800698) | > loss_disc_real_2: 0.19930072128772736 (0.1917230796029136) | > loss_disc_real_3: 0.19608207046985626 (0.2023625679287622) | > loss_disc_real_4: 0.21134918928146362 (0.1990652403055137) | > loss_disc_real_5: 0.19127854704856873 (0.20355339740731113) | > loss_0: 2.260268211364746 (2.219740525259241) | > grad_norm_0: tensor(23.1347, device='cuda:0') (tensor(35.8950, device='cuda:0')) | > loss_gen: 2.693359136581421 (2.7627864613651814) | > loss_kl: 1.7795701026916504 (1.7749869170137995) | > loss_feat: 7.847193241119385 (8.257391691207907) | > loss_mel: 13.048674583435059 (13.756386648293493) | > loss_duration: 1.6927649974822998 (1.7248539547054793) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.061561584472656 (28.276405687433968) | > grad_norm_1: tensor(567.5459, device='cuda:0') (tensor(784.9557, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.9197 (0.8499941914955491) | > loader_time: 0.0131 (0.011200799212336968)  --> TIME: 2025-05-08 22:58:07 -- STEP: 612/725 -- GLOBAL_STEP: 84900 | > loss_disc: 2.1833295822143555 (2.219341510261583) | > loss_disc_real_0: 0.15065370500087738 (0.13730285857238006) | > loss_disc_real_1: 0.21524053812026978 (0.19698989800378383) | > loss_disc_real_2: 0.21474924683570862 (0.19202889307262078) | > loss_disc_real_3: 0.21504072844982147 (0.20251035161949454) | > loss_disc_real_4: 0.22438372671604156 (0.19897256336278396) | > loss_disc_real_5: 0.23038344085216522 (0.2035902033444324) | > loss_0: 2.1833295822143555 (2.219341510261583) | > grad_norm_0: tensor(45.8737, device='cuda:0') (tensor(35.8454, device='cuda:0')) | > loss_gen: 2.9636318683624268 (2.7651542226473507) | > loss_kl: 1.7168806791305542 (1.77332533944666) | > loss_feat: 8.087117195129395 (8.26442765332516) | > loss_mel: 14.768622398376465 (13.769258921442468) | > loss_duration: 1.6599558591842651 (1.724455214793386) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.196208953857422 (28.296621388080073) | > grad_norm_1: tensor(953.0837, device='cuda:0') (tensor(785.7099, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8078 (0.8501354650734296) | > loader_time: 0.0126 (0.011220708002451982)  --> TIME: 2025-05-08 22:58:50 -- STEP: 662/725 -- GLOBAL_STEP: 84950 | > loss_disc: 2.3483402729034424 (2.2169027647222967) | > loss_disc_real_0: 0.18019312620162964 (0.1366798256909378) | > loss_disc_real_1: 0.23492242395877838 (0.19681295966363732) | > loss_disc_real_2: 0.2122492790222168 (0.1918943620700492) | > loss_disc_real_3: 0.23013100028038025 (0.20249481127791544) | > loss_disc_real_4: 0.22905753552913666 (0.19904070779726232) | > loss_disc_real_5: 0.19649821519851685 (0.203465078262404) | > loss_0: 2.3483402729034424 (2.2169027647222967) | > grad_norm_0: tensor(37.2175, device='cuda:0') (tensor(36.0645, device='cuda:0')) | > loss_gen: 2.699706554412842 (2.7691823787919727) | > loss_kl: 1.696659803390503 (1.7712981731509874) | > loss_feat: 6.80385684967041 (8.280837281593037) | > loss_mel: 11.722612380981445 (13.778907323531874) | > loss_duration: 1.754205584526062 (1.7251839284810415) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.67704200744629 (28.325409117061927) | > grad_norm_1: tensor(545.3327, device='cuda:0') (tensor(781.7992, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8625 (0.8495557805202518) | > loader_time: 0.0119 (0.011218019842741353)  --> TIME: 2025-05-08 22:59:34 -- STEP: 712/725 -- GLOBAL_STEP: 85000 | > loss_disc: 2.211514472961426 (2.21605476184507) | > loss_disc_real_0: 0.12804433703422546 (0.13598441145267695) | > loss_disc_real_1: 0.18103116750717163 (0.19682171522231573) | > loss_disc_real_2: 0.19232912361621857 (0.1918969397338925) | > loss_disc_real_3: 0.20250673592090607 (0.20255904031519817) | > loss_disc_real_4: 0.1963142305612564 (0.19901506470913977) | > loss_disc_real_5: 0.18224215507507324 (0.2035300505630086) | > loss_0: 2.211514472961426 (2.21605476184507) | > grad_norm_0: tensor(20.7463, device='cuda:0') (tensor(35.7261, device='cuda:0')) | > loss_gen: 2.679556369781494 (2.769247391585557) | > loss_kl: 1.635650396347046 (1.7690579969896358) | > loss_feat: 8.35998249053955 (8.285654218679081) | > loss_mel: 13.909278869628906 (13.788672373535928) | > loss_duration: 1.7396618127822876 (1.7252513873443176) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.324129104614258 (28.337883397434535) | > grad_norm_1: tensor(350.3660, device='cuda:0') (tensor(783.5998, device='cuda:0')) | > current_lr_0: 0.00019867929711349895 | > current_lr_1: 0.00019867929711349895 | > step_time: 0.8443 (0.8495124280452728) | > loader_time: 0.0099 (0.011217324251539257) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_85000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.150012493133545 (2.150012493133545) | > loss_disc_real_0: 0.15558560192584991 (0.15558560192584991) | > loss_disc_real_1: 0.20889030396938324 (0.20889030396938324) | > loss_disc_real_2: 0.1848343461751938 (0.1848343461751938) | > loss_disc_real_3: 0.18070274591445923 (0.18070274591445923) | > loss_disc_real_4: 0.19168905913829803 (0.19168905913829803) | > loss_disc_real_5: 0.25467658042907715 (0.25467658042907715) | > loss_0: 2.150012493133545 (2.150012493133545) | > loss_gen: 2.895411252975464 (2.895411252975464) | > loss_kl: 2.036050319671631 (2.036050319671631) | > loss_feat: 9.251872062683105 (9.251872062683105) | > loss_mel: 15.359516143798828 (15.359516143798828) | > loss_duration: 1.6964020729064941 (1.6964020729064941) | > loss_1: 31.23925018310547 (31.23925018310547)  --> STEP: 1 | > loss_disc: 2.2152011394500732 (2.2152011394500732) | > loss_disc_real_0: 0.1769280880689621 (0.1769280880689621) | > loss_disc_real_1: 0.2036186009645462 (0.2036186009645462) | > loss_disc_real_2: 0.19552640616893768 (0.19552640616893768) | > loss_disc_real_3: 0.20522519946098328 (0.20522519946098328) | > loss_disc_real_4: 0.21544256806373596 (0.21544256806373596) | > loss_disc_real_5: 0.2554583251476288 (0.2554583251476288) | > loss_0: 2.2152011394500732 (2.2152011394500732) | > loss_gen: 2.8834457397460938 (2.8834457397460938) | > loss_kl: 2.035851001739502 (2.035851001739502) | > loss_feat: 7.821956157684326 (7.821956157684326) | > loss_mel: 14.051849365234375 (14.051849365234375) | > loss_duration: 1.7804886102676392 (1.7804886102676392) | > loss_1: 28.573591232299805 (28.573591232299805)  --> STEP: 2 | > loss_disc: 2.2364425659179688 (2.225821852684021) | > loss_disc_real_0: 0.16870786249637604 (0.17281797528266907) | > loss_disc_real_1: 0.21284906566143036 (0.20823383331298828) | > loss_disc_real_2: 0.17137040197849274 (0.1834484040737152) | > loss_disc_real_3: 0.20489269495010376 (0.20505894720554352) | > loss_disc_real_4: 0.2121499925851822 (0.21379628032445908) | > loss_disc_real_5: 0.2597029209136963 (0.25758062303066254) | > loss_0: 2.2364425659179688 (2.225821852684021) | > loss_gen: 2.8018860816955566 (2.842665910720825) | > loss_kl: 1.9049876928329468 (1.9704193472862244) | > loss_feat: 8.250948905944824 (8.036452531814575) | > loss_mel: 14.381661415100098 (14.216755390167236) | > loss_duration: 1.815922498703003 (1.798205554485321) | > loss_1: 29.155405044555664 (28.864498138427734)  --> STEP: 3 | > loss_disc: 2.2975049018859863 (2.2497162024180093) | > loss_disc_real_0: 0.1895832121372223 (0.17840638756752014) | > loss_disc_real_1: 0.2321699857711792 (0.2162125507990519) | > loss_disc_real_2: 0.19568535685539246 (0.1875273883342743) | > loss_disc_real_3: 0.18772666156291962 (0.19928151865800223) | > loss_disc_real_4: 0.20231637358665466 (0.20996964474519095) | > loss_disc_real_5: 0.25928691029548645 (0.2581493854522705) | > loss_0: 2.2975049018859863 (2.2497162024180093) | > loss_gen: 2.7117464542388916 (2.799026091893514) | > loss_kl: 1.9823795557022095 (1.974406083424886) | > loss_feat: 7.513404369354248 (7.8621031443278) | > loss_mel: 13.082709312438965 (13.838740030924479) | > loss_duration: 1.7951772212982178 (1.7971961100896199) | > loss_1: 27.085416793823242 (28.27147102355957)  --> STEP: 4 | > loss_disc: 2.1280996799468994 (2.219312071800232) | > loss_disc_real_0: 0.14433297514915466 (0.16988803446292877) | > loss_disc_real_1: 0.18932531774044037 (0.20949074253439903) | > loss_disc_real_2: 0.16409823298454285 (0.18167009949684143) | > loss_disc_real_3: 0.2090299278497696 (0.20171862095594406) | > loss_disc_real_4: 0.2163047343492508 (0.2115534171462059) | > loss_disc_real_5: 0.28694161772727966 (0.2653474435210228) | > loss_0: 2.1280996799468994 (2.219312071800232) | > loss_gen: 2.99635910987854 (2.8483593463897705) | > loss_kl: 1.932910442352295 (1.9640321731567383) | > loss_feat: 9.842397689819336 (8.357176780700684) | > loss_mel: 15.893387794494629 (14.352401971817017) | > loss_duration: 1.7262136936187744 (1.7794505059719086) | > loss_1: 32.39126968383789 (29.30142068862915) --> EVAL PERFORMANCE | > avg_loader_time: 0.28641778230667114 (+0.005832076072692871) | > avg_loss_disc: 2.219312071800232 (-0.05028069019317627) | > avg_loss_disc_real_0: 0.16988803446292877 (+0.02321416512131691) | > avg_loss_disc_real_1: 0.20949074253439903 (+0.02076796069741249) | > avg_loss_disc_real_2: 0.18167009949684143 (-0.007765635848045349) | > avg_loss_disc_real_3: 0.20171862095594406 (-0.021520070731639862) | > avg_loss_disc_real_4: 0.2115534171462059 (-0.024570100009441376) | > avg_loss_disc_real_5: 0.2653474435210228 (+0.028865985572338104) | > avg_loss_0: 2.219312071800232 (-0.05028069019317627) | > avg_loss_gen: 2.8483593463897705 (+0.2703736424446106) | > avg_loss_kl: 1.9640321731567383 (+0.13476762175559998) | > avg_loss_feat: 8.357176780700684 (+0.2022486925125122) | > avg_loss_mel: 14.352401971817017 (+0.1393580436706543) | > avg_loss_duration: 1.7794505059719086 (-0.0020537078380584717) | > avg_loss_1: 29.30142068862915 (+0.7446937561035156)  > EPOCH: 54/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 22:59:53)   --> TIME: 2025-05-08 23:00:27 -- STEP: 37/725 -- GLOBAL_STEP: 85050 | > loss_disc: 2.186227560043335 (2.19783226863758) | > loss_disc_real_0: 0.1545783281326294 (0.12941485562840024) | > loss_disc_real_1: 0.171632781624794 (0.19466533773654215) | > loss_disc_real_2: 0.1785932034254074 (0.18922304019734665) | > loss_disc_real_3: 0.19520092010498047 (0.20231155567878) | > loss_disc_real_4: 0.18197818100452423 (0.19809758300716812) | > loss_disc_real_5: 0.20307669043540955 (0.20500484632479177) | > loss_0: 2.186227560043335 (2.19783226863758) | > grad_norm_0: tensor(30.0958, device='cuda:0') (tensor(34.2028, device='cuda:0')) | > loss_gen: 2.8510215282440186 (2.77502212653289) | > loss_kl: 1.6512830257415771 (1.8028931875486631) | > loss_feat: 8.647313117980957 (8.344509640255488) | > loss_mel: 14.106197357177734 (13.781551489958892) | > loss_duration: 1.7184029817581177 (1.724831825978047) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.97421646118164 (28.428808057630384) | > grad_norm_1: tensor(1087.1925, device='cuda:0') (tensor(827.9394, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8305 (0.8513790981189625) | > loader_time: 0.0117 (0.010431089916744745)  --> TIME: 2025-05-08 23:01:11 -- STEP: 87/725 -- GLOBAL_STEP: 85100 | > loss_disc: 2.117413282394409 (2.207274617819951) | > loss_disc_real_0: 0.1571679413318634 (0.1352004931233396) | > loss_disc_real_1: 0.1728939414024353 (0.19506989402332525) | > loss_disc_real_2: 0.1427367925643921 (0.19087896350471445) | > loss_disc_real_3: 0.17429110407829285 (0.2022892108251309) | > loss_disc_real_4: 0.19102510809898376 (0.1989041832329213) | > loss_disc_real_5: 0.198173388838768 (0.20457789712938765) | > loss_0: 2.117413282394409 (2.207274617819951) | > grad_norm_0: tensor(51.6502, device='cuda:0') (tensor(36.2213, device='cuda:0')) | > loss_gen: 2.7580528259277344 (2.77727882615451) | > loss_kl: 1.8550000190734863 (1.7649017805340645) | > loss_feat: 8.181988716125488 (8.350593287369307) | > loss_mel: 14.41328239440918 (13.857293720903067) | > loss_duration: 1.7041664123535156 (1.7280429574264877) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.912490844726562 (28.478110455918586) | > grad_norm_1: tensor(1018.5419, device='cuda:0') (tensor(812.6553, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8267 (0.8585826336652383) | > loader_time: 0.0091 (0.010363219798296347)  --> TIME: 2025-05-08 23:01:54 -- STEP: 137/725 -- GLOBAL_STEP: 85150 | > loss_disc: 2.1869115829467773 (2.196953430663059) | > loss_disc_real_0: 0.05314222350716591 (0.13295517889035013) | > loss_disc_real_1: 0.19233688712120056 (0.19414306263418962) | > loss_disc_real_2: 0.16974157094955444 (0.19078594772485047) | > loss_disc_real_3: 0.1977393478155136 (0.2011336070777726) | > loss_disc_real_4: 0.2094767540693283 (0.19886922107560792) | > loss_disc_real_5: 0.17171786725521088 (0.2023176782540161) | > loss_0: 2.1869115829467773 (2.196953430663059) | > grad_norm_0: tensor(49.7892, device='cuda:0') (tensor(37.3327, device='cuda:0')) | > loss_gen: 3.1586875915527344 (2.7999702665927626) | > loss_kl: 1.731693148612976 (1.7813622394617457) | > loss_feat: 10.50772762298584 (8.43119698893415) | > loss_mel: 15.658836364746094 (13.926661971711765) | > loss_duration: 1.734642744064331 (1.7292534565403515) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.791587829589844 (28.668444779667542) | > grad_norm_1: tensor(1167.6371, device='cuda:0') (tensor(810.9625, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8216 (0.8543122180186921) | > loader_time: 0.0109 (0.010473876103867585)  --> TIME: 2025-05-08 23:02:37 -- STEP: 187/725 -- GLOBAL_STEP: 85200 | > loss_disc: 2.1254448890686035 (2.2009666935007837) | > loss_disc_real_0: 0.12007921934127808 (0.13198585067203342) | > loss_disc_real_1: 0.17085231840610504 (0.19436140238919997) | > loss_disc_real_2: 0.18677711486816406 (0.19154763476733846) | > loss_disc_real_3: 0.17479658126831055 (0.20233170289725544) | > loss_disc_real_4: 0.19845111668109894 (0.19931012495635028) | > loss_disc_real_5: 0.19233331084251404 (0.20293342258362845) | > loss_0: 2.1254448890686035 (2.2009666935007837) | > grad_norm_0: tensor(31.8665, device='cuda:0') (tensor(35.8098, device='cuda:0')) | > loss_gen: 2.7922375202178955 (2.798344854365057) | > loss_kl: 1.953736662864685 (1.7826684649615365) | > loss_feat: 9.417895317077637 (8.40615858496192) | > loss_mel: 14.189591407775879 (13.900142817573752) | > loss_duration: 1.7491246461868286 (1.730133799945607) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.102584838867188 (28.61744840897341) | > grad_norm_1: tensor(947.3853, device='cuda:0') (tensor(765.3232, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.86 (0.8511543273925781) | > loader_time: 0.0125 (0.01065935935566132)  --> TIME: 2025-05-08 23:03:20 -- STEP: 237/725 -- GLOBAL_STEP: 85250 | > loss_disc: 2.0685274600982666 (2.2005594068438694) | > loss_disc_real_0: 0.07679068297147751 (0.13064044487627258) | > loss_disc_real_1: 0.20623493194580078 (0.1951937862840886) | > loss_disc_real_2: 0.17382319271564484 (0.19196854041347014) | > loss_disc_real_3: 0.2014404535293579 (0.20288487627536436) | > loss_disc_real_4: 0.20648224651813507 (0.1990342666453953) | > loss_disc_real_5: 0.20054829120635986 (0.20331653534485822) | > loss_0: 2.0685274600982666 (2.2005594068438694) | > grad_norm_0: tensor(15.0347, device='cuda:0') (tensor(35.2111, device='cuda:0')) | > loss_gen: 2.9143524169921875 (2.7968222099014466) | > loss_kl: 1.9920395612716675 (1.7827030239225943) | > loss_feat: 9.403087615966797 (8.394503740318722) | > loss_mel: 15.218441009521484 (13.85070585902733) | > loss_duration: 1.7040232419967651 (1.729380995915409) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.231943130493164 (28.554115754139573) | > grad_norm_1: tensor(603.6104, device='cuda:0') (tensor(785.9058, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.813 (0.850436505386095) | > loader_time: 0.0097 (0.010815538937532449)  --> TIME: 2025-05-08 23:04:03 -- STEP: 287/725 -- GLOBAL_STEP: 85300 | > loss_disc: 2.149479627609253 (2.1985363694433553) | > loss_disc_real_0: 0.11374443769454956 (0.12929486321084183) | > loss_disc_real_1: 0.21078450977802277 (0.19525276140053505) | > loss_disc_real_2: 0.20366543531417847 (0.19189129146757022) | > loss_disc_real_3: 0.19234202802181244 (0.20295219471230322) | > loss_disc_real_4: 0.18844860792160034 (0.1987596655245027) | > loss_disc_real_5: 0.1972561627626419 (0.202862821415534) | > loss_0: 2.149479627609253 (2.1985363694433553) | > grad_norm_0: tensor(21.2652, device='cuda:0') (tensor(34.8615, device='cuda:0')) | > loss_gen: 2.7164413928985596 (2.8005268283006606) | > loss_kl: 1.703540563583374 (1.7790773010420047) | > loss_feat: 8.55557918548584 (8.399804185076457) | > loss_mel: 14.381183624267578 (13.844279957149917) | > loss_duration: 1.744504690170288 (1.7292175047904355) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.10125160217285 (28.55290575060695) | > grad_norm_1: tensor(1047.6943, device='cuda:0') (tensor(777.8251, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.7988 (0.8492719728356868) | > loader_time: 0.0122 (0.010939068910552236)  --> TIME: 2025-05-08 23:04:46 -- STEP: 337/725 -- GLOBAL_STEP: 85350 | > loss_disc: 2.2689168453216553 (2.201385595324488) | > loss_disc_real_0: 0.11244931071996689 (0.1302924623232037) | > loss_disc_real_1: 0.19842743873596191 (0.19575303089901655) | > loss_disc_real_2: 0.17531217634677887 (0.19188484867885472) | > loss_disc_real_3: 0.21616196632385254 (0.20278055001967737) | > loss_disc_real_4: 0.2014203518629074 (0.1985483849614594) | > loss_disc_real_5: 0.23816347122192383 (0.20286511598867904) | > loss_0: 2.2689168453216553 (2.201385595324488) | > grad_norm_0: tensor(22.8472, device='cuda:0') (tensor(34.8696, device='cuda:0')) | > loss_gen: 2.707578420639038 (2.7953142122274315) | > loss_kl: 1.816119909286499 (1.7737175403079926) | > loss_feat: 8.591756820678711 (8.375332468695031) | > loss_mel: 14.214506149291992 (13.813065622256135) | > loss_duration: 1.706477165222168 (1.7278116032348543) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.03643798828125 (28.48524140604172) | > grad_norm_1: tensor(961.7472, device='cuda:0') (tensor(776.7289, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8558 (0.8484262118353686) | > loader_time: 0.0122 (0.01098894648452895)  --> TIME: 2025-05-08 23:05:29 -- STEP: 387/725 -- GLOBAL_STEP: 85400 | > loss_disc: 2.0864691734313965 (2.19826039140539) | > loss_disc_real_0: 0.10901510715484619 (0.12923713149719465) | > loss_disc_real_1: 0.18400226533412933 (0.1954911274965418) | > loss_disc_real_2: 0.1816948503255844 (0.19160767889146027) | > loss_disc_real_3: 0.1652490794658661 (0.20271276542074612) | > loss_disc_real_4: 0.15670083463191986 (0.19859270562805262) | > loss_disc_real_5: 0.22911576926708221 (0.20277374056805628) | > loss_0: 2.0864691734313965 (2.19826039140539) | > grad_norm_0: tensor(48.6971, device='cuda:0') (tensor(34.0756, device='cuda:0')) | > loss_gen: 2.9223318099975586 (2.7964214520861) | > loss_kl: 1.6251760721206665 (1.7767906937488287) | > loss_feat: 9.048349380493164 (8.377906551656796) | > loss_mel: 14.720121383666992 (13.797631759052129) | > loss_duration: 1.812875747680664 (1.7275989317462734) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.128854751586914 (28.476349320522573) | > grad_norm_1: tensor(1108.7391, device='cuda:0') (tensor(781.4948, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8425 (0.8474476626985139) | > loader_time: 0.0122 (0.011029420897018083)  --> TIME: 2025-05-08 23:06:13 -- STEP: 437/725 -- GLOBAL_STEP: 85450 | > loss_disc: 2.031303644180298 (2.20102177031799) | > loss_disc_real_0: 0.11528506129980087 (0.13052009501296272) | > loss_disc_real_1: 0.16239558160305023 (0.19547675294243214) | > loss_disc_real_2: 0.21871928870677948 (0.1917037985690397) | > loss_disc_real_3: 0.20164518058300018 (0.20286791561942896) | > loss_disc_real_4: 0.17606739699840546 (0.1985414882000852) | > loss_disc_real_5: 0.2257298082113266 (0.20290535536660756) | > loss_0: 2.031303644180298 (2.20102177031799) | > grad_norm_0: tensor(21.2146, device='cuda:0') (tensor(33.9930, device='cuda:0')) | > loss_gen: 3.092723846435547 (2.7918861146922507) | > loss_kl: 1.9055625200271606 (1.7762728834043102) | > loss_feat: 9.992189407348633 (8.37508704296784) | > loss_mel: 15.867698669433594 (13.790375482572298) | > loss_duration: 1.6822423934936523 (1.7267989007504636) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.5404167175293 (28.46042037282983) | > grad_norm_1: tensor(984.9983, device='cuda:0') (tensor(776.0118, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8817 (0.8480611589462314) | > loader_time: 0.0106 (0.01106562821761422)  --> TIME: 2025-05-08 23:06:56 -- STEP: 487/725 -- GLOBAL_STEP: 85500 | > loss_disc: 2.2455878257751465 (2.2038358856275644) | > loss_disc_real_0: 0.11898143589496613 (0.13136627613824986) | > loss_disc_real_1: 0.17092061042785645 (0.1953687773715298) | > loss_disc_real_2: 0.1716037392616272 (0.1918758630324192) | > loss_disc_real_3: 0.17718107998371124 (0.20276703451448397) | > loss_disc_real_4: 0.17645184695720673 (0.19887244710564864) | > loss_disc_real_5: 0.18120218813419342 (0.20291759665803008) | > loss_0: 2.2455878257751465 (2.2038358856275644) | > grad_norm_0: tensor(16.2270, device='cuda:0') (tensor(33.9427, device='cuda:0')) | > loss_gen: 2.6990411281585693 (2.7861079949373084) | > loss_kl: 1.6012804508209229 (1.7756536591958703) | > loss_feat: 8.1520414352417 (8.35313552899527) | > loss_mel: 13.512863159179688 (13.777008413044578) | > loss_duration: 1.7157909870147705 (1.7278361817404964) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.681018829345703 (28.419741722592583) | > grad_norm_1: tensor(896.5791, device='cuda:0') (tensor(777.0898, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8111 (0.8473095340650428) | > loader_time: 0.0116 (0.011083972037940058)  --> TIME: 2025-05-08 23:07:39 -- STEP: 537/725 -- GLOBAL_STEP: 85550 | > loss_disc: 2.1673827171325684 (2.2028044746352804) | > loss_disc_real_0: 0.13336440920829773 (0.1310724947025767) | > loss_disc_real_1: 0.2133789211511612 (0.19538465514085357) | > loss_disc_real_2: 0.2097555249929428 (0.19186976957143567) | > loss_disc_real_3: 0.19881901144981384 (0.20271829442160977) | > loss_disc_real_4: 0.1839013695716858 (0.19870034609427004) | > loss_disc_real_5: 0.21914424002170563 (0.20297383933260457) | > loss_0: 2.1673827171325684 (2.2028044746352804) | > grad_norm_0: tensor(34.5071, device='cuda:0') (tensor(33.5625, device='cuda:0')) | > loss_gen: 2.839529037475586 (2.788032193423648) | > loss_kl: 1.6487185955047607 (1.776558510640036) | > loss_feat: 8.84805965423584 (8.351717394823472) | > loss_mel: 14.467899322509766 (13.774343888408866) | > loss_duration: 1.7452826499938965 (1.727991349648275) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.549489974975586 (28.418643273010826) | > grad_norm_1: tensor(1270.0496, device='cuda:0') (tensor(772.7571, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8424 (0.8471236677365153) | > loader_time: 0.0125 (0.011099316332371323)  --> TIME: 2025-05-08 23:08:21 -- STEP: 587/725 -- GLOBAL_STEP: 85600 | > loss_disc: 2.341111660003662 (2.2013025582344454) | > loss_disc_real_0: 0.21500928699970245 (0.13070027930646175) | > loss_disc_real_1: 0.21121668815612793 (0.19527664498840114) | > loss_disc_real_2: 0.20162804424762726 (0.19190474164242222) | > loss_disc_real_3: 0.2367742359638214 (0.20283292972655667) | > loss_disc_real_4: 0.21852122247219086 (0.19870997048927136) | > loss_disc_real_5: 0.23412328958511353 (0.20290777202714647) | > loss_0: 2.341111660003662 (2.2013025582344454) | > grad_norm_0: tensor(57.2317, device='cuda:0') (tensor(33.4369, device='cuda:0')) | > loss_gen: 2.7390024662017822 (2.788907643680475) | > loss_kl: 1.7997500896453857 (1.776776159033053) | > loss_feat: 7.567685604095459 (8.346005541299437) | > loss_mel: 13.248821258544922 (13.756181070305008) | > loss_duration: 1.6917879581451416 (1.7273139906904365) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.047046661376953 (28.395184349566957) | > grad_norm_1: tensor(838.2543, device='cuda:0') (tensor(775.9488, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8538 (0.8465208828550791) | > loader_time: 0.012 (0.011094226138555215)  --> TIME: 2025-05-08 23:09:04 -- STEP: 637/725 -- GLOBAL_STEP: 85650 | > loss_disc: 2.1570024490356445 (2.202387161307288) | > loss_disc_real_0: 0.11014934629201889 (0.13086020606723464) | > loss_disc_real_1: 0.16424506902694702 (0.19523977276575252) | > loss_disc_real_2: 0.1594715118408203 (0.1920027412134959) | > loss_disc_real_3: 0.21498903632164001 (0.2029838570433097) | > loss_disc_real_4: 0.20038650929927826 (0.19874767425763937) | > loss_disc_real_5: 0.20057350397109985 (0.2027708605118973) | > loss_0: 2.1570024490356445 (2.202387161307288) | > grad_norm_0: tensor(39.6838, device='cuda:0') (tensor(33.6093, device='cuda:0')) | > loss_gen: 2.866086721420288 (2.7878340787752816) | > loss_kl: 1.8053200244903564 (1.776897852798834) | > loss_feat: 8.521434783935547 (8.338151062676456) | > loss_mel: 14.179786682128906 (13.745083913698293) | > loss_duration: 1.6799529790878296 (1.7266465749246553) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.052581787109375 (28.37461343402953) | > grad_norm_1: tensor(1344.7164, device='cuda:0') (tensor(773.6953, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8263 (0.8461733616689687) | > loader_time: 0.0106 (0.011122641795471289)  --> TIME: 2025-05-08 23:09:47 -- STEP: 687/725 -- GLOBAL_STEP: 85700 | > loss_disc: 2.2501184940338135 (2.2041794091159486) | > loss_disc_real_0: 0.1419820636510849 (0.13158558241296375) | > loss_disc_real_1: 0.19865991175174713 (0.1955126697059283) | > loss_disc_real_2: 0.1787164807319641 (0.19218637053536172) | > loss_disc_real_3: 0.1857316792011261 (0.20293597317418677) | > loss_disc_real_4: 0.1666242778301239 (0.19864918573541246) | > loss_disc_real_5: 0.1842508316040039 (0.20274600530859338) | > loss_0: 2.2501184940338135 (2.2041794091159486) | > grad_norm_0: tensor(35.2234, device='cuda:0') (tensor(33.9124, device='cuda:0')) | > loss_gen: 2.643991231918335 (2.7855520494813657) | > loss_kl: 1.851938009262085 (1.776890716004407) | > loss_feat: 8.745355606079102 (8.335763521069529) | > loss_mel: 13.948596000671387 (13.749239450979433) | > loss_duration: 1.7248896360397339 (1.726282507051027) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.914772033691406 (28.373728206584552) | > grad_norm_1: tensor(885.0122, device='cuda:0') (tensor(777.8344, device='cuda:0')) | > current_lr_0: 0.00019865446220135974 | > current_lr_1: 0.00019865446220135974 | > step_time: 0.8351 (0.8455663647020055) | > loader_time: 0.012 (0.011139699985887288)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2224555015563965 (2.2224555015563965) | > loss_disc_real_0: 0.17454463243484497 (0.17454463243484497) | > loss_disc_real_1: 0.1949438750743866 (0.1949438750743866) | > loss_disc_real_2: 0.13664506375789642 (0.13664506375789642) | > loss_disc_real_3: 0.2066769301891327 (0.2066769301891327) | > loss_disc_real_4: 0.19919927418231964 (0.19919927418231964) | > loss_disc_real_5: 0.24398201704025269 (0.24398201704025269) | > loss_0: 2.2224555015563965 (2.2224555015563965) | > loss_gen: 2.6224050521850586 (2.6224050521850586) | > loss_kl: 1.851468563079834 (1.851468563079834) | > loss_feat: 8.535426139831543 (8.535426139831543) | > loss_mel: 13.554154396057129 (13.554154396057129) | > loss_duration: 1.6830066442489624 (1.6830066442489624) | > loss_1: 28.2464599609375 (28.2464599609375)  --> STEP: 1 | > loss_disc: 2.2693371772766113 (2.2693371772766113) | > loss_disc_real_0: 0.18978992104530334 (0.18978992104530334) | > loss_disc_real_1: 0.21349214017391205 (0.21349214017391205) | > loss_disc_real_2: 0.14738011360168457 (0.14738011360168457) | > loss_disc_real_3: 0.20311538875102997 (0.20311538875102997) | > loss_disc_real_4: 0.19192127883434296 (0.19192127883434296) | > loss_disc_real_5: 0.2861107289791107 (0.2861107289791107) | > loss_0: 2.2693371772766113 (2.2693371772766113) | > loss_gen: 2.701612710952759 (2.701612710952759) | > loss_kl: 1.916440486907959 (1.916440486907959) | > loss_feat: 7.155196189880371 (7.155196189880371) | > loss_mel: 13.075535774230957 (13.075535774230957) | > loss_duration: 1.7722002267837524 (1.7722002267837524) | > loss_1: 26.620983123779297 (26.620983123779297)  --> STEP: 2 | > loss_disc: 2.136401891708374 (2.2028695344924927) | > loss_disc_real_0: 0.1585838496685028 (0.17418688535690308) | > loss_disc_real_1: 0.18374662101268768 (0.19861938059329987) | > loss_disc_real_2: 0.12598374485969543 (0.13668192923069) | > loss_disc_real_3: 0.22047647833824158 (0.21179593354463577) | > loss_disc_real_4: 0.18234778940677643 (0.1871345341205597) | > loss_disc_real_5: 0.2342013716697693 (0.26015605032444) | > loss_0: 2.136401891708374 (2.2028695344924927) | > loss_gen: 2.726378917694092 (2.7139958143234253) | > loss_kl: 1.896735429763794 (1.9065879583358765) | > loss_feat: 7.901965141296387 (7.528580665588379) | > loss_mel: 14.354364395141602 (13.71495008468628) | > loss_duration: 1.8226231336593628 (1.7974116802215576) | > loss_1: 28.70206642150879 (27.661524772644043)  --> STEP: 3 | > loss_disc: 2.1926798820495605 (2.199472983678182) | > loss_disc_real_0: 0.17090092599391937 (0.17309156556924185) | > loss_disc_real_1: 0.1899656057357788 (0.1957347889741262) | > loss_disc_real_2: 0.13786835968494415 (0.13707740604877472) | > loss_disc_real_3: 0.21778053045272827 (0.2137907991806666) | > loss_disc_real_4: 0.16580653190612793 (0.18002520004908243) | > loss_disc_real_5: 0.25469812750816345 (0.25833674271901447) | > loss_0: 2.1926798820495605 (2.199472983678182) | > loss_gen: 2.625030040740967 (2.684340556462606) | > loss_kl: 1.8072962760925293 (1.8734907309214275) | > loss_feat: 8.48356819152832 (7.846909840901692) | > loss_mel: 14.326828002929688 (13.918909390767416) | > loss_duration: 1.8283859491348267 (1.8077364365259807) | > loss_1: 29.071109771728516 (28.131386439005535)  --> STEP: 4 | > loss_disc: 2.125396251678467 (2.180953800678253) | > loss_disc_real_0: 0.15627682209014893 (0.1688878796994686) | > loss_disc_real_1: 0.19474419951438904 (0.1954871416091919) | > loss_disc_real_2: 0.1289972960948944 (0.13505737856030464) | > loss_disc_real_3: 0.21349741518497467 (0.21371745318174362) | > loss_disc_real_4: 0.17549031972885132 (0.17889147996902466) | > loss_disc_real_5: 0.24755296111106873 (0.25564079731702805) | > loss_0: 2.125396251678467 (2.180953800678253) | > loss_gen: 2.801602602005005 (2.7136560678482056) | > loss_kl: 1.9213964939117432 (1.8854671716690063) | > loss_feat: 8.237000465393066 (7.944432497024536) | > loss_mel: 14.1978120803833 (13.988635063171387) | > loss_duration: 1.7291210889816284 (1.7880825996398926) | > loss_1: 28.886932373046875 (28.32027292251587) --> EVAL PERFORMANCE | > avg_loader_time: 0.2911437749862671 (+0.004725992679595947) | > avg_loss_disc: 2.180953800678253 (-0.03835827112197876) | > avg_loss_disc_real_0: 0.1688878796994686 (-0.0010001547634601593) | > avg_loss_disc_real_1: 0.1954871416091919 (-0.014003600925207138) | > avg_loss_disc_real_2: 0.13505737856030464 (-0.04661272093653679) | > avg_loss_disc_real_3: 0.21371745318174362 (+0.01199883222579956) | > avg_loss_disc_real_4: 0.17889147996902466 (-0.032661937177181244) | > avg_loss_disc_real_5: 0.25564079731702805 (-0.009706646203994751) | > avg_loss_0: 2.180953800678253 (-0.03835827112197876) | > avg_loss_gen: 2.7136560678482056 (-0.13470327854156494) | > avg_loss_kl: 1.8854671716690063 (-0.07856500148773193) | > avg_loss_feat: 7.944432497024536 (-0.41274428367614746) | > avg_loss_mel: 13.988635063171387 (-0.3637669086456299) | > avg_loss_duration: 1.7880825996398926 (+0.008632093667984009) | > avg_loss_1: 28.32027292251587 (-0.9811477661132812)  > EPOCH: 55/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 23:10:26)   --> TIME: 2025-05-08 23:10:38 -- STEP: 12/725 -- GLOBAL_STEP: 85750 | > loss_disc: 2.270371437072754 (2.2453440030415854) | > loss_disc_real_0: 0.13530349731445312 (0.1334477967272202) | > loss_disc_real_1: 0.20244401693344116 (0.20463859910766283) | > loss_disc_real_2: 0.1964452862739563 (0.19682279725869498) | > loss_disc_real_3: 0.19302621483802795 (0.20378534744183222) | > loss_disc_real_4: 0.1928369104862213 (0.20201141014695168) | > loss_disc_real_5: 0.19365490972995758 (0.20103593418995538) | > loss_0: 2.270371437072754 (2.2453440030415854) | > grad_norm_0: tensor(16.0348, device='cuda:0') (tensor(22.3382, device='cuda:0')) | > loss_gen: 2.5692858695983887 (2.6882598201433816) | > loss_kl: 1.762906789779663 (1.8275427619616191) | > loss_feat: 8.240073204040527 (7.7300439675649) | > loss_mel: 14.806242942810059 (13.401310046513876) | > loss_duration: 1.7657634019851685 (1.7276450097560883) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.14427375793457 (27.37480131785075) | > grad_norm_1: tensor(136.9663, device='cuda:0') (tensor(801.0517, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8356 (0.8357073863347372) | > loader_time: 0.0113 (0.010203818480173746)  --> TIME: 2025-05-08 23:11:22 -- STEP: 62/725 -- GLOBAL_STEP: 85800 | > loss_disc: 2.2465083599090576 (2.2251439863635643) | > loss_disc_real_0: 0.17849257588386536 (0.13688515355029413) | > loss_disc_real_1: 0.19846899807453156 (0.19883671907647962) | > loss_disc_real_2: 0.1749507188796997 (0.1938835082034911) | > loss_disc_real_3: 0.21309812366962433 (0.20513955047053675) | > loss_disc_real_4: 0.20504920184612274 (0.20035610756566447) | > loss_disc_real_5: 0.24601709842681885 (0.20132076740264893) | > loss_0: 2.2465083599090576 (2.2251439863635643) | > grad_norm_0: tensor(39.1238, device='cuda:0') (tensor(31.7817, device='cuda:0')) | > loss_gen: 2.7303833961486816 (2.7669858471039803) | > loss_kl: 1.7629616260528564 (1.7982470643135808) | > loss_feat: 7.4713945388793945 (8.321538686752318) | > loss_mel: 12.896063804626465 (13.823338754715458) | > loss_duration: 1.7820298671722412 (1.718466793337176) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.642833709716797 (28.42857720774989) | > grad_norm_1: tensor(686.2219, device='cuda:0') (tensor(761.6780, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8589 (0.85453627955529) | > loader_time: 0.0102 (0.010782122611999512)  --> TIME: 2025-05-08 23:12:06 -- STEP: 112/725 -- GLOBAL_STEP: 85850 | > loss_disc: 2.199910879135132 (2.220455850873675) | > loss_disc_real_0: 0.1363324522972107 (0.13790984165721695) | > loss_disc_real_1: 0.1753854900598526 (0.19689805952033826) | > loss_disc_real_2: 0.1853833943605423 (0.1935229953378439) | > loss_disc_real_3: 0.19075477123260498 (0.20332826261541673) | > loss_disc_real_4: 0.1572454571723938 (0.19936516588287695) | > loss_disc_real_5: 0.20113153755664825 (0.20215197625969136) | > loss_0: 2.199910879135132 (2.220455850873675) | > grad_norm_0: tensor(56.9024, device='cuda:0') (tensor(32.4905, device='cuda:0')) | > loss_gen: 2.715331792831421 (2.760112347347395) | > loss_kl: 1.678385615348816 (1.7807988982115472) | > loss_feat: 8.788508415222168 (8.300818030323297) | > loss_mel: 14.179344177246094 (13.821525428976331) | > loss_duration: 1.750136137008667 (1.725438964154039) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.111705780029297 (28.388693741389684) | > grad_norm_1: tensor(998.6887, device='cuda:0') (tensor(794.1713, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8433 (0.8601609191724232) | > loader_time: 0.0096 (0.010813842926706587)  --> TIME: 2025-05-08 23:12:49 -- STEP: 162/725 -- GLOBAL_STEP: 85900 | > loss_disc: 2.3683531284332275 (2.218478482446554) | > loss_disc_real_0: 0.15785740315914154 (0.13763117279719414) | > loss_disc_real_1: 0.18637575209140778 (0.19707675268988556) | > loss_disc_real_2: 0.22979557514190674 (0.1936631664449786) | > loss_disc_real_3: 0.20340856909751892 (0.20281316367564378) | > loss_disc_real_4: 0.20093975961208344 (0.19859691221772888) | > loss_disc_real_5: 0.2262272983789444 (0.20196580031403788) | > loss_0: 2.3683531284332275 (2.218478482446554) | > grad_norm_0: tensor(15.1965, device='cuda:0') (tensor(32.6025, device='cuda:0')) | > loss_gen: 2.4595179557800293 (2.7641433138906226) | > loss_kl: 1.8608808517456055 (1.7707837797977306) | > loss_feat: 6.800656318664551 (8.315961128399685) | > loss_mel: 12.277215957641602 (13.879723931536262) | > loss_duration: 1.6843136548995972 (1.7257932608510238) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.082584381103516 (28.456405486589595) | > grad_norm_1: tensor(256.8156, device='cuda:0') (tensor(768.9434, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8413 (0.8566437930236628) | > loader_time: 0.011 (0.010652237468295626)  --> TIME: 2025-05-08 23:13:32 -- STEP: 212/725 -- GLOBAL_STEP: 85950 | > loss_disc: 2.0586533546447754 (2.2143189592181516) | > loss_disc_real_0: 0.10933792591094971 (0.13674262362831027) | > loss_disc_real_1: 0.17722149193286896 (0.19651632327234975) | > loss_disc_real_2: 0.17045579850673676 (0.19350964287823103) | > loss_disc_real_3: 0.1618809998035431 (0.20223292455358324) | > loss_disc_real_4: 0.15243522822856903 (0.19864665611453777) | > loss_disc_real_5: 0.2669709622859955 (0.20088971342961742) | > loss_0: 2.0586533546447754 (2.2143189592181516) | > grad_norm_0: tensor(31.2578, device='cuda:0') (tensor(33.2113, device='cuda:0')) | > loss_gen: 3.2253339290618896 (2.779589514687377) | > loss_kl: 1.7041184902191162 (1.7689100965014044) | > loss_feat: 11.085625648498535 (8.3583302520356) | > loss_mel: 16.204158782958984 (13.910822994304153) | > loss_duration: 1.732825517654419 (1.7248125149393978) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.952064514160156 (28.542465425887197) | > grad_norm_1: tensor(613.3945, device='cuda:0') (tensor(748.7325, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8327 (0.8550173887666667) | > loader_time: 0.012 (0.010628521442413327)  --> TIME: 2025-05-08 23:14:15 -- STEP: 262/725 -- GLOBAL_STEP: 86000 | > loss_disc: 2.277836322784424 (2.209653770650617) | > loss_disc_real_0: 0.09950416535139084 (0.1347273481540552) | > loss_disc_real_1: 0.20535755157470703 (0.19634216375478353) | > loss_disc_real_2: 0.20896141231060028 (0.19373461058121602) | > loss_disc_real_3: 0.19754202663898468 (0.20207154620012255) | > loss_disc_real_4: 0.19245785474777222 (0.19868723337204403) | > loss_disc_real_5: 0.18743671476840973 (0.20087877877113472) | > loss_0: 2.277836322784424 (2.209653770650617) | > grad_norm_0: tensor(26.7185, device='cuda:0') (tensor(33.8406, device='cuda:0')) | > loss_gen: 2.603236198425293 (2.7866573106241597) | > loss_kl: 1.7717875242233276 (1.776035596851174) | > loss_feat: 7.5455217361450195 (8.38521154418246) | > loss_mel: 13.18605899810791 (13.926901893761322) | > loss_duration: 1.6993221044540405 (1.7251634770677289) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.805927276611328 (28.599969885731472) | > grad_norm_1: tensor(990.2178, device='cuda:0') (tensor(741.4569, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8934 (0.851392422923605) | > loader_time: 0.01 (0.010601839946426505) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_86000.pth  --> TIME: 2025-05-08 23:15:00 -- STEP: 312/725 -- GLOBAL_STEP: 86050 | > loss_disc: 2.1213860511779785 (2.2069058135533957) | > loss_disc_real_0: 0.14846940338611603 (0.13326222908038352) | > loss_disc_real_1: 0.17883671820163727 (0.1967074960374679) | > loss_disc_real_2: 0.1850646734237671 (0.19348800612183717) | > loss_disc_real_3: 0.22407817840576172 (0.20203583974104666) | > loss_disc_real_4: 0.15199440717697144 (0.19856531750888395) | > loss_disc_real_5: 0.21234482526779175 (0.20058160915206635) | > loss_0: 2.1213860511779785 (2.2069058135533957) | > grad_norm_0: tensor(57.4464, device='cuda:0') (tensor(33.5352, device='cuda:0')) | > loss_gen: 2.987842321395874 (2.7867852884989524) | > loss_kl: 1.549822211265564 (1.7760738604343855) | > loss_feat: 8.374068260192871 (8.369855319842316) | > loss_mel: 13.387699127197266 (13.889903600399313) | > loss_duration: 1.7251932621002197 (1.7247007573262232) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.02462387084961 (28.547318880374615) | > grad_norm_1: tensor(818.3442, device='cuda:0') (tensor(758.2017, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8478 (0.8488614169450907) | > loader_time: 0.0123 (0.010641842316358511)  --> TIME: 2025-05-08 23:15:43 -- STEP: 362/725 -- GLOBAL_STEP: 86100 | > loss_disc: 2.3107821941375732 (2.2061665776026183) | > loss_disc_real_0: 0.10620877891778946 (0.13267517978973808) | > loss_disc_real_1: 0.23523376882076263 (0.19681891457316625) | > loss_disc_real_2: 0.19247625768184662 (0.19330713918525216) | > loss_disc_real_3: 0.17811159789562225 (0.20222431515955797) | > loss_disc_real_4: 0.18742361664772034 (0.19859075266353332) | > loss_disc_real_5: 0.20741654932498932 (0.20055105450732927) | > loss_0: 2.3107821941375732 (2.2061665776026183) | > grad_norm_0: tensor(13.4022, device='cuda:0') (tensor(33.3273, device='cuda:0')) | > loss_gen: 2.488499402999878 (2.7882017878537693) | > loss_kl: 1.8502579927444458 (1.7745081838323267) | > loss_feat: 7.589424133300781 (8.359738974281447) | > loss_mel: 13.497516632080078 (13.86539088296627) | > loss_duration: 1.68145751953125 (1.7237408852708926) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.107154846191406 (28.5115807675525) | > grad_norm_1: tensor(122.0577, device='cuda:0') (tensor(761.4473, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8412 (0.848059292656282) | > loader_time: 0.0102 (0.010667364241668533)  --> TIME: 2025-05-08 23:16:26 -- STEP: 412/725 -- GLOBAL_STEP: 86150 | > loss_disc: 2.3201324939727783 (2.204522992800739) | > loss_disc_real_0: 0.16678909957408905 (0.13299189594764146) | > loss_disc_real_1: 0.2119000405073166 (0.19679913514302771) | > loss_disc_real_2: 0.1987403929233551 (0.1931598568063917) | > loss_disc_real_3: 0.22958873212337494 (0.20215986202498087) | > loss_disc_real_4: 0.2270815372467041 (0.1982026850641931) | > loss_disc_real_5: 0.23746870458126068 (0.20006094677645023) | > loss_0: 2.3201324939727783 (2.204522992800739) | > grad_norm_0: tensor(24.2761, device='cuda:0') (tensor(33.5477, device='cuda:0')) | > loss_gen: 2.6677894592285156 (2.7923752729175173) | > loss_kl: 1.7041345834732056 (1.7741145561042342) | > loss_feat: 8.157732009887695 (8.372413593588528) | > loss_mel: 13.981304168701172 (13.853217766122913) | > loss_duration: 1.7367336750030518 (1.7245738844848368) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.24769401550293 (28.51669512906121) | > grad_norm_1: tensor(724.7228, device='cuda:0') (tensor(759.1996, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8323 (0.8482056589959894) | > loader_time: 0.0118 (0.01068135777723442)  --> TIME: 2025-05-08 23:17:08 -- STEP: 462/725 -- GLOBAL_STEP: 86200 | > loss_disc: 2.399266242980957 (2.204904495895682) | > loss_disc_real_0: 0.10322476923465729 (0.1327117209794458) | > loss_disc_real_1: 0.23023343086242676 (0.19675564991705347) | > loss_disc_real_2: 0.2266363650560379 (0.19306591056384054) | > loss_disc_real_3: 0.22693412005901337 (0.2020279160374171) | > loss_disc_real_4: 0.21067003905773163 (0.1983620683094124) | > loss_disc_real_5: 0.23000098764896393 (0.200712757741476) | > loss_0: 2.399266242980957 (2.204904495895682) | > grad_norm_0: tensor(22.8930, device='cuda:0') (tensor(32.8626, device='cuda:0')) | > loss_gen: 2.424382209777832 (2.7868844368757117) | > loss_kl: 1.7985584735870361 (1.7723193269271356) | > loss_feat: 5.961544990539551 (8.354395925224612) | > loss_mel: 10.385483741760254 (13.844255391653483) | > loss_duration: 1.779975175857544 (1.724874486912896) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.349945068359375 (28.482729655839663) | > grad_norm_1: tensor(574.4873, device='cuda:0') (tensor(758.6907, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.7945 (0.8466102096425506) | > loader_time: 0.0119 (0.010708468817013166)  --> TIME: 2025-05-08 23:17:51 -- STEP: 512/725 -- GLOBAL_STEP: 86250 | > loss_disc: 2.2101478576660156 (2.202558652497827) | > loss_disc_real_0: 0.13097061216831207 (0.13281575612199945) | > loss_disc_real_1: 0.20084163546562195 (0.19635650122654624) | > loss_disc_real_2: 0.18154317140579224 (0.192498200602131) | > loss_disc_real_3: 0.16176222264766693 (0.20172478345921266) | > loss_disc_real_4: 0.19224001467227936 (0.19813257129862905) | > loss_disc_real_5: 0.2352103739976883 (0.20056583519908597) | > loss_0: 2.2101478576660156 (2.202558652497827) | > grad_norm_0: tensor(11.2541, device='cuda:0') (tensor(32.7909, device='cuda:0')) | > loss_gen: 2.720573663711548 (2.789703574962915) | > loss_kl: 1.8561806678771973 (1.76854287693277) | > loss_feat: 8.370338439941406 (8.37097169551999) | > loss_mel: 12.447381019592285 (13.847641333937647) | > loss_duration: 1.6702516078948975 (1.7254743734374638) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.064725875854492 (28.50233393535018) | > grad_norm_1: tensor(110.3719, device='cuda:0') (tensor(757.2623, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8621 (0.8454772927798331) | > loader_time: 0.0098 (0.010732646100223064)  --> TIME: 2025-05-08 23:18:34 -- STEP: 562/725 -- GLOBAL_STEP: 86300 | > loss_disc: 2.3649067878723145 (2.2015539100161647) | > loss_disc_real_0: 0.12852981686592102 (0.13294748590722189) | > loss_disc_real_1: 0.2069898098707199 (0.1960947326387799) | > loss_disc_real_2: 0.20688150823116302 (0.19251683571796824) | > loss_disc_real_3: 0.2079368531703949 (0.20190394293264985) | > loss_disc_real_4: 0.22586402297019958 (0.19821931989167507) | > loss_disc_real_5: 0.17253617942333221 (0.20011032370061632) | > loss_0: 2.3649067878723145 (2.2015539100161647) | > grad_norm_0: tensor(17.8738, device='cuda:0') (tensor(33.0146, device='cuda:0')) | > loss_gen: 2.6247262954711914 (2.791937407225476) | > loss_kl: 1.7787277698516846 (1.77031997514365) | > loss_feat: 7.401618003845215 (8.374981477167266) | > loss_mel: 13.040019035339355 (13.856491777820521) | > loss_duration: 1.680140495300293 (1.7248449423134962) | > amp_scaler: 128.0 (128.6832740213524) | > loss_1: 26.525230407714844 (28.518575658153384) | > grad_norm_1: tensor(309.7523, device='cuda:0') (tensor(755.5912, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8926 (0.8448567683162216) | > loader_time: 0.01 (0.010741459517292277)  --> TIME: 2025-05-08 23:19:17 -- STEP: 612/725 -- GLOBAL_STEP: 86350 | > loss_disc: 2.131793260574341 (2.201594738594067) | > loss_disc_real_0: 0.10837731510400772 (0.13314474190226167) | > loss_disc_real_1: 0.18276062607765198 (0.19624373065977319) | > loss_disc_real_2: 0.1822565793991089 (0.19238591094324797) | > loss_disc_real_3: 0.214016392827034 (0.20184819626749728) | > loss_disc_real_4: 0.1975155472755432 (0.19803936747846265) | > loss_disc_real_5: 0.20010964572429657 (0.20056175114282582) | > loss_0: 2.131793260574341 (2.201594738594067) | > grad_norm_0: tensor(34.2313, device='cuda:0') (tensor(32.9000, device='cuda:0')) | > loss_gen: 2.7697606086730957 (2.7895524084957595) | > loss_kl: 1.7256097793579102 (1.7710892082818976) | > loss_feat: 8.111170768737793 (8.376997794980321) | > loss_mel: 14.093942642211914 (13.864242494495869) | > loss_duration: 1.6447652578353882 (1.723964168550142) | > amp_scaler: 128.0 (128.62745098039233) | > loss_1: 28.34524917602539 (28.525846132265976) | > grad_norm_1: tensor(738.8085, device='cuda:0') (tensor(759.0433, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.802 (0.8446088168356157) | > loader_time: 0.011 (0.010750529033685821)  --> TIME: 2025-05-08 23:19:59 -- STEP: 662/725 -- GLOBAL_STEP: 86400 | > loss_disc: 2.2826390266418457 (2.202741264756711) | > loss_disc_real_0: 0.09481621533632278 (0.13352146035684914) | > loss_disc_real_1: 0.20869974792003632 (0.19603870554723057) | > loss_disc_real_2: 0.22669275104999542 (0.19230158433453193) | > loss_disc_real_3: 0.18945662677288055 (0.2019934787490936) | > loss_disc_real_4: 0.2239850014448166 (0.1980519597714041) | > loss_disc_real_5: 0.22819462418556213 (0.20112804330187606) | > loss_0: 2.2826390266418457 (2.202741264756711) | > grad_norm_0: tensor(46.0712, device='cuda:0') (tensor(33.1781, device='cuda:0')) | > loss_gen: 2.7940094470977783 (2.7881359041997675) | > loss_kl: 1.8852341175079346 (1.7722369282987547) | > loss_feat: 8.726724624633789 (8.373908915908682) | > loss_mel: 15.195019721984863 (13.860299474883298) | > loss_duration: 1.7235161066055298 (1.72402100818755) | > amp_scaler: 128.0 (128.58006042296083) | > loss_1: 30.324504852294922 (28.518602296304845) | > grad_norm_1: tensor(1021.4243, device='cuda:0') (tensor(768.5071, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8685 (0.8439903763485823) | > loader_time: 0.0105 (0.010736969662577)  --> TIME: 2025-05-08 23:20:42 -- STEP: 712/725 -- GLOBAL_STEP: 86450 | > loss_disc: 2.173421859741211 (2.2054634487695903) | > loss_disc_real_0: 0.12921227514743805 (0.13362373786277312) | > loss_disc_real_1: 0.21038177609443665 (0.1963442651910729) | > loss_disc_real_2: 0.20864920318126678 (0.1925814746136076) | > loss_disc_real_3: 0.235691636800766 (0.20229886892889984) | > loss_disc_real_4: 0.16565801203250885 (0.19817177302549394) | > loss_disc_real_5: 0.20045243203639984 (0.20137466910933494) | > loss_0: 2.173421859741211 (2.2054634487695903) | > grad_norm_0: tensor(23.7420, device='cuda:0') (tensor(33.2767, device='cuda:0')) | > loss_gen: 2.956265449523926 (2.785877602488809) | > loss_kl: 1.9454482793807983 (1.773265227173152) | > loss_feat: 9.122055053710938 (8.35609249050698) | > loss_mel: 15.113408088684082 (13.848887092611765) | > loss_duration: 1.7279088497161865 (1.7232812629656842) | > amp_scaler: 128.0 (128.53932584269677) | > loss_1: 30.86508560180664 (28.487403741043604) | > grad_norm_1: tensor(789.1706, device='cuda:0') (tensor(766.9642, device='cuda:0')) | > current_lr_0: 0.00019862963039358455 | > current_lr_1: 0.00019862963039358455 | > step_time: 0.8051 (0.8436549808202168) | > loader_time: 0.01 (0.01075533065903052)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1923165321350098 (2.1923165321350098) | > loss_disc_real_0: 0.1142687052488327 (0.1142687052488327) | > loss_disc_real_1: 0.1536562591791153 (0.1536562591791153) | > loss_disc_real_2: 0.17052020132541656 (0.17052020132541656) | > loss_disc_real_3: 0.22157078981399536 (0.22157078981399536) | > loss_disc_real_4: 0.17900921404361725 (0.17900921404361725) | > loss_disc_real_5: 0.1791258454322815 (0.1791258454322815) | > loss_0: 2.1923165321350098 (2.1923165321350098) | > loss_gen: 2.3570752143859863 (2.3570752143859863) | > loss_kl: 1.8261924982070923 (1.8261924982070923) | > loss_feat: 8.213078498840332 (8.213078498840332) | > loss_mel: 15.082013130187988 (15.082013130187988) | > loss_duration: 1.6947834491729736 (1.6947834491729736) | > loss_1: 29.17314338684082 (29.17314338684082)  --> STEP: 1 | > loss_disc: 2.052844285964966 (2.052844285964966) | > loss_disc_real_0: 0.10144080966711044 (0.10144080966711044) | > loss_disc_real_1: 0.15109029412269592 (0.15109029412269592) | > loss_disc_real_2: 0.1497783064842224 (0.1497783064842224) | > loss_disc_real_3: 0.17135362327098846 (0.17135362327098846) | > loss_disc_real_4: 0.15487366914749146 (0.15487366914749146) | > loss_disc_real_5: 0.17971336841583252 (0.17971336841583252) | > loss_0: 2.052844285964966 (2.052844285964966) | > loss_gen: 2.44515061378479 (2.44515061378479) | > loss_kl: 1.9918675422668457 (1.9918675422668457) | > loss_feat: 9.116092681884766 (9.116092681884766) | > loss_mel: 15.841769218444824 (15.841769218444824) | > loss_duration: 1.7855250835418701 (1.7855250835418701) | > loss_1: 31.180404663085938 (31.180404663085938)  --> STEP: 2 | > loss_disc: 2.098607301712036 (2.075725793838501) | > loss_disc_real_0: 0.10247999429702759 (0.10196040198206902) | > loss_disc_real_1: 0.14878523349761963 (0.14993776381015778) | > loss_disc_real_2: 0.15394122898578644 (0.15185976773500443) | > loss_disc_real_3: 0.18719254434108734 (0.1792730838060379) | > loss_disc_real_4: 0.170876607298851 (0.16287513822317123) | > loss_disc_real_5: 0.16580897569656372 (0.17276117205619812) | > loss_0: 2.098607301712036 (2.075725793838501) | > loss_gen: 2.3655846118927 (2.405367612838745) | > loss_kl: 1.8802138566970825 (1.9360406994819641) | > loss_feat: 8.593864440917969 (8.854978561401367) | > loss_mel: 15.563239097595215 (15.70250415802002) | > loss_duration: 1.8110285997390747 (1.7982768416404724) | > loss_1: 30.213932037353516 (30.697168350219727)  --> STEP: 3 | > loss_disc: 2.2604193687438965 (2.1372903188069663) | > loss_disc_real_0: 0.12951382994651794 (0.11114487797021866) | > loss_disc_real_1: 0.1710662692785263 (0.1569805989662806) | > loss_disc_real_2: 0.17531533539295197 (0.1596782902876536) | > loss_disc_real_3: 0.1935851275920868 (0.1840437650680542) | > loss_disc_real_4: 0.1822994351387024 (0.1693499038616816) | > loss_disc_real_5: 0.18394926190376282 (0.1764905353387197) | > loss_0: 2.2604193687438965 (2.1372903188069663) | > loss_gen: 2.3020777702331543 (2.3709376653035483) | > loss_kl: 1.8470919132232666 (1.9063911040623982) | > loss_feat: 7.851175785064697 (8.52037763595581) | > loss_mel: 14.147515296936035 (15.184174537658691) | > loss_duration: 1.8047699928283691 (1.8004412253697712) | > loss_1: 27.9526309967041 (29.78232256571452)  --> STEP: 4 | > loss_disc: 2.4653451442718506 (2.2193040251731873) | > loss_disc_real_0: 0.14368794858455658 (0.11928064562380314) | > loss_disc_real_1: 0.19571051001548767 (0.16666307672858238) | > loss_disc_real_2: 0.1984318345785141 (0.16936667636036873) | > loss_disc_real_3: 0.2111530900001526 (0.1908210963010788) | > loss_disc_real_4: 0.21659637987613678 (0.1811615228652954) | > loss_disc_real_5: 0.23564960062503815 (0.1912803016602993) | > loss_0: 2.4653451442718506 (2.2193040251731873) | > loss_gen: 2.0900003910064697 (2.3007033467292786) | > loss_kl: 2.056278705596924 (1.9438630044460297) | > loss_feat: 5.3371734619140625 (7.7245765924453735) | > loss_mel: 11.20482063293457 (14.189336061477661) | > loss_duration: 1.7278928756713867 (1.7823041379451752) | > loss_1: 22.41616439819336 (27.94078302383423) --> EVAL PERFORMANCE | > avg_loader_time: 0.3103541135787964 (+0.019210338592529297) | > avg_loss_disc: 2.2193040251731873 (+0.03835022449493408) | > avg_loss_disc_real_0: 0.11928064562380314 (-0.049607234075665474) | > avg_loss_disc_real_1: 0.16666307672858238 (-0.028824064880609512) | > avg_loss_disc_real_2: 0.16936667636036873 (+0.03430929780006409) | > avg_loss_disc_real_3: 0.1908210963010788 (-0.022896356880664825) | > avg_loss_disc_real_4: 0.1811615228652954 (+0.002270042896270752) | > avg_loss_disc_real_5: 0.1912803016602993 (-0.06436049565672874) | > avg_loss_0: 2.2193040251731873 (+0.03835022449493408) | > avg_loss_gen: 2.3007033467292786 (-0.412952721118927) | > avg_loss_kl: 1.9438630044460297 (+0.058395832777023315) | > avg_loss_feat: 7.7245765924453735 (-0.2198559045791626) | > avg_loss_mel: 14.189336061477661 (+0.20070099830627441) | > avg_loss_duration: 1.7823041379451752 (-0.005778461694717407) | > avg_loss_1: 27.94078302383423 (-0.3794898986816406)  > EPOCH: 56/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 23:20:59)   --> TIME: 2025-05-08 23:21:33 -- STEP: 37/725 -- GLOBAL_STEP: 86500 | > loss_disc: 2.118192672729492 (2.263086299638491) | > loss_disc_real_0: 0.13234876096248627 (0.14503193666806088) | > loss_disc_real_1: 0.16319581866264343 (0.19888950320514473) | > loss_disc_real_2: 0.1555335372686386 (0.1957530355131304) | > loss_disc_real_3: 0.20742040872573853 (0.20581117272377014) | > loss_disc_real_4: 0.18283653259277344 (0.20301910791848157) | > loss_disc_real_5: 0.2166062593460083 (0.20472442781603015) | > loss_0: 2.118192672729492 (2.263086299638491) | > grad_norm_0: tensor(15.8077, device='cuda:0') (tensor(39.0372, device='cuda:0')) | > loss_gen: 3.0525412559509277 (2.7219270886601628) | > loss_kl: 1.591402292251587 (1.7522003876196373) | > loss_feat: 8.988402366638184 (7.966523350896062) | > loss_mel: 13.73712158203125 (13.47832321476292) | > loss_duration: 1.725116491317749 (1.7180301820909656) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.09458351135254 (27.63700397594555) | > grad_norm_1: tensor(616.3568, device='cuda:0') (tensor(760.5799, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.854 (0.8474789825645653) | > loader_time: 0.011 (0.010099874960409629)  --> TIME: 2025-05-08 23:22:17 -- STEP: 87/725 -- GLOBAL_STEP: 86550 | > loss_disc: 2.3528451919555664 (2.236676018813561) | > loss_disc_real_0: 0.13105487823486328 (0.13848039036852197) | > loss_disc_real_1: 0.19882513582706451 (0.19939173689518846) | > loss_disc_real_2: 0.1802189201116562 (0.1951120569445621) | > loss_disc_real_3: 0.2076539844274521 (0.20315172805868342) | > loss_disc_real_4: 0.21839219331741333 (0.20056017753721653) | > loss_disc_real_5: 0.26705095171928406 (0.20287641865768655) | > loss_0: 2.3528451919555664 (2.236676018813561) | > grad_norm_0: tensor(44.6585, device='cuda:0') (tensor(35.5874, device='cuda:0')) | > loss_gen: 2.823253870010376 (2.7439230228292524) | > loss_kl: 1.6546818017959595 (1.7650301319429245) | > loss_feat: 8.305208206176758 (8.082599349405573) | > loss_mel: 13.683748245239258 (13.538879087601584) | > loss_duration: 1.6979479789733887 (1.7211608338630062) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.164840698242188 (27.851592206406867) | > grad_norm_1: tensor(1064.0610, device='cuda:0') (tensor(739.0446, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8443 (0.8505456283174712) | > loader_time: 0.0124 (0.010381849332787527)  --> TIME: 2025-05-08 23:23:00 -- STEP: 137/725 -- GLOBAL_STEP: 86600 | > loss_disc: 2.0476393699645996 (2.235001985174026) | > loss_disc_real_0: 0.06678587198257446 (0.1399426051299938) | > loss_disc_real_1: 0.16132821142673492 (0.19805041542888555) | > loss_disc_real_2: 0.16645322740077972 (0.19364940293513952) | > loss_disc_real_3: 0.17082878947257996 (0.20299671514190895) | > loss_disc_real_4: 0.17127090692520142 (0.19992559006179336) | > loss_disc_real_5: 0.1939457505941391 (0.20441637237141602) | > loss_0: 2.0476393699645996 (2.235001985174026) | > grad_norm_0: tensor(34.1901, device='cuda:0') (tensor(35.4575, device='cuda:0')) | > loss_gen: 2.9916203022003174 (2.7370034760802326) | > loss_kl: 1.8524751663208008 (1.7679875419087654) | > loss_feat: 10.7499361038208 (8.106378353425182) | > loss_mel: 16.64271354675293 (13.58375219359015) | > loss_duration: 1.723787546157837 (1.7215111377465464) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.960533142089844 (27.916632547865817) | > grad_norm_1: tensor(170.5110, device='cuda:0') (tensor(763.7888, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8101 (0.8524729666048593) | > loader_time: 0.0107 (0.010273654965588646)  --> TIME: 2025-05-08 23:23:43 -- STEP: 187/725 -- GLOBAL_STEP: 86650 | > loss_disc: 2.234511375427246 (2.226342759667873) | > loss_disc_real_0: 0.16061748564243317 (0.13931218451038402) | > loss_disc_real_1: 0.22347351908683777 (0.1971820866997866) | > loss_disc_real_2: 0.17816536128520966 (0.19300478202773932) | > loss_disc_real_3: 0.19276592135429382 (0.20205968052626927) | > loss_disc_real_4: 0.18516232073307037 (0.1991382603817445) | > loss_disc_real_5: 0.17976106703281403 (0.2043020373837833) | > loss_0: 2.234511375427246 (2.226342759667873) | > grad_norm_0: tensor(45.7967, device='cuda:0') (tensor(35.4171, device='cuda:0')) | > loss_gen: 2.9068756103515625 (2.7481162662812095) | > loss_kl: 1.7049798965454102 (1.7679769852582146) | > loss_feat: 9.336541175842285 (8.178711970222183) | > loss_mel: 14.423032760620117 (13.666065853547284) | > loss_duration: 1.7465598583221436 (1.7228730566361372) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.11798858642578 (28.083744049072262) | > grad_norm_1: tensor(849.7279, device='cuda:0') (tensor(781.2473, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8553 (0.850461354230177) | > loader_time: 0.0114 (0.010360625975909725)  --> TIME: 2025-05-08 23:24:26 -- STEP: 237/725 -- GLOBAL_STEP: 86700 | > loss_disc: 2.2135908603668213 (2.221701140142191) | > loss_disc_real_0: 0.10258224606513977 (0.13716539570802375) | > loss_disc_real_1: 0.1961677372455597 (0.1969723440549544) | > loss_disc_real_2: 0.18896843492984772 (0.19305501758800786) | > loss_disc_real_3: 0.181453675031662 (0.20198106482813627) | > loss_disc_real_4: 0.19544026255607605 (0.19917711684723946) | > loss_disc_real_5: 0.1621658205986023 (0.20413695766201503) | > loss_0: 2.2135908603668213 (2.221701140142191) | > grad_norm_0: tensor(55.6144, device='cuda:0') (tensor(35.4086, device='cuda:0')) | > loss_gen: 2.680959463119507 (2.7552607673129956) | > loss_kl: 1.9529117345809937 (1.763820319739072) | > loss_feat: 9.126557350158691 (8.224330149622403) | > loss_mel: 15.43494701385498 (13.6944321580074) | > loss_duration: 1.7111053466796875 (1.7216449332136645) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.90648078918457 (28.15948821120121) | > grad_norm_1: tensor(924.6176, device='cuda:0') (tensor(777.5193, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8251 (0.8502578332957336) | > loader_time: 0.0096 (0.010374802577344681)  --> TIME: 2025-05-08 23:25:09 -- STEP: 287/725 -- GLOBAL_STEP: 86750 | > loss_disc: 2.2129337787628174 (2.221195466842385) | > loss_disc_real_0: 0.12499937415122986 (0.1374199349134641) | > loss_disc_real_1: 0.18258260190486908 (0.19666370848122372) | > loss_disc_real_2: 0.18912433087825775 (0.193029148134205) | > loss_disc_real_3: 0.17784138023853302 (0.20180760381113774) | > loss_disc_real_4: 0.21745851635932922 (0.19898013874421144) | > loss_disc_real_5: 0.22725935280323029 (0.20445547790269822) | > loss_0: 2.2129337787628174 (2.221195466842385) | > grad_norm_0: tensor(18.9023, device='cuda:0') (tensor(35.1241, device='cuda:0')) | > loss_gen: 2.6518726348876953 (2.756963537960517) | > loss_kl: 1.8453037738800049 (1.7649983691006172) | > loss_feat: 7.743106842041016 (8.230796215841574) | > loss_mel: 13.347870826721191 (13.706029307136134) | > loss_duration: 1.7305710315704346 (1.7217739978318432) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.3187255859375 (28.18056131156894) | > grad_norm_1: tensor(220.6683, device='cuda:0') (tensor(771.0933, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.7889 (0.8494575571930785) | > loader_time: 0.0094 (0.010341818739728233)  --> TIME: 2025-05-08 23:25:53 -- STEP: 337/725 -- GLOBAL_STEP: 86800 | > loss_disc: 2.2060179710388184 (2.2198029095058285) | > loss_disc_real_0: 0.12036199122667313 (0.13768194379279444) | > loss_disc_real_1: 0.1707010567188263 (0.19664775370136567) | > loss_disc_real_2: 0.18583492934703827 (0.19302877155892578) | > loss_disc_real_3: 0.20518352091312408 (0.20189391611591645) | > loss_disc_real_4: 0.22114011645317078 (0.19859680263684845) | > loss_disc_real_5: 0.18027585744857788 (0.20363003263133933) | > loss_0: 2.2060179710388184 (2.2198029095058285) | > grad_norm_0: tensor(70.8425, device='cuda:0') (tensor(35.1791, device='cuda:0')) | > loss_gen: 2.820474863052368 (2.75771581949749) | > loss_kl: 1.7380534410476685 (1.7639166452764403) | > loss_feat: 8.923727035522461 (8.24619555544075) | > loss_mel: 15.085508346557617 (13.699470732261585) | > loss_duration: 1.703575849533081 (1.7208395304948714) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.271337509155273 (28.18813814678248) | > grad_norm_1: tensor(759.9330, device='cuda:0') (tensor(767.1185, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8601 (0.8490139504214776) | > loader_time: 0.0115 (0.010359706086291758)  --> TIME: 2025-05-08 23:26:36 -- STEP: 387/725 -- GLOBAL_STEP: 86850 | > loss_disc: 2.3070945739746094 (2.2169350730664377) | > loss_disc_real_0: 0.12624198198318481 (0.1371539339269163) | > loss_disc_real_1: 0.22863633930683136 (0.19659669335344349) | > loss_disc_real_2: 0.2147151380777359 (0.1929693411101975) | > loss_disc_real_3: 0.18175750970840454 (0.20176143355147783) | > loss_disc_real_4: 0.18511930108070374 (0.1984226250063234) | > loss_disc_real_5: 0.18105193972587585 (0.20336914278124046) | > loss_0: 2.3070945739746094 (2.2169350730664377) | > grad_norm_0: tensor(21.3589, device='cuda:0') (tensor(35.1327, device='cuda:0')) | > loss_gen: 2.521003007888794 (2.760772093937994) | > loss_kl: 1.5552207231521606 (1.7652625760366751) | > loss_feat: 7.253151893615723 (8.249683988802802) | > loss_mel: 12.071529388427734 (13.696815727293025) | > loss_duration: 1.8011775016784668 (1.720190632866951) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.202083587646484 (28.19272490804509) | > grad_norm_1: tensor(672.5493, device='cuda:0') (tensor(769.7427, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8521 (0.8488264644484803) | > loader_time: 0.0101 (0.01034339700250355)  --> TIME: 2025-05-08 23:27:19 -- STEP: 437/725 -- GLOBAL_STEP: 86900 | > loss_disc: 2.2111284732818604 (2.216098902427362) | > loss_disc_real_0: 0.1413988173007965 (0.13672899584407405) | > loss_disc_real_1: 0.20519128441810608 (0.1966387744421817) | > loss_disc_real_2: 0.2101614773273468 (0.19279680447120146) | > loss_disc_real_3: 0.19691267609596252 (0.20188688529437956) | > loss_disc_real_4: 0.19206158816814423 (0.19835700718707303) | > loss_disc_real_5: 0.2228109985589981 (0.20333290171705073) | > loss_0: 2.2111284732818604 (2.216098902427362) | > grad_norm_0: tensor(35.1345, device='cuda:0') (tensor(35.4549, device='cuda:0')) | > loss_gen: 2.7866690158843994 (2.7622518452135862) | > loss_kl: 1.8581007719039917 (1.767045427787222) | > loss_feat: 8.535594940185547 (8.257038704590606) | > loss_mel: 13.991315841674805 (13.687994009842857) | > loss_duration: 1.6902892589569092 (1.719679269419655) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.861968994140625 (28.194009165469236) | > grad_norm_1: tensor(785.8495, device='cuda:0') (tensor(773.3241, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.9026 (0.8483207678631187) | > loader_time: 0.01 (0.010337240363149407)  --> TIME: 2025-05-08 23:28:02 -- STEP: 487/725 -- GLOBAL_STEP: 86950 | > loss_disc: 2.2555530071258545 (2.2158109762340636) | > loss_disc_real_0: 0.11009307205677032 (0.13631017734076717) | > loss_disc_real_1: 0.21177002787590027 (0.19673996512038017) | > loss_disc_real_2: 0.20423272252082825 (0.19292028281967746) | > loss_disc_real_3: 0.18714837729930878 (0.20200138063279022) | > loss_disc_real_4: 0.20236070454120636 (0.1984042729991173) | > loss_disc_real_5: 0.20631475746631622 (0.2029909162917911) | > loss_0: 2.2555530071258545 (2.2158109762340636) | > grad_norm_0: tensor(23.4683, device='cuda:0') (tensor(35.4117, device='cuda:0')) | > loss_gen: 2.752877950668335 (2.7648190345607495) | > loss_kl: 1.826461672782898 (1.7675892873466381) | > loss_feat: 7.604914665222168 (8.250247261117854) | > loss_mel: 11.683902740478516 (13.664956541276807) | > loss_duration: 1.7267900705337524 (1.7204589652819313) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.594947814941406 (28.1680710105191) | > grad_norm_1: tensor(613.7053, device='cuda:0') (tensor(766.6061, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8311 (0.8489365293749549) | > loader_time: 0.0097 (0.010346487072703778)  --> TIME: 2025-05-08 23:28:45 -- STEP: 537/725 -- GLOBAL_STEP: 87000 | > loss_disc: 2.1295104026794434 (2.2146882531363237) | > loss_disc_real_0: 0.14634954929351807 (0.13627055990795867) | > loss_disc_real_1: 0.21529632806777954 (0.19658502284263987) | > loss_disc_real_2: 0.19209708273410797 (0.19260215920220983) | > loss_disc_real_3: 0.2188366949558258 (0.20185958853536035) | > loss_disc_real_4: 0.21422165632247925 (0.19816781150340151) | > loss_disc_real_5: 0.1885843425989151 (0.20317166774521556) | > loss_0: 2.1295104026794434 (2.2146882531363237) | > grad_norm_0: tensor(41.4829, device='cuda:0') (tensor(35.2575, device='cuda:0')) | > loss_gen: 2.9526498317718506 (2.766550049879475) | > loss_kl: 1.7161450386047363 (1.7701680820081487) | > loss_feat: 8.287994384765625 (8.262736053218164) | > loss_mel: 13.269025802612305 (13.694043857425282) | > loss_duration: 1.7615580558776855 (1.7211380111438603) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.98737335205078 (28.214635991073408) | > grad_norm_1: tensor(894.5008, device='cuda:0') (tensor(775.3216, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8416 (0.8489409030260764) | > loader_time: 0.0094 (0.010347262441113012) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_87000.pth  --> TIME: 2025-05-08 23:29:31 -- STEP: 587/725 -- GLOBAL_STEP: 87050 | > loss_disc: 2.2633166313171387 (2.2144741289051093) | > loss_disc_real_0: 0.18480908870697021 (0.13635105964627747) | > loss_disc_real_1: 0.21316780149936676 (0.19637595741570096) | > loss_disc_real_2: 0.20212657749652863 (0.19251453635335167) | > loss_disc_real_3: 0.22773711383342743 (0.20194791831088846) | > loss_disc_real_4: 0.21870899200439453 (0.19801339156786063) | > loss_disc_real_5: 0.21018114686012268 (0.20326883555270955) | > loss_0: 2.2633166313171387 (2.2144741289051093) | > grad_norm_0: tensor(77.2503, device='cuda:0') (tensor(35.5301, device='cuda:0')) | > loss_gen: 2.9912948608398438 (2.764962261742587) | > loss_kl: 1.8690563440322876 (1.7697378183751533) | > loss_feat: 8.629246711730957 (8.25921569203599) | > loss_mel: 13.607126235961914 (13.681594876251996) | > loss_duration: 1.6966025829315186 (1.721155102858145) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.79332733154297 (28.196665706991933) | > grad_norm_1: tensor(918.3997, device='cuda:0') (tensor(783.6121, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.862 (0.8492887844625078) | > loader_time: 0.0098 (0.010339652862418863)  --> TIME: 2025-05-08 23:30:14 -- STEP: 637/725 -- GLOBAL_STEP: 87100 | > loss_disc: 2.275907039642334 (2.2152933806789203) | > loss_disc_real_0: 0.14784705638885498 (0.1364554438734168) | > loss_disc_real_1: 0.2142743617296219 (0.1963820714076609) | > loss_disc_real_2: 0.19844502210617065 (0.19238736081628627) | > loss_disc_real_3: 0.1913541853427887 (0.20220602014843309) | > loss_disc_real_4: 0.19360452890396118 (0.19801430219383775) | > loss_disc_real_5: 0.26291897892951965 (0.2033478845981078) | > loss_0: 2.275907039642334 (2.2152933806789203) | > grad_norm_0: tensor(9.5248, device='cuda:0') (tensor(35.3379, device='cuda:0')) | > loss_gen: 2.7827649116516113 (2.76308685980936) | > loss_kl: 1.8438483476638794 (1.7695011843691812) | > loss_feat: 7.199641227722168 (8.247989515307552) | > loss_mel: 13.022734642028809 (13.666774421883527) | > loss_duration: 1.6975754499435425 (1.721076863339782) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.54656219482422 (28.16842878332691) | > grad_norm_1: tensor(104.8162, device='cuda:0') (tensor(777.1224, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8468 (0.8488175221477609) | > loader_time: 0.0107 (0.010359550008968443)  --> TIME: 2025-05-08 23:30:57 -- STEP: 687/725 -- GLOBAL_STEP: 87150 | > loss_disc: 2.193737745285034 (2.2143834274061582) | > loss_disc_real_0: 0.08787824958562851 (0.13637929638573873) | > loss_disc_real_1: 0.20114491879940033 (0.19642982292470276) | > loss_disc_real_2: 0.17689311504364014 (0.1923050255537727) | > loss_disc_real_3: 0.22432632744312286 (0.20206845220953798) | > loss_disc_real_4: 0.18101362884044647 (0.19811114775128066) | > loss_disc_real_5: 0.1470407247543335 (0.2031820592574852) | > loss_0: 2.193737745285034 (2.2143834274061582) | > grad_norm_0: tensor(44.4122, device='cuda:0') (tensor(35.3084, device='cuda:0')) | > loss_gen: 2.7416043281555176 (2.765814484814196) | > loss_kl: 1.7218748331069946 (1.7677523385315828) | > loss_feat: 8.343953132629395 (8.262727281412172) | > loss_mel: 13.066025733947754 (13.687432712516063) | > loss_duration: 1.7188512086868286 (1.721321694715575) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.592309951782227 (28.2050484653123) | > grad_norm_1: tensor(913.1077, device='cuda:0') (tensor(781.4340, device='cuda:0')) | > current_lr_0: 0.00019860480168978534 | > current_lr_1: 0.00019860480168978534 | > step_time: 0.8609 (0.8482913922361236) | > loader_time: 0.0103 (0.010371292869423504)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.234923839569092 (2.234923839569092) | > loss_disc_real_0: 0.16519010066986084 (0.16519010066986084) | > loss_disc_real_1: 0.1970546543598175 (0.1970546543598175) | > loss_disc_real_2: 0.2291160523891449 (0.2291160523891449) | > loss_disc_real_3: 0.2134990692138672 (0.2134990692138672) | > loss_disc_real_4: 0.18126651644706726 (0.18126651644706726) | > loss_disc_real_5: 0.24627555906772614 (0.24627555906772614) | > loss_0: 2.234923839569092 (2.234923839569092) | > loss_gen: 2.807415723800659 (2.807415723800659) | > loss_kl: 2.0119833946228027 (2.0119833946228027) | > loss_feat: 8.115489959716797 (8.115489959716797) | > loss_mel: 14.198576927185059 (14.198576927185059) | > loss_duration: 1.6847652196884155 (1.6847652196884155) | > loss_1: 28.81822967529297 (28.81822967529297)  --> STEP: 1 | > loss_disc: 2.1918282508850098 (2.1918282508850098) | > loss_disc_real_0: 0.1469007432460785 (0.1469007432460785) | > loss_disc_real_1: 0.1898929476737976 (0.1898929476737976) | > loss_disc_real_2: 0.19444304704666138 (0.19444304704666138) | > loss_disc_real_3: 0.21085990965366364 (0.21085990965366364) | > loss_disc_real_4: 0.18027463555335999 (0.18027463555335999) | > loss_disc_real_5: 0.2731543779373169 (0.2731543779373169) | > loss_0: 2.1918282508850098 (2.1918282508850098) | > loss_gen: 2.763363838195801 (2.763363838195801) | > loss_kl: 2.0348756313323975 (2.0348756313323975) | > loss_feat: 8.591937065124512 (8.591937065124512) | > loss_mel: 14.597811698913574 (14.597811698913574) | > loss_duration: 1.7718290090560913 (1.7718290090560913) | > loss_1: 29.759817123413086 (29.759817123413086)  --> STEP: 2 | > loss_disc: 2.122133255004883 (2.1569807529449463) | > loss_disc_real_0: 0.1332901269197464 (0.14009543508291245) | > loss_disc_real_1: 0.18021774291992188 (0.18505534529685974) | > loss_disc_real_2: 0.19959339499473572 (0.19701822102069855) | > loss_disc_real_3: 0.1914784163236618 (0.20116916298866272) | > loss_disc_real_4: 0.1628197729587555 (0.17154720425605774) | > loss_disc_real_5: 0.25014790892601013 (0.2616511434316635) | > loss_0: 2.122133255004883 (2.1569807529449463) | > loss_gen: 2.732370615005493 (2.747867226600647) | > loss_kl: 1.8177956342697144 (1.926335632801056) | > loss_feat: 8.994272232055664 (8.793104648590088) | > loss_mel: 15.61144733428955 (15.104629516601562) | > loss_duration: 1.8324384689331055 (1.8021337389945984) | > loss_1: 30.988323211669922 (30.374070167541504)  --> STEP: 3 | > loss_disc: 2.307910919189453 (2.2072908083597818) | > loss_disc_real_0: 0.17279154062271118 (0.15099413692951202) | > loss_disc_real_1: 0.2144632786512375 (0.194857989748319) | > loss_disc_real_2: 0.22046847641468048 (0.20483497281869253) | > loss_disc_real_3: 0.20704515278339386 (0.2031278262535731) | > loss_disc_real_4: 0.17505013942718506 (0.1727148493131002) | > loss_disc_real_5: 0.26953184604644775 (0.26427804430325824) | > loss_0: 2.307910919189453 (2.2072908083597818) | > loss_gen: 2.5989325046539307 (2.6982223192850747) | > loss_kl: 1.8741668462753296 (1.9089460372924805) | > loss_feat: 7.2361955642700195 (8.274134953816732) | > loss_mel: 13.552457809448242 (14.587238947550455) | > loss_duration: 1.8088207244873047 (1.8043627341588337) | > loss_1: 27.070571899414062 (29.27290407816569)  --> STEP: 4 | > loss_disc: 2.3304669857025146 (2.238084852695465) | > loss_disc_real_0: 0.15454596281051636 (0.1518820933997631) | > loss_disc_real_1: 0.2075376957654953 (0.19802791625261307) | > loss_disc_real_2: 0.1881750524044037 (0.20066999271512032) | > loss_disc_real_3: 0.2296755164861679 (0.2097647488117218) | > loss_disc_real_4: 0.19131579995155334 (0.17736508697271347) | > loss_disc_real_5: 0.24537138640880585 (0.25955137982964516) | > loss_0: 2.3304669857025146 (2.238084852695465) | > loss_gen: 2.447946786880493 (2.6356534361839294) | > loss_kl: 1.6068525314331055 (1.8334226608276367) | > loss_feat: 6.961302280426025 (7.945926785469055) | > loss_mel: 12.594096183776855 (14.088953256607056) | > loss_duration: 1.7386878728866577 (1.7879440188407898) | > loss_1: 25.34888458251953 (28.29189920425415) --> EVAL PERFORMANCE | > avg_loader_time: 0.2948797941207886 (-0.015474319458007812) | > avg_loss_disc: 2.238084852695465 (+0.018780827522277832) | > avg_loss_disc_real_0: 0.1518820933997631 (+0.03260144777595997) | > avg_loss_disc_real_1: 0.19802791625261307 (+0.031364839524030685) | > avg_loss_disc_real_2: 0.20066999271512032 (+0.03130331635475159) | > avg_loss_disc_real_3: 0.2097647488117218 (+0.018943652510643005) | > avg_loss_disc_real_4: 0.17736508697271347 (-0.0037964358925819397) | > avg_loss_disc_real_5: 0.25955137982964516 (+0.06827107816934586) | > avg_loss_0: 2.238084852695465 (+0.018780827522277832) | > avg_loss_gen: 2.6356534361839294 (+0.3349500894546509) | > avg_loss_kl: 1.8334226608276367 (-0.11044034361839294) | > avg_loss_feat: 7.945926785469055 (+0.22135019302368164) | > avg_loss_mel: 14.088953256607056 (-0.10038280487060547) | > avg_loss_duration: 1.7879440188407898 (+0.005639880895614624) | > avg_loss_1: 28.29189920425415 (+0.3511161804199219)  > EPOCH: 57/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 23:31:36)   --> TIME: 2025-05-08 23:31:49 -- STEP: 12/725 -- GLOBAL_STEP: 87200 | > loss_disc: 2.2633984088897705 (2.228350738684336) | > loss_disc_real_0: 0.1397288292646408 (0.1299651488661766) | > loss_disc_real_1: 0.2332194447517395 (0.2013802652557691) | > loss_disc_real_2: 0.22052976489067078 (0.19838963200648627) | > loss_disc_real_3: 0.21059802174568176 (0.2048139087855816) | > loss_disc_real_4: 0.1971215009689331 (0.19809441020091376) | > loss_disc_real_5: 0.20527192950248718 (0.20426740124821663) | > loss_0: 2.2633984088897705 (2.228350738684336) | > grad_norm_0: tensor(38.5074, device='cuda:0') (tensor(25.5419, device='cuda:0')) | > loss_gen: 2.632387638092041 (2.6919206380844116) | > loss_kl: 1.9048000574111938 (1.7601746618747711) | > loss_feat: 7.46881628036499 (7.927773992220561) | > loss_mel: 13.269401550292969 (13.44264562924703) | > loss_duration: 1.7660253047943115 (1.7312854727109273) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.04142951965332 (27.553800582885742) | > grad_norm_1: tensor(1361.0275, device='cuda:0') (tensor(919.9355, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8425 (0.8314454754193624) | > loader_time: 0.0098 (0.009960452715555826)  --> TIME: 2025-05-08 23:32:32 -- STEP: 62/725 -- GLOBAL_STEP: 87250 | > loss_disc: 2.1755383014678955 (2.2036225680382024) | > loss_disc_real_0: 0.13985680043697357 (0.1350945585197018) | > loss_disc_real_1: 0.17321383953094482 (0.19517664803612617) | > loss_disc_real_2: 0.1830478310585022 (0.19141701440657338) | > loss_disc_real_3: 0.22320526838302612 (0.20213488825867254) | > loss_disc_real_4: 0.2000749707221985 (0.19749624450360576) | > loss_disc_real_5: 0.2037334144115448 (0.20259052490995777) | > loss_0: 2.1755383014678955 (2.2036225680382024) | > grad_norm_0: tensor(28.4687, device='cuda:0') (tensor(36.0838, device='cuda:0')) | > loss_gen: 2.738138198852539 (2.759021320650654) | > loss_kl: 1.6775751113891602 (1.750364976544534) | > loss_feat: 8.130125045776367 (8.211363738582984) | > loss_mel: 12.899138450622559 (13.693322273992724) | > loss_duration: 1.8004032373428345 (1.7250901345283753) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.245380401611328 (28.139162432762884) | > grad_norm_1: tensor(942.8973, device='cuda:0') (tensor(793.7633, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8512 (0.8493606813492314) | > loader_time: 0.0118 (0.010637921671713551)  --> TIME: 2025-05-08 23:33:16 -- STEP: 112/725 -- GLOBAL_STEP: 87300 | > loss_disc: 2.2863876819610596 (2.212980719549315) | > loss_disc_real_0: 0.09142741560935974 (0.13477998892111434) | > loss_disc_real_1: 0.21288423240184784 (0.19683553145400115) | > loss_disc_real_2: 0.18565107882022858 (0.19185521959194116) | > loss_disc_real_3: 0.20004111528396606 (0.20324673862861736) | > loss_disc_real_4: 0.19112488627433777 (0.19845802882420166) | > loss_disc_real_5: 0.20608995854854584 (0.203445897304586) | > loss_0: 2.2863876819610596 (2.212980719549315) | > grad_norm_0: tensor(43.5803, device='cuda:0') (tensor(35.1014, device='cuda:0')) | > loss_gen: 2.7290399074554443 (2.7546240517071316) | > loss_kl: 1.6661450862884521 (1.7644790038466454) | > loss_feat: 7.898707866668701 (8.181006039891928) | > loss_mel: 13.903897285461426 (13.655856192111969) | > loss_duration: 1.7347838878631592 (1.7300250487668174) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.932573318481445 (28.08599034377507) | > grad_norm_1: tensor(859.3912, device='cuda:0') (tensor(810.1457, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8317 (0.850009200828416) | > loader_time: 0.0108 (0.010928070970943992)  --> TIME: 2025-05-08 23:33:59 -- STEP: 162/725 -- GLOBAL_STEP: 87350 | > loss_disc: 2.1771912574768066 (2.197398368959074) | > loss_disc_real_0: 0.09276077151298523 (0.13073060429298586) | > loss_disc_real_1: 0.20122605562210083 (0.19649682065219057) | > loss_disc_real_2: 0.18999946117401123 (0.19142548270799492) | > loss_disc_real_3: 0.21874791383743286 (0.20283311458281528) | > loss_disc_real_4: 0.19588148593902588 (0.19753370645605486) | > loss_disc_real_5: 0.18755368888378143 (0.20255149100665693) | > loss_0: 2.1771912574768066 (2.197398368959074) | > grad_norm_0: tensor(12.0888, device='cuda:0') (tensor(34.9103, device='cuda:0')) | > loss_gen: 2.7693638801574707 (2.788467641229982) | > loss_kl: 1.6604615449905396 (1.7628516871252178) | > loss_feat: 8.663227081298828 (8.361235200622938) | > loss_mel: 13.052038192749023 (13.774039368570593) | > loss_duration: 1.6941070556640625 (1.7309584860448484) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.839197158813477 (28.41755238285771) | > grad_norm_1: tensor(633.2735, device='cuda:0') (tensor(788.5410, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8366 (0.8487172009032451) | > loader_time: 0.0108 (0.010940409001008962)  --> TIME: 2025-05-08 23:34:42 -- STEP: 212/725 -- GLOBAL_STEP: 87400 | > loss_disc: 2.2115485668182373 (2.1913550462362914) | > loss_disc_real_0: 0.1366388499736786 (0.1298116487538757) | > loss_disc_real_1: 0.1737302541732788 (0.19548772795582717) | > loss_disc_real_2: 0.2561117112636566 (0.1910700311638274) | > loss_disc_real_3: 0.19830264151096344 (0.20155342886189245) | > loss_disc_real_4: 0.2197805494070053 (0.19784847457172736) | > loss_disc_real_5: 0.17069536447525024 (0.20175422728061676) | > loss_0: 2.2115485668182373 (2.1913550462362914) | > grad_norm_0: tensor(47.6173, device='cuda:0') (tensor(34.3270, device='cuda:0')) | > loss_gen: 2.9376964569091797 (2.7932289602621547) | > loss_kl: 1.5260484218597412 (1.753541092827635) | > loss_feat: 9.059064865112305 (8.40580887839479) | > loss_mel: 14.375646591186523 (13.806504452003628) | > loss_duration: 1.735673189163208 (1.7305171883331154) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.634130477905273 (28.48960054145669) | > grad_norm_1: tensor(994.1976, device='cuda:0') (tensor(797.3603, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8551 (0.849174589480994) | > loader_time: 0.0099 (0.01096285176727007)  --> TIME: 2025-05-08 23:35:25 -- STEP: 262/725 -- GLOBAL_STEP: 87450 | > loss_disc: 2.1664035320281982 (2.210871483533438) | > loss_disc_real_0: 0.15753045678138733 (0.1449224375159913) | > loss_disc_real_1: 0.17990508675575256 (0.19579573567132003) | > loss_disc_real_2: 0.1667843908071518 (0.19102045876606727) | > loss_disc_real_3: 0.2027679681777954 (0.2020823109809679) | > loss_disc_real_4: 0.16401615738868713 (0.19859719884987095) | > loss_disc_real_5: 0.22494417428970337 (0.20250643385958125) | > loss_0: 2.1664035320281982 (2.210871483533438) | > grad_norm_0: tensor(96.7576, device='cuda:0') (tensor(35.2343, device='cuda:0')) | > loss_gen: 2.78644061088562 (2.7917151769608943) | > loss_kl: 1.897766351699829 (1.7602742441737924) | > loss_feat: 8.517086029052734 (8.372398503864083) | > loss_mel: 14.48758602142334 (13.777441847415375) | > loss_duration: 1.6914393901824951 (1.731016982147712) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.38031768798828 (28.432846709972118) | > grad_norm_1: tensor(1150.2256, device='cuda:0') (tensor(833.9777, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.897 (0.8488532495862656) | > loader_time: 0.0123 (0.010984365266698007)  --> TIME: 2025-05-08 23:36:09 -- STEP: 312/725 -- GLOBAL_STEP: 87500 | > loss_disc: 2.030724048614502 (2.2101443211237615) | > loss_disc_real_0: 0.14743708074092865 (0.144078641759757) | > loss_disc_real_1: 0.20574727654457092 (0.19560963736894812) | > loss_disc_real_2: 0.1650407761335373 (0.19095026080807048) | > loss_disc_real_3: 0.22120723128318787 (0.20203526136584773) | > loss_disc_real_4: 0.1668740212917328 (0.1983976499774518) | > loss_disc_real_5: 0.16737443208694458 (0.2021795979295021) | > loss_0: 2.030724048614502 (2.2101443211237615) | > grad_norm_0: tensor(32.5901, device='cuda:0') (tensor(36.1820, device='cuda:0')) | > loss_gen: 3.1063954830169678 (2.794846306244531) | > loss_kl: 1.8639799356460571 (1.7649491391120813) | > loss_feat: 9.20798110961914 (8.37918167542188) | > loss_mel: 14.210349082946777 (13.772142031253912) | > loss_duration: 1.720597743988037 (1.7302985393848174) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.109304428100586 (28.44141762684553) | > grad_norm_1: tensor(965.4615, device='cuda:0') (tensor(858.4515, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8315 (0.849604502702371) | > loader_time: 0.0099 (0.010972106303924164)  --> TIME: 2025-05-08 23:36:52 -- STEP: 362/725 -- GLOBAL_STEP: 87550 | > loss_disc: 1.9892688989639282 (2.205724740555275) | > loss_disc_real_0: 0.13038969039916992 (0.14210476311572007) | > loss_disc_real_1: 0.18168924748897552 (0.19513573061201459) | > loss_disc_real_2: 0.2022429257631302 (0.19097392145770678) | > loss_disc_real_3: 0.14877380430698395 (0.2018237021334922) | > loss_disc_real_4: 0.18087422847747803 (0.1983667383618777) | > loss_disc_real_5: 0.19911092519760132 (0.20218518726239548) | > loss_0: 1.9892688989639282 (2.205724740555275) | > grad_norm_0: tensor(52.2353, device='cuda:0') (tensor(35.6671, device='cuda:0')) | > loss_gen: 3.071138858795166 (2.7984675583918435) | > loss_kl: 1.7725048065185547 (1.7657817812914347) | > loss_feat: 8.936243057250977 (8.398960226807139) | > loss_mel: 15.35740852355957 (13.783479611517974) | > loss_duration: 1.665870189666748 (1.7287740526278375) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.803165435791016 (28.475463150614534) | > grad_norm_1: tensor(1272.2281, device='cuda:0') (tensor(866.5228, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8383 (0.8500707709328249) | > loader_time: 0.01 (0.011013482815652915)  --> TIME: 2025-05-08 23:37:35 -- STEP: 412/725 -- GLOBAL_STEP: 87600 | > loss_disc: 2.3463618755340576 (2.205075818068773) | > loss_disc_real_0: 0.11368317902088165 (0.14089745336474419) | > loss_disc_real_1: 0.21469399333000183 (0.19526036510479106) | > loss_disc_real_2: 0.206060990691185 (0.19100400559531822) | > loss_disc_real_3: 0.23185671865940094 (0.20194242366598647) | > loss_disc_real_4: 0.2124490588903427 (0.19846709799564008) | > loss_disc_real_5: 0.19782115519046783 (0.20202716280823774) | > loss_0: 2.3463618755340576 (2.205075818068773) | > grad_norm_0: tensor(48.9837, device='cuda:0') (tensor(35.7558, device='cuda:0')) | > loss_gen: 2.5531070232391357 (2.7983843174952887) | > loss_kl: 1.7381813526153564 (1.7649149266840185) | > loss_feat: 7.314589977264404 (8.384103964833377) | > loss_mel: 12.851451873779297 (13.758127531959015) | > loss_duration: 1.7273391485214233 (1.7289893722649916) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.184669494628906 (28.434520045530448) | > grad_norm_1: tensor(869.7791, device='cuda:0') (tensor(869.9708, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8455 (0.8499056002468741) | > loader_time: 0.0115 (0.011040387801753659)  --> TIME: 2025-05-08 23:38:18 -- STEP: 462/725 -- GLOBAL_STEP: 87650 | > loss_disc: 2.3013317584991455 (2.202845072075402) | > loss_disc_real_0: 0.10375430434942245 (0.1393283919967484) | > loss_disc_real_1: 0.17089198529720306 (0.19506516365648868) | > loss_disc_real_2: 0.18956193327903748 (0.1911965801473303) | > loss_disc_real_3: 0.22415801882743835 (0.20209072352874846) | > loss_disc_real_4: 0.2532968819141388 (0.19847847418093584) | > loss_disc_real_5: 0.2003030627965927 (0.202073539135518) | > loss_0: 2.3013317584991455 (2.202845072075402) | > grad_norm_0: tensor(34.2905, device='cuda:0') (tensor(35.3909, device='cuda:0')) | > loss_gen: 2.571408748626709 (2.7989946706986517) | > loss_kl: 1.8501873016357422 (1.7629848821854694) | > loss_feat: 7.944877624511719 (8.399216447557718) | > loss_mel: 13.972766876220703 (13.776485986007756) | > loss_duration: 1.7753655910491943 (1.7293121027740048) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.114606857299805 (28.4669940461328) | > grad_norm_1: tensor(577.9977, device='cuda:0') (tensor(875.1170, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.7836 (0.8490746217372616) | > loader_time: 0.0117 (0.011052963537571228)  --> TIME: 2025-05-08 23:39:01 -- STEP: 512/725 -- GLOBAL_STEP: 87700 | > loss_disc: 2.1874277591705322 (2.202546027721837) | > loss_disc_real_0: 0.15448786318302155 (0.13781629707227683) | > loss_disc_real_1: 0.19638457894325256 (0.19546315382467586) | > loss_disc_real_2: 0.17885147035121918 (0.19129312175209626) | > loss_disc_real_3: 0.18964923918247223 (0.2020838841854129) | > loss_disc_real_4: 0.21752505004405975 (0.1986468655231875) | > loss_disc_real_5: 0.21867679059505463 (0.2018338977068197) | > loss_0: 2.1874277591705322 (2.202546027721837) | > grad_norm_0: tensor(42.8801, device='cuda:0') (tensor(35.4301, device='cuda:0')) | > loss_gen: 2.856389284133911 (2.800611809827386) | > loss_kl: 1.7648394107818604 (1.7635338956024498) | > loss_feat: 7.871273040771484 (8.397778352722522) | > loss_mel: 13.295649528503418 (13.784467285498977) | > loss_duration: 1.6902903318405151 (1.7302390050608665) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.478443145751953 (28.476630300283432) | > grad_norm_1: tensor(946.3131, device='cuda:0') (tensor(873.8167, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8429 (0.8485335819423201) | > loader_time: 0.0106 (0.011049855034798379)  --> TIME: 2025-05-08 23:39:44 -- STEP: 562/725 -- GLOBAL_STEP: 87750 | > loss_disc: 2.201563835144043 (2.199664189297957) | > loss_disc_real_0: 0.13029730319976807 (0.13628831523672744) | > loss_disc_real_1: 0.19391652941703796 (0.19566952344361568) | > loss_disc_real_2: 0.1853109747171402 (0.19125896708184703) | > loss_disc_real_3: 0.18979287147521973 (0.20194071162743923) | > loss_disc_real_4: 0.17842815816402435 (0.1984191729663955) | > loss_disc_real_5: 0.20076996088027954 (0.20128944664663276) | > loss_0: 2.201563835144043 (2.199664189297957) | > grad_norm_0: tensor(29.6950, device='cuda:0') (tensor(35.1577, device='cuda:0')) | > loss_gen: 2.8998565673828125 (2.8037898595647013) | > loss_kl: 1.8725472688674927 (1.7657535377346323) | > loss_feat: 8.629637718200684 (8.400942020144749) | > loss_mel: 12.975234031677246 (13.78409622233109) | > loss_duration: 1.6941637992858887 (1.7302022107555348) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.071439743041992 (28.484783824228305) | > grad_norm_1: tensor(1098.4178, device='cuda:0') (tensor(867.6450, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8938 (0.8478637624041467) | > loader_time: 0.0112 (0.011022748472003319)  --> TIME: 2025-05-08 23:40:27 -- STEP: 612/725 -- GLOBAL_STEP: 87800 | > loss_disc: 2.1334118843078613 (2.2015119905954865) | > loss_disc_real_0: 0.11619199067354202 (0.13597616151559577) | > loss_disc_real_1: 0.17843133211135864 (0.19595362508998196) | > loss_disc_real_2: 0.192977175116539 (0.1915992858022255) | > loss_disc_real_3: 0.15786458551883698 (0.20203492128186745) | > loss_disc_real_4: 0.19554591178894043 (0.19840929866616244) | > loss_disc_real_5: 0.1766732931137085 (0.2014172585328031) | > loss_0: 2.1334118843078613 (2.2015119905954865) | > grad_norm_0: tensor(71.4086, device='cuda:0') (tensor(35.1041, device='cuda:0')) | > loss_gen: 2.8365261554718018 (2.801470081011452) | > loss_kl: 1.8130360841751099 (1.7674025688685624) | > loss_feat: 9.496275901794434 (8.395916385588302) | > loss_mel: 15.185154914855957 (13.770548943600623) | > loss_duration: 1.666107177734375 (1.7300030850117503) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.997100830078125 (28.465341044407264) | > grad_norm_1: tensor(1213.8958, device='cuda:0') (tensor(872.1690, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8219 (0.8476335425782051) | > loader_time: 0.0106 (0.01103001755047468)  --> TIME: 2025-05-08 23:41:10 -- STEP: 662/725 -- GLOBAL_STEP: 87850 | > loss_disc: 2.2218315601348877 (2.2017627529507315) | > loss_disc_real_0: 0.11643177270889282 (0.13548834236997118) | > loss_disc_real_1: 0.2058759480714798 (0.19622045386233722) | > loss_disc_real_2: 0.19460523128509521 (0.19150732552176866) | > loss_disc_real_3: 0.17897577583789825 (0.20235731144325964) | > loss_disc_real_4: 0.2269875854253769 (0.19855829638927006) | > loss_disc_real_5: 0.19358481466770172 (0.20114162780367004) | > loss_0: 2.2218315601348877 (2.2017627529507315) | > grad_norm_0: tensor(20.6140, device='cuda:0') (tensor(34.9731, device='cuda:0')) | > loss_gen: 2.610560417175293 (2.800176660459924) | > loss_kl: 1.729729413986206 (1.7650956331423042) | > loss_feat: 7.278850555419922 (8.388416519337913) | > loss_mel: 12.660235404968262 (13.75538776576339) | > loss_duration: 1.7394323348999023 (1.7305697238697386) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.018810272216797 (28.43964629446992) | > grad_norm_1: tensor(883.0730, device='cuda:0') (tensor(868.7718, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8523 (0.8472892017162822) | > loader_time: 0.0111 (0.011013086108642763)  --> TIME: 2025-05-08 23:41:54 -- STEP: 712/725 -- GLOBAL_STEP: 87900 | > loss_disc: 2.191382646560669 (2.2009225172942948) | > loss_disc_real_0: 0.09069831669330597 (0.13498842334270134) | > loss_disc_real_1: 0.216688334941864 (0.1962615616326587) | > loss_disc_real_2: 0.19774891436100006 (0.19152651635113715) | > loss_disc_real_3: 0.20898911356925964 (0.2023656169433941) | > loss_disc_real_4: 0.2032274603843689 (0.1985100143787901) | > loss_disc_real_5: 0.17693763971328735 (0.20101660192849938) | > loss_0: 2.191382646560669 (2.2009225172942948) | > grad_norm_0: tensor(45.1685, device='cuda:0') (tensor(35.0424, device='cuda:0')) | > loss_gen: 2.808300256729126 (2.8003898902555497) | > loss_kl: 1.7831326723098755 (1.766338384385859) | > loss_feat: 8.604992866516113 (8.391581540697086) | > loss_mel: 13.449494361877441 (13.762636080216826) | > loss_duration: 1.7330434322357178 (1.7301579024014848) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.378963470458984 (28.451103794440794) | > grad_norm_1: tensor(970.8582, device='cuda:0') (tensor(866.4401, device='cuda:0')) | > current_lr_0: 0.0001985799760895741 | > current_lr_1: 0.0001985799760895741 | > step_time: 0.8086 (0.8481087477019666) | > loader_time: 0.0109 (0.011005876104483453)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.073193311691284 (2.073193311691284) | > loss_disc_real_0: 0.13257719576358795 (0.13257719576358795) | > loss_disc_real_1: 0.15445472300052643 (0.15445472300052643) | > loss_disc_real_2: 0.1735246181488037 (0.1735246181488037) | > loss_disc_real_3: 0.2235797941684723 (0.2235797941684723) | > loss_disc_real_4: 0.2602471113204956 (0.2602471113204956) | > loss_disc_real_5: 0.21117696166038513 (0.21117696166038513) | > loss_0: 2.073193311691284 (2.073193311691284) | > loss_gen: 3.126411199569702 (3.126411199569702) | > loss_kl: 2.0102128982543945 (2.0102128982543945) | > loss_feat: 9.395950317382812 (9.395950317382812) | > loss_mel: 15.489553451538086 (15.489553451538086) | > loss_duration: 1.708896517753601 (1.708896517753601) | > loss_1: 31.73102569580078 (31.73102569580078)  --> STEP: 1 | > loss_disc: 2.1063432693481445 (2.1063432693481445) | > loss_disc_real_0: 0.13942554593086243 (0.13942554593086243) | > loss_disc_real_1: 0.1509125828742981 (0.1509125828742981) | > loss_disc_real_2: 0.15200620889663696 (0.15200620889663696) | > loss_disc_real_3: 0.2036726325750351 (0.2036726325750351) | > loss_disc_real_4: 0.2777252793312073 (0.2777252793312073) | > loss_disc_real_5: 0.22601747512817383 (0.22601747512817383) | > loss_0: 2.1063432693481445 (2.1063432693481445) | > loss_gen: 2.951889753341675 (2.951889753341675) | > loss_kl: 2.0352025032043457 (2.0352025032043457) | > loss_feat: 9.07964038848877 (9.07964038848877) | > loss_mel: 14.783061027526855 (14.783061027526855) | > loss_duration: 1.7837615013122559 (1.7837615013122559) | > loss_1: 30.633554458618164 (30.633554458618164)  --> STEP: 2 | > loss_disc: 2.1263976097106934 (2.116370439529419) | > loss_disc_real_0: 0.1505921483039856 (0.145008847117424) | > loss_disc_real_1: 0.16562187671661377 (0.15826722979545593) | > loss_disc_real_2: 0.16775646805763245 (0.1598813384771347) | > loss_disc_real_3: 0.19392770528793335 (0.19880016893148422) | > loss_disc_real_4: 0.26213541626930237 (0.2699303478002548) | > loss_disc_real_5: 0.21659088134765625 (0.22130417823791504) | > loss_0: 2.1263976097106934 (2.116370439529419) | > loss_gen: 2.8750791549682617 (2.9134844541549683) | > loss_kl: 1.9440919160842896 (1.9896472096443176) | > loss_feat: 8.349255561828613 (8.714447975158691) | > loss_mel: 14.83794116973877 (14.810501098632812) | > loss_duration: 1.8277404308319092 (1.8057509660720825) | > loss_1: 29.8341064453125 (30.233830451965332)  --> STEP: 3 | > loss_disc: 2.047954797744751 (2.0935652256011963) | > loss_disc_real_0: 0.12119938433170319 (0.13707235952218375) | > loss_disc_real_1: 0.14955481886863708 (0.15536309281984964) | > loss_disc_real_2: 0.14892414212226868 (0.15622893969217935) | > loss_disc_real_3: 0.1921893060207367 (0.19659654796123505) | > loss_disc_real_4: 0.2456403523683548 (0.26183368265628815) | > loss_disc_real_5: 0.22511188685894012 (0.2225734144449234) | > loss_0: 2.047954797744751 (2.0935652256011963) | > loss_gen: 2.955453395843506 (2.927474101384481) | > loss_kl: 2.095050573348999 (2.024781664212545) | > loss_feat: 9.19138240814209 (8.87342611948649) | > loss_mel: 15.853978157043457 (15.158326784769693) | > loss_duration: 1.7933635711669922 (1.8016218344370525) | > loss_1: 31.88922882080078 (30.785629908243816)  --> STEP: 4 | > loss_disc: 2.248567581176758 (2.1323158144950867) | > loss_disc_real_0: 0.13807065784931183 (0.13732193410396576) | > loss_disc_real_1: 0.17597953975200653 (0.16051720455288887) | > loss_disc_real_2: 0.1642979085445404 (0.15824618190526962) | > loss_disc_real_3: 0.21538639068603516 (0.20129400864243507) | > loss_disc_real_4: 0.24739056825637817 (0.25822290405631065) | > loss_disc_real_5: 0.25147804617881775 (0.229799572378397) | > loss_0: 2.248567581176758 (2.1323158144950867) | > loss_gen: 2.709052562713623 (2.8728687167167664) | > loss_kl: 1.9723820686340332 (2.011681765317917) | > loss_feat: 7.130998134613037 (8.437819123268127) | > loss_mel: 12.510892868041992 (14.496468305587769) | > loss_duration: 1.7385118007659912 (1.785844326019287) | > loss_1: 26.061838150024414 (29.604681968688965) --> EVAL PERFORMANCE | > avg_loader_time: 0.28245264291763306 (-0.012427151203155518) | > avg_loss_disc: 2.1323158144950867 (-0.10576903820037842) | > avg_loss_disc_real_0: 0.13732193410396576 (-0.014560159295797348) | > avg_loss_disc_real_1: 0.16051720455288887 (-0.0375107116997242) | > avg_loss_disc_real_2: 0.15824618190526962 (-0.04242381080985069) | > avg_loss_disc_real_3: 0.20129400864243507 (-0.008470740169286728) | > avg_loss_disc_real_4: 0.25822290405631065 (+0.08085781708359718) | > avg_loss_disc_real_5: 0.229799572378397 (-0.02975180745124817) | > avg_loss_0: 2.1323158144950867 (-0.10576903820037842) | > avg_loss_gen: 2.8728687167167664 (+0.23721528053283691) | > avg_loss_kl: 2.011681765317917 (+0.17825910449028015) | > avg_loss_feat: 8.437819123268127 (+0.49189233779907227) | > avg_loss_mel: 14.496468305587769 (+0.4075150489807129) | > avg_loss_duration: 1.785844326019287 (-0.0020996928215026855) | > avg_loss_1: 29.604681968688965 (+1.3127827644348145)  > EPOCH: 58/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 23:42:11)   --> TIME: 2025-05-08 23:42:45 -- STEP: 37/725 -- GLOBAL_STEP: 87950 | > loss_disc: 2.110110282897949 (2.2161859563879056) | > loss_disc_real_0: 0.14336270093917847 (0.134932540759847) | > loss_disc_real_1: 0.18937185406684875 (0.19634162976935104) | > loss_disc_real_2: 0.1771964728832245 (0.19272522910221204) | > loss_disc_real_3: 0.20318503677845 (0.2047498886649673) | > loss_disc_real_4: 0.17333568632602692 (0.198318357805948) | > loss_disc_real_5: 0.1940871775150299 (0.2038702843962489) | > loss_0: 2.110110282897949 (2.2161859563879056) | > grad_norm_0: tensor(46.1419, device='cuda:0') (tensor(35.4959, device='cuda:0')) | > loss_gen: 2.9174060821533203 (2.7256671029168205) | > loss_kl: 1.626204013824463 (1.8191155420767295) | > loss_feat: 8.496432304382324 (8.088118578936603) | > loss_mel: 13.595372200012207 (13.38415323721396) | > loss_duration: 1.726410150527954 (1.729646930823455) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.361825942993164 (27.746701163214606) | > grad_norm_1: tensor(944.4050, device='cuda:0') (tensor(896.5029, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8482 (0.8493732052880365) | > loader_time: 0.0122 (0.010124689823872334)  --> TIME: 2025-05-08 23:43:28 -- STEP: 87/725 -- GLOBAL_STEP: 88000 | > loss_disc: 2.1701035499572754 (2.2271161983753083) | > loss_disc_real_0: 0.13925760984420776 (0.1392357080489739) | > loss_disc_real_1: 0.18952688574790955 (0.19741090241519885) | > loss_disc_real_2: 0.18334448337554932 (0.1934578423870021) | > loss_disc_real_3: 0.1990422159433365 (0.20348373928974414) | > loss_disc_real_4: 0.17560124397277832 (0.19865696012288675) | > loss_disc_real_5: 0.19866050779819489 (0.2035636388022324) | > loss_0: 2.1701035499572754 (2.2271161983753083) | > grad_norm_0: tensor(43.3306, device='cuda:0') (tensor(35.5994, device='cuda:0')) | > loss_gen: 2.756406784057617 (2.743594512172128) | > loss_kl: 1.761685848236084 (1.7616533506875751) | > loss_feat: 8.380303382873535 (8.115308032638726) | > loss_mel: 14.234970092773438 (13.427560861083283) | > loss_duration: 1.705564260482788 (1.733583439355609) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.838930130004883 (27.78170009043025) | > grad_norm_1: tensor(1229.3630, device='cuda:0') (tensor(821.4947, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8069 (0.8527119269316223) | > loader_time: 0.0098 (0.010382624878280466) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_88000.pth  --> TIME: 2025-05-08 23:44:14 -- STEP: 137/725 -- GLOBAL_STEP: 88050 | > loss_disc: 2.0802218914031982 (2.2139891916818) | > loss_disc_real_0: 0.09696260094642639 (0.1374319172090422) | > loss_disc_real_1: 0.19962479174137115 (0.19624661724932874) | > loss_disc_real_2: 0.16296692192554474 (0.19176973870200834) | > loss_disc_real_3: 0.18609246611595154 (0.20313676180195633) | > loss_disc_real_4: 0.1622549295425415 (0.19890344490970138) | > loss_disc_real_5: 0.1998508870601654 (0.20141995855926598) | > loss_0: 2.0802218914031982 (2.2139891916818) | > grad_norm_0: tensor(29.9610, device='cuda:0') (tensor(35.9759, device='cuda:0')) | > loss_gen: 2.8696129322052 (2.775886923727327) | > loss_kl: 1.9010248184204102 (1.7704041352237228) | > loss_feat: 9.936446189880371 (8.312423726938068) | > loss_mel: 15.530019760131836 (13.63919221223706) | > loss_duration: 1.7183605432510376 (1.7322525255871515) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.95546531677246 (28.230159481076427) | > grad_norm_1: tensor(902.8961, device='cuda:0') (tensor(810.6724, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8174 (0.8530075950344114) | > loader_time: 0.0097 (0.01034693474317119)  --> TIME: 2025-05-08 23:44:57 -- STEP: 187/725 -- GLOBAL_STEP: 88100 | > loss_disc: 2.212797164916992 (2.206668949382192) | > loss_disc_real_0: 0.11592709273099899 (0.13483804291024562) | > loss_disc_real_1: 0.1856369823217392 (0.1964209636743056) | > loss_disc_real_2: 0.19158688187599182 (0.19216604961112224) | > loss_disc_real_3: 0.16874784231185913 (0.2021222028502806) | > loss_disc_real_4: 0.15830856561660767 (0.19803284841744023) | > loss_disc_real_5: 0.22060313820838928 (0.20189938451198336) | > loss_0: 2.212797164916992 (2.206668949382192) | > grad_norm_0: tensor(26.9295, device='cuda:0') (tensor(35.8537, device='cuda:0')) | > loss_gen: 2.836904287338257 (2.7792653425492055) | > loss_kl: 1.7751885652542114 (1.770352768388024) | > loss_feat: 8.432628631591797 (8.344232936593935) | > loss_mel: 14.656232833862305 (13.741519157899255) | > loss_duration: 1.7482552528381348 (1.7310382115012186) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.449209213256836 (28.366408383782534) | > grad_norm_1: tensor(1027.6547, device='cuda:0') (tensor(822.0485, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8499 (0.8504999767650258) | > loader_time: 0.0103 (0.010323622647453753)  --> TIME: 2025-05-08 23:45:40 -- STEP: 237/725 -- GLOBAL_STEP: 88150 | > loss_disc: 2.2303621768951416 (2.2103179728431557) | > loss_disc_real_0: 0.14715202152729034 (0.13659035472615855) | > loss_disc_real_1: 0.2284380942583084 (0.19690951113962424) | > loss_disc_real_2: 0.22325031459331512 (0.1925058786753361) | > loss_disc_real_3: 0.21984834969043732 (0.20213045783435243) | > loss_disc_real_4: 0.18654696643352509 (0.19814899532352323) | > loss_disc_real_5: 0.20612487196922302 (0.20181553160087976) | > loss_0: 2.2303621768951416 (2.2103179728431557) | > grad_norm_0: tensor(76.9545, device='cuda:0') (tensor(36.0332, device='cuda:0')) | > loss_gen: 2.778606414794922 (2.7762777443173556) | > loss_kl: 2.003176212310791 (1.7748229790337477) | > loss_feat: 8.655652046203613 (8.349630852791822) | > loss_mel: 15.61701488494873 (13.755770047505697) | > loss_duration: 1.709730625152588 (1.7297586891721575) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.76418113708496 (28.386260253970633) | > grad_norm_1: tensor(837.7722, device='cuda:0') (tensor(825.4559, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8262 (0.850769135519422) | > loader_time: 0.0119 (0.010362244859526427)  --> TIME: 2025-05-08 23:46:24 -- STEP: 287/725 -- GLOBAL_STEP: 88200 | > loss_disc: 2.1882059574127197 (2.2080062258118955) | > loss_disc_real_0: 0.1608954221010208 (0.1356156865972051) | > loss_disc_real_1: 0.20633040368556976 (0.19682930700662654) | > loss_disc_real_2: 0.19642481207847595 (0.19253449422349497) | > loss_disc_real_3: 0.22165578603744507 (0.20241074689796992) | > loss_disc_real_4: 0.1920412927865982 (0.198019535751293) | > loss_disc_real_5: 0.21867650747299194 (0.20156066503881995) | > loss_0: 2.1882059574127197 (2.2080062258118955) | > grad_norm_0: tensor(44.3522, device='cuda:0') (tensor(36.6752, device='cuda:0')) | > loss_gen: 2.9315128326416016 (2.778512498642924) | > loss_kl: 1.711740493774414 (1.7726496773729759) | > loss_feat: 8.145017623901367 (8.331458440641073) | > loss_mel: 13.317472457885742 (13.72612772419893) | > loss_duration: 1.734012246131897 (1.7300004630969377) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.83975601196289 (28.33874875244778) | > grad_norm_1: tensor(812.0922, device='cuda:0') (tensor(818.1870, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.7861 (0.8516830608819835) | > loader_time: 0.0117 (0.010349308572164397)  --> TIME: 2025-05-08 23:47:07 -- STEP: 337/725 -- GLOBAL_STEP: 88250 | > loss_disc: 2.26031756401062 (2.2107786368191773) | > loss_disc_real_0: 0.10639523714780807 (0.13608635534209013) | > loss_disc_real_1: 0.18008092045783997 (0.19710069244799344) | > loss_disc_real_2: 0.1836559921503067 (0.19237174146783811) | > loss_disc_real_3: 0.21842244267463684 (0.2021658573996065) | > loss_disc_real_4: 0.18242420256137848 (0.197957823600189) | > loss_disc_real_5: 0.23880718648433685 (0.20241544415582888) | > loss_0: 2.26031756401062 (2.2107786368191773) | > grad_norm_0: tensor(30.6382, device='cuda:0') (tensor(35.6558, device='cuda:0')) | > loss_gen: 2.7057111263275146 (2.7707482869971733) | > loss_kl: 1.6646391153335571 (1.7720540054474103) | > loss_feat: 7.408463954925537 (8.325430138528517) | > loss_mel: 13.134427070617676 (13.720236716001606) | > loss_duration: 1.7092673778533936 (1.7286112046736992) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.622509002685547 (28.317080296819213) | > grad_norm_1: tensor(1044.8501, device='cuda:0') (tensor(822.4277, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8496 (0.8507284375255824) | > loader_time: 0.0102 (0.010361181168598665)  --> TIME: 2025-05-08 23:47:50 -- STEP: 387/725 -- GLOBAL_STEP: 88300 | > loss_disc: 2.489926815032959 (2.2135697476931653) | > loss_disc_real_0: 0.24012210965156555 (0.13698563806577846) | > loss_disc_real_1: 0.20362961292266846 (0.19721293595718167) | > loss_disc_real_2: 0.19891908764839172 (0.19264163577433396) | > loss_disc_real_3: 0.21694108843803406 (0.20202606612243695) | > loss_disc_real_4: 0.19944970309734344 (0.19799780310432433) | > loss_disc_real_5: 0.21925856173038483 (0.2025930456027812) | > loss_0: 2.489926815032959 (2.2135697476931653) | > grad_norm_0: tensor(48.3587, device='cuda:0') (tensor(36.8246, device='cuda:0')) | > loss_gen: 2.3790035247802734 (2.7720524685635413) | > loss_kl: 1.6984105110168457 (1.775509819195868) | > loss_feat: 5.97437858581543 (8.323281928858396) | > loss_mel: 11.317280769348145 (13.720733889005597) | > loss_duration: 1.8048909902572632 (1.7283935894953804) | > amp_scaler: 128.0 (134.28423772609807) | > loss_1: 23.173965454101562 (28.319971671092105) | > grad_norm_1: tensor(179.1410, device='cuda:0') (tensor(818.0154, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8754 (0.8501093991351067) | > loader_time: 0.0112 (0.010356939424224002)  --> TIME: 2025-05-08 23:48:33 -- STEP: 437/725 -- GLOBAL_STEP: 88350 | > loss_disc: 2.3394086360931396 (2.2127950884384773) | > loss_disc_real_0: 0.1518130749464035 (0.13675509811777525) | > loss_disc_real_1: 0.1846492737531662 (0.1971702836198174) | > loss_disc_real_2: 0.19924131035804749 (0.1924422306245197) | > loss_disc_real_3: 0.24069909751415253 (0.2021889688630398) | > loss_disc_real_4: 0.21444852650165558 (0.1979861728659484) | > loss_disc_real_5: 0.23427549004554749 (0.20233358207501864) | > loss_0: 2.3394086360931396 (2.2127950884384773) | > grad_norm_0: tensor(21.7197, device='cuda:0') (tensor(35.9318, device='cuda:0')) | > loss_gen: 2.6631360054016113 (2.771146468221458) | > loss_kl: 1.8184998035430908 (1.7763612390382884) | > loss_feat: 7.568339824676514 (8.322304469224239) | > loss_mel: 13.10657787322998 (13.71669152126705) | > loss_duration: 1.687530517578125 (1.727370566306998) | > amp_scaler: 128.0 (133.56521739130417) | > loss_1: 26.844083786010742 (28.31387422941369) | > grad_norm_1: tensor(730.3606, device='cuda:0') (tensor(805.2360, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8899 (0.8496543815534231) | > loader_time: 0.0098 (0.010356711031915954)  --> TIME: 2025-05-08 23:49:16 -- STEP: 487/725 -- GLOBAL_STEP: 88400 | > loss_disc: 2.20591402053833 (2.2111191093554514) | > loss_disc_real_0: 0.10828489065170288 (0.1363500426207845) | > loss_disc_real_1: 0.19718778133392334 (0.1970014517067394) | > loss_disc_real_2: 0.19351699948310852 (0.19211247367535772) | > loss_disc_real_3: 0.2113627791404724 (0.20208594450838016) | > loss_disc_real_4: 0.2047068327665329 (0.1980042489708327) | > loss_disc_real_5: 0.16311471164226532 (0.20255617041607413) | > loss_0: 2.20591402053833 (2.2111191093554514) | > grad_norm_0: tensor(29.7694, device='cuda:0') (tensor(35.9002, device='cuda:0')) | > loss_gen: 2.6197004318237305 (2.7729273586547336) | > loss_kl: 1.800942063331604 (1.777052390746757) | > loss_feat: 7.25396728515625 (8.321336083343622) | > loss_mel: 13.080645561218262 (13.72062320630898) | > loss_duration: 1.73018217086792 (1.728231165198575) | > amp_scaler: 128.0 (132.99383983572878) | > loss_1: 26.48543930053711 (28.32017018124308) | > grad_norm_1: tensor(568.5636, device='cuda:0') (tensor(802.4479, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.7987 (0.8488295778356785) | > loader_time: 0.0112 (0.010359272574986778)  --> TIME: 2025-05-08 23:49:59 -- STEP: 537/725 -- GLOBAL_STEP: 88450 | > loss_disc: 2.0367259979248047 (2.211175450621595) | > loss_disc_real_0: 0.12487315386533737 (0.13633337535754916) | > loss_disc_real_1: 0.1749355047941208 (0.19695243650086544) | > loss_disc_real_2: 0.1841791868209839 (0.19207090724890905) | > loss_disc_real_3: 0.1973559707403183 (0.2021256714393306) | > loss_disc_real_4: 0.18541193008422852 (0.19800275977652393) | > loss_disc_real_5: 0.20811034739017487 (0.20291367256441595) | > loss_0: 2.0367259979248047 (2.211175450621595) | > grad_norm_0: tensor(32.5117, device='cuda:0') (tensor(35.3343, device='cuda:0')) | > loss_gen: 3.0006790161132812 (2.7719797208988455) | > loss_kl: 1.763258934020996 (1.7743259100052675) | > loss_feat: 9.82503604888916 (8.321970301189449) | > loss_mel: 15.36815357208252 (13.737627549766383) | > loss_duration: 1.7426197528839111 (1.7281328473011208) | > amp_scaler: 128.0 (132.5288640595901) | > loss_1: 31.69974708557129 (28.334036331602974) | > grad_norm_1: tensor(1020.8351, device='cuda:0') (tensor(796.0141, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8482 (0.8487505730747955) | > loader_time: 0.01 (0.010373501804287885)  --> TIME: 2025-05-08 23:50:42 -- STEP: 587/725 -- GLOBAL_STEP: 88500 | > loss_disc: 2.234407424926758 (2.2102428867626043) | > loss_disc_real_0: 0.1405016928911209 (0.1361293690231528) | > loss_disc_real_1: 0.21256868541240692 (0.19698430595243607) | > loss_disc_real_2: 0.20783205330371857 (0.19211432187987754) | > loss_disc_real_3: 0.1953265517950058 (0.20202677383435025) | > loss_disc_real_4: 0.215052530169487 (0.1976931652330256) | > loss_disc_real_5: 0.20198401808738708 (0.20252286564095465) | > loss_0: 2.234407424926758 (2.2102428867626043) | > grad_norm_0: tensor(35.1155, device='cuda:0') (tensor(35.6186, device='cuda:0')) | > loss_gen: 2.750447988510132 (2.777549078354842) | > loss_kl: 1.8078523874282837 (1.7749626963467566) | > loss_feat: 7.814814567565918 (8.331652044234517) | > loss_mel: 11.956997871398926 (13.73715920911331) | > loss_duration: 1.6932460069656372 (1.7272293074167562) | > amp_scaler: 128.0 (132.14310051107302) | > loss_1: 26.023361206054688 (28.348552336684687) | > grad_norm_1: tensor(650.3262, device='cuda:0') (tensor(789.6313, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8508 (0.8483501597604314) | > loader_time: 0.0097 (0.010381168157522285)  --> TIME: 2025-05-08 23:51:25 -- STEP: 637/725 -- GLOBAL_STEP: 88550 | > loss_disc: 2.1340177059173584 (2.210224099773066) | > loss_disc_real_0: 0.11623043566942215 (0.13577724797314913) | > loss_disc_real_1: 0.1669992357492447 (0.19693151436851378) | > loss_disc_real_2: 0.1686236411333084 (0.19217289277766147) | > loss_disc_real_3: 0.19474150240421295 (0.20223398052822647) | > loss_disc_real_4: 0.20169281959533691 (0.1976765388128709) | > loss_disc_real_5: 0.19653066992759705 (0.2024827331327943) | > loss_0: 2.1340177059173584 (2.210224099773066) | > grad_norm_0: tensor(47.2710, device='cuda:0') (tensor(35.1344, device='cuda:0')) | > loss_gen: 2.7946572303771973 (2.7755238968685974) | > loss_kl: 1.90963613986969 (1.7747187610698076) | > loss_feat: 8.333040237426758 (8.326370067087396) | > loss_mel: 13.363633155822754 (13.732412642175024) | > loss_duration: 1.6840600967407227 (1.726646739422245) | > amp_scaler: 128.0 (131.81789638932466) | > loss_1: 28.085025787353516 (28.335672121033003) | > grad_norm_1: tensor(1081.3851, device='cuda:0') (tensor(790.5592, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8453 (0.8480153768740044) | > loader_time: 0.0101 (0.010382598011609715)  --> TIME: 2025-05-08 23:52:08 -- STEP: 687/725 -- GLOBAL_STEP: 88600 | > loss_disc: 2.0983755588531494 (2.20842167644001) | > loss_disc_real_0: 0.13742345571517944 (0.13583242093393214) | > loss_disc_real_1: 0.17911651730537415 (0.1966387594370862) | > loss_disc_real_2: 0.19746540486812592 (0.1919969547610443) | > loss_disc_real_3: 0.20714004337787628 (0.20214202499025236) | > loss_disc_real_4: 0.20109158754348755 (0.19767177334865985) | > loss_disc_real_5: 0.18377183377742767 (0.20212998746567593) | > loss_0: 2.0983755588531494 (2.20842167644001) | > grad_norm_0: tensor(42.1503, device='cuda:0') (tensor(35.5129, device='cuda:0')) | > loss_gen: 2.944632053375244 (2.778193459587153) | > loss_kl: 1.7340091466903687 (1.7745535899457967) | > loss_feat: 9.434072494506836 (8.33568978205517) | > loss_mel: 14.654454231262207 (13.739430283181358) | > loss_duration: 1.7383158206939697 (1.7261232307731145) | > amp_scaler: 128.0 (131.5400291120812) | > loss_1: 30.505483627319336 (28.35399035491277) | > grad_norm_1: tensor(925.8374, device='cuda:0') (tensor(791.1118, device='cuda:0')) | > current_lr_0: 0.0001985551535925629 | > current_lr_1: 0.0001985551535925629 | > step_time: 0.8665 (0.8475227467010809) | > loader_time: 0.0123 (0.01038585063151397)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3137903213500977 (2.3137903213500977) | > loss_disc_real_0: 0.11708379536867142 (0.11708379536867142) | > loss_disc_real_1: 0.1878126561641693 (0.1878126561641693) | > loss_disc_real_2: 0.20647254586219788 (0.20647254586219788) | > loss_disc_real_3: 0.19641251862049103 (0.19641251862049103) | > loss_disc_real_4: 0.2551717162132263 (0.2551717162132263) | > loss_disc_real_5: 0.23747745156288147 (0.23747745156288147) | > loss_0: 2.3137903213500977 (2.3137903213500977) | > loss_gen: 2.512619972229004 (2.512619972229004) | > loss_kl: 2.0126123428344727 (2.0126123428344727) | > loss_feat: 8.20617389678955 (8.20617389678955) | > loss_mel: 14.518494606018066 (14.518494606018066) | > loss_duration: 1.6666696071624756 (1.6666696071624756) | > loss_1: 28.91657066345215 (28.91657066345215)  --> STEP: 1 | > loss_disc: 2.2627694606781006 (2.2627694606781006) | > loss_disc_real_0: 0.11837007850408554 (0.11837007850408554) | > loss_disc_real_1: 0.1930743008852005 (0.1930743008852005) | > loss_disc_real_2: 0.17488455772399902 (0.17488455772399902) | > loss_disc_real_3: 0.1923653781414032 (0.1923653781414032) | > loss_disc_real_4: 0.2320992797613144 (0.2320992797613144) | > loss_disc_real_5: 0.25212743878364563 (0.25212743878364563) | > loss_0: 2.2627694606781006 (2.2627694606781006) | > loss_gen: 2.610037088394165 (2.610037088394165) | > loss_kl: 2.1430132389068604 (2.1430132389068604) | > loss_feat: 9.18380069732666 (9.18380069732666) | > loss_mel: 15.295032501220703 (15.295032501220703) | > loss_duration: 1.7959251403808594 (1.7959251403808594) | > loss_1: 31.027807235717773 (31.027807235717773)  --> STEP: 2 | > loss_disc: 2.1847264766693115 (2.223747968673706) | > loss_disc_real_0: 0.11234515905380249 (0.11535761877894402) | > loss_disc_real_1: 0.16331996023654938 (0.17819713056087494) | > loss_disc_real_2: 0.19578665494918823 (0.18533560633659363) | > loss_disc_real_3: 0.19847899675369263 (0.1954221874475479) | > loss_disc_real_4: 0.21549396216869354 (0.22379662096500397) | > loss_disc_real_5: 0.2211168110370636 (0.23662212491035461) | > loss_0: 2.1847264766693115 (2.223747968673706) | > loss_gen: 2.5611696243286133 (2.585603356361389) | > loss_kl: 1.986913800239563 (2.0649635195732117) | > loss_feat: 7.974007606506348 (8.578904151916504) | > loss_mel: 15.016594886779785 (15.155813694000244) | > loss_duration: 1.8124942779541016 (1.8042097091674805) | > loss_1: 29.351179122924805 (30.18949317932129)  --> STEP: 3 | > loss_disc: 2.267270088195801 (2.238255341847738) | > loss_disc_real_0: 0.12290001660585403 (0.11787175138791402) | > loss_disc_real_1: 0.19694283604621887 (0.1844456990559896) | > loss_disc_real_2: 0.20071066915988922 (0.19046062727769217) | > loss_disc_real_3: 0.18487803637981415 (0.19190747042497) | > loss_disc_real_4: 0.23064464330673218 (0.22607929507891336) | > loss_disc_real_5: 0.23756861686706543 (0.2369376222292582) | > loss_0: 2.267270088195801 (2.238255341847738) | > loss_gen: 2.5114426612854004 (2.560883124669393) | > loss_kl: 1.9948166608810425 (2.0415812333424888) | > loss_feat: 8.288549423217773 (8.48211924235026) | > loss_mel: 14.052645683288574 (14.788091023763021) | > loss_duration: 1.7962052822113037 (1.8015415668487549) | > loss_1: 28.643659591674805 (29.67421531677246)  --> STEP: 4 | > loss_disc: 2.177140712738037 (2.2229766845703125) | > loss_disc_real_0: 0.08191469311714172 (0.10888248682022095) | > loss_disc_real_1: 0.16840919852256775 (0.18043657392263412) | > loss_disc_real_2: 0.17411252856254578 (0.18637360259890556) | > loss_disc_real_3: 0.2088039219379425 (0.19613158330321312) | > loss_disc_real_4: 0.24107182025909424 (0.2298274263739586) | > loss_disc_real_5: 0.277724951505661 (0.24713445454835892) | > loss_0: 2.177140712738037 (2.2229766845703125) | > loss_gen: 2.7141027450561523 (2.5991880297660828) | > loss_kl: 2.171006202697754 (2.073937475681305) | > loss_feat: 10.04261589050293 (8.872243404388428) | > loss_mel: 16.440622329711914 (15.201223850250244) | > loss_duration: 1.7234437465667725 (1.7820171117782593) | > loss_1: 33.09178924560547 (30.528608798980713) --> EVAL PERFORMANCE | > avg_loader_time: 0.285674512386322 (+0.003221869468688965) | > avg_loss_disc: 2.2229766845703125 (+0.09066087007522583) | > avg_loss_disc_real_0: 0.10888248682022095 (-0.028439447283744812) | > avg_loss_disc_real_1: 0.18043657392263412 (+0.019919369369745255) | > avg_loss_disc_real_2: 0.18637360259890556 (+0.02812742069363594) | > avg_loss_disc_real_3: 0.19613158330321312 (-0.005162425339221954) | > avg_loss_disc_real_4: 0.2298274263739586 (-0.028395477682352066) | > avg_loss_disc_real_5: 0.24713445454835892 (+0.01733488216996193) | > avg_loss_0: 2.2229766845703125 (+0.09066087007522583) | > avg_loss_gen: 2.5991880297660828 (-0.2736806869506836) | > avg_loss_kl: 2.073937475681305 (+0.06225571036338806) | > avg_loss_feat: 8.872243404388428 (+0.4344242811203003) | > avg_loss_mel: 15.201223850250244 (+0.7047555446624756) | > avg_loss_duration: 1.7820171117782593 (-0.003827214241027832) | > avg_loss_1: 30.528608798980713 (+0.923926830291748)  > EPOCH: 59/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-08 23:52:47)   --> TIME: 2025-05-08 23:53:00 -- STEP: 12/725 -- GLOBAL_STEP: 88650 | > loss_disc: 2.06935453414917 (2.193479080994924) | > loss_disc_real_0: 0.09505677223205566 (0.12722647873063883) | > loss_disc_real_1: 0.17701618373394012 (0.1943633370101452) | > loss_disc_real_2: 0.2395128458738327 (0.19624665876229605) | > loss_disc_real_3: 0.19810768961906433 (0.19991033400098482) | > loss_disc_real_4: 0.19847293198108673 (0.19426259274284044) | > loss_disc_real_5: 0.18520767986774445 (0.20987825592358908) | > loss_0: 2.06935453414917 (2.193479080994924) | > grad_norm_0: tensor(49.3052, device='cuda:0') (tensor(36.4495, device='cuda:0')) | > loss_gen: 2.9835987091064453 (2.8502906958262124) | > loss_kl: 2.01263689994812 (1.8488227029641469) | > loss_feat: 10.24826431274414 (8.79765816529592) | > loss_mel: 15.188209533691406 (14.427864074707031) | > loss_duration: 1.743883728981018 (1.7244035998980205) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.17659378051758 (29.64903910954793) | > grad_norm_1: tensor(803.9790, device='cuda:0') (tensor(782.1469, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8347 (0.8367326259613037) | > loader_time: 0.0103 (0.011014978090922037)  --> TIME: 2025-05-08 23:53:43 -- STEP: 62/725 -- GLOBAL_STEP: 88700 | > loss_disc: 2.11861252784729 (2.1766525833837442) | > loss_disc_real_0: 0.11212397366762161 (0.11835768590531041) | > loss_disc_real_1: 0.16443786025047302 (0.19758127557654534) | > loss_disc_real_2: 0.16520734131336212 (0.1943650596564816) | > loss_disc_real_3: 0.20625069737434387 (0.2025361272596544) | > loss_disc_real_4: 0.24297815561294556 (0.19548511144614988) | > loss_disc_real_5: 0.1829550415277481 (0.20120857824240962) | > loss_0: 2.11861252784729 (2.1766525833837442) | > grad_norm_0: tensor(33.3379, device='cuda:0') (tensor(30.5735, device='cuda:0')) | > loss_gen: 2.9160828590393066 (2.840895968098794) | > loss_kl: 1.7312309741973877 (1.7969132085000314) | > loss_feat: 9.043185234069824 (8.535642039391298) | > loss_mel: 14.520050048828125 (13.837446735751245) | > loss_duration: 1.7647050619125366 (1.7181653688030858) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.97525405883789 (28.72906340322187) | > grad_norm_1: tensor(918.8712, device='cuda:0') (tensor(719.5743, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8816 (0.8510901697220341) | > loader_time: 0.0119 (0.010641198004445723)  --> TIME: 2025-05-08 23:54:26 -- STEP: 112/725 -- GLOBAL_STEP: 88750 | > loss_disc: 1.8565807342529297 (2.1810490936040883) | > loss_disc_real_0: 0.04203331470489502 (0.12358778395823068) | > loss_disc_real_1: 0.1719730645418167 (0.19662273236151254) | > loss_disc_real_2: 0.17831993103027344 (0.19217920423086202) | > loss_disc_real_3: 0.178651362657547 (0.20202284146632468) | > loss_disc_real_4: 0.19118884205818176 (0.19709314778447154) | > loss_disc_real_5: 0.13860644400119781 (0.19966650235333613) | > loss_0: 1.8565807342529297 (2.1810490936040883) | > grad_norm_0: tensor(12.9599, device='cuda:0') (tensor(32.8179, device='cuda:0')) | > loss_gen: 3.134753704071045 (2.825641223362514) | > loss_kl: 1.589280605316162 (1.7857374846935272) | > loss_feat: 10.364483833312988 (8.465012656790867) | > loss_mel: 16.210054397583008 (13.750271396977562) | > loss_duration: 1.7255524396896362 (1.7234241579260146) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.02412414550781 (28.550086941037858) | > grad_norm_1: tensor(758.9718, device='cuda:0') (tensor(756.7403, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8366 (0.8510420535291944) | > loader_time: 0.012 (0.010818853974342344)  --> TIME: 2025-05-08 23:55:09 -- STEP: 162/725 -- GLOBAL_STEP: 88800 | > loss_disc: 2.1269938945770264 (2.1738351274419716) | > loss_disc_real_0: 0.1589653640985489 (0.12217178729213314) | > loss_disc_real_1: 0.1833488792181015 (0.19536034818048828) | > loss_disc_real_2: 0.1809014230966568 (0.19112086461650007) | > loss_disc_real_3: 0.1803988367319107 (0.20141433602497902) | > loss_disc_real_4: 0.2131531685590744 (0.19738922433720701) | > loss_disc_real_5: 0.20026405155658722 (0.19922872402785738) | > loss_0: 2.1269938945770264 (2.1738351274419716) | > grad_norm_0: tensor(73.3399, device='cuda:0') (tensor(33.0727, device='cuda:0')) | > loss_gen: 3.0500361919403076 (2.8353160796342074) | > loss_kl: 1.8279361724853516 (1.777475028862188) | > loss_feat: 9.164627075195312 (8.543485317701172) | > loss_mel: 14.15162181854248 (13.82776375758795) | > loss_duration: 1.699034333229065 (1.7244440464325894) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.893253326416016 (28.708484202255438) | > grad_norm_1: tensor(1041.2493, device='cuda:0') (tensor(775.4705, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8146 (0.849260487674195) | > loader_time: 0.0117 (0.010899932296187787)  --> TIME: 2025-05-08 23:55:53 -- STEP: 212/725 -- GLOBAL_STEP: 88850 | > loss_disc: 2.274148464202881 (2.1767341995014347) | > loss_disc_real_0: 0.18132241070270538 (0.12367471356718045) | > loss_disc_real_1: 0.2229032814502716 (0.19536368738649026) | > loss_disc_real_2: 0.22855547070503235 (0.19212877251348412) | > loss_disc_real_3: 0.2254750281572342 (0.2012564943365331) | > loss_disc_real_4: 0.20014603435993195 (0.19702579833145417) | > loss_disc_real_5: 0.21552598476409912 (0.1990899069691604) | > loss_0: 2.274148464202881 (2.1767341995014347) | > grad_norm_0: tensor(41.4595, device='cuda:0') (tensor(34.3432, device='cuda:0')) | > loss_gen: 2.783630847930908 (2.834702275833994) | > loss_kl: 1.8914543390274048 (1.7771626126091435) | > loss_feat: 7.44406795501709 (8.550637247427453) | > loss_mel: 12.233640670776367 (13.902228985192641) | > loss_duration: 1.7189269065856934 (1.723879040974491) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.07172203063965 (28.788610161475415) | > grad_norm_1: tensor(822.2261, device='cuda:0') (tensor(781.0809, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8576 (0.8489643560265595) | > loader_time: 0.0119 (0.01091499935905888)  --> TIME: 2025-05-08 23:56:36 -- STEP: 262/725 -- GLOBAL_STEP: 88900 | > loss_disc: 2.209197998046875 (2.1797006162068318) | > loss_disc_real_0: 0.0934569463133812 (0.12425358415730582) | > loss_disc_real_1: 0.21936023235321045 (0.19528364913381693) | > loss_disc_real_2: 0.18808063864707947 (0.19200062052211694) | > loss_disc_real_3: 0.1827027052640915 (0.2013106949001778) | > loss_disc_real_4: 0.19500958919525146 (0.19734252750418574) | > loss_disc_real_5: 0.20079277455806732 (0.1994936028282151) | > loss_0: 2.209197998046875 (2.1797006162068318) | > grad_norm_0: tensor(33.2872, device='cuda:0') (tensor(34.3353, device='cuda:0')) | > loss_gen: 2.7864344120025635 (2.832234405379259) | > loss_kl: 1.9280468225479126 (1.7778032458465518) | > loss_feat: 8.440347671508789 (8.528507953381723) | > loss_mel: 13.840326309204102 (13.886661059983814) | > loss_duration: 1.7087517976760864 (1.7246731719897903) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.703907012939453 (28.74987984431609) | > grad_norm_1: tensor(1039.1864, device='cuda:0') (tensor(770.1504, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8713 (0.8486030010776665) | > loader_time: 0.0103 (0.010935536777700173)  --> TIME: 2025-05-08 23:57:19 -- STEP: 312/725 -- GLOBAL_STEP: 88950 | > loss_disc: 2.0954930782318115 (2.179913544119932) | > loss_disc_real_0: 0.10971198976039886 (0.12500823734519192) | > loss_disc_real_1: 0.1595257818698883 (0.19520020059859133) | > loss_disc_real_2: 0.1626223772764206 (0.19162150658667104) | > loss_disc_real_3: 0.16345033049583435 (0.20146209932863712) | > loss_disc_real_4: 0.1539027839899063 (0.19673544631745576) | > loss_disc_real_5: 0.18572132289409637 (0.20007907809355316) | > loss_0: 2.0954930782318115 (2.179913544119932) | > grad_norm_0: tensor(41.9972, device='cuda:0') (tensor(34.3166, device='cuda:0')) | > loss_gen: 2.878690004348755 (2.825968246429394) | > loss_kl: 1.7875858545303345 (1.7738148589164784) | > loss_feat: 9.506806373596191 (8.511459712798784) | > loss_mel: 14.982710838317871 (13.85957425068586) | > loss_duration: 1.7246919870376587 (1.7243600652003899) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.88048553466797 (28.69517713938004) | > grad_norm_1: tensor(1127.0133, device='cuda:0') (tensor(790.3533, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8416 (0.848586917687685) | > loader_time: 0.0111 (0.010958705192957162)  --> TIME: 2025-05-08 23:58:02 -- STEP: 362/725 -- GLOBAL_STEP: 89000 | > loss_disc: 2.2415897846221924 (2.185500058350643) | > loss_disc_real_0: 0.13823115825653076 (0.12794768000381768) | > loss_disc_real_1: 0.19375528395175934 (0.19523796369193006) | > loss_disc_real_2: 0.19827359914779663 (0.1915422442538964) | > loss_disc_real_3: 0.209400475025177 (0.20163945964851432) | > loss_disc_real_4: 0.1964389681816101 (0.19682765431002366) | > loss_disc_real_5: 0.2111353725194931 (0.2005153927355181) | > loss_0: 2.2415897846221924 (2.185500058350643) | > grad_norm_0: tensor(30.0371, device='cuda:0') (tensor(34.3613, device='cuda:0')) | > loss_gen: 2.6731438636779785 (2.816479900265264) | > loss_kl: 1.7529633045196533 (1.7694035524821412) | > loss_feat: 8.070976257324219 (8.479922129962992) | > loss_mel: 13.828070640563965 (13.843105516381025) | > loss_duration: 1.6544822454452515 (1.723234610992242) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.97963523864746 (28.632145691971754) | > grad_norm_1: tensor(873.5087, device='cuda:0') (tensor(785.2567, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8314 (0.8482393744242126) | > loader_time: 0.0123 (0.01096946495014) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_89000.pth  --> TIME: 2025-05-08 23:58:48 -- STEP: 412/725 -- GLOBAL_STEP: 89050 | > loss_disc: 2.141711711883545 (2.1849286709595668) | > loss_disc_real_0: 0.10505964607000351 (0.12832710353965046) | > loss_disc_real_1: 0.17374740540981293 (0.19509312510490415) | > loss_disc_real_2: 0.19720564782619476 (0.19149535214438038) | > loss_disc_real_3: 0.17285531759262085 (0.2014993652701378) | > loss_disc_real_4: 0.17387834191322327 (0.19675019405131208) | > loss_disc_real_5: 0.17429706454277039 (0.20023642440588726) | > loss_0: 2.141711711883545 (2.1849286709595668) | > grad_norm_0: tensor(33.0259, device='cuda:0') (tensor(34.5513, device='cuda:0')) | > loss_gen: 2.664700984954834 (2.8135083132577146) | > loss_kl: 1.8038249015808105 (1.7723206197752537) | > loss_feat: 9.129646301269531 (8.471811048035491) | > loss_mel: 14.433976173400879 (13.830408443524997) | > loss_duration: 1.722541332244873 (1.7234376830962097) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.754690170288086 (28.61148610624295) | > grad_norm_1: tensor(958.9274, device='cuda:0') (tensor(786.9753, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8678 (0.849160355271645) | > loader_time: 0.0117 (0.011038304532615876)  --> TIME: 2025-05-08 23:59:31 -- STEP: 462/725 -- GLOBAL_STEP: 89100 | > loss_disc: 2.0273220539093018 (2.1865545722829327) | > loss_disc_real_0: 0.0960867777466774 (0.12851997668899243) | > loss_disc_real_1: 0.19237706065177917 (0.19519174218306806) | > loss_disc_real_2: 0.19406872987747192 (0.19157641335870296) | > loss_disc_real_3: 0.1853455752134323 (0.20172739857848074) | > loss_disc_real_4: 0.19239267706871033 (0.19688798219481593) | > loss_disc_real_5: 0.15822026133537292 (0.20062553972908942) | > loss_0: 2.0273220539093018 (2.1865545722829327) | > grad_norm_0: tensor(25.9177, device='cuda:0') (tensor(34.4827, device='cuda:0')) | > loss_gen: 2.9353365898132324 (2.8092971730541847) | > loss_kl: 1.8024418354034424 (1.7733787971657593) | > loss_feat: 9.66524600982666 (8.453531584182345) | > loss_mel: 14.256733894348145 (13.813508244303913) | > loss_duration: 1.776695966720581 (1.7237175393414188) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.43645477294922 (28.573433335209305) | > grad_norm_1: tensor(853.8825, device='cuda:0') (tensor(789.1639, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.7908 (0.8489793007507985) | > loader_time: 0.0123 (0.011047358636732217)  --> TIME: 2025-05-09 00:00:15 -- STEP: 512/725 -- GLOBAL_STEP: 89150 | > loss_disc: 2.0885519981384277 (2.18598413350992) | > loss_disc_real_0: 0.0998673066496849 (0.1282344561841455) | > loss_disc_real_1: 0.22710014879703522 (0.19516880559967828) | > loss_disc_real_2: 0.19809503853321075 (0.19146845329669318) | > loss_disc_real_3: 0.17575252056121826 (0.20172607616405003) | > loss_disc_real_4: 0.15096154808998108 (0.19696361446403904) | > loss_disc_real_5: 0.2013395130634308 (0.20081931690219787) | > loss_0: 2.0885519981384277 (2.18598413350992) | > grad_norm_0: tensor(20.5287, device='cuda:0') (tensor(34.7295, device='cuda:0')) | > loss_gen: 2.8265743255615234 (2.8103666966781) | > loss_kl: 1.7168458700180054 (1.7722320042084903) | > loss_feat: 9.374467849731445 (8.453970931470394) | > loss_mel: 14.895654678344727 (13.804507814347742) | > loss_duration: 1.6873571872711182 (1.7245009043253958) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.500900268554688 (28.56557836011052) | > grad_norm_1: tensor(1152.4409, device='cuda:0') (tensor(784.4055, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8566 (0.8497012029401958) | > loader_time: 0.0103 (0.011024555657058947)  --> TIME: 2025-05-09 00:00:57 -- STEP: 562/725 -- GLOBAL_STEP: 89200 | > loss_disc: 2.236232042312622 (2.1880195893851053) | > loss_disc_real_0: 0.13318438827991486 (0.12853539882897266) | > loss_disc_real_1: 0.2038937509059906 (0.19511715338641636) | > loss_disc_real_2: 0.21594397723674774 (0.19135460915090352) | > loss_disc_real_3: 0.21390078961849213 (0.20188261470442562) | > loss_disc_real_4: 0.1803920865058899 (0.19707755391814114) | > loss_disc_real_5: 0.208138570189476 (0.20117756761477934) | > loss_0: 2.236232042312622 (2.1880195893851053) | > grad_norm_0: tensor(21.7147, device='cuda:0') (tensor(34.5865, device='cuda:0')) | > loss_gen: 2.6053080558776855 (2.8059976499700015) | > loss_kl: 1.7340584993362427 (1.772345931716661) | > loss_feat: 7.7772603034973145 (8.439825751179052) | > loss_mel: 12.540656089782715 (13.793264540064802) | > loss_duration: 1.6784768104553223 (1.724598053087119) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.33576011657715 (28.536031933441706) | > grad_norm_1: tensor(592.2124, device='cuda:0') (tensor(786.0360, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8675 (0.8488325788457197) | > loader_time: 0.0122 (0.011025934032698116)  --> TIME: 2025-05-09 00:01:40 -- STEP: 612/725 -- GLOBAL_STEP: 89250 | > loss_disc: 2.1845970153808594 (2.188211176909652) | > loss_disc_real_0: 0.2015174776315689 (0.1286883919006761) | > loss_disc_real_1: 0.20340384542942047 (0.19513010528255134) | > loss_disc_real_2: 0.18414758145809174 (0.19127138679713207) | > loss_disc_real_3: 0.1752435266971588 (0.2017242654281504) | > loss_disc_real_4: 0.1887543499469757 (0.19712209297356276) | > loss_disc_real_5: 0.24731388688087463 (0.20123459917365333) | > loss_0: 2.1845970153808594 (2.188211176909652) | > grad_norm_0: tensor(79.7571, device='cuda:0') (tensor(34.7484, device='cuda:0')) | > loss_gen: 3.10017728805542 (2.8061306612943486) | > loss_kl: 1.816124677658081 (1.772966004275029) | > loss_feat: 8.534490585327148 (8.433132387454217) | > loss_mel: 14.325204849243164 (13.780924867181223) | > loss_duration: 1.6586850881576538 (1.7242715012014294) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.434682846069336 (28.51742544049531) | > grad_norm_1: tensor(646.4749, device='cuda:0') (tensor(784.1841, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8145 (0.848607442347832) | > loader_time: 0.011 (0.01104421981799056)  --> TIME: 2025-05-09 00:02:23 -- STEP: 662/725 -- GLOBAL_STEP: 89300 | > loss_disc: 2.1883106231689453 (2.1888193308046575) | > loss_disc_real_0: 0.11084910482168198 (0.12881697746404525) | > loss_disc_real_1: 0.1904134452342987 (0.19506592022148136) | > loss_disc_real_2: 0.20069673657417297 (0.19127117117636153) | > loss_disc_real_3: 0.18499699234962463 (0.201903023050811) | > loss_disc_real_4: 0.2249172180891037 (0.19727784631565637) | > loss_disc_real_5: 0.18094325065612793 (0.20130598229944166) | > loss_0: 2.1883106231689453 (2.1888193308046575) | > grad_norm_0: tensor(35.1049, device='cuda:0') (tensor(34.9826, device='cuda:0')) | > loss_gen: 2.7683937549591064 (2.8076191661581142) | > loss_kl: 1.734278917312622 (1.770872802712766) | > loss_feat: 8.728734970092773 (8.437482731580012) | > loss_mel: 13.987458229064941 (13.791429160945011) | > loss_duration: 1.7328221797943115 (1.7247107353095195) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.951688766479492 (28.53211459940654) | > grad_norm_1: tensor(972.2631, device='cuda:0') (tensor(782.8251, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8878 (0.8481306161765245) | > loader_time: 0.0129 (0.01105350814196997)  --> TIME: 2025-05-09 00:03:07 -- STEP: 712/725 -- GLOBAL_STEP: 89350 | > loss_disc: 2.22002911567688 (2.188638842005409) | > loss_disc_real_0: 0.13437244296073914 (0.12894855792832993) | > loss_disc_real_1: 0.20524078607559204 (0.19512240270550324) | > loss_disc_real_2: 0.17430584132671356 (0.19132428461413706) | > loss_disc_real_3: 0.23678511381149292 (0.20178894141919157) | > loss_disc_real_4: 0.19929982721805573 (0.19718742969163364) | > loss_disc_real_5: 0.1998153179883957 (0.20114266083397891) | > loss_0: 2.22002911567688 (2.188638842005409) | > grad_norm_0: tensor(10.7153, device='cuda:0') (tensor(34.9986, device='cuda:0')) | > loss_gen: 2.772465705871582 (2.8079319602987685) | > loss_kl: 1.6413213014602661 (1.7707258362448617) | > loss_feat: 8.149553298950195 (8.43555651420958) | > loss_mel: 13.51043701171875 (13.790245960267747) | > loss_duration: 1.730994701385498 (1.723489272627937) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.804771423339844 (28.527949555536335) | > grad_norm_1: tensor(955.6557, device='cuda:0') (tensor(784.7452, device='cuda:0')) | > current_lr_0: 0.00019853033419836382 | > current_lr_1: 0.00019853033419836382 | > step_time: 0.8197 (0.848167113038931) | > loader_time: 0.0099 (0.011057120025827628)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.061368227005005 (2.061368227005005) | > loss_disc_real_0: 0.1085476502776146 (0.1085476502776146) | > loss_disc_real_1: 0.23400944471359253 (0.23400944471359253) | > loss_disc_real_2: 0.17364364862442017 (0.17364364862442017) | > loss_disc_real_3: 0.1774052083492279 (0.1774052083492279) | > loss_disc_real_4: 0.1764642745256424 (0.1764642745256424) | > loss_disc_real_5: 0.23964664340019226 (0.23964664340019226) | > loss_0: 2.061368227005005 (2.061368227005005) | > loss_gen: 2.9117770195007324 (2.9117770195007324) | > loss_kl: 1.939797282218933 (1.939797282218933) | > loss_feat: 10.293461799621582 (10.293461799621582) | > loss_mel: 16.544414520263672 (16.544414520263672) | > loss_duration: 1.6706470251083374 (1.6706470251083374) | > loss_1: 33.36009979248047 (33.36009979248047)  --> STEP: 1 | > loss_disc: 2.1871180534362793 (2.1871180534362793) | > loss_disc_real_0: 0.09116733819246292 (0.09116733819246292) | > loss_disc_real_1: 0.2280026078224182 (0.2280026078224182) | > loss_disc_real_2: 0.17224082350730896 (0.17224082350730896) | > loss_disc_real_3: 0.14520055055618286 (0.14520055055618286) | > loss_disc_real_4: 0.17488494515419006 (0.17488494515419006) | > loss_disc_real_5: 0.2531431019306183 (0.2531431019306183) | > loss_0: 2.1871180534362793 (2.1871180534362793) | > loss_gen: 2.5272789001464844 (2.5272789001464844) | > loss_kl: 1.8992763757705688 (1.8992763757705688) | > loss_feat: 8.996402740478516 (8.996402740478516) | > loss_mel: 15.442570686340332 (15.442570686340332) | > loss_duration: 1.7723395824432373 (1.7723395824432373) | > loss_1: 30.637866973876953 (30.637866973876953)  --> STEP: 2 | > loss_disc: 2.3041272163391113 (2.2456226348876953) | > loss_disc_real_0: 0.1346159428358078 (0.11289164051413536) | > loss_disc_real_1: 0.2325504571199417 (0.23027653247117996) | > loss_disc_real_2: 0.18495933711528778 (0.17860008031129837) | > loss_disc_real_3: 0.17455273866653442 (0.15987664461135864) | > loss_disc_real_4: 0.21650515496730804 (0.19569505006074905) | > loss_disc_real_5: 0.25117233395576477 (0.25215771794319153) | > loss_0: 2.3041272163391113 (2.2456226348876953) | > loss_gen: 2.5093226432800293 (2.518300771713257) | > loss_kl: 1.8461347818374634 (1.8727055788040161) | > loss_feat: 7.306545257568359 (8.151473999023438) | > loss_mel: 12.983161926269531 (14.212866306304932) | > loss_duration: 1.8044006824493408 (1.788370132446289) | > loss_1: 26.449565887451172 (28.543716430664062)  --> STEP: 3 | > loss_disc: 2.2413763999938965 (2.244207223256429) | > loss_disc_real_0: 0.11053205281496048 (0.11210511128107707) | > loss_disc_real_1: 0.2191449999809265 (0.2265660216410955) | > loss_disc_real_2: 0.18536020815372467 (0.1808534562587738) | > loss_disc_real_3: 0.15314386785030365 (0.157632385691007) | > loss_disc_real_4: 0.16710248589515686 (0.18616419533888498) | > loss_disc_real_5: 0.23906353116035461 (0.24779298901557922) | > loss_0: 2.2413763999938965 (2.244207223256429) | > loss_gen: 2.4448704719543457 (2.493824005126953) | > loss_kl: 1.9064111709594727 (1.8839407761891682) | > loss_feat: 8.070953369140625 (8.1246337890625) | > loss_mel: 13.829007148742676 (14.08491325378418) | > loss_duration: 1.803422451019287 (1.7933875719706218) | > loss_1: 28.054664611816406 (28.380699157714844)  --> STEP: 4 | > loss_disc: 2.3099358081817627 (2.2606393694877625) | > loss_disc_real_0: 0.11940898001194 (0.1139310784637928) | > loss_disc_real_1: 0.25088977813720703 (0.23264696076512337) | > loss_disc_real_2: 0.1740904301404953 (0.17916269972920418) | > loss_disc_real_3: 0.18192830681800842 (0.16370636597275734) | > loss_disc_real_4: 0.2006550431251526 (0.1897869072854519) | > loss_disc_real_5: 0.22681477665901184 (0.24254843592643738) | > loss_0: 2.3099358081817627 (2.2606393694877625) | > loss_gen: 2.441959857940674 (2.4808579683303833) | > loss_kl: 1.796449065208435 (1.862067848443985) | > loss_feat: 7.078595161437988 (7.863124132156372) | > loss_mel: 13.066420555114746 (13.830290079116821) | > loss_duration: 1.7331359386444092 (1.7783246636390686) | > loss_1: 26.116558074951172 (27.814663887023926) --> EVAL PERFORMANCE | > avg_loader_time: 0.29506558179855347 (+0.009391069412231445) | > avg_loss_disc: 2.2606393694877625 (+0.03766268491744995) | > avg_loss_disc_real_0: 0.1139310784637928 (+0.005048591643571854) | > avg_loss_disc_real_1: 0.23264696076512337 (+0.05221038684248924) | > avg_loss_disc_real_2: 0.17916269972920418 (-0.0072109028697013855) | > avg_loss_disc_real_3: 0.16370636597275734 (-0.03242521733045578) | > avg_loss_disc_real_4: 0.1897869072854519 (-0.0400405190885067) | > avg_loss_disc_real_5: 0.24254843592643738 (-0.004586018621921539) | > avg_loss_0: 2.2606393694877625 (+0.03766268491744995) | > avg_loss_gen: 2.4808579683303833 (-0.11833006143569946) | > avg_loss_kl: 1.862067848443985 (-0.21186962723731995) | > avg_loss_feat: 7.863124132156372 (-1.0091192722320557) | > avg_loss_mel: 13.830290079116821 (-1.3709337711334229) | > avg_loss_duration: 1.7783246636390686 (-0.003692448139190674) | > avg_loss_1: 27.814663887023926 (-2.713944911956787)  > EPOCH: 60/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 00:03:24)   --> TIME: 2025-05-09 00:03:59 -- STEP: 37/725 -- GLOBAL_STEP: 89400 | > loss_disc: 2.301300048828125 (2.2041455281747346) | > loss_disc_real_0: 0.2506057024002075 (0.14382611587643623) | > loss_disc_real_1: 0.19934377074241638 (0.19682053738349192) | > loss_disc_real_2: 0.19208252429962158 (0.19283300477105217) | > loss_disc_real_3: 0.20471222698688507 (0.20196426156404856) | > loss_disc_real_4: 0.2030368149280548 (0.19704360776656382) | > loss_disc_real_5: 0.24413473904132843 (0.1967850937633901) | > loss_0: 2.301300048828125 (2.2041455281747346) | > grad_norm_0: tensor(46.9272, device='cuda:0') (tensor(39.8676, device='cuda:0')) | > loss_gen: 2.844456195831299 (2.827052503018766) | > loss_kl: 1.6823405027389526 (1.7735031102154706) | > loss_feat: 7.6024041175842285 (8.395358175844759) | > loss_mel: 12.452507019042969 (13.637108493495631) | > loss_duration: 1.7227659225463867 (1.7139252681989927) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.304473876953125 (28.346947592657965) | > grad_norm_1: tensor(520.8730, device='cuda:0') (tensor(708.5272, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8415 (0.8523564274246628) | > loader_time: 0.0111 (0.010460202758376664)  --> TIME: 2025-05-09 00:04:42 -- STEP: 87/725 -- GLOBAL_STEP: 89450 | > loss_disc: 2.2712976932525635 (2.21172128052547) | > loss_disc_real_0: 0.08203886449337006 (0.1381586904412714) | > loss_disc_real_1: 0.18234331905841827 (0.1965433115931763) | > loss_disc_real_2: 0.19376307725906372 (0.19296389013186277) | > loss_disc_real_3: 0.18893299996852875 (0.20210929437615402) | > loss_disc_real_4: 0.1842576116323471 (0.19710982530966573) | > loss_disc_real_5: 0.17346437275409698 (0.2020191153746912) | > loss_0: 2.2712976932525635 (2.21172128052547) | > grad_norm_0: tensor(30.9173, device='cuda:0') (tensor(32.6729, device='cuda:0')) | > loss_gen: 2.641991376876831 (2.7936060702663728) | > loss_kl: 1.870617389678955 (1.7655325374384037) | > loss_feat: 8.842671394348145 (8.380903830473445) | > loss_mel: 16.04297637939453 (13.747911069584989) | > loss_duration: 1.699042558670044 (1.71899327190443) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.097299575805664 (28.406946664569023) | > grad_norm_1: tensor(623.6975, device='cuda:0') (tensor(728.4217, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.827 (0.8540199652485464) | > loader_time: 0.0098 (0.010455748130535259)  --> TIME: 2025-05-09 00:05:26 -- STEP: 137/725 -- GLOBAL_STEP: 89500 | > loss_disc: 1.974961280822754 (2.192051585573349) | > loss_disc_real_0: 0.0973941907286644 (0.13118593922279181) | > loss_disc_real_1: 0.14923861622810364 (0.19630026904335857) | > loss_disc_real_2: 0.15533508360385895 (0.19214423468513214) | > loss_disc_real_3: 0.18456235527992249 (0.2005428962246345) | > loss_disc_real_4: 0.17524322867393494 (0.19702915520998687) | > loss_disc_real_5: 0.1912086457014084 (0.20060577439348193) | > loss_0: 1.974961280822754 (2.192051585573349) | > grad_norm_0: tensor(51.3442, device='cuda:0') (tensor(33.2660, device='cuda:0')) | > loss_gen: 3.0329527854919434 (2.8205551126577557) | > loss_kl: 1.6896154880523682 (1.7637897677665206) | > loss_feat: 10.21617603302002 (8.503551361334575) | > loss_mel: 15.241430282592773 (13.846024074693666) | > loss_duration: 1.7047693729400635 (1.7196050647401462) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.88494300842285 (28.653525331594647) | > grad_norm_1: tensor(772.5986, device='cuda:0') (tensor(717.1787, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8265 (0.8549912811195763) | > loader_time: 0.0102 (0.010557809885400926)  --> TIME: 2025-05-09 00:06:09 -- STEP: 187/725 -- GLOBAL_STEP: 89550 | > loss_disc: 2.4421701431274414 (2.195542549704486) | > loss_disc_real_0: 0.12374485284090042 (0.1287846567637143) | > loss_disc_real_1: 0.1944233626127243 (0.19717337454066564) | > loss_disc_real_2: 0.16961154341697693 (0.1922874198081022) | > loss_disc_real_3: 0.17865201830863953 (0.2019023275311618) | > loss_disc_real_4: 0.1798524260520935 (0.1984126248302307) | > loss_disc_real_5: 0.18893937766551971 (0.2005193523943106) | > loss_0: 2.4421701431274414 (2.195542549704486) | > grad_norm_0: tensor(24.9846, device='cuda:0') (tensor(33.7425, device='cuda:0')) | > loss_gen: 2.2479631900787354 (2.811635798948971) | > loss_kl: 1.7705448865890503 (1.7644094687732146) | > loss_feat: 6.887993812561035 (8.473522428522765) | > loss_mel: 11.927452087402344 (13.798475046208836) | > loss_duration: 1.736797571182251 (1.720618922442676) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.570751190185547 (28.56866161326036) | > grad_norm_1: tensor(203.1401, device='cuda:0') (tensor(732.4902, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8371 (0.8514695129292534) | > loader_time: 0.0102 (0.010610611043511863)  --> TIME: 2025-05-09 00:06:52 -- STEP: 237/725 -- GLOBAL_STEP: 89600 | > loss_disc: 2.19081449508667 (2.1879286343538307) | > loss_disc_real_0: 0.1488344818353653 (0.12677863193086425) | > loss_disc_real_1: 0.2119694948196411 (0.19643131502066993) | > loss_disc_real_2: 0.1895761787891388 (0.19215042134629023) | > loss_disc_real_3: 0.20230180025100708 (0.20161835679525061) | > loss_disc_real_4: 0.20202520489692688 (0.19800582949370776) | > loss_disc_real_5: 0.2278938591480255 (0.20031974999084756) | > loss_0: 2.19081449508667 (2.1879286343538307) | > grad_norm_0: tensor(34.3052, device='cuda:0') (tensor(33.4886, device='cuda:0')) | > loss_gen: 2.8673574924468994 (2.819803781147244) | > loss_kl: 1.7965936660766602 (1.7598999532466197) | > loss_feat: 8.517668724060059 (8.507544072871465) | > loss_mel: 13.893523216247559 (13.835688027651502) | > loss_duration: 1.6965198516845703 (1.7200491171848924) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.771663665771484 (28.642984913371283) | > grad_norm_1: tensor(1060.5393, device='cuda:0') (tensor(749.0342, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8293 (0.85114918378838) | > loader_time: 0.0098 (0.010668250578868239)  --> TIME: 2025-05-09 00:07:35 -- STEP: 287/725 -- GLOBAL_STEP: 89650 | > loss_disc: 2.3365607261657715 (2.189380014399619) | > loss_disc_real_0: 0.2095770537853241 (0.12699865523842568) | > loss_disc_real_1: 0.1939448118209839 (0.19663454659724486) | > loss_disc_real_2: 0.204380601644516 (0.1922388529009105) | > loss_disc_real_3: 0.19197142124176025 (0.20189125020744914) | > loss_disc_real_4: 0.18766966462135315 (0.19815311791174087) | > loss_disc_real_5: 0.2528815269470215 (0.20024702822601342) | > loss_0: 2.3365607261657715 (2.189380014399619) | > grad_norm_0: tensor(56.2596, device='cuda:0') (tensor(34.1642, device='cuda:0')) | > loss_gen: 2.8323287963867188 (2.8200817955495583) | > loss_kl: 1.723587989807129 (1.7633698543189718) | > loss_feat: 7.580221176147461 (8.475764002118789) | > loss_mel: 12.835186004638672 (13.80979317322841) | > loss_duration: 1.7486796379089355 (1.7215557949883598) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.72000503540039 (28.590564614804364) | > grad_norm_1: tensor(709.6056, device='cuda:0') (tensor(740.7130, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8017 (0.8496275371790764) | > loader_time: 0.0105 (0.010557588384541898)  --> TIME: 2025-05-09 00:08:18 -- STEP: 337/725 -- GLOBAL_STEP: 89700 | > loss_disc: 2.437675952911377 (2.1907957817043684) | > loss_disc_real_0: 0.14612722396850586 (0.12724775352269327) | > loss_disc_real_1: 0.21416035294532776 (0.19706488115497436) | > loss_disc_real_2: 0.19986239075660706 (0.19201582387222393) | > loss_disc_real_3: 0.22067803144454956 (0.20204276173687827) | > loss_disc_real_4: 0.205935537815094 (0.19801825125776343) | > loss_disc_real_5: 0.2294606864452362 (0.2002472894526023) | > loss_0: 2.437675952911377 (2.1907957817043684) | > grad_norm_0: tensor(39.6973, device='cuda:0') (tensor(34.3846, device='cuda:0')) | > loss_gen: 2.4292397499084473 (2.8134053326502033) | > loss_kl: 1.6605126857757568 (1.7628638606396916) | > loss_feat: 6.682119846343994 (8.451877100177612) | > loss_mel: 12.196303367614746 (13.779939365669955) | > loss_duration: 1.712148666381836 (1.7204622055019745) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.68032455444336 (28.528547858625917) | > grad_norm_1: tensor(173.7049, device='cuda:0') (tensor(749.5333, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8652 (0.8490488592877942) | > loader_time: 0.011 (0.010556370992688819)  --> TIME: 2025-05-09 00:09:01 -- STEP: 387/725 -- GLOBAL_STEP: 89750 | > loss_disc: 2.2585363388061523 (2.1917471479075843) | > loss_disc_real_0: 0.0845121368765831 (0.12759945216259003) | > loss_disc_real_1: 0.23442505300045013 (0.19696871281748282) | > loss_disc_real_2: 0.19855165481567383 (0.1919776586676138) | > loss_disc_real_3: 0.22161799669265747 (0.20208913253413302) | > loss_disc_real_4: 0.21141326427459717 (0.19835618658121243) | > loss_disc_real_5: 0.22294063866138458 (0.2004130090122383) | > loss_0: 2.2585363388061523 (2.1917471479075843) | > grad_norm_0: tensor(21.0131, device='cuda:0') (tensor(34.3552, device='cuda:0')) | > loss_gen: 2.759622097015381 (2.8149745168611977) | > loss_kl: 1.6826308965682983 (1.7627678478102973) | > loss_feat: 7.342533111572266 (8.44572218813637) | > loss_mel: 11.950239181518555 (13.771159314986042) | > loss_duration: 1.7970349788665771 (1.7204857343851128) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.532060623168945 (28.51510960187099) | > grad_norm_1: tensor(738.1489, device='cuda:0') (tensor(758.6932, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8478 (0.8487114635240818) | > loader_time: 0.0124 (0.010558280525897511)  --> TIME: 2025-05-09 00:09:44 -- STEP: 437/725 -- GLOBAL_STEP: 89800 | > loss_disc: 2.174846649169922 (2.193254662051083) | > loss_disc_real_0: 0.10066388547420502 (0.12880790283055293) | > loss_disc_real_1: 0.16641534864902496 (0.19678585545012822) | > loss_disc_real_2: 0.2107565850019455 (0.19192864733920773) | > loss_disc_real_3: 0.21428918838500977 (0.20199874810686916) | > loss_disc_real_4: 0.19431978464126587 (0.19796559951125348) | > loss_disc_real_5: 0.20553714036941528 (0.20042882885280955) | > loss_0: 2.174846649169922 (2.193254662051083) | > grad_norm_0: tensor(35.3338, device='cuda:0') (tensor(34.5152, device='cuda:0')) | > loss_gen: 2.7806429862976074 (2.8124427566266434) | > loss_kl: 1.9010512828826904 (1.7620525120052106) | > loss_feat: 9.087634086608887 (8.446825522852702) | > loss_mel: 15.138068199157715 (13.78610768743729) | > loss_duration: 1.677574634552002 (1.7201611174598705) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.584972381591797 (28.52758960592938) | > grad_norm_1: tensor(734.2191, device='cuda:0') (tensor(768.8253, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8951 (0.8481921265818163) | > loader_time: 0.0103 (0.010550800122712783)  --> TIME: 2025-05-09 00:10:27 -- STEP: 487/725 -- GLOBAL_STEP: 89850 | > loss_disc: 2.0416722297668457 (2.1948892215928533) | > loss_disc_real_0: 0.06420297175645828 (0.12956178433871876) | > loss_disc_real_1: 0.19457638263702393 (0.19668488752181032) | > loss_disc_real_2: 0.18863625824451447 (0.19196909439637194) | > loss_disc_real_3: 0.2189820408821106 (0.20210407539681974) | > loss_disc_real_4: 0.18461260199546814 (0.1981171394030906) | > loss_disc_real_5: 0.17319956421852112 (0.2006681288690048) | > loss_0: 2.0416722297668457 (2.1948892215928533) | > grad_norm_0: tensor(13.2745, device='cuda:0') (tensor(35.1394, device='cuda:0')) | > loss_gen: 2.995915651321411 (2.8107458198829347) | > loss_kl: 1.85216224193573 (1.7620049274432834) | > loss_feat: 9.309844970703125 (8.427552164457662) | > loss_mel: 14.549468040466309 (13.786349461063958) | > loss_duration: 1.720412254333496 (1.7208316918516056) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.42780303955078 (28.50748409529731) | > grad_norm_1: tensor(652.0854, device='cuda:0') (tensor(776.1274, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8087 (0.8485677433209744) | > loader_time: 0.01 (0.01052083322889261)  --> TIME: 2025-05-09 00:11:10 -- STEP: 537/725 -- GLOBAL_STEP: 89900 | > loss_disc: 2.288111686706543 (2.1973092480522767) | > loss_disc_real_0: 0.15546493232250214 (0.13044913348289194) | > loss_disc_real_1: 0.17270468175411224 (0.19671902243651487) | > loss_disc_real_2: 0.1917532980442047 (0.19214332331270265) | > loss_disc_real_3: 0.23536626994609833 (0.20225864845836183) | > loss_disc_real_4: 0.21043622493743896 (0.19813760299256394) | > loss_disc_real_5: 0.2403746098279953 (0.20089940109343946) | > loss_0: 2.288111686706543 (2.1973092480522767) | > grad_norm_0: tensor(52.8179, device='cuda:0') (tensor(34.6598, device='cuda:0')) | > loss_gen: 2.749239921569824 (2.8062779819055192) | > loss_kl: 1.7107688188552856 (1.7646330470701392) | > loss_feat: 8.886312484741211 (8.414418547291108) | > loss_mel: 14.237178802490234 (13.796591467475539) | > loss_duration: 1.7532548904418945 (1.7213444259135635) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.336753845214844 (28.503265490967028) | > grad_norm_1: tensor(1176.0780, device='cuda:0') (tensor(773.2104, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.844 (0.8484297025137109) | > loader_time: 0.0092 (0.010512605059746254)  --> TIME: 2025-05-09 00:11:53 -- STEP: 587/725 -- GLOBAL_STEP: 89950 | > loss_disc: 2.2854931354522705 (2.196815349783566) | > loss_disc_real_0: 0.10430406033992767 (0.13053960577795826) | > loss_disc_real_1: 0.20192953944206238 (0.19651832074891562) | > loss_disc_real_2: 0.1913229376077652 (0.19195770610637936) | > loss_disc_real_3: 0.21014343202114105 (0.20226607962909715) | > loss_disc_real_4: 0.19974875450134277 (0.1977880076462406) | > loss_disc_real_5: 0.17639555037021637 (0.20094139098461075) | > loss_0: 2.2854931354522705 (2.196815349783566) | > grad_norm_0: tensor(42.9313, device='cuda:0') (tensor(34.7692, device='cuda:0')) | > loss_gen: 2.5566320419311523 (2.8055330951534705) | > loss_kl: 1.742451548576355 (1.7650791806703532) | > loss_feat: 8.036459922790527 (8.421031107082078) | > loss_mel: 13.35312271118164 (13.796264983117076) | > loss_duration: 1.7011287212371826 (1.7213075967216809) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.389795303344727 (28.509215986911443) | > grad_norm_1: tensor(614.1116, device='cuda:0') (tensor(778.3154, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8543 (0.847995922147111) | > loader_time: 0.01 (0.010496402314818083)  --> TIME: 2025-05-09 00:12:36 -- STEP: 637/725 -- GLOBAL_STEP: 90000 | > loss_disc: 2.1621265411376953 (2.1973273093509538) | > loss_disc_real_0: 0.10561901330947876 (0.13065256881330226) | > loss_disc_real_1: 0.19028012454509735 (0.1964240127025257) | > loss_disc_real_2: 0.17059917747974396 (0.19179710939971023) | > loss_disc_real_3: 0.1858913153409958 (0.20240215566506392) | > loss_disc_real_4: 0.19084522128105164 (0.19777986940633938) | > loss_disc_real_5: 0.18683920800685883 (0.20121326236700526) | > loss_0: 2.1621265411376953 (2.1973273093509538) | > grad_norm_0: tensor(29.2088, device='cuda:0') (tensor(34.9668, device='cuda:0')) | > loss_gen: 2.8761186599731445 (2.803026668692309) | > loss_kl: 1.6171152591705322 (1.764224110630281) | > loss_feat: 8.27453899383545 (8.40891036283652) | > loss_mel: 14.325514793395996 (13.777458863131109) | > loss_duration: 1.6948838233947754 (1.7214664892648783) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.788171768188477 (28.47508652655633) | > grad_norm_1: tensor(1093.7094, device='cuda:0') (tensor(779.6667, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.8199 (0.8482411573969965) | > loader_time: 0.0104 (0.010485816413603915) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_90000.pth  --> TIME: 2025-05-09 00:13:22 -- STEP: 687/725 -- GLOBAL_STEP: 90050 | > loss_disc: 2.3327126502990723 (2.19913657141912) | > loss_disc_real_0: 0.11582092195749283 (0.1311066628066387) | > loss_disc_real_1: 0.22371569275856018 (0.19657598015089053) | > loss_disc_real_2: 0.23382529616355896 (0.19188368196831) | > loss_disc_real_3: 0.2119472473859787 (0.202515372391004) | > loss_disc_real_4: 0.18117770552635193 (0.1978571157701845) | > loss_disc_real_5: 0.19290970265865326 (0.20132577598225082) | > loss_0: 2.3327126502990723 (2.19913657141912) | > grad_norm_0: tensor(24.9284, device='cuda:0') (tensor(34.7839, device='cuda:0')) | > loss_gen: 2.47245454788208 (2.7999373020216543) | > loss_kl: 1.7681010961532593 (1.761520107413657) | > loss_feat: 6.591374397277832 (8.393840897378274) | > loss_mel: 11.503782272338867 (13.753411898272876) | > loss_duration: 1.7426939010620117 (1.7217789728742146) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.078407287597656 (28.430489188892526) | > grad_norm_1: tensor(755.3504, device='cuda:0') (tensor(781.6787, device='cuda:0')) | > current_lr_0: 0.000198505517906589 | > current_lr_1: 0.000198505517906589 | > step_time: 0.867 (0.8478936874883839) | > loader_time: 0.0099 (0.010465909646935157)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.366743564605713 (2.366743564605713) | > loss_disc_real_0: 0.20761822164058685 (0.20761822164058685) | > loss_disc_real_1: 0.21356017887592316 (0.21356017887592316) | > loss_disc_real_2: 0.19555675983428955 (0.19555675983428955) | > loss_disc_real_3: 0.268466979265213 (0.268466979265213) | > loss_disc_real_4: 0.21902616322040558 (0.21902616322040558) | > loss_disc_real_5: 0.24968008697032928 (0.24968008697032928) | > loss_0: 2.366743564605713 (2.366743564605713) | > loss_gen: 2.7952284812927246 (2.7952284812927246) | > loss_kl: 1.8236916065216064 (1.8236916065216064) | > loss_feat: 7.227768898010254 (7.227768898010254) | > loss_mel: 12.817564964294434 (12.817564964294434) | > loss_duration: 1.6818594932556152 (1.6818594932556152) | > loss_1: 26.346115112304688 (26.346115112304688)  --> STEP: 1 | > loss_disc: 2.2803990840911865 (2.2803990840911865) | > loss_disc_real_0: 0.17222358286380768 (0.17222358286380768) | > loss_disc_real_1: 0.20901863276958466 (0.20901863276958466) | > loss_disc_real_2: 0.1764504462480545 (0.1764504462480545) | > loss_disc_real_3: 0.23342931270599365 (0.23342931270599365) | > loss_disc_real_4: 0.2128736674785614 (0.2128736674785614) | > loss_disc_real_5: 0.24503810703754425 (0.24503810703754425) | > loss_0: 2.2803990840911865 (2.2803990840911865) | > loss_gen: 2.7801384925842285 (2.7801384925842285) | > loss_kl: 2.1584229469299316 (2.1584229469299316) | > loss_feat: 8.394570350646973 (8.394570350646973) | > loss_mel: 13.761848449707031 (13.761848449707031) | > loss_duration: 1.7530698776245117 (1.7530698776245117) | > loss_1: 28.84804916381836 (28.84804916381836)  --> STEP: 2 | > loss_disc: 2.355271339416504 (2.317835211753845) | > loss_disc_real_0: 0.1897420585155487 (0.1809828206896782) | > loss_disc_real_1: 0.20708297193050385 (0.20805080235004425) | > loss_disc_real_2: 0.18692345917224884 (0.18168695271015167) | > loss_disc_real_3: 0.24221231043338776 (0.2378208115696907) | > loss_disc_real_4: 0.1949668973684311 (0.20392028242349625) | > loss_disc_real_5: 0.2482062429189682 (0.24662217497825623) | > loss_0: 2.355271339416504 (2.317835211753845) | > loss_gen: 2.669315814971924 (2.724727153778076) | > loss_kl: 1.897744059562683 (2.0280835032463074) | > loss_feat: 7.158194541931152 (7.7763824462890625) | > loss_mel: 12.779052734375 (13.270450592041016) | > loss_duration: 1.7994509935379028 (1.7762604355812073) | > loss_1: 26.30375862121582 (27.57590389251709)  --> STEP: 3 | > loss_disc: 2.1524863243103027 (2.262718915939331) | > loss_disc_real_0: 0.15361732244491577 (0.17186098794142404) | > loss_disc_real_1: 0.20754222571849823 (0.2078812768061956) | > loss_disc_real_2: 0.1682797521352768 (0.17721788585186005) | > loss_disc_real_3: 0.24619551002979279 (0.24061237772305807) | > loss_disc_real_4: 0.20076148211956024 (0.20286734898885092) | > loss_disc_real_5: 0.24136877059936523 (0.24487104018529257) | > loss_0: 2.1524863243103027 (2.262718915939331) | > loss_gen: 3.02758526802063 (2.8256798585255942) | > loss_kl: 1.930940866470337 (1.9957026243209839) | > loss_feat: 9.318391799926758 (8.290385564168295) | > loss_mel: 15.5259428024292 (14.022281328837076) | > loss_duration: 1.7882225513458252 (1.7802478075027466) | > loss_1: 31.59108543395996 (28.914297739664715)  --> STEP: 4 | > loss_disc: 2.2127482891082764 (2.2502262592315674) | > loss_disc_real_0: 0.18923719227313995 (0.17620503902435303) | > loss_disc_real_1: 0.19510437548160553 (0.20468705147504807) | > loss_disc_real_2: 0.17476123571395874 (0.17660372331738472) | > loss_disc_real_3: 0.22954648733139038 (0.23784590512514114) | > loss_disc_real_4: 0.2133084237575531 (0.20547761768102646) | > loss_disc_real_5: 0.2148875594139099 (0.2373751699924469) | > loss_0: 2.2127482891082764 (2.2502262592315674) | > loss_gen: 2.8797080516815186 (2.839186906814575) | > loss_kl: 1.9708608388900757 (1.9894921779632568) | > loss_feat: 7.615334987640381 (8.121622920036316) | > loss_mel: 11.909845352172852 (13.49417233467102) | > loss_duration: 1.722987174987793 (1.7659326493740082) | > loss_1: 26.098735809326172 (28.210407257080078) --> EVAL PERFORMANCE | > avg_loader_time: 0.28132879734039307 (-0.0137367844581604) | > avg_loss_disc: 2.2502262592315674 (-0.010413110256195068) | > avg_loss_disc_real_0: 0.17620503902435303 (+0.062273960560560226) | > avg_loss_disc_real_1: 0.20468705147504807 (-0.027959909290075302) | > avg_loss_disc_real_2: 0.17660372331738472 (-0.002558976411819458) | > avg_loss_disc_real_3: 0.23784590512514114 (+0.0741395391523838) | > avg_loss_disc_real_4: 0.20547761768102646 (+0.01569071039557457) | > avg_loss_disc_real_5: 0.2373751699924469 (-0.0051732659339904785) | > avg_loss_0: 2.2502262592315674 (-0.010413110256195068) | > avg_loss_gen: 2.839186906814575 (+0.3583289384841919) | > avg_loss_kl: 1.9894921779632568 (+0.12742432951927185) | > avg_loss_feat: 8.121622920036316 (+0.25849878787994385) | > avg_loss_mel: 13.49417233467102 (-0.3361177444458008) | > avg_loss_duration: 1.7659326493740082 (-0.012392014265060425) | > avg_loss_1: 28.210407257080078 (+0.39574337005615234)  > EPOCH: 61/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 00:14:01)   --> TIME: 2025-05-09 00:14:14 -- STEP: 12/725 -- GLOBAL_STEP: 90100 | > loss_disc: 2.3282723426818848 (2.178210179011027) | > loss_disc_real_0: 0.16113077104091644 (0.12039618504544099) | > loss_disc_real_1: 0.1998036652803421 (0.19501810148358345) | > loss_disc_real_2: 0.24181200563907623 (0.18739292273918787) | > loss_disc_real_3: 0.2097712606191635 (0.20197909077008566) | > loss_disc_real_4: 0.19308775663375854 (0.19303167363007864) | > loss_disc_real_5: 0.1896737515926361 (0.20367085561156273) | > loss_0: 2.3282723426818848 (2.178210179011027) | > grad_norm_0: tensor(31.6473, device='cuda:0') (tensor(28.6562, device='cuda:0')) | > loss_gen: 2.5651662349700928 (2.785943627357483) | > loss_kl: 1.6580393314361572 (1.832154542207718) | > loss_feat: 7.38359260559082 (8.740747769673666) | > loss_mel: 11.992926597595215 (14.375778516133627) | > loss_duration: 1.744297742843628 (1.7214107116063435) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.34402084350586 (29.456034819285076) | > grad_norm_1: tensor(751.1994, device='cuda:0') (tensor(795.1974, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8533 (0.8439804712931315) | > loader_time: 0.0091 (0.010306437810262045)  --> TIME: 2025-05-09 00:14:57 -- STEP: 62/725 -- GLOBAL_STEP: 90150 | > loss_disc: 2.176018714904785 (2.2010725928891084) | > loss_disc_real_0: 0.1307656466960907 (0.13401043631376752) | > loss_disc_real_1: 0.23051327466964722 (0.19588921339281143) | > loss_disc_real_2: 0.18838664889335632 (0.1890506826100811) | > loss_disc_real_3: 0.2125687450170517 (0.20250381120750982) | > loss_disc_real_4: 0.20600956678390503 (0.1965768214675688) | > loss_disc_real_5: 0.19202172756195068 (0.20516881370736706) | > loss_0: 2.176018714904785 (2.2010725928891084) | > grad_norm_0: tensor(42.4707, device='cuda:0') (tensor(36.0093, device='cuda:0')) | > loss_gen: 2.793177843093872 (2.7640264572635767) | > loss_kl: 1.7603853940963745 (1.7956503706593667) | > loss_feat: 8.187191009521484 (8.363100705608243) | > loss_mel: 13.577404022216797 (13.872082202665267) | > loss_duration: 1.7626806497573853 (1.7156452440446424) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.080839157104492 (28.51050506099578) | > grad_norm_1: tensor(653.2814, device='cuda:0') (tensor(822.4656, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8677 (0.8534562318555771) | > loader_time: 0.0116 (0.010746352134212371)  --> TIME: 2025-05-09 00:15:41 -- STEP: 112/725 -- GLOBAL_STEP: 90200 | > loss_disc: 2.215669631958008 (2.2072407762919153) | > loss_disc_real_0: 0.1337788999080658 (0.13384318847342253) | > loss_disc_real_1: 0.16938017308712006 (0.19625993126205035) | > loss_disc_real_2: 0.18743892014026642 (0.18994601642979042) | > loss_disc_real_3: 0.17025285959243774 (0.20178988203406334) | > loss_disc_real_4: 0.16289971768856049 (0.19746125489473343) | > loss_disc_real_5: 0.1922447383403778 (0.20536675610180413) | > loss_0: 2.215669631958008 (2.2072407762919153) | > grad_norm_0: tensor(45.5454, device='cuda:0') (tensor(35.4225, device='cuda:0')) | > loss_gen: 2.669337272644043 (2.7822558496679557) | > loss_kl: 1.7669107913970947 (1.7841601148247719) | > loss_feat: 8.217934608459473 (8.384240529366906) | > loss_mel: 12.700060844421387 (13.830466559955052) | > loss_duration: 1.7177478075027466 (1.718689802501883) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.071992874145508 (28.4998129435948) | > grad_norm_1: tensor(1157.6874, device='cuda:0') (tensor(766.4986, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8335 (0.8547915880169187) | > loader_time: 0.011 (0.010870644024440216)  --> TIME: 2025-05-09 00:16:24 -- STEP: 162/725 -- GLOBAL_STEP: 90250 | > loss_disc: 2.209115982055664 (2.2096894905890943) | > loss_disc_real_0: 0.0667639970779419 (0.13485242083760682) | > loss_disc_real_1: 0.1853991597890854 (0.19671509792039424) | > loss_disc_real_2: 0.17176590859889984 (0.1904297717559484) | > loss_disc_real_3: 0.18832921981811523 (0.20190663552946514) | > loss_disc_real_4: 0.17972493171691895 (0.19820716314845616) | > loss_disc_real_5: 0.17326872050762177 (0.20417318907048967) | > loss_0: 2.209115982055664 (2.2096894905890943) | > grad_norm_0: tensor(27.9280, device='cuda:0') (tensor(36.9842, device='cuda:0')) | > loss_gen: 2.8598692417144775 (2.7793309585547727) | > loss_kl: 1.8350954055786133 (1.784251508889375) | > loss_feat: 9.04602336883545 (8.34990868745027) | > loss_mel: 15.932528495788574 (13.825795362025135) | > loss_duration: 1.6849678754806519 (1.7182214054060572) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.358484268188477 (28.457507969420632) | > grad_norm_1: tensor(619.8730, device='cuda:0') (tensor(797.7903, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8253 (0.8556630979349584) | > loader_time: 0.0116 (0.010793119301030666)  --> TIME: 2025-05-09 00:17:07 -- STEP: 212/725 -- GLOBAL_STEP: 90300 | > loss_disc: 2.092026710510254 (2.204958908962752) | > loss_disc_real_0: 0.11418839544057846 (0.13404179527863577) | > loss_disc_real_1: 0.1859135925769806 (0.19657112222235157) | > loss_disc_real_2: 0.21036285161972046 (0.19082996199996963) | > loss_disc_real_3: 0.190128892660141 (0.20203916166188582) | > loss_disc_real_4: 0.2078927904367447 (0.19813470577575126) | > loss_disc_real_5: 0.21561375260353088 (0.20333416443669572) | > loss_0: 2.092026710510254 (2.204958908962752) | > grad_norm_0: tensor(42.3957, device='cuda:0') (tensor(35.9754, device='cuda:0')) | > loss_gen: 3.0487492084503174 (2.7854166840607255) | > loss_kl: 1.7498865127563477 (1.7814327984485987) | > loss_feat: 9.902420043945312 (8.393175478251477) | > loss_mel: 14.648390769958496 (13.864558723737611) | > loss_duration: 1.7282350063323975 (1.71886844511302) | > amp_scaler: 128.0 (134.03773584905662) | > loss_1: 31.077682495117188 (28.543452226890707) | > grad_norm_1: tensor(663.1259, device='cuda:0') (tensor(785.0880, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8329 (0.8533010089172507) | > loader_time: 0.0097 (0.010843083543597528)  --> TIME: 2025-05-09 00:17:50 -- STEP: 262/725 -- GLOBAL_STEP: 90350 | > loss_disc: 1.952805995941162 (2.2008886319080374) | > loss_disc_real_0: 0.10390069335699081 (0.13294594133457605) | > loss_disc_real_1: 0.20156776905059814 (0.19595337903681603) | > loss_disc_real_2: 0.20128723978996277 (0.1907876881251808) | > loss_disc_real_3: 0.17665566504001617 (0.20231557944576248) | > loss_disc_real_4: 0.17631933093070984 (0.19810264182227258) | > loss_disc_real_5: 0.18414799869060516 (0.20218499784023708) | > loss_0: 1.952805995941162 (2.2008886319080374) | > grad_norm_0: tensor(13.8986, device='cuda:0') (tensor(35.4338, device='cuda:0')) | > loss_gen: 3.013592004776001 (2.7888673562129935) | > loss_kl: 1.9770044088363647 (1.776502639737748) | > loss_feat: 9.642866134643555 (8.3901345547829) | > loss_mel: 15.617666244506836 (13.8417046889094) | > loss_duration: 1.7017390727996826 (1.7196529898934692) | > amp_scaler: 128.0 (132.8854961832061) | > loss_1: 31.95286750793457 (28.516862323265947) | > grad_norm_1: tensor(477.3954, device='cuda:0') (tensor(771.1202, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8816 (0.8515436057826035) | > loader_time: 0.0109 (0.010877131505776908)  --> TIME: 2025-05-09 00:18:33 -- STEP: 312/725 -- GLOBAL_STEP: 90400 | > loss_disc: 2.3167917728424072 (2.198070651827712) | > loss_disc_real_0: 0.14044788479804993 (0.1324226389376398) | > loss_disc_real_1: 0.23590247333049774 (0.19589075766121725) | > loss_disc_real_2: 0.21194063127040863 (0.19080211589924795) | > loss_disc_real_3: 0.232466459274292 (0.20187644493312412) | > loss_disc_real_4: 0.1587492972612381 (0.19785526619316676) | > loss_disc_real_5: 0.17259067296981812 (0.2013832772007355) | > loss_0: 2.3167917728424072 (2.198070651827712) | > grad_norm_0: tensor(19.8871, device='cuda:0') (tensor(36.0637, device='cuda:0')) | > loss_gen: 2.55696702003479 (2.798009594281513) | > loss_kl: 1.8236340284347534 (1.777085041006406) | > loss_feat: 7.442246437072754 (8.439323060023476) | > loss_mel: 13.312507629394531 (13.877986522821276) | > loss_duration: 1.7145354747772217 (1.7191218386093776) | > amp_scaler: 128.0 (132.10256410256414) | > loss_1: 26.849889755249023 (28.611526128573296) | > grad_norm_1: tensor(353.9393, device='cuda:0') (tensor(778.0137, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8497 (0.8502135223303086) | > loader_time: 0.01 (0.010899873116077515)  --> TIME: 2025-05-09 00:19:16 -- STEP: 362/725 -- GLOBAL_STEP: 90450 | > loss_disc: 2.2736008167266846 (2.1977964787852016) | > loss_disc_real_0: 0.09685968607664108 (0.1319754428502933) | > loss_disc_real_1: 0.16756850481033325 (0.19587447918251724) | > loss_disc_real_2: 0.17815138399600983 (0.19085830219542782) | > loss_disc_real_3: 0.16200870275497437 (0.20179418379759928) | > loss_disc_real_4: 0.22399428486824036 (0.19813334876002528) | > loss_disc_real_5: 0.18026864528656006 (0.20169447337724886) | > loss_0: 2.2736008167266846 (2.1977964787852016) | > grad_norm_0: tensor(13.6649, device='cuda:0') (tensor(35.6692, device='cuda:0')) | > loss_gen: 2.6043572425842285 (2.7969548814204517) | > loss_kl: 1.801266074180603 (1.7739443805336295) | > loss_feat: 8.655840873718262 (8.4312073578492) | > loss_mel: 14.191893577575684 (13.850140779716531) | > loss_duration: 1.6615794897079468 (1.717556277032715) | > amp_scaler: 128.0 (131.5359116022099) | > loss_1: 28.914936065673828 (28.569803738462333) | > grad_norm_1: tensor(696.2168, device='cuda:0') (tensor(782.9807, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8367 (0.849518800967306) | > loader_time: 0.0111 (0.010924319535987803)  --> TIME: 2025-05-09 00:19:59 -- STEP: 412/725 -- GLOBAL_STEP: 90500 | > loss_disc: 2.3270773887634277 (2.1983189226932858) | > loss_disc_real_0: 0.15954457223415375 (0.1318121638908547) | > loss_disc_real_1: 0.23737917840480804 (0.19580989761404613) | > loss_disc_real_2: 0.21292220056056976 (0.19106051673009558) | > loss_disc_real_3: 0.2565371096134186 (0.20195566533693995) | > loss_disc_real_4: 0.21226997673511505 (0.19835781085404378) | > loss_disc_real_5: 0.22200576961040497 (0.20152337122166042) | > loss_0: 2.3270773887634277 (2.1983189226932858) | > grad_norm_0: tensor(71.1717, device='cuda:0') (tensor(35.9300, device='cuda:0')) | > loss_gen: 2.8031346797943115 (2.7978395327781005) | > loss_kl: 1.7216429710388184 (1.77236423764414) | > loss_feat: 8.394144058227539 (8.419776641049424) | > loss_mel: 14.36048412322998 (13.83807507301997) | > loss_duration: 1.7150342464447021 (1.7177254699387596) | > amp_scaler: 128.0 (131.10679611650477) | > loss_1: 28.994441986083984 (28.545781010562933) | > grad_norm_1: tensor(829.2653, device='cuda:0') (tensor(788.8734, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8499 (0.848848278661376) | > loader_time: 0.0097 (0.010910652794884238)  --> TIME: 2025-05-09 00:20:42 -- STEP: 462/725 -- GLOBAL_STEP: 90550 | > loss_disc: 2.1122024059295654 (2.200357196392948) | > loss_disc_real_0: 0.137565478682518 (0.13254006605321186) | > loss_disc_real_1: 0.19510746002197266 (0.19572573745405514) | > loss_disc_real_2: 0.22284193336963654 (0.19117773414561243) | > loss_disc_real_3: 0.1916239857673645 (0.20215430752539537) | > loss_disc_real_4: 0.211356058716774 (0.19826881171433958) | > loss_disc_real_5: 0.18316195905208588 (0.2016697906570517) | > loss_0: 2.1122024059295654 (2.200357196392948) | > grad_norm_0: tensor(8.4221, device='cuda:0') (tensor(35.8320, device='cuda:0')) | > loss_gen: 3.0418219566345215 (2.7930086649857553) | > loss_kl: 1.8090720176696777 (1.779135339445882) | > loss_feat: 8.95843505859375 (8.39976139502091) | > loss_mel: 15.593318939208984 (13.801452911261354) | > loss_duration: 1.753442645072937 (1.7180596409421978) | > amp_scaler: 128.0 (130.77056277056266) | > loss_1: 31.156091690063477 (28.491418021065847) | > grad_norm_1: tensor(873.9501, device='cuda:0') (tensor(793.7363, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.779 (0.8481437974161916) | > loader_time: 0.0121 (0.01094842576361321)  --> TIME: 2025-05-09 00:21:25 -- STEP: 512/725 -- GLOBAL_STEP: 90600 | > loss_disc: 2.2737631797790527 (2.199877771781755) | > loss_disc_real_0: 0.1155850812792778 (0.13240993823274033) | > loss_disc_real_1: 0.20257417857646942 (0.19583857062389137) | > loss_disc_real_2: 0.1914503276348114 (0.19083413024782203) | > loss_disc_real_3: 0.20179469883441925 (0.20214984504855243) | > loss_disc_real_4: 0.21193429827690125 (0.19808929375722073) | > loss_disc_real_5: 0.1529669165611267 (0.2021385958942119) | > loss_0: 2.2737631797790527 (2.199877771781755) | > grad_norm_0: tensor(25.5634, device='cuda:0') (tensor(36.4617, device='cuda:0')) | > loss_gen: 2.7010107040405273 (2.7923343749716873) | > loss_kl: 1.7216715812683105 (1.780614867573604) | > loss_feat: 7.473041534423828 (8.397950662299984) | > loss_mel: 12.304875373840332 (13.800909539684652) | > loss_duration: 1.6842762231826782 (1.7188632255420089) | > amp_scaler: 128.0 (130.49999999999997) | > loss_1: 25.884876251220703 (28.49067274853587) | > grad_norm_1: tensor(674.8632, device='cuda:0') (tensor(808.8269, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8658 (0.847816423047334) | > loader_time: 0.0103 (0.010933086276054375)  --> TIME: 2025-05-09 00:22:08 -- STEP: 562/725 -- GLOBAL_STEP: 90650 | > loss_disc: 1.9297449588775635 (2.2009976105333626) | > loss_disc_real_0: 0.09188000112771988 (0.13302951400231205) | > loss_disc_real_1: 0.14633069932460785 (0.19580296045202372) | > loss_disc_real_2: 0.17211687564849854 (0.19100800358103692) | > loss_disc_real_3: 0.16858045756816864 (0.20215216989619034) | > loss_disc_real_4: 0.17895358800888062 (0.1979122752608778) | > loss_disc_real_5: 0.20664174854755402 (0.20217717197654095) | > loss_0: 1.9297449588775635 (2.2009976105333626) | > grad_norm_0: tensor(30.9476, device='cuda:0') (tensor(36.5613, device='cuda:0')) | > loss_gen: 3.203010082244873 (2.7917622416893364) | > loss_kl: 1.7973434925079346 (1.782558380709) | > loss_feat: 10.762723922729492 (8.39656228017976) | > loss_mel: 16.444561004638672 (13.79412005550072) | > loss_duration: 1.685854434967041 (1.7192684895627448) | > amp_scaler: 128.0 (130.27758007117436) | > loss_1: 33.89349365234375 (28.4842715280336) | > grad_norm_1: tensor(986.0031, device='cuda:0') (tensor(799.5188, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8837 (0.8474593612222909) | > loader_time: 0.0098 (0.010931650090472124)  --> TIME: 2025-05-09 00:22:51 -- STEP: 612/725 -- GLOBAL_STEP: 90700 | > loss_disc: 2.27374005317688 (2.2002121196463187) | > loss_disc_real_0: 0.1437848061323166 (0.13325684924238657) | > loss_disc_real_1: 0.2337009310722351 (0.19581888121814509) | > loss_disc_real_2: 0.2061271220445633 (0.19096828834001536) | > loss_disc_real_3: 0.16871409118175507 (0.2018341819688776) | > loss_disc_real_4: 0.1949402391910553 (0.1975809454528334) | > loss_disc_real_5: 0.2303474098443985 (0.20205961954262527) | > loss_0: 2.27374005317688 (2.2002121196463187) | > grad_norm_0: tensor(46.1869, device='cuda:0') (tensor(36.8275, device='cuda:0')) | > loss_gen: 2.810274124145508 (2.7944448153957033) | > loss_kl: 1.8459314107894897 (1.7809732345973743) | > loss_feat: 7.674346923828125 (8.408362592747004) | > loss_mel: 13.551984786987305 (13.810698446884649) | > loss_duration: 1.6618859767913818 (1.7192513502501199) | > amp_scaler: 128.0 (130.0915032679739) | > loss_1: 27.544422149658203 (28.51373051662071) | > grad_norm_1: tensor(816.7322, device='cuda:0') (tensor(800.6416, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8066 (0.8471283390631084) | > loader_time: 0.0089 (0.01094358029708363)  --> TIME: 2025-05-09 00:23:34 -- STEP: 662/725 -- GLOBAL_STEP: 90750 | > loss_disc: 2.3451290130615234 (2.200822061102193) | > loss_disc_real_0: 0.16866734623908997 (0.1330021948995368) | > loss_disc_real_1: 0.20419245958328247 (0.1960009992842948) | > loss_disc_real_2: 0.19452989101409912 (0.19112188821472795) | > loss_disc_real_3: 0.18946297466754913 (0.20209511864671542) | > loss_disc_real_4: 0.24289585649967194 (0.1975560995477203) | > loss_disc_real_5: 0.18945063650608063 (0.20204233000015573) | > loss_0: 2.3451290130615234 (2.200822061102193) | > grad_norm_0: tensor(13.9315, device='cuda:0') (tensor(36.6775, device='cuda:0')) | > loss_gen: 2.5588786602020264 (2.7921813160991356) | > loss_kl: 1.8076661825180054 (1.7798998139776132) | > loss_feat: 6.830645561218262 (8.393571627464171) | > loss_mel: 10.545162200927734 (13.796311228657052) | > loss_duration: 1.7331547737121582 (1.7201328439654904) | > amp_scaler: 128.0 (129.93353474320242) | > loss_1: 23.475505828857422 (28.482096931365323) | > grad_norm_1: tensor(642.3724, device='cuda:0') (tensor(801.4370, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.8816 (0.8470428025974608) | > loader_time: 0.0125 (0.01094074731867118)  --> TIME: 2025-05-09 00:24:17 -- STEP: 712/725 -- GLOBAL_STEP: 90800 | > loss_disc: 2.172788381576538 (2.1999507002281287) | > loss_disc_real_0: 0.12219329923391342 (0.1330483621090986) | > loss_disc_real_1: 0.1804078370332718 (0.19587727744927566) | > loss_disc_real_2: 0.20739883184432983 (0.19117054089987554) | > loss_disc_real_3: 0.22396090626716614 (0.20207626075389687) | > loss_disc_real_4: 0.18237033486366272 (0.19758584388018985) | > loss_disc_real_5: 0.19660283625125885 (0.20177360492224783) | > loss_0: 2.172788381576538 (2.1999507002281287) | > grad_norm_0: tensor(21.2490, device='cuda:0') (tensor(37.0955, device='cuda:0')) | > loss_gen: 2.67397403717041 (2.7943696590621787) | > loss_kl: 1.815208077430725 (1.7750671361939292) | > loss_feat: 7.897567272186279 (8.40206814013169) | > loss_mel: 13.531091690063477 (13.814507046442348) | > loss_duration: 1.7262401580810547 (1.7201941559154) | > amp_scaler: 128.0 (129.7977528089887) | > loss_1: 27.644079208374023 (28.506206236528545) | > grad_norm_1: tensor(869.2418, device='cuda:0') (tensor(806.8193, device='cuda:0')) | > current_lr_0: 0.00019848070471685067 | > current_lr_1: 0.00019848070471685067 | > step_time: 0.835 (0.8470602420608649) | > loader_time: 0.0099 (0.010935936081275502)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.220391035079956 (2.220391035079956) | > loss_disc_real_0: 0.13189789652824402 (0.13189789652824402) | > loss_disc_real_1: 0.2233114242553711 (0.2233114242553711) | > loss_disc_real_2: 0.1948501616716385 (0.1948501616716385) | > loss_disc_real_3: 0.2226913571357727 (0.2226913571357727) | > loss_disc_real_4: 0.25128763914108276 (0.25128763914108276) | > loss_disc_real_5: 0.2449502795934677 (0.2449502795934677) | > loss_0: 2.220391035079956 (2.220391035079956) | > loss_gen: 2.8739054203033447 (2.8739054203033447) | > loss_kl: 1.856817364692688 (1.856817364692688) | > loss_feat: 7.830630779266357 (7.830630779266357) | > loss_mel: 13.661908149719238 (13.661908149719238) | > loss_duration: 1.6926593780517578 (1.6926593780517578) | > loss_1: 27.915922164916992 (27.915922164916992)  --> STEP: 1 | > loss_disc: 2.247828483581543 (2.247828483581543) | > loss_disc_real_0: 0.13733677566051483 (0.13733677566051483) | > loss_disc_real_1: 0.21255898475646973 (0.21255898475646973) | > loss_disc_real_2: 0.19547714293003082 (0.19547714293003082) | > loss_disc_real_3: 0.21169786155223846 (0.21169786155223846) | > loss_disc_real_4: 0.21598969399929047 (0.21598969399929047) | > loss_disc_real_5: 0.24900567531585693 (0.24900567531585693) | > loss_0: 2.247828483581543 (2.247828483581543) | > loss_gen: 2.7275936603546143 (2.7275936603546143) | > loss_kl: 2.107621192932129 (2.107621192932129) | > loss_feat: 7.658398628234863 (7.658398628234863) | > loss_mel: 13.178625106811523 (13.178625106811523) | > loss_duration: 1.772064447402954 (1.772064447402954) | > loss_1: 27.444303512573242 (27.444303512573242)  --> STEP: 2 | > loss_disc: 2.142467498779297 (2.19514799118042) | > loss_disc_real_0: 0.1233208030462265 (0.13032878935337067) | > loss_disc_real_1: 0.2252999246120453 (0.2189294546842575) | > loss_disc_real_2: 0.16990575194358826 (0.18269144743680954) | > loss_disc_real_3: 0.22125732898712158 (0.21647759526968002) | > loss_disc_real_4: 0.21954309940338135 (0.2177663967013359) | > loss_disc_real_5: 0.2355102002620697 (0.24225793778896332) | > loss_0: 2.142467498779297 (2.19514799118042) | > loss_gen: 2.9577689170837402 (2.8426812887191772) | > loss_kl: 1.8643603324890137 (1.9859907627105713) | > loss_feat: 9.006927490234375 (8.33266305923462) | > loss_mel: 14.389861106872559 (13.784243106842041) | > loss_duration: 1.8074177503585815 (1.7897410988807678) | > loss_1: 30.026336669921875 (28.73532009124756)  --> STEP: 3 | > loss_disc: 2.136463165283203 (2.175586382548014) | > loss_disc_real_0: 0.1354767084121704 (0.13204476237297058) | > loss_disc_real_1: 0.23414015769958496 (0.22399968902269998) | > loss_disc_real_2: 0.1757790744304657 (0.1803873231013616) | > loss_disc_real_3: 0.22114244103431702 (0.21803254385789236) | > loss_disc_real_4: 0.22249296307563782 (0.2193419188261032) | > loss_disc_real_5: 0.2503126263618469 (0.24494283397992453) | > loss_0: 2.136463165283203 (2.175586382548014) | > loss_gen: 2.9830875396728516 (2.889483372370402) | > loss_kl: 1.9565951824188232 (1.9761922359466553) | > loss_feat: 8.715179443359375 (8.460168520609537) | > loss_mel: 14.014894485473633 (13.861126899719238) | > loss_duration: 1.799180269241333 (1.7928874890009563) | > loss_1: 29.468936920166016 (28.97985903422038)  --> STEP: 4 | > loss_disc: 2.1158103942871094 (2.160642385482788) | > loss_disc_real_0: 0.10737459361553192 (0.12587722018361092) | > loss_disc_real_1: 0.22235167026519775 (0.22358768433332443) | > loss_disc_real_2: 0.15889789164066315 (0.17501496523618698) | > loss_disc_real_3: 0.24106095731258392 (0.22378964722156525) | > loss_disc_real_4: 0.2320328652858734 (0.22251465544104576) | > loss_disc_real_5: 0.2348121851682663 (0.24241017177700996) | > loss_0: 2.1158103942871094 (2.160642385482788) | > loss_gen: 3.0117642879486084 (2.9200536012649536) | > loss_kl: 1.8542052507400513 (1.9456954896450043) | > loss_feat: 9.173808097839355 (8.638578414916992) | > loss_mel: 14.018019676208496 (13.900350093841553) | > loss_duration: 1.7214964628219604 (1.7750397324562073) | > loss_1: 29.779293060302734 (29.179717540740967) --> EVAL PERFORMANCE | > avg_loader_time: 0.28622764348983765 (+0.00489884614944458) | > avg_loss_disc: 2.160642385482788 (-0.0895838737487793) | > avg_loss_disc_real_0: 0.12587722018361092 (-0.05032781884074211) | > avg_loss_disc_real_1: 0.22358768433332443 (+0.018900632858276367) | > avg_loss_disc_real_2: 0.17501496523618698 (-0.0015887580811977386) | > avg_loss_disc_real_3: 0.22378964722156525 (-0.014056257903575897) | > avg_loss_disc_real_4: 0.22251465544104576 (+0.017037037760019302) | > avg_loss_disc_real_5: 0.24241017177700996 (+0.005035001784563065) | > avg_loss_0: 2.160642385482788 (-0.0895838737487793) | > avg_loss_gen: 2.9200536012649536 (+0.08086669445037842) | > avg_loss_kl: 1.9456954896450043 (-0.043796688318252563) | > avg_loss_feat: 8.638578414916992 (+0.5169554948806763) | > avg_loss_mel: 13.900350093841553 (+0.4061777591705322) | > avg_loss_duration: 1.7750397324562073 (+0.009107083082199097) | > avg_loss_1: 29.179717540740967 (+0.9693102836608887)  > EPOCH: 62/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 00:24:35)   --> TIME: 2025-05-09 00:25:09 -- STEP: 37/725 -- GLOBAL_STEP: 90850 | > loss_disc: 2.1983723640441895 (2.2086729681169666) | > loss_disc_real_0: 0.1703186184167862 (0.13302705557765182) | > loss_disc_real_1: 0.21581748127937317 (0.19292764607313512) | > loss_disc_real_2: 0.20767110586166382 (0.19102356643290133) | > loss_disc_real_3: 0.21427243947982788 (0.20406140749518936) | > loss_disc_real_4: 0.1592605710029602 (0.19983978368140556) | > loss_disc_real_5: 0.204613596200943 (0.20472259618140556) | > loss_0: 2.1983723640441895 (2.2086729681169666) | > grad_norm_0: tensor(38.8844, device='cuda:0') (tensor(38.5011, device='cuda:0')) | > loss_gen: 2.8855695724487305 (2.768498401384096) | > loss_kl: 2.0040416717529297 (1.7938759391372268) | > loss_feat: 8.502630233764648 (8.363515905431797) | > loss_mel: 12.645316123962402 (13.642887399003312) | > loss_duration: 1.6998348236083984 (1.7169305762729126) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.737394332885742 (28.2857081439044) | > grad_norm_1: tensor(580.8018, device='cuda:0') (tensor(808.9711, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8558 (0.8379973527547475) | > loader_time: 0.0109 (0.010316397692706133)  --> TIME: 2025-05-09 00:25:51 -- STEP: 87/725 -- GLOBAL_STEP: 90900 | > loss_disc: 2.288869619369507 (2.1852403221459222) | > loss_disc_real_0: 0.12255539745092392 (0.12886491567752822) | > loss_disc_real_1: 0.18540233373641968 (0.19217683905842653) | > loss_disc_real_2: 0.21813105046749115 (0.18886663464979198) | > loss_disc_real_3: 0.1944131851196289 (0.2031575866129206) | > loss_disc_real_4: 0.17941026389598846 (0.19820928453713998) | > loss_disc_real_5: 0.26263460516929626 (0.2032625214464363) | > loss_0: 2.288869619369507 (2.1852403221459222) | > grad_norm_0: tensor(51.9068, device='cuda:0') (tensor(37.1103, device='cuda:0')) | > loss_gen: 2.508089065551758 (2.811356481464431) | > loss_kl: 1.9028780460357666 (1.792848181450504) | > loss_feat: 7.617906093597412 (8.50584512469412) | > loss_mel: 13.2741060256958 (13.865720606398309) | > loss_duration: 1.688110113143921 (1.720045414464227) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.991090774536133 (28.6958157331094) | > grad_norm_1: tensor(1045.2605, device='cuda:0') (tensor(785.2508, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8132 (0.8387233142195076) | > loader_time: 0.0104 (0.010706679574374496)  --> TIME: 2025-05-09 00:26:35 -- STEP: 137/725 -- GLOBAL_STEP: 90950 | > loss_disc: 2.0018973350524902 (2.1790957563985005) | > loss_disc_real_0: 0.1039932370185852 (0.1285246428455749) | > loss_disc_real_1: 0.1725686639547348 (0.19220234388417565) | > loss_disc_real_2: 0.18260684609413147 (0.1881978127860675) | > loss_disc_real_3: 0.19464874267578125 (0.20194086117030927) | > loss_disc_real_4: 0.18881678581237793 (0.19817503710297774) | > loss_disc_real_5: 0.16976100206375122 (0.20232449341429412) | > loss_0: 2.0018973350524902 (2.1790957563985005) | > grad_norm_0: tensor(12.5865, device='cuda:0') (tensor(36.6957, device='cuda:0')) | > loss_gen: 3.034766674041748 (2.815037497638787) | > loss_kl: 1.8003261089324951 (1.777076132106085) | > loss_feat: 9.793400764465332 (8.516362517419523) | > loss_mel: 14.204826354980469 (13.843893816871365) | > loss_duration: 1.7195791006088257 (1.7211378142781502) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.552900314331055 (28.673507829652216) | > grad_norm_1: tensor(447.4850, device='cuda:0') (tensor(764.6569, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8379 (0.841912843885213) | > loader_time: 0.0097 (0.010829138929826497)  --> TIME: 2025-05-09 00:27:18 -- STEP: 187/725 -- GLOBAL_STEP: 91000 | > loss_disc: 2.3436012268066406 (2.1839258600683786) | > loss_disc_real_0: 0.16211070120334625 (0.12667525559663764) | > loss_disc_real_1: 0.19299571216106415 (0.19470341965795193) | > loss_disc_real_2: 0.181683748960495 (0.18940280098966106) | > loss_disc_real_3: 0.19420213997364044 (0.2019874193770362) | > loss_disc_real_4: 0.19550000131130219 (0.19818299976899661) | > loss_disc_real_5: 0.18290698528289795 (0.20222551921472193) | > loss_0: 2.3436012268066406 (2.1839258600683786) | > grad_norm_0: tensor(13.3902, device='cuda:0') (tensor(35.4037, device='cuda:0')) | > loss_gen: 2.3166260719299316 (2.805663175123898) | > loss_kl: 1.7362639904022217 (1.7746654455674524) | > loss_feat: 6.751580715179443 (8.465850781629422) | > loss_mel: 11.70716381072998 (13.811929044876507) | > loss_duration: 1.7337005138397217 (1.7210891030051492) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.245332717895508 (28.57919750111626) | > grad_norm_1: tensor(488.1313, device='cuda:0') (tensor(778.9252, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8321 (0.8433317194647968) | > loader_time: 0.012 (0.010665058452177818) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_91000.pth  --> TIME: 2025-05-09 00:28:03 -- STEP: 237/725 -- GLOBAL_STEP: 91050 | > loss_disc: 2.1817994117736816 (2.191183871357754) | > loss_disc_real_0: 0.11815257370471954 (0.12896390988605433) | > loss_disc_real_1: 0.19017507135868073 (0.19473598344165055) | > loss_disc_real_2: 0.20069833099842072 (0.1900898299262494) | > loss_disc_real_3: 0.19928078353405 (0.20256835014759733) | > loss_disc_real_4: 0.1935664266347885 (0.1986955732484407) | > loss_disc_real_5: 0.2086837887763977 (0.2016122550526752) | > loss_0: 2.1817994117736816 (2.191183871357754) | > grad_norm_0: tensor(27.3572, device='cuda:0') (tensor(36.2642, device='cuda:0')) | > loss_gen: 2.9853878021240234 (2.802365469027169) | > loss_kl: 1.8835499286651611 (1.769084248864701) | > loss_feat: 9.602639198303223 (8.443159777403874) | > loss_mel: 15.851696968078613 (13.783359020571165) | > loss_duration: 1.6951419115066528 (1.720603958966863) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.01841735839844 (28.518572416989613) | > grad_norm_1: tensor(1026.9396, device='cuda:0') (tensor(783.8230, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8229 (0.8457957330132335) | > loader_time: 0.0095 (0.010781966181244029)  --> TIME: 2025-05-09 00:28:46 -- STEP: 287/725 -- GLOBAL_STEP: 91100 | > loss_disc: 2.2791085243225098 (2.195418225348205) | > loss_disc_real_0: 0.16081102192401886 (0.1303326191854394) | > loss_disc_real_1: 0.18741096556186676 (0.19540194377874248) | > loss_disc_real_2: 0.19089598953723907 (0.190728956969773) | > loss_disc_real_3: 0.21936264634132385 (0.20279215634492212) | > loss_disc_real_4: 0.20170524716377258 (0.19844938409660753) | > loss_disc_real_5: 0.18686535954475403 (0.20221970393890285) | > loss_0: 2.2791085243225098 (2.195418225348205) | > grad_norm_0: tensor(45.8166, device='cuda:0') (tensor(36.4132, device='cuda:0')) | > loss_gen: 2.623643398284912 (2.793162933210047) | > loss_kl: 1.6178092956542969 (1.7707549046971656) | > loss_feat: 7.790746212005615 (8.417954341875133) | > loss_mel: 12.261157035827637 (13.767443025569051) | > loss_duration: 1.7399251461029053 (1.721350952307937) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.033281326293945 (28.47066614769062) | > grad_norm_1: tensor(1022.2190, device='cuda:0') (tensor(810.8730, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8172 (0.8448583946826149) | > loader_time: 0.0122 (0.010816606495023192)  --> TIME: 2025-05-09 00:29:29 -- STEP: 337/725 -- GLOBAL_STEP: 91150 | > loss_disc: 2.221865653991699 (2.195458884055255) | > loss_disc_real_0: 0.17243383824825287 (0.13143438054386872) | > loss_disc_real_1: 0.21169687807559967 (0.19552408711492839) | > loss_disc_real_2: 0.18264169991016388 (0.19051377426622892) | > loss_disc_real_3: 0.2092919945716858 (0.20261999699411476) | > loss_disc_real_4: 0.20392964780330658 (0.19806799889495183) | > loss_disc_real_5: 0.200741246342659 (0.20201051960359337) | > loss_0: 2.221865653991699 (2.195458884055255) | > grad_norm_0: tensor(75.8382, device='cuda:0') (tensor(37.4855, device='cuda:0')) | > loss_gen: 2.8680734634399414 (2.793850686500616) | > loss_kl: 1.8748068809509277 (1.7711565897797261) | > loss_feat: 8.472404479980469 (8.436314407371269) | > loss_mel: 13.980996131896973 (13.778470463851793) | > loss_duration: 1.7123521566390991 (1.7203123537652216) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.908634185791016 (28.500104491010266) | > grad_norm_1: tensor(1141.5422, device='cuda:0') (tensor(811.9351, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8771 (0.8457608590847661) | > loader_time: 0.0101 (0.010845139755339583)  --> TIME: 2025-05-09 00:30:13 -- STEP: 387/725 -- GLOBAL_STEP: 91200 | > loss_disc: 2.090885639190674 (2.1940390977440574) | > loss_disc_real_0: 0.07659009099006653 (0.13120730144262935) | > loss_disc_real_1: 0.22965197265148163 (0.19539024682778106) | > loss_disc_real_2: 0.21300458908081055 (0.1903210581889141) | > loss_disc_real_3: 0.19344371557235718 (0.20233296870569234) | > loss_disc_real_4: 0.18720132112503052 (0.19805138444561676) | > loss_disc_real_5: 0.1833183914422989 (0.20210503307423847) | > loss_0: 2.090885639190674 (2.1940390977440574) | > grad_norm_0: tensor(33.0626, device='cuda:0') (tensor(37.1103, device='cuda:0')) | > loss_gen: 2.9603323936462402 (2.794726176471364) | > loss_kl: 1.6348932981491089 (1.7688584715821019) | > loss_feat: 8.686179161071777 (8.429378217504924) | > loss_mel: 12.99015998840332 (13.771663774199572) | > loss_duration: 1.7847352027893066 (1.7205737043720808) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.05630111694336 (28.48520033488902) | > grad_norm_1: tensor(583.1066, device='cuda:0') (tensor(808.9394, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8677 (0.845992257736758) | > loader_time: 0.0123 (0.010895380986137291)  --> TIME: 2025-05-09 00:30:55 -- STEP: 437/725 -- GLOBAL_STEP: 91250 | > loss_disc: 2.296359062194824 (2.1968575563256203) | > loss_disc_real_0: 0.15217120945453644 (0.13140896288358384) | > loss_disc_real_1: 0.2017306238412857 (0.19561886037241677) | > loss_disc_real_2: 0.19764618575572968 (0.19054100746011848) | > loss_disc_real_3: 0.19848757982254028 (0.2025146015857941) | > loss_disc_real_4: 0.20392383635044098 (0.198237067399636) | > loss_disc_real_5: 0.24987681210041046 (0.20224467659842227) | > loss_0: 2.296359062194824 (2.1968575563256203) | > grad_norm_0: tensor(21.3899, device='cuda:0') (tensor(36.7693, device='cuda:0')) | > loss_gen: 2.760331392288208 (2.7977805437703416) | > loss_kl: 1.7489745616912842 (1.76624432008381) | > loss_feat: 8.088850021362305 (8.423956278532536) | > loss_mel: 14.107501983642578 (13.763837277480066) | > loss_duration: 1.6783846616744995 (1.7200689108475395) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.384044647216797 (28.471887317893163) | > grad_norm_1: tensor(1023.4590, device='cuda:0') (tensor(786.0822, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8739 (0.8454953909465869) | > loader_time: 0.0098 (0.010875214155533221)  --> TIME: 2025-05-09 00:31:39 -- STEP: 487/725 -- GLOBAL_STEP: 91300 | > loss_disc: 2.184636354446411 (2.2015135053246913) | > loss_disc_real_0: 0.17093072831630707 (0.13207326026239438) | > loss_disc_real_1: 0.19296476244926453 (0.1960898518745904) | > loss_disc_real_2: 0.19865643978118896 (0.1910457439123973) | > loss_disc_real_3: 0.19482523202896118 (0.20274040788350897) | > loss_disc_real_4: 0.21567273139953613 (0.19858340998572246) | > loss_disc_real_5: 0.23361364006996155 (0.2025650181258728) | > loss_0: 2.184636354446411 (2.2015135053246913) | > grad_norm_0: tensor(43.9625, device='cuda:0') (tensor(36.6515, device='cuda:0')) | > loss_gen: 2.825786828994751 (2.789347737721593) | > loss_kl: 1.5895204544067383 (1.7625863784637292) | > loss_feat: 7.999025344848633 (8.37637174888312) | > loss_mel: 13.601946830749512 (13.73975610635119) | > loss_duration: 1.7081379890441895 (1.720956382075864) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.724416732788086 (28.389018334892008) | > grad_norm_1: tensor(765.4135, device='cuda:0') (tensor(790.1287, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8079 (0.8467187269512388) | > loader_time: 0.0092 (0.010878047903949965)  --> TIME: 2025-05-09 00:32:22 -- STEP: 537/725 -- GLOBAL_STEP: 91350 | > loss_disc: 2.1294522285461426 (2.1974572995521506) | > loss_disc_real_0: 0.14828082919120789 (0.13096103799187717) | > loss_disc_real_1: 0.1794441193342209 (0.19590558247637255) | > loss_disc_real_2: 0.15462586283683777 (0.19114030681175906) | > loss_disc_real_3: 0.21100324392318726 (0.20239981404007923) | > loss_disc_real_4: 0.23224513232707977 (0.19843485682259288) | > loss_disc_real_5: 0.1952449381351471 (0.20196402722230833) | > loss_0: 2.1294522285461426 (2.1974572995521506) | > grad_norm_0: tensor(92.4359, device='cuda:0') (tensor(36.7367, device='cuda:0')) | > loss_gen: 2.981049060821533 (2.7968789985060023) | > loss_kl: 1.6711410284042358 (1.764718810051291) | > loss_feat: 9.339483261108398 (8.404993652187457) | > loss_mel: 14.432902336120605 (13.76946937482894) | > loss_duration: 1.7459065914154053 (1.7212652096757233) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.170482635498047 (28.457326022384333) | > grad_norm_1: tensor(960.0591, device='cuda:0') (tensor(784.8967, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8545 (0.8469639388320609) | > loader_time: 0.0102 (0.010862718525323566)  --> TIME: 2025-05-09 00:33:05 -- STEP: 587/725 -- GLOBAL_STEP: 91400 | > loss_disc: 2.2046637535095215 (2.198731114348521) | > loss_disc_real_0: 0.12229324132204056 (0.13126272365476246) | > loss_disc_real_1: 0.2023053616285324 (0.19586699124698537) | > loss_disc_real_2: 0.1929732710123062 (0.19134729747776283) | > loss_disc_real_3: 0.20512443780899048 (0.20249150754341266) | > loss_disc_real_4: 0.21212978661060333 (0.19835137668521088) | > loss_disc_real_5: 0.20587989687919617 (0.20208450496907523) | > loss_0: 2.2046637535095215 (2.198731114348521) | > grad_norm_0: tensor(30.4852, device='cuda:0') (tensor(36.4212, device='cuda:0')) | > loss_gen: 2.71549916267395 (2.7937860346734005) | > loss_kl: 1.618389368057251 (1.764700539676659) | > loss_feat: 8.066828727722168 (8.393868566574788) | > loss_mel: 13.094924926757812 (13.753084106380324) | > loss_duration: 1.68123459815979 (1.720862314891978) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.176877975463867 (28.426301540264284) | > grad_norm_1: tensor(1116.4124, device='cuda:0') (tensor(786.9531, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8543 (0.8466175329543054) | > loader_time: 0.0121 (0.010871643102148727)  --> TIME: 2025-05-09 00:33:48 -- STEP: 637/725 -- GLOBAL_STEP: 91450 | > loss_disc: 2.202284336090088 (2.2005506072725574) | > loss_disc_real_0: 0.17990930378437042 (0.1319715856827409) | > loss_disc_real_1: 0.1850476861000061 (0.19595865743875124) | > loss_disc_real_2: 0.2021448314189911 (0.19138185340718156) | > loss_disc_real_3: 0.19879527390003204 (0.20261328404234175) | > loss_disc_real_4: 0.1865505576133728 (0.19844550710738748) | > loss_disc_real_5: 0.2135821133852005 (0.20203195180118172) | > loss_0: 2.202284336090088 (2.2005506072725574) | > grad_norm_0: tensor(43.9950, device='cuda:0') (tensor(36.3912, device='cuda:0')) | > loss_gen: 2.7795138359069824 (2.7911752112432016) | > loss_kl: 1.9193168878555298 (1.7670657256708782) | > loss_feat: 8.010005950927734 (8.372365539077675) | > loss_mel: 13.183589935302734 (13.734698592025781) | > loss_duration: 1.6806679964065552 (1.7204276194190684) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.573095321655273 (28.38573268069952) | > grad_norm_1: tensor(1189.5116, device='cuda:0') (tensor(789.8502, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8365 (0.84652351809072) | > loader_time: 0.0097 (0.010890524653100893)  --> TIME: 2025-05-09 00:34:31 -- STEP: 687/725 -- GLOBAL_STEP: 91500 | > loss_disc: 2.2587950229644775 (2.1983582093726084) | > loss_disc_real_0: 0.13761326670646667 (0.13143822324111126) | > loss_disc_real_1: 0.17992092669010162 (0.19571164037809968) | > loss_disc_real_2: 0.19804947078227997 (0.19126002048040583) | > loss_disc_real_3: 0.19064727425575256 (0.2027691248722991) | > loss_disc_real_4: 0.1854780614376068 (0.19824598271947427) | > loss_disc_real_5: 0.20394042134284973 (0.20172294414720157) | > loss_0: 2.2587950229644775 (2.1983582093726084) | > grad_norm_0: tensor(75.2633, device='cuda:0') (tensor(36.1012, device='cuda:0')) | > loss_gen: 2.596961498260498 (2.7936210656617213) | > loss_kl: 1.6840860843658447 (1.7689521302302325) | > loss_feat: 7.543230056762695 (8.392292145558308) | > loss_mel: 12.88944149017334 (13.759839679823518) | > loss_duration: 1.7195115089416504 (1.7198919215750663) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.433229446411133 (28.434596940419564) | > grad_norm_1: tensor(1019.6560, device='cuda:0') (tensor(788.2662, device='cuda:0')) | > current_lr_0: 0.00019845589462876104 | > current_lr_1: 0.00019845589462876104 | > step_time: 0.8747 (0.8463000067803887) | > loader_time: 0.0102 (0.010919207221729444)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1793978214263916 (2.1793978214263916) | > loss_disc_real_0: 0.09815240651369095 (0.09815240651369095) | > loss_disc_real_1: 0.1960875242948532 (0.1960875242948532) | > loss_disc_real_2: 0.15308931469917297 (0.15308931469917297) | > loss_disc_real_3: 0.2290588915348053 (0.2290588915348053) | > loss_disc_real_4: 0.22866743803024292 (0.22866743803024292) | > loss_disc_real_5: 0.24753348529338837 (0.24753348529338837) | > loss_0: 2.1793978214263916 (2.1793978214263916) | > loss_gen: 2.675997495651245 (2.675997495651245) | > loss_kl: 1.7662602663040161 (1.7662602663040161) | > loss_feat: 9.026995658874512 (9.026995658874512) | > loss_mel: 15.670280456542969 (15.670280456542969) | > loss_duration: 1.6897109746932983 (1.6897109746932983) | > loss_1: 30.829242706298828 (30.829242706298828)  --> STEP: 1 | > loss_disc: 2.3279147148132324 (2.3279147148132324) | > loss_disc_real_0: 0.11406967043876648 (0.11406967043876648) | > loss_disc_real_1: 0.1939137578010559 (0.1939137578010559) | > loss_disc_real_2: 0.16793490946292877 (0.16793490946292877) | > loss_disc_real_3: 0.22108539938926697 (0.22108539938926697) | > loss_disc_real_4: 0.20991113781929016 (0.20991113781929016) | > loss_disc_real_5: 0.25939613580703735 (0.25939613580703735) | > loss_0: 2.3279147148132324 (2.3279147148132324) | > loss_gen: 2.3649675846099854 (2.3649675846099854) | > loss_kl: 2.0529942512512207 (2.0529942512512207) | > loss_feat: 7.503731727600098 (7.503731727600098) | > loss_mel: 13.8579683303833 (13.8579683303833) | > loss_duration: 1.7546635866165161 (1.7546635866165161) | > loss_1: 27.534326553344727 (27.534326553344727)  --> STEP: 2 | > loss_disc: 2.181293249130249 (2.2546039819717407) | > loss_disc_real_0: 0.10523069649934769 (0.10965018346905708) | > loss_disc_real_1: 0.19872814416885376 (0.19632095098495483) | > loss_disc_real_2: 0.14130541682243347 (0.15462016314268112) | > loss_disc_real_3: 0.204695463180542 (0.21289043128490448) | > loss_disc_real_4: 0.2053770124912262 (0.20764407515525818) | > loss_disc_real_5: 0.2222125232219696 (0.24080432951450348) | > loss_0: 2.181293249130249 (2.2546039819717407) | > loss_gen: 2.4914629459381104 (2.428215265274048) | > loss_kl: 1.8448727130889893 (1.948933482170105) | > loss_feat: 8.200154304504395 (7.851943016052246) | > loss_mel: 14.64068603515625 (14.249327182769775) | > loss_duration: 1.823633074760437 (1.7891483306884766) | > loss_1: 29.000808715820312 (28.26756763458252)  --> STEP: 3 | > loss_disc: 2.279979944229126 (2.2630626360575357) | > loss_disc_real_0: 0.1142963171005249 (0.11119889467954636) | > loss_disc_real_1: 0.2093939185142517 (0.2006786068280538) | > loss_disc_real_2: 0.16827352344989777 (0.15917128324508667) | > loss_disc_real_3: 0.20548637211322784 (0.21042241156101227) | > loss_disc_real_4: 0.20791354775428772 (0.2077338993549347) | > loss_disc_real_5: 0.237529456615448 (0.23971270521481833) | > loss_0: 2.279979944229126 (2.2630626360575357) | > loss_gen: 2.4284753799438477 (2.428301970163981) | > loss_kl: 1.937820553779602 (1.945229172706604) | > loss_feat: 7.372867584228516 (7.692251205444336) | > loss_mel: 13.537797927856445 (14.012150764465332) | > loss_duration: 1.803227424621582 (1.7938413619995117) | > loss_1: 27.080188751220703 (27.871774673461914)  --> STEP: 4 | > loss_disc: 2.3083672523498535 (2.2743887901306152) | > loss_disc_real_0: 0.09012798219919205 (0.10593116655945778) | > loss_disc_real_1: 0.2120363414287567 (0.20351804047822952) | > loss_disc_real_2: 0.15603019297122955 (0.1583860106766224) | > loss_disc_real_3: 0.22579450905323029 (0.21426543593406677) | > loss_disc_real_4: 0.26508650183677673 (0.2220720499753952) | > loss_disc_real_5: 0.25028374791145325 (0.24235546588897705) | > loss_0: 2.3083672523498535 (2.2743887901306152) | > loss_gen: 2.5703444480895996 (2.4638125896453857) | > loss_kl: 1.864794373512268 (1.92512047290802) | > loss_feat: 9.116677284240723 (8.048357725143433) | > loss_mel: 15.765579223632812 (14.450507879257202) | > loss_duration: 1.7415748834609985 (1.7807747423648834) | > loss_1: 31.058971405029297 (28.66857385635376) --> EVAL PERFORMANCE | > avg_loader_time: 0.2835157513618469 (-0.0027118921279907227) | > avg_loss_disc: 2.2743887901306152 (+0.11374640464782715) | > avg_loss_disc_real_0: 0.10593116655945778 (-0.019946053624153137) | > avg_loss_disc_real_1: 0.20351804047822952 (-0.02006964385509491) | > avg_loss_disc_real_2: 0.1583860106766224 (-0.01662895455956459) | > avg_loss_disc_real_3: 0.21426543593406677 (-0.009524211287498474) | > avg_loss_disc_real_4: 0.2220720499753952 (-0.00044260546565055847) | > avg_loss_disc_real_5: 0.24235546588897705 (-5.470588803291321e-05) | > avg_loss_0: 2.2743887901306152 (+0.11374640464782715) | > avg_loss_gen: 2.4638125896453857 (-0.45624101161956787) | > avg_loss_kl: 1.92512047290802 (-0.020575016736984253) | > avg_loss_feat: 8.048357725143433 (-0.5902206897735596) | > avg_loss_mel: 14.450507879257202 (+0.5501577854156494) | > avg_loss_duration: 1.7807747423648834 (+0.0057350099086761475) | > avg_loss_1: 28.66857385635376 (-0.511143684387207)  > EPOCH: 63/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 00:35:11)   --> TIME: 2025-05-09 00:35:23 -- STEP: 12/725 -- GLOBAL_STEP: 91550 | > loss_disc: 1.9586033821105957 (2.130324254433314) | > loss_disc_real_0: 0.10664486140012741 (0.11474320044120152) | > loss_disc_real_1: 0.17477621138095856 (0.18898005038499832) | > loss_disc_real_2: 0.18128013610839844 (0.18419794862469038) | > loss_disc_real_3: 0.18131576478481293 (0.20476814235250154) | > loss_disc_real_4: 0.1915300488471985 (0.19217727705836296) | > loss_disc_real_5: 0.18050631880760193 (0.1955872823794683) | > loss_0: 1.9586033821105957 (2.130324254433314) | > grad_norm_0: tensor(23.0941, device='cuda:0') (tensor(37.6583, device='cuda:0')) | > loss_gen: 3.3128745555877686 (2.8888878424962363) | > loss_kl: 1.7502026557922363 (1.7365484138329823) | > loss_feat: 10.167569160461426 (8.73586893081665) | > loss_mel: 16.432647705078125 (14.061373392740885) | > loss_duration: 1.7471721172332764 (1.7166274785995483) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.410465240478516 (29.13930590947469) | > grad_norm_1: tensor(742.3869, device='cuda:0') (tensor(868.1716, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8352 (0.8373921116193136) | > loader_time: 0.0108 (0.010259409745534262)  --> TIME: 2025-05-09 00:36:07 -- STEP: 62/725 -- GLOBAL_STEP: 91600 | > loss_disc: 2.232527256011963 (2.171674282320085) | > loss_disc_real_0: 0.08736715465784073 (0.12160685994932728) | > loss_disc_real_1: 0.20436087250709534 (0.1941155245707881) | > loss_disc_real_2: 0.20398175716400146 (0.19206852898482354) | > loss_disc_real_3: 0.20816351473331451 (0.20273273966966138) | > loss_disc_real_4: 0.19273249804973602 (0.1961937729389437) | > loss_disc_real_5: 0.20929834246635437 (0.19881033969502296) | > loss_0: 2.232527256011963 (2.171674282320085) | > grad_norm_0: tensor(42.0200, device='cuda:0') (tensor(38.5188, device='cuda:0')) | > loss_gen: 2.7033746242523193 (2.8413177344106857) | > loss_kl: 1.4820595979690552 (1.7619295504785353) | > loss_feat: 7.313036918640137 (8.497345416776598) | > loss_mel: 12.611459732055664 (13.810104970009096) | > loss_duration: 1.7652665376663208 (1.7140541864979653) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.87519645690918 (28.624751921622984) | > grad_norm_1: tensor(610.9806, device='cuda:0') (tensor(783.9565, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.85 (0.8496307249992124) | > loader_time: 0.0097 (0.010464095300243744)  --> TIME: 2025-05-09 00:36:50 -- STEP: 112/725 -- GLOBAL_STEP: 91650 | > loss_disc: 2.2736408710479736 (2.169985696673394) | > loss_disc_real_0: 0.14035256206989288 (0.11897946521639824) | > loss_disc_real_1: 0.1896665245294571 (0.1941109485924244) | > loss_disc_real_2: 0.19052860140800476 (0.19087554341448212) | > loss_disc_real_3: 0.20329315960407257 (0.20260584141526902) | > loss_disc_real_4: 0.19098494946956635 (0.1974966950448496) | > loss_disc_real_5: 0.20348604023456573 (0.20049784545387542) | > loss_0: 2.2736408710479736 (2.169985696673394) | > grad_norm_0: tensor(38.8070, device='cuda:0') (tensor(35.7002, device='cuda:0')) | > loss_gen: 2.583564519882202 (2.8328818891729637) | > loss_kl: 1.6132906675338745 (1.7600691627178873) | > loss_feat: 7.045993328094482 (8.46882188745907) | > loss_mel: 11.779911994934082 (13.792584504399981) | > loss_duration: 1.7250748872756958 (1.7187959615673343) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.747835159301758 (28.573153376579285) | > grad_norm_1: tensor(1033.7654, device='cuda:0') (tensor(793.1301, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8281 (0.8496363141707012) | > loader_time: 0.0113 (0.01057381289345878)  --> TIME: 2025-05-09 00:37:33 -- STEP: 162/725 -- GLOBAL_STEP: 91700 | > loss_disc: 2.2227566242218018 (2.1787895714795145) | > loss_disc_real_0: 0.1403965801000595 (0.12119252105921875) | > loss_disc_real_1: 0.19433505833148956 (0.19517353075889893) | > loss_disc_real_2: 0.20160605013370514 (0.1906782285666761) | > loss_disc_real_3: 0.20325031876564026 (0.2027724594981582) | > loss_disc_real_4: 0.21939490735530853 (0.19835306225735463) | > loss_disc_real_5: 0.2337096780538559 (0.2011775165612315) | > loss_0: 2.2227566242218018 (2.1787895714795145) | > grad_norm_0: tensor(28.1521, device='cuda:0') (tensor(35.9678, device='cuda:0')) | > loss_gen: 2.850625514984131 (2.8317479645764396) | > loss_kl: 1.7570143938064575 (1.7479973803331823) | > loss_feat: 8.442390441894531 (8.476039047594417) | > loss_mel: 13.312967300415039 (13.759603518026847) | > loss_duration: 1.6726633310317993 (1.7191320576785527) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.035659790039062 (28.534519925529573) | > grad_norm_1: tensor(574.8148, device='cuda:0') (tensor(772.7827, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.828 (0.8484732648472727) | > loader_time: 0.0107 (0.010595451166600357)  --> TIME: 2025-05-09 00:38:16 -- STEP: 212/725 -- GLOBAL_STEP: 91750 | > loss_disc: 2.09965443611145 (2.1861266100181718) | > loss_disc_real_0: 0.13489387929439545 (0.12360715813372496) | > loss_disc_real_1: 0.17528079450130463 (0.19490976990112718) | > loss_disc_real_2: 0.18457122147083282 (0.19100199365672083) | > loss_disc_real_3: 0.19592110812664032 (0.20279948300910447) | > loss_disc_real_4: 0.1823301911354065 (0.19888169747197404) | > loss_disc_real_5: 0.22241643071174622 (0.2019394063302931) | > loss_0: 2.09965443611145 (2.1861266100181718) | > grad_norm_0: tensor(42.9150, device='cuda:0') (tensor(35.2858, device='cuda:0')) | > loss_gen: 2.9479289054870605 (2.812809908165123) | > loss_kl: 1.6606718301773071 (1.7496626343367234) | > loss_feat: 9.630293846130371 (8.423126740275682) | > loss_mel: 15.087457656860352 (13.718477222154725) | > loss_duration: 1.73830246925354 (1.7184848897861986) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.064655303955078 (28.422561375599987) | > grad_norm_1: tensor(979.6630, device='cuda:0') (tensor(766.1938, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8588 (0.8489162348351389) | > loader_time: 0.0104 (0.010701207619793008)  --> TIME: 2025-05-09 00:38:59 -- STEP: 262/725 -- GLOBAL_STEP: 91800 | > loss_disc: 2.3221595287323 (2.189793043919191) | > loss_disc_real_0: 0.11051365733146667 (0.1251679240576638) | > loss_disc_real_1: 0.19497309625148773 (0.19518970851679796) | > loss_disc_real_2: 0.1993185579776764 (0.1911142608932867) | > loss_disc_real_3: 0.23401714861392975 (0.20320105808609315) | > loss_disc_real_4: 0.1924157589673996 (0.19903954397176057) | > loss_disc_real_5: 0.20766973495483398 (0.20150723956695948) | > loss_0: 2.3221595287323 (2.189793043919191) | > grad_norm_0: tensor(29.9228, device='cuda:0') (tensor(35.2963, device='cuda:0')) | > loss_gen: 2.607517719268799 (2.805127280359051) | > loss_kl: 1.8851211071014404 (1.7537628685245077) | > loss_feat: 8.473001480102539 (8.395593237330889) | > loss_mel: 14.607624053955078 (13.700800167695256) | > loss_duration: 1.6992120742797852 (1.7195946738010146) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.272476196289062 (28.374878199045895) | > grad_norm_1: tensor(182.7742, device='cuda:0') (tensor(772.1285, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.9226 (0.8484592510543707) | > loader_time: 0.0102 (0.010698725249021107)  --> TIME: 2025-05-09 00:39:43 -- STEP: 312/725 -- GLOBAL_STEP: 91850 | > loss_disc: 2.075761318206787 (2.196149389331156) | > loss_disc_real_0: 0.12493428587913513 (0.12729864326329568) | > loss_disc_real_1: 0.18664243817329407 (0.1956003142090944) | > loss_disc_real_2: 0.16731037199497223 (0.1910672256102165) | > loss_disc_real_3: 0.2394767850637436 (0.20361673263594118) | > loss_disc_real_4: 0.18463104963302612 (0.19935653984355617) | > loss_disc_real_5: 0.20637837052345276 (0.20216169193960157) | > loss_0: 2.075761318206787 (2.196149389331156) | > grad_norm_0: tensor(15.5718, device='cuda:0') (tensor(34.4816, device='cuda:0')) | > loss_gen: 2.793757438659668 (2.7942473330558877) | > loss_kl: 1.5856518745422363 (1.7493604463644516) | > loss_feat: 9.140438079833984 (8.366797043726987) | > loss_mel: 15.108118057250977 (13.68887016406426) | > loss_duration: 1.719843864440918 (1.718721860494369) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.347808837890625 (28.31799683204064) | > grad_norm_1: tensor(669.1901, device='cuda:0') (tensor(753.6917, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8465 (0.8489625346966279) | > loader_time: 0.0117 (0.010743342913114103)  --> TIME: 2025-05-09 00:40:26 -- STEP: 362/725 -- GLOBAL_STEP: 91900 | > loss_disc: 2.381943464279175 (2.1985985195439173) | > loss_disc_real_0: 0.17758993804454803 (0.1289791481785517) | > loss_disc_real_1: 0.18363769352436066 (0.19537207101425416) | > loss_disc_real_2: 0.19663269817829132 (0.19162641045796944) | > loss_disc_real_3: 0.19526393711566925 (0.20316612267691778) | > loss_disc_real_4: 0.17812232673168182 (0.19910713396349003) | > loss_disc_real_5: 0.20261144638061523 (0.2019328595607321) | > loss_0: 2.381943464279175 (2.1985985195439173) | > grad_norm_0: tensor(10.3672, device='cuda:0') (tensor(34.4235, device='cuda:0')) | > loss_gen: 2.6397061347961426 (2.7918662405804398) | > loss_kl: 1.7927623987197876 (1.7552880322076998) | > loss_feat: 7.3684563636779785 (8.36887653756536) | > loss_mel: 13.099971771240234 (13.695595037871303) | > loss_duration: 1.6559935808181763 (1.7175555950370283) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.5568904876709 (28.329181434041228) | > grad_norm_1: tensor(391.4754, device='cuda:0') (tensor(759.6423, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8412 (0.8503169460191252) | > loader_time: 0.0102 (0.010764849778696964)  --> TIME: 2025-05-09 00:41:10 -- STEP: 412/725 -- GLOBAL_STEP: 91950 | > loss_disc: 2.178105115890503 (2.202268294917729) | > loss_disc_real_0: 0.15994511544704437 (0.1307345945026399) | > loss_disc_real_1: 0.19010409712791443 (0.19558645267654395) | > loss_disc_real_2: 0.18413302302360535 (0.19151234926963323) | > loss_disc_real_3: 0.23157832026481628 (0.20343690463206135) | > loss_disc_real_4: 0.21044084429740906 (0.1989929569722379) | > loss_disc_real_5: 0.21170121431350708 (0.20216510217021977) | > loss_0: 2.178105115890503 (2.202268294917729) | > grad_norm_0: tensor(31.5190, device='cuda:0') (tensor(34.4055, device='cuda:0')) | > loss_gen: 2.959961175918579 (2.7928081889754384) | > loss_kl: 1.9093657732009888 (1.760738077383597) | > loss_feat: 8.111469268798828 (8.36852541710566) | > loss_mel: 13.417327880859375 (13.709300321282692) | > loss_duration: 1.7224230766296387 (1.718068752184655) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.120548248291016 (28.34944076445496) | > grad_norm_1: tensor(960.2175, device='cuda:0') (tensor(748.9102, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8419 (0.8505921479567741) | > loader_time: 0.0109 (0.010795101957413745)  --> TIME: 2025-05-09 00:41:53 -- STEP: 462/725 -- GLOBAL_STEP: 92000 | > loss_disc: 2.28043270111084 (2.2028608554369447) | > loss_disc_real_0: 0.1325152963399887 (0.1313173099062143) | > loss_disc_real_1: 0.1842641532421112 (0.19528858408783425) | > loss_disc_real_2: 0.18549147248268127 (0.1919972482762296) | > loss_disc_real_3: 0.19437704980373383 (0.20319607747452592) | > loss_disc_real_4: 0.2355974018573761 (0.19896194512967935) | > loss_disc_real_5: 0.17861878871917725 (0.20217222878427224) | > loss_0: 2.28043270111084 (2.2028608554369447) | > grad_norm_0: tensor(31.9330, device='cuda:0') (tensor(34.5037, device='cuda:0')) | > loss_gen: 2.5763444900512695 (2.7904989822602393) | > loss_kl: 1.6739572286605835 (1.7628786065877775) | > loss_feat: 7.546247959136963 (8.371616712380273) | > loss_mel: 13.50255012512207 (13.72288567472846) | > loss_duration: 1.7674568891525269 (1.7187147961034404) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.06655502319336 (28.366594789348124) | > grad_norm_1: tensor(1058.3840, device='cuda:0') (tensor(751.9082, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.7882 (0.8500580080659874) | > loader_time: 0.0124 (0.01077088907167508) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_92000.pth  --> TIME: 2025-05-09 00:42:38 -- STEP: 512/725 -- GLOBAL_STEP: 92050 | > loss_disc: 2.096937894821167 (2.2003504396416247) | > loss_disc_real_0: 0.07249907404184341 (0.13119232711323997) | > loss_disc_real_1: 0.17652572691440582 (0.19523544859839606) | > loss_disc_real_2: 0.1734040230512619 (0.19203317648498347) | > loss_disc_real_3: 0.20550665259361267 (0.2029272057116031) | > loss_disc_real_4: 0.19838102161884308 (0.19866183024714698) | > loss_disc_real_5: 0.17434468865394592 (0.20168072200613102) | > loss_0: 2.096937894821167 (2.2003504396416247) | > grad_norm_0: tensor(12.6502, device='cuda:0') (tensor(34.0317, device='cuda:0')) | > loss_gen: 2.8590428829193115 (2.792662546969952) | > loss_kl: 1.7508474588394165 (1.7637487235479057) | > loss_feat: 8.504073143005371 (8.382794012315566) | > loss_mel: 13.605052947998047 (13.738847831264138) | > loss_duration: 1.6801475286483765 (1.7195806696545333) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.3991641998291 (28.39763380587101) | > grad_norm_1: tensor(412.0201, device='cuda:0') (tensor(749.9915, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8435 (0.8499802672304213) | > loader_time: 0.0118 (0.010766504798084489)  --> TIME: 2025-05-09 00:43:21 -- STEP: 562/725 -- GLOBAL_STEP: 92100 | > loss_disc: 2.029139280319214 (2.199733670283892) | > loss_disc_real_0: 0.0989997386932373 (0.1313111178272028) | > loss_disc_real_1: 0.20917217433452606 (0.19523831796285523) | > loss_disc_real_2: 0.19316068291664124 (0.19192297144186457) | > loss_disc_real_3: 0.22733499109745026 (0.20286345988299917) | > loss_disc_real_4: 0.18473033607006073 (0.19870764520881015) | > loss_disc_real_5: 0.17839056253433228 (0.20161125220331863) | > loss_0: 2.029139280319214 (2.199733670283892) | > grad_norm_0: tensor(12.1190, device='cuda:0') (tensor(33.9403, device='cuda:0')) | > loss_gen: 3.0001890659332275 (2.7934440022261557) | > loss_kl: 1.6688538789749146 (1.7654425467884842) | > loss_feat: 9.712620735168457 (8.390772205230599) | > loss_mel: 14.266990661621094 (13.756259127443792) | > loss_duration: 1.683741569519043 (1.7196031393105449) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.332393646240234 (28.425521042847553) | > grad_norm_1: tensor(718.7474, device='cuda:0') (tensor(756.2509, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8901 (0.8492798444639321) | > loader_time: 0.0096 (0.010756753517639583)  --> TIME: 2025-05-09 00:44:04 -- STEP: 612/725 -- GLOBAL_STEP: 92150 | > loss_disc: 2.2355258464813232 (2.198113309986453) | > loss_disc_real_0: 0.14630860090255737 (0.13126014199205274) | > loss_disc_real_1: 0.200820192694664 (0.19520469448145697) | > loss_disc_real_2: 0.20441275835037231 (0.19183631005143034) | > loss_disc_real_3: 0.18568585813045502 (0.20271503172960934) | > loss_disc_real_4: 0.18122334778308868 (0.1983306251612363) | > loss_disc_real_5: 0.181502103805542 (0.20148370609758734) | > loss_0: 2.2355258464813232 (2.198113309986453) | > grad_norm_0: tensor(29.8941, device='cuda:0') (tensor(33.9400, device='cuda:0')) | > loss_gen: 2.6110103130340576 (2.79394258003609) | > loss_kl: 1.8167428970336914 (1.7621235025474453) | > loss_feat: 7.5479736328125 (8.408918180496867) | > loss_mel: 11.776620864868164 (13.780228139528257) | > loss_duration: 1.6406573057174683 (1.7191440655904657) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.39300537109375 (28.464356503455473) | > grad_norm_1: tensor(492.0024, device='cuda:0') (tensor(760.6855, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8153 (0.8490695688459612) | > loader_time: 0.0095 (0.010758978479048775)  --> TIME: 2025-05-09 00:44:47 -- STEP: 662/725 -- GLOBAL_STEP: 92200 | > loss_disc: 2.333984613418579 (2.1991474446573305) | > loss_disc_real_0: 0.16167323291301727 (0.13170075192034605) | > loss_disc_real_1: 0.21936731040477753 (0.19510728537226008) | > loss_disc_real_2: 0.18707409501075745 (0.19179310744172498) | > loss_disc_real_3: 0.20907895267009735 (0.20274234869238833) | > loss_disc_real_4: 0.19939865171909332 (0.19823018081058544) | > loss_disc_real_5: 0.21214702725410461 (0.20169694570886412) | > loss_0: 2.333984613418579 (2.1991474446573305) | > grad_norm_0: tensor(18.3105, device='cuda:0') (tensor(34.0401, device='cuda:0')) | > loss_gen: 2.568718433380127 (2.793511504853239) | > loss_kl: 1.70597505569458 (1.7627494517049764) | > loss_feat: 6.449882507324219 (8.401538925228525) | > loss_mel: 11.273101806640625 (13.783132815288988) | > loss_duration: 1.7249581813812256 (1.7195374870228264) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.72263526916504 (28.46047020246616) | > grad_norm_1: tensor(671.5682, device='cuda:0') (tensor(761.6889, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8773 (0.8485924329642446) | > loader_time: 0.0132 (0.010786795544120115)  --> TIME: 2025-05-09 00:45:31 -- STEP: 712/725 -- GLOBAL_STEP: 92250 | > loss_disc: 2.35955810546875 (2.2003908713212184) | > loss_disc_real_0: 0.16187691688537598 (0.1322729334266585) | > loss_disc_real_1: 0.1990571916103363 (0.1952566715229428) | > loss_disc_real_2: 0.16448774933815002 (0.19176182458491137) | > loss_disc_real_3: 0.195162832736969 (0.20265211014265425) | > loss_disc_real_4: 0.20469880104064941 (0.1980968799149052) | > loss_disc_real_5: 0.17142772674560547 (0.20173453495659863) | > loss_0: 2.35955810546875 (2.2003908713212184) | > grad_norm_0: tensor(52.0621, device='cuda:0') (tensor(34.2122, device='cuda:0')) | > loss_gen: 2.54584002494812 (2.791133354888871) | > loss_kl: 1.8332170248031616 (1.7618224311075856) | > loss_feat: 7.511927127838135 (8.399033733967988) | > loss_mel: 13.576004981994629 (13.791279782070198) | > loss_duration: 1.7265251874923706 (1.7192165051283461) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.193513870239258 (28.462485822399017) | > grad_norm_1: tensor(329.9099, device='cuda:0') (tensor(769.5076, device='cuda:0')) | > current_lr_0: 0.00019843108764193245 | > current_lr_1: 0.00019843108764193245 | > step_time: 0.8324 (0.8495202446251776) | > loader_time: 0.0123 (0.010807738210378054)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2357609272003174 (2.2357609272003174) | > loss_disc_real_0: 0.13000382483005524 (0.13000382483005524) | > loss_disc_real_1: 0.23220238089561462 (0.23220238089561462) | > loss_disc_real_2: 0.17333045601844788 (0.17333045601844788) | > loss_disc_real_3: 0.20785997807979584 (0.20785997807979584) | > loss_disc_real_4: 0.18201734125614166 (0.18201734125614166) | > loss_disc_real_5: 0.28608438372612 (0.28608438372612) | > loss_0: 2.2357609272003174 (2.2357609272003174) | > loss_gen: 2.684748888015747 (2.684748888015747) | > loss_kl: 1.9467295408248901 (1.9467295408248901) | > loss_feat: 8.574697494506836 (8.574697494506836) | > loss_mel: 14.436781883239746 (14.436781883239746) | > loss_duration: 1.6878373622894287 (1.6878373622894287) | > loss_1: 29.33079719543457 (29.33079719543457)  --> STEP: 1 | > loss_disc: 2.257636547088623 (2.257636547088623) | > loss_disc_real_0: 0.1354122906923294 (0.1354122906923294) | > loss_disc_real_1: 0.22364017367362976 (0.22364017367362976) | > loss_disc_real_2: 0.18669909238815308 (0.18669909238815308) | > loss_disc_real_3: 0.21481375396251678 (0.21481375396251678) | > loss_disc_real_4: 0.19332526624202728 (0.19332526624202728) | > loss_disc_real_5: 0.2866981029510498 (0.2866981029510498) | > loss_0: 2.257636547088623 (2.257636547088623) | > loss_gen: 2.735607624053955 (2.735607624053955) | > loss_kl: 2.0328829288482666 (2.0328829288482666) | > loss_feat: 8.3209810256958 (8.3209810256958) | > loss_mel: 14.629183769226074 (14.629183769226074) | > loss_duration: 1.7556381225585938 (1.7556381225585938) | > loss_1: 29.474292755126953 (29.474292755126953)  --> STEP: 2 | > loss_disc: 2.2728054523468018 (2.2652209997177124) | > loss_disc_real_0: 0.15394198894500732 (0.14467713981866837) | > loss_disc_real_1: 0.2312377393245697 (0.22743895649909973) | > loss_disc_real_2: 0.1836218237876892 (0.18516045808792114) | > loss_disc_real_3: 0.21261106431484222 (0.2137124091386795) | > loss_disc_real_4: 0.21046069264411926 (0.20189297944307327) | > loss_disc_real_5: 0.32356399297714233 (0.30513104796409607) | > loss_0: 2.2728054523468018 (2.2652209997177124) | > loss_gen: 2.8446826934814453 (2.7901451587677) | > loss_kl: 1.859945297241211 (1.9464141130447388) | > loss_feat: 8.366724014282227 (8.343852519989014) | > loss_mel: 15.197149276733398 (14.913166522979736) | > loss_duration: 1.827791690826416 (1.7917149066925049) | > loss_1: 30.09629249572754 (29.785292625427246)  --> STEP: 3 | > loss_disc: 2.3165507316589355 (2.2823309103647866) | > loss_disc_real_0: 0.15141300857067108 (0.14692242940266928) | > loss_disc_real_1: 0.24553166329860687 (0.2334698587656021) | > loss_disc_real_2: 0.19114358723163605 (0.18715483446915945) | > loss_disc_real_3: 0.21512046456336975 (0.21418176094690958) | > loss_disc_real_4: 0.19212161004543304 (0.19863585631052652) | > loss_disc_real_5: 0.27270668745040894 (0.294322927792867) | > loss_0: 2.3165507316589355 (2.2823309103647866) | > loss_gen: 2.611971855163574 (2.7307540575663247) | > loss_kl: 1.9756412506103516 (1.9561564922332764) | > loss_feat: 7.314319610595703 (8.000674883524576) | > loss_mel: 13.09608268737793 (14.307471911112467) | > loss_duration: 1.8168232440948486 (1.8000843524932861) | > loss_1: 26.81484031677246 (28.795141855875652)  --> STEP: 4 | > loss_disc: 2.3038132190704346 (2.2877014875411987) | > loss_disc_real_0: 0.13969790935516357 (0.14511629939079285) | > loss_disc_real_1: 0.25273409485816956 (0.23828591778874397) | > loss_disc_real_2: 0.1773298680782318 (0.18469859287142754) | > loss_disc_real_3: 0.20225150883197784 (0.21119919791817665) | > loss_disc_real_4: 0.18544302880764008 (0.19533764943480492) | > loss_disc_real_5: 0.28292566537857056 (0.2914736121892929) | > loss_0: 2.3038132190704346 (2.2877014875411987) | > loss_gen: 2.646976947784424 (2.7098097801208496) | > loss_kl: 1.9920580387115479 (1.9651318788528442) | > loss_feat: 7.057056427001953 (7.764770269393921) | > loss_mel: 13.130656242370605 (14.013267993927002) | > loss_duration: 1.7417570352554321 (1.7855025231838226) | > loss_1: 26.568504333496094 (28.23848247528076) --> EVAL PERFORMANCE | > avg_loader_time: 0.2838147282600403 (+0.0002989768981933594) | > avg_loss_disc: 2.2877014875411987 (+0.013312697410583496) | > avg_loss_disc_real_0: 0.14511629939079285 (+0.03918513283133507) | > avg_loss_disc_real_1: 0.23828591778874397 (+0.03476787731051445) | > avg_loss_disc_real_2: 0.18469859287142754 (+0.026312582194805145) | > avg_loss_disc_real_3: 0.21119919791817665 (-0.0030662380158901215) | > avg_loss_disc_real_4: 0.19533764943480492 (-0.026734400540590286) | > avg_loss_disc_real_5: 0.2914736121892929 (+0.04911814630031586) | > avg_loss_0: 2.2877014875411987 (+0.013312697410583496) | > avg_loss_gen: 2.7098097801208496 (+0.24599719047546387) | > avg_loss_kl: 1.9651318788528442 (+0.04001140594482422) | > avg_loss_feat: 7.764770269393921 (-0.2835874557495117) | > avg_loss_mel: 14.013267993927002 (-0.4372398853302002) | > avg_loss_duration: 1.7855025231838226 (+0.004727780818939209) | > avg_loss_1: 28.23848247528076 (-0.43009138107299805)  > EPOCH: 64/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 00:45:48)   --> TIME: 2025-05-09 00:46:23 -- STEP: 37/725 -- GLOBAL_STEP: 92300 | > loss_disc: 2.1950864791870117 (2.244456316973712) | > loss_disc_real_0: 0.15823611617088318 (0.1427972048923776) | > loss_disc_real_1: 0.2011193335056305 (0.1982318275683635) | > loss_disc_real_2: 0.20531019568443298 (0.19669868011732358) | > loss_disc_real_3: 0.19841991364955902 (0.20490712934249156) | > loss_disc_real_4: 0.20461206138134003 (0.1968858036640528) | > loss_disc_real_5: 0.18551631271839142 (0.20936454147905917) | > loss_0: 2.1950864791870117 (2.244456316973712) | > grad_norm_0: tensor(48.1534, device='cuda:0') (tensor(24.9015, device='cuda:0')) | > loss_gen: 2.8277292251586914 (2.7124848752408415) | > loss_kl: 1.779922604560852 (1.797993382892093) | > loss_feat: 9.45531940460205 (8.308761893091974) | > loss_mel: 14.673118591308594 (13.879490336856326) | > loss_duration: 1.7366821765899658 (1.7207276692261566) | > amp_scaler: 128.0 (141.83783783783784) | > loss_1: 30.47277069091797 (28.419458234632337) | > grad_norm_1: 0 (tensor(718.6038, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8246 (0.8494723809731973) | > loader_time: 0.0124 (0.011001084301922773)  --> TIME: 2025-05-09 00:47:06 -- STEP: 87/725 -- GLOBAL_STEP: 92350 | > loss_disc: 2.266216993331909 (2.2048522576518463) | > loss_disc_real_0: 0.13969849050045013 (0.13365155741058543) | > loss_disc_real_1: 0.18386368453502655 (0.19569038454143475) | > loss_disc_real_2: 0.1727670431137085 (0.1939504412056386) | > loss_disc_real_3: 0.19993048906326294 (0.20239618591878605) | > loss_disc_real_4: 0.17663192749023438 (0.1945047421359468) | > loss_disc_real_5: 0.20446932315826416 (0.20407753771749035) | > loss_0: 2.266216993331909 (2.2048522576518463) | > grad_norm_0: tensor(25.7511, device='cuda:0') (tensor(32.2158, device='cuda:0')) | > loss_gen: 2.5775506496429443 (2.789906345564745) | > loss_kl: 1.7251847982406616 (1.7872647060745064) | > loss_feat: 8.491320610046387 (8.486319355581) | > loss_mel: 13.526041984558105 (13.934830139423239) | > loss_duration: 1.6925132274627686 (1.721268204436905) | > amp_scaler: 128.0 (133.88505747126428) | > loss_1: 28.012609481811523 (28.71958875108039) | > grad_norm_1: tensor(168.8738, device='cuda:0') (tensor(699.9474, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8285 (0.8519834567760599) | > loader_time: 0.01 (0.010977114754161616)  --> TIME: 2025-05-09 00:47:49 -- STEP: 137/725 -- GLOBAL_STEP: 92400 | > loss_disc: 2.1647565364837646 (2.190217702058111) | > loss_disc_real_0: 0.11360074579715729 (0.12939032297717395) | > loss_disc_real_1: 0.18019148707389832 (0.19508828222751615) | > loss_disc_real_2: 0.19126321375370026 (0.19173120864986504) | > loss_disc_real_3: 0.2354276329278946 (0.20274370495420302) | > loss_disc_real_4: 0.1805015206336975 (0.19500082959658907) | > loss_disc_real_5: 0.21785451471805573 (0.20230388586973622) | > loss_0: 2.1647565364837646 (2.190217702058111) | > grad_norm_0: tensor(50.2435, device='cuda:0') (tensor(32.3878, device='cuda:0')) | > loss_gen: 2.7498257160186768 (2.8031050062527627) | > loss_kl: 1.78476083278656 (1.800529509565256) | > loss_feat: 8.15159797668457 (8.512954913786732) | > loss_mel: 13.397021293640137 (13.830066910625375) | > loss_duration: 1.7162721157073975 (1.721343383301784) | > amp_scaler: 128.0 (131.7372262773722) | > loss_1: 27.79947853088379 (28.667999615634447) | > grad_norm_1: tensor(933.8499, device='cuda:0') (tensor(704.4496, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8213 (0.8518626011201063) | > loader_time: 0.009 (0.010851903553426702)  --> TIME: 2025-05-09 00:48:32 -- STEP: 187/725 -- GLOBAL_STEP: 92450 | > loss_disc: 2.40584659576416 (2.189231381696814) | > loss_disc_real_0: 0.13102585077285767 (0.12927197202801075) | > loss_disc_real_1: 0.17436829209327698 (0.19507935069461557) | > loss_disc_real_2: 0.20641154050827026 (0.19162702855260613) | > loss_disc_real_3: 0.22562147676944733 (0.2026266357637344) | > loss_disc_real_4: 0.1914381980895996 (0.19555063832571165) | > loss_disc_real_5: 0.20469826459884644 (0.2013684652227769) | > loss_0: 2.40584659576416 (2.189231381696814) | > grad_norm_0: tensor(23.6647, device='cuda:0') (tensor(32.4470, device='cuda:0')) | > loss_gen: 2.407142400741577 (2.8046664490419255) | > loss_kl: 1.9071968793869019 (1.7967249193293526) | > loss_feat: 7.347438335418701 (8.494627345692027) | > loss_mel: 11.942729949951172 (13.789369017045129) | > loss_duration: 1.748816967010498 (1.7229629155786286) | > amp_scaler: 128.0 (130.73796791443843) | > loss_1: 25.35332489013672 (28.608350468191876) | > grad_norm_1: tensor(175.0081, device='cuda:0') (tensor(703.0266, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8494 (0.8500622976272499) | > loader_time: 0.0107 (0.010767328547921414)  --> TIME: 2025-05-09 00:49:16 -- STEP: 237/725 -- GLOBAL_STEP: 92500 | > loss_disc: 2.222269296646118 (2.1887330797654165) | > loss_disc_real_0: 0.11210335046052933 (0.12802800341246007) | > loss_disc_real_1: 0.19073911011219025 (0.19497996336045648) | > loss_disc_real_2: 0.18919292092323303 (0.1916499726379974) | > loss_disc_real_3: 0.19013874232769012 (0.20294377616437678) | > loss_disc_real_4: 0.21741721034049988 (0.19638566157234372) | > loss_disc_real_5: 0.21899335086345673 (0.20146987716105416) | > loss_0: 2.222269296646118 (2.1887330797654165) | > grad_norm_0: tensor(55.9031, device='cuda:0') (tensor(32.9489, device='cuda:0')) | > loss_gen: 2.7401816844940186 (2.8057602045405248) | > loss_kl: 2.052285671234131 (1.800261887819958) | > loss_feat: 8.534992218017578 (8.4983774720365) | > loss_mel: 14.760174751281738 (13.784177188631855) | > loss_duration: 1.7200433015823364 (1.7224405234373072) | > amp_scaler: 128.0 (130.16033755274262) | > loss_1: 29.80767822265625 (28.611017178885547) | > grad_norm_1: tensor(805.8879, device='cuda:0') (tensor(733.2761, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8119 (0.8500032485285891) | > loader_time: 0.0112 (0.01070431616738879)  --> TIME: 2025-05-09 00:49:59 -- STEP: 287/725 -- GLOBAL_STEP: 92550 | > loss_disc: 2.273508310317993 (2.192731983570272) | > loss_disc_real_0: 0.15793414413928986 (0.12819829741525327) | > loss_disc_real_1: 0.2177894115447998 (0.19557213829992542) | > loss_disc_real_2: 0.2257893830537796 (0.19214903628161556) | > loss_disc_real_3: 0.21964207291603088 (0.20340218480663433) | > loss_disc_real_4: 0.1923137903213501 (0.196687165504964) | > loss_disc_real_5: 0.22565992176532745 (0.20165962219653646) | > loss_0: 2.273508310317993 (2.192731983570272) | > grad_norm_0: tensor(50.5652, device='cuda:0') (tensor(33.2302, device='cuda:0')) | > loss_gen: 2.7723190784454346 (2.802412044711228) | > loss_kl: 1.5915290117263794 (1.7983173646993338) | > loss_feat: 7.833098888397217 (8.468324913795817) | > loss_mel: 13.221649169921875 (13.778537889806238) | > loss_duration: 1.7232980728149414 (1.7229949389600594) | > amp_scaler: 128.0 (129.78397212543558) | > loss_1: 27.141895294189453 (28.5705870983908) | > grad_norm_1: tensor(1257.2229, device='cuda:0') (tensor(739.6712, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8158 (0.8495751947476059) | > loader_time: 0.0119 (0.010671139594154493)  --> TIME: 2025-05-09 00:50:42 -- STEP: 337/725 -- GLOBAL_STEP: 92600 | > loss_disc: 2.2732391357421875 (2.1900380634058805) | > loss_disc_real_0: 0.1963510811328888 (0.1278858635165572) | > loss_disc_real_1: 0.17746110260486603 (0.19556497607811268) | > loss_disc_real_2: 0.16687524318695068 (0.19182227100922733) | > loss_disc_real_3: 0.18535800278186798 (0.20317979780432024) | > loss_disc_real_4: 0.17424282431602478 (0.19658308102575184) | > loss_disc_real_5: 0.24301598966121674 (0.20086222352012334) | > loss_0: 2.2732391357421875 (2.1900380634058805) | > grad_norm_0: tensor(86.8733, device='cuda:0') (tensor(34.2877, device='cuda:0')) | > loss_gen: 2.836104393005371 (2.80982685230606) | > loss_kl: 1.9376977682113647 (1.7945171230270884) | > loss_feat: 8.50918960571289 (8.485915929698093) | > loss_mel: 14.829764366149902 (13.788661931318062) | > loss_duration: 1.7018680572509766 (1.7221828791083504) | > amp_scaler: 128.0 (129.51928783382803) | > loss_1: 29.81462287902832 (28.60110467973024) | > grad_norm_1: tensor(901.9323, device='cuda:0') (tensor(738.8060, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8723 (0.8493480880465638) | > loader_time: 0.0115 (0.010700919154136047)  --> TIME: 2025-05-09 00:51:25 -- STEP: 387/725 -- GLOBAL_STEP: 92650 | > loss_disc: 2.2397093772888184 (2.187839868148781) | > loss_disc_real_0: 0.12670627236366272 (0.12790352889656734) | > loss_disc_real_1: 0.21531760692596436 (0.19522150738756786) | > loss_disc_real_2: 0.18985408544540405 (0.1912181823675639) | > loss_disc_real_3: 0.24013832211494446 (0.20326056310218743) | > loss_disc_real_4: 0.21347194910049438 (0.19668451559944053) | > loss_disc_real_5: 0.21814511716365814 (0.20126765115470546) | > loss_0: 2.2397093772888184 (2.187839868148781) | > grad_norm_0: tensor(38.6931, device='cuda:0') (tensor(34.1494, device='cuda:0')) | > loss_gen: 2.771672010421753 (2.81147394254226) | > loss_kl: 1.7795672416687012 (1.792652505312779) | > loss_feat: 8.467785835266113 (8.499964960477767) | > loss_mel: 13.914640426635742 (13.801701033146191) | > loss_duration: 1.7942901849746704 (1.722225068767558) | > amp_scaler: 128.0 (129.32299741602083) | > loss_1: 28.727954864501953 (28.628017474822602) | > grad_norm_1: tensor(1197.8763, device='cuda:0') (tensor(752.0727, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8639 (0.8488771367134669) | > loader_time: 0.0099 (0.010749452181872779)  --> TIME: 2025-05-09 00:52:08 -- STEP: 437/725 -- GLOBAL_STEP: 92700 | > loss_disc: 2.434302806854248 (2.1917721174947147) | > loss_disc_real_0: 0.1273321509361267 (0.12931880293503528) | > loss_disc_real_1: 0.2258954644203186 (0.1950835542288743) | > loss_disc_real_2: 0.23579472303390503 (0.19112880084689207) | > loss_disc_real_3: 0.2474992275238037 (0.20335023667774157) | > loss_disc_real_4: 0.22724556922912598 (0.19685783406007754) | > loss_disc_real_5: 0.22188441455364227 (0.20188154362022745) | > loss_0: 2.434302806854248 (2.1917721174947147) | > grad_norm_0: tensor(31.9790, device='cuda:0') (tensor(34.6940, device='cuda:0')) | > loss_gen: 2.552745819091797 (2.8034635064803757) | > loss_kl: 1.6935687065124512 (1.7890521615266255) | > loss_feat: 6.345653533935547 (8.47700848786728) | > loss_mel: 12.235429763793945 (13.775557607480536) | > loss_duration: 1.6712039709091187 (1.722186458192647) | > amp_scaler: 128.0 (129.17162471395903) | > loss_1: 24.49860191345215 (28.5672681926317) | > grad_norm_1: tensor(623.8515, device='cuda:0') (tensor(761.1712, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.872 (0.8494243616370372) | > loader_time: 0.0113 (0.010780766026651832)  --> TIME: 2025-05-09 00:52:51 -- STEP: 487/725 -- GLOBAL_STEP: 92750 | > loss_disc: 2.1757917404174805 (2.1916839349441197) | > loss_disc_real_0: 0.1314411610364914 (0.12936672444399896) | > loss_disc_real_1: 0.191339910030365 (0.19502443824827795) | > loss_disc_real_2: 0.1924695372581482 (0.19093178139207792) | > loss_disc_real_3: 0.21738429367542267 (0.20307365463744442) | > loss_disc_real_4: 0.18711961805820465 (0.19707563675526965) | > loss_disc_real_5: 0.20965275168418884 (0.20192046074896625) | > loss_0: 2.1757917404174805 (2.1916839349441197) | > grad_norm_0: tensor(31.7501, device='cuda:0') (tensor(35.2821, device='cuda:0')) | > loss_gen: 2.9026527404785156 (2.80231105326627) | > loss_kl: 1.6872869729995728 (1.7879941774344787) | > loss_feat: 8.615628242492676 (8.470406375626526) | > loss_mel: 13.301058769226074 (13.787151730280883) | > loss_duration: 1.708345651626587 (1.7229029765119304) | > amp_scaler: 128.0 (129.05133470225903) | > loss_1: 28.2149715423584 (28.570766288397003) | > grad_norm_1: tensor(785.7472, device='cuda:0') (tensor(767.5213, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8182 (0.8485154875494864) | > loader_time: 0.0109 (0.010813058034595278)  --> TIME: 2025-05-09 00:53:34 -- STEP: 537/725 -- GLOBAL_STEP: 92800 | > loss_disc: 2.2125091552734375 (2.192633495428485) | > loss_disc_real_0: 0.21605151891708374 (0.1298143563989823) | > loss_disc_real_1: 0.22793573141098022 (0.19485129260595063) | > loss_disc_real_2: 0.17324216663837433 (0.19077671736867294) | > loss_disc_real_3: 0.1983519345521927 (0.2030849232853458) | > loss_disc_real_4: 0.1980343610048294 (0.19719889521376824) | > loss_disc_real_5: 0.22728820145130157 (0.20218670440341732) | > loss_0: 2.2125091552734375 (2.192633495428485) | > grad_norm_0: tensor(71.1568, device='cuda:0') (tensor(35.7362, device='cuda:0')) | > loss_gen: 3.0540108680725098 (2.8031859100419934) | > loss_kl: 1.8055585622787476 (1.788308507681337) | > loss_feat: 8.430984497070312 (8.475059995882122) | > loss_mel: 13.534972190856934 (13.791306566703698) | > loss_duration: 1.7409768104553223 (1.7229212575784614) | > amp_scaler: 128.0 (128.95344506517722) | > loss_1: 28.56650161743164 (28.58078222079428) | > grad_norm_1: tensor(804.0643, device='cuda:0') (tensor(775.1203, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8411 (0.8480881809966303) | > loader_time: 0.0098 (0.010828819132827957)  --> TIME: 2025-05-09 00:54:17 -- STEP: 587/725 -- GLOBAL_STEP: 92850 | > loss_disc: 2.1975724697113037 (2.193020535693257) | > loss_disc_real_0: 0.12881162762641907 (0.12973662131994332) | > loss_disc_real_1: 0.2274957001209259 (0.19497280274684428) | > loss_disc_real_2: 0.18806473910808563 (0.19080598332508264) | > loss_disc_real_3: 0.2191344052553177 (0.2030717937666065) | > loss_disc_real_4: 0.19691482186317444 (0.19727064209658607) | > loss_disc_real_5: 0.21761256456375122 (0.20218725256253753) | > loss_0: 2.1975724697113037 (2.193020535693257) | > grad_norm_0: tensor(28.3299, device='cuda:0') (tensor(35.8353, device='cuda:0')) | > loss_gen: 2.75826358795166 (2.8043301125807503) | > loss_kl: 1.7533867359161377 (1.7888028914112037) | > loss_feat: 7.871252536773682 (8.469543733223139) | > loss_mel: 12.82901668548584 (13.79480185338139) | > loss_duration: 1.703467607498169 (1.7224460046173566) | > amp_scaler: 128.0 (128.87223168654197) | > loss_1: 26.915386199951172 (28.57992455581587) | > grad_norm_1: tensor(1008.4412, device='cuda:0') (tensor(772.5996, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8461 (0.8472317057127036) | > loader_time: 0.0113 (0.01084718184333035)  --> TIME: 2025-05-09 00:55:00 -- STEP: 637/725 -- GLOBAL_STEP: 92900 | > loss_disc: 2.3081583976745605 (2.193957100109177) | > loss_disc_real_0: 0.12165029346942902 (0.12991419591278652) | > loss_disc_real_1: 0.22060240805149078 (0.19485623259652915) | > loss_disc_real_2: 0.2171102911233902 (0.19087837168616445) | > loss_disc_real_3: 0.2556930184364319 (0.20316298958645126) | > loss_disc_real_4: 0.2263786643743515 (0.19732695422610458) | > loss_disc_real_5: 0.21953855454921722 (0.20203214366825267) | > loss_0: 2.3081583976745605 (2.193957100109177) | > grad_norm_0: tensor(25.3043, device='cuda:0') (tensor(35.8692, device='cuda:0')) | > loss_gen: 2.586441993713379 (2.8014051206819306) | > loss_kl: 1.8096495866775513 (1.7886950775068626) | > loss_feat: 7.1382060050964355 (8.45148743939363) | > loss_mel: 11.967610359191895 (13.772040882140539) | > loss_duration: 1.707558512687683 (1.722343941685544) | > amp_scaler: 128.0 (128.80376766091067) | > loss_1: 25.20946502685547 (28.535972430530112) | > grad_norm_1: tensor(125.6551, device='cuda:0') (tensor(774.6555, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8518 (0.8468331785366713) | > loader_time: 0.0108 (0.010859325879035606)  --> TIME: 2025-05-09 00:55:43 -- STEP: 687/725 -- GLOBAL_STEP: 92950 | > loss_disc: 2.120434284210205 (2.1925142127180033) | > loss_disc_real_0: 0.06465790420770645 (0.12948314149306867) | > loss_disc_real_1: 0.15955546498298645 (0.1947841284880645) | > loss_disc_real_2: 0.1718839704990387 (0.19076833929297196) | > loss_disc_real_3: 0.19587840139865875 (0.20295238434140503) | > loss_disc_real_4: 0.1803653985261917 (0.19737362093800548) | > loss_disc_real_5: 0.15583138167858124 (0.2018984308929944) | > loss_0: 2.120434284210205 (2.1925142127180033) | > grad_norm_0: tensor(63.5069, device='cuda:0') (tensor(35.9645, device='cuda:0')) | > loss_gen: 2.985351085662842 (2.803346957008219) | > loss_kl: 1.705521821975708 (1.7879658401272696) | > loss_feat: 9.904043197631836 (8.458590109795994) | > loss_mel: 15.399964332580566 (13.783347779486377) | > loss_duration: 1.7125674486160278 (1.7222467475235903) | > amp_scaler: 128.0 (128.74526928675408) | > loss_1: 31.707448959350586 (28.555497423530145) | > grad_norm_1: tensor(976.6215, device='cuda:0') (tensor(779.6161, device='cuda:0')) | > current_lr_0: 0.0001984062837559772 | > current_lr_1: 0.0001984062837559772 | > step_time: 0.8453 (0.8464909731213878) | > loader_time: 0.0141 (0.010883316723019799)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3023831844329834 (2.3023831844329834) | > loss_disc_real_0: 0.12072061747312546 (0.12072061747312546) | > loss_disc_real_1: 0.19390349090099335 (0.19390349090099335) | > loss_disc_real_2: 0.22528468072414398 (0.22528468072414398) | > loss_disc_real_3: 0.24530328810214996 (0.24530328810214996) | > loss_disc_real_4: 0.20314693450927734 (0.20314693450927734) | > loss_disc_real_5: 0.26760438084602356 (0.26760438084602356) | > loss_0: 2.3023831844329834 (2.3023831844329834) | > loss_gen: 2.586819648742676 (2.586819648742676) | > loss_kl: 2.071011781692505 (2.071011781692505) | > loss_feat: 7.5461039543151855 (7.5461039543151855) | > loss_mel: 14.11768627166748 (14.11768627166748) | > loss_duration: 1.6913628578186035 (1.6913628578186035) | > loss_1: 28.012983322143555 (28.012983322143555)  --> STEP: 1 | > loss_disc: 2.219254970550537 (2.219254970550537) | > loss_disc_real_0: 0.10349433869123459 (0.10349433869123459) | > loss_disc_real_1: 0.1777484118938446 (0.1777484118938446) | > loss_disc_real_2: 0.21114061772823334 (0.21114061772823334) | > loss_disc_real_3: 0.2266833484172821 (0.2266833484172821) | > loss_disc_real_4: 0.1909140944480896 (0.1909140944480896) | > loss_disc_real_5: 0.2707831561565399 (0.2707831561565399) | > loss_0: 2.219254970550537 (2.219254970550537) | > loss_gen: 2.629187822341919 (2.629187822341919) | > loss_kl: 1.6869877576828003 (1.6869877576828003) | > loss_feat: 7.724937438964844 (7.724937438964844) | > loss_mel: 14.127007484436035 (14.127007484436035) | > loss_duration: 1.7765123844146729 (1.7765123844146729) | > loss_1: 27.94463348388672 (27.94463348388672)  --> STEP: 2 | > loss_disc: 2.1666369438171387 (2.192945957183838) | > loss_disc_real_0: 0.10705418884754181 (0.1052742637693882) | > loss_disc_real_1: 0.19673287868499756 (0.18724064528942108) | > loss_disc_real_2: 0.20955714583396912 (0.21034888178110123) | > loss_disc_real_3: 0.2143104076385498 (0.22049687802791595) | > loss_disc_real_4: 0.17552578449249268 (0.18321993947029114) | > loss_disc_real_5: 0.2580541670322418 (0.26441866159439087) | > loss_0: 2.1666369438171387 (2.192945957183838) | > loss_gen: 2.7323110103607178 (2.6807494163513184) | > loss_kl: 1.8792915344238281 (1.7831396460533142) | > loss_feat: 8.490787506103516 (8.10786247253418) | > loss_mel: 14.96275806427002 (14.544882774353027) | > loss_duration: 1.817945122718811 (1.797228753566742) | > loss_1: 29.883092880249023 (28.91386318206787)  --> STEP: 3 | > loss_disc: 2.286581516265869 (2.2241578102111816) | > loss_disc_real_0: 0.10785819590091705 (0.10613557447989781) | > loss_disc_real_1: 0.19296231865882874 (0.1891478697458903) | > loss_disc_real_2: 0.20759734511375427 (0.20943170289198557) | > loss_disc_real_3: 0.23998552560806274 (0.22699309388796488) | > loss_disc_real_4: 0.1973845362663269 (0.18794147173563638) | > loss_disc_real_5: 0.24479244649410248 (0.25787658989429474) | > loss_0: 2.286581516265869 (2.2241578102111816) | > loss_gen: 2.54394793510437 (2.6351489226023355) | > loss_kl: 1.9039874076843262 (1.8234222332636516) | > loss_feat: 7.764681816101074 (7.9934689203898115) | > loss_mel: 13.890410423278809 (14.326725323994955) | > loss_duration: 1.8069121837615967 (1.8004565636316936) | > loss_1: 27.909936904907227 (28.57922108968099)  --> STEP: 4 | > loss_disc: 2.317150831222534 (2.2474060654640198) | > loss_disc_real_0: 0.09715013951063156 (0.10388921573758125) | > loss_disc_real_1: 0.21551986038684845 (0.19574086740612984) | > loss_disc_real_2: 0.20758360624313354 (0.20896967872977257) | > loss_disc_real_3: 0.2346489429473877 (0.2289070561528206) | > loss_disc_real_4: 0.1835830956697464 (0.1868518777191639) | > loss_disc_real_5: 0.27357572317123413 (0.2618013732135296) | > loss_0: 2.317150831222534 (2.2474060654640198) | > loss_gen: 2.564058303833008 (2.6173762679100037) | > loss_kl: 2.142481565475464 (1.9031870663166046) | > loss_feat: 7.750766277313232 (7.9327932596206665) | > loss_mel: 14.257807731628418 (14.30949592590332) | > loss_duration: 1.7408015727996826 (1.7855428159236908) | > loss_1: 28.455913543701172 (28.548394203186035) --> EVAL PERFORMANCE | > avg_loader_time: 0.3091452717781067 (+0.025330543518066406) | > avg_loss_disc: 2.2474060654640198 (-0.040295422077178955) | > avg_loss_disc_real_0: 0.10388921573758125 (-0.041227083653211594) | > avg_loss_disc_real_1: 0.19574086740612984 (-0.042545050382614136) | > avg_loss_disc_real_2: 0.20896967872977257 (+0.024271085858345032) | > avg_loss_disc_real_3: 0.2289070561528206 (+0.017707858234643936) | > avg_loss_disc_real_4: 0.1868518777191639 (-0.008485771715641022) | > avg_loss_disc_real_5: 0.2618013732135296 (-0.02967223897576332) | > avg_loss_0: 2.2474060654640198 (-0.040295422077178955) | > avg_loss_gen: 2.6173762679100037 (-0.09243351221084595) | > avg_loss_kl: 1.9031870663166046 (-0.061944812536239624) | > avg_loss_feat: 7.9327932596206665 (+0.1680229902267456) | > avg_loss_mel: 14.30949592590332 (+0.29622793197631836) | > avg_loss_duration: 1.7855428159236908 (+4.029273986816406e-05) | > avg_loss_1: 28.548394203186035 (+0.30991172790527344)  > EPOCH: 65/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 00:56:22)   --> TIME: 2025-05-09 00:56:35 -- STEP: 12/725 -- GLOBAL_STEP: 93000 | > loss_disc: 2.288146495819092 (2.2352557380994162) | > loss_disc_real_0: 0.13853804767131805 (0.14150004585584003) | > loss_disc_real_1: 0.189456045627594 (0.19650994737943014) | > loss_disc_real_2: 0.23681382834911346 (0.19433676699797311) | > loss_disc_real_3: 0.204379141330719 (0.21109324569503465) | > loss_disc_real_4: 0.18515744805335999 (0.1945719209810098) | > loss_disc_real_5: 0.1911991834640503 (0.20841304461161295) | > loss_0: 2.288146495819092 (2.2352557380994162) | > grad_norm_0: tensor(34.7965, device='cuda:0') (tensor(31.1393, device='cuda:0')) | > loss_gen: 2.61149001121521 (2.6797015269597373) | > loss_kl: 1.8522415161132812 (1.799916575352351) | > loss_feat: 8.053374290466309 (8.017593105634054) | > loss_mel: 13.476774215698242 (13.509560505549112) | > loss_duration: 1.7504465579986572 (1.7256078620751698) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.744325637817383 (27.73237943649292) | > grad_norm_1: tensor(873.3607, device='cuda:0') (tensor(863.8474, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8465 (0.8415416479110718) | > loader_time: 0.0086 (0.00975648562113444) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_93000.pth  --> TIME: 2025-05-09 00:57:20 -- STEP: 62/725 -- GLOBAL_STEP: 93050 | > loss_disc: 2.0872511863708496 (2.222766084055746) | > loss_disc_real_0: 0.09777363389730453 (0.14072254900970774) | > loss_disc_real_1: 0.2054145336151123 (0.19585169995984728) | > loss_disc_real_2: 0.20730696618556976 (0.19012212633125244) | > loss_disc_real_3: 0.22164946794509888 (0.2050814397873417) | > loss_disc_real_4: 0.19736404716968536 (0.19712347633415653) | > loss_disc_real_5: 0.2028232216835022 (0.20492514006553159) | > loss_0: 2.0872511863708496 (2.222766084055746) | > grad_norm_0: tensor(20.0877, device='cuda:0') (tensor(29.6189, device='cuda:0')) | > loss_gen: 2.941086769104004 (2.7344497442245483) | > loss_kl: 1.688021183013916 (1.774250295854384) | > loss_feat: 8.452939987182617 (8.162064598452668) | > loss_mel: 13.911282539367676 (13.508870170962426) | > loss_duration: 1.7830917835235596 (1.7181883550459338) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.77642059326172 (27.897823056867047) | > grad_norm_1: tensor(499.8771, device='cuda:0') (tensor(742.1625, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8314 (0.8477977591176187) | > loader_time: 0.0097 (0.01063848695447368)  --> TIME: 2025-05-09 00:58:03 -- STEP: 112/725 -- GLOBAL_STEP: 93100 | > loss_disc: 2.259087562561035 (2.2084205523133265) | > loss_disc_real_0: 0.16428077220916748 (0.13605500568103582) | > loss_disc_real_1: 0.1873498409986496 (0.19506393133529598) | > loss_disc_real_2: 0.19577297568321228 (0.1911211213363068) | > loss_disc_real_3: 0.18775248527526855 (0.20330856540905579) | > loss_disc_real_4: 0.21964585781097412 (0.1968264871143869) | > loss_disc_real_5: 0.2551806569099426 (0.20232159384925447) | > loss_0: 2.259087562561035 (2.2084205523133265) | > grad_norm_0: tensor(55.2207, device='cuda:0') (tensor(34.2775, device='cuda:0')) | > loss_gen: 2.963878631591797 (2.7930711529084613) | > loss_kl: 1.7199549674987793 (1.7700536772608757) | > loss_feat: 8.461663246154785 (8.311020425387795) | > loss_mel: 13.80466079711914 (13.656751930713654) | > loss_duration: 1.714717149734497 (1.7210602558084898) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.664875030517578 (28.251957518713816) | > grad_norm_1: tensor(839.5045, device='cuda:0') (tensor(687.5778, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8253 (0.8461103077445712) | > loader_time: 0.0104 (0.01075316752706255)  --> TIME: 2025-05-09 00:58:46 -- STEP: 162/725 -- GLOBAL_STEP: 93150 | > loss_disc: 2.267840623855591 (2.217723981097892) | > loss_disc_real_0: 0.1446675956249237 (0.13730128866010977) | > loss_disc_real_1: 0.21569842100143433 (0.1965114708851885) | > loss_disc_real_2: 0.1953011006116867 (0.19310024629036585) | > loss_disc_real_3: 0.19539789855480194 (0.20264833310136085) | > loss_disc_real_4: 0.20116573572158813 (0.19698985730424343) | > loss_disc_real_5: 0.19375458359718323 (0.20360973270403016) | > loss_0: 2.267840623855591 (2.217723981097892) | > grad_norm_0: tensor(35.5661, device='cuda:0') (tensor(29.9723, device='cuda:0')) | > loss_gen: 2.67122745513916 (2.7722807710553394) | > loss_kl: 1.6874892711639404 (1.766791290707058) | > loss_feat: 8.417703628540039 (8.324337079201221) | > loss_mel: 13.939969062805176 (13.803369516207848) | > loss_duration: 1.6945019960403442 (1.7211846208866732) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.410890579223633 (28.387963318530435) | > grad_norm_1: tensor(1038.1846, device='cuda:0') (tensor(661.0449, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8534 (0.8454765302163584) | > loader_time: 0.011 (0.010832511348488892)  --> TIME: 2025-05-09 00:59:29 -- STEP: 212/725 -- GLOBAL_STEP: 93200 | > loss_disc: 2.2112083435058594 (2.21136551308182) | > loss_disc_real_0: 0.17114798724651337 (0.1365268909776548) | > loss_disc_real_1: 0.18296518921852112 (0.19589222426403244) | > loss_disc_real_2: 0.21407867968082428 (0.1924877455633766) | > loss_disc_real_3: 0.23481003940105438 (0.20211391460220765) | > loss_disc_real_4: 0.2080540806055069 (0.1971785919565075) | > loss_disc_real_5: 0.22779212892055511 (0.20271867868613522) | > loss_0: 2.2112083435058594 (2.21136551308182) | > grad_norm_0: tensor(26.9488, device='cuda:0') (tensor(30.5638, device='cuda:0')) | > loss_gen: 2.9559433460235596 (2.779035929239021) | > loss_kl: 1.775028109550476 (1.7633222319045154) | > loss_feat: 7.963283538818359 (8.34424579143525) | > loss_mel: 13.166301727294922 (13.811165719662073) | > loss_duration: 1.7353755235671997 (1.721732404434456) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.59593391418457 (28.419502096356094) | > grad_norm_1: tensor(625.5502, device='cuda:0') (tensor(670.0490, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8259 (0.8457656648923766) | > loader_time: 0.0107 (0.010875876219767445)  --> TIME: 2025-05-09 01:00:12 -- STEP: 262/725 -- GLOBAL_STEP: 93250 | > loss_disc: 2.3892321586608887 (2.2084366074045203) | > loss_disc_real_0: 0.1190231442451477 (0.13555775469041054) | > loss_disc_real_1: 0.18784576654434204 (0.19593394604575542) | > loss_disc_real_2: 0.18173284828662872 (0.19237583972343053) | > loss_disc_real_3: 0.2228207141160965 (0.20236855318755592) | > loss_disc_real_4: 0.18137487769126892 (0.19701366240286644) | > loss_disc_real_5: 0.237174853682518 (0.2021376439690135) | > loss_0: 2.3892321586608887 (2.2084366074045203) | > grad_norm_0: tensor(9.6377, device='cuda:0') (tensor(31.4558, device='cuda:0')) | > loss_gen: 2.5039780139923096 (2.7825052374191865) | > loss_kl: 1.7377018928527832 (1.763512371150592) | > loss_feat: 7.605969429016113 (8.361405600118276) | > loss_mel: 13.46303939819336 (13.8208646774292) | > loss_duration: 1.6979589462280273 (1.722690429851299) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.008647918701172 (28.45097829367369) | > grad_norm_1: tensor(680.8566, device='cuda:0') (tensor(694.4477, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8833 (0.8450718608521323) | > loader_time: 0.0142 (0.010937180227905739)  --> TIME: 2025-05-09 01:00:55 -- STEP: 312/725 -- GLOBAL_STEP: 93300 | > loss_disc: 2.0666768550872803 (2.2121588817009568) | > loss_disc_real_0: 0.13120055198669434 (0.13678302006939277) | > loss_disc_real_1: 0.1657426357269287 (0.1956262971059635) | > loss_disc_real_2: 0.17641353607177734 (0.19249013701501563) | > loss_disc_real_3: 0.2235371619462967 (0.20238026145559077) | > loss_disc_real_4: 0.17091864347457886 (0.1972147698681325) | > loss_disc_real_5: 0.20281794667243958 (0.20299233665737593) | > loss_0: 2.0666768550872803 (2.2121588817009568) | > grad_norm_0: tensor(33.5191, device='cuda:0') (tensor(30.5875, device='cuda:0')) | > loss_gen: 3.0620644092559814 (2.7740657696357145) | > loss_kl: 1.5740714073181152 (1.760542855048791) | > loss_feat: 9.234417915344238 (8.344296664763723) | > loss_mel: 14.840194702148438 (13.794978322126926) | > loss_duration: 1.7165024280548096 (1.7222335159014432) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.4272518157959 (28.396117094235542) | > grad_norm_1: tensor(602.3462, device='cuda:0') (tensor(689.3397, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8374 (0.8447680389269804) | > loader_time: 0.0123 (0.010955331417230454)  --> TIME: 2025-05-09 01:01:38 -- STEP: 362/725 -- GLOBAL_STEP: 93350 | > loss_disc: 2.206990957260132 (2.2145068856234045) | > loss_disc_real_0: 0.1538560539484024 (0.13714000709272545) | > loss_disc_real_1: 0.23920807242393494 (0.19583261688111236) | > loss_disc_real_2: 0.1975870579481125 (0.19227193921639774) | > loss_disc_real_3: 0.19109736382961273 (0.20258441262811572) | > loss_disc_real_4: 0.21052367985248566 (0.19781011993384498) | > loss_disc_real_5: 0.19406114518642426 (0.2028564353221359) | > loss_0: 2.206990957260132 (2.2145068856234045) | > grad_norm_0: tensor(38.1042, device='cuda:0') (tensor(31.0546, device='cuda:0')) | > loss_gen: 2.7366979122161865 (2.7736132072480335) | > loss_kl: 1.8946720361709595 (1.7627853181480704) | > loss_feat: 7.849357604980469 (8.327842676837147) | > loss_mel: 14.033846855163574 (13.792376499808295) | > loss_duration: 1.6672741174697876 (1.721433633269526) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.18185043334961 (28.378051278340884) | > grad_norm_1: tensor(939.1802, device='cuda:0') (tensor(694.1884, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8293 (0.8444631600248221) | > loader_time: 0.0119 (0.010953313737943013)  --> TIME: 2025-05-09 01:02:21 -- STEP: 412/725 -- GLOBAL_STEP: 93400 | > loss_disc: 2.234706163406372 (2.2139394222532665) | > loss_disc_real_0: 0.14431652426719666 (0.13738437397495926) | > loss_disc_real_1: 0.2056068629026413 (0.19567296075300106) | > loss_disc_real_2: 0.18903400003910065 (0.19175883682752118) | > loss_disc_real_3: 0.17579279839992523 (0.2026728820236561) | > loss_disc_real_4: 0.16836987435817719 (0.1980448863604694) | > loss_disc_real_5: 0.19549833238124847 (0.2024415280597592) | > loss_0: 2.234706163406372 (2.2139394222532665) | > grad_norm_0: tensor(15.5896, device='cuda:0') (tensor(31.8309, device='cuda:0')) | > loss_gen: 2.5634422302246094 (2.776136346812386) | > loss_kl: 1.8253575563430786 (1.7641558514058011) | > loss_feat: 8.868714332580566 (8.327073107645349) | > loss_mel: 14.699033737182617 (13.791570968998288) | > loss_duration: 1.7091864347457886 (1.721704197161406) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.665733337402344 (28.38064042341362) | > grad_norm_1: tensor(136.7801, device='cuda:0') (tensor(701.2252, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8478 (0.8442857311767282) | > loader_time: 0.0114 (0.01098293123893366)  --> TIME: 2025-05-09 01:03:04 -- STEP: 462/725 -- GLOBAL_STEP: 93450 | > loss_disc: 2.0465328693389893 (2.2105618929450124) | > loss_disc_real_0: 0.10073040425777435 (0.1368525620162873) | > loss_disc_real_1: 0.22382761538028717 (0.19524275943701402) | > loss_disc_real_2: 0.2034246027469635 (0.1916216425113864) | > loss_disc_real_3: 0.18932195007801056 (0.20245724258484765) | > loss_disc_real_4: 0.194878488779068 (0.19792255227054872) | > loss_disc_real_5: 0.19565805792808533 (0.20272091203631265) | > loss_0: 2.0465328693389893 (2.2105618929450124) | > grad_norm_0: tensor(30.2817, device='cuda:0') (tensor(31.3513, device='cuda:0')) | > loss_gen: 3.122706174850464 (2.777231769644336) | > loss_kl: 1.7219743728637695 (1.76114261382586) | > loss_feat: 9.503661155700684 (8.342830327682162) | > loss_mel: 15.596650123596191 (13.808590767187473) | > loss_duration: 1.7686681747436523 (1.7216137467008648) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.71365737915039 (28.411409179885666) | > grad_norm_1: tensor(1027.3580, device='cuda:0') (tensor(699.4319, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.7814 (0.8439575980752061) | > loader_time: 0.0111 (0.011001278827716766)  --> TIME: 2025-05-09 01:03:48 -- STEP: 512/725 -- GLOBAL_STEP: 93500 | > loss_disc: 2.2595455646514893 (2.211565085919573) | > loss_disc_real_0: 0.14983390271663666 (0.13693113838235138) | > loss_disc_real_1: 0.18311719596385956 (0.19548061277600937) | > loss_disc_real_2: 0.18215642869472504 (0.19173773119109683) | > loss_disc_real_3: 0.19664894044399261 (0.20236134642618697) | > loss_disc_real_4: 0.22091272473335266 (0.19805189469479959) | > loss_disc_real_5: 0.24469026923179626 (0.20266522849851756) | > loss_0: 2.2595455646514893 (2.211565085919573) | > grad_norm_0: tensor(26.0817, device='cuda:0') (tensor(31.6294, device='cuda:0')) | > loss_gen: 2.808781147003174 (2.7737198960967353) | > loss_kl: 1.8970526456832886 (1.7609928369056433) | > loss_feat: 8.01960277557373 (8.320673833601182) | > loss_mel: 13.901177406311035 (13.775360371917486) | > loss_duration: 1.6979001760482788 (1.7223115633241832) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.324514389038086 (28.353058461099863) | > grad_norm_1: tensor(764.0491, device='cuda:0') (tensor(716.7045, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8453 (0.8456506566144526) | > loader_time: 0.0099 (0.01097108842805027)  --> TIME: 2025-05-09 01:04:31 -- STEP: 562/725 -- GLOBAL_STEP: 93550 | > loss_disc: 2.0420892238616943 (2.2088642217934753) | > loss_disc_real_0: 0.12202795594930649 (0.13693195677551293) | > loss_disc_real_1: 0.17484256625175476 (0.19533839686591423) | > loss_disc_real_2: 0.21301314234733582 (0.19141814120617628) | > loss_disc_real_3: 0.17461048066616058 (0.20231048945748498) | > loss_disc_real_4: 0.20175205171108246 (0.19772713657906046) | > loss_disc_real_5: 0.1945478767156601 (0.20241217594925195) | > loss_0: 2.0420892238616943 (2.2088642217934753) | > grad_norm_0: tensor(25.0670, device='cuda:0') (tensor(32.2768, device='cuda:0')) | > loss_gen: 3.036207675933838 (2.7769848562220227) | > loss_kl: 1.8433759212493896 (1.7599394242958666) | > loss_feat: 9.455387115478516 (8.33584169815444) | > loss_mel: 14.395195960998535 (13.799060463481105) | > loss_duration: 1.6838314533233643 (1.7219829659020771) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.413997650146484 (28.393809355874925) | > grad_norm_1: tensor(954.0658, device='cuda:0') (tensor(718.2521, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8989 (0.8460249782032813) | > loader_time: 0.0114 (0.010970852553208094)  --> TIME: 2025-05-09 01:05:14 -- STEP: 612/725 -- GLOBAL_STEP: 93600 | > loss_disc: 2.172247886657715 (2.208277286267747) | > loss_disc_real_0: 0.143638476729393 (0.13631046336338992) | > loss_disc_real_1: 0.20112839341163635 (0.1953715244247243) | > loss_disc_real_2: 0.1892554759979248 (0.19160791294150112) | > loss_disc_real_3: 0.2136273831129074 (0.20251133107866326) | > loss_disc_real_4: 0.20969520509243011 (0.19779456750142807) | > loss_disc_real_5: 0.21355801820755005 (0.20255921234443688) | > loss_0: 2.172247886657715 (2.208277286267747) | > grad_norm_0: tensor(45.9620, device='cuda:0') (tensor(32.3511, device='cuda:0')) | > loss_gen: 2.949223041534424 (2.7767262151038703) | > loss_kl: 1.8434903621673584 (1.7596102325744878) | > loss_feat: 8.682906150817871 (8.335348757263889) | > loss_mel: 13.78956127166748 (13.775932224747407) | > loss_duration: 1.6516047716140747 (1.721486550530577) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.916786193847656 (28.369103952170978) | > grad_norm_1: tensor(933.2145, device='cuda:0') (tensor(725.7139, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.807 (0.8463171486761055) | > loader_time: 0.0093 (0.010937264931747327)  --> TIME: 2025-05-09 01:05:57 -- STEP: 662/725 -- GLOBAL_STEP: 93650 | > loss_disc: 2.159003257751465 (2.2082196103121934) | > loss_disc_real_0: 0.10652565956115723 (0.13618267571210324) | > loss_disc_real_1: 0.18807998299598694 (0.19535480995642815) | > loss_disc_real_2: 0.20249256491661072 (0.19155718568498642) | > loss_disc_real_3: 0.2043701559305191 (0.20261180004684579) | > loss_disc_real_4: 0.2128293812274933 (0.19802354107360465) | > loss_disc_real_5: 0.22540977597236633 (0.20243903889891965) | > loss_0: 2.159003257751465 (2.2082196103121934) | > grad_norm_0: tensor(54.3783, device='cuda:0') (tensor(32.6713, device='cuda:0')) | > loss_gen: 2.708951473236084 (2.7773036481390507) | > loss_kl: 1.709464192390442 (1.7605427960974933) | > loss_feat: 8.440747261047363 (8.339042658532145) | > loss_mel: 14.47159194946289 (13.781396769324823) | > loss_duration: 1.7203246355056763 (1.7218429993646742) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.05108070373535 (28.380128840305293) | > grad_norm_1: tensor(1087.5049, device='cuda:0') (tensor(731.0181, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8624 (0.8455805436361953) | > loader_time: 0.0107 (0.01092999831427259)  --> TIME: 2025-05-09 01:06:40 -- STEP: 712/725 -- GLOBAL_STEP: 93700 | > loss_disc: 2.0876305103302 (2.2049702111254916) | > loss_disc_real_0: 0.0646609291434288 (0.1355535911783324) | > loss_disc_real_1: 0.18944425880908966 (0.19505174922641744) | > loss_disc_real_2: 0.22965888679027557 (0.19144936975384705) | > loss_disc_real_3: 0.197305828332901 (0.2025514389231298) | > loss_disc_real_4: 0.218233123421669 (0.19780527503135498) | > loss_disc_real_5: 0.20409128069877625 (0.2022550729197565) | > loss_0: 2.0876305103302 (2.2049702111254916) | > grad_norm_0: tensor(17.7446, device='cuda:0') (tensor(33.0212, device='cuda:0')) | > loss_gen: 2.813800811767578 (2.782949624771477) | > loss_kl: 1.9792406558990479 (1.7643099825703696) | > loss_feat: 8.785392761230469 (8.36655432052827) | > loss_mel: 14.838650703430176 (13.7972112438652) | > loss_duration: 1.7362253665924072 (1.7212279882658734) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.153308868408203 (28.432253119650852) | > grad_norm_1: tensor(644.6801, device='cuda:0') (tensor(737.1237, device='cuda:0')) | > current_lr_0: 0.00019838148297050769 | > current_lr_1: 0.00019838148297050769 | > step_time: 0.8148 (0.8457475284512124) | > loader_time: 0.011 (0.010972568493210863)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0656726360321045 (2.0656726360321045) | > loss_disc_real_0: 0.1097167357802391 (0.1097167357802391) | > loss_disc_real_1: 0.16332466900348663 (0.16332466900348663) | > loss_disc_real_2: 0.16526377201080322 (0.16526377201080322) | > loss_disc_real_3: 0.15135975182056427 (0.15135975182056427) | > loss_disc_real_4: 0.2198018729686737 (0.2198018729686737) | > loss_disc_real_5: 0.20368896424770355 (0.20368896424770355) | > loss_0: 2.0656726360321045 (2.0656726360321045) | > loss_gen: 2.726961374282837 (2.726961374282837) | > loss_kl: 2.115776538848877 (2.115776538848877) | > loss_feat: 8.536282539367676 (8.536282539367676) | > loss_mel: 14.146042823791504 (14.146042823791504) | > loss_duration: 1.6958054304122925 (1.6958054304122925) | > loss_1: 29.220869064331055 (29.220869064331055)  --> STEP: 1 | > loss_disc: 2.130323886871338 (2.130323886871338) | > loss_disc_real_0: 0.10707677155733109 (0.10707677155733109) | > loss_disc_real_1: 0.16645973920822144 (0.16645973920822144) | > loss_disc_real_2: 0.1587229073047638 (0.1587229073047638) | > loss_disc_real_3: 0.16682273149490356 (0.16682273149490356) | > loss_disc_real_4: 0.21980704367160797 (0.21980704367160797) | > loss_disc_real_5: 0.22784507274627686 (0.22784507274627686) | > loss_0: 2.130323886871338 (2.130323886871338) | > loss_gen: 2.6903576850891113 (2.6903576850891113) | > loss_kl: 2.0479955673217773 (2.0479955673217773) | > loss_feat: 8.698674201965332 (8.698674201965332) | > loss_mel: 16.088571548461914 (16.088571548461914) | > loss_duration: 1.7567353248596191 (1.7567353248596191) | > loss_1: 31.282333374023438 (31.282333374023438)  --> STEP: 2 | > loss_disc: 2.1573920249938965 (2.143857955932617) | > loss_disc_real_0: 0.11585739254951477 (0.11146708205342293) | > loss_disc_real_1: 0.17060722410678864 (0.16853348165750504) | > loss_disc_real_2: 0.15668225288391113 (0.15770258009433746) | > loss_disc_real_3: 0.16461916267871857 (0.16572094708681107) | > loss_disc_real_4: 0.2118770182132721 (0.21584203094244003) | > loss_disc_real_5: 0.19848698377609253 (0.2131660282611847) | > loss_0: 2.1573920249938965 (2.143857955932617) | > loss_gen: 2.5508341789245605 (2.620595932006836) | > loss_kl: 1.9392929077148438 (1.9936442375183105) | > loss_feat: 8.04672622680664 (8.372700214385986) | > loss_mel: 13.901408195495605 (14.99498987197876) | > loss_duration: 1.8218367099761963 (1.7892860174179077) | > loss_1: 28.260099411010742 (29.77121639251709)  --> STEP: 3 | > loss_disc: 2.1202585697174072 (2.1359914938608804) | > loss_disc_real_0: 0.11588586121797562 (0.11294000844160716) | > loss_disc_real_1: 0.1725265234708786 (0.16986449559529623) | > loss_disc_real_2: 0.15053659677505493 (0.15531391898790994) | > loss_disc_real_3: 0.17474400997161865 (0.16872863471508026) | > loss_disc_real_4: 0.20774802565574646 (0.21314402918020883) | > loss_disc_real_5: 0.2273007333278656 (0.217877596616745) | > loss_0: 2.1202585697174072 (2.1359914938608804) | > loss_gen: 2.6789469718933105 (2.6400462786356607) | > loss_kl: 2.0260016918182373 (2.004430055618286) | > loss_feat: 9.230572700500488 (8.658657709757486) | > loss_mel: 14.855084419250488 (14.948354721069336) | > loss_duration: 1.7957161664962769 (1.7914294004440308) | > loss_1: 30.586322784423828 (30.042918523152668)  --> STEP: 4 | > loss_disc: 2.2560839653015137 (2.166014611721039) | > loss_disc_real_0: 0.1070345863699913 (0.1114636529237032) | > loss_disc_real_1: 0.16972839832305908 (0.16983047127723694) | > loss_disc_real_2: 0.15257591009140015 (0.1546294167637825) | > loss_disc_real_3: 0.16884362697601318 (0.1687573827803135) | > loss_disc_real_4: 0.25384286046028137 (0.22331873700022697) | > loss_disc_real_5: 0.26478371024131775 (0.22960412502288818) | > loss_0: 2.2560839653015137 (2.166014611721039) | > loss_gen: 2.4974899291992188 (2.6044071912765503) | > loss_kl: 1.7252376079559326 (1.9346319437026978) | > loss_feat: 8.466938972473145 (8.610728025436401) | > loss_mel: 13.412764549255371 (14.564457178115845) | > loss_duration: 1.729809045791626 (1.7760243117809296) | > loss_1: 27.83224105834961 (29.490249156951904) --> EVAL PERFORMANCE | > avg_loader_time: 0.27912259101867676 (-0.03002268075942993) | > avg_loss_disc: 2.166014611721039 (-0.08139145374298096) | > avg_loss_disc_real_0: 0.1114636529237032 (+0.007574437186121941) | > avg_loss_disc_real_1: 0.16983047127723694 (-0.0259103961288929) | > avg_loss_disc_real_2: 0.1546294167637825 (-0.054340261965990067) | > avg_loss_disc_real_3: 0.1687573827803135 (-0.060149673372507095) | > avg_loss_disc_real_4: 0.22331873700022697 (+0.03646685928106308) | > avg_loss_disc_real_5: 0.22960412502288818 (-0.0321972481906414) | > avg_loss_0: 2.166014611721039 (-0.08139145374298096) | > avg_loss_gen: 2.6044071912765503 (-0.01296907663345337) | > avg_loss_kl: 1.9346319437026978 (+0.03144487738609314) | > avg_loss_feat: 8.610728025436401 (+0.6779347658157349) | > avg_loss_mel: 14.564457178115845 (+0.2549612522125244) | > avg_loss_duration: 1.7760243117809296 (-0.00951850414276123) | > avg_loss_1: 29.490249156951904 (+0.9418549537658691)  > EPOCH: 66/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 01:06:57)   --> TIME: 2025-05-09 01:07:32 -- STEP: 37/725 -- GLOBAL_STEP: 93750 | > loss_disc: 2.151817560195923 (2.214099239658665) | > loss_disc_real_0: 0.09516148269176483 (0.13205235995150902) | > loss_disc_real_1: 0.1715860217809677 (0.19748695597455307) | > loss_disc_real_2: 0.16819602251052856 (0.18946240963162603) | > loss_disc_real_3: 0.15950907766819 (0.20126942041757945) | > loss_disc_real_4: 0.20130376517772675 (0.20045479084994342) | > loss_disc_real_5: 0.18478387594223022 (0.20559038906484037) | > loss_0: 2.151817560195923 (2.214099239658665) | > grad_norm_0: tensor(33.5514, device='cuda:0') (tensor(31.7896, device='cuda:0')) | > loss_gen: 2.7319040298461914 (2.7595881062584953) | > loss_kl: 1.8728407621383667 (1.791161018448907) | > loss_feat: 8.812636375427246 (8.34528388203801) | > loss_mel: 13.665245056152344 (13.76430740871945) | > loss_duration: 1.7057456970214844 (1.7097724192851298) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.788372039794922 (28.37011296040303) | > grad_norm_1: tensor(837.6991, device='cuda:0') (tensor(741.6487, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.854 (0.862509669484319) | > loader_time: 0.0103 (0.010689045931841876)  --> TIME: 2025-05-09 01:08:15 -- STEP: 87/725 -- GLOBAL_STEP: 93800 | > loss_disc: 2.176976203918457 (2.1950155455490643) | > loss_disc_real_0: 0.16032031178474426 (0.1286834900577863) | > loss_disc_real_1: 0.16530491411685944 (0.1973220132205678) | > loss_disc_real_2: 0.17954742908477783 (0.1907110738343206) | > loss_disc_real_3: 0.1835598349571228 (0.2026280176708068) | > loss_disc_real_4: 0.19816100597381592 (0.19904244579802985) | > loss_disc_real_5: 0.24100440740585327 (0.20035109283595248) | > loss_0: 2.176976203918457 (2.1950155455490643) | > grad_norm_0: tensor(52.4869, device='cuda:0') (tensor(32.3336, device='cuda:0')) | > loss_gen: 3.0593438148498535 (2.8002258991372995) | > loss_kl: 1.964779019355774 (1.7914186894208535) | > loss_feat: 8.783979415893555 (8.423893747658566) | > loss_mel: 14.172135353088379 (13.736384819293844) | > loss_duration: 1.6906052827835083 (1.713010017899261) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.67084312438965 (28.464933373462195) | > grad_norm_1: tensor(540.7093, device='cuda:0') (tensor(711.0052, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8319 (0.8592663633412326) | > loader_time: 0.0094 (0.010719167775121226)  --> TIME: 2025-05-09 01:08:59 -- STEP: 137/725 -- GLOBAL_STEP: 93850 | > loss_disc: 2.199317455291748 (2.1898829902175576) | > loss_disc_real_0: 0.09340065717697144 (0.12651240004457698) | > loss_disc_real_1: 0.187662273645401 (0.19553409777853611) | > loss_disc_real_2: 0.1834082156419754 (0.19151449812589771) | > loss_disc_real_3: 0.20308157801628113 (0.20201502740383148) | > loss_disc_real_4: 0.18530835211277008 (0.19841903448104858) | > loss_disc_real_5: 0.21299049258232117 (0.2000669273581818) | > loss_0: 2.199317455291748 (2.1898829902175576) | > grad_norm_0: tensor(24.9283, device='cuda:0') (tensor(32.9508, device='cuda:0')) | > loss_gen: 2.8961000442504883 (2.801931033169266) | > loss_kl: 1.826263189315796 (1.7703119751310696) | > loss_feat: 9.500651359558105 (8.430326454830867) | > loss_mel: 14.127484321594238 (13.71962793030008) | > loss_duration: 1.7101902961730957 (1.7143009944553793) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.060688018798828 (28.43649843313398) | > grad_norm_1: tensor(644.8376, device='cuda:0') (tensor(714.4006, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.7963 (0.8551638091567657) | > loader_time: 0.0112 (0.010728056413413832)  --> TIME: 2025-05-09 01:09:42 -- STEP: 187/725 -- GLOBAL_STEP: 93900 | > loss_disc: 2.2206764221191406 (2.1912836518517156) | > loss_disc_real_0: 0.1131768524646759 (0.12840680040937053) | > loss_disc_real_1: 0.20842188596725464 (0.19580451610254093) | > loss_disc_real_2: 0.19908052682876587 (0.19146356472675813) | > loss_disc_real_3: 0.21436555683612823 (0.20174653095038816) | > loss_disc_real_4: 0.21238073706626892 (0.1977183303252898) | > loss_disc_real_5: 0.23559920489788055 (0.20071357034425685) | > loss_0: 2.2206764221191406 (2.1912836518517156) | > grad_norm_0: tensor(20.4308, device='cuda:0') (tensor(33.4292, device='cuda:0')) | > loss_gen: 2.7319347858428955 (2.7987287312267948) | > loss_kl: 1.7068078517913818 (1.764196647679742) | > loss_feat: 8.030900001525879 (8.400186908436329) | > loss_mel: 13.090263366699219 (13.713090197925265) | > loss_duration: 1.736140251159668 (1.7165846021417628) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.29604721069336 (28.392787178569936) | > grad_norm_1: tensor(607.8274, device='cuda:0') (tensor(737.4819, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8426 (0.8528566538968823) | > loader_time: 0.011 (0.01084999094672381)  --> TIME: 2025-05-09 01:10:25 -- STEP: 237/725 -- GLOBAL_STEP: 93950 | > loss_disc: 2.266479253768921 (2.1862418053019406) | > loss_disc_real_0: 0.15093772113323212 (0.12601976420431707) | > loss_disc_real_1: 0.21531453728675842 (0.19567028329342226) | > loss_disc_real_2: 0.2060975283384323 (0.19121240544671247) | > loss_disc_real_3: 0.21306878328323364 (0.20202345184133022) | > loss_disc_real_4: 0.2144860327243805 (0.19806508814232257) | > loss_disc_real_5: 0.2060975879430771 (0.19999205701461825) | > loss_0: 2.266479253768921 (2.1862418053019406) | > grad_norm_0: tensor(43.4443, device='cuda:0') (tensor(33.1607, device='cuda:0')) | > loss_gen: 2.8906991481781006 (2.808114799266124) | > loss_kl: 2.134812593460083 (1.7681127404361838) | > loss_feat: 8.03123664855957 (8.452403973929481) | > loss_mel: 13.37534236907959 (13.776087463153567) | > loss_duration: 1.6927568912506104 (1.7157989066361374) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.124847412109375 (28.52051796893027) | > grad_norm_1: tensor(697.0770, device='cuda:0') (tensor(746.3950, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.831 (0.8524027755994834) | > loader_time: 0.0142 (0.010934278431823985)  --> TIME: 2025-05-09 01:11:08 -- STEP: 287/725 -- GLOBAL_STEP: 94000 | > loss_disc: 2.322056770324707 (2.1908901273581214) | > loss_disc_real_0: 0.1515643447637558 (0.12776846391917934) | > loss_disc_real_1: 0.1664845198392868 (0.1963360684985483) | > loss_disc_real_2: 0.2144027203321457 (0.1912028214761189) | > loss_disc_real_3: 0.21605941653251648 (0.2020720153112445) | > loss_disc_real_4: 0.20238900184631348 (0.19808343426691113) | > loss_disc_real_5: 0.22770169377326965 (0.20080477274461078) | > loss_0: 2.322056770324707 (2.1908901273581214) | > grad_norm_0: tensor(44.7030, device='cuda:0') (tensor(34.2166, device='cuda:0')) | > loss_gen: 2.6466994285583496 (2.8003702919657645) | > loss_kl: 1.623949646949768 (1.7697992050689273) | > loss_feat: 7.258309841156006 (8.419751841847484) | > loss_mel: 11.732933044433594 (13.73942573560655) | > loss_duration: 1.7486047744750977 (1.7162404101900108) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.010498046875 (28.445587590181038) | > grad_norm_1: tensor(704.5193, device='cuda:0') (tensor(768.6944, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.7954 (0.8511176491448272) | > loader_time: 0.0122 (0.010982250087352577) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_94000.pth  --> TIME: 2025-05-09 01:11:55 -- STEP: 337/725 -- GLOBAL_STEP: 94050 | > loss_disc: 2.112694025039673 (2.1893538310902763) | > loss_disc_real_0: 0.10787961632013321 (0.12890785967914575) | > loss_disc_real_1: 0.18135841190814972 (0.19586883613546804) | > loss_disc_real_2: 0.17235484719276428 (0.19099068951182266) | > loss_disc_real_3: 0.25737378001213074 (0.2021781574017217) | > loss_disc_real_4: 0.18177677690982819 (0.1978012421541468) | > loss_disc_real_5: 0.17614683508872986 (0.20033770879227625) | > loss_0: 2.112694025039673 (2.1893538310902763) | > grad_norm_0: tensor(21.6375, device='cuda:0') (tensor(35.0723, device='cuda:0')) | > loss_gen: 2.836782217025757 (2.8086087710779593) | > loss_kl: 1.6811470985412598 (1.7657785178645782) | > loss_feat: 10.091861724853516 (8.461897371784508) | > loss_mel: 16.252635955810547 (13.796075829412533) | > loss_duration: 1.7162325382232666 (1.716235022516562) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.57865905761719 (28.548595598260444) | > grad_norm_1: tensor(857.0394, device='cuda:0') (tensor(761.2416, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8892 (0.8522136727850937) | > loader_time: 0.0121 (0.01096344418624742)  --> TIME: 2025-05-09 01:12:38 -- STEP: 387/725 -- GLOBAL_STEP: 94100 | > loss_disc: 2.3029744625091553 (2.194613015620899) | > loss_disc_real_0: 0.14998559653759003 (0.13006588096612495) | > loss_disc_real_1: 0.19311107695102692 (0.19598783852980114) | > loss_disc_real_2: 0.20805439352989197 (0.19157873275052054) | > loss_disc_real_3: 0.2224762737751007 (0.20258110750091177) | > loss_disc_real_4: 0.24088804423809052 (0.19824132746812287) | > loss_disc_real_5: 0.22014304995536804 (0.2007814590706075) | > loss_0: 2.3029744625091553 (2.194613015620899) | > grad_norm_0: tensor(35.5077, device='cuda:0') (tensor(34.0272, device='cuda:0')) | > loss_gen: 2.5228052139282227 (2.7979830272438013) | > loss_kl: 1.5922660827636719 (1.768978923174146) | > loss_feat: 7.078038692474365 (8.429394813163022) | > loss_mel: 11.921918869018555 (13.765103500326783) | > loss_duration: 1.8042527437210083 (1.717011423998101) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.919281005859375 (28.478471775695642) | > grad_norm_1: tensor(1002.9593, device='cuda:0') (tensor(759.5849, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8587 (0.85203280991054) | > loader_time: 0.0103 (0.010989828627238898)  --> TIME: 2025-05-09 01:13:21 -- STEP: 437/725 -- GLOBAL_STEP: 94150 | > loss_disc: 2.3539676666259766 (2.1931257771681865) | > loss_disc_real_0: 0.1502498984336853 (0.13075069237491907) | > loss_disc_real_1: 0.18682771921157837 (0.19558020515763783) | > loss_disc_real_2: 0.20804940164089203 (0.1912575645427682) | > loss_disc_real_3: 0.21283940970897675 (0.20232181281737938) | > loss_disc_real_4: 0.21038776636123657 (0.19779622326317306) | > loss_disc_real_5: 0.23550277948379517 (0.20060437985906895) | > loss_0: 2.3539676666259766 (2.1931257771681865) | > grad_norm_0: tensor(11.0684, device='cuda:0') (tensor(34.3615, device='cuda:0')) | > loss_gen: 2.5766358375549316 (2.8019813209158353) | > loss_kl: 1.7506091594696045 (1.7691933642262998) | > loss_feat: 7.653417110443115 (8.448873871251156) | > loss_mel: 13.238577842712402 (13.784151131828535) | > loss_duration: 1.681195855140686 (1.7169178421491889) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.900436401367188 (28.521117601023658) | > grad_norm_1: tensor(260.0690, device='cuda:0') (tensor(761.1846, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8992 (0.8508276808452823) | > loader_time: 0.0099 (0.010970216048391237)  --> TIME: 2025-05-09 01:14:04 -- STEP: 487/725 -- GLOBAL_STEP: 94200 | > loss_disc: 2.3690216541290283 (2.192989384613976) | > loss_disc_real_0: 0.17405956983566284 (0.1304707273351339) | > loss_disc_real_1: 0.17762117087841034 (0.1956472879378947) | > loss_disc_real_2: 0.221711665391922 (0.191194987915135) | > loss_disc_real_3: 0.22360770404338837 (0.20228497892067424) | > loss_disc_real_4: 0.2229810357093811 (0.19780417906552608) | > loss_disc_real_5: 0.21630670130252838 (0.2010252481552121) | > loss_0: 2.3690216541290283 (2.192989384613976) | > grad_norm_0: tensor(19.0933, device='cuda:0') (tensor(33.8817, device='cuda:0')) | > loss_gen: 2.5159571170806885 (2.7995098533082077) | > loss_kl: 1.8082571029663086 (1.76772223679192) | > loss_feat: 6.744248867034912 (8.435755907877262) | > loss_mel: 11.759275436401367 (13.77056598075851) | > loss_duration: 1.7156460285186768 (1.7179615813359097) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.543384552001953 (28.491515631548435) | > grad_norm_1: tensor(680.5453, device='cuda:0') (tensor(765.5382, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8086 (0.8497991101697728) | > loader_time: 0.0101 (0.010966355306167129)  --> TIME: 2025-05-09 01:14:46 -- STEP: 537/725 -- GLOBAL_STEP: 94250 | > loss_disc: 2.210456371307373 (2.191784765023314) | > loss_disc_real_0: 0.16004402935504913 (0.1307160922601903) | > loss_disc_real_1: 0.22131489217281342 (0.19548200842277516) | > loss_disc_real_2: 0.18373353779315948 (0.1909761367507931) | > loss_disc_real_3: 0.22984008491039276 (0.2022754178699835) | > loss_disc_real_4: 0.22620801627635956 (0.1976918469649675) | > loss_disc_real_5: 0.23187653720378876 (0.20059045536003087) | > loss_0: 2.210456371307373 (2.191784765023314) | > grad_norm_0: tensor(36.4765, device='cuda:0') (tensor(34.2846, device='cuda:0')) | > loss_gen: 3.0967884063720703 (2.803465527973141) | > loss_kl: 1.6208869218826294 (1.7680475736241545) | > loss_feat: 9.020397186279297 (8.440188475383275) | > loss_mel: 14.117045402526855 (13.760087483866032) | > loss_duration: 1.761196494102478 (1.7194491123131979) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.616313934326172 (28.491238251300718) | > grad_norm_1: tensor(753.8768, device='cuda:0') (tensor(757.9783, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8148 (0.8490185817526703) | > loader_time: 0.0114 (0.01098917982431763)  --> TIME: 2025-05-09 01:15:29 -- STEP: 587/725 -- GLOBAL_STEP: 94300 | > loss_disc: 2.3021364212036133 (2.1915078479955294) | > loss_disc_real_0: 0.14010021090507507 (0.1302876904403737) | > loss_disc_real_1: 0.22520726919174194 (0.19552769533515585) | > loss_disc_real_2: 0.19810155034065247 (0.19099818992553824) | > loss_disc_real_3: 0.22111408412456512 (0.20231981143939234) | > loss_disc_real_4: 0.20282135903835297 (0.19767642460344584) | > loss_disc_real_5: 0.1942005604505539 (0.2005261988260069) | > loss_0: 2.3021364212036133 (2.1915078479955294) | > grad_norm_0: tensor(33.9143, device='cuda:0') (tensor(34.0892, device='cuda:0')) | > loss_gen: 2.6451563835144043 (2.802872205308594) | > loss_kl: 1.7980971336364746 (1.7674715961670753) | > loss_feat: 7.210877418518066 (8.440210235992112) | > loss_mel: 12.43979263305664 (13.750721122377776) | > loss_duration: 1.7122738361358643 (1.7195686313119003) | > amp_scaler: 256.0 (128.21805792163542) | > loss_1: 25.806198120117188 (28.480843864063996) | > grad_norm_1: tensor(992.8452, device='cuda:0') (tensor(760.9451, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8498 (0.8480555044528365) | > loader_time: 0.0111 (0.010992468520364318)  --> TIME: 2025-05-09 01:16:12 -- STEP: 637/725 -- GLOBAL_STEP: 94350 | > loss_disc: 2.2326018810272217 (2.19474034855841) | > loss_disc_real_0: 0.1769256740808487 (0.13060341106385603) | > loss_disc_real_1: 0.19988368451595306 (0.1957656796583014) | > loss_disc_real_2: 0.20338629186153412 (0.19122591504777428) | > loss_disc_real_3: 0.22101368010044098 (0.20244295612047772) | > loss_disc_real_4: 0.18021422624588013 (0.19784187557090946) | > loss_disc_real_5: 0.20731940865516663 (0.20106451699928385) | > loss_0: 2.2326018810272217 (2.19474034855841) | > grad_norm_0: tensor(82.7750, device='cuda:0') (tensor(33.7858, device='cuda:0')) | > loss_gen: 2.820110321044922 (2.797223347883961) | > loss_kl: 1.7007452249526978 (1.76556257456775) | > loss_feat: 8.244074821472168 (8.410158163337165) | > loss_mel: 13.634119987487793 (13.725589560564122) | > loss_duration: 1.695497751235962 (1.720016799317424) | > amp_scaler: 128.0 (128.20094191522765) | > loss_1: 28.09454917907715 (28.418550524269953) | > grad_norm_1: tensor(1193.2820, device='cuda:0') (tensor(761.3460, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8384 (0.8473352438988074) | > loader_time: 0.0108 (0.010992968288283892)  --> TIME: 2025-05-09 01:16:55 -- STEP: 687/725 -- GLOBAL_STEP: 94400 | > loss_disc: 1.9890044927597046 (2.196184615207378) | > loss_disc_real_0: 0.13296188414096832 (0.1313463014318693) | > loss_disc_real_1: 0.17623116075992584 (0.1957888661557063) | > loss_disc_real_2: 0.1898619532585144 (0.19134049998186908) | > loss_disc_real_3: 0.16291283071041107 (0.2024479732025834) | > loss_disc_real_4: 0.18179495632648468 (0.198007470048324) | > loss_disc_real_5: 0.1781243085861206 (0.20082194072884438) | > loss_0: 1.9890044927597046 (2.196184615207378) | > grad_norm_0: tensor(50.3003, device='cuda:0') (tensor(34.1736, device='cuda:0')) | > loss_gen: 3.0568573474884033 (2.797866147678493) | > loss_kl: 1.8256701231002808 (1.7607078838556613) | > loss_feat: 10.19237232208252 (8.408407109273048) | > loss_mel: 15.584357261657715 (13.732848440889361) | > loss_duration: 1.7222236394882202 (1.7205418858465666) | > amp_scaler: 128.0 (128.18631732168853) | > loss_1: 32.3814811706543 (28.420371545627823) | > grad_norm_1: tensor(712.0258, device='cuda:0') (tensor(758.8499, device='cuda:0')) | > current_lr_0: 0.00019835668528513637 | > current_lr_1: 0.00019835668528513637 | > step_time: 0.8469 (0.8467937157837753) | > loader_time: 0.0101 (0.011016023558126614)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3239619731903076 (2.3239619731903076) | > loss_disc_real_0: 0.13752691447734833 (0.13752691447734833) | > loss_disc_real_1: 0.21886812150478363 (0.21886812150478363) | > loss_disc_real_2: 0.21032093465328217 (0.21032093465328217) | > loss_disc_real_3: 0.2715533375740051 (0.2715533375740051) | > loss_disc_real_4: 0.21485628187656403 (0.21485628187656403) | > loss_disc_real_5: 0.23119403421878815 (0.23119403421878815) | > loss_0: 2.3239619731903076 (2.3239619731903076) | > loss_gen: 2.5654637813568115 (2.5654637813568115) | > loss_kl: 1.9434577226638794 (1.9434577226638794) | > loss_feat: 7.568915367126465 (7.568915367126465) | > loss_mel: 12.705655097961426 (12.705655097961426) | > loss_duration: 1.6854454278945923 (1.6854454278945923) | > loss_1: 26.46893882751465 (26.46893882751465)  --> STEP: 1 | > loss_disc: 2.2441658973693848 (2.2441658973693848) | > loss_disc_real_0: 0.10863909870386124 (0.10863909870386124) | > loss_disc_real_1: 0.18812359869480133 (0.18812359869480133) | > loss_disc_real_2: 0.20844648778438568 (0.20844648778438568) | > loss_disc_real_3: 0.23614230751991272 (0.23614230751991272) | > loss_disc_real_4: 0.212931290268898 (0.212931290268898) | > loss_disc_real_5: 0.2617575228214264 (0.2617575228214264) | > loss_0: 2.2441658973693848 (2.2441658973693848) | > loss_gen: 2.68169903755188 (2.68169903755188) | > loss_kl: 1.9169237613677979 (1.9169237613677979) | > loss_feat: 8.236560821533203 (8.236560821533203) | > loss_mel: 14.939297676086426 (14.939297676086426) | > loss_duration: 1.781805396080017 (1.781805396080017) | > loss_1: 29.556285858154297 (29.556285858154297)  --> STEP: 2 | > loss_disc: 2.311005115509033 (2.277585506439209) | > loss_disc_real_0: 0.12120036780834198 (0.11491973325610161) | > loss_disc_real_1: 0.20764262974262238 (0.19788311421871185) | > loss_disc_real_2: 0.2144532948732376 (0.21144989132881165) | > loss_disc_real_3: 0.2392515391111374 (0.23769692331552505) | > loss_disc_real_4: 0.1996704638004303 (0.20630087703466415) | > loss_disc_real_5: 0.23263107240200043 (0.2471942976117134) | > loss_0: 2.311005115509033 (2.277585506439209) | > loss_gen: 2.4934988021850586 (2.5875989198684692) | > loss_kl: 1.8519012928009033 (1.8844125270843506) | > loss_feat: 7.315403938293457 (7.77598237991333) | > loss_mel: 13.930877685546875 (14.43508768081665) | > loss_duration: 1.8279740810394287 (1.804889738559723) | > loss_1: 27.41965675354004 (28.487971305847168)  --> STEP: 3 | > loss_disc: 2.2489514350891113 (2.2680408159891763) | > loss_disc_real_0: 0.11741641163825989 (0.1157519593834877) | > loss_disc_real_1: 0.23911066353321075 (0.21162563065687814) | > loss_disc_real_2: 0.21954193711280823 (0.21414723992347717) | > loss_disc_real_3: 0.2340133637189865 (0.23646907011667886) | > loss_disc_real_4: 0.17590570449829102 (0.1961691528558731) | > loss_disc_real_5: 0.22836250066757202 (0.2409170319636663) | > loss_0: 2.2489514350891113 (2.2680408159891763) | > loss_gen: 2.5884735584259033 (2.5878904660542807) | > loss_kl: 1.8604497909545898 (1.8764249483744304) | > loss_feat: 8.429195404052734 (7.993720054626465) | > loss_mel: 14.390402793884277 (14.42019271850586) | > loss_duration: 1.819823980331421 (1.8098678191502888) | > loss_1: 29.088346481323242 (28.68809636433919)  --> STEP: 4 | > loss_disc: 2.1479315757751465 (2.238013505935669) | > loss_disc_real_0: 0.10527492314577103 (0.11313270032405853) | > loss_disc_real_1: 0.2064516842365265 (0.21033214405179024) | > loss_disc_real_2: 0.20846591889858246 (0.2127269096672535) | > loss_disc_real_3: 0.2289440780878067 (0.23458782210946083) | > loss_disc_real_4: 0.19311518967151642 (0.19540566205978394) | > loss_disc_real_5: 0.22237743437290192 (0.2362821325659752) | > loss_0: 2.1479315757751465 (2.238013505935669) | > loss_gen: 2.7539072036743164 (2.6293946504592896) | > loss_kl: 1.9288384914398193 (1.8895283341407776) | > loss_feat: 9.49375057220459 (8.368727684020996) | > loss_mel: 15.629480361938477 (14.722514629364014) | > loss_duration: 1.7388331890106201 (1.7921091616153717) | > loss_1: 31.544809341430664 (29.40227460861206) --> EVAL PERFORMANCE | > avg_loader_time: 0.2818390130996704 (+0.0027164220809936523) | > avg_loss_disc: 2.238013505935669 (+0.07199889421463013) | > avg_loss_disc_real_0: 0.11313270032405853 (+0.001669047400355339) | > avg_loss_disc_real_1: 0.21033214405179024 (+0.0405016727745533) | > avg_loss_disc_real_2: 0.2127269096672535 (+0.05809749290347099) | > avg_loss_disc_real_3: 0.23458782210946083 (+0.06583043932914734) | > avg_loss_disc_real_4: 0.19540566205978394 (-0.02791307494044304) | > avg_loss_disc_real_5: 0.2362821325659752 (+0.006678007543087006) | > avg_loss_0: 2.238013505935669 (+0.07199889421463013) | > avg_loss_gen: 2.6293946504592896 (+0.024987459182739258) | > avg_loss_kl: 1.8895283341407776 (-0.045103609561920166) | > avg_loss_feat: 8.368727684020996 (-0.24200034141540527) | > avg_loss_mel: 14.722514629364014 (+0.15805745124816895) | > avg_loss_duration: 1.7921091616153717 (+0.01608484983444214) | > avg_loss_1: 29.40227460861206 (-0.08797454833984375)  > EPOCH: 67/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 01:17:34)   --> TIME: 2025-05-09 01:17:46 -- STEP: 12/725 -- GLOBAL_STEP: 94450 | > loss_disc: 2.0652661323547363 (2.138152539730072) | > loss_disc_real_0: 0.09785190969705582 (0.12287240972121556) | > loss_disc_real_1: 0.20194651186466217 (0.18957531079649925) | > loss_disc_real_2: 0.20718879997730255 (0.1883762888610363) | > loss_disc_real_3: 0.186204731464386 (0.20045549546678862) | > loss_disc_real_4: 0.20947101712226868 (0.1949320137500763) | > loss_disc_real_5: 0.18991099298000336 (0.20386647805571556) | > loss_0: 2.0652661323547363 (2.138152539730072) | > grad_norm_0: tensor(27.8470, device='cuda:0') (tensor(33.8458, device='cuda:0')) | > loss_gen: 3.072843551635742 (2.868511458237966) | > loss_kl: 1.8279696702957153 (1.8099704384803772) | > loss_feat: 9.349004745483398 (8.526309967041016) | > loss_mel: 15.793238639831543 (13.950069268544516) | > loss_duration: 1.7469651699066162 (1.726152817408244) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.790021896362305 (28.881013870239258) | > grad_norm_1: tensor(1253.5405, device='cuda:0') (tensor(797.4203, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8394 (0.8389642039934794) | > loader_time: 0.0107 (0.01063533624013265)  --> TIME: 2025-05-09 01:18:29 -- STEP: 62/725 -- GLOBAL_STEP: 94500 | > loss_disc: 2.371260643005371 (2.1745189197601804) | > loss_disc_real_0: 0.11147619038820267 (0.12025919526575073) | > loss_disc_real_1: 0.21723847091197968 (0.1946003026058597) | > loss_disc_real_2: 0.22724413871765137 (0.1938791299058545) | > loss_disc_real_3: 0.1891200691461563 (0.20190489075837598) | > loss_disc_real_4: 0.1903967410326004 (0.19644097238779068) | > loss_disc_real_5: 0.18882164359092712 (0.20142505558267718) | > loss_0: 2.371260643005371 (2.1745189197601804) | > grad_norm_0: tensor(41.0634, device='cuda:0') (tensor(29.4942, device='cuda:0')) | > loss_gen: 2.5215511322021484 (2.8115233182907104) | > loss_kl: 1.6553425788879395 (1.7970741352727335) | > loss_feat: 6.953929901123047 (8.384085286048151) | > loss_mel: 11.74589729309082 (13.672811938870337) | > loss_duration: 1.777529239654541 (1.7202008770358177) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.65424919128418 (28.385695703567997) | > grad_norm_1: tensor(136.1873, device='cuda:0') (tensor(751.2058, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8282 (0.8411524603443761) | > loader_time: 0.0119 (0.011133874616315287)  --> TIME: 2025-05-09 01:19:12 -- STEP: 112/725 -- GLOBAL_STEP: 94550 | > loss_disc: 2.37716007232666 (2.1968859902450015) | > loss_disc_real_0: 0.10485969483852386 (0.12607971449116506) | > loss_disc_real_1: 0.1997634619474411 (0.1966987956049187) | > loss_disc_real_2: 0.1931234747171402 (0.19393482099154166) | > loss_disc_real_3: 0.2072276473045349 (0.20280163030007056) | > loss_disc_real_4: 0.2103855311870575 (0.19828296639025209) | > loss_disc_real_5: 0.2177833765745163 (0.20319575603519166) | > loss_0: 2.37716007232666 (2.1968859902450015) | > grad_norm_0: tensor(11.9481, device='cuda:0') (tensor(30.6915, device='cuda:0')) | > loss_gen: 2.4103262424468994 (2.8047647199460437) | > loss_kl: 1.806102991104126 (1.7830174629177367) | > loss_feat: 7.380620956420898 (8.328837505408693) | > loss_mel: 12.823090553283691 (13.60485520533153) | > loss_duration: 1.7325637340545654 (1.7260114433509963) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.1527042388916 (28.24748643807002) | > grad_norm_1: tensor(720.9404, device='cuda:0') (tensor(716.4516, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8288 (0.8406954705715179) | > loader_time: 0.0097 (0.011135452560016084)  --> TIME: 2025-05-09 01:19:55 -- STEP: 162/725 -- GLOBAL_STEP: 94600 | > loss_disc: 2.150946617126465 (2.1961611008938453) | > loss_disc_real_0: 0.14225108921527863 (0.12821189215245798) | > loss_disc_real_1: 0.16879288852214813 (0.19597643052722202) | > loss_disc_real_2: 0.18721817433834076 (0.19342291787450694) | > loss_disc_real_3: 0.1760074347257614 (0.20258377887952475) | > loss_disc_real_4: 0.194727823138237 (0.19811798089448313) | > loss_disc_real_5: 0.21191862225532532 (0.20188338373914178) | > loss_0: 2.150946617126465 (2.1961611008938453) | > grad_norm_0: tensor(63.0128, device='cuda:0') (tensor(31.0451, device='cuda:0')) | > loss_gen: 2.9100148677825928 (2.7989424408218) | > loss_kl: 2.0687053203582764 (1.7860722092934598) | > loss_feat: 8.785744667053223 (8.332256914656838) | > loss_mel: 14.920446395874023 (13.544050828910171) | > loss_duration: 1.6912102699279785 (1.7258960906370187) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.376121520996094 (28.187218595434118) | > grad_norm_1: tensor(1159.7606, device='cuda:0') (tensor(738.6844, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8365 (0.8402836013723303) | > loader_time: 0.0099 (0.011191119382410866)  --> TIME: 2025-05-09 01:20:38 -- STEP: 212/725 -- GLOBAL_STEP: 94650 | > loss_disc: 1.9972676038742065 (2.1979953483590533) | > loss_disc_real_0: 0.08024344593286514 (0.13043210790756163) | > loss_disc_real_1: 0.17136886715888977 (0.19605299619571218) | > loss_disc_real_2: 0.22868122160434723 (0.1932469853815042) | > loss_disc_real_3: 0.21471208333969116 (0.20288670674528717) | > loss_disc_real_4: 0.19196750223636627 (0.197914062876184) | > loss_disc_real_5: 0.16309025883674622 (0.20137927561717214) | > loss_0: 1.9972676038742065 (2.1979953483590533) | > grad_norm_0: tensor(15.9693, device='cuda:0') (tensor(32.6862, device='cuda:0')) | > loss_gen: 2.974490165710449 (2.797649585975791) | > loss_kl: 1.593860149383545 (1.7955842147458274) | > loss_feat: 9.340991973876953 (8.33219371876626) | > loss_mel: 13.632957458496094 (13.551776247204478) | > loss_duration: 1.728166103363037 (1.7246827117677004) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.27046775817871 (28.201886581924725) | > grad_norm_1: tensor(689.3661, device='cuda:0') (tensor(756.4212, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.841 (0.8419830517948799) | > loader_time: 0.012 (0.011269053198256582)  --> TIME: 2025-05-09 01:21:21 -- STEP: 262/725 -- GLOBAL_STEP: 94700 | > loss_disc: 2.2210588455200195 (2.203253119501448) | > loss_disc_real_0: 0.09523509442806244 (0.13215035217181406) | > loss_disc_real_1: 0.19520558416843414 (0.19641434884708348) | > loss_disc_real_2: 0.17657805979251862 (0.19343229912164553) | > loss_disc_real_3: 0.1840321123600006 (0.20242874978380349) | > loss_disc_real_4: 0.20551295578479767 (0.19751123896309436) | > loss_disc_real_5: 0.20582228899002075 (0.20203859080340117) | > loss_0: 2.2210588455200195 (2.203253119501448) | > grad_norm_0: tensor(27.0182, device='cuda:0') (tensor(32.4854, device='cuda:0')) | > loss_gen: 2.6678287982940674 (2.787169511081608) | > loss_kl: 1.838431715965271 (1.7914232880104588) | > loss_feat: 8.026341438293457 (8.295226106206872) | > loss_mel: 13.875017166137695 (13.522995002397145) | > loss_duration: 1.6849875450134277 (1.7244740465215145) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.092607498168945 (28.121288052042022) | > grad_norm_1: tensor(875.9410, device='cuda:0') (tensor(760.3922, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8957 (0.8420127602933928) | > loader_time: 0.0111 (0.011296777324822113)  --> TIME: 2025-05-09 01:22:04 -- STEP: 312/725 -- GLOBAL_STEP: 94750 | > loss_disc: 2.112567901611328 (2.204427543741007) | > loss_disc_real_0: 0.14735214412212372 (0.13217942165927235) | > loss_disc_real_1: 0.17565615475177765 (0.19633199900197676) | > loss_disc_real_2: 0.1849575936794281 (0.1934890680683729) | > loss_disc_real_3: 0.2201337218284607 (0.2026269407226489) | > loss_disc_real_4: 0.21359403431415558 (0.19827441651469607) | > loss_disc_real_5: 0.23016060888767242 (0.20160756030907992) | > loss_0: 2.112567901611328 (2.204427543741007) | > grad_norm_0: tensor(47.4281, device='cuda:0') (tensor(33.9397, device='cuda:0')) | > loss_gen: 2.963855266571045 (2.7905465165774026) | > loss_kl: 1.6680763959884644 (1.788195945131473) | > loss_feat: 8.952667236328125 (8.318856911781502) | > loss_mel: 14.906673431396484 (13.581352707667232) | > loss_duration: 1.7014188766479492 (1.7230571527511649) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.192691802978516 (28.20200931108915) | > grad_norm_1: tensor(1090.0430, device='cuda:0') (tensor(768.2450, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8444 (0.8434544595388268) | > loader_time: 0.0116 (0.011305147256606666)  --> TIME: 2025-05-09 01:22:48 -- STEP: 362/725 -- GLOBAL_STEP: 94800 | > loss_disc: 2.1810569763183594 (2.204286771255303) | > loss_disc_real_0: 0.09857994318008423 (0.13217686287523608) | > loss_disc_real_1: 0.21530258655548096 (0.19619846689766937) | > loss_disc_real_2: 0.20227277278900146 (0.19326606582212186) | > loss_disc_real_3: 0.18497192859649658 (0.20267149147407784) | > loss_disc_real_4: 0.2068885713815689 (0.19798173784221718) | > loss_disc_real_5: 0.23018455505371094 (0.20169781807048537) | > loss_0: 2.1810569763183594 (2.204286771255303) | > grad_norm_0: tensor(20.6278, device='cuda:0') (tensor(33.9354, device='cuda:0')) | > loss_gen: 2.831425428390503 (2.7880918795232623) | > loss_kl: 1.9250038862228394 (1.780156173758744) | > loss_feat: 8.474149703979492 (8.292700266969787) | > loss_mel: 14.097054481506348 (13.545816331937171) | > loss_duration: 1.6828471422195435 (1.7215024433741914) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.010480880737305 (28.128267156485038) | > grad_norm_1: tensor(342.4662, device='cuda:0') (tensor(776.2776, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8387 (0.8450712887621717) | > loader_time: 0.0119 (0.011305155016440718)  --> TIME: 2025-05-09 01:23:31 -- STEP: 412/725 -- GLOBAL_STEP: 94850 | > loss_disc: 2.167827844619751 (2.203755535547016) | > loss_disc_real_0: 0.11937317252159119 (0.13260592941592586) | > loss_disc_real_1: 0.173458531498909 (0.19613328543536868) | > loss_disc_real_2: 0.21060824394226074 (0.19321064130195137) | > loss_disc_real_3: 0.22335007786750793 (0.20230658652568326) | > loss_disc_real_4: 0.237241730093956 (0.19816466214732045) | > loss_disc_real_5: 0.1915750354528427 (0.2013921984697429) | > loss_0: 2.167827844619751 (2.203755535547016) | > grad_norm_0: tensor(51.3267, device='cuda:0') (tensor(34.5753, device='cuda:0')) | > loss_gen: 2.912322759628296 (2.790627669362189) | > loss_kl: 1.7289332151412964 (1.77888619234261) | > loss_feat: 9.43505573272705 (8.309581782053971) | > loss_mel: 14.44593620300293 (13.56423218736371) | > loss_duration: 1.706624984741211 (1.7209516352820167) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.228872299194336 (28.1642795257198) | > grad_norm_1: tensor(891.7061, device='cuda:0') (tensor(779.5963, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8521 (0.8452625627656586) | > loader_time: 0.0116 (0.011297672697641321)  --> TIME: 2025-05-09 01:24:14 -- STEP: 462/725 -- GLOBAL_STEP: 94900 | > loss_disc: 2.032957077026367 (2.2041594553819466) | > loss_disc_real_0: 0.07270389795303345 (0.13209560830387954) | > loss_disc_real_1: 0.19862151145935059 (0.1961072024393391) | > loss_disc_real_2: 0.2024122029542923 (0.1930296133671488) | > loss_disc_real_3: 0.18727819621562958 (0.20237177800693554) | > loss_disc_real_4: 0.19683006405830383 (0.1980019730729457) | > loss_disc_real_5: 0.20767951011657715 (0.20213039980564276) | > loss_0: 2.032957077026367 (2.2041594553819466) | > grad_norm_0: tensor(19.4052, device='cuda:0') (tensor(34.2755, device='cuda:0')) | > loss_gen: 3.2149055004119873 (2.786203501544474) | > loss_kl: 1.8106780052185059 (1.780333676895538) | > loss_feat: 10.028754234313965 (8.296843519458518) | > loss_mel: 15.312273979187012 (13.564950346430662) | > loss_duration: 1.752555251121521 (1.7201253898216018) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.11916732788086 (28.148456486788664) | > grad_norm_1: tensor(944.3793, device='cuda:0') (tensor(782.9543, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.7834 (0.8449950827148571) | > loader_time: 0.0134 (0.011302756540703054)  --> TIME: 2025-05-09 01:24:57 -- STEP: 512/725 -- GLOBAL_STEP: 94950 | > loss_disc: 2.1848745346069336 (2.2063833940774202) | > loss_disc_real_0: 0.12184182554483414 (0.1324180492592857) | > loss_disc_real_1: 0.18812748789787292 (0.19622597005218265) | > loss_disc_real_2: 0.18897320330142975 (0.19304219793411903) | > loss_disc_real_3: 0.20250681042671204 (0.202667811390711) | > loss_disc_real_4: 0.1968405544757843 (0.19804009021027003) | > loss_disc_real_5: 0.18066930770874023 (0.20223456769599574) | > loss_0: 2.1848745346069336 (2.2063833940774202) | > grad_norm_0: tensor(24.7207, device='cuda:0') (tensor(34.3644, device='cuda:0')) | > loss_gen: 2.72518253326416 (2.784779506735504) | > loss_kl: 1.710846185684204 (1.7789461358916014) | > loss_feat: 8.450965881347656 (8.281382693909102) | > loss_mel: 13.002663612365723 (13.540669772773983) | > loss_duration: 1.6738338470458984 (1.7201818039175125) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.56348991394043 (28.105959966778755) | > grad_norm_1: tensor(887.3891, device='cuda:0') (tensor(772.4743, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8415 (0.8444832749664785) | > loader_time: 0.0118 (0.011292434297502044)  --> TIME: 2025-05-09 01:25:39 -- STEP: 562/725 -- GLOBAL_STEP: 95000 | > loss_disc: 2.1790506839752197 (2.2066966000400834) | > loss_disc_real_0: 0.12859946489334106 (0.13240348798922139) | > loss_disc_real_1: 0.18278323113918304 (0.1962353212500382) | > loss_disc_real_2: 0.17765915393829346 (0.19303888000309255) | > loss_disc_real_3: 0.2023831456899643 (0.20270388371897768) | > loss_disc_real_4: 0.18691597878932953 (0.19790047107536166) | > loss_disc_real_5: 0.20118951797485352 (0.20226637491445942) | > loss_0: 2.1790506839752197 (2.2066966000400834) | > grad_norm_0: tensor(35.4461, device='cuda:0') (tensor(34.1915, device='cuda:0')) | > loss_gen: 2.7802419662475586 (2.7838013668501507) | > loss_kl: 1.826661467552185 (1.777930534607151) | > loss_feat: 8.171463012695312 (8.279072089551601) | > loss_mel: 12.393086433410645 (13.541287245699522) | > loss_duration: 1.6770156621932983 (1.7196526041658753) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.848466873168945 (28.10174387120691) | > grad_norm_1: tensor(902.9494, device='cuda:0') (tensor(779.5590, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8823 (0.8439403852958272) | > loader_time: 0.0112 (0.011290867133496921) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_95000.pth  --> TIME: 2025-05-09 01:26:25 -- STEP: 612/725 -- GLOBAL_STEP: 95050 | > loss_disc: 2.2685930728912354 (2.205667370285085) | > loss_disc_real_0: 0.15136723220348358 (0.13184962507483397) | > loss_disc_real_1: 0.19774097204208374 (0.1963512877282364) | > loss_disc_real_2: 0.181277334690094 (0.19320958502152386) | > loss_disc_real_3: 0.23784267902374268 (0.2027698323568878) | > loss_disc_real_4: 0.21729327738285065 (0.19775711508845192) | > loss_disc_real_5: 0.17989122867584229 (0.20195401413670544) | > loss_0: 2.2685930728912354 (2.205667370285085) | > grad_norm_0: tensor(77.4561, device='cuda:0') (tensor(34.5124, device='cuda:0')) | > loss_gen: 2.679827928543091 (2.787483370382022) | > loss_kl: 1.8425430059432983 (1.7773867169626398) | > loss_feat: 6.884732246398926 (8.29525815505607) | > loss_mel: 12.545649528503418 (13.557991775811892) | > loss_duration: 1.6494832038879395 (1.7188830529552666) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.602235794067383 (28.137003100775427) | > grad_norm_1: tensor(960.1323, device='cuda:0') (tensor(775.2008, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8041 (0.8439662662986059) | > loader_time: 0.0109 (0.011304427206126691)  --> TIME: 2025-05-09 01:27:08 -- STEP: 662/725 -- GLOBAL_STEP: 95100 | > loss_disc: 2.315115213394165 (2.204588689652817) | > loss_disc_real_0: 0.18800225853919983 (0.13229686623366016) | > loss_disc_real_1: 0.21548716723918915 (0.1960882469561524) | > loss_disc_real_2: 0.1951483190059662 (0.1928698737230545) | > loss_disc_real_3: 0.21764756739139557 (0.20278138183394956) | > loss_disc_real_4: 0.23279054462909698 (0.19763661918773393) | > loss_disc_real_5: 0.23979710042476654 (0.2019755029966463) | > loss_0: 2.315115213394165 (2.204588689652817) | > grad_norm_0: tensor(38.8425, device='cuda:0') (tensor(34.0548, device='cuda:0')) | > loss_gen: 2.8055734634399414 (2.78751751159253) | > loss_kl: 1.739255666732788 (1.7778899997382727) | > loss_feat: 8.213763236999512 (8.308235663301632) | > loss_mel: 14.356670379638672 (13.588484179217295) | > loss_duration: 1.7278485298156738 (1.7190687357478998) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.843109130859375 (28.18119610904567) | > grad_norm_1: tensor(1081.1906, device='cuda:0') (tensor(775.3074, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8801 (0.8437442736323149) | > loader_time: 0.0102 (0.011279843725106506)  --> TIME: 2025-05-09 01:27:51 -- STEP: 712/725 -- GLOBAL_STEP: 95150 | > loss_disc: 2.2367053031921387 (2.2025025065025616) | > loss_disc_real_0: 0.12034624069929123 (0.13169485575446227) | > loss_disc_real_1: 0.21640759706497192 (0.1960982069414987) | > loss_disc_real_2: 0.1784089207649231 (0.1927460093427909) | > loss_disc_real_3: 0.2179114818572998 (0.20286646186049742) | > loss_disc_real_4: 0.22258485853672028 (0.19773163841095534) | > loss_disc_real_5: 0.19094710052013397 (0.2014535407567124) | > loss_0: 2.2367053031921387 (2.2025025065025616) | > grad_norm_0: tensor(25.8295, device='cuda:0') (tensor(34.0365, device='cuda:0')) | > loss_gen: 2.719465970993042 (2.792764042535526) | > loss_kl: 1.7777438163757324 (1.7783892914820254) | > loss_feat: 7.738659381866455 (8.333052447672628) | > loss_mel: 14.431389808654785 (13.623859639917871) | > loss_duration: 1.7153775691986084 (1.7186350829145889) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.38263511657715 (28.24670051724723) | > grad_norm_1: tensor(389.7608, device='cuda:0') (tensor(774.3260, device='cuda:0')) | > current_lr_0: 0.00019833189069947573 | > current_lr_1: 0.00019833189069947573 | > step_time: 0.8136 (0.8442550177654525) | > loader_time: 0.0111 (0.01128772838731829)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2511441707611084 (2.2511441707611084) | > loss_disc_real_0: 0.09223704040050507 (0.09223704040050507) | > loss_disc_real_1: 0.23995094001293182 (0.23995094001293182) | > loss_disc_real_2: 0.1893565058708191 (0.1893565058708191) | > loss_disc_real_3: 0.18338489532470703 (0.18338489532470703) | > loss_disc_real_4: 0.2032085359096527 (0.2032085359096527) | > loss_disc_real_5: 0.21387551724910736 (0.21387551724910736) | > loss_0: 2.2511441707611084 (2.2511441707611084) | > loss_gen: 2.5463554859161377 (2.5463554859161377) | > loss_kl: 2.159118890762329 (2.159118890762329) | > loss_feat: 8.745652198791504 (8.745652198791504) | > loss_mel: 14.973560333251953 (14.973560333251953) | > loss_duration: 1.6790745258331299 (1.6790745258331299) | > loss_1: 30.103761672973633 (30.103761672973633)  --> STEP: 1 | > loss_disc: 2.2470626831054688 (2.2470626831054688) | > loss_disc_real_0: 0.10850776731967926 (0.10850776731967926) | > loss_disc_real_1: 0.21602557599544525 (0.21602557599544525) | > loss_disc_real_2: 0.20088320970535278 (0.20088320970535278) | > loss_disc_real_3: 0.19848200678825378 (0.19848200678825378) | > loss_disc_real_4: 0.2188359498977661 (0.2188359498977661) | > loss_disc_real_5: 0.22442340850830078 (0.22442340850830078) | > loss_0: 2.2470626831054688 (2.2470626831054688) | > loss_gen: 2.557851791381836 (2.557851791381836) | > loss_kl: 1.9688780307769775 (1.9688780307769775) | > loss_feat: 7.941288948059082 (7.941288948059082) | > loss_mel: 14.445114135742188 (14.445114135742188) | > loss_duration: 1.7712013721466064 (1.7712013721466064) | > loss_1: 28.684335708618164 (28.684335708618164)  --> STEP: 2 | > loss_disc: 2.4130656719207764 (2.3300641775131226) | > loss_disc_real_0: 0.12799037992954254 (0.1182490736246109) | > loss_disc_real_1: 0.22420834004878998 (0.22011695802211761) | > loss_disc_real_2: 0.21607747673988342 (0.2084803432226181) | > loss_disc_real_3: 0.18902359902858734 (0.19375280290842056) | > loss_disc_real_4: 0.24924170970916748 (0.2340388298034668) | > loss_disc_real_5: 0.24701087176799774 (0.23571714013814926) | > loss_0: 2.4130656719207764 (2.3300641775131226) | > loss_gen: 2.389375925064087 (2.4736138582229614) | > loss_kl: 1.6937202215194702 (1.8312991261482239) | > loss_feat: 6.423525333404541 (7.1824071407318115) | > loss_mel: 13.022149085998535 (13.733631610870361) | > loss_duration: 1.8093197345733643 (1.7902605533599854) | > loss_1: 25.338090896606445 (27.011213302612305)  --> STEP: 3 | > loss_disc: 2.364795684814453 (2.341641346613566) | > loss_disc_real_0: 0.12134215235710144 (0.11928009986877441) | > loss_disc_real_1: 0.22763743996620178 (0.22262378533681235) | > loss_disc_real_2: 0.21437224745750427 (0.21044431130091348) | > loss_disc_real_3: 0.17856287956237793 (0.18868949512640634) | > loss_disc_real_4: 0.21809877455234528 (0.22872547805309296) | > loss_disc_real_5: 0.21727775037288666 (0.22957067688306174) | > loss_0: 2.364795684814453 (2.341641346613566) | > loss_gen: 2.346679925918579 (2.431302547454834) | > loss_kl: 1.9803425073623657 (1.8809802532196045) | > loss_feat: 7.201158046722412 (7.188657442728679) | > loss_mel: 12.936497688293457 (13.467920303344727) | > loss_duration: 1.8050638437271118 (1.7951949834823608) | > loss_1: 26.26974105834961 (26.764055887858074)  --> STEP: 4 | > loss_disc: 2.149444103240967 (2.2935920357704163) | > loss_disc_real_0: 0.09857387840747833 (0.1141035445034504) | > loss_disc_real_1: 0.1951337456703186 (0.2157512754201889) | > loss_disc_real_2: 0.1758539080619812 (0.20179671049118042) | > loss_disc_real_3: 0.15702104568481445 (0.18077238276600838) | > loss_disc_real_4: 0.2221234291791916 (0.22707496583461761) | > loss_disc_real_5: 0.17640918493270874 (0.21628030389547348) | > loss_0: 2.149444103240967 (2.2935920357704163) | > loss_gen: 2.5413191318511963 (2.4588066935539246) | > loss_kl: 1.8801178932189941 (1.880764663219452) | > loss_feat: 8.727069854736328 (7.573260545730591) | > loss_mel: 15.303162574768066 (13.926730871200562) | > loss_duration: 1.7328710556030273 (1.7796140015125275) | > loss_1: 30.184539794921875 (27.619176864624023) --> EVAL PERFORMANCE | > avg_loader_time: 0.28006649017333984 (-0.0017725229263305664) | > avg_loss_disc: 2.2935920357704163 (+0.055578529834747314) | > avg_loss_disc_real_0: 0.1141035445034504 (+0.000970844179391861) | > avg_loss_disc_real_1: 0.2157512754201889 (+0.005419131368398666) | > avg_loss_disc_real_2: 0.20179671049118042 (-0.010930199176073074) | > avg_loss_disc_real_3: 0.18077238276600838 (-0.053815439343452454) | > avg_loss_disc_real_4: 0.22707496583461761 (+0.03166930377483368) | > avg_loss_disc_real_5: 0.21628030389547348 (-0.02000182867050171) | > avg_loss_0: 2.2935920357704163 (+0.055578529834747314) | > avg_loss_gen: 2.4588066935539246 (-0.170587956905365) | > avg_loss_kl: 1.880764663219452 (-0.008763670921325684) | > avg_loss_feat: 7.573260545730591 (-0.7954671382904053) | > avg_loss_mel: 13.926730871200562 (-0.7957837581634521) | > avg_loss_duration: 1.7796140015125275 (-0.012495160102844238) | > avg_loss_1: 27.619176864624023 (-1.783097743988037)  > EPOCH: 68/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 01:28:08)   --> TIME: 2025-05-09 01:28:42 -- STEP: 37/725 -- GLOBAL_STEP: 95200 | > loss_disc: 1.9333515167236328 (2.1724024592219173) | > loss_disc_real_0: 0.10008739680051804 (0.12537705837874796) | > loss_disc_real_1: 0.16887575387954712 (0.19575766131684585) | > loss_disc_real_2: 0.17334014177322388 (0.18820775441221288) | > loss_disc_real_3: 0.1944054663181305 (0.20264385640621183) | > loss_disc_real_4: 0.19877009093761444 (0.19841352668968407) | > loss_disc_real_5: 0.15019577741622925 (0.2005195504910237) | > loss_0: 1.9333515167236328 (2.1724024592219173) | > grad_norm_0: tensor(10.6295, device='cuda:0') (tensor(33.8960, device='cuda:0')) | > loss_gen: 3.0493860244750977 (2.83298109673165) | > loss_kl: 1.8352781534194946 (1.8129144230404415) | > loss_feat: 9.755860328674316 (8.572196741361875) | > loss_mel: 13.978330612182617 (14.009799673750594) | > loss_duration: 1.726642370223999 (1.7169845039780076) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.345497131347656 (28.944876748162347) | > grad_norm_1: tensor(564.8369, device='cuda:0') (tensor(845.4997, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8441 (0.8453055265787486) | > loader_time: 0.0099 (0.009681952966226114)  --> TIME: 2025-05-09 01:29:26 -- STEP: 87/725 -- GLOBAL_STEP: 95250 | > loss_disc: 2.033108711242676 (2.178508736621374) | > loss_disc_real_0: 0.07772238552570343 (0.1289109953347294) | > loss_disc_real_1: 0.17333459854125977 (0.1950112421964777) | > loss_disc_real_2: 0.1833152025938034 (0.18954494424249935) | > loss_disc_real_3: 0.19763565063476562 (0.20216738013015395) | > loss_disc_real_4: 0.17961497604846954 (0.19694654249596869) | > loss_disc_real_5: 0.23851679265499115 (0.20201574831173338) | > loss_0: 2.033108711242676 (2.178508736621374) | > grad_norm_0: tensor(51.9483, device='cuda:0') (tensor(34.7446, device='cuda:0')) | > loss_gen: 3.0879852771759033 (2.8334694237544618) | > loss_kl: 1.8673961162567139 (1.8132465790058006) | > loss_feat: 9.834785461425781 (8.611152588636022) | > loss_mel: 16.250953674316406 (14.021396582154022) | > loss_duration: 1.6921443939208984 (1.7185714299651398) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.73326873779297 (28.997836672026537) | > grad_norm_1: tensor(1316.1562, device='cuda:0') (tensor(839.8264, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.824 (0.8510916479702654) | > loader_time: 0.0117 (0.010160648959806598)  --> TIME: 2025-05-09 01:30:09 -- STEP: 137/725 -- GLOBAL_STEP: 95300 | > loss_disc: 2.158778190612793 (2.1755334817580056) | > loss_disc_real_0: 0.11201594769954681 (0.13036301677679493) | > loss_disc_real_1: 0.16370408236980438 (0.19377078703285133) | > loss_disc_real_2: 0.17484839260578156 (0.18876420701072164) | > loss_disc_real_3: 0.20185239613056183 (0.20196923254615196) | > loss_disc_real_4: 0.21069227159023285 (0.1971149661027602) | > loss_disc_real_5: 0.19086679816246033 (0.20046278758205638) | > loss_0: 2.158778190612793 (2.1755334817580056) | > grad_norm_0: tensor(36.2230, device='cuda:0') (tensor(35.7422, device='cuda:0')) | > loss_gen: 2.8872270584106445 (2.8417108546208287) | > loss_kl: 1.7756335735321045 (1.7978528537889464) | > loss_feat: 9.190459251403809 (8.616339011784016) | > loss_mel: 14.3018217086792 (13.982535390088158) | > loss_duration: 1.7043246030807495 (1.7198428141809727) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.859464645385742 (28.958280967099828) | > grad_norm_1: tensor(965.9603, device='cuda:0') (tensor(828.4411, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.7972 (0.8521516862576896) | > loader_time: 0.0089 (0.010145913075356592)  --> TIME: 2025-05-09 01:30:52 -- STEP: 187/725 -- GLOBAL_STEP: 95350 | > loss_disc: 2.0204555988311768 (2.176317006508935) | > loss_disc_real_0: 0.11599912494421005 (0.1296924449065152) | > loss_disc_real_1: 0.18470829725265503 (0.19391422810401504) | > loss_disc_real_2: 0.16193586587905884 (0.18860688367310688) | > loss_disc_real_3: 0.18171998858451843 (0.2018033357705661) | > loss_disc_real_4: 0.16137757897377014 (0.19676484223355584) | > loss_disc_real_5: 0.16988535225391388 (0.20084108021807542) | > loss_0: 2.0204555988311768 (2.176317006508935) | > grad_norm_0: tensor(35.6715, device='cuda:0') (tensor(35.1019, device='cuda:0')) | > loss_gen: 2.9578373432159424 (2.823897178160314) | > loss_kl: 1.747957468032837 (1.7861893432025604) | > loss_feat: 9.209630012512207 (8.547077079507762) | > loss_mel: 14.046884536743164 (13.89693083227637) | > loss_duration: 1.7472445964813232 (1.7204864331107725) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.709552764892578 (28.77458089940688) | > grad_norm_1: tensor(1016.6708, device='cuda:0') (tensor(846.3574, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.861 (0.84891165896533) | > loader_time: 0.0125 (0.010260138282163902)  --> TIME: 2025-05-09 01:31:35 -- STEP: 237/725 -- GLOBAL_STEP: 95400 | > loss_disc: 2.067990303039551 (2.1840614965696394) | > loss_disc_real_0: 0.11270611733198166 (0.13162387156159572) | > loss_disc_real_1: 0.19809985160827637 (0.19412000030907897) | > loss_disc_real_2: 0.171941876411438 (0.18904269697293952) | > loss_disc_real_3: 0.2122790366411209 (0.20225942600125496) | > loss_disc_real_4: 0.18183231353759766 (0.19704885133208103) | > loss_disc_real_5: 0.18159492313861847 (0.20113451395356705) | > loss_0: 2.067990303039551 (2.1840614965696394) | > grad_norm_0: tensor(21.8035, device='cuda:0') (tensor(35.6985, device='cuda:0')) | > loss_gen: 3.0620875358581543 (2.8159906300814335) | > loss_kl: 1.951248049736023 (1.783558974286172) | > loss_feat: 10.088129997253418 (8.502384566053566) | > loss_mel: 16.552106857299805 (13.861451028268549) | > loss_duration: 1.6964528560638428 (1.7194929776815422) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.35002517700195 (28.68287825282616) | > grad_norm_1: tensor(979.2643, device='cuda:0') (tensor(825.6255, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8047 (0.8486053651898219) | > loader_time: 0.0146 (0.010242259955104398)  --> TIME: 2025-05-09 01:32:18 -- STEP: 287/725 -- GLOBAL_STEP: 95450 | > loss_disc: 2.1804349422454834 (2.1873049947858285) | > loss_disc_real_0: 0.17485211789608002 (0.13284805523497714) | > loss_disc_real_1: 0.21031884849071503 (0.19408749116630086) | > loss_disc_real_2: 0.20522494614124298 (0.1894435489530762) | > loss_disc_real_3: 0.1993795484304428 (0.2026258436021904) | > loss_disc_real_4: 0.17921927571296692 (0.1967676164588862) | > loss_disc_real_5: 0.20332254469394684 (0.2015555018643469) | > loss_0: 2.1804349422454834 (2.1873049947858285) | > grad_norm_0: tensor(53.9483, device='cuda:0') (tensor(35.9764, device='cuda:0')) | > loss_gen: 2.9127564430236816 (2.809008774441709) | > loss_kl: 1.6734068393707275 (1.785632555493079) | > loss_feat: 8.3909330368042 (8.474103801341844) | > loss_mel: 12.884913444519043 (13.834175262717006) | > loss_duration: 1.7265095710754395 (1.7206529013371223) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.588518142700195 (28.623573402909866) | > grad_norm_1: tensor(571.1643, device='cuda:0') (tensor(820.4197, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8038 (0.8477792374348387) | > loader_time: 0.0094 (0.010314433001475054)  --> TIME: 2025-05-09 01:33:01 -- STEP: 337/725 -- GLOBAL_STEP: 95500 | > loss_disc: 2.193251132965088 (2.189875782066708) | > loss_disc_real_0: 0.10314983874559402 (0.13386880133289958) | > loss_disc_real_1: 0.19122418761253357 (0.19402509012455751) | > loss_disc_real_2: 0.17888988554477692 (0.1896287535347643) | > loss_disc_real_3: 0.21132202446460724 (0.2025108333422805) | > loss_disc_real_4: 0.2185375690460205 (0.19694502395232283) | > loss_disc_real_5: 0.1945163607597351 (0.20182340404223256) | > loss_0: 2.193251132965088 (2.189875782066708) | > grad_norm_0: tensor(30.2094, device='cuda:0') (tensor(34.9092, device='cuda:0')) | > loss_gen: 2.673459053039551 (2.805741992124109) | > loss_kl: 1.7423694133758545 (1.7811242101454239) | > loss_feat: 9.164994239807129 (8.463501773177702) | > loss_mel: 15.568175315856934 (13.854201495116826) | > loss_duration: 1.6945363283157349 (1.7194455122735457) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.843534469604492 (28.624015061013424) | > grad_norm_1: tensor(1126.4939, device='cuda:0') (tensor(795.6486, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8781 (0.8473852197211288) | > loader_time: 0.0103 (0.010328631019026304)  --> TIME: 2025-05-09 01:33:44 -- STEP: 387/725 -- GLOBAL_STEP: 95550 | > loss_disc: 2.225522518157959 (2.1917501620235975) | > loss_disc_real_0: 0.1392483115196228 (0.13435475759265952) | > loss_disc_real_1: 0.1804983764886856 (0.1943694852504311) | > loss_disc_real_2: 0.21303841471672058 (0.18998602537067685) | > loss_disc_real_3: 0.1909443736076355 (0.20202111281473814) | > loss_disc_real_4: 0.2123963087797165 (0.19682129971124712) | > loss_disc_real_5: 0.20698542892932892 (0.20153211230455437) | > loss_0: 2.225522518157959 (2.1917501620235975) | > grad_norm_0: tensor(22.9982, device='cuda:0') (tensor(34.9901, device='cuda:0')) | > loss_gen: 2.7794878482818604 (2.8026424994456356) | > loss_kl: 1.6663506031036377 (1.779769779175751) | > loss_feat: 8.368958473205566 (8.446334410083393) | > loss_mel: 13.965510368347168 (13.842536174665742) | > loss_duration: 1.7921068668365479 (1.719639154983738) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.57241439819336 (28.590922082117363) | > grad_norm_1: tensor(868.7990, device='cuda:0') (tensor(793.2354, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8719 (0.8471703560161341) | > loader_time: 0.0103 (0.010317366252573889)  --> TIME: 2025-05-09 01:34:27 -- STEP: 437/725 -- GLOBAL_STEP: 95600 | > loss_disc: 2.0290913581848145 (2.190984666756689) | > loss_disc_real_0: 0.06851733475923538 (0.13361579903510123) | > loss_disc_real_1: 0.1601770967245102 (0.19449816582813959) | > loss_disc_real_2: 0.18284696340560913 (0.18977004310086348) | > loss_disc_real_3: 0.2077815979719162 (0.20198645553545222) | > loss_disc_real_4: 0.16688501834869385 (0.19709052687651504) | > loss_disc_real_5: 0.1711256206035614 (0.20159970776303676) | > loss_0: 2.0290913581848145 (2.190984666756689) | > grad_norm_0: tensor(13.7629, device='cuda:0') (tensor(35.0051, device='cuda:0')) | > loss_gen: 3.1807470321655273 (2.8040308570425343) | > loss_kl: 1.9779691696166992 (1.7757857129557455) | > loss_feat: 10.244382858276367 (8.46380254169351) | > loss_mel: 15.316903114318848 (13.864096274910585) | > loss_duration: 1.6807897090911865 (1.7197099389418862) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.40079116821289 (28.627425405471765) | > grad_norm_1: tensor(813.1107, device='cuda:0') (tensor(792.8437, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8995 (0.846463294542081) | > loader_time: 0.0117 (0.01034183742252586)  --> TIME: 2025-05-09 01:35:10 -- STEP: 487/725 -- GLOBAL_STEP: 95650 | > loss_disc: 2.068053722381592 (2.192291745659752) | > loss_disc_real_0: 0.20353439450263977 (0.13353698237873693) | > loss_disc_real_1: 0.15465795993804932 (0.1945244897868354) | > loss_disc_real_2: 0.16623710095882416 (0.1899997607883243) | > loss_disc_real_3: 0.1963871866464615 (0.20194747783932107) | > loss_disc_real_4: 0.16353464126586914 (0.1974030287603578) | > loss_disc_real_5: 0.19701218605041504 (0.20163849993652871) | > loss_0: 2.068053722381592 (2.192291745659752) | > grad_norm_0: tensor(92.1595, device='cuda:0') (tensor(35.1208, device='cuda:0')) | > loss_gen: 3.228107452392578 (2.804001434138178) | > loss_kl: 1.779945731163025 (1.7740054243154348) | > loss_feat: 10.4835844039917 (8.459031361574029) | > loss_mel: 15.734661102294922 (13.864975944926362) | > loss_duration: 1.7137459516525269 (1.7205434540703561) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.94004440307617 (28.622557696865325) | > grad_norm_1: tensor(1451.3376, device='cuda:0') (tensor(790.9626, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8354 (0.8481370614539424) | > loader_time: 0.0094 (0.010372137386940837)  --> TIME: 2025-05-09 01:35:53 -- STEP: 537/725 -- GLOBAL_STEP: 95700 | > loss_disc: 2.0708413124084473 (2.1913319555296806) | > loss_disc_real_0: 0.09629235416650772 (0.13290303550813234) | > loss_disc_real_1: 0.21333065629005432 (0.19452749650571596) | > loss_disc_real_2: 0.18953359127044678 (0.1900031588818997) | > loss_disc_real_3: 0.17640015482902527 (0.20180927907954385) | > loss_disc_real_4: 0.2013051062822342 (0.19727461878036875) | > loss_disc_real_5: 0.19437278807163239 (0.2016703633511754) | > loss_0: 2.0708413124084473 (2.1913319555296806) | > grad_norm_0: tensor(30.2954, device='cuda:0') (tensor(35.3176, device='cuda:0')) | > loss_gen: 2.9755923748016357 (2.8051337552026205) | > loss_kl: 1.7215216159820557 (1.772705944778755) | > loss_feat: 9.110998153686523 (8.463327719512607) | > loss_mel: 14.585926055908203 (13.86786175129356) | > loss_duration: 1.7467114925384521 (1.7209907275116425) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.140748977661133 (28.63001997821602) | > grad_norm_1: tensor(939.8703, device='cuda:0') (tensor(794.2706, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8497 (0.8476026844045967) | > loader_time: 0.0104 (0.010365224639352699)  --> TIME: 2025-05-09 01:36:36 -- STEP: 587/725 -- GLOBAL_STEP: 95750 | > loss_disc: 2.150496006011963 (2.1920720846527066) | > loss_disc_real_0: 0.10424365848302841 (0.13301604081840093) | > loss_disc_real_1: 0.18374785780906677 (0.19457974692321103) | > loss_disc_real_2: 0.20060664415359497 (0.18996837994105983) | > loss_disc_real_3: 0.1956479549407959 (0.2019545907310165) | > loss_disc_real_4: 0.17341984808444977 (0.19715493201600232) | > loss_disc_real_5: 0.18416395783424377 (0.20151600058887031) | > loss_0: 2.150496006011963 (2.1920720846527066) | > grad_norm_0: tensor(28.5150, device='cuda:0') (tensor(35.6902, device='cuda:0')) | > loss_gen: 2.784119129180908 (2.8017349369075055) | > loss_kl: 1.7265307903289795 (1.7742428225187468) | > loss_feat: 8.17350959777832 (8.443815140342391) | > loss_mel: 13.401117324829102 (13.842019919439316) | > loss_duration: 1.698354959487915 (1.7203615664217304) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.783632278442383 (28.582174453865314) | > grad_norm_1: tensor(411.6880, device='cuda:0') (tensor(795.8128, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8572 (0.8470486323309511) | > loader_time: 0.0096 (0.010366290350788905)  --> TIME: 2025-05-09 01:37:19 -- STEP: 637/725 -- GLOBAL_STEP: 95800 | > loss_disc: 2.0887908935546875 (2.190539231105725) | > loss_disc_real_0: 0.10665219277143478 (0.1330151796001748) | > loss_disc_real_1: 0.2331124246120453 (0.19459756511721177) | > loss_disc_real_2: 0.1984206885099411 (0.1899080122331248) | > loss_disc_real_3: 0.20379069447517395 (0.20170194996020877) | > loss_disc_real_4: 0.18971538543701172 (0.19697552708853364) | > loss_disc_real_5: 0.18415066599845886 (0.2012316931267174) | > loss_0: 2.0887908935546875 (2.190539231105725) | > grad_norm_0: tensor(18.0005, device='cuda:0') (tensor(35.7844, device='cuda:0')) | > loss_gen: 2.818254232406616 (2.8038369531347005) | > loss_kl: 1.9103140830993652 (1.7756950166573517) | > loss_feat: 8.574735641479492 (8.451552930020464) | > loss_mel: 13.637552261352539 (13.846030849115444) | > loss_duration: 1.6902073621749878 (1.7201908198031757) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.63106346130371 (28.597306615329412) | > grad_norm_1: tensor(507.8965, device='cuda:0') (tensor(794.3123, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8247 (0.8466544065220948) | > loader_time: 0.0115 (0.010382021989328334)  --> TIME: 2025-05-09 01:38:01 -- STEP: 687/725 -- GLOBAL_STEP: 95850 | > loss_disc: 2.028157949447632 (2.192401261135306) | > loss_disc_real_0: 0.1038794219493866 (0.13297752385858713) | > loss_disc_real_1: 0.1962108463048935 (0.1946779209930651) | > loss_disc_real_2: 0.18822824954986572 (0.19024496973428498) | > loss_disc_real_3: 0.20354050397872925 (0.20184912739709318) | > loss_disc_real_4: 0.17007842659950256 (0.19714450001109296) | > loss_disc_real_5: 0.18474426865577698 (0.20131363887800746) | > loss_0: 2.028157949447632 (2.192401261135306) | > grad_norm_0: tensor(18.3186, device='cuda:0') (tensor(35.7641, device='cuda:0')) | > loss_gen: 3.041170597076416 (2.802826879673477) | > loss_kl: 1.7044904232025146 (1.778455691913677) | > loss_feat: 9.085164070129395 (8.437639252414176) | > loss_mel: 14.2138090133667 (13.832706248742873) | > loss_duration: 1.7253317832946777 (1.7199980601820195) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.76996612548828 (28.571626180124063) | > grad_norm_1: tensor(886.2574, device='cuda:0') (tensor(795.2297, device='cuda:0')) | > current_lr_0: 0.0001983070992131383 | > current_lr_1: 0.0001983070992131383 | > step_time: 0.8626 (0.8457013706973543) | > loader_time: 0.0103 (0.010402089817208145)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.092928647994995 (2.092928647994995) | > loss_disc_real_0: 0.10482941567897797 (0.10482941567897797) | > loss_disc_real_1: 0.18654823303222656 (0.18654823303222656) | > loss_disc_real_2: 0.21902921795845032 (0.21902921795845032) | > loss_disc_real_3: 0.1952766329050064 (0.1952766329050064) | > loss_disc_real_4: 0.19832347333431244 (0.19832347333431244) | > loss_disc_real_5: 0.20186159014701843 (0.20186159014701843) | > loss_0: 2.092928647994995 (2.092928647994995) | > loss_gen: 2.810594081878662 (2.810594081878662) | > loss_kl: 2.0190811157226562 (2.0190811157226562) | > loss_feat: 8.561996459960938 (8.561996459960938) | > loss_mel: 14.274435043334961 (14.274435043334961) | > loss_duration: 1.6736068725585938 (1.6736068725585938) | > loss_1: 29.33971405029297 (29.33971405029297)  --> STEP: 1 | > loss_disc: 2.1867191791534424 (2.1867191791534424) | > loss_disc_real_0: 0.10989899188280106 (0.10989899188280106) | > loss_disc_real_1: 0.18509767949581146 (0.18509767949581146) | > loss_disc_real_2: 0.2035077065229416 (0.2035077065229416) | > loss_disc_real_3: 0.21728268265724182 (0.21728268265724182) | > loss_disc_real_4: 0.22806178033351898 (0.22806178033351898) | > loss_disc_real_5: 0.235551655292511 (0.235551655292511) | > loss_0: 2.1867191791534424 (2.1867191791534424) | > loss_gen: 2.751893997192383 (2.751893997192383) | > loss_kl: 2.1221120357513428 (2.1221120357513428) | > loss_feat: 7.86571741104126 (7.86571741104126) | > loss_mel: 13.95614242553711 (13.95614242553711) | > loss_duration: 1.753692865371704 (1.753692865371704) | > loss_1: 28.44955825805664 (28.44955825805664)  --> STEP: 2 | > loss_disc: 2.101696491241455 (2.1442078351974487) | > loss_disc_real_0: 0.11232278496026993 (0.11111088842153549) | > loss_disc_real_1: 0.17931385338306427 (0.18220576643943787) | > loss_disc_real_2: 0.19239284098148346 (0.19795027375221252) | > loss_disc_real_3: 0.22486458718776703 (0.22107363492250443) | > loss_disc_real_4: 0.1860990822315216 (0.2070804312825203) | > loss_disc_real_5: 0.2248312085866928 (0.2301914319396019) | > loss_0: 2.101696491241455 (2.1442078351974487) | > loss_gen: 2.8268656730651855 (2.789379835128784) | > loss_kl: 1.8729164600372314 (1.997514247894287) | > loss_feat: 8.376903533935547 (8.121310472488403) | > loss_mel: 14.541250228881836 (14.248696327209473) | > loss_duration: 1.822560429573059 (1.7881266474723816) | > loss_1: 29.44049644470215 (28.945027351379395)  --> STEP: 3 | > loss_disc: 2.1097421646118164 (2.1327192783355713) | > loss_disc_real_0: 0.10544338077306747 (0.10922171920537949) | > loss_disc_real_1: 0.1774579882621765 (0.18062317371368408) | > loss_disc_real_2: 0.18731194734573364 (0.1944041649500529) | > loss_disc_real_3: 0.19643855094909668 (0.21286194026470184) | > loss_disc_real_4: 0.19526857137680054 (0.20314314464728037) | > loss_disc_real_5: 0.2074621319770813 (0.2226149986187617) | > loss_0: 2.1097421646118164 (2.1327192783355713) | > loss_gen: 2.733572244644165 (2.7707773049672446) | > loss_kl: 1.9210736751556396 (1.9720340569814045) | > loss_feat: 8.843749046325684 (8.362123330434164) | > loss_mel: 14.702335357666016 (14.399909337361654) | > loss_duration: 1.8037621974945068 (1.7933384974797566) | > loss_1: 30.004493713378906 (29.29818280537923)  --> STEP: 4 | > loss_disc: 2.1305606365203857 (2.132179617881775) | > loss_disc_real_0: 0.09048804640769958 (0.10453830100595951) | > loss_disc_real_1: 0.18526306748390198 (0.18178314715623856) | > loss_disc_real_2: 0.19790489971637726 (0.195279348641634) | > loss_disc_real_3: 0.2232636660337448 (0.21546237170696259) | > loss_disc_real_4: 0.21957972645759583 (0.20725229009985924) | > loss_disc_real_5: 0.19049902260303497 (0.21458600461483002) | > loss_0: 2.1305606365203857 (2.132179617881775) | > loss_gen: 2.697387456893921 (2.7524298429489136) | > loss_kl: 1.8704429864883423 (1.946636289358139) | > loss_feat: 8.049460411071777 (8.283957600593567) | > loss_mel: 12.822663307189941 (14.005597829818726) | > loss_duration: 1.7246311902999878 (1.7761616706848145) | > loss_1: 27.16458511352539 (28.76478338241577) --> EVAL PERFORMANCE | > avg_loader_time: 0.28994089365005493 (+0.009874403476715088) | > avg_loss_disc: 2.132179617881775 (-0.16141241788864136) | > avg_loss_disc_real_0: 0.10453830100595951 (-0.009565243497490883) | > avg_loss_disc_real_1: 0.18178314715623856 (-0.03396812826395035) | > avg_loss_disc_real_2: 0.195279348641634 (-0.0065173618495464325) | > avg_loss_disc_real_3: 0.21546237170696259 (+0.03468998894095421) | > avg_loss_disc_real_4: 0.20725229009985924 (-0.019822675734758377) | > avg_loss_disc_real_5: 0.21458600461483002 (-0.0016942992806434631) | > avg_loss_0: 2.132179617881775 (-0.16141241788864136) | > avg_loss_gen: 2.7524298429489136 (+0.293623149394989) | > avg_loss_kl: 1.946636289358139 (+0.06587162613868713) | > avg_loss_feat: 8.283957600593567 (+0.7106970548629761) | > avg_loss_mel: 14.005597829818726 (+0.07886695861816406) | > avg_loss_duration: 1.7761616706848145 (-0.0034523308277130127) | > avg_loss_1: 28.76478338241577 (+1.145606517791748)  > EPOCH: 69/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 01:38:40)   --> TIME: 2025-05-09 01:38:52 -- STEP: 12/725 -- GLOBAL_STEP: 95900 | > loss_disc: 2.0828492641448975 (2.1404232184092202) | > loss_disc_real_0: 0.21078352630138397 (0.13646462125082812) | > loss_disc_real_1: 0.2215900719165802 (0.1897142045199871) | > loss_disc_real_2: 0.19112561643123627 (0.1831540750960509) | > loss_disc_real_3: 0.17911851406097412 (0.19640148555239043) | > loss_disc_real_4: 0.18235422670841217 (0.1943695954978466) | > loss_disc_real_5: 0.1940322071313858 (0.20346574236949286) | > loss_0: 2.0828492641448975 (2.1404232184092202) | > grad_norm_0: tensor(76.1806, device='cuda:0') (tensor(48.1379, device='cuda:0')) | > loss_gen: 3.14904522895813 (2.9057547052701316) | > loss_kl: 1.7558722496032715 (1.7734699845314026) | > loss_feat: 9.2088623046875 (9.012322147687277) | > loss_mel: 14.589329719543457 (14.429334799448648) | > loss_duration: 1.7640708684921265 (1.722412904103597) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.467182159423828 (29.84329430262248) | > grad_norm_1: tensor(628.5840, device='cuda:0') (tensor(730.7839, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8253 (0.8214753071467081) | > loader_time: 0.0098 (0.010932326316833496)  --> TIME: 2025-05-09 01:39:36 -- STEP: 62/725 -- GLOBAL_STEP: 95950 | > loss_disc: 2.269530773162842 (2.1909438775431735) | > loss_disc_real_0: 0.15052847564220428 (0.1274283627468731) | > loss_disc_real_1: 0.21848398447036743 (0.19434784809427877) | > loss_disc_real_2: 0.2134736180305481 (0.19272686565114605) | > loss_disc_real_3: 0.20838089287281036 (0.20306603730686248) | > loss_disc_real_4: 0.1992279589176178 (0.197927825152874) | > loss_disc_real_5: 0.18323183059692383 (0.2028802044449314) | > loss_0: 2.269530773162842 (2.1909438775431735) | > grad_norm_0: tensor(15.3650, device='cuda:0') (tensor(32.6924, device='cuda:0')) | > loss_gen: 2.5992021560668945 (2.820598021630319) | > loss_kl: 1.7592973709106445 (1.7742465945982164) | > loss_feat: 8.440958976745605 (8.38803648948669) | > loss_mel: 14.72020435333252 (13.729841678373274) | > loss_duration: 1.7602384090423584 (1.7144893254003217) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.27989959716797 (28.42721213063886) | > grad_norm_1: tensor(163.6167, device='cuda:0') (tensor(569.2893, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8348 (0.8491056657606556) | > loader_time: 0.0105 (0.010911741564350744)  --> TIME: 2025-05-09 01:40:19 -- STEP: 112/725 -- GLOBAL_STEP: 96000 | > loss_disc: 2.1900196075439453 (2.197651877999307) | > loss_disc_real_0: 0.09401533752679825 (0.13043872709386042) | > loss_disc_real_1: 0.20238952338695526 (0.19579619568373477) | > loss_disc_real_2: 0.16561956703662872 (0.19158369382577284) | > loss_disc_real_3: 0.18311375379562378 (0.20315168797969818) | > loss_disc_real_4: 0.18496961891651154 (0.19784379045345954) | > loss_disc_real_5: 0.1928393542766571 (0.20223797006266458) | > loss_0: 2.1900196075439453 (2.197651877999307) | > grad_norm_0: tensor(25.5066, device='cuda:0') (tensor(34.2159, device='cuda:0')) | > loss_gen: 2.587137460708618 (2.8031890924487795) | > loss_kl: 1.6857753992080688 (1.7696672571556908) | > loss_feat: 9.003460884094238 (8.408504707472664) | > loss_mel: 14.233426094055176 (13.78938891206469) | > loss_duration: 1.7121466398239136 (1.7189202947275979) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.221946716308594 (28.489670242582044) | > grad_norm_1: tensor(718.3958, device='cuda:0') (tensor(658.9180, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8368 (0.8456622468573707) | > loader_time: 0.0107 (0.010895788669586182) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_96000.pth  --> TIME: 2025-05-09 01:41:04 -- STEP: 162/725 -- GLOBAL_STEP: 96050 | > loss_disc: 2.318289279937744 (2.196732788174241) | > loss_disc_real_0: 0.10662785917520523 (0.1307580969813796) | > loss_disc_real_1: 0.18695181608200073 (0.195051019758354) | > loss_disc_real_2: 0.19096243381500244 (0.19144228036388938) | > loss_disc_real_3: 0.18158523738384247 (0.20270298016660004) | > loss_disc_real_4: 0.24294090270996094 (0.19840137881261335) | > loss_disc_real_5: 0.2036624401807785 (0.20128722898202178) | > loss_0: 2.318289279937744 (2.196732788174241) | > grad_norm_0: tensor(36.9195, device='cuda:0') (tensor(34.0454, device='cuda:0')) | > loss_gen: 2.738452196121216 (2.81135927894969) | > loss_kl: 1.716924786567688 (1.7609256513324785) | > loss_feat: 7.749484062194824 (8.437800828321484) | > loss_mel: 14.298990249633789 (13.823854234483507) | > loss_duration: 1.6932119131088257 (1.718283713599782) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.197065353393555 (28.552223688290432) | > grad_norm_1: tensor(246.0863, device='cuda:0') (tensor(666.5016, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8169 (0.8454095758037803) | > loader_time: 0.01 (0.010787754883000876)  --> TIME: 2025-05-09 01:41:47 -- STEP: 212/725 -- GLOBAL_STEP: 96100 | > loss_disc: 2.2613916397094727 (2.1956332691435536) | > loss_disc_real_0: 0.10808281600475311 (0.12950220923730202) | > loss_disc_real_1: 0.18448838591575623 (0.19526366109274468) | > loss_disc_real_2: 0.19208946824073792 (0.19103842657410874) | > loss_disc_real_3: 0.20016150176525116 (0.2028173170983791) | > loss_disc_real_4: 0.19589099287986755 (0.1980842547315472) | > loss_disc_real_5: 0.17794984579086304 (0.20208235875756111) | > loss_0: 2.2613916397094727 (2.1956332691435536) | > grad_norm_0: tensor(28.0698, device='cuda:0') (tensor(33.3374, device='cuda:0')) | > loss_gen: 2.6173417568206787 (2.801598940255507) | > loss_kl: 1.71067476272583 (1.767815373416217) | > loss_feat: 8.122478485107422 (8.38413724359477) | > loss_mel: 12.088265419006348 (13.741295508618625) | > loss_duration: 1.725662350654602 (1.7182401806678411) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.264421463012695 (28.413087215063697) | > grad_norm_1: tensor(810.0778, device='cuda:0') (tensor(685.0908, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8465 (0.8452221548782205) | > loader_time: 0.01 (0.010742485523223873)  --> TIME: 2025-05-09 01:42:30 -- STEP: 262/725 -- GLOBAL_STEP: 96150 | > loss_disc: 2.248819589614868 (2.2042667879403077) | > loss_disc_real_0: 0.21090637147426605 (0.13442236931553753) | > loss_disc_real_1: 0.17844735085964203 (0.19532248542736505) | > loss_disc_real_2: 0.20415730774402618 (0.19141413390863943) | > loss_disc_real_3: 0.24331459403038025 (0.20287942249356333) | > loss_disc_real_4: 0.17628487944602966 (0.1980366558974026) | > loss_disc_real_5: 0.22876274585723877 (0.20322518394762323) | > loss_0: 2.248819589614868 (2.2042667879403077) | > grad_norm_0: tensor(47.4584, device='cuda:0') (tensor(33.9010, device='cuda:0')) | > loss_gen: 2.747612714767456 (2.7932200104225684) | > loss_kl: 1.8077720403671265 (1.7724731746520705) | > loss_feat: 7.215996742248535 (8.37222053440473) | > loss_mel: 13.36648941040039 (13.750015841185592) | > loss_duration: 1.693003535270691 (1.719993916631655) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.830873489379883 (28.40792342906689) | > grad_norm_1: tensor(571.1404, device='cuda:0') (tensor(688.7228, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8798 (0.8430119989482501) | > loader_time: 0.0111 (0.010728946168914092)  --> TIME: 2025-05-09 01:43:12 -- STEP: 312/725 -- GLOBAL_STEP: 96200 | > loss_disc: 2.25882625579834 (2.208381086205822) | > loss_disc_real_0: 0.07420878112316132 (0.13455704447980465) | > loss_disc_real_1: 0.16718138754367828 (0.1953966973397212) | > loss_disc_real_2: 0.17425550520420074 (0.19189913909977827) | > loss_disc_real_3: 0.15865495800971985 (0.20278672869197834) | > loss_disc_real_4: 0.16873987019062042 (0.19825568532523435) | > loss_disc_real_5: 0.160847470164299 (0.20339339935722262) | > loss_0: 2.25882625579834 (2.208381086205822) | > grad_norm_0: tensor(15.2038, device='cuda:0') (tensor(34.2240, device='cuda:0')) | > loss_gen: 2.7736873626708984 (2.7836615412663184) | > loss_kl: 1.8160165548324585 (1.7708771293744063) | > loss_feat: 9.672069549560547 (8.321106148071786) | > loss_mel: 15.910457611083984 (13.713879881761013) | > loss_duration: 1.7330570220947266 (1.719712352523437) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.905288696289062 (28.309236984986512) | > grad_norm_1: tensor(868.5344, device='cuda:0') (tensor(684.8140, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8468 (0.8421463072299957) | > loader_time: 0.0099 (0.010736175072498796)  --> TIME: 2025-05-09 01:43:55 -- STEP: 362/725 -- GLOBAL_STEP: 96250 | > loss_disc: 2.190861940383911 (2.2039884279446023) | > loss_disc_real_0: 0.12904687225818634 (0.13266225129324727) | > loss_disc_real_1: 0.22683784365653992 (0.19549205281787155) | > loss_disc_real_2: 0.20784315466880798 (0.19223123385432017) | > loss_disc_real_3: 0.17195478081703186 (0.2028849834154324) | > loss_disc_real_4: 0.17139101028442383 (0.19787178176213369) | > loss_disc_real_5: 0.20303776860237122 (0.20300405974710847) | > loss_0: 2.190861940383911 (2.2039884279446023) | > grad_norm_0: tensor(40.8353, device='cuda:0') (tensor(33.7760, device='cuda:0')) | > loss_gen: 2.8931801319122314 (2.794787699346383) | > loss_kl: 1.9825412034988403 (1.7695029236335122) | > loss_feat: 8.618525505065918 (8.360238516528309) | > loss_mel: 13.550053596496582 (13.716561238410064) | > loss_duration: 1.6442794799804688 (1.7183818932396273) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.688579559326172 (28.359472211553236) | > grad_norm_1: tensor(822.2346, device='cuda:0') (tensor(680.5085, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8209 (0.8425788938669868) | > loader_time: 0.0122 (0.010722717527526507)  --> TIME: 2025-05-09 01:44:38 -- STEP: 412/725 -- GLOBAL_STEP: 96300 | > loss_disc: 2.2211480140686035 (2.2038273079302693) | > loss_disc_real_0: 0.1312565803527832 (0.1327686206826447) | > loss_disc_real_1: 0.19096848368644714 (0.19544569554838162) | > loss_disc_real_2: 0.20918171107769012 (0.1920038254081624) | > loss_disc_real_3: 0.2138417363166809 (0.2030941969127331) | > loss_disc_real_4: 0.20120367407798767 (0.19788277915959224) | > loss_disc_real_5: 0.18939542770385742 (0.20268788416553474) | > loss_0: 2.2211480140686035 (2.2038273079302693) | > grad_norm_0: tensor(24.8362, device='cuda:0') (tensor(33.7722, device='cuda:0')) | > loss_gen: 2.5829999446868896 (2.7946091577844703) | > loss_kl: 1.7233304977416992 (1.7698875011749637) | > loss_feat: 8.15799617767334 (8.354954148959186) | > loss_mel: 13.10531997680664 (13.716951499864892) | > loss_duration: 1.7099077701568604 (1.718137976614017) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.27955436706543 (28.354540223056823) | > grad_norm_1: tensor(863.1258, device='cuda:0') (tensor(680.6434, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8612 (0.8426118840291662) | > loader_time: 0.011 (0.010718301083277716)  --> TIME: 2025-05-09 01:45:21 -- STEP: 462/725 -- GLOBAL_STEP: 96350 | > loss_disc: 2.309558391571045 (2.204829462936946) | > loss_disc_real_0: 0.11035580188035965 (0.13280423538702868) | > loss_disc_real_1: 0.20405934751033783 (0.195360440196413) | > loss_disc_real_2: 0.21242859959602356 (0.19218986271779775) | > loss_disc_real_3: 0.2193637639284134 (0.20307697994368418) | > loss_disc_real_4: 0.19615545868873596 (0.19799674073339027) | > loss_disc_real_5: 0.17991700768470764 (0.2026537611306488) | > loss_0: 2.309558391571045 (2.204829462936946) | > grad_norm_0: tensor(20.1090, device='cuda:0') (tensor(33.6000, device='cuda:0')) | > loss_gen: 2.6368885040283203 (2.7921215110010906) | > loss_kl: 1.7748106718063354 (1.7718236149647535) | > loss_feat: 8.18368911743164 (8.344757693154463) | > loss_mel: 13.437459945678711 (13.70612890895827) | > loss_duration: 1.7500187158584595 (1.7179324763677852) | > amp_scaler: 128.0 (132.98701298701303) | > loss_1: 27.782867431640625 (28.33276417141868) | > grad_norm_1: tensor(535.0853, device='cuda:0') (tensor(675.8263, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.7827 (0.8429046559643436) | > loader_time: 0.0102 (0.010671024198655945)  --> TIME: 2025-05-09 01:46:05 -- STEP: 512/725 -- GLOBAL_STEP: 96400 | > loss_disc: 2.2349767684936523 (2.2053035523276767) | > loss_disc_real_0: 0.09837692230939865 (0.13272672951279643) | > loss_disc_real_1: 0.18312808871269226 (0.19541133302845992) | > loss_disc_real_2: 0.1868332028388977 (0.19218963728053495) | > loss_disc_real_3: 0.19110174477100372 (0.20308781636413187) | > loss_disc_real_4: 0.19096563756465912 (0.19812372510205026) | > loss_disc_real_5: 0.2194298803806305 (0.2028176117455587) | > loss_0: 2.2349767684936523 (2.2053035523276767) | > grad_norm_0: tensor(16.7041, device='cuda:0') (tensor(33.6403, device='cuda:0')) | > loss_gen: 2.695953845977783 (2.789874542504548) | > loss_kl: 1.7341766357421875 (1.7678240367677063) | > loss_feat: 8.389152526855469 (8.325213925912967) | > loss_mel: 14.309992790222168 (13.679350405931473) | > loss_duration: 1.6909728050231934 (1.7185579678043723) | > amp_scaler: 128.0 (132.5) | > loss_1: 28.820249557495117 (28.280820876359932) | > grad_norm_1: tensor(725.4802, device='cuda:0') (tensor(686.6828, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8608 (0.8438506838865578) | > loader_time: 0.0111 (0.010667115449905383)  --> TIME: 2025-05-09 01:46:47 -- STEP: 562/725 -- GLOBAL_STEP: 96450 | > loss_disc: 2.160578966140747 (2.202842079659797) | > loss_disc_real_0: 0.0935831069946289 (0.13242369096103057) | > loss_disc_real_1: 0.18185856938362122 (0.1955818189738908) | > loss_disc_real_2: 0.18395987153053284 (0.19205209379518584) | > loss_disc_real_3: 0.19181221723556519 (0.20280438396430098) | > loss_disc_real_4: 0.17265905439853668 (0.19797269915134463) | > loss_disc_real_5: 0.17690905928611755 (0.20199867152340475) | > loss_0: 2.160578966140747 (2.202842079659797) | > grad_norm_0: tensor(50.2990, device='cuda:0') (tensor(33.7279, device='cuda:0')) | > loss_gen: 2.6672616004943848 (2.7945731025573606) | > loss_kl: 1.7837765216827393 (1.7652050470966458) | > loss_feat: 8.687758445739746 (8.347049326234854) | > loss_mel: 14.106091499328613 (13.696420194415436) | > loss_duration: 1.6746480464935303 (1.7182407444906405) | > amp_scaler: 128.0 (132.0996441281139) | > loss_1: 28.91953468322754 (28.32148839400756) | > grad_norm_1: tensor(893.8080, device='cuda:0') (tensor(698.7652, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8719 (0.8433944173554933) | > loader_time: 0.0107 (0.010638352814942482)  --> TIME: 2025-05-09 01:47:30 -- STEP: 612/725 -- GLOBAL_STEP: 96500 | > loss_disc: 2.2605459690093994 (2.2000581511095434) | > loss_disc_real_0: 0.16296251118183136 (0.13188982804859742) | > loss_disc_real_1: 0.2042863667011261 (0.1957343836235843) | > loss_disc_real_2: 0.20200084149837494 (0.19184132940531545) | > loss_disc_real_3: 0.1928277462720871 (0.2026018876265856) | > loss_disc_real_4: 0.22893448173999786 (0.1977825470609603) | > loss_disc_real_5: 0.22032895684242249 (0.20168941689569975) | > loss_0: 2.2605459690093994 (2.2000581511095434) | > grad_norm_0: tensor(30.4672, device='cuda:0') (tensor(33.7446, device='cuda:0')) | > loss_gen: 2.8089921474456787 (2.796108586725845) | > loss_kl: 1.8372323513031006 (1.7663619705274993) | > loss_feat: 7.737872123718262 (8.355921072897559) | > loss_mel: 12.441776275634766 (13.702987714530602) | > loss_duration: 1.648643136024475 (1.7178670458154741) | > amp_scaler: 128.0 (131.76470588235293) | > loss_1: 26.474515914916992 (28.339246360305086) | > grad_norm_1: tensor(723.6740, device='cuda:0') (tensor(706.9623, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8256 (0.8433056543855102) | > loader_time: 0.0094 (0.01061123414756425)  --> TIME: 2025-05-09 01:48:13 -- STEP: 662/725 -- GLOBAL_STEP: 96550 | > loss_disc: 2.0566558837890625 (2.2004172250943586) | > loss_disc_real_0: 0.09784045070409775 (0.13193506896045595) | > loss_disc_real_1: 0.20350763201713562 (0.19576307692286454) | > loss_disc_real_2: 0.18653973937034607 (0.19182658139222342) | > loss_disc_real_3: 0.1857149749994278 (0.2028334390855988) | > loss_disc_real_4: 0.19038823246955872 (0.1978866632836463) | > loss_disc_real_5: 0.2069719284772873 (0.20167436198615604) | > loss_0: 2.0566558837890625 (2.2004172250943586) | > grad_norm_0: tensor(31.1545, device='cuda:0') (tensor(33.8870, device='cuda:0')) | > loss_gen: 2.9687259197235107 (2.7957679537487885) | > loss_kl: 1.83497154712677 (1.7656383127244217) | > loss_feat: 9.43150806427002 (8.350681674444411) | > loss_mel: 14.822444915771484 (13.690530582497132) | > loss_duration: 1.7316687107086182 (1.7186225297948026) | > amp_scaler: 128.0 (131.48036253776425) | > loss_1: 30.789318084716797 (28.32124101863527) | > grad_norm_1: tensor(1045.2018, device='cuda:0') (tensor(712.3111, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.887 (0.8431210924851567) | > loader_time: 0.0101 (0.010605550244495577)  --> TIME: 2025-05-09 01:48:56 -- STEP: 712/725 -- GLOBAL_STEP: 96600 | > loss_disc: 2.2142982482910156 (2.2033287484324378) | > loss_disc_real_0: 0.16194842755794525 (0.13270068681390726) | > loss_disc_real_1: 0.1953510344028473 (0.1959808922132078) | > loss_disc_real_2: 0.20861729979515076 (0.19194161337329435) | > loss_disc_real_3: 0.2040977030992508 (0.2027987955200873) | > loss_disc_real_4: 0.22234134376049042 (0.19794414251038198) | > loss_disc_real_5: 0.19567985832691193 (0.20167943266000649) | > loss_0: 2.2142982482910156 (2.2033287484324378) | > grad_norm_0: tensor(22.2758, device='cuda:0') (tensor(34.3240, device='cuda:0')) | > loss_gen: 2.8859496116638184 (2.792062008648777) | > loss_kl: 1.8374634981155396 (1.7668095555868042) | > loss_feat: 8.60562515258789 (8.328931836599704) | > loss_mel: 14.619205474853516 (13.674058473512034) | > loss_duration: 1.7330067157745361 (1.71863321876258) | > amp_scaler: 128.0 (131.23595505617962) | > loss_1: 29.681251525878906 (28.280495059624148) | > grad_norm_1: tensor(899.3133, device='cuda:0') (tensor(712.8945, device='cuda:0')) | > current_lr_0: 0.00019828231082573666 | > current_lr_1: 0.00019828231082573666 | > step_time: 0.8195 (0.8430547503273136) | > loader_time: 0.0101 (0.01058350754587837)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.213502883911133 (2.213502883911133) | > loss_disc_real_0: 0.12795759737491608 (0.12795759737491608) | > loss_disc_real_1: 0.19158904254436493 (0.19158904254436493) | > loss_disc_real_2: 0.20666395127773285 (0.20666395127773285) | > loss_disc_real_3: 0.2082473188638687 (0.2082473188638687) | > loss_disc_real_4: 0.2445632368326187 (0.2445632368326187) | > loss_disc_real_5: 0.2027539163827896 (0.2027539163827896) | > loss_0: 2.213502883911133 (2.213502883911133) | > loss_gen: 2.752753257751465 (2.752753257751465) | > loss_kl: 1.9243751764297485 (1.9243751764297485) | > loss_feat: 8.194059371948242 (8.194059371948242) | > loss_mel: 14.206610679626465 (14.206610679626465) | > loss_duration: 1.6825602054595947 (1.6825602054595947) | > loss_1: 28.760360717773438 (28.760360717773438)  --> STEP: 1 | > loss_disc: 2.250711441040039 (2.250711441040039) | > loss_disc_real_0: 0.13880161941051483 (0.13880161941051483) | > loss_disc_real_1: 0.1941826492547989 (0.1941826492547989) | > loss_disc_real_2: 0.2075684666633606 (0.2075684666633606) | > loss_disc_real_3: 0.19682539999485016 (0.19682539999485016) | > loss_disc_real_4: 0.21021203696727753 (0.21021203696727753) | > loss_disc_real_5: 0.20840421319007874 (0.20840421319007874) | > loss_0: 2.250711441040039 (2.250711441040039) | > loss_gen: 2.68133544921875 (2.68133544921875) | > loss_kl: 1.9531160593032837 (1.9531160593032837) | > loss_feat: 7.910778045654297 (7.910778045654297) | > loss_mel: 13.151579856872559 (13.151579856872559) | > loss_duration: 1.7575676441192627 (1.7575676441192627) | > loss_1: 27.454378128051758 (27.454378128051758)  --> STEP: 2 | > loss_disc: 2.070258140563965 (2.160484790802002) | > loss_disc_real_0: 0.10746637731790543 (0.12313399836421013) | > loss_disc_real_1: 0.18674354255199432 (0.1904630959033966) | > loss_disc_real_2: 0.19472099840641022 (0.2011447325348854) | > loss_disc_real_3: 0.19466601312160492 (0.19574570655822754) | > loss_disc_real_4: 0.2255048304796219 (0.2178584337234497) | > loss_disc_real_5: 0.17760209739208221 (0.19300315529108047) | > loss_0: 2.070258140563965 (2.160484790802002) | > loss_gen: 2.7440223693847656 (2.712678909301758) | > loss_kl: 2.013688087463379 (1.9834020733833313) | > loss_feat: 8.006315231323242 (7.9585466384887695) | > loss_mel: 15.085796356201172 (14.118688106536865) | > loss_duration: 1.8260726928710938 (1.7918201684951782) | > loss_1: 29.67589569091797 (28.565136909484863)  --> STEP: 3 | > loss_disc: 2.1970176696777344 (2.1726624170939126) | > loss_disc_real_0: 0.13226181268692017 (0.1261766031384468) | > loss_disc_real_1: 0.2017154097557068 (0.1942138671875) | > loss_disc_real_2: 0.21857555210590363 (0.20695500572522482) | > loss_disc_real_3: 0.20799270272254944 (0.1998280386130015) | > loss_disc_real_4: 0.23490743339061737 (0.22354143361250559) | > loss_disc_real_5: 0.17710675299167633 (0.18770435452461243) | > loss_0: 2.1970176696777344 (2.1726624170939126) | > loss_gen: 2.80326771736145 (2.7428751786549888) | > loss_kl: 1.8487902879714966 (1.938531478246053) | > loss_feat: 8.503634452819824 (8.140242576599121) | > loss_mel: 14.31190013885498 (14.18309211730957) | > loss_duration: 1.7983181476593018 (1.793986161549886) | > loss_1: 29.265913009643555 (28.798728942871094)  --> STEP: 4 | > loss_disc: 2.1092617511749268 (2.1568122506141663) | > loss_disc_real_0: 0.09010282158851624 (0.11715815775096416) | > loss_disc_real_1: 0.20815758407115936 (0.19769979640841484) | > loss_disc_real_2: 0.20322993397712708 (0.20602373778820038) | > loss_disc_real_3: 0.1920679807662964 (0.19788802415132523) | > loss_disc_real_4: 0.20980273187160492 (0.22010675817728043) | > loss_disc_real_5: 0.19047100841999054 (0.18839601799845695) | > loss_0: 2.1092617511749268 (2.1568122506141663) | > loss_gen: 2.823927164077759 (2.763138175010681) | > loss_kl: 1.8819551467895508 (1.9243873953819275) | > loss_feat: 9.026463508605957 (8.36179780960083) | > loss_mel: 15.567023277282715 (14.529074907302856) | > loss_duration: 1.7441326379776 (1.7815227806568146) | > loss_1: 31.043500900268555 (29.35992193222046) --> EVAL PERFORMANCE | > avg_loader_time: 0.2993326783180237 (+0.00939178466796875) | > avg_loss_disc: 2.1568122506141663 (+0.024632632732391357) | > avg_loss_disc_real_0: 0.11715815775096416 (+0.012619856745004654) | > avg_loss_disc_real_1: 0.19769979640841484 (+0.015916649252176285) | > avg_loss_disc_real_2: 0.20602373778820038 (+0.010744389146566391) | > avg_loss_disc_real_3: 0.19788802415132523 (-0.01757434755563736) | > avg_loss_disc_real_4: 0.22010675817728043 (+0.012854468077421188) | > avg_loss_disc_real_5: 0.18839601799845695 (-0.026189986616373062) | > avg_loss_0: 2.1568122506141663 (+0.024632632732391357) | > avg_loss_gen: 2.763138175010681 (+0.010708332061767578) | > avg_loss_kl: 1.9243873953819275 (-0.022248893976211548) | > avg_loss_feat: 8.36179780960083 (+0.07784020900726318) | > avg_loss_mel: 14.529074907302856 (+0.5234770774841309) | > avg_loss_duration: 1.7815227806568146 (+0.005361109972000122) | > avg_loss_1: 29.35992193222046 (+0.5951385498046875)  > EPOCH: 70/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 01:49:13)   --> TIME: 2025-05-09 01:49:47 -- STEP: 37/725 -- GLOBAL_STEP: 96650 | > loss_disc: 2.167898178100586 (2.215143770784945) | > loss_disc_real_0: 0.12498344480991364 (0.13474782133424604) | > loss_disc_real_1: 0.18442921340465546 (0.19247842640490145) | > loss_disc_real_2: 0.16592350602149963 (0.19279310872425903) | > loss_disc_real_3: 0.17327646911144257 (0.20232592402277766) | > loss_disc_real_4: 0.197215273976326 (0.19745345010950757) | > loss_disc_real_5: 0.2062372863292694 (0.2112045477370958) | > loss_0: 2.167898178100586 (2.215143770784945) | > grad_norm_0: tensor(51.0981, device='cuda:0') (tensor(36.8039, device='cuda:0')) | > loss_gen: 2.8401665687561035 (2.7771671591578304) | > loss_kl: 1.7289844751358032 (1.791923854802106) | > loss_feat: 8.982315063476562 (8.487842637139398) | > loss_mel: 14.31420612335205 (14.220295880291912) | > loss_duration: 1.7098312377929688 (1.7173338484119725) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.575502395629883 (28.99456297384726) | > grad_norm_1: tensor(997.5591, device='cuda:0') (tensor(951.7623, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8492 (0.8532837339349695) | > loader_time: 0.0102 (0.010163854908298802)  --> TIME: 2025-05-09 01:50:31 -- STEP: 87/725 -- GLOBAL_STEP: 96700 | > loss_disc: 2.1776585578918457 (2.2295779496773904) | > loss_disc_real_0: 0.11562682688236237 (0.1390277482997412) | > loss_disc_real_1: 0.17747017741203308 (0.19438157872907047) | > loss_disc_real_2: 0.18031755089759827 (0.1948006733738143) | > loss_disc_real_3: 0.1900409460067749 (0.20255217213055182) | > loss_disc_real_4: 0.20563948154449463 (0.19769075375863876) | > loss_disc_real_5: 0.19729305803775787 (0.20686394096105948) | > loss_0: 2.1776585578918457 (2.2295779496773904) | > grad_norm_0: tensor(42.5900, device='cuda:0') (tensor(38.5921, device='cuda:0')) | > loss_gen: 2.7857863903045654 (2.7693599668042412) | > loss_kl: 1.798694133758545 (1.7789512749375969) | > loss_feat: 8.756526947021484 (8.301257297910494) | > loss_mel: 14.94278621673584 (13.892500449871195) | > loss_duration: 1.7018694877624512 (1.719651304442307) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.98566436767578 (28.461720104875237) | > grad_norm_1: tensor(718.4617, device='cuda:0') (tensor(866.7506, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8203 (0.8529262871577822) | > loader_time: 0.0117 (0.01062580908852062)  --> TIME: 2025-05-09 01:51:14 -- STEP: 137/725 -- GLOBAL_STEP: 96750 | > loss_disc: 2.1471221446990967 (2.224838815466331) | > loss_disc_real_0: 0.09912216663360596 (0.13810322808958322) | > loss_disc_real_1: 0.16632303595542908 (0.19546739572156085) | > loss_disc_real_2: 0.16530326008796692 (0.19343023469848356) | > loss_disc_real_3: 0.2052997350692749 (0.2025747514554184) | > loss_disc_real_4: 0.17087581753730774 (0.19775614958174909) | > loss_disc_real_5: 0.2052919715642929 (0.20656317831390966) | > loss_0: 2.1471221446990967 (2.224838815466331) | > grad_norm_0: tensor(7.8806, device='cuda:0') (tensor(36.9563, device='cuda:0')) | > loss_gen: 2.843599319458008 (2.761512665853013) | > loss_kl: 1.7965625524520874 (1.7643864842226906) | > loss_feat: 9.314098358154297 (8.281757260761118) | > loss_mel: 13.636360168457031 (13.77437787160386) | > loss_duration: 1.7079670429229736 (1.7228024510571556) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.298587799072266 (28.30483662124968) | > grad_norm_1: tensor(546.0774, device='cuda:0') (tensor(839.7306, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.7991 (0.8506229637313063) | > loader_time: 0.0111 (0.010679784482412968)  --> TIME: 2025-05-09 01:51:57 -- STEP: 187/725 -- GLOBAL_STEP: 96800 | > loss_disc: 2.2401554584503174 (2.220258924412855) | > loss_disc_real_0: 0.14887718856334686 (0.13738129264052545) | > loss_disc_real_1: 0.22892451286315918 (0.19580363677465978) | > loss_disc_real_2: 0.18550515174865723 (0.19307346737639788) | > loss_disc_real_3: 0.18962840735912323 (0.20221450207705174) | > loss_disc_real_4: 0.2153167724609375 (0.19788880805599499) | > loss_disc_real_5: 0.2000962346792221 (0.2041993339590848) | > loss_0: 2.2401554584503174 (2.220258924412855) | > grad_norm_0: tensor(50.3348, device='cuda:0') (tensor(36.6014, device='cuda:0')) | > loss_gen: 2.8163599967956543 (2.768081356497372) | > loss_kl: 1.7908518314361572 (1.75184583791437) | > loss_feat: 8.16201400756836 (8.29886635357046) | > loss_mel: 13.540678977966309 (13.798784210082681) | > loss_duration: 1.750590205192566 (1.724940280863308) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.060495376586914 (28.342517964980182) | > grad_norm_1: tensor(870.9470, device='cuda:0') (tensor(826.0002, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8387 (0.848900318145752) | > loader_time: 0.0103 (0.010699937687838142)  --> TIME: 2025-05-09 01:52:40 -- STEP: 237/725 -- GLOBAL_STEP: 96850 | > loss_disc: 2.266064167022705 (2.210139189088396) | > loss_disc_real_0: 0.09279997646808624 (0.13454022950135217) | > loss_disc_real_1: 0.18409547209739685 (0.19504769938656047) | > loss_disc_real_2: 0.20147991180419922 (0.1926212629562692) | > loss_disc_real_3: 0.21385803818702698 (0.20184864965169244) | > loss_disc_real_4: 0.18474611639976501 (0.19818960287399937) | > loss_disc_real_5: 0.1811620593070984 (0.20296065754528286) | > loss_0: 2.266064167022705 (2.210139189088396) | > grad_norm_0: tensor(27.8253, device='cuda:0') (tensor(36.4886, device='cuda:0')) | > loss_gen: 2.742644786834717 (2.7846517321429674) | > loss_kl: 1.8797796964645386 (1.7570711213325145) | > loss_feat: 8.252795219421387 (8.360857625550862) | > loss_mel: 14.589164733886719 (13.82464247514427) | > loss_duration: 1.6988662481307983 (1.7238375074249783) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.163251876831055 (28.45106040375142) | > grad_norm_1: tensor(562.9446, device='cuda:0') (tensor(816.0347, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8224 (0.84892830768215) | > loader_time: 0.0095 (0.010668299872160964)  --> TIME: 2025-05-09 01:53:23 -- STEP: 287/725 -- GLOBAL_STEP: 96900 | > loss_disc: 2.1251964569091797 (2.2115864658189563) | > loss_disc_real_0: 0.14883878827095032 (0.13555140349403919) | > loss_disc_real_1: 0.20770831406116486 (0.1952221076351425) | > loss_disc_real_2: 0.19781970977783203 (0.19249370808385394) | > loss_disc_real_3: 0.2111993432044983 (0.2022578287415389) | > loss_disc_real_4: 0.20120136439800262 (0.19856049270995402) | > loss_disc_real_5: 0.19126009941101074 (0.2024337176350351) | > loss_0: 2.1251964569091797 (2.2115864658189563) | > grad_norm_0: tensor(67.6328, device='cuda:0') (tensor(36.0554, device='cuda:0')) | > loss_gen: 2.898965358734131 (2.778371000123772) | > loss_kl: 1.695493459701538 (1.7575185905350212) | > loss_feat: 8.584233283996582 (8.322365991745263) | > loss_mel: 13.86314868927002 (13.77369692267441) | > loss_duration: 1.7438366413116455 (1.7241103894203793) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.78567886352539 (28.356062832609716) | > grad_norm_1: tensor(859.4103, device='cuda:0') (tensor(803.3096, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8028 (0.847598015223646) | > loader_time: 0.0119 (0.010692809932323282)  --> TIME: 2025-05-09 01:54:06 -- STEP: 337/725 -- GLOBAL_STEP: 96950 | > loss_disc: 2.0122759342193604 (2.207109765765929) | > loss_disc_real_0: 0.055606842041015625 (0.13493948807879091) | > loss_disc_real_1: 0.18876180052757263 (0.19492297807503878) | > loss_disc_real_2: 0.17540234327316284 (0.1921992466870685) | > loss_disc_real_3: 0.23959040641784668 (0.2023821691111925) | > loss_disc_real_4: 0.181497260928154 (0.19845100596149173) | > loss_disc_real_5: 0.19468450546264648 (0.2017256239489915) | > loss_0: 2.0122759342193604 (2.207109765765929) | > grad_norm_0: tensor(13.1930, device='cuda:0') (tensor(35.4387, device='cuda:0')) | > loss_gen: 2.9915683269500732 (2.7855226604450363) | > loss_kl: 1.7092381715774536 (1.75647043934208) | > loss_feat: 9.639144897460938 (8.350405514770877) | > loss_mel: 14.400922775268555 (13.75888666554799) | > loss_duration: 1.7006114721298218 (1.7235857867345605) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.441484451293945 (28.374870973807777) | > grad_norm_1: tensor(379.9387, device='cuda:0') (tensor(789.4233, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8832 (0.8471165644308933) | > loader_time: 0.0104 (0.010716778588224236)  --> TIME: 2025-05-09 01:54:49 -- STEP: 387/725 -- GLOBAL_STEP: 97000 | > loss_disc: 2.3948090076446533 (2.207026148027225) | > loss_disc_real_0: 0.11995842307806015 (0.13430326521512156) | > loss_disc_real_1: 0.20925912261009216 (0.195255406759198) | > loss_disc_real_2: 0.2102763056755066 (0.19221936301051498) | > loss_disc_real_3: 0.20901994407176971 (0.20251609827812952) | > loss_disc_real_4: 0.21631991863250732 (0.19829520991298272) | > loss_disc_real_5: 0.20766212046146393 (0.20188891772151918) | > loss_0: 2.3948090076446533 (2.207026148027225) | > grad_norm_0: tensor(12.3179, device='cuda:0') (tensor(35.0595, device='cuda:0')) | > loss_gen: 2.461764097213745 (2.7857265158217106) | > loss_kl: 1.8044109344482422 (1.7589811148261532) | > loss_feat: 6.887979984283447 (8.348599740701141) | > loss_mel: 12.445849418640137 (13.746550690604119) | > loss_duration: 1.7956531047821045 (1.7223225188193698) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.39565658569336 (28.36218048805415) | > grad_norm_1: tensor(842.3077, device='cuda:0') (tensor(791.5192, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8624 (0.8465662969791304) | > loader_time: 0.0123 (0.010722599596324206) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_97000.pth  --> TIME: 2025-05-09 01:55:34 -- STEP: 437/725 -- GLOBAL_STEP: 97050 | > loss_disc: 2.233595848083496 (2.2044362781795246) | > loss_disc_real_0: 0.20837390422821045 (0.13399971035272906) | > loss_disc_real_1: 0.18943965435028076 (0.19498825946170623) | > loss_disc_real_2: 0.21385595202445984 (0.19201102999446054) | > loss_disc_real_3: 0.19777259230613708 (0.2025153424497055) | > loss_disc_real_4: 0.21769121289253235 (0.1981793147952933) | > loss_disc_real_5: 0.20840957760810852 (0.2016255173584962) | > loss_0: 2.233595848083496 (2.2044362781795246) | > grad_norm_0: tensor(53.8364, device='cuda:0') (tensor(35.3747, device='cuda:0')) | > loss_gen: 2.9299566745758057 (2.7900929892908812) | > loss_kl: 1.7485076189041138 (1.7614679161962163) | > loss_feat: 8.662613868713379 (8.377890502833685) | > loss_mel: 13.65785026550293 (13.753416471677733) | > loss_duration: 1.6855469942092896 (1.7209712078696797) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.68447494506836 (28.40383902403529) | > grad_norm_1: tensor(609.8111, device='cuda:0') (tensor(796.3845, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8711 (0.8458018515693787) | > loader_time: 0.01 (0.010780203533390844)  --> TIME: 2025-05-09 01:56:16 -- STEP: 487/725 -- GLOBAL_STEP: 97100 | > loss_disc: 2.3259329795837402 (2.207239115752232) | > loss_disc_real_0: 0.12066538631916046 (0.1335062726613066) | > loss_disc_real_1: 0.1785486936569214 (0.19553610602933033) | > loss_disc_real_2: 0.18760564923286438 (0.19269336047113805) | > loss_disc_real_3: 0.19113822281360626 (0.20263779206197616) | > loss_disc_real_4: 0.20059722661972046 (0.1981846542696199) | > loss_disc_real_5: 0.16335970163345337 (0.20172177068506666) | > loss_0: 2.3259329795837402 (2.207239115752232) | > grad_norm_0: tensor(27.6213, device='cuda:0') (tensor(35.1869, device='cuda:0')) | > loss_gen: 2.5735068321228027 (2.7874688627293978) | > loss_kl: 1.7879598140716553 (1.7615368048023639) | > loss_feat: 7.564314842224121 (8.356718946531338) | > loss_mel: 12.689661026000977 (13.741287883547052) | > loss_duration: 1.7096456289291382 (1.7210798936702874) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.325088500976562 (28.368092339141665) | > grad_norm_1: tensor(945.3770, device='cuda:0') (tensor(803.0364, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.7935 (0.8451047198238804) | > loader_time: 0.0122 (0.010798339236688324)  --> TIME: 2025-05-09 01:57:00 -- STEP: 537/725 -- GLOBAL_STEP: 97150 | > loss_disc: 2.108778476715088 (2.207213235523002) | > loss_disc_real_0: 0.07616778463125229 (0.13354222507699917) | > loss_disc_real_1: 0.19534285366535187 (0.1956975018289946) | > loss_disc_real_2: 0.1835618019104004 (0.19263361069743196) | > loss_disc_real_3: 0.19372446835041046 (0.20272459406093524) | > loss_disc_real_4: 0.20132777094841003 (0.19825727549456126) | > loss_disc_real_5: 0.18043796718120575 (0.2017262805551568) | > loss_0: 2.108778476715088 (2.207213235523002) | > grad_norm_0: tensor(21.6006, device='cuda:0') (tensor(35.4922, device='cuda:0')) | > loss_gen: 2.8028531074523926 (2.786323990901757) | > loss_kl: 1.6573784351348877 (1.7586918363358055) | > loss_feat: 8.302903175354004 (8.342760157096777) | > loss_mel: 12.775317192077637 (13.716956715788033) | > loss_duration: 1.7516688108444214 (1.7213574647903438) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.29012107849121 (28.32609010408711) | > grad_norm_1: tensor(726.1934, device='cuda:0') (tensor(803.2574, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8309 (0.8452802703367264) | > loader_time: 0.0095 (0.01080275203484619)  --> TIME: 2025-05-09 01:57:42 -- STEP: 587/725 -- GLOBAL_STEP: 97200 | > loss_disc: 2.3134589195251465 (2.2082613678157226) | > loss_disc_real_0: 0.15273183584213257 (0.13410490979099401) | > loss_disc_real_1: 0.189785897731781 (0.19561545091349583) | > loss_disc_real_2: 0.1709546446800232 (0.19254361539825265) | > loss_disc_real_3: 0.23114201426506042 (0.20282273469223086) | > loss_disc_real_4: 0.19900323450565338 (0.19801924858730938) | > loss_disc_real_5: 0.2421059012413025 (0.20197345171713954) | > loss_0: 2.3134589195251465 (2.2082613678157226) | > grad_norm_0: tensor(22.6597, device='cuda:0') (tensor(34.9901, device='cuda:0')) | > loss_gen: 2.619696617126465 (2.7845848735796346) | > loss_kl: 1.7623316049575806 (1.7586111995999212) | > loss_feat: 7.2966694831848145 (8.343268967974542) | > loss_mel: 12.40816879272461 (13.716989994861402) | > loss_duration: 1.679797887802124 (1.7208713615976354) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.766666412353516 (28.32432636085523) | > grad_norm_1: tensor(830.3066, device='cuda:0') (tensor(790.6683, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8452 (0.8448482331466022) | > loader_time: 0.0119 (0.010837404650764534)  --> TIME: 2025-05-09 01:58:25 -- STEP: 637/725 -- GLOBAL_STEP: 97250 | > loss_disc: 2.311418056488037 (2.206896362349601) | > loss_disc_real_0: 0.10229780524969101 (0.1344273569971745) | > loss_disc_real_1: 0.21703150868415833 (0.195530744980044) | > loss_disc_real_2: 0.1960570216178894 (0.19232311536041874) | > loss_disc_real_3: 0.18284305930137634 (0.20276559026125285) | > loss_disc_real_4: 0.18077149987220764 (0.1976114953144379) | > loss_disc_real_5: 0.1937563121318817 (0.20193383542110258) | > loss_0: 2.311418056488037 (2.206896362349601) | > grad_norm_0: tensor(32.5353, device='cuda:0') (tensor(35.0012, device='cuda:0')) | > loss_gen: 2.464850425720215 (2.78815978699988) | > loss_kl: 1.8805387020111084 (1.760488252999083) | > loss_feat: 7.468247413635254 (8.354990538472851) | > loss_mel: 12.47652816772461 (13.72832488714245) | > loss_duration: 1.678077220916748 (1.720281330345189) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.968242645263672 (28.352244758905385) | > grad_norm_1: tensor(624.8280, device='cuda:0') (tensor(786.8452, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8376 (0.8447466693830262) | > loader_time: 0.0097 (0.010845195180392907)  --> TIME: 2025-05-09 01:59:08 -- STEP: 687/725 -- GLOBAL_STEP: 97300 | > loss_disc: 2.414201021194458 (2.206701548165455) | > loss_disc_real_0: 0.07843535393476486 (0.1345199001288745) | > loss_disc_real_1: 0.22052331268787384 (0.19547775702271739) | > loss_disc_real_2: 0.19621704518795013 (0.19241092778102462) | > loss_disc_real_3: 0.16342319548130035 (0.20258065095114403) | > loss_disc_real_4: 0.15435466170310974 (0.19758727560917888) | > loss_disc_real_5: 0.19746604561805725 (0.20172644327387887) | > loss_0: 2.414201021194458 (2.206701548165455) | > grad_norm_0: tensor(31.6089, device='cuda:0') (tensor(34.7567, device='cuda:0')) | > loss_gen: 2.5016486644744873 (2.7870576062403716) | > loss_kl: 1.6851531267166138 (1.7616806696596108) | > loss_feat: 7.8549275398254395 (8.35236632320733) | > loss_mel: 13.754958152770996 (13.718583416557035) | > loss_duration: 1.7389726638793945 (1.7202041444125995) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.535659790039062 (28.339892130578274) | > grad_norm_1: tensor(677.1285, device='cuda:0') (tensor(787.3207, device='cuda:0')) | > current_lr_0: 0.00019825752553688343 | > current_lr_1: 0.00019825752553688343 | > step_time: 0.8632 (0.8442967233005393) | > loader_time: 0.0122 (0.010843616038604243)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0713300704956055 (2.0713300704956055) | > loss_disc_real_0: 0.1772698611021042 (0.1772698611021042) | > loss_disc_real_1: 0.18563635647296906 (0.18563635647296906) | > loss_disc_real_2: 0.1656593680381775 (0.1656593680381775) | > loss_disc_real_3: 0.1832962930202484 (0.1832962930202484) | > loss_disc_real_4: 0.23266151547431946 (0.23266151547431946) | > loss_disc_real_5: 0.22954049706459045 (0.22954049706459045) | > loss_0: 2.0713300704956055 (2.0713300704956055) | > loss_gen: 3.1378800868988037 (3.1378800868988037) | > loss_kl: 1.910784363746643 (1.910784363746643) | > loss_feat: 9.394701957702637 (9.394701957702637) | > loss_mel: 15.599103927612305 (15.599103927612305) | > loss_duration: 1.6919364929199219 (1.6919364929199219) | > loss_1: 31.734407424926758 (31.734407424926758)  --> STEP: 1 | > loss_disc: 2.301251173019409 (2.301251173019409) | > loss_disc_real_0: 0.18719710409641266 (0.18719710409641266) | > loss_disc_real_1: 0.1818300485610962 (0.1818300485610962) | > loss_disc_real_2: 0.19713594019412994 (0.19713594019412994) | > loss_disc_real_3: 0.1890971064567566 (0.1890971064567566) | > loss_disc_real_4: 0.2521251142024994 (0.2521251142024994) | > loss_disc_real_5: 0.28266632556915283 (0.28266632556915283) | > loss_0: 2.301251173019409 (2.301251173019409) | > loss_gen: 2.8339765071868896 (2.8339765071868896) | > loss_kl: 1.9689264297485352 (1.9689264297485352) | > loss_feat: 7.368192672729492 (7.368192672729492) | > loss_mel: 13.293436050415039 (13.293436050415039) | > loss_duration: 1.756848692893982 (1.756848692893982) | > loss_1: 27.22138023376465 (27.22138023376465)  --> STEP: 2 | > loss_disc: 2.13520884513855 (2.2182300090789795) | > loss_disc_real_0: 0.1791352480649948 (0.18316617608070374) | > loss_disc_real_1: 0.1792546510696411 (0.18054234981536865) | > loss_disc_real_2: 0.1710672676563263 (0.18410160392522812) | > loss_disc_real_3: 0.1908777952194214 (0.189987450838089) | > loss_disc_real_4: 0.20451727509498596 (0.22832119464874268) | > loss_disc_real_5: 0.2270658016204834 (0.2548660635948181) | > loss_0: 2.13520884513855 (2.2182300090789795) | > loss_gen: 3.025300979614258 (2.9296387434005737) | > loss_kl: 1.9353432655334473 (1.9521348476409912) | > loss_feat: 9.069607734680176 (8.218900203704834) | > loss_mel: 14.500349044799805 (13.896892547607422) | > loss_duration: 1.8259284496307373 (1.7913885712623596) | > loss_1: 30.356529235839844 (28.788954734802246)  --> STEP: 3 | > loss_disc: 2.301954746246338 (2.246138254801432) | > loss_disc_real_0: 0.211492121219635 (0.19260815779368082) | > loss_disc_real_1: 0.19323089718818665 (0.18477186560630798) | > loss_disc_real_2: 0.20159286260604858 (0.18993202348550162) | > loss_disc_real_3: 0.17743881046772003 (0.18580457071463266) | > loss_disc_real_4: 0.2245582491159439 (0.2270668794711431) | > loss_disc_real_5: 0.26296576857566833 (0.2575659652551015) | > loss_0: 2.301954746246338 (2.246138254801432) | > loss_gen: 2.832705497741699 (2.8973276615142822) | > loss_kl: 1.9930603504180908 (1.9657766819000244) | > loss_feat: 7.403294563293457 (7.947031656901042) | > loss_mel: 12.994303703308105 (13.59602959950765) | > loss_duration: 1.7829246520996094 (1.7885672648747761) | > loss_1: 27.006290435791016 (28.194733301798504)  --> STEP: 4 | > loss_disc: 2.2906434535980225 (2.25726455450058) | > loss_disc_real_0: 0.19621801376342773 (0.19351062178611755) | > loss_disc_real_1: 0.18933537602424622 (0.18591274321079254) | > loss_disc_real_2: 0.1860537827014923 (0.18896246328949928) | > loss_disc_real_3: 0.2144688218832016 (0.1929706335067749) | > loss_disc_real_4: 0.22792454063892365 (0.22728129476308823) | > loss_disc_real_5: 0.24107292294502258 (0.2534427046775818) | > loss_0: 2.2906434535980225 (2.25726455450058) | > loss_gen: 2.807889461517334 (2.874968111515045) | > loss_kl: 1.9165493249893188 (1.953469842672348) | > loss_feat: 6.9787187576293945 (7.70495343208313) | > loss_mel: 11.44193172454834 (13.057505130767822) | > loss_duration: 1.7226648330688477 (1.772091656923294) | > loss_1: 24.867755889892578 (27.36298894882202) --> EVAL PERFORMANCE | > avg_loader_time: 0.28481119871139526 (-0.014521479606628418) | > avg_loss_disc: 2.25726455450058 (+0.10045230388641357) | > avg_loss_disc_real_0: 0.19351062178611755 (+0.07635246403515339) | > avg_loss_disc_real_1: 0.18591274321079254 (-0.0117870531976223) | > avg_loss_disc_real_2: 0.18896246328949928 (-0.017061274498701096) | > avg_loss_disc_real_3: 0.1929706335067749 (-0.0049173906445503235) | > avg_loss_disc_real_4: 0.22728129476308823 (+0.0071745365858078) | > avg_loss_disc_real_5: 0.2534427046775818 (+0.06504668667912483) | > avg_loss_0: 2.25726455450058 (+0.10045230388641357) | > avg_loss_gen: 2.874968111515045 (+0.11182993650436401) | > avg_loss_kl: 1.953469842672348 (+0.029082447290420532) | > avg_loss_feat: 7.70495343208313 (-0.6568443775177002) | > avg_loss_mel: 13.057505130767822 (-1.4715697765350342) | > avg_loss_duration: 1.772091656923294 (-0.009431123733520508) | > avg_loss_1: 27.36298894882202 (-1.9969329833984375)  > EPOCH: 71/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 01:59:49)   --> TIME: 2025-05-09 02:00:02 -- STEP: 12/725 -- GLOBAL_STEP: 97350 | > loss_disc: 2.114729881286621 (2.1746482451756797) | > loss_disc_real_0: 0.09966837614774704 (0.12280994902054469) | > loss_disc_real_1: 0.17482395470142365 (0.19134139393766722) | > loss_disc_real_2: 0.19556951522827148 (0.19252852723002434) | > loss_disc_real_3: 0.20265471935272217 (0.19973714898029962) | > loss_disc_real_4: 0.1956501603126526 (0.19365897526343664) | > loss_disc_real_5: 0.20854990184307098 (0.19743058209617934) | > loss_0: 2.114729881286621 (2.1746482451756797) | > grad_norm_0: tensor(34.8471, device='cuda:0') (tensor(29.5664, device='cuda:0')) | > loss_gen: 2.91689395904541 (2.771640419960022) | > loss_kl: 1.8731516599655151 (1.8085859219233196) | > loss_feat: 9.784975051879883 (8.4390660127004) | > loss_mel: 15.26063060760498 (13.793215672175089) | > loss_duration: 1.7605628967285156 (1.7337208191553752) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.596214294433594 (28.546229044596355) | > grad_norm_1: tensor(901.5747, device='cuda:0') (tensor(829.3368, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8475 (0.8290142019589742) | > loader_time: 0.0091 (0.010200798511505127)  --> TIME: 2025-05-09 02:00:45 -- STEP: 62/725 -- GLOBAL_STEP: 97400 | > loss_disc: 2.2039036750793457 (2.1876170712132614) | > loss_disc_real_0: 0.15096770226955414 (0.1317721117408045) | > loss_disc_real_1: 0.16479091346263885 (0.19175926788199332) | > loss_disc_real_2: 0.22999297082424164 (0.19068634606176807) | > loss_disc_real_3: 0.21915704011917114 (0.20295810651394627) | > loss_disc_real_4: 0.20107758045196533 (0.19827350517434458) | > loss_disc_real_5: 0.1482832282781601 (0.19996833705133008) | > loss_0: 2.2039036750793457 (2.1876170712132614) | > grad_norm_0: tensor(78.0983, device='cuda:0') (tensor(35.9639, device='cuda:0')) | > loss_gen: 2.754377841949463 (2.794212072126327) | > loss_kl: 1.7545593976974487 (1.7860445303301657) | > loss_feat: 8.591622352600098 (8.487108415172948) | > loss_mel: 13.54743766784668 (13.82310075144614) | > loss_duration: 1.7730621099472046 (1.715734601020813) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.421058654785156 (28.60620052583756) | > grad_norm_1: tensor(1007.5439, device='cuda:0') (tensor(859.0322, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8461 (0.8439189234087544) | > loader_time: 0.0117 (0.010948992544604887)  --> TIME: 2025-05-09 02:01:28 -- STEP: 112/725 -- GLOBAL_STEP: 97450 | > loss_disc: 2.1470446586608887 (2.1923337940658842) | > loss_disc_real_0: 0.09441511332988739 (0.13509139498429643) | > loss_disc_real_1: 0.20671981573104858 (0.19407461038125412) | > loss_disc_real_2: 0.16134853661060333 (0.19014818953084095) | > loss_disc_real_3: 0.24102383852005005 (0.20135466208947556) | > loss_disc_real_4: 0.21263708174228668 (0.19650110974907875) | > loss_disc_real_5: 0.18046420812606812 (0.2012527575716376) | > loss_0: 2.1470446586608887 (2.1923337940658842) | > grad_norm_0: tensor(31.3903, device='cuda:0') (tensor(36.4558, device='cuda:0')) | > loss_gen: 2.90126895904541 (2.7966215312480935) | > loss_kl: 1.6137393712997437 (1.7833401401128088) | > loss_feat: 8.210777282714844 (8.453826610531122) | > loss_mel: 13.256823539733887 (13.87172530378614) | > loss_duration: 1.7204689979553223 (1.7200208976864815) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.70307731628418 (28.625534568514144) | > grad_norm_1: tensor(893.3069, device='cuda:0') (tensor(833.3211, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8366 (0.8462383065904889) | > loader_time: 0.0094 (0.010808763759476795)  --> TIME: 2025-05-09 02:02:11 -- STEP: 162/725 -- GLOBAL_STEP: 97500 | > loss_disc: 2.1028401851654053 (2.205075368469145) | > loss_disc_real_0: 0.13504812121391296 (0.1375503133936429) | > loss_disc_real_1: 0.18167783319950104 (0.19489842165767407) | > loss_disc_real_2: 0.16787981986999512 (0.1911358686141025) | > loss_disc_real_3: 0.182926207780838 (0.2020474934467563) | > loss_disc_real_4: 0.22675321996212006 (0.1966932954059707) | > loss_disc_real_5: 0.24745513498783112 (0.20191547099822824) | > loss_0: 2.1028401851654053 (2.205075368469145) | > grad_norm_0: tensor(48.3201, device='cuda:0') (tensor(35.8060, device='cuda:0')) | > loss_gen: 2.944889545440674 (2.7817591973292983) | > loss_kl: 1.6458959579467773 (1.7796946248890442) | > loss_feat: 8.721817016601562 (8.36270106280291) | > loss_mel: 14.454703330993652 (13.785369337340931) | > loss_duration: 1.6802959442138672 (1.7199697604885804) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.447601318359375 (28.42949408072012) | > grad_norm_1: tensor(728.4890, device='cuda:0') (tensor(817.5493, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8195 (0.848882539772693) | > loader_time: 0.0118 (0.010794340828318651)  --> TIME: 2025-05-09 02:02:55 -- STEP: 212/725 -- GLOBAL_STEP: 97550 | > loss_disc: 2.2390975952148438 (2.2023925275172846) | > loss_disc_real_0: 0.1420135349035263 (0.13675131701495294) | > loss_disc_real_1: 0.21805717051029205 (0.19476344099022305) | > loss_disc_real_2: 0.21064890921115875 (0.19144959944599074) | > loss_disc_real_3: 0.20315654575824738 (0.2014564445136853) | > loss_disc_real_4: 0.21296310424804688 (0.1965646355781915) | > loss_disc_real_5: 0.20482473075389862 (0.20145965887690484) | > loss_0: 2.2390975952148438 (2.2023925275172846) | > grad_norm_0: tensor(15.3329, device='cuda:0') (tensor(36.8870, device='cuda:0')) | > loss_gen: 2.706481695175171 (2.7895624187757395) | > loss_kl: 1.5450345277786255 (1.7746518923426575) | > loss_feat: 8.267982482910156 (8.409635566315554) | > loss_mel: 13.286673545837402 (13.830022164110867) | > loss_duration: 1.7176439762115479 (1.7187016094630616) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.523815155029297 (28.52257374097716) | > grad_norm_1: tensor(650.6010, device='cuda:0') (tensor(809.2714, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8461 (0.8484632125440633) | > loader_time: 0.0096 (0.010760068893432614)  --> TIME: 2025-05-09 02:03:38 -- STEP: 262/725 -- GLOBAL_STEP: 97600 | > loss_disc: 2.3179852962493896 (2.208354680592779) | > loss_disc_real_0: 0.08064740896224976 (0.13663959332549844) | > loss_disc_real_1: 0.21149879693984985 (0.1952018529631709) | > loss_disc_real_2: 0.16530375182628632 (0.1915990639165157) | > loss_disc_real_3: 0.19545355439186096 (0.20202439016740742) | > loss_disc_real_4: 0.2254638373851776 (0.19792913042634497) | > loss_disc_real_5: 0.18478743731975555 (0.2020181400402811) | > loss_0: 2.3179852962493896 (2.208354680592779) | > grad_norm_0: tensor(35.1308, device='cuda:0') (tensor(36.9598, device='cuda:0')) | > loss_gen: 2.4971702098846436 (2.7861059531000745) | > loss_kl: 1.7575808763504028 (1.7738582541924397) | > loss_feat: 7.636104583740234 (8.398515761353584) | > loss_mel: 14.314980506896973 (13.825717532907733) | > loss_duration: 1.6915581226348877 (1.7192863849283173) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.89739418029785 (28.50348400523644) | > grad_norm_1: tensor(1073.4900, device='cuda:0') (tensor(819.3607, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.9034 (0.8480567003934438) | > loader_time: 0.01 (0.010779769366024103)  --> TIME: 2025-05-09 02:04:20 -- STEP: 312/725 -- GLOBAL_STEP: 97650 | > loss_disc: 2.0314321517944336 (2.207169609956253) | > loss_disc_real_0: 0.12121345102787018 (0.13544282443725914) | > loss_disc_real_1: 0.1854441910982132 (0.1948884011556704) | > loss_disc_real_2: 0.17452888190746307 (0.19158216389134894) | > loss_disc_real_3: 0.21601751446723938 (0.20221990351684577) | > loss_disc_real_4: 0.18899358808994293 (0.1978227360508382) | > loss_disc_real_5: 0.16989457607269287 (0.20257654852974114) | > loss_0: 2.0314321517944336 (2.207169609956253) | > grad_norm_0: tensor(46.5780, device='cuda:0') (tensor(36.7074, device='cuda:0')) | > loss_gen: 2.980515718460083 (2.783784416241524) | > loss_kl: 1.7512706518173218 (1.7683569303689852) | > loss_feat: 9.460434913635254 (8.389108434701578) | > loss_mel: 14.458556175231934 (13.791224155670557) | > loss_duration: 1.7135201692581177 (1.7186776002248128) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.36429786682129 (28.45115163387396) | > grad_norm_1: tensor(916.4562, device='cuda:0') (tensor(816.5867, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8453 (0.8469187303995475) | > loader_time: 0.0099 (0.01079304019610087)  --> TIME: 2025-05-09 02:05:04 -- STEP: 362/725 -- GLOBAL_STEP: 97700 | > loss_disc: 2.1315600872039795 (2.202112184045065) | > loss_disc_real_0: 0.09585569053888321 (0.13354206505072053) | > loss_disc_real_1: 0.18678051233291626 (0.19480463430203118) | > loss_disc_real_2: 0.22721031308174133 (0.19150415388095438) | > loss_disc_real_3: 0.2051876038312912 (0.20225248769831258) | > loss_disc_real_4: 0.18733277916908264 (0.19747378911761293) | > loss_disc_real_5: 0.1744016855955124 (0.20207155742862606) | > loss_0: 2.1315600872039795 (2.202112184045065) | > grad_norm_0: tensor(37.8800, device='cuda:0') (tensor(36.6585, device='cuda:0')) | > loss_gen: 2.9936635494232178 (2.7893835721094975) | > loss_kl: 1.888003945350647 (1.766620935326781) | > loss_feat: 9.656538009643555 (8.4034266037177) | > loss_mel: 15.742162704467773 (13.791735720239291) | > loss_duration: 1.6599527597427368 (1.717782997294684) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.94032096862793 (28.468949929126712) | > grad_norm_1: tensor(1143.3113, device='cuda:0') (tensor(808.7833, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8408 (0.846706593892851) | > loader_time: 0.0103 (0.010800198296815644)  --> TIME: 2025-05-09 02:05:47 -- STEP: 412/725 -- GLOBAL_STEP: 97750 | > loss_disc: 2.1805765628814697 (2.2027097104243873) | > loss_disc_real_0: 0.14394055306911469 (0.13376545730652745) | > loss_disc_real_1: 0.19271661341190338 (0.19501121208361044) | > loss_disc_real_2: 0.19004273414611816 (0.1913178265456435) | > loss_disc_real_3: 0.2116791009902954 (0.2026534297150894) | > loss_disc_real_4: 0.2261856198310852 (0.19760969393316985) | > loss_disc_real_5: 0.17598514258861542 (0.20192995808512262) | > loss_0: 2.1805765628814697 (2.2027097104243873) | > grad_norm_0: tensor(22.6083, device='cuda:0') (tensor(36.5238, device='cuda:0')) | > loss_gen: 2.702263355255127 (2.7857330910210485) | > loss_kl: 1.7476187944412231 (1.7647012599463596) | > loss_feat: 8.200850486755371 (8.38390027666555) | > loss_mel: 13.310868263244629 (13.754495629986513) | > loss_duration: 1.7187716960906982 (1.7182902164250902) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.68037223815918 (28.40712055650729) | > grad_norm_1: tensor(899.4734, device='cuda:0') (tensor(808.8158, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8564 (0.84671871002438) | > loader_time: 0.0103 (0.010806325569893546)  --> TIME: 2025-05-09 02:06:29 -- STEP: 462/725 -- GLOBAL_STEP: 97800 | > loss_disc: 2.0666580200195312 (2.202610874330843) | > loss_disc_real_0: 0.0963098406791687 (0.13392731060326352) | > loss_disc_real_1: 0.2240692377090454 (0.19486703568851788) | > loss_disc_real_2: 0.1781192272901535 (0.19127175218357145) | > loss_disc_real_3: 0.2018016129732132 (0.2028063470538044) | > loss_disc_real_4: 0.18399041891098022 (0.19757123143125926) | > loss_disc_real_5: 0.18140508234500885 (0.20187666699354784) | > loss_0: 2.0666580200195312 (2.202610874330843) | > grad_norm_0: tensor(34.5955, device='cuda:0') (tensor(36.4390, device='cuda:0')) | > loss_gen: 2.8750619888305664 (2.789007239527518) | > loss_kl: 1.598803997039795 (1.7642534821580493) | > loss_feat: 9.366214752197266 (8.39752822520929) | > loss_mel: 16.055004119873047 (13.771828038351876) | > loss_duration: 1.7420082092285156 (1.7180556368518185) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.63709259033203 (28.44067271344073) | > grad_norm_1: tensor(942.8468, device='cuda:0') (tensor(807.5682, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.7752 (0.8454359573719306) | > loader_time: 0.0099 (0.010788928894769574)  --> TIME: 2025-05-09 02:07:12 -- STEP: 512/725 -- GLOBAL_STEP: 97850 | > loss_disc: 2.400395154953003 (2.2037406489253053) | > loss_disc_real_0: 0.10439813882112503 (0.13452739168133115) | > loss_disc_real_1: 0.19186672568321228 (0.1948834974027704) | > loss_disc_real_2: 0.19715093076229095 (0.19115664865239518) | > loss_disc_real_3: 0.16315852105617523 (0.2027338799962308) | > loss_disc_real_4: 0.20779186487197876 (0.19788312938180755) | > loss_disc_real_5: 0.16536323726177216 (0.20186118717538193) | > loss_0: 2.400395154953003 (2.2037406489253053) | > grad_norm_0: tensor(19.7017, device='cuda:0') (tensor(36.5441, device='cuda:0')) | > loss_gen: 2.3674983978271484 (2.785759315360339) | > loss_kl: 1.7310632467269897 (1.7616637872997667) | > loss_feat: 6.673287391662598 (8.383491629734632) | > loss_mel: 12.3599271774292 (13.766254492104053) | > loss_duration: 1.677191972732544 (1.7184141816105694) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.808969497680664 (28.415583487600085) | > grad_norm_1: tensor(437.3352, device='cuda:0') (tensor(803.4367, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8407 (0.8457447965629399) | > loader_time: 0.0108 (0.010790708474814888)  --> TIME: 2025-05-09 02:07:55 -- STEP: 562/725 -- GLOBAL_STEP: 97900 | > loss_disc: 2.0721731185913086 (2.202960000767827) | > loss_disc_real_0: 0.07074291259050369 (0.13452087902195511) | > loss_disc_real_1: 0.1835641711950302 (0.1948440136699489) | > loss_disc_real_2: 0.17700879275798798 (0.19119039763865522) | > loss_disc_real_3: 0.2594745457172394 (0.20288007473075942) | > loss_disc_real_4: 0.22473996877670288 (0.19780407196368188) | > loss_disc_real_5: 0.1723737120628357 (0.20178070542439017) | > loss_0: 2.0721731185913086 (2.202960000767827) | > grad_norm_0: tensor(26.8352, device='cuda:0') (tensor(36.4402, device='cuda:0')) | > loss_gen: 3.016413927078247 (2.7863079211890085) | > loss_kl: 1.6911715269088745 (1.7635120102519237) | > loss_feat: 9.522459030151367 (8.391665327167173) | > loss_mel: 14.22388744354248 (13.779782836547525) | > loss_duration: 1.6871572732925415 (1.7180289106436897) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.141090393066406 (28.439297082161143) | > grad_norm_1: tensor(778.6078, device='cuda:0') (tensor(801.7432, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8919 (0.8456495232429369) | > loader_time: 0.0125 (0.010817789098121939)  --> TIME: 2025-05-09 02:08:38 -- STEP: 612/725 -- GLOBAL_STEP: 97950 | > loss_disc: 2.056597948074341 (2.204672962621926) | > loss_disc_real_0: 0.09207852184772491 (0.1349885902227529) | > loss_disc_real_1: 0.19092947244644165 (0.1950527773865687) | > loss_disc_real_2: 0.19463227689266205 (0.1913487862771244) | > loss_disc_real_3: 0.22178608179092407 (0.2029364358365926) | > loss_disc_real_4: 0.18553432822227478 (0.19763155052669687) | > loss_disc_real_5: 0.1723664253950119 (0.20184606036134786) | > loss_0: 2.056597948074341 (2.204672962621926) | > grad_norm_0: tensor(26.4356, device='cuda:0') (tensor(36.2564, device='cuda:0')) | > loss_gen: 2.901149272918701 (2.7825675984613287) | > loss_kl: 1.6676218509674072 (1.764343048232832) | > loss_feat: 8.405389785766602 (8.368546467201382) | > loss_mel: 14.207986831665039 (13.765658147973951) | > loss_duration: 1.647647500038147 (1.7176726378646552) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.829795837402344 (28.398787984661027) | > grad_norm_1: tensor(836.8503, device='cuda:0') (tensor(793.8100, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8058 (0.8457160642723628) | > loader_time: 0.0099 (0.010834016831092582)  --> TIME: 2025-05-09 02:09:21 -- STEP: 662/725 -- GLOBAL_STEP: 98000 | > loss_disc: 2.3544764518737793 (2.205094462435052) | > loss_disc_real_0: 0.17867690324783325 (0.13493147756893098) | > loss_disc_real_1: 0.21873806416988373 (0.1950928015336169) | > loss_disc_real_2: 0.20641133189201355 (0.19131175259809127) | > loss_disc_real_3: 0.21158447861671448 (0.2028993327632052) | > loss_disc_real_4: 0.2178710401058197 (0.19787806087930396) | > loss_disc_real_5: 0.16297601163387299 (0.20173522220007228) | > loss_0: 2.3544764518737793 (2.205094462435052) | > grad_norm_0: tensor(92.2691, device='cuda:0') (tensor(36.2459, device='cuda:0')) | > loss_gen: 2.7217631340026855 (2.782300652694129) | > loss_kl: 1.7838935852050781 (1.7622278707265127) | > loss_feat: 8.488435745239258 (8.351891793513227) | > loss_mel: 14.771092414855957 (13.733772034371368) | > loss_duration: 1.739554524421692 (1.7182488671962588) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.504741668701172 (28.348441288190305) | > grad_norm_1: tensor(875.0293, device='cuda:0') (tensor(791.4014, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8719 (0.8453527865453065) | > loader_time: 0.0103 (0.010819541003408742) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_98000.pth  --> TIME: 2025-05-09 02:10:07 -- STEP: 712/725 -- GLOBAL_STEP: 98050 | > loss_disc: 2.2126624584198 (2.204528055833967) | > loss_disc_real_0: 0.11406244337558746 (0.13459228237651377) | > loss_disc_real_1: 0.16977046430110931 (0.1951482076658292) | > loss_disc_real_2: 0.1861247718334198 (0.19136905023472361) | > loss_disc_real_3: 0.17686499655246735 (0.20281502223584097) | > loss_disc_real_4: 0.1745842546224594 (0.19803474688630426) | > loss_disc_real_5: 0.20207929611206055 (0.20157263499130013) | > loss_0: 2.2126624584198 (2.204528055833967) | > grad_norm_0: tensor(20.0676, device='cuda:0') (tensor(36.0103, device='cuda:0')) | > loss_gen: 2.616227149963379 (2.783336956179547) | > loss_kl: 1.6250181198120117 (1.7602053537462528) | > loss_feat: 8.140485763549805 (8.35462713509464) | > loss_mel: 13.459512710571289 (13.737994602556979) | > loss_duration: 1.704965353012085 (1.7179529923066665) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.54620933532715 (28.354117117571025) | > grad_norm_1: tensor(516.5920, device='cuda:0') (tensor(791.1259, device='cuda:0')) | > current_lr_0: 0.0001982327433461913 | > current_lr_1: 0.0001982327433461913 | > step_time: 0.8087 (0.8457956297344034) | > loader_time: 0.0098 (0.010812615745522997)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.097984552383423 (2.097984552383423) | > loss_disc_real_0: 0.12493524700403214 (0.12493524700403214) | > loss_disc_real_1: 0.17431460320949554 (0.17431460320949554) | > loss_disc_real_2: 0.1457560509443283 (0.1457560509443283) | > loss_disc_real_3: 0.22563931345939636 (0.22563931345939636) | > loss_disc_real_4: 0.20197699964046478 (0.20197699964046478) | > loss_disc_real_5: 0.18075360357761383 (0.18075360357761383) | > loss_0: 2.097984552383423 (2.097984552383423) | > loss_gen: 2.6634161472320557 (2.6634161472320557) | > loss_kl: 1.9171043634414673 (1.9171043634414673) | > loss_feat: 8.800844192504883 (8.800844192504883) | > loss_mel: 14.721372604370117 (14.721372604370117) | > loss_duration: 1.6730403900146484 (1.6730403900146484) | > loss_1: 29.77577781677246 (29.77577781677246)  --> STEP: 1 | > loss_disc: 2.1711127758026123 (2.1711127758026123) | > loss_disc_real_0: 0.12652845680713654 (0.12652845680713654) | > loss_disc_real_1: 0.17586740851402283 (0.17586740851402283) | > loss_disc_real_2: 0.1569693684577942 (0.1569693684577942) | > loss_disc_real_3: 0.23515896499156952 (0.23515896499156952) | > loss_disc_real_4: 0.20030872523784637 (0.20030872523784637) | > loss_disc_real_5: 0.20503570139408112 (0.20503570139408112) | > loss_0: 2.1711127758026123 (2.1711127758026123) | > loss_gen: 2.6599085330963135 (2.6599085330963135) | > loss_kl: 1.9412927627563477 (1.9412927627563477) | > loss_feat: 8.021352767944336 (8.021352767944336) | > loss_mel: 14.042593002319336 (14.042593002319336) | > loss_duration: 1.7624353170394897 (1.7624353170394897) | > loss_1: 28.427581787109375 (28.427581787109375)  --> STEP: 2 | > loss_disc: 2.2045445442199707 (2.1878286600112915) | > loss_disc_real_0: 0.13042299449443817 (0.12847572565078735) | > loss_disc_real_1: 0.16327044367790222 (0.16956892609596252) | > loss_disc_real_2: 0.1562039703130722 (0.1565866693854332) | > loss_disc_real_3: 0.22136253118515015 (0.22826074808835983) | > loss_disc_real_4: 0.20472581684589386 (0.20251727104187012) | > loss_disc_real_5: 0.18972784280776978 (0.19738177210092545) | > loss_0: 2.2045445442199707 (2.1878286600112915) | > loss_gen: 2.543213129043579 (2.6015608310699463) | > loss_kl: 1.897111177444458 (1.9192019701004028) | > loss_feat: 8.692604064941406 (8.356978416442871) | > loss_mel: 14.065979957580566 (14.054286479949951) | > loss_duration: 1.8437730073928833 (1.8031041622161865) | > loss_1: 29.042680740356445 (28.73513126373291)  --> STEP: 3 | > loss_disc: 2.1078226566314697 (2.1611599922180176) | > loss_disc_real_0: 0.12402740120887756 (0.12699295083681741) | > loss_disc_real_1: 0.16818201541900635 (0.16910662253697714) | > loss_disc_real_2: 0.1432216763496399 (0.15213167170683542) | > loss_disc_real_3: 0.22716423869132996 (0.22789524495601654) | > loss_disc_real_4: 0.20972511172294617 (0.2049198846022288) | > loss_disc_real_5: 0.18251439929008484 (0.19242598116397858) | > loss_0: 2.1078226566314697 (2.1611599922180176) | > loss_gen: 2.6781623363494873 (2.6270946661631265) | > loss_kl: 1.9656845331192017 (1.9346961577733357) | > loss_feat: 8.920223236083984 (8.544726689656576) | > loss_mel: 15.029358863830566 (14.379310607910156) | > loss_duration: 1.7936575412750244 (1.7999552885691326) | > loss_1: 30.387086868286133 (29.285783131917317)  --> STEP: 4 | > loss_disc: 2.249614953994751 (2.183273732662201) | > loss_disc_real_0: 0.13747502863407135 (0.1296134702861309) | > loss_disc_real_1: 0.17974597215652466 (0.171766459941864) | > loss_disc_real_2: 0.15467162430286407 (0.1527666598558426) | > loss_disc_real_3: 0.22444096207618713 (0.2270316742360592) | > loss_disc_real_4: 0.21930478513240814 (0.20851610973477364) | > loss_disc_real_5: 0.22151407599449158 (0.19969800487160683) | > loss_0: 2.249614953994751 (2.183273732662201) | > loss_gen: 2.50396466255188 (2.596312165260315) | > loss_kl: 1.780810832977295 (1.8962248265743256) | > loss_feat: 7.3358473777771 (8.242506861686707) | > loss_mel: 12.942953109741211 (14.02022123336792) | > loss_duration: 1.7256869077682495 (1.7813881933689117) | > loss_1: 26.289264678955078 (28.536653518676758) --> EVAL PERFORMANCE | > avg_loader_time: 0.3047870397567749 (+0.01997584104537964) | > avg_loss_disc: 2.183273732662201 (-0.0739908218383789) | > avg_loss_disc_real_0: 0.1296134702861309 (-0.06389715149998665) | > avg_loss_disc_real_1: 0.171766459941864 (-0.014146283268928528) | > avg_loss_disc_real_2: 0.1527666598558426 (-0.03619580343365669) | > avg_loss_disc_real_3: 0.2270316742360592 (+0.034061040729284286) | > avg_loss_disc_real_4: 0.20851610973477364 (-0.01876518502831459) | > avg_loss_disc_real_5: 0.19969800487160683 (-0.05374469980597496) | > avg_loss_0: 2.183273732662201 (-0.0739908218383789) | > avg_loss_gen: 2.596312165260315 (-0.2786559462547302) | > avg_loss_kl: 1.8962248265743256 (-0.05724501609802246) | > avg_loss_feat: 8.242506861686707 (+0.5375534296035767) | > avg_loss_mel: 14.02022123336792 (+0.9627161026000977) | > avg_loss_duration: 1.7813881933689117 (+0.009296536445617676) | > avg_loss_1: 28.536653518676758 (+1.1736645698547363)  > EPOCH: 72/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 02:10:24)   --> TIME: 2025-05-09 02:10:58 -- STEP: 37/725 -- GLOBAL_STEP: 98100 | > loss_disc: 2.2035605907440186 (2.1343237773792163) | > loss_disc_real_0: 0.20706765353679657 (0.12530748828037366) | > loss_disc_real_1: 0.17682161927223206 (0.1899917049182428) | > loss_disc_real_2: 0.15744668245315552 (0.18699893758103653) | > loss_disc_real_3: 0.17896142601966858 (0.19628609757165652) | > loss_disc_real_4: 0.19648779928684235 (0.1922278017611117) | > loss_disc_real_5: 0.21003495156764984 (0.19499823974596486) | > loss_0: 2.2035605907440186 (2.1343237773792163) | > grad_norm_0: tensor(56.8658, device='cuda:0') (tensor(38.7801, device='cuda:0')) | > loss_gen: 2.864140033721924 (2.9037000424153097) | > loss_kl: 1.8122313022613525 (1.8170231967358976) | > loss_feat: 8.97375774383545 (8.940604055250013) | > loss_mel: 13.244519233703613 (14.189948081970215) | > loss_duration: 1.719251275062561 (1.7153378531739518) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.61389923095703 (29.56661317155168) | > grad_norm_1: tensor(829.2820, device='cuda:0') (tensor(825.1904, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8704 (0.8486862826991726) | > loader_time: 0.0125 (0.010867808316205)  --> TIME: 2025-05-09 02:11:42 -- STEP: 87/725 -- GLOBAL_STEP: 98150 | > loss_disc: 2.2077505588531494 (2.1690853847854443) | > loss_disc_real_0: 0.08433278650045395 (0.13478174189041414) | > loss_disc_real_1: 0.18861150741577148 (0.19152085894140705) | > loss_disc_real_2: 0.2125793993473053 (0.18813635939839243) | > loss_disc_real_3: 0.17877840995788574 (0.19926043762557813) | > loss_disc_real_4: 0.16399778425693512 (0.1936491011888131) | > loss_disc_real_5: 0.20883674919605255 (0.19749067929284325) | > loss_0: 2.2077505588531494 (2.1690853847854443) | > grad_norm_0: tensor(25.3718, device='cuda:0') (tensor(37.0788, device='cuda:0')) | > loss_gen: 2.575340747833252 (2.865074881191911) | > loss_kl: 1.7696694135665894 (1.7803084932524582) | > loss_feat: 8.333785057067871 (8.668540110533263) | > loss_mel: 14.27800464630127 (13.837345868691632) | > loss_duration: 1.6950881481170654 (1.7180059668661534) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.651885986328125 (28.86927525750522) | > grad_norm_1: tensor(888.1882, device='cuda:0') (tensor(702.4463, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8251 (0.8530284454082621) | > loader_time: 0.0129 (0.010981214457544788)  --> TIME: 2025-05-09 02:12:25 -- STEP: 137/725 -- GLOBAL_STEP: 98200 | > loss_disc: 2.1786463260650635 (2.177900289967113) | > loss_disc_real_0: 0.12115960568189621 (0.13308127719337923) | > loss_disc_real_1: 0.19925296306610107 (0.19332316604843974) | > loss_disc_real_2: 0.16597622632980347 (0.188088546377899) | > loss_disc_real_3: 0.23221375048160553 (0.20058446404707694) | > loss_disc_real_4: 0.2004067599773407 (0.19514504292585555) | > loss_disc_real_5: 0.2429603636264801 (0.1991119351047669) | > loss_0: 2.1786463260650635 (2.177900289967113) | > grad_norm_0: tensor(23.9938, device='cuda:0') (tensor(34.6013, device='cuda:0')) | > loss_gen: 2.8186464309692383 (2.83513990805967) | > loss_kl: 1.8074499368667603 (1.7728852982068584) | > loss_feat: 7.751509189605713 (8.552562992068099) | > loss_mel: 12.692754745483398 (13.74752872355663) | > loss_duration: 1.699700117111206 (1.7191260339569872) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.770057678222656 (28.627242916691912) | > grad_norm_1: tensor(561.4059, device='cuda:0') (tensor(729.6348, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.806 (0.8492254445152562) | > loader_time: 0.0114 (0.011072030032638219)  --> TIME: 2025-05-09 02:13:08 -- STEP: 187/725 -- GLOBAL_STEP: 98250 | > loss_disc: 2.044863700866699 (2.1852195683647615) | > loss_disc_real_0: 0.1032068282365799 (0.13213379155187027) | > loss_disc_real_1: 0.17198382318019867 (0.1941936083018461) | > loss_disc_real_2: 0.17502520978450775 (0.18995089151642544) | > loss_disc_real_3: 0.189507856965065 (0.20143221509966627) | > loss_disc_real_4: 0.17613592743873596 (0.19578237624410638) | > loss_disc_real_5: 0.18093755841255188 (0.1997233947171247) | > loss_0: 2.044863700866699 (2.1852195683647615) | > grad_norm_0: tensor(34.5839, device='cuda:0') (tensor(34.5495, device='cuda:0')) | > loss_gen: 2.9169185161590576 (2.8149119137442686) | > loss_kl: 1.724574089050293 (1.7729343093015293) | > loss_feat: 9.477180480957031 (8.474106768235805) | > loss_mel: 14.56949234008789 (13.673615776918783) | > loss_duration: 1.7445204257965088 (1.7197685668812717) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.43268585205078 (28.455337310219832) | > grad_norm_1: tensor(864.4982, device='cuda:0') (tensor(756.4605, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8323 (0.8493234461004083) | > loader_time: 0.0124 (0.011147216042095327)  --> TIME: 2025-05-09 02:13:51 -- STEP: 237/725 -- GLOBAL_STEP: 98300 | > loss_disc: 2.1068508625030518 (2.1835429467229406) | > loss_disc_real_0: 0.12158753722906113 (0.13110943889944848) | > loss_disc_real_1: 0.17492704093456268 (0.19436221748967714) | > loss_disc_real_2: 0.20372077822685242 (0.19015786982286834) | > loss_disc_real_3: 0.21059568226337433 (0.20189570946783966) | > loss_disc_real_4: 0.20004624128341675 (0.19606674119893006) | > loss_disc_real_5: 0.23731236159801483 (0.19946156196956394) | > loss_0: 2.1068508625030518 (2.1835429467229406) | > grad_norm_0: tensor(46.7025, device='cuda:0') (tensor(34.7126, device='cuda:0')) | > loss_gen: 2.9812681674957275 (2.817581645547086) | > loss_kl: 1.9985922574996948 (1.7784576632302522) | > loss_feat: 9.184825897216797 (8.484514107684046) | > loss_mel: 15.177658081054688 (13.69237249108809) | > loss_duration: 1.7099835872650146 (1.71868694230977) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.05232810974121 (28.49161286494903) | > grad_norm_1: tensor(889.3237, device='cuda:0') (tensor(764.4593, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8171 (0.849088421350793) | > loader_time: 0.012 (0.011204883519104262)  --> TIME: 2025-05-09 02:14:34 -- STEP: 287/725 -- GLOBAL_STEP: 98350 | > loss_disc: 2.2185990810394287 (2.1858352036426285) | > loss_disc_real_0: 0.10590679198503494 (0.1304652737096626) | > loss_disc_real_1: 0.20485001802444458 (0.1948729510506687) | > loss_disc_real_2: 0.22923704981803894 (0.19125005005751755) | > loss_disc_real_3: 0.23364315927028656 (0.20257822037366213) | > loss_disc_real_4: 0.2104472815990448 (0.19635646372306634) | > loss_disc_real_5: 0.17428620159626007 (0.19913700378730326) | > loss_0: 2.2185990810394287 (2.1858352036426285) | > grad_norm_0: tensor(31.2998, device='cuda:0') (tensor(34.2787, device='cuda:0')) | > loss_gen: 2.7923691272735596 (2.815291764428806) | > loss_kl: 1.7989002466201782 (1.7807839826424363) | > loss_feat: 8.007359504699707 (8.46784574063398) | > loss_mel: 13.13898754119873 (13.68333342017197) | > loss_duration: 1.7333557605743408 (1.719290319220114) | > amp_scaler: 128.0 (134.6898954703833) | > loss_1: 27.47097396850586 (28.466545217959304) | > grad_norm_1: tensor(1014.9994, device='cuda:0') (tensor(761.0906, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.7858 (0.8482973907882743) | > loader_time: 0.0118 (0.0111351237479818)  --> TIME: 2025-05-09 02:15:17 -- STEP: 337/725 -- GLOBAL_STEP: 98400 | > loss_disc: 2.1556882858276367 (2.190153860196868) | > loss_disc_real_0: 0.10342724621295929 (0.13113788460057993) | > loss_disc_real_1: 0.20357710123062134 (0.1952224178377882) | > loss_disc_real_2: 0.20494729280471802 (0.1912071506771915) | > loss_disc_real_3: 0.18168595433235168 (0.20253527376701297) | > loss_disc_real_4: 0.16665378212928772 (0.19620455465437042) | > loss_disc_real_5: 0.21674901247024536 (0.1999989485351552) | > loss_0: 2.1556882858276367 (2.190153860196868) | > grad_norm_0: tensor(28.4198, device='cuda:0') (tensor(34.6026, device='cuda:0')) | > loss_gen: 2.761758804321289 (2.8121808268549855) | > loss_kl: 1.6734652519226074 (1.7734960112444371) | > loss_feat: 9.008442878723145 (8.437856630330982) | > loss_mel: 14.47334098815918 (13.659697323241645) | > loss_duration: 1.7064099311828613 (1.7185923798501668) | > amp_scaler: 128.0 (133.69732937685464) | > loss_1: 29.623416900634766 (28.40182314569943) | > grad_norm_1: tensor(934.6879, device='cuda:0') (tensor(757.9683, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8585 (0.8472070856688638) | > loader_time: 0.0112 (0.01110864039344675)  --> TIME: 2025-05-09 02:16:00 -- STEP: 387/725 -- GLOBAL_STEP: 98450 | > loss_disc: 2.2592835426330566 (2.1925403360248517) | > loss_disc_real_0: 0.15154923498630524 (0.1313628496202696) | > loss_disc_real_1: 0.20853635668754578 (0.19533679074095206) | > loss_disc_real_2: 0.19744867086410522 (0.19135206880033487) | > loss_disc_real_3: 0.21331989765167236 (0.20273721553096483) | > loss_disc_real_4: 0.23977094888687134 (0.19668318046309843) | > loss_disc_real_5: 0.20755934715270996 (0.20020845647930183) | > loss_0: 2.2592835426330566 (2.1925403360248517) | > grad_norm_0: tensor(49.1324, device='cuda:0') (tensor(34.5607, device='cuda:0')) | > loss_gen: 2.7666144371032715 (2.8091038098938985) | > loss_kl: 1.736500859260559 (1.7739616074919393) | > loss_feat: 7.821453094482422 (8.424996817142775) | > loss_mel: 13.34026050567627 (13.659084014498294) | > loss_duration: 1.7887041568756104 (1.7186902964762014) | > amp_scaler: 128.0 (132.96124031007767) | > loss_1: 27.453533172607422 (28.385836524864807) | > grad_norm_1: tensor(1227.3204, device='cuda:0') (tensor(767.5128, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8452 (0.8464361161224602) | > loader_time: 0.0098 (0.01110105243456149)  --> TIME: 2025-05-09 02:16:43 -- STEP: 437/725 -- GLOBAL_STEP: 98500 | > loss_disc: 2.34358549118042 (2.194255981892688) | > loss_disc_real_0: 0.13068291544914246 (0.13132560185798248) | > loss_disc_real_1: 0.20300163328647614 (0.1954141685087021) | > loss_disc_real_2: 0.20329642295837402 (0.1913010920621711) | > loss_disc_real_3: 0.1919471025466919 (0.20280590598861473) | > loss_disc_real_4: 0.21011406183242798 (0.19699193677040205) | > loss_disc_real_5: 0.25309500098228455 (0.2005041482042121) | > loss_0: 2.34358549118042 (2.194255981892688) | > grad_norm_0: tensor(16.4926, device='cuda:0') (tensor(35.0857, device='cuda:0')) | > loss_gen: 2.436797857284546 (2.808369922419705) | > loss_kl: 1.72855544090271 (1.7729632188853737) | > loss_feat: 7.1739349365234375 (8.417159557342533) | > loss_mel: 13.069923400878906 (13.66707944760879) | > loss_duration: 1.691552996635437 (1.7182321638482658) | > amp_scaler: 128.0 (132.39359267734565) | > loss_1: 26.100765228271484 (28.383804321289062) | > grad_norm_1: tensor(281.2886, device='cuda:0') (tensor(774.7695, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8831 (0.8460139186213164) | > loader_time: 0.0145 (0.011135236622266974)  --> TIME: 2025-05-09 02:17:26 -- STEP: 487/725 -- GLOBAL_STEP: 98550 | > loss_disc: 2.417173385620117 (2.194658254206304) | > loss_disc_real_0: 0.2021607905626297 (0.13159563515557163) | > loss_disc_real_1: 0.17771458625793457 (0.19538873048533653) | > loss_disc_real_2: 0.2024022340774536 (0.19123841210190037) | > loss_disc_real_3: 0.21002553403377533 (0.20289964793399135) | > loss_disc_real_4: 0.20351199805736542 (0.19691323683247183) | > loss_disc_real_5: 0.17975817620754242 (0.20038358640744217) | > loss_0: 2.417173385620117 (2.194658254206304) | > grad_norm_0: tensor(61.0623, device='cuda:0') (tensor(34.8877, device='cuda:0')) | > loss_gen: 2.601320743560791 (2.8062471711904826) | > loss_kl: 1.7018778324127197 (1.7713232804128032) | > loss_feat: 7.848884582519531 (8.423932899929419) | > loss_mel: 14.246464729309082 (13.707007085028614) | > loss_duration: 1.7235817909240723 (1.7187596730872592) | > amp_scaler: 128.0 (131.94250513347032) | > loss_1: 28.122127532958984 (28.42727012164294) | > grad_norm_1: tensor(313.2965, device='cuda:0') (tensor(776.7874, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8117 (0.8464785312480261) | > loader_time: 0.011 (0.011115694437673213)  --> TIME: 2025-05-09 02:18:09 -- STEP: 537/725 -- GLOBAL_STEP: 98600 | > loss_disc: 2.155569553375244 (2.195956867500391) | > loss_disc_real_0: 0.1443123072385788 (0.13220756973384484) | > loss_disc_real_1: 0.19617347419261932 (0.19535184697398927) | > loss_disc_real_2: 0.194797083735466 (0.19115895937496952) | > loss_disc_real_3: 0.22806008160114288 (0.2028745754415541) | > loss_disc_real_4: 0.20430929958820343 (0.1970517713319878) | > loss_disc_real_5: 0.20005695521831512 (0.2008808252698217) | > loss_0: 2.155569553375244 (2.195956867500391) | > grad_norm_0: tensor(22.5056, device='cuda:0') (tensor(34.3060, device='cuda:0')) | > loss_gen: 2.820491075515747 (2.801795349884742) | > loss_kl: 1.686640977859497 (1.7705795802661606) | > loss_feat: 8.2719144821167 (8.414430951272983) | > loss_mel: 12.953550338745117 (13.718311920734314) | > loss_duration: 1.7439162731170654 (1.7190643753197379) | > amp_scaler: 128.0 (131.57541899441347) | > loss_1: 27.476512908935547 (28.424182206336795) | > grad_norm_1: tensor(790.3214, device='cuda:0') (tensor(763.2793, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.832 (0.8457963302370778) | > loader_time: 0.0095 (0.011123968014282008)  --> TIME: 2025-05-09 02:18:52 -- STEP: 587/725 -- GLOBAL_STEP: 98650 | > loss_disc: 2.168935775756836 (2.1986578231775793) | > loss_disc_real_0: 0.11752713471651077 (0.13246746634782072) | > loss_disc_real_1: 0.1934654861688614 (0.19542033647962898) | > loss_disc_real_2: 0.1970435529947281 (0.19159647197902108) | > loss_disc_real_3: 0.21119071543216705 (0.203033327751712) | > loss_disc_real_4: 0.1909562051296234 (0.19749159506780734) | > loss_disc_real_5: 0.17002205550670624 (0.2007648994356039) | > loss_0: 2.168935775756836 (2.1986578231775793) | > grad_norm_0: tensor(27.4230, device='cuda:0') (tensor(34.4409, device='cuda:0')) | > loss_gen: 2.7721662521362305 (2.8000454041580105) | > loss_kl: 1.7772501707077026 (1.767537472195276) | > loss_feat: 8.955070495605469 (8.408192425001634) | > loss_mel: 13.64089584350586 (13.731226053514103) | > loss_duration: 1.6892588138580322 (1.7186240445206886) | > amp_scaler: 128.0 (131.2708688245316) | > loss_1: 28.834640502929688 (28.425625429039716) | > grad_norm_1: tensor(857.6727, device='cuda:0') (tensor(764.9449, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8567 (0.8455565755574422) | > loader_time: 0.012 (0.011127690440345273)  --> TIME: 2025-05-09 02:19:35 -- STEP: 637/725 -- GLOBAL_STEP: 98700 | > loss_disc: 2.2041492462158203 (2.1989930866277394) | > loss_disc_real_0: 0.13542893528938293 (0.13292991113227623) | > loss_disc_real_1: 0.20046989619731903 (0.19526470640858457) | > loss_disc_real_2: 0.1693839579820633 (0.19159386729239675) | > loss_disc_real_3: 0.20465098321437836 (0.20306147127361088) | > loss_disc_real_4: 0.205803781747818 (0.19770181090154315) | > loss_disc_real_5: 0.21676024794578552 (0.2005658248436508) | > loss_0: 2.2041492462158203 (2.1989930866277394) | > grad_norm_0: tensor(35.7290, device='cuda:0') (tensor(34.7208, device='cuda:0')) | > loss_gen: 2.732058525085449 (2.801514797719717) | > loss_kl: 1.712173342704773 (1.7650165086264138) | > loss_feat: 8.262004852294922 (8.405783147976592) | > loss_mel: 14.384361267089844 (13.733506726694625) | > loss_duration: 1.6734760999679565 (1.7183542053216667) | > amp_scaler: 128.0 (131.0141287284145) | > loss_1: 28.764074325561523 (28.424175403181763) | > grad_norm_1: tensor(681.8019, device='cuda:0') (tensor(763.1632, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8288 (0.8454895910325939) | > loader_time: 0.0117 (0.01115369759324583)  --> TIME: 2025-05-09 02:20:18 -- STEP: 687/725 -- GLOBAL_STEP: 98750 | > loss_disc: 1.917407512664795 (2.199167344247408) | > loss_disc_real_0: 0.13203144073486328 (0.132663665222766) | > loss_disc_real_1: 0.19131825864315033 (0.19534376853591667) | > loss_disc_real_2: 0.18172110617160797 (0.19182578863622154) | > loss_disc_real_3: 0.18448036909103394 (0.2031275206387824) | > loss_disc_real_4: 0.13877420127391815 (0.19768703461040416) | > loss_disc_real_5: 0.22297151386737823 (0.20052089033515527) | > loss_0: 1.917407512664795 (2.199167344247408) | > grad_norm_0: tensor(41.1083, device='cuda:0') (tensor(34.8236, device='cuda:0')) | > loss_gen: 3.233874559402466 (2.80094059204257) | > loss_kl: 1.5911595821380615 (1.7635362774697627) | > loss_feat: 10.712623596191406 (8.399428269054532) | > loss_mel: 15.78925609588623 (13.727613940509642) | > loss_duration: 1.729178786277771 (1.7181984344077075) | > amp_scaler: 128.0 (130.7947598253276) | > loss_1: 33.056095123291016 (28.409717540380043) | > grad_norm_1: tensor(563.9059, device='cuda:0') (tensor(763.8922, device='cuda:0')) | > current_lr_0: 0.00019820796425327303 | > current_lr_1: 0.00019820796425327303 | > step_time: 0.8341 (0.8448325546547834) | > loader_time: 0.0122 (0.011167545679528308)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.169206142425537 (2.169206142425537) | > loss_disc_real_0: 0.12176480144262314 (0.12176480144262314) | > loss_disc_real_1: 0.18018877506256104 (0.18018877506256104) | > loss_disc_real_2: 0.17024022340774536 (0.17024022340774536) | > loss_disc_real_3: 0.21500229835510254 (0.21500229835510254) | > loss_disc_real_4: 0.26515936851501465 (0.26515936851501465) | > loss_disc_real_5: 0.2327762097120285 (0.2327762097120285) | > loss_0: 2.169206142425537 (2.169206142425537) | > loss_gen: 2.7331385612487793 (2.7331385612487793) | > loss_kl: 1.8512440919876099 (1.8512440919876099) | > loss_feat: 7.703526496887207 (7.703526496887207) | > loss_mel: 13.67699909210205 (13.67699909210205) | > loss_duration: 1.6809744834899902 (1.6809744834899902) | > loss_1: 27.645883560180664 (27.645883560180664)  --> STEP: 1 | > loss_disc: 2.016345977783203 (2.016345977783203) | > loss_disc_real_0: 0.10246968269348145 (0.10246968269348145) | > loss_disc_real_1: 0.15802747011184692 (0.15802747011184692) | > loss_disc_real_2: 0.15370117127895355 (0.15370117127895355) | > loss_disc_real_3: 0.21800343692302704 (0.21800343692302704) | > loss_disc_real_4: 0.28063562512397766 (0.28063562512397766) | > loss_disc_real_5: 0.19906970858573914 (0.19906970858573914) | > loss_0: 2.016345977783203 (2.016345977783203) | > loss_gen: 2.976864814758301 (2.976864814758301) | > loss_kl: 2.085191488265991 (2.085191488265991) | > loss_feat: 9.061387062072754 (9.061387062072754) | > loss_mel: 15.040094375610352 (15.040094375610352) | > loss_duration: 1.7598944902420044 (1.7598944902420044) | > loss_1: 30.923431396484375 (30.923431396484375)  --> STEP: 2 | > loss_disc: 2.207491397857666 (2.1119186878204346) | > loss_disc_real_0: 0.13660822808742523 (0.11953895539045334) | > loss_disc_real_1: 0.18339402973651886 (0.1707107499241829) | > loss_disc_real_2: 0.15053464472293854 (0.15211790800094604) | > loss_disc_real_3: 0.22588661313056946 (0.22194502502679825) | > loss_disc_real_4: 0.263704776763916 (0.27217020094394684) | > loss_disc_real_5: 0.23301902413368225 (0.2160443663597107) | > loss_0: 2.207491397857666 (2.1119186878204346) | > loss_gen: 2.768979787826538 (2.8729223012924194) | > loss_kl: 1.853826642036438 (1.9695090651512146) | > loss_feat: 7.558990001678467 (8.31018853187561) | > loss_mel: 13.281898498535156 (14.160996437072754) | > loss_duration: 1.8151922225952148 (1.7875433564186096) | > loss_1: 27.278888702392578 (29.101160049438477)  --> STEP: 3 | > loss_disc: 2.150785446166992 (2.1248742739359536) | > loss_disc_real_0: 0.12337180972099304 (0.12081657350063324) | > loss_disc_real_1: 0.19186843931674957 (0.17776331305503845) | > loss_disc_real_2: 0.15792043507099152 (0.1540520836909612) | > loss_disc_real_3: 0.20127898454666138 (0.21505634486675262) | > loss_disc_real_4: 0.28993460536003113 (0.2780916690826416) | > loss_disc_real_5: 0.2575146555900574 (0.22986779610315958) | > loss_0: 2.150785446166992 (2.1248742739359536) | > loss_gen: 2.907238245010376 (2.884360949198405) | > loss_kl: 1.8720576763153076 (1.9370252688725789) | > loss_feat: 8.468230247497559 (8.362869103749594) | > loss_mel: 14.846418380737305 (14.389470418294271) | > loss_duration: 1.7881300449371338 (1.7877389192581177) | > loss_1: 29.8820743560791 (29.361464818318684)  --> STEP: 4 | > loss_disc: 2.2957897186279297 (2.1676031351089478) | > loss_disc_real_0: 0.13920710980892181 (0.12541420757770538) | > loss_disc_real_1: 0.21388845145702362 (0.18679459765553474) | > loss_disc_real_2: 0.1648484468460083 (0.15675117447972298) | > loss_disc_real_3: 0.19868549704551697 (0.2109636329114437) | > loss_disc_real_4: 0.32460951805114746 (0.28972113132476807) | > loss_disc_real_5: 0.23141412436962128 (0.230254378169775) | > loss_0: 2.2957897186279297 (2.1676031351089478) | > loss_gen: 2.6828534603118896 (2.833984076976776) | > loss_kl: 1.9699982404708862 (1.9452685117721558) | > loss_feat: 7.014984607696533 (8.025897979736328) | > loss_mel: 12.763090133666992 (13.982875347137451) | > loss_duration: 1.7172801494598389 (1.770124226808548) | > loss_1: 26.14820671081543 (28.55815029144287) --> EVAL PERFORMANCE | > avg_loader_time: 0.2945544719696045 (-0.01023256778717041) | > avg_loss_disc: 2.1676031351089478 (-0.015670597553253174) | > avg_loss_disc_real_0: 0.12541420757770538 (-0.004199262708425522) | > avg_loss_disc_real_1: 0.18679459765553474 (+0.01502813771367073) | > avg_loss_disc_real_2: 0.15675117447972298 (+0.003984514623880386) | > avg_loss_disc_real_3: 0.2109636329114437 (-0.01606804132461548) | > avg_loss_disc_real_4: 0.28972113132476807 (+0.08120502158999443) | > avg_loss_disc_real_5: 0.230254378169775 (+0.030556373298168182) | > avg_loss_0: 2.1676031351089478 (-0.015670597553253174) | > avg_loss_gen: 2.833984076976776 (+0.23767191171646118) | > avg_loss_kl: 1.9452685117721558 (+0.0490436851978302) | > avg_loss_feat: 8.025897979736328 (-0.21660888195037842) | > avg_loss_mel: 13.982875347137451 (-0.03734588623046875) | > avg_loss_duration: 1.770124226808548 (-0.01126396656036377) | > avg_loss_1: 28.55815029144287 (+0.02149677276611328)  > EPOCH: 73/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 02:20:57)   --> TIME: 2025-05-09 02:21:10 -- STEP: 12/725 -- GLOBAL_STEP: 98800 | > loss_disc: 2.454925298690796 (2.241072396437327) | > loss_disc_real_0: 0.19274693727493286 (0.13398786882559457) | > loss_disc_real_1: 0.21670867502689362 (0.2013694110016028) | > loss_disc_real_2: 0.21289591491222382 (0.19436605274677277) | > loss_disc_real_3: 0.21574728190898895 (0.20392443363865217) | > loss_disc_real_4: 0.16537167131900787 (0.20172862460215887) | > loss_disc_real_5: 0.19611778855323792 (0.1990143097937107) | > loss_0: 2.454925298690796 (2.241072396437327) | > grad_norm_0: tensor(55.2352, device='cuda:0') (tensor(30.6150, device='cuda:0')) | > loss_gen: 2.5256283283233643 (2.723124365011851) | > loss_kl: 1.6433727741241455 (1.7851430575052898) | > loss_feat: 6.800198554992676 (8.420625766118368) | > loss_mel: 11.451906204223633 (13.8185183207194) | > loss_duration: 1.738107681274414 (1.722744772831599) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.15921401977539 (28.47015682856242) | > grad_norm_1: tensor(958.2785, device='cuda:0') (tensor(706.6152, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8244 (0.8192319869995117) | > loader_time: 0.0096 (0.010382155577341715)  --> TIME: 2025-05-09 02:21:52 -- STEP: 62/725 -- GLOBAL_STEP: 98850 | > loss_disc: 2.1469228267669678 (2.1935610348178485) | > loss_disc_real_0: 0.15256847441196442 (0.1308474366462999) | > loss_disc_real_1: 0.19159291684627533 (0.19568994881645327) | > loss_disc_real_2: 0.19017739593982697 (0.1900892942663162) | > loss_disc_real_3: 0.1880917102098465 (0.20303015651241424) | > loss_disc_real_4: 0.18209010362625122 (0.19822786988750582) | > loss_disc_real_5: 0.18371042609214783 (0.20038278569136897) | > loss_0: 2.1469228267669678 (2.1935610348178485) | > grad_norm_0: tensor(57.6246, device='cuda:0') (tensor(34.2510, device='cuda:0')) | > loss_gen: 2.958918571472168 (2.7750098820655578) | > loss_kl: 1.7834552526474 (1.7573644172760747) | > loss_feat: 8.819513320922852 (8.446188480623302) | > loss_mel: 13.695930480957031 (13.656128744925223) | > loss_duration: 1.7831729650497437 (1.7144390075437483) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.04098892211914 (28.349130630493164) | > grad_norm_1: tensor(814.6354, device='cuda:0') (tensor(814.2040, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8248 (0.8329288228865592) | > loader_time: 0.0104 (0.010858347339014853)  --> TIME: 2025-05-09 02:22:35 -- STEP: 112/725 -- GLOBAL_STEP: 98900 | > loss_disc: 2.244560718536377 (2.212025697742189) | > loss_disc_real_0: 0.1565791666507721 (0.13471568402435083) | > loss_disc_real_1: 0.19553065299987793 (0.19697669055312872) | > loss_disc_real_2: 0.2016042172908783 (0.19319811330309936) | > loss_disc_real_3: 0.23022955656051636 (0.20414638625723974) | > loss_disc_real_4: 0.20566104352474213 (0.19907127067978894) | > loss_disc_real_5: 0.20167236030101776 (0.20080566193376267) | > loss_0: 2.244560718536377 (2.212025697742189) | > grad_norm_0: tensor(38.1221, device='cuda:0') (tensor(35.7842, device='cuda:0')) | > loss_gen: 2.6705307960510254 (2.773462074143547) | > loss_kl: 1.8240809440612793 (1.767763642328126) | > loss_feat: 7.437159538269043 (8.340464579207552) | > loss_mel: 12.400341987609863 (13.655664767537798) | > loss_duration: 1.7270299196243286 (1.7194435809339796) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.05914306640625 (28.256798607962477) | > grad_norm_1: tensor(551.1398, device='cuda:0') (tensor(813.0626, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.827 (0.8375858281339917) | > loader_time: 0.0123 (0.011177252445902138)  --> TIME: 2025-05-09 02:23:18 -- STEP: 162/725 -- GLOBAL_STEP: 98950 | > loss_disc: 2.3507490158081055 (2.2076755320584325) | > loss_disc_real_0: 0.20265424251556396 (0.1325577129092481) | > loss_disc_real_1: 0.21362848579883575 (0.19715778777996698) | > loss_disc_real_2: 0.17486564815044403 (0.19297248833341368) | > loss_disc_real_3: 0.18348944187164307 (0.20361815172213096) | > loss_disc_real_4: 0.19640129804611206 (0.19863810105088317) | > loss_disc_real_5: 0.2014576941728592 (0.20013808045122355) | > loss_0: 2.3507490158081055 (2.2076755320584325) | > grad_norm_0: tensor(74.9784, device='cuda:0') (tensor(35.9817, device='cuda:0')) | > loss_gen: 2.5071699619293213 (2.7824686015093762) | > loss_kl: 1.882863998413086 (1.7661720190519168) | > loss_feat: 6.5582146644592285 (8.404625295120987) | > loss_mel: 11.681180953979492 (13.714027616712782) | > loss_duration: 1.6767035722732544 (1.719421226301311) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.306133270263672 (28.38671474692262) | > grad_norm_1: tensor(318.1731, device='cuda:0') (tensor(790.9062, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8167 (0.8376412435814187) | > loader_time: 0.0123 (0.011253121458453896)  --> TIME: 2025-05-09 02:24:01 -- STEP: 212/725 -- GLOBAL_STEP: 99000 | > loss_disc: 2.129823923110962 (2.206131258100831) | > loss_disc_real_0: 0.15161526203155518 (0.13351820331980588) | > loss_disc_real_1: 0.14915919303894043 (0.196712436049052) | > loss_disc_real_2: 0.21692653000354767 (0.19287534339248016) | > loss_disc_real_3: 0.23199337720870972 (0.20322331568261362) | > loss_disc_real_4: 0.2390710860490799 (0.19900714795825616) | > loss_disc_real_5: 0.21724314987659454 (0.20065810636810533) | > loss_0: 2.129823923110962 (2.206131258100831) | > grad_norm_0: tensor(40.7601, device='cuda:0') (tensor(36.0378, device='cuda:0')) | > loss_gen: 3.01908540725708 (2.787815603445161) | > loss_kl: 1.6255478858947754 (1.7702774107456207) | > loss_feat: 8.1648530960083 (8.421674471981111) | > loss_mel: 14.097034454345703 (13.771253936695603) | > loss_duration: 1.7158079147338867 (1.7186534044877537) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.622329711914062 (28.469674812172943) | > grad_norm_1: tensor(1036.6648, device='cuda:0') (tensor(786.1053, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8474 (0.838849627746726) | > loader_time: 0.0101 (0.01126602235830055) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_99000.pth  --> TIME: 2025-05-09 02:24:46 -- STEP: 262/725 -- GLOBAL_STEP: 99050 | > loss_disc: 2.240140199661255 (2.20384323960952) | > loss_disc_real_0: 0.16798362135887146 (0.1321886486110796) | > loss_disc_real_1: 0.18374471366405487 (0.19697094697306175) | > loss_disc_real_2: 0.20205487310886383 (0.1929158125328654) | > loss_disc_real_3: 0.20344950258731842 (0.20316899505280356) | > loss_disc_real_4: 0.18498341739177704 (0.19885419872198395) | > loss_disc_real_5: 0.23539325594902039 (0.20113650237330952) | > loss_0: 2.240140199661255 (2.20384323960952) | > grad_norm_0: tensor(32.5446, device='cuda:0') (tensor(35.2913, device='cuda:0')) | > loss_gen: 2.659752607345581 (2.784925286096471) | > loss_kl: 1.949581265449524 (1.77669136260302) | > loss_feat: 7.502848148345947 (8.40436182131293) | > loss_mel: 12.327068328857422 (13.720456702108601) | > loss_duration: 1.7046711444854736 (1.7193923592567444) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.143922805786133 (28.405827522277832) | > grad_norm_1: tensor(858.2510, device='cuda:0') (tensor(799.5158, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8873 (0.8403141989962746) | > loader_time: 0.0104 (0.011227149089784111)  --> TIME: 2025-05-09 02:25:29 -- STEP: 312/725 -- GLOBAL_STEP: 99100 | > loss_disc: 2.128005266189575 (2.2013291579026415) | > loss_disc_real_0: 0.16213734447956085 (0.13196898297144047) | > loss_disc_real_1: 0.18177247047424316 (0.1965866435605745) | > loss_disc_real_2: 0.19482335448265076 (0.1924936662977323) | > loss_disc_real_3: 0.2305181324481964 (0.20294047710605162) | > loss_disc_real_4: 0.1949850618839264 (0.19840062261582952) | > loss_disc_real_5: 0.1958158314228058 (0.20090085621445616) | > loss_0: 2.128005266189575 (2.2013291579026415) | > grad_norm_0: tensor(21.3186, device='cuda:0') (tensor(35.3102, device='cuda:0')) | > loss_gen: 2.924069881439209 (2.7910889570529642) | > loss_kl: 1.8783901929855347 (1.7856203329104643) | > loss_feat: 7.896466255187988 (8.412809703594588) | > loss_mel: 12.66586685180664 (13.702490241099627) | > loss_duration: 1.7133994102478027 (1.7189782578975727) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.07819366455078 (28.41098749331939) | > grad_norm_1: tensor(618.3803, device='cuda:0') (tensor(781.1579, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8566 (0.8406912019619577) | > loader_time: 0.0121 (0.011166869829862543)  --> TIME: 2025-05-09 02:26:13 -- STEP: 362/725 -- GLOBAL_STEP: 99150 | > loss_disc: 2.2333900928497314 (2.2013801533872868) | > loss_disc_real_0: 0.13174594938755035 (0.13235997548584127) | > loss_disc_real_1: 0.19116035103797913 (0.19593520450163934) | > loss_disc_real_2: 0.19188380241394043 (0.19240493068049633) | > loss_disc_real_3: 0.22006908059120178 (0.2027419551960013) | > loss_disc_real_4: 0.20401473343372345 (0.19833082413475814) | > loss_disc_real_5: 0.2120599001646042 (0.20117583640372563) | > loss_0: 2.2333900928497314 (2.2013801533872868) | > grad_norm_0: tensor(55.1663, device='cuda:0') (tensor(35.6638, device='cuda:0')) | > loss_gen: 2.6394917964935303 (2.791901072744505) | > loss_kl: 1.8514591455459595 (1.7871156973733429) | > loss_feat: 7.907639503479004 (8.399758607643069) | > loss_mel: 13.162858963012695 (13.685117307947486) | > loss_duration: 1.6743899583816528 (1.718611509431133) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.235841751098633 (28.382504162867424) | > grad_norm_1: tensor(880.7036, device='cuda:0') (tensor(780.6328, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8511 (0.843157037187018) | > loader_time: 0.0124 (0.011173964863982646)  --> TIME: 2025-05-09 02:26:56 -- STEP: 412/725 -- GLOBAL_STEP: 99200 | > loss_disc: 2.2661232948303223 (2.199565971360618) | > loss_disc_real_0: 0.13017915189266205 (0.13218542226382257) | > loss_disc_real_1: 0.17520521581172943 (0.1958940638572845) | > loss_disc_real_2: 0.2084072083234787 (0.19211122664867103) | > loss_disc_real_3: 0.2030307650566101 (0.2025182822592629) | > loss_disc_real_4: 0.24097305536270142 (0.19823994122228572) | > loss_disc_real_5: 0.2017570585012436 (0.2008806777014895) | > loss_0: 2.2661232948303223 (2.199565971360618) | > grad_norm_0: tensor(20.8097, device='cuda:0') (tensor(35.4627, device='cuda:0')) | > loss_gen: 2.6553101539611816 (2.794852921106282) | > loss_kl: 1.6006426811218262 (1.7848977515998397) | > loss_feat: 7.806401252746582 (8.415616610675167) | > loss_mel: 12.411890029907227 (13.701482775141892) | > loss_duration: 1.7018095254898071 (1.7188692090002078) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.17605209350586 (28.415719235985023) | > grad_norm_1: tensor(664.0211, device='cuda:0') (tensor(783.5534, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8413 (0.8429808136328911) | > loader_time: 0.0099 (0.011125251506138772)  --> TIME: 2025-05-09 02:27:38 -- STEP: 462/725 -- GLOBAL_STEP: 99250 | > loss_disc: 2.336775302886963 (2.196406031325777) | > loss_disc_real_0: 0.10496273636817932 (0.13125497626858365) | > loss_disc_real_1: 0.18805478513240814 (0.19589219719687576) | > loss_disc_real_2: 0.17958055436611176 (0.1923507272358581) | > loss_disc_real_3: 0.19768022000789642 (0.2023404624426004) | > loss_disc_real_4: 0.20653408765792847 (0.19805340607573974) | > loss_disc_real_5: 0.19239583611488342 (0.20017973094920583) | > loss_0: 2.336775302886963 (2.196406031325777) | > grad_norm_0: tensor(31.8420, device='cuda:0') (tensor(35.1675, device='cuda:0')) | > loss_gen: 2.5324511528015137 (2.802378828391367) | > loss_kl: 1.7867188453674316 (1.77608864131944) | > loss_feat: 7.233078956604004 (8.444758973596402) | > loss_mel: 13.244512557983398 (13.741346908338143) | > loss_duration: 1.7487688064575195 (1.7189694679144658) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.5455322265625 (28.48354281801166) | > grad_norm_1: tensor(956.1346, device='cuda:0') (tensor(783.7280, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.781 (0.8424655080357673) | > loader_time: 0.0108 (0.011068632076312966)  --> TIME: 2025-05-09 02:28:21 -- STEP: 512/725 -- GLOBAL_STEP: 99300 | > loss_disc: 2.1798810958862305 (2.198423668276514) | > loss_disc_real_0: 0.1401003897190094 (0.13133533127256689) | > loss_disc_real_1: 0.21292796730995178 (0.19605956156738097) | > loss_disc_real_2: 0.18849720060825348 (0.19252538587898022) | > loss_disc_real_3: 0.18253257870674133 (0.20251488575013357) | > loss_disc_real_4: 0.16507863998413086 (0.19821567941107784) | > loss_disc_real_5: 0.17779496312141418 (0.20025362470187252) | > loss_0: 2.1798810958862305 (2.198423668276514) | > grad_norm_0: tensor(13.2591, device='cuda:0') (tensor(35.1017, device='cuda:0')) | > loss_gen: 2.760291576385498 (2.7985594579949966) | > loss_kl: 1.721003770828247 (1.7722456243354827) | > loss_feat: 8.352251052856445 (8.424297134391953) | > loss_mel: 13.306090354919434 (13.732602858915925) | > loss_duration: 1.693612813949585 (1.7195011938456446) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.833250045776367 (28.447206266224384) | > grad_norm_1: tensor(680.3030, device='cuda:0') (tensor(784.6567, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8455 (0.8425671975128354) | > loader_time: 0.0103 (0.011043017730116842)  --> TIME: 2025-05-09 02:29:04 -- STEP: 562/725 -- GLOBAL_STEP: 99350 | > loss_disc: 2.1846442222595215 (2.1984441119156655) | > loss_disc_real_0: 0.1398169994354248 (0.1312530900341762) | > loss_disc_real_1: 0.200707346200943 (0.19603747964647736) | > loss_disc_real_2: 0.2048620730638504 (0.19248267801418856) | > loss_disc_real_3: 0.24927140772342682 (0.20274839942671646) | > loss_disc_real_4: 0.18136222660541534 (0.19834440864383965) | > loss_disc_real_5: 0.18053168058395386 (0.2002250945918076) | > loss_0: 2.1846442222595215 (2.1984441119156655) | > grad_norm_0: tensor(21.9018, device='cuda:0') (tensor(35.3779, device='cuda:0')) | > loss_gen: 2.7438440322875977 (2.7987059655987054) | > loss_kl: 1.614167332649231 (1.7708797467560957) | > loss_feat: 8.271716117858887 (8.411681681765346) | > loss_mel: 13.251977920532227 (13.724687484659757) | > loss_duration: 1.6693223714828491 (1.7192517109612975) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.551029205322266 (28.425206595044124) | > grad_norm_1: tensor(892.1246, device='cuda:0') (tensor(782.0634, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8802 (0.8422173978595126) | > loader_time: 0.0116 (0.011017627987573154)  --> TIME: 2025-05-09 02:29:47 -- STEP: 612/725 -- GLOBAL_STEP: 99400 | > loss_disc: 2.0671024322509766 (2.1976631318821602) | > loss_disc_real_0: 0.08626911044120789 (0.1312080097378665) | > loss_disc_real_1: 0.19291074573993683 (0.1959919109940528) | > loss_disc_real_2: 0.2048027366399765 (0.1924462734532902) | > loss_disc_real_3: 0.19194406270980835 (0.202542260435282) | > loss_disc_real_4: 0.1932290643453598 (0.1984158732678766) | > loss_disc_real_5: 0.2045489251613617 (0.20011749790579664) | > loss_0: 2.0671024322509766 (2.1976631318821602) | > grad_norm_0: tensor(18.7900, device='cuda:0') (tensor(35.2023, device='cuda:0')) | > loss_gen: 3.087862014770508 (2.7992226391835904) | > loss_kl: 1.8122936487197876 (1.7723000563827223) | > loss_feat: 8.357943534851074 (8.414411857237214) | > loss_mel: 13.926385879516602 (13.73202152969011) | > loss_duration: 1.6571791172027588 (1.7184244961130852) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.841663360595703 (28.436380570230927) | > grad_norm_1: tensor(727.8212, device='cuda:0') (tensor(779.4552, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8007 (0.8421733558567525) | > loader_time: 0.0088 (0.01096179906059713)  --> TIME: 2025-05-09 02:30:30 -- STEP: 662/725 -- GLOBAL_STEP: 99450 | > loss_disc: 2.0999600887298584 (2.1980086208470246) | > loss_disc_real_0: 0.1235392838716507 (0.1315789808634545) | > loss_disc_real_1: 0.1698596477508545 (0.195967565940586) | > loss_disc_real_2: 0.19376739859580994 (0.19223379382013922) | > loss_disc_real_3: 0.2011817842721939 (0.20260888063475443) | > loss_disc_real_4: 0.17969615757465363 (0.1982601603037281) | > loss_disc_real_5: 0.18232117593288422 (0.20038998165249464) | > loss_0: 2.0999600887298584 (2.1980086208470246) | > grad_norm_0: tensor(14.7261, device='cuda:0') (tensor(34.9860, device='cuda:0')) | > loss_gen: 2.8787078857421875 (2.798658901471022) | > loss_kl: 1.9216291904449463 (1.7720226776924024) | > loss_feat: 8.728407859802246 (8.409934475342663) | > loss_mel: 13.261210441589355 (13.722538062092758) | > loss_duration: 1.710261344909668 (1.7184980394616949) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.50021743774414 (28.421652160022198) | > grad_norm_1: tensor(584.2823, device='cuda:0') (tensor(777.5852, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8724 (0.8419585577310755) | > loader_time: 0.0132 (0.010927283151632345)  --> TIME: 2025-05-09 02:31:12 -- STEP: 712/725 -- GLOBAL_STEP: 99500 | > loss_disc: 1.9870874881744385 (2.1993652207128087) | > loss_disc_real_0: 0.10142213851213455 (0.13170177716594395) | > loss_disc_real_1: 0.15710964798927307 (0.19609586201775603) | > loss_disc_real_2: 0.15162600576877594 (0.19229797307360047) | > loss_disc_real_3: 0.19765539467334747 (0.202780325091287) | > loss_disc_real_4: 0.19872252643108368 (0.19829114336060005) | > loss_disc_real_5: 0.216751366853714 (0.20044409494135487) | > loss_0: 1.9870874881744385 (2.1993652207128087) | > grad_norm_0: tensor(46.3333, device='cuda:0') (tensor(34.9034, device='cuda:0')) | > loss_gen: 3.157470464706421 (2.795842244383992) | > loss_kl: 1.6470540761947632 (1.7707654428616004) | > loss_feat: 9.915363311767578 (8.397271584928696) | > loss_mel: 16.269193649291992 (13.712517653958178) | > loss_duration: 1.7261385917663574 (1.717691301964642) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.7152214050293 (28.39408823345485) | > grad_norm_1: tensor(1095.1117, device='cuda:0') (tensor(782.9359, device='cuda:0')) | > current_lr_0: 0.00019818318825774137 | > current_lr_1: 0.00019818318825774137 | > step_time: 0.8116 (0.8420054936007171) | > loader_time: 0.0101 (0.010912188653195843)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1071338653564453 (2.1071338653564453) | > loss_disc_real_0: 0.08901333063840866 (0.08901333063840866) | > loss_disc_real_1: 0.17232418060302734 (0.17232418060302734) | > loss_disc_real_2: 0.19206026196479797 (0.19206026196479797) | > loss_disc_real_3: 0.1873428374528885 (0.1873428374528885) | > loss_disc_real_4: 0.2153904139995575 (0.2153904139995575) | > loss_disc_real_5: 0.21729475259780884 (0.21729475259780884) | > loss_0: 2.1071338653564453 (2.1071338653564453) | > loss_gen: 2.6932382583618164 (2.6932382583618164) | > loss_kl: 1.9480059146881104 (1.9480059146881104) | > loss_feat: 9.294734954833984 (9.294734954833984) | > loss_mel: 15.911081314086914 (15.911081314086914) | > loss_duration: 1.6780294179916382 (1.6780294179916382) | > loss_1: 31.52509117126465 (31.52509117126465)  --> STEP: 1 | > loss_disc: 2.22434663772583 (2.22434663772583) | > loss_disc_real_0: 0.10828881710767746 (0.10828881710767746) | > loss_disc_real_1: 0.18667082488536835 (0.18667082488536835) | > loss_disc_real_2: 0.2079963982105255 (0.2079963982105255) | > loss_disc_real_3: 0.18657156825065613 (0.18657156825065613) | > loss_disc_real_4: 0.2103119194507599 (0.2103119194507599) | > loss_disc_real_5: 0.21299105882644653 (0.21299105882644653) | > loss_0: 2.22434663772583 (2.22434663772583) | > loss_gen: 2.562229633331299 (2.562229633331299) | > loss_kl: 1.7607563734054565 (1.7607563734054565) | > loss_feat: 8.411678314208984 (8.411678314208984) | > loss_mel: 14.490267753601074 (14.490267753601074) | > loss_duration: 1.7897686958312988 (1.7897686958312988) | > loss_1: 29.014699935913086 (29.014699935913086)  --> STEP: 2 | > loss_disc: 2.2274653911590576 (2.225906014442444) | > loss_disc_real_0: 0.09991005063056946 (0.10409943386912346) | > loss_disc_real_1: 0.19251622259616852 (0.18959352374076843) | > loss_disc_real_2: 0.22127121686935425 (0.21463380753993988) | > loss_disc_real_3: 0.18390272557735443 (0.18523714691400528) | > loss_disc_real_4: 0.22239306569099426 (0.21635249257087708) | > loss_disc_real_5: 0.23141968250274658 (0.22220537066459656) | > loss_0: 2.2274653911590576 (2.225906014442444) | > loss_gen: 2.609377861022949 (2.585803747177124) | > loss_kl: 1.745676040649414 (1.7532162070274353) | > loss_feat: 8.34434986114502 (8.378014087677002) | > loss_mel: 14.904704093933105 (14.69748592376709) | > loss_duration: 1.818352222442627 (1.804060459136963) | > loss_1: 29.42245864868164 (29.218579292297363)  --> STEP: 3 | > loss_disc: 2.3340840339660645 (2.261965354283651) | > loss_disc_real_0: 0.11937017738819122 (0.10918968170881271) | > loss_disc_real_1: 0.19568610191345215 (0.191624383131663) | > loss_disc_real_2: 0.20965124666690826 (0.212972953915596) | > loss_disc_real_3: 0.18531113862991333 (0.18526181081930795) | > loss_disc_real_4: 0.21810060739517212 (0.21693519751230875) | > loss_disc_real_5: 0.21414336562156677 (0.2195180356502533) | > loss_0: 2.3340840339660645 (2.261965354283651) | > loss_gen: 2.358846426010132 (2.5101513067881265) | > loss_kl: 1.825741171836853 (1.7773911952972412) | > loss_feat: 7.3901591300964355 (8.048729101816813) | > loss_mel: 13.209870338439941 (14.201614061991373) | > loss_duration: 1.8185899257659912 (1.8089036146799724) | > loss_1: 26.603206634521484 (28.34678840637207)  --> STEP: 4 | > loss_disc: 2.3716602325439453 (2.2893890738487244) | > loss_disc_real_0: 0.1378776729106903 (0.11636167950928211) | > loss_disc_real_1: 0.19551055133342743 (0.1925959251821041) | > loss_disc_real_2: 0.208650603890419 (0.21189236640930176) | > loss_disc_real_3: 0.19644202291965485 (0.18805686384439468) | > loss_disc_real_4: 0.24253012239933014 (0.2233339287340641) | > loss_disc_real_5: 0.23877322673797607 (0.224331833422184) | > loss_0: 2.3716602325439453 (2.2893890738487244) | > loss_gen: 2.3383419513702393 (2.467198967933655) | > loss_kl: 1.8928593397140503 (1.8062582314014435) | > loss_feat: 7.19677209854126 (7.835739850997925) | > loss_mel: 11.56845760345459 (13.543324947357178) | > loss_duration: 1.7493573427200317 (1.7940170466899872) | > loss_1: 24.74578857421875 (27.44653844833374) --> EVAL PERFORMANCE | > avg_loader_time: 0.27905750274658203 (-0.015496969223022461) | > avg_loss_disc: 2.2893890738487244 (+0.12178593873977661) | > avg_loss_disc_real_0: 0.11636167950928211 (-0.009052528068423271) | > avg_loss_disc_real_1: 0.1925959251821041 (+0.0058013275265693665) | > avg_loss_disc_real_2: 0.21189236640930176 (+0.05514119192957878) | > avg_loss_disc_real_3: 0.18805686384439468 (-0.022906769067049026) | > avg_loss_disc_real_4: 0.2233339287340641 (-0.06638720259070396) | > avg_loss_disc_real_5: 0.224331833422184 (-0.005922544747591019) | > avg_loss_0: 2.2893890738487244 (+0.12178593873977661) | > avg_loss_gen: 2.467198967933655 (-0.36678510904312134) | > avg_loss_kl: 1.8062582314014435 (-0.13901028037071228) | > avg_loss_feat: 7.835739850997925 (-0.19015812873840332) | > avg_loss_mel: 13.543324947357178 (-0.43955039978027344) | > avg_loss_duration: 1.7940170466899872 (+0.02389281988143921) | > avg_loss_1: 27.44653844833374 (-1.1116118431091309)  > EPOCH: 74/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 02:31:34)   --> TIME: 2025-05-09 02:32:08 -- STEP: 37/725 -- GLOBAL_STEP: 99550 | > loss_disc: 2.2506790161132812 (2.2259049608900736) | > loss_disc_real_0: 0.17382033169269562 (0.14497589702541763) | > loss_disc_real_1: 0.1794561892747879 (0.19582514303761558) | > loss_disc_real_2: 0.1699707806110382 (0.19274963076050217) | > loss_disc_real_3: 0.20547646284103394 (0.20365734478911837) | > loss_disc_real_4: 0.19868707656860352 (0.19805434910026756) | > loss_disc_real_5: 0.2235330492258072 (0.20004741485054428) | > loss_0: 2.2506790161132812 (2.2259049608900736) | > grad_norm_0: tensor(42.1069, device='cuda:0') (tensor(43.8712, device='cuda:0')) | > loss_gen: 2.7357418537139893 (2.808546929746061) | > loss_kl: 1.768449306488037 (1.772338084272436) | > loss_feat: 7.859102725982666 (8.31334571580629) | > loss_mel: 12.019104957580566 (13.535532332755425) | > loss_duration: 1.7357637882232666 (1.7121514822985675) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.118162155151367 (28.141914573875635) | > grad_norm_1: tensor(543.3849, device='cuda:0') (tensor(714.6973, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8607 (0.843412734366752) | > loader_time: 0.0102 (0.010828643231778531)  --> TIME: 2025-05-09 02:32:51 -- STEP: 87/725 -- GLOBAL_STEP: 99600 | > loss_disc: 2.2294728755950928 (2.2097166105248456) | > loss_disc_real_0: 0.07628314197063446 (0.13488340540521443) | > loss_disc_real_1: 0.2063351273536682 (0.19659075003930884) | > loss_disc_real_2: 0.21598535776138306 (0.1925913230783638) | > loss_disc_real_3: 0.19990873336791992 (0.20431666247461033) | > loss_disc_real_4: 0.2179802656173706 (0.1971660480759609) | > loss_disc_real_5: 0.22196824848651886 (0.20157908125855456) | > loss_0: 2.2294728755950928 (2.2097166105248456) | > grad_norm_0: tensor(44.7924, device='cuda:0') (tensor(36.7769, device='cuda:0')) | > loss_gen: 2.844165563583374 (2.8011533063033536) | > loss_kl: 1.7022038698196411 (1.7646323538374626) | > loss_feat: 8.073845863342285 (8.43486499786377) | > loss_mel: 13.480392456054688 (13.731657707828214) | > loss_duration: 1.693816900253296 (1.713462833700509) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.79442596435547 (28.445771337925702) | > grad_norm_1: tensor(718.9990, device='cuda:0') (tensor(772.2965, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8248 (0.8426856501349087) | > loader_time: 0.0098 (0.010688028116335815)  --> TIME: 2025-05-09 02:33:34 -- STEP: 137/725 -- GLOBAL_STEP: 99650 | > loss_disc: 2.1287145614624023 (2.2115927978153644) | > loss_disc_real_0: 0.12225782871246338 (0.13609312050533987) | > loss_disc_real_1: 0.18593992292881012 (0.19719094429572998) | > loss_disc_real_2: 0.163570374250412 (0.19202618018119005) | > loss_disc_real_3: 0.17501218616962433 (0.2041245821836221) | > loss_disc_real_4: 0.17027482390403748 (0.1969237478762647) | > loss_disc_real_5: 0.16349180042743683 (0.2016945670555978) | > loss_0: 2.1287145614624023 (2.2115927978153644) | > grad_norm_0: tensor(30.6063, device='cuda:0') (tensor(36.3606, device='cuda:0')) | > loss_gen: 2.900923013687134 (2.7906406830697166) | > loss_kl: 1.7324138879776 (1.7739488469423168) | > loss_feat: 9.45865249633789 (8.43533246882641) | > loss_mel: 14.525579452514648 (13.769855875168403) | > loss_duration: 1.7075046300888062 (1.713427311312543) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.3250732421875 (28.48320522447572) | > grad_norm_1: tensor(872.2256, device='cuda:0') (tensor(791.5736, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8381 (0.8432007497244509) | > loader_time: 0.0119 (0.010706569156507506)  --> TIME: 2025-05-09 02:34:17 -- STEP: 187/725 -- GLOBAL_STEP: 99700 | > loss_disc: 2.2663848400115967 (2.2151415054810872) | > loss_disc_real_0: 0.15013939142227173 (0.13650790538220475) | > loss_disc_real_1: 0.19652989506721497 (0.19707289935752026) | > loss_disc_real_2: 0.19666054844856262 (0.19281987853866217) | > loss_disc_real_3: 0.16681882739067078 (0.20468406474845294) | > loss_disc_real_4: 0.19863788783550262 (0.19822794517731276) | > loss_disc_real_5: 0.2059742659330368 (0.2010569328611547) | > loss_0: 2.2663848400115967 (2.2151415054810872) | > grad_norm_0: tensor(33.5343, device='cuda:0') (tensor(35.8304, device='cuda:0')) | > loss_gen: 2.6139655113220215 (2.783692974457765) | > loss_kl: 1.7719614505767822 (1.7684227986769243) | > loss_feat: 7.327875137329102 (8.376029170133219) | > loss_mel: 12.246953010559082 (13.689556269722189) | > loss_duration: 1.740885853767395 (1.714632271445372) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.701642990112305 (28.332333478060637) | > grad_norm_1: tensor(572.2622, device='cuda:0') (tensor(778.3709, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.846 (0.84413505747994) | > loader_time: 0.0098 (0.010671150238118706)  --> TIME: 2025-05-09 02:35:00 -- STEP: 237/725 -- GLOBAL_STEP: 99750 | > loss_disc: 2.2777936458587646 (2.2123648788355563) | > loss_disc_real_0: 0.15221825242042542 (0.13609068538946423) | > loss_disc_real_1: 0.19747833907604218 (0.19643933517771928) | > loss_disc_real_2: 0.21158386766910553 (0.1924886489090538) | > loss_disc_real_3: 0.21386569738388062 (0.20436390046077438) | > loss_disc_real_4: 0.2175748646259308 (0.19866763684065528) | > loss_disc_real_5: 0.20841188728809357 (0.20152259816097304) | > loss_0: 2.2777936458587646 (2.2123648788355563) | > grad_norm_0: tensor(22.3815, device='cuda:0') (tensor(35.2693, device='cuda:0')) | > loss_gen: 2.6238386631011963 (2.783094349792737) | > loss_kl: 1.7409303188323975 (1.7688098607687004) | > loss_feat: 7.223168849945068 (8.361003948163392) | > loss_mel: 12.361933708190918 (13.686975575700592) | > loss_duration: 1.693087100982666 (1.7142504418449567) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.64295768737793 (28.31413415514467) | > grad_norm_1: tensor(815.1779, device='cuda:0') (tensor(770.9707, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8062 (0.8447812659830987) | > loader_time: 0.0097 (0.010668769667420206)  --> TIME: 2025-05-09 02:35:44 -- STEP: 287/725 -- GLOBAL_STEP: 99800 | > loss_disc: 2.1146020889282227 (2.213857736321691) | > loss_disc_real_0: 0.11807633191347122 (0.13739684070963462) | > loss_disc_real_1: 0.1806507706642151 (0.1964273885255906) | > loss_disc_real_2: 0.19949716329574585 (0.19195063152587377) | > loss_disc_real_3: 0.21677404642105103 (0.20410182256939519) | > loss_disc_real_4: 0.17997071146965027 (0.1984977140659238) | > loss_disc_real_5: 0.23724365234375 (0.20260696595969516) | > loss_0: 2.1146020889282227 (2.213857736321691) | > grad_norm_0: tensor(33.5807, device='cuda:0') (tensor(34.5039, device='cuda:0')) | > loss_gen: 3.025273084640503 (2.783535664089881) | > loss_kl: 1.745684027671814 (1.7612558424680487) | > loss_feat: 9.430888175964355 (8.356700149562723) | > loss_mel: 14.972687721252441 (13.660074018019833) | > loss_duration: 1.729707956314087 (1.714592408635475) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.904239654541016 (28.276158063669236) | > grad_norm_1: tensor(1397.4290, device='cuda:0') (tensor(780.4753, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8199 (0.8467476201805088) | > loader_time: 0.0101 (0.010626061868169168)  --> TIME: 2025-05-09 02:36:27 -- STEP: 337/725 -- GLOBAL_STEP: 99850 | > loss_disc: 2.0612363815307617 (2.2114589550374872) | > loss_disc_real_0: 0.09193699061870575 (0.13726686582367195) | > loss_disc_real_1: 0.1722642034292221 (0.19620451074679449) | > loss_disc_real_2: 0.15128716826438904 (0.19151439179475654) | > loss_disc_real_3: 0.23409567773342133 (0.20381342192962545) | > loss_disc_real_4: 0.18323835730552673 (0.19806562673621078) | > loss_disc_real_5: 0.21381337940692902 (0.20259408931350134) | > loss_0: 2.0612363815307617 (2.2114589550374872) | > grad_norm_0: tensor(25.8434, device='cuda:0') (tensor(34.4757, device='cuda:0')) | > loss_gen: 3.074763059616089 (2.786612633781546) | > loss_kl: 1.916585922241211 (1.7615993001694492) | > loss_feat: 9.784584999084473 (8.356895177937414) | > loss_mel: 15.414070129394531 (13.659551580864884) | > loss_duration: 1.6849535703659058 (1.7139071965429828) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.874958038330078 (28.278565862412268) | > grad_norm_1: tensor(1161.3073, device='cuda:0') (tensor(782.9295, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8698 (0.8467825060428423) | > loader_time: 0.0113 (0.010647548766093721)  --> TIME: 2025-05-09 02:37:10 -- STEP: 387/725 -- GLOBAL_STEP: 99900 | > loss_disc: 2.2695610523223877 (2.20825320590066) | > loss_disc_real_0: 0.17618784308433533 (0.13685972412966313) | > loss_disc_real_1: 0.17347386479377747 (0.19568703691318662) | > loss_disc_real_2: 0.23030216991901398 (0.19127318397818918) | > loss_disc_real_3: 0.21051257848739624 (0.20362486946336367) | > loss_disc_real_4: 0.20745986700057983 (0.19768381584676353) | > loss_disc_real_5: 0.20763610303401947 (0.20244493449073114) | > loss_0: 2.2695610523223877 (2.20825320590066) | > grad_norm_0: tensor(66.3049, device='cuda:0') (tensor(35.5442, device='cuda:0')) | > loss_gen: 2.8011717796325684 (2.7874175910801853) | > loss_kl: 1.746556282043457 (1.7633861260204657) | > loss_feat: 8.157116889953613 (8.365886678375338) | > loss_mel: 13.27376651763916 (13.68821772740485) | > loss_duration: 1.7882943153381348 (1.7137116335467155) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.76690673828125 (28.31861969112426) | > grad_norm_1: tensor(1193.9371, device='cuda:0') (tensor(796.3300, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8625 (0.8468687029155955) | > loader_time: 0.0122 (0.01064902990671399)  --> TIME: 2025-05-09 02:37:53 -- STEP: 437/725 -- GLOBAL_STEP: 99950 | > loss_disc: 2.307661771774292 (2.208044161512868) | > loss_disc_real_0: 0.1688024401664734 (0.13663415269802567) | > loss_disc_real_1: 0.2088722288608551 (0.19571781826783094) | > loss_disc_real_2: 0.20054516196250916 (0.19122349179309348) | > loss_disc_real_3: 0.23612044751644135 (0.20369317408148158) | > loss_disc_real_4: 0.20529718697071075 (0.19766410854506547) | > loss_disc_real_5: 0.22595976293087006 (0.20266698236050806) | > loss_0: 2.307661771774292 (2.208044161512868) | > grad_norm_0: tensor(11.3352, device='cuda:0') (tensor(36.1530, device='cuda:0')) | > loss_gen: 2.5597777366638184 (2.7885272873893756) | > loss_kl: 1.9051907062530518 (1.765515747823213) | > loss_feat: 7.2748918533325195 (8.377506786407551) | > loss_mel: 12.778813362121582 (13.699548404876921) | > loss_duration: 1.6826372146606445 (1.7135394803446542) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.201313018798828 (28.344637628550934) | > grad_norm_1: tensor(799.3790, device='cuda:0') (tensor(809.8344, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8807 (0.8465549956742902) | > loader_time: 0.01 (0.010647775924996867)  --> TIME: 2025-05-09 02:38:36 -- STEP: 487/725 -- GLOBAL_STEP: 100000 | > loss_disc: 2.3307158946990967 (2.20953162911002) | > loss_disc_real_0: 0.1484779417514801 (0.1368793756136902) | > loss_disc_real_1: 0.18372134864330292 (0.19578793421540655) | > loss_disc_real_2: 0.18662633001804352 (0.191237024519233) | > loss_disc_real_3: 0.20896823704242706 (0.20341257050296854) | > loss_disc_real_4: 0.20084059238433838 (0.19786861771430814) | > loss_disc_real_5: 0.21340875327587128 (0.20254310096558598) | > loss_0: 2.3307158946990967 (2.20953162911002) | > grad_norm_0: tensor(27.5424, device='cuda:0') (tensor(36.7435, device='cuda:0')) | > loss_gen: 2.671532392501831 (2.786510593347726) | > loss_kl: 1.83730149269104 (1.7644309405183887) | > loss_feat: 7.931729316711426 (8.368758723476354) | > loss_mel: 13.976371765136719 (13.703563463026985) | > loss_duration: 1.699663519859314 (1.7143061513528683) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.11659812927246 (28.33756980269352) | > grad_norm_1: tensor(225.3557, device='cuda:0') (tensor(812.5750, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8276 (0.8467848741543119) | > loader_time: 0.0095 (0.010666638673942923) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_100000.pth  --> TIME: 2025-05-09 02:39:21 -- STEP: 537/725 -- GLOBAL_STEP: 100050 | > loss_disc: 2.353501558303833 (2.2113903299168287) | > loss_disc_real_0: 0.175154447555542 (0.13713894555522058) | > loss_disc_real_1: 0.20674492418766022 (0.19588600781709786) | > loss_disc_real_2: 0.19473588466644287 (0.191716553695375) | > loss_disc_real_3: 0.2187918871641159 (0.20355241219868653) | > loss_disc_real_4: 0.2319677621126175 (0.19801673639975004) | > loss_disc_real_5: 0.22345027327537537 (0.20268145975009907) | > loss_0: 2.353501558303833 (2.2113903299168287) | > grad_norm_0: tensor(10.3318, device='cuda:0') (tensor(36.0040, device='cuda:0')) | > loss_gen: 2.502803087234497 (2.7815613631207627) | > loss_kl: 1.8319871425628662 (1.7630643962259842) | > loss_feat: 6.438238620758057 (8.355632487178084) | > loss_mel: 10.417901992797852 (13.706912488244766) | > loss_duration: 1.735595464706421 (1.7145850043501043) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.92652702331543 (28.321755691613564) | > grad_norm_1: tensor(188.7147, device='cuda:0') (tensor(812.9528, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8345 (0.8468843296697461) | > loader_time: 0.0112 (0.010645527191446255)  --> TIME: 2025-05-09 02:40:04 -- STEP: 587/725 -- GLOBAL_STEP: 100100 | > loss_disc: 2.2084813117980957 (2.210481743796315) | > loss_disc_real_0: 0.11565310508012772 (0.13701093889887106) | > loss_disc_real_1: 0.20402827858924866 (0.1960053555096232) | > loss_disc_real_2: 0.18646535277366638 (0.19135533587997575) | > loss_disc_real_3: 0.21663054823875427 (0.20335513249268122) | > loss_disc_real_4: 0.20056849718093872 (0.197886144866123) | > loss_disc_real_5: 0.197123184800148 (0.20270766858550915) | > loss_0: 2.2084813117980957 (2.210481743796315) | > grad_norm_0: tensor(50.2363, device='cuda:0') (tensor(36.1478, device='cuda:0')) | > loss_gen: 2.6986632347106934 (2.7815576907520208) | > loss_kl: 1.6499974727630615 (1.7624489131940488) | > loss_feat: 7.752322673797607 (8.357851090991735) | > loss_mel: 14.060681343078613 (13.700000142320054) | > loss_duration: 1.6866079568862915 (1.7145640799296573) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.8482723236084 (28.316421866213847) | > grad_norm_1: tensor(790.6838, device='cuda:0') (tensor(811.9949, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8487 (0.8466784178296791) | > loader_time: 0.0126 (0.010637297540953852)  --> TIME: 2025-05-09 02:40:47 -- STEP: 637/725 -- GLOBAL_STEP: 100150 | > loss_disc: 1.973188877105713 (2.2095478271577202) | > loss_disc_real_0: 0.0820791944861412 (0.13672097158301) | > loss_disc_real_1: 0.20232276618480682 (0.19603217946397647) | > loss_disc_real_2: 0.19989727437496185 (0.19136045852111683) | > loss_disc_real_3: 0.19102981686592102 (0.2035618329909009) | > loss_disc_real_4: 0.1883249431848526 (0.19793862534841908) | > loss_disc_real_5: 0.17226898670196533 (0.20251602268948837) | > loss_0: 1.973188877105713 (2.2095478271577202) | > grad_norm_0: tensor(19.0339, device='cuda:0') (tensor(36.2933, device='cuda:0')) | > loss_gen: 3.1154026985168457 (2.783709853185777) | > loss_kl: 1.7991548776626587 (1.7625914883201874) | > loss_feat: 9.404850006103516 (8.3643241722131) | > loss_mel: 14.629734992980957 (13.703601742838766) | > loss_duration: 1.6786625385284424 (1.714433210236686) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.627805709838867 (28.32866043198614) | > grad_norm_1: tensor(789.3838, device='cuda:0') (tensor(815.2036, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.84 (0.8465153688164294) | > loader_time: 0.0104 (0.010636099092252951)  --> TIME: 2025-05-09 02:41:31 -- STEP: 687/725 -- GLOBAL_STEP: 100200 | > loss_disc: 2.333186388015747 (2.211761833625415) | > loss_disc_real_0: 0.156101793050766 (0.13693349139312128) | > loss_disc_real_1: 0.16947761178016663 (0.1960599928703892) | > loss_disc_real_2: 0.1815733015537262 (0.1915003713518598) | > loss_disc_real_3: 0.21761870384216309 (0.2036215259301784) | > loss_disc_real_4: 0.18921218812465668 (0.19811615677553154) | > loss_disc_real_5: 0.17073188722133636 (0.202739879272043) | > loss_0: 2.333186388015747 (2.211761833625415) | > grad_norm_0: tensor(64.7583, device='cuda:0') (tensor(35.9071, device='cuda:0')) | > loss_gen: 2.4212498664855957 (2.7803551095715435) | > loss_kl: 1.7016327381134033 (1.7619939298088374) | > loss_feat: 8.21694278717041 (8.35536304068531) | > loss_mel: 13.228511810302734 (13.709405719973635) | > loss_duration: 1.7221788167953491 (1.7146966988342822) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.290515899658203 (28.321814482909623) | > grad_norm_1: tensor(826.8572, device='cuda:0') (tensor(805.0118, device='cuda:0')) | > current_lr_0: 0.00019815841535920914 | > current_lr_1: 0.00019815841535920914 | > step_time: 0.8608 (0.8468078990864093) | > loader_time: 0.0107 (0.01061232329456045)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2960562705993652 (2.2960562705993652) | > loss_disc_real_0: 0.15665997564792633 (0.15665997564792633) | > loss_disc_real_1: 0.2006153166294098 (0.2006153166294098) | > loss_disc_real_2: 0.1567593663930893 (0.1567593663930893) | > loss_disc_real_3: 0.23259365558624268 (0.23259365558624268) | > loss_disc_real_4: 0.22012442350387573 (0.22012442350387573) | > loss_disc_real_5: 0.21393731236457825 (0.21393731236457825) | > loss_0: 2.2960562705993652 (2.2960562705993652) | > loss_gen: 2.5303523540496826 (2.5303523540496826) | > loss_kl: 1.9094516038894653 (1.9094516038894653) | > loss_feat: 8.723740577697754 (8.723740577697754) | > loss_mel: 14.733868598937988 (14.733868598937988) | > loss_duration: 1.681060552597046 (1.681060552597046) | > loss_1: 29.578474044799805 (29.578474044799805)  --> STEP: 1 | > loss_disc: 2.2141952514648438 (2.2141952514648438) | > loss_disc_real_0: 0.14920854568481445 (0.14920854568481445) | > loss_disc_real_1: 0.19326308369636536 (0.19326308369636536) | > loss_disc_real_2: 0.15420079231262207 (0.15420079231262207) | > loss_disc_real_3: 0.2126045823097229 (0.2126045823097229) | > loss_disc_real_4: 0.2042934149503708 (0.2042934149503708) | > loss_disc_real_5: 0.21781384944915771 (0.21781384944915771) | > loss_0: 2.2141952514648438 (2.2141952514648438) | > loss_gen: 2.5755856037139893 (2.5755856037139893) | > loss_kl: 1.9777671098709106 (1.9777671098709106) | > loss_feat: 8.507813453674316 (8.507813453674316) | > loss_mel: 14.338109970092773 (14.338109970092773) | > loss_duration: 1.7698357105255127 (1.7698357105255127) | > loss_1: 29.169113159179688 (29.169113159179688)  --> STEP: 2 | > loss_disc: 2.3216586112976074 (2.2679269313812256) | > loss_disc_real_0: 0.15983399748802185 (0.15452127158641815) | > loss_disc_real_1: 0.1930711567401886 (0.19316712021827698) | > loss_disc_real_2: 0.1625019609928131 (0.1583513766527176) | > loss_disc_real_3: 0.2320960909128189 (0.2223503366112709) | > loss_disc_real_4: 0.21153761446475983 (0.2079155147075653) | > loss_disc_real_5: 0.2412075698375702 (0.22951070964336395) | > loss_0: 2.3216586112976074 (2.2679269313812256) | > loss_gen: 2.38360333442688 (2.4795944690704346) | > loss_kl: 1.8434516191482544 (1.9106093645095825) | > loss_feat: 6.379010200500488 (7.443411827087402) | > loss_mel: 12.34949779510498 (13.343803882598877) | > loss_duration: 1.7968900203704834 (1.783362865447998) | > loss_1: 24.75245475769043 (26.96078395843506)  --> STEP: 3 | > loss_disc: 2.248220443725586 (2.261358102162679) | > loss_disc_real_0: 0.16180795431137085 (0.15695016582806906) | > loss_disc_real_1: 0.1920085847377777 (0.19278094172477722) | > loss_disc_real_2: 0.17364823818206787 (0.16345033049583435) | > loss_disc_real_3: 0.21736371517181396 (0.22068812946478525) | > loss_disc_real_4: 0.20529967546463013 (0.20704356829325357) | > loss_disc_real_5: 0.20486830174922943 (0.22129657367865244) | > loss_0: 2.248220443725586 (2.261358102162679) | > loss_gen: 2.5132877826690674 (2.490825573603312) | > loss_kl: 2.0092270374298096 (1.9434819221496582) | > loss_feat: 7.918848991394043 (7.601890881856282) | > loss_mel: 13.090836524963379 (13.259481430053711) | > loss_duration: 1.7924306392669678 (1.786385456720988) | > loss_1: 27.32463264465332 (27.082066853841145)  --> STEP: 4 | > loss_disc: 2.1537578105926514 (2.234458029270172) | > loss_disc_real_0: 0.13372239470481873 (0.15114322304725647) | > loss_disc_real_1: 0.19286860525608063 (0.19280285760760307) | > loss_disc_real_2: 0.14549919962882996 (0.15896254777908325) | > loss_disc_real_3: 0.21077962219715118 (0.21821100264787674) | > loss_disc_real_4: 0.16206394135951996 (0.19579866155982018) | > loss_disc_real_5: 0.2244766801595688 (0.22209160029888153) | > loss_0: 2.1537578105926514 (2.234458029270172) | > loss_gen: 2.509887456893921 (2.4955910444259644) | > loss_kl: 1.9440348148345947 (1.9436201453208923) | > loss_feat: 8.945935249328613 (7.937901973724365) | > loss_mel: 13.934430122375488 (13.428218603134155) | > loss_duration: 1.7413313388824463 (1.7751219272613525) | > loss_1: 29.075618743896484 (27.58045482635498) --> EVAL PERFORMANCE | > avg_loader_time: 0.281876802444458 (+0.0028192996978759766) | > avg_loss_disc: 2.234458029270172 (-0.054931044578552246) | > avg_loss_disc_real_0: 0.15114322304725647 (+0.03478154353797436) | > avg_loss_disc_real_1: 0.19280285760760307 (+0.0002069324254989624) | > avg_loss_disc_real_2: 0.15896254777908325 (-0.052929818630218506) | > avg_loss_disc_real_3: 0.21821100264787674 (+0.030154138803482056) | > avg_loss_disc_real_4: 0.19579866155982018 (-0.027535267174243927) | > avg_loss_disc_real_5: 0.22209160029888153 (-0.0022402331233024597) | > avg_loss_0: 2.234458029270172 (-0.054931044578552246) | > avg_loss_gen: 2.4955910444259644 (+0.02839207649230957) | > avg_loss_kl: 1.9436201453208923 (+0.13736191391944885) | > avg_loss_feat: 7.937901973724365 (+0.10216212272644043) | > avg_loss_mel: 13.428218603134155 (-0.11510634422302246) | > avg_loss_duration: 1.7751219272613525 (-0.018895119428634644) | > avg_loss_1: 27.58045482635498 (+0.13391637802124023)  > EPOCH: 75/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 02:42:10)   --> TIME: 2025-05-09 02:42:22 -- STEP: 12/725 -- GLOBAL_STEP: 100250 | > loss_disc: 2.2596969604492188 (2.171799431244532) | > loss_disc_real_0: 0.20418527722358704 (0.13834696697692075) | > loss_disc_real_1: 0.22239643335342407 (0.1938304305076599) | > loss_disc_real_2: 0.21125715970993042 (0.18474796041846275) | > loss_disc_real_3: 0.18826903402805328 (0.19987894470492998) | > loss_disc_real_4: 0.1998937726020813 (0.19404237096508345) | > loss_disc_real_5: 0.20254766941070557 (0.19495176523923874) | > loss_0: 2.2596969604492188 (2.171799431244532) | > grad_norm_0: tensor(56.8974, device='cuda:0') (tensor(44.4698, device='cuda:0')) | > loss_gen: 2.8921241760253906 (2.8678114811579385) | > loss_kl: 1.8297027349472046 (1.7659911413987477) | > loss_feat: 7.84570837020874 (8.741640965143839) | > loss_mel: 14.045312881469727 (14.238045851389566) | > loss_duration: 1.753088116645813 (1.7207609315713246) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.365936279296875 (29.334250609079998) | > grad_norm_1: tensor(817.4028, device='cuda:0') (tensor(768.1483, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8381 (0.8357358773549398) | > loader_time: 0.0117 (0.010307550430297852)  --> TIME: 2025-05-09 02:43:05 -- STEP: 62/725 -- GLOBAL_STEP: 100300 | > loss_disc: 2.143702983856201 (2.185243735390326) | > loss_disc_real_0: 0.0957363024353981 (0.13002003525053296) | > loss_disc_real_1: 0.18440866470336914 (0.1935178745658167) | > loss_disc_real_2: 0.1735396832227707 (0.1902676702987763) | > loss_disc_real_3: 0.20790569484233856 (0.202035702043964) | > loss_disc_real_4: 0.18205566704273224 (0.19664594458956872) | > loss_disc_real_5: 0.17592720687389374 (0.20296059933400923) | > loss_0: 2.143702983856201 (2.185243735390326) | > grad_norm_0: tensor(45.0572, device='cuda:0') (tensor(36.0779, device='cuda:0')) | > loss_gen: 2.867063522338867 (2.805186329349395) | > loss_kl: 1.68446683883667 (1.7699246483464395) | > loss_feat: 9.594928741455078 (8.503667085401473) | > loss_mel: 14.019222259521484 (13.84042247649162) | > loss_duration: 1.7688391208648682 (1.7090017103379773) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.934520721435547 (28.628202438354492) | > grad_norm_1: tensor(1075.9435, device='cuda:0') (tensor(807.5441, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8328 (0.8498639099059566) | > loader_time: 0.0096 (0.010446148533974922)  --> TIME: 2025-05-09 02:43:49 -- STEP: 112/725 -- GLOBAL_STEP: 100350 | > loss_disc: 2.2905361652374268 (2.188203165573735) | > loss_disc_real_0: 0.1761069893836975 (0.12936525146609965) | > loss_disc_real_1: 0.18172119557857513 (0.19415431629334176) | > loss_disc_real_2: 0.19316846132278442 (0.1896754404796021) | > loss_disc_real_3: 0.21342982351779938 (0.20333398333085434) | > loss_disc_real_4: 0.17486850917339325 (0.1975701753316181) | > loss_disc_real_5: 0.21894030272960663 (0.20224212908319064) | > loss_0: 2.2905361652374268 (2.188203165573735) | > grad_norm_0: tensor(31.1035, device='cuda:0') (tensor(35.1243, device='cuda:0')) | > loss_gen: 2.7051196098327637 (2.805269177470888) | > loss_kl: 1.7215937376022339 (1.7593156046101026) | > loss_feat: 8.01104736328125 (8.435892420155657) | > loss_mel: 14.033227920532227 (13.721109143325261) | > loss_duration: 1.7003120183944702 (1.7135675911392485) | > amp_scaler: 128.0 (138.28571428571428) | > loss_1: 28.171300888061523 (28.43515408039093) | > grad_norm_1: tensor(757.3211, device='cuda:0') (tensor(813.3031, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8252 (0.8483521129403796) | > loader_time: 0.0108 (0.010419694440705434)  --> TIME: 2025-05-09 02:44:32 -- STEP: 162/725 -- GLOBAL_STEP: 100400 | > loss_disc: 2.3488881587982178 (2.2057815900555378) | > loss_disc_real_0: 0.13668277859687805 (0.1348973780778455) | > loss_disc_real_1: 0.19920864701271057 (0.19536790316119607) | > loss_disc_real_2: 0.18685825169086456 (0.1905136345713226) | > loss_disc_real_3: 0.19232934713363647 (0.20394180853057794) | > loss_disc_real_4: 0.19856412708759308 (0.19793923889045362) | > loss_disc_real_5: 0.20722071826457977 (0.2035457111067242) | > loss_0: 2.3488881587982178 (2.2057815900555378) | > grad_norm_0: tensor(21.9586, device='cuda:0') (tensor(34.8789, device='cuda:0')) | > loss_gen: 2.4551496505737305 (2.7836530429345596) | > loss_kl: 1.5879384279251099 (1.7590095570058002) | > loss_feat: 7.31728458404541 (8.357367954136405) | > loss_mel: 13.91806411743164 (13.62118861116009) | > loss_duration: 1.667954683303833 (1.7141708915616267) | > amp_scaler: 128.0 (135.11111111111106) | > loss_1: 26.946393966674805 (28.23539015687542) | > grad_norm_1: tensor(189.6664, device='cuda:0') (tensor(785.3552, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.833 (0.847081795150851) | > loader_time: 0.0095 (0.010616242149729786)  --> TIME: 2025-05-09 02:45:15 -- STEP: 212/725 -- GLOBAL_STEP: 100450 | > loss_disc: 2.2785532474517822 (2.20736322875293) | > loss_disc_real_0: 0.1665607988834381 (0.13550548775578453) | > loss_disc_real_1: 0.1811700314283371 (0.19513982576581668) | > loss_disc_real_2: 0.1809958815574646 (0.1910308566436452) | > loss_disc_real_3: 0.24988067150115967 (0.20390630703208584) | > loss_disc_real_4: 0.21094153821468353 (0.19744497741449554) | > loss_disc_real_5: 0.21878685057163239 (0.20338206696060468) | > loss_0: 2.2785532474517822 (2.20736322875293) | > grad_norm_0: tensor(45.9800, device='cuda:0') (tensor(35.1793, device='cuda:0')) | > loss_gen: 2.7054531574249268 (2.778574524060735) | > loss_kl: 1.7514605522155762 (1.7554795196596185) | > loss_feat: 7.329184532165527 (8.340337557612719) | > loss_mel: 13.121354103088379 (13.64121076745807) | > loss_duration: 1.7232483625411987 (1.7129632172719493) | > amp_scaler: 128.0 (133.43396226415086) | > loss_1: 26.630701065063477 (28.22856566591083) | > grad_norm_1: tensor(1123.9492, device='cuda:0') (tensor(793.1897, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8392 (0.8478635920668548) | > loader_time: 0.0099 (0.010658368749438592)  --> TIME: 2025-05-09 02:45:58 -- STEP: 262/725 -- GLOBAL_STEP: 100500 | > loss_disc: 2.319049835205078 (2.2148935849430016) | > loss_disc_real_0: 0.13728782534599304 (0.13659341397290023) | > loss_disc_real_1: 0.23345619440078735 (0.1955170651314823) | > loss_disc_real_2: 0.22010503709316254 (0.19176355129434858) | > loss_disc_real_3: 0.19329969584941864 (0.20410513525245758) | > loss_disc_real_4: 0.2153184711933136 (0.19799905492149236) | > loss_disc_real_5: 0.23380163311958313 (0.20339138407743615) | > loss_0: 2.319049835205078 (2.2148935849430016) | > grad_norm_0: tensor(24.9042, device='cuda:0') (tensor(35.5497, device='cuda:0')) | > loss_gen: 2.5807650089263916 (2.7690899481300177) | > loss_kl: 1.851568579673767 (1.7560482935141064) | > loss_feat: 6.41144323348999 (8.278018219780366) | > loss_mel: 11.470122337341309 (13.587251317410068) | > loss_duration: 1.6855522394180298 (1.7132446852349148) | > amp_scaler: 128.0 (132.39694656488538) | > loss_1: 23.999452590942383 (28.103652539144036) | > grad_norm_1: tensor(660.0295, device='cuda:0') (tensor(790.7183, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8786 (0.8481748613692423) | > loader_time: 0.0101 (0.010741782552413358)  --> TIME: 2025-05-09 02:46:42 -- STEP: 312/725 -- GLOBAL_STEP: 100550 | > loss_disc: 2.247086524963379 (2.2127655148506187) | > loss_disc_real_0: 0.16405749320983887 (0.13631565098722404) | > loss_disc_real_1: 0.23548880219459534 (0.1956439105172952) | > loss_disc_real_2: 0.18447917699813843 (0.19173635274935985) | > loss_disc_real_3: 0.18576732277870178 (0.2040219929737923) | > loss_disc_real_4: 0.19320394098758698 (0.19814384451661357) | > loss_disc_real_5: 0.23747064173221588 (0.20277091005864806) | > loss_0: 2.247086524963379 (2.2127655148506187) | > grad_norm_0: tensor(48.1154, device='cuda:0') (tensor(35.7469, device='cuda:0')) | > loss_gen: 2.749840259552002 (2.7721561132333217) | > loss_kl: 1.725717544555664 (1.751761920559101) | > loss_feat: 8.192943572998047 (8.266430344337058) | > loss_mel: 14.028160095214844 (13.57461840678484) | > loss_duration: 1.7039132118225098 (1.7123117977992086) | > amp_scaler: 128.0 (131.69230769230765) | > loss_1: 28.40057373046875 (28.077278638497376) | > grad_norm_1: tensor(527.9069, device='cuda:0') (tensor(778.6543, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8518 (0.8502613680484967) | > loader_time: 0.0109 (0.010729885254150785)  --> TIME: 2025-05-09 02:47:26 -- STEP: 362/725 -- GLOBAL_STEP: 100600 | > loss_disc: 2.1926045417785645 (2.2123324620789595) | > loss_disc_real_0: 0.13729195296764374 (0.13563514734458876) | > loss_disc_real_1: 0.1854657679796219 (0.19590013754137314) | > loss_disc_real_2: 0.1931830495595932 (0.19158006620011936) | > loss_disc_real_3: 0.1934773176908493 (0.20400760685047395) | > loss_disc_real_4: 0.24351193010807037 (0.19869063782263852) | > loss_disc_real_5: 0.2218179702758789 (0.20265675739524106) | > loss_0: 2.1926045417785645 (2.2123324620789595) | > grad_norm_0: tensor(41.3512, device='cuda:0') (tensor(35.2708, device='cuda:0')) | > loss_gen: 2.7688865661621094 (2.769899750282752) | > loss_kl: 1.9578849077224731 (1.74898269788995) | > loss_feat: 8.39532470703125 (8.251051863254089) | > loss_mel: 15.197074890136719 (13.558191307341854) | > loss_duration: 1.6665760278701782 (1.711038925700425) | > amp_scaler: 128.0 (131.1823204419889) | > loss_1: 29.985748291015625 (28.039164590572124) | > grad_norm_1: tensor(792.2461, device='cuda:0') (tensor(775.3732, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8574 (0.8513763280204647) | > loader_time: 0.012 (0.010791537511414595)  --> TIME: 2025-05-09 02:48:09 -- STEP: 412/725 -- GLOBAL_STEP: 100650 | > loss_disc: 2.202308416366577 (2.21172501682078) | > loss_disc_real_0: 0.1446436494588852 (0.1349784557445392) | > loss_disc_real_1: 0.1818564236164093 (0.19574153137583178) | > loss_disc_real_2: 0.21832652390003204 (0.1916121057080991) | > loss_disc_real_3: 0.19118890166282654 (0.2038123874192678) | > loss_disc_real_4: 0.18515776097774506 (0.19867933169007299) | > loss_disc_real_5: 0.2117772400379181 (0.20311273789955567) | > loss_0: 2.202308416366577 (2.21172501682078) | > grad_norm_0: tensor(29.6188, device='cuda:0') (tensor(35.1893, device='cuda:0')) | > loss_gen: 2.869349956512451 (2.7667681893098712) | > loss_kl: 1.645103096961975 (1.7515191320076733) | > loss_feat: 8.51846694946289 (8.234204380257607) | > loss_mel: 13.483691215515137 (13.529068333431354) | > loss_duration: 1.7145577669143677 (1.7115005992569972) | > amp_scaler: 128.0 (130.7961165048544) | > loss_1: 28.231170654296875 (27.993060690685382) | > grad_norm_1: tensor(753.9408, device='cuda:0') (tensor(781.0837, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8555 (0.8516327217944617) | > loader_time: 0.0101 (0.010806620121002206)  --> TIME: 2025-05-09 02:48:52 -- STEP: 462/725 -- GLOBAL_STEP: 100700 | > loss_disc: 2.2718801498413086 (2.2086027298138777) | > loss_disc_real_0: 0.151878222823143 (0.13394970391187586) | > loss_disc_real_1: 0.22502045333385468 (0.1955876787761589) | > loss_disc_real_2: 0.23318880796432495 (0.19170027648731744) | > loss_disc_real_3: 0.22582370042800903 (0.20391209675120073) | > loss_disc_real_4: 0.22539503872394562 (0.19850873263367325) | > loss_disc_real_5: 0.24268227815628052 (0.20278279902615065) | > loss_0: 2.2718801498413086 (2.2086027298138777) | > grad_norm_0: tensor(19.0077, device='cuda:0') (tensor(35.2951, device='cuda:0')) | > loss_gen: 2.8133931159973145 (2.772271152182576) | > loss_kl: 1.5318045616149902 (1.7491376846383664) | > loss_feat: 7.683594703674316 (8.2427109309605) | > loss_mel: 13.412543296813965 (13.529791080590451) | > loss_duration: 1.7466479539871216 (1.7118640139505463) | > amp_scaler: 128.0 (130.49350649350646) | > loss_1: 27.1879825592041 (28.005774898446482) | > grad_norm_1: tensor(617.5947, device='cuda:0') (tensor(776.2296, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8137 (0.8508378091828648) | > loader_time: 0.0117 (0.010818854038849544)  --> TIME: 2025-05-09 02:49:36 -- STEP: 512/725 -- GLOBAL_STEP: 100750 | > loss_disc: 2.3090927600860596 (2.211354671977461) | > loss_disc_real_0: 0.14115183055400848 (0.13469280754361543) | > loss_disc_real_1: 0.21193315088748932 (0.19572535026236437) | > loss_disc_real_2: 0.1822715699672699 (0.19190169774810784) | > loss_disc_real_3: 0.24666398763656616 (0.20406739399186338) | > loss_disc_real_4: 0.20801888406276703 (0.1984487080480903) | > loss_disc_real_5: 0.24663415551185608 (0.20298570199520322) | > loss_0: 2.3090927600860596 (2.211354671977461) | > grad_norm_0: tensor(26.6639, device='cuda:0') (tensor(35.4130, device='cuda:0')) | > loss_gen: 2.595794677734375 (2.768027248792351) | > loss_kl: 1.7091639041900635 (1.7485315822996201) | > loss_feat: 7.113710403442383 (8.225287017412466) | > loss_mel: 12.20054817199707 (13.511785553768277) | > loss_duration: 1.6852800846099854 (1.7128717496525498) | > amp_scaler: 128.0 (130.2499999999999) | > loss_1: 25.30449676513672 (27.966503217816353) | > grad_norm_1: tensor(642.5644, device='cuda:0') (tensor(782.0563, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8516 (0.8511487171053886) | > loader_time: 0.0098 (0.010847491212189204)  --> TIME: 2025-05-09 02:50:19 -- STEP: 562/725 -- GLOBAL_STEP: 100800 | > loss_disc: 2.1811161041259766 (2.2087080682299742) | > loss_disc_real_0: 0.15649959444999695 (0.1342681364563967) | > loss_disc_real_1: 0.18748892843723297 (0.19557179680286352) | > loss_disc_real_2: 0.20367509126663208 (0.1915990732000391) | > loss_disc_real_3: 0.19815222918987274 (0.20374600971084472) | > loss_disc_real_4: 0.20371752977371216 (0.19835266105008717) | > loss_disc_real_5: 0.1825796663761139 (0.20288809264257704) | > loss_0: 2.1811161041259766 (2.2087080682299742) | > grad_norm_0: tensor(18.8464, device='cuda:0') (tensor(35.5235, device='cuda:0')) | > loss_gen: 2.7931835651397705 (2.7736350145204214) | > loss_kl: 1.6996861696243286 (1.7478070377879298) | > loss_feat: 8.661731719970703 (8.256908449838152) | > loss_mel: 12.661701202392578 (13.533195578755011) | > loss_duration: 1.6655757427215576 (1.713167396728679) | > amp_scaler: 128.0 (130.04982206405688) | > loss_1: 27.48187828063965 (28.0247135535678) | > grad_norm_1: tensor(563.1278, device='cuda:0') (tensor(776.4194, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8852 (0.8509654383642393) | > loader_time: 0.0098 (0.010857810753520283)  --> TIME: 2025-05-09 02:51:02 -- STEP: 612/725 -- GLOBAL_STEP: 100850 | > loss_disc: 2.2650766372680664 (2.209686540505464) | > loss_disc_real_0: 0.12012483924627304 (0.1344567404670361) | > loss_disc_real_1: 0.21060636639595032 (0.19570494879012792) | > loss_disc_real_2: 0.21060822904109955 (0.19164913921963941) | > loss_disc_real_3: 0.21568742394447327 (0.2036425142603762) | > loss_disc_real_4: 0.23570312559604645 (0.19835449898846794) | > loss_disc_real_5: 0.22340264916419983 (0.202750204435361) | > loss_0: 2.2650766372680664 (2.209686540505464) | > grad_norm_0: tensor(16.0497, device='cuda:0') (tensor(35.6938, device='cuda:0')) | > loss_gen: 2.744931697845459 (2.771813503277847) | > loss_kl: 1.7708462476730347 (1.7507712780650144) | > loss_feat: 7.047356128692627 (8.250054272171699) | > loss_mel: 12.50428581237793 (13.529651309929642) | > loss_duration: 1.6443076133728027 (1.7129640801280157) | > amp_scaler: 128.0 (129.88235294117644) | > loss_1: 25.711727142333984 (28.015254503761252) | > grad_norm_1: tensor(771.5863, device='cuda:0') (tensor(776.1203, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8071 (0.850558751548817) | > loader_time: 0.0094 (0.010869042156568547)  --> TIME: 2025-05-09 02:51:45 -- STEP: 662/725 -- GLOBAL_STEP: 100900 | > loss_disc: 2.2651004791259766 (2.210299629279133) | > loss_disc_real_0: 0.09739737957715988 (0.1347253423780653) | > loss_disc_real_1: 0.21100802719593048 (0.19554158059311774) | > loss_disc_real_2: 0.18563874065876007 (0.19166414252850944) | > loss_disc_real_3: 0.16973426938056946 (0.20360356463496418) | > loss_disc_real_4: 0.18859721720218658 (0.19829188384048171) | > loss_disc_real_5: 0.18391980230808258 (0.2026654775859366) | > loss_0: 2.2651004791259766 (2.210299629279133) | > grad_norm_0: tensor(46.8972, device='cuda:0') (tensor(35.6144, device='cuda:0')) | > loss_gen: 2.815847158432007 (2.772420089410511) | > loss_kl: 1.8229937553405762 (1.7508093846168402) | > loss_feat: 9.068015098571777 (8.253213353747677) | > loss_mel: 15.329095840454102 (13.533269275711381) | > loss_duration: 1.7208322286605835 (1.713655796656076) | > amp_scaler: 128.0 (129.74018126888208) | > loss_1: 30.756784439086914 (28.023367933636358) | > grad_norm_1: tensor(905.0694, device='cuda:0') (tensor(779.1237, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8811 (0.8500231850183262) | > loader_time: 0.0107 (0.010854423946484353)  --> TIME: 2025-05-09 02:52:28 -- STEP: 712/725 -- GLOBAL_STEP: 100950 | > loss_disc: 2.304011106491089 (2.2095224688227244) | > loss_disc_real_0: 0.19393225014209747 (0.1346258641733379) | > loss_disc_real_1: 0.22334496676921844 (0.19557394600065234) | > loss_disc_real_2: 0.222415953874588 (0.19165044677642623) | > loss_disc_real_3: 0.2511453628540039 (0.20366200517988606) | > loss_disc_real_4: 0.2030121088027954 (0.19823594745039275) | > loss_disc_real_5: 0.2063150554895401 (0.2026452152163125) | > loss_0: 2.304011106491089 (2.2095224688227244) | > grad_norm_0: tensor(47.3678, device='cuda:0') (tensor(35.8128, device='cuda:0')) | > loss_gen: 2.8172385692596436 (2.7740750105193506) | > loss_kl: 1.812659740447998 (1.7506970753160755) | > loss_feat: 7.559685707092285 (8.264152565698934) | > loss_mel: 12.498371124267578 (13.538589468163051) | > loss_duration: 1.7150171995162964 (1.7132488186104917) | > amp_scaler: 128.0 (129.61797752808988) | > loss_1: 26.402971267700195 (28.040762973635395) | > grad_norm_1: tensor(881.1770, device='cuda:0') (tensor(780.5156, device='cuda:0')) | > current_lr_0: 0.00019813364555728923 | > current_lr_1: 0.00019813364555728923 | > step_time: 0.8196 (0.8497894322604276) | > loader_time: 0.01 (0.010839046052332693)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.235206127166748 (2.235206127166748) | > loss_disc_real_0: 0.1517876386642456 (0.1517876386642456) | > loss_disc_real_1: 0.15713635087013245 (0.15713635087013245) | > loss_disc_real_2: 0.1823355257511139 (0.1823355257511139) | > loss_disc_real_3: 0.266370564699173 (0.266370564699173) | > loss_disc_real_4: 0.2825298011302948 (0.2825298011302948) | > loss_disc_real_5: 0.3185464143753052 (0.3185464143753052) | > loss_0: 2.235206127166748 (2.235206127166748) | > loss_gen: 2.990673065185547 (2.990673065185547) | > loss_kl: 1.894372820854187 (1.894372820854187) | > loss_feat: 8.333992958068848 (8.333992958068848) | > loss_mel: 15.132030487060547 (15.132030487060547) | > loss_duration: 1.7075425386428833 (1.7075425386428833) | > loss_1: 30.058612823486328 (30.058612823486328)  --> STEP: 1 | > loss_disc: 2.3727736473083496 (2.3727736473083496) | > loss_disc_real_0: 0.14823928475379944 (0.14823928475379944) | > loss_disc_real_1: 0.15794050693511963 (0.15794050693511963) | > loss_disc_real_2: 0.19643332064151764 (0.19643332064151764) | > loss_disc_real_3: 0.2736760973930359 (0.2736760973930359) | > loss_disc_real_4: 0.28396403789520264 (0.28396403789520264) | > loss_disc_real_5: 0.33147042989730835 (0.33147042989730835) | > loss_0: 2.3727736473083496 (2.3727736473083496) | > loss_gen: 2.776933431625366 (2.776933431625366) | > loss_kl: 2.1745030879974365 (2.1745030879974365) | > loss_feat: 7.423520088195801 (7.423520088195801) | > loss_mel: 13.477161407470703 (13.477161407470703) | > loss_duration: 1.7761459350585938 (1.7761459350585938) | > loss_1: 27.628263473510742 (27.628263473510742)  --> STEP: 2 | > loss_disc: 2.188112258911133 (2.280442953109741) | > loss_disc_real_0: 0.13068830966949463 (0.13946379721164703) | > loss_disc_real_1: 0.15847750008106232 (0.15820900350809097) | > loss_disc_real_2: 0.19636008143424988 (0.19639670103788376) | > loss_disc_real_3: 0.26612940430641174 (0.2699027508497238) | > loss_disc_real_4: 0.2458258867263794 (0.264894962310791) | > loss_disc_real_5: 0.2847038805484772 (0.30808715522289276) | > loss_0: 2.188112258911133 (2.280442953109741) | > loss_gen: 2.930662155151367 (2.8537977933883667) | > loss_kl: 1.770128846168518 (1.9723159670829773) | > loss_feat: 8.709731101989746 (8.066625595092773) | > loss_mel: 14.793526649475098 (14.1353440284729) | > loss_duration: 1.8192094564437866 (1.7976776957511902) | > loss_1: 30.02326011657715 (28.825761795043945)  --> STEP: 3 | > loss_disc: 2.3121025562286377 (2.2909961541493735) | > loss_disc_real_0: 0.156365767121315 (0.14509778718153635) | > loss_disc_real_1: 0.1801096796989441 (0.16550922890504202) | > loss_disc_real_2: 0.21175351738929749 (0.20151563982168832) | > loss_disc_real_3: 0.26253312826156616 (0.2674462099870046) | > loss_disc_real_4: 0.24625766277313232 (0.25868252913157147) | > loss_disc_real_5: 0.28663215041160583 (0.3009354869524638) | > loss_0: 2.3121025562286377 (2.2909961541493735) | > loss_gen: 2.8153998851776123 (2.8409984906514487) | > loss_kl: 1.795053482055664 (1.9132284720738728) | > loss_feat: 7.688549518585205 (7.940600236256917) | > loss_mel: 13.720158576965332 (13.996948877970377) | > loss_duration: 1.8035924434661865 (1.7996492783228557) | > loss_1: 27.82275390625 (28.49142583211263)  --> STEP: 4 | > loss_disc: 2.494746208190918 (2.3419336676597595) | > loss_disc_real_0: 0.17732106149196625 (0.15315360575914383) | > loss_disc_real_1: 0.18257497251033783 (0.16977566480636597) | > loss_disc_real_2: 0.2127046287059784 (0.20431288704276085) | > loss_disc_real_3: 0.27056437730789185 (0.2682257518172264) | > loss_disc_real_4: 0.26450595259666443 (0.2601383849978447) | > loss_disc_real_5: 0.2761194705963135 (0.2947314828634262) | > loss_0: 2.494746208190918 (2.3419336676597595) | > loss_gen: 2.3906638622283936 (2.728414833545685) | > loss_kl: 1.791290283203125 (1.882743924856186) | > loss_feat: 5.646735191345215 (7.367133975028992) | > loss_mel: 10.076706886291504 (13.01688838005066) | > loss_duration: 1.711887240409851 (1.7777087688446045) | > loss_1: 21.61728286743164 (26.772890090942383) --> EVAL PERFORMANCE | > avg_loader_time: 0.27956438064575195 (-0.0023124217987060547) | > avg_loss_disc: 2.3419336676597595 (+0.1074756383895874) | > avg_loss_disc_real_0: 0.15315360575914383 (+0.0020103827118873596) | > avg_loss_disc_real_1: 0.16977566480636597 (-0.023027192801237106) | > avg_loss_disc_real_2: 0.20431288704276085 (+0.0453503392636776) | > avg_loss_disc_real_3: 0.2682257518172264 (+0.05001474916934967) | > avg_loss_disc_real_4: 0.2601383849978447 (+0.06433972343802452) | > avg_loss_disc_real_5: 0.2947314828634262 (+0.07263988256454468) | > avg_loss_0: 2.3419336676597595 (+0.1074756383895874) | > avg_loss_gen: 2.728414833545685 (+0.23282378911972046) | > avg_loss_kl: 1.882743924856186 (-0.06087622046470642) | > avg_loss_feat: 7.367133975028992 (-0.5707679986953735) | > avg_loss_mel: 13.01688838005066 (-0.4113302230834961) | > avg_loss_duration: 1.7777087688446045 (+0.002586841583251953) | > avg_loss_1: 26.772890090942383 (-0.8075647354125977) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_100963.pth  > EPOCH: 76/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 02:52:47)   --> TIME: 2025-05-09 02:53:21 -- STEP: 37/725 -- GLOBAL_STEP: 101000 | > loss_disc: 2.2025318145751953 (2.2472954440761255) | > loss_disc_real_0: 0.1390227973461151 (0.13534274073065938) | > loss_disc_real_1: 0.20303033292293549 (0.20094814695216515) | > loss_disc_real_2: 0.16474372148513794 (0.19631544238812215) | > loss_disc_real_3: 0.17748349905014038 (0.20886768239575462) | > loss_disc_real_4: 0.1666892021894455 (0.1993752387729851) | > loss_disc_real_5: 0.19074572622776031 (0.21131399354419192) | > loss_0: 2.2025318145751953 (2.2472954440761255) | > grad_norm_0: tensor(31.4883, device='cuda:0') (tensor(33.2095, device='cuda:0')) | > loss_gen: 2.6020278930664062 (2.7409654630197062) | > loss_kl: 1.7249630689620972 (1.785727620124817) | > loss_feat: 8.263558387756348 (8.226499364182754) | > loss_mel: 13.061189651489258 (13.77046471673089) | > loss_duration: 1.7135885953903198 (1.7110239492880333) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.365327835083008 (28.23468105213062) | > grad_norm_1: tensor(637.0439, device='cuda:0') (tensor(813.3783, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8359 (0.8460807735855514) | > loader_time: 0.0121 (0.011855995332872545) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_101000.pth  --> TIME: 2025-05-09 02:54:07 -- STEP: 87/725 -- GLOBAL_STEP: 101050 | > loss_disc: 2.266720771789551 (2.2279883965678593) | > loss_disc_real_0: 0.10314570367336273 (0.13390803482683222) | > loss_disc_real_1: 0.1718689501285553 (0.19844599838914542) | > loss_disc_real_2: 0.1871533989906311 (0.1946226151167662) | > loss_disc_real_3: 0.17860978841781616 (0.20666978568181224) | > loss_disc_real_4: 0.2052449733018875 (0.1976442967338123) | > loss_disc_real_5: 0.17480289936065674 (0.20697553250296363) | > loss_0: 2.266720771789551 (2.2279883965678593) | > grad_norm_0: tensor(34.6848, device='cuda:0') (tensor(34.5697, device='cuda:0')) | > loss_gen: 2.675675392150879 (2.754589730295643) | > loss_kl: 1.7363524436950684 (1.766397651584669) | > loss_feat: 7.71391487121582 (8.230623239758371) | > loss_mel: 12.945184707641602 (13.62725254585003) | > loss_duration: 1.6906514167785645 (1.714078372922437) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.76177978515625 (28.092941459568067) | > grad_norm_1: tensor(896.6328, device='cuda:0') (tensor(806.2469, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8131 (0.8458855727623249) | > loader_time: 0.0121 (0.011150905455666027)  --> TIME: 2025-05-09 02:54:50 -- STEP: 137/725 -- GLOBAL_STEP: 101100 | > loss_disc: 2.173499345779419 (2.2103957207533567) | > loss_disc_real_0: 0.11635671555995941 (0.13174396791379803) | > loss_disc_real_1: 0.18869712948799133 (0.19671817711234962) | > loss_disc_real_2: 0.1744544506072998 (0.19264361175307398) | > loss_disc_real_3: 0.1635722815990448 (0.20469008092462582) | > loss_disc_real_4: 0.17886966466903687 (0.19684447587406545) | > loss_disc_real_5: 0.20955440402030945 (0.20598218367047552) | > loss_0: 2.173499345779419 (2.2103957207533567) | > grad_norm_0: tensor(8.6139, device='cuda:0') (tensor(34.1390, device='cuda:0')) | > loss_gen: 2.7006843090057373 (2.7751528050777696) | > loss_kl: 1.6644747257232666 (1.7681390569157842) | > loss_feat: 8.135926246643066 (8.313608528053674) | > loss_mel: 12.893260955810547 (13.655580012467656) | > loss_duration: 1.7149817943572998 (1.7160664448772904) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.109325408935547 (28.228546783001754) | > grad_norm_1: tensor(570.9352, device='cuda:0') (tensor(771.1743, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.7997 (0.846177287345385) | > loader_time: 0.0109 (0.011091608200630132)  --> TIME: 2025-05-09 02:55:33 -- STEP: 187/725 -- GLOBAL_STEP: 101150 | > loss_disc: 2.133784532546997 (2.209842216522299) | > loss_disc_real_0: 0.12264345586299896 (0.1342225786358276) | > loss_disc_real_1: 0.21456654369831085 (0.19595853227345064) | > loss_disc_real_2: 0.17941337823867798 (0.19228716417748676) | > loss_disc_real_3: 0.21484152972698212 (0.20403096183417316) | > loss_disc_real_4: 0.15934914350509644 (0.19693403591446698) | > loss_disc_real_5: 0.1640540063381195 (0.20535179359071395) | > loss_0: 2.133784532546997 (2.209842216522299) | > grad_norm_0: tensor(43.9670, device='cuda:0') (tensor(36.4791, device='cuda:0')) | > loss_gen: 2.757962703704834 (2.7795507767621235) | > loss_kl: 1.9478334188461304 (1.7726668100306053) | > loss_feat: 9.402412414550781 (8.334567174554508) | > loss_mel: 14.747653007507324 (13.68489214443268) | > loss_duration: 1.7232472896575928 (1.7159488692003138) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.57910919189453 (28.2876257054946) | > grad_norm_1: tensor(881.6689, device='cuda:0') (tensor(787.8554, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8489 (0.8459824406526943) | > loader_time: 0.0122 (0.011084923769700973)  --> TIME: 2025-05-09 02:56:16 -- STEP: 237/725 -- GLOBAL_STEP: 101200 | > loss_disc: 2.031959056854248 (2.2077831874919838) | > loss_disc_real_0: 0.07085760682821274 (0.13406365345927707) | > loss_disc_real_1: 0.1717984527349472 (0.19553664307805557) | > loss_disc_real_2: 0.1674548238515854 (0.19180297084498518) | > loss_disc_real_3: 0.19334927201271057 (0.20356623212244943) | > loss_disc_real_4: 0.1728203147649765 (0.19702311168240091) | > loss_disc_real_5: 0.21688124537467957 (0.20506695749135964) | > loss_0: 2.031959056854248 (2.2077831874919838) | > grad_norm_0: tensor(24.7165, device='cuda:0') (tensor(36.1351, device='cuda:0')) | > loss_gen: 3.0838162899017334 (2.7828869346827916) | > loss_kl: 1.8887993097305298 (1.7728428171656803) | > loss_feat: 9.487357139587402 (8.366466518192851) | > loss_mel: 15.36501407623291 (13.732485159539975) | > loss_duration: 1.7039068937301636 (1.7149283835656532) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.528894424438477 (28.369609752284827) | > grad_norm_1: tensor(805.8682, device='cuda:0') (tensor(798.5604, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8363 (0.8469694525883671) | > loader_time: 0.0121 (0.011059943130750696)  --> TIME: 2025-05-09 02:57:00 -- STEP: 287/725 -- GLOBAL_STEP: 101250 | > loss_disc: 2.161068916320801 (2.2075142673499073) | > loss_disc_real_0: 0.10050034523010254 (0.13398067744039882) | > loss_disc_real_1: 0.19687233865261078 (0.19555526104745963) | > loss_disc_real_2: 0.2023487240076065 (0.19170738159571798) | > loss_disc_real_3: 0.17516671121120453 (0.20332889518463654) | > loss_disc_real_4: 0.22800274193286896 (0.19737080263966883) | > loss_disc_real_5: 0.18280598521232605 (0.20489663721584694) | > loss_0: 2.161068916320801 (2.2075142673499073) | > grad_norm_0: tensor(25.7706, device='cuda:0') (tensor(36.1339, device='cuda:0')) | > loss_gen: 2.8667359352111816 (2.780842159683282) | > loss_kl: 1.6348844766616821 (1.7705275410143755) | > loss_feat: 8.819242477416992 (8.342883261238653) | > loss_mel: 14.031258583068848 (13.689987757480102) | > loss_duration: 1.7295973300933838 (1.7149814911420338) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.08171844482422 (28.299222208481634) | > grad_norm_1: tensor(981.5130, device='cuda:0') (tensor(793.8633, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8097 (0.8478442534337057) | > loader_time: 0.0102 (0.011023240637696163)  --> TIME: 2025-05-09 02:57:43 -- STEP: 337/725 -- GLOBAL_STEP: 101300 | > loss_disc: 2.312541961669922 (2.2025049726757877) | > loss_disc_real_0: 0.2567387521266937 (0.13356735818198573) | > loss_disc_real_1: 0.19805115461349487 (0.1948871608127119) | > loss_disc_real_2: 0.1906200498342514 (0.1910578791129484) | > loss_disc_real_3: 0.24137933552265167 (0.2035163192614603) | > loss_disc_real_4: 0.21956144273281097 (0.19727820078413993) | > loss_disc_real_5: 0.21708843111991882 (0.20401083764230463) | > loss_0: 2.312541961669922 (2.2025049726757877) | > grad_norm_0: tensor(86.5946, device='cuda:0') (tensor(36.3755, device='cuda:0')) | > loss_gen: 2.77130389213562 (2.7858423818820324) | > loss_kl: 1.701066493988037 (1.7604592472580134) | > loss_feat: 7.728499889373779 (8.375725542402405) | > loss_mel: 13.993142127990723 (13.695931185600665) | > loss_duration: 1.680600643157959 (1.7139042042836945) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.87461280822754 (28.331862543032504) | > grad_norm_1: tensor(831.5156, device='cuda:0') (tensor(793.3342, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8817 (0.8484862070055316) | > loader_time: 0.0121 (0.011072926422254978)  --> TIME: 2025-05-09 02:58:26 -- STEP: 387/725 -- GLOBAL_STEP: 101350 | > loss_disc: 2.1549911499023438 (2.2012487101616482) | > loss_disc_real_0: 0.1464071422815323 (0.1331029066512749) | > loss_disc_real_1: 0.20807774364948273 (0.19477624944784233) | > loss_disc_real_2: 0.17536179721355438 (0.1909466915660435) | > loss_disc_real_3: 0.23406650125980377 (0.20332774866458977) | > loss_disc_real_4: 0.22153763473033905 (0.197282551371466) | > loss_disc_real_5: 0.20632237195968628 (0.20436791486518327) | > loss_0: 2.1549911499023438 (2.2012487101616482) | > grad_norm_0: tensor(78.4319, device='cuda:0') (tensor(36.2324, device='cuda:0')) | > loss_gen: 2.97128963470459 (2.7894902032167117) | > loss_kl: 1.806868553161621 (1.764806738195493) | > loss_feat: 8.658150672912598 (8.398886326979605) | > loss_mel: 14.127975463867188 (13.730615021954518) | > loss_duration: 1.7734014987945557 (1.7135837768091404) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.33768653869629 (28.39738205606623) | > grad_norm_1: tensor(723.0311, device='cuda:0') (tensor(795.6656, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.869 (0.8481379356187132) | > loader_time: 0.0097 (0.011042891854771666)  --> TIME: 2025-05-09 02:59:09 -- STEP: 437/725 -- GLOBAL_STEP: 101400 | > loss_disc: 2.393486976623535 (2.205322000472989) | > loss_disc_real_0: 0.09914596378803253 (0.13458777573684236) | > loss_disc_real_1: 0.18575651943683624 (0.19497737196408368) | > loss_disc_real_2: 0.21207931637763977 (0.1912422510251847) | > loss_disc_real_3: 0.23397241532802582 (0.20350938844462552) | > loss_disc_real_4: 0.22547298669815063 (0.1976717544434) | > loss_disc_real_5: 0.2544408142566681 (0.20372112852348614) | > loss_0: 2.393486976623535 (2.205322000472989) | > grad_norm_0: tensor(19.0945, device='cuda:0') (tensor(36.6057, device='cuda:0')) | > loss_gen: 2.4250216484069824 (2.7909848379052216) | > loss_kl: 1.7396368980407715 (1.7638054071356555) | > loss_feat: 7.512313365936279 (8.390533890276805) | > loss_mel: 13.498456954956055 (13.731524836280526) | > loss_duration: 1.6620181798934937 (1.713189022764734) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.837448120117188 (28.390037959991385) | > grad_norm_1: tensor(349.6201, device='cuda:0') (tensor(773.8894, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8619 (0.8471522194842722) | > loader_time: 0.012 (0.010997612361777027)  --> TIME: 2025-05-09 02:59:52 -- STEP: 487/725 -- GLOBAL_STEP: 101450 | > loss_disc: 2.1063342094421387 (2.2042727485084943) | > loss_disc_real_0: 0.1312580555677414 (0.13434448708192984) | > loss_disc_real_1: 0.18005888164043427 (0.19482222609451422) | > loss_disc_real_2: 0.1646786332130432 (0.19119633645492418) | > loss_disc_real_3: 0.21854059398174286 (0.2033651932859812) | > loss_disc_real_4: 0.1612871289253235 (0.19759853012875123) | > loss_disc_real_5: 0.1989358514547348 (0.2040100791615872) | > loss_0: 2.1063342094421387 (2.2042727485084943) | > grad_norm_0: tensor(33.6171, device='cuda:0') (tensor(35.7947, device='cuda:0')) | > loss_gen: 2.929288864135742 (2.7866864835946723) | > loss_kl: 1.8084590435028076 (1.764068125209769) | > loss_feat: 9.372156143188477 (8.37581931296315) | > loss_mel: 14.451727867126465 (13.726247454570794) | > loss_duration: 1.69614839553833 (1.71386351502162) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.257780075073242 (28.36668487642825) | > grad_norm_1: tensor(996.1697, device='cuda:0') (tensor(776.2250, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8002 (0.8466837876141681) | > loader_time: 0.0116 (0.010979999996553464)  --> TIME: 2025-05-09 03:00:35 -- STEP: 537/725 -- GLOBAL_STEP: 101500 | > loss_disc: 2.1393980979919434 (2.2043600632935725) | > loss_disc_real_0: 0.14274874329566956 (0.1339173303844207) | > loss_disc_real_1: 0.21791064739227295 (0.1949813628995885) | > loss_disc_real_2: 0.187871053814888 (0.1913714607556662) | > loss_disc_real_3: 0.2055424153804779 (0.20329311409587075) | > loss_disc_real_4: 0.17980444431304932 (0.19773070772266926) | > loss_disc_real_5: 0.16147354245185852 (0.20372409646848505) | > loss_0: 2.1393980979919434 (2.2043600632935725) | > grad_norm_0: tensor(51.2567, device='cuda:0') (tensor(35.8027, device='cuda:0')) | > loss_gen: 2.7746872901916504 (2.787359907640426) | > loss_kl: 1.5854641199111938 (1.7651843283207496) | > loss_feat: 9.00645637512207 (8.382349569260292) | > loss_mel: 14.293354988098145 (13.724376264675147) | > loss_duration: 1.7376859188079834 (1.714608069238716) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.39764976501465 (28.373878127369807) | > grad_norm_1: tensor(1008.2804, device='cuda:0') (tensor(774.5159, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8455 (0.8476628533510743) | > loader_time: 0.0117 (0.010960800909685252)  --> TIME: 2025-05-09 03:01:18 -- STEP: 587/725 -- GLOBAL_STEP: 101550 | > loss_disc: 2.182286024093628 (2.2037710396150927) | > loss_disc_real_0: 0.12729443609714508 (0.13387255580680113) | > loss_disc_real_1: 0.22618263959884644 (0.1951283702096907) | > loss_disc_real_2: 0.18504200875759125 (0.19135150468227613) | > loss_disc_real_3: 0.2028712034225464 (0.20314157615833028) | > loss_disc_real_4: 0.22875432670116425 (0.19752720881767546) | > loss_disc_real_5: 0.2320673167705536 (0.20338252295931927) | > loss_0: 2.182286024093628 (2.2037710396150927) | > grad_norm_0: tensor(17.9945, device='cuda:0') (tensor(35.8673, device='cuda:0')) | > loss_gen: 2.982278347015381 (2.7878771892398153) | > loss_kl: 1.74399995803833 (1.7625290494558152) | > loss_feat: 8.050217628479004 (8.370962560481468) | > loss_mel: 13.950926780700684 (13.709369810517034) | > loss_duration: 1.6959965229034424 (1.714166945655667) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.423419952392578 (28.34490555758372) | > grad_norm_1: tensor(685.0483, device='cuda:0') (tensor(778.8826, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8554 (0.8472841561754473) | > loader_time: 0.0097 (0.010937538017000014)  --> TIME: 2025-05-09 03:02:01 -- STEP: 637/725 -- GLOBAL_STEP: 101600 | > loss_disc: 2.0689008235931396 (2.202273898072295) | > loss_disc_real_0: 0.11977531015872955 (0.13335364201402913) | > loss_disc_real_1: 0.177022323012352 (0.1952339395810521) | > loss_disc_real_2: 0.19511520862579346 (0.19128865674956827) | > loss_disc_real_3: 0.21009685099124908 (0.20305853111309763) | > loss_disc_real_4: 0.17471978068351746 (0.1973568399435312) | > loss_disc_real_5: 0.21469737589359283 (0.20321398975804247) | > loss_0: 2.0689008235931396 (2.202273898072295) | > grad_norm_0: tensor(39.6087, device='cuda:0') (tensor(35.7708, device='cuda:0')) | > loss_gen: 2.8721981048583984 (2.7900551783982412) | > loss_kl: 1.7834813594818115 (1.763254197276369) | > loss_feat: 9.139286994934082 (8.37903011238181) | > loss_mel: 14.871054649353027 (13.715476046551714) | > loss_duration: 1.6884217262268066 (1.7140032606933333) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.354442596435547 (28.36181879567577) | > grad_norm_1: tensor(1036.8707, device='cuda:0') (tensor(776.9795, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8486 (0.8471005093920358) | > loader_time: 0.0125 (0.01092067393627796)  --> TIME: 2025-05-09 03:02:44 -- STEP: 687/725 -- GLOBAL_STEP: 101650 | > loss_disc: 2.23515248298645 (2.2017577851877137) | > loss_disc_real_0: 0.13351887464523315 (0.13336468770492702) | > loss_disc_real_1: 0.1861637681722641 (0.19523694625414442) | > loss_disc_real_2: 0.19561117887496948 (0.19143092207165965) | > loss_disc_real_3: 0.1977153867483139 (0.20292372307489362) | > loss_disc_real_4: 0.2091989368200302 (0.19726124913411394) | > loss_disc_real_5: 0.16824257373809814 (0.20288678732588136) | > loss_0: 2.23515248298645 (2.2017577851877137) | > grad_norm_0: tensor(39.6940, device='cuda:0') (tensor(36.0621, device='cuda:0')) | > loss_gen: 2.6896586418151855 (2.7907057936361612) | > loss_kl: 1.6853950023651123 (1.765028187975266) | > loss_feat: 7.707449913024902 (8.377371603397988) | > loss_mel: 12.57175064086914 (13.708122483854558) | > loss_duration: 1.7168179750442505 (1.7138969400217097) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.37107276916504 (28.355125016347127) | > grad_norm_1: tensor(298.3922, device='cuda:0') (tensor(783.0800, device='cuda:0')) | > current_lr_0: 0.00019810887885159456 | > current_lr_1: 0.00019810887885159456 | > step_time: 0.8555 (0.8465997829187382) | > loader_time: 0.0126 (0.010917477212097966)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0774168968200684 (2.0774168968200684) | > loss_disc_real_0: 0.1256028413772583 (0.1256028413772583) | > loss_disc_real_1: 0.16991913318634033 (0.16991913318634033) | > loss_disc_real_2: 0.1832990050315857 (0.1832990050315857) | > loss_disc_real_3: 0.24772396683692932 (0.24772396683692932) | > loss_disc_real_4: 0.19430001080036163 (0.19430001080036163) | > loss_disc_real_5: 0.24334102869033813 (0.24334102869033813) | > loss_0: 2.0774168968200684 (2.0774168968200684) | > loss_gen: 3.1091902256011963 (3.1091902256011963) | > loss_kl: 2.0792360305786133 (2.0792360305786133) | > loss_feat: 9.045031547546387 (9.045031547546387) | > loss_mel: 15.072318077087402 (15.072318077087402) | > loss_duration: 1.684023380279541 (1.684023380279541) | > loss_1: 30.98979949951172 (30.98979949951172)  --> STEP: 1 | > loss_disc: 2.03707218170166 (2.03707218170166) | > loss_disc_real_0: 0.11198601126670837 (0.11198601126670837) | > loss_disc_real_1: 0.14160054922103882 (0.14160054922103882) | > loss_disc_real_2: 0.1757057011127472 (0.1757057011127472) | > loss_disc_real_3: 0.24638086557388306 (0.24638086557388306) | > loss_disc_real_4: 0.21577034890651703 (0.21577034890651703) | > loss_disc_real_5: 0.2665826976299286 (0.2665826976299286) | > loss_0: 2.03707218170166 (2.03707218170166) | > loss_gen: 3.183156728744507 (3.183156728744507) | > loss_kl: 2.0604681968688965 (2.0604681968688965) | > loss_feat: 9.60301399230957 (9.60301399230957) | > loss_mel: 16.323863983154297 (16.323863983154297) | > loss_duration: 1.7694954872131348 (1.7694954872131348) | > loss_1: 32.939998626708984 (32.939998626708984)  --> STEP: 2 | > loss_disc: 2.0304176807403564 (2.0337449312210083) | > loss_disc_real_0: 0.12116261571645737 (0.11657431349158287) | > loss_disc_real_1: 0.15334299206733704 (0.14747177064418793) | > loss_disc_real_2: 0.17841920256614685 (0.17706245183944702) | > loss_disc_real_3: 0.22252413630485535 (0.2344525009393692) | > loss_disc_real_4: 0.18924199044704437 (0.2025061696767807) | > loss_disc_real_5: 0.21904155611991882 (0.2428121268749237) | > loss_0: 2.0304176807403564 (2.0337449312210083) | > loss_gen: 2.968522787094116 (3.0758397579193115) | > loss_kl: 1.9004237651824951 (1.9804459810256958) | > loss_feat: 8.775662422180176 (9.189338207244873) | > loss_mel: 14.872650146484375 (15.598257064819336) | > loss_duration: 1.8159037828445435 (1.7926996350288391) | > loss_1: 30.33316421508789 (31.636581420898438)  --> STEP: 3 | > loss_disc: 2.1995182037353516 (2.0890026887257895) | > loss_disc_real_0: 0.14406569302082062 (0.12573810666799545) | > loss_disc_real_1: 0.16437403857707977 (0.15310585995515189) | > loss_disc_real_2: 0.18235881626605988 (0.17882790664831796) | > loss_disc_real_3: 0.2412496954202652 (0.2367182324330012) | > loss_disc_real_4: 0.21524788439273834 (0.20675340791543326) | > loss_disc_real_5: 0.22301490604877472 (0.23621305326620737) | > loss_0: 2.1995182037353516 (2.0890026887257895) | > loss_gen: 2.8129329681396484 (2.9882041613260903) | > loss_kl: 2.0031299591064453 (1.9880073070526123) | > loss_feat: 8.02410888671875 (8.800928433736166) | > loss_mel: 13.535436630249023 (14.910650253295898) | > loss_duration: 1.7912845611572266 (1.7922279437383015) | > loss_1: 28.166893005371094 (30.480018615722656)  --> STEP: 4 | > loss_disc: 1.956918716430664 (2.055981695652008) | > loss_disc_real_0: 0.11765781044960022 (0.12371803261339664) | > loss_disc_real_1: 0.1376538723707199 (0.14924286305904388) | > loss_disc_real_2: 0.1401304006576538 (0.16915353015065193) | > loss_disc_real_3: 0.2295861393213272 (0.2349352091550827) | > loss_disc_real_4: 0.23713645339012146 (0.2143491692841053) | > loss_disc_real_5: 0.25016582012176514 (0.23970124498009682) | > loss_0: 1.956918716430664 (2.055981695652008) | > loss_gen: 3.1954758167266846 (3.040022075176239) | > loss_kl: 1.884088158607483 (1.96202751994133) | > loss_feat: 10.438172340393066 (9.21023941040039) | > loss_mel: 17.32500648498535 (15.514239311218262) | > loss_duration: 1.7163043022155762 (1.7732470333576202) | > loss_1: 34.55904769897461 (31.499775886535645) --> EVAL PERFORMANCE | > avg_loader_time: 0.29413747787475586 (+0.014573097229003906) | > avg_loss_disc: 2.055981695652008 (-0.28595197200775146) | > avg_loss_disc_real_0: 0.12371803261339664 (-0.029435573145747185) | > avg_loss_disc_real_1: 0.14924286305904388 (-0.020532801747322083) | > avg_loss_disc_real_2: 0.16915353015065193 (-0.03515935689210892) | > avg_loss_disc_real_3: 0.2349352091550827 (-0.03329054266214371) | > avg_loss_disc_real_4: 0.2143491692841053 (-0.045789215713739395) | > avg_loss_disc_real_5: 0.23970124498009682 (-0.05503023788332939) | > avg_loss_0: 2.055981695652008 (-0.28595197200775146) | > avg_loss_gen: 3.040022075176239 (+0.3116072416305542) | > avg_loss_kl: 1.96202751994133 (+0.07928359508514404) | > avg_loss_feat: 9.21023941040039 (+1.843105435371399) | > avg_loss_mel: 15.514239311218262 (+2.4973509311676025) | > avg_loss_duration: 1.7732470333576202 (-0.004461735486984253) | > avg_loss_1: 31.499775886535645 (+4.726885795593262)  > EPOCH: 77/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 03:03:23)   --> TIME: 2025-05-09 03:03:36 -- STEP: 12/725 -- GLOBAL_STEP: 101700 | > loss_disc: 2.255521535873413 (2.2295690774917603) | > loss_disc_real_0: 0.12327533215284348 (0.1299182306975126) | > loss_disc_real_1: 0.21096749603748322 (0.20168201873699823) | > loss_disc_real_2: 0.2406415492296219 (0.1963332531352838) | > loss_disc_real_3: 0.21845799684524536 (0.2042001113295555) | > loss_disc_real_4: 0.2068728655576706 (0.1983645297586918) | > loss_disc_real_5: 0.16126739978790283 (0.20531276613473892) | > loss_0: 2.255521535873413 (2.2295690774917603) | > grad_norm_0: tensor(40.5092, device='cuda:0') (tensor(27.1783, device='cuda:0')) | > loss_gen: 2.674398422241211 (2.7629913687705994) | > loss_kl: 1.628860354423523 (1.7397951185703278) | > loss_feat: 8.490250587463379 (8.427213788032532) | > loss_mel: 14.251696586608887 (14.026922305425009) | > loss_duration: 1.7344810962677002 (1.7206572393576305) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.779687881469727 (28.67757972081502) | > grad_norm_1: tensor(983.2565, device='cuda:0') (tensor(779.7714, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.837 (0.8375849525133768) | > loader_time: 0.0098 (0.010111351807912191)  --> TIME: 2025-05-09 03:04:19 -- STEP: 62/725 -- GLOBAL_STEP: 101750 | > loss_disc: 2.236353874206543 (2.228161240777662) | > loss_disc_real_0: 0.14019399881362915 (0.13901319943608775) | > loss_disc_real_1: 0.16393527388572693 (0.1943313835128661) | > loss_disc_real_2: 0.19740033149719238 (0.1925652954847582) | > loss_disc_real_3: 0.2168283611536026 (0.20453248557544523) | > loss_disc_real_4: 0.20530425012111664 (0.19979557106571813) | > loss_disc_real_5: 0.20276112854480743 (0.20518898627450388) | > loss_0: 2.236353874206543 (2.228161240777662) | > grad_norm_0: tensor(30.6521, device='cuda:0') (tensor(34.3597, device='cuda:0')) | > loss_gen: 2.7221992015838623 (2.7542887233918716) | > loss_kl: 1.8344388008117676 (1.7790227820796352) | > loss_feat: 7.977352142333984 (8.291228748136952) | > loss_mel: 14.952363967895508 (13.81967169238675) | > loss_duration: 1.770794153213501 (1.709496227002913) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.25714683532715 (28.353708113393477) | > grad_norm_1: tensor(254.2772, device='cuda:0') (tensor(755.5613, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8532 (0.8484681613983647) | > loader_time: 0.0118 (0.010236463239116053)  --> TIME: 2025-05-09 03:05:03 -- STEP: 112/725 -- GLOBAL_STEP: 101800 | > loss_disc: 2.332730293273926 (2.2005955151149204) | > loss_disc_real_0: 0.08953358978033066 (0.133477168623358) | > loss_disc_real_1: 0.1900692582130432 (0.1934872969452824) | > loss_disc_real_2: 0.18805427849292755 (0.18966809340885707) | > loss_disc_real_3: 0.207349494099617 (0.20353274180420808) | > loss_disc_real_4: 0.18780624866485596 (0.1973138153553009) | > loss_disc_real_5: 0.1523863971233368 (0.20328029830540933) | > loss_0: 2.332730293273926 (2.2005955151149204) | > grad_norm_0: tensor(20.9849, device='cuda:0') (tensor(32.6308, device='cuda:0')) | > loss_gen: 2.855436086654663 (2.780858271888324) | > loss_kl: 1.7207832336425781 (1.7561305537819862) | > loss_feat: 8.339591026306152 (8.390640446117947) | > loss_mel: 14.346961975097656 (13.786348223686218) | > loss_duration: 1.7215945720672607 (1.7124154344201088) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.98436737060547 (28.426392878804887) | > grad_norm_1: tensor(991.5051, device='cuda:0') (tensor(782.7292, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8258 (0.8523939613785062) | > loader_time: 0.0118 (0.010554852230208264)  --> TIME: 2025-05-09 03:05:46 -- STEP: 162/725 -- GLOBAL_STEP: 101850 | > loss_disc: 2.1210286617279053 (2.2001075200092637) | > loss_disc_real_0: 0.0996013656258583 (0.13397801911205431) | > loss_disc_real_1: 0.1900758296251297 (0.19458123977169572) | > loss_disc_real_2: 0.17694248259067535 (0.18942885744718857) | > loss_disc_real_3: 0.18236468732357025 (0.20324466478677436) | > loss_disc_real_4: 0.17495961487293243 (0.19717063901968945) | > loss_disc_real_5: 0.17127737402915955 (0.2022855050953818) | > loss_0: 2.1210286617279053 (2.2001075200092637) | > grad_norm_0: tensor(27.6963, device='cuda:0') (tensor(32.7942, device='cuda:0')) | > loss_gen: 2.842888593673706 (2.7879539110042435) | > loss_kl: 1.7635271549224854 (1.7637559617007221) | > loss_feat: 9.217968940734863 (8.37660034791923) | > loss_mel: 15.04616641998291 (13.697944599905131) | > loss_duration: 1.661247730255127 (1.7116920521229873) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.531797409057617 (28.33794679759461) | > grad_norm_1: tensor(969.4324, device='cuda:0') (tensor(767.2628, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8225 (0.8501493445149173) | > loader_time: 0.0118 (0.010751846395892868)  --> TIME: 2025-05-09 03:06:29 -- STEP: 212/725 -- GLOBAL_STEP: 101900 | > loss_disc: 2.280318260192871 (2.2016835909969386) | > loss_disc_real_0: 0.13806195557117462 (0.13346860937352464) | > loss_disc_real_1: 0.19398482143878937 (0.19497690293586473) | > loss_disc_real_2: 0.20770947635173798 (0.18979140877161385) | > loss_disc_real_3: 0.20766350626945496 (0.2037963076441917) | > loss_disc_real_4: 0.19303077459335327 (0.19758613084284765) | > loss_disc_real_5: 0.21047982573509216 (0.2018931600845085) | > loss_0: 2.280318260192871 (2.2016835909969386) | > grad_norm_0: tensor(26.4668, device='cuda:0') (tensor(33.8713, device='cuda:0')) | > loss_gen: 2.750148296356201 (2.7850717159937024) | > loss_kl: 1.6380401849746704 (1.7524601918346476) | > loss_feat: 7.529354572296143 (8.319565158969949) | > loss_mel: 12.1958646774292 (13.627114979725963) | > loss_duration: 1.7050080299377441 (1.7100561013761557) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.81841468811035 (28.194268109663476) | > grad_norm_1: tensor(315.7893, device='cuda:0') (tensor(774.5608, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8419 (0.8506424978094279) | > loader_time: 0.0097 (0.010736490195652228)  --> TIME: 2025-05-09 03:07:12 -- STEP: 262/725 -- GLOBAL_STEP: 101950 | > loss_disc: 2.299241542816162 (2.2011979781944326) | > loss_disc_real_0: 0.12450607120990753 (0.1330413092923074) | > loss_disc_real_1: 0.21387802064418793 (0.1950797813425537) | > loss_disc_real_2: 0.19145174324512482 (0.19006066479300723) | > loss_disc_real_3: 0.2208118736743927 (0.20387558678861786) | > loss_disc_real_4: 0.19205963611602783 (0.1977720157108234) | > loss_disc_real_5: 0.20151689648628235 (0.20232993006023742) | > loss_0: 2.299241542816162 (2.2011979781944326) | > grad_norm_0: tensor(20.6002, device='cuda:0') (tensor(33.7499, device='cuda:0')) | > loss_gen: 2.6576693058013916 (2.787067369650339) | > loss_kl: 1.8739759922027588 (1.758237044774849) | > loss_feat: 7.463694095611572 (8.339598823139685) | > loss_mel: 12.858994483947754 (13.651274364413196) | > loss_duration: 1.6911680698394775 (1.7105252629018013) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.545501708984375 (28.24670281301018) | > grad_norm_1: tensor(882.1509, device='cuda:0') (tensor(774.2535, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8804 (0.8494525674645226) | > loader_time: 0.01 (0.010736803972084107)  --> TIME: 2025-05-09 03:07:55 -- STEP: 312/725 -- GLOBAL_STEP: 102000 | > loss_disc: 2.194375991821289 (2.2085315126639133) | > loss_disc_real_0: 0.16590039432048798 (0.13630204124806025) | > loss_disc_real_1: 0.20275986194610596 (0.19541874298682574) | > loss_disc_real_2: 0.19154781103134155 (0.19052830921151698) | > loss_disc_real_3: 0.20823553204536438 (0.20426150998817041) | > loss_disc_real_4: 0.17729875445365906 (0.19791874853082192) | > loss_disc_real_5: 0.19347985088825226 (0.20172062263083768) | > loss_0: 2.194375991821289 (2.2085315126639133) | > grad_norm_0: tensor(27.5073, device='cuda:0') (tensor(34.8579, device='cuda:0')) | > loss_gen: 2.9365289211273193 (2.7820440110487845) | > loss_kl: 1.677051067352295 (1.7567628687008834) | > loss_feat: 8.578873634338379 (8.30553603477968) | > loss_mel: 13.641752243041992 (13.61440963317187) | > loss_duration: 1.6934363842010498 (1.710207244524589) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.52764129638672 (28.16895974599398) | > grad_norm_1: tensor(673.0522, device='cuda:0') (tensor(758.4965, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.827 (0.8484392846241972) | > loader_time: 0.0121 (0.010746360589296391) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_102000.pth  --> TIME: 2025-05-09 03:08:41 -- STEP: 362/725 -- GLOBAL_STEP: 102050 | > loss_disc: 2.180901527404785 (2.2073252945315103) | > loss_disc_real_0: 0.10329940915107727 (0.13580979318332287) | > loss_disc_real_1: 0.19690658152103424 (0.19505867040947647) | > loss_disc_real_2: 0.18799567222595215 (0.19045623857013422) | > loss_disc_real_3: 0.19137194752693176 (0.20406231967454458) | > loss_disc_real_4: 0.21109604835510254 (0.19761229450531428) | > loss_disc_real_5: 0.23265860974788666 (0.2030105813102828) | > loss_0: 2.180901527404785 (2.2073252945315103) | > grad_norm_0: tensor(26.2911, device='cuda:0') (tensor(34.5685, device='cuda:0')) | > loss_gen: 2.817465305328369 (2.781050524658921) | > loss_kl: 1.851971983909607 (1.7622356586034786) | > loss_feat: 8.367780685424805 (8.319906791929387) | > loss_mel: 14.310881614685059 (13.663813896600718) | > loss_duration: 1.6501960754394531 (1.7096487405550413) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.998294830322266 (28.23665554088782) | > grad_norm_1: tensor(972.9886, device='cuda:0') (tensor(764.2747, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8533 (0.8509496160633653) | > loader_time: 0.0117 (0.010810601118519815)  --> TIME: 2025-05-09 03:09:25 -- STEP: 412/725 -- GLOBAL_STEP: 102100 | > loss_disc: 2.117568016052246 (2.2047978246096256) | > loss_disc_real_0: 0.12249725311994553 (0.1352251823449019) | > loss_disc_real_1: 0.2026514708995819 (0.19491719671534097) | > loss_disc_real_2: 0.20204667747020721 (0.19051760713596938) | > loss_disc_real_3: 0.2264082431793213 (0.2040640555177499) | > loss_disc_real_4: 0.18490177392959595 (0.1970496852204059) | > loss_disc_real_5: 0.18345792591571808 (0.20256062629587446) | > loss_0: 2.117568016052246 (2.2047978246096256) | > grad_norm_0: tensor(23.6997, device='cuda:0') (tensor(34.7656, device='cuda:0')) | > loss_gen: 2.9307634830474854 (2.7868685363565846) | > loss_kl: 1.8727879524230957 (1.7665239384452116) | > loss_feat: 8.735730171203613 (8.340381018166406) | > loss_mel: 13.702825546264648 (13.711187101104889) | > loss_duration: 1.716672420501709 (1.710284002486942) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.95878028869629 (28.315244577463393) | > grad_norm_1: tensor(802.2858, device='cuda:0') (tensor(767.7088, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8507 (0.8514006676025758) | > loader_time: 0.0162 (0.010879019510398786)  --> TIME: 2025-05-09 03:10:08 -- STEP: 462/725 -- GLOBAL_STEP: 102150 | > loss_disc: 2.228762149810791 (2.2032978028962074) | > loss_disc_real_0: 0.09001389145851135 (0.13452440343829464) | > loss_disc_real_1: 0.20175831019878387 (0.19466868958947972) | > loss_disc_real_2: 0.22884957492351532 (0.1907556182765341) | > loss_disc_real_3: 0.20740829408168793 (0.2039761444255387) | > loss_disc_real_4: 0.20237354934215546 (0.1973083115372307) | > loss_disc_real_5: 0.1446734219789505 (0.20238524014170556) | > loss_0: 2.228762149810791 (2.2032978028962074) | > grad_norm_0: tensor(44.6339, device='cuda:0') (tensor(34.6194, device='cuda:0')) | > loss_gen: 2.809898614883423 (2.788995989473352) | > loss_kl: 1.7633885145187378 (1.7662264872422981) | > loss_feat: 8.253264427185059 (8.34289754107917) | > loss_mel: 13.33791446685791 (13.71091985083246) | > loss_duration: 1.7648460865020752 (1.7107729026765535) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.92931365966797 (28.319812774658203) | > grad_norm_1: tensor(808.2817, device='cuda:0') (tensor(768.3940, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.7831 (0.850324320070671) | > loader_time: 0.01 (0.010857583124400213)  --> TIME: 2025-05-09 03:10:51 -- STEP: 512/725 -- GLOBAL_STEP: 102200 | > loss_disc: 2.2683048248291016 (2.202486489899454) | > loss_disc_real_0: 0.13893184065818787 (0.13419737406366045) | > loss_disc_real_1: 0.2127297967672348 (0.19465122313704336) | > loss_disc_real_2: 0.21129077672958374 (0.1907199344132095) | > loss_disc_real_3: 0.20981796085834503 (0.2038878883176949) | > loss_disc_real_4: 0.17229825258255005 (0.19721126690274104) | > loss_disc_real_5: 0.20038370788097382 (0.20236091103288348) | > loss_0: 2.2683048248291016 (2.202486489899454) | > grad_norm_0: tensor(40.8542, device='cuda:0') (tensor(34.8287, device='cuda:0')) | > loss_gen: 2.607016086578369 (2.790583411231638) | > loss_kl: 1.8217456340789795 (1.7656410625204444) | > loss_feat: 7.477444648742676 (8.345262913033359) | > loss_mel: 12.425498008728027 (13.72440195642412) | > loss_duration: 1.6590653657913208 (1.7116725409869105) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.99077033996582 (28.337561886757612) | > grad_norm_1: tensor(569.5550, device='cuda:0') (tensor(761.7400, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.835 (0.8497476768679915) | > loader_time: 0.0122 (0.01086166966706514)  --> TIME: 2025-05-09 03:11:34 -- STEP: 562/725 -- GLOBAL_STEP: 102250 | > loss_disc: 2.1292948722839355 (2.2023067758600874) | > loss_disc_real_0: 0.1759970635175705 (0.13391683369981017) | > loss_disc_real_1: 0.16661760210990906 (0.19474015334534894) | > loss_disc_real_2: 0.17443938553333282 (0.19067650643638012) | > loss_disc_real_3: 0.18615417182445526 (0.20376805974389312) | > loss_disc_real_4: 0.16145388782024384 (0.19740658969323405) | > loss_disc_real_5: 0.1903165876865387 (0.20230937757101775) | > loss_0: 2.1292948722839355 (2.2023067758600874) | > grad_norm_0: tensor(49.1883, device='cuda:0') (tensor(34.9958, device='cuda:0')) | > loss_gen: 2.9316468238830566 (2.7893117208073575) | > loss_kl: 1.7382034063339233 (1.765825026400149) | > loss_feat: 8.988653182983398 (8.337827187840194) | > loss_mel: 13.645528793334961 (13.715519681095657) | > loss_duration: 1.674430012702942 (1.7117795526345012) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.97846221923828 (28.32026318044425) | > grad_norm_1: tensor(878.7230, device='cuda:0') (tensor(768.2548, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8839 (0.84910831162938) | > loader_time: 0.0111 (0.010847521846404699)  --> TIME: 2025-05-09 03:12:17 -- STEP: 612/725 -- GLOBAL_STEP: 102300 | > loss_disc: 2.2360846996307373 (2.2037517023242352) | > loss_disc_real_0: 0.1157885268330574 (0.13352995426728836) | > loss_disc_real_1: 0.1994156539440155 (0.1951629539915159) | > loss_disc_real_2: 0.1929803043603897 (0.1909698508679866) | > loss_disc_real_3: 0.19580204784870148 (0.20402666327415728) | > loss_disc_real_4: 0.22556208074092865 (0.19768469473894898) | > loss_disc_real_5: 0.21167466044425964 (0.20226190263539356) | > loss_0: 2.2360846996307373 (2.2037517023242352) | > grad_norm_0: tensor(20.3144, device='cuda:0') (tensor(34.6039, device='cuda:0')) | > loss_gen: 2.691258192062378 (2.7875805582875532) | > loss_kl: 1.8528573513031006 (1.7672779051696557) | > loss_feat: 7.279160499572754 (8.33362939466837) | > loss_mel: 11.726052284240723 (13.693473812801386) | > loss_duration: 1.6479847431182861 (1.7116695543130247) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.19731330871582 (28.29363123575847) | > grad_norm_1: tensor(454.1439, device='cuda:0') (tensor(768.6431, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.801 (0.848903514201345) | > loader_time: 0.0095 (0.010836732153799015)  --> TIME: 2025-05-09 03:13:00 -- STEP: 662/725 -- GLOBAL_STEP: 102350 | > loss_disc: 2.1731953620910645 (2.2042102406752395) | > loss_disc_real_0: 0.1080600842833519 (0.1331251618365148) | > loss_disc_real_1: 0.2139120101928711 (0.19524990377829507) | > loss_disc_real_2: 0.1997692584991455 (0.19117284449115632) | > loss_disc_real_3: 0.1915009766817093 (0.20414912723162373) | > loss_disc_real_4: 0.1772599071264267 (0.1978177526836309) | > loss_disc_real_5: 0.18151594698429108 (0.20229187596510545) | > loss_0: 2.1731953620910645 (2.2042102406752395) | > grad_norm_0: tensor(28.5314, device='cuda:0') (tensor(34.7467, device='cuda:0')) | > loss_gen: 2.744957208633423 (2.7882520612272983) | > loss_kl: 1.787896990776062 (1.7669051883804117) | > loss_feat: 8.153165817260742 (8.334902407539554) | > loss_mel: 13.250120162963867 (13.699207272774503) | > loss_duration: 1.7220441102981567 (1.7121484418289905) | > amp_scaler: 256.0 (129.54682779456186) | > loss_1: 27.658184051513672 (28.301415377153017) | > grad_norm_1: tensor(974.9443, device='cuda:0') (tensor(770.5929, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.877 (0.848442032257956) | > loader_time: 0.0117 (0.010836930433428893)  --> TIME: 2025-05-09 03:13:43 -- STEP: 712/725 -- GLOBAL_STEP: 102400 | > loss_disc: 2.1247291564941406 (2.2038598438996924) | > loss_disc_real_0: 0.10143192857503891 (0.13278153131642706) | > loss_disc_real_1: 0.18252292275428772 (0.19527593173421492) | > loss_disc_real_2: 0.19720405340194702 (0.19118143180699168) | > loss_disc_real_3: 0.19323228299617767 (0.20413283319369452) | > loss_disc_real_4: 0.18815650045871735 (0.1978416887394498) | > loss_disc_real_5: 0.20419950783252716 (0.20259941197680623) | > loss_0: 2.1247291564941406 (2.2038598438996924) | > grad_norm_0: tensor(23.9835, device='cuda:0') (tensor(34.7277, device='cuda:0')) | > loss_gen: 2.9108726978302 (2.7885076316554893) | > loss_kl: 1.764174222946167 (1.7678481281808256) | > loss_feat: 8.305500030517578 (8.331409549445222) | > loss_mel: 15.25804615020752 (13.685166129905186) | > loss_duration: 1.7262749671936035 (1.7118373538336065) | > amp_scaler: 128.0 (135.01123595505607) | > loss_1: 29.964868545532227 (28.284768793020362) | > grad_norm_1: tensor(319.7237, device='cuda:0') (tensor(764.8926, device='cuda:0')) | > current_lr_0: 0.0001980841152417381 | > current_lr_1: 0.0001980841152417381 | > step_time: 0.8173 (0.8485017375329907) | > loader_time: 0.0119 (0.010843298073565022)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2721245288848877 (2.2721245288848877) | > loss_disc_real_0: 0.24706512689590454 (0.24706512689590454) | > loss_disc_real_1: 0.18377384543418884 (0.18377384543418884) | > loss_disc_real_2: 0.2308838814496994 (0.2308838814496994) | > loss_disc_real_3: 0.2534741163253784 (0.2534741163253784) | > loss_disc_real_4: 0.24851810932159424 (0.24851810932159424) | > loss_disc_real_5: 0.22116072475910187 (0.22116072475910187) | > loss_0: 2.2721245288848877 (2.2721245288848877) | > loss_gen: 3.0808563232421875 (3.0808563232421875) | > loss_kl: 2.1443347930908203 (2.1443347930908203) | > loss_feat: 9.037775039672852 (9.037775039672852) | > loss_mel: 14.943293571472168 (14.943293571472168) | > loss_duration: 1.675827980041504 (1.675827980041504) | > loss_1: 30.88208770751953 (30.88208770751953)  --> STEP: 1 | > loss_disc: 2.2501087188720703 (2.2501087188720703) | > loss_disc_real_0: 0.24440769851207733 (0.24440769851207733) | > loss_disc_real_1: 0.19547975063323975 (0.19547975063323975) | > loss_disc_real_2: 0.2234446108341217 (0.2234446108341217) | > loss_disc_real_3: 0.26713183522224426 (0.26713183522224426) | > loss_disc_real_4: 0.22650690376758575 (0.22650690376758575) | > loss_disc_real_5: 0.20315025746822357 (0.20315025746822357) | > loss_0: 2.2501087188720703 (2.2501087188720703) | > loss_gen: 3.0382304191589355 (3.0382304191589355) | > loss_kl: 1.9956570863723755 (1.9956570863723755) | > loss_feat: 8.692594528198242 (8.692594528198242) | > loss_mel: 15.10771656036377 (15.10771656036377) | > loss_duration: 1.749744176864624 (1.749744176864624) | > loss_1: 30.583942413330078 (30.583942413330078)  --> STEP: 2 | > loss_disc: 2.283463954925537 (2.2667863368988037) | > loss_disc_real_0: 0.2501562535762787 (0.247281976044178) | > loss_disc_real_1: 0.19052983820438385 (0.1930047944188118) | > loss_disc_real_2: 0.20563745498657227 (0.21454103291034698) | > loss_disc_real_3: 0.26522892713546753 (0.2661803811788559) | > loss_disc_real_4: 0.26209068298339844 (0.2442987933754921) | > loss_disc_real_5: 0.21911539137363434 (0.21113282442092896) | > loss_0: 2.283463954925537 (2.2667863368988037) | > loss_gen: 3.053114891052246 (3.045672655105591) | > loss_kl: 1.9559869766235352 (1.9758220314979553) | > loss_feat: 8.326427459716797 (8.50951099395752) | > loss_mel: 15.101877212524414 (15.104796886444092) | > loss_duration: 1.8040187358856201 (1.776881456375122) | > loss_1: 30.241426467895508 (30.412684440612793)  --> STEP: 3 | > loss_disc: 2.200929880142212 (2.2448341846466064) | > loss_disc_real_0: 0.22131891548633575 (0.23862762252489725) | > loss_disc_real_1: 0.20247867703437805 (0.1961627552906672) | > loss_disc_real_2: 0.2072371393442154 (0.21210640172163645) | > loss_disc_real_3: 0.22729696333408356 (0.25321924189726513) | > loss_disc_real_4: 0.22536017000675201 (0.2379859189192454) | > loss_disc_real_5: 0.19664429128170013 (0.20630331337451935) | > loss_0: 2.200929880142212 (2.2448341846466064) | > loss_gen: 2.9570045471191406 (3.0161166191101074) | > loss_kl: 2.1184494495391846 (2.023364504178365) | > loss_feat: 8.902687072753906 (8.640569686889648) | > loss_mel: 15.577399253845215 (15.262331008911133) | > loss_duration: 1.7800822257995605 (1.7779483795166016) | > loss_1: 31.335622787475586 (30.720330556233723)  --> STEP: 4 | > loss_disc: 2.250880241394043 (2.2463456988334656) | > loss_disc_real_0: 0.25572362542152405 (0.24290162324905396) | > loss_disc_real_1: 0.21954672038555145 (0.20200874656438828) | > loss_disc_real_2: 0.21245896816253662 (0.2121945433318615) | > loss_disc_real_3: 0.2697671055793762 (0.2573562078177929) | > loss_disc_real_4: 0.2734549045562744 (0.24685316532850266) | > loss_disc_real_5: 0.22012342512607574 (0.20975834131240845) | > loss_0: 2.250880241394043 (2.2463456988334656) | > loss_gen: 3.212956190109253 (3.065326511859894) | > loss_kl: 1.6760814189910889 (1.936543732881546) | > loss_feat: 8.648137092590332 (8.64246153831482) | > loss_mel: 15.314410209655762 (15.27535080909729) | > loss_duration: 1.7378718852996826 (1.7679292559623718) | > loss_1: 30.58945655822754 (30.687612056732178) --> EVAL PERFORMANCE | > avg_loader_time: 0.3087739944458008 (+0.014636516571044922) | > avg_loss_disc: 2.2463456988334656 (+0.19036400318145752) | > avg_loss_disc_real_0: 0.24290162324905396 (+0.11918359063565731) | > avg_loss_disc_real_1: 0.20200874656438828 (+0.05276588350534439) | > avg_loss_disc_real_2: 0.2121945433318615 (+0.043041013181209564) | > avg_loss_disc_real_3: 0.2573562078177929 (+0.02242099866271019) | > avg_loss_disc_real_4: 0.24685316532850266 (+0.032503996044397354) | > avg_loss_disc_real_5: 0.20975834131240845 (-0.02994290366768837) | > avg_loss_0: 2.2463456988334656 (+0.19036400318145752) | > avg_loss_gen: 3.065326511859894 (+0.025304436683654785) | > avg_loss_kl: 1.936543732881546 (-0.025483787059783936) | > avg_loss_feat: 8.64246153831482 (-0.5677778720855713) | > avg_loss_mel: 15.27535080909729 (-0.23888850212097168) | > avg_loss_duration: 1.7679292559623718 (-0.005317777395248413) | > avg_loss_1: 30.687612056732178 (-0.8121638298034668)  > EPOCH: 78/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 03:14:01)   --> TIME: 2025-05-09 03:14:35 -- STEP: 37/725 -- GLOBAL_STEP: 102450 | > loss_disc: 2.164919137954712 (2.223165634516123) | > loss_disc_real_0: 0.19310657680034637 (0.1397204964950278) | > loss_disc_real_1: 0.2163577675819397 (0.20026070886367076) | > loss_disc_real_2: 0.19259968400001526 (0.19097651782873515) | > loss_disc_real_3: 0.20547543466091156 (0.20262777080407018) | > loss_disc_real_4: 0.18304206430912018 (0.19675919896847494) | > loss_disc_real_5: 0.19430796802043915 (0.204414501786232) | > loss_0: 2.164919137954712 (2.223165634516123) | > grad_norm_0: tensor(41.3308, device='cuda:0') (tensor(24.9543, device='cuda:0')) | > loss_gen: 2.946885585784912 (2.7590137752326758) | > loss_kl: 1.7527409791946411 (1.7931915231653162) | > loss_feat: 8.620548248291016 (8.354247015875739) | > loss_mel: 13.261404991149902 (13.832236908577585) | > loss_duration: 1.7111570835113525 (1.7098264017620601) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.292736053466797 (28.448515299204235) | > grad_norm_1: tensor(446.9129, device='cuda:0') (tensor(649.2562, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8369 (0.8487218328424401) | > loader_time: 0.012 (0.010233962858045424)  --> TIME: 2025-05-09 03:15:17 -- STEP: 87/725 -- GLOBAL_STEP: 102500 | > loss_disc: 2.252993106842041 (2.22429155755317) | > loss_disc_real_0: 0.10730727761983871 (0.13841584727339362) | > loss_disc_real_1: 0.1724354475736618 (0.19790566823948388) | > loss_disc_real_2: 0.18690617382526398 (0.19310624160985837) | > loss_disc_real_3: 0.20572008192539215 (0.20327424574857475) | > loss_disc_real_4: 0.20913611352443695 (0.19698841390253483) | > loss_disc_real_5: 0.22420154511928558 (0.20475528603312612) | > loss_0: 2.252993106842041 (2.22429155755317) | > grad_norm_0: tensor(30.9830, device='cuda:0') (tensor(30.3617, device='cuda:0')) | > loss_gen: 2.7467801570892334 (2.7493637019190293) | > loss_kl: 1.9500420093536377 (1.787663991423859) | > loss_feat: 8.99382495880127 (8.23627914779488) | > loss_mel: 14.320929527282715 (13.607799409449786) | > loss_duration: 1.6810221672058105 (1.7135430026328426) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.69260025024414 (28.094648996988933) | > grad_norm_1: tensor(959.0352, device='cuda:0') (tensor(714.0155, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8053 (0.8442619504599735) | > loader_time: 0.0116 (0.010363074554794136)  --> TIME: 2025-05-09 03:16:01 -- STEP: 137/725 -- GLOBAL_STEP: 102550 | > loss_disc: 2.0998568534851074 (2.2206234549083845) | > loss_disc_real_0: 0.1295945644378662 (0.1380868553571458) | > loss_disc_real_1: 0.17591536045074463 (0.1965016771624558) | > loss_disc_real_2: 0.18108180165290833 (0.19199883796437814) | > loss_disc_real_3: 0.18871663510799408 (0.20381532783490902) | > loss_disc_real_4: 0.18001167476177216 (0.1976999184728539) | > loss_disc_real_5: 0.17230086028575897 (0.20418165319592413) | > loss_0: 2.0998568534851074 (2.2206234549083845) | > grad_norm_0: tensor(28.4380, device='cuda:0') (tensor(31.9426, device='cuda:0')) | > loss_gen: 2.8848648071289062 (2.755649286465053) | > loss_kl: 1.6648764610290527 (1.7833261089603396) | > loss_feat: 8.712366104125977 (8.253607495857862) | > loss_mel: 13.304189682006836 (13.594409712909782) | > loss_duration: 1.7100605964660645 (1.7136573095391268) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.276357650756836 (28.10064977102906) | > grad_norm_1: tensor(673.8489, device='cuda:0') (tensor(747.0684, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8002 (0.8458666992883611) | > loader_time: 0.0092 (0.01048602674999376)  --> TIME: 2025-05-09 03:16:44 -- STEP: 187/725 -- GLOBAL_STEP: 102600 | > loss_disc: 2.243818521499634 (2.2162581178593777) | > loss_disc_real_0: 0.14431338012218475 (0.1351608781412962) | > loss_disc_real_1: 0.19222085177898407 (0.19665466814755123) | > loss_disc_real_2: 0.17253099381923676 (0.19172901863401587) | > loss_disc_real_3: 0.22125276923179626 (0.20411115159644166) | > loss_disc_real_4: 0.19581887125968933 (0.19821392461896584) | > loss_disc_real_5: 0.1950354129076004 (0.2039100023355076) | > loss_0: 2.243818521499634 (2.2162581178593777) | > grad_norm_0: tensor(24.8178, device='cuda:0') (tensor(32.7442, device='cuda:0')) | > loss_gen: 2.6793506145477295 (2.7608200012043835) | > loss_kl: 1.8941019773483276 (1.7750699073873102) | > loss_feat: 7.979600429534912 (8.29358609857407) | > loss_mel: 13.402015686035156 (13.644810742872922) | > loss_duration: 1.738956093788147 (1.7142857268532332) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.69402503967285 (28.18857236851983) | > grad_norm_1: tensor(891.0088, device='cuda:0') (tensor(763.5011, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8463 (0.8455076842384542) | > loader_time: 0.0141 (0.010534086329414239)  --> TIME: 2025-05-09 03:17:27 -- STEP: 237/725 -- GLOBAL_STEP: 102650 | > loss_disc: 2.3219516277313232 (2.21374114756846) | > loss_disc_real_0: 0.20303010940551758 (0.1346787565745382) | > loss_disc_real_1: 0.2028685212135315 (0.1963006421483519) | > loss_disc_real_2: 0.22676444053649902 (0.19152873553304228) | > loss_disc_real_3: 0.21661436557769775 (0.20414715571494046) | > loss_disc_real_4: 0.18454483151435852 (0.1983244553019729) | > loss_disc_real_5: 0.2690437436103821 (0.2043574969225292) | > loss_0: 2.3219516277313232 (2.21374114756846) | > grad_norm_0: tensor(50.5940, device='cuda:0') (tensor(33.2932, device='cuda:0')) | > loss_gen: 2.9422645568847656 (2.7720806447765494) | > loss_kl: 1.9915854930877686 (1.7782754143582116) | > loss_feat: 7.819416522979736 (8.32922125466263) | > loss_mel: 14.351699829101562 (13.705988590224383) | > loss_duration: 1.6930478811264038 (1.713107956109671) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.79801368713379 (28.298673758526895) | > grad_norm_1: tensor(597.9545, device='cuda:0') (tensor(749.2640, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8186 (0.8465288299045483) | > loader_time: 0.0113 (0.010607040381129777)  --> TIME: 2025-05-09 03:18:10 -- STEP: 287/725 -- GLOBAL_STEP: 102700 | > loss_disc: 2.3599438667297363 (2.2127862873808466) | > loss_disc_real_0: 0.33486583828926086 (0.1348584263426502) | > loss_disc_real_1: 0.19895173609256744 (0.1960084981411592) | > loss_disc_real_2: 0.18477760255336761 (0.191474590048142) | > loss_disc_real_3: 0.21129493415355682 (0.20404028793868292) | > loss_disc_real_4: 0.18751837313175201 (0.1982617092153337) | > loss_disc_real_5: 0.23492445051670074 (0.20483075907836812) | > loss_0: 2.3599438667297363 (2.2127862873808466) | > grad_norm_0: tensor(107.3436, device='cuda:0') (tensor(33.3087, device='cuda:0')) | > loss_gen: 2.9542813301086426 (2.770956405779211) | > loss_kl: 1.5961264371871948 (1.7752934964276357) | > loss_feat: 8.942692756652832 (8.329475058911159) | > loss_mel: 14.460431098937988 (13.682515244035358) | > loss_duration: 1.7209429740905762 (1.7130127439100156) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.674474716186523 (28.27125291458821) | > grad_norm_1: tensor(1116.6625, device='cuda:0') (tensor(753.2266, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.7932 (0.8469856400107674) | > loader_time: 0.0119 (0.010696003245975076)  --> TIME: 2025-05-09 03:18:53 -- STEP: 337/725 -- GLOBAL_STEP: 102750 | > loss_disc: 2.279623508453369 (2.215818424253156) | > loss_disc_real_0: 0.1800401508808136 (0.13678009171337335) | > loss_disc_real_1: 0.21139608323574066 (0.19617616400697468) | > loss_disc_real_2: 0.20306377112865448 (0.19141764288840016) | > loss_disc_real_3: 0.22971202433109283 (0.20411546563713062) | > loss_disc_real_4: 0.2075151801109314 (0.1983218927942327) | > loss_disc_real_5: 0.2500725984573364 (0.20408226346226765) | > loss_0: 2.279623508453369 (2.215818424253156) | > grad_norm_0: tensor(56.4606, device='cuda:0') (tensor(32.9743, device='cuda:0')) | > loss_gen: 2.897188425064087 (2.7643715946186176) | > loss_kl: 1.7644413709640503 (1.7727183673077591) | > loss_feat: 8.096345901489258 (8.29275889920198) | > loss_mel: 13.95398998260498 (13.632448485060335) | > loss_duration: 1.6940463781356812 (1.7117470955636456) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.4060115814209 (28.17404441380713) | > grad_norm_1: tensor(885.0976, device='cuda:0') (tensor(737.6800, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8758 (0.8465159682208779) | > loader_time: 0.0111 (0.010724539572831782)  --> TIME: 2025-05-09 03:19:36 -- STEP: 387/725 -- GLOBAL_STEP: 102800 | > loss_disc: 2.1624717712402344 (2.211770740590356) | > loss_disc_real_0: 0.15437856316566467 (0.1354027845215736) | > loss_disc_real_1: 0.21088090538978577 (0.1961064914323255) | > loss_disc_real_2: 0.19239042699337006 (0.19128212656161575) | > loss_disc_real_3: 0.22949282824993134 (0.203866531297526) | > loss_disc_real_4: 0.2123209834098816 (0.19833846679029538) | > loss_disc_real_5: 0.19721519947052002 (0.20341286455938065) | > loss_0: 2.1624717712402344 (2.211770740590356) | > grad_norm_0: tensor(65.2771, device='cuda:0') (tensor(33.1753, device='cuda:0')) | > loss_gen: 3.02752685546875 (2.769402842805058) | > loss_kl: 1.7893623113632202 (1.770588709402454) | > loss_feat: 8.822792053222656 (8.302031139994776) | > loss_mel: 14.281654357910156 (13.62931779373524) | > loss_duration: 1.7896580696105957 (1.7116323792657189) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.71099281311035 (28.18297284641315) | > grad_norm_1: tensor(1109.0984, device='cuda:0') (tensor(743.5650, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8678 (0.8463534187592895) | > loader_time: 0.012 (0.010749625297171815)  --> TIME: 2025-05-09 03:20:19 -- STEP: 437/725 -- GLOBAL_STEP: 102850 | > loss_disc: 2.216946601867676 (2.211768925871949) | > loss_disc_real_0: 0.17308072745800018 (0.13586832937577775) | > loss_disc_real_1: 0.1904001384973526 (0.19594609133848068) | > loss_disc_real_2: 0.22226929664611816 (0.19103584566432763) | > loss_disc_real_3: 0.20594589412212372 (0.20394982544181003) | > loss_disc_real_4: 0.2089228332042694 (0.19847030177269157) | > loss_disc_real_5: 0.21652598679065704 (0.20354866040380384) | > loss_0: 2.216946601867676 (2.211768925871949) | > grad_norm_0: tensor(46.5358, device='cuda:0') (tensor(33.8559, device='cuda:0')) | > loss_gen: 2.8833518028259277 (2.7696383937818223) | > loss_kl: 1.773523211479187 (1.7660742567114753) | > loss_feat: 8.20611572265625 (8.301052440494916) | > loss_mel: 13.516777992248535 (13.600145758971472) | > loss_duration: 1.6819778680801392 (1.7114099752439245) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.061748504638672 (28.148320793832738) | > grad_norm_1: tensor(647.4266, device='cuda:0') (tensor(746.4003, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8766 (0.845853464554322) | > loader_time: 0.0111 (0.010779284776211874)  --> TIME: 2025-05-09 03:21:02 -- STEP: 487/725 -- GLOBAL_STEP: 102900 | > loss_disc: 2.25142765045166 (2.213530883407203) | > loss_disc_real_0: 0.15757986903190613 (0.13633635958362164) | > loss_disc_real_1: 0.17823278903961182 (0.19603681148200067) | > loss_disc_real_2: 0.19050127267837524 (0.1911287029298668) | > loss_disc_real_3: 0.20482833683490753 (0.20396130613110638) | > loss_disc_real_4: 0.18951857089996338 (0.19842001397996467) | > loss_disc_real_5: 0.20330098271369934 (0.20381385975305066) | > loss_0: 2.25142765045166 (2.213530883407203) | > grad_norm_0: tensor(29.7188, device='cuda:0') (tensor(33.2781, device='cuda:0')) | > loss_gen: 2.650660276412964 (2.765324585246843) | > loss_kl: 1.694851279258728 (1.763101577758789) | > loss_feat: 7.910641670227051 (8.279516676368171) | > loss_mel: 12.442633628845215 (13.580517334125371) | > loss_duration: 1.724804162979126 (1.7128992386667148) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.4235897064209 (28.10135939282803) | > grad_norm_1: tensor(438.6665, device='cuda:0') (tensor(743.7745, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.7978 (0.8464110240309636) | > loader_time: 0.0117 (0.010840584365249413)  --> TIME: 2025-05-09 03:21:45 -- STEP: 537/725 -- GLOBAL_STEP: 102950 | > loss_disc: 2.2922449111938477 (2.2112898813279664) | > loss_disc_real_0: 0.2900725305080414 (0.13565599210768436) | > loss_disc_real_1: 0.2254193127155304 (0.19571125232640593) | > loss_disc_real_2: 0.20757384598255157 (0.1914099319465111) | > loss_disc_real_3: 0.18658782541751862 (0.20382534303256697) | > loss_disc_real_4: 0.16707074642181396 (0.19834708656900643) | > loss_disc_real_5: 0.19091199338436127 (0.20340426810071902) | > loss_0: 2.2922449111938477 (2.2112898813279664) | > grad_norm_0: tensor(101.4153, device='cuda:0') (tensor(33.7513, device='cuda:0')) | > loss_gen: 2.981564521789551 (2.771591594543314) | > loss_kl: 1.665473461151123 (1.7623366161875662) | > loss_feat: 8.469389915466309 (8.288355902808563) | > loss_mel: 14.380311012268066 (13.596614771937082) | > loss_duration: 1.7334840297698975 (1.7134605262088598) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.230222702026367 (28.132359399919846) | > grad_norm_1: tensor(1116.1013, device='cuda:0') (tensor(744.4957, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8427 (0.8460911647789529) | > loader_time: 0.0099 (0.010863014217639544)  --> TIME: 2025-05-09 03:22:28 -- STEP: 587/725 -- GLOBAL_STEP: 103000 | > loss_disc: 2.3722293376922607 (2.211678710463102) | > loss_disc_real_0: 0.16293179988861084 (0.13536856922573273) | > loss_disc_real_1: 0.21747788786888123 (0.1959455675069478) | > loss_disc_real_2: 0.20615622401237488 (0.19159132054351669) | > loss_disc_real_3: 0.2339002937078476 (0.2038337995744036) | > loss_disc_real_4: 0.24576812982559204 (0.19840839060953172) | > loss_disc_real_5: 0.22499330341815948 (0.20322373118473688) | > loss_0: 2.3722293376922607 (2.211678710463102) | > grad_norm_0: tensor(32.1390, device='cuda:0') (tensor(33.9089, device='cuda:0')) | > loss_gen: 2.5122623443603516 (2.774443872133348) | > loss_kl: 1.8525631427764893 (1.7603093036394915) | > loss_feat: 6.215512275695801 (8.299200418657506) | > loss_mel: 13.053919792175293 (13.622443176412506) | > loss_duration: 1.6996275186538696 (1.7133760167955334) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.33388328552246 (28.16977278337365) | > grad_norm_1: tensor(173.9673, device='cuda:0') (tensor(743.4531, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8313 (0.8454498927881613) | > loader_time: 0.0121 (0.010875768515279787) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_103000.pth  --> TIME: 2025-05-09 03:23:14 -- STEP: 637/725 -- GLOBAL_STEP: 103050 | > loss_disc: 2.208225727081299 (2.211589374385041) | > loss_disc_real_0: 0.1458207368850708 (0.13576481223480658) | > loss_disc_real_1: 0.20411477982997894 (0.19585890415324891) | > loss_disc_real_2: 0.18596094846725464 (0.19156432502685203) | > loss_disc_real_3: 0.2078079879283905 (0.20376086614008415) | > loss_disc_real_4: 0.20174849033355713 (0.19828925240825823) | > loss_disc_real_5: 0.2446083128452301 (0.20314386227347983) | > loss_0: 2.208225727081299 (2.211589374385041) | > grad_norm_0: tensor(43.3743, device='cuda:0') (tensor(33.9590, device='cuda:0')) | > loss_gen: 2.8960485458374023 (2.772440659195136) | > loss_kl: 1.916674256324768 (1.76052425776022) | > loss_feat: 8.319130897521973 (8.291494649470888) | > loss_mel: 14.103219032287598 (13.615896823829166) | > loss_duration: 1.6887314319610596 (1.7135223715421357) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.923805236816406 (28.153878746451912) | > grad_norm_1: tensor(1199.1091, device='cuda:0') (tensor(746.1524, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8277 (0.845012290885722) | > loader_time: 0.0121 (0.010900786757656307)  --> TIME: 2025-05-09 03:23:56 -- STEP: 687/725 -- GLOBAL_STEP: 103100 | > loss_disc: 2.322211980819702 (2.2096746302761576) | > loss_disc_real_0: 0.1416974812746048 (0.135313427615287) | > loss_disc_real_1: 0.19475556910037994 (0.1957437689083979) | > loss_disc_real_2: 0.1932370662689209 (0.19163315297474506) | > loss_disc_real_3: 0.1975884735584259 (0.20343812647258003) | > loss_disc_real_4: 0.18044757843017578 (0.1982076978839641) | > loss_disc_real_5: 0.1995917409658432 (0.20276633818163456) | > loss_0: 2.322211980819702 (2.2096746302761576) | > grad_norm_0: tensor(24.2650, device='cuda:0') (tensor(34.2444, device='cuda:0')) | > loss_gen: 2.5651326179504395 (2.7759873183360058) | > loss_kl: 1.6929244995117188 (1.7617342826060332) | > loss_feat: 7.538557052612305 (8.303342222993903) | > loss_mel: 11.637104034423828 (13.62527548277743) | > loss_duration: 1.7205986976623535 (1.7138294007580352) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.154315948486328 (28.180168698795324) | > grad_norm_1: tensor(727.3550, device='cuda:0') (tensor(748.1570, device='cuda:0')) | > current_lr_0: 0.00019805935472733287 | > current_lr_1: 0.00019805935472733287 | > step_time: 0.8395 (0.8441356116854297) | > loader_time: 0.0121 (0.010946657980373323)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2465407848358154 (2.2465407848358154) | > loss_disc_real_0: 0.14205899834632874 (0.14205899834632874) | > loss_disc_real_1: 0.20031969249248505 (0.20031969249248505) | > loss_disc_real_2: 0.1640387922525406 (0.1640387922525406) | > loss_disc_real_3: 0.20252913236618042 (0.20252913236618042) | > loss_disc_real_4: 0.22660167515277863 (0.22660167515277863) | > loss_disc_real_5: 0.23215968906879425 (0.23215968906879425) | > loss_0: 2.2465407848358154 (2.2465407848358154) | > loss_gen: 2.6134469509124756 (2.6134469509124756) | > loss_kl: 2.0217299461364746 (2.0217299461364746) | > loss_feat: 7.978050708770752 (7.978050708770752) | > loss_mel: 13.639457702636719 (13.639457702636719) | > loss_duration: 1.699070930480957 (1.699070930480957) | > loss_1: 27.95175552368164 (27.95175552368164)  --> STEP: 1 | > loss_disc: 2.2646796703338623 (2.2646796703338623) | > loss_disc_real_0: 0.1537787914276123 (0.1537787914276123) | > loss_disc_real_1: 0.17867019772529602 (0.17867019772529602) | > loss_disc_real_2: 0.16547048091888428 (0.16547048091888428) | > loss_disc_real_3: 0.19302478432655334 (0.19302478432655334) | > loss_disc_real_4: 0.21068695187568665 (0.21068695187568665) | > loss_disc_real_5: 0.23860110342502594 (0.23860110342502594) | > loss_0: 2.2646796703338623 (2.2646796703338623) | > loss_gen: 2.5241880416870117 (2.5241880416870117) | > loss_kl: 1.9842609167099 (1.9842609167099) | > loss_feat: 7.812689304351807 (7.812689304351807) | > loss_mel: 13.73344898223877 (13.73344898223877) | > loss_duration: 1.7668495178222656 (1.7668495178222656) | > loss_1: 27.82143783569336 (27.82143783569336)  --> STEP: 2 | > loss_disc: 2.1840474605560303 (2.2243635654449463) | > loss_disc_real_0: 0.1186438649892807 (0.1362113282084465) | > loss_disc_real_1: 0.17902860045433044 (0.17884939908981323) | > loss_disc_real_2: 0.15616729855537415 (0.1608188897371292) | > loss_disc_real_3: 0.1728157103061676 (0.18292024731636047) | > loss_disc_real_4: 0.19108276069164276 (0.2008848562836647) | > loss_disc_real_5: 0.2280253916978836 (0.23331324756145477) | > loss_0: 2.1840474605560303 (2.2243635654449463) | > loss_gen: 2.6511757373809814 (2.5876818895339966) | > loss_kl: 1.7970573902130127 (1.8906591534614563) | > loss_feat: 9.475920677185059 (8.644304990768433) | > loss_mel: 16.572343826293945 (15.152896404266357) | > loss_duration: 1.8307054042816162 (1.798777461051941) | > loss_1: 32.32720184326172 (30.07431983947754)  --> STEP: 3 | > loss_disc: 2.2140920162200928 (2.2209397157033286) | > loss_disc_real_0: 0.15766459703445435 (0.14336241781711578) | > loss_disc_real_1: 0.1949528306722641 (0.18421720961729685) | > loss_disc_real_2: 0.16749924421310425 (0.16304567456245422) | > loss_disc_real_3: 0.19668909907341003 (0.18750986456871033) | > loss_disc_real_4: 0.20562249422073364 (0.20246406892935434) | > loss_disc_real_5: 0.2138250321149826 (0.22681717574596405) | > loss_0: 2.2140920162200928 (2.2209397157033286) | > loss_gen: 2.6225075721740723 (2.599290450414022) | > loss_kl: 1.8735836744308472 (1.88496732711792) | > loss_feat: 8.041820526123047 (8.443476835886637) | > loss_mel: 14.330570220947266 (14.878787676493326) | > loss_duration: 1.8114852905273438 (1.8030134042104085) | > loss_1: 28.679967880249023 (29.609535853068035)  --> STEP: 4 | > loss_disc: 2.1724510192871094 (2.2088175415992737) | > loss_disc_real_0: 0.12855462729930878 (0.13966047018766403) | > loss_disc_real_1: 0.17602068185806274 (0.18216807767748833) | > loss_disc_real_2: 0.14491063356399536 (0.1585119143128395) | > loss_disc_real_3: 0.18508534133434296 (0.18690373376011848) | > loss_disc_real_4: 0.18240845203399658 (0.1974501647055149) | > loss_disc_real_5: 0.2541119456291199 (0.233640868216753) | > loss_0: 2.1724510192871094 (2.2088175415992737) | > loss_gen: 2.650862455368042 (2.612183451652527) | > loss_kl: 1.9681047201156616 (1.9057516753673553) | > loss_feat: 9.237005233764648 (8.64185893535614) | > loss_mel: 14.976516723632812 (14.903219938278198) | > loss_duration: 1.7400338649749756 (1.7872685194015503) | > loss_1: 30.572521209716797 (29.850282192230225) --> EVAL PERFORMANCE | > avg_loader_time: 0.3225752115249634 (+0.013801217079162598) | > avg_loss_disc: 2.2088175415992737 (-0.037528157234191895) | > avg_loss_disc_real_0: 0.13966047018766403 (-0.10324115306138992) | > avg_loss_disc_real_1: 0.18216807767748833 (-0.019840668886899948) | > avg_loss_disc_real_2: 0.1585119143128395 (-0.05368262901902199) | > avg_loss_disc_real_3: 0.18690373376011848 (-0.07045247405767441) | > avg_loss_disc_real_4: 0.1974501647055149 (-0.04940300062298775) | > avg_loss_disc_real_5: 0.233640868216753 (+0.02388252690434456) | > avg_loss_0: 2.2088175415992737 (-0.037528157234191895) | > avg_loss_gen: 2.612183451652527 (-0.45314306020736694) | > avg_loss_kl: 1.9057516753673553 (-0.030792057514190674) | > avg_loss_feat: 8.64185893535614 (-0.0006026029586791992) | > avg_loss_mel: 14.903219938278198 (-0.3721308708190918) | > avg_loss_duration: 1.7872685194015503 (+0.019339263439178467) | > avg_loss_1: 29.850282192230225 (-0.8373298645019531)  > EPOCH: 79/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 03:24:35)   --> TIME: 2025-05-09 03:24:47 -- STEP: 12/725 -- GLOBAL_STEP: 103150 | > loss_disc: 2.220012664794922 (2.182785034179688) | > loss_disc_real_0: 0.10514473915100098 (0.13328698401649794) | > loss_disc_real_1: 0.16732341051101685 (0.19482359290122986) | > loss_disc_real_2: 0.21975192427635193 (0.19462915509939194) | > loss_disc_real_3: 0.22505870461463928 (0.2019712751110395) | > loss_disc_real_4: 0.18789789080619812 (0.1943517935772737) | > loss_disc_real_5: 0.1492905616760254 (0.18715514491001764) | > loss_0: 2.220012664794922 (2.182785034179688) | > grad_norm_0: tensor(23.1986, device='cuda:0') (tensor(38.6133, device='cuda:0')) | > loss_gen: 2.719719171524048 (2.8607345819473267) | > loss_kl: 1.68183171749115 (1.7278077105681102) | > loss_feat: 8.57067584991455 (8.479509711265564) | > loss_mel: 15.30261516571045 (14.066686948140463) | > loss_duration: 1.7609355449676514 (1.7219611803690593) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.035776138305664 (28.8567001024882) | > grad_norm_1: tensor(727.0400, device='cuda:0') (tensor(633.8176, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8443 (0.8379454811414083) | > loader_time: 0.0085 (0.01020510991414388)  --> TIME: 2025-05-09 03:25:31 -- STEP: 62/725 -- GLOBAL_STEP: 103200 | > loss_disc: 2.3292734622955322 (2.184980119428327) | > loss_disc_real_0: 0.10802575945854187 (0.13049096277644553) | > loss_disc_real_1: 0.18484316766262054 (0.19447581181603094) | > loss_disc_real_2: 0.19076554477214813 (0.19056934598953493) | > loss_disc_real_3: 0.21183708310127258 (0.2021366639002677) | > loss_disc_real_4: 0.18470287322998047 (0.19707095887391798) | > loss_disc_real_5: 0.1848793476819992 (0.1977896779294937) | > loss_0: 2.3292734622955322 (2.184980119428327) | > grad_norm_0: tensor(25.7729, device='cuda:0') (tensor(36.3936, device='cuda:0')) | > loss_gen: 2.504852771759033 (2.832201411647181) | > loss_kl: 1.9070621728897095 (1.730082348469765) | > loss_feat: 7.356383323669434 (8.5198234896506) | > loss_mel: 12.729879379272461 (13.878405186437792) | > loss_duration: 1.7740992307662964 (1.7106414321930177) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.272275924682617 (28.67115374534361) | > grad_norm_1: tensor(772.7896, device='cuda:0') (tensor(756.0101, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8588 (0.8518788160816315) | > loader_time: 0.0125 (0.010556040271635979)  --> TIME: 2025-05-09 03:26:14 -- STEP: 112/725 -- GLOBAL_STEP: 103250 | > loss_disc: 2.2138924598693848 (2.1838436467306965) | > loss_disc_real_0: 0.1627945452928543 (0.12983320473826354) | > loss_disc_real_1: 0.22357545793056488 (0.19434811188174145) | > loss_disc_real_2: 0.2031501680612564 (0.1908790451873626) | > loss_disc_real_3: 0.18859602510929108 (0.20168776703732355) | > loss_disc_real_4: 0.182891383767128 (0.19719944295606437) | > loss_disc_real_5: 0.19556327164173126 (0.19898538344672745) | > loss_0: 2.2138924598693848 (2.1838436467306965) | > grad_norm_0: tensor(47.5992, device='cuda:0') (tensor(37.1842, device='cuda:0')) | > loss_gen: 2.838346242904663 (2.8182113809244975) | > loss_kl: 1.6634154319763184 (1.745251582137176) | > loss_feat: 7.71627140045166 (8.489943219082699) | > loss_mel: 12.544045448303223 (13.75539402450834) | > loss_duration: 1.7197728157043457 (1.7160522905843598) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.48185157775879 (28.52485236099788) | > grad_norm_1: tensor(895.8610, device='cuda:0') (tensor(814.1649, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8373 (0.8491163679531643) | > loader_time: 0.0104 (0.01074662378856114)  --> TIME: 2025-05-09 03:26:57 -- STEP: 162/725 -- GLOBAL_STEP: 103300 | > loss_disc: 2.1911492347717285 (2.1890731380309596) | > loss_disc_real_0: 0.14330939948558807 (0.13278004154562953) | > loss_disc_real_1: 0.20143058896064758 (0.1942585313025816) | > loss_disc_real_2: 0.18367241322994232 (0.19081261468890276) | > loss_disc_real_3: 0.20536205172538757 (0.2014878257925128) | > loss_disc_real_4: 0.17677956819534302 (0.19711506072385807) | > loss_disc_real_5: 0.18284790217876434 (0.2005637789398064) | > loss_0: 2.1911492347717285 (2.1890731380309596) | > grad_norm_0: tensor(74.6819, device='cuda:0') (tensor(37.9319, device='cuda:0')) | > loss_gen: 2.6288809776306152 (2.8025041097476153) | > loss_kl: 1.853337049484253 (1.7542395378336495) | > loss_feat: 7.6087212562561035 (8.460355867574247) | > loss_mel: 13.064791679382324 (13.729096177183552) | > loss_duration: 1.6663086414337158 (1.7158691323833697) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.822040557861328 (28.46206470772071) | > grad_norm_1: tensor(1177.6869, device='cuda:0') (tensor(810.1782, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8142 (0.8509154172591223) | > loader_time: 0.0107 (0.010598842008614249)  --> TIME: 2025-05-09 03:27:40 -- STEP: 212/725 -- GLOBAL_STEP: 103350 | > loss_disc: 2.1575138568878174 (2.1914265386338494) | > loss_disc_real_0: 0.1465335488319397 (0.13284580571190374) | > loss_disc_real_1: 0.16514068841934204 (0.19451992930668704) | > loss_disc_real_2: 0.15908034145832062 (0.19055439342024197) | > loss_disc_real_3: 0.19552992284297943 (0.20216889918412803) | > loss_disc_real_4: 0.1750498265028 (0.19694325883152347) | > loss_disc_real_5: 0.186039999127388 (0.20116654312554397) | > loss_0: 2.1575138568878174 (2.1914265386338494) | > grad_norm_0: tensor(23.9840, device='cuda:0') (tensor(38.0837, device='cuda:0')) | > loss_gen: 2.7793872356414795 (2.7991165293837494) | > loss_kl: 1.5820322036743164 (1.7683381910594005) | > loss_feat: 8.886090278625488 (8.461787639923822) | > loss_mel: 14.101324081420898 (13.743499512942332) | > loss_duration: 1.709204912185669 (1.7143871593025493) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.05803871154785 (28.48712894151795) | > grad_norm_1: tensor(285.7363, device='cuda:0') (tensor(811.9004, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8318 (0.8489481986693618) | > loader_time: 0.0106 (0.010561934057271712)  --> TIME: 2025-05-09 03:28:23 -- STEP: 262/725 -- GLOBAL_STEP: 103400 | > loss_disc: 2.279104471206665 (2.19339186817635) | > loss_disc_real_0: 0.14153538644313812 (0.1321741209173476) | > loss_disc_real_1: 0.21031208336353302 (0.19456167365530974) | > loss_disc_real_2: 0.22285059094429016 (0.19111283419241437) | > loss_disc_real_3: 0.22313052415847778 (0.20265974491152144) | > loss_disc_real_4: 0.19357489049434662 (0.19728766097367262) | > loss_disc_real_5: 0.21605852246284485 (0.20171458603999087) | > loss_0: 2.279104471206665 (2.19339186817635) | > grad_norm_0: tensor(54.9013, device='cuda:0') (tensor(39.1365, device='cuda:0')) | > loss_gen: 2.6251134872436523 (2.8017973972640875) | > loss_kl: 1.7424530982971191 (1.7725626544187998) | > loss_feat: 7.256447792053223 (8.471866141748798) | > loss_mel: 13.316225051879883 (13.782223734236856) | > loss_duration: 1.691514253616333 (1.7149973579945452) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.63175392150879 (28.54344719602861) | > grad_norm_1: tensor(793.3611, device='cuda:0') (tensor(807.9854, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8879 (0.8474842673949614) | > loader_time: 0.0099 (0.010586439198210043)  --> TIME: 2025-05-09 03:29:06 -- STEP: 312/725 -- GLOBAL_STEP: 103450 | > loss_disc: 2.1055965423583984 (2.190945843855539) | > loss_disc_real_0: 0.14657917618751526 (0.1315531864857827) | > loss_disc_real_1: 0.20254969596862793 (0.1945745853277353) | > loss_disc_real_2: 0.19608622789382935 (0.19073475042405813) | > loss_disc_real_3: 0.17147524654865265 (0.20275816001380095) | > loss_disc_real_4: 0.1805395483970642 (0.1967039794111863) | > loss_disc_real_5: 0.20844829082489014 (0.20174745250588813) | > loss_0: 2.1055965423583984 (2.190945843855539) | > grad_norm_0: tensor(74.8858, device='cuda:0') (tensor(38.6347, device='cuda:0')) | > loss_gen: 3.045639991760254 (2.8007022975346976) | > loss_kl: 1.7620903253555298 (1.769144213734529) | > loss_feat: 8.938176155090332 (8.46316316036078) | > loss_mel: 13.703794479370117 (13.76992414853512) | > loss_duration: 1.7198700904846191 (1.7141652775880611) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.16956901550293 (28.517099001468743) | > grad_norm_1: tensor(788.1288, device='cuda:0') (tensor(808.7377, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8401 (0.8458705521546878) | > loader_time: 0.0097 (0.010573955682607807)  --> TIME: 2025-05-09 03:29:49 -- STEP: 362/725 -- GLOBAL_STEP: 103500 | > loss_disc: 2.1798224449157715 (2.1982826798001693) | > loss_disc_real_0: 0.11110986024141312 (0.13262458863920276) | > loss_disc_real_1: 0.19539304077625275 (0.1950647019220321) | > loss_disc_real_2: 0.21415725350379944 (0.19124443590311718) | > loss_disc_real_3: 0.20246484875679016 (0.20338809453156764) | > loss_disc_real_4: 0.20689807832241058 (0.19751381462450185) | > loss_disc_real_5: 0.19417838752269745 (0.20207085098186253) | > loss_0: 2.1798224449157715 (2.1982826798001693) | > grad_norm_0: tensor(55.4224, device='cuda:0') (tensor(38.3597, device='cuda:0')) | > loss_gen: 2.9277472496032715 (2.791536863996178) | > loss_kl: 1.9013639688491821 (1.767058837150342) | > loss_feat: 9.518756866455078 (8.399239428135571) | > loss_mel: 15.431464195251465 (13.690790416127413) | > loss_duration: 1.670091152191162 (1.7129023216705948) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.449424743652344 (28.361527806487523) | > grad_norm_1: tensor(1190.9999, device='cuda:0') (tensor(814.1770, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8392 (0.8458114012828848) | > loader_time: 0.0103 (0.010615769012198278)  --> TIME: 2025-05-09 03:30:32 -- STEP: 412/725 -- GLOBAL_STEP: 103550 | > loss_disc: 2.411003589630127 (2.199280001295422) | > loss_disc_real_0: 0.2515419125556946 (0.1341475609292104) | > loss_disc_real_1: 0.20028303563594818 (0.19498926737499472) | > loss_disc_real_2: 0.2149760127067566 (0.1910002043886671) | > loss_disc_real_3: 0.22493430972099304 (0.20341993796015242) | > loss_disc_real_4: 0.25645801424980164 (0.1974349297872446) | > loss_disc_real_5: 0.20896567404270172 (0.2017524137514309) | > loss_0: 2.411003589630127 (2.199280001295422) | > grad_norm_0: tensor(51.7692, device='cuda:0') (tensor(39.0054, device='cuda:0')) | > loss_gen: 2.733876943588257 (2.7960987779700623) | > loss_kl: 1.720514178276062 (1.7636411418613878) | > loss_feat: 6.894189357757568 (8.404694931021014) | > loss_mel: 12.207490921020508 (13.702474226071999) | > loss_duration: 1.7166128158569336 (1.713037796680209) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.272682189941406 (28.379946838304825) | > grad_norm_1: tensor(814.1227, device='cuda:0') (tensor(804.2405, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8426 (0.8451551806579516) | > loader_time: 0.0104 (0.010585412238408072)  --> TIME: 2025-05-09 03:31:14 -- STEP: 462/725 -- GLOBAL_STEP: 103600 | > loss_disc: 2.2719249725341797 (2.200640851543063) | > loss_disc_real_0: 0.13978125154972076 (0.13404822172153566) | > loss_disc_real_1: 0.2000887542963028 (0.1949872644819739) | > loss_disc_real_2: 0.22143924236297607 (0.19152075152247502) | > loss_disc_real_3: 0.24457237124443054 (0.203419791252324) | > loss_disc_real_4: 0.23285813629627228 (0.19733804032142027) | > loss_disc_real_5: 0.20533430576324463 (0.2020367158504276) | > loss_0: 2.2719249725341797 (2.200640851543063) | > grad_norm_0: tensor(58.1148, device='cuda:0') (tensor(37.8080, device='cuda:0')) | > loss_gen: 2.793548107147217 (2.791410695422778) | > loss_kl: 1.792639136314392 (1.7631983047439939) | > loss_feat: 7.307042121887207 (8.397616402927413) | > loss_mel: 12.662261962890625 (13.707242992533235) | > loss_duration: 1.7677948474884033 (1.7127220073303615) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.323287963867188 (28.372190376380814) | > grad_norm_1: tensor(973.2025, device='cuda:0') (tensor(794.9896, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.7958 (0.8439545492073158) | > loader_time: 0.0106 (0.010552970361916027)  --> TIME: 2025-05-09 03:31:57 -- STEP: 512/725 -- GLOBAL_STEP: 103650 | > loss_disc: 2.1885108947753906 (2.2010863681789488) | > loss_disc_real_0: 0.12421977519989014 (0.13443596800789234) | > loss_disc_real_1: 0.1841786801815033 (0.19489414533018137) | > loss_disc_real_2: 0.17556725442409515 (0.19143228098982948) | > loss_disc_real_3: 0.22106300294399261 (0.20328945759683842) | > loss_disc_real_4: 0.19470851123332977 (0.19747942560934462) | > loss_disc_real_5: 0.23192617297172546 (0.20218979846686128) | > loss_0: 2.1885108947753906 (2.2010863681789488) | > grad_norm_0: tensor(32.2263, device='cuda:0') (tensor(37.5837, device='cuda:0')) | > loss_gen: 2.7640178203582764 (2.7898661629296826) | > loss_kl: 1.8071762323379517 (1.7678120646160096) | > loss_feat: 8.098931312561035 (8.395265685394403) | > loss_mel: 13.232240676879883 (13.69719214551151) | > loss_duration: 1.6808645725250244 (1.7130046759266402) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.583229064941406 (28.363140705972903) | > grad_norm_1: tensor(764.3554, device='cuda:0') (tensor(788.6068, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8575 (0.8435996286571026) | > loader_time: 0.0098 (0.010545617435127505)  --> TIME: 2025-05-09 03:32:39 -- STEP: 562/725 -- GLOBAL_STEP: 103700 | > loss_disc: 2.059490442276001 (2.1975581529301684) | > loss_disc_real_0: 0.14412206411361694 (0.1336761890410104) | > loss_disc_real_1: 0.18134570121765137 (0.19461271959585652) | > loss_disc_real_2: 0.16813315451145172 (0.19113467066313455) | > loss_disc_real_3: 0.20073209702968597 (0.20312718922451295) | > loss_disc_real_4: 0.17094786465168 (0.19722338429125175) | > loss_disc_real_5: 0.1862347424030304 (0.20201011500536759) | > loss_0: 2.059490442276001 (2.1975581529301684) | > grad_norm_0: tensor(33.9398, device='cuda:0') (tensor(37.3075, device='cuda:0')) | > loss_gen: 2.95005464553833 (2.794069236707856) | > loss_kl: 1.8189527988433838 (1.7743474885662258) | > loss_feat: 9.675877571105957 (8.409725090787074) | > loss_mel: 13.73619556427002 (13.711534856477241) | > loss_duration: 1.6913255453109741 (1.7130454863517728) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.872406005859375 (28.402722134708927) | > grad_norm_1: tensor(491.8741, device='cuda:0') (tensor(787.6095, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8782 (0.842843245356957) | > loader_time: 0.0103 (0.010511030930217055)  --> TIME: 2025-05-09 03:33:22 -- STEP: 612/725 -- GLOBAL_STEP: 103750 | > loss_disc: 2.1142234802246094 (2.1962175583527768) | > loss_disc_real_0: 0.08694235980510712 (0.13321226491939778) | > loss_disc_real_1: 0.21240104734897614 (0.1946694241727099) | > loss_disc_real_2: 0.1806386411190033 (0.19095792706593195) | > loss_disc_real_3: 0.18649530410766602 (0.20278709639910772) | > loss_disc_real_4: 0.1981695294380188 (0.1971207564952327) | > loss_disc_real_5: 0.18868398666381836 (0.20172904166423417) | > loss_0: 2.1142234802246094 (2.1962175583527768) | > grad_norm_0: tensor(38.2233, device='cuda:0') (tensor(37.4047, device='cuda:0')) | > loss_gen: 2.955475330352783 (2.7947497936635206) | > loss_kl: 1.9378020763397217 (1.7758218583717844) | > loss_feat: 8.963229179382324 (8.402878811156826) | > loss_mel: 14.196306228637695 (13.699225957097575) | > loss_duration: 1.6498686075210571 (1.7129662469321603) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.702680587768555 (28.385642653197237) | > grad_norm_1: tensor(1063.5964, device='cuda:0') (tensor(785.6588, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8084 (0.8427704584364801) | > loader_time: 0.0092 (0.010498032850377705)  --> TIME: 2025-05-09 03:34:04 -- STEP: 662/725 -- GLOBAL_STEP: 103800 | > loss_disc: 2.21865177154541 (2.1966819030280575) | > loss_disc_real_0: 0.14295321702957153 (0.133483635920052) | > loss_disc_real_1: 0.19682034850120544 (0.19468325768172554) | > loss_disc_real_2: 0.15232208371162415 (0.19103286953310966) | > loss_disc_real_3: 0.2213248759508133 (0.20287178292465347) | > loss_disc_real_4: 0.1899866908788681 (0.1971128402429766) | > loss_disc_real_5: 0.30576494336128235 (0.20170786312789715) | > loss_0: 2.21865177154541 (2.1966819030280575) | > grad_norm_0: tensor(26.7533, device='cuda:0') (tensor(37.6841, device='cuda:0')) | > loss_gen: 2.864766836166382 (2.7963466615475174) | > loss_kl: 1.7485889196395874 (1.776156562512735) | > loss_feat: 8.690470695495605 (8.402788958160533) | > loss_mel: 14.744348526000977 (13.70540760651096) | > loss_duration: 1.7315952777862549 (1.7136329657361584) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.779769897460938 (28.39433274456381) | > grad_norm_1: tensor(894.0208, device='cuda:0') (tensor(784.6234, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8789 (0.841897751629533) | > loader_time: 0.0103 (0.010475955700946362)  --> TIME: 2025-05-09 03:34:47 -- STEP: 712/725 -- GLOBAL_STEP: 103850 | > loss_disc: 2.2584385871887207 (2.195893665210586) | > loss_disc_real_0: 0.157848060131073 (0.13283812862643024) | > loss_disc_real_1: 0.2156188040971756 (0.19460953422560442) | > loss_disc_real_2: 0.20966629683971405 (0.1909474216276007) | > loss_disc_real_3: 0.19445942342281342 (0.20282593340183905) | > loss_disc_real_4: 0.1978471279144287 (0.1974263914934036) | > loss_disc_real_5: 0.1894499808549881 (0.20147591519556687) | > loss_0: 2.2584385871887207 (2.195893665210586) | > grad_norm_0: tensor(44.3056, device='cuda:0') (tensor(37.4790, device='cuda:0')) | > loss_gen: 2.6744468212127686 (2.796715468837974) | > loss_kl: 1.9202054738998413 (1.7788612032204532) | > loss_feat: 6.939074993133545 (8.402689097302686) | > loss_mel: 12.335516929626465 (13.705407764134785) | > loss_duration: 1.7179205417633057 (1.7129504330707397) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.5871639251709 (28.39662397041749) | > grad_norm_1: tensor(778.7106, device='cuda:0') (tensor(781.9265, device='cuda:0')) | > current_lr_0: 0.00019803459730799195 | > current_lr_1: 0.00019803459730799195 | > step_time: 0.8001 (0.8415630228733751) | > loader_time: 0.0098 (0.010478965686948111)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.081144332885742 (2.081144332885742) | > loss_disc_real_0: 0.14328627288341522 (0.14328627288341522) | > loss_disc_real_1: 0.16798044741153717 (0.16798044741153717) | > loss_disc_real_2: 0.23523974418640137 (0.23523974418640137) | > loss_disc_real_3: 0.2164427936077118 (0.2164427936077118) | > loss_disc_real_4: 0.20161789655685425 (0.20161789655685425) | > loss_disc_real_5: 0.23263852298259735 (0.23263852298259735) | > loss_0: 2.081144332885742 (2.081144332885742) | > loss_gen: 3.157883405685425 (3.157883405685425) | > loss_kl: 2.0561671257019043 (2.0561671257019043) | > loss_feat: 8.985221862792969 (8.985221862792969) | > loss_mel: 14.914746284484863 (14.914746284484863) | > loss_duration: 1.6706560850143433 (1.6706560850143433) | > loss_1: 30.7846736907959 (30.7846736907959)  --> STEP: 1 | > loss_disc: 2.0327916145324707 (2.0327916145324707) | > loss_disc_real_0: 0.13195987045764923 (0.13195987045764923) | > loss_disc_real_1: 0.17588981986045837 (0.17588981986045837) | > loss_disc_real_2: 0.23483890295028687 (0.23483890295028687) | > loss_disc_real_3: 0.2104857712984085 (0.2104857712984085) | > loss_disc_real_4: 0.17942455410957336 (0.17942455410957336) | > loss_disc_real_5: 0.22138570249080658 (0.22138570249080658) | > loss_0: 2.0327916145324707 (2.0327916145324707) | > loss_gen: 3.244055986404419 (3.244055986404419) | > loss_kl: 1.9388378858566284 (1.9388378858566284) | > loss_feat: 9.25137996673584 (9.25137996673584) | > loss_mel: 15.370243072509766 (15.370243072509766) | > loss_duration: 1.7476133108139038 (1.7476133108139038) | > loss_1: 31.55213165283203 (31.55213165283203)  --> STEP: 2 | > loss_disc: 2.174896001815796 (2.1038438081741333) | > loss_disc_real_0: 0.1582891047000885 (0.14512448757886887) | > loss_disc_real_1: 0.1816023737192154 (0.17874609678983688) | > loss_disc_real_2: 0.21047617495059967 (0.22265753895044327) | > loss_disc_real_3: 0.225979283452034 (0.21823252737522125) | > loss_disc_real_4: 0.22316449880599976 (0.20129452645778656) | > loss_disc_real_5: 0.2278853952884674 (0.224635548889637) | > loss_0: 2.174896001815796 (2.1038438081741333) | > loss_gen: 2.9461395740509033 (3.095097780227661) | > loss_kl: 1.8374344110488892 (1.8881361484527588) | > loss_feat: 8.14284896850586 (8.69711446762085) | > loss_mel: 14.415030479431152 (14.892636775970459) | > loss_duration: 1.8162164688110352 (1.7819148898124695) | > loss_1: 29.157669067382812 (30.354900360107422)  --> STEP: 3 | > loss_disc: 2.2808420658111572 (2.1628432273864746) | > loss_disc_real_0: 0.1784275621175766 (0.15622551242510477) | > loss_disc_real_1: 0.18853925168514252 (0.18201048175493875) | > loss_disc_real_2: 0.2273053675889969 (0.22420681516329447) | > loss_disc_real_3: 0.23340670764446259 (0.22329058746496835) | > loss_disc_real_4: 0.20568186044692993 (0.20275697112083435) | > loss_disc_real_5: 0.2294125109910965 (0.2262278695901235) | > loss_0: 2.2808420658111572 (2.1628432273864746) | > loss_gen: 2.8769161701202393 (3.0223705768585205) | > loss_kl: 1.920985221862793 (1.8990858395894368) | > loss_feat: 7.4807305335998535 (8.291653156280518) | > loss_mel: 12.854348182678223 (14.213207244873047) | > loss_duration: 1.7899425029754639 (1.784590760866801) | > loss_1: 26.922924041748047 (29.21090825398763)  --> STEP: 4 | > loss_disc: 2.197746992111206 (2.1715691685676575) | > loss_disc_real_0: 0.1471187323331833 (0.1539488174021244) | > loss_disc_real_1: 0.197724848985672 (0.18593907356262207) | > loss_disc_real_2: 0.21704986691474915 (0.22241757810115814) | > loss_disc_real_3: 0.19475072622299194 (0.21615562215447426) | > loss_disc_real_4: 0.224978506565094 (0.20831235498189926) | > loss_disc_real_5: 0.20888115465641022 (0.22189119085669518) | > loss_0: 2.197746992111206 (2.1715691685676575) | > loss_gen: 2.8849306106567383 (2.988010585308075) | > loss_kl: 1.7570446729660034 (1.8635755479335785) | > loss_feat: 8.243738174438477 (8.279674410820007) | > loss_mel: 13.16076946258545 (13.950097799301147) | > loss_duration: 1.7171028852462769 (1.76771879196167) | > loss_1: 27.76358413696289 (28.849077224731445) --> EVAL PERFORMANCE | > avg_loader_time: 0.2797285318374634 (-0.0428466796875) | > avg_loss_disc: 2.1715691685676575 (-0.03724837303161621) | > avg_loss_disc_real_0: 0.1539488174021244 (+0.014288347214460373) | > avg_loss_disc_real_1: 0.18593907356262207 (+0.0037709958851337433) | > avg_loss_disc_real_2: 0.22241757810115814 (+0.06390566378831863) | > avg_loss_disc_real_3: 0.21615562215447426 (+0.029251888394355774) | > avg_loss_disc_real_4: 0.20831235498189926 (+0.010862190276384354) | > avg_loss_disc_real_5: 0.22189119085669518 (-0.01174967736005783) | > avg_loss_0: 2.1715691685676575 (-0.03724837303161621) | > avg_loss_gen: 2.988010585308075 (+0.3758271336555481) | > avg_loss_kl: 1.8635755479335785 (-0.042176127433776855) | > avg_loss_feat: 8.279674410820007 (-0.3621845245361328) | > avg_loss_mel: 13.950097799301147 (-0.9531221389770508) | > avg_loss_duration: 1.76771879196167 (-0.01954972743988037) | > avg_loss_1: 28.849077224731445 (-1.0012049674987793)  > EPOCH: 80/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 03:35:08)   --> TIME: 2025-05-09 03:35:42 -- STEP: 37/725 -- GLOBAL_STEP: 103900 | > loss_disc: 2.3007497787475586 (2.1923661103119723) | > loss_disc_real_0: 0.12331531196832657 (0.12443692780829765) | > loss_disc_real_1: 0.22439050674438477 (0.19957158734669556) | > loss_disc_real_2: 0.19551174342632294 (0.19167274196405668) | > loss_disc_real_3: 0.21455919742584229 (0.2052646069913297) | > loss_disc_real_4: 0.18584884703159332 (0.20152224640588504) | > loss_disc_real_5: 0.19867895543575287 (0.19503273593412862) | > loss_0: 2.3007497787475586 (2.1923661103119723) | > grad_norm_0: tensor(32.8401, device='cuda:0') (tensor(36.4224, device='cuda:0')) | > loss_gen: 2.5495047569274902 (2.8509012170740076) | > loss_kl: 1.8225561380386353 (1.779224772711058) | > loss_feat: 7.453948497772217 (8.498935415938094) | > loss_mel: 12.442243576049805 (13.809894149367874) | > loss_duration: 1.7216787338256836 (1.7067496518830996) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.989933013916016 (28.64570514575855) | > grad_norm_1: tensor(938.5331, device='cuda:0') (tensor(771.0539, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8327 (0.8341349717733022) | > loader_time: 0.0122 (0.010771010373089767)  --> TIME: 2025-05-09 03:36:26 -- STEP: 87/725 -- GLOBAL_STEP: 103950 | > loss_disc: 2.2925291061401367 (2.2165690427539) | > loss_disc_real_0: 0.24162310361862183 (0.13342609813158543) | > loss_disc_real_1: 0.2100277990102768 (0.19771432191476046) | > loss_disc_real_2: 0.17641255259513855 (0.1929966761120434) | > loss_disc_real_3: 0.22535394132137299 (0.20537772243735433) | > loss_disc_real_4: 0.23855902254581451 (0.20037811429336153) | > loss_disc_real_5: 0.21271710097789764 (0.20191764214943195) | > loss_0: 2.2925291061401367 (2.2165690427539) | > grad_norm_0: tensor(62.9721, device='cuda:0') (tensor(37.5611, device='cuda:0')) | > loss_gen: 2.831634044647217 (2.803844320363011) | > loss_kl: 1.785776138305664 (1.7620441557347089) | > loss_feat: 7.657890319824219 (8.385888033899766) | > loss_mel: 13.607686996459961 (13.786136166802768) | > loss_duration: 1.6962168216705322 (1.7107419309944938) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.579204559326172 (28.448654613275636) | > grad_norm_1: tensor(933.1459, device='cuda:0') (tensor(803.2422, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.7974 (0.8447161241509449) | > loader_time: 0.0116 (0.010844203247421089)  --> TIME: 2025-05-09 03:37:08 -- STEP: 137/725 -- GLOBAL_STEP: 104000 | > loss_disc: 1.9578492641448975 (2.2124219619444703) | > loss_disc_real_0: 0.08742398023605347 (0.13405008983873104) | > loss_disc_real_1: 0.16799618303775787 (0.19713247888279653) | > loss_disc_real_2: 0.16056247055530548 (0.1918920565695658) | > loss_disc_real_3: 0.18395863473415375 (0.20413869575862467) | > loss_disc_real_4: 0.1879749745130539 (0.19907793021985212) | > loss_disc_real_5: 0.20039913058280945 (0.2018984935797044) | > loss_0: 1.9578492641448975 (2.2124219619444703) | > grad_norm_0: tensor(38.9058, device='cuda:0') (tensor(35.0452, device='cuda:0')) | > loss_gen: 3.2331109046936035 (2.788525612684931) | > loss_kl: 1.7339742183685303 (1.755571488046298) | > loss_feat: 10.978801727294922 (8.351594719573528) | > loss_mel: 15.846022605895996 (13.711712691035585) | > loss_duration: 1.6912856101989746 (1.71130193759055) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.48319625854492 (28.31870649852892) | > grad_norm_1: tensor(541.7689, device='cuda:0') (tensor(781.7701, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.7956 (0.8426995416627312) | > loader_time: 0.0107 (0.010978839693278295) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_104000.pth  --> TIME: 2025-05-09 03:37:53 -- STEP: 187/725 -- GLOBAL_STEP: 104050 | > loss_disc: 2.1901001930236816 (2.211552735955958) | > loss_disc_real_0: 0.1413833200931549 (0.1343849537605272) | > loss_disc_real_1: 0.1970619261264801 (0.1965205718011142) | > loss_disc_real_2: 0.18142566084861755 (0.19221234767832213) | > loss_disc_real_3: 0.19838003814220428 (0.20442240139379858) | > loss_disc_real_4: 0.19232650101184845 (0.1986203604840977) | > loss_disc_real_5: 0.20963804423809052 (0.202325650157138) | > loss_0: 2.1901001930236816 (2.211552735955958) | > grad_norm_0: tensor(51.0172, device='cuda:0') (tensor(34.9728, device='cuda:0')) | > loss_gen: 2.739410161972046 (2.7808486497338443) | > loss_kl: 1.8597537279129028 (1.7571562917474757) | > loss_feat: 8.155301094055176 (8.325298385824116) | > loss_mel: 13.856525421142578 (13.662007719437707) | > loss_duration: 1.7322275638580322 (1.7122836941703752) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.343217849731445 (28.237594808486694) | > grad_norm_1: tensor(832.5428, device='cuda:0') (tensor(789.1511, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8539 (0.8424946955818543) | > loader_time: 0.0101 (0.011068504761884557)  --> TIME: 2025-05-09 03:38:37 -- STEP: 237/725 -- GLOBAL_STEP: 104100 | > loss_disc: 2.3122270107269287 (2.2170981711979145) | > loss_disc_real_0: 0.14118169248104095 (0.13614859724346612) | > loss_disc_real_1: 0.21713989973068237 (0.19655495831735023) | > loss_disc_real_2: 0.20991858839988708 (0.19227515638880582) | > loss_disc_real_3: 0.22266842424869537 (0.2042748468460413) | > loss_disc_real_4: 0.21095222234725952 (0.19868761162717632) | > loss_disc_real_5: 0.21274125576019287 (0.20313056869597373) | > loss_0: 2.3122270107269287 (2.2170981711979145) | > grad_norm_0: tensor(21.2508, device='cuda:0') (tensor(34.4114, device='cuda:0')) | > loss_gen: 2.712718963623047 (2.772952527436526) | > loss_kl: 2.0037872791290283 (1.77091166138146) | > loss_feat: 7.541731834411621 (8.296680202967007) | > loss_mel: 12.422893524169922 (13.619007537133584) | > loss_duration: 1.7147018909454346 (1.7113038879909594) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.39583396911621 (28.170855864190855) | > grad_norm_1: tensor(786.4019, device='cuda:0') (tensor(759.3694, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8059 (0.8439327785234411) | > loader_time: 0.0093 (0.01106286551881943)  --> TIME: 2025-05-09 03:39:20 -- STEP: 287/725 -- GLOBAL_STEP: 104150 | > loss_disc: 2.178252696990967 (2.2183616514405298) | > loss_disc_real_0: 0.1479743868112564 (0.13684646369895884) | > loss_disc_real_1: 0.18820132315158844 (0.1964470504260645) | > loss_disc_real_2: 0.19396550953388214 (0.19250764793842923) | > loss_disc_real_3: 0.2327151745557785 (0.2043169523469248) | > loss_disc_real_4: 0.18645207583904266 (0.19832094657504182) | > loss_disc_real_5: 0.17701426148414612 (0.20324254009989495) | > loss_0: 2.178252696990967 (2.2183616514405298) | > grad_norm_0: tensor(25.8015, device='cuda:0') (tensor(34.0317, device='cuda:0')) | > loss_gen: 2.8291735649108887 (2.773698324941176) | > loss_kl: 1.8029171228408813 (1.7740402292291464) | > loss_feat: 8.330322265625 (8.29687573768536) | > loss_mel: 14.101507186889648 (13.642038069535632) | > loss_duration: 1.7258167266845703 (1.711760338175172) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.789737701416016 (28.198412725734375) | > grad_norm_1: tensor(722.7949, device='cuda:0') (tensor(749.5933, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.7989 (0.8452574060353668) | > loader_time: 0.0119 (0.011072690478600692)  --> TIME: 2025-05-09 03:40:03 -- STEP: 337/725 -- GLOBAL_STEP: 104200 | > loss_disc: 2.3121540546417236 (2.215858412425664) | > loss_disc_real_0: 0.21530678868293762 (0.13693509989304795) | > loss_disc_real_1: 0.1963886022567749 (0.19652770574616396) | > loss_disc_real_2: 0.17509229481220245 (0.19312256450822865) | > loss_disc_real_3: 0.19947762787342072 (0.20417850267816373) | > loss_disc_real_4: 0.198428213596344 (0.1978109236198646) | > loss_disc_real_5: 0.27697810530662537 (0.20233004546837566) | > loss_0: 2.3121540546417236 (2.215858412425664) | > grad_norm_0: tensor(105.2272, device='cuda:0') (tensor(33.3765, device='cuda:0')) | > loss_gen: 2.8939411640167236 (2.7779320184837824) | > loss_kl: 1.797446846961975 (1.7702318100971708) | > loss_feat: 9.16708755493164 (8.325303790831063) | > loss_mel: 15.283774375915527 (13.663365649894018) | > loss_duration: 1.677592158317566 (1.710703119679799) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.819843292236328 (28.247536407380142) | > grad_norm_1: tensor(730.9526, device='cuda:0') (tensor(733.2986, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8445 (0.8442702724954848) | > loader_time: 0.0123 (0.011140085469367593)  --> TIME: 2025-05-09 03:40:46 -- STEP: 387/725 -- GLOBAL_STEP: 104250 | > loss_disc: 2.357703685760498 (2.2168127720362123) | > loss_disc_real_0: 0.17752617597579956 (0.13759701964698112) | > loss_disc_real_1: 0.24069686233997345 (0.19654629570107127) | > loss_disc_real_2: 0.18923190236091614 (0.1926157940804804) | > loss_disc_real_3: 0.20501938462257385 (0.20420384437846895) | > loss_disc_real_4: 0.18804599344730377 (0.19774315319474045) | > loss_disc_real_5: 0.21586072444915771 (0.20247464582747576) | > loss_0: 2.357703685760498 (2.2168127720362123) | > grad_norm_0: tensor(13.9936, device='cuda:0') (tensor(32.9150, device='cuda:0')) | > loss_gen: 2.5547266006469727 (2.7789824175280193) | > loss_kl: 1.6443158388137817 (1.7666273572956253) | > loss_feat: 7.065008163452148 (8.319224749424649) | > loss_mel: 12.278082847595215 (13.672331302356971) | > loss_duration: 1.7870829105377197 (1.711130218296396) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.32921600341797 (28.248296042745423) | > grad_norm_1: tensor(140.2136, device='cuda:0') (tensor(710.5239, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8516 (0.8439277918763863) | > loader_time: 0.0121 (0.011180644811585892)  --> TIME: 2025-05-09 03:41:28 -- STEP: 437/725 -- GLOBAL_STEP: 104300 | > loss_disc: 2.212200880050659 (2.216847781731278) | > loss_disc_real_0: 0.15665428340435028 (0.138115169527329) | > loss_disc_real_1: 0.19889967143535614 (0.19630486823328572) | > loss_disc_real_2: 0.2233562469482422 (0.192347334506037) | > loss_disc_real_3: 0.2099834382534027 (0.2040819877617965) | > loss_disc_real_4: 0.18729940056800842 (0.1974379397093295) | > loss_disc_real_5: 0.23273634910583496 (0.2031192350919514) | > loss_0: 2.212200880050659 (2.216847781731278) | > grad_norm_0: tensor(40.8734, device='cuda:0') (tensor(32.0666, device='cuda:0')) | > loss_gen: 2.7995190620422363 (2.7728021123043733) | > loss_kl: 1.7429713010787964 (1.7646747963924976) | > loss_feat: 8.224883079528809 (8.305101592153374) | > loss_mel: 13.139304161071777 (13.664883316790762) | > loss_duration: 1.6635295152664185 (1.7109574835142227) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.570207595825195 (28.218419286697348) | > grad_norm_1: tensor(952.4630, device='cuda:0') (tensor(703.8751, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8719 (0.8424854960539794) | > loader_time: 0.0101 (0.011205165828119971)  --> TIME: 2025-05-09 03:42:11 -- STEP: 487/725 -- GLOBAL_STEP: 104350 | > loss_disc: 2.1465792655944824 (2.2171220958110474) | > loss_disc_real_0: 0.1584586799144745 (0.1383553419484008) | > loss_disc_real_1: 0.19084957242012024 (0.19646157036694167) | > loss_disc_real_2: 0.19625699520111084 (0.19236610988939074) | > loss_disc_real_3: 0.19488073885440826 (0.20397850155096037) | > loss_disc_real_4: 0.19446544349193573 (0.1974124549228308) | > loss_disc_real_5: 0.19024699926376343 (0.20306428293917458) | > loss_0: 2.1465792655944824 (2.2171220958110474) | > grad_norm_0: tensor(34.9738, device='cuda:0') (tensor(32.6738, device='cuda:0')) | > loss_gen: 2.883012533187866 (2.772763997867122) | > loss_kl: 1.6857277154922485 (1.7631395949964896) | > loss_feat: 8.3002347946167 (8.303812033831454) | > loss_mel: 14.309465408325195 (13.67241566283992) | > loss_duration: 1.6942107677459717 (1.7121355913013403) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.872652053833008 (28.22426685513412) | > grad_norm_1: tensor(971.9589, device='cuda:0') (tensor(714.6979, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8102 (0.8418677484719905) | > loader_time: 0.0115 (0.011230586245809002)  --> TIME: 2025-05-09 03:42:53 -- STEP: 537/725 -- GLOBAL_STEP: 104400 | > loss_disc: 2.1400442123413086 (2.217115794036196) | > loss_disc_real_0: 0.07866666465997696 (0.13907879790780292) | > loss_disc_real_1: 0.21591438353061676 (0.19637852590843285) | > loss_disc_real_2: 0.2088809609413147 (0.19215949265428534) | > loss_disc_real_3: 0.23746787011623383 (0.20391691835454948) | > loss_disc_real_4: 0.1891057938337326 (0.19724039614089597) | > loss_disc_real_5: 0.14948458969593048 (0.20310983564045618) | > loss_0: 2.1400442123413086 (2.217115794036196) | > grad_norm_0: tensor(19.0034, device='cuda:0') (tensor(32.9662, device='cuda:0')) | > loss_gen: 2.8931961059570312 (2.771131418714754) | > loss_kl: 1.4244753122329712 (1.7607810310811305) | > loss_feat: 9.362991333007812 (8.296201858662572) | > loss_mel: 14.151193618774414 (13.677062666837951) | > loss_duration: 1.76040518283844 (1.7135382950638929) | > amp_scaler: 256.0 (132.52886405959032) | > loss_1: 29.592260360717773 (28.218715259260748) | > grad_norm_1: tensor(576.9099, device='cuda:0') (tensor(717.4246, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8288 (0.8412256183127007) | > loader_time: 0.0096 (0.01122630641447099)  --> TIME: 2025-05-09 03:43:36 -- STEP: 587/725 -- GLOBAL_STEP: 104450 | > loss_disc: 2.27449631690979 (2.2183266943114384) | > loss_disc_real_0: 0.1819610297679901 (0.1393306771042605) | > loss_disc_real_1: 0.1828250139951706 (0.19628050788805476) | > loss_disc_real_2: 0.20134203135967255 (0.19207651288688085) | > loss_disc_real_3: 0.22066724300384521 (0.20396615300816212) | > loss_disc_real_4: 0.20473481714725494 (0.19745849694872633) | > loss_disc_real_5: 0.20917725563049316 (0.20339141892716664) | > loss_0: 2.27449631690979 (2.2183266943114384) | > grad_norm_0: tensor(54.7901, device='cuda:0') (tensor(33.0564, device='cuda:0')) | > loss_gen: 2.7720279693603516 (2.7735101319659106) | > loss_kl: 1.667486310005188 (1.7617956605030691) | > loss_feat: 8.774446487426758 (8.300663022003944) | > loss_mel: 13.670272827148438 (13.681899109731539) | > loss_duration: 1.6796667575836182 (1.7133599070917813) | > amp_scaler: 256.0 (143.04599659284494) | > loss_1: 28.563899993896484 (28.23122781951747) | > grad_norm_1: tensor(850.9056, device='cuda:0') (tensor(706.4921, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8538 (0.8413223501364658) | > loader_time: 0.0109 (0.011204040436362894)  --> TIME: 2025-05-09 03:44:19 -- STEP: 637/725 -- GLOBAL_STEP: 104500 | > loss_disc: 2.2459235191345215 (2.2155677680879395) | > loss_disc_real_0: 0.09638661891222 (0.13889789677208988) | > loss_disc_real_1: 0.18726587295532227 (0.19613854254901505) | > loss_disc_real_2: 0.17072129249572754 (0.1918298765619284) | > loss_disc_real_3: 0.21776017546653748 (0.2038150421304268) | > loss_disc_real_4: 0.22124306857585907 (0.19734516281348016) | > loss_disc_real_5: 0.23023012280464172 (0.20293851898547421) | > loss_0: 2.2459235191345215 (2.2155677680879395) | > grad_norm_0: tensor(22.7735, device='cuda:0') (tensor(33.1759, device='cuda:0')) | > loss_gen: 2.8540420532226562 (2.7769626639140097) | > loss_kl: 1.6966336965560913 (1.7585352913738233) | > loss_feat: 8.891057014465332 (8.311905880363614) | > loss_mel: 13.926920890808105 (13.687568044737333) | > loss_duration: 1.6790870428085327 (1.713041321074757) | > amp_scaler: 128.0 (147.89324960753535) | > loss_1: 29.047739028930664 (28.248013189486457) | > grad_norm_1: tensor(887.9358, device='cuda:0') (tensor(709.2185, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8473 (0.8411679986507586) | > loader_time: 0.0097 (0.01120102499118966)  --> TIME: 2025-05-09 03:45:01 -- STEP: 687/725 -- GLOBAL_STEP: 104550 | > loss_disc: 2.213344097137451 (2.216987929836976) | > loss_disc_real_0: 0.16955353319644928 (0.13855517883358057) | > loss_disc_real_1: 0.21450285613536835 (0.19629450816948515) | > loss_disc_real_2: 0.1809416115283966 (0.19226590991887801) | > loss_disc_real_3: 0.20863763988018036 (0.20383524259191757) | > loss_disc_real_4: 0.1861283928155899 (0.19757589580710808) | > loss_disc_real_5: 0.22491557896137238 (0.2030529893034583) | > loss_0: 2.213344097137451 (2.216987929836976) | > grad_norm_0: tensor(47.0358, device='cuda:0') (tensor(32.9625, device='cuda:0')) | > loss_gen: 2.7850501537323 (2.7741033211892723) | > loss_kl: 1.5858019590377808 (1.7587999643370227) | > loss_feat: 8.197114944458008 (8.30022110307407) | > loss_mel: 13.239681243896484 (13.67947644229539) | > loss_duration: 1.7166743278503418 (1.7126843431283991) | > amp_scaler: 128.0 (146.4454148471616) | > loss_1: 27.524322509765625 (28.225285140013927) | > grad_norm_1: tensor(917.6390, device='cuda:0') (tensor(718.7671, device='cuda:0')) | > current_lr_0: 0.00019800984298332845 | > current_lr_1: 0.00019800984298332845 | > step_time: 0.8444 (0.8402901754282097) | > loader_time: 0.0099 (0.011190936728509399)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1469616889953613 (2.1469616889953613) | > loss_disc_real_0: 0.12577283382415771 (0.12577283382415771) | > loss_disc_real_1: 0.16406549513339996 (0.16406549513339996) | > loss_disc_real_2: 0.17798784375190735 (0.17798784375190735) | > loss_disc_real_3: 0.2002396434545517 (0.2002396434545517) | > loss_disc_real_4: 0.26320579648017883 (0.26320579648017883) | > loss_disc_real_5: 0.19979698956012726 (0.19979698956012726) | > loss_0: 2.1469616889953613 (2.1469616889953613) | > loss_gen: 2.739591121673584 (2.739591121673584) | > loss_kl: 2.000575065612793 (2.000575065612793) | > loss_feat: 8.798538208007812 (8.798538208007812) | > loss_mel: 14.740044593811035 (14.740044593811035) | > loss_duration: 1.6804193258285522 (1.6804193258285522) | > loss_1: 29.959169387817383 (29.959169387817383)  --> STEP: 1 | > loss_disc: 2.1447739601135254 (2.1447739601135254) | > loss_disc_real_0: 0.1099148541688919 (0.1099148541688919) | > loss_disc_real_1: 0.17064371705055237 (0.17064371705055237) | > loss_disc_real_2: 0.1712726652622223 (0.1712726652622223) | > loss_disc_real_3: 0.1968691498041153 (0.1968691498041153) | > loss_disc_real_4: 0.24638426303863525 (0.24638426303863525) | > loss_disc_real_5: 0.2024473249912262 (0.2024473249912262) | > loss_0: 2.1447739601135254 (2.1447739601135254) | > loss_gen: 2.688843011856079 (2.688843011856079) | > loss_kl: 1.7905789613723755 (1.7905789613723755) | > loss_feat: 8.553023338317871 (8.553023338317871) | > loss_mel: 15.071518898010254 (15.071518898010254) | > loss_duration: 1.771437168121338 (1.771437168121338) | > loss_1: 29.87540054321289 (29.87540054321289)  --> STEP: 2 | > loss_disc: 2.3143913745880127 (2.229582667350769) | > loss_disc_real_0: 0.15243569016456604 (0.13117527216672897) | > loss_disc_real_1: 0.18035325407981873 (0.17549848556518555) | > loss_disc_real_2: 0.193655326962471 (0.18246399611234665) | > loss_disc_real_3: 0.2093190997838974 (0.20309412479400635) | > loss_disc_real_4: 0.2641856372356415 (0.25528495013713837) | > loss_disc_real_5: 0.21993406116962433 (0.21119069308042526) | > loss_0: 2.3143913745880127 (2.229582667350769) | > loss_gen: 2.5069921016693115 (2.5979175567626953) | > loss_kl: 1.8461741209030151 (1.8183765411376953) | > loss_feat: 6.957855224609375 (7.755439281463623) | > loss_mel: 13.276910781860352 (14.174214839935303) | > loss_duration: 1.8333542346954346 (1.8023957014083862) | > loss_1: 26.421287536621094 (28.148344039916992)  --> STEP: 3 | > loss_disc: 2.314729690551758 (2.257965008417765) | > loss_disc_real_0: 0.14625030755996704 (0.136200283964475) | > loss_disc_real_1: 0.18692617118358612 (0.1793077141046524) | > loss_disc_real_2: 0.18822194635868073 (0.18438331286112467) | > loss_disc_real_3: 0.22376196086406708 (0.20998340348402658) | > loss_disc_real_4: 0.2698145806789398 (0.26012816031773883) | > loss_disc_real_5: 0.2144821584224701 (0.21228784819444022) | > loss_0: 2.314729690551758 (2.257965008417765) | > loss_gen: 2.5553388595581055 (2.5837246576944985) | > loss_kl: 1.9215178489685059 (1.8527569770812988) | > loss_feat: 7.451115608215332 (7.653998057047526) | > loss_mel: 13.504435539245605 (13.950955073038736) | > loss_duration: 1.7751119136810303 (1.7933011054992676) | > loss_1: 27.20751953125 (27.834735870361328)  --> STEP: 4 | > loss_disc: 2.406780481338501 (2.295168876647949) | > loss_disc_real_0: 0.17646770179271698 (0.1462671384215355) | > loss_disc_real_1: 0.20697593688964844 (0.1862247698009014) | > loss_disc_real_2: 0.19946354627609253 (0.18815337121486664) | > loss_disc_real_3: 0.2151738405227661 (0.21128101274371147) | > loss_disc_real_4: 0.2935812175273895 (0.2684914246201515) | > loss_disc_real_5: 0.19918306171894073 (0.20901165157556534) | > loss_0: 2.406780481338501 (2.295168876647949) | > loss_gen: 2.4412636756896973 (2.5481094121932983) | > loss_kl: 2.0074856281280518 (1.891439139842987) | > loss_feat: 6.494333744049072 (7.364081978797913) | > loss_mel: 11.862321853637695 (13.428796768188477) | > loss_duration: 1.7136123180389404 (1.7733789086341858) | > loss_1: 24.51901626586914 (27.00580596923828) --> EVAL PERFORMANCE | > avg_loader_time: 0.27643436193466187 (-0.0032941699028015137) | > avg_loss_disc: 2.295168876647949 (+0.12359970808029175) | > avg_loss_disc_real_0: 0.1462671384215355 (-0.007681678980588913) | > avg_loss_disc_real_1: 0.1862247698009014 (+0.00028569623827934265) | > avg_loss_disc_real_2: 0.18815337121486664 (-0.034264206886291504) | > avg_loss_disc_real_3: 0.21128101274371147 (-0.004874609410762787) | > avg_loss_disc_real_4: 0.2684914246201515 (+0.06017906963825226) | > avg_loss_disc_real_5: 0.20901165157556534 (-0.012879539281129837) | > avg_loss_0: 2.295168876647949 (+0.12359970808029175) | > avg_loss_gen: 2.5481094121932983 (-0.4399011731147766) | > avg_loss_kl: 1.891439139842987 (+0.02786359190940857) | > avg_loss_feat: 7.364081978797913 (-0.9155924320220947) | > avg_loss_mel: 13.428796768188477 (-0.5213010311126709) | > avg_loss_duration: 1.7733789086341858 (+0.005660116672515869) | > avg_loss_1: 27.00580596923828 (-1.843271255493164)  > EPOCH: 81/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 03:45:45)   --> TIME: 2025-05-09 03:45:57 -- STEP: 12/725 -- GLOBAL_STEP: 104600 | > loss_disc: 2.251997947692871 (2.22581954797109) | > loss_disc_real_0: 0.10168805718421936 (0.13510778918862343) | > loss_disc_real_1: 0.20459794998168945 (0.19633300105730692) | > loss_disc_real_2: 0.22846941649913788 (0.20066513742009798) | > loss_disc_real_3: 0.20592522621154785 (0.19810284053285918) | > loss_disc_real_4: 0.20026379823684692 (0.1988747132321199) | > loss_disc_real_5: 0.16390568017959595 (0.2130683846771717) | > loss_0: 2.251997947692871 (2.22581954797109) | > grad_norm_0: tensor(19.0930, device='cuda:0') (tensor(24.5721, device='cuda:0')) | > loss_gen: 2.8082101345062256 (2.7723655700683594) | > loss_kl: 1.7104310989379883 (1.7496035595734913) | > loss_feat: 9.244034767150879 (8.430578589439394) | > loss_mel: 15.222557067871094 (14.270674784978231) | > loss_duration: 1.7518904209136963 (1.7108701566855113) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.737123489379883 (28.93409236272176) | > grad_norm_1: tensor(750.3348, device='cuda:0') (tensor(894.7545, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8315 (0.8203691442807516) | > loader_time: 0.0099 (0.011259237925211588)  --> TIME: 2025-05-09 03:46:41 -- STEP: 62/725 -- GLOBAL_STEP: 104650 | > loss_disc: 2.28205943107605 (2.2104957257547686) | > loss_disc_real_0: 0.18714837729930878 (0.13297762301179655) | > loss_disc_real_1: 0.19842739403247833 (0.19402630747325958) | > loss_disc_real_2: 0.20430117845535278 (0.19111678773357021) | > loss_disc_real_3: 0.22614571452140808 (0.20339339538928) | > loss_disc_real_4: 0.19800826907157898 (0.19982104556214425) | > loss_disc_real_5: 0.17549850046634674 (0.20791888909955178) | > loss_0: 2.28205943107605 (2.2104957257547686) | > grad_norm_0: tensor(49.5335, device='cuda:0') (tensor(33.4509, device='cuda:0')) | > loss_gen: 2.7176084518432617 (2.7721954622576312) | > loss_kl: 1.8357285261154175 (1.756795371732404) | > loss_feat: 8.013039588928223 (8.402508320346953) | > loss_mel: 14.121143341064453 (13.866670731575258) | > loss_duration: 1.74793541431427 (1.706242863209017) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.435455322265625 (28.504412558770948) | > grad_norm_1: tensor(689.5179, device='cuda:0') (tensor(839.2573, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8325 (0.8427377093222833) | > loader_time: 0.0098 (0.011192064131459883)  --> TIME: 2025-05-09 03:47:23 -- STEP: 112/725 -- GLOBAL_STEP: 104700 | > loss_disc: 2.295764684677124 (2.2103566399642394) | > loss_disc_real_0: 0.07967031002044678 (0.1347587380026068) | > loss_disc_real_1: 0.2096988707780838 (0.19520174166453735) | > loss_disc_real_2: 0.1726115643978119 (0.19084028859755825) | > loss_disc_real_3: 0.18625560402870178 (0.20303522502737387) | > loss_disc_real_4: 0.16874293982982635 (0.1983358248003892) | > loss_disc_real_5: 0.18712638318538666 (0.20643950439989567) | > loss_0: 2.295764684677124 (2.2103566399642394) | > grad_norm_0: tensor(39.7037, device='cuda:0') (tensor(35.8961, device='cuda:0')) | > loss_gen: 2.710735559463501 (2.7745155990123753) | > loss_kl: 1.6607969999313354 (1.7554194033145905) | > loss_feat: 8.432815551757812 (8.361426817519325) | > loss_mel: 13.704678535461426 (13.813373855182101) | > loss_duration: 1.7015550136566162 (1.7116894807134355) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.210580825805664 (28.416425023760116) | > grad_norm_1: tensor(911.1965, device='cuda:0') (tensor(864.8216, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8176 (0.8394595682621002) | > loader_time: 0.0103 (0.011130083884511673)  --> TIME: 2025-05-09 03:48:06 -- STEP: 162/725 -- GLOBAL_STEP: 104750 | > loss_disc: 2.124699831008911 (2.21128972812935) | > loss_disc_real_0: 0.07641910016536713 (0.13534375579084873) | > loss_disc_real_1: 0.21301014721393585 (0.19583625686757358) | > loss_disc_real_2: 0.2073034644126892 (0.19123924928314898) | > loss_disc_real_3: 0.1863887757062912 (0.20336269660864348) | > loss_disc_real_4: 0.20533554255962372 (0.19961037394809134) | > loss_disc_real_5: 0.22046610713005066 (0.20539561723485406) | > loss_0: 2.124699831008911 (2.21128972812935) | > grad_norm_0: tensor(44.4455, device='cuda:0') (tensor(36.8962, device='cuda:0')) | > loss_gen: 2.756594657897949 (2.776150231008177) | > loss_kl: 1.9797359704971313 (1.753943204143901) | > loss_feat: 9.462512016296387 (8.380035688847668) | > loss_mel: 14.980790138244629 (13.813541600733622) | > loss_duration: 1.669783353805542 (1.7124282886952533) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.849416732788086 (28.436098875822843) | > grad_norm_1: tensor(1068.0348, device='cuda:0') (tensor(853.8113, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8108 (0.8370521642543651) | > loader_time: 0.0122 (0.01115811165468192)  --> TIME: 2025-05-09 03:48:48 -- STEP: 212/725 -- GLOBAL_STEP: 104800 | > loss_disc: 2.198122501373291 (2.2032338768806077) | > loss_disc_real_0: 0.13865764439105988 (0.1336824573787315) | > loss_disc_real_1: 0.182500958442688 (0.19581669639304) | > loss_disc_real_2: 0.18734627962112427 (0.19091463827018473) | > loss_disc_real_3: 0.24936889111995697 (0.2031639555715165) | > loss_disc_real_4: 0.21084849536418915 (0.19837661734167136) | > loss_disc_real_5: 0.18438489735126495 (0.20333555952276824) | > loss_0: 2.198122501373291 (2.2032338768806077) | > grad_norm_0: tensor(26.9062, device='cuda:0') (tensor(36.8853, device='cuda:0')) | > loss_gen: 2.7446022033691406 (2.7860133389257036) | > loss_kl: 1.6376166343688965 (1.752292275428772) | > loss_feat: 8.348230361938477 (8.381329792850416) | > loss_mel: 13.07697582244873 (13.758521498374215) | > loss_duration: 1.7004616260528564 (1.7121036727473424) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.507888793945312 (28.390260471487945) | > grad_norm_1: tensor(746.8994, device='cuda:0') (tensor(841.0993, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8229 (0.8362415151776008) | > loader_time: 0.0108 (0.011011752317536547)  --> TIME: 2025-05-09 03:49:30 -- STEP: 262/725 -- GLOBAL_STEP: 104850 | > loss_disc: 2.16068959236145 (2.2045782972838106) | > loss_disc_real_0: 0.11535387486219406 (0.1334016856858293) | > loss_disc_real_1: 0.24383343756198883 (0.19604051727375002) | > loss_disc_real_2: 0.18951298296451569 (0.19139331346022273) | > loss_disc_real_3: 0.19523628056049347 (0.20299297042247902) | > loss_disc_real_4: 0.21909381449222565 (0.19879796014714787) | > loss_disc_real_5: 0.1892564594745636 (0.20250991123323223) | > loss_0: 2.16068959236145 (2.2045782972838106) | > grad_norm_0: tensor(17.6283, device='cuda:0') (tensor(37.3523, device='cuda:0')) | > loss_gen: 2.9129960536956787 (2.7883047811857615) | > loss_kl: 1.6767005920410156 (1.7499223883825403) | > loss_feat: 8.918112754821777 (8.364923961289957) | > loss_mel: 14.479931831359863 (13.725004101527553) | > loss_duration: 1.710685133934021 (1.7123601391115264) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.698427200317383 (28.340515296877797) | > grad_norm_1: tensor(747.5626, device='cuda:0') (tensor(833.8395, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8659 (0.8343225972343037) | > loader_time: 0.0101 (0.010909145114986038)  --> TIME: 2025-05-09 03:50:12 -- STEP: 312/725 -- GLOBAL_STEP: 104900 | > loss_disc: 2.2567577362060547 (2.2050840056095353) | > loss_disc_real_0: 0.1974307894706726 (0.13316619668442461) | > loss_disc_real_1: 0.1965089589357376 (0.1963766157053985) | > loss_disc_real_2: 0.17197637259960175 (0.1913145874650815) | > loss_disc_real_3: 0.21552516520023346 (0.20312095032288474) | > loss_disc_real_4: 0.1619332879781723 (0.19853132394834974) | > loss_disc_real_5: 0.18630440533161163 (0.20271278296907744) | > loss_0: 2.2567577362060547 (2.2050840056095353) | > grad_norm_0: tensor(85.6082, device='cuda:0') (tensor(37.5151, device='cuda:0')) | > loss_gen: 2.7572543621063232 (2.7871509920328084) | > loss_kl: 1.6699062585830688 (1.7451909467195854) | > loss_feat: 8.301240921020508 (8.349334178826743) | > loss_mel: 13.196000099182129 (13.698705615141447) | > loss_duration: 1.6996843814849854 (1.7111717687967496) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.624086380004883 (28.291553466747974) | > grad_norm_1: tensor(780.8391, device='cuda:0') (tensor(825.5959, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8241 (0.8338473095343664) | > loader_time: 0.0095 (0.010877635998603625)  --> TIME: 2025-05-09 03:50:55 -- STEP: 362/725 -- GLOBAL_STEP: 104950 | > loss_disc: 2.354214668273926 (2.2056264475564267) | > loss_disc_real_0: 0.1359321027994156 (0.13373643462417542) | > loss_disc_real_1: 0.1874421089887619 (0.19602882808578614) | > loss_disc_real_2: 0.22923506796360016 (0.19160389863160446) | > loss_disc_real_3: 0.1878035068511963 (0.20291559101797596) | > loss_disc_real_4: 0.21825851500034332 (0.19876333280821534) | > loss_disc_real_5: 0.22747935354709625 (0.20269517530558517) | > loss_0: 2.354214668273926 (2.2056264475564267) | > grad_norm_0: tensor(16.8641, device='cuda:0') (tensor(37.1528, device='cuda:0')) | > loss_gen: 2.454136371612549 (2.7839281545818197) | > loss_kl: 1.9499192237854004 (1.7433101580946484) | > loss_feat: 7.692612171173096 (8.339686015692854) | > loss_mel: 13.137701034545898 (13.691664785311362) | > loss_duration: 1.6617755889892578 (1.7100653454085082) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.896142959594727 (28.268654407058637) | > grad_norm_1: tensor(375.8332, device='cuda:0') (tensor(829.5519, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.833 (0.8342581262904636) | > loader_time: 0.0097 (0.010902834860659434)  --> TIME: 2025-05-09 03:51:38 -- STEP: 412/725 -- GLOBAL_STEP: 105000 | > loss_disc: 2.25829815864563 (2.20414278894952) | > loss_disc_real_0: 0.14824871718883514 (0.1337272015228435) | > loss_disc_real_1: 0.1840064376592636 (0.19583935312275755) | > loss_disc_real_2: 0.18256977200508118 (0.19166672765051287) | > loss_disc_real_3: 0.23445682227611542 (0.20260960814877618) | > loss_disc_real_4: 0.21095244586467743 (0.19826673488449129) | > loss_disc_real_5: 0.19547055661678314 (0.20257018029111104) | > loss_0: 2.25829815864563 (2.20414278894952) | > grad_norm_0: tensor(15.8315, device='cuda:0') (tensor(37.3638, device='cuda:0')) | > loss_gen: 2.617615222930908 (2.7886789892483694) | > loss_kl: 1.7012008428573608 (1.7449183221002227) | > loss_feat: 7.691580295562744 (8.353753351470793) | > loss_mel: 12.55128288269043 (13.710287561694392) | > loss_duration: 1.7274401187896729 (1.7105714123225906) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.289119720458984 (28.30820956276459) | > grad_norm_1: tensor(633.5413, device='cuda:0') (tensor(831.8994, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8458 (0.8352226684394392) | > loader_time: 0.0102 (0.010793218334901678) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_105000.pth  --> TIME: 2025-05-09 03:52:22 -- STEP: 462/725 -- GLOBAL_STEP: 105050 | > loss_disc: 2.2294533252716064 (2.2028022346558505) | > loss_disc_real_0: 0.12935642898082733 (0.1337785815650769) | > loss_disc_real_1: 0.20072466135025024 (0.19563003110163146) | > loss_disc_real_2: 0.1858312338590622 (0.1915760478287033) | > loss_disc_real_3: 0.22033488750457764 (0.20277406746174864) | > loss_disc_real_4: 0.2207777500152588 (0.1980295934395873) | > loss_disc_real_5: 0.20375584065914154 (0.2024460384598026) | > loss_0: 2.2294533252716064 (2.2028022346558505) | > grad_norm_0: tensor(38.5035, device='cuda:0') (tensor(37.5877, device='cuda:0')) | > loss_gen: 2.6577672958374023 (2.7883222552088958) | > loss_kl: 1.964647650718689 (1.7457643313841387) | > loss_feat: 7.249076843261719 (8.351011175097833) | > loss_mel: 12.663495063781738 (13.693902862020382) | > loss_duration: 1.7481728792190552 (1.7104778116915649) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.283161163330078 (28.28947834741502) | > grad_norm_1: tensor(1202.2987, device='cuda:0') (tensor(837.0416, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.7839 (0.8345042451635584) | > loader_time: 0.01 (0.010729768059470434)  --> TIME: 2025-05-09 03:53:04 -- STEP: 512/725 -- GLOBAL_STEP: 105100 | > loss_disc: 2.191903591156006 (2.2036168430931857) | > loss_disc_real_0: 0.12001792341470718 (0.1337399170297433) | > loss_disc_real_1: 0.2165229618549347 (0.19561284608789725) | > loss_disc_real_2: 0.19734984636306763 (0.19175056985113778) | > loss_disc_real_3: 0.1884334832429886 (0.20301888859830794) | > loss_disc_real_4: 0.23449327051639557 (0.19808415166335183) | > loss_disc_real_5: 0.22185887396335602 (0.2023925756511744) | > loss_0: 2.191903591156006 (2.2036168430931857) | > grad_norm_0: tensor(32.7441, device='cuda:0') (tensor(37.4619, device='cuda:0')) | > loss_gen: 2.7650997638702393 (2.7858374235220262) | > loss_kl: 1.6809285879135132 (1.7454000082798302) | > loss_feat: 8.389902114868164 (8.32784652896225) | > loss_mel: 13.283702850341797 (13.65437180176377) | > loss_duration: 1.6638610363006592 (1.7108875550329685) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.78349494934082 (28.224343251436952) | > grad_norm_1: tensor(856.4319, device='cuda:0') (tensor(832.5005, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8322 (0.8341449219733477) | > loader_time: 0.0106 (0.010641751810908316)  --> TIME: 2025-05-09 03:53:47 -- STEP: 562/725 -- GLOBAL_STEP: 105150 | > loss_disc: 2.004708766937256 (2.2047852740168987) | > loss_disc_real_0: 0.1289927214384079 (0.13373559334206006) | > loss_disc_real_1: 0.18870528042316437 (0.1957362960772158) | > loss_disc_real_2: 0.16512879729270935 (0.1917287697253279) | > loss_disc_real_3: 0.2357904016971588 (0.20341840105336756) | > loss_disc_real_4: 0.19232332706451416 (0.19793739827396187) | > loss_disc_real_5: 0.19082798063755035 (0.20237338413017075) | > loss_0: 2.004708766937256 (2.2047852740168987) | > grad_norm_0: tensor(26.0829, device='cuda:0') (tensor(37.4018, device='cuda:0')) | > loss_gen: 3.1206462383270264 (2.78290910992334) | > loss_kl: 1.6724960803985596 (1.744424268232122) | > loss_feat: 9.798274993896484 (8.313150205646114) | > loss_mel: 13.883721351623535 (13.633531864003348) | > loss_duration: 1.6840897798538208 (1.7107611389771051) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.15922737121582 (28.184776509783873) | > grad_norm_1: tensor(1005.3306, device='cuda:0') (tensor(833.5490, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8698 (0.8337860769224337) | > loader_time: 0.0104 (0.010588593330247545)  --> TIME: 2025-05-09 03:54:29 -- STEP: 612/725 -- GLOBAL_STEP: 105200 | > loss_disc: 2.200709104537964 (2.204239926307029) | > loss_disc_real_0: 0.1343052238225937 (0.13371182158832876) | > loss_disc_real_1: 0.17138901352882385 (0.19562164635634882) | > loss_disc_real_2: 0.22379231452941895 (0.1919804816834287) | > loss_disc_real_3: 0.16716212034225464 (0.20332830745020716) | > loss_disc_real_4: 0.20031161606311798 (0.1977658294676956) | > loss_disc_real_5: 0.16072843968868256 (0.20211527749798644) | > loss_0: 2.200709104537964 (2.204239926307029) | > grad_norm_0: tensor(53.9998, device='cuda:0') (tensor(37.6058, device='cuda:0')) | > loss_gen: 2.748434066772461 (2.783965309850531) | > loss_kl: 1.8633133172988892 (1.7443647335946957) | > loss_feat: 7.931558132171631 (8.31882507349151) | > loss_mel: 13.620233535766602 (13.634829720640482) | > loss_duration: 1.6355938911437988 (1.7106349481866254) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.799131393432617 (28.192619728886225) | > grad_norm_1: tensor(1050.5013, device='cuda:0') (tensor(832.9258, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8126 (0.8337014301929603) | > loader_time: 0.0099 (0.010565070155399297)  --> TIME: 2025-05-09 03:55:12 -- STEP: 662/725 -- GLOBAL_STEP: 105250 | > loss_disc: 2.3767952919006348 (2.204081300882414) | > loss_disc_real_0: 0.17492346465587616 (0.13349598408128047) | > loss_disc_real_1: 0.20006832480430603 (0.1957734719909209) | > loss_disc_real_2: 0.19564993679523468 (0.1918961993021907) | > loss_disc_real_3: 0.2116365134716034 (0.20331729428555667) | > loss_disc_real_4: 0.20691034197807312 (0.19787326275041825) | > loss_disc_real_5: 0.23424483835697174 (0.20215818060849) | > loss_0: 2.3767952919006348 (2.204081300882414) | > grad_norm_0: tensor(39.9346, device='cuda:0') (tensor(37.5002, device='cuda:0')) | > loss_gen: 2.448798418045044 (2.78455383503905) | > loss_kl: 1.7394530773162842 (1.7454268401122892) | > loss_feat: 6.800711631774902 (8.325046826705472) | > loss_mel: 11.823275566101074 (13.643567889118472) | > loss_duration: 1.7177658081054688 (1.7111365377362764) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.530006408691406 (28.209731879911395) | > grad_norm_1: tensor(663.4113, device='cuda:0') (tensor(834.8184, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8651 (0.834089511110704) | > loader_time: 0.0104 (0.01054969330928836)  --> TIME: 2025-05-09 03:55:54 -- STEP: 712/725 -- GLOBAL_STEP: 105300 | > loss_disc: 2.3338191509246826 (2.2053713383299587) | > loss_disc_real_0: 0.1600159853696823 (0.13362643091803375) | > loss_disc_real_1: 0.2115461677312851 (0.1957369943390066) | > loss_disc_real_2: 0.19661079347133636 (0.19208388488865297) | > loss_disc_real_3: 0.20876364409923553 (0.2034706349871801) | > loss_disc_real_4: 0.19418010115623474 (0.19792804881679216) | > loss_disc_real_5: 0.2057022899389267 (0.20212436323001806) | > loss_0: 2.3338191509246826 (2.2053713383299587) | > grad_norm_0: tensor(17.3943, device='cuda:0') (tensor(37.6198, device='cuda:0')) | > loss_gen: 2.5747945308685303 (2.785517034570822) | > loss_kl: 1.7868735790252686 (1.746178243267403) | > loss_feat: 6.793765068054199 (8.329443701867305) | > loss_mel: 12.34300422668457 (13.650630337468684) | > loss_duration: 1.7093768119812012 (1.7107508236102846) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.207815170288086 (28.222520126385636) | > grad_norm_1: tensor(659.9939, device='cuda:0') (tensor(829.2459, device='cuda:0')) | > current_lr_0: 0.00019798509175295552 | > current_lr_1: 0.00019798509175295552 | > step_time: 0.8063 (0.8341629816575001) | > loader_time: 0.0096 (0.010533422231674194)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3587045669555664 (2.3587045669555664) | > loss_disc_real_0: 0.14248797297477722 (0.14248797297477722) | > loss_disc_real_1: 0.1837000697851181 (0.1837000697851181) | > loss_disc_real_2: 0.2271324247121811 (0.2271324247121811) | > loss_disc_real_3: 0.21416889131069183 (0.21416889131069183) | > loss_disc_real_4: 0.22566889226436615 (0.22566889226436615) | > loss_disc_real_5: 0.22562848031520844 (0.22562848031520844) | > loss_0: 2.3587045669555664 (2.3587045669555664) | > loss_gen: 2.419990301132202 (2.419990301132202) | > loss_kl: 1.9152370691299438 (1.9152370691299438) | > loss_feat: 6.885183811187744 (6.885183811187744) | > loss_mel: 12.314807891845703 (12.314807891845703) | > loss_duration: 1.6762800216674805 (1.6762800216674805) | > loss_1: 25.211498260498047 (25.211498260498047)  --> STEP: 1 | > loss_disc: 2.1054177284240723 (2.1054177284240723) | > loss_disc_real_0: 0.12528859078884125 (0.12528859078884125) | > loss_disc_real_1: 0.17984481155872345 (0.17984481155872345) | > loss_disc_real_2: 0.21532155573368073 (0.21532155573368073) | > loss_disc_real_3: 0.20908284187316895 (0.20908284187316895) | > loss_disc_real_4: 0.21657289564609528 (0.21657289564609528) | > loss_disc_real_5: 0.22509416937828064 (0.22509416937828064) | > loss_0: 2.1054177284240723 (2.1054177284240723) | > loss_gen: 2.8804233074188232 (2.8804233074188232) | > loss_kl: 2.036348342895508 (2.036348342895508) | > loss_feat: 8.570008277893066 (8.570008277893066) | > loss_mel: 15.32104778289795 (15.32104778289795) | > loss_duration: 1.762163758277893 (1.762163758277893) | > loss_1: 30.569990158081055 (30.569990158081055)  --> STEP: 2 | > loss_disc: 2.2638845443725586 (2.1846511363983154) | > loss_disc_real_0: 0.13723474740982056 (0.1312616690993309) | > loss_disc_real_1: 0.17295260727405548 (0.17639870941638947) | > loss_disc_real_2: 0.24256481230258942 (0.22894318401813507) | > loss_disc_real_3: 0.19383253157138824 (0.2014576867222786) | > loss_disc_real_4: 0.20814307034015656 (0.21235798299312592) | > loss_disc_real_5: 0.21230125427246094 (0.2186977118253708) | > loss_0: 2.2638845443725586 (2.1846511363983154) | > loss_gen: 2.4710724353790283 (2.675747871398926) | > loss_kl: 1.871457576751709 (1.9539029598236084) | > loss_feat: 7.335623264312744 (7.952815771102905) | > loss_mel: 13.119329452514648 (14.220188617706299) | > loss_duration: 1.7864634990692139 (1.7743136286735535) | > loss_1: 26.583946228027344 (28.5769681930542)  --> STEP: 3 | > loss_disc: 2.2428574562072754 (2.2040532430013022) | > loss_disc_real_0: 0.14190882444381714 (0.13481072088082632) | > loss_disc_real_1: 0.17573748528957367 (0.17617830137411752) | > loss_disc_real_2: 0.21181434392929077 (0.22323357065518698) | > loss_disc_real_3: 0.19896937906742096 (0.20062825083732605) | > loss_disc_real_4: 0.191634401679039 (0.20545012255509695) | > loss_disc_real_5: 0.19947002828121185 (0.2122884839773178) | > loss_0: 2.2428574562072754 (2.2040532430013022) | > loss_gen: 2.424450397491455 (2.591982046763102) | > loss_kl: 1.9616742134094238 (1.9564933776855469) | > loss_feat: 7.838647365570068 (7.914759635925293) | > loss_mel: 14.059372901916504 (14.166583379109701) | > loss_duration: 1.7941490411758423 (1.7809254328409831) | > loss_1: 28.07829475402832 (28.410743713378906)  --> STEP: 4 | > loss_disc: 2.1383090019226074 (2.1876171827316284) | > loss_disc_real_0: 0.11127477884292603 (0.12892673537135124) | > loss_disc_real_1: 0.16473262012004852 (0.17331688106060028) | > loss_disc_real_2: 0.19838212430477142 (0.21702070906758308) | > loss_disc_real_3: 0.1863097995519638 (0.1970486380159855) | > loss_disc_real_4: 0.20038451254367828 (0.20418372005224228) | > loss_disc_real_5: 0.20912575721740723 (0.21149780228734016) | > loss_0: 2.1383090019226074 (2.1876171827316284) | > loss_gen: 2.5564844608306885 (2.583107650279999) | > loss_kl: 2.0650577545166016 (1.9836344718933105) | > loss_feat: 7.719927787780762 (7.86605167388916) | > loss_mel: 13.640480041503906 (14.035057544708252) | > loss_duration: 1.726008415222168 (1.7671961784362793) | > loss_1: 27.707958221435547 (28.235047340393066) --> EVAL PERFORMANCE | > avg_loader_time: 0.28916436433792114 (+0.012730002403259277) | > avg_loss_disc: 2.1876171827316284 (-0.1075516939163208) | > avg_loss_disc_real_0: 0.12892673537135124 (-0.01734040305018425) | > avg_loss_disc_real_1: 0.17331688106060028 (-0.012907888740301132) | > avg_loss_disc_real_2: 0.21702070906758308 (+0.028867337852716446) | > avg_loss_disc_real_3: 0.1970486380159855 (-0.014232374727725983) | > avg_loss_disc_real_4: 0.20418372005224228 (-0.06430770456790924) | > avg_loss_disc_real_5: 0.21149780228734016 (+0.002486150711774826) | > avg_loss_0: 2.1876171827316284 (-0.1075516939163208) | > avg_loss_gen: 2.583107650279999 (+0.03499823808670044) | > avg_loss_kl: 1.9836344718933105 (+0.09219533205032349) | > avg_loss_feat: 7.86605167388916 (+0.5019696950912476) | > avg_loss_mel: 14.035057544708252 (+0.6062607765197754) | > avg_loss_duration: 1.7671961784362793 (-0.006182730197906494) | > avg_loss_1: 28.235047340393066 (+1.2292413711547852)  > EPOCH: 82/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 03:56:12)   --> TIME: 2025-05-09 03:56:45 -- STEP: 37/725 -- GLOBAL_STEP: 105350 | > loss_disc: 2.153096914291382 (2.204903454393953) | > loss_disc_real_0: 0.10194820165634155 (0.14305559686712313) | > loss_disc_real_1: 0.1997687816619873 (0.19416264142539053) | > loss_disc_real_2: 0.19793546199798584 (0.1897283836796477) | > loss_disc_real_3: 0.22123193740844727 (0.20369906441585436) | > loss_disc_real_4: 0.20639140903949738 (0.1978099833469133) | > loss_disc_real_5: 0.18093642592430115 (0.2023841702454799) | > loss_0: 2.153096914291382 (2.204903454393953) | > grad_norm_0: tensor(16.3462, device='cuda:0') (tensor(38.2752, device='cuda:0')) | > loss_gen: 2.6439738273620605 (2.820294850581401) | > loss_kl: 1.6163827180862427 (1.771015679514086) | > loss_feat: 7.962434768676758 (8.612077983650002) | > loss_mel: 11.727360725402832 (13.916395651327598) | > loss_duration: 1.7029650211334229 (1.704051739460713) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.653118133544922 (28.823835733774548) | > grad_norm_1: tensor(628.9035, device='cuda:0') (tensor(712.9295, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8457 (0.8329171038962699) | > loader_time: 0.0108 (0.010337030565416492)  --> TIME: 2025-05-09 03:57:27 -- STEP: 87/725 -- GLOBAL_STEP: 105400 | > loss_disc: 2.159722089767456 (2.210654990426426) | > loss_disc_real_0: 0.12258859723806381 (0.14070559400080265) | > loss_disc_real_1: 0.1966511458158493 (0.19377990786371563) | > loss_disc_real_2: 0.18364588916301727 (0.19044605308565601) | > loss_disc_real_3: 0.22480590641498566 (0.20455293614288855) | > loss_disc_real_4: 0.1850738823413849 (0.19616706189752994) | > loss_disc_real_5: 0.219450443983078 (0.20422810641513472) | > loss_0: 2.159722089767456 (2.210654990426426) | > grad_norm_0: tensor(25.6976, device='cuda:0') (tensor(34.0698, device='cuda:0')) | > loss_gen: 2.7968368530273438 (2.7883042165602756) | > loss_kl: 1.6807916164398193 (1.755805151215915) | > loss_feat: 8.489007949829102 (8.480960517094047) | > loss_mel: 15.251201629638672 (13.785519271061338) | > loss_duration: 1.6746588945388794 (1.7072763717037507) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.892498016357422 (28.517865564631318) | > grad_norm_1: tensor(1104.1718, device='cuda:0') (tensor(681.1721, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8058 (0.8332609335581461) | > loader_time: 0.0096 (0.01023820624954399)  --> TIME: 2025-05-09 03:58:10 -- STEP: 137/725 -- GLOBAL_STEP: 105450 | > loss_disc: 2.00124454498291 (2.2001295629208983) | > loss_disc_real_0: 0.10302922129631042 (0.13740698152976316) | > loss_disc_real_1: 0.18365944921970367 (0.1936280894888579) | > loss_disc_real_2: 0.16842985153198242 (0.1896342650382188) | > loss_disc_real_3: 0.171624094247818 (0.20371868379794772) | > loss_disc_real_4: 0.16640706360340118 (0.19638886580066958) | > loss_disc_real_5: 0.18470367789268494 (0.20320756385361188) | > loss_0: 2.00124454498291 (2.2001295629208983) | > grad_norm_0: tensor(35.2910, device='cuda:0') (tensor(34.8601, device='cuda:0')) | > loss_gen: 3.063295602798462 (2.7877694377063835) | > loss_kl: 1.8385316133499146 (1.7578591099620735) | > loss_feat: 9.858148574829102 (8.46773927229164) | > loss_mel: 14.802800178527832 (13.722354025736342) | > loss_duration: 1.6856365203857422 (1.7079192887257486) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.2484130859375 (28.44364125885232) | > grad_norm_1: tensor(940.5847, device='cuda:0') (tensor(777.5914, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.807 (0.8321040494598612) | > loader_time: 0.0101 (0.010215926344377279)  --> TIME: 2025-05-09 03:58:52 -- STEP: 187/725 -- GLOBAL_STEP: 105500 | > loss_disc: 2.362372875213623 (2.19473779520249) | > loss_disc_real_0: 0.17045490443706512 (0.13432803807810037) | > loss_disc_real_1: 0.20194627344608307 (0.19339644398918765) | > loss_disc_real_2: 0.1911766082048416 (0.18997558337800644) | > loss_disc_real_3: 0.2103145569562912 (0.20358005436983975) | > loss_disc_real_4: 0.2032540887594223 (0.19698338601040968) | > loss_disc_real_5: 0.21214430034160614 (0.20212739451046297) | > loss_0: 2.362372875213623 (2.19473779520249) | > grad_norm_0: tensor(65.4153, device='cuda:0') (tensor(35.2212, device='cuda:0')) | > loss_gen: 2.5061371326446533 (2.7933839349185714) | > loss_kl: 1.7699110507965088 (1.7584135251886703) | > loss_feat: 6.89178466796875 (8.456422107104947) | > loss_mel: 12.344084739685059 (13.680324717638964) | > loss_duration: 1.7115557193756104 (1.7095708107565817) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.223472595214844 (28.398115117282153) | > grad_norm_1: tensor(906.8835, device='cuda:0') (tensor(786.0345, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8341 (0.8321062396554386) | > loader_time: 0.0102 (0.010254724777956057)  --> TIME: 2025-05-09 03:59:35 -- STEP: 237/725 -- GLOBAL_STEP: 105550 | > loss_disc: 2.0441091060638428 (2.194403205742815) | > loss_disc_real_0: 0.06845042109489441 (0.13339597390736715) | > loss_disc_real_1: 0.18587130308151245 (0.1935918691414821) | > loss_disc_real_2: 0.19011075794696808 (0.1904752372689388) | > loss_disc_real_3: 0.2356307953596115 (0.20387349991355766) | > loss_disc_real_4: 0.2397507131099701 (0.1975482228813292) | > loss_disc_real_5: 0.20818474888801575 (0.2025201385408514) | > loss_0: 2.0441091060638428 (2.194403205742815) | > grad_norm_0: tensor(17.8989, device='cuda:0') (tensor(35.2728, device='cuda:0')) | > loss_gen: 3.0016350746154785 (2.7963743571993667) | > loss_kl: 2.051528215408325 (1.7567937877107773) | > loss_feat: 9.231386184692383 (8.440728181525127) | > loss_mel: 14.474851608276367 (13.65583130478356) | > loss_duration: 1.7084012031555176 (1.7096709123643643) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.467802047729492 (28.359398572253777) | > grad_norm_1: tensor(617.5631, device='cuda:0') (tensor(801.0657, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8159 (0.8357308645288652) | > loader_time: 0.0093 (0.010236914147807575)  --> TIME: 2025-05-09 04:00:18 -- STEP: 287/725 -- GLOBAL_STEP: 105600 | > loss_disc: 2.1819205284118652 (2.1978098473897787) | > loss_disc_real_0: 0.15141451358795166 (0.1340424434414932) | > loss_disc_real_1: 0.20114348828792572 (0.19413229807536359) | > loss_disc_real_2: 0.2081548571586609 (0.19047104242786708) | > loss_disc_real_3: 0.21277907490730286 (0.20401005083467902) | > loss_disc_real_4: 0.19477400183677673 (0.19725240803346392) | > loss_disc_real_5: 0.19404323399066925 (0.20251423847384567) | > loss_0: 2.1819205284118652 (2.1978098473897787) | > grad_norm_0: tensor(34.4558, device='cuda:0') (tensor(35.1137, device='cuda:0')) | > loss_gen: 2.9048163890838623 (2.797623663413814) | > loss_kl: 1.6731133460998535 (1.7574957750400182) | > loss_feat: 8.678526878356934 (8.437240188545472) | > loss_mel: 13.284867286682129 (13.674465076433245) | > loss_duration: 1.730918526649475 (1.7105610532627706) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.27224349975586 (28.377385774140578) | > grad_norm_1: tensor(895.6058, device='cuda:0') (tensor(790.7426, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.7948 (0.8366243025151695) | > loader_time: 0.0096 (0.010165305087790667)  --> TIME: 2025-05-09 04:01:01 -- STEP: 337/725 -- GLOBAL_STEP: 105650 | > loss_disc: 2.1404495239257812 (2.195607738254331) | > loss_disc_real_0: 0.22513815760612488 (0.1333214621272392) | > loss_disc_real_1: 0.164353609085083 (0.1941928770669489) | > loss_disc_real_2: 0.1700303554534912 (0.19030920396219023) | > loss_disc_real_3: 0.21017733216285706 (0.20373445576836163) | > loss_disc_real_4: 0.17379608750343323 (0.19727886987722928) | > loss_disc_real_5: 0.18840762972831726 (0.202080108203237) | > loss_0: 2.1404495239257812 (2.195607738254331) | > grad_norm_0: tensor(96.9382, device='cuda:0') (tensor(36.0471, device='cuda:0')) | > loss_gen: 3.026839256286621 (2.802730452766758) | > loss_kl: 1.8228726387023926 (1.7558159283431418) | > loss_feat: 9.398921966552734 (8.447554269954784) | > loss_mel: 14.769495010375977 (13.707390400351692) | > loss_duration: 1.698631763458252 (1.7104949526687758) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.716758728027344 (28.423986016112195) | > grad_norm_1: tensor(938.2585, device='cuda:0') (tensor(793.2673, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8654 (0.8374567887903319) | > loader_time: 0.0103 (0.010128692632612906)  --> TIME: 2025-05-09 04:01:43 -- STEP: 387/725 -- GLOBAL_STEP: 105700 | > loss_disc: 2.168571949005127 (2.198449177027364) | > loss_disc_real_0: 0.1169353500008583 (0.13414452046887507) | > loss_disc_real_1: 0.2090034782886505 (0.19472140085327524) | > loss_disc_real_2: 0.1794436126947403 (0.19043983807859494) | > loss_disc_real_3: 0.21357415616512299 (0.20390513165822632) | > loss_disc_real_4: 0.24202661216259003 (0.19708198990470666) | > loss_disc_real_5: 0.21960218250751495 (0.2024908455074295) | > loss_0: 2.168571949005127 (2.198449177027364) | > grad_norm_0: tensor(29.1436, device='cuda:0') (tensor(35.1517, device='cuda:0')) | > loss_gen: 2.8309192657470703 (2.795985908163301) | > loss_kl: 1.7220910787582397 (1.760123599715319) | > loss_feat: 7.887628555297852 (8.41759476427575) | > loss_mel: 12.752043724060059 (13.687527971982345) | > loss_duration: 1.8107492923736572 (1.710992867940464) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.00343132019043 (28.37222514288062) | > grad_norm_1: tensor(734.1018, device='cuda:0') (tensor(781.4197, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8659 (0.8378506464551584) | > loader_time: 0.011 (0.010085908017417254)  --> TIME: 2025-05-09 04:02:26 -- STEP: 437/725 -- GLOBAL_STEP: 105750 | > loss_disc: 2.166308879852295 (2.198098733168717) | > loss_disc_real_0: 0.07610735297203064 (0.13426111505560795) | > loss_disc_real_1: 0.18520119786262512 (0.19496077104755064) | > loss_disc_real_2: 0.22885625064373016 (0.19064778389592466) | > loss_disc_real_3: 0.24007324874401093 (0.20397379875046712) | > loss_disc_real_4: 0.2611141800880432 (0.19698376176149937) | > loss_disc_real_5: 0.222666397690773 (0.2017311756275338) | > loss_0: 2.166308879852295 (2.198098733168717) | > grad_norm_0: tensor(13.1030, device='cuda:0') (tensor(35.2532, device='cuda:0')) | > loss_gen: 2.8724615573883057 (2.7981083398552715) | > loss_kl: 1.6561977863311768 (1.7585317362909731) | > loss_feat: 8.225994110107422 (8.409680035894459) | > loss_mel: 13.455199241638184 (13.669523477008745) | > loss_duration: 1.688036322593689 (1.7107186183776681) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.89788818359375 (28.346562213155718) | > grad_norm_1: tensor(452.2935, device='cuda:0') (tensor(778.6281, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8935 (0.8381809026207475) | > loader_time: 0.0106 (0.010042535358490059)  --> TIME: 2025-05-09 04:03:09 -- STEP: 487/725 -- GLOBAL_STEP: 105800 | > loss_disc: 2.2474253177642822 (2.199933256701522) | > loss_disc_real_0: 0.14978796243667603 (0.13393352873761064) | > loss_disc_real_1: 0.18446899950504303 (0.19562014493731741) | > loss_disc_real_2: 0.21821942925453186 (0.19094255217781303) | > loss_disc_real_3: 0.1805620789527893 (0.2040221436557339) | > loss_disc_real_4: 0.18587283790111542 (0.1968753553575068) | > loss_disc_real_5: 0.18785150349140167 (0.201670364402158) | > loss_0: 2.2474253177642822 (2.199933256701522) | > grad_norm_0: tensor(16.0721, device='cuda:0') (tensor(34.8016, device='cuda:0')) | > loss_gen: 2.596129894256592 (2.7961743832613646) | > loss_kl: 1.7782350778579712 (1.7546615979999487) | > loss_feat: 7.697230815887451 (8.39596531474369) | > loss_mel: 13.284574508666992 (13.668381935761943) | > loss_duration: 1.6925628185272217 (1.7112263357859618) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.04873275756836 (28.326409565105084) | > grad_norm_1: tensor(75.6179, device='cuda:0') (tensor(766.2736, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.812 (0.8383913152761282) | > loader_time: 0.0097 (0.010037655213530302)  --> TIME: 2025-05-09 04:03:52 -- STEP: 537/725 -- GLOBAL_STEP: 105850 | > loss_disc: 2.3556838035583496 (2.1991701043961878) | > loss_disc_real_0: 0.11595290154218674 (0.13376605684142323) | > loss_disc_real_1: 0.21919424831867218 (0.195440132829952) | > loss_disc_real_2: 0.18754234910011292 (0.19070544192355882) | > loss_disc_real_3: 0.20623250305652618 (0.20387218484665426) | > loss_disc_real_4: 0.19581368565559387 (0.19709951370899004) | > loss_disc_real_5: 0.2030266970396042 (0.2016245436679495) | > loss_0: 2.3556838035583496 (2.1991701043961878) | > grad_norm_0: tensor(18.0934, device='cuda:0') (tensor(34.9527, device='cuda:0')) | > loss_gen: 2.430074453353882 (2.79530231779514) | > loss_kl: 1.7718058824539185 (1.7529883786508713) | > loss_feat: 7.4342451095581055 (8.392402929522683) | > loss_mel: 12.065130233764648 (13.651865779798571) | > loss_duration: 1.73048996925354 (1.7120941042678095) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.431745529174805 (28.304653505151276) | > grad_norm_1: tensor(254.9522, device='cuda:0') (tensor(770.7229, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8426 (0.8387812924340672) | > loader_time: 0.0104 (0.010018720307163683)  --> TIME: 2025-05-09 04:04:35 -- STEP: 587/725 -- GLOBAL_STEP: 105900 | > loss_disc: 2.2380409240722656 (2.196230685487517) | > loss_disc_real_0: 0.1769181489944458 (0.13305931229912243) | > loss_disc_real_1: 0.2046142816543579 (0.19507890360928057) | > loss_disc_real_2: 0.1861526221036911 (0.19049698888646277) | > loss_disc_real_3: 0.17863966524600983 (0.2035930489508825) | > loss_disc_real_4: 0.18767866492271423 (0.19693752435342196) | > loss_disc_real_5: 0.2123221457004547 (0.20134739334071516) | > loss_0: 2.2380409240722656 (2.196230685487517) | > grad_norm_0: tensor(28.4640, device='cuda:0') (tensor(34.5913, device='cuda:0')) | > loss_gen: 2.751126527786255 (2.7979030337000603) | > loss_kl: 1.6351087093353271 (1.7512417324966219) | > loss_feat: 7.6536455154418945 (8.406356408608213) | > loss_mel: 12.343308448791504 (13.653233117098706) | > loss_duration: 1.6771736145019531 (1.7116290962472682) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.06036376953125 (28.32036338429231) | > grad_norm_1: tensor(833.0283, device='cuda:0') (tensor(769.1384, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8569 (0.839212134099697) | > loader_time: 0.0094 (0.009995780567903536)  --> TIME: 2025-05-09 04:05:17 -- STEP: 637/725 -- GLOBAL_STEP: 105950 | > loss_disc: 2.178849697113037 (2.1973820632817813) | > loss_disc_real_0: 0.16413944959640503 (0.13297558688153666) | > loss_disc_real_1: 0.2384730726480484 (0.19525128453268165) | > loss_disc_real_2: 0.20726928114891052 (0.19062812532790968) | > loss_disc_real_3: 0.19434893131256104 (0.20361622020578837) | > loss_disc_real_4: 0.19176234304904938 (0.1971448594631167) | > loss_disc_real_5: 0.21653087437152863 (0.20149962276547828) | > loss_0: 2.178849697113037 (2.1973820632817813) | > grad_norm_0: tensor(53.2000, device='cuda:0') (tensor(34.8785, device='cuda:0')) | > loss_gen: 2.996307134628296 (2.7981106965470697) | > loss_kl: 1.7665010690689087 (1.7489096901293262) | > loss_feat: 8.08104419708252 (8.40300756795813) | > loss_mel: 13.520214080810547 (13.66475073396692) | > loss_duration: 1.6870026588439941 (1.711568020389443) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.051069259643555 (28.326346713295155) | > grad_norm_1: tensor(900.0010, device='cuda:0') (tensor(772.7538, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.841 (0.8395470880451528) | > loader_time: 0.0103 (0.009999117259889417)  --> TIME: 2025-05-09 04:06:00 -- STEP: 687/725 -- GLOBAL_STEP: 106000 | > loss_disc: 2.2296276092529297 (2.196574119674762) | > loss_disc_real_0: 0.1937635987997055 (0.1326872210467054) | > loss_disc_real_1: 0.17020069062709808 (0.195155496420298) | > loss_disc_real_2: 0.1755940169095993 (0.19078589771946072) | > loss_disc_real_3: 0.2164236456155777 (0.20367180714397282) | > loss_disc_real_4: 0.19300049543380737 (0.19708225773064494) | > loss_disc_real_5: 0.2281786948442459 (0.20139574382069164) | > loss_0: 2.2296276092529297 (2.196574119674762) | > grad_norm_0: tensor(82.6438, device='cuda:0') (tensor(35.1125, device='cuda:0')) | > loss_gen: 2.749246835708618 (2.7995229239373534) | > loss_kl: 1.7785356044769287 (1.7498789812279578) | > loss_feat: 8.3021240234375 (8.410823442356381) | > loss_mel: 14.003264427185059 (13.682921830223119) | > loss_duration: 1.732100009918213 (1.7117499624971393) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.565269470214844 (28.35489712011345) | > grad_norm_1: tensor(870.8508, device='cuda:0') (tensor(776.7533, device='cuda:0')) | > current_lr_0: 0.0001979603436164864 | > current_lr_1: 0.0001979603436164864 | > step_time: 0.8703 (0.8395336066444538) | > loader_time: 0.0102 (0.010000868135144095) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_106000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3087449073791504 (2.3087449073791504) | > loss_disc_real_0: 0.11381059885025024 (0.11381059885025024) | > loss_disc_real_1: 0.16620275378227234 (0.16620275378227234) | > loss_disc_real_2: 0.1736600697040558 (0.1736600697040558) | > loss_disc_real_3: 0.2113780528306961 (0.2113780528306961) | > loss_disc_real_4: 0.23189350962638855 (0.23189350962638855) | > loss_disc_real_5: 0.2491554617881775 (0.2491554617881775) | > loss_0: 2.3087449073791504 (2.3087449073791504) | > loss_gen: 2.3649282455444336 (2.3649282455444336) | > loss_kl: 2.074298143386841 (2.074298143386841) | > loss_feat: 7.592874526977539 (7.592874526977539) | > loss_mel: 13.617854118347168 (13.617854118347168) | > loss_duration: 1.6958763599395752 (1.6958763599395752) | > loss_1: 27.34583282470703 (27.34583282470703)  --> STEP: 1 | > loss_disc: 2.2861485481262207 (2.2861485481262207) | > loss_disc_real_0: 0.10565979778766632 (0.10565979778766632) | > loss_disc_real_1: 0.1665555238723755 (0.1665555238723755) | > loss_disc_real_2: 0.1901795119047165 (0.1901795119047165) | > loss_disc_real_3: 0.20201480388641357 (0.20201480388641357) | > loss_disc_real_4: 0.2482002228498459 (0.2482002228498459) | > loss_disc_real_5: 0.23797404766082764 (0.23797404766082764) | > loss_0: 2.2861485481262207 (2.2861485481262207) | > loss_gen: 2.462531805038452 (2.462531805038452) | > loss_kl: 1.9226266145706177 (1.9226266145706177) | > loss_feat: 7.733643531799316 (7.733643531799316) | > loss_mel: 13.477178573608398 (13.477178573608398) | > loss_duration: 1.7679266929626465 (1.7679266929626465) | > loss_1: 27.363908767700195 (27.363908767700195)  --> STEP: 2 | > loss_disc: 2.297329902648926 (2.2917392253875732) | > loss_disc_real_0: 0.1003802940249443 (0.10302004590630531) | > loss_disc_real_1: 0.15862202644348145 (0.16258877515792847) | > loss_disc_real_2: 0.16869910061359406 (0.17943930625915527) | > loss_disc_real_3: 0.22316120564937592 (0.21258800476789474) | > loss_disc_real_4: 0.2533038258552551 (0.2507520243525505) | > loss_disc_real_5: 0.23716212809085846 (0.23756808787584305) | > loss_0: 2.297329902648926 (2.2917392253875732) | > loss_gen: 2.401223659515381 (2.4318777322769165) | > loss_kl: 2.0722546577453613 (1.9974406361579895) | > loss_feat: 7.29116153717041 (7.512402534484863) | > loss_mel: 13.66843032836914 (13.57280445098877) | > loss_duration: 1.8011375665664673 (1.7845321297645569) | > loss_1: 27.234209060668945 (27.29905891418457)  --> STEP: 3 | > loss_disc: 2.312974214553833 (2.2988175551096597) | > loss_disc_real_0: 0.11223349720239639 (0.10609119633833568) | > loss_disc_real_1: 0.17887453734874725 (0.16801736255486807) | > loss_disc_real_2: 0.1727442592382431 (0.17720762391885123) | > loss_disc_real_3: 0.21717429161071777 (0.21411676704883575) | > loss_disc_real_4: 0.23601363599300385 (0.24583922823270163) | > loss_disc_real_5: 0.25453123450279236 (0.24322247008482614) | > loss_0: 2.312974214553833 (2.2988175551096597) | > loss_gen: 2.4540975093841553 (2.439284324645996) | > loss_kl: 2.135928153991699 (2.0436031421025596) | > loss_feat: 7.1612772941589355 (7.395360787709554) | > loss_mel: 13.294352531433105 (13.479987144470215) | > loss_duration: 1.7839977741241455 (1.7843540112177532) | > loss_1: 26.829652786254883 (27.142590204874676)  --> STEP: 4 | > loss_disc: 2.2672109603881836 (2.2909159064292908) | > loss_disc_real_0: 0.10940901190042496 (0.106920650228858) | > loss_disc_real_1: 0.17108365893363953 (0.16878393664956093) | > loss_disc_real_2: 0.17519767582416534 (0.17670513689517975) | > loss_disc_real_3: 0.20492763817310333 (0.21181948482990265) | > loss_disc_real_4: 0.23255863785743713 (0.2425190806388855) | > loss_disc_real_5: 0.3020457923412323 (0.2579283006489277) | > loss_0: 2.2672109603881836 (2.2909159064292908) | > loss_gen: 2.4957656860351562 (2.453404664993286) | > loss_kl: 1.6236796379089355 (1.9386222660541534) | > loss_feat: 7.503913879394531 (7.422499060630798) | > loss_mel: 14.752782821655273 (13.79818606376648) | > loss_duration: 1.7244666814804077 (1.7693821787834167) | > loss_1: 28.100608825683594 (27.382094860076904) --> EVAL PERFORMANCE | > avg_loader_time: 0.29494011402130127 (+0.005775749683380127) | > avg_loss_disc: 2.2909159064292908 (+0.10329872369766235) | > avg_loss_disc_real_0: 0.106920650228858 (-0.022006085142493248) | > avg_loss_disc_real_1: 0.16878393664956093 (-0.004532944411039352) | > avg_loss_disc_real_2: 0.17670513689517975 (-0.040315572172403336) | > avg_loss_disc_real_3: 0.21181948482990265 (+0.01477084681391716) | > avg_loss_disc_real_4: 0.2425190806388855 (+0.03833536058664322) | > avg_loss_disc_real_5: 0.2579283006489277 (+0.046430498361587524) | > avg_loss_0: 2.2909159064292908 (+0.10329872369766235) | > avg_loss_gen: 2.453404664993286 (-0.12970298528671265) | > avg_loss_kl: 1.9386222660541534 (-0.045012205839157104) | > avg_loss_feat: 7.422499060630798 (-0.4435526132583618) | > avg_loss_mel: 13.79818606376648 (-0.23687148094177246) | > avg_loss_duration: 1.7693821787834167 (+0.002186000347137451) | > avg_loss_1: 27.382094860076904 (-0.8529524803161621)  > EPOCH: 83/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 04:06:42)   --> TIME: 2025-05-09 04:06:54 -- STEP: 12/725 -- GLOBAL_STEP: 106050 | > loss_disc: 2.3603312969207764 (2.22273580233256) | > loss_disc_real_0: 0.08753658831119537 (0.15321682331462702) | > loss_disc_real_1: 0.19642402231693268 (0.1958251086374124) | > loss_disc_real_2: 0.21222805976867676 (0.1913940099378427) | > loss_disc_real_3: 0.2139015793800354 (0.19912774612506232) | > loss_disc_real_4: 0.2051372230052948 (0.19574779147903124) | > loss_disc_real_5: 0.14957506954669952 (0.2027612899740537) | > loss_0: 2.3603312969207764 (2.22273580233256) | > grad_norm_0: tensor(43.1601, device='cuda:0') (tensor(46.9762, device='cuda:0')) | > loss_gen: 2.440552234649658 (2.8179060022036233) | > loss_kl: 1.8247027397155762 (1.776050607363383) | > loss_feat: 6.7623796463012695 (8.338611324628195) | > loss_mel: 11.998207092285156 (13.525482177734375) | > loss_duration: 1.7487318515777588 (1.716729422410329) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.774572372436523 (28.174779256184895) | > grad_norm_1: tensor(936.4763, device='cuda:0') (tensor(706.3031, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8393 (0.8299517432848612) | > loader_time: 0.0087 (0.009612560272216797)  --> TIME: 2025-05-09 04:07:37 -- STEP: 62/725 -- GLOBAL_STEP: 106100 | > loss_disc: 2.266835927963257 (2.1861253996049204) | > loss_disc_real_0: 0.11940403282642365 (0.1361348131491292) | > loss_disc_real_1: 0.19368267059326172 (0.19163662195205688) | > loss_disc_real_2: 0.2301795482635498 (0.190442657999454) | > loss_disc_real_3: 0.19795019924640656 (0.20254314546623536) | > loss_disc_real_4: 0.2634715139865875 (0.19632899785234081) | > loss_disc_real_5: 0.19784711301326752 (0.20066067744647306) | > loss_0: 2.266835927963257 (2.1861253996049204) | > grad_norm_0: tensor(14.4718, device='cuda:0') (tensor(34.5159, device='cuda:0')) | > loss_gen: 2.6395037174224854 (2.8000610759181352) | > loss_kl: 1.604191541671753 (1.7397357975282977) | > loss_feat: 7.984043121337891 (8.377359713277505) | > loss_mel: 12.035294532775879 (13.738637724230367) | > loss_duration: 1.7507874965667725 (1.7074560138487047) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.01382064819336 (28.363250301730247) | > grad_norm_1: tensor(410.7345, device='cuda:0') (tensor(761.4061, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8333 (0.8440338065547328) | > loader_time: 0.0094 (0.009994372244804137)  --> TIME: 2025-05-09 04:08:20 -- STEP: 112/725 -- GLOBAL_STEP: 106150 | > loss_disc: 2.0740182399749756 (2.193770352218833) | > loss_disc_real_0: 0.10073176771402359 (0.13201105222105972) | > loss_disc_real_1: 0.20243598520755768 (0.1939738765358925) | > loss_disc_real_2: 0.20734365284442902 (0.19053617785019533) | > loss_disc_real_3: 0.19218440353870392 (0.20222657586314846) | > loss_disc_real_4: 0.17517511546611786 (0.19760094143982446) | > loss_disc_real_5: 0.17463670670986176 (0.20263716272477597) | > loss_0: 2.0740182399749756 (2.193770352218833) | > grad_norm_0: tensor(24.3708, device='cuda:0') (tensor(34.6441, device='cuda:0')) | > loss_gen: 2.9599366188049316 (2.782643035054207) | > loss_kl: 1.8991599082946777 (1.762226548578058) | > loss_feat: 9.332901000976562 (8.30450499057769) | > loss_mel: 13.512638092041016 (13.529369396822792) | > loss_duration: 1.725551724433899 (1.7144287579825945) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.430187225341797 (28.093172703470504) | > grad_norm_1: tensor(845.3385, device='cuda:0') (tensor(790.3477, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.808 (0.8447306539331164) | > loader_time: 0.0096 (0.009938542331968035)  --> TIME: 2025-05-09 04:09:02 -- STEP: 162/725 -- GLOBAL_STEP: 106200 | > loss_disc: 2.2293102741241455 (2.1940622366504914) | > loss_disc_real_0: 0.11497575044631958 (0.13311248990120705) | > loss_disc_real_1: 0.172757089138031 (0.1935227287956226) | > loss_disc_real_2: 0.2012416273355484 (0.19028487332441185) | > loss_disc_real_3: 0.19967205822467804 (0.20258404985990053) | > loss_disc_real_4: 0.17383398115634918 (0.19791287790845952) | > loss_disc_real_5: 0.19436967372894287 (0.20172442201478977) | > loss_0: 2.2293102741241455 (2.1940622366504914) | > grad_norm_0: tensor(38.0867, device='cuda:0') (tensor(37.6501, device='cuda:0')) | > loss_gen: 2.6227729320526123 (2.7961732546488456) | > loss_kl: 1.6718043088912964 (1.7760989482020155) | > loss_feat: 8.685553550720215 (8.380539064054133) | > loss_mel: 13.812396049499512 (13.593119421122987) | > loss_duration: 1.6732736825942993 (1.7143570287728016) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.46579933166504 (28.260287802896382) | > grad_norm_1: tensor(601.8108, device='cuda:0') (tensor(801.6108, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8212 (0.8425080835083385) | > loader_time: 0.0106 (0.00989194711049398)  --> TIME: 2025-05-09 04:09:45 -- STEP: 212/725 -- GLOBAL_STEP: 106250 | > loss_disc: 2.186586856842041 (2.2015226899452935) | > loss_disc_real_0: 0.17222842574119568 (0.13383927294668166) | > loss_disc_real_1: 0.17757199704647064 (0.19430100355508192) | > loss_disc_real_2: 0.19736242294311523 (0.19143296778202054) | > loss_disc_real_3: 0.21949554979801178 (0.20347109310469538) | > loss_disc_real_4: 0.2220229059457779 (0.19853787250676252) | > loss_disc_real_5: 0.18727105855941772 (0.2022158007295626) | > loss_0: 2.186586856842041 (2.2015226899452935) | > grad_norm_0: tensor(40.9729, device='cuda:0') (tensor(37.1349, device='cuda:0')) | > loss_gen: 2.7654612064361572 (2.7886430362485495) | > loss_kl: 1.604756474494934 (1.775547759150559) | > loss_feat: 7.7771992683410645 (8.332678014377382) | > loss_mel: 12.832213401794434 (13.571797190972095) | > loss_duration: 1.72513747215271 (1.7141806792538121) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.70476722717285 (28.18284678909014) | > grad_norm_1: tensor(1056.9683, device='cuda:0') (tensor(806.3267, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8393 (0.8432556345777692) | > loader_time: 0.0103 (0.00985771642540986)  --> TIME: 2025-05-09 04:10:28 -- STEP: 262/725 -- GLOBAL_STEP: 106300 | > loss_disc: 2.2892022132873535 (2.2069697452865498) | > loss_disc_real_0: 0.16384762525558472 (0.1364136208559721) | > loss_disc_real_1: 0.20873381197452545 (0.194749521788295) | > loss_disc_real_2: 0.2158971130847931 (0.1914202134117825) | > loss_disc_real_3: 0.18902060389518738 (0.2037221599967425) | > loss_disc_real_4: 0.22770148515701294 (0.1984368962527232) | > loss_disc_real_5: 0.24297869205474854 (0.20315772340497895) | > loss_0: 2.2892022132873535 (2.2069697452865498) | > grad_norm_0: tensor(41.2280, device='cuda:0') (tensor(36.3488, device='cuda:0')) | > loss_gen: 2.7021853923797607 (2.7789377265304105) | > loss_kl: 1.7206659317016602 (1.7741304272003757) | > loss_feat: 6.984874725341797 (8.294440977446) | > loss_mel: 12.272171974182129 (13.542356840526784) | > loss_duration: 1.6952142715454102 (1.714506036907662) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.375110626220703 (28.104372082775786) | > grad_norm_1: tensor(798.5556, device='cuda:0') (tensor(786.7403, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8871 (0.84290439754952) | > loader_time: 0.0103 (0.009865492354822526)  --> TIME: 2025-05-09 04:11:11 -- STEP: 312/725 -- GLOBAL_STEP: 106350 | > loss_disc: 2.206716537475586 (2.210672652492157) | > loss_disc_real_0: 0.1268744170665741 (0.13615179811723715) | > loss_disc_real_1: 0.20256683230400085 (0.19523445258920008) | > loss_disc_real_2: 0.19613273441791534 (0.19198810027386892) | > loss_disc_real_3: 0.2096162587404251 (0.20396084094849906) | > loss_disc_real_4: 0.20634610950946808 (0.19858619494315916) | > loss_disc_real_5: 0.2163085639476776 (0.2029462221245735) | > loss_0: 2.206716537475586 (2.210672652492157) | > grad_norm_0: tensor(23.7240, device='cuda:0') (tensor(36.2353, device='cuda:0')) | > loss_gen: 2.71926212310791 (2.778290482667777) | > loss_kl: 1.8035420179367065 (1.7732311701163268) | > loss_feat: 7.767595291137695 (8.290347125285715) | > loss_mel: 12.730684280395508 (13.526537201343439) | > loss_duration: 1.7002836465835571 (1.7131614283873484) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.72136688232422 (28.08156744639079) | > grad_norm_1: tensor(330.6910, device='cuda:0') (tensor(775.9131, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8484 (0.842976512053074) | > loader_time: 0.0099 (0.009871718211051752)  --> TIME: 2025-05-09 04:11:54 -- STEP: 362/725 -- GLOBAL_STEP: 106400 | > loss_disc: 2.301258087158203 (2.2080907271711867) | > loss_disc_real_0: 0.15458732843399048 (0.13456574563986679) | > loss_disc_real_1: 0.21281960606575012 (0.19512233772001206) | > loss_disc_real_2: 0.19979524612426758 (0.19169713367414734) | > loss_disc_real_3: 0.22137551009655 (0.20409235045396154) | > loss_disc_real_4: 0.20965251326560974 (0.19878767941208839) | > loss_disc_real_5: 0.2074231505393982 (0.20264008233725037) | > loss_0: 2.301258087158203 (2.2080907271711867) | > grad_norm_0: tensor(39.6080, device='cuda:0') (tensor(35.9904, device='cuda:0')) | > loss_gen: 2.608883857727051 (2.7811768114237494) | > loss_kl: 1.7776432037353516 (1.7710715943937143) | > loss_feat: 7.250177383422852 (8.309262477231947) | > loss_mel: 11.338295936584473 (13.54032821813341) | > loss_duration: 1.6466143131256104 (1.7112834832286308) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.621612548828125 (28.113122634466183) | > grad_norm_1: tensor(558.2175, device='cuda:0') (tensor(773.4816, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8365 (0.8436886941530428) | > loader_time: 0.0095 (0.009837223021365004)  --> TIME: 2025-05-09 04:12:37 -- STEP: 412/725 -- GLOBAL_STEP: 106450 | > loss_disc: 2.2162530422210693 (2.204727084891312) | > loss_disc_real_0: 0.18077923357486725 (0.13392766214256138) | > loss_disc_real_1: 0.2141163945198059 (0.1949014103456029) | > loss_disc_real_2: 0.19458304345607758 (0.19160363866576868) | > loss_disc_real_3: 0.20285664498806 (0.20372001736343479) | > loss_disc_real_4: 0.23234353959560394 (0.1984180514745921) | > loss_disc_real_5: 0.1526368260383606 (0.20229066109049668) | > loss_0: 2.2162530422210693 (2.204727084891312) | > grad_norm_0: tensor(36.6554, device='cuda:0') (tensor(35.8953, device='cuda:0')) | > loss_gen: 2.857081413269043 (2.7863793946006923) | > loss_kl: 1.8269952535629272 (1.7661926830277859) | > loss_feat: 8.389837265014648 (8.3206427861186) | > loss_mel: 13.238202095031738 (13.553722578344994) | > loss_duration: 1.712538242340088 (1.7113747000694275) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.0246524810791 (28.13831219163913) | > grad_norm_1: tensor(641.8083, device='cuda:0') (tensor(770.0406, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8747 (0.8443264787636914) | > loader_time: 0.0097 (0.009804938603373413)  --> TIME: 2025-05-09 04:13:20 -- STEP: 462/725 -- GLOBAL_STEP: 106500 | > loss_disc: 2.25709867477417 (2.2065996705711672) | > loss_disc_real_0: 0.16305215656757355 (0.13395387551936735) | > loss_disc_real_1: 0.17297014594078064 (0.19520323207497076) | > loss_disc_real_2: 0.24143792688846588 (0.19196935417332173) | > loss_disc_real_3: 0.192847341299057 (0.20359426707803424) | > loss_disc_real_4: 0.19358213245868683 (0.19863677692490742) | > loss_disc_real_5: 0.19914183020591736 (0.20218239511762345) | > loss_0: 2.25709867477417 (2.2065996705711672) | > grad_norm_0: tensor(55.4120, device='cuda:0') (tensor(35.9833, device='cuda:0')) | > loss_gen: 2.7314746379852295 (2.781430429710454) | > loss_kl: 1.8505622148513794 (1.765814201656358) | > loss_feat: 7.816291809082031 (8.297579871627681) | > loss_mel: 12.980546951293945 (13.533240033434582) | > loss_duration: 1.7544118165969849 (1.711109177890794) | > amp_scaler: 256.0 (133.54112554112555) | > loss_1: 27.133285522460938 (28.08917376695773) | > grad_norm_1: tensor(1133.6884, device='cuda:0') (tensor(773.1614, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.79 (0.8441340030529798) | > loader_time: 0.0106 (0.009798463804897298)  --> TIME: 2025-05-09 04:14:03 -- STEP: 512/725 -- GLOBAL_STEP: 106550 | > loss_disc: 2.0792603492736816 (2.2044556101318458) | > loss_disc_real_0: 0.12657025456428528 (0.13427458899968753) | > loss_disc_real_1: 0.16515295207500458 (0.19504126143874595) | > loss_disc_real_2: 0.1691618263721466 (0.191570678493008) | > loss_disc_real_3: 0.1981150209903717 (0.20334839928545984) | > loss_disc_real_4: 0.1563868373632431 (0.1982491926464718) | > loss_disc_real_5: 0.24968260526657104 (0.20204039037344046) | > loss_0: 2.0792603492736816 (2.2044556101318458) | > grad_norm_0: tensor(23.1614, device='cuda:0') (tensor(36.3741, device='cuda:0')) | > loss_gen: 2.9755842685699463 (2.787247364874929) | > loss_kl: 1.8910847902297974 (1.766467475797981) | > loss_feat: 9.30531120300293 (8.31565929949284) | > loss_mel: 14.78302001953125 (13.558661922812462) | > loss_duration: 1.681355357170105 (1.71150195854716) | > amp_scaler: 128.0 (134.0) | > loss_1: 30.636354446411133 (28.139538060873747) | > grad_norm_1: tensor(746.3199, device='cuda:0') (tensor(772.3531, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8407 (0.8438404356129467) | > loader_time: 0.0097 (0.009805091656744485)  --> TIME: 2025-05-09 04:14:46 -- STEP: 562/725 -- GLOBAL_STEP: 106600 | > loss_disc: 2.1240017414093018 (2.20289870110271) | > loss_disc_real_0: 0.12648296356201172 (0.13359226708655025) | > loss_disc_real_1: 0.1765219122171402 (0.19516314963853226) | > loss_disc_real_2: 0.2215004712343216 (0.19162370291044703) | > loss_disc_real_3: 0.22660578787326813 (0.2031482859544482) | > loss_disc_real_4: 0.20910878479480743 (0.19821202023173573) | > loss_disc_real_5: 0.20110976696014404 (0.2017411188988074) | > loss_0: 2.1240017414093018 (2.20289870110271) | > grad_norm_0: tensor(20.2836, device='cuda:0') (tensor(36.1284, device='cuda:0')) | > loss_gen: 3.0448145866394043 (2.7901569676993163) | > loss_kl: 1.8308219909667969 (1.7704891753366407) | > loss_feat: 9.328163146972656 (8.328165948603077) | > loss_mel: 14.181591033935547 (13.579709093765858) | > loss_duration: 1.677714467048645 (1.7113271535927714) | > amp_scaler: 128.0 (133.46619217081854) | > loss_1: 30.063106536865234 (28.1798483892692) | > grad_norm_1: tensor(826.8277, device='cuda:0') (tensor(767.9545, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8657 (0.8443835367087368) | > loader_time: 0.0094 (0.009812845454097224)  --> TIME: 2025-05-09 04:15:29 -- STEP: 612/725 -- GLOBAL_STEP: 106650 | > loss_disc: 2.142080783843994 (2.2044498232844627) | > loss_disc_real_0: 0.1317630410194397 (0.13382487682613453) | > loss_disc_real_1: 0.18714995682239532 (0.1952985821206584) | > loss_disc_real_2: 0.21302498877048492 (0.19171316573530242) | > loss_disc_real_3: 0.1995084136724472 (0.20322827622294415) | > loss_disc_real_4: 0.1974010318517685 (0.19832248949244918) | > loss_disc_real_5: 0.22045676410198212 (0.20190033360439189) | > loss_0: 2.142080783843994 (2.2044498232844627) | > grad_norm_0: tensor(17.1876, device='cuda:0') (tensor(36.1818, device='cuda:0')) | > loss_gen: 2.8206238746643066 (2.7857732776722886) | > loss_kl: 1.4909852743148804 (1.7673073644731558) | > loss_feat: 8.133779525756836 (8.318861304544937) | > loss_mel: 13.480644226074219 (13.574490533155554) | > loss_duration: 1.6532495021820068 (1.7110021270178501) | > amp_scaler: 128.0 (133.01960784313738) | > loss_1: 27.579280853271484 (28.157434656729105) | > grad_norm_1: tensor(829.9414, device='cuda:0') (tensor(772.6514, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8024 (0.843968850724837) | > loader_time: 0.0087 (0.00981356622346866)  --> TIME: 2025-05-09 04:16:11 -- STEP: 662/725 -- GLOBAL_STEP: 106700 | > loss_disc: 2.225717067718506 (2.2042713127467577) | > loss_disc_real_0: 0.14756689965724945 (0.13377458778325332) | > loss_disc_real_1: 0.19817017018795013 (0.19522877294131266) | > loss_disc_real_2: 0.19986337423324585 (0.19182997953225486) | > loss_disc_real_3: 0.21156707406044006 (0.20306744428739798) | > loss_disc_real_4: 0.20144854485988617 (0.19834419299378506) | > loss_disc_real_5: 0.1974906325340271 (0.20192774268165464) | > loss_0: 2.225717067718506 (2.2042713127467577) | > grad_norm_0: tensor(36.9254, device='cuda:0') (tensor(36.1089, device='cuda:0')) | > loss_gen: 2.739180564880371 (2.7859674313997567) | > loss_kl: 1.929823398590088 (1.7658189454107487) | > loss_feat: 8.136613845825195 (8.321276312508246) | > loss_mel: 13.975189208984375 (13.578539102099093) | > loss_duration: 1.7360258102416992 (1.7113207490422575) | > amp_scaler: 128.0 (132.64048338368596) | > loss_1: 28.516834259033203 (28.16292260564706) | > grad_norm_1: tensor(1170.5636, device='cuda:0') (tensor(772.9354, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8581 (0.8435025236757857) | > loader_time: 0.0098 (0.00980374856297704)  --> TIME: 2025-05-09 04:16:54 -- STEP: 712/725 -- GLOBAL_STEP: 106750 | > loss_disc: 2.1020073890686035 (2.2063144691539622) | > loss_disc_real_0: 0.22198379039764404 (0.13466181960270812) | > loss_disc_real_1: 0.18220454454421997 (0.19536720335567256) | > loss_disc_real_2: 0.1770590990781784 (0.19214163289478664) | > loss_disc_real_3: 0.2403717339038849 (0.20318482918769448) | > loss_disc_real_4: 0.2527328133583069 (0.198437540446607) | > loss_disc_real_5: 0.1667744666337967 (0.201934673917595) | > loss_0: 2.1020073890686035 (2.2063144691539622) | > grad_norm_0: tensor(82.1134, device='cuda:0') (tensor(36.3464, device='cuda:0')) | > loss_gen: 3.138206720352173 (2.785217057118254) | > loss_kl: 1.9351038932800293 (1.7682672960034918) | > loss_feat: 10.373250007629395 (8.323176939835703) | > loss_mel: 16.454559326171875 (13.578421070334617) | > loss_duration: 1.7205289602279663 (1.710631865296471) | > amp_scaler: 128.0 (132.31460674157313) | > loss_1: 33.621646881103516 (28.165714277310318) | > grad_norm_1: tensor(794.8622, device='cuda:0') (tensor(773.8026, device='cuda:0')) | > current_lr_0: 0.00019793559857353432 | > current_lr_1: 0.00019793559857353432 | > step_time: 0.8231 (0.8436975830726406) | > loader_time: 0.01 (0.009795011429304503)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2740485668182373 (2.2740485668182373) | > loss_disc_real_0: 0.10883823782205582 (0.10883823782205582) | > loss_disc_real_1: 0.18227291107177734 (0.18227291107177734) | > loss_disc_real_2: 0.1702815592288971 (0.1702815592288971) | > loss_disc_real_3: 0.2784058749675751 (0.2784058749675751) | > loss_disc_real_4: 0.24843460321426392 (0.24843460321426392) | > loss_disc_real_5: 0.20996084809303284 (0.20996084809303284) | > loss_0: 2.2740485668182373 (2.2740485668182373) | > loss_gen: 2.63114857673645 (2.63114857673645) | > loss_kl: 1.9291582107543945 (1.9291582107543945) | > loss_feat: 8.800945281982422 (8.800945281982422) | > loss_mel: 14.817288398742676 (14.817288398742676) | > loss_duration: 1.6835386753082275 (1.6835386753082275) | > loss_1: 29.862079620361328 (29.862079620361328)  --> STEP: 1 | > loss_disc: 2.1854629516601562 (2.1854629516601562) | > loss_disc_real_0: 0.10213314741849899 (0.10213314741849899) | > loss_disc_real_1: 0.17175814509391785 (0.17175814509391785) | > loss_disc_real_2: 0.17222265899181366 (0.17222265899181366) | > loss_disc_real_3: 0.2533363699913025 (0.2533363699913025) | > loss_disc_real_4: 0.24126291275024414 (0.24126291275024414) | > loss_disc_real_5: 0.20122292637825012 (0.20122292637825012) | > loss_0: 2.1854629516601562 (2.1854629516601562) | > loss_gen: 2.6596930027008057 (2.6596930027008057) | > loss_kl: 1.9763082265853882 (1.9763082265853882) | > loss_feat: 8.589134216308594 (8.589134216308594) | > loss_mel: 14.8998384475708 (14.8998384475708) | > loss_duration: 1.7601678371429443 (1.7601678371429443) | > loss_1: 29.885141372680664 (29.885141372680664)  --> STEP: 2 | > loss_disc: 2.343459367752075 (2.2644611597061157) | > loss_disc_real_0: 0.12246759980916977 (0.11230037361383438) | > loss_disc_real_1: 0.18582867085933685 (0.17879340797662735) | > loss_disc_real_2: 0.1948273628950119 (0.18352501094341278) | > loss_disc_real_3: 0.2702684998512268 (0.26180243492126465) | > loss_disc_real_4: 0.2655980885028839 (0.253430500626564) | > loss_disc_real_5: 0.21741101145744324 (0.20931696891784668) | > loss_0: 2.343459367752075 (2.2644611597061157) | > loss_gen: 2.564379930496216 (2.6120364665985107) | > loss_kl: 1.9066241979599 (1.941466212272644) | > loss_feat: 7.224538803100586 (7.90683650970459) | > loss_mel: 13.145524978637695 (14.022681713104248) | > loss_duration: 1.7909448146820068 (1.7755563259124756) | > loss_1: 26.63201332092285 (28.258577346801758)  --> STEP: 3 | > loss_disc: 2.3136632442474365 (2.2808618545532227) | > loss_disc_real_0: 0.11970839649438858 (0.11476971457401912) | > loss_disc_real_1: 0.19086332619190216 (0.18281671404838562) | > loss_disc_real_2: 0.18168209493160248 (0.18291070560614267) | > loss_disc_real_3: 0.278073251247406 (0.26722604036331177) | > loss_disc_real_4: 0.2537257969379425 (0.25352893273035687) | > loss_disc_real_5: 0.221536785364151 (0.21339024106661478) | > loss_0: 2.3136632442474365 (2.2808618545532227) | > loss_gen: 2.6090545654296875 (2.6110424995422363) | > loss_kl: 2.10942006111145 (1.997450828552246) | > loss_feat: 7.65151834487915 (7.821730454762776) | > loss_mel: 13.902332305908203 (13.9825652440389) | > loss_duration: 1.7645282745361328 (1.771880308787028) | > loss_1: 28.036853790283203 (28.184669494628906)  --> STEP: 4 | > loss_disc: 2.302840232849121 (2.2863564491271973) | > loss_disc_real_0: 0.1340097039937973 (0.11957971192896366) | > loss_disc_real_1: 0.1936817765235901 (0.18553297966718674) | > loss_disc_real_2: 0.18953381478786469 (0.18456648290157318) | > loss_disc_real_3: 0.25035786628723145 (0.2630089968442917) | > loss_disc_real_4: 0.2318463921546936 (0.24810829758644104) | > loss_disc_real_5: 0.2317640334367752 (0.2179836891591549) | > loss_0: 2.302840232849121 (2.2863564491271973) | > loss_gen: 2.552128791809082 (2.5963140726089478) | > loss_kl: 1.9656996726989746 (1.9895130395889282) | > loss_feat: 7.110167503356934 (7.643839716911316) | > loss_mel: 12.87220287322998 (13.70497465133667) | > loss_duration: 1.7098971605300903 (1.7563845217227936) | > loss_1: 26.21009635925293 (27.691026210784912) --> EVAL PERFORMANCE | > avg_loader_time: 0.28111815452575684 (-0.013821959495544434) | > avg_loss_disc: 2.2863564491271973 (-0.004559457302093506) | > avg_loss_disc_real_0: 0.11957971192896366 (+0.012659061700105667) | > avg_loss_disc_real_1: 0.18553297966718674 (+0.01674904301762581) | > avg_loss_disc_real_2: 0.18456648290157318 (+0.007861346006393433) | > avg_loss_disc_real_3: 0.2630089968442917 (+0.05118951201438904) | > avg_loss_disc_real_4: 0.24810829758644104 (+0.005589216947555542) | > avg_loss_disc_real_5: 0.2179836891591549 (-0.0399446114897728) | > avg_loss_0: 2.2863564491271973 (-0.004559457302093506) | > avg_loss_gen: 2.5963140726089478 (+0.14290940761566162) | > avg_loss_kl: 1.9895130395889282 (+0.05089077353477478) | > avg_loss_feat: 7.643839716911316 (+0.22134065628051758) | > avg_loss_mel: 13.70497465133667 (-0.09321141242980957) | > avg_loss_duration: 1.7563845217227936 (-0.012997657060623169) | > avg_loss_1: 27.691026210784912 (+0.3089313507080078)  > EPOCH: 84/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 04:17:12)   --> TIME: 2025-05-09 04:17:45 -- STEP: 37/725 -- GLOBAL_STEP: 106800 | > loss_disc: 2.1598153114318848 (2.170687665810456) | > loss_disc_real_0: 0.09307882189750671 (0.1342414967917107) | > loss_disc_real_1: 0.19179536402225494 (0.19320437714860245) | > loss_disc_real_2: 0.1807047724723816 (0.18724644586846634) | > loss_disc_real_3: 0.19182778894901276 (0.20171473477337812) | > loss_disc_real_4: 0.17963461577892303 (0.19248369940229365) | > loss_disc_real_5: 0.1721833497285843 (0.200279381629583) | > loss_0: 2.1598153114318848 (2.170687665810456) | > grad_norm_0: tensor(15.2130, device='cuda:0') (tensor(35.9851, device='cuda:0')) | > loss_gen: 2.6960737705230713 (2.828157998420097) | > loss_kl: 1.563360333442688 (1.801160319431408) | > loss_feat: 8.778560638427734 (8.57679623526496) | > loss_mel: 13.531755447387695 (14.043773831547918) | > loss_duration: 1.7121917009353638 (1.7048914819150358) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.28194236755371 (28.954779753813874) | > grad_norm_1: tensor(548.7079, device='cuda:0') (tensor(756.2781, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8452 (0.8470945036089098) | > loader_time: 0.0099 (0.009950934229670343)  --> TIME: 2025-05-09 04:18:29 -- STEP: 87/725 -- GLOBAL_STEP: 106850 | > loss_disc: 2.1618809700012207 (2.1879384284731986) | > loss_disc_real_0: 0.08481983840465546 (0.1355588378748675) | > loss_disc_real_1: 0.20548447966575623 (0.19408340084141698) | > loss_disc_real_2: 0.19851967692375183 (0.1890888537826209) | > loss_disc_real_3: 0.18011073768138885 (0.20144216493628492) | > loss_disc_real_4: 0.1941560059785843 (0.1958702168930536) | > loss_disc_real_5: 0.16857051849365234 (0.20018289486567178) | > loss_0: 2.1618809700012207 (2.1879384284731986) | > grad_norm_0: tensor(30.9824, device='cuda:0') (tensor(34.6968, device='cuda:0')) | > loss_gen: 2.7752723693847656 (2.800614165163589) | > loss_kl: 1.731085181236267 (1.7919761339823406) | > loss_feat: 8.71115779876709 (8.379745088774584) | > loss_mel: 14.845480918884277 (13.754019013766584) | > loss_duration: 1.6872360706329346 (1.707965938524268) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.750232696533203 (28.43432038405846) | > grad_norm_1: tensor(1033.1532, device='cuda:0') (tensor(754.8554, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8246 (0.85252762388909) | > loader_time: 0.0089 (0.009989031429948477)  --> TIME: 2025-05-09 04:19:12 -- STEP: 137/725 -- GLOBAL_STEP: 106900 | > loss_disc: 2.2261149883270264 (2.184407235932176) | > loss_disc_real_0: 0.09640420228242874 (0.13551515117831478) | > loss_disc_real_1: 0.16055184602737427 (0.19324712248614234) | > loss_disc_real_2: 0.1607585847377777 (0.18827713134079954) | > loss_disc_real_3: 0.22005386650562286 (0.20077618836921496) | > loss_disc_real_4: 0.19675160944461823 (0.19620275192887243) | > loss_disc_real_5: 0.19348689913749695 (0.20082217987871517) | > loss_0: 2.2261149883270264 (2.184407235932176) | > grad_norm_0: tensor(28.8473, device='cuda:0') (tensor(34.0229, device='cuda:0')) | > loss_gen: 2.621948003768921 (2.803092745968895) | > loss_kl: 1.7844873666763306 (1.7770210800379733) | > loss_feat: 7.754892826080322 (8.44527307566065) | > loss_mel: 12.579526901245117 (13.732645640408036) | > loss_duration: 1.7004905939102173 (1.7091963447793557) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.441347122192383 (28.46722891034871) | > grad_norm_1: tensor(546.9966, device='cuda:0') (tensor(754.0281, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8097 (0.8487516250053462) | > loader_time: 0.0099 (0.009950773559347556)  --> TIME: 2025-05-09 04:19:55 -- STEP: 187/725 -- GLOBAL_STEP: 106950 | > loss_disc: 2.3358235359191895 (2.1922699767638) | > loss_disc_real_0: 0.1834755390882492 (0.13572215619571706) | > loss_disc_real_1: 0.22748824954032898 (0.19471051611683585) | > loss_disc_real_2: 0.19434818625450134 (0.1891105739190616) | > loss_disc_real_3: 0.22438764572143555 (0.20143008024934778) | > loss_disc_real_4: 0.21112853288650513 (0.1966885222311326) | > loss_disc_real_5: 0.22572758793830872 (0.20045450385560323) | > loss_0: 2.3358235359191895 (2.1922699767638) | > grad_norm_0: tensor(71.3424, device='cuda:0') (tensor(34.8191, device='cuda:0')) | > loss_gen: 2.682860851287842 (2.805794272193297) | > loss_kl: 1.9609813690185547 (1.7730745759239808) | > loss_feat: 7.504531383514404 (8.44689872303111) | > loss_mel: 12.188482284545898 (13.76330662793654) | > loss_duration: 1.7271883487701416 (1.7090434020853298) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.064044952392578 (28.498117589695568) | > grad_norm_1: tensor(876.7287, device='cuda:0') (tensor(718.2081, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8532 (0.8465696107894979) | > loader_time: 0.0099 (0.009954522637759932)  --> TIME: 2025-05-09 04:20:37 -- STEP: 237/725 -- GLOBAL_STEP: 107000 | > loss_disc: 2.235706329345703 (2.192739159749027) | > loss_disc_real_0: 0.1289428323507309 (0.13495877652354382) | > loss_disc_real_1: 0.18014153838157654 (0.19429471302887558) | > loss_disc_real_2: 0.21483546495437622 (0.1895679603271846) | > loss_disc_real_3: 0.22369661927223206 (0.20151803607930613) | > loss_disc_real_4: 0.18783453106880188 (0.19672873433883684) | > loss_disc_real_5: 0.1798175871372223 (0.20107308640007227) | > loss_0: 2.235706329345703 (2.192739159749027) | > grad_norm_0: tensor(39.5321, device='cuda:0') (tensor(34.3897, device='cuda:0')) | > loss_gen: 2.816478967666626 (2.803093043057727) | > loss_kl: 1.8943591117858887 (1.7740655755191916) | > loss_feat: 8.302878379821777 (8.452804076520701) | > loss_mel: 13.599268913269043 (13.763719075842747) | > loss_duration: 1.685233235359192 (1.7079891806413352) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.2982177734375 (28.50167095007273) | > grad_norm_1: tensor(852.5880, device='cuda:0') (tensor(737.3614, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8046 (0.8456413383725323) | > loader_time: 0.0092 (0.009962420926315368) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_107000.pth  --> TIME: 2025-05-09 04:21:22 -- STEP: 287/725 -- GLOBAL_STEP: 107050 | > loss_disc: 2.167371988296509 (2.22328009090357) | > loss_disc_real_0: 0.09567974507808685 (0.161618260296795) | > loss_disc_real_1: 0.20870696008205414 (0.19420864627751738) | > loss_disc_real_2: 0.1974467635154724 (0.1898153847414442) | > loss_disc_real_3: 0.1609773337841034 (0.20185121182572965) | > loss_disc_real_4: 0.1503947675228119 (0.19652117726487156) | > loss_disc_real_5: 0.21308475732803345 (0.20221031361132966) | > loss_0: 2.167371988296509 (2.22328009090357) | > grad_norm_0: tensor(18.7045, device='cuda:0') (tensor(35.4288, device='cuda:0')) | > loss_gen: 2.843010663986206 (2.8008896465500888) | > loss_kl: 1.7111111879348755 (1.7734097624489658) | > loss_feat: 9.363842964172363 (8.448626175990091) | > loss_mel: 15.167704582214355 (13.775343861729421) | > loss_duration: 1.7357091903686523 (1.7084187148755439) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.82137680053711 (28.506688127949676) | > grad_norm_1: tensor(748.5703, device='cuda:0') (tensor(773.3850, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8002 (0.8442187184656124) | > loader_time: 0.0102 (0.009942906243460517)  --> TIME: 2025-05-09 04:22:05 -- STEP: 337/725 -- GLOBAL_STEP: 107100 | > loss_disc: 1.886687159538269 (2.214296015504558) | > loss_disc_real_0: 0.06621502339839935 (0.1575549705622811) | > loss_disc_real_1: 0.1742262989282608 (0.19361521794463485) | > loss_disc_real_2: 0.1573590785264969 (0.18925940132636337) | > loss_disc_real_3: 0.18820464611053467 (0.20165981648583794) | > loss_disc_real_4: 0.18728917837142944 (0.19615806727628685) | > loss_disc_real_5: 0.18513639271259308 (0.2019282792548398) | > loss_0: 1.886687159538269 (2.214296015504558) | > grad_norm_0: tensor(12.2452, device='cuda:0') (tensor(35.9288, device='cuda:0')) | > loss_gen: 3.232651472091675 (2.805641487019704) | > loss_kl: 1.6368801593780518 (1.7709286152785897) | > loss_feat: 11.41075611114502 (8.47140497128405) | > loss_mel: 16.563995361328125 (13.761691127403548) | > loss_duration: 1.6888058185577393 (1.7072592648271283) | > amp_scaler: 128.0 (128.0) | > loss_1: 34.53308868408203 (28.51692539860304) | > grad_norm_1: tensor(708.7793, device='cuda:0') (tensor(792.2165, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8674 (0.8442292100244175) | > loader_time: 0.0097 (0.009924998976710293)  --> TIME: 2025-05-09 04:22:48 -- STEP: 387/725 -- GLOBAL_STEP: 107150 | > loss_disc: 2.12471079826355 (2.2127712764789282) | > loss_disc_real_0: 0.11429832130670547 (0.15456415961186085) | > loss_disc_real_1: 0.18589676916599274 (0.19379681198633925) | > loss_disc_real_2: 0.2085622251033783 (0.18957640284561672) | > loss_disc_real_3: 0.19574403762817383 (0.20184817513600184) | > loss_disc_real_4: 0.21211351454257965 (0.19636431567428653) | > loss_disc_real_5: 0.2091868817806244 (0.20146957016730496) | > loss_0: 2.12471079826355 (2.2127712764789282) | > grad_norm_0: tensor(41.4017, device='cuda:0') (tensor(35.6846, device='cuda:0')) | > loss_gen: 2.9338531494140625 (2.8028371186219423) | > loss_kl: 1.6707924604415894 (1.7711137847382896) | > loss_feat: 8.91572093963623 (8.45677238533356) | > loss_mel: 14.541906356811523 (13.749117654115341) | > loss_duration: 1.7671432495117188 (1.706907411878423) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.829416275024414 (28.486748283839656) | > grad_norm_1: tensor(1219.9738, device='cuda:0') (tensor(798.5143, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8465 (0.8439559727060085) | > loader_time: 0.0105 (0.0099014804652803)  --> TIME: 2025-05-09 04:23:31 -- STEP: 437/725 -- GLOBAL_STEP: 107200 | > loss_disc: 2.1945528984069824 (2.210492135185401) | > loss_disc_real_0: 0.15080997347831726 (0.15189711773422804) | > loss_disc_real_1: 0.20305639505386353 (0.19417453074755336) | > loss_disc_real_2: 0.17505204677581787 (0.18970340619916495) | > loss_disc_real_3: 0.23548611998558044 (0.2020443586517526) | > loss_disc_real_4: 0.21289263665676117 (0.1962663441282661) | > loss_disc_real_5: 0.24309982359409332 (0.20155339164646596) | > loss_0: 2.1945528984069824 (2.210492135185401) | > grad_norm_0: tensor(46.3353, device='cuda:0') (tensor(35.9099, device='cuda:0')) | > loss_gen: 2.936415672302246 (2.80565513844348) | > loss_kl: 1.6888455152511597 (1.7689698716322948) | > loss_feat: 8.97686767578125 (8.46299451330434) | > loss_mel: 13.894153594970703 (13.75884007425548) | > loss_duration: 1.6604641675949097 (1.7062385826961946) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.156747817993164 (28.502698112679838) | > grad_norm_1: tensor(1077.6041, device='cuda:0') (tensor(803.2126, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8786 (0.8442573803786008) | > loader_time: 0.0101 (0.00988309443406164)  --> TIME: 2025-05-09 04:24:14 -- STEP: 487/725 -- GLOBAL_STEP: 107250 | > loss_disc: 2.116377115249634 (2.2104290422717665) | > loss_disc_real_0: 0.1049945205450058 (0.14965539612258472) | > loss_disc_real_1: 0.18707536160945892 (0.19440156380498685) | > loss_disc_real_2: 0.18465200066566467 (0.1902887417917623) | > loss_disc_real_3: 0.17660899460315704 (0.2018261191414122) | > loss_disc_real_4: 0.2129923552274704 (0.1967341436008164) | > loss_disc_real_5: 0.16978292167186737 (0.20168319017123396) | > loss_0: 2.116377115249634 (2.2104290422717665) | > grad_norm_0: tensor(20.6289, device='cuda:0') (tensor(36.3366, device='cuda:0')) | > loss_gen: 2.776655912399292 (2.8048965348355317) | > loss_kl: 1.692861795425415 (1.7705547726374635) | > loss_feat: 8.725586891174316 (8.447763812125837) | > loss_mel: 13.541518211364746 (13.757612269517084) | > loss_duration: 1.7019556760787964 (1.7071740480419058) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.43857765197754 (28.48800139456559) | > grad_norm_1: tensor(961.7820, device='cuda:0') (tensor(810.8025, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.7966 (0.8436341236748978) | > loader_time: 0.0095 (0.00984151848043015)  --> TIME: 2025-05-09 04:24:56 -- STEP: 537/725 -- GLOBAL_STEP: 107300 | > loss_disc: 2.3040897846221924 (2.208821584392528) | > loss_disc_real_0: 0.16460420191287994 (0.14818570420173727) | > loss_disc_real_1: 0.2016514092683792 (0.1943386327509996) | > loss_disc_real_2: 0.2098853886127472 (0.19033960953660073) | > loss_disc_real_3: 0.19930267333984375 (0.20195848215891662) | > loss_disc_real_4: 0.18307024240493774 (0.19683084907478463) | > loss_disc_real_5: 0.23011143505573273 (0.20169784844587643) | > loss_0: 2.3040897846221924 (2.208821584392528) | > grad_norm_0: tensor(55.2581, device='cuda:0') (tensor(36.9814, device='cuda:0')) | > loss_gen: 2.613164186477661 (2.806016315073051) | > loss_kl: 1.7241846323013306 (1.7718556992834509) | > loss_feat: 7.372928142547607 (8.445256662990355) | > loss_mel: 12.437224388122559 (13.74617155703752) | > loss_duration: 1.7377175092697144 (1.7081469195293093) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.885217666625977 (28.477447126164783) | > grad_norm_1: tensor(857.5812, device='cuda:0') (tensor(817.9077, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8456 (0.8434463697216807) | > loader_time: 0.0093 (0.00984687023766658)  --> TIME: 2025-05-09 04:25:39 -- STEP: 587/725 -- GLOBAL_STEP: 107350 | > loss_disc: 2.2219700813293457 (2.208029422077654) | > loss_disc_real_0: 0.13892169296741486 (0.14662329239526423) | > loss_disc_real_1: 0.2170819193124771 (0.19443271637876766) | > loss_disc_real_2: 0.20861506462097168 (0.190514721319054) | > loss_disc_real_3: 0.2184913009405136 (0.20206280265898274) | > loss_disc_real_4: 0.21667301654815674 (0.1967526915176967) | > loss_disc_real_5: 0.17591893672943115 (0.20172370287385066) | > loss_0: 2.2219700813293457 (2.208029422077654) | > grad_norm_0: tensor(45.2956, device='cuda:0') (tensor(36.6739, device='cuda:0')) | > loss_gen: 2.7800872325897217 (2.8040106723012044) | > loss_kl: 1.6949238777160645 (1.7737988302614258) | > loss_feat: 8.595771789550781 (8.441627393589318) | > loss_mel: 14.14126968383789 (13.727629151417403) | > loss_duration: 1.6939268112182617 (1.7081827213654526) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.90597915649414 (28.455248746595757) | > grad_norm_1: tensor(1021.6684, device='cuda:0') (tensor(822.2497, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8533 (0.8435151865372664) | > loader_time: 0.0094 (0.009834146174702163)  --> TIME: 2025-05-09 04:26:22 -- STEP: 637/725 -- GLOBAL_STEP: 107400 | > loss_disc: 2.2216403484344482 (2.2074797834668836) | > loss_disc_real_0: 0.14175142347812653 (0.14563313917237874) | > loss_disc_real_1: 0.21139420568943024 (0.19441435475551544) | > loss_disc_real_2: 0.18937398493289948 (0.19059720010828549) | > loss_disc_real_3: 0.18717537820339203 (0.20204349753433717) | > loss_disc_real_4: 0.21129615604877472 (0.1968451909358311) | > loss_disc_real_5: 0.211080864071846 (0.20167789422268018) | > loss_0: 2.2216403484344482 (2.2074797834668836) | > grad_norm_0: tensor(35.5595, device='cuda:0') (tensor(36.8770, device='cuda:0')) | > loss_gen: 2.742072820663452 (2.8041081028044483) | > loss_kl: 1.7205860614776611 (1.7715364501839346) | > loss_feat: 7.787691116333008 (8.439989105685735) | > loss_mel: 12.972343444824219 (13.723703665860588) | > loss_duration: 1.6802328824996948 (1.7078720494005333) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.90292739868164 (28.44720936869527) | > grad_norm_1: tensor(854.1509, device='cuda:0') (tensor(824.7250, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8412 (0.8434569087095871) | > loader_time: 0.01 (0.00984945926037463)  --> TIME: 2025-05-09 04:27:05 -- STEP: 687/725 -- GLOBAL_STEP: 107450 | > loss_disc: 2.2993826866149902 (2.2075480340696654) | > loss_disc_real_0: 0.11016765236854553 (0.14495391099343638) | > loss_disc_real_1: 0.20397861301898956 (0.19445055801275005) | > loss_disc_real_2: 0.21393367648124695 (0.1905468430321288) | > loss_disc_real_3: 0.18587546050548553 (0.20226177633936576) | > loss_disc_real_4: 0.2059141993522644 (0.19707240348646568) | > loss_disc_real_5: 0.22096428275108337 (0.20177967408251724) | > loss_0: 2.2993826866149902 (2.2075480340696654) | > grad_norm_0: tensor(27.0338, device='cuda:0') (tensor(36.9849, device='cuda:0')) | > loss_gen: 2.555691719055176 (2.8032656437791923) | > loss_kl: 1.6799134016036987 (1.7683827890926402) | > loss_feat: 8.125700950622559 (8.442288377920098) | > loss_mel: 13.256180763244629 (13.725618474868703) | > loss_duration: 1.715348482131958 (1.7076097742438836) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.332834243774414 (28.44716505469887) | > grad_norm_1: tensor(1141.6482, device='cuda:0') (tensor(828.8933, device='cuda:0')) | > current_lr_0: 0.00019791085662371262 | > current_lr_1: 0.00019791085662371262 | > step_time: 0.8596 (0.8432213316144204) | > loader_time: 0.0097 (0.009842383635963752)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2339084148406982 (2.2339084148406982) | > loss_disc_real_0: 0.1203906238079071 (0.1203906238079071) | > loss_disc_real_1: 0.15724560618400574 (0.15724560618400574) | > loss_disc_real_2: 0.1743236631155014 (0.1743236631155014) | > loss_disc_real_3: 0.2237256020307541 (0.2237256020307541) | > loss_disc_real_4: 0.21549277007579803 (0.21549277007579803) | > loss_disc_real_5: 0.2673241198062897 (0.2673241198062897) | > loss_0: 2.2339084148406982 (2.2339084148406982) | > loss_gen: 2.607909917831421 (2.607909917831421) | > loss_kl: 1.9261329174041748 (1.9261329174041748) | > loss_feat: 8.803410530090332 (8.803410530090332) | > loss_mel: 14.66340446472168 (14.66340446472168) | > loss_duration: 1.6836655139923096 (1.6836655139923096) | > loss_1: 29.684524536132812 (29.684524536132812)  --> STEP: 1 | > loss_disc: 2.1463491916656494 (2.1463491916656494) | > loss_disc_real_0: 0.08721128106117249 (0.08721128106117249) | > loss_disc_real_1: 0.1515183299779892 (0.1515183299779892) | > loss_disc_real_2: 0.16239033639431 (0.16239033639431) | > loss_disc_real_3: 0.2139471024274826 (0.2139471024274826) | > loss_disc_real_4: 0.20429076254367828 (0.20429076254367828) | > loss_disc_real_5: 0.2676778733730316 (0.2676778733730316) | > loss_0: 2.1463491916656494 (2.1463491916656494) | > loss_gen: 2.648169994354248 (2.648169994354248) | > loss_kl: 2.029735803604126 (2.029735803604126) | > loss_feat: 9.293863296508789 (9.293863296508789) | > loss_mel: 15.612467765808105 (15.612467765808105) | > loss_duration: 1.7618563175201416 (1.7618563175201416) | > loss_1: 31.346092224121094 (31.346092224121094)  --> STEP: 2 | > loss_disc: 2.157399892807007 (2.151874542236328) | > loss_disc_real_0: 0.11719897389411926 (0.10220512747764587) | > loss_disc_real_1: 0.16407760977745056 (0.15779796987771988) | > loss_disc_real_2: 0.14962469041347504 (0.15600751340389252) | > loss_disc_real_3: 0.20555800199508667 (0.20975255221128464) | > loss_disc_real_4: 0.20295585691928864 (0.20362330973148346) | > loss_disc_real_5: 0.22606700658798218 (0.2468724399805069) | > loss_0: 2.157399892807007 (2.151874542236328) | > loss_gen: 2.6130189895629883 (2.630594491958618) | > loss_kl: 1.7881747484207153 (1.9089552760124207) | > loss_feat: 9.503668785095215 (9.398766040802002) | > loss_mel: 15.76591968536377 (15.689193725585938) | > loss_duration: 1.801013469696045 (1.7814348936080933) | > loss_1: 31.47179412841797 (31.40894317626953)  --> STEP: 3 | > loss_disc: 2.2767958641052246 (2.1935149828592935) | > loss_disc_real_0: 0.12710918486118317 (0.11050647993882497) | > loss_disc_real_1: 0.1660570651292801 (0.16055100162823996) | > loss_disc_real_2: 0.17941954731941223 (0.16381152470906576) | > loss_disc_real_3: 0.2195897102355957 (0.213031604886055) | > loss_disc_real_4: 0.20616735517978668 (0.20447132488091788) | > loss_disc_real_5: 0.2769744098186493 (0.2569064299265544) | > loss_0: 2.2767958641052246 (2.1935149828592935) | > loss_gen: 2.5704519748687744 (2.6105469862620034) | > loss_kl: 2.0119106769561768 (1.9432737429936726) | > loss_feat: 8.241969108581543 (9.013167063395182) | > loss_mel: 14.431835174560547 (15.270074208577475) | > loss_duration: 1.7994695901870728 (1.7874464591344197) | > loss_1: 29.055635452270508 (30.624507268269856)  --> STEP: 4 | > loss_disc: 2.357719898223877 (2.2345662117004395) | > loss_disc_real_0: 0.12646599113941193 (0.11449635773897171) | > loss_disc_real_1: 0.2179698646068573 (0.1749057173728943) | > loss_disc_real_2: 0.15511660277843475 (0.161637794226408) | > loss_disc_real_3: 0.20241467654705048 (0.21037737280130386) | > loss_disc_real_4: 0.2521857023239136 (0.2163999192416668) | > loss_disc_real_5: 0.24766775965690613 (0.2545967623591423) | > loss_0: 2.357719898223877 (2.2345662117004395) | > loss_gen: 2.412341356277466 (2.560995578765869) | > loss_kl: 1.9625883102416992 (1.9481023848056793) | > loss_feat: 8.75518798828125 (8.9486722946167) | > loss_mel: 15.073934555053711 (15.221039295196533) | > loss_duration: 1.723968744277954 (1.7715770304203033) | > loss_1: 29.928020477294922 (30.450385570526123) --> EVAL PERFORMANCE | > avg_loader_time: 0.28243571519851685 (+0.0013175606727600098) | > avg_loss_disc: 2.2345662117004395 (-0.05179023742675781) | > avg_loss_disc_real_0: 0.11449635773897171 (-0.005083354189991951) | > avg_loss_disc_real_1: 0.1749057173728943 (-0.01062726229429245) | > avg_loss_disc_real_2: 0.161637794226408 (-0.022928688675165176) | > avg_loss_disc_real_3: 0.21037737280130386 (-0.052631624042987823) | > avg_loss_disc_real_4: 0.2163999192416668 (-0.031708378344774246) | > avg_loss_disc_real_5: 0.2545967623591423 (+0.03661307319998741) | > avg_loss_0: 2.2345662117004395 (-0.05179023742675781) | > avg_loss_gen: 2.560995578765869 (-0.03531849384307861) | > avg_loss_kl: 1.9481023848056793 (-0.0414106547832489) | > avg_loss_feat: 8.9486722946167 (+1.3048325777053833) | > avg_loss_mel: 15.221039295196533 (+1.5160646438598633) | > avg_loss_duration: 1.7715770304203033 (+0.015192508697509766) | > avg_loss_1: 30.450385570526123 (+2.759359359741211)  > EPOCH: 85/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 04:27:44)   --> TIME: 2025-05-09 04:27:56 -- STEP: 12/725 -- GLOBAL_STEP: 107500 | > loss_disc: 2.269249677658081 (2.274428109327952) | > loss_disc_real_0: 0.25565871596336365 (0.15977360432346663) | > loss_disc_real_1: 0.20834530889987946 (0.19623630618055662) | > loss_disc_real_2: 0.19284869730472565 (0.20086178804437319) | > loss_disc_real_3: 0.18446417152881622 (0.20453613872329393) | > loss_disc_real_4: 0.20535489916801453 (0.19978288188576698) | > loss_disc_real_5: 0.226243793964386 (0.20873559142152467) | > loss_0: 2.269249677658081 (2.274428109327952) | > grad_norm_0: tensor(83.5414, device='cuda:0') (tensor(57.9335, device='cuda:0')) | > loss_gen: 2.9185099601745605 (2.773143549760183) | > loss_kl: 1.6777122020721436 (1.8032426536083221) | > loss_feat: 8.52853012084961 (8.246707836786905) | > loss_mel: 13.86352825164795 (13.699559132258097) | > loss_duration: 1.7389013767242432 (1.7074735363324482) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.727182388305664 (28.23012701670329) | > grad_norm_1: tensor(738.1114, device='cuda:0') (tensor(817.4824, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8433 (0.8350518544514974) | > loader_time: 0.009 (0.009513874848683676)  --> TIME: 2025-05-09 04:28:40 -- STEP: 62/725 -- GLOBAL_STEP: 107550 | > loss_disc: 2.171665668487549 (2.2182422414902714) | > loss_disc_real_0: 0.15278272330760956 (0.13906824985338795) | > loss_disc_real_1: 0.18354415893554688 (0.19445662440792208) | > loss_disc_real_2: 0.20095194876194 (0.19288287095485196) | > loss_disc_real_3: 0.18206946551799774 (0.2030006459643764) | > loss_disc_real_4: 0.21836383640766144 (0.19897448944468651) | > loss_disc_real_5: 0.22150008380413055 (0.20368778753665187) | > loss_0: 2.171665668487549 (2.2182422414902714) | > grad_norm_0: tensor(73.8256, device='cuda:0') (tensor(38.8963, device='cuda:0')) | > loss_gen: 2.9565553665161133 (2.7795005921394593) | > loss_kl: 1.6603124141693115 (1.7225918250699197) | > loss_feat: 8.646836280822754 (8.32110008885784) | > loss_mel: 14.14337158203125 (13.481861683630175) | > loss_duration: 1.7657568454742432 (1.7010409043681236) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.17283058166504 (28.00609511713828) | > grad_norm_1: tensor(1085.6581, device='cuda:0') (tensor(800.5639, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8444 (0.8493543401841195) | > loader_time: 0.0101 (0.009827013938657701)  --> TIME: 2025-05-09 04:29:23 -- STEP: 112/725 -- GLOBAL_STEP: 107600 | > loss_disc: 2.2507505416870117 (2.2087297716311034) | > loss_disc_real_0: 0.10361641645431519 (0.1347660213442785) | > loss_disc_real_1: 0.21628864109516144 (0.1954816079565457) | > loss_disc_real_2: 0.19875185191631317 (0.19186203807060206) | > loss_disc_real_3: 0.2272222936153412 (0.20289355862353528) | > loss_disc_real_4: 0.20893636345863342 (0.19879031287772314) | > loss_disc_real_5: 0.15713375806808472 (0.202982293974076) | > loss_0: 2.2507505416870117 (2.2087297716311034) | > grad_norm_0: tensor(26.2096, device='cuda:0') (tensor(38.2922, device='cuda:0')) | > loss_gen: 2.6477813720703125 (2.7850107550621037) | > loss_kl: 1.698157787322998 (1.736774826688426) | > loss_feat: 8.361644744873047 (8.382846572569443) | > loss_mel: 14.272165298461914 (13.63753023317882) | > loss_duration: 1.7101835012435913 (1.7062723221523421) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.68993377685547 (28.2484347649983) | > grad_norm_1: tensor(965.8237, device='cuda:0') (tensor(815.7309, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8246 (0.849297549043383) | > loader_time: 0.011 (0.009831594569342473)  --> TIME: 2025-05-09 04:30:06 -- STEP: 162/725 -- GLOBAL_STEP: 107650 | > loss_disc: 2.2219107151031494 (2.201591245922042) | > loss_disc_real_0: 0.18997852504253387 (0.13230044305048602) | > loss_disc_real_1: 0.18347731232643127 (0.19602895941999224) | > loss_disc_real_2: 0.20240464806556702 (0.19133323559790483) | > loss_disc_real_3: 0.20099234580993652 (0.20257042918676207) | > loss_disc_real_4: 0.1969127207994461 (0.1984442721730397) | > loss_disc_real_5: 0.25325942039489746 (0.20188561587789902) | > loss_0: 2.2219107151031494 (2.201591245922042) | > grad_norm_0: tensor(85.9669, device='cuda:0') (tensor(37.4950, device='cuda:0')) | > loss_gen: 2.903113842010498 (2.8002668059902436) | > loss_kl: 1.8937159776687622 (1.7464844724278392) | > loss_feat: 8.910863876342773 (8.449177503585819) | > loss_mel: 15.051153182983398 (13.70207968464604) | > loss_duration: 1.6664618253707886 (1.7058886900360197) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.425308227539062 (28.40389714417634) | > grad_norm_1: tensor(751.2448, device='cuda:0') (tensor(834.6730, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8436 (0.8491909018269291) | > loader_time: 0.0099 (0.009950381738168224)  --> TIME: 2025-05-09 04:30:49 -- STEP: 212/725 -- GLOBAL_STEP: 107700 | > loss_disc: 2.070755958557129 (2.2080457463579366) | > loss_disc_real_0: 0.12035570293664932 (0.13357159968043839) | > loss_disc_real_1: 0.17171259224414825 (0.19669196614116993) | > loss_disc_real_2: 0.15969450771808624 (0.19178417479654528) | > loss_disc_real_3: 0.23778891563415527 (0.20341053239579468) | > loss_disc_real_4: 0.23918315768241882 (0.1980351338268451) | > loss_disc_real_5: 0.20028822124004364 (0.20329537573006912) | > loss_0: 2.070755958557129 (2.2080457463579366) | > grad_norm_0: tensor(32.9187, device='cuda:0') (tensor(36.2404, device='cuda:0')) | > loss_gen: 3.041046142578125 (2.786319669687523) | > loss_kl: 1.618086814880371 (1.7542394911343198) | > loss_feat: 9.51781177520752 (8.4056344482134) | > loss_mel: 14.010472297668457 (13.686173506502834) | > loss_duration: 1.7288188934326172 (1.70534832578785) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.916234970092773 (28.337715436827462) | > grad_norm_1: tensor(983.3408, device='cuda:0') (tensor(813.0514, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8366 (0.8496706530732928) | > loader_time: 0.0097 (0.00995149589934439)  --> TIME: 2025-05-09 04:31:32 -- STEP: 262/725 -- GLOBAL_STEP: 107750 | > loss_disc: 2.345327615737915 (2.21341403067567) | > loss_disc_real_0: 0.12764976918697357 (0.1358486388504278) | > loss_disc_real_1: 0.21672870218753815 (0.19674294117752833) | > loss_disc_real_2: 0.20490750670433044 (0.1918584908579142) | > loss_disc_real_3: 0.20265443623065948 (0.2033728183680818) | > loss_disc_real_4: 0.2145031988620758 (0.1978289362697201) | > loss_disc_real_5: 0.24051763117313385 (0.20343022759406615) | > loss_0: 2.345327615737915 (2.21341403067567) | > grad_norm_0: tensor(30.9999, device='cuda:0') (tensor(36.7738, device='cuda:0')) | > loss_gen: 2.5228476524353027 (2.7716175399663796) | > loss_kl: 1.8395097255706787 (1.7590689895717242) | > loss_feat: 6.793633460998535 (8.330372335346608) | > loss_mel: 13.122821807861328 (13.59796751182498) | > loss_duration: 1.6861777305603027 (1.7067077947026899) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.96499252319336 (28.165734174597354) | > grad_norm_1: tensor(347.6212, device='cuda:0') (tensor(801.9468, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8936 (0.8482327470342621) | > loader_time: 0.0102 (0.009914412753272603)  --> TIME: 2025-05-09 04:32:15 -- STEP: 312/725 -- GLOBAL_STEP: 107800 | > loss_disc: 2.1588075160980225 (2.205960305455403) | > loss_disc_real_0: 0.11458627134561539 (0.13425191032151007) | > loss_disc_real_1: 0.18329718708992004 (0.19633924521696874) | > loss_disc_real_2: 0.20044195652008057 (0.19112709957437635) | > loss_disc_real_3: 0.19911205768585205 (0.20321391508556325) | > loss_disc_real_4: 0.19677186012268066 (0.1972550452233125) | > loss_disc_real_5: 0.2256201058626175 (0.20301030542797) | > loss_0: 2.1588075160980225 (2.205960305455403) | > grad_norm_0: tensor(34.0084, device='cuda:0') (tensor(37.0231, device='cuda:0')) | > loss_gen: 2.854368209838867 (2.783345022262672) | > loss_kl: 1.7616215944290161 (1.7589401770860722) | > loss_feat: 7.995202541351318 (8.386999327402854) | > loss_mel: 13.151305198669434 (13.673821797737709) | > loss_duration: 1.6929539442062378 (1.7062052931541045) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.45545196533203 (28.309311628341675) | > grad_norm_1: tensor(737.1914, device='cuda:0') (tensor(800.7737, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.842 (0.8477162642356677) | > loader_time: 0.0101 (0.009914898719543066)  --> TIME: 2025-05-09 04:32:58 -- STEP: 362/725 -- GLOBAL_STEP: 107850 | > loss_disc: 2.1796975135803223 (2.202272078279633) | > loss_disc_real_0: 0.09936971217393875 (0.13304963624567945) | > loss_disc_real_1: 0.19211122393608093 (0.196241764608997) | > loss_disc_real_2: 0.2063128650188446 (0.19112139466882408) | > loss_disc_real_3: 0.18353724479675293 (0.2030475925016139) | > loss_disc_real_4: 0.19175666570663452 (0.19717493739740624) | > loss_disc_real_5: 0.16794677078723907 (0.20296520328159487) | > loss_0: 2.1796975135803223 (2.202272078279633) | > grad_norm_0: tensor(37.9468, device='cuda:0') (tensor(36.8057, device='cuda:0')) | > loss_gen: 2.8618762493133545 (2.789446051608136) | > loss_kl: 2.0243568420410156 (1.7643919333568594) | > loss_feat: 8.956097602844238 (8.416810720665023) | > loss_mel: 13.956036567687988 (13.69083740434594) | > loss_duration: 1.6499460935592651 (1.7057592661341245) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.448312759399414 (28.367245368536008) | > grad_norm_1: tensor(1004.3433, device='cuda:0') (tensor(799.3358, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8463 (0.8483673696359877) | > loader_time: 0.0096 (0.009906519842411275)  --> TIME: 2025-05-09 04:33:41 -- STEP: 412/725 -- GLOBAL_STEP: 107900 | > loss_disc: 2.2129592895507812 (2.2047634463287107) | > loss_disc_real_0: 0.10660821199417114 (0.13396126850173606) | > loss_disc_real_1: 0.20283550024032593 (0.1962107948018509) | > loss_disc_real_2: 0.22178809344768524 (0.1914579481682152) | > loss_disc_real_3: 0.2254946231842041 (0.20329536642264387) | > loss_disc_real_4: 0.22492991387844086 (0.19713029287104467) | > loss_disc_real_5: 0.20956124365329742 (0.20330891559280234) | > loss_0: 2.2129592895507812 (2.2047634463287107) | > grad_norm_0: tensor(37.9970, device='cuda:0') (tensor(37.1470, device='cuda:0')) | > loss_gen: 2.7573482990264893 (2.786564220502542) | > loss_kl: 1.8519366979599 (1.7683619752670954) | > loss_feat: 8.812990188598633 (8.391045594678348) | > loss_mel: 13.590461730957031 (13.679577248767743) | > loss_duration: 1.720333456993103 (1.7065161975842071) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.733070373535156 (28.332065253581817) | > grad_norm_1: tensor(903.1728, device='cuda:0') (tensor(798.2212, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8619 (0.8483044360447856) | > loader_time: 0.0101 (0.009917711169974327)  --> TIME: 2025-05-09 04:34:24 -- STEP: 462/725 -- GLOBAL_STEP: 107950 | > loss_disc: 2.199552536010742 (2.203267475743314) | > loss_disc_real_0: 0.12284715473651886 (0.13334005231690876) | > loss_disc_real_1: 0.20368938148021698 (0.19595921807216876) | > loss_disc_real_2: 0.17626456916332245 (0.19143564263721563) | > loss_disc_real_3: 0.1904897838830948 (0.2033284043336843) | > loss_disc_real_4: 0.1760653704404831 (0.19709639647951374) | > loss_disc_real_5: 0.2139921933412552 (0.20289730219355906) | > loss_0: 2.199552536010742 (2.203267475743314) | > grad_norm_0: tensor(31.9458, device='cuda:0') (tensor(36.6357, device='cuda:0')) | > loss_gen: 2.6801443099975586 (2.7875604701764685) | > loss_kl: 1.8149322271347046 (1.7703665430411633) | > loss_feat: 9.326648712158203 (8.385159885728513) | > loss_mel: 14.883995056152344 (13.6728226364433) | > loss_duration: 1.743958830833435 (1.7069629706861649) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.449678421020508 (28.322872521041276) | > grad_norm_1: tensor(315.5783, device='cuda:0') (tensor(793.6487, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.7913 (0.8474807429623294) | > loader_time: 0.0097 (0.009894425218755557)  --> TIME: 2025-05-09 04:35:07 -- STEP: 512/725 -- GLOBAL_STEP: 108000 | > loss_disc: 2.2363457679748535 (2.2021176454145457) | > loss_disc_real_0: 0.1087595671415329 (0.1331267386340188) | > loss_disc_real_1: 0.20581220090389252 (0.19580129129462875) | > loss_disc_real_2: 0.17849013209342957 (0.1912366125907283) | > loss_disc_real_3: 0.19864590466022491 (0.20345066324807698) | > loss_disc_real_4: 0.18087396025657654 (0.19722612597979605) | > loss_disc_real_5: 0.23982857167720795 (0.20305089838802812) | > loss_0: 2.2363457679748535 (2.2021176454145457) | > grad_norm_0: tensor(24.5425, device='cuda:0') (tensor(36.7910, device='cuda:0')) | > loss_gen: 2.638057231903076 (2.7895588916726437) | > loss_kl: 1.951642632484436 (1.7719041362870485) | > loss_feat: 7.867210388183594 (8.37973888870328) | > loss_mel: 12.29636287689209 (13.664330497384071) | > loss_duration: 1.6695300340652466 (1.708047912921756) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.42280387878418 (28.313580349087715) | > grad_norm_1: tensor(618.3326, device='cuda:0') (tensor(798.5430, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8563 (0.8472458114847541) | > loader_time: 0.0096 (0.009872897062450654) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_108000.pth  --> TIME: 2025-05-09 04:35:53 -- STEP: 562/725 -- GLOBAL_STEP: 108050 | > loss_disc: 2.2226531505584717 (2.20375868115985) | > loss_disc_real_0: 0.17834465205669403 (0.13335990455677726) | > loss_disc_real_1: 0.2108912467956543 (0.19583627939542417) | > loss_disc_real_2: 0.2020963728427887 (0.1912788163565656) | > loss_disc_real_3: 0.18972577154636383 (0.20360698248674003) | > loss_disc_real_4: 0.19111774861812592 (0.19722645602510497) | > loss_disc_real_5: 0.22302083671092987 (0.20293411355319824) | > loss_0: 2.2226531505584717 (2.20375868115985) | > grad_norm_0: tensor(37.7334, device='cuda:0') (tensor(36.5756, device='cuda:0')) | > loss_gen: 2.933363437652588 (2.7889607313264753) | > loss_kl: 1.643918752670288 (1.7760709244161312) | > loss_feat: 8.048131942749023 (8.37175111244581) | > loss_mel: 12.167259216308594 (13.667573755746211) | > loss_duration: 1.66311514377594 (1.7081790852801226) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.455787658691406 (28.31253561176015) | > grad_norm_1: tensor(719.0275, device='cuda:0') (tensor(791.7641, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8748 (0.8479231595993042) | > loader_time: 0.0095 (0.009861288545818943)  --> TIME: 2025-05-09 04:36:36 -- STEP: 612/725 -- GLOBAL_STEP: 108100 | > loss_disc: 2.3244996070861816 (2.203395021312376) | > loss_disc_real_0: 0.19356109201908112 (0.13315523973988758) | > loss_disc_real_1: 0.17652089893817902 (0.1959262498063978) | > loss_disc_real_2: 0.16461807489395142 (0.19125043118701263) | > loss_disc_real_3: 0.18335574865341187 (0.20383670456171812) | > loss_disc_real_4: 0.19215112924575806 (0.197565828030016) | > loss_disc_real_5: 0.22230730950832367 (0.2023428969231307) | > loss_0: 2.3244996070861816 (2.203395021312376) | > grad_norm_0: tensor(92.4823, device='cuda:0') (tensor(36.5797, device='cuda:0')) | > loss_gen: 2.647763252258301 (2.7886704097386303) | > loss_kl: 1.8167333602905273 (1.776131577351514) | > loss_feat: 8.320928573608398 (8.36826922613031) | > loss_mel: 13.359190940856934 (13.663689907859357) | > loss_duration: 1.637073040008545 (1.7080904962190608) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.781688690185547 (28.304851622363326) | > grad_norm_1: tensor(1044.6074, device='cuda:0') (tensor(794.8352, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8215 (0.847807563987433) | > loader_time: 0.0093 (0.00984458362354952)  --> TIME: 2025-05-09 04:37:19 -- STEP: 662/725 -- GLOBAL_STEP: 108150 | > loss_disc: 2.2507247924804688 (2.2044692709366718) | > loss_disc_real_0: 0.11023401468992233 (0.1335631954312056) | > loss_disc_real_1: 0.19748049974441528 (0.19597356824986503) | > loss_disc_real_2: 0.1850498467683792 (0.19116500722317536) | > loss_disc_real_3: 0.21397525072097778 (0.20404784520947322) | > loss_disc_real_4: 0.20564401149749756 (0.19771510047494834) | > loss_disc_real_5: 0.22814498841762543 (0.20225428569262852) | > loss_0: 2.2507247924804688 (2.2044692709366718) | > grad_norm_0: tensor(25.9506, device='cuda:0') (tensor(36.5685, device='cuda:0')) | > loss_gen: 2.5813028812408447 (2.788851375666271) | > loss_kl: 1.7333096265792847 (1.7732502150031375) | > loss_feat: 7.685175895690918 (8.366757966240357) | > loss_mel: 13.229104042053223 (13.660840763426261) | > loss_duration: 1.7097578048706055 (1.7085231241862933) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.93865203857422 (28.298223458027916) | > grad_norm_1: tensor(613.9042, device='cuda:0') (tensor(787.3278, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8657 (0.8475021343576946) | > loader_time: 0.0099 (0.009881650573177286)  --> TIME: 2025-05-09 04:38:02 -- STEP: 712/725 -- GLOBAL_STEP: 108200 | > loss_disc: 2.2717463970184326 (2.2044945668973264) | > loss_disc_real_0: 0.19597077369689941 (0.13402187754661696) | > loss_disc_real_1: 0.19637428224086761 (0.19593638619094061) | > loss_disc_real_2: 0.19129467010498047 (0.1911354727959365) | > loss_disc_real_3: 0.21317529678344727 (0.20387988206878138) | > loss_disc_real_4: 0.230276957154274 (0.19785794988274583) | > loss_disc_real_5: 0.19977165758609772 (0.20189773174149275) | > loss_0: 2.2717463970184326 (2.2044945668973264) | > grad_norm_0: tensor(64.1274, device='cuda:0') (tensor(36.7350, device='cuda:0')) | > loss_gen: 2.8979341983795166 (2.7884161646446493) | > loss_kl: 1.730873942375183 (1.771504592862022) | > loss_feat: 7.965997695922852 (8.36656117841099) | > loss_mel: 12.775117874145508 (13.661179815785271) | > loss_duration: 1.715564250946045 (1.7083064719532306) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.085487365722656 (28.29596822717217) | > grad_norm_1: tensor(626.0253, device='cuda:0') (tensor(788.5639, device='cuda:0')) | > current_lr_0: 0.00019788611776663464 | > current_lr_1: 0.00019788611776663464 | > step_time: 0.8222 (0.8474844513314496) | > loader_time: 0.0096 (0.009889276175016776)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.193747043609619 (2.193747043609619) | > loss_disc_real_0: 0.10248193144798279 (0.10248193144798279) | > loss_disc_real_1: 0.18716920912265778 (0.18716920912265778) | > loss_disc_real_2: 0.17016465961933136 (0.17016465961933136) | > loss_disc_real_3: 0.2365390807390213 (0.2365390807390213) | > loss_disc_real_4: 0.20883172750473022 (0.20883172750473022) | > loss_disc_real_5: 0.20236174762248993 (0.20236174762248993) | > loss_0: 2.193747043609619 (2.193747043609619) | > loss_gen: 2.573106527328491 (2.573106527328491) | > loss_kl: 1.894781231880188 (1.894781231880188) | > loss_feat: 8.756932258605957 (8.756932258605957) | > loss_mel: 14.718547821044922 (14.718547821044922) | > loss_duration: 1.6826872825622559 (1.6826872825622559) | > loss_1: 29.626056671142578 (29.626056671142578)  --> STEP: 1 | > loss_disc: 2.1511614322662354 (2.1511614322662354) | > loss_disc_real_0: 0.09567220509052277 (0.09567220509052277) | > loss_disc_real_1: 0.17755988240242004 (0.17755988240242004) | > loss_disc_real_2: 0.1772478073835373 (0.1772478073835373) | > loss_disc_real_3: 0.21610549092292786 (0.21610549092292786) | > loss_disc_real_4: 0.19625166058540344 (0.19625166058540344) | > loss_disc_real_5: 0.21137377619743347 (0.21137377619743347) | > loss_0: 2.1511614322662354 (2.1511614322662354) | > loss_gen: 2.5890731811523438 (2.5890731811523438) | > loss_kl: 1.9359707832336426 (1.9359707832336426) | > loss_feat: 8.797378540039062 (8.797378540039062) | > loss_mel: 14.827133178710938 (14.827133178710938) | > loss_duration: 1.770110011100769 (1.770110011100769) | > loss_1: 29.91966438293457 (29.91966438293457)  --> STEP: 2 | > loss_disc: 2.069962501525879 (2.110561966896057) | > loss_disc_real_0: 0.09794312715530396 (0.09680766612291336) | > loss_disc_real_1: 0.17856186628341675 (0.1780608743429184) | > loss_disc_real_2: 0.1572064459323883 (0.1672271266579628) | > loss_disc_real_3: 0.21592693030834198 (0.21601621061563492) | > loss_disc_real_4: 0.18338318169116974 (0.1898174211382866) | > loss_disc_real_5: 0.21418040990829468 (0.21277709305286407) | > loss_0: 2.069962501525879 (2.110561966896057) | > loss_gen: 2.72977876663208 (2.659425973892212) | > loss_kl: 1.9725720882415771 (1.9542714357376099) | > loss_feat: 9.290989875793457 (9.04418420791626) | > loss_mel: 15.640995025634766 (15.234064102172852) | > loss_duration: 1.8060189485549927 (1.7880644798278809) | > loss_1: 31.440353393554688 (30.68000888824463)  --> STEP: 3 | > loss_disc: 2.237499713897705 (2.15287454922994) | > loss_disc_real_0: 0.12090219557285309 (0.10483917593955994) | > loss_disc_real_1: 0.19119997322559357 (0.18244057397047678) | > loss_disc_real_2: 0.18041686713695526 (0.17162370681762695) | > loss_disc_real_3: 0.2197401076555252 (0.21725750962893167) | > loss_disc_real_4: 0.17351751029491425 (0.18438411752382913) | > loss_disc_real_5: 0.2104063481092453 (0.2119868447383245) | > loss_0: 2.237499713897705 (2.15287454922994) | > loss_gen: 2.400944709777832 (2.573265552520752) | > loss_kl: 1.9296706914901733 (1.946071187655131) | > loss_feat: 7.890155792236328 (8.659508069356283) | > loss_mel: 12.8631591796875 (14.4437624613444) | > loss_duration: 1.8026587963104248 (1.7929292519887288) | > loss_1: 26.88658905029297 (29.41553560892741)  --> STEP: 4 | > loss_disc: 2.316572427749634 (2.1937990188598633) | > loss_disc_real_0: 0.12392597645521164 (0.10961087606847286) | > loss_disc_real_1: 0.20117679238319397 (0.18712462857365608) | > loss_disc_real_2: 0.17504383623600006 (0.17247873917222023) | > loss_disc_real_3: 0.21941807866096497 (0.21779765188694) | > loss_disc_real_4: 0.20758774876594543 (0.19018502533435822) | > loss_disc_real_5: 0.23516859114170074 (0.21778228133916855) | > loss_0: 2.316572427749634 (2.1937990188598633) | > loss_gen: 2.3700833320617676 (2.522469997406006) | > loss_kl: 1.9076218605041504 (1.9364588558673859) | > loss_feat: 6.872106075286865 (8.212657570838928) | > loss_mel: 11.281242370605469 (13.653132438659668) | > loss_duration: 1.714339017868042 (1.7732816934585571) | > loss_1: 24.1453914642334 (28.097999572753906) --> EVAL PERFORMANCE | > avg_loader_time: 0.28148847818374634 (-0.0009472370147705078) | > avg_loss_disc: 2.1937990188598633 (-0.04076719284057617) | > avg_loss_disc_real_0: 0.10961087606847286 (-0.004885481670498848) | > avg_loss_disc_real_1: 0.18712462857365608 (+0.012218911200761795) | > avg_loss_disc_real_2: 0.17247873917222023 (+0.010840944945812225) | > avg_loss_disc_real_3: 0.21779765188694 (+0.007420279085636139) | > avg_loss_disc_real_4: 0.19018502533435822 (-0.02621489390730858) | > avg_loss_disc_real_5: 0.21778228133916855 (-0.036814481019973755) | > avg_loss_0: 2.1937990188598633 (-0.04076719284057617) | > avg_loss_gen: 2.522469997406006 (-0.03852558135986328) | > avg_loss_kl: 1.9364588558673859 (-0.011643528938293457) | > avg_loss_feat: 8.212657570838928 (-0.736014723777771) | > avg_loss_mel: 13.653132438659668 (-1.5679068565368652) | > avg_loss_duration: 1.7732816934585571 (+0.0017046630382537842) | > avg_loss_1: 28.097999572753906 (-2.352385997772217)  > EPOCH: 86/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 04:38:19)   --> TIME: 2025-05-09 04:38:53 -- STEP: 37/725 -- GLOBAL_STEP: 108250 | > loss_disc: 2.1851301193237305 (2.219899158220033) | > loss_disc_real_0: 0.11710295081138611 (0.139606862454801) | > loss_disc_real_1: 0.197703555226326 (0.1964426693078634) | > loss_disc_real_2: 0.18185102939605713 (0.19136870551753687) | > loss_disc_real_3: 0.19433151185512543 (0.20372682648736076) | > loss_disc_real_4: 0.1830645203590393 (0.19538645204660054) | > loss_disc_real_5: 0.20312513411045074 (0.20706133423624812) | > loss_0: 2.1851301193237305 (2.219899158220033) | > grad_norm_0: tensor(16.0912, device='cuda:0') (tensor(29.2039, device='cuda:0')) | > loss_gen: 2.6282052993774414 (2.7131644390724805) | > loss_kl: 1.7434883117675781 (1.7659226108241726) | > loss_feat: 7.944970607757568 (8.134117190902298) | > loss_mel: 13.213700294494629 (13.349984169006348) | > loss_duration: 1.6946624517440796 (1.7087852954864502) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.225027084350586 (27.671973666629277) | > grad_norm_1: tensor(427.5962, device='cuda:0') (tensor(809.5746, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8519 (0.853128465446266) | > loader_time: 0.01 (0.009563697350991739)  --> TIME: 2025-05-09 04:39:36 -- STEP: 87/725 -- GLOBAL_STEP: 108300 | > loss_disc: 2.1391122341156006 (2.216813402614374) | > loss_disc_real_0: 0.176457941532135 (0.13884768360990227) | > loss_disc_real_1: 0.1619921624660492 (0.19615249626937953) | > loss_disc_real_2: 0.1614445149898529 (0.19158719856848658) | > loss_disc_real_3: 0.22516565024852753 (0.20434334497342163) | > loss_disc_real_4: 0.16688178479671478 (0.1964524739432609) | > loss_disc_real_5: 0.23351873457431793 (0.20467171484026417) | > loss_0: 2.1391122341156006 (2.216813402614374) | > grad_norm_0: tensor(87.9652, device='cuda:0') (tensor(35.0215, device='cuda:0')) | > loss_gen: 3.1673383712768555 (2.758406356833447) | > loss_kl: 1.8228946924209595 (1.7661803892289085) | > loss_feat: 10.014446258544922 (8.248301352577643) | > loss_mel: 16.53394889831543 (13.449425554823602) | > loss_duration: 1.6912744045257568 (1.710809596653642) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.22990036010742 (27.933123204899932) | > grad_norm_1: tensor(838.1443, device='cuda:0') (tensor(785.3972, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8311 (0.850947467760108) | > loader_time: 0.0095 (0.009774876737046518)  --> TIME: 2025-05-09 04:40:20 -- STEP: 137/725 -- GLOBAL_STEP: 108350 | > loss_disc: 2.135134696960449 (2.2170592363733443) | > loss_disc_real_0: 0.14912384748458862 (0.13810195607969375) | > loss_disc_real_1: 0.19353581964969635 (0.1962171369878045) | > loss_disc_real_2: 0.16652028262615204 (0.19124908734412088) | > loss_disc_real_3: 0.1804186999797821 (0.2036071821068325) | > loss_disc_real_4: 0.20667141675949097 (0.19717528448052649) | > loss_disc_real_5: 0.22157122194766998 (0.20474382734646762) | > loss_0: 2.135134696960449 (2.2170592363733443) | > grad_norm_0: tensor(47.1109, device='cuda:0') (tensor(32.9982, device='cuda:0')) | > loss_gen: 2.976440906524658 (2.775676946570403) | > loss_kl: 1.802463412284851 (1.7691141227736091) | > loss_feat: 9.598987579345703 (8.33446220063815) | > loss_mel: 15.602267265319824 (13.548016457662095) | > loss_duration: 1.703385829925537 (1.712729151231529) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.68354606628418 (28.13999886060283) | > grad_norm_1: tensor(930.9326, device='cuda:0') (tensor(739.5729, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8099 (0.8534374202254915) | > loader_time: 0.0094 (0.009750239170380752)  --> TIME: 2025-05-09 04:41:03 -- STEP: 187/725 -- GLOBAL_STEP: 108400 | > loss_disc: 2.147980213165283 (2.217462428113355) | > loss_disc_real_0: 0.12067482620477676 (0.1377667808397251) | > loss_disc_real_1: 0.22001336514949799 (0.19699904266844456) | > loss_disc_real_2: 0.17753778398036957 (0.19115895200221933) | > loss_disc_real_3: 0.18715715408325195 (0.20435920955344322) | > loss_disc_real_4: 0.18792492151260376 (0.1972610163975527) | > loss_disc_real_5: 0.1779424101114273 (0.20372732358182816) | > loss_0: 2.147980213165283 (2.217462428113355) | > grad_norm_0: tensor(42.7239, device='cuda:0') (tensor(35.1496, device='cuda:0')) | > loss_gen: 2.8006086349487305 (2.776844497670463) | > loss_kl: 1.8239318132400513 (1.7558949070180807) | > loss_feat: 9.038174629211426 (8.318240657847198) | > loss_mel: 13.738532066345215 (13.56065063680557) | > loss_duration: 1.7061923742294312 (1.7127275530667232) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.107440948486328 (28.124358192484646) | > grad_norm_1: tensor(1037.8352, device='cuda:0') (tensor(743.2164, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8388 (0.8505676340929327) | > loader_time: 0.0101 (0.009841732800325607)  --> TIME: 2025-05-09 04:41:46 -- STEP: 237/725 -- GLOBAL_STEP: 108450 | > loss_disc: 2.2385878562927246 (2.2121070210943734) | > loss_disc_real_0: 0.10972512513399124 (0.13612603929035283) | > loss_disc_real_1: 0.16967451572418213 (0.19580340448311107) | > loss_disc_real_2: 0.18121303617954254 (0.19091763161908726) | > loss_disc_real_3: 0.20509140193462372 (0.20412927287540358) | > loss_disc_real_4: 0.192226380109787 (0.19787493964287803) | > loss_disc_real_5: 0.20049269497394562 (0.20310908599996366) | > loss_0: 2.2385878562927246 (2.2121070210943734) | > grad_norm_0: tensor(13.8768, device='cuda:0') (tensor(35.3123, device='cuda:0')) | > loss_gen: 2.643810272216797 (2.7792436674174366) | > loss_kl: 1.7715975046157837 (1.7627047798301605) | > loss_feat: 8.445526123046875 (8.344491608535192) | > loss_mel: 13.919909477233887 (13.577736134267557) | > loss_duration: 1.705345630645752 (1.711394166141623) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.486188888549805 (28.17557033909021) | > grad_norm_1: tensor(112.7429, device='cuda:0') (tensor(740.9752, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8099 (0.8500070913934507) | > loader_time: 0.0098 (0.009828769707981544)  --> TIME: 2025-05-09 04:42:29 -- STEP: 287/725 -- GLOBAL_STEP: 108500 | > loss_disc: 2.1578619480133057 (2.2082902317678466) | > loss_disc_real_0: 0.11187679320573807 (0.13575543962964212) | > loss_disc_real_1: 0.20704130828380585 (0.1955147083420371) | > loss_disc_real_2: 0.2030773013830185 (0.1910101144675179) | > loss_disc_real_3: 0.21778103709220886 (0.2038035414048604) | > loss_disc_real_4: 0.22370468080043793 (0.1975090346373747) | > loss_disc_real_5: 0.22118526697158813 (0.20296531168010587) | > loss_0: 2.1578619480133057 (2.2082902317678466) | > grad_norm_0: tensor(31.8555, device='cuda:0') (tensor(35.0663, device='cuda:0')) | > loss_gen: 2.996321678161621 (2.7854832581111353) | > loss_kl: 1.7326351404190063 (1.7612537340835412) | > loss_feat: 9.003640174865723 (8.352376083879106) | > loss_mel: 14.677450180053711 (13.573129653930664) | > loss_duration: 1.7383153438568115 (1.7117680456580187) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.148365020751953 (28.18401076818592) | > grad_norm_1: tensor(919.0535, device='cuda:0') (tensor(745.3902, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.796 (0.8484307398779467) | > loader_time: 0.0106 (0.009819022454451185)  --> TIME: 2025-05-09 04:43:12 -- STEP: 337/725 -- GLOBAL_STEP: 108550 | > loss_disc: 2.1526923179626465 (2.2045266642414854) | > loss_disc_real_0: 0.1253095269203186 (0.134618391036899) | > loss_disc_real_1: 0.17252971231937408 (0.1952110192895997) | > loss_disc_real_2: 0.20499950647354126 (0.19062444240473853) | > loss_disc_real_3: 0.20674283802509308 (0.20381993373706725) | > loss_disc_real_4: 0.18384717404842377 (0.19747643323079053) | > loss_disc_real_5: 0.1915951520204544 (0.20258415072537309) | > loss_0: 2.1526923179626465 (2.2045266642414854) | > grad_norm_0: tensor(50.5828, device='cuda:0') (tensor(35.0234, device='cuda:0')) | > loss_gen: 2.6978650093078613 (2.785928068245906) | > loss_kl: 1.6746937036514282 (1.747858099484656) | > loss_feat: 8.431979179382324 (8.348493645382213) | > loss_mel: 14.114912033081055 (13.55892915471017) | > loss_duration: 1.6864001750946045 (1.7104148811685573) | > amp_scaler: 128.0 (132.93768545994067) | > loss_1: 28.60584831237793 (28.151623836256984) | > grad_norm_1: tensor(1167.7977, device='cuda:0') (tensor(756.4658, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8829 (0.8483224799442008) | > loader_time: 0.0127 (0.009811948951698556)  --> TIME: 2025-05-09 04:43:55 -- STEP: 387/725 -- GLOBAL_STEP: 108600 | > loss_disc: 2.2558629512786865 (2.2033725345473574) | > loss_disc_real_0: 0.10999920219182968 (0.1339373388917256) | > loss_disc_real_1: 0.175261452794075 (0.19510768169118453) | > loss_disc_real_2: 0.20139871537685394 (0.190773073670476) | > loss_disc_real_3: 0.19670544564723969 (0.20374505757053393) | > loss_disc_real_4: 0.2128729522228241 (0.1976273095268919) | > loss_disc_real_5: 0.1986423134803772 (0.2020655313280509) | > loss_0: 2.2558629512786865 (2.2033725345473574) | > grad_norm_0: tensor(28.5152, device='cuda:0') (tensor(35.0122, device='cuda:0')) | > loss_gen: 2.6645965576171875 (2.7897394153190804) | > loss_kl: 1.6995230913162231 (1.750953589914997) | > loss_feat: 7.579570770263672 (8.343064924235192) | > loss_mel: 13.831413269042969 (13.559214589515701) | > loss_duration: 1.7825528383255005 (1.710306807697897) | > amp_scaler: 128.0 (132.29974160206717) | > loss_1: 27.55765724182129 (28.153279316825767) | > grad_norm_1: tensor(1067.1376, device='cuda:0') (tensor(754.9755, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8651 (0.8483525320541027) | > loader_time: 0.0096 (0.009816618852837147)  --> TIME: 2025-05-09 04:44:37 -- STEP: 437/725 -- GLOBAL_STEP: 108650 | > loss_disc: 2.2725234031677246 (2.2027944891076356) | > loss_disc_real_0: 0.14706367254257202 (0.13362165160255543) | > loss_disc_real_1: 0.18661165237426758 (0.1952623641054472) | > loss_disc_real_2: 0.20513664186000824 (0.1908080925316778) | > loss_disc_real_3: 0.21782296895980835 (0.2037152254472336) | > loss_disc_real_4: 0.22434328496456146 (0.19765768969086264) | > loss_disc_real_5: 0.210080087184906 (0.2023253443925822) | > loss_0: 2.2725234031677246 (2.2027944891076356) | > grad_norm_0: tensor(27.0274, device='cuda:0') (tensor(35.1343, device='cuda:0')) | > loss_gen: 2.5286433696746826 (2.788058623023653) | > loss_kl: 1.7259790897369385 (1.7512747551265515) | > loss_feat: 7.60452127456665 (8.341707273260692) | > loss_mel: 12.945150375366211 (13.552856849041898) | > loss_duration: 1.6728665828704834 (1.7097089997145345) | > amp_scaler: 128.0 (131.80778032036613) | > loss_1: 26.47715950012207 (28.143606487073395) | > grad_norm_1: tensor(282.1404, device='cuda:0') (tensor(757.8264, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8791 (0.8471603993692988) | > loader_time: 0.0094 (0.009776732468768723)  --> TIME: 2025-05-09 04:45:21 -- STEP: 487/725 -- GLOBAL_STEP: 108700 | > loss_disc: 2.1325385570526123 (2.20412494465556) | > loss_disc_real_0: 0.11195206642150879 (0.13398278391397983) | > loss_disc_real_1: 0.18684044480323792 (0.19532778094191816) | > loss_disc_real_2: 0.1648980975151062 (0.19118853962886506) | > loss_disc_real_3: 0.19383014738559723 (0.20354910806831153) | > loss_disc_real_4: 0.17694400250911713 (0.19766296192361094) | > loss_disc_real_5: 0.19526326656341553 (0.20231838221422696) | > loss_0: 2.1325385570526123 (2.20412494465556) | > grad_norm_0: tensor(22.5171, device='cuda:0') (tensor(35.5273, device='cuda:0')) | > loss_gen: 2.685046434402466 (2.788180211241483) | > loss_kl: 1.844239354133606 (1.7523785518669739) | > loss_feat: 8.353137016296387 (8.336268625709803) | > loss_mel: 13.473344802856445 (13.55079134876478) | > loss_duration: 1.6959586143493652 (1.7105940249911074) | > amp_scaler: 128.0 (131.41683778234093) | > loss_1: 28.051727294921875 (28.138212767959374) | > grad_norm_1: tensor(732.5525, device='cuda:0') (tensor(767.4960, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8069 (0.8474102206298703) | > loader_time: 0.0088 (0.00979869321631211)  --> TIME: 2025-05-09 04:46:03 -- STEP: 537/725 -- GLOBAL_STEP: 108750 | > loss_disc: 2.3603899478912354 (2.204176649257016) | > loss_disc_real_0: 0.1361771523952484 (0.13385030455207497) | > loss_disc_real_1: 0.2121507078409195 (0.195354103820062) | > loss_disc_real_2: 0.22628316283226013 (0.19115496866640877) | > loss_disc_real_3: 0.23242241144180298 (0.20358399591743395) | > loss_disc_real_4: 0.23375408351421356 (0.19771364958370638) | > loss_disc_real_5: 0.2096138298511505 (0.20249864839197754) | > loss_0: 2.3603899478912354 (2.204176649257016) | > grad_norm_0: tensor(24.6549, device='cuda:0') (tensor(35.2256, device='cuda:0')) | > loss_gen: 2.5839600563049316 (2.785430061528579) | > loss_kl: 1.753822922706604 (1.7501131527028717) | > loss_feat: 6.8516645431518555 (8.324487801592669) | > loss_mel: 12.281426429748535 (13.547457144469073) | > loss_duration: 1.7281839847564697 (1.7109537777287995) | > amp_scaler: 128.0 (131.098696461825) | > loss_1: 25.19905662536621 (28.11844194579169) | > grad_norm_1: tensor(935.5728, device='cuda:0') (tensor(771.7737, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8421 (0.8466667920295531) | > loader_time: 0.0094 (0.009770865324933223)  --> TIME: 2025-05-09 04:46:46 -- STEP: 587/725 -- GLOBAL_STEP: 108800 | > loss_disc: 2.0470495223999023 (2.202253437935801) | > loss_disc_real_0: 0.09739936888217926 (0.13348619158822406) | > loss_disc_real_1: 0.22459284961223602 (0.1952438588036792) | > loss_disc_real_2: 0.1701274812221527 (0.19107751596522282) | > loss_disc_real_3: 0.20233137905597687 (0.20342000590373954) | > loss_disc_real_4: 0.18974915146827698 (0.19746601101791628) | > loss_disc_real_5: 0.21530801057815552 (0.20234398117361924) | > loss_0: 2.0470495223999023 (2.202253437935801) | > grad_norm_0: tensor(29.5383, device='cuda:0') (tensor(35.2073, device='cuda:0')) | > loss_gen: 2.976017475128174 (2.787208610336458) | > loss_kl: 1.8132001161575317 (1.7536175431750303) | > loss_feat: 8.855281829833984 (8.32832442028559) | > loss_mel: 14.429399490356445 (13.53904980979542) | > loss_duration: 1.6704094409942627 (1.710398811904088) | > amp_scaler: 128.0 (130.8347529812607) | > loss_1: 29.744308471679688 (28.11859921093084) | > grad_norm_1: tensor(719.3579, device='cuda:0') (tensor(772.0965, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8495 (0.8459298293878923) | > loader_time: 0.0094 (0.009771605772704042)  --> TIME: 2025-05-09 04:47:29 -- STEP: 637/725 -- GLOBAL_STEP: 108850 | > loss_disc: 2.149123191833496 (2.20004449553168) | > loss_disc_real_0: 0.11405614763498306 (0.1330374483621477) | > loss_disc_real_1: 0.212341770529747 (0.19494617462532488) | > loss_disc_real_2: 0.21713292598724365 (0.19082590827668677) | > loss_disc_real_3: 0.21248787641525269 (0.20340319653882336) | > loss_disc_real_4: 0.1690693497657776 (0.1974769518878808) | > loss_disc_real_5: 0.22546091675758362 (0.20209195386483858) | > loss_0: 2.149123191833496 (2.20004449553168) | > grad_norm_0: tensor(29.5750, device='cuda:0') (tensor(35.4851, device='cuda:0')) | > loss_gen: 2.9329519271850586 (2.791950485582814) | > loss_kl: 1.8442813158035278 (1.7551243015136606) | > loss_feat: 8.786802291870117 (8.35106619710638) | > loss_mel: 14.248172760009766 (13.571917468000615) | > loss_duration: 1.6733248233795166 (1.7100461674634846) | > amp_scaler: 128.0 (130.61224489795921) | > loss_1: 29.48553466796875 (28.180104637445417) | > grad_norm_1: tensor(1017.3947, device='cuda:0') (tensor(768.7035, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.8363 (0.8458977284573683) | > loader_time: 0.01 (0.009780560033849132)  --> TIME: 2025-05-09 04:48:11 -- STEP: 687/725 -- GLOBAL_STEP: 108900 | > loss_disc: 2.29343318939209 (2.200322129667414) | > loss_disc_real_0: 0.09364358335733414 (0.13294043250956758) | > loss_disc_real_1: 0.18033629655838013 (0.1950563000626266) | > loss_disc_real_2: 0.19006313383579254 (0.1907744062129068) | > loss_disc_real_3: 0.17329171299934387 (0.20329119458122197) | > loss_disc_real_4: 0.18262295424938202 (0.19759580254381226) | > loss_disc_real_5: 0.1699458509683609 (0.2020292201200079) | > loss_0: 2.29343318939209 (2.200322129667414) | > grad_norm_0: tensor(49.3236, device='cuda:0') (tensor(35.4825, device='cuda:0')) | > loss_gen: 2.684941291809082 (2.7923566083894173) | > loss_kl: 1.821066975593567 (1.7557135844681815) | > loss_feat: 7.782667636871338 (8.354623427384121) | > loss_mel: 13.781424522399902 (13.58899518808423) | > loss_duration: 1.7200745344161987 (1.7098706323854087) | > amp_scaler: 128.0 (130.42212518195046) | > loss_1: 27.790172576904297 (28.20155945546068) | > grad_norm_1: tensor(781.8084, device='cuda:0') (tensor(768.6628, device='cuda:0')) | > current_lr_0: 0.0001978613820019138 | > current_lr_1: 0.0001978613820019138 | > step_time: 0.865 (0.8454802719960218) | > loader_time: 0.0095 (0.009771396673055384)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.083869457244873 (2.083869457244873) | > loss_disc_real_0: 0.10644983500242233 (0.10644983500242233) | > loss_disc_real_1: 0.1302478015422821 (0.1302478015422821) | > loss_disc_real_2: 0.15488271415233612 (0.15488271415233612) | > loss_disc_real_3: 0.21563562750816345 (0.21563562750816345) | > loss_disc_real_4: 0.20151124894618988 (0.20151124894618988) | > loss_disc_real_5: 0.29718437790870667 (0.29718437790870667) | > loss_0: 2.083869457244873 (2.083869457244873) | > loss_gen: 2.8045530319213867 (2.8045530319213867) | > loss_kl: 2.061767816543579 (2.061767816543579) | > loss_feat: 10.242551803588867 (10.242551803588867) | > loss_mel: 16.568370819091797 (16.568370819091797) | > loss_duration: 1.7060163021087646 (1.7060163021087646) | > loss_1: 33.38325881958008 (33.38325881958008)  --> STEP: 1 | > loss_disc: 2.15608286857605 (2.15608286857605) | > loss_disc_real_0: 0.10626709461212158 (0.10626709461212158) | > loss_disc_real_1: 0.13491150736808777 (0.13491150736808777) | > loss_disc_real_2: 0.1730632185935974 (0.1730632185935974) | > loss_disc_real_3: 0.21492542326450348 (0.21492542326450348) | > loss_disc_real_4: 0.2107139676809311 (0.2107139676809311) | > loss_disc_real_5: 0.26026368141174316 (0.26026368141174316) | > loss_0: 2.15608286857605 (2.15608286857605) | > loss_gen: 2.6357178688049316 (2.6357178688049316) | > loss_kl: 2.0741829872131348 (2.0741829872131348) | > loss_feat: 8.636627197265625 (8.636627197265625) | > loss_mel: 15.182211875915527 (15.182211875915527) | > loss_duration: 1.7756344079971313 (1.7756344079971313) | > loss_1: 30.304372787475586 (30.304372787475586)  --> STEP: 2 | > loss_disc: 2.210223913192749 (2.1831533908843994) | > loss_disc_real_0: 0.1180453822016716 (0.11215623840689659) | > loss_disc_real_1: 0.14287979900836945 (0.1388956531882286) | > loss_disc_real_2: 0.1785147786140442 (0.1757889986038208) | > loss_disc_real_3: 0.22043882310390472 (0.2176821231842041) | > loss_disc_real_4: 0.23281876742839813 (0.2217663675546646) | > loss_disc_real_5: 0.28280192613601685 (0.27153280377388) | > loss_0: 2.210223913192749 (2.1831533908843994) | > loss_gen: 2.634701728820801 (2.635209798812866) | > loss_kl: 1.893678903579712 (1.9839309453964233) | > loss_feat: 8.24268627166748 (8.439656734466553) | > loss_mel: 14.616415023803711 (14.89931344985962) | > loss_duration: 1.8108556270599365 (1.793245017528534) | > loss_1: 29.19833755493164 (29.751355171203613)  --> STEP: 3 | > loss_disc: 2.2511022090911865 (2.2058029969533286) | > loss_disc_real_0: 0.13383075594902039 (0.11938107758760452) | > loss_disc_real_1: 0.16436035931110382 (0.14738388856252035) | > loss_disc_real_2: 0.17879068851470947 (0.17678956190745035) | > loss_disc_real_3: 0.20985308289527893 (0.21507244308789572) | > loss_disc_real_4: 0.2079477459192276 (0.21716016034285227) | > loss_disc_real_5: 0.2792711555957794 (0.2741122543811798) | > loss_0: 2.2511022090911865 (2.2058029969533286) | > loss_gen: 2.5236313343048096 (2.5980169773101807) | > loss_kl: 1.9637047052383423 (1.9771888653437297) | > loss_feat: 7.472665786743164 (8.117326418558756) | > loss_mel: 12.757430076599121 (14.185352325439453) | > loss_duration: 1.8018748760223389 (1.796121637026469) | > loss_1: 26.51930809020996 (28.67400614420573)  --> STEP: 4 | > loss_disc: 2.1586225032806396 (2.1940078735351562) | > loss_disc_real_0: 0.11124354600906372 (0.11734669469296932) | > loss_disc_real_1: 0.1471061259508133 (0.14731444790959358) | > loss_disc_real_2: 0.15533345937728882 (0.17142553627490997) | > loss_disc_real_3: 0.2030038684606552 (0.2120552994310856) | > loss_disc_real_4: 0.2223609983921051 (0.21846036985516548) | > loss_disc_real_5: 0.30884936451911926 (0.2827965319156647) | > loss_0: 2.1586225032806396 (2.1940078735351562) | > loss_gen: 2.727433681488037 (2.6303711533546448) | > loss_kl: 1.804966688156128 (1.9341333210468292) | > loss_feat: 9.059714317321777 (8.352923393249512) | > loss_mel: 15.181270599365234 (14.434331893920898) | > loss_duration: 1.746732473373413 (1.783774346113205) | > loss_1: 30.520118713378906 (29.135534286499023) --> EVAL PERFORMANCE | > avg_loader_time: 0.2849445343017578 (+0.0034560561180114746) | > avg_loss_disc: 2.1940078735351562 (+0.00020885467529296875) | > avg_loss_disc_real_0: 0.11734669469296932 (+0.00773581862449646) | > avg_loss_disc_real_1: 0.14731444790959358 (-0.0398101806640625) | > avg_loss_disc_real_2: 0.17142553627490997 (-0.001053202897310257) | > avg_loss_disc_real_3: 0.2120552994310856 (-0.005742352455854416) | > avg_loss_disc_real_4: 0.21846036985516548 (+0.028275344520807266) | > avg_loss_disc_real_5: 0.2827965319156647 (+0.06501425057649612) | > avg_loss_0: 2.1940078735351562 (+0.00020885467529296875) | > avg_loss_gen: 2.6303711533546448 (+0.10790115594863892) | > avg_loss_kl: 1.9341333210468292 (-0.0023255348205566406) | > avg_loss_feat: 8.352923393249512 (+0.1402658224105835) | > avg_loss_mel: 14.434331893920898 (+0.7811994552612305) | > avg_loss_duration: 1.783774346113205 (+0.010492652654647827) | > avg_loss_1: 29.135534286499023 (+1.0375347137451172)  > EPOCH: 87/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 04:48:50)   --> TIME: 2025-05-09 04:49:03 -- STEP: 12/725 -- GLOBAL_STEP: 108950 | > loss_disc: 2.2123258113861084 (2.2107797662417092) | > loss_disc_real_0: 0.13121066987514496 (0.13652166289587817) | > loss_disc_real_1: 0.2156551331281662 (0.19929026315609613) | > loss_disc_real_2: 0.18697135150432587 (0.19052146126826605) | > loss_disc_real_3: 0.1887255311012268 (0.20000309372941652) | > loss_disc_real_4: 0.19035297632217407 (0.19307528312007585) | > loss_disc_real_5: 0.16504177451133728 (0.2041900431116422) | > loss_0: 2.2123258113861084 (2.2107797662417092) | > grad_norm_0: tensor(31.3261, device='cuda:0') (tensor(20.5091, device='cuda:0')) | > loss_gen: 2.7483224868774414 (2.717060407002767) | > loss_kl: 1.8770629167556763 (1.8226298987865448) | > loss_feat: 8.030776023864746 (8.337533036867777) | > loss_mel: 13.29019546508789 (13.812882582346598) | > loss_duration: 1.7351562976837158 (1.7140480975310008) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.681514739990234 (28.404154618581135) | > grad_norm_1: tensor(970.8895, device='cuda:0') (tensor(724.0949, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8376 (0.8324398994445801) | > loader_time: 0.0086 (0.010602096716562906)  --> TIME: 2025-05-09 04:49:46 -- STEP: 62/725 -- GLOBAL_STEP: 109000 | > loss_disc: 2.2189414501190186 (2.205217655627959) | > loss_disc_real_0: 0.15758772194385529 (0.1382279612364308) | > loss_disc_real_1: 0.21182209253311157 (0.19474509118064756) | > loss_disc_real_2: 0.2030048966407776 (0.18881107001535355) | > loss_disc_real_3: 0.23662641644477844 (0.20369446373754932) | > loss_disc_real_4: 0.18912136554718018 (0.1971001418367509) | > loss_disc_real_5: 0.19703452289104462 (0.20563687215889653) | > loss_0: 2.2189414501190186 (2.205217655627959) | > grad_norm_0: tensor(25.4534, device='cuda:0') (tensor(31.5261, device='cuda:0')) | > loss_gen: 2.8098807334899902 (2.7416132803886164) | > loss_kl: 1.6274220943450928 (1.7799847760508138) | > loss_feat: 8.139705657958984 (8.270106769377186) | > loss_mel: 13.465461730957031 (13.516750104965702) | > loss_duration: 1.7625569105148315 (1.7053466035473732) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.80502700805664 (28.013801636234408) | > grad_norm_1: tensor(1003.1921, device='cuda:0') (tensor(799.6536, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8416 (0.8563666958962718) | > loader_time: 0.0101 (0.010405225138510424) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_109000.pth  --> TIME: 2025-05-09 04:50:32 -- STEP: 112/725 -- GLOBAL_STEP: 109050 | > loss_disc: 2.058846950531006 (2.191627619521959) | > loss_disc_real_0: 0.12220136821269989 (0.13379627572638647) | > loss_disc_real_1: 0.1951458752155304 (0.19395441043057612) | > loss_disc_real_2: 0.1611882895231247 (0.18892602263284589) | > loss_disc_real_3: 0.21176953613758087 (0.2033952245754855) | > loss_disc_real_4: 0.1546982377767563 (0.19571418102298463) | > loss_disc_real_5: 0.18007436394691467 (0.20254332252911159) | > loss_0: 2.058846950531006 (2.191627619521959) | > grad_norm_0: tensor(47.5940, device='cuda:0') (tensor(32.6937, device='cuda:0')) | > loss_gen: 2.9679043292999268 (2.787930463041577) | > loss_kl: 1.8165357112884521 (1.7692954944712775) | > loss_feat: 8.753240585327148 (8.343772807291575) | > loss_mel: 13.750653266906738 (13.59578812122345) | > loss_duration: 1.7048485279083252 (1.7103733431015695) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.99318504333496 (28.20716037069048) | > grad_norm_1: tensor(816.7526, device='cuda:0') (tensor(757.0177, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8412 (0.852456984775407) | > loader_time: 0.0097 (0.010255441069602958)  --> TIME: 2025-05-09 04:51:15 -- STEP: 162/725 -- GLOBAL_STEP: 109100 | > loss_disc: 2.0387439727783203 (2.1915170329588456) | > loss_disc_real_0: 0.1397351175546646 (0.13407214786167493) | > loss_disc_real_1: 0.19584126770496368 (0.19367300249912123) | > loss_disc_real_2: 0.18411439657211304 (0.18864967536043248) | > loss_disc_real_3: 0.1814449280500412 (0.20291094601522267) | > loss_disc_real_4: 0.20025958120822906 (0.196293905561353) | > loss_disc_real_5: 0.2127058058977127 (0.20201258655683493) | > loss_0: 2.0387439727783203 (2.1915170329588456) | > grad_norm_0: tensor(29.8696, device='cuda:0') (tensor(33.5302, device='cuda:0')) | > loss_gen: 3.027712345123291 (2.789489179481695) | > loss_kl: 1.7140300273895264 (1.7671824671604015) | > loss_feat: 9.474806785583496 (8.326625894617152) | > loss_mel: 14.344308853149414 (13.536701932365512) | > loss_duration: 1.6778655052185059 (1.711441331439548) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.238723754882812 (28.131440833762834) | > grad_norm_1: tensor(902.9652, device='cuda:0') (tensor(757.9479, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8313 (0.8495636619167564) | > loader_time: 0.0094 (0.010272494068852167)  --> TIME: 2025-05-09 04:51:58 -- STEP: 212/725 -- GLOBAL_STEP: 109150 | > loss_disc: 2.318033218383789 (2.195027644341847) | > loss_disc_real_0: 0.1420196145772934 (0.13261250248354564) | > loss_disc_real_1: 0.1955038458108902 (0.19392447904595791) | > loss_disc_real_2: 0.21217215061187744 (0.18967527361973283) | > loss_disc_real_3: 0.2100331336259842 (0.2033231733542569) | > loss_disc_real_4: 0.19704191386699677 (0.19704084161598734) | > loss_disc_real_5: 0.20702624320983887 (0.20167301489778286) | > loss_0: 2.318033218383789 (2.195027644341847) | > grad_norm_0: tensor(65.3686, device='cuda:0') (tensor(33.9251, device='cuda:0')) | > loss_gen: 2.564601182937622 (2.785508460593674) | > loss_kl: 1.6589133739471436 (1.7529987839033019) | > loss_feat: 7.273338317871094 (8.297725794450288) | > loss_mel: 12.548977851867676 (13.505617753514704) | > loss_duration: 1.725523591041565 (1.710934633353971) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.77135467529297 (28.052785540526763) | > grad_norm_1: tensor(973.6962, device='cuda:0') (tensor(765.9571, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8563 (0.8501313654881604) | > loader_time: 0.0096 (0.010188326520739853)  --> TIME: 2025-05-09 04:52:41 -- STEP: 262/725 -- GLOBAL_STEP: 109200 | > loss_disc: 1.996828556060791 (2.2005082582699433) | > loss_disc_real_0: 0.12240330129861832 (0.13443492242056904) | > loss_disc_real_1: 0.19176128506660461 (0.19445678677040204) | > loss_disc_real_2: 0.1814361810684204 (0.1900355405252399) | > loss_disc_real_3: 0.23218105733394623 (0.20344972849347215) | > loss_disc_real_4: 0.18454642593860626 (0.1974902737686653) | > loss_disc_real_5: 0.16576218605041504 (0.2019904500428047) | > loss_0: 1.996828556060791 (2.2005082582699433) | > grad_norm_0: tensor(51.6419, device='cuda:0') (tensor(33.3963, device='cuda:0')) | > loss_gen: 3.1045498847961426 (2.7799311767097654) | > loss_kl: 1.7966798543930054 (1.7444590111725202) | > loss_feat: 9.992673873901367 (8.285591036308809) | > loss_mel: 15.394209861755371 (13.54784515613818) | > loss_duration: 1.6901965141296387 (1.7117683646333126) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.978309631347656 (28.069594827317097) | > grad_norm_1: tensor(761.6437, device='cuda:0') (tensor(757.6110, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8858 (0.8487722573389533) | > loader_time: 0.0097 (0.010121501129092145)  --> TIME: 2025-05-09 04:53:24 -- STEP: 312/725 -- GLOBAL_STEP: 109250 | > loss_disc: 2.264899253845215 (2.200771819704618) | > loss_disc_real_0: 0.16626550257205963 (0.1355409464583947) | > loss_disc_real_1: 0.17728224396705627 (0.1941700165088361) | > loss_disc_real_2: 0.19268204271793365 (0.1907159194636803) | > loss_disc_real_3: 0.19070595502853394 (0.20294364517888971) | > loss_disc_real_4: 0.17010214924812317 (0.19719257263036877) | > loss_disc_real_5: 0.18034444749355316 (0.20073842763518684) | > loss_0: 2.264899253845215 (2.200771819704618) | > grad_norm_0: tensor(35.0655, device='cuda:0') (tensor(33.8989, device='cuda:0')) | > loss_gen: 2.7963812351226807 (2.7860462772540555) | > loss_kl: 1.8375508785247803 (1.74570931494236) | > loss_feat: 7.825526237487793 (8.304610166794216) | > loss_mel: 13.361533164978027 (13.570393458390848) | > loss_duration: 1.6939055919647217 (1.7104700807577518) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.514896392822266 (28.117229369970467) | > grad_norm_1: tensor(947.8883, device='cuda:0') (tensor(750.3970, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.838 (0.8486040417964642) | > loader_time: 0.0093 (0.01009118709808741)  --> TIME: 2025-05-09 04:54:07 -- STEP: 362/725 -- GLOBAL_STEP: 109300 | > loss_disc: 2.0708529949188232 (2.2026334470806845) | > loss_disc_real_0: 0.12471025437116623 (0.13500311472633278) | > loss_disc_real_1: 0.16108766198158264 (0.19458657577222233) | > loss_disc_real_2: 0.19536122679710388 (0.19108102305982652) | > loss_disc_real_3: 0.194513738155365 (0.20289914124743064) | > loss_disc_real_4: 0.22533808648586273 (0.19782826749000765) | > loss_disc_real_5: 0.1860453486442566 (0.2006699535892814) | > loss_0: 2.0708529949188232 (2.2026334470806845) | > grad_norm_0: tensor(42.6580, device='cuda:0') (tensor(33.9024, device='cuda:0')) | > loss_gen: 2.995063543319702 (2.7839628760985917) | > loss_kl: 1.7888413667678833 (1.7460378322812076) | > loss_feat: 9.070951461791992 (8.297254744155637) | > loss_mel: 14.69591999053955 (13.567749455488848) | > loss_duration: 1.6557388305664062 (1.7090880465770948) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.20651626586914 (28.10409299313034) | > grad_norm_1: tensor(1037.5775, device='cuda:0') (tensor(763.4153, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8461 (0.8486246035243925) | > loader_time: 0.011 (0.01006738915627833)  --> TIME: 2025-05-09 04:54:50 -- STEP: 412/725 -- GLOBAL_STEP: 109350 | > loss_disc: 2.1965270042419434 (2.2016474057748474) | > loss_disc_real_0: 0.1331881880760193 (0.13482067860590613) | > loss_disc_real_1: 0.18753670156002045 (0.19484472238612413) | > loss_disc_real_2: 0.19169676303863525 (0.19075894019412762) | > loss_disc_real_3: 0.20399561524391174 (0.20288794856627018) | > loss_disc_real_4: 0.19373703002929688 (0.19759057964948779) | > loss_disc_real_5: 0.16657429933547974 (0.20103711381699282) | > loss_0: 2.1965270042419434 (2.2016474057748474) | > grad_norm_0: tensor(26.7518, device='cuda:0') (tensor(33.8274, device='cuda:0')) | > loss_gen: 2.677129030227661 (2.781413229345119) | > loss_kl: 1.728125810623169 (1.742795503544576) | > loss_feat: 8.433656692504883 (8.293051140979657) | > loss_mel: 12.693880081176758 (13.561292676092352) | > loss_duration: 1.7030889987945557 (1.7087477208341204) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.235881805419922 (28.087300309857117) | > grad_norm_1: tensor(778.5507, device='cuda:0') (tensor(777.5225, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8507 (0.8487612454636583) | > loader_time: 0.0099 (0.010078733985863852)  --> TIME: 2025-05-09 04:55:33 -- STEP: 462/725 -- GLOBAL_STEP: 109400 | > loss_disc: 2.393376350402832 (2.20182297446511) | > loss_disc_real_0: 0.18132354319095612 (0.13427090280370793) | > loss_disc_real_1: 0.18614637851715088 (0.1947163210867288) | > loss_disc_real_2: 0.20849290490150452 (0.19099349115705078) | > loss_disc_real_3: 0.2543492615222931 (0.20294313526256783) | > loss_disc_real_4: 0.22509966790676117 (0.19760924439022554) | > loss_disc_real_5: 0.20503221452236176 (0.20130324763653087) | > loss_0: 2.393376350402832 (2.20182297446511) | > grad_norm_0: tensor(21.7605, device='cuda:0') (tensor(34.1642, device='cuda:0')) | > loss_gen: 2.5992777347564697 (2.7829138499833816) | > loss_kl: 1.5885118246078491 (1.7434994193898652) | > loss_feat: 6.5559186935424805 (8.296741202796184) | > loss_mel: 11.512849807739258 (13.568313966065775) | > loss_duration: 1.729259967803955 (1.7084783772369478) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.985816955566406 (28.09994683946882) | > grad_norm_1: tensor(770.4190, device='cuda:0') (tensor(778.2562, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.7948 (0.8478665011269706) | > loader_time: 0.0094 (0.010055539927957385)  --> TIME: 2025-05-09 04:56:16 -- STEP: 512/725 -- GLOBAL_STEP: 109450 | > loss_disc: 2.1306488513946533 (2.2024322855286296) | > loss_disc_real_0: 0.21312424540519714 (0.1346624889556551) | > loss_disc_real_1: 0.17510877549648285 (0.19466871613985864) | > loss_disc_real_2: 0.18842850625514984 (0.1908274443994742) | > loss_disc_real_3: 0.15132801234722137 (0.2030766749521718) | > loss_disc_real_4: 0.1688680499792099 (0.19759123979019935) | > loss_disc_real_5: 0.17123501002788544 (0.20141199990757747) | > loss_0: 2.1306488513946533 (2.2024322855286296) | > grad_norm_0: tensor(95.6690, device='cuda:0') (tensor(34.5638, device='cuda:0')) | > loss_gen: 3.0488228797912598 (2.7803787114098677) | > loss_kl: 1.693820834159851 (1.7448369646444917) | > loss_feat: 10.39538860321045 (8.289288767613481) | > loss_mel: 15.343862533569336 (13.554190535098314) | > loss_duration: 1.666428565979004 (1.7092153469566251) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.14832305908203 (28.07791033759713) | > grad_norm_1: tensor(784.8323, device='cuda:0') (tensor(783.7286, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8454 (0.848424251191318) | > loader_time: 0.01 (0.01003665383905173)  --> TIME: 2025-05-09 04:56:59 -- STEP: 562/725 -- GLOBAL_STEP: 109500 | > loss_disc: 1.9644849300384521 (2.2011913920212467) | > loss_disc_real_0: 0.06726159900426865 (0.13494680091420513) | > loss_disc_real_1: 0.22572264075279236 (0.19455258810753506) | > loss_disc_real_2: 0.1873389184474945 (0.1907519542767909) | > loss_disc_real_3: 0.20827673375606537 (0.20274480286442093) | > loss_disc_real_4: 0.17723329365253448 (0.19758474519244293) | > loss_disc_real_5: 0.1553652137517929 (0.20120890160154192) | > loss_0: 1.9644849300384521 (2.2011913920212467) | > grad_norm_0: tensor(35.2784, device='cuda:0') (tensor(34.6302, device='cuda:0')) | > loss_gen: 3.065816879272461 (2.7858014912791953) | > loss_kl: 1.6750255823135376 (1.7472528908600589) | > loss_feat: 9.173712730407715 (8.30814546707263) | > loss_mel: 13.18093204498291 (13.580304800827728) | > loss_duration: 1.6815168857574463 (1.7094359684245017) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.77700424194336 (28.130940651129993) | > grad_norm_1: tensor(459.4083, device='cuda:0') (tensor(779.6934, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8906 (0.847661044249755) | > loader_time: 0.0095 (0.010013334691736629)  --> TIME: 2025-05-09 04:57:42 -- STEP: 612/725 -- GLOBAL_STEP: 109550 | > loss_disc: 2.1287918090820312 (2.203784830819546) | > loss_disc_real_0: 0.0984291210770607 (0.13510887004629835) | > loss_disc_real_1: 0.16364280879497528 (0.19466035060730633) | > loss_disc_real_2: 0.19314761459827423 (0.19112358517409164) | > loss_disc_real_3: 0.17731258273124695 (0.20302607530569716) | > loss_disc_real_4: 0.20380760729312897 (0.19785394341824888) | > loss_disc_real_5: 0.21165123581886292 (0.20136973415227494) | > loss_0: 2.1287918090820312 (2.203784830819546) | > grad_norm_0: tensor(16.8273, device='cuda:0') (tensor(34.4982, device='cuda:0')) | > loss_gen: 2.7571582794189453 (2.7853447954639114) | > loss_kl: 1.8014096021652222 (1.7480423744597466) | > loss_feat: 8.062118530273438 (8.303586159656255) | > loss_mel: 14.14465618133545 (13.585155002431934) | > loss_duration: 1.6305627822875977 (1.7090484139576465) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.395904541015625 (28.13117677401873) | > grad_norm_1: tensor(875.8417, device='cuda:0') (tensor(773.0057, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8159 (0.8472934450978548) | > loader_time: 0.0091 (0.010001824572195426)  --> TIME: 2025-05-09 04:58:24 -- STEP: 662/725 -- GLOBAL_STEP: 109600 | > loss_disc: 2.1506080627441406 (2.203132340915251) | > loss_disc_real_0: 0.11398915946483612 (0.13495659929477904) | > loss_disc_real_1: 0.2209412157535553 (0.1945996532762519) | > loss_disc_real_2: 0.17401021718978882 (0.19104765249793276) | > loss_disc_real_3: 0.19047486782073975 (0.20279647279361948) | > loss_disc_real_4: 0.22501270473003387 (0.1977624725269047) | > loss_disc_real_5: 0.22012518346309662 (0.20138254243981807) | > loss_0: 2.1506080627441406 (2.203132340915251) | > grad_norm_0: tensor(13.2652, device='cuda:0') (tensor(34.7212, device='cuda:0')) | > loss_gen: 2.9361350536346436 (2.787054656855649) | > loss_kl: 1.8331785202026367 (1.7480267887749341) | > loss_feat: 9.22604751586914 (8.306771512478146) | > loss_mel: 14.532307624816895 (13.589972326042432) | > loss_duration: 1.7178423404693604 (1.7098518253453194) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.24551010131836 (28.141677141909874) | > grad_norm_1: tensor(993.3896, device='cuda:0') (tensor(773.6390, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8548 (0.846543562736396) | > loader_time: 0.0103 (0.009988915524093775)  --> TIME: 2025-05-09 04:59:07 -- STEP: 712/725 -- GLOBAL_STEP: 109650 | > loss_disc: 2.098836660385132 (2.2014647099409164) | > loss_disc_real_0: 0.0947955846786499 (0.13470230064239724) | > loss_disc_real_1: 0.21115757524967194 (0.19444218876489092) | > loss_disc_real_2: 0.1809409111738205 (0.19107241796727273) | > loss_disc_real_3: 0.19649022817611694 (0.20279753360939165) | > loss_disc_real_4: 0.21455366909503937 (0.19781500375254105) | > loss_disc_real_5: 0.19603779911994934 (0.20117955401623522) | > loss_0: 2.098836660385132 (2.2014647099409164) | > grad_norm_0: tensor(22.6533, device='cuda:0') (tensor(34.7056, device='cuda:0')) | > loss_gen: 2.7857959270477295 (2.7899988836117) | > loss_kl: 1.6683461666107178 (1.750169353371256) | > loss_feat: 7.721407890319824 (8.319965064525606) | > loss_mel: 12.683728218078613 (13.603725492284541) | > loss_duration: 1.7192533016204834 (1.7097472432958951) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.57853126525879 (28.173606082294764) | > grad_norm_1: tensor(709.1303, device='cuda:0') (tensor(778.6542, device='cuda:0')) | > current_lr_0: 0.00019783664932916355 | > current_lr_1: 0.00019783664932916355 | > step_time: 0.8334 (0.8463308787747715) | > loader_time: 0.0098 (0.009979830364163002)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2832202911376953 (2.2832202911376953) | > loss_disc_real_0: 0.14487376809120178 (0.14487376809120178) | > loss_disc_real_1: 0.1641480177640915 (0.1641480177640915) | > loss_disc_real_2: 0.20070485770702362 (0.20070485770702362) | > loss_disc_real_3: 0.22322465479373932 (0.22322465479373932) | > loss_disc_real_4: 0.17813020944595337 (0.17813020944595337) | > loss_disc_real_5: 0.2748529016971588 (0.2748529016971588) | > loss_0: 2.2832202911376953 (2.2832202911376953) | > loss_gen: 2.63155198097229 (2.63155198097229) | > loss_kl: 1.9948738813400269 (1.9948738813400269) | > loss_feat: 7.539611339569092 (7.539611339569092) | > loss_mel: 13.35590648651123 (13.35590648651123) | > loss_duration: 1.6721527576446533 (1.6721527576446533) | > loss_1: 27.1940975189209 (27.1940975189209)  --> STEP: 1 | > loss_disc: 2.150310516357422 (2.150310516357422) | > loss_disc_real_0: 0.13511429727077484 (0.13511429727077484) | > loss_disc_real_1: 0.14732202887535095 (0.14732202887535095) | > loss_disc_real_2: 0.2025158703327179 (0.2025158703327179) | > loss_disc_real_3: 0.2160361260175705 (0.2160361260175705) | > loss_disc_real_4: 0.16383406519889832 (0.16383406519889832) | > loss_disc_real_5: 0.2527271807193756 (0.2527271807193756) | > loss_0: 2.150310516357422 (2.150310516357422) | > loss_gen: 2.7672548294067383 (2.7672548294067383) | > loss_kl: 1.9856690168380737 (1.9856690168380737) | > loss_feat: 8.057267189025879 (8.057267189025879) | > loss_mel: 14.737499237060547 (14.737499237060547) | > loss_duration: 1.7576075792312622 (1.7576075792312622) | > loss_1: 29.305299758911133 (29.305299758911133)  --> STEP: 2 | > loss_disc: 2.0827927589416504 (2.116551637649536) | > loss_disc_real_0: 0.14065144956111908 (0.13788287341594696) | > loss_disc_real_1: 0.15276332199573517 (0.15004267543554306) | > loss_disc_real_2: 0.18787366151809692 (0.1951947659254074) | > loss_disc_real_3: 0.18211236596107483 (0.19907424598932266) | > loss_disc_real_4: 0.1644747406244278 (0.16415440291166306) | > loss_disc_real_5: 0.21152110397815704 (0.23212414234876633) | > loss_0: 2.0827927589416504 (2.116551637649536) | > loss_gen: 2.7923853397369385 (2.7798200845718384) | > loss_kl: 1.956773042678833 (1.9712210297584534) | > loss_feat: 8.006003379821777 (8.031635284423828) | > loss_mel: 13.53411865234375 (14.135808944702148) | > loss_duration: 1.8027185201644897 (1.780163049697876) | > loss_1: 28.091999053955078 (28.698649406433105)  --> STEP: 3 | > loss_disc: 2.2671964168548584 (2.16676656405131) | > loss_disc_real_0: 0.1515234410762787 (0.1424297293027242) | > loss_disc_real_1: 0.16746202111244202 (0.15584912399450937) | > loss_disc_real_2: 0.2026464343070984 (0.19767865538597107) | > loss_disc_real_3: 0.22737234830856323 (0.20850694676240286) | > loss_disc_real_4: 0.1863858848810196 (0.17156489690144858) | > loss_disc_real_5: 0.2637186050415039 (0.24265562991301218) | > loss_0: 2.2671964168548584 (2.16676656405131) | > loss_gen: 2.658987522125244 (2.739542563756307) | > loss_kl: 1.8972996473312378 (1.9465805689493816) | > loss_feat: 7.054884433746338 (7.706051667531331) | > loss_mel: 12.777936935424805 (13.683184941609701) | > loss_duration: 1.7910335063934326 (1.7837865352630615) | > loss_1: 26.18014144897461 (27.85914675394694)  --> STEP: 4 | > loss_disc: 2.2740843296051025 (2.1935960054397583) | > loss_disc_real_0: 0.15319295227527618 (0.1451205350458622) | > loss_disc_real_1: 0.1659938544034958 (0.15838530659675598) | > loss_disc_real_2: 0.18084436655044556 (0.1934700831770897) | > loss_disc_real_3: 0.22627170383930206 (0.21294813603162766) | > loss_disc_real_4: 0.18108373880386353 (0.1739446073770523) | > loss_disc_real_5: 0.24883118271827698 (0.24419951811432838) | > loss_0: 2.2740843296051025 (2.1935960054397583) | > loss_gen: 2.5497758388519287 (2.6921008825302124) | > loss_kl: 2.0633342266082764 (1.9757689833641052) | > loss_feat: 7.069012641906738 (7.546791911125183) | > loss_mel: 12.329869270324707 (13.344856023788452) | > loss_duration: 1.7340431213378906 (1.7713506817817688) | > loss_1: 25.746034622192383 (27.3308687210083) --> EVAL PERFORMANCE | > avg_loader_time: 0.27789199352264404 (-0.0070525407791137695) | > avg_loss_disc: 2.1935960054397583 (-0.0004118680953979492) | > avg_loss_disc_real_0: 0.1451205350458622 (+0.027773840352892876) | > avg_loss_disc_real_1: 0.15838530659675598 (+0.0110708586871624) | > avg_loss_disc_real_2: 0.1934700831770897 (+0.022044546902179718) | > avg_loss_disc_real_3: 0.21294813603162766 (+0.0008928366005420685) | > avg_loss_disc_real_4: 0.1739446073770523 (-0.044515762478113174) | > avg_loss_disc_real_5: 0.24419951811432838 (-0.03859701380133629) | > avg_loss_0: 2.1935960054397583 (-0.0004118680953979492) | > avg_loss_gen: 2.6921008825302124 (+0.06172972917556763) | > avg_loss_kl: 1.9757689833641052 (+0.041635662317276) | > avg_loss_feat: 7.546791911125183 (-0.8061314821243286) | > avg_loss_mel: 13.344856023788452 (-1.0894758701324463) | > avg_loss_duration: 1.7713506817817688 (-0.012423664331436157) | > avg_loss_1: 27.3308687210083 (-1.8046655654907227)  > EPOCH: 88/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 04:59:24)   --> TIME: 2025-05-09 04:59:58 -- STEP: 37/725 -- GLOBAL_STEP: 109700 | > loss_disc: 2.334847927093506 (2.188734573286932) | > loss_disc_real_0: 0.14344611763954163 (0.13100760691874735) | > loss_disc_real_1: 0.20451229810714722 (0.1925245277784966) | > loss_disc_real_2: 0.20383864641189575 (0.18925187233332041) | > loss_disc_real_3: 0.1773548573255539 (0.20123909292994316) | > loss_disc_real_4: 0.22036112844944 (0.19739428283394994) | > loss_disc_real_5: 0.22663471102714539 (0.20083207818301949) | > loss_0: 2.334847927093506 (2.188734573286932) | > grad_norm_0: tensor(41.1059, device='cuda:0') (tensor(38.2758, device='cuda:0')) | > loss_gen: 2.6287970542907715 (2.80641735566629) | > loss_kl: 1.7746446132659912 (1.72881704085582) | > loss_feat: 7.01096248626709 (8.384590071600837) | > loss_mel: 12.33264446258545 (13.775267807213035) | > loss_duration: 1.7045694589614868 (1.7067064207953375) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.451618194580078 (28.401798557590794) | > grad_norm_1: tensor(759.0059, device='cuda:0') (tensor(784.1745, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8538 (0.8457174365584915) | > loader_time: 0.0101 (0.010445472356435415)  --> TIME: 2025-05-09 05:00:42 -- STEP: 87/725 -- GLOBAL_STEP: 109750 | > loss_disc: 2.1938412189483643 (2.199741822549667) | > loss_disc_real_0: 0.1848379522562027 (0.13241057406211726) | > loss_disc_real_1: 0.18147224187850952 (0.19358558918552837) | > loss_disc_real_2: 0.178583562374115 (0.19029311544593727) | > loss_disc_real_3: 0.1659926027059555 (0.20283564668277215) | > loss_disc_real_4: 0.1977180391550064 (0.19831137342014532) | > loss_disc_real_5: 0.20589445531368256 (0.20282024213637434) | > loss_0: 2.1938412189483643 (2.199741822549667) | > grad_norm_0: tensor(43.4830, device='cuda:0') (tensor(36.7120, device='cuda:0')) | > loss_gen: 2.8170371055603027 (2.7981376182073836) | > loss_kl: 1.7535134553909302 (1.733116455461787) | > loss_feat: 8.039944648742676 (8.33632078390012) | > loss_mel: 13.528986930847168 (13.656942597750959) | > loss_duration: 1.6893043518066406 (1.7073924760708863) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.828786849975586 (28.2319098724716) | > grad_norm_1: tensor(834.7170, device='cuda:0') (tensor(805.0011, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8097 (0.8519083521831995) | > loader_time: 0.0092 (0.009935239265704977)  --> TIME: 2025-05-09 05:01:25 -- STEP: 137/725 -- GLOBAL_STEP: 109800 | > loss_disc: 2.146977663040161 (2.192078094412811) | > loss_disc_real_0: 0.12642866373062134 (0.13110801789664878) | > loss_disc_real_1: 0.15194405615329742 (0.19337419023478988) | > loss_disc_real_2: 0.17046579718589783 (0.189868720125978) | > loss_disc_real_3: 0.19661828875541687 (0.2020585081220543) | > loss_disc_real_4: 0.18948809802532196 (0.19730180806487146) | > loss_disc_real_5: 0.24779295921325684 (0.2016483807433261) | > loss_0: 2.146977663040161 (2.192078094412811) | > grad_norm_0: tensor(46.2902, device='cuda:0') (tensor(36.5752, device='cuda:0')) | > loss_gen: 2.8551788330078125 (2.8125978960608053) | > loss_kl: 1.6695970296859741 (1.7351603107730837) | > loss_feat: 8.4099702835083 (8.427097153489614) | > loss_mel: 13.389092445373535 (13.723366855704871) | > loss_duration: 1.6909666061401367 (1.7066153984000214) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.01480484008789 (28.404837559609522) | > grad_norm_1: tensor(820.0178, device='cuda:0') (tensor(799.5967, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.799 (0.8496789131721441) | > loader_time: 0.0096 (0.009905437483404675)  --> TIME: 2025-05-09 05:02:08 -- STEP: 187/725 -- GLOBAL_STEP: 109850 | > loss_disc: 2.148094654083252 (2.198135920386902) | > loss_disc_real_0: 0.24387028813362122 (0.134516425151876) | > loss_disc_real_1: 0.16517768800258636 (0.1936383626677774) | > loss_disc_real_2: 0.18213067948818207 (0.19036070827175589) | > loss_disc_real_3: 0.19596877694129944 (0.20225067396852414) | > loss_disc_real_4: 0.1784489005804062 (0.19794405980862398) | > loss_disc_real_5: 0.17634689807891846 (0.20113389711966484) | > loss_0: 2.148094654083252 (2.198135920386902) | > grad_norm_0: tensor(57.2378, device='cuda:0') (tensor(37.7402, device='cuda:0')) | > loss_gen: 3.1002912521362305 (2.807844599300528) | > loss_kl: 1.6940479278564453 (1.73399637854673) | > loss_feat: 9.65389633178711 (8.409980567381345) | > loss_mel: 15.03700065612793 (13.733172110695252) | > loss_duration: 1.7393759489059448 (1.7077644349419496) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.224613189697266 (28.39275807875363) | > grad_norm_1: tensor(767.9780, device='cuda:0') (tensor(803.9603, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.853 (0.848038224612965) | > loader_time: 0.0103 (0.009926027155177474)  --> TIME: 2025-05-09 05:02:51 -- STEP: 237/725 -- GLOBAL_STEP: 109900 | > loss_disc: 2.1065902709960938 (2.2005324564905613) | > loss_disc_real_0: 0.06934569031000137 (0.13401776187530562) | > loss_disc_real_1: 0.22590386867523193 (0.19436307490374977) | > loss_disc_real_2: 0.19362355768680573 (0.19027808755007475) | > loss_disc_real_3: 0.21204282343387604 (0.20234952854456273) | > loss_disc_real_4: 0.2068495750427246 (0.19762998813063787) | > loss_disc_real_5: 0.15649299323558807 (0.20202330069199892) | > loss_0: 2.1065902709960938 (2.2005324564905613) | > grad_norm_0: tensor(16.8731, device='cuda:0') (tensor(35.7183, device='cuda:0')) | > loss_gen: 2.8489158153533936 (2.795088111096797) | > loss_kl: 1.8675397634506226 (1.7415256555573346) | > loss_feat: 8.652130126953125 (8.379865736901012) | > loss_mel: 15.765852928161621 (13.733860446430963) | > loss_duration: 1.6948926448822021 (1.707126370965177) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.829330444335938 (28.35746633956201) | > grad_norm_1: tensor(612.7836, device='cuda:0') (tensor(789.2206, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8077 (0.8481820937450423) | > loader_time: 0.01 (0.009903962099099457)  --> TIME: 2025-05-09 05:03:34 -- STEP: 287/725 -- GLOBAL_STEP: 109950 | > loss_disc: 2.3477301597595215 (2.19920930463678) | > loss_disc_real_0: 0.286884069442749 (0.13471368521140434) | > loss_disc_real_1: 0.19606468081474304 (0.19398701232484825) | > loss_disc_real_2: 0.19810280203819275 (0.19020601598227893) | > loss_disc_real_3: 0.2068152278661728 (0.2023976883406423) | > loss_disc_real_4: 0.18637396395206451 (0.19715482188641825) | > loss_disc_real_5: 0.2183717042207718 (0.20221611950871005) | > loss_0: 2.3477301597595215 (2.19920930463678) | > grad_norm_0: tensor(96.5006, device='cuda:0') (tensor(36.8067, device='cuda:0')) | > loss_gen: 2.778182029724121 (2.7966928357446648) | > loss_kl: 1.634202241897583 (1.740442515250283) | > loss_feat: 8.028975486755371 (8.362258407712403) | > loss_mel: 12.984474182128906 (13.71337456985633) | > loss_duration: 1.7268095016479492 (1.707407219484708) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.152645111083984 (28.32017558293891) | > grad_norm_1: tensor(1040.4962, device='cuda:0') (tensor(795.2871, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.7968 (0.847230125387371) | > loader_time: 0.0101 (0.009854241115290943)  --> TIME: 2025-05-09 05:04:17 -- STEP: 337/725 -- GLOBAL_STEP: 110000 | > loss_disc: 2.2628259658813477 (2.205505690164312) | > loss_disc_real_0: 0.13812056183815002 (0.13614699500958374) | > loss_disc_real_1: 0.21283717453479767 (0.19416807720144705) | > loss_disc_real_2: 0.2036554366350174 (0.19032565431354298) | > loss_disc_real_3: 0.2099412977695465 (0.20282881496921845) | > loss_disc_real_4: 0.19625136256217957 (0.19789219950533055) | > loss_disc_real_5: 0.2274743765592575 (0.20271872293524643) | > loss_0: 2.2628259658813477 (2.205505690164312) | > grad_norm_0: tensor(17.2135, device='cuda:0') (tensor(37.0452, device='cuda:0')) | > loss_gen: 2.698295831680298 (2.789901540258167) | > loss_kl: 1.9824466705322266 (1.741347004822525) | > loss_feat: 7.167346000671387 (8.339079147984092) | > loss_mel: 13.272424697875977 (13.703800127838766) | > loss_duration: 1.6905951499938965 (1.7066938834657295) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.81110954284668 (28.280821752123735) | > grad_norm_1: tensor(788.8722, device='cuda:0') (tensor(781.1021, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8791 (0.8469438036400768) | > loader_time: 0.0097 (0.009825052068919739) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_110000.pth  --> TIME: 2025-05-09 05:05:02 -- STEP: 387/725 -- GLOBAL_STEP: 110050 | > loss_disc: 2.3598427772521973 (2.206431101150907) | > loss_disc_real_0: 0.21678510308265686 (0.13637323425336725) | > loss_disc_real_1: 0.22809673845767975 (0.19476345135259995) | > loss_disc_real_2: 0.20142294466495514 (0.19036684264200288) | > loss_disc_real_3: 0.20743262767791748 (0.20269102843848927) | > loss_disc_real_4: 0.21555785834789276 (0.19780648844340668) | > loss_disc_real_5: 0.2294020652770996 (0.20277352865968257) | > loss_0: 2.3598427772521973 (2.206431101150907) | > grad_norm_0: tensor(87.2053, device='cuda:0') (tensor(37.2035, device='cuda:0')) | > loss_gen: 2.683619976043701 (2.7894655573891756) | > loss_kl: 1.677960753440857 (1.7474960307434246) | > loss_feat: 7.589444160461426 (8.338531497837046) | > loss_mel: 12.421830177307129 (13.709473365961117) | > loss_duration: 1.789527416229248 (1.7065627306930773) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.162384033203125 (28.291529229137016) | > grad_norm_1: tensor(753.1886, device='cuda:0') (tensor(784.6929, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8387 (0.8460646766100741) | > loader_time: 0.0094 (0.009804375719962509)  --> TIME: 2025-05-09 05:05:45 -- STEP: 437/725 -- GLOBAL_STEP: 110100 | > loss_disc: 2.0636391639709473 (2.207093129441725) | > loss_disc_real_0: 0.0957377627491951 (0.13616136838287737) | > loss_disc_real_1: 0.18729279935359955 (0.19487434434672513) | > loss_disc_real_2: 0.179116353392601 (0.19057782359199604) | > loss_disc_real_3: 0.20354008674621582 (0.20292446590124605) | > loss_disc_real_4: 0.2338540405035019 (0.19807543757305537) | > loss_disc_real_5: 0.23006445169448853 (0.2026736840298847) | > loss_0: 2.0636391639709473 (2.207093129441725) | > grad_norm_0: tensor(21.2973, device='cuda:0') (tensor(36.5337, device='cuda:0')) | > loss_gen: 3.0311145782470703 (2.7870057098379966) | > loss_kl: 1.6107133626937866 (1.746880027467654) | > loss_feat: 9.349108695983887 (8.336570786666007) | > loss_mel: 14.782733917236328 (13.688185475783706) | > loss_duration: 1.6678849458694458 (1.706521526354128) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.44155502319336 (28.26516356129941) | > grad_norm_1: tensor(731.1278, device='cuda:0') (tensor(781.3282, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.86 (0.8455112891557286) | > loader_time: 0.0104 (0.009805976662537599)  --> TIME: 2025-05-09 05:06:28 -- STEP: 487/725 -- GLOBAL_STEP: 110150 | > loss_disc: 2.144131660461426 (2.2046809296833207) | > loss_disc_real_0: 0.1446247696876526 (0.1353212850937119) | > loss_disc_real_1: 0.20227380096912384 (0.19463123980856037) | > loss_disc_real_2: 0.2102811485528946 (0.19059674135835747) | > loss_disc_real_3: 0.19568811357021332 (0.202912535357769) | > loss_disc_real_4: 0.17561504244804382 (0.19810244545065156) | > loss_disc_real_5: 0.23097556829452515 (0.20213656418132586) | > loss_0: 2.144131660461426 (2.2046809296833207) | > grad_norm_0: tensor(21.2882, device='cuda:0') (tensor(36.8766, device='cuda:0')) | > loss_gen: 2.9599831104278564 (2.7930598684894496) | > loss_kl: 1.9224873781204224 (1.7479547582857422) | > loss_feat: 8.469109535217285 (8.35193246884513) | > loss_mel: 14.27584457397461 (13.699604567071495) | > loss_duration: 1.6983524560928345 (1.707267200922329) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.32577896118164 (28.299818896659836) | > grad_norm_1: tensor(584.9683, device='cuda:0') (tensor(779.1374, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8076 (0.844755749438088) | > loader_time: 0.0094 (0.009805639666453524)  --> TIME: 2025-05-09 05:07:10 -- STEP: 537/725 -- GLOBAL_STEP: 110200 | > loss_disc: 2.0804502964019775 (2.2052434625128385) | > loss_disc_real_0: 0.08753969520330429 (0.1344885714560248) | > loss_disc_real_1: 0.20782464742660522 (0.19482277416983132) | > loss_disc_real_2: 0.17480145394802094 (0.19048426057484336) | > loss_disc_real_3: 0.22794950008392334 (0.20339524668244233) | > loss_disc_real_4: 0.20930515229701996 (0.19837639390645304) | > loss_disc_real_5: 0.2091311812400818 (0.20268263311248474) | > loss_0: 2.0804502964019775 (2.2052434625128385) | > grad_norm_0: tensor(21.3622, device='cuda:0') (tensor(36.2955, device='cuda:0')) | > loss_gen: 2.9401895999908447 (2.790625273404398) | > loss_kl: 1.5399086475372314 (1.7504268442896274) | > loss_feat: 9.83448600769043 (8.348965100513936) | > loss_mel: 15.170891761779785 (13.695442155308784) | > loss_duration: 1.7367804050445557 (1.707917799940766) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.22225570678711 (28.29337722096363) | > grad_norm_1: tensor(807.2452, device='cuda:0') (tensor(778.9711, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.847 (0.8438219877594675) | > loader_time: 0.0092 (0.009809926457467252)  --> TIME: 2025-05-09 05:07:53 -- STEP: 587/725 -- GLOBAL_STEP: 110250 | > loss_disc: 2.383763551712036 (2.2043709066495) | > loss_disc_real_0: 0.2491719126701355 (0.13442106659205236) | > loss_disc_real_1: 0.23265670239925385 (0.19459953307597758) | > loss_disc_real_2: 0.2053041309118271 (0.19046339968907972) | > loss_disc_real_3: 0.23585523664951324 (0.2034064408461523) | > loss_disc_real_4: 0.22258134186267853 (0.19816860414444898) | > loss_disc_real_5: 0.2194220870733261 (0.2025486668238648) | > loss_0: 2.383763551712036 (2.2043709066495) | > grad_norm_0: tensor(59.9619, device='cuda:0') (tensor(36.4463, device='cuda:0')) | > loss_gen: 2.794684886932373 (2.791039107808466) | > loss_kl: 1.8113274574279785 (1.7555368167984433) | > loss_feat: 7.0587239265441895 (8.342804154911077) | > loss_mel: 12.196524620056152 (13.664948463439941) | > loss_duration: 1.6890838146209717 (1.70777522299115) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.550344467163086 (28.262103823218272) | > grad_norm_1: tensor(845.8214, device='cuda:0') (tensor(777.0787, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8345 (0.8433064606161297) | > loader_time: 0.0097 (0.009808320609227558)  --> TIME: 2025-05-09 05:08:35 -- STEP: 637/725 -- GLOBAL_STEP: 110300 | > loss_disc: 2.014951705932617 (2.2041966400490844) | > loss_disc_real_0: 0.06319230049848557 (0.1342191069417601) | > loss_disc_real_1: 0.20709463953971863 (0.1948104545216732) | > loss_disc_real_2: 0.1929687261581421 (0.19078175498982614) | > loss_disc_real_3: 0.19401594996452332 (0.20336234089998842) | > loss_disc_real_4: 0.2036437690258026 (0.19821825532280668) | > loss_disc_real_5: 0.15169671177864075 (0.20195315726791482) | > loss_0: 2.014951705932617 (2.2041966400490844) | > grad_norm_0: tensor(13.2444, device='cuda:0') (tensor(36.2783, device='cuda:0')) | > loss_gen: 2.9720687866210938 (2.793669864933009) | > loss_kl: 1.7078499794006348 (1.7527593162782158) | > loss_feat: 9.578583717346191 (8.347951772261649) | > loss_mel: 14.28994083404541 (13.670430355581047) | > loss_duration: 1.6805833578109741 (1.7078118593763887) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.229026794433594 (28.27262322981279) | > grad_norm_1: tensor(688.0096, device='cuda:0') (tensor(772.2747, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.8285 (0.8424804435232932) | > loader_time: 0.0098 (0.009807886096708804)  --> TIME: 2025-05-09 05:09:17 -- STEP: 687/725 -- GLOBAL_STEP: 110350 | > loss_disc: 2.0174050331115723 (2.204226194163772) | > loss_disc_real_0: 0.13166189193725586 (0.13440922704651348) | > loss_disc_real_1: 0.1910322606563568 (0.19496877385192207) | > loss_disc_real_2: 0.20731714367866516 (0.19074968455747057) | > loss_disc_real_3: 0.17766964435577393 (0.20332384209271945) | > loss_disc_real_4: 0.18007880449295044 (0.19800116596784134) | > loss_disc_real_5: 0.17641779780387878 (0.20199579241234142) | > loss_0: 2.0174050331115723 (2.204226194163772) | > grad_norm_0: tensor(39.0410, device='cuda:0') (tensor(35.8574, device='cuda:0')) | > loss_gen: 3.1375458240509033 (2.7921764489691703) | > loss_kl: 1.7457910776138306 (1.7557650266602924) | > loss_feat: 9.923452377319336 (8.349790722348638) | > loss_mel: 14.716106414794922 (13.681608899712042) | > loss_duration: 1.7323051691055298 (1.7076890699381038) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.25520133972168 (28.2870302269726) | > grad_norm_1: tensor(646.8392, device='cuda:0') (tensor(765.9796, device='cuda:0')) | > current_lr_0: 0.0001978119197479974 | > current_lr_1: 0.0001978119197479974 | > step_time: 0.86 (0.8418105904885949) | > loader_time: 0.0104 (0.009810395289369707)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2490735054016113 (2.2490735054016113) | > loss_disc_real_0: 0.11082123219966888 (0.11082123219966888) | > loss_disc_real_1: 0.20068660378456116 (0.20068660378456116) | > loss_disc_real_2: 0.23510394990444183 (0.23510394990444183) | > loss_disc_real_3: 0.20882970094680786 (0.20882970094680786) | > loss_disc_real_4: 0.26760315895080566 (0.26760315895080566) | > loss_disc_real_5: 0.24170756340026855 (0.24170756340026855) | > loss_0: 2.2490735054016113 (2.2490735054016113) | > loss_gen: 2.851681709289551 (2.851681709289551) | > loss_kl: 2.09635329246521 (2.09635329246521) | > loss_feat: 8.79765510559082 (8.79765510559082) | > loss_mel: 14.461220741271973 (14.461220741271973) | > loss_duration: 1.690682291984558 (1.690682291984558) | > loss_1: 29.89759063720703 (29.89759063720703)  --> STEP: 1 | > loss_disc: 2.3460066318511963 (2.3460066318511963) | > loss_disc_real_0: 0.11657599359750748 (0.11657599359750748) | > loss_disc_real_1: 0.22328543663024902 (0.22328543663024902) | > loss_disc_real_2: 0.2521347105503082 (0.2521347105503082) | > loss_disc_real_3: 0.2035672962665558 (0.2035672962665558) | > loss_disc_real_4: 0.2535324692726135 (0.2535324692726135) | > loss_disc_real_5: 0.24365362524986267 (0.24365362524986267) | > loss_0: 2.3460066318511963 (2.3460066318511963) | > loss_gen: 2.687828302383423 (2.687828302383423) | > loss_kl: 1.9769506454467773 (1.9769506454467773) | > loss_feat: 7.78456974029541 (7.78456974029541) | > loss_mel: 13.166893005371094 (13.166893005371094) | > loss_duration: 1.7697727680206299 (1.7697727680206299) | > loss_1: 27.386014938354492 (27.386014938354492)  --> STEP: 2 | > loss_disc: 2.2987756729125977 (2.322391152381897) | > loss_disc_real_0: 0.12919464707374573 (0.1228853203356266) | > loss_disc_real_1: 0.21219372749328613 (0.21773958206176758) | > loss_disc_real_2: 0.22557207942008972 (0.23885339498519897) | > loss_disc_real_3: 0.2138105034828186 (0.2086888998746872) | > loss_disc_real_4: 0.26390334963798523 (0.2587179094552994) | > loss_disc_real_5: 0.2515920102596283 (0.24762281775474548) | > loss_0: 2.2987756729125977 (2.322391152381897) | > loss_gen: 2.756368398666382 (2.7220983505249023) | > loss_kl: 1.9436073303222656 (1.9602789878845215) | > loss_feat: 7.556112766265869 (7.67034125328064) | > loss_mel: 13.453631401062012 (13.310262203216553) | > loss_duration: 1.8149468898773193 (1.7923598289489746) | > loss_1: 27.52466583251953 (27.45534038543701)  --> STEP: 3 | > loss_disc: 2.218151092529297 (2.2876444657643638) | > loss_disc_real_0: 0.09368313103914261 (0.1131512572367986) | > loss_disc_real_1: 0.20315322279930115 (0.2128774623076121) | > loss_disc_real_2: 0.2149747610092163 (0.23089385032653809) | > loss_disc_real_3: 0.21220935881137848 (0.20986238618691763) | > loss_disc_real_4: 0.24391277134418488 (0.25378286341826123) | > loss_disc_real_5: 0.22234897315502167 (0.23919820288817087) | > loss_0: 2.218151092529297 (2.2876444657643638) | > loss_gen: 2.769577741622925 (2.737924814224243) | > loss_kl: 2.0156302452087402 (1.9787294069925945) | > loss_feat: 8.333382606506348 (7.891355037689209) | > loss_mel: 15.262351036071777 (13.960958480834961) | > loss_duration: 1.798217535018921 (1.7943123976389568) | > loss_1: 30.179157257080078 (28.363279342651367)  --> STEP: 4 | > loss_disc: 2.195204734802246 (2.2645345330238342) | > loss_disc_real_0: 0.10475701093673706 (0.11105269566178322) | > loss_disc_real_1: 0.2261488139629364 (0.21619530022144318) | > loss_disc_real_2: 0.22498321533203125 (0.22941619157791138) | > loss_disc_real_3: 0.19993391633033752 (0.2073802687227726) | > loss_disc_real_4: 0.2195245325565338 (0.24521828070282936) | > loss_disc_real_5: 0.20845593512058258 (0.2315126359462738) | > loss_0: 2.195204734802246 (2.2645345330238342) | > loss_gen: 2.704427719116211 (2.729550540447235) | > loss_kl: 1.9882516860961914 (1.9811099767684937) | > loss_feat: 7.410381317138672 (7.771111607551575) | > loss_mel: 12.227777481079102 (13.527663230895996) | > loss_duration: 1.7587592601776123 (1.7854241132736206) | > loss_1: 26.089597702026367 (27.794858932495117) --> EVAL PERFORMANCE | > avg_loader_time: 0.2772398591041565 (-0.0006521344184875488) | > avg_loss_disc: 2.2645345330238342 (+0.07093852758407593) | > avg_loss_disc_real_0: 0.11105269566178322 (-0.03406783938407898) | > avg_loss_disc_real_1: 0.21619530022144318 (+0.057809993624687195) | > avg_loss_disc_real_2: 0.22941619157791138 (+0.035946108400821686) | > avg_loss_disc_real_3: 0.2073802687227726 (-0.005567867308855057) | > avg_loss_disc_real_4: 0.24521828070282936 (+0.07127367332577705) | > avg_loss_disc_real_5: 0.2315126359462738 (-0.01268688216805458) | > avg_loss_0: 2.2645345330238342 (+0.07093852758407593) | > avg_loss_gen: 2.729550540447235 (+0.037449657917022705) | > avg_loss_kl: 1.9811099767684937 (+0.005340993404388428) | > avg_loss_feat: 7.771111607551575 (+0.2243196964263916) | > avg_loss_mel: 13.527663230895996 (+0.18280720710754395) | > avg_loss_duration: 1.7854241132736206 (+0.014073431491851807) | > avg_loss_1: 27.794858932495117 (+0.4639902114868164)  > EPOCH: 89/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 05:09:55)   --> TIME: 2025-05-09 05:10:08 -- STEP: 12/725 -- GLOBAL_STEP: 110400 | > loss_disc: 2.2193620204925537 (2.151304364204407) | > loss_disc_real_0: 0.12473562359809875 (0.12469404314955075) | > loss_disc_real_1: 0.21647852659225464 (0.19283974170684814) | > loss_disc_real_2: 0.20466376841068268 (0.1834158773223559) | > loss_disc_real_3: 0.19867689907550812 (0.20084033906459808) | > loss_disc_real_4: 0.17697679996490479 (0.1899064133564631) | > loss_disc_real_5: 0.1957472860813141 (0.20029888674616814) | > loss_0: 2.2193620204925537 (2.151304364204407) | > grad_norm_0: tensor(30.0589, device='cuda:0') (tensor(30.8980, device='cuda:0')) | > loss_gen: 2.660970687866211 (2.8201922178268433) | > loss_kl: 1.9333956241607666 (1.8349021474520366) | > loss_feat: 8.395332336425781 (8.718928019205729) | > loss_mel: 13.424853324890137 (14.15249482790629) | > loss_duration: 1.752052903175354 (1.7178871432940166) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.16660499572754 (29.244404792785645) | > grad_norm_1: tensor(506.2582, device='cuda:0') (tensor(881.0852, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.84 (0.8289858897527059) | > loader_time: 0.0091 (0.010093986988067627)  --> TIME: 2025-05-09 05:10:51 -- STEP: 62/725 -- GLOBAL_STEP: 110450 | > loss_disc: 2.369849681854248 (2.216508688465242) | > loss_disc_real_0: 0.12979264557361603 (0.13530178668518222) | > loss_disc_real_1: 0.23863738775253296 (0.195409924272568) | > loss_disc_real_2: 0.20171809196472168 (0.19248638734702142) | > loss_disc_real_3: 0.20193052291870117 (0.20450965603513102) | > loss_disc_real_4: 0.18857018649578094 (0.19838376199045488) | > loss_disc_real_5: 0.1990767866373062 (0.20339012578610452) | > loss_0: 2.369849681854248 (2.216508688465242) | > grad_norm_0: tensor(10.8794, device='cuda:0') (tensor(38.9667, device='cuda:0')) | > loss_gen: 2.562124729156494 (2.769859448555977) | > loss_kl: 1.7221630811691284 (1.80438684263537) | > loss_feat: 7.298028945922852 (8.289677558406707) | > loss_mel: 12.639172554016113 (13.679063166341473) | > loss_duration: 1.7722151279449463 (1.7080779479395958) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.993703842163086 (28.251065008101925) | > grad_norm_1: tensor(497.2283, device='cuda:0') (tensor(814.8159, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8399 (0.8441260091720089) | > loader_time: 0.0095 (0.010326608534782164)  --> TIME: 2025-05-09 05:11:35 -- STEP: 112/725 -- GLOBAL_STEP: 110500 | > loss_disc: 2.024432897567749 (2.2009211789284437) | > loss_disc_real_0: 0.10652551800012589 (0.1333648449342165) | > loss_disc_real_1: 0.22246938943862915 (0.19510179957641022) | > loss_disc_real_2: 0.20415057241916656 (0.19077838837568248) | > loss_disc_real_3: 0.19778110086917877 (0.20265772393239395) | > loss_disc_real_4: 0.16832749545574188 (0.19831675158015322) | > loss_disc_real_5: 0.1738428920507431 (0.20167179139597075) | > loss_0: 2.024432897567749 (2.2009211789284437) | > grad_norm_0: tensor(28.6032, device='cuda:0') (tensor(37.3266, device='cuda:0')) | > loss_gen: 3.1055586338043213 (2.787013288055148) | > loss_kl: 1.745993971824646 (1.7872615467224802) | > loss_feat: 9.685290336608887 (8.374254490647996) | > loss_mel: 14.281926155090332 (13.763785302639008) | > loss_duration: 1.7024145126342773 (1.7113595998712952) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.521183013916016 (28.423674174717494) | > grad_norm_1: tensor(897.4966, device='cuda:0') (tensor(845.3468, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8275 (0.8512444794178009) | > loader_time: 0.0118 (0.010215646454266139)  --> TIME: 2025-05-09 05:12:17 -- STEP: 162/725 -- GLOBAL_STEP: 110550 | > loss_disc: 2.1927993297576904 (2.1923164173408813) | > loss_disc_real_0: 0.17174693942070007 (0.1316617142041156) | > loss_disc_real_1: 0.21603117883205414 (0.19412227618841482) | > loss_disc_real_2: 0.21175675094127655 (0.1901243777922642) | > loss_disc_real_3: 0.17860379815101624 (0.20329794802783452) | > loss_disc_real_4: 0.2360912561416626 (0.1975178507927023) | > loss_disc_real_5: 0.18940119445323944 (0.20069436388619152) | > loss_0: 2.1927993297576904 (2.1923164173408813) | > grad_norm_0: tensor(86.3514, device='cuda:0') (tensor(38.3287, device='cuda:0')) | > loss_gen: 2.9184043407440186 (2.814775892245918) | > loss_kl: 1.8837089538574219 (1.7942694381431297) | > loss_feat: 8.588163375854492 (8.447964067812316) | > loss_mel: 14.044719696044922 (13.745131192383942) | > loss_duration: 1.67295241355896 (1.710652341813217) | > amp_scaler: 128.0 (139.06172839506172) | > loss_1: 29.107948303222656 (28.512792975814254) | > grad_norm_1: tensor(741.4976, device='cuda:0') (tensor(772.4927, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8191 (0.8452692561679416) | > loader_time: 0.0104 (0.010162881862970048)  --> TIME: 2025-05-09 05:12:59 -- STEP: 212/725 -- GLOBAL_STEP: 110600 | > loss_disc: 2.106557846069336 (2.1998241183892726) | > loss_disc_real_0: 0.1160438060760498 (0.1327309259301368) | > loss_disc_real_1: 0.19217608869075775 (0.19505045485665218) | > loss_disc_real_2: 0.22121578454971313 (0.1903247208387222) | > loss_disc_real_3: 0.19360743463039398 (0.20356657067840958) | > loss_disc_real_4: 0.2095193713903427 (0.19757039240508706) | > loss_disc_real_5: 0.20543573796749115 (0.20244940841254197) | > loss_0: 2.106557846069336 (2.1998241183892726) | > grad_norm_0: tensor(28.0976, device='cuda:0') (tensor(36.6332, device='cuda:0')) | > loss_gen: 2.920074939727783 (2.7940139174461365) | > loss_kl: 1.660037636756897 (1.7852110980816607) | > loss_feat: 8.792760848999023 (8.392046973390391) | > loss_mel: 14.166196823120117 (13.680408752189493) | > loss_duration: 1.7119956016540527 (1.709186998178374) | > amp_scaler: 128.0 (136.4528301886792) | > loss_1: 29.251066207885742 (28.360867806200712) | > grad_norm_1: tensor(779.5507, device='cuda:0') (tensor(766.8452, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8275 (0.8434514527050954) | > loader_time: 0.0111 (0.010130853023169175)  --> TIME: 2025-05-09 05:13:42 -- STEP: 262/725 -- GLOBAL_STEP: 110650 | > loss_disc: 2.212952136993408 (2.2001325824788505) | > loss_disc_real_0: 0.1755579560995102 (0.13301464962197168) | > loss_disc_real_1: 0.21047209203243256 (0.1950623569938973) | > loss_disc_real_2: 0.1825150102376938 (0.19048494032321087) | > loss_disc_real_3: 0.19912700355052948 (0.20374894483398848) | > loss_disc_real_4: 0.20519736409187317 (0.19798788786616942) | > loss_disc_real_5: 0.212333545088768 (0.2019809958247738) | > loss_0: 2.212952136993408 (2.2001325824788505) | > grad_norm_0: tensor(64.9963, device='cuda:0') (tensor(36.2564, device='cuda:0')) | > loss_gen: 2.89526104927063 (2.79216372693768) | > loss_kl: 1.8691374063491821 (1.7801173970899509) | > loss_feat: 8.165937423706055 (8.377177018245657) | > loss_mel: 13.210186958312988 (13.66632045862329) | > loss_duration: 1.6865154504776 (1.7086401891162377) | > amp_scaler: 128.0 (134.83969465648855) | > loss_1: 27.82703971862793 (28.324418868727356) | > grad_norm_1: tensor(718.4119, device='cuda:0') (tensor(772.9645, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8662 (0.8416107237794017) | > loader_time: 0.0104 (0.010135927273116949)  --> TIME: 2025-05-09 05:14:24 -- STEP: 312/725 -- GLOBAL_STEP: 110700 | > loss_disc: 2.2812139987945557 (2.2007322307580552) | > loss_disc_real_0: 0.1858656257390976 (0.1330157594683652) | > loss_disc_real_1: 0.21594764292240143 (0.19544319980419605) | > loss_disc_real_2: 0.1783009022474289 (0.19072351585596034) | > loss_disc_real_3: 0.22427232563495636 (0.2033287978802736) | > loss_disc_real_4: 0.20640479028224945 (0.19777081701426938) | > loss_disc_real_5: 0.20277433097362518 (0.20161528398211193) | > loss_0: 2.2812139987945557 (2.2007322307580552) | > grad_norm_0: tensor(56.1631, device='cuda:0') (tensor(35.6858, device='cuda:0')) | > loss_gen: 2.735530376434326 (2.790852866875819) | > loss_kl: 1.8010050058364868 (1.7673627321536725) | > loss_feat: 7.578459739685059 (8.371725499629962) | > loss_mel: 12.944855690002441 (13.655409681491356) | > loss_duration: 1.6992735862731934 (1.7076036979754765) | > amp_scaler: 128.0 (133.7435897435899) | > loss_1: 26.759126663208008 (28.292954561037895) | > grad_norm_1: tensor(737.0032, device='cuda:0') (tensor(776.2551, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.83 (0.8403270641962689) | > loader_time: 0.0102 (0.010133159466278857)  --> TIME: 2025-05-09 05:15:07 -- STEP: 362/725 -- GLOBAL_STEP: 110750 | > loss_disc: 1.968742847442627 (2.2019434643713818) | > loss_disc_real_0: 0.08362764120101929 (0.13293611078178352) | > loss_disc_real_1: 0.1918085664510727 (0.1957550271933909) | > loss_disc_real_2: 0.20991124212741852 (0.19114254624968727) | > loss_disc_real_3: 0.19020402431488037 (0.20364280633669532) | > loss_disc_real_4: 0.18818572163581848 (0.19802249976284603) | > loss_disc_real_5: 0.2064359188079834 (0.20147141921256792) | > loss_0: 1.968742847442627 (2.2019434643713818) | > grad_norm_0: tensor(14.4442, device='cuda:0') (tensor(36.2159, device='cuda:0')) | > loss_gen: 3.0221667289733887 (2.793396222657262) | > loss_kl: 1.75308096408844 (1.7656126470196971) | > loss_feat: 9.642075538635254 (8.377203162862438) | > loss_mel: 15.187909126281738 (13.647180667898269) | > loss_duration: 1.6397587060928345 (1.7047193435674215) | > amp_scaler: 128.0 (132.950276243094) | > loss_1: 31.244991302490234 (28.288112081875457) | > grad_norm_1: tensor(669.3616, device='cuda:0') (tensor(777.7941, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8399 (0.8403787356055246) | > loader_time: 0.0105 (0.01013027238582379)  --> TIME: 2025-05-09 05:15:49 -- STEP: 412/725 -- GLOBAL_STEP: 110800 | > loss_disc: 2.1702818870544434 (2.2003690930246163) | > loss_disc_real_0: 0.1280440390110016 (0.13259603288386348) | > loss_disc_real_1: 0.21363404393196106 (0.19561866602127995) | > loss_disc_real_2: 0.23153921961784363 (0.19078747946226474) | > loss_disc_real_3: 0.22357144951820374 (0.20359270838857854) | > loss_disc_real_4: 0.23409876227378845 (0.1980332990800872) | > loss_disc_real_5: 0.15756569802761078 (0.20118313047637063) | > loss_0: 2.1702818870544434 (2.2003690930246163) | > grad_norm_0: tensor(21.9801, device='cuda:0') (tensor(36.3422, device='cuda:0')) | > loss_gen: 3.0318994522094727 (2.7946886391315644) | > loss_kl: 1.5932260751724243 (1.7646240699059754) | > loss_feat: 8.372974395751953 (8.385619693589431) | > loss_mel: 14.045760154724121 (13.664657791841373) | > loss_duration: 1.7020964622497559 (1.7033706779040179) | > amp_scaler: 128.0 (132.34951456310694) | > loss_1: 28.74595832824707 (28.31296090246404) | > grad_norm_1: tensor(708.0164, device='cuda:0') (tensor(785.0885, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8418 (0.8396941458137291) | > loader_time: 0.0096 (0.010123825767665224)  --> TIME: 2025-05-09 05:16:32 -- STEP: 462/725 -- GLOBAL_STEP: 110850 | > loss_disc: 2.2609405517578125 (2.2026131565952745) | > loss_disc_real_0: 0.10905054956674576 (0.1329729532282719) | > loss_disc_real_1: 0.19267262518405914 (0.19572887772863565) | > loss_disc_real_2: 0.19492144882678986 (0.19092305669020776) | > loss_disc_real_3: 0.1701606959104538 (0.20383477659323515) | > loss_disc_real_4: 0.19794820249080658 (0.1983760951723888) | > loss_disc_real_5: 0.1701938360929489 (0.20158976284198435) | > loss_0: 2.2609405517578125 (2.2026131565952745) | > grad_norm_0: tensor(29.0915, device='cuda:0') (tensor(36.4313, device='cuda:0')) | > loss_gen: 2.631481647491455 (2.7902537279830866) | > loss_kl: 1.5621376037597656 (1.7627919646568628) | > loss_feat: 7.729069232940674 (8.370170879157579) | > loss_mel: 13.135371208190918 (13.64326883910538) | > loss_duration: 1.7296950817108154 (1.7024556173906698) | > amp_scaler: 128.0 (131.87878787878807) | > loss_1: 26.78775405883789 (28.268941049451954) | > grad_norm_1: tensor(1059.7108, device='cuda:0') (tensor(792.7518, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.7771 (0.8389330751452097) | > loader_time: 0.0098 (0.01011247758741502)  --> TIME: 2025-05-09 05:17:14 -- STEP: 512/725 -- GLOBAL_STEP: 110900 | > loss_disc: 2.146005868911743 (2.204917519818994) | > loss_disc_real_0: 0.12294860929250717 (0.1333805702088285) | > loss_disc_real_1: 0.18667647242546082 (0.1959689861396328) | > loss_disc_real_2: 0.18998976051807404 (0.19116243626922363) | > loss_disc_real_3: 0.2041044980287552 (0.2038732498185709) | > loss_disc_real_4: 0.20038363337516785 (0.19855750692659063) | > loss_disc_real_5: 0.21714837849140167 (0.20176246616756546) | > loss_0: 2.146005868911743 (2.204917519818994) | > grad_norm_0: tensor(32.3402, device='cuda:0') (tensor(36.3876, device='cuda:0')) | > loss_gen: 2.886892318725586 (2.7875658944249153) | > loss_kl: 1.8987610340118408 (1.7608419731259346) | > loss_feat: 8.642632484436035 (8.347353029064823) | > loss_mel: 13.543086051940918 (13.612833777442571) | > loss_duration: 1.6469146013259888 (1.7023556986823678) | > amp_scaler: 128.0 (131.5000000000001) | > loss_1: 28.618288040161133 (28.210950396955013) | > grad_norm_1: tensor(793.5501, device='cuda:0') (tensor(794.5923, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8512 (0.8383763190358878) | > loader_time: 0.0131 (0.01010495796799659)  --> TIME: 2025-05-09 05:17:57 -- STEP: 562/725 -- GLOBAL_STEP: 110950 | > loss_disc: 2.145491123199463 (2.204161215507265) | > loss_disc_real_0: 0.2833097577095032 (0.1336902261535999) | > loss_disc_real_1: 0.20329895615577698 (0.195990453278679) | > loss_disc_real_2: 0.19732478260993958 (0.1909593824708164) | > loss_disc_real_3: 0.18509574234485626 (0.2037224757925896) | > loss_disc_real_4: 0.19987496733665466 (0.1983436181664043) | > loss_disc_real_5: 0.19916395843029022 (0.20128865701766208) | > loss_0: 2.145491123199463 (2.204161215507265) | > grad_norm_0: tensor(102.1805, device='cuda:0') (tensor(36.8010, device='cuda:0')) | > loss_gen: 3.40863037109375 (2.789506661934361) | > loss_kl: 1.7133268117904663 (1.7642912616509134) | > loss_feat: 10.550917625427246 (8.355400451985956) | > loss_mel: 15.028261184692383 (13.613101646993506) | > loss_duration: 1.6685458421707153 (1.701981549797533) | > amp_scaler: 128.0 (131.18861209964425) | > loss_1: 32.36968231201172 (28.22428160290701) | > grad_norm_1: tensor(722.8864, device='cuda:0') (tensor(793.8958, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8657 (0.8377674334414066) | > loader_time: 0.0096 (0.010088509512117318)  --> TIME: 2025-05-09 05:18:39 -- STEP: 612/725 -- GLOBAL_STEP: 111000 | > loss_disc: 2.319979190826416 (2.205721043683349) | > loss_disc_real_0: 0.1494954526424408 (0.1335372279148573) | > loss_disc_real_1: 0.19206103682518005 (0.19596576985288286) | > loss_disc_real_2: 0.2117737978696823 (0.19110947910671913) | > loss_disc_real_3: 0.19290095567703247 (0.20386618950398142) | > loss_disc_real_4: 0.2462669461965561 (0.1986344568918344) | > loss_disc_real_5: 0.18448781967163086 (0.20138568920539873) | > loss_0: 2.319979190826416 (2.205721043683349) | > grad_norm_0: tensor(66.2904, device='cuda:0') (tensor(36.5477, device='cuda:0')) | > loss_gen: 2.577509641647339 (2.7865193342071737) | > loss_kl: 1.7321287393569946 (1.76318913172273) | > loss_feat: 8.06611442565918 (8.333655803811302) | > loss_mel: 13.937389373779297 (13.5884599124684) | > loss_duration: 1.6218712329864502 (1.7017947059441232) | > amp_scaler: 128.0 (130.92810457516364) | > loss_1: 27.935014724731445 (28.1736189088011) | > grad_norm_1: tensor(577.7714, device='cuda:0') (tensor(784.4544, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8018 (0.8378788310717917) | > loader_time: 0.0089 (0.010051479526594565) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_111000.pth  --> TIME: 2025-05-09 05:19:24 -- STEP: 662/725 -- GLOBAL_STEP: 111050 | > loss_disc: 2.1979105472564697 (2.2043054878171526) | > loss_disc_real_0: 0.14467044174671173 (0.13285652337049966) | > loss_disc_real_1: 0.21083340048789978 (0.19586421209429686) | > loss_disc_real_2: 0.19434870779514313 (0.19105179312996265) | > loss_disc_real_3: 0.22875943779945374 (0.2040910840349615) | > loss_disc_real_4: 0.2104765921831131 (0.19850512807823023) | > loss_disc_real_5: 0.22781628370285034 (0.20147069199207687) | > loss_0: 2.1979105472564697 (2.2043054878171526) | > grad_norm_0: tensor(27.4877, device='cuda:0') (tensor(36.3267, device='cuda:0')) | > loss_gen: 2.8953237533569336 (2.7890766030712073) | > loss_kl: 1.8050706386566162 (1.7622291559179017) | > loss_feat: 8.453842163085938 (8.33677779583771) | > loss_mel: 14.719391822814941 (13.579850894086665) | > loss_duration: 1.7285648584365845 (1.7024236269227684) | > amp_scaler: 128.0 (130.70694864048357) | > loss_1: 29.602195739746094 (28.170358104648177) | > grad_norm_1: tensor(960.7644, device='cuda:0') (tensor(784.0484, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.8494 (0.8381218521256465) | > loader_time: 0.0102 (0.010044672698052617)  --> TIME: 2025-05-09 05:20:07 -- STEP: 712/725 -- GLOBAL_STEP: 111100 | > loss_disc: 2.084958076477051 (2.204582108205628) | > loss_disc_real_0: 0.13850894570350647 (0.13260219598272702) | > loss_disc_real_1: 0.22223617136478424 (0.19596267326243139) | > loss_disc_real_2: 0.18681804835796356 (0.1909564254449659) | > loss_disc_real_3: 0.21688491106033325 (0.20415498538131124) | > loss_disc_real_4: 0.21028609573841095 (0.1987634577652377) | > loss_disc_real_5: 0.20657587051391602 (0.2014591463245033) | > loss_0: 2.084958076477051 (2.204582108205628) | > grad_norm_0: tensor(41.9587, device='cuda:0') (tensor(36.5159, device='cuda:0')) | > loss_gen: 3.0213851928710938 (2.7884224174397736) | > loss_kl: 1.7951889038085938 (1.7616594547636046) | > loss_feat: 8.831666946411133 (8.334738929619938) | > loss_mel: 14.539207458496094 (13.575747684146576) | > loss_duration: 1.714132308959961 (1.7024101666855005) | > amp_scaler: 128.0 (130.51685393258452) | > loss_1: 29.901580810546875 (28.1629786893223) | > grad_norm_1: tensor(923.7732, device='cuda:0') (tensor(791.1887, device='cuda:0')) | > current_lr_0: 0.0001977871932580289 | > current_lr_1: 0.0001977871932580289 | > step_time: 0.82 (0.8380275422267702) | > loader_time: 0.0098 (0.010045255502957963)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3122763633728027 (2.3122763633728027) | > loss_disc_real_0: 0.22561529278755188 (0.22561529278755188) | > loss_disc_real_1: 0.17331653833389282 (0.17331653833389282) | > loss_disc_real_2: 0.18885235488414764 (0.18885235488414764) | > loss_disc_real_3: 0.25805386900901794 (0.25805386900901794) | > loss_disc_real_4: 0.2610228955745697 (0.2610228955745697) | > loss_disc_real_5: 0.2349158525466919 (0.2349158525466919) | > loss_0: 2.3122763633728027 (2.3122763633728027) | > loss_gen: 3.0505170822143555 (3.0505170822143555) | > loss_kl: 1.8922622203826904 (1.8922622203826904) | > loss_feat: 8.128299713134766 (8.128299713134766) | > loss_mel: 13.833833694458008 (13.833833694458008) | > loss_duration: 1.6984941959381104 (1.6984941959381104) | > loss_1: 28.603408813476562 (28.603408813476562)  --> STEP: 1 | > loss_disc: 2.2202610969543457 (2.2202610969543457) | > loss_disc_real_0: 0.20447784662246704 (0.20447784662246704) | > loss_disc_real_1: 0.1581832468509674 (0.1581832468509674) | > loss_disc_real_2: 0.19853679835796356 (0.19853679835796356) | > loss_disc_real_3: 0.25484365224838257 (0.25484365224838257) | > loss_disc_real_4: 0.23371949791908264 (0.23371949791908264) | > loss_disc_real_5: 0.17931927740573883 (0.17931927740573883) | > loss_0: 2.2202610969543457 (2.2202610969543457) | > loss_gen: 2.9358866214752197 (2.9358866214752197) | > loss_kl: 1.9470179080963135 (1.9470179080963135) | > loss_feat: 7.088836193084717 (7.088836193084717) | > loss_mel: 13.379372596740723 (13.379372596740723) | > loss_duration: 1.7614026069641113 (1.7614026069641113) | > loss_1: 27.11251449584961 (27.11251449584961)  --> STEP: 2 | > loss_disc: 2.1330533027648926 (2.176657199859619) | > loss_disc_real_0: 0.21607498824596405 (0.21027641743421555) | > loss_disc_real_1: 0.15101103484630585 (0.15459714084863663) | > loss_disc_real_2: 0.18468952178955078 (0.19161316007375717) | > loss_disc_real_3: 0.26406997442245483 (0.2594568133354187) | > loss_disc_real_4: 0.22047914564609528 (0.22709932178258896) | > loss_disc_real_5: 0.1885852962732315 (0.18395228683948517) | > loss_0: 2.1330533027648926 (2.176657199859619) | > loss_gen: 3.2197277545928955 (3.0778071880340576) | > loss_kl: 1.90652596950531 (1.9267719388008118) | > loss_feat: 8.52554702758789 (7.807191610336304) | > loss_mel: 14.798891067504883 (14.089131832122803) | > loss_duration: 1.8109060525894165 (1.786154329776764) | > loss_1: 30.261598587036133 (28.68705654144287)  --> STEP: 3 | > loss_disc: 2.270334482192993 (2.2078829606374106) | > loss_disc_real_0: 0.2328963577747345 (0.21781639754772186) | > loss_disc_real_1: 0.15588706731796265 (0.15502711633841196) | > loss_disc_real_2: 0.21036270260810852 (0.1978630075852076) | > loss_disc_real_3: 0.25095975399017334 (0.2566244602203369) | > loss_disc_real_4: 0.233939990401268 (0.22937954465548197) | > loss_disc_real_5: 0.21680861711502075 (0.19490439693133035) | > loss_0: 2.270334482192993 (2.2078829606374106) | > loss_gen: 3.105165958404541 (3.0869267781575522) | > loss_kl: 1.8408889770507812 (1.898144284884135) | > loss_feat: 8.546481132507324 (8.053621451059977) | > loss_mel: 14.347002029418945 (14.17508856455485) | > loss_duration: 1.7948691844940186 (1.7890592813491821) | > loss_1: 29.6344051361084 (29.00283940633138)  --> STEP: 4 | > loss_disc: 2.3450634479522705 (2.2421780824661255) | > loss_disc_real_0: 0.23436281085014343 (0.22195300087332726) | > loss_disc_real_1: 0.17223741114139557 (0.15932969003915787) | > loss_disc_real_2: 0.201015904545784 (0.19865123182535172) | > loss_disc_real_3: 0.2563677430152893 (0.256560280919075) | > loss_disc_real_4: 0.2512148320674896 (0.2348383665084839) | > loss_disc_real_5: 0.220687136054039 (0.20135008171200752) | > loss_0: 2.3450634479522705 (2.2421780824661255) | > loss_gen: 2.978903293609619 (3.059920907020569) | > loss_kl: 2.0201194286346436 (1.928638070821762) | > loss_feat: 7.089860916137695 (7.812681317329407) | > loss_mel: 13.263818740844727 (13.94727110862732) | > loss_duration: 1.7376985549926758 (1.7762190997600555) | > loss_1: 27.09040069580078 (28.52472972869873) --> EVAL PERFORMANCE | > avg_loader_time: 0.2823576331138611 (+0.00511777400970459) | > avg_loss_disc: 2.2421780824661255 (-0.02235645055770874) | > avg_loss_disc_real_0: 0.22195300087332726 (+0.11090030521154404) | > avg_loss_disc_real_1: 0.15932969003915787 (-0.05686561018228531) | > avg_loss_disc_real_2: 0.19865123182535172 (-0.030764959752559662) | > avg_loss_disc_real_3: 0.256560280919075 (+0.049180012196302414) | > avg_loss_disc_real_4: 0.2348383665084839 (-0.010379914194345474) | > avg_loss_disc_real_5: 0.20135008171200752 (-0.03016255423426628) | > avg_loss_0: 2.2421780824661255 (-0.02235645055770874) | > avg_loss_gen: 3.059920907020569 (+0.33037036657333374) | > avg_loss_kl: 1.928638070821762 (-0.05247190594673157) | > avg_loss_feat: 7.812681317329407 (+0.04156970977783203) | > avg_loss_mel: 13.94727110862732 (+0.41960787773132324) | > avg_loss_duration: 1.7762190997600555 (-0.009205013513565063) | > avg_loss_1: 28.52472972869873 (+0.7298707962036133)  > EPOCH: 90/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 05:20:24)   --> TIME: 2025-05-09 05:20:58 -- STEP: 37/725 -- GLOBAL_STEP: 111150 | > loss_disc: 2.1211965084075928 (2.1958715013555583) | > loss_disc_real_0: 0.11360009759664536 (0.12405529799493584) | > loss_disc_real_1: 0.19404496252536774 (0.1934091138678628) | > loss_disc_real_2: 0.16097860038280487 (0.19099719137758822) | > loss_disc_real_3: 0.1922021210193634 (0.20631625926172412) | > loss_disc_real_4: 0.20704317092895508 (0.2008718010541555) | > loss_disc_real_5: 0.2120027095079422 (0.20406567929564295) | > loss_0: 2.1211965084075928 (2.1958715013555583) | > grad_norm_0: tensor(29.2405, device='cuda:0') (tensor(31.6709, device='cuda:0')) | > loss_gen: 2.963885545730591 (2.7902161559543095) | > loss_kl: 1.7284278869628906 (1.7726398964185972) | > loss_feat: 9.25362777709961 (8.34825104636115) | > loss_mel: 13.45504093170166 (13.692983988169077) | > loss_duration: 1.6966419219970703 (1.7047186284451872) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.097623825073242 (28.308809383495433) | > grad_norm_1: tensor(897.8199, device='cuda:0') (tensor(785.5587, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8392 (0.8489950734215814) | > loader_time: 0.0122 (0.01101276681229875)  --> TIME: 2025-05-09 05:21:41 -- STEP: 87/725 -- GLOBAL_STEP: 111200 | > loss_disc: 2.1954739093780518 (2.1960921451963222) | > loss_disc_real_0: 0.15846845507621765 (0.1355457531994787) | > loss_disc_real_1: 0.17523038387298584 (0.19348087992476318) | > loss_disc_real_2: 0.1867092102766037 (0.18998545288354496) | > loss_disc_real_3: 0.2011246234178543 (0.20409239948480978) | > loss_disc_real_4: 0.19555462896823883 (0.1971554783568985) | > loss_disc_real_5: 0.21669743955135345 (0.20086803227320485) | > loss_0: 2.1954739093780518 (2.1960921451963222) | > grad_norm_0: tensor(28.1372, device='cuda:0') (tensor(37.5050, device='cuda:0')) | > loss_gen: 2.8833072185516357 (2.7985755958776366) | > loss_kl: 1.729551911354065 (1.7488428765329822) | > loss_feat: 8.837867736816406 (8.364935058286823) | > loss_mel: 13.707732200622559 (13.637126155283257) | > loss_duration: 1.6887348890304565 (1.7073311106912021) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.847192764282227 (28.25681063772618) | > grad_norm_1: tensor(610.7834, device='cuda:0') (tensor(813.0273, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8043 (0.847604863945095) | > loader_time: 0.0091 (0.010434339786398)  --> TIME: 2025-05-09 05:22:24 -- STEP: 137/725 -- GLOBAL_STEP: 111250 | > loss_disc: 2.1824638843536377 (2.2032691475248694) | > loss_disc_real_0: 0.10309090465307236 (0.1363365496814686) | > loss_disc_real_1: 0.20149469375610352 (0.19496603799562384) | > loss_disc_real_2: 0.17386475205421448 (0.19024894272323936) | > loss_disc_real_3: 0.19968639314174652 (0.20413565298501596) | > loss_disc_real_4: 0.18229536712169647 (0.19735849893441165) | > loss_disc_real_5: 0.1890435367822647 (0.20283498663971894) | > loss_0: 2.1824638843536377 (2.2032691475248694) | > grad_norm_0: tensor(39.8560, device='cuda:0') (tensor(36.2032, device='cuda:0')) | > loss_gen: 2.7504377365112305 (2.7856418146704236) | > loss_kl: 1.786318063735962 (1.7443066252409107) | > loss_feat: 8.737534523010254 (8.385865406398352) | > loss_mel: 13.185417175292969 (13.641414078482745) | > loss_duration: 1.6972837448120117 (1.7074126283617785) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.156993865966797 (28.264640446126897) | > grad_norm_1: tensor(724.2018, device='cuda:0') (tensor(776.1989, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8183 (0.8472612878701983) | > loader_time: 0.012 (0.010240768864207024)  --> TIME: 2025-05-09 05:23:07 -- STEP: 187/725 -- GLOBAL_STEP: 111300 | > loss_disc: 2.2953832149505615 (2.2067149960420993) | > loss_disc_real_0: 0.15425144135951996 (0.13534699527815705) | > loss_disc_real_1: 0.18192774057388306 (0.19538163947549103) | > loss_disc_real_2: 0.1917778104543686 (0.19086099937956594) | > loss_disc_real_3: 0.1927952766418457 (0.20461612501565152) | > loss_disc_real_4: 0.18217284977436066 (0.1979446190404382) | > loss_disc_real_5: 0.17990542948246002 (0.20275479220451512) | > loss_0: 2.2953832149505615 (2.2067149960420993) | > grad_norm_0: tensor(28.6022, device='cuda:0') (tensor(35.5219, device='cuda:0')) | > loss_gen: 2.4290056228637695 (2.7796270273586012) | > loss_kl: 1.9259155988693237 (1.7475888403979214) | > loss_feat: 7.125665187835693 (8.35139403113707) | > loss_mel: 12.802021026611328 (13.62539125126313) | > loss_duration: 1.7303797006607056 (1.7093280011957341) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.01298713684082 (28.213329070392138) | > grad_norm_1: tensor(1038.8052, device='cuda:0') (tensor(775.3660, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8473 (0.845495434368358) | > loader_time: 0.0103 (0.01018867518175094)  --> TIME: 2025-05-09 05:23:50 -- STEP: 237/725 -- GLOBAL_STEP: 111350 | > loss_disc: 2.077873706817627 (2.2062988507596746) | > loss_disc_real_0: 0.13859614729881287 (0.13568150288256417) | > loss_disc_real_1: 0.18730871379375458 (0.1954275737457638) | > loss_disc_real_2: 0.1936456561088562 (0.19078607876089548) | > loss_disc_real_3: 0.2272258698940277 (0.204593713273479) | > loss_disc_real_4: 0.20794981718063354 (0.19808020169221902) | > loss_disc_real_5: 0.1921350508928299 (0.20235487963328375) | > loss_0: 2.077873706817627 (2.2062988507596746) | > grad_norm_0: tensor(19.8390, device='cuda:0') (tensor(34.7808, device='cuda:0')) | > loss_gen: 2.9369161128997803 (2.7797954162967864) | > loss_kl: 1.9472507238388062 (1.7451572800487405) | > loss_feat: 9.1968412399292 (8.329416776005228) | > loss_mel: 14.817703247070312 (13.591617576180628) | > loss_duration: 1.6852402687072754 (1.708774204495587) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.583951950073242 (28.154761286224495) | > grad_norm_1: tensor(346.7303, device='cuda:0') (tensor(768.7798, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8104 (0.8480567640393092) | > loader_time: 0.0117 (0.010119841571598615)  --> TIME: 2025-05-09 05:24:33 -- STEP: 287/725 -- GLOBAL_STEP: 111400 | > loss_disc: 2.249472141265869 (2.2088859891226886) | > loss_disc_real_0: 0.10632304102182388 (0.1365432292093176) | > loss_disc_real_1: 0.18242819607257843 (0.195482886211382) | > loss_disc_real_2: 0.20714107155799866 (0.19141840607654753) | > loss_disc_real_3: 0.1746583729982376 (0.20433639722003336) | > loss_disc_real_4: 0.2099929004907608 (0.19819631907790386) | > loss_disc_real_5: 0.1942370980978012 (0.20190928056057317) | > loss_0: 2.249472141265869 (2.2088859891226886) | > grad_norm_0: tensor(12.8206, device='cuda:0') (tensor(35.2044, device='cuda:0')) | > loss_gen: 2.7378876209259033 (2.7810345427084475) | > loss_kl: 1.7716506719589233 (1.7437357001188323) | > loss_feat: 8.41006851196289 (8.33273450007422) | > loss_mel: 14.134149551391602 (13.598580882109) | > loss_duration: 1.728135108947754 (1.7086624434600723) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.781890869140625 (28.164748088823377) | > grad_norm_1: tensor(451.9250, device='cuda:0') (tensor(757.5441, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.7923 (0.8459150060128667) | > loader_time: 0.0094 (0.010085439017425427)  --> TIME: 2025-05-09 05:25:16 -- STEP: 337/725 -- GLOBAL_STEP: 111450 | > loss_disc: 2.2179245948791504 (2.2096377512113965) | > loss_disc_real_0: 0.13677038252353668 (0.13718687474329683) | > loss_disc_real_1: 0.1696537733078003 (0.1950961452209631) | > loss_disc_real_2: 0.16777431964874268 (0.1908991403148153) | > loss_disc_real_3: 0.18200314044952393 (0.20436228400521886) | > loss_disc_real_4: 0.162985160946846 (0.1982966940020949) | > loss_disc_real_5: 0.1859811544418335 (0.2020772521326025) | > loss_0: 2.2179245948791504 (2.2096377512113965) | > grad_norm_0: tensor(24.6074, device='cuda:0') (tensor(34.8966, device='cuda:0')) | > loss_gen: 2.6748690605163574 (2.7795232212508125) | > loss_kl: 1.9117718935012817 (1.7463531197001743) | > loss_feat: 8.4893159866333 (8.327215654559945) | > loss_mel: 13.522516250610352 (13.596829773764227) | > loss_duration: 1.6927642822265625 (1.707186048037928) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.291236877441406 (28.157107825802765) | > grad_norm_1: tensor(805.5178, device='cuda:0') (tensor(753.2598, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8787 (0.8455134088986002) | > loader_time: 0.0102 (0.010021325742455539)  --> TIME: 2025-05-09 05:25:58 -- STEP: 387/725 -- GLOBAL_STEP: 111500 | > loss_disc: 2.153162717819214 (2.2069696221856776) | > loss_disc_real_0: 0.15990658104419708 (0.13547396435563577) | > loss_disc_real_1: 0.21554012596607208 (0.19556692396639547) | > loss_disc_real_2: 0.20200176537036896 (0.19116284041749723) | > loss_disc_real_3: 0.1941819041967392 (0.20429358340665044) | > loss_disc_real_4: 0.1786063015460968 (0.19826628352474487) | > loss_disc_real_5: 0.22256547212600708 (0.20179320105594561) | > loss_0: 2.153162717819214 (2.2069696221856776) | > grad_norm_0: tensor(45.1275, device='cuda:0') (tensor(34.2788, device='cuda:0')) | > loss_gen: 2.8287293910980225 (2.783721598543862) | > loss_kl: 1.7473113536834717 (1.747236471459539) | > loss_feat: 7.432460308074951 (8.33286009401623) | > loss_mel: 13.34542465209961 (13.59619387052472) | > loss_duration: 1.7888894081115723 (1.7071937214804558) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.14281463623047 (28.167205751404282) | > grad_norm_1: tensor(935.4990, device='cuda:0') (tensor(748.1937, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8579 (0.8447946362409176) | > loader_time: 0.0099 (0.009958806888077617)  --> TIME: 2025-05-09 05:26:41 -- STEP: 437/725 -- GLOBAL_STEP: 111550 | > loss_disc: 2.1214325428009033 (2.20680737058958) | > loss_disc_real_0: 0.11085376143455505 (0.13528049857413202) | > loss_disc_real_1: 0.18577493727207184 (0.1955759962104278) | > loss_disc_real_2: 0.19141389429569244 (0.19102749552415765) | > loss_disc_real_3: 0.20611733198165894 (0.20434041757741836) | > loss_disc_real_4: 0.20268656313419342 (0.1982232831094576) | > loss_disc_real_5: 0.22545772790908813 (0.20183992726851924) | > loss_0: 2.1214325428009033 (2.20680737058958) | > grad_norm_0: tensor(12.7659, device='cuda:0') (tensor(34.5899, device='cuda:0')) | > loss_gen: 2.935776710510254 (2.783820287041042) | > loss_kl: 1.7914009094238281 (1.7431994256493155) | > loss_feat: 8.882927894592285 (8.313336217430699) | > loss_mel: 13.170781135559082 (13.559522216325494) | > loss_duration: 1.6736425161361694 (1.7066728490441014) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.454530715942383 (28.106550976122545) | > grad_norm_1: tensor(650.4730, device='cuda:0') (tensor(754.4713, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8783 (0.844166690206637) | > loader_time: 0.0102 (0.009905201892285389)  --> TIME: 2025-05-09 05:27:24 -- STEP: 487/725 -- GLOBAL_STEP: 111600 | > loss_disc: 2.174806594848633 (2.2054762399661705) | > loss_disc_real_0: 0.09789320826530457 (0.13516213229304722) | > loss_disc_real_1: 0.1940498948097229 (0.1955448993973174) | > loss_disc_real_2: 0.17325280606746674 (0.19108511605424314) | > loss_disc_real_3: 0.20252308249473572 (0.2042063623972742) | > loss_disc_real_4: 0.21698443591594696 (0.19821356172679142) | > loss_disc_real_5: 0.1757160872220993 (0.20108007506545805) | > loss_0: 2.174806594848633 (2.2054762399661705) | > grad_norm_0: tensor(20.0882, device='cuda:0') (tensor(35.1122, device='cuda:0')) | > loss_gen: 2.829896926879883 (2.7885072241084043) | > loss_kl: 1.7004964351654053 (1.743545401022909) | > loss_feat: 8.772611618041992 (8.320893346406603) | > loss_mel: 14.190117835998535 (13.561913047727863) | > loss_duration: 1.6928960084915161 (1.7071872653412867) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.186019897460938 (28.122046265024423) | > grad_norm_1: tensor(695.4197, device='cuda:0') (tensor(752.4482, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8044 (0.8439763522490831) | > loader_time: 0.0092 (0.009872638224576295)  --> TIME: 2025-05-09 05:28:07 -- STEP: 537/725 -- GLOBAL_STEP: 111650 | > loss_disc: 2.339163303375244 (2.2032038792551556) | > loss_disc_real_0: 0.13126395642757416 (0.13420491832095163) | > loss_disc_real_1: 0.19622091948986053 (0.19553409713828585) | > loss_disc_real_2: 0.21477898955345154 (0.19110130256447716) | > loss_disc_real_3: 0.23755565285682678 (0.20424291721824384) | > loss_disc_real_4: 0.2086140364408493 (0.19820222347364302) | > loss_disc_real_5: 0.16313233971595764 (0.20082950633664365) | > loss_0: 2.339163303375244 (2.2032038792551556) | > grad_norm_0: tensor(16.4399, device='cuda:0') (tensor(34.8584, device='cuda:0')) | > loss_gen: 2.577840805053711 (2.7905710720261157) | > loss_kl: 1.682665467262268 (1.743916396322197) | > loss_feat: 7.656617164611816 (8.321818350857647) | > loss_mel: 12.974289894104004 (13.54781079780678) | > loss_duration: 1.7432304620742798 (1.707680026468174) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.6346435546875 (28.11179661883988) | > grad_norm_1: tensor(587.2761, device='cuda:0') (tensor(750.4915, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.848 (0.8439483886768478) | > loader_time: 0.0125 (0.009868307042610273)  --> TIME: 2025-05-09 05:28:50 -- STEP: 587/725 -- GLOBAL_STEP: 111700 | > loss_disc: 2.1714043617248535 (2.2028309305847387) | > loss_disc_real_0: 0.17025966942310333 (0.13381230553177398) | > loss_disc_real_1: 0.1973646581172943 (0.1955986232377803) | > loss_disc_real_2: 0.16606494784355164 (0.19095931028284052) | > loss_disc_real_3: 0.21017107367515564 (0.20445487720596725) | > loss_disc_real_4: 0.18574820458889008 (0.19815252145063728) | > loss_disc_real_5: 0.2106509804725647 (0.20079499064251347) | > loss_0: 2.1714043617248535 (2.2028309305847387) | > grad_norm_0: tensor(40.8943, device='cuda:0') (tensor(34.8091, device='cuda:0')) | > loss_gen: 2.9715375900268555 (2.791123267942229) | > loss_kl: 1.6460373401641846 (1.7416991275660632) | > loss_feat: 7.919053554534912 (8.318814739864168) | > loss_mel: 13.56301498413086 (13.5352537408598) | > loss_duration: 1.677953839302063 (1.7068548600555884) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.777597427368164 (28.09374570440392) | > grad_norm_1: tensor(825.2590, device='cuda:0') (tensor(750.1743, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.8365 (0.844463378851012) | > loader_time: 0.01 (0.00986660481311597)  --> TIME: 2025-05-09 05:29:33 -- STEP: 637/725 -- GLOBAL_STEP: 111750 | > loss_disc: 2.054673671722412 (2.200963681870763) | > loss_disc_real_0: 0.1484491527080536 (0.13298399649923046) | > loss_disc_real_1: 0.1838107407093048 (0.1956309730441453) | > loss_disc_real_2: 0.16946068406105042 (0.1908760185191171) | > loss_disc_real_3: 0.1983216553926468 (0.20437878732872158) | > loss_disc_real_4: 0.1831018626689911 (0.19821591911547976) | > loss_disc_real_5: 0.19493813812732697 (0.2006539739843815) | > loss_0: 2.054673671722412 (2.200963681870763) | > grad_norm_0: tensor(37.3314, device='cuda:0') (tensor(34.5056, device='cuda:0')) | > loss_gen: 3.0943286418914795 (2.792068046902188) | > loss_kl: 1.6399013996124268 (1.739406672152844) | > loss_feat: 9.178264617919922 (8.323089706654454) | > loss_mel: 13.838263511657715 (13.531550119959947) | > loss_duration: 1.6698882579803467 (1.7062310461346728) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.420644760131836 (28.092345550632913) | > grad_norm_1: tensor(711.5217, device='cuda:0') (tensor(753.3917, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.822 (0.8440693139655627) | > loader_time: 0.0092 (0.009856989469782706)  --> TIME: 2025-05-09 05:30:15 -- STEP: 687/725 -- GLOBAL_STEP: 111800 | > loss_disc: 2.0907042026519775 (2.2005309874660925) | > loss_disc_real_0: 0.11125285923480988 (0.13291887596271282) | > loss_disc_real_1: 0.20166590809822083 (0.19574623098366464) | > loss_disc_real_2: 0.20950902998447418 (0.19075374116543603) | > loss_disc_real_3: 0.18379829823970795 (0.2044963704142855) | > loss_disc_real_4: 0.16178317368030548 (0.19816190431645517) | > loss_disc_real_5: 0.20392538607120514 (0.20035795711273713) | > loss_0: 2.0907042026519775 (2.2005309874660925) | > grad_norm_0: tensor(29.5545, device='cuda:0') (tensor(34.6801, device='cuda:0')) | > loss_gen: 3.007883071899414 (2.795276811549758) | > loss_kl: 1.6370478868484497 (1.7421585340513759) | > loss_feat: 9.125494003295898 (8.339215087057722) | > loss_mel: 14.464077949523926 (13.561174366324918) | > loss_duration: 1.725583791732788 (1.7059336227447528) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.960086822509766 (28.143758360128377) | > grad_norm_1: tensor(1094.2736, device='cuda:0') (tensor(753.1863, device='cuda:0')) | > current_lr_0: 0.00019776246985887165 | > current_lr_1: 0.00019776246985887165 | > step_time: 0.865 (0.8435556624827604) | > loader_time: 0.0111 (0.009849748236643691)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3158345222473145 (2.3158345222473145) | > loss_disc_real_0: 0.18382956087589264 (0.18382956087589264) | > loss_disc_real_1: 0.17821747064590454 (0.17821747064590454) | > loss_disc_real_2: 0.23313820362091064 (0.23313820362091064) | > loss_disc_real_3: 0.24500583112239838 (0.24500583112239838) | > loss_disc_real_4: 0.2828884720802307 (0.2828884720802307) | > loss_disc_real_5: 0.3099062740802765 (0.3099062740802765) | > loss_0: 2.3158345222473145 (2.3158345222473145) | > loss_gen: 3.1604883670806885 (3.1604883670806885) | > loss_kl: 1.8941650390625 (1.8941650390625) | > loss_feat: 8.732844352722168 (8.732844352722168) | > loss_mel: 14.976868629455566 (14.976868629455566) | > loss_duration: 1.6794624328613281 (1.6794624328613281) | > loss_1: 30.443828582763672 (30.443828582763672)  --> STEP: 1 | > loss_disc: 2.386713981628418 (2.386713981628418) | > loss_disc_real_0: 0.1809469759464264 (0.1809469759464264) | > loss_disc_real_1: 0.201716348528862 (0.201716348528862) | > loss_disc_real_2: 0.21710048615932465 (0.21710048615932465) | > loss_disc_real_3: 0.2704298198223114 (0.2704298198223114) | > loss_disc_real_4: 0.26344478130340576 (0.26344478130340576) | > loss_disc_real_5: 0.26521867513656616 (0.26521867513656616) | > loss_0: 2.386713981628418 (2.386713981628418) | > loss_gen: 2.806154251098633 (2.806154251098633) | > loss_kl: 1.895678997039795 (1.895678997039795) | > loss_feat: 7.407712459564209 (7.407712459564209) | > loss_mel: 12.595418930053711 (12.595418930053711) | > loss_duration: 1.779608964920044 (1.779608964920044) | > loss_1: 26.484575271606445 (26.484575271606445)  --> STEP: 2 | > loss_disc: 2.366020679473877 (2.3763673305511475) | > loss_disc_real_0: 0.20756268501281738 (0.1942548304796219) | > loss_disc_real_1: 0.19750840961933136 (0.19961237907409668) | > loss_disc_real_2: 0.22039903700351715 (0.2187497615814209) | > loss_disc_real_3: 0.24893754720687866 (0.25968368351459503) | > loss_disc_real_4: 0.2633911967277527 (0.2634179890155792) | > loss_disc_real_5: 0.25221288204193115 (0.25871577858924866) | > loss_0: 2.366020679473877 (2.3763673305511475) | > loss_gen: 2.839939832687378 (2.8230470418930054) | > loss_kl: 1.7349553108215332 (1.815317153930664) | > loss_feat: 7.312253475189209 (7.359982967376709) | > loss_mel: 13.182130813598633 (12.888774871826172) | > loss_duration: 1.826346755027771 (1.8029778599739075) | > loss_1: 26.895626068115234 (26.69010066986084)  --> STEP: 3 | > loss_disc: 2.2636125087738037 (2.3387823899586997) | > loss_disc_real_0: 0.17412637174129486 (0.18754534423351288) | > loss_disc_real_1: 0.19528105854988098 (0.19816860556602478) | > loss_disc_real_2: 0.21459481120109558 (0.21736477812131247) | > loss_disc_real_3: 0.24221312999725342 (0.25386016567548114) | > loss_disc_real_4: 0.24004793167114258 (0.255627969900767) | > loss_disc_real_5: 0.25152692198753357 (0.25631949305534363) | > loss_0: 2.2636125087738037 (2.3387823899586997) | > loss_gen: 3.0109307765960693 (2.8856749534606934) | > loss_kl: 1.963767647743225 (1.8648006518681843) | > loss_feat: 8.985429763793945 (7.901798566182454) | > loss_mel: 14.753634452819824 (13.510394732157389) | > loss_duration: 1.7943958044052124 (1.8001171747843425) | > loss_1: 30.50815773010254 (27.962786356608074)  --> STEP: 4 | > loss_disc: 2.291473627090454 (2.326955199241638) | > loss_disc_real_0: 0.19179119169712067 (0.18860680609941483) | > loss_disc_real_1: 0.1953645944595337 (0.197467602789402) | > loss_disc_real_2: 0.22060340642929077 (0.21817443519830704) | > loss_disc_real_3: 0.2175949513912201 (0.2447938621044159) | > loss_disc_real_4: 0.27933281660079956 (0.26155418157577515) | > loss_disc_real_5: 0.2920360565185547 (0.2652486339211464) | > loss_0: 2.291473627090454 (2.326955199241638) | > loss_gen: 2.9906816482543945 (2.9119266271591187) | > loss_kl: 1.9318768978118896 (1.8815697133541107) | > loss_feat: 7.6242756843566895 (7.832417845726013) | > loss_mel: 13.985956192016602 (13.629285097122192) | > loss_duration: 1.725754976272583 (1.7815266251564026) | > loss_1: 28.258546829223633 (28.036726474761963) --> EVAL PERFORMANCE | > avg_loader_time: 0.27626127004623413 (-0.006096363067626953) | > avg_loss_disc: 2.326955199241638 (+0.0847771167755127) | > avg_loss_disc_real_0: 0.18860680609941483 (-0.03334619477391243) | > avg_loss_disc_real_1: 0.197467602789402 (+0.03813791275024414) | > avg_loss_disc_real_2: 0.21817443519830704 (+0.019523203372955322) | > avg_loss_disc_real_3: 0.2447938621044159 (-0.011766418814659119) | > avg_loss_disc_real_4: 0.26155418157577515 (+0.02671581506729126) | > avg_loss_disc_real_5: 0.2652486339211464 (+0.06389855220913887) | > avg_loss_0: 2.326955199241638 (+0.0847771167755127) | > avg_loss_gen: 2.9119266271591187 (-0.1479942798614502) | > avg_loss_kl: 1.8815697133541107 (-0.04706835746765137) | > avg_loss_feat: 7.832417845726013 (+0.019736528396606445) | > avg_loss_mel: 13.629285097122192 (-0.31798601150512695) | > avg_loss_duration: 1.7815266251564026 (+0.005307525396347046) | > avg_loss_1: 28.036726474761963 (-0.4880032539367676)  > EPOCH: 91/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 05:30:54)   --> TIME: 2025-05-09 05:31:06 -- STEP: 12/725 -- GLOBAL_STEP: 111850 | > loss_disc: 2.3582518100738525 (2.206553300221761) | > loss_disc_real_0: 0.1249874159693718 (0.12989561508099237) | > loss_disc_real_1: 0.18554909527301788 (0.19525369380911192) | > loss_disc_real_2: 0.22929030656814575 (0.1948540173470974) | > loss_disc_real_3: 0.20974767208099365 (0.20548643668492636) | > loss_disc_real_4: 0.21418309211730957 (0.19239570821324983) | > loss_disc_real_5: 0.25207725167274475 (0.20807168384393057) | > loss_0: 2.3582518100738525 (2.206553300221761) | > grad_norm_0: tensor(10.5197, device='cuda:0') (tensor(26.8977, device='cuda:0')) | > loss_gen: 2.6476755142211914 (2.7563189268112183) | > loss_kl: 1.7901852130889893 (1.7370071212450664) | > loss_feat: 7.250364780426025 (8.415168126424154) | > loss_mel: 12.397968292236328 (14.032763878504435) | > loss_duration: 1.7307264804840088 (1.7065822581450145) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.816919326782227 (28.64783986409505) | > grad_norm_1: tensor(702.4911, device='cuda:0') (tensor(811.7443, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8289 (0.8296222488085429) | > loader_time: 0.009 (0.01001197099685669)  --> TIME: 2025-05-09 05:31:49 -- STEP: 62/725 -- GLOBAL_STEP: 111900 | > loss_disc: 2.345430374145508 (2.2023375457332985) | > loss_disc_real_0: 0.17003555595874786 (0.13945112918173114) | > loss_disc_real_1: 0.20625217258930206 (0.19406898343755352) | > loss_disc_real_2: 0.17587795853614807 (0.19152812010818912) | > loss_disc_real_3: 0.23753845691680908 (0.20470639222091244) | > loss_disc_real_4: 0.20984792709350586 (0.19715385114954362) | > loss_disc_real_5: 0.1893274337053299 (0.19813952282551797) | > loss_0: 2.345430374145508 (2.2023375457332985) | > grad_norm_0: tensor(44.0848, device='cuda:0') (tensor(35.7772, device='cuda:0')) | > loss_gen: 2.6358234882354736 (2.8021786174466534) | > loss_kl: 1.6325100660324097 (1.7409651721677473) | > loss_feat: 7.644922256469727 (8.478366613388062) | > loss_mel: 11.541484832763672 (13.737075959482501) | > loss_duration: 1.7548266649246216 (1.7019584082788037) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.20956802368164 (28.460544493890577) | > grad_norm_1: tensor(710.1292, device='cuda:0') (tensor(776.5274, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8537 (0.8489568387308428) | > loader_time: 0.0099 (0.00992718050556798)  --> TIME: 2025-05-09 05:32:33 -- STEP: 112/725 -- GLOBAL_STEP: 111950 | > loss_disc: 2.338939905166626 (2.192969002893993) | > loss_disc_real_0: 0.10898489505052567 (0.13353458559140563) | > loss_disc_real_1: 0.19329135119915009 (0.1939422077100192) | > loss_disc_real_2: 0.21165616810321808 (0.19152195126350438) | > loss_disc_real_3: 0.17673225700855255 (0.2032518813918744) | > loss_disc_real_4: 0.1779337376356125 (0.19798143221331493) | > loss_disc_real_5: 0.17083463072776794 (0.19812762205089846) | > loss_0: 2.338939905166626 (2.192969002893993) | > grad_norm_0: tensor(27.2156, device='cuda:0') (tensor(34.2818, device='cuda:0')) | > loss_gen: 2.519869327545166 (2.801873451897076) | > loss_kl: 1.6246674060821533 (1.7200822063854762) | > loss_feat: 7.467197418212891 (8.428663734878818) | > loss_mel: 13.374845504760742 (13.622395753860474) | > loss_duration: 1.709774374961853 (1.7067459938781602) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.696352005004883 (28.27976085458483) | > grad_norm_1: tensor(318.0732, device='cuda:0') (tensor(767.3708, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8213 (0.8489285664899009) | > loader_time: 0.0093 (0.009937722768102373)  --> TIME: 2025-05-09 05:33:15 -- STEP: 162/725 -- GLOBAL_STEP: 112000 | > loss_disc: 2.006267786026001 (2.185411775553668) | > loss_disc_real_0: 0.05943804979324341 (0.1322792584513441) | > loss_disc_real_1: 0.1885034143924713 (0.19365537129802474) | > loss_disc_real_2: 0.1962849348783493 (0.19129438643102284) | > loss_disc_real_3: 0.17698700726032257 (0.20292750948373173) | > loss_disc_real_4: 0.21078461408615112 (0.19789230952292314) | > loss_disc_real_5: 0.1563546359539032 (0.19750091792256752) | > loss_0: 2.006267786026001 (2.185411775553668) | > grad_norm_0: tensor(25.8459, device='cuda:0') (tensor(35.0412, device='cuda:0')) | > loss_gen: 2.9860587120056152 (2.814694428149565) | > loss_kl: 1.7933293581008911 (1.726464777081101) | > loss_feat: 9.057538032531738 (8.462315144362275) | > loss_mel: 14.601738929748535 (13.648116930031483) | > loss_duration: 1.6796594858169556 (1.7073407577879636) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.118324279785156 (28.358931788691766) | > grad_norm_1: tensor(611.9998, device='cuda:0') (tensor(769.9128, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.819 (0.8465526442468904) | > loader_time: 0.0093 (0.009805109765794542) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_112000.pth  --> TIME: 2025-05-09 05:34:01 -- STEP: 212/725 -- GLOBAL_STEP: 112050 | > loss_disc: 2.21317195892334 (2.1860217778187865) | > loss_disc_real_0: 0.11017561703920364 (0.13148303593526484) | > loss_disc_real_1: 0.16829471290111542 (0.1931239658931517) | > loss_disc_real_2: 0.19534137845039368 (0.19115544616613742) | > loss_disc_real_3: 0.22113186120986938 (0.2035718236891728) | > loss_disc_real_4: 0.2254522144794464 (0.19895947134157396) | > loss_disc_real_5: 0.19570280611515045 (0.1981741100338833) | > loss_0: 2.21317195892334 (2.1860217778187865) | > grad_norm_0: tensor(21.0400, device='cuda:0') (tensor(34.2809, device='cuda:0')) | > loss_gen: 2.7025582790374756 (2.817640241586937) | > loss_kl: 1.5667695999145508 (1.7269837046569247) | > loss_feat: 7.7400712966918945 (8.507127498680694) | > loss_mel: 13.16169261932373 (13.740575920860723) | > loss_duration: 1.7067049741744995 (1.7059938081030577) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.877796173095703 (28.49832101138133) | > grad_norm_1: tensor(774.3961, device='cuda:0') (tensor(762.3037, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.832 (0.8472963672763898) | > loader_time: 0.0097 (0.009789203697780397)  --> TIME: 2025-05-09 05:34:44 -- STEP: 262/725 -- GLOBAL_STEP: 112100 | > loss_disc: 2.0376968383789062 (2.1865345876635467) | > loss_disc_real_0: 0.12461640685796738 (0.13206874209505923) | > loss_disc_real_1: 0.1812971979379654 (0.19386377555268416) | > loss_disc_real_2: 0.1937008947134018 (0.19075421266655881) | > loss_disc_real_3: 0.18754690885543823 (0.20351545273802657) | > loss_disc_real_4: 0.14944681525230408 (0.19832632269795614) | > loss_disc_real_5: 0.2385958731174469 (0.1979514943677506) | > loss_0: 2.0376968383789062 (2.1865345876635467) | > grad_norm_0: tensor(18.7671, device='cuda:0') (tensor(34.5926, device='cuda:0')) | > loss_gen: 3.1660330295562744 (2.8214826984259918) | > loss_kl: 1.7879536151885986 (1.7295327036435368) | > loss_feat: 9.191720962524414 (8.499054954252173) | > loss_mel: 14.269018173217773 (13.74818676664629) | > loss_duration: 1.6893585920333862 (1.7058688716124033) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.104082107543945 (28.504125849891256) | > grad_norm_1: tensor(707.5773, device='cuda:0') (tensor(745.4283, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8834 (0.8454134245865219) | > loader_time: 0.0096 (0.009791023858630933)  --> TIME: 2025-05-09 05:35:27 -- STEP: 312/725 -- GLOBAL_STEP: 112150 | > loss_disc: 2.2200820446014404 (2.188739408285188) | > loss_disc_real_0: 0.09260072559118271 (0.13266108598178025) | > loss_disc_real_1: 0.18642082810401917 (0.19417809174419984) | > loss_disc_real_2: 0.18683575093746185 (0.19058217533314833) | > loss_disc_real_3: 0.21708489954471588 (0.20329232251223844) | > loss_disc_real_4: 0.2138807773590088 (0.19848140243154314) | > loss_disc_real_5: 0.18523569405078888 (0.19813289003781023) | > loss_0: 2.2200820446014404 (2.188739408285188) | > grad_norm_0: tensor(38.0306, device='cuda:0') (tensor(34.6577, device='cuda:0')) | > loss_gen: 2.696786403656006 (2.8143923213848696) | > loss_kl: 1.7770318984985352 (1.7319366966302583) | > loss_feat: 8.193442344665527 (8.466320005746987) | > loss_mel: 13.003049850463867 (13.715370306601889) | > loss_duration: 1.6965806484222412 (1.705157384658471) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.366891860961914 (28.43317659084614) | > grad_norm_1: tensor(1111.4230, device='cuda:0') (tensor(738.6083, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8364 (0.8447829698904966) | > loader_time: 0.0097 (0.009782168345573624)  --> TIME: 2025-05-09 05:36:09 -- STEP: 362/725 -- GLOBAL_STEP: 112200 | > loss_disc: 2.1366140842437744 (2.189979651026962) | > loss_disc_real_0: 0.12675847113132477 (0.1327538138245187) | > loss_disc_real_1: 0.17764486372470856 (0.19452274249074217) | > loss_disc_real_2: 0.20131565630435944 (0.19061095568027286) | > loss_disc_real_3: 0.21754688024520874 (0.20345715260472746) | > loss_disc_real_4: 0.21579872071743011 (0.19849655266789445) | > loss_disc_real_5: 0.20357933640480042 (0.19808871527485433) | > loss_0: 2.1366140842437744 (2.189979651026962) | > grad_norm_0: tensor(31.3277, device='cuda:0') (tensor(34.8078, device='cuda:0')) | > loss_gen: 2.9273431301116943 (2.8132219538504257) | > loss_kl: 1.7688369750976562 (1.734551347421678) | > loss_feat: 8.561919212341309 (8.434249589456378) | > loss_mel: 13.47604751586914 (13.674299308608248) | > loss_duration: 1.65902578830719 (1.7038830067571356) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.393173217773438 (28.360205076017436) | > grad_norm_1: tensor(835.0260, device='cuda:0') (tensor(732.6112, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8459 (0.8443717311100406) | > loader_time: 0.0094 (0.00976193214648336)  --> TIME: 2025-05-09 05:36:53 -- STEP: 412/725 -- GLOBAL_STEP: 112250 | > loss_disc: 2.302184820175171 (2.1863728643042384) | > loss_disc_real_0: 0.1322822868824005 (0.1318821950716158) | > loss_disc_real_1: 0.19125013053417206 (0.1943574752477767) | > loss_disc_real_2: 0.21951624751091003 (0.19016542206111464) | > loss_disc_real_3: 0.20951998233795166 (0.2031720994600972) | > loss_disc_real_4: 0.19995032250881195 (0.19783823901009795) | > loss_disc_real_5: 0.23106646537780762 (0.1985152914432936) | > loss_0: 2.302184820175171 (2.1863728643042384) | > grad_norm_0: tensor(14.3321, device='cuda:0') (tensor(34.9016, device='cuda:0')) | > loss_gen: 2.521587610244751 (2.8180449396661196) | > loss_kl: 1.7164990901947021 (1.732807526310671) | > loss_feat: 7.81859016418457 (8.459441937289192) | > loss_mel: 12.892455101013184 (13.706290011267058) | > loss_duration: 1.7108869552612305 (1.7042046189308167) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.660018920898438 (28.420788885320277) | > grad_norm_1: tensor(116.8780, device='cuda:0') (tensor(748.9384, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8445 (0.8448531205214344) | > loader_time: 0.0101 (0.00975779364409955)  --> TIME: 2025-05-09 05:37:35 -- STEP: 462/725 -- GLOBAL_STEP: 112300 | > loss_disc: 2.068809986114502 (2.184034665425621) | > loss_disc_real_0: 0.09551073610782623 (0.13117391391137223) | > loss_disc_real_1: 0.19022418558597565 (0.19410633363507016) | > loss_disc_real_2: 0.18376924097537994 (0.19019775518349238) | > loss_disc_real_3: 0.1951846331357956 (0.20305272327228027) | > loss_disc_real_4: 0.17843079566955566 (0.1974796003206468) | > loss_disc_real_5: 0.19190116226673126 (0.19857077505358892) | > loss_0: 2.068809986114502 (2.184034665425621) | > grad_norm_0: tensor(24.5740, device='cuda:0') (tensor(34.6446, device='cuda:0')) | > loss_gen: 2.843780517578125 (2.8182757741961137) | > loss_kl: 1.9084893465042114 (1.735123729034936) | > loss_feat: 8.545741081237793 (8.46264565352237) | > loss_mel: 13.733989715576172 (13.695953201937984) | > loss_duration: 1.7562048435211182 (1.7039691934853922) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.788206100463867 (28.415967441740495) | > grad_norm_1: tensor(984.7968, device='cuda:0') (tensor(759.1760, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.7864 (0.8446240559284821) | > loader_time: 0.0119 (0.00974794486900428)  --> TIME: 2025-05-09 05:38:18 -- STEP: 512/725 -- GLOBAL_STEP: 112350 | > loss_disc: 2.118605852127075 (2.1843968471512216) | > loss_disc_real_0: 0.11251883953809738 (0.13155253705190267) | > loss_disc_real_1: 0.17569300532341003 (0.19398011351586325) | > loss_disc_real_2: 0.19060826301574707 (0.1900787517952267) | > loss_disc_real_3: 0.1978028565645218 (0.203124335501343) | > loss_disc_real_4: 0.16713301837444305 (0.19755475787678736) | > loss_disc_real_5: 0.19769108295440674 (0.1988313253241359) | > loss_0: 2.118605852127075 (2.1843968471512216) | > grad_norm_0: tensor(27.1262, device='cuda:0') (tensor(34.9458, device='cuda:0')) | > loss_gen: 2.7891464233398438 (2.8144747423939416) | > loss_kl: 1.6996570825576782 (1.7348204117733987) | > loss_feat: 8.668405532836914 (8.443446341902016) | > loss_mel: 13.077523231506348 (13.664007939398287) | > loss_duration: 1.6700146198272705 (1.704462982248515) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.904748916625977 (28.361212328076366) | > grad_norm_1: tensor(818.0464, device='cuda:0') (tensor(768.2331, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8423 (0.8445706348866224) | > loader_time: 0.0105 (0.009743593167513602)  --> TIME: 2025-05-09 05:39:01 -- STEP: 562/725 -- GLOBAL_STEP: 112400 | > loss_disc: 2.158442735671997 (2.187700917924427) | > loss_disc_real_0: 0.2045261710882187 (0.13348248107126814) | > loss_disc_real_1: 0.19059500098228455 (0.1939833792344107) | > loss_disc_real_2: 0.1652473658323288 (0.19006488785094638) | > loss_disc_real_3: 0.2224205732345581 (0.20315386747338166) | > loss_disc_real_4: 0.2011960744857788 (0.19770662666851938) | > loss_disc_real_5: 0.21866309642791748 (0.1993620992369712) | > loss_0: 2.158442735671997 (2.187700917924427) | > grad_norm_0: tensor(26.7871, device='cuda:0') (tensor(35.7221, device='cuda:0')) | > loss_gen: 2.8449878692626953 (2.8153254421580307) | > loss_kl: 1.7794963121414185 (1.7389084198296705) | > loss_feat: 8.271547317504883 (8.437571273579715) | > loss_mel: 13.075518608093262 (13.661693875051473) | > loss_duration: 1.6713571548461914 (1.7040338690170613) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.642906188964844 (28.35753279309256) | > grad_norm_1: tensor(365.7411, device='cuda:0') (tensor(761.4711, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8929 (0.8446124881187791) | > loader_time: 0.0101 (0.00973980494665505)  --> TIME: 2025-05-09 05:39:44 -- STEP: 612/725 -- GLOBAL_STEP: 112450 | > loss_disc: 2.190965175628662 (2.189052201758806) | > loss_disc_real_0: 0.10459811240434647 (0.13341639612746609) | > loss_disc_real_1: 0.2020234316587448 (0.19403363084968403) | > loss_disc_real_2: 0.2099333256483078 (0.19019206399037172) | > loss_disc_real_3: 0.18573451042175293 (0.20312071306740537) | > loss_disc_real_4: 0.1784777194261551 (0.1978420882297107) | > loss_disc_real_5: 0.20072366297245026 (0.19962953214892776) | > loss_0: 2.190965175628662 (2.189052201758806) | > grad_norm_0: tensor(19.0572, device='cuda:0') (tensor(35.1739, device='cuda:0')) | > loss_gen: 2.747887134552002 (2.8121687991946356) | > loss_kl: 1.7609140872955322 (1.740394490801431) | > loss_feat: 9.186280250549316 (8.438624995206698) | > loss_mel: 14.262495040893555 (13.674307262196255) | > loss_duration: 1.6392229795455933 (1.7036125907321389) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.596799850463867 (28.36910806606018) | > grad_norm_1: tensor(755.7714, device='cuda:0') (tensor(759.7316, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8043 (0.8448175293168213) | > loader_time: 0.0096 (0.00972025963216046)  --> TIME: 2025-05-09 05:40:27 -- STEP: 662/725 -- GLOBAL_STEP: 112500 | > loss_disc: 2.118403911590576 (2.18917522995854) | > loss_disc_real_0: 0.1114758774638176 (0.13360522564196706) | > loss_disc_real_1: 0.1914595514535904 (0.1938933330135044) | > loss_disc_real_2: 0.1878262162208557 (0.19010216121497123) | > loss_disc_real_3: 0.24140353500843048 (0.20318862552729258) | > loss_disc_real_4: 0.20724372565746307 (0.19785891480046083) | > loss_disc_real_5: 0.15657368302345276 (0.19980658330811124) | > loss_0: 2.118403911590576 (2.18917522995854) | > grad_norm_0: tensor(23.2135, device='cuda:0') (tensor(35.3058, device='cuda:0')) | > loss_gen: 2.974128246307373 (2.811003214282932) | > loss_kl: 1.7709578275680542 (1.7408074432269325) | > loss_feat: 8.890275955200195 (8.434257487876176) | > loss_mel: 13.450180053710938 (13.669728663752801) | > loss_duration: 1.7150694131851196 (1.7040137324448446) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.80061149597168 (28.359810477657255) | > grad_norm_1: tensor(653.2657, device='cuda:0') (tensor(759.7609, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8654 (0.8444660239349321) | > loader_time: 0.0097 (0.009722824543264334)  --> TIME: 2025-05-09 05:41:10 -- STEP: 712/725 -- GLOBAL_STEP: 112550 | > loss_disc: 2.0607595443725586 (2.1905014406094425) | > loss_disc_real_0: 0.10288137942552567 (0.1341202089594407) | > loss_disc_real_1: 0.18717354536056519 (0.19392330622237727) | > loss_disc_real_2: 0.17714674770832062 (0.1901175793302194) | > loss_disc_real_3: 0.2197437435388565 (0.20334028484027708) | > loss_disc_real_4: 0.21154318749904633 (0.19788219683458283) | > loss_disc_real_5: 0.19020342826843262 (0.19977463491972586) | > loss_0: 2.0607595443725586 (2.1905014406094425) | > grad_norm_0: tensor(17.1993, device='cuda:0') (tensor(35.8184, device='cuda:0')) | > loss_gen: 2.9011831283569336 (2.810650480932064) | > loss_kl: 1.9365036487579346 (1.7440567040041592) | > loss_feat: 9.179017066955566 (8.426456516378371) | > loss_mel: 13.963335037231445 (13.661494430531272) | > loss_duration: 1.7083687782287598 (1.703766944703092) | > amp_scaler: 256.0 (131.4157303370786) | > loss_1: 29.688405990600586 (28.34642502699005) | > grad_norm_1: tensor(610.0926, device='cuda:0') (tensor(760.6722, device='cuda:0')) | > current_lr_0: 0.0001977377495501393 | > current_lr_1: 0.0001977377495501393 | > step_time: 0.8136 (0.8443363670552716) | > loader_time: 0.0096 (0.00973016994722774)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.232869863510132 (2.232869863510132) | > loss_disc_real_0: 0.1293129324913025 (0.1293129324913025) | > loss_disc_real_1: 0.14038778841495514 (0.14038778841495514) | > loss_disc_real_2: 0.1778097301721573 (0.1778097301721573) | > loss_disc_real_3: 0.21663272380828857 (0.21663272380828857) | > loss_disc_real_4: 0.20014093816280365 (0.20014093816280365) | > loss_disc_real_5: 0.20844712853431702 (0.20844712853431702) | > loss_0: 2.232869863510132 (2.232869863510132) | > loss_gen: 2.406590461730957 (2.406590461730957) | > loss_kl: 1.9145338535308838 (1.9145338535308838) | > loss_feat: 7.872496604919434 (7.872496604919434) | > loss_mel: 13.895036697387695 (13.895036697387695) | > loss_duration: 1.6791181564331055 (1.6791181564331055) | > loss_1: 27.767776489257812 (27.767776489257812)  --> STEP: 1 | > loss_disc: 2.377906322479248 (2.377906322479248) | > loss_disc_real_0: 0.14766831696033478 (0.14766831696033478) | > loss_disc_real_1: 0.1536531299352646 (0.1536531299352646) | > loss_disc_real_2: 0.19054141640663147 (0.19054141640663147) | > loss_disc_real_3: 0.22239600121974945 (0.22239600121974945) | > loss_disc_real_4: 0.18865305185317993 (0.18865305185317993) | > loss_disc_real_5: 0.24210356175899506 (0.24210356175899506) | > loss_0: 2.377906322479248 (2.377906322479248) | > loss_gen: 2.2309727668762207 (2.2309727668762207) | > loss_kl: 1.9655485153198242 (1.9655485153198242) | > loss_feat: 6.478978633880615 (6.478978633880615) | > loss_mel: 12.36135196685791 (12.36135196685791) | > loss_duration: 1.7614902257919312 (1.7614902257919312) | > loss_1: 24.79833984375 (24.79833984375)  --> STEP: 2 | > loss_disc: 2.3062140941619873 (2.3420602083206177) | > loss_disc_real_0: 0.1349993795156479 (0.14133384823799133) | > loss_disc_real_1: 0.15662482380867004 (0.15513897687196732) | > loss_disc_real_2: 0.17359942197799683 (0.18207041919231415) | > loss_disc_real_3: 0.22649681568145752 (0.22444640845060349) | > loss_disc_real_4: 0.20703181624412537 (0.19784243404865265) | > loss_disc_real_5: 0.25212082266807556 (0.2471121922135353) | > loss_0: 2.3062140941619873 (2.3420602083206177) | > loss_gen: 2.344109058380127 (2.287540912628174) | > loss_kl: 1.9394506216049194 (1.9524995684623718) | > loss_feat: 7.1255717277526855 (6.80227518081665) | > loss_mel: 13.034605026245117 (12.697978496551514) | > loss_duration: 1.8192129135131836 (1.7903515696525574) | > loss_1: 26.262950897216797 (25.5306453704834)  --> STEP: 3 | > loss_disc: 2.189309597015381 (2.2911433378855386) | > loss_disc_real_0: 0.1372917890548706 (0.13998649517695108) | > loss_disc_real_1: 0.1482236236333847 (0.1528338591257731) | > loss_disc_real_2: 0.17236089706420898 (0.17883391181627908) | > loss_disc_real_3: 0.20382721722126007 (0.217573344707489) | > loss_disc_real_4: 0.18741682171821594 (0.19436722993850708) | > loss_disc_real_5: 0.2324824035167694 (0.24223559598128) | > loss_0: 2.189309597015381 (2.2911433378855386) | > loss_gen: 2.531118869781494 (2.368733565012614) | > loss_kl: 1.8751603364944458 (1.9267198244730632) | > loss_feat: 8.658844947814941 (7.421131769816081) | > loss_mel: 14.686668395996094 (13.360875129699707) | > loss_duration: 1.7781627178192139 (1.7862886190414429) | > loss_1: 29.529953002929688 (26.86374791463216)  --> STEP: 4 | > loss_disc: 2.308586597442627 (2.295504152774811) | > loss_disc_real_0: 0.12417423725128174 (0.13603343069553375) | > loss_disc_real_1: 0.16027608513832092 (0.15469441562891006) | > loss_disc_real_2: 0.1724853664636612 (0.17724677547812462) | > loss_disc_real_3: 0.22752903401851654 (0.2200622670352459) | > loss_disc_real_4: 0.20005302131175995 (0.1957886777818203) | > loss_disc_real_5: 0.23291124403476715 (0.2399045079946518) | > loss_0: 2.308586597442627 (2.295504152774811) | > loss_gen: 2.394192695617676 (2.3750983476638794) | > loss_kl: 2.019096612930298 (1.9498140215873718) | > loss_feat: 8.693205833435059 (7.739150285720825) | > loss_mel: 15.02802848815918 (13.777663469314575) | > loss_duration: 1.7283456325531006 (1.7718028724193573) | > loss_1: 29.86286735534668 (27.61352777481079) --> EVAL PERFORMANCE | > avg_loader_time: 0.273573100566864 (-0.002688169479370117) | > avg_loss_disc: 2.295504152774811 (-0.03145104646682739) | > avg_loss_disc_real_0: 0.13603343069553375 (-0.05257337540388107) | > avg_loss_disc_real_1: 0.15469441562891006 (-0.04277318716049194) | > avg_loss_disc_real_2: 0.17724677547812462 (-0.04092765972018242) | > avg_loss_disc_real_3: 0.2200622670352459 (-0.024731595069169998) | > avg_loss_disc_real_4: 0.1957886777818203 (-0.06576550379395485) | > avg_loss_disc_real_5: 0.2399045079946518 (-0.0253441259264946) | > avg_loss_0: 2.295504152774811 (-0.03145104646682739) | > avg_loss_gen: 2.3750983476638794 (-0.5368282794952393) | > avg_loss_kl: 1.9498140215873718 (+0.06824430823326111) | > avg_loss_feat: 7.739150285720825 (-0.09326756000518799) | > avg_loss_mel: 13.777663469314575 (+0.1483783721923828) | > avg_loss_duration: 1.7718028724193573 (-0.009723752737045288) | > avg_loss_1: 27.61352777481079 (-0.4231986999511719)  > EPOCH: 92/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 05:41:27)   --> TIME: 2025-05-09 05:42:01 -- STEP: 37/725 -- GLOBAL_STEP: 112600 | > loss_disc: 1.9861501455307007 (2.193256729357951) | > loss_disc_real_0: 0.12838152050971985 (0.1259617404760541) | > loss_disc_real_1: 0.19864508509635925 (0.19518390499256752) | > loss_disc_real_2: 0.170342355966568 (0.19120591717797356) | > loss_disc_real_3: 0.17672085762023926 (0.20491109707871) | > loss_disc_real_4: 0.15639632940292358 (0.19876061943737236) | > loss_disc_real_5: 0.18880365788936615 (0.2039808522205095) | > loss_0: 1.9861501455307007 (2.193256729357951) | > grad_norm_0: tensor(33.1390, device='cuda:0') (tensor(27.0786, device='cuda:0')) | > loss_gen: 3.1363272666931152 (2.783950219283233) | > loss_kl: 1.9207736253738403 (1.8144366290118243) | > loss_feat: 9.782011985778809 (8.302540946651147) | > loss_mel: 13.618071556091309 (13.49389037570438) | > loss_duration: 1.7147367000579834 (1.7041457440402057) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.17192268371582 (28.098963814812738) | > grad_norm_1: tensor(1046.7086, device='cuda:0') (tensor(753.0835, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8593 (0.8497958763225658) | > loader_time: 0.0104 (0.010070098413003454)  --> TIME: 2025-05-09 05:42:44 -- STEP: 87/725 -- GLOBAL_STEP: 112650 | > loss_disc: 2.213937759399414 (2.1871448029046774) | > loss_disc_real_0: 0.09369056671857834 (0.1266793533303272) | > loss_disc_real_1: 0.1853991001844406 (0.19516414198382148) | > loss_disc_real_2: 0.18157866597175598 (0.19116183087743563) | > loss_disc_real_3: 0.22741183638572693 (0.20410166389640721) | > loss_disc_real_4: 0.1837986409664154 (0.19651585200737262) | > loss_disc_real_5: 0.21751318871974945 (0.20309878817234917) | > loss_0: 2.213937759399414 (2.1871448029046774) | > grad_norm_0: tensor(19.8343, device='cuda:0') (tensor(31.8683, device='cuda:0')) | > loss_gen: 2.704713821411133 (2.8004528763650476) | > loss_kl: 1.7216596603393555 (1.7973054167868077) | > loss_feat: 8.827552795410156 (8.347152496206352) | > loss_mel: 14.629988670349121 (13.52390936051292) | > loss_duration: 1.6935930252075195 (1.7040887851824706) | > amp_scaler: 128.0 (220.68965517241378) | > loss_1: 29.57750701904297 (28.172908936423816) | > grad_norm_1: tensor(771.4296, device='cuda:0') (tensor(777.0829, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8144 (0.8462616629984187) | > loader_time: 0.0104 (0.009875418125897989)  --> TIME: 2025-05-09 05:43:27 -- STEP: 137/725 -- GLOBAL_STEP: 112700 | > loss_disc: 2.0226895809173584 (2.1765333614210154) | > loss_disc_real_0: 0.07425274699926376 (0.1273052784321952) | > loss_disc_real_1: 0.19880662858486176 (0.19428073163450196) | > loss_disc_real_2: 0.17281614243984222 (0.19013632855711193) | > loss_disc_real_3: 0.18493840098381042 (0.2027664973135412) | > loss_disc_real_4: 0.20404845476150513 (0.19648851693546684) | > loss_disc_real_5: 0.15273882448673248 (0.20063188933107975) | > loss_0: 2.0226895809173584 (2.1765333614210154) | > grad_norm_0: tensor(62.1763, device='cuda:0') (tensor(33.7027, device='cuda:0')) | > loss_gen: 2.8899271488189697 (2.816924145621975) | > loss_kl: 1.7002882957458496 (1.7850081468150563) | > loss_feat: 9.715365409851074 (8.395007387565002) | > loss_mel: 13.61553955078125 (13.557158915665898) | > loss_duration: 1.669167160987854 (1.704533328975204) | > amp_scaler: 128.0 (186.86131386861314) | > loss_1: 29.590286254882812 (28.2586318663437) | > grad_norm_1: tensor(780.1736, device='cuda:0') (tensor(770.9587, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8151 (0.8462534107431008) | > loader_time: 0.0088 (0.009766516024178832)  --> TIME: 2025-05-09 05:44:10 -- STEP: 187/725 -- GLOBAL_STEP: 112750 | > loss_disc: 2.0451343059539795 (2.1815320686860544) | > loss_disc_real_0: 0.16330423951148987 (0.13103737666167037) | > loss_disc_real_1: 0.20130477845668793 (0.19409368254921652) | > loss_disc_real_2: 0.1614849716424942 (0.19050017549073633) | > loss_disc_real_3: 0.17477746307849884 (0.20229921980018922) | > loss_disc_real_4: 0.18631397187709808 (0.19579678694194652) | > loss_disc_real_5: 0.1926749050617218 (0.19977291310853504) | > loss_0: 2.0451343059539795 (2.1815320686860544) | > grad_norm_0: tensor(80.2874, device='cuda:0') (tensor(34.3476, device='cuda:0')) | > loss_gen: 3.083967447280884 (2.8164462086988635) | > loss_kl: 1.9187484979629517 (1.7859527006506282) | > loss_feat: 9.773969650268555 (8.410709947188266) | > loss_mel: 15.503637313842773 (13.61246950486127) | > loss_duration: 1.7159137725830078 (1.70483425211779) | > amp_scaler: 128.0 (171.12299465240645) | > loss_1: 31.99623680114746 (28.330412584192608) | > grad_norm_1: tensor(904.0063, device='cuda:0') (tensor(763.1157, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8496 (0.8461069066256763) | > loader_time: 0.0096 (0.009784179575303018)  --> TIME: 2025-05-09 05:44:54 -- STEP: 237/725 -- GLOBAL_STEP: 112800 | > loss_disc: 2.0579872131347656 (2.1861956431392895) | > loss_disc_real_0: 0.0891343429684639 (0.13213036479703488) | > loss_disc_real_1: 0.21057173609733582 (0.19431240517127363) | > loss_disc_real_2: 0.1897747814655304 (0.19064460939998867) | > loss_disc_real_3: 0.21809902787208557 (0.2029554962734633) | > loss_disc_real_4: 0.19418372213840485 (0.1967995445939559) | > loss_disc_real_5: 0.2120686173439026 (0.19994461416946688) | > loss_0: 2.0579872131347656 (2.1861956431392895) | > grad_norm_0: tensor(29.6484, device='cuda:0') (tensor(34.1592, device='cuda:0')) | > loss_gen: 2.9898557662963867 (2.8100448006819065) | > loss_kl: 2.0729520320892334 (1.7866137953247199) | > loss_feat: 9.709573745727539 (8.371595525540375) | > loss_mel: 15.356246948242188 (13.532119352606278) | > loss_duration: 1.6999605894088745 (1.7042337701290473) | > amp_scaler: 128.0 (162.02531645569627) | > loss_1: 31.828588485717773 (28.20460718694115) | > grad_norm_1: tensor(859.9723, device='cuda:0') (tensor(749.2743, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8096 (0.84770521332946) | > loader_time: 0.0092 (0.009837132465990283)  --> TIME: 2025-05-09 05:45:36 -- STEP: 287/725 -- GLOBAL_STEP: 112850 | > loss_disc: 2.0661706924438477 (2.1900865092925508) | > loss_disc_real_0: 0.09951811283826828 (0.13233135752250097) | > loss_disc_real_1: 0.19275851547718048 (0.19462782154930597) | > loss_disc_real_2: 0.2048550844192505 (0.1913107480944657) | > loss_disc_real_3: 0.21842323243618011 (0.2030127830413991) | > loss_disc_real_4: 0.15680629014968872 (0.19678324974995456) | > loss_disc_real_5: 0.18842698633670807 (0.20026631772725845) | > loss_0: 2.0661706924438477 (2.1900865092925508) | > grad_norm_0: tensor(33.6627, device='cuda:0') (tensor(33.8621, device='cuda:0')) | > loss_gen: 3.047180414199829 (2.8056646664383518) | > loss_kl: 1.6077134609222412 (1.7818615482243927) | > loss_feat: 9.309938430786133 (8.363425475795088) | > loss_mel: 14.440282821655273 (13.543122620532738) | > loss_duration: 1.7238825559616089 (1.7055107807863885) | > amp_scaler: 128.0 (156.0975609756098) | > loss_1: 30.128997802734375 (28.199585067270522) | > grad_norm_1: tensor(742.0840, device='cuda:0') (tensor(750.1332, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8095 (0.8461780315492209) | > loader_time: 0.0095 (0.009831855521384847)  --> TIME: 2025-05-09 05:46:20 -- STEP: 337/725 -- GLOBAL_STEP: 112900 | > loss_disc: 2.2293155193328857 (2.198473820700491) | > loss_disc_real_0: 0.1310453861951828 (0.1346120929417341) | > loss_disc_real_1: 0.20535708963871002 (0.19531895268918503) | > loss_disc_real_2: 0.20728325843811035 (0.1915434093079156) | > loss_disc_real_3: 0.22210551798343658 (0.20290453426915744) | > loss_disc_real_4: 0.21298883855342865 (0.19736258026754114) | > loss_disc_real_5: 0.2096186727285385 (0.20035562104924143) | > loss_0: 2.2293155193328857 (2.198473820700491) | > grad_norm_0: tensor(27.0775, device='cuda:0') (tensor(33.9798, device='cuda:0')) | > loss_gen: 2.8125460147857666 (2.7958754990857866) | > loss_kl: 1.8240513801574707 (1.7784299666520749) | > loss_feat: 8.281251907348633 (8.332214655437525) | > loss_mel: 13.482328414916992 (13.540938182117678) | > loss_duration: 1.6932554244995117 (1.7051712989099659) | > amp_scaler: 128.0 (151.9287833827894) | > loss_1: 28.093433380126953 (28.152629546666358) | > grad_norm_1: tensor(1012.6527, device='cuda:0') (tensor(731.9583, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8905 (0.8472085628735909) | > loader_time: 0.0099 (0.009832539968745292)  --> TIME: 2025-05-09 05:47:03 -- STEP: 387/725 -- GLOBAL_STEP: 112950 | > loss_disc: 2.119108200073242 (2.2004926407984073) | > loss_disc_real_0: 0.08558031171560287 (0.13544722482831598) | > loss_disc_real_1: 0.19774499535560608 (0.19552613463666707) | > loss_disc_real_2: 0.1975613236427307 (0.19151014205097225) | > loss_disc_real_3: 0.23950381577014923 (0.2027506937660296) | > loss_disc_real_4: 0.23123008012771606 (0.19747833306937254) | > loss_disc_real_5: 0.17271482944488525 (0.20085841290248457) | > loss_0: 2.119108200073242 (2.2004926407984073) | > grad_norm_0: tensor(31.5742, device='cuda:0') (tensor(33.8758, device='cuda:0')) | > loss_gen: 2.966660261154175 (2.7925326700974495) | > loss_kl: 1.6839933395385742 (1.7765683385444857) | > loss_feat: 9.571446418762207 (8.33100429061771) | > loss_mel: 14.638300895690918 (13.574196445849514) | > loss_duration: 1.7671056985855103 (1.7059811279755233) | > amp_scaler: 128.0 (148.83720930232562) | > loss_1: 30.627506256103516 (28.18028282934381) | > grad_norm_1: tensor(987.3010, device='cuda:0') (tensor(735.8091, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8461 (0.8467966130229543) | > loader_time: 0.0093 (0.00979675310218673)  --> TIME: 2025-05-09 05:47:45 -- STEP: 437/725 -- GLOBAL_STEP: 113000 | > loss_disc: 2.144265651702881 (2.1984617309112022) | > loss_disc_real_0: 0.11380968987941742 (0.13487322950731429) | > loss_disc_real_1: 0.1712164431810379 (0.19509661320417918) | > loss_disc_real_2: 0.17986781895160675 (0.1914603481712821) | > loss_disc_real_3: 0.19495022296905518 (0.20244470126159678) | > loss_disc_real_4: 0.18310712277889252 (0.19723886940244678) | > loss_disc_real_5: 0.18112115561962128 (0.20091924913551495) | > loss_0: 2.144265651702881 (2.1984617309112022) | > grad_norm_0: tensor(35.3494, device='cuda:0') (tensor(33.8514, device='cuda:0')) | > loss_gen: 2.876896619796753 (2.795431927630776) | > loss_kl: 1.7762033939361572 (1.773110826719271) | > loss_feat: 9.517822265625 (8.357149687184341) | > loss_mel: 15.504738807678223 (13.605100684089573) | > loss_duration: 1.6725295782089233 (1.7060440001280415) | > amp_scaler: 128.0 (146.45308924485153) | > loss_1: 31.348188400268555 (28.236837116477147) | > grad_norm_1: tensor(223.1539, device='cuda:0') (tensor(738.6443, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8844 (0.846522181748798) | > loader_time: 0.0111 (0.009808827865041907) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_113000.pth  --> TIME: 2025-05-09 05:48:31 -- STEP: 487/725 -- GLOBAL_STEP: 113050 | > loss_disc: 2.2516322135925293 (2.1982301267999906) | > loss_disc_real_0: 0.2082018405199051 (0.13573345465459374) | > loss_disc_real_1: 0.1878349930047989 (0.19497075422955737) | > loss_disc_real_2: 0.19229193031787872 (0.19145411580372637) | > loss_disc_real_3: 0.20716045796871185 (0.2021208235064571) | > loss_disc_real_4: 0.20450784265995026 (0.19706433145539717) | > loss_disc_real_5: 0.20530807971954346 (0.20079232923671206) | > loss_0: 2.2516322135925293 (2.1982301267999906) | > grad_norm_0: tensor(60.3822, device='cuda:0') (tensor(34.5626, device='cuda:0')) | > loss_gen: 2.857511281967163 (2.7940741956111586) | > loss_kl: 1.7006858587265015 (1.7699735358020854) | > loss_feat: 8.570292472839355 (8.336344760056626) | > loss_mel: 12.420010566711426 (13.582554731036113) | > loss_duration: 1.7106387615203857 (1.7072381175274234) | > amp_scaler: 128.0 (144.5585215605752) | > loss_1: 27.259138107299805 (28.190185347132125) | > grad_norm_1: tensor(741.0514, device='cuda:0') (tensor(747.4545, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8081 (0.8478962797403823) | > loader_time: 0.0093 (0.009811198197351096)  --> TIME: 2025-05-09 05:49:15 -- STEP: 537/725 -- GLOBAL_STEP: 113100 | > loss_disc: 2.2542192935943604 (2.199348959176901) | > loss_disc_real_0: 0.13600967824459076 (0.1357458347742562) | > loss_disc_real_1: 0.18927451968193054 (0.19498428269471538) | > loss_disc_real_2: 0.1885785460472107 (0.1914326871573592) | > loss_disc_real_3: 0.21548259258270264 (0.2023350142455856) | > loss_disc_real_4: 0.20686034858226776 (0.19706661985351165) | > loss_disc_real_5: 0.1962329000234604 (0.20114675733075246) | > loss_0: 2.2542192935943604 (2.199348959176901) | > grad_norm_0: tensor(36.1675, device='cuda:0') (tensor(34.3267, device='cuda:0')) | > loss_gen: 2.6334140300750732 (2.794177306652957) | > loss_kl: 1.816857933998108 (1.768464808135503) | > loss_feat: 8.161279678344727 (8.337551730527101) | > loss_mel: 13.513091087341309 (13.58598794351077) | > loss_duration: 1.732724666595459 (1.7082983985737497) | > amp_scaler: 128.0 (143.0167597765366) | > loss_1: 27.85736846923828 (28.19448021403904) | > grad_norm_1: tensor(208.1149, device='cuda:0') (tensor(742.9808, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.84 (0.8480986589826018) | > loader_time: 0.0092 (0.009814031075276917)  --> TIME: 2025-05-09 05:49:58 -- STEP: 587/725 -- GLOBAL_STEP: 113150 | > loss_disc: 2.2114193439483643 (2.1988918253266645) | > loss_disc_real_0: 0.10362027585506439 (0.13584425351130297) | > loss_disc_real_1: 0.18511125445365906 (0.19476554163269938) | > loss_disc_real_2: 0.16496823728084564 (0.1911718966709085) | > loss_disc_real_3: 0.20362551510334015 (0.20235325071129315) | > loss_disc_real_4: 0.17112934589385986 (0.1969162038126024) | > loss_disc_real_5: 0.17417314648628235 (0.2012735012747361) | > loss_0: 2.2114193439483643 (2.1988918253266645) | > grad_norm_0: tensor(21.9874, device='cuda:0') (tensor(34.3549, device='cuda:0')) | > loss_gen: 2.8080594539642334 (2.793040336092245) | > loss_kl: 1.7008017301559448 (1.7673749097161235) | > loss_feat: 8.808499336242676 (8.343738463302675) | > loss_mel: 15.27597427368164 (13.587088490669728) | > loss_duration: 1.6955183744430542 (1.708301075069422) | > amp_scaler: 128.0 (141.7376490630326) | > loss_1: 30.28885269165039 (28.199543314451255) | > grad_norm_1: tensor(486.7793, device='cuda:0') (tensor(745.1238, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8525 (0.8480617313612466) | > loader_time: 0.0098 (0.009815914667444702)  --> TIME: 2025-05-09 05:50:41 -- STEP: 637/725 -- GLOBAL_STEP: 113200 | > loss_disc: 1.957269549369812 (2.196684356574175) | > loss_disc_real_0: 0.0733630359172821 (0.13527306535367511) | > loss_disc_real_1: 0.18276850879192352 (0.19471116415466203) | > loss_disc_real_2: 0.15462760627269745 (0.19098482036515732) | > loss_disc_real_3: 0.20772594213485718 (0.20229201339290506) | > loss_disc_real_4: 0.16710379719734192 (0.1969935763013232) | > loss_disc_real_5: 0.1384258270263672 (0.20092331167760785) | > loss_0: 1.957269549369812 (2.196684356574175) | > grad_norm_0: tensor(64.7639, device='cuda:0') (tensor(34.5448, device='cuda:0')) | > loss_gen: 3.1541049480438232 (2.796535666359463) | > loss_kl: 1.7643221616744995 (1.768971332014075) | > loss_feat: 10.745538711547852 (8.362441955967618) | > loss_mel: 16.247127532958984 (13.60722285200325) | > loss_duration: 1.6791298389434814 (1.7088897413511301) | > amp_scaler: 128.0 (140.65934065934084) | > loss_1: 33.5902214050293 (28.244061594293854) | > grad_norm_1: tensor(1159.6108, device='cuda:0') (tensor(748.3425, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8449 (0.8482763572615024) | > loader_time: 0.0097 (0.009826812489627848)  --> TIME: 2025-05-09 05:51:24 -- STEP: 687/725 -- GLOBAL_STEP: 113250 | > loss_disc: 2.3562588691711426 (2.197903937647958) | > loss_disc_real_0: 0.12378623336553574 (0.1352552216733214) | > loss_disc_real_1: 0.22921130061149597 (0.19485237771506922) | > loss_disc_real_2: 0.2189396470785141 (0.1912394916039542) | > loss_disc_real_3: 0.1923263818025589 (0.20242505580230225) | > loss_disc_real_4: 0.19463540613651276 (0.19723504679779125) | > loss_disc_real_5: 0.21540763974189758 (0.20081916544721984) | > loss_0: 2.3562588691711426 (2.197903937647958) | > grad_norm_0: tensor(53.5171, device='cuda:0') (tensor(34.8363, device='cuda:0')) | > loss_gen: 2.4600508213043213 (2.7967978665575357) | > loss_kl: 1.808375597000122 (1.7654563145172475) | > loss_feat: 6.62260103225708 (8.362027431332542) | > loss_mel: 11.890198707580566 (13.609325492225874) | > loss_duration: 1.7224810123443604 (1.7094156162534055) | > amp_scaler: 128.0 (139.7379912663758) | > loss_1: 24.503705978393555 (28.243022757673195) | > grad_norm_1: tensor(695.0350, device='cuda:0') (tensor(749.1302, device='cuda:0')) | > current_lr_0: 0.0001977130323314455 | > current_lr_1: 0.0001977130323314455 | > step_time: 0.8641 (0.8480118379495727) | > loader_time: 0.0098 (0.00983077331054331)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9495508670806885 (1.9495508670806885) | > loss_disc_real_0: 0.08499469608068466 (0.08499469608068466) | > loss_disc_real_1: 0.19239361584186554 (0.19239361584186554) | > loss_disc_real_2: 0.1951277256011963 (0.1951277256011963) | > loss_disc_real_3: 0.1700219213962555 (0.1700219213962555) | > loss_disc_real_4: 0.20104701817035675 (0.20104701817035675) | > loss_disc_real_5: 0.19186373054981232 (0.19186373054981232) | > loss_0: 1.9495508670806885 (1.9495508670806885) | > loss_gen: 3.148336172103882 (3.148336172103882) | > loss_kl: 2.157909393310547 (2.157909393310547) | > loss_feat: 9.362990379333496 (9.362990379333496) | > loss_mel: 16.11899185180664 (16.11899185180664) | > loss_duration: 1.6625055074691772 (1.6625055074691772) | > loss_1: 32.45073318481445 (32.45073318481445)  --> STEP: 1 | > loss_disc: 2.3420166969299316 (2.3420166969299316) | > loss_disc_real_0: 0.11730367690324783 (0.11730367690324783) | > loss_disc_real_1: 0.23024912178516388 (0.23024912178516388) | > loss_disc_real_2: 0.23001883924007416 (0.23001883924007416) | > loss_disc_real_3: 0.1780949831008911 (0.1780949831008911) | > loss_disc_real_4: 0.20435859262943268 (0.20435859262943268) | > loss_disc_real_5: 0.25499433279037476 (0.25499433279037476) | > loss_0: 2.3420166969299316 (2.3420166969299316) | > loss_gen: 2.624922275543213 (2.624922275543213) | > loss_kl: 2.000171422958374 (2.000171422958374) | > loss_feat: 6.88700532913208 (6.88700532913208) | > loss_mel: 11.927663803100586 (11.927663803100586) | > loss_duration: 1.7713085412979126 (1.7713085412979126) | > loss_1: 25.211071014404297 (25.211071014404297)  --> STEP: 2 | > loss_disc: 1.928846836090088 (2.1354317665100098) | > loss_disc_real_0: 0.08391571789979935 (0.10060969740152359) | > loss_disc_real_1: 0.17494961619377136 (0.20259936898946762) | > loss_disc_real_2: 0.18927709758281708 (0.20964796841144562) | > loss_disc_real_3: 0.15305514633655548 (0.1655750647187233) | > loss_disc_real_4: 0.20582866668701172 (0.2050936296582222) | > loss_disc_real_5: 0.19897869229316711 (0.22698651254177094) | > loss_0: 1.928846836090088 (2.1354317665100098) | > loss_gen: 3.1987648010253906 (2.9118435382843018) | > loss_kl: 1.7858922481536865 (1.8930318355560303) | > loss_feat: 10.002342224121094 (8.444673776626587) | > loss_mel: 16.2493953704834 (14.088529586791992) | > loss_duration: 1.8125344514846802 (1.7919214963912964) | > loss_1: 33.04893112182617 (29.130001068115234)  --> STEP: 3 | > loss_disc: 2.2187681198120117 (2.1632105509440103) | > loss_disc_real_0: 0.12031599879264832 (0.1071784645318985) | > loss_disc_real_1: 0.2238825261592865 (0.20969375471274057) | > loss_disc_real_2: 0.21186594665050507 (0.2103872944911321) | > loss_disc_real_3: 0.16551509499549866 (0.16555507481098175) | > loss_disc_real_4: 0.2124740034341812 (0.20755375425020853) | > loss_disc_real_5: 0.22780653834342957 (0.22725985447565714) | > loss_0: 2.2187681198120117 (2.1632105509440103) | > loss_gen: 2.8031938076019287 (2.8756269613901773) | > loss_kl: 2.0047991275787354 (1.9302875995635986) | > loss_feat: 7.904587745666504 (8.264645099639893) | > loss_mel: 12.965456008911133 (13.714171727498373) | > loss_duration: 1.7902283668518066 (1.791357119878133) | > loss_1: 27.468265533447266 (28.57608922322591)  --> STEP: 4 | > loss_disc: 2.2709803581237793 (2.1901530027389526) | > loss_disc_real_0: 0.10805551707744598 (0.10739772766828537) | > loss_disc_real_1: 0.2168225347995758 (0.2114759497344494) | > loss_disc_real_2: 0.2273445576429367 (0.21462661027908325) | > loss_disc_real_3: 0.16429917514324188 (0.16524109989404678) | > loss_disc_real_4: 0.21024543046951294 (0.20822667330503464) | > loss_disc_real_5: 0.20450185239315033 (0.22157035395503044) | > loss_0: 2.2709803581237793 (2.1901530027389526) | > loss_gen: 2.5403594970703125 (2.791810095310211) | > loss_kl: 1.932134747505188 (1.930749386548996) | > loss_feat: 7.568197727203369 (8.090533256530762) | > loss_mel: 11.401254653930664 (13.135942459106445) | > loss_duration: 1.7488912343978882 (1.780740648508072) | > loss_1: 25.190839767456055 (27.729776859283447) --> EVAL PERFORMANCE | > avg_loader_time: 0.2755250334739685 (+0.0019519329071044922) | > avg_loss_disc: 2.1901530027389526 (-0.10535115003585815) | > avg_loss_disc_real_0: 0.10739772766828537 (-0.028635703027248383) | > avg_loss_disc_real_1: 0.2114759497344494 (+0.05678153410553932) | > avg_loss_disc_real_2: 0.21462661027908325 (+0.03737983480095863) | > avg_loss_disc_real_3: 0.16524109989404678 (-0.05482116714119911) | > avg_loss_disc_real_4: 0.20822667330503464 (+0.01243799552321434) | > avg_loss_disc_real_5: 0.22157035395503044 (-0.018334154039621353) | > avg_loss_0: 2.1901530027389526 (-0.10535115003585815) | > avg_loss_gen: 2.791810095310211 (+0.4167117476463318) | > avg_loss_kl: 1.930749386548996 (-0.019064635038375854) | > avg_loss_feat: 8.090533256530762 (+0.3513829708099365) | > avg_loss_mel: 13.135942459106445 (-0.6417210102081299) | > avg_loss_duration: 1.780740648508072 (+0.0089377760887146) | > avg_loss_1: 27.729776859283447 (+0.11624908447265625)  > EPOCH: 93/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 05:52:03)   --> TIME: 2025-05-09 05:52:15 -- STEP: 12/725 -- GLOBAL_STEP: 113300 | > loss_disc: 2.0942630767822266 (2.2040401101112366) | > loss_disc_real_0: 0.143386110663414 (0.14053857885301113) | > loss_disc_real_1: 0.20753903687000275 (0.19901412725448608) | > loss_disc_real_2: 0.22350533306598663 (0.1902948940793673) | > loss_disc_real_3: 0.2338932603597641 (0.20962338522076607) | > loss_disc_real_4: 0.20842300355434418 (0.19206532339255014) | > loss_disc_real_5: 0.16956350207328796 (0.18897980079054832) | > loss_0: 2.0942630767822266 (2.2040401101112366) | > grad_norm_0: tensor(53.3414, device='cuda:0') (tensor(41.4023, device='cuda:0')) | > loss_gen: 2.974487543106079 (2.9150627056757608) | > loss_kl: 1.8164116144180298 (1.8329582909742992) | > loss_feat: 9.591867446899414 (8.995546221733093) | > loss_mel: 15.455077171325684 (14.5916907787323) | > loss_duration: 1.7487552165985107 (1.7137126326560974) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.586599349975586 (30.048970222473145) | > grad_norm_1: tensor(1037.2721, device='cuda:0') (tensor(746.5077, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8423 (0.8332600196202596) | > loader_time: 0.0094 (0.009923299153645834)  --> TIME: 2025-05-09 05:52:58 -- STEP: 62/725 -- GLOBAL_STEP: 113350 | > loss_disc: 2.275893211364746 (2.1830546529062325) | > loss_disc_real_0: 0.10932009667158127 (0.12857102278259488) | > loss_disc_real_1: 0.20325210690498352 (0.19546436302123532) | > loss_disc_real_2: 0.1729428917169571 (0.1879431050150625) | > loss_disc_real_3: 0.1827244758605957 (0.20118957109028293) | > loss_disc_real_4: 0.21054841578006744 (0.19747596065844258) | > loss_disc_real_5: 0.19371537864208221 (0.19876680138611025) | > loss_0: 2.275893211364746 (2.1830546529062325) | > grad_norm_0: tensor(34.9151, device='cuda:0') (tensor(32.8609, device='cuda:0')) | > loss_gen: 2.4731547832489014 (2.8178771349691574) | > loss_kl: 1.621167778968811 (1.7349429149781503) | > loss_feat: 7.532939910888672 (8.49972804900138) | > loss_mel: 12.863308906555176 (13.767228203435097) | > loss_duration: 1.767272710800171 (1.707426296126458) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.257844924926758 (28.527202821546986) | > grad_norm_1: tensor(1086.2999, device='cuda:0') (tensor(787.3917, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8601 (0.8501599642538256) | > loader_time: 0.0096 (0.010062640713107201)  --> TIME: 2025-05-09 05:53:42 -- STEP: 112/725 -- GLOBAL_STEP: 113400 | > loss_disc: 2.127424955368042 (2.1924517974257465) | > loss_disc_real_0: 0.1510598361492157 (0.1323510121021951) | > loss_disc_real_1: 0.20981696248054504 (0.19574161658861808) | > loss_disc_real_2: 0.20815154910087585 (0.19018041528761387) | > loss_disc_real_3: 0.21277932822704315 (0.20064263511449099) | > loss_disc_real_4: 0.21179208159446716 (0.19731029708470613) | > loss_disc_real_5: 0.19239550828933716 (0.19893489498645067) | > loss_0: 2.127424955368042 (2.1924517974257465) | > grad_norm_0: tensor(44.6282, device='cuda:0') (tensor(33.7282, device='cuda:0')) | > loss_gen: 3.016657829284668 (2.7959682813712528) | > loss_kl: 1.6672461032867432 (1.7332530905093466) | > loss_feat: 8.22970199584961 (8.318983043943133) | > loss_mel: 13.382829666137695 (13.55728223494121) | > loss_duration: 1.702102780342102 (1.711479785186904) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.998538970947266 (28.116966707365854) | > grad_norm_1: tensor(811.0095, device='cuda:0') (tensor(797.5043, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8287 (0.8507859792028155) | > loader_time: 0.0098 (0.010068691202572417)  --> TIME: 2025-05-09 05:54:25 -- STEP: 162/725 -- GLOBAL_STEP: 113450 | > loss_disc: 2.5009331703186035 (2.1932968982943786) | > loss_disc_real_0: 0.2614898979663849 (0.133347734486983) | > loss_disc_real_1: 0.2003745436668396 (0.19485690150363943) | > loss_disc_real_2: 0.2255755215883255 (0.19031252601632362) | > loss_disc_real_3: 0.21480222046375275 (0.20088362951337552) | > loss_disc_real_4: 0.2167212963104248 (0.19752878217417513) | > loss_disc_real_5: 0.25281810760498047 (0.19976671490772271) | > loss_0: 2.5009331703186035 (2.1932968982943786) | > grad_norm_0: tensor(63.0610, device='cuda:0') (tensor(34.8502, device='cuda:0')) | > loss_gen: 2.4763035774230957 (2.797899939395763) | > loss_kl: 1.7980493307113647 (1.7327091252362286) | > loss_feat: 6.037586212158203 (8.317602345972885) | > loss_mel: 11.319292068481445 (13.534703248812825) | > loss_duration: 1.6675198078155518 (1.7117705050809884) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.298751831054688 (28.094685460314338) | > grad_norm_1: tensor(389.8571, device='cuda:0') (tensor(789.3944, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8368 (0.8514279686374429) | > loader_time: 0.0096 (0.010106984479927724)  --> TIME: 2025-05-09 05:55:08 -- STEP: 212/725 -- GLOBAL_STEP: 113500 | > loss_disc: 2.328641414642334 (2.201851839726828) | > loss_disc_real_0: 0.13612881302833557 (0.13629374206769013) | > loss_disc_real_1: 0.18563471734523773 (0.19541961003868086) | > loss_disc_real_2: 0.21182289719581604 (0.19106450972129707) | > loss_disc_real_3: 0.20185591280460358 (0.2013636781781349) | > loss_disc_real_4: 0.21784460544586182 (0.19722611527397943) | > loss_disc_real_5: 0.20105771720409393 (0.20050539062270578) | > loss_0: 2.328641414642334 (2.201851839726828) | > grad_norm_0: tensor(65.8644, device='cuda:0') (tensor(33.6609, device='cuda:0')) | > loss_gen: 2.5915420055389404 (2.7815007353728674) | > loss_kl: 1.5764838457107544 (1.7303965772097964) | > loss_feat: 7.505619525909424 (8.276958787216333) | > loss_mel: 12.853046417236328 (13.523697866583769) | > loss_duration: 1.7301170825958252 (1.7103632019375854) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.25680923461914 (28.02291738762046) | > grad_norm_1: tensor(744.3503, device='cuda:0') (tensor(767.6249, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8455 (0.8519412267882869) | > loader_time: 0.0104 (0.010092159487166494)  --> TIME: 2025-05-09 05:55:51 -- STEP: 262/725 -- GLOBAL_STEP: 113550 | > loss_disc: 2.1828207969665527 (2.202121144487659) | > loss_disc_real_0: 0.09115560352802277 (0.1364897327454945) | > loss_disc_real_1: 0.19845710694789886 (0.19527000541450412) | > loss_disc_real_2: 0.2018599957227707 (0.19172433541931264) | > loss_disc_real_3: 0.21880212426185608 (0.20134178600238478) | > loss_disc_real_4: 0.20847298204898834 (0.19688856687027076) | > loss_disc_real_5: 0.21295388042926788 (0.20113468812849686) | > loss_0: 2.1828207969665527 (2.202121144487659) | > grad_norm_0: tensor(34.0197, device='cuda:0') (tensor(34.3776, device='cuda:0')) | > loss_gen: 2.8151185512542725 (2.7823716392953886) | > loss_kl: 1.8077874183654785 (1.7384545693870719) | > loss_feat: 8.065638542175293 (8.275600984806326) | > loss_mel: 13.684462547302246 (13.543827599241531) | > loss_duration: 1.6850699186325073 (1.7114122023109262) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.058076858520508 (28.051667162480246) | > grad_norm_1: tensor(740.8537, device='cuda:0') (tensor(776.6657, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8794 (0.8500890959310168) | > loader_time: 0.0104 (0.010015979067969869)  --> TIME: 2025-05-09 05:56:34 -- STEP: 312/725 -- GLOBAL_STEP: 113600 | > loss_disc: 2.3497300148010254 (2.202021471582926) | > loss_disc_real_0: 0.07381048798561096 (0.13694154332654587) | > loss_disc_real_1: 0.20213063061237335 (0.1952372083488183) | > loss_disc_real_2: 0.18850789964199066 (0.19136725547604075) | > loss_disc_real_3: 0.2035389095544815 (0.20163694668847781) | > loss_disc_real_4: 0.1814742535352707 (0.1970707052506698) | > loss_disc_real_5: 0.196847066283226 (0.20039036401953447) | > loss_0: 2.3497300148010254 (2.202021471582926) | > grad_norm_0: tensor(32.4307, device='cuda:0') (tensor(35.7426, device='cuda:0')) | > loss_gen: 2.4622387886047363 (2.7921515924808316) | > loss_kl: 1.8979675769805908 (1.7449133170720859) | > loss_feat: 8.025066375732422 (8.300876842095304) | > loss_mel: 13.40694808959961 (13.584339441397251) | > loss_duration: 1.7044264078140259 (1.7106495407911448) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.496646881103516 (28.132930853427986) | > grad_norm_1: tensor(643.0358, device='cuda:0') (tensor(766.2532, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8417 (0.8488997358542222) | > loader_time: 0.0099 (0.009956060311733147)  --> TIME: 2025-05-09 05:57:17 -- STEP: 362/725 -- GLOBAL_STEP: 113650 | > loss_disc: 2.1111950874328613 (2.1995859465546372) | > loss_disc_real_0: 0.19902881979942322 (0.1360821905880342) | > loss_disc_real_1: 0.17109674215316772 (0.19524835408227878) | > loss_disc_real_2: 0.1882631629705429 (0.19105789658114397) | > loss_disc_real_3: 0.16586126387119293 (0.20186754427232795) | > loss_disc_real_4: 0.17005431652069092 (0.19695022706333448) | > loss_disc_real_5: 0.19760943949222565 (0.2006489865852324) | > loss_0: 2.1111950874328613 (2.1995859465546372) | > grad_norm_0: tensor(60.6998, device='cuda:0') (tensor(34.8232, device='cuda:0')) | > loss_gen: 2.9081809520721436 (2.790024146849279) | > loss_kl: 1.811425805091858 (1.743362115232984) | > loss_feat: 8.129995346069336 (8.304484607106406) | > loss_mel: 13.24366283416748 (13.576181398570867) | > loss_duration: 1.6442064046859741 (1.7095940402858165) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.737472534179688 (28.123646435816642) | > grad_norm_1: tensor(949.8889, device='cuda:0') (tensor(762.7782, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8432 (0.8488302178145772) | > loader_time: 0.0094 (0.00993045127194231)  --> TIME: 2025-05-09 05:58:00 -- STEP: 412/725 -- GLOBAL_STEP: 113700 | > loss_disc: 2.095834970474243 (2.1977461975755035) | > loss_disc_real_0: 0.1287786066532135 (0.13508537449666014) | > loss_disc_real_1: 0.17810042202472687 (0.19513518370470953) | > loss_disc_real_2: 0.19421958923339844 (0.19093164049305963) | > loss_disc_real_3: 0.20968692004680634 (0.20221931635610108) | > loss_disc_real_4: 0.22925730049610138 (0.19717945936090742) | > loss_disc_real_5: 0.2092714160680771 (0.20027068669645529) | > loss_0: 2.095834970474243 (2.1977461975755035) | > grad_norm_0: tensor(25.0697, device='cuda:0') (tensor(34.4334, device='cuda:0')) | > loss_gen: 2.890594005584717 (2.7905581234728247) | > loss_kl: 1.8796466588974 (1.7447291248053023) | > loss_feat: 10.049710273742676 (8.308728259743992) | > loss_mel: 15.637962341308594 (13.568340428824564) | > loss_duration: 1.699112892150879 (1.7096982800844804) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.15702438354492 (28.122054312993022) | > grad_norm_1: tensor(965.4286, device='cuda:0') (tensor(762.3427, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.837 (0.8487518221429251) | > loader_time: 0.0101 (0.009926001423770951)  --> TIME: 2025-05-09 05:58:43 -- STEP: 462/725 -- GLOBAL_STEP: 113750 | > loss_disc: 2.1557083129882812 (2.1949351339629204) | > loss_disc_real_0: 0.08345729112625122 (0.13405561934172844) | > loss_disc_real_1: 0.20317189395427704 (0.19501508969120132) | > loss_disc_real_2: 0.1921590119600296 (0.1908273110529045) | > loss_disc_real_3: 0.2279966026544571 (0.20195018964541422) | > loss_disc_real_4: 0.2157129943370819 (0.19705860529627123) | > loss_disc_real_5: 0.20793865621089935 (0.20034468264290778) | > loss_0: 2.1557083129882812 (2.1949351339629204) | > grad_norm_0: tensor(34.4935, device='cuda:0') (tensor(34.6311, device='cuda:0')) | > loss_gen: 2.9382615089416504 (2.794884479923166) | > loss_kl: 1.8709638118743896 (1.744895519374253) | > loss_feat: 8.805266380310059 (8.335368840725396) | > loss_mel: 14.64788818359375 (13.593543768961192) | > loss_duration: 1.7693551778793335 (1.7096464004351464) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.031736373901367 (28.178339099471188) | > grad_norm_1: tensor(977.1600, device='cuda:0') (tensor(761.7252, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8052 (0.8480042802306996) | > loader_time: 0.0096 (0.00989947122928901)  --> TIME: 2025-05-09 05:59:26 -- STEP: 512/725 -- GLOBAL_STEP: 113800 | > loss_disc: 2.3064517974853516 (2.19701365288347) | > loss_disc_real_0: 0.1610492318868637 (0.13397156432620244) | > loss_disc_real_1: 0.18637582659721375 (0.1951463583682198) | > loss_disc_real_2: 0.1833122819662094 (0.19085544830886647) | > loss_disc_real_3: 0.18885089457035065 (0.2020841718185693) | > loss_disc_real_4: 0.18219614028930664 (0.19707316043786707) | > loss_disc_real_5: 0.21167463064193726 (0.20068451602128332) | > loss_0: 2.3064517974853516 (2.19701365288347) | > grad_norm_0: tensor(42.9268, device='cuda:0') (tensor(34.7473, device='cuda:0')) | > loss_gen: 2.6650519371032715 (2.791034356225282) | > loss_kl: 1.738623857498169 (1.7472555653657764) | > loss_feat: 7.884397029876709 (8.310176617465913) | > loss_mel: 11.472149848937988 (13.573320161551237) | > loss_duration: 1.6711218357086182 (1.7102915898431093) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.431344985961914 (28.132078360766172) | > grad_norm_1: tensor(757.8060, device='cuda:0') (tensor(759.5486, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8389 (0.847961382009089) | > loader_time: 0.0101 (0.009896773379296071)  --> TIME: 2025-05-09 06:00:09 -- STEP: 562/725 -- GLOBAL_STEP: 113850 | > loss_disc: 2.4153013229370117 (2.1951239524787) | > loss_disc_real_0: 0.13843023777008057 (0.1334181820370548) | > loss_disc_real_1: 0.20440424978733063 (0.19477544632140423) | > loss_disc_real_2: 0.17779603600502014 (0.1906532257318072) | > loss_disc_real_3: 0.23479275405406952 (0.2022093520151763) | > loss_disc_real_4: 0.18312764167785645 (0.19716974154273803) | > loss_disc_real_5: 0.1860511600971222 (0.20040646145034088) | > loss_0: 2.4153013229370117 (2.1951239524787) | > grad_norm_0: tensor(41.4214, device='cuda:0') (tensor(34.7993, device='cuda:0')) | > loss_gen: 2.7101142406463623 (2.796153824948755) | > loss_kl: 1.7316620349884033 (1.7465892989864553) | > loss_feat: 8.046748161315918 (8.318722102141464) | > loss_mel: 13.422669410705566 (13.574089313317025) | > loss_duration: 1.6850861310958862 (1.7101950038794518) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.59627914428711 (28.14574960796859) | > grad_norm_1: tensor(97.8670, device='cuda:0') (tensor(754.7979, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8844 (0.8478310604536662) | > loader_time: 0.0095 (0.009883526381224502)  --> TIME: 2025-05-09 06:00:53 -- STEP: 612/725 -- GLOBAL_STEP: 113900 | > loss_disc: 2.3042142391204834 (2.1961147290429257) | > loss_disc_real_0: 0.14812280237674713 (0.1338104194675395) | > loss_disc_real_1: 0.2055797427892685 (0.1947985909197454) | > loss_disc_real_2: 0.21275418996810913 (0.19070193690119994) | > loss_disc_real_3: 0.19629541039466858 (0.20228966812487528) | > loss_disc_real_4: 0.21119780838489532 (0.19696921514335014) | > loss_disc_real_5: 0.21231962740421295 (0.20097234299759467) | > loss_0: 2.3042142391204834 (2.1961147290429257) | > grad_norm_0: tensor(41.5772, device='cuda:0') (tensor(34.5129, device='cuda:0')) | > loss_gen: 2.6021790504455566 (2.794712717626609) | > loss_kl: 1.8341789245605469 (1.7489227631123236) | > loss_feat: 6.847775459289551 (8.318259107521158) | > loss_mel: 12.218179702758789 (13.56930989533468) | > loss_duration: 1.6400301456451416 (1.7098452002784) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.142343521118164 (28.141049724778323) | > grad_norm_1: tensor(441.0323, device='cuda:0') (tensor(748.5402, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.808 (0.8480786190313452) | > loader_time: 0.0092 (0.009864216146905443)  --> TIME: 2025-05-09 06:01:35 -- STEP: 662/725 -- GLOBAL_STEP: 113950 | > loss_disc: 2.2149834632873535 (2.196513281127837) | > loss_disc_real_0: 0.1475023329257965 (0.13390705616317483) | > loss_disc_real_1: 0.2016609162092209 (0.1949305222833984) | > loss_disc_real_2: 0.20079612731933594 (0.19065300832162083) | > loss_disc_real_3: 0.20865675806999207 (0.20232111418175203) | > loss_disc_real_4: 0.19035808742046356 (0.1969974333155911) | > loss_disc_real_5: 0.20053179562091827 (0.2010565611035803) | > loss_0: 2.2149834632873535 (2.196513281127837) | > grad_norm_0: tensor(54.1645, device='cuda:0') (tensor(34.7387, device='cuda:0')) | > loss_gen: 2.7508363723754883 (2.7944038861467746) | > loss_kl: 1.884087324142456 (1.751823227391142) | > loss_feat: 8.108229637145996 (8.313883534370953) | > loss_mel: 12.377238273620605 (13.557056030838151) | > loss_duration: 1.704826831817627 (1.7104838584124855) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.825218200683594 (28.127650583618724) | > grad_norm_1: tensor(962.8073, device='cuda:0') (tensor(749.6055, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8717 (0.8476803540463174) | > loader_time: 0.0099 (0.00986878029169273)  --> TIME: 2025-05-09 06:02:19 -- STEP: 712/725 -- GLOBAL_STEP: 114000 | > loss_disc: 2.205716609954834 (2.1965288981962745) | > loss_disc_real_0: 0.09628739953041077 (0.13373009804008373) | > loss_disc_real_1: 0.1901608109474182 (0.1948488939009355) | > loss_disc_real_2: 0.2089444100856781 (0.19060910321520946) | > loss_disc_real_3: 0.21088437736034393 (0.20250725298282812) | > loss_disc_real_4: 0.21214835345745087 (0.1971311774732691) | > loss_disc_real_5: 0.21156343817710876 (0.20110621387034328) | > loss_0: 2.205716609954834 (2.1965288981962745) | > grad_norm_0: tensor(34.0675, device='cuda:0') (tensor(34.7634, device='cuda:0')) | > loss_gen: 2.8584578037261963 (2.794643804263531) | > loss_kl: 1.9797258377075195 (1.7555270963505414) | > loss_feat: 8.524049758911133 (8.314224056313542) | > loss_mel: 13.800745010375977 (13.550842056113682) | > loss_duration: 1.7103711366653442 (1.7101579018858035) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.873348236083984 (28.12539494707344) | > grad_norm_1: tensor(1020.8109, device='cuda:0') (tensor(753.2684, device='cuda:0')) | > current_lr_0: 0.00019768831820240408 | > current_lr_1: 0.00019768831820240408 | > step_time: 0.8128 (0.8477283866887682) | > loader_time: 0.0096 (0.009882577349630639) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_114000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2964839935302734 (2.2964839935302734) | > loss_disc_real_0: 0.11820143461227417 (0.11820143461227417) | > loss_disc_real_1: 0.18191519379615784 (0.18191519379615784) | > loss_disc_real_2: 0.19961252808570862 (0.19961252808570862) | > loss_disc_real_3: 0.17911715805530548 (0.17911715805530548) | > loss_disc_real_4: 0.22236701846122742 (0.22236701846122742) | > loss_disc_real_5: 0.19299203157424927 (0.19299203157424927) | > loss_0: 2.2964839935302734 (2.2964839935302734) | > loss_gen: 2.394700765609741 (2.394700765609741) | > loss_kl: 1.879318118095398 (1.879318118095398) | > loss_feat: 7.717919826507568 (7.717919826507568) | > loss_mel: 13.691354751586914 (13.691354751586914) | > loss_duration: 1.6766940355300903 (1.6766940355300903) | > loss_1: 27.359989166259766 (27.359989166259766)  --> STEP: 1 | > loss_disc: 2.300985813140869 (2.300985813140869) | > loss_disc_real_0: 0.12110605835914612 (0.12110605835914612) | > loss_disc_real_1: 0.19620855152606964 (0.19620855152606964) | > loss_disc_real_2: 0.19050754606723785 (0.19050754606723785) | > loss_disc_real_3: 0.16700300574302673 (0.16700300574302673) | > loss_disc_real_4: 0.21952888369560242 (0.21952888369560242) | > loss_disc_real_5: 0.19077152013778687 (0.19077152013778687) | > loss_0: 2.300985813140869 (2.300985813140869) | > loss_gen: 2.3545427322387695 (2.3545427322387695) | > loss_kl: 1.9284199476242065 (1.9284199476242065) | > loss_feat: 8.14018726348877 (8.14018726348877) | > loss_mel: 13.822554588317871 (13.822554588317871) | > loss_duration: 1.7552683353424072 (1.7552683353424072) | > loss_1: 28.000972747802734 (28.000972747802734)  --> STEP: 2 | > loss_disc: 2.155803918838501 (2.228394865989685) | > loss_disc_real_0: 0.13664919137954712 (0.12887762486934662) | > loss_disc_real_1: 0.18260489404201508 (0.18940672278404236) | > loss_disc_real_2: 0.15434442460536957 (0.1724259853363037) | > loss_disc_real_3: 0.14754778146743774 (0.15727539360523224) | > loss_disc_real_4: 0.22238165140151978 (0.2209552675485611) | > loss_disc_real_5: 0.19859470427036285 (0.19468311220407486) | > loss_0: 2.155803918838501 (2.228394865989685) | > loss_gen: 2.610990524291992 (2.482766628265381) | > loss_kl: 1.8035085201263428 (1.8659642338752747) | > loss_feat: 9.0362548828125 (8.588221073150635) | > loss_mel: 15.840825080871582 (14.831689834594727) | > loss_duration: 1.8285560607910156 (1.7919121980667114) | > loss_1: 31.120134353637695 (29.560553550720215)  --> STEP: 3 | > loss_disc: 2.3102660179138184 (2.255685249964396) | > loss_disc_real_0: 0.13995225727558136 (0.1325691690047582) | > loss_disc_real_1: 0.18588556349277496 (0.18823300302028656) | > loss_disc_real_2: 0.17906394600868225 (0.17463863889376322) | > loss_disc_real_3: 0.1612340658903122 (0.15859495103359222) | > loss_disc_real_4: 0.21110649406909943 (0.2176723430554072) | > loss_disc_real_5: 0.19251109659671783 (0.19395910700162253) | > loss_0: 2.3102660179138184 (2.255685249964396) | > loss_gen: 2.306379795074463 (2.4239710172017417) | > loss_kl: 1.9554287195205688 (1.8957857290903728) | > loss_feat: 7.024388790130615 (8.066943645477295) | > loss_mel: 12.696868896484375 (14.12008285522461) | > loss_duration: 1.788833737373352 (1.7908860445022583) | > loss_1: 25.77189826965332 (28.29766845703125)  --> STEP: 4 | > loss_disc: 2.23124098777771 (2.2495741844177246) | > loss_disc_real_0: 0.08688086271286011 (0.12114709243178368) | > loss_disc_real_1: 0.20543695986270905 (0.19253399223089218) | > loss_disc_real_2: 0.13922083377838135 (0.16578418761491776) | > loss_disc_real_3: 0.12753728032112122 (0.15083053335547447) | > loss_disc_real_4: 0.21742652356624603 (0.2176108881831169) | > loss_disc_real_5: 0.1696859449148178 (0.18789081647992134) | > loss_0: 2.23124098777771 (2.2495741844177246) | > loss_gen: 2.3533716201782227 (2.406321167945862) | > loss_kl: 1.8190523386001587 (1.8766023814678192) | > loss_feat: 10.053079605102539 (8.563477635383606) | > loss_mel: 15.204850196838379 (14.391274690628052) | > loss_duration: 1.740980625152588 (1.7784096896648407) | > loss_1: 31.171335220336914 (29.016085147857666) --> EVAL PERFORMANCE | > avg_loader_time: 0.2768300771713257 (+0.0013050436973571777) | > avg_loss_disc: 2.2495741844177246 (+0.05942118167877197) | > avg_loss_disc_real_0: 0.12114709243178368 (+0.013749364763498306) | > avg_loss_disc_real_1: 0.19253399223089218 (-0.018941957503557205) | > avg_loss_disc_real_2: 0.16578418761491776 (-0.0488424226641655) | > avg_loss_disc_real_3: 0.15083053335547447 (-0.014410566538572311) | > avg_loss_disc_real_4: 0.2176108881831169 (+0.009384214878082275) | > avg_loss_disc_real_5: 0.18789081647992134 (-0.0336795374751091) | > avg_loss_0: 2.2495741844177246 (+0.05942118167877197) | > avg_loss_gen: 2.406321167945862 (-0.38548892736434937) | > avg_loss_kl: 1.8766023814678192 (-0.05414700508117676) | > avg_loss_feat: 8.563477635383606 (+0.47294437885284424) | > avg_loss_mel: 14.391274690628052 (+1.2553322315216064) | > avg_loss_duration: 1.7784096896648407 (-0.002330958843231201) | > avg_loss_1: 29.016085147857666 (+1.2863082885742188)  > EPOCH: 94/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 06:02:38)   --> TIME: 2025-05-09 06:03:12 -- STEP: 37/725 -- GLOBAL_STEP: 114050 | > loss_disc: 2.173536539077759 (2.229564109364071) | > loss_disc_real_0: 0.1552928388118744 (0.15146104488018397) | > loss_disc_real_1: 0.18229889869689941 (0.1961665942862227) | > loss_disc_real_2: 0.16527216136455536 (0.19366489350795746) | > loss_disc_real_3: 0.20055514574050903 (0.20813500881195068) | > loss_disc_real_4: 0.18689514696598053 (0.19743362028856534) | > loss_disc_real_5: 0.24091050028800964 (0.19684473646653666) | > loss_0: 2.173536539077759 (2.229564109364071) | > grad_norm_0: tensor(31.4814, device='cuda:0') (tensor(43.4327, device='cuda:0')) | > loss_gen: 3.0087943077087402 (2.8340300804859884) | > loss_kl: 1.9027488231658936 (1.8031696596661129) | > loss_feat: 7.910515785217285 (8.386917861732275) | > loss_mel: 12.457720756530762 (13.623953174900365) | > loss_duration: 1.71787428855896 (1.7084340404819798) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.99765396118164 (28.356504749607396) | > grad_norm_1: tensor(392.7146, device='cuda:0') (tensor(635.4686, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8392 (0.8482702293911496) | > loader_time: 0.0096 (0.009869156657038507)  --> TIME: 2025-05-09 06:03:55 -- STEP: 87/725 -- GLOBAL_STEP: 114100 | > loss_disc: 2.2629406452178955 (2.2209645728955323) | > loss_disc_real_0: 0.1501937359571457 (0.13971963653276706) | > loss_disc_real_1: 0.1621689349412918 (0.19486025164182158) | > loss_disc_real_2: 0.16967207193374634 (0.1926044686429802) | > loss_disc_real_3: 0.20459824800491333 (0.20793508370032257) | > loss_disc_real_4: 0.22536791861057281 (0.198237067666547) | > loss_disc_real_5: 0.24586501717567444 (0.20073068484492684) | > loss_0: 2.2629406452178955 (2.2209645728955323) | > grad_norm_0: tensor(6.6257, device='cuda:0') (tensor(31.8613, device='cuda:0')) | > loss_gen: 2.624131441116333 (2.7832091238306855) | > loss_kl: 1.6638262271881104 (1.781066625967793) | > loss_feat: 7.890044212341309 (8.332679830748463) | > loss_mel: 13.7017822265625 (13.585734312561737) | > loss_duration: 1.6879429817199707 (1.7118710539806847) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.56772804260254 (28.194560938868033) | > grad_norm_1: tensor(384.3743, device='cuda:0') (tensor(607.0619, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8372 (0.8484515486092403) | > loader_time: 0.0091 (0.009833212556510132)  --> TIME: 2025-05-09 06:04:38 -- STEP: 137/725 -- GLOBAL_STEP: 114150 | > loss_disc: 2.0697951316833496 (2.212795603014257) | > loss_disc_real_0: 0.12337391823530197 (0.13482443194319735) | > loss_disc_real_1: 0.15141737461090088 (0.19478545201955924) | > loss_disc_real_2: 0.1649107187986374 (0.19206343786994906) | > loss_disc_real_3: 0.1751835197210312 (0.20656900619068286) | > loss_disc_real_4: 0.16366152465343475 (0.19889882544096366) | > loss_disc_real_5: 0.1959076076745987 (0.20082058132129865) | > loss_0: 2.0697951316833496 (2.212795603014257) | > grad_norm_0: tensor(63.1977, device='cuda:0') (tensor(32.9671, device='cuda:0')) | > loss_gen: 3.0141701698303223 (2.786753581388153) | > loss_kl: 1.6440986394882202 (1.7672559875641427) | > loss_feat: 10.216385841369629 (8.333106890212012) | > loss_mel: 15.13150405883789 (13.559263285059128) | > loss_duration: 1.695374846458435 (1.7113883669358971) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.701534271240234 (28.157768110289194) | > grad_norm_1: tensor(1199.6564, device='cuda:0') (tensor(661.1635, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8157 (0.8481825807668867) | > loader_time: 0.009 (0.009790923473608756)  --> TIME: 2025-05-09 06:05:21 -- STEP: 187/725 -- GLOBAL_STEP: 114200 | > loss_disc: 2.1741480827331543 (2.2119656163740906) | > loss_disc_real_0: 0.0809529647231102 (0.13579004789817145) | > loss_disc_real_1: 0.21049068868160248 (0.1954301076936212) | > loss_disc_real_2: 0.19023650884628296 (0.19164548097128528) | > loss_disc_real_3: 0.17345497012138367 (0.20566760800420278) | > loss_disc_real_4: 0.16815702617168427 (0.19870042928399886) | > loss_disc_real_5: 0.18666642904281616 (0.20054539974360547) | > loss_0: 2.1741480827331543 (2.2119656163740906) | > grad_norm_0: tensor(25.3620, device='cuda:0') (tensor(35.0499, device='cuda:0')) | > loss_gen: 2.7353882789611816 (2.784715916383714) | > loss_kl: 1.7988570928573608 (1.7598464004496202) | > loss_feat: 8.625128746032715 (8.321849310461854) | > loss_mel: 13.719024658203125 (13.54535605690696) | > loss_duration: 1.7263139486312866 (1.7121919399914256) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.604711532592773 (28.12395959741929) | > grad_norm_1: tensor(866.6305, device='cuda:0') (tensor(701.5551, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8502 (0.847344626717389) | > loader_time: 0.0095 (0.00981127897048379)  --> TIME: 2025-05-09 06:06:05 -- STEP: 237/725 -- GLOBAL_STEP: 114250 | > loss_disc: 2.305577278137207 (2.2145838470901595) | > loss_disc_real_0: 0.14918775856494904 (0.13690770541628208) | > loss_disc_real_1: 0.18332251906394958 (0.19578072667624882) | > loss_disc_real_2: 0.19944167137145996 (0.19120937799602616) | > loss_disc_real_3: 0.21332910656929016 (0.20564468211262535) | > loss_disc_real_4: 0.22224558889865875 (0.198551325984142) | > loss_disc_real_5: 0.23475632071495056 (0.20116376587610207) | > loss_0: 2.305577278137207 (2.2145838470901595) | > grad_norm_0: tensor(34.4727, device='cuda:0') (tensor(34.4521, device='cuda:0')) | > loss_gen: 2.5600764751434326 (2.778888757721785) | > loss_kl: 1.9721542596817017 (1.765004571480087) | > loss_feat: 7.000504970550537 (8.309145036125996) | > loss_mel: 12.158092498779297 (13.556243880388607) | > loss_duration: 1.6927034854888916 (1.711153222538751) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.38353157043457 (28.120435457189373) | > grad_norm_1: tensor(589.7360, device='cuda:0') (tensor(704.7381, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8184 (0.8486929724488077) | > loader_time: 0.009 (0.009824089863129305)  --> TIME: 2025-05-09 06:06:48 -- STEP: 287/725 -- GLOBAL_STEP: 114300 | > loss_disc: 2.291353702545166 (2.2148784631636063) | > loss_disc_real_0: 0.1237715631723404 (0.13799146187689662) | > loss_disc_real_1: 0.22153188288211823 (0.19563397354988268) | > loss_disc_real_2: 0.20633380115032196 (0.19109727608409904) | > loss_disc_real_3: 0.18682056665420532 (0.20487566946483235) | > loss_disc_real_4: 0.20656703412532806 (0.19806070895768205) | > loss_disc_real_5: 0.23499995470046997 (0.2020061407562748) | > loss_0: 2.291353702545166 (2.2148784631636063) | > grad_norm_0: tensor(40.6341, device='cuda:0') (tensor(35.1295, device='cuda:0')) | > loss_gen: 2.775240659713745 (2.7764473825381617) | > loss_kl: 1.778834342956543 (1.768839157001482) | > loss_feat: 8.195119857788086 (8.29567371926657) | > loss_mel: 13.365111351013184 (13.55991890206154) | > loss_duration: 1.7086050510406494 (1.7116847341484311) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.82291030883789 (28.112563907477075) | > grad_norm_1: tensor(939.7202, device='cuda:0') (tensor(717.5704, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8162 (0.8472665294952924) | > loader_time: 0.0097 (0.00979738285317238)  --> TIME: 2025-05-09 06:07:31 -- STEP: 337/725 -- GLOBAL_STEP: 114350 | > loss_disc: 2.2609057426452637 (2.2169100704108193) | > loss_disc_real_0: 0.09126754850149155 (0.13848208749904473) | > loss_disc_real_1: 0.2118656188249588 (0.1955809867788846) | > loss_disc_real_2: 0.20411358773708344 (0.19154292990616584) | > loss_disc_real_3: 0.21860820055007935 (0.20513284617609362) | > loss_disc_real_4: 0.244283527135849 (0.198207383870371) | > loss_disc_real_5: 0.2240361124277115 (0.20218393772575205) | > loss_0: 2.2609057426452637 (2.2169100704108193) | > grad_norm_0: tensor(12.6387, device='cuda:0') (tensor(35.4888, device='cuda:0')) | > loss_gen: 2.700887680053711 (2.774616462894294) | > loss_kl: 1.8334882259368896 (1.7653399744797884) | > loss_feat: 8.407160758972168 (8.282680480345777) | > loss_mel: 14.314631462097168 (13.542730823822472) | > loss_duration: 1.69642972946167 (1.710689103921726) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.952598571777344 (28.076056879422776) | > grad_norm_1: tensor(505.0367, device='cuda:0') (tensor(716.9963, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8767 (0.8476873194074771) | > loader_time: 0.0113 (0.009789178208710532)  --> TIME: 2025-05-09 06:08:14 -- STEP: 387/725 -- GLOBAL_STEP: 114400 | > loss_disc: 2.1527624130249023 (2.2179624298130216) | > loss_disc_real_0: 0.1228378489613533 (0.13830867093008298) | > loss_disc_real_1: 0.21564535796642303 (0.1955656656461168) | > loss_disc_real_2: 0.1805475652217865 (0.19169160392549295) | > loss_disc_real_3: 0.19694651663303375 (0.20506043123798462) | > loss_disc_real_4: 0.20271827280521393 (0.19848574089603524) | > loss_disc_real_5: 0.20981872081756592 (0.20213536167329604) | > loss_0: 2.1527624130249023 (2.2179624298130216) | > grad_norm_0: tensor(33.8180, device='cuda:0') (tensor(35.6299, device='cuda:0')) | > loss_gen: 2.8842101097106934 (2.769137629550865) | > loss_kl: 1.6202043294906616 (1.7609739097205859) | > loss_feat: 8.686297416687012 (8.249306316523596) | > loss_mel: 13.810556411743164 (13.504843660103257) | > loss_duration: 1.793601632118225 (1.7103966338997971) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.794870376586914 (27.99465817690511) | > grad_norm_1: tensor(1067.9773, device='cuda:0') (tensor(724.5192, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8636 (0.8478025022403213) | > loader_time: 0.0101 (0.009777685776545409)  --> TIME: 2025-05-09 06:08:57 -- STEP: 437/725 -- GLOBAL_STEP: 114450 | > loss_disc: 2.204669713973999 (2.2185391951480247) | > loss_disc_real_0: 0.14706121385097504 (0.13789715646026598) | > loss_disc_real_1: 0.18459512293338776 (0.19569267046124214) | > loss_disc_real_2: 0.21723729372024536 (0.1914715777818343) | > loss_disc_real_3: 0.24719122052192688 (0.20510777036576297) | > loss_disc_real_4: 0.20519788563251495 (0.19874292257448628) | > loss_disc_real_5: 0.2587527930736542 (0.20292258358110832) | > loss_0: 2.204669713973999 (2.2185391951480247) | > grad_norm_0: tensor(45.7879, device='cuda:0') (tensor(35.8293, device='cuda:0')) | > loss_gen: 2.9847042560577393 (2.767523750287717) | > loss_kl: 1.910141110420227 (1.7548868664342152) | > loss_feat: 8.631468772888184 (8.240421181685322) | > loss_mel: 14.62656021118164 (13.484348567726954) | > loss_duration: 1.6620159149169922 (1.7097146742949496) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.814891815185547 (27.95689506443468) | > grad_norm_1: tensor(684.2715, device='cuda:0') (tensor(735.8466, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8872 (0.8472767367242947) | > loader_time: 0.0098 (0.009790626215989324)  --> TIME: 2025-05-09 06:09:40 -- STEP: 487/725 -- GLOBAL_STEP: 114500 | > loss_disc: 2.260268449783325 (2.2216221304644805) | > loss_disc_real_0: 0.129219189286232 (0.13932140541762048) | > loss_disc_real_1: 0.21017499268054962 (0.19608362401535373) | > loss_disc_real_2: 0.1834869235754013 (0.19160432807596306) | > loss_disc_real_3: 0.21600796282291412 (0.20508871678821355) | > loss_disc_real_4: 0.1997896432876587 (0.19889729823419935) | > loss_disc_real_5: 0.25451305508613586 (0.20283908848277848) | > loss_0: 2.260268449783325 (2.2216221304644805) | > grad_norm_0: tensor(27.5658, device='cuda:0') (tensor(36.1446, device='cuda:0')) | > loss_gen: 2.504967451095581 (2.7678863649740357) | > loss_kl: 1.9028635025024414 (1.75539056598773) | > loss_feat: 7.407729625701904 (8.247866498371417) | > loss_mel: 12.9226655960083 (13.505542849123598) | > loss_duration: 1.7122128009796143 (1.7104549520559134) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.450437545776367 (27.987141254746195) | > grad_norm_1: tensor(798.7308, device='cuda:0') (tensor(727.8081, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8045 (0.8475663750078642) | > loader_time: 0.0091 (0.009798576699634853)  --> TIME: 2025-05-09 06:10:23 -- STEP: 537/725 -- GLOBAL_STEP: 114550 | > loss_disc: 2.2375411987304688 (2.22067031092262) | > loss_disc_real_0: 0.14454509317874908 (0.1389061018297348) | > loss_disc_real_1: 0.1776837855577469 (0.19582661733835985) | > loss_disc_real_2: 0.19417425990104675 (0.19144464773949738) | > loss_disc_real_3: 0.23360797762870789 (0.20502997635130105) | > loss_disc_real_4: 0.2439396232366562 (0.19891210816093) | > loss_disc_real_5: 0.22891901433467865 (0.20312949884648213) | > loss_0: 2.2375411987304688 (2.22067031092262) | > grad_norm_0: tensor(35.6243, device='cuda:0') (tensor(36.0899, device='cuda:0')) | > loss_gen: 2.832148313522339 (2.766705882393892) | > loss_kl: 1.5715287923812866 (1.7562876435853474) | > loss_feat: 8.770101547241211 (8.248205136986423) | > loss_mel: 13.958328247070312 (13.512736485657076) | > loss_duration: 1.7264269590377808 (1.7108899381573641) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.858531951904297 (27.994825082562254) | > grad_norm_1: tensor(1018.7778, device='cuda:0') (tensor(727.1979, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8371 (0.8467270111460481) | > loader_time: 0.0092 (0.009789184485067878)  --> TIME: 2025-05-09 06:11:05 -- STEP: 587/725 -- GLOBAL_STEP: 114600 | > loss_disc: 2.256633996963501 (2.2202765488746414) | > loss_disc_real_0: 0.13586674630641937 (0.13837793164805623) | > loss_disc_real_1: 0.2184804081916809 (0.19590794441037923) | > loss_disc_real_2: 0.20447051525115967 (0.19151277403510603) | > loss_disc_real_3: 0.19953180849552155 (0.20509212719216244) | > loss_disc_real_4: 0.21888834238052368 (0.19897567202833688) | > loss_disc_real_5: 0.1900714784860611 (0.20300193369591665) | > loss_0: 2.256633996963501 (2.2202765488746414) | > grad_norm_0: tensor(22.5585, device='cuda:0') (tensor(35.9613, device='cuda:0')) | > loss_gen: 2.728119373321533 (2.76705556265134) | > loss_kl: 1.7442317008972168 (1.7560587784297625) | > loss_feat: 8.745384216308594 (8.244639734596376) | > loss_mel: 15.614457130432129 (13.513937784419142) | > loss_duration: 1.6834166049957275 (1.7101003603797145) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.515607833862305 (27.991792214180762) | > grad_norm_1: tensor(958.2043, device='cuda:0') (tensor(732.0248, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8511 (0.8457725693866788) | > loader_time: 0.0096 (0.009757459062124649)  --> TIME: 2025-05-09 06:11:47 -- STEP: 637/725 -- GLOBAL_STEP: 114650 | > loss_disc: 2.1877875328063965 (2.2195187460870907) | > loss_disc_real_0: 0.08034206181764603 (0.13822071578242529) | > loss_disc_real_1: 0.18814609944820404 (0.19583168946311832) | > loss_disc_real_2: 0.17477191984653473 (0.1915320358714278) | > loss_disc_real_3: 0.20181524753570557 (0.2048718973970862) | > loss_disc_real_4: 0.18009929358959198 (0.19888748963081293) | > loss_disc_real_5: 0.19466383755207062 (0.20318088176392682) | > loss_0: 2.1877875328063965 (2.2195187460870907) | > grad_norm_0: tensor(22.7442, device='cuda:0') (tensor(35.9634, device='cuda:0')) | > loss_gen: 2.719167470932007 (2.767086889530464) | > loss_kl: 1.7449418306350708 (1.753423352630771) | > loss_feat: 8.486871719360352 (8.238851928261798) | > loss_mel: 12.633589744567871 (13.507206380835122) | > loss_duration: 1.6762135028839111 (1.7097710470202578) | > amp_scaler: 128.0 (129.80847723704866) | > loss_1: 27.260784149169922 (27.976339600711242) | > grad_norm_1: tensor(803.1967, device='cuda:0') (tensor(734.7319, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.826 (0.8449039792340818) | > loader_time: 0.0096 (0.009748126498571198)  --> TIME: 2025-05-09 06:12:30 -- STEP: 687/725 -- GLOBAL_STEP: 114700 | > loss_disc: 2.261195421218872 (2.2166401527854536) | > loss_disc_real_0: 0.15951871871948242 (0.13761570325237865) | > loss_disc_real_1: 0.1976514607667923 (0.19554329935726988) | > loss_disc_real_2: 0.20108099281787872 (0.19135044352456462) | > loss_disc_real_3: 0.21284936368465424 (0.20490981189444593) | > loss_disc_real_4: 0.2141389697790146 (0.19872107177842652) | > loss_disc_real_5: 0.21127375960350037 (0.20301123260584109) | > loss_0: 2.261195421218872 (2.2166401527854536) | > grad_norm_0: tensor(30.9074, device='cuda:0') (tensor(35.9370, device='cuda:0')) | > loss_gen: 2.7520148754119873 (2.770635781503313) | > loss_kl: 1.7099249362945557 (1.7516466488484213) | > loss_feat: 7.94061279296875 (8.25953496422136) | > loss_mel: 12.623291015625 (13.52842755713316) | > loss_duration: 1.7080912590026855 (1.7094568598912445) | > amp_scaler: 128.0 (129.6768558951965) | > loss_1: 26.73393440246582 (28.019701814720875) | > grad_norm_1: tensor(1069.7865, device='cuda:0') (tensor(740.6877, device='cuda:0')) | > current_lr_0: 0.00019766360716262876 | > current_lr_1: 0.00019766360716262876 | > step_time: 0.8504 (0.844163353266154) | > loader_time: 0.0096 (0.00974686801693847)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3670830726623535 (2.3670830726623535) | > loss_disc_real_0: 0.08288274705410004 (0.08288274705410004) | > loss_disc_real_1: 0.2614113390445709 (0.2614113390445709) | > loss_disc_real_2: 0.26063400506973267 (0.26063400506973267) | > loss_disc_real_3: 0.23710665106773376 (0.23710665106773376) | > loss_disc_real_4: 0.2697250545024872 (0.2697250545024872) | > loss_disc_real_5: 0.240853413939476 (0.240853413939476) | > loss_0: 2.3670830726623535 (2.3670830726623535) | > loss_gen: 2.8536412715911865 (2.8536412715911865) | > loss_kl: 2.008988618850708 (2.008988618850708) | > loss_feat: 8.610459327697754 (8.610459327697754) | > loss_mel: 14.40617561340332 (14.40617561340332) | > loss_duration: 1.6819416284561157 (1.6819416284561157) | > loss_1: 29.561206817626953 (29.561206817626953)  --> STEP: 1 | > loss_disc: 2.3365609645843506 (2.3365609645843506) | > loss_disc_real_0: 0.07947269827127457 (0.07947269827127457) | > loss_disc_real_1: 0.24883359670639038 (0.24883359670639038) | > loss_disc_real_2: 0.2388208657503128 (0.2388208657503128) | > loss_disc_real_3: 0.24093933403491974 (0.24093933403491974) | > loss_disc_real_4: 0.2569226920604706 (0.2569226920604706) | > loss_disc_real_5: 0.24699056148529053 (0.24699056148529053) | > loss_0: 2.3365609645843506 (2.3365609645843506) | > loss_gen: 2.7676446437835693 (2.7676446437835693) | > loss_kl: 2.120283603668213 (2.120283603668213) | > loss_feat: 7.671031475067139 (7.671031475067139) | > loss_mel: 13.61691665649414 (13.61691665649414) | > loss_duration: 1.760805368423462 (1.760805368423462) | > loss_1: 27.936681747436523 (27.936681747436523)  --> STEP: 2 | > loss_disc: 2.352874279022217 (2.3447176218032837) | > loss_disc_real_0: 0.07790651172399521 (0.07868960499763489) | > loss_disc_real_1: 0.24197795987129211 (0.24540577828884125) | > loss_disc_real_2: 0.24728845059871674 (0.24305465817451477) | > loss_disc_real_3: 0.22473548352718353 (0.23283740878105164) | > loss_disc_real_4: 0.25323739647865295 (0.25508004426956177) | > loss_disc_real_5: 0.23028245568275452 (0.23863650858402252) | > loss_0: 2.352874279022217 (2.3447176218032837) | > loss_gen: 2.7156460285186768 (2.741645336151123) | > loss_kl: 1.8995988368988037 (2.0099412202835083) | > loss_feat: 8.190330505371094 (7.930680990219116) | > loss_mel: 13.71769905090332 (13.66730785369873) | > loss_duration: 1.821494221687317 (1.7911497950553894) | > loss_1: 28.344770431518555 (28.14072608947754)  --> STEP: 3 | > loss_disc: 2.4478819370269775 (2.379105726877848) | > loss_disc_real_0: 0.09786102175712585 (0.08508007725079854) | > loss_disc_real_1: 0.26434287428855896 (0.2517181436220805) | > loss_disc_real_2: 0.22978053987026215 (0.23862995207309723) | > loss_disc_real_3: 0.20899714529514313 (0.2248906542857488) | > loss_disc_real_4: 0.25179028511047363 (0.25398345788319904) | > loss_disc_real_5: 0.23796239495277405 (0.23841180404027304) | > loss_0: 2.4478819370269775 (2.379105726877848) | > loss_gen: 2.462373971939087 (2.648554881413778) | > loss_kl: 2.0089876651763916 (2.009623368581136) | > loss_feat: 6.210870265960693 (7.357410748799642) | > loss_mel: 12.227991104125977 (13.187535603841146) | > loss_duration: 1.7977399826049805 (1.7933465242385864) | > loss_1: 24.707962036132812 (26.996471405029297)  --> STEP: 4 | > loss_disc: 2.277714490890503 (2.353757917881012) | > loss_disc_real_0: 0.08464163541793823 (0.08497046679258347) | > loss_disc_real_1: 0.2698620557785034 (0.2562541216611862) | > loss_disc_real_2: 0.21919439733028412 (0.23377106338739395) | > loss_disc_real_3: 0.19360464811325073 (0.21706915274262428) | > loss_disc_real_4: 0.23363938927650452 (0.24889744073152542) | > loss_disc_real_5: 0.2368880808353424 (0.23803087323904037) | > loss_0: 2.277714490890503 (2.353757917881012) | > loss_gen: 2.7276415824890137 (2.6683265566825867) | > loss_kl: 1.7436940670013428 (1.9431410431861877) | > loss_feat: 8.142165184020996 (7.5535993576049805) | > loss_mel: 13.933215141296387 (13.373955488204956) | > loss_duration: 1.7206830978393555 (1.7751806676387787) | > loss_1: 28.267398834228516 (27.3142032623291) --> EVAL PERFORMANCE | > avg_loader_time: 0.27945655584335327 (+0.002626478672027588) | > avg_loss_disc: 2.353757917881012 (+0.10418373346328735) | > avg_loss_disc_real_0: 0.08497046679258347 (-0.03617662563920021) | > avg_loss_disc_real_1: 0.2562541216611862 (+0.06372012943029404) | > avg_loss_disc_real_2: 0.23377106338739395 (+0.0679868757724762) | > avg_loss_disc_real_3: 0.21706915274262428 (+0.06623861938714981) | > avg_loss_disc_real_4: 0.24889744073152542 (+0.03128655254840851) | > avg_loss_disc_real_5: 0.23803087323904037 (+0.050140056759119034) | > avg_loss_0: 2.353757917881012 (+0.10418373346328735) | > avg_loss_gen: 2.6683265566825867 (+0.26200538873672485) | > avg_loss_kl: 1.9431410431861877 (+0.06653866171836853) | > avg_loss_feat: 7.5535993576049805 (-1.0098782777786255) | > avg_loss_mel: 13.373955488204956 (-1.0173192024230957) | > avg_loss_duration: 1.7751806676387787 (-0.0032290220260620117) | > avg_loss_1: 27.3142032623291 (-1.7018818855285645)  > EPOCH: 95/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 06:13:09)   --> TIME: 2025-05-09 06:13:21 -- STEP: 12/725 -- GLOBAL_STEP: 114750 | > loss_disc: 2.1165695190429688 (2.228675345579783) | > loss_disc_real_0: 0.13381972908973694 (0.17156379483640194) | > loss_disc_real_1: 0.20035479962825775 (0.19502951577305794) | > loss_disc_real_2: 0.20134833455085754 (0.1909071629246076) | > loss_disc_real_3: 0.21651403605937958 (0.2041486253341039) | > loss_disc_real_4: 0.17760971188545227 (0.20049458866318068) | > loss_disc_real_5: 0.20926328003406525 (0.20508025338252386) | > loss_0: 2.1165695190429688 (2.228675345579783) | > grad_norm_0: tensor(46.0967, device='cuda:0') (tensor(44.4967, device='cuda:0')) | > loss_gen: 3.0575008392333984 (2.798412561416626) | > loss_kl: 1.8718197345733643 (1.7880769670009613) | > loss_feat: 8.963382720947266 (8.239700555801392) | > loss_mel: 13.366644859313965 (13.581007162729898) | > loss_duration: 1.7486114501953125 (1.7084188560644786) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.007959365844727 (28.115616162618) | > grad_norm_1: tensor(536.2693, device='cuda:0') (tensor(489.2722, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8341 (0.8273687561353048) | > loader_time: 0.0088 (0.010401626427968344)  --> TIME: 2025-05-09 06:14:04 -- STEP: 62/725 -- GLOBAL_STEP: 114800 | > loss_disc: 2.326918601989746 (2.1924159949825652) | > loss_disc_real_0: 0.18333746492862701 (0.1371650666959824) | > loss_disc_real_1: 0.2043951153755188 (0.19328592789749946) | > loss_disc_real_2: 0.23339106142520905 (0.1894413614946027) | > loss_disc_real_3: 0.20423680543899536 (0.20372719461879424) | > loss_disc_real_4: 0.17150160670280457 (0.19638189673423767) | > loss_disc_real_5: 0.1947835087776184 (0.20174765562818897) | > loss_0: 2.326918601989746 (2.1924159949825652) | > grad_norm_0: tensor(58.3483, device='cuda:0') (tensor(34.5489, device='cuda:0')) | > loss_gen: 2.644727945327759 (2.799482241753609) | > loss_kl: 1.8396005630493164 (1.7913154767405601) | > loss_feat: 7.288830280303955 (8.352232656171248) | > loss_mel: 12.727941513061523 (13.60210177206224) | > loss_duration: 1.770693302154541 (1.7043612849327825) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.271793365478516 (28.24949329130111) | > grad_norm_1: tensor(972.2460, device='cuda:0') (tensor(663.5675, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8533 (0.8506002579965899) | > loader_time: 0.0108 (0.010055299728147444)  --> TIME: 2025-05-09 06:14:47 -- STEP: 112/725 -- GLOBAL_STEP: 114850 | > loss_disc: 2.069761276245117 (2.1857897564768796) | > loss_disc_real_0: 0.14283955097198486 (0.1323382323607802) | > loss_disc_real_1: 0.18448229134082794 (0.1943423759990505) | > loss_disc_real_2: 0.19936367869377136 (0.18834915717265432) | > loss_disc_real_3: 0.16565054655075073 (0.20360436064324208) | > loss_disc_real_4: 0.18171830475330353 (0.19672376329877553) | > loss_disc_real_5: 0.17454703152179718 (0.200230744268213) | > loss_0: 2.069761276245117 (2.1857897564768796) | > grad_norm_0: tensor(47.1686, device='cuda:0') (tensor(34.6425, device='cuda:0')) | > loss_gen: 2.994922637939453 (2.8132410241024823) | > loss_kl: 1.6297532320022583 (1.7603082220469202) | > loss_feat: 9.20510196685791 (8.390999755689087) | > loss_mel: 14.902779579162598 (13.618195303848811) | > loss_duration: 1.7200944423675537 (1.7094141308750426) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.452651977539062 (28.292158331189835) | > grad_norm_1: tensor(1070.5972, device='cuda:0') (tensor(715.9481, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8257 (0.848795222384589) | > loader_time: 0.009 (0.009932773453848706)  --> TIME: 2025-05-09 06:15:30 -- STEP: 162/725 -- GLOBAL_STEP: 114900 | > loss_disc: 2.2360708713531494 (2.187065869201848) | > loss_disc_real_0: 0.11725656688213348 (0.1310646375756205) | > loss_disc_real_1: 0.20264983177185059 (0.19431449169362028) | > loss_disc_real_2: 0.19864651560783386 (0.1886705263161364) | > loss_disc_real_3: 0.22773312032222748 (0.20353434096883843) | > loss_disc_real_4: 0.2166694551706314 (0.19700372237482194) | > loss_disc_real_5: 0.20366865396499634 (0.2001976896031404) | > loss_0: 2.2360708713531494 (2.187065869201848) | > grad_norm_0: tensor(22.5915, device='cuda:0') (tensor(33.5588, device='cuda:0')) | > loss_gen: 2.853731870651245 (2.811372539143503) | > loss_kl: 1.8006680011749268 (1.762643470440382) | > loss_feat: 8.049886703491211 (8.40406623887428) | > loss_mel: 13.289977073669434 (13.60825138916204) | > loss_duration: 1.6654741764068604 (1.709546752182054) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.65973663330078 (28.29588030591423) | > grad_norm_1: tensor(865.3410, device='cuda:0') (tensor(741.2863, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8232 (0.8457957285421865) | > loader_time: 0.0094 (0.009805390864242746)  --> TIME: 2025-05-09 06:16:13 -- STEP: 212/725 -- GLOBAL_STEP: 114950 | > loss_disc: 2.2777700424194336 (2.1886103130736427) | > loss_disc_real_0: 0.14002276957035065 (0.13180126355222932) | > loss_disc_real_1: 0.17905987799167633 (0.19387697062964707) | > loss_disc_real_2: 0.21687543392181396 (0.18843123492486066) | > loss_disc_real_3: 0.1836804449558258 (0.20357875040960763) | > loss_disc_real_4: 0.20992085337638855 (0.1969374765483839) | > loss_disc_real_5: 0.24136266112327576 (0.20106050976604792) | > loss_0: 2.2777700424194336 (2.1886103130736427) | > grad_norm_0: tensor(19.9201, device='cuda:0') (tensor(34.1679, device='cuda:0')) | > loss_gen: 2.562938928604126 (2.807241227266923) | > loss_kl: 1.6636877059936523 (1.7564661322899584) | > loss_feat: 7.457008361816406 (8.413850748314056) | > loss_mel: 12.682024955749512 (13.605530572387407) | > loss_duration: 1.7214176654815674 (1.7084926985344797) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.087078094482422 (28.291581315814323) | > grad_norm_1: tensor(530.9004, device='cuda:0') (tensor(745.8051, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8342 (0.8444057410618044) | > loader_time: 0.0104 (0.009801947845602937)  --> TIME: 2025-05-09 06:16:55 -- STEP: 262/725 -- GLOBAL_STEP: 115000 | > loss_disc: 2.2496871948242188 (2.19466148168986) | > loss_disc_real_0: 0.17158383131027222 (0.13344975458529154) | > loss_disc_real_1: 0.20312532782554626 (0.19432686468344607) | > loss_disc_real_2: 0.17742010951042175 (0.18870768315009484) | > loss_disc_real_3: 0.2080487459897995 (0.20405965594162467) | > loss_disc_real_4: 0.1806538701057434 (0.197371480858508) | > loss_disc_real_5: 0.2641770839691162 (0.20068132297228317) | > loss_0: 2.2496871948242188 (2.19466148168986) | > grad_norm_0: tensor(59.8967, device='cuda:0') (tensor(34.9690, device='cuda:0')) | > loss_gen: 2.9007909297943115 (2.7985986016178854) | > loss_kl: 1.8200217485427856 (1.755766173355452) | > loss_feat: 8.29214859008789 (8.363483276075993) | > loss_mel: 14.33380126953125 (13.545872109536907) | > loss_duration: 1.6933859586715698 (1.7095067869615919) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.040149688720703 (28.173226917063005) | > grad_norm_1: tensor(663.8592, device='cuda:0') (tensor(746.6757, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8853 (0.8432952156503692) | > loader_time: 0.0094 (0.009823854642969964) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_115000.pth  --> TIME: 2025-05-09 06:17:40 -- STEP: 312/725 -- GLOBAL_STEP: 115050 | > loss_disc: 2.2612802982330322 (2.193378009857275) | > loss_disc_real_0: 0.08988820761442184 (0.13184320747565761) | > loss_disc_real_1: 0.20098279416561127 (0.19469015911603585) | > loss_disc_real_2: 0.19555401802062988 (0.18930822873535827) | > loss_disc_real_3: 0.1901605725288391 (0.20403059400044957) | > loss_disc_real_4: 0.17489510774612427 (0.19729013521319774) | > loss_disc_real_5: 0.16448615491390228 (0.20063748425589167) | > loss_0: 2.2612802982330322 (2.193378009857275) | > grad_norm_0: tensor(32.2397, device='cuda:0') (tensor(34.0561, device='cuda:0')) | > loss_gen: 2.6692099571228027 (2.8028848950679484) | > loss_kl: 1.9187955856323242 (1.7536118278900774) | > loss_feat: 8.787288665771484 (8.389712396340501) | > loss_mel: 14.147961616516113 (13.593377061379265) | > loss_duration: 1.6998603343963623 (1.708843092887829) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.223115921020508 (28.24842922504131) | > grad_norm_1: tensor(692.0491, device='cuda:0') (tensor(739.6360, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8336 (0.843212094826576) | > loader_time: 0.0097 (0.009826443134210052)  --> TIME: 2025-05-09 06:18:23 -- STEP: 362/725 -- GLOBAL_STEP: 115100 | > loss_disc: 2.1943557262420654 (2.197930835228598) | > loss_disc_real_0: 0.17886027693748474 (0.1331224537850743) | > loss_disc_real_1: 0.17890514433383942 (0.19492937435102722) | > loss_disc_real_2: 0.206643208861351 (0.18979118661491895) | > loss_disc_real_3: 0.18440894782543182 (0.2041993635135461) | > loss_disc_real_4: 0.168132483959198 (0.19756344388861682) | > loss_disc_real_5: 0.19597268104553223 (0.20106948829816862) | > loss_0: 2.1943557262420654 (2.197930835228598) | > grad_norm_0: tensor(79.2817, device='cuda:0') (tensor(34.2251, device='cuda:0')) | > loss_gen: 2.9325709342956543 (2.7957681377948314) | > loss_kl: 1.950344443321228 (1.7584350826990531) | > loss_feat: 8.999736785888672 (8.35863367628657) | > loss_mel: 13.702127456665039 (13.567798719880333) | > loss_duration: 1.6586288213729858 (1.7078058120295485) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.243408203125 (28.18844135558407) | > grad_norm_1: tensor(901.3209, device='cuda:0') (tensor(751.1481, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8509 (0.8435577549328461) | > loader_time: 0.01 (0.009814420457702977)  --> TIME: 2025-05-09 06:19:06 -- STEP: 412/725 -- GLOBAL_STEP: 115150 | > loss_disc: 2.2712528705596924 (2.1973884956350576) | > loss_disc_real_0: 0.19218823313713074 (0.13303662977606343) | > loss_disc_real_1: 0.195418581366539 (0.19502991380043397) | > loss_disc_real_2: 0.1950332373380661 (0.18946512007308225) | > loss_disc_real_3: 0.21638943254947662 (0.2040115352539183) | > loss_disc_real_4: 0.22065597772598267 (0.19791169844350767) | > loss_disc_real_5: 0.15627031028270721 (0.20079478122366295) | > loss_0: 2.2712528705596924 (2.1973884956350576) | > grad_norm_0: tensor(50.1873, device='cuda:0') (tensor(34.7216, device='cuda:0')) | > loss_gen: 2.673846483230591 (2.7958905129756735) | > loss_kl: 1.7755635976791382 (1.7627013068176005) | > loss_feat: 7.6126837730407715 (8.346742554775727) | > loss_mel: 12.318216323852539 (13.56175393965638) | > loss_duration: 1.7021064758300781 (1.7079941560921157) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.082416534423828 (28.175082382646575) | > grad_norm_1: tensor(640.1887, device='cuda:0') (tensor(759.0811, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8539 (0.8438390944767924) | > loader_time: 0.0095 (0.00981084467137902)  --> TIME: 2025-05-09 06:19:49 -- STEP: 462/725 -- GLOBAL_STEP: 115200 | > loss_disc: 2.2731192111968994 (2.1979138861486893) | > loss_disc_real_0: 0.1323719620704651 (0.13276364214041012) | > loss_disc_real_1: 0.19646982848644257 (0.19501157066264707) | > loss_disc_real_2: 0.18423184752464294 (0.1896998740700415) | > loss_disc_real_3: 0.2103218138217926 (0.20390214164664736) | > loss_disc_real_4: 0.20290426909923553 (0.19816594425733988) | > loss_disc_real_5: 0.18622133135795593 (0.200950295894177) | > loss_0: 2.2731192111968994 (2.1979138861486893) | > grad_norm_0: tensor(29.8989, device='cuda:0') (tensor(34.5565, device='cuda:0')) | > loss_gen: 2.578446388244629 (2.7941413049574018) | > loss_kl: 1.6737271547317505 (1.765804422624183) | > loss_feat: 7.4430413246154785 (8.340572023804572) | > loss_mel: 12.679424285888672 (13.55227463173144) | > loss_duration: 1.7488188743591309 (1.7081900530563285) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.123456954956055 (28.16098235902332) | > grad_norm_1: tensor(269.2406, device='cuda:0') (tensor(762.3694, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.7791 (0.8444842409777951) | > loader_time: 0.0104 (0.009773051067864228)  --> TIME: 2025-05-09 06:20:32 -- STEP: 512/725 -- GLOBAL_STEP: 115250 | > loss_disc: 2.2399051189422607 (2.200616707094011) | > loss_disc_real_0: 0.12638908624649048 (0.13348066520120475) | > loss_disc_real_1: 0.21674467623233795 (0.19508769293315706) | > loss_disc_real_2: 0.2145134061574936 (0.18998681058292266) | > loss_disc_real_3: 0.18658913671970367 (0.204204094450688) | > loss_disc_real_4: 0.18786053359508514 (0.1981647770444397) | > loss_disc_real_5: 0.21879246830940247 (0.2013019290170633) | > loss_0: 2.2399051189422607 (2.200616707094011) | > grad_norm_0: tensor(35.6463, device='cuda:0') (tensor(35.3619, device='cuda:0')) | > loss_gen: 2.5942490100860596 (2.790787020232528) | > loss_kl: 1.7967798709869385 (1.7640236180741335) | > loss_feat: 8.129321098327637 (8.32905090134592) | > loss_mel: 14.158844947814941 (13.56644174642861) | > loss_duration: 1.6800379753112793 (1.7090441812761126) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.359233856201172 (28.15934736654162) | > grad_norm_1: tensor(720.2749, device='cuda:0') (tensor(765.9766, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8291 (0.8439314188435674) | > loader_time: 0.0104 (0.009765149559825662)  --> TIME: 2025-05-09 06:21:15 -- STEP: 562/725 -- GLOBAL_STEP: 115300 | > loss_disc: 2.2021422386169434 (2.1996527791447464) | > loss_disc_real_0: 0.11348871886730194 (0.13351066213008342) | > loss_disc_real_1: 0.22436679899692535 (0.19492431525870146) | > loss_disc_real_2: 0.1866360306739807 (0.1898580220829549) | > loss_disc_real_3: 0.1953287124633789 (0.2040190890537462) | > loss_disc_real_4: 0.1851392537355423 (0.1980371647033827) | > loss_disc_real_5: 0.19998738169670105 (0.20107824739824412) | > loss_0: 2.2021422386169434 (2.1996527791447464) | > grad_norm_0: tensor(13.7090, device='cuda:0') (tensor(35.6002, device='cuda:0')) | > loss_gen: 2.7665958404541016 (2.7914065453505605) | > loss_kl: 1.6811292171478271 (1.76342863183853) | > loss_feat: 8.191100120544434 (8.328355443010985) | > loss_mel: 13.326162338256836 (13.56236279477428) | > loss_duration: 1.6782734394073486 (1.709130171991328) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.643260955810547 (28.154683520361196) | > grad_norm_1: tensor(547.5801, device='cuda:0') (tensor(766.3773, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8851 (0.8434795917565288) | > loader_time: 0.0098 (0.009759580961750072)  --> TIME: 2025-05-09 06:21:58 -- STEP: 612/725 -- GLOBAL_STEP: 115350 | > loss_disc: 2.153473377227783 (2.1981544669936657) | > loss_disc_real_0: 0.09222095459699631 (0.13286051111527128) | > loss_disc_real_1: 0.2108938843011856 (0.19500229631861052) | > loss_disc_real_2: 0.21481281518936157 (0.1900617782196967) | > loss_disc_real_3: 0.19029571115970612 (0.2039655341091109) | > loss_disc_real_4: 0.19339130818843842 (0.19800178127156365) | > loss_disc_real_5: 0.18391506373882294 (0.20082369451624116) | > loss_0: 2.153473377227783 (2.1981544669936657) | > grad_norm_0: tensor(46.3686, device='cuda:0') (tensor(35.5511, device='cuda:0')) | > loss_gen: 2.8001890182495117 (2.793625025577793) | > loss_kl: 1.7298212051391602 (1.7629681724348876) | > loss_feat: 8.040865898132324 (8.334740402651772) | > loss_mel: 13.590400695800781 (13.562142719630323) | > loss_duration: 1.6426142454147339 (1.708713796988033) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.803892135620117 (28.162190041510886) | > grad_norm_1: tensor(1033.9736, device='cuda:0') (tensor(771.4961, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8149 (0.8436117557918325) | > loader_time: 0.0099 (0.009759441310284181)  --> TIME: 2025-05-09 06:22:40 -- STEP: 662/725 -- GLOBAL_STEP: 115400 | > loss_disc: 2.267277956008911 (2.202058351832209) | > loss_disc_real_0: 0.08990780264139175 (0.1333268586422382) | > loss_disc_real_1: 0.2100876271724701 (0.19532274796973534) | > loss_disc_real_2: 0.20361211895942688 (0.19036641951053876) | > loss_disc_real_3: 0.1943017840385437 (0.2041089273876654) | > loss_disc_real_4: 0.1949836164712906 (0.19843582581627414) | > loss_disc_real_5: 0.18008384108543396 (0.20094359105627344) | > loss_0: 2.267277956008911 (2.202058351832209) | > grad_norm_0: tensor(23.5939, device='cuda:0') (tensor(35.8497, device='cuda:0')) | > loss_gen: 2.590874433517456 (2.789461995179557) | > loss_kl: 1.8198727369308472 (1.7629539095022884) | > loss_feat: 7.006701946258545 (8.307036479074071) | > loss_mel: 12.56175708770752 (13.541005633028613) | > loss_duration: 1.703723669052124 (1.7093177259508583) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.68292999267578 (28.109775669985307) | > grad_norm_1: tensor(795.1056, device='cuda:0') (tensor(773.4099, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8686 (0.8433169079691262) | > loader_time: 0.0096 (0.009739276505669064)  --> TIME: 2025-05-09 06:23:23 -- STEP: 712/725 -- GLOBAL_STEP: 115450 | > loss_disc: 2.109863758087158 (2.2013959899712106) | > loss_disc_real_0: 0.08146538585424423 (0.133668575435877) | > loss_disc_real_1: 0.1826738715171814 (0.19516589944617124) | > loss_disc_real_2: 0.17359697818756104 (0.1902451679068669) | > loss_disc_real_3: 0.2013009935617447 (0.2040452017459307) | > loss_disc_real_4: 0.19669218361377716 (0.19843170270742333) | > loss_disc_real_5: 0.20275206863880157 (0.20097941308795067) | > loss_0: 2.109863758087158 (2.2013959899712106) | > grad_norm_0: tensor(46.7673, device='cuda:0') (tensor(35.8886, device='cuda:0')) | > loss_gen: 2.88017201423645 (2.7905411968070446) | > loss_kl: 1.7297782897949219 (1.7621657307563199) | > loss_feat: 9.43610954284668 (8.316928624437107) | > loss_mel: 14.277020454406738 (13.554525924532602) | > loss_duration: 1.7031760215759277 (1.7090727002098325) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.02625846862793 (28.133234115129106) | > grad_norm_1: tensor(1119.1171, device='cuda:0') (tensor(775.2205, device='cuda:0')) | > current_lr_0: 0.00019763889921173343 | > current_lr_1: 0.00019763889921173343 | > step_time: 0.8026 (0.843417034725125) | > loader_time: 0.0101 (0.009723684091246514)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1870858669281006 (2.1870858669281006) | > loss_disc_real_0: 0.10219257324934006 (0.10219257324934006) | > loss_disc_real_1: 0.19136136770248413 (0.19136136770248413) | > loss_disc_real_2: 0.17507602274417877 (0.17507602274417877) | > loss_disc_real_3: 0.23640930652618408 (0.23640930652618408) | > loss_disc_real_4: 0.22448702156543732 (0.22448702156543732) | > loss_disc_real_5: 0.2415601909160614 (0.2415601909160614) | > loss_0: 2.1870858669281006 (2.1870858669281006) | > loss_gen: 2.775625705718994 (2.775625705718994) | > loss_kl: 1.86905038356781 (1.86905038356781) | > loss_feat: 8.008003234863281 (8.008003234863281) | > loss_mel: 13.196645736694336 (13.196645736694336) | > loss_duration: 1.6731421947479248 (1.6731421947479248) | > loss_1: 27.5224666595459 (27.5224666595459)  --> STEP: 1 | > loss_disc: 2.302488327026367 (2.302488327026367) | > loss_disc_real_0: 0.13562171161174774 (0.13562171161174774) | > loss_disc_real_1: 0.1974489539861679 (0.1974489539861679) | > loss_disc_real_2: 0.18571320176124573 (0.18571320176124573) | > loss_disc_real_3: 0.21272775530815125 (0.21272775530815125) | > loss_disc_real_4: 0.2240421324968338 (0.2240421324968338) | > loss_disc_real_5: 0.27394309639930725 (0.27394309639930725) | > loss_0: 2.302488327026367 (2.302488327026367) | > loss_gen: 2.573931932449341 (2.573931932449341) | > loss_kl: 1.8931193351745605 (1.8931193351745605) | > loss_feat: 7.771477222442627 (7.771477222442627) | > loss_mel: 13.193450927734375 (13.193450927734375) | > loss_duration: 1.7451753616333008 (1.7451753616333008) | > loss_1: 27.177154541015625 (27.177154541015625)  --> STEP: 2 | > loss_disc: 2.2805349826812744 (2.291511654853821) | > loss_disc_real_0: 0.12458861619234085 (0.1301051639020443) | > loss_disc_real_1: 0.21548379957675934 (0.20646637678146362) | > loss_disc_real_2: 0.18097864091396332 (0.18334592133760452) | > loss_disc_real_3: 0.22447915375232697 (0.2186034545302391) | > loss_disc_real_4: 0.21746747195720673 (0.22075480222702026) | > loss_disc_real_5: 0.25239160656929016 (0.2631673514842987) | > loss_0: 2.2805349826812744 (2.291511654853821) | > loss_gen: 2.567335367202759 (2.57063364982605) | > loss_kl: 1.9051929712295532 (1.8991561532020569) | > loss_feat: 7.5553436279296875 (7.663410425186157) | > loss_mel: 12.910903930664062 (13.052177429199219) | > loss_duration: 1.8015520572662354 (1.773363709449768) | > loss_1: 26.740327835083008 (26.958741188049316)  --> STEP: 3 | > loss_disc: 2.17653489112854 (2.253186066945394) | > loss_disc_real_0: 0.0953274592757225 (0.11851259569327037) | > loss_disc_real_1: 0.20175813138484955 (0.20489696164925894) | > loss_disc_real_2: 0.16005252301692963 (0.1755814552307129) | > loss_disc_real_3: 0.2025246024131775 (0.21324383715788522) | > loss_disc_real_4: 0.22855567932128906 (0.22335509459177652) | > loss_disc_real_5: 0.2793600261211395 (0.268564909696579) | > loss_0: 2.17653489112854 (2.253186066945394) | > loss_gen: 2.8012137413024902 (2.6474936803181968) | > loss_kl: 1.947923183441162 (1.9154118299484253) | > loss_feat: 9.424692153930664 (8.25050433476766) | > loss_mel: 15.277606010437012 (13.793986956278482) | > loss_duration: 1.7853261232376099 (1.777351180712382) | > loss_1: 31.23676300048828 (28.384748458862305)  --> STEP: 4 | > loss_disc: 2.3749685287475586 (2.283631682395935) | > loss_disc_real_0: 0.11769753694534302 (0.11830883100628853) | > loss_disc_real_1: 0.20612706243991852 (0.20520448684692383) | > loss_disc_real_2: 0.15923237800598145 (0.17149418592453003) | > loss_disc_real_3: 0.23765785992145538 (0.21934734284877777) | > loss_disc_real_4: 0.23062679171562195 (0.22517301887273788) | > loss_disc_real_5: 0.2575066387653351 (0.265800341963768) | > loss_0: 2.3749685287475586 (2.283631682395935) | > loss_gen: 2.4137463569641113 (2.5890568494796753) | > loss_kl: 1.8319543600082397 (1.894547462463379) | > loss_feat: 7.3921661376953125 (8.035919785499573) | > loss_mel: 12.859278678894043 (13.560309886932373) | > loss_duration: 1.7171227931976318 (1.7622940838336945) | > loss_1: 26.21426773071289 (27.84212827682495) --> EVAL PERFORMANCE | > avg_loader_time: 0.2780318260192871 (-0.0014247298240661621) | > avg_loss_disc: 2.283631682395935 (-0.0701262354850769) | > avg_loss_disc_real_0: 0.11830883100628853 (+0.03333836421370506) | > avg_loss_disc_real_1: 0.20520448684692383 (-0.05104963481426239) | > avg_loss_disc_real_2: 0.17149418592453003 (-0.06227687746286392) | > avg_loss_disc_real_3: 0.21934734284877777 (+0.002278190106153488) | > avg_loss_disc_real_4: 0.22517301887273788 (-0.023724421858787537) | > avg_loss_disc_real_5: 0.265800341963768 (+0.02776946872472763) | > avg_loss_0: 2.283631682395935 (-0.0701262354850769) | > avg_loss_gen: 2.5890568494796753 (-0.07926970720291138) | > avg_loss_kl: 1.894547462463379 (-0.04859358072280884) | > avg_loss_feat: 8.035919785499573 (+0.4823204278945923) | > avg_loss_mel: 13.560309886932373 (+0.186354398727417) | > avg_loss_duration: 1.7622940838336945 (-0.012886583805084229) | > avg_loss_1: 27.84212827682495 (+0.5279250144958496)  > EPOCH: 96/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 06:23:40)   --> TIME: 2025-05-09 06:24:14 -- STEP: 37/725 -- GLOBAL_STEP: 115500 | > loss_disc: 2.210724353790283 (2.2183594317049593) | > loss_disc_real_0: 0.1768295019865036 (0.13655900149732023) | > loss_disc_real_1: 0.16903595626354218 (0.19585964285038612) | > loss_disc_real_2: 0.18018251657485962 (0.19195738797252243) | > loss_disc_real_3: 0.19780659675598145 (0.2046208059465563) | > loss_disc_real_4: 0.1944633275270462 (0.19983160294391014) | > loss_disc_real_5: 0.16930630803108215 (0.20713116591041153) | > loss_0: 2.210724353790283 (2.2183594317049593) | > grad_norm_0: tensor(40.3143, device='cuda:0') (tensor(34.4722, device='cuda:0')) | > loss_gen: 2.7319648265838623 (2.7355427548692033) | > loss_kl: 1.5500411987304688 (1.766133991447655) | > loss_feat: 8.60269832611084 (8.140444819991654) | > loss_mel: 12.313852310180664 (13.451117025839316) | > loss_duration: 1.697435975074768 (1.706819750167228) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.8959903717041 (27.80005841641813) | > grad_norm_1: tensor(841.7719, device='cuda:0') (tensor(815.7833, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8442 (0.840361653147517) | > loader_time: 0.0098 (0.009882237460162188)  --> TIME: 2025-05-09 06:24:57 -- STEP: 87/725 -- GLOBAL_STEP: 115550 | > loss_disc: 2.290501117706299 (2.224360622208694) | > loss_disc_real_0: 0.12866881489753723 (0.14066086032952382) | > loss_disc_real_1: 0.20068378746509552 (0.19528896130364518) | > loss_disc_real_2: 0.19673845171928406 (0.19238933338516057) | > loss_disc_real_3: 0.21254701912403107 (0.2049125263403202) | > loss_disc_real_4: 0.19187550246715546 (0.199703820477957) | > loss_disc_real_5: 0.24040532112121582 (0.20557510527386064) | > loss_0: 2.290501117706299 (2.224360622208694) | > grad_norm_0: tensor(12.9903, device='cuda:0') (tensor(36.2260, device='cuda:0')) | > loss_gen: 2.6202430725097656 (2.7555936533829266) | > loss_kl: 1.9695849418640137 (1.7566649351996937) | > loss_feat: 8.050607681274414 (8.18302743188266) | > loss_mel: 13.309160232543945 (13.410878729546207) | > loss_duration: 1.671246886253357 (1.7118133950507504) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.6208438873291 (27.817978102585364) | > grad_norm_1: tensor(645.5133, device='cuda:0') (tensor(779.9717, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8041 (0.8405066495654226) | > loader_time: 0.0093 (0.009897933609184178)  --> TIME: 2025-05-09 06:25:39 -- STEP: 137/725 -- GLOBAL_STEP: 115600 | > loss_disc: 2.1447997093200684 (2.227062428954744) | > loss_disc_real_0: 0.09034907072782516 (0.14017107615070612) | > loss_disc_real_1: 0.21157868206501007 (0.19575154161366232) | > loss_disc_real_2: 0.20658694207668304 (0.19240506330545798) | > loss_disc_real_3: 0.22426672279834747 (0.2046898619754471) | > loss_disc_real_4: 0.22611062228679657 (0.20017362086877336) | > loss_disc_real_5: 0.18493059277534485 (0.20596390951723947) | > loss_0: 2.1447997093200684 (2.227062428954744) | > grad_norm_0: tensor(29.0406, device='cuda:0') (tensor(35.1009, device='cuda:0')) | > loss_gen: 2.832930088043213 (2.744127257897036) | > loss_kl: 1.5263177156448364 (1.74357052441061) | > loss_feat: 8.37636661529541 (8.140863251512075) | > loss_mel: 13.228601455688477 (13.35088694356654) | > loss_duration: 1.7130365371704102 (1.7131536389789446) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.67725372314453 (27.692601628547166) | > grad_norm_1: tensor(476.1658, device='cuda:0') (tensor(787.1505, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8046 (0.8393060882596204) | > loader_time: 0.009 (0.009875323650610711)  --> TIME: 2025-05-09 06:26:22 -- STEP: 187/725 -- GLOBAL_STEP: 115650 | > loss_disc: 2.474238872528076 (2.221752293607131) | > loss_disc_real_0: 0.1276988536119461 (0.13831235520183066) | > loss_disc_real_1: 0.19863618910312653 (0.19635141772382392) | > loss_disc_real_2: 0.252925306558609 (0.19255036864688696) | > loss_disc_real_3: 0.22324953973293304 (0.204182338108991) | > loss_disc_real_4: 0.19937501847743988 (0.19950619841960665) | > loss_disc_real_5: 0.18969792127609253 (0.20416146166184374) | > loss_0: 2.474238872528076 (2.221752293607131) | > grad_norm_0: tensor(18.9845, device='cuda:0') (tensor(35.9674, device='cuda:0')) | > loss_gen: 2.221055030822754 (2.7648570779810604) | > loss_kl: 1.712548017501831 (1.7409129015264664) | > loss_feat: 6.0278706550598145 (8.2003505268199) | > loss_mel: 10.756672859191895 (13.418119542738971) | > loss_duration: 1.73677659034729 (1.715127709715124) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.454923629760742 (27.839367769618722) | > grad_norm_1: tensor(396.7194, device='cuda:0') (tensor(751.7615, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8288 (0.8392188982530073) | > loader_time: 0.0097 (0.009852158194557231)  --> TIME: 2025-05-09 06:27:05 -- STEP: 237/725 -- GLOBAL_STEP: 115700 | > loss_disc: 2.3666532039642334 (2.2194806568733267) | > loss_disc_real_0: 0.11967132985591888 (0.1382188572850911) | > loss_disc_real_1: 0.2217184454202652 (0.19623503032364417) | > loss_disc_real_2: 0.23946799337863922 (0.19238245436913862) | > loss_disc_real_3: 0.2250319868326187 (0.20432616657094116) | > loss_disc_real_4: 0.20371775329113007 (0.1991637450356021) | > loss_disc_real_5: 0.2303975224494934 (0.2035413835244843) | > loss_0: 2.3666532039642334 (2.2194806568733267) | > grad_norm_0: tensor(16.6684, device='cuda:0') (tensor(36.6868, device='cuda:0')) | > loss_gen: 2.568800449371338 (2.769172131260738) | > loss_kl: 1.9901952743530273 (1.7370935195608983) | > loss_feat: 7.240375995635986 (8.236454742367268) | > loss_mel: 13.351910591125488 (13.45944908399622) | > loss_duration: 1.7008546590805054 (1.7141707496804024) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.852136611938477 (27.916340244470266) | > grad_norm_1: tensor(171.1950, device='cuda:0') (tensor(755.2486, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.808 (0.8424633142817373) | > loader_time: 0.0094 (0.009825185381410487)  --> TIME: 2025-05-09 06:27:47 -- STEP: 287/725 -- GLOBAL_STEP: 115750 | > loss_disc: 2.2360758781433105 (2.215046036534195) | > loss_disc_real_0: 0.09649129956960678 (0.13690827625969143) | > loss_disc_real_1: 0.19980405271053314 (0.19586152014832042) | > loss_disc_real_2: 0.19606827199459076 (0.19210236371601921) | > loss_disc_real_3: 0.23863570392131805 (0.20421682812195618) | > loss_disc_real_4: 0.1901310533285141 (0.19866696503727277) | > loss_disc_real_5: 0.199895977973938 (0.20347348141130256) | > loss_0: 2.2360758781433105 (2.215046036534195) | > grad_norm_0: tensor(36.1104, device='cuda:0') (tensor(35.9421, device='cuda:0')) | > loss_gen: 2.830339193344116 (2.769778827341591) | > loss_kl: 2.111377477645874 (1.7439254846307042) | > loss_feat: 8.057577133178711 (8.258559833420287) | > loss_mel: 13.799673080444336 (13.508906447513594) | > loss_duration: 1.7291901111602783 (1.714693479006299) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.52815818786621 (27.995864077312195) | > grad_norm_1: tensor(756.5953, device='cuda:0') (tensor(756.7010, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.7932 (0.8405041295892272) | > loader_time: 0.0098 (0.009833412303326433)  --> TIME: 2025-05-09 06:28:30 -- STEP: 337/725 -- GLOBAL_STEP: 115800 | > loss_disc: 2.2290186882019043 (2.2179464533350237) | > loss_disc_real_0: 0.12282819300889969 (0.1377658613844159) | > loss_disc_real_1: 0.2017764300107956 (0.19563835611682978) | > loss_disc_real_2: 0.18386316299438477 (0.19241241969234504) | > loss_disc_real_3: 0.2152593433856964 (0.20445909959095512) | > loss_disc_real_4: 0.19202518463134766 (0.19894035248975717) | > loss_disc_real_5: 0.2023657262325287 (0.2033997677730878) | > loss_0: 2.2290186882019043 (2.2179464533350237) | > grad_norm_0: tensor(25.4448, device='cuda:0') (tensor(35.8512, device='cuda:0')) | > loss_gen: 2.690990447998047 (2.767785259099672) | > loss_kl: 1.7747234106063843 (1.746273083219896) | > loss_feat: 7.611291885375977 (8.249043256663432) | > loss_mel: 12.964430809020996 (13.49084271167789) | > loss_duration: 1.7005290985107422 (1.7133718707794963) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.74196434020996 (27.967316188868853) | > grad_norm_1: tensor(761.9661, device='cuda:0') (tensor(747.7790, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8682 (0.8397138585676426) | > loader_time: 0.0099 (0.009832123266837)  --> TIME: 2025-05-09 06:29:13 -- STEP: 387/725 -- GLOBAL_STEP: 115850 | > loss_disc: 2.2991690635681152 (2.2182823296357204) | > loss_disc_real_0: 0.19085152447223663 (0.1377595121700327) | > loss_disc_real_1: 0.19419702887535095 (0.19577088674833615) | > loss_disc_real_2: 0.21148593723773956 (0.1921554116546645) | > loss_disc_real_3: 0.22223354876041412 (0.20431680218809944) | > loss_disc_real_4: 0.21504078805446625 (0.19897643532555842) | > loss_disc_real_5: 0.20523005723953247 (0.20376285598721622) | > loss_0: 2.2991690635681152 (2.2182823296357204) | > grad_norm_0: tensor(51.5475, device='cuda:0') (tensor(35.4364, device='cuda:0')) | > loss_gen: 2.6743741035461426 (2.7638166733182365) | > loss_kl: 1.744435429573059 (1.7474181109928653) | > loss_feat: 7.135280132293701 (8.246344636577057) | > loss_mel: 12.436474800109863 (13.50517236477953) | > loss_duration: 1.7862684726715088 (1.7125313864197844) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.776832580566406 (27.97528315699378) | > grad_norm_1: tensor(659.7641, device='cuda:0') (tensor(756.3675, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8556 (0.8396069646189687) | > loader_time: 0.0102 (0.009826371836107822)  --> TIME: 2025-05-09 06:29:55 -- STEP: 437/725 -- GLOBAL_STEP: 115900 | > loss_disc: 2.2501981258392334 (2.221989700941528) | > loss_disc_real_0: 0.14131347835063934 (0.139450018445469) | > loss_disc_real_1: 0.1645018458366394 (0.1957092940534553) | > loss_disc_real_2: 0.17990095913410187 (0.19193868813034592) | > loss_disc_real_3: 0.22012585401535034 (0.20478432286249412) | > loss_disc_real_4: 0.20784559845924377 (0.1989324476135131) | > loss_disc_real_5: 0.23059187829494476 (0.20366196197966968) | > loss_0: 2.2501981258392334 (2.221989700941528) | > grad_norm_0: tensor(26.9377, device='cuda:0') (tensor(35.5552, device='cuda:0')) | > loss_gen: 2.784935474395752 (2.7618865022943) | > loss_kl: 1.9006707668304443 (1.7483822838392629) | > loss_feat: 8.578598022460938 (8.235989101418651) | > loss_mel: 14.283860206604004 (13.495203149127741) | > loss_duration: 1.6745043992996216 (1.7121048352811103) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.222570419311523 (27.953565885600565) | > grad_norm_1: tensor(955.3457, device='cuda:0') (tensor(744.0469, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8676 (0.8388398080996027) | > loader_time: 0.01 (0.009808640731008423)  --> TIME: 2025-05-09 06:30:37 -- STEP: 487/725 -- GLOBAL_STEP: 115950 | > loss_disc: 2.3104617595672607 (2.223640484486764) | > loss_disc_real_0: 0.1474461704492569 (0.13947298091662264) | > loss_disc_real_1: 0.19871562719345093 (0.1958038901768671) | > loss_disc_real_2: 0.2077353149652481 (0.19225950808373315) | > loss_disc_real_3: 0.17637978494167328 (0.2047854562804439) | > loss_disc_real_4: 0.22878731787204742 (0.19912929936968074) | > loss_disc_real_5: 0.1803414225578308 (0.20387445436121263) | > loss_0: 2.3104617595672607 (2.223640484486764) | > grad_norm_0: tensor(19.5187, device='cuda:0') (tensor(35.1027, device='cuda:0')) | > loss_gen: 2.500391960144043 (2.7549713759451673) | > loss_kl: 1.8051908016204834 (1.747301420881518) | > loss_feat: 7.177289009094238 (8.202175941310628) | > loss_mel: 12.926887512207031 (13.460136918806198) | > loss_duration: 1.701940894126892 (1.7126555574992846) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.1117000579834 (27.87724124430631) | > grad_norm_1: tensor(554.1909, device='cuda:0') (tensor(740.6761, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8117 (0.8384395145048106) | > loader_time: 0.0096 (0.009825600735705486)  --> TIME: 2025-05-09 06:31:20 -- STEP: 537/725 -- GLOBAL_STEP: 116000 | > loss_disc: 2.189831018447876 (2.222380434334613) | > loss_disc_real_0: 0.1997660994529724 (0.13944470493931138) | > loss_disc_real_1: 0.16983772814273834 (0.19550082972706814) | > loss_disc_real_2: 0.17406974732875824 (0.192085221881529) | > loss_disc_real_3: 0.20288263261318207 (0.20463715857189677) | > loss_disc_real_4: 0.19855491816997528 (0.19900274870559925) | > loss_disc_real_5: 0.23147927224636078 (0.20386782349598923) | > loss_0: 2.189831018447876 (2.222380434334613) | > grad_norm_0: tensor(61.3115, device='cuda:0') (tensor(35.2847, device='cuda:0')) | > loss_gen: 2.871511459350586 (2.7559109648734714) | > loss_kl: 1.551719307899475 (1.7467223121689242) | > loss_feat: 8.829465866088867 (8.202043084902918) | > loss_mel: 13.736599922180176 (13.455735256330039) | > loss_duration: 1.7281403541564941 (1.7126333285088426) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.717437744140625 (27.873044946340205) | > grad_norm_1: tensor(705.4196, device='cuda:0') (tensor(740.6046, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8402 (0.8384119043581091) | > loader_time: 0.0097 (0.00982329920905484) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_116000.pth  --> TIME: 2025-05-09 06:32:06 -- STEP: 587/725 -- GLOBAL_STEP: 116050 | > loss_disc: 2.3754446506500244 (2.2242811985275823) | > loss_disc_real_0: 0.17975308001041412 (0.1400839149368074) | > loss_disc_real_1: 0.1904117316007614 (0.1956473333821386) | > loss_disc_real_2: 0.1935586780309677 (0.19194259544044395) | > loss_disc_real_3: 0.20994806289672852 (0.20475053500377743) | > loss_disc_real_4: 0.2053360491991043 (0.19900984376719696) | > loss_disc_real_5: 0.2631371319293976 (0.2036818646440311) | > loss_0: 2.3754446506500244 (2.2242811985275823) | > grad_norm_0: tensor(14.1487, device='cuda:0') (tensor(35.2909, device='cuda:0')) | > loss_gen: 2.4473299980163574 (2.7577383960938335) | > loss_kl: 1.6381230354309082 (1.742856124799946) | > loss_feat: 7.166167259216309 (8.201820428773539) | > loss_mel: 12.83615493774414 (13.460219979489272) | > loss_duration: 1.6794865131378174 (1.7120790666372243) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.767263412475586 (27.874714001683206) | > grad_norm_1: tensor(106.8452, device='cuda:0') (tensor(723.7224, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8526 (0.8390500358666024) | > loader_time: 0.0093 (0.009804033136449022)  --> TIME: 2025-05-09 06:32:49 -- STEP: 637/725 -- GLOBAL_STEP: 116100 | > loss_disc: 2.186842441558838 (2.226375254207354) | > loss_disc_real_0: 0.12758797407150269 (0.14026830744238072) | > loss_disc_real_1: 0.1906614452600479 (0.19586713572311992) | > loss_disc_real_2: 0.2130047082901001 (0.192234522202513) | > loss_disc_real_3: 0.22484508156776428 (0.20483139763166616) | > loss_disc_real_4: 0.20378991961479187 (0.19908612365344622) | > loss_disc_real_5: 0.21308858692646027 (0.20410359937411088) | > loss_0: 2.186842441558838 (2.226375254207354) | > grad_norm_0: tensor(23.3329, device='cuda:0') (tensor(34.3708, device='cuda:0')) | > loss_gen: 2.8126230239868164 (2.752162338238871) | > loss_kl: 1.828269600868225 (1.7435504269188202) | > loss_feat: 8.25297737121582 (8.195089745933267) | > loss_mel: 12.849230766296387 (13.471161309366504) | > loss_duration: 1.665677547454834 (1.71127020601575) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.408777236938477 (27.873234019736117) | > grad_norm_1: tensor(795.8080, device='cuda:0') (tensor(715.6396, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8241 (0.8394765898795854) | > loader_time: 0.0093 (0.009779912149138863)  --> TIME: 2025-05-09 06:33:31 -- STEP: 687/725 -- GLOBAL_STEP: 116150 | > loss_disc: 2.153045654296875 (2.224325026660681) | > loss_disc_real_0: 0.12410562485456467 (0.13971096121067567) | > loss_disc_real_1: 0.21317525207996368 (0.1958849238126038) | > loss_disc_real_2: 0.20698393881320953 (0.19210697018596992) | > loss_disc_real_3: 0.20011025667190552 (0.2046449243198142) | > loss_disc_real_4: 0.2143016755580902 (0.1992337946851874) | > loss_disc_real_5: 0.18095502257347107 (0.20365002020390968) | > loss_0: 2.153045654296875 (2.224325026660681) | > grad_norm_0: tensor(28.2816, device='cuda:0') (tensor(34.3383, device='cuda:0')) | > loss_gen: 2.7310900688171387 (2.7570839247502255) | > loss_kl: 1.7236026525497437 (1.7447530891871001) | > loss_feat: 8.458097457885742 (8.20626421058022) | > loss_mel: 13.272395133972168 (13.480412798330422) | > loss_duration: 1.722159743309021 (1.7101834982937254) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.907344818115234 (27.898697518538885) | > grad_norm_1: tensor(760.9466, device='cuda:0') (tensor(712.3808, device='cuda:0')) | > current_lr_0: 0.00019761419434933197 | > current_lr_1: 0.00019761419434933197 | > step_time: 0.8586 (0.8390717964505524) | > loader_time: 0.0103 (0.009781218338567944)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.273228168487549 (2.273228168487549) | > loss_disc_real_0: 0.1602935791015625 (0.1602935791015625) | > loss_disc_real_1: 0.1956932693719864 (0.1956932693719864) | > loss_disc_real_2: 0.2237185388803482 (0.2237185388803482) | > loss_disc_real_3: 0.2685374319553375 (0.2685374319553375) | > loss_disc_real_4: 0.23527812957763672 (0.23527812957763672) | > loss_disc_real_5: 0.25359612703323364 (0.25359612703323364) | > loss_0: 2.273228168487549 (2.273228168487549) | > loss_gen: 2.953645706176758 (2.953645706176758) | > loss_kl: 1.7633986473083496 (1.7633986473083496) | > loss_feat: 8.292221069335938 (8.292221069335938) | > loss_mel: 13.617685317993164 (13.617685317993164) | > loss_duration: 1.6726170778274536 (1.6726170778274536) | > loss_1: 28.29956817626953 (28.29956817626953)  --> STEP: 1 | > loss_disc: 2.1609065532684326 (2.1609065532684326) | > loss_disc_real_0: 0.16212156414985657 (0.16212156414985657) | > loss_disc_real_1: 0.20157942175865173 (0.20157942175865173) | > loss_disc_real_2: 0.21489904820919037 (0.21489904820919037) | > loss_disc_real_3: 0.23625244200229645 (0.23625244200229645) | > loss_disc_real_4: 0.22640247642993927 (0.22640247642993927) | > loss_disc_real_5: 0.26180344820022583 (0.26180344820022583) | > loss_0: 2.1609065532684326 (2.1609065532684326) | > loss_gen: 3.1839139461517334 (3.1839139461517334) | > loss_kl: 1.8187062740325928 (1.8187062740325928) | > loss_feat: 8.642614364624023 (8.642614364624023) | > loss_mel: 14.778695106506348 (14.778695106506348) | > loss_duration: 1.7587449550628662 (1.7587449550628662) | > loss_1: 30.182676315307617 (30.182676315307617)  --> STEP: 2 | > loss_disc: 2.237696886062622 (2.1993017196655273) | > loss_disc_real_0: 0.1348097175359726 (0.14846564084291458) | > loss_disc_real_1: 0.19365645945072174 (0.19761794060468674) | > loss_disc_real_2: 0.2163282334804535 (0.21561364084482193) | > loss_disc_real_3: 0.24688205122947693 (0.2415672466158867) | > loss_disc_real_4: 0.19553238153457642 (0.21096742898225784) | > loss_disc_real_5: 0.25938931107521057 (0.2605963796377182) | > loss_0: 2.237696886062622 (2.1993017196655273) | > loss_gen: 2.86275315284729 (3.0233335494995117) | > loss_kl: 1.799443006515503 (1.8090746402740479) | > loss_feat: 7.270608425140381 (7.956611394882202) | > loss_mel: 12.735136032104492 (13.75691556930542) | > loss_duration: 1.8017973899841309 (1.7802711725234985) | > loss_1: 26.469738006591797 (28.326207160949707)  --> STEP: 3 | > loss_disc: 2.214200019836426 (2.2042678197224936) | > loss_disc_real_0: 0.1494421362876892 (0.14879113932450613) | > loss_disc_real_1: 0.2055346518754959 (0.20025684436162314) | > loss_disc_real_2: 0.21438296139240265 (0.21520341436068216) | > loss_disc_real_3: 0.2423345446586609 (0.24182301263014475) | > loss_disc_real_4: 0.20610050857067108 (0.2093451221783956) | > loss_disc_real_5: 0.24276424944400787 (0.25465233623981476) | > loss_0: 2.214200019836426 (2.2042678197224936) | > loss_gen: 2.9801859855651855 (3.00895102818807) | > loss_kl: 1.8128783702850342 (1.81034255027771) | > loss_feat: 8.362785339355469 (8.092002709706625) | > loss_mel: 13.60532283782959 (13.706384658813477) | > loss_duration: 1.7879663705825806 (1.7828362385431926) | > loss_1: 28.54913902282715 (28.40051778157552)  --> STEP: 4 | > loss_disc: 2.1535186767578125 (2.1915805339813232) | > loss_disc_real_0: 0.1410500854253769 (0.14685587584972382) | > loss_disc_real_1: 0.2233325093984604 (0.20602576062083244) | > loss_disc_real_2: 0.21377341449260712 (0.2148459143936634) | > loss_disc_real_3: 0.2510456144809723 (0.24412866309285164) | > loss_disc_real_4: 0.21519814431667328 (0.210808377712965) | > loss_disc_real_5: 0.2279735505580902 (0.24798263981938362) | > loss_0: 2.1535186767578125 (2.1915805339813232) | > loss_gen: 3.064279556274414 (3.0227831602096558) | > loss_kl: 2.00392484664917 (1.858738124370575) | > loss_feat: 8.1199951171875 (8.099000811576843) | > loss_mel: 14.558342933654785 (13.919374227523804) | > loss_duration: 1.70337975025177 (1.762972116470337) | > loss_1: 29.449922561645508 (28.662868976593018) --> EVAL PERFORMANCE | > avg_loader_time: 0.2745856046676636 (-0.003446221351623535) | > avg_loss_disc: 2.1915805339813232 (-0.09205114841461182) | > avg_loss_disc_real_0: 0.14685587584972382 (+0.028547044843435287) | > avg_loss_disc_real_1: 0.20602576062083244 (+0.0008212737739086151) | > avg_loss_disc_real_2: 0.2148459143936634 (+0.04335172846913338) | > avg_loss_disc_real_3: 0.24412866309285164 (+0.024781320244073868) | > avg_loss_disc_real_4: 0.210808377712965 (-0.014364641159772873) | > avg_loss_disc_real_5: 0.24798263981938362 (-0.017817702144384384) | > avg_loss_0: 2.1915805339813232 (-0.09205114841461182) | > avg_loss_gen: 3.0227831602096558 (+0.43372631072998047) | > avg_loss_kl: 1.858738124370575 (-0.035809338092803955) | > avg_loss_feat: 8.099000811576843 (+0.06308102607727051) | > avg_loss_mel: 13.919374227523804 (+0.35906434059143066) | > avg_loss_duration: 1.762972116470337 (+0.0006780326366424561) | > avg_loss_1: 28.662868976593018 (+0.8207406997680664)  > EPOCH: 97/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 06:34:10)   --> TIME: 2025-05-09 06:34:22 -- STEP: 12/725 -- GLOBAL_STEP: 116200 | > loss_disc: 2.3004326820373535 (2.2019295493761697) | > loss_disc_real_0: 0.13299764692783356 (0.12458133635421594) | > loss_disc_real_1: 0.21351346373558044 (0.19653687874476114) | > loss_disc_real_2: 0.21594060957431793 (0.18926709021131197) | > loss_disc_real_3: 0.24320273101329803 (0.20458229507009187) | > loss_disc_real_4: 0.21886403858661652 (0.2016771969695886) | > loss_disc_real_5: 0.19464340806007385 (0.1988006979227066) | > loss_0: 2.3004326820373535 (2.2019295493761697) | > grad_norm_0: tensor(52.2894, device='cuda:0') (tensor(36.8086, device='cuda:0')) | > loss_gen: 2.6276979446411133 (2.78696475426356) | > loss_kl: 1.6912336349487305 (1.7726544737815857) | > loss_feat: 6.849984645843506 (8.356877088546751) | > loss_mel: 11.71439266204834 (13.714067379633585) | > loss_duration: 1.7452008724212646 (1.7080142498016357) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.628509521484375 (28.33857790629069) | > grad_norm_1: tensor(764.6228, device='cuda:0') (tensor(786.3713, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8337 (0.827281634012858) | > loader_time: 0.0091 (0.009734928607940676)  --> TIME: 2025-05-09 06:35:05 -- STEP: 62/725 -- GLOBAL_STEP: 116250 | > loss_disc: 2.359877109527588 (2.2101221315322395) | > loss_disc_real_0: 0.1435638815164566 (0.13542708261839811) | > loss_disc_real_1: 0.21135379374027252 (0.19587223375997237) | > loss_disc_real_2: 0.21883416175842285 (0.19102553494514954) | > loss_disc_real_3: 0.23874589800834656 (0.2036943957209587) | > loss_disc_real_4: 0.1988237500190735 (0.19764696301952486) | > loss_disc_real_5: 0.25429341197013855 (0.20337500567397765) | > loss_0: 2.359877109527588 (2.2101221315322395) | > grad_norm_0: tensor(68.8934, device='cuda:0') (tensor(33.4601, device='cuda:0')) | > loss_gen: 2.600512981414795 (2.779453689052213) | > loss_kl: 1.693986415863037 (1.7466754048101363) | > loss_feat: 7.080055236816406 (8.338425636291502) | > loss_mel: 12.928345680236816 (13.524322017546623) | > loss_duration: 1.741018533706665 (1.6993499032912716) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.043920516967773 (28.088226749051003) | > grad_norm_1: tensor(1000.0514, device='cuda:0') (tensor(752.6566, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8509 (0.845414400100708) | > loader_time: 0.0096 (0.010263777548266996)  --> TIME: 2025-05-09 06:35:49 -- STEP: 112/725 -- GLOBAL_STEP: 116300 | > loss_disc: 2.2079219818115234 (2.2101870519774303) | > loss_disc_real_0: 0.1357610672712326 (0.13592764788440298) | > loss_disc_real_1: 0.18186122179031372 (0.1958172076514789) | > loss_disc_real_2: 0.18957753479480743 (0.19081111451877011) | > loss_disc_real_3: 0.1924522966146469 (0.2030662259619151) | > loss_disc_real_4: 0.1820596605539322 (0.19778857114059584) | > loss_disc_real_5: 0.20864050090312958 (0.20301231369376183) | > loss_0: 2.2079219818115234 (2.2101870519774303) | > grad_norm_0: tensor(13.2612, device='cuda:0') (tensor(36.0211, device='cuda:0')) | > loss_gen: 2.6562702655792236 (2.7846427176679875) | > loss_kl: 1.7163963317871094 (1.7440260191048895) | > loss_feat: 7.954229831695557 (8.34279687064034) | > loss_mel: 12.842918395996094 (13.59432737316404) | > loss_duration: 1.7072960138320923 (1.7048912921122141) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.877111434936523 (28.170684269496373) | > grad_norm_1: tensor(591.5291, device='cuda:0') (tensor(777.3572, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8245 (0.8504173351185662) | > loader_time: 0.0093 (0.010144599846431183)  --> TIME: 2025-05-09 06:36:31 -- STEP: 162/725 -- GLOBAL_STEP: 116350 | > loss_disc: 2.191265344619751 (2.2144957677817616) | > loss_disc_real_0: 0.27351662516593933 (0.13915566893087508) | > loss_disc_real_1: 0.17264479398727417 (0.19552738265490827) | > loss_disc_real_2: 0.17316368222236633 (0.19019758646134982) | > loss_disc_real_3: 0.16862565279006958 (0.20299455164759247) | > loss_disc_real_4: 0.19829948246479034 (0.19822952473237188) | > loss_disc_real_5: 0.228463813662529 (0.20265024734867942) | > loss_0: 2.191265344619751 (2.2144957677817616) | > grad_norm_0: tensor(101.6401, device='cuda:0') (tensor(36.3167, device='cuda:0')) | > loss_gen: 2.9736151695251465 (2.7724802817827374) | > loss_kl: 1.7586212158203125 (1.7388161155912611) | > loss_feat: 9.38176441192627 (8.295577364203368) | > loss_mel: 15.071061134338379 (13.576931294099785) | > loss_duration: 1.673313856124878 (1.7051223854959747) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.858375549316406 (28.088927422040776) | > grad_norm_1: tensor(779.5989, device='cuda:0') (tensor(781.2203, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8229 (0.846367668222498) | > loader_time: 0.0103 (0.010010723714475277)  --> TIME: 2025-05-09 06:37:14 -- STEP: 212/725 -- GLOBAL_STEP: 116400 | > loss_disc: 2.2103335857391357 (2.2135222419252925) | > loss_disc_real_0: 0.16380859911441803 (0.13944576849352658) | > loss_disc_real_1: 0.18336671590805054 (0.19586506528112124) | > loss_disc_real_2: 0.20522838830947876 (0.19034466084163143) | > loss_disc_real_3: 0.2210923135280609 (0.2030903161415514) | > loss_disc_real_4: 0.20765231549739838 (0.19759028032422063) | > loss_disc_real_5: 0.23295317590236664 (0.202125211861336) | > loss_0: 2.2103335857391357 (2.2135222419252925) | > grad_norm_0: tensor(8.5863, device='cuda:0') (tensor(35.3435, device='cuda:0')) | > loss_gen: 2.759936571121216 (2.7766117363605836) | > loss_kl: 1.6869982481002808 (1.7488629261277757) | > loss_feat: 7.845491886138916 (8.330646280972465) | > loss_mel: 12.551732063293457 (13.603363419478795) | > loss_duration: 1.7176709175109863 (1.7050025918573704) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.56182861328125 (28.164486876073873) | > grad_norm_1: tensor(570.1885, device='cuda:0') (tensor(757.2218, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.843 (0.8467112892078903) | > loader_time: 0.0104 (0.010031327886401483)  --> TIME: 2025-05-09 06:37:57 -- STEP: 262/725 -- GLOBAL_STEP: 116450 | > loss_disc: 2.1469297409057617 (2.2079818840245236) | > loss_disc_real_0: 0.11594317108392715 (0.1385402911491978) | > loss_disc_real_1: 0.20586243271827698 (0.1950392442691417) | > loss_disc_real_2: 0.19737206399440765 (0.19018009071814196) | > loss_disc_real_3: 0.18087777495384216 (0.20293961289047285) | > loss_disc_real_4: 0.1739787608385086 (0.19771126737348907) | > loss_disc_real_5: 0.2055661827325821 (0.20185808319854373) | > loss_0: 2.1469297409057617 (2.2079818840245236) | > grad_norm_0: tensor(26.4994, device='cuda:0') (tensor(35.6118, device='cuda:0')) | > loss_gen: 2.7252554893493652 (2.77959757542792) | > loss_kl: 1.7697582244873047 (1.7524692452590884) | > loss_feat: 7.883960247039795 (8.335124538144996) | > loss_mel: 13.113295555114746 (13.585738316747069) | > loss_duration: 1.6792807579040527 (1.705328858080711) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.171550750732422 (28.158258467230176) | > grad_norm_1: tensor(813.1343, device='cuda:0') (tensor(768.8699, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8717 (0.8447920766495566) | > loader_time: 0.0096 (0.010015170992785738)  --> TIME: 2025-05-09 06:38:40 -- STEP: 312/725 -- GLOBAL_STEP: 116500 | > loss_disc: 2.343441963195801 (2.206724200493248) | > loss_disc_real_0: 0.13827896118164062 (0.13762954579522985) | > loss_disc_real_1: 0.20518001914024353 (0.19451455671626786) | > loss_disc_real_2: 0.18229827284812927 (0.1898989390868407) | > loss_disc_real_3: 0.20576485991477966 (0.20265803409692573) | > loss_disc_real_4: 0.20416882634162903 (0.19787243443230787) | > loss_disc_real_5: 0.2059466689825058 (0.20206584523503598) | > loss_0: 2.343441963195801 (2.206724200493248) | > grad_norm_0: tensor(17.8049, device='cuda:0') (tensor(35.7198, device='cuda:0')) | > loss_gen: 2.4818789958953857 (2.7802429038744694) | > loss_kl: 1.7581690549850464 (1.7495483270822427) | > loss_feat: 6.267146587371826 (8.330091137152456) | > loss_mel: 11.456049919128418 (13.596889086258715) | > loss_duration: 1.6769874095916748 (1.704367417555589) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.640230178833008 (28.161138772964478) | > grad_norm_1: tensor(564.3324, device='cuda:0') (tensor(767.3221, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8285 (0.8440190821121902) | > loader_time: 0.0097 (0.01000146758862031)  --> TIME: 2025-05-09 06:39:23 -- STEP: 362/725 -- GLOBAL_STEP: 116550 | > loss_disc: 2.1329963207244873 (2.2105891289631954) | > loss_disc_real_0: 0.132570281624794 (0.13850591776285395) | > loss_disc_real_1: 0.15696798264980316 (0.19466155351690173) | > loss_disc_real_2: 0.23191986978054047 (0.1904848591316471) | > loss_disc_real_3: 0.22194036841392517 (0.20269667896447266) | > loss_disc_real_4: 0.2075497955083847 (0.1983878815454014) | > loss_disc_real_5: 0.20093028247356415 (0.20234679673587425) | > loss_0: 2.1329963207244873 (2.2105891289631954) | > grad_norm_0: tensor(35.8395, device='cuda:0') (tensor(35.9513, device='cuda:0')) | > loss_gen: 2.8407158851623535 (2.7756684326993826) | > loss_kl: 1.7226331233978271 (1.7468147600553312) | > loss_feat: 9.484916687011719 (8.29726366575252) | > loss_mel: 16.212629318237305 (13.559655495111452) | > loss_duration: 1.6600639820098877 (1.7035113003372488) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.92095947265625 (28.082913593692673) | > grad_norm_1: tensor(666.4277, device='cuda:0') (tensor(772.6495, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8404 (0.8443675871053455) | > loader_time: 0.0105 (0.009987010481607845)  --> TIME: 2025-05-09 06:40:05 -- STEP: 412/725 -- GLOBAL_STEP: 116600 | > loss_disc: 2.041472911834717 (2.2101969117099767) | > loss_disc_real_0: 0.08577238023281097 (0.13859320714057072) | > loss_disc_real_1: 0.23224487900733948 (0.19481504600024924) | > loss_disc_real_2: 0.17169803380966187 (0.190313709664692) | > loss_disc_real_3: 0.19026780128479004 (0.20284221426231194) | > loss_disc_real_4: 0.18088747560977936 (0.19843640789678954) | > loss_disc_real_5: 0.1382862627506256 (0.20204338181800058) | > loss_0: 2.041472911834717 (2.2101969117099767) | > grad_norm_0: tensor(18.1815, device='cuda:0') (tensor(35.9896, device='cuda:0')) | > loss_gen: 2.8251142501831055 (2.7809876093586667) | > loss_kl: 1.8010995388031006 (1.749280189136857) | > loss_feat: 9.084176063537598 (8.300283508393372) | > loss_mel: 14.068796157836914 (13.562944571948744) | > loss_duration: 1.6990965604782104 (1.7043076707321463) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.478282928466797 (28.097803500092144) | > grad_norm_1: tensor(589.1716, device='cuda:0') (tensor(762.9644, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8363 (0.8439292849846258) | > loader_time: 0.0104 (0.009988696829786578)  --> TIME: 2025-05-09 06:40:48 -- STEP: 462/725 -- GLOBAL_STEP: 116650 | > loss_disc: 2.290086507797241 (2.210819588853165) | > loss_disc_real_0: 0.1259828358888626 (0.13794909519228077) | > loss_disc_real_1: 0.17919522523880005 (0.19503870709633936) | > loss_disc_real_2: 0.1752641499042511 (0.19040161829232138) | > loss_disc_real_3: 0.23302002251148224 (0.20306322626866308) | > loss_disc_real_4: 0.21179309487342834 (0.19856600527897542) | > loss_disc_real_5: 0.1729704886674881 (0.20216632569894133) | > loss_0: 2.290086507797241 (2.210819588853165) | > grad_norm_0: tensor(40.5770, device='cuda:0') (tensor(35.5510, device='cuda:0')) | > loss_gen: 2.527066946029663 (2.777171263447055) | > loss_kl: 1.764252781867981 (1.7424034019569299) | > loss_feat: 7.39178991317749 (8.284600973129278) | > loss_mel: 12.615225791931152 (13.544755964568164) | > loss_duration: 1.7525336742401123 (1.7048827531017783) | > amp_scaler: 256.0 (132.1558441558441) | > loss_1: 26.05086898803711 (28.053814318272973) | > grad_norm_1: tensor(954.8246, device='cuda:0') (tensor(762.5107, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.7762 (0.8439683676798108) | > loader_time: 0.0113 (0.009983763034209545)  --> TIME: 2025-05-09 06:41:31 -- STEP: 512/725 -- GLOBAL_STEP: 116700 | > loss_disc: 2.194624185562134 (2.209538200637324) | > loss_disc_real_0: 0.14456255733966827 (0.13721430847363092) | > loss_disc_real_1: 0.1899767369031906 (0.19497254418092785) | > loss_disc_real_2: 0.1782599538564682 (0.19025442085694522) | > loss_disc_real_3: 0.1956157088279724 (0.20317820302443582) | > loss_disc_real_4: 0.19039906561374664 (0.19839393845177256) | > loss_disc_real_5: 0.19005218148231506 (0.20236668176949027) | > loss_0: 2.194624185562134 (2.209538200637324) | > grad_norm_0: tensor(19.4510, device='cuda:0') (tensor(35.6576, device='cuda:0')) | > loss_gen: 2.7286055088043213 (2.7787331305444236) | > loss_kl: 1.6585215330123901 (1.7417823588475585) | > loss_feat: 8.363336563110352 (8.289856380783023) | > loss_mel: 13.380057334899902 (13.538789216428993) | > loss_duration: 1.6626482009887695 (1.7062291053589433) | > amp_scaler: 128.0 (133.24999999999983) | > loss_1: 27.793170928955078 (28.055390153080225) | > grad_norm_1: tensor(863.0758, device='cuda:0') (tensor(766.3757, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8521 (0.8434961489401759) | > loader_time: 0.0099 (0.009971655439585447)  --> TIME: 2025-05-09 06:42:14 -- STEP: 562/725 -- GLOBAL_STEP: 116750 | > loss_disc: 2.079216957092285 (2.2062920355287723) | > loss_disc_real_0: 0.1250525563955307 (0.13647935762206018) | > loss_disc_real_1: 0.20476089417934418 (0.19485171942630272) | > loss_disc_real_2: 0.20147453248500824 (0.19022955135624603) | > loss_disc_real_3: 0.16877150535583496 (0.20296127065432884) | > loss_disc_real_4: 0.20794092118740082 (0.1983317871216777) | > loss_disc_real_5: 0.1492418795824051 (0.20199401167576) | > loss_0: 2.079216957092285 (2.2062920355287723) | > grad_norm_0: tensor(20.1057, device='cuda:0') (tensor(35.6872, device='cuda:0')) | > loss_gen: 3.021625518798828 (2.782657591897821) | > loss_kl: 1.5617702007293701 (1.7419672292322448) | > loss_feat: 9.31956958770752 (8.312674651366537) | > loss_mel: 13.82209587097168 (13.578686033703677) | > loss_duration: 1.6731736660003662 (1.7062650244431137) | > amp_scaler: 128.0 (132.78291814946607) | > loss_1: 29.398235321044922 (28.12225048906863) | > grad_norm_1: tensor(916.8472, device='cuda:0') (tensor(768.0547, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8866 (0.8431211421498203) | > loader_time: 0.0103 (0.009970846973704272)  --> TIME: 2025-05-09 06:42:57 -- STEP: 612/725 -- GLOBAL_STEP: 116800 | > loss_disc: 2.2720842361450195 (2.2059925001820684) | > loss_disc_real_0: 0.07766402512788773 (0.1362236154576144) | > loss_disc_real_1: 0.21648071706295013 (0.19487489888968035) | > loss_disc_real_2: 0.22666235268115997 (0.1901774992253265) | > loss_disc_real_3: 0.20772601664066315 (0.20308751082108678) | > loss_disc_real_4: 0.22003673017024994 (0.1982057225567843) | > loss_disc_real_5: 0.16808566451072693 (0.20182824402657995) | > loss_0: 2.2720842361450195 (2.2059925001820684) | > grad_norm_0: tensor(39.3047, device='cuda:0') (tensor(35.9256, device='cuda:0')) | > loss_gen: 2.8465631008148193 (2.7842465023589273) | > loss_kl: 1.759174108505249 (1.742921739232306) | > loss_feat: 8.919163703918457 (8.318248127021041) | > loss_mel: 14.110650062561035 (13.574825355430061) | > loss_duration: 1.633721947669983 (1.706102757477292) | > amp_scaler: 128.0 (132.39215686274494) | > loss_1: 29.26927375793457 (28.1263444532756) | > grad_norm_1: tensor(1142.2526, device='cuda:0') (tensor(773.2847, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8079 (0.8430890460419499) | > loader_time: 0.0088 (0.009971830190396777)  --> TIME: 2025-05-09 06:43:39 -- STEP: 662/725 -- GLOBAL_STEP: 116850 | > loss_disc: 2.2115061283111572 (2.2043255191195024) | > loss_disc_real_0: 0.16778773069381714 (0.13533809761941637) | > loss_disc_real_1: 0.20780986547470093 (0.19470586213550548) | > loss_disc_real_2: 0.17686904966831207 (0.1899891955794883) | > loss_disc_real_3: 0.18992292881011963 (0.20337778088999647) | > loss_disc_real_4: 0.2003650814294815 (0.19830939623884564) | > loss_disc_real_5: 0.23986659944057465 (0.20185730079599742) | > loss_0: 2.2115061283111572 (2.2043255191195024) | > grad_norm_0: tensor(50.1145, device='cuda:0') (tensor(35.9250, device='cuda:0')) | > loss_gen: 2.926473379135132 (2.785708502340171) | > loss_kl: 1.826655387878418 (1.7485712674809364) | > loss_feat: 8.67419719696045 (8.320805204598923) | > loss_mel: 13.480544090270996 (13.56626975500332) | > loss_duration: 1.7138453722000122 (1.7067507463999738) | > amp_scaler: 128.0 (132.06042296072482) | > loss_1: 28.621715545654297 (28.128105460336926) | > grad_norm_1: tensor(818.5555, device='cuda:0') (tensor(772.6599, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8716 (0.84249239133564) | > loader_time: 0.01 (0.00996977721096166)  --> TIME: 2025-05-09 06:44:22 -- STEP: 712/725 -- GLOBAL_STEP: 116900 | > loss_disc: 2.2107574939727783 (2.20297318646747) | > loss_disc_real_0: 0.1307193487882614 (0.13504262970697717) | > loss_disc_real_1: 0.2086271196603775 (0.19464548675113189) | > loss_disc_real_2: 0.18380148708820343 (0.1898358243862897) | > loss_disc_real_3: 0.18607760965824127 (0.20336543678651353) | > loss_disc_real_4: 0.18879708647727966 (0.19830852336762997) | > loss_disc_real_5: 0.18971091508865356 (0.2019019151587835) | > loss_0: 2.2107574939727783 (2.20297318646747) | > grad_norm_0: tensor(19.7322, device='cuda:0') (tensor(35.9381, device='cuda:0')) | > loss_gen: 2.7054078578948975 (2.786766497941497) | > loss_kl: 1.8584318161010742 (1.7498283088207243) | > loss_feat: 7.917137145996094 (8.32641086283694) | > loss_mel: 13.667460441589355 (13.556731766529303) | > loss_duration: 1.7245104312896729 (1.7067374498321763) | > amp_scaler: 128.0 (131.77528089887608) | > loss_1: 27.872947692871094 (28.12647487340349) | > grad_norm_1: tensor(790.4584, device='cuda:0') (tensor(776.4717, device='cuda:0')) | > current_lr_0: 0.0001975894925750383 | > current_lr_1: 0.0001975894925750383 | > step_time: 0.8164 (0.8425960734988867) | > loader_time: 0.0095 (0.009982322039229156)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2037625312805176 (2.2037625312805176) | > loss_disc_real_0: 0.17468245327472687 (0.17468245327472687) | > loss_disc_real_1: 0.13156268000602722 (0.13156268000602722) | > loss_disc_real_2: 0.23261357843875885 (0.23261357843875885) | > loss_disc_real_3: 0.1976712942123413 (0.1976712942123413) | > loss_disc_real_4: 0.19155298173427582 (0.19155298173427582) | > loss_disc_real_5: 0.2647145688533783 (0.2647145688533783) | > loss_0: 2.2037625312805176 (2.2037625312805176) | > loss_gen: 2.889806032180786 (2.889806032180786) | > loss_kl: 2.011441707611084 (2.011441707611084) | > loss_feat: 8.840456008911133 (8.840456008911133) | > loss_mel: 14.188830375671387 (14.188830375671387) | > loss_duration: 1.6855809688568115 (1.6855809688568115) | > loss_1: 29.616117477416992 (29.616117477416992)  --> STEP: 1 | > loss_disc: 2.4126620292663574 (2.4126620292663574) | > loss_disc_real_0: 0.19211401045322418 (0.19211401045322418) | > loss_disc_real_1: 0.1526232212781906 (0.1526232212781906) | > loss_disc_real_2: 0.27483049035072327 (0.27483049035072327) | > loss_disc_real_3: 0.19512639939785004 (0.19512639939785004) | > loss_disc_real_4: 0.217920184135437 (0.217920184135437) | > loss_disc_real_5: 0.2794976830482483 (0.2794976830482483) | > loss_0: 2.4126620292663574 (2.4126620292663574) | > loss_gen: 2.6074414253234863 (2.6074414253234863) | > loss_kl: 1.9605385065078735 (1.9605385065078735) | > loss_feat: 6.794107913970947 (6.794107913970947) | > loss_mel: 12.367703437805176 (12.367703437805176) | > loss_duration: 1.769529104232788 (1.769529104232788) | > loss_1: 25.499319076538086 (25.499319076538086)  --> STEP: 2 | > loss_disc: 2.1315674781799316 (2.2721147537231445) | > loss_disc_real_0: 0.16646718978881836 (0.17929060012102127) | > loss_disc_real_1: 0.13462696969509125 (0.14362509548664093) | > loss_disc_real_2: 0.25822848081588745 (0.26652948558330536) | > loss_disc_real_3: 0.19146943092346191 (0.19329791516065598) | > loss_disc_real_4: 0.21062161028385162 (0.21427089720964432) | > loss_disc_real_5: 0.2462301105260849 (0.2628638967871666) | > loss_0: 2.1315674781799316 (2.2721147537231445) | > loss_gen: 3.0919981002807617 (2.849719762802124) | > loss_kl: 1.8133946657180786 (1.886966586112976) | > loss_feat: 9.045402526855469 (7.919755220413208) | > loss_mel: 15.64537525177002 (14.006539344787598) | > loss_duration: 1.81690514087677 (1.793217122554779) | > loss_1: 31.41307830810547 (28.456198692321777)  --> STEP: 3 | > loss_disc: 2.294940710067749 (2.2797234058380127) | > loss_disc_real_0: 0.1836196482181549 (0.18073361615339914) | > loss_disc_real_1: 0.15472427010536194 (0.14732482035954794) | > loss_disc_real_2: 0.2619699239730835 (0.2650096317132314) | > loss_disc_real_3: 0.18804927170276642 (0.19154836734135947) | > loss_disc_real_4: 0.21041668951511383 (0.2129861613114675) | > loss_disc_real_5: 0.24654649198055267 (0.2574247618516286) | > loss_0: 2.294940710067749 (2.2797234058380127) | > loss_gen: 2.7439966201782227 (2.8144787152608237) | > loss_kl: 1.9872100353240967 (1.9203810691833496) | > loss_feat: 7.248363494873047 (7.695957978566487) | > loss_mel: 12.649640083312988 (13.554239590962728) | > loss_duration: 1.8082976341247559 (1.7982439597447712) | > loss_1: 26.437509536743164 (27.783302307128906)  --> STEP: 4 | > loss_disc: 2.3258445262908936 (2.291253685951233) | > loss_disc_real_0: 0.16153842210769653 (0.1759348176419735) | > loss_disc_real_1: 0.17060743272304535 (0.1531454734504223) | > loss_disc_real_2: 0.2632334232330322 (0.2645655795931816) | > loss_disc_real_3: 0.1893898993730545 (0.19100875034928322) | > loss_disc_real_4: 0.23291848599910736 (0.21796924248337746) | > loss_disc_real_5: 0.2703954577445984 (0.26066743582487106) | > loss_0: 2.3258445262908936 (2.291253685951233) | > loss_gen: 2.7134077548980713 (2.7892109751701355) | > loss_kl: 1.9593249559402466 (1.9301170408725739) | > loss_feat: 7.520926475524902 (7.652200102806091) | > loss_mel: 13.139394760131836 (13.450528383255005) | > loss_duration: 1.723520040512085 (1.7795629799365997) | > loss_1: 27.05657386779785 (27.601620197296143) --> EVAL PERFORMANCE | > avg_loader_time: 0.2776384949684143 (+0.0030528903007507324) | > avg_loss_disc: 2.291253685951233 (+0.09967315196990967) | > avg_loss_disc_real_0: 0.1759348176419735 (+0.02907894179224968) | > avg_loss_disc_real_1: 0.1531454734504223 (-0.052880287170410156) | > avg_loss_disc_real_2: 0.2645655795931816 (+0.049719665199518204) | > avg_loss_disc_real_3: 0.19100875034928322 (-0.05311991274356842) | > avg_loss_disc_real_4: 0.21796924248337746 (+0.007160864770412445) | > avg_loss_disc_real_5: 0.26066743582487106 (+0.012684796005487442) | > avg_loss_0: 2.291253685951233 (+0.09967315196990967) | > avg_loss_gen: 2.7892109751701355 (-0.23357218503952026) | > avg_loss_kl: 1.9301170408725739 (+0.0713789165019989) | > avg_loss_feat: 7.652200102806091 (-0.44680070877075195) | > avg_loss_mel: 13.450528383255005 (-0.46884584426879883) | > avg_loss_duration: 1.7795629799365997 (+0.016590863466262817) | > avg_loss_1: 27.601620197296143 (-1.061248779296875)  > EPOCH: 98/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 06:44:39)   --> TIME: 2025-05-09 06:45:13 -- STEP: 37/725 -- GLOBAL_STEP: 116950 | > loss_disc: 2.2041406631469727 (2.204111891823846) | > loss_disc_real_0: 0.1267981380224228 (0.13282756487259995) | > loss_disc_real_1: 0.17934903502464294 (0.19327016738620964) | > loss_disc_real_2: 0.1678483933210373 (0.18679667606547073) | > loss_disc_real_3: 0.20267097651958466 (0.20517728014572248) | > loss_disc_real_4: 0.17941060662269592 (0.19767529416728663) | > loss_disc_real_5: 0.1827891319990158 (0.20168141456874641) | > loss_0: 2.2041406631469727 (2.204111891823846) | > grad_norm_0: tensor(48.3182, device='cuda:0') (tensor(30.4009, device='cuda:0')) | > loss_gen: 2.6206021308898926 (2.7811882495880127) | > loss_kl: 1.7550780773162842 (1.7839510183076601) | > loss_feat: 8.180536270141602 (8.433067734177047) | > loss_mel: 12.686994552612305 (13.671694858654126) | > loss_duration: 1.6889269351959229 (1.7049421813036945) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.93213653564453 (28.374843958261852) | > grad_norm_1: tensor(861.1924, device='cuda:0') (tensor(711.7109, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8531 (0.8442986784754573) | > loader_time: 0.0097 (0.010041977908160235)  --> TIME: 2025-05-09 06:45:56 -- STEP: 87/725 -- GLOBAL_STEP: 117000 | > loss_disc: 2.260035991668701 (2.211997989950509) | > loss_disc_real_0: 0.10545790940523148 (0.13589531705639826) | > loss_disc_real_1: 0.17373216152191162 (0.19510452637727232) | > loss_disc_real_2: 0.20641638338565826 (0.1876956601252501) | > loss_disc_real_3: 0.18387864530086517 (0.2056643070503213) | > loss_disc_real_4: 0.219682514667511 (0.19936544542340026) | > loss_disc_real_5: 0.2531677782535553 (0.20441625498492141) | > loss_0: 2.260035991668701 (2.211997989950509) | > grad_norm_0: tensor(21.1392, device='cuda:0') (tensor(32.9671, device='cuda:0')) | > loss_gen: 2.5646941661834717 (2.7617018222808833) | > loss_kl: 1.7059576511383057 (1.7793940949714047) | > loss_feat: 7.864664077758789 (8.320426705239834) | > loss_mel: 12.961020469665527 (13.655759427739286) | > loss_duration: 1.681138277053833 (1.7079289439080776) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.777475357055664 (28.2252109571435) | > grad_norm_1: tensor(649.8920, device='cuda:0') (tensor(734.6895, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8317 (0.8414840396793406) | > loader_time: 0.0095 (0.010065848799957627) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_117000.pth  --> TIME: 2025-05-09 06:46:41 -- STEP: 137/725 -- GLOBAL_STEP: 117050 | > loss_disc: 2.0950918197631836 (2.215699656166299) | > loss_disc_real_0: 0.1319517344236374 (0.1386962909333027) | > loss_disc_real_1: 0.20307330787181854 (0.19580376985734396) | > loss_disc_real_2: 0.19324590265750885 (0.18906217965766461) | > loss_disc_real_3: 0.23171710968017578 (0.2040177704426494) | > loss_disc_real_4: 0.20759786665439606 (0.19963856965956026) | > loss_disc_real_5: 0.18874841928482056 (0.20350707403934784) | > loss_0: 2.0950918197631836 (2.215699656166299) | > grad_norm_0: tensor(27.9532, device='cuda:0') (tensor(34.8470, device='cuda:0')) | > loss_gen: 3.0606157779693604 (2.773393284665407) | > loss_kl: 1.7194147109985352 (1.7771330427949446) | > loss_feat: 9.351065635681152 (8.383144636223786) | > loss_mel: 14.359930038452148 (13.769682807643917) | > loss_duration: 1.6857483386993408 (1.7073306419553549) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.176774978637695 (28.41068427928173) | > grad_norm_1: tensor(697.0091, device='cuda:0') (tensor(739.2991, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8055 (0.8433774457360704) | > loader_time: 0.0087 (0.010022144248015686)  --> TIME: 2025-05-09 06:47:24 -- STEP: 187/725 -- GLOBAL_STEP: 117100 | > loss_disc: 2.229288101196289 (2.2190177230273975) | > loss_disc_real_0: 0.0746585801243782 (0.13907651563379217) | > loss_disc_real_1: 0.1874711513519287 (0.19614623518869842) | > loss_disc_real_2: 0.1904127597808838 (0.18955403151996641) | > loss_disc_real_3: 0.1932002156972885 (0.20476681097624774) | > loss_disc_real_4: 0.17328563332557678 (0.19993777031248267) | > loss_disc_real_5: 0.18576087057590485 (0.20319586689459448) | > loss_0: 2.229288101196289 (2.2190177230273975) | > grad_norm_0: tensor(51.0393, device='cuda:0') (tensor(35.3029, device='cuda:0')) | > loss_gen: 2.7305145263671875 (2.768739201805808) | > loss_kl: 1.7206941843032837 (1.7690121585672551) | > loss_feat: 8.88711929321289 (8.341145161001444) | > loss_mel: 15.052355766296387 (13.69587384188239) | > loss_duration: 1.7202534675598145 (1.7086273246907933) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.110937118530273 (28.283397572563295) | > grad_norm_1: tensor(1153.6488, device='cuda:0') (tensor(730.5023, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8519 (0.8420835013058094) | > loader_time: 0.0098 (0.009983117567664157)  --> TIME: 2025-05-09 06:48:07 -- STEP: 237/725 -- GLOBAL_STEP: 117150 | > loss_disc: 2.0936574935913086 (2.21256525858545) | > loss_disc_real_0: 0.1145535483956337 (0.13817142427973617) | > loss_disc_real_1: 0.1843859702348709 (0.19535665937113866) | > loss_disc_real_2: 0.20370332896709442 (0.1892290204008924) | > loss_disc_real_3: 0.21362726390361786 (0.20480073617480476) | > loss_disc_real_4: 0.19980637729167938 (0.1992349241730533) | > loss_disc_real_5: 0.22675222158432007 (0.203442696717721) | > loss_0: 2.0936574935913086 (2.21256525858545) | > grad_norm_0: tensor(20.2764, device='cuda:0') (tensor(35.1355, device='cuda:0')) | > loss_gen: 3.0383639335632324 (2.7757973389283515) | > loss_kl: 2.0974278450012207 (1.7652372670073047) | > loss_feat: 9.273957252502441 (8.362985242771195) | > loss_mel: 14.628846168518066 (13.686600431611266) | > loss_duration: 1.687957525253296 (1.7073160002503214) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.72655487060547 (28.297936202101567) | > grad_norm_1: tensor(786.8087, device='cuda:0') (tensor(729.6454, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8056 (0.8424538580174183) | > loader_time: 0.01 (0.009895300563377667)  --> TIME: 2025-05-09 06:48:49 -- STEP: 287/725 -- GLOBAL_STEP: 117200 | > loss_disc: 2.0377588272094727 (2.2084398049510727) | > loss_disc_real_0: 0.07123980671167374 (0.13666305086130887) | > loss_disc_real_1: 0.18039129674434662 (0.19518148764085277) | > loss_disc_real_2: 0.21012787520885468 (0.18983966325010573) | > loss_disc_real_3: 0.2191622108221054 (0.20426372924125147) | > loss_disc_real_4: 0.2092035561800003 (0.1992710977273536) | > loss_disc_real_5: 0.199883371591568 (0.2030231707083639) | > loss_0: 2.0377588272094727 (2.2084398049510727) | > grad_norm_0: tensor(16.8773, device='cuda:0') (tensor(34.9919, device='cuda:0')) | > loss_gen: 2.9253768920898438 (2.780474760806518) | > loss_kl: 1.824407696723938 (1.7645893167535598) | > loss_feat: 9.702400207519531 (8.380377885771962) | > loss_mel: 14.977313995361328 (13.701545469436912) | > loss_duration: 1.7374745607376099 (1.7086390738703232) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.166973114013672 (28.335626462610758) | > grad_norm_1: tensor(812.3060, device='cuda:0') (tensor(734.8949, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.7952 (0.8408082229335133) | > loader_time: 0.0095 (0.009855400809842946)  --> TIME: 2025-05-09 06:49:32 -- STEP: 337/725 -- GLOBAL_STEP: 117250 | > loss_disc: 2.0728471279144287 (2.2035053996728506) | > loss_disc_real_0: 0.06899049133062363 (0.13494999244676506) | > loss_disc_real_1: 0.1937394142150879 (0.19489999287913748) | > loss_disc_real_2: 0.18517093360424042 (0.19000393554612516) | > loss_disc_real_3: 0.2165931612253189 (0.20431830493031342) | > loss_disc_real_4: 0.21276716887950897 (0.1989750168355354) | > loss_disc_real_5: 0.18789608776569366 (0.20207226868906786) | > loss_0: 2.0728471279144287 (2.2035053996728506) | > grad_norm_0: tensor(24.5955, device='cuda:0') (tensor(35.0648, device='cuda:0')) | > loss_gen: 3.0022988319396973 (2.7852212427631686) | > loss_kl: 1.8306735754013062 (1.7574596818901307) | > loss_feat: 9.810234069824219 (8.386970819988314) | > loss_mel: 15.157198905944824 (13.667472349783788) | > loss_duration: 1.680242657661438 (1.7079194561310267) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.480648040771484 (28.30504350067954) | > grad_norm_1: tensor(837.1885, device='cuda:0') (tensor(733.0879, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8691 (0.8405685792690922) | > loader_time: 0.0107 (0.009820754874707679)  --> TIME: 2025-05-09 06:50:15 -- STEP: 387/725 -- GLOBAL_STEP: 117300 | > loss_disc: 2.2138569355010986 (2.203958385982563) | > loss_disc_real_0: 0.11800616979598999 (0.1343353781704755) | > loss_disc_real_1: 0.20556731522083282 (0.1951735262260881) | > loss_disc_real_2: 0.20936612784862518 (0.19045978773009878) | > loss_disc_real_3: 0.22329342365264893 (0.2044018999858728) | > loss_disc_real_4: 0.2593444883823395 (0.19921789632133127) | > loss_disc_real_5: 0.16044673323631287 (0.20185043622356977) | > loss_0: 2.2138569355010986 (2.203958385982563) | > grad_norm_0: tensor(9.9320, device='cuda:0') (tensor(34.6006, device='cuda:0')) | > loss_gen: 2.8008127212524414 (2.7848682323475527) | > loss_kl: 1.638059139251709 (1.7578421005598948) | > loss_feat: 8.964682579040527 (8.366879291928704) | > loss_mel: 14.173710823059082 (13.623550479110206) | > loss_duration: 1.7794424295425415 (1.707961231855151) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.356704711914062 (28.241101277274986) | > grad_norm_1: tensor(779.9620, device='cuda:0') (tensor(735.1850, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8625 (0.8412806809102534) | > loader_time: 0.0093 (0.00982543602778313)  --> TIME: 2025-05-09 06:50:58 -- STEP: 437/725 -- GLOBAL_STEP: 117350 | > loss_disc: 2.1322968006134033 (2.2014923916801417) | > loss_disc_real_0: 0.1180761307477951 (0.13275970883445815) | > loss_disc_real_1: 0.19292014837265015 (0.19501882177741361) | > loss_disc_real_2: 0.17950856685638428 (0.19058924006379174) | > loss_disc_real_3: 0.20924915373325348 (0.20436107467868508) | > loss_disc_real_4: 0.18500196933746338 (0.19937582371982346) | > loss_disc_real_5: 0.17306892573833466 (0.20164908438034407) | > loss_0: 2.1322968006134033 (2.2014923916801417) | > grad_norm_0: tensor(97.8067, device='cuda:0') (tensor(34.4376, device='cuda:0')) | > loss_gen: 2.7677812576293945 (2.7893268576475796) | > loss_kl: 1.6379129886627197 (1.7574197784986865) | > loss_feat: 9.030533790588379 (8.384235817453131) | > loss_mel: 14.750569343566895 (13.621402072688262) | > loss_duration: 1.6571485996246338 (1.707420575809697) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.84394645690918 (28.259805024624963) | > grad_norm_1: tensor(1114.3417, device='cuda:0') (tensor(742.6033, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8942 (0.8411799873858349) | > loader_time: 0.0101 (0.009816215567512413)  --> TIME: 2025-05-09 06:51:41 -- STEP: 487/725 -- GLOBAL_STEP: 117400 | > loss_disc: 2.158254623413086 (2.2011953354860956) | > loss_disc_real_0: 0.11909786611795425 (0.13334193698740576) | > loss_disc_real_1: 0.19133973121643066 (0.1949943972013325) | > loss_disc_real_2: 0.18147431313991547 (0.19025352074013116) | > loss_disc_real_3: 0.21838828921318054 (0.20431109164407366) | > loss_disc_real_4: 0.18563631176948547 (0.19907237723989904) | > loss_disc_real_5: 0.21054646372795105 (0.20172445271049436) | > loss_0: 2.158254623413086 (2.2011953354860956) | > grad_norm_0: tensor(23.2252, device='cuda:0') (tensor(34.7630, device='cuda:0')) | > loss_gen: 2.7122738361358643 (2.7882479387631895) | > loss_kl: 1.68716299533844 (1.7562067853841445) | > loss_feat: 8.855569839477539 (8.380567922729243) | > loss_mel: 13.685396194458008 (13.629780526523472) | > loss_duration: 1.6988816261291504 (1.7080158516611652) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.639286041259766 (28.262818941590233) | > grad_norm_1: tensor(590.0817, device='cuda:0') (tensor(744.2916, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.7987 (0.8415237378780357) | > loader_time: 0.0096 (0.009816108053469793)  --> TIME: 2025-05-09 06:52:24 -- STEP: 537/725 -- GLOBAL_STEP: 117450 | > loss_disc: 2.2454769611358643 (2.2001402338123843) | > loss_disc_real_0: 0.16567462682724 (0.13340810734910435) | > loss_disc_real_1: 0.20367327332496643 (0.19474060431095033) | > loss_disc_real_2: 0.1800476610660553 (0.19005576880506522) | > loss_disc_real_3: 0.21484319865703583 (0.2039402670034483) | > loss_disc_real_4: 0.18620246648788452 (0.198838046115426) | > loss_disc_real_5: 0.20402321219444275 (0.20175928177114305) | > loss_0: 2.2454769611358643 (2.2001402338123843) | > grad_norm_0: tensor(36.6284, device='cuda:0') (tensor(34.6183, device='cuda:0')) | > loss_gen: 2.7983760833740234 (2.788342226372973) | > loss_kl: 1.6344228982925415 (1.7540974956650972) | > loss_feat: 8.126328468322754 (8.377026869598048) | > loss_mel: 13.659231185913086 (13.627730520521906) | > loss_duration: 1.717240571975708 (1.708479674168805) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.93560028076172 (28.255676724169284) | > grad_norm_1: tensor(990.5870, device='cuda:0') (tensor(747.7561, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8481 (0.8416881547959824) | > loader_time: 0.0093 (0.009792161831420662)  --> TIME: 2025-05-09 06:53:06 -- STEP: 587/725 -- GLOBAL_STEP: 117500 | > loss_disc: 2.342639446258545 (2.2016010690588352) | > loss_disc_real_0: 0.13585984706878662 (0.1341561941744114) | > loss_disc_real_1: 0.2081311196088791 (0.19455628548915385) | > loss_disc_real_2: 0.20311595499515533 (0.19016431579191806) | > loss_disc_real_3: 0.19123391807079315 (0.20384549640207927) | > loss_disc_real_4: 0.19322898983955383 (0.1987509754640281) | > loss_disc_real_5: 0.17573510110378265 (0.20194524922606483) | > loss_0: 2.342639446258545 (2.2016010690588352) | > grad_norm_0: tensor(16.6242, device='cuda:0') (tensor(34.7299, device='cuda:0')) | > loss_gen: 2.5011439323425293 (2.786709056802258) | > loss_kl: 1.6889488697052002 (1.7567118684518472) | > loss_feat: 7.215141296386719 (8.37304836643615) | > loss_mel: 12.355387687683105 (13.615112774213703) | > loss_duration: 1.6867544651031494 (1.7081502663825199) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.447376251220703 (28.239732280906665) | > grad_norm_1: tensor(299.0797, device='cuda:0') (tensor(744.6113, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.8367 (0.841735735053301) | > loader_time: 0.0096 (0.00980476220178034)  --> TIME: 2025-05-09 06:53:49 -- STEP: 637/725 -- GLOBAL_STEP: 117550 | > loss_disc: 2.110245704650879 (2.201218104998769) | > loss_disc_real_0: 0.06318283826112747 (0.13423797282356656) | > loss_disc_real_1: 0.1809200495481491 (0.194647438180877) | > loss_disc_real_2: 0.1820162534713745 (0.1901988748993193) | > loss_disc_real_3: 0.17871424555778503 (0.20369987295036965) | > loss_disc_real_4: 0.1690218299627304 (0.19857811813171095) | > loss_disc_real_5: 0.21035540103912354 (0.20173700380737025) | > loss_0: 2.110245704650879 (2.201218104998769) | > grad_norm_0: tensor(36.1461, device='cuda:0') (tensor(34.5702, device='cuda:0')) | > loss_gen: 2.971954345703125 (2.78947881739031) | > loss_kl: 1.781194806098938 (1.7569960597171508) | > loss_feat: 9.599349021911621 (8.380113233389617) | > loss_mel: 14.912784576416016 (13.62657590413955) | > loss_duration: 1.6816580295562744 (1.707868752898751) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.94693946838379 (28.261032715322834) | > grad_norm_1: tensor(905.5624, device='cuda:0') (tensor(743.6993, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.843 (0.8415332768738173) | > loader_time: 0.0107 (0.009814469368903171)  --> TIME: 2025-05-09 06:54:32 -- STEP: 687/725 -- GLOBAL_STEP: 117600 | > loss_disc: 2.179691791534424 (2.2023352629232615) | > loss_disc_real_0: 0.15913240611553192 (0.13406986501366097) | > loss_disc_real_1: 0.17323990166187286 (0.1946437986136523) | > loss_disc_real_2: 0.17741823196411133 (0.19031077395620322) | > loss_disc_real_3: 0.1687926948070526 (0.2037851866849818) | > loss_disc_real_4: 0.1759021282196045 (0.19874598131429685) | > loss_disc_real_5: 0.17393998801708221 (0.20176753952687132) | > loss_0: 2.179691791534424 (2.2023352629232615) | > grad_norm_0: tensor(83.6792, device='cuda:0') (tensor(34.5669, device='cuda:0')) | > loss_gen: 2.8150177001953125 (2.7887145102110846) | > loss_kl: 1.7047163248062134 (1.7544824398587704) | > loss_feat: 8.890392303466797 (8.370345778513855) | > loss_mel: 13.854730606079102 (13.615672335006963) | > loss_duration: 1.7155852317810059 (1.7077665299480835) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.980443954467773 (28.236981545993856) | > grad_norm_1: tensor(946.3753, device='cuda:0') (tensor(743.9498, device='cuda:0')) | > current_lr_0: 0.0001975647938884664 | > current_lr_1: 0.0001975647938884664 | > step_time: 0.866 (0.8411882260307297) | > loader_time: 0.0102 (0.009808579560103534)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.104308843612671 (2.104308843612671) | > loss_disc_real_0: 0.11231963336467743 (0.11231963336467743) | > loss_disc_real_1: 0.1876462697982788 (0.1876462697982788) | > loss_disc_real_2: 0.2606653571128845 (0.2606653571128845) | > loss_disc_real_3: 0.2383781373500824 (0.2383781373500824) | > loss_disc_real_4: 0.21115638315677643 (0.21115638315677643) | > loss_disc_real_5: 0.23213961720466614 (0.23213961720466614) | > loss_0: 2.104308843612671 (2.104308843612671) | > loss_gen: 3.1468515396118164 (3.1468515396118164) | > loss_kl: 2.0062060356140137 (2.0062060356140137) | > loss_feat: 9.26832103729248 (9.26832103729248) | > loss_mel: 14.991952896118164 (14.991952896118164) | > loss_duration: 1.674635410308838 (1.674635410308838) | > loss_1: 31.08796501159668 (31.08796501159668)  --> STEP: 1 | > loss_disc: 2.135010004043579 (2.135010004043579) | > loss_disc_real_0: 0.11857058107852936 (0.11857058107852936) | > loss_disc_real_1: 0.18116424977779388 (0.18116424977779388) | > loss_disc_real_2: 0.2435784488916397 (0.2435784488916397) | > loss_disc_real_3: 0.2223978042602539 (0.2223978042602539) | > loss_disc_real_4: 0.21287819743156433 (0.21287819743156433) | > loss_disc_real_5: 0.28222790360450745 (0.28222790360450745) | > loss_0: 2.135010004043579 (2.135010004043579) | > loss_gen: 3.1071937084198 (3.1071937084198) | > loss_kl: 1.7872034311294556 (1.7872034311294556) | > loss_feat: 9.024360656738281 (9.024360656738281) | > loss_mel: 14.776640892028809 (14.776640892028809) | > loss_duration: 1.7604293823242188 (1.7604293823242188) | > loss_1: 30.455827713012695 (30.455827713012695)  --> STEP: 2 | > loss_disc: 2.283602714538574 (2.2093063592910767) | > loss_disc_real_0: 0.14062252640724182 (0.1295965537428856) | > loss_disc_real_1: 0.18617480993270874 (0.1836695298552513) | > loss_disc_real_2: 0.24573683738708496 (0.24465764313936234) | > loss_disc_real_3: 0.2196173071861267 (0.2210075557231903) | > loss_disc_real_4: 0.2197616994380951 (0.2163199484348297) | > loss_disc_real_5: 0.26774153113365173 (0.2749847173690796) | > loss_0: 2.283602714538574 (2.2093063592910767) | > loss_gen: 2.765183687210083 (2.9361886978149414) | > loss_kl: 1.8676021099090576 (1.8274027705192566) | > loss_feat: 7.190915584564209 (8.107638120651245) | > loss_mel: 12.727278709411621 (13.751959800720215) | > loss_duration: 1.812120795249939 (1.7862750887870789) | > loss_1: 26.363101959228516 (28.409464836120605)  --> STEP: 3 | > loss_disc: 2.2217864990234375 (2.2134664058685303) | > loss_disc_real_0: 0.1279178112745285 (0.12903697292009988) | > loss_disc_real_1: 0.20340701937675476 (0.19024869302908579) | > loss_disc_real_2: 0.26149460673332214 (0.25026996433734894) | > loss_disc_real_3: 0.2188384234905243 (0.22028451164563498) | > loss_disc_real_4: 0.22446852922439575 (0.21903614203135172) | > loss_disc_real_5: 0.27861109375953674 (0.276193509499232) | > loss_0: 2.2217864990234375 (2.2134664058685303) | > loss_gen: 3.0561165809631348 (2.9761646588643393) | > loss_kl: 1.9281224012374878 (1.860975980758667) | > loss_feat: 8.478720664978027 (8.231332302093506) | > loss_mel: 14.928512573242188 (14.144144058227539) | > loss_duration: 1.7908380031585693 (1.7877960602442424) | > loss_1: 30.182310104370117 (29.00041325887044)  --> STEP: 4 | > loss_disc: 2.333336114883423 (2.2434338331222534) | > loss_disc_real_0: 0.1423174887895584 (0.13235710188746452) | > loss_disc_real_1: 0.21735569834709167 (0.19702544435858727) | > loss_disc_real_2: 0.25020796060562134 (0.25025446340441704) | > loss_disc_real_3: 0.23238152265548706 (0.223308764398098) | > loss_disc_real_4: 0.24244411289691925 (0.2248881347477436) | > loss_disc_real_5: 0.2945858836174011 (0.28079160302877426) | > loss_0: 2.333336114883423 (2.2434338331222534) | > loss_gen: 2.973011016845703 (2.97537624835968) | > loss_kl: 1.7711347341537476 (1.8385156691074371) | > loss_feat: 7.722066879272461 (8.104015946388245) | > loss_mel: 13.917845726013184 (14.08756947517395) | > loss_duration: 1.7182297706604004 (1.7704044878482819) | > loss_1: 28.10228729248047 (28.77588176727295) --> EVAL PERFORMANCE | > avg_loader_time: 0.2830696105957031 (+0.005431115627288818) | > avg_loss_disc: 2.2434338331222534 (-0.04781985282897949) | > avg_loss_disc_real_0: 0.13235710188746452 (-0.04357771575450897) | > avg_loss_disc_real_1: 0.19702544435858727 (+0.04387997090816498) | > avg_loss_disc_real_2: 0.25025446340441704 (-0.014311116188764572) | > avg_loss_disc_real_3: 0.223308764398098 (+0.032300014048814774) | > avg_loss_disc_real_4: 0.2248881347477436 (+0.00691889226436615) | > avg_loss_disc_real_5: 0.28079160302877426 (+0.020124167203903198) | > avg_loss_0: 2.2434338331222534 (-0.04781985282897949) | > avg_loss_gen: 2.97537624835968 (+0.18616527318954468) | > avg_loss_kl: 1.8385156691074371 (-0.09160137176513672) | > avg_loss_feat: 8.104015946388245 (+0.4518158435821533) | > avg_loss_mel: 14.08756947517395 (+0.6370410919189453) | > avg_loss_duration: 1.7704044878482819 (-0.009158492088317871) | > avg_loss_1: 28.77588176727295 (+1.1742615699768066)  > EPOCH: 99/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 06:55:11)   --> TIME: 2025-05-09 06:55:23 -- STEP: 12/725 -- GLOBAL_STEP: 117650 | > loss_disc: 2.3300461769104004 (2.262297749519348) | > loss_disc_real_0: 0.14892148971557617 (0.13749248906970024) | > loss_disc_real_1: 0.2265508621931076 (0.20146400357286134) | > loss_disc_real_2: 0.21509745717048645 (0.19357140362262726) | > loss_disc_real_3: 0.21723425388336182 (0.20566351587573686) | > loss_disc_real_4: 0.2051038146018982 (0.20129193862279257) | > loss_disc_real_5: 0.20043550431728363 (0.21156739195187887) | > loss_0: 2.3300461769104004 (2.262297749519348) | > grad_norm_0: tensor(31.9071, device='cuda:0') (tensor(21.1394, device='cuda:0')) | > loss_gen: 2.597897529602051 (2.66221817334493) | > loss_kl: 1.823749303817749 (1.7754215796788533) | > loss_feat: 7.454200267791748 (7.763803879419963) | > loss_mel: 12.291366577148438 (13.03439736366272) | > loss_duration: 1.734474778175354 (1.7048231363296509) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.901687622070312 (26.940663655598957) | > grad_norm_1: tensor(992.4348, device='cuda:0') (tensor(722.4299, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8382 (0.8269911209742228) | > loader_time: 0.0085 (0.009945174058278402)  --> TIME: 2025-05-09 06:56:06 -- STEP: 62/725 -- GLOBAL_STEP: 117700 | > loss_disc: 2.1411309242248535 (2.2280716165419547) | > loss_disc_real_0: 0.11199277639389038 (0.1376061798824418) | > loss_disc_real_1: 0.20331764221191406 (0.198568147757361) | > loss_disc_real_2: 0.21401843428611755 (0.19162367861117086) | > loss_disc_real_3: 0.20784534513950348 (0.20509408294193207) | > loss_disc_real_4: 0.20668919384479523 (0.19983493849154443) | > loss_disc_real_5: 0.20605067908763885 (0.2045913946724707) | > loss_0: 2.1411309242248535 (2.2280716165419547) | > grad_norm_0: tensor(29.2880, device='cuda:0') (tensor(30.8678, device='cuda:0')) | > loss_gen: 2.806898593902588 (2.7277589228845414) | > loss_kl: 1.6797268390655518 (1.7321859348204829) | > loss_feat: 8.13776969909668 (8.07104181474255) | > loss_mel: 12.665446281433105 (13.39184194995511) | > loss_duration: 1.7626802921295166 (1.7016476508109801) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.052520751953125 (27.624476002108665) | > grad_norm_1: tensor(649.2322, device='cuda:0') (tensor(739.9864, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.832 (0.8425732081936251) | > loader_time: 0.0094 (0.009807263651201803)  --> TIME: 2025-05-09 06:56:49 -- STEP: 112/725 -- GLOBAL_STEP: 117750 | > loss_disc: 2.275607109069824 (2.2326568748269766) | > loss_disc_real_0: 0.11576800793409348 (0.14348868174212312) | > loss_disc_real_1: 0.22794631123542786 (0.19746505815003598) | > loss_disc_real_2: 0.2400791496038437 (0.19192375389060803) | > loss_disc_real_3: 0.18368861079216003 (0.20518416073173285) | > loss_disc_real_4: 0.21855930984020233 (0.19909484045846124) | > loss_disc_real_5: 0.2112540751695633 (0.2034126707751836) | > loss_0: 2.275607109069824 (2.2326568748269766) | > grad_norm_0: tensor(27.1160, device='cuda:0') (tensor(33.9099, device='cuda:0')) | > loss_gen: 2.5926990509033203 (2.7709233186074664) | > loss_kl: 1.613012671470642 (1.7210281501923288) | > loss_feat: 8.185641288757324 (8.232501315219062) | > loss_mel: 14.342522621154785 (13.599221808569771) | > loss_duration: 1.707116723060608 (1.7067492295588766) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.44099235534668 (28.030423624174936) | > grad_norm_1: tensor(779.7333, device='cuda:0') (tensor(681.5414, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8334 (0.8446954020432064) | > loader_time: 0.0098 (0.009853431156703405)  --> TIME: 2025-05-09 06:57:31 -- STEP: 162/725 -- GLOBAL_STEP: 117800 | > loss_disc: 2.134293794631958 (2.225198604442455) | > loss_disc_real_0: 0.09322433173656464 (0.1415302901540273) | > loss_disc_real_1: 0.19326694309711456 (0.1977607172764378) | > loss_disc_real_2: 0.18829767405986786 (0.1915133369189722) | > loss_disc_real_3: 0.20639818906784058 (0.2054070471613495) | > loss_disc_real_4: 0.213763028383255 (0.1986422063207921) | > loss_disc_real_5: 0.2061372995376587 (0.20150224938068861) | > loss_0: 2.134293794631958 (2.225198604442455) | > grad_norm_0: tensor(28.9140, device='cuda:0') (tensor(32.7058, device='cuda:0')) | > loss_gen: 2.727402925491333 (2.7672745460345425) | > loss_kl: 1.8495384454727173 (1.722046473879873) | > loss_feat: 8.488475799560547 (8.238922696054717) | > loss_mel: 13.436079025268555 (13.592436819900701) | > loss_duration: 1.672995686531067 (1.707005775269167) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.17449378967285 (28.027686142627104) | > grad_norm_1: tensor(817.7992, device='cuda:0') (tensor(695.4741, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8356 (0.8428475400547922) | > loader_time: 0.0095 (0.009923484590318471)  --> TIME: 2025-05-09 06:58:15 -- STEP: 212/725 -- GLOBAL_STEP: 117850 | > loss_disc: 2.2159488201141357 (2.2188732792746353) | > loss_disc_real_0: 0.13775035738945007 (0.13997918627453293) | > loss_disc_real_1: 0.20027285814285278 (0.19692037908254928) | > loss_disc_real_2: 0.19632841646671295 (0.1904532747026885) | > loss_disc_real_3: 0.19323688745498657 (0.20454473477208385) | > loss_disc_real_4: 0.20347236096858978 (0.19885073159382033) | > loss_disc_real_5: 0.21392716467380524 (0.20174743066418846) | > loss_0: 2.2159488201141357 (2.2188732792746353) | > grad_norm_0: tensor(25.7681, device='cuda:0') (tensor(33.1196, device='cuda:0')) | > loss_gen: 2.7004194259643555 (2.767768430259993) | > loss_kl: 1.5441339015960693 (1.7154823901518337) | > loss_feat: 7.880366802215576 (8.265017298032648) | > loss_mel: 12.514583587646484 (13.61427581085349) | > loss_duration: 1.7057716846466064 (1.70600477985616) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.34527587890625 (28.068548544397895) | > grad_norm_1: tensor(945.4918, device='cuda:0') (tensor(709.5600, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8422 (0.84453772711304) | > loader_time: 0.0097 (0.009981424178717271)  --> TIME: 2025-05-09 06:58:58 -- STEP: 262/725 -- GLOBAL_STEP: 117900 | > loss_disc: 2.0704174041748047 (2.2137908999246503) | > loss_disc_real_0: 0.14406563341617584 (0.13896797418253107) | > loss_disc_real_1: 0.21782991290092468 (0.19646307143546243) | > loss_disc_real_2: 0.21120265126228333 (0.19055190278601106) | > loss_disc_real_3: 0.20556360483169556 (0.2041751667288423) | > loss_disc_real_4: 0.16875974833965302 (0.19859632007948316) | > loss_disc_real_5: 0.18324241042137146 (0.20137880185178217) | > loss_0: 2.0704174041748047 (2.2137908999246503) | > grad_norm_0: tensor(62.2721, device='cuda:0') (tensor(32.9299, device='cuda:0')) | > loss_gen: 2.9561691284179688 (2.7756250332330024) | > loss_kl: 1.7972924709320068 (1.7212621624233158) | > loss_feat: 9.074522018432617 (8.287999850193057) | > loss_mel: 15.015214920043945 (13.62587340915476) | > loss_duration: 1.690212368965149 (1.706393574485342) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.533411026000977 (28.11715389572027) | > grad_norm_1: tensor(1107.1956, device='cuda:0') (tensor(723.7773, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8606 (0.8441783735770305) | > loader_time: 0.0104 (0.0099751821911062)  --> TIME: 2025-05-09 06:59:40 -- STEP: 312/725 -- GLOBAL_STEP: 117950 | > loss_disc: 2.1825380325317383 (2.2069270022404495) | > loss_disc_real_0: 0.08427122980356216 (0.137551265816467) | > loss_disc_real_1: 0.18229494988918304 (0.1955178600186722) | > loss_disc_real_2: 0.21146352589130402 (0.19061085218802482) | > loss_disc_real_3: 0.22280625998973846 (0.2038201808642882) | > loss_disc_real_4: 0.17357762157917023 (0.1984491083675471) | > loss_disc_real_5: 0.1918218731880188 (0.20014713365489092) | > loss_0: 2.1825380325317383 (2.2069270022404495) | > grad_norm_0: tensor(16.7673, device='cuda:0') (tensor(33.6567, device='cuda:0')) | > loss_gen: 2.8198790550231934 (2.785300626204565) | > loss_kl: 1.6861250400543213 (1.7316948588077838) | > loss_feat: 9.054248809814453 (8.324549224132147) | > loss_mel: 14.768928527832031 (13.635360409051945) | > loss_duration: 1.6898722648620605 (1.7050466782007463) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.019054412841797 (28.181951687886166) | > grad_norm_1: tensor(432.3471, device='cuda:0') (tensor(724.8322, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8384 (0.843804723941363) | > loader_time: 0.0099 (0.00994055164165986)  --> TIME: 2025-05-09 07:00:23 -- STEP: 362/725 -- GLOBAL_STEP: 118000 | > loss_disc: 2.1051852703094482 (2.206965997732806) | > loss_disc_real_0: 0.18068572878837585 (0.13710692944776953) | > loss_disc_real_1: 0.22812379896640778 (0.19559218997948744) | > loss_disc_real_2: 0.199527770280838 (0.19068484485808) | > loss_disc_real_3: 0.20187409222126007 (0.20341675106991716) | > loss_disc_real_4: 0.1953091323375702 (0.19817541486156587) | > loss_disc_real_5: 0.18386049568653107 (0.20103316210745448) | > loss_0: 2.1051852703094482 (2.206965997732806) | > grad_norm_0: tensor(67.7347, device='cuda:0') (tensor(34.0876, device='cuda:0')) | > loss_gen: 3.1016809940338135 (2.7841784960657185) | > loss_kl: 1.7063884735107422 (1.7342886351748725) | > loss_feat: 8.85413646697998 (8.321171696014822) | > loss_mel: 14.59821605682373 (13.614887856646796) | > loss_duration: 1.6374237537384033 (1.7031792254079112) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.897846221923828 (28.157705812823046) | > grad_norm_1: tensor(893.2527, device='cuda:0') (tensor(739.6824, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8359 (0.8441361221819295) | > loader_time: 0.0097 (0.009922281154611494) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_118000.pth  --> TIME: 2025-05-09 07:01:09 -- STEP: 412/725 -- GLOBAL_STEP: 118050 | > loss_disc: 2.145392417907715 (2.2040717989495673) | > loss_disc_real_0: 0.13734938204288483 (0.136295652089333) | > loss_disc_real_1: 0.19211755692958832 (0.1953017078340054) | > loss_disc_real_2: 0.22349487245082855 (0.1906302001652787) | > loss_disc_real_3: 0.187211275100708 (0.2029628929076264) | > loss_disc_real_4: 0.2143617868423462 (0.1980563010116226) | > loss_disc_real_5: 0.1920153945684433 (0.2008502393309931) | > loss_0: 2.145392417907715 (2.2040717989495673) | > grad_norm_0: tensor(38.1867, device='cuda:0') (tensor(34.0019, device='cuda:0')) | > loss_gen: 2.8753466606140137 (2.7893866555204663) | > loss_kl: 1.6896346807479858 (1.7385135573669546) | > loss_feat: 8.30826187133789 (8.331683560482496) | > loss_mel: 13.161957740783691 (13.617662052506383) | > loss_duration: 1.6956571340560913 (1.7029466438061982) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.730859756469727 (28.180192382590285) | > grad_norm_1: tensor(1112.5841, device='cuda:0') (tensor(747.4478, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.845 (0.8456724586996062) | > loader_time: 0.0122 (0.009927199882211036)  --> TIME: 2025-05-09 07:01:52 -- STEP: 462/725 -- GLOBAL_STEP: 118100 | > loss_disc: 2.2493090629577637 (2.20384492967036) | > loss_disc_real_0: 0.23609519004821777 (0.13637007089146286) | > loss_disc_real_1: 0.18310214579105377 (0.19494993400909175) | > loss_disc_real_2: 0.17867295444011688 (0.19044988305666746) | > loss_disc_real_3: 0.19732317328453064 (0.2029159031969644) | > loss_disc_real_4: 0.19542808830738068 (0.1980368475635331) | > loss_disc_real_5: 0.20463593304157257 (0.2010686970376349) | > loss_0: 2.2493090629577637 (2.20384492967036) | > grad_norm_0: tensor(102.1993, device='cuda:0') (tensor(34.0857, device='cuda:0')) | > loss_gen: 2.939218282699585 (2.7902998057278716) | > loss_kl: 1.8264983892440796 (1.7382703629923073) | > loss_feat: 9.11194133758545 (8.33664296715806) | > loss_mel: 15.06640625 (13.621580431471655) | > loss_duration: 1.7442010641098022 (1.7028697004049886) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.688264846801758 (28.189663164543383) | > grad_norm_1: tensor(1049.8279, device='cuda:0') (tensor(754.5136, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.7782 (0.8446700376865669) | > loader_time: 0.0095 (0.00990602464386911)  --> TIME: 2025-05-09 07:02:34 -- STEP: 512/725 -- GLOBAL_STEP: 118150 | > loss_disc: 2.229452610015869 (2.205438666511328) | > loss_disc_real_0: 0.12572206556797028 (0.13717631778854417) | > loss_disc_real_1: 0.1902349293231964 (0.19502830255078157) | > loss_disc_real_2: 0.16535423696041107 (0.1905560432933271) | > loss_disc_real_3: 0.16215340793132782 (0.20261166556156238) | > loss_disc_real_4: 0.21462266147136688 (0.1980150053859689) | > loss_disc_real_5: 0.17656433582305908 (0.20084713186952285) | > loss_0: 2.229452610015869 (2.205438666511328) | > grad_norm_0: tensor(30.7502, device='cuda:0') (tensor(34.0801, device='cuda:0')) | > loss_gen: 2.697756052017212 (2.788458817172795) | > loss_kl: 1.7988282442092896 (1.7356161025818437) | > loss_feat: 8.629347801208496 (8.326031817123283) | > loss_mel: 14.097648620605469 (13.631490286439657) | > loss_duration: 1.6751035451889038 (1.703479489311576) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.898685455322266 (28.185076419264078) | > grad_norm_1: tensor(791.0846, device='cuda:0') (tensor(744.5396, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8532 (0.8437729119323195) | > loader_time: 0.0101 (0.009897673968225718)  --> TIME: 2025-05-09 07:03:16 -- STEP: 562/725 -- GLOBAL_STEP: 118200 | > loss_disc: 2.0998823642730713 (2.205416759138006) | > loss_disc_real_0: 0.2180730700492859 (0.13677111952118182) | > loss_disc_real_1: 0.207078218460083 (0.19511773524759513) | > loss_disc_real_2: 0.17589926719665527 (0.19077932972500758) | > loss_disc_real_3: 0.2040235996246338 (0.2026561151036588) | > loss_disc_real_4: 0.20267678797245026 (0.1982107820300869) | > loss_disc_real_5: 0.17494043707847595 (0.20090260216137698) | > loss_0: 2.0998823642730713 (2.205416759138006) | > grad_norm_0: tensor(56.4672, device='cuda:0') (tensor(34.2241, device='cuda:0')) | > loss_gen: 3.0841691493988037 (2.7884402113877154) | > loss_kl: 1.60385000705719 (1.7326956011646586) | > loss_feat: 8.576087951660156 (8.325687619714964) | > loss_mel: 13.263381004333496 (13.649034016497197) | > loss_duration: 1.6604835987091064 (1.7026232167070874) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.187973022460938 (28.198480606079105) | > grad_norm_1: tensor(609.1118, device='cuda:0') (tensor(745.1617, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8657 (0.8427502918073715) | > loader_time: 0.0099 (0.009880258519454357)  --> TIME: 2025-05-09 07:03:59 -- STEP: 612/725 -- GLOBAL_STEP: 118250 | > loss_disc: 2.1928865909576416 (2.2050071830063884) | > loss_disc_real_0: 0.09323078393936157 (0.1365499758082473) | > loss_disc_real_1: 0.1856304258108139 (0.19515098784776302) | > loss_disc_real_2: 0.21482864022254944 (0.19085801969848426) | > loss_disc_real_3: 0.19766132533550262 (0.20282995055606154) | > loss_disc_real_4: 0.17599432170391083 (0.1979559569138717) | > loss_disc_real_5: 0.16846609115600586 (0.20081223834768616) | > loss_0: 2.1928865909576416 (2.2050071830063884) | > grad_norm_0: tensor(21.2278, device='cuda:0') (tensor(34.2581, device='cuda:0')) | > loss_gen: 2.635709524154663 (2.788759373371897) | > loss_kl: 1.750842809677124 (1.7310016556502947) | > loss_feat: 7.908087253570557 (8.32030015443664) | > loss_mel: 12.97903823852539 (13.634347081963533) | > loss_duration: 1.634476661682129 (1.7017087465018237) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.908153533935547 (28.176116946475958) | > grad_norm_1: tensor(667.5562, device='cuda:0') (tensor(742.5196, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8162 (0.8428695213560965) | > loader_time: 0.009 (0.009865157354890906)  --> TIME: 2025-05-09 07:04:42 -- STEP: 662/725 -- GLOBAL_STEP: 118300 | > loss_disc: 2.334655523300171 (2.208243680864665) | > loss_disc_real_0: 0.19363315403461456 (0.13710864039076057) | > loss_disc_real_1: 0.2076941728591919 (0.1952284563479107) | > loss_disc_real_2: 0.1810671091079712 (0.19107375915226982) | > loss_disc_real_3: 0.24851268529891968 (0.2033083119016038) | > loss_disc_real_4: 0.23737123608589172 (0.1982247149993826) | > loss_disc_real_5: 0.24634332954883575 (0.20094426552514646) | > loss_0: 2.334655523300171 (2.208243680864665) | > grad_norm_0: tensor(11.4080, device='cuda:0') (tensor(34.0618, device='cuda:0')) | > loss_gen: 2.677812099456787 (2.7881073973330133) | > loss_kl: 1.817409634590149 (1.7306948676930454) | > loss_feat: 7.795959949493408 (8.303666119849204) | > loss_mel: 13.769983291625977 (13.622167094596563) | > loss_duration: 1.7104703187942505 (1.7019102576996272) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.771636962890625 (28.146545672344658) | > grad_norm_1: tensor(450.4080, device='cuda:0') (tensor(732.5984, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8497 (0.8421895295111435) | > loader_time: 0.01 (0.009858993245035499)  --> TIME: 2025-05-09 07:05:25 -- STEP: 712/725 -- GLOBAL_STEP: 118350 | > loss_disc: 2.327547788619995 (2.2065767592258694) | > loss_disc_real_0: 0.14484600722789764 (0.1367311332835241) | > loss_disc_real_1: 0.18816867470741272 (0.19507761341467336) | > loss_disc_real_2: 0.18513259291648865 (0.19103171052725126) | > loss_disc_real_3: 0.22747968137264252 (0.20320719530743148) | > loss_disc_real_4: 0.18110886216163635 (0.19804220884159374) | > loss_disc_real_5: 0.18627606332302094 (0.2009908360418643) | > loss_0: 2.327547788619995 (2.2065767592258694) | > grad_norm_0: tensor(10.9107, device='cuda:0') (tensor(33.8972, device='cuda:0')) | > loss_gen: 2.4240126609802246 (2.786950838030054) | > loss_kl: 1.9052163362503052 (1.733338684345899) | > loss_feat: 7.365895748138428 (8.304595137580051) | > loss_mel: 11.983184814453125 (13.610410386256957) | > loss_duration: 1.7095595598220825 (1.701309849706929) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.38787078857422 (28.136604836817536) | > grad_norm_1: tensor(692.8287, device='cuda:0') (tensor(738.4287, device='cuda:0')) | > current_lr_0: 0.00019754009828923033 | > current_lr_1: 0.00019754009828923033 | > step_time: 0.8067 (0.8423079074768538) | > loader_time: 0.0093 (0.009853418958321047)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.06890606880188 (2.06890606880188) | > loss_disc_real_0: 0.11015951633453369 (0.11015951633453369) | > loss_disc_real_1: 0.20767992734909058 (0.20767992734909058) | > loss_disc_real_2: 0.24126411974430084 (0.24126411974430084) | > loss_disc_real_3: 0.18300046026706696 (0.18300046026706696) | > loss_disc_real_4: 0.2256249636411667 (0.2256249636411667) | > loss_disc_real_5: 0.23010800778865814 (0.23010800778865814) | > loss_0: 2.06890606880188 (2.06890606880188) | > loss_gen: 3.1401822566986084 (3.1401822566986084) | > loss_kl: 2.0769200325012207 (2.0769200325012207) | > loss_feat: 10.158066749572754 (10.158066749572754) | > loss_mel: 15.260002136230469 (15.260002136230469) | > loss_duration: 1.668762445449829 (1.668762445449829) | > loss_1: 32.30393600463867 (32.30393600463867)  --> STEP: 1 | > loss_disc: 2.2153677940368652 (2.2153677940368652) | > loss_disc_real_0: 0.12353508919477463 (0.12353508919477463) | > loss_disc_real_1: 0.24319684505462646 (0.24319684505462646) | > loss_disc_real_2: 0.24037662148475647 (0.24037662148475647) | > loss_disc_real_3: 0.1955113261938095 (0.1955113261938095) | > loss_disc_real_4: 0.20679166913032532 (0.20679166913032532) | > loss_disc_real_5: 0.22893714904785156 (0.22893714904785156) | > loss_0: 2.2153677940368652 (2.2153677940368652) | > loss_gen: 2.8028509616851807 (2.8028509616851807) | > loss_kl: 2.041249990463257 (2.041249990463257) | > loss_feat: 7.589729309082031 (7.589729309082031) | > loss_mel: 13.367457389831543 (13.367457389831543) | > loss_duration: 1.749881625175476 (1.749881625175476) | > loss_1: 27.55116844177246 (27.55116844177246)  --> STEP: 2 | > loss_disc: 2.1912643909454346 (2.20331609249115) | > loss_disc_real_0: 0.12413821369409561 (0.12383665144443512) | > loss_disc_real_1: 0.24398435652256012 (0.2435906007885933) | > loss_disc_real_2: 0.21997928619384766 (0.23017795383930206) | > loss_disc_real_3: 0.19739492237567902 (0.19645312428474426) | > loss_disc_real_4: 0.22069868445396423 (0.21374517679214478) | > loss_disc_real_5: 0.22500745952129364 (0.2269723042845726) | > loss_0: 2.1912643909454346 (2.20331609249115) | > loss_gen: 2.8545279502868652 (2.828689455986023) | > loss_kl: 1.92183518409729 (1.9815425872802734) | > loss_feat: 7.597573280334473 (7.593651294708252) | > loss_mel: 13.037101745605469 (13.202279567718506) | > loss_duration: 1.8038065433502197 (1.776844084262848) | > loss_1: 27.214845657348633 (27.383007049560547)  --> STEP: 3 | > loss_disc: 2.1306498050689697 (2.1790939966837564) | > loss_disc_real_0: 0.11767664551734924 (0.1217833161354065) | > loss_disc_real_1: 0.24256013333797455 (0.24324711163838705) | > loss_disc_real_2: 0.22588816285133362 (0.22874802350997925) | > loss_disc_real_3: 0.19845467805862427 (0.1971203088760376) | > loss_disc_real_4: 0.21279844641685486 (0.21342960000038147) | > loss_disc_real_5: 0.22275283932685852 (0.22556581596533457) | > loss_0: 2.1306498050689697 (2.1790939966837564) | > loss_gen: 3.0293707847595215 (2.895583232243856) | > loss_kl: 1.9079545736312866 (1.9570132493972778) | > loss_feat: 9.264822006225586 (8.150708198547363) | > loss_mel: 14.262129783630371 (13.555562973022461) | > loss_duration: 1.7778680324554443 (1.7771854003270466) | > loss_1: 30.242145538330078 (28.336053212483723)  --> STEP: 4 | > loss_disc: 2.0903213024139404 (2.1569008231163025) | > loss_disc_real_0: 0.08521600812673569 (0.11264148913323879) | > loss_disc_real_1: 0.23094341158866882 (0.2401711866259575) | > loss_disc_real_2: 0.22628998756408691 (0.22813351452350616) | > loss_disc_real_3: 0.19664214551448822 (0.19700076803565025) | > loss_disc_real_4: 0.202777698636055 (0.21076662465929985) | > loss_disc_real_5: 0.2611754238605499 (0.2344682179391384) | > loss_0: 2.0903213024139404 (2.1569008231163025) | > loss_gen: 3.0492210388183594 (2.9339926838874817) | > loss_kl: 1.9175816774368286 (1.9471553564071655) | > loss_feat: 9.782479286193848 (8.558650970458984) | > loss_mel: 15.885494232177734 (14.13804578781128) | > loss_duration: 1.72891366481781 (1.7651174664497375) | > loss_1: 32.36368942260742 (29.34296226501465) --> EVAL PERFORMANCE | > avg_loader_time: 0.2758527398109436 (-0.0072168707847595215) | > avg_loss_disc: 2.1569008231163025 (-0.08653301000595093) | > avg_loss_disc_real_0: 0.11264148913323879 (-0.01971561275422573) | > avg_loss_disc_real_1: 0.2401711866259575 (+0.043145742267370224) | > avg_loss_disc_real_2: 0.22813351452350616 (-0.022120948880910873) | > avg_loss_disc_real_3: 0.19700076803565025 (-0.02630799636244774) | > avg_loss_disc_real_4: 0.21076662465929985 (-0.014121510088443756) | > avg_loss_disc_real_5: 0.2344682179391384 (-0.04632338508963585) | > avg_loss_0: 2.1569008231163025 (-0.08653301000595093) | > avg_loss_gen: 2.9339926838874817 (-0.041383564472198486) | > avg_loss_kl: 1.9471553564071655 (+0.1086396872997284) | > avg_loss_feat: 8.558650970458984 (+0.45463502407073975) | > avg_loss_mel: 14.13804578781128 (+0.0504763126373291) | > avg_loss_duration: 1.7651174664497375 (-0.0052870213985443115) | > avg_loss_1: 29.34296226501465 (+0.5670804977416992)  > EPOCH: 100/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 07:05:42)   --> TIME: 2025-05-09 07:06:16 -- STEP: 37/725 -- GLOBAL_STEP: 118400 | > loss_disc: 2.17756986618042 (2.201400482976758) | > loss_disc_real_0: 0.10389452427625656 (0.13320780807250257) | > loss_disc_real_1: 0.17169532179832458 (0.19455911138573212) | > loss_disc_real_2: 0.18116171658039093 (0.18640241912893346) | > loss_disc_real_3: 0.19210654497146606 (0.20598867616137942) | > loss_disc_real_4: 0.1841609627008438 (0.19669609093988263) | > loss_disc_real_5: 0.18486852943897247 (0.1989439947379602) | > loss_0: 2.17756986618042 (2.201400482976758) | > grad_norm_0: tensor(14.6945, device='cuda:0') (tensor(38.2057, device='cuda:0')) | > loss_gen: 2.75120210647583 (2.78789547971777) | > loss_kl: 1.6600302457809448 (1.7714923620224) | > loss_feat: 8.387970924377441 (8.341185543988201) | > loss_mel: 12.681135177612305 (13.580988445797482) | > loss_duration: 1.7018479108810425 (1.6984841598046791) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.182186126708984 (28.180046133092933) | > grad_norm_1: tensor(598.6942, device='cuda:0') (tensor(747.4757, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8516 (0.8516359071473818) | > loader_time: 0.012 (0.011193339889113968)  --> TIME: 2025-05-09 07:07:00 -- STEP: 87/725 -- GLOBAL_STEP: 118450 | > loss_disc: 2.2499475479125977 (2.2108331891311988) | > loss_disc_real_0: 0.12066568434238434 (0.13875714167096156) | > loss_disc_real_1: 0.19304624199867249 (0.19467965179476246) | > loss_disc_real_2: 0.1941911280155182 (0.18774401559226814) | > loss_disc_real_3: 0.21049554646015167 (0.20735081293802152) | > loss_disc_real_4: 0.1716933250427246 (0.19678691851681676) | > loss_disc_real_5: 0.2124665379524231 (0.2027137199009972) | > loss_0: 2.2499475479125977 (2.2108331891311988) | > grad_norm_0: tensor(46.0767, device='cuda:0') (tensor(38.4459, device='cuda:0')) | > loss_gen: 2.66017484664917 (2.775536860542736) | > loss_kl: 1.565713882446289 (1.736875085995115) | > loss_feat: 7.951718330383301 (8.303236418756947) | > loss_mel: 13.82040786743164 (13.489531648570093) | > loss_duration: 1.6770892143249512 (1.6991438495701756) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.675106048583984 (28.004323981274133) | > grad_norm_1: tensor(921.6365, device='cuda:0') (tensor(769.1757, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8273 (0.8578499678907723) | > loader_time: 0.0091 (0.010750233441933819)  --> TIME: 2025-05-09 07:07:43 -- STEP: 137/725 -- GLOBAL_STEP: 118500 | > loss_disc: 2.237276077270508 (2.209659197904767) | > loss_disc_real_0: 0.08883212506771088 (0.1376130974640812) | > loss_disc_real_1: 0.1905106008052826 (0.1948474142020636) | > loss_disc_real_2: 0.1537696123123169 (0.1878233302901261) | > loss_disc_real_3: 0.20565682649612427 (0.2063625180808297) | > loss_disc_real_4: 0.21576367318630219 (0.1970975185832838) | > loss_disc_real_5: 0.19933827221393585 (0.20351117349019013) | > loss_0: 2.237276077270508 (2.209659197904767) | > grad_norm_0: tensor(22.9363, device='cuda:0') (tensor(37.4165, device='cuda:0')) | > loss_gen: 2.694458484649658 (2.7808110487722133) | > loss_kl: 1.7433743476867676 (1.7372049362990105) | > loss_feat: 9.064229965209961 (8.365540943006529) | > loss_mel: 13.538002014160156 (13.576570705775797) | > loss_duration: 1.669693112373352 (1.7005669357132738) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.70975685119629 (28.16069465136006) | > grad_norm_1: tensor(892.7712, device='cuda:0') (tensor(754.3097, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8027 (0.8523252253984883) | > loader_time: 0.0087 (0.010464457699852266)  --> TIME: 2025-05-09 07:08:25 -- STEP: 187/725 -- GLOBAL_STEP: 118550 | > loss_disc: 2.314108371734619 (2.214189596354643) | > loss_disc_real_0: 0.12331575900316238 (0.1376512753453484) | > loss_disc_real_1: 0.20364536345005035 (0.19526580239043517) | > loss_disc_real_2: 0.17744654417037964 (0.1888258501807637) | > loss_disc_real_3: 0.1975555568933487 (0.20579083813702997) | > loss_disc_real_4: 0.1876015067100525 (0.19868894829788317) | > loss_disc_real_5: 0.19864675402641296 (0.2028131511281519) | > loss_0: 2.314108371734619 (2.214189596354643) | > grad_norm_0: tensor(13.1408, device='cuda:0') (tensor(37.1040, device='cuda:0')) | > loss_gen: 2.6415820121765137 (2.7792336035539753) | > loss_kl: 1.6451250314712524 (1.740912571947842) | > loss_feat: 7.684813499450684 (8.337132117327524) | > loss_mel: 13.466939926147461 (13.603223071378821) | > loss_duration: 1.725988745689392 (1.7020107660701564) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.16444969177246 (28.162512213151086) | > grad_norm_1: tensor(361.0665, device='cuda:0') (tensor(752.1454, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8523 (0.8493272416731891) | > loader_time: 0.0095 (0.010273308677469343)  --> TIME: 2025-05-09 07:09:09 -- STEP: 237/725 -- GLOBAL_STEP: 118600 | > loss_disc: 2.216714382171631 (2.213203748570214) | > loss_disc_real_0: 0.11572087556123734 (0.1377221788220767) | > loss_disc_real_1: 0.20477010309696198 (0.19554773545214899) | > loss_disc_real_2: 0.1654905080795288 (0.1889220400072855) | > loss_disc_real_3: 0.21148593723773956 (0.20509758843148307) | > loss_disc_real_4: 0.20662514865398407 (0.1980612332685085) | > loss_disc_real_5: 0.1911752074956894 (0.2034110448279965) | > loss_0: 2.216714382171631 (2.213203748570214) | > grad_norm_0: tensor(20.1412, device='cuda:0') (tensor(36.1351, device='cuda:0')) | > loss_gen: 2.672743320465088 (2.7744584435652073) | > loss_kl: 1.9517868757247925 (1.740427892922349) | > loss_feat: 8.187174797058105 (8.312129260115489) | > loss_mel: 13.466877937316895 (13.575491048112701) | > loss_duration: 1.6918678283691406 (1.7015769959502076) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.970449447631836 (28.1040836929772) | > grad_norm_1: tensor(480.5224, device='cuda:0') (tensor(748.4564, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8119 (0.849496090965432) | > loader_time: 0.01 (0.010195562105138592)  --> TIME: 2025-05-09 07:09:51 -- STEP: 287/725 -- GLOBAL_STEP: 118650 | > loss_disc: 2.1076595783233643 (2.21151787187995) | > loss_disc_real_0: 0.07838710397481918 (0.13802256274202554) | > loss_disc_real_1: 0.188683420419693 (0.19527069772577443) | > loss_disc_real_2: 0.21300862729549408 (0.18954992200854767) | > loss_disc_real_3: 0.21487371623516083 (0.20518926642705337) | > loss_disc_real_4: 0.19665643572807312 (0.19758278754530056) | > loss_disc_real_5: 0.18927951157093048 (0.20263239146836548) | > loss_0: 2.1076595783233643 (2.21151787187995) | > grad_norm_0: tensor(21.6446, device='cuda:0') (tensor(37.8001, device='cuda:0')) | > loss_gen: 2.8772335052490234 (2.7873772004755524) | > loss_kl: 1.8526418209075928 (1.7433605464077986) | > loss_feat: 8.393685340881348 (8.346824802172732) | > loss_mel: 13.74624252319336 (13.640182960324172) | > loss_duration: 1.7228487730026245 (1.7021841392284485) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5926513671875 (28.219929711743934) | > grad_norm_1: tensor(636.2773, device='cuda:0') (tensor(740.1843, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8003 (0.8482542461634512) | > loader_time: 0.0096 (0.010123467196155509)  --> TIME: 2025-05-09 07:10:34 -- STEP: 337/725 -- GLOBAL_STEP: 118700 | > loss_disc: 2.13202166557312 (2.211171479182711) | > loss_disc_real_0: 0.07862961292266846 (0.1378521837227776) | > loss_disc_real_1: 0.16986192762851715 (0.19536836980358413) | > loss_disc_real_2: 0.20502986013889313 (0.1896541027092439) | > loss_disc_real_3: 0.22027787566184998 (0.20499871565078753) | > loss_disc_real_4: 0.19881242513656616 (0.19767827905427093) | > loss_disc_real_5: 0.18299880623817444 (0.2018039207297546) | > loss_0: 2.13202166557312 (2.211171479182711) | > grad_norm_0: tensor(29.0160, device='cuda:0') (tensor(37.4192, device='cuda:0')) | > loss_gen: 2.9063048362731934 (2.786899923217048) | > loss_kl: 1.7798950672149658 (1.7424969673156732) | > loss_feat: 9.780701637268066 (8.338016814223394) | > loss_mel: 15.88286304473877 (13.627496625973846) | > loss_duration: 1.6761047840118408 (1.701331830166214) | > amp_scaler: 128.0 (138.6350148367952) | > loss_1: 32.0258674621582 (28.196242210773054) | > grad_norm_1: tensor(897.3958, device='cuda:0') (tensor(734.2360, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8585 (0.8476964656252536) | > loader_time: 0.0099 (0.010170028188462073)  --> TIME: 2025-05-09 07:11:17 -- STEP: 387/725 -- GLOBAL_STEP: 118750 | > loss_disc: 2.140974760055542 (2.209128463299086) | > loss_disc_real_0: 0.11993533372879028 (0.13723330921673957) | > loss_disc_real_1: 0.21722397208213806 (0.19560133217225073) | > loss_disc_real_2: 0.2197715938091278 (0.18988080284238176) | > loss_disc_real_3: 0.202288419008255 (0.2046890632665741) | > loss_disc_real_4: 0.19248291850090027 (0.19754256893344005) | > loss_disc_real_5: 0.2186262011528015 (0.20141635159420412) | > loss_0: 2.140974760055542 (2.209128463299086) | > grad_norm_0: tensor(31.2395, device='cuda:0') (tensor(36.6509, device='cuda:0')) | > loss_gen: 2.936685800552368 (2.784519380377245) | > loss_kl: 1.6476489305496216 (1.745520653034673) | > loss_feat: 8.365345001220703 (8.335113308534455) | > loss_mel: 13.542715072631836 (13.613786899458223) | > loss_duration: 1.7841508388519287 (1.7018764222315115) | > amp_scaler: 128.0 (137.26098191214462) | > loss_1: 28.276546478271484 (28.180816689819025) | > grad_norm_1: tensor(939.3300, device='cuda:0') (tensor(741.5807, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8513 (0.8472975969930644) | > loader_time: 0.0098 (0.01011327748458822)  --> TIME: 2025-05-09 07:12:00 -- STEP: 437/725 -- GLOBAL_STEP: 118800 | > loss_disc: 2.103478193283081 (2.2084529244381472) | > loss_disc_real_0: 0.11826304346323013 (0.13693833303396977) | > loss_disc_real_1: 0.2020723670721054 (0.19536851963680438) | > loss_disc_real_2: 0.16648589074611664 (0.1898888966720765) | > loss_disc_real_3: 0.19580096006393433 (0.20490800048857574) | > loss_disc_real_4: 0.18799607455730438 (0.19768207607198354) | > loss_disc_real_5: 0.2051062285900116 (0.20166148622126) | > loss_0: 2.103478193283081 (2.2084529244381472) | > grad_norm_0: tensor(15.8374, device='cuda:0') (tensor(36.6980, device='cuda:0')) | > loss_gen: 2.988816499710083 (2.785827101504503) | > loss_kl: 1.959530234336853 (1.7464373763693275) | > loss_feat: 8.504283905029297 (8.339140826559188) | > loss_mel: 13.366399765014648 (13.607406376155618) | > loss_duration: 1.6820869445800781 (1.701928834620548) | > amp_scaler: 128.0 (136.20137299771167) | > loss_1: 28.501117706298828 (28.180740535395646) | > grad_norm_1: tensor(688.5148, device='cuda:0') (tensor(747.0001, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.885 (0.84772076814071) | > loader_time: 0.0095 (0.010047580339270265)  --> TIME: 2025-05-09 07:12:43 -- STEP: 487/725 -- GLOBAL_STEP: 118850 | > loss_disc: 2.255525588989258 (2.207607830574382) | > loss_disc_real_0: 0.15055988729000092 (0.1369302568525014) | > loss_disc_real_1: 0.1895042359828949 (0.19526659025671045) | > loss_disc_real_2: 0.17297674715518951 (0.1898922827209536) | > loss_disc_real_3: 0.1935834288597107 (0.2047873908611782) | > loss_disc_real_4: 0.19807980954647064 (0.19746241970963052) | > loss_disc_real_5: 0.25607168674468994 (0.2015496668782567) | > loss_0: 2.255525588989258 (2.207607830574382) | > grad_norm_0: tensor(23.7511, device='cuda:0') (tensor(36.3540, device='cuda:0')) | > loss_gen: 2.7528419494628906 (2.7842071824984385) | > loss_kl: 1.741615891456604 (1.7468570948136657) | > loss_feat: 7.455492973327637 (8.33346910496268) | > loss_mel: 12.146528244018555 (13.609996131802976) | > loss_duration: 1.6978992223739624 (1.702891942901533) | > amp_scaler: 128.0 (135.35934291581108) | > loss_1: 25.79437828063965 (28.1774214797441) | > grad_norm_1: tensor(983.6514, device='cuda:0') (tensor(749.9052, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8184 (0.8472630096412048) | > loader_time: 0.0089 (0.010037342380938829)  --> TIME: 2025-05-09 07:13:26 -- STEP: 537/725 -- GLOBAL_STEP: 118900 | > loss_disc: 2.167311191558838 (2.205261597420252) | > loss_disc_real_0: 0.2250993549823761 (0.13701160265968715) | > loss_disc_real_1: 0.1684274524450302 (0.19527366721319298) | > loss_disc_real_2: 0.19017930328845978 (0.18971754668811186) | > loss_disc_real_3: 0.20135389268398285 (0.20447107527953054) | > loss_disc_real_4: 0.18271856009960175 (0.19725913361575123) | > loss_disc_real_5: 0.17848269641399384 (0.20132508976610458) | > loss_0: 2.167311191558838 (2.205261597420252) | > grad_norm_0: tensor(74.8860, device='cuda:0') (tensor(36.6606, device='cuda:0')) | > loss_gen: 3.0541436672210693 (2.7887982789364605) | > loss_kl: 1.65616774559021 (1.7500525011474632) | > loss_feat: 9.744073867797852 (8.346657727239744) | > loss_mel: 14.708580017089844 (13.627170404686385) | > loss_duration: 1.733171820640564 (1.703759602772235) | > amp_scaler: 128.0 (134.67411545623835) | > loss_1: 30.896137237548828 (28.21643854208721) | > grad_norm_1: tensor(807.2764, device='cuda:0') (tensor(759.9017, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8388 (0.8467553887287332) | > loader_time: 0.0088 (0.010017449629373386)  --> TIME: 2025-05-09 07:14:09 -- STEP: 587/725 -- GLOBAL_STEP: 118950 | > loss_disc: 2.201392650604248 (2.206445276635672) | > loss_disc_real_0: 0.11947502195835114 (0.13707164158406812) | > loss_disc_real_1: 0.2058551013469696 (0.19526562886709234) | > loss_disc_real_2: 0.20392319560050964 (0.1899466770217204) | > loss_disc_real_3: 0.23780551552772522 (0.20446030701648638) | > loss_disc_real_4: 0.1876947581768036 (0.19735741105051224) | > loss_disc_real_5: 0.22520487010478973 (0.20174668526223) | > loss_0: 2.201392650604248 (2.206445276635672) | > grad_norm_0: tensor(26.9934, device='cuda:0') (tensor(36.3036, device='cuda:0')) | > loss_gen: 2.7753872871398926 (2.7861175565540863) | > loss_kl: 1.7640384435653687 (1.7511502242372625) | > loss_feat: 8.40477180480957 (8.341863059510167) | > loss_mel: 14.712653160095215 (13.625075868284881) | > loss_duration: 1.6715186834335327 (1.7033827158620862) | > amp_scaler: 128.0 (134.10562180579217) | > loss_1: 29.328367233276367 (28.207589420793003) | > grad_norm_1: tensor(186.2346, device='cuda:0') (tensor(760.9213, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8552 (0.8464065974981254) | > loader_time: 0.0097 (0.009972904163081149)  --> TIME: 2025-05-09 07:14:52 -- STEP: 637/725 -- GLOBAL_STEP: 119000 | > loss_disc: 2.1947999000549316 (2.2058289827694137) | > loss_disc_real_0: 0.088552325963974 (0.1371535187356137) | > loss_disc_real_1: 0.17849335074424744 (0.1950778924922927) | > loss_disc_real_2: 0.15754126012325287 (0.18993963116379328) | > loss_disc_real_3: 0.1809413731098175 (0.2044574040773338) | > loss_disc_real_4: 0.1975446194410324 (0.19729038726778197) | > loss_disc_real_5: 0.17002244293689728 (0.20147222341323384) | > loss_0: 2.1947999000549316 (2.2058289827694137) | > grad_norm_0: tensor(34.1379, device='cuda:0') (tensor(36.3407, device='cuda:0')) | > loss_gen: 2.722919225692749 (2.785163947514123) | > loss_kl: 1.7055715322494507 (1.750117278922483) | > loss_feat: 10.157413482666016 (8.345641641452135) | > loss_mel: 15.852339744567871 (13.634927065443575) | > loss_duration: 1.6810088157653809 (1.7032958946572376) | > amp_scaler: 128.0 (133.62637362637366) | > loss_1: 32.1192512512207 (28.21914583921807) | > grad_norm_1: tensor(1392.1428, device='cuda:0') (tensor(768.2291, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8406 (0.8465028950707695) | > loader_time: 0.0094 (0.00997443401270795) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_119000.pth  --> TIME: 2025-05-09 07:15:37 -- STEP: 687/725 -- GLOBAL_STEP: 119050 | > loss_disc: 2.218679428100586 (2.2074893660940993) | > loss_disc_real_0: 0.16543026268482208 (0.13725923026709896) | > loss_disc_real_1: 0.18510499596595764 (0.1951025264578961) | > loss_disc_real_2: 0.1917760968208313 (0.19011722611374557) | > loss_disc_real_3: 0.18575061857700348 (0.20447935057692826) | > loss_disc_real_4: 0.18547801673412323 (0.19761363431008797) | > loss_disc_real_5: 0.20572027564048767 (0.2016003074170547) | > loss_0: 2.218679428100586 (2.2074893660940993) | > grad_norm_0: tensor(37.9380, device='cuda:0') (tensor(36.4345, device='cuda:0')) | > loss_gen: 2.8324100971221924 (2.785412862311283) | > loss_kl: 1.7040516138076782 (1.7521385754386751) | > loss_feat: 8.728011131286621 (8.346917681992489) | > loss_mel: 13.335381507873535 (13.630160187356157) | > loss_duration: 1.706737756729126 (1.703424580926632) | > amp_scaler: 128.0 (133.21688500727814) | > loss_1: 28.30659294128418 (28.218053876052256) | > grad_norm_1: tensor(555.2233, device='cuda:0') (tensor(762.8975, device='cuda:0')) | > current_lr_0: 0.00019751540577694416 | > current_lr_1: 0.00019751540577694416 | > step_time: 0.8396 (0.8457653543314042) | > loader_time: 0.0094 (0.00994290188063352)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.132319211959839 (2.132319211959839) | > loss_disc_real_0: 0.12940272688865662 (0.12940272688865662) | > loss_disc_real_1: 0.13239377737045288 (0.13239377737045288) | > loss_disc_real_2: 0.144789457321167 (0.144789457321167) | > loss_disc_real_3: 0.19277745485305786 (0.19277745485305786) | > loss_disc_real_4: 0.25764328241348267 (0.25764328241348267) | > loss_disc_real_5: 0.2346455603837967 (0.2346455603837967) | > loss_0: 2.132319211959839 (2.132319211959839) | > loss_gen: 2.850006580352783 (2.850006580352783) | > loss_kl: 1.8481218814849854 (1.8481218814849854) | > loss_feat: 9.343366622924805 (9.343366622924805) | > loss_mel: 15.84546184539795 (15.84546184539795) | > loss_duration: 1.682249903678894 (1.682249903678894) | > loss_1: 31.569204330444336 (31.569204330444336)  --> STEP: 1 | > loss_disc: 2.2373626232147217 (2.2373626232147217) | > loss_disc_real_0: 0.13284389674663544 (0.13284389674663544) | > loss_disc_real_1: 0.13713562488555908 (0.13713562488555908) | > loss_disc_real_2: 0.16840042173862457 (0.16840042173862457) | > loss_disc_real_3: 0.18577627837657928 (0.18577627837657928) | > loss_disc_real_4: 0.23630112409591675 (0.23630112409591675) | > loss_disc_real_5: 0.24454091489315033 (0.24454091489315033) | > loss_0: 2.2373626232147217 (2.2373626232147217) | > loss_gen: 2.5694198608398438 (2.5694198608398438) | > loss_kl: 1.9939851760864258 (1.9939851760864258) | > loss_feat: 7.751482963562012 (7.751482963562012) | > loss_mel: 14.433771133422852 (14.433771133422852) | > loss_duration: 1.7574838399887085 (1.7574838399887085) | > loss_1: 28.50614356994629 (28.50614356994629)  --> STEP: 2 | > loss_disc: 2.2823266983032227 (2.259844660758972) | > loss_disc_real_0: 0.14157339930534363 (0.13720864802598953) | > loss_disc_real_1: 0.14112302660942078 (0.13912932574748993) | > loss_disc_real_2: 0.17051026225090027 (0.16945534199476242) | > loss_disc_real_3: 0.1926325261592865 (0.1892044022679329) | > loss_disc_real_4: 0.2501803934574127 (0.24324075877666473) | > loss_disc_real_5: 0.2640341520309448 (0.2542875334620476) | > loss_0: 2.2823266983032227 (2.259844660758972) | > loss_gen: 2.6485142707824707 (2.6089670658111572) | > loss_kl: 1.6434344053268433 (1.8187097907066345) | > loss_feat: 7.505955696105957 (7.628719329833984) | > loss_mel: 13.035371780395508 (13.73457145690918) | > loss_duration: 1.8260475397109985 (1.7917656898498535) | > loss_1: 26.65932273864746 (27.582733154296875)  --> STEP: 3 | > loss_disc: 2.275343418121338 (2.2650109132130942) | > loss_disc_real_0: 0.14707501232624054 (0.1404974361260732) | > loss_disc_real_1: 0.14111532270908356 (0.1397913247346878) | > loss_disc_real_2: 0.16098983585834503 (0.16663350661595663) | > loss_disc_real_3: 0.17992964386940002 (0.1861128161350886) | > loss_disc_real_4: 0.24276359379291534 (0.2430817037820816) | > loss_disc_real_5: 0.2588033676147461 (0.2557928115129471) | > loss_0: 2.275343418121338 (2.2650109132130942) | > loss_gen: 2.710319995880127 (2.642751375834147) | > loss_kl: 1.9437549114227295 (1.8603914976119995) | > loss_feat: 8.653223037719727 (7.970220565795898) | > loss_mel: 14.202960968017578 (13.890701293945312) | > loss_duration: 1.7998037338256836 (1.7944450378417969) | > loss_1: 29.310062408447266 (28.158509572347004)  --> STEP: 4 | > loss_disc: 2.0466599464416504 (2.210423171520233) | > loss_disc_real_0: 0.11644187569618225 (0.13448354601860046) | > loss_disc_real_1: 0.13846126198768616 (0.1394588090479374) | > loss_disc_real_2: 0.13270136713981628 (0.15815047174692154) | > loss_disc_real_3: 0.19696851074695587 (0.18882673978805542) | > loss_disc_real_4: 0.2212391048669815 (0.23762105405330658) | > loss_disc_real_5: 0.22826094925403595 (0.2489098459482193) | > loss_0: 2.0466599464416504 (2.210423171520233) | > loss_gen: 2.855614423751831 (2.695967137813568) | > loss_kl: 1.9243297576904297 (1.876376062631607) | > loss_feat: 8.545605659484863 (8.11406683921814) | > loss_mel: 14.754312515258789 (14.106604099273682) | > loss_duration: 1.74151611328125 (1.7812128067016602) | > loss_1: 29.82137680053711 (28.57422637939453) --> EVAL PERFORMANCE | > avg_loader_time: 0.2763901948928833 (+0.0005374550819396973) | > avg_loss_disc: 2.210423171520233 (+0.053522348403930664) | > avg_loss_disc_real_0: 0.13448354601860046 (+0.02184205688536167) | > avg_loss_disc_real_1: 0.1394588090479374 (-0.1007123775780201) | > avg_loss_disc_real_2: 0.15815047174692154 (-0.06998304277658463) | > avg_loss_disc_real_3: 0.18882673978805542 (-0.008174028247594833) | > avg_loss_disc_real_4: 0.23762105405330658 (+0.02685442939400673) | > avg_loss_disc_real_5: 0.2489098459482193 (+0.014441628009080887) | > avg_loss_0: 2.210423171520233 (+0.053522348403930664) | > avg_loss_gen: 2.695967137813568 (-0.23802554607391357) | > avg_loss_kl: 1.876376062631607 (-0.07077929377555847) | > avg_loss_feat: 8.11406683921814 (-0.4445841312408447) | > avg_loss_mel: 14.106604099273682 (-0.031441688537597656) | > avg_loss_duration: 1.7812128067016602 (+0.016095340251922607) | > avg_loss_1: 28.57422637939453 (-0.7687358856201172)  > EPOCH: 101/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 07:16:16)   --> TIME: 2025-05-09 07:16:28 -- STEP: 12/725 -- GLOBAL_STEP: 119100 | > loss_disc: 2.2772419452667236 (2.208861509958903) | > loss_disc_real_0: 0.1328183114528656 (0.13117427503069243) | > loss_disc_real_1: 0.20120038092136383 (0.20292101924618086) | > loss_disc_real_2: 0.21881552040576935 (0.19355193401376405) | > loss_disc_real_3: 0.2187175750732422 (0.2044039877752463) | > loss_disc_real_4: 0.1926504522562027 (0.1987351750334104) | > loss_disc_real_5: 0.2051272988319397 (0.21180456752578417) | > loss_0: 2.2772419452667236 (2.208861509958903) | > grad_norm_0: tensor(49.4560, device='cuda:0') (tensor(30.0959, device='cuda:0')) | > loss_gen: 2.6598262786865234 (2.735629399617513) | > loss_kl: 1.827463150024414 (1.8081565896670024) | > loss_feat: 8.72314167022705 (8.202338576316833) | > loss_mel: 13.085232734680176 (13.70456314086914) | > loss_duration: 1.7354822158813477 (1.7087270617485046) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.031147003173828 (28.159414768218994) | > grad_norm_1: tensor(905.2657, device='cuda:0') (tensor(815.7916, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8298 (0.8254065910975138) | > loader_time: 0.0088 (0.009960353374481203)  --> TIME: 2025-05-09 07:17:11 -- STEP: 62/725 -- GLOBAL_STEP: 119150 | > loss_disc: 2.3398799896240234 (2.204951520889036) | > loss_disc_real_0: 0.14145474135875702 (0.13151280029166124) | > loss_disc_real_1: 0.21487021446228027 (0.196042668915564) | > loss_disc_real_2: 0.21014653146266937 (0.1907697824701186) | > loss_disc_real_3: 0.2355387806892395 (0.20568705205955812) | > loss_disc_real_4: 0.1817125827074051 (0.198253519112064) | > loss_disc_real_5: 0.19844673573970795 (0.20399870939793124) | > loss_0: 2.3398799896240234 (2.204951520889036) | > grad_norm_0: tensor(19.6910, device='cuda:0') (tensor(33.9328, device='cuda:0')) | > loss_gen: 2.571777820587158 (2.77416278085401) | > loss_kl: 1.8326923847198486 (1.7558986602290985) | > loss_feat: 7.349691867828369 (8.212008014802011) | > loss_mel: 12.612751007080078 (13.472598152775918) | > loss_duration: 1.751549482345581 (1.7014278769493103) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.11846160888672 (27.916095764406265) | > grad_norm_1: tensor(558.4956, device='cuda:0') (tensor(741.2453, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8538 (0.8414046110645417) | > loader_time: 0.0109 (0.009933110206357898)  --> TIME: 2025-05-09 07:17:54 -- STEP: 112/725 -- GLOBAL_STEP: 119200 | > loss_disc: 2.104320526123047 (2.190790974668094) | > loss_disc_real_0: 0.07835214585065842 (0.12940948662747231) | > loss_disc_real_1: 0.2135075181722641 (0.19581476279667445) | > loss_disc_real_2: 0.17064937949180603 (0.1892312714563949) | > loss_disc_real_3: 0.2133731245994568 (0.20429469192666666) | > loss_disc_real_4: 0.2093367725610733 (0.19789208697953398) | > loss_disc_real_5: 0.18944771587848663 (0.2018901299951332) | > loss_0: 2.104320526123047 (2.190790974668094) | > grad_norm_0: tensor(39.8632, device='cuda:0') (tensor(35.2362, device='cuda:0')) | > loss_gen: 2.9459192752838135 (2.8030833240066255) | > loss_kl: 1.5675767660140991 (1.7435659170150757) | > loss_feat: 9.417278289794922 (8.330442092248378) | > loss_mel: 14.181432723999023 (13.616830715111323) | > loss_duration: 1.6892327070236206 (1.7054327353835106) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.801437377929688 (28.199354972158158) | > grad_norm_1: tensor(1146.1117, device='cuda:0') (tensor(766.8372, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.813 (0.8433312198945454) | > loader_time: 0.0104 (0.010029011539050512)  --> TIME: 2025-05-09 07:18:37 -- STEP: 162/725 -- GLOBAL_STEP: 119250 | > loss_disc: 2.226909637451172 (2.190958338019289) | > loss_disc_real_0: 0.20353709161281586 (0.13091519893503475) | > loss_disc_real_1: 0.1943136304616928 (0.19492289782674224) | > loss_disc_real_2: 0.17190150916576385 (0.18936441056890257) | > loss_disc_real_3: 0.18758736550807953 (0.2033036896660004) | > loss_disc_real_4: 0.20458681881427765 (0.19717975659870812) | > loss_disc_real_5: 0.18359969556331635 (0.20146363228559494) | > loss_0: 2.226909637451172 (2.190958338019289) | > grad_norm_0: tensor(42.0450, device='cuda:0') (tensor(33.5595, device='cuda:0')) | > loss_gen: 2.715118885040283 (2.7949890575291185) | > loss_kl: 1.8194819688796997 (1.7419955009295616) | > loss_feat: 7.575531482696533 (8.332168258266691) | > loss_mel: 12.787359237670898 (13.552916980084078) | > loss_duration: 1.6656475067138672 (1.7052462064189675) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.563138961791992 (28.1273161334756) | > grad_norm_1: tensor(555.5583, device='cuda:0') (tensor(763.1013, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8363 (0.8424909512201945) | > loader_time: 0.0095 (0.010026921460657943)  --> TIME: 2025-05-09 07:19:20 -- STEP: 212/725 -- GLOBAL_STEP: 119300 | > loss_disc: 2.332522392272949 (2.1957077940679963) | > loss_disc_real_0: 0.16373257339000702 (0.1336623263141175) | > loss_disc_real_1: 0.19845134019851685 (0.1946568468691043) | > loss_disc_real_2: 0.22015371918678284 (0.18985032838470536) | > loss_disc_real_3: 0.1902221143245697 (0.2035289356168711) | > loss_disc_real_4: 0.22460059821605682 (0.19784619117963992) | > loss_disc_real_5: 0.22097553312778473 (0.2002859076239028) | > loss_0: 2.332522392272949 (2.1957077940679963) | > grad_norm_0: tensor(25.9653, device='cuda:0') (tensor(33.9394, device='cuda:0')) | > loss_gen: 2.614265203475952 (2.797368061992356) | > loss_kl: 1.6655091047286987 (1.7375290629998692) | > loss_feat: 6.660533428192139 (8.340554923381454) | > loss_mel: 10.806845664978027 (13.552856512789456) | > loss_duration: 1.703674554824829 (1.7041390358277086) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.450828552246094 (28.132447728570902) | > grad_norm_1: tensor(666.4038, device='cuda:0') (tensor(746.0689, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8357 (0.8428914074627858) | > loader_time: 0.0097 (0.009969810269913584)  --> TIME: 2025-05-09 07:20:02 -- STEP: 262/725 -- GLOBAL_STEP: 119350 | > loss_disc: 1.9461708068847656 (2.192189104229441) | > loss_disc_real_0: 0.10365986824035645 (0.13373982515328253) | > loss_disc_real_1: 0.2078670859336853 (0.1947831245324084) | > loss_disc_real_2: 0.16921935975551605 (0.18950527883667986) | > loss_disc_real_3: 0.17769403755664825 (0.20341093764277815) | > loss_disc_real_4: 0.18150854110717773 (0.19714686553214344) | > loss_disc_real_5: 0.16845130920410156 (0.1994221311716633) | > loss_0: 1.9461708068847656 (2.192189104229441) | > grad_norm_0: tensor(26.1896, device='cuda:0') (tensor(33.6442, device='cuda:0')) | > loss_gen: 3.0563623905181885 (2.803781769657862) | > loss_kl: 1.8626137971878052 (1.7520617374027048) | > loss_feat: 9.220114707946777 (8.382909798440137) | > loss_mel: 14.826175689697266 (13.612196245266281) | > loss_duration: 1.6911258697509766 (1.7055110512798979) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.65639305114746 (28.256460692136343) | > grad_norm_1: tensor(787.6609, device='cuda:0') (tensor(744.9685, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8816 (0.8420127157036584) | > loader_time: 0.0105 (0.00993763217489228)  --> TIME: 2025-05-09 07:20:45 -- STEP: 312/725 -- GLOBAL_STEP: 119400 | > loss_disc: 2.1987364292144775 (2.188669715172207) | > loss_disc_real_0: 0.0730772465467453 (0.13240026667093235) | > loss_disc_real_1: 0.19317780435085297 (0.1943476239267068) | > loss_disc_real_2: 0.20188294351100922 (0.18920991039620008) | > loss_disc_real_3: 0.20895743370056152 (0.20344261882396847) | > loss_disc_real_4: 0.19246923923492432 (0.19725071848967138) | > loss_disc_real_5: 0.15129253268241882 (0.1993773859471847) | > loss_0: 2.1987364292144775 (2.188669715172207) | > grad_norm_0: tensor(25.8833, device='cuda:0') (tensor(33.9469, device='cuda:0')) | > loss_gen: 2.7556838989257812 (2.810670011318647) | > loss_kl: 1.6616058349609375 (1.7484852350675142) | > loss_feat: 8.645402908325195 (8.414334844320253) | > loss_mel: 13.66148853302002 (13.629331698784458) | > loss_duration: 1.6872986555099487 (1.7045411379673543) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.411479949951172 (28.307362996614884) | > grad_norm_1: tensor(837.2325, device='cuda:0') (tensor(755.9636, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8343 (0.8415187910581244) | > loader_time: 0.0097 (0.009934390966708843)  --> TIME: 2025-05-09 07:21:28 -- STEP: 362/725 -- GLOBAL_STEP: 119450 | > loss_disc: 2.2819223403930664 (2.19103299517658) | > loss_disc_real_0: 0.13975578546524048 (0.13287545852774738) | > loss_disc_real_1: 0.19985134899616241 (0.19457823190405882) | > loss_disc_real_2: 0.20210494101047516 (0.18937705362534654) | > loss_disc_real_3: 0.2101101577281952 (0.20326954566806718) | > loss_disc_real_4: 0.18501071631908417 (0.19737349001906854) | > loss_disc_real_5: 0.20931953191757202 (0.19969792503513684) | > loss_0: 2.2819223403930664 (2.19103299517658) | > grad_norm_0: tensor(25.0611, device='cuda:0') (tensor(34.2261, device='cuda:0')) | > loss_gen: 2.714385509490967 (2.8086455355691626) | > loss_kl: 1.8751657009124756 (1.750243374985226) | > loss_feat: 7.606602668762207 (8.407941286076507) | > loss_mel: 12.386945724487305 (13.626965467442462) | > loss_duration: 1.6502972841262817 (1.7036925570740884) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.233396530151367 (28.29748830742598) | > grad_norm_1: tensor(908.7600, device='cuda:0') (tensor(766.6671, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8333 (0.8418018811315461) | > loader_time: 0.0102 (0.009931136890010945)  --> TIME: 2025-05-09 07:22:10 -- STEP: 412/725 -- GLOBAL_STEP: 119500 | > loss_disc: 2.3162527084350586 (2.192494508710881) | > loss_disc_real_0: 0.08596101403236389 (0.13297305669346182) | > loss_disc_real_1: 0.17977209389209747 (0.19453437857836195) | > loss_disc_real_2: 0.2155236005783081 (0.18956364806994652) | > loss_disc_real_3: 0.18685181438922882 (0.203157289478096) | > loss_disc_real_4: 0.18368647992610931 (0.19763202097230745) | > loss_disc_real_5: 0.19863201677799225 (0.19971469041068576) | > loss_0: 2.3162527084350586 (2.192494508710881) | > grad_norm_0: tensor(22.5535, device='cuda:0') (tensor(34.3799, device='cuda:0')) | > loss_gen: 2.5112574100494385 (2.8067648358715376) | > loss_kl: 1.5760959386825562 (1.7502016237059843) | > loss_feat: 7.913181304931641 (8.396252934215143) | > loss_mel: 13.621557235717773 (13.607607610017348) | > loss_duration: 1.7107371091842651 (1.7037265199480705) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.332828521728516 (28.26455356079397) | > grad_norm_1: tensor(718.7529, device='cuda:0') (tensor(763.2198, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8391 (0.8410619919739879) | > loader_time: 0.0118 (0.009919400354033547)  --> TIME: 2025-05-09 07:22:53 -- STEP: 462/725 -- GLOBAL_STEP: 119550 | > loss_disc: 2.2283482551574707 (2.1927997573113562) | > loss_disc_real_0: 0.28632214665412903 (0.13327733786107387) | > loss_disc_real_1: 0.22149381041526794 (0.19456923820755698) | > loss_disc_real_2: 0.1940707564353943 (0.18942074516376892) | > loss_disc_real_3: 0.20710568130016327 (0.2031589686806068) | > loss_disc_real_4: 0.25746574997901917 (0.1975898196299871) | > loss_disc_real_5: 0.22624126076698303 (0.19980530743991143) | > loss_0: 2.2283482551574707 (2.1927997573113562) | > grad_norm_0: tensor(66.6085, device='cuda:0') (tensor(34.1917, device='cuda:0')) | > loss_gen: 3.2706170082092285 (2.807449679354051) | > loss_kl: 1.6511986255645752 (1.7472334511868366) | > loss_feat: 9.202642440795898 (8.404839853187662) | > loss_mel: 14.935755729675293 (13.620628371383203) | > loss_duration: 1.7460795640945435 (1.7034059494604796) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.806293487548828 (28.283557334503563) | > grad_norm_1: tensor(928.6381, device='cuda:0') (tensor(761.4701, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.7825 (0.8406721219355925) | > loader_time: 0.0099 (0.009927647454398031)  --> TIME: 2025-05-09 07:23:36 -- STEP: 512/725 -- GLOBAL_STEP: 119600 | > loss_disc: 2.10034441947937 (2.1931823247578013) | > loss_disc_real_0: 0.08765850961208344 (0.13319664146547427) | > loss_disc_real_1: 0.18540626764297485 (0.19449913970311172) | > loss_disc_real_2: 0.16246218979358673 (0.18941105270641856) | > loss_disc_real_3: 0.15422086417675018 (0.20322275513899513) | > loss_disc_real_4: 0.16128215193748474 (0.19735289056552574) | > loss_disc_real_5: 0.18997444212436676 (0.1998660618555732) | > loss_0: 2.10034441947937 (2.1931823247578013) | > grad_norm_0: tensor(10.2178, device='cuda:0') (tensor(34.3649, device='cuda:0')) | > loss_gen: 2.8220229148864746 (2.805424392223357) | > loss_kl: 1.8879494667053223 (1.7490508579649031) | > loss_feat: 9.039726257324219 (8.400671241804957) | > loss_mel: 13.80827522277832 (13.623590130358933) | > loss_duration: 1.660929799079895 (1.7040186470840126) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.218904495239258 (28.282755300402634) | > grad_norm_1: tensor(443.7432, device='cuda:0') (tensor(766.6934, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8569 (0.8414444192312657) | > loader_time: 0.0095 (0.009903500322252522)  --> TIME: 2025-05-09 07:24:19 -- STEP: 562/725 -- GLOBAL_STEP: 119650 | > loss_disc: 2.141225814819336 (2.1923814916525886) | > loss_disc_real_0: 0.11236650496721268 (0.13330940855169843) | > loss_disc_real_1: 0.19671738147735596 (0.19446314770555997) | > loss_disc_real_2: 0.2108396738767624 (0.18929896763529214) | > loss_disc_real_3: 0.19924691319465637 (0.20305441688494327) | > loss_disc_real_4: 0.20376762747764587 (0.19741545567202817) | > loss_disc_real_5: 0.22190020978450775 (0.20010542461244238) | > loss_0: 2.141225814819336 (2.1923814916525886) | > grad_norm_0: tensor(19.8847, device='cuda:0') (tensor(34.4929, device='cuda:0')) | > loss_gen: 2.9627788066864014 (2.804393806915689) | > loss_kl: 1.6802268028259277 (1.7531742237216639) | > loss_feat: 9.10047435760498 (8.398289548120463) | > loss_mel: 12.980155944824219 (13.624127345577254) | > loss_duration: 1.6665047407150269 (1.7041177492973216) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.390138626098633 (28.284102697813633) | > grad_norm_1: tensor(699.0964, device='cuda:0') (tensor(767.4172, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8848 (0.8412673855167268) | > loader_time: 0.0095 (0.009885962747594226)  --> TIME: 2025-05-09 07:25:02 -- STEP: 612/725 -- GLOBAL_STEP: 119700 | > loss_disc: 2.277467966079712 (2.1932740038126908) | > loss_disc_real_0: 0.0704585537314415 (0.133417800768869) | > loss_disc_real_1: 0.1775568276643753 (0.19455079605279393) | > loss_disc_real_2: 0.17603980004787445 (0.18951781598084105) | > loss_disc_real_3: 0.2207527905702591 (0.20300584006445868) | > loss_disc_real_4: 0.22538119554519653 (0.19754716965789887) | > loss_disc_real_5: 0.15854549407958984 (0.2000339256928248) | > loss_0: 2.277467966079712 (2.1932740038126908) | > grad_norm_0: tensor(48.2585, device='cuda:0') (tensor(35.0606, device='cuda:0')) | > loss_gen: 2.6973326206207275 (2.805344305396857) | > loss_kl: 1.8051584959030151 (1.7552328468148226) | > loss_feat: 7.700375556945801 (8.394117175364027) | > loss_mel: 13.00442123413086 (13.624275914983812) | > loss_duration: 1.6413476467132568 (1.703835067600985) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.848636627197266 (28.282805339962827) | > grad_norm_1: tensor(976.2399, device='cuda:0') (tensor(771.9890, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.8109 (0.8414819260048714) | > loader_time: 0.0089 (0.009868695065866117)  --> TIME: 2025-05-09 07:25:44 -- STEP: 662/725 -- GLOBAL_STEP: 119750 | > loss_disc: 2.172461986541748 (2.1932246096184596) | > loss_disc_real_0: 0.13319413363933563 (0.13309951128263664) | > loss_disc_real_1: 0.2223367840051651 (0.1945265430022941) | > loss_disc_real_2: 0.19506460428237915 (0.18956701518275584) | > loss_disc_real_3: 0.20945753157138824 (0.20310606339276746) | > loss_disc_real_4: 0.19439151883125305 (0.1976154707259642) | > loss_disc_real_5: 0.1658366471529007 (0.20019996125712486) | > loss_0: 2.172461986541748 (2.1932246096184596) | > grad_norm_0: tensor(47.6107, device='cuda:0') (tensor(35.2277, device='cuda:0')) | > loss_gen: 2.728146553039551 (2.807469767025948) | > loss_kl: 1.732393503189087 (1.7560040397946568) | > loss_feat: 8.457804679870605 (8.39644651110439) | > loss_mel: 14.21951961517334 (13.630255579588276) | > loss_duration: 1.730846643447876 (1.7045006166772172) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.868709564208984 (28.294676535799425) | > grad_norm_1: tensor(921.7758, device='cuda:0') (tensor(766.8395, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.853 (0.8411245104769569) | > loader_time: 0.01 (0.009852948145563879)  --> TIME: 2025-05-09 07:26:27 -- STEP: 712/725 -- GLOBAL_STEP: 119800 | > loss_disc: 2.2931811809539795 (2.194835346903691) | > loss_disc_real_0: 0.14107754826545715 (0.1332726902851646) | > loss_disc_real_1: 0.2027348130941391 (0.19465069137932192) | > loss_disc_real_2: 0.1926933079957962 (0.18960242741479633) | > loss_disc_real_3: 0.186257466673851 (0.20309290440564753) | > loss_disc_real_4: 0.20152391493320465 (0.19791415992998676) | > loss_disc_real_5: 0.19613072276115417 (0.20056158337700225) | > loss_0: 2.2931811809539795 (2.194835346903691) | > grad_norm_0: tensor(57.7589, device='cuda:0') (tensor(35.2818, device='cuda:0')) | > loss_gen: 2.6120643615722656 (2.8036048921306462) | > loss_kl: 1.7558151483535767 (1.7552858447090964) | > loss_feat: 6.829156875610352 (8.382088827283201) | > loss_mel: 12.644309997558594 (13.605063908555534) | > loss_duration: 1.7070668935775757 (1.7044052272365329) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.54841423034668 (28.250448711802452) | > grad_norm_1: tensor(661.7566, device='cuda:0') (tensor(769.3698, device='cuda:0')) | > current_lr_0: 0.00019749071635122203 | > current_lr_1: 0.00019749071635122203 | > step_time: 0.809 (0.8414124859852741) | > loader_time: 0.0095 (0.009846327345023007)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0457563400268555 (2.0457563400268555) | > loss_disc_real_0: 0.10485883802175522 (0.10485883802175522) | > loss_disc_real_1: 0.18184584379196167 (0.18184584379196167) | > loss_disc_real_2: 0.19758820533752441 (0.19758820533752441) | > loss_disc_real_3: 0.1996646672487259 (0.1996646672487259) | > loss_disc_real_4: 0.20242753624916077 (0.20242753624916077) | > loss_disc_real_5: 0.20903974771499634 (0.20903974771499634) | > loss_0: 2.0457563400268555 (2.0457563400268555) | > loss_gen: 2.9178342819213867 (2.9178342819213867) | > loss_kl: 1.9950562715530396 (1.9950562715530396) | > loss_feat: 8.819927215576172 (8.819927215576172) | > loss_mel: 14.896374702453613 (14.896374702453613) | > loss_duration: 1.6883809566497803 (1.6883809566497803) | > loss_1: 30.31757354736328 (30.31757354736328)  --> STEP: 1 | > loss_disc: 1.998317837715149 (1.998317837715149) | > loss_disc_real_0: 0.09526380896568298 (0.09526380896568298) | > loss_disc_real_1: 0.18300606310367584 (0.18300606310367584) | > loss_disc_real_2: 0.185831680893898 (0.185831680893898) | > loss_disc_real_3: 0.1781148761510849 (0.1781148761510849) | > loss_disc_real_4: 0.1961342990398407 (0.1961342990398407) | > loss_disc_real_5: 0.22018934786319733 (0.22018934786319733) | > loss_0: 1.998317837715149 (1.998317837715149) | > loss_gen: 2.977172613143921 (2.977172613143921) | > loss_kl: 2.0117623805999756 (2.0117623805999756) | > loss_feat: 9.37402057647705 (9.37402057647705) | > loss_mel: 15.659211158752441 (15.659211158752441) | > loss_duration: 1.7645809650421143 (1.7645809650421143) | > loss_1: 31.7867488861084 (31.7867488861084)  --> STEP: 2 | > loss_disc: 2.1979570388793945 (2.0981374382972717) | > loss_disc_real_0: 0.13161449134349823 (0.1134391501545906) | > loss_disc_real_1: 0.20281332731246948 (0.19290969520807266) | > loss_disc_real_2: 0.18760009109973907 (0.18671588599681854) | > loss_disc_real_3: 0.19272910058498383 (0.18542198836803436) | > loss_disc_real_4: 0.19416025280952454 (0.19514727592468262) | > loss_disc_real_5: 0.231008842587471 (0.22559909522533417) | > loss_0: 2.1979570388793945 (2.0981374382972717) | > loss_gen: 2.6131832599639893 (2.795177936553955) | > loss_kl: 1.8078104257583618 (1.9097864031791687) | > loss_feat: 7.153995990753174 (8.264008283615112) | > loss_mel: 12.396017074584961 (14.027614116668701) | > loss_duration: 1.82699716091156 (1.7957890629768372) | > loss_1: 25.798004150390625 (28.79237651824951)  --> STEP: 3 | > loss_disc: 2.112739086151123 (2.1030046542485556) | > loss_disc_real_0: 0.12179510295391083 (0.11622446775436401) | > loss_disc_real_1: 0.2049824744462967 (0.19693395495414734) | > loss_disc_real_2: 0.20102965831756592 (0.19148714343706766) | > loss_disc_real_3: 0.188526913523674 (0.18645696341991425) | > loss_disc_real_4: 0.1850835680961609 (0.1917927066485087) | > loss_disc_real_5: 0.22563210129737854 (0.22561009724934897) | > loss_0: 2.112739086151123 (2.1030046542485556) | > loss_gen: 2.7813034057617188 (2.790553092956543) | > loss_kl: 1.9224696159362793 (1.9140141407648723) | > loss_feat: 7.936247825622559 (8.154754797617594) | > loss_mel: 13.499979019165039 (13.851735750834147) | > loss_duration: 1.7815203666687012 (1.7910328308741252) | > loss_1: 27.921520233154297 (28.50209108988444)  --> STEP: 4 | > loss_disc: 1.801613450050354 (2.027656853199005) | > loss_disc_real_0: 0.07296779006719589 (0.10541029833257198) | > loss_disc_real_1: 0.18260027468204498 (0.19335053488612175) | > loss_disc_real_2: 0.14825285971164703 (0.1806785725057125) | > loss_disc_real_3: 0.16850553452968597 (0.18196910619735718) | > loss_disc_real_4: 0.16675300896167755 (0.18553278222680092) | > loss_disc_real_5: 0.22316288948059082 (0.22499829530715942) | > loss_0: 1.801613450050354 (2.027656853199005) | > loss_gen: 3.18662166595459 (2.8895702362060547) | > loss_kl: 2.056281805038452 (1.9495810568332672) | > loss_feat: 11.849157333374023 (9.078355431556702) | > loss_mel: 16.984176635742188 (14.634845972061157) | > loss_duration: 1.7356181144714355 (1.7771791517734528) | > loss_1: 35.81185531616211 (30.329532146453857) --> EVAL PERFORMANCE | > avg_loader_time: 0.2961709499359131 (+0.019780755043029785) | > avg_loss_disc: 2.027656853199005 (-0.18276631832122803) | > avg_loss_disc_real_0: 0.10541029833257198 (-0.02907324768602848) | > avg_loss_disc_real_1: 0.19335053488612175 (+0.05389172583818436) | > avg_loss_disc_real_2: 0.1806785725057125 (+0.02252810075879097) | > avg_loss_disc_real_3: 0.18196910619735718 (-0.006857633590698242) | > avg_loss_disc_real_4: 0.18553278222680092 (-0.05208827182650566) | > avg_loss_disc_real_5: 0.22499829530715942 (-0.023911550641059875) | > avg_loss_0: 2.027656853199005 (-0.18276631832122803) | > avg_loss_gen: 2.8895702362060547 (+0.19360309839248657) | > avg_loss_kl: 1.9495810568332672 (+0.07320499420166016) | > avg_loss_feat: 9.078355431556702 (+0.964288592338562) | > avg_loss_mel: 14.634845972061157 (+0.5282418727874756) | > avg_loss_duration: 1.7771791517734528 (-0.0040336549282073975) | > avg_loss_1: 30.329532146453857 (+1.7553057670593262)  > EPOCH: 102/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 07:26:44)   --> TIME: 2025-05-09 07:27:18 -- STEP: 37/725 -- GLOBAL_STEP: 119850 | > loss_disc: 2.2222323417663574 (2.1999952213184244) | > loss_disc_real_0: 0.15976132452487946 (0.1311723483172623) | > loss_disc_real_1: 0.16272953152656555 (0.19577091811476527) | > loss_disc_real_2: 0.18692192435264587 (0.19011728344736872) | > loss_disc_real_3: 0.1721997708082199 (0.2011523274956523) | > loss_disc_real_4: 0.19424772262573242 (0.19622790169071508) | > loss_disc_real_5: 0.2034246176481247 (0.20582312828785665) | > loss_0: 2.2222323417663574 (2.1999952213184244) | > grad_norm_0: tensor(69.4033, device='cuda:0') (tensor(35.4896, device='cuda:0')) | > loss_gen: 2.869121551513672 (2.810200871648015) | > loss_kl: 1.8420658111572266 (1.786361533242303) | > loss_feat: 9.121723175048828 (8.517669510196995) | > loss_mel: 14.301483154296875 (13.937559050482673) | > loss_duration: 1.6908974647521973 (1.7033981986947961) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.82529067993164 (28.755189225480365) | > grad_norm_1: tensor(518.0907, device='cuda:0') (tensor(734.1584, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8629 (0.8572659170305407) | > loader_time: 0.01 (0.009993572492857237)  --> TIME: 2025-05-09 07:28:02 -- STEP: 87/725 -- GLOBAL_STEP: 119900 | > loss_disc: 2.158231019973755 (2.180699427922567) | > loss_disc_real_0: 0.12793387472629547 (0.13148196204297843) | > loss_disc_real_1: 0.1612054705619812 (0.19478807281488655) | > loss_disc_real_2: 0.18012379109859467 (0.1897281274713319) | > loss_disc_real_3: 0.23207546770572662 (0.20143449820321183) | > loss_disc_real_4: 0.21519248187541962 (0.19497500925228514) | > loss_disc_real_5: 0.24164384603500366 (0.2005502644969129) | > loss_0: 2.158231019973755 (2.180699427922567) | > grad_norm_0: tensor(43.6317, device='cuda:0') (tensor(33.3562, device='cuda:0')) | > loss_gen: 2.8585433959960938 (2.8269564858798324) | > loss_kl: 1.7668967247009277 (1.7731625581609791) | > loss_feat: 9.574599266052246 (8.559378426650479) | > loss_mel: 14.24938678741455 (13.858510159898076) | > loss_duration: 1.6660386323928833 (1.70674397753573) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.115463256835938 (28.724751746517487) | > grad_norm_1: tensor(1125.6060, device='cuda:0') (tensor(735.0866, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8362 (0.8526754406676895) | > loader_time: 0.0098 (0.009945595401456985)  --> TIME: 2025-05-09 07:28:44 -- STEP: 137/725 -- GLOBAL_STEP: 119950 | > loss_disc: 2.2182559967041016 (2.179044338038367) | > loss_disc_real_0: 0.15761128067970276 (0.13108250825074466) | > loss_disc_real_1: 0.18459072709083557 (0.19378057840096688) | > loss_disc_real_2: 0.2009270042181015 (0.19032476701005532) | > loss_disc_real_3: 0.19926200807094574 (0.20131709203667883) | > loss_disc_real_4: 0.195552796125412 (0.19642187774616438) | > loss_disc_real_5: 0.19480447471141815 (0.1987106288871626) | > loss_0: 2.2182559967041016 (2.179044338038367) | > grad_norm_0: tensor(23.0613, device='cuda:0') (tensor(32.9262, device='cuda:0')) | > loss_gen: 2.650799512863159 (2.8231975109907834) | > loss_kl: 1.7693721055984497 (1.7714834378583588) | > loss_feat: 7.251778602600098 (8.527236430314339) | > loss_mel: 11.583502769470215 (13.72280345693992) | > loss_duration: 1.6943626403808594 (1.7079068970506208) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.949813842773438 (28.55262774446585) | > grad_norm_1: tensor(642.8223, device='cuda:0') (tensor(738.9128, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8149 (0.8490062142810683) | > loader_time: 0.0094 (0.009907008957688826)  --> TIME: 2025-05-09 07:29:27 -- STEP: 187/725 -- GLOBAL_STEP: 120000 | > loss_disc: 2.298887252807617 (2.1799181438384827) | > loss_disc_real_0: 0.13755354285240173 (0.13171622342365308) | > loss_disc_real_1: 0.21019411087036133 (0.19389597513777687) | > loss_disc_real_2: 0.1870606541633606 (0.18949219158148384) | > loss_disc_real_3: 0.20728303492069244 (0.20138376959186186) | > loss_disc_real_4: 0.2005956918001175 (0.19696207440154434) | > loss_disc_real_5: 0.22044603526592255 (0.1993832383404441) | > loss_0: 2.298887252807617 (2.1799181438384827) | > grad_norm_0: tensor(35.6692, device='cuda:0') (tensor(33.7617, device='cuda:0')) | > loss_gen: 2.5617587566375732 (2.818201733145483) | > loss_kl: 1.8106712102890015 (1.7649451666337286) | > loss_feat: 7.434630393981934 (8.489942038122992) | > loss_mel: 12.859701156616211 (13.670370703712504) | > loss_duration: 1.7229793071746826 (1.7083611902706126) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.389739990234375 (28.45182089372115) | > grad_norm_1: tensor(905.4907, device='cuda:0') (tensor(750.2327, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8501 (0.8470195295976445) | > loader_time: 0.0096 (0.009877591209615615) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_120000.pth  --> TIME: 2025-05-09 07:30:12 -- STEP: 237/725 -- GLOBAL_STEP: 120050 | > loss_disc: 2.2201051712036133 (2.1849963493990994) | > loss_disc_real_0: 0.0969940572977066 (0.13328777358941898) | > loss_disc_real_1: 0.20226018130779266 (0.19376811598926658) | > loss_disc_real_2: 0.2099081575870514 (0.18928225316453082) | > loss_disc_real_3: 0.2144814282655716 (0.20170828096474272) | > loss_disc_real_4: 0.22462056577205658 (0.19810526607408802) | > loss_disc_real_5: 0.20124118030071259 (0.19916591475784526) | > loss_0: 2.2201051712036133 (2.1849963493990994) | > grad_norm_0: tensor(17.4108, device='cuda:0') (tensor(34.9432, device='cuda:0')) | > loss_gen: 2.732713460922241 (2.8110977637616883) | > loss_kl: 1.8369648456573486 (1.7713866922925798) | > loss_feat: 8.606507301330566 (8.461475945726233) | > loss_mel: 14.091683387756348 (13.617298544710698) | > loss_duration: 1.6878974437713623 (1.7077255792255643) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.955766677856445 (28.36898457651903) | > grad_norm_1: tensor(410.3311, device='cuda:0') (tensor(751.5745, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.806 (0.8459501528035739) | > loader_time: 0.0091 (0.009929334061055242)  --> TIME: 2025-05-09 07:30:55 -- STEP: 287/725 -- GLOBAL_STEP: 120100 | > loss_disc: 2.3454203605651855 (2.190969496238522) | > loss_disc_real_0: 0.18895970284938812 (0.13515417398527946) | > loss_disc_real_1: 0.2211153656244278 (0.19402547393526348) | > loss_disc_real_2: 0.184894397854805 (0.18957684028127883) | > loss_disc_real_3: 0.2060595452785492 (0.2020680855583231) | > loss_disc_real_4: 0.1928086131811142 (0.19809404181686424) | > loss_disc_real_5: 0.2362344115972519 (0.20009140893557345) | > loss_0: 2.3454203605651855 (2.190969496238522) | > grad_norm_0: tensor(52.8584, device='cuda:0') (tensor(33.9610, device='cuda:0')) | > loss_gen: 2.54732346534729 (2.795348897628252) | > loss_kl: 1.7273002862930298 (1.774310263607145) | > loss_feat: 6.732480049133301 (8.411918846156965) | > loss_mel: 12.097469329833984 (13.597399395932722) | > loss_duration: 1.7057857513427734 (1.7073533360551045) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.810359954833984 (28.28633075807153) | > grad_norm_1: tensor(729.3021, device='cuda:0') (tensor(747.6743, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.7984 (0.8437220593362735) | > loader_time: 0.0099 (0.00992985137248288)  --> TIME: 2025-05-09 07:31:37 -- STEP: 337/725 -- GLOBAL_STEP: 120150 | > loss_disc: 1.944305658340454 (2.1896367433870587) | > loss_disc_real_0: 0.07393866777420044 (0.13411606391698397) | > loss_disc_real_1: 0.16831745207309723 (0.19399139165701432) | > loss_disc_real_2: 0.15743662416934967 (0.189487771946351) | > loss_disc_real_3: 0.1952374279499054 (0.2020169208240793) | > loss_disc_real_4: 0.16574221849441528 (0.19785816923270244) | > loss_disc_real_5: 0.19989968836307526 (0.20071910799257126) | > loss_0: 1.944305658340454 (2.1896367433870587) | > grad_norm_0: tensor(16.4979, device='cuda:0') (tensor(33.6496, device='cuda:0')) | > loss_gen: 3.127476215362549 (2.7990506890973266) | > loss_kl: 1.6858469247817993 (1.776642537612236) | > loss_feat: 10.186714172363281 (8.417023882314078) | > loss_mel: 15.792431831359863 (13.615867331756686) | > loss_duration: 1.6818815469741821 (1.7063746363897352) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.47434997558594 (28.314959104407787) | > grad_norm_1: tensor(739.8967, device='cuda:0') (tensor(739.0332, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8741 (0.8427911554670475) | > loader_time: 0.0111 (0.009927284823680842)  --> TIME: 2025-05-09 07:32:20 -- STEP: 387/725 -- GLOBAL_STEP: 120200 | > loss_disc: 2.0474205017089844 (2.195757805531031) | > loss_disc_real_0: 0.1315407007932663 (0.13618204564587713) | > loss_disc_real_1: 0.20819856226444244 (0.19424335285058628) | > loss_disc_real_2: 0.17403076589107513 (0.19026090730299322) | > loss_disc_real_3: 0.20918352901935577 (0.20225579397468918) | > loss_disc_real_4: 0.1956513673067093 (0.19804718324226314) | > loss_disc_real_5: 0.17852501571178436 (0.20037235300362263) | > loss_0: 2.0474205017089844 (2.195757805531031) | > grad_norm_0: tensor(42.3280, device='cuda:0') (tensor(34.8186, device='cuda:0')) | > loss_gen: 3.1107308864593506 (2.7971333040439497) | > loss_kl: 1.5417048931121826 (1.7718270690558184) | > loss_feat: 9.66419506072998 (8.383300800964202) | > loss_mel: 14.817328453063965 (13.597914358134112) | > loss_duration: 1.7882699966430664 (1.7064767777149683) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.922229766845703 (28.256652349033406) | > grad_norm_1: tensor(946.0568, device='cuda:0') (tensor(736.9281, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8415 (0.8430977551512016) | > loader_time: 0.0098 (0.009904437594943572)  --> TIME: 2025-05-09 07:33:03 -- STEP: 437/725 -- GLOBAL_STEP: 120250 | > loss_disc: 2.3202178478240967 (2.199125964254208) | > loss_disc_real_0: 0.1266162246465683 (0.13577578952472052) | > loss_disc_real_1: 0.21956996619701385 (0.1946967072290469) | > loss_disc_real_2: 0.21344611048698425 (0.19076206576019458) | > loss_disc_real_3: 0.25914710760116577 (0.20258739218968283) | > loss_disc_real_4: 0.21252454817295074 (0.19797337068845808) | > loss_disc_real_5: 0.23360051214694977 (0.20075533605549373) | > loss_0: 2.3202178478240967 (2.199125964254208) | > grad_norm_0: tensor(11.5945, device='cuda:0') (tensor(34.4894, device='cuda:0')) | > loss_gen: 2.699960947036743 (2.790473771040718) | > loss_kl: 1.9205611944198608 (1.7716870627086823) | > loss_feat: 7.1938581466674805 (8.345764764659194) | > loss_mel: 13.0386381149292 (13.55681115375231) | > loss_duration: 1.6646294593811035 (1.7058116931391527) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.51764678955078 (28.17054845866677) | > grad_norm_1: tensor(624.5294, device='cuda:0') (tensor(734.4364, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.86 (0.842360852784914) | > loader_time: 0.0094 (0.009908360802063403)  --> TIME: 2025-05-09 07:33:45 -- STEP: 487/725 -- GLOBAL_STEP: 120300 | > loss_disc: 2.2681143283843994 (2.2014006687140797) | > loss_disc_real_0: 0.1577906608581543 (0.13572581963770447) | > loss_disc_real_1: 0.19882847368717194 (0.1945514248137112) | > loss_disc_real_2: 0.19868245720863342 (0.19087305822595188) | > loss_disc_real_3: 0.19318795204162598 (0.20283248509592106) | > loss_disc_real_4: 0.19966508448123932 (0.19820768861922397) | > loss_disc_real_5: 0.21068677306175232 (0.20108636103004401) | > loss_0: 2.2681143283843994 (2.2014006687140797) | > grad_norm_0: tensor(56.3850, device='cuda:0') (tensor(34.8326, device='cuda:0')) | > loss_gen: 2.5481066703796387 (2.789894866257967) | > loss_kl: 2.0083322525024414 (1.77079762545944) | > loss_feat: 7.333223819732666 (8.33122395000419) | > loss_mel: 12.774372100830078 (13.550508632307427) | > loss_duration: 1.7030601501464844 (1.7064178555408298) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.367095947265625 (28.148842954537706) | > grad_norm_1: tensor(958.0931, device='cuda:0') (tensor(737.0637, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8161 (0.8415868801257939) | > loader_time: 0.0107 (0.009880958396551297)  --> TIME: 2025-05-09 07:34:28 -- STEP: 537/725 -- GLOBAL_STEP: 120350 | > loss_disc: 2.1806697845458984 (2.2025608363764237) | > loss_disc_real_0: 0.15425105392932892 (0.13574667408840393) | > loss_disc_real_1: 0.22786733508110046 (0.19461786125403321) | > loss_disc_real_2: 0.19543501734733582 (0.1909815076759408) | > loss_disc_real_3: 0.21856921911239624 (0.20297082576005823) | > loss_disc_real_4: 0.17097541689872742 (0.1982778346849332) | > loss_disc_real_5: 0.20118927955627441 (0.20125082812273745) | > loss_0: 2.1806697845458984 (2.2025608363764237) | > grad_norm_0: tensor(27.6799, device='cuda:0') (tensor(34.7005, device='cuda:0')) | > loss_gen: 2.8539814949035645 (2.7873622194570755) | > loss_kl: 1.6560837030410767 (1.7688110152214378) | > loss_feat: 8.99041748046875 (8.318261609175133) | > loss_mel: 13.478423118591309 (13.547442571188931) | > loss_duration: 1.7332743406295776 (1.706817261333572) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.71217918395996 (28.1286947154466) | > grad_norm_1: tensor(909.7526, device='cuda:0') (tensor(744.7020, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8328 (0.8414066472755023) | > loader_time: 0.0098 (0.009868180507610182)  --> TIME: 2025-05-09 07:35:10 -- STEP: 587/725 -- GLOBAL_STEP: 120400 | > loss_disc: 2.140841007232666 (2.200760687839435) | > loss_disc_real_0: 0.10894273221492767 (0.135222232061259) | > loss_disc_real_1: 0.19167065620422363 (0.19453549199758238) | > loss_disc_real_2: 0.1582661271095276 (0.19085015525352816) | > loss_disc_real_3: 0.2062116265296936 (0.20278207180954946) | > loss_disc_real_4: 0.15808647871017456 (0.19797530757609177) | > loss_disc_real_5: 0.17950201034545898 (0.20123155102819149) | > loss_0: 2.140841007232666 (2.200760687839435) | > grad_norm_0: tensor(28.4387, device='cuda:0') (tensor(34.9706, device='cuda:0')) | > loss_gen: 2.662227153778076 (2.7902410932050237) | > loss_kl: 1.604870319366455 (1.769289964102399) | > loss_feat: 8.51501178741455 (8.327015819906986) | > loss_mel: 14.002996444702148 (13.560726355856483) | > loss_duration: 1.6815752983093262 (1.7061826587738738) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.46668243408203 (28.15345593895985) | > grad_norm_1: tensor(489.9845, device='cuda:0') (tensor(747.9935, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8374 (0.8407468190591221) | > loader_time: 0.0098 (0.009836926777074442)  --> TIME: 2025-05-09 07:35:53 -- STEP: 637/725 -- GLOBAL_STEP: 120450 | > loss_disc: 2.1202645301818848 (2.1998499237012616) | > loss_disc_real_0: 0.10234592109918594 (0.1351250262998244) | > loss_disc_real_1: 0.1590239256620407 (0.19442103485016862) | > loss_disc_real_2: 0.17832531034946442 (0.19089630116332848) | > loss_disc_real_3: 0.20040583610534668 (0.20273900132632156) | > loss_disc_real_4: 0.2032804936170578 (0.19799438642931513) | > loss_disc_real_5: 0.1979602426290512 (0.20101975903406247) | > loss_0: 2.1202645301818848 (2.1998499237012616) | > grad_norm_0: tensor(25.7258, device='cuda:0') (tensor(35.2150, device='cuda:0')) | > loss_gen: 2.760957717895508 (2.7914982347323707) | > loss_kl: 1.6243997812271118 (1.765549134234993) | > loss_feat: 8.559569358825684 (8.33270010281957) | > loss_mel: 13.42220401763916 (13.580458205386272) | > loss_duration: 1.6711950302124023 (1.7057933711930755) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.038326263427734 (28.175999088976035) | > grad_norm_1: tensor(968.3732, device='cuda:0') (tensor(754.5313, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8246 (0.8402279175619132) | > loader_time: 0.0092 (0.009823884095651566)  --> TIME: 2025-05-09 07:36:35 -- STEP: 687/725 -- GLOBAL_STEP: 120500 | > loss_disc: 2.204679489135742 (2.2012066629429223) | > loss_disc_real_0: 0.15209294855594635 (0.13594060877590217) | > loss_disc_real_1: 0.17360512912273407 (0.19436776449326362) | > loss_disc_real_2: 0.18757882714271545 (0.1907431665791696) | > loss_disc_real_3: 0.1873246431350708 (0.20258923185097263) | > loss_disc_real_4: 0.15100078284740448 (0.1979659873411993) | > loss_disc_real_5: 0.22178015112876892 (0.20119952927770574) | > loss_0: 2.204679489135742 (2.2012066629429223) | > grad_norm_0: tensor(8.6116, device='cuda:0') (tensor(35.2858, device='cuda:0')) | > loss_gen: 2.720186233520508 (2.789976144288129) | > loss_kl: 1.7516170740127563 (1.7648124108321455) | > loss_feat: 8.003246307373047 (8.32591592172349) | > loss_mel: 13.5274019241333 (13.583337615844638) | > loss_duration: 1.707519292831421 (1.7054511567217117) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.709970474243164 (28.16949329070823) | > grad_norm_1: tensor(269.8969, device='cuda:0') (tensor(750.7656, device='cuda:0')) | > current_lr_0: 0.00019746603001167813 | > current_lr_1: 0.00019746603001167813 | > step_time: 0.8602 (0.8397626397911642) | > loader_time: 0.0094 (0.009832388448923427)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.160916805267334 (2.160916805267334) | > loss_disc_real_0: 0.11405472457408905 (0.11405472457408905) | > loss_disc_real_1: 0.18662886321544647 (0.18662886321544647) | > loss_disc_real_2: 0.2004980593919754 (0.2004980593919754) | > loss_disc_real_3: 0.19892413914203644 (0.19892413914203644) | > loss_disc_real_4: 0.21076489984989166 (0.21076489984989166) | > loss_disc_real_5: 0.18421851098537445 (0.18421851098537445) | > loss_0: 2.160916805267334 (2.160916805267334) | > loss_gen: 2.6130409240722656 (2.6130409240722656) | > loss_kl: 1.9823402166366577 (1.9823402166366577) | > loss_feat: 7.72740364074707 (7.72740364074707) | > loss_mel: 13.65084171295166 (13.65084171295166) | > loss_duration: 1.6784954071044922 (1.6784954071044922) | > loss_1: 27.65212059020996 (27.65212059020996)  --> STEP: 1 | > loss_disc: 2.270761728286743 (2.270761728286743) | > loss_disc_real_0: 0.10096230357885361 (0.10096230357885361) | > loss_disc_real_1: 0.19508084654808044 (0.19508084654808044) | > loss_disc_real_2: 0.20808176696300507 (0.20808176696300507) | > loss_disc_real_3: 0.1980103701353073 (0.1980103701353073) | > loss_disc_real_4: 0.2147696167230606 (0.2147696167230606) | > loss_disc_real_5: 0.21551528573036194 (0.21551528573036194) | > loss_0: 2.270761728286743 (2.270761728286743) | > loss_gen: 2.4707672595977783 (2.4707672595977783) | > loss_kl: 1.9933116436004639 (1.9933116436004639) | > loss_feat: 6.856239318847656 (6.856239318847656) | > loss_mel: 12.43785285949707 (12.43785285949707) | > loss_duration: 1.7598979473114014 (1.7598979473114014) | > loss_1: 25.518068313598633 (25.518068313598633)  --> STEP: 2 | > loss_disc: 2.094464063644409 (2.182612895965576) | > loss_disc_real_0: 0.09811300784349442 (0.09953765571117401) | > loss_disc_real_1: 0.1950274258852005 (0.19505413621664047) | > loss_disc_real_2: 0.19603952765464783 (0.20206064730882645) | > loss_disc_real_3: 0.19801583886146545 (0.19801310449838638) | > loss_disc_real_4: 0.220623180270195 (0.2176963984966278) | > loss_disc_real_5: 0.18582846224308014 (0.20067187398672104) | > loss_0: 2.094464063644409 (2.182612895965576) | > loss_gen: 2.763404607772827 (2.6170859336853027) | > loss_kl: 1.7217575311660767 (1.8575345873832703) | > loss_feat: 8.729549407958984 (7.79289436340332) | > loss_mel: 14.309273719787598 (13.373563289642334) | > loss_duration: 1.8128466606140137 (1.7863723039627075) | > loss_1: 29.336833953857422 (27.427451133728027)  --> STEP: 3 | > loss_disc: 2.1550769805908203 (2.173434257507324) | > loss_disc_real_0: 0.10622388124465942 (0.10176639755566914) | > loss_disc_real_1: 0.20625223219394684 (0.19878683487574259) | > loss_disc_real_2: 0.2026096135377884 (0.20224363605181375) | > loss_disc_real_3: 0.19761434197425842 (0.1978801836570104) | > loss_disc_real_4: 0.21704816818237305 (0.21748032172520956) | > loss_disc_real_5: 0.1989649385213852 (0.20010289549827576) | > loss_0: 2.1550769805908203 (2.173434257507324) | > loss_gen: 2.743279457092285 (2.6591504414876304) | > loss_kl: 1.9543029069900513 (1.889790693918864) | > loss_feat: 9.032819747924805 (8.206202824910482) | > loss_mel: 14.975104331970215 (13.907410303751627) | > loss_duration: 1.7817119359970093 (1.7848188479741414) | > loss_1: 30.48721694946289 (28.447373072306316)  --> STEP: 4 | > loss_disc: 2.102259635925293 (2.1556406021118164) | > loss_disc_real_0: 0.08493459969758987 (0.09755844809114933) | > loss_disc_real_1: 0.2242071032524109 (0.20514190196990967) | > loss_disc_real_2: 0.21729469299316406 (0.20600640028715134) | > loss_disc_real_3: 0.19789963960647583 (0.19788504764437675) | > loss_disc_real_4: 0.21564847230911255 (0.2170223593711853) | > loss_disc_real_5: 0.20455892384052277 (0.2012169025838375) | > loss_0: 2.102259635925293 (2.1556406021118164) | > loss_gen: 2.9012181758880615 (2.719667375087738) | > loss_kl: 1.7718840837478638 (1.860314041376114) | > loss_feat: 9.241928100585938 (8.465134143829346) | > loss_mel: 15.152277946472168 (14.218627214431763) | > loss_duration: 1.7296409606933594 (1.771024376153946) | > loss_1: 30.79694938659668 (29.034767150878906) --> EVAL PERFORMANCE | > avg_loader_time: 0.28205180168151855 (-0.014119148254394531) | > avg_loss_disc: 2.1556406021118164 (+0.12798374891281128) | > avg_loss_disc_real_0: 0.09755844809114933 (-0.007851850241422653) | > avg_loss_disc_real_1: 0.20514190196990967 (+0.011791367083787918) | > avg_loss_disc_real_2: 0.20600640028715134 (+0.025327827781438828) | > avg_loss_disc_real_3: 0.19788504764437675 (+0.015915941447019577) | > avg_loss_disc_real_4: 0.2170223593711853 (+0.031489577144384384) | > avg_loss_disc_real_5: 0.2012169025838375 (-0.023781392723321915) | > avg_loss_0: 2.1556406021118164 (+0.12798374891281128) | > avg_loss_gen: 2.719667375087738 (-0.16990286111831665) | > avg_loss_kl: 1.860314041376114 (-0.08926701545715332) | > avg_loss_feat: 8.465134143829346 (-0.613221287727356) | > avg_loss_mel: 14.218627214431763 (-0.41621875762939453) | > avg_loss_duration: 1.771024376153946 (-0.006154775619506836) | > avg_loss_1: 29.034767150878906 (-1.2947649955749512)  > EPOCH: 103/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 07:37:14)   --> TIME: 2025-05-09 07:37:26 -- STEP: 12/725 -- GLOBAL_STEP: 120550 | > loss_disc: 2.071812868118286 (2.182369271914164) | > loss_disc_real_0: 0.10113397985696793 (0.12941704876720905) | > loss_disc_real_1: 0.20668722689151764 (0.1956013378997644) | > loss_disc_real_2: 0.22349554300308228 (0.19836089511712393) | > loss_disc_real_3: 0.18730366230010986 (0.19813374057412148) | > loss_disc_real_4: 0.17043070495128632 (0.1919759102165699) | > loss_disc_real_5: 0.19070583581924438 (0.19237016389767328) | > loss_0: 2.071812868118286 (2.182369271914164) | > grad_norm_0: tensor(17.5470, device='cuda:0') (tensor(30.7326, device='cuda:0')) | > loss_gen: 3.0903029441833496 (2.8577059706052146) | > loss_kl: 1.778558373451233 (1.8050817847251892) | > loss_feat: 8.697569847106934 (8.543438275655111) | > loss_mel: 13.655477523803711 (13.818152983983358) | > loss_duration: 1.7482316493988037 (1.7078229387601216) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.970142364501953 (28.732202370961506) | > grad_norm_1: tensor(834.3153, device='cuda:0') (tensor(582.1936, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8484 (0.8274028102556864) | > loader_time: 0.0091 (0.010219673315684)  --> TIME: 2025-05-09 07:38:09 -- STEP: 62/725 -- GLOBAL_STEP: 120600 | > loss_disc: 2.2306764125823975 (2.1820311277143425) | > loss_disc_real_0: 0.11835959553718567 (0.12844362061831266) | > loss_disc_real_1: 0.2008831650018692 (0.19448304921388626) | > loss_disc_real_2: 0.21664072573184967 (0.19192144875564882) | > loss_disc_real_3: 0.21307362616062164 (0.20204089197420305) | > loss_disc_real_4: 0.20952250063419342 (0.19586855629759448) | > loss_disc_real_5: 0.18903577327728271 (0.19905539722211898) | > loss_0: 2.2306764125823975 (2.1820311277143425) | > grad_norm_0: tensor(32.8683, device='cuda:0') (tensor(31.3548, device='cuda:0')) | > loss_gen: 2.6945884227752686 (2.8284231193604006) | > loss_kl: 1.6500369310379028 (1.7888014585741105) | > loss_feat: 7.814640998840332 (8.47899134697453) | > loss_mel: 13.444859504699707 (13.79936155196159) | > loss_duration: 1.7624130249023438 (1.70085342661027) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.366539001464844 (28.596430963085545) | > grad_norm_1: tensor(1261.7738, device='cuda:0') (tensor(721.5799, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8412 (0.8425538270704208) | > loader_time: 0.0095 (0.009933094824514084)  --> TIME: 2025-05-09 07:38:52 -- STEP: 112/725 -- GLOBAL_STEP: 120650 | > loss_disc: 2.2746896743774414 (2.1918386753116326) | > loss_disc_real_0: 0.11645852029323578 (0.12985665783552197) | > loss_disc_real_1: 0.1987026035785675 (0.1942462901185666) | > loss_disc_real_2: 0.18421612679958344 (0.1912619862705469) | > loss_disc_real_3: 0.21711841225624084 (0.20396196709147518) | > loss_disc_real_4: 0.2169428914785385 (0.19712408472384726) | > loss_disc_real_5: 0.1838226467370987 (0.2009605589721884) | > loss_0: 2.2746896743774414 (2.1918386753116326) | > grad_norm_0: tensor(35.5436, device='cuda:0') (tensor(33.9629, device='cuda:0')) | > loss_gen: 2.4777655601501465 (2.814003137605531) | > loss_kl: 1.7192813158035278 (1.782755276986531) | > loss_feat: 7.671079635620117 (8.391845724412372) | > loss_mel: 13.462712287902832 (13.666296550205775) | > loss_duration: 1.709233045578003 (1.703560576907226) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.040071487426758 (28.35846127782549) | > grad_norm_1: tensor(620.2624, device='cuda:0') (tensor(762.2082, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8249 (0.843560014452253) | > loader_time: 0.0098 (0.009846770337649755)  --> TIME: 2025-05-09 07:39:35 -- STEP: 162/725 -- GLOBAL_STEP: 120700 | > loss_disc: 2.1798088550567627 (2.1906334191192793) | > loss_disc_real_0: 0.12184400111436844 (0.1317790133625637) | > loss_disc_real_1: 0.22062437236309052 (0.19420003734621) | > loss_disc_real_2: 0.1961430162191391 (0.19011199161594297) | > loss_disc_real_3: 0.20065106451511383 (0.20354359780932646) | > loss_disc_real_4: 0.21605978906154633 (0.19739592047753152) | > loss_disc_real_5: 0.19713245332241058 (0.20020811986408116) | > loss_0: 2.1798088550567627 (2.1906334191192793) | > grad_norm_0: tensor(17.8612, device='cuda:0') (tensor(35.7188, device='cuda:0')) | > loss_gen: 2.7944464683532715 (2.815651457986713) | > loss_kl: 1.8664344549179077 (1.7866635543328744) | > loss_feat: 7.819232940673828 (8.358501625649716) | > loss_mel: 12.795656204223633 (13.527792436105234) | > loss_duration: 1.660394310951233 (1.7039269466459015) | > amp_scaler: 256.0 (140.64197530864197) | > loss_1: 26.93616485595703 (28.192536036173504) | > grad_norm_1: tensor(501.1010, device='cuda:0') (tensor(756.4551, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8318 (0.8432314852137625) | > loader_time: 0.0112 (0.00990834648226514)  --> TIME: 2025-05-09 07:40:18 -- STEP: 212/725 -- GLOBAL_STEP: 120750 | > loss_disc: 2.341096878051758 (2.197197433912527) | > loss_disc_real_0: 0.15358728170394897 (0.13391523685236031) | > loss_disc_real_1: 0.19383621215820312 (0.1944656956870601) | > loss_disc_real_2: 0.20702138543128967 (0.19096916611745673) | > loss_disc_real_3: 0.2045605480670929 (0.20378296878540286) | > loss_disc_real_4: 0.22727647423744202 (0.19772704416569667) | > loss_disc_real_5: 0.2382645457983017 (0.20052357256974815) | > loss_0: 2.341096878051758 (2.197197433912527) | > grad_norm_0: tensor(25.1483, device='cuda:0') (tensor(34.9527, device='cuda:0')) | > loss_gen: 2.5470850467681885 (2.8083436061751157) | > loss_kl: 1.7911295890808105 (1.7783075464221667) | > loss_feat: 7.586330413818359 (8.330523697835089) | > loss_mel: 12.332513809204102 (13.521522337535643) | > loss_duration: 1.724146842956543 (1.7036430987547029) | > amp_scaler: 256.0 (167.8490566037736) | > loss_1: 25.981204986572266 (28.142340300218116) | > grad_norm_1: tensor(852.8943, device='cuda:0') (tensor(739.0325, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8431 (0.8444896846447351) | > loader_time: 0.0096 (0.009934661523351129)  --> TIME: 2025-05-09 07:41:01 -- STEP: 262/725 -- GLOBAL_STEP: 120800 | > loss_disc: 2.345059871673584 (2.1994587110199073) | > loss_disc_real_0: 0.11428257822990417 (0.13444434194505675) | > loss_disc_real_1: 0.17292936146259308 (0.1944886715016292) | > loss_disc_real_2: 0.16712586581707 (0.19043897018405317) | > loss_disc_real_3: 0.19360928237438202 (0.20368369458285907) | > loss_disc_real_4: 0.1926063746213913 (0.19766157217153152) | > loss_disc_real_5: 0.18067535758018494 (0.2010759227830945) | > loss_0: 2.345059871673584 (2.1994587110199073) | > grad_norm_0: tensor(33.1071, device='cuda:0') (tensor(35.1489, device='cuda:0')) | > loss_gen: 2.4506068229675293 (2.805062874582887) | > loss_kl: 1.685822606086731 (1.773636338364987) | > loss_feat: 7.147124290466309 (8.316660928362191) | > loss_mel: 12.873767852783203 (13.538033518172403) | > loss_duration: 1.6850268840789795 (1.7043776057148707) | > amp_scaler: 128.0 (180.27480916030535) | > loss_1: 25.842348098754883 (28.137771293407177) | > grad_norm_1: tensor(819.9946, device='cuda:0') (tensor(742.4662, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8674 (0.8442877039654564) | > loader_time: 0.0102 (0.009937225407316485)  --> TIME: 2025-05-09 07:41:44 -- STEP: 312/725 -- GLOBAL_STEP: 120850 | > loss_disc: 2.0411195755004883 (2.1991513180427034) | > loss_disc_real_0: 0.1101761981844902 (0.13415164617487263) | > loss_disc_real_1: 0.1784881204366684 (0.19497814139303477) | > loss_disc_real_2: 0.17933428287506104 (0.19085739667599022) | > loss_disc_real_3: 0.22027342021465302 (0.2029927530063269) | > loss_disc_real_4: 0.1534111648797989 (0.19764866049473098) | > loss_disc_real_5: 0.1968746930360794 (0.20069507232461223) | > loss_0: 2.0411195755004883 (2.1991513180427034) | > grad_norm_0: tensor(42.4199, device='cuda:0') (tensor(35.1935, device='cuda:0')) | > loss_gen: 3.038297176361084 (2.802780418059765) | > loss_kl: 1.6148133277893066 (1.7666943474457815) | > loss_feat: 9.99151611328125 (8.303719904178225) | > loss_mel: 15.370938301086426 (13.514164637296627) | > loss_duration: 1.7040306329727173 (1.7037587693104375) | > amp_scaler: 128.0 (171.89743589743588) | > loss_1: 31.71959686279297 (28.091118146211674) | > grad_norm_1: tensor(971.5599, device='cuda:0') (tensor(740.8133, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8391 (0.8459587150659317) | > loader_time: 0.0097 (0.009929595085290767)  --> TIME: 2025-05-09 07:42:27 -- STEP: 362/725 -- GLOBAL_STEP: 120900 | > loss_disc: 2.3951101303100586 (2.199706049255244) | > loss_disc_real_0: 0.09602610021829605 (0.1336207574037887) | > loss_disc_real_1: 0.1893111616373062 (0.1951397854567232) | > loss_disc_real_2: 0.1808946430683136 (0.19112262195645124) | > loss_disc_real_3: 0.2147803008556366 (0.20321585489076813) | > loss_disc_real_4: 0.18926608562469482 (0.19763833041513823) | > loss_disc_real_5: 0.18858546018600464 (0.20071845707478445) | > loss_0: 2.3951101303100586 (2.199706049255244) | > grad_norm_0: tensor(38.9666, device='cuda:0') (tensor(35.1754, device='cuda:0')) | > loss_gen: 2.602463722229004 (2.800106529372834) | > loss_kl: 1.8145573139190674 (1.7638446925753388) | > loss_feat: 8.25117015838623 (8.28571783771831) | > loss_mel: 14.568273544311523 (13.491772609521012) | > loss_duration: 1.6451103687286377 (1.7031705919550266) | > amp_scaler: 128.0 (165.83425414364652) | > loss_1: 28.881576538085938 (28.044612310209327) | > grad_norm_1: tensor(483.7294, device='cuda:0') (tensor(748.0162, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8373 (0.8457752439857188) | > loader_time: 0.0096 (0.009906471763526537)  --> TIME: 2025-05-09 07:43:10 -- STEP: 412/725 -- GLOBAL_STEP: 120950 | > loss_disc: 2.215001106262207 (2.199059302367052) | > loss_disc_real_0: 0.13508717715740204 (0.13360978932418296) | > loss_disc_real_1: 0.1855234056711197 (0.1948894833042783) | > loss_disc_real_2: 0.19283552467823029 (0.19078123743094294) | > loss_disc_real_3: 0.20950187742710114 (0.2034507186595098) | > loss_disc_real_4: 0.1996973752975464 (0.19764846816514303) | > loss_disc_real_5: 0.21144314110279083 (0.20092574496147703) | > loss_0: 2.215001106262207 (2.199059302367052) | > grad_norm_0: tensor(41.3629, device='cuda:0') (tensor(35.3920, device='cuda:0')) | > loss_gen: 2.7138123512268066 (2.799933303907082) | > loss_kl: 1.8641618490219116 (1.7636872787498734) | > loss_feat: 8.393278121948242 (8.282234249763112) | > loss_mel: 13.251808166503906 (13.490447734166118) | > loss_duration: 1.7097364664077759 (1.703813232843158) | > amp_scaler: 128.0 (161.24271844660214) | > loss_1: 27.93279457092285 (28.040115828652983) | > grad_norm_1: tensor(833.5404, device='cuda:0') (tensor(753.0217, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8471 (0.8460563791608348) | > loader_time: 0.0105 (0.009897192126338921)  --> TIME: 2025-05-09 07:43:53 -- STEP: 462/725 -- GLOBAL_STEP: 121000 | > loss_disc: 2.154475212097168 (2.198668563004695) | > loss_disc_real_0: 0.1755407154560089 (0.13345968066936473) | > loss_disc_real_1: 0.18129432201385498 (0.19461908281752552) | > loss_disc_real_2: 0.22353829443454742 (0.1906140606640738) | > loss_disc_real_3: 0.19681207835674286 (0.2034105446625066) | > loss_disc_real_4: 0.20007894933223724 (0.197755010000297) | > loss_disc_real_5: 0.19942083954811096 (0.2010777753281903) | > loss_0: 2.154475212097168 (2.198668563004695) | > grad_norm_0: tensor(64.2054, device='cuda:0') (tensor(35.2252, device='cuda:0')) | > loss_gen: 3.0324127674102783 (2.7975808578136183) | > loss_kl: 1.651250958442688 (1.7638074575048504) | > loss_feat: 8.995599746704102 (8.283413847803542) | > loss_mel: 13.504666328430176 (13.483812872981613) | > loss_duration: 1.7262308597564697 (1.7037449582314592) | > amp_scaler: 128.0 (157.64502164502184) | > loss_1: 28.910160064697266 (28.032359994335092) | > grad_norm_1: tensor(886.8792, device='cuda:0') (tensor(752.8602, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.7937 (0.8456026676929358) | > loader_time: 0.0101 (0.009892328477009034) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_121000.pth  --> TIME: 2025-05-09 07:44:38 -- STEP: 512/725 -- GLOBAL_STEP: 121050 | > loss_disc: 2.241884469985962 (2.1975428867153814) | > loss_disc_real_0: 0.10547573119401932 (0.1333897796866952) | > loss_disc_real_1: 0.17430835962295532 (0.19469044927973295) | > loss_disc_real_2: 0.18246948719024658 (0.1903734069783241) | > loss_disc_real_3: 0.17796337604522705 (0.203287518612342) | > loss_disc_real_4: 0.1785479635000229 (0.19776545237982646) | > loss_disc_real_5: 0.18758340179920197 (0.20102821168256924) | > loss_0: 2.241884469985962 (2.1975428867153814) | > grad_norm_0: tensor(37.7111, device='cuda:0') (tensor(35.7703, device='cuda:0')) | > loss_gen: 2.717607021331787 (2.799752035178246) | > loss_kl: 1.590833067893982 (1.7629672198090702) | > loss_feat: 8.310558319091797 (8.305835768580428) | > loss_mel: 13.544837951660156 (13.513368293642998) | > loss_duration: 1.657759189605713 (1.7043989906087516) | > amp_scaler: 128.0 (154.75000000000017) | > loss_1: 27.82159423828125 (28.08632228896022) | > grad_norm_1: tensor(751.7749, device='cuda:0') (tensor(760.5091, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8484 (0.8452651430852711) | > loader_time: 0.0097 (0.009888332337141037)  --> TIME: 2025-05-09 07:45:21 -- STEP: 562/725 -- GLOBAL_STEP: 121100 | > loss_disc: 2.1845333576202393 (2.1983450252390404) | > loss_disc_real_0: 0.11365370452404022 (0.13331043703010942) | > loss_disc_real_1: 0.18249677121639252 (0.19493836657644584) | > loss_disc_real_2: 0.2122994214296341 (0.19055391803012628) | > loss_disc_real_3: 0.17952050268650055 (0.20338072778915603) | > loss_disc_real_4: 0.19688613712787628 (0.19778834739401666) | > loss_disc_real_5: 0.1924895942211151 (0.2006527940043351) | > loss_0: 2.1845333576202393 (2.1983450252390404) | > grad_norm_0: tensor(23.3752, device='cuda:0') (tensor(35.8961, device='cuda:0')) | > loss_gen: 2.779628276824951 (2.801894442466655) | > loss_kl: 1.803623080253601 (1.7624917233965998) | > loss_feat: 8.069849014282227 (8.314194330541259) | > loss_mel: 12.668810844421387 (13.52237112751211) | > loss_duration: 1.6764740943908691 (1.7041605598561704) | > amp_scaler: 128.0 (152.37010676156598) | > loss_1: 26.998384475708008 (28.105112153864432) | > grad_norm_1: tensor(784.9312, device='cuda:0') (tensor(758.9084, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8837 (0.8451115898390259) | > loader_time: 0.0097 (0.009889131338995124)  --> TIME: 2025-05-09 07:46:04 -- STEP: 612/725 -- GLOBAL_STEP: 121150 | > loss_disc: 2.3135502338409424 (2.1959735579739994) | > loss_disc_real_0: 0.11821140348911285 (0.13241818359766927) | > loss_disc_real_1: 0.20497159659862518 (0.19516080637383296) | > loss_disc_real_2: 0.20394569635391235 (0.19046270903321655) | > loss_disc_real_3: 0.1968727558851242 (0.20322144068047127) | > loss_disc_real_4: 0.19298051297664642 (0.1975670887120799) | > loss_disc_real_5: 0.21008311212062836 (0.20058730105851216) | > loss_0: 2.3135502338409424 (2.1959735579739994) | > grad_norm_0: tensor(18.7211, device='cuda:0') (tensor(35.5035, device='cuda:0')) | > loss_gen: 2.5173096656799316 (2.8044296440735352) | > loss_kl: 1.6357810497283936 (1.7632989326333688) | > loss_feat: 7.055624485015869 (8.32852726590399) | > loss_mel: 12.755374908447266 (13.531482691858333) | > loss_duration: 1.6308770179748535 (1.7036091543101017) | > amp_scaler: 128.0 (150.37908496732038) | > loss_1: 25.594966888427734 (28.13134765625001) | > grad_norm_1: tensor(736.7563, device='cuda:0') (tensor(764.2627, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8106 (0.8448936066596339) | > loader_time: 0.0088 (0.00986970250123466)  --> TIME: 2025-05-09 07:46:47 -- STEP: 662/725 -- GLOBAL_STEP: 121200 | > loss_disc: 2.323366165161133 (2.195721973285214) | > loss_disc_real_0: 0.17500001192092896 (0.13238949240874684) | > loss_disc_real_1: 0.22135713696479797 (0.19528572128528537) | > loss_disc_real_2: 0.21183212101459503 (0.19055351531667652) | > loss_disc_real_3: 0.2126476913690567 (0.20316500430560921) | > loss_disc_real_4: 0.23051726818084717 (0.19761113144930045) | > loss_disc_real_5: 0.178341343998909 (0.20028366186737653) | > loss_0: 2.323366165161133 (2.195721973285214) | > grad_norm_0: tensor(47.4625, device='cuda:0') (tensor(35.5383, device='cuda:0')) | > loss_gen: 2.751565933227539 (2.8045181799511165) | > loss_kl: 1.681031584739685 (1.7623847814845175) | > loss_feat: 8.226030349731445 (8.321095190019406) | > loss_mel: 12.742680549621582 (13.518797628108832) | > loss_duration: 1.7224363088607788 (1.704356539285435) | > amp_scaler: 128.0 (148.68882175226602) | > loss_1: 27.12374496459961 (28.111152306064028) | > grad_norm_1: tensor(1123.9380, device='cuda:0') (tensor(768.4235, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8513 (0.8447795162748356) | > loader_time: 0.0099 (0.009844894855764338)  --> TIME: 2025-05-09 07:47:30 -- STEP: 712/725 -- GLOBAL_STEP: 121250 | > loss_disc: 2.1147396564483643 (2.1965382288346125) | > loss_disc_real_0: 0.12226802855730057 (0.13258575833810698) | > loss_disc_real_1: 0.19684140384197235 (0.19537916833932464) | > loss_disc_real_2: 0.2022043615579605 (0.19057196761701214) | > loss_disc_real_3: 0.209745854139328 (0.20322005863018935) | > loss_disc_real_4: 0.2452659010887146 (0.19784560969120338) | > loss_disc_real_5: 0.16231869161128998 (0.20031238493792128) | > loss_0: 2.1147396564483643 (2.1965382288346125) | > grad_norm_0: tensor(14.6625, device='cuda:0') (tensor(35.5929, device='cuda:0')) | > loss_gen: 2.7655117511749268 (2.8034363064203336) | > loss_kl: 1.4312894344329834 (1.7613525427459331) | > loss_feat: 8.559816360473633 (8.321172024426833) | > loss_mel: 13.429301261901855 (13.5088936827156) | > loss_duration: 1.692465901374817 (1.704154958215992) | > amp_scaler: 128.0 (147.23595505617993) | > loss_1: 27.878385543823242 (28.09900951653385) | > grad_norm_1: tensor(924.0421, device='cuda:0') (tensor(769.2791, device='cuda:0')) | > current_lr_0: 0.00019744134675792665 | > current_lr_1: 0.00019744134675792665 | > step_time: 0.8248 (0.8448323014746892) | > loader_time: 0.0106 (0.009829309884082064)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2786152362823486 (2.2786152362823486) | > loss_disc_real_0: 0.16469213366508484 (0.16469213366508484) | > loss_disc_real_1: 0.2225315272808075 (0.2225315272808075) | > loss_disc_real_2: 0.19514118134975433 (0.19514118134975433) | > loss_disc_real_3: 0.2562086582183838 (0.2562086582183838) | > loss_disc_real_4: 0.2867079973220825 (0.2867079973220825) | > loss_disc_real_5: 0.2337723821401596 (0.2337723821401596) | > loss_0: 2.2786152362823486 (2.2786152362823486) | > loss_gen: 2.9723470211029053 (2.9723470211029053) | > loss_kl: 1.9649085998535156 (1.9649085998535156) | > loss_feat: 7.536737442016602 (7.536737442016602) | > loss_mel: 13.486196517944336 (13.486196517944336) | > loss_duration: 1.6804500818252563 (1.6804500818252563) | > loss_1: 27.640640258789062 (27.640640258789062)  --> STEP: 1 | > loss_disc: 2.153254270553589 (2.153254270553589) | > loss_disc_real_0: 0.1430668979883194 (0.1430668979883194) | > loss_disc_real_1: 0.20299725234508514 (0.20299725234508514) | > loss_disc_real_2: 0.20623841881752014 (0.20623841881752014) | > loss_disc_real_3: 0.24022217094898224 (0.24022217094898224) | > loss_disc_real_4: 0.26474249362945557 (0.26474249362945557) | > loss_disc_real_5: 0.22500298917293549 (0.22500298917293549) | > loss_0: 2.153254270553589 (2.153254270553589) | > loss_gen: 3.1027956008911133 (3.1027956008911133) | > loss_kl: 1.7658313512802124 (1.7658313512802124) | > loss_feat: 7.990956783294678 (7.990956783294678) | > loss_mel: 13.715216636657715 (13.715216636657715) | > loss_duration: 1.7639117240905762 (1.7639117240905762) | > loss_1: 28.33871078491211 (28.33871078491211)  --> STEP: 2 | > loss_disc: 2.148847818374634 (2.1510510444641113) | > loss_disc_real_0: 0.14245587587356567 (0.14276138693094254) | > loss_disc_real_1: 0.1976989060640335 (0.20034807920455933) | > loss_disc_real_2: 0.17590436339378357 (0.19107139110565186) | > loss_disc_real_3: 0.2501046061515808 (0.24516338855028152) | > loss_disc_real_4: 0.2944623529911041 (0.27960242331027985) | > loss_disc_real_5: 0.20567527413368225 (0.21533913165330887) | > loss_0: 2.148847818374634 (2.1510510444641113) | > loss_gen: 3.040994167327881 (3.071894884109497) | > loss_kl: 1.7951045036315918 (1.780467927455902) | > loss_feat: 8.718462944030762 (8.35470986366272) | > loss_mel: 14.20818042755127 (13.961698532104492) | > loss_duration: 1.8181228637695312 (1.7910172939300537) | > loss_1: 29.58086585998535 (28.95978832244873)  --> STEP: 3 | > loss_disc: 2.1133522987365723 (2.138484795888265) | > loss_disc_real_0: 0.12373420596122742 (0.13641899327437082) | > loss_disc_real_1: 0.21252956986427307 (0.20440857609113058) | > loss_disc_real_2: 0.18027932941913605 (0.18747403721014658) | > loss_disc_real_3: 0.24337413907051086 (0.24456697205702463) | > loss_disc_real_4: 0.2982095777988434 (0.285804808139801) | > loss_disc_real_5: 0.22112947702407837 (0.2172692467768987) | > loss_0: 2.1133522987365723 (2.138484795888265) | > loss_gen: 3.1570074558258057 (3.1002657413482666) | > loss_kl: 1.8537631034851074 (1.8048996527989705) | > loss_feat: 9.414102554321289 (8.70784076054891) | > loss_mel: 15.860797882080078 (14.594731648763021) | > loss_duration: 1.7986359596252441 (1.793556849161784) | > loss_1: 32.08430862426758 (30.00129508972168)  --> STEP: 4 | > loss_disc: 2.0475614070892334 (2.115753948688507) | > loss_disc_real_0: 0.11574883759021759 (0.13125145435333252) | > loss_disc_real_1: 0.20166610181331635 (0.20372295752167702) | > loss_disc_real_2: 0.1813724786043167 (0.18594864755868912) | > loss_disc_real_3: 0.21839796006679535 (0.23802471905946732) | > loss_disc_real_4: 0.27961331605911255 (0.2842569351196289) | > loss_disc_real_5: 0.2637801170349121 (0.22889696434140205) | > loss_0: 2.0475614070892334 (2.115753948688507) | > loss_gen: 3.3182694911956787 (3.1547666788101196) | > loss_kl: 1.8611196279525757 (1.8189546465873718) | > loss_feat: 9.532631874084473 (8.9140385389328) | > loss_mel: 15.115642547607422 (14.724959373474121) | > loss_duration: 1.7333698272705078 (1.7785100936889648) | > loss_1: 31.561033248901367 (30.3912296295166) --> EVAL PERFORMANCE | > avg_loader_time: 0.2796478867530823 (-0.0024039149284362793) | > avg_loss_disc: 2.115753948688507 (-0.039886653423309326) | > avg_loss_disc_real_0: 0.13125145435333252 (+0.03369300626218319) | > avg_loss_disc_real_1: 0.20372295752167702 (-0.0014189444482326508) | > avg_loss_disc_real_2: 0.18594864755868912 (-0.02005775272846222) | > avg_loss_disc_real_3: 0.23802471905946732 (+0.04013967141509056) | > avg_loss_disc_real_4: 0.2842569351196289 (+0.0672345757484436) | > avg_loss_disc_real_5: 0.22889696434140205 (+0.027680061757564545) | > avg_loss_0: 2.115753948688507 (-0.039886653423309326) | > avg_loss_gen: 3.1547666788101196 (+0.4350993037223816) | > avg_loss_kl: 1.8189546465873718 (-0.041359394788742065) | > avg_loss_feat: 8.9140385389328 (+0.4489043951034546) | > avg_loss_mel: 14.724959373474121 (+0.5063321590423584) | > avg_loss_duration: 1.7785100936889648 (+0.007485717535018921) | > avg_loss_1: 30.3912296295166 (+1.3564624786376953)  > EPOCH: 104/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 07:47:47)   --> TIME: 2025-05-09 07:48:21 -- STEP: 37/725 -- GLOBAL_STEP: 121300 | > loss_disc: 2.1495323181152344 (2.2193825438215926) | > loss_disc_real_0: 0.09299860894680023 (0.14413722302462603) | > loss_disc_real_1: 0.1676604300737381 (0.19604904385837346) | > loss_disc_real_2: 0.16618208587169647 (0.19103891583713326) | > loss_disc_real_3: 0.18577630817890167 (0.20709875105200587) | > loss_disc_real_4: 0.1820612996816635 (0.2005016364761301) | > loss_disc_real_5: 0.1994684487581253 (0.19574118244486885) | > loss_0: 2.1495323181152344 (2.2193825438215926) | > grad_norm_0: tensor(12.4553, device='cuda:0') (tensor(41.7596, device='cuda:0')) | > loss_gen: 2.739771604537964 (2.8069592295466244) | > loss_kl: 1.714577078819275 (1.7310264883814632) | > loss_feat: 9.08249568939209 (8.502660081193257) | > loss_mel: 13.821664810180664 (13.778657861658045) | > loss_duration: 1.699040412902832 (1.6992441480224196) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.05754852294922 (28.51854793445484) | > grad_norm_1: tensor(597.4225, device='cuda:0') (tensor(729.9836, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.856 (0.846762972909051) | > loader_time: 0.0106 (0.009874923809154614)  --> TIME: 2025-05-09 07:49:04 -- STEP: 87/725 -- GLOBAL_STEP: 121350 | > loss_disc: 2.255289077758789 (2.2015818179338833) | > loss_disc_real_0: 0.16307203471660614 (0.13761888615701393) | > loss_disc_real_1: 0.2030685693025589 (0.1943577932215285) | > loss_disc_real_2: 0.1817750483751297 (0.18984940750845553) | > loss_disc_real_3: 0.21226215362548828 (0.20440830375956393) | > loss_disc_real_4: 0.18527020514011383 (0.19895164154726883) | > loss_disc_real_5: 0.2032245397567749 (0.19951509547302093) | > loss_0: 2.255289077758789 (2.2015818179338833) | > grad_norm_0: tensor(23.6893, device='cuda:0') (tensor(37.7692, device='cuda:0')) | > loss_gen: 2.721078395843506 (2.7843445690198876) | > loss_kl: 1.8832106590270996 (1.7284484759144398) | > loss_feat: 7.96292781829834 (8.367519417028317) | > loss_mel: 13.97840690612793 (13.523882109543372) | > loss_duration: 1.668138027191162 (1.7022883604312766) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.213762283325195 (28.106482955231062) | > grad_norm_1: tensor(500.0639, device='cuda:0') (tensor(757.3444, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8283 (0.8468910551619255) | > loader_time: 0.0091 (0.009806750834673304)  --> TIME: 2025-05-09 07:49:47 -- STEP: 137/725 -- GLOBAL_STEP: 121400 | > loss_disc: 2.127113103866577 (2.1921833283709784) | > loss_disc_real_0: 0.08961638063192368 (0.13446338806491698) | > loss_disc_real_1: 0.19185152649879456 (0.19343631850541942) | > loss_disc_real_2: 0.16519388556480408 (0.1885458402825098) | > loss_disc_real_3: 0.17530401051044464 (0.20457208145708933) | > loss_disc_real_4: 0.19436976313591003 (0.19787825274206425) | > loss_disc_real_5: 0.14769327640533447 (0.1992533459824367) | > loss_0: 2.127113103866577 (2.1921833283709784) | > grad_norm_0: tensor(25.5398, device='cuda:0') (tensor(36.6165, device='cuda:0')) | > loss_gen: 2.7102432250976562 (2.7923388550751396) | > loss_kl: 1.7696328163146973 (1.7286666161822577) | > loss_feat: 8.949971199035645 (8.380702307624535) | > loss_mel: 13.394076347351074 (13.491935193973736) | > loss_duration: 1.6983619928359985 (1.7029533151292453) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.522287368774414 (28.09659627928351) | > grad_norm_1: tensor(774.0081, device='cuda:0') (tensor(741.3353, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8163 (0.846497580952888) | > loader_time: 0.0097 (0.009845717980043734)  --> TIME: 2025-05-09 07:50:30 -- STEP: 187/725 -- GLOBAL_STEP: 121450 | > loss_disc: 2.341823101043701 (2.1921031825682693) | > loss_disc_real_0: 0.2528415322303772 (0.133509672062601) | > loss_disc_real_1: 0.18859513103961945 (0.19402517306613412) | > loss_disc_real_2: 0.1929522603750229 (0.18986119274149604) | > loss_disc_real_3: 0.199723020195961 (0.20431017891608458) | > loss_disc_real_4: 0.2003559172153473 (0.19764576963881117) | > loss_disc_real_5: 0.2068844586610794 (0.19876919013453043) | > loss_0: 2.341823101043701 (2.1921031825682693) | > grad_norm_0: tensor(74.2886, device='cuda:0') (tensor(37.7189, device='cuda:0')) | > loss_gen: 2.5987513065338135 (2.8032236392485266) | > loss_kl: 1.9660427570343018 (1.737229892914308) | > loss_feat: 7.4079718589782715 (8.401343932126293) | > loss_mel: 12.512514114379883 (13.49821113137638) | > loss_duration: 1.7303935289382935 (1.7041088074923836) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.215673446655273 (28.144117406345302) | > grad_norm_1: tensor(651.3322, device='cuda:0') (tensor(753.8353, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8378 (0.8487556299423789) | > loader_time: 0.0096 (0.009841433183394649)  --> TIME: 2025-05-09 07:51:14 -- STEP: 237/725 -- GLOBAL_STEP: 121500 | > loss_disc: 2.117567777633667 (2.1985173854143794) | > loss_disc_real_0: 0.1229647770524025 (0.13492418765895986) | > loss_disc_real_1: 0.2134978026151657 (0.19455433086755405) | > loss_disc_real_2: 0.17433534562587738 (0.19006952090102408) | > loss_disc_real_3: 0.22949351370334625 (0.20455150576583445) | > loss_disc_real_4: 0.16902059316635132 (0.19818308176119112) | > loss_disc_real_5: 0.22920764982700348 (0.19944278521754072) | > loss_0: 2.117567777633667 (2.1985173854143794) | > grad_norm_0: tensor(40.1327, device='cuda:0') (tensor(36.7808, device='cuda:0')) | > loss_gen: 3.0097968578338623 (2.796391079697428) | > loss_kl: 1.9851810932159424 (1.7406089260608335) | > loss_feat: 8.785961151123047 (8.388234544906936) | > loss_mel: 14.662879943847656 (13.486671665046789) | > loss_duration: 1.690330982208252 (1.703768016919808) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.13414764404297 (28.115674207985144) | > grad_norm_1: tensor(1107.2026, device='cuda:0') (tensor(741.2383, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.817 (0.849048016946527) | > loader_time: 0.009 (0.009819268174312282)  --> TIME: 2025-05-09 07:51:56 -- STEP: 287/725 -- GLOBAL_STEP: 121550 | > loss_disc: 2.2903106212615967 (2.2004335852865555) | > loss_disc_real_0: 0.12868434190750122 (0.13475553982141544) | > loss_disc_real_1: 0.22270233929157257 (0.19498069392264095) | > loss_disc_real_2: 0.2099398970603943 (0.1903979005713911) | > loss_disc_real_3: 0.22536391019821167 (0.20440930927672038) | > loss_disc_real_4: 0.21815453469753265 (0.1980414953900546) | > loss_disc_real_5: 0.21757929027080536 (0.1998588609726587) | > loss_0: 2.2903106212615967 (2.2004335852865555) | > grad_norm_0: tensor(20.1775, device='cuda:0') (tensor(35.6588, device='cuda:0')) | > loss_gen: 2.691537857055664 (2.7909021036965505) | > loss_kl: 1.728179931640625 (1.7387712080719584) | > loss_feat: 8.081018447875977 (8.3608586929401) | > loss_mel: 13.741209983825684 (13.487903820928382) | > loss_duration: 1.7362618446350098 (1.704338118589714) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.978206634521484 (28.082773873199567) | > grad_norm_1: tensor(985.3008, device='cuda:0') (tensor(731.2114, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.7951 (0.846876740870991) | > loader_time: 0.0093 (0.009783616049364468)  --> TIME: 2025-05-09 07:52:39 -- STEP: 337/725 -- GLOBAL_STEP: 121600 | > loss_disc: 2.120723009109497 (2.2010738301347894) | > loss_disc_real_0: 0.12379905581474304 (0.13573541916707865) | > loss_disc_real_1: 0.1946331411600113 (0.1946353509093604) | > loss_disc_real_2: 0.20262691378593445 (0.19026520724466356) | > loss_disc_real_3: 0.21482256054878235 (0.20422412132297144) | > loss_disc_real_4: 0.20820991694927216 (0.19813394015903651) | > loss_disc_real_5: 0.17020286619663239 (0.20014223648727117) | > loss_0: 2.120723009109497 (2.2010738301347894) | > grad_norm_0: tensor(45.8267, device='cuda:0') (tensor(34.7297, device='cuda:0')) | > loss_gen: 2.9259397983551025 (2.78683818270969) | > loss_kl: 1.708227276802063 (1.7383601831753108) | > loss_feat: 9.174873352050781 (8.339840661170571) | > loss_mel: 13.656484603881836 (13.477446462704803) | > loss_duration: 1.66721510887146 (1.7028299654980448) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.132740020751953 (28.045315354797182) | > grad_norm_1: tensor(825.5235, device='cuda:0') (tensor(724.0976, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8747 (0.8468373925466569) | > loader_time: 0.0098 (0.009773610961189606)  --> TIME: 2025-05-09 07:53:22 -- STEP: 387/725 -- GLOBAL_STEP: 121650 | > loss_disc: 2.1835134029388428 (2.206485037655793) | > loss_disc_real_0: 0.16911642253398895 (0.13677346997097786) | > loss_disc_real_1: 0.20341284573078156 (0.1951481341853622) | > loss_disc_real_2: 0.20343144237995148 (0.1907646698391098) | > loss_disc_real_3: 0.2232152670621872 (0.2043763242796718) | > loss_disc_real_4: 0.20732349157333374 (0.19821946892781475) | > loss_disc_real_5: 0.1790970414876938 (0.20076576169840124) | > loss_0: 2.1835134029388428 (2.206485037655793) | > grad_norm_0: tensor(70.2708, device='cuda:0') (tensor(34.8388, device='cuda:0')) | > loss_gen: 2.9750144481658936 (2.781760088849129) | > loss_kl: 1.624828815460205 (1.7371123428492585) | > loss_feat: 8.21383285522461 (8.314251769112678) | > loss_mel: 14.296486854553223 (13.485779777053715) | > loss_duration: 1.7753125429153442 (1.703060321413578) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.885473251342773 (28.021964184073514) | > grad_norm_1: tensor(977.7477, device='cuda:0') (tensor(724.3008, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8601 (0.846811062297772) | > loader_time: 0.0093 (0.009760052658790763)  --> TIME: 2025-05-09 07:54:05 -- STEP: 437/725 -- GLOBAL_STEP: 121700 | > loss_disc: 2.2006242275238037 (2.2062090812613273) | > loss_disc_real_0: 0.15672214329242706 (0.1374050818332546) | > loss_disc_real_1: 0.19627077877521515 (0.19506068878915814) | > loss_disc_real_2: 0.1873631626367569 (0.19045380641039225) | > loss_disc_real_3: 0.19383230805397034 (0.20418609746942804) | > loss_disc_real_4: 0.2179071605205536 (0.19819171764212293) | > loss_disc_real_5: 0.16195006668567657 (0.20070579714510478) | > loss_0: 2.2006242275238037 (2.2062090812613273) | > grad_norm_0: tensor(34.6421, device='cuda:0') (tensor(34.8104, device='cuda:0')) | > loss_gen: 2.8273966312408447 (2.781917717691417) | > loss_kl: 1.5463032722473145 (1.7344695457877504) | > loss_feat: 8.529532432556152 (8.314545168756613) | > loss_mel: 13.227710723876953 (13.479109895038386) | > loss_duration: 1.6656763553619385 (1.7029111341699041) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.796619415283203 (28.012953354510344) | > grad_norm_1: tensor(581.9256, device='cuda:0') (tensor(721.2423, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8806 (0.8462610288397401) | > loader_time: 0.01 (0.009800942047782566)  --> TIME: 2025-05-09 07:54:48 -- STEP: 487/725 -- GLOBAL_STEP: 121750 | > loss_disc: 2.222911834716797 (2.207368892321107) | > loss_disc_real_0: 0.14333562552928925 (0.1368814414592739) | > loss_disc_real_1: 0.16449753940105438 (0.1953438419764536) | > loss_disc_real_2: 0.191291943192482 (0.19092021613272792) | > loss_disc_real_3: 0.1713992804288864 (0.2041914653667924) | > loss_disc_real_4: 0.19981342554092407 (0.19846812364869054) | > loss_disc_real_5: 0.20603343844413757 (0.20075669206938948) | > loss_0: 2.222911834716797 (2.207368892321107) | > grad_norm_0: tensor(14.8968, device='cuda:0') (tensor(35.0086, device='cuda:0')) | > loss_gen: 2.7013731002807617 (2.7793118890061272) | > loss_kl: 1.8326210975646973 (1.7334686130958419) | > loss_feat: 7.7960286140441895 (8.291726624451615) | > loss_mel: 13.388765335083008 (13.472483298127411) | > loss_duration: 1.6921249628067017 (1.703652208590655) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.410913467407227 (27.98064253413457) | > grad_norm_1: tensor(709.2985, device='cuda:0') (tensor(724.0817, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8104 (0.8458147499350799) | > loader_time: 0.0094 (0.009813038475459605)  --> TIME: 2025-05-09 07:55:31 -- STEP: 537/725 -- GLOBAL_STEP: 121800 | > loss_disc: 2.407142400741577 (2.206870079040528) | > loss_disc_real_0: 0.20267365872859955 (0.136996330856389) | > loss_disc_real_1: 0.223307803273201 (0.1952983388465654) | > loss_disc_real_2: 0.21901701390743256 (0.19075948735300163) | > loss_disc_real_3: 0.22480818629264832 (0.20423192454560957) | > loss_disc_real_4: 0.22203317284584045 (0.19859693930579747) | > loss_disc_real_5: 0.19210593402385712 (0.20052017772386416) | > loss_0: 2.407142400741577 (2.206870079040528) | > grad_norm_0: tensor(33.6234, device='cuda:0') (tensor(35.0638, device='cuda:0')) | > loss_gen: 2.5493059158325195 (2.780420614132446) | > loss_kl: 1.658830165863037 (1.7341729975279485) | > loss_feat: 6.117743968963623 (8.29771656519429) | > loss_mel: 9.827251434326172 (13.473570718889572) | > loss_duration: 1.7324371337890625 (1.704265742994554) | > amp_scaler: 128.0 (128.0) | > loss_1: 21.88556671142578 (27.990146548166404) | > grad_norm_1: tensor(681.0184, device='cuda:0') (tensor(722.8722, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8244 (0.8453514957783167) | > loader_time: 0.0091 (0.00982085774952695)  --> TIME: 2025-05-09 07:56:14 -- STEP: 587/725 -- GLOBAL_STEP: 121850 | > loss_disc: 2.3059515953063965 (2.2065490998035813) | > loss_disc_real_0: 0.13732072710990906 (0.13702856934608765) | > loss_disc_real_1: 0.20952753722667694 (0.19530397727197024) | > loss_disc_real_2: 0.20708554983139038 (0.19074387622448202) | > loss_disc_real_3: 0.22442558407783508 (0.20426964909599837) | > loss_disc_real_4: 0.20904135704040527 (0.19860757097881135) | > loss_disc_real_5: 0.20985668897628784 (0.20034197504668674) | > loss_0: 2.3059515953063965 (2.2065490998035813) | > grad_norm_0: tensor(23.0344, device='cuda:0') (tensor(35.0625, device='cuda:0')) | > loss_gen: 2.6939384937286377 (2.781340631147056) | > loss_kl: 1.6809769868850708 (1.7322401896855286) | > loss_feat: 7.838350296020508 (8.303596124535314) | > loss_mel: 12.919492721557617 (13.490308668991169) | > loss_duration: 1.6821569204330444 (1.703902595087861) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.814916610717773 (28.01138812557396) | > grad_norm_1: tensor(605.7576, device='cuda:0') (tensor(722.6630, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8373 (0.8459380196956395) | > loader_time: 0.0092 (0.009813486615884446)  --> TIME: 2025-05-09 07:56:57 -- STEP: 637/725 -- GLOBAL_STEP: 121900 | > loss_disc: 2.1063263416290283 (2.2061839107441563) | > loss_disc_real_0: 0.07276125997304916 (0.13733098356512322) | > loss_disc_real_1: 0.2207001894712448 (0.1951750620521218) | > loss_disc_real_2: 0.19371464848518372 (0.19061464134434136) | > loss_disc_real_3: 0.18606798350811005 (0.20418871890057583) | > loss_disc_real_4: 0.18396833539009094 (0.19849959486039892) | > loss_disc_real_5: 0.19178691506385803 (0.20045187633069392) | > loss_0: 2.1063263416290283 (2.2061839107441563) | > grad_norm_0: tensor(31.7389, device='cuda:0') (tensor(35.0404, device='cuda:0')) | > loss_gen: 2.8699288368225098 (2.7837750608543015) | > loss_kl: 1.7137295007705688 (1.7352860101163856) | > loss_feat: 8.628948211669922 (8.314689654196075) | > loss_mel: 14.183693885803223 (13.51556680340969) | > loss_duration: 1.6655166149139404 (1.7037894600414598) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.06181526184082 (28.053106915819775) | > grad_norm_1: tensor(785.2290, device='cuda:0') (tensor(715.9288, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8264 (0.8454953366583522) | > loader_time: 0.0094 (0.0098029683860168)  --> TIME: 2025-05-09 07:57:39 -- STEP: 687/725 -- GLOBAL_STEP: 121950 | > loss_disc: 2.280864715576172 (2.20754277931724) | > loss_disc_real_0: 0.15908430516719818 (0.13729639438128707) | > loss_disc_real_1: 0.18447840213775635 (0.19540994415897456) | > loss_disc_real_2: 0.1914033591747284 (0.1905756502736256) | > loss_disc_real_3: 0.17177847027778625 (0.2042123781411409) | > loss_disc_real_4: 0.19109377264976501 (0.19860952756377126) | > loss_disc_real_5: 0.17694999277591705 (0.20074764057842065) | > loss_0: 2.280864715576172 (2.20754277931724) | > grad_norm_0: tensor(50.9732, device='cuda:0') (tensor(34.6695, device='cuda:0')) | > loss_gen: 2.693049430847168 (2.781050481129942) | > loss_kl: 1.9668083190917969 (1.7368540309228577) | > loss_feat: 8.440448760986328 (8.30784272245271) | > loss_mel: 13.646482467651367 (13.519867272356192) | > loss_duration: 1.707594633102417 (1.7040822929343458) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.454381942749023 (28.04969673212265) | > grad_norm_1: tensor(810.3156, device='cuda:0') (tensor(715.1660, device='cuda:0')) | > current_lr_0: 0.0001974166665895819 | > current_lr_1: 0.0001974166665895819 | > step_time: 0.8656 (0.8451364630347952) | > loader_time: 0.0097 (0.009794154715503317)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2944631576538086 (2.2944631576538086) | > loss_disc_real_0: 0.12805680930614471 (0.12805680930614471) | > loss_disc_real_1: 0.19364283978939056 (0.19364283978939056) | > loss_disc_real_2: 0.1602429747581482 (0.1602429747581482) | > loss_disc_real_3: 0.23474597930908203 (0.23474597930908203) | > loss_disc_real_4: 0.24158233404159546 (0.24158233404159546) | > loss_disc_real_5: 0.30385419726371765 (0.30385419726371765) | > loss_0: 2.2944631576538086 (2.2944631576538086) | > loss_gen: 2.6256535053253174 (2.6256535053253174) | > loss_kl: 2.0019609928131104 (2.0019609928131104) | > loss_feat: 8.10181999206543 (8.10181999206543) | > loss_mel: 14.068270683288574 (14.068270683288574) | > loss_duration: 1.6699869632720947 (1.6699869632720947) | > loss_1: 28.46769142150879 (28.46769142150879)  --> STEP: 1 | > loss_disc: 2.2591357231140137 (2.2591357231140137) | > loss_disc_real_0: 0.1488145887851715 (0.1488145887851715) | > loss_disc_real_1: 0.19591352343559265 (0.19591352343559265) | > loss_disc_real_2: 0.1698521226644516 (0.1698521226644516) | > loss_disc_real_3: 0.22533658146858215 (0.22533658146858215) | > loss_disc_real_4: 0.21900849044322968 (0.21900849044322968) | > loss_disc_real_5: 0.25858399271965027 (0.25858399271965027) | > loss_0: 2.2591357231140137 (2.2591357231140137) | > loss_gen: 2.6786863803863525 (2.6786863803863525) | > loss_kl: 1.9904756546020508 (1.9904756546020508) | > loss_feat: 7.623651027679443 (7.623651027679443) | > loss_mel: 13.347223281860352 (13.347223281860352) | > loss_duration: 1.7784665822982788 (1.7784665822982788) | > loss_1: 27.418502807617188 (27.418502807617188)  --> STEP: 2 | > loss_disc: 2.320984363555908 (2.290060043334961) | > loss_disc_real_0: 0.13818195462226868 (0.1434982717037201) | > loss_disc_real_1: 0.1909237504005432 (0.19341863691806793) | > loss_disc_real_2: 0.18516580760478973 (0.17750896513462067) | > loss_disc_real_3: 0.2178533971309662 (0.22159498929977417) | > loss_disc_real_4: 0.25317683815956116 (0.23609266430139542) | > loss_disc_real_5: 0.27979645133018494 (0.2691902220249176) | > loss_0: 2.320984363555908 (2.290060043334961) | > loss_gen: 2.604781150817871 (2.641733765602112) | > loss_kl: 2.02571177482605 (2.0080937147140503) | > loss_feat: 7.529351234436035 (7.576501131057739) | > loss_mel: 12.66859245300293 (13.00790786743164) | > loss_duration: 1.8400657176971436 (1.8092661499977112) | > loss_1: 26.668502807617188 (27.043502807617188)  --> STEP: 3 | > loss_disc: 2.1857659816741943 (2.2552953561147056) | > loss_disc_real_0: 0.10226558893918991 (0.12975404411554337) | > loss_disc_real_1: 0.19189868867397308 (0.19291198750336966) | > loss_disc_real_2: 0.15859642624855042 (0.17120478550593057) | > loss_disc_real_3: 0.23415951430797577 (0.22578316430250803) | > loss_disc_real_4: 0.2299446165561676 (0.23404331505298615) | > loss_disc_real_5: 0.2850572168827057 (0.274479220310847) | > loss_0: 2.1857659816741943 (2.2552953561147056) | > loss_gen: 2.70017409324646 (2.6612138748168945) | > loss_kl: 1.997820258140564 (2.0046692291895547) | > loss_feat: 8.676323890686035 (7.943108717600505) | > loss_mel: 14.848322868347168 (13.621379534403482) | > loss_duration: 1.7908161878585815 (1.8031161626180012) | > loss_1: 30.013456344604492 (28.03348731994629)  --> STEP: 4 | > loss_disc: 2.1467671394348145 (2.2281633019447327) | > loss_disc_real_0: 0.08757560700178146 (0.11920943483710289) | > loss_disc_real_1: 0.19006526470184326 (0.19220030680298805) | > loss_disc_real_2: 0.14661119878292084 (0.16505638882517815) | > loss_disc_real_3: 0.2402871996164322 (0.22940917313098907) | > loss_disc_real_4: 0.25813162326812744 (0.24006539210677147) | > loss_disc_real_5: 0.25438353419303894 (0.26945529878139496) | > loss_0: 2.1467671394348145 (2.2281633019447327) | > loss_gen: 2.826848268508911 (2.7026224732398987) | > loss_kl: 1.9043803215026855 (1.9795970022678375) | > loss_feat: 8.790494918823242 (8.154955267906189) | > loss_mel: 15.695219993591309 (14.13983964920044) | > loss_duration: 1.7351652383804321 (1.786128431558609) | > loss_1: 30.95210838317871 (28.763142585754395) --> EVAL PERFORMANCE | > avg_loader_time: 0.28192073106765747 (+0.0022728443145751953) | > avg_loss_disc: 2.2281633019447327 (+0.11240935325622559) | > avg_loss_disc_real_0: 0.11920943483710289 (-0.01204201951622963) | > avg_loss_disc_real_1: 0.19220030680298805 (-0.011522650718688965) | > avg_loss_disc_real_2: 0.16505638882517815 (-0.02089225873351097) | > avg_loss_disc_real_3: 0.22940917313098907 (-0.008615545928478241) | > avg_loss_disc_real_4: 0.24006539210677147 (-0.04419154301285744) | > avg_loss_disc_real_5: 0.26945529878139496 (+0.040558334439992905) | > avg_loss_0: 2.2281633019447327 (+0.11240935325622559) | > avg_loss_gen: 2.7026224732398987 (-0.45214420557022095) | > avg_loss_kl: 1.9795970022678375 (+0.1606423556804657) | > avg_loss_feat: 8.154955267906189 (-0.7590832710266113) | > avg_loss_mel: 14.13983964920044 (-0.5851197242736816) | > avg_loss_duration: 1.786128431558609 (+0.007618337869644165) | > avg_loss_1: 28.763142585754395 (-1.628087043762207)  > EPOCH: 105/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 07:58:18)   --> TIME: 2025-05-09 07:58:31 -- STEP: 12/725 -- GLOBAL_STEP: 122000 | > loss_disc: 2.164909601211548 (2.1904869675636287) | > loss_disc_real_0: 0.14566440880298615 (0.12881830769280592) | > loss_disc_real_1: 0.2135622352361679 (0.19933964312076569) | > loss_disc_real_2: 0.22286099195480347 (0.19210474317272505) | > loss_disc_real_3: 0.20794065296649933 (0.20860219498475394) | > loss_disc_real_4: 0.17826423048973083 (0.20335270588596663) | > loss_disc_real_5: 0.19209924340248108 (0.1918246845404307) | > loss_0: 2.164909601211548 (2.1904869675636287) | > grad_norm_0: tensor(27.1893, device='cuda:0') (tensor(36.9940, device='cuda:0')) | > loss_gen: 2.929612636566162 (2.839509109656016) | > loss_kl: 1.8404260873794556 (1.7867339154084523) | > loss_feat: 8.45184326171875 (8.704264283180237) | > loss_mel: 12.765655517578125 (13.780189514160156) | > loss_duration: 1.732639193534851 (1.705724557240804) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.720178604125977 (28.816421508789062) | > grad_norm_1: tensor(811.2300, device='cuda:0') (tensor(695.7526, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8435 (0.8285659551620483) | > loader_time: 0.009 (0.010219653447469076) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_122000.pth  --> TIME: 2025-05-09 07:59:16 -- STEP: 62/725 -- GLOBAL_STEP: 122050 | > loss_disc: 2.233142852783203 (2.17677947205882) | > loss_disc_real_0: 0.22340039908885956 (0.12910507883756395) | > loss_disc_real_1: 0.19132131338119507 (0.1937953882640408) | > loss_disc_real_2: 0.18164831399917603 (0.18920234278325115) | > loss_disc_real_3: 0.2271117866039276 (0.20362572131618376) | > loss_disc_real_4: 0.20344416797161102 (0.19767956796192354) | > loss_disc_real_5: 0.18638090789318085 (0.19937687271064328) | > loss_0: 2.233142852783203 (2.17677947205882) | > grad_norm_0: tensor(78.6869, device='cuda:0') (tensor(33.7584, device='cuda:0')) | > loss_gen: 2.8906869888305664 (2.818770762412779) | > loss_kl: 1.7281378507614136 (1.7625646591186523) | > loss_feat: 8.5038423538208 (8.523769924717564) | > loss_mel: 14.203699111938477 (13.6119352463753) | > loss_duration: 1.786228895187378 (1.7031668040060228) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.112594604492188 (28.420207577366984) | > grad_norm_1: tensor(1026.7606, device='cuda:0') (tensor(760.4805, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8431 (0.847565350993987) | > loader_time: 0.0094 (0.0100347803485009)  --> TIME: 2025-05-09 07:59:59 -- STEP: 112/725 -- GLOBAL_STEP: 122100 | > loss_disc: 2.1417126655578613 (2.180903443268369) | > loss_disc_real_0: 0.12288594245910645 (0.13136484620294403) | > loss_disc_real_1: 0.21107728779315948 (0.19287163631192275) | > loss_disc_real_2: 0.18207912147045135 (0.18934511273567162) | > loss_disc_real_3: 0.19613295793533325 (0.20328614741031611) | > loss_disc_real_4: 0.16741719841957092 (0.1969420537352562) | > loss_disc_real_5: 0.2321775108575821 (0.200701850200338) | > loss_0: 2.1417126655578613 (2.180903443268369) | > grad_norm_0: tensor(36.0406, device='cuda:0') (tensor(34.4890, device='cuda:0')) | > loss_gen: 2.8510794639587402 (2.8215012827089856) | > loss_kl: 1.6364312171936035 (1.767502908195768) | > loss_feat: 8.282938003540039 (8.493185920374735) | > loss_mel: 13.538189888000488 (13.690315987382618) | > loss_duration: 1.7255160808563232 (1.7063557196940695) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.03415298461914 (28.478861774717057) | > grad_norm_1: tensor(636.4785, device='cuda:0') (tensor(738.6649, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8464 (0.8487883529492787) | > loader_time: 0.0093 (0.009806217891829358)  --> TIME: 2025-05-09 08:00:43 -- STEP: 162/725 -- GLOBAL_STEP: 122150 | > loss_disc: 2.2420413494110107 (2.175240257639945) | > loss_disc_real_0: 0.18806850910186768 (0.12899507825941217) | > loss_disc_real_1: 0.18299339711666107 (0.19372504949569702) | > loss_disc_real_2: 0.18958204984664917 (0.18905413307157554) | > loss_disc_real_3: 0.213028684258461 (0.20299213462405735) | > loss_disc_real_4: 0.1959991604089737 (0.19646503012857322) | > loss_disc_real_5: 0.2433372437953949 (0.1996194291629908) | > loss_0: 2.2420413494110107 (2.175240257639945) | > grad_norm_0: tensor(69.6032, device='cuda:0') (tensor(34.6789, device='cuda:0')) | > loss_gen: 2.881422281265259 (2.829686719694255) | > loss_kl: 1.7890008687973022 (1.7730376617408092) | > loss_feat: 8.508474349975586 (8.543810155656608) | > loss_mel: 14.72634506225586 (13.72169163197647) | > loss_duration: 1.676809549331665 (1.7058874986789845) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.582050323486328 (28.574113551481272) | > grad_norm_1: tensor(1109.3914, device='cuda:0') (tensor(753.4225, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8371 (0.8513047915917856) | > loader_time: 0.0098 (0.009825980221783676)  --> TIME: 2025-05-09 08:01:26 -- STEP: 212/725 -- GLOBAL_STEP: 122200 | > loss_disc: 2.3207478523254395 (2.1787358882292263) | > loss_disc_real_0: 0.18452124297618866 (0.12962020325632592) | > loss_disc_real_1: 0.22092844545841217 (0.19379861877774293) | > loss_disc_real_2: 0.19766215980052948 (0.1890635866460934) | > loss_disc_real_3: 0.2072853446006775 (0.20304050141910338) | > loss_disc_real_4: 0.21616540849208832 (0.1970002199259569) | > loss_disc_real_5: 0.2272224873304367 (0.1999610008777312) | > loss_0: 2.3207478523254395 (2.1787358882292263) | > grad_norm_0: tensor(26.5994, device='cuda:0') (tensor(34.4082, device='cuda:0')) | > loss_gen: 2.555427312850952 (2.8252475126734313) | > loss_kl: 1.6684272289276123 (1.763283556362368) | > loss_feat: 7.640105247497559 (8.53139523290238) | > loss_mel: 12.030673027038574 (13.68989914768147) | > loss_duration: 1.7160005569458008 (1.7054756210660034) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.610633850097656 (28.51530089468326) | > grad_norm_1: tensor(844.0613, device='cuda:0') (tensor(756.3196, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8421 (0.851048286231059) | > loader_time: 0.0097 (0.009810142921951585)  --> TIME: 2025-05-09 08:02:09 -- STEP: 262/725 -- GLOBAL_STEP: 122250 | > loss_disc: 2.0591983795166016 (2.1855678212551672) | > loss_disc_real_0: 0.07256519794464111 (0.13098537168316265) | > loss_disc_real_1: 0.21464557945728302 (0.1936601796223007) | > loss_disc_real_2: 0.20183667540550232 (0.1893782005965254) | > loss_disc_real_3: 0.1933220624923706 (0.20354419298299398) | > loss_disc_real_4: 0.19933754205703735 (0.19767800485359804) | > loss_disc_real_5: 0.19359123706817627 (0.2010214249141343) | > loss_0: 2.0591983795166016 (2.1855678212551672) | > grad_norm_0: tensor(36.4228, device='cuda:0') (tensor(33.8050, device='cuda:0')) | > loss_gen: 3.025141716003418 (2.8100608086767997) | > loss_kl: 1.8019781112670898 (1.7625563972778904) | > loss_feat: 9.813066482543945 (8.488642741705625) | > loss_mel: 15.400243759155273 (13.678285675194427) | > loss_duration: 1.690448522567749 (1.7061014721411785) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.730880737304688 (28.44564694120684) | > grad_norm_1: tensor(956.5643, device='cuda:0') (tensor(754.3786, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8836 (0.8500623866801954) | > loader_time: 0.0096 (0.009864114623033366)  --> TIME: 2025-05-09 08:02:52 -- STEP: 312/725 -- GLOBAL_STEP: 122300 | > loss_disc: 2.2768046855926514 (2.1906846410188923) | > loss_disc_real_0: 0.11171932518482208 (0.13221304756231037) | > loss_disc_real_1: 0.15315520763397217 (0.1940709345806869) | > loss_disc_real_2: 0.18178506195545197 (0.189747884009893) | > loss_disc_real_3: 0.22609959542751312 (0.2035630876914813) | > loss_disc_real_4: 0.2096671164035797 (0.19757804422615427) | > loss_disc_real_5: 0.18498945236206055 (0.20113427258836916) | > loss_0: 2.2768046855926514 (2.1906846410188923) | > grad_norm_0: tensor(26.8463, device='cuda:0') (tensor(34.0824, device='cuda:0')) | > loss_gen: 2.646697759628296 (2.8083864488662815) | > loss_kl: 1.8936973810195923 (1.7600786575140093) | > loss_feat: 8.248147010803223 (8.444873065520552) | > loss_mel: 13.873445510864258 (13.631240924199423) | > loss_duration: 1.700279712677002 (1.7052554744176376) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.362266540527344 (28.349834423798782) | > grad_norm_1: tensor(141.4033, device='cuda:0') (tensor(726.6600, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8411 (0.8484008931196655) | > loader_time: 0.0121 (0.009867202777128953)  --> TIME: 2025-05-09 08:03:35 -- STEP: 362/725 -- GLOBAL_STEP: 122350 | > loss_disc: 2.194272756576538 (2.195567524894167) | > loss_disc_real_0: 0.13836577534675598 (0.13289906098944715) | > loss_disc_real_1: 0.2081652134656906 (0.19475630514364892) | > loss_disc_real_2: 0.19540534913539886 (0.19017098617652492) | > loss_disc_real_3: 0.20138175785541534 (0.20382336119591202) | > loss_disc_real_4: 0.19966821372509003 (0.19766740822001716) | > loss_disc_real_5: 0.22468578815460205 (0.20193539127625154) | > loss_0: 2.194272756576538 (2.195567524894167) | > grad_norm_0: tensor(54.4542, device='cuda:0') (tensor(33.7315, device='cuda:0')) | > loss_gen: 2.896512508392334 (2.798103627578988) | > loss_kl: 1.8572981357574463 (1.7566200903107445) | > loss_feat: 8.683100700378418 (8.403619098399881) | > loss_mel: 14.32865047454834 (13.598952999431125) | > loss_duration: 1.6557319164276123 (1.704427899247375) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.421293258666992 (28.261723539447257) | > grad_norm_1: tensor(895.5411, device='cuda:0') (tensor(731.0535, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8467 (0.8482890800876514) | > loader_time: 0.0098 (0.009858256545514693)  --> TIME: 2025-05-09 08:04:18 -- STEP: 412/725 -- GLOBAL_STEP: 122400 | > loss_disc: 2.3511247634887695 (2.1979803066809205) | > loss_disc_real_0: 0.19683079421520233 (0.13430886807878617) | > loss_disc_real_1: 0.18934586644172668 (0.19449656543511804) | > loss_disc_real_2: 0.22289253771305084 (0.19024852135227713) | > loss_disc_real_3: 0.1922563910484314 (0.20352599082641232) | > loss_disc_real_4: 0.2028900682926178 (0.19771403280421368) | > loss_disc_real_5: 0.1984231024980545 (0.20208354330467945) | > loss_0: 2.3511247634887695 (2.1979803066809205) | > grad_norm_0: tensor(44.0425, device='cuda:0') (tensor(33.4688, device='cuda:0')) | > loss_gen: 2.5779306888580322 (2.7940271062758364) | > loss_kl: 1.846954345703125 (1.7537809682702552) | > loss_feat: 7.7574310302734375 (8.384546952340212) | > loss_mel: 13.627113342285156 (13.57758145424926) | > loss_duration: 1.724703073501587 (1.7048237914020576) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.53413200378418 (28.214760136835782) | > grad_norm_1: tensor(570.5206, device='cuda:0') (tensor(714.6252, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8527 (0.8481351958895194) | > loader_time: 0.0096 (0.009865825037354413)  --> TIME: 2025-05-09 08:05:01 -- STEP: 462/725 -- GLOBAL_STEP: 122450 | > loss_disc: 2.1645920276641846 (2.199473419230737) | > loss_disc_real_0: 0.10393142700195312 (0.13495069026172926) | > loss_disc_real_1: 0.17762510478496552 (0.19434945520771543) | > loss_disc_real_2: 0.21093904972076416 (0.19022286631715238) | > loss_disc_real_3: 0.2245970517396927 (0.20356506302759245) | > loss_disc_real_4: 0.20601539313793182 (0.19803922152493422) | > loss_disc_real_5: 0.19383738934993744 (0.20200741252341828) | > loss_0: 2.1645920276641846 (2.199473419230737) | > grad_norm_0: tensor(23.7182, device='cuda:0') (tensor(33.7379, device='cuda:0')) | > loss_gen: 2.9194202423095703 (2.7924677087115004) | > loss_kl: 1.588571310043335 (1.7551793130961328) | > loss_feat: 9.43517017364502 (8.376692826613722) | > loss_mel: 15.4535551071167 (13.571638805009586) | > loss_duration: 1.7531657218933105 (1.7048427937350747) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.149883270263672 (28.200821331569127) | > grad_norm_1: tensor(744.8206, device='cuda:0') (tensor(706.2962, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.794 (0.8474135852995374) | > loader_time: 0.0098 (0.009834837087821142)  --> TIME: 2025-05-09 08:05:44 -- STEP: 512/725 -- GLOBAL_STEP: 122500 | > loss_disc: 2.1026134490966797 (2.2003879402764133) | > loss_disc_real_0: 0.12217899411916733 (0.13529436493990932) | > loss_disc_real_1: 0.18865932524204254 (0.19460357952630158) | > loss_disc_real_2: 0.1671627163887024 (0.19027065351838238) | > loss_disc_real_3: 0.2099938839673996 (0.2035711239441298) | > loss_disc_real_4: 0.2023659348487854 (0.19794639450265095) | > loss_disc_real_5: 0.20432771742343903 (0.20184655967750587) | > loss_0: 2.1026134490966797 (2.2003879402764133) | > grad_norm_0: tensor(16.3603, device='cuda:0') (tensor(33.2969, device='cuda:0')) | > loss_gen: 2.8509368896484375 (2.789088794030249) | > loss_kl: 1.7766928672790527 (1.7548908456228671) | > loss_feat: 8.733551979064941 (8.360512766987087) | > loss_mel: 13.475830078125 (13.553789319470525) | > loss_duration: 1.6630686521530151 (1.7055630795657635) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.500080108642578 (28.16384471207857) | > grad_norm_1: tensor(583.8177, device='cuda:0') (tensor(703.7439, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8532 (0.8479249360971154) | > loader_time: 0.0094 (0.00985606340691448)  --> TIME: 2025-05-09 08:06:27 -- STEP: 562/725 -- GLOBAL_STEP: 122550 | > loss_disc: 2.0232701301574707 (2.201615322102853) | > loss_disc_real_0: 0.13045470416545868 (0.1356091606579853) | > loss_disc_real_1: 0.16106516122817993 (0.19483117523248522) | > loss_disc_real_2: 0.17445476353168488 (0.19028520597363696) | > loss_disc_real_3: 0.1723260134458542 (0.20355452342601849) | > loss_disc_real_4: 0.14849768579006195 (0.19784845425034753) | > loss_disc_real_5: 0.20425577461719513 (0.20228253763659562) | > loss_0: 2.0232701301574707 (2.201615322102853) | > grad_norm_0: tensor(40.6878, device='cuda:0') (tensor(32.7258, device='cuda:0')) | > loss_gen: 2.9410362243652344 (2.785134966263143) | > loss_kl: 1.832484483718872 (1.7578865716041618) | > loss_feat: 9.504429817199707 (8.364211808744276) | > loss_mel: 15.09969711303711 (13.571128446436434) | > loss_duration: 1.6799637079238892 (1.7054355975996134) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.0576114654541 (28.183797306861745) | > grad_norm_1: tensor(907.5248, device='cuda:0') (tensor(695.7624, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8845 (0.8474982332080284) | > loader_time: 0.0095 (0.009826614763388858)  --> TIME: 2025-05-09 08:07:10 -- STEP: 612/725 -- GLOBAL_STEP: 122600 | > loss_disc: 2.23675274848938 (2.2037071620716753) | > loss_disc_real_0: 0.08914557844400406 (0.13600111545787918) | > loss_disc_real_1: 0.2162109762430191 (0.19516522787949633) | > loss_disc_real_2: 0.20139238238334656 (0.19041768183895177) | > loss_disc_real_3: 0.20160400867462158 (0.20364397316197164) | > loss_disc_real_4: 0.20542898774147034 (0.19799181324691548) | > loss_disc_real_5: 0.22085952758789062 (0.2019912728102378) | > loss_0: 2.23675274848938 (2.2037071620716753) | > grad_norm_0: tensor(25.5075, device='cuda:0') (tensor(32.9384, device='cuda:0')) | > loss_gen: 2.7887685298919678 (2.7852083686130507) | > loss_kl: 1.7009280920028687 (1.75825987201111) | > loss_feat: 8.122225761413574 (8.35787429295335) | > loss_mel: 13.559310913085938 (13.560979219823096) | > loss_duration: 1.634946584701538 (1.7049029701285896) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.806180953979492 (28.16722465340608) | > grad_norm_1: tensor(705.6184, device='cuda:0') (tensor(690.8556, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8141 (0.8471807393373227) | > loader_time: 0.0087 (0.00980094640083563)  --> TIME: 2025-05-09 08:07:52 -- STEP: 662/725 -- GLOBAL_STEP: 122650 | > loss_disc: 2.243129253387451 (2.2026561952429584) | > loss_disc_real_0: 0.1344374269247055 (0.13563620332302104) | > loss_disc_real_1: 0.23288460075855255 (0.19491472000712012) | > loss_disc_real_2: 0.21392616629600525 (0.19026990682787034) | > loss_disc_real_3: 0.1862092763185501 (0.20371367854384137) | > loss_disc_real_4: 0.2062522917985916 (0.1981486972995394) | > loss_disc_real_5: 0.17435383796691895 (0.20182939823660598) | > loss_0: 2.243129253387451 (2.2026561952429584) | > grad_norm_0: tensor(15.7234, device='cuda:0') (tensor(32.9863, device='cuda:0')) | > loss_gen: 2.7053580284118652 (2.7866988826734422) | > loss_kl: 1.7474759817123413 (1.7577420959299785) | > loss_feat: 8.16019344329834 (8.361273245508938) | > loss_mel: 13.011674880981445 (13.57174147147786) | > loss_duration: 1.7128288745880127 (1.7052636877647702) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.33753204345703 (28.18271933437474) | > grad_norm_1: tensor(624.2269, device='cuda:0') (tensor(692.2943, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8526 (0.8465111298863621) | > loader_time: 0.0099 (0.009786726124697229)  --> TIME: 2025-05-09 08:08:35 -- STEP: 712/725 -- GLOBAL_STEP: 122700 | > loss_disc: 2.15451979637146 (2.2032239216097267) | > loss_disc_real_0: 0.1396174281835556 (0.1353784413076936) | > loss_disc_real_1: 0.1906329244375229 (0.1950467197705857) | > loss_disc_real_2: 0.18497814238071442 (0.19009099863051013) | > loss_disc_real_3: 0.1982058733701706 (0.2039132035347853) | > loss_disc_real_4: 0.20525236427783966 (0.1982955260809217) | > loss_disc_real_5: 0.21025070548057556 (0.2020462928653767) | > loss_0: 2.15451979637146 (2.2032239216097267) | > grad_norm_0: tensor(41.0668, device='cuda:0') (tensor(33.2101, device='cuda:0')) | > loss_gen: 2.9459738731384277 (2.7856571225637805) | > loss_kl: 2.0024006366729736 (1.757940872666541) | > loss_feat: 8.006730079650879 (8.354893899365756) | > loss_mel: 13.60167407989502 (13.562403468603494) | > loss_duration: 1.71302330493927 (1.7050938885868268) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.269804000854492 (28.165989208757207) | > grad_norm_1: tensor(824.8120, device='cuda:0') (tensor(696.2656, device='cuda:0')) | > current_lr_0: 0.0001973919895062582 | > current_lr_1: 0.0001973919895062582 | > step_time: 0.8228 (0.8461579546499788) | > loader_time: 0.0093 (0.009790397761912841)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.17348051071167 (2.17348051071167) | > loss_disc_real_0: 0.12932568788528442 (0.12932568788528442) | > loss_disc_real_1: 0.1638805866241455 (0.1638805866241455) | > loss_disc_real_2: 0.15623651444911957 (0.15623651444911957) | > loss_disc_real_3: 0.20973829925060272 (0.20973829925060272) | > loss_disc_real_4: 0.26738670468330383 (0.26738670468330383) | > loss_disc_real_5: 0.2619387209415436 (0.2619387209415436) | > loss_0: 2.17348051071167 (2.17348051071167) | > loss_gen: 2.992363214492798 (2.992363214492798) | > loss_kl: 2.1582839488983154 (2.1582839488983154) | > loss_feat: 8.95565414428711 (8.95565414428711) | > loss_mel: 13.602473258972168 (13.602473258972168) | > loss_duration: 1.7033607959747314 (1.7033607959747314) | > loss_1: 29.41213607788086 (29.41213607788086)  --> STEP: 1 | > loss_disc: 2.0212504863739014 (2.0212504863739014) | > loss_disc_real_0: 0.11193366348743439 (0.11193366348743439) | > loss_disc_real_1: 0.17064939439296722 (0.17064939439296722) | > loss_disc_real_2: 0.16207264363765717 (0.16207264363765717) | > loss_disc_real_3: 0.17256835103034973 (0.17256835103034973) | > loss_disc_real_4: 0.24442411959171295 (0.24442411959171295) | > loss_disc_real_5: 0.207128643989563 (0.207128643989563) | > loss_0: 2.0212504863739014 (2.0212504863739014) | > loss_gen: 3.0452675819396973 (3.0452675819396973) | > loss_kl: 2.051605224609375 (2.051605224609375) | > loss_feat: 9.890119552612305 (9.890119552612305) | > loss_mel: 14.951045036315918 (14.951045036315918) | > loss_duration: 1.7711577415466309 (1.7711577415466309) | > loss_1: 31.70919418334961 (31.70919418334961)  --> STEP: 2 | > loss_disc: 2.2227673530578613 (2.1220089197158813) | > loss_disc_real_0: 0.14774198830127716 (0.12983782589435577) | > loss_disc_real_1: 0.16421672701835632 (0.16743306070566177) | > loss_disc_real_2: 0.17165492475032806 (0.16686378419399261) | > loss_disc_real_3: 0.21321965754032135 (0.19289400428533554) | > loss_disc_real_4: 0.2403915524482727 (0.24240783601999283) | > loss_disc_real_5: 0.2558880150318146 (0.23150832951068878) | > loss_0: 2.2227673530578613 (2.1220089197158813) | > loss_gen: 2.787492036819458 (2.9163798093795776) | > loss_kl: 1.883094310760498 (1.9673497676849365) | > loss_feat: 7.429880142211914 (8.65999984741211) | > loss_mel: 12.815279960632324 (13.883162498474121) | > loss_duration: 1.8181401491165161 (1.7946489453315735) | > loss_1: 26.73388671875 (29.221540451049805)  --> STEP: 3 | > loss_disc: 2.1038496494293213 (2.1159558296203613) | > loss_disc_real_0: 0.13409385085105896 (0.1312565008799235) | > loss_disc_real_1: 0.1784149706363678 (0.17109369734923044) | > loss_disc_real_2: 0.1770477145910263 (0.1702584276596705) | > loss_disc_real_3: 0.1971973478794098 (0.19432845215002695) | > loss_disc_real_4: 0.2438019961118698 (0.2428725560506185) | > loss_disc_real_5: 0.22048473358154297 (0.22783379753430685) | > loss_0: 2.1038496494293213 (2.1159558296203613) | > loss_gen: 3.013864517211914 (2.9488747119903564) | > loss_kl: 1.9128179550170898 (1.9491724967956543) | > loss_feat: 8.54124927520752 (8.620416323343912) | > loss_mel: 14.157594680786133 (13.974639892578125) | > loss_duration: 1.7997243404388428 (1.7963407437006633) | > loss_1: 29.425251007080078 (29.289443969726562)  --> STEP: 4 | > loss_disc: 1.85267972946167 (2.0501368045806885) | > loss_disc_real_0: 0.08928106725215912 (0.1207626424729824) | > loss_disc_real_1: 0.147749125957489 (0.1652575545012951) | > loss_disc_real_2: 0.12432662397623062 (0.15877547673881054) | > loss_disc_real_3: 0.16909751296043396 (0.1880207173526287) | > loss_disc_real_4: 0.23594988882541656 (0.241141889244318) | > loss_disc_real_5: 0.2566898465156555 (0.235047809779644) | > loss_0: 1.85267972946167 (2.0501368045806885) | > loss_gen: 3.3721516132354736 (3.0546939373016357) | > loss_kl: 1.9418776035308838 (1.9473487734794617) | > loss_feat: 12.231675148010254 (9.523231029510498) | > loss_mel: 17.873714447021484 (14.949408531188965) | > loss_duration: 1.7369505167007446 (1.7814931869506836) | > loss_1: 37.156368255615234 (31.25617504119873) --> EVAL PERFORMANCE | > avg_loader_time: 0.2785075306892395 (-0.0034132003784179688) | > avg_loss_disc: 2.0501368045806885 (-0.1780264973640442) | > avg_loss_disc_real_0: 0.1207626424729824 (+0.0015532076358795166) | > avg_loss_disc_real_1: 0.1652575545012951 (-0.026942752301692963) | > avg_loss_disc_real_2: 0.15877547673881054 (-0.006280912086367607) | > avg_loss_disc_real_3: 0.1880207173526287 (-0.04138845577836037) | > avg_loss_disc_real_4: 0.241141889244318 (+0.0010764971375465393) | > avg_loss_disc_real_5: 0.235047809779644 (-0.034407489001750946) | > avg_loss_0: 2.0501368045806885 (-0.1780264973640442) | > avg_loss_gen: 3.0546939373016357 (+0.35207146406173706) | > avg_loss_kl: 1.9473487734794617 (-0.032248228788375854) | > avg_loss_feat: 9.523231029510498 (+1.368275761604309) | > avg_loss_mel: 14.949408531188965 (+0.8095688819885254) | > avg_loss_duration: 1.7814931869506836 (-0.004635244607925415) | > avg_loss_1: 31.25617504119873 (+2.493032455444336)  > EPOCH: 106/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 08:08:52)   --> TIME: 2025-05-09 08:09:27 -- STEP: 37/725 -- GLOBAL_STEP: 122750 | > loss_disc: 2.1312825679779053 (2.2022501616864583) | > loss_disc_real_0: 0.15641167759895325 (0.12823769248820638) | > loss_disc_real_1: 0.20084403455257416 (0.19662081873094714) | > loss_disc_real_2: 0.20212692022323608 (0.192214482942143) | > loss_disc_real_3: 0.19120009243488312 (0.20346378957903064) | > loss_disc_real_4: 0.19112509489059448 (0.19885913786050435) | > loss_disc_real_5: 0.17008990049362183 (0.19773430880662557) | > loss_0: 2.1312825679779053 (2.2022501616864583) | > grad_norm_0: tensor(46.5492, device='cuda:0') (tensor(33.9278, device='cuda:0')) | > loss_gen: 3.12984037399292 (2.8169733962497197) | > loss_kl: 1.6719344854354858 (1.7385310256803357) | > loss_feat: 9.15323257446289 (8.323568189466318) | > loss_mel: 13.54826831817627 (13.430072861748773) | > loss_duration: 1.708184838294983 (1.6991180374815658) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.211462020874023 (28.00826371682657) | > grad_norm_1: tensor(807.1617, device='cuda:0') (tensor(696.6895, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8487 (0.8503471194086848) | > loader_time: 0.0126 (0.011644150759722735)  --> TIME: 2025-05-09 08:10:10 -- STEP: 87/725 -- GLOBAL_STEP: 122800 | > loss_disc: 2.3420140743255615 (2.198090882136903) | > loss_disc_real_0: 0.2456604242324829 (0.1289776394079471) | > loss_disc_real_1: 0.19836615025997162 (0.196848902037774) | > loss_disc_real_2: 0.18479406833648682 (0.19238277653167987) | > loss_disc_real_3: 0.2149612158536911 (0.20512446932409) | > loss_disc_real_4: 0.21213626861572266 (0.1995647753449693) | > loss_disc_real_5: 0.19429007172584534 (0.197331550477565) | > loss_0: 2.3420140743255615 (2.198090882136903) | > grad_norm_0: tensor(67.0561, device='cuda:0') (tensor(34.5136, device='cuda:0')) | > loss_gen: 2.780048370361328 (2.826070168922688) | > loss_kl: 1.8052666187286377 (1.7403456931826713) | > loss_feat: 8.030537605285645 (8.446784584001561) | > loss_mel: 13.323652267456055 (13.634407470966208) | > loss_duration: 1.686056137084961 (1.7018586013508938) | > amp_scaler: 256.0 (141.24137931034483) | > loss_1: 27.625560760498047 (28.349466696552845) | > grad_norm_1: tensor(807.6161, device='cuda:0') (tensor(732.0972, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.7972 (0.8490099057383921) | > loader_time: 0.0091 (0.011111078591182315)  --> TIME: 2025-05-09 08:10:53 -- STEP: 137/725 -- GLOBAL_STEP: 122850 | > loss_disc: 2.3065717220306396 (2.18970993226462) | > loss_disc_real_0: 0.13924136757850647 (0.12854365482382532) | > loss_disc_real_1: 0.2032589316368103 (0.19573412987872638) | > loss_disc_real_2: 0.16384370625019073 (0.19047438195587074) | > loss_disc_real_3: 0.19676630198955536 (0.20512614002192975) | > loss_disc_real_4: 0.20926155149936676 (0.19800816944045746) | > loss_disc_real_5: 0.1998077780008316 (0.19844437134962012) | > loss_0: 2.3065717220306396 (2.18970993226462) | > grad_norm_0: tensor(48.2209, device='cuda:0') (tensor(34.0869, device='cuda:0')) | > loss_gen: 2.6071414947509766 (2.821280054802443) | > loss_kl: 1.8062375783920288 (1.74838194272814) | > loss_feat: 7.851232528686523 (8.430652486146796) | > loss_mel: 12.12379264831543 (13.59338697725839) | > loss_duration: 1.68120276927948 (1.703437758188178) | > amp_scaler: 128.0 (177.5182481751825) | > loss_1: 26.069604873657227 (28.297139341813804) | > grad_norm_1: tensor(660.8018, device='cuda:0') (tensor(740.0013, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8159 (0.8480768952056439) | > loader_time: 0.0096 (0.010939634629409679)  --> TIME: 2025-05-09 08:11:36 -- STEP: 187/725 -- GLOBAL_STEP: 122900 | > loss_disc: 2.0770320892333984 (2.2023880449845827) | > loss_disc_real_0: 0.12959377467632294 (0.1336915838845911) | > loss_disc_real_1: 0.16734665632247925 (0.19607569101978758) | > loss_disc_real_2: 0.187998428940773 (0.19130569106754772) | > loss_disc_real_3: 0.21109212934970856 (0.20465640978698424) | > loss_disc_real_4: 0.18613086640834808 (0.19877761634275876) | > loss_disc_real_5: 0.18215695023536682 (0.2000187462504535) | > loss_0: 2.0770320892333984 (2.2023880449845827) | > grad_norm_0: tensor(47.7281, device='cuda:0') (tensor(33.9353, device='cuda:0')) | > loss_gen: 2.7959060668945312 (2.7998638803308653) | > loss_kl: 1.7846431732177734 (1.7491668494627437) | > loss_feat: 8.715712547302246 (8.3456384230425) | > loss_mel: 13.75203800201416 (13.531662900180102) | > loss_duration: 1.7379286289215088 (1.7049250283980752) | > amp_scaler: 128.0 (164.27807486631033) | > loss_1: 28.78622817993164 (28.13125709288898) | > grad_norm_1: tensor(929.6407, device='cuda:0') (tensor(715.2567, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.846 (0.8502577473135555) | > loader_time: 0.0098 (0.010902720976640828)  --> TIME: 2025-05-09 08:12:20 -- STEP: 237/725 -- GLOBAL_STEP: 122950 | > loss_disc: 2.0615131855010986 (2.201484059985681) | > loss_disc_real_0: 0.12932652235031128 (0.13372551162534635) | > loss_disc_real_1: 0.17430025339126587 (0.19520782141745852) | > loss_disc_real_2: 0.20445838570594788 (0.1911230809074917) | > loss_disc_real_3: 0.1937774121761322 (0.20481705759899527) | > loss_disc_real_4: 0.19059081375598907 (0.19858824471129646) | > loss_disc_real_5: 0.1632942110300064 (0.20062368982451878) | > loss_0: 2.0615131855010986 (2.201484059985681) | > grad_norm_0: tensor(55.8878, device='cuda:0') (tensor(34.3635, device='cuda:0')) | > loss_gen: 3.02835750579834 (2.7955984888197496) | > loss_kl: 1.9682722091674805 (1.751822907713395) | > loss_feat: 9.65142822265625 (8.33240411452603) | > loss_mel: 15.006207466125488 (13.49966543334446) | > loss_duration: 1.6957288980484009 (1.7050443907830282) | > amp_scaler: 128.0 (156.62447257383982) | > loss_1: 31.349994659423828 (28.08453530903104) | > grad_norm_1: tensor(984.4800, device='cuda:0') (tensor(715.8698, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8185 (0.8505885953138649) | > loader_time: 0.0115 (0.010768470884878421)  --> TIME: 2025-05-09 08:13:02 -- STEP: 287/725 -- GLOBAL_STEP: 123000 | > loss_disc: 2.185112953186035 (2.202803117057589) | > loss_disc_real_0: 0.1549978107213974 (0.1338849613631229) | > loss_disc_real_1: 0.19089971482753754 (0.19509069071206486) | > loss_disc_real_2: 0.17417874932289124 (0.1908901668695622) | > loss_disc_real_3: 0.21217826008796692 (0.20517343999201415) | > loss_disc_real_4: 0.20468170940876007 (0.1987686363350639) | > loss_disc_real_5: 0.22722922265529633 (0.20118822583130427) | > loss_0: 2.185112953186035 (2.202803117057589) | > grad_norm_0: tensor(42.4782, device='cuda:0') (tensor(34.8173, device='cuda:0')) | > loss_gen: 2.8113739490509033 (2.792173091542845) | > loss_kl: 1.7199846506118774 (1.746937333914461) | > loss_feat: 7.8165998458862305 (8.328263842685713) | > loss_mel: 12.940356254577637 (13.484991462388518) | > loss_duration: 1.7116492986679077 (1.7052241239813566) | > amp_scaler: 128.0 (151.63763066202105) | > loss_1: 26.999963760375977 (28.05758978680866) | > grad_norm_1: tensor(1144.5396, device='cuda:0') (tensor(738.9000, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8035 (0.8489670662099059) | > loader_time: 0.0097 (0.010709103806924315) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_123000.pth  --> TIME: 2025-05-09 08:13:48 -- STEP: 337/725 -- GLOBAL_STEP: 123050 | > loss_disc: 2.151223659515381 (2.203061473475721) | > loss_disc_real_0: 0.10235989838838577 (0.13382844425715754) | > loss_disc_real_1: 0.20012281835079193 (0.195112962176255) | > loss_disc_real_2: 0.18713967502117157 (0.19097407073755285) | > loss_disc_real_3: 0.23221494257450104 (0.2052651319199571) | > loss_disc_real_4: 0.1875738948583603 (0.19852391986358758) | > loss_disc_real_5: 0.2187367081642151 (0.20123639066070756) | > loss_0: 2.151223659515381 (2.203061473475721) | > grad_norm_0: tensor(32.6614, device='cuda:0') (tensor(34.9790, device='cuda:0')) | > loss_gen: 2.9723050594329834 (2.7949816940092553) | > loss_kl: 1.7202409505844116 (1.748486786284857) | > loss_feat: 8.725129127502441 (8.345543224662988) | > loss_mel: 14.168407440185547 (13.485482097025793) | > loss_duration: 1.6821281909942627 (1.7045249061697672) | > amp_scaler: 128.0 (148.1305637982196) | > loss_1: 29.268211364746094 (28.07901864660245) | > grad_norm_1: tensor(812.9028, device='cuda:0') (tensor(736.9761, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8789 (0.8486407121494189) | > loader_time: 0.0097 (0.010641502697319224)  --> TIME: 2025-05-09 08:14:31 -- STEP: 387/725 -- GLOBAL_STEP: 123100 | > loss_disc: 2.2354159355163574 (2.2042947631781726) | > loss_disc_real_0: 0.11687272787094116 (0.13547551095755214) | > loss_disc_real_1: 0.20150363445281982 (0.19496557875043047) | > loss_disc_real_2: 0.16721399128437042 (0.19055452546253984) | > loss_disc_real_3: 0.20647434890270233 (0.20487031009462148) | > loss_disc_real_4: 0.2013050615787506 (0.1989751693429256) | > loss_disc_real_5: 0.23202139139175415 (0.20093343940200112) | > loss_0: 2.2354159355163574 (2.2042947631781726) | > grad_norm_0: tensor(18.0437, device='cuda:0') (tensor(34.8652, device='cuda:0')) | > loss_gen: 2.5804319381713867 (2.794721532545658) | > loss_kl: 1.639094591140747 (1.7491558488333256) | > loss_feat: 7.574209690093994 (8.35380252325566) | > loss_mel: 13.27847957611084 (13.516779266278563) | > loss_duration: 1.78208589553833 (1.7046917353489606) | > amp_scaler: 128.0 (145.52971576227395) | > loss_1: 26.85430145263672 (28.119150841882977) | > grad_norm_1: tensor(691.2219, device='cuda:0') (tensor(713.0886, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8609 (0.8484675748711715) | > loader_time: 0.0126 (0.010589403083466118)  --> TIME: 2025-05-09 08:15:14 -- STEP: 437/725 -- GLOBAL_STEP: 123150 | > loss_disc: 2.140961170196533 (2.202572546779972) | > loss_disc_real_0: 0.1955060362815857 (0.1352857791091948) | > loss_disc_real_1: 0.16701407730579376 (0.19469875734921724) | > loss_disc_real_2: 0.17125332355499268 (0.1899567739846231) | > loss_disc_real_3: 0.18783600628376007 (0.20452165559309302) | > loss_disc_real_4: 0.19525694847106934 (0.19881716776357902) | > loss_disc_real_5: 0.2057647854089737 (0.20141018794112125) | > loss_0: 2.140961170196533 (2.202572546779972) | > grad_norm_0: tensor(62.4656, device='cuda:0') (tensor(33.8379, device='cuda:0')) | > loss_gen: 3.013361930847168 (2.7925673185824267) | > loss_kl: 1.838722586631775 (1.7524343589896196) | > loss_feat: 8.87736701965332 (8.362208339115027) | > loss_mel: 13.949254035949707 (13.540544304749512) | > loss_duration: 1.6753588914871216 (1.7044071038200328) | > amp_scaler: 128.0 (143.52402745995425) | > loss_1: 29.354066848754883 (28.15216138215577) | > grad_norm_1: tensor(607.4755, device='cuda:0') (tensor(708.8051, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8774 (0.8483740394120902) | > loader_time: 0.0097 (0.010500398871554928)  --> TIME: 2025-05-09 08:15:57 -- STEP: 487/725 -- GLOBAL_STEP: 123200 | > loss_disc: 2.3143882751464844 (2.1990395370694893) | > loss_disc_real_0: 0.09746985882520676 (0.1340814772649098) | > loss_disc_real_1: 0.18863694369792938 (0.1945313426381019) | > loss_disc_real_2: 0.18684886395931244 (0.18995206391542105) | > loss_disc_real_3: 0.19477054476737976 (0.20428774360513788) | > loss_disc_real_4: 0.19996120035648346 (0.19858439771546468) | > loss_disc_real_5: 0.18660910427570343 (0.2007106520556816) | > loss_0: 2.3143882751464844 (2.1990395370694893) | > grad_norm_0: tensor(31.0270, device='cuda:0') (tensor(33.9677, device='cuda:0')) | > loss_gen: 2.584792137145996 (2.800646057363899) | > loss_kl: 1.860087275505066 (1.7509669748419854) | > loss_feat: 7.2701005935668945 (8.384610352330135) | > loss_mel: 11.844932556152344 (13.571560346615142) | > loss_duration: 1.6938213109970093 (1.7053670508660823) | > amp_scaler: 128.0 (141.9301848049282) | > loss_1: 25.253734588623047 (28.213150748971543) | > grad_norm_1: tensor(736.0372, device='cuda:0') (tensor(712.3149, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.7894 (0.8479375051032345) | > loader_time: 0.0115 (0.010483669794070885)  --> TIME: 2025-05-09 08:16:40 -- STEP: 537/725 -- GLOBAL_STEP: 123250 | > loss_disc: 2.419379234313965 (2.2013434204975315) | > loss_disc_real_0: 0.14562425017356873 (0.13450197576505268) | > loss_disc_real_1: 0.22650080919265747 (0.19469447844632287) | > loss_disc_real_2: 0.22682589292526245 (0.19000541503424967) | > loss_disc_real_3: 0.18521639704704285 (0.20446763902181134) | > loss_disc_real_4: 0.21141208708286285 (0.19862335684468177) | > loss_disc_real_5: 0.1856164038181305 (0.20060593200573484) | > loss_0: 2.419379234313965 (2.2013434204975315) | > grad_norm_0: tensor(14.7734, device='cuda:0') (tensor(33.7566, device='cuda:0')) | > loss_gen: 2.5515031814575195 (2.7944953561495143) | > loss_kl: 1.6430898904800415 (1.7518714553151051) | > loss_feat: 7.118982315063477 (8.352833555175383) | > loss_mel: 12.516206741333008 (13.528640853626099) | > loss_duration: 1.7308790683746338 (1.7057824341278505) | > amp_scaler: 128.0 (140.6331471135941) | > loss_1: 25.560659408569336 (28.13362363463673) | > grad_norm_1: tensor(552.3768, device='cuda:0') (tensor(706.3339, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8453 (0.847764558188298) | > loader_time: 0.0092 (0.01042295390223213)  --> TIME: 2025-05-09 08:17:23 -- STEP: 587/725 -- GLOBAL_STEP: 123300 | > loss_disc: 2.3080086708068848 (2.202428947315508) | > loss_disc_real_0: 0.12296261638402939 (0.1348751111993694) | > loss_disc_real_1: 0.2237488031387329 (0.19474654818616882) | > loss_disc_real_2: 0.19771592319011688 (0.1898319582110572) | > loss_disc_real_3: 0.23185020685195923 (0.20465708667415566) | > loss_disc_real_4: 0.22978419065475464 (0.19866221947706522) | > loss_disc_real_5: 0.24005766212940216 (0.2008041384069842) | > loss_0: 2.3080086708068848 (2.202428947315508) | > grad_norm_0: tensor(12.5291, device='cuda:0') (tensor(33.8736, device='cuda:0')) | > loss_gen: 2.6296331882476807 (2.792885933864665) | > loss_kl: 1.927930474281311 (1.753788126185156) | > loss_feat: 7.063424110412598 (8.342293367272138) | > loss_mel: 12.89437484741211 (13.523284778887405) | > loss_duration: 1.6850603818893433 (1.7054295803862893) | > amp_scaler: 128.0 (139.55706984667813) | > loss_1: 26.200424194335938 (28.11768177623845) | > grad_norm_1: tensor(778.2970, device='cuda:0') (tensor(713.6486, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8548 (0.8474638644840693) | > loader_time: 0.0096 (0.010363856612925222)  --> TIME: 2025-05-09 08:18:06 -- STEP: 637/725 -- GLOBAL_STEP: 123350 | > loss_disc: 2.3274714946746826 (2.204534464017189) | > loss_disc_real_0: 0.18002092838287354 (0.13544125069558502) | > loss_disc_real_1: 0.20043732225894928 (0.1949603037098699) | > loss_disc_real_2: 0.19311301410198212 (0.18997518177870862) | > loss_disc_real_3: 0.20451703667640686 (0.20455943869084722) | > loss_disc_real_4: 0.20325714349746704 (0.1986181073510664) | > loss_disc_real_5: 0.19185245037078857 (0.20082629386633855) | > loss_0: 2.3274714946746826 (2.204534464017189) | > grad_norm_0: tensor(40.6265, device='cuda:0') (tensor(33.9281, device='cuda:0')) | > loss_gen: 2.618551015853882 (2.789967956498054) | > loss_kl: 1.7716647386550903 (1.752237379644505) | > loss_feat: 7.811183929443359 (8.334186452898537) | > loss_mel: 13.006016731262207 (13.526063586703646) | > loss_duration: 1.6875107288360596 (1.7053432949296714) | > amp_scaler: 128.0 (138.6499215070645) | > loss_1: 26.894927978515625 (28.10779866768014) | > grad_norm_1: tensor(933.2523, device='cuda:0') (tensor(713.2935, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.844 (0.8474159689862837) | > loader_time: 0.0095 (0.010313241410667136)  --> TIME: 2025-05-09 08:18:49 -- STEP: 687/725 -- GLOBAL_STEP: 123400 | > loss_disc: 2.108827590942383 (2.205884440844063) | > loss_disc_real_0: 0.11621177941560745 (0.13632449943143873) | > loss_disc_real_1: 0.2015194594860077 (0.19520057041572156) | > loss_disc_real_2: 0.19449760019779205 (0.19023005325981615) | > loss_disc_real_3: 0.22420953214168549 (0.20438758814178695) | > loss_disc_real_4: 0.19336606562137604 (0.19879783555496539) | > loss_disc_real_5: 0.18859784305095673 (0.2005854119076304) | > loss_0: 2.108827590942383 (2.205884440844063) | > grad_norm_0: tensor(26.0933, device='cuda:0') (tensor(34.3792, device='cuda:0')) | > loss_gen: 2.9175586700439453 (2.7931618162985283) | > loss_kl: 1.8475584983825684 (1.7533682199544784) | > loss_feat: 9.45824909210205 (8.343209736558896) | > loss_mel: 14.918608665466309 (13.552133804498972) | > loss_duration: 1.7277623414993286 (1.7057827778778736) | > amp_scaler: 128.0 (137.8748180494907) | > loss_1: 30.869735717773438 (28.14765634495097) | > grad_norm_1: tensor(693.9898, device='cuda:0') (tensor(714.3779, device='cuda:0')) | > current_lr_0: 0.0001973673155075699 | > current_lr_1: 0.0001973673155075699 | > step_time: 0.8561 (0.8469924947580396) | > loader_time: 0.0094 (0.010289771067523537)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.259082078933716 (2.259082078933716) | > loss_disc_real_0: 0.09134439378976822 (0.09134439378976822) | > loss_disc_real_1: 0.16389402747154236 (0.16389402747154236) | > loss_disc_real_2: 0.26887768507003784 (0.26887768507003784) | > loss_disc_real_3: 0.25773072242736816 (0.25773072242736816) | > loss_disc_real_4: 0.22701500356197357 (0.22701500356197357) | > loss_disc_real_5: 0.2445938140153885 (0.2445938140153885) | > loss_0: 2.259082078933716 (2.259082078933716) | > loss_gen: 2.7922773361206055 (2.7922773361206055) | > loss_kl: 1.956271767616272 (1.956271767616272) | > loss_feat: 8.958759307861328 (8.958759307861328) | > loss_mel: 14.399526596069336 (14.399526596069336) | > loss_duration: 1.6768741607666016 (1.6768741607666016) | > loss_1: 29.783708572387695 (29.783708572387695)  --> STEP: 1 | > loss_disc: 2.3383548259735107 (2.3383548259735107) | > loss_disc_real_0: 0.09754394739866257 (0.09754394739866257) | > loss_disc_real_1: 0.17743360996246338 (0.17743360996246338) | > loss_disc_real_2: 0.2753969430923462 (0.2753969430923462) | > loss_disc_real_3: 0.23929166793823242 (0.23929166793823242) | > loss_disc_real_4: 0.2774394750595093 (0.2774394750595093) | > loss_disc_real_5: 0.2415730059146881 (0.2415730059146881) | > loss_0: 2.3383548259735107 (2.3383548259735107) | > loss_gen: 2.691257953643799 (2.691257953643799) | > loss_kl: 2.011237621307373 (2.011237621307373) | > loss_feat: 7.240360260009766 (7.240360260009766) | > loss_mel: 13.377151489257812 (13.377151489257812) | > loss_duration: 1.7770437002182007 (1.7770437002182007) | > loss_1: 27.0970516204834 (27.0970516204834)  --> STEP: 2 | > loss_disc: 2.2313451766967773 (2.284850001335144) | > loss_disc_real_0: 0.1269906610250473 (0.11226730421185493) | > loss_disc_real_1: 0.1686682403087616 (0.1730509251356125) | > loss_disc_real_2: 0.255892276763916 (0.2656446099281311) | > loss_disc_real_3: 0.22289526462554932 (0.23109346628189087) | > loss_disc_real_4: 0.22579990327358246 (0.25161968916654587) | > loss_disc_real_5: 0.23354791104793549 (0.2375604584813118) | > loss_0: 2.2313451766967773 (2.284850001335144) | > loss_gen: 2.8424229621887207 (2.7668404579162598) | > loss_kl: 1.7753745317459106 (1.8933060765266418) | > loss_feat: 8.057258605957031 (7.648809432983398) | > loss_mel: 14.137361526489258 (13.757256507873535) | > loss_duration: 1.8411132097244263 (1.8090784549713135) | > loss_1: 28.65353012084961 (27.875290870666504)  --> STEP: 3 | > loss_disc: 2.2585432529449463 (2.276081085205078) | > loss_disc_real_0: 0.11568780988454819 (0.11340747276941936) | > loss_disc_real_1: 0.1780291348695755 (0.17471032838026682) | > loss_disc_real_2: 0.2626458406448364 (0.2646450201670329) | > loss_disc_real_3: 0.23551438748836517 (0.23256710668404898) | > loss_disc_real_4: 0.22682707011699677 (0.24335548281669617) | > loss_disc_real_5: 0.24926157295703888 (0.24146082997322083) | > loss_0: 2.2585432529449463 (2.276081085205078) | > loss_gen: 2.8279635906219482 (2.7872148354848227) | > loss_kl: 1.8871275186538696 (1.8912465572357178) | > loss_feat: 7.640598773956299 (7.646072546641032) | > loss_mel: 13.505696296691895 (13.673403104146322) | > loss_duration: 1.7799785137176514 (1.799378474553426) | > loss_1: 27.6413631439209 (27.7973149617513)  --> STEP: 4 | > loss_disc: 2.3462109565734863 (2.29361355304718) | > loss_disc_real_0: 0.099990114569664 (0.11005313321948051) | > loss_disc_real_1: 0.18071787059307098 (0.17621221393346786) | > loss_disc_real_2: 0.2803422510623932 (0.26856932789087296) | > loss_disc_real_3: 0.24429963529109955 (0.23550023883581161) | > loss_disc_real_4: 0.2615237236022949 (0.24789754301309586) | > loss_disc_real_5: 0.23999035358428955 (0.241093210875988) | > loss_0: 2.3462109565734863 (2.29361355304718) | > loss_gen: 2.6991419792175293 (2.7651966214179993) | > loss_kl: 1.811161994934082 (1.8712254166603088) | > loss_feat: 8.075067520141602 (7.753321290016174) | > loss_mel: 13.223210334777832 (13.5608549118042) | > loss_duration: 1.7360976934432983 (1.7835582792758942) | > loss_1: 27.544679641723633 (27.734156131744385) --> EVAL PERFORMANCE | > avg_loader_time: 0.277401864528656 (-0.001105666160583496) | > avg_loss_disc: 2.29361355304718 (+0.2434767484664917) | > avg_loss_disc_real_0: 0.11005313321948051 (-0.010709509253501892) | > avg_loss_disc_real_1: 0.17621221393346786 (+0.010954659432172775) | > avg_loss_disc_real_2: 0.26856932789087296 (+0.10979385115206242) | > avg_loss_disc_real_3: 0.23550023883581161 (+0.04747952148318291) | > avg_loss_disc_real_4: 0.24789754301309586 (+0.006755653768777847) | > avg_loss_disc_real_5: 0.241093210875988 (+0.006045401096343994) | > avg_loss_0: 2.29361355304718 (+0.2434767484664917) | > avg_loss_gen: 2.7651966214179993 (-0.2894973158836365) | > avg_loss_kl: 1.8712254166603088 (-0.07612335681915283) | > avg_loss_feat: 7.753321290016174 (-1.7699097394943237) | > avg_loss_mel: 13.5608549118042 (-1.3885536193847656) | > avg_loss_duration: 1.7835582792758942 (+0.0020650923252105713) | > avg_loss_1: 27.734156131744385 (-3.5220189094543457)  > EPOCH: 107/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 08:19:27)   --> TIME: 2025-05-09 08:19:40 -- STEP: 12/725 -- GLOBAL_STEP: 123450 | > loss_disc: 2.181267499923706 (2.2508097290992737) | > loss_disc_real_0: 0.13814696669578552 (0.13789573311805725) | > loss_disc_real_1: 0.19354431331157684 (0.20458824932575226) | > loss_disc_real_2: 0.17715147137641907 (0.1954793594777584) | > loss_disc_real_3: 0.2070768177509308 (0.20738181347648302) | > loss_disc_real_4: 0.19449439644813538 (0.19863763203223547) | > loss_disc_real_5: 0.1976887285709381 (0.20927883932987848) | > loss_0: 2.181267499923706 (2.2508097290992737) | > grad_norm_0: tensor(34.7549, device='cuda:0') (tensor(32.1478, device='cuda:0')) | > loss_gen: 2.891998767852783 (2.7107237577438354) | > loss_kl: 1.780501127243042 (1.7197064956029255) | > loss_feat: 8.829870223999023 (7.9682062069574995) | > loss_mel: 14.06851577758789 (13.332733472188314) | > loss_duration: 1.7458268404006958 (1.7200084229310353) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.31671142578125 (27.451378345489502) | > grad_norm_1: tensor(886.9114, device='cuda:0') (tensor(721.3666, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8344 (0.8355575402577718) | > loader_time: 0.0093 (0.010595281918843588)  --> TIME: 2025-05-09 08:20:23 -- STEP: 62/725 -- GLOBAL_STEP: 123500 | > loss_disc: 2.3052821159362793 (2.2237980865663087) | > loss_disc_real_0: 0.10117875039577484 (0.13619246345854577) | > loss_disc_real_1: 0.2042103260755539 (0.1969720065113037) | > loss_disc_real_2: 0.20857302844524384 (0.191475547850132) | > loss_disc_real_3: 0.21951183676719666 (0.2046391281389421) | > loss_disc_real_4: 0.19952800869941711 (0.2005923945576914) | > loss_disc_real_5: 0.19614484906196594 (0.20455002352114646) | > loss_0: 2.3052821159362793 (2.2237980865663087) | > grad_norm_0: tensor(36.3626, device='cuda:0') (tensor(35.2453, device='cuda:0')) | > loss_gen: 2.618189811706543 (2.7628327031289377) | > loss_kl: 1.7714115381240845 (1.7452797735891035) | > loss_feat: 6.928551197052002 (8.262429891094088) | > loss_mel: 11.644084930419922 (13.488705527397894) | > loss_duration: 1.7679380178451538 (1.709505715677815) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.73017692565918 (27.96875378393358) | > grad_norm_1: tensor(595.7188, device='cuda:0') (tensor(724.4282, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8312 (0.8493266759380218) | > loader_time: 0.0102 (0.010262131690979002)  --> TIME: 2025-05-09 08:21:07 -- STEP: 112/725 -- GLOBAL_STEP: 123550 | > loss_disc: 2.19048810005188 (2.2187887302466787) | > loss_disc_real_0: 0.22477637231349945 (0.14332827127405573) | > loss_disc_real_1: 0.21299365162849426 (0.19536075767661845) | > loss_disc_real_2: 0.20371653139591217 (0.19066419612084115) | > loss_disc_real_3: 0.19813302159309387 (0.2045190218569977) | > loss_disc_real_4: 0.1794620305299759 (0.19788395440472023) | > loss_disc_real_5: 0.2202366590499878 (0.20151000709405967) | > loss_0: 2.19048810005188 (2.2187887302466787) | > grad_norm_0: tensor(44.0705, device='cuda:0') (tensor(35.8863, device='cuda:0')) | > loss_gen: 2.996534824371338 (2.7843637807028636) | > loss_kl: 1.6135743856430054 (1.7422223367861343) | > loss_feat: 9.092196464538574 (8.323787259204044) | > loss_mel: 14.39624309539795 (13.647958210536412) | > loss_duration: 1.731284737586975 (1.7133127504161425) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.829832077026367 (28.211644462176732) | > grad_norm_1: tensor(805.9688, device='cuda:0') (tensor(701.9865, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8341 (0.8544588301862989) | > loader_time: 0.0099 (0.010127684899738853)  --> TIME: 2025-05-09 08:21:49 -- STEP: 162/725 -- GLOBAL_STEP: 123600 | > loss_disc: 2.1822993755340576 (2.218483396518376) | > loss_disc_real_0: 0.10597281903028488 (0.1409450638349409) | > loss_disc_real_1: 0.1970784217119217 (0.19568054837945062) | > loss_disc_real_2: 0.18044881522655487 (0.1902816681030356) | > loss_disc_real_3: 0.18110722303390503 (0.2042911759129277) | > loss_disc_real_4: 0.20785868167877197 (0.198097323561892) | > loss_disc_real_5: 0.18241186439990997 (0.20278524221093572) | > loss_0: 2.1822993755340576 (2.218483396518376) | > grad_norm_0: tensor(35.2977, device='cuda:0') (tensor(33.1891, device='cuda:0')) | > loss_gen: 2.7512872219085693 (2.7633915992430693) | > loss_kl: 1.5989805459976196 (1.738840843424385) | > loss_feat: 8.72180461883545 (8.272870702508053) | > loss_mel: 13.515204429626465 (13.570389288443106) | > loss_duration: 1.6817070245742798 (1.7141073824446877) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.268985748291016 (28.05959988817756) | > grad_norm_1: tensor(775.6611, device='cuda:0') (tensor(686.6810, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8161 (0.8497257806636669) | > loader_time: 0.0118 (0.010195677663073124)  --> TIME: 2025-05-09 08:22:32 -- STEP: 212/725 -- GLOBAL_STEP: 123650 | > loss_disc: 2.195615291595459 (2.222478771547101) | > loss_disc_real_0: 0.18294185400009155 (0.1420517644300214) | > loss_disc_real_1: 0.20477288961410522 (0.1953014955627468) | > loss_disc_real_2: 0.18909011781215668 (0.19040359437184515) | > loss_disc_real_3: 0.20874537527561188 (0.2043957885987354) | > loss_disc_real_4: 0.18811635673046112 (0.1981344450054303) | > loss_disc_real_5: 0.1819523572921753 (0.20405043633478995) | > loss_0: 2.195615291595459 (2.222478771547101) | > grad_norm_0: tensor(54.8536, device='cuda:0') (tensor(33.1777, device='cuda:0')) | > loss_gen: 2.9136993885040283 (2.749493360519409) | > loss_kl: 1.406350016593933 (1.7383075654506683) | > loss_feat: 9.571853637695312 (8.226898544239548) | > loss_mel: 14.966914176940918 (13.526687059762343) | > loss_duration: 1.7167190313339233 (1.7130467053854241) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.575536727905273 (27.954433297211263) | > grad_norm_1: tensor(840.8322, device='cuda:0') (tensor(689.8035, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8225 (0.8481255556052586) | > loader_time: 0.0098 (0.010143321640086625)  --> TIME: 2025-05-09 08:23:15 -- STEP: 262/725 -- GLOBAL_STEP: 123700 | > loss_disc: 2.231567859649658 (2.2236450733119297) | > loss_disc_real_0: 0.1572606861591339 (0.14199121020563696) | > loss_disc_real_1: 0.1781330704689026 (0.19511955242803075) | > loss_disc_real_2: 0.19723686575889587 (0.1910247307924824) | > loss_disc_real_3: 0.17426550388336182 (0.2044143543102359) | > loss_disc_real_4: 0.19032754004001617 (0.19872293911362418) | > loss_disc_real_5: 0.21232114732265472 (0.2040357072731011) | > loss_0: 2.231567859649658 (2.2236450733119297) | > grad_norm_0: tensor(35.4315, device='cuda:0') (tensor(34.4223, device='cuda:0')) | > loss_gen: 2.699798822402954 (2.7518377158478016) | > loss_kl: 1.6736907958984375 (1.7444919620761434) | > loss_feat: 7.414327621459961 (8.226449866331256) | > loss_mel: 12.746569633483887 (13.53889814041953) | > loss_duration: 1.6804025173187256 (1.7131607537051194) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.21478843688965 (27.974838446114806) | > grad_norm_1: tensor(767.5009, device='cuda:0') (tensor(699.5377, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8827 (0.8462168769982025) | > loader_time: 0.0099 (0.010161588210185975)  --> TIME: 2025-05-09 08:23:58 -- STEP: 312/725 -- GLOBAL_STEP: 123750 | > loss_disc: 2.2515878677368164 (2.2202931157289405) | > loss_disc_real_0: 0.16901004314422607 (0.14046202898503127) | > loss_disc_real_1: 0.20673507452011108 (0.1950689331652262) | > loss_disc_real_2: 0.2162819802761078 (0.19101384048087477) | > loss_disc_real_3: 0.22048775851726532 (0.20434471520666897) | > loss_disc_real_4: 0.20730465650558472 (0.1986882850909844) | > loss_disc_real_5: 0.2242501676082611 (0.20389758642667383) | > loss_0: 2.2515878677368164 (2.2202931157289405) | > grad_norm_0: tensor(37.4401, device='cuda:0') (tensor(33.8098, device='cuda:0')) | > loss_gen: 2.7502830028533936 (2.7522400892697836) | > loss_kl: 1.8846559524536133 (1.7430985508820949) | > loss_feat: 7.185095310211182 (8.230849288977101) | > loss_mel: 12.056356430053711 (13.527669283059932) | > loss_duration: 1.7009717226028442 (1.711815130252104) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.577362060546875 (27.965672389054898) | > grad_norm_1: tensor(771.2837, device='cuda:0') (tensor(708.5529, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.842 (0.8452217028691215) | > loader_time: 0.0096 (0.01009797438597068)  --> TIME: 2025-05-09 08:24:41 -- STEP: 362/725 -- GLOBAL_STEP: 123800 | > loss_disc: 2.1702017784118652 (2.218228943769444) | > loss_disc_real_0: 0.09207847714424133 (0.139820767124055) | > loss_disc_real_1: 0.20012494921684265 (0.19495409982309816) | > loss_disc_real_2: 0.18264655768871307 (0.19078491759893002) | > loss_disc_real_3: 0.23031848669052124 (0.20402185219592156) | > loss_disc_real_4: 0.19776834547519684 (0.19878897568962192) | > loss_disc_real_5: 0.19056101143360138 (0.2036657310734138) | > loss_0: 2.1702017784118652 (2.218228943769444) | > grad_norm_0: tensor(28.5555, device='cuda:0') (tensor(33.8048, device='cuda:0')) | > loss_gen: 2.807864189147949 (2.7567032648054934) | > loss_kl: 1.7892001867294312 (1.7450116210879543) | > loss_feat: 8.829106330871582 (8.232461509124997) | > loss_mel: 13.351642608642578 (13.497710670555499) | > loss_duration: 1.6557742357254028 (1.7101396071976716) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.4335880279541 (27.942026681004297) | > grad_norm_1: tensor(814.3972, device='cuda:0') (tensor(711.9930, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8291 (0.8454644113614411) | > loader_time: 0.0103 (0.010057646266663278)  --> TIME: 2025-05-09 08:25:23 -- STEP: 412/725 -- GLOBAL_STEP: 123850 | > loss_disc: 2.2268364429473877 (2.2166711552050513) | > loss_disc_real_0: 0.11817813664674759 (0.13942778020084498) | > loss_disc_real_1: 0.219327911734581 (0.19525550352861581) | > loss_disc_real_2: 0.22741146385669708 (0.19083506219740068) | > loss_disc_real_3: 0.19895726442337036 (0.20386403057615737) | > loss_disc_real_4: 0.20969584584236145 (0.19853620654315624) | > loss_disc_real_5: 0.19404970109462738 (0.2037094295820565) | > loss_0: 2.2268364429473877 (2.2166711552050513) | > grad_norm_0: tensor(16.2400, device='cuda:0') (tensor(34.3712, device='cuda:0')) | > loss_gen: 2.7731971740722656 (2.7601991417338545) | > loss_kl: 1.8026584386825562 (1.7433193667421063) | > loss_feat: 7.8080878257751465 (8.2425346849034) | > loss_mel: 13.819550514221191 (13.521494890879664) | > loss_duration: 1.7177009582519531 (1.7097861002949832) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.92119598388672 (27.977334184554007) | > grad_norm_1: tensor(668.0105, device='cuda:0') (tensor(722.4359, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8592 (0.8451269321071289) | > loader_time: 0.0099 (0.010035017740379269)  --> TIME: 2025-05-09 08:26:06 -- STEP: 462/725 -- GLOBAL_STEP: 123900 | > loss_disc: 2.3301846981048584 (2.2199966693337347) | > loss_disc_real_0: 0.1669398695230484 (0.1401376586278411) | > loss_disc_real_1: 0.19052664935588837 (0.19530834889773166) | > loss_disc_real_2: 0.2347126454114914 (0.19082652800010924) | > loss_disc_real_3: 0.22960035502910614 (0.20415926618235455) | > loss_disc_real_4: 0.2292417585849762 (0.19869565457363667) | > loss_disc_real_5: 0.23386342823505402 (0.20383553432695797) | > loss_0: 2.3301846981048584 (2.2199966693337347) | > grad_norm_0: tensor(18.8618, device='cuda:0') (tensor(34.2083, device='cuda:0')) | > loss_gen: 2.6479806900024414 (2.7572723833513466) | > loss_kl: 1.8224519491195679 (1.7421892517572874) | > loss_feat: 7.569079399108887 (8.219510019599607) | > loss_mel: 13.047204971313477 (13.503602451060246) | > loss_duration: 1.7530704736709595 (1.7095437607207853) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.839786529541016 (27.932117866747298) | > grad_norm_1: tensor(745.9539, device='cuda:0') (tensor(716.3020, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.7757 (0.8441504797378141) | > loader_time: 0.0101 (0.010011082603817901)  --> TIME: 2025-05-09 08:26:49 -- STEP: 512/725 -- GLOBAL_STEP: 123950 | > loss_disc: 2.097275972366333 (2.220035119680688) | > loss_disc_real_0: 0.09354912489652634 (0.14021750503889074) | > loss_disc_real_1: 0.20413120090961456 (0.19517648103646934) | > loss_disc_real_2: 0.1956823766231537 (0.1908987165952568) | > loss_disc_real_3: 0.17592968046665192 (0.20434368151472884) | > loss_disc_real_4: 0.16413168609142303 (0.19874240993522108) | > loss_disc_real_5: 0.23826095461845398 (0.20393201883416626) | > loss_0: 2.097275972366333 (2.220035119680688) | > grad_norm_0: tensor(22.5742, device='cuda:0') (tensor(34.2614, device='cuda:0')) | > loss_gen: 2.813967227935791 (2.75910414615646) | > loss_kl: 1.8772144317626953 (1.741267540724948) | > loss_feat: 9.36272144317627 (8.220502287149415) | > loss_mel: 13.514015197753906 (13.50524043850601) | > loss_duration: 1.670337200164795 (1.7098446355666963) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.238256454467773 (27.935959041118615) | > grad_norm_1: tensor(366.6040, device='cuda:0') (tensor(715.3185, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8335 (0.8444082201458512) | > loader_time: 0.0096 (0.009969552513211972)  --> TIME: 2025-05-09 08:27:32 -- STEP: 562/725 -- GLOBAL_STEP: 124000 | > loss_disc: 2.217982292175293 (2.219222377415655) | > loss_disc_real_0: 0.16908125579357147 (0.139293867213075) | > loss_disc_real_1: 0.1943756490945816 (0.19532514541174592) | > loss_disc_real_2: 0.20313119888305664 (0.1910126805570627) | > loss_disc_real_3: 0.2013455480337143 (0.20414282368277314) | > loss_disc_real_4: 0.17237810790538788 (0.198758667553659) | > loss_disc_real_5: 0.2021142989397049 (0.20364987664587558) | > loss_0: 2.217982292175293 (2.219222377415655) | > grad_norm_0: tensor(27.9949, device='cuda:0') (tensor(34.1957, device='cuda:0')) | > loss_gen: 2.7978556156158447 (2.7616621043758456) | > loss_kl: 1.6989452838897705 (1.7427536764603064) | > loss_feat: 7.773300647735596 (8.227725558433656) | > loss_mel: 11.425047874450684 (13.513018623365634) | > loss_duration: 1.6655651330947876 (1.7093349402485367) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.360713958740234 (27.95449489036912) | > grad_norm_1: tensor(811.1238, device='cuda:0') (tensor(721.2405, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8919 (0.8439045071177634) | > loader_time: 0.0097 (0.00993184305170677) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_124000.pth  --> TIME: 2025-05-09 08:28:17 -- STEP: 612/725 -- GLOBAL_STEP: 124050 | > loss_disc: 2.319059371948242 (2.21751277216899) | > loss_disc_real_0: 0.18818038702011108 (0.13863741704475857) | > loss_disc_real_1: 0.21951183676719666 (0.19539204534459734) | > loss_disc_real_2: 0.22258122265338898 (0.190924795186208) | > loss_disc_real_3: 0.22247517108917236 (0.20420634038015906) | > loss_disc_real_4: 0.2076226770877838 (0.19871753541862264) | > loss_disc_real_5: 0.25699582695961 (0.20372852023228322) | > loss_0: 2.319059371948242 (2.21751277216899) | > grad_norm_0: tensor(51.2238, device='cuda:0') (tensor(34.2034, device='cuda:0')) | > loss_gen: 2.7060043811798096 (2.7619519338888274) | > loss_kl: 1.9261335134506226 (1.743556366636862) | > loss_feat: 6.62465763092041 (8.22783320947409) | > loss_mel: 11.778614044189453 (13.512355132819787) | > loss_duration: 1.6410598754882812 (1.7086897192437658) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.676469802856445 (27.954386346480415) | > grad_norm_1: tensor(761.5095, device='cuda:0') (tensor(729.6824, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.815 (0.8440780850017771) | > loader_time: 0.0089 (0.009933944621117284)  --> TIME: 2025-05-09 08:29:00 -- STEP: 662/725 -- GLOBAL_STEP: 124100 | > loss_disc: 2.269594669342041 (2.2159780989600826) | > loss_disc_real_0: 0.15527944266796112 (0.13868920625471648) | > loss_disc_real_1: 0.2641960680484772 (0.19524282415107658) | > loss_disc_real_2: 0.19904419779777527 (0.19078631347940048) | > loss_disc_real_3: 0.2164539247751236 (0.20414448574500496) | > loss_disc_real_4: 0.2325560599565506 (0.19865903505926047) | > loss_disc_real_5: 0.18522371351718903 (0.2032484914375936) | > loss_0: 2.269594669342041 (2.2159780989600826) | > grad_norm_0: tensor(54.4968, device='cuda:0') (tensor(34.5481, device='cuda:0')) | > loss_gen: 2.8949668407440186 (2.766592869585734) | > loss_kl: 1.7365862131118774 (1.7453502031251382) | > loss_feat: 8.919988632202148 (8.238805746383887) | > loss_mel: 15.2112455368042 (13.5294439828648) | > loss_duration: 1.7354588508605957 (1.7089784707187519) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.498245239257812 (27.989171252870115) | > grad_norm_1: tensor(1318.3685, device='cuda:0') (tensor(730.3322, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8508 (0.8436896505672764) | > loader_time: 0.0099 (0.009924367115216666)  --> TIME: 2025-05-09 08:29:43 -- STEP: 712/725 -- GLOBAL_STEP: 124150 | > loss_disc: 2.2000515460968018 (2.216227471326176) | > loss_disc_real_0: 0.1285204440355301 (0.13862709101456958) | > loss_disc_real_1: 0.21930280327796936 (0.19527834306439656) | > loss_disc_real_2: 0.1880510002374649 (0.19083701955217328) | > loss_disc_real_3: 0.20167556405067444 (0.20424057036805685) | > loss_disc_real_4: 0.20931898057460785 (0.19888116950901708) | > loss_disc_real_5: 0.21221758425235748 (0.20321986470580772) | > loss_0: 2.2000515460968018 (2.216227471326176) | > grad_norm_0: tensor(35.8545, device='cuda:0') (tensor(34.4444, device='cuda:0')) | > loss_gen: 2.9015231132507324 (2.7648769707492216) | > loss_kl: 1.8730112314224243 (1.7460363040144524) | > loss_feat: 9.040740013122559 (8.23057700007148) | > loss_mel: 14.203444480895996 (13.514192103000175) | > loss_duration: 1.7346930503845215 (1.7085682314433401) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.7534122467041 (27.96425059136379) | > grad_norm_1: tensor(934.6522, device='cuda:0') (tensor(732.9059, device='cuda:0')) | > current_lr_0: 0.00019734264459313146 | > current_lr_1: 0.00019734264459313146 | > step_time: 0.8178 (0.8437199585893179) | > loader_time: 0.0106 (0.009924187753977383)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1654374599456787 (2.1654374599456787) | > loss_disc_real_0: 0.1057654470205307 (0.1057654470205307) | > loss_disc_real_1: 0.21036797761917114 (0.21036797761917114) | > loss_disc_real_2: 0.206635981798172 (0.206635981798172) | > loss_disc_real_3: 0.24207009375095367 (0.24207009375095367) | > loss_disc_real_4: 0.2598820626735687 (0.2598820626735687) | > loss_disc_real_5: 0.24585244059562683 (0.24585244059562683) | > loss_0: 2.1654374599456787 (2.1654374599456787) | > loss_gen: 2.901790142059326 (2.901790142059326) | > loss_kl: 2.010805368423462 (2.010805368423462) | > loss_feat: 8.542430877685547 (8.542430877685547) | > loss_mel: 14.654533386230469 (14.654533386230469) | > loss_duration: 1.6938716173171997 (1.6938716173171997) | > loss_1: 29.80343246459961 (29.80343246459961)  --> STEP: 1 | > loss_disc: 2.2739017009735107 (2.2739017009735107) | > loss_disc_real_0: 0.11185189336538315 (0.11185189336538315) | > loss_disc_real_1: 0.21488916873931885 (0.21488916873931885) | > loss_disc_real_2: 0.22895146906375885 (0.22895146906375885) | > loss_disc_real_3: 0.2511460483074188 (0.2511460483074188) | > loss_disc_real_4: 0.22549626231193542 (0.22549626231193542) | > loss_disc_real_5: 0.2569856643676758 (0.2569856643676758) | > loss_0: 2.2739017009735107 (2.2739017009735107) | > loss_gen: 2.6726977825164795 (2.6726977825164795) | > loss_kl: 2.053316831588745 (2.053316831588745) | > loss_feat: 7.416109085083008 (7.416109085083008) | > loss_mel: 13.6722412109375 (13.6722412109375) | > loss_duration: 1.7664916515350342 (1.7664916515350342) | > loss_1: 27.580854415893555 (27.580854415893555)  --> STEP: 2 | > loss_disc: 2.1111769676208496 (2.19253933429718) | > loss_disc_real_0: 0.11174999177455902 (0.11180094256997108) | > loss_disc_real_1: 0.2010970264673233 (0.20799309760332108) | > loss_disc_real_2: 0.2083939015865326 (0.21867268532514572) | > loss_disc_real_3: 0.23066341876983643 (0.24090473353862762) | > loss_disc_real_4: 0.24057748913764954 (0.23303687572479248) | > loss_disc_real_5: 0.24418982863426208 (0.25058774650096893) | > loss_0: 2.1111769676208496 (2.19253933429718) | > loss_gen: 2.9786126613616943 (2.825655221939087) | > loss_kl: 2.0424065589904785 (2.047861695289612) | > loss_feat: 9.112322807312012 (8.26421594619751) | > loss_mel: 14.765252113342285 (14.218746662139893) | > loss_duration: 1.8415634632110596 (1.8040275573730469) | > loss_1: 30.74015998840332 (29.160507202148438)  --> STEP: 3 | > loss_disc: 2.346942901611328 (2.244007190068563) | > loss_disc_real_0: 0.1291651874780655 (0.11758902420600255) | > loss_disc_real_1: 0.2342449128627777 (0.2167437026898066) | > loss_disc_real_2: 0.22963014245033264 (0.22232517103354135) | > loss_disc_real_3: 0.2698393166065216 (0.25054959456125897) | > loss_disc_real_4: 0.24382834136486053 (0.2366340309381485) | > loss_disc_real_5: 0.2509443759918213 (0.25070662299791974) | > loss_0: 2.346942901611328 (2.244007190068563) | > loss_gen: 2.6691291332244873 (2.7734798590342202) | > loss_kl: 1.9522318840026855 (2.015985091527303) | > loss_feat: 6.535374164581299 (7.6879353523254395) | > loss_mel: 12.699846267700195 (13.712446530659994) | > loss_duration: 1.7855844497680664 (1.7978798548380535) | > loss_1: 25.642166137695312 (27.98772684733073)  --> STEP: 4 | > loss_disc: 2.219902276992798 (2.2379809617996216) | > loss_disc_real_0: 0.10570082068443298 (0.11461697332561016) | > loss_disc_real_1: 0.2182396948337555 (0.21711770072579384) | > loss_disc_real_2: 0.2043086588382721 (0.21782104298472404) | > loss_disc_real_3: 0.21526505053043365 (0.24172845855355263) | > loss_disc_real_4: 0.23543810844421387 (0.23633505031466484) | > loss_disc_real_5: 0.27133679389953613 (0.2558641657233238) | > loss_0: 2.219902276992798 (2.2379809617996216) | > loss_gen: 2.6833696365356445 (2.7509523034095764) | > loss_kl: 1.7813905477523804 (1.9573364555835724) | > loss_feat: 7.991830348968506 (7.763909101486206) | > loss_mel: 13.221895217895508 (13.589808702468872) | > loss_duration: 1.728407382965088 (1.780511736869812) | > loss_1: 27.406892776489258 (27.84251832962036) --> EVAL PERFORMANCE | > avg_loader_time: 0.2821264863014221 (+0.004724621772766113) | > avg_loss_disc: 2.2379809617996216 (-0.055632591247558594) | > avg_loss_disc_real_0: 0.11461697332561016 (+0.004563840106129646) | > avg_loss_disc_real_1: 0.21711770072579384 (+0.040905486792325974) | > avg_loss_disc_real_2: 0.21782104298472404 (-0.05074828490614891) | > avg_loss_disc_real_3: 0.24172845855355263 (+0.006228219717741013) | > avg_loss_disc_real_4: 0.23633505031466484 (-0.011562492698431015) | > avg_loss_disc_real_5: 0.2558641657233238 (+0.014770954847335815) | > avg_loss_0: 2.2379809617996216 (-0.055632591247558594) | > avg_loss_gen: 2.7509523034095764 (-0.014244318008422852) | > avg_loss_kl: 1.9573364555835724 (+0.08611103892326355) | > avg_loss_feat: 7.763909101486206 (+0.010587811470031738) | > avg_loss_mel: 13.589808702468872 (+0.02895379066467285) | > avg_loss_duration: 1.780511736869812 (-0.0030465424060821533) | > avg_loss_1: 27.84251832962036 (+0.10836219787597656)  > EPOCH: 108/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 08:30:00)   --> TIME: 2025-05-09 08:30:34 -- STEP: 37/725 -- GLOBAL_STEP: 124200 | > loss_disc: 2.279301166534424 (2.2653550328435124) | > loss_disc_real_0: 0.17494270205497742 (0.15634447920161323) | > loss_disc_real_1: 0.19525881111621857 (0.1972970910168983) | > loss_disc_real_2: 0.18577657639980316 (0.19284763529494003) | > loss_disc_real_3: 0.22946321964263916 (0.20727001170854312) | > loss_disc_real_4: 0.2051691859960556 (0.20033364803404421) | > loss_disc_real_5: 0.2589614689350128 (0.2071496596610224) | > loss_0: 2.279301166534424 (2.2653550328435124) | > grad_norm_0: tensor(24.9309, device='cuda:0') (tensor(37.0288, device='cuda:0')) | > loss_gen: 2.887894868850708 (2.7557002660390495) | > loss_kl: 1.6158849000930786 (1.7193222561398067) | > loss_feat: 7.802812576293945 (8.137693031414136) | > loss_mel: 13.00495719909668 (13.413674122578389) | > loss_duration: 1.7137279510498047 (1.708934574513822) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.025278091430664 (27.73532413791966) | > grad_norm_1: tensor(596.4402, device='cuda:0') (tensor(627.0223, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8388 (0.8537568723833239) | > loader_time: 0.0108 (0.012174651429459855)  --> TIME: 2025-05-09 08:31:18 -- STEP: 87/725 -- GLOBAL_STEP: 124250 | > loss_disc: 2.3935182094573975 (2.2311493062424925) | > loss_disc_real_0: 0.14090506732463837 (0.14439309354143576) | > loss_disc_real_1: 0.2196010947227478 (0.19525861192023616) | > loss_disc_real_2: 0.19456864893436432 (0.1926356115560422) | > loss_disc_real_3: 0.21113090217113495 (0.206248893991284) | > loss_disc_real_4: 0.21160347759723663 (0.19821656075702315) | > loss_disc_real_5: 0.235978901386261 (0.20504085608254904) | > loss_0: 2.3935182094573975 (2.2311493062424925) | > grad_norm_0: tensor(20.7672, device='cuda:0') (tensor(33.8781, device='cuda:0')) | > loss_gen: 2.4062445163726807 (2.754344762056724) | > loss_kl: 1.8701550960540771 (1.7436108178105847) | > loss_feat: 6.431334495544434 (8.231884227401908) | > loss_mel: 11.421314239501953 (13.464783920638864) | > loss_duration: 1.6882917881011963 (1.7114514153579186) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.817340850830078 (27.906075006243828) | > grad_norm_1: tensor(561.8828, device='cuda:0') (tensor(720.1777, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8205 (0.8515758377382125) | > loader_time: 0.0093 (0.01093060942901962)  --> TIME: 2025-05-09 08:32:01 -- STEP: 137/725 -- GLOBAL_STEP: 124300 | > loss_disc: 2.111898899078369 (2.2163318734969546) | > loss_disc_real_0: 0.1369059681892395 (0.1405321746847056) | > loss_disc_real_1: 0.18387988209724426 (0.19444677375093863) | > loss_disc_real_2: 0.17971357703208923 (0.19038882275132368) | > loss_disc_real_3: 0.1802503615617752 (0.2042435229259686) | > loss_disc_real_4: 0.17610304057598114 (0.1982237700998348) | > loss_disc_real_5: 0.20224277675151825 (0.20390335252902803) | > loss_0: 2.111898899078369 (2.2163318734969546) | > grad_norm_0: tensor(38.8931, device='cuda:0') (tensor(34.4528, device='cuda:0')) | > loss_gen: 2.9277491569519043 (2.7779462163465736) | > loss_kl: 1.8595061302185059 (1.762235594491889) | > loss_feat: 9.513407707214355 (8.32055769871621) | > loss_mel: 13.807714462280273 (13.520341713063038) | > loss_duration: 1.7065019607543945 (1.7118158975656885) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.81488037109375 (28.092897164560583) | > grad_norm_1: tensor(680.7715, device='cuda:0') (tensor(721.3796, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8175 (0.8510701464910577) | > loader_time: 0.0095 (0.01067017812798493)  --> TIME: 2025-05-09 08:32:44 -- STEP: 187/725 -- GLOBAL_STEP: 124350 | > loss_disc: 2.238853693008423 (2.2176561903826064) | > loss_disc_real_0: 0.09912160784006119 (0.13952050664845642) | > loss_disc_real_1: 0.14455588161945343 (0.1946084372659418) | > loss_disc_real_2: 0.15995852649211884 (0.19089953441989613) | > loss_disc_real_3: 0.19049303233623505 (0.20380821624860407) | > loss_disc_real_4: 0.17548853158950806 (0.19837483954939616) | > loss_disc_real_5: 0.2217627465724945 (0.20347908908192486) | > loss_0: 2.238853693008423 (2.2176561903826064) | > grad_norm_0: tensor(8.9909, device='cuda:0') (tensor(34.6225, device='cuda:0')) | > loss_gen: 2.6869640350341797 (2.7744773122716064) | > loss_kl: 1.7400424480438232 (1.7669766229741715) | > loss_feat: 8.985434532165527 (8.27322738820856) | > loss_mel: 13.119750022888184 (13.474417222374901) | > loss_duration: 1.7197386026382446 (1.711971463366626) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.251928329467773 (28.00107006338191) | > grad_norm_1: tensor(585.5701, device='cuda:0') (tensor(717.2889, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8543 (0.8487019271136605) | > loader_time: 0.0096 (0.010529412305291325)  --> TIME: 2025-05-09 08:33:27 -- STEP: 237/725 -- GLOBAL_STEP: 124400 | > loss_disc: 2.1057562828063965 (2.2121795486297304) | > loss_disc_real_0: 0.13640852272510529 (0.13886115090127749) | > loss_disc_real_1: 0.17225991189479828 (0.1947326098061815) | > loss_disc_real_2: 0.15596571564674377 (0.1901628279484777) | > loss_disc_real_3: 0.22241373360157013 (0.20366699025349275) | > loss_disc_real_4: 0.16900256276130676 (0.1984638844612782) | > loss_disc_real_5: 0.2150523066520691 (0.20227652489510267) | > loss_0: 2.1057562828063965 (2.2121795486297304) | > grad_norm_0: tensor(11.3395, device='cuda:0') (tensor(34.8409, device='cuda:0')) | > loss_gen: 2.99662184715271 (2.7883987748673182) | > loss_kl: 2.0435733795166016 (1.7681662060540437) | > loss_feat: 9.426870346069336 (8.336381888087788) | > loss_mel: 14.943487167358398 (13.540775488197552) | > loss_duration: 1.692132830619812 (1.7110311094718647) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.102685928344727 (28.144753548666394) | > grad_norm_1: tensor(1005.4875, device='cuda:0') (tensor(714.3373, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8057 (0.8493623793879642) | > loader_time: 0.0096 (0.01047997333832431)  --> TIME: 2025-05-09 08:34:10 -- STEP: 287/725 -- GLOBAL_STEP: 124450 | > loss_disc: 2.355564832687378 (2.212539664959661) | > loss_disc_real_0: 0.17768266797065735 (0.1386976380692958) | > loss_disc_real_1: 0.22049404680728912 (0.19450537304845006) | > loss_disc_real_2: 0.2019158899784088 (0.19013578992479774) | > loss_disc_real_3: 0.23939043283462524 (0.20403125783499937) | > loss_disc_real_4: 0.20067059993743896 (0.19838110687217647) | > loss_disc_real_5: 0.22566893696784973 (0.20296830704714777) | > loss_0: 2.355564832687378 (2.212539664959661) | > grad_norm_0: tensor(30.7217, device='cuda:0') (tensor(34.4423, device='cuda:0')) | > loss_gen: 2.6493189334869385 (2.7796620417139657) | > loss_kl: 1.8887364864349365 (1.7681074404134987) | > loss_feat: 6.691015720367432 (8.309363503073975) | > loss_mel: 11.074614524841309 (13.51773699650781) | > loss_duration: 1.7218413352966309 (1.710391248144755) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.02552604675293 (28.08526125519117) | > grad_norm_1: tensor(713.3247, device='cuda:0') (tensor(724.8022, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.802 (0.8478530034786318) | > loader_time: 0.0096 (0.010414339524112927)  --> TIME: 2025-05-09 08:34:53 -- STEP: 337/725 -- GLOBAL_STEP: 124500 | > loss_disc: 2.246121406555176 (2.2095176243286843) | > loss_disc_real_0: 0.21069103479385376 (0.1378077291372269) | > loss_disc_real_1: 0.16980773210525513 (0.1943006274077588) | > loss_disc_real_2: 0.19519075751304626 (0.18987856907023884) | > loss_disc_real_3: 0.23655812442302704 (0.20379577669969998) | > loss_disc_real_4: 0.20672176778316498 (0.1984014259955296) | > loss_disc_real_5: 0.21310077607631683 (0.20271854330329575) | > loss_0: 2.246121406555176 (2.2095176243286843) | > grad_norm_0: tensor(77.1849, device='cuda:0') (tensor(35.2426, device='cuda:0')) | > loss_gen: 2.9452056884765625 (2.7837878447965605) | > loss_kl: 1.6976146697998047 (1.7623749790984025) | > loss_feat: 9.0946044921875 (8.312390017580208) | > loss_mel: 14.110372543334961 (13.517643373868585) | > loss_duration: 1.6963605880737305 (1.709253231566455) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.544158935546875 (28.085449445141528) | > grad_norm_1: tensor(751.2910, device='cuda:0') (tensor(737.4422, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8677 (0.8481929019226166) | > loader_time: 0.0144 (0.010396260536035366)  --> TIME: 2025-05-09 08:35:37 -- STEP: 387/725 -- GLOBAL_STEP: 124550 | > loss_disc: 2.263794183731079 (2.2098782767929177) | > loss_disc_real_0: 0.14647634327411652 (0.13748974895985558) | > loss_disc_real_1: 0.22503872215747833 (0.1943934470107081) | > loss_disc_real_2: 0.20289583504199982 (0.1898852825087787) | > loss_disc_real_3: 0.2256985306739807 (0.20410269005970122) | > loss_disc_real_4: 0.22025299072265625 (0.19821750998342993) | > loss_disc_real_5: 0.2533349394798279 (0.2033770153496308) | > loss_0: 2.263794183731079 (2.2098782767929177) | > grad_norm_0: tensor(50.5101, device='cuda:0') (tensor(34.9366, device='cuda:0')) | > loss_gen: 2.719320297241211 (2.7801372592147304) | > loss_kl: 1.72954523563385 (1.7640046352563905) | > loss_feat: 7.4260783195495605 (8.297095249481591) | > loss_mel: 12.562189102172852 (13.49128720926684) | > loss_duration: 1.7639589309692383 (1.7090836473829683) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.201091766357422 (28.041608016928347) | > grad_norm_1: tensor(1310.2653, device='cuda:0') (tensor(739.4034, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8471 (0.8496650639122464) | > loader_time: 0.012 (0.010336331310814352)  --> TIME: 2025-05-09 08:36:19 -- STEP: 437/725 -- GLOBAL_STEP: 124600 | > loss_disc: 2.06984281539917 (2.208645216933108) | > loss_disc_real_0: 0.09447004646062851 (0.1371130194148429) | > loss_disc_real_1: 0.1896326094865799 (0.19425458650294375) | > loss_disc_real_2: 0.18882597982883453 (0.18972051944967272) | > loss_disc_real_3: 0.17803700268268585 (0.20402353545075416) | > loss_disc_real_4: 0.19908471405506134 (0.19820917641543687) | > loss_disc_real_5: 0.25489744544029236 (0.2031692191617439) | > loss_0: 2.06984281539917 (2.208645216933108) | > grad_norm_0: tensor(24.4946, device='cuda:0') (tensor(35.1981, device='cuda:0')) | > loss_gen: 3.011974573135376 (2.78064071177345) | > loss_kl: 1.7516614198684692 (1.7629657432743835) | > loss_feat: 8.680326461791992 (8.296518242877463) | > loss_mel: 14.412808418273926 (13.465573217012244) | > loss_duration: 1.6632506847381592 (1.7083246072315246) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.52001953125 (28.014022539082053) | > grad_norm_1: tensor(676.3282, device='cuda:0') (tensor(747.9031, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8777 (0.8485222632061155) | > loader_time: 0.0096 (0.010255323121967792)  --> TIME: 2025-05-09 08:37:02 -- STEP: 487/725 -- GLOBAL_STEP: 124650 | > loss_disc: 2.110564708709717 (2.2098716404403786) | > loss_disc_real_0: 0.11333051323890686 (0.1364312537121578) | > loss_disc_real_1: 0.16584230959415436 (0.19449218146854846) | > loss_disc_real_2: 0.196598082780838 (0.19002472029451967) | > loss_disc_real_3: 0.19829699397087097 (0.2044870239630861) | > loss_disc_real_4: 0.16781581938266754 (0.19840464981184847) | > loss_disc_real_5: 0.2358575463294983 (0.20319612338006857) | > loss_0: 2.110564708709717 (2.2098716404403786) | > grad_norm_0: tensor(29.2961, device='cuda:0') (tensor(35.3301, device='cuda:0')) | > loss_gen: 2.908351421356201 (2.78092143276144) | > loss_kl: 1.5563884973526 (1.7591513099122098) | > loss_feat: 9.00153923034668 (8.302815445149948) | > loss_mel: 14.78170108795166 (13.49920736348115) | > loss_duration: 1.6752574443817139 (1.7089051784186395) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.92323875427246 (28.051000747837325) | > grad_norm_1: tensor(987.6224, device='cuda:0') (tensor(754.6153, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8072 (0.8481369449372655) | > loader_time: 0.0095 (0.01023681305761944)  --> TIME: 2025-05-09 08:37:45 -- STEP: 537/725 -- GLOBAL_STEP: 124700 | > loss_disc: 2.2180161476135254 (2.210151332494714) | > loss_disc_real_0: 0.1602393388748169 (0.13738476371937192) | > loss_disc_real_1: 0.2013060599565506 (0.19483853166218795) | > loss_disc_real_2: 0.19461920857429504 (0.18992104421558775) | > loss_disc_real_3: 0.20361830294132233 (0.20446431045758653) | > loss_disc_real_4: 0.17765599489212036 (0.19828523911910353) | > loss_disc_real_5: 0.2436041682958603 (0.20251523561817303) | > loss_0: 2.2180161476135254 (2.210151332494714) | > grad_norm_0: tensor(46.7071, device='cuda:0') (tensor(35.9539, device='cuda:0')) | > loss_gen: 2.9016976356506348 (2.78534595082814) | > loss_kl: 1.7178902626037598 (1.757994624711504) | > loss_feat: 8.627897262573242 (8.319327167070552) | > loss_mel: 13.817269325256348 (13.521658357517234) | > loss_duration: 1.736980676651001 (1.7091510229270557) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.801733016967773 (28.093477131934137) | > grad_norm_1: tensor(712.9376, device='cuda:0') (tensor(749.2394, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8512 (0.8475718897814192) | > loader_time: 0.0104 (0.010210044779147068)  --> TIME: 2025-05-09 08:38:28 -- STEP: 587/725 -- GLOBAL_STEP: 124750 | > loss_disc: 2.329296827316284 (2.2109039278615303) | > loss_disc_real_0: 0.16695421934127808 (0.1373169096393013) | > loss_disc_real_1: 0.22810356318950653 (0.19485900161416608) | > loss_disc_real_2: 0.180642768740654 (0.1898046278567697) | > loss_disc_real_3: 0.19211775064468384 (0.2044453520638776) | > loss_disc_real_4: 0.21976034343242645 (0.1983649152913329) | > loss_disc_real_5: 0.18944360315799713 (0.20312128276952895) | > loss_0: 2.329296827316284 (2.2109039278615303) | > grad_norm_0: tensor(18.4566, device='cuda:0') (tensor(35.3110, device='cuda:0')) | > loss_gen: 2.4216413497924805 (2.77890248071193) | > loss_kl: 1.7974357604980469 (1.7644768593867755) | > loss_feat: 6.639006614685059 (8.301763545106173) | > loss_mel: 11.675070762634277 (13.505251202104033) | > loss_duration: 1.6852338314056396 (1.7087492471659211) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.218387603759766 (28.059143339348815) | > grad_norm_1: tensor(608.5399, device='cuda:0') (tensor(744.1006, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8577 (0.8475987968087398) | > loader_time: 0.0094 (0.010177884028758062)  --> TIME: 2025-05-09 08:39:11 -- STEP: 637/725 -- GLOBAL_STEP: 124800 | > loss_disc: 2.0792343616485596 (2.2101588565476105) | > loss_disc_real_0: 0.1064891442656517 (0.13716564390053923) | > loss_disc_real_1: 0.16195785999298096 (0.19497044421907866) | > loss_disc_real_2: 0.17152976989746094 (0.18984586746670207) | > loss_disc_real_3: 0.18854773044586182 (0.2044063503832046) | > loss_disc_real_4: 0.18455682694911957 (0.1982862022317934) | > loss_disc_real_5: 0.16683852672576904 (0.20273274547030076) | > loss_0: 2.0792343616485596 (2.2101588565476105) | > grad_norm_0: tensor(34.2671, device='cuda:0') (tensor(35.4769, device='cuda:0')) | > loss_gen: 2.9028825759887695 (2.7799984997071148) | > loss_kl: 1.8629995584487915 (1.7618825596580325) | > loss_feat: 9.876531600952148 (8.301569907219854) | > loss_mel: 14.45297908782959 (13.508968387705565) | > loss_duration: 1.6866508722305298 (1.7086717483574412) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.782045364379883 (28.06109112809928) | > grad_norm_1: tensor(889.3232, device='cuda:0') (tensor(747.4202, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.8222 (0.8472359262792802) | > loader_time: 0.0093 (0.010155544550489963)  --> TIME: 2025-05-09 08:39:54 -- STEP: 687/725 -- GLOBAL_STEP: 124850 | > loss_disc: 2.2458810806274414 (2.210792785301656) | > loss_disc_real_0: 0.1642702966928482 (0.13723912149168843) | > loss_disc_real_1: 0.1782722920179367 (0.19491885444135815) | > loss_disc_real_2: 0.18760931491851807 (0.19009927481282754) | > loss_disc_real_3: 0.18560977280139923 (0.2042799175349559) | > loss_disc_real_4: 0.1930471807718277 (0.1985043565128568) | > loss_disc_real_5: 0.1963140368461609 (0.2026144609375812) | > loss_0: 2.2458810806274414 (2.210792785301656) | > grad_norm_0: tensor(11.2521, device='cuda:0') (tensor(35.5813, device='cuda:0')) | > loss_gen: 2.6153335571289062 (2.781001472056696) | > loss_kl: 1.8691433668136597 (1.762084322031235) | > loss_feat: 8.3123197555542 (8.30784585555741) | > loss_mel: 12.51157283782959 (13.52134690985756) | > loss_duration: 1.7126082181930542 (1.708759010965995) | > amp_scaler: 256.0 (129.11790393013095) | > loss_1: 27.020977020263672 (28.08103761020533) | > grad_norm_1: tensor(297.1129, device='cuda:0') (tensor(745.4600, device='cuda:0')) | > current_lr_0: 0.0001973179767625573 | > current_lr_1: 0.0001973179767625573 | > step_time: 0.86 (0.8466451116003841) | > loader_time: 0.0102 (0.010120528233623914)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.296823263168335 (2.296823263168335) | > loss_disc_real_0: 0.17051076889038086 (0.17051076889038086) | > loss_disc_real_1: 0.19556105136871338 (0.19556105136871338) | > loss_disc_real_2: 0.1678164154291153 (0.1678164154291153) | > loss_disc_real_3: 0.20246532559394836 (0.20246532559394836) | > loss_disc_real_4: 0.18354953825473785 (0.18354953825473785) | > loss_disc_real_5: 0.2126523107290268 (0.2126523107290268) | > loss_0: 2.296823263168335 (2.296823263168335) | > loss_gen: 2.3725876808166504 (2.3725876808166504) | > loss_kl: 1.9842687845230103 (1.9842687845230103) | > loss_feat: 7.433283805847168 (7.433283805847168) | > loss_mel: 12.689205169677734 (12.689205169677734) | > loss_duration: 1.6857064962387085 (1.6857064962387085) | > loss_1: 26.16505241394043 (26.16505241394043)  --> STEP: 1 | > loss_disc: 2.127114772796631 (2.127114772796631) | > loss_disc_real_0: 0.1366041898727417 (0.1366041898727417) | > loss_disc_real_1: 0.17409850656986237 (0.17409850656986237) | > loss_disc_real_2: 0.1590505838394165 (0.1590505838394165) | > loss_disc_real_3: 0.1790807843208313 (0.1790807843208313) | > loss_disc_real_4: 0.16444805264472961 (0.16444805264472961) | > loss_disc_real_5: 0.22115099430084229 (0.22115099430084229) | > loss_0: 2.127114772796631 (2.127114772796631) | > loss_gen: 2.5925533771514893 (2.5925533771514893) | > loss_kl: 1.9992035627365112 (1.9992035627365112) | > loss_feat: 8.264710426330566 (8.264710426330566) | > loss_mel: 14.786921501159668 (14.786921501159668) | > loss_duration: 1.75675368309021 (1.75675368309021) | > loss_1: 29.400142669677734 (29.400142669677734)  --> STEP: 2 | > loss_disc: 2.3208537101745605 (2.2239842414855957) | > loss_disc_real_0: 0.16418582201004028 (0.150395005941391) | > loss_disc_real_1: 0.1807628720998764 (0.17743068933486938) | > loss_disc_real_2: 0.1710769087076187 (0.1650637462735176) | > loss_disc_real_3: 0.1860043853521347 (0.182542584836483) | > loss_disc_real_4: 0.20965877175331116 (0.18705341219902039) | > loss_disc_real_5: 0.2204822152853012 (0.22081660479307175) | > loss_0: 2.3208537101745605 (2.2239842414855957) | > loss_gen: 2.318129301071167 (2.455341339111328) | > loss_kl: 1.9563347101211548 (1.977769136428833) | > loss_feat: 7.133831977844238 (7.699271202087402) | > loss_mel: 12.81417465209961 (13.800548076629639) | > loss_duration: 1.8250547647476196 (1.7909042239189148) | > loss_1: 26.04752540588379 (27.72383403778076)  --> STEP: 3 | > loss_disc: 2.2434844970703125 (2.2304843266805015) | > loss_disc_real_0: 0.15673032402992249 (0.15250677863756815) | > loss_disc_real_1: 0.19641096889972687 (0.18375744918982187) | > loss_disc_real_2: 0.17442694306373596 (0.16818481187025705) | > loss_disc_real_3: 0.19229447841644287 (0.18579321602980295) | > loss_disc_real_4: 0.18409119546413422 (0.186066006620725) | > loss_disc_real_5: 0.19348891079425812 (0.21170737346013388) | > loss_0: 2.2434844970703125 (2.2304843266805015) | > loss_gen: 2.4639904499053955 (2.458224376042684) | > loss_kl: 2.0525901317596436 (2.00270946820577) | > loss_feat: 7.459133148193359 (7.619225184122722) | > loss_mel: 12.39258098602295 (13.331225713094076) | > loss_duration: 1.7907428741455078 (1.7908504406611125) | > loss_1: 26.159038543701172 (27.20223553975423)  --> STEP: 4 | > loss_disc: 2.2264580726623535 (2.2294777631759644) | > loss_disc_real_0: 0.1394282430410385 (0.14923714473843575) | > loss_disc_real_1: 0.19038477540016174 (0.18541428074240685) | > loss_disc_real_2: 0.16568680107593536 (0.16756030917167664) | > loss_disc_real_3: 0.1962466984987259 (0.1884065866470337) | > loss_disc_real_4: 0.20962539315223694 (0.19195585325360298) | > loss_disc_real_5: 0.1854674071073532 (0.2051473818719387) | > loss_0: 2.2264580726623535 (2.2294777631759644) | > loss_gen: 2.461535930633545 (2.459052264690399) | > loss_kl: 1.9044657945632935 (1.9781485497951508) | > loss_feat: 7.542201519012451 (7.599969267845154) | > loss_mel: 13.114885330200195 (13.277140617370605) | > loss_duration: 1.7237498760223389 (1.774075299501419) | > loss_1: 26.74683952331543 (27.08838653564453) --> EVAL PERFORMANCE | > avg_loader_time: 0.27650320529937744 (-0.005623281002044678) | > avg_loss_disc: 2.2294777631759644 (-0.008503198623657227) | > avg_loss_disc_real_0: 0.14923714473843575 (+0.034620171412825584) | > avg_loss_disc_real_1: 0.18541428074240685 (-0.03170341998338699) | > avg_loss_disc_real_2: 0.16756030917167664 (-0.05026073381304741) | > avg_loss_disc_real_3: 0.1884065866470337 (-0.053321871906518936) | > avg_loss_disc_real_4: 0.19195585325360298 (-0.04437919706106186) | > avg_loss_disc_real_5: 0.2051473818719387 (-0.05071678385138512) | > avg_loss_0: 2.2294777631759644 (-0.008503198623657227) | > avg_loss_gen: 2.459052264690399 (-0.29190003871917725) | > avg_loss_kl: 1.9781485497951508 (+0.02081209421157837) | > avg_loss_feat: 7.599969267845154 (-0.16393983364105225) | > avg_loss_mel: 13.277140617370605 (-0.3126680850982666) | > avg_loss_duration: 1.774075299501419 (-0.006436437368392944) | > avg_loss_1: 27.08838653564453 (-0.7541317939758301)  > EPOCH: 109/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 08:40:33)   --> TIME: 2025-05-09 08:40:45 -- STEP: 12/725 -- GLOBAL_STEP: 124900 | > loss_disc: 2.3311727046966553 (2.243820389111837) | > loss_disc_real_0: 0.11901895701885223 (0.14180661489566165) | > loss_disc_real_1: 0.21079736948013306 (0.1945705239971479) | > loss_disc_real_2: 0.212472602725029 (0.18708660950263342) | > loss_disc_real_3: 0.1983785331249237 (0.20819466561079025) | > loss_disc_real_4: 0.1804245263338089 (0.20605523884296417) | > loss_disc_real_5: 0.20747926831245422 (0.21279055376847586) | > loss_0: 2.3311727046966553 (2.243820389111837) | > grad_norm_0: tensor(26.4794, device='cuda:0') (tensor(28.4917, device='cuda:0')) | > loss_gen: 2.6274755001068115 (2.7354414661725364) | > loss_kl: 1.6780154705047607 (1.7857007384300232) | > loss_feat: 8.3328218460083 (8.236987789471945) | > loss_mel: 13.401986122131348 (13.682973702748617) | > loss_duration: 1.738996148109436 (1.70795539021492) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.779294967651367 (28.14905818303426) | > grad_norm_1: tensor(878.6670, device='cuda:0') (tensor(709.5068, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8424 (0.8301697572072347) | > loader_time: 0.0086 (0.009845654169718424)  --> TIME: 2025-05-09 08:41:28 -- STEP: 62/725 -- GLOBAL_STEP: 124950 | > loss_disc: 2.3242084980010986 (2.25941759924735) | > loss_disc_real_0: 0.14401894807815552 (0.1457471845130767) | > loss_disc_real_1: 0.2111857533454895 (0.19777571914657469) | > loss_disc_real_2: 0.18707923591136932 (0.19381896262207338) | > loss_disc_real_3: 0.21004199981689453 (0.2080433758035783) | > loss_disc_real_4: 0.22934307157993317 (0.20218852018156358) | > loss_disc_real_5: 0.21310579776763916 (0.20881499133763776) | > loss_0: 2.3242084980010986 (2.25941759924735) | > grad_norm_0: tensor(38.9066, device='cuda:0') (tensor(33.2325, device='cuda:0')) | > loss_gen: 2.5291032791137695 (2.6996484994888306) | > loss_kl: 1.7933958768844604 (1.772111383176619) | > loss_feat: 6.559052467346191 (7.88551123680607) | > loss_mel: 11.481587409973145 (13.179786912856564) | > loss_duration: 1.7470269203186035 (1.7024247184876473) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.110166549682617 (27.23948263352917) | > grad_norm_1: tensor(763.3495, device='cuda:0') (tensor(737.3157, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8462 (0.8458846845934468) | > loader_time: 0.0096 (0.009933560125289424)  --> TIME: 2025-05-09 08:42:11 -- STEP: 112/725 -- GLOBAL_STEP: 125000 | > loss_disc: 2.2157158851623535 (2.2378228838954657) | > loss_disc_real_0: 0.121236652135849 (0.14072798172544165) | > loss_disc_real_1: 0.1960156112909317 (0.19572592433542016) | > loss_disc_real_2: 0.21319472789764404 (0.19133310153016023) | > loss_disc_real_3: 0.19730199873447418 (0.2063012413148369) | > loss_disc_real_4: 0.17519240081310272 (0.19990245439112186) | > loss_disc_real_5: 0.24925552308559418 (0.20704151011471236) | > loss_0: 2.2157158851623535 (2.2378228838954657) | > grad_norm_0: tensor(18.9624, device='cuda:0') (tensor(33.6422, device='cuda:0')) | > loss_gen: 2.7508437633514404 (2.733034746987479) | > loss_kl: 1.608113408088684 (1.7761934601834841) | > loss_feat: 8.340948104858398 (8.027334064245224) | > loss_mel: 13.602222442626953 (13.301938874380928) | > loss_duration: 1.7005811929702759 (1.7069307661482267) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.002708435058594 (27.54543169907161) | > grad_norm_1: tensor(349.6254, device='cuda:0') (tensor(718.4650, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8204 (0.8482893982103893) | > loader_time: 0.0104 (0.009927483541624885) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_125000.pth  --> TIME: 2025-05-09 08:42:57 -- STEP: 162/725 -- GLOBAL_STEP: 125050 | > loss_disc: 2.203157901763916 (2.2236002404012796) | > loss_disc_real_0: 0.12635523080825806 (0.1392988360222476) | > loss_disc_real_1: 0.1901683360338211 (0.1946323044874051) | > loss_disc_real_2: 0.18005192279815674 (0.19026168417415507) | > loss_disc_real_3: 0.18468602001667023 (0.20533867336717654) | > loss_disc_real_4: 0.17872506380081177 (0.19954772735083545) | > loss_disc_real_5: 0.23625534772872925 (0.20606884470692388) | > loss_0: 2.203157901763916 (2.2236002404012796) | > grad_norm_0: tensor(27.0983, device='cuda:0') (tensor(34.5015, device='cuda:0')) | > loss_gen: 2.7506792545318604 (2.749288872436241) | > loss_kl: 1.6934174299240112 (1.7656811608208551) | > loss_feat: 7.859382629394531 (8.117889613281065) | > loss_mel: 13.473834037780762 (13.332465030528887) | > loss_duration: 1.6768271923065186 (1.7075972844053198) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.454139709472656 (27.672921816507976) | > grad_norm_1: tensor(688.5365, device='cuda:0') (tensor(738.0241, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8309 (0.8472544469951112) | > loader_time: 0.0109 (0.009905582592811116)  --> TIME: 2025-05-09 08:43:40 -- STEP: 212/725 -- GLOBAL_STEP: 125100 | > loss_disc: 2.4573497772216797 (2.226277290650132) | > loss_disc_real_0: 0.11612442135810852 (0.14099978244389014) | > loss_disc_real_1: 0.21203204989433289 (0.1953726561986051) | > loss_disc_real_2: 0.22681504487991333 (0.19079712665868262) | > loss_disc_real_3: 0.21364788711071014 (0.20498023632000079) | > loss_disc_real_4: 0.2619553804397583 (0.1995389259086465) | > loss_disc_real_5: 0.21062615513801575 (0.20397782571754366) | > loss_0: 2.4573497772216797 (2.226277290650132) | > grad_norm_0: tensor(16.4635, device='cuda:0') (tensor(35.3271, device='cuda:0')) | > loss_gen: 2.4482011795043945 (2.7571345297795418) | > loss_kl: 1.542708396911621 (1.7573582575006306) | > loss_feat: 7.0045294761657715 (8.160052702112019) | > loss_mel: 11.916598320007324 (13.352888656112388) | > loss_duration: 1.7089948654174805 (1.7075600236091975) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.62103271484375 (27.734994087579114) | > grad_norm_1: tensor(337.7117, device='cuda:0') (tensor(712.2200, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8478 (0.8487999495470299) | > loader_time: 0.0097 (0.009880365065808574)  --> TIME: 2025-05-09 08:44:24 -- STEP: 262/725 -- GLOBAL_STEP: 125150 | > loss_disc: 2.1835975646972656 (2.2202093232678988) | > loss_disc_real_0: 0.10393952578306198 (0.14083277419891987) | > loss_disc_real_1: 0.1888301819562912 (0.1954387168165382) | > loss_disc_real_2: 0.20287014544010162 (0.19014057437427176) | > loss_disc_real_3: 0.22032909095287323 (0.20480577556686547) | > loss_disc_real_4: 0.18698258697986603 (0.19880074490117663) | > loss_disc_real_5: 0.2155718058347702 (0.20359626207642884) | > loss_0: 2.1835975646972656 (2.2202093232678988) | > grad_norm_0: tensor(16.5112, device='cuda:0') (tensor(34.8590, device='cuda:0')) | > loss_gen: 2.7415390014648438 (2.7611298324497597) | > loss_kl: 1.7723718881607056 (1.7490312862032242) | > loss_feat: 7.786077976226807 (8.206736235218191) | > loss_mel: 12.912351608276367 (13.403531423961846) | > loss_duration: 1.6835864782333374 (1.7085781939157092) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.89592742919922 (27.82900690850411) | > grad_norm_1: tensor(753.1358, device='cuda:0') (tensor(707.1411, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.882 (0.8489634317296152) | > loader_time: 0.0098 (0.009915614856108462)  --> TIME: 2025-05-09 08:45:07 -- STEP: 312/725 -- GLOBAL_STEP: 125200 | > loss_disc: 2.379939556121826 (2.2185134620238554) | > loss_disc_real_0: 0.15997520089149475 (0.1400130217751632) | > loss_disc_real_1: 0.18668171763420105 (0.19519961682649759) | > loss_disc_real_2: 0.2000226527452469 (0.19007894955575472) | > loss_disc_real_3: 0.2006158083677292 (0.2043892037696563) | > loss_disc_real_4: 0.1967676430940628 (0.1986709860368416) | > loss_disc_real_5: 0.21024112403392792 (0.2038370549487763) | > loss_0: 2.379939556121826 (2.2185134620238554) | > grad_norm_0: tensor(18.1759, device='cuda:0') (tensor(34.2455, device='cuda:0')) | > loss_gen: 2.460416078567505 (2.7608785529931397) | > loss_kl: 1.6112669706344604 (1.7494208388603651) | > loss_feat: 6.82832670211792 (8.207369753947624) | > loss_mel: 12.954931259155273 (13.376500618763465) | > loss_duration: 1.6888693571090698 (1.7077562847198577) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.54380989074707 (27.801926001524315) | > grad_norm_1: tensor(238.2213, device='cuda:0') (tensor(698.9628, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8355 (0.8481853382709696) | > loader_time: 0.0096 (0.009892689111905224)  --> TIME: 2025-05-09 08:45:50 -- STEP: 362/725 -- GLOBAL_STEP: 125250 | > loss_disc: 2.0917091369628906 (2.216052040869359) | > loss_disc_real_0: 0.1568019837141037 (0.13969000017280747) | > loss_disc_real_1: 0.2057482749223709 (0.19492473580889938) | > loss_disc_real_2: 0.1965734362602234 (0.18991046526484734) | > loss_disc_real_3: 0.20846377313137054 (0.2042082113044038) | > loss_disc_real_4: 0.18347176909446716 (0.19826186143726268) | > loss_disc_real_5: 0.19413314759731293 (0.20398314984628516) | > loss_0: 2.0917091369628906 (2.216052040869359) | > grad_norm_0: tensor(36.1954, device='cuda:0') (tensor(34.2633, device='cuda:0')) | > loss_gen: 2.9769554138183594 (2.763580539608529) | > loss_kl: 1.9964895248413086 (1.7474464675339545) | > loss_feat: 9.096505165100098 (8.23741142921027) | > loss_mel: 14.24339485168457 (13.439741574598285) | > loss_duration: 1.659783959388733 (1.706937844582025) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.973129272460938 (27.895117828200537) | > grad_norm_1: tensor(804.8926, device='cuda:0') (tensor(709.6447, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8393 (0.8480890212138054) | > loader_time: 0.0098 (0.009897230738434352)  --> TIME: 2025-05-09 08:46:33 -- STEP: 412/725 -- GLOBAL_STEP: 125300 | > loss_disc: 2.11518931388855 (2.215280751580172) | > loss_disc_real_0: 0.09818747639656067 (0.1386222088148872) | > loss_disc_real_1: 0.22479002177715302 (0.19509328720928396) | > loss_disc_real_2: 0.1945248395204544 (0.19019915206918445) | > loss_disc_real_3: 0.20150500535964966 (0.20422445534213077) | > loss_disc_real_4: 0.2008911669254303 (0.1984741687412979) | > loss_disc_real_5: 0.21528753638267517 (0.2036712734227621) | > loss_0: 2.11518931388855 (2.215280751580172) | > grad_norm_0: tensor(12.4156, device='cuda:0') (tensor(34.8497, device='cuda:0')) | > loss_gen: 2.784404754638672 (2.767724778467013) | > loss_kl: 1.6763712167739868 (1.7420330487408684) | > loss_feat: 8.097740173339844 (8.238508171248217) | > loss_mel: 12.691545486450195 (13.464579839150886) | > loss_duration: 1.7203949689865112 (1.7073584421745776) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.970455169677734 (27.92020422278099) | > grad_norm_1: tensor(499.4330, device='cuda:0') (tensor(716.1205, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8412 (0.8481081533200531) | > loader_time: 0.0096 (0.009917030056703451)  --> TIME: 2025-05-09 08:47:16 -- STEP: 462/725 -- GLOBAL_STEP: 125350 | > loss_disc: 2.2143867015838623 (2.2143618854093328) | > loss_disc_real_0: 0.1685640662908554 (0.13790321069491382) | > loss_disc_real_1: 0.2084004282951355 (0.19497059121147378) | > loss_disc_real_2: 0.19796352088451385 (0.19004956439330986) | > loss_disc_real_3: 0.24051158130168915 (0.20448413130008813) | > loss_disc_real_4: 0.2075217068195343 (0.19846633941064143) | > loss_disc_real_5: 0.2158103734254837 (0.20357577444671043) | > loss_0: 2.2143867015838623 (2.2143618854093328) | > grad_norm_0: tensor(18.2821, device='cuda:0') (tensor(34.5130, device='cuda:0')) | > loss_gen: 2.91998028755188 (2.7656329828939406) | > loss_kl: 1.727264404296875 (1.7432772999718076) | > loss_feat: 7.997408390045166 (8.230083746311474) | > loss_mel: 13.682636260986328 (13.44826291237043) | > loss_duration: 1.7358771562576294 (1.7075481141284425) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.063167572021484 (27.894805012327254) | > grad_norm_1: tensor(819.0080, device='cuda:0') (tensor(723.9855, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.794 (0.8474790740322756) | > loader_time: 0.0098 (0.009918456469779418)  --> TIME: 2025-05-09 08:47:59 -- STEP: 512/725 -- GLOBAL_STEP: 125400 | > loss_disc: 2.2136406898498535 (2.214737417874856) | > loss_disc_real_0: 0.1313382089138031 (0.13819430198782362) | > loss_disc_real_1: 0.1907569169998169 (0.19478656852152199) | > loss_disc_real_2: 0.20091059803962708 (0.18980858105351223) | > loss_disc_real_3: 0.20268966257572174 (0.20458032487658784) | > loss_disc_real_4: 0.16556936502456665 (0.19873120117699722) | > loss_disc_real_5: 0.18744176626205444 (0.2034272992459592) | > loss_0: 2.2136406898498535 (2.214737417874856) | > grad_norm_0: tensor(10.6371, device='cuda:0') (tensor(34.7403, device='cuda:0')) | > loss_gen: 2.5935311317443848 (2.7675330084748575) | > loss_kl: 1.7470225095748901 (1.7452136571519077) | > loss_feat: 7.596801280975342 (8.233924558386207) | > loss_mel: 12.669376373291016 (13.456446267664436) | > loss_duration: 1.6608492136001587 (1.7082741623744364) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.267578125 (27.911391612142324) | > grad_norm_1: tensor(244.1785, device='cuda:0') (tensor(723.3018, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8391 (0.8472492829896509) | > loader_time: 0.0103 (0.009893631096929322)  --> TIME: 2025-05-09 08:48:41 -- STEP: 562/725 -- GLOBAL_STEP: 125450 | > loss_disc: 2.177006721496582 (2.214715512621868) | > loss_disc_real_0: 0.2132367491722107 (0.13804421973583755) | > loss_disc_real_1: 0.1634397804737091 (0.1947439362251886) | > loss_disc_real_2: 0.19007104635238647 (0.1900757510891165) | > loss_disc_real_3: 0.19846555590629578 (0.2045066916380489) | > loss_disc_real_4: 0.1543317437171936 (0.19863318999254823) | > loss_disc_real_5: 0.22148102521896362 (0.2037333301749094) | > loss_0: 2.177006721496582 (2.214715512621868) | > grad_norm_0: tensor(73.4815, device='cuda:0') (tensor(34.7397, device='cuda:0')) | > loss_gen: 3.0731136798858643 (2.7676235810717675) | > loss_kl: 1.7548420429229736 (1.7470238049683622) | > loss_feat: 9.8871431350708 (8.23975888180987) | > loss_mel: 15.648661613464355 (13.476602691772573) | > loss_duration: 1.6716907024383545 (1.708400193482531) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.03544998168945 (27.939409106651663) | > grad_norm_1: tensor(742.0428, device='cuda:0') (tensor(725.8672, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8998 (0.8469110307320153) | > loader_time: 0.0094 (0.009872093319468655)  --> TIME: 2025-05-09 08:49:25 -- STEP: 612/725 -- GLOBAL_STEP: 125500 | > loss_disc: 2.2548294067382812 (2.2134785835259883) | > loss_disc_real_0: 0.10947082936763763 (0.13797968814112987) | > loss_disc_real_1: 0.1903969943523407 (0.1945695440753612) | > loss_disc_real_2: 0.2028910368680954 (0.19006921421566053) | > loss_disc_real_3: 0.20928236842155457 (0.20423624267667725) | > loss_disc_real_4: 0.22557559609413147 (0.19832548521020826) | > loss_disc_real_5: 0.1853601485490799 (0.20359315937445838) | > loss_0: 2.2548294067382812 (2.2134785835259883) | > grad_norm_0: tensor(27.1467, device='cuda:0') (tensor(34.6538, device='cuda:0')) | > loss_gen: 2.7217304706573486 (2.7695176842945095) | > loss_kl: 1.8203747272491455 (1.7494834231005774) | > loss_feat: 8.176624298095703 (8.254194049274215) | > loss_mel: 14.027952194213867 (13.493694408267158) | > loss_duration: 1.650226354598999 (1.7079245422790246) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.396909713745117 (27.97481407838709) | > grad_norm_1: tensor(1011.7803, device='cuda:0') (tensor(727.7096, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.815 (0.8472342031453945) | > loader_time: 0.0094 (0.009888807932535812)  --> TIME: 2025-05-09 08:50:08 -- STEP: 662/725 -- GLOBAL_STEP: 125550 | > loss_disc: 2.258121967315674 (2.2120653239621872) | > loss_disc_real_0: 0.1715650111436844 (0.13758211779292817) | > loss_disc_real_1: 0.19608531892299652 (0.194617794089447) | > loss_disc_real_2: 0.18267269432544708 (0.18994173884751941) | > loss_disc_real_3: 0.19904527068138123 (0.20416511169823284) | > loss_disc_real_4: 0.2026601880788803 (0.19834550407087695) | > loss_disc_real_5: 0.20095622539520264 (0.20331354981732877) | > loss_0: 2.258121967315674 (2.2120653239621872) | > grad_norm_0: tensor(79.9662, device='cuda:0') (tensor(34.7975, device='cuda:0')) | > loss_gen: 2.730888843536377 (2.7731222875888974) | > loss_kl: 1.7973552942276 (1.751813904036208) | > loss_feat: 7.476521015167236 (8.258527737009555) | > loss_mel: 12.770049095153809 (13.497360729378881) | > loss_duration: 1.7169266939163208 (1.7081948052360205) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.491741180419922 (27.98901945730711) | > grad_norm_1: tensor(993.9216, device='cuda:0') (tensor(723.7560, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8573 (0.8473187976733432) | > loader_time: 0.0098 (0.009882551305603775)  --> TIME: 2025-05-09 08:50:51 -- STEP: 712/725 -- GLOBAL_STEP: 125600 | > loss_disc: 2.2547719478607178 (2.2117512698253887) | > loss_disc_real_0: 0.12938886880874634 (0.13715371392730108) | > loss_disc_real_1: 0.22346055507659912 (0.19473807509528118) | > loss_disc_real_2: 0.2296302318572998 (0.19015941197533964) | > loss_disc_real_3: 0.2129163146018982 (0.2042690012813285) | > loss_disc_real_4: 0.248044952750206 (0.19845408326789235) | > loss_disc_real_5: 0.2180425077676773 (0.20315572546188085) | > loss_0: 2.2547719478607178 (2.2117512698253887) | > grad_norm_0: tensor(35.5287, device='cuda:0') (tensor(35.0478, device='cuda:0')) | > loss_gen: 2.789400815963745 (2.7758835169036744) | > loss_kl: 1.9076042175292969 (1.7531247503971785) | > loss_feat: 7.57143497467041 (8.271983353609441) | > loss_mel: 13.187772750854492 (13.519816181632915) | > loss_duration: 1.7001224756240845 (1.7076551453785944) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.156335830688477 (28.028462959139535) | > grad_norm_1: tensor(737.9734, device='cuda:0') (tensor(730.9877, device='cuda:0')) | > current_lr_0: 0.00019729331201546197 | > current_lr_1: 0.00019729331201546197 | > step_time: 0.8245 (0.8474772877237767) | > loader_time: 0.0095 (0.009860734591323339)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.173914670944214 (2.173914670944214) | > loss_disc_real_0: 0.11223423480987549 (0.11223423480987549) | > loss_disc_real_1: 0.15729272365570068 (0.15729272365570068) | > loss_disc_real_2: 0.1726721078157425 (0.1726721078157425) | > loss_disc_real_3: 0.17761123180389404 (0.17761123180389404) | > loss_disc_real_4: 0.14428728818893433 (0.14428728818893433) | > loss_disc_real_5: 0.25897613167762756 (0.25897613167762756) | > loss_0: 2.173914670944214 (2.173914670944214) | > loss_gen: 2.4592957496643066 (2.4592957496643066) | > loss_kl: 2.1333255767822266 (2.1333255767822266) | > loss_feat: 8.774262428283691 (8.774262428283691) | > loss_mel: 15.295755386352539 (15.295755386352539) | > loss_duration: 1.6793725490570068 (1.6793725490570068) | > loss_1: 30.342010498046875 (30.342010498046875)  --> STEP: 1 | > loss_disc: 2.1973485946655273 (2.1973485946655273) | > loss_disc_real_0: 0.10215785354375839 (0.10215785354375839) | > loss_disc_real_1: 0.150564506649971 (0.150564506649971) | > loss_disc_real_2: 0.17259053885936737 (0.17259053885936737) | > loss_disc_real_3: 0.19057467579841614 (0.19057467579841614) | > loss_disc_real_4: 0.14712297916412354 (0.14712297916412354) | > loss_disc_real_5: 0.26086583733558655 (0.26086583733558655) | > loss_0: 2.1973485946655273 (2.1973485946655273) | > loss_gen: 2.4100427627563477 (2.4100427627563477) | > loss_kl: 1.9460619688034058 (1.9460619688034058) | > loss_feat: 9.155380249023438 (9.155380249023438) | > loss_mel: 15.302928924560547 (15.302928924560547) | > loss_duration: 1.7816188335418701 (1.7816188335418701) | > loss_1: 30.596033096313477 (30.596033096313477)  --> STEP: 2 | > loss_disc: 2.1761536598205566 (2.186751127243042) | > loss_disc_real_0: 0.10234250128269196 (0.10225017741322517) | > loss_disc_real_1: 0.15136444568634033 (0.15096447616815567) | > loss_disc_real_2: 0.1713676154613495 (0.17197907716035843) | > loss_disc_real_3: 0.1741935759782791 (0.18238412588834763) | > loss_disc_real_4: 0.14976637065410614 (0.14844467490911484) | > loss_disc_real_5: 0.24187806248664856 (0.25137194991111755) | > loss_0: 2.1761536598205566 (2.186751127243042) | > loss_gen: 2.340575695037842 (2.3753092288970947) | > loss_kl: 1.8217408657073975 (1.8839014172554016) | > loss_feat: 8.684619903564453 (8.920000076293945) | > loss_mel: 15.208924293518066 (15.255926609039307) | > loss_duration: 1.8267468214035034 (1.8041828274726868) | > loss_1: 29.88260841369629 (30.239320755004883)  --> STEP: 3 | > loss_disc: 2.325185775756836 (2.232896010080973) | > loss_disc_real_0: 0.14372947812080383 (0.11607661098241806) | > loss_disc_real_1: 0.18052753806114197 (0.16081883013248444) | > loss_disc_real_2: 0.18398159742355347 (0.17597991724809012) | > loss_disc_real_3: 0.19594016671180725 (0.18690280616283417) | > loss_disc_real_4: 0.1653006374835968 (0.15406332910060883) | > loss_disc_real_5: 0.2519679665565491 (0.2515706221262614) | > loss_0: 2.325185775756836 (2.232896010080973) | > loss_gen: 2.2877309322357178 (2.3461164633433023) | > loss_kl: 1.9472662210464478 (1.9050230185190837) | > loss_feat: 7.497150421142578 (8.445716857910156) | > loss_mel: 13.60568904876709 (14.7058474222819) | > loss_duration: 1.792803406715393 (1.8003896872202556) | > loss_1: 27.130640029907227 (29.203093846638996)  --> STEP: 4 | > loss_disc: 2.1363184452056885 (2.208751618862152) | > loss_disc_real_0: 0.09712513536214828 (0.11133874207735062) | > loss_disc_real_1: 0.16365931928157806 (0.16152895241975784) | > loss_disc_real_2: 0.1480880230665207 (0.16900694370269775) | > loss_disc_real_3: 0.18980270624160767 (0.18762778118252754) | > loss_disc_real_4: 0.14787515997886658 (0.15251628682017326) | > loss_disc_real_5: 0.25260087847709656 (0.2518281862139702) | > loss_0: 2.1363184452056885 (2.208751618862152) | > loss_gen: 2.5136163234710693 (2.387991428375244) | > loss_kl: 1.813307762145996 (1.8820942044258118) | > loss_feat: 10.221609115600586 (8.889689922332764) | > loss_mel: 16.895845413208008 (15.253346920013428) | > loss_duration: 1.7291936874389648 (1.7825906872749329) | > loss_1: 33.1735725402832 (30.19571352005005) --> EVAL PERFORMANCE | > avg_loader_time: 0.2768235206604004 (+0.0003203153610229492) | > avg_loss_disc: 2.208751618862152 (-0.020726144313812256) | > avg_loss_disc_real_0: 0.11133874207735062 (-0.03789840266108513) | > avg_loss_disc_real_1: 0.16152895241975784 (-0.023885328322649002) | > avg_loss_disc_real_2: 0.16900694370269775 (+0.0014466345310211182) | > avg_loss_disc_real_3: 0.18762778118252754 (-0.0007788054645061493) | > avg_loss_disc_real_4: 0.15251628682017326 (-0.03943956643342972) | > avg_loss_disc_real_5: 0.2518281862139702 (+0.04668080434203148) | > avg_loss_0: 2.208751618862152 (-0.020726144313812256) | > avg_loss_gen: 2.387991428375244 (-0.07106083631515503) | > avg_loss_kl: 1.8820942044258118 (-0.09605434536933899) | > avg_loss_feat: 8.889689922332764 (+1.2897206544876099) | > avg_loss_mel: 15.253346920013428 (+1.9762063026428223) | > avg_loss_duration: 1.7825906872749329 (+0.008515387773513794) | > avg_loss_1: 30.19571352005005 (+3.1073269844055176)  > EPOCH: 110/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 08:51:08)   --> TIME: 2025-05-09 08:51:42 -- STEP: 37/725 -- GLOBAL_STEP: 125650 | > loss_disc: 2.2802789211273193 (2.2261422067075163) | > loss_disc_real_0: 0.14323027431964874 (0.13466333275711215) | > loss_disc_real_1: 0.1730031669139862 (0.19855015906127724) | > loss_disc_real_2: 0.18539175391197205 (0.19336519611848368) | > loss_disc_real_3: 0.19787004590034485 (0.20667440665734782) | > loss_disc_real_4: 0.19797132909297943 (0.20209517833348867) | > loss_disc_real_5: 0.21470516920089722 (0.20165469678672585) | > loss_0: 2.2802789211273193 (2.2261422067075163) | > grad_norm_0: tensor(24.5541, device='cuda:0') (tensor(37.5652, device='cuda:0')) | > loss_gen: 2.5842628479003906 (2.769383340268522) | > loss_kl: 1.5856503248214722 (1.7824785032787838) | > loss_feat: 8.021347999572754 (8.179941667092812) | > loss_mel: 13.172581672668457 (13.481413119548076) | > loss_duration: 1.7115821838378906 (1.6981722567532513) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.075424194335938 (27.91138896426639) | > grad_norm_1: tensor(272.0606, device='cuda:0') (tensor(739.0452, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8463 (0.844056342099164) | > loader_time: 0.0096 (0.009710808058042784)  --> TIME: 2025-05-09 08:52:25 -- STEP: 87/725 -- GLOBAL_STEP: 125700 | > loss_disc: 2.207792282104492 (2.2163911276850206) | > loss_disc_real_0: 0.13594546914100647 (0.1360369034368416) | > loss_disc_real_1: 0.17743633687496185 (0.196634803866518) | > loss_disc_real_2: 0.1814713180065155 (0.19212532779951205) | > loss_disc_real_3: 0.21772614121437073 (0.2054189789569241) | > loss_disc_real_4: 0.18490533530712128 (0.19919772994244236) | > loss_disc_real_5: 0.1710241585969925 (0.20065203000759257) | > loss_0: 2.207792282104492 (2.2163911276850206) | > grad_norm_0: tensor(41.6766, device='cuda:0') (tensor(38.6300, device='cuda:0')) | > loss_gen: 2.790201187133789 (2.7910202974560625) | > loss_kl: 1.6721999645233154 (1.7355260876403458) | > loss_feat: 8.022222518920898 (8.321967272922906) | > loss_mel: 12.460262298583984 (13.611796203700976) | > loss_duration: 1.6704381704330444 (1.700415074140176) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.615325927734375 (28.160725122210625) | > grad_norm_1: tensor(1018.2582, device='cuda:0') (tensor(763.1562, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8281 (0.8457872292091106) | > loader_time: 0.0093 (0.009771949943454783)  --> TIME: 2025-05-09 08:53:08 -- STEP: 137/725 -- GLOBAL_STEP: 125750 | > loss_disc: 2.254755973815918 (2.211861504255419) | > loss_disc_real_0: 0.13763181865215302 (0.13378234218506913) | > loss_disc_real_1: 0.21313467621803284 (0.19623141654216464) | > loss_disc_real_2: 0.18040114641189575 (0.19104106811276317) | > loss_disc_real_3: 0.18910644948482513 (0.20544049970424957) | > loss_disc_real_4: 0.19813165068626404 (0.19898072015630067) | > loss_disc_real_5: 0.1963597685098648 (0.2017272630312147) | > loss_0: 2.254755973815918 (2.211861504255419) | > grad_norm_0: tensor(14.8689, device='cuda:0') (tensor(35.9564, device='cuda:0')) | > loss_gen: 2.6331470012664795 (2.7825874064090477) | > loss_kl: 1.703750491142273 (1.7508241851834485) | > loss_feat: 6.851598739624023 (8.307186359906714) | > loss_mel: 12.087393760681152 (13.56023555254414) | > loss_duration: 1.6845762729644775 (1.7017904789778437) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.960464477539062 (28.10262408569782) | > grad_norm_1: tensor(675.3720, device='cuda:0') (tensor(766.2416, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8114 (0.8450460433959961) | > loader_time: 0.0087 (0.009729827407502778)  --> TIME: 2025-05-09 08:53:51 -- STEP: 187/725 -- GLOBAL_STEP: 125800 | > loss_disc: 2.2017710208892822 (2.2153156881026383) | > loss_disc_real_0: 0.12942039966583252 (0.13520486933741974) | > loss_disc_real_1: 0.15098798274993896 (0.1959668625006701) | > loss_disc_real_2: 0.1787068098783493 (0.19111720731551635) | > loss_disc_real_3: 0.21760272979736328 (0.2053659696151866) | > loss_disc_real_4: 0.2049601823091507 (0.19903840897555017) | > loss_disc_real_5: 0.21452924609184265 (0.203126716263154) | > loss_0: 2.2017710208892822 (2.2153156881026383) | > grad_norm_0: tensor(42.8981, device='cuda:0') (tensor(36.8525, device='cuda:0')) | > loss_gen: 2.577946186065674 (2.785079287972681) | > loss_kl: 1.7168329954147339 (1.7524310828530214) | > loss_feat: 8.533374786376953 (8.30285363273824) | > loss_mel: 13.486278533935547 (13.562111436364486) | > loss_duration: 1.720704436302185 (1.7034477511829234) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.035137176513672 (28.10592337215648) | > grad_norm_1: tensor(998.0005, device='cuda:0') (tensor(764.8213, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.842 (0.8448912013660778) | > loader_time: 0.0105 (0.00980915232775683)  --> TIME: 2025-05-09 08:54:34 -- STEP: 237/725 -- GLOBAL_STEP: 125850 | > loss_disc: 2.069242238998413 (2.212707271555807) | > loss_disc_real_0: 0.11314573138952255 (0.1359211063869141) | > loss_disc_real_1: 0.2034003734588623 (0.19586988956616397) | > loss_disc_real_2: 0.17698894441127777 (0.19036780348055474) | > loss_disc_real_3: 0.20401827991008759 (0.20461304969928434) | > loss_disc_real_4: 0.17667944729328156 (0.19848297574097595) | > loss_disc_real_5: 0.21996380388736725 (0.2030762566041343) | > loss_0: 2.069242238998413 (2.212707271555807) | > grad_norm_0: tensor(34.5032, device='cuda:0') (tensor(36.9714, device='cuda:0')) | > loss_gen: 3.141650438308716 (2.784357853579623) | > loss_kl: 1.928488850593567 (1.7459532087865257) | > loss_feat: 10.51669692993164 (8.315519505915258) | > loss_mel: 16.37004852294922 (13.599272466410062) | > loss_duration: 1.7048499584197998 (1.7031491587433634) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.66173553466797 (28.14825233427281) | > grad_norm_1: tensor(896.6959, device='cuda:0') (tensor(768.3340, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8146 (0.8461282474582206) | > loader_time: 0.0092 (0.009868436724827762)  --> TIME: 2025-05-09 08:55:16 -- STEP: 287/725 -- GLOBAL_STEP: 125900 | > loss_disc: 2.1302318572998047 (2.208972734441325) | > loss_disc_real_0: 0.08135668933391571 (0.13554165827739956) | > loss_disc_real_1: 0.18822726607322693 (0.19528344195686567) | > loss_disc_real_2: 0.16842913627624512 (0.19005639861477375) | > loss_disc_real_3: 0.17157013714313507 (0.20403154303387896) | > loss_disc_real_4: 0.14476045966148376 (0.1983211107993375) | > loss_disc_real_5: 0.16742023825645447 (0.2027575920890848) | > loss_0: 2.1302318572998047 (2.208972734441325) | > grad_norm_0: tensor(53.3328, device='cuda:0') (tensor(36.5602, device='cuda:0')) | > loss_gen: 2.8695199489593506 (2.7812745089314963) | > loss_kl: 1.6302986145019531 (1.7477434238074967) | > loss_feat: 8.914603233337402 (8.323047252482237) | > loss_mel: 15.139240264892578 (13.596247799305136) | > loss_duration: 1.711531162261963 (1.7041908087215354) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.265193939208984 (28.152503894181198) | > grad_norm_1: tensor(1457.1456, device='cuda:0') (tensor(780.3730, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8034 (0.8447276034006259) | > loader_time: 0.0097 (0.009870713596144618)  --> TIME: 2025-05-09 08:56:00 -- STEP: 337/725 -- GLOBAL_STEP: 125950 | > loss_disc: 2.122070074081421 (2.205189870090087) | > loss_disc_real_0: 0.0938955768942833 (0.13552122082262805) | > loss_disc_real_1: 0.16944682598114014 (0.19469581853918927) | > loss_disc_real_2: 0.1803673505783081 (0.1895712998306008) | > loss_disc_real_3: 0.2093953788280487 (0.2038739060524309) | > loss_disc_real_4: 0.2243591547012329 (0.19821083426298655) | > loss_disc_real_5: 0.21601518988609314 (0.20281505177919518) | > loss_0: 2.122070074081421 (2.205189870090087) | > grad_norm_0: tensor(27.7361, device='cuda:0') (tensor(37.2544, device='cuda:0')) | > loss_gen: 2.884998321533203 (2.787005778236275) | > loss_kl: 1.742775321006775 (1.7471991851704771) | > loss_feat: 8.659782409667969 (8.338025001107054) | > loss_mel: 13.912583351135254 (13.583648724089036) | > loss_duration: 1.6788268089294434 (1.7039447835361918) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.878965377807617 (28.159823567647962) | > grad_norm_1: tensor(709.4659, device='cuda:0') (tensor(772.5237, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8692 (0.8469856528217078) | > loader_time: 0.0099 (0.009873399394909775)  --> TIME: 2025-05-09 08:56:43 -- STEP: 387/725 -- GLOBAL_STEP: 126000 | > loss_disc: 2.288240671157837 (2.20515120152663) | > loss_disc_real_0: 0.12415289133787155 (0.1352166228612419) | > loss_disc_real_1: 0.19237977266311646 (0.1948149388689711) | > loss_disc_real_2: 0.1888962984085083 (0.18939994779976146) | > loss_disc_real_3: 0.24163183569908142 (0.20387552147225813) | > loss_disc_real_4: 0.20037677884101868 (0.1983191079101513) | > loss_disc_real_5: 0.20759718120098114 (0.20286935925945754) | > loss_0: 2.288240671157837 (2.20515120152663) | > grad_norm_0: tensor(12.8429, device='cuda:0') (tensor(36.7108, device='cuda:0')) | > loss_gen: 2.662968397140503 (2.781724276776769) | > loss_kl: 1.6198426485061646 (1.7478638443835952) | > loss_feat: 7.7520527839660645 (8.312233242261629) | > loss_mel: 12.980389595031738 (13.553072010207854) | > loss_duration: 1.7661769390106201 (1.704391094141228) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.781429290771484 (28.09928453923504) | > grad_norm_1: tensor(767.7396, device='cuda:0') (tensor(777.0081, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8401 (0.8467212314753569) | > loader_time: 0.0095 (0.009886156989006419) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_126000.pth  --> TIME: 2025-05-09 08:57:28 -- STEP: 437/725 -- GLOBAL_STEP: 126050 | > loss_disc: 2.1876113414764404 (2.2061491986434008) | > loss_disc_real_0: 0.16829337179660797 (0.13559434613217208) | > loss_disc_real_1: 0.18786554038524628 (0.19482671549582095) | > loss_disc_real_2: 0.17745307087898254 (0.18955436846757098) | > loss_disc_real_3: 0.20036055147647858 (0.20412300005384656) | > loss_disc_real_4: 0.2091744989156723 (0.1984992203914328) | > loss_disc_real_5: 0.22793008387088776 (0.20282316473856124) | > loss_0: 2.1876113414764404 (2.2061491986434008) | > grad_norm_0: tensor(21.9186, device='cuda:0') (tensor(36.5146, device='cuda:0')) | > loss_gen: 2.829070806503296 (2.781136654061638) | > loss_kl: 1.788254737854004 (1.747279536533138) | > loss_feat: 8.457103729248047 (8.30010989710723) | > loss_mel: 13.88822078704834 (13.526975441851933) | > loss_duration: 1.6636886596679688 (1.7044986388230485) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.626338958740234 (28.060000207931555) | > grad_norm_1: tensor(716.7849, device='cuda:0') (tensor(780.0623, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8766 (0.8462443149880905) | > loader_time: 0.0096 (0.009894229181843982)  --> TIME: 2025-05-09 08:58:11 -- STEP: 487/725 -- GLOBAL_STEP: 126100 | > loss_disc: 2.0974373817443848 (2.2074737830328486) | > loss_disc_real_0: 0.08009053766727448 (0.13590359788013193) | > loss_disc_real_1: 0.15040633082389832 (0.1948591723762743) | > loss_disc_real_2: 0.18153779208660126 (0.1899767640129007) | > loss_disc_real_3: 0.23012641072273254 (0.2039872203213478) | > loss_disc_real_4: 0.1983250230550766 (0.19819835480111336) | > loss_disc_real_5: 0.194095179438591 (0.20291629797746513) | > loss_0: 2.0974373817443848 (2.2074737830328486) | > grad_norm_0: tensor(21.8051, device='cuda:0') (tensor(37.0962, device='cuda:0')) | > loss_gen: 2.9577512741088867 (2.782634164763182) | > loss_kl: 1.9044082164764404 (1.7476520805143483) | > loss_feat: 9.340797424316406 (8.301439001330115) | > loss_mel: 14.94387149810791 (13.542516244265578) | > loss_duration: 1.6968176364898682 (1.7054275367294247) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.843645095825195 (28.07966907117401) | > grad_norm_1: tensor(280.2034, device='cuda:0') (tensor(775.7211, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.7937 (0.8457994754799093) | > loader_time: 0.0091 (0.009874595508927927)  --> TIME: 2025-05-09 08:58:54 -- STEP: 537/725 -- GLOBAL_STEP: 126150 | > loss_disc: 2.21806001663208 (2.2041326807863877) | > loss_disc_real_0: 0.11105143278837204 (0.13488405380307852) | > loss_disc_real_1: 0.19455307722091675 (0.19517709880900777) | > loss_disc_real_2: 0.19341637194156647 (0.1897717696272905) | > loss_disc_real_3: 0.2069871425628662 (0.20384215090416888) | > loss_disc_real_4: 0.2462412416934967 (0.1982571685225382) | > loss_disc_real_5: 0.2224111258983612 (0.20238787157797508) | > loss_0: 2.21806001663208 (2.2041326807863877) | > grad_norm_0: tensor(21.5816, device='cuda:0') (tensor(36.9550, device='cuda:0')) | > loss_gen: 2.844404697418213 (2.7863072025931297) | > loss_kl: 1.5800811052322388 (1.7466478727383326) | > loss_feat: 7.755338191986084 (8.319116947593194) | > loss_mel: 13.117656707763672 (13.553149441767003) | > loss_duration: 1.7204917669296265 (1.7058010689595111) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.01797103881836 (28.111022586929064) | > grad_norm_1: tensor(881.2875, device='cuda:0') (tensor(781.1921, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8417 (0.8451789508762749) | > loader_time: 0.0093 (0.009863359746098295)  --> TIME: 2025-05-09 08:59:37 -- STEP: 587/725 -- GLOBAL_STEP: 126200 | > loss_disc: 2.23519229888916 (2.202208783395042) | > loss_disc_real_0: 0.07242917269468307 (0.13451982933069614) | > loss_disc_real_1: 0.23340263962745667 (0.1951468317329985) | > loss_disc_real_2: 0.19631840288639069 (0.1897514460440185) | > loss_disc_real_3: 0.21859771013259888 (0.20370847557939503) | > loss_disc_real_4: 0.23912803828716278 (0.19833749121457994) | > loss_disc_real_5: 0.1873319447040558 (0.2017260465193445) | > loss_0: 2.23519229888916 (2.202208783395042) | > grad_norm_0: tensor(23.5472, device='cuda:0') (tensor(37.0335, device='cuda:0')) | > loss_gen: 2.9303083419799805 (2.792565538286148) | > loss_kl: 1.7675591707229614 (1.746491459402965) | > loss_feat: 9.375343322753906 (8.336214851886293) | > loss_mel: 15.137163162231445 (13.557774327682672) | > loss_duration: 1.681412935256958 (1.7056360025422124) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.891786575317383 (28.138682230570858) | > grad_norm_1: tensor(694.5497, device='cuda:0') (tensor(775.2094, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8519 (0.8455002149487684) | > loader_time: 0.0095 (0.009863199123532031)  --> TIME: 2025-05-09 09:00:20 -- STEP: 637/725 -- GLOBAL_STEP: 126250 | > loss_disc: 2.182647228240967 (2.200345764354782) | > loss_disc_real_0: 0.15304182469844818 (0.13376601834546084) | > loss_disc_real_1: 0.18921948969364166 (0.19498559741341345) | > loss_disc_real_2: 0.20075862109661102 (0.18966605597332087) | > loss_disc_real_3: 0.21322599053382874 (0.20376118582496464) | > loss_disc_real_4: 0.172733336687088 (0.19822142269678722) | > loss_disc_real_5: 0.21378974616527557 (0.201844371141781) | > loss_0: 2.182647228240967 (2.200345764354782) | > grad_norm_0: tensor(41.1505, device='cuda:0') (tensor(36.6438, device='cuda:0')) | > loss_gen: 2.8325724601745605 (2.791857628470501) | > loss_kl: 1.604804515838623 (1.746970850407048) | > loss_feat: 8.345168113708496 (8.33842998471702) | > loss_mel: 12.87075424194336 (13.545745752295664) | > loss_duration: 1.6831611394882202 (1.7054803738227247) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.33646011352539 (28.128484648101185) | > grad_norm_1: tensor(787.0860, device='cuda:0') (tensor(767.3884, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8216 (0.8452078944285589) | > loader_time: 0.0092 (0.009844951015813758)  --> TIME: 2025-05-09 09:01:02 -- STEP: 687/725 -- GLOBAL_STEP: 126300 | > loss_disc: 2.1653025150299072 (2.200613326901429) | > loss_disc_real_0: 0.11017680168151855 (0.13385169165753905) | > loss_disc_real_1: 0.19654855132102966 (0.19502350026429832) | > loss_disc_real_2: 0.16712240874767303 (0.18961805708196647) | > loss_disc_real_3: 0.21809811890125275 (0.20375446430807378) | > loss_disc_real_4: 0.19443726539611816 (0.19834477639875028) | > loss_disc_real_5: 0.19447137415409088 (0.20159591458943904) | > loss_0: 2.1653025150299072 (2.200613326901429) | > grad_norm_0: tensor(34.8439, device='cuda:0') (tensor(36.6532, device='cuda:0')) | > loss_gen: 2.6948177814483643 (2.791817717850643) | > loss_kl: 1.8179130554199219 (1.7473910880401144) | > loss_feat: 8.653338432312012 (8.338359457957171) | > loss_mel: 13.884031295776367 (13.538142166804013) | > loss_duration: 1.716052770614624 (1.7054810671480105) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.76615333557129 (28.121191543956684) | > grad_norm_1: tensor(545.0946, device='cuda:0') (tensor(766.7080, device='cuda:0')) | > current_lr_0: 0.00019726865035146003 | > current_lr_1: 0.00019726865035146003 | > step_time: 0.8617 (0.8445283672521559) | > loader_time: 0.0106 (0.009850879597004498)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.076986789703369 (2.076986789703369) | > loss_disc_real_0: 0.11818967759609222 (0.11818967759609222) | > loss_disc_real_1: 0.17911167442798615 (0.17911167442798615) | > loss_disc_real_2: 0.15363390743732452 (0.15363390743732452) | > loss_disc_real_3: 0.20737776160240173 (0.20737776160240173) | > loss_disc_real_4: 0.21998853981494904 (0.21998853981494904) | > loss_disc_real_5: 0.221855029463768 (0.221855029463768) | > loss_0: 2.076986789703369 (2.076986789703369) | > loss_gen: 2.9253931045532227 (2.9253931045532227) | > loss_kl: 1.951046109199524 (1.951046109199524) | > loss_feat: 9.58015251159668 (9.58015251159668) | > loss_mel: 15.444725036621094 (15.444725036621094) | > loss_duration: 1.6755045652389526 (1.6755045652389526) | > loss_1: 31.57682228088379 (31.57682228088379)  --> STEP: 1 | > loss_disc: 2.1638193130493164 (2.1638193130493164) | > loss_disc_real_0: 0.146172896027565 (0.146172896027565) | > loss_disc_real_1: 0.17969533801078796 (0.17969533801078796) | > loss_disc_real_2: 0.15121909976005554 (0.15121909976005554) | > loss_disc_real_3: 0.20152820646762848 (0.20152820646762848) | > loss_disc_real_4: 0.22812588512897491 (0.22812588512897491) | > loss_disc_real_5: 0.2235175520181656 (0.2235175520181656) | > loss_0: 2.1638193130493164 (2.1638193130493164) | > loss_gen: 2.7562029361724854 (2.7562029361724854) | > loss_kl: 2.0376226902008057 (2.0376226902008057) | > loss_feat: 8.664033889770508 (8.664033889770508) | > loss_mel: 13.635986328125 (13.635986328125) | > loss_duration: 1.769795298576355 (1.769795298576355) | > loss_1: 28.86363983154297 (28.86363983154297)  --> STEP: 2 | > loss_disc: 2.119579553604126 (2.141699433326721) | > loss_disc_real_0: 0.13611961901187897 (0.14114625751972198) | > loss_disc_real_1: 0.16246727108955383 (0.1710813045501709) | > loss_disc_real_2: 0.1497996300458908 (0.15050936490297318) | > loss_disc_real_3: 0.19653937220573425 (0.19903378933668137) | > loss_disc_real_4: 0.22654905915260315 (0.22733747214078903) | > loss_disc_real_5: 0.21208572387695312 (0.21780163794755936) | > loss_0: 2.119579553604126 (2.141699433326721) | > loss_gen: 2.819969654083252 (2.7880862951278687) | > loss_kl: 1.8968173265457153 (1.9672200083732605) | > loss_feat: 9.197866439819336 (8.930950164794922) | > loss_mel: 14.619964599609375 (14.127975463867188) | > loss_duration: 1.8098832368850708 (1.789839267730713) | > loss_1: 30.344501495361328 (29.60407066345215)  --> STEP: 3 | > loss_disc: 1.9948639869689941 (2.092754284540812) | > loss_disc_real_0: 0.11918843537569046 (0.13382698347171149) | > loss_disc_real_1: 0.1626017689704895 (0.1682547926902771) | > loss_disc_real_2: 0.1464001089334488 (0.1491396129131317) | > loss_disc_real_3: 0.18804122507572174 (0.19536960124969482) | > loss_disc_real_4: 0.19578564167022705 (0.21682019531726837) | > loss_disc_real_5: 0.21024459600448608 (0.21528262396653494) | > loss_0: 1.9948639869689941 (2.092754284540812) | > loss_gen: 2.9541127681732178 (2.843428452809652) | > loss_kl: 1.7607543468475342 (1.8983981211980183) | > loss_feat: 9.982787132263184 (9.281562487284342) | > loss_mel: 16.02247428894043 (14.759475072224935) | > loss_duration: 1.8016483783721924 (1.7937756379445393) | > loss_1: 32.52177810668945 (30.576639811197918)  --> STEP: 4 | > loss_disc: 2.1849634647369385 (2.1158065795898438) | > loss_disc_real_0: 0.12796179950237274 (0.1323606874793768) | > loss_disc_real_1: 0.19941692054271698 (0.17604532465338707) | > loss_disc_real_2: 0.17015598714351654 (0.15439370647072792) | > loss_disc_real_3: 0.21414954960346222 (0.20006458833813667) | > loss_disc_real_4: 0.21710914373397827 (0.21689243242144585) | > loss_disc_real_5: 0.205437570810318 (0.2128213606774807) | > loss_0: 2.1849634647369385 (2.1158065795898438) | > loss_gen: 2.7345614433288574 (2.816211700439453) | > loss_kl: 1.8892103433609009 (1.896101176738739) | > loss_feat: 9.041064262390137 (9.221437931060791) | > loss_mel: 13.385290145874023 (14.415928840637207) | > loss_duration: 1.7196478843688965 (1.7752436995506287) | > loss_1: 28.769775390625 (30.124923706054688) --> EVAL PERFORMANCE | > avg_loader_time: 0.27897757291793823 (+0.002154052257537842) | > avg_loss_disc: 2.1158065795898438 (-0.09294503927230835) | > avg_loss_disc_real_0: 0.1323606874793768 (+0.021021945402026176) | > avg_loss_disc_real_1: 0.17604532465338707 (+0.014516372233629227) | > avg_loss_disc_real_2: 0.15439370647072792 (-0.014613237231969833) | > avg_loss_disc_real_3: 0.20006458833813667 (+0.01243680715560913) | > avg_loss_disc_real_4: 0.21689243242144585 (+0.06437614560127258) | > avg_loss_disc_real_5: 0.2128213606774807 (-0.03900682553648949) | > avg_loss_0: 2.1158065795898438 (-0.09294503927230835) | > avg_loss_gen: 2.816211700439453 (+0.428220272064209) | > avg_loss_kl: 1.896101176738739 (+0.014006972312927246) | > avg_loss_feat: 9.221437931060791 (+0.33174800872802734) | > avg_loss_mel: 14.415928840637207 (-0.8374180793762207) | > avg_loss_duration: 1.7752436995506287 (-0.007346987724304199) | > avg_loss_1: 30.124923706054688 (-0.07078981399536133)  > EPOCH: 111/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 09:01:41)   --> TIME: 2025-05-09 09:01:53 -- STEP: 12/725 -- GLOBAL_STEP: 126350 | > loss_disc: 2.201390504837036 (2.206570327281952) | > loss_disc_real_0: 0.1802254021167755 (0.141113659987847) | > loss_disc_real_1: 0.22328563034534454 (0.19883190716306368) | > loss_disc_real_2: 0.22720368206501007 (0.18974601601560911) | > loss_disc_real_3: 0.1835070550441742 (0.19756239900986353) | > loss_disc_real_4: 0.19289858639240265 (0.1986446107427279) | > loss_disc_real_5: 0.20491193234920502 (0.20056981593370438) | > loss_0: 2.201390504837036 (2.206570327281952) | > grad_norm_0: tensor(60.0525, device='cuda:0') (tensor(40.9485, device='cuda:0')) | > loss_gen: 2.8156237602233887 (2.732002238432566) | > loss_kl: 1.8162323236465454 (1.768103152513504) | > loss_feat: 8.293417930603027 (8.030712405840555) | > loss_mel: 14.165919303894043 (13.491491317749023) | > loss_duration: 1.7322521209716797 (1.7119529743989308) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.82344627380371 (27.734261989593506) | > grad_norm_1: tensor(1160.5797, device='cuda:0') (tensor(801.8470, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8448 (0.831270694732666) | > loader_time: 0.0091 (0.010277648766835531)  --> TIME: 2025-05-09 09:02:36 -- STEP: 62/725 -- GLOBAL_STEP: 126400 | > loss_disc: 2.0692639350891113 (2.1904832893802273) | > loss_disc_real_0: 0.08180520683526993 (0.13680773276475172) | > loss_disc_real_1: 0.2157798856496811 (0.19317038958111116) | > loss_disc_real_2: 0.2030724287033081 (0.18615751689480198) | > loss_disc_real_3: 0.18474631011486053 (0.20168311052745388) | > loss_disc_real_4: 0.1765892058610916 (0.19670849918357788) | > loss_disc_real_5: 0.17546598613262177 (0.2044869565194653) | > loss_0: 2.0692639350891113 (2.1904832893802273) | > grad_norm_0: tensor(25.1616, device='cuda:0') (tensor(37.0962, device='cuda:0')) | > loss_gen: 2.811901569366455 (2.7998544208465086) | > loss_kl: 1.6791332960128784 (1.7793184922587486) | > loss_feat: 8.95449447631836 (8.410679909490769) | > loss_mel: 14.254406929016113 (13.600333106133245) | > loss_duration: 1.7392369508743286 (1.7011776451141603) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.439172744750977 (28.29136365459811) | > grad_norm_1: tensor(583.6171, device='cuda:0') (tensor(757.0866, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8451 (0.8423883376582977) | > loader_time: 0.0098 (0.010377268637380291)  --> TIME: 2025-05-09 09:03:19 -- STEP: 112/725 -- GLOBAL_STEP: 126450 | > loss_disc: 2.2087931632995605 (2.1943009016769284) | > loss_disc_real_0: 0.13472077250480652 (0.13674505434132037) | > loss_disc_real_1: 0.18283648788928986 (0.19339472667447158) | > loss_disc_real_2: 0.2264217585325241 (0.1870403658332569) | > loss_disc_real_3: 0.20292195677757263 (0.20274457415299757) | > loss_disc_real_4: 0.18732331693172455 (0.19710590038448572) | > loss_disc_real_5: 0.2239060252904892 (0.20345383443470513) | > loss_0: 2.2087931632995605 (2.1943009016769284) | > grad_norm_0: tensor(46.1272, device='cuda:0') (tensor(38.4289, device='cuda:0')) | > loss_gen: 2.8474483489990234 (2.8035188146999905) | > loss_kl: 1.7364965677261353 (1.7661464171750205) | > loss_feat: 8.52917766571045 (8.434833100863859) | > loss_mel: 13.828359603881836 (13.676339541162765) | > loss_duration: 1.7100622653961182 (1.706719501742295) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.65154457092285 (28.387557336262294) | > grad_norm_1: tensor(953.2667, device='cuda:0') (tensor(740.7913, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8185 (0.8450387567281723) | > loader_time: 0.0096 (0.010288538677351813)  --> TIME: 2025-05-09 09:04:02 -- STEP: 162/725 -- GLOBAL_STEP: 126500 | > loss_disc: 2.1614458560943604 (2.1971267204225815) | > loss_disc_real_0: 0.1200922504067421 (0.1352295829098165) | > loss_disc_real_1: 0.20164702832698822 (0.1940986049579985) | > loss_disc_real_2: 0.1887700855731964 (0.1880079093906614) | > loss_disc_real_3: 0.17760547995567322 (0.20336628521298183) | > loss_disc_real_4: 0.22282539308071136 (0.19745618390080372) | > loss_disc_real_5: 0.2030695080757141 (0.2044384971628954) | > loss_0: 2.1614458560943604 (2.1971267204225815) | > grad_norm_0: tensor(21.2980, device='cuda:0') (tensor(36.8981, device='cuda:0')) | > loss_gen: 2.7977511882781982 (2.7912904230164868) | > loss_kl: 1.752403736114502 (1.7720148114510526) | > loss_feat: 8.232291221618652 (8.421249857655274) | > loss_mel: 13.244688034057617 (13.5890039573481) | > loss_duration: 1.6480783224105835 (1.7069038160053305) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.675212860107422 (28.280462841928742) | > grad_norm_1: tensor(850.2746, device='cuda:0') (tensor(771.9538, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8261 (0.8440078850145695) | > loader_time: 0.0095 (0.010274489720662429)  --> TIME: 2025-05-09 09:04:46 -- STEP: 212/725 -- GLOBAL_STEP: 126550 | > loss_disc: 2.236034631729126 (2.201550378552024) | > loss_disc_real_0: 0.12091395258903503 (0.1362105028984962) | > loss_disc_real_1: 0.1979989856481552 (0.19469918064632502) | > loss_disc_real_2: 0.19100993871688843 (0.18847998020783904) | > loss_disc_real_3: 0.2070831060409546 (0.20422308702232703) | > loss_disc_real_4: 0.2229224294424057 (0.19796816751642046) | > loss_disc_real_5: 0.1875365972518921 (0.20309510370189285) | > loss_0: 2.236034631729126 (2.201550378552024) | > grad_norm_0: tensor(9.0142, device='cuda:0') (tensor(37.3025, device='cuda:0')) | > loss_gen: 2.5973289012908936 (2.793676456190504) | > loss_kl: 1.620824933052063 (1.7806522435737107) | > loss_feat: 8.586477279663086 (8.399729400310875) | > loss_mel: 13.539968490600586 (13.551937476643971) | > loss_duration: 1.7148761749267578 (1.706319478885183) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.05947494506836 (28.232315027488852) | > grad_norm_1: tensor(168.1030, device='cuda:0') (tensor(761.1317, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8456 (0.8458079965609426) | > loader_time: 0.0111 (0.010372402533045352)  --> TIME: 2025-05-09 09:05:28 -- STEP: 262/725 -- GLOBAL_STEP: 126600 | > loss_disc: 2.1365184783935547 (2.204090867788737) | > loss_disc_real_0: 0.1071891337633133 (0.13544919024726357) | > loss_disc_real_1: 0.18043923377990723 (0.1949644892952824) | > loss_disc_real_2: 0.17606832087039948 (0.18901871724893113) | > loss_disc_real_3: 0.18621955811977386 (0.20422126995470688) | > loss_disc_real_4: 0.17227023839950562 (0.19813207008001457) | > loss_disc_real_5: 0.1830098181962967 (0.2038703934495685) | > loss_0: 2.1365184783935547 (2.204090867788737) | > grad_norm_0: tensor(54.1355, device='cuda:0') (tensor(36.3713, device='cuda:0')) | > loss_gen: 2.7330574989318848 (2.7840797910253503) | > loss_kl: 1.796235203742981 (1.7762254185348976) | > loss_feat: 8.567782402038574 (8.369755846853469) | > loss_mel: 14.33464241027832 (13.534581075187853) | > loss_duration: 1.6744639873504639 (1.7074045279553831) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.10618019104004 (28.17204666865691) | > grad_norm_1: tensor(940.5255, device='cuda:0') (tensor(766.6201, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8649 (0.8451664529683937) | > loader_time: 0.01 (0.01033627076913382)  --> TIME: 2025-05-09 09:06:11 -- STEP: 312/725 -- GLOBAL_STEP: 126650 | > loss_disc: 2.19954252243042 (2.2050286523806752) | > loss_disc_real_0: 0.14734235405921936 (0.13704775683343012) | > loss_disc_real_1: 0.20324373245239258 (0.1951083636436706) | > loss_disc_real_2: 0.19815346598625183 (0.18916167199420608) | > loss_disc_real_3: 0.23480981588363647 (0.20425844292801162) | > loss_disc_real_4: 0.18383830785751343 (0.19829492261394474) | > loss_disc_real_5: 0.20031729340553284 (0.2031217710807537) | > loss_0: 2.19954252243042 (2.2050286523806752) | > grad_norm_0: tensor(34.9406, device='cuda:0') (tensor(37.0562, device='cuda:0')) | > loss_gen: 2.745360851287842 (2.7890435312038804) | > loss_kl: 1.738660454750061 (1.7704875113872385) | > loss_feat: 8.422183990478516 (8.38354050501799) | > loss_mel: 13.578757286071777 (13.548303347367506) | > loss_duration: 1.7052017450332642 (1.7069010306627324) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.19016456604004 (28.19827594512548) | > grad_norm_1: tensor(842.4622, device='cuda:0') (tensor(752.5185, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8389 (0.8446217935818893) | > loader_time: 0.0096 (0.010269442429909337)  --> TIME: 2025-05-09 09:06:54 -- STEP: 362/725 -- GLOBAL_STEP: 126700 | > loss_disc: 2.2447104454040527 (2.208439049141185) | > loss_disc_real_0: 0.12076456844806671 (0.13725549959222563) | > loss_disc_real_1: 0.20339566469192505 (0.19524470860786852) | > loss_disc_real_2: 0.1976660043001175 (0.1894628751755417) | > loss_disc_real_3: 0.22184419631958008 (0.2044041942578653) | > loss_disc_real_4: 0.20516860485076904 (0.19886380355825736) | > loss_disc_real_5: 0.2136821448802948 (0.20344281723486127) | > loss_0: 2.2447104454040527 (2.208439049141185) | > grad_norm_0: tensor(27.8267, device='cuda:0') (tensor(35.9589, device='cuda:0')) | > loss_gen: 2.7998647689819336 (2.7801804871848925) | > loss_kl: 2.037061929702759 (1.7700307421921369) | > loss_feat: 7.779675483703613 (8.348780786134922) | > loss_mel: 12.90866756439209 (13.522498984363198) | > loss_duration: 1.6348141431808472 (1.7059285057842402) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.16008186340332 (28.12741952442991) | > grad_norm_1: tensor(851.8722, device='cuda:0') (tensor(753.3165, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8479 (0.8445058066541977) | > loader_time: 0.0104 (0.010205944598709014)  --> TIME: 2025-05-09 09:07:37 -- STEP: 412/725 -- GLOBAL_STEP: 126750 | > loss_disc: 2.3353629112243652 (2.2103305262269344) | > loss_disc_real_0: 0.1663503646850586 (0.1382005014411596) | > loss_disc_real_1: 0.18083836138248444 (0.19519145146590985) | > loss_disc_real_2: 0.21210677921772003 (0.1894111359871705) | > loss_disc_real_3: 0.20129777491092682 (0.20456885398157593) | > loss_disc_real_4: 0.22987960278987885 (0.19899379165427195) | > loss_disc_real_5: 0.21997463703155518 (0.2029959798871892) | > loss_0: 2.3353629112243652 (2.2103305262269344) | > grad_norm_0: tensor(34.6390, device='cuda:0') (tensor(36.4524, device='cuda:0')) | > loss_gen: 2.748922348022461 (2.781687345898267) | > loss_kl: 1.6799771785736084 (1.7666199218879628) | > loss_feat: 7.5868916511535645 (8.343176460960528) | > loss_mel: 13.045931816101074 (13.52105894829463) | > loss_duration: 1.693112850189209 (1.7066200685153887) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.754837036132812 (28.11916275394773) | > grad_norm_1: tensor(404.2163, device='cuda:0') (tensor(739.8638, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8538 (0.8446354084801906) | > loader_time: 0.0094 (0.010178254067319106)  --> TIME: 2025-05-09 09:08:20 -- STEP: 462/725 -- GLOBAL_STEP: 126800 | > loss_disc: 2.1175918579101562 (2.210855637793933) | > loss_disc_real_0: 0.12593543529510498 (0.1375627375381202) | > loss_disc_real_1: 0.1900814026594162 (0.19537440832559158) | > loss_disc_real_2: 0.19449637830257416 (0.18965095259023418) | > loss_disc_real_3: 0.23337183892726898 (0.2045168626360047) | > loss_disc_real_4: 0.1954827606678009 (0.199048271491414) | > loss_disc_real_5: 0.1798751801252365 (0.2034434727776102) | > loss_0: 2.1175918579101562 (2.210855637793933) | > grad_norm_0: tensor(31.0724, device='cuda:0') (tensor(36.0139, device='cuda:0')) | > loss_gen: 2.9264330863952637 (2.776399337368094) | > loss_kl: 1.632285714149475 (1.7635970244676007) | > loss_feat: 9.062389373779297 (8.328633286736222) | > loss_mel: 13.718920707702637 (13.506634491346615) | > loss_duration: 1.7390226125717163 (1.7064930995305378) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.07905387878418 (28.081757252350513) | > grad_norm_1: tensor(940.3453, device='cuda:0') (tensor(738.5105, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.7842 (0.8441520588738578) | > loader_time: 0.0094 (0.010152536037164329)  --> TIME: 2025-05-09 09:09:03 -- STEP: 512/725 -- GLOBAL_STEP: 126850 | > loss_disc: 2.224475383758545 (2.211125266738236) | > loss_disc_real_0: 0.1689693182706833 (0.13750788565812377) | > loss_disc_real_1: 0.1605859249830246 (0.1952853674301877) | > loss_disc_real_2: 0.1910141557455063 (0.18953618634259312) | > loss_disc_real_3: 0.18761169910430908 (0.20449205598561093) | > loss_disc_real_4: 0.1543208658695221 (0.199157733033644) | > loss_disc_real_5: 0.23174501955509186 (0.20337903845938854) | > loss_0: 2.224475383758545 (2.211125266738236) | > grad_norm_0: tensor(18.3756, device='cuda:0') (tensor(35.8889, device='cuda:0')) | > loss_gen: 2.7957394123077393 (2.7746563837863505) | > loss_kl: 1.767415165901184 (1.760941016720608) | > loss_feat: 8.241240501403809 (8.320695535279803) | > loss_mel: 13.358152389526367 (13.50559382326901) | > loss_duration: 1.6736177206039429 (1.70717064733617) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.836166381835938 (28.069057412445545) | > grad_norm_1: tensor(746.8254, device='cuda:0') (tensor(734.7066, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8325 (0.8438700791448355) | > loader_time: 0.0104 (0.010107520502060648)  --> TIME: 2025-05-09 09:09:45 -- STEP: 562/725 -- GLOBAL_STEP: 126900 | > loss_disc: 2.007690668106079 (2.2096339973266437) | > loss_disc_real_0: 0.09027118235826492 (0.13685528646982204) | > loss_disc_real_1: 0.20129325985908508 (0.19553767518534768) | > loss_disc_real_2: 0.17348186671733856 (0.1896922570053367) | > loss_disc_real_3: 0.19062963128089905 (0.2046377565247732) | > loss_disc_real_4: 0.18484333157539368 (0.19909212568582585) | > loss_disc_real_5: 0.1533639132976532 (0.20326174464196076) | > loss_0: 2.007690668106079 (2.2096339973266437) | > grad_norm_0: tensor(31.5120, device='cuda:0') (tensor(35.4882, device='cuda:0')) | > loss_gen: 2.951401710510254 (2.775882199141479) | > loss_kl: 1.519897222518921 (1.7590413273865644) | > loss_feat: 9.19987678527832 (8.321147894944149) | > loss_mel: 13.723495483398438 (13.501749663166308) | > loss_duration: 1.6690620183944702 (1.7069288536747156) | > amp_scaler: 128.0 (129.36654804270464) | > loss_1: 29.06373405456543 (28.06474996207023) | > grad_norm_1: tensor(996.9479, device='cuda:0') (tensor(735.5408, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8931 (0.8437889122878107) | > loader_time: 0.0095 (0.010075905993315669)  --> TIME: 2025-05-09 09:10:29 -- STEP: 612/725 -- GLOBAL_STEP: 126950 | > loss_disc: 2.3104429244995117 (2.21049130079793) | > loss_disc_real_0: 0.16039112210273743 (0.1368228266794792) | > loss_disc_real_1: 0.21010951697826385 (0.1955267886564232) | > loss_disc_real_2: 0.21163001656532288 (0.18980345273621702) | > loss_disc_real_3: 0.24269603192806244 (0.20469960857645356) | > loss_disc_real_4: 0.23526394367218018 (0.1990761852585801) | > loss_disc_real_5: 0.2055264711380005 (0.20354782351676157) | > loss_0: 2.3104429244995117 (2.21049130079793) | > grad_norm_0: tensor(22.4889, device='cuda:0') (tensor(35.2963, device='cuda:0')) | > loss_gen: 2.742452621459961 (2.776595493936851) | > loss_kl: 1.8298852443695068 (1.761844125643275) | > loss_feat: 8.040292739868164 (8.316287459111669) | > loss_mel: 13.775314331054688 (13.497542108585641) | > loss_duration: 1.6433947086334229 (1.7065656629263182) | > amp_scaler: 128.0 (129.25490196078425) | > loss_1: 28.031339645385742 (28.058834851956835) | > grad_norm_1: tensor(617.9238, device='cuda:0') (tensor(728.8979, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.823 (0.8453320268712015) | > loader_time: 0.009 (0.010057063663707058)  --> TIME: 2025-05-09 09:11:12 -- STEP: 662/725 -- GLOBAL_STEP: 127000 | > loss_disc: 2.227803945541382 (2.2114414221570557) | > loss_disc_real_0: 0.14325177669525146 (0.13679490263751048) | > loss_disc_real_1: 0.19860969483852386 (0.19548768664955005) | > loss_disc_real_2: 0.2019190490245819 (0.1898986877271414) | > loss_disc_real_3: 0.18784180283546448 (0.20470171282208577) | > loss_disc_real_4: 0.19483691453933716 (0.19913836879222396) | > loss_disc_real_5: 0.2511570453643799 (0.20387036366855266) | > loss_0: 2.227803945541382 (2.2114414221570557) | > grad_norm_0: tensor(41.3030, device='cuda:0') (tensor(34.9842, device='cuda:0')) | > loss_gen: 2.780316114425659 (2.7743191106802025) | > loss_kl: 1.7462825775146484 (1.7625564342178968) | > loss_feat: 7.422537326812744 (8.307499974875997) | > loss_mel: 11.832759857177734 (13.492290044479148) | > loss_duration: 1.7338988780975342 (1.7071022121207589) | > amp_scaler: 128.0 (129.1601208459214) | > loss_1: 25.515792846679688 (28.04376775908686) | > grad_norm_1: tensor(813.2734, device='cuda:0') (tensor(731.1387, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8722 (0.8454117144702786) | > loader_time: 0.0101 (0.010041656811071671) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_127000.pth  --> TIME: 2025-05-09 09:11:58 -- STEP: 712/725 -- GLOBAL_STEP: 127050 | > loss_disc: 2.317037582397461 (2.212091009938314) | > loss_disc_real_0: 0.14937733113765717 (0.1368822167271724) | > loss_disc_real_1: 0.20074675977230072 (0.1954631242440657) | > loss_disc_real_2: 0.1842356026172638 (0.19010023289265912) | > loss_disc_real_3: 0.239166259765625 (0.20481682179516622) | > loss_disc_real_4: 0.20333179831504822 (0.19917857768327987) | > loss_disc_real_5: 0.20769107341766357 (0.20392466909932283) | > loss_0: 2.317037582397461 (2.212091009938314) | > grad_norm_0: tensor(36.0526, device='cuda:0') (tensor(35.0745, device='cuda:0')) | > loss_gen: 2.6204233169555664 (2.7741334093420704) | > loss_kl: 1.9074122905731201 (1.7627663051479319) | > loss_feat: 6.653487682342529 (8.310898202188886) | > loss_mel: 12.117854118347168 (13.509494151961945) | > loss_duration: 1.7128984928131104 (1.706852073080084) | > amp_scaler: 128.0 (129.07865168539334) | > loss_1: 25.012073516845703 (28.0641441264849) | > grad_norm_1: tensor(211.7769, device='cuda:0') (tensor(732.2587, device='cuda:0')) | > current_lr_0: 0.0001972439917701661 | > current_lr_1: 0.0001972439917701661 | > step_time: 0.8293 (0.8456709820233036) | > loader_time: 0.0094 (0.010046840383765411)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3394150733947754 (2.3394150733947754) | > loss_disc_real_0: 0.15207810699939728 (0.15207810699939728) | > loss_disc_real_1: 0.18851597607135773 (0.18851597607135773) | > loss_disc_real_2: 0.1745111346244812 (0.1745111346244812) | > loss_disc_real_3: 0.22496263682842255 (0.22496263682842255) | > loss_disc_real_4: 0.27578404545783997 (0.27578404545783997) | > loss_disc_real_5: 0.24013327062129974 (0.24013327062129974) | > loss_0: 2.3394150733947754 (2.3394150733947754) | > loss_gen: 2.506868362426758 (2.506868362426758) | > loss_kl: 1.9514245986938477 (1.9514245986938477) | > loss_feat: 8.30600643157959 (8.30600643157959) | > loss_mel: 14.236762046813965 (14.236762046813965) | > loss_duration: 1.6657392978668213 (1.6657392978668213) | > loss_1: 28.66680145263672 (28.66680145263672)  --> STEP: 1 | > loss_disc: 2.346191167831421 (2.346191167831421) | > loss_disc_real_0: 0.1587115377187729 (0.1587115377187729) | > loss_disc_real_1: 0.18243508040905 (0.18243508040905) | > loss_disc_real_2: 0.1696740835905075 (0.1696740835905075) | > loss_disc_real_3: 0.22145216166973114 (0.22145216166973114) | > loss_disc_real_4: 0.2848588228225708 (0.2848588228225708) | > loss_disc_real_5: 0.24349625408649445 (0.24349625408649445) | > loss_0: 2.346191167831421 (2.346191167831421) | > loss_gen: 2.5476133823394775 (2.5476133823394775) | > loss_kl: 1.8341728448867798 (1.8341728448867798) | > loss_feat: 7.98730993270874 (7.98730993270874) | > loss_mel: 13.861356735229492 (13.861356735229492) | > loss_duration: 1.7834703922271729 (1.7834703922271729) | > loss_1: 28.0139217376709 (28.0139217376709)  --> STEP: 2 | > loss_disc: 2.3272762298583984 (2.3367336988449097) | > loss_disc_real_0: 0.13635045289993286 (0.14753099530935287) | > loss_disc_real_1: 0.18855923414230347 (0.18549715727567673) | > loss_disc_real_2: 0.17815935611724854 (0.17391671985387802) | > loss_disc_real_3: 0.19305320084095 (0.20725268125534058) | > loss_disc_real_4: 0.2586023211479187 (0.27173057198524475) | > loss_disc_real_5: 0.2531442940235138 (0.24832027405500412) | > loss_0: 2.3272762298583984 (2.3367336988449097) | > loss_gen: 2.4695546627044678 (2.5085840225219727) | > loss_kl: 1.8903385400772095 (1.8622556924819946) | > loss_feat: 8.47978687286377 (8.233548402786255) | > loss_mel: 14.285300254821777 (14.073328495025635) | > loss_duration: 1.8223997354507446 (1.8029350638389587) | > loss_1: 28.94738006591797 (28.480650901794434)  --> STEP: 3 | > loss_disc: 2.2642769813537598 (2.312581459681193) | > loss_disc_real_0: 0.13789859414100647 (0.14432019491990408) | > loss_disc_real_1: 0.19431884586811066 (0.18843772013982138) | > loss_disc_real_2: 0.15678244829177856 (0.16820529599984488) | > loss_disc_real_3: 0.2056930512189865 (0.20673280457655588) | > loss_disc_real_4: 0.25871947407722473 (0.2673935393492381) | > loss_disc_real_5: 0.2530229687690735 (0.2498878389596939) | > loss_0: 2.2642769813537598 (2.312581459681193) | > loss_gen: 2.5448520183563232 (2.5206733544667563) | > loss_kl: 1.8725823163986206 (1.8656979004542034) | > loss_feat: 8.115337371826172 (8.19414472579956) | > loss_mel: 14.16372299194336 (14.103459993998209) | > loss_duration: 1.788012981414795 (1.7979610363642375) | > loss_1: 28.484506607055664 (28.48193613688151)  --> STEP: 4 | > loss_disc: 2.225297451019287 (2.2907604575157166) | > loss_disc_real_0: 0.11780000478029251 (0.13769014738500118) | > loss_disc_real_1: 0.18694338202476501 (0.18806413561105728) | > loss_disc_real_2: 0.16458846628665924 (0.16730108857154846) | > loss_disc_real_3: 0.19448134303092957 (0.2036699391901493) | > loss_disc_real_4: 0.2750479578971863 (0.26930714398622513) | > loss_disc_real_5: 0.2303357571363449 (0.24499981850385666) | > loss_0: 2.225297451019287 (2.2907604575157166) | > loss_gen: 2.6296894550323486 (2.5479273796081543) | > loss_kl: 1.8187251091003418 (1.853954702615738) | > loss_feat: 8.755459785461426 (8.334473490715027) | > loss_mel: 16.495681762695312 (14.701515436172485) | > loss_duration: 1.7189189195632935 (1.7782005071640015) | > loss_1: 31.418476104736328 (29.216071128845215) --> EVAL PERFORMANCE | > avg_loader_time: 0.2747315764427185 (-0.0042459964752197266) | > avg_loss_disc: 2.2907604575157166 (+0.1749538779258728) | > avg_loss_disc_real_0: 0.13769014738500118 (+0.00532945990562439) | > avg_loss_disc_real_1: 0.18806413561105728 (+0.012018810957670212) | > avg_loss_disc_real_2: 0.16730108857154846 (+0.012907382100820541) | > avg_loss_disc_real_3: 0.2036699391901493 (+0.0036053508520126343) | > avg_loss_disc_real_4: 0.26930714398622513 (+0.05241471156477928) | > avg_loss_disc_real_5: 0.24499981850385666 (+0.03217845782637596) | > avg_loss_0: 2.2907604575157166 (+0.1749538779258728) | > avg_loss_gen: 2.5479273796081543 (-0.26828432083129883) | > avg_loss_kl: 1.853954702615738 (-0.0421464741230011) | > avg_loss_feat: 8.334473490715027 (-0.8869644403457642) | > avg_loss_mel: 14.701515436172485 (+0.2855865955352783) | > avg_loss_duration: 1.7782005071640015 (+0.0029568076133728027) | > avg_loss_1: 29.216071128845215 (-0.9088525772094727)  > EPOCH: 112/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 09:12:15)   --> TIME: 2025-05-09 09:12:48 -- STEP: 37/725 -- GLOBAL_STEP: 127100 | > loss_disc: 2.248980760574341 (2.2141277049038863) | > loss_disc_real_0: 0.10645239055156708 (0.13404381033536544) | > loss_disc_real_1: 0.19017376005649567 (0.19463588861194817) | > loss_disc_real_2: 0.18058598041534424 (0.19204257187005636) | > loss_disc_real_3: 0.2211696207523346 (0.2074307601999592) | > loss_disc_real_4: 0.19364748895168304 (0.1977206182640952) | > loss_disc_real_5: 0.21323736011981964 (0.20764100350238182) | > loss_0: 2.248980760574341 (2.2141277049038863) | > grad_norm_0: tensor(17.1777, device='cuda:0') (tensor(34.7407, device='cuda:0')) | > loss_gen: 2.7458958625793457 (2.7571605991672827) | > loss_kl: 1.6503719091415405 (1.766413437353598) | > loss_feat: 8.968766212463379 (8.370218328527502) | > loss_mel: 13.330533027648926 (13.602366988723343) | > loss_duration: 1.707372784614563 (1.7016984256538186) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.402938842773438 (28.19785767632562) | > grad_norm_1: tensor(115.8624, device='cuda:0') (tensor(802.5087, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8417 (0.8441111139349036) | > loader_time: 0.0097 (0.009580708838797905)  --> TIME: 2025-05-09 09:13:32 -- STEP: 87/725 -- GLOBAL_STEP: 127150 | > loss_disc: 2.3385820388793945 (2.1986169595828007) | > loss_disc_real_0: 0.07256431132555008 (0.1333817168213855) | > loss_disc_real_1: 0.1852521449327469 (0.19528408451326962) | > loss_disc_real_2: 0.19791996479034424 (0.18990871635661727) | > loss_disc_real_3: 0.21156121790409088 (0.20499119556498255) | > loss_disc_real_4: 0.19790007174015045 (0.1977748052142132) | > loss_disc_real_5: 0.19132964313030243 (0.20293120663056427) | > loss_0: 2.3385820388793945 (2.1986169595828007) | > grad_norm_0: tensor(30.7960, device='cuda:0') (tensor(35.6022, device='cuda:0')) | > loss_gen: 2.6794967651367188 (2.8020662000809597) | > loss_kl: 1.6236668825149536 (1.7421852994239193) | > loss_feat: 8.627752304077148 (8.410328437542091) | > loss_mel: 13.06775188446045 (13.525465384296988) | > loss_duration: 1.6744706630706787 (1.7048458409035343) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.673139572143555 (28.184891251311907) | > grad_norm_1: tensor(855.9337, device='cuda:0') (tensor(737.2136, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8132 (0.8500789390213188) | > loader_time: 0.0092 (0.009854319451869221)  --> TIME: 2025-05-09 09:14:15 -- STEP: 137/725 -- GLOBAL_STEP: 127200 | > loss_disc: 2.18823504447937 (2.2101586282688346) | > loss_disc_real_0: 0.09526200592517853 (0.136400908829957) | > loss_disc_real_1: 0.1967148631811142 (0.19534946532145034) | > loss_disc_real_2: 0.18772189319133759 (0.18950796823431976) | > loss_disc_real_3: 0.16273345053195953 (0.2048317922727905) | > loss_disc_real_4: 0.2067519575357437 (0.1988478692343635) | > loss_disc_real_5: 0.20881511270999908 (0.20368099767361245) | > loss_0: 2.18823504447937 (2.2101586282688346) | > grad_norm_0: tensor(23.0403, device='cuda:0') (tensor(34.1773, device='cuda:0')) | > loss_gen: 2.7146897315979004 (2.7770207763588344) | > loss_kl: 1.7781423330307007 (1.7425432457541028) | > loss_feat: 7.862782001495361 (8.31737101687132) | > loss_mel: 12.886434555053711 (13.439923912939364) | > loss_duration: 1.6971044540405273 (1.7054621485898094) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.939151763916016 (27.98232117534554) | > grad_norm_1: tensor(705.9119, device='cuda:0') (tensor(707.2408, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8156 (0.8462378961326432) | > loader_time: 0.0094 (0.009949309982522563)  --> TIME: 2025-05-09 09:14:57 -- STEP: 187/725 -- GLOBAL_STEP: 127250 | > loss_disc: 2.3281352519989014 (2.211619322312708) | > loss_disc_real_0: 0.14253008365631104 (0.136647161833424) | > loss_disc_real_1: 0.17818637192249298 (0.195684411946465) | > loss_disc_real_2: 0.21012204885482788 (0.18992685729807074) | > loss_disc_real_3: 0.24538691341876984 (0.20470680152987422) | > loss_disc_real_4: 0.196474090218544 (0.19943286876946206) | > loss_disc_real_5: 0.2016601860523224 (0.2036219861577539) | > loss_0: 2.3281352519989014 (2.211619322312708) | > grad_norm_0: tensor(10.9779, device='cuda:0') (tensor(34.8948, device='cuda:0')) | > loss_gen: 2.4332685470581055 (2.773620801813462) | > loss_kl: 1.8553768396377563 (1.7426521707983578) | > loss_feat: 7.710122585296631 (8.300390501073345) | > loss_mel: 13.353438377380371 (13.456526037205986) | > loss_duration: 1.7465063333511353 (1.7065626013087716) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.098712921142578 (27.979752086700604) | > grad_norm_1: tensor(617.2346, device='cuda:0') (tensor(729.3595, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8364 (0.8437076966392805) | > loader_time: 0.0101 (0.009961084886030718)  --> TIME: 2025-05-09 09:15:40 -- STEP: 237/725 -- GLOBAL_STEP: 127300 | > loss_disc: 2.3176023960113525 (2.2064374297983025) | > loss_disc_real_0: 0.14696453511714935 (0.13526435152387825) | > loss_disc_real_1: 0.22976823151111603 (0.19507416334584796) | > loss_disc_real_2: 0.20635268092155457 (0.18970240124418766) | > loss_disc_real_3: 0.2318727821111679 (0.20462269615774925) | > loss_disc_real_4: 0.18924587965011597 (0.19882451375074023) | > loss_disc_real_5: 0.22082695364952087 (0.20352884642937014) | > loss_0: 2.3176023960113525 (2.2064374297983025) | > grad_norm_0: tensor(27.6450, device='cuda:0') (tensor(35.1359, device='cuda:0')) | > loss_gen: 2.560866117477417 (2.780404263910865) | > loss_kl: 1.9543863534927368 (1.7545379163846688) | > loss_feat: 6.5278401374816895 (8.328044346113254) | > loss_mel: 11.986196517944336 (13.463115680066846) | > loss_duration: 1.6977577209472656 (1.706362192137835) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.7270450592041 (28.032464361391995) | > grad_norm_1: tensor(491.2708, device='cuda:0') (tensor(726.8134, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8091 (0.8436795618966663) | > loader_time: 0.0092 (0.009935029951328972)  --> TIME: 2025-05-09 09:16:23 -- STEP: 287/725 -- GLOBAL_STEP: 127350 | > loss_disc: 2.292564868927002 (2.207341762369933) | > loss_disc_real_0: 0.13635289669036865 (0.1353585436836352) | > loss_disc_real_1: 0.19449999928474426 (0.19470382344224313) | > loss_disc_real_2: 0.230943500995636 (0.1898523781980787) | > loss_disc_real_3: 0.24397045373916626 (0.20483069568353257) | > loss_disc_real_4: 0.20962584018707275 (0.1986625981143958) | > loss_disc_real_5: 0.2446504831314087 (0.20380515426085807) | > loss_0: 2.292564868927002 (2.207341762369933) | > grad_norm_0: tensor(26.4278, device='cuda:0') (tensor(35.0194, device='cuda:0')) | > loss_gen: 2.7339553833007812 (2.774865996131499) | > loss_kl: 1.637656807899475 (1.7536236105895624) | > loss_feat: 8.095054626464844 (8.299010996203814) | > loss_mel: 13.271217346191406 (13.426626873348647) | > loss_duration: 1.7272595167160034 (1.7061007458989212) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.46514320373535 (27.960228198912084) | > grad_norm_1: tensor(1021.6750, device='cuda:0') (tensor(732.9823, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.7968 (0.8429858202718276) | > loader_time: 0.0109 (0.009949373451259494)  --> TIME: 2025-05-09 09:17:06 -- STEP: 337/725 -- GLOBAL_STEP: 127400 | > loss_disc: 2.1384246349334717 (2.205263329542708) | > loss_disc_real_0: 0.09750046581029892 (0.13522485561823636) | > loss_disc_real_1: 0.17664825916290283 (0.194368757329638) | > loss_disc_real_2: 0.16136907041072845 (0.1897066411526337) | > loss_disc_real_3: 0.19168177247047424 (0.2044378572560914) | > loss_disc_real_4: 0.18195533752441406 (0.1985573506408347) | > loss_disc_real_5: 0.1823718249797821 (0.20394432730420056) | > loss_0: 2.1384246349334717 (2.205263329542708) | > grad_norm_0: tensor(30.3451, device='cuda:0') (tensor(34.8404, device='cuda:0')) | > loss_gen: 2.6150543689727783 (2.7735384423230456) | > loss_kl: 1.6127018928527832 (1.750458327882014) | > loss_feat: 7.93085241317749 (8.291078595803837) | > loss_mel: 13.467056274414062 (13.4202122193062) | > loss_duration: 1.675731897354126 (1.705600371700366) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.3013973236084 (27.940887926594087) | > grad_norm_1: tensor(364.7402, device='cuda:0') (tensor(738.0966, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8768 (0.8427977823715885) | > loader_time: 0.0102 (0.009945446376630748)  --> TIME: 2025-05-09 09:17:49 -- STEP: 387/725 -- GLOBAL_STEP: 127450 | > loss_disc: 2.332882881164551 (2.2094943954655033) | > loss_disc_real_0: 0.13375365734100342 (0.13541027031434605) | > loss_disc_real_1: 0.2218412458896637 (0.19498594548043047) | > loss_disc_real_2: 0.21502654254436493 (0.1906439869132768) | > loss_disc_real_3: 0.2245529443025589 (0.20444188511494835) | > loss_disc_real_4: 0.22671277821063995 (0.19877556902031573) | > loss_disc_real_5: 0.21164114773273468 (0.2044022658151558) | > loss_0: 2.332882881164551 (2.2094943954655033) | > grad_norm_0: tensor(56.4999, device='cuda:0') (tensor(35.2657, device='cuda:0')) | > loss_gen: 2.640795946121216 (2.7692098130859453) | > loss_kl: 1.7776272296905518 (1.749675940173541) | > loss_feat: 6.873268127441406 (8.265624360520716) | > loss_mel: 12.178045272827148 (13.415748352228208) | > loss_duration: 1.7645646333694458 (1.7058237649365604) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.234302520751953 (27.906082212462906) | > grad_norm_1: tensor(926.0682, device='cuda:0') (tensor(750.8748, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8483 (0.8433608004597112) | > loader_time: 0.0095 (0.00994031127417119)  --> TIME: 2025-05-09 09:18:32 -- STEP: 437/725 -- GLOBAL_STEP: 127500 | > loss_disc: 2.2573859691619873 (2.212268574559713) | > loss_disc_real_0: 0.10564538836479187 (0.13748470939337792) | > loss_disc_real_1: 0.1888856589794159 (0.19519875022994027) | > loss_disc_real_2: 0.20079442858695984 (0.19040050601386363) | > loss_disc_real_3: 0.22280816733837128 (0.2047953155889119) | > loss_disc_real_4: 0.2081521451473236 (0.19879414028652206) | > loss_disc_real_5: 0.18888090550899506 (0.20408137200626142) | > loss_0: 2.2573859691619873 (2.212268574559713) | > grad_norm_0: tensor(35.2848, device='cuda:0') (tensor(36.2519, device='cuda:0')) | > loss_gen: 2.606912851333618 (2.7741936377038674) | > loss_kl: 1.8782070875167847 (1.7517031957683082) | > loss_feat: 7.592310905456543 (8.27783581321246) | > loss_mel: 11.857736587524414 (13.418698760410196) | > loss_duration: 1.6794885396957397 (1.7056051847318217) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.614656448364258 (27.92803654790743) | > grad_norm_1: tensor(577.2115, device='cuda:0') (tensor(741.0307, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8825 (0.8434780642424348) | > loader_time: 0.0103 (0.009922606994140075)  --> TIME: 2025-05-09 09:19:14 -- STEP: 487/725 -- GLOBAL_STEP: 127550 | > loss_disc: 2.2998199462890625 (2.2136849221262818) | > loss_disc_real_0: 0.1349579095840454 (0.13717028558315425) | > loss_disc_real_1: 0.16433843970298767 (0.1952453536235821) | > loss_disc_real_2: 0.20538245141506195 (0.19070248171166956) | > loss_disc_real_3: 0.1877761036157608 (0.20473991059057528) | > loss_disc_real_4: 0.20685051381587982 (0.19903202364087355) | > loss_disc_real_5: 0.18654170632362366 (0.20435802488601187) | > loss_0: 2.2998199462890625 (2.2136849221262818) | > grad_norm_0: tensor(47.2418, device='cuda:0') (tensor(36.0243, device='cuda:0')) | > loss_gen: 2.602630376815796 (2.772274730141892) | > loss_kl: 1.8360121250152588 (1.7521592601368805) | > loss_feat: 7.896064281463623 (8.272524818992236) | > loss_mel: 12.459335327148438 (13.432271524621232) | > loss_duration: 1.6889288425445557 (1.706677384689848) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.48297119140625 (27.93590766546418) | > grad_norm_1: tensor(749.2984, device='cuda:0') (tensor(730.4625, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.7987 (0.8428705952740301) | > loader_time: 0.0101 (0.009904999997336768)  --> TIME: 2025-05-09 09:19:57 -- STEP: 537/725 -- GLOBAL_STEP: 127600 | > loss_disc: 2.1627252101898193 (2.213744182160444) | > loss_disc_real_0: 0.1291084587574005 (0.13706504955915536) | > loss_disc_real_1: 0.17702971398830414 (0.1956021066761994) | > loss_disc_real_2: 0.20026233792304993 (0.19078349953368157) | > loss_disc_real_3: 0.20896509289741516 (0.20467687782517585) | > loss_disc_real_4: 0.22409863770008087 (0.19903776574068235) | > loss_disc_real_5: 0.21087881922721863 (0.2043784857906221) | > loss_0: 2.1627252101898193 (2.213744182160444) | > grad_norm_0: tensor(52.1857, device='cuda:0') (tensor(36.2578, device='cuda:0')) | > loss_gen: 2.794583797454834 (2.770290184731368) | > loss_kl: 1.6703354120254517 (1.7519974708557131) | > loss_feat: 9.053656578063965 (8.2670495825329) | > loss_mel: 13.356857299804688 (13.433950003298966) | > loss_duration: 1.7387316226959229 (1.7071762491204887) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.614164352416992 (27.93046344636317) | > grad_norm_1: tensor(1165.3503, device='cuda:0') (tensor(732.7328, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8402 (0.8423454148809335) | > loader_time: 0.0091 (0.009918659536976173)  --> TIME: 2025-05-09 09:20:39 -- STEP: 587/725 -- GLOBAL_STEP: 127650 | > loss_disc: 2.116987705230713 (2.2120387799898222) | > loss_disc_real_0: 0.12867522239685059 (0.13689135565871477) | > loss_disc_real_1: 0.20802123844623566 (0.19549920157334266) | > loss_disc_real_2: 0.17754264175891876 (0.1905746054811818) | > loss_disc_real_3: 0.22367572784423828 (0.20468127308651382) | > loss_disc_real_4: 0.21460451185703278 (0.1988333793169799) | > loss_disc_real_5: 0.20868150889873505 (0.20409311389699702) | > loss_0: 2.116987705230713 (2.2120387799898222) | > grad_norm_0: tensor(18.0655, device='cuda:0') (tensor(36.1304, device='cuda:0')) | > loss_gen: 2.8913605213165283 (2.7730130747189117) | > loss_kl: 1.8302479982376099 (1.7548795899906198) | > loss_feat: 8.511716842651367 (8.280012581579944) | > loss_mel: 13.534791946411133 (13.434830902788464) | > loss_duration: 1.6797394752502441 (1.70666585768711) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.447856903076172 (27.949401982192082) | > grad_norm_1: tensor(720.1083, device='cuda:0') (tensor(736.0340, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8386 (0.841871074760996) | > loader_time: 0.0102 (0.009919212867697834)  --> TIME: 2025-05-09 09:21:22 -- STEP: 637/725 -- GLOBAL_STEP: 127700 | > loss_disc: 2.2867319583892822 (2.2100870263071193) | > loss_disc_real_0: 0.1012866348028183 (0.13630177446727287) | > loss_disc_real_1: 0.17489293217658997 (0.19540093609919923) | > loss_disc_real_2: 0.17980234324932098 (0.19033648768436953) | > loss_disc_real_3: 0.22932122647762299 (0.20482492299525296) | > loss_disc_real_4: 0.20437172055244446 (0.19876500442507136) | > loss_disc_real_5: 0.17649976909160614 (0.20378663179170767) | > loss_0: 2.2867319583892822 (2.2100870263071193) | > grad_norm_0: tensor(41.6025, device='cuda:0') (tensor(35.7747, device='cuda:0')) | > loss_gen: 2.7583248615264893 (2.7750643568473103) | > loss_kl: 1.7023652791976929 (1.7554115947786275) | > loss_feat: 7.345966815948486 (8.297801561969425) | > loss_mel: 12.306925773620605 (13.447851737964097) | > loss_duration: 1.667019009590149 (1.706329348697393) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.780603408813477 (27.98245856675847) | > grad_norm_1: tensor(855.8595, device='cuda:0') (tensor(731.8696, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8282 (0.8415074528105779) | > loader_time: 0.0091 (0.00991776899041337)  --> TIME: 2025-05-09 09:22:05 -- STEP: 687/725 -- GLOBAL_STEP: 127750 | > loss_disc: 2.3136086463928223 (2.2110245767465644) | > loss_disc_real_0: 0.1465044766664505 (0.1367534343397253) | > loss_disc_real_1: 0.20387005805969238 (0.1953357054243269) | > loss_disc_real_2: 0.18781940639019012 (0.19017763485728045) | > loss_disc_real_3: 0.19502238929271698 (0.2048584839011905) | > loss_disc_real_4: 0.17783747613430023 (0.1987906907626809) | > loss_disc_real_5: 0.24248793721199036 (0.2040654066218039) | > loss_0: 2.3136086463928223 (2.2110245767465644) | > grad_norm_0: tensor(11.6676, device='cuda:0') (tensor(35.8005, device='cuda:0')) | > loss_gen: 2.546962022781372 (2.774005185395175) | > loss_kl: 1.792972207069397 (1.7558310340759196) | > loss_feat: 7.278458118438721 (8.293819471911752) | > loss_mel: 12.503805160522461 (13.458518950005633) | > loss_duration: 1.704986810684204 (1.7059875808254947) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.827184677124023 (27.98816219757391) | > grad_norm_1: tensor(131.3434, device='cuda:0') (tensor(731.5466, device='cuda:0')) | > current_lr_0: 0.0001972193362711948 | > current_lr_1: 0.0001972193362711948 | > step_time: 0.8604 (0.8413318907503131) | > loader_time: 0.0096 (0.009918258700308324)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.205955982208252 (2.205955982208252) | > loss_disc_real_0: 0.12818147242069244 (0.12818147242069244) | > loss_disc_real_1: 0.16698089241981506 (0.16698089241981506) | > loss_disc_real_2: 0.21457310020923615 (0.21457310020923615) | > loss_disc_real_3: 0.2140255570411682 (0.2140255570411682) | > loss_disc_real_4: 0.2254999727010727 (0.2254999727010727) | > loss_disc_real_5: 0.24345552921295166 (0.24345552921295166) | > loss_0: 2.205955982208252 (2.205955982208252) | > loss_gen: 2.6677606105804443 (2.6677606105804443) | > loss_kl: 1.8765678405761719 (1.8765678405761719) | > loss_feat: 8.480158805847168 (8.480158805847168) | > loss_mel: 14.370377540588379 (14.370377540588379) | > loss_duration: 1.6704800128936768 (1.6704800128936768) | > loss_1: 29.065345764160156 (29.065345764160156)  --> STEP: 1 | > loss_disc: 2.2765159606933594 (2.2765159606933594) | > loss_disc_real_0: 0.1366652548313141 (0.1366652548313141) | > loss_disc_real_1: 0.1830195039510727 (0.1830195039510727) | > loss_disc_real_2: 0.22583168745040894 (0.22583168745040894) | > loss_disc_real_3: 0.1972304880619049 (0.1972304880619049) | > loss_disc_real_4: 0.23051992058753967 (0.23051992058753967) | > loss_disc_real_5: 0.23220615088939667 (0.23220615088939667) | > loss_0: 2.2765159606933594 (2.2765159606933594) | > loss_gen: 2.564436674118042 (2.564436674118042) | > loss_kl: 1.870257019996643 (1.870257019996643) | > loss_feat: 8.06789493560791 (8.06789493560791) | > loss_mel: 13.601073265075684 (13.601073265075684) | > loss_duration: 1.776019811630249 (1.776019811630249) | > loss_1: 27.879682540893555 (27.879682540893555)  --> STEP: 2 | > loss_disc: 2.2219736576080322 (2.249244809150696) | > loss_disc_real_0: 0.15350235998630524 (0.14508380740880966) | > loss_disc_real_1: 0.1701650470495224 (0.17659227550029755) | > loss_disc_real_2: 0.21794827282428741 (0.22188998013734818) | > loss_disc_real_3: 0.20136092603206635 (0.19929570704698563) | > loss_disc_real_4: 0.20632857084274292 (0.2184242457151413) | > loss_disc_real_5: 0.2141445130109787 (0.22317533195018768) | > loss_0: 2.2219736576080322 (2.249244809150696) | > loss_gen: 2.5610132217407227 (2.5627249479293823) | > loss_kl: 1.814087152481079 (1.842172086238861) | > loss_feat: 7.325828552246094 (7.696861743927002) | > loss_mel: 13.016679763793945 (13.308876514434814) | > loss_duration: 1.8003641366958618 (1.7881919741630554) | > loss_1: 26.517972946166992 (27.198827743530273)  --> STEP: 3 | > loss_disc: 2.2212140560150146 (2.2399012247721353) | > loss_disc_real_0: 0.1553719937801361 (0.1485132028659185) | > loss_disc_real_1: 0.18392282724380493 (0.17903579274813333) | > loss_disc_real_2: 0.22786715626716614 (0.22388237218062082) | > loss_disc_real_3: 0.21396799385547638 (0.20418646931648254) | > loss_disc_real_4: 0.2357264906167984 (0.22419166068236032) | > loss_disc_real_5: 0.22042763233184814 (0.22225943207740784) | > loss_0: 2.2212140560150146 (2.2399012247721353) | > loss_gen: 2.7202630043029785 (2.6152376333872476) | > loss_kl: 1.8427951335906982 (1.8423797686894734) | > loss_feat: 8.00204086303711 (7.798588116963704) | > loss_mel: 14.232321739196777 (13.616691589355469) | > loss_duration: 1.7886966466903687 (1.7883601983388264) | > loss_1: 28.586116790771484 (27.66125742594401)  --> STEP: 4 | > loss_disc: 2.274435520172119 (2.2485347986221313) | > loss_disc_real_0: 0.1427174210548401 (0.14706425741314888) | > loss_disc_real_1: 0.17877835035324097 (0.17897143214941025) | > loss_disc_real_2: 0.2133636772632599 (0.2212526984512806) | > loss_disc_real_3: 0.21911880373954773 (0.20791955292224884) | > loss_disc_real_4: 0.2574089765548706 (0.2324959896504879) | > loss_disc_real_5: 0.24299493432044983 (0.22744330763816833) | > loss_0: 2.274435520172119 (2.2485347986221313) | > loss_gen: 2.616713047027588 (2.6156064867973328) | > loss_kl: 1.7438483238220215 (1.8177469074726105) | > loss_feat: 7.2541117668151855 (7.662469029426575) | > loss_mel: 13.477935791015625 (13.582002639770508) | > loss_duration: 1.7327595949172974 (1.7744600474834442) | > loss_1: 26.825366973876953 (27.452284812927246) --> EVAL PERFORMANCE | > avg_loader_time: 0.2886837124824524 (+0.013952136039733887) | > avg_loss_disc: 2.2485347986221313 (-0.042225658893585205) | > avg_loss_disc_real_0: 0.14706425741314888 (+0.009374110028147697) | > avg_loss_disc_real_1: 0.17897143214941025 (-0.009092703461647034) | > avg_loss_disc_real_2: 0.2212526984512806 (+0.05395160987973213) | > avg_loss_disc_real_3: 0.20791955292224884 (+0.004249613732099533) | > avg_loss_disc_real_4: 0.2324959896504879 (-0.03681115433573723) | > avg_loss_disc_real_5: 0.22744330763816833 (-0.017556510865688324) | > avg_loss_0: 2.2485347986221313 (-0.042225658893585205) | > avg_loss_gen: 2.6156064867973328 (+0.06767910718917847) | > avg_loss_kl: 1.8177469074726105 (-0.03620779514312744) | > avg_loss_feat: 7.662469029426575 (-0.6720044612884521) | > avg_loss_mel: 13.582002639770508 (-1.1195127964019775) | > avg_loss_duration: 1.7744600474834442 (-0.003740459680557251) | > avg_loss_1: 27.452284812927246 (-1.7637863159179688)  > EPOCH: 113/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 09:22:43)   --> TIME: 2025-05-09 09:22:56 -- STEP: 12/725 -- GLOBAL_STEP: 127800 | > loss_disc: 2.4126133918762207 (2.243237098058065) | > loss_disc_real_0: 0.16725729405879974 (0.1385723544905583) | > loss_disc_real_1: 0.23192884027957916 (0.20149202644824982) | > loss_disc_real_2: 0.16620558500289917 (0.18527551740407944) | > loss_disc_real_3: 0.2059866040945053 (0.205431350817283) | > loss_disc_real_4: 0.21102234721183777 (0.20822891841332117) | > loss_disc_real_5: 0.1935424506664276 (0.20845691859722137) | > loss_0: 2.4126133918762207 (2.243237098058065) | > grad_norm_0: tensor(14.3993, device='cuda:0') (tensor(36.4155, device='cuda:0')) | > loss_gen: 2.3967185020446777 (2.719403545061747) | > loss_kl: 1.6951472759246826 (1.7359357476234436) | > loss_feat: 6.587441444396973 (8.233500599861145) | > loss_mel: 11.82069206237793 (13.976876815160116) | > loss_duration: 1.7318992614746094 (1.7005793352921803) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.23189926147461 (28.36629645029704) | > grad_norm_1: tensor(208.0327, device='cuda:0') (tensor(725.0691, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.838 (0.8279202580451965) | > loader_time: 0.0109 (0.00987680753072103)  --> TIME: 2025-05-09 09:23:39 -- STEP: 62/725 -- GLOBAL_STEP: 127850 | > loss_disc: 2.231346845626831 (2.224009929164764) | > loss_disc_real_0: 0.1452464759349823 (0.1367307747564008) | > loss_disc_real_1: 0.20501671731472015 (0.19643727521742543) | > loss_disc_real_2: 0.20304422080516815 (0.18887409015047935) | > loss_disc_real_3: 0.21638482809066772 (0.206468265143133) | > loss_disc_real_4: 0.18501456081867218 (0.20094374519202016) | > loss_disc_real_5: 0.1949487328529358 (0.20660190692832392) | > loss_0: 2.231346845626831 (2.224009929164764) | > grad_norm_0: tensor(17.4808, device='cuda:0') (tensor(37.3341, device='cuda:0')) | > loss_gen: 2.602508783340454 (2.7355045272457983) | > loss_kl: 1.7838612794876099 (1.7364922800371725) | > loss_feat: 7.066146373748779 (8.132241333684611) | > loss_mel: 11.654963493347168 (13.33600244214458) | > loss_duration: 1.742862343788147 (1.6947699823687155) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.850341796875 (27.63501053471719) | > grad_norm_1: tensor(860.4861, device='cuda:0') (tensor(843.6592, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8426 (0.8472522689450172) | > loader_time: 0.0095 (0.010030577259678998)  --> TIME: 2025-05-09 09:24:22 -- STEP: 112/725 -- GLOBAL_STEP: 127900 | > loss_disc: 2.116529703140259 (2.216619634202549) | > loss_disc_real_0: 0.13563065230846405 (0.13662994240543677) | > loss_disc_real_1: 0.20311127603054047 (0.19491931410240276) | > loss_disc_real_2: 0.20631463825702667 (0.18929119980228798) | > loss_disc_real_3: 0.18076424300670624 (0.20488164467470987) | > loss_disc_real_4: 0.17817874252796173 (0.20096392769898688) | > loss_disc_real_5: 0.1791307032108307 (0.20321065679724729) | > loss_0: 2.116529703140259 (2.216619634202549) | > grad_norm_0: tensor(37.3136, device='cuda:0') (tensor(37.4577, device='cuda:0')) | > loss_gen: 2.794656753540039 (2.773602775165013) | > loss_kl: 1.6602774858474731 (1.731625853904656) | > loss_feat: 8.43154239654541 (8.296124215636933) | > loss_mel: 13.034326553344727 (13.541978572096143) | > loss_duration: 1.7060189247131348 (1.699073507317475) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.626821517944336 (28.042405009269714) | > grad_norm_1: tensor(887.9623, device='cuda:0') (tensor(777.0250, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8396 (0.8481856350387845) | > loader_time: 0.0096 (0.01000206811087472)  --> TIME: 2025-05-09 09:25:05 -- STEP: 162/725 -- GLOBAL_STEP: 127950 | > loss_disc: 2.2464632987976074 (2.2089788913726798) | > loss_disc_real_0: 0.16042403876781464 (0.13475480358357783) | > loss_disc_real_1: 0.19790831208229065 (0.1944533889124423) | > loss_disc_real_2: 0.2179289162158966 (0.18931742913929034) | > loss_disc_real_3: 0.2008223980665207 (0.20396349293950164) | > loss_disc_real_4: 0.22090592980384827 (0.20041066619717043) | > loss_disc_real_5: 0.23665577173233032 (0.2033884726740696) | > loss_0: 2.2464632987976074 (2.2089788913726798) | > grad_norm_0: tensor(64.0460, device='cuda:0') (tensor(36.9739, device='cuda:0')) | > loss_gen: 2.815518379211426 (2.780962914596369) | > loss_kl: 1.675191044807434 (1.7325082605267748) | > loss_feat: 8.753384590148926 (8.31026319515558) | > loss_mel: 14.750741004943848 (13.53292328045692) | > loss_duration: 1.658784031867981 (1.6991175479359097) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.65361976623535 (28.05577528918231) | > grad_norm_1: tensor(904.7481, device='cuda:0') (tensor(760.0050, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8371 (0.8468808024017899) | > loader_time: 0.0095 (0.010026808138246886)  --> TIME: 2025-05-09 09:25:49 -- STEP: 212/725 -- GLOBAL_STEP: 128000 | > loss_disc: 2.2616491317749023 (2.2067625826259825) | > loss_disc_real_0: 0.15958456695079803 (0.1340529972441353) | > loss_disc_real_1: 0.1759982705116272 (0.19463326437574513) | > loss_disc_real_2: 0.20109497010707855 (0.18945467099547386) | > loss_disc_real_3: 0.2022736519575119 (0.20373104140162468) | > loss_disc_real_4: 0.20841825008392334 (0.19991720214767275) | > loss_disc_real_5: 0.1921357661485672 (0.20276549121118942) | > loss_0: 2.2616491317749023 (2.2067625826259825) | > grad_norm_0: tensor(37.2202, device='cuda:0') (tensor(36.5307, device='cuda:0')) | > loss_gen: 2.7756857872009277 (2.7803302182341505) | > loss_kl: 1.7228617668151855 (1.741592308822668) | > loss_feat: 7.924007415771484 (8.324512157800068) | > loss_mel: 12.38192081451416 (13.549883302652612) | > loss_duration: 1.7129172086715698 (1.698633390777516) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.517393112182617 (28.094951476690905) | > grad_norm_1: tensor(961.0568, device='cuda:0') (tensor(776.1599, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.84 (0.8507420027031088) | > loader_time: 0.0121 (0.01008206718372849) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_128000.pth  --> TIME: 2025-05-09 09:26:34 -- STEP: 262/725 -- GLOBAL_STEP: 128050 | > loss_disc: 2.001807451248169 (2.208634014803034) | > loss_disc_real_0: 0.10580484569072723 (0.13570033773097367) | > loss_disc_real_1: 0.17092499136924744 (0.1945096448291349) | > loss_disc_real_2: 0.18662068247795105 (0.18942473794667775) | > loss_disc_real_3: 0.20384535193443298 (0.20401579181429083) | > loss_disc_real_4: 0.18194551765918732 (0.19975727722617503) | > loss_disc_real_5: 0.20548895001411438 (0.2024118274109054) | > loss_0: 2.001807451248169 (2.208634014803034) | > grad_norm_0: tensor(24.0543, device='cuda:0') (tensor(37.3986, device='cuda:0')) | > loss_gen: 3.128653049468994 (2.786614481729404) | > loss_kl: 1.8317654132843018 (1.7511101556188278) | > loss_feat: 9.575133323669434 (8.340888534793423) | > loss_mel: 16.000213623046875 (13.563993079061726) | > loss_duration: 1.6986935138702393 (1.7001912316293206) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.234458923339844 (28.14279752105247) | > grad_norm_1: tensor(754.2939, device='cuda:0') (tensor(765.4360, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8846 (0.8486664176897238) | > loader_time: 0.0103 (0.010047594099554398)  --> TIME: 2025-05-09 09:27:17 -- STEP: 312/725 -- GLOBAL_STEP: 128100 | > loss_disc: 2.180816888809204 (2.2111528129913856) | > loss_disc_real_0: 0.12597568333148956 (0.1362487702415538) | > loss_disc_real_1: 0.1747274100780487 (0.19438746127371603) | > loss_disc_real_2: 0.17555618286132812 (0.19014039807594738) | > loss_disc_real_3: 0.2043675035238266 (0.20426041761843067) | > loss_disc_real_4: 0.22896480560302734 (0.19986230593461254) | > loss_disc_real_5: 0.17383737862110138 (0.2020899838266464) | > loss_0: 2.180816888809204 (2.2111528129913856) | > grad_norm_0: tensor(10.3629, device='cuda:0') (tensor(36.9492, device='cuda:0')) | > loss_gen: 2.8835909366607666 (2.778673632786823) | > loss_kl: 1.6932786703109741 (1.7537516084236973) | > loss_feat: 8.690309524536133 (8.322353002352601) | > loss_mel: 14.020944595336914 (13.54383834814414) | > loss_duration: 1.6914234161376953 (1.69973781475654) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.97954750061035 (28.09835445575225) | > grad_norm_1: tensor(105.0967, device='cuda:0') (tensor(753.2315, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8402 (0.847613545564505) | > loader_time: 0.0101 (0.010017761817345257)  --> TIME: 2025-05-09 09:28:00 -- STEP: 362/725 -- GLOBAL_STEP: 128150 | > loss_disc: 2.0892105102539062 (2.2114843337575376) | > loss_disc_real_0: 0.08708887547254562 (0.1373317322760655) | > loss_disc_real_1: 0.2064398229122162 (0.19432186318859865) | > loss_disc_real_2: 0.2022823542356491 (0.1900825607513196) | > loss_disc_real_3: 0.2015049308538437 (0.2040941316366855) | > loss_disc_real_4: 0.2214803695678711 (0.20009445810680232) | > loss_disc_real_5: 0.14085350930690765 (0.20256828265624807) | > loss_0: 2.0892105102539062 (2.2114843337575376) | > grad_norm_0: tensor(18.8973, device='cuda:0') (tensor(37.2439, device='cuda:0')) | > loss_gen: 2.7699356079101562 (2.7798154156510995) | > loss_kl: 1.8962066173553467 (1.754245953335946) | > loss_feat: 9.02470874786377 (8.339851260843865) | > loss_mel: 13.388775825500488 (13.549556373891251) | > loss_duration: 1.6340603828430176 (1.6984584766198259) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.713687896728516 (28.121927508991725) | > grad_norm_1: tensor(647.6063, device='cuda:0') (tensor(760.8703, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8378 (0.8473407767754235) | > loader_time: 0.0096 (0.009982707092116556)  --> TIME: 2025-05-09 09:28:42 -- STEP: 412/725 -- GLOBAL_STEP: 128200 | > loss_disc: 2.4263534545898438 (2.210901918052468) | > loss_disc_real_0: 0.1842852234840393 (0.13687614230348638) | > loss_disc_real_1: 0.20939579606056213 (0.1941730704484055) | > loss_disc_real_2: 0.21595707535743713 (0.1898719588095702) | > loss_disc_real_3: 0.21749086678028107 (0.20413972021451282) | > loss_disc_real_4: 0.20921535789966583 (0.19991873953382946) | > loss_disc_real_5: 0.27427759766578674 (0.20275623788966712) | > loss_0: 2.4263534545898438 (2.210901918052468) | > grad_norm_0: tensor(56.9759, device='cuda:0') (tensor(36.8011, device='cuda:0')) | > loss_gen: 2.5063188076019287 (2.779657755661936) | > loss_kl: 1.6008412837982178 (1.7471254531619616) | > loss_feat: 6.632408618927002 (8.32939068322044) | > loss_mel: 11.670616149902344 (13.543070851020442) | > loss_duration: 1.7055904865264893 (1.6993201241909879) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.11577606201172 (28.09856491181457) | > grad_norm_1: tensor(667.6124, device='cuda:0') (tensor(753.0211, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8608 (0.846479208145327) | > loader_time: 0.0095 (0.00994296849352643)  --> TIME: 2025-05-09 09:29:25 -- STEP: 462/725 -- GLOBAL_STEP: 128250 | > loss_disc: 2.145385980606079 (2.2112230256006282) | > loss_disc_real_0: 0.09114708751440048 (0.1369592018296449) | > loss_disc_real_1: 0.20256859064102173 (0.1944127986570457) | > loss_disc_real_2: 0.1863347589969635 (0.19000777031307098) | > loss_disc_real_3: 0.16423124074935913 (0.20415744904702882) | > loss_disc_real_4: 0.16402855515480042 (0.19967075179278593) | > loss_disc_real_5: 0.16499312222003937 (0.20261269027278533) | > loss_0: 2.145385980606079 (2.2112230256006282) | > grad_norm_0: tensor(26.3114, device='cuda:0') (tensor(36.4143, device='cuda:0')) | > loss_gen: 2.809253692626953 (2.7770115333202074) | > loss_kl: 1.7277250289916992 (1.7440947407767884) | > loss_feat: 8.533355712890625 (8.307203164864433) | > loss_mel: 13.634428977966309 (13.528603902626863) | > loss_duration: 1.7267478704452515 (1.6997694597615824) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.43151092529297 (28.056682826120618) | > grad_norm_1: tensor(830.2664, device='cuda:0') (tensor(750.8294, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.7866 (0.8456023596065902) | > loader_time: 0.0098 (0.009895088352682279)  --> TIME: 2025-05-09 09:30:08 -- STEP: 512/725 -- GLOBAL_STEP: 128300 | > loss_disc: 2.2534403800964355 (2.2148949385154966) | > loss_disc_real_0: 0.17884960770606995 (0.1375874913210281) | > loss_disc_real_1: 0.22413785755634308 (0.1947927121655084) | > loss_disc_real_2: 0.2041916847229004 (0.1900473823188804) | > loss_disc_real_3: 0.20043213665485382 (0.2043789684248623) | > loss_disc_real_4: 0.179500013589859 (0.19975021068239585) | > loss_disc_real_5: 0.2000359743833542 (0.2029971092706546) | > loss_0: 2.2534403800964355 (2.2148949385154966) | > grad_norm_0: tensor(43.5922, device='cuda:0') (tensor(36.4001, device='cuda:0')) | > loss_gen: 2.6926307678222656 (2.7723434623330827) | > loss_kl: 1.7496380805969238 (1.740741938818246) | > loss_feat: 6.978065490722656 (8.264495446346718) | > loss_mel: 11.97008228302002 (13.494845701381564) | > loss_duration: 1.6602039337158203 (1.7005668298806995) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.05061912536621 (27.97299339994788) | > grad_norm_1: tensor(678.3820, device='cuda:0') (tensor(747.6987, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8408 (0.8458733982406558) | > loader_time: 0.0097 (0.009902610909193761)  --> TIME: 2025-05-09 09:30:51 -- STEP: 562/725 -- GLOBAL_STEP: 128350 | > loss_disc: 2.1452221870422363 (2.2140128640093395) | > loss_disc_real_0: 0.12189453095197678 (0.13733452498859777) | > loss_disc_real_1: 0.18741102516651154 (0.19470163477167116) | > loss_disc_real_2: 0.19075021147727966 (0.18976940964994904) | > loss_disc_real_3: 0.21944555640220642 (0.20435794456149342) | > loss_disc_real_4: 0.23738957941532135 (0.1996841878494334) | > loss_disc_real_5: 0.21398623287677765 (0.20318636088714903) | > loss_0: 2.1452221870422363 (2.2140128640093395) | > grad_norm_0: tensor(30.7222, device='cuda:0') (tensor(36.2167, device='cuda:0')) | > loss_gen: 2.8538830280303955 (2.7715733161600458) | > loss_kl: 1.6491172313690186 (1.7413172647622133) | > loss_feat: 7.924282073974609 (8.262603373714205) | > loss_mel: 12.988892555236816 (13.49543079362645) | > loss_duration: 1.679004430770874 (1.700429482392145) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.09518051147461 (27.971354250381854) | > grad_norm_1: tensor(790.7767, device='cuda:0') (tensor(752.1096, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8904 (0.8455378254113249) | > loader_time: 0.0095 (0.009909281527020334)  --> TIME: 2025-05-09 09:31:34 -- STEP: 612/725 -- GLOBAL_STEP: 128400 | > loss_disc: 2.1486616134643555 (2.2129811249137687) | > loss_disc_real_0: 0.15958209335803986 (0.13762563218064364) | > loss_disc_real_1: 0.17783568799495697 (0.19457097013109662) | > loss_disc_real_2: 0.21912842988967896 (0.18971856552011834) | > loss_disc_real_3: 0.19121363759040833 (0.20435509409487643) | > loss_disc_real_4: 0.19621045887470245 (0.199663121886308) | > loss_disc_real_5: 0.18242362141609192 (0.20280733809264653) | > loss_0: 2.1486616134643555 (2.2129811249137687) | > grad_norm_0: tensor(61.3076, device='cuda:0') (tensor(36.4184, device='cuda:0')) | > loss_gen: 2.909728527069092 (2.7759134652567834) | > loss_kl: 1.8391326665878296 (1.7434308986648228) | > loss_feat: 9.164995193481445 (8.273717102661653) | > loss_mel: 14.46773910522461 (13.50965412769442) | > loss_duration: 1.6342122554779053 (1.7001674742090935) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.01580810546875 (28.002883088354977) | > grad_norm_1: tensor(863.0020, device='cuda:0') (tensor(748.6318, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8044 (0.8456750134237452) | > loader_time: 0.0086 (0.00990436240738514)  --> TIME: 2025-05-09 09:32:17 -- STEP: 662/725 -- GLOBAL_STEP: 128450 | > loss_disc: 2.3318443298339844 (2.2126042596162967) | > loss_disc_real_0: 0.22439812123775482 (0.13767194317434311) | > loss_disc_real_1: 0.23087359964847565 (0.1945809666573822) | > loss_disc_real_2: 0.19682882726192474 (0.1897381011317865) | > loss_disc_real_3: 0.201219379901886 (0.20426472758148376) | > loss_disc_real_4: 0.22777895629405975 (0.1994126972790212) | > loss_disc_real_5: 0.20301714539527893 (0.2027764362691032) | > loss_0: 2.3318443298339844 (2.2126042596162967) | > grad_norm_0: tensor(61.9235, device='cuda:0') (tensor(36.2772, device='cuda:0')) | > loss_gen: 2.7270734310150146 (2.7772788515263804) | > loss_kl: 1.7671524286270142 (1.7454844353062142) | > loss_feat: 7.408764362335205 (8.283767307633019) | > loss_mel: 12.499029159545898 (13.536679638116379) | > loss_duration: 1.706648588180542 (1.7005753077769208) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.108667373657227 (28.043785538918307) | > grad_norm_1: tensor(751.6425, device='cuda:0') (tensor(745.7480, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8596 (0.8454888634091058) | > loader_time: 0.0096 (0.00988809795898254)  --> TIME: 2025-05-09 09:33:00 -- STEP: 712/725 -- GLOBAL_STEP: 128500 | > loss_disc: 2.1305644512176514 (2.213837920447413) | > loss_disc_real_0: 0.1216345727443695 (0.13807679972810186) | > loss_disc_real_1: 0.1869274079799652 (0.19485682667641166) | > loss_disc_real_2: 0.17681436240673065 (0.18971507094298198) | > loss_disc_real_3: 0.19918586313724518 (0.2044271819419071) | > loss_disc_real_4: 0.20814163982868195 (0.19931913581624466) | > loss_disc_real_5: 0.1980842500925064 (0.20282706990838048) | > loss_0: 2.1305644512176514 (2.213837920447413) | > grad_norm_0: tensor(32.7248, device='cuda:0') (tensor(35.9936, device='cuda:0')) | > loss_gen: 2.880922555923462 (2.774762557798556) | > loss_kl: 1.7242017984390259 (1.7455927590640736) | > loss_feat: 8.453986167907715 (8.277450394764394) | > loss_mel: 13.86164379119873 (13.542296556944255) | > loss_duration: 1.705267310142517 (1.7001229923092918) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.626022338867188 (28.0402252459794) | > grad_norm_1: tensor(658.5931, device='cuda:0') (tensor(743.5632, device='cuda:0')) | > current_lr_0: 0.0001971946838541609 | > current_lr_1: 0.0001971946838541609 | > step_time: 0.8336 (0.8462516246886735) | > loader_time: 0.0094 (0.009896059049649193)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.198539972305298 (2.198539972305298) | > loss_disc_real_0: 0.1219455897808075 (0.1219455897808075) | > loss_disc_real_1: 0.19415953755378723 (0.19415953755378723) | > loss_disc_real_2: 0.1954304724931717 (0.1954304724931717) | > loss_disc_real_3: 0.20708394050598145 (0.20708394050598145) | > loss_disc_real_4: 0.27297285199165344 (0.27297285199165344) | > loss_disc_real_5: 0.26631960272789 (0.26631960272789) | > loss_0: 2.198539972305298 (2.198539972305298) | > loss_gen: 2.9643049240112305 (2.9643049240112305) | > loss_kl: 2.0096511840820312 (2.0096511840820312) | > loss_feat: 8.654413223266602 (8.654413223266602) | > loss_mel: 14.29244327545166 (14.29244327545166) | > loss_duration: 1.6908349990844727 (1.6908349990844727) | > loss_1: 29.611648559570312 (29.611648559570312)  --> STEP: 1 | > loss_disc: 2.140103340148926 (2.140103340148926) | > loss_disc_real_0: 0.1041998341679573 (0.1041998341679573) | > loss_disc_real_1: 0.17735111713409424 (0.17735111713409424) | > loss_disc_real_2: 0.2044372260570526 (0.2044372260570526) | > loss_disc_real_3: 0.17935700714588165 (0.17935700714588165) | > loss_disc_real_4: 0.2808675467967987 (0.2808675467967987) | > loss_disc_real_5: 0.24425025284290314 (0.24425025284290314) | > loss_0: 2.140103340148926 (2.140103340148926) | > loss_gen: 2.867347478866577 (2.867347478866577) | > loss_kl: 1.9726877212524414 (1.9726877212524414) | > loss_feat: 9.04854679107666 (9.04854679107666) | > loss_mel: 15.241218566894531 (15.241218566894531) | > loss_duration: 1.7654420137405396 (1.7654420137405396) | > loss_1: 30.89524269104004 (30.89524269104004)  --> STEP: 2 | > loss_disc: 2.312969207763672 (2.226536273956299) | > loss_disc_real_0: 0.13641339540481567 (0.12030661478638649) | > loss_disc_real_1: 0.20210886001586914 (0.1897299885749817) | > loss_disc_real_2: 0.20444345474243164 (0.20444034039974213) | > loss_disc_real_3: 0.2025589495897293 (0.19095797836780548) | > loss_disc_real_4: 0.3176311254501343 (0.2992493361234665) | > loss_disc_real_5: 0.24449951946735382 (0.24437488615512848) | > loss_0: 2.312969207763672 (2.226536273956299) | > loss_gen: 2.716886520385742 (2.7921169996261597) | > loss_kl: 1.9193131923675537 (1.9460004568099976) | > loss_feat: 7.766118049621582 (8.407332420349121) | > loss_mel: 13.528722763061523 (14.384970664978027) | > loss_duration: 1.8078553676605225 (1.786648690700531) | > loss_1: 27.738895416259766 (29.317069053649902)  --> STEP: 3 | > loss_disc: 2.2957756519317627 (2.2496160666147866) | > loss_disc_real_0: 0.13371090590953827 (0.12477471182743709) | > loss_disc_real_1: 0.1804889440536499 (0.18664964040120444) | > loss_disc_real_2: 0.2124911993741989 (0.20712396005789438) | > loss_disc_real_3: 0.20502164959907532 (0.19564586877822876) | > loss_disc_real_4: 0.2837441861629486 (0.2940809528032939) | > loss_disc_real_5: 0.24815145134925842 (0.24563374121983847) | > loss_0: 2.2957756519317627 (2.2496160666147866) | > loss_gen: 2.682868003845215 (2.755700667699178) | > loss_kl: 1.8124659061431885 (1.9014889399210613) | > loss_feat: 7.626806735992432 (8.147157192230225) | > loss_mel: 13.477834701538086 (14.082592010498047) | > loss_duration: 1.794742465019226 (1.7893466154734294) | > loss_1: 27.394718170166016 (28.67628542582194)  --> STEP: 4 | > loss_disc: 2.288426399230957 (2.2593186497688293) | > loss_disc_real_0: 0.11826324462890625 (0.12314684502780437) | > loss_disc_real_1: 0.20894260704517365 (0.19222288206219673) | > loss_disc_real_2: 0.1888914406299591 (0.20256583020091057) | > loss_disc_real_3: 0.20037712156772614 (0.1968286819756031) | > loss_disc_real_4: 0.29738008975982666 (0.29490573704242706) | > loss_disc_real_5: 0.25301656126976013 (0.24747944623231888) | > loss_0: 2.288426399230957 (2.2593186497688293) | > loss_gen: 2.7419674396514893 (2.752267360687256) | > loss_kl: 1.8955851793289185 (1.9000129997730255) | > loss_feat: 6.85831356048584 (7.824946284294128) | > loss_mel: 12.648059844970703 (13.723958969116211) | > loss_duration: 1.7179585695266724 (1.7714996039867401) | > loss_1: 25.86188507080078 (27.97268533706665) --> EVAL PERFORMANCE | > avg_loader_time: 0.2784379720687866 (-0.010245740413665771) | > avg_loss_disc: 2.2593186497688293 (+0.010783851146697998) | > avg_loss_disc_real_0: 0.12314684502780437 (-0.023917412385344505) | > avg_loss_disc_real_1: 0.19222288206219673 (+0.013251449912786484) | > avg_loss_disc_real_2: 0.20256583020091057 (-0.018686868250370026) | > avg_loss_disc_real_3: 0.1968286819756031 (-0.011090870946645737) | > avg_loss_disc_real_4: 0.29490573704242706 (+0.06240974739193916) | > avg_loss_disc_real_5: 0.24747944623231888 (+0.020036138594150543) | > avg_loss_0: 2.2593186497688293 (+0.010783851146697998) | > avg_loss_gen: 2.752267360687256 (+0.1366608738899231) | > avg_loss_kl: 1.9000129997730255 (+0.08226609230041504) | > avg_loss_feat: 7.824946284294128 (+0.1624772548675537) | > avg_loss_mel: 13.723958969116211 (+0.14195632934570312) | > avg_loss_duration: 1.7714996039867401 (-0.0029604434967041016) | > avg_loss_1: 27.97268533706665 (+0.5204005241394043)  > EPOCH: 114/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 09:33:17)   --> TIME: 2025-05-09 09:33:52 -- STEP: 37/725 -- GLOBAL_STEP: 128550 | > loss_disc: 2.1859705448150635 (2.2006815897451864) | > loss_disc_real_0: 0.16234031319618225 (0.13802527153008692) | > loss_disc_real_1: 0.18253274261951447 (0.195360737475189) | > loss_disc_real_2: 0.19092945754528046 (0.18617398030049093) | > loss_disc_real_3: 0.18399472534656525 (0.20375046214541873) | > loss_disc_real_4: 0.20063510537147522 (0.20071345970437332) | > loss_disc_real_5: 0.16607989370822906 (0.2005180305725819) | > loss_0: 2.1859705448150635 (2.2006815897451864) | > grad_norm_0: tensor(43.3539, device='cuda:0') (tensor(34.9878, device='cuda:0')) | > loss_gen: 2.837592363357544 (2.7505718308526115) | > loss_kl: 1.7067697048187256 (1.794870389474405) | > loss_feat: 8.053932189941406 (8.227393253429517) | > loss_mel: 12.609149932861328 (13.487928880227578) | > loss_duration: 1.6972616910934448 (1.6953478761621423) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.904706954956055 (27.956112114158838) | > grad_norm_1: tensor(822.4641, device='cuda:0') (tensor(760.0045, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8478 (0.8494925498962402) | > loader_time: 0.0129 (0.010231153385059253)  --> TIME: 2025-05-09 09:34:35 -- STEP: 87/725 -- GLOBAL_STEP: 128600 | > loss_disc: 2.1017508506774902 (2.2040992605275123) | > loss_disc_real_0: 0.11555975675582886 (0.14007440055238796) | > loss_disc_real_1: 0.16745039820671082 (0.19312070361499128) | > loss_disc_real_2: 0.19420257210731506 (0.18703682960449963) | > loss_disc_real_3: 0.19027931988239288 (0.20434728864280657) | > loss_disc_real_4: 0.1893020123243332 (0.1979213187406803) | > loss_disc_real_5: 0.2266375869512558 (0.2031622412561) | > loss_0: 2.1017508506774902 (2.2040992605275123) | > grad_norm_0: tensor(35.3603, device='cuda:0') (tensor(32.9361, device='cuda:0')) | > loss_gen: 2.9210023880004883 (2.7580702880333208) | > loss_kl: 1.7914499044418335 (1.7686068107341897) | > loss_feat: 9.509086608886719 (8.327948504480819) | > loss_mel: 14.841936111450195 (13.594603001386266) | > loss_duration: 1.6775449514389038 (1.7002451995323444) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.741018295288086 (28.149473738396306) | > grad_norm_1: tensor(897.1938, device='cuda:0') (tensor(686.6102, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.834 (0.8490560082183487) | > loader_time: 0.0104 (0.010070830926127818)  --> TIME: 2025-05-09 09:35:18 -- STEP: 137/725 -- GLOBAL_STEP: 128650 | > loss_disc: 2.3567466735839844 (2.2111125644976206) | > loss_disc_real_0: 0.1391264796257019 (0.1421855727251429) | > loss_disc_real_1: 0.1737394630908966 (0.19359126415130865) | > loss_disc_real_2: 0.17795558273792267 (0.18800942360484688) | > loss_disc_real_3: 0.20370575785636902 (0.20431877128834272) | > loss_disc_real_4: 0.17805716395378113 (0.19827549170403586) | > loss_disc_real_5: 0.21753884851932526 (0.20200417653052477) | > loss_0: 2.3567466735839844 (2.2111125644976206) | > grad_norm_0: tensor(27.8702, device='cuda:0') (tensor(35.6387, device='cuda:0')) | > loss_gen: 2.417177438735962 (2.7695812970182323) | > loss_kl: 1.7865989208221436 (1.7595415550426845) | > loss_feat: 7.469076633453369 (8.302920282322123) | > loss_mel: 11.812361717224121 (13.527452649861354) | > loss_duration: 1.6923778057098389 (1.7009322451849054) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.17759132385254 (28.060427978961137) | > grad_norm_1: tensor(570.7681, device='cuda:0') (tensor(669.4651, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8122 (0.8470933472153044) | > loader_time: 0.0088 (0.009998678290930978)  --> TIME: 2025-05-09 09:36:01 -- STEP: 187/725 -- GLOBAL_STEP: 128700 | > loss_disc: 2.2160089015960693 (2.2165665224911693) | > loss_disc_real_0: 0.13154101371765137 (0.14066491040953982) | > loss_disc_real_1: 0.22380612790584564 (0.19466274785485502) | > loss_disc_real_2: 0.17961786687374115 (0.18956051001893007) | > loss_disc_real_3: 0.1911509484052658 (0.20442586157092435) | > loss_disc_real_4: 0.1792161464691162 (0.19883661091646404) | > loss_disc_real_5: 0.19067281484603882 (0.2027893305462312) | > loss_0: 2.2160089015960693 (2.2165665224911693) | > grad_norm_0: tensor(17.6160, device='cuda:0') (tensor(34.6206, device='cuda:0')) | > loss_gen: 2.7202298641204834 (2.7563884666259275) | > loss_kl: 1.7101340293884277 (1.752803178394542) | > loss_feat: 8.573636054992676 (8.28267977199452) | > loss_mel: 13.448312759399414 (13.530037650450028) | > loss_duration: 1.7282731533050537 (1.7030818532494938) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.180585861206055 (28.024990867165958) | > grad_norm_1: tensor(580.2017, device='cuda:0') (tensor(695.8575, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8553 (0.8464169311013451) | > loader_time: 0.0107 (0.009992293495545418)  --> TIME: 2025-05-09 09:36:44 -- STEP: 237/725 -- GLOBAL_STEP: 128750 | > loss_disc: 2.3782925605773926 (2.2102122553290195) | > loss_disc_real_0: 0.13248395919799805 (0.13904626293398667) | > loss_disc_real_1: 0.21490047872066498 (0.19452432470734113) | > loss_disc_real_2: 0.19890503585338593 (0.18883655110240485) | > loss_disc_real_3: 0.24945881962776184 (0.2043505075234401) | > loss_disc_real_4: 0.2397489845752716 (0.19845808401137965) | > loss_disc_real_5: 0.23030346632003784 (0.20264242973005722) | > loss_0: 2.3782925605773926 (2.2102122553290195) | > grad_norm_0: tensor(31.9062, device='cuda:0') (tensor(35.2083, device='cuda:0')) | > loss_gen: 2.7514848709106445 (2.7674987658166685) | > loss_kl: 1.843470573425293 (1.757629211441877) | > loss_feat: 7.738044738769531 (8.330741186182198) | > loss_mel: 13.50452709197998 (13.554823187333119) | > loss_duration: 1.6838207244873047 (1.7035068721207889) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.52134895324707 (28.11419921585276) | > grad_norm_1: tensor(822.5593, device='cuda:0') (tensor(710.9703, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.817 (0.8474385708193236) | > loader_time: 0.0096 (0.00997883156885075)  --> TIME: 2025-05-09 09:37:27 -- STEP: 287/725 -- GLOBAL_STEP: 128800 | > loss_disc: 2.058469295501709 (2.205169882508521) | > loss_disc_real_0: 0.05504574999213219 (0.13689752913466316) | > loss_disc_real_1: 0.18211166560649872 (0.19473850233837287) | > loss_disc_real_2: 0.19868150353431702 (0.18850634644255826) | > loss_disc_real_3: 0.2212974578142166 (0.20457842260702974) | > loss_disc_real_4: 0.18624956905841827 (0.1987108732038258) | > loss_disc_real_5: 0.15599723160266876 (0.2020747220266987) | > loss_0: 2.058469295501709 (2.205169882508521) | > grad_norm_0: tensor(16.0609, device='cuda:0') (tensor(34.6013, device='cuda:0')) | > loss_gen: 3.085770606994629 (2.7755358268990324) | > loss_kl: 1.6876310110092163 (1.749811454101722) | > loss_feat: 10.328044891357422 (8.353299285476622) | > loss_mel: 15.302750587463379 (13.566732968187498) | > loss_duration: 1.7095587253570557 (1.7035148035773833) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.1137580871582 (28.14889431332046) | > grad_norm_1: tensor(637.5437, device='cuda:0') (tensor(713.9651, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8055 (0.8465970559402628) | > loader_time: 0.0108 (0.0099603249220898)  --> TIME: 2025-05-09 09:38:10 -- STEP: 337/725 -- GLOBAL_STEP: 128850 | > loss_disc: 2.1858532428741455 (2.2057306713449503) | > loss_disc_real_0: 0.09536390006542206 (0.1371700163897492) | > loss_disc_real_1: 0.20493094623088837 (0.19491610695947875) | > loss_disc_real_2: 0.20921826362609863 (0.18878434753205728) | > loss_disc_real_3: 0.20482847094535828 (0.20460162229990747) | > loss_disc_real_4: 0.2075817584991455 (0.19844183347876065) | > loss_disc_real_5: 0.22305987775325775 (0.20177215032655338) | > loss_0: 2.1858532428741455 (2.2057306713449503) | > grad_norm_0: tensor(28.2679, device='cuda:0') (tensor(34.5992, device='cuda:0')) | > loss_gen: 2.830491542816162 (2.775912598969319) | > loss_kl: 1.7505335807800293 (1.7493249216843783) | > loss_feat: 8.636494636535645 (8.336045208599868) | > loss_mel: 13.265990257263184 (13.529944162340476) | > loss_duration: 1.6814610958099365 (1.7024772177817913) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.16497230529785 (28.09370407081853) | > grad_norm_1: tensor(789.6105, device='cuda:0') (tensor(712.3453, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8748 (0.8464143679474514) | > loader_time: 0.0108 (0.009972679155162964)  --> TIME: 2025-05-09 09:38:53 -- STEP: 387/725 -- GLOBAL_STEP: 128900 | > loss_disc: 2.3042070865631104 (2.205949871114985) | > loss_disc_real_0: 0.1672956347465515 (0.13682000142659334) | > loss_disc_real_1: 0.22034189105033875 (0.19497238157331478) | > loss_disc_real_2: 0.20785139501094818 (0.18897990986358287) | > loss_disc_real_3: 0.2195497751235962 (0.20446029929227608) | > loss_disc_real_4: 0.21037748456001282 (0.19873430427808786) | > loss_disc_real_5: 0.21673466265201569 (0.20169193892515908) | > loss_0: 2.3042070865631104 (2.205949871114985) | > grad_norm_0: tensor(34.4194, device='cuda:0') (tensor(34.6881, device='cuda:0')) | > loss_gen: 2.7355153560638428 (2.775779801745745) | > loss_kl: 1.5985145568847656 (1.75179899940195) | > loss_feat: 6.849822998046875 (8.310825191418942) | > loss_mel: 12.061846733093262 (13.500419222415264) | > loss_duration: 1.7538598775863647 (1.701883206379814) | > amp_scaler: 256.0 (137.92248062015508) | > loss_1: 24.999561309814453 (28.04070639302256) | > grad_norm_1: tensor(773.2070, device='cuda:0') (tensor(711.5980, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8617 (0.8462827895654883) | > loader_time: 0.0096 (0.00995240470235663)  --> TIME: 2025-05-09 09:39:36 -- STEP: 437/725 -- GLOBAL_STEP: 128950 | > loss_disc: 2.1533355712890625 (2.2051659440557807) | > loss_disc_real_0: 0.14113891124725342 (0.13607102170484295) | > loss_disc_real_1: 0.159882053732872 (0.19455162921677463) | > loss_disc_real_2: 0.19860035181045532 (0.18914488663798884) | > loss_disc_real_3: 0.19736115634441376 (0.2044651872165143) | > loss_disc_real_4: 0.21214570105075836 (0.199135760523089) | > loss_disc_real_5: 0.16758975386619568 (0.2016339056210878) | > loss_0: 2.1533355712890625 (2.2051659440557807) | > grad_norm_0: tensor(57.7205, device='cuda:0') (tensor(34.7907, device='cuda:0')) | > loss_gen: 2.9979116916656494 (2.7778600658923027) | > loss_kl: 1.7944707870483398 (1.7479221447108813) | > loss_feat: 9.951534271240234 (8.312109679870247) | > loss_mel: 14.865806579589844 (13.490612588703495) | > loss_duration: 1.6587297916412354 (1.7013019898936186) | > amp_scaler: 128.0 (144.98855835240275) | > loss_1: 31.26845359802246 (28.029806446974554) | > grad_norm_1: tensor(1134.4008, device='cuda:0') (tensor(714.7939, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8797 (0.8459277960473943) | > loader_time: 0.0102 (0.009943389237881803)  --> TIME: 2025-05-09 09:40:19 -- STEP: 487/725 -- GLOBAL_STEP: 129000 | > loss_disc: 2.302339553833008 (2.2052973205304003) | > loss_disc_real_0: 0.10947035253047943 (0.1357301806981314) | > loss_disc_real_1: 0.19693154096603394 (0.1942228843788836) | > loss_disc_real_2: 0.19500060379505157 (0.1893179919991405) | > loss_disc_real_3: 0.18689469993114471 (0.2045517606656899) | > loss_disc_real_4: 0.21294930577278137 (0.19927191422215723) | > loss_disc_real_5: 0.17637759447097778 (0.2019853503185131) | > loss_0: 2.302339553833008 (2.2052973205304003) | > grad_norm_0: tensor(39.0024, device='cuda:0') (tensor(34.6142, device='cuda:0')) | > loss_gen: 2.528346061706543 (2.7783245996283292) | > loss_kl: 1.9662387371063232 (1.7490149932230767) | > loss_feat: 7.8934783935546875 (8.311251965391554) | > loss_mel: 13.008709907531738 (13.50140775449467) | > loss_duration: 1.6933475732803345 (1.7019628886079887) | > amp_scaler: 128.0 (143.24435318275158) | > loss_1: 27.09012222290039 (28.041962182986907) | > grad_norm_1: tensor(315.9904, device='cuda:0') (tensor(720.7849, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8135 (0.8463611690905062) | > loader_time: 0.0095 (0.009930142142199888) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_129000.pth  --> TIME: 2025-05-09 09:41:04 -- STEP: 537/725 -- GLOBAL_STEP: 129050 | > loss_disc: 2.1596758365631104 (2.206064474427278) | > loss_disc_real_0: 0.08535633981227875 (0.1365819836184521) | > loss_disc_real_1: 0.20807777345180511 (0.19405068079741528) | > loss_disc_real_2: 0.20843124389648438 (0.189403714525411) | > loss_disc_real_3: 0.19056548178195953 (0.2046078407176158) | > loss_disc_real_4: 0.2130489945411682 (0.19927149758547597) | > loss_disc_real_5: 0.19709992408752441 (0.20198506616347328) | > loss_0: 2.1596758365631104 (2.206064474427278) | > grad_norm_0: tensor(11.0348, device='cuda:0') (tensor(34.9506, device='cuda:0')) | > loss_gen: 2.7735910415649414 (2.7794166681264794) | > loss_kl: 1.6371246576309204 (1.7508688479162462) | > loss_feat: 8.750500679016113 (8.309213576148112) | > loss_mel: 13.059529304504395 (13.494893390151155) | > loss_duration: 1.7247356176376343 (1.7023371764401483) | > amp_scaler: 128.0 (141.8249534450652) | > loss_1: 27.945480346679688 (28.036729627925368) | > grad_norm_1: tensor(597.1364, device='cuda:0') (tensor(720.6625, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8526 (0.8460106556641991) | > loader_time: 0.0093 (0.009894889160241496)  --> TIME: 2025-05-09 09:41:47 -- STEP: 587/725 -- GLOBAL_STEP: 129100 | > loss_disc: 2.212886333465576 (2.206171186453643) | > loss_disc_real_0: 0.1515645533800125 (0.13627395766201794) | > loss_disc_real_1: 0.18222416937351227 (0.19414444432754113) | > loss_disc_real_2: 0.19164109230041504 (0.1892003862526794) | > loss_disc_real_3: 0.20949287712574005 (0.20462969971068667) | > loss_disc_real_4: 0.22662237286567688 (0.1993478166488407) | > loss_disc_real_5: 0.21501895785331726 (0.20198578056220906) | > loss_0: 2.212886333465576 (2.206171186453643) | > grad_norm_0: tensor(36.6292, device='cuda:0') (tensor(35.1951, device='cuda:0')) | > loss_gen: 2.8377585411071777 (2.7797172536638755) | > loss_kl: 1.6371409893035889 (1.7511911000263143) | > loss_feat: 8.396968841552734 (8.309185709620245) | > loss_mel: 13.439098358154297 (13.486701435693487) | > loss_duration: 1.6812446117401123 (1.7022728497571802) | > amp_scaler: 128.0 (140.6473594548552) | > loss_1: 27.992212295532227 (28.029068295350474) | > grad_norm_1: tensor(1025.6248, device='cuda:0') (tensor(727.6650, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8509 (0.8459497152032801) | > loader_time: 0.0093 (0.009884082072841246)  --> TIME: 2025-05-09 09:42:30 -- STEP: 637/725 -- GLOBAL_STEP: 129150 | > loss_disc: 2.1930930614471436 (2.2070120754571336) | > loss_disc_real_0: 0.09377984702587128 (0.13619686052600857) | > loss_disc_real_1: 0.19111795723438263 (0.19421249555549575) | > loss_disc_real_2: 0.17741729319095612 (0.18938007115662742) | > loss_disc_real_3: 0.19869810342788696 (0.20457019038159208) | > loss_disc_real_4: 0.2206530123949051 (0.199452292928516) | > loss_disc_real_5: 0.18789823353290558 (0.20212963087779579) | > loss_0: 2.1930930614471436 (2.2070120754571336) | > grad_norm_0: tensor(14.3967, device='cuda:0') (tensor(35.2522, device='cuda:0')) | > loss_gen: 2.6803641319274902 (2.7774316239020114) | > loss_kl: 1.7890584468841553 (1.7497546128238577) | > loss_feat: 8.303422927856445 (8.30008727153017) | > loss_mel: 13.190796852111816 (13.474869153188948) | > loss_duration: 1.6607975959777832 (1.7022253574344393) | > amp_scaler: 128.0 (139.6546310832025) | > loss_1: 27.624441146850586 (28.004367960116927) | > grad_norm_1: tensor(718.3364, device='cuda:0') (tensor(730.9109, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.8331 (0.8459739868457501) | > loader_time: 0.0091 (0.009866217429072748)  --> TIME: 2025-05-09 09:43:12 -- STEP: 687/725 -- GLOBAL_STEP: 129200 | > loss_disc: 2.074317693710327 (2.2070231500150865) | > loss_disc_real_0: 0.1522800326347351 (0.13596476196939075) | > loss_disc_real_1: 0.1842348873615265 (0.19434315347949127) | > loss_disc_real_2: 0.20647336542606354 (0.1893543945476304) | > loss_disc_real_3: 0.17462924122810364 (0.20445898029915283) | > loss_disc_real_4: 0.18728747963905334 (0.1994134394839688) | > loss_disc_real_5: 0.15623387694358826 (0.2021227252318523) | > loss_0: 2.074317693710327 (2.2070231500150865) | > grad_norm_0: tensor(48.4274, device='cuda:0') (tensor(35.4640, device='cuda:0')) | > loss_gen: 3.011380434036255 (2.77848797004122) | > loss_kl: 1.7067277431488037 (1.7491654570619786) | > loss_feat: 9.006582260131836 (8.30129738561971) | > loss_mel: 13.569250106811523 (13.477909630910105) | > loss_duration: 1.7192118167877197 (1.702314020417837) | > amp_scaler: 128.0 (138.80640465793311) | > loss_1: 29.013153076171875 (28.009174413556096) | > grad_norm_1: tensor(767.0312, device='cuda:0') (tensor(737.3651, device='cuda:0')) | > current_lr_0: 0.0001971700345186791 | > current_lr_1: 0.0001971700345186791 | > step_time: 0.842 (0.8453129802381801) | > loader_time: 0.0099 (0.009832114631952675)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1156036853790283 (2.1156036853790283) | > loss_disc_real_0: 0.10304952412843704 (0.10304952412843704) | > loss_disc_real_1: 0.1565815806388855 (0.1565815806388855) | > loss_disc_real_2: 0.15786832571029663 (0.15786832571029663) | > loss_disc_real_3: 0.18627610802650452 (0.18627610802650452) | > loss_disc_real_4: 0.23211880028247833 (0.23211880028247833) | > loss_disc_real_5: 0.24500921368598938 (0.24500921368598938) | > loss_0: 2.1156036853790283 (2.1156036853790283) | > loss_gen: 2.8117740154266357 (2.8117740154266357) | > loss_kl: 2.047410488128662 (2.047410488128662) | > loss_feat: 9.00493335723877 (9.00493335723877) | > loss_mel: 14.731768608093262 (14.731768608093262) | > loss_duration: 1.6784663200378418 (1.6784663200378418) | > loss_1: 30.274351119995117 (30.274351119995117)  --> STEP: 1 | > loss_disc: 2.0969433784484863 (2.0969433784484863) | > loss_disc_real_0: 0.09241048246622086 (0.09241048246622086) | > loss_disc_real_1: 0.14472390711307526 (0.14472390711307526) | > loss_disc_real_2: 0.1447247564792633 (0.1447247564792633) | > loss_disc_real_3: 0.19078177213668823 (0.19078177213668823) | > loss_disc_real_4: 0.23814624547958374 (0.23814624547958374) | > loss_disc_real_5: 0.2250540852546692 (0.2250540852546692) | > loss_0: 2.0969433784484863 (2.0969433784484863) | > loss_gen: 2.7810187339782715 (2.7810187339782715) | > loss_kl: 2.1358842849731445 (2.1358842849731445) | > loss_feat: 8.70578670501709 (8.70578670501709) | > loss_mel: 14.363000869750977 (14.363000869750977) | > loss_duration: 1.7536553144454956 (1.7536553144454956) | > loss_1: 29.73934555053711 (29.73934555053711)  --> STEP: 2 | > loss_disc: 2.228964328765869 (2.1629538536071777) | > loss_disc_real_0: 0.08792947977781296 (0.0901699811220169) | > loss_disc_real_1: 0.16673050820827484 (0.15572720766067505) | > loss_disc_real_2: 0.1573232114315033 (0.1510239839553833) | > loss_disc_real_3: 0.18847541511058807 (0.18962859362363815) | > loss_disc_real_4: 0.24040587246418 (0.23927605897188187) | > loss_disc_real_5: 0.2534528076648712 (0.2392534464597702) | > loss_0: 2.228964328765869 (2.1629538536071777) | > loss_gen: 2.52909779548645 (2.655058264732361) | > loss_kl: 1.9839792251586914 (2.059931755065918) | > loss_feat: 7.397107124328613 (8.051446914672852) | > loss_mel: 13.232222557067871 (13.797611713409424) | > loss_duration: 1.8335169553756714 (1.7935861349105835) | > loss_1: 26.975923538208008 (28.35763454437256)  --> STEP: 3 | > loss_disc: 2.152801513671875 (2.15956974029541) | > loss_disc_real_0: 0.08914042264223099 (0.08982679496208827) | > loss_disc_real_1: 0.17314493656158447 (0.16153311729431152) | > loss_disc_real_2: 0.14547665417194366 (0.1491748740275701) | > loss_disc_real_3: 0.1979430913925171 (0.19240009287993112) | > loss_disc_real_4: 0.22044366598129272 (0.23299859464168549) | > loss_disc_real_5: 0.25303971767425537 (0.24384887019793192) | > loss_0: 2.152801513671875 (2.15956974029541) | > loss_gen: 2.7608184814453125 (2.6903116703033447) | > loss_kl: 2.0738844871520996 (2.064582665761312) | > loss_feat: 8.932909965515137 (8.34526793162028) | > loss_mel: 14.417400360107422 (14.004207928975424) | > loss_duration: 1.7944869995117188 (1.793886423110962) | > loss_1: 29.97949981689453 (28.898256301879883)  --> STEP: 4 | > loss_disc: 2.084214210510254 (2.140730857849121) | > loss_disc_real_0: 0.0758172944188118 (0.08632441982626915) | > loss_disc_real_1: 0.14222963154315948 (0.1567072458565235) | > loss_disc_real_2: 0.13096298277378082 (0.14462190121412277) | > loss_disc_real_3: 0.18641479313373566 (0.19090376794338226) | > loss_disc_real_4: 0.1814541220664978 (0.22011247649788857) | > loss_disc_real_5: 0.26345354318618774 (0.24875003844499588) | > loss_0: 2.084214210510254 (2.140730857849121) | > loss_gen: 2.702396869659424 (2.6933329701423645) | > loss_kl: 1.9180489778518677 (2.027949243783951) | > loss_feat: 9.67179012298584 (8.67689847946167) | > loss_mel: 15.395586967468262 (14.352052688598633) | > loss_duration: 1.733947515487671 (1.7789016962051392) | > loss_1: 31.421770095825195 (29.52913475036621) --> EVAL PERFORMANCE | > avg_loader_time: 0.27880972623825073 (+0.00037175416946411133) | > avg_loss_disc: 2.140730857849121 (-0.11858779191970825) | > avg_loss_disc_real_0: 0.08632441982626915 (-0.036822425201535225) | > avg_loss_disc_real_1: 0.1567072458565235 (-0.03551563620567322) | > avg_loss_disc_real_2: 0.14462190121412277 (-0.057943928986787796) | > avg_loss_disc_real_3: 0.19090376794338226 (-0.0059249140322208405) | > avg_loss_disc_real_4: 0.22011247649788857 (-0.0747932605445385) | > avg_loss_disc_real_5: 0.24875003844499588 (+0.001270592212677002) | > avg_loss_0: 2.140730857849121 (-0.11858779191970825) | > avg_loss_gen: 2.6933329701423645 (-0.05893439054489136) | > avg_loss_kl: 2.027949243783951 (+0.1279362440109253) | > avg_loss_feat: 8.67689847946167 (+0.8519521951675415) | > avg_loss_mel: 14.352052688598633 (+0.6280937194824219) | > avg_loss_duration: 1.7789016962051392 (+0.007402092218399048) | > avg_loss_1: 29.52913475036621 (+1.5564494132995605)  > EPOCH: 115/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 09:43:51)   --> TIME: 2025-05-09 09:44:04 -- STEP: 12/725 -- GLOBAL_STEP: 129250 | > loss_disc: 2.156729221343994 (2.229882061481476) | > loss_disc_real_0: 0.083411306142807 (0.14447394758462906) | > loss_disc_real_1: 0.21805620193481445 (0.20140416050950685) | > loss_disc_real_2: 0.20838196575641632 (0.19766928752263388) | > loss_disc_real_3: 0.22240996360778809 (0.20589923858642578) | > loss_disc_real_4: 0.23355937004089355 (0.19951392337679863) | > loss_disc_real_5: 0.15464074909687042 (0.19013149663805962) | > loss_0: 2.156729221343994 (2.229882061481476) | > grad_norm_0: tensor(29.5993, device='cuda:0') (tensor(39.8704, device='cuda:0')) | > loss_gen: 2.842167377471924 (2.8282353281974792) | > loss_kl: 1.6617909669876099 (1.751565545797348) | > loss_feat: 8.197607040405273 (8.346203883488974) | > loss_mel: 13.659943580627441 (13.575761556625366) | > loss_duration: 1.7390233278274536 (1.7105809251467388) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.10053062438965 (28.212347348531086) | > grad_norm_1: tensor(787.6516, device='cuda:0') (tensor(742.5880, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8571 (0.8301697770754496) | > loader_time: 0.0092 (0.009475946426391602)  --> TIME: 2025-05-09 09:44:47 -- STEP: 62/725 -- GLOBAL_STEP: 129300 | > loss_disc: 2.1733670234680176 (2.2207913571788422) | > loss_disc_real_0: 0.1889784038066864 (0.1391309577851526) | > loss_disc_real_1: 0.21555770933628082 (0.19696073450388446) | > loss_disc_real_2: 0.1974789947271347 (0.19079650025213918) | > loss_disc_real_3: 0.18832595646381378 (0.20623441184720687) | > loss_disc_real_4: 0.16413308680057526 (0.19984577187607366) | > loss_disc_real_5: 0.17162056267261505 (0.1986326707466956) | > loss_0: 2.1733670234680176 (2.2207913571788422) | > grad_norm_0: tensor(58.7812, device='cuda:0') (tensor(38.6074, device='cuda:0')) | > loss_gen: 2.9874823093414307 (2.7933453013820033) | > loss_kl: 1.6688227653503418 (1.7301794021360335) | > loss_feat: 9.163849830627441 (8.260403763863351) | > loss_mel: 14.168503761291504 (13.418398088024508) | > loss_duration: 1.7610018253326416 (1.701670112148408) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.749658584594727 (27.903996713699833) | > grad_norm_1: tensor(747.6129, device='cuda:0') (tensor(777.3693, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8487 (0.8462298723959154) | > loader_time: 0.0098 (0.010148186837473223)  --> TIME: 2025-05-09 09:45:30 -- STEP: 112/725 -- GLOBAL_STEP: 129350 | > loss_disc: 2.4066009521484375 (2.220012997942311) | > loss_disc_real_0: 0.12848511338233948 (0.13606228998729172) | > loss_disc_real_1: 0.20717665553092957 (0.19674918241798878) | > loss_disc_real_2: 0.19017823040485382 (0.19071133793996914) | > loss_disc_real_3: 0.185878187417984 (0.20550181011536292) | > loss_disc_real_4: 0.1999053657054901 (0.19978706551981826) | > loss_disc_real_5: 0.1853151172399521 (0.20041545906237193) | > loss_0: 2.4066009521484375 (2.220012997942311) | > grad_norm_0: tensor(31.4841, device='cuda:0') (tensor(37.4649, device='cuda:0')) | > loss_gen: 2.414060592651367 (2.782664588519505) | > loss_kl: 1.5148602724075317 (1.7284335909145219) | > loss_feat: 6.977362632751465 (8.216869149889272) | > loss_mel: 12.060608863830566 (13.41024546963828) | > loss_duration: 1.703987956047058 (1.7065681112664086) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.670879364013672 (27.844780938965933) | > grad_norm_1: tensor(175.4275, device='cuda:0') (tensor(763.5613, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8285 (0.8470616191625595) | > loader_time: 0.0096 (0.010034246104104179)  --> TIME: 2025-05-09 09:46:13 -- STEP: 162/725 -- GLOBAL_STEP: 129400 | > loss_disc: 2.188894510269165 (2.2253140049216182) | > loss_disc_real_0: 0.12597572803497314 (0.1385720305512717) | > loss_disc_real_1: 0.18149401247501373 (0.1964602222045262) | > loss_disc_real_2: 0.20489370822906494 (0.19127936909596124) | > loss_disc_real_3: 0.1836918145418167 (0.20618510255475103) | > loss_disc_real_4: 0.20708155632019043 (0.2000451835769195) | > loss_disc_real_5: 0.21901951730251312 (0.20079739207838787) | > loss_0: 2.188894510269165 (2.2253140049216182) | > grad_norm_0: tensor(35.0728, device='cuda:0') (tensor(37.3857, device='cuda:0')) | > loss_gen: 2.802217960357666 (2.7735675043529935) | > loss_kl: 1.5877901315689087 (1.7356225862915133) | > loss_feat: 8.490032196044922 (8.199543570294797) | > loss_mel: 13.67635726928711 (13.385223577051987) | > loss_duration: 1.655996561050415 (1.7061944000514937) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.21239471435547 (27.800151613023544) | > grad_norm_1: tensor(949.5124, device='cuda:0') (tensor(752.2922, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8222 (0.8448145934093145) | > loader_time: 0.0099 (0.010003744820017873)  --> TIME: 2025-05-09 09:46:56 -- STEP: 212/725 -- GLOBAL_STEP: 129450 | > loss_disc: 2.1546714305877686 (2.22621862393505) | > loss_disc_real_0: 0.1627713441848755 (0.1388155217018893) | > loss_disc_real_1: 0.15814010798931122 (0.19651265491573308) | > loss_disc_real_2: 0.18418586254119873 (0.1913385364525723) | > loss_disc_real_3: 0.21873164176940918 (0.20612877951759212) | > loss_disc_real_4: 0.24085454642772675 (0.19996187470431603) | > loss_disc_real_5: 0.20885272324085236 (0.20206231216214737) | > loss_0: 2.1546714305877686 (2.22621862393505) | > grad_norm_0: tensor(50.6197, device='cuda:0') (tensor(37.7149, device='cuda:0')) | > loss_gen: 2.9440948963165283 (2.7725290948489927) | > loss_kl: 1.6651264429092407 (1.7322961845487919) | > loss_feat: 8.770452499389648 (8.24085753368882) | > loss_mel: 13.589892387390137 (13.437301995619288) | > loss_duration: 1.7070223093032837 (1.7054131812644455) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.67658805847168 (27.88839799952957) | > grad_norm_1: tensor(779.5726, device='cuda:0') (tensor(767.3007, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8404 (0.8459380190327482) | > loader_time: 0.0102 (0.010036449387388409)  --> TIME: 2025-05-09 09:47:39 -- STEP: 262/725 -- GLOBAL_STEP: 129500 | > loss_disc: 1.9592087268829346 (2.221117902803056) | > loss_disc_real_0: 0.091049924492836 (0.13824604707592317) | > loss_disc_real_1: 0.1849377155303955 (0.1960851736082375) | > loss_disc_real_2: 0.1721198409795761 (0.1908226405618755) | > loss_disc_real_3: 0.1931885927915573 (0.20540886395077668) | > loss_disc_real_4: 0.17143410444259644 (0.19939892460371708) | > loss_disc_real_5: 0.17085261642932892 (0.20193060271385063) | > loss_0: 1.9592087268829346 (2.221117902803056) | > grad_norm_0: tensor(21.7819, device='cuda:0') (tensor(38.3509, device='cuda:0')) | > loss_gen: 3.074754238128662 (2.7777401627475067) | > loss_kl: 1.6644047498703003 (1.7366366786811187) | > loss_feat: 10.067794799804688 (8.27336702092004) | > loss_mel: 14.868797302246094 (13.483349457951903) | > loss_duration: 1.6770601272583008 (1.7056321533581682) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.352813720703125 (27.97672547638871) | > grad_norm_1: tensor(653.0668, device='cuda:0') (tensor(781.9343, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.883 (0.8457234633787898) | > loader_time: 0.0098 (0.010050387782904938)  --> TIME: 2025-05-09 09:48:22 -- STEP: 312/725 -- GLOBAL_STEP: 129550 | > loss_disc: 2.1404776573181152 (2.2222415831608626) | > loss_disc_real_0: 0.14311964809894562 (0.13799738900688213) | > loss_disc_real_1: 0.19537319242954254 (0.19586351724007178) | > loss_disc_real_2: 0.19645950198173523 (0.1913010141788385) | > loss_disc_real_3: 0.19561687111854553 (0.20515943557406074) | > loss_disc_real_4: 0.18239110708236694 (0.199482561256259) | > loss_disc_real_5: 0.1866781860589981 (0.20204092758015177) | > loss_0: 2.1404776573181152 (2.2222415831608626) | > grad_norm_0: tensor(41.6330, device='cuda:0') (tensor(38.4537, device='cuda:0')) | > loss_gen: 2.875107765197754 (2.7791697222452907) | > loss_kl: 1.6488364934921265 (1.7385311325391126) | > loss_feat: 8.354387283325195 (8.28310938829031) | > loss_mel: 13.270797729492188 (13.499059481498522) | > loss_duration: 1.696665644645691 (1.7043341509042642) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.845792770385742 (28.00420386974628) | > grad_norm_1: tensor(856.3232, device='cuda:0') (tensor(772.5190, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.832 (0.8461095171096994) | > loader_time: 0.0097 (0.009992050054745797)  --> TIME: 2025-05-09 09:49:05 -- STEP: 362/725 -- GLOBAL_STEP: 129600 | > loss_disc: 2.239784002304077 (2.2211510209747423) | > loss_disc_real_0: 0.1480521708726883 (0.13710361449511008) | > loss_disc_real_1: 0.23683707416057587 (0.1960875738967847) | > loss_disc_real_2: 0.2056589424610138 (0.19144037028373279) | > loss_disc_real_3: 0.21466054022312164 (0.20519038104549947) | > loss_disc_real_4: 0.18716701865196228 (0.1997769791941617) | > loss_disc_real_5: 0.1978251188993454 (0.20198621679076828) | > loss_0: 2.239784002304077 (2.2211510209747423) | > grad_norm_0: tensor(81.9051, device='cuda:0') (tensor(38.0117, device='cuda:0')) | > loss_gen: 2.932107925415039 (2.777414400933198) | > loss_kl: 1.8581900596618652 (1.7412656334882277) | > loss_feat: 8.862762451171875 (8.27569024602353) | > loss_mel: 13.760540962219238 (13.49285579649783) | > loss_duration: 1.6550217866897583 (1.7028900694451938) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.06862449645996 (27.9901161562672) | > grad_norm_1: tensor(933.4183, device='cuda:0') (tensor(778.2272, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8494 (0.8462565742144924) | > loader_time: 0.0095 (0.00997578834301859)  --> TIME: 2025-05-09 09:49:48 -- STEP: 412/725 -- GLOBAL_STEP: 129650 | > loss_disc: 2.224818229675293 (2.218481538654529) | > loss_disc_real_0: 0.11677327752113342 (0.13678440272591066) | > loss_disc_real_1: 0.19936318695545197 (0.19591976781782586) | > loss_disc_real_2: 0.2474401593208313 (0.19141945148845324) | > loss_disc_real_3: 0.24017401039600372 (0.20477912169926368) | > loss_disc_real_4: 0.22137247025966644 (0.19937394071117195) | > loss_disc_real_5: 0.212281733751297 (0.20217700917454595) | > loss_0: 2.224818229675293 (2.218481538654529) | > grad_norm_0: tensor(17.5138, device='cuda:0') (tensor(37.5797, device='cuda:0')) | > loss_gen: 2.8348822593688965 (2.7801438853578673) | > loss_kl: 1.6680901050567627 (1.7385952359843018) | > loss_feat: 8.348021507263184 (8.276449101642498) | > loss_mel: 13.356310844421387 (13.510544675067791) | > loss_duration: 1.6960748434066772 (1.7032864649318955) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.903379440307617 (28.00901939336536) | > grad_norm_1: tensor(740.9807, device='cuda:0') (tensor(783.5530, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8586 (0.8461594830438925) | > loader_time: 0.0096 (0.009974847719507308)  --> TIME: 2025-05-09 09:50:31 -- STEP: 462/725 -- GLOBAL_STEP: 129700 | > loss_disc: 2.259798765182495 (2.214637407234735) | > loss_disc_real_0: 0.20468750596046448 (0.136429112952896) | > loss_disc_real_1: 0.19840788841247559 (0.1955479048676304) | > loss_disc_real_2: 0.1966010481119156 (0.19111666041406206) | > loss_disc_real_3: 0.20124687254428864 (0.20443342529334024) | > loss_disc_real_4: 0.18420441448688507 (0.19892243611993218) | > loss_disc_real_5: 0.19939658045768738 (0.20187697717637723) | > loss_0: 2.259798765182495 (2.214637407234735) | > grad_norm_0: tensor(49.0312, device='cuda:0') (tensor(37.8593, device='cuda:0')) | > loss_gen: 2.7266387939453125 (2.784545368962475) | > loss_kl: 1.837772250175476 (1.7396809626451297) | > loss_feat: 7.282869815826416 (8.288975660935112) | > loss_mel: 12.03647232055664 (13.50451929744704) | > loss_duration: 1.7494909763336182 (1.7032555063049515) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.633243560791016 (28.02097682209758) | > grad_norm_1: tensor(809.2305, device='cuda:0') (tensor(786.9354, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.7786 (0.8450269559761144) | > loader_time: 0.0097 (0.00996604471495657)  --> TIME: 2025-05-09 09:51:13 -- STEP: 512/725 -- GLOBAL_STEP: 129750 | > loss_disc: 2.16005802154541 (2.2113838135264796) | > loss_disc_real_0: 0.10995378345251083 (0.13660436974168988) | > loss_disc_real_1: 0.21147246658802032 (0.19529842591146) | > loss_disc_real_2: 0.1865527182817459 (0.19085549193550835) | > loss_disc_real_3: 0.19442446529865265 (0.2040682054648641) | > loss_disc_real_4: 0.18890103697776794 (0.1985691524459981) | > loss_disc_real_5: 0.16762274503707886 (0.2017243771406356) | > loss_0: 2.16005802154541 (2.2113838135264796) | > grad_norm_0: tensor(28.2494, device='cuda:0') (tensor(37.8977, device='cuda:0')) | > loss_gen: 2.6653192043304443 (2.7899493565782914) | > loss_kl: 1.6928569078445435 (1.7380203695502128) | > loss_feat: 7.4598774909973145 (8.3131397580728) | > loss_mel: 12.482732772827148 (13.535026410594583) | > loss_duration: 1.6614720821380615 (1.7036567847244442) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.96225929260254 (28.079792704433203) | > grad_norm_1: tensor(530.0236, device='cuda:0') (tensor(787.0287, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8434 (0.8445622003637252) | > loader_time: 0.0096 (0.009980596136301754)  --> TIME: 2025-05-09 09:51:56 -- STEP: 562/725 -- GLOBAL_STEP: 129800 | > loss_disc: 2.2635788917541504 (2.2124428498787374) | > loss_disc_real_0: 0.11952950060367584 (0.137067648293815) | > loss_disc_real_1: 0.19106964766979218 (0.1953598500570792) | > loss_disc_real_2: 0.18203306198120117 (0.19051934648769175) | > loss_disc_real_3: 0.19763794541358948 (0.20393910542713792) | > loss_disc_real_4: 0.17627540230751038 (0.1984571220346618) | > loss_disc_real_5: 0.21250109374523163 (0.2021319362139363) | > loss_0: 2.2635788917541504 (2.2124428498787374) | > grad_norm_0: tensor(25.5497, device='cuda:0') (tensor(37.3417, device='cuda:0')) | > loss_gen: 2.67590069770813 (2.78663805625617) | > loss_kl: 1.6687123775482178 (1.7401211136600723) | > loss_feat: 8.426310539245605 (8.313821451519738) | > loss_mel: 13.886045455932617 (13.550590822280936) | > loss_duration: 1.6694200038909912 (1.703576664695536) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.32638931274414 (28.094748150835677) | > grad_norm_1: tensor(108.0847, device='cuda:0') (tensor(772.4019, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8829 (0.8440725892464034) | > loader_time: 0.0098 (0.009945899566297427)  --> TIME: 2025-05-09 09:52:39 -- STEP: 612/725 -- GLOBAL_STEP: 129850 | > loss_disc: 2.2081027030944824 (2.210338838739332) | > loss_disc_real_0: 0.12138733267784119 (0.1369256998710577) | > loss_disc_real_1: 0.19830413162708282 (0.1952004415877893) | > loss_disc_real_2: 0.1823541522026062 (0.19043207536238463) | > loss_disc_real_3: 0.19242113828659058 (0.20387022348206033) | > loss_disc_real_4: 0.20884886384010315 (0.19841151131816168) | > loss_disc_real_5: 0.19328518211841583 (0.2019698245852601) | > loss_0: 2.2081027030944824 (2.210338838739332) | > grad_norm_0: tensor(32.6237, device='cuda:0') (tensor(37.2874, device='cuda:0')) | > loss_gen: 2.70851469039917 (2.786075516074313) | > loss_kl: 1.912282109260559 (1.7418002336243399) | > loss_feat: 8.058266639709473 (8.316267544927168) | > loss_mel: 13.426729202270508 (13.553896875942458) | > loss_duration: 1.6449856758117676 (1.7030635735178306) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.750778198242188 (28.101103792003556) | > grad_norm_1: tensor(94.9335, device='cuda:0') (tensor(771.2593, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8151 (0.8443030656552779) | > loader_time: 0.0087 (0.009966780157650216)  --> TIME: 2025-05-09 09:53:22 -- STEP: 662/725 -- GLOBAL_STEP: 129900 | > loss_disc: 2.264195680618286 (2.2086548837650213) | > loss_disc_real_0: 0.1294904351234436 (0.13674415617595986) | > loss_disc_real_1: 0.23493018746376038 (0.1950313585762531) | > loss_disc_real_2: 0.21081744134426117 (0.1901637710113179) | > loss_disc_real_3: 0.20138980448246002 (0.20373036935250208) | > loss_disc_real_4: 0.21556895971298218 (0.19816664646849544) | > loss_disc_real_5: 0.23360760509967804 (0.202150405803836) | > loss_0: 2.264195680618286 (2.2086548837650213) | > grad_norm_0: tensor(9.1100, device='cuda:0') (tensor(37.4587, device='cuda:0')) | > loss_gen: 2.8088443279266357 (2.7883244104615876) | > loss_kl: 1.7483348846435547 (1.7417082910811432) | > loss_feat: 8.30717945098877 (8.330878342746614) | > loss_mel: 14.00467586517334 (13.57363071326403) | > loss_duration: 1.7208960056304932 (1.7036781609958753) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.589929580688477 (28.138219948621675) | > grad_norm_1: tensor(81.0896, device='cuda:0') (tensor(772.1225, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8719 (0.8442090504839338) | > loader_time: 0.0101 (0.009953541337903535)  --> TIME: 2025-05-09 09:54:05 -- STEP: 712/725 -- GLOBAL_STEP: 129950 | > loss_disc: 2.097264528274536 (2.2089086030976155) | > loss_disc_real_0: 0.1376301646232605 (0.13677539250530893) | > loss_disc_real_1: 0.18029585480690002 (0.1951825288072061) | > loss_disc_real_2: 0.17928446829319 (0.19008304463343667) | > loss_disc_real_3: 0.22372832894325256 (0.20379921934159287) | > loss_disc_real_4: 0.23293717205524445 (0.19842033571657852) | > loss_disc_real_5: 0.22246381640434265 (0.201823967414793) | > loss_0: 2.097264528274536 (2.2089086030976155) | > grad_norm_0: tensor(22.2227, device='cuda:0') (tensor(37.3808, device='cuda:0')) | > loss_gen: 3.01576828956604 (2.788359174902518) | > loss_kl: 1.9032258987426758 (1.742734705296795) | > loss_feat: 9.218331336975098 (8.325318140260295) | > loss_mel: 14.919692039489746 (13.566780364915228) | > loss_duration: 1.7081900835037231 (1.7033146062258924) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.765207290649414 (28.126507009013316) | > grad_norm_1: tensor(713.5688, device='cuda:0') (tensor(765.5164, device='cuda:0')) | > current_lr_0: 0.00019714538826436426 | > current_lr_1: 0.00019714538826436426 | > step_time: 0.8095 (0.8439175453078878) | > loader_time: 0.0097 (0.009948229186990282)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.272517204284668 (2.272517204284668) | > loss_disc_real_0: 0.14059783518314362 (0.14059783518314362) | > loss_disc_real_1: 0.17594552040100098 (0.17594552040100098) | > loss_disc_real_2: 0.16645506024360657 (0.16645506024360657) | > loss_disc_real_3: 0.20586806535720825 (0.20586806535720825) | > loss_disc_real_4: 0.19475455582141876 (0.19475455582141876) | > loss_disc_real_5: 0.20237503945827484 (0.20237503945827484) | > loss_0: 2.272517204284668 (2.272517204284668) | > loss_gen: 2.366576671600342 (2.366576671600342) | > loss_kl: 2.180281400680542 (2.180281400680542) | > loss_feat: 7.832417011260986 (7.832417011260986) | > loss_mel: 12.875539779663086 (12.875539779663086) | > loss_duration: 1.6712980270385742 (1.6712980270385742) | > loss_1: 26.92611312866211 (26.92611312866211)  --> STEP: 1 | > loss_disc: 2.1982100009918213 (2.1982100009918213) | > loss_disc_real_0: 0.13653698563575745 (0.13653698563575745) | > loss_disc_real_1: 0.16600702702999115 (0.16600702702999115) | > loss_disc_real_2: 0.16575273871421814 (0.16575273871421814) | > loss_disc_real_3: 0.1773831993341446 (0.1773831993341446) | > loss_disc_real_4: 0.18438759446144104 (0.18438759446144104) | > loss_disc_real_5: 0.18828549981117249 (0.18828549981117249) | > loss_0: 2.1982100009918213 (2.1982100009918213) | > loss_gen: 2.367023468017578 (2.367023468017578) | > loss_kl: 2.0119259357452393 (2.0119259357452393) | > loss_feat: 8.024702072143555 (8.024702072143555) | > loss_mel: 13.923565864562988 (13.923565864562988) | > loss_duration: 1.7636024951934814 (1.7636024951934814) | > loss_1: 28.0908203125 (28.0908203125)  --> STEP: 2 | > loss_disc: 2.177774667739868 (2.1879923343658447) | > loss_disc_real_0: 0.1329055279493332 (0.13472125679254532) | > loss_disc_real_1: 0.15506121516227722 (0.16053412109613419) | > loss_disc_real_2: 0.14579147100448608 (0.1557721048593521) | > loss_disc_real_3: 0.17735199630260468 (0.17736759781837463) | > loss_disc_real_4: 0.1809663027524948 (0.18267694860696793) | > loss_disc_real_5: 0.19356761872768402 (0.19092655926942825) | > loss_0: 2.177774667739868 (2.1879923343658447) | > loss_gen: 2.3600363731384277 (2.363529920578003) | > loss_kl: 2.029024839401245 (2.020475387573242) | > loss_feat: 8.847838401794434 (8.436270236968994) | > loss_mel: 14.249192237854004 (14.086379051208496) | > loss_duration: 1.8262460231781006 (1.794924259185791) | > loss_1: 29.312339782714844 (28.701580047607422)  --> STEP: 3 | > loss_disc: 2.312485933303833 (2.2294902006785073) | > loss_disc_real_0: 0.13815204799175262 (0.13586485385894775) | > loss_disc_real_1: 0.1914113163948059 (0.17082651952902475) | > loss_disc_real_2: 0.1628611534833908 (0.15813512106736502) | > loss_disc_real_3: 0.18814508616924286 (0.18096009393533072) | > loss_disc_real_4: 0.18816006183624268 (0.18450465301672617) | > loss_disc_real_5: 0.2096501588821411 (0.19716775914033255) | > loss_0: 2.312485933303833 (2.2294902006785073) | > loss_gen: 2.2491283416748047 (2.3253960609436035) | > loss_kl: 1.9952723979949951 (2.0120743910471597) | > loss_feat: 7.099643707275391 (7.99072806040446) | > loss_mel: 12.807872772216797 (13.660210291544596) | > loss_duration: 1.7843090295791626 (1.7913858493169148) | > loss_1: 25.936227798461914 (27.779795964558918)  --> STEP: 4 | > loss_disc: 2.1433589458465576 (2.20795738697052) | > loss_disc_real_0: 0.11409515887498856 (0.13042243011295795) | > loss_disc_real_1: 0.15446752309799194 (0.16673677042126656) | > loss_disc_real_2: 0.15415745973587036 (0.15714070573449135) | > loss_disc_real_3: 0.17625339329242706 (0.1797834187746048) | > loss_disc_real_4: 0.1939350962638855 (0.186862263828516) | > loss_disc_real_5: 0.20288565754890442 (0.1985972337424755) | > loss_0: 2.1433589458465576 (2.20795738697052) | > loss_gen: 2.488374948501587 (2.3661407828330994) | > loss_kl: 2.2500216960906982 (2.0715612173080444) | > loss_feat: 9.067790985107422 (8.2599937915802) | > loss_mel: 15.162575721740723 (14.035801649093628) | > loss_duration: 1.7345386743545532 (1.7771740555763245) | > loss_1: 30.70330238342285 (28.510672569274902) --> EVAL PERFORMANCE | > avg_loader_time: 0.27913910150527954 (+0.0003293752670288086) | > avg_loss_disc: 2.20795738697052 (+0.06722652912139893) | > avg_loss_disc_real_0: 0.13042243011295795 (+0.044098010286688805) | > avg_loss_disc_real_1: 0.16673677042126656 (+0.010029524564743042) | > avg_loss_disc_real_2: 0.15714070573449135 (+0.012518804520368576) | > avg_loss_disc_real_3: 0.1797834187746048 (-0.011120349168777466) | > avg_loss_disc_real_4: 0.186862263828516 (-0.03325021266937256) | > avg_loss_disc_real_5: 0.1985972337424755 (-0.05015280470252037) | > avg_loss_0: 2.20795738697052 (+0.06722652912139893) | > avg_loss_gen: 2.3661407828330994 (-0.32719218730926514) | > avg_loss_kl: 2.0715612173080444 (+0.04361197352409363) | > avg_loss_feat: 8.2599937915802 (-0.4169046878814697) | > avg_loss_mel: 14.035801649093628 (-0.3162510395050049) | > avg_loss_duration: 1.7771740555763245 (-0.0017276406288146973) | > avg_loss_1: 28.510672569274902 (-1.0184621810913086)  > EPOCH: 116/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 09:54:22)   --> TIME: 2025-05-09 09:54:56 -- STEP: 37/725 -- GLOBAL_STEP: 130000 | > loss_disc: 2.151015281677246 (2.1962842747971827) | > loss_disc_real_0: 0.13519853353500366 (0.13164516337014534) | > loss_disc_real_1: 0.1672559529542923 (0.19457580511634415) | > loss_disc_real_2: 0.15501628816127777 (0.18804855926616773) | > loss_disc_real_3: 0.21368703246116638 (0.20288976382564855) | > loss_disc_real_4: 0.17259962856769562 (0.19937167820092794) | > loss_disc_real_5: 0.20731297135353088 (0.20284252271458908) | > loss_0: 2.151015281677246 (2.1962842747971827) | > grad_norm_0: tensor(52.1112, device='cuda:0') (tensor(33.0600, device='cuda:0')) | > loss_gen: 2.7663896083831787 (2.760683555860777) | > loss_kl: 1.7827050685882568 (1.8336588369833458) | > loss_feat: 8.685920715332031 (8.270979468886916) | > loss_mel: 13.490396499633789 (13.325616346823203) | > loss_duration: 1.7006044387817383 (1.6980692405958433) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.42601776123047 (27.88900746525945) | > grad_norm_1: tensor(1107.4611, device='cuda:0') (tensor(837.5739, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8354 (0.8472244932844832) | > loader_time: 0.0101 (0.009763453457806564) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_130000.pth  --> TIME: 2025-05-09 09:55:41 -- STEP: 87/725 -- GLOBAL_STEP: 130050 | > loss_disc: 2.153407573699951 (2.1886339817924063) | > loss_disc_real_0: 0.15315774083137512 (0.13637089266859256) | > loss_disc_real_1: 0.19683605432510376 (0.19291749973406738) | > loss_disc_real_2: 0.20138677954673767 (0.18706038303073796) | > loss_disc_real_3: 0.19596479833126068 (0.2032118121097828) | > loss_disc_real_4: 0.20883606374263763 (0.19864615489696635) | > loss_disc_real_5: 0.25172150135040283 (0.19963019058622164) | > loss_0: 2.153407573699951 (2.1886339817924063) | > grad_norm_0: tensor(29.0717, device='cuda:0') (tensor(34.6380, device='cuda:0')) | > loss_gen: 2.876599073410034 (2.7964358083133045) | > loss_kl: 1.7530349493026733 (1.79682392087476) | > loss_feat: 7.956108093261719 (8.423527421622438) | > loss_mel: 14.259580612182617 (13.479818289307342) | > loss_duration: 1.6750779151916504 (1.70039937413972) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.52039909362793 (28.197004844402446) | > grad_norm_1: tensor(629.0612, device='cuda:0') (tensor(789.9225, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8192 (0.8479137913934116) | > loader_time: 0.0095 (0.009765356436543079)  --> TIME: 2025-05-09 09:56:24 -- STEP: 137/725 -- GLOBAL_STEP: 130100 | > loss_disc: 2.0566024780273438 (2.1892249888747286) | > loss_disc_real_0: 0.0874517560005188 (0.13671564316227494) | > loss_disc_real_1: 0.19386620819568634 (0.1936037788425919) | > loss_disc_real_2: 0.14522255957126617 (0.18733754101460867) | > loss_disc_real_3: 0.18897682428359985 (0.2022339133885655) | > loss_disc_real_4: 0.16136643290519714 (0.19794177193276202) | > loss_disc_real_5: 0.2147492915391922 (0.19894727596836367) | > loss_0: 2.0566024780273438 (2.1892249888747286) | > grad_norm_0: tensor(30.1262, device='cuda:0') (tensor(35.5914, device='cuda:0')) | > loss_gen: 2.956799030303955 (2.8038654675448904) | > loss_kl: 1.6801801919937134 (1.778944196492216) | > loss_feat: 9.770983695983887 (8.43749509240589) | > loss_mel: 14.05335521697998 (13.493846364264943) | > loss_duration: 1.6974575519561768 (1.7015055583341279) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.158777236938477 (28.215656670340657) | > grad_norm_1: tensor(889.2899, device='cuda:0') (tensor(774.6081, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8199 (0.8502766320305148) | > loader_time: 0.0097 (0.00984690137153124)  --> TIME: 2025-05-09 09:57:08 -- STEP: 187/725 -- GLOBAL_STEP: 130150 | > loss_disc: 2.070618152618408 (2.18948518783651) | > loss_disc_real_0: 0.10040856897830963 (0.13537019594786634) | > loss_disc_real_1: 0.17360572516918182 (0.1932047235774483) | > loss_disc_real_2: 0.17409859597682953 (0.18852427737279379) | > loss_disc_real_3: 0.17225898802280426 (0.202572958354644) | > loss_disc_real_4: 0.21409454941749573 (0.19803521148661246) | > loss_disc_real_5: 0.21323300898075104 (0.1995910426034009) | > loss_0: 2.070618152618408 (2.18948518783651) | > grad_norm_0: tensor(29.8956, device='cuda:0') (tensor(36.0347, device='cuda:0')) | > loss_gen: 2.972443103790283 (2.8040282382047113) | > loss_kl: 1.6837685108184814 (1.7638171809242371) | > loss_feat: 9.912612915039062 (8.452112192776115) | > loss_mel: 14.296341896057129 (13.556497089365587) | > loss_duration: 1.7322604656219482 (1.7031964427009623) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.59742546081543 (28.279651111459987) | > grad_norm_1: tensor(996.8037, device='cuda:0') (tensor(777.5732, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8531 (0.8509480736472387) | > loader_time: 0.0105 (0.009868955867175754)  --> TIME: 2025-05-09 09:57:51 -- STEP: 237/725 -- GLOBAL_STEP: 130200 | > loss_disc: 2.363828182220459 (2.1848266094545767) | > loss_disc_real_0: 0.12159907817840576 (0.133259779353182) | > loss_disc_real_1: 0.2517521381378174 (0.19349783526945713) | > loss_disc_real_2: 0.22143901884555817 (0.1889692614727383) | > loss_disc_real_3: 0.2211160659790039 (0.20262497110205865) | > loss_disc_real_4: 0.20873719453811646 (0.1972567291325155) | > loss_disc_real_5: 0.1783406138420105 (0.1985865208292812) | > loss_0: 2.363828182220459 (2.1848266094545767) | > grad_norm_0: tensor(18.2319, device='cuda:0') (tensor(35.5421, device='cuda:0')) | > loss_gen: 2.552950382232666 (2.8118107459716155) | > loss_kl: 2.0487070083618164 (1.7636278731913506) | > loss_feat: 6.671392917633057 (8.452703160072687) | > loss_mel: 12.109543800354004 (13.541502550181457) | > loss_duration: 1.696272850036621 (1.7028576216114222) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.07886505126953 (28.272501941471663) | > grad_norm_1: tensor(658.6400, device='cuda:0') (tensor(762.6299, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8098 (0.8529888275806409) | > loader_time: 0.009 (0.009891667949499465)  --> TIME: 2025-05-09 09:58:34 -- STEP: 287/725 -- GLOBAL_STEP: 130250 | > loss_disc: 2.3261024951934814 (2.1967260214509854) | > loss_disc_real_0: 0.15991558134555817 (0.13820734960173064) | > loss_disc_real_1: 0.18928813934326172 (0.19381991018401612) | > loss_disc_real_2: 0.20122607052326202 (0.18917817692515748) | > loss_disc_real_3: 0.21225674450397491 (0.20331223251927605) | > loss_disc_real_4: 0.22567695379257202 (0.1977207049571679) | > loss_disc_real_5: 0.19483719766139984 (0.2000798975549093) | > loss_0: 2.3261024951934814 (2.1967260214509854) | > grad_norm_0: tensor(31.3226, device='cuda:0') (tensor(34.9151, device='cuda:0')) | > loss_gen: 2.5205767154693604 (2.8039686929058116) | > loss_kl: 1.6716420650482178 (1.7621469069856386) | > loss_feat: 8.019414901733398 (8.429023016620603) | > loss_mel: 13.73613452911377 (13.531806174886352) | > loss_duration: 1.7226319313049316 (1.7028752058640588) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.670400619506836 (28.229820005569728) | > grad_norm_1: tensor(386.9602, device='cuda:0') (tensor(752.5920, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8126 (0.8501464805536566) | > loader_time: 0.0099 (0.009877817971365792)  --> TIME: 2025-05-09 09:59:17 -- STEP: 337/725 -- GLOBAL_STEP: 130300 | > loss_disc: 2.1324353218078613 (2.2008586216397372) | > loss_disc_real_0: 0.13367860019207 (0.13916352163524953) | > loss_disc_real_1: 0.18515856564044952 (0.1939569418083665) | > loss_disc_real_2: 0.18424932658672333 (0.18976944914911203) | > loss_disc_real_3: 0.25233039259910583 (0.2032901175563342) | > loss_disc_real_4: 0.1805136799812317 (0.19801185255765208) | > loss_disc_real_5: 0.186527281999588 (0.2004044767833958) | > loss_0: 2.1324353218078613 (2.2008586216397372) | > grad_norm_0: tensor(51.6388, device='cuda:0') (tensor(35.0141, device='cuda:0')) | > loss_gen: 2.954005718231201 (2.799114613575468) | > loss_kl: 1.706261396408081 (1.7597808572588052) | > loss_feat: 9.017302513122559 (8.39362972214243) | > loss_mel: 14.456513404846191 (13.510800471999172) | > loss_duration: 1.697340488433838 (1.7024724292472133) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.831422805786133 (28.165798108018823) | > grad_norm_1: tensor(1074.3309, device='cuda:0') (tensor(758.0132, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8691 (0.8496386736012355) | > loader_time: 0.0095 (0.00987975109224857)  --> TIME: 2025-05-09 10:00:00 -- STEP: 387/725 -- GLOBAL_STEP: 130350 | > loss_disc: 2.196621894836426 (2.2004394158528457) | > loss_disc_real_0: 0.10093693435192108 (0.13814811593340365) | > loss_disc_real_1: 0.2042892426252365 (0.19406076834491354) | > loss_disc_real_2: 0.2261047512292862 (0.18968135064578495) | > loss_disc_real_3: 0.20435155928134918 (0.20340304380855506) | > loss_disc_real_4: 0.21597576141357422 (0.19867556513279908) | > loss_disc_real_5: 0.24171367287635803 (0.2003403745341362) | > loss_0: 2.196621894836426 (2.2004394158528457) | > grad_norm_0: tensor(27.1249, device='cuda:0') (tensor(35.6569, device='cuda:0')) | > loss_gen: 2.6913199424743652 (2.7992179387607625) | > loss_kl: 1.6437691450119019 (1.7547073949523058) | > loss_feat: 7.825692176818848 (8.374178795235407) | > loss_mel: 12.699471473693848 (13.511836155440456) | > loss_duration: 1.7856874465942383 (1.7030345574213859) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.64594268798828 (28.14297487322982) | > grad_norm_1: tensor(848.6812, device='cuda:0') (tensor(765.0289, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8505 (0.8495560431665228) | > loader_time: 0.0099 (0.009869480625911586)  --> TIME: 2025-05-09 10:00:43 -- STEP: 437/725 -- GLOBAL_STEP: 130400 | > loss_disc: 2.1509766578674316 (2.1986421695835805) | > loss_disc_real_0: 0.1417163759469986 (0.13759748840563918) | > loss_disc_real_1: 0.17967793345451355 (0.19389331896599687) | > loss_disc_real_2: 0.18377774953842163 (0.18970661172195763) | > loss_disc_real_3: 0.19656902551651 (0.20323210296559932) | > loss_disc_real_4: 0.18167100846767426 (0.19842627399027757) | > loss_disc_real_5: 0.20968125760555267 (0.20001053363425775) | > loss_0: 2.1509766578674316 (2.1986421695835805) | > grad_norm_0: tensor(28.9178, device='cuda:0') (tensor(35.6203, device='cuda:0')) | > loss_gen: 2.981536388397217 (2.799939400544156) | > loss_kl: 1.8737050294876099 (1.754299883711529) | > loss_feat: 8.502657890319824 (8.373967818864694) | > loss_mel: 13.811762809753418 (13.502349877521157) | > loss_duration: 1.6674646139144897 (1.702783193686461) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.837127685546875 (28.133340189604247) | > grad_norm_1: tensor(910.7875, device='cuda:0') (tensor(769.8831, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8815 (0.8484641518145458) | > loader_time: 0.0095 (0.009831819708887449)  --> TIME: 2025-05-09 10:01:26 -- STEP: 487/725 -- GLOBAL_STEP: 130450 | > loss_disc: 2.236173391342163 (2.2008788282132) | > loss_disc_real_0: 0.1063007116317749 (0.13820648100035896) | > loss_disc_real_1: 0.21707506477832794 (0.19422190126941916) | > loss_disc_real_2: 0.18129850924015045 (0.18996241814179593) | > loss_disc_real_3: 0.19787700474262238 (0.20295906348394904) | > loss_disc_real_4: 0.19469903409481049 (0.1985162350920926) | > loss_disc_real_5: 0.1971621811389923 (0.20034801712148728) | > loss_0: 2.236173391342163 (2.2008788282132) | > grad_norm_0: tensor(21.0841, device='cuda:0') (tensor(35.9474, device='cuda:0')) | > loss_gen: 2.683690309524536 (2.801101409923859) | > loss_kl: 1.8470067977905273 (1.7536908209446274) | > loss_feat: 8.232815742492676 (8.378995247200525) | > loss_mel: 12.930028915405273 (13.53350081238169) | > loss_duration: 1.6945672035217285 (1.7036873829193426) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.38810920715332 (28.170975687077892) | > grad_norm_1: tensor(566.8342, device='cuda:0') (tensor(767.9705, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8154 (0.8481087944101259) | > loader_time: 0.0093 (0.009841907195731603)  --> TIME: 2025-05-09 10:02:09 -- STEP: 537/725 -- GLOBAL_STEP: 130500 | > loss_disc: 2.420367479324341 (2.2021075484916928) | > loss_disc_real_0: 0.17874133586883545 (0.1377577319380515) | > loss_disc_real_1: 0.2154625803232193 (0.19447149269740666) | > loss_disc_real_2: 0.20611852407455444 (0.19002701652893592) | > loss_disc_real_3: 0.24966752529144287 (0.2030781474193381) | > loss_disc_real_4: 0.24098718166351318 (0.1986118318093334) | > loss_disc_real_5: 0.2545459568500519 (0.20050286669526904) | > loss_0: 2.420367479324341 (2.2021075484916928) | > grad_norm_0: tensor(6.5228, device='cuda:0') (tensor(35.7232, device='cuda:0')) | > loss_gen: 2.622570037841797 (2.7961684884971745) | > loss_kl: 1.6107616424560547 (1.753540085680658) | > loss_feat: 6.780821800231934 (8.359189445524017) | > loss_mel: 11.492258071899414 (13.515064445509813) | > loss_duration: 1.7166690826416016 (1.7042031041736707) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.223081588745117 (28.128165594914325) | > grad_norm_1: tensor(404.8718, device='cuda:0') (tensor(763.3354, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8431 (0.8475821195811977) | > loader_time: 0.0091 (0.009839195556924777)  --> TIME: 2025-05-09 10:02:52 -- STEP: 587/725 -- GLOBAL_STEP: 130550 | > loss_disc: 2.0996389389038086 (2.2018396042071573) | > loss_disc_real_0: 0.08836202323436737 (0.13755857005233066) | > loss_disc_real_1: 0.15831241011619568 (0.19438688974871948) | > loss_disc_real_2: 0.19632762670516968 (0.1898195491992636) | > loss_disc_real_3: 0.17281341552734375 (0.2031947026057788) | > loss_disc_real_4: 0.16740895807743073 (0.19852864513811513) | > loss_disc_real_5: 0.1862686276435852 (0.20045644258112477) | > loss_0: 2.0996389389038086 (2.2018396042071573) | > grad_norm_0: tensor(26.8622, device='cuda:0') (tensor(35.7443, device='cuda:0')) | > loss_gen: 2.9635233879089355 (2.795254214252687) | > loss_kl: 1.7872216701507568 (1.752062014461172) | > loss_feat: 9.950018882751465 (8.350266022007954) | > loss_mel: 15.452786445617676 (13.500248730284195) | > loss_duration: 1.6897172927856445 (1.7040336077217346) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.84326934814453 (28.101864605177404) | > grad_norm_1: tensor(839.7402, device='cuda:0') (tensor(761.8521, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8449 (0.8478998114343801) | > loader_time: 0.0096 (0.009803033565540738)  --> TIME: 2025-05-09 10:03:35 -- STEP: 637/725 -- GLOBAL_STEP: 130600 | > loss_disc: 2.025156259536743 (2.204962931397947) | > loss_disc_real_0: 0.09138922393321991 (0.13806205403112368) | > loss_disc_real_1: 0.2078993022441864 (0.1946748522471408) | > loss_disc_real_2: 0.1722187101840973 (0.19028360191937332) | > loss_disc_real_3: 0.1835690140724182 (0.20331988300034548) | > loss_disc_real_4: 0.20235617458820343 (0.19861973288762894) | > loss_disc_real_5: 0.15181399881839752 (0.2008709349381494) | > loss_0: 2.025156259536743 (2.204962931397947) | > grad_norm_0: tensor(11.7209, device='cuda:0') (tensor(35.5137, device='cuda:0')) | > loss_gen: 3.0506784915924072 (2.790971904197707) | > loss_kl: 1.6960225105285645 (1.7521727378926053) | > loss_feat: 9.272611618041992 (8.33128171962696) | > loss_mel: 14.358158111572266 (13.49726185132421) | > loss_duration: 1.6888344287872314 (1.7038815706453667) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.06630516052246 (28.07556979959389) | > grad_norm_1: tensor(529.9584, device='cuda:0') (tensor(757.1032, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8209 (0.8475364613196161) | > loader_time: 0.0094 (0.00978979884736018)  --> TIME: 2025-05-09 10:04:17 -- STEP: 687/725 -- GLOBAL_STEP: 130650 | > loss_disc: 2.240382432937622 (2.205419851355853) | > loss_disc_real_0: 0.08290054649114609 (0.13814415147167475) | > loss_disc_real_1: 0.18179656565189362 (0.19464880447113522) | > loss_disc_real_2: 0.16932342946529388 (0.19016151950088656) | > loss_disc_real_3: 0.17913222312927246 (0.2033290915744274) | > loss_disc_real_4: 0.16773433983325958 (0.1984700325448093) | > loss_disc_real_5: 0.16844366490840912 (0.20086722496728893) | > loss_0: 2.240382432937622 (2.205419851355853) | > grad_norm_0: tensor(34.5730, device='cuda:0') (tensor(35.6651, device='cuda:0')) | > loss_gen: 2.6118786334991455 (2.791283038679345) | > loss_kl: 1.7872868776321411 (1.7502653428734296) | > loss_feat: 8.9931058883667 (8.334296037015958) | > loss_mel: 14.597631454467773 (13.517278514401193) | > loss_duration: 1.7125331163406372 (1.7038944098973725) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.702438354492188 (28.097017349287587) | > grad_norm_1: tensor(278.4962, device='cuda:0') (tensor(757.3542, device='cuda:0')) | > current_lr_0: 0.0001971207450908312 | > current_lr_1: 0.0001971207450908312 | > step_time: 0.8609 (0.84660625839511) | > loader_time: 0.0099 (0.00976773293951887)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.244325637817383 (2.244325637817383) | > loss_disc_real_0: 0.15527662634849548 (0.15527662634849548) | > loss_disc_real_1: 0.2328561395406723 (0.2328561395406723) | > loss_disc_real_2: 0.2013436257839203 (0.2013436257839203) | > loss_disc_real_3: 0.23033331334590912 (0.23033331334590912) | > loss_disc_real_4: 0.20384903252124786 (0.20384903252124786) | > loss_disc_real_5: 0.24984446167945862 (0.24984446167945862) | > loss_0: 2.244325637817383 (2.244325637817383) | > loss_gen: 2.8515117168426514 (2.8515117168426514) | > loss_kl: 1.9411451816558838 (1.9411451816558838) | > loss_feat: 8.834965705871582 (8.834965705871582) | > loss_mel: 15.416644096374512 (15.416644096374512) | > loss_duration: 1.6645276546478271 (1.6645276546478271) | > loss_1: 30.70879364013672 (30.70879364013672)  --> STEP: 1 | > loss_disc: 2.291487693786621 (2.291487693786621) | > loss_disc_real_0: 0.14035546779632568 (0.14035546779632568) | > loss_disc_real_1: 0.21980279684066772 (0.21980279684066772) | > loss_disc_real_2: 0.20515930652618408 (0.20515930652618408) | > loss_disc_real_3: 0.23055681586265564 (0.23055681586265564) | > loss_disc_real_4: 0.21651510894298553 (0.21651510894298553) | > loss_disc_real_5: 0.248348206281662 (0.248348206281662) | > loss_0: 2.291487693786621 (2.291487693786621) | > loss_gen: 2.6660521030426025 (2.6660521030426025) | > loss_kl: 1.9859180450439453 (1.9859180450439453) | > loss_feat: 7.6922807693481445 (7.6922807693481445) | > loss_mel: 13.537738800048828 (13.537738800048828) | > loss_duration: 1.7669925689697266 (1.7669925689697266) | > loss_1: 27.648983001708984 (27.648983001708984)  --> STEP: 2 | > loss_disc: 2.2642478942871094 (2.2778677940368652) | > loss_disc_real_0: 0.14399626851081848 (0.14217586815357208) | > loss_disc_real_1: 0.24793794751167297 (0.23387037217617035) | > loss_disc_real_2: 0.20792973041534424 (0.20654451847076416) | > loss_disc_real_3: 0.23747394979000092 (0.23401538282632828) | > loss_disc_real_4: 0.23579831421375275 (0.22615671157836914) | > loss_disc_real_5: 0.22300109267234802 (0.235674649477005) | > loss_0: 2.2642478942871094 (2.2778677940368652) | > loss_gen: 2.8460772037506104 (2.7560646533966064) | > loss_kl: 1.7933424711227417 (1.8896302580833435) | > loss_feat: 7.519874572753906 (7.606077671051025) | > loss_mel: 13.726274490356445 (13.632006645202637) | > loss_duration: 1.8100512027740479 (1.7885218858718872) | > loss_1: 27.695619583129883 (27.672301292419434)  --> STEP: 3 | > loss_disc: 2.211883306503296 (2.255872964859009) | > loss_disc_real_0: 0.11433500051498413 (0.13289557894070944) | > loss_disc_real_1: 0.23824699223041534 (0.23532924552758536) | > loss_disc_real_2: 0.1913636028766632 (0.2014842132727305) | > loss_disc_real_3: 0.21534983813762665 (0.22779353459676108) | > loss_disc_real_4: 0.1847149282693863 (0.2123427838087082) | > loss_disc_real_5: 0.22938889265060425 (0.23357939720153809) | > loss_0: 2.211883306503296 (2.255872964859009) | > loss_gen: 2.739377737045288 (2.750502347946167) | > loss_kl: 1.9528366327285767 (1.9106990496317546) | > loss_feat: 8.78916072845459 (8.000438690185547) | > loss_mel: 15.348855018615723 (14.204289436340332) | > loss_duration: 1.7969465255737305 (1.791330099105835) | > loss_1: 30.627178192138672 (28.657260258992512)  --> STEP: 4 | > loss_disc: 2.2160511016845703 (2.245917499065399) | > loss_disc_real_0: 0.117341548204422 (0.12900707125663757) | > loss_disc_real_1: 0.23056836426258087 (0.23413902521133423) | > loss_disc_real_2: 0.19997134804725647 (0.201105996966362) | > loss_disc_real_3: 0.21204349398612976 (0.22385602444410324) | > loss_disc_real_4: 0.21927106380462646 (0.21407485380768776) | > loss_disc_real_5: 0.24388466775417328 (0.23615571483969688) | > loss_0: 2.2160511016845703 (2.245917499065399) | > loss_gen: 2.7658438682556152 (2.754337728023529) | > loss_kl: 1.8464784622192383 (1.8946439027786255) | > loss_feat: 8.430845260620117 (8.10804033279419) | > loss_mel: 14.791627883911133 (14.351124048233032) | > loss_duration: 1.713745355606079 (1.771933913230896) | > loss_1: 29.548540115356445 (28.880080223083496) --> EVAL PERFORMANCE | > avg_loader_time: 0.2833223342895508 (+0.00418323278427124) | > avg_loss_disc: 2.245917499065399 (+0.03796011209487915) | > avg_loss_disc_real_0: 0.12900707125663757 (-0.0014153588563203812) | > avg_loss_disc_real_1: 0.23413902521133423 (+0.06740225479006767) | > avg_loss_disc_real_2: 0.201105996966362 (+0.04396529123187065) | > avg_loss_disc_real_3: 0.22385602444410324 (+0.044072605669498444) | > avg_loss_disc_real_4: 0.21407485380768776 (+0.027212589979171753) | > avg_loss_disc_real_5: 0.23615571483969688 (+0.037558481097221375) | > avg_loss_0: 2.245917499065399 (+0.03796011209487915) | > avg_loss_gen: 2.754337728023529 (+0.3881969451904297) | > avg_loss_kl: 1.8946439027786255 (-0.17691731452941895) | > avg_loss_feat: 8.10804033279419 (-0.15195345878601074) | > avg_loss_mel: 14.351124048233032 (+0.3153223991394043) | > avg_loss_duration: 1.771933913230896 (-0.005240142345428467) | > avg_loss_1: 28.880080223083496 (+0.36940765380859375)  > EPOCH: 117/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 10:04:56)   --> TIME: 2025-05-09 10:05:08 -- STEP: 12/725 -- GLOBAL_STEP: 130700 | > loss_disc: 2.0636956691741943 (2.2225638031959534) | > loss_disc_real_0: 0.1120033785700798 (0.13357102436323962) | > loss_disc_real_1: 0.20685286819934845 (0.19819062699874243) | > loss_disc_real_2: 0.17587055265903473 (0.18888492758075395) | > loss_disc_real_3: 0.1571665108203888 (0.204802256077528) | > loss_disc_real_4: 0.17779719829559326 (0.20002969478567442) | > loss_disc_real_5: 0.1619599312543869 (0.20635555436213812) | > loss_0: 2.0636956691741943 (2.2225638031959534) | > grad_norm_0: tensor(30.8980, device='cuda:0') (tensor(40.0063, device='cuda:0')) | > loss_gen: 2.97202205657959 (2.777554512023926) | > loss_kl: 1.55338716506958 (1.7929683824380238) | > loss_feat: 9.069555282592773 (8.350690444310507) | > loss_mel: 14.053682327270508 (13.634969790776571) | > loss_duration: 1.731629490852356 (1.706548531850179) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.380277633666992 (28.26273187001546) | > grad_norm_1: tensor(926.6774, device='cuda:0') (tensor(824.5937, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8204 (0.8322440584500631) | > loader_time: 0.0112 (0.009928703308105469)  --> TIME: 2025-05-09 10:05:52 -- STEP: 62/725 -- GLOBAL_STEP: 130750 | > loss_disc: 2.161527156829834 (2.197445967505055) | > loss_disc_real_0: 0.10518737882375717 (0.13182495979051437) | > loss_disc_real_1: 0.21424144506454468 (0.19550011331035244) | > loss_disc_real_2: 0.22349686920642853 (0.19101001754883798) | > loss_disc_real_3: 0.1788550168275833 (0.20375330722139728) | > loss_disc_real_4: 0.18569009006023407 (0.19664203663987498) | > loss_disc_real_5: 0.15674079954624176 (0.2005410422721217) | > loss_0: 2.161527156829834 (2.197445967505055) | > grad_norm_0: tensor(28.0852, device='cuda:0') (tensor(38.1526, device='cuda:0')) | > loss_gen: 2.713474750518799 (2.816854592292539) | > loss_kl: 1.7014485597610474 (1.7609602059087446) | > loss_feat: 8.200048446655273 (8.391443160272418) | > loss_mel: 13.362122535705566 (13.712371195516278) | > loss_duration: 1.759232759475708 (1.6984865569299268) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.736326217651367 (28.380115878197454) | > grad_norm_1: tensor(748.8007, device='cuda:0') (tensor(818.7271, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8477 (0.8468527947702715) | > loader_time: 0.0095 (0.010139076940474969)  --> TIME: 2025-05-09 10:06:35 -- STEP: 112/725 -- GLOBAL_STEP: 130800 | > loss_disc: 2.277447462081909 (2.2105995959469262) | > loss_disc_real_0: 0.16504763066768646 (0.13711600617638653) | > loss_disc_real_1: 0.21108640730381012 (0.1957366924200739) | > loss_disc_real_2: 0.1952109932899475 (0.19009060652128287) | > loss_disc_real_3: 0.18594199419021606 (0.2037019185455782) | > loss_disc_real_4: 0.216468945145607 (0.1981641235096114) | > loss_disc_real_5: 0.16919970512390137 (0.2012825720012188) | > loss_0: 2.277447462081909 (2.2105995959469262) | > grad_norm_0: tensor(19.1840, device='cuda:0') (tensor(40.8267, device='cuda:0')) | > loss_gen: 2.6847341060638428 (2.8076561178479866) | > loss_kl: 1.7204545736312866 (1.7526722827128) | > loss_feat: 7.817688465118408 (8.344794303178794) | > loss_mel: 13.240710258483887 (13.652517446449824) | > loss_duration: 1.7066948413848877 (1.7044266781636648) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.170284271240234 (28.262066858155386) | > grad_norm_1: tensor(727.4030, device='cuda:0') (tensor(811.2942, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8325 (0.8522114562136787) | > loader_time: 0.0097 (0.010022225124495366)  --> TIME: 2025-05-09 10:07:18 -- STEP: 162/725 -- GLOBAL_STEP: 130850 | > loss_disc: 2.1966712474823 (2.210021161002878) | > loss_disc_real_0: 0.15124045312404633 (0.13826533986462475) | > loss_disc_real_1: 0.19075600802898407 (0.19534245298968425) | > loss_disc_real_2: 0.19586685299873352 (0.18970219340221378) | > loss_disc_real_3: 0.19413472712039948 (0.20322318135956183) | > loss_disc_real_4: 0.21630412340164185 (0.19805981540753517) | > loss_disc_real_5: 0.20767739415168762 (0.20317636798193425) | > loss_0: 2.1966712474823 (2.210021161002878) | > grad_norm_0: tensor(35.7824, device='cuda:0') (tensor(38.8198, device='cuda:0')) | > loss_gen: 2.7784550189971924 (2.7904360529817174) | > loss_kl: 1.8600094318389893 (1.7559254279843084) | > loss_feat: 8.758279800415039 (8.335299594902706) | > loss_mel: 14.261630058288574 (13.641892321315812) | > loss_duration: 1.6697793006896973 (1.7044292055530317) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.328153610229492 (28.227982627020943) | > grad_norm_1: tensor(792.3137, device='cuda:0') (tensor(799.8724, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8325 (0.8506412211759593) | > loader_time: 0.0095 (0.009871185561757026)  --> TIME: 2025-05-09 10:08:02 -- STEP: 212/725 -- GLOBAL_STEP: 130900 | > loss_disc: 2.251858711242676 (2.213286594962173) | > loss_disc_real_0: 0.15888290107250214 (0.13751056755207614) | > loss_disc_real_1: 0.19308365881443024 (0.19543243986818032) | > loss_disc_real_2: 0.22858405113220215 (0.19010821251936674) | > loss_disc_real_3: 0.2138603925704956 (0.2035069441036233) | > loss_disc_real_4: 0.15685586631298065 (0.1979510540248088) | > loss_disc_real_5: 0.18260939419269562 (0.20371679223652156) | > loss_0: 2.251858711242676 (2.213286594962173) | > grad_norm_0: tensor(17.0676, device='cuda:0') (tensor(37.7306, device='cuda:0')) | > loss_gen: 2.58272123336792 (2.7797740450445207) | > loss_kl: 1.7942225933074951 (1.760141907997851) | > loss_feat: 8.00602912902832 (8.305036776470692) | > loss_mel: 13.082378387451172 (13.582102469678196) | > loss_duration: 1.7249970436096191 (1.7041067739702622) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.19034767150879 (28.1311620496354) | > grad_norm_1: tensor(113.2968, device='cuda:0') (tensor(788.6738, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8442 (0.8508090376853944) | > loader_time: 0.0098 (0.009889937796682681)  --> TIME: 2025-05-09 10:08:44 -- STEP: 262/725 -- GLOBAL_STEP: 130950 | > loss_disc: 2.2434515953063965 (2.2113647192489085) | > loss_disc_real_0: 0.15139687061309814 (0.13776080842122765) | > loss_disc_real_1: 0.19233128428459167 (0.1950562773770049) | > loss_disc_real_2: 0.1710985004901886 (0.18975078291792905) | > loss_disc_real_3: 0.206345334649086 (0.2034764270518572) | > loss_disc_real_4: 0.2193172574043274 (0.19804743222380417) | > loss_disc_real_5: 0.21218854188919067 (0.20339841606052778) | > loss_0: 2.2434515953063965 (2.2113647192489085) | > grad_norm_0: tensor(31.4406, device='cuda:0') (tensor(37.0875, device='cuda:0')) | > loss_gen: 2.6476964950561523 (2.784576466975321) | > loss_kl: 1.9062564373016357 (1.7536797446148995) | > loss_feat: 7.72760534286499 (8.330418512111402) | > loss_mel: 12.97335433959961 (13.584689227679304) | > loss_duration: 1.6917345523834229 (1.704893624509564) | > amp_scaler: 256.0 (138.74809160305344) | > loss_1: 26.94664764404297 (28.158257644595082) | > grad_norm_1: tensor(925.8094, device='cuda:0') (tensor(772.9926, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8766 (0.8491906428155099) | > loader_time: 0.0095 (0.009839677628670032)  --> TIME: 2025-05-09 10:09:27 -- STEP: 312/725 -- GLOBAL_STEP: 131000 | > loss_disc: 2.1621007919311523 (2.2106385685694523) | > loss_disc_real_0: 0.1367063969373703 (0.13732744913357187) | > loss_disc_real_1: 0.21719405055046082 (0.19482794236869383) | > loss_disc_real_2: 0.19291839003562927 (0.19003710317879138) | > loss_disc_real_3: 0.2022668421268463 (0.203366015631801) | > loss_disc_real_4: 0.18341130018234253 (0.19813858493207365) | > loss_disc_real_5: 0.1947501301765442 (0.20320643895329574) | > loss_0: 2.1621007919311523 (2.2106385685694523) | > grad_norm_0: tensor(97.8492, device='cuda:0') (tensor(37.1020, device='cuda:0')) | > loss_gen: 2.8478026390075684 (2.785962535784795) | > loss_kl: 1.8581411838531494 (1.7523027127369857) | > loss_feat: 8.68065071105957 (8.332130332787832) | > loss_mel: 13.835206985473633 (13.579711938515688) | > loss_duration: 1.7012778520584106 (1.7045630434384709) | > amp_scaler: 128.0 (141.53846153846166) | > loss_1: 28.923080444335938 (28.154670654199073) | > grad_norm_1: tensor(1018.5927, device='cuda:0') (tensor(763.1897, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8427 (0.8490058963115399) | > loader_time: 0.0108 (0.00984428555537493) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_131000.pth  --> TIME: 2025-05-09 10:10:14 -- STEP: 362/725 -- GLOBAL_STEP: 131050 | > loss_disc: 2.344193696975708 (2.2119627153675867) | > loss_disc_real_0: 0.14539198577404022 (0.1369760136701455) | > loss_disc_real_1: 0.18179214000701904 (0.19480314743782284) | > loss_disc_real_2: 0.1953604519367218 (0.19009444224570987) | > loss_disc_real_3: 0.184803768992424 (0.2036407330994448) | > loss_disc_real_4: 0.18288977444171906 (0.1984376230621865) | > loss_disc_real_5: 0.21647292375564575 (0.20348836596828798) | > loss_0: 2.344193696975708 (2.2119627153675867) | > grad_norm_0: tensor(64.7048, device='cuda:0') (tensor(36.7364, device='cuda:0')) | > loss_gen: 2.537320375442505 (2.782088294872263) | > loss_kl: 2.01410174369812 (1.7560109285359884) | > loss_feat: 7.3634562492370605 (8.317219653840876) | > loss_mel: 12.736824989318848 (13.541520026507298) | > loss_duration: 1.6625349521636963 (1.703411326553281) | > amp_scaler: 128.0 (139.6685082872929) | > loss_1: 26.314239501953125 (28.100250302098743) | > grad_norm_1: tensor(691.0189, device='cuda:0') (tensor(761.6116, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8457 (0.8510581636955725) | > loader_time: 0.0098 (0.009853515177141895)  --> TIME: 2025-05-09 10:10:57 -- STEP: 412/725 -- GLOBAL_STEP: 131100 | > loss_disc: 2.2062153816223145 (2.2091485206941965) | > loss_disc_real_0: 0.17393863201141357 (0.1364813654421312) | > loss_disc_real_1: 0.21002283692359924 (0.19481563582582387) | > loss_disc_real_2: 0.20824848115444183 (0.18977546464036962) | > loss_disc_real_3: 0.22006756067276 (0.20384102897013276) | > loss_disc_real_4: 0.21496200561523438 (0.1985034065917858) | > loss_disc_real_5: 0.19733783602714539 (0.2031510422386012) | > loss_0: 2.2062153816223145 (2.2091485206941965) | > grad_norm_0: tensor(42.5541, device='cuda:0') (tensor(36.4966, device='cuda:0')) | > loss_gen: 2.777677059173584 (2.781277514198451) | > loss_kl: 1.6296123266220093 (1.7552779340049596) | > loss_feat: 7.913893222808838 (8.303010555146964) | > loss_mel: 14.334111213684082 (13.529864670003501) | > loss_duration: 1.7085647583007812 (1.7035474343207273) | > amp_scaler: 128.0 (138.25242718446606) | > loss_1: 28.363859176635742 (28.072978181746407) | > grad_norm_1: tensor(924.9501, device='cuda:0') (tensor(767.8521, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.842 (0.8504997734884614) | > loader_time: 0.0093 (0.009809324463594307)  --> TIME: 2025-05-09 10:11:39 -- STEP: 462/725 -- GLOBAL_STEP: 131150 | > loss_disc: 2.169898271560669 (2.209095404003606) | > loss_disc_real_0: 0.08415468037128448 (0.13697822267810492) | > loss_disc_real_1: 0.16229775547981262 (0.19463727081363857) | > loss_disc_real_2: 0.20189131796360016 (0.18963138504332788) | > loss_disc_real_3: 0.18923944234848022 (0.20348033279954614) | > loss_disc_real_4: 0.18948525190353394 (0.1983859136507109) | > loss_disc_real_5: 0.1897091418504715 (0.20318628350893655) | > loss_0: 2.169898271560669 (2.209095404003606) | > grad_norm_0: tensor(33.2444, device='cuda:0') (tensor(36.6248, device='cuda:0')) | > loss_gen: 2.7592620849609375 (2.7821042573813237) | > loss_kl: 1.775317668914795 (1.759013274273315) | > loss_feat: 8.963468551635742 (8.316825524037009) | > loss_mel: 14.696725845336914 (13.538835674137264) | > loss_duration: 1.7398258447647095 (1.7036978024424927) | > amp_scaler: 128.0 (137.14285714285722) | > loss_1: 29.934600830078125 (28.100476615872743) | > grad_norm_1: tensor(1187.0077, device='cuda:0') (tensor(766.9446, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.7973 (0.8494264197039914) | > loader_time: 0.0097 (0.00977569225030544)  --> TIME: 2025-05-09 10:12:23 -- STEP: 512/725 -- GLOBAL_STEP: 131200 | > loss_disc: 2.240332841873169 (2.208657433046029) | > loss_disc_real_0: 0.16975723206996918 (0.13702829850080883) | > loss_disc_real_1: 0.17326559126377106 (0.1944561139971484) | > loss_disc_real_2: 0.16846615076065063 (0.1895579418051056) | > loss_disc_real_3: 0.2044176161289215 (0.20358540827874094) | > loss_disc_real_4: 0.19695334136486053 (0.1985717396019027) | > loss_disc_real_5: 0.2654181718826294 (0.20342737549799494) | > loss_0: 2.240332841873169 (2.208657433046029) | > grad_norm_0: tensor(35.1108, device='cuda:0') (tensor(36.6843, device='cuda:0')) | > loss_gen: 2.760664463043213 (2.7840748303569853) | > loss_kl: 1.7510696649551392 (1.7583476239815354) | > loss_feat: 8.209277153015137 (8.32425254583358) | > loss_mel: 13.25548267364502 (13.557884812355042) | > loss_duration: 1.654280185699463 (1.704273998038843) | > amp_scaler: 128.0 (136.25000000000006) | > loss_1: 27.630773544311523 (28.12883389368654) | > grad_norm_1: tensor(876.3424, device='cuda:0') (tensor(767.0035, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8363 (0.8492675293236971) | > loader_time: 0.0108 (0.009820589795708656)  --> TIME: 2025-05-09 10:13:06 -- STEP: 562/725 -- GLOBAL_STEP: 131250 | > loss_disc: 2.1763129234313965 (2.208369864475687) | > loss_disc_real_0: 0.17577522993087769 (0.13705040847226388) | > loss_disc_real_1: 0.2132408767938614 (0.19451510142601267) | > loss_disc_real_2: 0.21640783548355103 (0.1896016986185545) | > loss_disc_real_3: 0.1701526641845703 (0.20357611040946) | > loss_disc_real_4: 0.18230371177196503 (0.1983632776236619) | > loss_disc_real_5: 0.18751874566078186 (0.20343725701455972) | > loss_0: 2.1763129234313965 (2.208369864475687) | > grad_norm_0: tensor(22.0146, device='cuda:0') (tensor(36.3181, device='cuda:0')) | > loss_gen: 2.810903310775757 (2.782365739557668) | > loss_kl: 1.7746320962905884 (1.758946035892514) | > loss_feat: 8.888189315795898 (8.329075955835517) | > loss_mel: 14.101275444030762 (13.579505362120385) | > loss_duration: 1.6686632633209229 (1.7043241811816798) | > amp_scaler: 128.0 (135.51601423487548) | > loss_1: 29.243663787841797 (28.154217343313423) | > grad_norm_1: tensor(581.5583, device='cuda:0') (tensor(760.2743, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8978 (0.8488150321716091) | > loader_time: 0.0096 (0.009807067409528952)  --> TIME: 2025-05-09 10:13:49 -- STEP: 612/725 -- GLOBAL_STEP: 131300 | > loss_disc: 2.230276584625244 (2.2085923125930886) | > loss_disc_real_0: 0.1326419860124588 (0.1372142919260107) | > loss_disc_real_1: 0.20362019538879395 (0.19450678951502634) | > loss_disc_real_2: 0.22321033477783203 (0.18975386340049355) | > loss_disc_real_3: 0.20665471255779266 (0.2034738385453333) | > loss_disc_real_4: 0.18082629144191742 (0.19841052202227852) | > loss_disc_real_5: 0.20566809177398682 (0.20360947546421307) | > loss_0: 2.230276584625244 (2.2085923125930886) | > grad_norm_0: tensor(32.9738, device='cuda:0') (tensor(36.1028, device='cuda:0')) | > loss_gen: 2.723599910736084 (2.780120693390666) | > loss_kl: 1.7488290071487427 (1.758655412329568) | > loss_feat: 8.111949920654297 (8.324293980411452) | > loss_mel: 13.036784172058105 (13.572636956482931) | > loss_duration: 1.6424756050109863 (1.7039168989346698) | > amp_scaler: 128.0 (134.90196078431384) | > loss_1: 27.263639450073242 (28.13962399414163) | > grad_norm_1: tensor(775.7183, device='cuda:0') (tensor(759.6434, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8127 (0.8486997251417122) | > loader_time: 0.0088 (0.009812558398527252)  --> TIME: 2025-05-09 10:14:31 -- STEP: 662/725 -- GLOBAL_STEP: 131350 | > loss_disc: 2.3090274333953857 (2.2061324110564153) | > loss_disc_real_0: 0.1915472447872162 (0.1369432712767239) | > loss_disc_real_1: 0.22235378623008728 (0.19424582785980224) | > loss_disc_real_2: 0.19409899413585663 (0.1894589893047183) | > loss_disc_real_3: 0.2034391313791275 (0.20340477796749767) | > loss_disc_real_4: 0.2143346071243286 (0.19834060131873255) | > loss_disc_real_5: 0.21920232474803925 (0.20340538317523327) | > loss_0: 2.3090274333953857 (2.2061324110564153) | > grad_norm_0: tensor(26.5450, device='cuda:0') (tensor(36.5095, device='cuda:0')) | > loss_gen: 2.6275336742401123 (2.785665153376645) | > loss_kl: 1.598556399345398 (1.75982694791523) | > loss_feat: 7.050558567047119 (8.34261196905752) | > loss_mel: 11.888399124145508 (13.585013638810448) | > loss_duration: 1.7254211902618408 (1.7044100793826977) | > amp_scaler: 128.0 (134.380664652568) | > loss_1: 24.89046859741211 (28.177527854089657) | > grad_norm_1: tensor(890.7409, device='cuda:0') (tensor(757.4778, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8725 (0.8482202586810754) | > loader_time: 0.0096 (0.009822991319293336)  --> TIME: 2025-05-09 10:15:15 -- STEP: 712/725 -- GLOBAL_STEP: 131400 | > loss_disc: 2.1400680541992188 (2.2046439173851127) | > loss_disc_real_0: 0.09508505463600159 (0.1367159696044714) | > loss_disc_real_1: 0.18300311267375946 (0.19411270119500967) | > loss_disc_real_2: 0.15771585702896118 (0.1891734634390038) | > loss_disc_real_3: 0.1819918304681778 (0.20335530395504464) | > loss_disc_real_4: 0.22275005280971527 (0.1985282341248534) | > loss_disc_real_5: 0.19894418120384216 (0.2030802643073073) | > loss_0: 2.1400680541992188 (2.2046439173851127) | > grad_norm_0: tensor(46.7103, device='cuda:0') (tensor(36.6524, device='cuda:0')) | > loss_gen: 2.931840419769287 (2.786549032069324) | > loss_kl: 1.7592869997024536 (1.759069669615017) | > loss_feat: 8.951637268066406 (8.342003362232365) | > loss_mel: 14.643906593322754 (13.572018125084009) | > loss_duration: 1.6998436450958252 (1.7040687655464988) | > amp_scaler: 128.0 (133.93258426966295) | > loss_1: 29.98651695251465 (28.16370901364959) | > grad_norm_1: tensor(636.5686, device='cuda:0') (tensor(760.1396, device='cuda:0')) | > current_lr_0: 0.00019709610499769482 | > current_lr_1: 0.00019709610499769482 | > step_time: 0.8159 (0.8483113221238169) | > loader_time: 0.0104 (0.00982701610983087)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2895689010620117 (2.2895689010620117) | > loss_disc_real_0: 0.1006503477692604 (0.1006503477692604) | > loss_disc_real_1: 0.19827409088611603 (0.19827409088611603) | > loss_disc_real_2: 0.17224185168743134 (0.17224185168743134) | > loss_disc_real_3: 0.2667451500892639 (0.2667451500892639) | > loss_disc_real_4: 0.27012547850608826 (0.27012547850608826) | > loss_disc_real_5: 0.2241171896457672 (0.2241171896457672) | > loss_0: 2.2895689010620117 (2.2895689010620117) | > loss_gen: 2.7169370651245117 (2.7169370651245117) | > loss_kl: 1.9953839778900146 (1.9953839778900146) | > loss_feat: 9.20777702331543 (9.20777702331543) | > loss_mel: 14.58587646484375 (14.58587646484375) | > loss_duration: 1.680056095123291 (1.680056095123291) | > loss_1: 30.1860294342041 (30.1860294342041)  --> STEP: 1 | > loss_disc: 2.273751735687256 (2.273751735687256) | > loss_disc_real_0: 0.08398288488388062 (0.08398288488388062) | > loss_disc_real_1: 0.2023380547761917 (0.2023380547761917) | > loss_disc_real_2: 0.1825258880853653 (0.1825258880853653) | > loss_disc_real_3: 0.24221640825271606 (0.24221640825271606) | > loss_disc_real_4: 0.2877795100212097 (0.2877795100212097) | > loss_disc_real_5: 0.2420230507850647 (0.2420230507850647) | > loss_0: 2.273751735687256 (2.273751735687256) | > loss_gen: 2.7569100856781006 (2.7569100856781006) | > loss_kl: 2.1763312816619873 (2.1763312816619873) | > loss_feat: 8.213038444519043 (8.213038444519043) | > loss_mel: 14.666302680969238 (14.666302680969238) | > loss_duration: 1.7570300102233887 (1.7570300102233887) | > loss_1: 29.569612503051758 (29.569612503051758)  --> STEP: 2 | > loss_disc: 2.1425089836120605 (2.208130359649658) | > loss_disc_real_0: 0.07876482605934143 (0.08137385547161102) | > loss_disc_real_1: 0.17172618210315704 (0.18703211843967438) | > loss_disc_real_2: 0.16547320783138275 (0.17399954795837402) | > loss_disc_real_3: 0.23727214336395264 (0.23974427580833435) | > loss_disc_real_4: 0.26497089862823486 (0.2763752043247223) | > loss_disc_real_5: 0.23121050000190735 (0.23661677539348602) | > loss_0: 2.1425089836120605 (2.208130359649658) | > loss_gen: 2.880514621734619 (2.81871235370636) | > loss_kl: 1.999431848526001 (2.087881565093994) | > loss_feat: 9.153646469116211 (8.683342456817627) | > loss_mel: 15.323891639709473 (14.995097160339355) | > loss_duration: 1.8089635372161865 (1.7829967737197876) | > loss_1: 31.16644859313965 (30.368030548095703)  --> STEP: 3 | > loss_disc: 2.2695937156677246 (2.2286181449890137) | > loss_disc_real_0: 0.08968594670295715 (0.0841445525487264) | > loss_disc_real_1: 0.1906321793794632 (0.18823213875293732) | > loss_disc_real_2: 0.18336650729179382 (0.17712186773618063) | > loss_disc_real_3: 0.2597212493419647 (0.24640326698621115) | > loss_disc_real_4: 0.2805837094783783 (0.277778039375941) | > loss_disc_real_5: 0.23948051035404205 (0.23757135371367136) | > loss_0: 2.2695937156677246 (2.2286181449890137) | > loss_gen: 2.714454174041748 (2.7839596271514893) | > loss_kl: 2.07590913772583 (2.083890755971273) | > loss_feat: 7.8404364585876465 (8.402373790740967) | > loss_mel: 14.378780364990234 (14.789658228556315) | > loss_duration: 1.7810674905776978 (1.782353679339091) | > loss_1: 28.790647506713867 (29.842236200968426)  --> STEP: 4 | > loss_disc: 2.1957225799560547 (2.220394253730774) | > loss_disc_real_0: 0.10067512840032578 (0.08827719651162624) | > loss_disc_real_1: 0.18122541904449463 (0.18648045882582664) | > loss_disc_real_2: 0.1666553020477295 (0.17450522631406784) | > loss_disc_real_3: 0.23968927562236786 (0.24472476914525032) | > loss_disc_real_4: 0.22413896024227142 (0.2643682695925236) | > loss_disc_real_5: 0.23187309503555298 (0.23614678904414177) | > loss_0: 2.1957225799560547 (2.220394253730774) | > loss_gen: 2.7216110229492188 (2.7683724761009216) | > loss_kl: 1.7747100591659546 (2.0065955817699432) | > loss_feat: 8.752301216125488 (8.489855647087097) | > loss_mel: 14.264640808105469 (14.658403873443604) | > loss_duration: 1.738801121711731 (1.771465539932251) | > loss_1: 29.252065658569336 (29.694693565368652) --> EVAL PERFORMANCE | > avg_loader_time: 0.2760426998138428 (-0.007279634475708008) | > avg_loss_disc: 2.220394253730774 (-0.025523245334625244) | > avg_loss_disc_real_0: 0.08827719651162624 (-0.04072987474501133) | > avg_loss_disc_real_1: 0.18648045882582664 (-0.047658566385507584) | > avg_loss_disc_real_2: 0.17450522631406784 (-0.02660077065229416) | > avg_loss_disc_real_3: 0.24472476914525032 (+0.02086874470114708) | > avg_loss_disc_real_4: 0.2643682695925236 (+0.050293415784835815) | > avg_loss_disc_real_5: 0.23614678904414177 (-8.925795555114746e-06) | > avg_loss_0: 2.220394253730774 (-0.025523245334625244) | > avg_loss_gen: 2.7683724761009216 (+0.014034748077392578) | > avg_loss_kl: 2.0065955817699432 (+0.11195167899131775) | > avg_loss_feat: 8.489855647087097 (+0.3818153142929077) | > avg_loss_mel: 14.658403873443604 (+0.3072798252105713) | > avg_loss_duration: 1.771465539932251 (-0.00046837329864501953) | > avg_loss_1: 29.694693565368652 (+0.8146133422851562)  > EPOCH: 118/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 10:15:32)   --> TIME: 2025-05-09 10:16:06 -- STEP: 37/725 -- GLOBAL_STEP: 131450 | > loss_disc: 2.2239294052124023 (2.2322184910645357) | > loss_disc_real_0: 0.14512741565704346 (0.14240001242708517) | > loss_disc_real_1: 0.1946410834789276 (0.19785681850201375) | > loss_disc_real_2: 0.1718655526638031 (0.18814773938140353) | > loss_disc_real_3: 0.21292142570018768 (0.20476960572036537) | > loss_disc_real_4: 0.23112070560455322 (0.19938834414288803) | > loss_disc_real_5: 0.21138697862625122 (0.2119459187662279) | > loss_0: 2.2239294052124023 (2.2322184910645357) | > grad_norm_0: tensor(65.1711, device='cuda:0') (tensor(37.7238, device='cuda:0')) | > loss_gen: 2.757749319076538 (2.752140238478377) | > loss_kl: 1.5728724002838135 (1.7570492512470968) | > loss_feat: 8.355852127075195 (8.2029305277644) | > loss_mel: 12.727384567260742 (13.427113661894927) | > loss_duration: 1.7143511772155762 (1.7028841038007994) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.128210067749023 (27.84211797971983) | > grad_norm_1: tensor(945.9741, device='cuda:0') (tensor(774.4224, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8581 (0.8486495275755186) | > loader_time: 0.0101 (0.010531831432033229)  --> TIME: 2025-05-09 10:16:49 -- STEP: 87/725 -- GLOBAL_STEP: 131500 | > loss_disc: 2.1580493450164795 (2.227536730382634) | > loss_disc_real_0: 0.1418774276971817 (0.14326343779591308) | > loss_disc_real_1: 0.16251394152641296 (0.19549939635841326) | > loss_disc_real_2: 0.20044808089733124 (0.18992426117946357) | > loss_disc_real_3: 0.1602402925491333 (0.204298198223114) | > loss_disc_real_4: 0.19543594121932983 (0.1993814610886848) | > loss_disc_real_5: 0.20246942341327667 (0.20742835738193033) | > loss_0: 2.1580493450164795 (2.227536730382634) | > grad_norm_0: tensor(46.5379, device='cuda:0') (tensor(39.1962, device='cuda:0')) | > loss_gen: 2.7511205673217773 (2.7593674221258055) | > loss_kl: 1.764230728149414 (1.7530951225894622) | > loss_feat: 8.164518356323242 (8.241208893129198) | > loss_mel: 14.51140022277832 (13.478812842533506) | > loss_duration: 1.66389000415802 (1.705043424134967) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.855159759521484 (27.937527886752424) | > grad_norm_1: tensor(1028.2854, device='cuda:0') (tensor(769.5461, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8212 (0.8459059589210598) | > loader_time: 0.0096 (0.01014741535844474)  --> TIME: 2025-05-09 10:17:32 -- STEP: 137/725 -- GLOBAL_STEP: 131550 | > loss_disc: 2.1698808670043945 (2.2190032527394536) | > loss_disc_real_0: 0.060245368629693985 (0.14017022648540717) | > loss_disc_real_1: 0.2204550802707672 (0.19570311338362031) | > loss_disc_real_2: 0.19186602532863617 (0.1903360949380554) | > loss_disc_real_3: 0.2210610955953598 (0.20412199819174998) | > loss_disc_real_4: 0.22068525850772858 (0.19871901715323873) | > loss_disc_real_5: 0.1681821197271347 (0.2050929680792955) | > loss_0: 2.1698808670043945 (2.2190032527394536) | > grad_norm_0: tensor(50.2924, device='cuda:0') (tensor(36.8388, device='cuda:0')) | > loss_gen: 3.0055110454559326 (2.771090749406467) | > loss_kl: 1.9734090566635132 (1.750180217471436) | > loss_feat: 9.104653358459473 (8.272191388763657) | > loss_mel: 14.16953182220459 (13.416141266370342) | > loss_duration: 1.6879041194915771 (1.7049625937956092) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.941007614135742 (27.91456631848412) | > grad_norm_1: tensor(992.1357, device='cuda:0') (tensor(747.1229, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8116 (0.8507426289746362) | > loader_time: 0.0088 (0.010005218269181078)  --> TIME: 2025-05-09 10:18:16 -- STEP: 187/725 -- GLOBAL_STEP: 131600 | > loss_disc: 2.1750683784484863 (2.2157847753820556) | > loss_disc_real_0: 0.16173496842384338 (0.1387641792469483) | > loss_disc_real_1: 0.18353316187858582 (0.19574096719211437) | > loss_disc_real_2: 0.17524775862693787 (0.18943752053587196) | > loss_disc_real_3: 0.21093396842479706 (0.20485851710492914) | > loss_disc_real_4: 0.15671736001968384 (0.19871356820358949) | > loss_disc_real_5: 0.18277081847190857 (0.20447300541847147) | > loss_0: 2.1750683784484863 (2.2157847753820556) | > grad_norm_0: tensor(60.8842, device='cuda:0') (tensor(36.2729, device='cuda:0')) | > loss_gen: 2.8256406784057617 (2.7796206652799387) | > loss_kl: 1.6661559343338013 (1.7495335002633976) | > loss_feat: 9.155057907104492 (8.285317525506665) | > loss_mel: 14.705090522766113 (13.418192516673695) | > loss_duration: 1.7131879329681396 (1.7060756562227872) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.06513214111328 (27.938739960206384) | > grad_norm_1: tensor(1141.2642, device='cuda:0') (tensor(745.8566, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8502 (0.8507645461648542) | > loader_time: 0.01 (0.009994283716946368)  --> TIME: 2025-05-09 10:18:59 -- STEP: 237/725 -- GLOBAL_STEP: 131650 | > loss_disc: 2.273404121398926 (2.212928480236841) | > loss_disc_real_0: 0.10185859352350235 (0.13780256527385626) | > loss_disc_real_1: 0.19587792456150055 (0.1955669093484114) | > loss_disc_real_2: 0.1923980563879013 (0.1896395570743939) | > loss_disc_real_3: 0.2008114457130432 (0.20471597855855644) | > loss_disc_real_4: 0.18450599908828735 (0.19876878560846867) | > loss_disc_real_5: 0.19755560159683228 (0.2029954339633008) | > loss_0: 2.273404121398926 (2.212928480236841) | > grad_norm_0: tensor(32.7292, device='cuda:0') (tensor(35.4316, device='cuda:0')) | > loss_gen: 2.6490578651428223 (2.781798106205614) | > loss_kl: 1.8810932636260986 (1.7490766184239448) | > loss_feat: 7.94717264175415 (8.287593724858414) | > loss_mel: 13.762760162353516 (13.421692425691628) | > loss_duration: 1.6851394176483154 (1.7059845496833577) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.925222396850586 (27.94614556871889) | > grad_norm_1: tensor(420.0965, device='cuda:0') (tensor(734.0103, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8212 (0.8509738304444002) | > loader_time: 0.0093 (0.010011451656808334)  --> TIME: 2025-05-09 10:19:42 -- STEP: 287/725 -- GLOBAL_STEP: 131700 | > loss_disc: 2.129572629928589 (2.216839642474875) | > loss_disc_real_0: 0.12042888253927231 (0.13856729517207322) | > loss_disc_real_1: 0.1825229972600937 (0.19575346295011165) | > loss_disc_real_2: 0.1824881136417389 (0.18988988468040569) | > loss_disc_real_3: 0.21371936798095703 (0.20475127509039037) | > loss_disc_real_4: 0.21524620056152344 (0.19930353366124096) | > loss_disc_real_5: 0.2266426980495453 (0.20361728706634) | > loss_0: 2.129572629928589 (2.216839642474875) | > grad_norm_0: tensor(24.9792, device='cuda:0') (tensor(34.9197, device='cuda:0')) | > loss_gen: 2.8922793865203857 (2.7681398649248936) | > loss_kl: 1.7491812705993652 (1.7419566447726524) | > loss_feat: 8.226935386657715 (8.226578933436702) | > loss_mel: 14.000788688659668 (13.349838964615136) | > loss_duration: 1.7344615459442139 (1.7061273387084854) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.60364532470703 (27.792641862344247) | > grad_norm_1: tensor(680.0446, device='cuda:0') (tensor(734.6465, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8001 (0.8490177164509736) | > loader_time: 0.0101 (0.010008379142043486)  --> TIME: 2025-05-09 10:20:25 -- STEP: 337/725 -- GLOBAL_STEP: 131750 | > loss_disc: 2.2028677463531494 (2.216565687507831) | > loss_disc_real_0: 0.10806798934936523 (0.13809153047398565) | > loss_disc_real_1: 0.20189355313777924 (0.19585940064945281) | > loss_disc_real_2: 0.17111416161060333 (0.18978795665661727) | > loss_disc_real_3: 0.21166680753231049 (0.20471825218519046) | > loss_disc_real_4: 0.20070888102054596 (0.19998828951788952) | > loss_disc_real_5: 0.22761322557926178 (0.20323387071357632) | > loss_0: 2.2028677463531494 (2.216565687507831) | > grad_norm_0: tensor(33.5591, device='cuda:0') (tensor(34.8824, device='cuda:0')) | > loss_gen: 2.7150118350982666 (2.771487544481408) | > loss_kl: 1.7663910388946533 (1.7384810709458074) | > loss_feat: 7.87420654296875 (8.226324647399721) | > loss_mel: 12.989411354064941 (13.349099246967443) | > loss_duration: 1.6937477588653564 (1.7057557286423817) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.038768768310547 (27.7911483696731) | > grad_norm_1: tensor(816.8195, device='cuda:0') (tensor(733.0181, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8694 (0.8491779364181201) | > loader_time: 0.0101 (0.010015912862489063)  --> TIME: 2025-05-09 10:21:08 -- STEP: 387/725 -- GLOBAL_STEP: 131800 | > loss_disc: 2.2027249336242676 (2.2124030614700096) | > loss_disc_real_0: 0.14022020995616913 (0.13738411438750048) | > loss_disc_real_1: 0.21933017671108246 (0.19555102150107542) | > loss_disc_real_2: 0.1926102489233017 (0.18957871287214048) | > loss_disc_real_3: 0.21007096767425537 (0.20472858830785876) | > loss_disc_real_4: 0.26019370555877686 (0.19975771113883628) | > loss_disc_real_5: 0.18317830562591553 (0.20298952049063154) | > loss_0: 2.2027249336242676 (2.2124030614700096) | > grad_norm_0: tensor(34.5022, device='cuda:0') (tensor(35.0985, device='cuda:0')) | > loss_gen: 2.825723648071289 (2.776119381266355) | > loss_kl: 1.5426433086395264 (1.7430935491271102) | > loss_feat: 8.241841316223145 (8.255021708880287) | > loss_mel: 13.57673168182373 (13.382578477687) | > loss_duration: 1.7914769649505615 (1.7061197351115618) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.978418350219727 (27.862932978982457) | > grad_norm_1: tensor(855.0473, device='cuda:0') (tensor(739.9112, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8518 (0.8486279504859786) | > loader_time: 0.0102 (0.009996717906429474)  --> TIME: 2025-05-09 10:21:51 -- STEP: 437/725 -- GLOBAL_STEP: 131850 | > loss_disc: 2.1648943424224854 (2.208505869184532) | > loss_disc_real_0: 0.09115728735923767 (0.13700129258823615) | > loss_disc_real_1: 0.19633251428604126 (0.19511903975866482) | > loss_disc_real_2: 0.1919575184583664 (0.1893713212054163) | > loss_disc_real_3: 0.19538205862045288 (0.2044283374973511) | > loss_disc_real_4: 0.20274372398853302 (0.1993922563930399) | > loss_disc_real_5: 0.2239287942647934 (0.2021686079095648) | > loss_0: 2.1648943424224854 (2.208505869184532) | > grad_norm_0: tensor(35.0094, device='cuda:0') (tensor(35.5346, device='cuda:0')) | > loss_gen: 2.8848161697387695 (2.783223471325104) | > loss_kl: 1.8635199069976807 (1.7458132393572912) | > loss_feat: 8.250892639160156 (8.282359722277114) | > loss_mel: 13.087757110595703 (13.400750673062744) | > loss_duration: 1.674235224723816 (1.7055602152778573) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.761220932006836 (27.91770743887266) | > grad_norm_1: tensor(610.1504, device='cuda:0') (tensor(737.1378, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8828 (0.8480232405717094) | > loader_time: 0.0104 (0.009968081655436847)  --> TIME: 2025-05-09 10:22:34 -- STEP: 487/725 -- GLOBAL_STEP: 131900 | > loss_disc: 2.291710138320923 (2.211016854955918) | > loss_disc_real_0: 0.19382478296756744 (0.1373216935741339) | > loss_disc_real_1: 0.20810306072235107 (0.195215243517251) | > loss_disc_real_2: 0.18613851070404053 (0.18963739737960103) | > loss_disc_real_3: 0.2033373862504959 (0.20450305299225285) | > loss_disc_real_4: 0.21266643702983856 (0.19938078317676491) | > loss_disc_real_5: 0.24158450961112976 (0.20253193069410028) | > loss_0: 2.291710138320923 (2.211016854955918) | > grad_norm_0: tensor(47.0734, device='cuda:0') (tensor(34.8793, device='cuda:0')) | > loss_gen: 2.8462445735931396 (2.779851235892983) | > loss_kl: 1.9835615158081055 (1.7478469602870743) | > loss_feat: 7.843708038330078 (8.266936766293497) | > loss_mel: 12.26209545135498 (13.404269709968961) | > loss_duration: 1.6942058801651 (1.7060586684048789) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.62981605529785 (27.904963436557527) | > grad_norm_1: tensor(584.3047, device='cuda:0') (tensor(728.0400, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8079 (0.8477102358972757) | > loader_time: 0.0098 (0.009946366844725558)  --> TIME: 2025-05-09 10:23:17 -- STEP: 537/725 -- GLOBAL_STEP: 131950 | > loss_disc: 2.274594783782959 (2.21215641764955) | > loss_disc_real_0: 0.15090562403202057 (0.1369561201006563) | > loss_disc_real_1: 0.20532184839248657 (0.19555907387085245) | > loss_disc_real_2: 0.20595304667949677 (0.19010302399456833) | > loss_disc_real_3: 0.22075043618679047 (0.2044699668773282) | > loss_disc_real_4: 0.19970674812793732 (0.1994900431768411) | > loss_disc_real_5: 0.2214847207069397 (0.2024314203186852) | > loss_0: 2.274594783782959 (2.21215641764955) | > grad_norm_0: tensor(46.8821, device='cuda:0') (tensor(34.8439, device='cuda:0')) | > loss_gen: 2.5892438888549805 (2.7773536978709186) | > loss_kl: 1.6452085971832275 (1.747228663060918) | > loss_feat: 7.641483783721924 (8.254098839821982) | > loss_mel: 12.048013687133789 (13.397745619051062) | > loss_duration: 1.7249131202697754 (1.7063916710723936) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.648862838745117 (27.882818552368843) | > grad_norm_1: tensor(849.9368, device='cuda:0') (tensor(732.2981, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8372 (0.8483661322176345) | > loader_time: 0.0092 (0.00993163092842315)  --> TIME: 2025-05-09 10:24:00 -- STEP: 587/725 -- GLOBAL_STEP: 132000 | > loss_disc: 2.128281354904175 (2.211014872921384) | > loss_disc_real_0: 0.0869288295507431 (0.1367030884861135) | > loss_disc_real_1: 0.21047662198543549 (0.19552715988337888) | > loss_disc_real_2: 0.2189631462097168 (0.1902270200051481) | > loss_disc_real_3: 0.21563251316547394 (0.2044276027754584) | > loss_disc_real_4: 0.18169093132019043 (0.19938788838443403) | > loss_disc_real_5: 0.17470085620880127 (0.20200164524720918) | > loss_0: 2.128281354904175 (2.211014872921384) | > grad_norm_0: tensor(24.8706, device='cuda:0') (tensor(35.2703, device='cuda:0')) | > loss_gen: 2.9032697677612305 (2.7798175178150917) | > loss_kl: 1.6447408199310303 (1.7446290744021153) | > loss_feat: 8.251303672790527 (8.26258158561928) | > loss_mel: 13.412603378295898 (13.39921187054766) | > loss_duration: 1.6748701333999634 (1.705997117333355) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.88678741455078 (27.892237222986687) | > grad_norm_1: tensor(891.6608, device='cuda:0') (tensor(738.2943, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8545 (0.8480721320163652) | > loader_time: 0.0094 (0.009908026284212964) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_132000.pth  --> TIME: 2025-05-09 10:24:45 -- STEP: 637/725 -- GLOBAL_STEP: 132050 | > loss_disc: 2.3041138648986816 (2.2095250456449156) | > loss_disc_real_0: 0.14917123317718506 (0.13654454279942474) | > loss_disc_real_1: 0.20458443462848663 (0.19529989553583282) | > loss_disc_real_2: 0.1973671019077301 (0.1900981926188176) | > loss_disc_real_3: 0.20370857417583466 (0.20437662216894667) | > loss_disc_real_4: 0.20351485908031464 (0.19913202552256448) | > loss_disc_real_5: 0.20958636701107025 (0.20181668237483297) | > loss_0: 2.3041138648986816 (2.2095250456449156) | > grad_norm_0: tensor(43.1027, device='cuda:0') (tensor(35.6295, device='cuda:0')) | > loss_gen: 2.691206932067871 (2.779988350636169) | > loss_kl: 1.8139663934707642 (1.7430504788783505) | > loss_feat: 8.113444328308105 (8.263733713368609) | > loss_mel: 13.862936019897461 (13.401467305337615) | > loss_duration: 1.6816916465759277 (1.706043434854205) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.16324806213379 (27.89428334857455) | > grad_norm_1: tensor(137.2112, device='cuda:0') (tensor(740.0649, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8361 (0.8477864059585977) | > loader_time: 0.0101 (0.009924939887677103)  --> TIME: 2025-05-09 10:25:28 -- STEP: 687/725 -- GLOBAL_STEP: 132100 | > loss_disc: 2.1358041763305664 (2.2089000565516335) | > loss_disc_real_0: 0.1366109549999237 (0.13670823175400473) | > loss_disc_real_1: 0.22253628075122833 (0.19525435649324882) | > loss_disc_real_2: 0.22386154532432556 (0.18992266952557676) | > loss_disc_real_3: 0.1987912803888321 (0.2046248289435191) | > loss_disc_real_4: 0.19489604234695435 (0.1990107006814977) | > loss_disc_real_5: 0.21539351344108582 (0.2016642550236967) | > loss_0: 2.1358041763305664 (2.2089000565516335) | > grad_norm_0: tensor(19.9198, device='cuda:0') (tensor(35.3631, device='cuda:0')) | > loss_gen: 3.011822462081909 (2.780676627610274) | > loss_kl: 1.7910587787628174 (1.7410086926067414) | > loss_feat: 9.05869197845459 (8.273958796149957) | > loss_mel: 14.753817558288574 (13.409669776150233) | > loss_duration: 1.708747386932373 (1.7058695839308582) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.324138641357422 (27.911183550194703) | > grad_norm_1: tensor(906.4600, device='cuda:0') (tensor(735.9474, device='cuda:0')) | > current_lr_0: 0.0001970714679845701 | > current_lr_1: 0.0001970714679845701 | > step_time: 0.8663 (0.8474982416438916) | > loader_time: 0.0095 (0.009910502635061826)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1343138217926025 (2.1343138217926025) | > loss_disc_real_0: 0.12511689960956573 (0.12511689960956573) | > loss_disc_real_1: 0.17615947127342224 (0.17615947127342224) | > loss_disc_real_2: 0.1716030240058899 (0.1716030240058899) | > loss_disc_real_3: 0.2162192463874817 (0.2162192463874817) | > loss_disc_real_4: 0.20803587138652802 (0.20803587138652802) | > loss_disc_real_5: 0.2247277945280075 (0.2247277945280075) | > loss_0: 2.1343138217926025 (2.1343138217926025) | > loss_gen: 2.8792781829833984 (2.8792781829833984) | > loss_kl: 1.9113056659698486 (1.9113056659698486) | > loss_feat: 9.065960884094238 (9.065960884094238) | > loss_mel: 15.105484008789062 (15.105484008789062) | > loss_duration: 1.6688096523284912 (1.6688096523284912) | > loss_1: 30.63083839416504 (30.63083839416504)  --> STEP: 1 | > loss_disc: 2.256523847579956 (2.256523847579956) | > loss_disc_real_0: 0.1517389416694641 (0.1517389416694641) | > loss_disc_real_1: 0.19682393968105316 (0.19682393968105316) | > loss_disc_real_2: 0.18137283623218536 (0.18137283623218536) | > loss_disc_real_3: 0.21389316022396088 (0.21389316022396088) | > loss_disc_real_4: 0.22363592684268951 (0.22363592684268951) | > loss_disc_real_5: 0.22832998633384705 (0.22832998633384705) | > loss_0: 2.256523847579956 (2.256523847579956) | > loss_gen: 2.701066732406616 (2.701066732406616) | > loss_kl: 1.8450576066970825 (1.8450576066970825) | > loss_feat: 7.675927639007568 (7.675927639007568) | > loss_mel: 13.385193824768066 (13.385193824768066) | > loss_duration: 1.7773072719573975 (1.7773072719573975) | > loss_1: 27.384553909301758 (27.384553909301758)  --> STEP: 2 | > loss_disc: 2.2068257331848145 (2.2316747903823853) | > loss_disc_real_0: 0.11222877353429794 (0.13198385760188103) | > loss_disc_real_1: 0.18846915662288666 (0.1926465481519699) | > loss_disc_real_2: 0.17092767357826233 (0.17615025490522385) | > loss_disc_real_3: 0.20734146237373352 (0.2106173112988472) | > loss_disc_real_4: 0.2312541902065277 (0.2274450585246086) | > loss_disc_real_5: 0.24445751309394836 (0.2363937497138977) | > loss_0: 2.2068257331848145 (2.2316747903823853) | > loss_gen: 2.782198429107666 (2.741632580757141) | > loss_kl: 1.8598649501800537 (1.8524612784385681) | > loss_feat: 8.961730003356934 (8.318828821182251) | > loss_mel: 14.17959976196289 (13.782396793365479) | > loss_duration: 1.8253211975097656 (1.8013142347335815) | > loss_1: 29.608713150024414 (28.496633529663086)  --> STEP: 3 | > loss_disc: 2.2194418907165527 (2.227597157160441) | > loss_disc_real_0: 0.1228720173239708 (0.1289465775092443) | > loss_disc_real_1: 0.20534972846508026 (0.19688094158967337) | > loss_disc_real_2: 0.17184694111347198 (0.1747158169746399) | > loss_disc_real_3: 0.1994388997554779 (0.2068911741177241) | > loss_disc_real_4: 0.23562410473823547 (0.23017140726248422) | > loss_disc_real_5: 0.25929778814315796 (0.24402842919031778) | > loss_0: 2.2194418907165527 (2.227597157160441) | > loss_gen: 2.7558093070983887 (2.7463581562042236) | > loss_kl: 2.0502567291259766 (1.9183930953343709) | > loss_feat: 7.952500343322754 (8.196719328562418) | > loss_mel: 14.119806289672852 (13.894866625467936) | > loss_duration: 1.8063364028930664 (1.8029882907867432) | > loss_1: 28.684707641601562 (28.559324900309246)  --> STEP: 4 | > loss_disc: 2.098869562149048 (2.1954152584075928) | > loss_disc_real_0: 0.12294144183397293 (0.12744529359042645) | > loss_disc_real_1: 0.18547943234443665 (0.19403056427836418) | > loss_disc_real_2: 0.15060663223266602 (0.16868852078914642) | > loss_disc_real_3: 0.1838715672492981 (0.2011362724006176) | > loss_disc_real_4: 0.22390440106391907 (0.22860465571284294) | > loss_disc_real_5: 0.266969233751297 (0.2497636303305626) | > loss_0: 2.098869562149048 (2.1954152584075928) | > loss_gen: 2.919727325439453 (2.789700448513031) | > loss_kl: 1.991575837135315 (1.936688780784607) | > loss_feat: 8.617108345031738 (8.301816582679749) | > loss_mel: 16.18889045715332 (14.468372583389282) | > loss_duration: 1.7449655532836914 (1.7884826064109802) | > loss_1: 31.462268829345703 (29.28506088256836) --> EVAL PERFORMANCE | > avg_loader_time: 0.2812351584434509 (+0.005192458629608154) | > avg_loss_disc: 2.1954152584075928 (-0.024978995323181152) | > avg_loss_disc_real_0: 0.12744529359042645 (+0.0391680970788002) | > avg_loss_disc_real_1: 0.19403056427836418 (+0.007550105452537537) | > avg_loss_disc_real_2: 0.16868852078914642 (-0.005816705524921417) | > avg_loss_disc_real_3: 0.2011362724006176 (-0.04358849674463272) | > avg_loss_disc_real_4: 0.22860465571284294 (-0.035763613879680634) | > avg_loss_disc_real_5: 0.2497636303305626 (+0.013616841286420822) | > avg_loss_0: 2.1954152584075928 (-0.024978995323181152) | > avg_loss_gen: 2.789700448513031 (+0.021327972412109375) | > avg_loss_kl: 1.936688780784607 (-0.0699068009853363) | > avg_loss_feat: 8.301816582679749 (-0.18803906440734863) | > avg_loss_mel: 14.468372583389282 (-0.1900312900543213) | > avg_loss_duration: 1.7884826064109802 (+0.017017066478729248) | > avg_loss_1: 29.28506088256836 (-0.40963268280029297)  > EPOCH: 119/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 10:26:07)   --> TIME: 2025-05-09 10:26:20 -- STEP: 12/725 -- GLOBAL_STEP: 132150 | > loss_disc: 2.2060790061950684 (2.201917906602224) | > loss_disc_real_0: 0.09880194813013077 (0.13362574949860573) | > loss_disc_real_1: 0.16536515951156616 (0.1973738968372345) | > loss_disc_real_2: 0.2102486491203308 (0.1938642424841722) | > loss_disc_real_3: 0.20354825258255005 (0.19987348218758902) | > loss_disc_real_4: 0.18242250382900238 (0.19972126310070357) | > loss_disc_real_5: 0.20240865647792816 (0.20855468635757765) | > loss_0: 2.2060790061950684 (2.201917906602224) | > grad_norm_0: tensor(35.3545, device='cuda:0') (tensor(36.7065, device='cuda:0')) | > loss_gen: 2.849653482437134 (2.8168695171674094) | > loss_kl: 1.6925519704818726 (1.7578766842683156) | > loss_feat: 9.050328254699707 (8.448257446289062) | > loss_mel: 15.495813369750977 (14.125175952911377) | > loss_duration: 1.7255713939666748 (1.7048222720623016) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.81391716003418 (28.853001753489178) | > grad_norm_1: tensor(1048.7487, device='cuda:0') (tensor(771.6841, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8438 (0.8304416735967001) | > loader_time: 0.0091 (0.009946664174397787)  --> TIME: 2025-05-09 10:27:03 -- STEP: 62/725 -- GLOBAL_STEP: 132200 | > loss_disc: 2.0825819969177246 (2.195504323128732) | > loss_disc_real_0: 0.09225316345691681 (0.13527714905719607) | > loss_disc_real_1: 0.2148822695016861 (0.19574634875020674) | > loss_disc_real_2: 0.20738208293914795 (0.18876098817394626) | > loss_disc_real_3: 0.17537756264209747 (0.20322501923768752) | > loss_disc_real_4: 0.199559286236763 (0.20068210940207204) | > loss_disc_real_5: 0.16798566281795502 (0.20091858349980846) | > loss_0: 2.0825819969177246 (2.195504323128732) | > grad_norm_0: tensor(23.2503, device='cuda:0') (tensor(34.3859, device='cuda:0')) | > loss_gen: 2.9154186248779297 (2.796229366333254) | > loss_kl: 1.72934091091156 (1.7667163668140289) | > loss_feat: 9.107344627380371 (8.274799154650776) | > loss_mel: 13.882256507873535 (13.456212320635396) | > loss_duration: 1.7486047744750977 (1.6996679555985235) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.382965087890625 (27.99362487177695) | > grad_norm_1: tensor(778.1524, device='cuda:0') (tensor(744.4950, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8468 (0.8456047311905892) | > loader_time: 0.0097 (0.0100546536907073)  --> TIME: 2025-05-09 10:27:46 -- STEP: 112/725 -- GLOBAL_STEP: 132250 | > loss_disc: 2.156503200531006 (2.2053430037839066) | > loss_disc_real_0: 0.115910604596138 (0.13661325476797564) | > loss_disc_real_1: 0.1764984428882599 (0.19513515449528182) | > loss_disc_real_2: 0.1852075308561325 (0.18844901863485575) | > loss_disc_real_3: 0.18999814987182617 (0.2040782831609249) | > loss_disc_real_4: 0.17800600826740265 (0.19955888536891767) | > loss_disc_real_5: 0.17916692793369293 (0.2018303632337068) | > loss_0: 2.156503200531006 (2.2053430037839066) | > grad_norm_0: tensor(30.7211, device='cuda:0') (tensor(34.4104, device='cuda:0')) | > loss_gen: 2.7982773780822754 (2.7787192996059145) | > loss_kl: 1.5511558055877686 (1.7660297698208265) | > loss_feat: 9.38811206817627 (8.24786919355392) | > loss_mel: 14.938639640808105 (13.440814588751111) | > loss_duration: 1.7030162811279297 (1.7043882321034158) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.379199981689453 (27.93782091140747) | > grad_norm_1: tensor(337.0156, device='cuda:0') (tensor(735.2841, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8422 (0.8478962991918836) | > loader_time: 0.0098 (0.0099478257553918)  --> TIME: 2025-05-09 10:28:29 -- STEP: 162/725 -- GLOBAL_STEP: 132300 | > loss_disc: 2.2466282844543457 (2.205660471209774) | > loss_disc_real_0: 0.16792480647563934 (0.13636240225147317) | > loss_disc_real_1: 0.19464343786239624 (0.1949226728376047) | > loss_disc_real_2: 0.17594701051712036 (0.18829352859361675) | > loss_disc_real_3: 0.17625652253627777 (0.20414685945451988) | > loss_disc_real_4: 0.18680831789970398 (0.19974866573825298) | > loss_disc_real_5: 0.19305403530597687 (0.20222269407944915) | > loss_0: 2.2466282844543457 (2.205660471209774) | > grad_norm_0: tensor(44.4061, device='cuda:0') (tensor(34.3582, device='cuda:0')) | > loss_gen: 2.6630959510803223 (2.776470474254939) | > loss_kl: 1.8930314779281616 (1.7663930816414914) | > loss_feat: 7.966129302978516 (8.256030041494485) | > loss_mel: 14.490388870239258 (13.416640558360536) | > loss_duration: 1.6620004177093506 (1.7052896287706163) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.674644470214844 (27.920823591726798) | > grad_norm_1: tensor(321.0976, device='cuda:0') (tensor(731.8029, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8345 (0.8468393322862227) | > loader_time: 0.0096 (0.009929209579656153)  --> TIME: 2025-05-09 10:29:13 -- STEP: 212/725 -- GLOBAL_STEP: 132350 | > loss_disc: 2.2469537258148193 (2.2088704637761403) | > loss_disc_real_0: 0.09633942693471909 (0.13791671722143337) | > loss_disc_real_1: 0.19323623180389404 (0.1950969473933274) | > loss_disc_real_2: 0.22360551357269287 (0.18901824156911867) | > loss_disc_real_3: 0.22939692437648773 (0.20431040396105563) | > loss_disc_real_4: 0.25839102268218994 (0.19989254923080502) | > loss_disc_real_5: 0.17351576685905457 (0.20103122677021432) | > loss_0: 2.2469537258148193 (2.2088704637761403) | > grad_norm_0: tensor(24.0726, device='cuda:0') (tensor(34.6066, device='cuda:0')) | > loss_gen: 2.751049518585205 (2.782551940881981) | > loss_kl: 1.8065358400344849 (1.7646305701642666) | > loss_feat: 7.971860408782959 (8.269142596226816) | > loss_mel: 13.680930137634277 (13.404849488780183) | > loss_duration: 1.7063485383987427 (1.704427275455223) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.916725158691406 (27.925601662329907) | > grad_norm_1: tensor(596.9398, device='cuda:0') (tensor(709.9556, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8514 (0.8486436335545667) | > loader_time: 0.0098 (0.010016536937569672)  --> TIME: 2025-05-09 10:29:56 -- STEP: 262/725 -- GLOBAL_STEP: 132400 | > loss_disc: 2.176604747772217 (2.2041029020120186) | > loss_disc_real_0: 0.1067269816994667 (0.13625995789206674) | > loss_disc_real_1: 0.18112927675247192 (0.1949118043061431) | > loss_disc_real_2: 0.18576383590698242 (0.18875338728646285) | > loss_disc_real_3: 0.19922488927841187 (0.20416394484634612) | > loss_disc_real_4: 0.17642249166965485 (0.19984003054049182) | > loss_disc_real_5: 0.23456770181655884 (0.20076067646154921) | > loss_0: 2.176604747772217 (2.2041029020120186) | > grad_norm_0: tensor(28.8673, device='cuda:0') (tensor(34.0492, device='cuda:0')) | > loss_gen: 2.7806947231292725 (2.787046933902129) | > loss_kl: 1.7575404644012451 (1.7596384942076588) | > loss_feat: 8.190956115722656 (8.321141408599969) | > loss_mel: 13.830321311950684 (13.466355476670593) | > loss_duration: 1.677722692489624 (1.7049414583744893) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.23723602294922 (28.03912360067586) | > grad_norm_1: tensor(901.6132, device='cuda:0') (tensor(738.0411, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8849 (0.8480303678803772) | > loader_time: 0.0098 (0.010065540102601961)  --> TIME: 2025-05-09 10:30:38 -- STEP: 312/725 -- GLOBAL_STEP: 132450 | > loss_disc: 2.1406760215759277 (2.203694046689916) | > loss_disc_real_0: 0.12750044465065002 (0.1367607990948436) | > loss_disc_real_1: 0.2485460638999939 (0.1953340096351428) | > loss_disc_real_2: 0.2129233330488205 (0.1888206652246225) | > loss_disc_real_3: 0.19684527814388275 (0.20402764571973903) | > loss_disc_real_4: 0.18949037790298462 (0.19963412808302128) | > loss_disc_real_5: 0.19478148221969604 (0.20055136703050286) | > loss_0: 2.1406760215759277 (2.203694046689916) | > grad_norm_0: tensor(27.2433, device='cuda:0') (tensor(34.4221, device='cuda:0')) | > loss_gen: 2.8381898403167725 (2.7915602318751516) | > loss_kl: 1.749952793121338 (1.757578738224812) | > loss_feat: 8.192005157470703 (8.352146601065614) | > loss_mel: 13.700146675109863 (13.50474051634471) | > loss_duration: 1.7002851963043213 (1.7037745366493864) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.180580139160156 (28.109800461011055) | > grad_norm_1: tensor(925.9615, device='cuda:0') (tensor(737.8781, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8473 (0.84749003022145) | > loader_time: 0.0105 (0.010037026344201502)  --> TIME: 2025-05-09 10:31:22 -- STEP: 362/725 -- GLOBAL_STEP: 132500 | > loss_disc: 2.1399550437927246 (2.2040395759745866) | > loss_disc_real_0: 0.14121299982070923 (0.13664080494839845) | > loss_disc_real_1: 0.17783357203006744 (0.19548163406592048) | > loss_disc_real_2: 0.2028798758983612 (0.1886467799050374) | > loss_disc_real_3: 0.21961531043052673 (0.2041774947011009) | > loss_disc_real_4: 0.18511414527893066 (0.19919791401914477) | > loss_disc_real_5: 0.19701483845710754 (0.20110042576384807) | > loss_0: 2.1399550437927246 (2.2040395759745866) | > grad_norm_0: tensor(37.2619, device='cuda:0') (tensor(34.1860, device='cuda:0')) | > loss_gen: 2.906687021255493 (2.787506079805491) | > loss_kl: 1.8106576204299927 (1.7595886706647292) | > loss_feat: 8.859254837036133 (8.344488809121911) | > loss_mel: 13.564326286315918 (13.493086264278352) | > loss_duration: 1.6567339897155762 (1.7028891269673303) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.797658920288086 (28.087558825371673) | > grad_norm_1: tensor(911.4491, device='cuda:0') (tensor(745.6270, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8358 (0.8478896584958662) | > loader_time: 0.0095 (0.010025000703927565)  --> TIME: 2025-05-09 10:32:05 -- STEP: 412/725 -- GLOBAL_STEP: 132550 | > loss_disc: 2.228503704071045 (2.2011892144541134) | > loss_disc_real_0: 0.10957678407430649 (0.13567855498455114) | > loss_disc_real_1: 0.22340701520442963 (0.19531880785683983) | > loss_disc_real_2: 0.1935180127620697 (0.1888377401724603) | > loss_disc_real_3: 0.1771792322397232 (0.20406092992685368) | > loss_disc_real_4: 0.22623932361602783 (0.19922827469926443) | > loss_disc_real_5: 0.20436027646064758 (0.20095539514373228) | > loss_0: 2.228503704071045 (2.2011892144541134) | > grad_norm_0: tensor(34.3158, device='cuda:0') (tensor(34.1451, device='cuda:0')) | > loss_gen: 2.666088342666626 (2.792938661228107) | > loss_kl: 1.7492053508758545 (1.7600634396076202) | > loss_feat: 8.259818077087402 (8.360127856430502) | > loss_mel: 13.194750785827637 (13.510269266887779) | > loss_duration: 1.7081090211868286 (1.70247184130752) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.577970504760742 (28.125870968531636) | > grad_norm_1: tensor(694.4193, device='cuda:0') (tensor(753.9464, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8489 (0.8477227259608149) | > loader_time: 0.0097 (0.009975718063058204)  --> TIME: 2025-05-09 10:32:48 -- STEP: 462/725 -- GLOBAL_STEP: 132600 | > loss_disc: 2.0401768684387207 (2.200527806044655) | > loss_disc_real_0: 0.13438516855239868 (0.1353414552326584) | > loss_disc_real_1: 0.2259126603603363 (0.19535607199519228) | > loss_disc_real_2: 0.18208931386470795 (0.1888790301559292) | > loss_disc_real_3: 0.16644218564033508 (0.2040585486855341) | > loss_disc_real_4: 0.2011948525905609 (0.1993241276253354) | > loss_disc_real_5: 0.17539824545383453 (0.20055658597644274) | > loss_0: 2.0401768684387207 (2.200527806044655) | > grad_norm_0: tensor(43.2505, device='cuda:0') (tensor(34.3652, device='cuda:0')) | > loss_gen: 3.0564777851104736 (2.794560205884827) | > loss_kl: 1.8026719093322754 (1.7614811096356544) | > loss_feat: 9.781548500061035 (8.366603865767974) | > loss_mel: 15.017221450805664 (13.50943521813397) | > loss_duration: 1.740983486175537 (1.702370789660004) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.39890480041504 (28.134451098256296) | > grad_norm_1: tensor(948.6057, device='cuda:0') (tensor(756.0690, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.7843 (0.8474938276010159) | > loader_time: 0.0098 (0.009961436837266534)  --> TIME: 2025-05-09 10:33:31 -- STEP: 512/725 -- GLOBAL_STEP: 132650 | > loss_disc: 2.0491743087768555 (2.1990158141124976) | > loss_disc_real_0: 0.10455603897571564 (0.13507051370106632) | > loss_disc_real_1: 0.19689013063907623 (0.19487480897805654) | > loss_disc_real_2: 0.17717072367668152 (0.1886684091878124) | > loss_disc_real_3: 0.18931269645690918 (0.20399479544721538) | > loss_disc_real_4: 0.16691642999649048 (0.19912554181064485) | > loss_disc_real_5: 0.1695181131362915 (0.20056540008226875) | > loss_0: 2.0491743087768555 (2.1990158141124976) | > grad_norm_0: tensor(24.0876, device='cuda:0') (tensor(34.6434, device='cuda:0')) | > loss_gen: 2.867344856262207 (2.796087522525341) | > loss_kl: 1.7547216415405273 (1.7587100942619145) | > loss_feat: 8.87340259552002 (8.37232906371355) | > loss_mel: 13.471817016601562 (13.517522219568493) | > loss_duration: 1.6595511436462402 (1.7028709100559356) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.6268367767334 (28.147519756108522) | > grad_norm_1: tensor(655.3906, device='cuda:0') (tensor(758.2393, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8493 (0.8469395721331239) | > loader_time: 0.0121 (0.009964315686374903)  --> TIME: 2025-05-09 10:34:13 -- STEP: 562/725 -- GLOBAL_STEP: 132700 | > loss_disc: 2.108593463897705 (2.2003818824622114) | > loss_disc_real_0: 0.1292668879032135 (0.13516805201662804) | > loss_disc_real_1: 0.19161327183246613 (0.19474364941760738) | > loss_disc_real_2: 0.19443148374557495 (0.1889284498114604) | > loss_disc_real_3: 0.21247625350952148 (0.20415172328198083) | > loss_disc_real_4: 0.17723216116428375 (0.19933855469965) | > loss_disc_real_5: 0.2006639987230301 (0.2004562139484593) | > loss_0: 2.108593463897705 (2.2003818824622114) | > grad_norm_0: tensor(49.6224, device='cuda:0') (tensor(34.7534, device='cuda:0')) | > loss_gen: 2.958338499069214 (2.7937177805713915) | > loss_kl: 1.686393141746521 (1.7591787067596598) | > loss_feat: 8.993276596069336 (8.363635825941142) | > loss_mel: 14.01784896850586 (13.511059871347772) | > loss_duration: 1.669389247894287 (1.7023650921112277) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.325244903564453 (28.1299572058844) | > grad_norm_1: tensor(1028.7316, device='cuda:0') (tensor(757.4582, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8847 (0.8464538385011124) | > loader_time: 0.0095 (0.009934338386372737)  --> TIME: 2025-05-09 10:34:56 -- STEP: 612/725 -- GLOBAL_STEP: 132750 | > loss_disc: 2.1631598472595215 (2.199751943349838) | > loss_disc_real_0: 0.14572235941886902 (0.1356241607466358) | > loss_disc_real_1: 0.17981737852096558 (0.1946242157296806) | > loss_disc_real_2: 0.19626431167125702 (0.18893927942011876) | > loss_disc_real_3: 0.24448217451572418 (0.20420019993302868) | > loss_disc_real_4: 0.2630300521850586 (0.19924629326252372) | > loss_disc_real_5: 0.1731262356042862 (0.20031694884052847) | > loss_0: 2.1631598472595215 (2.199751943349838) | > grad_norm_0: tensor(21.2040, device='cuda:0') (tensor(35.1619, device='cuda:0')) | > loss_gen: 2.921571731567383 (2.794526551284043) | > loss_kl: 1.919536828994751 (1.7607055353183372) | > loss_feat: 8.324418067932129 (8.367536927360335) | > loss_mel: 13.543743133544922 (13.508347272872921) | > loss_duration: 1.627223014831543 (1.7020331196535647) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.336490631103516 (28.13314932779549) | > grad_norm_1: tensor(660.6414, device='cuda:0') (tensor(756.9412, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.817 (0.8464770196310063) | > loader_time: 0.0088 (0.009921272985296308)  --> TIME: 2025-05-09 10:35:39 -- STEP: 662/725 -- GLOBAL_STEP: 132800 | > loss_disc: 2.1071484088897705 (2.2003774270190193) | > loss_disc_real_0: 0.1249464601278305 (0.13564650206812542) | > loss_disc_real_1: 0.21024873852729797 (0.1946480249665293) | > loss_disc_real_2: 0.1872256100177765 (0.18888024197964526) | > loss_disc_real_3: 0.2112264186143875 (0.20408479869365692) | > loss_disc_real_4: 0.2042492777109146 (0.19931986507062097) | > loss_disc_real_5: 0.22992189228534698 (0.20093867757844422) | > loss_0: 2.1071484088897705 (2.2003774270190193) | > grad_norm_0: tensor(20.8173, device='cuda:0') (tensor(34.7748, device='cuda:0')) | > loss_gen: 2.844280242919922 (2.7901302147487885) | > loss_kl: 1.76493239402771 (1.7592411192522308) | > loss_feat: 8.634445190429688 (8.35541553151572) | > loss_mel: 13.866560935974121 (13.490927305826604) | > loss_duration: 1.7084401845932007 (1.702302703144327) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.81865882873535 (28.098016790753046) | > grad_norm_1: tensor(858.4998, device='cuda:0') (tensor(756.8976, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.854 (0.8459072811726004) | > loader_time: 0.0097 (0.009905254372657248)  --> TIME: 2025-05-09 10:36:22 -- STEP: 712/725 -- GLOBAL_STEP: 132850 | > loss_disc: 2.2400834560394287 (2.203004212694222) | > loss_disc_real_0: 0.13025878369808197 (0.13613640751396655) | > loss_disc_real_1: 0.18899580836296082 (0.19457712631379603) | > loss_disc_real_2: 0.19998298585414886 (0.1890400269309458) | > loss_disc_real_3: 0.1806982159614563 (0.2043139169180996) | > loss_disc_real_4: 0.1906464546918869 (0.19950271422943364) | > loss_disc_real_5: 0.16241209208965302 (0.20095918144444735) | > loss_0: 2.2400834560394287 (2.203004212694222) | > grad_norm_0: tensor(10.5024, device='cuda:0') (tensor(34.6038, device='cuda:0')) | > loss_gen: 2.586686372756958 (2.7852658210845496) | > loss_kl: 1.6650500297546387 (1.7612622602936927) | > loss_feat: 7.723237037658691 (8.337526522995386) | > loss_mel: 12.916277885437012 (13.478544432125732) | > loss_duration: 1.702713966369629 (1.7017227520098848) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.59396743774414 (28.064321716180007) | > grad_norm_1: tensor(659.0002, device='cuda:0') (tensor(754.5897, device='cuda:0')) | > current_lr_0: 0.000197046834051072 | > current_lr_1: 0.000197046834051072 | > step_time: 0.8126 (0.846440155519529) | > loader_time: 0.0095 (0.009891878353076032)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.232638359069824 (2.232638359069824) | > loss_disc_real_0: 0.18702852725982666 (0.18702852725982666) | > loss_disc_real_1: 0.21430255472660065 (0.21430255472660065) | > loss_disc_real_2: 0.25444138050079346 (0.25444138050079346) | > loss_disc_real_3: 0.2101856917142868 (0.2101856917142868) | > loss_disc_real_4: 0.2597379684448242 (0.2597379684448242) | > loss_disc_real_5: 0.20841509103775024 (0.20841509103775024) | > loss_0: 2.232638359069824 (2.232638359069824) | > loss_gen: 3.219283103942871 (3.219283103942871) | > loss_kl: 2.057252883911133 (2.057252883911133) | > loss_feat: 9.046820640563965 (9.046820640563965) | > loss_mel: 15.211542129516602 (15.211542129516602) | > loss_duration: 1.6662390232086182 (1.6662390232086182) | > loss_1: 31.201139450073242 (31.201139450073242)  --> STEP: 1 | > loss_disc: 2.230311632156372 (2.230311632156372) | > loss_disc_real_0: 0.19382794201374054 (0.19382794201374054) | > loss_disc_real_1: 0.20282834768295288 (0.20282834768295288) | > loss_disc_real_2: 0.2635151743888855 (0.2635151743888855) | > loss_disc_real_3: 0.1988963782787323 (0.1988963782787323) | > loss_disc_real_4: 0.21600793302059174 (0.21600793302059174) | > loss_disc_real_5: 0.23709546029567719 (0.23709546029567719) | > loss_0: 2.230311632156372 (2.230311632156372) | > loss_gen: 3.163496255874634 (3.163496255874634) | > loss_kl: 1.983665943145752 (1.983665943145752) | > loss_feat: 8.747218132019043 (8.747218132019043) | > loss_mel: 14.889432907104492 (14.889432907104492) | > loss_duration: 1.765222191810608 (1.765222191810608) | > loss_1: 30.549036026000977 (30.549036026000977)  --> STEP: 2 | > loss_disc: 2.2624664306640625 (2.2463890314102173) | > loss_disc_real_0: 0.20235326886177063 (0.19809060543775558) | > loss_disc_real_1: 0.20151424407958984 (0.20217129588127136) | > loss_disc_real_2: 0.2499394714832306 (0.25672732293605804) | > loss_disc_real_3: 0.20724281668663025 (0.20306959748268127) | > loss_disc_real_4: 0.2307537943124771 (0.22338086366653442) | > loss_disc_real_5: 0.23156626522541046 (0.23433086276054382) | > loss_0: 2.2624664306640625 (2.2463890314102173) | > loss_gen: 3.0305447578430176 (3.0970205068588257) | > loss_kl: 1.9029033184051514 (1.9432846307754517) | > loss_feat: 8.022012710571289 (8.384615421295166) | > loss_mel: 14.14783000946045 (14.51863145828247) | > loss_duration: 1.813119649887085 (1.7891709208488464) | > loss_1: 28.916410446166992 (29.732723236083984)  --> STEP: 3 | > loss_disc: 2.440403461456299 (2.3110605080922446) | > loss_disc_real_0: 0.2137470841407776 (0.20330943167209625) | > loss_disc_real_1: 0.23523852229118347 (0.2131937046845754) | > loss_disc_real_2: 0.28007158637046814 (0.2645087440808614) | > loss_disc_real_3: 0.2014678567647934 (0.20253568391005197) | > loss_disc_real_4: 0.24077485501766205 (0.22917886078357697) | > loss_disc_real_5: 0.2127465009689331 (0.22713607549667358) | > loss_0: 2.440403461456299 (2.3110605080922446) | > loss_gen: 2.7092792987823486 (2.9677734375) | > loss_kl: 1.8755885362625122 (1.9207192659378052) | > loss_feat: 6.169247150421143 (7.646159331003825) | > loss_mel: 11.323600769042969 (13.45362122853597) | > loss_duration: 1.791285753250122 (1.789875864982605) | > loss_1: 23.869003295898438 (27.7781499226888)  --> STEP: 4 | > loss_disc: 2.1996889114379883 (2.2832176089286804) | > loss_disc_real_0: 0.19805413484573364 (0.2019956074655056) | > loss_disc_real_1: 0.2374923676252365 (0.21926837041974068) | > loss_disc_real_2: 0.2568054497241974 (0.2625829204916954) | > loss_disc_real_3: 0.219181627035141 (0.20669716969132423) | > loss_disc_real_4: 0.24055202305316925 (0.23202215135097504) | > loss_disc_real_5: 0.18130283057689667 (0.21567776426672935) | > loss_0: 2.1996889114379883 (2.2832176089286804) | > loss_gen: 3.2360854148864746 (3.0348514318466187) | > loss_kl: 1.9784185886383057 (1.9351440966129303) | > loss_feat: 8.629972457885742 (7.892112612724304) | > loss_mel: 15.527584075927734 (13.972111940383911) | > loss_duration: 1.756210446357727 (1.7814595103263855) | > loss_1: 31.128271102905273 (28.61568021774292) --> EVAL PERFORMANCE | > avg_loader_time: 0.27578771114349365 (-0.005447447299957275) | > avg_loss_disc: 2.2832176089286804 (+0.08780235052108765) | > avg_loss_disc_real_0: 0.2019956074655056 (+0.07455031387507915) | > avg_loss_disc_real_1: 0.21926837041974068 (+0.025237806141376495) | > avg_loss_disc_real_2: 0.2625829204916954 (+0.09389439970254898) | > avg_loss_disc_real_3: 0.20669716969132423 (+0.0055608972907066345) | > avg_loss_disc_real_4: 0.23202215135097504 (+0.0034174956381320953) | > avg_loss_disc_real_5: 0.21567776426672935 (-0.03408586606383324) | > avg_loss_0: 2.2832176089286804 (+0.08780235052108765) | > avg_loss_gen: 3.0348514318466187 (+0.24515098333358765) | > avg_loss_kl: 1.9351440966129303 (-0.0015446841716766357) | > avg_loss_feat: 7.892112612724304 (-0.40970396995544434) | > avg_loss_mel: 13.972111940383911 (-0.4962606430053711) | > avg_loss_duration: 1.7814595103263855 (-0.0070230960845947266) | > avg_loss_1: 28.61568021774292 (-0.6693806648254395)  > EPOCH: 120/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 10:36:39)   --> TIME: 2025-05-09 10:37:13 -- STEP: 37/725 -- GLOBAL_STEP: 132900 | > loss_disc: 2.1606600284576416 (2.2108123366897163) | > loss_disc_real_0: 0.08871201425790787 (0.1361149106476758) | > loss_disc_real_1: 0.16107729077339172 (0.19610655911870906) | > loss_disc_real_2: 0.18268920481204987 (0.18936602731008786) | > loss_disc_real_3: 0.2025929093360901 (0.20565558728334066) | > loss_disc_real_4: 0.1789388507604599 (0.20134280622005463) | > loss_disc_real_5: 0.167781800031662 (0.19878743991658493) | > loss_0: 2.1606600284576416 (2.2108123366897163) | > grad_norm_0: tensor(16.2115, device='cuda:0') (tensor(33.2744, device='cuda:0')) | > loss_gen: 2.8619377613067627 (2.7692118077664762) | > loss_kl: 1.662858009338379 (1.739672886358725) | > loss_feat: 9.162874221801758 (8.17376926782969) | > loss_mel: 13.937091827392578 (13.435040267738136) | > loss_duration: 1.7118477821350098 (1.6967287353567175) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.336610794067383 (27.814422968271618) | > grad_norm_1: tensor(741.2203, device='cuda:0') (tensor(709.4405, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8433 (0.844291590355538) | > loader_time: 0.0099 (0.010141714199169262)  --> TIME: 2025-05-09 10:37:56 -- STEP: 87/725 -- GLOBAL_STEP: 132950 | > loss_disc: 2.042623519897461 (2.1970956161104382) | > loss_disc_real_0: 0.10130240768194199 (0.1309253268543331) | > loss_disc_real_1: 0.170644611120224 (0.1961405816776999) | > loss_disc_real_2: 0.16601575911045074 (0.1882207391933463) | > loss_disc_real_3: 0.17262685298919678 (0.20413618851667162) | > loss_disc_real_4: 0.16643351316452026 (0.199765856409895) | > loss_disc_real_5: 0.17594262957572937 (0.20124119725720635) | > loss_0: 2.042623519897461 (2.1970956161104382) | > grad_norm_0: tensor(58.5610, device='cuda:0') (tensor(34.4845, device='cuda:0')) | > loss_gen: 3.013184070587158 (2.7931773772184876) | > loss_kl: 1.713566541671753 (1.7218773433531838) | > loss_feat: 9.534184455871582 (8.357731550589376) | > loss_mel: 14.88520336151123 (13.635438096934351) | > loss_duration: 1.6903321743011475 (1.6979940006102638) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.836469650268555 (28.206218346782116) | > grad_norm_1: tensor(938.6644, device='cuda:0') (tensor(744.8273, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8039 (0.8457814660565607) | > loader_time: 0.0098 (0.010125354788769253)  --> TIME: 2025-05-09 10:38:39 -- STEP: 137/725 -- GLOBAL_STEP: 133000 | > loss_disc: 2.0152106285095215 (2.2054799020725437) | > loss_disc_real_0: 0.09635670483112335 (0.13537500706249786) | > loss_disc_real_1: 0.19107212126255035 (0.19586791446174148) | > loss_disc_real_2: 0.1641262173652649 (0.1886807326635305) | > loss_disc_real_3: 0.20993030071258545 (0.2048921221799224) | > loss_disc_real_4: 0.20844948291778564 (0.1993347237797549) | > loss_disc_real_5: 0.15967492759227753 (0.2017851627438608) | > loss_0: 2.0152106285095215 (2.2054799020725437) | > grad_norm_0: tensor(18.2778, device='cuda:0') (tensor(36.4842, device='cuda:0')) | > loss_gen: 2.837733030319214 (2.7885139545384985) | > loss_kl: 1.9155012369155884 (1.7238380674028049) | > loss_feat: 9.187820434570312 (8.333994221513288) | > loss_mel: 13.481985092163086 (13.509285752790687) | > loss_duration: 1.6850683689117432 (1.6976828409807525) | > amp_scaler: 128.0 (130.80291970802918) | > loss_1: 29.108108520507812 (28.053314738029982) | > grad_norm_1: tensor(372.5939, device='cuda:0') (tensor(728.7204, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.807 (0.8457248471949222) | > loader_time: 0.0092 (0.010117976334843326) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_133000.pth  --> TIME: 2025-05-09 10:39:24 -- STEP: 187/725 -- GLOBAL_STEP: 133050 | > loss_disc: 2.3896589279174805 (2.2104362988854467) | > loss_disc_real_0: 0.1743035465478897 (0.13434178629182886) | > loss_disc_real_1: 0.21135950088500977 (0.19587580772007213) | > loss_disc_real_2: 0.21151813864707947 (0.18930286663101323) | > loss_disc_real_3: 0.16309119760990143 (0.20527396163838432) | > loss_disc_real_4: 0.1996728926897049 (0.19933636335128127) | > loss_disc_real_5: 0.23152674734592438 (0.20308702243840632) | > loss_0: 2.3896589279174805 (2.2104362988854467) | > grad_norm_0: tensor(39.7594, device='cuda:0') (tensor(34.6448, device='cuda:0')) | > loss_gen: 2.392805576324463 (2.7783504973120863) | > loss_kl: 1.7916675806045532 (1.7281221164101586) | > loss_feat: 6.3453450202941895 (8.288713750992228) | > loss_mel: 10.649007797241211 (13.44724103346228) | > loss_duration: 1.731917381286621 (1.6981612431174293) | > amp_scaler: 128.0 (130.05347593582883) | > loss_1: 22.910743713378906 (27.940588599220316) | > grad_norm_1: tensor(819.6312, device='cuda:0') (tensor(732.8412, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8391 (0.8449731829332158) | > loader_time: 0.0097 (0.010044185873021414)  --> TIME: 2025-05-09 10:40:08 -- STEP: 237/725 -- GLOBAL_STEP: 133100 | > loss_disc: 2.294245958328247 (2.214246103532203) | > loss_disc_real_0: 0.15085746347904205 (0.13496677549202227) | > loss_disc_real_1: 0.22260980308055878 (0.19620552294364962) | > loss_disc_real_2: 0.20429611206054688 (0.18973307280097837) | > loss_disc_real_3: 0.19007673859596252 (0.20534983818038102) | > loss_disc_real_4: 0.21415914595127106 (0.19942080050329616) | > loss_disc_real_5: 0.19674810767173767 (0.2036095179523094) | > loss_0: 2.294245958328247 (2.214246103532203) | > grad_norm_0: tensor(10.8075, device='cuda:0') (tensor(34.1999, device='cuda:0')) | > loss_gen: 2.5960793495178223 (2.774248818304971) | > loss_kl: 1.9820446968078613 (1.7331447973533018) | > loss_feat: 6.461405277252197 (8.272940577333996) | > loss_mel: 11.44840145111084 (13.438924028903623) | > loss_duration: 1.6743042469024658 (1.697564825226989) | > amp_scaler: 128.0 (129.62025316455683) | > loss_1: 24.162235260009766 (27.91682303706302) | > grad_norm_1: tensor(561.1360, device='cuda:0') (tensor(745.2552, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8093 (0.848816108100022) | > loader_time: 0.0092 (0.009979756069585743)  --> TIME: 2025-05-09 10:40:51 -- STEP: 287/725 -- GLOBAL_STEP: 133150 | > loss_disc: 2.284918785095215 (2.2193179923898243) | > loss_disc_real_0: 0.1448434740304947 (0.13769334479387627) | > loss_disc_real_1: 0.18851764500141144 (0.19633766868596295) | > loss_disc_real_2: 0.1932971477508545 (0.19023381370908293) | > loss_disc_real_3: 0.20953913033008575 (0.20523097514067787) | > loss_disc_real_4: 0.19060200452804565 (0.19935547303447324) | > loss_disc_real_5: 0.2237420231103897 (0.20325491208751859) | > loss_0: 2.284918785095215 (2.2193179923898243) | > grad_norm_0: tensor(37.1267, device='cuda:0') (tensor(35.3231, device='cuda:0')) | > loss_gen: 2.6743407249450684 (2.7750156349421373) | > loss_kl: 1.7038588523864746 (1.7242062984858655) | > loss_feat: 7.24554443359375 (8.250308138152873) | > loss_mel: 12.156368255615234 (13.419231693919112) | > loss_duration: 1.7043192386627197 (1.698128740131232) | > amp_scaler: 128.0 (129.33797909407653) | > loss_1: 25.484432220458984 (27.866890538444917) | > grad_norm_1: tensor(748.3091, device='cuda:0') (tensor(730.8821, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8028 (0.8464336046358434) | > loader_time: 0.0098 (0.009971349496874659)  --> TIME: 2025-05-09 10:41:33 -- STEP: 337/725 -- GLOBAL_STEP: 133200 | > loss_disc: 2.234853982925415 (2.2123732188335166) | > loss_disc_real_0: 0.13796241581439972 (0.1363378065453085) | > loss_disc_real_1: 0.1922784447669983 (0.1961477189283342) | > loss_disc_real_2: 0.18751485645771027 (0.18981383528659876) | > loss_disc_real_3: 0.19124522805213928 (0.2047578983826878) | > loss_disc_real_4: 0.20036649703979492 (0.198717356877794) | > loss_disc_real_5: 0.1984485536813736 (0.2028110532051377) | > loss_0: 2.234853982925415 (2.2123732188335166) | > grad_norm_0: tensor(36.9494, device='cuda:0') (tensor(34.9332, device='cuda:0')) | > loss_gen: 2.674959421157837 (2.777290726273985) | > loss_kl: 1.8779433965682983 (1.7205205207762453) | > loss_feat: 7.562820911407471 (8.277414575174946) | > loss_mel: 13.037799835205078 (13.449690991410165) | > loss_duration: 1.6742956638336182 (1.6975387766382461) | > amp_scaler: 128.0 (129.13946587537083) | > loss_1: 26.82781982421875 (27.922455626354726) | > grad_norm_1: tensor(791.7870, device='cuda:0') (tensor(739.6119, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8583 (0.8453512439388196) | > loader_time: 0.01 (0.009985062064332136)  --> TIME: 2025-05-09 10:42:16 -- STEP: 387/725 -- GLOBAL_STEP: 133250 | > loss_disc: 2.337089776992798 (2.2116696951617256) | > loss_disc_real_0: 0.25954669713974 (0.13735524243470612) | > loss_disc_real_1: 0.2083369344472885 (0.19613376429222656) | > loss_disc_real_2: 0.19985897839069366 (0.1897650478499187) | > loss_disc_real_3: 0.20335687696933746 (0.20466571607330972) | > loss_disc_real_4: 0.18701358139514923 (0.19849243567587493) | > loss_disc_real_5: 0.20236364006996155 (0.20225968639286906) | > loss_0: 2.337089776992798 (2.2116696951617256) | > grad_norm_0: tensor(29.2415, device='cuda:0') (tensor(35.1599, device='cuda:0')) | > loss_gen: 2.6448395252227783 (2.779700628546779) | > loss_kl: 1.5209167003631592 (1.719554058341093) | > loss_feat: 6.510562896728516 (8.281760953809558) | > loss_mel: 11.238870620727539 (13.43639695367148) | > loss_duration: 1.7671129703521729 (1.6976517007640475) | > amp_scaler: 128.0 (128.99224806201536) | > loss_1: 23.68230438232422 (27.915064296673126) | > grad_norm_1: tensor(508.3009, device='cuda:0') (tensor(733.6584, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8506 (0.8443338513682362) | > loader_time: 0.0107 (0.010008487898557978)  --> TIME: 2025-05-09 10:42:58 -- STEP: 437/725 -- GLOBAL_STEP: 133300 | > loss_disc: 2.318415641784668 (2.212740079216336) | > loss_disc_real_0: 0.16025331616401672 (0.13741202442746933) | > loss_disc_real_1: 0.2063496708869934 (0.1959468431139974) | > loss_disc_real_2: 0.1824079006910324 (0.19004921130921248) | > loss_disc_real_3: 0.22566573321819305 (0.20483786999770107) | > loss_disc_real_4: 0.19269035756587982 (0.19860147775174286) | > loss_disc_real_5: 0.2252982258796692 (0.20288852834115031) | > loss_0: 2.318415641784668 (2.212740079216336) | > grad_norm_0: tensor(18.0206, device='cuda:0') (tensor(34.1809, device='cuda:0')) | > loss_gen: 2.4587342739105225 (2.776937559485706) | > loss_kl: 1.7023613452911377 (1.7213430620167296) | > loss_feat: 6.711915969848633 (8.295004502041126) | > loss_mel: 12.63703727722168 (13.462461229319977) | > loss_duration: 1.6632705926895142 (1.6975117242581785) | > amp_scaler: 128.0 (128.87871853546906) | > loss_1: 25.173320770263672 (27.95325805611687) | > grad_norm_1: tensor(207.8691, device='cuda:0') (tensor(724.3317, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8699 (0.8433306997373393) | > loader_time: 0.0102 (0.010004110685475074)  --> TIME: 2025-05-09 10:43:41 -- STEP: 487/725 -- GLOBAL_STEP: 133350 | > loss_disc: 2.3416624069213867 (2.2125761910385684) | > loss_disc_real_0: 0.20220880210399628 (0.13727465345384626) | > loss_disc_real_1: 0.17877887189388275 (0.19592088317112263) | > loss_disc_real_2: 0.22982382774353027 (0.19030382999771667) | > loss_disc_real_3: 0.20389802753925323 (0.20465518127231871) | > loss_disc_real_4: 0.21587738394737244 (0.1986526651365312) | > loss_disc_real_5: 0.23775818943977356 (0.20278766009291088) | > loss_0: 2.3416624069213867 (2.2125761910385684) | > grad_norm_0: tensor(75.1541, device='cuda:0') (tensor(34.3288, device='cuda:0')) | > loss_gen: 2.7355268001556396 (2.7763117128329093) | > loss_kl: 1.8831044435501099 (1.7211863918715682) | > loss_feat: 7.315998554229736 (8.283633367236888) | > loss_mel: 13.082953453063965 (13.471506925578971) | > loss_duration: 1.677872896194458 (1.6983456523511444) | > amp_scaler: 128.0 (128.78850102669395) | > loss_1: 26.695457458496094 (27.950984038366673) | > grad_norm_1: tensor(994.1091, device='cuda:0') (tensor(723.1428, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8127 (0.8426393591158199) | > loader_time: 0.0096 (0.009988172832700497)  --> TIME: 2025-05-09 10:44:24 -- STEP: 537/725 -- GLOBAL_STEP: 133400 | > loss_disc: 2.3990650177001953 (2.2119533276424748) | > loss_disc_real_0: 0.14602677524089813 (0.13707268770846553) | > loss_disc_real_1: 0.2009328156709671 (0.195764654536265) | > loss_disc_real_2: 0.18238145112991333 (0.1899549818460723) | > loss_disc_real_3: 0.23797163367271423 (0.20475826463774818) | > loss_disc_real_4: 0.2278696894645691 (0.1987725813739571) | > loss_disc_real_5: 0.21836604177951813 (0.20266356962963628) | > loss_0: 2.3990650177001953 (2.2119533276424748) | > grad_norm_0: tensor(45.0053, device='cuda:0') (tensor(34.3291, device='cuda:0')) | > loss_gen: 2.4760210514068604 (2.775288293703529) | > loss_kl: 1.5050934553146362 (1.722031842396912) | > loss_feat: 6.329801082611084 (8.267613409173785) | > loss_mel: 11.640522003173828 (13.463167108858988) | > loss_duration: 1.7088079452514648 (1.6991281493860033) | > amp_scaler: 128.0 (128.71508379888257) | > loss_1: 23.66024398803711 (27.927228813952794) | > grad_norm_1: tensor(752.5078, device='cuda:0') (tensor(725.7324, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8309 (0.8424158922120845) | > loader_time: 0.0101 (0.009990727657268382)  --> TIME: 2025-05-09 10:45:06 -- STEP: 587/725 -- GLOBAL_STEP: 133450 | > loss_disc: 2.0942223072052 (2.2133392956634625) | > loss_disc_real_0: 0.10611167550086975 (0.1377417739144377) | > loss_disc_real_1: 0.20932847261428833 (0.19581872790899546) | > loss_disc_real_2: 0.1787002831697464 (0.18992369932961828) | > loss_disc_real_3: 0.22208793461322784 (0.20478555293566533) | > loss_disc_real_4: 0.1930665522813797 (0.19862669680959322) | > loss_disc_real_5: 0.17670176923274994 (0.2025733623507685) | > loss_0: 2.0942223072052 (2.2133392956634625) | > grad_norm_0: tensor(42.5014, device='cuda:0') (tensor(34.4833, device='cuda:0')) | > loss_gen: 2.9951906204223633 (2.773833185485111) | > loss_kl: 1.5716888904571533 (1.723195820691435) | > loss_feat: 8.99252986907959 (8.253042865246284) | > loss_mel: 13.962417602539062 (13.445150846517068) | > loss_duration: 1.6820611953735352 (1.6988254395619775) | > amp_scaler: 128.0 (128.6541737649062) | > loss_1: 29.203887939453125 (27.89404818390256) | > grad_norm_1: tensor(1047.8092, device='cuda:0') (tensor(726.8350, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8439 (0.8419051523712261) | > loader_time: 0.0096 (0.009973649068829141)  --> TIME: 2025-05-09 10:45:49 -- STEP: 637/725 -- GLOBAL_STEP: 133500 | > loss_disc: 2.156283378601074 (2.2123913362598886) | > loss_disc_real_0: 0.09974983334541321 (0.137333193966414) | > loss_disc_real_1: 0.21629631519317627 (0.19579879270524378) | > loss_disc_real_2: 0.19904951751232147 (0.19015803329611494) | > loss_disc_real_3: 0.17372678220272064 (0.20445806833694652) | > loss_disc_real_4: 0.20208533108234406 (0.19858492779862746) | > loss_disc_real_5: 0.17376628518104553 (0.20242529921526067) | > loss_0: 2.156283378601074 (2.2123913362598886) | > grad_norm_0: tensor(18.4844, device='cuda:0') (tensor(34.6037, device='cuda:0')) | > loss_gen: 2.802058219909668 (2.7758398797111554) | > loss_kl: 1.8407450914382935 (1.7244049359341054) | > loss_feat: 8.83970832824707 (8.258589944435254) | > loss_mel: 15.055590629577637 (13.455484855867446) | > loss_duration: 1.6896908283233643 (1.6987196068561623) | > amp_scaler: 128.0 (128.60282574568282) | > loss_1: 30.227792739868164 (27.913039250875375) | > grad_norm_1: tensor(253.1289, device='cuda:0') (tensor(728.7359, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8354 (0.8419392378401345) | > loader_time: 0.0095 (0.009978908197471817)  --> TIME: 2025-05-09 10:46:31 -- STEP: 687/725 -- GLOBAL_STEP: 133550 | > loss_disc: 2.3335630893707275 (2.212175590849689) | > loss_disc_real_0: 0.29356110095977783 (0.13788476976765288) | > loss_disc_real_1: 0.21267694234848022 (0.19574266286048983) | > loss_disc_real_2: 0.20567668974399567 (0.19022765764329458) | > loss_disc_real_3: 0.19990548491477966 (0.20456366640077764) | > loss_disc_real_4: 0.17050211131572723 (0.19843167142489765) | > loss_disc_real_5: 0.185588538646698 (0.20184172356970276) | > loss_0: 2.3335630893707275 (2.212175590849689) | > grad_norm_0: tensor(48.1074, device='cuda:0') (tensor(34.8912, device='cuda:0')) | > loss_gen: 2.6958422660827637 (2.7789490746965884) | > loss_kl: 1.905857801437378 (1.7266098998346007) | > loss_feat: 7.538549900054932 (8.26345472530159) | > loss_mel: 12.598671913146973 (13.462771611442735) | > loss_duration: 1.7148476839065552 (1.6991066323617663) | > amp_scaler: 128.0 (128.55895196506543) | > loss_1: 26.45376968383789 (27.93089198094441) | > grad_norm_1: tensor(588.6343, device='cuda:0') (tensor(726.5048, device='cuda:0')) | > current_lr_0: 0.00019702220319681561 | > current_lr_1: 0.00019702220319681561 | > step_time: 0.8439 (0.8411240983738129) | > loader_time: 0.0097 (0.00995983029383585)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.211209297180176 (2.211209297180176) | > loss_disc_real_0: 0.11251822113990784 (0.11251822113990784) | > loss_disc_real_1: 0.15629246830940247 (0.15629246830940247) | > loss_disc_real_2: 0.20935244858264923 (0.20935244858264923) | > loss_disc_real_3: 0.19085821509361267 (0.19085821509361267) | > loss_disc_real_4: 0.2214430570602417 (0.2214430570602417) | > loss_disc_real_5: 0.23112592101097107 (0.23112592101097107) | > loss_0: 2.211209297180176 (2.211209297180176) | > loss_gen: 2.678208351135254 (2.678208351135254) | > loss_kl: 2.0787575244903564 (2.0787575244903564) | > loss_feat: 9.387542724609375 (9.387542724609375) | > loss_mel: 15.035225868225098 (15.035225868225098) | > loss_duration: 1.6791541576385498 (1.6791541576385498) | > loss_1: 30.85888671875 (30.85888671875)  --> STEP: 1 | > loss_disc: 2.143141031265259 (2.143141031265259) | > loss_disc_real_0: 0.12256388366222382 (0.12256388366222382) | > loss_disc_real_1: 0.16258491575717926 (0.16258491575717926) | > loss_disc_real_2: 0.22465792298316956 (0.22465792298316956) | > loss_disc_real_3: 0.20353013277053833 (0.20353013277053833) | > loss_disc_real_4: 0.2149503380060196 (0.2149503380060196) | > loss_disc_real_5: 0.2160121500492096 (0.2160121500492096) | > loss_0: 2.143141031265259 (2.143141031265259) | > loss_gen: 2.8765552043914795 (2.8765552043914795) | > loss_kl: 2.0657293796539307 (2.0657293796539307) | > loss_feat: 9.259942054748535 (9.259942054748535) | > loss_mel: 14.902223587036133 (14.902223587036133) | > loss_duration: 1.7683169841766357 (1.7683169841766357) | > loss_1: 30.872764587402344 (30.872764587402344)  --> STEP: 2 | > loss_disc: 2.105541944503784 (2.1243414878845215) | > loss_disc_real_0: 0.11522668600082397 (0.1188952848315239) | > loss_disc_real_1: 0.14413312077522278 (0.15335901826620102) | > loss_disc_real_2: 0.21597422659397125 (0.2203160747885704) | > loss_disc_real_3: 0.19654926657676697 (0.20003969967365265) | > loss_disc_real_4: 0.19539128243923187 (0.20517081022262573) | > loss_disc_real_5: 0.2280489206314087 (0.22203053534030914) | > loss_0: 2.105541944503784 (2.1243414878845215) | > loss_gen: 2.868506669998169 (2.872530937194824) | > loss_kl: 1.736629605293274 (1.9011794924736023) | > loss_feat: 9.16061019897461 (9.210276126861572) | > loss_mel: 15.311405181884766 (15.10681438446045) | > loss_duration: 1.825785756111145 (1.7970513701438904) | > loss_1: 30.902938842773438 (30.88785171508789)  --> STEP: 3 | > loss_disc: 2.355175495147705 (2.2012861569722495) | > loss_disc_real_0: 0.15328635275363922 (0.13035897413889566) | > loss_disc_real_1: 0.15383648872375488 (0.15351817508538565) | > loss_disc_real_2: 0.22444473206996918 (0.22169229388237) | > loss_disc_real_3: 0.217895969748497 (0.20599178969860077) | > loss_disc_real_4: 0.22301501035690308 (0.2111188769340515) | > loss_disc_real_5: 0.2338859587907791 (0.22598234315713248) | > loss_0: 2.355175495147705 (2.2012861569722495) | > loss_gen: 2.4248270988464355 (2.723296324412028) | > loss_kl: 1.9228174686431885 (1.9083921511967976) | > loss_feat: 6.4608612060546875 (8.293804486592611) | > loss_mel: 11.753443717956543 (13.98902416229248) | > loss_duration: 1.7861188650131226 (1.7934072017669678) | > loss_1: 24.34807014465332 (28.707924524943035)  --> STEP: 4 | > loss_disc: 2.146423816680908 (2.187570571899414) | > loss_disc_real_0: 0.10686502605676651 (0.12448548711836338) | > loss_disc_real_1: 0.15717782080173492 (0.15443308651447296) | > loss_disc_real_2: 0.20151814818382263 (0.21664875745773315) | > loss_disc_real_3: 0.20348776876926422 (0.20536578446626663) | > loss_disc_real_4: 0.22671650350093842 (0.21501828357577324) | > loss_disc_real_5: 0.24311642348766327 (0.23026586323976517) | > loss_0: 2.146423816680908 (2.187570571899414) | > loss_gen: 2.771833658218384 (2.735430657863617) | > loss_kl: 1.8997803926467896 (1.9062392115592957) | > loss_feat: 9.062132835388184 (8.485886573791504) | > loss_mel: 15.663054466247559 (14.40753173828125) | > loss_duration: 1.7294774055480957 (1.7774247527122498) | > loss_1: 31.126277923583984 (29.31251287460327) --> EVAL PERFORMANCE | > avg_loader_time: 0.2773735523223877 (+0.001585841178894043) | > avg_loss_disc: 2.187570571899414 (-0.09564703702926636) | > avg_loss_disc_real_0: 0.12448548711836338 (-0.07751012034714222) | > avg_loss_disc_real_1: 0.15443308651447296 (-0.06483528390526772) | > avg_loss_disc_real_2: 0.21664875745773315 (-0.04593416303396225) | > avg_loss_disc_real_3: 0.20536578446626663 (-0.001331385225057602) | > avg_loss_disc_real_4: 0.21501828357577324 (-0.017003867775201797) | > avg_loss_disc_real_5: 0.23026586323976517 (+0.014588098973035812) | > avg_loss_0: 2.187570571899414 (-0.09564703702926636) | > avg_loss_gen: 2.735430657863617 (-0.2994207739830017) | > avg_loss_kl: 1.9062392115592957 (-0.028904885053634644) | > avg_loss_feat: 8.485886573791504 (+0.5937739610671997) | > avg_loss_mel: 14.40753173828125 (+0.43541979789733887) | > avg_loss_duration: 1.7774247527122498 (-0.004034757614135742) | > avg_loss_1: 29.31251287460327 (+0.6968326568603516)  > EPOCH: 121/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 10:47:10)   --> TIME: 2025-05-09 10:47:22 -- STEP: 12/725 -- GLOBAL_STEP: 133600 | > loss_disc: 2.134530544281006 (2.1983147263526917) | > loss_disc_real_0: 0.12369582056999207 (0.12933846625188986) | > loss_disc_real_1: 0.18288664519786835 (0.19651193544268608) | > loss_disc_real_2: 0.16644763946533203 (0.18857224161426225) | > loss_disc_real_3: 0.21433568000793457 (0.20420650641123453) | > loss_disc_real_4: 0.24028369784355164 (0.19842874755462012) | > loss_disc_real_5: 0.18029950559139252 (0.20676055178046227) | > loss_0: 2.134530544281006 (2.1983147263526917) | > grad_norm_0: tensor(11.6163, device='cuda:0') (tensor(27.4907, device='cuda:0')) | > loss_gen: 2.7290890216827393 (2.7678051392237344) | > loss_kl: 1.7337110042572021 (1.7342153787612915) | > loss_feat: 8.77991008758545 (8.546579798062643) | > loss_mel: 14.125367164611816 (13.903593381245932) | > loss_duration: 1.7218008041381836 (1.7010800540447235) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.08987808227539 (28.653273900349934) | > grad_norm_1: tensor(564.8017, device='cuda:0') (tensor(793.5026, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8553 (0.8634591698646545) | > loader_time: 0.0085 (0.009502549966176351)  --> TIME: 2025-05-09 10:48:06 -- STEP: 62/725 -- GLOBAL_STEP: 133650 | > loss_disc: 2.1088223457336426 (2.1889364181026325) | > loss_disc_real_0: 0.10334675014019012 (0.13084563673023256) | > loss_disc_real_1: 0.2131444215774536 (0.19450473977673435) | > loss_disc_real_2: 0.20212529599666595 (0.18857226496742618) | > loss_disc_real_3: 0.1744285523891449 (0.20375892423814343) | > loss_disc_real_4: 0.19010613858699799 (0.19780895883037197) | > loss_disc_real_5: 0.2016044706106186 (0.20347325792235713) | > loss_0: 2.1088223457336426 (2.1889364181026325) | > grad_norm_0: tensor(14.2238, device='cuda:0') (tensor(32.8130, device='cuda:0')) | > loss_gen: 2.8471803665161133 (2.7730205981962133) | > loss_kl: 1.6065047979354858 (1.7422124531961256) | > loss_feat: 8.708271980285645 (8.30668347881686) | > loss_mel: 12.97372817993164 (13.432178466550765) | > loss_duration: 1.7416822910308838 (1.6942544348778263) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.87736701965332 (27.948349583533503) | > grad_norm_1: tensor(815.4702, device='cuda:0') (tensor(774.9393, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8444 (0.852939424976226) | > loader_time: 0.0094 (0.009809940092025264)  --> TIME: 2025-05-09 10:48:49 -- STEP: 112/725 -- GLOBAL_STEP: 133700 | > loss_disc: 2.2145519256591797 (2.189769658659185) | > loss_disc_real_0: 0.2179369032382965 (0.12897535140759175) | > loss_disc_real_1: 0.1867990642786026 (0.19481177747781783) | > loss_disc_real_2: 0.1710023283958435 (0.18992489137287652) | > loss_disc_real_3: 0.19666670262813568 (0.2041448521028672) | > loss_disc_real_4: 0.18251803517341614 (0.19776765456689255) | > loss_disc_real_5: 0.21324589848518372 (0.20139703500483716) | > loss_0: 2.2145519256591797 (2.189769658659185) | > grad_norm_0: tensor(93.6560, device='cuda:0') (tensor(32.9278, device='cuda:0')) | > loss_gen: 2.8783278465270996 (2.7881176237549092) | > loss_kl: 1.7230132818222046 (1.7466413101979665) | > loss_feat: 8.1068696975708 (8.317845395633155) | > loss_mel: 12.686686515808105 (13.453412754195076) | > loss_duration: 1.7025855779647827 (1.7009198527250968) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.097482681274414 (28.006936975887843) | > grad_norm_1: tensor(1024.2086, device='cuda:0') (tensor(782.8068, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8252 (0.8511543827397483) | > loader_time: 0.0131 (0.009780240910393851)  --> TIME: 2025-05-09 10:49:32 -- STEP: 162/725 -- GLOBAL_STEP: 133750 | > loss_disc: 2.029263973236084 (2.2025770515571406) | > loss_disc_real_0: 0.09735783189535141 (0.1341288737308832) | > loss_disc_real_1: 0.1642041802406311 (0.19433435494149173) | > loss_disc_real_2: 0.17373940348625183 (0.18928796172509968) | > loss_disc_real_3: 0.15734094381332397 (0.20557461973325705) | > loss_disc_real_4: 0.17314960062503815 (0.19879010669243183) | > loss_disc_real_5: 0.18136906623840332 (0.20104547516431337) | > loss_0: 2.029263973236084 (2.2025770515571406) | > grad_norm_0: tensor(38.0528, device='cuda:0') (tensor(32.8692, device='cuda:0')) | > loss_gen: 3.110766887664795 (2.779789884885151) | > loss_kl: 1.8133606910705566 (1.7497234197310458) | > loss_feat: 10.573673248291016 (8.258433786439305) | > loss_mel: 15.924325942993164 (13.37023593172615) | > loss_duration: 1.659825086593628 (1.702700489097171) | > amp_scaler: 128.0 (128.0) | > loss_1: 33.08195114135742 (27.860883500840934) | > grad_norm_1: tensor(1013.2414, device='cuda:0') (tensor(730.9738, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8233 (0.848420998196543) | > loader_time: 0.01 (0.009826917707184217)  --> TIME: 2025-05-09 10:50:15 -- STEP: 212/725 -- GLOBAL_STEP: 133800 | > loss_disc: 2.3206539154052734 (2.20321540168996) | > loss_disc_real_0: 0.19790418446063995 (0.13417417459400757) | > loss_disc_real_1: 0.19614695012569427 (0.19457627080802647) | > loss_disc_real_2: 0.20118331909179688 (0.18927001657913325) | > loss_disc_real_3: 0.19595837593078613 (0.20576405180793889) | > loss_disc_real_4: 0.20997823774814606 (0.19875154152231392) | > loss_disc_real_5: 0.18730796873569489 (0.200292383092192) | > loss_0: 2.3206539154052734 (2.20321540168996) | > grad_norm_0: tensor(54.9726, device='cuda:0') (tensor(33.3957, device='cuda:0')) | > loss_gen: 2.6748158931732178 (2.7857060556141824) | > loss_kl: 1.5929235219955444 (1.7533649290507693) | > loss_feat: 7.204929351806641 (8.276675732630599) | > loss_mel: 11.489821434020996 (13.40844174600997) | > loss_duration: 1.7039928436279297 (1.7016176131536374) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.66648292541504 (27.925806099513796) | > grad_norm_1: tensor(539.5632, device='cuda:0') (tensor(713.6702, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8389 (0.8479886684777602) | > loader_time: 0.0104 (0.009799755969137514)  --> TIME: 2025-05-09 10:50:57 -- STEP: 262/725 -- GLOBAL_STEP: 133850 | > loss_disc: 1.9519388675689697 (2.196754930128576) | > loss_disc_real_0: 0.08181479573249817 (0.13297712994838934) | > loss_disc_real_1: 0.18340085446834564 (0.1944443531732523) | > loss_disc_real_2: 0.15751096606254578 (0.189007044350373) | > loss_disc_real_3: 0.20948052406311035 (0.2051406403193037) | > loss_disc_real_4: 0.18166977167129517 (0.19823183699418567) | > loss_disc_real_5: 0.1856144666671753 (0.2004779279800772) | > loss_0: 1.9519388675689697 (2.196754930128576) | > grad_norm_0: tensor(19.2061, device='cuda:0') (tensor(33.2325, device='cuda:0')) | > loss_gen: 3.169196844100952 (2.7920034159230815) | > loss_kl: 1.6704350709915161 (1.7499657154993247) | > loss_feat: 10.603965759277344 (8.337934688757395) | > loss_mel: 15.240754127502441 (13.505688729176995) | > loss_duration: 1.6692659854888916 (1.7015374671411876) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.35361862182617 (28.087130058812736) | > grad_norm_1: tensor(828.0507, device='cuda:0') (tensor(725.4587, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8776 (0.8468220279416965) | > loader_time: 0.0095 (0.00980659022586036)  --> TIME: 2025-05-09 10:51:40 -- STEP: 312/725 -- GLOBAL_STEP: 133900 | > loss_disc: 2.1288087368011475 (2.1989904141578918) | > loss_disc_real_0: 0.13654790818691254 (0.13321798866710216) | > loss_disc_real_1: 0.20566098392009735 (0.19450120470271653) | > loss_disc_real_2: 0.20843836665153503 (0.18941241220977068) | > loss_disc_real_3: 0.16427437961101532 (0.20495050109158713) | > loss_disc_real_4: 0.2000502049922943 (0.1986282580556013) | > loss_disc_real_5: 0.1762542724609375 (0.2007953190268615) | > loss_0: 2.1288087368011475 (2.1989904141578918) | > grad_norm_0: tensor(37.7185, device='cuda:0') (tensor(34.1033, device='cuda:0')) | > loss_gen: 2.8054392337799072 (2.790598196861071) | > loss_kl: 1.7275725603103638 (1.7506175274268174) | > loss_feat: 8.62255573272705 (8.330849036192287) | > loss_mel: 13.153152465820312 (13.494227097584652) | > loss_duration: 1.686349868774414 (1.7007770973902483) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.99506950378418 (28.067068986403648) | > grad_norm_1: tensor(799.3107, device='cuda:0') (tensor(732.2156, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8296 (0.8461422010874137) | > loader_time: 0.0104 (0.00984010253197107)  --> TIME: 2025-05-09 10:52:24 -- STEP: 362/725 -- GLOBAL_STEP: 133950 | > loss_disc: 2.1199710369110107 (2.2040355383361905) | > loss_disc_real_0: 0.06355228275060654 (0.1342349093078084) | > loss_disc_real_1: 0.17437054216861725 (0.1949692400203225) | > loss_disc_real_2: 0.19103877246379852 (0.18988232141700245) | > loss_disc_real_3: 0.2171604335308075 (0.2049542462545863) | > loss_disc_real_4: 0.19093352556228638 (0.19869966660909225) | > loss_disc_real_5: 0.19232845306396484 (0.2013477641080625) | > loss_0: 2.1199710369110107 (2.2040355383361905) | > grad_norm_0: tensor(31.6305, device='cuda:0') (tensor(34.4405, device='cuda:0')) | > loss_gen: 2.968494176864624 (2.7823144348945408) | > loss_kl: 1.8332358598709106 (1.7526038723755937) | > loss_feat: 9.882120132446289 (8.300421663410763) | > loss_mel: 15.797670364379883 (13.476404182160099) | > loss_duration: 1.6471930742263794 (1.6994448251487142) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.12871551513672 (28.011189023434138) | > grad_norm_1: tensor(1152.7369, device='cuda:0') (tensor(734.0705, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8441 (0.8476052988958622) | > loader_time: 0.0105 (0.009842234421830146)  --> TIME: 2025-05-09 10:53:07 -- STEP: 412/725 -- GLOBAL_STEP: 134000 | > loss_disc: 2.1796395778656006 (2.2029183234983276) | > loss_disc_real_0: 0.161850243806839 (0.1345432346542049) | > loss_disc_real_1: 0.18678167462348938 (0.19478634607444686) | > loss_disc_real_2: 0.18008489906787872 (0.18971607367535245) | > loss_disc_real_3: 0.19666065275669098 (0.20456032899832255) | > loss_disc_real_4: 0.20884087681770325 (0.1985343006774059) | > loss_disc_real_5: 0.1478234976530075 (0.20098952504182327) | > loss_0: 2.1796395778656006 (2.2029183234983276) | > grad_norm_0: tensor(34.3373, device='cuda:0') (tensor(34.2392, device='cuda:0')) | > loss_gen: 2.6766607761383057 (2.781085512013112) | > loss_kl: 1.7019813060760498 (1.7488853864878127) | > loss_feat: 8.288413047790527 (8.289200912401517) | > loss_mel: 13.039783477783203 (13.453782806118715) | > loss_duration: 1.7150061130523682 (1.7003822827223436) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.421844482421875 (27.97333691884014) | > grad_norm_1: tensor(636.7227, device='cuda:0') (tensor(731.5352, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.846 (0.8472861879080245) | > loader_time: 0.0093 (0.009828211034385899) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_134000.pth  --> TIME: 2025-05-09 10:53:52 -- STEP: 462/725 -- GLOBAL_STEP: 134050 | > loss_disc: 2.2425763607025146 (2.204814429923054) | > loss_disc_real_0: 0.10588198900222778 (0.13485387437755153) | > loss_disc_real_1: 0.212479829788208 (0.19480773771093002) | > loss_disc_real_2: 0.22001121938228607 (0.1901113517679178) | > loss_disc_real_3: 0.2206755429506302 (0.20473150254198993) | > loss_disc_real_4: 0.19400112330913544 (0.19866276545313008) | > loss_disc_real_5: 0.1826690286397934 (0.20139410995043722) | > loss_0: 2.2425763607025146 (2.204814429923054) | > grad_norm_0: tensor(15.8492, device='cuda:0') (tensor(34.2116, device='cuda:0')) | > loss_gen: 2.677003860473633 (2.7793835009331316) | > loss_kl: 1.7204829454421997 (1.748001114630596) | > loss_feat: 7.51539945602417 (8.278959054451493) | > loss_mel: 12.1918363571167 (13.418640116076448) | > loss_duration: 1.7265695333480835 (1.7006567381161115) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.8312931060791 (27.925640576845648) | > grad_norm_1: tensor(721.0898, device='cuda:0') (tensor(731.3718, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.7902 (0.8467701193574187) | > loader_time: 0.0103 (0.009825846849581892)  --> TIME: 2025-05-09 10:54:35 -- STEP: 512/725 -- GLOBAL_STEP: 134100 | > loss_disc: 2.288562059402466 (2.207685704808683) | > loss_disc_real_0: 0.15272609889507294 (0.13636078568379167) | > loss_disc_real_1: 0.19435806572437286 (0.1947249880468007) | > loss_disc_real_2: 0.2053399682044983 (0.18980050631216733) | > loss_disc_real_3: 0.233994722366333 (0.20483119058189908) | > loss_disc_real_4: 0.21089206635951996 (0.19890359480632464) | > loss_disc_real_5: 0.2608224153518677 (0.20149452020996253) | > loss_0: 2.288562059402466 (2.207685704808683) | > grad_norm_0: tensor(53.4032, device='cuda:0') (tensor(34.7083, device='cuda:0')) | > loss_gen: 2.6772561073303223 (2.7798771811649208) | > loss_kl: 1.7405954599380493 (1.7438267839606851) | > loss_feat: 7.234646797180176 (8.283908742479992) | > loss_mel: 12.168170928955078 (13.430034333840013) | > loss_duration: 1.6599881649017334 (1.7014136190991849) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.48065757751465 (27.939060702919967) | > grad_norm_1: tensor(758.1941, device='cuda:0') (tensor(722.0728, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8348 (0.846234671305865) | > loader_time: 0.0105 (0.009851462673395869)  --> TIME: 2025-05-09 10:55:18 -- STEP: 562/725 -- GLOBAL_STEP: 134150 | > loss_disc: 2.053042411804199 (2.2070145556086755) | > loss_disc_real_0: 0.12971267104148865 (0.13624219424704426) | > loss_disc_real_1: 0.16538779437541962 (0.1947901862743062) | > loss_disc_real_2: 0.16614843904972076 (0.18960695414144374) | > loss_disc_real_3: 0.20568886399269104 (0.2046944067624539) | > loss_disc_real_4: 0.17817269265651703 (0.1987456124925528) | > loss_disc_real_5: 0.20944835245609283 (0.20188665053280222) | > loss_0: 2.053042411804199 (2.2070145556086755) | > grad_norm_0: tensor(32.5953, device='cuda:0') (tensor(34.7387, device='cuda:0')) | > loss_gen: 2.889265537261963 (2.7774206684153278) | > loss_kl: 1.77015221118927 (1.7469037537897185) | > loss_feat: 9.613992691040039 (8.287917149024517) | > loss_mel: 14.56562328338623 (13.44144597681392) | > loss_duration: 1.669801950454712 (1.701559994144372) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.508834838867188 (27.955247583762613) | > grad_norm_1: tensor(1041.7264, device='cuda:0') (tensor(728.4224, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.887 (0.846047758631859) | > loader_time: 0.0107 (0.009846398414666111)  --> TIME: 2025-05-09 10:56:01 -- STEP: 612/725 -- GLOBAL_STEP: 134200 | > loss_disc: 2.246110200881958 (2.205767626076743) | > loss_disc_real_0: 0.09238150715827942 (0.1359659788180507) | > loss_disc_real_1: 0.17211832106113434 (0.19481032957730723) | > loss_disc_real_2: 0.17756211757659912 (0.18944994705954393) | > loss_disc_real_3: 0.16693627834320068 (0.20463644430723057) | > loss_disc_real_4: 0.19115667045116425 (0.1985944687979284) | > loss_disc_real_5: 0.16420690715312958 (0.2016406708390884) | > loss_0: 2.246110200881958 (2.205767626076743) | > grad_norm_0: tensor(28.4587, device='cuda:0') (tensor(35.0684, device='cuda:0')) | > loss_gen: 2.5854594707489014 (2.780443032972174) | > loss_kl: 1.7202142477035522 (1.7456087335652) | > loss_feat: 7.913237571716309 (8.301550604938697) | > loss_mel: 12.891043663024902 (13.460627027586398) | > loss_duration: 1.625361680984497 (1.7011229234193666) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.735315322875977 (27.989352357153813) | > grad_norm_1: tensor(677.0142, device='cuda:0') (tensor(731.0495, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 1.258 (0.8473046570042382) | > loader_time: 0.0097 (0.009836297019634363)  --> TIME: 2025-05-09 10:56:44 -- STEP: 662/725 -- GLOBAL_STEP: 134250 | > loss_disc: 2.1999053955078125 (2.2063891747206736) | > loss_disc_real_0: 0.15667639672756195 (0.13609424605402878) | > loss_disc_real_1: 0.19797788560390472 (0.19481208387008236) | > loss_disc_real_2: 0.17703476548194885 (0.18945398424777374) | > loss_disc_real_3: 0.16962790489196777 (0.20472297247983168) | > loss_disc_real_4: 0.20460890233516693 (0.19871667218802558) | > loss_disc_real_5: 0.21861189603805542 (0.20176515325318647) | > loss_0: 2.1999053955078125 (2.2063891747206736) | > grad_norm_0: tensor(40.1100, device='cuda:0') (tensor(34.9462, device='cuda:0')) | > loss_gen: 2.873587131500244 (2.778490342762537) | > loss_kl: 1.8127752542495728 (1.7445887824199715) | > loss_feat: 8.777506828308105 (8.28929111676635) | > loss_mel: 13.485427856445312 (13.454975940669774) | > loss_duration: 1.7123863697052002 (1.7011100853317813) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.661684036254883 (27.968456302884853) | > grad_norm_1: tensor(980.7237, device='cuda:0') (tensor(732.8367, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8691 (0.846624368987415) | > loader_time: 0.0108 (0.009831000310776815)  --> TIME: 2025-05-09 10:57:27 -- STEP: 712/725 -- GLOBAL_STEP: 134300 | > loss_disc: 2.1526453495025635 (2.208153863803726) | > loss_disc_real_0: 0.13921678066253662 (0.1358561490746112) | > loss_disc_real_1: 0.19558562338352203 (0.19499769032503775) | > loss_disc_real_2: 0.18944954872131348 (0.19004613638259044) | > loss_disc_real_3: 0.22217877209186554 (0.20488796443835394) | > loss_disc_real_4: 0.19562005996704102 (0.19903860335353385) | > loss_disc_real_5: 0.163315549492836 (0.20172001105429746) | > loss_0: 2.1526453495025635 (2.208153863803726) | > grad_norm_0: tensor(71.6317, device='cuda:0') (tensor(34.9969, device='cuda:0')) | > loss_gen: 2.8401453495025635 (2.7770341607961773) | > loss_kl: 1.8434011936187744 (1.7426691937647512) | > loss_feat: 8.436034202575684 (8.283414550711603) | > loss_mel: 14.342106819152832 (13.45108387309514) | > loss_duration: 1.6959677934646606 (1.7007277276408805) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.157655715942383 (27.954929542005743) | > grad_norm_1: tensor(319.5912, device='cuda:0') (tensor(734.5807, device='cuda:0')) | > current_lr_0: 0.000196997575421416 | > current_lr_1: 0.000196997575421416 | > step_time: 0.8145 (0.8465030956804084) | > loader_time: 0.0095 (0.009832679220799646)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3182811737060547 (2.3182811737060547) | > loss_disc_real_0: 0.15696386992931366 (0.15696386992931366) | > loss_disc_real_1: 0.13243046402931213 (0.13243046402931213) | > loss_disc_real_2: 0.18842549622058868 (0.18842549622058868) | > loss_disc_real_3: 0.2657521069049835 (0.2657521069049835) | > loss_disc_real_4: 0.2982385754585266 (0.2982385754585266) | > loss_disc_real_5: 0.2645745873451233 (0.2645745873451233) | > loss_0: 2.3182811737060547 (2.3182811737060547) | > loss_gen: 2.7955915927886963 (2.7955915927886963) | > loss_kl: 1.9214264154434204 (1.9214264154434204) | > loss_feat: 7.80682373046875 (7.80682373046875) | > loss_mel: 13.45962142944336 (13.45962142944336) | > loss_duration: 1.670152187347412 (1.670152187347412) | > loss_1: 27.653615951538086 (27.653615951538086)  --> STEP: 1 | > loss_disc: 2.249335765838623 (2.249335765838623) | > loss_disc_real_0: 0.13858258724212646 (0.13858258724212646) | > loss_disc_real_1: 0.13958407938480377 (0.13958407938480377) | > loss_disc_real_2: 0.18888357281684875 (0.18888357281684875) | > loss_disc_real_3: 0.2532338798046112 (0.2532338798046112) | > loss_disc_real_4: 0.2755306363105774 (0.2755306363105774) | > loss_disc_real_5: 0.28414931893348694 (0.28414931893348694) | > loss_0: 2.249335765838623 (2.249335765838623) | > loss_gen: 2.847036838531494 (2.847036838531494) | > loss_kl: 1.8287726640701294 (1.8287726640701294) | > loss_feat: 8.06801700592041 (8.06801700592041) | > loss_mel: 14.195039749145508 (14.195039749145508) | > loss_duration: 1.784804105758667 (1.784804105758667) | > loss_1: 28.723669052124023 (28.723669052124023)  --> STEP: 2 | > loss_disc: 2.1565816402435303 (2.2029587030410767) | > loss_disc_real_0: 0.12261927127838135 (0.1306009292602539) | > loss_disc_real_1: 0.13809369504451752 (0.13883888721466064) | > loss_disc_real_2: 0.17073668539524078 (0.17981012910604477) | > loss_disc_real_3: 0.2400471717119217 (0.24664052575826645) | > loss_disc_real_4: 0.2716965973377228 (0.2736136168241501) | > loss_disc_real_5: 0.24934884905815125 (0.2667490839958191) | > loss_0: 2.1565816402435303 (2.2029587030410767) | > loss_gen: 2.811788320541382 (2.829412579536438) | > loss_kl: 1.985276222229004 (1.9070244431495667) | > loss_feat: 8.35275650024414 (8.210386753082275) | > loss_mel: 14.509921073913574 (14.352480411529541) | > loss_duration: 1.8041753768920898 (1.7944897413253784) | > loss_1: 29.463916778564453 (29.09379291534424)  --> STEP: 3 | > loss_disc: 2.232797145843506 (2.2129048506418862) | > loss_disc_real_0: 0.14865443110466003 (0.13661876320838928) | > loss_disc_real_1: 0.13783963024616241 (0.13850580155849457) | > loss_disc_real_2: 0.17685605585575104 (0.17882543802261353) | > loss_disc_real_3: 0.26003021001815796 (0.25110375384489697) | > loss_disc_real_4: 0.2607521116733551 (0.26932644844055176) | > loss_disc_real_5: 0.2323962301015854 (0.2552981326977412) | > loss_0: 2.232797145843506 (2.2129048506418862) | > loss_gen: 2.7390732765197754 (2.799299478530884) | > loss_kl: 1.8920665979385376 (1.9020384947458904) | > loss_feat: 8.96131420135498 (8.46069590250651) | > loss_mel: 14.568359375 (14.424440066019693) | > loss_duration: 1.801922082901001 (1.7969671885172527) | > loss_1: 29.962736129760742 (29.383440653483074)  --> STEP: 4 | > loss_disc: 2.3458993434906006 (2.246153473854065) | > loss_disc_real_0: 0.14000679552555084 (0.13746577128767967) | > loss_disc_real_1: 0.1521516889333725 (0.14191727340221405) | > loss_disc_real_2: 0.1737525463104248 (0.17755721509456635) | > loss_disc_real_3: 0.2680215537548065 (0.25533320382237434) | > loss_disc_real_4: 0.28790849447250366 (0.27397195994853973) | > loss_disc_real_5: 0.26771873235702515 (0.2584032826125622) | > loss_0: 2.3458993434906006 (2.246153473854065) | > loss_gen: 2.6357529163360596 (2.7584128379821777) | > loss_kl: 1.928079605102539 (1.9085487723350525) | > loss_feat: 8.139411926269531 (8.380374908447266) | > loss_mel: 13.43714427947998 (14.177616119384766) | > loss_duration: 1.712092638015747 (1.7757485508918762) | > loss_1: 27.852481842041016 (29.00070095062256) --> EVAL PERFORMANCE | > avg_loader_time: 0.28037136793136597 (+0.0029978156089782715) | > avg_loss_disc: 2.246153473854065 (+0.05858290195465088) | > avg_loss_disc_real_0: 0.13746577128767967 (+0.012980284169316292) | > avg_loss_disc_real_1: 0.14191727340221405 (-0.012515813112258911) | > avg_loss_disc_real_2: 0.17755721509456635 (-0.03909154236316681) | > avg_loss_disc_real_3: 0.25533320382237434 (+0.04996741935610771) | > avg_loss_disc_real_4: 0.27397195994853973 (+0.058953676372766495) | > avg_loss_disc_real_5: 0.2584032826125622 (+0.028137419372797012) | > avg_loss_0: 2.246153473854065 (+0.05858290195465088) | > avg_loss_gen: 2.7584128379821777 (+0.02298218011856079) | > avg_loss_kl: 1.9085487723350525 (+0.002309560775756836) | > avg_loss_feat: 8.380374908447266 (-0.10551166534423828) | > avg_loss_mel: 14.177616119384766 (-0.22991561889648438) | > avg_loss_duration: 1.7757485508918762 (-0.0016762018203735352) | > avg_loss_1: 29.00070095062256 (-0.3118119239807129)  > EPOCH: 122/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 10:57:44)   --> TIME: 2025-05-09 10:58:18 -- STEP: 37/725 -- GLOBAL_STEP: 134350 | > loss_disc: 2.0889716148376465 (2.1988581386772363) | > loss_disc_real_0: 0.16875430941581726 (0.13496007790436612) | > loss_disc_real_1: 0.17064638435840607 (0.19271152486672272) | > loss_disc_real_2: 0.17779041826725006 (0.18938443588243947) | > loss_disc_real_3: 0.1691550314426422 (0.20488505307081584) | > loss_disc_real_4: 0.17283359169960022 (0.19695073486985387) | > loss_disc_real_5: 0.20466116070747375 (0.20582090479296608) | > loss_0: 2.0889716148376465 (2.1988581386772363) | > grad_norm_0: tensor(42.7991, device='cuda:0') (tensor(34.3010, device='cuda:0')) | > loss_gen: 2.9959957599639893 (2.760273868973191) | > loss_kl: 1.5821549892425537 (1.739471915605906) | > loss_feat: 9.263608932495117 (8.365359216123014) | > loss_mel: 13.677252769470215 (13.582989950437803) | > loss_duration: 1.688308835029602 (1.695358563113857) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.20732307434082 (28.14345344337257) | > grad_norm_1: tensor(737.7314, device='cuda:0') (tensor(789.3386, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8436 (0.8452469658207249) | > loader_time: 0.0098 (0.010033523714220201)  --> TIME: 2025-05-09 10:59:01 -- STEP: 87/725 -- GLOBAL_STEP: 134400 | > loss_disc: 2.2498457431793213 (2.2027530615357143) | > loss_disc_real_0: 0.09717698395252228 (0.13807650317234552) | > loss_disc_real_1: 0.20295269787311554 (0.192621126942251) | > loss_disc_real_2: 0.16972889006137848 (0.18930034733366694) | > loss_disc_real_3: 0.1717793345451355 (0.204090078843051) | > loss_disc_real_4: 0.19654430449008942 (0.19694875745937743) | > loss_disc_real_5: 0.16873513162136078 (0.20530593515127554) | > loss_0: 2.2498457431793213 (2.2027530615357143) | > grad_norm_0: tensor(24.2805, device='cuda:0') (tensor(39.2209, device='cuda:0')) | > loss_gen: 2.816770553588867 (2.776322951262024) | > loss_kl: 1.8517967462539673 (1.7525502758464595) | > loss_feat: 8.315093994140625 (8.3188030966397) | > loss_mel: 13.94586181640625 (13.57568671785552) | > loss_duration: 1.6746549606323242 (1.6987406618293674) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.60417938232422 (28.12210359244511) | > grad_norm_1: tensor(654.3430, device='cuda:0') (tensor(789.9562, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8187 (0.8461241311040418) | > loader_time: 0.0094 (0.009983040820593123)  --> TIME: 2025-05-09 10:59:44 -- STEP: 137/725 -- GLOBAL_STEP: 134450 | > loss_disc: 2.1984410285949707 (2.208103482740639) | > loss_disc_real_0: 0.1512964814901352 (0.1396797010879012) | > loss_disc_real_1: 0.1753746122121811 (0.19360696997520702) | > loss_disc_real_2: 0.17376156151294708 (0.18868569453267287) | > loss_disc_real_3: 0.19328591227531433 (0.20386119437043684) | > loss_disc_real_4: 0.18724676966667175 (0.19724421953632884) | > loss_disc_real_5: 0.1904434710741043 (0.20488657492355714) | > loss_0: 2.1984410285949707 (2.208103482740639) | > grad_norm_0: tensor(30.4430, device='cuda:0') (tensor(36.4930, device='cuda:0')) | > loss_gen: 2.801450252532959 (2.771184983914786) | > loss_kl: 1.8911066055297852 (1.74507946080535) | > loss_feat: 8.364171028137207 (8.285627876755097) | > loss_mel: 12.614007949829102 (13.524651764083083) | > loss_duration: 1.6860554218292236 (1.6985870068960816) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.356792449951172 (28.025130961063134) | > grad_norm_1: tensor(798.5197, device='cuda:0') (tensor(731.7116, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8129 (0.8470319988083665) | > loader_time: 0.0096 (0.009977372023310976)  --> TIME: 2025-05-09 11:00:28 -- STEP: 187/725 -- GLOBAL_STEP: 134500 | > loss_disc: 2.2835774421691895 (2.2046606081692306) | > loss_disc_real_0: 0.12333182245492935 (0.1384220382467629) | > loss_disc_real_1: 0.19823679327964783 (0.19315116936191518) | > loss_disc_real_2: 0.19493381679058075 (0.18873264803924664) | > loss_disc_real_3: 0.21373221278190613 (0.20385217236325065) | > loss_disc_real_4: 0.1884596049785614 (0.19742790215155662) | > loss_disc_real_5: 0.21352246403694153 (0.20355760055111058) | > loss_0: 2.2835774421691895 (2.2046606081692306) | > grad_norm_0: tensor(34.6108, device='cuda:0') (tensor(36.7224, device='cuda:0')) | > loss_gen: 2.6767075061798096 (2.775453097042554) | > loss_kl: 1.70159912109375 (1.7298141577664543) | > loss_feat: 7.817447185516357 (8.2959943225677) | > loss_mel: 13.258100509643555 (13.489957401459229) | > loss_duration: 1.720318078994751 (1.7001140283390805) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.17417335510254 (27.991332977213325) | > grad_norm_1: tensor(819.3479, device='cuda:0') (tensor(744.9118, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8404 (0.8482647337378028) | > loader_time: 0.0112 (0.010026210132129692)  --> TIME: 2025-05-09 11:01:11 -- STEP: 237/725 -- GLOBAL_STEP: 134550 | > loss_disc: 2.182332992553711 (2.206943004946167) | > loss_disc_real_0: 0.110613614320755 (0.13809491676683158) | > loss_disc_real_1: 0.19954974949359894 (0.19384502635223452) | > loss_disc_real_2: 0.17246799170970917 (0.18927235021118374) | > loss_disc_real_3: 0.20592276751995087 (0.20363100332046863) | > loss_disc_real_4: 0.17244450747966766 (0.1977397639791674) | > loss_disc_real_5: 0.20083245635032654 (0.2037042167493563) | > loss_0: 2.182332992553711 (2.206943004946167) | > grad_norm_0: tensor(24.2942, device='cuda:0') (tensor(35.6409, device='cuda:0')) | > loss_gen: 2.9282023906707764 (2.7680259233788607) | > loss_kl: 1.8512228727340698 (1.7297602796353369) | > loss_feat: 8.977522850036621 (8.254907372631596) | > loss_mel: 14.620755195617676 (13.422510167214439) | > loss_duration: 1.6844583749771118 (1.7001213343334605) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.06216049194336 (27.87532505405603) | > grad_norm_1: tensor(897.7654, device='cuda:0') (tensor(741.9640, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.7998 (0.8478379531248712) | > loader_time: 0.0114 (0.009980628259071322)  --> TIME: 2025-05-09 11:01:53 -- STEP: 287/725 -- GLOBAL_STEP: 134600 | > loss_disc: 2.3349239826202393 (2.210826268179493) | > loss_disc_real_0: 0.16458365321159363 (0.1379333483606888) | > loss_disc_real_1: 0.19147925078868866 (0.19440629844673837) | > loss_disc_real_2: 0.20773158967494965 (0.19021916420617588) | > loss_disc_real_3: 0.18584394454956055 (0.20393445791890813) | > loss_disc_real_4: 0.1841181367635727 (0.19793170571119534) | > loss_disc_real_5: 0.22814035415649414 (0.20396699302080207) | > loss_0: 2.3349239826202393 (2.210826268179493) | > grad_norm_0: tensor(18.2729, device='cuda:0') (tensor(35.7663, device='cuda:0')) | > loss_gen: 2.6728787422180176 (2.7669268908816362) | > loss_kl: 1.6118738651275635 (1.7270020894472606) | > loss_feat: 7.4055891036987305 (8.235924348598562) | > loss_mel: 12.268289566040039 (13.400148132536883) | > loss_duration: 1.722030758857727 (1.7009337185151903) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.680660247802734 (27.830935169180098) | > grad_norm_1: tensor(388.0954, device='cuda:0') (tensor(743.1623, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.7964 (0.8457261112093508) | > loader_time: 0.0098 (0.00997227243430108)  --> TIME: 2025-05-09 11:02:36 -- STEP: 337/725 -- GLOBAL_STEP: 134650 | > loss_disc: 2.165388822555542 (2.2129672118393544) | > loss_disc_real_0: 0.07111705094575882 (0.13802432537476808) | > loss_disc_real_1: 0.17439380288124084 (0.1947276489228807) | > loss_disc_real_2: 0.17185933887958527 (0.190248321443354) | > loss_disc_real_3: 0.21465101838111877 (0.2042216441486285) | > loss_disc_real_4: 0.2013755887746811 (0.198567412373574) | > loss_disc_real_5: 0.18075412511825562 (0.20338205241484886) | > loss_0: 2.165388822555542 (2.2129672118393544) | > grad_norm_0: tensor(35.9045, device='cuda:0') (tensor(35.3847, device='cuda:0')) | > loss_gen: 2.8885276317596436 (2.7680082384839606) | > loss_kl: 1.897064447402954 (1.7208333326730247) | > loss_feat: 8.468052864074707 (8.222789883259837) | > loss_mel: 13.91076374053955 (13.376911652901757) | > loss_duration: 1.700415015220642 (1.7006963289809864) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.864822387695312 (27.78923941366043) | > grad_norm_1: tensor(876.8790, device='cuda:0') (tensor(735.6384, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8684 (0.8450956188960315) | > loader_time: 0.0101 (0.009960949951534098)  --> TIME: 2025-05-09 11:03:19 -- STEP: 387/725 -- GLOBAL_STEP: 134700 | > loss_disc: 2.1891958713531494 (2.211170340385241) | > loss_disc_real_0: 0.08440237492322922 (0.13792861939362158) | > loss_disc_real_1: 0.19486290216445923 (0.19436466666925176) | > loss_disc_real_2: 0.18748195469379425 (0.19024812408965996) | > loss_disc_real_3: 0.22479242086410522 (0.2043271069378816) | > loss_disc_real_4: 0.21055172383785248 (0.19870022955790978) | > loss_disc_real_5: 0.22846083343029022 (0.20298013337514817) | > loss_0: 2.1891958713531494 (2.211170340385241) | > grad_norm_0: tensor(19.4596, device='cuda:0') (tensor(35.3794, device='cuda:0')) | > loss_gen: 2.8154711723327637 (2.769932775226365) | > loss_kl: 1.7783018350601196 (1.7286611937121212) | > loss_feat: 8.298815727233887 (8.232079024154691) | > loss_mel: 12.959053039550781 (13.394927254018855) | > loss_duration: 1.770442247390747 (1.7007631140469888) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.622085571289062 (27.826363378716994) | > grad_norm_1: tensor(626.6960, device='cuda:0') (tensor(739.3442, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8536 (0.8452187804288641) | > loader_time: 0.0097 (0.009958002302381716)  --> TIME: 2025-05-09 11:04:01 -- STEP: 437/725 -- GLOBAL_STEP: 134750 | > loss_disc: 2.2424941062927246 (2.2148471503290508) | > loss_disc_real_0: 0.13784657418727875 (0.13828685626523993) | > loss_disc_real_1: 0.17445701360702515 (0.19471777351551806) | > loss_disc_real_2: 0.2005428522825241 (0.19059090602725268) | > loss_disc_real_3: 0.18874311447143555 (0.20469085711909105) | > loss_disc_real_4: 0.19791294634342194 (0.19881823253167855) | > loss_disc_real_5: 0.2091873437166214 (0.2034559202480644) | > loss_0: 2.2424941062927246 (2.2148471503290508) | > grad_norm_0: tensor(47.4112, device='cuda:0') (tensor(35.0563, device='cuda:0')) | > loss_gen: 2.825653314590454 (2.7642562520313034) | > loss_kl: 1.8716150522232056 (1.7289642706615702) | > loss_feat: 8.716294288635254 (8.215658897120555) | > loss_mel: 13.93389892578125 (13.379233951699542) | > loss_duration: 1.6742327213287354 (1.7006754632399885) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.02169418334961 (27.788788845664577) | > grad_norm_1: tensor(955.8320, device='cuda:0') (tensor(738.6772, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.895 (0.8440953015735546) | > loader_time: 0.01 (0.009946783838337556)  --> TIME: 2025-05-09 11:04:44 -- STEP: 487/725 -- GLOBAL_STEP: 134800 | > loss_disc: 2.192840337753296 (2.215296212407845) | > loss_disc_real_0: 0.14953690767288208 (0.13769109497416684) | > loss_disc_real_1: 0.18924029171466827 (0.1950074384405873) | > loss_disc_real_2: 0.1784624308347702 (0.1907652960420879) | > loss_disc_real_3: 0.20589740574359894 (0.20476854223857424) | > loss_disc_real_4: 0.1652611643075943 (0.19881161438488623) | > loss_disc_real_5: 0.20397157967090607 (0.20344454509032095) | > loss_0: 2.192840337753296 (2.215296212407845) | > grad_norm_0: tensor(52.7723, device='cuda:0') (tensor(35.2350, device='cuda:0')) | > loss_gen: 2.661710739135742 (2.765674710028959) | > loss_kl: 1.713241696357727 (1.7321967667377949) | > loss_feat: 8.143611907958984 (8.221082073462322) | > loss_mel: 13.016701698303223 (13.395045317663547) | > loss_duration: 1.7089767456054688 (1.7015506244538012) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.24424171447754 (27.81554948622686) | > grad_norm_1: tensor(815.1956, device='cuda:0') (tensor(731.2397, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8098 (0.8436871666683062) | > loader_time: 0.0093 (0.009950740136649813)  --> TIME: 2025-05-09 11:05:27 -- STEP: 537/725 -- GLOBAL_STEP: 134850 | > loss_disc: 2.2254905700683594 (2.2161467659184853) | > loss_disc_real_0: 0.1567106544971466 (0.1377408883189245) | > loss_disc_real_1: 0.20792452991008759 (0.1949914017591619) | > loss_disc_real_2: 0.1997356414794922 (0.19068129763034916) | > loss_disc_real_3: 0.2126976102590561 (0.20497466970644407) | > loss_disc_real_4: 0.21867696940898895 (0.1988968254523127) | > loss_disc_real_5: 0.2367512732744217 (0.20364611344741493) | > loss_0: 2.2254905700683594 (2.2161467659184853) | > grad_norm_0: tensor(47.9613, device='cuda:0') (tensor(35.6086, device='cuda:0')) | > loss_gen: 2.786322832107544 (2.7625553461426455) | > loss_kl: 1.6532729864120483 (1.733951631205042) | > loss_feat: 7.7273268699646 (8.213292500160255) | > loss_mel: 13.310132026672363 (13.396188792791666) | > loss_duration: 1.7321107387542725 (1.702259448875484) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.209165573120117 (27.808247688762304) | > grad_norm_1: tensor(791.4858, device='cuda:0') (tensor(735.3198, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8446 (0.8441719325117115) | > loader_time: 0.009 (0.00993274399244141)  --> TIME: 2025-05-09 11:06:10 -- STEP: 587/725 -- GLOBAL_STEP: 134900 | > loss_disc: 2.250147581100464 (2.215316434328968) | > loss_disc_real_0: 0.11083230376243591 (0.13743104142798473) | > loss_disc_real_1: 0.19777902960777283 (0.195050438761305) | > loss_disc_real_2: 0.18905946612358093 (0.19045150546544248) | > loss_disc_real_3: 0.22755925357341766 (0.2050564727243005) | > loss_disc_real_4: 0.2067946195602417 (0.1988217871782118) | > loss_disc_real_5: 0.2097284197807312 (0.20362061350979244) | > loss_0: 2.250147581100464 (2.215316434328968) | > grad_norm_0: tensor(26.5676, device='cuda:0') (tensor(35.5600, device='cuda:0')) | > loss_gen: 2.787951707839966 (2.762766260101604) | > loss_kl: 1.6683546304702759 (1.7350452703755392) | > loss_feat: 7.592560291290283 (8.210516473097528) | > loss_mel: 12.583236694335938 (13.382506154464899) | > loss_duration: 1.6721796989440918 (1.7022678813495669) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.304283142089844 (27.79310199471104) | > grad_norm_1: tensor(717.0364, device='cuda:0') (tensor(738.5043, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8551 (0.8439006785111697) | > loader_time: 0.0094 (0.009897307602266633)  --> TIME: 2025-05-09 11:06:53 -- STEP: 637/725 -- GLOBAL_STEP: 134950 | > loss_disc: 2.1731722354888916 (2.213926327846116) | > loss_disc_real_0: 0.10220780968666077 (0.13699760582163523) | > loss_disc_real_1: 0.2068435400724411 (0.19499483440229254) | > loss_disc_real_2: 0.17955361306667328 (0.1905799952322496) | > loss_disc_real_3: 0.21150100231170654 (0.20501874038712775) | > loss_disc_real_4: 0.20250195264816284 (0.19864699539247455) | > loss_disc_real_5: 0.21383623778820038 (0.2034752728473074) | > loss_0: 2.1731722354888916 (2.213926327846116) | > grad_norm_0: tensor(44.4348, device='cuda:0') (tensor(35.6108, device='cuda:0')) | > loss_gen: 2.9095895290374756 (2.7651603165750775) | > loss_kl: 1.748764991760254 (1.733375713252572) | > loss_feat: 8.867443084716797 (8.22155095643862) | > loss_mel: 13.892412185668945 (13.389548216360135) | > loss_duration: 1.6964210271835327 (1.70241805204604) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.11463165283203 (27.812053225291194) | > grad_norm_1: tensor(1016.4030, device='cuda:0') (tensor(737.4396, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8188 (0.8439026956842687) | > loader_time: 0.0106 (0.009881333241844467)  --> TIME: 2025-05-09 11:07:35 -- STEP: 687/725 -- GLOBAL_STEP: 135000 | > loss_disc: 2.1454830169677734 (2.2147021746531346) | > loss_disc_real_0: 0.08711304515600204 (0.137696704050469) | > loss_disc_real_1: 0.17980317771434784 (0.19500211443009166) | > loss_disc_real_2: 0.18659089505672455 (0.19054062560395896) | > loss_disc_real_3: 0.17332477867603302 (0.2049664169593324) | > loss_disc_real_4: 0.1853673756122589 (0.19883265742134665) | > loss_disc_real_5: 0.1650349199771881 (0.20331347897496985) | > loss_0: 2.1454830169677734 (2.2147021746531346) | > grad_norm_0: tensor(41.3066, device='cuda:0') (tensor(35.9956, device='cuda:0')) | > loss_gen: 2.7092790603637695 (2.764618615396156) | > loss_kl: 1.6540676355361938 (1.7322464619140958) | > loss_feat: 8.762022972106934 (8.215764446203021) | > loss_mel: 13.435929298400879 (13.378149539275627) | > loss_duration: 1.708869218826294 (1.7027699333090962) | > amp_scaler: 128.0 (129.30422125181946) | > loss_1: 28.27016830444336 (27.79354895601452) | > grad_norm_1: tensor(740.4431, device='cuda:0') (tensor(737.8067, device='cuda:0')) | > current_lr_0: 0.00019697295072448832 | > current_lr_1: 0.00019697295072448832 | > step_time: 0.8651 (0.8433120167411574) | > loader_time: 0.0098 (0.009883416965712275) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_135000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.159841775894165 (2.159841775894165) | > loss_disc_real_0: 0.1842871904373169 (0.1842871904373169) | > loss_disc_real_1: 0.14790894091129303 (0.14790894091129303) | > loss_disc_real_2: 0.2052316963672638 (0.2052316963672638) | > loss_disc_real_3: 0.2401207983493805 (0.2401207983493805) | > loss_disc_real_4: 0.23901700973510742 (0.23901700973510742) | > loss_disc_real_5: 0.27385351061820984 (0.27385351061820984) | > loss_0: 2.159841775894165 (2.159841775894165) | > loss_gen: 3.2415361404418945 (3.2415361404418945) | > loss_kl: 1.974147081375122 (1.974147081375122) | > loss_feat: 9.607636451721191 (9.607636451721191) | > loss_mel: 15.203873634338379 (15.203873634338379) | > loss_duration: 1.6971869468688965 (1.6971869468688965) | > loss_1: 31.72437858581543 (31.72437858581543)  --> STEP: 1 | > loss_disc: 2.191328525543213 (2.191328525543213) | > loss_disc_real_0: 0.19430844485759735 (0.19430844485759735) | > loss_disc_real_1: 0.1671016961336136 (0.1671016961336136) | > loss_disc_real_2: 0.21413904428482056 (0.21413904428482056) | > loss_disc_real_3: 0.21133989095687866 (0.21133989095687866) | > loss_disc_real_4: 0.23192532360553741 (0.23192532360553741) | > loss_disc_real_5: 0.24782536923885345 (0.24782536923885345) | > loss_0: 2.191328525543213 (2.191328525543213) | > loss_gen: 3.149979591369629 (3.149979591369629) | > loss_kl: 2.2077395915985107 (2.2077395915985107) | > loss_feat: 8.6043119430542 (8.6043119430542) | > loss_mel: 14.669290542602539 (14.669290542602539) | > loss_duration: 1.786703109741211 (1.786703109741211) | > loss_1: 30.41802406311035 (30.41802406311035)  --> STEP: 2 | > loss_disc: 2.1988041400909424 (2.1950663328170776) | > loss_disc_real_0: 0.1792902946472168 (0.18679936975240707) | > loss_disc_real_1: 0.15170325338840485 (0.15940247476100922) | > loss_disc_real_2: 0.20901939272880554 (0.21157921850681305) | > loss_disc_real_3: 0.225924551486969 (0.21863222122192383) | > loss_disc_real_4: 0.22995209693908691 (0.23093871027231216) | > loss_disc_real_5: 0.23338763415813446 (0.24060650169849396) | > loss_0: 2.1988041400909424 (2.1950663328170776) | > loss_gen: 2.9818644523620605 (3.0659220218658447) | > loss_kl: 1.8919366598129272 (2.049838125705719) | > loss_feat: 8.354472160339355 (8.479392051696777) | > loss_mel: 13.56309986114502 (14.11619520187378) | > loss_duration: 1.8140232563018799 (1.8003631830215454) | > loss_1: 28.605398178100586 (29.51171112060547)  --> STEP: 3 | > loss_disc: 2.2139012813568115 (2.201344648996989) | > loss_disc_real_0: 0.18534579873085022 (0.18631484607855478) | > loss_disc_real_1: 0.162931427359581 (0.16057879229386648) | > loss_disc_real_2: 0.2118750512599945 (0.2116778294245402) | > loss_disc_real_3: 0.21602961421012878 (0.21776468555132547) | > loss_disc_real_4: 0.21751922369003296 (0.2264655480782191) | > loss_disc_real_5: 0.26085516810417175 (0.24735605716705322) | > loss_0: 2.2139012813568115 (2.201344648996989) | > loss_gen: 2.9897074699401855 (3.0405171712239585) | > loss_kl: 1.8630833625793457 (1.987586537996928) | > loss_feat: 7.922958850860596 (8.293914318084717) | > loss_mel: 13.809528350830078 (14.013972918192545) | > loss_duration: 1.8260149955749512 (1.808913787206014) | > loss_1: 28.411293029785156 (29.14490509033203)  --> STEP: 4 | > loss_disc: 2.3599588871002197 (2.2409982085227966) | > loss_disc_real_0: 0.19659489393234253 (0.18888485804200172) | > loss_disc_real_1: 0.1995798945426941 (0.17032906785607338) | > loss_disc_real_2: 0.22945678234100342 (0.216122567653656) | > loss_disc_real_3: 0.24358320236206055 (0.22421931475400925) | > loss_disc_real_4: 0.24757637083530426 (0.2317432537674904) | > loss_disc_real_5: 0.2702772617340088 (0.2530863583087921) | > loss_0: 2.3599588871002197 (2.2409982085227966) | > loss_gen: 2.876577138900757 (2.999532163143158) | > loss_kl: 2.058582067489624 (2.005335420370102) | > loss_feat: 7.1107282638549805 (7.998117804527283) | > loss_mel: 12.254190444946289 (13.574027299880981) | > loss_duration: 1.7414920330047607 (1.7920583486557007) | > loss_1: 26.041568756103516 (28.369071006774902) --> EVAL PERFORMANCE | > avg_loader_time: 0.2822422385215759 (+0.001870870590209961) | > avg_loss_disc: 2.2409982085227966 (-0.0051552653312683105) | > avg_loss_disc_real_0: 0.18888485804200172 (+0.05141908675432205) | > avg_loss_disc_real_1: 0.17032906785607338 (+0.02841179445385933) | > avg_loss_disc_real_2: 0.216122567653656 (+0.03856535255908966) | > avg_loss_disc_real_3: 0.22421931475400925 (-0.031113889068365097) | > avg_loss_disc_real_4: 0.2317432537674904 (-0.04222870618104935) | > avg_loss_disc_real_5: 0.2530863583087921 (-0.005316924303770065) | > avg_loss_0: 2.2409982085227966 (-0.0051552653312683105) | > avg_loss_gen: 2.999532163143158 (+0.24111932516098022) | > avg_loss_kl: 2.005335420370102 (+0.09678664803504944) | > avg_loss_feat: 7.998117804527283 (-0.3822571039199829) | > avg_loss_mel: 13.574027299880981 (-0.6035888195037842) | > avg_loss_duration: 1.7920583486557007 (+0.016309797763824463) | > avg_loss_1: 28.369071006774902 (-0.6316299438476562)  > EPOCH: 123/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 11:08:16)   --> TIME: 2025-05-09 11:08:28 -- STEP: 12/725 -- GLOBAL_STEP: 135050 | > loss_disc: 2.1743991374969482 (2.1948745052019754) | > loss_disc_real_0: 0.16850923001766205 (0.1260199211537838) | > loss_disc_real_1: 0.2115156501531601 (0.20149155954519907) | > loss_disc_real_2: 0.18980726599693298 (0.18950985620419183) | > loss_disc_real_3: 0.20608191192150116 (0.2060093879699707) | > loss_disc_real_4: 0.19205504655838013 (0.1975504383444786) | > loss_disc_real_5: 0.1870066225528717 (0.20508521795272827) | > loss_0: 2.1743991374969482 (2.1948745052019754) | > grad_norm_0: tensor(50.7785, device='cuda:0') (tensor(33.2375, device='cuda:0')) | > loss_gen: 2.943518877029419 (2.7768940130869546) | > loss_kl: 1.8856689929962158 (1.8234152396519978) | > loss_feat: 8.717411041259766 (8.299172004063923) | > loss_mel: 13.044321060180664 (13.821601708730062) | > loss_duration: 1.7466033697128296 (1.7163058916727703) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.337522506713867 (28.43738889694214) | > grad_norm_1: tensor(752.6570, device='cuda:0') (tensor(766.2167, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.834 (0.8259220321973165) | > loader_time: 0.0098 (0.010261992613474527)  --> TIME: 2025-05-09 11:09:12 -- STEP: 62/725 -- GLOBAL_STEP: 135100 | > loss_disc: 2.2281112670898438 (2.1927478351900653) | > loss_disc_real_0: 0.18177269399166107 (0.13413871452212334) | > loss_disc_real_1: 0.19813421368598938 (0.19372415999251028) | > loss_disc_real_2: 0.18643392622470856 (0.1877892699933821) | > loss_disc_real_3: 0.2151920199394226 (0.20487076452662867) | > loss_disc_real_4: 0.18325988948345184 (0.195833474157318) | > loss_disc_real_5: 0.22807817161083221 (0.20395208582762753) | > loss_0: 2.2281112670898438 (2.1927478351900653) | > grad_norm_0: tensor(32.2425, device='cuda:0') (tensor(31.6200, device='cuda:0')) | > loss_gen: 2.7264761924743652 (2.7706574509220734) | > loss_kl: 1.6017615795135498 (1.751792025181555) | > loss_feat: 7.937500476837158 (8.401944860335323) | > loss_mel: 12.354413986206055 (13.706177342322565) | > loss_duration: 1.752376675605774 (1.701233809994113) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.372529983520508 (28.3318055060602) | > grad_norm_1: tensor(892.9047, device='cuda:0') (tensor(712.6484, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8534 (0.8477600236092845) | > loader_time: 0.0108 (0.010119326653019074)  --> TIME: 2025-05-09 11:09:55 -- STEP: 112/725 -- GLOBAL_STEP: 135150 | > loss_disc: 2.2152774333953857 (2.2103852182626706) | > loss_disc_real_0: 0.10414895415306091 (0.13669492982860115) | > loss_disc_real_1: 0.2131352424621582 (0.19505871326795646) | > loss_disc_real_2: 0.17436954379081726 (0.18954305137906755) | > loss_disc_real_3: 0.21395546197891235 (0.20404510559248074) | > loss_disc_real_4: 0.2286521941423416 (0.19815534566129958) | > loss_disc_real_5: 0.22786454856395721 (0.2042211699964745) | > loss_0: 2.2152774333953857 (2.2103852182626706) | > grad_norm_0: tensor(45.8610, device='cuda:0') (tensor(34.3766, device='cuda:0')) | > loss_gen: 2.8686633110046387 (2.7683010292904724) | > loss_kl: 1.7575510740280151 (1.7349883615970612) | > loss_feat: 7.767045021057129 (8.283675615276609) | > loss_mel: 12.254881858825684 (13.477496709142413) | > loss_duration: 1.7237229347229004 (1.7067158264773232) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.371864318847656 (27.971177663121903) | > grad_norm_1: tensor(1041.4146, device='cuda:0') (tensor(702.2420, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.815 (0.8513208989586148) | > loader_time: 0.0092 (0.010047569870948792)  --> TIME: 2025-05-09 11:10:38 -- STEP: 162/725 -- GLOBAL_STEP: 135200 | > loss_disc: 2.401210308074951 (2.212917132142149) | > loss_disc_real_0: 0.16681785881519318 (0.13785571315222314) | > loss_disc_real_1: 0.21470080316066742 (0.19490623455724598) | > loss_disc_real_2: 0.2118556648492813 (0.18973692856085153) | > loss_disc_real_3: 0.19483979046344757 (0.20513476725713706) | > loss_disc_real_4: 0.17485329508781433 (0.19820313302823056) | > loss_disc_real_5: 0.23415133357048035 (0.20313220609117438) | > loss_0: 2.401210308074951 (2.212917132142149) | > grad_norm_0: tensor(21.7439, device='cuda:0') (tensor(36.0063, device='cuda:0')) | > loss_gen: 2.471954345703125 (2.7680743314601766) | > loss_kl: 1.827130913734436 (1.7336904929008012) | > loss_feat: 6.222494125366211 (8.276620488107941) | > loss_mel: 11.580557823181152 (13.473504066467285) | > loss_duration: 1.6693127155303955 (1.7061513603469471) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.771451950073242 (27.958040884983394) | > grad_norm_1: tensor(150.7132, device='cuda:0') (tensor(693.9156, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8276 (0.849203774958481) | > loader_time: 0.0127 (0.010016910823774927)  --> TIME: 2025-05-09 11:11:21 -- STEP: 212/725 -- GLOBAL_STEP: 135250 | > loss_disc: 2.2670819759368896 (2.211556313172827) | > loss_disc_real_0: 0.21785062551498413 (0.1382144721892645) | > loss_disc_real_1: 0.18007004261016846 (0.1950558529428716) | > loss_disc_real_2: 0.23852048814296722 (0.18991456194868628) | > loss_disc_real_3: 0.2032087743282318 (0.20495851935361917) | > loss_disc_real_4: 0.2424120455980301 (0.1985144132994256) | > loss_disc_real_5: 0.25678330659866333 (0.20321063809799697) | > loss_0: 2.2670819759368896 (2.211556313172827) | > grad_norm_0: tensor(49.3048, device='cuda:0') (tensor(35.7238, device='cuda:0')) | > loss_gen: 2.9933862686157227 (2.77605400220403) | > loss_kl: 1.6455696821212769 (1.7378185599480036) | > loss_feat: 8.401540756225586 (8.294258169408113) | > loss_mel: 13.296760559082031 (13.471552061584761) | > loss_duration: 1.7035351991653442 (1.7058833308939665) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.04079246520996 (27.985566238187396) | > grad_norm_1: tensor(841.2872, device='cuda:0') (tensor(698.8790, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8444 (0.8485883260672947) | > loader_time: 0.01 (0.01003445094486453)  --> TIME: 2025-05-09 11:12:04 -- STEP: 262/725 -- GLOBAL_STEP: 135300 | > loss_disc: 2.2148690223693848 (2.2126304448105905) | > loss_disc_real_0: 0.07679077237844467 (0.13770162462050678) | > loss_disc_real_1: 0.2218160778284073 (0.1952508773285014) | > loss_disc_real_2: 0.20641587674617767 (0.18989058060727956) | > loss_disc_real_3: 0.24340848624706268 (0.20486345983871068) | > loss_disc_real_4: 0.23074978590011597 (0.19935853904440204) | > loss_disc_real_5: 0.20105630159378052 (0.2032630474285315) | > loss_0: 2.2148690223693848 (2.2126304448105905) | > grad_norm_0: tensor(13.1569, device='cuda:0') (tensor(34.5646, device='cuda:0')) | > loss_gen: 2.7882843017578125 (2.768739894146227) | > loss_kl: 1.7293379306793213 (1.7426333199930555) | > loss_feat: 7.88961124420166 (8.266902550486204) | > loss_mel: 13.045854568481445 (13.455331416530463) | > loss_duration: 1.6839433908462524 (1.7063826431754892) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.13702964782715 (27.93998990532096) | > grad_norm_1: tensor(539.6408, device='cuda:0') (tensor(703.1045, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8804 (0.8468362902866975) | > loader_time: 0.0094 (0.009976598142667586)  --> TIME: 2025-05-09 11:12:46 -- STEP: 312/725 -- GLOBAL_STEP: 135350 | > loss_disc: 2.166813611984253 (2.2126982108904767) | > loss_disc_real_0: 0.10839007794857025 (0.13781372314462292) | > loss_disc_real_1: 0.20008204877376556 (0.19534922930865703) | > loss_disc_real_2: 0.1934928148984909 (0.18987095050322703) | > loss_disc_real_3: 0.21606402099132538 (0.20502825754766282) | > loss_disc_real_4: 0.1919274926185608 (0.19907669813778162) | > loss_disc_real_5: 0.20432142913341522 (0.20298760369993168) | > loss_0: 2.166813611984253 (2.2126982108904767) | > grad_norm_0: tensor(22.6074, device='cuda:0') (tensor(34.7835, device='cuda:0')) | > loss_gen: 2.7315616607666016 (2.7701543768246975) | > loss_kl: 1.7018260955810547 (1.744331718255312) | > loss_feat: 8.248564720153809 (8.250121115109856) | > loss_mel: 13.141847610473633 (13.433709535843287) | > loss_duration: 1.7051129341125488 (1.7049529013725429) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.528913497924805 (27.90326973719475) | > grad_norm_1: tensor(790.7754, device='cuda:0') (tensor(711.1449, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8436 (0.8449896046748528) | > loader_time: 0.0095 (0.009925789557970494)  --> TIME: 2025-05-09 11:13:29 -- STEP: 362/725 -- GLOBAL_STEP: 135400 | > loss_disc: 2.191737651824951 (2.215301931563004) | > loss_disc_real_0: 0.16901782155036926 (0.13830374559974132) | > loss_disc_real_1: 0.20321135222911835 (0.19540799927810262) | > loss_disc_real_2: 0.16752317547798157 (0.18977948932687222) | > loss_disc_real_3: 0.19821391999721527 (0.2050417068090228) | > loss_disc_real_4: 0.2128715068101883 (0.19890638251495632) | > loss_disc_real_5: 0.18049900233745575 (0.2036762497290063) | > loss_0: 2.191737651824951 (2.215301931563004) | > grad_norm_0: tensor(80.6926, device='cuda:0') (tensor(34.6023, device='cuda:0')) | > loss_gen: 2.9407966136932373 (2.7625785012271513) | > loss_kl: 1.7069487571716309 (1.7451292414691566) | > loss_feat: 9.483287811279297 (8.214638774566227) | > loss_mel: 14.971942901611328 (13.385744653354033) | > loss_duration: 1.6473922729492188 (1.7039222384684651) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.750368118286133 (27.812013499644586) | > grad_norm_1: tensor(1087.5256, device='cuda:0') (tensor(718.6696, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8396 (0.8449346353994549) | > loader_time: 0.0094 (0.009921694328771772)  --> TIME: 2025-05-09 11:14:12 -- STEP: 412/725 -- GLOBAL_STEP: 135450 | > loss_disc: 2.3306703567504883 (2.216528927527586) | > loss_disc_real_0: 0.15860195457935333 (0.13902831389523512) | > loss_disc_real_1: 0.2429303079843521 (0.19586424171490563) | > loss_disc_real_2: 0.21434755623340607 (0.1901352982425574) | > loss_disc_real_3: 0.21067382395267487 (0.2050944340677516) | > loss_disc_real_4: 0.22520944476127625 (0.19897014217324635) | > loss_disc_real_5: 0.1689794808626175 (0.2030515339840384) | > loss_0: 2.3306703567504883 (2.216528927527586) | > grad_norm_0: tensor(22.5093, device='cuda:0') (tensor(35.1018, device='cuda:0')) | > loss_gen: 2.6165566444396973 (2.7693333712596333) | > loss_kl: 1.626393437385559 (1.7473576392942263) | > loss_feat: 7.519427299499512 (8.231867130520271) | > loss_mel: 12.366366386413574 (13.424635114021672) | > loss_duration: 1.7011159658432007 (1.7041522351283471) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.82986068725586 (27.877345561981205) | > grad_norm_1: tensor(573.7650, device='cuda:0') (tensor(711.0671, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8573 (0.8444085086433633) | > loader_time: 0.0098 (0.009913953762609982)  --> TIME: 2025-05-09 11:14:55 -- STEP: 462/725 -- GLOBAL_STEP: 135500 | > loss_disc: 2.205092430114746 (2.2168197815036392) | > loss_disc_real_0: 0.14786051213741302 (0.13829564113669826) | > loss_disc_real_1: 0.17785468697547913 (0.19580041304295184) | > loss_disc_real_2: 0.21650846302509308 (0.19024004064726108) | > loss_disc_real_3: 0.19175201654434204 (0.2049702960368875) | > loss_disc_real_4: 0.176839217543602 (0.19916756709158684) | > loss_disc_real_5: 0.20562587678432465 (0.20313753590826344) | > loss_0: 2.205092430114746 (2.2168197815036392) | > grad_norm_0: tensor(53.7072, device='cuda:0') (tensor(34.7925, device='cuda:0')) | > loss_gen: 2.823913812637329 (2.7654474550511408) | > loss_kl: 1.6729533672332764 (1.7433341880897424) | > loss_feat: 8.788228988647461 (8.222410241246727) | > loss_mel: 14.462530136108398 (13.426463374843845) | > loss_duration: 1.7426667213439941 (1.704391639211993) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.490293502807617 (27.86204694772696) | > grad_norm_1: tensor(965.6592, device='cuda:0') (tensor(718.4674, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.7807 (0.844519210584236) | > loader_time: 0.0096 (0.009894661057046998)  --> TIME: 2025-05-09 11:15:38 -- STEP: 512/725 -- GLOBAL_STEP: 135550 | > loss_disc: 2.2409071922302246 (2.2169382183346924) | > loss_disc_real_0: 0.24959507584571838 (0.13852442010102084) | > loss_disc_real_1: 0.17614182829856873 (0.19587876173318353) | > loss_disc_real_2: 0.18710169196128845 (0.19033420941559598) | > loss_disc_real_3: 0.20478861033916473 (0.20487336465157568) | > loss_disc_real_4: 0.1999833881855011 (0.1993238980940078) | > loss_disc_real_5: 0.24482394754886627 (0.20287217420991507) | > loss_0: 2.2409071922302246 (2.2169382183346924) | > grad_norm_0: tensor(54.0747, device='cuda:0') (tensor(35.3012, device='cuda:0')) | > loss_gen: 3.0404000282287598 (2.7674109470099206) | > loss_kl: 1.572668433189392 (1.7414419206324965) | > loss_feat: 8.742862701416016 (8.219492067582893) | > loss_mel: 14.338293075561523 (13.425930887460709) | > loss_duration: 1.6608887910842896 (1.7051502098329365) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.355112075805664 (27.859426047652963) | > grad_norm_1: tensor(688.5319, device='cuda:0') (tensor(723.2154, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8319 (0.8440510188229382) | > loader_time: 0.0094 (0.009879205841571093)  --> TIME: 2025-05-09 11:16:20 -- STEP: 562/725 -- GLOBAL_STEP: 135600 | > loss_disc: 2.173933982849121 (2.2135180898832707) | > loss_disc_real_0: 0.1261320412158966 (0.1378481705404578) | > loss_disc_real_1: 0.1797993779182434 (0.19548779654439227) | > loss_disc_real_2: 0.18411795794963837 (0.1902927368402057) | > loss_disc_real_3: 0.23734314739704132 (0.204706497490406) | > loss_disc_real_4: 0.2043764442205429 (0.19906004491755974) | > loss_disc_real_5: 0.2019151896238327 (0.20219016873221374) | > loss_0: 2.173933982849121 (2.2135180898832707) | > grad_norm_0: tensor(27.6866, device='cuda:0') (tensor(35.3718, device='cuda:0')) | > loss_gen: 2.8213446140289307 (2.772269527258822) | > loss_kl: 1.6962482929229736 (1.7410683790984103) | > loss_feat: 9.113887786865234 (8.240061492682338) | > loss_mel: 14.522734642028809 (13.455872730852448) | > loss_duration: 1.6713945865631104 (1.7053208151746055) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.82560920715332 (27.91459294994531) | > grad_norm_1: tensor(653.8928, device='cuda:0') (tensor(723.3192, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8842 (0.8432452322325247) | > loader_time: 0.0095 (0.009856948648907541)  --> TIME: 2025-05-09 11:17:03 -- STEP: 612/725 -- GLOBAL_STEP: 135650 | > loss_disc: 2.2350220680236816 (2.212265069383423) | > loss_disc_real_0: 0.11542157828807831 (0.13746642810140353) | > loss_disc_real_1: 0.19939763844013214 (0.19546492422133482) | > loss_disc_real_2: 0.18859194219112396 (0.19012174261064313) | > loss_disc_real_3: 0.17855975031852722 (0.20466947385103876) | > loss_disc_real_4: 0.19288073480129242 (0.19880444955786858) | > loss_disc_real_5: 0.16653074324131012 (0.20244151139570996) | > loss_0: 2.2350220680236816 (2.212265069383423) | > grad_norm_0: tensor(15.5046, device='cuda:0') (tensor(35.2086, device='cuda:0')) | > loss_gen: 2.5180981159210205 (2.7712538678661667) | > loss_kl: 1.8743497133255005 (1.7402067223405526) | > loss_feat: 8.180652618408203 (8.247413835494333) | > loss_mel: 12.898906707763672 (13.459774060966149) | > loss_duration: 1.6283211708068848 (1.7047834470381145) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.10032844543457 (27.923431935653188) | > grad_norm_1: tensor(226.8746, device='cuda:0') (tensor(727.5322, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8024 (0.8431497874602772) | > loader_time: 0.0088 (0.009855493610980468)  --> TIME: 2025-05-09 11:17:46 -- STEP: 662/725 -- GLOBAL_STEP: 135700 | > loss_disc: 2.2925379276275635 (2.2095630084279803) | > loss_disc_real_0: 0.18394917249679565 (0.13721509811853885) | > loss_disc_real_1: 0.2405228465795517 (0.19525355823180462) | > loss_disc_real_2: 0.21045324206352234 (0.1898820885763788) | > loss_disc_real_3: 0.21118927001953125 (0.2043550366316317) | > loss_disc_real_4: 0.20045801997184753 (0.19857918158218588) | > loss_disc_real_5: 0.17380444705486298 (0.2023602538148442) | > loss_0: 2.2925379276275635 (2.2095630084279803) | > grad_norm_0: tensor(42.8171, device='cuda:0') (tensor(35.1033, device='cuda:0')) | > loss_gen: 2.770179033279419 (2.7745873214975205) | > loss_kl: 1.7638705968856812 (1.7434159875636375) | > loss_feat: 7.403656482696533 (8.267074837065167) | > loss_mel: 12.068946838378906 (13.47313757461364) | > loss_duration: 1.6989595890045166 (1.705151057315377) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.705612182617188 (27.96336677931587) | > grad_norm_1: tensor(778.3224, device='cuda:0') (tensor(729.6900, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8693 (0.8428433017068039) | > loader_time: 0.0122 (0.009862809382896768)  --> TIME: 2025-05-09 11:18:29 -- STEP: 712/725 -- GLOBAL_STEP: 135750 | > loss_disc: 2.2496209144592285 (2.2104947434717346) | > loss_disc_real_0: 0.098676398396492 (0.1373835761005875) | > loss_disc_real_1: 0.18672803044319153 (0.19532735907378487) | > loss_disc_real_2: 0.1975085586309433 (0.19005486364947285) | > loss_disc_real_3: 0.20485419034957886 (0.2043049643757973) | > loss_disc_real_4: 0.18705615401268005 (0.19864959502069476) | > loss_disc_real_5: 0.19842398166656494 (0.20243941412799143) | > loss_0: 2.2496209144592285 (2.2104947434717346) | > grad_norm_0: tensor(21.2382, device='cuda:0') (tensor(35.1336, device='cuda:0')) | > loss_gen: 2.528024673461914 (2.7752314980110393) | > loss_kl: 1.8442219495773315 (1.7417272811525324) | > loss_feat: 7.721660614013672 (8.262692957781665) | > loss_mel: 12.15085220336914 (13.464960955501947) | > loss_duration: 1.7106940746307373 (1.704641729593277) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.955453872680664 (27.949254408311308) | > grad_norm_1: tensor(549.6030, device='cuda:0') (tensor(724.9883, device='cuda:0')) | > current_lr_0: 0.00019694832910564775 | > current_lr_1: 0.00019694832910564775 | > step_time: 0.8209 (0.843247551261709) | > loader_time: 0.0094 (0.00987481032864431)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.106271505355835 (2.106271505355835) | > loss_disc_real_0: 0.120034359395504 (0.120034359395504) | > loss_disc_real_1: 0.14525096118450165 (0.14525096118450165) | > loss_disc_real_2: 0.24932365119457245 (0.24932365119457245) | > loss_disc_real_3: 0.19686347246170044 (0.19686347246170044) | > loss_disc_real_4: 0.20769107341766357 (0.20769107341766357) | > loss_disc_real_5: 0.2226850837469101 (0.2226850837469101) | > loss_0: 2.106271505355835 (2.106271505355835) | > loss_gen: 2.92480206489563 (2.92480206489563) | > loss_kl: 1.8923923969268799 (1.8923923969268799) | > loss_feat: 9.192228317260742 (9.192228317260742) | > loss_mel: 15.527815818786621 (15.527815818786621) | > loss_duration: 1.6877720355987549 (1.6877720355987549) | > loss_1: 31.225011825561523 (31.225011825561523)  --> STEP: 1 | > loss_disc: 2.29048228263855 (2.29048228263855) | > loss_disc_real_0: 0.12976017594337463 (0.12976017594337463) | > loss_disc_real_1: 0.16291604936122894 (0.16291604936122894) | > loss_disc_real_2: 0.24327601492404938 (0.24327601492404938) | > loss_disc_real_3: 0.2078286111354828 (0.2078286111354828) | > loss_disc_real_4: 0.21437819302082062 (0.21437819302082062) | > loss_disc_real_5: 0.2535385191440582 (0.2535385191440582) | > loss_0: 2.29048228263855 (2.29048228263855) | > loss_gen: 2.5953469276428223 (2.5953469276428223) | > loss_kl: 1.8808034658432007 (1.8808034658432007) | > loss_feat: 7.357510089874268 (7.357510089874268) | > loss_mel: 13.158881187438965 (13.158881187438965) | > loss_duration: 1.7900574207305908 (1.7900574207305908) | > loss_1: 26.7825984954834 (26.7825984954834)  --> STEP: 2 | > loss_disc: 2.2745184898376465 (2.282500386238098) | > loss_disc_real_0: 0.14524340629577637 (0.1375017911195755) | > loss_disc_real_1: 0.17098186910152435 (0.16694895923137665) | > loss_disc_real_2: 0.23132629692554474 (0.23730115592479706) | > loss_disc_real_3: 0.20759202539920807 (0.20771031826734543) | > loss_disc_real_4: 0.20930439233779907 (0.21184129267930984) | > loss_disc_real_5: 0.25394946336746216 (0.2537439912557602) | > loss_0: 2.2745184898376465 (2.282500386238098) | > loss_gen: 2.6339519023895264 (2.6146494150161743) | > loss_kl: 1.8529059886932373 (1.866854727268219) | > loss_feat: 6.913171768188477 (7.135340929031372) | > loss_mel: 12.908984184265137 (13.03393268585205) | > loss_duration: 1.833892583847046 (1.8119750022888184) | > loss_1: 26.142906188964844 (26.46275234222412)  --> STEP: 3 | > loss_disc: 2.1994357109069824 (2.254812161127726) | > loss_disc_real_0: 0.14590391516685486 (0.1403024991353353) | > loss_disc_real_1: 0.16056343913078308 (0.1648204525311788) | > loss_disc_real_2: 0.25967904925346375 (0.2447604537010193) | > loss_disc_real_3: 0.2128487080335617 (0.2094231148560842) | > loss_disc_real_4: 0.1960502713918686 (0.20657761891682944) | > loss_disc_real_5: 0.24106748402118683 (0.24951848884423575) | > loss_0: 2.1994357109069824 (2.254812161127726) | > loss_gen: 2.8776187896728516 (2.702305873235067) | > loss_kl: 1.954933762550354 (1.8962144056955974) | > loss_feat: 8.060373306274414 (7.443685054779053) | > loss_mel: 14.06510066986084 (13.377655347188314) | > loss_duration: 1.7861759662628174 (1.8033753236134846) | > loss_1: 28.744203567504883 (27.223236083984375)  --> STEP: 4 | > loss_disc: 2.3140275478363037 (2.2696160078048706) | > loss_disc_real_0: 0.1297425478696823 (0.13766251131892204) | > loss_disc_real_1: 0.19414877891540527 (0.1721525341272354) | > loss_disc_real_2: 0.24633173644542694 (0.2451532743871212) | > loss_disc_real_3: 0.1845359057188034 (0.203201312571764) | > loss_disc_real_4: 0.19051425158977509 (0.20256177708506584) | > loss_disc_real_5: 0.24895435571670532 (0.24937745556235313) | > loss_0: 2.3140275478363037 (2.2696160078048706) | > loss_gen: 2.581956624984741 (2.6722185611724854) | > loss_kl: 1.8543832302093506 (1.8857566118240356) | > loss_feat: 7.929714202880859 (7.565192341804504) | > loss_mel: 12.978170394897461 (13.2777841091156) | > loss_duration: 1.7078843116760254 (1.7795025706291199) | > loss_1: 27.052108764648438 (27.18045425415039) --> EVAL PERFORMANCE | > avg_loader_time: 0.3074977397918701 (+0.02525550127029419) | > avg_loss_disc: 2.2696160078048706 (+0.028617799282073975) | > avg_loss_disc_real_0: 0.13766251131892204 (-0.05122234672307968) | > avg_loss_disc_real_1: 0.1721525341272354 (+0.001823466271162033) | > avg_loss_disc_real_2: 0.2451532743871212 (+0.029030706733465195) | > avg_loss_disc_real_3: 0.203201312571764 (-0.021018002182245255) | > avg_loss_disc_real_4: 0.20256177708506584 (-0.029181476682424545) | > avg_loss_disc_real_5: 0.24937745556235313 (-0.00370890274643898) | > avg_loss_0: 2.2696160078048706 (+0.028617799282073975) | > avg_loss_gen: 2.6722185611724854 (-0.3273136019706726) | > avg_loss_kl: 1.8857566118240356 (-0.11957880854606628) | > avg_loss_feat: 7.565192341804504 (-0.4329254627227783) | > avg_loss_mel: 13.2777841091156 (-0.29624319076538086) | > avg_loss_duration: 1.7795025706291199 (-0.01255577802658081) | > avg_loss_1: 27.18045425415039 (-1.1886167526245117)  > EPOCH: 124/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 11:18:46)   --> TIME: 2025-05-09 11:19:20 -- STEP: 37/725 -- GLOBAL_STEP: 135800 | > loss_disc: 2.240522623062134 (2.1679639526315637) | > loss_disc_real_0: 0.16689042747020721 (0.12481386435998452) | > loss_disc_real_1: 0.1746702790260315 (0.19295094504549698) | > loss_disc_real_2: 0.18300677835941315 (0.18813021360216914) | > loss_disc_real_3: 0.1757398098707199 (0.20062194522973653) | > loss_disc_real_4: 0.19182991981506348 (0.2013834138979783) | > loss_disc_real_5: 0.17725130915641785 (0.19965492470844373) | > loss_0: 2.240522623062134 (2.1679639526315637) | > grad_norm_0: tensor(55.9255, device='cuda:0') (tensor(38.6137, device='cuda:0')) | > loss_gen: 2.566483974456787 (2.8369434395351925) | > loss_kl: 1.702116847038269 (1.6768326727119651) | > loss_feat: 7.495791435241699 (8.585471952283703) | > loss_mel: 11.486817359924316 (14.02379914876577) | > loss_duration: 1.708632469177246 (1.696208361032847) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.959842681884766 (28.819255725757497) | > grad_norm_1: tensor(703.2025, device='cuda:0') (tensor(792.5772, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.848 (0.8450089531975824) | > loader_time: 0.0096 (0.010466878478591507)  --> TIME: 2025-05-09 11:20:03 -- STEP: 87/725 -- GLOBAL_STEP: 135850 | > loss_disc: 2.1000566482543945 (2.187347562833764) | > loss_disc_real_0: 0.12473388761281967 (0.1322917962211302) | > loss_disc_real_1: 0.1897631734609604 (0.1938459857784469) | > loss_disc_real_2: 0.1896268129348755 (0.18812004930671605) | > loss_disc_real_3: 0.17455963790416718 (0.20185621853532462) | > loss_disc_real_4: 0.18844494223594666 (0.19899508648220146) | > loss_disc_real_5: 0.18821243941783905 (0.20098059067780943) | > loss_0: 2.1000566482543945 (2.187347562833764) | > grad_norm_0: tensor(45.9827, device='cuda:0') (tensor(37.5261, device='cuda:0')) | > loss_gen: 2.8935606479644775 (2.8082103592225875) | > loss_kl: 1.6524736881256104 (1.705757353497648) | > loss_feat: 8.592253684997559 (8.413754518004675) | > loss_mel: 14.21955680847168 (13.682689283085965) | > loss_duration: 1.6670666933059692 (1.6992885764987988) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.02490997314453 (28.309700209518958) | > grad_norm_1: tensor(923.6491, device='cuda:0') (tensor(773.6678, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8283 (0.8482834772131909) | > loader_time: 0.0102 (0.010098128483213231)  --> TIME: 2025-05-09 11:20:47 -- STEP: 137/725 -- GLOBAL_STEP: 135900 | > loss_disc: 2.116844892501831 (2.190184949958411) | > loss_disc_real_0: 0.12659195065498352 (0.13459629647053076) | > loss_disc_real_1: 0.19551920890808105 (0.19390299546457554) | > loss_disc_real_2: 0.16869881749153137 (0.18811594928703168) | > loss_disc_real_3: 0.20505061745643616 (0.20275528000219026) | > loss_disc_real_4: 0.19361215829849243 (0.19829966432421745) | > loss_disc_real_5: 0.23871426284313202 (0.2010965421252007) | > loss_0: 2.116844892501831 (2.190184949958411) | > grad_norm_0: tensor(22.5297, device='cuda:0') (tensor(36.6801, device='cuda:0')) | > loss_gen: 2.8070976734161377 (2.808454351703616) | > loss_kl: 1.8419462442398071 (1.7107391131185272) | > loss_feat: 9.457826614379883 (8.42119796432718) | > loss_mel: 14.247865676879883 (13.631203825456383) | > loss_duration: 1.6812437772750854 (1.7019452604934246) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.035980224609375 (28.27354059428194) | > grad_norm_1: tensor(679.6660, device='cuda:0') (tensor(785.5531, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8128 (0.8517417368227548) | > loader_time: 0.0088 (0.009990505928540755)  --> TIME: 2025-05-09 11:21:30 -- STEP: 187/725 -- GLOBAL_STEP: 135950 | > loss_disc: 2.279684543609619 (2.195327513358172) | > loss_disc_real_0: 0.11529746651649475 (0.1361841980547191) | > loss_disc_real_1: 0.2011764645576477 (0.19359317533472647) | > loss_disc_real_2: 0.1941414177417755 (0.1882516116222596) | > loss_disc_real_3: 0.1914558857679367 (0.20251703102958402) | > loss_disc_real_4: 0.18675605952739716 (0.19886125671991045) | > loss_disc_real_5: 0.20070485770702362 (0.2013590229067573) | > loss_0: 2.279684543609619 (2.195327513358172) | > grad_norm_0: tensor(17.0303, device='cuda:0') (tensor(37.5256, device='cuda:0')) | > loss_gen: 2.620368003845215 (2.7986214058921934) | > loss_kl: 1.9409151077270508 (1.718393269707175) | > loss_feat: 7.954709053039551 (8.378392913124772) | > loss_mel: 13.236784934997559 (13.55183641668309) | > loss_duration: 1.7202521562576294 (1.7030103793118727) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.47303009033203 (28.1502544892663) | > grad_norm_1: tensor(762.0477, device='cuda:0') (tensor(777.4634, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8408 (0.8500659822780181) | > loader_time: 0.0101 (0.009919404983520513)  --> TIME: 2025-05-09 11:22:13 -- STEP: 237/725 -- GLOBAL_STEP: 136000 | > loss_disc: 2.1933505535125732 (2.1977208017799907) | > loss_disc_real_0: 0.11706846207380295 (0.13681308664224306) | > loss_disc_real_1: 0.18502968549728394 (0.19439083300059357) | > loss_disc_real_2: 0.18437770009040833 (0.18848686454668326) | > loss_disc_real_3: 0.2254486382007599 (0.20295227246696945) | > loss_disc_real_4: 0.2229134738445282 (0.19875205977808066) | > loss_disc_real_5: 0.20911046862602234 (0.2014037832806382) | > loss_0: 2.1933505535125732 (2.1977208017799907) | > grad_norm_0: tensor(43.0162, device='cuda:0') (tensor(37.4164, device='cuda:0')) | > loss_gen: 2.7018370628356934 (2.7922935002966773) | > loss_kl: 1.5907341241836548 (1.7170955148930291) | > loss_feat: 7.540661334991455 (8.339906445032438) | > loss_mel: 13.868264198303223 (13.504163697802062) | > loss_duration: 1.6991138458251953 (1.7026012733515807) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.400611877441406 (28.056060541531206) | > grad_norm_1: tensor(298.8631, device='cuda:0') (tensor(769.5427, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8062 (0.84984437725212) | > loader_time: 0.0102 (0.009930483902556986) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_136000.pth  --> TIME: 2025-05-09 11:22:58 -- STEP: 287/725 -- GLOBAL_STEP: 136050 | > loss_disc: 2.164226531982422 (2.2015462798108607) | > loss_disc_real_0: 0.13505014777183533 (0.1364678542684594) | > loss_disc_real_1: 0.18013638257980347 (0.19464647126114748) | > loss_disc_real_2: 0.20591935515403748 (0.1893859873249971) | > loss_disc_real_3: 0.20694874227046967 (0.20299166643453395) | > loss_disc_real_4: 0.20676347613334656 (0.19897441581566563) | > loss_disc_real_5: 0.19537821412086487 (0.20178431018096643) | > loss_0: 2.164226531982422 (2.2015462798108607) | > grad_norm_0: tensor(38.4794, device='cuda:0') (tensor(36.4957, device='cuda:0')) | > loss_gen: 2.8289880752563477 (2.7838899399760697) | > loss_kl: 1.7052901983261108 (1.7188052653435633) | > loss_feat: 7.898647785186768 (8.284507600272578) | > loss_mel: 13.517578125 (13.468118371863811) | > loss_duration: 1.7188329696655273 (1.703333188017071) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.66933822631836 (27.958654503373737) | > grad_norm_1: tensor(987.6950, device='cuda:0') (tensor(760.4863, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.7986 (0.8478310573391797) | > loader_time: 0.0093 (0.009948502849618734)  --> TIME: 2025-05-09 11:23:41 -- STEP: 337/725 -- GLOBAL_STEP: 136100 | > loss_disc: 2.2543771266937256 (2.206414989972325) | > loss_disc_real_0: 0.13385716080665588 (0.13749660803585434) | > loss_disc_real_1: 0.19775380194187164 (0.19477603745920372) | > loss_disc_real_2: 0.1988552212715149 (0.18989641128732482) | > loss_disc_real_3: 0.20420332252979279 (0.20300852270791367) | > loss_disc_real_4: 0.20742952823638916 (0.19946993856472495) | > loss_disc_real_5: 0.19543734192848206 (0.20210609688956951) | > loss_0: 2.2543771266937256 (2.206414989972325) | > grad_norm_0: tensor(21.0487, device='cuda:0') (tensor(36.8433, device='cuda:0')) | > loss_gen: 2.5132718086242676 (2.7772010334875152) | > loss_kl: 1.8409826755523682 (1.7140390073510234) | > loss_feat: 7.323127746582031 (8.254432488619754) | > loss_mel: 12.445008277893066 (13.457532772324553) | > loss_duration: 1.6875205039978027 (1.7023428034711663) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.809911727905273 (27.90554823719783) | > grad_norm_1: tensor(489.4514, device='cuda:0') (tensor(751.3773, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8651 (0.8470135378908333) | > loader_time: 0.01 (0.009914526953541565)  --> TIME: 2025-05-09 11:24:23 -- STEP: 387/725 -- GLOBAL_STEP: 136150 | > loss_disc: 2.196989059448242 (2.2053163430487444) | > loss_disc_real_0: 0.1073262020945549 (0.13730999003393074) | > loss_disc_real_1: 0.20908024907112122 (0.1943753164945031) | > loss_disc_real_2: 0.22498399019241333 (0.18973513563628044) | > loss_disc_real_3: 0.19319242238998413 (0.2032376716842331) | > loss_disc_real_4: 0.2213788479566574 (0.19922618275310944) | > loss_disc_real_5: 0.2116633951663971 (0.20250386396273787) | > loss_0: 2.196989059448242 (2.2053163430487444) | > grad_norm_0: tensor(31.9274, device='cuda:0') (tensor(36.0481, device='cuda:0')) | > loss_gen: 2.8873987197875977 (2.7767562890853665) | > loss_kl: 1.6143345832824707 (1.7154707132383835) | > loss_feat: 8.650246620178223 (8.24950030669377) | > loss_mel: 13.96103572845459 (13.447650926673747) | > loss_duration: 1.7729182243347168 (1.7026461239625008) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.88593292236328 (27.89202447639879) | > grad_norm_1: tensor(888.5559, device='cuda:0') (tensor(752.8586, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8326 (0.8464187436017572) | > loader_time: 0.0094 (0.009869355563969577)  --> TIME: 2025-05-09 11:25:06 -- STEP: 437/725 -- GLOBAL_STEP: 136200 | > loss_disc: 2.0710248947143555 (2.204554646184297) | > loss_disc_real_0: 0.0914851725101471 (0.1382122886978788) | > loss_disc_real_1: 0.16941849887371063 (0.19428793253969548) | > loss_disc_real_2: 0.19521184265613556 (0.18929031163931445) | > loss_disc_real_3: 0.22021910548210144 (0.2033098551787828) | > loss_disc_real_4: 0.22035987675189972 (0.19902137620907348) | > loss_disc_real_5: 0.2315114140510559 (0.20226612670061525) | > loss_0: 2.0710248947143555 (2.204554646184297) | > grad_norm_0: tensor(18.1692, device='cuda:0') (tensor(36.3027, device='cuda:0')) | > loss_gen: 2.8602471351623535 (2.7849989537516215) | > loss_kl: 1.6916531324386597 (1.7202270560188206) | > loss_feat: 9.410038948059082 (8.284143514436764) | > loss_mel: 15.257355690002441 (13.461165687857827) | > loss_duration: 1.6582516431808472 (1.7027198261745462) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.877544403076172 (27.95325511871268) | > grad_norm_1: tensor(622.3967, device='cuda:0') (tensor(739.3965, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8864 (0.8455921032335992) | > loader_time: 0.0098 (0.009820155202660462)  --> TIME: 2025-05-09 11:25:49 -- STEP: 487/725 -- GLOBAL_STEP: 136250 | > loss_disc: 2.2401039600372314 (2.2060901041637955) | > loss_disc_real_0: 0.12259266525506973 (0.13799693589949746) | > loss_disc_real_1: 0.2024095505475998 (0.19427493581781644) | > loss_disc_real_2: 0.21432386338710785 (0.1893813991020348) | > loss_disc_real_3: 0.20848502218723297 (0.2034412693744812) | > loss_disc_real_4: 0.21886496245861053 (0.19871445685563874) | > loss_disc_real_5: 0.20421192049980164 (0.20288338544310003) | > loss_0: 2.2401039600372314 (2.2060901041637955) | > grad_norm_0: tensor(26.3181, device='cuda:0') (tensor(35.6908, device='cuda:0')) | > loss_gen: 2.688711643218994 (2.7778084596324493) | > loss_kl: 1.781165361404419 (1.7253366855625254) | > loss_feat: 7.1742753982543945 (8.270735861094824) | > loss_mel: 12.334349632263184 (13.465097491990855) | > loss_duration: 1.689494013786316 (1.703271704532772) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.66799545288086 (27.942250261561338) | > grad_norm_1: tensor(762.4886, device='cuda:0') (tensor(739.7050, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8022 (0.8459031738539741) | > loader_time: 0.0095 (0.009816636295044447)  --> TIME: 2025-05-09 11:26:32 -- STEP: 537/725 -- GLOBAL_STEP: 136300 | > loss_disc: 2.24324893951416 (2.20753627516038) | > loss_disc_real_0: 0.1535043865442276 (0.13856987338825302) | > loss_disc_real_1: 0.21245518326759338 (0.1940453631640369) | > loss_disc_real_2: 0.23490649461746216 (0.1896037474912861) | > loss_disc_real_3: 0.21279272437095642 (0.2033999146307425) | > loss_disc_real_4: 0.17060229182243347 (0.1987861511427596) | > loss_disc_real_5: 0.25326499342918396 (0.20309449160676213) | > loss_0: 2.24324893951416 (2.20753627516038) | > grad_norm_0: tensor(40.3784, device='cuda:0') (tensor(35.6432, device='cuda:0')) | > loss_gen: 2.753662109375 (2.7753043001590485) | > loss_kl: 1.5382366180419922 (1.7279265812655402) | > loss_feat: 8.257255554199219 (8.258041409362852) | > loss_mel: 13.087865829467773 (13.461192589232372) | > loss_duration: 1.7268692255020142 (1.7040981203040153) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.363889694213867 (27.926563049827873) | > grad_norm_1: tensor(819.3269, device='cuda:0') (tensor(738.3319, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8444 (0.8456941086042749) | > loader_time: 0.0094 (0.00981267382090762)  --> TIME: 2025-05-09 11:27:15 -- STEP: 587/725 -- GLOBAL_STEP: 136350 | > loss_disc: 2.0875327587127686 (2.2070427302404414) | > loss_disc_real_0: 0.1243557557463646 (0.13896020532314365) | > loss_disc_real_1: 0.1714532971382141 (0.19384179166573687) | > loss_disc_real_2: 0.16594424843788147 (0.18929171051950633) | > loss_disc_real_3: 0.18487446010112762 (0.2036062721956324) | > loss_disc_real_4: 0.175974041223526 (0.1988092421774563) | > loss_disc_real_5: 0.1783887892961502 (0.20269575933378436) | > loss_0: 2.0875327587127686 (2.2070427302404414) | > grad_norm_0: tensor(20.6870, device='cuda:0') (tensor(35.4542, device='cuda:0')) | > loss_gen: 2.840906858444214 (2.7747616987212145) | > loss_kl: 1.6970473527908325 (1.7291071008782972) | > loss_feat: 8.842093467712402 (8.262441475915344) | > loss_mel: 13.398940086364746 (13.467953912647243) | > loss_duration: 1.6859744787216187 (1.7036611873409) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.4649600982666 (27.937925439473922) | > grad_norm_1: tensor(905.0222, device='cuda:0') (tensor(732.7640, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.851 (0.8450511505087961) | > loader_time: 0.0097 (0.009795727477975354)  --> TIME: 2025-05-09 11:27:57 -- STEP: 637/725 -- GLOBAL_STEP: 136400 | > loss_disc: 2.144878625869751 (2.2081998637182947) | > loss_disc_real_0: 0.11520712077617645 (0.1387925468958342) | > loss_disc_real_1: 0.18935732543468475 (0.19397208038454344) | > loss_disc_real_2: 0.17990629374980927 (0.1894129271176022) | > loss_disc_real_3: 0.20100972056388855 (0.20390334002544971) | > loss_disc_real_4: 0.19722077250480652 (0.19885198421062814) | > loss_disc_real_5: 0.1803760975599289 (0.2027966941310623) | > loss_0: 2.144878625869751 (2.2081998637182947) | > grad_norm_0: tensor(46.5632, device='cuda:0') (tensor(35.5331, device='cuda:0')) | > loss_gen: 2.9588894844055176 (2.7756039220459585) | > loss_kl: 1.7381716966629028 (1.7253033355042167) | > loss_feat: 9.486064910888672 (8.264148699432564) | > loss_mel: 14.461873054504395 (13.473133819256686) | > loss_duration: 1.6768310070037842 (1.7033044094193488) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.321828842163086 (27.941494230572808) | > grad_norm_1: tensor(967.7981, device='cuda:0') (tensor(731.0125, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.8326 (0.8448273416965311) | > loader_time: 0.0095 (0.009786534721099048)  --> TIME: 2025-05-09 11:28:40 -- STEP: 687/725 -- GLOBAL_STEP: 136450 | > loss_disc: 2.2616350650787354 (2.208231373471811) | > loss_disc_real_0: 0.1400681436061859 (0.13868254542437544) | > loss_disc_real_1: 0.178488627076149 (0.19400802888030394) | > loss_disc_real_2: 0.20782384276390076 (0.18949527402979144) | > loss_disc_real_3: 0.2140836864709854 (0.20384444400472937) | > loss_disc_real_4: 0.17724935710430145 (0.1989779831106833) | > loss_disc_real_5: 0.1733740121126175 (0.20253172026624508) | > loss_0: 2.2616350650787354 (2.208231373471811) | > grad_norm_0: tensor(21.4998, device='cuda:0') (tensor(35.2889, device='cuda:0')) | > loss_gen: 2.6262989044189453 (2.7746732467473683) | > loss_kl: 1.877333164215088 (1.7245240815341727) | > loss_feat: 8.46828842163086 (8.262369816653772) | > loss_mel: 13.301567077636719 (13.471621681335527) | > loss_duration: 1.6882390975952148 (1.70330133830269) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.961727142333984 (27.936490221315076) | > grad_norm_1: tensor(466.6306, device='cuda:0') (tensor(728.8575, device='cuda:0')) | > current_lr_0: 0.00019692371056450955 | > current_lr_1: 0.00019692371056450955 | > step_time: 0.86 (0.8440148844295541) | > loader_time: 0.0103 (0.009780398969914027)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2120261192321777 (2.2120261192321777) | > loss_disc_real_0: 0.16846638917922974 (0.16846638917922974) | > loss_disc_real_1: 0.1722050905227661 (0.1722050905227661) | > loss_disc_real_2: 0.16278763115406036 (0.16278763115406036) | > loss_disc_real_3: 0.17698971927165985 (0.17698971927165985) | > loss_disc_real_4: 0.23486696183681488 (0.23486696183681488) | > loss_disc_real_5: 0.21409204602241516 (0.21409204602241516) | > loss_0: 2.2120261192321777 (2.2120261192321777) | > loss_gen: 2.6690406799316406 (2.6690406799316406) | > loss_kl: 2.1049797534942627 (2.1049797534942627) | > loss_feat: 8.618254661560059 (8.618254661560059) | > loss_mel: 13.958104133605957 (13.958104133605957) | > loss_duration: 1.6973445415496826 (1.6973445415496826) | > loss_1: 29.0477237701416 (29.0477237701416)  --> STEP: 1 | > loss_disc: 2.1453182697296143 (2.1453182697296143) | > loss_disc_real_0: 0.15672381222248077 (0.15672381222248077) | > loss_disc_real_1: 0.16180923581123352 (0.16180923581123352) | > loss_disc_real_2: 0.14172478020191193 (0.14172478020191193) | > loss_disc_real_3: 0.16884849965572357 (0.16884849965572357) | > loss_disc_real_4: 0.2203829288482666 (0.2203829288482666) | > loss_disc_real_5: 0.23825296759605408 (0.23825296759605408) | > loss_0: 2.1453182697296143 (2.1453182697296143) | > loss_gen: 2.7772932052612305 (2.7772932052612305) | > loss_kl: 2.072434186935425 (2.072434186935425) | > loss_feat: 8.518892288208008 (8.518892288208008) | > loss_mel: 14.99520492553711 (14.99520492553711) | > loss_duration: 1.7854392528533936 (1.7854392528533936) | > loss_1: 30.14926528930664 (30.14926528930664)  --> STEP: 2 | > loss_disc: 2.2790961265563965 (2.2122071981430054) | > loss_disc_real_0: 0.17223836481571198 (0.16448108851909637) | > loss_disc_real_1: 0.17333339154720306 (0.1675713136792183) | > loss_disc_real_2: 0.16892114281654358 (0.15532296150922775) | > loss_disc_real_3: 0.1863199919462204 (0.17758424580097198) | > loss_disc_real_4: 0.24599939584732056 (0.23319116234779358) | > loss_disc_real_5: 0.2275504469871521 (0.2329017072916031) | > loss_0: 2.2790961265563965 (2.2122071981430054) | > loss_gen: 2.5965864658355713 (2.686939835548401) | > loss_kl: 1.9228373765945435 (1.9976357817649841) | > loss_feat: 7.635443210601807 (8.077167749404907) | > loss_mel: 12.322442054748535 (13.658823490142822) | > loss_duration: 1.8521580696105957 (1.8187986612319946) | > loss_1: 26.329465866088867 (28.239365577697754)  --> STEP: 3 | > loss_disc: 2.2923169136047363 (2.238910436630249) | > loss_disc_real_0: 0.18036501109600067 (0.16977572937806448) | > loss_disc_real_1: 0.17442528903484344 (0.16985597213109335) | > loss_disc_real_2: 0.1531650573015213 (0.15460366010665894) | > loss_disc_real_3: 0.1838020533323288 (0.17965684831142426) | > loss_disc_real_4: 0.25989505648612976 (0.24209246039390564) | > loss_disc_real_5: 0.20641596615314484 (0.224073126912117) | > loss_0: 2.2923169136047363 (2.238910436630249) | > loss_gen: 2.55379319190979 (2.6425576210021973) | > loss_kl: 1.96685791015625 (1.9873764912287395) | > loss_feat: 7.418597221374512 (7.857644240061442) | > loss_mel: 13.010370254516602 (13.442672411600748) | > loss_duration: 1.8016070127487183 (1.813068111737569) | > loss_1: 26.751224517822266 (27.743318557739258)  --> STEP: 4 | > loss_disc: 2.360507011413574 (2.2693095803260803) | > loss_disc_real_0: 0.20189693570137024 (0.17780603095889091) | > loss_disc_real_1: 0.19457365572452545 (0.17603539302945137) | > loss_disc_real_2: 0.1643676459789276 (0.1570446565747261) | > loss_disc_real_3: 0.18332339823246002 (0.1805734857916832) | > loss_disc_real_4: 0.2639124393463135 (0.2475474551320076) | > loss_disc_real_5: 0.24467645585536957 (0.22922395914793015) | > loss_0: 2.360507011413574 (2.2693095803260803) | > loss_gen: 2.628009796142578 (2.6389206647872925) | > loss_kl: 1.9341192245483398 (1.9740621745586395) | > loss_feat: 6.169222354888916 (7.4355387687683105) | > loss_mel: 11.61704158782959 (12.986264705657959) | > loss_duration: 1.7547063827514648 (1.798477679491043) | > loss_1: 24.103099822998047 (26.833263874053955) --> EVAL PERFORMANCE | > avg_loader_time: 0.27628326416015625 (-0.031214475631713867) | > avg_loss_disc: 2.2693095803260803 (-0.0003064274787902832) | > avg_loss_disc_real_0: 0.17780603095889091 (+0.04014351963996887) | > avg_loss_disc_real_1: 0.17603539302945137 (+0.0038828589022159576) | > avg_loss_disc_real_2: 0.1570446565747261 (-0.0881086178123951) | > avg_loss_disc_real_3: 0.1805734857916832 (-0.022627826780080795) | > avg_loss_disc_real_4: 0.2475474551320076 (+0.04498567804694176) | > avg_loss_disc_real_5: 0.22922395914793015 (-0.02015349641442299) | > avg_loss_0: 2.2693095803260803 (-0.0003064274787902832) | > avg_loss_gen: 2.6389206647872925 (-0.03329789638519287) | > avg_loss_kl: 1.9740621745586395 (+0.08830556273460388) | > avg_loss_feat: 7.4355387687683105 (-0.12965357303619385) | > avg_loss_mel: 12.986264705657959 (-0.2915194034576416) | > avg_loss_duration: 1.798477679491043 (+0.018975108861923218) | > avg_loss_1: 26.833263874053955 (-0.34719038009643555)  > EPOCH: 125/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 11:29:18)   --> TIME: 2025-05-09 11:29:30 -- STEP: 12/725 -- GLOBAL_STEP: 136500 | > loss_disc: 2.2834060192108154 (2.190524617830912) | > loss_disc_real_0: 0.20165516436100006 (0.12212926956514518) | > loss_disc_real_1: 0.20886379480361938 (0.19774120673537254) | > loss_disc_real_2: 0.1769966334104538 (0.18821285665035248) | > loss_disc_real_3: 0.2147534042596817 (0.20706010734041533) | > loss_disc_real_4: 0.16912555694580078 (0.19523084039489427) | > loss_disc_real_5: 0.17656074464321136 (0.20045400162537894) | > loss_0: 2.2834060192108154 (2.190524617830912) | > grad_norm_0: tensor(82.6666, device='cuda:0') (tensor(31.6153, device='cuda:0')) | > loss_gen: 2.8021128177642822 (2.809361696243286) | > loss_kl: 1.9533777236938477 (1.7427940766016643) | > loss_feat: 8.477496147155762 (8.384056766827902) | > loss_mel: 14.141602516174316 (13.672886768976847) | > loss_duration: 1.7285324335098267 (1.710269073645274) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.103120803833008 (28.319368680318195) | > grad_norm_1: tensor(952.7663, device='cuda:0') (tensor(566.9374, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8471 (0.8357504606246948) | > loader_time: 0.0093 (0.010387301445007324)  --> TIME: 2025-05-09 11:30:14 -- STEP: 62/725 -- GLOBAL_STEP: 136550 | > loss_disc: 2.3925130367279053 (2.1797823963626737) | > loss_disc_real_0: 0.1231437399983406 (0.12914860056292626) | > loss_disc_real_1: 0.21310336887836456 (0.19421839257401805) | > loss_disc_real_2: 0.2149323970079422 (0.18925704951247863) | > loss_disc_real_3: 0.19579626619815826 (0.20391362713229272) | > loss_disc_real_4: 0.18363653123378754 (0.19559372336633743) | > loss_disc_real_5: 0.1871473491191864 (0.1994781568646431) | > loss_0: 2.3925130367279053 (2.1797823963626737) | > grad_norm_0: tensor(30.7580, device='cuda:0') (tensor(33.0766, device='cuda:0')) | > loss_gen: 2.474137783050537 (2.8162933434209516) | > loss_kl: 1.5449483394622803 (1.726021957012915) | > loss_feat: 7.38316535949707 (8.442496299743658) | > loss_mel: 11.734956741333008 (13.53147328284479) | > loss_duration: 1.7625694274902344 (1.7006463773788945) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.899778366088867 (28.21693125078755) | > grad_norm_1: tensor(709.0834, device='cuda:0') (tensor(725.7833, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8364 (0.8502939785680463) | > loader_time: 0.0102 (0.01026791141879174)  --> TIME: 2025-05-09 11:30:57 -- STEP: 112/725 -- GLOBAL_STEP: 136600 | > loss_disc: 2.5215158462524414 (2.1990866863301806) | > loss_disc_real_0: 0.17819030582904816 (0.13553522440737906) | > loss_disc_real_1: 0.19317559897899628 (0.19461488564099585) | > loss_disc_real_2: 0.20597709715366364 (0.1894981356869851) | > loss_disc_real_3: 0.21840302646160126 (0.20386997517198324) | > loss_disc_real_4: 0.22595076262950897 (0.1962928944932563) | > loss_disc_real_5: 0.23739077150821686 (0.20101653052760024) | > loss_0: 2.5215158462524414 (2.1990866863301806) | > grad_norm_0: tensor(20.1237, device='cuda:0') (tensor(32.4553, device='cuda:0')) | > loss_gen: 2.253694772720337 (2.786398212824549) | > loss_kl: 1.7609286308288574 (1.7372001984289713) | > loss_feat: 4.998272895812988 (8.27982484868595) | > loss_mel: 9.123567581176758 (13.362477813448224) | > loss_duration: 1.7148091793060303 (1.7044841625860758) | > amp_scaler: 128.0 (128.0) | > loss_1: 19.851272583007812 (27.870385238102504) | > grad_norm_1: tensor(293.6689, device='cuda:0') (tensor(710.0657, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8173 (0.8485124175037656) | > loader_time: 0.0097 (0.010038739868572778)  --> TIME: 2025-05-09 11:31:40 -- STEP: 162/725 -- GLOBAL_STEP: 136650 | > loss_disc: 2.3138492107391357 (2.208043125676519) | > loss_disc_real_0: 0.09099160134792328 (0.1402754581728834) | > loss_disc_real_1: 0.1957760751247406 (0.19480340891046286) | > loss_disc_real_2: 0.20291325449943542 (0.18973955180909893) | > loss_disc_real_3: 0.21744771301746368 (0.20439584231303062) | > loss_disc_real_4: 0.214854896068573 (0.1969691437703592) | > loss_disc_real_5: 0.2348438799381256 (0.2007153566788745) | > loss_0: 2.3138492107391357 (2.208043125676519) | > grad_norm_0: tensor(18.8913, device='cuda:0') (tensor(34.2498, device='cuda:0')) | > loss_gen: 2.6775972843170166 (2.7852940706559153) | > loss_kl: 1.6859312057495117 (1.7341304230101315) | > loss_feat: 8.099663734436035 (8.284572186293433) | > loss_mel: 13.234640121459961 (13.391021369416038) | > loss_duration: 1.6733723878860474 (1.7048885623613994) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.371204376220703 (27.899906711813845) | > grad_norm_1: tensor(626.7052, device='cuda:0') (tensor(701.9818, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8254 (0.8499300421020131) | > loader_time: 0.0099 (0.010006183459434981)  --> TIME: 2025-05-09 11:32:23 -- STEP: 212/725 -- GLOBAL_STEP: 136700 | > loss_disc: 2.1445491313934326 (2.209786826147222) | > loss_disc_real_0: 0.13625743985176086 (0.14059133223205245) | > loss_disc_real_1: 0.15816982090473175 (0.1946650448272813) | > loss_disc_real_2: 0.192331925034523 (0.18999370834175142) | > loss_disc_real_3: 0.20095917582511902 (0.20407325837690876) | > loss_disc_real_4: 0.23338647186756134 (0.1973396586078518) | > loss_disc_real_5: 0.20497918128967285 (0.2011462535076547) | > loss_0: 2.1445491313934326 (2.209786826147222) | > grad_norm_0: tensor(32.0072, device='cuda:0') (tensor(34.4175, device='cuda:0')) | > loss_gen: 2.905630111694336 (2.781106840889407) | > loss_kl: 1.771746277809143 (1.7342662968725528) | > loss_feat: 8.661905288696289 (8.283388142315857) | > loss_mel: 13.651512145996094 (13.411561435123659) | > loss_duration: 1.7120293378829956 (1.7045451093394801) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.702821731567383 (27.91486789595406) | > grad_norm_1: tensor(815.7858, device='cuda:0') (tensor(697.3383, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8327 (0.8494829557976633) | > loader_time: 0.0097 (0.009933045450246567)  --> TIME: 2025-05-09 11:33:06 -- STEP: 262/725 -- GLOBAL_STEP: 136750 | > loss_disc: 2.1411163806915283 (2.2109939801783955) | > loss_disc_real_0: 0.10545472055673599 (0.139056783596068) | > loss_disc_real_1: 0.18320049345493317 (0.19552850490080492) | > loss_disc_real_2: 0.18478134274482727 (0.19002547541647463) | > loss_disc_real_3: 0.19167360663414001 (0.20420115048648746) | > loss_disc_real_4: 0.17810115218162537 (0.19840356724635336) | > loss_disc_real_5: 0.18585745990276337 (0.20136212165119088) | > loss_0: 2.1411163806915283 (2.2109939801783955) | > grad_norm_0: tensor(28.2455, device='cuda:0') (tensor(34.5909, device='cuda:0')) | > loss_gen: 2.7674660682678223 (2.7810703142908677) | > loss_kl: 1.8074449300765991 (1.7384964955672053) | > loss_feat: 8.331426620483398 (8.28695986471104) | > loss_mel: 13.654130935668945 (13.426143369601883) | > loss_duration: 1.6935019493103027 (1.7056629584945795) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.253971099853516 (27.938333103674967) | > grad_norm_1: tensor(785.1336, device='cuda:0') (tensor(706.8347, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8639 (0.8480394468962692) | > loader_time: 0.0107 (0.009948810548272758)  --> TIME: 2025-05-09 11:33:49 -- STEP: 312/725 -- GLOBAL_STEP: 136800 | > loss_disc: 2.059450387954712 (2.213270267997033) | > loss_disc_real_0: 0.12960189580917358 (0.13925119959868681) | > loss_disc_real_1: 0.1961681991815567 (0.1956142263057139) | > loss_disc_real_2: 0.19028547406196594 (0.19049635725334674) | > loss_disc_real_3: 0.19691208004951477 (0.20446641881687525) | > loss_disc_real_4: 0.15870973467826843 (0.19840030792431942) | > loss_disc_real_5: 0.19954048097133636 (0.20152889278072583) | > loss_0: 2.059450387954712 (2.213270267997033) | > grad_norm_0: tensor(32.0460, device='cuda:0') (tensor(34.3788, device='cuda:0')) | > loss_gen: 2.994974136352539 (2.778795903309796) | > loss_kl: 1.5387837886810303 (1.7325896483201246) | > loss_feat: 9.382429122924805 (8.278456461735262) | > loss_mel: 14.150870323181152 (13.418555070192387) | > loss_duration: 1.7020632028579712 (1.705106286284251) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.769119262695312 (27.913503487904865) | > grad_norm_1: tensor(702.7316, device='cuda:0') (tensor(709.6125, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.834 (0.8476315240065255) | > loader_time: 0.0098 (0.009956380495658293)  --> TIME: 2025-05-09 11:34:32 -- STEP: 362/725 -- GLOBAL_STEP: 136850 | > loss_disc: 2.171156167984009 (2.2133159568296596) | > loss_disc_real_0: 0.13873746991157532 (0.13934558131912148) | > loss_disc_real_1: 0.1995350569486618 (0.19571101776638072) | > loss_disc_real_2: 0.20719003677368164 (0.1905820998286016) | > loss_disc_real_3: 0.205026313662529 (0.20462438101926564) | > loss_disc_real_4: 0.18535621464252472 (0.19835505601615525) | > loss_disc_real_5: 0.20493531227111816 (0.20107373554074312) | > loss_0: 2.171156167984009 (2.2133159568296596) | > grad_norm_0: tensor(32.6966, device='cuda:0') (tensor(34.5329, device='cuda:0')) | > loss_gen: 2.9447484016418457 (2.780402643245883) | > loss_kl: 1.7053985595703125 (1.7286226212649056) | > loss_feat: 8.431990623474121 (8.271379560396818) | > loss_mel: 13.355895042419434 (13.40719386885838) | > loss_duration: 1.6548629999160767 (1.7044193069579192) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.0928955078125 (27.892018144301947) | > grad_norm_1: tensor(964.5776, device='cuda:0') (tensor(709.0479, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8484 (0.8478127981417743) | > loader_time: 0.0109 (0.009944930261011283)  --> TIME: 2025-05-09 11:35:15 -- STEP: 412/725 -- GLOBAL_STEP: 136900 | > loss_disc: 2.131772994995117 (2.211811981154877) | > loss_disc_real_0: 0.19665250182151794 (0.13932903248418893) | > loss_disc_real_1: 0.18555666506290436 (0.19562886199615523) | > loss_disc_real_2: 0.20263178646564484 (0.19021507703418877) | > loss_disc_real_3: 0.20682980120182037 (0.2045727536371611) | > loss_disc_real_4: 0.19167855381965637 (0.1985176729707462) | > loss_disc_real_5: 0.1917303055524826 (0.20069277955635087) | > loss_0: 2.131772994995117 (2.211811981154877) | > grad_norm_0: tensor(48.2724, device='cuda:0') (tensor(35.0425, device='cuda:0')) | > loss_gen: 3.038055896759033 (2.780274838498492) | > loss_kl: 1.803499460220337 (1.7276566086463558) | > loss_feat: 9.190529823303223 (8.26250411816014) | > loss_mel: 14.119781494140625 (13.388513606728859) | > loss_duration: 1.7118594646453857 (1.7046395609679732) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.863725662231445 (27.863588865520885) | > grad_norm_1: tensor(674.8966, device='cuda:0') (tensor(711.7642, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8611 (0.8475047239979493) | > loader_time: 0.0104 (0.009943118951853043)  --> TIME: 2025-05-09 11:35:58 -- STEP: 462/725 -- GLOBAL_STEP: 136950 | > loss_disc: 2.245973587036133 (2.211423819715325) | > loss_disc_real_0: 0.1421532928943634 (0.13858020995860496) | > loss_disc_real_1: 0.21152715384960175 (0.1954783998526535) | > loss_disc_real_2: 0.18585115671157837 (0.19024767639575071) | > loss_disc_real_3: 0.21404069662094116 (0.20457688457780074) | > loss_disc_real_4: 0.18185372650623322 (0.19854162233474443) | > loss_disc_real_5: 0.2180388867855072 (0.2012249325519001) | > loss_0: 2.245973587036133 (2.211423819715325) | > grad_norm_0: tensor(56.3059, device='cuda:0') (tensor(34.7017, device='cuda:0')) | > loss_gen: 2.7662594318389893 (2.7789893650905366) | > loss_kl: 1.5704152584075928 (1.7257978253034285) | > loss_feat: 8.231532096862793 (8.271511105747965) | > loss_mel: 13.365821838378906 (13.41791684080512) | > loss_duration: 1.7123067378997803 (1.7048528785313362) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.646337509155273 (27.89906813881614) | > grad_norm_1: tensor(915.1677, device='cuda:0') (tensor(711.3121, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.7775 (0.8467150038971012) | > loader_time: 0.0095 (0.009930741219293507)  --> TIME: 2025-05-09 11:36:41 -- STEP: 512/725 -- GLOBAL_STEP: 137000 | > loss_disc: 2.360429286956787 (2.2123377488460374) | > loss_disc_real_0: 0.14000453054904938 (0.13837854452140166) | > loss_disc_real_1: 0.2087283432483673 (0.19533320688060476) | > loss_disc_real_2: 0.19168077409267426 (0.1902487372863107) | > loss_disc_real_3: 0.19881953299045563 (0.2047886577784084) | > loss_disc_real_4: 0.20106342434883118 (0.19857846258673809) | > loss_disc_real_5: 0.21053838729858398 (0.2014600156107918) | > loss_0: 2.360429286956787 (2.2123377488460374) | > grad_norm_0: tensor(31.7277, device='cuda:0') (tensor(35.0389, device='cuda:0')) | > loss_gen: 2.596489429473877 (2.77730264002457) | > loss_kl: 1.7391579151153564 (1.7303236373700202) | > loss_feat: 6.808039665222168 (8.265093738213174) | > loss_mel: 12.09621810913086 (13.412414591759443) | > loss_duration: 1.6641864776611328 (1.7055678791366518) | > amp_scaler: 256.0 (135.25) | > loss_1: 24.904090881347656 (27.89070261642337) | > grad_norm_1: tensor(136.8878, device='cuda:0') (tensor(716.2454, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8341 (0.8469198206439613) | > loader_time: 0.0097 (0.009895567782223228) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_137000.pth  --> TIME: 2025-05-09 11:37:26 -- STEP: 562/725 -- GLOBAL_STEP: 137050 | > loss_disc: 2.3217945098876953 (2.211184199170284) | > loss_disc_real_0: 0.1519632488489151 (0.13834678561980193) | > loss_disc_real_1: 0.21902044117450714 (0.19512011084268088) | > loss_disc_real_2: 0.17993320524692535 (0.1898230779319472) | > loss_disc_real_3: 0.22164903581142426 (0.20477323048479618) | > loss_disc_real_4: 0.19130809605121613 (0.19867636480789586) | > loss_disc_real_5: 0.20374031364917755 (0.2015278599228299) | > loss_0: 2.3217945098876953 (2.211184199170284) | > grad_norm_0: tensor(23.5986, device='cuda:0') (tensor(34.8340, device='cuda:0')) | > loss_gen: 2.6488897800445557 (2.77807577818738) | > loss_kl: 1.7620518207550049 (1.7332954273105092) | > loss_feat: 7.449960708618164 (8.271294060126738) | > loss_mel: 11.656329154968262 (13.413766782903163) | > loss_duration: 1.672736644744873 (1.705616036555945) | > amp_scaler: 256.0 (145.99288256227752) | > loss_1: 25.18996810913086 (27.902048212777675) | > grad_norm_1: tensor(549.0679, device='cuda:0') (tensor(723.6497, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8735 (0.8466076783013937) | > loader_time: 0.0093 (0.009869942037236224)  --> TIME: 2025-05-09 11:38:09 -- STEP: 612/725 -- GLOBAL_STEP: 137100 | > loss_disc: 2.270406723022461 (2.211410888269835) | > loss_disc_real_0: 0.1051887571811676 (0.1382534447083481) | > loss_disc_real_1: 0.22517353296279907 (0.1951243765895661) | > loss_disc_real_2: 0.20643572509288788 (0.18990973456233162) | > loss_disc_real_3: 0.21352867782115936 (0.20477893824378654) | > loss_disc_real_4: 0.20795631408691406 (0.19865552981207565) | > loss_disc_real_5: 0.22996433079242706 (0.20164013512773457) | > loss_0: 2.270406723022461 (2.211410888269835) | > grad_norm_0: tensor(14.8036, device='cuda:0') (tensor(34.9796, device='cuda:0')) | > loss_gen: 2.5734524726867676 (2.778761311683777) | > loss_kl: 1.8618556261062622 (1.73362493222835) | > loss_feat: 6.55373477935791 (8.27352041824191) | > loss_mel: 12.499433517456055 (13.419851811103575) | > loss_duration: 1.619045376777649 (1.7051548143617468) | > amp_scaler: 256.0 (154.98039215686265) | > loss_1: 25.107521057128906 (27.910913405075572) | > grad_norm_1: tensor(325.4427, device='cuda:0') (tensor(720.9814, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8067 (0.8462904130711272) | > loader_time: 0.0088 (0.009842212293662281)  --> TIME: 2025-05-09 11:38:52 -- STEP: 662/725 -- GLOBAL_STEP: 137150 | > loss_disc: 2.4093880653381348 (2.211072095391252) | > loss_disc_real_0: 0.15039581060409546 (0.13801702290908452) | > loss_disc_real_1: 0.2197359949350357 (0.1950066798898387) | > loss_disc_real_2: 0.201904758810997 (0.18989825734919302) | > loss_disc_real_3: 0.23299752175807953 (0.2049359024201275) | > loss_disc_real_4: 0.2330854833126068 (0.19878175591324018) | > loss_disc_real_5: 0.23263199627399445 (0.2014813331768953) | > loss_0: 2.4093880653381348 (2.211072095391252) | > grad_norm_0: tensor(21.7746, device='cuda:0') (tensor(34.9963, device='cuda:0')) | > loss_gen: 2.452732563018799 (2.778691057352138) | > loss_kl: 1.6804683208465576 (1.7323336765125075) | > loss_feat: 6.5078444480896 (8.270535948773517) | > loss_mel: 11.105379104614258 (13.413208860645124) | > loss_duration: 1.6953039169311523 (1.705297700408002) | > amp_scaler: 256.0 (162.61027190332317) | > loss_1: 23.441726684570312 (27.900067335169123) | > grad_norm_1: tensor(692.9468, device='cuda:0') (tensor(726.9474, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.859 (0.8456865253765414) | > loader_time: 0.0097 (0.00983230188894128)  --> TIME: 2025-05-09 11:39:35 -- STEP: 712/725 -- GLOBAL_STEP: 137200 | > loss_disc: 2.383322238922119 (2.2133892334244205) | > loss_disc_real_0: 0.11499791592359543 (0.13840415770334477) | > loss_disc_real_1: 0.21398131549358368 (0.19527383730485182) | > loss_disc_real_2: 0.2042091190814972 (0.18997362802286505) | > loss_disc_real_3: 0.21412336826324463 (0.20504746793277479) | > loss_disc_real_4: 0.21003083884716034 (0.19914002283319315) | > loss_disc_real_5: 0.2032940834760666 (0.20136963628399915) | > loss_0: 2.383322238922119 (2.2133892334244205) | > grad_norm_0: tensor(36.5651, device='cuda:0') (tensor(35.1517, device='cuda:0')) | > loss_gen: 2.35217547416687 (2.7757429952701798) | > loss_kl: 1.9380273818969727 (1.7339078030559452) | > loss_feat: 6.512813568115234 (8.252476201968243) | > loss_mel: 12.138872146606445 (13.384589413578594) | > loss_duration: 1.698424220085144 (1.7046990163540572) | > amp_scaler: 128.0 (160.3595505617976) | > loss_1: 24.64031219482422 (27.851415510927694) | > grad_norm_1: tensor(156.7573, device='cuda:0') (tensor(720.5203, device='cuda:0')) | > current_lr_0: 0.000196899095100689 | > current_lr_1: 0.000196899095100689 | > step_time: 0.8238 (0.8458166092299341) | > loader_time: 0.0101 (0.009841994623119906)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.190340757369995 (2.190340757369995) | > loss_disc_real_0: 0.13713715970516205 (0.13713715970516205) | > loss_disc_real_1: 0.18714050948619843 (0.18714050948619843) | > loss_disc_real_2: 0.21961873769760132 (0.21961873769760132) | > loss_disc_real_3: 0.20259355008602142 (0.20259355008602142) | > loss_disc_real_4: 0.2620965540409088 (0.2620965540409088) | > loss_disc_real_5: 0.24717767536640167 (0.24717767536640167) | > loss_0: 2.190340757369995 (2.190340757369995) | > loss_gen: 3.005112886428833 (3.005112886428833) | > loss_kl: 1.8828961849212646 (1.8828961849212646) | > loss_feat: 8.587797164916992 (8.587797164916992) | > loss_mel: 14.154312133789062 (14.154312133789062) | > loss_duration: 1.711979627609253 (1.711979627609253) | > loss_1: 29.342098236083984 (29.342098236083984)  --> STEP: 1 | > loss_disc: 2.236088275909424 (2.236088275909424) | > loss_disc_real_0: 0.15262015163898468 (0.15262015163898468) | > loss_disc_real_1: 0.20712129771709442 (0.20712129771709442) | > loss_disc_real_2: 0.2329411506652832 (0.2329411506652832) | > loss_disc_real_3: 0.2094069868326187 (0.2094069868326187) | > loss_disc_real_4: 0.2569132149219513 (0.2569132149219513) | > loss_disc_real_5: 0.2343331277370453 (0.2343331277370453) | > loss_0: 2.236088275909424 (2.236088275909424) | > loss_gen: 3.0006747245788574 (3.0006747245788574) | > loss_kl: 1.6773533821105957 (1.6773533821105957) | > loss_feat: 8.284313201904297 (8.284313201904297) | > loss_mel: 14.351712226867676 (14.351712226867676) | > loss_duration: 1.7912417650222778 (1.7912417650222778) | > loss_1: 29.105295181274414 (29.105295181274414)  --> STEP: 2 | > loss_disc: 2.220968246459961 (2.2285282611846924) | > loss_disc_real_0: 0.14353913068771362 (0.14807964116334915) | > loss_disc_real_1: 0.20816858112812042 (0.20764493942260742) | > loss_disc_real_2: 0.21648576855659485 (0.22471345961093903) | > loss_disc_real_3: 0.1987561583518982 (0.20408157259225845) | > loss_disc_real_4: 0.25215962529182434 (0.2545364201068878) | > loss_disc_real_5: 0.22950094938278198 (0.23191703855991364) | > loss_0: 2.220968246459961 (2.2285282611846924) | > loss_gen: 2.8991782665252686 (2.949926495552063) | > loss_kl: 1.6874316930770874 (1.6823925375938416) | > loss_feat: 8.121898651123047 (8.203105926513672) | > loss_mel: 13.935081481933594 (14.143396854400635) | > loss_duration: 1.8153938055038452 (1.8033177852630615) | > loss_1: 28.458982467651367 (28.78213882446289)  --> STEP: 3 | > loss_disc: 2.3985178470611572 (2.285191456476847) | > loss_disc_real_0: 0.18046395480632782 (0.15887441237767538) | > loss_disc_real_1: 0.2321505844593048 (0.21581348776817322) | > loss_disc_real_2: 0.2289087325334549 (0.2261118839184443) | > loss_disc_real_3: 0.2088005542755127 (0.20565456648667654) | > loss_disc_real_4: 0.26504573225975037 (0.258039524157842) | > loss_disc_real_5: 0.2544405460357666 (0.23942487438519797) | > loss_0: 2.3985178470611572 (2.285191456476847) | > loss_gen: 2.687924385070801 (2.8625924587249756) | > loss_kl: 1.8723193407058716 (1.7457014719645183) | > loss_feat: 7.123264312744141 (7.843158721923828) | > loss_mel: 12.534960746765137 (13.607251485188803) | > loss_duration: 1.7936949729919434 (1.8001101811726887) | > loss_1: 26.012163162231445 (27.858813603719074)  --> STEP: 4 | > loss_disc: 2.3122670650482178 (2.29196035861969) | > loss_disc_real_0: 0.15272517502307892 (0.15733710303902626) | > loss_disc_real_1: 0.24417133629322052 (0.22290294989943504) | > loss_disc_real_2: 0.2226223200559616 (0.22523949295282364) | > loss_disc_real_3: 0.20874643325805664 (0.20642753317952156) | > loss_disc_real_4: 0.2604598104953766 (0.25864459574222565) | > loss_disc_real_5: 0.2182733118534088 (0.23413698375225067) | > loss_0: 2.3122670650482178 (2.29196035861969) | > loss_gen: 2.867316246032715 (2.8637734055519104) | > loss_kl: 1.8644052743911743 (1.7753774225711823) | > loss_feat: 8.086456298828125 (7.903983116149902) | > loss_mel: 14.249801635742188 (13.767889022827148) | > loss_duration: 1.739287257194519 (1.7849044501781464) | > loss_1: 28.807268142700195 (28.095927238464355) --> EVAL PERFORMANCE | > avg_loader_time: 0.2784074544906616 (+0.002124190330505371) | > avg_loss_disc: 2.29196035861969 (+0.02265077829360962) | > avg_loss_disc_real_0: 0.15733710303902626 (-0.020468927919864655) | > avg_loss_disc_real_1: 0.22290294989943504 (+0.04686755686998367) | > avg_loss_disc_real_2: 0.22523949295282364 (+0.06819483637809753) | > avg_loss_disc_real_3: 0.20642753317952156 (+0.025854047387838364) | > avg_loss_disc_real_4: 0.25864459574222565 (+0.011097140610218048) | > avg_loss_disc_real_5: 0.23413698375225067 (+0.004913024604320526) | > avg_loss_0: 2.29196035861969 (+0.02265077829360962) | > avg_loss_gen: 2.8637734055519104 (+0.22485274076461792) | > avg_loss_kl: 1.7753774225711823 (-0.19868475198745728) | > avg_loss_feat: 7.903983116149902 (+0.4684443473815918) | > avg_loss_mel: 13.767889022827148 (+0.7816243171691895) | > avg_loss_duration: 1.7849044501781464 (-0.013573229312896729) | > avg_loss_1: 28.095927238464355 (+1.2626633644104004)  > EPOCH: 126/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 11:39:52)   --> TIME: 2025-05-09 11:40:26 -- STEP: 37/725 -- GLOBAL_STEP: 137250 | > loss_disc: 2.329455852508545 (2.244969909255569) | > loss_disc_real_0: 0.2500225305557251 (0.13527216218613286) | > loss_disc_real_1: 0.1911761313676834 (0.19773705343942385) | > loss_disc_real_2: 0.18176701664924622 (0.19299942536934003) | > loss_disc_real_3: 0.20279251039028168 (0.20985551420095805) | > loss_disc_real_4: 0.19396324455738068 (0.20413385976005244) | > loss_disc_real_5: 0.19939512014389038 (0.20409756335052284) | > loss_0: 2.329455852508545 (2.244969909255569) | > grad_norm_0: tensor(66.4443, device='cuda:0') (tensor(32.8577, device='cuda:0')) | > loss_gen: 2.6764156818389893 (2.709796448011656) | > loss_kl: 1.4062448740005493 (1.6940301624504295) | > loss_feat: 7.371096611022949 (8.018438442333325) | > loss_mel: 12.08718490600586 (13.233894966744089) | > loss_duration: 1.6816787719726562 (1.6933180544827435) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.22262191772461 (27.349478386543893) | > grad_norm_1: tensor(775.2313, device='cuda:0') (tensor(781.8710, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8455 (0.845641142613179) | > loader_time: 0.0099 (0.00999794135222564)  --> TIME: 2025-05-09 11:41:09 -- STEP: 87/725 -- GLOBAL_STEP: 137300 | > loss_disc: 2.1902434825897217 (2.229098602272998) | > loss_disc_real_0: 0.10826385766267776 (0.137116843941568) | > loss_disc_real_1: 0.19356991350650787 (0.195218504845411) | > loss_disc_real_2: 0.1721847951412201 (0.19122418966786614) | > loss_disc_real_3: 0.1912907361984253 (0.2068995482277596) | > loss_disc_real_4: 0.22233735024929047 (0.20176822683591952) | > loss_disc_real_5: 0.19934037327766418 (0.20304487148920694) | > loss_0: 2.1902434825897217 (2.229098602272998) | > grad_norm_0: tensor(42.8794, device='cuda:0') (tensor(34.1342, device='cuda:0')) | > loss_gen: 2.8985018730163574 (2.7495873303248963) | > loss_kl: 1.8554272651672363 (1.6968915284365074) | > loss_feat: 8.820262908935547 (8.135510066459913) | > loss_mel: 14.184524536132812 (13.281370130078546) | > loss_duration: 1.6793389320373535 (1.696392955451176) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.43805503845215 (27.55975212447945) | > grad_norm_1: tensor(1104.0565, device='cuda:0') (tensor(774.2639, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8036 (0.8483617744226564) | > loader_time: 0.009 (0.009710879161440096)  --> TIME: 2025-05-09 11:41:52 -- STEP: 137/725 -- GLOBAL_STEP: 137350 | > loss_disc: 2.073059558868408 (2.2252341291330167) | > loss_disc_real_0: 0.14105437695980072 (0.13698416246767461) | > loss_disc_real_1: 0.1957091987133026 (0.1955645250795532) | > loss_disc_real_2: 0.1675143986940384 (0.1908182250539752) | > loss_disc_real_3: 0.20786738395690918 (0.20647791658874845) | > loss_disc_real_4: 0.18271049857139587 (0.20094170318032706) | > loss_disc_real_5: 0.17519046366214752 (0.20358495838450688) | > loss_0: 2.073059558868408 (2.2252341291330167) | > grad_norm_0: tensor(36.4829, device='cuda:0') (tensor(36.6157, device='cuda:0')) | > loss_gen: 3.0422182083129883 (2.7620050280633635) | > loss_kl: 1.6954894065856934 (1.712379617412595) | > loss_feat: 9.547986030578613 (8.172987193086716) | > loss_mel: 13.746833801269531 (13.34718906792411) | > loss_duration: 1.6878352165222168 (1.6974548466884307) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.72036361694336 (27.692015821916343) | > grad_norm_1: tensor(747.5280, device='cuda:0') (tensor(792.6033, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8189 (0.8469946923917228) | > loader_time: 0.0089 (0.009674498634616826)  --> TIME: 2025-05-09 11:42:35 -- STEP: 187/725 -- GLOBAL_STEP: 137400 | > loss_disc: 2.222105026245117 (2.216212905027012) | > loss_disc_real_0: 0.28960853815078735 (0.13743564617984433) | > loss_disc_real_1: 0.18257471919059753 (0.19511999875147717) | > loss_disc_real_2: 0.19157132506370544 (0.1904304443514921) | > loss_disc_real_3: 0.20219862461090088 (0.205157243791111) | > loss_disc_real_4: 0.17164425551891327 (0.19961227819243854) | > loss_disc_real_5: 0.19111353158950806 (0.20237666193176718) | > loss_0: 2.222105026245117 (2.216212905027012) | > grad_norm_0: tensor(81.9171, device='cuda:0') (tensor(37.6210, device='cuda:0')) | > loss_gen: 3.150524616241455 (2.772881766691565) | > loss_kl: 1.8551888465881348 (1.726055216661749) | > loss_feat: 9.466875076293945 (8.231607416734336) | > loss_mel: 14.97508430480957 (13.402641602378473) | > loss_duration: 1.72532320022583 (1.6986732310789792) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.17299461364746 (27.83185927243156) | > grad_norm_1: tensor(1065.0096, device='cuda:0') (tensor(790.9279, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8459 (0.8454903804044672) | > loader_time: 0.0099 (0.009748893625595993)  --> TIME: 2025-05-09 11:43:18 -- STEP: 237/725 -- GLOBAL_STEP: 137450 | > loss_disc: 2.151014804840088 (2.21663185312778) | > loss_disc_real_0: 0.10902850329875946 (0.13688671337401312) | > loss_disc_real_1: 0.1762474775314331 (0.19488615093100425) | > loss_disc_real_2: 0.17970384657382965 (0.1904073194738179) | > loss_disc_real_3: 0.2366972714662552 (0.20534846350110533) | > loss_disc_real_4: 0.19968070089817047 (0.1995069714663904) | > loss_disc_real_5: 0.16278482973575592 (0.20257028528658147) | > loss_0: 2.151014804840088 (2.21663185312778) | > grad_norm_0: tensor(22.1055, device='cuda:0') (tensor(36.5998, device='cuda:0')) | > loss_gen: 2.837080240249634 (2.771342387179282) | > loss_kl: 2.021127223968506 (1.7356086873806982) | > loss_feat: 8.605703353881836 (8.239516459436862) | > loss_mel: 14.503719329833984 (13.418335552457009) | > loss_duration: 1.7025513648986816 (1.698837700775404) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.670181274414062 (27.863640805336995) | > grad_norm_1: tensor(572.4660, device='cuda:0') (tensor(768.8443, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.806 (0.8465411713354698) | > loader_time: 0.0089 (0.009840304338479346)  --> TIME: 2025-05-09 11:44:01 -- STEP: 287/725 -- GLOBAL_STEP: 137500 | > loss_disc: 2.172525405883789 (2.21938805796128) | > loss_disc_real_0: 0.18741358816623688 (0.13785268633726994) | > loss_disc_real_1: 0.17595399916172028 (0.19515731385568294) | > loss_disc_real_2: 0.18093623220920563 (0.1903104573903599) | > loss_disc_real_3: 0.2237684577703476 (0.2057320035293127) | > loss_disc_real_4: 0.2042875438928604 (0.19949171097644114) | > loss_disc_real_5: 0.21799305081367493 (0.2029001844157741) | > loss_0: 2.172525405883789 (2.21938805796128) | > grad_norm_0: tensor(54.6677, device='cuda:0') (tensor(35.9709, device='cuda:0')) | > loss_gen: 3.0510377883911133 (2.7656321209897565) | > loss_kl: 1.6573989391326904 (1.731609179998524) | > loss_feat: 9.239067077636719 (8.229612446828174) | > loss_mel: 14.744511604309082 (13.419015153359872) | > loss_duration: 1.7100634574890137 (1.6995240910958744) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.402080535888672 (27.845393004733097) | > grad_norm_1: tensor(983.3021, device='cuda:0') (tensor(759.8409, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8136 (0.8454005900991087) | > loader_time: 0.0102 (0.009868497217158408)  --> TIME: 2025-05-09 11:44:43 -- STEP: 337/725 -- GLOBAL_STEP: 137550 | > loss_disc: 2.26304292678833 (2.2215610922974713) | > loss_disc_real_0: 0.09453140944242477 (0.13858812817480157) | > loss_disc_real_1: 0.1994507759809494 (0.19536898309469922) | > loss_disc_real_2: 0.1933787763118744 (0.19050738038578086) | > loss_disc_real_3: 0.228071928024292 (0.20542214850643614) | > loss_disc_real_4: 0.24665482342243195 (0.19994908743689954) | > loss_disc_real_5: 0.18955495953559875 (0.20245718509400987) | > loss_0: 2.26304292678833 (2.2215610922974713) | > grad_norm_0: tensor(55.9787, device='cuda:0') (tensor(35.7723, device='cuda:0')) | > loss_gen: 2.7173969745635986 (2.7627680655403037) | > loss_kl: 1.783202052116394 (1.7250693520028089) | > loss_feat: 8.23546028137207 (8.217384660986832) | > loss_mel: 12.844322204589844 (13.382678889379308) | > loss_duration: 1.6766855716705322 (1.6986695195517838) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.25706672668457 (27.786570506562818) | > grad_norm_1: tensor(627.0696, device='cuda:0') (tensor(740.4044, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8801 (0.8445977160060442) | > loader_time: 0.0114 (0.009879875607589584)  --> TIME: 2025-05-09 11:45:26 -- STEP: 387/725 -- GLOBAL_STEP: 137600 | > loss_disc: 2.173994302749634 (2.2220842216057988) | > loss_disc_real_0: 0.1784542202949524 (0.13878716156849263) | > loss_disc_real_1: 0.21464195847511292 (0.1953961857298547) | > loss_disc_real_2: 0.22754625976085663 (0.19070421467301762) | > loss_disc_real_3: 0.22884413599967957 (0.20532481834407917) | > loss_disc_real_4: 0.20384222269058228 (0.19998685503498834) | > loss_disc_real_5: 0.1962326467037201 (0.20285603423297252) | > loss_0: 2.173994302749634 (2.2220842216057988) | > grad_norm_0: tensor(44.1658, device='cuda:0') (tensor(35.3621, device='cuda:0')) | > loss_gen: 2.9939117431640625 (2.7601100308026454) | > loss_kl: 1.6133793592453003 (1.7211056904583322) | > loss_feat: 8.007890701293945 (8.202161167943194) | > loss_mel: 13.336538314819336 (13.369273084694722) | > loss_duration: 1.7869981527328491 (1.6991171568863153) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.738719940185547 (27.75176713632983) | > grad_norm_1: tensor(857.3088, device='cuda:0') (tensor(742.0905, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8517 (0.84456588501154) | > loader_time: 0.0095 (0.009872249854627507)  --> TIME: 2025-05-09 11:46:09 -- STEP: 437/725 -- GLOBAL_STEP: 137650 | > loss_disc: 2.3098630905151367 (2.2207984864302586) | > loss_disc_real_0: 0.16441293060779572 (0.13833847630010326) | > loss_disc_real_1: 0.1986939013004303 (0.19517077144141595) | > loss_disc_real_2: 0.21911396086215973 (0.19044579415490476) | > loss_disc_real_3: 0.24211947619915009 (0.20544511540121557) | > loss_disc_real_4: 0.22723230719566345 (0.19989841269410172) | > loss_disc_real_5: 0.2043285220861435 (0.20245739858537845) | > loss_0: 2.3098630905151367 (2.2207984864302586) | > grad_norm_0: tensor(22.7044, device='cuda:0') (tensor(35.3917, device='cuda:0')) | > loss_gen: 2.668233871459961 (2.7613684192674928) | > loss_kl: 1.7425379753112793 (1.7254545571329392) | > loss_feat: 6.854076862335205 (8.19449131003234) | > loss_mel: 11.984878540039062 (13.338262859143713) | > loss_duration: 1.6580064296722412 (1.699161640566601) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.907733917236328 (27.718738800328165) | > grad_norm_1: tensor(694.3157, device='cuda:0') (tensor(742.4935, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8849 (0.8435804582024057) | > loader_time: 0.0094 (0.009843711722088082)  --> TIME: 2025-05-09 11:46:51 -- STEP: 487/725 -- GLOBAL_STEP: 137700 | > loss_disc: 2.1391706466674805 (2.22140362620109) | > loss_disc_real_0: 0.1267431229352951 (0.13838914729792484) | > loss_disc_real_1: 0.18875543773174286 (0.19539808657869415) | > loss_disc_real_2: 0.20788440108299255 (0.1908582895994186) | > loss_disc_real_3: 0.22012364864349365 (0.20525936999604927) | > loss_disc_real_4: 0.19571109116077423 (0.19992699861159313) | > loss_disc_real_5: 0.18157371878623962 (0.20258127195756784) | > loss_0: 2.1391706466674805 (2.22140362620109) | > grad_norm_0: tensor(32.6927, device='cuda:0') (tensor(35.7110, device='cuda:0')) | > loss_gen: 2.755486011505127 (2.7619225812398924) | > loss_kl: 1.541465401649475 (1.7230851403007272) | > loss_feat: 8.436880111694336 (8.191725216851838) | > loss_mel: 13.93017864227295 (13.344139614144394) | > loss_duration: 1.6991028785705566 (1.7000479715315957) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.36311149597168 (27.720920515745817) | > grad_norm_1: tensor(803.5909, device='cuda:0') (tensor(747.0782, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8067 (0.8426601446139984) | > loader_time: 0.0092 (0.009838951686569312)  --> TIME: 2025-05-09 11:47:34 -- STEP: 537/725 -- GLOBAL_STEP: 137750 | > loss_disc: 2.2362725734710693 (2.2198564948538397) | > loss_disc_real_0: 0.1028766930103302 (0.13851191629300133) | > loss_disc_real_1: 0.20252402126789093 (0.1951983988673549) | > loss_disc_real_2: 0.19038885831832886 (0.19083101611785602) | > loss_disc_real_3: 0.2050965130329132 (0.20507757501673204) | > loss_disc_real_4: 0.22178684175014496 (0.1995993786850455) | > loss_disc_real_5: 0.1570289134979248 (0.2019976710196536) | > loss_0: 2.2362725734710693 (2.2198564948538397) | > grad_norm_0: tensor(33.3808, device='cuda:0') (tensor(35.7479, device='cuda:0')) | > loss_gen: 2.7765212059020996 (2.76499595233626) | > loss_kl: 1.6273558139801025 (1.7247046394277108) | > loss_feat: 7.991824150085449 (8.207156371359943) | > loss_mel: 12.550789833068848 (13.353575038732323) | > loss_duration: 1.721440315246582 (1.7009382190207085) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.667930603027344 (27.751370243520043) | > grad_norm_1: tensor(887.1593, device='cuda:0') (tensor(743.0463, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.84 (0.842438268483906) | > loader_time: 0.0098 (0.00982976359362043)  --> TIME: 2025-05-09 11:48:17 -- STEP: 587/725 -- GLOBAL_STEP: 137800 | > loss_disc: 2.247514486312866 (2.2183923244070174) | > loss_disc_real_0: 0.12845945358276367 (0.13840513088735656) | > loss_disc_real_1: 0.21188385784626007 (0.1951031290388188) | > loss_disc_real_2: 0.18550503253936768 (0.1907620524933635) | > loss_disc_real_3: 0.21994289755821228 (0.205076011599024) | > loss_disc_real_4: 0.21679721772670746 (0.1993971476156829) | > loss_disc_real_5: 0.19115875661373138 (0.20179040643689583) | > loss_0: 2.247514486312866 (2.2183923244070174) | > grad_norm_0: tensor(30.7369, device='cuda:0') (tensor(35.7637, device='cuda:0')) | > loss_gen: 2.800604820251465 (2.768555694788033) | > loss_kl: 1.6538153886795044 (1.728472389801194) | > loss_feat: 8.255280494689941 (8.22324430231748) | > loss_mel: 13.319655418395996 (13.364878287307251) | > loss_duration: 1.667696237564087 (1.700955955905037) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.697053909301758 (27.78610665550426) | > grad_norm_1: tensor(809.5583, device='cuda:0') (tensor(742.6263, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8376 (0.8419616689470804) | > loader_time: 0.0097 (0.009798304591918114)  --> TIME: 2025-05-09 11:48:59 -- STEP: 637/725 -- GLOBAL_STEP: 137850 | > loss_disc: 2.047879695892334 (2.2175628193880756) | > loss_disc_real_0: 0.10081495344638824 (0.13826589622012864) | > loss_disc_real_1: 0.18474642932415009 (0.19518737501963332) | > loss_disc_real_2: 0.16932880878448486 (0.19068406225186502) | > loss_disc_real_3: 0.2037426084280014 (0.20485525329127974) | > loss_disc_real_4: 0.222638338804245 (0.1992779593780238) | > loss_disc_real_5: 0.19098952412605286 (0.2021306504727906) | > loss_0: 2.047879695892334 (2.2175628193880756) | > grad_norm_0: tensor(36.0592, device='cuda:0') (tensor(35.6776, device='cuda:0')) | > loss_gen: 3.0557141304016113 (2.769564469530592) | > loss_kl: 1.8190075159072876 (1.7293115979648268) | > loss_feat: 9.566943168640137 (8.23380820230937) | > loss_mel: 15.144017219543457 (13.37844916752407) | > loss_duration: 1.6677346229553223 (1.7008185809598049) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.253416061401367 (27.81195204299135) | > grad_norm_1: tensor(945.8776, device='cuda:0') (tensor(743.8130, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8253 (0.8413007708509077) | > loader_time: 0.0099 (0.009802222064750349)  --> TIME: 2025-05-09 11:49:41 -- STEP: 687/725 -- GLOBAL_STEP: 137900 | > loss_disc: 2.35821795463562 (2.218219016663722) | > loss_disc_real_0: 0.23874446749687195 (0.13870733026333765) | > loss_disc_real_1: 0.18501128256320953 (0.19534388394942268) | > loss_disc_real_2: 0.18576450645923615 (0.1905610042107678) | > loss_disc_real_3: 0.21067307889461517 (0.20480686545458765) | > loss_disc_real_4: 0.19275027513504028 (0.19917811757005102) | > loss_disc_real_5: 0.20156125724315643 (0.2020111228441046) | > loss_0: 2.35821795463562 (2.218219016663722) | > grad_norm_0: tensor(51.9114, device='cuda:0') (tensor(36.0379, device='cuda:0')) | > loss_gen: 2.718594789505005 (2.769583894696297) | > loss_kl: 1.7180800437927246 (1.733016588628899) | > loss_feat: 7.978482723236084 (8.232683329603036) | > loss_mel: 12.854043006896973 (13.385709335016204) | > loss_duration: 1.7051807641983032 (1.7007339764196623) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.974382400512695 (27.82172715021879) | > grad_norm_1: tensor(438.3229, device='cuda:0') (tensor(748.1075, device='cuda:0')) | > current_lr_0: 0.0001968744827138014 | > current_lr_1: 0.0001968744827138014 | > step_time: 0.8573 (0.8408852671605184) | > loader_time: 0.0097 (0.00979578165334732)  > EVALUATION   --> STEP: 0 | > loss_disc: 1.9946380853652954 (1.9946380853652954) | > loss_disc_real_0: 0.09515992552042007 (0.09515992552042007) | > loss_disc_real_1: 0.21733373403549194 (0.21733373403549194) | > loss_disc_real_2: 0.17746353149414062 (0.17746353149414062) | > loss_disc_real_3: 0.19659698009490967 (0.19659698009490967) | > loss_disc_real_4: 0.1863977313041687 (0.1863977313041687) | > loss_disc_real_5: 0.19205673038959503 (0.19205673038959503) | > loss_0: 1.9946380853652954 (1.9946380853652954) | > loss_gen: 2.99092960357666 (2.99092960357666) | > loss_kl: 2.056199312210083 (2.056199312210083) | > loss_feat: 10.108293533325195 (10.108293533325195) | > loss_mel: 15.88997745513916 (15.88997745513916) | > loss_duration: 1.689706563949585 (1.689706563949585) | > loss_1: 32.735103607177734 (32.735103607177734)  --> STEP: 1 | > loss_disc: 2.1681365966796875 (2.1681365966796875) | > loss_disc_real_0: 0.12841328978538513 (0.12841328978538513) | > loss_disc_real_1: 0.2142813801765442 (0.2142813801765442) | > loss_disc_real_2: 0.2073325216770172 (0.2073325216770172) | > loss_disc_real_3: 0.19276447594165802 (0.19276447594165802) | > loss_disc_real_4: 0.19583645462989807 (0.19583645462989807) | > loss_disc_real_5: 0.22485755383968353 (0.22485755383968353) | > loss_0: 2.1681365966796875 (2.1681365966796875) | > loss_gen: 2.7807703018188477 (2.7807703018188477) | > loss_kl: 2.0696072578430176 (2.0696072578430176) | > loss_feat: 7.876067638397217 (7.876067638397217) | > loss_mel: 13.065458297729492 (13.065458297729492) | > loss_duration: 1.7693569660186768 (1.7693569660186768) | > loss_1: 27.561262130737305 (27.561262130737305)  --> STEP: 2 | > loss_disc: 2.1920571327209473 (2.1800968647003174) | > loss_disc_real_0: 0.12793080508708954 (0.12817204743623734) | > loss_disc_real_1: 0.2279158979654312 (0.2210986390709877) | > loss_disc_real_2: 0.19919940829277039 (0.2032659649848938) | > loss_disc_real_3: 0.19362576305866241 (0.19319511950016022) | > loss_disc_real_4: 0.18674015998840332 (0.1912883073091507) | > loss_disc_real_5: 0.22123388946056366 (0.2230457216501236) | > loss_0: 2.1920571327209473 (2.1800968647003174) | > loss_gen: 2.6671271324157715 (2.7239487171173096) | > loss_kl: 1.9553921222686768 (2.012499690055847) | > loss_feat: 7.5136027336120605 (7.694835186004639) | > loss_mel: 13.012393951416016 (13.038926124572754) | > loss_duration: 1.8245528936386108 (1.7969549298286438) | > loss_1: 26.973068237304688 (27.267165184020996)  --> STEP: 3 | > loss_disc: 2.2520980834960938 (2.204097270965576) | > loss_disc_real_0: 0.1342499703168869 (0.1301980217297872) | > loss_disc_real_1: 0.23539768159389496 (0.22586498657862344) | > loss_disc_real_2: 0.19966046512126923 (0.20206413169701895) | > loss_disc_real_3: 0.20921523869037628 (0.19853515923023224) | > loss_disc_real_4: 0.21786676347255707 (0.20014779269695282) | > loss_disc_real_5: 0.24285994470119476 (0.2296504626671473) | > loss_0: 2.2520980834960938 (2.204097270965576) | > loss_gen: 2.7199177742004395 (2.722605069478353) | > loss_kl: 2.0232014656066895 (2.0160669485727944) | > loss_feat: 8.096226692199707 (7.828632354736328) | > loss_mel: 13.336021423339844 (13.137957890828451) | > loss_duration: 1.7979044914245605 (1.797271450360616) | > loss_1: 27.9732723236084 (27.50253423055013)  --> STEP: 4 | > loss_disc: 2.116490125656128 (2.182195484638214) | > loss_disc_real_0: 0.11688736826181412 (0.12687035836279392) | > loss_disc_real_1: 0.2301570028066635 (0.22693799063563347) | > loss_disc_real_2: 0.17486050724983215 (0.19526322558522224) | > loss_disc_real_3: 0.20860913395881653 (0.2010536529123783) | > loss_disc_real_4: 0.2325250804424286 (0.20824211463332176) | > loss_disc_real_5: 0.23577065765857697 (0.23118051141500473) | > loss_0: 2.116490125656128 (2.182195484638214) | > loss_gen: 3.088960886001587 (2.8141940236091614) | > loss_kl: 2.1146323680877686 (2.040708303451538) | > loss_feat: 9.658811569213867 (8.286177158355713) | > loss_mel: 15.200895309448242 (13.653692245483398) | > loss_duration: 1.743072271347046 (1.7837216556072235) | > loss_1: 31.806371688842773 (28.57849359512329) --> EVAL PERFORMANCE | > avg_loader_time: 0.281837522983551 (+0.0034300684928894043) | > avg_loss_disc: 2.182195484638214 (-0.10976487398147583) | > avg_loss_disc_real_0: 0.12687035836279392 (-0.030466744676232338) | > avg_loss_disc_real_1: 0.22693799063563347 (+0.004035040736198425) | > avg_loss_disc_real_2: 0.19526322558522224 (-0.029976267367601395) | > avg_loss_disc_real_3: 0.2010536529123783 (-0.0053738802671432495) | > avg_loss_disc_real_4: 0.20824211463332176 (-0.050402481108903885) | > avg_loss_disc_real_5: 0.23118051141500473 (-0.002956472337245941) | > avg_loss_0: 2.182195484638214 (-0.10976487398147583) | > avg_loss_gen: 2.8141940236091614 (-0.04957938194274902) | > avg_loss_kl: 2.040708303451538 (+0.26533088088035583) | > avg_loss_feat: 8.286177158355713 (+0.38219404220581055) | > avg_loss_mel: 13.653692245483398 (-0.11419677734375) | > avg_loss_duration: 1.7837216556072235 (-0.0011827945709228516) | > avg_loss_1: 28.57849359512329 (+0.48256635665893555)  > EPOCH: 127/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 11:50:20)   --> TIME: 2025-05-09 11:50:33 -- STEP: 12/725 -- GLOBAL_STEP: 137950 | > loss_disc: 2.222571611404419 (2.200002292792002) | > loss_disc_real_0: 0.17546989023685455 (0.1379168089479208) | > loss_disc_real_1: 0.19767501950263977 (0.19621460263927779) | > loss_disc_real_2: 0.1875251680612564 (0.18729191273450851) | > loss_disc_real_3: 0.21553830802440643 (0.2094839339454969) | > loss_disc_real_4: 0.17924562096595764 (0.19532592470447221) | > loss_disc_real_5: 0.19755569100379944 (0.20858430365721384) | > loss_0: 2.222571611404419 (2.200002292792002) | > grad_norm_0: tensor(58.3798, device='cuda:0') (tensor(35.4529, device='cuda:0')) | > loss_gen: 2.6484596729278564 (2.771872858206431) | > loss_kl: 1.7784647941589355 (1.8305643200874329) | > loss_feat: 7.694401741027832 (8.131137688954672) | > loss_mel: 13.138909339904785 (13.46917978922526) | > loss_duration: 1.732680320739746 (1.7096337179342906) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.992916107177734 (27.91238848368327) | > grad_norm_1: tensor(694.0870, device='cuda:0') (tensor(590.5640, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.825 (0.8257332046826681) | > loader_time: 0.0091 (0.009608308474222818)  --> TIME: 2025-05-09 11:51:16 -- STEP: 62/725 -- GLOBAL_STEP: 138000 | > loss_disc: 2.1827688217163086 (2.21038685306426) | > loss_disc_real_0: 0.10877279192209244 (0.1374161951243878) | > loss_disc_real_1: 0.1575106531381607 (0.19407320767641068) | > loss_disc_real_2: 0.18793559074401855 (0.18952552805985173) | > loss_disc_real_3: 0.17343755066394806 (0.20600354214829783) | > loss_disc_real_4: 0.18052534759044647 (0.1974302652862764) | > loss_disc_real_5: 0.1903858631849289 (0.2042959068090685) | > loss_0: 2.1827688217163086 (2.21038685306426) | > grad_norm_0: tensor(34.9497, device='cuda:0') (tensor(35.7512, device='cuda:0')) | > loss_gen: 2.6479103565216064 (2.7698890586053166) | > loss_kl: 1.7417559623718262 (1.7789545789841683) | > loss_feat: 8.324951171875 (8.246613994721441) | > loss_mel: 13.527338981628418 (13.43161613710465) | > loss_duration: 1.7564865350723267 (1.7000693967265468) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.998445510864258 (27.927143281505955) | > grad_norm_1: tensor(947.0088, device='cuda:0') (tensor(728.0974, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8437 (0.8466979649759108) | > loader_time: 0.0098 (0.009892071447064799) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_138000.pth  --> TIME: 2025-05-09 11:52:02 -- STEP: 112/725 -- GLOBAL_STEP: 138050 | > loss_disc: 2.219947099685669 (2.21032065791743) | > loss_disc_real_0: 0.19745931029319763 (0.13600506034812765) | > loss_disc_real_1: 0.1965753585100174 (0.19480176815497025) | > loss_disc_real_2: 0.2117481827735901 (0.1902068289262908) | > loss_disc_real_3: 0.22426128387451172 (0.2051690010620015) | > loss_disc_real_4: 0.21088850498199463 (0.1979955899130021) | > loss_disc_real_5: 0.18807452917099 (0.20419530916426862) | > loss_0: 2.219947099685669 (2.21032065791743) | > grad_norm_0: tensor(70.7217, device='cuda:0') (tensor(34.1596, device='cuda:0')) | > loss_gen: 2.791194438934326 (2.7696372824055806) | > loss_kl: 1.6137185096740723 (1.7609892434307508) | > loss_feat: 7.770045757293701 (8.202539082084378) | > loss_mel: 12.509872436523438 (13.291476794651576) | > loss_duration: 1.7127866744995117 (1.7040545429502214) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.39761734008789 (27.72869689123971) | > grad_norm_1: tensor(767.9405, device='cuda:0') (tensor(740.8269, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8335 (0.8507329225540161) | > loader_time: 0.0096 (0.009908469659941537)  --> TIME: 2025-05-09 11:52:45 -- STEP: 162/725 -- GLOBAL_STEP: 138100 | > loss_disc: 2.3851242065429688 (2.2109305387661777) | > loss_disc_real_0: 0.15005476772785187 (0.13655543152564836) | > loss_disc_real_1: 0.21485041081905365 (0.1945023518285633) | > loss_disc_real_2: 0.20136985182762146 (0.19019511995124225) | > loss_disc_real_3: 0.1904979646205902 (0.20460906827155464) | > loss_disc_real_4: 0.1907137781381607 (0.19892905624928298) | > loss_disc_real_5: 0.198917418718338 (0.203074932742266) | > loss_0: 2.3851242065429688 (2.2109305387661777) | > grad_norm_0: tensor(24.3235, device='cuda:0') (tensor(36.1375, device='cuda:0')) | > loss_gen: 2.2305192947387695 (2.7760295161494506) | > loss_kl: 1.8634470701217651 (1.7449925166589242) | > loss_feat: 6.307750701904297 (8.234459847579766) | > loss_mel: 10.956294059753418 (13.32978429912049) | > loss_duration: 1.6567281484603882 (1.7026799770049106) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.014738082885742 (27.78794605349317) | > grad_norm_1: tensor(420.4224, device='cuda:0') (tensor(746.8891, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8372 (0.8505963513880599) | > loader_time: 0.0123 (0.009932195698773419)  --> TIME: 2025-05-09 11:53:29 -- STEP: 212/725 -- GLOBAL_STEP: 138150 | > loss_disc: 2.2986884117126465 (2.2164023484823816) | > loss_disc_real_0: 0.16347748041152954 (0.13814614073566675) | > loss_disc_real_1: 0.1974889039993286 (0.1945102543763394) | > loss_disc_real_2: 0.21753977239131927 (0.19058560910371114) | > loss_disc_real_3: 0.22826413810253143 (0.2051084976432459) | > loss_disc_real_4: 0.2171657383441925 (0.1987220677283575) | > loss_disc_real_5: 0.20774702727794647 (0.2031545230661923) | > loss_0: 2.2986884117126465 (2.2164023484823816) | > grad_norm_0: tensor(30.8915, device='cuda:0') (tensor(35.7313, device='cuda:0')) | > loss_gen: 2.709791421890259 (2.7647551972911053) | > loss_kl: 1.82133150100708 (1.741694190592136) | > loss_feat: 7.79624605178833 (8.183022510330625) | > loss_mel: 12.256065368652344 (13.28018159236548) | > loss_duration: 1.7161705493927002 (1.702505738105414) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.299604415893555 (27.67215918594936) | > grad_norm_1: tensor(714.3358, device='cuda:0') (tensor(739.2411, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.859 (0.8526215598268327) | > loader_time: 0.0097 (0.009946855733979423)  --> TIME: 2025-05-09 11:54:12 -- STEP: 262/725 -- GLOBAL_STEP: 138200 | > loss_disc: 2.1070125102996826 (2.2081702160471246) | > loss_disc_real_0: 0.11711950600147247 (0.13673013772900774) | > loss_disc_real_1: 0.18741807341575623 (0.19391798131338508) | > loss_disc_real_2: 0.18384356796741486 (0.190368820806496) | > loss_disc_real_3: 0.20096555352210999 (0.20433236726822748) | > loss_disc_real_4: 0.1759723573923111 (0.19825226125371365) | > loss_disc_real_5: 0.18737976253032684 (0.20192387990141644) | > loss_0: 2.1070125102996826 (2.2081702160471246) | > grad_norm_0: tensor(12.0020, device='cuda:0') (tensor(35.6859, device='cuda:0')) | > loss_gen: 2.786512851715088 (2.7802668555092276) | > loss_kl: 1.679231882095337 (1.7393298635955985) | > loss_feat: 7.653542518615723 (8.255825031804674) | > loss_mel: 12.333971977233887 (13.364452081782217) | > loss_duration: 1.6846626996994019 (1.7036494489844518) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.137920379638672 (27.843523222071525) | > grad_norm_1: tensor(576.8975, device='cuda:0') (tensor(730.1663, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.877 (0.8530464836659322) | > loader_time: 0.0098 (0.009924449993453863)  --> TIME: 2025-05-09 11:54:55 -- STEP: 312/725 -- GLOBAL_STEP: 138250 | > loss_disc: 2.232426643371582 (2.210038179388411) | > loss_disc_real_0: 0.10196955502033234 (0.1365280121517105) | > loss_disc_real_1: 0.22001983225345612 (0.19433395999173322) | > loss_disc_real_2: 0.18223626911640167 (0.19060369666952345) | > loss_disc_real_3: 0.21845643222332 (0.20466905908706856) | > loss_disc_real_4: 0.16807255148887634 (0.19827567891050601) | > loss_disc_real_5: 0.2051049917936325 (0.20212617339805142) | > loss_0: 2.232426643371582 (2.210038179388411) | > grad_norm_0: tensor(31.0153, device='cuda:0') (tensor(35.7176, device='cuda:0')) | > loss_gen: 2.793168067932129 (2.778771462348791) | > loss_kl: 1.785963535308838 (1.7322469728115273) | > loss_feat: 9.402368545532227 (8.258649136775576) | > loss_mel: 15.506733894348145 (13.381177364251547) | > loss_duration: 1.7074435949325562 (1.702944733393498) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.195674896240234 (27.85378960462717) | > grad_norm_1: tensor(1067.1626, device='cuda:0') (tensor(736.7142, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8482 (0.8510261147450178) | > loader_time: 0.0104 (0.0099223622908959)  --> TIME: 2025-05-09 11:55:38 -- STEP: 362/725 -- GLOBAL_STEP: 138300 | > loss_disc: 2.0733325481414795 (2.2095294568420116) | > loss_disc_real_0: 0.12579971551895142 (0.13598212937294452) | > loss_disc_real_1: 0.16682402789592743 (0.194571226752924) | > loss_disc_real_2: 0.1939726024866104 (0.1905078166344547) | > loss_disc_real_3: 0.19979077577590942 (0.2048283245270423) | > loss_disc_real_4: 0.21053802967071533 (0.1985474907232253) | > loss_disc_real_5: 0.1831212341785431 (0.2018931740226007) | > loss_0: 2.0733325481414795 (2.2095294568420116) | > grad_norm_0: tensor(41.9790, device='cuda:0') (tensor(36.0318, device='cuda:0')) | > loss_gen: 2.9463584423065186 (2.7803294757453125) | > loss_kl: 1.6724247932434082 (1.7279761107587022) | > loss_feat: 9.097236633300781 (8.264985919657331) | > loss_mel: 14.47606086730957 (13.39768383647855) | > loss_duration: 1.6617940664291382 (1.7022949506564693) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.85387420654297 (27.8732702192022) | > grad_norm_1: tensor(901.7192, device='cuda:0') (tensor(744.3168, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8301 (0.8505100709957313) | > loader_time: 0.0096 (0.00993694653168567)  --> TIME: 2025-05-09 11:56:21 -- STEP: 412/725 -- GLOBAL_STEP: 138350 | > loss_disc: 2.3678886890411377 (2.208730874999055) | > loss_disc_real_0: 0.15400004386901855 (0.13556396749630145) | > loss_disc_real_1: 0.21369725465774536 (0.19462174629268136) | > loss_disc_real_2: 0.22391018271446228 (0.19090162557594978) | > loss_disc_real_3: 0.26131975650787354 (0.2047474243976537) | > loss_disc_real_4: 0.213515967130661 (0.19835360952228018) | > loss_disc_real_5: 0.24247020483016968 (0.20185985170232432) | > loss_0: 2.3678886890411377 (2.208730874999055) | > grad_norm_0: tensor(33.5026, device='cuda:0') (tensor(36.2848, device='cuda:0')) | > loss_gen: 2.495189666748047 (2.7859436371951434) | > loss_kl: 1.6692980527877808 (1.7224416556288893) | > loss_feat: 7.459479331970215 (8.287938683935732) | > loss_mel: 12.21418285369873 (13.425848125254062) | > loss_duration: 1.6969449520111084 (1.7024878955003127) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.53509521484375 (27.924659941960307) | > grad_norm_1: tensor(677.2651, device='cuda:0') (tensor(747.0922, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8653 (0.8505168134726367) | > loader_time: 0.0094 (0.00993985400616543)  --> TIME: 2025-05-09 11:57:04 -- STEP: 462/725 -- GLOBAL_STEP: 138400 | > loss_disc: 2.185214042663574 (2.2101506657930683) | > loss_disc_real_0: 0.1480492353439331 (0.13558458959385433) | > loss_disc_real_1: 0.18985335528850555 (0.1948039017262913) | > loss_disc_real_2: 0.18445350229740143 (0.1912661781816771) | > loss_disc_real_3: 0.20896850526332855 (0.2047844367561402) | > loss_disc_real_4: 0.18286290764808655 (0.19852637793078567) | > loss_disc_real_5: 0.20429262518882751 (0.20201143603046212) | > loss_0: 2.185214042663574 (2.2101506657930683) | > grad_norm_0: tensor(25.3349, device='cuda:0') (tensor(35.9087, device='cuda:0')) | > loss_gen: 2.8610546588897705 (2.781255691082447) | > loss_kl: 1.5950067043304443 (1.7263831248531092) | > loss_feat: 8.694531440734863 (8.28032949063684) | > loss_mel: 14.958526611328125 (13.41484234756205) | > loss_duration: 1.724924087524414 (1.7022579302003373) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.83404541015625 (27.90506854614654) | > grad_norm_1: tensor(603.7716, device='cuda:0') (tensor(749.4811, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.786 (0.8496278741142966) | > loader_time: 0.0094 (0.009947398008206182)  --> TIME: 2025-05-09 11:57:47 -- STEP: 512/725 -- GLOBAL_STEP: 138450 | > loss_disc: 2.211066246032715 (2.210727172670886) | > loss_disc_real_0: 0.11141142249107361 (0.1363454589300091) | > loss_disc_real_1: 0.20012788474559784 (0.1947352211282123) | > loss_disc_real_2: 0.18183432519435883 (0.19108340443926858) | > loss_disc_real_3: 0.15548650920391083 (0.20474395927158182) | > loss_disc_real_4: 0.1718931645154953 (0.198507576395059) | > loss_disc_real_5: 0.21477481722831726 (0.20198736109887244) | > loss_0: 2.211066246032715 (2.210727172670886) | > grad_norm_0: tensor(25.0077, device='cuda:0') (tensor(35.9604, device='cuda:0')) | > loss_gen: 2.5616490840911865 (2.7810675562359397) | > loss_kl: 1.88890540599823 (1.7267654894385485) | > loss_feat: 7.874635219573975 (8.2723341891542) | > loss_mel: 12.211819648742676 (13.404469266533848) | > loss_duration: 1.6450934410095215 (1.703219276620075) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.182104110717773 (27.887855764478445) | > grad_norm_1: tensor(730.9301, device='cuda:0') (tensor(744.1245, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8352 (0.8485888103023171) | > loader_time: 0.0106 (0.009940972086042159)  --> TIME: 2025-05-09 11:58:29 -- STEP: 562/725 -- GLOBAL_STEP: 138500 | > loss_disc: 2.3188672065734863 (2.2102209060217564) | > loss_disc_real_0: 0.2844317853450775 (0.13662687181312844) | > loss_disc_real_1: 0.2084474265575409 (0.1948755909804772) | > loss_disc_real_2: 0.20390427112579346 (0.19099229576854937) | > loss_disc_real_3: 0.20257146656513214 (0.20469109626533297) | > loss_disc_real_4: 0.1622382551431656 (0.19865228898584628) | > loss_disc_real_5: 0.2124444544315338 (0.20168970456326984) | > loss_0: 2.3188672065734863 (2.2102209060217564) | > grad_norm_0: tensor(68.4091, device='cuda:0') (tensor(36.0062, device='cuda:0')) | > loss_gen: 2.787022590637207 (2.781682649116924) | > loss_kl: 1.5614668130874634 (1.7294039681712927) | > loss_feat: 7.876441478729248 (8.274503291289568) | > loss_mel: 11.688819885253906 (13.406401311799721) | > loss_duration: 1.6771037578582764 (1.7034624783169752) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.590852737426758 (27.895453690634078) | > grad_norm_1: tensor(662.8837, device='cuda:0') (tensor(746.7167, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8912 (0.8476913259546951) | > loader_time: 0.0094 (0.009920469382479515)  --> TIME: 2025-05-09 11:59:12 -- STEP: 612/725 -- GLOBAL_STEP: 138550 | > loss_disc: 2.329926013946533 (2.2132992076328386) | > loss_disc_real_0: 0.1483960896730423 (0.1372088736373615) | > loss_disc_real_1: 0.20261389017105103 (0.19518271256603437) | > loss_disc_real_2: 0.20337983965873718 (0.19111654505717984) | > loss_disc_real_3: 0.23545238375663757 (0.20476472691870204) | > loss_disc_real_4: 0.22078324854373932 (0.198858050106008) | > loss_disc_real_5: 0.22048000991344452 (0.20195712672631724) | > loss_0: 2.329926013946533 (2.2132992076328386) | > grad_norm_0: tensor(38.7723, device='cuda:0') (tensor(35.5462, device='cuda:0')) | > loss_gen: 2.694262981414795 (2.777588432910395) | > loss_kl: 1.7059508562088013 (1.733582705064536) | > loss_feat: 7.528428554534912 (8.251284295437374) | > loss_mel: 11.99005126953125 (13.371464618670393) | > loss_duration: 1.6119709014892578 (1.7032395685030743) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.530664443969727 (27.837159630519885) | > grad_norm_1: tensor(717.6206, device='cuda:0') (tensor(738.5742, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8254 (0.8478853090915802) | > loader_time: 0.0088 (0.00990978214475843)  --> TIME: 2025-05-09 11:59:55 -- STEP: 662/725 -- GLOBAL_STEP: 138600 | > loss_disc: 2.0296287536621094 (2.211064218214273) | > loss_disc_real_0: 0.11189218610525131 (0.13671878781563573) | > loss_disc_real_1: 0.18561646342277527 (0.19518883418280547) | > loss_disc_real_2: 0.1597973108291626 (0.1907949741828477) | > loss_disc_real_3: 0.1829501837491989 (0.20474868188992007) | > loss_disc_real_4: 0.21435940265655518 (0.19887030003114048) | > loss_disc_real_5: 0.20444151759147644 (0.20171358245016954) | > loss_0: 2.0296287536621094 (2.211064218214273) | > grad_norm_0: tensor(33.1406, device='cuda:0') (tensor(35.3914, device='cuda:0')) | > loss_gen: 3.2452259063720703 (2.779765041933319) | > loss_kl: 1.8561052083969116 (1.7341110466830314) | > loss_feat: 10.356525421142578 (8.262868797671032) | > loss_mel: 15.673782348632812 (13.388328088374294) | > loss_duration: 1.7411590814590454 (1.7038328204630364) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.872798919677734 (27.868905810791194) | > grad_norm_1: tensor(1218.0020, device='cuda:0') (tensor(742.4526, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8604 (0.8472180881529054) | > loader_time: 0.0102 (0.009912550629445798)  --> TIME: 2025-05-09 12:00:38 -- STEP: 712/725 -- GLOBAL_STEP: 138650 | > loss_disc: 2.2277166843414307 (2.210691723428415) | > loss_disc_real_0: 0.09424946457147598 (0.13702058161117062) | > loss_disc_real_1: 0.20713914930820465 (0.19504654173100927) | > loss_disc_real_2: 0.1831110417842865 (0.19049600727353866) | > loss_disc_real_3: 0.20174869894981384 (0.204899525165223) | > loss_disc_real_4: 0.2235562950372696 (0.19876143097710075) | > loss_disc_real_5: 0.20123840868473053 (0.20187324762679226) | > loss_0: 2.2277166843414307 (2.210691723428415) | > grad_norm_0: tensor(32.5244, device='cuda:0') (tensor(35.4192, device='cuda:0')) | > loss_gen: 2.7529451847076416 (2.780463911844102) | > loss_kl: 1.8335859775543213 (1.736549779605329) | > loss_feat: 7.9839982986450195 (8.272855396351114) | > loss_mel: 14.05322265625 (13.401721517691449) | > loss_duration: 1.716554880142212 (1.703485687127274) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.340307235717773 (27.895076312375867) | > grad_norm_1: tensor(849.4765, device='cuda:0') (tensor(745.9908, device='cuda:0')) | > current_lr_0: 0.00019684987340346216 | > current_lr_1: 0.00019684987340346216 | > step_time: 0.8049 (0.847045555208506) | > loader_time: 0.0094 (0.009903247771638176)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0774567127227783 (2.0774567127227783) | > loss_disc_real_0: 0.08806732296943665 (0.08806732296943665) | > loss_disc_real_1: 0.1432858109474182 (0.1432858109474182) | > loss_disc_real_2: 0.18189801275730133 (0.18189801275730133) | > loss_disc_real_3: 0.19251304864883423 (0.19251304864883423) | > loss_disc_real_4: 0.20013786852359772 (0.20013786852359772) | > loss_disc_real_5: 0.2001994252204895 (0.2001994252204895) | > loss_0: 2.0774567127227783 (2.0774567127227783) | > loss_gen: 2.664048194885254 (2.664048194885254) | > loss_kl: 2.050326108932495 (2.050326108932495) | > loss_feat: 9.986823081970215 (9.986823081970215) | > loss_mel: 16.066251754760742 (16.066251754760742) | > loss_duration: 1.6823331117630005 (1.6823331117630005) | > loss_1: 32.44978332519531 (32.44978332519531)  --> STEP: 1 | > loss_disc: 2.1928019523620605 (2.1928019523620605) | > loss_disc_real_0: 0.11609216779470444 (0.11609216779470444) | > loss_disc_real_1: 0.1571086198091507 (0.1571086198091507) | > loss_disc_real_2: 0.21427501738071442 (0.21427501738071442) | > loss_disc_real_3: 0.174092635512352 (0.174092635512352) | > loss_disc_real_4: 0.20252694189548492 (0.20252694189548492) | > loss_disc_real_5: 0.19835279881954193 (0.19835279881954193) | > loss_0: 2.1928019523620605 (2.1928019523620605) | > loss_gen: 2.49523663520813 (2.49523663520813) | > loss_kl: 2.0588772296905518 (2.0588772296905518) | > loss_feat: 7.979033470153809 (7.979033470153809) | > loss_mel: 13.520339965820312 (13.520339965820312) | > loss_duration: 1.7840346097946167 (1.7840346097946167) | > loss_1: 27.837522506713867 (27.837522506713867)  --> STEP: 2 | > loss_disc: 2.1689260005950928 (2.1808639764785767) | > loss_disc_real_0: 0.11874869465827942 (0.11742043122649193) | > loss_disc_real_1: 0.15241190791130066 (0.15476026386022568) | > loss_disc_real_2: 0.1840014010667801 (0.19913820922374725) | > loss_disc_real_3: 0.17801973223686218 (0.1760561838746071) | > loss_disc_real_4: 0.22848960757255554 (0.21550827473402023) | > loss_disc_real_5: 0.19172482192516327 (0.1950388103723526) | > loss_0: 2.1689260005950928 (2.1808639764785767) | > loss_gen: 2.5680785179138184 (2.531657576560974) | > loss_kl: 1.8836077451705933 (1.9712424874305725) | > loss_feat: 8.120701789855957 (8.049867630004883) | > loss_mel: 14.238471984863281 (13.879405975341797) | > loss_duration: 1.8245503902435303 (1.8042925000190735) | > loss_1: 28.635412216186523 (28.236467361450195)  --> STEP: 3 | > loss_disc: 2.231555461883545 (2.197761138280233) | > loss_disc_real_0: 0.1378178596496582 (0.12421957403421402) | > loss_disc_real_1: 0.16259706020355225 (0.1573725293080012) | > loss_disc_real_2: 0.19527895748615265 (0.19785179197788239) | > loss_disc_real_3: 0.18878409266471863 (0.1802988201379776) | > loss_disc_real_4: 0.2315267026424408 (0.22084775070349374) | > loss_disc_real_5: 0.19524076581001282 (0.19510612885157266) | > loss_0: 2.231555461883545 (2.197761138280233) | > loss_gen: 2.456151247024536 (2.506488800048828) | > loss_kl: 1.9760717153549194 (1.9728522300720215) | > loss_feat: 7.588078022003174 (7.8959377606709795) | > loss_mel: 13.206781387329102 (13.655197779337565) | > loss_duration: 1.7884372472763062 (1.7990074157714844) | > loss_1: 27.015520095825195 (27.829484939575195)  --> STEP: 4 | > loss_disc: 2.2433366775512695 (2.209155023097992) | > loss_disc_real_0: 0.14126604795455933 (0.12848119251430035) | > loss_disc_real_1: 0.15651877224445343 (0.15715909004211426) | > loss_disc_real_2: 0.18998561799526215 (0.19588524848222733) | > loss_disc_real_3: 0.2024412751197815 (0.18583443388342857) | > loss_disc_real_4: 0.23370108008384705 (0.22406108304858208) | > loss_disc_real_5: 0.2179545760154724 (0.2008182406425476) | > loss_0: 2.2433366775512695 (2.209155023097992) | > loss_gen: 2.485973358154297 (2.5013599395751953) | > loss_kl: 1.9575564861297607 (1.9690282940864563) | > loss_feat: 7.700201988220215 (7.847003817558289) | > loss_mel: 12.544960975646973 (13.377638578414917) | > loss_duration: 1.7495832443237305 (1.786651372909546) | > loss_1: 26.438278198242188 (27.481683254241943) --> EVAL PERFORMANCE | > avg_loader_time: 0.2761033773422241 (-0.005734145641326904) | > avg_loss_disc: 2.209155023097992 (+0.026959538459777832) | > avg_loss_disc_real_0: 0.12848119251430035 (+0.001610834151506424) | > avg_loss_disc_real_1: 0.15715909004211426 (-0.06977890059351921) | > avg_loss_disc_real_2: 0.19588524848222733 (+0.0006220228970050812) | > avg_loss_disc_real_3: 0.18583443388342857 (-0.015219219028949738) | > avg_loss_disc_real_4: 0.22406108304858208 (+0.015818968415260315) | > avg_loss_disc_real_5: 0.2008182406425476 (-0.030362270772457123) | > avg_loss_0: 2.209155023097992 (+0.026959538459777832) | > avg_loss_gen: 2.5013599395751953 (-0.31283408403396606) | > avg_loss_kl: 1.9690282940864563 (-0.07168000936508179) | > avg_loss_feat: 7.847003817558289 (-0.4391733407974243) | > avg_loss_mel: 13.377638578414917 (-0.27605366706848145) | > avg_loss_duration: 1.786651372909546 (+0.0029297173023223877) | > avg_loss_1: 27.481683254241943 (-1.0968103408813477)  > EPOCH: 128/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 12:00:55)   --> TIME: 2025-05-09 12:01:29 -- STEP: 37/725 -- GLOBAL_STEP: 138700 | > loss_disc: 2.160015106201172 (2.2107211834675558) | > loss_disc_real_0: 0.10818643867969513 (0.13499188040559357) | > loss_disc_real_1: 0.15985934436321259 (0.19480981456266866) | > loss_disc_real_2: 0.17566436529159546 (0.18939384536163226) | > loss_disc_real_3: 0.17905639111995697 (0.20403554230122953) | > loss_disc_real_4: 0.19956378638744354 (0.20023932368368713) | > loss_disc_real_5: 0.18995191156864166 (0.20155920813212527) | > loss_0: 2.160015106201172 (2.2107211834675558) | > grad_norm_0: tensor(35.4453, device='cuda:0') (tensor(34.7533, device='cuda:0')) | > loss_gen: 2.7347283363342285 (2.77373567143002) | > loss_kl: 1.603183627128601 (1.769009693248852) | > loss_feat: 8.181450843811035 (8.180445155581909) | > loss_mel: 12.578709602355957 (13.34770259341678) | > loss_duration: 1.701145052909851 (1.6996995371741217) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.799217224121094 (27.7705923544394) | > grad_norm_1: tensor(187.7172, device='cuda:0') (tensor(715.8333, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8672 (0.855047928320395) | > loader_time: 0.01 (0.010108445141766523)  --> TIME: 2025-05-09 12:02:12 -- STEP: 87/725 -- GLOBAL_STEP: 138750 | > loss_disc: 2.38743257522583 (2.2098961314935783) | > loss_disc_real_0: 0.25371384620666504 (0.13709867856968405) | > loss_disc_real_1: 0.21013960242271423 (0.19573754671661334) | > loss_disc_real_2: 0.19620101153850555 (0.1899518935844816) | > loss_disc_real_3: 0.22426453232765198 (0.20392527302791333) | > loss_disc_real_4: 0.2109602838754654 (0.19948970175337513) | > loss_disc_real_5: 0.24937351047992706 (0.2006961576554967) | > loss_0: 2.38743257522583 (2.2098961314935783) | > grad_norm_0: tensor(54.1101, device='cuda:0') (tensor(35.5269, device='cuda:0')) | > loss_gen: 2.689241886138916 (2.7907824762936295) | > loss_kl: 1.5461735725402832 (1.7540035083376129) | > loss_feat: 7.454709053039551 (8.239150458368762) | > loss_mel: 13.071043968200684 (13.421425446696665) | > loss_duration: 1.6717944145202637 (1.7017175534675861) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.43296241760254 (27.907079411649157) | > grad_norm_1: tensor(791.9131, device='cuda:0') (tensor(735.8930, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8262 (0.8494534602110413) | > loader_time: 0.009 (0.00976872718197176)  --> TIME: 2025-05-09 12:02:55 -- STEP: 137/725 -- GLOBAL_STEP: 138800 | > loss_disc: 2.18986439704895 (2.2014879014370208) | > loss_disc_real_0: 0.18365997076034546 (0.13564454116960506) | > loss_disc_real_1: 0.20652221143245697 (0.19489941479515854) | > loss_disc_real_2: 0.17386294901371002 (0.18792999595621207) | > loss_disc_real_3: 0.18270757794380188 (0.20403237314554898) | > loss_disc_real_4: 0.2088700383901596 (0.19856719248486263) | > loss_disc_real_5: 0.20041076838970184 (0.2011895985716451) | > loss_0: 2.18986439704895 (2.2014879014370208) | > grad_norm_0: tensor(44.2107, device='cuda:0') (tensor(36.6853, device='cuda:0')) | > loss_gen: 2.7436227798461914 (2.7956210801201156) | > loss_kl: 1.8932321071624756 (1.756945791035673) | > loss_feat: 7.664695739746094 (8.299768691515402) | > loss_mel: 12.330794334411621 (13.445776514763379) | > loss_duration: 1.678497552871704 (1.7030836448182154) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.310840606689453 (28.00119569875898) | > grad_norm_1: tensor(613.8792, device='cuda:0') (tensor(734.3853, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8128 (0.8488631439905097) | > loader_time: 0.0089 (0.009882671119522875)  --> TIME: 2025-05-09 12:03:38 -- STEP: 187/725 -- GLOBAL_STEP: 138850 | > loss_disc: 2.0121207237243652 (2.203476816575159) | > loss_disc_real_0: 0.13852673768997192 (0.13583757588888873) | > loss_disc_real_1: 0.19807878136634827 (0.19484929891831096) | > loss_disc_real_2: 0.19145822525024414 (0.18815855506588428) | > loss_disc_real_3: 0.1844920963048935 (0.20504408038873728) | > loss_disc_real_4: 0.17186319828033447 (0.1983913869303178) | > loss_disc_real_5: 0.1653398722410202 (0.2012552373549517) | > loss_0: 2.0121207237243652 (2.203476816575159) | > grad_norm_0: tensor(41.6587, device='cuda:0') (tensor(35.8106, device='cuda:0')) | > loss_gen: 2.971602201461792 (2.7832224585793237) | > loss_kl: 1.8393245935440063 (1.7497572726744381) | > loss_feat: 9.7290620803833 (8.239269052597287) | > loss_mel: 15.176382064819336 (13.342744806871055) | > loss_duration: 1.723785400390625 (1.7040986721528406) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.440156936645508 (27.819092204864013) | > grad_norm_1: tensor(870.7755, device='cuda:0') (tensor(746.7405, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8381 (0.8465809439592821) | > loader_time: 0.0106 (0.00987047817617814)  --> TIME: 2025-05-09 12:04:21 -- STEP: 237/725 -- GLOBAL_STEP: 138900 | > loss_disc: 2.1646907329559326 (2.2075393199920668) | > loss_disc_real_0: 0.12693116068840027 (0.13848471396331552) | > loss_disc_real_1: 0.18601661920547485 (0.19479084964291457) | > loss_disc_real_2: 0.1691766381263733 (0.18824558551049933) | > loss_disc_real_3: 0.18397760391235352 (0.20515626650067828) | > loss_disc_real_4: 0.1556985080242157 (0.19887112892126735) | > loss_disc_real_5: 0.19351395964622498 (0.20092146356397536) | > loss_0: 2.1646907329559326 (2.2075393199920668) | > grad_norm_0: tensor(15.2464, device='cuda:0') (tensor(35.8435, device='cuda:0')) | > loss_gen: 2.7111284732818604 (2.782469463750783) | > loss_kl: 1.8331420421600342 (1.7476418390555724) | > loss_feat: 8.717267036437988 (8.237885193482724) | > loss_mel: 14.203499794006348 (13.348976710677649) | > loss_duration: 1.67608642578125 (1.7041206923215197) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.141124725341797 (27.82109386910869) | > grad_norm_1: tensor(627.1315, device='cuda:0') (tensor(722.3423, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8085 (0.8458800818849717) | > loader_time: 0.0094 (0.009877564031866534)  --> TIME: 2025-05-09 12:05:04 -- STEP: 287/725 -- GLOBAL_STEP: 138950 | > loss_disc: 2.178591728210449 (2.209936956910724) | > loss_disc_real_0: 0.11610811203718185 (0.1385288317184831) | > loss_disc_real_1: 0.16635248064994812 (0.19443643300790817) | > loss_disc_real_2: 0.17464827001094818 (0.1885129346249411) | > loss_disc_real_3: 0.22249934077262878 (0.2057300337723324) | > loss_disc_real_4: 0.18610446155071259 (0.19912751439556428) | > loss_disc_real_5: 0.1857743114233017 (0.20135329456071815) | > loss_0: 2.178591728210449 (2.209936956910724) | > grad_norm_0: tensor(28.4777, device='cuda:0') (tensor(35.7266, device='cuda:0')) | > loss_gen: 2.8178622722625732 (2.7723469426822995) | > loss_kl: 1.5792882442474365 (1.743406883100184) | > loss_feat: 8.815901756286621 (8.212834971291668) | > loss_mel: 13.379584312438965 (13.339995955756315) | > loss_duration: 1.7255148887634277 (1.704601253782) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.318151473999023 (27.773186009104663) | > grad_norm_1: tensor(962.1196, device='cuda:0') (tensor(723.4033, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.815 (0.8449075296780789) | > loader_time: 0.0095 (0.009930883135114397)  --> TIME: 2025-05-09 12:05:47 -- STEP: 337/725 -- GLOBAL_STEP: 139000 | > loss_disc: 2.1496567726135254 (2.2061983958903704) | > loss_disc_real_0: 0.16068777441978455 (0.13746796512992876) | > loss_disc_real_1: 0.20918665826320648 (0.19462314248085016) | > loss_disc_real_2: 0.18080291152000427 (0.18864277142268615) | > loss_disc_real_3: 0.2661912441253662 (0.2051716592792942) | > loss_disc_real_4: 0.18727383017539978 (0.19890556592792716) | > loss_disc_real_5: 0.22566260397434235 (0.200930540701402) | > loss_0: 2.1496567726135254 (2.2061983958903704) | > grad_norm_0: tensor(47.4881, device='cuda:0') (tensor(35.0419, device='cuda:0')) | > loss_gen: 2.972468376159668 (2.778846720205922) | > loss_kl: 1.6849507093429565 (1.7393904284129158) | > loss_feat: 8.833986282348633 (8.24664817295018) | > loss_mel: 14.686813354492188 (13.352859267848888) | > loss_duration: 1.6652252674102783 (1.7037371389943694) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.84344482421875 (27.821481761309798) | > grad_norm_1: tensor(883.0729, device='cuda:0') (tensor(719.9382, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8762 (0.8451420878798035) | > loader_time: 0.0105 (0.009878392035600338) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_139000.pth  --> TIME: 2025-05-09 12:06:32 -- STEP: 387/725 -- GLOBAL_STEP: 139050 | > loss_disc: 2.161835193634033 (2.210146340288858) | > loss_disc_real_0: 0.13211944699287415 (0.13791254663344182) | > loss_disc_real_1: 0.17544589936733246 (0.19504891305160765) | > loss_disc_real_2: 0.21900402009487152 (0.18927515943075027) | > loss_disc_real_3: 0.20499329268932343 (0.20488712592026376) | > loss_disc_real_4: 0.19691479206085205 (0.19893605360227037) | > loss_disc_real_5: 0.212672159075737 (0.2012326796695551) | > loss_0: 2.161835193634033 (2.210146340288858) | > grad_norm_0: tensor(34.0123, device='cuda:0') (tensor(35.4730, device='cuda:0')) | > loss_gen: 2.9408750534057617 (2.775606978463263) | > loss_kl: 1.852230191230774 (1.7364525339092087) | > loss_feat: 8.737180709838867 (8.231626255567686) | > loss_mel: 14.425216674804688 (13.370275815327963) | > loss_duration: 1.785172939300537 (1.7038532073491608) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.74067497253418 (27.81781479985831) | > grad_norm_1: tensor(601.5505, device='cuda:0') (tensor(717.0302, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8579 (0.8448063618761008) | > loader_time: 0.0104 (0.009873662500110392)  --> TIME: 2025-05-09 12:07:15 -- STEP: 437/725 -- GLOBAL_STEP: 139100 | > loss_disc: 2.195446729660034 (2.2072395601861827) | > loss_disc_real_0: 0.1306348741054535 (0.13713762455660355) | > loss_disc_real_1: 0.20335541665554047 (0.19482900628508906) | > loss_disc_real_2: 0.20063844323158264 (0.1890909474351586) | > loss_disc_real_3: 0.19877614080905914 (0.20481161050310948) | > loss_disc_real_4: 0.17055539786815643 (0.1987933449668797) | > loss_disc_real_5: 0.19726324081420898 (0.2012702290403488) | > loss_0: 2.195446729660034 (2.2072395601861827) | > grad_norm_0: tensor(41.2502, device='cuda:0') (tensor(35.4233, device='cuda:0')) | > loss_gen: 2.6660189628601074 (2.781255423067908) | > loss_kl: 1.6718765497207642 (1.739230153489713) | > loss_feat: 8.131107330322266 (8.265254242196507) | > loss_mel: 13.737022399902344 (13.409398554664454) | > loss_duration: 1.6760752201080322 (1.7036557718599958) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.88210105895996 (27.8987941392772) | > grad_norm_1: tensor(987.5095, device='cuda:0') (tensor(719.6799, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8921 (0.844289489414381) | > loader_time: 0.0101 (0.009855334218634071)  --> TIME: 2025-05-09 12:07:58 -- STEP: 487/725 -- GLOBAL_STEP: 139150 | > loss_disc: 2.2109909057617188 (2.2072209969193555) | > loss_disc_real_0: 0.09404496103525162 (0.13676215445114098) | > loss_disc_real_1: 0.16101017594337463 (0.19497918002536896) | > loss_disc_real_2: 0.20756222307682037 (0.18929422544258087) | > loss_disc_real_3: 0.22612984478473663 (0.20488511062623055) | > loss_disc_real_4: 0.1943735033273697 (0.19871254959879958) | > loss_disc_real_5: 0.17015358805656433 (0.2009601030322805) | > loss_0: 2.2109909057617188 (2.2072209969193555) | > grad_norm_0: tensor(49.4563, device='cuda:0') (tensor(35.1920, device='cuda:0')) | > loss_gen: 2.8510191440582275 (2.7799714360638554) | > loss_kl: 1.7952669858932495 (1.7378543306914689) | > loss_feat: 8.818352699279785 (8.256028441677838) | > loss_mel: 13.856245040893555 (13.401757396956489) | > loss_duration: 1.6952483654022217 (1.7040467903599354) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.016130447387695 (27.879658364172588) | > grad_norm_1: tensor(831.7474, device='cuda:0') (tensor(723.9780, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.7985 (0.843984971056239) | > loader_time: 0.0095 (0.00982271817185795)  --> TIME: 2025-05-09 12:08:40 -- STEP: 537/725 -- GLOBAL_STEP: 139200 | > loss_disc: 2.1907920837402344 (2.2053979690736467) | > loss_disc_real_0: 0.1943695843219757 (0.13635634685028855) | > loss_disc_real_1: 0.2022661715745926 (0.19485362947986112) | > loss_disc_real_2: 0.21750755608081818 (0.18921293024133262) | > loss_disc_real_3: 0.1961004137992859 (0.20477808873191675) | > loss_disc_real_4: 0.21273058652877808 (0.198683536529985) | > loss_disc_real_5: 0.20778964459896088 (0.20102137024731162) | > loss_0: 2.1907920837402344 (2.2053979690736467) | > grad_norm_0: tensor(74.8155, device='cuda:0') (tensor(35.4053, device='cuda:0')) | > loss_gen: 2.820249557495117 (2.7863508034462803) | > loss_kl: 1.6278982162475586 (1.7378528442240737) | > loss_feat: 8.532434463500977 (8.277099206238926) | > loss_mel: 13.735454559326172 (13.429278981086263) | > loss_duration: 1.735790729522705 (1.704349139993195) | > amp_scaler: 256.0 (139.6797020484171) | > loss_1: 28.451826095581055 (27.93493092215483) | > grad_norm_1: tensor(911.7035, device='cuda:0') (tensor(718.4324, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8409 (0.8435137684784787) | > loader_time: 0.0097 (0.00983118211756871)  --> TIME: 2025-05-09 12:09:23 -- STEP: 587/725 -- GLOBAL_STEP: 139250 | > loss_disc: 2.1293551921844482 (2.2043599030431342) | > loss_disc_real_0: 0.0883994996547699 (0.1360749101720026) | > loss_disc_real_1: 0.17706885933876038 (0.1946695698028529) | > loss_disc_real_2: 0.19961486756801605 (0.18916848284117807) | > loss_disc_real_3: 0.20788896083831787 (0.20467951033245366) | > loss_disc_real_4: 0.2146303355693817 (0.19852570582695273) | > loss_disc_real_5: 0.20121856033802032 (0.20113802951279847) | > loss_0: 2.1293551921844482 (2.2043599030431342) | > grad_norm_0: tensor(21.2779, device='cuda:0') (tensor(35.4449, device='cuda:0')) | > loss_gen: 2.8986499309539795 (2.7883500232404073) | > loss_kl: 1.8094984292984009 (1.7406239294315318) | > loss_feat: 9.00058364868164 (8.293200696753477) | > loss_mel: 14.492613792419434 (13.446323766822104) | > loss_duration: 1.6784969568252563 (1.7038629071269773) | > amp_scaler: 256.0 (149.58773424190798) | > loss_1: 29.87984275817871 (27.972361280321067) | > grad_norm_1: tensor(1013.7466, device='cuda:0') (tensor(726.6078, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8515 (0.843508465326624) | > loader_time: 0.0095 (0.009818718827359714)  --> TIME: 2025-05-09 12:10:06 -- STEP: 637/725 -- GLOBAL_STEP: 139300 | > loss_disc: 2.19002628326416 (2.2042424547803265) | > loss_disc_real_0: 0.11172834038734436 (0.13581399678061104) | > loss_disc_real_1: 0.19405876100063324 (0.1946233362193385) | > loss_disc_real_2: 0.18142741918563843 (0.18941512133113245) | > loss_disc_real_3: 0.19478900730609894 (0.20461542520736412) | > loss_disc_real_4: 0.20199434459209442 (0.19846100489984694) | > loss_disc_real_5: 0.17592661082744598 (0.2012015822543828) | > loss_0: 2.19002628326416 (2.2042424547803265) | > grad_norm_0: tensor(40.0505, device='cuda:0') (tensor(35.4152, device='cuda:0')) | > loss_gen: 2.7524757385253906 (2.7885739462716224) | > loss_kl: 1.7101991176605225 (1.7434675031030198) | > loss_feat: 8.288190841674805 (8.303903488386739) | > loss_mel: 13.492290496826172 (13.4589935688995) | > loss_duration: 1.6631535291671753 (1.703458952192609) | > amp_scaler: 256.0 (157.94034536891675) | > loss_1: 27.906309127807617 (27.998397401962407) | > grad_norm_1: tensor(244.1445, device='cuda:0') (tensor(732.8707, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8246 (0.8431637324568237) | > loader_time: 0.0091 (0.009820260282962623)  --> TIME: 2025-05-09 12:10:49 -- STEP: 687/725 -- GLOBAL_STEP: 139350 | > loss_disc: 2.181487560272217 (2.2040649583072476) | > loss_disc_real_0: 0.12134669721126556 (0.1363867919301016) | > loss_disc_real_1: 0.19939877092838287 (0.19440258141428093) | > loss_disc_real_2: 0.17795783281326294 (0.1894692700502653) | > loss_disc_real_3: 0.17138594388961792 (0.20435290674108259) | > loss_disc_real_4: 0.17238172888755798 (0.1983777643811755) | > loss_disc_real_5: 0.24532181024551392 (0.2010815659161044) | > loss_0: 2.181487560272217 (2.2040649583072476) | > grad_norm_0: tensor(26.6761, device='cuda:0') (tensor(35.7795, device='cuda:0')) | > loss_gen: 2.8200318813323975 (2.7891416317163755) | > loss_kl: 1.699916958808899 (1.7414892722772546) | > loss_feat: 8.789848327636719 (8.30170844631944) | > loss_mel: 13.28936767578125 (13.458202850697175) | > loss_duration: 1.7105275392532349 (1.7030635667853653) | > amp_scaler: 256.0 (165.07714701601165) | > loss_1: 28.3096923828125 (27.993605709492385) | > grad_norm_1: tensor(662.0142, device='cuda:0') (tensor(734.5339, device='cuda:0')) | > current_lr_0: 0.00019682526716928672 | > current_lr_1: 0.00019682526716928672 | > step_time: 0.8576 (0.8428204024896522) | > loader_time: 0.0104 (0.00980964567636992)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2330174446105957 (2.2330174446105957) | > loss_disc_real_0: 0.11796250194311142 (0.11796250194311142) | > loss_disc_real_1: 0.23499001562595367 (0.23499001562595367) | > loss_disc_real_2: 0.20959565043449402 (0.20959565043449402) | > loss_disc_real_3: 0.20390290021896362 (0.20390290021896362) | > loss_disc_real_4: 0.21595308184623718 (0.21595308184623718) | > loss_disc_real_5: 0.18254241347312927 (0.18254241347312927) | > loss_0: 2.2330174446105957 (2.2330174446105957) | > loss_gen: 2.6763265132904053 (2.6763265132904053) | > loss_kl: 1.9777703285217285 (1.9777703285217285) | > loss_feat: 9.503198623657227 (9.503198623657227) | > loss_mel: 14.896529197692871 (14.896529197692871) | > loss_duration: 1.6648504734039307 (1.6648504734039307) | > loss_1: 30.71867561340332 (30.71867561340332)  --> STEP: 1 | > loss_disc: 2.270473003387451 (2.270473003387451) | > loss_disc_real_0: 0.11155678331851959 (0.11155678331851959) | > loss_disc_real_1: 0.23839275538921356 (0.23839275538921356) | > loss_disc_real_2: 0.20530536770820618 (0.20530536770820618) | > loss_disc_real_3: 0.18723836541175842 (0.18723836541175842) | > loss_disc_real_4: 0.20591555535793304 (0.20591555535793304) | > loss_disc_real_5: 0.20398221909999847 (0.20398221909999847) | > loss_0: 2.270473003387451 (2.270473003387451) | > loss_gen: 2.5089640617370605 (2.5089640617370605) | > loss_kl: 1.940403699874878 (1.940403699874878) | > loss_feat: 7.801518440246582 (7.801518440246582) | > loss_mel: 13.48021411895752 (13.48021411895752) | > loss_duration: 1.7638603448867798 (1.7638603448867798) | > loss_1: 27.494962692260742 (27.494962692260742)  --> STEP: 2 | > loss_disc: 2.3002095222473145 (2.285341262817383) | > loss_disc_real_0: 0.13661251962184906 (0.12408465147018433) | > loss_disc_real_1: 0.2299775332212448 (0.2341851443052292) | > loss_disc_real_2: 0.20710758864879608 (0.20620647817850113) | > loss_disc_real_3: 0.20664000511169434 (0.19693918526172638) | > loss_disc_real_4: 0.19852818548679352 (0.20222187042236328) | > loss_disc_real_5: 0.21465632319450378 (0.20931927114725113) | > loss_0: 2.3002095222473145 (2.285341262817383) | > loss_gen: 2.554591178894043 (2.5317776203155518) | > loss_kl: 1.9526768922805786 (1.9465402960777283) | > loss_feat: 7.317959308624268 (7.559738874435425) | > loss_mel: 12.837381362915039 (13.15879774093628) | > loss_duration: 1.8403586149215698 (1.8021094799041748) | > loss_1: 26.502967834472656 (26.9989652633667)  --> STEP: 3 | > loss_disc: 2.3595426082611084 (2.310075044631958) | > loss_disc_real_0: 0.1255217343568802 (0.12456367909908295) | > loss_disc_real_1: 0.2596108615398407 (0.24266038338343301) | > loss_disc_real_2: 0.2061661034822464 (0.20619301994641623) | > loss_disc_real_3: 0.21070162951946259 (0.20152666668097177) | > loss_disc_real_4: 0.19462604820728302 (0.1996899296840032) | > loss_disc_real_5: 0.1982571929693222 (0.20563191175460815) | > loss_0: 2.3595426082611084 (2.310075044631958) | > loss_gen: 2.405466079711914 (2.4896737734476724) | > loss_kl: 2.0898475646972656 (1.994309385617574) | > loss_feat: 7.035019874572754 (7.384832541147868) | > loss_mel: 13.383602142333984 (13.233732541402182) | > loss_duration: 1.7989449501037598 (1.8010546366373699) | > loss_1: 26.712879180908203 (26.903603235880535)  --> STEP: 4 | > loss_disc: 2.3405351638793945 (2.317690074443817) | > loss_disc_real_0: 0.1363612711429596 (0.1275130771100521) | > loss_disc_real_1: 0.2577056586742401 (0.2464217022061348) | > loss_disc_real_2: 0.2143663763999939 (0.20823635905981064) | > loss_disc_real_3: 0.2093794196844101 (0.20348985493183136) | > loss_disc_real_4: 0.20830845832824707 (0.20184456184506416) | > loss_disc_real_5: 0.22204160690307617 (0.20973433554172516) | > loss_0: 2.3405351638793945 (2.317690074443817) | > loss_gen: 2.6204192638397217 (2.522360146045685) | > loss_kl: 1.8570876121520996 (1.9600039422512054) | > loss_feat: 7.3069233894348145 (7.3653552532196045) | > loss_mel: 12.925448417663574 (13.15666151046753) | > loss_duration: 1.7371596097946167 (1.7850808799266815) | > loss_1: 26.447036743164062 (26.789461612701416) --> EVAL PERFORMANCE | > avg_loader_time: 0.27645576000213623 (+0.0003523826599121094) | > avg_loss_disc: 2.317690074443817 (+0.1085350513458252) | > avg_loss_disc_real_0: 0.1275130771100521 (-0.0009681154042482376) | > avg_loss_disc_real_1: 0.2464217022061348 (+0.08926261216402054) | > avg_loss_disc_real_2: 0.20823635905981064 (+0.012351110577583313) | > avg_loss_disc_real_3: 0.20348985493183136 (+0.017655421048402786) | > avg_loss_disc_real_4: 0.20184456184506416 (-0.022216521203517914) | > avg_loss_disc_real_5: 0.20973433554172516 (+0.008916094899177551) | > avg_loss_0: 2.317690074443817 (+0.1085350513458252) | > avg_loss_gen: 2.522360146045685 (+0.021000206470489502) | > avg_loss_kl: 1.9600039422512054 (-0.009024351835250854) | > avg_loss_feat: 7.3653552532196045 (-0.4816485643386841) | > avg_loss_mel: 13.15666151046753 (-0.2209770679473877) | > avg_loss_duration: 1.7850808799266815 (-0.0015704929828643799) | > avg_loss_1: 26.789461612701416 (-0.6922216415405273)  > EPOCH: 129/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 12:11:27)   --> TIME: 2025-05-09 12:11:40 -- STEP: 12/725 -- GLOBAL_STEP: 139400 | > loss_disc: 2.1426305770874023 (2.208563804626465) | > loss_disc_real_0: 0.11191876232624054 (0.136962511887153) | > loss_disc_real_1: 0.19914031028747559 (0.19491225481033325) | > loss_disc_real_2: 0.20689614117145538 (0.18680890028675398) | > loss_disc_real_3: 0.1985686868429184 (0.20113194485505423) | > loss_disc_real_4: 0.1892259567975998 (0.1931454079846541) | > loss_disc_real_5: 0.15727970004081726 (0.20831063389778137) | > loss_0: 2.1426305770874023 (2.208563804626465) | > grad_norm_0: tensor(33.9993, device='cuda:0') (tensor(33.1466, device='cuda:0')) | > loss_gen: 2.731147527694702 (2.740602433681488) | > loss_kl: 1.6762186288833618 (1.768030196428299) | > loss_feat: 8.739750862121582 (8.30170222123464) | > loss_mel: 13.07734203338623 (13.758819897969564) | > loss_duration: 1.7209696769714355 (1.699322134256363) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.945430755615234 (28.268477121988933) | > grad_norm_1: tensor(885.3179, device='cuda:0') (tensor(789.0520, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8464 (0.8659878770510355) | > loader_time: 0.0097 (0.009927531083424887)  --> TIME: 2025-05-09 12:12:23 -- STEP: 62/725 -- GLOBAL_STEP: 139450 | > loss_disc: 2.3728713989257812 (2.225979208946229) | > loss_disc_real_0: 0.19702182710170746 (0.13892517959879297) | > loss_disc_real_1: 0.19237454235553741 (0.19499470990511678) | > loss_disc_real_2: 0.22267276048660278 (0.18887717637323564) | > loss_disc_real_3: 0.22362804412841797 (0.20794488105081743) | > loss_disc_real_4: 0.22951959073543549 (0.19991859505253454) | > loss_disc_real_5: 0.20201393961906433 (0.2059129820235314) | > loss_0: 2.3728713989257812 (2.225979208946229) | > grad_norm_0: tensor(46.6896, device='cuda:0') (tensor(35.2757, device='cuda:0')) | > loss_gen: 2.583073854446411 (2.7522887914411482) | > loss_kl: 1.6665066480636597 (1.7590486811053367) | > loss_feat: 7.013703346252441 (8.243271950752506) | > loss_mel: 11.760811805725098 (13.481928363923103) | > loss_duration: 1.7471630573272705 (1.6941095186818032) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.771259307861328 (27.930647265526556) | > grad_norm_1: tensor(983.7630, device='cuda:0') (tensor(726.5715, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8428 (0.8535984754562378) | > loader_time: 0.0094 (0.009950618590078047)  --> TIME: 2025-05-09 12:13:06 -- STEP: 112/725 -- GLOBAL_STEP: 139500 | > loss_disc: 2.0511116981506348 (2.2224560401269384) | > loss_disc_real_0: 0.09642113000154495 (0.13950459226699816) | > loss_disc_real_1: 0.19021791219711304 (0.19441660400480032) | > loss_disc_real_2: 0.17304052412509918 (0.18872290862990276) | > loss_disc_real_3: 0.20108065009117126 (0.20725167077034712) | > loss_disc_real_4: 0.18686188757419586 (0.19856478979012793) | > loss_disc_real_5: 0.17106197774410248 (0.20574807934463024) | > loss_0: 2.0511116981506348 (2.2224560401269384) | > grad_norm_0: tensor(34.7914, device='cuda:0') (tensor(36.0406, device='cuda:0')) | > loss_gen: 2.888263702392578 (2.749616765550205) | > loss_kl: 1.5876199007034302 (1.749976868075984) | > loss_feat: 9.5813627243042 (8.15975221140045) | > loss_mel: 14.298818588256836 (13.33527774470193) | > loss_duration: 1.6992805004119873 (1.6983787726078714) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.055343627929688 (27.693002377237594) | > grad_norm_1: tensor(909.3577, device='cuda:0') (tensor(733.7714, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8361 (0.8517744008983883) | > loader_time: 0.0096 (0.009876283151762824)  --> TIME: 2025-05-09 12:13:49 -- STEP: 162/725 -- GLOBAL_STEP: 139550 | > loss_disc: 2.286337375640869 (2.2201974656846795) | > loss_disc_real_0: 0.13282841444015503 (0.13950648903846755) | > loss_disc_real_1: 0.1871183067560196 (0.19445765938287898) | > loss_disc_real_2: 0.18753543496131897 (0.188787456003972) | > loss_disc_real_3: 0.17756381630897522 (0.20562572225376402) | > loss_disc_real_4: 0.19065523147583008 (0.19867970573681373) | > loss_disc_real_5: 0.19567671418190002 (0.20511016304846155) | > loss_0: 2.286337375640869 (2.2201974656846795) | > grad_norm_0: tensor(19.9028, device='cuda:0') (tensor(37.1767, device='cuda:0')) | > loss_gen: 2.6165475845336914 (2.752151636429775) | > loss_kl: 1.7566845417022705 (1.7403623226248188) | > loss_feat: 7.629062652587891 (8.140417511080525) | > loss_mel: 12.9057035446167 (13.254468123118082) | > loss_duration: 1.6402908563613892 (1.6980136066307256) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.548288345336914 (27.58541323814863) | > grad_norm_1: tensor(327.2698, device='cuda:0') (tensor(727.6876, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.827 (0.8492099252747901) | > loader_time: 0.0097 (0.00987171832426095)  --> TIME: 2025-05-09 12:14:32 -- STEP: 212/725 -- GLOBAL_STEP: 139600 | > loss_disc: 2.369086980819702 (2.221283010716708) | > loss_disc_real_0: 0.14237138628959656 (0.14194568443410813) | > loss_disc_real_1: 0.22775155305862427 (0.19433632359470962) | > loss_disc_real_2: 0.22736649215221405 (0.18918172825338705) | > loss_disc_real_3: 0.24585536122322083 (0.20555960914155216) | > loss_disc_real_4: 0.2363114058971405 (0.19847925710228254) | > loss_disc_real_5: 0.2471950501203537 (0.20394493505920996) | > loss_0: 2.369086980819702 (2.221283010716708) | > grad_norm_0: tensor(33.5250, device='cuda:0') (tensor(37.0348, device='cuda:0')) | > loss_gen: 2.6341166496276855 (2.7628582446080334) | > loss_kl: 1.6874765157699585 (1.7339874168611922) | > loss_feat: 7.326076984405518 (8.184550364062487) | > loss_mel: 12.436874389648438 (13.309572431276429) | > loss_duration: 1.6797008514404297 (1.6981174439754125) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.764245986938477 (27.689085951391256) | > grad_norm_1: tensor(903.3004, device='cuda:0') (tensor(709.4454, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8454 (0.8491926991714621) | > loader_time: 0.0098 (0.009881383967849447)  --> TIME: 2025-05-09 12:15:15 -- STEP: 262/725 -- GLOBAL_STEP: 139650 | > loss_disc: 2.2052500247955322 (2.216909078241305) | > loss_disc_real_0: 0.15409308671951294 (0.14028581675454865) | > loss_disc_real_1: 0.22560063004493713 (0.19414824543108467) | > loss_disc_real_2: 0.19129101932048798 (0.1887987844134105) | > loss_disc_real_3: 0.1940576583147049 (0.20520465832402682) | > loss_disc_real_4: 0.22317703068256378 (0.19852408960120368) | > loss_disc_real_5: 0.24824556708335876 (0.2040255399036953) | > loss_0: 2.2052500247955322 (2.216909078241305) | > grad_norm_0: tensor(57.5463, device='cuda:0') (tensor(36.0713, device='cuda:0')) | > loss_gen: 2.985738515853882 (2.7649499915028346) | > loss_kl: 1.7581806182861328 (1.734652031468981) | > loss_feat: 8.559412002563477 (8.204723669372449) | > loss_mel: 13.389190673828125 (13.337341239434162) | > loss_duration: 1.6754388809204102 (1.6989336045643755) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.367961883544922 (27.740600534977805) | > grad_norm_1: tensor(1119.3177, device='cuda:0') (tensor(707.5385, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8709 (0.8483127091677134) | > loader_time: 0.0095 (0.009902520944143983)  --> TIME: 2025-05-09 12:15:58 -- STEP: 312/725 -- GLOBAL_STEP: 139700 | > loss_disc: 2.257791757583618 (2.2219125116482754) | > loss_disc_real_0: 0.09580884128808975 (0.14085872774609395) | > loss_disc_real_1: 0.21010363101959229 (0.1942861548696573) | > loss_disc_real_2: 0.20018768310546875 (0.1894936359081513) | > loss_disc_real_3: 0.2390199452638626 (0.20525210794921106) | > loss_disc_real_4: 0.1869189441204071 (0.19919925054105425) | > loss_disc_real_5: 0.2155228704214096 (0.20393545223543277) | > loss_0: 2.257791757583618 (2.2219125116482754) | > grad_norm_0: tensor(24.8506, device='cuda:0') (tensor(36.1092, device='cuda:0')) | > loss_gen: 2.6220104694366455 (2.755814096866511) | > loss_kl: 1.869943380355835 (1.7316775581775574) | > loss_feat: 7.885336875915527 (8.15245720973382) | > loss_mel: 13.346867561340332 (13.284979334244358) | > loss_duration: 1.6970508098602295 (1.6978035336121535) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.42120933532715 (27.622731716204914) | > grad_norm_1: tensor(786.9953, device='cuda:0') (tensor(715.9890, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8325 (0.846940577794344) | > loader_time: 0.0094 (0.009910762310028081)  --> TIME: 2025-05-09 12:16:41 -- STEP: 362/725 -- GLOBAL_STEP: 139750 | > loss_disc: 2.0877914428710938 (2.222663373578319) | > loss_disc_real_0: 0.13871228694915771 (0.1414426042600561) | > loss_disc_real_1: 0.19726046919822693 (0.1942737373363906) | > loss_disc_real_2: 0.18170297145843506 (0.18984479304835283) | > loss_disc_real_3: 0.1812848150730133 (0.20517938719928594) | > loss_disc_real_4: 0.20990996062755585 (0.19903041344156577) | > loss_disc_real_5: 0.18503572046756744 (0.20387777924866965) | > loss_0: 2.0877914428710938 (2.222663373578319) | > grad_norm_0: tensor(47.7850, device='cuda:0') (tensor(37.0247, device='cuda:0')) | > loss_gen: 2.921186923980713 (2.7597115889438633) | > loss_kl: 1.7634801864624023 (1.7289223130895295) | > loss_feat: 9.247581481933594 (8.174490118553626) | > loss_mel: 14.043395042419434 (13.319997302735047) | > loss_duration: 1.6434001922607422 (1.6972677579242221) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.619043350219727 (27.680389082892823) | > grad_norm_1: tensor(998.5967, device='cuda:0') (tensor(719.2086, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8281 (0.8466759320780717) | > loader_time: 0.0106 (0.009877130471540417)  --> TIME: 2025-05-09 12:17:24 -- STEP: 412/725 -- GLOBAL_STEP: 139800 | > loss_disc: 2.3155977725982666 (2.2198060334307477) | > loss_disc_real_0: 0.16140496730804443 (0.1406000395242161) | > loss_disc_real_1: 0.19471363723278046 (0.19422083358886175) | > loss_disc_real_2: 0.22160731256008148 (0.1895414734783682) | > loss_disc_real_3: 0.21414805948734283 (0.20492709420838404) | > loss_disc_real_4: 0.24874833226203918 (0.199110822227684) | > loss_disc_real_5: 0.19674921035766602 (0.2038030318409494) | > loss_0: 2.3155977725982666 (2.2198060334307477) | > grad_norm_0: tensor(35.4384, device='cuda:0') (tensor(36.8740, device='cuda:0')) | > loss_gen: 2.711118698120117 (2.763488009716704) | > loss_kl: 1.6980208158493042 (1.7357195537645846) | > loss_feat: 7.561864852905273 (8.188178101789594) | > loss_mel: 12.114882469177246 (13.33063659853148) | > loss_duration: 1.6908230781555176 (1.6977923992768074) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.776708602905273 (27.715814678414354) | > grad_norm_1: tensor(712.2342, device='cuda:0') (tensor(724.2291, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8519 (0.8472028235787327) | > loader_time: 0.0094 (0.009857752369445505)  --> TIME: 2025-05-09 12:18:07 -- STEP: 462/725 -- GLOBAL_STEP: 139850 | > loss_disc: 2.1915900707244873 (2.2181789415739326) | > loss_disc_real_0: 0.14630328118801117 (0.13944703754989105) | > loss_disc_real_1: 0.18083207309246063 (0.19426451381537824) | > loss_disc_real_2: 0.22923526167869568 (0.1897752925560072) | > loss_disc_real_3: 0.19415698945522308 (0.20479674159964442) | > loss_disc_real_4: 0.197926864027977 (0.1991598895101836) | > loss_disc_real_5: 0.1819588840007782 (0.20379486689706902) | > loss_0: 2.1915900707244873 (2.2181789415739326) | > grad_norm_0: tensor(61.2815, device='cuda:0') (tensor(36.7366, device='cuda:0')) | > loss_gen: 2.786952257156372 (2.7685821066687146) | > loss_kl: 1.7139058113098145 (1.7415199535233639) | > loss_feat: 8.760398864746094 (8.210870945092406) | > loss_mel: 14.457292556762695 (13.363293362902354) | > loss_duration: 1.7392877340316772 (1.6976798953432026) | > amp_scaler: 128.0 (255.7229437229437) | > loss_1: 29.45783805847168 (27.781946293719404) | > grad_norm_1: 0 (tensor(725.4856, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.7672 (0.846152756637309) | > loader_time: 0.0094 (0.009835449132052336)  --> TIME: 2025-05-09 12:18:50 -- STEP: 512/725 -- GLOBAL_STEP: 139900 | > loss_disc: 2.201421022415161 (2.2215755337383607) | > loss_disc_real_0: 0.1240430399775505 (0.14073831432324374) | > loss_disc_real_1: 0.18496234714984894 (0.19442815339425581) | > loss_disc_real_2: 0.17571060359477997 (0.18997106023016386) | > loss_disc_real_3: 0.21541327238082886 (0.20488440213375725) | > loss_disc_real_4: 0.2380172163248062 (0.1993168020271696) | > loss_disc_real_5: 0.22413048148155212 (0.20369484147522599) | > loss_0: 2.201421022415161 (2.2215755337383607) | > grad_norm_0: tensor(29.1028, device='cuda:0') (tensor(37.0796, device='cuda:0')) | > loss_gen: 2.8577208518981934 (2.7694638026878264) | > loss_kl: 1.6799665689468384 (1.7415647809393708) | > loss_feat: 8.411728858947754 (8.207334681414071) | > loss_mel: 13.847444534301758 (13.371356479823588) | > loss_duration: 1.656826138496399 (1.698616670211777) | > amp_scaler: 128.0 (243.25) | > loss_1: 28.45368766784668 (27.78833644837141) | > grad_norm_1: tensor(661.1897, device='cuda:0') (tensor(714.2507, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8453 (0.845717245247215) | > loader_time: 0.0103 (0.009822315070778131)  --> TIME: 2025-05-09 12:19:32 -- STEP: 562/725 -- GLOBAL_STEP: 139950 | > loss_disc: 2.0625159740448 (2.2199580696978196) | > loss_disc_real_0: 0.09825584292411804 (0.14005045074425987) | > loss_disc_real_1: 0.19171355664730072 (0.19456027570144138) | > loss_disc_real_2: 0.1831333041191101 (0.1902073781632444) | > loss_disc_real_3: 0.19971217215061188 (0.20475957730910954) | > loss_disc_real_4: 0.18380650877952576 (0.19891511309507476) | > loss_disc_real_5: 0.1981526017189026 (0.20362679164498731) | > loss_0: 2.0625159740448 (2.2199580696978196) | > grad_norm_0: tensor(56.2627, device='cuda:0') (tensor(36.3920, device='cuda:0')) | > loss_gen: 2.918931245803833 (2.768801816417656) | > loss_kl: 1.6823991537094116 (1.7457359411962523) | > loss_feat: 9.661561012268066 (8.217653293202357) | > loss_mel: 14.887177467346191 (13.397210494479253) | > loss_duration: 1.6609220504760742 (1.6988477454490933) | > amp_scaler: 128.0 (232.99644128113883) | > loss_1: 30.810989379882812 (27.8282493340163) | > grad_norm_1: tensor(703.2812, device='cuda:0') (tensor(713.7396, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8823 (0.8450844678166073) | > loader_time: 0.0093 (0.009820026859269868)  --> TIME: 2025-05-09 12:20:15 -- STEP: 612/725 -- GLOBAL_STEP: 140000 | > loss_disc: 2.2178008556365967 (2.2189300796564906) | > loss_disc_real_0: 0.08308559656143188 (0.1397858734784368) | > loss_disc_real_1: 0.20373161137104034 (0.19452243726822283) | > loss_disc_real_2: 0.20682872831821442 (0.1904216439895381) | > loss_disc_real_3: 0.22029238939285278 (0.2045786545362349) | > loss_disc_real_4: 0.17725206911563873 (0.1990061859338501) | > loss_disc_real_5: 0.1726551353931427 (0.20336870583736044) | > loss_0: 2.2178008556365967 (2.2189300796564906) | > grad_norm_0: tensor(42.3964, device='cuda:0') (tensor(36.7147, device='cuda:0')) | > loss_gen: 2.705955743789673 (2.773346195423529) | > loss_kl: 1.7008782625198364 (1.7461513010115413) | > loss_feat: 8.212501525878906 (8.230691350363436) | > loss_mel: 13.302456855773926 (13.412437424940228) | > loss_duration: 1.6253893375396729 (1.6987576038619268) | > amp_scaler: 128.0 (224.41830065359477) | > loss_1: 27.54718017578125 (27.861383918064092) | > grad_norm_1: tensor(864.4585, device='cuda:0') (tensor(717.3857, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8148 (0.8448475626559039) | > loader_time: 0.0094 (0.009800120895984126) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_140000.pth  --> TIME: 2025-05-09 12:21:00 -- STEP: 662/725 -- GLOBAL_STEP: 140050 | > loss_disc: 2.2318296432495117 (2.2189754045982037) | > loss_disc_real_0: 0.12575387954711914 (0.13996247716495644) | > loss_disc_real_1: 0.21759572625160217 (0.19449877320279527) | > loss_disc_real_2: 0.18043465912342072 (0.19046756629677353) | > loss_disc_real_3: 0.183477520942688 (0.20439119751809956) | > loss_disc_real_4: 0.18983088433742523 (0.1989408481157077) | > loss_disc_real_5: 0.21095848083496094 (0.2033908246282005) | > loss_0: 2.2318296432495117 (2.2189754045982037) | > grad_norm_0: tensor(12.0498, device='cuda:0') (tensor(36.2648, device='cuda:0')) | > loss_gen: 2.753939628601074 (2.771309134463172) | > loss_kl: 1.5707539319992065 (1.7460097477875454) | > loss_feat: 8.00639820098877 (8.224043418273457) | > loss_mel: 13.63863754272461 (13.4133223738195) | > loss_duration: 1.707245945930481 (1.699349380331817) | > amp_scaler: 128.0 (217.13595166163142) | > loss_1: 27.676977157592773 (27.85403410401589) | > grad_norm_1: tensor(705.9077, device='cuda:0') (tensor(715.8754, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8562 (0.8447351081133609) | > loader_time: 0.0098 (0.009801100388034232)  --> TIME: 2025-05-09 12:21:43 -- STEP: 712/725 -- GLOBAL_STEP: 140100 | > loss_disc: 2.043670177459717 (2.217315820160878) | > loss_disc_real_0: 0.11183419078588486 (0.13952974582697894) | > loss_disc_real_1: 0.1946203112602234 (0.19442892168763648) | > loss_disc_real_2: 0.1826380044221878 (0.1903410571721499) | > loss_disc_real_3: 0.21421083807945251 (0.2044002559203446) | > loss_disc_real_4: 0.21814964711666107 (0.19912923795035034) | > loss_disc_real_5: 0.20930616557598114 (0.2031730906096068) | > loss_0: 2.043670177459717 (2.217315820160878) | > grad_norm_0: tensor(42.5296, device='cuda:0') (tensor(36.3898, device='cuda:0')) | > loss_gen: 3.0642638206481934 (2.7731059823143354) | > loss_kl: 1.8494131565093994 (1.7432987602908967) | > loss_feat: 9.246487617492676 (8.23199603530797) | > loss_mel: 14.414703369140625 (13.421957388352817) | > loss_duration: 1.707902193069458 (1.6989421270201712) | > amp_scaler: 128.0 (210.87640449438203) | > loss_1: 30.282772064208984 (27.86930031454965) | > grad_norm_1: tensor(988.1838, device='cuda:0') (tensor(718.7231, device='cuda:0')) | > current_lr_0: 0.00019680066401089056 | > current_lr_1: 0.00019680066401089056 | > step_time: 0.8129 (0.8447532406014003) | > loader_time: 0.0101 (0.00979672690455833)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1698899269104004 (2.1698899269104004) | > loss_disc_real_0: 0.11948240548372269 (0.11948240548372269) | > loss_disc_real_1: 0.1905619502067566 (0.1905619502067566) | > loss_disc_real_2: 0.1860407143831253 (0.1860407143831253) | > loss_disc_real_3: 0.20392325520515442 (0.20392325520515442) | > loss_disc_real_4: 0.20511919260025024 (0.20511919260025024) | > loss_disc_real_5: 0.18302705883979797 (0.18302705883979797) | > loss_0: 2.1698899269104004 (2.1698899269104004) | > loss_gen: 2.6155948638916016 (2.6155948638916016) | > loss_kl: 1.993821382522583 (1.993821382522583) | > loss_feat: 9.085806846618652 (9.085806846618652) | > loss_mel: 13.868972778320312 (13.868972778320312) | > loss_duration: 1.6846232414245605 (1.6846232414245605) | > loss_1: 29.24881935119629 (29.24881935119629)  --> STEP: 1 | > loss_disc: 2.2322566509246826 (2.2322566509246826) | > loss_disc_real_0: 0.11222831159830093 (0.11222831159830093) | > loss_disc_real_1: 0.1929119974374771 (0.1929119974374771) | > loss_disc_real_2: 0.190770223736763 (0.190770223736763) | > loss_disc_real_3: 0.21201494336128235 (0.21201494336128235) | > loss_disc_real_4: 0.18889355659484863 (0.18889355659484863) | > loss_disc_real_5: 0.201411172747612 (0.201411172747612) | > loss_0: 2.2322566509246826 (2.2322566509246826) | > loss_gen: 2.5083296298980713 (2.5083296298980713) | > loss_kl: 1.8851611614227295 (1.8851611614227295) | > loss_feat: 8.071866989135742 (8.071866989135742) | > loss_mel: 14.12375259399414 (14.12375259399414) | > loss_duration: 1.7708748579025269 (1.7708748579025269) | > loss_1: 28.359983444213867 (28.359983444213867)  --> STEP: 2 | > loss_disc: 2.2444636821746826 (2.2383601665496826) | > loss_disc_real_0: 0.12185985594987869 (0.11704408377408981) | > loss_disc_real_1: 0.1847030520439148 (0.18880752474069595) | > loss_disc_real_2: 0.18887928128242493 (0.18982475250959396) | > loss_disc_real_3: 0.21452933549880981 (0.21327213943004608) | > loss_disc_real_4: 0.19365721940994263 (0.19127538800239563) | > loss_disc_real_5: 0.21228110790252686 (0.20684614032506943) | > loss_0: 2.2444636821746826 (2.2383601665496826) | > loss_gen: 2.447793483734131 (2.478061556816101) | > loss_kl: 1.807198405265808 (1.8461797833442688) | > loss_feat: 7.705780506134033 (7.888823747634888) | > loss_mel: 13.001771926879883 (13.562762260437012) | > loss_duration: 1.8161755800247192 (1.793525218963623) | > loss_1: 26.77872085571289 (27.56935214996338)  --> STEP: 3 | > loss_disc: 2.203580617904663 (2.2267669836680093) | > loss_disc_real_0: 0.11047611385583878 (0.11485476046800613) | > loss_disc_real_1: 0.196101114153862 (0.1912387212117513) | > loss_disc_real_2: 0.18239638209342957 (0.18734862903753915) | > loss_disc_real_3: 0.22219209372997284 (0.21624545753002167) | > loss_disc_real_4: 0.1951095014810562 (0.19255342582861582) | > loss_disc_real_5: 0.199804425239563 (0.20449890196323395) | > loss_0: 2.203580617904663 (2.2267669836680093) | > loss_gen: 2.636324644088745 (2.530815919240316) | > loss_kl: 2.0265111923217773 (1.9062902530034382) | > loss_feat: 9.236924171447754 (8.33819055557251) | > loss_mel: 14.094449996948242 (13.739991505940756) | > loss_duration: 1.7918319702148438 (1.79296080271403) | > loss_1: 29.786041259765625 (28.30824851989746)  --> STEP: 4 | > loss_disc: 2.2295315265655518 (2.227458119392395) | > loss_disc_real_0: 0.0857640951871872 (0.1075820941478014) | > loss_disc_real_1: 0.20851294696331024 (0.19555727764964104) | > loss_disc_real_2: 0.15822751820087433 (0.18006835132837296) | > loss_disc_real_3: 0.2339503914117813 (0.22067169100046158) | > loss_disc_real_4: 0.2203734964132309 (0.1995084434747696) | > loss_disc_real_5: 0.24004428088665009 (0.21338524669408798) | > loss_0: 2.2295315265655518 (2.227458119392395) | > loss_gen: 2.5543644428253174 (2.536703050136566) | > loss_kl: 1.9141137599945068 (1.9082461297512054) | > loss_feat: 8.560257911682129 (8.393707394599915) | > loss_mel: 14.994095802307129 (14.053517580032349) | > loss_duration: 1.7313932180404663 (1.777568906545639) | > loss_1: 29.754226684570312 (28.669743061065674) --> EVAL PERFORMANCE | > avg_loader_time: 0.27944689989089966 (+0.0029911398887634277) | > avg_loss_disc: 2.227458119392395 (-0.09023195505142212) | > avg_loss_disc_real_0: 0.1075820941478014 (-0.01993098296225071) | > avg_loss_disc_real_1: 0.19555727764964104 (-0.05086442455649376) | > avg_loss_disc_real_2: 0.18006835132837296 (-0.028168007731437683) | > avg_loss_disc_real_3: 0.22067169100046158 (+0.01718183606863022) | > avg_loss_disc_real_4: 0.1995084434747696 (-0.002336118370294571) | > avg_loss_disc_real_5: 0.21338524669408798 (+0.0036509111523628235) | > avg_loss_0: 2.227458119392395 (-0.09023195505142212) | > avg_loss_gen: 2.536703050136566 (+0.014342904090881348) | > avg_loss_kl: 1.9082461297512054 (-0.0517578125) | > avg_loss_feat: 8.393707394599915 (+1.02835214138031) | > avg_loss_mel: 14.053517580032349 (+0.8968560695648193) | > avg_loss_duration: 1.777568906545639 (-0.0075119733810424805) | > avg_loss_1: 28.669743061065674 (+1.8802814483642578)  > EPOCH: 130/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 12:22:01)   --> TIME: 2025-05-09 12:22:34 -- STEP: 37/725 -- GLOBAL_STEP: 140150 | > loss_disc: 2.175759792327881 (2.197896377460377) | > loss_disc_real_0: 0.10051234811544418 (0.13486240341051206) | > loss_disc_real_1: 0.1952693909406662 (0.19437236600630992) | > loss_disc_real_2: 0.17486295104026794 (0.18806833552347646) | > loss_disc_real_3: 0.18569418787956238 (0.20135833725735947) | > loss_disc_real_4: 0.18593306839466095 (0.19794607726303307) | > loss_disc_real_5: 0.1849585622549057 (0.1995999402291066) | > loss_0: 2.175759792327881 (2.197896377460377) | > grad_norm_0: tensor(25.0267, device='cuda:0') (tensor(38.3921, device='cuda:0')) | > loss_gen: 2.8000779151916504 (2.8032612800598145) | > loss_kl: 1.7415193319320679 (1.7673722956631635) | > loss_feat: 9.345422744750977 (8.290520216967609) | > loss_mel: 13.472824096679688 (13.387830270303262) | > loss_duration: 1.6908962726593018 (1.6964712175163064) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.050739288330078 (27.945455241847682) | > grad_norm_1: tensor(725.9110, device='cuda:0') (tensor(727.0378, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8474 (0.8429847923485009) | > loader_time: 0.0108 (0.0105205419901255)  --> TIME: 2025-05-09 12:23:17 -- STEP: 87/725 -- GLOBAL_STEP: 140200 | > loss_disc: 2.2221243381500244 (2.2077162402799755) | > loss_disc_real_0: 0.15980707108974457 (0.13532737025926855) | > loss_disc_real_1: 0.1963285207748413 (0.1958944141522221) | > loss_disc_real_2: 0.19580905139446259 (0.18955735690977382) | > loss_disc_real_3: 0.20813988149166107 (0.20423330674911372) | > loss_disc_real_4: 0.2090386003255844 (0.19772882502654507) | > loss_disc_real_5: 0.20496448874473572 (0.20273312703631385) | > loss_0: 2.2221243381500244 (2.2077162402799755) | > grad_norm_0: tensor(75.4635, device='cuda:0') (tensor(35.7622, device='cuda:0')) | > loss_gen: 2.7824323177337646 (2.7774908049353235) | > loss_kl: 1.910110354423523 (1.752433990610057) | > loss_feat: 8.576547622680664 (8.219596621633947) | > loss_mel: 14.04938793182373 (13.436400599863337) | > loss_duration: 1.6744786500930786 (1.6982228413395497) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.992956161499023 (27.8841447501347) | > grad_norm_1: tensor(532.5282, device='cuda:0') (tensor(745.4034, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8043 (0.8437471855645893) | > loader_time: 0.0094 (0.010127023718822962)  --> TIME: 2025-05-09 12:24:00 -- STEP: 137/725 -- GLOBAL_STEP: 140250 | > loss_disc: 2.341104507446289 (2.201915768811302) | > loss_disc_real_0: 0.2379818856716156 (0.13625026733553322) | > loss_disc_real_1: 0.2044171541929245 (0.194347509067424) | > loss_disc_real_2: 0.18305633962154388 (0.18868589107572598) | > loss_disc_real_3: 0.2220754474401474 (0.20289127702695609) | > loss_disc_real_4: 0.21486127376556396 (0.19768862350143657) | > loss_disc_real_5: 0.20684945583343506 (0.20104095361528604) | > loss_0: 2.341104507446289 (2.201915768811302) | > grad_norm_0: tensor(65.0216, device='cuda:0') (tensor(37.3593, device='cuda:0')) | > loss_gen: 2.825228691101074 (2.791652736872652) | > loss_kl: 1.7798525094985962 (1.7433361624279162) | > loss_feat: 7.689545154571533 (8.275577454671367) | > loss_mel: 13.417427062988281 (13.474221459270394) | > loss_duration: 1.6866862773895264 (1.6993673978930843) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.398740768432617 (27.98415509801712) | > grad_norm_1: tensor(661.8131, device='cuda:0') (tensor(766.3795, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8238 (0.845004191363815) | > loader_time: 0.0092 (0.010066484882883782)  --> TIME: 2025-05-09 12:24:43 -- STEP: 187/725 -- GLOBAL_STEP: 140300 | > loss_disc: 2.209794282913208 (2.2029191210945656) | > loss_disc_real_0: 0.16504228115081787 (0.13596112432486238) | > loss_disc_real_1: 0.1865701526403427 (0.19495993836678285) | > loss_disc_real_2: 0.17998987436294556 (0.18933582600744012) | > loss_disc_real_3: 0.1771211177110672 (0.20300778268492795) | > loss_disc_real_4: 0.1921692043542862 (0.19773549941134325) | > loss_disc_real_5: 0.17886540293693542 (0.2007051071221815) | > loss_0: 2.209794282913208 (2.2029191210945656) | > grad_norm_0: tensor(36.7296, device='cuda:0') (tensor(36.2965, device='cuda:0')) | > loss_gen: 2.8515801429748535 (2.786524234608532) | > loss_kl: 1.7170350551605225 (1.7424803232764179) | > loss_feat: 8.442081451416016 (8.274753794950595) | > loss_mel: 14.490530014038086 (13.512165972255769) | > loss_duration: 1.7315185070037842 (1.701223823475965) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.232744216918945 (28.017148043382615) | > grad_norm_1: tensor(1179.3043, device='cuda:0') (tensor(766.9096, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8408 (0.8448448652889637) | > loader_time: 0.0121 (0.010060655879464378)  --> TIME: 2025-05-09 12:25:26 -- STEP: 237/725 -- GLOBAL_STEP: 140350 | > loss_disc: 2.195948600769043 (2.2064800071313915) | > loss_disc_real_0: 0.1027960553765297 (0.13729946805706508) | > loss_disc_real_1: 0.20939064025878906 (0.19528494354038803) | > loss_disc_real_2: 0.19272564351558685 (0.19005357691004307) | > loss_disc_real_3: 0.1890089511871338 (0.20292451418150326) | > loss_disc_real_4: 0.17168496549129486 (0.19751159853070094) | > loss_disc_real_5: 0.21501199901103973 (0.20165466476341837) | > loss_0: 2.195948600769043 (2.2064800071313915) | > grad_norm_0: tensor(18.4917, device='cuda:0') (tensor(36.2208, device='cuda:0')) | > loss_gen: 2.7464940547943115 (2.7833346143553523) | > loss_kl: 1.9686657190322876 (1.7466020196802003) | > loss_feat: 8.399314880371094 (8.245411398038579) | > loss_mel: 14.204989433288574 (13.468629338067291) | > loss_duration: 1.6853715181350708 (1.7015347571312625) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.004837036132812 (27.945512127775682) | > grad_norm_1: tensor(696.8203, device='cuda:0') (tensor(743.0565, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8121 (0.8450484004201767) | > loader_time: 0.0093 (0.010025480125523822)  --> TIME: 2025-05-09 12:26:09 -- STEP: 287/725 -- GLOBAL_STEP: 140400 | > loss_disc: 2.228638172149658 (2.2084152914505797) | > loss_disc_real_0: 0.11982142180204391 (0.1369890113740848) | > loss_disc_real_1: 0.22599849104881287 (0.19507723979210603) | > loss_disc_real_2: 0.20948247611522675 (0.19002438666305474) | > loss_disc_real_3: 0.21049007773399353 (0.2031715279672204) | > loss_disc_real_4: 0.18471203744411469 (0.19806592384489574) | > loss_disc_real_5: 0.18802939355373383 (0.20212956255736655) | > loss_0: 2.228638172149658 (2.2084152914505797) | > grad_norm_0: tensor(32.5079, device='cuda:0') (tensor(35.3378, device='cuda:0')) | > loss_gen: 2.659425735473633 (2.7782290447049016) | > loss_kl: 1.5027364492416382 (1.7414323814239234) | > loss_feat: 8.041667938232422 (8.225098834220534) | > loss_mel: 12.542057991027832 (13.45250936501533) | > loss_duration: 1.719252347946167 (1.7021663238777927) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.465139389038086 (27.899435987040555) | > grad_norm_1: tensor(942.4450, device='cuda:0') (tensor(735.2078, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.7991 (0.8435510808167141) | > loader_time: 0.0104 (0.009976401977007398)  --> TIME: 2025-05-09 12:26:52 -- STEP: 337/725 -- GLOBAL_STEP: 140450 | > loss_disc: 2.151153326034546 (2.209383520952672) | > loss_disc_real_0: 0.1378823220729828 (0.137170533740821) | > loss_disc_real_1: 0.19825614988803864 (0.1950092939577047) | > loss_disc_real_2: 0.18069018423557281 (0.18996474036300212) | > loss_disc_real_3: 0.20298568904399872 (0.20340054869121194) | > loss_disc_real_4: 0.22319211065769196 (0.1981359389486228) | > loss_disc_real_5: 0.23629088699817657 (0.20199122914397744) | > loss_0: 2.151153326034546 (2.209383520952672) | > grad_norm_0: tensor(46.2675, device='cuda:0') (tensor(35.7826, device='cuda:0')) | > loss_gen: 2.9201841354370117 (2.7819403293224765) | > loss_kl: 1.7445029020309448 (1.7348786553572477) | > loss_feat: 8.842137336730957 (8.234484959780632) | > loss_mel: 14.589239120483398 (13.444570034830793) | > loss_duration: 1.6862945556640625 (1.7013055450484724) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.782360076904297 (27.89717952150973) | > grad_norm_1: tensor(993.3398, device='cuda:0') (tensor(726.7501, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8836 (0.8429874758338363) | > loader_time: 0.0098 (0.009963442380774977)  --> TIME: 2025-05-09 12:27:34 -- STEP: 387/725 -- GLOBAL_STEP: 140500 | > loss_disc: 2.3018083572387695 (2.2125290114750222) | > loss_disc_real_0: 0.1737532913684845 (0.13751094215561555) | > loss_disc_real_1: 0.20183596014976501 (0.1949032306748152) | > loss_disc_real_2: 0.20102562010288239 (0.189866052964553) | > loss_disc_real_3: 0.19378159940242767 (0.20363080667124858) | > loss_disc_real_4: 0.19070105254650116 (0.19855335789903497) | > loss_disc_real_5: 0.2509883940219879 (0.20240598212378885) | > loss_0: 2.3018083572387695 (2.2125290114750222) | > grad_norm_0: tensor(64.2639, device='cuda:0') (tensor(34.6973, device='cuda:0')) | > loss_gen: 2.6903765201568604 (2.77413079658528) | > loss_kl: 1.7806251049041748 (1.7394160552850373) | > loss_feat: 7.653948783874512 (8.214546595432957) | > loss_mel: 13.109928131103516 (13.43201752842551) | > loss_duration: 1.7718701362609863 (1.7011523178997576) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.00674819946289 (27.861263250503736) | > grad_norm_1: tensor(861.6672, device='cuda:0') (tensor(725.1380, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.85 (0.8427021158450025) | > loader_time: 0.0097 (0.009928917700006054)  --> TIME: 2025-05-09 12:28:17 -- STEP: 437/725 -- GLOBAL_STEP: 140550 | > loss_disc: 2.267991542816162 (2.2123516950781865) | > loss_disc_real_0: 0.13106946647167206 (0.13752616545530685) | > loss_disc_real_1: 0.18187904357910156 (0.19478647683659742) | > loss_disc_real_2: 0.19713309407234192 (0.18985130216764365) | > loss_disc_real_3: 0.21428126096725464 (0.20382212191069976) | > loss_disc_real_4: 0.18961040675640106 (0.19829688147903854) | > loss_disc_real_5: 0.21167585253715515 (0.20290907405879452) | > loss_0: 2.267991542816162 (2.2123516950781865) | > grad_norm_0: tensor(14.0365, device='cuda:0') (tensor(34.4178, device='cuda:0')) | > loss_gen: 2.7508270740509033 (2.7761471462467986) | > loss_kl: 1.7095457315444946 (1.7395060657090944) | > loss_feat: 8.160740852355957 (8.232271095162405) | > loss_mel: 13.137978553771973 (13.436862306136563) | > loss_duration: 1.6570061445236206 (1.7009613025652184) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.416099548339844 (27.885747905181255) | > grad_norm_1: tensor(750.1666, device='cuda:0') (tensor(728.9193, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8854 (0.8426141727979997) | > loader_time: 0.0112 (0.009888354919049502)  --> TIME: 2025-05-09 12:29:00 -- STEP: 487/725 -- GLOBAL_STEP: 140600 | > loss_disc: 2.2605535984039307 (2.2136140552634322) | > loss_disc_real_0: 0.15057213604450226 (0.1381025253058825) | > loss_disc_real_1: 0.17950187623500824 (0.19486845840051684) | > loss_disc_real_2: 0.2067313939332962 (0.18997818861898697) | > loss_disc_real_3: 0.21065151691436768 (0.20370017689723502) | > loss_disc_real_4: 0.19944579899311066 (0.19832145727145845) | > loss_disc_real_5: 0.20244158804416656 (0.2030855582174089) | > loss_0: 2.2605535984039307 (2.2136140552634322) | > grad_norm_0: tensor(19.5735, device='cuda:0') (tensor(34.5162, device='cuda:0')) | > loss_gen: 2.6890499591827393 (2.77373234887877) | > loss_kl: 1.800744652748108 (1.7419993495549508) | > loss_feat: 7.671143054962158 (8.221058436242963) | > loss_mel: 12.96282958984375 (13.444343682432079) | > loss_duration: 1.681510090827942 (1.7016446044557634) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.805278778076172 (27.882778422298863) | > grad_norm_1: tensor(748.2239, device='cuda:0') (tensor(731.2695, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.7958 (0.8424694342290107) | > loader_time: 0.0096 (0.009885155444762051)  --> TIME: 2025-05-09 12:29:42 -- STEP: 537/725 -- GLOBAL_STEP: 140650 | > loss_disc: 2.175623655319214 (2.2142863158185158) | > loss_disc_real_0: 0.14822129905223846 (0.1386245952735288) | > loss_disc_real_1: 0.2051730901002884 (0.19469398928865156) | > loss_disc_real_2: 0.19303323328495026 (0.18993964827371487) | > loss_disc_real_3: 0.20092323422431946 (0.20369940008309081) | > loss_disc_real_4: 0.21245691180229187 (0.19829870444103326) | > loss_disc_real_5: 0.2366674244403839 (0.2031109416007551) | > loss_0: 2.175623655319214 (2.2142863158185158) | > grad_norm_0: tensor(28.4898, device='cuda:0') (tensor(34.8012, device='cuda:0')) | > loss_gen: 2.857370376586914 (2.77309179794411) | > loss_kl: 1.6089551448822021 (1.7423733734773745) | > loss_feat: 8.645869255065918 (8.222312176027788) | > loss_mel: 13.544809341430664 (13.453449986278459) | > loss_duration: 1.7326714992523193 (1.701904430513719) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.38967514038086 (27.893131742708288) | > grad_norm_1: tensor(839.9390, device='cuda:0') (tensor(729.2462, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8296 (0.84195883891214) | > loader_time: 0.0089 (0.009878374788792214)  --> TIME: 2025-05-09 12:30:26 -- STEP: 587/725 -- GLOBAL_STEP: 140700 | > loss_disc: 2.2568628787994385 (2.211957844599344) | > loss_disc_real_0: 0.10044793784618378 (0.1381870076707619) | > loss_disc_real_1: 0.17955420911312103 (0.19451080567284376) | > loss_disc_real_2: 0.18757112324237823 (0.18970620241238279) | > loss_disc_real_3: 0.22030189633369446 (0.20378073509243125) | > loss_disc_real_4: 0.197886124253273 (0.19823591573579555) | > loss_disc_real_5: 0.20740878582000732 (0.20287170216720388) | > loss_0: 2.2568628787994385 (2.211957844599344) | > grad_norm_0: tensor(29.0138, device='cuda:0') (tensor(34.8542, device='cuda:0')) | > loss_gen: 2.6289546489715576 (2.774831351470297) | > loss_kl: 1.7374471426010132 (1.743948460031409) | > loss_feat: 8.39834976196289 (8.241681990875303) | > loss_mel: 13.391618728637695 (13.461049399952676) | > loss_duration: 1.6714262962341309 (1.7013133240314717) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.827796936035156 (27.922824518440937) | > grad_norm_1: tensor(420.0128, device='cuda:0') (tensor(734.4080, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8378 (0.842790035819683) | > loader_time: 0.012 (0.009895823070909538)  --> TIME: 2025-05-09 12:31:08 -- STEP: 637/725 -- GLOBAL_STEP: 140750 | > loss_disc: 2.134734869003296 (2.2100340388071946) | > loss_disc_real_0: 0.12286108732223511 (0.13810204080009192) | > loss_disc_real_1: 0.19181959331035614 (0.19426800275522652) | > loss_disc_real_2: 0.18200916051864624 (0.18963257652624074) | > loss_disc_real_3: 0.20440137386322021 (0.20374933699236578) | > loss_disc_real_4: 0.1644185483455658 (0.1981114476591676) | > loss_disc_real_5: 0.1926967054605484 (0.20233853416315614) | > loss_0: 2.134734869003296 (2.2100340388071946) | > grad_norm_0: tensor(28.2879, device='cuda:0') (tensor(34.9223, device='cuda:0')) | > loss_gen: 2.9195618629455566 (2.779276595198004) | > loss_kl: 1.7209393978118896 (1.7446876356328491) | > loss_feat: 8.520894050598145 (8.254251133516041) | > loss_mel: 13.346546173095703 (13.452298526674094) | > loss_duration: 1.6812050342559814 (1.7010953480632178) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.189146041870117 (27.931609221118585) | > grad_norm_1: tensor(711.8897, device='cuda:0') (tensor(734.0535, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8276 (0.84228072323642) | > loader_time: 0.0096 (0.009900126015559842)  --> TIME: 2025-05-09 12:31:50 -- STEP: 687/725 -- GLOBAL_STEP: 140800 | > loss_disc: 2.250635862350464 (2.2073014861805107) | > loss_disc_real_0: 0.1752505600452423 (0.13715749923166917) | > loss_disc_real_1: 0.20905831456184387 (0.1941516283991729) | > loss_disc_real_2: 0.1768205314874649 (0.18934216861121006) | > loss_disc_real_3: 0.21917153894901276 (0.20382079484247587) | > loss_disc_real_4: 0.21504423022270203 (0.198085801678627) | > loss_disc_real_5: 0.20185284316539764 (0.20225920347060353) | > loss_0: 2.250635862350464 (2.2073014861805107) | > grad_norm_0: tensor(65.7823, device='cuda:0') (tensor(34.5961, device='cuda:0')) | > loss_gen: 2.7186169624328613 (2.781322376870346) | > loss_kl: 1.6445633172988892 (1.743324730073521) | > loss_feat: 7.10222864151001 (8.261986001610243) | > loss_mel: 11.234123229980469 (13.450359659597522) | > loss_duration: 1.704962134361267 (1.70105745108714) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.40449333190918 (27.938050207612818) | > grad_norm_1: tensor(680.5382, device='cuda:0') (tensor(737.6459, device='cuda:0')) | > current_lr_0: 0.00019677606392788917 | > current_lr_1: 0.00019677606392788917 | > step_time: 0.8479 (0.8414207882582714) | > loader_time: 0.0121 (0.009897961540166637)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2119083404541016 (2.2119083404541016) | > loss_disc_real_0: 0.13509835302829742 (0.13509835302829742) | > loss_disc_real_1: 0.24308021366596222 (0.24308021366596222) | > loss_disc_real_2: 0.21433594822883606 (0.21433594822883606) | > loss_disc_real_3: 0.1694273203611374 (0.1694273203611374) | > loss_disc_real_4: 0.23569664359092712 (0.23569664359092712) | > loss_disc_real_5: 0.25258156657218933 (0.25258156657218933) | > loss_0: 2.2119083404541016 (2.2119083404541016) | > loss_gen: 2.907402515411377 (2.907402515411377) | > loss_kl: 1.841947317123413 (1.841947317123413) | > loss_feat: 8.341924667358398 (8.341924667358398) | > loss_mel: 14.5108003616333 (14.5108003616333) | > loss_duration: 1.7073259353637695 (1.7073259353637695) | > loss_1: 29.309398651123047 (29.309398651123047)  --> STEP: 1 | > loss_disc: 2.203073024749756 (2.203073024749756) | > loss_disc_real_0: 0.12666776776313782 (0.12666776776313782) | > loss_disc_real_1: 0.21419355273246765 (0.21419355273246765) | > loss_disc_real_2: 0.2040298581123352 (0.2040298581123352) | > loss_disc_real_3: 0.1622501164674759 (0.1622501164674759) | > loss_disc_real_4: 0.2162354737520218 (0.2162354737520218) | > loss_disc_real_5: 0.23633642494678497 (0.23633642494678497) | > loss_0: 2.203073024749756 (2.203073024749756) | > loss_gen: 2.6889429092407227 (2.6889429092407227) | > loss_kl: 1.9825632572174072 (1.9825632572174072) | > loss_feat: 8.257794380187988 (8.257794380187988) | > loss_mel: 13.083357810974121 (13.083357810974121) | > loss_duration: 1.7882994413375854 (1.7882994413375854) | > loss_1: 27.80095672607422 (27.80095672607422)  --> STEP: 2 | > loss_disc: 2.2212133407592773 (2.2121431827545166) | > loss_disc_real_0: 0.13414187729358673 (0.13040482252836227) | > loss_disc_real_1: 0.229050874710083 (0.22162221372127533) | > loss_disc_real_2: 0.19958744943141937 (0.2018086537718773) | > loss_disc_real_3: 0.15240886807441711 (0.1573294922709465) | > loss_disc_real_4: 0.22703932225704193 (0.22163739800453186) | > loss_disc_real_5: 0.25379887223243713 (0.24506764858961105) | > loss_0: 2.2212133407592773 (2.2121431827545166) | > loss_gen: 2.804006814956665 (2.746474862098694) | > loss_kl: 2.114570140838623 (2.048566699028015) | > loss_feat: 8.331853866577148 (8.294824123382568) | > loss_mel: 14.285432815551758 (13.68439531326294) | > loss_duration: 1.8376115560531616 (1.8129554986953735) | > loss_1: 29.373476028442383 (28.5872163772583)  --> STEP: 3 | > loss_disc: 2.2191736698150635 (2.2144866784413657) | > loss_disc_real_0: 0.12893204391002655 (0.12991389632225037) | > loss_disc_real_1: 0.218780517578125 (0.22067498167355856) | > loss_disc_real_2: 0.20739740133285522 (0.2036715696255366) | > loss_disc_real_3: 0.16521906852722168 (0.15995935102303824) | > loss_disc_real_4: 0.2242875099182129 (0.22252076864242554) | > loss_disc_real_5: 0.22316834330558777 (0.2377678801616033) | > loss_0: 2.2191736698150635 (2.2144866784413657) | > loss_gen: 2.6929874420166016 (2.7286457220713296) | > loss_kl: 1.9259711503982544 (2.0077015161514282) | > loss_feat: 7.6173601150512695 (8.069002787272135) | > loss_mel: 13.296270370483398 (13.555020332336426) | > loss_duration: 1.7894364595413208 (1.805115818977356) | > loss_1: 27.322025299072266 (28.165486017862957)  --> STEP: 4 | > loss_disc: 2.3582637310028076 (2.250430941581726) | > loss_disc_real_0: 0.16490891575813293 (0.138662651181221) | > loss_disc_real_1: 0.22610630095005035 (0.2220328114926815) | > loss_disc_real_2: 0.2101527750492096 (0.20529187098145485) | > loss_disc_real_3: 0.16789457201957703 (0.16194315627217293) | > loss_disc_real_4: 0.21433234214782715 (0.22047366201877594) | > loss_disc_real_5: 0.2801153063774109 (0.2483547367155552) | > loss_0: 2.3582637310028076 (2.250430941581726) | > loss_gen: 2.502093553543091 (2.67200767993927) | > loss_kl: 1.7100415229797363 (1.9332865178585052) | > loss_feat: 6.716162204742432 (7.7307926416397095) | > loss_mel: 10.799744606018066 (12.866201400756836) | > loss_duration: 1.7378672361373901 (1.7883036732673645) | > loss_1: 23.465909957885742 (26.990592002868652) --> EVAL PERFORMANCE | > avg_loader_time: 0.2764754891395569 (-0.0029714107513427734) | > avg_loss_disc: 2.250430941581726 (+0.022972822189331055) | > avg_loss_disc_real_0: 0.138662651181221 (+0.03108055703341961) | > avg_loss_disc_real_1: 0.2220328114926815 (+0.026475533843040466) | > avg_loss_disc_real_2: 0.20529187098145485 (+0.025223519653081894) | > avg_loss_disc_real_3: 0.16194315627217293 (-0.05872853472828865) | > avg_loss_disc_real_4: 0.22047366201877594 (+0.020965218544006348) | > avg_loss_disc_real_5: 0.2483547367155552 (+0.03496949002146721) | > avg_loss_0: 2.250430941581726 (+0.022972822189331055) | > avg_loss_gen: 2.67200767993927 (+0.13530462980270386) | > avg_loss_kl: 1.9332865178585052 (+0.025040388107299805) | > avg_loss_feat: 7.7307926416397095 (-0.6629147529602051) | > avg_loss_mel: 12.866201400756836 (-1.1873161792755127) | > avg_loss_duration: 1.7883036732673645 (+0.010734766721725464) | > avg_loss_1: 26.990592002868652 (-1.6791510581970215)  > EPOCH: 131/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 12:32:29)   --> TIME: 2025-05-09 12:32:41 -- STEP: 12/725 -- GLOBAL_STEP: 140850 | > loss_disc: 2.3392956256866455 (2.2359978556632996) | > loss_disc_real_0: 0.18245811760425568 (0.1432899503658215) | > loss_disc_real_1: 0.18407747149467468 (0.1966486026843389) | > loss_disc_real_2: 0.16549861431121826 (0.18764033541083336) | > loss_disc_real_3: 0.23931878805160522 (0.20785771558682123) | > loss_disc_real_4: 0.23493891954421997 (0.19592483465870222) | > loss_disc_real_5: 0.17967753112316132 (0.20610395446419716) | > loss_0: 2.3392956256866455 (2.2359978556632996) | > grad_norm_0: tensor(25.5765, device='cuda:0') (tensor(33.2541, device='cuda:0')) | > loss_gen: 2.7325446605682373 (2.7217296361923218) | > loss_kl: 1.764313817024231 (1.7653448581695557) | > loss_feat: 8.154458045959473 (8.004692157109579) | > loss_mel: 13.205278396606445 (13.306556383768717) | > loss_duration: 1.7272706031799316 (1.706680526336034) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.583864212036133 (27.505003293355305) | > grad_norm_1: tensor(771.2188, device='cuda:0') (tensor(788.1561, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8436 (0.8268744746843973) | > loader_time: 0.0086 (0.010330379009246826)  --> TIME: 2025-05-09 12:33:24 -- STEP: 62/725 -- GLOBAL_STEP: 140900 | > loss_disc: 2.2690672874450684 (2.2349517441564988) | > loss_disc_real_0: 0.3350432813167572 (0.15056405516882096) | > loss_disc_real_1: 0.20504646003246307 (0.1973456360640064) | > loss_disc_real_2: 0.193583682179451 (0.19045808310470275) | > loss_disc_real_3: 0.1715470552444458 (0.2043119861233619) | > loss_disc_real_4: 0.16696418821811676 (0.1980537697672844) | > loss_disc_real_5: 0.2259005904197693 (0.19917327189637768) | > loss_0: 2.2690672874450684 (2.2349517441564988) | > grad_norm_0: tensor(100.8274, device='cuda:0') (tensor(38.8219, device='cuda:0')) | > loss_gen: 3.0334036350250244 (2.788623456032045) | > loss_kl: 1.8023293018341064 (1.729184740974057) | > loss_feat: 9.1714506149292 (8.292928741824245) | > loss_mel: 14.522054672241211 (13.55245537911692) | > loss_duration: 1.7518436908721924 (1.6996053476487436) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.281082153320312 (28.062797761732533) | > grad_norm_1: tensor(617.0866, device='cuda:0') (tensor(690.1163, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8283 (0.8460123846607823) | > loader_time: 0.0098 (0.010073015766759072)  --> TIME: 2025-05-09 12:34:08 -- STEP: 112/725 -- GLOBAL_STEP: 140950 | > loss_disc: 2.2425708770751953 (2.233854046889715) | > loss_disc_real_0: 0.13384979963302612 (0.14700228734208004) | > loss_disc_real_1: 0.16877247393131256 (0.19636117267821515) | > loss_disc_real_2: 0.19009271264076233 (0.19105339489345038) | > loss_disc_real_3: 0.2053576111793518 (0.20502179022878408) | > loss_disc_real_4: 0.18805401027202606 (0.19894811750522684) | > loss_disc_real_5: 0.20427629351615906 (0.200764489892338) | > loss_0: 2.2425708770751953 (2.233854046889715) | > grad_norm_0: tensor(19.3110, device='cuda:0') (tensor(33.9023, device='cuda:0')) | > loss_gen: 2.730919122695923 (2.778100573590823) | > loss_kl: 1.6514207124710083 (1.7482686660119466) | > loss_feat: 8.315957069396973 (8.323942542076114) | > loss_mel: 13.657639503479004 (13.660931135926928) | > loss_duration: 1.7030394077301025 (1.702642903796264) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.058975219726562 (28.21388581820897) | > grad_norm_1: tensor(698.5593, device='cuda:0') (tensor(670.0027, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8267 (0.8486021778413227) | > loader_time: 0.0102 (0.009995434965406141)  --> TIME: 2025-05-09 12:34:51 -- STEP: 162/725 -- GLOBAL_STEP: 141000 | > loss_disc: 2.2664928436279297 (2.233421739236809) | > loss_disc_real_0: 0.13418155908584595 (0.1462313661144839) | > loss_disc_real_1: 0.19126074016094208 (0.19626712743882777) | > loss_disc_real_2: 0.21961671113967896 (0.19071954313987566) | > loss_disc_real_3: 0.22228196263313293 (0.20521220803996662) | > loss_disc_real_4: 0.21537365019321442 (0.1995448538182694) | > loss_disc_real_5: 0.22311370074748993 (0.20080765943836282) | > loss_0: 2.2664928436279297 (2.233421739236809) | > grad_norm_0: tensor(22.5768, device='cuda:0') (tensor(34.9412, device='cuda:0')) | > loss_gen: 2.693326473236084 (2.772695744479144) | > loss_kl: 1.817944884300232 (1.749633147392744) | > loss_feat: 7.192484378814697 (8.261014676388402) | > loss_mel: 12.081101417541504 (13.520318455166286) | > loss_duration: 1.6728112697601318 (1.7023884521590338) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.45766830444336 (28.00605046307599) | > grad_norm_1: tensor(830.3824, device='cuda:0') (tensor(679.4293, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8304 (0.8474146230721178) | > loader_time: 0.0107 (0.009979370199603791) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_141000.pth  --> TIME: 2025-05-09 12:35:37 -- STEP: 212/725 -- GLOBAL_STEP: 141050 | > loss_disc: 2.1846604347229004 (2.2229081932103862) | > loss_disc_real_0: 0.15556126832962036 (0.14379952106413968) | > loss_disc_real_1: 0.180183544754982 (0.19546872686665012) | > loss_disc_real_2: 0.19330377876758575 (0.19010785418861317) | > loss_disc_real_3: 0.22788973152637482 (0.20480561200177894) | > loss_disc_real_4: 0.22606761753559113 (0.1987533872279356) | > loss_disc_real_5: 0.18244804441928864 (0.20059142592099477) | > loss_0: 2.1846604347229004 (2.2229081932103862) | > grad_norm_0: tensor(51.1748, device='cuda:0') (tensor(35.3303, device='cuda:0')) | > loss_gen: 2.8774147033691406 (2.7776488526812138) | > loss_kl: 1.577839970588684 (1.7485820201208007) | > loss_feat: 8.56031608581543 (8.29431330932762) | > loss_mel: 13.089517593383789 (13.547395418275077) | > loss_duration: 1.7079041004180908 (1.7022052654680215) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.812992095947266 (28.070144860249645) | > grad_norm_1: tensor(923.9752, device='cuda:0') (tensor(697.5394, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8593 (0.8485527139789651) | > loader_time: 0.0097 (0.009994158204996353)  --> TIME: 2025-05-09 12:36:20 -- STEP: 262/725 -- GLOBAL_STEP: 141100 | > loss_disc: 2.176584482192993 (2.2153939218011525) | > loss_disc_real_0: 0.1620682030916214 (0.14125618802113382) | > loss_disc_real_1: 0.20318160951137543 (0.19460315058249553) | > loss_disc_real_2: 0.1800951510667801 (0.1895852342589211) | > loss_disc_real_3: 0.22510309517383575 (0.20461565301618503) | > loss_disc_real_4: 0.17737121880054474 (0.19850748834264184) | > loss_disc_real_5: 0.20235468447208405 (0.20106754804613025) | > loss_0: 2.176584482192993 (2.2153939218011525) | > grad_norm_0: tensor(26.7490, device='cuda:0') (tensor(35.0801, device='cuda:0')) | > loss_gen: 2.766277313232422 (2.784190227967182) | > loss_kl: 1.6863536834716797 (1.7478407402984968) | > loss_feat: 7.937288284301758 (8.335869601664657) | > loss_mel: 12.74428939819336 (13.57999137703699) | > loss_duration: 1.6809481382369995 (1.7025857026340396) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.815156936645508 (28.150477635041447) | > grad_norm_1: tensor(970.6973, device='cuda:0') (tensor(706.6113, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8781 (0.8472198084110522) | > loader_time: 0.0105 (0.009943078492433963)  --> TIME: 2025-05-09 12:37:02 -- STEP: 312/725 -- GLOBAL_STEP: 141150 | > loss_disc: 2.3194751739501953 (2.216517865657807) | > loss_disc_real_0: 0.15033535659313202 (0.14123086600253973) | > loss_disc_real_1: 0.20264139771461487 (0.1946130958505166) | > loss_disc_real_2: 0.20204275846481323 (0.18976033841952292) | > loss_disc_real_3: 0.2067173421382904 (0.20452246686013856) | > loss_disc_real_4: 0.20380611717700958 (0.19850134071058184) | > loss_disc_real_5: 0.21261440217494965 (0.20158641751951129) | > loss_0: 2.3194751739501953 (2.216517865657807) | > grad_norm_0: tensor(42.7740, device='cuda:0') (tensor(35.2171, device='cuda:0')) | > loss_gen: 2.6044299602508545 (2.7803668479124704) | > loss_kl: 1.7051368951797485 (1.7459728450347216) | > loss_feat: 7.034280776977539 (8.306355681174841) | > loss_mel: 12.728342056274414 (13.526193612661118) | > loss_duration: 1.707129955291748 (1.7020009714059336) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.779319763183594 (28.060889947108734) | > grad_norm_1: tensor(747.9727, device='cuda:0') (tensor(709.6273, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8464 (0.8461216306075071) | > loader_time: 0.0123 (0.009924018230193695)  --> TIME: 2025-05-09 12:37:45 -- STEP: 362/725 -- GLOBAL_STEP: 141200 | > loss_disc: 2.2081849575042725 (2.2149531755658147) | > loss_disc_real_0: 0.1708838790655136 (0.1408995436453028) | > loss_disc_real_1: 0.1946045458316803 (0.19451429056857836) | > loss_disc_real_2: 0.19509264826774597 (0.18969533320783902) | > loss_disc_real_3: 0.2102140486240387 (0.2043882512502908) | > loss_disc_real_4: 0.1849210411310196 (0.1986525148894246) | > loss_disc_real_5: 0.17110012471675873 (0.201550955889304) | > loss_0: 2.2081849575042725 (2.2149531755658147) | > grad_norm_0: tensor(27.3588, device='cuda:0') (tensor(34.9112, device='cuda:0')) | > loss_gen: 2.785341262817383 (2.780120187701441) | > loss_kl: 1.843430757522583 (1.7478669723753113) | > loss_feat: 8.43299674987793 (8.316685846497345) | > loss_mel: 13.348474502563477 (13.508640260327587) | > loss_duration: 1.6452969312667847 (1.7005255801901629) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.055538177490234 (28.053838877388127) | > grad_norm_1: tensor(955.4434, device='cuda:0') (tensor(708.8849, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8459 (0.8464667257024439) | > loader_time: 0.0113 (0.0099045064567861)  --> TIME: 2025-05-09 12:38:28 -- STEP: 412/725 -- GLOBAL_STEP: 141250 | > loss_disc: 2.2105326652526855 (2.213824310927717) | > loss_disc_real_0: 0.09381052106618881 (0.14067987654611308) | > loss_disc_real_1: 0.20027121901512146 (0.19433493225030532) | > loss_disc_real_2: 0.21201889216899872 (0.18962188249508147) | > loss_disc_real_3: 0.22593741118907928 (0.20457607692161817) | > loss_disc_real_4: 0.19504760205745697 (0.19862204981805046) | > loss_disc_real_5: 0.18979693949222565 (0.20168728931146915) | > loss_0: 2.2105326652526855 (2.213824310927717) | > grad_norm_0: tensor(36.5771, device='cuda:0') (tensor(34.7826, device='cuda:0')) | > loss_gen: 2.5662269592285156 (2.781386416513943) | > loss_kl: 1.6783276796340942 (1.7493830985814622) | > loss_feat: 7.984394550323486 (8.321580178529322) | > loss_mel: 12.63239574432373 (13.495447943511518) | > loss_duration: 1.701061487197876 (1.7009995244081735) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.562406539916992 (28.0487971722501) | > grad_norm_1: tensor(687.4324, device='cuda:0') (tensor(712.6532, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8324 (0.84631820037527) | > loader_time: 0.0095 (0.009917899821568465)  --> TIME: 2025-05-09 12:39:11 -- STEP: 462/725 -- GLOBAL_STEP: 141300 | > loss_disc: 2.336392641067505 (2.214135258744808) | > loss_disc_real_0: 0.138828307390213 (0.14022101858606567) | > loss_disc_real_1: 0.1994227170944214 (0.1943493070024433) | > loss_disc_real_2: 0.18965491652488708 (0.1897795043595425) | > loss_disc_real_3: 0.23382198810577393 (0.20436201447790325) | > loss_disc_real_4: 0.24512797594070435 (0.1987160957736886) | > loss_disc_real_5: 0.18909120559692383 (0.20185198960624212) | > loss_0: 2.336392641067505 (2.214135258744808) | > grad_norm_0: tensor(37.3014, device='cuda:0') (tensor(34.4719, device='cuda:0')) | > loss_gen: 2.631803035736084 (2.779273194668097) | > loss_kl: 1.6632214784622192 (1.7461046488770158) | > loss_feat: 7.659874439239502 (8.315319023091048) | > loss_mel: 13.079741477966309 (13.482988696077685) | > loss_duration: 1.73002028465271 (1.700950503349304) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.76466178894043 (28.024636082835013) | > grad_norm_1: tensor(81.6347, device='cuda:0') (tensor(713.3906, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.7835 (0.8463523769791508) | > loader_time: 0.0096 (0.009900448126194285)  --> TIME: 2025-05-09 12:39:54 -- STEP: 512/725 -- GLOBAL_STEP: 141350 | > loss_disc: 2.2222907543182373 (2.21421125228517) | > loss_disc_real_0: 0.1431335061788559 (0.14020372008963006) | > loss_disc_real_1: 0.2195061296224594 (0.19437140363152142) | > loss_disc_real_2: 0.17340053617954254 (0.18972630560165266) | > loss_disc_real_3: 0.2098209410905838 (0.20429888155194936) | > loss_disc_real_4: 0.19157975912094116 (0.19863343832548702) | > loss_disc_real_5: 0.24714715778827667 (0.2021550970675889) | > loss_0: 2.2222907543182373 (2.21421125228517) | > grad_norm_0: tensor(31.0907, device='cuda:0') (tensor(34.8683, device='cuda:0')) | > loss_gen: 2.6984424591064453 (2.776979028712958) | > loss_kl: 1.7773772478103638 (1.7404841515235603) | > loss_feat: 7.838801383972168 (8.296091224998246) | > loss_mel: 13.295291900634766 (13.466677401214838) | > loss_duration: 1.6574780941009521 (1.7013411009684203) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.267391204833984 (27.981572940945625) | > grad_norm_1: tensor(707.7043, device='cuda:0') (tensor(715.4020, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8533 (0.8455585506744683) | > loader_time: 0.0096 (0.009893577545881275)  --> TIME: 2025-05-09 12:40:37 -- STEP: 562/725 -- GLOBAL_STEP: 141400 | > loss_disc: 2.153212785720825 (2.21414202069897) | > loss_disc_real_0: 0.1811724156141281 (0.14034975178248071) | > loss_disc_real_1: 0.21293583512306213 (0.19417651000290162) | > loss_disc_real_2: 0.17813849449157715 (0.1894915931960866) | > loss_disc_real_3: 0.19289648532867432 (0.20422788868489214) | > loss_disc_real_4: 0.20477625727653503 (0.19856469441881372) | > loss_disc_real_5: 0.20778372883796692 (0.20245724897897963) | > loss_0: 2.153212785720825 (2.21414202069897) | > grad_norm_0: tensor(49.6016, device='cuda:0') (tensor(35.0976, device='cuda:0')) | > loss_gen: 2.9585907459259033 (2.7755857540619333) | > loss_kl: 1.6582552194595337 (1.7436297245297145) | > loss_feat: 8.380019187927246 (8.296803035770033) | > loss_mel: 12.402705192565918 (13.478185685928178) | > loss_duration: 1.67767333984375 (1.7010898025858874) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.07724380493164 (27.99529405845017) | > grad_norm_1: tensor(732.9738, device='cuda:0') (tensor(717.1072, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8882 (0.8450671565914495) | > loader_time: 0.0097 (0.00987422635971016)  --> TIME: 2025-05-09 12:41:20 -- STEP: 612/725 -- GLOBAL_STEP: 141450 | > loss_disc: 2.0971946716308594 (2.215724561923472) | > loss_disc_real_0: 0.12748119235038757 (0.14071524978365751) | > loss_disc_real_1: 0.1890135407447815 (0.19431633745727972) | > loss_disc_real_2: 0.17325440049171448 (0.18959056831944998) | > loss_disc_real_3: 0.19071252644062042 (0.20458072199930555) | > loss_disc_real_4: 0.15344345569610596 (0.19853769250067999) | > loss_disc_real_5: 0.18338844180107117 (0.20256341273098988) | > loss_0: 2.0971946716308594 (2.215724561923472) | > grad_norm_0: tensor(43.9604, device='cuda:0') (tensor(35.7383, device='cuda:0')) | > loss_gen: 2.7825629711151123 (2.776333014949475) | > loss_kl: 1.7122286558151245 (1.7444419268689124) | > loss_feat: 9.364802360534668 (8.293335904482932) | > loss_mel: 14.6773681640625 (13.471674919128418) | > loss_duration: 1.6381378173828125 (1.7007070879141493) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.175098419189453 (27.986492917428603) | > grad_norm_1: tensor(778.2635, device='cuda:0') (tensor(712.5519, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8161 (0.8450334204567803) | > loader_time: 0.0088 (0.009864752199135591)  --> TIME: 2025-05-09 12:42:02 -- STEP: 662/725 -- GLOBAL_STEP: 141500 | > loss_disc: 2.0333266258239746 (2.2146199799376327) | > loss_disc_real_0: 0.12181289494037628 (0.14043553852197613) | > loss_disc_real_1: 0.19650402665138245 (0.19411445384299283) | > loss_disc_real_2: 0.14946280419826508 (0.189595467441932) | > loss_disc_real_3: 0.19223353266716003 (0.20434423560822487) | > loss_disc_real_4: 0.21134983003139496 (0.1984829477898303) | > loss_disc_real_5: 0.18908676505088806 (0.20268595448253374) | > loss_0: 2.0333266258239746 (2.2146199799376327) | > grad_norm_0: tensor(41.9788, device='cuda:0') (tensor(35.4856, device='cuda:0')) | > loss_gen: 3.05110764503479 (2.7766042645244084) | > loss_kl: 1.8335329294204712 (1.7445191908458928) | > loss_feat: 9.635376930236816 (8.29615654758097) | > loss_mel: 15.32696533203125 (13.483907986263494) | > loss_duration: 1.7061975002288818 (1.7007086116741794) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.553180694580078 (28.001896659413127) | > grad_norm_1: tensor(960.7944, device='cuda:0') (tensor(715.5592, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.879 (0.8448431322581819) | > loader_time: 0.0098 (0.009842616553753175)  --> TIME: 2025-05-09 12:42:45 -- STEP: 712/725 -- GLOBAL_STEP: 141550 | > loss_disc: 2.260498285293579 (2.216028970111624) | > loss_disc_real_0: 0.11204497516155243 (0.14037969997257316) | > loss_disc_real_1: 0.2034016102552414 (0.19426539799805434) | > loss_disc_real_2: 0.18761089444160461 (0.18976394972355848) | > loss_disc_real_3: 0.18506495654582977 (0.20457434103813743) | > loss_disc_real_4: 0.1883898228406906 (0.19856980227436236) | > loss_disc_real_5: 0.2122012972831726 (0.20273368037567377) | > loss_0: 2.260498285293579 (2.216028970111624) | > grad_norm_0: tensor(14.5172, device='cuda:0') (tensor(35.3985, device='cuda:0')) | > loss_gen: 2.6784963607788086 (2.77473704366202) | > loss_kl: 1.889420747756958 (1.7458726887622575) | > loss_feat: 7.999759197235107 (8.280580642518032) | > loss_mel: 14.4048490524292 (13.468473333990977) | > loss_duration: 1.7010656595230103 (1.699897352061915) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.67359161376953 (27.9695611134004) | > grad_norm_1: tensor(663.9576, device='cuda:0') (tensor(716.4733, device='cuda:0')) | > current_lr_0: 0.00019675146691989817 | > current_lr_1: 0.00019675146691989817 | > step_time: 0.8189 (0.8446427540162976) | > loader_time: 0.0096 (0.009848844134405772)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.049304962158203 (2.049304962158203) | > loss_disc_real_0: 0.10793396085500717 (0.10793396085500717) | > loss_disc_real_1: 0.12811410427093506 (0.12811410427093506) | > loss_disc_real_2: 0.18590722978115082 (0.18590722978115082) | > loss_disc_real_3: 0.21514557301998138 (0.21514557301998138) | > loss_disc_real_4: 0.2402561753988266 (0.2402561753988266) | > loss_disc_real_5: 0.20455949008464813 (0.20455949008464813) | > loss_0: 2.049304962158203 (2.049304962158203) | > loss_gen: 2.915600061416626 (2.915600061416626) | > loss_kl: 2.0235016345977783 (2.0235016345977783) | > loss_feat: 9.656692504882812 (9.656692504882812) | > loss_mel: 15.326278686523438 (15.326278686523438) | > loss_duration: 1.6591761112213135 (1.6591761112213135) | > loss_1: 31.581249237060547 (31.581249237060547)  --> STEP: 1 | > loss_disc: 2.190732002258301 (2.190732002258301) | > loss_disc_real_0: 0.1300816386938095 (0.1300816386938095) | > loss_disc_real_1: 0.1482938528060913 (0.1482938528060913) | > loss_disc_real_2: 0.20266404747962952 (0.20266404747962952) | > loss_disc_real_3: 0.1861618161201477 (0.1861618161201477) | > loss_disc_real_4: 0.2324579656124115 (0.2324579656124115) | > loss_disc_real_5: 0.22121895849704742 (0.22121895849704742) | > loss_0: 2.190732002258301 (2.190732002258301) | > loss_gen: 2.6441707611083984 (2.6441707611083984) | > loss_kl: 1.9699455499649048 (1.9699455499649048) | > loss_feat: 7.735933780670166 (7.735933780670166) | > loss_mel: 12.938382148742676 (12.938382148742676) | > loss_duration: 1.7541563510894775 (1.7541563510894775) | > loss_1: 27.042587280273438 (27.042587280273438)  --> STEP: 2 | > loss_disc: 2.1298701763153076 (2.160301089286804) | > loss_disc_real_0: 0.14306753873825073 (0.13657458871603012) | > loss_disc_real_1: 0.15065109729766846 (0.14947247505187988) | > loss_disc_real_2: 0.18253976106643677 (0.19260190427303314) | > loss_disc_real_3: 0.2015462964773178 (0.19385405629873276) | > loss_disc_real_4: 0.21172529458999634 (0.22209163010120392) | > loss_disc_real_5: 0.216911181807518 (0.21906507015228271) | > loss_0: 2.1298701763153076 (2.160301089286804) | > loss_gen: 2.7610092163085938 (2.702589988708496) | > loss_kl: 1.9214524030685425 (1.9456989765167236) | > loss_feat: 8.07494068145752 (7.905437231063843) | > loss_mel: 13.728116989135742 (13.333249568939209) | > loss_duration: 1.7999069690704346 (1.777031660079956) | > loss_1: 28.28542709350586 (27.66400718688965)  --> STEP: 3 | > loss_disc: 2.024500846862793 (2.115034341812134) | > loss_disc_real_0: 0.11914810538291931 (0.1307657609383265) | > loss_disc_real_1: 0.14527066051959991 (0.14807187020778656) | > loss_disc_real_2: 0.194618359208107 (0.19327405591805777) | > loss_disc_real_3: 0.16390202939510345 (0.18387004733085632) | > loss_disc_real_4: 0.23255908489227295 (0.22558078169822693) | > loss_disc_real_5: 0.19170284271240234 (0.2099443276723226) | > loss_0: 2.024500846862793 (2.115034341812134) | > loss_gen: 3.007786750793457 (2.8043222427368164) | > loss_kl: 2.0135951042175293 (1.968331019083659) | > loss_feat: 9.701510429382324 (8.504128297170004) | > loss_mel: 14.606993675231934 (13.757830937703451) | > loss_duration: 1.7826292514801025 (1.7788975238800049) | > loss_1: 31.112512588500977 (28.813508987426758)  --> STEP: 4 | > loss_disc: 2.0814690589904785 (2.10664302110672) | > loss_disc_real_0: 0.12245751172304153 (0.12868869863450527) | > loss_disc_real_1: 0.16359616816043854 (0.15195294469594955) | > loss_disc_real_2: 0.193336620926857 (0.19328969717025757) | > loss_disc_real_3: 0.17593786120414734 (0.18188700079917908) | > loss_disc_real_4: 0.24971315264701843 (0.2316138744354248) | > loss_disc_real_5: 0.2166450321674347 (0.21161950379610062) | > loss_0: 2.0814690589904785 (2.10664302110672) | > loss_gen: 2.926072597503662 (2.834759831428528) | > loss_kl: 1.972791075706482 (1.9694460332393646) | > loss_feat: 8.943816184997559 (8.614050269126892) | > loss_mel: 13.735660552978516 (13.752288341522217) | > loss_duration: 1.696978211402893 (1.758417695760727) | > loss_1: 29.275318145751953 (28.928961277008057) --> EVAL PERFORMANCE | > avg_loader_time: 0.2814258933067322 (+0.004950404167175293) | > avg_loss_disc: 2.10664302110672 (-0.1437879204750061) | > avg_loss_disc_real_0: 0.12868869863450527 (-0.009973952546715736) | > avg_loss_disc_real_1: 0.15195294469594955 (-0.07007986679673195) | > avg_loss_disc_real_2: 0.19328969717025757 (-0.012002173811197281) | > avg_loss_disc_real_3: 0.18188700079917908 (+0.01994384452700615) | > avg_loss_disc_real_4: 0.2316138744354248 (+0.011140212416648865) | > avg_loss_disc_real_5: 0.21161950379610062 (-0.036735232919454575) | > avg_loss_0: 2.10664302110672 (-0.1437879204750061) | > avg_loss_gen: 2.834759831428528 (+0.1627521514892578) | > avg_loss_kl: 1.9694460332393646 (+0.036159515380859375) | > avg_loss_feat: 8.614050269126892 (+0.8832576274871826) | > avg_loss_mel: 13.752288341522217 (+0.8860869407653809) | > avg_loss_duration: 1.758417695760727 (-0.029885977506637573) | > avg_loss_1: 28.928961277008057 (+1.9383692741394043)  > EPOCH: 132/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 12:43:03)   --> TIME: 2025-05-09 12:43:37 -- STEP: 37/725 -- GLOBAL_STEP: 141600 | > loss_disc: 2.28277325630188 (2.2061306205955713) | > loss_disc_real_0: 0.21627001464366913 (0.1327475774529818) | > loss_disc_real_1: 0.17209701240062714 (0.19691857051204992) | > loss_disc_real_2: 0.17427319288253784 (0.18786296812263695) | > loss_disc_real_3: 0.2015882432460785 (0.20522174923806577) | > loss_disc_real_4: 0.1928606480360031 (0.19862905587698962) | > loss_disc_real_5: 0.20642399787902832 (0.20198640589778488) | > loss_0: 2.28277325630188 (2.2061306205955713) | > grad_norm_0: tensor(68.6502, device='cuda:0') (tensor(34.9482, device='cuda:0')) | > loss_gen: 2.633305788040161 (2.7800058674167945) | > loss_kl: 1.7272158861160278 (1.7550272329433545) | > loss_feat: 7.936471462249756 (8.279542575011385) | > loss_mel: 13.032010078430176 (13.588225828634727) | > loss_duration: 1.6928317546844482 (1.6943175341631915) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.021835327148438 (28.097119047835065) | > grad_norm_1: tensor(780.7976, device='cuda:0') (tensor(762.5145, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8482 (0.8594694588635419) | > loader_time: 0.0096 (0.010022762659433726)  --> TIME: 2025-05-09 12:44:20 -- STEP: 87/725 -- GLOBAL_STEP: 141650 | > loss_disc: 2.103790283203125 (2.2132760683695483) | > loss_disc_real_0: 0.12610268592834473 (0.13962224639695267) | > loss_disc_real_1: 0.15717247128486633 (0.19499652224710617) | > loss_disc_real_2: 0.16060888767242432 (0.18681644485599697) | > loss_disc_real_3: 0.19908259809017181 (0.20588375867783337) | > loss_disc_real_4: 0.2031729817390442 (0.2002912694695352) | > loss_disc_real_5: 0.22606931626796722 (0.20176792864141793) | > loss_0: 2.103790283203125 (2.2132760683695483) | > grad_norm_0: tensor(53.8756, device='cuda:0') (tensor(36.2113, device='cuda:0')) | > loss_gen: 2.933655261993408 (2.7774899362147547) | > loss_kl: 1.8159533739089966 (1.7444033060950794) | > loss_feat: 9.451597213745117 (8.271632112305742) | > loss_mel: 15.026989936828613 (13.477099298060626) | > loss_duration: 1.6863429546356201 (1.6968076722375278) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.91453742980957 (27.967432350947938) | > grad_norm_1: tensor(1059.7681, device='cuda:0') (tensor(726.7958, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8108 (0.8518981330696194) | > loader_time: 0.0095 (0.010005553563435876)  --> TIME: 2025-05-09 12:45:03 -- STEP: 137/725 -- GLOBAL_STEP: 141700 | > loss_disc: 2.144698143005371 (2.2044458458893494) | > loss_disc_real_0: 0.13870465755462646 (0.13686028519903645) | > loss_disc_real_1: 0.17385557293891907 (0.1941687929151702) | > loss_disc_real_2: 0.1928102672100067 (0.18667652267609205) | > loss_disc_real_3: 0.2408382147550583 (0.20469490259233183) | > loss_disc_real_4: 0.19588103890419006 (0.19984201651855107) | > loss_disc_real_5: 0.22525431215763092 (0.20172689224246645) | > loss_0: 2.144698143005371 (2.2044458458893494) | > grad_norm_0: tensor(27.8944, device='cuda:0') (tensor(35.9633, device='cuda:0')) | > loss_gen: 3.0110056400299072 (2.7830525976027896) | > loss_kl: 1.7633581161499023 (1.7544438055832021) | > loss_feat: 9.069109916687012 (8.288963735538678) | > loss_mel: 14.348341941833496 (13.4498497761079) | > loss_duration: 1.6743234395980835 (1.6974326711501517) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.866138458251953 (27.97374265907455) | > grad_norm_1: tensor(783.1711, device='cuda:0') (tensor(726.5715, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8127 (0.8497008111355079) | > loader_time: 0.0101 (0.009886176046663834)  --> TIME: 2025-05-09 12:45:46 -- STEP: 187/725 -- GLOBAL_STEP: 141750 | > loss_disc: 2.017550230026245 (2.2031422655850172) | > loss_disc_real_0: 0.1289086788892746 (0.13735476184018783) | > loss_disc_real_1: 0.17150209844112396 (0.19374468484345606) | > loss_disc_real_2: 0.17500783503055573 (0.18754367370975208) | > loss_disc_real_3: 0.17359094321727753 (0.20405000105579907) | > loss_disc_real_4: 0.15928111970424652 (0.19910419808033317) | > loss_disc_real_5: 0.17229311168193817 (0.2014299754631073) | > loss_0: 2.017550230026245 (2.2031422655850172) | > grad_norm_0: tensor(15.5823, device='cuda:0') (tensor(35.3692, device='cuda:0')) | > loss_gen: 3.0618274211883545 (2.7812513132146344) | > loss_kl: 1.7280560731887817 (1.7419995292622776) | > loss_feat: 9.86838150024414 (8.264790527323346) | > loss_mel: 14.409233093261719 (13.450214385986328) | > loss_duration: 1.7197608947753906 (1.6981373725727917) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.78725814819336 (27.9363931462089) | > grad_norm_1: tensor(984.8969, device='cuda:0') (tensor(715.6449, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8361 (0.8487554055484218) | > loader_time: 0.0097 (0.00987730179240998)  --> TIME: 2025-05-09 12:46:29 -- STEP: 237/725 -- GLOBAL_STEP: 141800 | > loss_disc: 2.008763313293457 (2.2069157080308304) | > loss_disc_real_0: 0.09336589276790619 (0.13828755286423963) | > loss_disc_real_1: 0.18623584508895874 (0.19379945860130374) | > loss_disc_real_2: 0.1593361347913742 (0.1880386681119098) | > loss_disc_real_3: 0.16743811964988708 (0.20365736963628214) | > loss_disc_real_4: 0.16774122416973114 (0.1992602458357308) | > loss_disc_real_5: 0.18867357075214386 (0.20184499390014615) | > loss_0: 2.008763313293457 (2.2069157080308304) | > grad_norm_0: tensor(13.3948, device='cuda:0') (tensor(34.4171, device='cuda:0')) | > loss_gen: 2.9013283252716064 (2.775002662642596) | > loss_kl: 2.1040244102478027 (1.743256173556364) | > loss_feat: 9.655804634094238 (8.236417478649912) | > loss_mel: 15.578546524047852 (13.421143298410666) | > loss_duration: 1.693750023841858 (1.698610752443724) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.933454513549805 (27.874430338541668) | > grad_norm_1: tensor(600.9673, device='cuda:0') (tensor(708.9368, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8128 (0.8480061649773188) | > loader_time: 0.0097 (0.009813509912933489)  --> TIME: 2025-05-09 12:47:11 -- STEP: 287/725 -- GLOBAL_STEP: 141850 | > loss_disc: 2.413364887237549 (2.2082987733003585) | > loss_disc_real_0: 0.11065276712179184 (0.13796596065527048) | > loss_disc_real_1: 0.2096347212791443 (0.19401041389757742) | > loss_disc_real_2: 0.20508193969726562 (0.18849814187358893) | > loss_disc_real_3: 0.2049708217382431 (0.20361382901045502) | > loss_disc_real_4: 0.2386135458946228 (0.19946401080811063) | > loss_disc_real_5: 0.20627427101135254 (0.20171740282495676) | > loss_0: 2.413364887237549 (2.2082987733003585) | > grad_norm_0: tensor(25.4928, device='cuda:0') (tensor(33.8907, device='cuda:0')) | > loss_gen: 2.7482798099517822 (2.7738946231815453) | > loss_kl: 1.5716643333435059 (1.7485338997757807) | > loss_feat: 7.481895923614502 (8.241513034607879) | > loss_mel: 12.829955101013184 (13.415565989158708) | > loss_duration: 1.7227493524551392 (1.6987288243263856) | > amp_scaler: 256.0 (128.44599303135888) | > loss_1: 26.354543685913086 (27.878236358589405) | > grad_norm_1: tensor(674.4193, device='cuda:0') (tensor(711.5406, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8064 (0.8460594959790695) | > loader_time: 0.0094 (0.009783770564541178)  --> TIME: 2025-05-09 12:47:54 -- STEP: 337/725 -- GLOBAL_STEP: 141900 | > loss_disc: 1.9854493141174316 (2.209085628965135) | > loss_disc_real_0: 0.08388461172580719 (0.13900038383304192) | > loss_disc_real_1: 0.16830679774284363 (0.19419408304401242) | > loss_disc_real_2: 0.1703537404537201 (0.18873407548011586) | > loss_disc_real_3: 0.2128225713968277 (0.2037678702737174) | > loss_disc_real_4: 0.183755561709404 (0.19925519620629373) | > loss_disc_real_5: 0.2027890980243683 (0.20132324700893214) | > loss_0: 1.9854493141174316 (2.209085628965135) | > grad_norm_0: tensor(39.5722, device='cuda:0') (tensor(34.2256, device='cuda:0')) | > loss_gen: 3.1037282943725586 (2.774613988859364) | > loss_kl: 1.8710874319076538 (1.749545860007538) | > loss_feat: 9.879162788391113 (8.244598184919488) | > loss_mel: 15.67165470123291 (13.41870419137202) | > loss_duration: 1.6863622665405273 (1.6981055771915425) | > amp_scaler: 256.0 (147.37091988130558) | > loss_1: 32.211997985839844 (27.885567775465958) | > grad_norm_1: tensor(779.0942, device='cuda:0') (tensor(701.3260, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8715 (0.846088004041496) | > loader_time: 0.0098 (0.009746037887890207)  --> TIME: 2025-05-09 12:48:38 -- STEP: 387/725 -- GLOBAL_STEP: 141950 | > loss_disc: 2.094480276107788 (2.2090751290013326) | > loss_disc_real_0: 0.09727475792169571 (0.14009685895239662) | > loss_disc_real_1: 0.20062890648841858 (0.19420425020139032) | > loss_disc_real_2: 0.18489514291286469 (0.18852893954253627) | > loss_disc_real_3: 0.20392398536205292 (0.20368188184515137) | > loss_disc_real_4: 0.23028972744941711 (0.19912321642233724) | > loss_disc_real_5: 0.17819732427597046 (0.201407575599599) | > loss_0: 2.094480276107788 (2.2090751290013326) | > grad_norm_0: tensor(24.4715, device='cuda:0') (tensor(34.9606, device='cuda:0')) | > loss_gen: 2.769627809524536 (2.7737705171570317) | > loss_kl: 1.6199779510498047 (1.7480071385701497) | > loss_feat: 8.309296607971191 (8.231800570968497) | > loss_mel: 13.613553047180176 (13.416051290448014) | > loss_duration: 1.7788585424423218 (1.698063788795964) | > amp_scaler: 256.0 (161.40568475452196) | > loss_1: 28.0913143157959 (27.867693277600498) | > grad_norm_1: tensor(627.3380, device='cuda:0') (tensor(704.7717, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8459 (0.8477296145387395) | > loader_time: 0.0114 (0.009750831958859478)  --> TIME: 2025-05-09 12:49:21 -- STEP: 437/725 -- GLOBAL_STEP: 142000 | > loss_disc: 2.2924089431762695 (2.21008798814202) | > loss_disc_real_0: 0.12355849146842957 (0.14024025617802433) | > loss_disc_real_1: 0.20728828012943268 (0.19412432205213281) | > loss_disc_real_2: 0.18472488224506378 (0.18833509629732956) | > loss_disc_real_3: 0.20490576326847076 (0.2036028781253631) | > loss_disc_real_4: 0.1750667691230774 (0.19897491895770586) | > loss_disc_real_5: 0.2177446186542511 (0.2015903629959312) | > loss_0: 2.2924089431762695 (2.21008798814202) | > grad_norm_0: tensor(26.3044, device='cuda:0') (tensor(35.1751, device='cuda:0')) | > loss_gen: 2.7630457878112793 (2.7763469797522866) | > loss_kl: 1.953969120979309 (1.747260766662231) | > loss_feat: 8.709429740905762 (8.246935946990465) | > loss_mel: 14.035155296325684 (13.419839387627434) | > loss_duration: 1.6619646549224854 (1.6977695098457948) | > amp_scaler: 128.0 (167.54233409610984) | > loss_1: 29.123565673828125 (27.88815256114409) | > grad_norm_1: tensor(725.9769, device='cuda:0') (tensor(702.2635, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8965 (0.8470289025208495) | > loader_time: 0.0098 (0.009777859637611798) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_142000.pth  --> TIME: 2025-05-09 12:50:06 -- STEP: 487/725 -- GLOBAL_STEP: 142050 | > loss_disc: 2.3374009132385254 (2.211822949640561) | > loss_disc_real_0: 0.12285036593675613 (0.13985817428119857) | > loss_disc_real_1: 0.21561196446418762 (0.19427781327182012) | > loss_disc_real_2: 0.189801424741745 (0.1890466930440319) | > loss_disc_real_3: 0.19242742657661438 (0.20358240717612738) | > loss_disc_real_4: 0.1811344027519226 (0.19895669117233344) | > loss_disc_real_5: 0.19445224106311798 (0.20181028358255818) | > loss_0: 2.3374009132385254 (2.211822949640561) | > grad_norm_0: tensor(17.9799, device='cuda:0') (tensor(34.7979, device='cuda:0')) | > loss_gen: 2.508753776550293 (2.7748169967526053) | > loss_kl: 1.5403203964233398 (1.7462044467181885) | > loss_feat: 6.693663120269775 (8.239621163393677) | > loss_mel: 11.668824195861816 (13.433205684842026) | > loss_duration: 1.6919442415237427 (1.698012920620505) | > amp_scaler: 128.0 (163.48254620123203) | > loss_1: 24.10350799560547 (27.891861192989147) | > grad_norm_1: tensor(654.2220, device='cuda:0') (tensor(704.0352, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8131 (0.8469424002958762) | > loader_time: 0.009 (0.009778724803572081)  --> TIME: 2025-05-09 12:50:49 -- STEP: 537/725 -- GLOBAL_STEP: 142100 | > loss_disc: 2.289656400680542 (2.212261792001778) | > loss_disc_real_0: 0.11247291415929794 (0.1399514524463834) | > loss_disc_real_1: 0.2199338674545288 (0.19407658742348793) | > loss_disc_real_2: 0.21621271967887878 (0.1892046017686748) | > loss_disc_real_3: 0.19369396567344666 (0.2036535265392431) | > loss_disc_real_4: 0.21008247137069702 (0.198930355867638) | > loss_disc_real_5: 0.21086475253105164 (0.2020051159394742) | > loss_0: 2.289656400680542 (2.212261792001778) | > grad_norm_0: tensor(29.6489, device='cuda:0') (tensor(34.8631, device='cuda:0')) | > loss_gen: 2.6222963333129883 (2.7735584625762724) | > loss_kl: 1.6499758958816528 (1.7450767522417634) | > loss_feat: 7.429599285125732 (8.243667106166667) | > loss_mel: 12.596020698547363 (13.43657476009603) | > loss_duration: 1.722672462463379 (1.6984876980328694) | > amp_scaler: 128.0 (160.17877094972067) | > loss_1: 26.020565032958984 (27.89736474958877) | > grad_norm_1: tensor(744.0623, device='cuda:0') (tensor(709.5893, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8391 (0.8466483489983129) | > loader_time: 0.0092 (0.009780703532185197)  --> TIME: 2025-05-09 12:51:32 -- STEP: 587/725 -- GLOBAL_STEP: 142150 | > loss_disc: 2.2122673988342285 (2.211392497082178) | > loss_disc_real_0: 0.12078515440225601 (0.13986717610028157) | > loss_disc_real_1: 0.19594991207122803 (0.1938935018936251) | > loss_disc_real_2: 0.17025764286518097 (0.18912172200732585) | > loss_disc_real_3: 0.1914488822221756 (0.20368997635894165) | > loss_disc_real_4: 0.22017212212085724 (0.19875441588067919) | > loss_disc_real_5: 0.20907314121723175 (0.20206499792749671) | > loss_0: 2.2122673988342285 (2.211392497082178) | > grad_norm_0: tensor(31.1925, device='cuda:0') (tensor(34.9329, device='cuda:0')) | > loss_gen: 2.767120838165283 (2.7732747803351763) | > loss_kl: 1.7981891632080078 (1.743980632323829) | > loss_feat: 7.998724937438965 (8.254778448524018) | > loss_mel: 12.748641014099121 (13.449777608023386) | > loss_duration: 1.6761525869369507 (1.6981740349196093) | > amp_scaler: 128.0 (157.43781942078365) | > loss_1: 26.988828659057617 (27.919985467368118) | > grad_norm_1: tensor(1067.6743, device='cuda:0') (tensor(714.7980, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8586 (0.8466291813468607) | > loader_time: 0.0097 (0.009781179476840334)  --> TIME: 2025-05-09 12:52:15 -- STEP: 637/725 -- GLOBAL_STEP: 142200 | > loss_disc: 2.30568528175354 (2.2119167200998766) | > loss_disc_real_0: 0.12786166369915009 (0.1398310570552173) | > loss_disc_real_1: 0.18413209915161133 (0.19397418259451488) | > loss_disc_real_2: 0.1877867430448532 (0.18912325191254528) | > loss_disc_real_3: 0.2310759574174881 (0.20404428229601437) | > loss_disc_real_4: 0.20606641471385956 (0.19862856436374604) | > loss_disc_real_5: 0.21209542453289032 (0.2021818073521978) | > loss_0: 2.30568528175354 (2.2119167200998766) | > grad_norm_0: tensor(16.7204, device='cuda:0') (tensor(34.9925, device='cuda:0')) | > loss_gen: 2.626359224319458 (2.7742546139931195) | > loss_kl: 1.7845861911773682 (1.7489952908206023) | > loss_feat: 7.670853137969971 (8.259404686968217) | > loss_mel: 11.985568046569824 (13.457226349008696) | > loss_duration: 1.6698039770126343 (1.6981915463832342) | > amp_scaler: 128.0 (155.12715855573006) | > loss_1: 25.737171173095703 (27.93807244413126) | > grad_norm_1: tensor(334.6959, device='cuda:0') (tensor(714.4042, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8334 (0.8466466569825652) | > loader_time: 0.0095 (0.009814139999437557)  --> TIME: 2025-05-09 12:52:58 -- STEP: 687/725 -- GLOBAL_STEP: 142250 | > loss_disc: 2.21402645111084 (2.212758050214776) | > loss_disc_real_0: 0.3358750641345978 (0.1401731857522954) | > loss_disc_real_1: 0.17136676609516144 (0.19406527181032612) | > loss_disc_real_2: 0.1939232498407364 (0.1889926914391387) | > loss_disc_real_3: 0.1708989441394806 (0.2039498073391864) | > loss_disc_real_4: 0.18610771000385284 (0.1987253346817982) | > loss_disc_real_5: 0.17371878027915955 (0.20247933897562595) | > loss_0: 2.21402645111084 (2.212758050214776) | > grad_norm_0: tensor(97.4483, device='cuda:0') (tensor(35.1036, device='cuda:0')) | > loss_gen: 2.9910364151000977 (2.773006562062225) | > loss_kl: 1.9146798849105835 (1.7498364283701913) | > loss_feat: 8.669013977050781 (8.251849747814639) | > loss_mel: 14.19558334350586 (13.451423851857188) | > loss_duration: 1.7074476480484009 (1.6982538174333537) | > amp_scaler: 128.0 (153.15283842794767) | > loss_1: 29.477760314941406 (27.92437035617522) | > grad_norm_1: tensor(742.3000, device='cuda:0') (tensor(716.9248, device='cuda:0')) | > current_lr_0: 0.00019672687298653317 | > current_lr_1: 0.00019672687298653317 | > step_time: 0.8497 (0.8460781077977695) | > loader_time: 0.0102 (0.009825082498519874)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3654122352600098 (2.3654122352600098) | > loss_disc_real_0: 0.10605630278587341 (0.10605630278587341) | > loss_disc_real_1: 0.15867990255355835 (0.15867990255355835) | > loss_disc_real_2: 0.19420185685157776 (0.19420185685157776) | > loss_disc_real_3: 0.20781804621219635 (0.20781804621219635) | > loss_disc_real_4: 0.22168922424316406 (0.22168922424316406) | > loss_disc_real_5: 0.21378448605537415 (0.21378448605537415) | > loss_0: 2.3654122352600098 (2.3654122352600098) | > loss_gen: 2.2833571434020996 (2.2833571434020996) | > loss_kl: 1.790351152420044 (1.790351152420044) | > loss_feat: 7.560616493225098 (7.560616493225098) | > loss_mel: 13.606988906860352 (13.606988906860352) | > loss_duration: 1.6884524822235107 (1.6884524822235107) | > loss_1: 26.929765701293945 (26.929765701293945)  --> STEP: 1 | > loss_disc: 2.3532705307006836 (2.3532705307006836) | > loss_disc_real_0: 0.10106522589921951 (0.10106522589921951) | > loss_disc_real_1: 0.17742721736431122 (0.17742721736431122) | > loss_disc_real_2: 0.20311714708805084 (0.20311714708805084) | > loss_disc_real_3: 0.17936891317367554 (0.17936891317367554) | > loss_disc_real_4: 0.2095043957233429 (0.2095043957233429) | > loss_disc_real_5: 0.24041175842285156 (0.24041175842285156) | > loss_0: 2.3532705307006836 (2.3532705307006836) | > loss_gen: 2.342585563659668 (2.342585563659668) | > loss_kl: 1.927760362625122 (1.927760362625122) | > loss_feat: 7.797039985656738 (7.797039985656738) | > loss_mel: 14.922768592834473 (14.922768592834473) | > loss_duration: 1.7580987215042114 (1.7580987215042114) | > loss_1: 28.748252868652344 (28.748252868652344)  --> STEP: 2 | > loss_disc: 2.3576676845550537 (2.3554691076278687) | > loss_disc_real_0: 0.11553391069173813 (0.10829956829547882) | > loss_disc_real_1: 0.15306024253368378 (0.1652437299489975) | > loss_disc_real_2: 0.18658287823200226 (0.19485001266002655) | > loss_disc_real_3: 0.19589747488498688 (0.1876331940293312) | > loss_disc_real_4: 0.2173316329717636 (0.21341801434755325) | > loss_disc_real_5: 0.22565792500972748 (0.23303484171628952) | > loss_0: 2.3576676845550537 (2.3554691076278687) | > loss_gen: 2.276503562927246 (2.309544563293457) | > loss_kl: 1.6907916069030762 (1.8092759847640991) | > loss_feat: 7.369096755981445 (7.583068370819092) | > loss_mel: 13.5333251953125 (14.228046894073486) | > loss_duration: 1.8406085968017578 (1.7993536591529846) | > loss_1: 26.710325241088867 (27.729289054870605)  --> STEP: 3 | > loss_disc: 2.438725233078003 (2.38322114944458) | > loss_disc_real_0: 0.11636220663785934 (0.11098711440960567) | > loss_disc_real_1: 0.16550707817077637 (0.16533151268959045) | > loss_disc_real_2: 0.2018546462059021 (0.19718489050865173) | > loss_disc_real_3: 0.2049606293439865 (0.19340900580088297) | > loss_disc_real_4: 0.22525489330291748 (0.217363640666008) | > loss_disc_real_5: 0.20750853419303894 (0.22452607254187265) | > loss_0: 2.438725233078003 (2.38322114944458) | > loss_gen: 2.2283971309661865 (2.2824954191843667) | > loss_kl: 2.04704213142395 (1.8885313669840496) | > loss_feat: 7.195120811462402 (7.453752517700195) | > loss_mel: 12.932694435119629 (13.796262741088867) | > loss_duration: 1.8053336143493652 (1.801346977551778) | > loss_1: 26.208589553833008 (27.222389221191406)  --> STEP: 4 | > loss_disc: 2.3119754791259766 (2.365409731864929) | > loss_disc_real_0: 0.10756333917379379 (0.1101311706006527) | > loss_disc_real_1: 0.14882077276706696 (0.16120382770895958) | > loss_disc_real_2: 0.1968529373407364 (0.1971019022166729) | > loss_disc_real_3: 0.17847681045532227 (0.1896759569644928) | > loss_disc_real_4: 0.20203903317451477 (0.2135324887931347) | > loss_disc_real_5: 0.20502348244190216 (0.21965042501688004) | > loss_0: 2.3119754791259766 (2.365409731864929) | > loss_gen: 2.2767152786254883 (2.281050384044647) | > loss_kl: 1.8657233715057373 (1.8828293681144714) | > loss_feat: 7.651182174682617 (7.503109931945801) | > loss_mel: 14.477970123291016 (13.966689586639404) | > loss_duration: 1.7436226606369019 (1.786915898323059) | > loss_1: 28.015213012695312 (27.420595169067383) --> EVAL PERFORMANCE | > avg_loader_time: 0.28083980083465576 (-0.000586092472076416) | > avg_loss_disc: 2.365409731864929 (+0.25876671075820923) | > avg_loss_disc_real_0: 0.1101311706006527 (-0.018557528033852577) | > avg_loss_disc_real_1: 0.16120382770895958 (+0.009250883013010025) | > avg_loss_disc_real_2: 0.1971019022166729 (+0.003812205046415329) | > avg_loss_disc_real_3: 0.1896759569644928 (+0.007788956165313721) | > avg_loss_disc_real_4: 0.2135324887931347 (-0.018081385642290115) | > avg_loss_disc_real_5: 0.21965042501688004 (+0.008030921220779419) | > avg_loss_0: 2.365409731864929 (+0.25876671075820923) | > avg_loss_gen: 2.281050384044647 (-0.5537094473838806) | > avg_loss_kl: 1.8828293681144714 (-0.08661666512489319) | > avg_loss_feat: 7.503109931945801 (-1.1109403371810913) | > avg_loss_mel: 13.966689586639404 (+0.2144012451171875) | > avg_loss_duration: 1.786915898323059 (+0.028498202562332153) | > avg_loss_1: 27.420595169067383 (-1.5083661079406738)  > EPOCH: 133/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 12:53:37)   --> TIME: 2025-05-09 12:53:49 -- STEP: 12/725 -- GLOBAL_STEP: 142300 | > loss_disc: 2.247889995574951 (2.2232261896133423) | > loss_disc_real_0: 0.1465393304824829 (0.14557680115103722) | > loss_disc_real_1: 0.18609416484832764 (0.1993356036643187) | > loss_disc_real_2: 0.2104293704032898 (0.18829924364884695) | > loss_disc_real_3: 0.22383001446723938 (0.2044448765615622) | > loss_disc_real_4: 0.19066740572452545 (0.19793072839577994) | > loss_disc_real_5: 0.1922968477010727 (0.20655216773351034) | > loss_0: 2.247889995574951 (2.2232261896133423) | > grad_norm_0: tensor(27.7440, device='cuda:0') (tensor(31.8034, device='cuda:0')) | > loss_gen: 2.5958306789398193 (2.718234598636627) | > loss_kl: 1.835328459739685 (1.725056807200114) | > loss_feat: 7.610961437225342 (7.92797593275706) | > loss_mel: 13.27734088897705 (13.360642035802206) | > loss_duration: 1.7253271341323853 (1.696926196416219) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.044788360595703 (27.42883555094401) | > grad_norm_1: tensor(102.2006, device='cuda:0') (tensor(556.0778, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8408 (0.8291806578636169) | > loader_time: 0.0112 (0.010908842086791992)  --> TIME: 2025-05-09 12:54:33 -- STEP: 62/725 -- GLOBAL_STEP: 142350 | > loss_disc: 2.33677339553833 (2.2060886121565306) | > loss_disc_real_0: 0.13401922583580017 (0.13780286607723083) | > loss_disc_real_1: 0.21818530559539795 (0.19399924359975323) | > loss_disc_real_2: 0.20305511355400085 (0.18644927994858834) | > loss_disc_real_3: 0.1894931197166443 (0.20390732490247296) | > loss_disc_real_4: 0.2157483845949173 (0.19711592240679648) | > loss_disc_real_5: 0.20195238292217255 (0.20531483619443833) | > loss_0: 2.33677339553833 (2.2060886121565306) | > grad_norm_0: tensor(20.7904, device='cuda:0') (tensor(33.0785, device='cuda:0')) | > loss_gen: 2.501030445098877 (2.759554816830543) | > loss_kl: 1.7102247476577759 (1.764607589091024) | > loss_feat: 7.45134973526001 (8.19869679789389) | > loss_mel: 13.066326141357422 (13.48139387561429) | > loss_duration: 1.7419484853744507 (1.691155037572307) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.47088050842285 (27.895408261206843) | > grad_norm_1: tensor(126.3572, device='cuda:0') (tensor(695.2843, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8591 (0.8474910336156045) | > loader_time: 0.0097 (0.01034856996228618)  --> TIME: 2025-05-09 12:55:16 -- STEP: 112/725 -- GLOBAL_STEP: 142400 | > loss_disc: 2.0977392196655273 (2.203480081898826) | > loss_disc_real_0: 0.15154016017913818 (0.13786254809903242) | > loss_disc_real_1: 0.16084258258342743 (0.19296330107109888) | > loss_disc_real_2: 0.18398192524909973 (0.1874420680105686) | > loss_disc_real_3: 0.19876553118228912 (0.20384208897926978) | > loss_disc_real_4: 0.19255132973194122 (0.19664230503674068) | > loss_disc_real_5: 0.2225857973098755 (0.2043525672384671) | > loss_0: 2.0977392196655273 (2.203480081898826) | > grad_norm_0: tensor(82.0408, device='cuda:0') (tensor(35.1469, device='cuda:0')) | > loss_gen: 2.95401668548584 (2.776940705520766) | > loss_kl: 1.9128406047821045 (1.767312048801354) | > loss_feat: 9.079479217529297 (8.27607612524714) | > loss_mel: 14.095181465148926 (13.541145929268428) | > loss_duration: 1.7013306617736816 (1.6950618550181389) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.742849349975586 (28.056536878858292) | > grad_norm_1: tensor(848.4965, device='cuda:0') (tensor(705.7409, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8133 (0.8486907269273486) | > loader_time: 0.01 (0.010140870298658098)  --> TIME: 2025-05-09 12:55:59 -- STEP: 162/725 -- GLOBAL_STEP: 142450 | > loss_disc: 2.221621513366699 (2.2027740243040483) | > loss_disc_real_0: 0.092198446393013 (0.13794939054383168) | > loss_disc_real_1: 0.1506802886724472 (0.192538573694082) | > loss_disc_real_2: 0.18012143671512604 (0.18761200255449903) | > loss_disc_real_3: 0.19075137376785278 (0.2035244894616398) | > loss_disc_real_4: 0.2254640907049179 (0.19690887979519214) | > loss_disc_real_5: 0.20474083721637726 (0.2037944518673567) | > loss_0: 2.221621513366699 (2.2027740243040483) | > grad_norm_0: tensor(15.6103, device='cuda:0') (tensor(34.5525, device='cuda:0')) | > loss_gen: 2.8816378116607666 (2.7732161312927426) | > loss_kl: 1.7595903873443604 (1.7543694075242973) | > loss_feat: 8.940579414367676 (8.265962159192123) | > loss_mel: 14.073426246643066 (13.454877305913854) | > loss_duration: 1.6681385040283203 (1.6950980505825561) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.32337188720703 (27.94352314795977) | > grad_norm_1: tensor(641.6742, device='cuda:0') (tensor(716.2465, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8464 (0.8469150360719654) | > loader_time: 0.0094 (0.010020388497246636)  --> TIME: 2025-05-09 12:56:42 -- STEP: 212/725 -- GLOBAL_STEP: 142500 | > loss_disc: 2.089381694793701 (2.2118011982935792) | > loss_disc_real_0: 0.10567888617515564 (0.1392677988997608) | > loss_disc_real_1: 0.18621954321861267 (0.19353099975664664) | > loss_disc_real_2: 0.18235012888908386 (0.18887604632467594) | > loss_disc_real_3: 0.16220925748348236 (0.204173448653716) | > loss_disc_real_4: 0.1804318130016327 (0.19803683269979813) | > loss_disc_real_5: 0.16581828892230988 (0.2033289983025137) | > loss_0: 2.089381694793701 (2.2118011982935792) | > grad_norm_0: tensor(16.9619, device='cuda:0') (tensor(33.7206, device='cuda:0')) | > loss_gen: 2.7881252765655518 (2.761421529751904) | > loss_kl: 1.6697460412979126 (1.7478214344888363) | > loss_feat: 8.877793312072754 (8.205926425052132) | > loss_mel: 13.774327278137207 (13.355150609646204) | > loss_duration: 1.685940146446228 (1.6955291415160556) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.79593276977539 (27.76584921243056) | > grad_norm_1: tensor(877.9934, device='cuda:0') (tensor(707.0175, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.856 (0.8478527586415127) | > loader_time: 0.0097 (0.010029423911616488)  --> TIME: 2025-05-09 12:57:25 -- STEP: 262/725 -- GLOBAL_STEP: 142550 | > loss_disc: 2.1415185928344727 (2.212146572939314) | > loss_disc_real_0: 0.11599872261285782 (0.14006253732866003) | > loss_disc_real_1: 0.20583240687847137 (0.19378595065524562) | > loss_disc_real_2: 0.18388032913208008 (0.18854939044659375) | > loss_disc_real_3: 0.21186791360378265 (0.20462956700388715) | > loss_disc_real_4: 0.18919812142848969 (0.19808234007076447) | > loss_disc_real_5: 0.2600191831588745 (0.20421493366246915) | > loss_0: 2.1415185928344727 (2.212146572939314) | > grad_norm_0: tensor(31.1269, device='cuda:0') (tensor(33.3991, device='cuda:0')) | > loss_gen: 2.8465709686279297 (2.767939677675262) | > loss_kl: 1.7526335716247559 (1.7441114150840817) | > loss_feat: 8.581392288208008 (8.225791743693462) | > loss_mel: 14.527643203735352 (13.35530501285582) | > loss_duration: 1.6719410419464111 (1.6968092367849277) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.38018226623535 (27.789957162988095) | > grad_norm_1: tensor(1026.7891, device='cuda:0') (tensor(700.7172, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.879 (0.8470406177389711) | > loader_time: 0.0099 (0.010010287051892462)  --> TIME: 2025-05-09 12:58:08 -- STEP: 312/725 -- GLOBAL_STEP: 142600 | > loss_disc: 2.2107205390930176 (2.2107158486659726) | > loss_disc_real_0: 0.09726782143115997 (0.1398180950409136) | > loss_disc_real_1: 0.1821063756942749 (0.1936345542661654) | > loss_disc_real_2: 0.17663279175758362 (0.1889281572344211) | > loss_disc_real_3: 0.19908027350902557 (0.20469645520624452) | > loss_disc_real_4: 0.1942168027162552 (0.19802813442089612) | > loss_disc_real_5: 0.1981736421585083 (0.2032015898193303) | > loss_0: 2.2107205390930176 (2.2107158486659726) | > grad_norm_0: tensor(29.3522, device='cuda:0') (tensor(33.6136, device='cuda:0')) | > loss_gen: 2.6814143657684326 (2.7726844747861223) | > loss_kl: 1.635000228881836 (1.7398927826911976) | > loss_feat: 8.473639488220215 (8.240910227482134) | > loss_mel: 13.209134101867676 (13.34438482308999) | > loss_duration: 1.7056535482406616 (1.6960745469117775) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.70484161376953 (27.79394691418379) | > grad_norm_1: tensor(760.7460, device='cuda:0') (tensor(702.6458, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8433 (0.847043844369742) | > loader_time: 0.0094 (0.009978056718141603)  --> TIME: 2025-05-09 12:58:51 -- STEP: 362/725 -- GLOBAL_STEP: 142650 | > loss_disc: 2.062047004699707 (2.2123994609927613) | > loss_disc_real_0: 0.15712350606918335 (0.1399536151438952) | > loss_disc_real_1: 0.217435821890831 (0.19417988484241683) | > loss_disc_real_2: 0.20368100702762604 (0.18953981752718344) | > loss_disc_real_3: 0.18638676404953003 (0.20470765846374953) | > loss_disc_real_4: 0.179922416806221 (0.19831204513159897) | > loss_disc_real_5: 0.19174738228321075 (0.20322101291536615) | > loss_0: 2.062047004699707 (2.2123994609927613) | > grad_norm_0: tensor(45.3598, device='cuda:0') (tensor(33.3155, device='cuda:0')) | > loss_gen: 3.2236247062683105 (2.7727967296516036) | > loss_kl: 1.905199408531189 (1.7382590556671607) | > loss_feat: 10.134744644165039 (8.250300871074526) | > loss_mel: 15.4933443069458 (13.360079949731984) | > loss_duration: 1.649955153465271 (1.6954079570032614) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.40686798095703 (27.816844618781495) | > grad_norm_1: tensor(872.7388, device='cuda:0') (tensor(705.7357, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8311 (0.84791205601139) | > loader_time: 0.0095 (0.009965412524523655)  --> TIME: 2025-05-09 12:59:34 -- STEP: 412/725 -- GLOBAL_STEP: 142700 | > loss_disc: 2.105290174484253 (2.2132385714540206) | > loss_disc_real_0: 0.09179391711950302 (0.13975134727915806) | > loss_disc_real_1: 0.21096006035804749 (0.19452253660386046) | > loss_disc_real_2: 0.21939903497695923 (0.19010386409834742) | > loss_disc_real_3: 0.1689012348651886 (0.20467705279588705) | > loss_disc_real_4: 0.2090407907962799 (0.1981747758041307) | > loss_disc_real_5: 0.1887277215719223 (0.20313138474972492) | > loss_0: 2.105290174484253 (2.2132385714540206) | > grad_norm_0: tensor(21.9480, device='cuda:0') (tensor(33.3163, device='cuda:0')) | > loss_gen: 2.8497250080108643 (2.7716692680294073) | > loss_kl: 1.6021032333374023 (1.7378865515144126) | > loss_feat: 8.685946464538574 (8.237207205550172) | > loss_mel: 13.534480094909668 (13.357885147761372) | > loss_duration: 1.6937732696533203 (1.6963589061232447) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.36602783203125 (27.801007081004023) | > grad_norm_1: tensor(615.6539, device='cuda:0') (tensor(703.0552, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8447 (0.8477870162250929) | > loader_time: 0.0098 (0.009933306754214083)  --> TIME: 2025-05-09 13:00:17 -- STEP: 462/725 -- GLOBAL_STEP: 142750 | > loss_disc: 2.1421542167663574 (2.2121705817969817) | > loss_disc_real_0: 0.14492221176624298 (0.13920333583988417) | > loss_disc_real_1: 0.1845066398382187 (0.19442022285420138) | > loss_disc_real_2: 0.18792282044887543 (0.19018365581443294) | > loss_disc_real_3: 0.2526005506515503 (0.2046869320077298) | > loss_disc_real_4: 0.20197351276874542 (0.19806714643002582) | > loss_disc_real_5: 0.21488897502422333 (0.20277357224004083) | > loss_0: 2.1421542167663574 (2.2121705817969817) | > grad_norm_0: tensor(46.7429, device='cuda:0') (tensor(33.3550, device='cuda:0')) | > loss_gen: 2.9383397102355957 (2.771938835387622) | > loss_kl: 1.5475465059280396 (1.7354605306278577) | > loss_feat: 9.138113975524902 (8.234634610997634) | > loss_mel: 13.813750267028809 (13.358117008622074) | > loss_duration: 1.7345060110092163 (1.696570513826428) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.172256469726562 (27.79672150797658) | > grad_norm_1: tensor(973.3567, device='cuda:0') (tensor(707.1664, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.7922 (0.8474180290709329) | > loader_time: 0.0096 (0.009907586233956465)  --> TIME: 2025-05-09 13:01:01 -- STEP: 512/725 -- GLOBAL_STEP: 142800 | > loss_disc: 2.1319453716278076 (2.2112374543212328) | > loss_disc_real_0: 0.12403872609138489 (0.13891318847163353) | > loss_disc_real_1: 0.18869401514530182 (0.19434239028487352) | > loss_disc_real_2: 0.17550423741340637 (0.18999148806324223) | > loss_disc_real_3: 0.1896180510520935 (0.20450082194292923) | > loss_disc_real_4: 0.18251784145832062 (0.19809145614271978) | > loss_disc_real_5: 0.20167921483516693 (0.2027893540216609) | > loss_0: 2.1319453716278076 (2.2112374543212328) | > grad_norm_0: tensor(35.2506, device='cuda:0') (tensor(33.5767, device='cuda:0')) | > loss_gen: 2.8405864238739014 (2.771221160888672) | > loss_kl: 1.830893635749817 (1.7344120510388166) | > loss_feat: 8.098186492919922 (8.232334617525328) | > loss_mel: 12.933181762695312 (13.355973845347762) | > loss_duration: 1.6598646640777588 (1.696932655526325) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.362712860107422 (27.79087434336543) | > grad_norm_1: tensor(683.5698, device='cuda:0') (tensor(708.4960, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8593 (0.8477606703527274) | > loader_time: 0.0095 (0.009937589988112443)  --> TIME: 2025-05-09 13:01:44 -- STEP: 562/725 -- GLOBAL_STEP: 142850 | > loss_disc: 2.084260940551758 (2.210532350684398) | > loss_disc_real_0: 0.12498845160007477 (0.13895819050481947) | > loss_disc_real_1: 0.1965281069278717 (0.1944430986439206) | > loss_disc_real_2: 0.18047112226486206 (0.18990373184566395) | > loss_disc_real_3: 0.17991313338279724 (0.20442901557026388) | > loss_disc_real_4: 0.19212853908538818 (0.1980482919466452) | > loss_disc_real_5: 0.1910419464111328 (0.20249839925150845) | > loss_0: 2.084260940551758 (2.210532350684398) | > grad_norm_0: tensor(32.0343, device='cuda:0') (tensor(33.8572, device='cuda:0')) | > loss_gen: 2.9300031661987305 (2.7744533468395782) | > loss_kl: 1.8266665935516357 (1.7370359044906503) | > loss_feat: 8.45834732055664 (8.244133247599477) | > loss_mel: 12.578603744506836 (13.373516479845149) | > loss_duration: 1.6645492315292358 (1.6964285833979842) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.45816993713379 (27.825567571293842) | > grad_norm_1: tensor(787.8064, device='cuda:0') (tensor(713.6418, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8881 (0.8480478206987483) | > loader_time: 0.0096 (0.009940301396244357)  --> TIME: 2025-05-09 13:02:28 -- STEP: 612/725 -- GLOBAL_STEP: 142900 | > loss_disc: 2.3398537635803223 (2.2100267287562856) | > loss_disc_real_0: 0.1177259013056755 (0.138421386766424) | > loss_disc_real_1: 0.18895861506462097 (0.19454900306813855) | > loss_disc_real_2: 0.21435990929603577 (0.1899058223014174) | > loss_disc_real_3: 0.2083612084388733 (0.20447782560988192) | > loss_disc_real_4: 0.21359986066818237 (0.19813743859432092) | > loss_disc_real_5: 0.19797086715698242 (0.20239423086343236) | > loss_0: 2.3398537635803223 (2.2100267287562856) | > grad_norm_0: tensor(23.2517, device='cuda:0') (tensor(33.8548, device='cuda:0')) | > loss_gen: 2.5267629623413086 (2.775159295088324) | > loss_kl: 1.7891604900360107 (1.7354897991114968) | > loss_feat: 7.4131083488464355 (8.253258774483118) | > loss_mel: 13.218595504760742 (13.393201316883362) | > loss_duration: 1.6343393325805664 (1.6956835677421178) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.581966400146484 (27.852792742984736) | > grad_norm_1: tensor(183.6232, device='cuda:0') (tensor(719.6115, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.8072 (0.8489147642858668) | > loader_time: 0.0087 (0.00992787273880703)  --> TIME: 2025-05-09 13:03:10 -- STEP: 662/725 -- GLOBAL_STEP: 142950 | > loss_disc: 2.157590866088867 (2.20729181737698) | > loss_disc_real_0: 0.10336341708898544 (0.13800564125247775) | > loss_disc_real_1: 0.19252975285053253 (0.19438745058915405) | > loss_disc_real_2: 0.2179120033979416 (0.18976475604531276) | > loss_disc_real_3: 0.18632298707962036 (0.20428425886209647) | > loss_disc_real_4: 0.1853119283914566 (0.19794352933359285) | > loss_disc_real_5: 0.14235660433769226 (0.20202157767967857) | > loss_0: 2.157590866088867 (2.20729181737698) | > grad_norm_0: tensor(23.7230, device='cuda:0') (tensor(34.0477, device='cuda:0')) | > loss_gen: 2.756732702255249 (2.77932507862137) | > loss_kl: 1.8015044927597046 (1.7352689962012526) | > loss_feat: 8.593310356140137 (8.265648233926536) | > loss_mel: 12.408979415893555 (13.400671358194955) | > loss_duration: 1.6985523700714111 (1.6957558897686875) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.25908088684082 (27.876669546628637) | > grad_norm_1: tensor(886.5799, device='cuda:0') (tensor(721.8461, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.866 (0.8482619055808491) | > loader_time: 0.0101 (0.009922386656354924)  --> TIME: 2025-05-09 13:03:53 -- STEP: 712/725 -- GLOBAL_STEP: 143000 | > loss_disc: 2.0696663856506348 (2.208764306949764) | > loss_disc_real_0: 0.16307130455970764 (0.13845701391672655) | > loss_disc_real_1: 0.20092210173606873 (0.19430798070316904) | > loss_disc_real_2: 0.181471586227417 (0.18966105959137505) | > loss_disc_real_3: 0.2351171374320984 (0.20455892019894695) | > loss_disc_real_4: 0.1689545065164566 (0.19797901784101224) | > loss_disc_real_5: 0.19648617506027222 (0.2025128586447974) | > loss_0: 2.0696663856506348 (2.208764306949764) | > grad_norm_0: tensor(44.6873, device='cuda:0') (tensor(34.2220, device='cuda:0')) | > loss_gen: 3.0379579067230225 (2.7788767948579234) | > loss_kl: 1.8098957538604736 (1.7353938888297988) | > loss_feat: 9.573287010192871 (8.268008096834237) | > loss_mel: 14.291638374328613 (13.410798375526172) | > loss_duration: 1.709547996520996 (1.6949877730581204) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.422325134277344 (27.888064917553667) | > grad_norm_1: tensor(902.0803, device='cuda:0') (tensor(725.8303, device='cuda:0')) | > current_lr_0: 0.00019670228212740986 | > current_lr_1: 0.00019670228212740986 | > step_time: 0.818 (0.8481129310773999) | > loader_time: 0.0097 (0.009925581431120973) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_143000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1900651454925537 (2.1900651454925537) | > loss_disc_real_0: 0.13637787103652954 (0.13637787103652954) | > loss_disc_real_1: 0.15827693045139313 (0.15827693045139313) | > loss_disc_real_2: 0.1561623364686966 (0.1561623364686966) | > loss_disc_real_3: 0.20407259464263916 (0.20407259464263916) | > loss_disc_real_4: 0.2603311836719513 (0.2603311836719513) | > loss_disc_real_5: 0.24300616979599 (0.24300616979599) | > loss_0: 2.1900651454925537 (2.1900651454925537) | > loss_gen: 2.730330467224121 (2.730330467224121) | > loss_kl: 2.154696226119995 (2.154696226119995) | > loss_feat: 8.273782730102539 (8.273782730102539) | > loss_mel: 14.362168312072754 (14.362168312072754) | > loss_duration: 1.6843688488006592 (1.6843688488006592) | > loss_1: 29.205345153808594 (29.205345153808594)  --> STEP: 1 | > loss_disc: 2.3009438514709473 (2.3009438514709473) | > loss_disc_real_0: 0.13688424229621887 (0.13688424229621887) | > loss_disc_real_1: 0.17147600650787354 (0.17147600650787354) | > loss_disc_real_2: 0.15446442365646362 (0.15446442365646362) | > loss_disc_real_3: 0.22423884272575378 (0.22423884272575378) | > loss_disc_real_4: 0.22484423220157623 (0.22484423220157623) | > loss_disc_real_5: 0.2209400087594986 (0.2209400087594986) | > loss_0: 2.3009438514709473 (2.3009438514709473) | > loss_gen: 2.525564670562744 (2.525564670562744) | > loss_kl: 1.9202066659927368 (1.9202066659927368) | > loss_feat: 6.576265335083008 (6.576265335083008) | > loss_mel: 11.861802101135254 (11.861802101135254) | > loss_duration: 1.788057804107666 (1.788057804107666) | > loss_1: 24.67189598083496 (24.67189598083496)  --> STEP: 2 | > loss_disc: 2.1669044494628906 (2.233924150466919) | > loss_disc_real_0: 0.14677530527114868 (0.14182977378368378) | > loss_disc_real_1: 0.17441251873970032 (0.17294426262378693) | > loss_disc_real_2: 0.15179096162319183 (0.15312769263982773) | > loss_disc_real_3: 0.21065449714660645 (0.21744666993618011) | > loss_disc_real_4: 0.2267703115940094 (0.22580727189779282) | > loss_disc_real_5: 0.22130756080150604 (0.22112378478050232) | > loss_0: 2.1669044494628906 (2.233924150466919) | > loss_gen: 2.763213634490967 (2.6443891525268555) | > loss_kl: 2.034423589706421 (1.9773151278495789) | > loss_feat: 8.351223945617676 (7.463744640350342) | > loss_mel: 14.20648193359375 (13.034142017364502) | > loss_duration: 1.8474704027175903 (1.8177641034126282) | > loss_1: 29.20281410217285 (26.937355041503906)  --> STEP: 3 | > loss_disc: 2.2839555740356445 (2.250601291656494) | > loss_disc_real_0: 0.15064562857151031 (0.14476839204629263) | > loss_disc_real_1: 0.17292273044586182 (0.17293708523114523) | > loss_disc_real_2: 0.15320466458797455 (0.15315334995587668) | > loss_disc_real_3: 0.22271513938903809 (0.2192028264204661) | > loss_disc_real_4: 0.24492691457271576 (0.23218048612276712) | > loss_disc_real_5: 0.23783735930919647 (0.22669497629006705) | > loss_0: 2.2839555740356445 (2.250601291656494) | > loss_gen: 2.7030794620513916 (2.663952589035034) | > loss_kl: 2.072669506072998 (2.0090999205907187) | > loss_feat: 7.857642650604248 (7.595043977101644) | > loss_mel: 13.181735038757324 (13.08333969116211) | > loss_duration: 1.7997503280639648 (1.8117595116297405) | > loss_1: 27.61487579345703 (27.16319529215495)  --> STEP: 4 | > loss_disc: 2.372649908065796 (2.2811134457588196) | > loss_disc_real_0: 0.15790921449661255 (0.1480535976588726) | > loss_disc_real_1: 0.17905861139297485 (0.17446746677160263) | > loss_disc_real_2: 0.1702365130186081 (0.15742414072155952) | > loss_disc_real_3: 0.23218348622322083 (0.22244799137115479) | > loss_disc_real_4: 0.25613903999328613 (0.23817012459039688) | > loss_disc_real_5: 0.236037015914917 (0.22903048619627953) | > loss_0: 2.372649908065796 (2.2811134457588196) | > loss_gen: 2.5613210201263428 (2.6382946968078613) | > loss_kl: 1.9822190999984741 (2.0023797154426575) | > loss_feat: 6.959207057952881 (7.436084747314453) | > loss_mel: 10.97848892211914 (12.557126998901367) | > loss_duration: 1.726853370666504 (1.7905329763889313) | > loss_1: 24.208087921142578 (26.424418449401855) --> EVAL PERFORMANCE | > avg_loader_time: 0.281968891620636 (+0.0011290907859802246) | > avg_loss_disc: 2.2811134457588196 (-0.08429628610610962) | > avg_loss_disc_real_0: 0.1480535976588726 (+0.03792242705821991) | > avg_loss_disc_real_1: 0.17446746677160263 (+0.013263639062643051) | > avg_loss_disc_real_2: 0.15742414072155952 (-0.03967776149511337) | > avg_loss_disc_real_3: 0.22244799137115479 (+0.03277203440666199) | > avg_loss_disc_real_4: 0.23817012459039688 (+0.024637635797262192) | > avg_loss_disc_real_5: 0.22903048619627953 (+0.00938006117939949) | > avg_loss_0: 2.2811134457588196 (-0.08429628610610962) | > avg_loss_gen: 2.6382946968078613 (+0.3572443127632141) | > avg_loss_kl: 2.0023797154426575 (+0.11955034732818604) | > avg_loss_feat: 7.436084747314453 (-0.06702518463134766) | > avg_loss_mel: 12.557126998901367 (-1.409562587738037) | > avg_loss_duration: 1.7905329763889313 (+0.0036170780658721924) | > avg_loss_1: 26.424418449401855 (-0.9961767196655273) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_143013.pth  > EPOCH: 134/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 13:04:15)   --> TIME: 2025-05-09 13:04:49 -- STEP: 37/725 -- GLOBAL_STEP: 143050 | > loss_disc: 2.1843395233154297 (2.2082851319699675) | > loss_disc_real_0: 0.14268122613430023 (0.13430381566286081) | > loss_disc_real_1: 0.16501419246196747 (0.19411647964168238) | > loss_disc_real_2: 0.18242020905017853 (0.18805599212646484) | > loss_disc_real_3: 0.18427890539169312 (0.20629130706593796) | > loss_disc_real_4: 0.2037816345691681 (0.19677239857815407) | > loss_disc_real_5: 0.22245627641677856 (0.2058387479266605) | > loss_0: 2.1843395233154297 (2.2082851319699675) | > grad_norm_0: tensor(29.3056, device='cuda:0') (tensor(34.6597, device='cuda:0')) | > loss_gen: 2.9141201972961426 (2.817626431181624) | > loss_kl: 1.6641430854797363 (1.7751158572532035) | > loss_feat: 8.462255477905273 (8.43594975084872) | > loss_mel: 13.136515617370605 (13.737337473276499) | > loss_duration: 1.6961764097213745 (1.6986009462459668) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.87320899963379 (28.464630487802868) | > grad_norm_1: tensor(871.8301, device='cuda:0') (tensor(820.5491, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8383 (0.8483272049878094) | > loader_time: 0.0102 (0.009918354653023384)  --> TIME: 2025-05-09 13:05:32 -- STEP: 87/725 -- GLOBAL_STEP: 143100 | > loss_disc: 2.1533946990966797 (2.21344347383784) | > loss_disc_real_0: 0.14440076053142548 (0.1358265515374041) | > loss_disc_real_1: 0.17946535348892212 (0.1952828069527944) | > loss_disc_real_2: 0.16472309827804565 (0.1889398841337226) | > loss_disc_real_3: 0.17795298993587494 (0.20579592318370424) | > loss_disc_real_4: 0.1955074667930603 (0.1973649965620589) | > loss_disc_real_5: 0.24910758435726166 (0.20611953683968248) | > loss_0: 2.1533946990966797 (2.21344347383784) | > grad_norm_0: tensor(54.2370, device='cuda:0') (tensor(33.8503, device='cuda:0')) | > loss_gen: 2.8836863040924072 (2.7804724868686717) | > loss_kl: 1.5764750242233276 (1.7679091390522046) | > loss_feat: 8.647632598876953 (8.354380596643207) | > loss_mel: 14.722740173339844 (13.692269248523932) | > loss_duration: 1.6771414279937744 (1.7003416617711384) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.507675170898438 (28.295373236996003) | > grad_norm_1: tensor(1166.1583, device='cuda:0') (tensor(784.1213, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.81 (0.8466165449427462) | > loader_time: 0.0094 (0.009917941586724648)  --> TIME: 2025-05-09 13:06:15 -- STEP: 137/725 -- GLOBAL_STEP: 143150 | > loss_disc: 2.1530067920684814 (2.209240106770591) | > loss_disc_real_0: 0.18207651376724243 (0.13585766742046732) | > loss_disc_real_1: 0.19975915551185608 (0.19529339464476508) | > loss_disc_real_2: 0.16518302261829376 (0.18872400150246862) | > loss_disc_real_3: 0.19008047878742218 (0.20481304139116385) | > loss_disc_real_4: 0.21707454323768616 (0.19763792681432987) | > loss_disc_real_5: 0.22616876661777496 (0.20453105790771706) | > loss_0: 2.1530067920684814 (2.209240106770591) | > grad_norm_0: tensor(53.4892, device='cuda:0') (tensor(35.9771, device='cuda:0')) | > loss_gen: 3.1280362606048584 (2.79010582144243) | > loss_kl: 1.5819075107574463 (1.7497149932123448) | > loss_feat: 8.911171913146973 (8.377668624376724) | > loss_mel: 12.973515510559082 (13.640687921621504) | > loss_duration: 1.6970915794372559 (1.7007870517507957) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.291723251342773 (28.258964413273944) | > grad_norm_1: tensor(855.8313, device='cuda:0') (tensor(781.8970, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8224 (0.8475532131473513) | > loader_time: 0.0089 (0.009943808952387232)  --> TIME: 2025-05-09 13:06:58 -- STEP: 187/725 -- GLOBAL_STEP: 143200 | > loss_disc: 2.220176935195923 (2.212327567651309) | > loss_disc_real_0: 0.16548660397529602 (0.13664350682560777) | > loss_disc_real_1: 0.1525760293006897 (0.1955165104432539) | > loss_disc_real_2: 0.18734270334243774 (0.18890080118880553) | > loss_disc_real_3: 0.2157292366027832 (0.2052161895176944) | > loss_disc_real_4: 0.17846430838108063 (0.19827099112584629) | > loss_disc_real_5: 0.20379406213760376 (0.20418428968299512) | > loss_0: 2.220176935195923 (2.212327567651309) | > grad_norm_0: tensor(66.2709, device='cuda:0') (tensor(35.8901, device='cuda:0')) | > loss_gen: 2.820415735244751 (2.77913295393959) | > loss_kl: 1.726832628250122 (1.7401745536110618) | > loss_feat: 8.188186645507812 (8.31291137277124) | > loss_mel: 13.089665412902832 (13.556674457488853) | > loss_duration: 1.7094930410385132 (1.7019493994228343) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.53459358215332 (28.09084279269458) | > grad_norm_1: tensor(859.0069, device='cuda:0') (tensor(770.3265, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8419 (0.8464986398258311) | > loader_time: 0.01 (0.009932871170859925)  --> TIME: 2025-05-09 13:07:41 -- STEP: 237/725 -- GLOBAL_STEP: 143250 | > loss_disc: 2.1859395503997803 (2.2116147641894184) | > loss_disc_real_0: 0.11928556859493256 (0.13757102163154875) | > loss_disc_real_1: 0.22749119997024536 (0.19525804398935048) | > loss_disc_real_2: 0.1687813550233841 (0.18867874340417515) | > loss_disc_real_3: 0.19803839921951294 (0.20501058853628265) | > loss_disc_real_4: 0.1926221400499344 (0.19828839266853493) | > loss_disc_real_5: 0.21136817336082458 (0.20378962869634099) | > loss_0: 2.1859395503997803 (2.2116147641894184) | > grad_norm_0: tensor(36.5692, device='cuda:0') (tensor(35.8017, device='cuda:0')) | > loss_gen: 2.8262460231781006 (2.782001204631499) | > loss_kl: 1.8129156827926636 (1.746288310626388) | > loss_feat: 8.675699234008789 (8.325777399892038) | > loss_mel: 14.012688636779785 (13.562985742142434) | > loss_duration: 1.698326587677002 (1.7015952812468453) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.025876998901367 (28.1186479737487) | > grad_norm_1: tensor(846.8049, device='cuda:0') (tensor(757.3904, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8066 (0.8477300883345463) | > loader_time: 0.009 (0.009952276567869553)  --> TIME: 2025-05-09 13:08:24 -- STEP: 287/725 -- GLOBAL_STEP: 143300 | > loss_disc: 2.144528388977051 (2.213262712913938) | > loss_disc_real_0: 0.11913420259952545 (0.13831399318856236) | > loss_disc_real_1: 0.186839297413826 (0.1953712104712629) | > loss_disc_real_2: 0.18762065470218658 (0.18893827529111396) | > loss_disc_real_3: 0.15287430584430695 (0.20461335617283086) | > loss_disc_real_4: 0.17124570906162262 (0.19849446010921884) | > loss_disc_real_5: 0.21307465434074402 (0.20380872835888672) | > loss_0: 2.144528388977051 (2.213262712913938) | > grad_norm_0: tensor(40.0863, device='cuda:0') (tensor(36.3335, device='cuda:0')) | > loss_gen: 2.8096418380737305 (2.777205796191916) | > loss_kl: 1.6734857559204102 (1.7403561038838031) | > loss_feat: 8.64863109588623 (8.27970890550248) | > loss_mel: 14.255483627319336 (13.512295656503289) | > loss_duration: 1.6986600160598755 (1.7017297416613908) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.085901260375977 (28.011296195850974) | > grad_norm_1: tensor(901.9882, device='cuda:0') (tensor(756.2471, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8122 (0.8466774013399662) | > loader_time: 0.0105 (0.010059594277305474)  --> TIME: 2025-05-09 13:09:07 -- STEP: 337/725 -- GLOBAL_STEP: 143350 | > loss_disc: 2.0061771869659424 (2.2125539107563212) | > loss_disc_real_0: 0.08638601005077362 (0.13802648660690922) | > loss_disc_real_1: 0.16026906669139862 (0.195223192123348) | > loss_disc_real_2: 0.16326166689395905 (0.188743666389222) | > loss_disc_real_3: 0.19089652597904205 (0.20474268509301666) | > loss_disc_real_4: 0.201381653547287 (0.19845187442946496) | > loss_disc_real_5: 0.1971149742603302 (0.2038105953075765) | > loss_0: 2.0061771869659424 (2.2125539107563212) | > grad_norm_0: tensor(28.0967, device='cuda:0') (tensor(36.0950, device='cuda:0')) | > loss_gen: 3.038933277130127 (2.7756656708986194) | > loss_kl: 1.5022714138031006 (1.738430655320957) | > loss_feat: 10.171764373779297 (8.250484704263837) | > loss_mel: 15.196666717529297 (13.435305929325455) | > loss_duration: 1.676632046699524 (1.700621964669723) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.586267471313477 (27.90050893155333) | > grad_norm_1: tensor(1012.9083, device='cuda:0') (tensor(755.3461, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8708 (0.8464049507673134) | > loader_time: 0.01 (0.009983345733552024)  --> TIME: 2025-05-09 13:09:50 -- STEP: 387/725 -- GLOBAL_STEP: 143400 | > loss_disc: 2.2570197582244873 (2.2112338271867995) | > loss_disc_real_0: 0.12835370004177094 (0.1371495305375228) | > loss_disc_real_1: 0.2011691778898239 (0.19491839890178167) | > loss_disc_real_2: 0.19960302114486694 (0.18861831416609368) | > loss_disc_real_3: 0.20435412228107452 (0.20475966092536008) | > loss_disc_real_4: 0.22827333211898804 (0.19864525455375043) | > loss_disc_real_5: 0.21026040613651276 (0.20410944498324576) | > loss_0: 2.2570197582244873 (2.2112338271867995) | > grad_norm_0: tensor(11.6482, device='cuda:0') (tensor(36.3035, device='cuda:0')) | > loss_gen: 2.6405885219573975 (2.778206519686281) | > loss_kl: 1.6863404512405396 (1.7385125887178328) | > loss_feat: 7.468404293060303 (8.26171188453063) | > loss_mel: 13.217037200927734 (13.45271264058983) | > loss_duration: 1.7793607711791992 (1.700631441996079) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.791732788085938 (27.931775110328537) | > grad_norm_1: tensor(777.1924, device='cuda:0') (tensor(759.2542, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8423 (0.8465533774028453) | > loader_time: 0.0095 (0.009951550215097674)  --> TIME: 2025-05-09 13:10:33 -- STEP: 437/725 -- GLOBAL_STEP: 143450 | > loss_disc: 2.2030699253082275 (2.2116799900133484) | > loss_disc_real_0: 0.14272692799568176 (0.13725338213026383) | > loss_disc_real_1: 0.17816565930843353 (0.1947013340907457) | > loss_disc_real_2: 0.1806933730840683 (0.18880955448685302) | > loss_disc_real_3: 0.22492770850658417 (0.2047231053801369) | > loss_disc_real_4: 0.20477142930030823 (0.19874963481448055) | > loss_disc_real_5: 0.23144623637199402 (0.20422309773464767) | > loss_0: 2.2030699253082275 (2.2116799900133484) | > grad_norm_0: tensor(51.1793, device='cuda:0') (tensor(36.3453, device='cuda:0')) | > loss_gen: 2.8906214237213135 (2.7778013805502875) | > loss_kl: 1.8976202011108398 (1.739265467536804) | > loss_feat: 8.621089935302734 (8.261694407299396) | > loss_mel: 13.472127914428711 (13.44272343790504) | > loss_duration: 1.6479744911193848 (1.69965368277421) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.52943229675293 (27.92113839243315) | > grad_norm_1: tensor(903.5935, device='cuda:0') (tensor(764.5128, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8767 (0.8456580709810934) | > loader_time: 0.0095 (0.009917757331097433)  --> TIME: 2025-05-09 13:11:16 -- STEP: 487/725 -- GLOBAL_STEP: 143500 | > loss_disc: 2.253352642059326 (2.2123828624553004) | > loss_disc_real_0: 0.11686655133962631 (0.13685581006981756) | > loss_disc_real_1: 0.18849077820777893 (0.19497631438214186) | > loss_disc_real_2: 0.17278915643692017 (0.18912002915474424) | > loss_disc_real_3: 0.2154834270477295 (0.2047084460696646) | > loss_disc_real_4: 0.17826837301254272 (0.19880862016942216) | > loss_disc_real_5: 0.19089192152023315 (0.20421322800785116) | > loss_0: 2.253352642059326 (2.2123828624553004) | > grad_norm_0: tensor(29.9348, device='cuda:0') (tensor(36.4382, device='cuda:0')) | > loss_gen: 2.5214030742645264 (2.779188060173018) | > loss_kl: 1.617313027381897 (1.7365248971896006) | > loss_feat: 8.010522842407227 (8.268334443564287) | > loss_mel: 12.833459854125977 (13.453843533870376) | > loss_duration: 1.6960513591766357 (1.6996518268232719) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.678749084472656 (27.937542772391005) | > grad_norm_1: tensor(767.2869, device='cuda:0') (tensor(767.9323, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.7984 (0.845485427296382) | > loader_time: 0.009 (0.009892378499620512)  --> TIME: 2025-05-09 13:11:59 -- STEP: 537/725 -- GLOBAL_STEP: 143550 | > loss_disc: 2.2857143878936768 (2.2118338459696836) | > loss_disc_real_0: 0.13579332828521729 (0.1376609000302782) | > loss_disc_real_1: 0.1858687549829483 (0.1946636429767591) | > loss_disc_real_2: 0.19722361862659454 (0.18893758622405693) | > loss_disc_real_3: 0.21451382339000702 (0.20473087799615702) | > loss_disc_real_4: 0.20940105617046356 (0.19884542529809407) | > loss_disc_real_5: 0.19736900925636292 (0.2038381090543789) | > loss_0: 2.2857143878936768 (2.2118338459696836) | > grad_norm_0: tensor(19.8345, device='cuda:0') (tensor(36.2703, device='cuda:0')) | > loss_gen: 2.4344615936279297 (2.7777694323875375) | > loss_kl: 1.773713231086731 (1.7387406184464638) | > loss_feat: 6.9598798751831055 (8.276618115728798) | > loss_mel: 11.365904808044434 (13.46048132400939) | > loss_duration: 1.7263785600662231 (1.6997158640589793) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.260339736938477 (27.953325392369674) | > grad_norm_1: tensor(609.9878, device='cuda:0') (tensor(758.4092, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8498 (0.8457203204405375) | > loader_time: 0.0098 (0.009865998333836851)  --> TIME: 2025-05-09 13:12:42 -- STEP: 587/725 -- GLOBAL_STEP: 143600 | > loss_disc: 2.170945644378662 (2.2102386862090326) | > loss_disc_real_0: 0.08670969307422638 (0.13730420726882944) | > loss_disc_real_1: 0.16872350871562958 (0.19443328952769004) | > loss_disc_real_2: 0.18492484092712402 (0.18871631395877722) | > loss_disc_real_3: 0.2425609827041626 (0.20475167962619356) | > loss_disc_real_4: 0.21439504623413086 (0.19873623214852457) | > loss_disc_real_5: 0.1664694994688034 (0.20360653764953796) | > loss_0: 2.170945644378662 (2.2102386862090326) | > grad_norm_0: tensor(21.0560, device='cuda:0') (tensor(36.0781, device='cuda:0')) | > loss_gen: 2.840975761413574 (2.779593541634348) | > loss_kl: 1.687877893447876 (1.742696118517263) | > loss_feat: 8.431406021118164 (8.287683574670018) | > loss_mel: 13.947470664978027 (13.465873071647781) | > loss_duration: 1.6756649017333984 (1.6987818843055214) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.58339500427246 (27.974628260025987) | > grad_norm_1: tensor(835.4593, device='cuda:0') (tensor(758.4034, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8654 (0.8457935843394601) | > loader_time: 0.0097 (0.009838124150108853)  --> TIME: 2025-05-09 13:13:25 -- STEP: 637/725 -- GLOBAL_STEP: 143650 | > loss_disc: 2.014340877532959 (2.210263582563475) | > loss_disc_real_0: 0.13625791668891907 (0.13748810608729461) | > loss_disc_real_1: 0.17887188494205475 (0.1943979980526389) | > loss_disc_real_2: 0.17594505846500397 (0.18861057149652782) | > loss_disc_real_3: 0.19414551556110382 (0.20473024997643816) | > loss_disc_real_4: 0.21764299273490906 (0.19877322418161997) | > loss_disc_real_5: 0.19146785140037537 (0.2035403017954698) | > loss_0: 2.014340877532959 (2.210263582563475) | > grad_norm_0: tensor(66.5225, device='cuda:0') (tensor(36.1830, device='cuda:0')) | > loss_gen: 3.0983166694641113 (2.779864216898825) | > loss_kl: 1.7404135465621948 (1.7440783758552707) | > loss_feat: 9.744312286376953 (8.286462738899463) | > loss_mel: 15.004456520080566 (13.465913455190607) | > loss_duration: 1.6710505485534668 (1.6984140504286092) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.258548736572266 (27.97473290352095) | > grad_norm_1: tensor(1035.5637, device='cuda:0') (tensor(755.5021, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8398 (0.8461134168005061) | > loader_time: 0.0096 (0.009852941593906763)  --> TIME: 2025-05-09 13:14:08 -- STEP: 687/725 -- GLOBAL_STEP: 143700 | > loss_disc: 2.064089775085449 (2.2123345042940827) | > loss_disc_real_0: 0.11730338633060455 (0.13821299992273994) | > loss_disc_real_1: 0.18425443768501282 (0.19437929473849883) | > loss_disc_real_2: 0.19346201419830322 (0.18866644578469355) | > loss_disc_real_3: 0.18472342193126678 (0.20464789938978759) | > loss_disc_real_4: 0.19166749715805054 (0.19894398746705652) | > loss_disc_real_5: 0.20293384790420532 (0.2038295538838426) | > loss_0: 2.064089775085449 (2.2123345042940827) | > grad_norm_0: tensor(20.3977, device='cuda:0') (tensor(35.8834, device='cuda:0')) | > loss_gen: 3.0050878524780273 (2.7755373041355638) | > loss_kl: 1.6529583930969238 (1.7447011574907594) | > loss_feat: 9.38454532623291 (8.27539050978171) | > loss_mel: 15.41059398651123 (13.46279726070087) | > loss_duration: 1.6972758769989014 (1.6982514748927287) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.150461196899414 (27.95667779081253) | > grad_norm_1: tensor(750.0399, device='cuda:0') (tensor(747.7408, device='cuda:0')) | > current_lr_0: 0.00019667769434214392 | > current_lr_1: 0.00019667769434214392 | > step_time: 0.8645 (0.8454577516780667) | > loader_time: 0.0108 (0.009862698842344333)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.161475896835327 (2.161475896835327) | > loss_disc_real_0: 0.10751467943191528 (0.10751467943191528) | > loss_disc_real_1: 0.16051238775253296 (0.16051238775253296) | > loss_disc_real_2: 0.18245767056941986 (0.18245767056941986) | > loss_disc_real_3: 0.23134227097034454 (0.23134227097034454) | > loss_disc_real_4: 0.23193228244781494 (0.23193228244781494) | > loss_disc_real_5: 0.21113884449005127 (0.21113884449005127) | > loss_0: 2.161475896835327 (2.161475896835327) | > loss_gen: 2.733577251434326 (2.733577251434326) | > loss_kl: 1.9660394191741943 (1.9660394191741943) | > loss_feat: 9.235344886779785 (9.235344886779785) | > loss_mel: 14.450943946838379 (14.450943946838379) | > loss_duration: 1.7070810794830322 (1.7070810794830322) | > loss_1: 30.092987060546875 (30.092987060546875)  --> STEP: 1 | > loss_disc: 2.299422264099121 (2.299422264099121) | > loss_disc_real_0: 0.12289738655090332 (0.12289738655090332) | > loss_disc_real_1: 0.18055425584316254 (0.18055425584316254) | > loss_disc_real_2: 0.19015365839004517 (0.19015365839004517) | > loss_disc_real_3: 0.2318299561738968 (0.2318299561738968) | > loss_disc_real_4: 0.2132577747106552 (0.2132577747106552) | > loss_disc_real_5: 0.21834629774093628 (0.21834629774093628) | > loss_0: 2.299422264099121 (2.299422264099121) | > loss_gen: 2.4222583770751953 (2.4222583770751953) | > loss_kl: 2.0100090503692627 (2.0100090503692627) | > loss_feat: 8.025492668151855 (8.025492668151855) | > loss_mel: 11.996637344360352 (11.996637344360352) | > loss_duration: 1.77568781375885 (1.77568781375885) | > loss_1: 26.230085372924805 (26.230085372924805)  --> STEP: 2 | > loss_disc: 2.078005790710449 (2.188714027404785) | > loss_disc_real_0: 0.09398269653320312 (0.10844004154205322) | > loss_disc_real_1: 0.15778256952762604 (0.1691684126853943) | > loss_disc_real_2: 0.17914585769176483 (0.184649758040905) | > loss_disc_real_3: 0.22203204035758972 (0.22693099826574326) | > loss_disc_real_4: 0.219829723238945 (0.2165437489748001) | > loss_disc_real_5: 0.21820133924484253 (0.2182738184928894) | > loss_0: 2.078005790710449 (2.188714027404785) | > loss_gen: 2.813464879989624 (2.6178616285324097) | > loss_kl: 1.8814482688903809 (1.9457286596298218) | > loss_feat: 8.689004898071289 (8.357248783111572) | > loss_mel: 14.931843757629395 (13.464240550994873) | > loss_duration: 1.8469480276107788 (1.8113179206848145) | > loss_1: 30.162710189819336 (28.19639778137207)  --> STEP: 3 | > loss_disc: 2.086979866027832 (2.1548026402791343) | > loss_disc_real_0: 0.1018557921051979 (0.10624529172976811) | > loss_disc_real_1: 0.15314267575740814 (0.16382650037606558) | > loss_disc_real_2: 0.17041246592998505 (0.17990399400393167) | > loss_disc_real_3: 0.2217126488685608 (0.22519154846668243) | > loss_disc_real_4: 0.20384131371974945 (0.21230960388978323) | > loss_disc_real_5: 0.22745832800865173 (0.22133532166481018) | > loss_0: 2.086979866027832 (2.1548026402791343) | > loss_gen: 2.7571961879730225 (2.6643064816792807) | > loss_kl: 1.9686752557754517 (1.9533775250116985) | > loss_feat: 9.397139549255371 (8.703879038492838) | > loss_mel: 15.173604965209961 (14.034028689066568) | > loss_duration: 1.8079934120178223 (1.8102097511291504) | > loss_1: 31.104610443115234 (29.165802001953125)  --> STEP: 4 | > loss_disc: 2.1593453884124756 (2.1559383273124695) | > loss_disc_real_0: 0.10235803574323654 (0.10527347773313522) | > loss_disc_real_1: 0.15729059278964996 (0.16219252347946167) | > loss_disc_real_2: 0.14581158757209778 (0.1713808923959732) | > loss_disc_real_3: 0.2222760170698166 (0.22446266561746597) | > loss_disc_real_4: 0.1986171454191208 (0.20888648927211761) | > loss_disc_real_5: 0.23502099514007568 (0.22475674003362656) | > loss_0: 2.1593453884124756 (2.1559383273124695) | > loss_gen: 2.572291612625122 (2.641302764415741) | > loss_kl: 1.7606072425842285 (1.905184954404831) | > loss_feat: 9.896220207214355 (9.001964330673218) | > loss_mel: 15.187307357788086 (14.322348356246948) | > loss_duration: 1.7347594499588013 (1.791347175836563) | > loss_1: 31.151187896728516 (29.662148475646973) --> EVAL PERFORMANCE | > avg_loader_time: 0.2816314101219177 (-0.0003374814987182617) | > avg_loss_disc: 2.1559383273124695 (-0.1251751184463501) | > avg_loss_disc_real_0: 0.10527347773313522 (-0.04278011992573738) | > avg_loss_disc_real_1: 0.16219252347946167 (-0.01227494329214096) | > avg_loss_disc_real_2: 0.1713808923959732 (+0.013956751674413681) | > avg_loss_disc_real_3: 0.22446266561746597 (+0.0020146742463111877) | > avg_loss_disc_real_4: 0.20888648927211761 (-0.029283635318279266) | > avg_loss_disc_real_5: 0.22475674003362656 (-0.004273746162652969) | > avg_loss_0: 2.1559383273124695 (-0.1251751184463501) | > avg_loss_gen: 2.641302764415741 (+0.0030080676078796387) | > avg_loss_kl: 1.905184954404831 (-0.09719476103782654) | > avg_loss_feat: 9.001964330673218 (+1.5658795833587646) | > avg_loss_mel: 14.322348356246948 (+1.765221357345581) | > avg_loss_duration: 1.791347175836563 (+0.0008141994476318359) | > avg_loss_1: 29.662148475646973 (+3.237730026245117)  > EPOCH: 135/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 13:14:47)   --> TIME: 2025-05-09 13:14:59 -- STEP: 12/725 -- GLOBAL_STEP: 143750 | > loss_disc: 2.3373467922210693 (2.229481259981791) | > loss_disc_real_0: 0.11301876604557037 (0.14019324630498886) | > loss_disc_real_1: 0.19471725821495056 (0.19715439900755882) | > loss_disc_real_2: 0.24304676055908203 (0.19435637444257736) | > loss_disc_real_3: 0.21662497520446777 (0.20915805300076803) | > loss_disc_real_4: 0.19258978962898254 (0.20311076566576958) | > loss_disc_real_5: 0.2179584801197052 (0.2039268227914969) | > loss_0: 2.3373467922210693 (2.229481259981791) | > grad_norm_0: tensor(38.1021, device='cuda:0') (tensor(39.0506, device='cuda:0')) | > loss_gen: 2.547865152359009 (2.7907964984575906) | > loss_kl: 1.9322141408920288 (1.8202273746331532) | > loss_feat: 7.81280517578125 (8.227412740389505) | > loss_mel: 13.133482933044434 (13.556252161661783) | > loss_duration: 1.7214757204055786 (1.7010684410730998) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.147842407226562 (28.095757007598877) | > grad_norm_1: tensor(1056.3701, device='cuda:0') (tensor(770.9283, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8383 (0.8305973609288534) | > loader_time: 0.0087 (0.009921669960021973)  --> TIME: 2025-05-09 13:15:42 -- STEP: 62/725 -- GLOBAL_STEP: 143800 | > loss_disc: 2.241642475128174 (2.222506053986088) | > loss_disc_real_0: 0.1559647172689438 (0.14171835684007214) | > loss_disc_real_1: 0.20593057572841644 (0.19588800663909606) | > loss_disc_real_2: 0.21523165702819824 (0.19163036514674464) | > loss_disc_real_3: 0.21553626656532288 (0.20771505395250936) | > loss_disc_real_4: 0.19548377394676208 (0.19795029922839136) | > loss_disc_real_5: 0.213021382689476 (0.2029090929896601) | > loss_0: 2.241642475128174 (2.222506053986088) | > grad_norm_0: tensor(39.3531, device='cuda:0') (tensor(36.0318, device='cuda:0')) | > loss_gen: 2.660381317138672 (2.777776698912344) | > loss_kl: 1.6274746656417847 (1.7635211579261287) | > loss_feat: 6.946620941162109 (8.227929176822785) | > loss_mel: 12.319314956665039 (13.38210165885187) | > loss_duration: 1.7386491298675537 (1.6915309083077215) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.29244041442871 (27.842859575825354) | > grad_norm_1: tensor(614.7119, device='cuda:0') (tensor(743.1432, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8569 (0.8461884260177612) | > loader_time: 0.01 (0.00998964617329259)  --> TIME: 2025-05-09 13:16:25 -- STEP: 112/725 -- GLOBAL_STEP: 143850 | > loss_disc: 2.2544796466827393 (2.212262195135866) | > loss_disc_real_0: 0.16348452866077423 (0.1396310930140316) | > loss_disc_real_1: 0.18335548043251038 (0.1952873035999281) | > loss_disc_real_2: 0.18751241266727448 (0.18973064874964102) | > loss_disc_real_3: 0.20526686310768127 (0.20528658359710658) | > loss_disc_real_4: 0.2035614252090454 (0.19792330371482034) | > loss_disc_real_5: 0.1824459731578827 (0.20115344186446496) | > loss_0: 2.2544796466827393 (2.212262195135866) | > grad_norm_0: tensor(71.9984, device='cuda:0') (tensor(35.6679, device='cuda:0')) | > loss_gen: 2.660662889480591 (2.7939352861472537) | > loss_kl: 1.836685299873352 (1.753609327333314) | > loss_feat: 8.10234546661377 (8.306148077760426) | > loss_mel: 13.892217636108398 (13.458852418831416) | > loss_duration: 1.699772834777832 (1.6962484227759498) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.19168472290039 (28.008793456213816) | > grad_norm_1: tensor(1020.2065, device='cuda:0') (tensor(737.3905, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8129 (0.8454307956354958) | > loader_time: 0.0101 (0.009966007300785609)  --> TIME: 2025-05-09 13:17:08 -- STEP: 162/725 -- GLOBAL_STEP: 143900 | > loss_disc: 2.0800015926361084 (2.208408764115086) | > loss_disc_real_0: 0.1613359898328781 (0.1384524727401174) | > loss_disc_real_1: 0.18601183593273163 (0.19506610562036072) | > loss_disc_real_2: 0.18537509441375732 (0.1889914273295874) | > loss_disc_real_3: 0.1808858960866928 (0.20431518646669977) | > loss_disc_real_4: 0.18824541568756104 (0.19782849300054864) | > loss_disc_real_5: 0.20784640312194824 (0.2020272434125712) | > loss_0: 2.0800015926361084 (2.208408764115086) | > grad_norm_0: tensor(68.1760, device='cuda:0') (tensor(35.9169, device='cuda:0')) | > loss_gen: 3.003877878189087 (2.7919154755863143) | > loss_kl: 1.685405969619751 (1.7521287887184709) | > loss_feat: 8.886940956115723 (8.298829582002432) | > loss_mel: 13.96176528930664 (13.428130096859407) | > loss_duration: 1.6469335556030273 (1.6952334053722429) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.184921264648438 (27.966237209461354) | > grad_norm_1: tensor(975.9646, device='cuda:0') (tensor(754.1725, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8407 (0.8443124205977829) | > loader_time: 0.0094 (0.00996194503925465)  --> TIME: 2025-05-09 13:17:51 -- STEP: 212/725 -- GLOBAL_STEP: 143950 | > loss_disc: 2.2974424362182617 (2.213782088374191) | > loss_disc_real_0: 0.14881056547164917 (0.14053863062048852) | > loss_disc_real_1: 0.2012157291173935 (0.19432858954060758) | > loss_disc_real_2: 0.18381479382514954 (0.18945300326032458) | > loss_disc_real_3: 0.23924632370471954 (0.20486353478341732) | > loss_disc_real_4: 0.18665505945682526 (0.197744249243219) | > loss_disc_real_5: 0.22171874344348907 (0.20195049757383904) | > loss_0: 2.2974424362182617 (2.213782088374191) | > grad_norm_0: tensor(10.1699, device='cuda:0') (tensor(36.5008, device='cuda:0')) | > loss_gen: 2.5956623554229736 (2.7880089417943426) | > loss_kl: 1.669730305671692 (1.7561800912866052) | > loss_feat: 7.714267253875732 (8.303559856594742) | > loss_mel: 12.230629920959473 (13.441023642162111) | > loss_duration: 1.6784379482269287 (1.6948989163029868) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.888729095458984 (27.98367141327768) | > grad_norm_1: tensor(127.6890, device='cuda:0') (tensor(729.6259, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.846 (0.8461596617158854) | > loader_time: 0.0107 (0.009956141687789053)  --> TIME: 2025-05-09 13:18:34 -- STEP: 262/725 -- GLOBAL_STEP: 144000 | > loss_disc: 2.203240394592285 (2.2153429188801126) | > loss_disc_real_0: 0.19538521766662598 (0.13969448771868043) | > loss_disc_real_1: 0.18268032371997833 (0.19428397152032567) | > loss_disc_real_2: 0.17202724516391754 (0.18934730065005426) | > loss_disc_real_3: 0.20079226791858673 (0.2050425675875358) | > loss_disc_real_4: 0.18899312615394592 (0.19810455719023265) | > loss_disc_real_5: 0.2294495552778244 (0.20300380271354704) | > loss_0: 2.203240394592285 (2.2153429188801126) | > grad_norm_0: tensor(66.7859, device='cuda:0') (tensor(35.5847, device='cuda:0')) | > loss_gen: 2.8148934841156006 (2.77581165947077) | > loss_kl: 1.621128797531128 (1.7536672931591064) | > loss_feat: 8.103357315063477 (8.25811895159365) | > loss_mel: 14.022786140441895 (13.38590898222596) | > loss_duration: 1.6808826923370361 (1.6964564528174073) | > amp_scaler: 256.0 (135.81679389312976) | > loss_1: 28.24304962158203 (27.869963332896923) | > grad_norm_1: tensor(932.0613, device='cuda:0') (tensor(727.6143, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8854 (0.8459829719922015) | > loader_time: 0.0099 (0.00999680639223288) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_144000.pth  --> TIME: 2025-05-09 13:19:20 -- STEP: 312/725 -- GLOBAL_STEP: 144050 | > loss_disc: 2.140223503112793 (2.2089566122262907) | > loss_disc_real_0: 0.10178122669458389 (0.13834840823442507) | > loss_disc_real_1: 0.18920694291591644 (0.19350354865384406) | > loss_disc_real_2: 0.18084318935871124 (0.1893260959440317) | > loss_disc_real_3: 0.2002042979001999 (0.20472091278777674) | > loss_disc_real_4: 0.19375891983509064 (0.19819907815410537) | > loss_disc_real_5: 0.21344619989395142 (0.20216593284828546) | > loss_0: 2.140223503112793 (2.2089566122262907) | > grad_norm_0: tensor(29.7460, device='cuda:0') (tensor(35.5350, device='cuda:0')) | > loss_gen: 2.779590129852295 (2.785706115074647) | > loss_kl: 1.7599446773529053 (1.7500162502894034) | > loss_feat: 8.428075790405273 (8.298668337173954) | > loss_mel: 14.399374961853027 (13.425179466223112) | > loss_duration: 1.695932149887085 (1.695826639731725) | > amp_scaler: 256.0 (155.07692307692307) | > loss_1: 29.062917709350586 (27.955396860073773) | > grad_norm_1: tensor(270.6964, device='cuda:0') (tensor(732.1066, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8447 (0.847243107282198) | > loader_time: 0.0093 (0.009948712893021414)  --> TIME: 2025-05-09 13:20:03 -- STEP: 362/725 -- GLOBAL_STEP: 144100 | > loss_disc: 2.145179510116577 (2.2099437529210895) | > loss_disc_real_0: 0.1623774617910385 (0.138397062886815) | > loss_disc_real_1: 0.1948881298303604 (0.19370598691767751) | > loss_disc_real_2: 0.18238259851932526 (0.18952806351593182) | > loss_disc_real_3: 0.1991509050130844 (0.20481055723863412) | > loss_disc_real_4: 0.20299087464809418 (0.19838293720016156) | > loss_disc_real_5: 0.21699652075767517 (0.202134434648311) | > loss_0: 2.145179510116577 (2.2099437529210895) | > grad_norm_0: tensor(60.5964, device='cuda:0') (tensor(35.5517, device='cuda:0')) | > loss_gen: 3.0550591945648193 (2.78372732249413) | > loss_kl: 1.926148533821106 (1.7458334930693906) | > loss_feat: 8.93140697479248 (8.284893246645423) | > loss_mel: 14.838733673095703 (13.429691027541192) | > loss_duration: 1.6549829244613647 (1.6949867912418934) | > amp_scaler: 128.0 (152.75138121546962) | > loss_1: 30.40633201599121 (27.939131936974288) | > grad_norm_1: tensor(984.3735, device='cuda:0') (tensor(732.7507, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8418 (0.8473320613249886) | > loader_time: 0.0096 (0.009912953192357863)  --> TIME: 2025-05-09 13:20:46 -- STEP: 412/725 -- GLOBAL_STEP: 144150 | > loss_disc: 2.4415645599365234 (2.2106708918960343) | > loss_disc_real_0: 0.10397106409072876 (0.13882323425009982) | > loss_disc_real_1: 0.23044514656066895 (0.1937422217819297) | > loss_disc_real_2: 0.1945788711309433 (0.18908686064256044) | > loss_disc_real_3: 0.24445298314094543 (0.20468616311989943) | > loss_disc_real_4: 0.22166195511817932 (0.19850473178243166) | > loss_disc_real_5: 0.23562555015087128 (0.20277266320094325) | > loss_0: 2.4415645599365234 (2.2106708918960343) | > grad_norm_0: tensor(20.5904, device='cuda:0') (tensor(36.3601, device='cuda:0')) | > loss_gen: 2.4745941162109375 (2.781495203670948) | > loss_kl: 1.642154574394226 (1.7447804403536529) | > loss_feat: 6.962706565856934 (8.269601273305204) | > loss_mel: 12.15844440460205 (13.417325846199855) | > loss_duration: 1.7018319368362427 (1.6951734316580505) | > amp_scaler: 128.0 (149.74757281553389) | > loss_1: 24.93973159790039 (27.908376263183296) | > grad_norm_1: tensor(773.6435, device='cuda:0') (tensor(742.4921, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8571 (0.8479120615616582) | > loader_time: 0.0094 (0.00990267748971588)  --> TIME: 2025-05-09 13:21:29 -- STEP: 462/725 -- GLOBAL_STEP: 144200 | > loss_disc: 2.196136713027954 (2.2090062878348604) | > loss_disc_real_0: 0.1350192278623581 (0.1384787687233516) | > loss_disc_real_1: 0.20772118866443634 (0.1933034850985973) | > loss_disc_real_2: 0.22628606855869293 (0.18918477382623786) | > loss_disc_real_3: 0.22998939454555511 (0.20460266084511042) | > loss_disc_real_4: 0.18183471262454987 (0.198243776634658) | > loss_disc_real_5: 0.19264185428619385 (0.20304157597807065) | > loss_0: 2.196136713027954 (2.2090062878348604) | > grad_norm_0: tensor(35.6491, device='cuda:0') (tensor(35.9842, device='cuda:0')) | > loss_gen: 2.752300977706909 (2.7818868335707383) | > loss_kl: 1.7852988243103027 (1.7429186575340503) | > loss_feat: 8.182339668273926 (8.278661072512206) | > loss_mel: 13.450881004333496 (13.443642257095936) | > loss_duration: 1.7395684719085693 (1.6953607833746709) | > amp_scaler: 128.0 (147.3939393939393) | > loss_1: 27.91038703918457 (27.942469667046616) | > grad_norm_1: tensor(991.4447, device='cuda:0') (tensor(744.7970, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.7883 (0.8473779303686957) | > loader_time: 0.0097 (0.009925166765848802)  --> TIME: 2025-05-09 13:22:12 -- STEP: 512/725 -- GLOBAL_STEP: 144250 | > loss_disc: 2.162203788757324 (2.2120620249770577) | > loss_disc_real_0: 0.11872555315494537 (0.13915644097141922) | > loss_disc_real_1: 0.19603793323040009 (0.19338651196449064) | > loss_disc_real_2: 0.1903698444366455 (0.1892997651302721) | > loss_disc_real_3: 0.19794222712516785 (0.2046929195348639) | > loss_disc_real_4: 0.17960701882839203 (0.19849072158103803) | > loss_disc_real_5: 0.18767401576042175 (0.2029837270092685) | > loss_0: 2.162203788757324 (2.2120620249770577) | > grad_norm_0: tensor(29.7705, device='cuda:0') (tensor(36.1537, device='cuda:0')) | > loss_gen: 2.8159844875335693 (2.7790042841807026) | > loss_kl: 1.6723390817642212 (1.7371028936468065) | > loss_feat: 8.591014862060547 (8.266738024540238) | > loss_mel: 14.033502578735352 (13.446146789938215) | > loss_duration: 1.656545639038086 (1.6962932492606342) | > amp_scaler: 128.0 (145.49999999999991) | > loss_1: 28.769386291503906 (27.925285283476114) | > grad_norm_1: tensor(867.0375, device='cuda:0') (tensor(738.4935, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8425 (0.8468336500227449) | > loader_time: 0.0111 (0.009928098414093261)  --> TIME: 2025-05-09 13:22:55 -- STEP: 562/725 -- GLOBAL_STEP: 144300 | > loss_disc: 2.1248130798339844 (2.2104061850449357) | > loss_disc_real_0: 0.12585487961769104 (0.13897616033081056) | > loss_disc_real_1: 0.20491613447666168 (0.1932809566316656) | > loss_disc_real_2: 0.1907697170972824 (0.1890718300571645) | > loss_disc_real_3: 0.1884593516588211 (0.20462612775933278) | > loss_disc_real_4: 0.20578362047672272 (0.19844852605324192) | > loss_disc_real_5: 0.22973059117794037 (0.20286210525608575) | > loss_0: 2.1248130798339844 (2.2104061850449357) | > grad_norm_0: tensor(45.7257, device='cuda:0') (tensor(36.1960, device='cuda:0')) | > loss_gen: 2.9599640369415283 (2.782395154980155) | > loss_kl: 1.7686959505081177 (1.737070135798743) | > loss_feat: 9.41663646697998 (8.28815148054916) | > loss_mel: 13.979257583618164 (13.465990008832723) | > loss_duration: 1.6633902788162231 (1.696491660384521) | > amp_scaler: 128.0 (143.94306049822058) | > loss_1: 29.787944793701172 (27.970098488695683) | > grad_norm_1: tensor(661.1159, device='cuda:0') (tensor(737.3716, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8779 (0.8467026762266595) | > loader_time: 0.0099 (0.00992911269232048)  --> TIME: 2025-05-09 13:23:38 -- STEP: 612/725 -- GLOBAL_STEP: 144350 | > loss_disc: 2.2091927528381348 (2.2109668034743626) | > loss_disc_real_0: 0.09228885918855667 (0.13865616125072924) | > loss_disc_real_1: 0.1895865648984909 (0.19347278240556803) | > loss_disc_real_2: 0.18591436743736267 (0.1893928197571655) | > loss_disc_real_3: 0.1670079529285431 (0.20468741304734178) | > loss_disc_real_4: 0.19383732974529266 (0.19847116801960776) | > loss_disc_real_5: 0.24491171538829803 (0.2029444285808435) | > loss_0: 2.2091927528381348 (2.2109668034743626) | > grad_norm_0: tensor(29.7061, device='cuda:0') (tensor(36.0345, device='cuda:0')) | > loss_gen: 2.7332024574279785 (2.7793177432484106) | > loss_kl: 1.8150321245193481 (1.739243330324397) | > loss_feat: 8.036375999450684 (8.263085945758935) | > loss_mel: 14.023797035217285 (13.430409786747957) | > loss_duration: 1.6373393535614014 (1.6961007406508997) | > amp_scaler: 128.0 (142.64052287581694) | > loss_1: 28.245746612548828 (27.90815758237653) | > grad_norm_1: tensor(854.8558, device='cuda:0') (tensor(742.7467, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.821 (0.8465997678002497) | > loader_time: 0.0088 (0.00992820660273235)  --> TIME: 2025-05-09 13:24:21 -- STEP: 662/725 -- GLOBAL_STEP: 144400 | > loss_disc: 2.175849437713623 (2.210433777725586) | > loss_disc_real_0: 0.10822005569934845 (0.13881010785023606) | > loss_disc_real_1: 0.18001312017440796 (0.19348416765560916) | > loss_disc_real_2: 0.20761817693710327 (0.18921100046609468) | > loss_disc_real_3: 0.19569818675518036 (0.2047156044408634) | > loss_disc_real_4: 0.17433832585811615 (0.19850776414316565) | > loss_disc_real_5: 0.2070348560810089 (0.20271506014187166) | > loss_0: 2.175849437713623 (2.210433777725586) | > grad_norm_0: tensor(11.5663, device='cuda:0') (tensor(36.4069, device='cuda:0')) | > loss_gen: 2.7047359943389893 (2.782156337063838) | > loss_kl: 1.842716097831726 (1.7407167044290959) | > loss_feat: 7.977476119995117 (8.271723918684287) | > loss_mel: 14.250885009765625 (13.443476887267888) | > loss_duration: 1.7098342180252075 (1.6965027977332605) | > amp_scaler: 128.0 (141.53474320241696) | > loss_1: 28.48564910888672 (27.934576679932757) | > grad_norm_1: tensor(301.0121, device='cuda:0') (tensor(742.4963, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8682 (0.8471452548784788) | > loader_time: 0.01 (0.009920337769200076)  --> TIME: 2025-05-09 13:25:04 -- STEP: 712/725 -- GLOBAL_STEP: 144450 | > loss_disc: 2.095094919204712 (2.210423443089707) | > loss_disc_real_0: 0.1223967969417572 (0.13874399252863742) | > loss_disc_real_1: 0.19629941880702972 (0.19357536982200788) | > loss_disc_real_2: 0.19958679378032684 (0.18918927867760818) | > loss_disc_real_3: 0.17473797500133514 (0.20459336758162197) | > loss_disc_real_4: 0.1731671541929245 (0.19852596764149272) | > loss_disc_real_5: 0.1857607513666153 (0.20287429641806673) | > loss_0: 2.095094919204712 (2.210423443089707) | > grad_norm_0: tensor(16.1878, device='cuda:0') (tensor(36.0125, device='cuda:0')) | > loss_gen: 2.946300745010376 (2.780981363540284) | > loss_kl: 1.6931583881378174 (1.7383770574344675) | > loss_feat: 9.064611434936523 (8.26999641536326) | > loss_mel: 15.055173873901367 (13.450904133614534) | > loss_duration: 1.6896162033081055 (1.6958374479848344) | > amp_scaler: 128.0 (140.5842696629214) | > loss_1: 30.44886016845703 (27.93609642982484) | > grad_norm_1: tensor(543.9810, device='cuda:0') (tensor(736.8832, device='cuda:0')) | > current_lr_0: 0.00019665310963035113 | > current_lr_1: 0.00019665310963035113 | > step_time: 0.8153 (0.8472920388318177) | > loader_time: 0.0096 (0.009919945778471708)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.165156126022339 (2.165156126022339) | > loss_disc_real_0: 0.16877447068691254 (0.16877447068691254) | > loss_disc_real_1: 0.15969417989253998 (0.15969417989253998) | > loss_disc_real_2: 0.1719132512807846 (0.1719132512807846) | > loss_disc_real_3: 0.23038385808467865 (0.23038385808467865) | > loss_disc_real_4: 0.274662584066391 (0.274662584066391) | > loss_disc_real_5: 0.2142614722251892 (0.2142614722251892) | > loss_0: 2.165156126022339 (2.165156126022339) | > loss_gen: 2.9757919311523438 (2.9757919311523438) | > loss_kl: 2.0347676277160645 (2.0347676277160645) | > loss_feat: 8.77559757232666 (8.77559757232666) | > loss_mel: 14.192235946655273 (14.192235946655273) | > loss_duration: 1.6860369443893433 (1.6860369443893433) | > loss_1: 29.664430618286133 (29.664430618286133)  --> STEP: 1 | > loss_disc: 2.1617958545684814 (2.1617958545684814) | > loss_disc_real_0: 0.1517501324415207 (0.1517501324415207) | > loss_disc_real_1: 0.15471330285072327 (0.15471330285072327) | > loss_disc_real_2: 0.17936889827251434 (0.17936889827251434) | > loss_disc_real_3: 0.2016308605670929 (0.2016308605670929) | > loss_disc_real_4: 0.2318325638771057 (0.2318325638771057) | > loss_disc_real_5: 0.23738841712474823 (0.23738841712474823) | > loss_0: 2.1617958545684814 (2.1617958545684814) | > loss_gen: 2.8374361991882324 (2.8374361991882324) | > loss_kl: 1.897698163986206 (1.897698163986206) | > loss_feat: 7.963935852050781 (7.963935852050781) | > loss_mel: 13.941032409667969 (13.941032409667969) | > loss_duration: 1.7816580533981323 (1.7816580533981323) | > loss_1: 28.42176055908203 (28.42176055908203)  --> STEP: 2 | > loss_disc: 2.166036605834961 (2.163916230201721) | > loss_disc_real_0: 0.1736024022102356 (0.16267626732587814) | > loss_disc_real_1: 0.1556939035654068 (0.15520360320806503) | > loss_disc_real_2: 0.17760208249092102 (0.17848549038171768) | > loss_disc_real_3: 0.2051386833190918 (0.20338477194309235) | > loss_disc_real_4: 0.24466712772846222 (0.23824984580278397) | > loss_disc_real_5: 0.2290823757648468 (0.23323539644479752) | > loss_0: 2.166036605834961 (2.163916230201721) | > loss_gen: 2.934218406677246 (2.8858273029327393) | > loss_kl: 1.6916779279708862 (1.7946880459785461) | > loss_feat: 8.513208389282227 (8.238572120666504) | > loss_mel: 14.219940185546875 (14.080486297607422) | > loss_duration: 1.80727219581604 (1.7944651246070862) | > loss_1: 29.166318893432617 (28.794039726257324)  --> STEP: 3 | > loss_disc: 2.236048936843872 (2.187960465749105) | > loss_disc_real_0: 0.1820751577615738 (0.1691425641377767) | > loss_disc_real_1: 0.1638236790895462 (0.15807696183522543) | > loss_disc_real_2: 0.18945255875587463 (0.18214117983977) | > loss_disc_real_3: 0.23579978942871094 (0.21418977777163187) | > loss_disc_real_4: 0.25146347284317017 (0.24265438814957938) | > loss_disc_real_5: 0.21757136285305023 (0.2280140519142151) | > loss_0: 2.236048936843872 (2.187960465749105) | > loss_gen: 2.8434386253356934 (2.871697743733724) | > loss_kl: 1.9531084299087524 (1.8474948406219482) | > loss_feat: 7.795617580413818 (8.090920607248941) | > loss_mel: 12.981535911560059 (13.7141695022583) | > loss_duration: 1.7869200706481934 (1.7919501066207886) | > loss_1: 27.36062240600586 (28.316233952840168)  --> STEP: 4 | > loss_disc: 1.9275119304656982 (2.122848331928253) | > loss_disc_real_0: 0.15611429512500763 (0.16588549688458443) | > loss_disc_real_1: 0.14721331000328064 (0.15536104887723923) | > loss_disc_real_2: 0.1530686765909195 (0.17487305402755737) | > loss_disc_real_3: 0.20846620202064514 (0.2127588838338852) | > loss_disc_real_4: 0.21285708248615265 (0.2352050617337227) | > loss_disc_real_5: 0.2176862359046936 (0.22543209791183472) | > loss_0: 1.9275119304656982 (2.122848331928253) | > loss_gen: 3.2473974227905273 (2.965622663497925) | > loss_kl: 1.9919520616531372 (1.8836091458797455) | > loss_feat: 10.040709495544434 (8.578367829322815) | > loss_mel: 16.524124145507812 (14.416658163070679) | > loss_duration: 1.7335060834884644 (1.7773391008377075) | > loss_1: 33.537689208984375 (29.62159776687622) --> EVAL PERFORMANCE | > avg_loader_time: 0.2784042954444885 (-0.0032271146774291992) | > avg_loss_disc: 2.122848331928253 (-0.03308999538421631) | > avg_loss_disc_real_0: 0.16588549688458443 (+0.060612019151449203) | > avg_loss_disc_real_1: 0.15536104887723923 (-0.006831474602222443) | > avg_loss_disc_real_2: 0.17487305402755737 (+0.0034921616315841675) | > avg_loss_disc_real_3: 0.2127588838338852 (-0.01170378178358078) | > avg_loss_disc_real_4: 0.2352050617337227 (+0.026318572461605072) | > avg_loss_disc_real_5: 0.22543209791183472 (+0.0006753578782081604) | > avg_loss_0: 2.122848331928253 (-0.03308999538421631) | > avg_loss_gen: 2.965622663497925 (+0.32431989908218384) | > avg_loss_kl: 1.8836091458797455 (-0.02157580852508545) | > avg_loss_feat: 8.578367829322815 (-0.42359650135040283) | > avg_loss_mel: 14.416658163070679 (+0.09430980682373047) | > avg_loss_duration: 1.7773391008377075 (-0.01400807499885559) | > avg_loss_1: 29.62159776687622 (-0.04055070877075195)  > EPOCH: 136/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 13:25:22)   --> TIME: 2025-05-09 13:25:55 -- STEP: 37/725 -- GLOBAL_STEP: 144500 | > loss_disc: 2.3733229637145996 (2.196659803390503) | > loss_disc_real_0: 0.11050736904144287 (0.1286913546154628) | > loss_disc_real_1: 0.18939703702926636 (0.19299813339839111) | > loss_disc_real_2: 0.2274690717458725 (0.188406648668083) | > loss_disc_real_3: 0.22110703587532043 (0.20904910604696017) | > loss_disc_real_4: 0.21743229031562805 (0.19930182759826248) | > loss_disc_real_5: 0.18034030497074127 (0.1982850525024775) | > loss_0: 2.3733229637145996 (2.196659803390503) | > grad_norm_0: tensor(25.2313, device='cuda:0') (tensor(31.2283, device='cuda:0')) | > loss_gen: 2.513490676879883 (2.788522720336914) | > loss_kl: 1.5818411111831665 (1.7426901475803271) | > loss_feat: 6.68294095993042 (8.235500245480925) | > loss_mel: 11.078893661499023 (13.395168897267935) | > loss_duration: 1.6899183988571167 (1.6914540561469826) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.54708480834961 (27.85333623112859) | > grad_norm_1: tensor(754.3260, device='cuda:0') (tensor(704.7827, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8457 (0.8490469455718994) | > loader_time: 0.0108 (0.009907264967222473)  --> TIME: 2025-05-09 13:26:39 -- STEP: 87/725 -- GLOBAL_STEP: 144550 | > loss_disc: 2.034111261367798 (2.199840910133274) | > loss_disc_real_0: 0.11914563924074173 (0.1349640818762368) | > loss_disc_real_1: 0.15541774034500122 (0.1922718130651562) | > loss_disc_real_2: 0.15489737689495087 (0.18668035786042267) | > loss_disc_real_3: 0.15017902851104736 (0.20610280591866065) | > loss_disc_real_4: 0.1874283254146576 (0.19677554636166014) | > loss_disc_real_5: 0.20428749918937683 (0.2009812869217204) | > loss_0: 2.034111261367798 (2.199840910133274) | > grad_norm_0: tensor(58.9916, device='cuda:0') (tensor(31.1830, device='cuda:0')) | > loss_gen: 3.1247339248657227 (2.7843014618446085) | > loss_kl: 1.7154247760772705 (1.7529733085084236) | > loss_feat: 10.345702171325684 (8.23259405158032) | > loss_mel: 15.745853424072266 (13.3737536134391) | > loss_duration: 1.6840224266052246 (1.6918591055376777) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.6157341003418 (27.835481599829663) | > grad_norm_1: tensor(920.9756, device='cuda:0') (tensor(692.5054, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8246 (0.8478227977094979) | > loader_time: 0.0091 (0.009892222525059495)  --> TIME: 2025-05-09 13:27:22 -- STEP: 137/725 -- GLOBAL_STEP: 144600 | > loss_disc: 2.1259090900421143 (2.19994637304849) | > loss_disc_real_0: 0.10092595964670181 (0.13722493556620435) | > loss_disc_real_1: 0.20761577785015106 (0.19216724903914184) | > loss_disc_real_2: 0.1663563996553421 (0.18691978804821516) | > loss_disc_real_3: 0.18196195363998413 (0.20489924504374066) | > loss_disc_real_4: 0.2098301500082016 (0.19779666083572556) | > loss_disc_real_5: 0.2098681926727295 (0.20097770579975016) | > loss_0: 2.1259090900421143 (2.19994637304849) | > grad_norm_0: tensor(17.7191, device='cuda:0') (tensor(33.0121, device='cuda:0')) | > loss_gen: 2.7905139923095703 (2.7902670550520403) | > loss_kl: 1.7232426404953003 (1.7500546491929214) | > loss_feat: 9.22301197052002 (8.273404097034987) | > loss_mel: 14.587905883789062 (13.456699204270858) | > loss_duration: 1.6769211292266846 (1.6927078814402114) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.001596450805664 (27.963132941809885) | > grad_norm_1: tensor(158.1336, device='cuda:0') (tensor(679.0535, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8152 (0.8476750920288754) | > loader_time: 0.0091 (0.009955590658814375)  --> TIME: 2025-05-09 13:28:05 -- STEP: 187/725 -- GLOBAL_STEP: 144650 | > loss_disc: 2.0757014751434326 (2.2024645046754316) | > loss_disc_real_0: 0.0969376340508461 (0.1378586018746869) | > loss_disc_real_1: 0.1911398023366928 (0.19331699944434957) | > loss_disc_real_2: 0.1668248325586319 (0.18778130539598314) | > loss_disc_real_3: 0.18709084391593933 (0.20443574167827872) | > loss_disc_real_4: 0.18206028640270233 (0.19749037148480747) | > loss_disc_real_5: 0.16778866946697235 (0.20083304984684291) | > loss_0: 2.0757014751434326 (2.2024645046754316) | > grad_norm_0: tensor(23.9304, device='cuda:0') (tensor(33.6185, device='cuda:0')) | > loss_gen: 2.909273624420166 (2.781953587251551) | > loss_kl: 1.7968109846115112 (1.7319766155538712) | > loss_feat: 9.029118537902832 (8.216315243970907) | > loss_mel: 14.568934440612793 (13.384363715023918) | > loss_duration: 1.7202489376068115 (1.694507284597917) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.024385452270508 (27.80911657771962) | > grad_norm_1: tensor(836.9705, device='cuda:0') (tensor(694.6224, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8508 (0.8470564972270616) | > loader_time: 0.0103 (0.009998965390863276)  --> TIME: 2025-05-09 13:28:48 -- STEP: 237/725 -- GLOBAL_STEP: 144700 | > loss_disc: 2.1677935123443604 (2.2079265796685537) | > loss_disc_real_0: 0.15990261733531952 (0.139010284347499) | > loss_disc_real_1: 0.1836700141429901 (0.1935635830908385) | > loss_disc_real_2: 0.17413988709449768 (0.18822066353846204) | > loss_disc_real_3: 0.17967954277992249 (0.20445410272240136) | > loss_disc_real_4: 0.2025042027235031 (0.1977434111798363) | > loss_disc_real_5: 0.21983473002910614 (0.2020927684593804) | > loss_0: 2.1677935123443604 (2.2079265796685537) | > grad_norm_0: tensor(31.0607, device='cuda:0') (tensor(34.1675, device='cuda:0')) | > loss_gen: 2.880302906036377 (2.779128790907719) | > loss_kl: 2.0543036460876465 (1.7300388481043563) | > loss_feat: 8.727822303771973 (8.217369773719888) | > loss_mel: 13.71184253692627 (13.373402688070692) | > loss_duration: 1.690747618675232 (1.694098942893467) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.065019607543945 (27.794039086450503) | > grad_norm_1: tensor(780.2530, device='cuda:0') (tensor(693.1711, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8127 (0.847101198470039) | > loader_time: 0.0091 (0.009957057011278378)  --> TIME: 2025-05-09 13:29:31 -- STEP: 287/725 -- GLOBAL_STEP: 144750 | > loss_disc: 2.2013189792633057 (2.213451233890414) | > loss_disc_real_0: 0.15756280720233917 (0.14090200226740968) | > loss_disc_real_1: 0.23338620364665985 (0.19401191309977076) | > loss_disc_real_2: 0.21269291639328003 (0.18858952882605567) | > loss_disc_real_3: 0.19572526216506958 (0.20511489878132785) | > loss_disc_real_4: 0.21934354305267334 (0.1985052760158266) | > loss_disc_real_5: 0.19561517238616943 (0.20292847751532694) | > loss_0: 2.2013189792633057 (2.213451233890414) | > grad_norm_0: tensor(31.8733, device='cuda:0') (tensor(34.0813, device='cuda:0')) | > loss_gen: 2.7609736919403076 (2.7730797350614327) | > loss_kl: 1.7168018817901611 (1.727198905645762) | > loss_feat: 8.049369812011719 (8.188603143658792) | > loss_mel: 13.729573249816895 (13.34839973050958) | > loss_duration: 1.724967122077942 (1.695014946967467) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.981685638427734 (27.732296501717915) | > grad_norm_1: tensor(1012.0205, device='cuda:0') (tensor(710.0318, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8041 (0.8462639062662157) | > loader_time: 0.0098 (0.009944178086124652)  --> TIME: 2025-05-09 13:30:14 -- STEP: 337/725 -- GLOBAL_STEP: 144800 | > loss_disc: 2.16825008392334 (2.2122018927990172) | > loss_disc_real_0: 0.1215558871626854 (0.14095059259399456) | > loss_disc_real_1: 0.22527340054512024 (0.19388496937666877) | > loss_disc_real_2: 0.15659774839878082 (0.18842420393175469) | > loss_disc_real_3: 0.18790505826473236 (0.20460088316693867) | > loss_disc_real_4: 0.19698677957057953 (0.19823958687152637) | > loss_disc_real_5: 0.21175341308116913 (0.2030516452092445) | > loss_0: 2.16825008392334 (2.2122018927990172) | > grad_norm_0: tensor(28.9924, device='cuda:0') (tensor(33.5907, device='cuda:0')) | > loss_gen: 2.6616122722625732 (2.7716625465483613) | > loss_kl: 1.7242093086242676 (1.7286400476619816) | > loss_feat: 8.164602279663086 (8.202690019805638) | > loss_mel: 14.087437629699707 (13.368527259600269) | > loss_duration: 1.6670732498168945 (1.694097886807133) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.304935455322266 (27.765617783770008) | > grad_norm_1: tensor(625.0475, device='cuda:0') (tensor(718.9064, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8907 (0.8479449366957215) | > loader_time: 0.0095 (0.009892606593734792)  --> TIME: 2025-05-09 13:30:57 -- STEP: 387/725 -- GLOBAL_STEP: 144850 | > loss_disc: 2.296550989151001 (2.2141563205447943) | > loss_disc_real_0: 0.10595386475324631 (0.14097570045550342) | > loss_disc_real_1: 0.19961199164390564 (0.19464746679754533) | > loss_disc_real_2: 0.17056474089622498 (0.18847663958559357) | > loss_disc_real_3: 0.217124804854393 (0.20458344988120625) | > loss_disc_real_4: 0.17745113372802734 (0.19811334678522993) | > loss_disc_real_5: 0.17089194059371948 (0.20322207944799764) | > loss_0: 2.296550989151001 (2.2141563205447943) | > grad_norm_0: tensor(20.1903, device='cuda:0') (tensor(34.2827, device='cuda:0')) | > loss_gen: 2.440805435180664 (2.769073806683837) | > loss_kl: 1.6985204219818115 (1.7265078999891448) | > loss_feat: 7.407805442810059 (8.192471022445721) | > loss_mel: 13.309319496154785 (13.360824885602453) | > loss_duration: 1.7771141529083252 (1.6945626492340125) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.63356590270996 (27.743440287981848) | > grad_norm_1: tensor(598.5817, device='cuda:0') (tensor(722.0078, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8638 (0.8480464235448714) | > loader_time: 0.0098 (0.009899523215084432)  --> TIME: 2025-05-09 13:31:40 -- STEP: 437/725 -- GLOBAL_STEP: 144900 | > loss_disc: 2.1794116497039795 (2.2113284090836482) | > loss_disc_real_0: 0.12208700180053711 (0.14021590213105914) | > loss_disc_real_1: 0.16864566504955292 (0.19420411824770872) | > loss_disc_real_2: 0.18273264169692993 (0.18811930081800685) | > loss_disc_real_3: 0.20013080537319183 (0.20450678713261677) | > loss_disc_real_4: 0.18097952008247375 (0.19819362274023705) | > loss_disc_real_5: 0.1964079886674881 (0.20315782950862868) | > loss_0: 2.1794116497039795 (2.2113284090836482) | > grad_norm_0: tensor(41.2724, device='cuda:0') (tensor(34.3303, device='cuda:0')) | > loss_gen: 2.6965832710266113 (2.7716492111677424) | > loss_kl: 1.682572603225708 (1.729192309575986) | > loss_feat: 8.134743690490723 (8.210063258897794) | > loss_mel: 13.348957061767578 (13.373451123794101) | > loss_duration: 1.6554399728775024 (1.694244819320312) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.518295288085938 (27.778600718936875) | > grad_norm_1: tensor(887.4257, device='cuda:0') (tensor(732.1399, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8831 (0.8471585509433354) | > loader_time: 0.0098 (0.009877952339992923)  --> TIME: 2025-05-09 13:32:23 -- STEP: 487/725 -- GLOBAL_STEP: 144950 | > loss_disc: 2.3289618492126465 (2.210692614990094) | > loss_disc_real_0: 0.155848428606987 (0.14011988568538494) | > loss_disc_real_1: 0.1830161213874817 (0.19403050304438302) | > loss_disc_real_2: 0.2199818193912506 (0.18828437353428873) | > loss_disc_real_3: 0.2197244018316269 (0.20446001057507326) | > loss_disc_real_4: 0.21659772098064423 (0.19828797870715295) | > loss_disc_real_5: 0.22194413840770721 (0.20273493432288786) | > loss_0: 2.3289618492126465 (2.210692614990094) | > grad_norm_0: tensor(42.4684, device='cuda:0') (tensor(34.9626, device='cuda:0')) | > loss_gen: 2.624443769454956 (2.7755336766370258) | > loss_kl: 1.8049488067626953 (1.7311876145721212) | > loss_feat: 7.0447258949279785 (8.21489680229516) | > loss_mel: 11.879103660583496 (13.38678444582334) | > loss_duration: 1.6764006614685059 (1.6947053112778083) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.02962303161621 (27.80310786676113) | > grad_norm_1: tensor(620.3584, device='cuda:0') (tensor(734.1240, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8299 (0.8467161454704019) | > loader_time: 0.0093 (0.009870067024622616)  --> TIME: 2025-05-09 13:33:06 -- STEP: 537/725 -- GLOBAL_STEP: 145000 | > loss_disc: 2.2959468364715576 (2.209779053204997) | > loss_disc_real_0: 0.12911009788513184 (0.13964356877450818) | > loss_disc_real_1: 0.19513100385665894 (0.19412497374154558) | > loss_disc_real_2: 0.18952475488185883 (0.18844142689385224) | > loss_disc_real_3: 0.20736491680145264 (0.20409388845748302) | > loss_disc_real_4: 0.20084434747695923 (0.19829667360977982) | > loss_disc_real_5: 0.22096668183803558 (0.2026784776309349) | > loss_0: 2.2959468364715576 (2.209779053204997) | > grad_norm_0: tensor(26.5674, device='cuda:0') (tensor(34.6784, device='cuda:0')) | > loss_gen: 2.5067338943481445 (2.774170277504947) | > loss_kl: 1.665488362312317 (1.7326712712673276) | > loss_feat: 7.41066312789917 (8.204019550060648) | > loss_mel: 11.955683708190918 (13.360137941229054) | > loss_duration: 1.7137173414230347 (1.6952924657356356) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.252286911010742 (27.76629150646359) | > grad_norm_1: tensor(904.2762, device='cuda:0') (tensor(736.8510, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8372 (0.8465042988903253) | > loader_time: 0.0097 (0.009876570888071758) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_145000.pth  --> TIME: 2025-05-09 13:33:51 -- STEP: 587/725 -- GLOBAL_STEP: 145050 | > loss_disc: 2.2054896354675293 (2.2109543917735555) | > loss_disc_real_0: 0.15465599298477173 (0.13982442730888586) | > loss_disc_real_1: 0.21347178518772125 (0.19427505094919742) | > loss_disc_real_2: 0.18662752211093903 (0.1885616469119233) | > loss_disc_real_3: 0.22661630809307098 (0.20407842764761014) | > loss_disc_real_4: 0.2481299340724945 (0.19829599589769442) | > loss_disc_real_5: 0.17923805117607117 (0.20271542972965975) | > loss_0: 2.2054896354675293 (2.2109543917735555) | > grad_norm_0: tensor(14.1534, device='cuda:0') (tensor(34.8769, device='cuda:0')) | > loss_gen: 2.8938584327697754 (2.7749802550424696) | > loss_kl: 1.6280869245529175 (1.7351955110413448) | > loss_feat: 9.27779769897461 (8.21061544970718) | > loss_mel: 14.519615173339844 (13.369736521979208) | > loss_duration: 1.6723753213882446 (1.6949748519738235) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.991731643676758 (27.785502588119364) | > grad_norm_1: tensor(685.5017, device='cuda:0') (tensor(739.1147, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8424 (0.8463529882479771) | > loader_time: 0.0094 (0.00987959801643021)  --> TIME: 2025-05-09 13:34:35 -- STEP: 637/725 -- GLOBAL_STEP: 145100 | > loss_disc: 2.2819743156433105 (2.21090547349801) | > loss_disc_real_0: 0.10338155180215836 (0.13983645911212986) | > loss_disc_real_1: 0.18673308193683624 (0.19426358782421657) | > loss_disc_real_2: 0.19126933813095093 (0.18849857039223292) | > loss_disc_real_3: 0.2016063630580902 (0.20409192825598843) | > loss_disc_real_4: 0.19296884536743164 (0.19816440615212325) | > loss_disc_real_5: 0.16883057355880737 (0.2028320206437416) | > loss_0: 2.2819743156433105 (2.21090547349801) | > grad_norm_0: tensor(16.6732, device='cuda:0') (tensor(34.9378, device='cuda:0')) | > loss_gen: 2.475353956222534 (2.7751507658037684) | > loss_kl: 1.8892192840576172 (1.7388239906197245) | > loss_feat: 8.167287826538086 (8.214468925302393) | > loss_mel: 13.716537475585938 (13.376619960299847) | > loss_duration: 1.6822383403778076 (1.6948544004086976) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.930635452270508 (27.799918044492987) | > grad_norm_1: tensor(171.7805, device='cuda:0') (tensor(737.5011, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8317 (0.847149899840542) | > loader_time: 0.0099 (0.009870641085566314)  --> TIME: 2025-05-09 13:35:17 -- STEP: 687/725 -- GLOBAL_STEP: 145150 | > loss_disc: 2.2788312435150146 (2.211894800742815) | > loss_disc_real_0: 0.12499051541090012 (0.13978437312608874) | > loss_disc_real_1: 0.19737102091312408 (0.19428588037841346) | > loss_disc_real_2: 0.19918307662010193 (0.1886209323026207) | > loss_disc_real_3: 0.21143434941768646 (0.20422412251194144) | > loss_disc_real_4: 0.1827021688222885 (0.19831435670845707) | > loss_disc_real_5: 0.22542676329612732 (0.20280816964533982) | > loss_0: 2.2788312435150146 (2.211894800742815) | > grad_norm_0: tensor(18.7540, device='cuda:0') (tensor(35.4243, device='cuda:0')) | > loss_gen: 2.5392823219299316 (2.7748167570327893) | > loss_kl: 1.7395837306976318 (1.7436352576057284) | > loss_feat: 7.001898765563965 (8.213504567764025) | > loss_mel: 12.175189018249512 (13.384172575616079) | > loss_duration: 1.7143619060516357 (1.6948377011991824) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.17031478881836 (27.810966872058398) | > grad_norm_1: tensor(578.2693, device='cuda:0') (tensor(739.6898, device='cuda:0')) | > current_lr_0: 0.00019662852799164733 | > current_lr_1: 0.00019662852799164733 | > step_time: 0.8624 (0.846858193954179) | > loader_time: 0.0096 (0.009861505014233557)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3848233222961426 (2.3848233222961426) | > loss_disc_real_0: 0.16447684168815613 (0.16447684168815613) | > loss_disc_real_1: 0.21943791210651398 (0.21943791210651398) | > loss_disc_real_2: 0.30308061838150024 (0.30308061838150024) | > loss_disc_real_3: 0.22103600203990936 (0.22103600203990936) | > loss_disc_real_4: 0.24273288249969482 (0.24273288249969482) | > loss_disc_real_5: 0.20843876898288727 (0.20843876898288727) | > loss_0: 2.3848233222961426 (2.3848233222961426) | > loss_gen: 2.6789355278015137 (2.6789355278015137) | > loss_kl: 1.923932433128357 (1.923932433128357) | > loss_feat: 8.170075416564941 (8.170075416564941) | > loss_mel: 14.402154922485352 (14.402154922485352) | > loss_duration: 1.661824345588684 (1.661824345588684) | > loss_1: 28.836923599243164 (28.836923599243164)  --> STEP: 1 | > loss_disc: 2.465066909790039 (2.465066909790039) | > loss_disc_real_0: 0.161657452583313 (0.161657452583313) | > loss_disc_real_1: 0.20807409286499023 (0.20807409286499023) | > loss_disc_real_2: 0.3020188808441162 (0.3020188808441162) | > loss_disc_real_3: 0.21483109891414642 (0.21483109891414642) | > loss_disc_real_4: 0.26331302523612976 (0.26331302523612976) | > loss_disc_real_5: 0.2310432493686676 (0.2310432493686676) | > loss_0: 2.465066909790039 (2.465066909790039) | > loss_gen: 2.635235071182251 (2.635235071182251) | > loss_kl: 1.884253978729248 (1.884253978729248) | > loss_feat: 7.78317403793335 (7.78317403793335) | > loss_mel: 13.764139175415039 (13.764139175415039) | > loss_duration: 1.7640748023986816 (1.7640748023986816) | > loss_1: 27.83087730407715 (27.83087730407715)  --> STEP: 2 | > loss_disc: 2.346363067626953 (2.405714988708496) | > loss_disc_real_0: 0.15425828099250793 (0.15795786678791046) | > loss_disc_real_1: 0.2080594152212143 (0.20806675404310226) | > loss_disc_real_2: 0.28671330213546753 (0.29436609148979187) | > loss_disc_real_3: 0.1889517605304718 (0.2018914297223091) | > loss_disc_real_4: 0.24502283334732056 (0.25416792929172516) | > loss_disc_real_5: 0.21082548797130585 (0.22093436866998672) | > loss_0: 2.346363067626953 (2.405714988708496) | > loss_gen: 2.6964938640594482 (2.6658644676208496) | > loss_kl: 1.9995903968811035 (1.9419221878051758) | > loss_feat: 8.197203636169434 (7.990188837051392) | > loss_mel: 14.773204803466797 (14.268671989440918) | > loss_duration: 1.8265706300735474 (1.7953227162361145) | > loss_1: 29.49306297302246 (28.661970138549805)  --> STEP: 3 | > loss_disc: 2.3270134925842285 (2.3794811566670737) | > loss_disc_real_0: 0.15400446951389313 (0.15664006769657135) | > loss_disc_real_1: 0.22360892593860626 (0.21324747800827026) | > loss_disc_real_2: 0.2832299768924713 (0.290654053290685) | > loss_disc_real_3: 0.2184709906578064 (0.20741795003414154) | > loss_disc_real_4: 0.23050731420516968 (0.24628105759620667) | > loss_disc_real_5: 0.22631588578224182 (0.2227282077074051) | > loss_0: 2.3270134925842285 (2.3794811566670737) | > loss_gen: 2.8182239532470703 (2.71665096282959) | > loss_kl: 1.982485055923462 (1.9554431438446045) | > loss_feat: 8.015338897705078 (7.99857219060262) | > loss_mel: 14.188572883605957 (14.241972287495932) | > loss_duration: 1.7903871536254883 (1.793677528699239) | > loss_1: 28.79500961303711 (28.706316630045574)  --> STEP: 4 | > loss_disc: 2.3735430240631104 (2.3779966235160828) | > loss_disc_real_0: 0.15606720745563507 (0.15649685263633728) | > loss_disc_real_1: 0.19870012998580933 (0.20961064100265503) | > loss_disc_real_2: 0.29114967584609985 (0.2907779589295387) | > loss_disc_real_3: 0.1951289176940918 (0.2043456919491291) | > loss_disc_real_4: 0.2654607892036438 (0.25107599049806595) | > loss_disc_real_5: 0.20618849992752075 (0.218593280762434) | > loss_0: 2.3735430240631104 (2.3779966235160828) | > loss_gen: 2.6117348670959473 (2.690421938896179) | > loss_kl: 2.0223231315612793 (1.9721631407737732) | > loss_feat: 8.580337524414062 (8.144013524055481) | > loss_mel: 14.165332794189453 (14.222812414169312) | > loss_duration: 1.762107253074646 (1.7857849597930908) | > loss_1: 29.141836166381836 (28.81519651412964) --> EVAL PERFORMANCE | > avg_loader_time: 0.2813224792480469 (+0.0029181838035583496) | > avg_loss_disc: 2.3779966235160828 (+0.2551482915878296) | > avg_loss_disc_real_0: 0.15649685263633728 (-0.009388644248247147) | > avg_loss_disc_real_1: 0.20961064100265503 (+0.0542495921254158) | > avg_loss_disc_real_2: 0.2907779589295387 (+0.11590490490198135) | > avg_loss_disc_real_3: 0.2043456919491291 (-0.008413191884756088) | > avg_loss_disc_real_4: 0.25107599049806595 (+0.01587092876434326) | > avg_loss_disc_real_5: 0.218593280762434 (-0.006838817149400711) | > avg_loss_0: 2.3779966235160828 (+0.2551482915878296) | > avg_loss_gen: 2.690421938896179 (-0.2752007246017456) | > avg_loss_kl: 1.9721631407737732 (+0.08855399489402771) | > avg_loss_feat: 8.144013524055481 (-0.434354305267334) | > avg_loss_mel: 14.222812414169312 (-0.1938457489013672) | > avg_loss_duration: 1.7857849597930908 (+0.0084458589553833) | > avg_loss_1: 28.81519651412964 (-0.806401252746582)  > EPOCH: 137/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 13:35:56)   --> TIME: 2025-05-09 13:36:09 -- STEP: 12/725 -- GLOBAL_STEP: 145200 | > loss_disc: 2.170581340789795 (2.2690254052480063) | > loss_disc_real_0: 0.09731125086545944 (0.17758032058676085) | > loss_disc_real_1: 0.21189965307712555 (0.1989454192419847) | > loss_disc_real_2: 0.22951839864253998 (0.19799292584260306) | > loss_disc_real_3: 0.23111891746520996 (0.2103199139237404) | > loss_disc_real_4: 0.19013039767742157 (0.19877728819847107) | > loss_disc_real_5: 0.14474627375602722 (0.19283455486098924) | > loss_0: 2.170581340789795 (2.2690254052480063) | > grad_norm_0: tensor(13.6437, device='cuda:0') (tensor(46.3963, device='cuda:0')) | > loss_gen: 2.9241514205932617 (2.7744064927101135) | > loss_kl: 1.6658329963684082 (1.689559092124303) | > loss_feat: 8.95437240600586 (8.140213052431742) | > loss_mel: 14.967348098754883 (13.684986352920532) | > loss_duration: 1.719538927078247 (1.69517120718956) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.231243133544922 (27.984335899353027) | > grad_norm_1: tensor(759.6060, device='cuda:0') (tensor(621.6495, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8396 (0.832348108291626) | > loader_time: 0.0109 (0.010087549686431885)  --> TIME: 2025-05-09 13:36:52 -- STEP: 62/725 -- GLOBAL_STEP: 145250 | > loss_disc: 2.0533084869384766 (2.2223813879874443) | > loss_disc_real_0: 0.17006820440292358 (0.14608118647048554) | > loss_disc_real_1: 0.19326581060886383 (0.19404764833950228) | > loss_disc_real_2: 0.18430720269680023 (0.190722557325517) | > loss_disc_real_3: 0.18232424557209015 (0.2056419597037377) | > loss_disc_real_4: 0.18237602710723877 (0.19901263834007324) | > loss_disc_real_5: 0.18699735403060913 (0.2019268747779631) | > loss_0: 2.0533084869384766 (2.2223813879874443) | > grad_norm_0: tensor(45.0696, device='cuda:0') (tensor(36.9733, device='cuda:0')) | > loss_gen: 2.9299509525299072 (2.807010762153133) | > loss_kl: 1.4719380140304565 (1.712940212218992) | > loss_feat: 8.790628433227539 (8.416713668454078) | > loss_mel: 14.300521850585938 (13.630300998687744) | > loss_duration: 1.7331483364105225 (1.6897163717977461) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.226186752319336 (28.256681934479744) | > grad_norm_1: tensor(899.7516, device='cuda:0') (tensor(661.1788, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8506 (0.8464067905179916) | > loader_time: 0.0099 (0.009848083219220562)  --> TIME: 2025-05-09 13:37:35 -- STEP: 112/725 -- GLOBAL_STEP: 145300 | > loss_disc: 2.275420904159546 (2.219996582184519) | > loss_disc_real_0: 0.19233033061027527 (0.14168765828279517) | > loss_disc_real_1: 0.2019456923007965 (0.19392771114196103) | > loss_disc_real_2: 0.19120198488235474 (0.18920386037124048) | > loss_disc_real_3: 0.21714453399181366 (0.20521593067262853) | > loss_disc_real_4: 0.19121581315994263 (0.19967134137238776) | > loss_disc_real_5: 0.19823913276195526 (0.2032372806487339) | > loss_0: 2.275420904159546 (2.219996582184519) | > grad_norm_0: tensor(46.8416, device='cuda:0') (tensor(34.8090, device='cuda:0')) | > loss_gen: 2.7079291343688965 (2.7930144752774915) | > loss_kl: 1.7524996995925903 (1.7302689222352845) | > loss_feat: 7.987209320068359 (8.331261903047569) | > loss_mel: 13.01888370513916 (13.550247243472509) | > loss_duration: 1.6914491653442383 (1.6942678445151873) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.157970428466797 (28.099060314042227) | > grad_norm_1: tensor(939.7610, device='cuda:0') (tensor(712.6613, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8128 (0.8470863359315055) | > loader_time: 0.0095 (0.009813000048909873)  --> TIME: 2025-05-09 13:38:18 -- STEP: 162/725 -- GLOBAL_STEP: 145350 | > loss_disc: 2.1814496517181396 (2.1974518247592596) | > loss_disc_real_0: 0.1297839879989624 (0.1372983623985891) | > loss_disc_real_1: 0.17789916694164276 (0.19242203318410447) | > loss_disc_real_2: 0.19943642616271973 (0.1864538602071043) | > loss_disc_real_3: 0.19369658827781677 (0.2042456015392586) | > loss_disc_real_4: 0.19308671355247498 (0.1979287909688773) | > loss_disc_real_5: 0.2147923707962036 (0.20166771031088299) | > loss_0: 2.1814496517181396 (2.1974518247592596) | > grad_norm_0: tensor(20.4856, device='cuda:0') (tensor(35.4618, device='cuda:0')) | > loss_gen: 2.8302175998687744 (2.8121848047515505) | > loss_kl: 1.9705966711044312 (1.7284186666394457) | > loss_feat: 8.254222869873047 (8.419268310805895) | > loss_mel: 12.921975135803223 (13.595428613968837) | > loss_duration: 1.653963327407837 (1.6940452655156453) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.63097381591797 (28.249345638133857) | > grad_norm_1: tensor(694.2217, device='cuda:0') (tensor(734.8120, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8404 (0.8496517207887437) | > loader_time: 0.0097 (0.009850396050347225)  --> TIME: 2025-05-09 13:39:01 -- STEP: 212/725 -- GLOBAL_STEP: 145400 | > loss_disc: 2.169480800628662 (2.198057258466505) | > loss_disc_real_0: 0.1281125396490097 (0.13613516883046006) | > loss_disc_real_1: 0.1839737743139267 (0.1922981036862112) | > loss_disc_real_2: 0.18042196333408356 (0.1868498080041048) | > loss_disc_real_3: 0.21921738982200623 (0.20483650407701168) | > loss_disc_real_4: 0.21221330761909485 (0.19818498833842998) | > loss_disc_real_5: 0.22781075537204742 (0.20239582158765704) | > loss_0: 2.169480800628662 (2.198057258466505) | > grad_norm_0: tensor(34.4265, device='cuda:0') (tensor(35.1405, device='cuda:0')) | > loss_gen: 2.9025168418884277 (2.8056746327652133) | > loss_kl: 1.6506747007369995 (1.7363715340506356) | > loss_feat: 8.593189239501953 (8.387968616665534) | > loss_mel: 12.940404891967773 (13.571110702910513) | > loss_duration: 1.694026231765747 (1.6941061346036084) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.780813217163086 (28.195231671603217) | > grad_norm_1: tensor(933.4381, device='cuda:0') (tensor(748.2272, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8471 (0.8490572875400759) | > loader_time: 0.0099 (0.009862831178701148)  --> TIME: 2025-05-09 13:39:44 -- STEP: 262/725 -- GLOBAL_STEP: 145450 | > loss_disc: 2.2086472511291504 (2.201419029072041) | > loss_disc_real_0: 0.11677608639001846 (0.1358480075559089) | > loss_disc_real_1: 0.17748144268989563 (0.19268586412640926) | > loss_disc_real_2: 0.1932888925075531 (0.18760268873613295) | > loss_disc_real_3: 0.20751501619815826 (0.20479187562720466) | > loss_disc_real_4: 0.20128954946994781 (0.19826560797354648) | > loss_disc_real_5: 0.2311880886554718 (0.2023844843488613) | > loss_0: 2.2086472511291504 (2.201419029072041) | > grad_norm_0: tensor(13.9834, device='cuda:0') (tensor(35.3755, device='cuda:0')) | > loss_gen: 2.7390308380126953 (2.800194256178296) | > loss_kl: 1.7025413513183594 (1.7351861646157185) | > loss_feat: 7.953432559967041 (8.349941209982374) | > loss_mel: 14.108369827270508 (13.537364814117664) | > loss_duration: 1.6874396800994873 (1.6956769409980483) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.190813064575195 (28.118363416831905) | > grad_norm_1: tensor(682.8558, device='cuda:0') (tensor(759.7238, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8644 (0.8482884623622167) | > loader_time: 0.0103 (0.009862715961368939)  --> TIME: 2025-05-09 13:40:27 -- STEP: 312/725 -- GLOBAL_STEP: 145500 | > loss_disc: 2.0247974395751953 (2.2004024084561915) | > loss_disc_real_0: 0.08328663557767868 (0.1367938181098838) | > loss_disc_real_1: 0.17412489652633667 (0.19308780171932308) | > loss_disc_real_2: 0.1797502189874649 (0.18758027465679697) | > loss_disc_real_3: 0.1711491495370865 (0.20422101794527128) | > loss_disc_real_4: 0.14745359122753143 (0.19764822788345504) | > loss_disc_real_5: 0.21469397842884064 (0.202162568242504) | > loss_0: 2.0247974395751953 (2.2004024084561915) | > grad_norm_0: tensor(14.2077, device='cuda:0') (tensor(35.8027, device='cuda:0')) | > loss_gen: 3.0603621006011963 (2.802506595085829) | > loss_kl: 1.653934121131897 (1.7332033828282967) | > loss_feat: 9.940515518188477 (8.355686927453068) | > loss_mel: 14.9832124710083 (13.557333276822018) | > loss_duration: 1.6770923137664795 (1.6946964370898718) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.31511688232422 (28.143426650609726) | > grad_norm_1: tensor(783.6036, device='cuda:0') (tensor(758.4088, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8362 (0.8479739465774636) | > loader_time: 0.0096 (0.009852384145443257)  --> TIME: 2025-05-09 13:41:11 -- STEP: 362/725 -- GLOBAL_STEP: 145550 | > loss_disc: 2.0987319946289062 (2.2009547188137106) | > loss_disc_real_0: 0.11406370252370834 (0.136832249016393) | > loss_disc_real_1: 0.19244852662086487 (0.1930058141192678) | > loss_disc_real_2: 0.20029424130916595 (0.18774589488684135) | > loss_disc_real_3: 0.17641930282115936 (0.20414922337011737) | > loss_disc_real_4: 0.1922740787267685 (0.19802368399352652) | > loss_disc_real_5: 0.1960190236568451 (0.20194598332623742) | > loss_0: 2.0987319946289062 (2.2009547188137106) | > grad_norm_0: tensor(21.5698, device='cuda:0') (tensor(35.4169, device='cuda:0')) | > loss_gen: 2.9565889835357666 (2.79902958606488) | > loss_kl: 1.8874961137771606 (1.7362009985012243) | > loss_feat: 9.154374122619629 (8.338960737154633) | > loss_mel: 14.38331127166748 (13.515765738092075) | > loss_duration: 1.6363773345947266 (1.6936381541563008) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.01814842224121 (28.083595223189718) | > grad_norm_1: tensor(843.9855, device='cuda:0') (tensor(753.0518, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8505 (0.8483945631849175) | > loader_time: 0.0105 (0.009842731017434141)  --> TIME: 2025-05-09 13:41:54 -- STEP: 412/725 -- GLOBAL_STEP: 145600 | > loss_disc: 2.3581082820892334 (2.2042165117935077) | > loss_disc_real_0: 0.15125052630901337 (0.13767938232682292) | > loss_disc_real_1: 0.19444875419139862 (0.19347111522717375) | > loss_disc_real_2: 0.22047968208789825 (0.18766153842500105) | > loss_disc_real_3: 0.24727661907672882 (0.20422810674147698) | > loss_disc_real_4: 0.20306499302387238 (0.1984794379655018) | > loss_disc_real_5: 0.21488671004772186 (0.2017606432432109) | > loss_0: 2.3581082820892334 (2.2042165117935077) | > grad_norm_0: tensor(38.8681, device='cuda:0') (tensor(35.2950, device='cuda:0')) | > loss_gen: 2.66912579536438 (2.795361385183426) | > loss_kl: 1.6346603631973267 (1.738855761810414) | > loss_feat: 7.439023971557617 (8.321586460743143) | > loss_mel: 11.390596389770508 (13.483741864417363) | > loss_duration: 1.6763801574707031 (1.6939862954963765) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.80978775024414 (28.033531772280202) | > grad_norm_1: tensor(704.5820, device='cuda:0') (tensor(749.7792, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.851 (0.8484673644732504) | > loader_time: 0.0109 (0.009846833145734181)  --> TIME: 2025-05-09 13:42:38 -- STEP: 462/725 -- GLOBAL_STEP: 145650 | > loss_disc: 2.3638551235198975 (2.2044556592449993) | > loss_disc_real_0: 0.13071191310882568 (0.13739408483301413) | > loss_disc_real_1: 0.21173791587352753 (0.1933710056465941) | > loss_disc_real_2: 0.20465482771396637 (0.18763864388713583) | > loss_disc_real_3: 0.23765899240970612 (0.20444086406912124) | > loss_disc_real_4: 0.1981010138988495 (0.1984661123775816) | > loss_disc_real_5: 0.17229287326335907 (0.2019485857063557) | > loss_0: 2.3638551235198975 (2.2044556592449993) | > grad_norm_0: tensor(16.8455, device='cuda:0') (tensor(35.6089, device='cuda:0')) | > loss_gen: 2.5206494331359863 (2.7943035797639317) | > loss_kl: 1.5939761400222778 (1.7404208490342805) | > loss_feat: 6.390031814575195 (8.308932126858537) | > loss_mel: 12.46284294128418 (13.468622618423396) | > loss_duration: 1.7302714586257935 (1.6940466291976704) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.697771072387695 (28.006325808438387) | > grad_norm_1: tensor(614.8626, device='cuda:0') (tensor(745.9825, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.7961 (0.8494201599261463) | > loader_time: 0.0095 (0.009893419938686095)  --> TIME: 2025-05-09 13:43:22 -- STEP: 512/725 -- GLOBAL_STEP: 145700 | > loss_disc: 2.1657376289367676 (2.2044741355348374) | > loss_disc_real_0: 0.12543340027332306 (0.13749619724694648) | > loss_disc_real_1: 0.18226362764835358 (0.1932778925984166) | > loss_disc_real_2: 0.1822255551815033 (0.18748085488914507) | > loss_disc_real_3: 0.18031220138072968 (0.20452800230123103) | > loss_disc_real_4: 0.16475504636764526 (0.19850700878305355) | > loss_disc_real_5: 0.21505585312843323 (0.2024505686713382) | > loss_0: 2.1657376289367676 (2.2044741355348374) | > grad_norm_0: tensor(31.7416, device='cuda:0') (tensor(35.3650, device='cuda:0')) | > loss_gen: 2.675527572631836 (2.790984936989843) | > loss_kl: 1.8812247514724731 (1.7368199878837913) | > loss_feat: 7.989896297454834 (8.29464613646269) | > loss_mel: 12.87830638885498 (13.463856572285295) | > loss_duration: 1.6452722549438477 (1.6947377617470925) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.070228576660156 (27.98104539513588) | > grad_norm_1: tensor(743.4167, device='cuda:0') (tensor(747.5473, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8703 (0.8512659422121943) | > loader_time: 0.0101 (0.009898098185658458)  --> TIME: 2025-05-09 13:44:05 -- STEP: 562/725 -- GLOBAL_STEP: 145750 | > loss_disc: 2.3637828826904297 (2.2020902334583177) | > loss_disc_real_0: 0.13605841994285583 (0.1367192020460805) | > loss_disc_real_1: 0.21504975855350494 (0.1930542428086236) | > loss_disc_real_2: 0.18227818608283997 (0.18750399735580559) | > loss_disc_real_3: 0.22079326212406158 (0.20443232126825647) | > loss_disc_real_4: 0.24179236590862274 (0.19845728398536017) | > loss_disc_real_5: 0.20657339692115784 (0.20211038285090827) | > loss_0: 2.3637828826904297 (2.2020902334583177) | > grad_norm_0: tensor(29.9052, device='cuda:0') (tensor(35.4111, device='cuda:0')) | > loss_gen: 2.5379958152770996 (2.794323964899545) | > loss_kl: 1.6292811632156372 (1.737235765228068) | > loss_feat: 7.128615379333496 (8.305826545185889) | > loss_mel: 11.286833763122559 (13.468870334353733) | > loss_duration: 1.654087781906128 (1.6945554614067082) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.236814498901367 (28.00081204858962) | > grad_norm_1: tensor(170.6084, device='cuda:0') (tensor(745.9876, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8955 (0.8518797710696998) | > loader_time: 0.0098 (0.009895298404625729)  --> TIME: 2025-05-09 13:44:49 -- STEP: 612/725 -- GLOBAL_STEP: 145800 | > loss_disc: 2.04630184173584 (2.2017645907947427) | > loss_disc_real_0: 0.15366913378238678 (0.13664048783529814) | > loss_disc_real_1: 0.16146108508110046 (0.19305834907040095) | > loss_disc_real_2: 0.17430473864078522 (0.18765617678173221) | > loss_disc_real_3: 0.16445572674274445 (0.20447265724438474) | > loss_disc_real_4: 0.1826677918434143 (0.198446407305454) | > loss_disc_real_5: 0.18954862654209137 (0.20202788725203147) | > loss_0: 2.04630184173584 (2.2017645907947427) | > grad_norm_0: tensor(51.4528, device='cuda:0') (tensor(35.4442, device='cuda:0')) | > loss_gen: 2.9399778842926025 (2.793800067278295) | > loss_kl: 1.6941224336624146 (1.736113175847172) | > loss_feat: 8.970951080322266 (8.307872970898943) | > loss_mel: 14.424076080322266 (13.455459728739623) | > loss_duration: 1.6175117492675781 (1.6938587814764259) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.646638870239258 (27.98710470261915) | > grad_norm_1: tensor(1058.6118, device='cuda:0') (tensor(749.9634, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8079 (0.8519965164801655) | > loader_time: 0.0086 (0.009891221336289955)  --> TIME: 2025-05-09 13:45:32 -- STEP: 662/725 -- GLOBAL_STEP: 145850 | > loss_disc: 2.025175094604492 (2.2018440576478424) | > loss_disc_real_0: 0.07687406241893768 (0.13666645299046787) | > loss_disc_real_1: 0.20717695355415344 (0.19321069828152998) | > loss_disc_real_2: 0.18339428305625916 (0.18765178041425704) | > loss_disc_real_3: 0.18294763565063477 (0.2044113426950404) | > loss_disc_real_4: 0.19148503243923187 (0.19841694773323926) | > loss_disc_real_5: 0.1466260552406311 (0.20221955815380785) | > loss_0: 2.025175094604492 (2.2018440576478424) | > grad_norm_0: tensor(21.9919, device='cuda:0') (tensor(35.4207, device='cuda:0')) | > loss_gen: 3.0963807106018066 (2.793589825356476) | > loss_kl: 1.6856838464736938 (1.7381106847362575) | > loss_feat: 9.834720611572266 (8.309046330408743) | > loss_mel: 14.858896255493164 (13.46341501189863) | > loss_duration: 1.6917448043823242 (1.6943694019965896) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.16742706298828 (27.99853123494864) | > grad_norm_1: tensor(948.1146, device='cuda:0') (tensor(750.3634, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8757 (0.8513848525879968) | > loader_time: 0.0105 (0.009876898768445158)  --> TIME: 2025-05-09 13:46:15 -- STEP: 712/725 -- GLOBAL_STEP: 145900 | > loss_disc: 2.148474931716919 (2.2026629769400263) | > loss_disc_real_0: 0.11910916864871979 (0.13688134996408818) | > loss_disc_real_1: 0.19207030534744263 (0.19329647240595185) | > loss_disc_real_2: 0.19577816128730774 (0.18771256973150724) | > loss_disc_real_3: 0.20160143077373505 (0.20446651416380765) | > loss_disc_real_4: 0.20031753182411194 (0.1984738672800946) | > loss_disc_real_5: 0.19357265532016754 (0.2020996264652924) | > loss_0: 2.148474931716919 (2.2026629769400263) | > grad_norm_0: tensor(34.4469, device='cuda:0') (tensor(35.2292, device='cuda:0')) | > loss_gen: 2.7752246856689453 (2.7937124471985904) | > loss_kl: 1.8012113571166992 (1.7377235343617) | > loss_feat: 8.076982498168945 (8.311037243751981) | > loss_mel: 13.851360321044922 (13.465964587886685) | > loss_duration: 1.7050553560256958 (1.6940920190529878) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.2098331451416 (28.002529814002205) | > grad_norm_1: tensor(488.5782, device='cuda:0') (tensor(745.9500, device='cuda:0')) | > current_lr_0: 0.00019660394942564837 | > current_lr_1: 0.00019660394942564837 | > step_time: 0.8256 (0.8512154482723624) | > loader_time: 0.0096 (0.00986103261454721)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.187058448791504 (2.187058448791504) | > loss_disc_real_0: 0.11358769983053207 (0.11358769983053207) | > loss_disc_real_1: 0.1769157201051712 (0.1769157201051712) | > loss_disc_real_2: 0.16620247066020966 (0.16620247066020966) | > loss_disc_real_3: 0.20349302887916565 (0.20349302887916565) | > loss_disc_real_4: 0.23446021974086761 (0.23446021974086761) | > loss_disc_real_5: 0.22403869032859802 (0.22403869032859802) | > loss_0: 2.187058448791504 (2.187058448791504) | > loss_gen: 2.694216728210449 (2.694216728210449) | > loss_kl: 2.0056166648864746 (2.0056166648864746) | > loss_feat: 8.501087188720703 (8.501087188720703) | > loss_mel: 14.085275650024414 (14.085275650024414) | > loss_duration: 1.683424711227417 (1.683424711227417) | > loss_1: 28.969621658325195 (28.969621658325195)  --> STEP: 1 | > loss_disc: 2.144012451171875 (2.144012451171875) | > loss_disc_real_0: 0.11492668092250824 (0.11492668092250824) | > loss_disc_real_1: 0.17579448223114014 (0.17579448223114014) | > loss_disc_real_2: 0.18178391456604004 (0.18178391456604004) | > loss_disc_real_3: 0.192312553524971 (0.192312553524971) | > loss_disc_real_4: 0.24616891145706177 (0.24616891145706177) | > loss_disc_real_5: 0.22030846774578094 (0.22030846774578094) | > loss_0: 2.144012451171875 (2.144012451171875) | > loss_gen: 2.7823126316070557 (2.7823126316070557) | > loss_kl: 2.1098129749298096 (2.1098129749298096) | > loss_feat: 7.990563869476318 (7.990563869476318) | > loss_mel: 13.888195037841797 (13.888195037841797) | > loss_duration: 1.7740089893341064 (1.7740089893341064) | > loss_1: 28.544893264770508 (28.544893264770508)  --> STEP: 2 | > loss_disc: 2.251084566116333 (2.197548508644104) | > loss_disc_real_0: 0.1167980507016182 (0.11586236581206322) | > loss_disc_real_1: 0.18903474509716034 (0.18241461366415024) | > loss_disc_real_2: 0.18684914708137512 (0.18431653082370758) | > loss_disc_real_3: 0.2127566784620285 (0.20253461599349976) | > loss_disc_real_4: 0.26547178626060486 (0.2558203488588333) | > loss_disc_real_5: 0.24598921835422516 (0.23314884305000305) | > loss_0: 2.251084566116333 (2.197548508644104) | > loss_gen: 2.739499092102051 (2.7609058618545532) | > loss_kl: 1.8989381790161133 (2.0043755769729614) | > loss_feat: 7.875054836273193 (7.932809352874756) | > loss_mel: 14.164935111999512 (14.026565074920654) | > loss_duration: 1.834822416305542 (1.8044157028198242) | > loss_1: 28.513246536254883 (28.529069900512695)  --> STEP: 3 | > loss_disc: 2.321781873703003 (2.238959630330404) | > loss_disc_real_0: 0.14234304428100586 (0.1246892586350441) | > loss_disc_real_1: 0.17904241383075714 (0.1812905470530192) | > loss_disc_real_2: 0.1825161576271057 (0.1837164064248403) | > loss_disc_real_3: 0.19917833805084229 (0.2014158566792806) | > loss_disc_real_4: 0.245873361825943 (0.25250468651453656) | > loss_disc_real_5: 0.20632804930210114 (0.22420857846736908) | > loss_0: 2.321781873703003 (2.238959630330404) | > loss_gen: 2.506653070449829 (2.676154931386312) | > loss_kl: 1.917306900024414 (1.975352684656779) | > loss_feat: 6.584813594818115 (7.483477433522542) | > loss_mel: 11.32526969909668 (13.12613328297933) | > loss_duration: 1.7755045890808105 (1.7947786649068196) | > loss_1: 24.109548568725586 (27.055896123250324)  --> STEP: 4 | > loss_disc: 2.0721755027770996 (2.1972635984420776) | > loss_disc_real_0: 0.10031543672084808 (0.1185958031564951) | > loss_disc_real_1: 0.1527242660522461 (0.17414897680282593) | > loss_disc_real_2: 0.15477675199508667 (0.17648149281740189) | > loss_disc_real_3: 0.21565839648246765 (0.20497649163007736) | > loss_disc_real_4: 0.2620927393436432 (0.2549016997218132) | > loss_disc_real_5: 0.2776724100112915 (0.23757453635334969) | > loss_0: 2.0721755027770996 (2.1972635984420776) | > loss_gen: 3.062290668487549 (2.772688865661621) | > loss_kl: 1.9163756370544434 (1.960608422756195) | > loss_feat: 10.239540100097656 (8.17249310016632) | > loss_mel: 16.207839965820312 (13.896559953689575) | > loss_duration: 1.7330766916275024 (1.7793531715869904) | > loss_1: 33.159122467041016 (28.581702709197998) --> EVAL PERFORMANCE | > avg_loader_time: 0.3066962957382202 (+0.02537381649017334) | > avg_loss_disc: 2.1972635984420776 (-0.18073302507400513) | > avg_loss_disc_real_0: 0.1185958031564951 (-0.037901049479842186) | > avg_loss_disc_real_1: 0.17414897680282593 (-0.0354616641998291) | > avg_loss_disc_real_2: 0.17648149281740189 (-0.11429646611213684) | > avg_loss_disc_real_3: 0.20497649163007736 (+0.0006307996809482574) | > avg_loss_disc_real_4: 0.2549016997218132 (+0.0038257092237472534) | > avg_loss_disc_real_5: 0.23757453635334969 (+0.01898125559091568) | > avg_loss_0: 2.1972635984420776 (-0.18073302507400513) | > avg_loss_gen: 2.772688865661621 (+0.0822669267654419) | > avg_loss_kl: 1.960608422756195 (-0.011554718017578125) | > avg_loss_feat: 8.17249310016632 (+0.028479576110839844) | > avg_loss_mel: 13.896559953689575 (-0.32625246047973633) | > avg_loss_duration: 1.7793531715869904 (-0.006431788206100464) | > avg_loss_1: 28.581702709197998 (-0.23349380493164062)  > EPOCH: 138/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 13:46:32)   --> TIME: 2025-05-09 13:47:07 -- STEP: 37/725 -- GLOBAL_STEP: 145950 | > loss_disc: 2.130793333053589 (2.228253209913099) | > loss_disc_real_0: 0.09389052540063858 (0.14096082505342122) | > loss_disc_real_1: 0.17854303121566772 (0.196449661174336) | > loss_disc_real_2: 0.16750730574131012 (0.19166505054847613) | > loss_disc_real_3: 0.1791411191225052 (0.20496238526460286) | > loss_disc_real_4: 0.19872057437896729 (0.19870942347758525) | > loss_disc_real_5: 0.1915968358516693 (0.2039984166622162) | > loss_0: 2.130793333053589 (2.228253209913099) | > grad_norm_0: tensor(49.3345, device='cuda:0') (tensor(37.5111, device='cuda:0')) | > loss_gen: 2.9584543704986572 (2.7563931684236267) | > loss_kl: 1.6824123859405518 (1.7303260210398081) | > loss_feat: 8.991098403930664 (8.180612615636877) | > loss_mel: 14.024383544921875 (13.129014169847643) | > loss_duration: 1.6920393705368042 (1.6912940386179331) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.348388671875 (27.48764017465952) | > grad_norm_1: tensor(1028.6085, device='cuda:0') (tensor(745.3536, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8554 (0.8540633498011408) | > loader_time: 0.01 (0.010483445347966375)  --> TIME: 2025-05-09 13:47:50 -- STEP: 87/725 -- GLOBAL_STEP: 146000 | > loss_disc: 2.260836362838745 (2.2131065774237975) | > loss_disc_real_0: 0.1704397052526474 (0.13775345991397733) | > loss_disc_real_1: 0.16078424453735352 (0.19582281818335084) | > loss_disc_real_2: 0.1927083283662796 (0.1892502074954153) | > loss_disc_real_3: 0.20702064037322998 (0.20709979962343458) | > loss_disc_real_4: 0.1993427723646164 (0.19825441981184072) | > loss_disc_real_5: 0.17128033936023712 (0.20259312685878794) | > loss_0: 2.260836362838745 (2.2131065774237975) | > grad_norm_0: tensor(20.2431, device='cuda:0') (tensor(36.2143, device='cuda:0')) | > loss_gen: 2.4906396865844727 (2.7765787278098624) | > loss_kl: 1.8139458894729614 (1.7271959206153606) | > loss_feat: 7.302310943603516 (8.228094265378754) | > loss_mel: 12.659974098205566 (13.224692158315374) | > loss_duration: 1.6679840087890625 (1.6945264407958105) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.934852600097656 (27.651087530728045) | > grad_norm_1: tensor(464.2207, device='cuda:0') (tensor(732.7687, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8413 (0.8519357483962486) | > loader_time: 0.0095 (0.010190358107117402) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_146000.pth  --> TIME: 2025-05-09 13:48:36 -- STEP: 137/725 -- GLOBAL_STEP: 146050 | > loss_disc: 2.166276216506958 (2.1973992490420375) | > loss_disc_real_0: 0.14897754788398743 (0.135781536572171) | > loss_disc_real_1: 0.20515616238117218 (0.19466394523199457) | > loss_disc_real_2: 0.17026130855083466 (0.18714417060361285) | > loss_disc_real_3: 0.20065133273601532 (0.2059003993542525) | > loss_disc_real_4: 0.16745637357234955 (0.1970607510013302) | > loss_disc_real_5: 0.18802759051322937 (0.19976015095293084) | > loss_0: 2.166276216506958 (2.1973992490420375) | > grad_norm_0: tensor(43.0793, device='cuda:0') (tensor(36.4669, device='cuda:0')) | > loss_gen: 2.7362990379333496 (2.7990621719917237) | > loss_kl: 1.7384506464004517 (1.7221995444193374) | > loss_feat: 8.492966651916504 (8.319134489463194) | > loss_mel: 13.451231002807617 (13.307850761135128) | > loss_duration: 1.6759753227233887 (1.6950526750870865) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.09492301940918 (27.843299726500128) | > grad_norm_1: tensor(360.4089, device='cuda:0') (tensor(729.9131, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8203 (0.8547101786536891) | > loader_time: 0.0109 (0.010142307211882877)  --> TIME: 2025-05-09 13:49:19 -- STEP: 187/725 -- GLOBAL_STEP: 146100 | > loss_disc: 2.1453959941864014 (2.195966567585175) | > loss_disc_real_0: 0.1314333826303482 (0.13605398605054714) | > loss_disc_real_1: 0.1908838301897049 (0.19387285220113035) | > loss_disc_real_2: 0.20055636763572693 (0.1869661549833369) | > loss_disc_real_3: 0.1894700527191162 (0.20549497964547914) | > loss_disc_real_4: 0.1685509979724884 (0.197285046472269) | > loss_disc_real_5: 0.19083786010742188 (0.20015553883052764) | > loss_0: 2.1453959941864014 (2.195966567585175) | > grad_norm_0: tensor(19.8947, device='cuda:0') (tensor(36.6371, device='cuda:0')) | > loss_gen: 2.749203681945801 (2.8003166537871342) | > loss_kl: 1.7603697776794434 (1.7354193211876772) | > loss_feat: 8.595551490783691 (8.349619584925037) | > loss_mel: 13.891242027282715 (13.389569262132287) | > loss_duration: 1.7108135223388672 (1.6956830515581018) | > amp_scaler: 128.0 (143.05882352941174) | > loss_1: 28.707178115844727 (27.970607941163415) | > grad_norm_1: tensor(833.4127, device='cuda:0') (tensor(741.9982, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8402 (0.8517418009712097) | > loader_time: 0.0095 (0.010156984635215392)  --> TIME: 2025-05-09 13:50:02 -- STEP: 237/725 -- GLOBAL_STEP: 146150 | > loss_disc: 2.180380344390869 (2.196531674026942) | > loss_disc_real_0: 0.14796112477779388 (0.1360670170955016) | > loss_disc_real_1: 0.20737673342227936 (0.19364338566230826) | > loss_disc_real_2: 0.19092698395252228 (0.18663273569400804) | > loss_disc_real_3: 0.21097177267074585 (0.20521986849197352) | > loss_disc_real_4: 0.17122334241867065 (0.1971508563822332) | > loss_disc_real_5: 0.21973861753940582 (0.2014792466591179) | > loss_0: 2.180380344390869 (2.196531674026942) | > grad_norm_0: tensor(35.3188, device='cuda:0') (tensor(36.3274, device='cuda:0')) | > loss_gen: 2.866135358810425 (2.7956985008867488) | > loss_kl: 1.9459892511367798 (1.7365802606952845) | > loss_feat: 7.863347053527832 (8.35246292951238) | > loss_mel: 13.32242202758789 (13.38625495041473) | > loss_duration: 1.6935899257659912 (1.6960846834544894) | > amp_scaler: 128.0 (139.88185654008444) | > loss_1: 27.691484451293945 (27.9670813757659) | > grad_norm_1: tensor(671.8805, device='cuda:0') (tensor(750.2842, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8171 (0.8511516172674638) | > loader_time: 0.0091 (0.010202608028041663)  --> TIME: 2025-05-09 13:50:44 -- STEP: 287/725 -- GLOBAL_STEP: 146200 | > loss_disc: 2.049793243408203 (2.2006151011596593) | > loss_disc_real_0: 0.09087806940078735 (0.13620491133749707) | > loss_disc_real_1: 0.1815725862979889 (0.19341994084755304) | > loss_disc_real_2: 0.19398829340934753 (0.18759621534405688) | > loss_disc_real_3: 0.20124265551567078 (0.20517626352841847) | > loss_disc_real_4: 0.21768666803836823 (0.19758048191510846) | > loss_disc_real_5: 0.15102742612361908 (0.20208267395089313) | > loss_0: 2.049793243408203 (2.2006151011596593) | > grad_norm_0: tensor(21.4037, device='cuda:0') (tensor(35.3727, device='cuda:0')) | > loss_gen: 2.9590420722961426 (2.7910643421399053) | > loss_kl: 1.6767759323120117 (1.7389758949911136) | > loss_feat: 9.78165054321289 (8.324980091134847) | > loss_mel: 14.792720794677734 (13.378766697873637) | > loss_duration: 1.7091681957244873 (1.6970077865215127) | > amp_scaler: 128.0 (137.8118466898955) | > loss_1: 30.919357299804688 (27.930794845474722) | > grad_norm_1: tensor(1010.1664, device='cuda:0') (tensor(734.0862, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8064 (0.8480910374312449) | > loader_time: 0.0095 (0.0101318874425589)  --> TIME: 2025-05-09 13:51:27 -- STEP: 337/725 -- GLOBAL_STEP: 146250 | > loss_disc: 2.120054006576538 (2.2028713969165596) | > loss_disc_real_0: 0.1130739375948906 (0.13662230862354313) | > loss_disc_real_1: 0.16688977181911469 (0.19336430211095507) | > loss_disc_real_2: 0.1847337931394577 (0.18758106488148613) | > loss_disc_real_3: 0.1989145129919052 (0.20518554888599355) | > loss_disc_real_4: 0.1868722140789032 (0.19775149181971563) | > loss_disc_real_5: 0.1811315417289734 (0.20277741405482816) | > loss_0: 2.120054006576538 (2.2028713969165596) | > grad_norm_0: tensor(11.1734, device='cuda:0') (tensor(35.2960, device='cuda:0')) | > loss_gen: 2.905986785888672 (2.788292151884084) | > loss_kl: 1.6929190158843994 (1.737963874191488) | > loss_feat: 9.208661079406738 (8.310279295777) | > loss_mel: 14.649611473083496 (13.355168226564674) | > loss_duration: 1.6760549545288086 (1.6964523360707993) | > amp_scaler: 128.0 (136.35608308605353) | > loss_1: 30.13323211669922 (27.88815593436493) | > grad_norm_1: tensor(783.6381, device='cuda:0') (tensor(734.9615, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8775 (0.8473429085592842) | > loader_time: 0.0098 (0.010092936920482961)  --> TIME: 2025-05-09 13:52:10 -- STEP: 387/725 -- GLOBAL_STEP: 146300 | > loss_disc: 2.3081648349761963 (2.2007216193571275) | > loss_disc_real_0: 0.10675876587629318 (0.13599450381843314) | > loss_disc_real_1: 0.21476934850215912 (0.1934299271082078) | > loss_disc_real_2: 0.21539033949375153 (0.18761510912146068) | > loss_disc_real_3: 0.21481013298034668 (0.20497366909216852) | > loss_disc_real_4: 0.2088753879070282 (0.1978335806411674) | > loss_disc_real_5: 0.23770102858543396 (0.20246276355683032) | > loss_0: 2.3081648349761963 (2.2007216193571275) | > grad_norm_0: tensor(20.2554, device='cuda:0') (tensor(35.6318, device='cuda:0')) | > loss_gen: 2.6627349853515625 (2.792770098038114) | > loss_kl: 1.8058996200561523 (1.7439317496864062) | > loss_feat: 7.607631206512451 (8.334896378430901) | > loss_mel: 13.271138191223145 (13.407298903748663) | > loss_duration: 1.7685877084732056 (1.6964480652057539) | > amp_scaler: 128.0 (135.27648578811366) | > loss_1: 27.115991592407227 (27.975345237002507) | > grad_norm_1: tensor(777.4954, device='cuda:0') (tensor(743.8868, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8494 (0.8472602145616398) | > loader_time: 0.0098 (0.010113648357933495)  --> TIME: 2025-05-09 13:52:53 -- STEP: 437/725 -- GLOBAL_STEP: 146350 | > loss_disc: 2.0183300971984863 (2.2019442235305067) | > loss_disc_real_0: 0.14675050973892212 (0.13678407614509366) | > loss_disc_real_1: 0.17666172981262207 (0.19362586034244483) | > loss_disc_real_2: 0.15051068365573883 (0.1874846062480176) | > loss_disc_real_3: 0.169793501496315 (0.20464599681527995) | > loss_disc_real_4: 0.24465426802635193 (0.19789270350807592) | > loss_disc_real_5: 0.19144845008850098 (0.2021687668098192) | > loss_0: 2.0183300971984863 (2.2019442235305067) | > grad_norm_0: tensor(41.5229, device='cuda:0') (tensor(36.2868, device='cuda:0')) | > loss_gen: 3.1419177055358887 (2.79323991485264) | > loss_kl: 1.9054263830184937 (1.744232846615789) | > loss_feat: 9.924176216125488 (8.32680749674956) | > loss_mel: 14.550599098205566 (13.41062671478062) | > loss_duration: 1.6662617921829224 (1.6963569823337092) | > amp_scaler: 128.0 (134.44393592677343) | > loss_1: 31.18838119506836 (27.971263985884818) | > grad_norm_1: tensor(649.0522, device='cuda:0') (tensor(747.8735, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8607 (0.846601578954701) | > loader_time: 0.0105 (0.01012789030096896)  --> TIME: 2025-05-09 13:53:36 -- STEP: 487/725 -- GLOBAL_STEP: 146400 | > loss_disc: 2.456435203552246 (2.2054364965192113) | > loss_disc_real_0: 0.13504761457443237 (0.13706953159592725) | > loss_disc_real_1: 0.2273125946521759 (0.19384280810977894) | > loss_disc_real_2: 0.19504867494106293 (0.188146191670175) | > loss_disc_real_3: 0.22037284076213837 (0.20494271025398186) | > loss_disc_real_4: 0.23135143518447876 (0.19792489159768123) | > loss_disc_real_5: 0.19620268046855927 (0.2023716629224636) | > loss_0: 2.456435203552246 (2.2054364965192113) | > grad_norm_0: tensor(14.8068, device='cuda:0') (tensor(36.1155, device='cuda:0')) | > loss_gen: 2.3708372116088867 (2.789119980418462) | > loss_kl: 1.7494553327560425 (1.749788044414481) | > loss_feat: 6.02512264251709 (8.30735898850145) | > loss_mel: 11.013883590698242 (13.407313656268423) | > loss_duration: 1.701906442642212 (1.6973456408698455) | > amp_scaler: 128.0 (133.78234086242298) | > loss_1: 22.861204147338867 (27.950926336174874) | > grad_norm_1: tensor(513.4825, device='cuda:0') (tensor(743.4805, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8168 (0.8457342706911373) | > loader_time: 0.0092 (0.010098279624014661)  --> TIME: 2025-05-09 13:54:19 -- STEP: 537/725 -- GLOBAL_STEP: 146450 | > loss_disc: 2.2729268074035645 (2.2041236757122173) | > loss_disc_real_0: 0.15914469957351685 (0.13664301125474926) | > loss_disc_real_1: 0.24377447366714478 (0.19368768065779354) | > loss_disc_real_2: 0.2014968991279602 (0.18807798579640453) | > loss_disc_real_3: 0.20479673147201538 (0.20477134363944305) | > loss_disc_real_4: 0.19678334891796112 (0.1979377930168777) | > loss_disc_real_5: 0.22225598990917206 (0.2023743553923051) | > loss_0: 2.2729268074035645 (2.2041236757122173) | > grad_norm_0: tensor(21.0135, device='cuda:0') (tensor(36.1064, device='cuda:0')) | > loss_gen: 2.6955583095550537 (2.792319152164281) | > loss_kl: 1.5949198007583618 (1.7496699196888303) | > loss_feat: 7.263856410980225 (8.318857304876744) | > loss_mel: 11.258005142211914 (13.417026565949566) | > loss_duration: 1.7211474180221558 (1.6981256638603281) | > amp_scaler: 128.0 (133.243947858473) | > loss_1: 24.53348731994629 (27.975998620969186) | > grad_norm_1: tensor(601.6301, device='cuda:0') (tensor(739.8821, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.834 (0.8456417644046096) | > loader_time: 0.0091 (0.010107943909572264)  --> TIME: 2025-05-09 13:55:02 -- STEP: 587/725 -- GLOBAL_STEP: 146500 | > loss_disc: 2.2006044387817383 (2.2047020164421514) | > loss_disc_real_0: 0.10029570758342743 (0.13661440906116465) | > loss_disc_real_1: 0.17604714632034302 (0.1936839912880016) | > loss_disc_real_2: 0.14456744492053986 (0.18801210399279197) | > loss_disc_real_3: 0.20314697921276093 (0.20469117606315745) | > loss_disc_real_4: 0.18835675716400146 (0.19820100041122216) | > loss_disc_real_5: 0.19010894000530243 (0.20229944688294976) | > loss_0: 2.2006044387817383 (2.2047020164421514) | > grad_norm_0: tensor(24.7719, device='cuda:0') (tensor(36.2197, device='cuda:0')) | > loss_gen: 2.791616201400757 (2.7908481483362) | > loss_kl: 1.6000059843063354 (1.7477169489738684) | > loss_feat: 8.567584991455078 (8.30824278241731) | > loss_mel: 13.891825675964355 (13.398279708329413) | > loss_duration: 1.693076252937317 (1.6979850144768085) | > amp_scaler: 128.0 (132.79727427597962) | > loss_1: 28.544111251831055 (27.943072629340474) | > grad_norm_1: tensor(523.7383, device='cuda:0') (tensor(745.8517, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8511 (0.845270889174999) | > loader_time: 0.0105 (0.01008468632803661)  --> TIME: 2025-05-09 13:55:44 -- STEP: 637/725 -- GLOBAL_STEP: 146550 | > loss_disc: 2.1846864223480225 (2.205110309823903) | > loss_disc_real_0: 0.13744501769542694 (0.13683849955606311) | > loss_disc_real_1: 0.19000005722045898 (0.19379733528596832) | > loss_disc_real_2: 0.18357966840267181 (0.18819759606005068) | > loss_disc_real_3: 0.21731387078762054 (0.20468446032218693) | > loss_disc_real_4: 0.19619117677211761 (0.19802748111297425) | > loss_disc_real_5: 0.19780333340168 (0.202629863209964) | > loss_0: 2.1846864223480225 (2.205110309823903) | > grad_norm_0: tensor(42.5496, device='cuda:0') (tensor(35.8729, device='cuda:0')) | > loss_gen: 2.7714459896087646 (2.7882986203467652) | > loss_kl: 1.7601715326309204 (1.7452433446138582) | > loss_feat: 8.83110523223877 (8.295337331164008) | > loss_mel: 13.884580612182617 (13.396597124156617) | > loss_duration: 1.662975788116455 (1.6980027267285382) | > amp_scaler: 128.0 (132.4207221350079) | > loss_1: 28.9102783203125 (27.923479179011046) | > grad_norm_1: tensor(1020.8280, device='cuda:0') (tensor(747.1838, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.835 (0.8449721111794656) | > loader_time: 0.0106 (0.010084841651856611)  --> TIME: 2025-05-09 13:56:27 -- STEP: 687/725 -- GLOBAL_STEP: 146600 | > loss_disc: 2.1946983337402344 (2.2051630549382253) | > loss_disc_real_0: 0.12086979299783707 (0.13702285904681324) | > loss_disc_real_1: 0.18812230229377747 (0.19369004499790804) | > loss_disc_real_2: 0.19398483633995056 (0.1884188322564574) | > loss_disc_real_3: 0.21643812954425812 (0.2045614969478771) | > loss_disc_real_4: 0.16816188395023346 (0.19798737740499314) | > loss_disc_real_5: 0.19412429630756378 (0.20260711356975805) | > loss_0: 2.1946983337402344 (2.2051630549382253) | > grad_norm_0: tensor(41.9309, device='cuda:0') (tensor(36.1497, device='cuda:0')) | > loss_gen: 2.776644229888916 (2.789199156879164) | > loss_kl: 1.5021932125091553 (1.742234342830497) | > loss_feat: 8.99007797241211 (8.29505400053798) | > loss_mel: 13.541807174682617 (13.396095861687579) | > loss_duration: 1.6988604068756104 (1.6981255173509644) | > amp_scaler: 128.0 (132.09898107714707) | > loss_1: 28.50958251953125 (27.92070889646484) | > grad_norm_1: tensor(1054.9622, device='cuda:0') (tensor(748.3317, device='cuda:0')) | > current_lr_0: 0.00019657937393197016 | > current_lr_1: 0.00019657937393197016 | > step_time: 0.8495 (0.8444772006122306) | > loader_time: 0.0107 (0.010082593651317605)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2179224491119385 (2.2179224491119385) | > loss_disc_real_0: 0.13610443472862244 (0.13610443472862244) | > loss_disc_real_1: 0.2063707411289215 (0.2063707411289215) | > loss_disc_real_2: 0.1649223119020462 (0.1649223119020462) | > loss_disc_real_3: 0.2190648913383484 (0.2190648913383484) | > loss_disc_real_4: 0.2281634509563446 (0.2281634509563446) | > loss_disc_real_5: 0.21806533634662628 (0.21806533634662628) | > loss_0: 2.2179224491119385 (2.2179224491119385) | > loss_gen: 2.726616859436035 (2.726616859436035) | > loss_kl: 1.9473167657852173 (1.9473167657852173) | > loss_feat: 8.804611206054688 (8.804611206054688) | > loss_mel: 15.047449111938477 (15.047449111938477) | > loss_duration: 1.6832702159881592 (1.6832702159881592) | > loss_1: 30.20926284790039 (30.20926284790039)  --> STEP: 1 | > loss_disc: 2.2358908653259277 (2.2358908653259277) | > loss_disc_real_0: 0.13623210787773132 (0.13623210787773132) | > loss_disc_real_1: 0.21385928988456726 (0.21385928988456726) | > loss_disc_real_2: 0.17768612504005432 (0.17768612504005432) | > loss_disc_real_3: 0.20097443461418152 (0.20097443461418152) | > loss_disc_real_4: 0.2168705314397812 (0.2168705314397812) | > loss_disc_real_5: 0.22243988513946533 (0.22243988513946533) | > loss_0: 2.2358908653259277 (2.2358908653259277) | > loss_gen: 2.600525379180908 (2.600525379180908) | > loss_kl: 2.124213695526123 (2.124213695526123) | > loss_feat: 7.746490478515625 (7.746490478515625) | > loss_mel: 13.900382995605469 (13.900382995605469) | > loss_duration: 1.7702605724334717 (1.7702605724334717) | > loss_1: 28.14187240600586 (28.14187240600586)  --> STEP: 2 | > loss_disc: 2.1751716136932373 (2.2055312395095825) | > loss_disc_real_0: 0.13116753101348877 (0.13369981944561005) | > loss_disc_real_1: 0.18335001170635223 (0.19860465079545975) | > loss_disc_real_2: 0.15608856081962585 (0.1668873429298401) | > loss_disc_real_3: 0.2198398858308792 (0.21040716022253036) | > loss_disc_real_4: 0.22438541054725647 (0.22062797099351883) | > loss_disc_real_5: 0.25127410888671875 (0.23685699701309204) | > loss_0: 2.1751716136932373 (2.2055312395095825) | > loss_gen: 2.7838897705078125 (2.6922075748443604) | > loss_kl: 2.0105128288269043 (2.0673632621765137) | > loss_feat: 8.982840538024902 (8.364665508270264) | > loss_mel: 15.14317512512207 (14.52177906036377) | > loss_duration: 1.7994704246520996 (1.7848654985427856) | > loss_1: 30.71988868713379 (29.430880546569824)  --> STEP: 3 | > loss_disc: 2.36856746673584 (2.2598766485850015) | > loss_disc_real_0: 0.13848093152046204 (0.1352935234705607) | > loss_disc_real_1: 0.22565871477127075 (0.20762267212073007) | > loss_disc_real_2: 0.1790057122707367 (0.17092679937680563) | > loss_disc_real_3: 0.21795402467250824 (0.21292278170585632) | > loss_disc_real_4: 0.24583642184734344 (0.2290307879447937) | > loss_disc_real_5: 0.23394840955734253 (0.23588746786117554) | > loss_0: 2.36856746673584 (2.2598766485850015) | > loss_gen: 2.445521354675293 (2.6099788347880044) | > loss_kl: 1.9995414018630981 (2.044755975405375) | > loss_feat: 7.01211404800415 (7.913815021514893) | > loss_mel: 13.107739448547363 (14.050432523091635) | > loss_duration: 1.7943341732025146 (1.788021723429362) | > loss_1: 26.3592529296875 (28.407004674275715)  --> STEP: 4 | > loss_disc: 2.1107234954833984 (2.222588360309601) | > loss_disc_real_0: 0.09911501407623291 (0.12624889612197876) | > loss_disc_real_1: 0.2007635086774826 (0.2059078812599182) | > loss_disc_real_2: 0.14770269393920898 (0.16512077301740646) | > loss_disc_real_3: 0.2031804323196411 (0.21048719435930252) | > loss_disc_real_4: 0.23526133596897125 (0.2305884249508381) | > loss_disc_real_5: 0.21922056376934052 (0.23172074183821678) | > loss_0: 2.1107234954833984 (2.222588360309601) | > loss_gen: 2.789447546005249 (2.6548460125923157) | > loss_kl: 2.1984732151031494 (2.0831852853298187) | > loss_feat: 9.11107349395752 (8.21312963962555) | > loss_mel: 15.617825508117676 (14.442280769348145) | > loss_duration: 1.7392405271530151 (1.7758264243602753) | > loss_1: 31.4560604095459 (29.16926860809326) --> EVAL PERFORMANCE | > avg_loader_time: 0.30569571256637573 (-0.0010005831718444824) | > avg_loss_disc: 2.222588360309601 (+0.025324761867523193) | > avg_loss_disc_real_0: 0.12624889612197876 (+0.0076530929654836655) | > avg_loss_disc_real_1: 0.2059078812599182 (+0.031758904457092285) | > avg_loss_disc_real_2: 0.16512077301740646 (-0.011360719799995422) | > avg_loss_disc_real_3: 0.21048719435930252 (+0.005510702729225159) | > avg_loss_disc_real_4: 0.2305884249508381 (-0.024313274770975113) | > avg_loss_disc_real_5: 0.23172074183821678 (-0.005853794515132904) | > avg_loss_0: 2.222588360309601 (+0.025324761867523193) | > avg_loss_gen: 2.6548460125923157 (-0.11784285306930542) | > avg_loss_kl: 2.0831852853298187 (+0.12257686257362366) | > avg_loss_feat: 8.21312963962555 (+0.040636539459228516) | > avg_loss_mel: 14.442280769348145 (+0.5457208156585693) | > avg_loss_duration: 1.7758264243602753 (-0.003526747226715088) | > avg_loss_1: 29.16926860809326 (+0.5875658988952637)  > EPOCH: 139/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 13:57:06)   --> TIME: 2025-05-09 13:57:19 -- STEP: 12/725 -- GLOBAL_STEP: 146650 | > loss_disc: 2.185579776763916 (2.2577868302663164) | > loss_disc_real_0: 0.22865702211856842 (0.1492116575439771) | > loss_disc_real_1: 0.18417522311210632 (0.19990959390997887) | > loss_disc_real_2: 0.1768341213464737 (0.19203760847449303) | > loss_disc_real_3: 0.20397980511188507 (0.21016605695088705) | > loss_disc_real_4: 0.25158339738845825 (0.20540354773402214) | > loss_disc_real_5: 0.20354534685611725 (0.20860440284013748) | > loss_0: 2.185579776763916 (2.2577868302663164) | > grad_norm_0: tensor(58.7675, device='cuda:0') (tensor(38.4305, device='cuda:0')) | > loss_gen: 2.869955062866211 (2.7601455648740134) | > loss_kl: 1.8564589023590088 (1.7813662985960643) | > loss_feat: 8.723761558532715 (8.125644167264303) | > loss_mel: 14.394062995910645 (13.271085182825724) | > loss_duration: 1.7347584962844849 (1.7009288966655731) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.578996658325195 (27.639170328776043) | > grad_norm_1: tensor(969.7189, device='cuda:0') (tensor(738.1686, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8419 (0.8269980549812317) | > loader_time: 0.0091 (0.009495437145233154)  --> TIME: 2025-05-09 13:58:02 -- STEP: 62/725 -- GLOBAL_STEP: 146700 | > loss_disc: 2.350379228591919 (2.233801545635346) | > loss_disc_real_0: 0.12076890468597412 (0.13792293038099046) | > loss_disc_real_1: 0.19518782198429108 (0.1978034790485136) | > loss_disc_real_2: 0.22265039384365082 (0.19172461883675668) | > loss_disc_real_3: 0.2108951061964035 (0.2050569670334939) | > loss_disc_real_4: 0.2065446972846985 (0.19987655238759133) | > loss_disc_real_5: 0.23580573499202728 (0.2042648400510511) | > loss_0: 2.350379228591919 (2.233801545635346) | > grad_norm_0: tensor(28.7964, device='cuda:0') (tensor(36.3310, device='cuda:0')) | > loss_gen: 2.622591257095337 (2.7477759584303825) | > loss_kl: 1.706626534461975 (1.7723211838353066) | > loss_feat: 7.194654941558838 (8.111692051733696) | > loss_mel: 12.171038627624512 (13.09741909273209) | > loss_duration: 1.7446513175964355 (1.693052116901644) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.43956184387207 (27.42226025366014) | > grad_norm_1: tensor(833.0682, device='cuda:0') (tensor(748.9095, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8419 (0.8465339637571766) | > loader_time: 0.0103 (0.010018760158169654)  --> TIME: 2025-05-09 13:58:45 -- STEP: 112/725 -- GLOBAL_STEP: 146750 | > loss_disc: 2.2958831787109375 (2.2282906291740283) | > loss_disc_real_0: 0.1556883156299591 (0.13733674738822238) | > loss_disc_real_1: 0.2195543646812439 (0.1959653851975287) | > loss_disc_real_2: 0.2050389051437378 (0.19069230782666374) | > loss_disc_real_3: 0.2185821682214737 (0.2054766695946455) | > loss_disc_real_4: 0.2330029159784317 (0.20081331980015552) | > loss_disc_real_5: 0.19767537713050842 (0.20412523499024768) | > loss_0: 2.2958831787109375 (2.2282906291740283) | > grad_norm_0: tensor(14.9963, device='cuda:0') (tensor(36.0589, device='cuda:0')) | > loss_gen: 2.685760498046875 (2.750222074134009) | > loss_kl: 1.3595695495605469 (1.7563833285655295) | > loss_feat: 8.196714401245117 (8.093951761722574) | > loss_mel: 13.016107559204102 (13.126349713121144) | > loss_duration: 1.7149701118469238 (1.698236305798803) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.973121643066406 (27.425143020493643) | > grad_norm_1: tensor(760.7006, device='cuda:0') (tensor(748.6902, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8108 (0.8450447448662349) | > loader_time: 0.0099 (0.010025041443961009)  --> TIME: 2025-05-09 13:59:27 -- STEP: 162/725 -- GLOBAL_STEP: 146800 | > loss_disc: 2.111112356185913 (2.2214819781574207) | > loss_disc_real_0: 0.06818195432424545 (0.13950075218339023) | > loss_disc_real_1: 0.16765987873077393 (0.19431839929318717) | > loss_disc_real_2: 0.19498904049396515 (0.1896512558982695) | > loss_disc_real_3: 0.17002558708190918 (0.20451322041543904) | > loss_disc_real_4: 0.20407767593860626 (0.1995809760726528) | > loss_disc_real_5: 0.17713351547718048 (0.20329661225831075) | > loss_0: 2.111112356185913 (2.2214819781574207) | > grad_norm_0: tensor(46.6764, device='cuda:0') (tensor(37.9839, device='cuda:0')) | > loss_gen: 2.898374557495117 (2.7734930397551736) | > loss_kl: 1.7410368919372559 (1.750603934864939) | > loss_feat: 9.138455390930176 (8.193290330745564) | > loss_mel: 14.667019844055176 (13.230503900551502) | > loss_duration: 1.6453474760055542 (1.6984248794155357) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.090234756469727 (27.64631602204876) | > grad_norm_1: tensor(899.1179, device='cuda:0') (tensor(729.8501, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.821 (0.8425424555201589) | > loader_time: 0.01 (0.00999879984208095)  --> TIME: 2025-05-09 14:00:10 -- STEP: 212/725 -- GLOBAL_STEP: 146850 | > loss_disc: 2.305631399154663 (2.219701619643086) | > loss_disc_real_0: 0.0985061451792717 (0.13879146729156655) | > loss_disc_real_1: 0.18932022154331207 (0.19432873299942824) | > loss_disc_real_2: 0.21163086593151093 (0.18981492582638296) | > loss_disc_real_3: 0.21358583867549896 (0.20478049764093356) | > loss_disc_real_4: 0.23414263129234314 (0.19956580584622777) | > loss_disc_real_5: 0.1948419213294983 (0.2024711358519096) | > loss_0: 2.305631399154663 (2.219701619643086) | > grad_norm_0: tensor(22.5157, device='cuda:0') (tensor(38.0884, device='cuda:0')) | > loss_gen: 2.6225976943969727 (2.7768554721238465) | > loss_kl: 1.70391845703125 (1.7457185455088347) | > loss_feat: 7.7926344871521 (8.198696282674693) | > loss_mel: 13.020082473754883 (13.273592791467342) | > loss_duration: 1.7070858478546143 (1.6983975323865999) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.8463191986084 (27.69326053475434) | > grad_norm_1: tensor(542.7015, device='cuda:0') (tensor(731.5627, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8297 (0.8424736677475695) | > loader_time: 0.0102 (0.010016461588301747)  --> TIME: 2025-05-09 14:00:53 -- STEP: 262/725 -- GLOBAL_STEP: 146900 | > loss_disc: 2.179447889328003 (2.2133185308398176) | > loss_disc_real_0: 0.1307571977376938 (0.13704315166323244) | > loss_disc_real_1: 0.1882217526435852 (0.19369585032908967) | > loss_disc_real_2: 0.19445383548736572 (0.1894968843073334) | > loss_disc_real_3: 0.1811636984348297 (0.20465710747787966) | > loss_disc_real_4: 0.1968289017677307 (0.19922026576659152) | > loss_disc_real_5: 0.21752257645130157 (0.20272910208192496) | > loss_0: 2.179447889328003 (2.2133185308398176) | > grad_norm_0: tensor(29.7328, device='cuda:0') (tensor(37.1376, device='cuda:0')) | > loss_gen: 2.724694013595581 (2.779110185972606) | > loss_kl: 1.5779931545257568 (1.7373833519811848) | > loss_feat: 7.77382230758667 (8.203243703332577) | > loss_mel: 12.251007080078125 (13.279353189104386) | > loss_duration: 1.6849005222320557 (1.6995407006212773) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.012414932250977 (27.69863105366248) | > grad_norm_1: tensor(807.0272, device='cuda:0') (tensor(743.1711, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8725 (0.842213285788325) | > loader_time: 0.01 (0.010053581863869235)  --> TIME: 2025-05-09 14:01:35 -- STEP: 312/725 -- GLOBAL_STEP: 146950 | > loss_disc: 2.181955099105835 (2.209453692038854) | > loss_disc_real_0: 0.14403949677944183 (0.13613628815764042) | > loss_disc_real_1: 0.17501412332057953 (0.19408351206817684) | > loss_disc_real_2: 0.18229040503501892 (0.1892173311744744) | > loss_disc_real_3: 0.1673625260591507 (0.20479981333781508) | > loss_disc_real_4: 0.17386512458324432 (0.1986563450728471) | > loss_disc_real_5: 0.19696244597434998 (0.2016824135222496) | > loss_0: 2.181955099105835 (2.209453692038854) | > grad_norm_0: tensor(46.3942, device='cuda:0') (tensor(37.7435, device='cuda:0')) | > loss_gen: 2.807374954223633 (2.790187390951008) | > loss_kl: 1.8069978952407837 (1.735955311701848) | > loss_feat: 9.205547332763672 (8.250375885229857) | > loss_mel: 14.38737678527832 (13.32885232644203) | > loss_duration: 1.6825847625732422 (1.6981274290726736) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.889881134033203 (27.803498249787552) | > grad_norm_1: tensor(283.5305, device='cuda:0') (tensor(745.2585, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8305 (0.8413314559520819) | > loader_time: 0.0106 (0.010028161299534325)  --> TIME: 2025-05-09 14:02:18 -- STEP: 362/725 -- GLOBAL_STEP: 147000 | > loss_disc: 2.192465305328369 (2.2117208071176533) | > loss_disc_real_0: 0.16197772324085236 (0.13684168830513965) | > loss_disc_real_1: 0.2152807116508484 (0.1940525732728658) | > loss_disc_real_2: 0.18658651411533356 (0.18885097368646056) | > loss_disc_real_3: 0.2056419849395752 (0.20501729384970266) | > loss_disc_real_4: 0.17423464357852936 (0.19851434959397124) | > loss_disc_real_5: 0.21721120178699493 (0.20294594081396555) | > loss_0: 2.192465305328369 (2.2117208071176533) | > grad_norm_0: tensor(53.5093, device='cuda:0') (tensor(36.3800, device='cuda:0')) | > loss_gen: 2.9299018383026123 (2.783485944758462) | > loss_kl: 1.661008596420288 (1.733927189974495) | > loss_feat: 8.992790222167969 (8.252737054508703) | > loss_mel: 14.556904792785645 (13.348906437995023) | > loss_duration: 1.648999571800232 (1.696974623927754) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78960609436035 (27.816031155665275) | > grad_norm_1: tensor(840.5164, device='cuda:0') (tensor(734.2704, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8221 (0.8416225607223933) | > loader_time: 0.0099 (0.010053267136463135) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_147000.pth  --> TIME: 2025-05-09 14:03:04 -- STEP: 412/725 -- GLOBAL_STEP: 147050 | > loss_disc: 2.1268372535705566 (2.210818163978244) | > loss_disc_real_0: 0.1410292685031891 (0.1372562400381832) | > loss_disc_real_1: 0.20904792845249176 (0.19404715769788594) | > loss_disc_real_2: 0.20796599984169006 (0.18860472814695342) | > loss_disc_real_3: 0.2088870108127594 (0.20454987583374512) | > loss_disc_real_4: 0.19774450361728668 (0.19837393810592802) | > loss_disc_real_5: 0.179505854845047 (0.20310431114822916) | > loss_0: 2.1268372535705566 (2.210818163978244) | > grad_norm_0: tensor(34.6211, device='cuda:0') (tensor(36.4821, device='cuda:0')) | > loss_gen: 2.955890417098999 (2.7850506091580796) | > loss_kl: 1.774371862411499 (1.7350394980421344) | > loss_feat: 8.665650367736816 (8.265355301134797) | > loss_mel: 13.452757835388184 (13.371655366953135) | > loss_duration: 1.719794750213623 (1.6978641612437164) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.568466186523438 (27.854964890526336) | > grad_norm_1: tensor(933.1606, device='cuda:0') (tensor(736.5046, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.839 (0.8426701675340967) | > loader_time: 0.0098 (0.010072003290491184)  --> TIME: 2025-05-09 14:03:47 -- STEP: 462/725 -- GLOBAL_STEP: 147100 | > loss_disc: 2.239790439605713 (2.2136769877883786) | > loss_disc_real_0: 0.18970437347888947 (0.13763820875065164) | > loss_disc_real_1: 0.1699715554714203 (0.19412685672700147) | > loss_disc_real_2: 0.18936866521835327 (0.18920727241864962) | > loss_disc_real_3: 0.19640430808067322 (0.2046762273296133) | > loss_disc_real_4: 0.19726499915122986 (0.19844430507648553) | > loss_disc_real_5: 0.19381988048553467 (0.20357015167737935) | > loss_0: 2.239790439605713 (2.2136769877883786) | > grad_norm_0: tensor(46.4417, device='cuda:0') (tensor(36.5950, device='cuda:0')) | > loss_gen: 2.585179567337036 (2.781788421915722) | > loss_kl: 1.7146822214126587 (1.7393712388488638) | > loss_feat: 7.267978668212891 (8.259442094084504) | > loss_mel: 12.537734985351562 (13.369059011533661) | > loss_duration: 1.740715742111206 (1.6983612156533576) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.84629249572754 (27.84802193249459) | > grad_norm_1: tensor(779.2405, device='cuda:0') (tensor(741.5753, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.7913 (0.8441340097617277) | > loader_time: 0.0108 (0.01004727217026086)  --> TIME: 2025-05-09 14:04:30 -- STEP: 512/725 -- GLOBAL_STEP: 147150 | > loss_disc: 2.2798633575439453 (2.217530700378121) | > loss_disc_real_0: 0.13005022704601288 (0.1387120798099205) | > loss_disc_real_1: 0.22857515513896942 (0.19446144954417832) | > loss_disc_real_2: 0.181922048330307 (0.1895613921224139) | > loss_disc_real_3: 0.19921062886714935 (0.2044290243356954) | > loss_disc_real_4: 0.16837561130523682 (0.19855227172956796) | > loss_disc_real_5: 0.19263829290866852 (0.20358285421389155) | > loss_0: 2.2798633575439453 (2.217530700378121) | > grad_norm_0: tensor(26.6686, device='cuda:0') (tensor(36.6268, device='cuda:0')) | > loss_gen: 2.6000521183013916 (2.778762547299265) | > loss_kl: 1.8091846704483032 (1.7426788061857224) | > loss_feat: 7.08530855178833 (8.242837400175631) | > loss_mel: 12.265337944030762 (13.373942404985426) | > loss_duration: 1.658244013786316 (1.6995256301015615) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.418127059936523 (27.837746739387512) | > grad_norm_1: tensor(742.6394, device='cuda:0') (tensor(728.9572, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8424 (0.8438004902563989) | > loader_time: 0.0105 (0.010050153825432052)  --> TIME: 2025-05-09 14:05:13 -- STEP: 562/725 -- GLOBAL_STEP: 147200 | > loss_disc: 2.1689200401306152 (2.2164247831415884) | > loss_disc_real_0: 0.1746768206357956 (0.13894221602253012) | > loss_disc_real_1: 0.20233796536922455 (0.19441457037081497) | > loss_disc_real_2: 0.19754938781261444 (0.18924810413894277) | > loss_disc_real_3: 0.17227400839328766 (0.20448537210658774) | > loss_disc_real_4: 0.18000265955924988 (0.19850896638271218) | > loss_disc_real_5: 0.20462997257709503 (0.20349946530582214) | > loss_0: 2.1689200401306152 (2.2164247831415884) | > grad_norm_0: tensor(37.9101, device='cuda:0') (tensor(36.5679, device='cuda:0')) | > loss_gen: 2.925671100616455 (2.778881961340581) | > loss_kl: 1.779518961906433 (1.743931275457674) | > loss_feat: 8.566940307617188 (8.249278874583943) | > loss_mel: 13.610357284545898 (13.398703288353207) | > loss_duration: 1.6623343229293823 (1.6993065977011712) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.544822692871094 (27.870101945680233) | > grad_norm_1: tensor(648.0984, device='cuda:0') (tensor(726.2482, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8944 (0.8442875762002751) | > loader_time: 0.0098 (0.01002942455196719)  --> TIME: 2025-05-09 14:05:57 -- STEP: 612/725 -- GLOBAL_STEP: 147250 | > loss_disc: 2.2334325313568115 (2.216693892588024) | > loss_disc_real_0: 0.09217144548892975 (0.13891109057817788) | > loss_disc_real_1: 0.19236153364181519 (0.1944089175926316) | > loss_disc_real_2: 0.1949593424797058 (0.18924636578832585) | > loss_disc_real_3: 0.1908605694770813 (0.20457416668144712) | > loss_disc_real_4: 0.19505685567855835 (0.1985527979441327) | > loss_disc_real_5: 0.18602895736694336 (0.20328262769708438) | > loss_0: 2.2334325313568115 (2.216693892588024) | > grad_norm_0: tensor(30.7598, device='cuda:0') (tensor(36.3511, device='cuda:0')) | > loss_gen: 2.748992443084717 (2.778074358023848) | > loss_kl: 1.6937284469604492 (1.739110915879019) | > loss_feat: 7.717524528503418 (8.247440099716183) | > loss_mel: 13.64461898803711 (13.399462562760496) | > loss_duration: 1.630082368850708 (1.699003731892779) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.434947967529297 (27.863091624640173) | > grad_norm_1: tensor(217.0992, device='cuda:0') (tensor(723.0825, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8159 (0.8451793287314623) | > loader_time: 0.0088 (0.010008499123691724)  --> TIME: 2025-05-09 14:06:40 -- STEP: 662/725 -- GLOBAL_STEP: 147300 | > loss_disc: 2.160076141357422 (2.2178561489387576) | > loss_disc_real_0: 0.11073287576436996 (0.13916388473099287) | > loss_disc_real_1: 0.18043619394302368 (0.19451330057443816) | > loss_disc_real_2: 0.16344472765922546 (0.18931030513566796) | > loss_disc_real_3: 0.18686743080615997 (0.20467107414388952) | > loss_disc_real_4: 0.18418258428573608 (0.19858187166945807) | > loss_disc_real_5: 0.21072553098201752 (0.20358654408746615) | > loss_0: 2.160076141357422 (2.2178561489387576) | > grad_norm_0: tensor(28.5253, device='cuda:0') (tensor(36.3790, device='cuda:0')) | > loss_gen: 2.8260247707366943 (2.7763076069851995) | > loss_kl: 1.8313663005828857 (1.7371538162591593) | > loss_feat: 8.42445182800293 (8.226838145731438) | > loss_mel: 13.009318351745605 (13.387002626574652) | > loss_duration: 1.7181265354156494 (1.699260962693713) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.809288024902344 (27.82656312925218) | > grad_norm_1: tensor(945.6075, device='cuda:0') (tensor(723.2429, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8792 (0.845579091875935) | > loader_time: 0.0109 (0.010001947872588273)  --> TIME: 2025-05-09 14:07:23 -- STEP: 712/725 -- GLOBAL_STEP: 147350 | > loss_disc: 2.249689817428589 (2.2170710727739866) | > loss_disc_real_0: 0.13300734758377075 (0.1391787340582005) | > loss_disc_real_1: 0.1952960193157196 (0.19452125068460965) | > loss_disc_real_2: 0.20524124801158905 (0.18925165646615336) | > loss_disc_real_3: 0.1899636834859848 (0.20466154614944815) | > loss_disc_real_4: 0.19399860501289368 (0.19851843106529013) | > loss_disc_real_5: 0.1972680240869522 (0.2033985173434354) | > loss_0: 2.249689817428589 (2.2170710727739866) | > grad_norm_0: tensor(14.0835, device='cuda:0') (tensor(36.3905, device='cuda:0')) | > loss_gen: 2.473376512527466 (2.7765379728895874) | > loss_kl: 1.73042893409729 (1.735836121138562) | > loss_feat: 6.679522514343262 (8.233743278498059) | > loss_mel: 11.671391487121582 (13.39641816160652) | > loss_duration: 1.7094985246658325 (1.6987624282247564) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.264219284057617 (27.841297934564313) | > grad_norm_1: tensor(524.1132, device='cuda:0') (tensor(725.4157, device='cuda:0')) | > current_lr_0: 0.00019655480151022865 | > current_lr_1: 0.00019655480151022865 | > step_time: 0.8236 (0.8457793134651829) | > loader_time: 0.01 (0.010010153724906143)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2715933322906494 (2.2715933322906494) | > loss_disc_real_0: 0.11646608263254166 (0.11646608263254166) | > loss_disc_real_1: 0.18787163496017456 (0.18787163496017456) | > loss_disc_real_2: 0.1690269112586975 (0.1690269112586975) | > loss_disc_real_3: 0.23292692005634308 (0.23292692005634308) | > loss_disc_real_4: 0.19827625155448914 (0.19827625155448914) | > loss_disc_real_5: 0.22687651216983795 (0.22687651216983795) | > loss_0: 2.2715933322906494 (2.2715933322906494) | > loss_gen: 2.4905123710632324 (2.4905123710632324) | > loss_kl: 1.8913190364837646 (1.8913190364837646) | > loss_feat: 7.892876148223877 (7.892876148223877) | > loss_mel: 12.968110084533691 (12.968110084533691) | > loss_duration: 1.696876049041748 (1.696876049041748) | > loss_1: 26.939693450927734 (26.939693450927734)  --> STEP: 1 | > loss_disc: 2.2645606994628906 (2.2645606994628906) | > loss_disc_real_0: 0.12751944363117218 (0.12751944363117218) | > loss_disc_real_1: 0.1817793995141983 (0.1817793995141983) | > loss_disc_real_2: 0.17642742395401 (0.17642742395401) | > loss_disc_real_3: 0.20281612873077393 (0.20281612873077393) | > loss_disc_real_4: 0.20538084208965302 (0.20538084208965302) | > loss_disc_real_5: 0.2255856841802597 (0.2255856841802597) | > loss_0: 2.2645606994628906 (2.2645606994628906) | > loss_gen: 2.442564010620117 (2.442564010620117) | > loss_kl: 1.9636523723602295 (1.9636523723602295) | > loss_feat: 7.5799970626831055 (7.5799970626831055) | > loss_mel: 13.564071655273438 (13.564071655273438) | > loss_duration: 1.7864238023757935 (1.7864238023757935) | > loss_1: 27.33670997619629 (27.33670997619629)  --> STEP: 2 | > loss_disc: 2.135265350341797 (2.1999130249023438) | > loss_disc_real_0: 0.10074327886104584 (0.11413136124610901) | > loss_disc_real_1: 0.16340754926204681 (0.17259347438812256) | > loss_disc_real_2: 0.16600467264652252 (0.17121604830026627) | > loss_disc_real_3: 0.19457267224788666 (0.1986944004893303) | > loss_disc_real_4: 0.17794114351272583 (0.19166099280118942) | > loss_disc_real_5: 0.19926005601882935 (0.21242287009954453) | > loss_0: 2.135265350341797 (2.1999130249023438) | > loss_gen: 2.539944648742676 (2.4912543296813965) | > loss_kl: 1.9140253067016602 (1.9388388395309448) | > loss_feat: 9.040287971496582 (8.310142517089844) | > loss_mel: 15.738142967224121 (14.65110731124878) | > loss_duration: 1.829833745956421 (1.8081287741661072) | > loss_1: 31.062232971191406 (29.199471473693848)  --> STEP: 3 | > loss_disc: 2.227487325668335 (2.2091044584910073) | > loss_disc_real_0: 0.11132098734378815 (0.11319456994533539) | > loss_disc_real_1: 0.18645663559436798 (0.1772145281235377) | > loss_disc_real_2: 0.15614354610443115 (0.16619188090165457) | > loss_disc_real_3: 0.22608794271945953 (0.2078255812327067) | > loss_disc_real_4: 0.18936005234718323 (0.19089401264985403) | > loss_disc_real_5: 0.18551748991012573 (0.20345441003640494) | > loss_0: 2.227487325668335 (2.2091044584910073) | > loss_gen: 2.3747129440307617 (2.452407201131185) | > loss_kl: 1.9454246759414673 (1.9410341183344524) | > loss_feat: 7.8833770751953125 (8.167887369791666) | > loss_mel: 14.19865608215332 (14.500290234883627) | > loss_duration: 1.7874839305877686 (1.8012471596399944) | > loss_1: 28.189655303955078 (28.862866083780926)  --> STEP: 4 | > loss_disc: 2.2676286697387695 (2.223735511302948) | > loss_disc_real_0: 0.11205970495939255 (0.11291085369884968) | > loss_disc_real_1: 0.1956011950969696 (0.18181119486689568) | > loss_disc_real_2: 0.1686919629573822 (0.16681690141558647) | > loss_disc_real_3: 0.22187688946723938 (0.21133840829133987) | > loss_disc_real_4: 0.17366832494735718 (0.1865875907242298) | > loss_disc_real_5: 0.2039366066455841 (0.20357495918869972) | > loss_0: 2.2676286697387695 (2.223735511302948) | > loss_gen: 2.3946645259857178 (2.437971532344818) | > loss_kl: 1.9422667026519775 (1.9413422644138336) | > loss_feat: 7.286547660827637 (7.947552442550659) | > loss_mel: 12.681722640991211 (14.045648336410522) | > loss_duration: 1.7346268892288208 (1.784592092037201) | > loss_1: 26.03982925415039 (28.15710687637329) --> EVAL PERFORMANCE | > avg_loader_time: 0.30281805992126465 (-0.002877652645111084) | > avg_loss_disc: 2.223735511302948 (+0.001147150993347168) | > avg_loss_disc_real_0: 0.11291085369884968 (-0.013338042423129082) | > avg_loss_disc_real_1: 0.18181119486689568 (-0.024096686393022537) | > avg_loss_disc_real_2: 0.16681690141558647 (+0.001696128398180008) | > avg_loss_disc_real_3: 0.21133840829133987 (+0.0008512139320373535) | > avg_loss_disc_real_4: 0.1865875907242298 (-0.044000834226608276) | > avg_loss_disc_real_5: 0.20357495918869972 (-0.02814578264951706) | > avg_loss_0: 2.223735511302948 (+0.001147150993347168) | > avg_loss_gen: 2.437971532344818 (-0.21687448024749756) | > avg_loss_kl: 1.9413422644138336 (-0.1418430209159851) | > avg_loss_feat: 7.947552442550659 (-0.26557719707489014) | > avg_loss_mel: 14.045648336410522 (-0.39663243293762207) | > avg_loss_duration: 1.784592092037201 (+0.00876566767692566) | > avg_loss_1: 28.15710687637329 (-1.0121617317199707)  > EPOCH: 140/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 14:07:41)   --> TIME: 2025-05-09 14:08:15 -- STEP: 37/725 -- GLOBAL_STEP: 147400 | > loss_disc: 2.1669390201568604 (2.2024605080888078) | > loss_disc_real_0: 0.0854988694190979 (0.13469006785669835) | > loss_disc_real_1: 0.20813769102096558 (0.19769333343248113) | > loss_disc_real_2: 0.19234450161457062 (0.1886454691758027) | > loss_disc_real_3: 0.1980305314064026 (0.2060721395788966) | > loss_disc_real_4: 0.2110661417245865 (0.19778110248011513) | > loss_disc_real_5: 0.15967392921447754 (0.2005932065280708) | > loss_0: 2.1669390201568604 (2.2024605080888078) | > grad_norm_0: tensor(30.3443, device='cuda:0') (tensor(33.6834, device='cuda:0')) | > loss_gen: 2.8348190784454346 (2.7882809381227234) | > loss_kl: 1.7799873352050781 (1.7110339757558461) | > loss_feat: 8.989385604858398 (8.36680387806248) | > loss_mel: 14.190985679626465 (13.595765732430124) | > loss_duration: 1.6888329982757568 (1.6939986976417336) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.484010696411133 (28.155883325112832) | > grad_norm_1: tensor(767.5397, device='cuda:0') (tensor(640.1387, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8608 (0.8539458738790976) | > loader_time: 0.01 (0.009823418952323295)  --> TIME: 2025-05-09 14:08:59 -- STEP: 87/725 -- GLOBAL_STEP: 147450 | > loss_disc: 2.0876379013061523 (2.1995443667488535) | > loss_disc_real_0: 0.13797789812088013 (0.13602089290988853) | > loss_disc_real_1: 0.17325536906719208 (0.19529951269599213) | > loss_disc_real_2: 0.18414294719696045 (0.18908778809267898) | > loss_disc_real_3: 0.17765988409519196 (0.20443665947037182) | > loss_disc_real_4: 0.20028339326381683 (0.19711722776122476) | > loss_disc_real_5: 0.22310572862625122 (0.20022423531132183) | > loss_0: 2.0876379013061523 (2.1995443667488535) | > grad_norm_0: tensor(60.2322, device='cuda:0') (tensor(32.4198, device='cuda:0')) | > loss_gen: 2.8476803302764893 (2.786484488125505) | > loss_kl: 1.6705106496810913 (1.7055168412197594) | > loss_feat: 9.53095817565918 (8.334315338354) | > loss_mel: 15.650720596313477 (13.602805334946208) | > loss_duration: 1.664540410041809 (1.6956009631869438) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.364410400390625 (28.12472282058891) | > grad_norm_1: tensor(1024.7833, device='cuda:0') (tensor(695.9686, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8297 (0.8541085281591306) | > loader_time: 0.0091 (0.009820749019754342)  --> TIME: 2025-05-09 14:09:42 -- STEP: 137/725 -- GLOBAL_STEP: 147500 | > loss_disc: 2.027364730834961 (2.195389991259052) | > loss_disc_real_0: 0.08605276048183441 (0.1358111872181405) | > loss_disc_real_1: 0.1762361228466034 (0.19380979348708244) | > loss_disc_real_2: 0.17762169241905212 (0.18871189947545963) | > loss_disc_real_3: 0.21449026465415955 (0.20385512633480296) | > loss_disc_real_4: 0.17265382409095764 (0.19648996615496866) | > loss_disc_real_5: 0.173207625746727 (0.2007514128502268) | > loss_0: 2.027364730834961 (2.195389991259052) | > grad_norm_0: tensor(18.8123, device='cuda:0') (tensor(34.2765, device='cuda:0')) | > loss_gen: 2.958458423614502 (2.7918360268112514) | > loss_kl: 1.6993420124053955 (1.720022487814409) | > loss_feat: 8.60331916809082 (8.337148106011158) | > loss_mel: 13.145137786865234 (13.590707437835473) | > loss_duration: 1.6850459575653076 (1.6959943806167936) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.0913028717041 (28.135708384270217) | > grad_norm_1: tensor(607.8935, device='cuda:0') (tensor(733.6982, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8212 (0.8539919539959762) | > loader_time: 0.0097 (0.009900589058869074)  --> TIME: 2025-05-09 14:10:25 -- STEP: 187/725 -- GLOBAL_STEP: 147550 | > loss_disc: 2.1481993198394775 (2.195749660226749) | > loss_disc_real_0: 0.11354731768369675 (0.13607059020728365) | > loss_disc_real_1: 0.18611161410808563 (0.19323868906115466) | > loss_disc_real_2: 0.20489345490932465 (0.1886360530547279) | > loss_disc_real_3: 0.1851309835910797 (0.2037737331288384) | > loss_disc_real_4: 0.17672593891620636 (0.19640293271146356) | > loss_disc_real_5: 0.1874949336051941 (0.20133035044300374) | > loss_0: 2.1481993198394775 (2.195749660226749) | > grad_norm_0: tensor(30.0868, device='cuda:0') (tensor(34.9074, device='cuda:0')) | > loss_gen: 2.7596895694732666 (2.7979823943765405) | > loss_kl: 1.8271602392196655 (1.73358920359994) | > loss_feat: 8.441303253173828 (8.392393571170258) | > loss_mel: 14.01579761505127 (13.633715267487387) | > loss_duration: 1.7177423238754272 (1.6963972879603584) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.76169204711914 (28.25407763598437) | > grad_norm_1: tensor(946.2433, device='cuda:0') (tensor(760.2728, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8441 (0.8523989093494925) | > loader_time: 0.0096 (0.00991829193849614)  --> TIME: 2025-05-09 14:11:09 -- STEP: 237/725 -- GLOBAL_STEP: 147600 | > loss_disc: 2.08823299407959 (2.1989268260666077) | > loss_disc_real_0: 0.13399121165275574 (0.13642081665464606) | > loss_disc_real_1: 0.1979185789823532 (0.19305076503552465) | > loss_disc_real_2: 0.18665452301502228 (0.18888147879501932) | > loss_disc_real_3: 0.21319511532783508 (0.2041695222321442) | > loss_disc_real_4: 0.17102940380573273 (0.19687670230362486) | > loss_disc_real_5: 0.2213921993970871 (0.2022083350123233) | > loss_0: 2.08823299407959 (2.1989268260666077) | > grad_norm_0: tensor(55.8125, device='cuda:0') (tensor(35.7887, device='cuda:0')) | > loss_gen: 2.9606895446777344 (2.7905352065331823) | > loss_kl: 1.7300949096679688 (1.738408353258286) | > loss_feat: 9.326231002807617 (8.360220102318232) | > loss_mel: 15.019346237182617 (13.595843286956915) | > loss_duration: 1.6913549900054932 (1.6963040969542813) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.72771644592285 (28.181310919266714) | > grad_norm_1: tensor(674.1981, device='cuda:0') (tensor(766.8041, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8287 (0.8529230119809823) | > loader_time: 0.0091 (0.00989636892004858)  --> TIME: 2025-05-09 14:11:52 -- STEP: 287/725 -- GLOBAL_STEP: 147650 | > loss_disc: 2.075883388519287 (2.196560311400515) | > loss_disc_real_0: 0.1570427119731903 (0.1356610082583146) | > loss_disc_real_1: 0.18769694864749908 (0.1929922354657475) | > loss_disc_real_2: 0.1991218477487564 (0.1889707035926991) | > loss_disc_real_3: 0.2026023268699646 (0.20395551954204616) | > loss_disc_real_4: 0.19856861233711243 (0.1965983051040862) | > loss_disc_real_5: 0.20834429562091827 (0.20190860876222944) | > loss_0: 2.075883388519287 (2.196560311400515) | > grad_norm_0: tensor(45.2915, device='cuda:0') (tensor(36.3521, device='cuda:0')) | > loss_gen: 3.065256357192993 (2.7952029721662144) | > loss_kl: 1.6732430458068848 (1.7399072559868418) | > loss_feat: 9.780315399169922 (8.383988378770676) | > loss_mel: 15.19958209991455 (13.606556782739087) | > loss_duration: 1.7268295288085938 (1.6972741162735412) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.445226669311523 (28.22292944612404) | > grad_norm_1: tensor(1062.5317, device='cuda:0') (tensor(777.8961, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8068 (0.8513586878361187) | > loader_time: 0.0097 (0.009882965154348765)  --> TIME: 2025-05-09 14:12:35 -- STEP: 337/725 -- GLOBAL_STEP: 147700 | > loss_disc: 2.304898262023926 (2.1982091212484876) | > loss_disc_real_0: 0.09774688631296158 (0.13624423700288069) | > loss_disc_real_1: 0.19028788805007935 (0.19284661100950723) | > loss_disc_real_2: 0.19181427359580994 (0.18861144604244287) | > loss_disc_real_3: 0.19250398874282837 (0.20382748813940438) | > loss_disc_real_4: 0.2049684077501297 (0.19704296269650276) | > loss_disc_real_5: 0.19484417140483856 (0.20216513144333223) | > loss_0: 2.304898262023926 (2.1982091212484876) | > grad_norm_0: tensor(30.0438, device='cuda:0') (tensor(36.4566, device='cuda:0')) | > loss_gen: 2.483426094055176 (2.7935504368575454) | > loss_kl: 1.7214205265045166 (1.739062406896484) | > loss_feat: 7.46287727355957 (8.37011664416033) | > loss_mel: 12.797395706176758 (13.575210817489848) | > loss_duration: 1.677823543548584 (1.696619142056927) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.142942428588867 (28.174559386618412) | > grad_norm_1: tensor(709.9666, device='cuda:0') (tensor(771.7622, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.898 (0.8516542812483247) | > loader_time: 0.0101 (0.009865291748273263)  --> TIME: 2025-05-09 14:13:18 -- STEP: 387/725 -- GLOBAL_STEP: 147750 | > loss_disc: 2.1289455890655518 (2.199950118705592) | > loss_disc_real_0: 0.09127896279096603 (0.13611016137578363) | > loss_disc_real_1: 0.18388639390468597 (0.19298357279725778) | > loss_disc_real_2: 0.19667275249958038 (0.18848487288144825) | > loss_disc_real_3: 0.23159372806549072 (0.20393903796062912) | > loss_disc_real_4: 0.20259113609790802 (0.19755292300722088) | > loss_disc_real_5: 0.21894511580467224 (0.20274136733331122) | > loss_0: 2.1289455890655518 (2.199950118705592) | > grad_norm_0: tensor(20.9625, device='cuda:0') (tensor(36.0026, device='cuda:0')) | > loss_gen: 2.9385805130004883 (2.7886267829619023) | > loss_kl: 1.6059024333953857 (1.7421192321974488) | > loss_feat: 8.393054008483887 (8.347489200513182) | > loss_mel: 13.966951370239258 (13.5299928305377) | > loss_duration: 1.770224928855896 (1.6969176253607112) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.674713134765625 (28.105145614584597) | > grad_norm_1: tensor(961.0543, device='cuda:0') (tensor(771.0686, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8639 (0.8516139959488113) | > loader_time: 0.0103 (0.009876004177162506)  --> TIME: 2025-05-09 14:14:01 -- STEP: 437/725 -- GLOBAL_STEP: 147800 | > loss_disc: 2.4115285873413086 (2.2027572748044535) | > loss_disc_real_0: 0.13399869203567505 (0.13672045836527766) | > loss_disc_real_1: 0.2176675647497177 (0.1930464885668569) | > loss_disc_real_2: 0.20213697850704193 (0.1889089026085572) | > loss_disc_real_3: 0.2172258496284485 (0.20429473535692663) | > loss_disc_real_4: 0.2258930802345276 (0.19766708867500793) | > loss_disc_real_5: 0.22771760821342468 (0.20250076642025533) | > loss_0: 2.4115285873413086 (2.2027572748044535) | > grad_norm_0: tensor(26.5643, device='cuda:0') (tensor(36.3290, device='cuda:0')) | > loss_gen: 2.577995777130127 (2.787019671782749) | > loss_kl: 1.7837178707122803 (1.7402983331025603) | > loss_feat: 6.561367511749268 (8.32890300947141) | > loss_mel: 12.2335205078125 (13.485579416462702) | > loss_duration: 1.6642433404922485 (1.6968789913561584) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.820844650268555 (28.03867933679227) | > grad_norm_1: tensor(567.2729, device='cuda:0') (tensor(767.6511, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8988 (0.8509688868402616) | > loader_time: 0.0099 (0.009870889803364842)  --> TIME: 2025-05-09 14:14:45 -- STEP: 487/725 -- GLOBAL_STEP: 147850 | > loss_disc: 2.2968027591705322 (2.205105554641395) | > loss_disc_real_0: 0.13326488435268402 (0.1373617222544103) | > loss_disc_real_1: 0.21954727172851562 (0.1933625735480193) | > loss_disc_real_2: 0.18487119674682617 (0.1891921286220668) | > loss_disc_real_3: 0.22076010704040527 (0.20414416745947617) | > loss_disc_real_4: 0.18371562659740448 (0.1977971523265819) | > loss_disc_real_5: 0.19375476241111755 (0.20288428385766874) | > loss_0: 2.2968027591705322 (2.205105554641395) | > grad_norm_0: tensor(33.4414, device='cuda:0') (tensor(36.1593, device='cuda:0')) | > loss_gen: 2.5841593742370605 (2.7826990846246176) | > loss_kl: 1.8364847898483276 (1.7421156312405943) | > loss_feat: 6.756640911102295 (8.305164543755) | > loss_mel: 12.152971267700195 (13.46363874431508) | > loss_duration: 1.6843611001968384 (1.6977250651902003) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.014617919921875 (27.991342979290156) | > grad_norm_1: tensor(770.2145, device='cuda:0') (tensor(763.9782, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8168 (0.8510811255453059) | > loader_time: 0.009 (0.00987165860326873)  --> TIME: 2025-05-09 14:15:28 -- STEP: 537/725 -- GLOBAL_STEP: 147900 | > loss_disc: 2.237677812576294 (2.2055338865329888) | > loss_disc_real_0: 0.10809515416622162 (0.13794315027097295) | > loss_disc_real_1: 0.20146887004375458 (0.1935196879078778) | > loss_disc_real_2: 0.23882907629013062 (0.18924997375109123) | > loss_disc_real_3: 0.23235903680324554 (0.2043183238368683) | > loss_disc_real_4: 0.2232227623462677 (0.19774432566356837) | > loss_disc_real_5: 0.1693398803472519 (0.20268727486582003) | > loss_0: 2.237677812576294 (2.2055338865329888) | > grad_norm_0: tensor(20.5921, device='cuda:0') (tensor(36.5014, device='cuda:0')) | > loss_gen: 2.6680591106414795 (2.7863636056804126) | > loss_kl: 1.5586477518081665 (1.7434330861217704) | > loss_feat: 7.879778861999512 (8.319601376851397) | > loss_mel: 12.266175270080566 (13.467598904444516) | > loss_duration: 1.7376492023468018 (1.6981195646513332) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.110309600830078 (28.015116455390693) | > grad_norm_1: tensor(698.5922, device='cuda:0') (tensor(756.1162, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8434 (0.8504944673463619) | > loader_time: 0.0091 (0.009869214098768753)  --> TIME: 2025-05-09 14:16:11 -- STEP: 587/725 -- GLOBAL_STEP: 147950 | > loss_disc: 2.327798843383789 (2.2073125894065635) | > loss_disc_real_0: 0.16340357065200806 (0.13785097279682673) | > loss_disc_real_1: 0.22066541016101837 (0.19377295205804318) | > loss_disc_real_2: 0.20321506261825562 (0.18943611485486955) | > loss_disc_real_3: 0.20331351459026337 (0.20442486893277773) | > loss_disc_real_4: 0.20826658606529236 (0.1979167154741044) | > loss_disc_real_5: 0.20357324182987213 (0.2029989751173244) | > loss_0: 2.327798843383789 (2.2073125894065635) | > grad_norm_0: tensor(43.0191, device='cuda:0') (tensor(36.4469, device='cuda:0')) | > loss_gen: 2.5176703929901123 (2.785710710886188) | > loss_kl: 1.8568978309631348 (1.7443934029168124) | > loss_feat: 6.598865032196045 (8.311535707730446) | > loss_mel: 11.50244140625 (13.461895052375338) | > loss_duration: 1.686319351196289 (1.6978113005474031) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.162193298339844 (28.00134608449075) | > grad_norm_1: tensor(739.3041, device='cuda:0') (tensor(752.0317, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.863 (0.8501580874395941) | > loader_time: 0.0097 (0.009837453978634367)  --> TIME: 2025-05-09 14:16:54 -- STEP: 637/725 -- GLOBAL_STEP: 148000 | > loss_disc: 2.236334800720215 (2.2072233886134898) | > loss_disc_real_0: 0.1487213373184204 (0.13754486504304717) | > loss_disc_real_1: 0.1939188539981842 (0.1937379681942414) | > loss_disc_real_2: 0.1754826307296753 (0.1896142778535092) | > loss_disc_real_3: 0.21690627932548523 (0.2043140677726438) | > loss_disc_real_4: 0.1748744696378708 (0.19792379523090883) | > loss_disc_real_5: 0.1882120966911316 (0.2032416458453639) | > loss_0: 2.236334800720215 (2.2072233886134898) | > grad_norm_0: tensor(62.9400, device='cuda:0') (tensor(36.1656, device='cuda:0')) | > loss_gen: 2.6904208660125732 (2.7844661236557906) | > loss_kl: 1.6688716411590576 (1.7437138243035957) | > loss_feat: 8.049018859863281 (8.304706427515772) | > loss_mel: 13.037922859191895 (13.462005763450634) | > loss_duration: 1.689825177192688 (1.6975945092070979) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.136058807373047 (27.992486570469065) | > grad_norm_1: tensor(978.1844, device='cuda:0') (tensor(750.0233, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8371 (0.8508207550977053) | > loader_time: 0.0093 (0.009825081428515856) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_148000.pth  --> TIME: 2025-05-09 14:17:39 -- STEP: 687/725 -- GLOBAL_STEP: 148050 | > loss_disc: 2.307591438293457 (2.2066218122471217) | > loss_disc_real_0: 0.19280055165290833 (0.137558473694359) | > loss_disc_real_1: 0.19451595842838287 (0.1936333700689166) | > loss_disc_real_2: 0.19790364801883698 (0.18933678491060044) | > loss_disc_real_3: 0.21005341410636902 (0.20428747151269325) | > loss_disc_real_4: 0.20411324501037598 (0.19803662617654255) | > loss_disc_real_5: 0.20795440673828125 (0.20321306547223228) | > loss_0: 2.307591438293457 (2.2066218122471217) | > grad_norm_0: tensor(48.9562, device='cuda:0') (tensor(36.2243, device='cuda:0')) | > loss_gen: 2.5135669708251953 (2.784609524617205) | > loss_kl: 1.6688779592514038 (1.7457153264438567) | > loss_feat: 6.6128997802734375 (8.30861771193481) | > loss_mel: 11.383350372314453 (13.46960480452625) | > loss_duration: 1.690964698791504 (1.697372660713251) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.869659423828125 (28.005919957612107) | > grad_norm_1: tensor(734.8390, device='cuda:0') (tensor(753.5019, device='cuda:0')) | > current_lr_0: 0.00019653023216003985 | > current_lr_1: 0.00019653023216003985 | > step_time: 0.8602 (0.8500187716282787) | > loader_time: 0.0107 (0.009811184118234782)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1849613189697266 (2.1849613189697266) | > loss_disc_real_0: 0.13447347283363342 (0.13447347283363342) | > loss_disc_real_1: 0.13748547434806824 (0.13748547434806824) | > loss_disc_real_2: 0.197207510471344 (0.197207510471344) | > loss_disc_real_3: 0.24747847020626068 (0.24747847020626068) | > loss_disc_real_4: 0.2476307600736618 (0.2476307600736618) | > loss_disc_real_5: 0.252555251121521 (0.252555251121521) | > loss_0: 2.1849613189697266 (2.1849613189697266) | > loss_gen: 3.0006940364837646 (3.0006940364837646) | > loss_kl: 1.909708857536316 (1.909708857536316) | > loss_feat: 9.023107528686523 (9.023107528686523) | > loss_mel: 14.663596153259277 (14.663596153259277) | > loss_duration: 1.686945915222168 (1.686945915222168) | > loss_1: 30.284053802490234 (30.284053802490234)  --> STEP: 1 | > loss_disc: 2.3003385066986084 (2.3003385066986084) | > loss_disc_real_0: 0.14923928678035736 (0.14923928678035736) | > loss_disc_real_1: 0.14274482429027557 (0.14274482429027557) | > loss_disc_real_2: 0.23077259957790375 (0.23077259957790375) | > loss_disc_real_3: 0.23971019685268402 (0.23971019685268402) | > loss_disc_real_4: 0.23872274160385132 (0.23872274160385132) | > loss_disc_real_5: 0.24361641705036163 (0.24361641705036163) | > loss_0: 2.3003385066986084 (2.3003385066986084) | > loss_gen: 2.8048033714294434 (2.8048033714294434) | > loss_kl: 1.9788846969604492 (1.9788846969604492) | > loss_feat: 7.834814548492432 (7.834814548492432) | > loss_mel: 13.219635009765625 (13.219635009765625) | > loss_duration: 1.7757002115249634 (1.7757002115249634) | > loss_1: 27.61383819580078 (27.61383819580078)  --> STEP: 2 | > loss_disc: 2.193697929382324 (2.2470182180404663) | > loss_disc_real_0: 0.1440267711877823 (0.14663302898406982) | > loss_disc_real_1: 0.14102581143379211 (0.14188531786203384) | > loss_disc_real_2: 0.20330078899860382 (0.21703669428825378) | > loss_disc_real_3: 0.22629117965698242 (0.23300068825483322) | > loss_disc_real_4: 0.22429491579532623 (0.23150882869958878) | > loss_disc_real_5: 0.26098117232322693 (0.2522987946867943) | > loss_0: 2.193697929382324 (2.2470182180404663) | > loss_gen: 2.905815362930298 (2.8553093671798706) | > loss_kl: 1.7850539684295654 (1.8819693326950073) | > loss_feat: 8.419076919555664 (8.126945734024048) | > loss_mel: 14.467120170593262 (13.843377590179443) | > loss_duration: 1.8103363513946533 (1.7930182814598083) | > loss_1: 29.38740348815918 (28.50062084197998)  --> STEP: 3 | > loss_disc: 2.348707675933838 (2.2809147040049234) | > loss_disc_real_0: 0.1546259969472885 (0.14929735163847604) | > loss_disc_real_1: 0.14952965080738068 (0.14443342884381613) | > loss_disc_real_2: 0.22174382209777832 (0.21860573689142862) | > loss_disc_real_3: 0.23227190971374512 (0.23275776207447052) | > loss_disc_real_4: 0.24308405816555023 (0.23536723852157593) | > loss_disc_real_5: 0.2817274034023285 (0.26210833092530567) | > loss_0: 2.348707675933838 (2.2809147040049234) | > loss_gen: 2.7731335163116455 (2.8279174168904624) | > loss_kl: 1.9542220830917358 (1.9060535828272502) | > loss_feat: 7.596935749053955 (7.950275739034017) | > loss_mel: 13.22562026977539 (13.637458483378092) | > loss_duration: 1.7858643531799316 (1.7906336386998494) | > loss_1: 27.335777282714844 (28.11233965555827)  --> STEP: 4 | > loss_disc: 2.1862905025482178 (2.257258653640747) | > loss_disc_real_0: 0.11342968046665192 (0.14033043384552002) | > loss_disc_real_1: 0.14428582787513733 (0.14439652860164642) | > loss_disc_real_2: 0.1686272919178009 (0.2061111256480217) | > loss_disc_real_3: 0.2636030316352844 (0.240469079464674) | > loss_disc_real_4: 0.23272620141506195 (0.23470697924494743) | > loss_disc_real_5: 0.267164945602417 (0.2633724845945835) | > loss_0: 2.1862905025482178 (2.257258653640747) | > loss_gen: 2.958209276199341 (2.860490381717682) | > loss_kl: 1.917474627494812 (1.9089088439941406) | > loss_feat: 9.28353214263916 (8.283589839935303) | > loss_mel: 15.18911361694336 (14.02537226676941) | > loss_duration: 1.7299141883850098 (1.7754537761211395) | > loss_1: 31.078245162963867 (28.853816032409668) --> EVAL PERFORMANCE | > avg_loader_time: 0.29303574562072754 (-0.00978231430053711) | > avg_loss_disc: 2.257258653640747 (+0.03352314233779907) | > avg_loss_disc_real_0: 0.14033043384552002 (+0.02741958014667034) | > avg_loss_disc_real_1: 0.14439652860164642 (-0.03741466626524925) | > avg_loss_disc_real_2: 0.2061111256480217 (+0.039294224232435226) | > avg_loss_disc_real_3: 0.240469079464674 (+0.02913067117333412) | > avg_loss_disc_real_4: 0.23470697924494743 (+0.04811938852071762) | > avg_loss_disc_real_5: 0.2633724845945835 (+0.05979752540588379) | > avg_loss_0: 2.257258653640747 (+0.03352314233779907) | > avg_loss_gen: 2.860490381717682 (+0.42251884937286377) | > avg_loss_kl: 1.9089088439941406 (-0.03243342041969299) | > avg_loss_feat: 8.283589839935303 (+0.33603739738464355) | > avg_loss_mel: 14.02537226676941 (-0.02027606964111328) | > avg_loss_duration: 1.7754537761211395 (-0.009138315916061401) | > avg_loss_1: 28.853816032409668 (+0.696709156036377)  > EPOCH: 141/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 14:18:18)   --> TIME: 2025-05-09 14:18:31 -- STEP: 12/725 -- GLOBAL_STEP: 148100 | > loss_disc: 2.3367366790771484 (2.2512471675872803) | > loss_disc_real_0: 0.13511452078819275 (0.14074338351686796) | > loss_disc_real_1: 0.2170552909374237 (0.20016715178887048) | > loss_disc_real_2: 0.21612688899040222 (0.19395645335316658) | > loss_disc_real_3: 0.20685064792633057 (0.20418323079744974) | > loss_disc_real_4: 0.20131772756576538 (0.2024361789226532) | > loss_disc_real_5: 0.16760490834712982 (0.20550204440951347) | > loss_0: 2.3367366790771484 (2.2512471675872803) | > grad_norm_0: tensor(41.2581, device='cuda:0') (tensor(37.2880, device='cuda:0')) | > loss_gen: 2.615880012512207 (2.770614961783091) | > loss_kl: 1.807948350906372 (1.7106373409430187) | > loss_feat: 7.459869384765625 (8.138530651728312) | > loss_mel: 12.713040351867676 (13.56633456548055) | > loss_duration: 1.7150286436080933 (1.6960362195968628) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.311765670776367 (27.88215398788452) | > grad_norm_1: tensor(934.7958, device='cuda:0') (tensor(687.7702, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8567 (0.8419131835301717) | > loader_time: 0.0092 (0.010291993618011475)  --> TIME: 2025-05-09 14:19:14 -- STEP: 62/725 -- GLOBAL_STEP: 148150 | > loss_disc: 2.1465959548950195 (2.2354752729015965) | > loss_disc_real_0: 0.10705653578042984 (0.1485986524531918) | > loss_disc_real_1: 0.19725900888442993 (0.19267338298020825) | > loss_disc_real_2: 0.183584526181221 (0.19099600757322005) | > loss_disc_real_3: 0.17587727308273315 (0.20478907227516174) | > loss_disc_real_4: 0.2203727811574936 (0.19899777851758466) | > loss_disc_real_5: 0.20825520157814026 (0.2062191393586897) | > loss_0: 2.1465959548950195 (2.2354752729015965) | > grad_norm_0: tensor(38.8838, device='cuda:0') (tensor(41.8524, device='cuda:0')) | > loss_gen: 2.7469589710235596 (2.777246294483062) | > loss_kl: 1.6125389337539673 (1.7252285961181886) | > loss_feat: 8.516818046569824 (8.232147693634039) | > loss_mel: 14.320096969604492 (13.55794382095337) | > loss_duration: 1.7258327007293701 (1.6897197404215414) | > amp_scaler: 128.0 (152.77419354838705) | > loss_1: 28.9222469329834 (27.982286360956007) | > grad_norm_1: tensor(783.2407, device='cuda:0') (tensor(637.7345, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8424 (0.8516731915935394) | > loader_time: 0.0095 (0.010134443160026301)  --> TIME: 2025-05-09 14:19:58 -- STEP: 112/725 -- GLOBAL_STEP: 148200 | > loss_disc: 2.3323066234588623 (2.226637588015625) | > loss_disc_real_0: 0.16291546821594238 (0.1429857950258468) | > loss_disc_real_1: 0.2197195589542389 (0.1949815605101841) | > loss_disc_real_2: 0.20204724371433258 (0.18893700452255352) | > loss_disc_real_3: 0.22693286836147308 (0.20549061508583172) | > loss_disc_real_4: 0.20189090073108673 (0.19910116121172905) | > loss_disc_real_5: 0.22743304073810577 (0.2043151721092207) | > loss_0: 2.3323066234588623 (2.226637588015625) | > grad_norm_0: tensor(29.3385, device='cuda:0') (tensor(39.5737, device='cuda:0')) | > loss_gen: 2.4470157623291016 (2.768759099500521) | > loss_kl: 1.5764528512954712 (1.712806696338313) | > loss_feat: 6.5648088455200195 (8.237403873886388) | > loss_mel: 11.487407684326172 (13.462117569787166) | > loss_duration: 1.6795066595077515 (1.6929302385875158) | > amp_scaler: 128.0 (141.71428571428572) | > loss_1: 23.755191802978516 (27.874017681394303) | > grad_norm_1: tensor(561.2862, device='cuda:0') (tensor(679.6724, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8229 (0.8521524220705032) | > loader_time: 0.0092 (0.00994275084563664)  --> TIME: 2025-05-09 14:20:41 -- STEP: 162/725 -- GLOBAL_STEP: 148250 | > loss_disc: 2.1368908882141113 (2.211942873619221) | > loss_disc_real_0: 0.12934419512748718 (0.138780718508326) | > loss_disc_real_1: 0.18218004703521729 (0.19379795287494314) | > loss_disc_real_2: 0.17471113801002502 (0.18740545296006733) | > loss_disc_real_3: 0.2096179872751236 (0.20515729192598367) | > loss_disc_real_4: 0.1657552421092987 (0.1986563244351635) | > loss_disc_real_5: 0.2430320382118225 (0.2041770879317212) | > loss_0: 2.1368908882141113 (2.211942873619221) | > grad_norm_0: tensor(42.4298, device='cuda:0') (tensor(38.6937, device='cuda:0')) | > loss_gen: 2.809515953063965 (2.7866041351247723) | > loss_kl: 1.7299563884735107 (1.7208668795632727) | > loss_feat: 8.821608543395996 (8.331592733477375) | > loss_mel: 14.10956859588623 (13.507859065208908) | > loss_duration: 1.6417913436889648 (1.6929632359080844) | > amp_scaler: 128.0 (137.4814814814814) | > loss_1: 29.112442016601562 (28.03988625090799) | > grad_norm_1: tensor(973.1313, device='cuda:0') (tensor(715.7570, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8496 (0.8522659775651531) | > loader_time: 0.0095 (0.00989306120224941)  --> TIME: 2025-05-09 14:21:25 -- STEP: 212/725 -- GLOBAL_STEP: 148300 | > loss_disc: 2.2804791927337646 (2.2100423804993907) | > loss_disc_real_0: 0.12398437410593033 (0.1393857334371446) | > loss_disc_real_1: 0.19891725480556488 (0.1935122915596333) | > loss_disc_real_2: 0.198325052857399 (0.18759638682570096) | > loss_disc_real_3: 0.21424423158168793 (0.20525584390984392) | > loss_disc_real_4: 0.2263852208852768 (0.1984917525694056) | > loss_disc_real_5: 0.22227968275547028 (0.20281649113826025) | > loss_0: 2.2804791927337646 (2.2100423804993907) | > grad_norm_0: tensor(47.5297, device='cuda:0') (tensor(38.5926, device='cuda:0')) | > loss_gen: 2.6643404960632324 (2.7900900852005437) | > loss_kl: 1.5943049192428589 (1.7165943131131947) | > loss_feat: 8.078826904296875 (8.350832963889506) | > loss_mel: 12.43973159790039 (13.488130969821285) | > loss_duration: 1.6793341636657715 (1.6925851702690125) | > amp_scaler: 128.0 (135.2452830188679) | > loss_1: 26.456539154052734 (28.038233676046694) | > grad_norm_1: tensor(968.3525, device='cuda:0') (tensor(724.0962, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.853 (0.855373500653033) | > loader_time: 0.0107 (0.009911405590345276)  --> TIME: 2025-05-09 14:22:08 -- STEP: 262/725 -- GLOBAL_STEP: 148350 | > loss_disc: 2.2002415657043457 (2.2054115784077246) | > loss_disc_real_0: 0.13699020445346832 (0.1375829020927426) | > loss_disc_real_1: 0.1949714720249176 (0.19318852914881166) | > loss_disc_real_2: 0.1772543042898178 (0.1875800223637173) | > loss_disc_real_3: 0.19977334141731262 (0.20475166626558958) | > loss_disc_real_4: 0.1908903867006302 (0.19825677004934272) | > loss_disc_real_5: 0.21519115567207336 (0.2032297497600999) | > loss_0: 2.2002415657043457 (2.2054115784077246) | > grad_norm_0: tensor(52.3753, device='cuda:0') (tensor(38.1956, device='cuda:0')) | > loss_gen: 2.629619836807251 (2.790115234506039) | > loss_kl: 1.8522977828979492 (1.722311663718624) | > loss_feat: 7.610445022583008 (8.376614710756844) | > loss_mel: 13.13785171508789 (13.534199561781557) | > loss_duration: 1.6954236030578613 (1.693451748094486) | > amp_scaler: 128.0 (133.86259541984728) | > loss_1: 26.925636291503906 (28.116693045346793) | > grad_norm_1: tensor(689.9713, device='cuda:0') (tensor(746.6655, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8757 (0.8534549502016023) | > loader_time: 0.0101 (0.009924187005021191)  --> TIME: 2025-05-09 14:22:51 -- STEP: 312/725 -- GLOBAL_STEP: 148400 | > loss_disc: 2.049107074737549 (2.209036442331779) | > loss_disc_real_0: 0.07881925255060196 (0.13810276856216105) | > loss_disc_real_1: 0.18268708884716034 (0.19346837751949453) | > loss_disc_real_2: 0.21144665777683258 (0.1880896512705547) | > loss_disc_real_3: 0.25410184264183044 (0.20493005755811172) | > loss_disc_real_4: 0.1900702714920044 (0.19856001408054286) | > loss_disc_real_5: 0.15065312385559082 (0.20316723438027579) | > loss_0: 2.049107074737549 (2.209036442331779) | > grad_norm_0: tensor(27.6960, device='cuda:0') (tensor(37.6817, device='cuda:0')) | > loss_gen: 2.9767584800720215 (2.7828749609299175) | > loss_kl: 1.7305501699447632 (1.7156078968292627) | > loss_feat: 9.013787269592285 (8.312643859630981) | > loss_mel: 13.478187561035156 (13.467691681323908) | > loss_duration: 1.6986396312713623 (1.6931586727882042) | > amp_scaler: 128.0 (132.92307692307696) | > loss_1: 28.89792251586914 (27.971977178867046) | > grad_norm_1: tensor(796.8240, device='cuda:0') (tensor(743.8828, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8294 (0.8519336023391821) | > loader_time: 0.0104 (0.00991911230943142)  --> TIME: 2025-05-09 14:23:34 -- STEP: 362/725 -- GLOBAL_STEP: 148450 | > loss_disc: 2.136327028274536 (2.2091887672303137) | > loss_disc_real_0: 0.14533567428588867 (0.13874800133812165) | > loss_disc_real_1: 0.20648351311683655 (0.19331627079795086) | > loss_disc_real_2: 0.19165655970573425 (0.18763123996020684) | > loss_disc_real_3: 0.19528813660144806 (0.20515081607505112) | > loss_disc_real_4: 0.20301496982574463 (0.19834904500298742) | > loss_disc_real_5: 0.19828738272190094 (0.2028083241858535) | > loss_0: 2.136327028274536 (2.2091887672303137) | > grad_norm_0: tensor(24.5555, device='cuda:0') (tensor(37.4578, device='cuda:0')) | > loss_gen: 2.853736162185669 (2.786649375330676) | > loss_kl: 1.950316071510315 (1.7225783111640762) | > loss_feat: 9.14271068572998 (8.327363400169505) | > loss_mel: 14.361783981323242 (13.488452242224255) | > loss_duration: 1.6559480428695679 (1.692450984077559) | > amp_scaler: 128.0 (132.2430939226519) | > loss_1: 29.964496612548828 (28.017494417685832) | > grad_norm_1: tensor(894.7797, device='cuda:0') (tensor(727.6979, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8437 (0.8514673130288308) | > loader_time: 0.0096 (0.009898156750926656)  --> TIME: 2025-05-09 14:24:17 -- STEP: 412/725 -- GLOBAL_STEP: 148500 | > loss_disc: 2.340794086456299 (2.2106712428690165) | > loss_disc_real_0: 0.1215493306517601 (0.13941713381848003) | > loss_disc_real_1: 0.21102727949619293 (0.19343443681458833) | > loss_disc_real_2: 0.2538190484046936 (0.18783081905211063) | > loss_disc_real_3: 0.20402590930461884 (0.20476132204521055) | > loss_disc_real_4: 0.22560110688209534 (0.1983363446101402) | > loss_disc_real_5: 0.20380398631095886 (0.20328326642657946) | > loss_0: 2.340794086456299 (2.2106712428690165) | > grad_norm_0: tensor(29.4529, device='cuda:0') (tensor(36.7626, device='cuda:0')) | > loss_gen: 2.530362606048584 (2.7829454338666295) | > loss_kl: 1.7291836738586426 (1.7268577163080567) | > loss_feat: 7.656893253326416 (8.321660426056495) | > loss_mel: 12.894271850585938 (13.509294028421051) | > loss_duration: 1.6958121061325073 (1.6930192795771997) | > amp_scaler: 128.0 (131.72815533980582) | > loss_1: 26.50652503967285 (28.03377696842823) | > grad_norm_1: tensor(751.0786, device='cuda:0') (tensor(721.7449, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8583 (0.8509654495322588) | > loader_time: 0.0096 (0.009851885073393296)  --> TIME: 2025-05-09 14:25:00 -- STEP: 462/725 -- GLOBAL_STEP: 148550 | > loss_disc: 2.1743249893188477 (2.2140270943765508) | > loss_disc_real_0: 0.13039642572402954 (0.13965797284819606) | > loss_disc_real_1: 0.1868283450603485 (0.19390021109735817) | > loss_disc_real_2: 0.21701626479625702 (0.188277147420041) | > loss_disc_real_3: 0.1777261346578598 (0.2049068694055339) | > loss_disc_real_4: 0.17632445693016052 (0.19856355171570017) | > loss_disc_real_5: 0.18277394771575928 (0.2036487427560282) | > loss_0: 2.1743249893188477 (2.2140270943765508) | > grad_norm_0: tensor(21.5504, device='cuda:0') (tensor(35.9177, device='cuda:0')) | > loss_gen: 2.691925287246704 (2.77288778416522) | > loss_kl: 1.9187405109405518 (1.730744574493144) | > loss_feat: 8.008158683776855 (8.283919559412704) | > loss_mel: 13.824939727783203 (13.472072908888647) | > loss_duration: 1.7340487241744995 (1.6934135682655103) | > amp_scaler: 128.0 (131.32467532467535) | > loss_1: 28.177812576293945 (27.953038471601744) | > grad_norm_1: tensor(1031.9872, device='cuda:0') (tensor(722.6294, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.7916 (0.8502246110470264) | > loader_time: 0.0094 (0.00985435438362551)  --> TIME: 2025-05-09 14:25:43 -- STEP: 512/725 -- GLOBAL_STEP: 148600 | > loss_disc: 2.1590583324432373 (2.2173165385611346) | > loss_disc_real_0: 0.18707197904586792 (0.14143422684719553) | > loss_disc_real_1: 0.1906692385673523 (0.19415217929054057) | > loss_disc_real_2: 0.18405944108963013 (0.18826105337939228) | > loss_disc_real_3: 0.18205520510673523 (0.20492517907405278) | > loss_disc_real_4: 0.17755630612373352 (0.19880603390629406) | > loss_disc_real_5: 0.1952255815267563 (0.20365800386935007) | > loss_0: 2.1590583324432373 (2.2173165385611346) | > grad_norm_0: tensor(47.6211, device='cuda:0') (tensor(36.0394, device='cuda:0')) | > loss_gen: 2.9594712257385254 (2.7726300787180653) | > loss_kl: 1.7181757688522339 (1.7305739116854966) | > loss_feat: 9.332698822021484 (8.273151704110203) | > loss_mel: 13.82405948638916 (13.459796076640487) | > loss_duration: 1.65525484085083 (1.6948027731850743) | > amp_scaler: 128.0 (130.99999999999994) | > loss_1: 29.489660263061523 (27.9309546276927) | > grad_norm_1: tensor(537.2271, device='cuda:0') (tensor(708.5693, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8565 (0.8498864430002868) | > loader_time: 0.0108 (0.009869117289781572)  --> TIME: 2025-05-09 14:26:27 -- STEP: 562/725 -- GLOBAL_STEP: 148650 | > loss_disc: 2.31636381149292 (2.217452373793117) | > loss_disc_real_0: 0.14323826134204865 (0.14147350168869802) | > loss_disc_real_1: 0.20258423686027527 (0.19423157117226805) | > loss_disc_real_2: 0.20756733417510986 (0.1883591665651026) | > loss_disc_real_3: 0.2294856160879135 (0.20489560221437886) | > loss_disc_real_4: 0.21525640785694122 (0.19884377383888827) | > loss_disc_real_5: 0.16933587193489075 (0.2034929130504776) | > loss_0: 2.31636381149292 (2.217452373793117) | > grad_norm_0: tensor(44.6431, device='cuda:0') (tensor(35.8348, device='cuda:0')) | > loss_gen: 2.590432643890381 (2.7697975677951785) | > loss_kl: 1.9395538568496704 (1.7359690918616975) | > loss_feat: 7.464913845062256 (8.266783987500066) | > loss_mel: 12.150578498840332 (13.453448942123359) | > loss_duration: 1.66422438621521 (1.6949351109643844) | > amp_scaler: 128.0 (130.7330960854092) | > loss_1: 25.809703826904297 (27.9209347857275) | > grad_norm_1: tensor(595.6559, device='cuda:0') (tensor(707.7585, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8932 (0.8506090102246645) | > loader_time: 0.0102 (0.009863969694252975)  --> TIME: 2025-05-09 14:27:10 -- STEP: 612/725 -- GLOBAL_STEP: 148700 | > loss_disc: 2.224829912185669 (2.2175144744075213) | > loss_disc_real_0: 0.14465194940567017 (0.14129025162215905) | > loss_disc_real_1: 0.20859606564044952 (0.19417915101242228) | > loss_disc_real_2: 0.19625569880008698 (0.18828732607995768) | > loss_disc_real_3: 0.20443758368492126 (0.20488083713194907) | > loss_disc_real_4: 0.24361968040466309 (0.19898131436187447) | > loss_disc_real_5: 0.19945168495178223 (0.20381288876866593) | > loss_0: 2.224829912185669 (2.2175144744075213) | > grad_norm_0: tensor(37.9287, device='cuda:0') (tensor(35.5480, device='cuda:0')) | > loss_gen: 2.8827521800994873 (2.7688710977828563) | > loss_kl: 1.8869235515594482 (1.7389986283249326) | > loss_feat: 8.02651309967041 (8.257634046810121) | > loss_mel: 13.472183227539062 (13.444739522497638) | > loss_duration: 1.6211292743682861 (1.694790029253055) | > amp_scaler: 128.0 (130.50980392156856) | > loss_1: 27.889501571655273 (27.905033420113945) | > grad_norm_1: tensor(854.8327, device='cuda:0') (tensor(708.5146, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8154 (0.8503557576073537) | > loader_time: 0.0089 (0.009860053950665049)  --> TIME: 2025-05-09 14:27:53 -- STEP: 662/725 -- GLOBAL_STEP: 148750 | > loss_disc: 2.186917781829834 (2.217324824131507) | > loss_disc_real_0: 0.16474409401416779 (0.14112630830317996) | > loss_disc_real_1: 0.19021230936050415 (0.19407488270648662) | > loss_disc_real_2: 0.17835859954357147 (0.18818725960672447) | > loss_disc_real_3: 0.1710124909877777 (0.20486836452768656) | > loss_disc_real_4: 0.19961881637573242 (0.19891992137061124) | > loss_disc_real_5: 0.1977875828742981 (0.20395511293114132) | > loss_0: 2.186917781829834 (2.217324824131507) | > grad_norm_0: tensor(37.1416, device='cuda:0') (tensor(35.5894, device='cuda:0')) | > loss_gen: 2.9020674228668213 (2.768534175218771) | > loss_kl: 1.7569025754928589 (1.740172204114159) | > loss_feat: 8.645241737365723 (8.251341165012455) | > loss_mel: 12.536595344543457 (13.439742750991867) | > loss_duration: 1.6939352750778198 (1.6952852920102923) | > amp_scaler: 128.0 (130.32024169184282) | > loss_1: 27.53474235534668 (27.89507567414343) | > grad_norm_1: tensor(702.0671, device='cuda:0') (tensor(710.6656, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8599 (0.8499352492594644) | > loader_time: 0.0097 (0.009843029284405202)  --> TIME: 2025-05-09 14:28:36 -- STEP: 712/725 -- GLOBAL_STEP: 148800 | > loss_disc: 2.090425968170166 (2.218492178434735) | > loss_disc_real_0: 0.10304708033800125 (0.14112191864425355) | > loss_disc_real_1: 0.16280856728553772 (0.1943252395126927) | > loss_disc_real_2: 0.19849300384521484 (0.18834658151262265) | > loss_disc_real_3: 0.21288374066352844 (0.2049511641347677) | > loss_disc_real_4: 0.19080783426761627 (0.1989215055710812) | > loss_disc_real_5: 0.2150908261537552 (0.20418329766082965) | > loss_0: 2.090425968170166 (2.218492178434735) | > grad_norm_0: tensor(31.8787, device='cuda:0') (tensor(35.3642, device='cuda:0')) | > loss_gen: 2.9238646030426025 (2.765883632925116) | > loss_kl: 1.834489107131958 (1.7434830191764938) | > loss_feat: 8.070137023925781 (8.245259402173279) | > loss_mel: 13.891287803649902 (13.425457882077506) | > loss_duration: 1.7139358520507812 (1.695121203245741) | > amp_scaler: 128.0 (130.1573033707865) | > loss_1: 28.433713912963867 (27.875205203388504) | > grad_norm_1: tensor(717.6021, device='cuda:0') (tensor(708.1379, device='cuda:0')) | > current_lr_0: 0.00019650566588101984 | > current_lr_1: 0.00019650566588101984 | > step_time: 0.8219 (0.8496117692315174) | > loader_time: 0.0097 (0.009838923979341316)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.280162811279297 (2.280162811279297) | > loss_disc_real_0: 0.14397400617599487 (0.14397400617599487) | > loss_disc_real_1: 0.1863422840833664 (0.1863422840833664) | > loss_disc_real_2: 0.20336143672466278 (0.20336143672466278) | > loss_disc_real_3: 0.22850008308887482 (0.22850008308887482) | > loss_disc_real_4: 0.27788713574409485 (0.27788713574409485) | > loss_disc_real_5: 0.2486821711063385 (0.2486821711063385) | > loss_0: 2.280162811279297 (2.280162811279297) | > loss_gen: 2.8923535346984863 (2.8923535346984863) | > loss_kl: 2.216667652130127 (2.216667652130127) | > loss_feat: 7.840240955352783 (7.840240955352783) | > loss_mel: 14.187592506408691 (14.187592506408691) | > loss_duration: 1.695984125137329 (1.695984125137329) | > loss_1: 28.83283805847168 (28.83283805847168)  --> STEP: 1 | > loss_disc: 2.1627490520477295 (2.1627490520477295) | > loss_disc_real_0: 0.13920657336711884 (0.13920657336711884) | > loss_disc_real_1: 0.17371885478496552 (0.17371885478496552) | > loss_disc_real_2: 0.21203003823757172 (0.21203003823757172) | > loss_disc_real_3: 0.17836622893810272 (0.17836622893810272) | > loss_disc_real_4: 0.25572168827056885 (0.25572168827056885) | > loss_disc_real_5: 0.23836185038089752 (0.23836185038089752) | > loss_0: 2.1627490520477295 (2.1627490520477295) | > loss_gen: 3.0127577781677246 (3.0127577781677246) | > loss_kl: 1.8698629140853882 (1.8698629140853882) | > loss_feat: 8.843770027160645 (8.843770027160645) | > loss_mel: 15.386466979980469 (15.386466979980469) | > loss_duration: 1.7747540473937988 (1.7747540473937988) | > loss_1: 30.887611389160156 (30.887611389160156)  --> STEP: 2 | > loss_disc: 2.2765398025512695 (2.2196444272994995) | > loss_disc_real_0: 0.14545932412147522 (0.14233294874429703) | > loss_disc_real_1: 0.17951786518096924 (0.17661835998296738) | > loss_disc_real_2: 0.18812720477581024 (0.20007862150669098) | > loss_disc_real_3: 0.21062862873077393 (0.19449742883443832) | > loss_disc_real_4: 0.27131035923957825 (0.26351602375507355) | > loss_disc_real_5: 0.24848666787147522 (0.24342425912618637) | > loss_0: 2.2765398025512695 (2.2196444272994995) | > loss_gen: 2.8299927711486816 (2.921375274658203) | > loss_kl: 2.0070765018463135 (1.9384697079658508) | > loss_feat: 7.939476013183594 (8.39162302017212) | > loss_mel: 13.114978790283203 (14.250722885131836) | > loss_duration: 1.8272398710250854 (1.8009969592094421) | > loss_1: 27.71876335144043 (29.303187370300293)  --> STEP: 3 | > loss_disc: 2.2982423305511475 (2.2458437283833823) | > loss_disc_real_0: 0.16770465672016144 (0.15079018473625183) | > loss_disc_real_1: 0.18410088121891022 (0.17911253372828165) | > loss_disc_real_2: 0.20577986538410187 (0.2019790361324946) | > loss_disc_real_3: 0.21349041163921356 (0.20082842310269675) | > loss_disc_real_4: 0.28247585892677307 (0.2698359688123067) | > loss_disc_real_5: 0.21253390610218048 (0.23312747478485107) | > loss_0: 2.2982423305511475 (2.2458437283833823) | > loss_gen: 2.8621315956115723 (2.9016273816426597) | > loss_kl: 2.0204505920410156 (1.965796669324239) | > loss_feat: 7.701244354248047 (8.161496798197428) | > loss_mel: 13.377099990844727 (13.959515253702799) | > loss_duration: 1.8050627708435059 (1.8023522297541301) | > loss_1: 27.765989303588867 (28.790788014729817)  --> STEP: 4 | > loss_disc: 2.3976902961730957 (2.2838053703308105) | > loss_disc_real_0: 0.15079207718372345 (0.15079065784811974) | > loss_disc_real_1: 0.18433032929897308 (0.1804169826209545) | > loss_disc_real_2: 0.19158966839313507 (0.19938169419765472) | > loss_disc_real_3: 0.20150497555732727 (0.20099756121635437) | > loss_disc_real_4: 0.2533620595932007 (0.2657174915075302) | > loss_disc_real_5: 0.2701527774333954 (0.24238380044698715) | > loss_0: 2.3976902961730957 (2.2838053703308105) | > loss_gen: 2.66408109664917 (2.842240810394287) | > loss_kl: 1.6897025108337402 (1.8967731297016144) | > loss_feat: 8.394993782043457 (8.219871044158936) | > loss_mel: 11.672046661376953 (13.387648105621338) | > loss_duration: 1.732210397720337 (1.7848167717456818) | > loss_1: 26.153034210205078 (28.131349563598633) --> EVAL PERFORMANCE | > avg_loader_time: 0.2876112461090088 (-0.00542449951171875) | > avg_loss_disc: 2.2838053703308105 (+0.026546716690063477) | > avg_loss_disc_real_0: 0.15079065784811974 (+0.010460224002599716) | > avg_loss_disc_real_1: 0.1804169826209545 (+0.03602045401930809) | > avg_loss_disc_real_2: 0.19938169419765472 (-0.006729431450366974) | > avg_loss_disc_real_3: 0.20099756121635437 (-0.039471518248319626) | > avg_loss_disc_real_4: 0.2657174915075302 (+0.03101051226258278) | > avg_loss_disc_real_5: 0.24238380044698715 (-0.02098868414759636) | > avg_loss_0: 2.2838053703308105 (+0.026546716690063477) | > avg_loss_gen: 2.842240810394287 (-0.018249571323394775) | > avg_loss_kl: 1.8967731297016144 (-0.012135714292526245) | > avg_loss_feat: 8.219871044158936 (-0.06371879577636719) | > avg_loss_mel: 13.387648105621338 (-0.6377241611480713) | > avg_loss_duration: 1.7848167717456818 (+0.009362995624542236) | > avg_loss_1: 28.131349563598633 (-0.7224664688110352)  > EPOCH: 142/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 14:28:53)   --> TIME: 2025-05-09 14:29:27 -- STEP: 37/725 -- GLOBAL_STEP: 148850 | > loss_disc: 2.292487144470215 (2.229091844043216) | > loss_disc_real_0: 0.11479155719280243 (0.13836611082424988) | > loss_disc_real_1: 0.17752906680107117 (0.1973704433924443) | > loss_disc_real_2: 0.16669954359531403 (0.19016155681094607) | > loss_disc_real_3: 0.19684183597564697 (0.2050058853787345) | > loss_disc_real_4: 0.18944677710533142 (0.20115343581985784) | > loss_disc_real_5: 0.18126870691776276 (0.20511213065804662) | > loss_0: 2.292487144470215 (2.229091844043216) | > grad_norm_0: tensor(35.2615, device='cuda:0') (tensor(34.2295, device='cuda:0')) | > loss_gen: 2.6812965869903564 (2.752130837053866) | > loss_kl: 1.7278261184692383 (1.747731933722625) | > loss_feat: 8.276589393615723 (8.12955160398741) | > loss_mel: 13.925025939941406 (13.353772214941076) | > loss_duration: 1.6799952983856201 (1.6945520510544647) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.290733337402344 (27.67773860209697) | > grad_norm_1: tensor(156.9290, device='cuda:0') (tensor(782.5956, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8438 (0.8447002977938265) | > loader_time: 0.0118 (0.010254125337342958)  --> TIME: 2025-05-09 14:30:10 -- STEP: 87/725 -- GLOBAL_STEP: 148900 | > loss_disc: 2.1164462566375732 (2.2196185588836665) | > loss_disc_real_0: 0.10771011561155319 (0.14065815773846085) | > loss_disc_real_1: 0.18340475857257843 (0.19668749283099995) | > loss_disc_real_2: 0.18820448219776154 (0.18956240754702997) | > loss_disc_real_3: 0.19576509296894073 (0.20614749261702614) | > loss_disc_real_4: 0.20381371676921844 (0.19962889281497603) | > loss_disc_real_5: 0.21036788821220398 (0.2021819806989582) | > loss_0: 2.1164462566375732 (2.2196185588836665) | > grad_norm_0: tensor(32.9827, device='cuda:0') (tensor(37.3505, device='cuda:0')) | > loss_gen: 2.8749265670776367 (2.7800084941688623) | > loss_kl: 1.861391544342041 (1.7324505386681393) | > loss_feat: 9.372485160827637 (8.215791291203992) | > loss_mel: 14.236766815185547 (13.392874783483045) | > loss_duration: 1.6814603805541992 (1.6968162744894792) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.02703094482422 (27.817941336796203) | > grad_norm_1: tensor(784.3874, device='cuda:0') (tensor(753.8819, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.827 (0.8471076735134783) | > loader_time: 0.0092 (0.010136278196312916)  --> TIME: 2025-05-09 14:30:53 -- STEP: 137/725 -- GLOBAL_STEP: 148950 | > loss_disc: 2.460510730743408 (2.2207550776265834) | > loss_disc_real_0: 0.08602635562419891 (0.1396212260218433) | > loss_disc_real_1: 0.2293001115322113 (0.19686566956721957) | > loss_disc_real_2: 0.19657066464424133 (0.18915358185768127) | > loss_disc_real_3: 0.21912860870361328 (0.20526643445456985) | > loss_disc_real_4: 0.20942366123199463 (0.19896981707454597) | > loss_disc_real_5: 0.2082020491361618 (0.20196731736625198) | > loss_0: 2.460510730743408 (2.2207550776265834) | > grad_norm_0: tensor(44.4780, device='cuda:0') (tensor(37.7928, device='cuda:0')) | > loss_gen: 2.6253416538238525 (2.774605288122692) | > loss_kl: 1.8260058164596558 (1.7293364453489763) | > loss_feat: 8.158363342285156 (8.244688496972522) | > loss_mel: 13.039600372314453 (13.423757434761438) | > loss_duration: 1.691243290901184 (1.6978486376087158) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.34055519104004 (27.87023632021716) | > grad_norm_1: tensor(861.4883, device='cuda:0') (tensor(744.5660, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8175 (0.8488869997706726) | > loader_time: 0.0089 (0.010029100153568015)  --> TIME: 2025-05-09 14:31:37 -- STEP: 187/725 -- GLOBAL_STEP: 149000 | > loss_disc: 2.3158254623413086 (2.227338335730811) | > loss_disc_real_0: 0.1615450084209442 (0.14059189352440965) | > loss_disc_real_1: 0.19443398714065552 (0.1964742154042351) | > loss_disc_real_2: 0.204307422041893 (0.19031055693957896) | > loss_disc_real_3: 0.21988742053508759 (0.20539338902674886) | > loss_disc_real_4: 0.1989719569683075 (0.19868499391219197) | > loss_disc_real_5: 0.19342800974845886 (0.20365793086628226) | > loss_0: 2.3158254623413086 (2.227338335730811) | > grad_norm_0: tensor(32.7161, device='cuda:0') (tensor(36.2429, device='cuda:0')) | > loss_gen: 2.572272539138794 (2.757906447119892) | > loss_kl: 1.7603702545166016 (1.7325918559722084) | > loss_feat: 7.164844989776611 (8.183337996987738) | > loss_mel: 12.011153221130371 (13.369560231499493) | > loss_duration: 1.7256669998168945 (1.699327227266077) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.23430633544922 (27.742723719958953) | > grad_norm_1: tensor(679.7047, device='cuda:0') (tensor(735.6388, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8624 (0.8514458801657121) | > loader_time: 0.01 (0.009968505186193128) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_149000.pth  --> TIME: 2025-05-09 14:32:22 -- STEP: 237/725 -- GLOBAL_STEP: 149050 | > loss_disc: 2.2788071632385254 (2.22552437118337) | > loss_disc_real_0: 0.09974277764558792 (0.14091201827621674) | > loss_disc_real_1: 0.21185541152954102 (0.19580020890708713) | > loss_disc_real_2: 0.20277702808380127 (0.18922634950921505) | > loss_disc_real_3: 0.20658792555332184 (0.20556826480833282) | > loss_disc_real_4: 0.21895280480384827 (0.19875769914454045) | > loss_disc_real_5: 0.2042599767446518 (0.20465421066756992) | > loss_0: 2.2788071632385254 (2.22552437118337) | > grad_norm_0: tensor(41.0477, device='cuda:0') (tensor(36.0186, device='cuda:0')) | > loss_gen: 2.6986565589904785 (2.7561365411251413) | > loss_kl: 1.848220944404602 (1.736929861805107) | > loss_feat: 7.775362968444824 (8.206582025133606) | > loss_mel: 12.901213645935059 (13.395443960584165) | > loss_duration: 1.678751826286316 (1.6989656993608435) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.902204513549805 (27.79405803117068) | > grad_norm_1: tensor(1064.8956, device='cuda:0') (tensor(735.0645, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8168 (0.8514035904960793) | > loader_time: 0.009 (0.009959467352694098)  --> TIME: 2025-05-09 14:33:05 -- STEP: 287/725 -- GLOBAL_STEP: 149100 | > loss_disc: 2.427295684814453 (2.2263285249783173) | > loss_disc_real_0: 0.18442150950431824 (0.14144217967987072) | > loss_disc_real_1: 0.19635774195194244 (0.19528643054829245) | > loss_disc_real_2: 0.19400599598884583 (0.18950863390226397) | > loss_disc_real_3: 0.22396093606948853 (0.2057052409918881) | > loss_disc_real_4: 0.2010226845741272 (0.1987386609099883) | > loss_disc_real_5: 0.23902574181556702 (0.2043783304894843) | > loss_0: 2.427295684814453 (2.2263285249783173) | > grad_norm_0: tensor(77.3211, device='cuda:0') (tensor(36.7120, device='cuda:0')) | > loss_gen: 2.540034770965576 (2.758529925595593) | > loss_kl: 1.3841456174850464 (1.7405577711111992) | > loss_feat: 6.797280311584473 (8.204935622132197) | > loss_mel: 12.419721603393555 (13.411494238451382) | > loss_duration: 1.7065788507461548 (1.6992724008261122) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.847761154174805 (27.814789894981253) | > grad_norm_1: tensor(735.4184, device='cuda:0') (tensor(731.0137, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8132 (0.8499687465641146) | > loader_time: 0.0095 (0.009961413174140744)  --> TIME: 2025-05-09 14:33:49 -- STEP: 337/725 -- GLOBAL_STEP: 149150 | > loss_disc: 2.2962310314178467 (2.2315633240368657) | > loss_disc_real_0: 0.15464913845062256 (0.14233469945386895) | > loss_disc_real_1: 0.18769018352031708 (0.19540487278462876) | > loss_disc_real_2: 0.21511316299438477 (0.18985276711270085) | > loss_disc_real_3: 0.22997134923934937 (0.20598448154126855) | > loss_disc_real_4: 0.2180894911289215 (0.19903584067828578) | > loss_disc_real_5: 0.2262275665998459 (0.2054313519853513) | > loss_0: 2.2962310314178467 (2.2315633240368657) | > grad_norm_0: tensor(19.3649, device='cuda:0') (tensor(36.1452, device='cuda:0')) | > loss_gen: 2.6065919399261475 (2.750299003074714) | > loss_kl: 1.6449576616287231 (1.7385721150067157) | > loss_feat: 7.376972198486328 (8.165445558395156) | > loss_mel: 13.447806358337402 (13.357218714071664) | > loss_duration: 1.6570680141448975 (1.6984207039417074) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.733396530151367 (27.709956053102758) | > grad_norm_1: tensor(335.7833, device='cuda:0') (tensor(713.8558, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8785 (0.8504484371898441) | > loader_time: 0.0097 (0.009921040662318381)  --> TIME: 2025-05-09 14:34:32 -- STEP: 387/725 -- GLOBAL_STEP: 149200 | > loss_disc: 2.180501699447632 (2.2262386172932835) | > loss_disc_real_0: 0.13333550095558167 (0.14160342285414382) | > loss_disc_real_1: 0.20883597433567047 (0.19496937535067865) | > loss_disc_real_2: 0.18696145713329315 (0.1896040708365675) | > loss_disc_real_3: 0.20334292948246002 (0.20553901371875782) | > loss_disc_real_4: 0.20529259741306305 (0.19864227420599886) | > loss_disc_real_5: 0.1883644461631775 (0.2050738559905873) | > loss_0: 2.180501699447632 (2.2262386172932835) | > grad_norm_0: tensor(32.1144, device='cuda:0') (tensor(35.6787, device='cuda:0')) | > loss_gen: 2.8924906253814697 (2.754681690102709) | > loss_kl: 1.7779427766799927 (1.741496365815786) | > loss_feat: 8.782910346984863 (8.190276039971247) | > loss_mel: 13.592485427856445 (13.387860118264683) | > loss_duration: 1.7704226970672607 (1.6984636395476584) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.816251754760742 (27.772777784086323) | > grad_norm_1: tensor(987.4285, device='cuda:0') (tensor(713.9149, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8502 (0.8509595554312382) | > loader_time: 0.0097 (0.009940093185858518)  --> TIME: 2025-05-09 14:35:16 -- STEP: 437/725 -- GLOBAL_STEP: 149250 | > loss_disc: 2.2289602756500244 (2.225890815939998) | > loss_disc_real_0: 0.16040262579917908 (0.14118734719892384) | > loss_disc_real_1: 0.18508635461330414 (0.1948492565198676) | > loss_disc_real_2: 0.17010478675365448 (0.18934261065735156) | > loss_disc_real_3: 0.24643459916114807 (0.20587029183620173) | > loss_disc_real_4: 0.22815006971359253 (0.19859260330893083) | > loss_disc_real_5: 0.23517294228076935 (0.20532983261878762) | > loss_0: 2.2289602756500244 (2.225890815939998) | > grad_norm_0: tensor(23.9629, device='cuda:0') (tensor(35.6560, device='cuda:0')) | > loss_gen: 2.838887929916382 (2.7544640283562782) | > loss_kl: 1.7754749059677124 (1.7421868545785375) | > loss_feat: 8.194977760314941 (8.185150888473544) | > loss_mel: 13.568920135498047 (13.363942253235003) | > loss_duration: 1.668609380722046 (1.6979279138949153) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.0468692779541 (27.74367186679447) | > grad_norm_1: tensor(811.2267, device='cuda:0') (tensor(715.9684, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8865 (0.8514603062679897) | > loader_time: 0.0103 (0.009921909196971486)  --> TIME: 2025-05-09 14:35:59 -- STEP: 487/725 -- GLOBAL_STEP: 149300 | > loss_disc: 2.217205047607422 (2.2280684393778922) | > loss_disc_real_0: 0.12653255462646484 (0.1412372927676724) | > loss_disc_real_1: 0.20434339344501495 (0.19489010822724026) | > loss_disc_real_2: 0.19176973402500153 (0.19001892759814648) | > loss_disc_real_3: 0.21752941608428955 (0.20595175630625268) | > loss_disc_real_4: 0.17487606406211853 (0.19872946097865488) | > loss_disc_real_5: 0.22746878862380981 (0.20524899236230637) | > loss_0: 2.217205047607422 (2.2280684393778922) | > grad_norm_0: tensor(48.6478, device='cuda:0') (tensor(35.7426, device='cuda:0')) | > loss_gen: 2.7862601280212402 (2.7545318334254407) | > loss_kl: 1.710701584815979 (1.7392576741976415) | > loss_feat: 8.461464881896973 (8.181028318111407) | > loss_mel: 13.470308303833008 (13.35884172764647) | > loss_duration: 1.6876401901245117 (1.6981813055778676) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.116374969482422 (27.73184079556005) | > grad_norm_1: tensor(996.7841, device='cuda:0') (tensor(712.4836, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8172 (0.8513505615492869) | > loader_time: 0.0106 (0.009944924094104182)  --> TIME: 2025-05-09 14:36:42 -- STEP: 537/725 -- GLOBAL_STEP: 149350 | > loss_disc: 2.3062660694122314 (2.2274369616304215) | > loss_disc_real_0: 0.17293646931648254 (0.1413987969053523) | > loss_disc_real_1: 0.2173096239566803 (0.19492609271679073) | > loss_disc_real_2: 0.19919198751449585 (0.1899236213950028) | > loss_disc_real_3: 0.2447686791419983 (0.20571420917519867) | > loss_disc_real_4: 0.23429499566555023 (0.19871701566533673) | > loss_disc_real_5: 0.2047337293624878 (0.2055073064687754) | > loss_0: 2.3062660694122314 (2.2274369616304215) | > grad_norm_0: tensor(35.7733, device='cuda:0') (tensor(35.4747, device='cuda:0')) | > loss_gen: 2.590730905532837 (2.754127596565688) | > loss_kl: 1.6642987728118896 (1.7424087630969851) | > loss_feat: 7.178909778594971 (8.185873199441573) | > loss_mel: 11.360406875610352 (13.362934052167216) | > loss_duration: 1.7197186946868896 (1.698536335423006) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.51406478881836 (27.74387987587927) | > grad_norm_1: tensor(645.5311, device='cuda:0') (tensor(708.4802, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8388 (0.8509000200133088) | > loader_time: 0.0097 (0.009945674981484865)  --> TIME: 2025-05-09 14:37:25 -- STEP: 587/725 -- GLOBAL_STEP: 149400 | > loss_disc: 2.234360456466675 (2.22597519177594) | > loss_disc_real_0: 0.17464683949947357 (0.14141274081127395) | > loss_disc_real_1: 0.19502834975719452 (0.1947039953437737) | > loss_disc_real_2: 0.16067393124103546 (0.18976730245341641) | > loss_disc_real_3: 0.19023659825325012 (0.20561023150432656) | > loss_disc_real_4: 0.18453742563724518 (0.19855556772859984) | > loss_disc_real_5: 0.1795138120651245 (0.2049708270437673) | > loss_0: 2.234360456466675 (2.22597519177594) | > grad_norm_0: tensor(35.0165, device='cuda:0') (tensor(35.7822, device='cuda:0')) | > loss_gen: 2.967538833618164 (2.7571796420485657) | > loss_kl: 1.6642026901245117 (1.7419853982161826) | > loss_feat: 8.556373596191406 (8.19415370690964) | > loss_mel: 14.808296203613281 (13.362196943422806) | > loss_duration: 1.6664643287658691 (1.6978252819490187) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.66287612915039 (27.753340891719475) | > grad_norm_1: tensor(162.2864, device='cuda:0') (tensor(711.0049, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8649 (0.8507537594036513) | > loader_time: 0.0097 (0.00992617940171614)  --> TIME: 2025-05-09 14:38:08 -- STEP: 637/725 -- GLOBAL_STEP: 149450 | > loss_disc: 2.1459908485412598 (2.225019441107563) | > loss_disc_real_0: 0.10231272876262665 (0.1413728179208336) | > loss_disc_real_1: 0.17472678422927856 (0.1945378433450987) | > loss_disc_real_2: 0.16192366182804108 (0.18984375737338463) | > loss_disc_real_3: 0.17988811433315277 (0.20538646448257392) | > loss_disc_real_4: 0.23465710878372192 (0.19862148708413854) | > loss_disc_real_5: 0.2079644799232483 (0.2050684275254724) | > loss_0: 2.1459908485412598 (2.225019441107563) | > grad_norm_0: tensor(45.0800, device='cuda:0') (tensor(35.4335, device='cuda:0')) | > loss_gen: 2.9016339778900146 (2.7573076189032166) | > loss_kl: 1.6759536266326904 (1.739627821853434) | > loss_feat: 9.381819725036621 (8.194177714397247) | > loss_mel: 14.27214241027832 (13.368694121272453) | > loss_duration: 1.679854393005371 (1.6976974390365263) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.91140365600586 (27.75750464135474) | > grad_norm_1: tensor(959.0311, device='cuda:0') (tensor(708.9564, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8282 (0.8510534561223102) | > loader_time: 0.0102 (0.009934889091240176)  --> TIME: 2025-05-09 14:38:51 -- STEP: 687/725 -- GLOBAL_STEP: 149500 | > loss_disc: 2.137390375137329 (2.2235636575773783) | > loss_disc_real_0: 0.08071772754192352 (0.14102330891716403) | > loss_disc_real_1: 0.19587737321853638 (0.19469861851075163) | > loss_disc_real_2: 0.1835041344165802 (0.18991915020533176) | > loss_disc_real_3: 0.21296215057373047 (0.2052551983398815) | > loss_disc_real_4: 0.21244899928569794 (0.19848436937061442) | > loss_disc_real_5: 0.15946964919567108 (0.20483794005850692) | > loss_0: 2.137390375137329 (2.2235636575773783) | > grad_norm_0: tensor(31.5212, device='cuda:0') (tensor(35.5350, device='cuda:0')) | > loss_gen: 2.833547592163086 (2.761202973916889) | > loss_kl: 1.675753116607666 (1.739506777717557) | > loss_feat: 9.237495422363281 (8.211534418219903) | > loss_mel: 14.165019035339355 (13.385516585915028) | > loss_duration: 1.7083803415298462 (1.6978709524201858) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.620193481445312 (27.79563161691724) | > grad_norm_1: tensor(830.1439, device='cuda:0') (tensor(711.7161, device='cuda:0')) | > current_lr_0: 0.0001964811026727847 | > current_lr_1: 0.0001964811026727847 | > step_time: 0.8524 (0.8505154197393028) | > loader_time: 0.0096 (0.00993086156886737)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2926015853881836 (2.2926015853881836) | > loss_disc_real_0: 0.1365853101015091 (0.1365853101015091) | > loss_disc_real_1: 0.17112068831920624 (0.17112068831920624) | > loss_disc_real_2: 0.15854628384113312 (0.15854628384113312) | > loss_disc_real_3: 0.24378065764904022 (0.24378065764904022) | > loss_disc_real_4: 0.24213725328445435 (0.24213725328445435) | > loss_disc_real_5: 0.24868424236774445 (0.24868424236774445) | > loss_0: 2.2926015853881836 (2.2926015853881836) | > loss_gen: 2.5809760093688965 (2.5809760093688965) | > loss_kl: 1.9676766395568848 (1.9676766395568848) | > loss_feat: 8.666535377502441 (8.666535377502441) | > loss_mel: 14.353336334228516 (14.353336334228516) | > loss_duration: 1.674268126487732 (1.674268126487732) | > loss_1: 29.242794036865234 (29.242794036865234)  --> STEP: 1 | > loss_disc: 2.2228052616119385 (2.2228052616119385) | > loss_disc_real_0: 0.14058731496334076 (0.14058731496334076) | > loss_disc_real_1: 0.16537608206272125 (0.16537608206272125) | > loss_disc_real_2: 0.15534216165542603 (0.15534216165542603) | > loss_disc_real_3: 0.2025415003299713 (0.2025415003299713) | > loss_disc_real_4: 0.21335279941558838 (0.21335279941558838) | > loss_disc_real_5: 0.24537880718708038 (0.24537880718708038) | > loss_0: 2.2228052616119385 (2.2228052616119385) | > loss_gen: 2.5309014320373535 (2.5309014320373535) | > loss_kl: 2.138425827026367 (2.138425827026367) | > loss_feat: 7.578851699829102 (7.578851699829102) | > loss_mel: 13.922603607177734 (13.922603607177734) | > loss_duration: 1.7818647623062134 (1.7818647623062134) | > loss_1: 27.952646255493164 (27.952646255493164)  --> STEP: 2 | > loss_disc: 2.2852017879486084 (2.2540035247802734) | > loss_disc_real_0: 0.14844602346420288 (0.14451666921377182) | > loss_disc_real_1: 0.18734148144721985 (0.17635878175497055) | > loss_disc_real_2: 0.17661048471927643 (0.16597632318735123) | > loss_disc_real_3: 0.21582452952861786 (0.2091830149292946) | > loss_disc_real_4: 0.22757452726364136 (0.22046366333961487) | > loss_disc_real_5: 0.23784612119197845 (0.24161246418952942) | > loss_0: 2.2852017879486084 (2.2540035247802734) | > loss_gen: 2.579787015914917 (2.5553442239761353) | > loss_kl: 1.958148717880249 (2.048287272453308) | > loss_feat: 7.771207809448242 (7.675029754638672) | > loss_mel: 13.314297676086426 (13.61845064163208) | > loss_duration: 1.8442540168762207 (1.813059389591217) | > loss_1: 27.467695236206055 (27.71017074584961)  --> STEP: 3 | > loss_disc: 2.3097572326660156 (2.272588094075521) | > loss_disc_real_0: 0.16279782354831696 (0.15061038732528687) | > loss_disc_real_1: 0.17618247866630554 (0.17630001405874887) | > loss_disc_real_2: 0.1628967672586441 (0.16494980454444885) | > loss_disc_real_3: 0.2210126370191574 (0.21312622229258218) | > loss_disc_real_4: 0.2240806370973587 (0.22166932125886282) | > loss_disc_real_5: 0.25921711325645447 (0.2474806805451711) | > loss_0: 2.3097572326660156 (2.272588094075521) | > loss_gen: 2.500601291656494 (2.5370965798695884) | > loss_kl: 1.8916813135147095 (1.996085286140442) | > loss_feat: 7.81229305267334 (7.7207841873168945) | > loss_mel: 13.420638084411621 (13.552513122558594) | > loss_duration: 1.7995336055755615 (1.8085507949193318) | > loss_1: 27.424747467041016 (27.61502965291341)  --> STEP: 4 | > loss_disc: 2.1781153678894043 (2.2489699125289917) | > loss_disc_real_0: 0.10780197381973267 (0.13990828394889832) | > loss_disc_real_1: 0.16953355073928833 (0.17460839822888374) | > loss_disc_real_2: 0.14513590931892395 (0.15999633073806763) | > loss_disc_real_3: 0.1899329423904419 (0.20732790231704712) | > loss_disc_real_4: 0.24321149289608002 (0.22705486416816711) | > loss_disc_real_5: 0.2484317123889923 (0.2477184385061264) | > loss_0: 2.1781153678894043 (2.2489699125289917) | > loss_gen: 2.6328492164611816 (2.5610347390174866) | > loss_kl: 1.8659898042678833 (1.9635614156723022) | > loss_feat: 9.905689239501953 (8.26701045036316) | > loss_mel: 15.772178649902344 (14.107429504394531) | > loss_duration: 1.7299089431762695 (1.7888903319835663) | > loss_1: 31.9066162109375 (28.687926292419434) --> EVAL PERFORMANCE | > avg_loader_time: 0.28837835788726807 (+0.0007671117782592773) | > avg_loss_disc: 2.2489699125289917 (-0.03483545780181885) | > avg_loss_disc_real_0: 0.13990828394889832 (-0.01088237389922142) | > avg_loss_disc_real_1: 0.17460839822888374 (-0.00580858439207077) | > avg_loss_disc_real_2: 0.15999633073806763 (-0.0393853634595871) | > avg_loss_disc_real_3: 0.20732790231704712 (+0.006330341100692749) | > avg_loss_disc_real_4: 0.22705486416816711 (-0.0386626273393631) | > avg_loss_disc_real_5: 0.2477184385061264 (+0.005334638059139252) | > avg_loss_0: 2.2489699125289917 (-0.03483545780181885) | > avg_loss_gen: 2.5610347390174866 (-0.28120607137680054) | > avg_loss_kl: 1.9635614156723022 (+0.06678828597068787) | > avg_loss_feat: 8.26701045036316 (+0.04713940620422363) | > avg_loss_mel: 14.107429504394531 (+0.7197813987731934) | > avg_loss_duration: 1.7888903319835663 (+0.0040735602378845215) | > avg_loss_1: 28.687926292419434 (+0.5565767288208008)  > EPOCH: 143/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 14:39:31)   --> TIME: 2025-05-09 14:39:43 -- STEP: 12/725 -- GLOBAL_STEP: 149550 | > loss_disc: 2.242589235305786 (2.2011228601137796) | > loss_disc_real_0: 0.1487419754266739 (0.12798266361157098) | > loss_disc_real_1: 0.18997636437416077 (0.19397964452703795) | > loss_disc_real_2: 0.17355702817440033 (0.1892713370422522) | > loss_disc_real_3: 0.19691719114780426 (0.2083731653789679) | > loss_disc_real_4: 0.1750902235507965 (0.19474846621354422) | > loss_disc_real_5: 0.18363772332668304 (0.21271592130263647) | > loss_0: 2.242589235305786 (2.2011228601137796) | > grad_norm_0: tensor(39.4224, device='cuda:0') (tensor(30.3901, device='cuda:0')) | > loss_gen: 2.651197671890259 (2.7604021430015564) | > loss_kl: 1.8656411170959473 (1.801495502392451) | > loss_feat: 8.313633918762207 (8.528809865315756) | > loss_mel: 12.85350513458252 (13.746127764383951) | > loss_duration: 1.742855429649353 (1.697652816772461) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.42683219909668 (28.534488201141357) | > grad_norm_1: tensor(688.9316, device='cuda:0') (tensor(760.9008, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8368 (0.8323052922884623) | > loader_time: 0.0101 (0.010299285252888996)  --> TIME: 2025-05-09 14:40:26 -- STEP: 62/725 -- GLOBAL_STEP: 149600 | > loss_disc: 2.2775979042053223 (2.2207192528632382) | > loss_disc_real_0: 0.12212925404310226 (0.13772438706890233) | > loss_disc_real_1: 0.19007755815982819 (0.19628713496269717) | > loss_disc_real_2: 0.1658981591463089 (0.19045171405999892) | > loss_disc_real_3: 0.23413047194480896 (0.2070997023294049) | > loss_disc_real_4: 0.17551395297050476 (0.19809828241986613) | > loss_disc_real_5: 0.216512531042099 (0.2040091563136347) | > loss_0: 2.2775979042053223 (2.2207192528632382) | > grad_norm_0: tensor(32.6239, device='cuda:0') (tensor(34.9865, device='cuda:0')) | > loss_gen: 2.619162082672119 (2.7650656584770448) | > loss_kl: 1.6410377025604248 (1.7481301561478646) | > loss_feat: 7.096127510070801 (8.232994064208002) | > loss_mel: 12.397275924682617 (13.360304832458496) | > loss_duration: 1.746585488319397 (1.6921753671861464) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.50018882751465 (27.798670214991414) | > grad_norm_1: tensor(1012.8953, device='cuda:0') (tensor(729.3858, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8456 (0.8500555830617105) | > loader_time: 0.0102 (0.010331972952811951)  --> TIME: 2025-05-09 14:41:10 -- STEP: 112/725 -- GLOBAL_STEP: 149650 | > loss_disc: 2.1608142852783203 (2.2115637862256596) | > loss_disc_real_0: 0.10722201317548752 (0.14058815654633297) | > loss_disc_real_1: 0.18120092153549194 (0.1942472830414772) | > loss_disc_real_2: 0.17272475361824036 (0.1881243017102991) | > loss_disc_real_3: 0.19217784702777863 (0.2051258652604052) | > loss_disc_real_4: 0.21585233509540558 (0.1978174515866808) | > loss_disc_real_5: 0.17570629715919495 (0.20270056117858207) | > loss_0: 2.1608142852783203 (2.2115637862256596) | > grad_norm_0: tensor(19.9242, device='cuda:0') (tensor(38.1185, device='cuda:0')) | > loss_gen: 2.7637343406677246 (2.7802892731768734) | > loss_kl: 1.6356956958770752 (1.7439301663211413) | > loss_feat: 7.629062175750732 (8.289565009730206) | > loss_mel: 13.102598190307617 (13.458376441683088) | > loss_duration: 1.70578134059906 (1.6963374550853456) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.836872100830078 (27.96849845136915) | > grad_norm_1: tensor(793.4645, device='cuda:0') (tensor(764.3444, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8361 (0.8513995047126498) | > loader_time: 0.0101 (0.010218637330191476)  --> TIME: 2025-05-09 14:41:53 -- STEP: 162/725 -- GLOBAL_STEP: 149700 | > loss_disc: 2.1168339252471924 (2.21448811263214) | > loss_disc_real_0: 0.19710281491279602 (0.1425216201646829) | > loss_disc_real_1: 0.18647904694080353 (0.19344217063468175) | > loss_disc_real_2: 0.1952151507139206 (0.18881289532155165) | > loss_disc_real_3: 0.20502011477947235 (0.20487691701194385) | > loss_disc_real_4: 0.19105853140354156 (0.19781653527860296) | > loss_disc_real_5: 0.217729851603508 (0.20316668222715825) | > loss_0: 2.1168339252471924 (2.21448811263214) | > grad_norm_0: tensor(64.5718, device='cuda:0') (tensor(37.6079, device='cuda:0')) | > loss_gen: 3.0641980171203613 (2.7791765692793295) | > loss_kl: 1.749279499053955 (1.7388536473851146) | > loss_feat: 8.866774559020996 (8.275745056293632) | > loss_mel: 14.104702949523926 (13.43581144898026) | > loss_duration: 1.6606462001800537 (1.697052455978629) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.445600509643555 (27.926639238993328) | > grad_norm_1: tensor(507.1374, device='cuda:0') (tensor(733.9556, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8409 (0.8503847607859857) | > loader_time: 0.0106 (0.010264757238788372)  --> TIME: 2025-05-09 14:42:36 -- STEP: 212/725 -- GLOBAL_STEP: 149750 | > loss_disc: 2.07676362991333 (2.2125065725929334) | > loss_disc_real_0: 0.1014290377497673 (0.1413001630384967) | > loss_disc_real_1: 0.17510005831718445 (0.19378219355108603) | > loss_disc_real_2: 0.17718937993049622 (0.18903916940655352) | > loss_disc_real_3: 0.17380790412425995 (0.20471262489006203) | > loss_disc_real_4: 0.23948688805103302 (0.19820446155543603) | > loss_disc_real_5: 0.15392735600471497 (0.20202769135247986) | > loss_0: 2.07676362991333 (2.2125065725929334) | > grad_norm_0: tensor(30.3867, device='cuda:0') (tensor(36.6611, device='cuda:0')) | > loss_gen: 2.936112403869629 (2.780909781186086) | > loss_kl: 1.6524829864501953 (1.7405350922413592) | > loss_feat: 9.235649108886719 (8.28583309110605) | > loss_mel: 14.259550094604492 (13.442877908922592) | > loss_duration: 1.697869896888733 (1.697316824827554) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78166389465332 (27.94747275226521) | > grad_norm_1: tensor(720.1455, device='cuda:0') (tensor(721.3553, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8311 (0.8493970745014693) | > loader_time: 0.0113 (0.010275248086677406)  --> TIME: 2025-05-09 14:43:19 -- STEP: 262/725 -- GLOBAL_STEP: 149800 | > loss_disc: 2.0055384635925293 (2.208697444155016) | > loss_disc_real_0: 0.09064523875713348 (0.13995928132465774) | > loss_disc_real_1: 0.17351055145263672 (0.19370863734538318) | > loss_disc_real_2: 0.16613133251667023 (0.18859126276642316) | > loss_disc_real_3: 0.22353221476078033 (0.20473634275316283) | > loss_disc_real_4: 0.1942305713891983 (0.19808832982569255) | > loss_disc_real_5: 0.18435543775558472 (0.20175472658326607) | > loss_0: 2.0055384635925293 (2.208697444155016) | > grad_norm_0: tensor(19.3210, device='cuda:0') (tensor(35.9494, device='cuda:0')) | > loss_gen: 2.9735007286071777 (2.7823989436826633) | > loss_kl: 1.7394897937774658 (1.7408248359010419) | > loss_feat: 9.28901481628418 (8.309908937861898) | > loss_mel: 15.644418716430664 (13.473383000788798) | > loss_duration: 1.683521032333374 (1.6985964379237808) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.329946517944336 (28.005112211212857) | > grad_norm_1: tensor(848.0966, device='cuda:0') (tensor(720.2233, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8728 (0.8476783473983065) | > loader_time: 0.0103 (0.010276403135925757)  --> TIME: 2025-05-09 14:44:01 -- STEP: 312/725 -- GLOBAL_STEP: 149850 | > loss_disc: 2.2991232872009277 (2.20723425425016) | > loss_disc_real_0: 0.11153722554445267 (0.14034439611415825) | > loss_disc_real_1: 0.1947978138923645 (0.19350117497528208) | > loss_disc_real_2: 0.19363054633140564 (0.18884738176487953) | > loss_disc_real_3: 0.19824951887130737 (0.2045346665649843) | > loss_disc_real_4: 0.19992318749427795 (0.1979026789657581) | > loss_disc_real_5: 0.22397522628307343 (0.20043641629700476) | > loss_0: 2.2991232872009277 (2.20723425425016) | > grad_norm_0: tensor(18.5151, device='cuda:0') (tensor(35.2887, device='cuda:0')) | > loss_gen: 2.578623056411743 (2.782705563765305) | > loss_kl: 1.4939169883728027 (1.7320622870555293) | > loss_feat: 8.182558059692383 (8.292817763793156) | > loss_mel: 13.664756774902344 (13.43298010642712) | > loss_duration: 1.7010455131530762 (1.6981324335703483) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.620901107788086 (27.938698200079116) | > grad_norm_1: tensor(354.4395, device='cuda:0') (tensor(713.6321, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.83 (0.8465511760650537) | > loader_time: 0.0099 (0.010257468773768496)  --> TIME: 2025-05-09 14:44:44 -- STEP: 362/725 -- GLOBAL_STEP: 149900 | > loss_disc: 2.170297861099243 (2.2034449758450645) | > loss_disc_real_0: 0.13025540113449097 (0.13998114844547446) | > loss_disc_real_1: 0.2167946845293045 (0.19311363793374425) | > loss_disc_real_2: 0.20997709035873413 (0.18844928884703807) | > loss_disc_real_3: 0.22414056956768036 (0.20449885655997216) | > loss_disc_real_4: 0.19755464792251587 (0.19779801088802076) | > loss_disc_real_5: 0.2083762139081955 (0.20027948286157946) | > loss_0: 2.170297861099243 (2.2034449758450645) | > grad_norm_0: tensor(21.0975, device='cuda:0') (tensor(35.3289, device='cuda:0')) | > loss_gen: 2.8305845260620117 (2.7854523540201765) | > loss_kl: 1.7585622072219849 (1.7354674582981935) | > loss_feat: 8.704207420349121 (8.300778913234474) | > loss_mel: 14.349279403686523 (13.420930480430139) | > loss_duration: 1.657759428024292 (1.6975977941112623) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.30039405822754 (27.940227060686823) | > grad_norm_1: tensor(899.1930, device='cuda:0') (tensor(715.0176, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.835 (0.8463130557076048) | > loader_time: 0.0095 (0.010234661523808431)  --> TIME: 2025-05-09 14:45:28 -- STEP: 412/725 -- GLOBAL_STEP: 149950 | > loss_disc: 2.2923126220703125 (2.2012817613708187) | > loss_disc_real_0: 0.10718346387147903 (0.13970683808031606) | > loss_disc_real_1: 0.20285895466804504 (0.19298001881507995) | > loss_disc_real_2: 0.19143632054328918 (0.18791947973150647) | > loss_disc_real_3: 0.21114207804203033 (0.20403023631972023) | > loss_disc_real_4: 0.2351534217596054 (0.1977644934526926) | > loss_disc_real_5: 0.20128776133060455 (0.20017591520275885) | > loss_0: 2.2923126220703125 (2.2012817613708187) | > grad_norm_0: tensor(43.5207, device='cuda:0') (tensor(35.5277, device='cuda:0')) | > loss_gen: 2.7256546020507812 (2.786483505975853) | > loss_kl: 1.6650861501693726 (1.7367396531174486) | > loss_feat: 8.237692832946777 (8.299663535599564) | > loss_mel: 12.64661693572998 (13.417635725539865) | > loss_duration: 1.706984043121338 (1.6985079055850945) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.98203468322754 (27.93903039728554) | > grad_norm_1: tensor(751.7875, device='cuda:0') (tensor(722.7681, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8523 (0.8470361921393755) | > loader_time: 0.0103 (0.010216052092394777)  --> TIME: 2025-05-09 14:46:11 -- STEP: 462/725 -- GLOBAL_STEP: 150000 | > loss_disc: 2.1618292331695557 (2.2030788951621965) | > loss_disc_real_0: 0.11461561173200607 (0.13972297562407227) | > loss_disc_real_1: 0.19434750080108643 (0.19298970515464808) | > loss_disc_real_2: 0.2105722427368164 (0.1883084513085745) | > loss_disc_real_3: 0.24512474238872528 (0.20419818391918626) | > loss_disc_real_4: 0.20233359932899475 (0.19796165082103773) | > loss_disc_real_5: 0.182297945022583 (0.20047831696607335) | > loss_0: 2.1618292331695557 (2.2030788951621965) | > grad_norm_0: tensor(27.5836, device='cuda:0') (tensor(35.5777, device='cuda:0')) | > loss_gen: 2.918698310852051 (2.7883761161333553) | > loss_kl: 1.622523546218872 (1.739322764274878) | > loss_feat: 8.777774810791016 (8.30235535138612) | > loss_mel: 13.83398151397705 (13.433753364529961) | > loss_duration: 1.7256349325180054 (1.6987042961182532) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.878612518310547 (27.962511950241026) | > grad_norm_1: tensor(879.9161, device='cuda:0') (tensor(719.0307, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.791 (0.8464023086415741) | > loader_time: 0.0101 (0.010237166375824896) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_150000.pth  --> TIME: 2025-05-09 14:46:56 -- STEP: 512/725 -- GLOBAL_STEP: 150050 | > loss_disc: 1.9697885513305664 (2.204668810125443) | > loss_disc_real_0: 0.1161838099360466 (0.13958421433926577) | > loss_disc_real_1: 0.21154583990573883 (0.19320598826743662) | > loss_disc_real_2: 0.15758202970027924 (0.18847136988188137) | > loss_disc_real_3: 0.16011150181293488 (0.20414697041269397) | > loss_disc_real_4: 0.16128726303577423 (0.19807290961034604) | > loss_disc_real_5: 0.1809919774532318 (0.20083675644127652) | > loss_0: 1.9697885513305664 (2.204668810125443) | > grad_norm_0: tensor(31.3321, device='cuda:0') (tensor(35.4489, device='cuda:0')) | > loss_gen: 3.1118693351745605 (2.7839264585636556) | > loss_kl: 1.6662334203720093 (1.7417335151694717) | > loss_feat: 9.702067375183105 (8.282039020210494) | > loss_mel: 14.993141174316406 (13.431190427392721) | > loss_duration: 1.6543861627578735 (1.6994330426678061) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.12769889831543 (27.93832251429558) | > grad_norm_1: tensor(742.1344, device='cuda:0') (tensor(720.3051, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8438 (0.8465584106743336) | > loader_time: 0.0101 (0.010214868467301127)  --> TIME: 2025-05-09 14:47:39 -- STEP: 562/725 -- GLOBAL_STEP: 150100 | > loss_disc: 2.1543705463409424 (2.204544372830105) | > loss_disc_real_0: 0.18899290263652802 (0.13946082350198075) | > loss_disc_real_1: 0.20200587809085846 (0.19311191252966373) | > loss_disc_real_2: 0.19427263736724854 (0.18864924617085166) | > loss_disc_real_3: 0.21783830225467682 (0.20410847263510123) | > loss_disc_real_4: 0.19836439192295074 (0.19818602295532775) | > loss_disc_real_5: 0.2005826234817505 (0.20088770198122036) | > loss_0: 2.1543705463409424 (2.204544372830105) | > grad_norm_0: tensor(75.5167, device='cuda:0') (tensor(35.7481, device='cuda:0')) | > loss_gen: 2.904935121536255 (2.784159580159441) | > loss_kl: 1.7649977207183838 (1.745583192733684) | > loss_feat: 7.923755645751953 (8.276125659297788) | > loss_mel: 13.00590991973877 (13.422787744379555) | > loss_duration: 1.6516199111938477 (1.6993018028150675) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.251220703125 (27.927958026899564) | > grad_norm_1: tensor(653.8066, device='cuda:0') (tensor(725.4061, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8931 (0.8460047762589099) | > loader_time: 0.0095 (0.010180166183417372)  --> TIME: 2025-05-09 14:48:21 -- STEP: 612/725 -- GLOBAL_STEP: 150150 | > loss_disc: 2.249279737472534 (2.207618607415096) | > loss_disc_real_0: 0.08276691287755966 (0.1412047602698889) | > loss_disc_real_1: 0.19783109426498413 (0.193142583508507) | > loss_disc_real_2: 0.19005586206912994 (0.18862400841868782) | > loss_disc_real_3: 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| > loss_disc: 2.3284101486206055 (2.2082446680328296) | > loss_disc_real_0: 0.12225788086652756 (0.1410022979754155) | > loss_disc_real_1: 0.19260342419147491 (0.19316385389274685) | > loss_disc_real_2: 0.16883814334869385 (0.18856631424221743) | > loss_disc_real_3: 0.16449794173240662 (0.2044736929800576) | > loss_disc_real_4: 0.2120816707611084 (0.19823132097450988) | > loss_disc_real_5: 0.2527163028717041 (0.20083623991722066) | > loss_0: 2.3284101486206055 (2.2082446680328296) | > grad_norm_0: tensor(27.1355, device='cuda:0') (tensor(35.8603, device='cuda:0')) | > loss_gen: 2.71414852142334 (2.784212098380947) | > loss_kl: 1.7663387060165405 (1.7418934121232739) | > loss_feat: 8.428520202636719 (8.270588094014048) | > loss_mel: 13.330206871032715 (13.425293343304867) | > loss_duration: 1.7080955505371094 (1.6996358553808617) | > amp_scaler: 128.0 (132.83383685800604) | > loss_1: 27.947311401367188 (27.921622812207733) | > grad_norm_1: tensor(756.7751, device='cuda:0') (tensor(711.1705, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8576 (0.8454984109567373) | > loader_time: 0.0101 (0.01010671591110459)  --> TIME: 2025-05-09 14:49:47 -- STEP: 712/725 -- GLOBAL_STEP: 150250 | > loss_disc: 2.1919422149658203 (2.2080759054489394) | > loss_disc_real_0: 0.12601837515830994 (0.14050582263702427) | > loss_disc_real_1: 0.19740591943264008 (0.19340429791992284) | > loss_disc_real_2: 0.20730248093605042 (0.18863921367636555) | > loss_disc_real_3: 0.2208404242992401 (0.20446034755264783) | > loss_disc_real_4: 0.2191830724477768 (0.19845943661469423) | > loss_disc_real_5: 0.18983948230743408 (0.20062587380911526) | > loss_0: 2.1919422149658203 (2.2080759054489394) | > grad_norm_0: tensor(41.3839, device='cuda:0') (tensor(35.7264, device='cuda:0')) | > loss_gen: 2.7806453704833984 (2.7842048918932982) | > loss_kl: 1.7970296144485474 (1.739926269550002) | > loss_feat: 8.08169174194336 (8.276923332991217) | > loss_mel: 13.438470840454102 (13.443158050601403) | > loss_duration: 1.7012381553649902 (1.6991584095057473) | > amp_scaler: 128.0 (132.49438202247194) | > loss_1: 27.799076080322266 (27.94337096910798) | > grad_norm_1: tensor(769.5890, device='cuda:0') (tensor(714.5178, device='cuda:0')) | > current_lr_0: 0.00019645654253495058 | > current_lr_1: 0.00019645654253495058 | > step_time: 0.8374 (0.8456549872173353) | > loader_time: 0.0095 (0.010086343864376617)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2494311332702637 (2.2494311332702637) | > loss_disc_real_0: 0.11705915629863739 (0.11705915629863739) | > loss_disc_real_1: 0.1982598602771759 (0.1982598602771759) | > loss_disc_real_2: 0.2742094397544861 (0.2742094397544861) | > loss_disc_real_3: 0.2124297320842743 (0.2124297320842743) | > loss_disc_real_4: 0.17873047292232513 (0.17873047292232513) | > loss_disc_real_5: 0.21349626779556274 (0.21349626779556274) | > loss_0: 2.2494311332702637 (2.2494311332702637) | > loss_gen: 2.6412150859832764 (2.6412150859832764) | > loss_kl: 2.0352418422698975 (2.0352418422698975) | > loss_feat: 8.836910247802734 (8.836910247802734) | > loss_mel: 13.890535354614258 (13.890535354614258) | > loss_duration: 1.6805202960968018 (1.6805202960968018) | > loss_1: 29.084423065185547 (29.084423065185547)  --> STEP: 1 | > loss_disc: 2.237699270248413 (2.237699270248413) | > loss_disc_real_0: 0.11073671281337738 (0.11073671281337738) | > loss_disc_real_1: 0.19734027981758118 (0.19734027981758118) | > loss_disc_real_2: 0.25402405858039856 (0.25402405858039856) | > loss_disc_real_3: 0.19679130613803864 (0.19679130613803864) | > loss_disc_real_4: 0.16799244284629822 (0.16799244284629822) | > loss_disc_real_5: 0.1902451068162918 (0.1902451068162918) | > loss_0: 2.237699270248413 (2.237699270248413) | > loss_gen: 2.5355112552642822 (2.5355112552642822) | > loss_kl: 2.12797212600708 (2.12797212600708) | > loss_feat: 8.477768898010254 (8.477768898010254) | > loss_mel: 13.928650856018066 (13.928650856018066) | > loss_duration: 1.7737363576889038 (1.7737363576889038) | > loss_1: 28.84364128112793 (28.84364128112793)  --> STEP: 2 | > loss_disc: 2.2355566024780273 (2.23662793636322) | > loss_disc_real_0: 0.10983549058437347 (0.11028610169887543) | > loss_disc_real_1: 0.1972181797027588 (0.19727922976016998) | > loss_disc_real_2: 0.24889901280403137 (0.25146153569221497) | > loss_disc_real_3: 0.19747251272201538 (0.197131909430027) | > loss_disc_real_4: 0.16140857338905334 (0.16470050811767578) | > loss_disc_real_5: 0.19370564818382263 (0.19197537750005722) | > loss_0: 2.2355566024780273 (2.23662793636322) | > loss_gen: 2.530921697616577 (2.5332164764404297) | > loss_kl: 2.005324363708496 (2.066648244857788) | > loss_feat: 8.20548152923584 (8.341625213623047) | > loss_mel: 14.119860649108887 (14.024255752563477) | > loss_duration: 1.8200935125350952 (1.7969149351119995) | > loss_1: 28.68168067932129 (28.76266098022461)  --> STEP: 3 | > loss_disc: 2.2636797428131104 (2.24564520517985) | > loss_disc_real_0: 0.11891096085309982 (0.11316105475028355) | > loss_disc_real_1: 0.19913320243358612 (0.1978972206513087) | > loss_disc_real_2: 0.26826661825180054 (0.25706322987874347) | > loss_disc_real_3: 0.20236803591251373 (0.19887728492418924) | > loss_disc_real_4: 0.16536252200603485 (0.16492117941379547) | > loss_disc_real_5: 0.2000173032283783 (0.1946560194094976) | > loss_0: 2.2636797428131104 (2.24564520517985) | > loss_gen: 2.5737671852111816 (2.5467333793640137) | > loss_kl: 1.859133243560791 (1.997476577758789) | > loss_feat: 8.352258682250977 (8.34516970316569) | > loss_mel: 13.735054969787598 (13.927855491638184) | > loss_duration: 1.800408959388733 (1.7980796098709106) | > loss_1: 28.320621490478516 (28.615314483642578)  --> STEP: 4 | > loss_disc: 2.236116647720337 (2.243263065814972) | > loss_disc_real_0: 0.11010409891605377 (0.11239681579172611) | > loss_disc_real_1: 0.18928231298923492 (0.19574349373579025) | > loss_disc_real_2: 0.27505186200141907 (0.2615603879094124) | > loss_disc_real_3: 0.2130572497844696 (0.20242227613925934) | > loss_disc_real_4: 0.19268442690372467 (0.17186199128627777) | > loss_disc_real_5: 0.21026724576950073 (0.19855882599949837) | > loss_0: 2.236116647720337 (2.243263065814972) | > loss_gen: 2.7419137954711914 (2.595528483390808) | > loss_kl: 1.8298197984695435 (1.9555623829364777) | > loss_feat: 9.599308967590332 (8.65870451927185) | > loss_mel: 15.069783210754395 (14.213337421417236) | > loss_duration: 1.7532241344451904 (1.7868657410144806) | > loss_1: 30.994049072265625 (29.20999813079834) --> EVAL PERFORMANCE | > avg_loader_time: 0.2926509976387024 (+0.004272639751434326) | > avg_loss_disc: 2.243263065814972 (-0.005706846714019775) | > avg_loss_disc_real_0: 0.11239681579172611 (-0.027511468157172203) | > avg_loss_disc_real_1: 0.19574349373579025 (+0.02113509550690651) | > avg_loss_disc_real_2: 0.2615603879094124 (+0.10156405717134476) | > avg_loss_disc_real_3: 0.20242227613925934 (-0.004905626177787781) | > avg_loss_disc_real_4: 0.17186199128627777 (-0.05519287288188934) | > avg_loss_disc_real_5: 0.19855882599949837 (-0.049159612506628036) | > avg_loss_0: 2.243263065814972 (-0.005706846714019775) | > avg_loss_gen: 2.595528483390808 (+0.03449374437332153) | > avg_loss_kl: 1.9555623829364777 (-0.007999032735824585) | > avg_loss_feat: 8.65870451927185 (+0.3916940689086914) | > avg_loss_mel: 14.213337421417236 (+0.10590791702270508) | > avg_loss_duration: 1.7868657410144806 (-0.0020245909690856934) | > avg_loss_1: 29.20999813079834 (+0.5220718383789062)  > EPOCH: 144/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 14:50:05)   --> TIME: 2025-05-09 14:50:39 -- STEP: 37/725 -- GLOBAL_STEP: 150300 | > loss_disc: 2.2831671237945557 (2.2220023000562517) | > loss_disc_real_0: 0.14635364711284637 (0.13714024787013596) | > loss_disc_real_1: 0.19081321358680725 (0.19586750583068743) | > loss_disc_real_2: 0.18566428124904633 (0.19286841959566683) | > loss_disc_real_3: 0.18031452596187592 (0.20370041115863904) | > loss_disc_real_4: 0.23088958859443665 (0.198869941605104) | > loss_disc_real_5: 0.21099574863910675 (0.20338669217921593) | > loss_0: 2.2831671237945557 (2.2220023000562517) | > grad_norm_0: tensor(43.9283, device='cuda:0') (tensor(37.6789, device='cuda:0')) | > loss_gen: 2.5636982917785645 (2.7446251431026973) | > loss_kl: 1.7017894983291626 (1.7612512723819629) | > loss_feat: 7.583176612854004 (8.091630407281825) | > loss_mel: 12.458852767944336 (13.292505625131968) | > loss_duration: 1.6793513298034668 (1.69001123067495) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.98686981201172 (27.580023636689056) | > grad_norm_1: tensor(815.4224, device='cuda:0') (tensor(750.6419, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8582 (0.8491364556389887) | > loader_time: 0.0101 (0.010499986442359718)  --> TIME: 2025-05-09 14:51:22 -- STEP: 87/725 -- GLOBAL_STEP: 150350 | > loss_disc: 2.0937366485595703 (2.206107134106516) | > loss_disc_real_0: 0.1542014330625534 (0.13868163500366534) | > loss_disc_real_1: 0.1845780313014984 (0.19348865079468694) | > loss_disc_real_2: 0.180111363530159 (0.1897441684857182) | > loss_disc_real_3: 0.17425450682640076 (0.20299994945526123) | > loss_disc_real_4: 0.20207276940345764 (0.19661566443826964) | > loss_disc_real_5: 0.2247351109981537 (0.20247068059170384) | > loss_0: 2.0937366485595703 (2.206107134106516) | > grad_norm_0: tensor(37.7823, device='cuda:0') (tensor(37.7624, device='cuda:0')) | > loss_gen: 3.0347800254821777 (2.785353515339994) | > loss_kl: 1.9277411699295044 (1.745461052861707) | > loss_feat: 9.296648979187012 (8.266113867704902) | > loss_mel: 14.372021675109863 (13.384487689226523) | > loss_duration: 1.6729025840759277 (1.6944263899463348) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.304096221923828 (27.875842631548302) | > grad_norm_1: tensor(816.5824, device='cuda:0') (tensor(746.0255, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8499 (0.849272755370743) | > loader_time: 0.0117 (0.01013977500213974)  --> TIME: 2025-05-09 14:52:06 -- STEP: 137/725 -- GLOBAL_STEP: 150400 | > loss_disc: 2.0724477767944336 (2.191075798368802) | > loss_disc_real_0: 0.09064186364412308 (0.13680671563331226) | > loss_disc_real_1: 0.16787752509117126 (0.19153090756740013) | > loss_disc_real_2: 0.1779167205095291 (0.1885262129515627) | > loss_disc_real_3: 0.18597625195980072 (0.20316180717336) | > loss_disc_real_4: 0.17841510474681854 (0.195617249738561) | > loss_disc_real_5: 0.1870763897895813 (0.2012493494000748) | > loss_0: 2.0724477767944336 (2.191075798368802) | > grad_norm_0: tensor(30.1217, device='cuda:0') (tensor(36.7154, device='cuda:0')) | > loss_gen: 2.8546841144561768 (2.797658354696566) | > loss_kl: 1.5768499374389648 (1.7464592456817627) | > loss_feat: 8.842042922973633 (8.363776791704836) | > loss_mel: 12.771406173706055 (13.466220716490362) | > loss_duration: 1.6832951307296753 (1.6949426805886039) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.72827911376953 (28.06905782657818) | > grad_norm_1: tensor(473.9205, device='cuda:0') (tensor(748.2148, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8081 (0.8528660596722234) | > loader_time: 0.009 (0.010027020517056878)  --> TIME: 2025-05-09 14:52:49 -- STEP: 187/725 -- GLOBAL_STEP: 150450 | > loss_disc: 2.289241075515747 (2.1962327689410532) | > loss_disc_real_0: 0.13111703097820282 (0.13727910059658593) | > loss_disc_real_1: 0.20250959694385529 (0.19202422410409084) | > loss_disc_real_2: 0.2044912874698639 (0.18915914501098388) | > loss_disc_real_3: 0.21631567180156708 (0.20359916483017212) | > loss_disc_real_4: 0.21161983907222748 (0.19624425853318708) | > loss_disc_real_5: 0.2133350521326065 (0.20196391235698352) | > loss_0: 2.289241075515747 (2.1962327689410532) | > grad_norm_0: tensor(20.0542, device='cuda:0') (tensor(35.9764, device='cuda:0')) | > loss_gen: 2.688161849975586 (2.79555606842041) | > loss_kl: 1.7965317964553833 (1.738171392583592) | > loss_feat: 7.7290825843811035 (8.37838589316384) | > loss_mel: 12.420106887817383 (13.528451159676129) | > loss_duration: 1.7144719362258911 (1.6958375397850485) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.34835433959961 (28.1364020689286) | > grad_norm_1: tensor(682.3594, device='cuda:0') (tensor(744.6223, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8411 (0.85227665161704) | > loader_time: 0.0126 (0.009985217436112184)  --> TIME: 2025-05-09 14:53:32 -- STEP: 237/725 -- GLOBAL_STEP: 150500 | > loss_disc: 2.1368038654327393 (2.2023737782667463) | > loss_disc_real_0: 0.11103975027799606 (0.13731298683690615) | > loss_disc_real_1: 0.21425309777259827 (0.19300950579502416) | > loss_disc_real_2: 0.19317659735679626 (0.1890998417315101) | > loss_disc_real_3: 0.2206767201423645 (0.20407092344911792) | > loss_disc_real_4: 0.16256999969482422 (0.1975549442481391) | > loss_disc_real_5: 0.19911593198776245 (0.2022526112664098) | > loss_0: 2.1368038654327393 (2.2023737782667463) | > grad_norm_0: tensor(24.3995, device='cuda:0') (tensor(36.2662, device='cuda:0')) | > loss_gen: 3.043160915374756 (2.7917483235210305) | > loss_kl: 1.89258873462677 (1.7414779788834134) | > loss_feat: 8.349204063415527 (8.361599841701333) | > loss_mel: 13.713506698608398 (13.525337613584623) | > loss_duration: 1.684345006942749 (1.6952816740872991) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.68280601501465 (28.115445471011135) | > grad_norm_1: tensor(574.3348, device='cuda:0') (tensor(736.2819, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8121 (0.8522934883455687) | > loader_time: 0.0093 (0.009972230291567772)  --> TIME: 2025-05-09 14:54:15 -- STEP: 287/725 -- GLOBAL_STEP: 150550 | > loss_disc: 2.285013198852539 (2.205278419036068) | > loss_disc_real_0: 0.14850227534770966 (0.13695020213048215) | > loss_disc_real_1: 0.20044083893299103 (0.1935418188468089) | > loss_disc_real_2: 0.19418485462665558 (0.1892264023786638) | > loss_disc_real_3: 0.2318994253873825 (0.20421643601892714) | > loss_disc_real_4: 0.22388333082199097 (0.1981695550867074) | > loss_disc_real_5: 0.20692279934883118 (0.20304398254235032) | > loss_0: 2.285013198852539 (2.205278419036068) | > grad_norm_0: tensor(60.4498, device='cuda:0') (tensor(35.6298, device='cuda:0')) | > loss_gen: 2.7490742206573486 (2.7830132383087376) | > loss_kl: 1.7259039878845215 (1.7412066671491087) | > loss_feat: 8.044220924377441 (8.327022117189411) | > loss_mel: 12.989559173583984 (13.512906021357413) | > loss_duration: 1.7247164249420166 (1.695432628488707) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.233474731445312 (28.05958069326155) | > grad_norm_1: tensor(1049.8801, device='cuda:0') (tensor(741.3403, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8213 (0.850860650531091) | > loader_time: 0.0097 (0.009943491905823814)  --> TIME: 2025-05-09 14:54:59 -- STEP: 337/725 -- GLOBAL_STEP: 150600 | > loss_disc: 2.269713878631592 (2.2006497354818744) | > loss_disc_real_0: 0.09407056868076324 (0.1377668601601697) | > loss_disc_real_1: 0.21227489411830902 (0.19307808949437977) | > loss_disc_real_2: 0.19760939478874207 (0.18884517508904383) | > loss_disc_real_3: 0.207077756524086 (0.20369188297396243) | > loss_disc_real_4: 0.22419141232967377 (0.1975227750461958) | > loss_disc_real_5: 0.2219967544078827 (0.20218523333086816) | > loss_0: 2.269713878631592 (2.2006497354818744) | > grad_norm_0: tensor(23.6566, device='cuda:0') (tensor(35.8481, device='cuda:0')) | > loss_gen: 2.5933401584625244 (2.7885682929517244) | > loss_kl: 1.6249964237213135 (1.7392893060378576) | > loss_feat: 7.0815253257751465 (8.33809316618152) | > loss_mel: 12.063036918640137 (13.487909099114756) | > loss_duration: 1.6811007261276245 (1.6946036040959793) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.04399871826172 (28.048463464844474) | > grad_norm_1: tensor(700.9811, device='cuda:0') (tensor(733.3363, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8873 (0.851756755251559) | > loader_time: 0.0115 (0.009947131578575606)  --> TIME: 2025-05-09 14:55:42 -- STEP: 387/725 -- GLOBAL_STEP: 150650 | > loss_disc: 2.215769052505493 (2.2022394043530604) | > loss_disc_real_0: 0.18630489706993103 (0.1377121996933485) | > loss_disc_real_1: 0.17760923504829407 (0.19308475718787782) | > loss_disc_real_2: 0.20304840803146362 (0.18872980091922975) | > loss_disc_real_3: 0.21289706230163574 (0.2039723311206783) | > loss_disc_real_4: 0.20969878137111664 (0.1977312611055005) | > loss_disc_real_5: 0.2038021683692932 (0.20250015823261994) | > loss_0: 2.215769052505493 (2.2022394043530604) | > grad_norm_0: tensor(61.8039, device='cuda:0') (tensor(35.6411, device='cuda:0')) | > loss_gen: 2.9216647148132324 (2.785729458781792) | > loss_kl: 1.7472485303878784 (1.7372375621968152) | > loss_feat: 8.114742279052734 (8.316235548458042) | > loss_mel: 13.203760147094727 (13.444792685890691) | > loss_duration: 1.7757327556610107 (1.6950390006220615) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.763147354125977 (27.979034251328894) | > grad_norm_1: tensor(1068.1929, device='cuda:0') (tensor(731.2189, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8595 (0.8514996819409906) | > loader_time: 0.0103 (0.009933203073743074)  --> TIME: 2025-05-09 14:56:25 -- STEP: 437/725 -- GLOBAL_STEP: 150700 | > loss_disc: 2.199885606765747 (2.204170063376701) | > loss_disc_real_0: 0.14593720436096191 (0.13826176940167265) | > loss_disc_real_1: 0.17219185829162598 (0.19305634225806056) | > loss_disc_real_2: 0.18461504578590393 (0.18861265443009703) | > loss_disc_real_3: 0.1950780749320984 (0.20418356222609907) | > loss_disc_real_4: 0.20531848073005676 (0.19771914282979902) | > loss_disc_real_5: 0.20929720997810364 (0.20263512067718423) | > loss_0: 2.199885606765747 (2.204170063376701) | > grad_norm_0: tensor(35.4937, device='cuda:0') (tensor(35.5965, device='cuda:0')) | > loss_gen: 2.8064370155334473 (2.785244318113174) | > loss_kl: 1.9496188163757324 (1.7371836428784124) | > loss_feat: 8.201275825500488 (8.306940742160954) | > loss_mel: 13.405848503112793 (13.440388044448957) | > loss_duration: 1.657027244567871 (1.6945505889656884) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.020206451416016 (27.964307331111392) | > grad_norm_1: tensor(981.7022, device='cuda:0') (tensor(722.0737, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8758 (0.8509485857983203) | > loader_time: 0.011 (0.00991670545233195)  --> TIME: 2025-05-09 14:57:08 -- STEP: 487/725 -- GLOBAL_STEP: 150750 | > loss_disc: 2.1961843967437744 (2.204655378261388) | > loss_disc_real_0: 0.14322732388973236 (0.1381771825942416) | > loss_disc_real_1: 0.1930220127105713 (0.19310439856879766) | > loss_disc_real_2: 0.19426049292087555 (0.1885486415279475) | > loss_disc_real_3: 0.19641532003879547 (0.20422809468524902) | > loss_disc_real_4: 0.1893167495727539 (0.1976073246900551) | > loss_disc_real_5: 0.18597500026226044 (0.20242003591643223) | > loss_0: 2.1961843967437744 (2.204655378261388) | > grad_norm_0: tensor(36.8774, device='cuda:0') (tensor(35.4424, device='cuda:0')) | > loss_gen: 2.8539886474609375 (2.7839912173684374) | > loss_kl: 1.6854701042175293 (1.7410632048788992) | > loss_feat: 8.663159370422363 (8.297726167056092) | > loss_mel: 13.067484855651855 (13.425956081805532) | > loss_duration: 1.6698815822601318 (1.6951372327256249) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.939985275268555 (27.943873912646787) | > grad_norm_1: tensor(727.5749, device='cuda:0') (tensor(720.3687, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8173 (0.8508432092607878) | > loader_time: 0.0093 (0.009921100350131233)  --> TIME: 2025-05-09 14:57:52 -- STEP: 537/725 -- GLOBAL_STEP: 150800 | > loss_disc: 2.2982184886932373 (2.2071292966437754) | > loss_disc_real_0: 0.12448878586292267 (0.1383823767665156) | > loss_disc_real_1: 0.22637084126472473 (0.1932484097709425) | > loss_disc_real_2: 0.21184399724006653 (0.18886362987412647) | > loss_disc_real_3: 0.21078850328922272 (0.2042847790476108) | > loss_disc_real_4: 0.21500137448310852 (0.1976357143462482) | > loss_disc_real_5: 0.19528770446777344 (0.20312945206183075) | > loss_0: 2.2982184886932373 (2.2071292966437754) | > grad_norm_0: tensor(20.7280, device='cuda:0') (tensor(35.1215, device='cuda:0')) | > loss_gen: 2.633791446685791 (2.7813293760715245) | > loss_kl: 1.6088298559188843 (1.7440998074728684) | > loss_feat: 7.346492290496826 (8.292485839161781) | > loss_mel: 13.582777976989746 (13.438990834482999) | > loss_duration: 1.7468231916427612 (1.695647130243383) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.91871452331543 (27.952553022729177) | > grad_norm_1: tensor(566.5227, device='cuda:0') (tensor(720.3952, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.841 (0.8511181885525723) | > loader_time: 0.0093 (0.00989751087664669)  --> TIME: 2025-05-09 14:58:35 -- STEP: 587/725 -- GLOBAL_STEP: 150850 | > loss_disc: 2.2524280548095703 (2.209311988731465) | > loss_disc_real_0: 0.12534958124160767 (0.1388160695767687) | > loss_disc_real_1: 0.18659283220767975 (0.19352494642214635) | > loss_disc_real_2: 0.17985357344150543 (0.1888443953540094) | > loss_disc_real_3: 0.24920496344566345 (0.20459178328717176) | > loss_disc_real_4: 0.2258318066596985 (0.19775947646652015) | > loss_disc_real_5: 0.21341994404792786 (0.2031014864753419) | > loss_0: 2.2524280548095703 (2.209311988731465) | > grad_norm_0: tensor(23.6313, device='cuda:0') (tensor(35.2687, device='cuda:0')) | > loss_gen: 2.674884080886841 (2.779706648707997) | > loss_kl: 1.6564995050430298 (1.7440675657490041) | > loss_feat: 7.616338729858398 (8.279405882248875) | > loss_mel: 12.812311172485352 (13.429013785146163) | > loss_duration: 1.6766979694366455 (1.6954006933475472) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.43673324584961 (27.927594602412636) | > grad_norm_1: tensor(750.1886, device='cuda:0') (tensor(720.0292, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8651 (0.8511341995031302) | > loader_time: 0.0098 (0.009883367223268465)  --> TIME: 2025-05-09 14:59:18 -- STEP: 637/725 -- GLOBAL_STEP: 150900 | > loss_disc: 2.2544445991516113 (2.2095113912220126) | > loss_disc_real_0: 0.08700840920209885 (0.13883186998415967) | > loss_disc_real_1: 0.19877460598945618 (0.19339181955324802) | > loss_disc_real_2: 0.19064681231975555 (0.18887385660475442) | > loss_disc_real_3: 0.2134542018175125 (0.20456252203818576) | > loss_disc_real_4: 0.2123880684375763 (0.19777185873390188) | > loss_disc_real_5: 0.21643352508544922 (0.20328312132104048) | > loss_0: 2.2544445991516113 (2.2095113912220126) | > grad_norm_0: tensor(13.3373, device='cuda:0') (tensor(35.0721, device='cuda:0')) | > loss_gen: 2.80139422416687 (2.776665375034324) | > loss_kl: 1.7350795269012451 (1.7471262152939802) | > loss_feat: 8.832742691040039 (8.270842718366916) | > loss_mel: 14.191624641418457 (13.42569985831364) | > loss_duration: 1.6630473136901855 (1.6953003279268277) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.223888397216797 (27.915634514585594) | > grad_norm_1: tensor(750.1895, device='cuda:0') (tensor(724.7844, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8316 (0.8511095481165911) | > loader_time: 0.0106 (0.009903889061704719)  --> TIME: 2025-05-09 15:00:01 -- STEP: 687/725 -- GLOBAL_STEP: 150950 | > loss_disc: 2.144041061401367 (2.2097656754600647) | > loss_disc_real_0: 0.14380298554897308 (0.13949797467329955) | > loss_disc_real_1: 0.20184831321239471 (0.19334879224737658) | > loss_disc_real_2: 0.2017734944820404 (0.18890544414260005) | > loss_disc_real_3: 0.20076122879981995 (0.20430988426899108) | > loss_disc_real_4: 0.1849353164434433 (0.19766523954736448) | > loss_disc_real_5: 0.24237315356731415 (0.20316572415776657) | > loss_0: 2.144041061401367 (2.2097656754600647) | > grad_norm_0: tensor(28.3442, device='cuda:0') (tensor(34.9975, device='cuda:0')) | > loss_gen: 2.9478354454040527 (2.778181546987229) | > loss_kl: 1.8744992017745972 (1.7497223239104647) | > loss_feat: 8.95560073852539 (8.281263610334548) | > loss_mel: 14.074079513549805 (13.441526505971407) | > loss_duration: 1.7088286876678467 (1.6955301536049214) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.560842514038086 (27.946224168224983) | > grad_norm_1: tensor(815.1027, device='cuda:0') (tensor(717.1042, device='cuda:0')) | > current_lr_0: 0.0001964319854671337 | > current_lr_1: 0.0001964319854671337 | > step_time: 0.8525 (0.8504755101349677) | > loader_time: 0.0095 (0.009901459387122629)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2847952842712402 (2.2847952842712402) | > loss_disc_real_0: 0.11219187825918198 (0.11219187825918198) | > loss_disc_real_1: 0.18263709545135498 (0.18263709545135498) | > loss_disc_real_2: 0.2050521820783615 (0.2050521820783615) | > loss_disc_real_3: 0.25071510672569275 (0.25071510672569275) | > loss_disc_real_4: 0.22903521358966827 (0.22903521358966827) | > loss_disc_real_5: 0.2587238848209381 (0.2587238848209381) | > loss_0: 2.2847952842712402 (2.2847952842712402) | > loss_gen: 2.6322479248046875 (2.6322479248046875) | > loss_kl: 1.954820156097412 (1.954820156097412) | > loss_feat: 7.725882053375244 (7.725882053375244) | > loss_mel: 13.405247688293457 (13.405247688293457) | > loss_duration: 1.683168888092041 (1.683168888092041) | > loss_1: 27.401365280151367 (27.401365280151367)  --> STEP: 1 | > loss_disc: 2.341603994369507 (2.341603994369507) | > loss_disc_real_0: 0.1261349469423294 (0.1261349469423294) | > loss_disc_real_1: 0.18574278056621552 (0.18574278056621552) | > loss_disc_real_2: 0.2158917486667633 (0.2158917486667633) | > loss_disc_real_3: 0.2525413930416107 (0.2525413930416107) | > loss_disc_real_4: 0.26045212149620056 (0.26045212149620056) | > loss_disc_real_5: 0.2481217235326767 (0.2481217235326767) | > loss_0: 2.341603994369507 (2.341603994369507) | > loss_gen: 2.631577491760254 (2.631577491760254) | > loss_kl: 2.1173202991485596 (2.1173202991485596) | > loss_feat: 7.252885818481445 (7.252885818481445) | > loss_mel: 12.884886741638184 (12.884886741638184) | > loss_duration: 1.7670592069625854 (1.7670592069625854) | > loss_1: 26.653728485107422 (26.653728485107422)  --> STEP: 2 | > loss_disc: 2.264477014541626 (2.3030405044555664) | > loss_disc_real_0: 0.11698166280984879 (0.1215583048760891) | > loss_disc_real_1: 0.17740270495414734 (0.18157274276018143) | > loss_disc_real_2: 0.18851885199546814 (0.20220530033111572) | > loss_disc_real_3: 0.2275727093219757 (0.2400570511817932) | > loss_disc_real_4: 0.23875951766967773 (0.24960581958293915) | > loss_disc_real_5: 0.2338627278804779 (0.2409922257065773) | > loss_0: 2.264477014541626 (2.3030405044555664) | > loss_gen: 2.5401549339294434 (2.5858662128448486) | > loss_kl: 1.6995447874069214 (1.9084325432777405) | > loss_feat: 7.985115051269531 (7.619000434875488) | > loss_mel: 14.065836906433105 (13.475361824035645) | > loss_duration: 1.8085558414459229 (1.7878075242042542) | > loss_1: 28.099206924438477 (27.37646770477295)  --> STEP: 3 | > loss_disc: 2.1671810150146484 (2.2577540079752603) | > loss_disc_real_0: 0.10335598886013031 (0.11549086620410283) | > loss_disc_real_1: 0.17099961638450623 (0.17804836730162302) | > loss_disc_real_2: 0.1869218498468399 (0.19711081683635712) | > loss_disc_real_3: 0.27595770359039307 (0.25202393531799316) | > loss_disc_real_4: 0.22832874953746796 (0.24251346290111542) | > loss_disc_real_5: 0.2303420454263687 (0.23744216561317444) | > loss_0: 2.1671810150146484 (2.2577540079752603) | > loss_gen: 2.864898920059204 (2.678877115249634) | > loss_kl: 1.9692550897598267 (1.9287067254384358) | > loss_feat: 8.887433052062988 (8.041811307271322) | > loss_mel: 15.041659355163574 (13.997461001078287) | > loss_duration: 1.7915865182876587 (1.7890671888987224) | > loss_1: 30.554832458496094 (28.435922622680664)  --> STEP: 4 | > loss_disc: 2.2418124675750732 (2.2537686228752136) | > loss_disc_real_0: 0.11247017234563828 (0.1147356927394867) | > loss_disc_real_1: 0.1774994134902954 (0.17791112884879112) | > loss_disc_real_2: 0.1901252418756485 (0.19536442309617996) | > loss_disc_real_3: 0.2312195599079132 (0.24682284146547318) | > loss_disc_real_4: 0.24075058102607727 (0.24207274243235588) | > loss_disc_real_5: 0.2341717779636383 (0.2366245687007904) | > loss_0: 2.2418124675750732 (2.2537686228752136) | > loss_gen: 2.6303858757019043 (2.6667543053627014) | > loss_kl: 1.9193861484527588 (1.9263765811920166) | > loss_feat: 7.763365745544434 (7.9721999168396) | > loss_mel: 13.901839256286621 (13.973555564880371) | > loss_duration: 1.7246758937835693 (1.772969365119934) | > loss_1: 27.939653396606445 (28.31185531616211) --> EVAL PERFORMANCE | > avg_loader_time: 0.28129446506500244 (-0.011356532573699951) | > avg_loss_disc: 2.2537686228752136 (+0.0105055570602417) | > avg_loss_disc_real_0: 0.1147356927394867 (+0.002338876947760582) | > avg_loss_disc_real_1: 0.17791112884879112 (-0.01783236488699913) | > avg_loss_disc_real_2: 0.19536442309617996 (-0.06619596481323242) | > avg_loss_disc_real_3: 0.24682284146547318 (+0.04440056532621384) | > avg_loss_disc_real_4: 0.24207274243235588 (+0.07021075114607811) | > avg_loss_disc_real_5: 0.2366245687007904 (+0.03806574270129204) | > avg_loss_0: 2.2537686228752136 (+0.0105055570602417) | > avg_loss_gen: 2.6667543053627014 (+0.07122582197189331) | > avg_loss_kl: 1.9263765811920166 (-0.02918580174446106) | > avg_loss_feat: 7.9721999168396 (-0.686504602432251) | > avg_loss_mel: 13.973555564880371 (-0.23978185653686523) | > avg_loss_duration: 1.772969365119934 (-0.013896375894546509) | > avg_loss_1: 28.31185531616211 (-0.8981428146362305)  > EPOCH: 145/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 15:00:40)   --> TIME: 2025-05-09 15:00:52 -- STEP: 12/725 -- GLOBAL_STEP: 151000 | > loss_disc: 2.343909502029419 (2.211595356464386) | > loss_disc_real_0: 0.1255536675453186 (0.12712769955396652) | > loss_disc_real_1: 0.23980621993541718 (0.19564184173941612) | > loss_disc_real_2: 0.18413221836090088 (0.1925144704679648) | > loss_disc_real_3: 0.22957320511341095 (0.20592425018548965) | > loss_disc_real_4: 0.1979074627161026 (0.197515902419885) | > loss_disc_real_5: 0.20100681483745575 (0.20981716240445772) | > loss_0: 2.343909502029419 (2.211595356464386) | > grad_norm_0: tensor(22.8881, device='cuda:0') (tensor(33.8160, device='cuda:0')) | > loss_gen: 2.497802734375 (2.7438238660494485) | > loss_kl: 1.924726963043213 (1.7573528289794922) | > loss_feat: 7.181351184844971 (8.18830720583598) | > loss_mel: 12.056900024414062 (13.402933120727539) | > loss_duration: 1.7356770038604736 (1.7001174290974934) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.396459579467773 (27.792534351348877) | > grad_norm_1: tensor(335.6416, device='cuda:0') (tensor(800.2473, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8293 (0.8353185256322225) | > loader_time: 0.009 (0.009642064571380615) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_151000.pth  --> TIME: 2025-05-09 15:01:39 -- STEP: 62/725 -- GLOBAL_STEP: 151050 | > loss_disc: 2.2667360305786133 (2.2047624011193556) | > loss_disc_real_0: 0.14218825101852417 (0.13159004755077822) | > loss_disc_real_1: 0.20071415603160858 (0.19428713066924003) | > loss_disc_real_2: 0.1985420435667038 (0.1897833431440015) | > loss_disc_real_3: 0.20110149681568146 (0.204429748558229) | > loss_disc_real_4: 0.19844844937324524 (0.19975605006179503) | > loss_disc_real_5: 0.2300008088350296 (0.20393661049104506) | > loss_0: 2.2667360305786133 (2.2047624011193556) | > grad_norm_0: tensor(42.3670, device='cuda:0') (tensor(32.1715, device='cuda:0')) | > loss_gen: 2.563977003097534 (2.7578305082936434) | > loss_kl: 1.5509757995605469 (1.7271271540272621) | > loss_feat: 8.43792724609375 (8.245219515215965) | > loss_mel: 13.724762916564941 (13.242100761782739) | > loss_duration: 1.7611162662506104 (1.6937022228394785) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.03875732421875 (27.665980092940792) | > grad_norm_1: tensor(547.8143, device='cuda:0') (tensor(681.9708, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8448 (0.8623230226578251) | > loader_time: 0.0102 (0.00994022815458236)  --> TIME: 2025-05-09 15:02:22 -- STEP: 112/725 -- GLOBAL_STEP: 151100 | > loss_disc: 2.280120611190796 (2.207923809332507) | > loss_disc_real_0: 0.18419308960437775 (0.13676548742556152) | > loss_disc_real_1: 0.16973662376403809 (0.19494273753038474) | > loss_disc_real_2: 0.18831385672092438 (0.1889749173341053) | > loss_disc_real_3: 0.21549713611602783 (0.2044384363772614) | > loss_disc_real_4: 0.19993877410888672 (0.19819557533732482) | > loss_disc_real_5: 0.22659040987491608 (0.20281146732824187) | > loss_0: 2.280120611190796 (2.207923809332507) | > grad_norm_0: tensor(57.9909, device='cuda:0') (tensor(33.4847, device='cuda:0')) | > loss_gen: 2.8766069412231445 (2.770819840686662) | > loss_kl: 1.7603470087051392 (1.726979551570756) | > loss_feat: 7.68740701675415 (8.262840258223667) | > loss_mel: 13.635229110717773 (13.35432290179389) | > loss_duration: 1.681957483291626 (1.6976383371012551) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.64154815673828 (27.812600799969264) | > grad_norm_1: tensor(1031.7935, device='cuda:0') (tensor(674.7319, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8335 (0.8580471937145505) | > loader_time: 0.0097 (0.009956823928015567)  --> TIME: 2025-05-09 15:03:05 -- STEP: 162/725 -- GLOBAL_STEP: 151150 | > loss_disc: 2.302889347076416 (2.205185027770054) | > loss_disc_real_0: 0.141366645693779 (0.13603285359747616) | > loss_disc_real_1: 0.21602921187877655 (0.1948665626071118) | > loss_disc_real_2: 0.20238755643367767 (0.18895389001678548) | > loss_disc_real_3: 0.18052023649215698 (0.20429450935787632) | > loss_disc_real_4: 0.18665456771850586 (0.19796311487386256) | > loss_disc_real_5: 0.2197529524564743 (0.20314250371338405) | > loss_0: 2.302889347076416 (2.205185027770054) | > grad_norm_0: tensor(36.1254, device='cuda:0') (tensor(33.4982, device='cuda:0')) | > loss_gen: 2.705045223236084 (2.7819942486138993) | > loss_kl: 1.8062539100646973 (1.7354323871341757) | > loss_feat: 8.059924125671387 (8.340328584482636) | > loss_mel: 12.867220878601074 (13.428340005285946) | > loss_duration: 1.668143391609192 (1.6971719706500015) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.10658836364746 (27.98326716010953) | > grad_norm_1: tensor(934.3537, device='cuda:0') (tensor(692.0668, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8297 (0.8542707864149115) | > loader_time: 0.0106 (0.00989586629985291)  --> TIME: 2025-05-09 15:03:48 -- STEP: 212/725 -- GLOBAL_STEP: 151200 | > loss_disc: 2.2775344848632812 (2.2047028682141927) | > loss_disc_real_0: 0.181233212351799 (0.13638586673955874) | > loss_disc_real_1: 0.18059468269348145 (0.19462696582360092) | > loss_disc_real_2: 0.20799259841442108 (0.18857890993075563) | > loss_disc_real_3: 0.22420023381710052 (0.20430358513346264) | > loss_disc_real_4: 0.23227879405021667 (0.1977817986230805) | > loss_disc_real_5: 0.17636898159980774 (0.20321024286578282) | > loss_0: 2.2775344848632812 (2.2047028682141927) | > grad_norm_0: tensor(37.8987, device='cuda:0') (tensor(33.2658, device='cuda:0')) | > loss_gen: 2.6206881999969482 (2.7808244397055435) | > loss_kl: 1.6982016563415527 (1.7440342385813878) | > loss_feat: 7.682511806488037 (8.341820453697775) | > loss_mel: 11.217223167419434 (13.442223278981334) | > loss_duration: 1.6990641355514526 (1.6971132474125554) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.917688369750977 (28.00601566962476) | > grad_norm_1: tensor(828.8295, device='cuda:0') (tensor(703.7773, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8492 (0.8542121412619104) | > loader_time: 0.0098 (0.009858169645633338)  --> TIME: 2025-05-09 15:04:32 -- STEP: 262/725 -- GLOBAL_STEP: 151250 | > loss_disc: 2.1793153285980225 (2.2079179796553734) | > loss_disc_real_0: 0.08970777690410614 (0.13688471754088657) | > loss_disc_real_1: 0.1872389316558838 (0.19494323250446613) | > loss_disc_real_2: 0.1778702586889267 (0.18875658620177346) | > loss_disc_real_3: 0.23532526195049286 (0.2044582136032236) | > loss_disc_real_4: 0.19615861773490906 (0.19845178114776393) | > loss_disc_real_5: 0.17428776621818542 (0.20317120895585938) | > loss_0: 2.1793153285980225 (2.2079179796553734) | > grad_norm_0: tensor(33.8449, device='cuda:0') (tensor(33.7853, device='cuda:0')) | > loss_gen: 2.7748517990112305 (2.7794447181789024) | > loss_kl: 1.616670846939087 (1.7398124350846271) | > loss_feat: 8.93455696105957 (8.312636251667975) | > loss_mel: 14.559683799743652 (13.440187155745411) | > loss_duration: 1.6879911422729492 (1.69828849530402) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.57375717163086 (27.97036907691082) | > grad_norm_1: tensor(547.1932, device='cuda:0') (tensor(711.0990, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.891 (0.8534581988822412) | > loader_time: 0.0098 (0.009864282972030057)  --> TIME: 2025-05-09 15:05:15 -- STEP: 312/725 -- GLOBAL_STEP: 151300 | > loss_disc: 2.0382397174835205 (2.206822013625731) | > loss_disc_real_0: 0.16661745309829712 (0.1370199990864746) | > loss_disc_real_1: 0.18737173080444336 (0.1944348259040943) | > loss_disc_real_2: 0.16974325478076935 (0.1890983237192418) | > loss_disc_real_3: 0.1804315447807312 (0.2046076234621115) | > loss_disc_real_4: 0.1697351485490799 (0.19790765647895822) | > loss_disc_real_5: 0.19401675462722778 (0.20311981071837434) | > loss_0: 2.0382397174835205 (2.206822013625731) | > grad_norm_0: tensor(66.0423, device='cuda:0') (tensor(33.7149, device='cuda:0')) | > loss_gen: 2.9802215099334717 (2.779606660971275) | > loss_kl: 1.7489345073699951 (1.7345839910782301) | > loss_feat: 9.747321128845215 (8.319588760534913) | > loss_mel: 14.989253997802734 (13.44165721306434) | > loss_duration: 1.6963763236999512 (1.697317060369711) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.162107467651367 (27.972753732632363) | > grad_norm_1: tensor(628.4656, device='cuda:0') (tensor(699.4166, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8385 (0.852671683598787) | > loader_time: 0.0094 (0.00986481094971681)  --> TIME: 2025-05-09 15:05:58 -- STEP: 362/725 -- GLOBAL_STEP: 151350 | > loss_disc: 2.2128539085388184 (2.210452142670669) | > loss_disc_real_0: 0.12536756694316864 (0.13753236558555884) | > loss_disc_real_1: 0.18467913568019867 (0.19445787637767212) | > loss_disc_real_2: 0.21075312793254852 (0.18931695353754333) | > loss_disc_real_3: 0.21457569301128387 (0.20489380426334414) | > loss_disc_real_4: 0.2096385359764099 (0.19881292428430272) | > loss_disc_real_5: 0.19111940264701843 (0.20311135885135903) | > loss_0: 2.2128539085388184 (2.210452142670669) | > grad_norm_0: tensor(22.6260, device='cuda:0') (tensor(33.3256, device='cuda:0')) | > loss_gen: 2.648536443710327 (2.7766802956386174) | > loss_kl: 1.829043984413147 (1.733350091876246) | > loss_feat: 8.59225082397461 (8.318163596464114) | > loss_mel: 13.400744438171387 (13.429847319481782) | > loss_duration: 1.65726900100708 (1.6962777560587081) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.127845764160156 (27.954319089815755) | > grad_norm_1: tensor(615.0242, device='cuda:0') (tensor(701.8227, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8492 (0.852376289789189) | > loader_time: 0.0092 (0.009804456273495162)  --> TIME: 2025-05-09 15:06:41 -- STEP: 412/725 -- GLOBAL_STEP: 151400 | > loss_disc: 2.2755892276763916 (2.2116443286243004) | > loss_disc_real_0: 0.14251726865768433 (0.13891257786924388) | > loss_disc_real_1: 0.20287500321865082 (0.19422423821485157) | > loss_disc_real_2: 0.22049255669116974 (0.18900396967831182) | > loss_disc_real_3: 0.1770797222852707 (0.2045716575337845) | > loss_disc_real_4: 0.25110340118408203 (0.1986374493362834) | > loss_disc_real_5: 0.18809059262275696 (0.2034002243025789) | > loss_0: 2.2755892276763916 (2.2116443286243004) | > grad_norm_0: tensor(12.5903, device='cuda:0') (tensor(33.3330, device='cuda:0')) | > loss_gen: 2.62873911857605 (2.772008333391358) | > loss_kl: 1.6565194129943848 (1.7284190622926916) | > loss_feat: 8.292526245117188 (8.29297452991448) | > loss_mel: 14.303483963012695 (13.407076018527874) | > loss_duration: 1.6940675973892212 (1.6966608377914978) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.575334548950195 (27.89713879464899) | > grad_norm_1: tensor(454.6234, device='cuda:0') (tensor(687.1978, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8503 (0.8519201157162488) | > loader_time: 0.0102 (0.009804403897628034)  --> TIME: 2025-05-09 15:07:24 -- STEP: 462/725 -- GLOBAL_STEP: 151450 | > loss_disc: 2.311655044555664 (2.2111655816887392) | > loss_disc_real_0: 0.15707457065582275 (0.13858642438789454) | > loss_disc_real_1: 0.18422789871692657 (0.19406764199594398) | > loss_disc_real_2: 0.22930803894996643 (0.1889935089396193) | > loss_disc_real_3: 0.20914475619792938 (0.20475169890499734) | > loss_disc_real_4: 0.20833393931388855 (0.19850161345877174) | > loss_disc_real_5: 0.17967751622200012 (0.20362701341187284) | > loss_0: 2.311655044555664 (2.2111655816887392) | > grad_norm_0: tensor(34.2857, device='cuda:0') (tensor(33.3284, device='cuda:0')) | > loss_gen: 2.533994197845459 (2.7710152307114058) | > loss_kl: 1.6630879640579224 (1.727658392288984) | > loss_feat: 6.815804481506348 (8.288423246119445) | > loss_mel: 11.08818244934082 (13.410273234049479) | > loss_duration: 1.7280480861663818 (1.6965920215561272) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.829116821289062 (27.893962125241494) | > grad_norm_1: tensor(725.0508, device='cuda:0') (tensor(684.0489, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.799 (0.851023204914935) | > loader_time: 0.0127 (0.009820595964208818)  --> TIME: 2025-05-09 15:08:07 -- STEP: 512/725 -- GLOBAL_STEP: 151500 | > loss_disc: 2.1839795112609863 (2.210566173540431) | > loss_disc_real_0: 0.0924355536699295 (0.1384423357376362) | > loss_disc_real_1: 0.19116604328155518 (0.1940678206156008) | > loss_disc_real_2: 0.1710352748632431 (0.18887544056633498) | > loss_disc_real_3: 0.19852621853351593 (0.20476369446259923) | > loss_disc_real_4: 0.1643989235162735 (0.19839534934726544) | > loss_disc_real_5: 0.22309501469135284 (0.2036666024068836) | > loss_0: 2.1839795112609863 (2.210566173540431) | > grad_norm_0: tensor(38.9479, device='cuda:0') (tensor(33.4078, device='cuda:0')) | > loss_gen: 2.691859722137451 (2.771339879371227) | > loss_kl: 1.7163939476013184 (1.7283888154197484) | > loss_feat: 8.820196151733398 (8.282563371583812) | > loss_mel: 13.839973449707031 (13.392217230051756) | > loss_duration: 1.6506774425506592 (1.6971687048207964) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.719100952148438 (27.871678005903956) | > grad_norm_1: tensor(772.1851, device='cuda:0') (tensor(688.8995, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8368 (0.8506505908444522) | > loader_time: 0.0094 (0.00982224848121404)  --> TIME: 2025-05-09 15:08:50 -- STEP: 562/725 -- GLOBAL_STEP: 151550 | > loss_disc: 2.220508337020874 (2.2136932206323596) | > loss_disc_real_0: 0.10525684803724289 (0.13899873732672033) | > loss_disc_real_1: 0.18854309618473053 (0.19409767925421118) | > loss_disc_real_2: 0.17460525035858154 (0.1887732723005303) | > loss_disc_real_3: 0.20291948318481445 (0.20499633981770046) | > loss_disc_real_4: 0.17342551052570343 (0.1985875041459379) | > loss_disc_real_5: 0.17588849365711212 (0.2042654360846692) | > loss_0: 2.220508337020874 (2.2136932206323596) | > grad_norm_0: tensor(38.9442, device='cuda:0') (tensor(33.1102, device='cuda:0')) | > loss_gen: 2.82437801361084 (2.766394589719401) | > loss_kl: 1.7556648254394531 (1.7282453069059032) | > loss_feat: 8.353321075439453 (8.264093644254142) | > loss_mel: 13.093442916870117 (13.381012855475483) | > loss_duration: 1.6592203378677368 (1.6971389258883602) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.686025619506836 (27.836885340273163) | > grad_norm_1: tensor(793.7606, device='cuda:0') (tensor(683.9372, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8909 (0.8504833152709904) | > loader_time: 0.0115 (0.009802619757601366)  --> TIME: 2025-05-09 15:09:33 -- STEP: 612/725 -- GLOBAL_STEP: 151600 | > loss_disc: 2.1954166889190674 (2.2161094561900985) | > loss_disc_real_0: 0.13827045261859894 (0.1391410316200622) | > loss_disc_real_1: 0.17536871135234833 (0.19442291720922478) | > loss_disc_real_2: 0.2269231677055359 (0.18909566866513966) | > loss_disc_real_3: 0.21529965102672577 (0.2052008321423547) | > loss_disc_real_4: 0.18813692033290863 (0.19890632110288722) | > loss_disc_real_5: 0.18008318543434143 (0.20411691770834076) | > loss_0: 2.1954166889190674 (2.2161094561900985) | > grad_norm_0: tensor(60.4531, device='cuda:0') (tensor(33.5216, device='cuda:0')) | > loss_gen: 2.83103609085083 (2.765258002904508) | > loss_kl: 1.7856627702713013 (1.7293851954095507) | > loss_feat: 7.958564758300781 (8.252626228176682) | > loss_mel: 13.40247917175293 (13.383044182085523) | > loss_duration: 1.629643201828003 (1.6970732052341786) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.607383728027344 (27.827386828029844) | > grad_norm_1: tensor(986.2466, device='cuda:0') (tensor(685.8014, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8073 (0.8502800336071086) | > loader_time: 0.0084 (0.009798046031029392)  --> TIME: 2025-05-09 15:10:16 -- STEP: 662/725 -- GLOBAL_STEP: 151650 | > loss_disc: 2.35493540763855 (2.215633302296758) | > loss_disc_real_0: 0.1742350161075592 (0.1391135593848105) | > loss_disc_real_1: 0.2110648900270462 (0.19451841797533354) | > loss_disc_real_2: 0.2069621980190277 (0.18914113855524017) | > loss_disc_real_3: 0.19689373672008514 (0.2051612773285532) | > loss_disc_real_4: 0.23487621545791626 (0.19895221864708962) | > loss_disc_real_5: 0.19122838973999023 (0.20391540377881942) | > loss_0: 2.35493540763855 (2.215633302296758) | > grad_norm_0: tensor(57.5087, device='cuda:0') (tensor(33.4641, device='cuda:0')) | > loss_gen: 2.570270538330078 (2.7661004534660902) | > loss_kl: 1.792841911315918 (1.7296170322196365) | > loss_feat: 6.901938438415527 (8.249844670655854) | > loss_mel: 12.454911231994629 (13.385277241018244) | > loss_duration: 1.6986377239227295 (1.697531952238515) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.41860008239746 (27.828371373548237) | > grad_norm_1: tensor(569.1479, device='cuda:0') (tensor(684.5159, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8536 (0.8496452155790297) | > loader_time: 0.0093 (0.009759886747400564)  --> TIME: 2025-05-09 15:10:59 -- STEP: 712/725 -- GLOBAL_STEP: 151700 | > loss_disc: 2.170910120010376 (2.214918941259385) | > loss_disc_real_0: 0.12331493198871613 (0.1388852672672339) | > loss_disc_real_1: 0.1602790355682373 (0.19422617399792994) | > loss_disc_real_2: 0.20876234769821167 (0.18917671810793762) | > loss_disc_real_3: 0.18991588056087494 (0.20513764373288398) | > loss_disc_real_4: 0.179584801197052 (0.19904845115843783) | > loss_disc_real_5: 0.18740370869636536 (0.2035256847634576) | > loss_0: 2.170910120010376 (2.214918941259385) | > grad_norm_0: tensor(47.9794, device='cuda:0') (tensor(33.5649, device='cuda:0')) | > loss_gen: 2.9095747470855713 (2.767667531632309) | > loss_kl: 1.6099157333374023 (1.730689270107934) | > loss_feat: 8.79931926727295 (8.251596466878814) | > loss_mel: 14.093761444091797 (13.379939507902339) | > loss_duration: 1.714455008506775 (1.6973261289047392) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.127025604248047 (27.82721892367587) | > grad_norm_1: tensor(957.8660, device='cuda:0') (tensor(687.4962, device='cuda:0')) | > current_lr_0: 0.0001964074314689503 | > current_lr_1: 0.0001964074314689503 | > step_time: 0.8305 (0.8492426051852405) | > loader_time: 0.0096 (0.00974464081646351)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1488754749298096 (2.1488754749298096) | > loss_disc_real_0: 0.13176102936267853 (0.13176102936267853) | > loss_disc_real_1: 0.19790802896022797 (0.19790802896022797) | > loss_disc_real_2: 0.1857825070619583 (0.1857825070619583) | > loss_disc_real_3: 0.2137785702943802 (0.2137785702943802) | > loss_disc_real_4: 0.2148275375366211 (0.2148275375366211) | > loss_disc_real_5: 0.25073862075805664 (0.25073862075805664) | > loss_0: 2.1488754749298096 (2.1488754749298096) | > loss_gen: 2.7809154987335205 (2.7809154987335205) | > loss_kl: 1.9328889846801758 (1.9328889846801758) | > loss_feat: 9.041722297668457 (9.041722297668457) | > loss_mel: 14.909412384033203 (14.909412384033203) | > loss_duration: 1.6941810846328735 (1.6941810846328735) | > loss_1: 30.359121322631836 (30.359121322631836)  --> STEP: 1 | > loss_disc: 2.3560259342193604 (2.3560259342193604) | > loss_disc_real_0: 0.1797616183757782 (0.1797616183757782) | > loss_disc_real_1: 0.2088664323091507 (0.2088664323091507) | > loss_disc_real_2: 0.19325703382492065 (0.19325703382492065) | > loss_disc_real_3: 0.21839173138141632 (0.21839173138141632) | > loss_disc_real_4: 0.25574666261672974 (0.25574666261672974) | > loss_disc_real_5: 0.26522424817085266 (0.26522424817085266) | > loss_0: 2.3560259342193604 (2.3560259342193604) | > loss_gen: 2.598842144012451 (2.598842144012451) | > loss_kl: 1.939526915550232 (1.939526915550232) | > loss_feat: 7.492548942565918 (7.492548942565918) | > loss_mel: 13.703450202941895 (13.703450202941895) | > loss_duration: 1.7653311491012573 (1.7653311491012573) | > loss_1: 27.499698638916016 (27.499698638916016)  --> STEP: 2 | > loss_disc: 2.286013126373291 (2.3210195302963257) | > loss_disc_real_0: 0.16439136862754822 (0.1720764935016632) | > loss_disc_real_1: 0.2004823535680771 (0.2046743929386139) | > loss_disc_real_2: 0.18036873638629913 (0.1868128851056099) | > loss_disc_real_3: 0.225562185049057 (0.22197695821523666) | > loss_disc_real_4: 0.22987382113933563 (0.24281024187803268) | > loss_disc_real_5: 0.26169389486312866 (0.26345907151699066) | > loss_0: 2.286013126373291 (2.3210195302963257) | > loss_gen: 2.6379103660583496 (2.6183762550354004) | > loss_kl: 1.9925811290740967 (1.9660540223121643) | > loss_feat: 7.744462490081787 (7.6185057163238525) | > loss_mel: 13.390846252441406 (13.54714822769165) | > loss_duration: 1.8316361904144287 (1.798483669757843) | > loss_1: 27.597436904907227 (27.54856777191162)  --> STEP: 3 | > loss_disc: 2.2969396114349365 (2.312992890675863) | > loss_disc_real_0: 0.17785650491714478 (0.1740031639734904) | > loss_disc_real_1: 0.22682932019233704 (0.21205936868985495) | > loss_disc_real_2: 0.17722022533416748 (0.18361533184846243) | > loss_disc_real_3: 0.19737643003463745 (0.21377678215503693) | > loss_disc_real_4: 0.2474987506866455 (0.24437307814757028) | > loss_disc_real_5: 0.24405060708522797 (0.25698958337306976) | > loss_0: 2.2969396114349365 (2.312992890675863) | > loss_gen: 2.6569106578826904 (2.631221055984497) | > loss_kl: 1.9068763256072998 (1.9463281234105427) | > loss_feat: 7.170517444610596 (7.469176292419434) | > loss_mel: 13.56885051727295 (13.55438232421875) | > loss_duration: 1.7736704349517822 (1.790212591489156) | > loss_1: 27.076824188232422 (27.391319910685223)  --> STEP: 4 | > loss_disc: 2.163881778717041 (2.2757151126861572) | > loss_disc_real_0: 0.12376415729522705 (0.16144341230392456) | > loss_disc_real_1: 0.2261589765548706 (0.21558427065610886) | > loss_disc_real_2: 0.16370214521884918 (0.1786370351910591) | > loss_disc_real_3: 0.226792573928833 (0.21703073009848595) | > loss_disc_real_4: 0.2895246744155884 (0.2556609772145748) | > loss_disc_real_5: 0.2433205097913742 (0.2535723149776459) | > loss_0: 2.163881778717041 (2.2757151126861572) | > loss_gen: 2.9798030853271484 (2.71836656332016) | > loss_kl: 1.7272289991378784 (1.8915533423423767) | > loss_feat: 9.004572868347168 (7.853025436401367) | > loss_mel: 15.844444274902344 (14.126897811889648) | > loss_duration: 1.7329202890396118 (1.77588951587677) | > loss_1: 31.288969039916992 (28.365732192993164) --> EVAL PERFORMANCE | > avg_loader_time: 0.2863995432853699 (+0.005105078220367432) | > avg_loss_disc: 2.2757151126861572 (+0.021946489810943604) | > avg_loss_disc_real_0: 0.16144341230392456 (+0.046707719564437866) | > avg_loss_disc_real_1: 0.21558427065610886 (+0.037673141807317734) | > avg_loss_disc_real_2: 0.1786370351910591 (-0.01672738790512085) | > avg_loss_disc_real_3: 0.21703073009848595 (-0.02979211136698723) | > avg_loss_disc_real_4: 0.2556609772145748 (+0.013588234782218933) | > avg_loss_disc_real_5: 0.2535723149776459 (+0.01694774627685547) | > avg_loss_0: 2.2757151126861572 (+0.021946489810943604) | > avg_loss_gen: 2.71836656332016 (+0.051612257957458496) | > avg_loss_kl: 1.8915533423423767 (-0.03482323884963989) | > avg_loss_feat: 7.853025436401367 (-0.11917448043823242) | > avg_loss_mel: 14.126897811889648 (+0.15334224700927734) | > avg_loss_duration: 1.77588951587677 (+0.0029201507568359375) | > avg_loss_1: 28.365732192993164 (+0.05387687683105469)  > EPOCH: 146/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 15:11:17)   --> TIME: 2025-05-09 15:11:51 -- STEP: 37/725 -- GLOBAL_STEP: 151750 | > loss_disc: 2.0730910301208496 (2.232989633405531) | > loss_disc_real_0: 0.12166736274957657 (0.14080495991416878) | > loss_disc_real_1: 0.15948224067687988 (0.19566905901238724) | > loss_disc_real_2: 0.19303980469703674 (0.192410665992144) | > loss_disc_real_3: 0.20818647742271423 (0.20681788792481293) | > loss_disc_real_4: 0.16042372584342957 (0.20118081207210953) | > loss_disc_real_5: 0.22256286442279816 (0.20351533551473874) | > loss_0: 2.0730910301208496 (2.232989633405531) | > grad_norm_0: tensor(36.6901, device='cuda:0') (tensor(35.8647, device='cuda:0')) | > loss_gen: 2.998197078704834 (2.7611508433883256) | > loss_kl: 1.6428223848342896 (1.7589994024586033) | > loss_feat: 9.070402145385742 (8.28483182030755) | > loss_mel: 13.881287574768066 (13.67691571003682) | > loss_duration: 1.6854833364486694 (1.6959380072516363) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.278194427490234 (28.177836031527132) | > grad_norm_1: tensor(900.8925, device='cuda:0') (tensor(715.0848, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8493 (0.847347742802388) | > loader_time: 0.0099 (0.010151199392370275)  --> TIME: 2025-05-09 15:12:34 -- STEP: 87/725 -- GLOBAL_STEP: 151800 | > loss_disc: 2.2930479049682617 (2.2107372927939744) | > loss_disc_real_0: 0.19899410009384155 (0.13733477350966683) | > loss_disc_real_1: 0.16519133746623993 (0.19563473161609693) | > loss_disc_real_2: 0.19375553727149963 (0.19036461053223447) | > loss_disc_real_3: 0.2055530846118927 (0.20541087752101064) | > loss_disc_real_4: 0.19286517798900604 (0.19955711717578187) | > loss_disc_real_5: 0.2766350507736206 (0.2002597913659852) | > loss_0: 2.2930479049682617 (2.2107372927939744) | > grad_norm_0: tensor(48.6596, device='cuda:0') (tensor(35.7956, device='cuda:0')) | > loss_gen: 2.806033134460449 (2.79575120169541) | > loss_kl: 1.831673264503479 (1.747250273309905) | > loss_feat: 7.10775089263916 (8.343480806241088) | > loss_mel: 12.870604515075684 (13.559181114722943) | > loss_duration: 1.6601362228393555 (1.696703757362804) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.276199340820312 (28.142367132778826) | > grad_norm_1: tensor(562.6624, device='cuda:0') (tensor(719.1401, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.824 (0.8504943820251816) | > loader_time: 0.0094 (0.010145318919214706)  --> TIME: 2025-05-09 15:13:17 -- STEP: 137/725 -- GLOBAL_STEP: 151850 | > loss_disc: 1.993623971939087 (2.2068459161006615) | > loss_disc_real_0: 0.07966765016317368 (0.13750828383830338) | > loss_disc_real_1: 0.16855530440807343 (0.194344181975309) | > loss_disc_real_2: 0.17166905105113983 (0.1894783264529096) | > loss_disc_real_3: 0.17715246975421906 (0.20395533055284598) | > loss_disc_real_4: 0.16564497351646423 (0.19907012842867497) | > loss_disc_real_5: 0.16648663580417633 (0.2011176302050152) | > loss_0: 1.993623971939087 (2.2068459161006615) | > grad_norm_0: tensor(32.1753, device='cuda:0') (tensor(34.1924, device='cuda:0')) | > loss_gen: 3.0805904865264893 (2.786225532963328) | > loss_kl: 1.653147578239441 (1.7292362956235008) | > loss_feat: 10.70405101776123 (8.309867771872643) | > loss_mel: 15.105937004089355 (13.43322916100495) | > loss_duration: 1.688936471939087 (1.6969831259581294) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.232662200927734 (27.955541861318324) | > grad_norm_1: tensor(960.3676, device='cuda:0') (tensor(698.1162, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.816 (0.852117336579483) | > loader_time: 0.0088 (0.010074229136000585)  --> TIME: 2025-05-09 15:14:01 -- STEP: 187/725 -- GLOBAL_STEP: 151900 | > loss_disc: 2.30497670173645 (2.2076785220181883) | > loss_disc_real_0: 0.12889325618743896 (0.13807184432438985) | > loss_disc_real_1: 0.1864284873008728 (0.19406040586571005) | > loss_disc_real_2: 0.1718195229768753 (0.18911508538506241) | > loss_disc_real_3: 0.1830805540084839 (0.20451241301342765) | > loss_disc_real_4: 0.1976226419210434 (0.1987307049373892) | > loss_disc_real_5: 0.19013838469982147 (0.20180349601781297) | > loss_0: 2.30497670173645 (2.2076785220181883) | > grad_norm_0: tensor(23.5162, device='cuda:0') (tensor(34.7264, device='cuda:0')) | > loss_gen: 2.546182632446289 (2.779178327417628) | > loss_kl: 1.8167502880096436 (1.7291917590533985) | > loss_feat: 7.680809020996094 (8.284435300266043) | > loss_mel: 13.01295280456543 (13.409865710824569) | > loss_duration: 1.7322537899017334 (1.6979214565001708) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.788949966430664 (27.90059257956112) | > grad_norm_1: tensor(179.4405, device='cuda:0') (tensor(705.4745, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8522 (0.8511621225326457) | > loader_time: 0.0098 (0.010044310819656453)  --> TIME: 2025-05-09 15:14:44 -- STEP: 237/725 -- GLOBAL_STEP: 151950 | > loss_disc: 2.274272918701172 (2.2044551774922287) | > loss_disc_real_0: 0.1308734267950058 (0.13707589439827675) | > loss_disc_real_1: 0.19256345927715302 (0.19399555989458592) | > loss_disc_real_2: 0.2014678567647934 (0.18860404300287298) | > loss_disc_real_3: 0.22996114194393158 (0.2047859349834265) | > loss_disc_real_4: 0.21311551332473755 (0.19830107519143744) | > loss_disc_real_5: 0.1937723308801651 (0.20143494274042822) | > loss_0: 2.274272918701172 (2.2044551774922287) | > grad_norm_0: tensor(13.3966, device='cuda:0') (tensor(34.1098, device='cuda:0')) | > loss_gen: 2.6487560272216797 (2.784966125769957) | > loss_kl: 1.915242075920105 (1.7414563330919934) | > loss_feat: 7.179556846618652 (8.30058027621563) | > loss_mel: 13.156499862670898 (13.408381458073226) | > loss_duration: 1.6810102462768555 (1.696956966999714) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.581066131591797 (27.93234118530016) | > grad_norm_1: tensor(568.2842, device='cuda:0') (tensor(710.4988, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8188 (0.8509774992737589) | > loader_time: 0.0104 (0.010000259061402913)  --> TIME: 2025-05-09 15:15:27 -- STEP: 287/725 -- GLOBAL_STEP: 152000 | > loss_disc: 2.1275475025177 (2.206258264568208) | > loss_disc_real_0: 0.12508976459503174 (0.13779360663392398) | > loss_disc_real_1: 0.17554453015327454 (0.1941554877089291) | > loss_disc_real_2: 0.2144145667552948 (0.18896581492149864) | > loss_disc_real_3: 0.21739719808101654 (0.20489480333461166) | > loss_disc_real_4: 0.18165047466754913 (0.1982036350807662) | > loss_disc_real_5: 0.18699592351913452 (0.20090670260610477) | > loss_0: 2.1275475025177 (2.206258264568208) | > grad_norm_0: tensor(42.7593, device='cuda:0') (tensor(34.3647, device='cuda:0')) | > loss_gen: 2.980286121368408 (2.782869256747308) | > loss_kl: 1.7897117137908936 (1.7394267918756199) | > loss_feat: 9.36972427368164 (8.293557987811255) | > loss_mel: 14.228678703308105 (13.417918770155426) | > loss_duration: 1.7113264799118042 (1.6972348021297925) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.079727172851562 (27.931007551399265) | > grad_norm_1: tensor(847.4867, device='cuda:0') (tensor(710.4318, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8127 (0.8497032629072875) | > loader_time: 0.0096 (0.009948313443918262) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_152000.pth  --> TIME: 2025-05-09 15:16:12 -- STEP: 337/725 -- GLOBAL_STEP: 152050 | > loss_disc: 2.0859169960021973 (2.209607233987008) | > loss_disc_real_0: 0.13758395612239838 (0.13875266155697824) | > loss_disc_real_1: 0.18131014704704285 (0.19397345229496946) | > loss_disc_real_2: 0.16964378952980042 (0.18842246062854617) | > loss_disc_real_3: 0.18247324228286743 (0.20516471604565126) | > loss_disc_real_4: 0.1642022430896759 (0.19851497859204909) | > loss_disc_real_5: 0.20171409845352173 (0.20163712055817548) | > loss_0: 2.0859169960021973 (2.209607233987008) | > grad_norm_0: tensor(46.2349, device='cuda:0') (tensor(34.3690, device='cuda:0')) | > loss_gen: 2.9615795612335205 (2.7792074793524115) | > loss_kl: 1.6069012880325317 (1.737343272752507) | > loss_feat: 9.038881301879883 (8.286975431866741) | > loss_mel: 14.439216613769531 (13.405246513887397) | > loss_duration: 1.6674237251281738 (1.6962213311068035) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.71400260925293 (27.90499397979646) | > grad_norm_1: tensor(803.4692, device='cuda:0') (tensor(706.3398, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8792 (0.8495520908683981) | > loader_time: 0.0097 (0.009960325252408444)  --> TIME: 2025-05-09 15:16:56 -- STEP: 387/725 -- GLOBAL_STEP: 152100 | > loss_disc: 2.3272056579589844 (2.2102626244843138) | > loss_disc_real_0: 0.2476334124803543 (0.1388548707122642) | > loss_disc_real_1: 0.19413995742797852 (0.1937615500633107) | > loss_disc_real_2: 0.20233240723609924 (0.18827218833819834) | > loss_disc_real_3: 0.20943482220172882 (0.205142317354217) | > loss_disc_real_4: 0.22591501474380493 (0.1985753492021437) | > loss_disc_real_5: 0.2594137191772461 (0.2027036828357119) | > loss_0: 2.3272056579589844 (2.2102626244843138) | > grad_norm_0: tensor(66.6520, device='cuda:0') (tensor(34.3407, device='cuda:0')) | > loss_gen: 2.8884053230285645 (2.7769147733693265) | > loss_kl: 1.6565276384353638 (1.7451289809027384) | > loss_feat: 8.21656322479248 (8.279041247158396) | > loss_mel: 14.107022285461426 (13.414781535934722) | > loss_duration: 1.7711817026138306 (1.6968472823308118) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.639699935913086 (27.912713777803326) | > grad_norm_1: tensor(964.3030, device='cuda:0') (tensor(707.1354, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8516 (0.8503612615649399) | > loader_time: 0.0111 (0.009933949748983064)  --> TIME: 2025-05-09 15:17:38 -- STEP: 437/725 -- GLOBAL_STEP: 152150 | > loss_disc: 2.1032679080963135 (2.2095642444470913) | > loss_disc_real_0: 0.15800277888774872 (0.1382326422689708) | > loss_disc_real_1: 0.19838036596775055 (0.19386099435781182) | > loss_disc_real_2: 0.2025599628686905 (0.1885184381046338) | > loss_disc_real_3: 0.1930251568555832 (0.2050495801378442) | > loss_disc_real_4: 0.20002110302448273 (0.19856016235575247) | > loss_disc_real_5: 0.19390104711055756 (0.20236101258946768) | > loss_0: 2.1032679080963135 (2.2095642444470913) | > grad_norm_0: tensor(34.3523, device='cuda:0') (tensor(33.9608, device='cuda:0')) | > loss_gen: 3.0809781551361084 (2.77809517225357) | > loss_kl: 1.814394474029541 (1.7486487174197793) | > loss_feat: 9.871774673461914 (8.27467640040941) | > loss_mel: 15.422513961791992 (13.409307981792248) | > loss_duration: 1.662630319595337 (1.6966878328497954) | > amp_scaler: 256.0 (135.3226544622426) | > loss_1: 31.852291107177734 (27.907416044710974) | > grad_norm_1: tensor(870.0405, device='cuda:0') (tensor(707.5506, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8718 (0.8488256440282687) | > loader_time: 0.0096 (0.009905166429567668)  --> TIME: 2025-05-09 15:18:21 -- STEP: 487/725 -- GLOBAL_STEP: 152200 | > loss_disc: 2.1628835201263428 (2.2095568938911305) | > loss_disc_real_0: 0.1273796260356903 (0.13825578369521502) | > loss_disc_real_1: 0.20436261594295502 (0.1938951348989162) | > loss_disc_real_2: 0.18316693603992462 (0.18890852002270161) | > loss_disc_real_3: 0.22785304486751556 (0.20490553574273226) | > loss_disc_real_4: 0.23617535829544067 (0.19827713959638096) | > loss_disc_real_5: 0.19132982194423676 (0.20215043786614822) | > loss_0: 2.1628835201263428 (2.2095568938911305) | > grad_norm_0: tensor(21.8801, device='cuda:0') (tensor(34.2729, device='cuda:0')) | > loss_gen: 2.932703733444214 (2.780633719794803) | > loss_kl: 1.8218634128570557 (1.7478973557082536) | > loss_feat: 8.52308177947998 (8.280309112165012) | > loss_mel: 12.982527732849121 (13.422588248517233) | > loss_duration: 1.6890959739685059 (1.697537359270962) | > amp_scaler: 256.0 (147.71252566735126) | > loss_1: 27.94927215576172 (27.92896573107835) | > grad_norm_1: tensor(687.6600, device='cuda:0') (tensor(710.3179, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8217 (0.8478150323675888) | > loader_time: 0.01 (0.009897363259317452)  --> TIME: 2025-05-09 15:19:04 -- STEP: 537/725 -- GLOBAL_STEP: 152250 | > loss_disc: 2.219613790512085 (2.208670706944312) | > loss_disc_real_0: 0.14293865859508514 (0.13816132948662757) | > loss_disc_real_1: 0.2144913375377655 (0.1938330480894785) | > loss_disc_real_2: 0.19677622616291046 (0.18885927518319812) | > loss_disc_real_3: 0.21845653653144836 (0.20482469950863322) | > loss_disc_real_4: 0.21564243733882904 (0.19822045758338833) | > loss_disc_real_5: 0.19307613372802734 (0.20196345481792635) | > loss_0: 2.219613790512085 (2.208670706944312) | > grad_norm_0: tensor(40.1161, device='cuda:0') (tensor(34.2164, device='cuda:0')) | > loss_gen: 2.7889761924743652 (2.7791899364975787) | > loss_kl: 1.6550098657608032 (1.745291235504648) | > loss_feat: 7.24696683883667 (8.271320610295021) | > loss_mel: 11.852360725402832 (13.404546510351876) | > loss_duration: 1.7295361757278442 (1.6978900550242024) | > amp_scaler: 256.0 (157.7951582867785) | > loss_1: 25.272850036621094 (27.89823827264029) | > grad_norm_1: tensor(816.8182, device='cuda:0') (tensor(714.5188, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8298 (0.8471169480620372) | > loader_time: 0.0093 (0.009894050033398844)  --> TIME: 2025-05-09 15:19:46 -- STEP: 587/725 -- GLOBAL_STEP: 152300 | > loss_disc: 2.137122392654419 (2.2099381116626597) | > loss_disc_real_0: 0.1475207805633545 (0.1387591487148957) | > loss_disc_real_1: 0.2008526623249054 (0.1938593230215004) | > loss_disc_real_2: 0.17510159313678741 (0.18883777342520935) | > loss_disc_real_3: 0.210232213139534 (0.20499844351558097) | > loss_disc_real_4: 0.187656968832016 (0.1983031210389616) | > loss_disc_real_5: 0.24352309107780457 (0.20185925178166342) | > loss_0: 2.137122392654419 (2.2099381116626597) | > grad_norm_0: tensor(33.2286, device='cuda:0') (tensor(34.3017, device='cuda:0')) | > loss_gen: 2.9145374298095703 (2.7791747587909077) | > loss_kl: 1.7729358673095703 (1.746504942440703) | > loss_feat: 8.967679023742676 (8.26815064477353) | > loss_mel: 13.705428123474121 (13.398603600172203) | > loss_duration: 1.6881144046783447 (1.6976134955781488) | > amp_scaler: 256.0 (166.1601362862012) | > loss_1: 29.048694610595703 (27.89004737555067) | > grad_norm_1: tensor(844.2376, device='cuda:0') (tensor(714.9517, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8312 (0.8459545566844777) | > loader_time: 0.0096 (0.009873731782123618)  --> TIME: 2025-05-09 15:20:29 -- STEP: 637/725 -- GLOBAL_STEP: 152350 | > loss_disc: 2.12153959274292 (2.2091120086621983) | > loss_disc_real_0: 0.11516053229570389 (0.1391394587008507) | > loss_disc_real_1: 0.20186349749565125 (0.19376235346498433) | > loss_disc_real_2: 0.18818944692611694 (0.18871704550983387) | > loss_disc_real_3: 0.20867964625358582 (0.20467276957757427) | > loss_disc_real_4: 0.20702804625034332 (0.19823212383586913) | > loss_disc_real_5: 0.18405063450336456 (0.20183904349710344) | > loss_0: 2.12153959274292 (2.2091120086621983) | > grad_norm_0: tensor(37.4491, device='cuda:0') (tensor(34.4523, device='cuda:0')) | > loss_gen: 3.001734495162964 (2.779413117718657) | > loss_kl: 1.8194929361343384 (1.7494923609953668) | > loss_feat: 8.65139389038086 (8.272410278230495) | > loss_mel: 13.894964218139648 (13.409566350784177) | > loss_duration: 1.6707587242126465 (1.6974637042409397) | > amp_scaler: 256.0 (173.21193092621684) | > loss_1: 29.038345336914062 (27.908345774915567) | > grad_norm_1: tensor(827.0990, device='cuda:0') (tensor(708.1930, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8277 (0.8453863954618921) | > loader_time: 0.0094 (0.009877323542883853)  --> TIME: 2025-05-09 15:21:11 -- STEP: 687/725 -- GLOBAL_STEP: 152400 | > loss_disc: 2.1356706619262695 (2.2092504334762078) | > loss_disc_real_0: 0.14992210268974304 (0.13912486809873845) | > loss_disc_real_1: 0.17585118114948273 (0.1938334592174754) | > loss_disc_real_2: 0.18061739206314087 (0.18896898768267414) | > loss_disc_real_3: 0.21308724582195282 (0.2045219739928863) | > loss_disc_real_4: 0.19800971448421478 (0.19814307419406976) | > loss_disc_real_5: 0.17651322484016418 (0.20159762709508636) | > loss_0: 2.1356706619262695 (2.2092504334762078) | > grad_norm_0: tensor(20.1415, device='cuda:0') (tensor(34.3732, device='cuda:0')) | > loss_gen: 2.901193857192993 (2.7792250648509613) | > loss_kl: 1.7135401964187622 (1.747817723164566) | > loss_feat: 8.828448295593262 (8.27627961534948) | > loss_mel: 13.91319465637207 (13.415731181570878) | > loss_duration: 1.7109605073928833 (1.6974945023243777) | > amp_scaler: 256.0 (179.2372634643379) | > loss_1: 29.067337036132812 (27.91654804735031) | > grad_norm_1: tensor(653.6448, device='cuda:0') (tensor(705.9941, device='cuda:0')) | > current_lr_0: 0.00019638288054001668 | > current_lr_1: 0.00019638288054001668 | > step_time: 0.8547 (0.8444252388966653) | > loader_time: 0.0097 (0.009873571354228852)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.312929153442383 (2.312929153442383) | > loss_disc_real_0: 0.1052485927939415 (0.1052485927939415) | > loss_disc_real_1: 0.203441321849823 (0.203441321849823) | > loss_disc_real_2: 0.21627984941005707 (0.21627984941005707) | > loss_disc_real_3: 0.2206238955259323 (0.2206238955259323) | > loss_disc_real_4: 0.21373945474624634 (0.21373945474624634) | > loss_disc_real_5: 0.19696414470672607 (0.19696414470672607) | > loss_0: 2.312929153442383 (2.312929153442383) | > loss_gen: 2.4257094860076904 (2.4257094860076904) | > loss_kl: 1.9780844449996948 (1.9780844449996948) | > loss_feat: 7.495563983917236 (7.495563983917236) | > loss_mel: 13.523380279541016 (13.523380279541016) | > loss_duration: 1.6796101331710815 (1.6796101331710815) | > loss_1: 27.102346420288086 (27.102346420288086)  --> STEP: 1 | > loss_disc: 2.356381416320801 (2.356381416320801) | > loss_disc_real_0: 0.0851951539516449 (0.0851951539516449) | > loss_disc_real_1: 0.1864580661058426 (0.1864580661058426) | > loss_disc_real_2: 0.24442581832408905 (0.24442581832408905) | > loss_disc_real_3: 0.23875901103019714 (0.23875901103019714) | > loss_disc_real_4: 0.19403648376464844 (0.19403648376464844) | > loss_disc_real_5: 0.22964894771575928 (0.22964894771575928) | > loss_0: 2.356381416320801 (2.356381416320801) | > loss_gen: 2.397453546524048 (2.397453546524048) | > loss_kl: 2.1346051692962646 (2.1346051692962646) | > loss_feat: 7.7988739013671875 (7.7988739013671875) | > loss_mel: 14.155742645263672 (14.155742645263672) | > loss_duration: 1.7786489725112915 (1.7786489725112915) | > loss_1: 28.265323638916016 (28.265323638916016)  --> STEP: 2 | > loss_disc: 2.3475005626678467 (2.3519409894943237) | > loss_disc_real_0: 0.10750226676464081 (0.09634871035814285) | > loss_disc_real_1: 0.20298777520656586 (0.19472292065620422) | > loss_disc_real_2: 0.23315584659576416 (0.2387908324599266) | > loss_disc_real_3: 0.21648798882961273 (0.22762349992990494) | > loss_disc_real_4: 0.1901019811630249 (0.19206923246383667) | > loss_disc_real_5: 0.21810178458690643 (0.22387536615133286) | > loss_0: 2.3475005626678467 (2.3519409894943237) | > loss_gen: 2.429198741912842 (2.413326144218445) | > loss_kl: 2.037842273712158 (2.0862237215042114) | > loss_feat: 7.709352016448975 (7.754112958908081) | > loss_mel: 13.073554992675781 (13.614648818969727) | > loss_duration: 1.8221008777618408 (1.8003749251365662) | > loss_1: 27.072050094604492 (27.668686866760254)  --> STEP: 3 | > loss_disc: 2.370344638824463 (2.3580755392710366) | > loss_disc_real_0: 0.10221367329359055 (0.09830369800329208) | > loss_disc_real_1: 0.20438596606254578 (0.1979439357916514) | > loss_disc_real_2: 0.21964460611343384 (0.23240875701109567) | > loss_disc_real_3: 0.22682373225688934 (0.2273569107055664) | > loss_disc_real_4: 0.2011037915945053 (0.19508075217405954) | > loss_disc_real_5: 0.2264362871646881 (0.22472900648911795) | > loss_0: 2.370344638824463 (2.3580755392710366) | > loss_gen: 2.4279491901397705 (2.4182004928588867) | > loss_kl: 1.8798809051513672 (2.01744278271993) | > loss_feat: 7.670943737030029 (7.7263898849487305) | > loss_mel: 14.05379581451416 (13.761031150817871) | > loss_duration: 1.8001474142074585 (1.800299088160197) | > loss_1: 27.832719802856445 (27.723364512125652)  --> STEP: 4 | > loss_disc: 2.4352145195007324 (2.3773602843284607) | > loss_disc_real_0: 0.09642311930656433 (0.09783355332911015) | > loss_disc_real_1: 0.20865565538406372 (0.20062186568975449) | > loss_disc_real_2: 0.23444731533527374 (0.2329183965921402) | > loss_disc_real_3: 0.23681730031967163 (0.2297220081090927) | > loss_disc_real_4: 0.22166045010089874 (0.20172567665576935) | > loss_disc_real_5: 0.21035756170749664 (0.22113614529371262) | > loss_0: 2.4352145195007324 (2.3773602843284607) | > loss_gen: 2.337115526199341 (2.3979292511940002) | > loss_kl: 1.799623966217041 (1.9629880785942078) | > loss_feat: 7.865145683288574 (7.761078834533691) | > loss_mel: 12.405261039733887 (13.422088623046875) | > loss_duration: 1.7419407367706299 (1.7857095003128052) | > loss_1: 26.14908790588379 (27.329795360565186) --> EVAL PERFORMANCE | > avg_loader_time: 0.2880328893661499 (+0.0016333460807800293) | > avg_loss_disc: 2.3773602843284607 (+0.10164517164230347) | > avg_loss_disc_real_0: 0.09783355332911015 (-0.06360985897481441) | > avg_loss_disc_real_1: 0.20062186568975449 (-0.01496240496635437) | > avg_loss_disc_real_2: 0.2329183965921402 (+0.054281361401081085) | > avg_loss_disc_real_3: 0.2297220081090927 (+0.012691278010606766) | > avg_loss_disc_real_4: 0.20172567665576935 (-0.053935300558805466) | > avg_loss_disc_real_5: 0.22113614529371262 (-0.03243616968393326) | > avg_loss_0: 2.3773602843284607 (+0.10164517164230347) | > avg_loss_gen: 2.3979292511940002 (-0.32043731212615967) | > avg_loss_kl: 1.9629880785942078 (+0.07143473625183105) | > avg_loss_feat: 7.761078834533691 (-0.09194660186767578) | > avg_loss_mel: 13.422088623046875 (-0.7048091888427734) | > avg_loss_duration: 1.7857095003128052 (+0.009819984436035156) | > avg_loss_1: 27.329795360565186 (-1.0359368324279785)  > EPOCH: 147/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 15:21:50)   --> TIME: 2025-05-09 15:22:02 -- STEP: 12/725 -- GLOBAL_STEP: 152450 | > loss_disc: 2.2312331199645996 (2.3001182675361633) | > loss_disc_real_0: 0.1515784114599228 (0.15961876946190992) | > loss_disc_real_1: 0.20854909718036652 (0.21153520916899046) | > loss_disc_real_2: 0.22082161903381348 (0.19675198445717493) | > loss_disc_real_3: 0.19580993056297302 (0.20484240849812826) | > loss_disc_real_4: 0.21666483581066132 (0.19951282814145088) | > loss_disc_real_5: 0.19219478964805603 (0.20031984522938728) | > loss_0: 2.2312331199645996 (2.3001182675361633) | > grad_norm_0: tensor(45.0170, device='cuda:0') (tensor(38.2443, device='cuda:0')) | > loss_gen: 2.612968921661377 (2.661977390448252) | > loss_kl: 1.9225746393203735 (1.804332395394643) | > loss_feat: 6.933958053588867 (7.610156138737996) | > loss_mel: 11.948833465576172 (12.821928262710571) | > loss_duration: 1.730097770690918 (1.69834765791893) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.148433685302734 (26.596742153167725) | > grad_norm_1: tensor(800.1665, device='cuda:0') (tensor(641.9972, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8429 (0.8212223450342814) | > loader_time: 0.0104 (0.010459820429484049)  --> TIME: 2025-05-09 15:22:45 -- STEP: 62/725 -- GLOBAL_STEP: 152500 | > loss_disc: 2.254070997238159 (2.2182724745042863) | > loss_disc_real_0: 0.12983620166778564 (0.13846524155909018) | > loss_disc_real_1: 0.19050826132297516 (0.1997467478917491) | > loss_disc_real_2: 0.21693256497383118 (0.18981751318900816) | > loss_disc_real_3: 0.19634979963302612 (0.2037847611692644) | > loss_disc_real_4: 0.18221668899059296 (0.19698295934546378) | > loss_disc_real_5: 0.17886225879192352 (0.20091323939061934) | > loss_0: 2.254070997238159 (2.2182724745042863) | > grad_norm_0: tensor(9.7327, device='cuda:0') (tensor(36.6049, device='cuda:0')) | > loss_gen: 2.602970838546753 (2.7586395586690595) | > loss_kl: 1.6892247200012207 (1.7618917188336771) | > loss_feat: 7.744546890258789 (8.149716108076037) | > loss_mel: 12.523764610290527 (13.241048028392177) | > loss_duration: 1.7498880624771118 (1.6941249255211122) | > amp_scaler: 128.0 (233.29032258064515) | > loss_1: 26.310392379760742 (27.605420358719364) | > grad_norm_1: tensor(528.6939, device='cuda:0') (tensor(692.3118, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8402 (0.844829947717728) | > loader_time: 0.0097 (0.010873486918787803)  --> TIME: 2025-05-09 15:23:28 -- STEP: 112/725 -- GLOBAL_STEP: 152550 | > loss_disc: 2.2229485511779785 (2.2122477580394047) | > loss_disc_real_0: 0.13975836336612701 (0.13762582233175644) | > loss_disc_real_1: 0.21744991838932037 (0.1965874679652708) | > loss_disc_real_2: 0.19558081030845642 (0.18882126547396177) | > loss_disc_real_3: 0.20136083662509918 (0.20530522295406886) | > loss_disc_real_4: 0.196104496717453 (0.1977064068030034) | > loss_disc_real_5: 0.21776583790779114 (0.20219642416174918) | > loss_0: 2.2229485511779785 (2.2122477580394047) | > grad_norm_0: tensor(36.0914, device='cuda:0') (tensor(36.6712, device='cuda:0')) | > loss_gen: 2.790381669998169 (2.783845222422055) | > loss_kl: 1.863918662071228 (1.7545737219708306) | > loss_feat: 8.006610870361328 (8.237776045288358) | > loss_mel: 12.953075408935547 (13.347682126930781) | > loss_duration: 1.7088543176651 (1.6973161750606127) | > amp_scaler: 128.0 (186.28571428571428) | > loss_1: 27.32284164428711 (27.8211932012013) | > grad_norm_1: tensor(911.0563, device='cuda:0') (tensor(711.0623, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8246 (0.8464098040546688) | > loader_time: 0.0098 (0.010711567742483953)  --> TIME: 2025-05-09 15:24:11 -- STEP: 162/725 -- GLOBAL_STEP: 152600 | > loss_disc: 2.2333240509033203 (2.2130150382901395) | > loss_disc_real_0: 0.12656036019325256 (0.13672714510265702) | > loss_disc_real_1: 0.2109910100698471 (0.19614684581756592) | > loss_disc_real_2: 0.18774385750293732 (0.18834964866623463) | > loss_disc_real_3: 0.2238159328699112 (0.20555379655626085) | > loss_disc_real_4: 0.2045355886220932 (0.19858642152430103) | > loss_disc_real_5: 0.2089737504720688 (0.20229782964344378) | > loss_0: 2.2333240509033203 (2.2130150382901395) | > grad_norm_0: tensor(22.8127, device='cuda:0') (tensor(36.4470, device='cuda:0')) | > loss_gen: 2.691591739654541 (2.7774401770697694) | > loss_kl: 1.8139941692352295 (1.7494314820678145) | > loss_feat: 7.974886417388916 (8.230123664125983) | > loss_mel: 12.857583045959473 (13.332172994260437) | > loss_duration: 1.65518057346344 (1.696835611337497) | > amp_scaler: 128.0 (168.2962962962963) | > loss_1: 26.993234634399414 (27.78600388986093) | > grad_norm_1: tensor(866.3915, device='cuda:0') (tensor(756.7581, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8225 (0.8456416998380496) | > loader_time: 0.0098 (0.010567937368228114)  --> TIME: 2025-05-09 15:24:54 -- STEP: 212/725 -- GLOBAL_STEP: 152650 | > loss_disc: 2.356734275817871 (2.2151884880830637) | > loss_disc_real_0: 0.12190587818622589 (0.1390312798321247) | > loss_disc_real_1: 0.21578435599803925 (0.1952698901998547) | > loss_disc_real_2: 0.19810257852077484 (0.18877866273781035) | > loss_disc_real_3: 0.22970958054065704 (0.2050935299891346) | > loss_disc_real_4: 0.21673686802387238 (0.19892320374272907) | > loss_disc_real_5: 0.2411777526140213 (0.2024879626367452) | > loss_0: 2.356734275817871 (2.2151884880830637) | > grad_norm_0: tensor(22.8536, device='cuda:0') (tensor(36.8996, device='cuda:0')) | > loss_gen: 2.6095468997955322 (2.7786698734985196) | > loss_kl: 1.6591591835021973 (1.7476321149547145) | > loss_feat: 7.536606788635254 (8.218885635429965) | > loss_mel: 12.34138011932373 (13.313157306527193) | > loss_duration: 1.694836139678955 (1.696843778749682) | > amp_scaler: 128.0 (158.7924528301886) | > loss_1: 25.841529846191406 (27.755188654053885) | > grad_norm_1: tensor(580.0418, device='cuda:0') (tensor(747.5566, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8405 (0.846123513185753) | > loader_time: 0.0131 (0.010462607977525244)  --> TIME: 2025-05-09 15:25:37 -- STEP: 262/725 -- GLOBAL_STEP: 152700 | > loss_disc: 2.246868133544922 (2.21477203105242) | > loss_disc_real_0: 0.1691424399614334 (0.13857458355545083) | > loss_disc_real_1: 0.19254720211029053 (0.1952291433592789) | > loss_disc_real_2: 0.18470913171768188 (0.1891407113493854) | > loss_disc_real_3: 0.1954752504825592 (0.2050543280161974) | > loss_disc_real_4: 0.18636012077331543 (0.19905881560940783) | > loss_disc_real_5: 0.1766853779554367 (0.2024699439870492) | > loss_0: 2.246868133544922 (2.21477203105242) | > grad_norm_0: tensor(40.4594, device='cuda:0') (tensor(36.6034, device='cuda:0')) | > loss_gen: 2.603133201599121 (2.7746088868789083) | > loss_kl: 1.7267314195632935 (1.7449031845303893) | > loss_feat: 7.451785564422607 (8.207706953733028) | > loss_mel: 12.731800079345703 (13.316513862318667) | > loss_duration: 1.6872360706329346 (1.6982144931800494) | > amp_scaler: 128.0 (152.91603053435108) | > loss_1: 26.200687408447266 (27.74194739975092) | > grad_norm_1: tensor(811.2555, device='cuda:0') (tensor(748.6979, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8831 (0.845309580555399) | > loader_time: 0.0105 (0.01040398346558782)  --> TIME: 2025-05-09 15:26:20 -- STEP: 312/725 -- GLOBAL_STEP: 152750 | > loss_disc: 2.1942179203033447 (2.2190345976597214) | > loss_disc_real_0: 0.13107827305793762 (0.14058094576765331) | > loss_disc_real_1: 0.17740166187286377 (0.19520476259864292) | > loss_disc_real_2: 0.19638223946094513 (0.18954616999970023) | > loss_disc_real_3: 0.215378999710083 (0.2050383296819069) | > loss_disc_real_4: 0.2071996033191681 (0.1991783470297472) | > loss_disc_real_5: 0.2183220535516739 (0.20287257241897086) | > loss_0: 2.1942179203033447 (2.2190345976597214) | > grad_norm_0: tensor(25.5829, device='cuda:0') (tensor(36.8230, device='cuda:0')) | > loss_gen: 2.65873646736145 (2.771790554890265) | > loss_kl: 1.7124587297439575 (1.7509587793013988) | > loss_feat: 8.219654083251953 (8.203904495789464) | > loss_mel: 13.597575187683105 (13.307293552618761) | > loss_duration: 1.696547269821167 (1.697389610302754) | > amp_scaler: 128.0 (148.923076923077) | > loss_1: 27.884971618652344 (27.731336997105526) | > grad_norm_1: tensor(699.1760, device='cuda:0') (tensor(740.1150, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.842 (0.846545295837598) | > loader_time: 0.0101 (0.010360558827718103)  --> TIME: 2025-05-09 15:27:04 -- STEP: 362/725 -- GLOBAL_STEP: 152800 | > loss_disc: 2.164429187774658 (2.218583129387531) | > loss_disc_real_0: 0.14105752110481262 (0.14069147846399097) | > loss_disc_real_1: 0.2098100185394287 (0.19502426070567652) | > loss_disc_real_2: 0.20835034549236298 (0.1891887953185903) | > loss_disc_real_3: 0.23103193938732147 (0.2049420729938133) | > loss_disc_real_4: 0.18446503579616547 (0.19871974971083653) | > loss_disc_real_5: 0.19416804611682892 (0.2030920339799717) | > loss_0: 2.164429187774658 (2.218583129387531) | > grad_norm_0: tensor(46.4673, device='cuda:0') (tensor(35.9436, device='cuda:0')) | > loss_gen: 3.092197895050049 (2.7660708368153855) | > loss_kl: 1.8282197713851929 (1.752901641374135) | > loss_feat: 9.23676872253418 (8.183390147119608) | > loss_mel: 14.568878173828125 (13.26618925906018) | > loss_duration: 1.6505950689315796 (1.6961966525783856) | > amp_scaler: 128.0 (146.03314917127085) | > loss_1: 30.376657485961914 (27.664748529044303) | > grad_norm_1: tensor(930.9470, device='cuda:0') (tensor(731.1220, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8428 (0.8471275943418892) | > loader_time: 0.0105 (0.010313944921967735)  --> TIME: 2025-05-09 15:27:47 -- STEP: 412/725 -- GLOBAL_STEP: 152850 | > loss_disc: 2.2192084789276123 (2.2176975011825544) | > loss_disc_real_0: 0.1297508031129837 (0.13999900937948415) | > loss_disc_real_1: 0.2133922278881073 (0.19489685767917958) | > loss_disc_real_2: 0.20723745226860046 (0.18895925078721876) | > loss_disc_real_3: 0.2388772815465927 (0.20528410002589226) | > loss_disc_real_4: 0.24540594220161438 (0.19879793505934842) | > loss_disc_real_5: 0.1882997304201126 (0.2031907446827124) | > loss_0: 2.2192084789276123 (2.2176975011825544) | > grad_norm_0: tensor(18.6844, device='cuda:0') (tensor(35.3920, device='cuda:0')) | > loss_gen: 2.8185038566589355 (2.7669586180483248) | > loss_kl: 1.543286681175232 (1.7497952499435943) | > loss_feat: 8.904969215393066 (8.201561610675565) | > loss_mel: 12.81894588470459 (13.268947068927357) | > loss_duration: 1.7039422988891602 (1.6969717651316263) | > amp_scaler: 128.0 (143.844660194175) | > loss_1: 27.78964614868164 (27.684234276558588) | > grad_norm_1: tensor(689.7839, device='cuda:0') (tensor(731.6672, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8419 (0.8473514474711372) | > loader_time: 0.0103 (0.010295461682440015)  --> TIME: 2025-05-09 15:28:30 -- STEP: 462/725 -- GLOBAL_STEP: 152900 | > loss_disc: 2.1758151054382324 (2.21927105657982) | > loss_disc_real_0: 0.1708984524011612 (0.14039224481363327) | > loss_disc_real_1: 0.1826189011335373 (0.19503026120203398) | > loss_disc_real_2: 0.17960305511951447 (0.18909193601185106) | > loss_disc_real_3: 0.1998104602098465 (0.20543424630319918) | > loss_disc_real_4: 0.18317514657974243 (0.19861455219777638) | > loss_disc_real_5: 0.22136442363262177 (0.20333181815100948) | > loss_0: 2.1758151054382324 (2.21927105657982) | > grad_norm_0: tensor(21.6384, device='cuda:0') (tensor(35.3368, device='cuda:0')) | > loss_gen: 2.8921103477478027 (2.76503477468119) | > loss_kl: 1.6355626583099365 (1.7465885542171857) | > loss_feat: 8.158262252807617 (8.190012655216908) | > loss_mel: 13.620965957641602 (13.262961319514684) | > loss_duration: 1.7446187734603882 (1.6972124612692632) | > amp_scaler: 128.0 (142.12987012987026) | > loss_1: 28.05152130126953 (27.661809723098557) | > grad_norm_1: tensor(844.4339, device='cuda:0') (tensor(723.8283, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.787 (0.8466252589122557) | > loader_time: 0.0097 (0.01027978859938585)  --> TIME: 2025-05-09 15:29:12 -- STEP: 512/725 -- GLOBAL_STEP: 152950 | > loss_disc: 2.1355950832366943 (2.219563253223895) | > loss_disc_real_0: 0.09211180359125137 (0.14031735736352866) | > loss_disc_real_1: 0.20184417068958282 (0.1953098184603732) | > loss_disc_real_2: 0.20746122300624847 (0.1892618068377487) | > loss_disc_real_3: 0.21557945013046265 (0.20548772477195598) | > loss_disc_real_4: 0.1912689357995987 (0.19875744264572864) | > loss_disc_real_5: 0.19473575055599213 (0.20310685641015874) | > loss_0: 2.1355950832366943 (2.219563253223895) | > grad_norm_0: tensor(17.7670, device='cuda:0') (tensor(35.1892, device='cuda:0')) | > loss_gen: 2.802633047103882 (2.7675338969565924) | > loss_kl: 1.7854113578796387 (1.7453599239233881) | > loss_feat: 8.97757339477539 (8.203187637962415) | > loss_mel: 14.168540000915527 (13.287312364205718) | > loss_duration: 1.653017282485962 (1.6981045645661652) | > amp_scaler: 128.0 (140.7500000000001) | > loss_1: 29.387176513671875 (27.701498363167048) | > grad_norm_1: tensor(608.7316, device='cuda:0') (tensor(720.6832, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8519 (0.8459547427482903) | > loader_time: 0.0095 (0.010251361411064868)  --> TIME: 2025-05-09 15:29:55 -- STEP: 562/725 -- GLOBAL_STEP: 153000 | > loss_disc: 2.265235662460327 (2.2205533126495047) | > loss_disc_real_0: 0.11543815582990646 (0.14137001000212188) | > loss_disc_real_1: 0.18810264766216278 (0.19520874499108018) | > loss_disc_real_2: 0.19355463981628418 (0.18938986108608513) | > loss_disc_real_3: 0.20215030014514923 (0.2054362329140677) | > loss_disc_real_4: 0.17303411662578583 (0.19856933204728947) | > loss_disc_real_5: 0.19906523823738098 (0.20281036784110118) | > loss_0: 2.265235662460327 (2.2205533126495047) | > grad_norm_0: tensor(20.8204, device='cuda:0') (tensor(35.5697, device='cuda:0')) | > loss_gen: 2.5122475624084473 (2.7678956319428845) | > loss_kl: 1.5660210847854614 (1.7444053610448738) | > loss_feat: 7.37961483001709 (8.21018162147007) | > loss_mel: 11.76357364654541 (13.299000353151365) | > loss_duration: 1.6722438335418701 (1.698066731152585) | > amp_scaler: 128.0 (139.6156583629894) | > loss_1: 24.893699645996094 (27.719549691549823) | > grad_norm_1: tensor(109.1271, device='cuda:0') (tensor(713.0760, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8908 (0.845898968044973) | > loader_time: 0.0107 (0.010227087553709852) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_153000.pth  --> TIME: 2025-05-09 15:30:41 -- STEP: 612/725 -- GLOBAL_STEP: 153050 | > loss_disc: 2.2096896171569824 (2.2190581234841544) | > loss_disc_real_0: 0.10529322922229767 (0.14078577387517974) | > loss_disc_real_1: 0.17038363218307495 (0.19503972803552946) | > loss_disc_real_2: 0.1838025003671646 (0.18921834705214863) | > loss_disc_real_3: 0.18663738667964935 (0.20529172479424598) | > loss_disc_real_4: 0.23174813389778137 (0.19858792986647764) | > loss_disc_real_5: 0.18110375106334686 (0.20311599348982173) | > loss_0: 2.2096896171569824 (2.2190581234841544) | > grad_norm_0: tensor(20.8475, device='cuda:0') (tensor(34.7261, device='cuda:0')) | > loss_gen: 2.8251068592071533 (2.7676334981045674) | > loss_kl: 1.619706630706787 (1.7441002732398472) | > loss_feat: 9.437743186950684 (8.225561539332086) | > loss_mel: 15.436944007873535 (13.323520869211434) | > loss_duration: 1.647881031036377 (1.6977340432943082) | > amp_scaler: 128.0 (138.66666666666669) | > loss_1: 30.96738052368164 (27.758550207599317) | > grad_norm_1: tensor(544.9862, device='cuda:0') (tensor(711.4066, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.8166 (0.8463063910116554) | > loader_time: 0.0091 (0.010211114789925367)  --> TIME: 2025-05-09 15:31:24 -- STEP: 662/725 -- GLOBAL_STEP: 153100 | > loss_disc: 2.2946813106536865 (2.217454579121393) | > loss_disc_real_0: 0.15559272468090057 (0.14067516400509741) | > loss_disc_real_1: 0.20417697727680206 (0.19490209338888306) | > loss_disc_real_2: 0.2023008018732071 (0.18903125439885868) | > loss_disc_real_3: 0.226538747549057 (0.20503214852507382) | > loss_disc_real_4: 0.2301345318555832 (0.19847860734268266) | > loss_disc_real_5: 0.23241455852985382 (0.20303411941603947) | > loss_0: 2.2946813106536865 (2.217454579121393) | > grad_norm_0: tensor(54.0210, device='cuda:0') (tensor(34.6729, device='cuda:0')) | > loss_gen: 2.7323460578918457 (2.7684288557922714) | > loss_kl: 1.612908124923706 (1.745121746084842) | > loss_feat: 7.953790664672852 (8.229412748014118) | > loss_mel: 14.116034507751465 (13.320296257284113) | > loss_duration: 1.7092617750167847 (1.698210200154169) | > amp_scaler: 128.0 (137.8610271903323) | > loss_1: 28.124340057373047 (27.761469789141973) | > grad_norm_1: tensor(338.8906, device='cuda:0') (tensor(709.7595, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.868 (0.8460007354932245) | > loader_time: 0.0099 (0.010196287466320023)  --> TIME: 2025-05-09 15:32:07 -- STEP: 712/725 -- GLOBAL_STEP: 153150 | > loss_disc: 2.0238089561462402 (2.2193257740039476) | > loss_disc_real_0: 0.14027489721775055 (0.14131040040278034) | > loss_disc_real_1: 0.1936567723751068 (0.1948812314508002) | > loss_disc_real_2: 0.18687359988689423 (0.18927703249487976) | > loss_disc_real_3: 0.20248793065547943 (0.20503815839046172) | > loss_disc_real_4: 0.17581608891487122 (0.19858277605825603) | > loss_disc_real_5: 0.21722091734409332 (0.2030758794941259) | > loss_0: 2.0238089561462402 (2.2193257740039476) | > grad_norm_0: tensor(34.2446, device='cuda:0') (tensor(34.3593, device='cuda:0')) | > loss_gen: 3.2861924171447754 (2.7649018864953114) | > loss_kl: 1.7617193460464478 (1.7434152260925) | > loss_feat: 9.225747108459473 (8.210688712221872) | > loss_mel: 15.396649360656738 (13.30419897363427) | > loss_duration: 1.7020734548568726 (1.6976807721880045) | > amp_scaler: 128.0 (137.16853932584272) | > loss_1: 31.37238311767578 (27.72088555539592) | > grad_norm_1: tensor(1054.4939, device='cuda:0') (tensor(703.8862, device='cuda:0')) | > current_lr_0: 0.00019635833267994917 | > current_lr_1: 0.00019635833267994917 | > step_time: 0.831 (0.8465508949220847) | > loader_time: 0.0095 (0.010173881991525708)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2324256896972656 (2.2324256896972656) | > loss_disc_real_0: 0.1633068472146988 (0.1633068472146988) | > loss_disc_real_1: 0.219033882021904 (0.219033882021904) | > loss_disc_real_2: 0.21667315065860748 (0.21667315065860748) | > loss_disc_real_3: 0.24112404882907867 (0.24112404882907867) | > loss_disc_real_4: 0.24977131187915802 (0.24977131187915802) | > loss_disc_real_5: 0.23942917585372925 (0.23942917585372925) | > loss_0: 2.2324256896972656 (2.2324256896972656) | > loss_gen: 2.9615895748138428 (2.9615895748138428) | > loss_kl: 2.029633045196533 (2.029633045196533) | > loss_feat: 8.58205795288086 (8.58205795288086) | > loss_mel: 14.000223159790039 (14.000223159790039) | > loss_duration: 1.6819350719451904 (1.6819350719451904) | > loss_1: 29.25543785095215 (29.25543785095215)  --> STEP: 1 | > loss_disc: 2.2492220401763916 (2.2492220401763916) | > loss_disc_real_0: 0.14909964799880981 (0.14909964799880981) | > loss_disc_real_1: 0.2258668839931488 (0.2258668839931488) | > loss_disc_real_2: 0.23706771433353424 (0.23706771433353424) | > loss_disc_real_3: 0.24222098290920258 (0.24222098290920258) | > loss_disc_real_4: 0.25124406814575195 (0.25124406814575195) | > loss_disc_real_5: 0.2409355193376541 (0.2409355193376541) | > loss_0: 2.2492220401763916 (2.2492220401763916) | > loss_gen: 2.9496817588806152 (2.9496817588806152) | > loss_kl: 2.085875988006592 (2.085875988006592) | > loss_feat: 8.303881645202637 (8.303881645202637) | > loss_mel: 13.844500541687012 (13.844500541687012) | > loss_duration: 1.7580623626708984 (1.7580623626708984) | > loss_1: 28.942001342773438 (28.942001342773438)  --> STEP: 2 | > loss_disc: 2.206998586654663 (2.2281103134155273) | > loss_disc_real_0: 0.16540728509426117 (0.1572534665465355) | > loss_disc_real_1: 0.22917157411575317 (0.227519229054451) | > loss_disc_real_2: 0.2146078497171402 (0.22583778202533722) | > loss_disc_real_3: 0.24118871986865997 (0.24170485138893127) | > loss_disc_real_4: 0.22974084317684174 (0.24049245566129684) | > loss_disc_real_5: 0.24644701182842255 (0.24369126558303833) | > loss_0: 2.206998586654663 (2.2281103134155273) | > loss_gen: 3.0399115085601807 (2.994796633720398) | > loss_kl: 2.0558886528015137 (2.0708823204040527) | > loss_feat: 8.102067947387695 (8.202974796295166) | > loss_mel: 13.923893928527832 (13.884197235107422) | > loss_duration: 1.8305065631866455 (1.794284462928772) | > loss_1: 28.9522705078125 (28.94713592529297)  --> STEP: 3 | > loss_disc: 2.3148751258850098 (2.2570319175720215) | > loss_disc_real_0: 0.17370596528053284 (0.16273763279120126) | > loss_disc_real_1: 0.23338015377521515 (0.22947287062803903) | > loss_disc_real_2: 0.21617236733436584 (0.22261597712834677) | > loss_disc_real_3: 0.2646024823188782 (0.24933739503224692) | > loss_disc_real_4: 0.2451551854610443 (0.24204669892787933) | > loss_disc_real_5: 0.2358393371105194 (0.2410739560921987) | > loss_0: 2.3148751258850098 (2.2570319175720215) | > loss_gen: 2.8129913806915283 (2.934194882710775) | > loss_kl: 1.9680595397949219 (2.0366080602010093) | > loss_feat: 7.744836330413818 (8.050261974334717) | > loss_mel: 12.590688705444336 (13.453027725219727) | > loss_duration: 1.7871203422546387 (1.7918964227040608) | > loss_1: 26.903697967529297 (28.265989939371746)  --> STEP: 4 | > loss_disc: 2.028474807739258 (2.1998926401138306) | > loss_disc_real_0: 0.12302238494157791 (0.15280882082879543) | > loss_disc_real_1: 0.22707465291023254 (0.22887331619858742) | > loss_disc_real_2: 0.1776711642742157 (0.211379773914814) | > loss_disc_real_3: 0.2359333634376526 (0.24598638713359833) | > loss_disc_real_4: 0.25614210963249207 (0.24557055160403252) | > loss_disc_real_5: 0.22721120715141296 (0.23760826885700226) | > loss_0: 2.028474807739258 (2.1998926401138306) | > loss_gen: 3.252948760986328 (3.013883352279663) | > loss_kl: 1.9129633903503418 (2.0056968927383423) | > loss_feat: 10.534811973571777 (8.671399474143982) | > loss_mel: 16.99138069152832 (14.337615966796875) | > loss_duration: 1.7287514209747314 (1.7761101722717285) | > loss_1: 34.42085647583008 (29.804706573486328) --> EVAL PERFORMANCE | > avg_loader_time: 0.28821057081222534 (+0.00017768144607543945) | > avg_loss_disc: 2.1998926401138306 (-0.17746764421463013) | > avg_loss_disc_real_0: 0.15280882082879543 (+0.05497526749968529) | > avg_loss_disc_real_1: 0.22887331619858742 (+0.02825145050883293) | > avg_loss_disc_real_2: 0.211379773914814 (-0.021538622677326202) | > avg_loss_disc_real_3: 0.24598638713359833 (+0.016264379024505615) | > avg_loss_disc_real_4: 0.24557055160403252 (+0.04384487494826317) | > avg_loss_disc_real_5: 0.23760826885700226 (+0.016472123563289642) | > avg_loss_0: 2.1998926401138306 (-0.17746764421463013) | > avg_loss_gen: 3.013883352279663 (+0.6159541010856628) | > avg_loss_kl: 2.0056968927383423 (+0.04270881414413452) | > avg_loss_feat: 8.671399474143982 (+0.9103206396102905) | > avg_loss_mel: 14.337615966796875 (+0.91552734375) | > avg_loss_duration: 1.7761101722717285 (-0.00959932804107666) | > avg_loss_1: 29.804706573486328 (+2.4749112129211426)  > EPOCH: 148/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 15:32:25)   --> TIME: 2025-05-09 15:32:59 -- STEP: 37/725 -- GLOBAL_STEP: 153200 | > loss_disc: 2.187657117843628 (2.1913241985681893) | > loss_disc_real_0: 0.16401776671409607 (0.13993786738531008) | > loss_disc_real_1: 0.1778770238161087 (0.1923878523143562) | > loss_disc_real_2: 0.16708531975746155 (0.18669655596887744) | > loss_disc_real_3: 0.16267864406108856 (0.20265837295635328) | > loss_disc_real_4: 0.1764342039823532 (0.19696877453778236) | > loss_disc_real_5: 0.23011361062526703 (0.19814194295857404) | > loss_0: 2.187657117843628 (2.1913241985681893) | > grad_norm_0: tensor(36.5268, device='cuda:0') (tensor(38.7505, device='cuda:0')) | > loss_gen: 2.7127764225006104 (2.815698784750861) | > loss_kl: 1.713225245475769 (1.7549316786430977) | > loss_feat: 7.618586540222168 (8.447741663133776) | > loss_mel: 11.957215309143066 (13.589483596183157) | > loss_duration: 1.6849560737609863 (1.6936165384344153) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.68675994873047 (28.301471864854967) | > grad_norm_1: tensor(240.0444, device='cuda:0') (tensor(686.6940, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8446 (0.8504730752996496) | > loader_time: 0.0103 (0.010073642472963076)  --> TIME: 2025-05-09 15:33:42 -- STEP: 87/725 -- GLOBAL_STEP: 153250 | > loss_disc: 2.262845754623413 (2.1965557528638286) | > loss_disc_real_0: 0.16536502540111542 (0.13707373145667984) | > loss_disc_real_1: 0.19941669702529907 (0.1928727762109932) | > loss_disc_real_2: 0.19587156176567078 (0.18750322310403847) | > loss_disc_real_3: 0.20166130363941193 (0.20365080528560725) | > loss_disc_real_4: 0.20731908082962036 (0.19742045131908062) | > loss_disc_real_5: 0.25205710530281067 (0.20259423279899286) | > loss_0: 2.262845754623413 (2.1965557528638286) | > grad_norm_0: tensor(38.0615, device='cuda:0') (tensor(34.4010, device='cuda:0')) | > loss_gen: 2.7891812324523926 (2.796694281457484) | > loss_kl: 1.7612072229385376 (1.7588034155725063) | > loss_feat: 7.668233394622803 (8.409608720362872) | > loss_mel: 13.034317016601562 (13.60689315576663) | > loss_duration: 1.6758556365966797 (1.6931371154456303) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.92879295349121 (28.265136565285168) | > grad_norm_1: tensor(963.9940, device='cuda:0') (tensor(667.5280, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.812 (0.8526170938864521) | > loader_time: 0.0093 (0.010055777670323163)  --> TIME: 2025-05-09 15:34:25 -- STEP: 137/725 -- GLOBAL_STEP: 153300 | > loss_disc: 2.137052536010742 (2.201425281754375) | > loss_disc_real_0: 0.13425040245056152 (0.13733912188641345) | > loss_disc_real_1: 0.20542828738689423 (0.19352102605965885) | > loss_disc_real_2: 0.1677747666835785 (0.18745886311478857) | > loss_disc_real_3: 0.2404615879058838 (0.20402388938152008) | > loss_disc_real_4: 0.20470133423805237 (0.1983143341367262) | > loss_disc_real_5: 0.18942870199680328 (0.20224127989180762) | > loss_0: 2.137052536010742 (2.201425281754375) | > grad_norm_0: tensor(27.3797, device='cuda:0') (tensor(35.7114, device='cuda:0')) | > loss_gen: 2.9198315143585205 (2.7897184626029357) | > loss_kl: 1.6697866916656494 (1.7412805705174912) | > loss_feat: 9.154669761657715 (8.364609861025846) | > loss_mel: 13.54745101928711 (13.499722863635878) | > loss_duration: 1.6766105890274048 (1.6942789554595947) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.96834945678711 (28.089610635799215) | > grad_norm_1: tensor(634.5533, device='cuda:0') (tensor(712.1209, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.812 (0.8519830721138167) | > loader_time: 0.0087 (0.010056208520040025)  --> TIME: 2025-05-09 15:35:09 -- STEP: 187/725 -- GLOBAL_STEP: 153350 | > loss_disc: 2.176068067550659 (2.199717838496446) | > loss_disc_real_0: 0.11096488684415817 (0.1365494265116472) | > loss_disc_real_1: 0.16780826449394226 (0.1936560512226533) | > loss_disc_real_2: 0.17312021553516388 (0.18792045992963455) | > loss_disc_real_3: 0.21543651819229126 (0.20421797586953577) | > loss_disc_real_4: 0.19575993716716766 (0.1979992049422494) | > loss_disc_real_5: 0.22055037319660187 (0.20165538540817196) | > loss_0: 2.176068067550659 (2.199717838496446) | > grad_norm_0: tensor(31.4406, device='cuda:0') (tensor(35.4283, device='cuda:0')) | > loss_gen: 2.777329444885254 (2.7907032150635747) | > loss_kl: 1.7084771394729614 (1.7269183429167232) | > loss_feat: 8.204148292541504 (8.354981218429817) | > loss_mel: 13.320757865905762 (13.478941132040585) | > loss_duration: 1.7178764343261719 (1.695570373917646) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.728588104248047 (28.047114173358775) | > grad_norm_1: tensor(886.0764, device='cuda:0') (tensor(720.6697, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8618 (0.8515763703514546) | > loader_time: 0.0125 (0.010084084648499513)  --> TIME: 2025-05-09 15:35:52 -- STEP: 237/725 -- GLOBAL_STEP: 153400 | > loss_disc: 2.183198928833008 (2.196647017816952) | > loss_disc_real_0: 0.11012740433216095 (0.13702127683263277) | > loss_disc_real_1: 0.20620422065258026 (0.19332720018640348) | > loss_disc_real_2: 0.17877045273780823 (0.18732561604886117) | > loss_disc_real_3: 0.22648034989833832 (0.20383628171707507) | > loss_disc_real_4: 0.20131106674671173 (0.1981397961513906) | > loss_disc_real_5: 0.1952313929796219 (0.20151714898865933) | > loss_0: 2.183198928833008 (2.196647017816952) | > grad_norm_0: tensor(21.7939, device='cuda:0') (tensor(36.0447, device='cuda:0')) | > loss_gen: 2.720952272415161 (2.7965513060364544) | > loss_kl: 1.987181305885315 (1.7289439429713704) | > loss_feat: 8.096893310546875 (8.38146618146937) | > loss_mel: 13.393401145935059 (13.500115221562767) | > loss_duration: 1.691962480545044 (1.6948152046163374) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.890392303466797 (28.101891787243293) | > grad_norm_1: tensor(313.1467, device='cuda:0') (tensor(719.5150, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8355 (0.8518445119576111) | > loader_time: 0.0091 (0.010069449742635095)  --> TIME: 2025-05-09 15:36:35 -- STEP: 287/725 -- GLOBAL_STEP: 153450 | > loss_disc: 2.2844486236572266 (2.1973815508420445) | > loss_disc_real_0: 0.14695578813552856 (0.1375742277669158) | > loss_disc_real_1: 0.19221746921539307 (0.1934753053591227) | > loss_disc_real_2: 0.18912334740161896 (0.1875267715196576) | > loss_disc_real_3: 0.2076696753501892 (0.2039718815881616) | > loss_disc_real_4: 0.19704322516918182 (0.19796657302653745) | > loss_disc_real_5: 0.17535115778446198 (0.20119565226890485) | > loss_0: 2.2844486236572266 (2.1973815508420445) | > grad_norm_0: tensor(54.8270, device='cuda:0') (tensor(35.8764, device='cuda:0')) | > loss_gen: 2.659771203994751 (2.797568351964917) | > loss_kl: 1.9825334548950195 (1.7275136646908749) | > loss_feat: 7.821315288543701 (8.380068767361529) | > loss_mel: 13.174138069152832 (13.499323971180136) | > loss_duration: 1.702100157737732 (1.6955871698332998) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.33985710144043 (28.100061888478773) | > grad_norm_1: tensor(1022.4889, device='cuda:0') (tensor(720.9514, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.818 (0.8500041729066428) | > loader_time: 0.0106 (0.01004993126367443)  --> TIME: 2025-05-09 15:37:18 -- STEP: 337/725 -- GLOBAL_STEP: 153500 | > loss_disc: 2.203052520751953 (2.198531411521865) | > loss_disc_real_0: 0.10743360221385956 (0.13738694804712276) | > loss_disc_real_1: 0.19345344603061676 (0.1934852895467854) | > loss_disc_real_2: 0.20325900614261627 (0.18775687908383423) | > loss_disc_real_3: 0.20978327095508575 (0.20403781068961768) | > loss_disc_real_4: 0.22281157970428467 (0.19813718551697995) | > loss_disc_real_5: 0.2165403962135315 (0.20142276775235593) | > loss_0: 2.203052520751953 (2.198531411521865) | > grad_norm_0: tensor(21.7906, device='cuda:0') (tensor(35.3096, device='cuda:0')) | > loss_gen: 2.909470558166504 (2.79437621198705) | > loss_kl: 1.6285873651504517 (1.7225310855520228) | > loss_feat: 8.651813507080078 (8.365193160422118) | > loss_mel: 13.898358345031738 (13.478964508464145) | > loss_duration: 1.6655714511871338 (1.6940699065828184) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.753801345825195 (28.055134860981113) | > grad_norm_1: tensor(533.1353, device='cuda:0') (tensor(719.6451, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8807 (0.8506821616820833) | > loader_time: 0.0101 (0.010005752835146398)  --> TIME: 2025-05-09 15:38:01 -- STEP: 387/725 -- GLOBAL_STEP: 153550 | > loss_disc: 2.2549619674682617 (2.2024418060169637) | > loss_disc_real_0: 0.13190250098705292 (0.1379887996871956) | > loss_disc_real_1: 0.20013000071048737 (0.19374234354465195) | > loss_disc_real_2: 0.1817704290151596 (0.18824187537188364) | > loss_disc_real_3: 0.23102150857448578 (0.20444449805474096) | > loss_disc_real_4: 0.20763562619686127 (0.19847048888372817) | > loss_disc_real_5: 0.22019805014133453 (0.2016319126968852) | > loss_0: 2.2549619674682617 (2.2024418060169637) | > grad_norm_0: tensor(16.1606, device='cuda:0') (tensor(35.3924, device='cuda:0')) | > loss_gen: 2.629146099090576 (2.789910254860416) | > loss_kl: 1.6560578346252441 (1.72678914057808) | > loss_feat: 7.014740943908691 (8.328013163820403) | > loss_mel: 11.747553825378418 (13.438310736525583) | > loss_duration: 1.7750990390777588 (1.6941948485312848) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.822599411010742 (27.97721815971749) | > grad_norm_1: tensor(797.7605, device='cuda:0') (tensor(718.2114, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8466 (0.8505918246523043) | > loader_time: 0.0095 (0.010015658937991442)  --> TIME: 2025-05-09 15:38:45 -- STEP: 437/725 -- GLOBAL_STEP: 153600 | > loss_disc: 2.2102713584899902 (2.202264604361159) | > loss_disc_real_0: 0.11294020712375641 (0.1370208937359346) | > loss_disc_real_1: 0.17041081190109253 (0.1935353663065886) | > loss_disc_real_2: 0.20781077444553375 (0.18807050043576362) | > loss_disc_real_3: 0.19648027420043945 (0.20467473147117302) | > loss_disc_real_4: 0.2195313572883606 (0.19859232386953496) | > loss_disc_real_5: 0.20966027677059174 (0.20188780111906457) | > loss_0: 2.2102713584899902 (2.202264604361159) | > grad_norm_0: tensor(29.4000, device='cuda:0') (tensor(35.2332, device='cuda:0')) | > loss_gen: 2.7678885459899902 (2.7875634980147153) | > loss_kl: 1.654084324836731 (1.7246354444621628) | > loss_feat: 8.388309478759766 (8.315018710609975) | > loss_mel: 13.61993408203125 (13.424937953119693) | > loss_duration: 1.6611077785491943 (1.6937837671633447) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.091323852539062 (27.94593940228565) | > grad_norm_1: tensor(801.0353, device='cuda:0') (tensor(720.5168, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8838 (0.8514619599217951) | > loader_time: 0.0093 (0.009972378645663412)  --> TIME: 2025-05-09 15:39:28 -- STEP: 487/725 -- GLOBAL_STEP: 153650 | > loss_disc: 2.107759952545166 (2.204309625302496) | > loss_disc_real_0: 0.13636301457881927 (0.13798082402660605) | > loss_disc_real_1: 0.17767006158828735 (0.19384955845819113) | > loss_disc_real_2: 0.21118228137493134 (0.18804488531495506) | > loss_disc_real_3: 0.24803677201271057 (0.20476241076261845) | > loss_disc_real_4: 0.19558383524417877 (0.19861949958840433) | > loss_disc_real_5: 0.14623795449733734 (0.2017379930315566) | > loss_0: 2.107759952545166 (2.204309625302496) | > grad_norm_0: tensor(9.6898, device='cuda:0') (tensor(35.2451, device='cuda:0')) | > loss_gen: 2.936943292617798 (2.785757951423127) | > loss_kl: 1.6812472343444824 (1.728360739087177) | > loss_feat: 9.668636322021484 (8.303059354699856) | > loss_mel: 15.121522903442383 (13.413540520951978) | > loss_duration: 1.6925395727157593 (1.6943990547798988) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.100889205932617 (27.92511764933686) | > grad_norm_1: tensor(460.0110, device='cuda:0') (tensor(717.1580, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8099 (0.8508075385123061) | > loader_time: 0.0099 (0.009940572343078245)  --> TIME: 2025-05-09 15:40:11 -- STEP: 537/725 -- GLOBAL_STEP: 153700 | > loss_disc: 2.1843955516815186 (2.2041293440362355) | > loss_disc_real_0: 0.10612335801124573 (0.1376579260137937) | > loss_disc_real_1: 0.20700061321258545 (0.1938994097032582) | > loss_disc_real_2: 0.20807909965515137 (0.18819279133496555) | > loss_disc_real_3: 0.21086397767066956 (0.20474840844920672) | > loss_disc_real_4: 0.20406153798103333 (0.19857734475055883) | > loss_disc_real_5: 0.15135793387889862 (0.2021913034234411) | > loss_0: 2.1843955516815186 (2.2041293440362355) | > grad_norm_0: tensor(25.6419, device='cuda:0') (tensor(34.7879, device='cuda:0')) | > loss_gen: 2.6666271686553955 (2.7824682985160156) | > loss_kl: 1.6076191663742065 (1.7322271598339964) | > loss_feat: 7.686640739440918 (8.297597371888113) | > loss_mel: 12.872772216796875 (13.405854770369146) | > loss_duration: 1.7204395532608032 (1.6948803319167383) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.554100036621094 (27.91302795694305) | > grad_norm_1: tensor(664.4576, device='cuda:0') (tensor(712.5730, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.838 (0.8498430141079579) | > loader_time: 0.0094 (0.009937183373023241)  --> TIME: 2025-05-09 15:40:54 -- STEP: 587/725 -- GLOBAL_STEP: 153750 | > loss_disc: 2.1085972785949707 (2.2057928980107593) | > loss_disc_real_0: 0.11150959879159927 (0.13817087401599437) | > loss_disc_real_1: 0.195425882935524 (0.19392316017991623) | > loss_disc_real_2: 0.19611218571662903 (0.1880629304574335) | > loss_disc_real_3: 0.20608282089233398 (0.20494626249223183) | > loss_disc_real_4: 0.21365007758140564 (0.19881720188529162) | > loss_disc_real_5: 0.19871748983860016 (0.20211286786975402) | > loss_0: 2.1085972785949707 (2.2057928980107593) | > grad_norm_0: tensor(35.8189, device='cuda:0') (tensor(34.5961, device='cuda:0')) | > loss_gen: 2.900914192199707 (2.781905139325221) | > loss_kl: 1.596621036529541 (1.7335773103281829) | > loss_feat: 8.18607234954834 (8.289591218990603) | > loss_mel: 13.746184349060059 (13.38879965436113) | > loss_duration: 1.6758514642715454 (1.694406409686022) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.105642318725586 (27.888279786507965) | > grad_norm_1: tensor(771.0071, device='cuda:0') (tensor(706.4232, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8599 (0.8495219874828798) | > loader_time: 0.0095 (0.009911808894480725)  --> TIME: 2025-05-09 15:41:37 -- STEP: 637/725 -- GLOBAL_STEP: 153800 | > loss_disc: 2.1627273559570312 (2.2044595390137145) | > loss_disc_real_0: 0.150508850812912 (0.13780891716924712) | > loss_disc_real_1: 0.19698552787303925 (0.19387788111504797) | > loss_disc_real_2: 0.17544080317020416 (0.18797824654605344) | > loss_disc_real_3: 0.2005755454301834 (0.2049766141728292) | > loss_disc_real_4: 0.19416359066963196 (0.19865651356182068) | > loss_disc_real_5: 0.20020611584186554 (0.20209860233253737) | > loss_0: 2.1627273559570312 (2.2044595390137145) | > grad_norm_0: tensor(45.8847, device='cuda:0') (tensor(34.3645, device='cuda:0')) | > loss_gen: 2.858919858932495 (2.7831588390296447) | > loss_kl: 1.7082408666610718 (1.733777713363923) | > loss_feat: 7.993269443511963 (8.299880738161042) | > loss_mel: 12.28118896484375 (13.400486751478542) | > loss_duration: 1.6783108711242676 (1.694311024255619) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.519929885864258 (27.911615102219994) | > grad_norm_1: tensor(901.8199, device='cuda:0') (tensor(706.6467, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8449 (0.8499268924048404) | > loader_time: 0.0094 (0.00989798174548187)  --> TIME: 2025-05-09 15:42:20 -- STEP: 687/725 -- GLOBAL_STEP: 153850 | > loss_disc: 2.049607992172241 (2.2033663111829673) | > loss_disc_real_0: 0.1652062088251114 (0.13785813378476505) | > loss_disc_real_1: 0.1923229992389679 (0.19382168296209407) | > loss_disc_real_2: 0.1881905049085617 (0.18788742262116317) | > loss_disc_real_3: 0.19787761569023132 (0.20486624243911872) | > loss_disc_real_4: 0.14929170906543732 (0.19846928238955475) | > loss_disc_real_5: 0.15869101881980896 (0.2015838908923592) | > loss_0: 2.049607992172241 (2.2033663111829673) | > grad_norm_0: tensor(41.6442, device='cuda:0') (tensor(34.5830, device='cuda:0')) | > loss_gen: 3.0967180728912354 (2.7858740662209662) | > loss_kl: 1.6008760929107666 (1.735257775849477) | > loss_feat: 9.632505416870117 (8.308200750114958) | > loss_mel: 14.783477783203125 (13.405464280640713) | > loss_duration: 1.7202074527740479 (1.6945810090679974) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.833784103393555 (27.929377918160117) | > grad_norm_1: tensor(765.4700, device='cuda:0') (tensor(704.4087, device='cuda:0')) | > current_lr_0: 0.00019633378788836418 | > current_lr_1: 0.00019633378788836418 | > step_time: 0.8738 (0.8493643632969304) | > loader_time: 0.0108 (0.00990425759527881)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.214409828186035 (2.214409828186035) | > loss_disc_real_0: 0.12462083250284195 (0.12462083250284195) | > loss_disc_real_1: 0.18551185727119446 (0.18551185727119446) | > loss_disc_real_2: 0.15937504172325134 (0.15937504172325134) | > loss_disc_real_3: 0.2079315036535263 (0.2079315036535263) | > loss_disc_real_4: 0.25090986490249634 (0.25090986490249634) | > loss_disc_real_5: 0.2614116668701172 (0.2614116668701172) | > loss_0: 2.214409828186035 (2.214409828186035) | > loss_gen: 2.845100164413452 (2.845100164413452) | > loss_kl: 2.2608227729797363 (2.2608227729797363) | > loss_feat: 8.826205253601074 (8.826205253601074) | > loss_mel: 14.447221755981445 (14.447221755981445) | > loss_duration: 1.6677613258361816 (1.6677613258361816) | > loss_1: 30.04711151123047 (30.04711151123047)  --> STEP: 1 | > loss_disc: 2.3047051429748535 (2.3047051429748535) | > loss_disc_real_0: 0.16739130020141602 (0.16739130020141602) | > loss_disc_real_1: 0.19147208333015442 (0.19147208333015442) | > loss_disc_real_2: 0.17750133574008942 (0.17750133574008942) | > loss_disc_real_3: 0.18359552323818207 (0.18359552323818207) | > loss_disc_real_4: 0.24154992401599884 (0.24154992401599884) | > loss_disc_real_5: 0.26004236936569214 (0.26004236936569214) | > loss_0: 2.3047051429748535 (2.3047051429748535) | > loss_gen: 2.664057970046997 (2.664057970046997) | > loss_kl: 2.063640832901001 (2.063640832901001) | > loss_feat: 7.200071811676025 (7.200071811676025) | > loss_mel: 12.905506134033203 (12.905506134033203) | > loss_duration: 1.7638988494873047 (1.7638988494873047) | > loss_1: 26.597177505493164 (26.597177505493164)  --> STEP: 2 | > loss_disc: 2.330379009246826 (2.31754207611084) | > loss_disc_real_0: 0.19001734256744385 (0.17870432138442993) | > loss_disc_real_1: 0.18640749156475067 (0.18893978744745255) | > loss_disc_real_2: 0.16347426176071167 (0.17048779875040054) | > loss_disc_real_3: 0.1974402219057083 (0.1905178725719452) | > loss_disc_real_4: 0.2553129494190216 (0.24843143671751022) | > loss_disc_real_5: 0.2794705629348755 (0.2697564661502838) | > loss_0: 2.330379009246826 (2.31754207611084) | > loss_gen: 2.6775927543640137 (2.6708253622055054) | > loss_kl: 1.8892594575881958 (1.9764501452445984) | > loss_feat: 7.535611152648926 (7.367841482162476) | > loss_mel: 13.540670394897461 (13.223088264465332) | > loss_duration: 1.828091025352478 (1.7959949374198914) | > loss_1: 27.47122573852539 (27.034201622009277)  --> STEP: 3 | > loss_disc: 2.318713665008545 (2.317932605743408) | > loss_disc_real_0: 0.16873902082443237 (0.1753825545310974) | > loss_disc_real_1: 0.20144057273864746 (0.19310671587785086) | > loss_disc_real_2: 0.16723524034023285 (0.16940361261367798) | > loss_disc_real_3: 0.19142243266105652 (0.19081939260164896) | > loss_disc_real_4: 0.23499923944473267 (0.24395403762658438) | > loss_disc_real_5: 0.2778570353984833 (0.27245665589968365) | > loss_0: 2.318713665008545 (2.317932605743408) | > loss_gen: 2.700150489807129 (2.68060040473938) | > loss_kl: 2.0899691581726074 (2.0142898162206015) | > loss_feat: 8.069233894348145 (7.601638952891032) | > loss_mel: 13.248867988586426 (13.23168150583903) | > loss_duration: 1.7787971496582031 (1.7902623414993286) | > loss_1: 27.88701629638672 (27.31847318013509)  --> STEP: 4 | > loss_disc: 2.204787254333496 (2.28964626789093) | > loss_disc_real_0: 0.11586755514144897 (0.1605038046836853) | > loss_disc_real_1: 0.17565539479255676 (0.18874388560652733) | > loss_disc_real_2: 0.1415930539369583 (0.16245097294449806) | > loss_disc_real_3: 0.17641258239746094 (0.18721769005060196) | > loss_disc_real_4: 0.27971795201301575 (0.2528950162231922) | > loss_disc_real_5: 0.29701822996139526 (0.27859704941511154) | > loss_0: 2.204787254333496 (2.28964626789093) | > loss_gen: 2.8033807277679443 (2.711295485496521) | > loss_kl: 2.0160367488861084 (2.014726549386978) | > loss_feat: 10.065932273864746 (8.21771228313446) | > loss_mel: 15.596677780151367 (13.822930574417114) | > loss_duration: 1.7300832271575928 (1.7752175629138947) | > loss_1: 32.21210861206055 (28.541882038116455) --> EVAL PERFORMANCE | > avg_loader_time: 0.2848808169364929 (-0.003329753875732422) | > avg_loss_disc: 2.28964626789093 (+0.08975362777709961) | > avg_loss_disc_real_0: 0.1605038046836853 (+0.00769498385488987) | > avg_loss_disc_real_1: 0.18874388560652733 (-0.04012943059206009) | > avg_loss_disc_real_2: 0.16245097294449806 (-0.04892880097031593) | > avg_loss_disc_real_3: 0.18721769005060196 (-0.05876869708299637) | > avg_loss_disc_real_4: 0.2528950162231922 (+0.0073244646191596985) | > avg_loss_disc_real_5: 0.27859704941511154 (+0.04098878055810928) | > avg_loss_0: 2.28964626789093 (+0.08975362777709961) | > avg_loss_gen: 2.711295485496521 (-0.3025878667831421) | > avg_loss_kl: 2.014726549386978 (+0.009029656648635864) | > avg_loss_feat: 8.21771228313446 (-0.4536871910095215) | > avg_loss_mel: 13.822930574417114 (-0.5146853923797607) | > avg_loss_duration: 1.7752175629138947 (-0.0008926093578338623) | > avg_loss_1: 28.541882038116455 (-1.262824535369873)  > EPOCH: 149/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 15:42:59)   --> TIME: 2025-05-09 15:43:11 -- STEP: 12/725 -- GLOBAL_STEP: 153900 | > loss_disc: 2.1684703826904297 (2.270714441935221) | > loss_disc_real_0: 0.1406959444284439 (0.14335344297190508) | > loss_disc_real_1: 0.19697117805480957 (0.20370328426361084) | > loss_disc_real_2: 0.19295614957809448 (0.19432841117183366) | > loss_disc_real_3: 0.20057548582553864 (0.20476393649975458) | > loss_disc_real_4: 0.15973719954490662 (0.2009210859735807) | > loss_disc_real_5: 0.16193468868732452 (0.21619582921266556) | > loss_0: 2.1684703826904297 (2.270714441935221) | > grad_norm_0: tensor(25.6988, device='cuda:0') (tensor(23.4572, device='cuda:0')) | > loss_gen: 2.801485061645508 (2.6764912009239197) | > loss_kl: 1.8033535480499268 (1.790118157863617) | > loss_feat: 9.397541046142578 (8.079322338104248) | > loss_mel: 13.384458541870117 (13.44807767868042) | > loss_duration: 1.7153624296188354 (1.6958047946294148) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.102201461791992 (27.689814567565918) | > grad_norm_1: tensor(715.5248, device='cuda:0') (tensor(529.4158, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8137 (0.8300368785858154) | > loader_time: 0.0115 (0.009788235028584797)  --> TIME: 2025-05-09 15:43:55 -- STEP: 62/725 -- GLOBAL_STEP: 153950 | > loss_disc: 2.2815232276916504 (2.2151246993772435) | > loss_disc_real_0: 0.12363824248313904 (0.14062039253692477) | > loss_disc_real_1: 0.21170364320278168 (0.19809368036447034) | > loss_disc_real_2: 0.2019975334405899 (0.18790708578401996) | > loss_disc_real_3: 0.2313580960035324 (0.20299298652718145) | > loss_disc_real_4: 0.2036154717206955 (0.19997812831594097) | > loss_disc_real_5: 0.19313398003578186 (0.20652424808471434) | > loss_0: 2.2815232276916504 (2.2151246993772435) | > grad_norm_0: tensor(17.7517, device='cuda:0') (tensor(25.8980, device='cuda:0')) | > loss_gen: 2.6118531227111816 (2.7455787543327577) | > loss_kl: 1.612819790840149 (1.7229751733041578) | > loss_feat: 7.610814094543457 (8.211989656571419) | > loss_mel: 12.708382606506348 (13.483038040899462) | > loss_duration: 1.735107183456421 (1.6890223180094073) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.278976440429688 (27.852603943117202) | > grad_norm_1: tensor(360.8231, device='cuda:0') (tensor(593.8668, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8259 (0.8484185587975287) | > loader_time: 0.0098 (0.010239593444332)  --> TIME: 2025-05-09 15:44:38 -- STEP: 112/725 -- GLOBAL_STEP: 154000 | > loss_disc: 2.1870007514953613 (2.1933800961290078) | > loss_disc_real_0: 0.18881207704544067 (0.13867279780762534) | > loss_disc_real_1: 0.2122102975845337 (0.19502302711563452) | > loss_disc_real_2: 0.18122462928295135 (0.1867585961839983) | > loss_disc_real_3: 0.19154269993305206 (0.20194604314331496) | > loss_disc_real_4: 0.16099366545677185 (0.19710910054189817) | > loss_disc_real_5: 0.22279667854309082 (0.2035671884992293) | > loss_0: 2.1870007514953613 (2.1933800961290078) | > grad_norm_0: tensor(52.9776, device='cuda:0') (tensor(29.3413, device='cuda:0')) | > loss_gen: 2.924356460571289 (2.774010102663721) | > loss_kl: 1.621502161026001 (1.732529538018363) | > loss_feat: 9.038575172424316 (8.319394103118354) | > loss_mel: 13.936450958251953 (13.478577205113002) | > loss_duration: 1.7036553621292114 (1.694343443427767) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.224538803100586 (27.998854449817113) | > grad_norm_1: tensor(820.0554, device='cuda:0') (tensor(643.2874, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8296 (0.8491307922771999) | > loader_time: 0.0093 (0.01002417717661176) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_154000.pth  --> TIME: 2025-05-09 15:45:23 -- STEP: 162/725 -- GLOBAL_STEP: 154050 | > loss_disc: 2.229752779006958 (2.184580802917479) | > loss_disc_real_0: 0.14058196544647217 (0.1363092173856717) | > loss_disc_real_1: 0.1768251657485962 (0.19297026447307916) | > loss_disc_real_2: 0.1778927445411682 (0.18579068366024237) | > loss_disc_real_3: 0.15875041484832764 (0.20174279404275208) | > loss_disc_real_4: 0.17898401618003845 (0.1969048769017796) | > loss_disc_real_5: 0.17536936700344086 (0.2014752431416218) | > loss_0: 2.229752779006958 (2.184580802917479) | > grad_norm_0: tensor(28.9161, device='cuda:0') (tensor(30.7591, device='cuda:0')) | > loss_gen: 2.8115222454071045 (2.7877967902171767) | > loss_kl: 1.611661672592163 (1.7386281387305553) | > loss_feat: 8.401944160461426 (8.391238038922532) | > loss_mel: 14.379303932189941 (13.47609179696919) | > loss_duration: 1.6449220180511475 (1.694417166857071) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.849353790283203 (28.088171900054554) | > grad_norm_1: tensor(102.0321, device='cuda:0') (tensor(649.3577, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8279 (0.8475717880107738) | > loader_time: 0.0096 (0.00993548352041362)  --> TIME: 2025-05-09 15:46:07 -- STEP: 212/725 -- GLOBAL_STEP: 154100 | > loss_disc: 2.0321638584136963 (2.1845299376631675) | > loss_disc_real_0: 0.06743768602609634 (0.13574613071978098) | > loss_disc_real_1: 0.1960417479276657 (0.19269774327019476) | > loss_disc_real_2: 0.21354258060455322 (0.18602711433228464) | > loss_disc_real_3: 0.1708933562040329 (0.202271644447772) | > loss_disc_real_4: 0.21917104721069336 (0.19742634224722966) | > loss_disc_real_5: 0.18745602667331696 (0.20090388633170225) | > loss_0: 2.0321638584136963 (2.1845299376631675) | > grad_norm_0: tensor(30.4032, device='cuda:0') (tensor(31.2003, device='cuda:0')) | > loss_gen: 3.0404601097106934 (2.793259140455499) | > loss_kl: 1.6243842840194702 (1.752413366200789) | > loss_feat: 9.048974990844727 (8.404905062801433) | > loss_mel: 14.585522651672363 (13.490317668554917) | > loss_duration: 1.7014222145080566 (1.6947929426184234) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.000762939453125 (28.135688115965646) | > grad_norm_1: tensor(775.4346, device='cuda:0') (tensor(662.3349, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8461 (0.8496972648602612) | > loader_time: 0.0121 (0.009968703647829447)  --> TIME: 2025-05-09 15:46:50 -- STEP: 262/725 -- GLOBAL_STEP: 154150 | > loss_disc: 2.0057830810546875 (2.1911864690198244) | > loss_disc_real_0: 0.10650162398815155 (0.136133594509527) | > loss_disc_real_1: 0.16352705657482147 (0.1928565135893931) | > loss_disc_real_2: 0.17663539946079254 (0.18645359308437542) | > loss_disc_real_3: 0.18387605249881744 (0.2032622118260114) | > loss_disc_real_4: 0.17961469292640686 (0.19797967408449593) | > loss_disc_real_5: 0.2057722955942154 (0.20209367880384435) | > loss_0: 2.0057830810546875 (2.1911864690198244) | > grad_norm_0: tensor(30.6303, device='cuda:0') (tensor(31.2425, device='cuda:0')) | > loss_gen: 2.9039359092712402 (2.785999160686523) | > loss_kl: 1.710008978843689 (1.7519566462240144) | > loss_feat: 9.376729965209961 (8.356616720898463) | > loss_mel: 15.585776329040527 (13.435063547760477) | > loss_duration: 1.6745061874389648 (1.6961193830912344) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.250957489013672 (28.025755387226134) | > grad_norm_1: tensor(771.9958, device='cuda:0') (tensor(680.3322, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8837 (0.8490945974379095) | > loader_time: 0.0096 (0.00993298483258895)  --> TIME: 2025-05-09 15:47:34 -- STEP: 312/725 -- GLOBAL_STEP: 154200 | > loss_disc: 2.213834047317505 (2.19635788217569) | > loss_disc_real_0: 0.10026367753744125 (0.1374545969212284) | > loss_disc_real_1: 0.2235870212316513 (0.19303939152413457) | > loss_disc_real_2: 0.2089432030916214 (0.186752317330012) | > loss_disc_real_3: 0.17321544885635376 (0.20324082314394995) | > loss_disc_real_4: 0.18492911756038666 (0.19821078158341926) | > loss_disc_real_5: 0.19238047301769257 (0.2021722560509657) | > loss_0: 2.213834047317505 (2.19635788217569) | > grad_norm_0: tensor(38.1736, device='cuda:0') (tensor(31.7735, device='cuda:0')) | > loss_gen: 2.8231565952301025 (2.7848765009488825) | > loss_kl: 1.7766989469528198 (1.7486465985958397) | > loss_feat: 8.20266056060791 (8.340717424184854) | > loss_mel: 13.6948881149292 (13.439194327745682) | > loss_duration: 1.6632457971572876 (1.6953660605045457) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.1606502532959 (28.008800842823128) | > grad_norm_1: tensor(932.3135, device='cuda:0') (tensor(675.6936, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8427 (0.8508142668467301) | > loader_time: 0.0095 (0.00992447596329909)  --> TIME: 2025-05-09 15:48:17 -- STEP: 362/725 -- GLOBAL_STEP: 154250 | > loss_disc: 2.1742045879364014 (2.2015832876632238) | > loss_disc_real_0: 0.10486999154090881 (0.13904267117298766) | > loss_disc_real_1: 0.17466390132904053 (0.19353840668886407) | > loss_disc_real_2: 0.1693420112133026 (0.18742119393296017) | > loss_disc_real_3: 0.18074379861354828 (0.2031576447394672) | > loss_disc_real_4: 0.173466756939888 (0.1982558466370594) | > loss_disc_real_5: 0.19666874408721924 (0.20200987954660016) | > loss_0: 2.1742045879364014 (2.2015832876632238) | > grad_norm_0: tensor(30.2999, device='cuda:0') (tensor(31.8253, device='cuda:0')) | > loss_gen: 2.849048614501953 (2.7806960047937896) | > loss_kl: 1.7331621646881104 (1.7486303165472676) | > loss_feat: 8.921154022216797 (8.315436811078328) | > loss_mel: 14.809473991394043 (13.442418433026056) | > loss_duration: 1.6498663425445557 (1.6944014802163472) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.962705612182617 (27.981583020963722) | > grad_norm_1: tensor(670.5328, device='cuda:0') (tensor(670.1844, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8524 (0.8512945557167517) | > loader_time: 0.0095 (0.009856473016475437)  --> TIME: 2025-05-09 15:49:00 -- STEP: 412/725 -- GLOBAL_STEP: 154300 | > loss_disc: 2.2988362312316895 (2.201809156577567) | > loss_disc_real_0: 0.18905559182167053 (0.13849167988716976) | > loss_disc_real_1: 0.1989804208278656 (0.19383203831401843) | > loss_disc_real_2: 0.2063215672969818 (0.18740770477548396) | > loss_disc_real_3: 0.21899574995040894 (0.20333894045607565) | > loss_disc_real_4: 0.21410153806209564 (0.19829810681997) | > loss_disc_real_5: 0.19739298522472382 (0.20239826931970792) | > loss_0: 2.2988362312316895 (2.201809156577567) | > grad_norm_0: tensor(27.1775, device='cuda:0') (tensor(31.4109, device='cuda:0')) | > loss_gen: 2.6583590507507324 (2.7807268332509167) | > loss_kl: 1.8629573583602905 (1.7442180224992698) | > loss_feat: 7.859489440917969 (8.309131461439796) | > loss_mel: 12.696837425231934 (13.436020464573092) | > loss_duration: 1.6959383487701416 (1.6947375509924096) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.773582458496094 (27.96483432899401) | > grad_norm_1: tensor(927.9091, device='cuda:0') (tensor(671.1440, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8647 (0.8511803942976646) | > loader_time: 0.0097 (0.009811312249563268)  --> TIME: 2025-05-09 15:49:43 -- STEP: 462/725 -- GLOBAL_STEP: 154350 | > loss_disc: 2.2157680988311768 (2.201518767065819) | > loss_disc_real_0: 0.1571873426437378 (0.13820094481368594) | > loss_disc_real_1: 0.19743406772613525 (0.19369364991074517) | > loss_disc_real_2: 0.23639845848083496 (0.18733812975032) | > loss_disc_real_3: 0.176620751619339 (0.20335731629556397) | > loss_disc_real_4: 0.23172566294670105 (0.19841177164863205) | > loss_disc_real_5: 0.1906159371137619 (0.2026425161402979) | > loss_0: 2.2157680988311768 (2.201518767065819) | > grad_norm_0: tensor(57.3036, device='cuda:0') (tensor(31.3412, device='cuda:0')) | > loss_gen: 2.8199665546417236 (2.780389998382305) | > loss_kl: 1.6792633533477783 (1.7423141469687098) | > loss_feat: 8.21635913848877 (8.310647159427807) | > loss_mel: 14.067957878112793 (13.442408018814021) | > loss_duration: 1.7216014862060547 (1.6949332433861566) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.505149841308594 (27.970692556141774) | > grad_norm_1: tensor(1296.1130, device='cuda:0') (tensor(674.3060, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.7973 (0.8505364135230259) | > loader_time: 0.0097 (0.00978233803918351)  --> TIME: 2025-05-09 15:50:26 -- STEP: 512/725 -- GLOBAL_STEP: 154400 | > loss_disc: 2.294220447540283 (2.2053572584409293) | > loss_disc_real_0: 0.1309000551700592 (0.14018496702192346) | > loss_disc_real_1: 0.18264824151992798 (0.193939785764087) | > loss_disc_real_2: 0.2028219848871231 (0.18726824814802975) | > loss_disc_real_3: 0.15570805966854095 (0.20354790278361184) | > loss_disc_real_4: 0.21590040624141693 (0.19842823548242455) | > loss_disc_real_5: 0.25032514333724976 (0.20251848963380326) | > loss_0: 2.294220447540283 (2.2053572584409293) | > grad_norm_0: tensor(34.2621, device='cuda:0') (tensor(31.9769, device='cuda:0')) | > loss_gen: 2.730703592300415 (2.7826663115993147) | > loss_kl: 1.8627384901046753 (1.7412806500215086) | > loss_feat: 8.274862289428711 (8.305672788061216) | > loss_mel: 13.277206420898438 (13.445137640461326) | > loss_duration: 1.6309161186218262 (1.6956221333239223) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.776426315307617 (27.97037949413061) | > grad_norm_1: tensor(531.7480, device='cuda:0') (tensor(666.3343, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8423 (0.8505669189617038) | > loader_time: 0.01 (0.00977219361811876)  --> TIME: 2025-05-09 15:51:10 -- STEP: 562/725 -- GLOBAL_STEP: 154450 | > loss_disc: 2.171828269958496 (2.2060728075241305) | > loss_disc_real_0: 0.14897093176841736 (0.1399598833027683) | > loss_disc_real_1: 0.201645627617836 (0.19394159518526966) | > loss_disc_real_2: 0.17836549878120422 (0.1871314126454639) | > loss_disc_real_3: 0.2084088772535324 (0.2034748813329643) | > loss_disc_real_4: 0.19641904532909393 (0.19832607149229362) | > loss_disc_real_5: 0.20470739901065826 (0.2032216057526047) | > loss_0: 2.171828269958496 (2.2060728075241305) | > grad_norm_0: tensor(67.3782, device='cuda:0') (tensor(31.4312, device='cuda:0')) | > loss_gen: 2.831743001937866 (2.780592100051799) | > loss_kl: 1.8009757995605469 (1.7451517104678311) | > loss_feat: 8.68017864227295 (8.302688403485945) | > loss_mel: 12.914985656738281 (13.458477668490698) | > loss_duration: 1.6648143529891968 (1.6956419420836233) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.892698287963867 (27.982551812277144) | > grad_norm_1: tensor(765.9112, device='cuda:0') (tensor(663.1606, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.891 (0.8506366879914578) | > loader_time: 0.0096 (0.009783754145123355)  --> TIME: 2025-05-09 15:51:53 -- STEP: 612/725 -- GLOBAL_STEP: 154500 | > loss_disc: 2.292759418487549 (2.2065680887964048) | > loss_disc_real_0: 0.1296451985836029 (0.14021289982875573) | > loss_disc_real_1: 0.18802645802497864 (0.19388817440645364) | > loss_disc_real_2: 0.2120273858308792 (0.18716011997434054) | > loss_disc_real_3: 0.24104955792427063 (0.20378631329029992) | > loss_disc_real_4: 0.21402780711650848 (0.19813055554830955) | > loss_disc_real_5: 0.18191349506378174 (0.203102332911168) | > loss_0: 2.292759418487549 (2.2065680887964048) | > grad_norm_0: tensor(22.6228, device='cuda:0') (tensor(31.6117, device='cuda:0')) | > loss_gen: 2.6534290313720703 (2.780519522872626) | > loss_kl: 1.8336906433105469 (1.7438986055991228) | > loss_feat: 7.562183856964111 (8.30585721894808) | > loss_mel: 13.812755584716797 (13.466411927167114) | > loss_duration: 1.6295368671417236 (1.6951197111139111) | > amp_scaler: 256.0 (130.30065359477126) | > loss_1: 27.491596221923828 (27.99180698083117) | > grad_norm_1: tensor(214.1024, device='cuda:0') (tensor(664.0550, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8107 (0.8509927154366483) | > loader_time: 0.0087 (0.00979036248587316)  --> TIME: 2025-05-09 15:52:36 -- STEP: 662/725 -- GLOBAL_STEP: 154550 | > loss_disc: 2.3240060806274414 (2.206278077965418) | > loss_disc_real_0: 0.14846618473529816 (0.14010467623385775) | > loss_disc_real_1: 0.20851358771324158 (0.19382942224827418) | > loss_disc_real_2: 0.18729466199874878 (0.18727483350524737) | > loss_disc_real_3: 0.17235630750656128 (0.20388018153045104) | > loss_disc_real_4: 0.20952169597148895 (0.1981707046264248) | > loss_disc_real_5: 0.2125374674797058 (0.2029667681144983) | > loss_0: 2.3240060806274414 (2.206278077965418) | > grad_norm_0: tensor(39.7627, device='cuda:0') (tensor(31.7189, device='cuda:0')) | > loss_gen: 2.553553819656372 (2.7820365392909685) | > loss_kl: 1.5979628562927246 (1.7439462589353234) | > loss_feat: 7.042886257171631 (8.309861514503515) | > loss_mel: 12.297983169555664 (13.4735320759684) | > loss_duration: 1.7057383060455322 (1.6953269257646313) | > amp_scaler: 256.0 (139.79456193353477) | > loss_1: 25.198123931884766 (28.004703311401553) | > grad_norm_1: tensor(673.8318, device='cuda:0') (tensor(670.3354, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.863 (0.8511152407914127) | > loader_time: 0.0098 (0.0097822321865854)  --> TIME: 2025-05-09 15:53:20 -- STEP: 712/725 -- GLOBAL_STEP: 154600 | > loss_disc: 2.3263158798217773 (2.207067827997584) | > loss_disc_real_0: 0.14315541088581085 (0.1398608311382907) | > loss_disc_real_1: 0.1909106969833374 (0.19388451902300455) | > loss_disc_real_2: 0.21303001046180725 (0.18752413452341324) | > loss_disc_real_3: 0.2203250378370285 (0.20408348358246708) | > loss_disc_real_4: 0.2500621974468231 (0.19819420147059338) | > loss_disc_real_5: 0.18770770728588104 (0.2029300220624616) | > loss_0: 2.3263158798217773 (2.207067827997584) | > grad_norm_0: tensor(26.9152, device='cuda:0') (tensor(31.7032, device='cuda:0')) | > loss_gen: 2.640679359436035 (2.7810615749841356) | > loss_kl: 1.7187553644180298 (1.74323808477166) | > loss_feat: 7.50747537612915 (8.297936622346395) | > loss_mel: 11.908327102661133 (13.461433839262206) | > loss_duration: 1.7007629871368408 (1.694989005166493) | > amp_scaler: 128.0 (141.66292134831457) | > loss_1: 25.476001739501953 (27.978659142269176) | > grad_norm_1: tensor(118.6559, device='cuda:0') (tensor(671.9654, device='cuda:0')) | > current_lr_0: 0.00019630924616487812 | > current_lr_1: 0.00019630924616487812 | > step_time: 0.8174 (0.851147273953041) | > loader_time: 0.0096 (0.009783542223191001)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.330723524093628 (2.330723524093628) | > loss_disc_real_0: 0.21051740646362305 (0.21051740646362305) | > loss_disc_real_1: 0.19165322184562683 (0.19165322184562683) | > loss_disc_real_2: 0.22911743819713593 (0.22911743819713593) | > loss_disc_real_3: 0.27171915769577026 (0.27171915769577026) | > loss_disc_real_4: 0.22860552370548248 (0.22860552370548248) | > loss_disc_real_5: 0.2169780135154724 (0.2169780135154724) | > loss_0: 2.330723524093628 (2.330723524093628) | > loss_gen: 2.763867139816284 (2.763867139816284) | > loss_kl: 2.021296262741089 (2.021296262741089) | > loss_feat: 7.368595123291016 (7.368595123291016) | > loss_mel: 13.574483871459961 (13.574483871459961) | > loss_duration: 1.6765196323394775 (1.6765196323394775) | > loss_1: 27.404760360717773 (27.404760360717773)  --> STEP: 1 | > loss_disc: 2.315577507019043 (2.315577507019043) | > loss_disc_real_0: 0.20946276187896729 (0.20946276187896729) | > loss_disc_real_1: 0.18985573947429657 (0.18985573947429657) | > loss_disc_real_2: 0.24694432318210602 (0.24694432318210602) | > loss_disc_real_3: 0.2596353590488434 (0.2596353590488434) | > loss_disc_real_4: 0.23933708667755127 (0.23933708667755127) | > loss_disc_real_5: 0.23154379427433014 (0.23154379427433014) | > loss_0: 2.315577507019043 (2.315577507019043) | > loss_gen: 2.98242449760437 (2.98242449760437) | > loss_kl: 2.063746929168701 (2.063746929168701) | > loss_feat: 8.026841163635254 (8.026841163635254) | > loss_mel: 13.76759147644043 (13.76759147644043) | > loss_duration: 1.7711127996444702 (1.7711127996444702) | > loss_1: 28.61171531677246 (28.61171531677246)  --> STEP: 2 | > loss_disc: 2.1936213970184326 (2.254599452018738) | > loss_disc_real_0: 0.21045051515102386 (0.20995663851499557) | > loss_disc_real_1: 0.1966792643070221 (0.19326750189065933) | > loss_disc_real_2: 0.21249724924564362 (0.22972078621387482) | > loss_disc_real_3: 0.22693227231502533 (0.24328381568193436) | > loss_disc_real_4: 0.1915253847837448 (0.21543123573064804) | > loss_disc_real_5: 0.1980137974023819 (0.21477879583835602) | > loss_0: 2.1936213970184326 (2.254599452018738) | > loss_gen: 2.85707950592041 (2.91975200176239) | > loss_kl: 1.7357357740402222 (1.8997413516044617) | > loss_feat: 7.845297813415527 (7.936069488525391) | > loss_mel: 13.708091735839844 (13.737841606140137) | > loss_duration: 1.83101224899292 (1.801062524318695) | > loss_1: 27.977218627929688 (28.294466972351074)  --> STEP: 3 | > loss_disc: 2.2993783950805664 (2.2695257663726807) | > loss_disc_real_0: 0.19900937378406525 (0.20630755027135214) | > loss_disc_real_1: 0.20033502578735352 (0.1956233431895574) | > loss_disc_real_2: 0.22695423662662506 (0.2287986030181249) | > loss_disc_real_3: 0.26752763986587524 (0.25136509040991467) | > loss_disc_real_4: 0.2257252186536789 (0.21886256337165833) | > loss_disc_real_5: 0.24148613214492798 (0.22368124127388) | > loss_0: 2.2993783950805664 (2.2695257663726807) | > loss_gen: 2.9316258430480957 (2.9237099488576255) | > loss_kl: 1.7761210203170776 (1.858534574508667) | > loss_feat: 8.365519523620605 (8.079219500223795) | > loss_mel: 13.761052131652832 (13.745578447977701) | > loss_duration: 1.7805525064468384 (1.794225851694743) | > loss_1: 28.614870071411133 (28.401268005371094)  --> STEP: 4 | > loss_disc: 2.196742534637451 (2.2513299584388733) | > loss_disc_real_0: 0.17889893054962158 (0.1994553953409195) | > loss_disc_real_1: 0.20063336193561554 (0.19687584787607193) | > loss_disc_real_2: 0.20642642676830292 (0.2232055589556694) | > loss_disc_real_3: 0.23072698712348938 (0.24620556458830833) | > loss_disc_real_4: 0.2207191437482834 (0.2193267084658146) | > loss_disc_real_5: 0.26284655928611755 (0.2334725707769394) | > loss_0: 2.196742534637451 (2.2513299584388733) | > loss_gen: 3.0534462928771973 (2.9561440348625183) | > loss_kl: 1.8638670444488525 (1.8598676919937134) | > loss_feat: 9.361496925354004 (8.399788856506348) | > loss_mel: 16.220678329467773 (14.36435341835022) | > loss_duration: 1.7454314231872559 (1.782027244567871) | > loss_1: 32.24491882324219 (29.362180709838867) --> EVAL PERFORMANCE | > avg_loader_time: 0.28670161962509155 (+0.0018208026885986328) | > avg_loss_disc: 2.2513299584388733 (-0.038316309452056885) | > avg_loss_disc_real_0: 0.1994553953409195 (+0.03895159065723419) | > avg_loss_disc_real_1: 0.19687584787607193 (+0.008131962269544601) | > avg_loss_disc_real_2: 0.2232055589556694 (+0.06075458601117134) | > avg_loss_disc_real_3: 0.24620556458830833 (+0.058987874537706375) | > avg_loss_disc_real_4: 0.2193267084658146 (-0.033568307757377625) | > avg_loss_disc_real_5: 0.2334725707769394 (-0.04512447863817215) | > avg_loss_0: 2.2513299584388733 (-0.038316309452056885) | > avg_loss_gen: 2.9561440348625183 (+0.24484854936599731) | > avg_loss_kl: 1.8598676919937134 (-0.15485885739326477) | > avg_loss_feat: 8.399788856506348 (+0.1820765733718872) | > avg_loss_mel: 14.36435341835022 (+0.5414228439331055) | > avg_loss_duration: 1.782027244567871 (+0.00680968165397644) | > avg_loss_1: 29.362180709838867 (+0.8202986717224121)  > EPOCH: 150/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 15:53:37)   --> TIME: 2025-05-09 15:54:11 -- STEP: 37/725 -- GLOBAL_STEP: 154650 | > loss_disc: 2.1691932678222656 (2.2213195659018847) | > loss_disc_real_0: 0.15172116458415985 (0.14102581385019664) | > loss_disc_real_1: 0.20854923129081726 (0.19501262581026232) | > loss_disc_real_2: 0.17131559550762177 (0.19009831104729627) | > loss_disc_real_3: 0.17681275308132172 (0.2047535716681867) | > loss_disc_real_4: 0.20287658274173737 (0.2000758893586494) | > loss_disc_real_5: 0.20723405480384827 (0.2002123703022261) | > loss_0: 2.1691932678222656 (2.2213195659018847) | > grad_norm_0: tensor(35.9378, device='cuda:0') (tensor(33.2704, device='cuda:0')) | > loss_gen: 2.863325357437134 (2.7699052449819206) | > loss_kl: 1.6876307725906372 (1.740994411545831) | > loss_feat: 8.896587371826172 (8.294990823075578) | > loss_mel: 13.49809741973877 (13.621164940498971) | > loss_duration: 1.6897566318511963 (1.6908315677900572) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.63539695739746 (28.11788692989865) | > grad_norm_1: tensor(1033.6439, device='cuda:0') (tensor(709.4750, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8534 (0.8566663200790817) | > loader_time: 0.0107 (0.010189314146299618)  --> TIME: 2025-05-09 15:54:55 -- STEP: 87/725 -- GLOBAL_STEP: 154700 | > loss_disc: 2.3010096549987793 (2.217711785743975) | > loss_disc_real_0: 0.16333355009555817 (0.1419089058863706) | > loss_disc_real_1: 0.22960491478443146 (0.19578649360558073) | > loss_disc_real_2: 0.18248797953128815 (0.1887572868459526) | > loss_disc_real_3: 0.1983601301908493 (0.20483573757368942) | > loss_disc_real_4: 0.18224480748176575 (0.1976296511189691) | > loss_disc_real_5: 0.2731141149997711 (0.20186257978965497) | > loss_0: 2.3010096549987793 (2.217711785743975) | > grad_norm_0: tensor(11.5369, device='cuda:0') (tensor(33.7212, device='cuda:0')) | > loss_gen: 2.6174588203430176 (2.774278059773061) | > loss_kl: 1.8105946779251099 (1.7423240330027439) | > loss_feat: 7.185811519622803 (8.2636103191595) | > loss_mel: 13.121294975280762 (13.487373384936102) | > loss_duration: 1.6797852516174316 (1.6918436823220089) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.414945602416992 (27.95942944493787) | > grad_norm_1: tensor(334.0049, device='cuda:0') (tensor(705.1156, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8423 (0.8549724556933874) | > loader_time: 0.012 (0.010044843301005748)  --> TIME: 2025-05-09 15:55:38 -- STEP: 137/725 -- GLOBAL_STEP: 154750 | > loss_disc: 2.2471094131469727 (2.2020886692687527) | > loss_disc_real_0: 0.12453734874725342 (0.138702577483045) | > loss_disc_real_1: 0.19759798049926758 (0.19487246055237564) | > loss_disc_real_2: 0.17987684905529022 (0.18769753142429965) | > loss_disc_real_3: 0.1944681853055954 (0.20341090542556595) | > loss_disc_real_4: 0.1761704832315445 (0.19613129770668752) | > loss_disc_real_5: 0.23923920094966888 (0.20217617519580536) | > loss_0: 2.2471094131469727 (2.2020886692687527) | > grad_norm_0: tensor(36.8857, device='cuda:0') (tensor(32.5410, device='cuda:0')) | > loss_gen: 2.7455649375915527 (2.7858612972454426) | > loss_kl: 1.7142589092254639 (1.735190788324732) | > loss_feat: 7.520146369934082 (8.337767326048695) | > loss_mel: 11.741196632385254 (13.52129960582204) | > loss_duration: 1.6713664531707764 (1.692421498959952) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.392532348632812 (28.072540533803675) | > grad_norm_1: tensor(550.8334, device='cuda:0') (tensor(724.8414, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8186 (0.85492791050542) | > loader_time: 0.0088 (0.00992904266301733)  --> TIME: 2025-05-09 15:56:22 -- STEP: 187/725 -- GLOBAL_STEP: 154800 | > loss_disc: 2.179776906967163 (2.198482961578163) | > loss_disc_real_0: 0.13556607067584991 (0.13835289257573574) | > loss_disc_real_1: 0.17777547240257263 (0.19426373834597227) | > loss_disc_real_2: 0.1775905191898346 (0.1877046494401075) | > loss_disc_real_3: 0.18630388379096985 (0.20328796754546344) | > loss_disc_real_4: 0.2029576152563095 (0.1960627099568831) | > loss_disc_real_5: 0.17721518874168396 (0.20115906191382182) | > loss_0: 2.179776906967163 (2.198482961578163) | > grad_norm_0: tensor(16.0948, device='cuda:0') (tensor(32.8996, device='cuda:0')) | > loss_gen: 2.6560068130493164 (2.7960543250017618) | > loss_kl: 1.8916398286819458 (1.7389795174573195) | > loss_feat: 8.130411148071289 (8.365699757866684) | > loss_mel: 13.981285095214844 (13.519504251327106) | > loss_duration: 1.7267340421676636 (1.6937892067241158) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.386077880859375 (28.114027145712132) | > grad_norm_1: tensor(318.0950, device='cuda:0') (tensor(718.2614, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8465 (0.854232608315779) | > loader_time: 0.0109 (0.009955693056239164)  --> TIME: 2025-05-09 15:57:05 -- STEP: 237/725 -- GLOBAL_STEP: 154850 | > loss_disc: 2.2071595191955566 (2.199746705811736) | > loss_disc_real_0: 0.08266593515872955 (0.13839517231983475) | > loss_disc_real_1: 0.23098920285701752 (0.19474756566784043) | > loss_disc_real_2: 0.17822742462158203 (0.188113213088442) | > loss_disc_real_3: 0.18410450220108032 (0.20282428576473446) | > loss_disc_real_4: 0.20650194585323334 (0.1964360509492174) | > loss_disc_real_5: 0.1878030002117157 (0.20141699042501332) | > loss_0: 2.2071595191955566 (2.199746705811736) | > grad_norm_0: tensor(31.5009, device='cuda:0') (tensor(32.4775, device='cuda:0')) | > loss_gen: 2.7321972846984863 (2.7890319643141344) | > loss_kl: 1.9665547609329224 (1.73796050860409) | > loss_feat: 8.74852180480957 (8.34604813982163) | > loss_mel: 14.269286155700684 (13.479490368678096) | > loss_duration: 1.6715388298034668 (1.6933828275414962) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.388099670410156 (28.045913857246752) | > grad_norm_1: tensor(354.7411, device='cuda:0') (tensor(709.0770, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.818 (0.8546978652728761) | > loader_time: 0.0099 (0.009938131404828422)  --> TIME: 2025-05-09 15:57:48 -- STEP: 287/725 -- GLOBAL_STEP: 154900 | > loss_disc: 2.202626943588257 (2.2017134976303936) | > loss_disc_real_0: 0.11971362680196762 (0.13920787176707897) | > loss_disc_real_1: 0.19144177436828613 (0.19416836054690617) | > loss_disc_real_2: 0.18263204395771027 (0.1881612528907297) | > loss_disc_real_3: 0.21341755986213684 (0.2031632432850395) | > loss_disc_real_4: 0.16077226400375366 (0.19661773912582664) | > loss_disc_real_5: 0.1956135481595993 (0.20135665516197063) | > loss_0: 2.202626943588257 (2.2017134976303936) | > grad_norm_0: tensor(24.3284, device='cuda:0') (tensor(32.8752, device='cuda:0')) | > loss_gen: 2.7995314598083496 (2.7836184152742702) | > loss_kl: 1.67815363407135 (1.7449703025485586) | > loss_feat: 8.63276195526123 (8.309942102598399) | > loss_mel: 14.315518379211426 (13.427352234046218) | > loss_duration: 1.7134002447128296 (1.6937383172404057) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.139366149902344 (27.95962140950592) | > grad_norm_1: tensor(787.9084, device='cuda:0') (tensor(702.7609, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.811 (0.852174046147576) | > loader_time: 0.0091 (0.00987774652886474)  --> TIME: 2025-05-09 15:58:31 -- STEP: 337/725 -- GLOBAL_STEP: 154950 | > loss_disc: 2.275251865386963 (2.2041652948990764) | > loss_disc_real_0: 0.13926313817501068 (0.13948097199378456) | > loss_disc_real_1: 0.19265398383140564 (0.1943132408206469) | > loss_disc_real_2: 0.18303154408931732 (0.18808364328715488) | > loss_disc_real_3: 0.18424418568611145 (0.20389267930468039) | > loss_disc_real_4: 0.22732113301753998 (0.1969051038741358) | > loss_disc_real_5: 0.19079245626926422 (0.20130732850080432) | > loss_0: 2.275251865386963 (2.2041652948990764) | > grad_norm_0: tensor(20.9529, device='cuda:0') (tensor(33.0627, device='cuda:0')) | > loss_gen: 2.7809858322143555 (2.784664543163174) | > loss_kl: 1.7657569646835327 (1.741876278149976) | > loss_feat: 8.090775489807129 (8.311455493157272) | > loss_mel: 14.015401840209961 (13.425668846605793) | > loss_duration: 1.6909781694412231 (1.6934137340822977) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.34389877319336 (27.95707893371583) | > grad_norm_1: tensor(431.2709, device='cuda:0') (tensor(688.6618, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8654 (0.852569578663178) | > loader_time: 0.0104 (0.009880084312280492)  --> TIME: 2025-05-09 15:59:14 -- STEP: 387/725 -- GLOBAL_STEP: 155000 | > loss_disc: 2.1505773067474365 (2.203487702118335) | > loss_disc_real_0: 0.11734456568956375 (0.13914316490254044) | > loss_disc_real_1: 0.20729421079158783 (0.19457153406100056) | > loss_disc_real_2: 0.1721256822347641 (0.18825377285172457) | > loss_disc_real_3: 0.19288505613803864 (0.20380877778511636) | > loss_disc_real_4: 0.1991211622953415 (0.19703542962862847) | > loss_disc_real_5: 0.21253296732902527 (0.20135293042320926) | > loss_0: 2.1505773067474365 (2.203487702118335) | > grad_norm_0: tensor(51.6465, device='cuda:0') (tensor(32.6979, device='cuda:0')) | > loss_gen: 2.90852689743042 (2.78360182000685) | > loss_kl: 1.5264424085617065 (1.7440168848333435) | > loss_feat: 8.6248779296875 (8.302095671956861) | > loss_mel: 13.867513656616211 (13.3975156025061) | > loss_duration: 1.7684406042099 (1.69343247555331) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.69580078125 (27.920662473338528) | > grad_norm_1: tensor(828.2142, device='cuda:0') (tensor(686.3666, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8603 (0.8519839445749918) | > loader_time: 0.0094 (0.009831735946103277) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_155000.pth  --> TIME: 2025-05-09 16:00:00 -- STEP: 437/725 -- GLOBAL_STEP: 155050 | > loss_disc: 2.1756253242492676 (2.20209133897821) | > loss_disc_real_0: 0.19520962238311768 (0.1384446714030795) | > loss_disc_real_1: 0.19397957623004913 (0.19446781553856562) | > loss_disc_real_2: 0.19034810364246368 (0.18848244849277027) | > loss_disc_real_3: 0.19132766127586365 (0.203765022400042) | > loss_disc_real_4: 0.1934201568365097 (0.1971396100398332) | > loss_disc_real_5: 0.1816779524087906 (0.20131617167312443) | > loss_0: 2.1756253242492676 (2.20209133897821) | > grad_norm_0: tensor(42.8831, device='cuda:0') (tensor(32.4351, device='cuda:0')) | > loss_gen: 2.8788647651672363 (2.7861492606540557) | > loss_kl: 1.6116158962249756 (1.7428918070323955) | > loss_feat: 8.250676155090332 (8.310018852591792) | > loss_mel: 13.34997272491455 (13.406421264194515) | > loss_duration: 1.6702525615692139 (1.692973485254859) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.761381149291992 (27.93845466509019) | > grad_norm_1: tensor(934.7732, device='cuda:0') (tensor(692.0831, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8892 (0.8515023246782595) | > loader_time: 0.0095 (0.009831660399447863)  --> TIME: 2025-05-09 16:00:44 -- STEP: 487/725 -- GLOBAL_STEP: 155100 | > loss_disc: 2.1851749420166016 (2.204787333398387) | > loss_disc_real_0: 0.09001367539167404 (0.1391617829396983) | > loss_disc_real_1: 0.2032298594713211 (0.1946876372461201) | > loss_disc_real_2: 0.22342155873775482 (0.18895645289695231) | > loss_disc_real_3: 0.2024756371974945 (0.2039207685777049) | > loss_disc_real_4: 0.19087326526641846 (0.19721801401530936) | > loss_disc_real_5: 0.15591181814670563 (0.20124732970701845) | > loss_0: 2.1851749420166016 (2.204787333398387) | > grad_norm_0: tensor(30.4640, device='cuda:0') (tensor(32.7398, device='cuda:0')) | > loss_gen: 2.797759771347046 (2.784515756845963) | > loss_kl: 1.789867877960205 (1.7381840902677064) | > loss_feat: 8.326193809509277 (8.284984672828386) | > loss_mel: 13.378252029418945 (13.377495458238668) | > loss_duration: 1.6753334999084473 (1.6940155954576366) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.9674072265625 (27.879195571680096) | > grad_norm_1: tensor(551.9926, device='cuda:0') (tensor(689.1193, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.823 (0.8513316129022556) | > loader_time: 0.011 (0.009839756043295107)  --> TIME: 2025-05-09 16:01:27 -- STEP: 537/725 -- GLOBAL_STEP: 155150 | > loss_disc: 2.290152072906494 (2.2063795075070285) | > loss_disc_real_0: 0.16434863209724426 (0.13934531243209278) | > loss_disc_real_1: 0.20229335129261017 (0.19485014360710223) | > loss_disc_real_2: 0.20701099932193756 (0.18899643995575394) | > loss_disc_real_3: 0.21963922679424286 (0.20409853778626885) | > loss_disc_real_4: 0.20598728954792023 (0.19724815098822007) | > loss_disc_real_5: 0.2159142792224884 (0.20161740845364123) | > loss_0: 2.290152072906494 (2.2063795075070285) | > grad_norm_0: tensor(13.2986, device='cuda:0') (tensor(32.1003, device='cuda:0')) | > loss_gen: 2.573084592819214 (2.779992670986239) | > loss_kl: 1.4806020259857178 (1.736887332891397) | > loss_feat: 7.431021690368652 (8.26817334475243) | > loss_mel: 12.337017059326172 (13.37055644953495) | > loss_duration: 1.7205735445022583 (1.6946103872533613) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.542299270629883 (27.850220206063558) | > grad_norm_1: tensor(200.0701, device='cuda:0') (tensor(682.7759, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8549 (0.8514080114204792) | > loader_time: 0.0092 (0.00984329617889234)  --> TIME: 2025-05-09 16:02:10 -- STEP: 587/725 -- GLOBAL_STEP: 155200 | > loss_disc: 2.2464170455932617 (2.206839945490968) | > loss_disc_real_0: 0.10078568756580353 (0.1397114017092998) | > loss_disc_real_1: 0.1720670759677887 (0.1945804928697556) | > loss_disc_real_2: 0.18949224054813385 (0.18887212395261863) | > loss_disc_real_3: 0.219345822930336 (0.20416403631640045) | > loss_disc_real_4: 0.18676863610744476 (0.1972952924757638) | > loss_disc_real_5: 0.18304242193698883 (0.20174903791949939) | > loss_0: 2.2464170455932617 (2.206839945490968) | > grad_norm_0: tensor(19.1041, device='cuda:0') (tensor(32.0123, device='cuda:0')) | > loss_gen: 2.67148756980896 (2.7774993504129446) | > loss_kl: 1.6410537958145142 (1.7346734876730172) | > loss_feat: 8.68327522277832 (8.26511717979913) | > loss_mel: 13.857481002807617 (13.360266349181611) | > loss_duration: 1.665907621383667 (1.6944166767130115) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.51920509338379 (27.83197307749136) | > grad_norm_1: tensor(488.4385, device='cuda:0') (tensor(679.4373, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8464 (0.8512195773181561) | > loader_time: 0.0094 (0.009823083065234422)  --> TIME: 2025-05-09 16:02:53 -- STEP: 637/725 -- GLOBAL_STEP: 155250 | > loss_disc: 2.338902473449707 (2.207716879515298) | > loss_disc_real_0: 0.1876407265663147 (0.13998505238040085) | > loss_disc_real_1: 0.2123146653175354 (0.19438889412153826) | > loss_disc_real_2: 0.24486210942268372 (0.18903167880311308) | > loss_disc_real_3: 0.2028864324092865 (0.20419777127412642) | > loss_disc_real_4: 0.19628775119781494 (0.19744915336230115) | > loss_disc_real_5: 0.22667811810970306 (0.20174742907613183) | > loss_0: 2.338902473449707 (2.207716879515298) | > grad_norm_0: tensor(44.2892, device='cuda:0') (tensor(32.1111, device='cuda:0')) | > loss_gen: 2.5494167804718018 (2.7780081245176844) | > loss_kl: 1.7892206907272339 (1.7342003185296178) | > loss_feat: 6.486196041107178 (8.26634476285902) | > loss_mel: 11.225309371948242 (13.35921884893061) | > loss_duration: 1.6839075088500977 (1.6945274065203353) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.734050750732422 (27.832299494481347) | > grad_norm_1: tensor(550.2474, device='cuda:0') (tensor(675.2043, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8313 (0.8514401355006822) | > loader_time: 0.0099 (0.009837185382094459)  --> TIME: 2025-05-09 16:03:36 -- STEP: 687/725 -- GLOBAL_STEP: 155300 | > loss_disc: 2.250662088394165 (2.2078335349389744) | > loss_disc_real_0: 0.10005370527505875 (0.13944632985142458) | > loss_disc_real_1: 0.21094341576099396 (0.1943826211895658) | > loss_disc_real_2: 0.20574314892292023 (0.18920617076680823) | > loss_disc_real_3: 0.23922185599803925 (0.20423632088012908) | > loss_disc_real_4: 0.20651423931121826 (0.19775159732917164) | > loss_disc_real_5: 0.21212589740753174 (0.2018088397110393) | > loss_0: 2.250662088394165 (2.2078335349389744) | > grad_norm_0: tensor(25.6005, device='cuda:0') (tensor(32.0795, device='cuda:0')) | > loss_gen: 2.780567169189453 (2.7779979553111636) | > loss_kl: 1.6143677234649658 (1.7339982687993174) | > loss_feat: 8.378353118896484 (8.259112428195964) | > loss_mel: 13.431982040405273 (13.357311679112685) | > loss_duration: 1.690205693244934 (1.6944063723174079) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.895475387573242 (27.82282674364648) | > grad_norm_1: tensor(737.6890, device='cuda:0') (tensor(677.3321, device='cuda:0')) | > current_lr_0: 0.0001962847075091075 | > current_lr_1: 0.0001962847075091075 | > step_time: 0.8413 (0.8508782247962566) | > loader_time: 0.0098 (0.009831628424631988)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1960794925689697 (2.1960794925689697) | > loss_disc_real_0: 0.16035453975200653 (0.16035453975200653) | > loss_disc_real_1: 0.18590304255485535 (0.18590304255485535) | > loss_disc_real_2: 0.18490155041217804 (0.18490155041217804) | > loss_disc_real_3: 0.22735412418842316 (0.22735412418842316) | > loss_disc_real_4: 0.20239005982875824 (0.20239005982875824) | > loss_disc_real_5: 0.2163151353597641 (0.2163151353597641) | > loss_0: 2.1960794925689697 (2.1960794925689697) | > loss_gen: 2.8756842613220215 (2.8756842613220215) | > loss_kl: 2.077275514602661 (2.077275514602661) | > loss_feat: 8.448514938354492 (8.448514938354492) | > loss_mel: 13.419920921325684 (13.419920921325684) | > loss_duration: 1.6870381832122803 (1.6870381832122803) | > loss_1: 28.508434295654297 (28.508434295654297)  --> STEP: 1 | > loss_disc: 2.2392358779907227 (2.2392358779907227) | > loss_disc_real_0: 0.15247850120067596 (0.15247850120067596) | > loss_disc_real_1: 0.20350664854049683 (0.20350664854049683) | > loss_disc_real_2: 0.1909613460302353 (0.1909613460302353) | > loss_disc_real_3: 0.2377081662416458 (0.2377081662416458) | > loss_disc_real_4: 0.23160120844841003 (0.23160120844841003) | > loss_disc_real_5: 0.23046931624412537 (0.23046931624412537) | > loss_0: 2.2392358779907227 (2.2392358779907227) | > loss_gen: 2.8929367065429688 (2.8929367065429688) | > loss_kl: 2.024779796600342 (2.024779796600342) | > loss_feat: 8.635313987731934 (8.635313987731934) | > loss_mel: 14.904704093933105 (14.904704093933105) | > loss_duration: 1.779966115951538 (1.779966115951538) | > loss_1: 30.237699508666992 (30.237699508666992)  --> STEP: 2 | > loss_disc: 2.3530020713806152 (2.296118974685669) | > loss_disc_real_0: 0.17276260256767273 (0.16262055188417435) | > loss_disc_real_1: 0.18423976004123688 (0.19387320429086685) | > loss_disc_real_2: 0.18133988976478577 (0.18615061789751053) | > loss_disc_real_3: 0.2420528382062912 (0.2398805022239685) | > loss_disc_real_4: 0.24103420972824097 (0.2363177090883255) | > loss_disc_real_5: 0.22461211681365967 (0.22754071652889252) | > loss_0: 2.3530020713806152 (2.296118974685669) | > loss_gen: 2.6037373542785645 (2.7483370304107666) | > loss_kl: 1.9628937244415283 (1.993836760520935) | > loss_feat: 6.8975653648376465 (7.76643967628479) | > loss_mel: 12.440462112426758 (13.672583103179932) | > loss_duration: 1.808003306388855 (1.7939847111701965) | > loss_1: 25.712661743164062 (27.975180625915527)  --> STEP: 3 | > loss_disc: 2.2579658031463623 (2.2834012508392334) | > loss_disc_real_0: 0.17099036276340485 (0.16541048884391785) | > loss_disc_real_1: 0.1906602382659912 (0.1928022156159083) | > loss_disc_real_2: 0.19204215705394745 (0.1881144642829895) | > loss_disc_real_3: 0.21052882075309753 (0.23009660840034485) | > loss_disc_real_4: 0.23529644310474396 (0.2359772870937983) | > loss_disc_real_5: 0.21206356585025787 (0.22238166630268097) | > loss_0: 2.2579658031463623 (2.2834012508392334) | > loss_gen: 2.7253098487854004 (2.740661303202311) | > loss_kl: 2.0060346126556396 (1.9979027112325032) | > loss_feat: 7.756535053253174 (7.763138135274251) | > loss_mel: 13.583606719970703 (13.642924308776855) | > loss_duration: 1.8025217056274414 (1.796830375989278) | > loss_1: 27.874008178710938 (27.941456476847332)  --> STEP: 4 | > loss_disc: 2.252389669418335 (2.275648355484009) | > loss_disc_real_0: 0.16505974531173706 (0.16532280296087265) | > loss_disc_real_1: 0.18533937633037567 (0.19093650579452515) | > loss_disc_real_2: 0.17999200522899628 (0.1860838495194912) | > loss_disc_real_3: 0.25003594160079956 (0.23508144170045853) | > loss_disc_real_4: 0.1988610029220581 (0.22669821605086327) | > loss_disc_real_5: 0.21371743083000183 (0.22021560743451118) | > loss_0: 2.252389669418335 (2.275648355484009) | > loss_gen: 2.8113179206848145 (2.758325457572937) | > loss_kl: 1.9225314855575562 (1.9790599048137665) | > loss_feat: 7.921761512756348 (7.802793979644775) | > loss_mel: 13.315555572509766 (13.561082124710083) | > loss_duration: 1.7440152168273926 (1.7836265861988068) | > loss_1: 27.715179443359375 (27.884887218475342) --> EVAL PERFORMANCE | > avg_loader_time: 0.2918027639389038 (+0.005101144313812256) | > avg_loss_disc: 2.275648355484009 (+0.024318397045135498) | > avg_loss_disc_real_0: 0.16532280296087265 (-0.034132592380046844) | > avg_loss_disc_real_1: 0.19093650579452515 (-0.0059393420815467834) | > avg_loss_disc_real_2: 0.1860838495194912 (-0.03712170943617821) | > avg_loss_disc_real_3: 0.23508144170045853 (-0.011124122887849808) | > avg_loss_disc_real_4: 0.22669821605086327 (+0.0073715075850486755) | > avg_loss_disc_real_5: 0.22021560743451118 (-0.013256963342428207) | > avg_loss_0: 2.275648355484009 (+0.024318397045135498) | > avg_loss_gen: 2.758325457572937 (-0.1978185772895813) | > avg_loss_kl: 1.9790599048137665 (+0.1191922128200531) | > avg_loss_feat: 7.802793979644775 (-0.5969948768615723) | > avg_loss_mel: 13.561082124710083 (-0.8032712936401367) | > avg_loss_duration: 1.7836265861988068 (+0.001599341630935669) | > avg_loss_1: 27.884887218475342 (-1.4772934913635254)  > EPOCH: 151/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 16:04:15)   --> TIME: 2025-05-09 16:04:28 -- STEP: 12/725 -- GLOBAL_STEP: 155350 | > loss_disc: 2.1168534755706787 (2.185193757216136) | > loss_disc_real_0: 0.13437919318675995 (0.13175679122408232) | > loss_disc_real_1: 0.18773290514945984 (0.1930433710416158) | > loss_disc_real_2: 0.18413861095905304 (0.18365047002832094) | > loss_disc_real_3: 0.20160217583179474 (0.2071336954832077) | > loss_disc_real_4: 0.18264839053153992 (0.19563395157456398) | > loss_disc_real_5: 0.1842980682849884 (0.20323238149285316) | > loss_0: 2.1168534755706787 (2.185193757216136) | > grad_norm_0: tensor(23.3345, device='cuda:0') (tensor(30.8448, device='cuda:0')) | > loss_gen: 2.77451753616333 (2.7646049857139587) | > loss_kl: 1.760646104812622 (1.7038219968477886) | > loss_feat: 8.32983684539795 (8.145875930786131) | > loss_mel: 13.834001541137695 (13.583716233571371) | > loss_duration: 1.713472604751587 (1.6984818081061046) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.412473678588867 (27.89650058746338) | > grad_norm_1: tensor(699.0480, device='cuda:0') (tensor(754.4666, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8329 (0.8310010035832723) | > loader_time: 0.011 (0.010219335556030273)  --> TIME: 2025-05-09 16:05:12 -- STEP: 62/725 -- GLOBAL_STEP: 155400 | > loss_disc: 2.270059108734131 (2.186842710741105) | > loss_disc_real_0: 0.07186704128980637 (0.13305748314146063) | > loss_disc_real_1: 0.19744637608528137 (0.1942788348082573) | > loss_disc_real_2: 0.17772434651851654 (0.18485899606058676) | > loss_disc_real_3: 0.20888175070285797 (0.2034071280110267) | > loss_disc_real_4: 0.16341909766197205 (0.1972881380108095) | > loss_disc_real_5: 0.13810712099075317 (0.19794444667716182) | > loss_0: 2.270059108734131 (2.186842710741105) | > grad_norm_0: tensor(41.7624, device='cuda:0') (tensor(34.8615, device='cuda:0')) | > loss_gen: 2.9853718280792236 (2.8152024553668125) | > loss_kl: 1.6888221502304077 (1.7374225854873657) | > loss_feat: 9.0177001953125 (8.437163829803467) | > loss_mel: 15.324647903442383 (13.650884935932774) | > loss_duration: 1.731998085975647 (1.6910759691269166) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.7485408782959 (28.331749731494533) | > grad_norm_1: tensor(1049.0248, device='cuda:0') (tensor(734.3608, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8338 (0.8589295456486363) | > loader_time: 0.0099 (0.010339540819967947)  --> TIME: 2025-05-09 16:05:54 -- STEP: 112/725 -- GLOBAL_STEP: 155450 | > loss_disc: 2.0876431465148926 (2.1983585517321305) | > loss_disc_real_0: 0.1574576199054718 (0.13778996447633407) | > loss_disc_real_1: 0.17873647809028625 (0.19467409740069083) | > loss_disc_real_2: 0.20761962234973907 (0.18606996403208795) | > loss_disc_real_3: 0.18823745846748352 (0.20385985621916397) | > loss_disc_real_4: 0.21873821318149567 (0.19773564447781866) | > loss_disc_real_5: 0.18220989406108856 (0.20027600774275406) | > loss_0: 2.0876431465148926 (2.1983585517321305) | > grad_norm_0: tensor(41.0380, device='cuda:0') (tensor(33.7346, device='cuda:0')) | > loss_gen: 3.039106607437134 (2.794780765260969) | > loss_kl: 1.6929469108581543 (1.720306777528354) | > loss_feat: 9.050114631652832 (8.35396421807153) | > loss_mel: 14.70348072052002 (13.664574205875397) | > loss_duration: 1.6978317499160767 (1.6945866463439805) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.18347930908203 (28.228212543896266) | > grad_norm_1: tensor(1053.8092, device='cuda:0') (tensor(702.0436, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8198 (0.8502483006034579) | > loader_time: 0.0096 (0.010251377310071669)  --> TIME: 2025-05-09 16:06:37 -- STEP: 162/725 -- GLOBAL_STEP: 155500 | > loss_disc: 2.170747756958008 (2.201808045675725) | > loss_disc_real_0: 0.12431827932596207 (0.13817830199812656) | > loss_disc_real_1: 0.20558689534664154 (0.194367455203592) | > loss_disc_real_2: 0.18058086931705475 (0.18648497990252058) | > loss_disc_real_3: 0.18873007595539093 (0.20379483157101963) | > loss_disc_real_4: 0.18851764500141144 (0.19809100160628185) | > loss_disc_real_5: 0.1808421015739441 (0.20084643336357894) | > loss_0: 2.170747756958008 (2.201808045675725) | > grad_norm_0: tensor(27.6980, device='cuda:0') (tensor(33.3477, device='cuda:0')) | > loss_gen: 2.8500118255615234 (2.786829484833611) | > loss_kl: 1.7150366306304932 (1.733959918404803) | > loss_feat: 8.29410171508789 (8.334831479154985) | > loss_mel: 13.915359497070312 (13.598317281699472) | > loss_duration: 1.650141716003418 (1.6945236317905374) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.424652099609375 (28.14846168329687) | > grad_norm_1: tensor(820.3353, device='cuda:0') (tensor(704.1556, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8385 (0.8462687598334419) | > loader_time: 0.0094 (0.010216871897379555)  --> TIME: 2025-05-09 16:07:20 -- STEP: 212/725 -- GLOBAL_STEP: 155550 | > loss_disc: 2.5665035247802734 (2.2050774125558035) | > loss_disc_real_0: 0.1880265772342682 (0.13850556342106937) | > loss_disc_real_1: 0.2300141304731369 (0.19424570042569678) | > loss_disc_real_2: 0.22512947022914886 (0.1870643471209508) | > loss_disc_real_3: 0.25883662700653076 (0.2041130884778949) | > loss_disc_real_4: 0.19139985740184784 (0.19828717860410794) | > loss_disc_real_5: 0.22999291121959686 (0.2016803172399413) | > loss_0: 2.5665035247802734 (2.2050774125558035) | > grad_norm_0: tensor(33.6691, device='cuda:0') (tensor(33.3225, device='cuda:0')) | > loss_gen: 2.226227045059204 (2.7805125612132966) | > loss_kl: 1.7051523923873901 (1.7404065874387633) | > loss_feat: 5.278517723083496 (8.28965002410817) | > loss_mel: 9.359355926513672 (13.499923872497844) | > loss_duration: 1.6971619129180908 (1.694573011600746) | > amp_scaler: 128.0 (128.0) | > loss_1: 20.266414642333984 (28.005065953956464) | > grad_norm_1: tensor(445.6547, device='cuda:0') (tensor(697.7658, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.831 (0.8451019086927738) | > loader_time: 0.0097 (0.010210954918051662)  --> TIME: 2025-05-09 16:08:02 -- STEP: 262/725 -- GLOBAL_STEP: 155600 | > loss_disc: 2.1836330890655518 (2.2082824120084754) | > loss_disc_real_0: 0.1193576455116272 (0.13954688119524308) | > loss_disc_real_1: 0.24172936379909515 (0.19421848023438268) | > loss_disc_real_2: 0.20134685933589935 (0.18702667792334812) | > loss_disc_real_3: 0.1905662715435028 (0.20435500355394737) | > loss_disc_real_4: 0.2018917053937912 (0.19872943835176582) | > loss_disc_real_5: 0.2000705599784851 (0.20148627829688195) | > loss_0: 2.1836330890655518 (2.2082824120084754) | > grad_norm_0: tensor(35.6582, device='cuda:0') (tensor(33.9757, device='cuda:0')) | > loss_gen: 3.003952741622925 (2.7838209476179756) | > loss_kl: 1.9004322290420532 (1.7430602107339233) | > loss_feat: 7.937035083770752 (8.28006451912509) | > loss_mel: 12.978918075561523 (13.465381709673931) | > loss_duration: 1.6751747131347656 (1.6956477115172464) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.495512008666992 (27.967974983098856) | > grad_norm_1: tensor(867.5147, device='cuda:0') (tensor(693.6064, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8708 (0.844173071038632) | > loader_time: 0.01 (0.010187417496251693)  --> TIME: 2025-05-09 16:08:45 -- STEP: 312/725 -- GLOBAL_STEP: 155650 | > loss_disc: 2.244847297668457 (2.2081480297522695) | > loss_disc_real_0: 0.18431493639945984 (0.1384042447241835) | > loss_disc_real_1: 0.21401339769363403 (0.1947688012359998) | > loss_disc_real_2: 0.20861440896987915 (0.18760568944689554) | > loss_disc_real_3: 0.19713076949119568 (0.2044921672592559) | > loss_disc_real_4: 0.20158088207244873 (0.1987126678323898) | > loss_disc_real_5: 0.19171209633350372 (0.2018723688446559) | > loss_0: 2.244847297668457 (2.2081480297522695) | > grad_norm_0: tensor(34.0109, device='cuda:0') (tensor(33.8344, device='cuda:0')) | > loss_gen: 2.696079730987549 (2.7790283002914538) | > loss_kl: 1.7440180778503418 (1.7442055745766714) | > loss_feat: 7.626393795013428 (8.27801984548569) | > loss_mel: 12.634368896484375 (13.452048662381294) | > loss_duration: 1.6931010484695435 (1.6953294686017888) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.39396095275879 (27.948631726778476) | > grad_norm_1: tensor(719.4966, device='cuda:0') (tensor(690.2299, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8296 (0.8429157932599386) | > loader_time: 0.0103 (0.010116514487144271)  --> TIME: 2025-05-09 16:09:28 -- STEP: 362/725 -- GLOBAL_STEP: 155700 | > loss_disc: 2.1356964111328125 (2.209363491824979) | > loss_disc_real_0: 0.10182196646928787 (0.1379375788511822) | > loss_disc_real_1: 0.19747720658779144 (0.1949514822406663) | > loss_disc_real_2: 0.23406393826007843 (0.18797467665448364) | > loss_disc_real_3: 0.19791553914546967 (0.20481333935129037) | > loss_disc_real_4: 0.18170471489429474 (0.19871565773671498) | > loss_disc_real_5: 0.18597736954689026 (0.2022716810525452) | > loss_0: 2.1356964111328125 (2.209363491824979) | > grad_norm_0: tensor(16.0944, device='cuda:0') (tensor(34.0806, device='cuda:0')) | > loss_gen: 2.980515241622925 (2.7788489852820986) | > loss_kl: 1.9862942695617676 (1.7464815516498207) | > loss_feat: 9.588067054748535 (8.268290676464693) | > loss_mel: 14.88283634185791 (13.441985206709383) | > loss_duration: 1.6559042930603027 (1.6943860933266948) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.093618392944336 (27.92999235964612) | > grad_norm_1: tensor(946.7258, device='cuda:0') (tensor(699.3049, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8368 (0.8426381810594) | > loader_time: 0.0102 (0.010118843442168679)  --> TIME: 2025-05-09 16:10:10 -- STEP: 412/725 -- GLOBAL_STEP: 155750 | > loss_disc: 2.2595348358154297 (2.2108253515461116) | > loss_disc_real_0: 0.09068742394447327 (0.1389642968339827) | > loss_disc_real_1: 0.2226896435022354 (0.19493548615464884) | > loss_disc_real_2: 0.199008509516716 (0.18817187332123222) | > loss_disc_real_3: 0.2247307002544403 (0.20484492822902864) | > loss_disc_real_4: 0.21677128970623016 (0.19853136388277542) | > loss_disc_real_5: 0.18599103391170502 (0.20178693142330767) | > loss_0: 2.2595348358154297 (2.2108253515461116) | > grad_norm_0: tensor(29.1203, device='cuda:0') (tensor(34.4710, device='cuda:0')) | > loss_gen: 2.6546287536621094 (2.7776984688147768) | > loss_kl: 1.9051789045333862 (1.7469623734071418) | > loss_feat: 8.221475601196289 (8.253771743728128) | > loss_mel: 12.930450439453125 (13.433200590818831) | > loss_duration: 1.701420783996582 (1.6950535918902423) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.41315460205078 (27.90668663932282) | > grad_norm_1: tensor(631.2416, device='cuda:0') (tensor(700.8029, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8377 (0.8420686889620661) | > loader_time: 0.0095 (0.010084413787693647)  --> TIME: 2025-05-09 16:10:53 -- STEP: 462/725 -- GLOBAL_STEP: 155800 | > loss_disc: 2.2897701263427734 (2.210982688835688) | > loss_disc_real_0: 0.11464278399944305 (0.13876556280951993) | > loss_disc_real_1: 0.19193564355373383 (0.19482448464864258) | > loss_disc_real_2: 0.20193588733673096 (0.18833373612784715) | > loss_disc_real_3: 0.20666134357452393 (0.2048993618328333) | > loss_disc_real_4: 0.16896484792232513 (0.19843226638965272) | > loss_disc_real_5: 0.21624454855918884 (0.20222962996015303) | > loss_0: 2.2897701263427734 (2.210982688835688) | > grad_norm_0: tensor(48.6856, device='cuda:0') (tensor(33.8133, device='cuda:0')) | > loss_gen: 2.6218037605285645 (2.7764318526049205) | > loss_kl: 1.6866103410720825 (1.743720788718302) | > loss_feat: 7.926661014556885 (8.26129649211835) | > loss_mel: 13.840066909790039 (13.423771918078005) | > loss_duration: 1.7271314859390259 (1.6949516248393366) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.80227279663086 (27.900172547344525) | > grad_norm_1: tensor(851.7902, device='cuda:0') (tensor(698.4077, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.7905 (0.8418357418729113) | > loader_time: 0.0095 (0.010067364870211773)  --> TIME: 2025-05-09 16:11:36 -- STEP: 512/725 -- GLOBAL_STEP: 155850 | > loss_disc: 2.0164241790771484 (2.210950489854439) | > loss_disc_real_0: 0.10229913145303726 (0.13890827131399416) | > loss_disc_real_1: 0.2045549601316452 (0.19475017412332815) | > loss_disc_real_2: 0.23226867616176605 (0.188321554189315) | > loss_disc_real_3: 0.20299780368804932 (0.20485029212431974) | > loss_disc_real_4: 0.18658028542995453 (0.1984724232170265) | > loss_disc_real_5: 0.1986023485660553 (0.20232567947823557) | > loss_0: 2.0164241790771484 (2.210950489854439) | > grad_norm_0: tensor(18.5848, device='cuda:0') (tensor(34.0391, device='cuda:0')) | > loss_gen: 3.070624589920044 (2.775964890141041) | > loss_kl: 1.8275388479232788 (1.7396151144057512) | > loss_feat: 9.064956665039062 (8.250612701289366) | > loss_mel: 13.368456840515137 (13.413978215306997) | > loss_duration: 1.6538288593292236 (1.6953925862908361) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.98540687561035 (27.87556338682771) | > grad_norm_1: tensor(697.9276, device='cuda:0') (tensor(701.4009, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8455 (0.8424500087276101) | > loader_time: 0.0094 (0.010099338367581362)  --> TIME: 2025-05-09 16:12:19 -- STEP: 562/725 -- GLOBAL_STEP: 155900 | > loss_disc: 2.0864481925964355 (2.2100260425292717) | > loss_disc_real_0: 0.1451583206653595 (0.1387272191588564) | > loss_disc_real_1: 0.17507050931453705 (0.19459974033976776) | > loss_disc_real_2: 0.17805135250091553 (0.18843052236635066) | > loss_disc_real_3: 0.22530825436115265 (0.20477181442373577) | > loss_disc_real_4: 0.16786204278469086 (0.19816705884140157) | > loss_disc_real_5: 0.15350116789340973 (0.20219779597906884) | > loss_0: 2.0864481925964355 (2.2100260425292717) | > grad_norm_0: tensor(35.8020, device='cuda:0') (tensor(34.4064, device='cuda:0')) | > loss_gen: 2.939953088760376 (2.7769433399960666) | > loss_kl: 1.713677167892456 (1.7395394211137851) | > loss_feat: 8.64824390411377 (8.251320836382838) | > loss_mel: 13.26646900177002 (13.404892168011104) | > loss_duration: 1.6495790481567383 (1.6952821474482578) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.21792221069336 (27.867977800742587) | > grad_norm_1: tensor(731.0494, device='cuda:0') (tensor(709.3109, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8777 (0.842404921708158) | > loader_time: 0.0098 (0.010106843561464351)  --> TIME: 2025-05-09 16:13:02 -- STEP: 612/725 -- GLOBAL_STEP: 155950 | > loss_disc: 2.239431858062744 (2.2094749833633687) | > loss_disc_real_0: 0.11295796185731888 (0.13877029709664035) | > loss_disc_real_1: 0.17913150787353516 (0.19454607742479418) | > loss_disc_real_2: 0.1790839284658432 (0.18863692828545375) | > loss_disc_real_3: 0.204532653093338 (0.20478659807369595) | > loss_disc_real_4: 0.1862708479166031 (0.198289596980888) | > loss_disc_real_5: 0.17248861491680145 (0.20179203525185596) | > loss_0: 2.239431858062744 (2.2094749833633687) | > grad_norm_0: tensor(26.2094, device='cuda:0') (tensor(34.4789, device='cuda:0')) | > loss_gen: 2.6104536056518555 (2.7799577888320472) | > loss_kl: 1.5973467826843262 (1.7362480512241916) | > loss_feat: 8.125091552734375 (8.25510565361946) | > loss_mel: 13.91244125366211 (13.404593191894822) | > loss_duration: 1.6249502897262573 (1.6948535888413199) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.870285034179688 (27.87075816572102) | > grad_norm_1: tensor(210.1222, device='cuda:0') (tensor(707.0324, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8014 (0.8426039869489236) | > loader_time: 0.0097 (0.010090546670302845)  --> TIME: 2025-05-09 16:13:45 -- STEP: 662/725 -- GLOBAL_STEP: 156000 | > loss_disc: 2.2642316818237305 (2.210629447169174) | > loss_disc_real_0: 0.14502832293510437 (0.13879854300726216) | > loss_disc_real_1: 0.20085889101028442 (0.1947159507618569) | > loss_disc_real_2: 0.19789256155490875 (0.18854454339811083) | > loss_disc_real_3: 0.20787425339221954 (0.20479794814507402) | > loss_disc_real_4: 0.20862004160881042 (0.19850357937038476) | > loss_disc_real_5: 0.2300652712583542 (0.2020518538229776) | > loss_0: 2.2642316818237305 (2.210629447169174) | > grad_norm_0: tensor(25.7763, device='cuda:0') (tensor(34.1720, device='cuda:0')) | > loss_gen: 2.7865850925445557 (2.777524945599075) | > loss_kl: 1.8121531009674072 (1.7365074011854538) | > loss_feat: 7.661693572998047 (8.249873807423068) | > loss_mel: 13.211954116821289 (13.400039553282117) | > loss_duration: 1.6990201473236084 (1.6953020067013282) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.171405792236328 (27.859247599483616) | > grad_norm_1: tensor(855.6074, device='cuda:0') (tensor(708.8670, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8665 (0.842140053694342) | > loader_time: 0.0101 (0.010087186116106199) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_156000.pth  --> TIME: 2025-05-09 16:14:30 -- STEP: 712/725 -- GLOBAL_STEP: 156050 | > loss_disc: 2.2767512798309326 (2.2098814994096774) | > loss_disc_real_0: 0.1360340565443039 (0.1391285761374603) | > loss_disc_real_1: 0.22079768776893616 (0.1946258064819855) | > loss_disc_real_2: 0.19773857295513153 (0.18843104282205686) | > loss_disc_real_3: 0.1843414604663849 (0.20469410997930534) | > loss_disc_real_4: 0.19131158292293549 (0.198560948033681) | > loss_disc_real_5: 0.16667234897613525 (0.2016344257954802) | > loss_0: 2.2767512798309326 (2.2098814994096774) | > grad_norm_0: tensor(16.6085, device='cuda:0') (tensor(34.6741, device='cuda:0')) | > loss_gen: 2.684385061264038 (2.7805972079212764) | > loss_kl: 1.8847707509994507 (1.7366820212160607) | > loss_feat: 7.217068195343018 (8.268506650174606) | > loss_mel: 12.538315773010254 (13.427907540557083) | > loss_duration: 1.6993193626403809 (1.6948021491256993) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.023860931396484 (27.908495458324303) | > grad_norm_1: tensor(374.7822, device='cuda:0') (tensor(713.4750, device='cuda:0')) | > current_lr_0: 0.00019626017192066886 | > current_lr_1: 0.00019626017192066886 | > step_time: 0.8152 (0.8424901413113886) | > loader_time: 0.0095 (0.010077053911230533)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4509570598602295 (2.4509570598602295) | > loss_disc_real_0: 0.12925398349761963 (0.12925398349761963) | > loss_disc_real_1: 0.19903236627578735 (0.19903236627578735) | > loss_disc_real_2: 0.22213323414325714 (0.22213323414325714) | > loss_disc_real_3: 0.20679238438606262 (0.20679238438606262) | > loss_disc_real_4: 0.25907862186431885 (0.25907862186431885) | > loss_disc_real_5: 0.2434922158718109 (0.2434922158718109) | > loss_0: 2.4509570598602295 (2.4509570598602295) | > loss_gen: 2.3294007778167725 (2.3294007778167725) | > loss_kl: 1.9568066596984863 (1.9568066596984863) | > loss_feat: 6.419960021972656 (6.419960021972656) | > loss_mel: 11.49868106842041 (11.49868106842041) | > loss_duration: 1.6929442882537842 (1.6929442882537842) | > loss_1: 23.897790908813477 (23.897790908813477)  --> STEP: 1 | > loss_disc: 2.3600666522979736 (2.3600666522979736) | > loss_disc_real_0: 0.10246406495571136 (0.10246406495571136) | > loss_disc_real_1: 0.18383722007274628 (0.18383722007274628) | > loss_disc_real_2: 0.22613133490085602 (0.22613133490085602) | > loss_disc_real_3: 0.21676546335220337 (0.21676546335220337) | > loss_disc_real_4: 0.28215619921684265 (0.28215619921684265) | > loss_disc_real_5: 0.2323436737060547 (0.2323436737060547) | > loss_0: 2.3600666522979736 (2.3600666522979736) | > loss_gen: 2.490556478500366 (2.490556478500366) | > loss_kl: 1.942548155784607 (1.942548155784607) | > loss_feat: 7.7500810623168945 (7.7500810623168945) | > loss_mel: 13.020082473754883 (13.020082473754883) | > loss_duration: 1.7637168169021606 (1.7637168169021606) | > loss_1: 26.96698570251465 (26.96698570251465)  --> STEP: 2 | > loss_disc: 2.330319404602051 (2.345193028450012) | > loss_disc_real_0: 0.09668610990047455 (0.09957508742809296) | > loss_disc_real_1: 0.1689634770154953 (0.1764003485441208) | > loss_disc_real_2: 0.2094239890575409 (0.21777766197919846) | > loss_disc_real_3: 0.2196098417043686 (0.21818765252828598) | > loss_disc_real_4: 0.26202043890953064 (0.27208831906318665) | > loss_disc_real_5: 0.2646789848804474 (0.24851132929325104) | > loss_0: 2.330319404602051 (2.345193028450012) | > loss_gen: 2.5331289768218994 (2.511842727661133) | > loss_kl: 2.0211057662963867 (1.9818269610404968) | > loss_feat: 7.435337066650391 (7.592709064483643) | > loss_mel: 13.710119247436523 (13.365100860595703) | > loss_duration: 1.834342360496521 (1.7990295886993408) | > loss_1: 27.534032821655273 (27.25050926208496)  --> STEP: 3 | > loss_disc: 2.321009635925293 (2.337131897608439) | > loss_disc_real_0: 0.10255633294582367 (0.10056883593400319) | > loss_disc_real_1: 0.1793186515569687 (0.1773731162150701) | > loss_disc_real_2: 0.19714711606502533 (0.21090081334114075) | > loss_disc_real_3: 0.20111356675624847 (0.21249629060427347) | > loss_disc_real_4: 0.2611479163169861 (0.26844151814778644) | > loss_disc_real_5: 0.23897793889045715 (0.24533353249231973) | > loss_0: 2.321009635925293 (2.337131897608439) | > loss_gen: 2.4592251777648926 (2.494303544362386) | > loss_kl: 2.0484161376953125 (2.0040233532587686) | > loss_feat: 8.337138175964355 (7.84085210164388) | > loss_mel: 13.492646217346191 (13.407615979512533) | > loss_duration: 1.7947607040405273 (1.797606627146403) | > loss_1: 28.132186889648438 (27.54440180460612)  --> STEP: 4 | > loss_disc: 2.2329893112182617 (2.3110962510108948) | > loss_disc_real_0: 0.11438321322202682 (0.1040224302560091) | > loss_disc_real_1: 0.19458399713039398 (0.18167583644390106) | > loss_disc_real_2: 0.19030259549617767 (0.20575125887989998) | > loss_disc_real_3: 0.19311444461345673 (0.2076508291065693) | > loss_disc_real_4: 0.2725814878940582 (0.2694765105843544) | > loss_disc_real_5: 0.2271459549665451 (0.24078663811087608) | > loss_0: 2.2329893112182617 (2.3110962510108948) | > loss_gen: 2.651667594909668 (2.5336445569992065) | > loss_kl: 1.7246296405792236 (1.9341749250888824) | > loss_feat: 8.4791259765625 (8.000420570373535) | > loss_mel: 12.58064079284668 (13.20087218284607) | > loss_duration: 1.743412971496582 (1.7840582132339478) | > loss_1: 27.17947769165039 (27.453170776367188) --> EVAL PERFORMANCE | > avg_loader_time: 0.28596872091293335 (-0.005834043025970459) | > avg_loss_disc: 2.3110962510108948 (+0.035447895526885986) | > avg_loss_disc_real_0: 0.1040224302560091 (-0.06130037270486355) | > avg_loss_disc_real_1: 0.18167583644390106 (-0.009260669350624084) | > avg_loss_disc_real_2: 0.20575125887989998 (+0.019667409360408783) | > avg_loss_disc_real_3: 0.2076508291065693 (-0.027430612593889236) | > avg_loss_disc_real_4: 0.2694765105843544 (+0.042778294533491135) | > avg_loss_disc_real_5: 0.24078663811087608 (+0.0205710306763649) | > avg_loss_0: 2.3110962510108948 (+0.035447895526885986) | > avg_loss_gen: 2.5336445569992065 (-0.22468090057373047) | > avg_loss_kl: 1.9341749250888824 (-0.04488497972488403) | > avg_loss_feat: 8.000420570373535 (+0.19762659072875977) | > avg_loss_mel: 13.20087218284607 (-0.36020994186401367) | > avg_loss_duration: 1.7840582132339478 (+0.0004316270351409912) | > avg_loss_1: 27.453170776367188 (-0.4317164421081543)  > EPOCH: 152/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 16:14:48)   --> TIME: 2025-05-09 16:15:21 -- STEP: 37/725 -- GLOBAL_STEP: 156100 | > loss_disc: 2.1568384170532227 (2.1677089381862333) | > loss_disc_real_0: 0.141781285405159 (0.13462160708936485) | > loss_disc_real_1: 0.18770845234394073 (0.1895157940484382) | > loss_disc_real_2: 0.16035138070583344 (0.18468355246492335) | > loss_disc_real_3: 0.18848730623722076 (0.20200219669857544) | > loss_disc_real_4: 0.1920519918203354 (0.19587333782299146) | > loss_disc_real_5: 0.17415232956409454 (0.20231296806722074) | > loss_0: 2.1568384170532227 (2.1677089381862333) | > grad_norm_0: tensor(35.0717, device='cuda:0') (tensor(33.1435, device='cuda:0')) | > loss_gen: 2.8790664672851562 (2.82890001503197) | > loss_kl: 1.6806142330169678 (1.7508729825148712) | > loss_feat: 9.094977378845215 (8.567055521784603) | > loss_mel: 13.313353538513184 (13.792270351100612) | > loss_duration: 1.6737239360809326 (1.6904183658393654) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.641735076904297 (28.629517271712018) | > grad_norm_1: tensor(874.8330, device='cuda:0') (tensor(704.3332, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.86 (0.8435304873698467) | > loader_time: 0.0105 (0.010141340461937157)  --> TIME: 2025-05-09 16:16:04 -- STEP: 87/725 -- GLOBAL_STEP: 156150 | > loss_disc: 2.2985951900482178 (2.1980180808867527) | > loss_disc_real_0: 0.13804544508457184 (0.13662307118547373) | > loss_disc_real_1: 0.19056639075279236 (0.1919506829360436) | > loss_disc_real_2: 0.16124111413955688 (0.18693910693300186) | > loss_disc_real_3: 0.19438709318637848 (0.20474495267731024) | > loss_disc_real_4: 0.18480245769023895 (0.19703860238365745) | > loss_disc_real_5: 0.21729260683059692 (0.20501598150565706) | > loss_0: 2.2985951900482178 (2.1980180808867527) | > grad_norm_0: tensor(37.1824, device='cuda:0') (tensor(33.7429, device='cuda:0')) | > loss_gen: 2.526644468307495 (2.7935796907578405) | > loss_kl: 1.8508025407791138 (1.7533248060051052) | > loss_feat: 7.811394691467285 (8.392820769342885) | > loss_mel: 13.411200523376465 (13.561669766217813) | > loss_duration: 1.6696611642837524 (1.6955662335472546) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.269702911376953 (28.19696115077227) | > grad_norm_1: tensor(152.8558, device='cuda:0') (tensor(762.8093, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8185 (0.846335783772085) | > loader_time: 0.0102 (0.010215794903108444)  --> TIME: 2025-05-09 16:16:48 -- STEP: 137/725 -- GLOBAL_STEP: 156200 | > loss_disc: 2.2354178428649902 (2.2022597224172884) | > loss_disc_real_0: 0.12293845415115356 (0.13771810224891576) | > loss_disc_real_1: 0.18310761451721191 (0.19261094742882862) | > loss_disc_real_2: 0.1873408555984497 (0.18736278445181187) | > loss_disc_real_3: 0.21848630905151367 (0.20478073904549124) | > loss_disc_real_4: 0.18546083569526672 (0.1979733273713258) | > loss_disc_real_5: 0.16150805354118347 (0.20223816380883655) | > loss_0: 2.2354178428649902 (2.2022597224172884) | > grad_norm_0: tensor(33.0676, device='cuda:0') (tensor(34.7671, device='cuda:0')) | > loss_gen: 2.883402109146118 (2.7938062692210632) | > loss_kl: 1.6167863607406616 (1.7384864048366129) | > loss_feat: 8.020472526550293 (8.365887808973778) | > loss_mel: 12.286358833312988 (13.503598080934399) | > loss_duration: 1.6908401250839233 (1.6975572431174508) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.497859954833984 (28.099335760965836) | > grad_norm_1: tensor(733.2798, device='cuda:0') (tensor(750.1091, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.819 (0.8478718169414214) | > loader_time: 0.0089 (0.010047103366712584)  --> TIME: 2025-05-09 16:17:31 -- STEP: 187/725 -- GLOBAL_STEP: 156250 | > loss_disc: 2.363874673843384 (2.208120905141779) | > loss_disc_real_0: 0.16040213406085968 (0.13865379423381163) | > loss_disc_real_1: 0.21239595115184784 (0.19333751164974383) | > loss_disc_real_2: 0.20342817902565002 (0.18820712918584998) | > loss_disc_real_3: 0.20671480894088745 (0.20534865374871117) | > loss_disc_real_4: 0.19358143210411072 (0.19879990090979607) | > loss_disc_real_5: 0.21107934415340424 (0.20203601875725907) | > loss_0: 2.363874673843384 (2.208120905141779) | > grad_norm_0: tensor(19.7247, device='cuda:0') (tensor(34.3704, device='cuda:0')) | > loss_gen: 2.37153697013855 (2.782666657697708) | > loss_kl: 1.6150192022323608 (1.7326131631983792) | > loss_feat: 6.1382317543029785 (8.28868064523382) | > loss_mel: 9.565850257873535 (13.377510417591441) | > loss_duration: 1.7301177978515625 (1.6993481832392074) | > amp_scaler: 128.0 (128.0) | > loss_1: 21.42075538635254 (27.880819004487225) | > grad_norm_1: tensor(694.0737, device='cuda:0') (tensor(741.1997, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.855 (0.850439180027355) | > loader_time: 0.0114 (0.010028867160572724)  --> TIME: 2025-05-09 16:18:14 -- STEP: 237/725 -- GLOBAL_STEP: 156300 | > loss_disc: 2.067397117614746 (2.206116297577) | > loss_disc_real_0: 0.0975445955991745 (0.1381682070750224) | > loss_disc_real_1: 0.17647908627986908 (0.1935498310166573) | > loss_disc_real_2: 0.18038824200630188 (0.1877731745001636) | > loss_disc_real_3: 0.22761599719524384 (0.20526646863559128) | > loss_disc_real_4: 0.18938322365283966 (0.19880361559521798) | > loss_disc_real_5: 0.1929401308298111 (0.20253005472919602) | > loss_0: 2.067397117614746 (2.206116297577) | > grad_norm_0: tensor(31.2496, device='cuda:0') (tensor(34.4916, device='cuda:0')) | > loss_gen: 2.9512112140655518 (2.782465440814505) | > loss_kl: 1.8150286674499512 (1.7401004712792891) | > loss_feat: 9.155187606811523 (8.282116564014293) | > loss_mel: 14.553345680236816 (13.36212654355206) | > loss_duration: 1.6756794452667236 (1.6992701654192768) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.150455474853516 (27.866079169486646) | > grad_norm_1: tensor(866.8014, device='cuda:0') (tensor(744.8467, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8183 (0.850144272615135) | > loader_time: 0.009 (0.010017968431303773)  --> TIME: 2025-05-09 16:18:57 -- STEP: 287/725 -- GLOBAL_STEP: 156350 | > loss_disc: 2.3314132690429688 (2.2078662446151616) | > loss_disc_real_0: 0.1364026516675949 (0.13854471194307974) | > loss_disc_real_1: 0.19424709677696228 (0.19351879920070603) | > loss_disc_real_2: 0.2017781287431717 (0.1878509709436304) | > loss_disc_real_3: 0.20751425623893738 (0.2053114517432888) | > loss_disc_real_4: 0.18722514808177948 (0.1984132571399004) | > loss_disc_real_5: 0.18511046469211578 (0.20231903175651403) | > loss_0: 2.3314132690429688 (2.2078662446151616) | > grad_norm_0: tensor(39.7566, device='cuda:0') (tensor(34.9531, device='cuda:0')) | > loss_gen: 2.6946167945861816 (2.778517767112014) | > loss_kl: 1.789637804031372 (1.7362005602607329) | > loss_feat: 7.760732173919678 (8.262714728245754) | > loss_mel: 12.824870109558105 (13.34766632837701) | > loss_duration: 1.725282907485962 (1.6996085830681824) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.79513931274414 (27.824707961663965) | > grad_norm_1: tensor(602.5651, device='cuda:0') (tensor(735.5223, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8097 (0.8481254527793117) | > loader_time: 0.0097 (0.010015551636858685)  --> TIME: 2025-05-09 16:19:40 -- STEP: 337/725 -- GLOBAL_STEP: 156400 | > loss_disc: 2.291133165359497 (2.2086780067721166) | > loss_disc_real_0: 0.1194874718785286 (0.13812751526383327) | > loss_disc_real_1: 0.1960894763469696 (0.19360740146757233) | > loss_disc_real_2: 0.1634051501750946 (0.18771773806665343) | > loss_disc_real_3: 0.19939084351062775 (0.20522116708295643) | > loss_disc_real_4: 0.22159326076507568 (0.19835438510784406) | > loss_disc_real_5: 0.20358693599700928 (0.2036520539829922) | > loss_0: 2.291133165359497 (2.2086780067721166) | > grad_norm_0: tensor(19.0663, device='cuda:0') (tensor(34.1668, device='cuda:0')) | > loss_gen: 2.6103596687316895 (2.7740279467947757) | > loss_kl: 1.825303077697754 (1.7368990423417587) | > loss_feat: 7.363168239593506 (8.251046998564503) | > loss_mel: 12.239897727966309 (13.327385293977551) | > loss_duration: 1.661183476448059 (1.6983494988534846) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.69991111755371 (27.787708831470162) | > grad_norm_1: tensor(650.3962, device='cuda:0') (tensor(735.0021, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8702 (0.8471621434129667) | > loader_time: 0.0111 (0.010018575792850308)  --> TIME: 2025-05-09 16:20:23 -- STEP: 387/725 -- GLOBAL_STEP: 156450 | > loss_disc: 2.233046770095825 (2.2080261969135084) | > loss_disc_real_0: 0.11002109199762344 (0.13785332810971168) | > loss_disc_real_1: 0.19069123268127441 (0.1937561784449782) | > loss_disc_real_2: 0.20116351544857025 (0.1878818776025328) | > loss_disc_real_3: 0.2341373860836029 (0.20542855433715412) | > loss_disc_real_4: 0.17315393686294556 (0.19818075143705655) | > loss_disc_real_5: 0.20268572866916656 (0.20326299799813163) | > loss_0: 2.233046770095825 (2.2080261969135084) | > grad_norm_0: tensor(23.9535, device='cuda:0') (tensor(34.0284, device='cuda:0')) | > loss_gen: 2.689631938934326 (2.7734876775618362) | > loss_kl: 1.582438588142395 (1.738986519880073) | > loss_feat: 8.06521987915039 (8.241459162660353) | > loss_mel: 13.854436874389648 (13.318909691901785) | > loss_duration: 1.765335202217102 (1.697774618479016) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.957061767578125 (27.770617714223935) | > grad_norm_1: tensor(133.5908, device='cuda:0') (tensor(730.8239, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8537 (0.8461663032995025) | > loader_time: 0.0102 (0.010013196511478077)  --> TIME: 2025-05-09 16:21:05 -- STEP: 437/725 -- GLOBAL_STEP: 156500 | > loss_disc: 2.0605902671813965 (2.2053267178328144) | > loss_disc_real_0: 0.09730163961648941 (0.13667703443792928) | > loss_disc_real_1: 0.1691465526819229 (0.19369948629792821) | > loss_disc_real_2: 0.2076677680015564 (0.18811776671447794) | > loss_disc_real_3: 0.21482127904891968 (0.2055972477323131) | > loss_disc_real_4: 0.19025172293186188 (0.19830553891729705) | > loss_disc_real_5: 0.20396500825881958 (0.20267067597305202) | > loss_0: 2.0605902671813965 (2.2053267178328144) | > grad_norm_0: tensor(25.6624, device='cuda:0') (tensor(33.7115, device='cuda:0')) | > loss_gen: 3.1544790267944336 (2.7803923358087954) | > loss_kl: 1.9237844944000244 (1.7371841810933513) | > loss_feat: 9.843067169189453 (8.277291433216503) | > loss_mel: 15.198370933532715 (13.342922909036108) | > loss_duration: 1.6470577716827393 (1.6971303442795702) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.766759872436523 (27.83492125853794) | > grad_norm_1: tensor(759.0447, device='cuda:0') (tensor(733.9894, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.9002 (0.8453355888480183) | > loader_time: 0.0096 (0.009997144716555249)  --> TIME: 2025-05-09 16:21:48 -- STEP: 487/725 -- GLOBAL_STEP: 156550 | > loss_disc: 2.3156771659851074 (2.2072658291587612) | > loss_disc_real_0: 0.1721341907978058 (0.1371494834856331) | > loss_disc_real_1: 0.21170368790626526 (0.19400744663371688) | > loss_disc_real_2: 0.19983267784118652 (0.18865370318997318) | > loss_disc_real_3: 0.189096599817276 (0.20527164849167737) | > loss_disc_real_4: 0.2025960385799408 (0.19827569351059207) | > loss_disc_real_5: 0.2093539834022522 (0.2027597103642732) | > loss_0: 2.3156771659851074 (2.2072658291587612) | > grad_norm_0: tensor(28.4085, device='cuda:0') (tensor(33.7399, device='cuda:0')) | > loss_gen: 2.5984482765197754 (2.7780958054246843) | > loss_kl: 1.5646885633468628 (1.7344867923666074) | > loss_feat: 6.741518497467041 (8.25890605895181) | > loss_mel: 11.349566459655762 (13.33719719019269) | > loss_duration: 1.6732659339904785 (1.6976459202580378) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.927486419677734 (27.806331822514778) | > grad_norm_1: tensor(661.4788, device='cuda:0') (tensor(731.6387, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8097 (0.8447299375671138) | > loader_time: 0.0099 (0.009975235075431682)  --> TIME: 2025-05-09 16:22:31 -- STEP: 537/725 -- GLOBAL_STEP: 156600 | > loss_disc: 2.026806592941284 (2.206858065985214) | > loss_disc_real_0: 0.08004453778266907 (0.13711393335955543) | > loss_disc_real_1: 0.17100776731967926 (0.194029563437849) | > loss_disc_real_2: 0.17935530841350555 (0.18878659125923883) | > loss_disc_real_3: 0.19218766689300537 (0.20518804786924547) | > loss_disc_real_4: 0.1817973405122757 (0.19813771581960565) | > loss_disc_real_5: 0.16897401213645935 (0.2028951039693875) | > loss_0: 2.026806592941284 (2.206858065985214) | > grad_norm_0: tensor(14.0904, device='cuda:0') (tensor(33.7743, device='cuda:0')) | > loss_gen: 2.9585776329040527 (2.778416676228273) | > loss_kl: 1.7952507734298706 (1.7339067137219164) | > loss_feat: 9.45661735534668 (8.263865811864754) | > loss_mel: 14.482186317443848 (13.347230382027794) | > loss_duration: 1.7436447143554688 (1.6980762379573484) | > amp_scaler: 128.0 (134.19739292364991) | > loss_1: 30.436277389526367 (27.821495858872623) | > grad_norm_1: tensor(612.0089, device='cuda:0') (tensor(729.1367, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8262 (0.8452637404258915) | > loader_time: 0.0091 (0.00997296081130953)  --> TIME: 2025-05-09 16:23:14 -- STEP: 587/725 -- GLOBAL_STEP: 156650 | > loss_disc: 2.3569891452789307 (2.20764999556176) | > loss_disc_real_0: 0.15721803903579712 (0.1374735500555631) | > loss_disc_real_1: 0.23183490335941315 (0.19406832383986833) | > loss_disc_real_2: 0.22285662591457367 (0.1889392125596382) | > loss_disc_real_3: 0.2097809761762619 (0.20508002648463247) | > loss_disc_real_4: 0.20414839684963226 (0.19803608210163995) | > loss_disc_real_5: 0.19882845878601074 (0.20314313171770948) | > loss_0: 2.3569891452789307 (2.20764999556176) | > grad_norm_0: tensor(13.3161, device='cuda:0') (tensor(33.8009, device='cuda:0')) | > loss_gen: 2.5454041957855225 (2.7793416067120162) | > loss_kl: 1.800803303718567 (1.7360907860062191) | > loss_feat: 7.077306270599365 (8.264206601976332) | > loss_mel: 12.318622589111328 (13.35555580405604) | > loss_duration: 1.6757932901382446 (1.6977028389805622) | > amp_scaler: 128.0 (133.6695059625212) | > loss_1: 25.41792869567871 (27.832897693172626) | > grad_norm_1: tensor(505.1048, device='cuda:0') (tensor(730.0258, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8441 (0.8447339664732174) | > loader_time: 0.0105 (0.009962991717726856)  --> TIME: 2025-05-09 16:23:57 -- STEP: 637/725 -- GLOBAL_STEP: 156700 | > loss_disc: 2.037357807159424 (2.2074110562236195) | > loss_disc_real_0: 0.1583244502544403 (0.13777061883985897) | > loss_disc_real_1: 0.1747010052204132 (0.19391684886799132) | > loss_disc_real_2: 0.20866252481937408 (0.1888960614168849) | > loss_disc_real_3: 0.19184057414531708 (0.20488381727336902) | > loss_disc_real_4: 0.16665256023406982 (0.19784128810958926) | > loss_disc_real_5: 0.15513063967227936 (0.20321052836099254) | > loss_0: 2.037357807159424 (2.2074110562236195) | > grad_norm_0: tensor(42.9366, device='cuda:0') (tensor(33.5744, device='cuda:0')) | > loss_gen: 3.111616373062134 (2.77792901558629) | > loss_kl: 1.7461613416671753 (1.7357097497353187) | > loss_feat: 9.782966613769531 (8.263871887602269) | > loss_mel: 14.210500717163086 (13.368239447685013) | > loss_duration: 1.6629900932312012 (1.697357026898131) | > amp_scaler: 128.0 (133.2244897959184) | > loss_1: 30.51423454284668 (27.843107175602455) | > grad_norm_1: tensor(950.7645, device='cuda:0') (tensor(727.0063, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8415 (0.8447199260795513) | > loader_time: 0.0095 (0.009945916231236243)  --> TIME: 2025-05-09 16:24:39 -- STEP: 687/725 -- GLOBAL_STEP: 156750 | > loss_disc: 2.2883870601654053 (2.2079224248119824) | > loss_disc_real_0: 0.1717143952846527 (0.13851913539733432) | > loss_disc_real_1: 0.20034512877464294 (0.1938537166411874) | > loss_disc_real_2: 0.20638813078403473 (0.18882436336735264) | > loss_disc_real_3: 0.19880545139312744 (0.2049362651212073) | > loss_disc_real_4: 0.19458015263080597 (0.1978105159999676) | > loss_disc_real_5: 0.19172915816307068 (0.2029668508745523) | > loss_0: 2.2883870601654053 (2.2079224248119824) | > grad_norm_0: tensor(19.1153, device='cuda:0') (tensor(33.8781, device='cuda:0')) | > loss_gen: 2.616530179977417 (2.777778547056548) | > loss_kl: 1.7782670259475708 (1.7382410733460338) | > loss_feat: 6.873842716217041 (8.26523258939406) | > loss_mel: 10.86062240600586 (13.355561903296946) | > loss_duration: 1.7003377676010132 (1.697186089499028) | > amp_scaler: 128.0 (132.844250363901) | > loss_1: 23.829601287841797 (27.834000236255807) | > grad_norm_1: tensor(529.4120, device='cuda:0') (tensor(719.0433, device='cuda:0')) | > current_lr_0: 0.00019623563939917877 | > current_lr_1: 0.00019623563939917877 | > step_time: 0.8615 (0.8441307718229784) | > loader_time: 0.0101 (0.009923674307188799)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.230868339538574 (2.230868339538574) | > loss_disc_real_0: 0.24467147886753082 (0.24467147886753082) | > loss_disc_real_1: 0.18921244144439697 (0.18921244144439697) | > loss_disc_real_2: 0.17054855823516846 (0.17054855823516846) | > loss_disc_real_3: 0.2082042098045349 (0.2082042098045349) | > loss_disc_real_4: 0.18501882255077362 (0.18501882255077362) | > loss_disc_real_5: 0.18847666680812836 (0.18847666680812836) | > loss_0: 2.230868339538574 (2.230868339538574) | > loss_gen: 2.799058198928833 (2.799058198928833) | > loss_kl: 2.0538055896759033 (2.0538055896759033) | > loss_feat: 8.623590469360352 (8.623590469360352) | > loss_mel: 14.6962308883667 (14.6962308883667) | > loss_duration: 1.6745343208312988 (1.6745343208312988) | > loss_1: 29.847219467163086 (29.847219467163086)  --> STEP: 1 | > loss_disc: 2.2998266220092773 (2.2998266220092773) | > loss_disc_real_0: 0.26977646350860596 (0.26977646350860596) | > loss_disc_real_1: 0.1882701814174652 (0.1882701814174652) | > loss_disc_real_2: 0.1806517243385315 (0.1806517243385315) | > loss_disc_real_3: 0.19588030874729156 (0.19588030874729156) | > loss_disc_real_4: 0.18975697457790375 (0.18975697457790375) | > loss_disc_real_5: 0.25031930208206177 (0.25031930208206177) | > loss_0: 2.2998266220092773 (2.2998266220092773) | > loss_gen: 2.7724313735961914 (2.7724313735961914) | > loss_kl: 1.9903998374938965 (1.9903998374938965) | > loss_feat: 7.7702460289001465 (7.7702460289001465) | > loss_mel: 14.074859619140625 (14.074859619140625) | > loss_duration: 1.7820130586624146 (1.7820130586624146) | > loss_1: 28.389949798583984 (28.389949798583984)  --> STEP: 2 | > loss_disc: 2.2247629165649414 (2.2622947692871094) | > loss_disc_real_0: 0.24920770525932312 (0.25949208438396454) | > loss_disc_real_1: 0.19129551947116852 (0.18978285044431686) | > loss_disc_real_2: 0.1781647503376007 (0.1794082373380661) | > loss_disc_real_3: 0.19581839442253113 (0.19584935158491135) | > loss_disc_real_4: 0.18634608387947083 (0.1880515292286873) | > loss_disc_real_5: 0.2119007557630539 (0.23111002892255783) | > loss_0: 2.2247629165649414 (2.2622947692871094) | > loss_gen: 2.8423004150390625 (2.807365894317627) | > loss_kl: 1.9483642578125 (1.9693820476531982) | > loss_feat: 8.276755332946777 (8.023500680923462) | > loss_mel: 14.174347877502441 (14.124603748321533) | > loss_duration: 1.826890230178833 (1.8044516444206238) | > loss_1: 29.06865882873535 (28.729304313659668)  --> STEP: 3 | > loss_disc: 2.293524980545044 (2.272704839706421) | > loss_disc_real_0: 0.26043975353240967 (0.2598079741001129) | > loss_disc_real_1: 0.1945042908191681 (0.19135666390260062) | > loss_disc_real_2: 0.19289588928222656 (0.1839041213194529) | > loss_disc_real_3: 0.2020842730998993 (0.197927658756574) | > loss_disc_real_4: 0.17424289882183075 (0.18344865242640176) | > loss_disc_real_5: 0.20293688774108887 (0.22171898186206818) | > loss_0: 2.293524980545044 (2.272704839706421) | > loss_gen: 2.7213401794433594 (2.7786906560262046) | > loss_kl: 1.9280873537063599 (1.9556171496709187) | > loss_feat: 7.437560081481934 (7.828187147776286) | > loss_mel: 13.173768997192383 (13.807658831278482) | > loss_duration: 1.7929542064666748 (1.8006191651026409) | > loss_1: 27.0537109375 (28.170773188273113)  --> STEP: 4 | > loss_disc: 2.282378673553467 (2.2751232981681824) | > loss_disc_real_0: 0.20387205481529236 (0.24582399427890778) | > loss_disc_real_1: 0.18418431282043457 (0.1895635761320591) | > loss_disc_real_2: 0.2016272097826004 (0.1883348934352398) | > loss_disc_real_3: 0.18786795437335968 (0.19541273266077042) | > loss_disc_real_4: 0.21124447882175446 (0.19039760902523994) | > loss_disc_real_5: 0.21756626665592194 (0.22068080306053162) | > loss_0: 2.282378673553467 (2.2751232981681824) | > loss_gen: 2.7652981281280518 (2.7753425240516663) | > loss_kl: 1.986320972442627 (1.9632931053638458) | > loss_feat: 9.006772994995117 (8.122833609580994) | > loss_mel: 13.999410629272461 (13.855596780776978) | > loss_duration: 1.743320345878601 (1.7862944602966309) | > loss_1: 29.501123428344727 (28.503360748291016) --> EVAL PERFORMANCE | > avg_loader_time: 0.303841233253479 (+0.017872512340545654) | > avg_loss_disc: 2.2751232981681824 (-0.0359729528427124) | > avg_loss_disc_real_0: 0.24582399427890778 (+0.14180156402289867) | > avg_loss_disc_real_1: 0.1895635761320591 (+0.007887739688158035) | > avg_loss_disc_real_2: 0.1883348934352398 (-0.017416365444660187) | > avg_loss_disc_real_3: 0.19541273266077042 (-0.012238096445798874) | > avg_loss_disc_real_4: 0.19039760902523994 (-0.07907890155911446) | > avg_loss_disc_real_5: 0.22068080306053162 (-0.020105835050344467) | > avg_loss_0: 2.2751232981681824 (-0.0359729528427124) | > avg_loss_gen: 2.7753425240516663 (+0.24169796705245972) | > avg_loss_kl: 1.9632931053638458 (+0.02911818027496338) | > avg_loss_feat: 8.122833609580994 (+0.1224130392074585) | > avg_loss_mel: 13.855596780776978 (+0.6547245979309082) | > avg_loss_duration: 1.7862944602966309 (+0.0022362470626831055) | > avg_loss_1: 28.503360748291016 (+1.0501899719238281)  > EPOCH: 153/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 16:25:18)   --> TIME: 2025-05-09 16:25:31 -- STEP: 12/725 -- GLOBAL_STEP: 156800 | > loss_disc: 2.1934220790863037 (2.2517118950684867) | > loss_disc_real_0: 0.20296704769134521 (0.15298663390179473) | > loss_disc_real_1: 0.197910338640213 (0.19488550225893655) | > loss_disc_real_2: 0.2038828730583191 (0.19106324389576912) | > loss_disc_real_3: 0.2004905343055725 (0.20548235749204954) | > loss_disc_real_4: 0.1699661761522293 (0.2032973716656367) | > loss_disc_real_5: 0.192816361784935 (0.19820961728692055) | > loss_0: 2.1934220790863037 (2.2517118950684867) | > grad_norm_0: tensor(60.4021, device='cuda:0') (tensor(42.7232, device='cuda:0')) | > loss_gen: 2.8952548503875732 (2.7771801948547363) | > loss_kl: 1.6271098852157593 (1.7588905294736226) | > loss_feat: 8.915264129638672 (8.165240009625753) | > loss_mel: 14.882956504821777 (13.433191299438477) | > loss_duration: 1.7149442434310913 (1.698946863412857) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.03553009033203 (27.833448727925617) | > grad_norm_1: tensor(781.7699, device='cuda:0') (tensor(631.6509, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.841 (0.8333869973818461) | > loader_time: 0.0091 (0.009743690490722656)  --> TIME: 2025-05-09 16:26:14 -- STEP: 62/725 -- GLOBAL_STEP: 156850 | > loss_disc: 2.311114549636841 (2.226731652213682) | > loss_disc_real_0: 0.12744295597076416 (0.14320527245440784) | > loss_disc_real_1: 0.24002015590667725 (0.19472021417271707) | > loss_disc_real_2: 0.20791657269001007 (0.19013195508910763) | > loss_disc_real_3: 0.18785476684570312 (0.20466412099138384) | > loss_disc_real_4: 0.18223609030246735 (0.19921656890261558) | > loss_disc_real_5: 0.1934116780757904 (0.20255299273037142) | > loss_0: 2.311114549636841 (2.226731652213682) | > grad_norm_0: tensor(19.3752, device='cuda:0') (tensor(33.4545, device='cuda:0')) | > loss_gen: 2.473583221435547 (2.763592600822449) | > loss_kl: 1.7879389524459839 (1.7348316504109291) | > loss_feat: 6.896442890167236 (8.227444241123814) | > loss_mel: 12.088404655456543 (13.307373400657408) | > loss_duration: 1.7126564979553223 (1.6887210992074781) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.95902442932129 (27.721962774953536) | > grad_norm_1: tensor(499.7077, device='cuda:0') (tensor(639.6008, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8491 (0.849397151700912) | > loader_time: 0.0098 (0.009908687683843797)  --> TIME: 2025-05-09 16:26:57 -- STEP: 112/725 -- GLOBAL_STEP: 156900 | > loss_disc: 2.3001484870910645 (2.216962513114726) | > loss_disc_real_0: 0.17424246668815613 (0.1416965462932629) | > loss_disc_real_1: 0.22113551199436188 (0.19383217434265781) | > loss_disc_real_2: 0.20292657613754272 (0.18869342295719044) | > loss_disc_real_3: 0.2134288251399994 (0.20402496680617332) | > loss_disc_real_4: 0.22342205047607422 (0.19881586557520287) | > loss_disc_real_5: 0.20473486185073853 (0.20311129864837443) | > loss_0: 2.3001484870910645 (2.216962513114726) | > grad_norm_0: tensor(24.5100, device='cuda:0') (tensor(35.2727, device='cuda:0')) | > loss_gen: 2.619992256164551 (2.7725823436464596) | > loss_kl: 1.5838669538497925 (1.7325667941144534) | > loss_feat: 6.736975193023682 (8.24554743511336) | > loss_mel: 12.108580589294434 (13.318484314850398) | > loss_duration: 1.7035342454910278 (1.6931437466825758) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.75295066833496 (27.7623245545796) | > grad_norm_1: tensor(728.3708, device='cuda:0') (tensor(655.2819, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8328 (0.849758288690022) | > loader_time: 0.0097 (0.009835639170237952)  --> TIME: 2025-05-09 16:27:41 -- STEP: 162/725 -- GLOBAL_STEP: 156950 | > loss_disc: 2.2039334774017334 (2.207617320396282) | > loss_disc_real_0: 0.22121459245681763 (0.13965544302338426) | > loss_disc_real_1: 0.20901258289813995 (0.1928172687321533) | > loss_disc_real_2: 0.1635439544916153 (0.18740031868219376) | > loss_disc_real_3: 0.2010885328054428 (0.20392485763187762) | > loss_disc_real_4: 0.21484477818012238 (0.19965612511208022) | > loss_disc_real_5: 0.2124193161725998 (0.20262578598879002) | > loss_0: 2.2039334774017334 (2.207617320396282) | > grad_norm_0: tensor(57.0409, device='cuda:0') (tensor(34.8614, device='cuda:0')) | > loss_gen: 3.0890259742736816 (2.7818059626920726) | > loss_kl: 1.6713837385177612 (1.7331128377973297) | > loss_feat: 8.806001663208008 (8.315537323186428) | > loss_mel: 14.021618843078613 (13.363858364246509) | > loss_duration: 1.6607937812805176 (1.693749914198746) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.248823165893555 (27.888064360912935) | > grad_norm_1: tensor(959.0377, device='cuda:0') (tensor(685.4463, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8339 (0.8525132323488777) | > loader_time: 0.0096 (0.009965855398295842)  --> TIME: 2025-05-09 16:28:24 -- STEP: 212/725 -- GLOBAL_STEP: 157000 | > loss_disc: 2.1744351387023926 (2.200779273824873) | > loss_disc_real_0: 0.11260496079921722 (0.13777717322392283) | > loss_disc_real_1: 0.20774124562740326 (0.19287697492905376) | > loss_disc_real_2: 0.2102152556180954 (0.18796238900636728) | > loss_disc_real_3: 0.17845451831817627 (0.2032808707851284) | > loss_disc_real_4: 0.21364524960517883 (0.19911533952602797) | > loss_disc_real_5: 0.17769090831279755 (0.20130387096191352) | > loss_0: 2.1744351387023926 (2.200779273824873) | > grad_norm_0: tensor(28.6136, device='cuda:0') (tensor(35.3439, device='cuda:0')) | > loss_gen: 2.751760721206665 (2.794114435618778) | > loss_kl: 1.6538710594177246 (1.7382031139337792) | > loss_feat: 8.257238388061523 (8.379122682337488) | > loss_mel: 13.536520004272461 (13.44079909684523) | > loss_duration: 1.6972109079360962 (1.6940471068868097) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.8966007232666 (28.04628643899594) | > grad_norm_1: tensor(750.2396, device='cuda:0') (tensor(690.8753, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8298 (0.8519158666988589) | > loader_time: 0.0108 (0.01000491515645441) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_157000.pth  --> TIME: 2025-05-09 16:29:10 -- STEP: 262/725 -- GLOBAL_STEP: 157050 | > loss_disc: 2.1846933364868164 (2.2055064876570967) | > loss_disc_real_0: 0.13516660034656525 (0.13822276839090666) | > loss_disc_real_1: 0.1719672828912735 (0.1931640583140249) | > loss_disc_real_2: 0.18730582296848297 (0.18799710535366115) | > loss_disc_real_3: 0.191563218832016 (0.20382601915652515) | > loss_disc_real_4: 0.1888139247894287 (0.19916059127973235) | > loss_disc_real_5: 0.1648731380701065 (0.20284481130483498) | > loss_0: 2.1846933364868164 (2.2055064876570967) | > grad_norm_0: tensor(26.5564, device='cuda:0') (tensor(33.8140, device='cuda:0')) | > loss_gen: 2.704704761505127 (2.7787575139344187) | > loss_kl: 1.6474597454071045 (1.7341194530479778) | > loss_feat: 8.401529312133789 (8.32480187088478) | > loss_mel: 13.897576332092285 (13.379060821678802) | > loss_duration: 1.701880693435669 (1.6948844308161553) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.353151321411133 (27.911624093092126) | > grad_norm_1: tensor(326.8177, device='cuda:0') (tensor(692.2615, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8666 (0.8509253427272535) | > loader_time: 0.0103 (0.010023876910901251)  --> TIME: 2025-05-09 16:29:53 -- STEP: 312/725 -- GLOBAL_STEP: 157100 | > loss_disc: 2.231333017349243 (2.211108406384786) | > loss_disc_real_0: 0.13100919127464294 (0.14059544794070414) | > loss_disc_real_1: 0.19555629789829254 (0.19339365502580616) | > loss_disc_real_2: 0.19291400909423828 (0.1882241076479356) | > loss_disc_real_3: 0.19502222537994385 (0.20396021242516157) | > loss_disc_real_4: 0.207968071103096 (0.19938492254377946) | > loss_disc_real_5: 0.20955988764762878 (0.20314547018362933) | > loss_0: 2.231333017349243 (2.211108406384786) | > grad_norm_0: tensor(52.9110, device='cuda:0') (tensor(34.3952, device='cuda:0')) | > loss_gen: 2.6802890300750732 (2.7731917622761846) | > loss_kl: 1.8417905569076538 (1.7324524972683337) | > loss_feat: 8.189533233642578 (8.297391915932678) | > loss_mel: 12.834022521972656 (13.351224217659391) | > loss_duration: 1.6905491352081299 (1.6939202753397136) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.236183166503906 (27.848180630268196) | > grad_norm_1: tensor(871.1969, device='cuda:0') (tensor(680.4375, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.9248 (0.8512124426853962) | > loader_time: 0.0127 (0.010029033972666817)  --> TIME: 2025-05-09 16:30:37 -- STEP: 362/725 -- GLOBAL_STEP: 157150 | > loss_disc: 2.276364326477051 (2.2110947482493692) | > loss_disc_real_0: 0.14043717086315155 (0.1401466655220774) | > loss_disc_real_1: 0.20008991658687592 (0.19357348698608123) | > loss_disc_real_2: 0.19512873888015747 (0.18802088857191043) | > loss_disc_real_3: 0.1935540735721588 (0.2041049617347796) | > loss_disc_real_4: 0.16744808852672577 (0.19907572025752207) | > loss_disc_real_5: 0.19976481795310974 (0.20367006615874525) | > loss_0: 2.276364326477051 (2.2110947482493692) | > grad_norm_0: tensor(8.6965, device='cuda:0') (tensor(33.6610, device='cuda:0')) | > loss_gen: 2.4376580715179443 (2.7702205503843116) | > loss_kl: 1.8158820867538452 (1.737889420591006) | > loss_feat: 7.23772668838501 (8.28682796862903) | > loss_mel: 11.948014259338379 (13.345101619952294) | > loss_duration: 1.630199670791626 (1.6928120736259122) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.069480895996094 (27.832851599593187) | > grad_norm_1: tensor(504.2134, device='cuda:0') (tensor(680.0330, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8305 (0.85229775589474) | > loader_time: 0.0094 (0.009992082474640064)  --> TIME: 2025-05-09 16:31:20 -- STEP: 412/725 -- GLOBAL_STEP: 157200 | > loss_disc: 2.2413835525512695 (2.2108441660705105) | > loss_disc_real_0: 0.12082649767398834 (0.1398946516107298) | > loss_disc_real_1: 0.2032039612531662 (0.1936667365139549) | > loss_disc_real_2: 0.2009219378232956 (0.18787785489292977) | > loss_disc_real_3: 0.18706943094730377 (0.20385668405051366) | > loss_disc_real_4: 0.20573091506958008 (0.19879076358618095) | > loss_disc_real_5: 0.19125163555145264 (0.20382910583493785) | > loss_0: 2.2413835525512695 (2.2108441660705105) | > grad_norm_0: tensor(29.9213, device='cuda:0') (tensor(33.4832, device='cuda:0')) | > loss_gen: 2.6474108695983887 (2.7682500232770617) | > loss_kl: 1.7138941287994385 (1.7347697540394305) | > loss_feat: 8.745002746582031 (8.276501655578622) | > loss_mel: 13.805952072143555 (13.341598675088978) | > loss_duration: 1.7020044326782227 (1.6929359030955047) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.61426544189453 (27.814055970571573) | > grad_norm_1: tensor(618.4211, device='cuda:0') (tensor(685.0663, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8376 (0.8532398036382731) | > loader_time: 0.0107 (0.009978224930254005)  --> TIME: 2025-05-09 16:32:04 -- STEP: 462/725 -- GLOBAL_STEP: 157250 | > loss_disc: 2.320443630218506 (2.2128775042372864) | > loss_disc_real_0: 0.15696853399276733 (0.1400210122976985) | > loss_disc_real_1: 0.21144317090511322 (0.19378658087351622) | > loss_disc_real_2: 0.22754304111003876 (0.18838017324219533) | > loss_disc_real_3: 0.21408772468566895 (0.2037933596542903) | > loss_disc_real_4: 0.21928474307060242 (0.19893501170011832) | > loss_disc_real_5: 0.21475405991077423 (0.2037936642249942) | > loss_0: 2.320443630218506 (2.2128775042372864) | > grad_norm_0: tensor(49.2853, device='cuda:0') (tensor(33.6884, device='cuda:0')) | > loss_gen: 2.739333152770996 (2.7685049669051076) | > loss_kl: 1.8135747909545898 (1.7366340175851593) | > loss_feat: 7.0663018226623535 (8.272762146863073) | > loss_mel: 12.176314353942871 (13.343853343616834) | > loss_duration: 1.7081398963928223 (1.6926536415562485) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.503664016723633 (27.814408058727974) | > grad_norm_1: tensor(524.6854, device='cuda:0') (tensor(681.2309, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.7969 (0.8534854758869518) | > loader_time: 0.0097 (0.009966786805685468)  --> TIME: 2025-05-09 16:32:47 -- STEP: 512/725 -- GLOBAL_STEP: 157300 | > loss_disc: 2.116706609725952 (2.211880320450291) | > loss_disc_real_0: 0.13047048449516296 (0.1393027270387393) | > loss_disc_real_1: 0.18186712265014648 (0.19376933222520165) | > loss_disc_real_2: 0.1783943623304367 (0.18814544964698143) | > loss_disc_real_3: 0.16575905680656433 (0.20403989005717446) | > loss_disc_real_4: 0.17754167318344116 (0.1986346209305339) | > loss_disc_real_5: 0.19498196244239807 (0.20411160745425155) | > loss_0: 2.116706609725952 (2.211880320450291) | > grad_norm_0: tensor(22.0753, device='cuda:0') (tensor(33.8667, device='cuda:0')) | > loss_gen: 2.815195083618164 (2.7713442579843113) | > loss_kl: 1.8639243841171265 (1.7409430390689518) | > loss_feat: 8.512788772583008 (8.276579149998724) | > loss_mel: 13.28804874420166 (13.35900284163654) | > loss_duration: 1.6520678997039795 (1.6934350202791393) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.132022857666016 (27.84130424261093) | > grad_norm_1: tensor(589.8498, device='cuda:0') (tensor(677.6992, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8508 (0.8529089991934597) | > loader_time: 0.0097 (0.009936049114912752)  --> TIME: 2025-05-09 16:33:30 -- STEP: 562/725 -- GLOBAL_STEP: 157350 | > loss_disc: 2.110624074935913 (2.2092779826014914) | > loss_disc_real_0: 0.11286507546901703 (0.13844090840676507) | > loss_disc_real_1: 0.18287719786167145 (0.19374916511604365) | > loss_disc_real_2: 0.19193024933338165 (0.18802032107984468) | > loss_disc_real_3: 0.20785152912139893 (0.2040603359451922) | > loss_disc_real_4: 0.19820474088191986 (0.19848272525224828) | > loss_disc_real_5: 0.17067502439022064 (0.20377389728704812) | > loss_0: 2.110624074935913 (2.2092779826014914) | > grad_norm_0: tensor(32.1756, device='cuda:0') (tensor(33.8476, device='cuda:0')) | > loss_gen: 2.908792018890381 (2.77480200219409) | > loss_kl: 1.7236223220825195 (1.741157199988585) | > loss_feat: 9.205000877380371 (8.281990949793641) | > loss_mel: 13.295971870422363 (13.371651703776834) | > loss_duration: 1.6515302658081055 (1.6934625366404388) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.784915924072266 (27.863064314546957) | > grad_norm_1: tensor(870.1241, device='cuda:0') (tensor(684.9794, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8906 (0.8522953342288413) | > loader_time: 0.01 (0.009902652472363674)  --> TIME: 2025-05-09 16:34:14 -- STEP: 612/725 -- GLOBAL_STEP: 157400 | > loss_disc: 2.21713924407959 (2.209021856387457) | > loss_disc_real_0: 0.15305055677890778 (0.13817194072541855) | > loss_disc_real_1: 0.2121606171131134 (0.19380928714777904) | > loss_disc_real_2: 0.19217774271965027 (0.18803316534929018) | > loss_disc_real_3: 0.20533223450183868 (0.20412813007734182) | > loss_disc_real_4: 0.1970852017402649 (0.1986791446220641) | > loss_disc_real_5: 0.20647592842578888 (0.20360600987291028) | > loss_0: 2.21713924407959 (2.209021856387457) | > grad_norm_0: tensor(25.6337, device='cuda:0') (tensor(33.7412, device='cuda:0')) | > loss_gen: 2.735853910446167 (2.7764612081783286) | > loss_kl: 1.7189581394195557 (1.740820930284612) | > loss_feat: 7.431130886077881 (8.28120292090123) | > loss_mel: 12.729169845581055 (13.364571753670186) | > loss_duration: 1.6345397233963013 (1.693060583343693) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.249652862548828 (27.856117323333148) | > grad_norm_1: tensor(848.6226, device='cuda:0') (tensor(692.0362, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8446 (0.8531788014898113) | > loader_time: 0.0086 (0.009890265324536497)  --> TIME: 2025-05-09 16:34:58 -- STEP: 662/725 -- GLOBAL_STEP: 157450 | > loss_disc: 2.1681089401245117 (2.207591846990442) | > loss_disc_real_0: 0.1271858662366867 (0.13805712442113555) | > loss_disc_real_1: 0.19444648921489716 (0.19359824007371393) | > loss_disc_real_2: 0.1801433265209198 (0.18777719574482413) | > loss_disc_real_3: 0.22767230868339539 (0.20418340985148334) | > loss_disc_real_4: 0.22032414376735687 (0.19864723964220096) | > loss_disc_real_5: 0.18909282982349396 (0.2032103981271251) | > loss_0: 2.1681089401245117 (2.207591846990442) | > grad_norm_0: tensor(50.4965, device='cuda:0') (tensor(33.9025, device='cuda:0')) | > loss_gen: 2.8359475135803223 (2.7805337135165127) | > loss_kl: 1.7672162055969238 (1.7401919075009322) | > loss_feat: 8.40627670288086 (8.301679397997905) | > loss_mel: 13.29494857788086 (13.386315645408054) | > loss_duration: 1.7118091583251953 (1.6934411568944188) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.016197204589844 (27.902161736502755) | > grad_norm_1: tensor(916.6760, device='cuda:0') (tensor(697.7499, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8826 (0.8539020993558302) | > loader_time: 0.0103 (0.009905497833321102)  --> TIME: 2025-05-09 16:35:42 -- STEP: 712/725 -- GLOBAL_STEP: 157500 | > loss_disc: 2.259230852127075 (2.2080626032325656) | > loss_disc_real_0: 0.16076548397541046 (0.13828103966341257) | > loss_disc_real_1: 0.20485591888427734 (0.19369334185475037) | > loss_disc_real_2: 0.2417849749326706 (0.18781370841217845) | > loss_disc_real_3: 0.1983189433813095 (0.2042358706632022) | > loss_disc_real_4: 0.20316973328590393 (0.19855225148997957) | > loss_disc_real_5: 0.2208728939294815 (0.20315813861285034) | > loss_0: 2.259230852127075 (2.2080626032325656) | > grad_norm_0: tensor(40.0520, device='cuda:0') (tensor(33.9839, device='cuda:0')) | > loss_gen: 2.732567310333252 (2.7795615293336713) | > loss_kl: 1.8924689292907715 (1.7386901216225674) | > loss_feat: 7.5542449951171875 (8.299387650543395) | > loss_mel: 13.068408966064453 (13.388423134771626) | > loss_duration: 1.705654501914978 (1.6930649170045102) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.953344345092773 (27.89912727441681) | > grad_norm_1: tensor(754.0140, device='cuda:0') (tensor(700.1262, device='cuda:0')) | > current_lr_0: 0.00019621110994425385 | > current_lr_1: 0.00019621110994425385 | > step_time: 0.8289 (0.8548603309004494) | > loader_time: 0.0092 (0.009905372777681672)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3267056941986084 (2.3267056941986084) | > loss_disc_real_0: 0.15215909481048584 (0.15215909481048584) | > loss_disc_real_1: 0.21393951773643494 (0.21393951773643494) | > loss_disc_real_2: 0.22350847721099854 (0.22350847721099854) | > loss_disc_real_3: 0.22243621945381165 (0.22243621945381165) | > loss_disc_real_4: 0.23465906083583832 (0.23465906083583832) | > loss_disc_real_5: 0.2417535036802292 (0.2417535036802292) | > loss_0: 2.3267056941986084 (2.3267056941986084) | > loss_gen: 2.6305394172668457 (2.6305394172668457) | > loss_kl: 2.1174304485321045 (2.1174304485321045) | > loss_feat: 7.440398216247559 (7.440398216247559) | > loss_mel: 12.299505233764648 (12.299505233764648) | > loss_duration: 1.6666134595870972 (1.6666134595870972) | > loss_1: 26.15448570251465 (26.15448570251465)  --> STEP: 1 | > loss_disc: 2.314037799835205 (2.314037799835205) | > loss_disc_real_0: 0.13771307468414307 (0.13771307468414307) | > loss_disc_real_1: 0.21271978318691254 (0.21271978318691254) | > loss_disc_real_2: 0.2149389237165451 (0.2149389237165451) | > loss_disc_real_3: 0.21612298488616943 (0.21612298488616943) | > loss_disc_real_4: 0.22039982676506042 (0.22039982676506042) | > loss_disc_real_5: 0.26217973232269287 (0.26217973232269287) | > loss_0: 2.314037799835205 (2.314037799835205) | > loss_gen: 2.7129123210906982 (2.7129123210906982) | > loss_kl: 1.9975488185882568 (1.9975488185882568) | > loss_feat: 7.9463653564453125 (7.9463653564453125) | > loss_mel: 14.121145248413086 (14.121145248413086) | > loss_duration: 1.7663215398788452 (1.7663215398788452) | > loss_1: 28.544292449951172 (28.544292449951172)  --> STEP: 2 | > loss_disc: 2.3049280643463135 (2.3094829320907593) | > loss_disc_real_0: 0.15611664950847626 (0.14691486209630966) | > loss_disc_real_1: 0.217438742518425 (0.21507926285266876) | > loss_disc_real_2: 0.2006201148033142 (0.20777951925992966) | > loss_disc_real_3: 0.22015169262886047 (0.21813733875751495) | > loss_disc_real_4: 0.21937204897403717 (0.2198859378695488) | > loss_disc_real_5: 0.23369280993938446 (0.24793627113103867) | > loss_0: 2.3049280643463135 (2.3094829320907593) | > loss_gen: 2.6829328536987305 (2.6979225873947144) | > loss_kl: 1.9763693809509277 (1.9869590997695923) | > loss_feat: 7.886734962463379 (7.916550159454346) | > loss_mel: 13.196248054504395 (13.65869665145874) | > loss_duration: 1.821779727935791 (1.7940506339073181) | > loss_1: 27.56406593322754 (28.054179191589355)  --> STEP: 3 | > loss_disc: 2.3007941246032715 (2.306586662928263) | > loss_disc_real_0: 0.1533631682395935 (0.14906429747740427) | > loss_disc_real_1: 0.2144678682088852 (0.21487546463807425) | > loss_disc_real_2: 0.20519869029521942 (0.2069192429383596) | > loss_disc_real_3: 0.20469075441360474 (0.21365514397621155) | > loss_disc_real_4: 0.22588148713111877 (0.22188445429007211) | > loss_disc_real_5: 0.22841280698776245 (0.2414284497499466) | > loss_0: 2.3007941246032715 (2.306586662928263) | > loss_gen: 2.6302847862243652 (2.6753766536712646) | > loss_kl: 1.8364309072494507 (1.9367830355962117) | > loss_feat: 6.861250877380371 (7.5647837320963545) | > loss_mel: 12.405354499816895 (13.240915934244791) | > loss_duration: 1.777580976486206 (1.7885607481002808) | > loss_1: 25.510900497436523 (27.206419626871746)  --> STEP: 4 | > loss_disc: 2.2889389991760254 (2.302174746990204) | > loss_disc_real_0: 0.11785205453634262 (0.14126123674213886) | > loss_disc_real_1: 0.21418999135494232 (0.21470409631729126) | > loss_disc_real_2: 0.20821931958198547 (0.20724426209926605) | > loss_disc_real_3: 0.19298946857452393 (0.20848872512578964) | > loss_disc_real_4: 0.20172865688800812 (0.21684550493955612) | > loss_disc_real_5: 0.28394177556037903 (0.2520567812025547) | > loss_0: 2.2889389991760254 (2.302174746990204) | > loss_gen: 2.817927598953247 (2.7110143899917603) | > loss_kl: 2.1161630153656006 (1.981628030538559) | > loss_feat: 10.304125785827637 (8.249619245529175) | > loss_mel: 15.361834526062012 (13.771145582199097) | > loss_duration: 1.7247159481048584 (1.7725995481014252) | > loss_1: 32.32476806640625 (28.48600673675537) --> EVAL PERFORMANCE | > avg_loader_time: 0.2854359745979309 (-0.018405258655548096) | > avg_loss_disc: 2.302174746990204 (+0.027051448822021484) | > avg_loss_disc_real_0: 0.14126123674213886 (-0.10456275753676891) | > avg_loss_disc_real_1: 0.21470409631729126 (+0.025140520185232162) | > avg_loss_disc_real_2: 0.20724426209926605 (+0.01890936866402626) | > avg_loss_disc_real_3: 0.20848872512578964 (+0.013075992465019226) | > avg_loss_disc_real_4: 0.21684550493955612 (+0.026447895914316177) | > avg_loss_disc_real_5: 0.2520567812025547 (+0.03137597814202309) | > avg_loss_0: 2.302174746990204 (+0.027051448822021484) | > avg_loss_gen: 2.7110143899917603 (-0.064328134059906) | > avg_loss_kl: 1.981628030538559 (+0.018334925174713135) | > avg_loss_feat: 8.249619245529175 (+0.12678563594818115) | > avg_loss_mel: 13.771145582199097 (-0.08445119857788086) | > avg_loss_duration: 1.7725995481014252 (-0.013694912195205688) | > avg_loss_1: 28.48600673675537 (-0.01735401153564453)  > EPOCH: 154/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 16:35:59)   --> TIME: 2025-05-09 16:36:33 -- STEP: 37/725 -- GLOBAL_STEP: 157550 | > loss_disc: 2.108529567718506 (2.1782121787200097) | > loss_disc_real_0: 0.09508580714464188 (0.14926255685654846) | > loss_disc_real_1: 0.20159463584423065 (0.19084711735313004) | > loss_disc_real_2: 0.16983865201473236 (0.18628518404187383) | > loss_disc_real_3: 0.21603380143642426 (0.20505543053150177) | > loss_disc_real_4: 0.2065136879682541 (0.1960489846564628) | > loss_disc_real_5: 0.1845865696668625 (0.18960664280363032) | > loss_0: 2.108529567718506 (2.1782121787200097) | > grad_norm_0: tensor(25.4904, device='cuda:0') (tensor(40.3069, device='cuda:0')) | > loss_gen: 2.7900888919830322 (2.875006985019993) | > loss_kl: 1.6807900667190552 (1.717726730011605) | > loss_feat: 8.241458892822266 (8.4673696981894) | > loss_mel: 12.13916015625 (13.5202717652192) | > loss_duration: 1.68924880027771 (1.6871220421146702) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.540746688842773 (28.26749698535816) | > grad_norm_1: tensor(583.7775, device='cuda:0') (tensor(674.2476, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8591 (0.8474756575919487) | > loader_time: 0.01 (0.010354841077649916)  --> TIME: 2025-05-09 16:37:16 -- STEP: 87/725 -- GLOBAL_STEP: 157600 | > loss_disc: 2.2559103965759277 (2.207248032778159) | > loss_disc_real_0: 0.15286289155483246 (0.1483524416455592) | > loss_disc_real_1: 0.17190010845661163 (0.1918062158357138) | > loss_disc_real_2: 0.18327906727790833 (0.1870507616763828) | > loss_disc_real_3: 0.18454913794994354 (0.2050883853915094) | > loss_disc_real_4: 0.2103964239358902 (0.1966407242520102) | > loss_disc_real_5: 0.20330984890460968 (0.19788472208826022) | > loss_0: 2.2559103965759277 (2.207248032778159) | > grad_norm_0: tensor(9.5739, device='cuda:0') (tensor(35.2960, device='cuda:0')) | > loss_gen: 2.5221526622772217 (2.8058721909577824) | > loss_kl: 1.7765640020370483 (1.7397000255255863) | > loss_feat: 7.471574783325195 (8.331426439614125) | > loss_mel: 12.498543739318848 (13.414829922818589) | > loss_duration: 1.67399263381958 (1.6904020336852676) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.942825317382812 (27.982230438583198) | > grad_norm_1: tensor(442.8295, device='cuda:0') (tensor(637.4189, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8266 (0.8476608046169939) | > loader_time: 0.0093 (0.010289049696648258)  --> TIME: 2025-05-09 16:37:59 -- STEP: 137/725 -- GLOBAL_STEP: 157650 | > loss_disc: 2.2663896083831787 (2.200157296918605) | > loss_disc_real_0: 0.11708811670541763 (0.1430789657263425) | > loss_disc_real_1: 0.2017994374036789 (0.19216704749277908) | > loss_disc_real_2: 0.2060801386833191 (0.1860587083510239) | > loss_disc_real_3: 0.18881267309188843 (0.204450310581792) | > loss_disc_real_4: 0.1995048224925995 (0.19599001468533148) | > loss_disc_real_5: 0.2062787115573883 (0.2009589636739153) | > loss_0: 2.2663896083831787 (2.200157296918605) | > grad_norm_0: tensor(33.8809, device='cuda:0') (tensor(33.0018, device='cuda:0')) | > loss_gen: 2.731259346008301 (2.7953349238764633) | > loss_kl: 1.7883501052856445 (1.7317441031880623) | > loss_feat: 7.234555721282959 (8.364391041498108) | > loss_mel: 12.373675346374512 (13.43073278273979) | > loss_duration: 1.6783428192138672 (1.6921224863859858) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.806180953979492 (28.01432521847913) | > grad_norm_1: tensor(463.0161, device='cuda:0') (tensor(666.5116, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8063 (0.848221665751325) | > loader_time: 0.0091 (0.010129244658198666)  --> TIME: 2025-05-09 16:38:42 -- STEP: 187/725 -- GLOBAL_STEP: 157700 | > loss_disc: 2.189584255218506 (2.199880645236868) | > loss_disc_real_0: 0.15075817704200745 (0.14332224279243677) | > loss_disc_real_1: 0.2112787514925003 (0.19213317621519221) | > loss_disc_real_2: 0.1941823661327362 (0.18678482410742006) | > loss_disc_real_3: 0.22103756666183472 (0.2035563886165619) | > loss_disc_real_4: 0.1949356198310852 (0.1964032120883146) | > loss_disc_real_5: 0.202736496925354 (0.20027846994406398) | > loss_0: 2.189584255218506 (2.199880645236868) | > grad_norm_0: tensor(16.0223, device='cuda:0') (tensor(33.2995, device='cuda:0')) | > loss_gen: 2.7363758087158203 (2.7909641610109857) | > loss_kl: 1.5966908931732178 (1.7264112361612167) | > loss_feat: 7.9977240562438965 (8.333174279666832) | > loss_mel: 12.996520042419434 (13.40214879245044) | > loss_duration: 1.7112383842468262 (1.6944131500580726) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.038549423217773 (27.947111517350304) | > grad_norm_1: tensor(679.5465, device='cuda:0') (tensor(667.1509, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8616 (0.8460462131602241) | > loader_time: 0.0103 (0.010134801507633635)  --> TIME: 2025-05-09 16:39:25 -- STEP: 237/725 -- GLOBAL_STEP: 157750 | > loss_disc: 2.108689546585083 (2.197883761381804) | > loss_disc_real_0: 0.13559670746326447 (0.14180288804922928) | > loss_disc_real_1: 0.17990246415138245 (0.191967015716597) | > loss_disc_real_2: 0.15952453017234802 (0.18684081726939372) | > loss_disc_real_3: 0.1900251805782318 (0.20305053022088884) | > loss_disc_real_4: 0.20226778090000153 (0.19688697649708278) | > loss_disc_real_5: 0.19698287546634674 (0.20023449963029427) | > loss_0: 2.108689546585083 (2.197883761381804) | > grad_norm_0: tensor(45.5992, device='cuda:0') (tensor(33.3589, device='cuda:0')) | > loss_gen: 2.9279465675354004 (2.791926701863606) | > loss_kl: 1.732642650604248 (1.7235579545990827) | > loss_feat: 9.30374526977539 (8.33932643801854) | > loss_mel: 15.194838523864746 (13.414756947931862) | > loss_duration: 1.6759767532348633 (1.6945782598060892) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.83515167236328 (27.964146175465) | > grad_norm_1: tensor(684.3527, device='cuda:0') (tensor(683.4921, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8257 (0.8467859437194052) | > loader_time: 0.0102 (0.010102350500565536)  --> TIME: 2025-05-09 16:40:09 -- STEP: 287/725 -- GLOBAL_STEP: 157800 | > loss_disc: 2.267545223236084 (2.201941602736818) | > loss_disc_real_0: 0.10826797783374786 (0.14085506181839447) | > loss_disc_real_1: 0.20065642893314362 (0.19289567542200722) | > loss_disc_real_2: 0.18832150101661682 (0.1871860442676611) | > loss_disc_real_3: 0.21795935928821564 (0.20354357320257171) | > loss_disc_real_4: 0.21805424988269806 (0.19713894488088765) | > loss_disc_real_5: 0.2012878656387329 (0.20118509645765248) | > loss_0: 2.267545223236084 (2.201941602736818) | > grad_norm_0: tensor(22.7990, device='cuda:0') (tensor(33.6312, device='cuda:0')) | > loss_gen: 2.7569210529327393 (2.78742331744071) | > loss_kl: 1.6132891178131104 (1.7273556770763334) | > loss_feat: 7.298890590667725 (8.296457044754291) | > loss_mel: 12.185943603515625 (13.390263979443274) | > loss_duration: 1.7121798992156982 (1.6950802636894196) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.567224502563477 (27.89658016776374) | > grad_norm_1: tensor(812.4841, device='cuda:0') (tensor(685.7573, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8154 (0.8481891146935653) | > loader_time: 0.0093 (0.010056945089679142)  --> TIME: 2025-05-09 16:40:52 -- STEP: 337/725 -- GLOBAL_STEP: 157850 | > loss_disc: 2.2628798484802246 (2.2044261425114535) | > loss_disc_real_0: 0.11073292791843414 (0.14109735777850316) | > loss_disc_real_1: 0.19084040820598602 (0.19297555831844102) | > loss_disc_real_2: 0.16621923446655273 (0.18734827885288163) | > loss_disc_real_3: 0.23103055357933044 (0.2039315201762168) | > loss_disc_real_4: 0.20994822680950165 (0.19759875182228198) | > loss_disc_real_5: 0.22531744837760925 (0.20121126679443818) | > loss_0: 2.2628798484802246 (2.2044261425114535) | > grad_norm_0: tensor(22.8474, device='cuda:0') (tensor(33.4652, device='cuda:0')) | > loss_gen: 2.6665151119232178 (2.78540647772724) | > loss_kl: 1.7278879880905151 (1.7295433194417982) | > loss_feat: 8.585516929626465 (8.29700227448778) | > loss_mel: 13.9352388381958 (13.385212349254937) | > loss_duration: 1.6764788627624512 (1.6947616094651485) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.591638565063477 (27.891925947602495) | > grad_norm_1: tensor(562.3025, device='cuda:0') (tensor(686.3834, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8569 (0.8478312223530665) | > loader_time: 0.0109 (0.010109968638207865)  --> TIME: 2025-05-09 16:41:35 -- STEP: 387/725 -- GLOBAL_STEP: 157900 | > loss_disc: 2.2110137939453125 (2.204770822549668) | > loss_disc_real_0: 0.1342109888792038 (0.14121624545341008) | > loss_disc_real_1: 0.18993356823921204 (0.19337650602178064) | > loss_disc_real_2: 0.1953740417957306 (0.1869428223263694) | > loss_disc_real_3: 0.21869871020317078 (0.20394649254567243) | > loss_disc_real_4: 0.2093459814786911 (0.19773394527823424) | > loss_disc_real_5: 0.23510800302028656 (0.20156303473606282) | > loss_0: 2.2110137939453125 (2.204770822549668) | > grad_norm_0: tensor(30.8534, device='cuda:0') (tensor(33.3976, device='cuda:0')) | > loss_gen: 2.682757616043091 (2.785413761779627) | > loss_kl: 1.8171192407608032 (1.7327238515365955) | > loss_feat: 7.686092376708984 (8.311059542712618) | > loss_mel: 13.457479476928711 (13.417582410866592) | > loss_duration: 1.7779731750488281 (1.694833244156159) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.421422958374023 (27.94161272172164) | > grad_norm_1: tensor(796.2807, device='cuda:0') (tensor(689.7110, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.875 (0.8485582872878673) | > loader_time: 0.0124 (0.01016078438869742)  --> TIME: 2025-05-09 16:42:18 -- STEP: 437/725 -- GLOBAL_STEP: 157950 | > loss_disc: 2.374439001083374 (2.204535693271209) | > loss_disc_real_0: 0.11795049160718918 (0.14091354430369704) | > loss_disc_real_1: 0.19645097851753235 (0.19306229941495776) | > loss_disc_real_2: 0.2107551544904709 (0.1871780265182325) | > loss_disc_real_3: 0.22872979938983917 (0.20364443507701904) | > loss_disc_real_4: 0.20587079226970673 (0.19794407735836583) | > loss_disc_real_5: 0.18268951773643494 (0.20172969783811875) | > loss_0: 2.374439001083374 (2.204535693271209) | > grad_norm_0: tensor(19.9125, device='cuda:0') (tensor(33.4129, device='cuda:0')) | > loss_gen: 2.568549871444702 (2.785033287663754) | > loss_kl: 1.6939655542373657 (1.734128595216869) | > loss_feat: 7.404044151306152 (8.30351158574189) | > loss_mel: 12.458666801452637 (13.388340199293753) | > loss_duration: 1.65487802028656 (1.6946462815631713) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.780105590820312 (27.90565988728329) | > grad_norm_1: tensor(510.9799, device='cuda:0') (tensor(693.4701, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8838 (0.8479630974392051) | > loader_time: 0.0126 (0.01016132509681125)  --> TIME: 2025-05-09 16:43:01 -- STEP: 487/725 -- GLOBAL_STEP: 158000 | > loss_disc: 2.2516260147094727 (2.205324869625866) | > loss_disc_real_0: 0.15885473787784576 (0.14073207494812334) | > loss_disc_real_1: 0.19052664935588837 (0.1929559867056489) | > loss_disc_real_2: 0.1916911005973816 (0.18735448502050045) | > loss_disc_real_3: 0.21361470222473145 (0.20375884295244234) | > loss_disc_real_4: 0.20574133098125458 (0.19803001990186112) | > loss_disc_real_5: 0.24518869817256927 (0.20231867603024417) | > loss_0: 2.2516260147094727 (2.205324869625866) | > grad_norm_0: tensor(35.1483, device='cuda:0') (tensor(33.6431, device='cuda:0')) | > loss_gen: 2.827472448348999 (2.7851653813826225) | > loss_kl: 1.7323461771011353 (1.7385347689936048) | > loss_feat: 8.392759323120117 (8.308505830823515) | > loss_mel: 13.38171100616455 (13.396749435753794) | > loss_duration: 1.6792643070220947 (1.6952062353216397) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.013553619384766 (27.924161585939004) | > grad_norm_1: tensor(659.7207, device='cuda:0') (tensor(697.7438, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8153 (0.847858429444644) | > loader_time: 0.0104 (0.010159975694190302) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_158000.pth  --> TIME: 2025-05-09 16:43:47 -- STEP: 537/725 -- GLOBAL_STEP: 158050 | > loss_disc: 2.147435188293457 (2.2054861311140006) | > loss_disc_real_0: 0.12735271453857422 (0.1408423433354336) | > loss_disc_real_1: 0.1949230134487152 (0.19299954420139456) | > loss_disc_real_2: 0.19954843819141388 (0.1873099005588606) | > loss_disc_real_3: 0.17723065614700317 (0.20364144355669142) | > loss_disc_real_4: 0.1850932389497757 (0.19791059470709474) | > loss_disc_real_5: 0.19296018779277802 (0.20255353418308927) | > loss_0: 2.147435188293457 (2.2054861311140006) | > grad_norm_0: tensor(31.8483, device='cuda:0') (tensor(33.5073, device='cuda:0')) | > loss_gen: 2.711188316345215 (2.783792787867995) | > loss_kl: 1.4829243421554565 (1.7375676394396873) | > loss_feat: 8.786348342895508 (8.312820049193537) | > loss_mel: 14.126935005187988 (13.408374670941514) | > loss_duration: 1.7331054210662842 (1.695826553099648) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.840499877929688 (27.93838166746569) | > grad_norm_1: tensor(366.4748, device='cuda:0') (tensor(698.0846, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8454 (0.84817204217893) | > loader_time: 0.009 (0.0101452126849297)  --> TIME: 2025-05-09 16:44:30 -- STEP: 587/725 -- GLOBAL_STEP: 158100 | > loss_disc: 2.2705516815185547 (2.208246412228481) | > loss_disc_real_0: 0.14774854481220245 (0.1411821393445261) | > loss_disc_real_1: 0.20642051100730896 (0.1933748270726083) | > loss_disc_real_2: 0.17157632112503052 (0.187574587825819) | > loss_disc_real_3: 0.24149341881275177 (0.20377328948734977) | > loss_disc_real_4: 0.21849343180656433 (0.1979195665967931) | > loss_disc_real_5: 0.21512950956821442 (0.2028048005354871) | > loss_0: 2.2705516815185547 (2.208246412228481) | > grad_norm_0: tensor(30.8799, device='cuda:0') (tensor(33.7902, device='cuda:0')) | > loss_gen: 2.743964910507202 (2.7840262413837227) | > loss_kl: 1.7386411428451538 (1.7363511565596723) | > loss_feat: 7.89506196975708 (8.310181050731131) | > loss_mel: 13.569323539733887 (13.417835575149253) | > loss_duration: 1.6683728694915771 (1.6954293472397264) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.61536407470703 (27.943823328619306) | > grad_norm_1: tensor(858.2137, device='cuda:0') (tensor(697.2590, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8647 (0.8487375594891315) | > loader_time: 0.0096 (0.010124299960810644)  --> TIME: 2025-05-09 16:45:14 -- STEP: 637/725 -- GLOBAL_STEP: 158150 | > loss_disc: 2.231295585632324 (2.209581171886136) | > loss_disc_real_0: 0.1603177934885025 (0.1410124663503335) | > loss_disc_real_1: 0.20368042588233948 (0.19359217658989855) | > loss_disc_real_2: 0.1875607818365097 (0.18788165277457863) | > loss_disc_real_3: 0.2118285596370697 (0.203862225312266) | > loss_disc_real_4: 0.1656797230243683 (0.1980417646596346) | > loss_disc_real_5: 0.20094913244247437 (0.20313592020018695) | > loss_0: 2.231295585632324 (2.209581171886136) | > grad_norm_0: tensor(61.2213, device='cuda:0') (tensor(33.4993, device='cuda:0')) | > loss_gen: 2.7398288249969482 (2.780096948988956) | > loss_kl: 1.7691932916641235 (1.7330301337564002) | > loss_feat: 8.533501625061035 (8.29848853534956) | > loss_mel: 12.800148963928223 (13.417449196616381) | > loss_duration: 1.679099202156067 (1.6953903305661546) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.521772384643555 (27.924455118703314) | > grad_norm_1: tensor(797.8438, device='cuda:0') (tensor(697.6967, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.9119 (0.8492313935955054) | > loader_time: 0.0104 (0.010129870574927214)  --> TIME: 2025-05-09 16:45:57 -- STEP: 687/725 -- GLOBAL_STEP: 158200 | > loss_disc: 2.237639904022217 (2.2088424057592624) | > loss_disc_real_0: 0.11418985575437546 (0.14076652280780272) | > loss_disc_real_1: 0.19621820747852325 (0.19358687992092494) | > loss_disc_real_2: 0.1876944750547409 (0.18773822761866021) | > loss_disc_real_3: 0.2035406529903412 (0.20387262329350747) | > loss_disc_real_4: 0.19998818635940552 (0.19820516620487455) | > loss_disc_real_5: 0.1803290694952011 (0.20289845607383108) | > loss_0: 2.237639904022217 (2.2088424057592624) | > grad_norm_0: tensor(23.3407, device='cuda:0') (tensor(33.6638, device='cuda:0')) | > loss_gen: 2.6306469440460205 (2.7811749786615714) | > loss_kl: 1.7274585962295532 (1.732554177703468) | > loss_feat: 8.817968368530273 (8.303797610114932) | > loss_mel: 13.498878479003906 (13.426089193796669) | > loss_duration: 1.7117044925689697 (1.6953235574858332) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.38665771484375 (27.938939495725222) | > grad_norm_1: tensor(310.8183, device='cuda:0') (tensor(699.1750, device='cuda:0')) | > current_lr_0: 0.00019618658355551082 | > current_lr_1: 0.00019618658355551082 | > step_time: 0.8459 (0.8488994442913383) | > loader_time: 0.0109 (0.010105283673326694)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3314871788024902 (2.3314871788024902) | > loss_disc_real_0: 0.15593385696411133 (0.15593385696411133) | > loss_disc_real_1: 0.17530328035354614 (0.17530328035354614) | > loss_disc_real_2: 0.20187611877918243 (0.20187611877918243) | > loss_disc_real_3: 0.2016867697238922 (0.2016867697238922) | > loss_disc_real_4: 0.20680135488510132 (0.20680135488510132) | > loss_disc_real_5: 0.27058547735214233 (0.27058547735214233) | > loss_0: 2.3314871788024902 (2.3314871788024902) | > loss_gen: 2.6095778942108154 (2.6095778942108154) | > loss_kl: 2.047084093093872 (2.047084093093872) | > loss_feat: 8.148248672485352 (8.148248672485352) | > loss_mel: 12.837696075439453 (12.837696075439453) | > loss_duration: 1.6893738508224487 (1.6893738508224487) | > loss_1: 27.33197784423828 (27.33197784423828)  --> STEP: 1 | > loss_disc: 2.1855595111846924 (2.1855595111846924) | > loss_disc_real_0: 0.12869040668010712 (0.12869040668010712) | > loss_disc_real_1: 0.1550377905368805 (0.1550377905368805) | > loss_disc_real_2: 0.201310932636261 (0.201310932636261) | > loss_disc_real_3: 0.19969666004180908 (0.19969666004180908) | > loss_disc_real_4: 0.17309564352035522 (0.17309564352035522) | > loss_disc_real_5: 0.2685779929161072 (0.2685779929161072) | > loss_0: 2.1855595111846924 (2.1855595111846924) | > loss_gen: 2.7283828258514404 (2.7283828258514404) | > loss_kl: 2.1120827198028564 (2.1120827198028564) | > loss_feat: 8.591706275939941 (8.591706275939941) | > loss_mel: 14.402402877807617 (14.402402877807617) | > loss_duration: 1.7681398391723633 (1.7681398391723633) | > loss_1: 29.60271453857422 (29.60271453857422)  --> STEP: 2 | > loss_disc: 2.247061252593994 (2.2163103818893433) | > loss_disc_real_0: 0.1478385329246521 (0.1382644698023796) | > loss_disc_real_1: 0.1546294242143631 (0.1548336073756218) | > loss_disc_real_2: 0.20230144262313843 (0.2018061876296997) | > loss_disc_real_3: 0.20153553783893585 (0.20061609894037247) | > loss_disc_real_4: 0.19499307870864868 (0.18404436111450195) | > loss_disc_real_5: 0.2509669065475464 (0.2597724497318268) | > loss_0: 2.247061252593994 (2.2163103818893433) | > loss_gen: 2.5979325771331787 (2.6631577014923096) | > loss_kl: 1.997551441192627 (2.0548170804977417) | > loss_feat: 8.135199546813965 (8.363452911376953) | > loss_mel: 13.476460456848145 (13.93943166732788) | > loss_duration: 1.8248708248138428 (1.796505331993103) | > loss_1: 28.032014846801758 (28.81736469268799)  --> STEP: 3 | > loss_disc: 2.2089531421661377 (2.213857968648275) | > loss_disc_real_0: 0.16659283638000488 (0.14770725866158804) | > loss_disc_real_1: 0.1666504591703415 (0.1587725579738617) | > loss_disc_real_2: 0.19701948761940002 (0.20021062095959982) | > loss_disc_real_3: 0.19328519701957703 (0.198172464966774) | > loss_disc_real_4: 0.1840987652540207 (0.18406249582767487) | > loss_disc_real_5: 0.24603630602359772 (0.2551937351624171) | > loss_0: 2.2089531421661377 (2.213857968648275) | > loss_gen: 2.7146975994110107 (2.68033766746521) | > loss_kl: 2.1403543949127197 (2.083329518636068) | > loss_feat: 8.653143882751465 (8.460016568501791) | > loss_mel: 13.96711254119873 (13.94865862528483) | > loss_duration: 1.7923046350479126 (1.7951050996780396) | > loss_1: 29.26761245727539 (28.96744728088379)  --> STEP: 4 | > loss_disc: 2.1811251640319824 (2.2056747674942017) | > loss_disc_real_0: 0.14275628328323364 (0.14646951481699944) | > loss_disc_real_1: 0.16392546892166138 (0.16006078571081161) | > loss_disc_real_2: 0.18477602303028107 (0.19635197147727013) | > loss_disc_real_3: 0.17271965742111206 (0.1918092630803585) | > loss_disc_real_4: 0.22637337446212769 (0.19464021548628807) | > loss_disc_real_5: 0.2531376779079437 (0.25467972084879875) | > loss_0: 2.1811251640319824 (2.2056747674942017) | > loss_gen: 2.683748960494995 (2.6811904907226562) | > loss_kl: 2.1056132316589355 (2.0889004468917847) | > loss_feat: 8.637426376342773 (8.504369020462036) | > loss_mel: 14.275927543640137 (14.030475854873657) | > loss_duration: 1.7426058053970337 (1.781980276107788) | > loss_1: 29.44532012939453 (29.086915493011475) --> EVAL PERFORMANCE | > avg_loader_time: 0.2851880192756653 (-0.000247955322265625) | > avg_loss_disc: 2.2056747674942017 (-0.0964999794960022) | > avg_loss_disc_real_0: 0.14646951481699944 (+0.005208278074860573) | > avg_loss_disc_real_1: 0.16006078571081161 (-0.054643310606479645) | > avg_loss_disc_real_2: 0.19635197147727013 (-0.010892290621995926) | > avg_loss_disc_real_3: 0.1918092630803585 (-0.016679462045431137) | > avg_loss_disc_real_4: 0.19464021548628807 (-0.02220528945326805) | > avg_loss_disc_real_5: 0.25467972084879875 (+0.002622939646244049) | > avg_loss_0: 2.2056747674942017 (-0.0964999794960022) | > avg_loss_gen: 2.6811904907226562 (-0.029823899269104004) | > avg_loss_kl: 2.0889004468917847 (+0.10727241635322571) | > avg_loss_feat: 8.504369020462036 (+0.25474977493286133) | > avg_loss_mel: 14.030475854873657 (+0.25933027267456055) | > avg_loss_duration: 1.781980276107788 (+0.009380728006362915) | > avg_loss_1: 29.086915493011475 (+0.6009087562561035)  > EPOCH: 155/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 16:46:36)   --> TIME: 2025-05-09 16:46:48 -- STEP: 12/725 -- GLOBAL_STEP: 158250 | > loss_disc: 2.2628095149993896 (2.2599323789278665) | > loss_disc_real_0: 0.115960992872715 (0.1433554558704297) | > loss_disc_real_1: 0.21932774782180786 (0.2074131133655707) | > loss_disc_real_2: 0.2113547921180725 (0.19528603802124658) | > loss_disc_real_3: 0.20317994058132172 (0.20540803050001463) | > loss_disc_real_4: 0.1727985143661499 (0.19845112040638924) | > loss_disc_real_5: 0.21627289056777954 (0.2085143948594729) | > loss_0: 2.2628095149993896 (2.2599323789278665) | > grad_norm_0: tensor(29.4359, device='cuda:0') (tensor(40.1277, device='cuda:0')) | > loss_gen: 2.7923495769500732 (2.7051730354626975) | > loss_kl: 1.663578748703003 (1.7221683065096538) | > loss_feat: 7.919929027557373 (8.085949699083963) | > loss_mel: 13.708345413208008 (13.383036931355795) | > loss_duration: 1.735175609588623 (1.7004332741101582) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.819377899169922 (27.596761226654053) | > grad_norm_1: tensor(982.3932, device='cuda:0') (tensor(749.8094, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8319 (0.8396356503168741) | > loader_time: 0.0128 (0.01036304235458374)  --> TIME: 2025-05-09 16:47:32 -- STEP: 62/725 -- GLOBAL_STEP: 158300 | > loss_disc: 2.3199214935302734 (2.218366692143102) | > loss_disc_real_0: 0.16169938445091248 (0.14014036460749574) | > loss_disc_real_1: 0.217731311917305 (0.19530016304023803) | > loss_disc_real_2: 0.1959562748670578 (0.18980415598038705) | > loss_disc_real_3: 0.19482047855854034 (0.2043895646929741) | > loss_disc_real_4: 0.20417922735214233 (0.19882693502210802) | > loss_disc_real_5: 0.16966913640499115 (0.20361845892283223) | > loss_0: 2.3199214935302734 (2.218366692143102) | > grad_norm_0: tensor(69.1264, device='cuda:0') (tensor(38.1213, device='cuda:0')) | > loss_gen: 2.6075775623321533 (2.7825611406756985) | > loss_kl: 1.617983102798462 (1.723177065772395) | > loss_feat: 7.702388763427734 (8.315684533888298) | > loss_mel: 13.941158294677734 (13.463604711717174) | > loss_duration: 1.7384483814239502 (1.6942320100722774) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.60755729675293 (27.97925933714836) | > grad_norm_1: tensor(234.4096, device='cuda:0') (tensor(705.6581, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8563 (0.8556050908180975) | > loader_time: 0.0096 (0.010321574826394357)  --> TIME: 2025-05-09 16:48:15 -- STEP: 112/725 -- GLOBAL_STEP: 158350 | > loss_disc: 2.032634735107422 (2.211792098624366) | > loss_disc_real_0: 0.15921960771083832 (0.14183248373280682) | > loss_disc_real_1: 0.17654263973236084 (0.19444401123161828) | > loss_disc_real_2: 0.17792394757270813 (0.18855195532419852) | > loss_disc_real_3: 0.22222121059894562 (0.20282365115625517) | > loss_disc_real_4: 0.17689576745033264 (0.19759676339370866) | > loss_disc_real_5: 0.21077407896518707 (0.2029877253142851) | > loss_0: 2.032634735107422 (2.211792098624366) | > grad_norm_0: tensor(73.0858, device='cuda:0') (tensor(37.8634, device='cuda:0')) | > loss_gen: 3.2719485759735107 (2.781706377863883) | > loss_kl: 1.6347893476486206 (1.7258631789258547) | > loss_feat: 9.651734352111816 (8.311761081218721) | > loss_mel: 15.316272735595703 (13.48773935011455) | > loss_duration: 1.6946301460266113 (1.6969559437462263) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.569374084472656 (28.004025833947317) | > grad_norm_1: tensor(836.0469, device='cuda:0') (tensor(717.6735, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8266 (0.8539033894027984) | > loader_time: 0.0098 (0.01013252777712686)  --> TIME: 2025-05-09 16:48:58 -- STEP: 162/725 -- GLOBAL_STEP: 158400 | > loss_disc: 2.062203884124756 (2.208781218823091) | > loss_disc_real_0: 0.14773568511009216 (0.14009537018927534) | > loss_disc_real_1: 0.17882294952869415 (0.1945954549275799) | > loss_disc_real_2: 0.1887507438659668 (0.18849994187001834) | > loss_disc_real_3: 0.1880348026752472 (0.20381886548834077) | > loss_disc_real_4: 0.1874285340309143 (0.19821834214675574) | > loss_disc_real_5: 0.19669954478740692 (0.20177644776341364) | > loss_0: 2.062203884124756 (2.208781218823091) | > grad_norm_0: tensor(31.9157, device='cuda:0') (tensor(37.1224, device='cuda:0')) | > loss_gen: 3.041618824005127 (2.7845071613052736) | > loss_kl: 1.6887866258621216 (1.7235558055065296) | > loss_feat: 8.828388214111328 (8.327604335031392) | > loss_mel: 14.307968139648438 (13.470797886083156) | > loss_duration: 1.6368759870529175 (1.6954484434775363) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.50363540649414 (28.001913518081476) | > grad_norm_1: tensor(740.1398, device='cuda:0') (tensor(716.1729, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8385 (0.8535636266072595) | > loader_time: 0.0099 (0.010027009763835387)  --> TIME: 2025-05-09 16:49:43 -- STEP: 212/725 -- GLOBAL_STEP: 158450 | > loss_disc: 2.1735494136810303 (2.207593497240316) | > loss_disc_real_0: 0.16968467831611633 (0.13914894288019194) | > loss_disc_real_1: 0.18279536068439484 (0.19440666635362608) | > loss_disc_real_2: 0.19765092432498932 (0.18901008655721294) | > loss_disc_real_3: 0.22468604147434235 (0.2038521127037282) | > loss_disc_real_4: 0.2111125886440277 (0.19818075732240137) | > loss_disc_real_5: 0.21107400953769684 (0.20208262455350953) | > loss_0: 2.1735494136810303 (2.207593497240316) | > grad_norm_0: tensor(47.0230, device='cuda:0') (tensor(36.5949, device='cuda:0')) | > loss_gen: 2.93530011177063 (2.7852145883272277) | > loss_kl: 1.7068930864334106 (1.7242926927107685) | > loss_feat: 7.9688401222229 (8.333976466700713) | > loss_mel: 12.644092559814453 (13.486553331591049) | > loss_duration: 1.6972548961639404 (1.6957715125578754) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.952381134033203 (28.025808505292208) | > grad_norm_1: tensor(859.7391, device='cuda:0') (tensor(726.0934, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8531 (0.8572728465188227) | > loader_time: 0.0099 (0.010049292501413598)  --> TIME: 2025-05-09 16:50:26 -- STEP: 262/725 -- GLOBAL_STEP: 158500 | > loss_disc: 2.1977643966674805 (2.2084763168378623) | > loss_disc_real_0: 0.09940717369318008 (0.138496483043405) | > loss_disc_real_1: 0.19102433323860168 (0.19428992038237228) | > loss_disc_real_2: 0.15811488032341003 (0.18879666389854818) | > loss_disc_real_3: 0.2008720487356186 (0.20419255467771572) | > loss_disc_real_4: 0.18012812733650208 (0.1981803154331127) | > loss_disc_real_5: 0.17931245267391205 (0.2026164839968427) | > loss_0: 2.1977643966674805 (2.2084763168378623) | > grad_norm_0: tensor(18.6525, device='cuda:0') (tensor(36.1297, device='cuda:0')) | > loss_gen: 2.6033473014831543 (2.7796694740994288) | > loss_kl: 1.7689321041107178 (1.7300010155175478) | > loss_feat: 7.603415012359619 (8.300054129753406) | > loss_mel: 12.154688835144043 (13.446564648897594) | > loss_duration: 1.684226393699646 (1.6968495891294406) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.81460952758789 (27.953138751838043) | > grad_norm_1: tensor(660.8392, device='cuda:0') (tensor(728.1159, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8704 (0.8565117475640684) | > loader_time: 0.011 (0.010127210435066515)  --> TIME: 2025-05-09 16:51:09 -- STEP: 312/725 -- GLOBAL_STEP: 158550 | > loss_disc: 2.307446002960205 (2.2121595182479936) | > loss_disc_real_0: 0.14853419363498688 (0.1392561230712977) | > loss_disc_real_1: 0.1814204305410385 (0.1941510159999896) | > loss_disc_real_2: 0.20538151264190674 (0.1893068280262061) | > loss_disc_real_3: 0.2183789610862732 (0.20408689383512887) | > loss_disc_real_4: 0.18314707279205322 (0.1985236257792284) | > loss_disc_real_5: 0.20024216175079346 (0.20299529298566846) | > loss_0: 2.307446002960205 (2.2121595182479936) | > grad_norm_0: tensor(32.7803, device='cuda:0') (tensor(36.4315, device='cuda:0')) | > loss_gen: 2.5097973346710205 (2.775901614855498) | > loss_kl: 1.7420170307159424 (1.733877413165875) | > loss_feat: 6.890990734100342 (8.279270920998009) | > loss_mel: 11.936705589294434 (13.457768871234007) | > loss_duration: 1.698348879814148 (1.6961008214797728) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.777860641479492 (27.942919559967816) | > grad_norm_1: tensor(746.0032, device='cuda:0') (tensor(729.5722, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8427 (0.8554158623401938) | > loader_time: 0.0107 (0.010181487370760012)  --> TIME: 2025-05-09 16:51:53 -- STEP: 362/725 -- GLOBAL_STEP: 158600 | > loss_disc: 2.2249155044555664 (2.2118285301640537) | > loss_disc_real_0: 0.11411626636981964 (0.13975303144662424) | > loss_disc_real_1: 0.21795648336410522 (0.19391624411331357) | > loss_disc_real_2: 0.1791609227657318 (0.1890458216407024) | > loss_disc_real_3: 0.22210679948329926 (0.20424470815869325) | > loss_disc_real_4: 0.1595613807439804 (0.19824402565290922) | > loss_disc_real_5: 0.2074252814054489 (0.2028638531983886) | > loss_0: 2.2249155044555664 (2.2118285301640537) | > grad_norm_0: tensor(46.5995, device='cuda:0') (tensor(36.2169, device='cuda:0')) | > loss_gen: 2.6698145866394043 (2.7758732856307904) | > loss_kl: 1.852479100227356 (1.7353228617109646) | > loss_feat: 8.391279220581055 (8.276661485598227) | > loss_mel: 13.285419464111328 (13.437583393813492) | > loss_duration: 1.6424005031585693 (1.695030879249889) | > amp_scaler: 256.0 (131.18232044198894) | > loss_1: 27.841394424438477 (27.92047181840759) | > grad_norm_1: tensor(811.9969, device='cuda:0') (tensor(725.2466, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8586 (0.8551717021847302) | > loader_time: 0.0102 (0.010182802848394406)  --> TIME: 2025-05-09 16:52:36 -- STEP: 412/725 -- GLOBAL_STEP: 158650 | > loss_disc: 2.2851696014404297 (2.2110633364001515) | > loss_disc_real_0: 0.18533280491828918 (0.1398182561422146) | > loss_disc_real_1: 0.2105541229248047 (0.19394858308064128) | > loss_disc_real_2: 0.21833057701587677 (0.1884206167774873) | > loss_disc_real_3: 0.24787819385528564 (0.2040955013441808) | > loss_disc_real_4: 0.23129227757453918 (0.19848743547658326) | > loss_disc_real_5: 0.19007985293865204 (0.20273447879454456) | > loss_0: 2.2851696014404297 (2.2110633364001515) | > grad_norm_0: tensor(51.2144, device='cuda:0') (tensor(36.0298, device='cuda:0')) | > loss_gen: 2.849971055984497 (2.7777503676784847) | > loss_kl: 1.6536979675292969 (1.7382757435145888) | > loss_feat: 7.760312080383301 (8.282989795925548) | > loss_mel: 12.112462997436523 (13.435208876156109) | > loss_duration: 1.693373680114746 (1.695168584006504) | > amp_scaler: 256.0 (146.33009708737862) | > loss_1: 26.069820404052734 (27.929393291473385) | > grad_norm_1: tensor(521.9766, device='cuda:0') (tensor(722.0230, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8468 (0.8550393176310274) | > loader_time: 0.0096 (0.01019356667416768)  --> TIME: 2025-05-09 16:53:19 -- STEP: 462/725 -- GLOBAL_STEP: 158700 | > loss_disc: 2.189197063446045 (2.212305107157983) | > loss_disc_real_0: 0.20008105039596558 (0.13952990529405593) | > loss_disc_real_1: 0.1846245527267456 (0.19419609087628203) | > loss_disc_real_2: 0.19296345114707947 (0.18847208405598945) | > loss_disc_real_3: 0.20455153286457062 (0.204373438314442) | > loss_disc_real_4: 0.2004355788230896 (0.19861986700977605) | > loss_disc_real_5: 0.21513880789279938 (0.20303942579211604) | > loss_0: 2.189197063446045 (2.212305107157983) | > grad_norm_0: tensor(70.5528, device='cuda:0') (tensor(35.0257, device='cuda:0')) | > loss_gen: 2.873142957687378 (2.771970772640014) | > loss_kl: 1.754677176475525 (1.7390168554339058) | > loss_feat: 8.639330863952637 (8.260518741814085) | > loss_mel: 14.017207145690918 (13.393332636201533) | > loss_duration: 1.7371177673339844 (1.6952739453418946) | > amp_scaler: 256.0 (158.19913419913422) | > loss_1: 29.021474838256836 (27.860112871442517) | > grad_norm_1: tensor(915.5118, device='cuda:0') (tensor(718.7219, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.7903 (0.8539414426465057) | > loader_time: 0.0096 (0.010172849609738311)  --> TIME: 2025-05-09 16:54:02 -- STEP: 512/725 -- GLOBAL_STEP: 158750 | > loss_disc: 2.230677604675293 (2.2118576182983807) | > loss_disc_real_0: 0.14764435589313507 (0.13988873185007822) | > loss_disc_real_1: 0.16351504623889923 (0.19396374083589762) | > loss_disc_real_2: 0.19141216576099396 (0.1883287454256789) | > loss_disc_real_3: 0.16478756070137024 (0.20436181584955193) | > loss_disc_real_4: 0.1805582195520401 (0.19868746784050023) | > loss_disc_real_5: 0.19095036387443542 (0.2025551213882863) | > loss_0: 2.230677604675293 (2.2118576182983807) | > grad_norm_0: tensor(21.8583, device='cuda:0') (tensor(35.0124, device='cuda:0')) | > loss_gen: 2.668731451034546 (2.7740395911969244) | > loss_kl: 1.8928945064544678 (1.739140820223838) | > loss_feat: 8.165366172790527 (8.271421859972175) | > loss_mel: 13.559938430786133 (13.405290246009823) | > loss_duration: 1.6595213413238525 (1.695867117960006) | > amp_scaler: 256.0 (167.75000000000003) | > loss_1: 27.94645118713379 (27.88575957342982) | > grad_norm_1: tensor(678.1837, device='cuda:0') (tensor(714.2762, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8592 (0.8533740970306101) | > loader_time: 0.0098 (0.010142493993043906)  --> TIME: 2025-05-09 16:54:46 -- STEP: 562/725 -- GLOBAL_STEP: 158800 | > loss_disc: 2.0610640048980713 (2.210820171332443) | > loss_disc_real_0: 0.13124330341815948 (0.13948825574430274) | > loss_disc_real_1: 0.17208527028560638 (0.19389597782566878) | > loss_disc_real_2: 0.1853628158569336 (0.18841438472695204) | > loss_disc_real_3: 0.20876431465148926 (0.2045203762864727) | > loss_disc_real_4: 0.19200542569160461 (0.1986630469083362) | > loss_disc_real_5: 0.18513958156108856 (0.20251027189751955) | > loss_0: 2.0610640048980713 (2.210820171332443) | > grad_norm_0: tensor(50.1310, device='cuda:0') (tensor(34.9086, device='cuda:0')) | > loss_gen: 2.9861223697662354 (2.7759827303292495) | > loss_kl: 1.70542311668396 (1.7413881147459311) | > loss_feat: 9.724352836608887 (8.277114587322249) | > loss_mel: 14.388246536254883 (13.40420791687066) | > loss_duration: 1.6557693481445312 (1.695794665516483) | > amp_scaler: 256.0 (175.60142348754448) | > loss_1: 30.459915161132812 (27.89448797490673) | > grad_norm_1: tensor(798.9387, device='cuda:0') (tensor(713.9993, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8845 (0.853552729209547) | > loader_time: 0.0099 (0.010129413146565396)  --> TIME: 2025-05-09 16:55:29 -- STEP: 612/725 -- GLOBAL_STEP: 158850 | > loss_disc: 2.117450475692749 (2.2090640652413445) | > loss_disc_real_0: 0.09281212091445923 (0.1392440814890113) | > loss_disc_real_1: 0.18704107403755188 (0.19369588945718372) | > loss_disc_real_2: 0.17015306651592255 (0.18817679783682428) | > loss_disc_real_3: 0.20849426090717316 (0.20434163771326244) | > loss_disc_real_4: 0.15736399590969086 (0.1984058662372478) | > loss_disc_real_5: 0.15602053701877594 (0.20262290086913734) | > loss_0: 2.117450475692749 (2.2090640652413445) | > grad_norm_0: tensor(25.1016, device='cuda:0') (tensor(35.0419, device='cuda:0')) | > loss_gen: 2.912626266479492 (2.7774802294431953) | > loss_kl: 1.8482062816619873 (1.7429371709917114) | > loss_feat: 8.729201316833496 (8.283677917679933) | > loss_mel: 13.882875442504883 (13.410228855469642) | > loss_duration: 1.6137945652008057 (1.6955152235779105) | > amp_scaler: 256.0 (182.1699346405229) | > loss_1: 28.986703872680664 (27.909839346517924) | > grad_norm_1: tensor(712.7438, device='cuda:0') (tensor(720.2681, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.826 (0.8534584216822206) | > loader_time: 0.0098 (0.010107928631352441)  --> TIME: 2025-05-09 16:56:12 -- STEP: 662/725 -- GLOBAL_STEP: 158900 | > loss_disc: 2.146911859512329 (2.208024021722038) | > loss_disc_real_0: 0.20483045279979706 (0.13956659727271217) | > loss_disc_real_1: 0.19202972948551178 (0.19347984490077652) | > loss_disc_real_2: 0.17684514820575714 (0.1878931782126788) | > loss_disc_real_3: 0.23174355924129486 (0.2043841304510741) | > loss_disc_real_4: 0.19198936223983765 (0.19833174257840275) | > loss_disc_real_5: 0.19419722259044647 (0.20274288506666338) | > loss_0: 2.146911859512329 (2.208024021722038) | > grad_norm_0: tensor(59.7878, device='cuda:0') (tensor(35.1952, device='cuda:0')) | > loss_gen: 3.0262155532836914 (2.7802858900087486) | > loss_kl: 1.7139049768447876 (1.7410736856503797) | > loss_feat: 9.018035888671875 (8.292187983896088) | > loss_mel: 14.07308578491211 (13.413159383387718) | > loss_duration: 1.7077115774154663 (1.6957520143863294) | > amp_scaler: 256.0 (187.74622356495473) | > loss_1: 29.53895378112793 (27.92245891375124) | > grad_norm_1: tensor(817.9982, device='cuda:0') (tensor(719.2978, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.853 (0.8528745714631325) | > loader_time: 0.0111 (0.010112218986465134)  --> TIME: 2025-05-09 16:56:55 -- STEP: 712/725 -- GLOBAL_STEP: 158950 | > loss_disc: 2.1772336959838867 (2.209688934382427) | > loss_disc_real_0: 0.12748202681541443 (0.1398500529316703) | > loss_disc_real_1: 0.15664248168468475 (0.1935040807623541) | > loss_disc_real_2: 0.1807653158903122 (0.18803608559825463) | > loss_disc_real_3: 0.20392246544361115 (0.2045193028039811) | > loss_disc_real_4: 0.18360638618469238 (0.19839243297831397) | > loss_disc_real_5: 0.22609101235866547 (0.20273216234080577) | > loss_0: 2.1772336959838867 (2.209688934382427) | > grad_norm_0: tensor(34.2716, device='cuda:0') (tensor(34.6066, device='cuda:0')) | > loss_gen: 2.7255890369415283 (2.776833284436987) | > loss_kl: 1.7199488878250122 (1.7408369806375403) | > loss_feat: 8.80906867980957 (8.287742671002173) | > loss_mel: 13.814197540283203 (13.419332194864076) | > loss_duration: 1.6868925094604492 (1.6952926645453053) | > amp_scaler: 256.0 (192.53932584269663) | > loss_1: 28.755699157714844 (27.920037754466026) | > grad_norm_1: tensor(909.1835, device='cuda:0') (tensor(710.4553, device='cuda:0')) | > current_lr_0: 0.00019616206023256638 | > current_lr_1: 0.00019616206023256638 | > step_time: 0.8247 (0.8524510793471605) | > loader_time: 0.0098 (0.010113336731878564)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.33834171295166 (2.33834171295166) | > loss_disc_real_0: 0.09630829840898514 (0.09630829840898514) | > loss_disc_real_1: 0.200741708278656 (0.200741708278656) | > loss_disc_real_2: 0.17671775817871094 (0.17671775817871094) | > loss_disc_real_3: 0.22334043681621552 (0.22334043681621552) | > loss_disc_real_4: 0.2481333613395691 (0.2481333613395691) | > loss_disc_real_5: 0.23494644463062286 (0.23494644463062286) | > loss_0: 2.33834171295166 (2.33834171295166) | > loss_gen: 2.467031955718994 (2.467031955718994) | > loss_kl: 1.995606541633606 (1.995606541633606) | > loss_feat: 8.789836883544922 (8.789836883544922) | > loss_mel: 14.612528800964355 (14.612528800964355) | > loss_duration: 1.6838077306747437 (1.6838077306747437) | > loss_1: 29.548810958862305 (29.548810958862305)  --> STEP: 1 | > loss_disc: 2.3789079189300537 (2.3789079189300537) | > loss_disc_real_0: 0.10876292735338211 (0.10876292735338211) | > loss_disc_real_1: 0.200526162981987 (0.200526162981987) | > loss_disc_real_2: 0.19526082277297974 (0.19526082277297974) | > loss_disc_real_3: 0.21748818457126617 (0.21748818457126617) | > loss_disc_real_4: 0.24011601507663727 (0.24011601507663727) | > loss_disc_real_5: 0.2542983591556549 (0.2542983591556549) | > loss_0: 2.3789079189300537 (2.3789079189300537) | > loss_gen: 2.406038522720337 (2.406038522720337) | > loss_kl: 1.6185417175292969 (1.6185417175292969) | > loss_feat: 7.206909656524658 (7.206909656524658) | > loss_mel: 13.56523609161377 (13.56523609161377) | > loss_duration: 1.764063835144043 (1.764063835144043) | > loss_1: 26.560787200927734 (26.560787200927734)  --> STEP: 2 | > loss_disc: 2.369915008544922 (2.374411463737488) | > loss_disc_real_0: 0.09688068926334381 (0.10282180830836296) | > loss_disc_real_1: 0.21283197402954102 (0.206679068505764) | > loss_disc_real_2: 0.1715882420539856 (0.18342453241348267) | > loss_disc_real_3: 0.20746879279613495 (0.21247848868370056) | > loss_disc_real_4: 0.24278290569782257 (0.24144946038722992) | > loss_disc_real_5: 0.2503977119922638 (0.25234803557395935) | > loss_0: 2.369915008544922 (2.374411463737488) | > loss_gen: 2.408252716064453 (2.407145619392395) | > loss_kl: 1.79998779296875 (1.7092647552490234) | > loss_feat: 8.599395751953125 (7.903152704238892) | > loss_mel: 14.655735969543457 (14.110486030578613) | > loss_duration: 1.8387854099273682 (1.8014246225357056) | > loss_1: 29.302156448364258 (27.931471824645996)  --> STEP: 3 | > loss_disc: 2.296835422515869 (2.3485527833302817) | > loss_disc_real_0: 0.08823247253894806 (0.09795869638522466) | > loss_disc_real_1: 0.2002817690372467 (0.20454663534959158) | > loss_disc_real_2: 0.16710102558135986 (0.17798336346944174) | > loss_disc_real_3: 0.23909993469715118 (0.22135230402151743) | > loss_disc_real_4: 0.2411971241235733 (0.2413653482993444) | > loss_disc_real_5: 0.22437576949596405 (0.24302394688129425) | > loss_0: 2.296835422515869 (2.3485527833302817) | > loss_gen: 2.5323047637939453 (2.4488653341929116) | > loss_kl: 1.8611124753952026 (1.7598806619644165) | > loss_feat: 8.903846740722656 (8.236717383066813) | > loss_mel: 14.90442943572998 (14.375133832295736) | > loss_duration: 1.7989989519119263 (1.8006160656611125) | > loss_1: 30.00069236755371 (28.621212005615234)  --> STEP: 4 | > loss_disc: 2.4801173210144043 (2.3814439177513123) | > loss_disc_real_0: 0.1154426708817482 (0.10232969000935555) | > loss_disc_real_1: 0.22855761647224426 (0.21054938063025475) | > loss_disc_real_2: 0.1944558024406433 (0.18210147321224213) | > loss_disc_real_3: 0.22650335729122162 (0.22264006733894348) | > loss_disc_real_4: 0.23798322677612305 (0.24051981791853905) | > loss_disc_real_5: 0.22167769074440002 (0.2376873828470707) | > loss_0: 2.4801173210144043 (2.3814439177513123) | > loss_gen: 2.232633590698242 (2.3948073983192444) | > loss_kl: 1.841809868812561 (1.7803629636764526) | > loss_feat: 7.095852375030518 (7.951501131057739) | > loss_mel: 12.356916427612305 (13.870579481124878) | > loss_duration: 1.7427653074264526 (1.7861533761024475) | > loss_1: 25.269977569580078 (27.783403396606445) --> EVAL PERFORMANCE | > avg_loader_time: 0.2804340124130249 (-0.004754006862640381) | > avg_loss_disc: 2.3814439177513123 (+0.1757691502571106) | > avg_loss_disc_real_0: 0.10232969000935555 (-0.04413982480764389) | > avg_loss_disc_real_1: 0.21054938063025475 (+0.05048859491944313) | > avg_loss_disc_real_2: 0.18210147321224213 (-0.014250498265028) | > avg_loss_disc_real_3: 0.22264006733894348 (+0.030830804258584976) | > avg_loss_disc_real_4: 0.24051981791853905 (+0.04587960243225098) | > avg_loss_disc_real_5: 0.2376873828470707 (-0.016992338001728058) | > avg_loss_0: 2.3814439177513123 (+0.1757691502571106) | > avg_loss_gen: 2.3948073983192444 (-0.28638309240341187) | > avg_loss_kl: 1.7803629636764526 (-0.30853748321533203) | > avg_loss_feat: 7.951501131057739 (-0.5528678894042969) | > avg_loss_mel: 13.870579481124878 (-0.1598963737487793) | > avg_loss_duration: 1.7861533761024475 (+0.004173099994659424) | > avg_loss_1: 27.783403396606445 (-1.3035120964050293)  > EPOCH: 156/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 16:57:12)   --> TIME: 2025-05-09 16:57:47 -- STEP: 37/725 -- GLOBAL_STEP: 159000 | > loss_disc: 2.20974063873291 (2.203602275332889) | > loss_disc_real_0: 0.14470867812633514 (0.14645615099249662) | > loss_disc_real_1: 0.1721249222755432 (0.19200852754953746) | > loss_disc_real_2: 0.15606825053691864 (0.18585613772675796) | > loss_disc_real_3: 0.19043992459774017 (0.20515382652347153) | > loss_disc_real_4: 0.22095972299575806 (0.19638377548875036) | > loss_disc_real_5: 0.22565609216690063 (0.20069748243770083) | > loss_0: 2.20974063873291 (2.203602275332889) | > grad_norm_0: tensor(16.0396, device='cuda:0') (tensor(33.2590, device='cuda:0')) | > loss_gen: 2.824880838394165 (2.7676986617010995) | > loss_kl: 1.687161922454834 (1.756865871919168) | > loss_feat: 8.447174072265625 (8.290183273521631) | > loss_mel: 13.028397560119629 (13.337197690396696) | > loss_duration: 1.69657564163208 (1.693907566972681) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.68419075012207 (27.845853186942435) | > grad_norm_1: tensor(512.5844, device='cuda:0') (tensor(633.0827, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8562 (0.8557574555680558) | > loader_time: 0.01 (0.010108135841988228) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_159000.pth  --> TIME: 2025-05-09 16:58:33 -- STEP: 87/725 -- GLOBAL_STEP: 159050 | > loss_disc: 2.2428557872772217 (2.1998333821351497) | > loss_disc_real_0: 0.14169426262378693 (0.14181791674131636) | > loss_disc_real_1: 0.20009011030197144 (0.19186007873765354) | > loss_disc_real_2: 0.1776445209980011 (0.1869336310131796) | > loss_disc_real_3: 0.2083708941936493 (0.20326513856991954) | > loss_disc_real_4: 0.23553456366062164 (0.19742864250451678) | > loss_disc_real_5: 0.18842430412769318 (0.2023235352217466) | > loss_0: 2.2428557872772217 (2.1998333821351497) | > grad_norm_0: tensor(40.7635, device='cuda:0') (tensor(33.1462, device='cuda:0')) | > loss_gen: 2.5874407291412354 (2.786612672367314) | > loss_kl: 1.7368102073669434 (1.7402676782388797) | > loss_feat: 7.952408313751221 (8.36253155236957) | > loss_mel: 13.056170463562012 (13.484678991909686) | > loss_duration: 1.679735779762268 (1.6962989417985939) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.012563705444336 (28.070389824352045) | > grad_norm_1: tensor(426.6331, device='cuda:0') (tensor(684.3355, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.84 (0.8548370914897699) | > loader_time: 0.0097 (0.010151493138280406)  --> TIME: 2025-05-09 16:59:16 -- STEP: 137/725 -- GLOBAL_STEP: 159100 | > loss_disc: 2.208853244781494 (2.2148000489186206) | > loss_disc_real_0: 0.1785631626844406 (0.1447330297779863) | > loss_disc_real_1: 0.21174675226211548 (0.19350346487804052) | > loss_disc_real_2: 0.1795523762702942 (0.18818874124192841) | > loss_disc_real_3: 0.22102749347686768 (0.20470238112620193) | > loss_disc_real_4: 0.19190602004528046 (0.19940817345232864) | > loss_disc_real_5: 0.1841099113225937 (0.20117274312859904) | > loss_0: 2.208853244781494 (2.2148000489186206) | > grad_norm_0: tensor(31.8338, device='cuda:0') (tensor(33.9365, device='cuda:0')) | > loss_gen: 2.7811403274536133 (2.787135319118082) | > loss_kl: 1.7395384311676025 (1.7403362380327099) | > loss_feat: 8.497254371643066 (8.337836575334086) | > loss_mel: 12.790745735168457 (13.423524132610238) | > loss_duration: 1.6873712539672852 (1.6963061329222073) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.496047973632812 (27.985138287509447) | > grad_norm_1: tensor(606.4196, device='cuda:0') (tensor(646.7657, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8157 (0.8521861438333553) | > loader_time: 0.0092 (0.010028158661222804)  --> TIME: 2025-05-09 16:59:59 -- STEP: 187/725 -- GLOBAL_STEP: 159150 | > loss_disc: 2.3527843952178955 (2.2189198247889155) | > loss_disc_real_0: 0.1888543665409088 (0.14475851593648678) | > loss_disc_real_1: 0.2112688422203064 (0.19341994359850254) | > loss_disc_real_2: 0.21606750786304474 (0.18856115105317875) | > loss_disc_real_3: 0.19745796918869019 (0.2050653373334497) | > loss_disc_real_4: 0.17752398550510406 (0.19927161669029914) | > loss_disc_real_5: 0.21065941452980042 (0.20358722553374303) | > loss_0: 2.3527843952178955 (2.2189198247889155) | > grad_norm_0: tensor(26.9170, device='cuda:0') (tensor(31.9588, device='cuda:0')) | > loss_gen: 2.4783196449279785 (2.7661028622305968) | > loss_kl: 1.8221393823623657 (1.741713122888045) | > loss_feat: 7.289891242980957 (8.268838668252057) | > loss_mel: 11.083781242370605 (13.362954200907827) | > loss_duration: 1.7276896238327026 (1.6968248700075608) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.40182113647461 (27.83643362483876) | > grad_norm_1: tensor(548.2829, device='cuda:0') (tensor(630.1643, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8593 (0.8511747268431966) | > loader_time: 0.0125 (0.010080108030594597)  --> TIME: 2025-05-09 17:00:42 -- STEP: 237/725 -- GLOBAL_STEP: 159200 | > loss_disc: 2.1284093856811523 (2.215622100649001) | > loss_disc_real_0: 0.11976737529039383 (0.14328749355258802) | > loss_disc_real_1: 0.2013106495141983 (0.19309522991190486) | > loss_disc_real_2: 0.18181787431240082 (0.18812026347540603) | > loss_disc_real_3: 0.20763345062732697 (0.2047824228363198) | > loss_disc_real_4: 0.18771429359912872 (0.1989043398371226) | > loss_disc_real_5: 0.1697039008140564 (0.20356405809333059) | > loss_0: 2.1284093856811523 (2.215622100649001) | > grad_norm_0: tensor(31.5713, device='cuda:0') (tensor(32.3359, device='cuda:0')) | > loss_gen: 2.9161715507507324 (2.7654662242921595) | > loss_kl: 1.9156994819641113 (1.7460029266051602) | > loss_feat: 8.294723510742188 (8.251399838974699) | > loss_mel: 14.134270668029785 (13.355059096581828) | > loss_duration: 1.6778472661972046 (1.6965833560323917) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.938711166381836 (27.814511375588204) | > grad_norm_1: tensor(800.0178, device='cuda:0') (tensor(640.6108, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8322 (0.8506705640237544) | > loader_time: 0.0096 (0.010123185467619426)  --> TIME: 2025-05-09 17:01:25 -- STEP: 287/725 -- GLOBAL_STEP: 159250 | > loss_disc: 2.3339128494262695 (2.2181322960903422) | > loss_disc_real_0: 0.21409989893436432 (0.14349971901145117) | > loss_disc_real_1: 0.18578168749809265 (0.19325925020390688) | > loss_disc_real_2: 0.21583379805088043 (0.18844006093744614) | > loss_disc_real_3: 0.21546941995620728 (0.20498543500069544) | > loss_disc_real_4: 0.2060600370168686 (0.19947919270302777) | > loss_disc_real_5: 0.3057524561882019 (0.20289844033090917) | > loss_0: 2.3339128494262695 (2.2181322960903422) | > grad_norm_0: tensor(60.3649, device='cuda:0') (tensor(32.5674, device='cuda:0')) | > loss_gen: 2.9920496940612793 (2.765958599097222) | > loss_kl: 1.678349494934082 (1.74419548785645) | > loss_feat: 8.610658645629883 (8.205425837314081) | > loss_mel: 14.07583236694336 (13.287750008214232) | > loss_duration: 1.706432819366455 (1.6965124266488214) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.063323974609375 (27.69984230014921) | > grad_norm_1: tensor(1009.6157, device='cuda:0') (tensor(641.8312, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8168 (0.8492202351732953) | > loader_time: 0.0121 (0.010120317911021795)  --> TIME: 2025-05-09 17:02:08 -- STEP: 337/725 -- GLOBAL_STEP: 159300 | > loss_disc: 2.2474758625030518 (2.2117957916740876) | > loss_disc_real_0: 0.1393745243549347 (0.14174374509105328) | > loss_disc_real_1: 0.2260262668132782 (0.19306959680527525) | > loss_disc_real_2: 0.2155916690826416 (0.18787120043877667) | > loss_disc_real_3: 0.24036726355552673 (0.20493371572444985) | > loss_disc_real_4: 0.20293252170085907 (0.19917834242833482) | > loss_disc_real_5: 0.21355736255645752 (0.20259237198783672) | > loss_0: 2.2474758625030518 (2.2117957916740876) | > grad_norm_0: tensor(50.7531, device='cuda:0') (tensor(32.1166, device='cuda:0')) | > loss_gen: 2.8274266719818115 (2.7698616337705446) | > loss_kl: 1.8664557933807373 (1.7392229273340476) | > loss_feat: 7.672820568084717 (8.236670046956316) | > loss_mel: 12.952402114868164 (13.306694293941877) | > loss_duration: 1.6654858589172363 (1.695891546212601) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.984590530395508 (27.748340380297925) | > grad_norm_1: tensor(922.3644, device='cuda:0') (tensor(650.0133, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.853 (0.8489150144933593) | > loader_time: 0.0111 (0.010108995154632648)  --> TIME: 2025-05-09 17:02:52 -- STEP: 387/725 -- GLOBAL_STEP: 159350 | > loss_disc: 2.1140146255493164 (2.2078009178472158) | > loss_disc_real_0: 0.0778542086482048 (0.1413900351455044) | > loss_disc_real_1: 0.19331061840057373 (0.19320697766711842) | > loss_disc_real_2: 0.19720768928527832 (0.1875051868362327) | > loss_disc_real_3: 0.21129409968852997 (0.20480178369724164) | > loss_disc_real_4: 0.1964390128850937 (0.19888424311189387) | > loss_disc_real_5: 0.19083380699157715 (0.20226274629048915) | > loss_0: 2.1140146255493164 (2.2078009178472158) | > grad_norm_0: tensor(21.7617, device='cuda:0') (tensor(32.7845, device='cuda:0')) | > loss_gen: 2.718416213989258 (2.7772335279203526) | > loss_kl: 1.7195829153060913 (1.740969145328808) | > loss_feat: 8.995613098144531 (8.2608019547869) | > loss_mel: 13.306714057922363 (13.332942275113842) | > loss_duration: 1.7775547504425049 (1.6959188628258324) | > amp_scaler: 128.0 (246.40826873385012) | > loss_1: 28.517881393432617 (27.80786569974835) | > grad_norm_1: tensor(672.4392, device='cuda:0') (tensor(657.7834, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8701 (0.8503127541652945) | > loader_time: 0.0095 (0.010108818995552157)  --> TIME: 2025-05-09 17:03:35 -- STEP: 437/725 -- GLOBAL_STEP: 159400 | > loss_disc: 2.32021427154541 (2.2112420104461106) | > loss_disc_real_0: 0.12256141006946564 (0.14146030704475915) | > loss_disc_real_1: 0.17736533284187317 (0.1934391900180951) | > loss_disc_real_2: 0.1730002760887146 (0.18794888387555653) | > loss_disc_real_3: 0.20354177057743073 (0.20511439490372857) | > loss_disc_real_4: 0.2037563920021057 (0.1988725006171168) | > loss_disc_real_5: 0.236354798078537 (0.20215838266114627) | > loss_0: 2.32021427154541 (2.2112420104461106) | > grad_norm_0: tensor(19.3102, device='cuda:0') (tensor(32.5477, device='cuda:0')) | > loss_gen: 2.6183042526245117 (2.773953431258214) | > loss_kl: 1.8150255680084229 (1.7399139652535904) | > loss_feat: 8.018118858337402 (8.239403619918994) | > loss_mel: 12.746759414672852 (13.30789594846678) | > loss_duration: 1.6678065061569214 (1.6957969469118446) | > amp_scaler: 128.0 (232.8604118993135) | > loss_1: 26.86601448059082 (27.75696383460981) | > grad_norm_1: tensor(670.5718, device='cuda:0') (tensor(662.8530, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8832 (0.8501464725904662) | > loader_time: 0.01 (0.010110997498990193)  --> TIME: 2025-05-09 17:04:18 -- STEP: 487/725 -- GLOBAL_STEP: 159450 | > loss_disc: 2.379239797592163 (2.214008638990981) | > loss_disc_real_0: 0.16451053321361542 (0.14149422781423376) | > loss_disc_real_1: 0.18983176350593567 (0.19374258540861408) | > loss_disc_real_2: 0.21010489761829376 (0.1883910516816242) | > loss_disc_real_3: 0.22163905203342438 (0.20541331202587307) | > loss_disc_real_4: 0.20331357419490814 (0.19898597776767415) | > loss_disc_real_5: 0.20838184654712677 (0.20217040442771742) | > loss_0: 2.379239797592163 (2.214008638990981) | > grad_norm_0: tensor(27.7406, device='cuda:0') (tensor(32.8750, device='cuda:0')) | > loss_gen: 2.5543107986450195 (2.7701544428752936) | > loss_kl: 1.7476998567581177 (1.7405171497156982) | > loss_feat: 5.9679388999938965 (8.214392989078338) | > loss_mel: 11.428018569946289 (13.290954801336209) | > loss_duration: 1.6796367168426514 (1.6964470919152794) | > amp_scaler: 128.0 (222.09445585215605) | > loss_1: 23.37760353088379 (27.712466394632013) | > grad_norm_1: tensor(388.3449, device='cuda:0') (tensor(669.6885, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8024 (0.8496963845630936) | > loader_time: 0.0095 (0.01007837436527197)  --> TIME: 2025-05-09 17:05:01 -- STEP: 537/725 -- GLOBAL_STEP: 159500 | > loss_disc: 2.0951972007751465 (2.213919247328905) | > loss_disc_real_0: 0.10132855921983719 (0.1417736444948328) | > loss_disc_real_1: 0.18203769624233246 (0.19386458113872798) | > loss_disc_real_2: 0.16649281978607178 (0.18832233587012825) | > loss_disc_real_3: 0.1919083148241043 (0.2053044009086584) | > loss_disc_real_4: 0.22013495862483978 (0.19900508990833887) | > loss_disc_real_5: 0.18893550336360931 (0.20233985436195773) | > loss_0: 2.0951972007751465 (2.213919247328905) | > grad_norm_0: tensor(24.4250, device='cuda:0') (tensor(32.5083, device='cuda:0')) | > loss_gen: 2.9650564193725586 (2.7699101242051234) | > loss_kl: 1.6540827751159668 (1.743584679935676) | > loss_feat: 9.575479507446289 (8.229001998901367) | > loss_mel: 14.8845796585083 (13.315766462400642) | > loss_duration: 1.7223323583602905 (1.696810226866653) | > amp_scaler: 128.0 (213.3333333333334) | > loss_1: 30.801532745361328 (27.75507342660005) | > grad_norm_1: tensor(920.0278, device='cuda:0') (tensor(670.4899, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8492 (0.8491199504951747) | > loader_time: 0.0096 (0.010044354966232892)  --> TIME: 2025-05-09 17:05:44 -- STEP: 587/725 -- GLOBAL_STEP: 159550 | > loss_disc: 2.039848804473877 (2.2125141330228377) | > loss_disc_real_0: 0.08594278991222382 (0.14148739196068183) | > loss_disc_real_1: 0.18141992390155792 (0.1938259495482534) | > loss_disc_real_2: 0.19704201817512512 (0.18853008082006392) | > loss_disc_real_3: 0.20087918639183044 (0.20499970892117425) | > loss_disc_real_4: 0.19534644484519958 (0.19879220278847978) | > loss_disc_real_5: 0.1874573677778244 (0.20213336870708906) | > loss_0: 2.039848804473877 (2.2125141330228377) | > grad_norm_0: tensor(29.2241, device='cuda:0') (tensor(32.6399, device='cuda:0')) | > loss_gen: 3.0378549098968506 (2.7730062856787927) | > loss_kl: 1.7544009685516357 (1.7442677786646754) | > loss_feat: 9.611039161682129 (8.238399494242632) | > loss_mel: 15.60598087310791 (13.322968640563033) | > loss_duration: 1.6786856651306152 (1.69647727508155) | > amp_scaler: 128.0 (206.0647359454855) | > loss_1: 31.68796157836914 (27.775119414321406) | > grad_norm_1: tensor(824.6192, device='cuda:0') (tensor(670.3017, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8544 (0.8490584453082368) | > loader_time: 0.0104 (0.010047749319515197)  --> TIME: 2025-05-09 17:06:27 -- STEP: 637/725 -- GLOBAL_STEP: 159600 | > loss_disc: 2.2850213050842285 (2.2120194072064687) | > loss_disc_real_0: 0.16478091478347778 (0.1410980285898295) | > loss_disc_real_1: 0.23450160026550293 (0.19386708806597847) | > loss_disc_real_2: 0.15792159736156464 (0.18890563247716574) | > loss_disc_real_3: 0.21681132912635803 (0.20491585303887477) | > loss_disc_real_4: 0.21074466407299042 (0.19873923210652328) | > loss_disc_real_5: 0.21415840089321136 (0.20200103700301336) | > loss_0: 2.2850213050842285 (2.2120194072064687) | > grad_norm_0: tensor(46.7589, device='cuda:0') (tensor(32.5260, device='cuda:0')) | > loss_gen: 2.67806077003479 (2.7740544243547567) | > loss_kl: 1.7827023267745972 (1.743897300125853) | > loss_feat: 8.361204147338867 (8.239037556401222) | > loss_mel: 13.298377990722656 (13.324506913848357) | > loss_duration: 1.6598460674285889 (1.6966660870487686) | > amp_scaler: 128.0 (199.93720565149127) | > loss_1: 27.780189514160156 (27.77816221815076) | > grad_norm_1: tensor(868.3914, device='cuda:0') (tensor(669.1699, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8384 (0.8485888319449671) | > loader_time: 0.0105 (0.01002813208982746)  --> TIME: 2025-05-09 17:07:10 -- STEP: 687/725 -- GLOBAL_STEP: 159650 | > loss_disc: 2.084989547729492 (2.212496393459162) | > loss_disc_real_0: 0.1252157986164093 (0.14121307618102638) | > loss_disc_real_1: 0.17345134913921356 (0.19381550522697388) | > loss_disc_real_2: 0.15428566932678223 (0.18904551310570455) | > loss_disc_real_3: 0.18091177940368652 (0.20480806598496756) | > loss_disc_real_4: 0.19850388169288635 (0.1986805769510492) | > loss_disc_real_5: 0.19536611437797546 (0.20223263293244434) | > loss_0: 2.084989547729492 (2.212496393459162) | > grad_norm_0: tensor(10.9684, device='cuda:0') (tensor(32.3129, device='cuda:0')) | > loss_gen: 2.9460649490356445 (2.773388462122177) | > loss_kl: 1.720564842224121 (1.7447593632049785) | > loss_feat: 9.539131164550781 (8.241108895736307) | > loss_mel: 13.706236839294434 (13.327209872449854) | > loss_duration: 1.7051689624786377 (1.6964914469045669) | > amp_scaler: 128.0 (194.70160116448318) | > loss_1: 29.617168426513672 (27.782957998772723) | > grad_norm_1: tensor(543.3672, device='cuda:0') (tensor(663.4261, device='cuda:0')) | > current_lr_0: 0.0001961375399750373 | > current_lr_1: 0.0001961375399750373 | > step_time: 0.8663 (0.8479580716101189) | > loader_time: 0.01 (0.010001764894399408)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2435927391052246 (2.2435927391052246) | > loss_disc_real_0: 0.09718576818704605 (0.09718576818704605) | > loss_disc_real_1: 0.1667603701353073 (0.1667603701353073) | > loss_disc_real_2: 0.1798139363527298 (0.1798139363527298) | > loss_disc_real_3: 0.1991710215806961 (0.1991710215806961) | > loss_disc_real_4: 0.25018399953842163 (0.25018399953842163) | > loss_disc_real_5: 0.23283906280994415 (0.23283906280994415) | > loss_0: 2.2435927391052246 (2.2435927391052246) | > loss_gen: 2.479238986968994 (2.479238986968994) | > loss_kl: 2.031982660293579 (2.031982660293579) | > loss_feat: 8.284012794494629 (8.284012794494629) | > loss_mel: 13.88292121887207 (13.88292121887207) | > loss_duration: 1.6899404525756836 (1.6899404525756836) | > loss_1: 28.36809539794922 (28.36809539794922)  --> STEP: 1 | > loss_disc: 2.1848204135894775 (2.1848204135894775) | > loss_disc_real_0: 0.09917081892490387 (0.09917081892490387) | > loss_disc_real_1: 0.16830141842365265 (0.16830141842365265) | > loss_disc_real_2: 0.18539807200431824 (0.18539807200431824) | > loss_disc_real_3: 0.20702919363975525 (0.20702919363975525) | > loss_disc_real_4: 0.23452232778072357 (0.23452232778072357) | > loss_disc_real_5: 0.22256435453891754 (0.22256435453891754) | > loss_0: 2.1848204135894775 (2.1848204135894775) | > loss_gen: 2.6045093536376953 (2.6045093536376953) | > loss_kl: 2.0503854751586914 (2.0503854751586914) | > loss_feat: 8.704501152038574 (8.704501152038574) | > loss_mel: 14.58481216430664 (14.58481216430664) | > loss_duration: 1.7682750225067139 (1.7682750225067139) | > loss_1: 29.712482452392578 (29.712482452392578)  --> STEP: 2 | > loss_disc: 2.188448429107666 (2.1866344213485718) | > loss_disc_real_0: 0.11550435423851013 (0.107337586581707) | > loss_disc_real_1: 0.16422121226787567 (0.16626131534576416) | > loss_disc_real_2: 0.17918653786182404 (0.18229230493307114) | > loss_disc_real_3: 0.2046506255865097 (0.20583990961313248) | > loss_disc_real_4: 0.2370055615901947 (0.23576394468545914) | > loss_disc_real_5: 0.24328944087028503 (0.2329268977046013) | > loss_0: 2.188448429107666 (2.1866344213485718) | > loss_gen: 2.602739095687866 (2.6036242246627808) | > loss_kl: 1.9720078706741333 (2.0111966729164124) | > loss_feat: 8.230768203735352 (8.467634677886963) | > loss_mel: 14.04240894317627 (14.313610553741455) | > loss_duration: 1.83146333694458 (1.799869179725647) | > loss_1: 28.67938804626465 (29.195935249328613)  --> STEP: 3 | > loss_disc: 2.358198881149292 (2.2438225746154785) | > loss_disc_real_0: 0.12247669696807861 (0.11238395671049754) | > loss_disc_real_1: 0.18628394603729248 (0.1729355255762736) | > loss_disc_real_2: 0.19996215403079987 (0.18818225463231406) | > loss_disc_real_3: 0.2129376232624054 (0.2082058141628901) | > loss_disc_real_4: 0.2329561859369278 (0.23482802510261536) | > loss_disc_real_5: 0.24804671108722687 (0.23796683549880981) | > loss_0: 2.358198881149292 (2.2438225746154785) | > loss_gen: 2.3864855766296387 (2.5312446753184) | > loss_kl: 1.9451848268508911 (1.9891927242279053) | > loss_feat: 6.552537441253662 (7.829268932342529) | > loss_mel: 11.840170860290527 (13.489130655924479) | > loss_duration: 1.8027544021606445 (1.8008309205373128) | > loss_1: 24.52713394165039 (27.639668146769207)  --> STEP: 4 | > loss_disc: 2.151195526123047 (2.2206658124923706) | > loss_disc_real_0: 0.07001440227031708 (0.10179156810045242) | > loss_disc_real_1: 0.18208715319633484 (0.1752234324812889) | > loss_disc_real_2: 0.14470236003398895 (0.17731228098273277) | > loss_disc_real_3: 0.16899268329143524 (0.1984025314450264) | > loss_disc_real_4: 0.2793419063091278 (0.24595649540424347) | > loss_disc_real_5: 0.23894540965557098 (0.2382114790380001) | > loss_0: 2.151195526123047 (2.2206658124923706) | > loss_gen: 2.629796028137207 (2.555882513523102) | > loss_kl: 2.2429184913635254 (2.0526241660118103) | > loss_feat: 10.30620288848877 (8.44850242137909) | > loss_mel: 16.463592529296875 (14.232746124267578) | > loss_duration: 1.7431752681732178 (1.786417007446289) | > loss_1: 33.385684967041016 (29.076172351837158) --> EVAL PERFORMANCE | > avg_loader_time: 0.2824603319168091 (+0.0020263195037841797) | > avg_loss_disc: 2.2206658124923706 (-0.16077810525894165) | > avg_loss_disc_real_0: 0.10179156810045242 (-0.000538121908903122) | > avg_loss_disc_real_1: 0.1752234324812889 (-0.035325948148965836) | > avg_loss_disc_real_2: 0.17731228098273277 (-0.004789192229509354) | > avg_loss_disc_real_3: 0.1984025314450264 (-0.024237535893917084) | > avg_loss_disc_real_4: 0.24595649540424347 (+0.005436677485704422) | > avg_loss_disc_real_5: 0.2382114790380001 (+0.0005240961909294128) | > avg_loss_0: 2.2206658124923706 (-0.16077810525894165) | > avg_loss_gen: 2.555882513523102 (+0.16107511520385742) | > avg_loss_kl: 2.0526241660118103 (+0.27226120233535767) | > avg_loss_feat: 8.44850242137909 (+0.4970012903213501) | > avg_loss_mel: 14.232746124267578 (+0.3621666431427002) | > avg_loss_duration: 1.786417007446289 (+0.00026363134384155273) | > avg_loss_1: 29.076172351837158 (+1.292768955230713)  > EPOCH: 157/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 17:07:49)   --> TIME: 2025-05-09 17:08:01 -- STEP: 12/725 -- GLOBAL_STEP: 159700 | > loss_disc: 2.3145761489868164 (2.261927564938863) | > loss_disc_real_0: 0.142459899187088 (0.14360497581462064) | > loss_disc_real_1: 0.19503681361675262 (0.19940784573554993) | > loss_disc_real_2: 0.19110316038131714 (0.19206643104553223) | > loss_disc_real_3: 0.2346878945827484 (0.20680624867479006) | > loss_disc_real_4: 0.23687055706977844 (0.2006189189851284) | > loss_disc_real_5: 0.21645678579807281 (0.21260115380088487) | > loss_0: 2.3145761489868164 (2.261927564938863) | > grad_norm_0: tensor(60.7461, device='cuda:0') (tensor(34.4163, device='cuda:0')) | > loss_gen: 2.636460542678833 (2.693152109781901) | > loss_kl: 1.8132566213607788 (1.7832339107990265) | > loss_feat: 7.317803382873535 (7.8050921360651655) | > loss_mel: 13.021564483642578 (12.869896014531454) | > loss_duration: 1.72562837600708 (1.6926724513371785) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.514713287353516 (26.84404643376668) | > grad_norm_1: tensor(798.3755, device='cuda:0') (tensor(681.7733, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8276 (0.8332915107409159) | > loader_time: 0.0092 (0.009778300921122232)  --> TIME: 2025-05-09 17:08:44 -- STEP: 62/725 -- GLOBAL_STEP: 159750 | > loss_disc: 2.2858991622924805 (2.210368141051261) | > loss_disc_real_0: 0.09789460897445679 (0.1416522828080962) | > loss_disc_real_1: 0.21265965700149536 (0.19445560944657173) | > loss_disc_real_2: 0.2262418121099472 (0.1880371342262914) | > loss_disc_real_3: 0.21868635714054108 (0.20467988281480728) | > loss_disc_real_4: 0.21171154081821442 (0.19838128431189445) | > loss_disc_real_5: 0.19757801294326782 (0.20335776935661992) | > loss_0: 2.2858991622924805 (2.210368141051261) | > grad_norm_0: tensor(31.5226, device='cuda:0') (tensor(35.7395, device='cuda:0')) | > loss_gen: 2.6071133613586426 (2.7907542797826954) | > loss_kl: 1.6246497631072998 (1.7644773760149557) | > loss_feat: 7.151129722595215 (8.322868585586548) | > loss_mel: 11.963613510131836 (13.4551068429024) | > loss_duration: 1.7312201261520386 (1.6897789932066394) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.077726364135742 (28.02298598135671) | > grad_norm_1: tensor(675.2396, device='cuda:0') (tensor(719.3246, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8454 (0.8483330126731626) | > loader_time: 0.0108 (0.009946080946153214)  --> TIME: 2025-05-09 17:09:27 -- STEP: 112/725 -- GLOBAL_STEP: 159800 | > loss_disc: 2.1250205039978027 (2.2021719664335238) | > loss_disc_real_0: 0.12220980226993561 (0.13711323515911183) | > loss_disc_real_1: 0.18358269333839417 (0.1940417591748493) | > loss_disc_real_2: 0.1745990514755249 (0.1878677031823567) | > loss_disc_real_3: 0.219792902469635 (0.20442875235208444) | > loss_disc_real_4: 0.16657720506191254 (0.19821102358400822) | > loss_disc_real_5: 0.2241521179676056 (0.2026935238391161) | > loss_0: 2.1250205039978027 (2.2021719664335238) | > grad_norm_0: tensor(42.3645, device='cuda:0') (tensor(34.4635, device='cuda:0')) | > loss_gen: 3.0101704597473145 (2.794325558202608) | > loss_kl: 1.808555006980896 (1.7584181396024567) | > loss_feat: 9.063774108886719 (8.347300388983324) | > loss_mel: 14.096625328063965 (13.479769221373967) | > loss_duration: 1.705653190612793 (1.695010938814708) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.684776306152344 (28.07482419695173) | > grad_norm_1: tensor(978.3174, device='cuda:0') (tensor(717.4138, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8251 (0.8472025990486145) | > loader_time: 0.0095 (0.009999741400991172)  --> TIME: 2025-05-09 17:10:10 -- STEP: 162/725 -- GLOBAL_STEP: 159850 | > loss_disc: 2.3055472373962402 (2.2051286476629737) | > loss_disc_real_0: 0.13794831931591034 (0.1380501643835027) | > loss_disc_real_1: 0.19441774487495422 (0.1937738843722108) | > loss_disc_real_2: 0.21248365938663483 (0.18851751686982166) | > loss_disc_real_3: 0.19629089534282684 (0.20451274422215823) | > loss_disc_real_4: 0.21247552335262299 (0.1990448573121318) | > loss_disc_real_5: 0.23212400078773499 (0.20191606529700903) | > loss_0: 2.3055472373962402 (2.2051286476629737) | > grad_norm_0: tensor(27.7105, device='cuda:0') (tensor(34.2887, device='cuda:0')) | > loss_gen: 2.5635461807250977 (2.785429914792379) | > loss_kl: 1.7777572870254517 (1.746465460753735) | > loss_feat: 7.1529388427734375 (8.300569030973646) | > loss_mel: 12.142435073852539 (13.424070617299027) | > loss_duration: 1.6432726383209229 (1.694510463579202) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.279949188232422 (27.95104541307614) | > grad_norm_1: tensor(692.8836, device='cuda:0') (tensor(708.9703, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8332 (0.8466740405118024) | > loader_time: 0.0097 (0.009899086422390416)  --> TIME: 2025-05-09 17:10:54 -- STEP: 212/725 -- GLOBAL_STEP: 159900 | > loss_disc: 2.2375216484069824 (2.204297156828755) | > loss_disc_real_0: 0.216304212808609 (0.13804200196744126) | > loss_disc_real_1: 0.1765184849500656 (0.19338415710712378) | > loss_disc_real_2: 0.17753788828849792 (0.18795741152650905) | > loss_disc_real_3: 0.20960089564323425 (0.2046164289679167) | > loss_disc_real_4: 0.21998566389083862 (0.19926005833834973) | > loss_disc_real_5: 0.21177753806114197 (0.20225123639376658) | > loss_0: 2.2375216484069824 (2.204297156828755) | > grad_norm_0: tensor(64.9020, device='cuda:0') (tensor(33.2906, device='cuda:0')) | > loss_gen: 2.9657368659973145 (2.7819297864752) | > loss_kl: 1.7362704277038574 (1.7528017601876889) | > loss_feat: 9.550538063049316 (8.30539343941886) | > loss_mel: 14.39280891418457 (13.422498212670385) | > loss_duration: 1.692145586013794 (1.6943263310306482) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.337499618530273 (27.956949467928904) | > grad_norm_1: tensor(893.6990, device='cuda:0') (tensor(697.4487, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8421 (0.8485483156060273) | > loader_time: 0.0097 (0.00997123965677226)  --> TIME: 2025-05-09 17:11:37 -- STEP: 262/725 -- GLOBAL_STEP: 159950 | > loss_disc: 2.277013063430786 (2.2041580549633237) | > loss_disc_real_0: 0.19724127650260925 (0.13863350266149926) | > loss_disc_real_1: 0.17225898802280426 (0.19330800859300235) | > loss_disc_real_2: 0.1878085881471634 (0.18799012785649483) | > loss_disc_real_3: 0.19542430341243744 (0.20431213592754974) | > loss_disc_real_4: 0.21683470904827118 (0.1986982238315444) | > loss_disc_real_5: 0.2319267988204956 (0.20241531069952112) | > loss_0: 2.277013063430786 (2.2041580549633237) | > grad_norm_0: tensor(61.5780, device='cuda:0') (tensor(33.4989, device='cuda:0')) | > loss_gen: 2.7362189292907715 (2.781093528252522) | > loss_kl: 1.6536753177642822 (1.7447906054613245) | > loss_feat: 8.384442329406738 (8.302799568831464) | > loss_mel: 13.571080207824707 (13.426858548899647) | > loss_duration: 1.6836049556732178 (1.6952710506570252) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.029022216796875 (27.95081330073699) | > grad_norm_1: tensor(795.8367, device='cuda:0') (tensor(693.4016, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8902 (0.847905644933686) | > loader_time: 0.0117 (0.009987879345435227)  --> TIME: 2025-05-09 17:12:20 -- STEP: 312/725 -- GLOBAL_STEP: 160000 | > loss_disc: 2.2190957069396973 (2.208925035519478) | > loss_disc_real_0: 0.1194036677479744 (0.13928832366871516) | > loss_disc_real_1: 0.20559002459049225 (0.1936658944648046) | > loss_disc_real_2: 0.16250689327716827 (0.18824276987176677) | > loss_disc_real_3: 0.20004841685295105 (0.20437689297474348) | > loss_disc_real_4: 0.16812635958194733 (0.19880677105333558) | > loss_disc_real_5: 0.1868244856595993 (0.20295235333152295) | > loss_0: 2.2190957069396973 (2.208925035519478) | > grad_norm_0: tensor(17.4514, device='cuda:0') (tensor(33.5269, device='cuda:0')) | > loss_gen: 2.706498861312866 (2.771403484619581) | > loss_kl: 1.8037333488464355 (1.7482251754173865) | > loss_feat: 8.224167823791504 (8.251168107375115) | > loss_mel: 14.01876163482666 (13.386776587901977) | > loss_duration: 1.6902360916137695 (1.6943693837294211) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.443397521972656 (27.851942765407074) | > grad_norm_1: tensor(408.9849, device='cuda:0') (tensor(682.9217, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8356 (0.847531428703895) | > loader_time: 0.0105 (0.009988106978245277) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_160000.pth  --> TIME: 2025-05-09 17:13:06 -- STEP: 362/725 -- GLOBAL_STEP: 160050 | > loss_disc: 2.1238346099853516 (2.2089451847814057) | > loss_disc_real_0: 0.09770475327968597 (0.1394456446952911) | > loss_disc_real_1: 0.20560117065906525 (0.1932619068751019) | > loss_disc_real_2: 0.1796978861093521 (0.18818958470011285) | > loss_disc_real_3: 0.21568630635738373 (0.2042882800184561) | > loss_disc_real_4: 0.16724298894405365 (0.19904620994849753) | > loss_disc_real_5: 0.19450409710407257 (0.20279934705950267) | > loss_0: 2.1238346099853516 (2.2089451847814057) | > grad_norm_0: tensor(40.8470, device='cuda:0') (tensor(33.1815, device='cuda:0')) | > loss_gen: 3.0913848876953125 (2.7705826015103576) | > loss_kl: 1.9145383834838867 (1.7474173860655304) | > loss_feat: 9.719314575195312 (8.240372670948167) | > loss_mel: 15.690691947937012 (13.361688234529447) | > loss_duration: 1.6326570510864258 (1.6937179334914487) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.048587799072266 (27.81377886672046) | > grad_norm_1: tensor(1266.8632, device='cuda:0') (tensor(684.8640, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8453 (0.8480741562764289) | > loader_time: 0.0101 (0.009931535352000882)  --> TIME: 2025-05-09 17:13:49 -- STEP: 412/725 -- GLOBAL_STEP: 160100 | > loss_disc: 2.1815428733825684 (2.209326944883587) | > loss_disc_real_0: 0.12150846421718597 (0.13897961191833016) | > loss_disc_real_1: 0.20243993401527405 (0.19343705153436336) | > loss_disc_real_2: 0.20931629836559296 (0.18857524178705168) | > loss_disc_real_3: 0.22811944782733917 (0.20466598412654932) | > loss_disc_real_4: 0.2015472948551178 (0.1990335834691825) | > loss_disc_real_5: 0.17783775925636292 (0.20287567000944629) | > loss_0: 2.1815428733825684 (2.209326944883587) | > grad_norm_0: tensor(53.2901, device='cuda:0') (tensor(33.1818, device='cuda:0')) | > loss_gen: 2.862450361251831 (2.7748591373267684) | > loss_kl: 1.813037633895874 (1.7452876333472798) | > loss_feat: 8.815978050231934 (8.246137193105747) | > loss_mel: 14.325139045715332 (13.37579580418115) | > loss_duration: 1.6917376518249512 (1.6942057571943523) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.508342742919922 (27.836285540201132) | > grad_norm_1: tensor(612.2394, device='cuda:0') (tensor(682.2531, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8486 (0.8484062662402403) | > loader_time: 0.0097 (0.00995731874577051)  --> TIME: 2025-05-09 17:14:32 -- STEP: 462/725 -- GLOBAL_STEP: 160150 | > loss_disc: 2.3897244930267334 (2.2119503635348696) | > loss_disc_real_0: 0.10832430422306061 (0.13928626140668285) | > loss_disc_real_1: 0.21875637769699097 (0.193781298411873) | > loss_disc_real_2: 0.23969422280788422 (0.1888222566027662) | > loss_disc_real_3: 0.21625731885433197 (0.2048584365031936) | > loss_disc_real_4: 0.22203193604946136 (0.19890727599461872) | > loss_disc_real_5: 0.22665657103061676 (0.20325193815417095) | > loss_0: 2.3897244930267334 (2.2119503635348696) | > grad_norm_0: tensor(32.4448, device='cuda:0') (tensor(32.9233, device='cuda:0')) | > loss_gen: 2.6249563694000244 (2.7690651690289054) | > loss_kl: 1.8133434057235718 (1.7485550634272686) | > loss_feat: 7.406613349914551 (8.21648019526427) | > loss_mel: 13.138875961303711 (13.32792000543504) | > loss_duration: 1.7372944355010986 (1.6944677922632787) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.721084594726562 (27.756488250963617) | > grad_norm_1: tensor(556.9810, device='cuda:0') (tensor(680.2336, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.7884 (0.8480432100626297) | > loader_time: 0.0095 (0.009966097352824693)  --> TIME: 2025-05-09 17:15:15 -- STEP: 512/725 -- GLOBAL_STEP: 160200 | > loss_disc: 2.281792640686035 (2.214587285881862) | > loss_disc_real_0: 0.15805506706237793 (0.13973751400772022) | > loss_disc_real_1: 0.1964782327413559 (0.19391951605211943) | > loss_disc_real_2: 0.19453033804893494 (0.1888851416297257) | > loss_disc_real_3: 0.2279297113418579 (0.20517360651865602) | > loss_disc_real_4: 0.21815568208694458 (0.1988346994621679) | > loss_disc_real_5: 0.21791550517082214 (0.20315978801227166) | > loss_0: 2.281792640686035 (2.214587285881862) | > grad_norm_0: tensor(21.5553, device='cuda:0') (tensor(32.8734, device='cuda:0')) | > loss_gen: 2.730923652648926 (2.7670116904191673) | > loss_kl: 1.8845731019973755 (1.75091786053963) | > loss_feat: 7.376248359680176 (8.195135115645822) | > loss_mel: 11.936915397644043 (13.308184862136844) | > loss_duration: 1.6369043588638306 (1.6952862262260169) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.56556510925293 (27.71653576940298) | > grad_norm_1: tensor(582.3177, device='cuda:0') (tensor(679.2844, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8525 (0.8477931674569845) | > loader_time: 0.0105 (0.009961801115423448)  --> TIME: 2025-05-09 17:15:58 -- STEP: 562/725 -- GLOBAL_STEP: 160250 | > loss_disc: 2.4344613552093506 (2.213068169419028) | > loss_disc_real_0: 0.2517477869987488 (0.1394091886451661) | > loss_disc_real_1: 0.19219785928726196 (0.1938689263318781) | > loss_disc_real_2: 0.2011938840150833 (0.18880074614413694) | > loss_disc_real_3: 0.22193700075149536 (0.20514023545267746) | > loss_disc_real_4: 0.2349991649389267 (0.1985747967167257) | > loss_disc_real_5: 0.22284308075904846 (0.20333647674937255) | > loss_0: 2.4344613552093506 (2.213068169419028) | > grad_norm_0: tensor(63.1912, device='cuda:0') (tensor(32.7781, device='cuda:0')) | > loss_gen: 2.6168012619018555 (2.7686810294080026) | > loss_kl: 1.771734595298767 (1.7509610190510332) | > loss_feat: 6.511334419250488 (8.210759682163225) | > loss_mel: 11.299874305725098 (13.3177964169784) | > loss_duration: 1.6514618396759033 (1.695526168015504) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.851207733154297 (27.743724337676234) | > grad_norm_1: tensor(612.2483, device='cuda:0') (tensor(684.6467, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8976 (0.8475940515986543) | > loader_time: 0.0099 (0.009938262111351587)  --> TIME: 2025-05-09 17:16:41 -- STEP: 612/725 -- GLOBAL_STEP: 160300 | > loss_disc: 2.0354232788085938 (2.212074391787349) | > loss_disc_real_0: 0.11361228674650192 (0.139274731558425) | > loss_disc_real_1: 0.16026894748210907 (0.1940692079807419) | > loss_disc_real_2: 0.17968277633190155 (0.18887249935491418) | > loss_disc_real_3: 0.20329448580741882 (0.20508158969041584) | > loss_disc_real_4: 0.19855250418186188 (0.19842987648801869) | > loss_disc_real_5: 0.1703518033027649 (0.20294850789546182) | > loss_0: 2.0354232788085938 (2.212074391787349) | > grad_norm_0: tensor(44.1741, device='cuda:0') (tensor(32.7614, device='cuda:0')) | > loss_gen: 2.9660890102386475 (2.7726863248675477) | > loss_kl: 1.6382191181182861 (1.749306700782839) | > loss_feat: 9.60582447052002 (8.225561380386356) | > loss_mel: 14.686623573303223 (13.32800275360058) | > loss_duration: 1.6162056922912598 (1.6952445035666421) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.512962341308594 (27.770801687552257) | > grad_norm_1: tensor(1103.8407, device='cuda:0') (tensor(681.9641, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8142 (0.847731425871257) | > loader_time: 0.0088 (0.009952242857490492)  --> TIME: 2025-05-09 17:17:24 -- STEP: 662/725 -- GLOBAL_STEP: 160350 | > loss_disc: 2.160770893096924 (2.2116362931505074) | > loss_disc_real_0: 0.13282647728919983 (0.1391729649235116) | > loss_disc_real_1: 0.21909736096858978 (0.19417009639956087) | > loss_disc_real_2: 0.18605583906173706 (0.1887238551032508) | > loss_disc_real_3: 0.23580919206142426 (0.20498341450248256) | > loss_disc_real_4: 0.1930297315120697 (0.19847122978227733) | > loss_disc_real_5: 0.19436372816562653 (0.20289669496505275) | > loss_0: 2.160770893096924 (2.2116362931505074) | > grad_norm_0: tensor(43.7322, device='cuda:0') (tensor(32.6309, device='cuda:0')) | > loss_gen: 2.895064115524292 (2.7713482750866714) | > loss_kl: 1.824741005897522 (1.7471203980489087) | > loss_feat: 8.745451927185059 (8.214575847470151) | > loss_mel: 13.691661834716797 (13.30759694569061) | > loss_duration: 1.6947212219238281 (1.6956588229744096) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.851640701293945 (27.736300301335728) | > grad_norm_1: tensor(750.2161, device='cuda:0') (tensor(685.1729, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8523 (0.8472318296346061) | > loader_time: 0.0098 (0.00993376268000762)  --> TIME: 2025-05-09 17:18:07 -- STEP: 712/725 -- GLOBAL_STEP: 160400 | > loss_disc: 2.2033448219299316 (2.209457200062408) | > loss_disc_real_0: 0.12355455756187439 (0.13887344281911196) | > loss_disc_real_1: 0.16528135538101196 (0.19392372471060654) | > loss_disc_real_2: 0.18431465327739716 (0.18862463268085147) | > loss_disc_real_3: 0.20625947415828705 (0.20487718062286983) | > loss_disc_real_4: 0.2249787151813507 (0.1983978368886066) | > loss_disc_real_5: 0.1963300108909607 (0.2029408028956209) | > loss_0: 2.2033448219299316 (2.209457200062408) | > grad_norm_0: tensor(38.5760, device='cuda:0') (tensor(32.6269, device='cuda:0')) | > loss_gen: 2.775423049926758 (2.7740445033218095) | > loss_kl: 1.795485496520996 (1.7462513433413565) | > loss_feat: 9.090529441833496 (8.237777572669339) | > loss_mel: 13.468894004821777 (13.33682281381629) | > loss_duration: 1.6982756853103638 (1.695268756050742) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.8286075592041 (27.790165001086976) | > grad_norm_1: tensor(804.6382, device='cuda:0') (tensor(686.6959, device='cuda:0')) | > current_lr_0: 0.0001961130227825404 | > current_lr_1: 0.0001961130227825404 | > step_time: 0.8209 (0.8473778561259925) | > loader_time: 0.0095 (0.009919480661327931)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2697904109954834 (2.2697904109954834) | > loss_disc_real_0: 0.16455255448818207 (0.16455255448818207) | > loss_disc_real_1: 0.19275295734405518 (0.19275295734405518) | > loss_disc_real_2: 0.20931079983711243 (0.20931079983711243) | > loss_disc_real_3: 0.2538657486438751 (0.2538657486438751) | > loss_disc_real_4: 0.21855773031711578 (0.21855773031711578) | > loss_disc_real_5: 0.2549099624156952 (0.2549099624156952) | > loss_0: 2.2697904109954834 (2.2697904109954834) | > loss_gen: 2.7897253036499023 (2.7897253036499023) | > loss_kl: 1.9985584020614624 (1.9985584020614624) | > loss_feat: 8.057848930358887 (8.057848930358887) | > loss_mel: 13.12306022644043 (13.12306022644043) | > loss_duration: 1.6859685182571411 (1.6859685182571411) | > loss_1: 27.655160903930664 (27.655160903930664)  --> STEP: 1 | > loss_disc: 2.290501117706299 (2.290501117706299) | > loss_disc_real_0: 0.15640196204185486 (0.15640196204185486) | > loss_disc_real_1: 0.1972508728504181 (0.1972508728504181) | > loss_disc_real_2: 0.22216902673244476 (0.22216902673244476) | > loss_disc_real_3: 0.2506774067878723 (0.2506774067878723) | > loss_disc_real_4: 0.23242217302322388 (0.23242217302322388) | > loss_disc_real_5: 0.24924112856388092 (0.24924112856388092) | > loss_0: 2.290501117706299 (2.290501117706299) | > loss_gen: 2.804802656173706 (2.804802656173706) | > loss_kl: 2.1242401599884033 (2.1242401599884033) | > loss_feat: 8.52253532409668 (8.52253532409668) | > loss_mel: 14.885567665100098 (14.885567665100098) | > loss_duration: 1.785455584526062 (1.785455584526062) | > loss_1: 30.122600555419922 (30.122600555419922)  --> STEP: 2 | > loss_disc: 2.217212677001953 (2.253856897354126) | > loss_disc_real_0: 0.14840613305568695 (0.1524040475487709) | > loss_disc_real_1: 0.19120463728904724 (0.19422775506973267) | > loss_disc_real_2: 0.18583223223686218 (0.20400062948465347) | > loss_disc_real_3: 0.2553393840789795 (0.2530083954334259) | > loss_disc_real_4: 0.2268516570329666 (0.22963691502809525) | > loss_disc_real_5: 0.25540217757225037 (0.25232165306806564) | > loss_0: 2.217212677001953 (2.253856897354126) | > loss_gen: 2.878387928009033 (2.8415952920913696) | > loss_kl: 1.8269037008285522 (1.9755719304084778) | > loss_feat: 8.878164291381836 (8.700349807739258) | > loss_mel: 14.716169357299805 (14.800868511199951) | > loss_duration: 1.8160409927368164 (1.8007482886314392) | > loss_1: 30.115665435791016 (30.11913299560547)  --> STEP: 3 | > loss_disc: 2.428739547729492 (2.3121511141459146) | > loss_disc_real_0: 0.20984436571598053 (0.1715508202711741) | > loss_disc_real_1: 0.21312260627746582 (0.2005260388056437) | > loss_disc_real_2: 0.22228989005088806 (0.21009704967339835) | > loss_disc_real_3: 0.24801036715507507 (0.25134238600730896) | > loss_disc_real_4: 0.2233695685863495 (0.22754779954751334) | > loss_disc_real_5: 0.2295006960630417 (0.24471466739972433) | > loss_0: 2.428739547729492 (2.3121511141459146) | > loss_gen: 2.5267629623413086 (2.7366511821746826) | > loss_kl: 2.024678945541382 (1.991940935452779) | > loss_feat: 6.503891944885254 (7.968197186787923) | > loss_mel: 12.580965995788574 (14.060901006062826) | > loss_duration: 1.7934420108795166 (1.7983128627141316) | > loss_1: 25.42974090576172 (28.556002298990887)  --> STEP: 4 | > loss_disc: 2.0083980560302734 (2.2362128496170044) | > loss_disc_real_0: 0.13802622258663177 (0.16316967085003853) | > loss_disc_real_1: 0.18349705636501312 (0.19626879319548607) | > loss_disc_real_2: 0.20047791302204132 (0.20769226551055908) | > loss_disc_real_3: 0.2206135094165802 (0.24366016685962677) | > loss_disc_real_4: 0.20818571746349335 (0.22270727902650833) | > loss_disc_real_5: 0.24760663509368896 (0.24543765932321548) | > loss_0: 2.0083980560302734 (2.2362128496170044) | > loss_gen: 3.168959140777588 (2.844728171825409) | > loss_kl: 1.8460583686828613 (1.9554702937602997) | > loss_feat: 10.201258659362793 (8.52646255493164) | > loss_mel: 16.422016143798828 (14.651179790496826) | > loss_duration: 1.7470123767852783 (1.7854877412319183) | > loss_1: 33.38530349731445 (29.763327598571777) --> EVAL PERFORMANCE | > avg_loader_time: 0.2767244577407837 (-0.005735874176025391) | > avg_loss_disc: 2.2362128496170044 (+0.015547037124633789) | > avg_loss_disc_real_0: 0.16316967085003853 (+0.061378102749586105) | > avg_loss_disc_real_1: 0.19626879319548607 (+0.02104536071419716) | > avg_loss_disc_real_2: 0.20769226551055908 (+0.03037998452782631) | > avg_loss_disc_real_3: 0.24366016685962677 (+0.04525763541460037) | > avg_loss_disc_real_4: 0.22270727902650833 (-0.023249216377735138) | > avg_loss_disc_real_5: 0.24543765932321548 (+0.007226180285215378) | > avg_loss_0: 2.2362128496170044 (+0.015547037124633789) | > avg_loss_gen: 2.844728171825409 (+0.28884565830230713) | > avg_loss_kl: 1.9554702937602997 (-0.09715387225151062) | > avg_loss_feat: 8.52646255493164 (+0.07796013355255127) | > avg_loss_mel: 14.651179790496826 (+0.41843366622924805) | > avg_loss_duration: 1.7854877412319183 (-0.0009292662143707275) | > avg_loss_1: 29.763327598571777 (+0.6871552467346191)  > EPOCH: 158/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 17:18:24)   --> TIME: 2025-05-09 17:18:58 -- STEP: 37/725 -- GLOBAL_STEP: 160450 | > loss_disc: 2.2725958824157715 (2.2183511063859265) | > loss_disc_real_0: 0.14550891518592834 (0.13588396016810392) | > loss_disc_real_1: 0.1524687260389328 (0.19284408801310768) | > loss_disc_real_2: 0.17460033297538757 (0.19022484848628174) | > loss_disc_real_3: 0.21071220934391022 (0.20502645542492737) | > loss_disc_real_4: 0.19578774273395538 (0.20172364164043116) | > loss_disc_real_5: 0.15498213469982147 (0.2040189931521545) | > loss_0: 2.2725958824157715 (2.2183511063859265) | > grad_norm_0: tensor(29.1230, device='cuda:0') (tensor(33.1368, device='cuda:0')) | > loss_gen: 2.6694483757019043 (2.785013533927299) | > loss_kl: 1.6285758018493652 (1.7381585933066703) | > loss_feat: 8.46055793762207 (8.357720903448156) | > loss_mel: 13.475988388061523 (13.451747146812645) | > loss_duration: 1.690757393836975 (1.6921598363567043) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.925329208374023 (28.024800171723236) | > grad_norm_1: tensor(106.9370, device='cuda:0') (tensor(674.5934, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.845 (0.8473232887886666) | > loader_time: 0.0097 (0.01012484447376148)  --> TIME: 2025-05-09 17:19:42 -- STEP: 87/725 -- GLOBAL_STEP: 160500 | > loss_disc: 2.119018077850342 (2.20376633501601) | > loss_disc_real_0: 0.1500004082918167 (0.13866062796321407) | > loss_disc_real_1: 0.19102028012275696 (0.19216075094266877) | > loss_disc_real_2: 0.17598380148410797 (0.18776298562685648) | > loss_disc_real_3: 0.18469443917274475 (0.20349572136484342) | > loss_disc_real_4: 0.18794973194599152 (0.19935989516904984) | > loss_disc_real_5: 0.2161296308040619 (0.20360375546860968) | > loss_0: 2.119018077850342 (2.20376633501601) | > grad_norm_0: tensor(33.7659, device='cuda:0') (tensor(31.8425, device='cuda:0')) | > loss_gen: 2.7947163581848145 (2.782920955241411) | > loss_kl: 1.953230381011963 (1.750502216404882) | > loss_feat: 8.825945854187012 (8.391791228590337) | > loss_mel: 14.483786582946777 (13.541928368053217) | > loss_duration: 1.6720471382141113 (1.6934464950671142) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.729724884033203 (28.160589349680933) | > grad_norm_1: tensor(616.7745, device='cuda:0') (tensor(663.3289, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8335 (0.855892178656041) | > loader_time: 0.0095 (0.010177404030986213)  --> TIME: 2025-05-09 17:20:25 -- STEP: 137/725 -- GLOBAL_STEP: 160550 | > loss_disc: 2.219362735748291 (2.2008768937883585) | > loss_disc_real_0: 0.14451050758361816 (0.137452485352537) | > loss_disc_real_1: 0.19064821302890778 (0.19198749285109726) | > loss_disc_real_2: 0.18962229788303375 (0.18738383207007916) | > loss_disc_real_3: 0.16305939853191376 (0.20383240500070754) | > loss_disc_real_4: 0.17759735882282257 (0.19901369174901587) | > loss_disc_real_5: 0.17302629351615906 (0.20311878947881015) | > loss_0: 2.219362735748291 (2.2008768937883585) | > grad_norm_0: tensor(19.2686, device='cuda:0') (tensor(30.9620, device='cuda:0')) | > loss_gen: 2.6848206520080566 (2.7801044143899505) | > loss_kl: 1.6924340724945068 (1.7417008572251258) | > loss_feat: 7.420857906341553 (8.35311050832706) | > loss_mel: 12.15737247467041 (13.453296584804562) | > loss_duration: 1.6851072311401367 (1.693540065828031) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.64059066772461 (28.02175247582206) | > grad_norm_1: tensor(88.9547, device='cuda:0') (tensor(686.0060, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8121 (0.8518423442422909) | > loader_time: 0.0089 (0.010132504205634121)  --> TIME: 2025-05-09 17:21:08 -- STEP: 187/725 -- GLOBAL_STEP: 160600 | > loss_disc: 2.359527587890625 (2.20089956145873) | > loss_disc_real_0: 0.1600762903690338 (0.13983296806162043) | > loss_disc_real_1: 0.21273568272590637 (0.1924229970271575) | > loss_disc_real_2: 0.184744730591774 (0.1879318107895673) | > loss_disc_real_3: 0.17632026970386505 (0.20339081790995475) | > loss_disc_real_4: 0.20415949821472168 (0.19858969062726123) | > loss_disc_real_5: 0.2221483737230301 (0.2011449112292917) | > loss_0: 2.359527587890625 (2.20089956145873) | > grad_norm_0: tensor(38.2373, device='cuda:0') (tensor(32.3626, device='cuda:0')) | > loss_gen: 2.6268815994262695 (2.7822262297339613) | > loss_kl: 1.8620458841323853 (1.7326926611324045) | > loss_feat: 8.38012409210205 (8.34305362140431) | > loss_mel: 13.368194580078125 (13.395736306746375) | > loss_duration: 1.7080926895141602 (1.6941965576161675) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.94533920288086 (27.94790540277002) | > grad_norm_1: tensor(116.5646, device='cuda:0') (tensor(698.9393, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8495 (0.8493090581128941) | > loader_time: 0.0101 (0.01007644632920862)  --> TIME: 2025-05-09 17:21:51 -- STEP: 237/725 -- GLOBAL_STEP: 160650 | > loss_disc: 2.244051218032837 (2.2092462491385554) | > loss_disc_real_0: 0.14838528633117676 (0.14062090622033235) | > loss_disc_real_1: 0.21873493492603302 (0.19341992992389054) | > loss_disc_real_2: 0.19719544053077698 (0.18858562384728142) | > loss_disc_real_3: 0.1976589858531952 (0.20436749314960048) | > loss_disc_real_4: 0.18499484658241272 (0.19919376584547982) | > loss_disc_real_5: 0.2228798270225525 (0.2020680077594041) | > loss_0: 2.244051218032837 (2.2092462491385554) | > grad_norm_0: tensor(27.5473, device='cuda:0') (tensor(32.6419, device='cuda:0')) | > loss_gen: 2.7056167125701904 (2.7838824539747917) | > loss_kl: 2.0621237754821777 (1.7370155969249548) | > loss_feat: 8.024715423583984 (8.310656970060318) | > loss_mel: 13.398321151733398 (13.353205781445725) | > loss_duration: 1.6763083934783936 (1.6940006651455843) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.867084503173828 (27.87876149270102) | > grad_norm_1: tensor(677.7550, device='cuda:0') (tensor(683.8102, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8007 (0.8488088861296449) | > loader_time: 0.0095 (0.010046463978441455)  --> TIME: 2025-05-09 17:22:34 -- STEP: 287/725 -- GLOBAL_STEP: 160700 | > loss_disc: 2.2483081817626953 (2.209336103047229) | > loss_disc_real_0: 0.13519196212291718 (0.13970900938330202) | > loss_disc_real_1: 0.20163974165916443 (0.19350314991814757) | > loss_disc_real_2: 0.19654728472232819 (0.1890080679688305) | > loss_disc_real_3: 0.2025865912437439 (0.2042190622058065) | > loss_disc_real_4: 0.23707300424575806 (0.19905561084115958) | > loss_disc_real_5: 0.20648421347141266 (0.20244070721420263) | > loss_0: 2.2483081817626953 (2.209336103047229) | > grad_norm_0: tensor(50.0308, device='cuda:0') (tensor(32.8273, device='cuda:0')) | > loss_gen: 2.765326976776123 (2.783263570340253) | > loss_kl: 1.7331866025924683 (1.7335731920880308) | > loss_feat: 8.496499061584473 (8.321178816752143) | > loss_mel: 13.860882759094238 (13.394976599291226) | > loss_duration: 1.7125017642974854 (1.6947461129896317) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.568397521972656 (27.927738296030288) | > grad_norm_1: tensor(1183.8296, device='cuda:0') (tensor(699.6992, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8016 (0.8468022130507625) | > loader_time: 0.0098 (0.010053864754866224)  --> TIME: 2025-05-09 17:23:17 -- STEP: 337/725 -- GLOBAL_STEP: 160750 | > loss_disc: 2.066770553588867 (2.210857344664169) | > loss_disc_real_0: 0.14363068342208862 (0.1393617991943917) | > loss_disc_real_1: 0.17440150678157806 (0.19390262097385597) | > loss_disc_real_2: 0.19515442848205566 (0.18936141405685725) | > loss_disc_real_3: 0.2337491661310196 (0.2042535240112498) | > loss_disc_real_4: 0.18140541017055511 (0.1991240659877878) | > loss_disc_real_5: 0.19794031977653503 (0.20248742556359728) | > loss_0: 2.066770553588867 (2.210857344664169) | > grad_norm_0: tensor(43.9836, device='cuda:0') (tensor(32.7718, device='cuda:0')) | > loss_gen: 3.0913615226745605 (2.778411658652105) | > loss_kl: 1.851040244102478 (1.7305594116714658) | > loss_feat: 9.942660331726074 (8.298700015693457) | > loss_mel: 15.614337921142578 (13.386806482377315) | > loss_duration: 1.6739475727081299 (1.694503139671303) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.17334747314453 (27.888980678705504) | > grad_norm_1: tensor(891.5684, device='cuda:0') (tensor(705.5869, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8719 (0.8469680360233748) | > loader_time: 0.0099 (0.010030484694755397)  --> TIME: 2025-05-09 17:24:00 -- STEP: 387/725 -- GLOBAL_STEP: 160800 | > loss_disc: 2.3799819946289062 (2.2128869495342576) | > loss_disc_real_0: 0.15650467574596405 (0.1412807060959108) | > loss_disc_real_1: 0.1858825534582138 (0.1938427661663495) | > loss_disc_real_2: 0.20974622666835785 (0.18872297268351235) | > loss_disc_real_3: 0.23826982080936432 (0.2043590646920587) | > loss_disc_real_4: 0.2013685703277588 (0.19921351422481134) | > loss_disc_real_5: 0.22071653604507446 (0.20248790982465728) | > loss_0: 2.3799819946289062 (2.2128869495342576) | > grad_norm_0: tensor(28.5558, device='cuda:0') (tensor(33.3218, device='cuda:0')) | > loss_gen: 2.465477228164673 (2.780158090345003) | > loss_kl: 1.7252708673477173 (1.7325781904141724) | > loss_feat: 6.997558116912842 (8.305803740055369) | > loss_mel: 11.36371898651123 (13.408311735443977) | > loss_duration: 1.7846589088439941 (1.6947594110971889) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.33668327331543 (27.921611140248697) | > grad_norm_1: tensor(622.6451, device='cuda:0') (tensor(695.9360, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8537 (0.847022558675564) | > loader_time: 0.0101 (0.010027367939320643)  --> TIME: 2025-05-09 17:24:43 -- STEP: 437/725 -- GLOBAL_STEP: 160850 | > loss_disc: 2.1702518463134766 (2.210381582618036) | > loss_disc_real_0: 0.1263241320848465 (0.14053107699213063) | > loss_disc_real_1: 0.17297165095806122 (0.19363001036698546) | > loss_disc_real_2: 0.17487043142318726 (0.18835345091345115) | > loss_disc_real_3: 0.18391232192516327 (0.2043858048435753) | > loss_disc_real_4: 0.23683367669582367 (0.19913779703785128) | > loss_disc_real_5: 0.23512715101242065 (0.20249242367951772) | > loss_0: 2.1702518463134766 (2.210381582618036) | > grad_norm_0: tensor(30.4903, device='cuda:0') (tensor(33.0725, device='cuda:0')) | > loss_gen: 2.7914209365844727 (2.780230015857269) | > loss_kl: 1.688378095626831 (1.7302791057516835) | > loss_feat: 8.699603080749512 (8.312760234151874) | > loss_mel: 13.184775352478027 (13.420598739344682) | > loss_duration: 1.6500951051712036 (1.6944337131229636) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.014272689819336 (27.938301776039246) | > grad_norm_1: tensor(874.1804, device='cuda:0') (tensor(694.2165, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8516 (0.8469737983677426) | > loader_time: 0.0118 (0.010046294952148154)  --> TIME: 2025-05-09 17:25:26 -- STEP: 487/725 -- GLOBAL_STEP: 160900 | > loss_disc: 2.2288897037506104 (2.208765222796183) | > loss_disc_real_0: 0.16869093477725983 (0.1398311908331982) | > loss_disc_real_1: 0.2018619179725647 (0.19364206557156374) | > loss_disc_real_2: 0.20066630840301514 (0.1885739541335273) | > loss_disc_real_3: 0.2019602358341217 (0.20425334845113075) | > loss_disc_real_4: 0.1936538964509964 (0.19899229530925863) | > loss_disc_real_5: 0.19303147494792938 (0.20249018140397285) | > loss_0: 2.2288897037506104 (2.208765222796183) | > grad_norm_0: tensor(49.1246, device='cuda:0') (tensor(33.0697, device='cuda:0')) | > loss_gen: 2.748084545135498 (2.781072020285918) | > loss_kl: 1.8403434753417969 (1.7292330198953774) | > loss_feat: 8.200540542602539 (8.308425491105847) | > loss_mel: 12.855116844177246 (13.419621594877455) | > loss_duration: 1.6912943124771118 (1.695106295099983) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.335378646850586 (27.93345839482803) | > grad_norm_1: tensor(881.6748, device='cuda:0') (tensor(699.0350, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8074 (0.8467649121059284) | > loader_time: 0.0094 (0.01008297432619443)  --> TIME: 2025-05-09 17:26:09 -- STEP: 537/725 -- GLOBAL_STEP: 160950 | > loss_disc: 2.0950560569763184 (2.208187526386769) | > loss_disc_real_0: 0.10255055874586105 (0.13951040182810678) | > loss_disc_real_1: 0.19119547307491302 (0.19355590377883988) | > loss_disc_real_2: 0.188493549823761 (0.18855060942235166) | > loss_disc_real_3: 0.22337380051612854 (0.20439823271508994) | > loss_disc_real_4: 0.2063867300748825 (0.19898233874883062) | > loss_disc_real_5: 0.18792471289634705 (0.20222115891272802) | > loss_0: 2.0950560569763184 (2.208187526386769) | > grad_norm_0: tensor(29.0618, device='cuda:0') (tensor(32.9890, device='cuda:0')) | > loss_gen: 2.92036509513855 (2.7802731133928074) | > loss_kl: 1.5619558095932007 (1.7299663119253943) | > loss_feat: 9.532899856567383 (8.305697164056019) | > loss_mel: 14.142538070678711 (13.402480091684575) | > loss_duration: 1.7088510990142822 (1.6957898710471069) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.866607666015625 (27.914206510149565) | > grad_norm_1: tensor(820.8123, device='cuda:0') (tensor(702.4769, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8516 (0.8466350019977079) | > loader_time: 0.0129 (0.010123186271283877)  --> TIME: 2025-05-09 17:26:52 -- STEP: 587/725 -- GLOBAL_STEP: 161000 | > loss_disc: 2.1969313621520996 (2.2093857841556708) | > loss_disc_real_0: 0.12436910718679428 (0.13992932678106668) | > loss_disc_real_1: 0.2175162434577942 (0.19349612696715077) | > loss_disc_real_2: 0.2054978609085083 (0.18874230572170053) | > loss_disc_real_3: 0.2243688404560089 (0.2045089094764736) | > loss_disc_real_4: 0.22957637906074524 (0.1987781914068446) | > loss_disc_real_5: 0.17061859369277954 (0.2020967424778963) | > loss_0: 2.1969313621520996 (2.2093857841556708) | > grad_norm_0: tensor(37.0189, device='cuda:0') (tensor(32.9774, device='cuda:0')) | > loss_gen: 2.8566322326660156 (2.778900940536032) | > loss_kl: 1.820052981376648 (1.7341872922809611) | > loss_feat: 8.489203453063965 (8.293344606532754) | > loss_mel: 14.054722785949707 (13.393715694368996) | > loss_duration: 1.6707801818847656 (1.6951404830260017) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.89139175415039 (27.89528898729784) | > grad_norm_1: tensor(800.2191, device='cuda:0') (tensor(699.4466, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8534 (0.8463628288022091) | > loader_time: 0.0093 (0.010101206664129255) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_161000.pth  --> TIME: 2025-05-09 17:27:37 -- STEP: 637/725 -- GLOBAL_STEP: 161050 | > loss_disc: 2.160905361175537 (2.2107302566151072) | > loss_disc_real_0: 0.13886867463588715 (0.13989478268395958) | > loss_disc_real_1: 0.18942534923553467 (0.1937012815353821) | > loss_disc_real_2: 0.166694775223732 (0.18917827333909937) | > loss_disc_real_3: 0.1972823292016983 (0.20431534789233605) | > loss_disc_real_4: 0.21323437988758087 (0.19874541964411174) | > loss_disc_real_5: 0.209133580327034 (0.20215630295044587) | > loss_0: 2.160905361175537 (2.2107302566151072) | > grad_norm_0: tensor(43.5505, device='cuda:0') (tensor(32.9441, device='cuda:0')) | > loss_gen: 2.890719175338745 (2.777240099674866) | > loss_kl: 1.6367011070251465 (1.7381416514305346) | > loss_feat: 9.185105323791504 (8.274347842020369) | > loss_mel: 14.20358657836914 (13.384717102889164) | > loss_duration: 1.6785054206848145 (1.6950625037098985) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.594615936279297 (27.869509165477915) | > grad_norm_1: tensor(774.5372, device='cuda:0') (tensor(702.3980, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8356 (0.8458840397875197) | > loader_time: 0.0116 (0.010121979556240876)  --> TIME: 2025-05-09 17:28:19 -- STEP: 687/725 -- GLOBAL_STEP: 161100 | > loss_disc: 2.2507126331329346 (2.210104343325466) | > loss_disc_real_0: 0.13311682641506195 (0.14021907415474155) | > loss_disc_real_1: 0.2124519646167755 (0.1937701702117919) | > loss_disc_real_2: 0.2298378348350525 (0.18914841681588682) | > loss_disc_real_3: 0.19333580136299133 (0.20417760765882212) | > loss_disc_real_4: 0.1837269514799118 (0.1985252778516239) | > loss_disc_real_5: 0.1855608969926834 (0.20173973214895272) | > loss_0: 2.2507126331329346 (2.210104343325466) | > grad_norm_0: tensor(33.7171, device='cuda:0') (tensor(33.2128, device='cuda:0')) | > loss_gen: 2.642929792404175 (2.780165306865908) | > loss_kl: 1.5902179479599 (1.7384983851225966) | > loss_feat: 7.86476993560791 (8.276031563549248) | > loss_mel: 12.643939971923828 (13.389200607588533) | > loss_duration: 1.7053296566009521 (1.69525804339191) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.447185516357422 (27.87915388326632) | > grad_norm_1: tensor(738.4152, device='cuda:0') (tensor(699.1316, device='cuda:0')) | > current_lr_0: 0.00019608850865469258 | > current_lr_1: 0.00019608850865469258 | > step_time: 0.8611 (0.8453468936326025) | > loader_time: 0.0103 (0.010133673183435601)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.165668487548828 (2.165668487548828) | > loss_disc_real_0: 0.23347412049770355 (0.23347412049770355) | > loss_disc_real_1: 0.18495608866214752 (0.18495608866214752) | > loss_disc_real_2: 0.15872661769390106 (0.15872661769390106) | > loss_disc_real_3: 0.20234109461307526 (0.20234109461307526) | > loss_disc_real_4: 0.2201480269432068 (0.2201480269432068) | > loss_disc_real_5: 0.25295230746269226 (0.25295230746269226) | > loss_0: 2.165668487548828 (2.165668487548828) | > loss_gen: 2.995820999145508 (2.995820999145508) | > loss_kl: 2.0142931938171387 (2.0142931938171387) | > loss_feat: 7.8034138679504395 (7.8034138679504395) | > loss_mel: 13.830399513244629 (13.830399513244629) | > loss_duration: 1.7028443813323975 (1.7028443813323975) | > loss_1: 28.346771240234375 (28.346771240234375)  --> STEP: 1 | > loss_disc: 2.141489267349243 (2.141489267349243) | > loss_disc_real_0: 0.2291383296251297 (0.2291383296251297) | > loss_disc_real_1: 0.18676921725273132 (0.18676921725273132) | > loss_disc_real_2: 0.168582022190094 (0.168582022190094) | > loss_disc_real_3: 0.1847008466720581 (0.1847008466720581) | > loss_disc_real_4: 0.23680435121059418 (0.23680435121059418) | > loss_disc_real_5: 0.25418150424957275 (0.25418150424957275) | > loss_0: 2.141489267349243 (2.141489267349243) | > loss_gen: 3.2616477012634277 (3.2616477012634277) | > loss_kl: 2.0749258995056152 (2.0749258995056152) | > loss_feat: 8.765283584594727 (8.765283584594727) | > loss_mel: 14.677192687988281 (14.677192687988281) | > loss_duration: 1.7856574058532715 (1.7856574058532715) | > loss_1: 30.564708709716797 (30.564708709716797)  --> STEP: 2 | > loss_disc: 2.2237751483917236 (2.1826322078704834) | > loss_disc_real_0: 0.2169342190027237 (0.2230362743139267) | > loss_disc_real_1: 0.1852657049894333 (0.1860174611210823) | > loss_disc_real_2: 0.1783083975315094 (0.1734452098608017) | > loss_disc_real_3: 0.1863647848367691 (0.1855328157544136) | > loss_disc_real_4: 0.21522822976112366 (0.22601629048585892) | > loss_disc_real_5: 0.22114306688308716 (0.23766228556632996) | > loss_0: 2.2237751483917236 (2.1826322078704834) | > loss_gen: 2.821610927581787 (3.0416293144226074) | > loss_kl: 1.901918649673462 (1.9884222745895386) | > loss_feat: 8.303916931152344 (8.534600257873535) | > loss_mel: 12.595523834228516 (13.636358261108398) | > loss_duration: 1.82412588596344 (1.8048916459083557) | > loss_1: 27.44709587097168 (29.00590229034424)  --> STEP: 3 | > loss_disc: 2.2256875038146973 (2.196983973185221) | > loss_disc_real_0: 0.2434508055448532 (0.22984111805756888) | > loss_disc_real_1: 0.20537373423576355 (0.1924695521593094) | > loss_disc_real_2: 0.16505809128284454 (0.17064950366814932) | > loss_disc_real_3: 0.19470514357089996 (0.18859025835990906) | > loss_disc_real_4: 0.2420884221792221 (0.23137366771697998) | > loss_disc_real_5: 0.24659155309200287 (0.2406387080748876) | > loss_0: 2.2256875038146973 (2.196983973185221) | > loss_gen: 3.028097629547119 (3.037118752797445) | > loss_kl: 1.8986248970031738 (1.9584898153940837) | > loss_feat: 8.244327545166016 (8.43784268697103) | > loss_mel: 13.514245986938477 (13.595654169718424) | > loss_duration: 1.7958089113235474 (1.8018640677134197) | > loss_1: 28.481103897094727 (28.830969492594402)  --> STEP: 4 | > loss_disc: 2.2052159309387207 (2.199041962623596) | > loss_disc_real_0: 0.25320836901664734 (0.23568293079733849) | > loss_disc_real_1: 0.1983284056186676 (0.19393426552414894) | > loss_disc_real_2: 0.16143663227558136 (0.16834628582000732) | > loss_disc_real_3: 0.18690897524356842 (0.1881699375808239) | > loss_disc_real_4: 0.216746523976326 (0.22771688178181648) | > loss_disc_real_5: 0.27122852206230164 (0.2482861615717411) | > loss_0: 2.2052159309387207 (2.199041962623596) | > loss_gen: 3.01353120803833 (3.031221866607666) | > loss_kl: 2.149632692337036 (2.0062755346298218) | > loss_feat: 8.571985244750977 (8.471378326416016) | > loss_mel: 14.846930503845215 (13.908473253250122) | > loss_duration: 1.7338463068008423 (1.7848596274852753) | > loss_1: 30.31592559814453 (29.202208518981934) --> EVAL PERFORMANCE | > avg_loader_time: 0.27855879068374634 (+0.0018343329429626465) | > avg_loss_disc: 2.199041962623596 (-0.0371708869934082) | > avg_loss_disc_real_0: 0.23568293079733849 (+0.07251325994729996) | > avg_loss_disc_real_1: 0.19393426552414894 (-0.0023345276713371277) | > avg_loss_disc_real_2: 0.16834628582000732 (-0.03934597969055176) | > avg_loss_disc_real_3: 0.1881699375808239 (-0.05549022927880287) | > avg_loss_disc_real_4: 0.22771688178181648 (+0.005009602755308151) | > avg_loss_disc_real_5: 0.2482861615717411 (+0.0028485022485256195) | > avg_loss_0: 2.199041962623596 (-0.0371708869934082) | > avg_loss_gen: 3.031221866607666 (+0.18649369478225708) | > avg_loss_kl: 2.0062755346298218 (+0.050805240869522095) | > avg_loss_feat: 8.471378326416016 (-0.055084228515625) | > avg_loss_mel: 13.908473253250122 (-0.7427065372467041) | > avg_loss_duration: 1.7848596274852753 (-0.0006281137466430664) | > avg_loss_1: 29.202208518981934 (-0.5611190795898438)  > EPOCH: 159/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 17:28:59)   --> TIME: 2025-05-09 17:29:11 -- STEP: 12/725 -- GLOBAL_STEP: 161150 | > loss_disc: 2.2751717567443848 (2.18651353319486) | > loss_disc_real_0: 0.1752539426088333 (0.14443260120848814) | > loss_disc_real_1: 0.2081093043088913 (0.19624498734871546) | > loss_disc_real_2: 0.17689800262451172 (0.1872043932477633) | > loss_disc_real_3: 0.1958058625459671 (0.2036621868610382) | > loss_disc_real_4: 0.16951166093349457 (0.19054940715432167) | > loss_disc_real_5: 0.21939685940742493 (0.1850592059393724) | > loss_0: 2.2751717567443848 (2.18651353319486) | > grad_norm_0: tensor(48.6480, device='cuda:0') (tensor(32.9969, device='cuda:0')) | > loss_gen: 2.7728734016418457 (2.8432039419809976) | > loss_kl: 1.8215657472610474 (1.7618525723616283) | > loss_feat: 8.203303337097168 (8.617029269536337) | > loss_mel: 12.984878540039062 (13.471557458241781) | > loss_duration: 1.7277075052261353 (1.69924196600914) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.510326385498047 (28.392884572347004) | > grad_norm_1: tensor(383.7039, device='cuda:0') (tensor(600.7450, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8269 (0.8308132886886597) | > loader_time: 0.0088 (0.00980238119761149)  --> TIME: 2025-05-09 17:29:54 -- STEP: 62/725 -- GLOBAL_STEP: 161200 | > loss_disc: 2.4013006687164307 (2.209545229711839) | > loss_disc_real_0: 0.13994111120700836 (0.14076889126050857) | > loss_disc_real_1: 0.2028152495622635 (0.19380766249472095) | > loss_disc_real_2: 0.19279201328754425 (0.18872097927716472) | > loss_disc_real_3: 0.1897578239440918 (0.20350595876093833) | > loss_disc_real_4: 0.2014634609222412 (0.19787120746989403) | > loss_disc_real_5: 0.20327584445476532 (0.20221928723396793) | > loss_0: 2.4013006687164307 (2.209545229711839) | > grad_norm_0: tensor(17.4281, device='cuda:0') (tensor(27.9570, device='cuda:0')) | > loss_gen: 2.399228096008301 (2.7639071056919713) | > loss_kl: 1.784854769706726 (1.7256773998660426) | > loss_feat: 6.097897052764893 (8.274770006056755) | > loss_mel: 10.592540740966797 (13.301571615280643) | > loss_duration: 1.7433586120605469 (1.6917107220618957) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.617877960205078 (27.75763677781628) | > grad_norm_1: tensor(579.2709, device='cuda:0') (tensor(634.7253, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8473 (0.8490568745520807) | > loader_time: 0.0096 (0.010160123148272106)  --> TIME: 2025-05-09 17:30:38 -- STEP: 112/725 -- GLOBAL_STEP: 161250 | > loss_disc: 2.108473300933838 (2.202459327876567) | > loss_disc_real_0: 0.11218707263469696 (0.13751917225973945) | > loss_disc_real_1: 0.17770792543888092 (0.19394888569201743) | > loss_disc_real_2: 0.1605263203382492 (0.18831463251262903) | > loss_disc_real_3: 0.19344562292099 (0.20463714868362462) | > loss_disc_real_4: 0.17320291697978973 (0.19693947383867844) | > loss_disc_real_5: 0.18010017275810242 (0.20180807089699165) | > loss_0: 2.108473300933838 (2.202459327876567) | > grad_norm_0: tensor(23.0900, device='cuda:0') (tensor(29.2970, device='cuda:0')) | > loss_gen: 2.8135459423065186 (2.777050216283117) | > loss_kl: 1.6664451360702515 (1.7406471350363322) | > loss_feat: 8.916189193725586 (8.300834400313233) | > loss_mel: 14.075427055358887 (13.283799750464302) | > loss_duration: 1.7032604217529297 (1.6951835325786047) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.174867630004883 (27.797514847346715) | > grad_norm_1: tensor(836.7324, device='cuda:0') (tensor(668.9375, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8303 (0.8509919622114727) | > loader_time: 0.0097 (0.010103283183915275)  --> TIME: 2025-05-09 17:31:21 -- STEP: 162/725 -- GLOBAL_STEP: 161300 | > loss_disc: 2.2491977214813232 (2.2123726687313594) | > loss_disc_real_0: 0.1270909160375595 (0.14028213329521227) | > loss_disc_real_1: 0.1876666396856308 (0.19479445616404215) | > loss_disc_real_2: 0.16222544014453888 (0.18794558666370537) | > loss_disc_real_3: 0.1985490322113037 (0.2050026473071841) | > loss_disc_real_4: 0.1776774525642395 (0.1969699550558019) | > loss_disc_real_5: 0.20520663261413574 (0.20277244836827854) | > loss_0: 2.2491977214813232 (2.2123726687313594) | > grad_norm_0: tensor(17.6501, device='cuda:0') (tensor(30.3430, device='cuda:0')) | > loss_gen: 2.5871522426605225 (2.761372991550116) | > loss_kl: 1.7944518327713013 (1.7557505589944344) | > loss_feat: 7.482212543487549 (8.226815447395222) | > loss_mel: 11.99472427368164 (13.220158453340884) | > loss_duration: 1.6468645334243774 (1.6953515079286363) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.50540542602539 (27.65944884735861) | > grad_norm_1: tensor(449.7226, device='cuda:0') (tensor(660.5810, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8395 (0.850436450522623) | > loader_time: 0.0105 (0.01010434127148287)  --> TIME: 2025-05-09 17:32:04 -- STEP: 212/725 -- GLOBAL_STEP: 161350 | > loss_disc: 2.1960151195526123 (2.2104551539106176) | > loss_disc_real_0: 0.1556171178817749 (0.1408549547195434) | > loss_disc_real_1: 0.25076568126678467 (0.19478234114511958) | > loss_disc_real_2: 0.19030864536762238 (0.18801565278532373) | > loss_disc_real_3: 0.22049234807491302 (0.20494141865451387) | > loss_disc_real_4: 0.20697355270385742 (0.19713133770339888) | > loss_disc_real_5: 0.20966032147407532 (0.20243572464810228) | > loss_0: 2.1960151195526123 (2.2104551539106176) | > grad_norm_0: tensor(29.4435, device='cuda:0') (tensor(30.9078, device='cuda:0')) | > loss_gen: 2.90767240524292 (2.7686675989402922) | > loss_kl: 1.611754298210144 (1.7568187966661633) | > loss_feat: 8.440082550048828 (8.283152346341108) | > loss_mel: 13.347519874572754 (13.286272147916398) | > loss_duration: 1.7065980434417725 (1.6947476948207278) | > amp_scaler: 256.0 (145.50943396226407) | > loss_1: 28.013628005981445 (27.789658546447754) | > grad_norm_1: tensor(566.8203, device='cuda:0') (tensor(656.6083, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8515 (0.8511091583179977) | > loader_time: 0.0101 (0.010039662415126585)  --> TIME: 2025-05-09 17:32:47 -- STEP: 262/725 -- GLOBAL_STEP: 161400 | > loss_disc: 2.0693745613098145 (2.2102115195216094) | > loss_disc_real_0: 0.12720322608947754 (0.13961203729037105) | > loss_disc_real_1: 0.20259703695774078 (0.194090852528128) | > loss_disc_real_2: 0.1749393343925476 (0.18804559856653216) | > loss_disc_real_3: 0.17780670523643494 (0.2051037981651212) | > loss_disc_real_4: 0.1943129152059555 (0.19754567503474135) | > loss_disc_real_5: 0.20647524297237396 (0.20329685446642737) | > loss_0: 2.0693745613098145 (2.2102115195216094) | > grad_norm_0: tensor(28.0510, device='cuda:0') (tensor(30.9670, device='cuda:0')) | > loss_gen: 3.0359139442443848 (2.767523908433114) | > loss_kl: 1.814993143081665 (1.761292644584452) | > loss_feat: 8.821358680725098 (8.272099209195776) | > loss_mel: 14.452016830444336 (13.311213926504587) | > loss_duration: 1.696014165878296 (1.6959455058774875) | > amp_scaler: 256.0 (166.5954198473282) | > loss_1: 29.820295333862305 (27.808075140450747) | > grad_norm_1: tensor(868.8444, device='cuda:0') (tensor(658.9269, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.9029 (0.8509044701816472) | > loader_time: 0.0096 (0.010017332229905456)  --> TIME: 2025-05-09 17:33:31 -- STEP: 312/725 -- GLOBAL_STEP: 161450 | > loss_disc: 2.2032394409179688 (2.2129541463576827) | > loss_disc_real_0: 0.12869293987751007 (0.14027836861518703) | > loss_disc_real_1: 0.19946567714214325 (0.19403137806325393) | > loss_disc_real_2: 0.1915694922208786 (0.18823237530887119) | > loss_disc_real_3: 0.2105337381362915 (0.2053062335993999) | > loss_disc_real_4: 0.183651402592659 (0.19815693494792164) | > loss_disc_real_5: 0.2660890817642212 (0.20346717245112617) | > loss_0: 2.2032394409179688 (2.2129541463576827) | > grad_norm_0: tensor(12.6034, device='cuda:0') (tensor(31.1180, device='cuda:0')) | > loss_gen: 2.7889692783355713 (2.763489621572006) | > loss_kl: 1.6147798299789429 (1.7537796703668742) | > loss_feat: 8.81788444519043 (8.249412749058157) | > loss_mel: 14.166329383850098 (13.293514514580751) | > loss_duration: 1.6797850131988525 (1.694845919807752) | > amp_scaler: 256.0 (180.9230769230769) | > loss_1: 29.067747116088867 (27.755042400115574) | > grad_norm_1: tensor(543.2525, device='cuda:0') (tensor(660.1186, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8402 (0.8525645220891024) | > loader_time: 0.0102 (0.009994185123688135)  --> TIME: 2025-05-09 17:34:14 -- STEP: 362/725 -- GLOBAL_STEP: 161500 | > loss_disc: 2.225648880004883 (2.2170138974874702) | > loss_disc_real_0: 0.136122927069664 (0.14081131603095404) | > loss_disc_real_1: 0.1953083723783493 (0.19438030434906162) | > loss_disc_real_2: 0.19885562360286713 (0.18842927625824718) | > loss_disc_real_3: 0.21423090994358063 (0.20547629588216706) | > loss_disc_real_4: 0.18313969671726227 (0.19830894054464213) | > loss_disc_real_5: 0.21891553699970245 (0.20429416655341553) | > loss_0: 2.225648880004883 (2.2170138974874702) | > grad_norm_0: tensor(33.2819, device='cuda:0') (tensor(30.4055, device='cuda:0')) | > loss_gen: 2.8368802070617676 (2.7562405173949784) | > loss_kl: 1.8268933296203613 (1.7501077586116054) | > loss_feat: 7.99957275390625 (8.210808543210518) | > loss_mel: 13.544200897216797 (13.255594746183954) | > loss_duration: 1.6372575759887695 (1.6940717321733085) | > amp_scaler: 256.0 (191.292817679558) | > loss_1: 27.844802856445312 (27.666823229078428) | > grad_norm_1: tensor(830.2197, device='cuda:0') (tensor(650.7409, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8489 (0.8519175052642822) | > loader_time: 0.0097 (0.010001295837908156)  --> TIME: 2025-05-09 17:34:57 -- STEP: 412/725 -- GLOBAL_STEP: 161550 | > loss_disc: 2.0585179328918457 (2.214653937851338) | > loss_disc_real_0: 0.08445052802562714 (0.14060341167146143) | > loss_disc_real_1: 0.2012113630771637 (0.19475054654102888) | > loss_disc_real_2: 0.2264026254415512 (0.1882862717419572) | > loss_disc_real_3: 0.22610267996788025 (0.20522522098086413) | > loss_disc_real_4: 0.21411307156085968 (0.1982478236110465) | > loss_disc_real_5: 0.1775333732366562 (0.20359997935954796) | > loss_0: 2.0585179328918457 (2.214653937851338) | > grad_norm_0: tensor(25.8161, device='cuda:0') (tensor(31.2374, device='cuda:0')) | > loss_gen: 2.969644784927368 (2.7628387097016125) | > loss_kl: 1.6836738586425781 (1.7503292965657502) | > loss_feat: 9.195799827575684 (8.226544917208468) | > loss_mel: 13.939495086669922 (13.27655383915577) | > loss_duration: 1.6923484802246094 (1.6942106867299496) | > amp_scaler: 256.0 (199.14563106796118) | > loss_1: 29.4809627532959 (27.71047740306669) | > grad_norm_1: tensor(647.6667, device='cuda:0') (tensor(657.9028, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8502 (0.8511048237096916) | > loader_time: 0.0098 (0.009978939028619556)  --> TIME: 2025-05-09 17:35:40 -- STEP: 462/725 -- GLOBAL_STEP: 161600 | > loss_disc: 2.285083532333374 (2.213550148072179) | > loss_disc_real_0: 0.1633860170841217 (0.14014025524387627) | > loss_disc_real_1: 0.20011498034000397 (0.19470029840350672) | > loss_disc_real_2: 0.1700829267501831 (0.18834470189882035) | > loss_disc_real_3: 0.2352006733417511 (0.20491999403867886) | > loss_disc_real_4: 0.1855718493461609 (0.19816221229054712) | > loss_disc_real_5: 0.2189135104417801 (0.20365068145515589) | > loss_0: 2.285083532333374 (2.213550148072179) | > grad_norm_0: tensor(51.2451, device='cuda:0') (tensor(31.0345, device='cuda:0')) | > loss_gen: 2.668578624725342 (2.764351978962556) | > loss_kl: 1.9058560132980347 (1.7502626838622155) | > loss_feat: 8.001019477844238 (8.230658675685065) | > loss_mel: 13.187265396118164 (13.286575637338482) | > loss_duration: 1.7336785793304443 (1.6941887393142239) | > amp_scaler: 128.0 (192.83116883116884) | > loss_1: 27.49639892578125 (27.72603766123454) | > grad_norm_1: tensor(813.6113, device='cuda:0') (tensor(661.1862, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.7879 (0.8499804337819418) | > loader_time: 0.0106 (0.009979483885166443)  --> TIME: 2025-05-09 17:36:23 -- STEP: 512/725 -- GLOBAL_STEP: 161650 | > loss_disc: 2.2832674980163574 (2.213917893357573) | > loss_disc_real_0: 0.11442682147026062 (0.14031275488378014) | > loss_disc_real_1: 0.19485971331596375 (0.19465901766670873) | > loss_disc_real_2: 0.20096057653427124 (0.18851231454755168) | > loss_disc_real_3: 0.21959398686885834 (0.2047330333152786) | > loss_disc_real_4: 0.18106336891651154 (0.19844539556652308) | > loss_disc_real_5: 0.22000223398208618 (0.20351913798367596) | > loss_0: 2.2832674980163574 (2.213917893357573) | > grad_norm_0: tensor(38.0584, device='cuda:0') (tensor(31.3425, device='cuda:0')) | > loss_gen: 2.6708927154541016 (2.7645063488744204) | > loss_kl: 1.8303457498550415 (1.748690365580842) | > loss_feat: 7.925932884216309 (8.231194245629013) | > loss_mel: 13.640915870666504 (13.294956067577004) | > loss_duration: 1.6385524272918701 (1.6950751701369882) | > amp_scaler: 128.0 (186.5) | > loss_1: 27.70663833618164 (27.734422128647566) | > grad_norm_1: tensor(313.0568, device='cuda:0') (tensor(664.7235, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8566 (0.8491897508502007) | > loader_time: 0.01 (0.009966357611119742)  --> TIME: 2025-05-09 17:37:06 -- STEP: 562/725 -- GLOBAL_STEP: 161700 | > loss_disc: 2.0436501502990723 (2.2130725901322) | > loss_disc_real_0: 0.12296891212463379 (0.14059295326312243) | > loss_disc_real_1: 0.2040138840675354 (0.19452632966308828) | > loss_disc_real_2: 0.20224878191947937 (0.18829388200600375) | > loss_disc_real_3: 0.1891055554151535 (0.2044921726836852) | > loss_disc_real_4: 0.17427901923656464 (0.19832016588636142) | > loss_disc_real_5: 0.21565166115760803 (0.20350243875034332) | > loss_0: 2.0436501502990723 (2.2130725901322) | > grad_norm_0: tensor(14.6392, device='cuda:0') (tensor(31.4422, device='cuda:0')) | > loss_gen: 2.9678726196289062 (2.762906611177844) | > loss_kl: 1.7885571718215942 (1.749562435727103) | > loss_feat: 9.685464859008789 (8.231178948887724) | > loss_mel: 14.712024688720703 (13.299396828824518) | > loss_duration: 1.671501636505127 (1.6952861012937335) | > amp_scaler: 128.0 (181.29537366548044) | > loss_1: 30.825420379638672 (27.738330902153916) | > grad_norm_1: tensor(572.8865, device='cuda:0') (tensor(664.5834, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8749 (0.8484511939656265) | > loader_time: 0.0095 (0.009954580208584928)  --> TIME: 2025-05-09 17:37:49 -- STEP: 612/725 -- GLOBAL_STEP: 161750 | > loss_disc: 2.267230272293091 (2.213724106745001) | > loss_disc_real_0: 0.1814318746328354 (0.1406402322494126) | > loss_disc_real_1: 0.19200202822685242 (0.19445603024336247) | > loss_disc_real_2: 0.2024322897195816 (0.18863778921708568) | > loss_disc_real_3: 0.193528950214386 (0.20470571914821656) | > loss_disc_real_4: 0.20608055591583252 (0.19838626407622517) | > loss_disc_real_5: 0.2165883183479309 (0.2037537529626313) | > loss_0: 2.267230272293091 (2.213724106745001) | > grad_norm_0: tensor(37.6650, device='cuda:0') (tensor(31.1916, device='cuda:0')) | > loss_gen: 2.6487057209014893 (2.760879467904957) | > loss_kl: 1.692207932472229 (1.7501120080355725) | > loss_feat: 6.660067558288574 (8.23042782615213) | > loss_mel: 11.821137428283691 (13.297112002092257) | > loss_duration: 1.63602614402771 (1.6951774471725514) | > amp_scaler: 128.0 (176.9411764705883) | > loss_1: 24.458145141601562 (27.733708727593516) | > grad_norm_1: tensor(677.6055, device='cuda:0') (tensor(662.3672, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8155 (0.8483702961136309) | > loader_time: 0.0088 (0.00996830650404387)  --> TIME: 2025-05-09 17:38:32 -- STEP: 662/725 -- GLOBAL_STEP: 161800 | > loss_disc: 2.1474974155426025 (2.2122051910331244) | > loss_disc_real_0: 0.08037053793668747 (0.14087626657637217) | > loss_disc_real_1: 0.19069357216358185 (0.19416625946309993) | > loss_disc_real_2: 0.18257610499858856 (0.18852558405647835) | > loss_disc_real_3: 0.22649572789669037 (0.20468132202358755) | > loss_disc_real_4: 0.1985362321138382 (0.19821275489297888) | > loss_disc_real_5: 0.18580174446105957 (0.20364036773446823) | > loss_0: 2.1474974155426025 (2.2122051910331244) | > grad_norm_0: tensor(30.8413, device='cuda:0') (tensor(31.5825, device='cuda:0')) | > loss_gen: 2.714005470275879 (2.7647528021717367) | > loss_kl: 1.8823086023330688 (1.7489333770426378) | > loss_feat: 8.299604415893555 (8.246546363542448) | > loss_mel: 13.570565223693848 (13.322929239705259) | > loss_duration: 1.7226684093475342 (1.6955505775180828) | > amp_scaler: 128.0 (173.2447129909367) | > loss_1: 28.189151763916016 (27.7787123533174) | > grad_norm_1: tensor(758.0916, device='cuda:0') (tensor(665.9659, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.858 (0.8480142657490292) | > loader_time: 0.0105 (0.009970869902757707)  --> TIME: 2025-05-09 17:39:15 -- STEP: 712/725 -- GLOBAL_STEP: 161850 | > loss_disc: 2.148360252380371 (2.2135879109414787) | > loss_disc_real_0: 0.1192803680896759 (0.1409859453547703) | > loss_disc_real_1: 0.22739920020103455 (0.1943524457472429) | > loss_disc_real_2: 0.19862058758735657 (0.18873347670593288) | > loss_disc_real_3: 0.20126143097877502 (0.2046296765420878) | > loss_disc_real_4: 0.1792331337928772 (0.19835019237204893) | > loss_disc_real_5: 0.18718527257442474 (0.2035739387312297) | > loss_0: 2.148360252380371 (2.2135879109414787) | > grad_norm_0: tensor(35.5041, device='cuda:0') (tensor(31.7013, device='cuda:0')) | > loss_gen: 2.833981990814209 (2.764982655476987) | > loss_kl: 1.7788861989974976 (1.7492217831732182) | > loss_feat: 8.334271430969238 (8.24974376699898) | > loss_mel: 13.842033386230469 (13.336765064282371) | > loss_duration: 1.7031375169754028 (1.6951417470915933) | > amp_scaler: 128.0 (170.0674157303371) | > loss_1: 28.492311477661133 (27.795855007814556) | > grad_norm_1: tensor(743.6822, device='cuda:0') (tensor(661.7324, device='cuda:0')) | > current_lr_0: 0.00019606399759111075 | > current_lr_1: 0.00019606399759111075 | > step_time: 0.8192 (0.8476699540454347) | > loader_time: 0.0095 (0.009974646434355312)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1333727836608887 (2.1333727836608887) | > loss_disc_real_0: 0.15365225076675415 (0.15365225076675415) | > loss_disc_real_1: 0.1684473156929016 (0.1684473156929016) | > loss_disc_real_2: 0.2033483237028122 (0.2033483237028122) | > loss_disc_real_3: 0.24018898606300354 (0.24018898606300354) | > loss_disc_real_4: 0.21310915052890778 (0.21310915052890778) | > loss_disc_real_5: 0.23675034940242767 (0.23675034940242767) | > loss_0: 2.1333727836608887 (2.1333727836608887) | > loss_gen: 3.062901496887207 (3.062901496887207) | > loss_kl: 2.041182518005371 (2.041182518005371) | > loss_feat: 9.06938648223877 (9.06938648223877) | > loss_mel: 14.56633186340332 (14.56633186340332) | > loss_duration: 1.6918816566467285 (1.6918816566467285) | > loss_1: 30.431684494018555 (30.431684494018555)  --> STEP: 1 | > loss_disc: 1.975027084350586 (1.975027084350586) | > loss_disc_real_0: 0.12967020273208618 (0.12967020273208618) | > loss_disc_real_1: 0.14451828598976135 (0.14451828598976135) | > loss_disc_real_2: 0.18998932838439941 (0.18998932838439941) | > loss_disc_real_3: 0.22023411095142365 (0.22023411095142365) | > loss_disc_real_4: 0.18680791556835175 (0.18680791556835175) | > loss_disc_real_5: 0.21838517487049103 (0.21838517487049103) | > loss_0: 1.975027084350586 (1.975027084350586) | > loss_gen: 3.1649670600891113 (3.1649670600891113) | > loss_kl: 2.1324150562286377 (2.1324150562286377) | > loss_feat: 10.08474349975586 (10.08474349975586) | > loss_mel: 15.402023315429688 (15.402023315429688) | > loss_duration: 1.759664535522461 (1.759664535522461) | > loss_1: 32.54381561279297 (32.54381561279297)  --> STEP: 2 | > loss_disc: 2.1887099742889404 (2.081868529319763) | > loss_disc_real_0: 0.1491527259349823 (0.13941146433353424) | > loss_disc_real_1: 0.15404503047466278 (0.14928165823221207) | > loss_disc_real_2: 0.18328668177127838 (0.1866380050778389) | > loss_disc_real_3: 0.24701915681362152 (0.23362663388252258) | > loss_disc_real_4: 0.21115650236606598 (0.19898220896720886) | > loss_disc_real_5: 0.2649933099746704 (0.24168924242258072) | > loss_0: 2.1887099742889404 (2.081868529319763) | > loss_gen: 2.892059087753296 (3.0285130739212036) | > loss_kl: 1.9585449695587158 (2.0454800128936768) | > loss_feat: 8.196290016174316 (9.140516757965088) | > loss_mel: 14.126797676086426 (14.764410495758057) | > loss_duration: 1.8240031003952026 (1.7918338179588318) | > loss_1: 28.99769401550293 (30.77075481414795)  --> STEP: 3 | > loss_disc: 2.332876443862915 (2.1655378341674805) | > loss_disc_real_0: 0.16634531319141388 (0.14838941395282745) | > loss_disc_real_1: 0.18496978282928467 (0.1611776997645696) | > loss_disc_real_2: 0.19610203802585602 (0.18979268272717795) | > loss_disc_real_3: 0.22319169342517853 (0.23014832039674124) | > loss_disc_real_4: 0.22666141390800476 (0.20820861061414084) | > loss_disc_real_5: 0.2590404450893402 (0.2474729766448339) | > loss_0: 2.332876443862915 (2.1655378341674805) | > loss_gen: 2.650327682495117 (2.902451276779175) | > loss_kl: 2.062385082244873 (2.051115036010742) | > loss_feat: 6.360622882843018 (8.21388546625773) | > loss_mel: 11.914196968078613 (13.814339319864908) | > loss_duration: 1.7962018251419067 (1.7932898203531902) | > loss_1: 24.783733367919922 (28.775080998738606)  --> STEP: 4 | > loss_disc: 2.3660128116607666 (2.215656578540802) | > loss_disc_real_0: 0.16998201608657837 (0.15378756448626518) | > loss_disc_real_1: 0.18145203590393066 (0.16624628379940987) | > loss_disc_real_2: 0.19273912906646729 (0.19052929431200027) | > loss_disc_real_3: 0.2372371256351471 (0.2319205217063427) | > loss_disc_real_4: 0.23454779386520386 (0.21479340642690659) | > loss_disc_real_5: 0.26873844861984253 (0.25278934463858604) | > loss_0: 2.3660128116607666 (2.215656578540802) | > loss_gen: 2.6141512393951416 (2.8303762674331665) | > loss_kl: 1.9427249431610107 (2.0240175127983093) | > loss_feat: 7.632419586181641 (8.068518996238708) | > loss_mel: 12.040384292602539 (13.370850563049316) | > loss_duration: 1.743697166442871 (1.7808916568756104) | > loss_1: 25.973377227783203 (28.074655055999756) --> EVAL PERFORMANCE | > avg_loader_time: 0.28078579902648926 (+0.00222700834274292) | > avg_loss_disc: 2.215656578540802 (+0.01661461591720581) | > avg_loss_disc_real_0: 0.15378756448626518 (-0.0818953663110733) | > avg_loss_disc_real_1: 0.16624628379940987 (-0.027687981724739075) | > avg_loss_disc_real_2: 0.19052929431200027 (+0.02218300849199295) | > avg_loss_disc_real_3: 0.2319205217063427 (+0.0437505841255188) | > avg_loss_disc_real_4: 0.21479340642690659 (-0.012923475354909897) | > avg_loss_disc_real_5: 0.25278934463858604 (+0.00450318306684494) | > avg_loss_0: 2.215656578540802 (+0.01661461591720581) | > avg_loss_gen: 2.8303762674331665 (-0.2008455991744995) | > avg_loss_kl: 2.0240175127983093 (+0.01774197816848755) | > avg_loss_feat: 8.068518996238708 (-0.40285933017730713) | > avg_loss_mel: 13.370850563049316 (-0.5376226902008057) | > avg_loss_duration: 1.7808916568756104 (-0.003967970609664917) | > avg_loss_1: 28.074655055999756 (-1.1275534629821777)  > EPOCH: 160/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 17:39:32)   --> TIME: 2025-05-09 17:40:06 -- STEP: 37/725 -- GLOBAL_STEP: 161900 | > loss_disc: 2.141489028930664 (2.207968421884486) | > loss_disc_real_0: 0.13164390623569489 (0.1368734556678179) | > loss_disc_real_1: 0.17600685358047485 (0.19100841638204216) | > loss_disc_real_2: 0.18545232713222504 (0.18721495890939557) | > loss_disc_real_3: 0.17804965376853943 (0.20496819269012762) | > loss_disc_real_4: 0.18416142463684082 (0.19934554075872576) | > loss_disc_real_5: 0.2053474336862564 (0.20291756133775454) | > loss_0: 2.141489028930664 (2.207968421884486) | > grad_norm_0: tensor(31.9335, device='cuda:0') (tensor(26.2175, device='cuda:0')) | > loss_gen: 2.6740686893463135 (2.7643104308360336) | > loss_kl: 1.6520912647247314 (1.7930004628928933) | > loss_feat: 8.227848052978516 (8.213084220886229) | > loss_mel: 12.784326553344727 (13.190134435086637) | > loss_duration: 1.689100742340088 (1.6952672036918435) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.027433395385742 (27.655796411875134) | > grad_norm_1: tensor(807.6898, device='cuda:0') (tensor(686.5858, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8657 (0.8526715652362721) | > loader_time: 0.0101 (0.00974462483380292)  --> TIME: 2025-05-09 17:40:50 -- STEP: 87/725 -- GLOBAL_STEP: 161950 | > loss_disc: 2.2985787391662598 (2.2186796322636226) | > loss_disc_real_0: 0.15566924214363098 (0.14317318043489563) | > loss_disc_real_1: 0.2097717672586441 (0.19269655953193532) | > loss_disc_real_2: 0.19905640184879303 (0.18856530028513108) | > loss_disc_real_3: 0.2072431594133377 (0.20485490954470362) | > loss_disc_real_4: 0.17081628739833832 (0.1984792391116591) | > loss_disc_real_5: 0.22330549359321594 (0.20312549465004054) | > loss_0: 2.2985787391662598 (2.2186796322636226) | > grad_norm_0: tensor(26.3696, device='cuda:0') (tensor(30.2217, device='cuda:0')) | > loss_gen: 2.573885679244995 (2.7577569183261907) | > loss_kl: 1.7517898082733154 (1.7799143462345517) | > loss_feat: 7.259007453918457 (8.172010531370669) | > loss_mel: 13.251518249511719 (13.266015820119573) | > loss_duration: 1.6556191444396973 (1.6961791350923738) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.491819381713867 (27.671876644266067) | > grad_norm_1: tensor(618.0564, device='cuda:0') (tensor(639.8783, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8294 (0.8583861877178321) | > loader_time: 0.0103 (0.01006886328773937)  --> TIME: 2025-05-09 17:41:33 -- STEP: 137/725 -- GLOBAL_STEP: 162000 | > loss_disc: 2.2740111351013184 (2.2220268910818737) | > loss_disc_real_0: 0.11714716255664825 (0.14269197498359815) | > loss_disc_real_1: 0.20022381842136383 (0.19320753999870188) | > loss_disc_real_2: 0.1845882683992386 (0.18770552486398795) | > loss_disc_real_3: 0.20860914885997772 (0.205708823064818) | > loss_disc_real_4: 0.19435349106788635 (0.19909811868284735) | > loss_disc_real_5: 0.1879759430885315 (0.20330549994089311) | > loss_0: 2.2740111351013184 (2.2220268910818737) | > grad_norm_0: tensor(20.7525, device='cuda:0') (tensor(30.0827, device='cuda:0')) | > loss_gen: 2.746755361557007 (2.7509472004688567) | > loss_kl: 1.6617070436477661 (1.764198191844634) | > loss_feat: 8.092277526855469 (8.195382633348451) | > loss_mel: 13.010786056518555 (13.24566403270638) | > loss_duration: 1.675580620765686 (1.6965835720953282) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.18710708618164 (27.65277560435943) | > grad_norm_1: tensor(314.1467, device='cuda:0') (tensor(630.3351, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8111 (0.8552574258651174) | > loader_time: 0.009 (0.010051032922563761) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_162000.pth  --> TIME: 2025-05-09 17:42:19 -- STEP: 187/725 -- GLOBAL_STEP: 162050 | > loss_disc: 2.1968536376953125 (2.220892995436562) | > loss_disc_real_0: 0.16308802366256714 (0.14192962746091065) | > loss_disc_real_1: 0.19839483499526978 (0.1937159010592629) | > loss_disc_real_2: 0.1966453194618225 (0.18751594974076688) | > loss_disc_real_3: 0.16269004344940186 (0.2053620380195067) | > loss_disc_real_4: 0.18851636350154877 (0.19906458019572779) | > loss_disc_real_5: 0.187007337808609 (0.204196859330417) | > loss_0: 2.1968536376953125 (2.220892995436562) | > grad_norm_0: tensor(39.4243, device='cuda:0') (tensor(30.1989, device='cuda:0')) | > loss_gen: 2.825347661972046 (2.7508166116826662) | > loss_kl: 1.9025424718856812 (1.7694751891222866) | > loss_feat: 8.666108131408691 (8.181322592464996) | > loss_mel: 13.806133270263672 (13.262443119191866) | > loss_duration: 1.7085702419281006 (1.6971955873111992) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.908700942993164 (27.661253036662224) | > grad_norm_1: tensor(814.9539, device='cuda:0') (tensor(641.0215, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8661 (0.8543200747852018) | > loader_time: 0.0114 (0.0100982533419196)  --> TIME: 2025-05-09 17:43:02 -- STEP: 237/725 -- GLOBAL_STEP: 162100 | > loss_disc: 2.111999034881592 (2.21122921016146) | > loss_disc_real_0: 0.13841547071933746 (0.14064411460598808) | > loss_disc_real_1: 0.21623589098453522 (0.19326694315998866) | > loss_disc_real_2: 0.20408286154270172 (0.1868429720904757) | > loss_disc_real_3: 0.1960742473602295 (0.2048354322397256) | > loss_disc_real_4: 0.17720720171928406 (0.1987061534501329) | > loss_disc_real_5: 0.2064436972141266 (0.20416387362319205) | > loss_0: 2.111999034881592 (2.21122921016146) | > grad_norm_0: tensor(39.1684, device='cuda:0') (tensor(30.7574, device='cuda:0')) | > loss_gen: 2.946535110473633 (2.760834120496918) | > loss_kl: 1.893698811531067 (1.7704689905110291) | > loss_feat: 8.943422317504883 (8.242072342820293) | > loss_mel: 14.493721008300781 (13.340960579079413) | > loss_duration: 1.6865127086639404 (1.6971597450191966) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.96388816833496 (27.811495760825117) | > grad_norm_1: tensor(749.0298, device='cuda:0') (tensor(653.8368, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8148 (0.8537935385724159) | > loader_time: 0.0103 (0.010095075212953464)  --> TIME: 2025-05-09 17:43:45 -- STEP: 287/725 -- GLOBAL_STEP: 162150 | > loss_disc: 2.2756242752075195 (2.2095856080902587) | > loss_disc_real_0: 0.24108070135116577 (0.14037185242782482) | > loss_disc_real_1: 0.19261552393436432 (0.1930204666761571) | > loss_disc_real_2: 0.188247948884964 (0.18725829719458728) | > loss_disc_real_3: 0.20531798899173737 (0.20432935032071972) | > loss_disc_real_4: 0.16882626712322235 (0.19826727373467085) | > loss_disc_real_5: 0.1596774160861969 (0.2037146426867109) | > loss_0: 2.2756242752075195 (2.2095856080902587) | > grad_norm_0: tensor(82.8089, device='cuda:0') (tensor(30.9024, device='cuda:0')) | > loss_gen: 2.7690091133117676 (2.764882917603548) | > loss_kl: 1.6522356271743774 (1.7603623144302634) | > loss_feat: 8.242828369140625 (8.25635682913483) | > loss_mel: 13.878578186035156 (13.365421494540437) | > loss_duration: 1.7040748596191406 (1.6968172302644844) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.246726989746094 (27.84384078181995) | > grad_norm_1: tensor(634.6040, device='cuda:0') (tensor(655.6557, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.821 (0.8513404276312849) | > loader_time: 0.0094 (0.010057540720763524)  --> TIME: 2025-05-09 17:44:28 -- STEP: 337/725 -- GLOBAL_STEP: 162200 | > loss_disc: 2.1332767009735107 (2.2131407420076314) | > loss_disc_real_0: 0.13326916098594666 (0.1418536447806598) | > loss_disc_real_1: 0.19738951325416565 (0.19327160326946383) | > loss_disc_real_2: 0.19128736853599548 (0.18816453921511905) | > loss_disc_real_3: 0.24366754293441772 (0.2041717306531148) | > loss_disc_real_4: 0.19993074238300323 (0.19824316695288305) | > loss_disc_real_5: 0.21444261074066162 (0.20337808667198487) | > loss_0: 2.1332767009735107 (2.2131407420076314) | > grad_norm_0: tensor(41.3431, device='cuda:0') (tensor(30.9743, device='cuda:0')) | > loss_gen: 3.0734610557556152 (2.767941034158542) | > loss_kl: 1.6162036657333374 (1.7508605350726436) | > loss_feat: 9.06047248840332 (8.240006400145115) | > loss_mel: 14.177952766418457 (13.356530206493526) | > loss_duration: 1.6994736194610596 (1.6960023705258922) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.627565383911133 (27.811340586721727) | > grad_norm_1: tensor(779.6378, device='cuda:0') (tensor(650.7734, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8683 (0.851084948293533) | > loader_time: 0.0099 (0.010012485153243513)  --> TIME: 2025-05-09 17:45:11 -- STEP: 387/725 -- GLOBAL_STEP: 162250 | > loss_disc: 2.1475164890289307 (2.2123755962041627) | > loss_disc_real_0: 0.11948113143444061 (0.1412428443438015) | > loss_disc_real_1: 0.18550170958042145 (0.1935631394078257) | > loss_disc_real_2: 0.17212599515914917 (0.1881937862828721) | > loss_disc_real_3: 0.21265210211277008 (0.20398807799015245) | > loss_disc_real_4: 0.18522267043590546 (0.19809043157162282) | > loss_disc_real_5: 0.19269810616970062 (0.2029360168895056) | > loss_0: 2.1475164890289307 (2.2123755962041627) | > grad_norm_0: tensor(64.1671, device='cuda:0') (tensor(31.3520, device='cuda:0')) | > loss_gen: 3.0201828479766846 (2.7716970493011064) | > loss_kl: 1.7027682065963745 (1.7474931213590834) | > loss_feat: 9.60757064819336 (8.247470202680077) | > loss_mel: 14.515483856201172 (13.36987909913371) | > loss_duration: 1.7740862369537354 (1.6962649726744463) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.620092391967773 (27.832804490121458) | > grad_norm_1: tensor(1020.1297, device='cuda:0') (tensor(654.4571, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8433 (0.8510122354640516) | > loader_time: 0.0096 (0.010040328176138624)  --> TIME: 2025-05-09 17:45:54 -- STEP: 437/725 -- GLOBAL_STEP: 162300 | > loss_disc: 2.23040771484375 (2.211523662442747) | > loss_disc_real_0: 0.120045505464077 (0.14122024526312377) | > loss_disc_real_1: 0.18378008902072906 (0.19355169699039285) | > loss_disc_real_2: 0.15738816559314728 (0.18796334335542111) | > loss_disc_real_3: 0.20758455991744995 (0.20399511951603663) | > loss_disc_real_4: 0.17683710157871246 (0.1980838123325352) | > loss_disc_real_5: 0.205765038728714 (0.2026057700611634) | > loss_0: 2.23040771484375 (2.211523662442747) | > grad_norm_0: tensor(21.7873, device='cuda:0') (tensor(31.4050, device='cuda:0')) | > loss_gen: 2.586252450942993 (2.770394080836384) | > loss_kl: 1.7246979475021362 (1.7458596848786831) | > loss_feat: 8.048759460449219 (8.242866417908813) | > loss_mel: 12.92617130279541 (13.348726650124556) | > loss_duration: 1.659273624420166 (1.695927245393225) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.945154190063477 (27.803774111330924) | > grad_norm_1: tensor(386.0864, device='cuda:0') (tensor(660.7594, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8694 (0.8503883496029152) | > loader_time: 0.0099 (0.010046126367843938)  --> TIME: 2025-05-09 17:46:37 -- STEP: 487/725 -- GLOBAL_STEP: 162350 | > loss_disc: 2.226351022720337 (2.213101129757061) | > loss_disc_real_0: 0.1490175426006317 (0.14105975796187448) | > loss_disc_real_1: 0.20493091642856598 (0.19374983661351017) | > loss_disc_real_2: 0.20231449604034424 (0.18854458305747604) | > loss_disc_real_3: 0.1846863031387329 (0.20404815009854416) | > loss_disc_real_4: 0.18141794204711914 (0.1981495522742888) | > loss_disc_real_5: 0.17438048124313354 (0.2026252879988731) | > loss_0: 2.226351022720337 (2.213101129757061) | > grad_norm_0: tensor(13.8044, device='cuda:0') (tensor(31.7060, device='cuda:0')) | > loss_gen: 2.8590314388275146 (2.770975106550681) | > loss_kl: 1.7927525043487549 (1.7469749590209867) | > loss_feat: 8.372430801391602 (8.237308518842495) | > loss_mel: 13.519100189208984 (13.3569585087363) | > loss_duration: 1.6762750148773193 (1.6961984592786314) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.21959114074707 (27.80841559110481) | > grad_norm_1: tensor(398.7734, device='cuda:0') (tensor(662.2532, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8095 (0.8498967462496589) | > loader_time: 0.01 (0.010037858872932572)  --> TIME: 2025-05-09 17:47:21 -- STEP: 537/725 -- GLOBAL_STEP: 162400 | > loss_disc: 2.1671831607818604 (2.21271887194067) | > loss_disc_real_0: 0.1548035889863968 (0.14137154222367201) | > loss_disc_real_1: 0.2046721875667572 (0.19366851818073172) | > loss_disc_real_2: 0.1987980604171753 (0.18863235910733545) | > loss_disc_real_3: 0.23757268488407135 (0.2041227270604512) | > loss_disc_real_4: 0.21063362061977386 (0.1981958746910095) | > loss_disc_real_5: 0.21539874374866486 (0.2024089196762781) | > loss_0: 2.1671831607818604 (2.21271887194067) | > grad_norm_0: tensor(31.6528, device='cuda:0') (tensor(31.8987, device='cuda:0')) | > loss_gen: 2.9408254623413086 (2.7715093707683134) | > loss_kl: 1.7066857814788818 (1.7477402895744507) | > loss_feat: 8.266411781311035 (8.234515856986151) | > loss_mel: 13.01705551147461 (13.349798973268193) | > loss_duration: 1.7190698385238647 (1.6967752195159373) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.65005111694336 (27.800339764500915) | > grad_norm_1: tensor(792.4180, device='cuda:0') (tensor(662.5748, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8485 (0.850542138186691) | > loader_time: 0.0099 (0.010017343073583845)  --> TIME: 2025-05-09 17:48:04 -- STEP: 587/725 -- GLOBAL_STEP: 162450 | > loss_disc: 2.2210257053375244 (2.213184472243262) | > loss_disc_real_0: 0.12662243843078613 (0.14093269633678193) | > loss_disc_real_1: 0.19438941776752472 (0.19375881748162907) | > loss_disc_real_2: 0.18120628595352173 (0.18877260821032152) | > loss_disc_real_3: 0.20433121919631958 (0.2042564808357717) | > loss_disc_real_4: 0.1915481835603714 (0.19831885036963212) | > loss_disc_real_5: 0.19819903373718262 (0.20241586830993724) | > loss_0: 2.2210257053375244 (2.213184472243262) | > grad_norm_0: tensor(22.3813, device='cuda:0') (tensor(32.0391, device='cuda:0')) | > loss_gen: 2.744405746459961 (2.7709580576602595) | > loss_kl: 1.8283623456954956 (1.7474551629370279) | > loss_feat: 8.020708084106445 (8.231275727436119) | > loss_mel: 13.100711822509766 (13.339267850937592) | > loss_duration: 1.67471182346344 (1.6962986004616585) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.368900299072266 (27.785255458123427) | > grad_norm_1: tensor(734.3352, device='cuda:0') (tensor(668.7335, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8593 (0.8503391848309074) | > loader_time: 0.01 (0.009996721651119509)  --> TIME: 2025-05-09 17:48:47 -- STEP: 637/725 -- GLOBAL_STEP: 162500 | > loss_disc: 2.200347423553467 (2.210724057544905) | > loss_disc_real_0: 0.15418864786624908 (0.1404305704207024) | > loss_disc_real_1: 0.20017434656620026 (0.1935358827164633) | > loss_disc_real_2: 0.17603722214698792 (0.18882778490450522) | > loss_disc_real_3: 0.185347318649292 (0.2042174109110092) | > loss_disc_real_4: 0.15537339448928833 (0.19806106554657169) | > loss_disc_real_5: 0.17130377888679504 (0.20216890975388477) | > loss_0: 2.200347423553467 (2.210724057544905) | > grad_norm_0: tensor(44.8898, device='cuda:0') (tensor(31.9796, device='cuda:0')) | > loss_gen: 2.7198705673217773 (2.774186243629156) | > loss_kl: 1.6413062810897827 (1.7485131248013004) | > loss_feat: 7.952962398529053 (8.237990767091182) | > loss_mel: 12.841773986816406 (13.346587568848998) | > loss_duration: 1.672719955444336 (1.6962690693991531) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.82863426208496 (27.80354683066087) | > grad_norm_1: tensor(641.4433, device='cuda:0') (tensor(672.1053, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.847 (0.8504360088935263) | > loader_time: 0.0103 (0.010013406654729195)  --> TIME: 2025-05-09 17:49:30 -- STEP: 687/725 -- GLOBAL_STEP: 162550 | > loss_disc: 2.066641330718994 (2.2099148437619394) | > loss_disc_real_0: 0.1376785933971405 (0.14104142137620138) | > loss_disc_real_1: 0.20493504405021667 (0.19339189981008714) | > loss_disc_real_2: 0.17576247453689575 (0.18879598064627337) | > loss_disc_real_3: 0.16339297592639923 (0.2041311559241586) | > loss_disc_real_4: 0.19199970364570618 (0.1980214224371847) | > loss_disc_real_5: 0.20464225113391876 (0.20180840454073798) | > loss_0: 2.066641330718994 (2.2099148437619394) | > grad_norm_0: tensor(29.6567, device='cuda:0') (tensor(32.3952, device='cuda:0')) | > loss_gen: 2.964120388031006 (2.7776610761056646) | > loss_kl: 1.8015910387039185 (1.7474612653515744) | > loss_feat: 9.235374450683594 (8.252179723986716) | > loss_mel: 14.372453689575195 (13.359488317886642) | > loss_duration: 1.715535044670105 (1.6963945115324024) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.089075088500977 (27.833184959933565) | > grad_norm_1: tensor(687.4008, device='cuda:0') (tensor(672.5094, device='cuda:0')) | > current_lr_0: 0.00019603948959141186 | > current_lr_1: 0.00019603948959141186 | > step_time: 0.8719 (0.8499329582919545) | > loader_time: 0.0104 (0.010004329542579264)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.216883897781372 (2.216883897781372) | > loss_disc_real_0: 0.12318677455186844 (0.12318677455186844) | > loss_disc_real_1: 0.20867019891738892 (0.20867019891738892) | > loss_disc_real_2: 0.20529621839523315 (0.20529621839523315) | > loss_disc_real_3: 0.23531663417816162 (0.23531663417816162) | > loss_disc_real_4: 0.273978054523468 (0.273978054523468) | > loss_disc_real_5: 0.2403581738471985 (0.2403581738471985) | > loss_0: 2.216883897781372 (2.216883897781372) | > loss_gen: 3.0271713733673096 (3.0271713733673096) | > loss_kl: 1.9085313081741333 (1.9085313081741333) | > loss_feat: 8.361858367919922 (8.361858367919922) | > loss_mel: 13.07242202758789 (13.07242202758789) | > loss_duration: 1.6915878057479858 (1.6915878057479858) | > loss_1: 28.06157112121582 (28.06157112121582)  --> STEP: 1 | > loss_disc: 2.268110752105713 (2.268110752105713) | > loss_disc_real_0: 0.11537638306617737 (0.11537638306617737) | > loss_disc_real_1: 0.20274114608764648 (0.20274114608764648) | > loss_disc_real_2: 0.2230047732591629 (0.2230047732591629) | > loss_disc_real_3: 0.25241848826408386 (0.25241848826408386) | > loss_disc_real_4: 0.2958662211894989 (0.2958662211894989) | > loss_disc_real_5: 0.23307058215141296 (0.23307058215141296) | > loss_0: 2.268110752105713 (2.268110752105713) | > loss_gen: 2.837237596511841 (2.837237596511841) | > loss_kl: 2.0868031978607178 (2.0868031978607178) | > loss_feat: 7.703432083129883 (7.703432083129883) | > loss_mel: 12.656279563903809 (12.656279563903809) | > loss_duration: 1.7770650386810303 (1.7770650386810303) | > loss_1: 27.06081771850586 (27.06081771850586)  --> STEP: 2 | > loss_disc: 2.1258139610290527 (2.196962356567383) | > loss_disc_real_0: 0.10673288255929947 (0.11105463281273842) | > loss_disc_real_1: 0.19755427539348602 (0.20014771074056625) | > loss_disc_real_2: 0.21572400629520416 (0.21936438977718353) | > loss_disc_real_3: 0.23658208549022675 (0.2445002868771553) | > loss_disc_real_4: 0.2747429609298706 (0.28530459105968475) | > loss_disc_real_5: 0.2034062147140503 (0.21823839843273163) | > loss_0: 2.1258139610290527 (2.196962356567383) | > loss_gen: 3.0597543716430664 (2.9484959840774536) | > loss_kl: 2.032670259475708 (2.059736728668213) | > loss_feat: 8.682717323303223 (8.193074703216553) | > loss_mel: 14.327970504760742 (13.492125034332275) | > loss_duration: 1.8388822078704834 (1.8079736232757568) | > loss_1: 29.941993713378906 (28.501405715942383)  --> STEP: 3 | > loss_disc: 2.2363109588623047 (2.210078557332357) | > loss_disc_real_0: 0.1344553679227829 (0.11885487784941991) | > loss_disc_real_1: 0.21351733803749084 (0.20460425317287445) | > loss_disc_real_2: 0.21341323852539062 (0.21738067269325256) | > loss_disc_real_3: 0.24136269092559814 (0.24345442155996957) | > loss_disc_real_4: 0.2767675518989563 (0.28245891133944195) | > loss_disc_real_5: 0.2400396168231964 (0.22550547122955322) | > loss_0: 2.2363109588623047 (2.210078557332357) | > loss_gen: 2.921104669570923 (2.93936554590861) | > loss_kl: 1.9514657258987427 (2.0236463944117227) | > loss_feat: 7.620061874389648 (8.002070426940918) | > loss_mel: 12.700453758239746 (13.2282346089681) | > loss_duration: 1.7936352491378784 (1.8031941652297974) | > loss_1: 26.986719131469727 (27.996510187784832)  --> STEP: 4 | > loss_disc: 2.0401904582977295 (2.1676065325737) | > loss_disc_real_0: 0.0985955148935318 (0.11379003711044788) | > loss_disc_real_1: 0.1961761862039566 (0.202497236430645) | > loss_disc_real_2: 0.2033417969942093 (0.21387095376849174) | > loss_disc_real_3: 0.1828479915857315 (0.22830281406641006) | > loss_disc_real_4: 0.2520160675048828 (0.27484820038080215) | > loss_disc_real_5: 0.20439866185188293 (0.22022876888513565) | > loss_0: 2.0401904582977295 (2.1676065325737) | > loss_gen: 3.057887315750122 (2.968995988368988) | > loss_kl: 1.9913973808288574 (2.0155841410160065) | > loss_feat: 10.892014503479004 (8.72455644607544) | > loss_mel: 14.923848152160645 (13.652137994766235) | > loss_duration: 1.7345259189605713 (1.7860271036624908) | > loss_1: 32.599674224853516 (29.147301197052002) --> EVAL PERFORMANCE | > avg_loader_time: 0.27983999252319336 (-0.0009458065032958984) | > avg_loss_disc: 2.1676065325737 (-0.04805004596710205) | > avg_loss_disc_real_0: 0.11379003711044788 (-0.0399975273758173) | > avg_loss_disc_real_1: 0.202497236430645 (+0.03625095263123512) | > avg_loss_disc_real_2: 0.21387095376849174 (+0.02334165945649147) | > avg_loss_disc_real_3: 0.22830281406641006 (-0.0036177076399326324) | > avg_loss_disc_real_4: 0.27484820038080215 (+0.06005479395389557) | > avg_loss_disc_real_5: 0.22022876888513565 (-0.032560575753450394) | > avg_loss_0: 2.1676065325737 (-0.04805004596710205) | > avg_loss_gen: 2.968995988368988 (+0.13861972093582153) | > avg_loss_kl: 2.0155841410160065 (-0.008433371782302856) | > avg_loss_feat: 8.72455644607544 (+0.656037449836731) | > avg_loss_mel: 13.652137994766235 (+0.28128743171691895) | > avg_loss_duration: 1.7860271036624908 (+0.005135446786880493) | > avg_loss_1: 29.147301197052002 (+1.072646141052246)  > EPOCH: 161/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 17:50:09)   --> TIME: 2025-05-09 17:50:21 -- STEP: 12/725 -- GLOBAL_STEP: 162600 | > loss_disc: 2.268786907196045 (2.1910271843274436) | > loss_disc_real_0: 0.23341673612594604 (0.13794469212492308) | > loss_disc_real_1: 0.2087964564561844 (0.19366539642214775) | > loss_disc_real_2: 0.2091940939426422 (0.18828309699892998) | > loss_disc_real_3: 0.18737705051898956 (0.20242921387155852) | > loss_disc_real_4: 0.17973826825618744 (0.20377289007107416) | > loss_disc_real_5: 0.19243602454662323 (0.20337191969156265) | > loss_0: 2.268786907196045 (2.1910271843274436) | > grad_norm_0: tensor(50.4516, device='cuda:0') (tensor(35.9727, device='cuda:0')) | > loss_gen: 2.8798670768737793 (2.8357429107030234) | > loss_kl: 1.7778334617614746 (1.7935721079508464) | > loss_feat: 9.1104097366333 (8.449102401733398) | > loss_mel: 13.721296310424805 (13.628536621729532) | > loss_duration: 1.731337070465088 (1.7004986206690471) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.22074317932129 (28.407452424367268) | > grad_norm_1: tensor(902.2959, device='cuda:0') (tensor(791.4690, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8539 (0.8402422865231832) | > loader_time: 0.0093 (0.009870608647664389)  --> TIME: 2025-05-09 17:51:05 -- STEP: 62/725 -- GLOBAL_STEP: 162650 | > loss_disc: 2.1970696449279785 (2.188922066842356) | > loss_disc_real_0: 0.16109198331832886 (0.13325017005685835) | > loss_disc_real_1: 0.17653849720954895 (0.1933339166064416) | > loss_disc_real_2: 0.17808687686920166 (0.1867921996501184) | > loss_disc_real_3: 0.22248528897762299 (0.2040425870687731) | > loss_disc_real_4: 0.1779487282037735 (0.20028038755539926) | > loss_disc_real_5: 0.22683702409267426 (0.1990935074225549) | > loss_0: 2.1970696449279785 (2.188922066842356) | > grad_norm_0: tensor(35.3848, device='cuda:0') (tensor(33.4651, device='cuda:0')) | > loss_gen: 3.0039610862731934 (2.800852579455222) | > loss_kl: 1.5561779737472534 (1.7583204411691236) | > loss_feat: 8.853963851928711 (8.29617432625063) | > loss_mel: 13.526844024658203 (13.306827960475799) | > loss_duration: 1.7266156673431396 (1.6904421794799067) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.66756248474121 (27.852617294557632) | > grad_norm_1: tensor(934.8387, device='cuda:0') (tensor(711.7230, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8579 (0.8541801437254875) | > loader_time: 0.0121 (0.010347812406478394)  --> TIME: 2025-05-09 17:51:49 -- STEP: 112/725 -- GLOBAL_STEP: 162700 | > loss_disc: 2.393691062927246 (2.201371703829087) | > loss_disc_real_0: 0.13742980360984802 (0.13481189277289166) | > loss_disc_real_1: 0.20196419954299927 (0.1945383306592703) | > loss_disc_real_2: 0.19829298555850983 (0.18835315241345338) | > loss_disc_real_3: 0.23177112638950348 (0.20429090423775567) | > loss_disc_real_4: 0.1996467113494873 (0.19930136163852044) | > loss_disc_real_5: 0.21852849423885345 (0.20107528008520606) | > loss_0: 2.393691062927246 (2.201371703829087) | > grad_norm_0: tensor(42.5377, device='cuda:0') (tensor(32.8003, device='cuda:0')) | > loss_gen: 2.2771413326263428 (2.7818393196378435) | > loss_kl: 1.7288053035736084 (1.7650302116359984) | > loss_feat: 6.219939708709717 (8.216087503092627) | > loss_mel: 10.48671817779541 (13.213856756687164) | > loss_duration: 1.6853593587875366 (1.6950641732130731) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.397964477539062 (27.67187798023224) | > grad_norm_1: tensor(273.5403, device='cuda:0') (tensor(735.2922, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.839 (0.8588554092815944) | > loader_time: 0.0121 (0.010144389101437166)  --> TIME: 2025-05-09 17:52:32 -- STEP: 162/725 -- GLOBAL_STEP: 162750 | > loss_disc: 2.288987159729004 (2.204801576373019) | > loss_disc_real_0: 0.1289575695991516 (0.1381466666949384) | > loss_disc_real_1: 0.212881401181221 (0.1943501016975921) | > loss_disc_real_2: 0.20856426656246185 (0.18808047970136002) | > loss_disc_real_3: 0.2087894231081009 (0.20457350324701376) | > loss_disc_real_4: 0.20579475164413452 (0.19857668278761847) | > loss_disc_real_5: 0.23781238496303558 (0.2014925726401953) | > loss_0: 2.288987159729004 (2.204801576373019) | > grad_norm_0: tensor(31.6472, device='cuda:0') (tensor(34.4464, device='cuda:0')) | > loss_gen: 2.657557249069214 (2.7910530758492738) | > loss_kl: 1.9552607536315918 (1.7578072584705589) | > loss_feat: 8.081155776977539 (8.269309273472539) | > loss_mel: 13.069221496582031 (13.255011487890172) | > loss_duration: 1.6683955192565918 (1.694946322912051) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.431591033935547 (27.768127417858736) | > grad_norm_1: tensor(779.0626, device='cuda:0') (tensor(705.4984, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8287 (0.8559907807244195) | > loader_time: 0.01 (0.01015147750760303)  --> TIME: 2025-05-09 17:53:16 -- STEP: 212/725 -- GLOBAL_STEP: 162800 | > loss_disc: 2.253304958343506 (2.20491593682541) | > loss_disc_real_0: 0.1633034497499466 (0.13799237136570922) | > loss_disc_real_1: 0.19877228140830994 (0.19453891957143568) | > loss_disc_real_2: 0.17008820176124573 (0.18839124407408367) | > loss_disc_real_3: 0.23889875411987305 (0.2044623828721496) | > loss_disc_real_4: 0.20205679535865784 (0.19853143689205058) | > loss_disc_real_5: 0.2248079925775528 (0.20146993899120474) | > loss_0: 2.253304958343506 (2.20491593682541) | > grad_norm_0: tensor(28.9654, device='cuda:0') (tensor(34.0664, device='cuda:0')) | > loss_gen: 2.7435719966888428 (2.7831769281963132) | > loss_kl: 1.6790882349014282 (1.750627023993798) | > loss_feat: 8.017318725585938 (8.238156651550876) | > loss_mel: 13.47997760772705 (13.27097670537121) | > loss_duration: 1.6982300281524658 (1.6950500989859956) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.618186950683594 (27.73798736536278) | > grad_norm_1: tensor(419.4954, device='cuda:0') (tensor(710.5963, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8598 (0.8567435775163039) | > loader_time: 0.0094 (0.010160066046804757)  --> TIME: 2025-05-09 17:53:59 -- STEP: 262/725 -- GLOBAL_STEP: 162850 | > loss_disc: 2.431572675704956 (2.20426057267735) | > loss_disc_real_0: 0.18479222059249878 (0.13795392508156437) | > loss_disc_real_1: 0.18932755291461945 (0.19440378834500568) | > loss_disc_real_2: 0.25747835636138916 (0.1881240460140104) | > loss_disc_real_3: 0.2044932246208191 (0.2044239810859884) | > loss_disc_real_4: 0.20745421946048737 (0.19860812458600705) | > loss_disc_real_5: 0.20506909489631653 (0.20113873532937684) | > loss_0: 2.431572675704956 (2.20426057267735) | > grad_norm_0: tensor(15.7982, device='cuda:0') (tensor(33.7733, device='cuda:0')) | > loss_gen: 2.4659440517425537 (2.78395589526373) | > loss_kl: 1.6914103031158447 (1.743774336712961) | > loss_feat: 6.40176248550415 (8.258673860826576) | > loss_mel: 10.836456298828125 (13.297439779034098) | > loss_duration: 1.6888328790664673 (1.6960657025111538) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.084407806396484 (27.77990957070853) | > grad_norm_1: tensor(142.3403, device='cuda:0') (tensor(713.1248, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.877 (0.8542235771208319) | > loader_time: 0.0095 (0.01012752347320091)  --> TIME: 2025-05-09 17:54:42 -- STEP: 312/725 -- GLOBAL_STEP: 162900 | > loss_disc: 2.219982624053955 (2.2030400247910085) | > loss_disc_real_0: 0.17161373794078827 (0.13830231624440503) | > loss_disc_real_1: 0.20267687737941742 (0.19410843230210817) | > loss_disc_real_2: 0.20437091588974 (0.1884527651545328) | > loss_disc_real_3: 0.21626853942871094 (0.2041311444571385) | > loss_disc_real_4: 0.18562887609004974 (0.1984994850384119) | > loss_disc_real_5: 0.21089136600494385 (0.20067927241325373) | > loss_0: 2.219982624053955 (2.2030400247910085) | > grad_norm_0: tensor(44.2658, device='cuda:0') (tensor(33.9392, device='cuda:0')) | > loss_gen: 2.9018075466156006 (2.7872501458877186) | > loss_kl: 1.983848214149475 (1.7427023492562472) | > loss_feat: 9.145981788635254 (8.275843238219249) | > loss_mel: 13.38494873046875 (13.323856833653572) | > loss_duration: 1.681682825088501 (1.6955313911804792) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.098268508911133 (27.825183984560855) | > grad_norm_1: tensor(673.9504, device='cuda:0') (tensor(714.0535, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.863 (0.8533248802026117) | > loader_time: 0.0101 (0.010098247956006955)  --> TIME: 2025-05-09 17:55:25 -- STEP: 362/725 -- GLOBAL_STEP: 162950 | > loss_disc: 2.2064297199249268 (2.204504521841502) | > loss_disc_real_0: 0.20364205539226532 (0.13917396596288145) | > loss_disc_real_1: 0.20293335616588593 (0.19380919334802846) | > loss_disc_real_2: 0.18347880244255066 (0.18849604914366203) | > loss_disc_real_3: 0.23907770216464996 (0.20453461551863844) | > loss_disc_real_4: 0.21220029890537262 (0.1985558524563167) | > loss_disc_real_5: 0.20494344830513 (0.2009666246768519) | > loss_0: 2.2064297199249268 (2.204504521841502) | > grad_norm_0: tensor(37.2645, device='cuda:0') (tensor(33.7146, device='cuda:0')) | > loss_gen: 2.933504343032837 (2.7888849934161706) | > loss_kl: 1.7522836923599243 (1.7464796057722194) | > loss_feat: 7.1119384765625 (8.273665773275821) | > loss_mel: 12.297390937805176 (13.3466510193124) | > loss_duration: 1.625800371170044 (1.6941332359340315) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.720918655395508 (27.849814667886143) | > grad_norm_1: tensor(795.4114, device='cuda:0') (tensor(711.5702, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8585 (0.8534723908861701) | > loader_time: 0.0097 (0.010103737451753563)  --> TIME: 2025-05-09 17:56:08 -- STEP: 412/725 -- GLOBAL_STEP: 163000 | > loss_disc: 2.1317763328552246 (2.204792597918834) | > loss_disc_real_0: 0.12095080316066742 (0.13966984540513405) | > loss_disc_real_1: 0.24236491322517395 (0.19393976115920017) | > loss_disc_real_2: 0.19988436996936798 (0.18820597531581382) | > loss_disc_real_3: 0.19642095267772675 (0.2046169280571845) | > loss_disc_real_4: 0.20796334743499756 (0.19857523637344532) | > loss_disc_real_5: 0.18057727813720703 (0.2006425899136992) | > loss_0: 2.1317763328552246 (2.204792597918834) | > grad_norm_0: tensor(27.9990, device='cuda:0') (tensor(33.8111, device='cuda:0')) | > loss_gen: 2.878535747528076 (2.789658012320695) | > loss_kl: 1.8401203155517578 (1.7454204663489634) | > loss_feat: 8.711771965026855 (8.268272115188905) | > loss_mel: 13.661872863769531 (13.342205505926632) | > loss_duration: 1.6953400373458862 (1.6938678222952543) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.787639617919922 (27.8394239527508) | > grad_norm_1: tensor(803.6264, device='cuda:0') (tensor(706.4680, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8596 (0.8528057915493126) | > loader_time: 0.0126 (0.01011494120347847) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_163000.pth  --> TIME: 2025-05-09 17:56:54 -- STEP: 462/725 -- GLOBAL_STEP: 163050 | > loss_disc: 2.242931842803955 (2.2036440398269903) | > loss_disc_real_0: 0.21006135642528534 (0.13933744349262914) | > loss_disc_real_1: 0.18868543207645416 (0.19366145327493747) | > loss_disc_real_2: 0.18354210257530212 (0.18813137329502017) | > loss_disc_real_3: 0.23738642036914825 (0.2046369718976351) | > loss_disc_real_4: 0.19837872684001923 (0.19858884385653902) | > loss_disc_real_5: 0.2256404161453247 (0.20097573988494416) | > loss_0: 2.242931842803955 (2.2036440398269903) | > grad_norm_0: tensor(46.6565, device='cuda:0') (tensor(33.5296, device='cuda:0')) | > loss_gen: 2.940016269683838 (2.788466583598744) | > loss_kl: 1.7995268106460571 (1.7456228562763765) | > loss_feat: 8.145038604736328 (8.266485965613173) | > loss_mel: 13.271316528320312 (13.350601037343344) | > loss_duration: 1.745464563369751 (1.6937182478574453) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.9013614654541 (27.844894718814214) | > grad_norm_1: tensor(964.4297, device='cuda:0') (tensor(704.4523, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.7918 (0.8520059518483812) | > loader_time: 0.01 (0.010130322856820508)  --> TIME: 2025-05-09 17:57:37 -- STEP: 512/725 -- GLOBAL_STEP: 163100 | > loss_disc: 2.242677688598633 (2.2020738911814974) | > loss_disc_real_0: 0.110615573823452 (0.13816987631435024) | > loss_disc_real_1: 0.17408184707164764 (0.19370614291983662) | > loss_disc_real_2: 0.1577916294336319 (0.1880943390715401) | > loss_disc_real_3: 0.20484612882137299 (0.20478316853404976) | > loss_disc_real_4: 0.19998253881931305 (0.19840192919946273) | > loss_disc_real_5: 0.19580043852329254 (0.20112856247578745) | > loss_0: 2.242677688598633 (2.2020738911814974) | > grad_norm_0: tensor(25.2734, device='cuda:0') (tensor(33.4212, device='cuda:0')) | > loss_gen: 2.7193002700805664 (2.790651445742697) | > loss_kl: 1.821792721748352 (1.7464521818328653) | > loss_feat: 8.467562675476074 (8.277883445844068) | > loss_mel: 13.958671569824219 (13.365820124745369) | > loss_duration: 1.666646957397461 (1.694737928686664) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.633974075317383 (27.875545155256994) | > grad_norm_1: tensor(731.6253, device='cuda:0') (tensor(714.5618, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8396 (0.8517713239416482) | > loader_time: 0.0105 (0.010179648641496897)  --> TIME: 2025-05-09 17:58:20 -- STEP: 562/725 -- GLOBAL_STEP: 163150 | > loss_disc: 2.1980929374694824 (2.1998270546414247) | > loss_disc_real_0: 0.11383280158042908 (0.13834534295804757) | > loss_disc_real_1: 0.1623087376356125 (0.19346020349510207) | > loss_disc_real_2: 0.18530531227588654 (0.18804805975049407) | > loss_disc_real_3: 0.19616477191448212 (0.20446027780873066) | > loss_disc_real_4: 0.18010728061199188 (0.19810190733217256) | > loss_disc_real_5: 0.20142510533332825 (0.20046372995363862) | > loss_0: 2.1980929374694824 (2.1998270546414247) | > grad_norm_0: tensor(24.4121, device='cuda:0') (tensor(33.6582, device='cuda:0')) | > loss_gen: 2.806871175765991 (2.794482338895153) | > loss_kl: 1.6716910600662231 (1.7475243927745214) | > loss_feat: 8.020676612854004 (8.30102352654808) | > loss_mel: 12.525338172912598 (13.39464310649451) | > loss_duration: 1.6595604419708252 (1.6948456490591333) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.68413734436035 (27.932519037104168) | > grad_norm_1: tensor(451.0351, device='cuda:0') (tensor(714.1750, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8976 (0.8513077196277337) | > loader_time: 0.0107 (0.010173771305016352)  --> TIME: 2025-05-09 17:59:04 -- STEP: 612/725 -- GLOBAL_STEP: 163200 | > loss_disc: 2.314744234085083 (2.201087253156053) | > loss_disc_real_0: 0.10003945976495743 (0.1387673551460204) | > loss_disc_real_1: 0.20002113282680511 (0.1936373890322799) | > loss_disc_real_2: 0.2055302858352661 (0.18824528785897232) | > loss_disc_real_3: 0.21246841549873352 (0.20454328585099543) | > loss_disc_real_4: 0.22195400297641754 (0.19812585897987178) | > loss_disc_real_5: 0.18973654508590698 (0.20061922367978738) | > loss_0: 2.314744234085083 (2.201087253156053) | > grad_norm_0: tensor(40.4147, device='cuda:0') (tensor(33.7609, device='cuda:0')) | > loss_gen: 2.534320116043091 (2.7942562640882014) | > loss_kl: 1.6641972064971924 (1.7454674195230404) | > loss_feat: 7.905920028686523 (8.301000655866142) | > loss_mel: 13.05624008178711 (13.390106182472376) | > loss_duration: 1.6184090375900269 (1.6946488659755856) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.77908706665039 (27.925479408962275) | > grad_norm_1: tensor(552.4048, device='cuda:0') (tensor(709.3479, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8158 (0.8514112027641998) | > loader_time: 0.0089 (0.010186871282415457)  --> TIME: 2025-05-09 17:59:46 -- STEP: 662/725 -- GLOBAL_STEP: 163250 | > loss_disc: 2.3344483375549316 (2.200207952106109) | > loss_disc_real_0: 0.15954779088497162 (0.1384810114904023) | > loss_disc_real_1: 0.18953624367713928 (0.1935718310293476) | > loss_disc_real_2: 0.20788688957691193 (0.18811641457938) | > loss_disc_real_3: 0.19087612628936768 (0.20431275132289456) | > loss_disc_real_4: 0.21638557314872742 (0.19815874390101496) | > loss_disc_real_5: 0.2233789563179016 (0.2007927749182164) | > loss_0: 2.3344483375549316 (2.200207952106109) | > grad_norm_0: tensor(15.0693, device='cuda:0') (tensor(33.6104, device='cuda:0')) | > loss_gen: 2.5932469367980957 (2.793749486211564) | > loss_kl: 1.715964913368225 (1.7460896907616246) | > loss_feat: 7.016297340393066 (8.304249922674586) | > loss_mel: 11.816140174865723 (13.400005732418185) | > loss_duration: 1.711767554283142 (1.695166636989916) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.853416442871094 (27.939261491205038) | > grad_norm_1: tensor(685.1694, device='cuda:0') (tensor(711.7528, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8701 (0.8505462743004286) | > loader_time: 0.0108 (0.010171001051127736)  --> TIME: 2025-05-09 18:00:29 -- STEP: 712/725 -- GLOBAL_STEP: 163300 | > loss_disc: 2.352609634399414 (2.201843305082806) | > loss_disc_real_0: 0.15880726277828217 (0.138625325504272) | > loss_disc_real_1: 0.1950794905424118 (0.19371604885947855) | > loss_disc_real_2: 0.19831597805023193 (0.18839616290806385) | > loss_disc_real_3: 0.20486591756343842 (0.20434553027571578) | > loss_disc_real_4: 0.19657672941684723 (0.19826515339147502) | > loss_disc_real_5: 0.19620469212532043 (0.20095864432246513) | > loss_0: 2.352609634399414 (2.201843305082806) | > grad_norm_0: tensor(12.8754, device='cuda:0') (tensor(33.4297, device='cuda:0')) | > loss_gen: 2.4964590072631836 (2.7924966497367683) | > loss_kl: 1.686176061630249 (1.744926556777419) | > loss_feat: 7.5865159034729 (8.3031134216973) | > loss_mel: 13.35915470123291 (13.40914202272222) | > loss_duration: 1.6986080408096313 (1.6947546360198031) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.826915740966797 (27.94443331407697) | > grad_norm_1: tensor(229.7692, device='cuda:0') (tensor(708.3126, device='cuda:0')) | > current_lr_0: 0.0001960149846552129 | > current_lr_1: 0.0001960149846552129 | > step_time: 0.8147 (0.8503633372569355) | > loader_time: 0.0097 (0.010169500715277174)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3225769996643066 (2.3225769996643066) | > loss_disc_real_0: 0.1616654098033905 (0.1616654098033905) | > loss_disc_real_1: 0.220543771982193 (0.220543771982193) | > loss_disc_real_2: 0.1827281266450882 (0.1827281266450882) | > loss_disc_real_3: 0.2881072759628296 (0.2881072759628296) | > loss_disc_real_4: 0.231252059340477 (0.231252059340477) | > loss_disc_real_5: 0.2340165078639984 (0.2340165078639984) | > loss_0: 2.3225769996643066 (2.3225769996643066) | > loss_gen: 2.7708370685577393 (2.7708370685577393) | > loss_kl: 2.08902645111084 (2.08902645111084) | > loss_feat: 7.6487016677856445 (7.6487016677856445) | > loss_mel: 13.1535062789917 (13.1535062789917) | > loss_duration: 1.686030626296997 (1.686030626296997) | > loss_1: 27.34810447692871 (27.34810447692871)  --> STEP: 1 | > loss_disc: 2.28558349609375 (2.28558349609375) | > loss_disc_real_0: 0.1507645696401596 (0.1507645696401596) | > loss_disc_real_1: 0.20878110826015472 (0.20878110826015472) | > loss_disc_real_2: 0.17432019114494324 (0.17432019114494324) | > loss_disc_real_3: 0.25600817799568176 (0.25600817799568176) | > loss_disc_real_4: 0.21070596575737 (0.21070596575737) | > loss_disc_real_5: 0.24594320356845856 (0.24594320356845856) | > loss_0: 2.28558349609375 (2.28558349609375) | > loss_gen: 2.745638370513916 (2.745638370513916) | > loss_kl: 1.9774137735366821 (1.9774137735366821) | > loss_feat: 8.323945045471191 (8.323945045471191) | > loss_mel: 14.1435546875 (14.1435546875) | > loss_duration: 1.7905032634735107 (1.7905032634735107) | > loss_1: 28.981054306030273 (28.981054306030273)  --> STEP: 2 | > loss_disc: 2.3499958515167236 (2.317789673805237) | > loss_disc_real_0: 0.16327396035194397 (0.1570192649960518) | > loss_disc_real_1: 0.2152620553970337 (0.2120215818285942) | > loss_disc_real_2: 0.1834796965122223 (0.17889994382858276) | > loss_disc_real_3: 0.26997968554496765 (0.2629939317703247) | > loss_disc_real_4: 0.20845866203308105 (0.20958231389522552) | > loss_disc_real_5: 0.23117154836654663 (0.2385573759675026) | > loss_0: 2.3499958515167236 (2.317789673805237) | > loss_gen: 2.577700614929199 (2.6616694927215576) | > loss_kl: 1.939629077911377 (1.9585214257240295) | > loss_feat: 7.231950759887695 (7.777947902679443) | > loss_mel: 12.54153823852539 (13.342546463012695) | > loss_duration: 1.835798740386963 (1.8131510019302368) | > loss_1: 26.126615524291992 (27.553834915161133)  --> STEP: 3 | > loss_disc: 2.1084210872650146 (2.248000144958496) | > loss_disc_real_0: 0.1602686643600464 (0.15810239811738333) | > loss_disc_real_1: 0.20552265644073486 (0.20985527336597443) | > loss_disc_real_2: 0.14374610781669617 (0.16718199849128723) | > loss_disc_real_3: 0.2545873522758484 (0.26019173860549927) | > loss_disc_real_4: 0.20743364095687866 (0.20886608958244324) | > loss_disc_real_5: 0.25078099966049194 (0.24263191719849905) | > loss_0: 2.1084210872650146 (2.248000144958496) | > loss_gen: 3.040719747543335 (2.78801957766215) | > loss_kl: 2.06813907623291 (1.995060642560323) | > loss_feat: 8.99915599822998 (8.185017267862955) | > loss_mel: 15.25564193725586 (13.980244954427084) | > loss_duration: 1.8032437562942505 (1.8098485867182414) | > loss_1: 31.166900634765625 (28.758190155029297)  --> STEP: 4 | > loss_disc: 2.449408769607544 (2.298352301120758) | > loss_disc_real_0: 0.16662102937698364 (0.1602320559322834) | > loss_disc_real_1: 0.2147035449743271 (0.2110673412680626) | > loss_disc_real_2: 0.15753039717674255 (0.16476909816265106) | > loss_disc_real_3: 0.31173861026763916 (0.27307845652103424) | > loss_disc_real_4: 0.21977382898330688 (0.21159302443265915) | > loss_disc_real_5: 0.2748161852359772 (0.2506779842078686) | > loss_0: 2.449408769607544 (2.298352301120758) | > loss_gen: 2.5221939086914062 (2.721563160419464) | > loss_kl: 1.8699487447738647 (1.9637826681137085) | > loss_feat: 7.4653425216674805 (8.005098581314087) | > loss_mel: 12.070261001586914 (13.502748966217041) | > loss_duration: 1.7656373977661133 (1.7987957894802094) | > loss_1: 25.693382263183594 (27.99198818206787) --> EVAL PERFORMANCE | > avg_loader_time: 0.27988606691360474 (+4.607439041137695e-05) | > avg_loss_disc: 2.298352301120758 (+0.1307457685470581) | > avg_loss_disc_real_0: 0.1602320559322834 (+0.04644201882183552) | > avg_loss_disc_real_1: 0.2110673412680626 (+0.008570104837417603) | > avg_loss_disc_real_2: 0.16476909816265106 (-0.04910185560584068) | > avg_loss_disc_real_3: 0.27307845652103424 (+0.044775642454624176) | > avg_loss_disc_real_4: 0.21159302443265915 (-0.063255175948143) | > avg_loss_disc_real_5: 0.2506779842078686 (+0.030449215322732925) | > avg_loss_0: 2.298352301120758 (+0.1307457685470581) | > avg_loss_gen: 2.721563160419464 (-0.24743282794952393) | > avg_loss_kl: 1.9637826681137085 (-0.051801472902297974) | > avg_loss_feat: 8.005098581314087 (-0.7194578647613525) | > avg_loss_mel: 13.502748966217041 (-0.14938902854919434) | > avg_loss_duration: 1.7987957894802094 (+0.012768685817718506) | > avg_loss_1: 27.99198818206787 (-1.1553130149841309)  > EPOCH: 162/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 18:00:47)   --> TIME: 2025-05-09 18:01:21 -- STEP: 37/725 -- GLOBAL_STEP: 163350 | > loss_disc: 2.161369800567627 (2.2090974240689665) | > loss_disc_real_0: 0.1141800656914711 (0.1379367542025205) | > loss_disc_real_1: 0.21348461508750916 (0.19593112291516485) | > loss_disc_real_2: 0.19270555675029755 (0.19114444706891034) | > loss_disc_real_3: 0.19100229442119598 (0.20667948916151718) | > loss_disc_real_4: 0.23008939623832703 (0.19869121425860636) | > loss_disc_real_5: 0.19720418751239777 (0.19821411451777896) | > loss_0: 2.161369800567627 (2.2090974240689665) | > grad_norm_0: tensor(30.8715, device='cuda:0') (tensor(36.6461, device='cuda:0')) | > loss_gen: 2.8423614501953125 (2.8170232837264604) | > loss_kl: 1.8078844547271729 (1.7699117080585376) | > loss_feat: 8.52242374420166 (8.344995923944422) | > loss_mel: 12.68306827545166 (13.452762603759764) | > loss_duration: 1.6978964805603027 (1.6928487339535274) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.553634643554688 (28.07754253696751) | > grad_norm_1: tensor(980.6025, device='cuda:0') (tensor(725.6984, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8546 (0.8523691216030637) | > loader_time: 0.0117 (0.010061715100262615)  --> TIME: 2025-05-09 18:02:04 -- STEP: 87/725 -- GLOBAL_STEP: 163400 | > loss_disc: 2.1691136360168457 (2.198428422555156) | > loss_disc_real_0: 0.14654497802257538 (0.13637720613644042) | > loss_disc_real_1: 0.20007474720478058 (0.1951493896629619) | > loss_disc_real_2: 0.1687011420726776 (0.18945700906474014) | > loss_disc_real_3: 0.20429429411888123 (0.20396371237162886) | > loss_disc_real_4: 0.19583852589130402 (0.1969807779994504) | > loss_disc_real_5: 0.21874192357063293 (0.20074216370609985) | > loss_0: 2.1691136360168457 (2.198428422555156) | > grad_norm_0: tensor(35.6284, device='cuda:0') (tensor(34.8003, device='cuda:0')) | > loss_gen: 2.7286996841430664 (2.8017590319973307) | > loss_kl: 1.897878885269165 (1.7661891120603714) | > loss_feat: 8.039511680603027 (8.354665356120847) | > loss_mel: 13.305307388305664 (13.45304213995221) | > loss_duration: 1.6617449522018433 (1.6948084146126934) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.633142471313477 (28.07046416710163) | > grad_norm_1: tensor(782.6264, device='cuda:0') (tensor(740.9763, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.822 (0.8557096185355351) | > loader_time: 0.0096 (0.009986723976573728)  --> TIME: 2025-05-09 18:02:47 -- STEP: 137/725 -- GLOBAL_STEP: 163450 | > loss_disc: 2.181995391845703 (2.198888345356406) | > loss_disc_real_0: 0.11883950233459473 (0.13666755222056037) | > loss_disc_real_1: 0.19640707969665527 (0.1945650493794114) | > loss_disc_real_2: 0.1903838962316513 (0.1889723456689041) | > loss_disc_real_3: 0.19714145362377167 (0.20285378788074437) | > loss_disc_real_4: 0.2235318273305893 (0.19815026321550355) | > loss_disc_real_5: 0.19272738695144653 (0.2008441866096789) | > loss_0: 2.181995391845703 (2.198888345356406) | > grad_norm_0: tensor(16.0062, device='cuda:0') (tensor(35.0835, device='cuda:0')) | > loss_gen: 2.769773483276367 (2.8008050292077726) | > loss_kl: 1.7213186025619507 (1.7656687976670091) | > loss_feat: 8.424772262573242 (8.365524281550504) | > loss_mel: 12.286550521850586 (13.435399883854998) | > loss_duration: 1.6764748096466064 (1.694638408013504) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.878889083862305 (28.062036402904205) | > grad_norm_1: tensor(722.9509, device='cuda:0') (tensor(728.0593, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8106 (0.8518715948954115) | > loader_time: 0.0095 (0.010026470588071509)  --> TIME: 2025-05-09 18:03:30 -- STEP: 187/725 -- GLOBAL_STEP: 163500 | > loss_disc: 2.351348638534546 (2.202175287001911) | > loss_disc_real_0: 0.20388373732566833 (0.1375204741078266) | > loss_disc_real_1: 0.20716023445129395 (0.19399739068778438) | > loss_disc_real_2: 0.2189604640007019 (0.1895120507255595) | > loss_disc_real_3: 0.22896552085876465 (0.20294655118396576) | > loss_disc_real_4: 0.2138054221868515 (0.19776645852601465) | > loss_disc_real_5: 0.22082577645778656 (0.20155536363469087) | > loss_0: 2.351348638534546 (2.202175287001911) | > grad_norm_0: tensor(39.2673, device='cuda:0') (tensor(34.3202, device='cuda:0')) | > loss_gen: 2.809025526046753 (2.792884844509677) | > loss_kl: 1.6756922006607056 (1.7648099246509572) | > loss_feat: 8.583110809326172 (8.335612893742043) | > loss_mel: 14.244649887084961 (13.394561267791586) | > loss_duration: 1.696879267692566 (1.6954791845484851) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.009355545043945 (27.983348122255048) | > grad_norm_1: tensor(407.0174, device='cuda:0') (tensor(714.9893, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8432 (0.8483180783011697) | > loader_time: 0.0099 (0.010023060966940492)  --> TIME: 2025-05-09 18:04:13 -- STEP: 237/725 -- GLOBAL_STEP: 163550 | > loss_disc: 2.111783981323242 (2.205752563878957) | > loss_disc_real_0: 0.1310548037290573 (0.13777577295459267) | > loss_disc_real_1: 0.2085258960723877 (0.19376209692612978) | > loss_disc_real_2: 0.1767573356628418 (0.1892325742964) | > loss_disc_real_3: 0.18764901161193848 (0.20337804648946609) | > loss_disc_real_4: 0.1833038628101349 (0.19834803698686607) | > loss_disc_real_5: 0.20750470459461212 (0.2030583480490914) | > loss_0: 2.111783981323242 (2.205752563878957) | > grad_norm_0: tensor(33.7125, device='cuda:0') (tensor(33.3292, device='cuda:0')) | > loss_gen: 2.868882179260254 (2.779951328969707) | > loss_kl: 1.9457122087478638 (1.764082056057604) | > loss_feat: 8.71606731414795 (8.291897399516047) | > loss_mel: 14.29472541809082 (13.35194538615424) | > loss_duration: 1.6901252269744873 (1.6956053509490903) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.51551055908203 (27.88348147235339) | > grad_norm_1: tensor(728.5431, device='cuda:0') (tensor(701.8935, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8108 (0.8473419026483463) | > loader_time: 0.0114 (0.010000941119616552)  --> TIME: 2025-05-09 18:04:56 -- STEP: 287/725 -- GLOBAL_STEP: 163600 | > loss_disc: 2.2884154319763184 (2.2074689059307353) | > loss_disc_real_0: 0.0991348996758461 (0.13815103292153688) | > loss_disc_real_1: 0.19400499761104584 (0.19386087025707185) | > loss_disc_real_2: 0.19444213807582855 (0.18907648304198263) | > loss_disc_real_3: 0.1941065788269043 (0.2036575502115675) | > loss_disc_real_4: 0.2309217005968094 (0.1988060557987632) | > loss_disc_real_5: 0.1981513649225235 (0.20205566977582332) | > loss_0: 2.2884154319763184 (2.2074689059307353) | > grad_norm_0: tensor(31.9198, device='cuda:0') (tensor(33.2786, device='cuda:0')) | > loss_gen: 2.6187689304351807 (2.781953792538794) | > loss_kl: 1.738277792930603 (1.7630325061518972) | > loss_feat: 7.735520362854004 (8.290388178742308) | > loss_mel: 13.112414360046387 (13.347088528011733) | > loss_duration: 1.7045872211456299 (1.6953656000542725) | > amp_scaler: 256.0 (148.06968641114986) | > loss_1: 26.909568786621094 (27.877828571439206) | > grad_norm_1: tensor(923.5705, device='cuda:0') (tensor(695.7363, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.808 (0.8460152365189396) | > loader_time: 0.0096 (0.010032227645767697)  --> TIME: 2025-05-09 18:05:38 -- STEP: 337/725 -- GLOBAL_STEP: 163650 | > loss_disc: 2.205942153930664 (2.20852212842211) | > loss_disc_real_0: 0.09952867031097412 (0.13801503431284115) | > loss_disc_real_1: 0.18176007270812988 (0.1938741256645949) | > loss_disc_real_2: 0.17079371213912964 (0.18899065017346467) | > loss_disc_real_3: 0.20732316374778748 (0.20366942864850995) | > loss_disc_real_4: 0.23358100652694702 (0.19893681525476611) | > loss_disc_real_5: 0.2079256772994995 (0.20253109348280135) | > loss_0: 2.205942153930664 (2.20852212842211) | > grad_norm_0: tensor(15.6502, device='cuda:0') (tensor(33.0572, device='cuda:0')) | > loss_gen: 2.637887716293335 (2.7771575083011) | > loss_kl: 1.8024872541427612 (1.7600824613599466) | > loss_feat: 7.975523948669434 (8.252156584482162) | > loss_mel: 13.400691986083984 (13.303922890909348) | > loss_duration: 1.6708734035491943 (1.694432897100817) | > amp_scaler: 256.0 (164.0830860534125) | > loss_1: 27.487464904785156 (27.787752321282905) | > grad_norm_1: tensor(507.9013, device='cuda:0') (tensor(691.1747, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8733 (0.8452828836016554) | > loader_time: 0.0107 (0.010053583705460641)  --> TIME: 2025-05-09 18:06:21 -- STEP: 387/725 -- GLOBAL_STEP: 163700 | > loss_disc: 2.278988838195801 (2.2087433507584158) | > loss_disc_real_0: 0.11792655289173126 (0.13966679869542142) | > loss_disc_real_1: 0.18816690146923065 (0.19358499656197936) | > loss_disc_real_2: 0.20145846903324127 (0.18873856411115766) | > loss_disc_real_3: 0.20513619482517242 (0.20366550211912587) | > loss_disc_real_4: 0.20103751122951508 (0.1988063922455145) | > loss_disc_real_5: 0.2555784583091736 (0.20242988516501983) | > loss_0: 2.278988838195801 (2.2087433507584158) | > grad_norm_0: tensor(46.8413, device='cuda:0') (tensor(34.0618, device='cuda:0')) | > loss_gen: 2.808716297149658 (2.7805090301720696) | > loss_kl: 1.7027801275253296 (1.759185120424867) | > loss_feat: 7.80223274230957 (8.26218023965525) | > loss_mel: 12.683822631835938 (13.334682577956247) | > loss_duration: 1.7680273056030273 (1.6947628644701742) | > amp_scaler: 256.0 (175.95865633074948) | > loss_1: 26.765579223632812 (27.831319789245764) | > grad_norm_1: tensor(580.8020, device='cuda:0') (tensor(682.8421, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8424 (0.8446498256013065) | > loader_time: 0.0095 (0.010010611487297438)  --> TIME: 2025-05-09 18:07:04 -- STEP: 437/725 -- GLOBAL_STEP: 163750 | > loss_disc: 2.2552177906036377 (2.2108485352256464) | > loss_disc_real_0: 0.1567896008491516 (0.13974255164850777) | > loss_disc_real_1: 0.1808956414461136 (0.1936786462567763) | > loss_disc_real_2: 0.2142568826675415 (0.1887538353283837) | > loss_disc_real_3: 0.18606209754943848 (0.20399612638442952) | > loss_disc_real_4: 0.19107112288475037 (0.19890934904052684) | > loss_disc_real_5: 0.23450887203216553 (0.20295814852692712) | > loss_0: 2.2552177906036377 (2.2108485352256464) | > grad_norm_0: tensor(35.8086, device='cuda:0') (tensor(33.0591, device='cuda:0')) | > loss_gen: 2.652592420578003 (2.7750648459253395) | > loss_kl: 1.9771366119384766 (1.7637738521366424) | > loss_feat: 7.345394134521484 (8.254087561600805) | > loss_mel: 12.684174537658691 (13.326430438585085) | > loss_duration: 1.6682777404785156 (1.6944471946842885) | > amp_scaler: 256.0 (185.11670480549208) | > loss_1: 26.32757568359375 (27.81380384082925) | > grad_norm_1: tensor(742.9510, device='cuda:0') (tensor(670.6635, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8724 (0.8445135259519179) | > loader_time: 0.0094 (0.00999988953090642)  --> TIME: 2025-05-09 18:07:47 -- STEP: 487/725 -- GLOBAL_STEP: 163800 | > loss_disc: 2.232949733734131 (2.2116657211550437) | > loss_disc_real_0: 0.103068508207798 (0.1399536779651408) | > loss_disc_real_1: 0.16217295825481415 (0.19370316929763343) | > loss_disc_real_2: 0.1744060069322586 (0.18904129903786487) | > loss_disc_real_3: 0.1935245543718338 (0.20419314362919544) | > loss_disc_real_4: 0.20556586980819702 (0.19879048199869037) | > loss_disc_real_5: 0.18756753206253052 (0.2028728979630147) | > loss_0: 2.232949733734131 (2.2116657211550437) | > grad_norm_0: tensor(23.5075, device='cuda:0') (tensor(33.3344, device='cuda:0')) | > loss_gen: 2.7635855674743652 (2.775081468558656) | > loss_kl: 1.5783896446228027 (1.7622709440744388) | > loss_feat: 8.355238914489746 (8.262771344037999) | > loss_mel: 14.347503662109375 (13.360006904210397) | > loss_duration: 1.6881517171859741 (1.6951289622445862) | > amp_scaler: 128.0 (191.60574948665305) | > loss_1: 28.73287010192871 (27.85525956437818) | > grad_norm_1: tensor(776.8732, device='cuda:0') (tensor(672.3967, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8037 (0.8440066436477754) | > loader_time: 0.0093 (0.009974554089305341)  --> TIME: 2025-05-09 18:08:29 -- STEP: 537/725 -- GLOBAL_STEP: 163850 | > loss_disc: 2.1053714752197266 (2.2118767926146856) | > loss_disc_real_0: 0.13373756408691406 (0.14033961835797726) | > loss_disc_real_1: 0.19617041945457458 (0.1936758089831421) | > loss_disc_real_2: 0.18502260744571686 (0.18907734069078333) | > loss_disc_real_3: 0.2150869518518448 (0.2043747262304277) | > loss_disc_real_4: 0.18687425553798676 (0.19862452154940957) | > loss_disc_real_5: 0.22702407836914062 (0.20305048370494524) | > loss_0: 2.1053714752197266 (2.2118767926146856) | > grad_norm_0: tensor(11.3552, device='cuda:0') (tensor(33.3878, device='cuda:0')) | > loss_gen: 2.7929129600524902 (2.7743628611111792) | > loss_kl: 1.382022738456726 (1.7603742836573937) | > loss_feat: 8.981359481811523 (8.261915085257984) | > loss_mel: 14.278105735778809 (13.3630701025993) | > loss_duration: 1.7171485424041748 (1.695610410452333) | > amp_scaler: 128.0 (185.68342644320307) | > loss_1: 29.151548385620117 (27.855332696016053) | > grad_norm_1: tensor(563.2849, device='cuda:0') (tensor(666.6488, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8349 (0.8434285615853535) | > loader_time: 0.0091 (0.009971652395010444)  --> TIME: 2025-05-09 18:09:12 -- STEP: 587/725 -- GLOBAL_STEP: 163900 | > loss_disc: 2.1674559116363525 (2.2126375497707502) | > loss_disc_real_0: 0.08932889997959137 (0.14021690571886927) | > loss_disc_real_1: 0.18626005947589874 (0.19366099572466025) | > loss_disc_real_2: 0.21263261139392853 (0.18915038491128047) | > loss_disc_real_3: 0.20505107939243317 (0.20443931498661555) | > loss_disc_real_4: 0.1868111789226532 (0.19871298768248227) | > loss_disc_real_5: 0.19740363955497742 (0.20330264514512056) | > loss_0: 2.1674559116363525 (2.2126375497707502) | > grad_norm_0: tensor(25.7330, device='cuda:0') (tensor(33.0579, device='cuda:0')) | > loss_gen: 2.7512879371643066 (2.7717889845878974) | > loss_kl: 1.6590975522994995 (1.7581680846579844) | > loss_feat: 7.99885368347168 (8.25410968887745) | > loss_mel: 12.83942985534668 (13.35624863301265) | > loss_duration: 1.6781809329986572 (1.695086966584448) | > amp_scaler: 128.0 (180.77001703577528) | > loss_1: 26.926849365234375 (27.83540233111665) | > grad_norm_1: tensor(730.4333, device='cuda:0') (tensor(667.3542, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8358 (0.8430296708615515) | > loader_time: 0.0096 (0.009940962572114026)  --> TIME: 2025-05-09 18:09:55 -- STEP: 637/725 -- GLOBAL_STEP: 163950 | > loss_disc: 2.164943218231201 (2.2110757917586814) | > loss_disc_real_0: 0.1118541732430458 (0.14000453777739919) | > loss_disc_real_1: 0.20153211057186127 (0.19349241270749512) | > loss_disc_real_2: 0.19018779695034027 (0.18907413464419687) | > loss_disc_real_3: 0.18847176432609558 (0.2042269796320183) | > loss_disc_real_4: 0.20070025324821472 (0.19872519383250822) | > loss_disc_real_5: 0.19703520834445953 (0.20279272455061245) | > loss_0: 2.164943218231201 (2.2110757917586814) | > grad_norm_0: tensor(34.0574, device='cuda:0') (tensor(33.2376, device='cuda:0')) | > loss_gen: 2.7228379249572754 (2.7744864231001842) | > loss_kl: 1.6969718933105469 (1.756632533327938) | > loss_feat: 8.25894546508789 (8.257795559180954) | > loss_mel: 12.749670028686523 (13.3644962400619) | > loss_duration: 1.6777938604354858 (1.694862754416054) | > amp_scaler: 128.0 (176.62794348508655) | > loss_1: 27.106218338012695 (27.848273470412988) | > grad_norm_1: tensor(840.9668, device='cuda:0') (tensor(668.7065, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.828 (0.8428722842709049) | > loader_time: 0.0091 (0.009910322246222146)  --> TIME: 2025-05-09 18:10:37 -- STEP: 687/725 -- GLOBAL_STEP: 164000 | > loss_disc: 2.2426211833953857 (2.210084790225631) | > loss_disc_real_0: 0.1382451057434082 (0.13979094397423056) | > loss_disc_real_1: 0.202457457780838 (0.19336723218491686) | > loss_disc_real_2: 0.21143579483032227 (0.18892516002731372) | > loss_disc_real_3: 0.2074858397245407 (0.20418549698860192) | > loss_disc_real_4: 0.20229582488536835 (0.19871917297572894) | > loss_disc_real_5: 0.16649819910526276 (0.20266837046483022) | > loss_0: 2.2426211833953857 (2.210084790225631) | > grad_norm_0: tensor(33.9548, device='cuda:0') (tensor(33.3041, device='cuda:0')) | > loss_gen: 2.626953363418579 (2.775939226497558) | > loss_kl: 1.6373209953308105 (1.7560468110455176) | > loss_feat: 7.4106855392456055 (8.258077193902906) | > loss_mel: 11.79306697845459 (13.358901709621819) | > loss_duration: 1.7043571472167969 (1.6949487360630842) | > amp_scaler: 128.0 (173.08879184861743) | > loss_1: 25.172382354736328 (27.84391361553075) | > grad_norm_1: tensor(922.5322, device='cuda:0') (tensor(674.0053, device='cuda:0')) | > current_lr_0: 0.000195990482782131 | > current_lr_1: 0.000195990482782131 | > step_time: 0.8546 (0.8423055512762834) | > loader_time: 0.0095 (0.009895982006578303) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_164000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.384859800338745 (2.384859800338745) | > loss_disc_real_0: 0.120036281645298 (0.120036281645298) | > loss_disc_real_1: 0.2515196204185486 (0.2515196204185486) | > loss_disc_real_2: 0.16594603657722473 (0.16594603657722473) | > loss_disc_real_3: 0.28542426228523254 (0.28542426228523254) | > loss_disc_real_4: 0.30249619483947754 (0.30249619483947754) | > loss_disc_real_5: 0.22707974910736084 (0.22707974910736084) | > loss_0: 2.384859800338745 (2.384859800338745) | > loss_gen: 2.7649264335632324 (2.7649264335632324) | > loss_kl: 1.9961916208267212 (1.9961916208267212) | > loss_feat: 8.405072212219238 (8.405072212219238) | > loss_mel: 14.924577713012695 (14.924577713012695) | > loss_duration: 1.679789662361145 (1.679789662361145) | > loss_1: 29.770559310913086 (29.770559310913086)  --> STEP: 1 | > loss_disc: 2.4277963638305664 (2.4277963638305664) | > loss_disc_real_0: 0.10351468622684479 (0.10351468622684479) | > loss_disc_real_1: 0.2231418788433075 (0.2231418788433075) | > loss_disc_real_2: 0.1910310983657837 (0.1910310983657837) | > loss_disc_real_3: 0.26351556181907654 (0.26351556181907654) | > loss_disc_real_4: 0.34384024143218994 (0.34384024143218994) | > loss_disc_real_5: 0.2145453542470932 (0.2145453542470932) | > loss_0: 2.4277963638305664 (2.4277963638305664) | > loss_gen: 2.621913194656372 (2.621913194656372) | > loss_kl: 1.790401577949524 (1.790401577949524) | > loss_feat: 7.958744525909424 (7.958744525909424) | > loss_mel: 13.900041580200195 (13.900041580200195) | > loss_duration: 1.7684773206710815 (1.7684773206710815) | > loss_1: 28.039579391479492 (28.039579391479492)  --> STEP: 2 | > loss_disc: 2.4595658779144287 (2.4436811208724976) | > loss_disc_real_0: 0.11401623487472534 (0.10876546055078506) | > loss_disc_real_1: 0.24879908561706543 (0.23597048223018646) | > loss_disc_real_2: 0.17484964430332184 (0.18294037133455276) | > loss_disc_real_3: 0.3144453167915344 (0.2889804393053055) | > loss_disc_real_4: 0.3223809599876404 (0.33311060070991516) | > loss_disc_real_5: 0.22197853028774261 (0.2182619422674179) | > loss_0: 2.4595658779144287 (2.4436811208724976) | > loss_gen: 2.7027878761291504 (2.6623505353927612) | > loss_kl: 1.8141213655471802 (1.802261471748352) | > loss_feat: 7.727010726928711 (7.842877626419067) | > loss_mel: 13.948585510253906 (13.92431354522705) | > loss_duration: 1.818277359008789 (1.7933773398399353) | > loss_1: 28.01078224182129 (28.02518081665039)  --> STEP: 3 | > loss_disc: 2.3728981018066406 (2.4200867811838784) | > loss_disc_real_0: 0.10425833612680435 (0.10726308574279149) | > loss_disc_real_1: 0.22941908240318298 (0.23378668228785196) | > loss_disc_real_2: 0.1787732094526291 (0.18155131737391153) | > loss_disc_real_3: 0.2895214557647705 (0.28916077812512714) | > loss_disc_real_4: 0.3523453176021576 (0.3395221730073293) | > loss_disc_real_5: 0.18645475804805756 (0.20765954752763113) | > loss_0: 2.3728981018066406 (2.4200867811838784) | > loss_gen: 2.78324294090271 (2.7026480038960776) | > loss_kl: 2.0028491020202637 (1.8691240151723225) | > loss_feat: 7.639458179473877 (7.775071144104004) | > loss_mel: 14.308562278747559 (14.052396456400553) | > loss_duration: 1.798378348350525 (1.7950443426767986) | > loss_1: 28.53249168395996 (28.194284439086914)  --> STEP: 4 | > loss_disc: 2.6858930587768555 (2.486538350582123) | > loss_disc_real_0: 0.1444345861673355 (0.1165559608489275) | > loss_disc_real_1: 0.25053122639656067 (0.23797281831502914) | > loss_disc_real_2: 0.19930072128772736 (0.1859886683523655) | > loss_disc_real_3: 0.2803168296813965 (0.2869497910141945) | > loss_disc_real_4: 0.29490604996681213 (0.3283681422472) | > loss_disc_real_5: 0.20851311087608337 (0.2078729383647442) | > loss_0: 2.6858930587768555 (2.486538350582123) | > loss_gen: 2.104614734649658 (2.5531396865844727) | > loss_kl: 1.905386209487915 (1.8781895637512207) | > loss_feat: 4.608463764190674 (6.983419299125671) | > loss_mel: 9.86043643951416 (13.004406452178955) | > loss_duration: 1.7305123805999756 (1.7789113521575928) | > loss_1: 20.209413528442383 (26.19806671142578) --> EVAL PERFORMANCE | > avg_loader_time: 0.2831411361694336 (+0.0032550692558288574) | > avg_loss_disc: 2.486538350582123 (+0.18818604946136475) | > avg_loss_disc_real_0: 0.1165559608489275 (-0.043676095083355904) | > avg_loss_disc_real_1: 0.23797281831502914 (+0.026905477046966553) | > avg_loss_disc_real_2: 0.1859886683523655 (+0.021219570189714432) | > avg_loss_disc_real_3: 0.2869497910141945 (+0.013871334493160248) | > avg_loss_disc_real_4: 0.3283681422472 (+0.11677511781454086) | > avg_loss_disc_real_5: 0.2078729383647442 (-0.04280504584312439) | > avg_loss_0: 2.486538350582123 (+0.18818604946136475) | > avg_loss_gen: 2.5531396865844727 (-0.16842347383499146) | > avg_loss_kl: 1.8781895637512207 (-0.08559310436248779) | > avg_loss_feat: 6.983419299125671 (-1.0216792821884155) | > avg_loss_mel: 13.004406452178955 (-0.49834251403808594) | > avg_loss_duration: 1.7789113521575928 (-0.019884437322616577) | > avg_loss_1: 26.19806671142578 (-1.7939214706420898) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_164038.pth  > EPOCH: 163/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 18:11:21)   --> TIME: 2025-05-09 18:11:33 -- STEP: 12/725 -- GLOBAL_STEP: 164050 | > loss_disc: 2.1686532497406006 (2.256968299547831) | > loss_disc_real_0: 0.1384894996881485 (0.14581561957796416) | > loss_disc_real_1: 0.2084849774837494 (0.20581607023874918) | > loss_disc_real_2: 0.19947047531604767 (0.19129198292891184) | > loss_disc_real_3: 0.2000509798526764 (0.20825832709670067) | > loss_disc_real_4: 0.19621703028678894 (0.19762934371829033) | > loss_disc_real_5: 0.20437845587730408 (0.21578515072663626) | > loss_0: 2.1686532497406006 (2.256968299547831) | > grad_norm_0: tensor(34.1945, device='cuda:0') (tensor(39.1215, device='cuda:0')) | > loss_gen: 2.804731845855713 (2.7310815850893655) | > loss_kl: 1.8219817876815796 (1.7324632008870442) | > loss_feat: 8.610603332519531 (7.974828680356343) | > loss_mel: 12.979841232299805 (12.97983694076538) | > loss_duration: 1.723090410232544 (1.6971355974674225) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.940248489379883 (27.115345637003582) | > grad_norm_1: tensor(902.8669, device='cuda:0') (tensor(629.2040, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8396 (0.8370164632797241) | > loader_time: 0.0088 (0.010191798210144043)  --> TIME: 2025-05-09 18:12:17 -- STEP: 62/725 -- GLOBAL_STEP: 164100 | > loss_disc: 2.2937424182891846 (2.209683906647468) | > loss_disc_real_0: 0.1741846203804016 (0.1427697276155795) | > loss_disc_real_1: 0.19350701570510864 (0.19452616476243542) | > loss_disc_real_2: 0.22914820909500122 (0.1861441358923912) | > loss_disc_real_3: 0.19970758259296417 (0.20513682980691234) | > loss_disc_real_4: 0.2079855054616928 (0.19726649671792984) | > loss_disc_real_5: 0.20013169944286346 (0.20514306930765028) | > loss_0: 2.2937424182891846 (2.209683906647468) | > grad_norm_0: tensor(39.6867, device='cuda:0') (tensor(35.8831, device='cuda:0')) | > loss_gen: 2.5980732440948486 (2.7829895634805) | > loss_kl: 1.6800891160964966 (1.7229126749500152) | > loss_feat: 6.954259872436523 (8.410557331577422) | > loss_mel: 12.16848373413086 (13.610347793948266) | > loss_duration: 1.7529869079589844 (1.6890081378721422) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.153894424438477 (28.215815328782604) | > grad_norm_1: tensor(834.2207, device='cuda:0') (tensor(692.4958, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8487 (0.8546922437606319) | > loader_time: 0.0102 (0.0098173733680479)  --> TIME: 2025-05-09 18:13:00 -- STEP: 112/725 -- GLOBAL_STEP: 164150 | > loss_disc: 2.1524648666381836 (2.213580050638745) | > loss_disc_real_0: 0.1811293363571167 (0.14220800596688482) | > loss_disc_real_1: 0.17378322780132294 (0.19432183927191155) | > loss_disc_real_2: 0.16729676723480225 (0.18742919553603446) | > loss_disc_real_3: 0.1923808753490448 (0.20462479748364007) | > loss_disc_real_4: 0.16779598593711853 (0.19913819951138326) | > loss_disc_real_5: 0.20837511122226715 (0.2052324949098485) | > loss_0: 2.1524648666381836 (2.213580050638745) | > grad_norm_0: tensor(54.6835, device='cuda:0') (tensor(32.8469, device='cuda:0')) | > loss_gen: 2.918130874633789 (2.7668520041874483) | > loss_kl: 1.9129085540771484 (1.716383037822587) | > loss_feat: 9.156529426574707 (8.331616793360025) | > loss_mel: 14.514528274536133 (13.45838132926396) | > loss_duration: 1.691885232925415 (1.694119740809713) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.193981170654297 (27.967352628707886) | > grad_norm_1: tensor(780.1077, device='cuda:0') (tensor(692.5219, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8362 (0.85380277463368) | > loader_time: 0.0092 (0.009758302143641881)  --> TIME: 2025-05-09 18:13:43 -- STEP: 162/725 -- GLOBAL_STEP: 164200 | > loss_disc: 2.257328510284424 (2.2065989603230984) | > loss_disc_real_0: 0.12594346702098846 (0.1413686699061482) | > loss_disc_real_1: 0.2094058394432068 (0.19318052068536667) | > loss_disc_real_2: 0.20961308479309082 (0.18739695598681766) | > loss_disc_real_3: 0.19585059583187103 (0.20412308253623812) | > loss_disc_real_4: 0.1995498389005661 (0.19827839079094522) | > loss_disc_real_5: 0.23715198040008545 (0.20442365441057425) | > loss_0: 2.257328510284424 (2.2065989603230984) | > grad_norm_0: tensor(6.8327, device='cuda:0') (tensor(31.6299, device='cuda:0')) | > loss_gen: 2.642646074295044 (2.773975694621051) | > loss_kl: 1.7204537391662598 (1.734816231109478) | > loss_feat: 7.429378032684326 (8.35793724177796) | > loss_mel: 13.015336036682129 (13.46021595707646) | > loss_duration: 1.6466646194458008 (1.6946260524384769) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.454479217529297 (28.021570970982687) | > grad_norm_1: tensor(390.3676, device='cuda:0') (tensor(675.2097, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8388 (0.8525243644361142) | > loader_time: 0.0108 (0.009716734474087942)  --> TIME: 2025-05-09 18:14:27 -- STEP: 212/725 -- GLOBAL_STEP: 164250 | > loss_disc: 2.170396327972412 (2.202917483617675) | > loss_disc_real_0: 0.17513784766197205 (0.14065753942671813) | > loss_disc_real_1: 0.17641733586788177 (0.19271346399525427) | > loss_disc_real_2: 0.18516896665096283 (0.1876012237988553) | > loss_disc_real_3: 0.16924208402633667 (0.20378342516860865) | > loss_disc_real_4: 0.18221232295036316 (0.19791610398382511) | > loss_disc_real_5: 0.21996018290519714 (0.203015971647681) | > loss_0: 2.170396327972412 (2.202917483617675) | > grad_norm_0: tensor(41.0977, device='cuda:0') (tensor(32.3802, device='cuda:0')) | > loss_gen: 2.836850881576538 (2.7804359793663034) | > loss_kl: 1.5306739807128906 (1.7378002652582132) | > loss_feat: 8.464618682861328 (8.3793258442069) | > loss_mel: 12.8118314743042 (13.474985235142258) | > loss_duration: 1.7088861465454102 (1.6945137437784448) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.352863311767578 (28.067060956415144) | > grad_norm_1: tensor(758.1722, device='cuda:0') (tensor(683.4567, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8367 (0.8564400020635353) | > loader_time: 0.0101 (0.009774882838411152)  --> TIME: 2025-05-09 18:15:10 -- STEP: 262/725 -- GLOBAL_STEP: 164300 | > loss_disc: 2.148620843887329 (2.204242337751025) | > loss_disc_real_0: 0.12660977244377136 (0.1402979370291907) | > loss_disc_real_1: 0.16858799755573273 (0.19239795139727703) | > loss_disc_real_2: 0.18226905167102814 (0.1875189739556713) | > loss_disc_real_3: 0.20354071259498596 (0.20430181966028135) | > loss_disc_real_4: 0.14835195243358612 (0.19832588220370634) | > loss_disc_real_5: 0.18311774730682373 (0.20355654564750109) | > loss_0: 2.148620843887329 (2.204242337751025) | > grad_norm_0: tensor(51.8280, device='cuda:0') (tensor(32.5364, device='cuda:0')) | > loss_gen: 2.7145843505859375 (2.7815984059836127) | > loss_kl: 1.7731845378875732 (1.7384362434612886) | > loss_feat: 8.227121353149414 (8.362674250857518) | > loss_mel: 13.84188175201416 (13.445139946828363) | > loss_duration: 1.6856474876403809 (1.6960590818456112) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.242420196533203 (28.02390782159704) | > grad_norm_1: tensor(598.7318, device='cuda:0') (tensor(688.4862, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8776 (0.8542025162063482) | > loader_time: 0.0095 (0.009763067005244831)  --> TIME: 2025-05-09 18:15:53 -- STEP: 312/725 -- GLOBAL_STEP: 164350 | > loss_disc: 2.1232376098632812 (2.2020960117761907) | > loss_disc_real_0: 0.08464446663856506 (0.13981066558223504) | > loss_disc_real_1: 0.1924780011177063 (0.19234920928302487) | > loss_disc_real_2: 0.17870353162288666 (0.18752183822485122) | > loss_disc_real_3: 0.231096550822258 (0.20425462870834718) | > loss_disc_real_4: 0.18793536722660065 (0.19811255785708246) | > loss_disc_real_5: 0.20725426077842712 (0.20305162840164637) | > loss_0: 2.1232376098632812 (2.2020960117761907) | > grad_norm_0: tensor(24.1342, device='cuda:0') (tensor(32.2614, device='cuda:0')) | > loss_gen: 2.8338825702667236 (2.7865256858177676) | > loss_kl: 1.7979415655136108 (1.7383116338497553) | > loss_feat: 8.902649879455566 (8.364148604564175) | > loss_mel: 14.55317497253418 (13.456176458260948) | > loss_duration: 1.6996715068817139 (1.6951885846180794) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.78731918334961 (28.040350877321682) | > grad_norm_1: tensor(899.7826, device='cuda:0') (tensor(684.3243, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.83 (0.852328550357085) | > loader_time: 0.0096 (0.009732694197923707)  --> TIME: 2025-05-09 18:16:36 -- STEP: 362/725 -- GLOBAL_STEP: 164400 | > loss_disc: 2.1799609661102295 (2.20094695506175) | > loss_disc_real_0: 0.1679055094718933 (0.13935409187858935) | > loss_disc_real_1: 0.22014178335666656 (0.1923516765648489) | > loss_disc_real_2: 0.177499920129776 (0.18754675972033608) | > loss_disc_real_3: 0.19935066998004913 (0.20421158872256615) | > loss_disc_real_4: 0.20204578340053558 (0.19805587074868586) | > loss_disc_real_5: 0.20609775185585022 (0.20261778851240386) | > loss_0: 2.1799609661102295 (2.20094695506175) | > grad_norm_0: tensor(46.0841, device='cuda:0') (tensor(32.3450, device='cuda:0')) | > loss_gen: 2.9304094314575195 (2.7891139042311597) | > loss_kl: 2.0347671508789062 (1.7360760358815694) | > loss_feat: 8.001911163330078 (8.37919677423509) | > loss_mel: 13.362278938293457 (13.459905727133563) | > loss_duration: 1.643368124961853 (1.694516461198501) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.972732543945312 (28.058808827268486) | > grad_norm_1: tensor(1031.5726, device='cuda:0') (tensor(693.9750, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8484 (0.8522779441011544) | > loader_time: 0.0108 (0.009758196483000863)  --> TIME: 2025-05-09 18:17:20 -- STEP: 412/725 -- GLOBAL_STEP: 164450 | > loss_disc: 2.199965476989746 (2.1994062685272056) | > loss_disc_real_0: 0.17725098133087158 (0.13865014375413498) | > loss_disc_real_1: 0.18932195007801056 (0.1923943722204676) | > loss_disc_real_2: 0.1928188055753708 (0.18736404346898927) | > loss_disc_real_3: 0.23792749643325806 (0.20426212782854009) | > loss_disc_real_4: 0.21892809867858887 (0.19782896376061207) | > loss_disc_real_5: 0.19772808253765106 (0.2026849638272837) | > loss_0: 2.199965476989746 (2.1994062685272056) | > grad_norm_0: tensor(39.9622, device='cuda:0') (tensor(32.6443, device='cuda:0')) | > loss_gen: 2.9373791217803955 (2.7915931407687724) | > loss_kl: 1.6103711128234863 (1.7384616122083756) | > loss_feat: 8.135065078735352 (8.376106072398068) | > loss_mel: 12.803380012512207 (13.448666054068257) | > loss_duration: 1.6987885236740112 (1.694551381671313) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.18498420715332 (28.04937819138314) | > grad_norm_1: tensor(642.2034, device='cuda:0') (tensor(699.5216, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8404 (0.8518925060346288) | > loader_time: 0.0102 (0.009783376767797372)  --> TIME: 2025-05-09 18:18:02 -- STEP: 462/725 -- GLOBAL_STEP: 164500 | > loss_disc: 2.103647232055664 (2.197637821688796) | > loss_disc_real_0: 0.1401127129793167 (0.13783464954916008) | > loss_disc_real_1: 0.18465374410152435 (0.19240697241061694) | > loss_disc_real_2: 0.17030279338359833 (0.18714608729401713) | > loss_disc_real_3: 0.2232532948255539 (0.20438349475979284) | > loss_disc_real_4: 0.1916106641292572 (0.19777783287035955) | > loss_disc_real_5: 0.19260399043560028 (0.20269184256399872) | > loss_0: 2.103647232055664 (2.197637821688796) | > grad_norm_0: tensor(42.4355, device='cuda:0') (tensor(32.7232, device='cuda:0')) | > loss_gen: 2.8778183460235596 (2.791035330656802) | > loss_kl: 1.811964511871338 (1.7387151511716636) | > loss_feat: 8.791980743408203 (8.373713295181084) | > loss_mel: 13.452154159545898 (13.441138570958916) | > loss_duration: 1.7192039489746094 (1.694555997332453) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.653121948242188 (28.039158313305347) | > grad_norm_1: tensor(897.0220, device='cuda:0') (tensor(706.1791, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.7873 (0.8507132292825939) | > loader_time: 0.0095 (0.009786774069715884)  --> TIME: 2025-05-09 18:18:45 -- STEP: 512/725 -- GLOBAL_STEP: 164550 | > loss_disc: 2.240797758102417 (2.1993821470532566) | > loss_disc_real_0: 0.1908547431230545 (0.1382331934437388) | > loss_disc_real_1: 0.21252553164958954 (0.19237459878786467) | > loss_disc_real_2: 0.20519892871379852 (0.18732164299581205) | > loss_disc_real_3: 0.21198761463165283 (0.20452627781196492) | > loss_disc_real_4: 0.19452226161956787 (0.19772717988234945) | > loss_disc_real_5: 0.20241126418113708 (0.2025465383776464) | > loss_0: 2.240797758102417 (2.1993821470532566) | > grad_norm_0: tensor(59.2133, device='cuda:0') (tensor(32.8788, device='cuda:0')) | > loss_gen: 2.778083562850952 (2.786842194851487) | > loss_kl: 1.7100385427474976 (1.7399274564813823) | > loss_feat: 7.3684492111206055 (8.348072936758406) | > loss_mel: 12.763225555419922 (13.414364365860818) | > loss_duration: 1.6383576393127441 (1.694906054297462) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.258153915405273 (27.984112981706858) | > grad_norm_1: tensor(841.8058, device='cuda:0') (tensor(707.4235, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8435 (0.8498080833815038) | > loader_time: 0.0095 (0.009763120207935568)  --> TIME: 2025-05-09 18:19:28 -- STEP: 562/725 -- GLOBAL_STEP: 164600 | > loss_disc: 2.26170015335083 (2.1997039095362725) | > loss_disc_real_0: 0.15081188082695007 (0.1378402046037314) | > loss_disc_real_1: 0.18540523946285248 (0.1923656778350419) | > loss_disc_real_2: 0.18609246611595154 (0.1875204515255643) | > loss_disc_real_3: 0.2491018921136856 (0.20471297838191538) | > loss_disc_real_4: 0.18462172150611877 (0.19766072677017532) | > loss_disc_real_5: 0.20090752840042114 (0.20276832158985514) | > loss_0: 2.26170015335083 (2.1997039095362725) | > grad_norm_0: tensor(36.9213, device='cuda:0') (tensor(32.8670, device='cuda:0')) | > loss_gen: 2.6860735416412354 (2.787124003379794) | > loss_kl: 1.6316120624542236 (1.7428847245898538) | > loss_feat: 7.7068986892700195 (8.357134447403233) | > loss_mel: 12.324982643127441 (13.433340316989668) | > loss_duration: 1.6543736457824707 (1.6947537673325723) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.00394058227539 (28.01523723805926) | > grad_norm_1: tensor(198.3469, device='cuda:0') (tensor(710.8941, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8942 (0.8489528576250178) | > loader_time: 0.0099 (0.009745355178452892)  --> TIME: 2025-05-09 18:20:11 -- STEP: 612/725 -- GLOBAL_STEP: 164650 | > loss_disc: 2.2595183849334717 (2.200079507103153) | > loss_disc_real_0: 0.15172147750854492 (0.1379210657494909) | > loss_disc_real_1: 0.2340543121099472 (0.19245859179524033) | > loss_disc_real_2: 0.23489482700824738 (0.1874899918006525) | > loss_disc_real_3: 0.20147638022899628 (0.20462003070252385) | > loss_disc_real_4: 0.2223113775253296 (0.19783977326614402) | > loss_disc_real_5: 0.20240846276283264 (0.20267007563238834) | > loss_0: 2.2595183849334717 (2.200079507103153) | > grad_norm_0: tensor(35.0641, device='cuda:0') (tensor(33.0757, device='cuda:0')) | > loss_gen: 2.768960952758789 (2.7903058119848665) | > loss_kl: 1.8345966339111328 (1.7439906579606674) | > loss_feat: 7.887257099151611 (8.36990831256692) | > loss_mel: 12.723777770996094 (13.44942824357476) | > loss_duration: 1.634843111038208 (1.694463642204509) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.849435806274414 (28.0480966256335) | > grad_norm_1: tensor(584.9282, device='cuda:0') (tensor(706.5632, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8175 (0.8492483481083037) | > loader_time: 0.0088 (0.009741663543227447)  --> TIME: 2025-05-09 18:20:54 -- STEP: 662/725 -- GLOBAL_STEP: 164700 | > loss_disc: 2.2752225399017334 (2.2002001804527556) | > loss_disc_real_0: 0.15177327394485474 (0.13815011317051065) | > loss_disc_real_1: 0.18868282437324524 (0.1924495283750609) | > loss_disc_real_2: 0.19348153471946716 (0.18729116837423726) | > loss_disc_real_3: 0.18703100085258484 (0.20457323158885765) | > loss_disc_real_4: 0.2278212457895279 (0.19758589401435991) | > loss_disc_real_5: 0.193683460354805 (0.2025277314769538) | > loss_0: 2.2752225399017334 (2.2002001804527556) | > grad_norm_0: tensor(30.1298, device='cuda:0') (tensor(33.1168, device='cuda:0')) | > loss_gen: 2.7603840827941895 (2.7883490716582706) | > loss_kl: 1.7011735439300537 (1.7433652939032933) | > loss_feat: 8.200936317443848 (8.35726499125316) | > loss_mel: 13.51078987121582 (13.43977354228317) | > loss_duration: 1.709910273551941 (1.6949513979548774) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.88319206237793 (28.02370424645186) | > grad_norm_1: tensor(474.6145, device='cuda:0') (tensor(707.0043, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8602 (0.848824546776509) | > loader_time: 0.0096 (0.009731600291779389)  --> TIME: 2025-05-09 18:21:37 -- STEP: 712/725 -- GLOBAL_STEP: 164750 | > loss_disc: 2.058309316635132 (2.1996569323740633) | > loss_disc_real_0: 0.089686818420887 (0.13797618380716345) | > loss_disc_real_1: 0.203656405210495 (0.19242231160653442) | > loss_disc_real_2: 0.16120776534080505 (0.18735037086887285) | > loss_disc_real_3: 0.2214052677154541 (0.2044994614683509) | > loss_disc_real_4: 0.18949638307094574 (0.19741482963639026) | > loss_disc_real_5: 0.17647135257720947 (0.20268331524612532) | > loss_0: 2.058309316635132 (2.1996569323740633) | > grad_norm_0: tensor(25.0093, device='cuda:0') (tensor(33.2300, device='cuda:0')) | > loss_gen: 2.9358057975769043 (2.7891920784885955) | > loss_kl: 1.743729591369629 (1.7419846828064223) | > loss_feat: 9.136012077331543 (8.36268403891767) | > loss_mel: 14.209864616394043 (13.446656318193076) | > loss_duration: 1.6798410415649414 (1.6947744468624673) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.70525360107422 (28.0352915324522) | > grad_norm_1: tensor(637.2886, device='cuda:0') (tensor(707.4326, device='cuda:0')) | > current_lr_0: 0.00019596598397178324 | > current_lr_1: 0.00019596598397178324 | > step_time: 0.8242 (0.8485731656631724) | > loader_time: 0.0098 (0.009735172049383099)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2663516998291016 (2.2663516998291016) | > loss_disc_real_0: 0.09549079835414886 (0.09549079835414886) | > loss_disc_real_1: 0.19423602521419525 (0.19423602521419525) | > loss_disc_real_2: 0.22919152677059174 (0.22919152677059174) | > loss_disc_real_3: 0.19805066287517548 (0.19805066287517548) | > loss_disc_real_4: 0.2097679078578949 (0.2097679078578949) | > loss_disc_real_5: 0.2571803629398346 (0.2571803629398346) | > loss_0: 2.2663516998291016 (2.2663516998291016) | > loss_gen: 2.6751561164855957 (2.6751561164855957) | > loss_kl: 1.8939231634140015 (1.8939231634140015) | > loss_feat: 8.044177055358887 (8.044177055358887) | > loss_mel: 12.783982276916504 (12.783982276916504) | > loss_duration: 1.680448293685913 (1.680448293685913) | > loss_1: 27.077686309814453 (27.077686309814453)  --> STEP: 1 | > loss_disc: 2.1703460216522217 (2.1703460216522217) | > loss_disc_real_0: 0.10681469738483429 (0.10681469738483429) | > loss_disc_real_1: 0.20373527705669403 (0.20373527705669403) | > loss_disc_real_2: 0.22740939259529114 (0.22740939259529114) | > loss_disc_real_3: 0.18001346290111542 (0.18001346290111542) | > loss_disc_real_4: 0.23224736750125885 (0.23224736750125885) | > loss_disc_real_5: 0.25327858328819275 (0.25327858328819275) | > loss_0: 2.1703460216522217 (2.1703460216522217) | > loss_gen: 2.9329137802124023 (2.9329137802124023) | > loss_kl: 2.040470838546753 (2.040470838546753) | > loss_feat: 8.724396705627441 (8.724396705627441) | > loss_mel: 14.767374992370605 (14.767374992370605) | > loss_duration: 1.7800254821777344 (1.7800254821777344) | > loss_1: 30.245182037353516 (30.245182037353516)  --> STEP: 2 | > loss_disc: 2.242750883102417 (2.2065484523773193) | > loss_disc_real_0: 0.0995500385761261 (0.1031823679804802) | > loss_disc_real_1: 0.20484301447868347 (0.20428914576768875) | > loss_disc_real_2: 0.22410441935062408 (0.2257569059729576) | > loss_disc_real_3: 0.1801566481590271 (0.18008505553007126) | > loss_disc_real_4: 0.23192548751831055 (0.2320864275097847) | > loss_disc_real_5: 0.2534390389919281 (0.2533588111400604) | > loss_0: 2.242750883102417 (2.2065484523773193) | > loss_gen: 2.710566997528076 (2.8217403888702393) | > loss_kl: 1.8483119010925293 (1.9443913698196411) | > loss_feat: 7.819940567016602 (8.272168636322021) | > loss_mel: 12.99729061126709 (13.882332801818848) | > loss_duration: 1.834960699081421 (1.8074930906295776) | > loss_1: 27.211071014404297 (28.728126525878906)  --> STEP: 3 | > loss_disc: 2.273205280303955 (2.2287673950195312) | > loss_disc_real_0: 0.10229363292455673 (0.10288612296183904) | > loss_disc_real_1: 0.20093996822834015 (0.20317275325457254) | > loss_disc_real_2: 0.22590963542461395 (0.2258078157901764) | > loss_disc_real_3: 0.18075348436832428 (0.18030786514282227) | > loss_disc_real_4: 0.24569161236286163 (0.23662148912747702) | > loss_disc_real_5: 0.23894493281841278 (0.24855418503284454) | > loss_0: 2.273205280303955 (2.2287673950195312) | > loss_gen: 2.716674566268921 (2.7867184480031333) | > loss_kl: 2.027252435684204 (1.9720117251078289) | > loss_feat: 7.423611164093018 (7.9893161455790205) | > loss_mel: 12.21493148803711 (13.326532363891602) | > loss_duration: 1.7951149940490723 (1.803367058436076) | > loss_1: 26.177583694458008 (27.87794558207194)  --> STEP: 4 | > loss_disc: 2.380960464477539 (2.266815662384033) | > loss_disc_real_0: 0.08877968043088913 (0.09935951232910156) | > loss_disc_real_1: 0.2305343598127365 (0.21001315489411354) | > loss_disc_real_2: 0.24867436289787292 (0.23152445256710052) | > loss_disc_real_3: 0.17353831231594086 (0.1786154769361019) | > loss_disc_real_4: 0.2762940526008606 (0.2465396299958229) | > loss_disc_real_5: 0.3061426877975464 (0.26295131072402) | > loss_0: 2.380960464477539 (2.266815662384033) | > loss_gen: 2.7092485427856445 (2.767350971698761) | > loss_kl: 2.044408082962036 (1.9901108145713806) | > loss_feat: 7.799889087677002 (7.941959381103516) | > loss_mel: 12.677536964416504 (13.164283514022827) | > loss_duration: 1.750474214553833 (1.7901438474655151) | > loss_1: 26.981557846069336 (27.65384864807129) --> EVAL PERFORMANCE | > avg_loader_time: 0.27866750955581665 (-0.004473626613616943) | > avg_loss_disc: 2.266815662384033 (-0.2197226881980896) | > avg_loss_disc_real_0: 0.09935951232910156 (-0.017196448519825935) | > avg_loss_disc_real_1: 0.21001315489411354 (-0.027959663420915604) | > avg_loss_disc_real_2: 0.23152445256710052 (+0.04553578421473503) | > avg_loss_disc_real_3: 0.1786154769361019 (-0.10833431407809258) | > avg_loss_disc_real_4: 0.2465396299958229 (-0.0818285122513771) | > avg_loss_disc_real_5: 0.26295131072402 (+0.05507837235927582) | > avg_loss_0: 2.266815662384033 (-0.2197226881980896) | > avg_loss_gen: 2.767350971698761 (+0.21421128511428833) | > avg_loss_kl: 1.9901108145713806 (+0.11192125082015991) | > avg_loss_feat: 7.941959381103516 (+0.9585400819778442) | > avg_loss_mel: 13.164283514022827 (+0.15987706184387207) | > avg_loss_duration: 1.7901438474655151 (+0.011232495307922363) | > avg_loss_1: 27.65384864807129 (+1.4557819366455078)  > EPOCH: 164/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 18:21:54)   --> TIME: 2025-05-09 18:22:28 -- STEP: 37/725 -- GLOBAL_STEP: 164800 | > loss_disc: 2.2193310260772705 (2.2231036972355196) | > loss_disc_real_0: 0.14080342650413513 (0.14959258988902374) | > loss_disc_real_1: 0.17962680757045746 (0.1922104588231525) | > loss_disc_real_2: 0.17718422412872314 (0.19132948848041328) | > loss_disc_real_3: 0.1984257996082306 (0.20269313937908895) | > loss_disc_real_4: 0.1751588135957718 (0.19865682962778453) | > loss_disc_real_5: 0.21265341341495514 (0.20711763646151568) | > loss_0: 2.2193310260772705 (2.2231036972355196) | > grad_norm_0: tensor(45.0828, device='cuda:0') (tensor(33.1431, device='cuda:0')) | > loss_gen: 2.789302110671997 (2.8168026498846106) | > loss_kl: 1.729082703590393 (1.796333116454047) | > loss_feat: 9.193942070007324 (8.418327486192858) | > loss_mel: 13.335702896118164 (13.618004077189678) | > loss_duration: 1.7053029537200928 (1.6945707379160702) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.753334045410156 (28.344038009643555) | > grad_norm_1: tensor(665.5516, device='cuda:0') (tensor(607.5186, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8671 (0.849736787177421) | > loader_time: 0.0121 (0.010992887857797983)  --> TIME: 2025-05-09 18:23:11 -- STEP: 87/725 -- GLOBAL_STEP: 164850 | > loss_disc: 2.2733092308044434 (2.2198367639519687) | > loss_disc_real_0: 0.16234436631202698 (0.1473826470560041) | > loss_disc_real_1: 0.18102040886878967 (0.19276169970117757) | > loss_disc_real_2: 0.1947738230228424 (0.1898734250973011) | > loss_disc_real_3: 0.2214881181716919 (0.20381028042442498) | > loss_disc_real_4: 0.1957586705684662 (0.1977681377153287) | > loss_disc_real_5: 0.23592035472393036 (0.20550762562231087) | > loss_0: 2.2733092308044434 (2.2198367639519687) | > grad_norm_0: tensor(28.9397, device='cuda:0') (tensor(28.9309, device='cuda:0')) | > loss_gen: 2.590649127960205 (2.768088831298653) | > loss_kl: 1.7507339715957642 (1.777545885107983) | > loss_feat: 7.397165775299072 (8.29781980076055) | > loss_mel: 12.2870454788208 (13.389349641471073) | > loss_duration: 1.65325927734375 (1.6939319029621693) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.678852081298828 (27.92673595472314) | > grad_norm_1: tensor(682.7260, device='cuda:0') (tensor(579.3231, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8194 (0.8478633480510492) | > loader_time: 0.0118 (0.010697227784957011)  --> TIME: 2025-05-09 18:23:54 -- STEP: 137/725 -- GLOBAL_STEP: 164900 | > loss_disc: 2.0052852630615234 (2.206058589211344) | > loss_disc_real_0: 0.10482870787382126 (0.14266931243839054) | > loss_disc_real_1: 0.1591828316450119 (0.19283771721551013) | > loss_disc_real_2: 0.16167427599430084 (0.18913059730599396) | > loss_disc_real_3: 0.21009263396263123 (0.20317786235878935) | > loss_disc_real_4: 0.2264527529478073 (0.19806773949713602) | > loss_disc_real_5: 0.1985933929681778 (0.20300772655619323) | > loss_0: 2.0052852630615234 (2.206058589211344) | > grad_norm_0: tensor(36.1188, device='cuda:0') (tensor(30.1823, device='cuda:0')) | > loss_gen: 3.0476675033569336 (2.786323874536222) | > loss_kl: 1.7322925329208374 (1.7707767878135625) | > loss_feat: 10.569477081298828 (8.378387555588764) | > loss_mel: 15.201871871948242 (13.378975325257239) | > loss_duration: 1.691694974899292 (1.6948956059713434) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.243003845214844 (28.00935899776264) | > grad_norm_1: tensor(786.8417, device='cuda:0') (tensor(619.8550, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8153 (0.8472827507631622) | > loader_time: 0.009 (0.010464495986047456)  --> TIME: 2025-05-09 18:24:38 -- STEP: 187/725 -- GLOBAL_STEP: 164950 | > loss_disc: 2.149932622909546 (2.2035709982887326) | > loss_disc_real_0: 0.1644696146249771 (0.14059771306533866) | > loss_disc_real_1: 0.19833023846149445 (0.19310514246397478) | > loss_disc_real_2: 0.18884560465812683 (0.18838348602228625) | > loss_disc_real_3: 0.19516563415527344 (0.20363994643968694) | > loss_disc_real_4: 0.1953524500131607 (0.19827181778170846) | > loss_disc_real_5: 0.20878857374191284 (0.2034111266786402) | > loss_0: 2.149932622909546 (2.2035709982887326) | > grad_norm_0: tensor(53.8936, device='cuda:0') (tensor(30.6074, device='cuda:0')) | > loss_gen: 2.857396125793457 (2.786918264021848) | > loss_kl: 1.8383322954177856 (1.755656168422597) | > loss_feat: 8.793895721435547 (8.380042848740022) | > loss_mel: 13.180021286010742 (13.38558778405827) | > loss_duration: 1.7160472869873047 (1.6959517033979854) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.385690689086914 (28.004156622657163) | > grad_norm_1: tensor(653.4465, device='cuda:0') (tensor(638.7440, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8496 (0.8495498175289542) | > loader_time: 0.0101 (0.010322211260464106)  --> TIME: 2025-05-09 18:25:21 -- STEP: 237/725 -- GLOBAL_STEP: 165000 | > loss_disc: 2.0736398696899414 (2.2042688156482058) | > loss_disc_real_0: 0.14550328254699707 (0.14023699718311372) | > loss_disc_real_1: 0.22348031401634216 (0.1933053965809979) | > loss_disc_real_2: 0.18760016560554504 (0.18851528464490352) | > loss_disc_real_3: 0.21642491221427917 (0.20460675568771763) | > loss_disc_real_4: 0.17652924358844757 (0.1987520896432772) | > loss_disc_real_5: 0.22581544518470764 (0.20253871444156904) | > loss_0: 2.0736398696899414 (2.2042688156482058) | > grad_norm_0: tensor(43.2732, device='cuda:0') (tensor(30.8305, device='cuda:0')) | > loss_gen: 3.0647265911102295 (2.7869153384920917) | > loss_kl: 1.9746462106704712 (1.7514766243439686) | > loss_feat: 9.488349914550781 (8.363376633527396) | > loss_mel: 15.471389770507812 (13.401334975842182) | > loss_duration: 1.6895638704299927 (1.6955275651271837) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.688676834106445 (27.998630998506826) | > grad_norm_1: tensor(921.4321, device='cuda:0') (tensor(648.9528, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8122 (0.8504868650235204) | > loader_time: 0.0091 (0.010258619292375915) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_165000.pth  --> TIME: 2025-05-09 18:26:07 -- STEP: 287/725 -- GLOBAL_STEP: 165050 | > loss_disc: 2.1494874954223633 (2.20324992385891) | > loss_disc_real_0: 0.09129159152507782 (0.13952104431878817) | > loss_disc_real_1: 0.18909022212028503 (0.19363576381464037) | > loss_disc_real_2: 0.18112288415431976 (0.18890436814014092) | > loss_disc_real_3: 0.2122010439634323 (0.20453079247308517) | > loss_disc_real_4: 0.1961546242237091 (0.19848937263472155) | > loss_disc_real_5: 0.1663546860218048 (0.20162212620213482) | > loss_0: 2.1494874954223633 (2.20324992385891) | > grad_norm_0: tensor(17.8970, device='cuda:0') (tensor(30.9076, device='cuda:0')) | > loss_gen: 2.8943440914154053 (2.7882711953817756) | > loss_kl: 1.879649043083191 (1.7462073589451221) | > loss_feat: 8.478119850158691 (8.350720591661393) | > loss_mel: 13.62027359008789 (13.388992419226248) | > loss_duration: 1.7096930742263794 (1.6958003579947176) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.582080841064453 (27.9699917969388) | > grad_norm_1: tensor(722.1960, device='cuda:0') (tensor(648.8020, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.7975 (0.8492623837567373) | > loader_time: 0.0115 (0.010264351808235624)  --> TIME: 2025-05-09 18:26:50 -- STEP: 337/725 -- GLOBAL_STEP: 165100 | > loss_disc: 2.002568244934082 (2.2041188729622956) | > loss_disc_real_0: 0.06640341877937317 (0.1396993571444682) | > loss_disc_real_1: 0.16059525310993195 (0.19354066173117662) | > loss_disc_real_2: 0.16638915240764618 (0.1887793921221612) | > loss_disc_real_3: 0.2093118131160736 (0.20459855898374613) | > loss_disc_real_4: 0.19907133281230927 (0.19849753689341443) | > loss_disc_real_5: 0.190443217754364 (0.20235309924499226) | > loss_0: 2.002568244934082 (2.2041188729622956) | > grad_norm_0: tensor(22.0605, device='cuda:0') (tensor(30.8922, device='cuda:0')) | > loss_gen: 3.0421698093414307 (2.783348170515337) | > loss_kl: 1.7419110536575317 (1.7403511014112025) | > loss_feat: 9.793900489807129 (8.339085941144894) | > loss_mel: 15.342041015625 (13.384769417058118) | > loss_duration: 1.6691670417785645 (1.6947645352219263) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.589189529418945 (27.942319054985614) | > grad_norm_1: tensor(830.4085, device='cuda:0') (tensor(657.6686, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8861 (0.8487275141990507) | > loader_time: 0.0098 (0.010224065724041772)  --> TIME: 2025-05-09 18:27:32 -- STEP: 387/725 -- GLOBAL_STEP: 165150 | > loss_disc: 2.3798999786376953 (2.203245779956651) | > loss_disc_real_0: 0.24383831024169922 (0.13976833144400164) | > loss_disc_real_1: 0.21380363404750824 (0.19357723409661334) | > loss_disc_real_2: 0.2189602106809616 (0.18841287401295456) | > loss_disc_real_3: 0.2317226082086563 (0.20461385298606954) | > loss_disc_real_4: 0.23134402930736542 (0.19835397377802724) | > loss_disc_real_5: 0.19339576363563538 (0.20251649171499017) | > loss_0: 2.3798999786376953 (2.203245779956651) | > grad_norm_0: tensor(62.2797, device='cuda:0') (tensor(31.2935, device='cuda:0')) | > loss_gen: 2.5801563262939453 (2.785032280963828) | > loss_kl: 1.7268316745758057 (1.7436014761912422) | > loss_feat: 6.514566898345947 (8.346266866038311) | > loss_mel: 11.015292167663574 (13.385763604511592) | > loss_duration: 1.7594079971313477 (1.6945466329885084) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.596256256103516 (27.955210781836694) | > grad_norm_1: tensor(779.2452, device='cuda:0') (tensor(669.3481, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8586 (0.8481504085452061) | > loader_time: 0.0095 (0.010200134543485421)  --> TIME: 2025-05-09 18:28:16 -- STEP: 437/725 -- GLOBAL_STEP: 165200 | > loss_disc: 2.2764923572540283 (2.2061541661517863) | > loss_disc_real_0: 0.18207041919231415 (0.14054529246974307) | > loss_disc_real_1: 0.2034078687429428 (0.19372760857406415) | > loss_disc_real_2: 0.19491694867610931 (0.18861376615219866) | > loss_disc_real_3: 0.2325599044561386 (0.20463099806341475) | > loss_disc_real_4: 0.22245973348617554 (0.19837232315976774) | > loss_disc_real_5: 0.2669229805469513 (0.20256466178108415) | > loss_0: 2.2764923572540283 (2.2061541661517863) | > grad_norm_0: tensor(46.7314, device='cuda:0') (tensor(31.5610, device='cuda:0')) | > loss_gen: 2.7460360527038574 (2.7840071733810805) | > loss_kl: 1.720199704170227 (1.7366827246253496) | > loss_feat: 7.580008029937744 (8.338175775802917) | > loss_mel: 13.12817668914795 (13.378286117274378) | > loss_duration: 1.6730849742889404 (1.6941785280437165) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.847505569458008 (27.931330272753126) | > grad_norm_1: tensor(708.7448, device='cuda:0') (tensor(663.6436, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8812 (0.8489047504398863) | > loader_time: 0.0095 (0.010164016989875985)  --> TIME: 2025-05-09 18:28:59 -- STEP: 487/725 -- GLOBAL_STEP: 165250 | > loss_disc: 2.0853271484375 (2.205226181713709) | > loss_disc_real_0: 0.13296331465244293 (0.1397907606706603) | > loss_disc_real_1: 0.1750217080116272 (0.19372257394467535) | > loss_disc_real_2: 0.1811518520116806 (0.18858547423042563) | > loss_disc_real_3: 0.17547491192817688 (0.20440213168059035) | > loss_disc_real_4: 0.16959984600543976 (0.19833516682932262) | > loss_disc_real_5: 0.18530890345573425 (0.20289172844108375) | > loss_0: 2.0853271484375 (2.205226181713709) | > grad_norm_0: tensor(30.9826, device='cuda:0') (tensor(31.4844, device='cuda:0')) | > loss_gen: 2.9225499629974365 (2.783407274947274) | > loss_kl: 1.7071235179901123 (1.7337008868889152) | > loss_feat: 9.239958763122559 (8.334228078932238) | > loss_mel: 14.847309112548828 (13.39018407935235) | > loss_duration: 1.6924775838851929 (1.694946152473622) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.409420013427734 (27.936466440283052) | > grad_norm_1: tensor(785.2224, device='cuda:0') (tensor(666.8398, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8073 (0.8485442373052517) | > loader_time: 0.0093 (0.010125963594879214)  --> TIME: 2025-05-09 18:29:42 -- STEP: 537/725 -- GLOBAL_STEP: 165300 | > loss_disc: 2.0945308208465576 (2.2034217458863514) | > loss_disc_real_0: 0.13793540000915527 (0.13979952522246514) | > loss_disc_real_1: 0.19074644148349762 (0.19350798086747112) | > loss_disc_real_2: 0.21469366550445557 (0.18835034750027368) | > loss_disc_real_3: 0.18188878893852234 (0.20405442360615147) | > loss_disc_real_4: 0.18705473840236664 (0.1982678831234102) | > loss_disc_real_5: 0.2529977560043335 (0.20289410711777725) | > loss_0: 2.0945308208465576 (2.2034217458863514) | > grad_norm_0: tensor(37.8812, device='cuda:0') (tensor(31.7233, device='cuda:0')) | > loss_gen: 3.0529239177703857 (2.7841358624357078) | > loss_kl: 1.509022831916809 (1.7327862880305427) | > loss_feat: 9.256327629089355 (8.33491715372607) | > loss_mel: 14.158798217773438 (13.40672721010347) | > loss_duration: 1.7229950428009033 (1.6957976078853927) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.7000675201416 (27.954364083998698) | > grad_norm_1: tensor(885.9821, device='cuda:0') (tensor(672.4911, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8518 (0.8483730028461479) | > loader_time: 0.0095 (0.010124670060653262)  --> TIME: 2025-05-09 18:30:25 -- STEP: 587/725 -- GLOBAL_STEP: 165350 | > loss_disc: 2.1870357990264893 (2.203469618012594) | > loss_disc_real_0: 0.13664588332176208 (0.13956450375853635) | > loss_disc_real_1: 0.21340146660804749 (0.19349144924641465) | > loss_disc_real_2: 0.19774986803531647 (0.18831584548016014) | > loss_disc_real_3: 0.20071369409561157 (0.20422759372899643) | > loss_disc_real_4: 0.18957142531871796 (0.1981361062857727) | > loss_disc_real_5: 0.19367483258247375 (0.20281265797870937) | > loss_0: 2.1870357990264893 (2.203469618012594) | > grad_norm_0: tensor(48.8040, device='cuda:0') (tensor(31.8220, device='cuda:0')) | > loss_gen: 2.7531275749206543 (2.783257294351036) | > loss_kl: 1.6262482404708862 (1.736104269450121) | > loss_feat: 8.324432373046875 (8.329175834558272) | > loss_mel: 13.26724624633789 (13.40715552594837) | > loss_duration: 1.679702639579773 (1.6954550509558421) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.6507568359375 (27.951147930788622) | > grad_norm_1: tensor(912.4003, device='cuda:0') (tensor(675.5760, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8406 (0.8483696690613004) | > loader_time: 0.0095 (0.010122637123224889)  --> TIME: 2025-05-09 18:31:08 -- STEP: 637/725 -- GLOBAL_STEP: 165400 | > loss_disc: 2.2703723907470703 (2.202588958118925) | > loss_disc_real_0: 0.16253609955310822 (0.13937864557282872) | > loss_disc_real_1: 0.1845638006925583 (0.19331364247076546) | > loss_disc_real_2: 0.17313431203365326 (0.18823182320856774) | > loss_disc_real_3: 0.22398360073566437 (0.2040353679394984) | > loss_disc_real_4: 0.20003272593021393 (0.19805175699936922) | > loss_disc_real_5: 0.23357830941677094 (0.20277037379131596) | > loss_0: 2.2703723907470703 (2.202588958118925) | > grad_norm_0: tensor(46.0941, device='cuda:0') (tensor(31.6258, device='cuda:0')) | > loss_gen: 2.9124064445495605 (2.7827403496722796) | > loss_kl: 1.8109458684921265 (1.73686556295847) | > loss_feat: 8.887925148010254 (8.324613404236553) | > loss_mel: 15.685264587402344 (13.400248894324676) | > loss_duration: 1.6834297180175781 (1.6952726171005466) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.97997283935547 (27.93974078131994) | > grad_norm_1: tensor(336.6433, device='cuda:0') (tensor(676.5953, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.8321 (0.8481105788723455) | > loader_time: 0.0099 (0.010112356727875568)  --> TIME: 2025-05-09 18:31:51 -- STEP: 687/725 -- GLOBAL_STEP: 165450 | > loss_disc: 2.1308939456939697 (2.2042853709044596) | > loss_disc_real_0: 0.1189764142036438 (0.14023532322031768) | > loss_disc_real_1: 0.1833779215812683 (0.19352347552342528) | > loss_disc_real_2: 0.20986907184123993 (0.1884529369800543) | > loss_disc_real_3: 0.17698441445827484 (0.20406964475497755) | > loss_disc_real_4: 0.1830057054758072 (0.1980952408159318) | > loss_disc_real_5: 0.17123715579509735 (0.20249448924866315) | > loss_0: 2.1308939456939697 (2.2042853709044596) | > grad_norm_0: tensor(20.1689, device='cuda:0') (tensor(31.8734, device='cuda:0')) | > loss_gen: 2.821878671646118 (2.7837079664505215) | > loss_kl: 1.670150637626648 (1.7367688184915842) | > loss_feat: 9.062637329101562 (8.316733208979752) | > loss_mel: 13.61219310760498 (13.39223519648701) | > loss_duration: 1.7117053270339966 (1.6952602549237803) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.87856674194336 (27.92470540819903) | > grad_norm_1: tensor(677.8475, device='cuda:0') (tensor(671.7809, device='cuda:0')) | > current_lr_0: 0.00019594148822378677 | > current_lr_1: 0.00019594148822378677 | > step_time: 0.867 (0.8472268806968368) | > loader_time: 0.0099 (0.010102424038549699)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2644011974334717 (2.2644011974334717) | > loss_disc_real_0: 0.16124942898750305 (0.16124942898750305) | > loss_disc_real_1: 0.18610726296901703 (0.18610726296901703) | > loss_disc_real_2: 0.25093066692352295 (0.25093066692352295) | > loss_disc_real_3: 0.25219956040382385 (0.25219956040382385) | > loss_disc_real_4: 0.24482817947864532 (0.24482817947864532) | > loss_disc_real_5: 0.2146647870540619 (0.2146647870540619) | > loss_0: 2.2644011974334717 (2.2644011974334717) | > loss_gen: 2.8890063762664795 (2.8890063762664795) | > loss_kl: 1.984501838684082 (1.984501838684082) | > loss_feat: 8.876879692077637 (8.876879692077637) | > loss_mel: 14.507706642150879 (14.507706642150879) | > loss_duration: 1.6681201457977295 (1.6681201457977295) | > loss_1: 29.926212310791016 (29.926212310791016)  --> STEP: 1 | > loss_disc: 2.194453001022339 (2.194453001022339) | > loss_disc_real_0: 0.1748548001050949 (0.1748548001050949) | > loss_disc_real_1: 0.1891399621963501 (0.1891399621963501) | > loss_disc_real_2: 0.25533527135849 (0.25533527135849) | > loss_disc_real_3: 0.23040810227394104 (0.23040810227394104) | > loss_disc_real_4: 0.18474873900413513 (0.18474873900413513) | > loss_disc_real_5: 0.18436503410339355 (0.18436503410339355) | > loss_0: 2.194453001022339 (2.194453001022339) | > loss_gen: 2.9636900424957275 (2.9636900424957275) | > loss_kl: 1.955125093460083 (1.955125093460083) | > loss_feat: 9.4851655960083 (9.4851655960083) | > loss_mel: 14.529338836669922 (14.529338836669922) | > loss_duration: 1.7684820890426636 (1.7684820890426636) | > loss_1: 30.701801300048828 (30.701801300048828)  --> STEP: 2 | > loss_disc: 2.299683094024658 (2.2470680475234985) | > loss_disc_real_0: 0.17129185795783997 (0.17307332903146744) | > loss_disc_real_1: 0.196639746427536 (0.19288985431194305) | > loss_disc_real_2: 0.227699413895607 (0.2415173426270485) | > loss_disc_real_3: 0.22367656230926514 (0.2270423322916031) | > loss_disc_real_4: 0.18370522558689117 (0.18422698229551315) | > loss_disc_real_5: 0.21814294159412384 (0.2012539878487587) | > loss_0: 2.299683094024658 (2.2470680475234985) | > loss_gen: 2.654095411300659 (2.8088927268981934) | > loss_kl: 1.914367437362671 (1.934746265411377) | > loss_feat: 7.094259262084961 (8.28971242904663) | > loss_mel: 12.601034164428711 (13.565186500549316) | > loss_duration: 1.8299520015716553 (1.7992170453071594) | > loss_1: 26.093708038330078 (28.397754669189453)  --> STEP: 3 | > loss_disc: 2.2458136081695557 (2.246649901072184) | > loss_disc_real_0: 0.16722515225410461 (0.1711239367723465) | > loss_disc_real_1: 0.19798262417316437 (0.1945874442656835) | > loss_disc_real_2: 0.2316092997789383 (0.23821466167767844) | > loss_disc_real_3: 0.23533591628074646 (0.22980686028798422) | > loss_disc_real_4: 0.21523119509220123 (0.19456171989440918) | > loss_disc_real_5: 0.20195063948631287 (0.20148620506127676) | > loss_0: 2.2458136081695557 (2.246649901072184) | > loss_gen: 2.8345892429351807 (2.817458232243856) | > loss_kl: 1.9969091415405273 (1.9554672241210938) | > loss_feat: 8.245028495788574 (8.27481778462728) | > loss_mel: 14.173128128051758 (13.767833709716797) | > loss_duration: 1.7962918281555176 (1.7982419729232788) | > loss_1: 29.04594612121582 (28.613818486531574)  --> STEP: 4 | > loss_disc: 2.389396905899048 (2.2823366522789) | > loss_disc_real_0: 0.19511303305625916 (0.17712121084332466) | > loss_disc_real_1: 0.20725585520267487 (0.19775454699993134) | > loss_disc_real_2: 0.22631950676441193 (0.2352408729493618) | > loss_disc_real_3: 0.23038633167743683 (0.22995172813534737) | > loss_disc_real_4: 0.2162902057170868 (0.19999384135007858) | > loss_disc_real_5: 0.22018878161907196 (0.20616184920072556) | > loss_0: 2.389396905899048 (2.2823366522789) | > loss_gen: 2.5291666984558105 (2.7453853487968445) | > loss_kl: 1.682641863822937 (1.8872608840465546) | > loss_feat: 6.765861988067627 (7.897578835487366) | > loss_mel: 12.132267951965332 (13.35894227027893) | > loss_duration: 1.7320799827575684 (1.7817014753818512) | > loss_1: 24.84202003479004 (27.67086887359619) --> EVAL PERFORMANCE | > avg_loader_time: 0.28794294595718384 (+0.009275436401367188) | > avg_loss_disc: 2.2823366522789 (+0.015520989894866943) | > avg_loss_disc_real_0: 0.17712121084332466 (+0.0777616985142231) | > avg_loss_disc_real_1: 0.19775454699993134 (-0.012258607894182205) | > avg_loss_disc_real_2: 0.2352408729493618 (+0.0037164203822612762) | > avg_loss_disc_real_3: 0.22995172813534737 (+0.05133625119924545) | > avg_loss_disc_real_4: 0.19999384135007858 (-0.046545788645744324) | > avg_loss_disc_real_5: 0.20616184920072556 (-0.05678946152329445) | > avg_loss_0: 2.2823366522789 (+0.015520989894866943) | > avg_loss_gen: 2.7453853487968445 (-0.021965622901916504) | > avg_loss_kl: 1.8872608840465546 (-0.10284993052482605) | > avg_loss_feat: 7.897578835487366 (-0.0443805456161499) | > avg_loss_mel: 13.35894227027893 (+0.19465875625610352) | > avg_loss_duration: 1.7817014753818512 (-0.00844237208366394) | > avg_loss_1: 27.67086887359619 (+0.017020225524902344)  > EPOCH: 165/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 18:32:30)   --> TIME: 2025-05-09 18:32:42 -- STEP: 12/725 -- GLOBAL_STEP: 165500 | > loss_disc: 2.137213945388794 (2.1687079866727195) | > loss_disc_real_0: 0.1823584884405136 (0.13026496147116026) | > loss_disc_real_1: 0.19443419575691223 (0.1905775467554728) | > loss_disc_real_2: 0.19058823585510254 (0.1873068610827128) | > loss_disc_real_3: 0.22168050706386566 (0.20607392862439156) | > loss_disc_real_4: 0.18036925792694092 (0.19323701659838358) | > loss_disc_real_5: 0.17807552218437195 (0.2010587528347969) | > loss_0: 2.137213945388794 (2.1687079866727195) | > grad_norm_0: tensor(61.5905, device='cuda:0') (tensor(39.0163, device='cuda:0')) | > loss_gen: 2.9750940799713135 (2.801172653834025) | > loss_kl: 1.846535563468933 (1.7301930487155914) | > loss_feat: 8.930736541748047 (8.545927484830221) | > loss_mel: 13.412663459777832 (13.651666243871054) | > loss_duration: 1.7071120738983154 (1.6983709235986073) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.872140884399414 (28.427330176035564) | > grad_norm_1: tensor(775.7903, device='cuda:0') (tensor(766.5524, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8583 (0.8358018596967062) | > loader_time: 0.0088 (0.010550955931345621)  --> TIME: 2025-05-09 18:33:26 -- STEP: 62/725 -- GLOBAL_STEP: 165550 | > loss_disc: 2.1595029830932617 (2.1926668920824595) | > loss_disc_real_0: 0.18128828704357147 (0.13952534141079073) | > loss_disc_real_1: 0.20315034687519073 (0.1926989105920638) | > loss_disc_real_2: 0.23007000982761383 (0.1881622107278916) | > loss_disc_real_3: 0.2120240330696106 (0.20423278957605362) | > loss_disc_real_4: 0.20990656316280365 (0.1968629622171002) | > loss_disc_real_5: 0.18748418986797333 (0.20105846490590804) | > loss_0: 2.1595029830932617 (2.1926668920824595) | > grad_norm_0: tensor(40.3382, device='cuda:0') (tensor(35.8678, device='cuda:0')) | > loss_gen: 2.962881565093994 (2.8031412016960884) | > loss_kl: 1.632759690284729 (1.730108255340207) | > loss_feat: 8.881568908691406 (8.418202784753612) | > loss_mel: 13.519705772399902 (13.459082341963246) | > loss_duration: 1.7302265167236328 (1.6919730978627359) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.727142333984375 (28.102507560483872) | > grad_norm_1: tensor(766.4139, device='cuda:0') (tensor(741.9572, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8234 (0.8518058599964264) | > loader_time: 0.0093 (0.010989104547808248)  --> TIME: 2025-05-09 18:34:09 -- STEP: 112/725 -- GLOBAL_STEP: 165600 | > loss_disc: 1.9975342750549316 (2.1943776309490204) | > loss_disc_real_0: 0.14637921750545502 (0.1398314870893956) | > loss_disc_real_1: 0.20345625281333923 (0.19475546585662026) | > loss_disc_real_2: 0.18398739397525787 (0.1881450937528696) | > loss_disc_real_3: 0.16239416599273682 (0.20380445157310792) | > loss_disc_real_4: 0.21659059822559357 (0.19689332747033664) | > loss_disc_real_5: 0.2034512758255005 (0.19877300438072001) | > loss_0: 1.9975342750549316 (2.1943776309490204) | > grad_norm_0: tensor(27.5685, device='cuda:0') (tensor(35.4518, device='cuda:0')) | > loss_gen: 3.12463116645813 (2.815050548740796) | > loss_kl: 1.6163579225540161 (1.7136579432657786) | > loss_feat: 9.6906099319458 (8.467973777226035) | > loss_mel: 14.569677352905273 (13.545476956026894) | > loss_duration: 1.6823294162750244 (1.6962937329496657) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.683605194091797 (28.238452826227462) | > grad_norm_1: tensor(768.9100, device='cuda:0') (tensor(713.8004, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8353 (0.8527286308152334) | > loader_time: 0.0097 (0.01044286361762455)  --> TIME: 2025-05-09 18:34:52 -- STEP: 162/725 -- GLOBAL_STEP: 165650 | > loss_disc: 2.096064805984497 (2.1985607949303994) | > loss_disc_real_0: 0.10865461826324463 (0.13814518453530325) | > loss_disc_real_1: 0.16719454526901245 (0.19436454846535198) | > loss_disc_real_2: 0.19215212762355804 (0.18901908747207977) | > loss_disc_real_3: 0.20089994370937347 (0.2045699236569581) | > loss_disc_real_4: 0.191700279712677 (0.19739213484672857) | > loss_disc_real_5: 0.21837693452835083 (0.20005107928573354) | > loss_0: 2.096064805984497 (2.1985607949303994) | > grad_norm_0: tensor(36.1052, device='cuda:0') (tensor(33.3323, device='cuda:0')) | > loss_gen: 2.9220826625823975 (2.796105991175145) | > loss_kl: 1.7331247329711914 (1.7186175047615428) | > loss_feat: 9.286067008972168 (8.391479545169402) | > loss_mel: 15.064305305480957 (13.447341730565201) | > loss_duration: 1.646101713180542 (1.6966397924187742) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.65167999267578 (28.050184379389258) | > grad_norm_1: tensor(964.4504, device='cuda:0') (tensor(721.3581, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8418 (0.8502522942460613) | > loader_time: 0.0095 (0.01015867568828441)  --> TIME: 2025-05-09 18:35:35 -- STEP: 212/725 -- GLOBAL_STEP: 165700 | > loss_disc: 2.3535048961639404 (2.200680453259988) | > loss_disc_real_0: 0.09604678303003311 (0.139368637939388) | > loss_disc_real_1: 0.21228376030921936 (0.19409677885332197) | > loss_disc_real_2: 0.20281340181827545 (0.18923917848546556) | > loss_disc_real_3: 0.19341623783111572 (0.20432719173577596) | > loss_disc_real_4: 0.23153507709503174 (0.1978795726625425) | > loss_disc_real_5: 0.20611883699893951 (0.2000866197752503) | > loss_0: 2.3535048961639404 (2.200680453259988) | > grad_norm_0: tensor(27.8937, device='cuda:0') (tensor(33.3160, device='cuda:0')) | > loss_gen: 2.6081840991973877 (2.7956062948928677) | > loss_kl: 1.6986314058303833 (1.72288822734131) | > loss_feat: 8.641799926757812 (8.367034777155459) | > loss_mel: 13.640286445617676 (13.406893158858677) | > loss_duration: 1.6917026042938232 (1.6972327153637725) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.280603408813477 (27.98965503584664) | > grad_norm_1: tensor(655.8637, device='cuda:0') (tensor(709.6204, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8334 (0.8508664808183346) | > loader_time: 0.0095 (0.010109496566484551)  --> TIME: 2025-05-09 18:36:18 -- STEP: 262/725 -- GLOBAL_STEP: 165750 | > loss_disc: 2.2903454303741455 (2.1965935694352354) | > loss_disc_real_0: 0.11605145037174225 (0.13814778739714445) | > loss_disc_real_1: 0.21807527542114258 (0.19347522060834724) | > loss_disc_real_2: 0.2053905576467514 (0.1885973452839233) | > loss_disc_real_3: 0.1941133588552475 (0.2039665902843912) | > loss_disc_real_4: 0.20208033919334412 (0.19764921945014982) | > loss_disc_real_5: 0.23298826813697815 (0.20074410730873357) | > loss_0: 2.2903454303741455 (2.1965935694352354) | > grad_norm_0: tensor(25.7212, device='cuda:0') (tensor(32.7137, device='cuda:0')) | > loss_gen: 2.7235381603240967 (2.798489389528754) | > loss_kl: 1.796059250831604 (1.7209529148713323) | > loss_feat: 7.473321437835693 (8.379305009623518) | > loss_mel: 12.193325996398926 (13.450212431317977) | > loss_duration: 1.6943461894989014 (1.6977241671722354) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.880590438842773 (28.046683777379627) | > grad_norm_1: tensor(827.9462, device='cuda:0') (tensor(710.7498, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.892 (0.8498601431155023) | > loader_time: 0.0097 (0.010065790351110554)  --> TIME: 2025-05-09 18:37:01 -- STEP: 312/725 -- GLOBAL_STEP: 165800 | > loss_disc: 2.399052619934082 (2.1980548932766295) | > loss_disc_real_0: 0.13111409544944763 (0.13835601171908476) | > loss_disc_real_1: 0.2200072854757309 (0.1939300724711175) | > loss_disc_real_2: 0.19130057096481323 (0.18869024992753303) | > loss_disc_real_3: 0.22842557728290558 (0.20379906142942417) | > loss_disc_real_4: 0.2032873034477234 (0.19769670327122396) | > loss_disc_real_5: 0.19293515384197235 (0.20003899826835367) | > loss_0: 2.399052619934082 (2.1980548932766295) | > grad_norm_0: tensor(17.7403, device='cuda:0') (tensor(33.0543, device='cuda:0')) | > loss_gen: 2.6357035636901855 (2.79795579574047) | > loss_kl: 1.8066127300262451 (1.719160201839912) | > loss_feat: 7.252223491668701 (8.356161615787405) | > loss_mel: 11.677301406860352 (13.3980140044139) | > loss_duration: 1.7046928405761719 (1.6970587162635264) | > amp_scaler: 256.0 (129.23076923076923) | > loss_1: 25.076534271240234 (27.968350251515705) | > grad_norm_1: tensor(591.2845, device='cuda:0') (tensor(713.8931, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8446 (0.849211956445987) | > loader_time: 0.0099 (0.010034920313419434)  --> TIME: 2025-05-09 18:37:45 -- STEP: 362/725 -- GLOBAL_STEP: 165850 | > loss_disc: 2.008753538131714 (2.2008623289798503) | > loss_disc_real_0: 0.09245643019676208 (0.13874210666309408) | > loss_disc_real_1: 0.20143772661685944 (0.1941839664021909) | > loss_disc_real_2: 0.17393150925636292 (0.18859048764020703) | > loss_disc_real_3: 0.2198629528284073 (0.204112537946161) | > loss_disc_real_4: 0.1633482426404953 (0.1976179690897794) | > loss_disc_real_5: 0.1697918027639389 (0.20073946734159692) | > loss_0: 2.008753538131714 (2.2008623289798503) | > grad_norm_0: tensor(30.5249, device='cuda:0') (tensor(32.5563, device='cuda:0')) | > loss_gen: 3.1912341117858887 (2.7919984068001176) | > loss_kl: 1.8201781511306763 (1.7227720137459142) | > loss_feat: 10.553526878356934 (8.322395960928985) | > loss_mel: 15.813116073608398 (13.369076684034994) | > loss_duration: 1.6422300338745117 (1.6962105542915302) | > amp_scaler: 256.0 (146.7403314917128) | > loss_1: 33.020286560058594 (27.902453559538277) | > grad_norm_1: tensor(921.7065, device='cuda:0') (tensor(711.1096, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8401 (0.8496978388306842) | > loader_time: 0.0097 (0.010029604421794737)  --> TIME: 2025-05-09 18:38:28 -- STEP: 412/725 -- GLOBAL_STEP: 165900 | > loss_disc: 2.3412322998046875 (2.201166933312) | > loss_disc_real_0: 0.1271827667951584 (0.13825453969749435) | > loss_disc_real_1: 0.1854662001132965 (0.19435371563417247) | > loss_disc_real_2: 0.21671386063098907 (0.18862697731667355) | > loss_disc_real_3: 0.2129421979188919 (0.20417870657102574) | > loss_disc_real_4: 0.24795988202095032 (0.1976634257843772) | > loss_disc_real_5: 0.18457765877246857 (0.2013624392956206) | > loss_0: 2.3412322998046875 (2.201166933312) | > grad_norm_0: tensor(15.8680, device='cuda:0') (tensor(32.1290, device='cuda:0')) | > loss_gen: 2.6288819313049316 (2.78990424778855) | > loss_kl: 1.7736890316009521 (1.7181074089795643) | > loss_feat: 7.858027935028076 (8.30374767132175) | > loss_mel: 13.232219696044922 (13.348004815647906) | > loss_duration: 1.6937172412872314 (1.696662939867927) | > amp_scaler: 256.0 (160.00000000000017) | > loss_1: 27.18653678894043 (27.856427072321328) | > grad_norm_1: tensor(520.2122, device='cuda:0') (tensor(712.1738, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8562 (0.8499200332511974) | > loader_time: 0.0095 (0.010053320995812272)  --> TIME: 2025-05-09 18:39:11 -- STEP: 462/725 -- GLOBAL_STEP: 165950 | > loss_disc: 2.089489698410034 (2.2039005727995007) | > loss_disc_real_0: 0.17260466516017914 (0.1386650757968942) | > loss_disc_real_1: 0.1660681813955307 (0.1943778474996617) | > loss_disc_real_2: 0.22478923201560974 (0.18890933521511238) | > loss_disc_real_3: 0.20718619227409363 (0.20413817339516305) | > loss_disc_real_4: 0.19556723535060883 (0.19794535365971652) | > loss_disc_real_5: 0.20483478903770447 (0.20158573310999645) | > loss_0: 2.089489698410034 (2.2039005727995007) | > grad_norm_0: tensor(44.2362, device='cuda:0') (tensor(32.0462, device='cuda:0')) | > loss_gen: 3.111513137817383 (2.786895500633108) | > loss_kl: 1.680305004119873 (1.7179624843390993) | > loss_feat: 10.08658504486084 (8.29391791913415) | > loss_mel: 15.4279146194458 (13.326533251510556) | > loss_duration: 1.7326796054840088 (1.6964153265540218) | > amp_scaler: 256.0 (170.38961038961054) | > loss_1: 32.038997650146484 (27.821724462302733) | > grad_norm_1: tensor(881.4850, device='cuda:0') (tensor(706.6756, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.7977 (0.8491113165240265) | > loader_time: 0.0131 (0.010055033675519931)  --> TIME: 2025-05-09 18:39:54 -- STEP: 512/725 -- GLOBAL_STEP: 166000 | > loss_disc: 2.197690963745117 (2.2012043835129584) | > loss_disc_real_0: 0.1851164996623993 (0.13834182130813133) | > loss_disc_real_1: 0.19559939205646515 (0.1941252962860745) | > loss_disc_real_2: 0.17548798024654388 (0.18882047207443978) | > loss_disc_real_3: 0.18519118428230286 (0.2040857702959329) | > loss_disc_real_4: 0.15879979729652405 (0.19795433126273565) | > loss_disc_real_5: 0.1587093621492386 (0.20103460401878692) | > loss_0: 2.197690963745117 (2.2012043835129584) | > grad_norm_0: tensor(26.7725, device='cuda:0') (tensor(32.4104, device='cuda:0')) | > loss_gen: 2.733819007873535 (2.7902903426438574) | > loss_kl: 1.7119160890579224 (1.7164425824303182) | > loss_feat: 7.533594608306885 (8.303675901144727) | > loss_mel: 12.85177993774414 (13.33906962350011) | > loss_duration: 1.6571333408355713 (1.6970358551479876) | > amp_scaler: 256.0 (178.75000000000014) | > loss_1: 26.48824119567871 (27.84651428461075) | > grad_norm_1: tensor(403.3180, device='cuda:0') (tensor(707.0249, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8469 (0.8491044403053818) | > loader_time: 0.0099 (0.010071195196360346) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_166000.pth  --> TIME: 2025-05-09 18:40:40 -- STEP: 562/725 -- GLOBAL_STEP: 166050 | > loss_disc: 2.3048386573791504 (2.2028825790008186) | > loss_disc_real_0: 0.16619248688220978 (0.13924411421780913) | > loss_disc_real_1: 0.18853653967380524 (0.1939593807817354) | > loss_disc_real_2: 0.19492919743061066 (0.18862966326101815) | > loss_disc_real_3: 0.2228918969631195 (0.20419461428588825) | > loss_disc_real_4: 0.2110726684331894 (0.19804866627866266) | > loss_disc_real_5: 0.22907185554504395 (0.20125921258828816) | > loss_0: 2.3048386573791504 (2.2028825790008186) | > grad_norm_0: tensor(24.4596, device='cuda:0') (tensor(32.3092, device='cuda:0')) | > loss_gen: 2.645580291748047 (2.7900648897652958) | > loss_kl: 1.717908501625061 (1.720252759728143) | > loss_feat: 7.79860258102417 (8.305332348440032) | > loss_mel: 12.11551284790039 (13.355771236148176) | > loss_duration: 1.6625847816467285 (1.6970766072171435) | > amp_scaler: 256.0 (185.62277580071185) | > loss_1: 25.940187454223633 (27.86849780099672) | > grad_norm_1: tensor(530.0626, device='cuda:0') (tensor(698.1649, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8911 (0.8489007818317071) | > loader_time: 0.0094 (0.010033219734544853)  --> TIME: 2025-05-09 18:41:23 -- STEP: 612/725 -- GLOBAL_STEP: 166100 | > loss_disc: 2.283276319503784 (2.2015509449578565) | > loss_disc_real_0: 0.12229509651660919 (0.13846307190658613) | > loss_disc_real_1: 0.2089395970106125 (0.19385702596380816) | > loss_disc_real_2: 0.200102761387825 (0.18846868302405273) | > loss_disc_real_3: 0.21851609647274017 (0.2042719117225775) | > loss_disc_real_4: 0.21108189225196838 (0.19803517628339384) | > loss_disc_real_5: 0.20064350962638855 (0.20129836292243464) | > loss_0: 2.283276319503784 (2.2015509449578565) | > grad_norm_0: tensor(15.3850, device='cuda:0') (tensor(32.1697, device='cuda:0')) | > loss_gen: 2.660184144973755 (2.790403853444493) | > loss_kl: 1.9465004205703735 (1.7192537714453304) | > loss_feat: 7.325719833374023 (8.31391192495433) | > loss_mel: 11.940752029418945 (13.35297103177489) | > loss_duration: 1.6278690099716187 (1.6965189200211195) | > amp_scaler: 256.0 (191.37254901960793) | > loss_1: 25.501026153564453 (27.87305947534399) | > grad_norm_1: tensor(693.7302, device='cuda:0') (tensor(696.7609, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8134 (0.8492366227449152) | > loader_time: 0.0087 (0.010022636332543066)  --> TIME: 2025-05-09 18:42:06 -- STEP: 662/725 -- GLOBAL_STEP: 166150 | > loss_disc: 2.0866429805755615 (2.2005631333031315) | > loss_disc_real_0: 0.09711150079965591 (0.13796208863036868) | > loss_disc_real_1: 0.19509129226207733 (0.1937472974020548) | > loss_disc_real_2: 0.17317107319831848 (0.18847331091806604) | > loss_disc_real_3: 0.19211708009243011 (0.20435140110844932) | > loss_disc_real_4: 0.19350171089172363 (0.19805383148780392) | > loss_disc_real_5: 0.20721912384033203 (0.20117921364181335) | > loss_0: 2.0866429805755615 (2.2005631333031315) | > grad_norm_0: tensor(20.7298, device='cuda:0') (tensor(32.1107, device='cuda:0')) | > loss_gen: 2.8892874717712402 (2.7918310367088686) | > loss_kl: 1.6365547180175781 (1.720663030342033) | > loss_feat: 8.886027336120605 (8.312375781039092) | > loss_mel: 13.524833679199219 (13.341660575924328) | > loss_duration: 1.7269659042358398 (1.6969817664327937) | > amp_scaler: 256.0 (196.25377643504538) | > loss_1: 28.66366958618164 (27.863512177481752) | > grad_norm_1: tensor(861.3654, device='cuda:0') (tensor(695.1870, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8574 (0.8488130832366709) | > loader_time: 0.0133 (0.01001053490307396)  --> TIME: 2025-05-09 18:42:50 -- STEP: 712/725 -- GLOBAL_STEP: 166200 | > loss_disc: 2.3522536754608154 (2.2014660718065984) | > loss_disc_real_0: 0.10193943977355957 (0.13847538472017204) | > loss_disc_real_1: 0.17734764516353607 (0.1937389879832776) | > loss_disc_real_2: 0.1883041113615036 (0.1885633727096105) | > loss_disc_real_3: 0.20735476911067963 (0.2044598963530211) | > loss_disc_real_4: 0.18471285700798035 (0.1980294758726036) | > loss_disc_real_5: 0.18921798467636108 (0.20101672961387057) | > loss_0: 2.3522536754608154 (2.2014660718065984) | > grad_norm_0: tensor(40.9780, device='cuda:0') (tensor(32.3862, device='cuda:0')) | > loss_gen: 2.447199583053589 (2.7904334279258634) | > loss_kl: 1.8354629278182983 (1.722361656052343) | > loss_feat: 6.920172691345215 (8.30364568581741) | > loss_mel: 11.718615531921387 (13.33380642097988) | > loss_duration: 1.6922156810760498 (1.6965563729237974) | > amp_scaler: 256.0 (200.44943820224728) | > loss_1: 24.613664627075195 (27.846803560685576) | > grad_norm_1: tensor(579.3142, device='cuda:0') (tensor(697.8660, device='cuda:0')) | > current_lr_0: 0.00019591699553775878 | > current_lr_1: 0.00019591699553775878 | > step_time: 0.8336 (0.8491425862473045) | > loader_time: 0.0117 (0.010032419408305309)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1637790203094482 (2.1637790203094482) | > loss_disc_real_0: 0.1491532027721405 (0.1491532027721405) | > loss_disc_real_1: 0.18372701108455658 (0.18372701108455658) | > loss_disc_real_2: 0.20867370069026947 (0.20867370069026947) | > loss_disc_real_3: 0.17017167806625366 (0.17017167806625366) | > loss_disc_real_4: 0.22047796845436096 (0.22047796845436096) | > loss_disc_real_5: 0.2796679735183716 (0.2796679735183716) | > loss_0: 2.1637790203094482 (2.1637790203094482) | > loss_gen: 2.923957586288452 (2.923957586288452) | > loss_kl: 2.0546555519104004 (2.0546555519104004) | > loss_feat: 9.043533325195312 (9.043533325195312) | > loss_mel: 14.96863079071045 (14.96863079071045) | > loss_duration: 1.6836568117141724 (1.6836568117141724) | > loss_1: 30.6744327545166 (30.6744327545166)  --> STEP: 1 | > loss_disc: 2.2543153762817383 (2.2543153762817383) | > loss_disc_real_0: 0.16414712369441986 (0.16414712369441986) | > loss_disc_real_1: 0.19843529164791107 (0.19843529164791107) | > loss_disc_real_2: 0.22066262364387512 (0.22066262364387512) | > loss_disc_real_3: 0.1857338398694992 (0.1857338398694992) | > loss_disc_real_4: 0.2118213027715683 (0.2118213027715683) | > loss_disc_real_5: 0.23778848350048065 (0.23778848350048065) | > loss_0: 2.2543153762817383 (2.2543153762817383) | > loss_gen: 2.6670773029327393 (2.6670773029327393) | > loss_kl: 1.92668879032135 (1.92668879032135) | > loss_feat: 7.846843719482422 (7.846843719482422) | > loss_mel: 13.380485534667969 (13.380485534667969) | > loss_duration: 1.768042802810669 (1.768042802810669) | > loss_1: 27.589139938354492 (27.589139938354492)  --> STEP: 2 | > loss_disc: 2.3303897380828857 (2.292352557182312) | > loss_disc_real_0: 0.16869916021823883 (0.16642314195632935) | > loss_disc_real_1: 0.1949801743030548 (0.19670773297548294) | > loss_disc_real_2: 0.20925191044807434 (0.21495726704597473) | > loss_disc_real_3: 0.18379484117031097 (0.1847643405199051) | > loss_disc_real_4: 0.2628110945224762 (0.23731619864702225) | > loss_disc_real_5: 0.2357368767261505 (0.23676268011331558) | > loss_0: 2.3303897380828857 (2.292352557182312) | > loss_gen: 2.611560821533203 (2.639319062232971) | > loss_kl: 1.8821351528167725 (1.9044119715690613) | > loss_feat: 7.1903510093688965 (7.518597364425659) | > loss_mel: 12.590093612670898 (12.985289573669434) | > loss_duration: 1.828170657157898 (1.7981067299842834) | > loss_1: 26.102310180664062 (26.845725059509277)  --> STEP: 3 | > loss_disc: 2.194448947906494 (2.2597180207570395) | > loss_disc_real_0: 0.16075190901756287 (0.1645327309767405) | > loss_disc_real_1: 0.18846772611141205 (0.19396106402079263) | > loss_disc_real_2: 0.20931173861026764 (0.21307542423407236) | > loss_disc_real_3: 0.17461401224136353 (0.18138089776039124) | > loss_disc_real_4: 0.21086709201335907 (0.22849982976913452) | > loss_disc_real_5: 0.2559511661529541 (0.2431588421265284) | > loss_0: 2.194448947906494 (2.2597180207570395) | > loss_gen: 2.8789751529693604 (2.7192044258117676) | > loss_kl: 1.8668690919876099 (1.8918976783752441) | > loss_feat: 9.179941177368164 (8.072378635406494) | > loss_mel: 15.180785179138184 (13.717121442159018) | > loss_duration: 1.7791283130645752 (1.7917805910110474) | > loss_1: 30.885700225830078 (28.19238344828288)  --> STEP: 4 | > loss_disc: 2.1881017684936523 (2.2418139576911926) | > loss_disc_real_0: 0.13602399826049805 (0.1574055477976799) | > loss_disc_real_1: 0.21905755996704102 (0.20023518800735474) | > loss_disc_real_2: 0.1720075011253357 (0.2028084434568882) | > loss_disc_real_3: 0.1650848537683487 (0.1773068867623806) | > loss_disc_real_4: 0.24489016830921173 (0.23259741440415382) | > loss_disc_real_5: 0.26809340715408325 (0.24939248338341713) | > loss_0: 2.1881017684936523 (2.2418139576911926) | > loss_gen: 2.9323482513427734 (2.772490382194519) | > loss_kl: 1.8709622621536255 (1.8866638243198395) | > loss_feat: 10.09042739868164 (8.57689082622528) | > loss_mel: 15.159608840942383 (14.077743291854858) | > loss_duration: 1.7321858406066895 (1.7768819034099579) | > loss_1: 31.785531997680664 (29.090670585632324) --> EVAL PERFORMANCE | > avg_loader_time: 0.2785142660140991 (-0.009428679943084717) | > avg_loss_disc: 2.2418139576911926 (-0.04052269458770752) | > avg_loss_disc_real_0: 0.1574055477976799 (-0.01971566304564476) | > avg_loss_disc_real_1: 0.20023518800735474 (+0.002480641007423401) | > avg_loss_disc_real_2: 0.2028084434568882 (-0.0324324294924736) | > avg_loss_disc_real_3: 0.1773068867623806 (-0.052644841372966766) | > avg_loss_disc_real_4: 0.23259741440415382 (+0.03260357305407524) | > avg_loss_disc_real_5: 0.24939248338341713 (+0.043230634182691574) | > avg_loss_0: 2.2418139576911926 (-0.04052269458770752) | > avg_loss_gen: 2.772490382194519 (+0.02710503339767456) | > avg_loss_kl: 1.8866638243198395 (-0.0005970597267150879) | > avg_loss_feat: 8.57689082622528 (+0.679311990737915) | > avg_loss_mel: 14.077743291854858 (+0.7188010215759277) | > avg_loss_duration: 1.7768819034099579 (-0.0048195719718933105) | > avg_loss_1: 29.090670585632324 (+1.4198017120361328)  > EPOCH: 166/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 18:43:07)   --> TIME: 2025-05-09 18:43:41 -- STEP: 37/725 -- GLOBAL_STEP: 166250 | > loss_disc: 2.2180614471435547 (2.2270187816104374) | > loss_disc_real_0: 0.13161249458789825 (0.13818649303268743) | > loss_disc_real_1: 0.19902634620666504 (0.19514656147441345) | > loss_disc_real_2: 0.18454937636852264 (0.19161114781289487) | > loss_disc_real_3: 0.20672427117824554 (0.20421518143769857) | > loss_disc_real_4: 0.1855088323354721 (0.20131796719254674) | > loss_disc_real_5: 0.23873746395111084 (0.21016102223782923) | > loss_0: 2.2180614471435547 (2.2270187816104374) | > grad_norm_0: tensor(46.6556, device='cuda:0') (tensor(28.9680, device='cuda:0')) | > loss_gen: 2.8347244262695312 (2.747661996532131) | > loss_kl: 1.6837257146835327 (1.7352832008052517) | > loss_feat: 8.72327709197998 (8.140404430595604) | > loss_mel: 13.876299858093262 (13.35546434247816) | > loss_duration: 1.6777437925338745 (1.6887087274242092) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.7957706451416 (27.66752258506981) | > grad_norm_1: tensor(1022.8641, device='cuda:0') (tensor(685.7976, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8824 (0.8482108180587357) | > loader_time: 0.0099 (0.009975497787063187)  --> TIME: 2025-05-09 18:44:24 -- STEP: 87/725 -- GLOBAL_STEP: 166300 | > loss_disc: 2.155848979949951 (2.2104189793268834) | > loss_disc_real_0: 0.13483113050460815 (0.14096754241263726) | > loss_disc_real_1: 0.1932462453842163 (0.19351268037297265) | > loss_disc_real_2: 0.18294259905815125 (0.18827653445046524) | > loss_disc_real_3: 0.2059238702058792 (0.20368138520882048) | > loss_disc_real_4: 0.18427371978759766 (0.1987251779813876) | > loss_disc_real_5: 0.20195379853248596 (0.20433483606782452) | > loss_0: 2.155848979949951 (2.2104189793268834) | > grad_norm_0: tensor(36.3095, device='cuda:0') (tensor(31.0394, device='cuda:0')) | > loss_gen: 2.740724802017212 (2.7787985061777043) | > loss_kl: 1.654376745223999 (1.733787657200605) | > loss_feat: 8.72134780883789 (8.32865106648412) | > loss_mel: 13.577214241027832 (13.524215292656558) | > loss_duration: 1.6771349906921387 (1.6928756387754418) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.370798110961914 (28.05832819006909) | > grad_norm_1: tensor(951.0150, device='cuda:0') (tensor(657.8217, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8197 (0.8482239465603884) | > loader_time: 0.0093 (0.009789423010815151)  --> TIME: 2025-05-09 18:45:07 -- STEP: 137/725 -- GLOBAL_STEP: 166350 | > loss_disc: 2.1518964767456055 (2.197572199097515) | > loss_disc_real_0: 0.12726236879825592 (0.1383967468120756) | > loss_disc_real_1: 0.18182715773582458 (0.1926030438311779) | > loss_disc_real_2: 0.17269551753997803 (0.187027229988662) | > loss_disc_real_3: 0.23190803825855255 (0.20335432049566807) | > loss_disc_real_4: 0.1781664937734604 (0.19760394912131513) | > loss_disc_real_5: 0.18893587589263916 (0.20285429908846417) | > loss_0: 2.1518964767456055 (2.197572199097515) | > grad_norm_0: tensor(43.9220, device='cuda:0') (tensor(31.6778, device='cuda:0')) | > loss_gen: 2.6778464317321777 (2.7869450767544937) | > loss_kl: 1.6208642721176147 (1.737973142714396) | > loss_feat: 8.397966384887695 (8.342639515869813) | > loss_mel: 12.723716735839844 (13.463785770165659) | > loss_duration: 1.68507981300354 (1.6947961132021716) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.105472564697266 (28.026139558666813) | > grad_norm_1: tensor(878.8686, device='cuda:0') (tensor(687.2158, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.805 (0.8477447346179154) | > loader_time: 0.009 (0.009783361950059875)  --> TIME: 2025-05-09 18:45:50 -- STEP: 187/725 -- GLOBAL_STEP: 166400 | > loss_disc: 2.0523784160614014 (2.198101220283916) | > loss_disc_real_0: 0.13968263566493988 (0.13883012859897823) | > loss_disc_real_1: 0.16632063686847687 (0.19240191124658534) | > loss_disc_real_2: 0.17594504356384277 (0.18728579333759246) | > loss_disc_real_3: 0.18102853000164032 (0.2030871573457105) | > loss_disc_real_4: 0.1853918582201004 (0.19756764715368097) | > loss_disc_real_5: 0.18445241451263428 (0.20262031153561597) | > loss_0: 2.0523784160614014 (2.198101220283916) | > grad_norm_0: tensor(34.8935, device='cuda:0') (tensor(31.9454, device='cuda:0')) | > loss_gen: 2.8840291500091553 (2.785362292101039) | > loss_kl: 1.8033421039581299 (1.7331830352385413) | > loss_feat: 8.781800270080566 (8.323047352347144) | > loss_mel: 13.356452941894531 (13.416166433038558) | > loss_duration: 1.7161005735397339 (1.6963117709134352) | > amp_scaler: 128.0 (254.63101604278074) | > loss_1: 28.541725158691406 (27.95407084092737) | > grad_norm_1: tensor(1050.2684, device='cuda:0') (tensor(696.3863, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.846 (0.8482496547188988) | > loader_time: 0.0097 (0.00981416294281495)  --> TIME: 2025-05-09 18:46:33 -- STEP: 237/725 -- GLOBAL_STEP: 166450 | > loss_disc: 2.121523857116699 (2.2012514228056235) | > loss_disc_real_0: 0.12466790527105331 (0.13903977338397558) | > loss_disc_real_1: 0.21153166890144348 (0.19294117787216283) | > loss_disc_real_2: 0.18585960566997528 (0.1876052424374512) | > loss_disc_real_3: 0.20318520069122314 (0.20352190802117434) | > loss_disc_real_4: 0.18930479884147644 (0.19786043295377417) | > loss_disc_real_5: 0.17246057093143463 (0.20228676133266482) | > loss_0: 2.121523857116699 (2.2012514228056235) | > grad_norm_0: tensor(44.9109, device='cuda:0') (tensor(31.8821, device='cuda:0')) | > loss_gen: 2.763928174972534 (2.787387299638257) | > loss_kl: 1.9792386293411255 (1.7368488880149422) | > loss_feat: 8.667067527770996 (8.31458892299153) | > loss_mel: 14.044095039367676 (13.393471271176882) | > loss_duration: 1.6760412454605103 (1.6957763780521442) | > amp_scaler: 128.0 (227.915611814346) | > loss_1: 29.130369186401367 (27.928072748304924) | > grad_norm_1: tensor(845.7784, device='cuda:0') (tensor(693.8848, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.815 (0.8471753768277067) | > loader_time: 0.0121 (0.009878376868203722)  --> TIME: 2025-05-09 18:47:16 -- STEP: 287/725 -- GLOBAL_STEP: 166500 | > loss_disc: 2.4074366092681885 (2.21349667464399) | > loss_disc_real_0: 0.15723951160907745 (0.14835749813177032) | > loss_disc_real_1: 0.2041650116443634 (0.19290334547022914) | > loss_disc_real_2: 0.18314030766487122 (0.18780699232106424) | > loss_disc_real_3: 0.2138376086950302 (0.20389194625595305) | > loss_disc_real_4: 0.20383970439434052 (0.1976659100126306) | > loss_disc_real_5: 0.21272476017475128 (0.20334132887968204) | > loss_0: 2.4074366092681885 (2.21349667464399) | > grad_norm_0: tensor(33.3242, device='cuda:0') (tensor(31.6948, device='cuda:0')) | > loss_gen: 2.597757339477539 (2.7836304707809614) | > loss_kl: 1.824021577835083 (1.7388003736422868) | > loss_feat: 6.756748676300049 (8.320674377866736) | > loss_mel: 10.50260066986084 (13.419759850053422) | > loss_duration: 1.702599048614502 (1.6957654753628504) | > amp_scaler: 128.0 (210.50871080139373) | > loss_1: 23.383726119995117 (27.95863051863082) | > grad_norm_1: tensor(841.9799, device='cuda:0') (tensor(682.2196, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.7998 (0.8455513404221485) | > loader_time: 0.0094 (0.009886127731110576)  --> TIME: 2025-05-09 18:47:58 -- STEP: 337/725 -- GLOBAL_STEP: 166550 | > loss_disc: 2.2068328857421875 (2.2171822765106968) | > loss_disc_real_0: 0.16646969318389893 (0.14870199286973085) | > loss_disc_real_1: 0.19754916429519653 (0.19335925738252605) | > loss_disc_real_2: 0.1710623800754547 (0.18862625235796687) | > loss_disc_real_3: 0.18892422318458557 (0.20388397662858931) | > loss_disc_real_4: 0.19856642186641693 (0.1974799337655925) | > loss_disc_real_5: 0.22276653349399567 (0.20372741255986587) | > loss_0: 2.2068328857421875 (2.2171822765106968) | > grad_norm_0: tensor(39.3522, device='cuda:0') (tensor(31.4989, device='cuda:0')) | > loss_gen: 2.9173314571380615 (2.7763141566992515) | > loss_kl: 1.7631585597991943 (1.736649963197793) | > loss_feat: 9.103582382202148 (8.293899343700012) | > loss_mel: 14.367260932922363 (13.382890528670405) | > loss_duration: 1.6826821565628052 (1.6949023878538994) | > amp_scaler: 128.0 (198.2670623145401) | > loss_1: 29.834014892578125 (27.884656328829518) | > grad_norm_1: tensor(810.2854, device='cuda:0') (tensor(674.7814, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8639 (0.8444789029016693) | > loader_time: 0.0099 (0.009880903566626482)  --> TIME: 2025-05-09 18:48:41 -- STEP: 387/725 -- GLOBAL_STEP: 166600 | > loss_disc: 2.173236608505249 (2.21715924752159) | > loss_disc_real_0: 0.12008239328861237 (0.14777504059772462) | > loss_disc_real_1: 0.19792675971984863 (0.19379229778159204) | > loss_disc_real_2: 0.20743337273597717 (0.1883275723349525) | > loss_disc_real_3: 0.25303125381469727 (0.20422463735098675) | > loss_disc_real_4: 0.1808088719844818 (0.19784402346734237) | > loss_disc_real_5: 0.20587675273418427 (0.20354922504696124) | > loss_0: 2.173236608505249 (2.21715924752159) | > grad_norm_0: tensor(24.1808, device='cuda:0') (tensor(31.4038, device='cuda:0')) | > loss_gen: 2.8375301361083984 (2.777375269305799) | > loss_kl: 1.5663225650787354 (1.736838043198105) | > loss_feat: 8.121310234069824 (8.299424436357292) | > loss_mel: 13.598762512207031 (13.396368869515353) | > loss_duration: 1.763031005859375 (1.6947015508508803) | > amp_scaler: 128.0 (189.18863049095611) | > loss_1: 27.8869571685791 (27.904708118093712) | > grad_norm_1: tensor(773.9651, device='cuda:0') (tensor(671.8774, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8497 (0.8439429755050699) | > loader_time: 0.0106 (0.009857668741112834)  --> TIME: 2025-05-09 18:49:23 -- STEP: 437/725 -- GLOBAL_STEP: 166650 | > loss_disc: 2.237368106842041 (2.216856084917449) | > loss_disc_real_0: 0.13197486102581024 (0.14726606971270984) | > loss_disc_real_1: 0.17822523415088654 (0.19392430420871198) | > loss_disc_real_2: 0.1919965147972107 (0.18817661075215597) | > loss_disc_real_3: 0.20671996474266052 (0.20417118689697444) | > loss_disc_real_4: 0.23333774507045746 (0.19770547948794726) | > loss_disc_real_5: 0.22270464897155762 (0.20365695917906426) | > loss_0: 2.237368106842041 (2.216856084917449) | > grad_norm_0: tensor(29.9919, device='cuda:0') (tensor(31.0097, device='cuda:0')) | > loss_gen: 2.8334126472473145 (2.7717196521278926) | > loss_kl: 1.703243374824524 (1.7357300378092366) | > loss_feat: 7.480865478515625 (8.278424196439701) | > loss_mel: 12.400886535644531 (13.3675932284078) | > loss_duration: 1.6579232215881348 (1.693990007417971) | > amp_scaler: 128.0 (182.187643020595) | > loss_1: 26.076330184936523 (27.847457056460165) | > grad_norm_1: tensor(607.3111, device='cuda:0') (tensor(666.0240, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8771 (0.8430366799815023) | > loader_time: 0.0095 (0.009828420198209217)  --> TIME: 2025-05-09 18:50:06 -- STEP: 487/725 -- GLOBAL_STEP: 166700 | > loss_disc: 2.1760594844818115 (2.217091243859435) | > loss_disc_real_0: 0.13370050489902496 (0.14655153217746497) | > loss_disc_real_1: 0.20503124594688416 (0.194030535263937) | > loss_disc_real_2: 0.2035822719335556 (0.18842733919130955) | > loss_disc_real_3: 0.20674647390842438 (0.20428971199651516) | > loss_disc_real_4: 0.20574504137039185 (0.1977323970816708) | > loss_disc_real_5: 0.19770938158035278 (0.20367402447200167) | > loss_0: 2.1760594844818115 (2.217091243859435) | > grad_norm_0: tensor(17.4499, device='cuda:0') (tensor(31.2904, device='cuda:0')) | > loss_gen: 2.801142454147339 (2.7712739517556573) | > loss_kl: 1.8858606815338135 (1.729156418992264) | > loss_feat: 7.83270788192749 (8.26368279329807) | > loss_mel: 12.525718688964844 (13.361250011827911) | > loss_duration: 1.6775833368301392 (1.6939895946142363) | > amp_scaler: 128.0 (176.62422997946615) | > loss_1: 26.723012924194336 (27.819352692402358) | > grad_norm_1: tensor(541.2604, device='cuda:0') (tensor(662.9592, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8091 (0.8426999169453459) | > loader_time: 0.0093 (0.009830183561822465)  --> TIME: 2025-05-09 18:50:49 -- STEP: 537/725 -- GLOBAL_STEP: 166750 | > loss_disc: 2.2351531982421875 (2.2162936788253513) | > loss_disc_real_0: 0.14822255074977875 (0.14692895752646631) | > loss_disc_real_1: 0.1725711077451706 (0.19380452501929238) | > loss_disc_real_2: 0.17384886741638184 (0.18831922152743885) | > loss_disc_real_3: 0.16976255178451538 (0.20430535474858025) | > loss_disc_real_4: 0.191104918718338 (0.1977058079100632) | > loss_disc_real_5: 0.21364432573318481 (0.20307894037200533) | > loss_0: 2.2351531982421875 (2.2162936788253513) | > grad_norm_0: tensor(24.0715, device='cuda:0') (tensor(31.4425, device='cuda:0')) | > loss_gen: 2.6666958332061768 (2.7720768451690683) | > loss_kl: 1.6805219650268555 (1.7286036960239517) | > loss_feat: 8.005464553833008 (8.27173016723975) | > loss_mel: 12.764155387878418 (13.36688926277658) | > loss_duration: 1.7087986469268799 (1.6945010052934932) | > amp_scaler: 128.0 (172.09683426443206) | > loss_1: 26.825637817382812 (27.83380089303412) | > grad_norm_1: tensor(469.3669, device='cuda:0') (tensor(653.7363, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8382 (0.8427855506733587) | > loader_time: 0.0097 (0.009837279772625284)  --> TIME: 2025-05-09 18:51:32 -- STEP: 587/725 -- GLOBAL_STEP: 166800 | > loss_disc: 2.119302272796631 (2.214699481780526) | > loss_disc_real_0: 0.15332065522670746 (0.14627510433607255) | > loss_disc_real_1: 0.19386659562587738 (0.19358704100780227) | > loss_disc_real_2: 0.17302629351615906 (0.18794032489623902) | > loss_disc_real_3: 0.21470136940479279 (0.20448371839076535) | > loss_disc_real_4: 0.20877912640571594 (0.19767234244683723) | > loss_disc_real_5: 0.19112417101860046 (0.2033545103501624) | > loss_0: 2.119302272796631 (2.214699481780526) | > grad_norm_0: tensor(35.2361, device='cuda:0') (tensor(31.1150, device='cuda:0')) | > loss_gen: 2.9195640087127686 (2.773399963086468) | > loss_kl: 1.6920320987701416 (1.730306595919283) | > loss_feat: 9.082695960998535 (8.291648520318583) | > loss_mel: 13.729018211364746 (13.374855150356002) | > loss_duration: 1.6711797714233398 (1.6938588426304033) | > amp_scaler: 128.0 (168.34071550255538) | > loss_1: 29.09449005126953 (27.864069010979872) | > grad_norm_1: tensor(705.1501, device='cuda:0') (tensor(650.5222, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8457 (0.8423380510567401) | > loader_time: 0.0104 (0.009834886612640328)  --> TIME: 2025-05-09 18:52:14 -- STEP: 637/725 -- GLOBAL_STEP: 166850 | > loss_disc: 2.071183443069458 (2.2147841234596406) | > loss_disc_real_0: 0.10565803200006485 (0.1457388432494699) | > loss_disc_real_1: 0.18425144255161285 (0.19363765425547325) | > loss_disc_real_2: 0.18043354153633118 (0.18823555488507832) | > loss_disc_real_3: 0.21257881820201874 (0.20449856316650306) | > loss_disc_real_4: 0.2023753523826599 (0.19776635802989842) | > loss_disc_real_5: 0.18915876746177673 (0.20336660057353076) | > loss_0: 2.071183443069458 (2.2147841234596406) | > grad_norm_0: tensor(59.7249, device='cuda:0') (tensor(30.9450, device='cuda:0')) | > loss_gen: 2.903470516204834 (2.7738514594043617) | > loss_kl: 1.8485883474349976 (1.7336279153823853) | > loss_feat: 9.071198463439941 (8.294757778640829) | > loss_mel: 14.125457763671875 (13.39664372993601) | > loss_duration: 1.672278881072998 (1.693522285441964) | > amp_scaler: 128.0 (165.1742543171115) | > loss_1: 29.620994567871094 (27.892403128008628) | > grad_norm_1: tensor(569.8945, device='cuda:0') (tensor(653.4514, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8293 (0.8418296719645406) | > loader_time: 0.0101 (0.009837140842359897)  --> TIME: 2025-05-09 18:52:57 -- STEP: 687/725 -- GLOBAL_STEP: 166900 | > loss_disc: 2.2837748527526855 (2.2157111860258616) | > loss_disc_real_0: 0.1431589275598526 (0.14568741763826706) | > loss_disc_real_1: 0.20625682175159454 (0.19388385720041296) | > loss_disc_real_2: 0.21648292243480682 (0.18833528385325463) | > loss_disc_real_3: 0.21532747149467468 (0.20446361182732006) | > loss_disc_real_4: 0.18430012464523315 (0.19778470165778098) | > loss_disc_real_5: 0.20408301055431366 (0.20344389083604106) | > loss_0: 2.2837748527526855 (2.2157111860258616) | > grad_norm_0: tensor(18.2097, device='cuda:0') (tensor(31.0158, device='cuda:0')) | > loss_gen: 2.804204225540161 (2.7745652455603347) | > loss_kl: 1.767034649848938 (1.7353971948443194) | > loss_feat: 9.005288124084473 (8.296159964982094) | > loss_mel: 13.693511009216309 (13.410896777412603) | > loss_duration: 1.6968152523040771 (1.6935663108742403) | > amp_scaler: 128.0 (162.46870451237263) | > loss_1: 28.966854095458984 (27.91058547562733) | > grad_norm_1: tensor(660.9798, device='cuda:0') (tensor(651.0694, device='cuda:0')) | > current_lr_0: 0.00019589250591331656 | > current_lr_1: 0.00019589250591331656 | > step_time: 0.8475 (0.8414464857553985) | > loader_time: 0.0109 (0.009842248289172136)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3813347816467285 (2.3813347816467285) | > loss_disc_real_0: 0.17277155816555023 (0.17277155816555023) | > loss_disc_real_1: 0.199628546833992 (0.199628546833992) | > loss_disc_real_2: 0.2308746725320816 (0.2308746725320816) | > loss_disc_real_3: 0.18286976218223572 (0.18286976218223572) | > loss_disc_real_4: 0.24320630729198456 (0.24320630729198456) | > loss_disc_real_5: 0.22227443754673004 (0.22227443754673004) | > loss_0: 2.3813347816467285 (2.3813347816467285) | > loss_gen: 2.446352005004883 (2.446352005004883) | > loss_kl: 2.1337814331054688 (2.1337814331054688) | > loss_feat: 7.150542259216309 (7.150542259216309) | > loss_mel: 12.870748519897461 (12.870748519897461) | > loss_duration: 1.6732072830200195 (1.6732072830200195) | > loss_1: 26.27463150024414 (26.27463150024414)  --> STEP: 1 | > loss_disc: 2.378750801086426 (2.378750801086426) | > loss_disc_real_0: 0.17618761956691742 (0.17618761956691742) | > loss_disc_real_1: 0.19101759791374207 (0.19101759791374207) | > loss_disc_real_2: 0.26436546444892883 (0.26436546444892883) | > loss_disc_real_3: 0.1934194713830948 (0.1934194713830948) | > loss_disc_real_4: 0.2567217946052551 (0.2567217946052551) | > loss_disc_real_5: 0.20728732645511627 (0.20728732645511627) | > loss_0: 2.378750801086426 (2.378750801086426) | > loss_gen: 2.5663681030273438 (2.5663681030273438) | > loss_kl: 2.1034414768218994 (2.1034414768218994) | > loss_feat: 7.523359775543213 (7.523359775543213) | > loss_mel: 13.17569351196289 (13.17569351196289) | > loss_duration: 1.7772417068481445 (1.7772417068481445) | > loss_1: 27.146102905273438 (27.146102905273438)  --> STEP: 2 | > loss_disc: 2.4244470596313477 (2.4015989303588867) | > loss_disc_real_0: 0.16243650019168854 (0.16931205987930298) | > loss_disc_real_1: 0.20834718644618988 (0.19968239217996597) | > loss_disc_real_2: 0.23351655900478363 (0.24894101172685623) | > loss_disc_real_3: 0.17972306907176971 (0.18657127022743225) | > loss_disc_real_4: 0.24148154258728027 (0.2491016685962677) | > loss_disc_real_5: 0.21198341250419617 (0.20963536947965622) | > loss_0: 2.4244470596313477 (2.4015989303588867) | > loss_gen: 2.3785576820373535 (2.4724628925323486) | > loss_kl: 1.8811156749725342 (1.9922785758972168) | > loss_feat: 6.0074028968811035 (6.765381336212158) | > loss_mel: 11.746036529541016 (12.460865020751953) | > loss_duration: 1.8424737453460693 (1.809857726097107) | > loss_1: 23.855587005615234 (25.500844955444336)  --> STEP: 3 | > loss_disc: 2.2683117389678955 (2.3571698665618896) | > loss_disc_real_0: 0.15026205778121948 (0.1629620591799418) | > loss_disc_real_1: 0.19357599318027496 (0.19764692584673563) | > loss_disc_real_2: 0.2313917577266693 (0.2430912603934606) | > loss_disc_real_3: 0.19251754879951477 (0.1885533630847931) | > loss_disc_real_4: 0.23888854682445526 (0.24569729467233023) | > loss_disc_real_5: 0.20277102291584015 (0.2073472539583842) | > loss_0: 2.2683117389678955 (2.3571698665618896) | > loss_gen: 2.6108410358428955 (2.5185889403025308) | > loss_kl: 2.031494140625 (2.005350430806478) | > loss_feat: 7.743968486785889 (7.091577053070068) | > loss_mel: 13.725994110107422 (12.882574717203775) | > loss_duration: 1.7986834049224854 (1.8061329523722331) | > loss_1: 27.910982131958008 (26.304224014282227)  --> STEP: 4 | > loss_disc: 2.288417339324951 (2.339981734752655) | > loss_disc_real_0: 0.11455872654914856 (0.1508612260222435) | > loss_disc_real_1: 0.184858039021492 (0.19444970414042473) | > loss_disc_real_2: 0.20410262048244476 (0.23334410041570663) | > loss_disc_real_3: 0.19868166744709015 (0.19108543917536736) | > loss_disc_real_4: 0.26269400119781494 (0.2499464713037014) | > loss_disc_real_5: 0.23245912790298462 (0.2136252224445343) | > loss_0: 2.288417339324951 (2.339981734752655) | > loss_gen: 2.620307445526123 (2.544018566608429) | > loss_kl: 1.8512033224105835 (1.9668136537075043) | > loss_feat: 9.270825386047363 (7.636389136314392) | > loss_mel: 14.489163398742676 (13.284221887588501) | > loss_duration: 1.753311276435852 (1.7929275333881378) | > loss_1: 29.98480987548828 (27.22437047958374) --> EVAL PERFORMANCE | > avg_loader_time: 0.3112555146217346 (+0.0327412486076355) | > avg_loss_disc: 2.339981734752655 (+0.0981677770614624) | > avg_loss_disc_real_0: 0.1508612260222435 (-0.006544321775436401) | > avg_loss_disc_real_1: 0.19444970414042473 (-0.005785483866930008) | > avg_loss_disc_real_2: 0.23334410041570663 (+0.030535656958818436) | > avg_loss_disc_real_3: 0.19108543917536736 (+0.013778552412986755) | > avg_loss_disc_real_4: 0.2499464713037014 (+0.017349056899547577) | > avg_loss_disc_real_5: 0.2136252224445343 (-0.03576726093888283) | > avg_loss_0: 2.339981734752655 (+0.0981677770614624) | > avg_loss_gen: 2.544018566608429 (-0.2284718155860901) | > avg_loss_kl: 1.9668136537075043 (+0.0801498293876648) | > avg_loss_feat: 7.636389136314392 (-0.9405016899108887) | > avg_loss_mel: 13.284221887588501 (-0.7935214042663574) | > avg_loss_duration: 1.7929275333881378 (+0.01604562997817993) | > avg_loss_1: 27.22437047958374 (-1.866300106048584)  > EPOCH: 167/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 18:53:36)   --> TIME: 2025-05-09 18:53:48 -- STEP: 12/725 -- GLOBAL_STEP: 166950 | > loss_disc: 2.198711395263672 (2.1931957403818765) | > loss_disc_real_0: 0.15745913982391357 (0.1436383786300818) | > loss_disc_real_1: 0.21744410693645477 (0.19025088225801787) | > loss_disc_real_2: 0.18740373849868774 (0.18586760511000952) | > loss_disc_real_3: 0.2349153608083725 (0.20495173955957094) | > loss_disc_real_4: 0.18140220642089844 (0.2045024409890175) | > loss_disc_real_5: 0.1905614584684372 (0.19592690343658128) | > loss_0: 2.198711395263672 (2.1931957403818765) | > grad_norm_0: tensor(40.0438, device='cuda:0') (tensor(32.1409, device='cuda:0')) | > loss_gen: 2.8403232097625732 (2.8261850277582803) | > loss_kl: 1.8150709867477417 (1.7422239383061726) | > loss_feat: 8.695000648498535 (8.591588139533997) | > loss_mel: 13.630515098571777 (13.62753415107727) | > loss_duration: 1.729512333869934 (1.6958160996437073) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.71042251586914 (28.483347574869793) | > grad_norm_1: tensor(718.9216, device='cuda:0') (tensor(671.5382, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8429 (0.8340499401092529) | > loader_time: 0.0091 (0.00979814926783244)  --> TIME: 2025-05-09 18:54:31 -- STEP: 62/725 -- GLOBAL_STEP: 167000 | > loss_disc: 2.295660972595215 (2.199551551572739) | > loss_disc_real_0: 0.1450861245393753 (0.14140643347655577) | > loss_disc_real_1: 0.2062605768442154 (0.19338669531768368) | > loss_disc_real_2: 0.22232584655284882 (0.18769474808246858) | > loss_disc_real_3: 0.19170615077018738 (0.20373416932359817) | > loss_disc_real_4: 0.1896299123764038 (0.2001618591527785) | > loss_disc_real_5: 0.24756722152233124 (0.19600612189500563) | > loss_0: 2.295660972595215 (2.199551551572739) | > grad_norm_0: tensor(19.2413, device='cuda:0') (tensor(32.5368, device='cuda:0')) | > loss_gen: 2.5930325984954834 (2.812926676965529) | > loss_kl: 1.6656996011734009 (1.7594396760386806) | > loss_feat: 6.886757850646973 (8.382649221727926) | > loss_mel: 12.341405868530273 (13.3969908068257) | > loss_duration: 1.7613633871078491 (1.6919742341964477) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.248260498046875 (28.043980721504457) | > grad_norm_1: tensor(576.0452, device='cuda:0') (tensor(654.2178, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8324 (0.8493554207586473) | > loader_time: 0.01 (0.009984343282638057) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_167000.pth  --> TIME: 2025-05-09 18:55:17 -- STEP: 112/725 -- GLOBAL_STEP: 167050 | > loss_disc: 2.255596876144409 (2.189250592674528) | > loss_disc_real_0: 0.12330888956785202 (0.13838469057476943) | > loss_disc_real_1: 0.19999156892299652 (0.19300986520413838) | > loss_disc_real_2: 0.21133044362068176 (0.18795210947947846) | > loss_disc_real_3: 0.18973872065544128 (0.20257801030363348) | > loss_disc_real_4: 0.20369604229927063 (0.19941335983042205) | > loss_disc_real_5: 0.19448064267635345 (0.19750085180359228) | > loss_0: 2.255596876144409 (2.189250592674528) | > grad_norm_0: tensor(12.3559, device='cuda:0') (tensor(31.2706, device='cuda:0')) | > loss_gen: 2.74560546875 (2.8140827523810534) | > loss_kl: 1.7321809530258179 (1.7596706237111772) | > loss_feat: 7.359952926635742 (8.422489936862672) | > loss_mel: 13.358942985534668 (13.459983323301588) | > loss_duration: 1.701124668121338 (1.696170641907624) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.89780616760254 (28.15239725794111) | > grad_norm_1: tensor(775.4996, device='cuda:0') (tensor(666.2292, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8255 (0.8490306117704937) | > loader_time: 0.0095 (0.009966294680322915)  --> TIME: 2025-05-09 18:56:00 -- STEP: 162/725 -- GLOBAL_STEP: 167100 | > loss_disc: 2.233597993850708 (2.1949387052912765) | > loss_disc_real_0: 0.1658264696598053 (0.13975819765969558) | > loss_disc_real_1: 0.21393060684204102 (0.19258093300424975) | > loss_disc_real_2: 0.21165159344673157 (0.1879826249715723) | > loss_disc_real_3: 0.20176590979099274 (0.2029847268153119) | > loss_disc_real_4: 0.22623011469841003 (0.19960476200521732) | > loss_disc_real_5: 0.21545842289924622 (0.19907208467707227) | > loss_0: 2.233597993850708 (2.1949387052912765) | > grad_norm_0: tensor(36.2980, device='cuda:0') (tensor(32.3538, device='cuda:0')) | > loss_gen: 2.8804030418395996 (2.8063665275220524) | > loss_kl: 1.791022777557373 (1.7486753014870633) | > loss_feat: 8.650753021240234 (8.38608279934636) | > loss_mel: 13.706217765808105 (13.405969084045033) | > loss_duration: 1.6512019634246826 (1.6953114204936557) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.67959976196289 (28.042405093157733) | > grad_norm_1: tensor(814.6974, device='cuda:0') (tensor(673.4360, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8363 (0.8480131346502422) | > loader_time: 0.0093 (0.009987276277424373)  --> TIME: 2025-05-09 18:56:43 -- STEP: 212/725 -- GLOBAL_STEP: 167150 | > loss_disc: 2.2549073696136475 (2.1974278396030633) | > loss_disc_real_0: 0.12823402881622314 (0.13900037944527727) | > loss_disc_real_1: 0.2132444828748703 (0.1931954169610761) | > loss_disc_real_2: 0.189301997423172 (0.188193799962975) | > loss_disc_real_3: 0.20213249325752258 (0.20324658342408677) | > loss_disc_real_4: 0.2351609468460083 (0.19937755209657385) | > loss_disc_real_5: 0.19618763029575348 (0.19881275310268945) | > loss_0: 2.2549073696136475 (2.1974278396030633) | > grad_norm_0: tensor(28.4412, device='cuda:0') (tensor(31.9746, device='cuda:0')) | > loss_gen: 2.7661571502685547 (2.8012553745845588) | > loss_kl: 1.7164947986602783 (1.738477664173774) | > loss_feat: 8.086893081665039 (8.366867710959236) | > loss_mel: 12.852598190307617 (13.403736429394415) | > loss_duration: 1.693497896194458 (1.6948231908510316) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.115642547607422 (28.005160286741436) | > grad_norm_1: tensor(740.1314, device='cuda:0') (tensor(673.8611, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8471 (0.849474016225563) | > loader_time: 0.0096 (0.009942866721243225)  --> TIME: 2025-05-09 18:57:26 -- STEP: 262/725 -- GLOBAL_STEP: 167200 | > loss_disc: 2.252293109893799 (2.1976329843506552) | > loss_disc_real_0: 0.10205774754285812 (0.1380259368909906) | > loss_disc_real_1: 0.2223874032497406 (0.19349632452007465) | > loss_disc_real_2: 0.21538804471492767 (0.18833268934306302) | > loss_disc_real_3: 0.2295476645231247 (0.20386535213648813) | > loss_disc_real_4: 0.23954929411411285 (0.1991398939080821) | > loss_disc_real_5: 0.2137821614742279 (0.19933254726742972) | > loss_0: 2.252293109893799 (2.1976329843506552) | > grad_norm_0: tensor(19.7958, device='cuda:0') (tensor(32.3081, device='cuda:0')) | > loss_gen: 2.8105177879333496 (2.798894459054671) | > loss_kl: 1.6439270973205566 (1.7364351035074423) | > loss_feat: 7.429823398590088 (8.373889972235403) | > loss_mel: 12.868928909301758 (13.438102820447384) | > loss_duration: 1.701742172241211 (1.6952618387819247) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.454940795898438 (28.042584098932398) | > grad_norm_1: tensor(571.8158, device='cuda:0') (tensor(681.5483, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8769 (0.8482891894478835) | > loader_time: 0.0094 (0.009877891940924954)  --> TIME: 2025-05-09 18:58:09 -- STEP: 312/725 -- GLOBAL_STEP: 167250 | > loss_disc: 2.195891857147217 (2.195930689191205) | > loss_disc_real_0: 0.11704718321561813 (0.13892188251543877) | > loss_disc_real_1: 0.19381318986415863 (0.19307838528393165) | > loss_disc_real_2: 0.20229893922805786 (0.1878669545627558) | > loss_disc_real_3: 0.20439836382865906 (0.2038407225925952) | > loss_disc_real_4: 0.1879797875881195 (0.1983610234963588) | > loss_disc_real_5: 0.20562675595283508 (0.19938992608625167) | > loss_0: 2.195891857147217 (2.195930689191205) | > grad_norm_0: tensor(24.7871, device='cuda:0') (tensor(32.6142, device='cuda:0')) | > loss_gen: 2.7226762771606445 (2.800391853619845) | > loss_kl: 1.7183579206466675 (1.7336567009870818) | > loss_feat: 8.502856254577637 (8.376323918501535) | > loss_mel: 13.062690734863281 (13.423652034539442) | > loss_duration: 1.701519250869751 (1.6944889831237304) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.708099365234375 (28.028513400982593) | > grad_norm_1: tensor(855.2974, device='cuda:0') (tensor(676.2655, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8369 (0.8482002012240581) | > loader_time: 0.0109 (0.009856403638155027)  --> TIME: 2025-05-09 18:58:52 -- STEP: 362/725 -- GLOBAL_STEP: 167300 | > loss_disc: 2.1645045280456543 (2.1947397754337237) | > loss_disc_real_0: 0.13640446960926056 (0.1379873465376169) | > loss_disc_real_1: 0.2223956435918808 (0.19327364376236716) | > loss_disc_real_2: 0.1848573088645935 (0.18780768004076265) | > loss_disc_real_3: 0.2117720991373062 (0.20407425105901048) | > loss_disc_real_4: 0.1909027099609375 (0.19798058032660196) | > loss_disc_real_5: 0.2175830602645874 (0.2001186670601698) | > loss_0: 2.1645045280456543 (2.1947397754337237) | > grad_norm_0: tensor(38.3424, device='cuda:0') (tensor(32.0029, device='cuda:0')) | > loss_gen: 2.7490251064300537 (2.7985618061782236) | > loss_kl: 1.888349175453186 (1.7291564180706085) | > loss_feat: 8.119340896606445 (8.378980423205466) | > loss_mel: 13.837178230285645 (13.41766395621537) | > loss_duration: 1.6157234907150269 (1.6929511401534738) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.20961570739746 (28.01731369376842) | > grad_norm_1: tensor(752.9915, device='cuda:0') (tensor(681.6833, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8374 (0.8483683522893579) | > loader_time: 0.0096 (0.009852037904012262)  --> TIME: 2025-05-09 18:59:36 -- STEP: 412/725 -- GLOBAL_STEP: 167350 | > loss_disc: 2.3004560470581055 (2.196147861700611) | > loss_disc_real_0: 0.1852552890777588 (0.1389223665306434) | > loss_disc_real_1: 0.19495561718940735 (0.19328327961627717) | > loss_disc_real_2: 0.1935981661081314 (0.1875612242780265) | > loss_disc_real_3: 0.234463170170784 (0.20411293689631715) | > loss_disc_real_4: 0.21729421615600586 (0.19793079337738093) | > loss_disc_real_5: 0.20387759804725647 (0.1999447699817061) | > loss_0: 2.3004560470581055 (2.196147861700611) | > grad_norm_0: tensor(59.5161, device='cuda:0') (tensor(32.7112, device='cuda:0')) | > loss_gen: 2.6646242141723633 (2.800290832820448) | > loss_kl: 1.7269692420959473 (1.7332004505453755) | > loss_feat: 7.713140487670898 (8.367637309055873) | > loss_mel: 12.35437297821045 (13.411480047170398) | > loss_duration: 1.6977251768112183 (1.69341163959318) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.156831741333008 (28.006020245042823) | > grad_norm_1: tensor(598.5587, device='cuda:0') (tensor(671.8825, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8471 (0.8483507731585826) | > loader_time: 0.0098 (0.009872201576973624)  --> TIME: 2025-05-09 19:00:19 -- STEP: 462/725 -- GLOBAL_STEP: 167400 | > loss_disc: 2.0828800201416016 (2.1959376807336657) | > loss_disc_real_0: 0.10410420596599579 (0.13830567792348264) | > loss_disc_real_1: 0.2106916904449463 (0.19328283521778136) | > loss_disc_real_2: 0.1974286586046219 (0.1875442237435998) | > loss_disc_real_3: 0.23156589269638062 (0.2040108835800385) | > loss_disc_real_4: 0.19804754853248596 (0.19797256111582637) | > loss_disc_real_5: 0.1847107857465744 (0.20044029949160372) | > loss_0: 2.0828800201416016 (2.1959376807336657) | > grad_norm_0: tensor(27.4105, device='cuda:0') (tensor(32.1266, device='cuda:0')) | > loss_gen: 3.151237964630127 (2.79962268329802) | > loss_kl: 1.7281404733657837 (1.7364443308347228) | > loss_feat: 9.554769515991211 (8.378413032143651) | > loss_mel: 13.880855560302734 (13.43034249260312) | > loss_duration: 1.7220802307128906 (1.6932451954651704) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.03708267211914 (28.038067730990328) | > grad_norm_1: tensor(848.0321, device='cuda:0') (tensor(672.2696, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.796 (0.848085576837713) | > loader_time: 0.0094 (0.009881023204687867)  --> TIME: 2025-05-09 19:01:02 -- STEP: 512/725 -- GLOBAL_STEP: 167450 | > loss_disc: 2.162731409072876 (2.195871363161129) | > loss_disc_real_0: 0.11825055629014969 (0.13788809740071875) | > loss_disc_real_1: 0.18348990380764008 (0.19324457223410715) | > loss_disc_real_2: 0.19271835684776306 (0.18773821907234384) | > loss_disc_real_3: 0.20527493953704834 (0.2041457635641563) | > loss_disc_real_4: 0.17948828637599945 (0.19803743730881251) | > loss_disc_real_5: 0.1902640461921692 (0.20029816046007914) | > loss_0: 2.162731409072876 (2.195871363161129) | > grad_norm_0: tensor(12.1765, device='cuda:0') (tensor(32.2709, device='cuda:0')) | > loss_gen: 2.8353211879730225 (2.8018008591607213) | > loss_kl: 1.8864177465438843 (1.7366230697371063) | > loss_feat: 8.992009162902832 (8.38269063830375) | > loss_mel: 14.238248825073242 (13.457174059003592) | > loss_duration: 1.6382757425308228 (1.6937358712311834) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.590272903442383 (28.072024486958984) | > grad_norm_1: tensor(415.1945, device='cuda:0') (tensor(681.1028, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8519 (0.8490781104192138) | > loader_time: 0.0096 (0.009869485627859827)  --> TIME: 2025-05-09 19:01:45 -- STEP: 562/725 -- GLOBAL_STEP: 167500 | > loss_disc: 2.101945400238037 (2.195181056910135) | > loss_disc_real_0: 0.10968932509422302 (0.13835104259917522) | > loss_disc_real_1: 0.1658354103565216 (0.19308887833059898) | > loss_disc_real_2: 0.16917239129543304 (0.187682513372966) | > loss_disc_real_3: 0.1684422492980957 (0.20393550191803755) | > loss_disc_real_4: 0.21889711916446686 (0.19805783208366817) | > loss_disc_real_5: 0.20937024056911469 (0.1997303875739889) | > loss_0: 2.101945400238037 (2.195181056910135) | > grad_norm_0: tensor(27.2417, device='cuda:0') (tensor(32.7209, device='cuda:0')) | > loss_gen: 2.8405039310455322 (2.803330855861677) | > loss_kl: 1.8306840658187866 (1.7375256230398428) | > loss_feat: 8.996816635131836 (8.390160981446392) | > loss_mel: 13.222697257995605 (13.46315702933858) | > loss_duration: 1.6665797233581543 (1.6936729707327602) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.557281494140625 (28.08784744493478) | > grad_norm_1: tensor(170.1383, device='cuda:0') (tensor(681.6641, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8857 (0.8484769236574817) | > loader_time: 0.0104 (0.009870023914079222)  --> TIME: 2025-05-09 19:02:28 -- STEP: 612/725 -- GLOBAL_STEP: 167550 | > loss_disc: 2.1493685245513916 (2.195642679929732) | > loss_disc_real_0: 0.1332269310951233 (0.138342523868226) | > loss_disc_real_1: 0.21901114284992218 (0.19311391080127044) | > loss_disc_real_2: 0.21641644835472107 (0.18769274532697558) | > loss_disc_real_3: 0.20561707019805908 (0.20408265672478015) | > loss_disc_real_4: 0.18026967346668243 (0.1981137719224482) | > loss_disc_real_5: 0.17694255709648132 (0.20008782411809853) | > loss_0: 2.1493685245513916 (2.195642679929732) | > grad_norm_0: tensor(31.2525, device='cuda:0') (tensor(32.4860, device='cuda:0')) | > loss_gen: 2.762073516845703 (2.8002392883394287) | > loss_kl: 1.7019963264465332 (1.7395015282958162) | > loss_feat: 9.040321350097656 (8.381696210188018) | > loss_mel: 14.12656307220459 (13.452170772490158) | > loss_duration: 1.6291759014129639 (1.6934882038169436) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.260129928588867 (28.067095977808137) | > grad_norm_1: tensor(844.3362, device='cuda:0') (tensor(683.4374, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8138 (0.8483620706726519) | > loader_time: 0.0086 (0.00987279415130615)  --> TIME: 2025-05-09 19:03:11 -- STEP: 662/725 -- GLOBAL_STEP: 167600 | > loss_disc: 2.273158073425293 (2.195057458567832) | > loss_disc_real_0: 0.1442752629518509 (0.13835226363443337) | > loss_disc_real_1: 0.2055194079875946 (0.19306565553310057) | > loss_disc_real_2: 0.17858242988586426 (0.1874937731603841) | > loss_disc_real_3: 0.19278454780578613 (0.20405943104237578) | > loss_disc_real_4: 0.22873802483081818 (0.1979524038979655) | > loss_disc_real_5: 0.21481826901435852 (0.2001028433892303) | > loss_0: 2.273158073425293 (2.195057458567832) | > grad_norm_0: tensor(21.4687, device='cuda:0') (tensor(32.5021, device='cuda:0')) | > loss_gen: 2.6864593029022217 (2.799887758727521) | > loss_kl: 1.7219806909561157 (1.7400026053100195) | > loss_feat: 7.949186325073242 (8.380457134045137) | > loss_mel: 13.339192390441895 (13.456635331099127) | > loss_duration: 1.7128840684890747 (1.6940355848329665) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.409704208374023 (28.071018394746808) | > grad_norm_1: tensor(200.9694, device='cuda:0') (tensor(683.4747, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8734 (0.8477181181806809) | > loader_time: 0.0106 (0.009856483007125624)  --> TIME: 2025-05-09 19:03:54 -- STEP: 712/725 -- GLOBAL_STEP: 167650 | > loss_disc: 2.3350071907043457 (2.1963422713654728) | > loss_disc_real_0: 0.1542651206254959 (0.1390478360006227) | > loss_disc_real_1: 0.19737178087234497 (0.192909453440918) | > loss_disc_real_2: 0.19700659811496735 (0.1876905496242676) | > loss_disc_real_3: 0.2184426635503769 (0.20421197715351413) | > loss_disc_real_4: 0.1978818029165268 (0.19799748990224328) | > loss_disc_real_5: 0.20538832247257233 (0.200311222814777) | > loss_0: 2.3350071907043457 (2.1963422713654728) | > grad_norm_0: tensor(37.7061, device='cuda:0') (tensor(32.6422, device='cuda:0')) | > loss_gen: 2.5315098762512207 (2.8002058150393245) | > loss_kl: 1.839110016822815 (1.740381746144777) | > loss_feat: 6.580887794494629 (8.38023513689469) | > loss_mel: 10.926885604858398 (13.456906239638167) | > loss_duration: 1.6915968656539917 (1.6938741925392258) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.569990158081055 (28.071603110667024) | > grad_norm_1: tensor(738.7233, device='cuda:0') (tensor(680.2336, device='cuda:0')) | > current_lr_0: 0.0001958680193500774 | > current_lr_1: 0.0001958680193500774 | > step_time: 0.8143 (0.8476100229145432) | > loader_time: 0.0095 (0.00985879643579547)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2973318099975586 (2.2973318099975586) | > loss_disc_real_0: 0.11922871321439743 (0.11922871321439743) | > loss_disc_real_1: 0.23494425415992737 (0.23494425415992737) | > loss_disc_real_2: 0.1904185563325882 (0.1904185563325882) | > loss_disc_real_3: 0.20973989367485046 (0.20973989367485046) | > loss_disc_real_4: 0.24233822524547577 (0.24233822524547577) | > loss_disc_real_5: 0.2794508934020996 (0.2794508934020996) | > loss_0: 2.2973318099975586 (2.2973318099975586) | > loss_gen: 2.7144763469696045 (2.7144763469696045) | > loss_kl: 2.0503599643707275 (2.0503599643707275) | > loss_feat: 7.961104393005371 (7.961104393005371) | > loss_mel: 13.352972984313965 (13.352972984313965) | > loss_duration: 1.7039496898651123 (1.7039496898651123) | > loss_1: 27.782861709594727 (27.782861709594727)  --> STEP: 1 | > loss_disc: 2.23391056060791 (2.23391056060791) | > loss_disc_real_0: 0.10277053713798523 (0.10277053713798523) | > loss_disc_real_1: 0.21910707652568817 (0.21910707652568817) | > loss_disc_real_2: 0.20214776694774628 (0.20214776694774628) | > loss_disc_real_3: 0.1914236694574356 (0.1914236694574356) | > loss_disc_real_4: 0.2346348911523819 (0.2346348911523819) | > loss_disc_real_5: 0.2281418889760971 (0.2281418889760971) | > loss_0: 2.23391056060791 (2.23391056060791) | > loss_gen: 2.659519672393799 (2.659519672393799) | > loss_kl: 1.9157156944274902 (1.9157156944274902) | > loss_feat: 7.990847110748291 (7.990847110748291) | > loss_mel: 13.54255485534668 (13.54255485534668) | > loss_duration: 1.792311429977417 (1.792311429977417) | > loss_1: 27.90094757080078 (27.90094757080078)  --> STEP: 2 | > loss_disc: 2.311716079711914 (2.272813320159912) | > loss_disc_real_0: 0.11774082481861115 (0.11025568097829819) | > loss_disc_real_1: 0.2119302600622177 (0.21551866829395294) | > loss_disc_real_2: 0.20179781317710876 (0.20197279006242752) | > loss_disc_real_3: 0.2012520134449005 (0.19633784145116806) | > loss_disc_real_4: 0.23988696932792664 (0.23726093024015427) | > loss_disc_real_5: 0.23750446736812592 (0.2328231781721115) | > loss_0: 2.311716079711914 (2.272813320159912) | > loss_gen: 2.5853562355041504 (2.6224379539489746) | > loss_kl: 1.7584738731384277 (1.837094783782959) | > loss_feat: 7.516396999359131 (7.753622055053711) | > loss_mel: 13.315970420837402 (13.429262638092041) | > loss_duration: 1.8398183584213257 (1.8160648941993713) | > loss_1: 27.016016006469727 (27.458481788635254)  --> STEP: 3 | > loss_disc: 2.3097469806671143 (2.2851245403289795) | > loss_disc_real_0: 0.12065651267766953 (0.11372262487808864) | > loss_disc_real_1: 0.2247728705406189 (0.21860340237617493) | > loss_disc_real_2: 0.2011539340019226 (0.20169983804225922) | > loss_disc_real_3: 0.1967034488916397 (0.19645971059799194) | > loss_disc_real_4: 0.21496739983558655 (0.22982975343863168) | > loss_disc_real_5: 0.2572596073150635 (0.2409686545530955) | > loss_0: 2.3097469806671143 (2.2851245403289795) | > loss_gen: 2.603947639465332 (2.6162745157877603) | > loss_kl: 2.009127616882324 (1.8944390614827473) | > loss_feat: 7.7158308029174805 (7.741024971008301) | > loss_mel: 13.098871231079102 (13.319132169087728) | > loss_duration: 1.7930262088775635 (1.8083853324254353) | > loss_1: 27.220802307128906 (27.379255294799805)  --> STEP: 4 | > loss_disc: 2.3609344959259033 (2.3040770292282104) | > loss_disc_real_0: 0.11681824922561646 (0.11449653096497059) | > loss_disc_real_1: 0.2386564165353775 (0.22361665591597557) | > loss_disc_real_2: 0.17186196148395538 (0.19424036890268326) | > loss_disc_real_3: 0.20155243575572968 (0.19773289188742638) | > loss_disc_real_4: 0.23521026968955994 (0.23117488250136375) | > loss_disc_real_5: 0.28903526067733765 (0.25298530608415604) | > loss_0: 2.3609344959259033 (2.3040770292282104) | > loss_gen: 2.6040701866149902 (2.613223433494568) | > loss_kl: 1.9911015033721924 (1.9186046719551086) | > loss_feat: 8.524391174316406 (7.936866521835327) | > loss_mel: 13.051945686340332 (13.252335548400879) | > loss_duration: 1.7455812692642212 (1.7926843166351318) | > loss_1: 27.917089462280273 (27.513713836669922) --> EVAL PERFORMANCE | > avg_loader_time: 0.28484171628952026 (-0.026413798332214355) | > avg_loss_disc: 2.3040770292282104 (-0.03590470552444458) | > avg_loss_disc_real_0: 0.11449653096497059 (-0.03636469505727291) | > avg_loss_disc_real_1: 0.22361665591597557 (+0.029166951775550842) | > avg_loss_disc_real_2: 0.19424036890268326 (-0.039103731513023376) | > avg_loss_disc_real_3: 0.19773289188742638 (+0.006647452712059021) | > avg_loss_disc_real_4: 0.23117488250136375 (-0.018771588802337646) | > avg_loss_disc_real_5: 0.25298530608415604 (+0.039360083639621735) | > avg_loss_0: 2.3040770292282104 (-0.03590470552444458) | > avg_loss_gen: 2.613223433494568 (+0.06920486688613892) | > avg_loss_kl: 1.9186046719551086 (-0.04820898175239563) | > avg_loss_feat: 7.936866521835327 (+0.30047738552093506) | > avg_loss_mel: 13.252335548400879 (-0.03188633918762207) | > avg_loss_duration: 1.7926843166351318 (-0.00024321675300598145) | > avg_loss_1: 27.513713836669922 (+0.28934335708618164)  > EPOCH: 168/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 19:04:11)   --> TIME: 2025-05-09 19:04:45 -- STEP: 37/725 -- GLOBAL_STEP: 167700 | > loss_disc: 2.1122236251831055 (2.2247430891604036) | > loss_disc_real_0: 0.1475195288658142 (0.140289171321972) | > loss_disc_real_1: 0.16529901325702667 (0.19966629308623238) | > loss_disc_real_2: 0.16417518258094788 (0.19056528041491638) | > loss_disc_real_3: 0.18912702798843384 (0.2045971569982735) | > loss_disc_real_4: 0.16440163552761078 (0.19868789492426692) | > loss_disc_real_5: 0.19393864274024963 (0.20384643005358205) | > loss_0: 2.1122236251831055 (2.2247430891604036) | > grad_norm_0: tensor(47.8575, device='cuda:0') (tensor(28.6904, device='cuda:0')) | > loss_gen: 2.9274885654449463 (2.73967458106376) | > loss_kl: 1.716002345085144 (1.7879508765968117) | > loss_feat: 8.755122184753418 (8.14375269090807) | > loss_mel: 13.561470985412598 (13.341302974804028) | > loss_duration: 1.7053616046905518 (1.6934299662306502) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.665447235107422 (27.70611134090939) | > grad_norm_1: tensor(698.4496, device='cuda:0') (tensor(652.6103, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8511 (0.8599212814021755) | > loader_time: 0.0097 (0.009888417011982686)  --> TIME: 2025-05-09 19:05:29 -- STEP: 87/725 -- GLOBAL_STEP: 167750 | > loss_disc: 2.1751461029052734 (2.2077990345571226) | > loss_disc_real_0: 0.11486216634511948 (0.1386831991973964) | > loss_disc_real_1: 0.22202347218990326 (0.1957453573229669) | > loss_disc_real_2: 0.19370178878307343 (0.18839180212596368) | > loss_disc_real_3: 0.2028370052576065 (0.2058047283997481) | > loss_disc_real_4: 0.23015369474887848 (0.19931124870119418) | > loss_disc_real_5: 0.195823535323143 (0.20087934636521612) | > loss_0: 2.1751461029052734 (2.2077990345571226) | > grad_norm_0: tensor(22.0492, device='cuda:0') (tensor(30.8408, device='cuda:0')) | > loss_gen: 2.772073745727539 (2.7866639186596047) | > loss_kl: 1.6125702857971191 (1.751496556161464) | > loss_feat: 7.8566789627075195 (8.29031258067865) | > loss_mel: 12.537269592285156 (13.407782982135641) | > loss_duration: 1.6695959568023682 (1.696166031662075) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.44818878173828 (27.93242213369786) | > grad_norm_1: tensor(569.2980, device='cuda:0') (tensor(662.8225, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8302 (0.8538388246777414) | > loader_time: 0.0102 (0.009880216642357836)  --> TIME: 2025-05-09 19:06:12 -- STEP: 137/725 -- GLOBAL_STEP: 167800 | > loss_disc: 2.3125574588775635 (2.2102422566309463) | > loss_disc_real_0: 0.15069416165351868 (0.13834774668199293) | > loss_disc_real_1: 0.21689577400684357 (0.19583148068755213) | > loss_disc_real_2: 0.1828710436820984 (0.18858449965932944) | > loss_disc_real_3: 0.22731594741344452 (0.20588827415974473) | > loss_disc_real_4: 0.20157411694526672 (0.19885912613712087) | > loss_disc_real_5: 0.20963993668556213 (0.2011846640031703) | > loss_0: 2.3125574588775635 (2.2102422566309463) | > grad_norm_0: tensor(54.0633, device='cuda:0') (tensor(30.2730, device='cuda:0')) | > loss_gen: 2.5906519889831543 (2.7772879078440424) | > loss_kl: 1.6812000274658203 (1.7509108042194896) | > loss_feat: 6.888782024383545 (8.259173118285014) | > loss_mel: 11.466403007507324 (13.351083887754566) | > loss_duration: 1.6864233016967773 (1.6966569127827664) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.313461303710938 (27.835112578677435) | > grad_norm_1: tensor(646.2288, device='cuda:0') (tensor(675.4113, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8242 (0.8524660246215597) | > loader_time: 0.0088 (0.009739531217700373)  --> TIME: 2025-05-09 19:06:55 -- STEP: 187/725 -- GLOBAL_STEP: 167850 | > loss_disc: 2.1730217933654785 (2.203399853910356) | > loss_disc_real_0: 0.16226187348365784 (0.13766199438010931) | > loss_disc_real_1: 0.21131041646003723 (0.19484043734915107) | > loss_disc_real_2: 0.1914304941892624 (0.18808394877668366) | > loss_disc_real_3: 0.1939745843410492 (0.20459209207226256) | > loss_disc_real_4: 0.1522151678800583 (0.1979564573356812) | > loss_disc_real_5: 0.2368331402540207 (0.2015835382243528) | > loss_0: 2.1730217933654785 (2.203399853910356) | > grad_norm_0: tensor(46.4679, device='cuda:0') (tensor(30.6164, device='cuda:0')) | > loss_gen: 2.9324731826782227 (2.7795461448118655) | > loss_kl: 1.773371934890747 (1.7507110222138185) | > loss_feat: 8.798648834228516 (8.293443144323987) | > loss_mel: 13.86984920501709 (13.357441820562842) | > loss_duration: 1.7272497415542603 (1.6978510497088102) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.101593017578125 (27.878993233257436) | > grad_norm_1: tensor(720.8065, device='cuda:0') (tensor(686.2207, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.842 (0.8518564140095429) | > loader_time: 0.0096 (0.009811730308328716)  --> TIME: 2025-05-09 19:07:38 -- STEP: 237/725 -- GLOBAL_STEP: 167900 | > loss_disc: 2.157547950744629 (2.2046287668405213) | > loss_disc_real_0: 0.1477220058441162 (0.1371939756322006) | > loss_disc_real_1: 0.196880504488945 (0.1947493304808934) | > loss_disc_real_2: 0.17862367630004883 (0.1881701374104254) | > loss_disc_real_3: 0.18484805524349213 (0.20481178925258706) | > loss_disc_real_4: 0.170437291264534 (0.19827189356214386) | > loss_disc_real_5: 0.19781552255153656 (0.20227375419079496) | > loss_0: 2.157547950744629 (2.2046287668405213) | > grad_norm_0: tensor(42.0749, device='cuda:0') (tensor(30.4224, device='cuda:0')) | > loss_gen: 2.7858920097351074 (2.7752324116380915) | > loss_kl: 1.9705759286880493 (1.7539885808646931) | > loss_feat: 8.309319496154785 (8.278425218686783) | > loss_mel: 13.745546340942383 (13.322055840794045) | > loss_duration: 1.6789416074752808 (1.6963735683054864) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.490276336669922 (27.826075702779907) | > grad_norm_1: tensor(634.5671, device='cuda:0') (tensor(680.1307, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8299 (0.8521648580011938) | > loader_time: 0.0091 (0.00979065995679123)  --> TIME: 2025-05-09 19:08:22 -- STEP: 287/725 -- GLOBAL_STEP: 167950 | > loss_disc: 2.259002685546875 (2.2009567271541646) | > loss_disc_real_0: 0.1636510193347931 (0.13688330489895467) | > loss_disc_real_1: 0.2113642692565918 (0.1942813907350812) | > loss_disc_real_2: 0.1948472559452057 (0.18801147488143802) | > loss_disc_real_3: 0.22944730520248413 (0.20477556237360336) | > loss_disc_real_4: 0.21094964444637299 (0.19833885896496653) | > loss_disc_real_5: 0.19268396496772766 (0.20183185236171555) | > loss_0: 2.259002685546875 (2.2009567271541646) | > grad_norm_0: tensor(31.3368, device='cuda:0') (tensor(30.7920, device='cuda:0')) | > loss_gen: 2.7155401706695557 (2.7798932097099383) | > loss_kl: 1.7992477416992188 (1.748446142216593) | > loss_feat: 7.758923053741455 (8.292019850700992) | > loss_mel: 12.232008934020996 (13.334131659531016) | > loss_duration: 1.7055822610855103 (1.6961784699237306) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.211301803588867 (27.850669422216114) | > grad_norm_1: tensor(779.9921, device='cuda:0') (tensor(688.7750, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8133 (0.8513580506686963) | > loader_time: 0.0094 (0.009800474818159897)  --> TIME: 2025-05-09 19:09:05 -- STEP: 337/725 -- GLOBAL_STEP: 168000 | > loss_disc: 2.167513370513916 (2.2007462904078325) | > loss_disc_real_0: 0.13128875195980072 (0.1373973715641377) | > loss_disc_real_1: 0.1832418292760849 (0.1937770022394395) | > loss_disc_real_2: 0.20415668189525604 (0.187873167259403) | > loss_disc_real_3: 0.24779269099235535 (0.20448288051770783) | > loss_disc_real_4: 0.2633518576622009 (0.19831607829038742) | > loss_disc_real_5: 0.19432249665260315 (0.20167368548737083) | > loss_0: 2.167513370513916 (2.2007462904078325) | > grad_norm_0: tensor(37.4131, device='cuda:0') (tensor(30.7732, device='cuda:0')) | > loss_gen: 3.0581836700439453 (2.7806620548316223) | > loss_kl: 1.776600956916809 (1.7472237168150773) | > loss_feat: 9.49239444732666 (8.290728345469132) | > loss_mel: 14.897687911987305 (13.326770530610132) | > loss_duration: 1.676838994026184 (1.6951915230878383) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.90170669555664 (27.840576313369706) | > grad_norm_1: tensor(740.9128, device='cuda:0') (tensor(685.5710, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8871 (0.8515078993154916) | > loader_time: 0.0099 (0.009800045002108161) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_168000.pth  --> TIME: 2025-05-09 19:09:51 -- STEP: 387/725 -- GLOBAL_STEP: 168050 | > loss_disc: 2.160768985748291 (2.203169993035865) | > loss_disc_real_0: 0.23732346296310425 (0.13920814721082203) | > loss_disc_real_1: 0.22364294528961182 (0.19393581248223007) | > loss_disc_real_2: 0.17537562549114227 (0.18801290697829662) | > loss_disc_real_3: 0.21700802445411682 (0.20459841653820163) | > loss_disc_real_4: 0.1966003179550171 (0.19825364075581842) | > loss_disc_real_5: 0.23490244150161743 (0.201355953048674) | > loss_0: 2.160768985748291 (2.203169993035865) | > grad_norm_0: tensor(47.1929, device='cuda:0') (tensor(31.2676, device='cuda:0')) | > loss_gen: 3.228656053543091 (2.7849376146183475) | > loss_kl: 1.6662009954452515 (1.7430756603408541) | > loss_feat: 9.70678997039795 (8.296088297545756) | > loss_mel: 15.306897163391113 (13.351370281643343) | > loss_duration: 1.7851375341415405 (1.6952597685254513) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.693681716918945 (27.870731743115172) | > grad_norm_1: tensor(883.4039, device='cuda:0') (tensor(676.8819, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8466 (0.8513466868289682) | > loader_time: 0.0103 (0.009798082578397847)  --> TIME: 2025-05-09 19:10:34 -- STEP: 437/725 -- GLOBAL_STEP: 168100 | > loss_disc: 2.1204845905303955 (2.2040924821347367) | > loss_disc_real_0: 0.14657457172870636 (0.1388836170224901) | > loss_disc_real_1: 0.18351176381111145 (0.1938648931085381) | > loss_disc_real_2: 0.18564899265766144 (0.188015806763614) | > loss_disc_real_3: 0.2252441793680191 (0.20448261847212337) | > loss_disc_real_4: 0.2098507583141327 (0.1982291592476842) | > loss_disc_real_5: 0.21265098452568054 (0.20194624770151395) | > loss_0: 2.1204845905303955 (2.2040924821347367) | > grad_norm_0: tensor(46.7973, device='cuda:0') (tensor(31.0988, device='cuda:0')) | > loss_gen: 2.9182281494140625 (2.780933048414149) | > loss_kl: 1.79599928855896 (1.7462716236267266) | > loss_feat: 9.262030601501465 (8.285254758882855) | > loss_mel: 14.770902633666992 (13.328907032580346) | > loss_duration: 1.6693978309631348 (1.6954166389984724) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.41655921936035 (27.83678322362136) | > grad_norm_1: tensor(884.2959, device='cuda:0') (tensor(677.0598, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8877 (0.8518875703658884) | > loader_time: 0.0096 (0.009818623213255164)  --> TIME: 2025-05-09 19:11:18 -- STEP: 487/725 -- GLOBAL_STEP: 168150 | > loss_disc: 2.1792380809783936 (2.2060729627491784) | > loss_disc_real_0: 0.15129750967025757 (0.1391240793301337) | > loss_disc_real_1: 0.19169864058494568 (0.19371842086559934) | > loss_disc_real_2: 0.20077142119407654 (0.18818584519000509) | > loss_disc_real_3: 0.18528670072555542 (0.2046880994978872) | > loss_disc_real_4: 0.1974337249994278 (0.19847425833742227) | > loss_disc_real_5: 0.18979910016059875 (0.20189087111235154) | > loss_0: 2.1792380809783936 (2.2060729627491784) | > grad_norm_0: tensor(30.1594, device='cuda:0') (tensor(30.7874, device='cuda:0')) | > loss_gen: 2.934576988220215 (2.7786703232132695) | > loss_kl: 1.6677348613739014 (1.7406246537300598) | > loss_feat: 8.444131851196289 (8.27550677450286) | > loss_mel: 13.523529052734375 (13.327269840044655) | > loss_duration: 1.6765530109405518 (1.6959720309020558) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.24652671813965 (27.818043738175223) | > grad_norm_1: tensor(791.3714, device='cuda:0') (tensor(676.3276, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.831 (0.8525476230488176) | > loader_time: 0.0094 (0.009835583473377898)  --> TIME: 2025-05-09 19:12:02 -- STEP: 537/725 -- GLOBAL_STEP: 168200 | > loss_disc: 2.282775402069092 (2.204974390496979) | > loss_disc_real_0: 0.11327299475669861 (0.13897358275103594) | > loss_disc_real_1: 0.225289985537529 (0.19411257256231715) | > loss_disc_real_2: 0.20035359263420105 (0.18805618240069627) | > loss_disc_real_3: 0.2254619002342224 (0.20469172279484005) | > loss_disc_real_4: 0.20333409309387207 (0.19841704777055164) | > loss_disc_real_5: 0.17923633754253387 (0.20171089101326087) | > loss_0: 2.282775402069092 (2.204974390496979) | > grad_norm_0: tensor(9.3986, device='cuda:0') (tensor(30.8509, device='cuda:0')) | > loss_gen: 2.518362045288086 (2.781352480918559) | > loss_kl: 1.7275546789169312 (1.7408210884925375) | > loss_feat: 7.707096576690674 (8.290496460330331) | > loss_mel: 12.20069694519043 (13.354787645393246) | > loss_duration: 1.7387003898620605 (1.6959854326656632) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.892412185668945 (27.863443218351968) | > grad_norm_1: tensor(468.7991, device='cuda:0') (tensor(678.0898, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8585 (0.8529604480253251) | > loader_time: 0.0091 (0.009867010169855046)  --> TIME: 2025-05-09 19:12:45 -- STEP: 587/725 -- GLOBAL_STEP: 168250 | > loss_disc: 2.332425832748413 (2.2044000022456047) | > loss_disc_real_0: 0.18431568145751953 (0.13877140380302508) | > loss_disc_real_1: 0.19046784937381744 (0.19399077251071212) | > loss_disc_real_2: 0.21160180866718292 (0.18805948587759586) | > loss_disc_real_3: 0.20072413980960846 (0.20469600066314161) | > loss_disc_real_4: 0.20865163207054138 (0.1984744447154933) | > loss_disc_real_5: 0.2147754728794098 (0.20154486594045787) | > loss_0: 2.332425832748413 (2.2044000022456047) | > grad_norm_0: tensor(29.9965, device='cuda:0') (tensor(31.0727, device='cuda:0')) | > loss_gen: 2.5277469158172607 (2.782437496737687) | > loss_kl: 1.6758390665054321 (1.741061110512768) | > loss_feat: 6.736125469207764 (8.288533615294263) | > loss_mel: 10.776246070861816 (13.343951369875338) | > loss_duration: 1.6672191619873047 (1.6954796830068442) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.383174896240234 (27.851463376358794) | > grad_norm_1: tensor(504.8565, device='cuda:0') (tensor(680.1700, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8563 (0.85332943877329) | > loader_time: 0.0094 (0.009873393853234678)  --> TIME: 2025-05-09 19:13:28 -- STEP: 637/725 -- GLOBAL_STEP: 168300 | > loss_disc: 2.1788487434387207 (2.204962478140648) | > loss_disc_real_0: 0.1290731281042099 (0.1391844917995214) | > loss_disc_real_1: 0.2026054710149765 (0.19395564056734085) | > loss_disc_real_2: 0.17786017060279846 (0.18820407011164594) | > loss_disc_real_3: 0.19977974891662598 (0.20459725374423166) | > loss_disc_real_4: 0.16956780850887299 (0.1984249214689998) | > loss_disc_real_5: 0.2067323625087738 (0.201635412134967) | > loss_0: 2.1788487434387207 (2.204962478140648) | > grad_norm_0: tensor(15.2945, device='cuda:0') (tensor(30.9859, device='cuda:0')) | > loss_gen: 2.6652374267578125 (2.7814205482578735) | > loss_kl: 1.800273060798645 (1.7392724671955202) | > loss_feat: 8.72667121887207 (8.287094557865446) | > loss_mel: 13.338990211486816 (13.338086256988381) | > loss_duration: 1.671126127243042 (1.6949914007022202) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.20229721069336 (27.84086532532889) | > grad_norm_1: tensor(121.6140, device='cuda:0') (tensor(673.4788, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8497 (0.8532066558556426) | > loader_time: 0.0104 (0.009872076088442719)  --> TIME: 2025-05-09 19:14:11 -- STEP: 687/725 -- GLOBAL_STEP: 168350 | > loss_disc: 2.2498106956481934 (2.2046263346331973) | > loss_disc_real_0: 0.10171739012002945 (0.13894572465787638) | > loss_disc_real_1: 0.21115455031394958 (0.19399969615964036) | > loss_disc_real_2: 0.2164033055305481 (0.18821722277734299) | > loss_disc_real_3: 0.19486236572265625 (0.20454597557736276) | > loss_disc_real_4: 0.20671173930168152 (0.19854410788724872) | > loss_disc_real_5: 0.16316959261894226 (0.20169543590955166) | > loss_0: 2.2498106956481934 (2.2046263346331973) | > grad_norm_0: tensor(37.7595, device='cuda:0') (tensor(30.8427, device='cuda:0')) | > loss_gen: 2.7907638549804688 (2.7810561375847023) | > loss_kl: 1.5825241804122925 (1.738814054271193) | > loss_feat: 8.35818862915039 (8.289785659295848) | > loss_mel: 13.835643768310547 (13.340416509858732) | > loss_duration: 1.689165711402893 (1.6948501638623474) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.256284713745117 (27.844922619615584) | > grad_norm_1: tensor(821.2153, device='cuda:0') (tensor(675.1926, device='cuda:0')) | > current_lr_0: 0.00019584353584765863 | > current_lr_1: 0.00019584353584765863 | > step_time: 0.8732 (0.8525039042621371) | > loader_time: 0.0095 (0.009865438400224137)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1630375385284424 (2.1630375385284424) | > loss_disc_real_0: 0.08901392668485641 (0.08901392668485641) | > loss_disc_real_1: 0.16184204816818237 (0.16184204816818237) | > loss_disc_real_2: 0.2212924063205719 (0.2212924063205719) | > loss_disc_real_3: 0.20632213354110718 (0.20632213354110718) | > loss_disc_real_4: 0.24258242547512054 (0.24258242547512054) | > loss_disc_real_5: 0.24022428691387177 (0.24022428691387177) | > loss_0: 2.1630375385284424 (2.1630375385284424) | > loss_gen: 2.7478959560394287 (2.7478959560394287) | > loss_kl: 2.069949150085449 (2.069949150085449) | > loss_feat: 8.776389122009277 (8.776389122009277) | > loss_mel: 15.165487289428711 (15.165487289428711) | > loss_duration: 1.6777043342590332 (1.6777043342590332) | > loss_1: 30.43742561340332 (30.43742561340332)  --> STEP: 1 | > loss_disc: 2.3191728591918945 (2.3191728591918945) | > loss_disc_real_0: 0.09885750710964203 (0.09885750710964203) | > loss_disc_real_1: 0.16159406304359436 (0.16159406304359436) | > loss_disc_real_2: 0.23467636108398438 (0.23467636108398438) | > loss_disc_real_3: 0.219332754611969 (0.219332754611969) | > loss_disc_real_4: 0.24456679821014404 (0.24456679821014404) | > loss_disc_real_5: 0.24521510303020477 (0.24521510303020477) | > loss_0: 2.3191728591918945 (2.3191728591918945) | > loss_gen: 2.5322072505950928 (2.5322072505950928) | > loss_kl: 2.160792589187622 (2.160792589187622) | > loss_feat: 8.021477699279785 (8.021477699279785) | > loss_mel: 13.630496978759766 (13.630496978759766) | > loss_duration: 1.794722318649292 (1.794722318649292) | > loss_1: 28.13969612121582 (28.13969612121582)  --> STEP: 2 | > loss_disc: 2.2656683921813965 (2.2924206256866455) | > loss_disc_real_0: 0.10583117604255676 (0.1023443415760994) | > loss_disc_real_1: 0.16050602495670319 (0.16105004400014877) | > loss_disc_real_2: 0.22205397486686707 (0.22836516797542572) | > loss_disc_real_3: 0.23185765743255615 (0.22559520602226257) | > loss_disc_real_4: 0.253244549036026 (0.24890567362308502) | > loss_disc_real_5: 0.2457726001739502 (0.24549385160207748) | > loss_0: 2.2656683921813965 (2.2924206256866455) | > loss_gen: 2.7124738693237305 (2.6223405599594116) | > loss_kl: 1.7109838724136353 (1.9358882308006287) | > loss_feat: 7.902771949768066 (7.962124824523926) | > loss_mel: 13.677799224853516 (13.65414810180664) | > loss_duration: 1.863028645515442 (1.828875482082367) | > loss_1: 27.86705780029297 (28.003376960754395)  --> STEP: 3 | > loss_disc: 2.2529923915863037 (2.2792778809865317) | > loss_disc_real_0: 0.10486678779125214 (0.10318515698115031) | > loss_disc_real_1: 0.16134372353553772 (0.16114793717861176) | > loss_disc_real_2: 0.21751554310321808 (0.2247486263513565) | > loss_disc_real_3: 0.18713265657424927 (0.21277435620625815) | > loss_disc_real_4: 0.2569906711578369 (0.25160067280133563) | > loss_disc_real_5: 0.22355146706104279 (0.23817972342173258) | > loss_0: 2.2529923915863037 (2.2792778809865317) | > loss_gen: 2.6438870429992676 (2.629522720972697) | > loss_kl: 2.009767532348633 (1.9605146646499634) | > loss_feat: 8.253952026367188 (8.05940055847168) | > loss_mel: 14.343228340148926 (13.883841514587402) | > loss_duration: 1.8019882440567017 (1.8199130694071453) | > loss_1: 29.052824020385742 (28.353192647298176)  --> STEP: 4 | > loss_disc: 2.368417501449585 (2.301562786102295) | > loss_disc_real_0: 0.12070976942777634 (0.10756631009280682) | > loss_disc_real_1: 0.17201438546180725 (0.16386454924941063) | > loss_disc_real_2: 0.2179359346628189 (0.2230454534292221) | > loss_disc_real_3: 0.20199260115623474 (0.2100789174437523) | > loss_disc_real_4: 0.24006539583206177 (0.24871685355901718) | > loss_disc_real_5: 0.22728689014911652 (0.23545651510357857) | > loss_0: 2.368417501449585 (2.301562786102295) | > loss_gen: 2.380208969116211 (2.5671942830085754) | > loss_kl: 1.9231011867523193 (1.9511612951755524) | > loss_feat: 7.3843488693237305 (7.890637636184692) | > loss_mel: 11.929265022277832 (13.39519739151001) | > loss_duration: 1.7466224431991577 (1.8015904128551483) | > loss_1: 25.36354637145996 (27.605781078338623) --> EVAL PERFORMANCE | > avg_loader_time: 0.2900635004043579 (+0.0052217841148376465) | > avg_loss_disc: 2.301562786102295 (-0.0025142431259155273) | > avg_loss_disc_real_0: 0.10756631009280682 (-0.006930220872163773) | > avg_loss_disc_real_1: 0.16386454924941063 (-0.05975210666656494) | > avg_loss_disc_real_2: 0.2230454534292221 (+0.02880508452653885) | > avg_loss_disc_real_3: 0.2100789174437523 (+0.012346025556325912) | > avg_loss_disc_real_4: 0.24871685355901718 (+0.017541971057653427) | > avg_loss_disc_real_5: 0.23545651510357857 (-0.01752879098057747) | > avg_loss_0: 2.301562786102295 (-0.0025142431259155273) | > avg_loss_gen: 2.5671942830085754 (-0.04602915048599243) | > avg_loss_kl: 1.9511612951755524 (+0.032556623220443726) | > avg_loss_feat: 7.890637636184692 (-0.046228885650634766) | > avg_loss_mel: 13.39519739151001 (+0.14286184310913086) | > avg_loss_duration: 1.8015904128551483 (+0.00890609622001648) | > avg_loss_1: 27.605781078338623 (+0.09206724166870117)  > EPOCH: 169/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 19:14:50)   --> TIME: 2025-05-09 19:15:03 -- STEP: 12/725 -- GLOBAL_STEP: 168400 | > loss_disc: 2.3006691932678223 (2.235549827416738) | > loss_disc_real_0: 0.12454453110694885 (0.14244633230070272) | > loss_disc_real_1: 0.20442235469818115 (0.19666709626714388) | > loss_disc_real_2: 0.20560500025749207 (0.1943801778058211) | > loss_disc_real_3: 0.2296276092529297 (0.21044925600290298) | > loss_disc_real_4: 0.19372357428073883 (0.1989731639623642) | > loss_disc_real_5: 0.2304999679327011 (0.2102242944141229) | > loss_0: 2.3006691932678223 (2.235549827416738) | > grad_norm_0: tensor(18.1132, device='cuda:0') (tensor(34.9065, device='cuda:0')) | > loss_gen: 2.5889196395874023 (2.7490633726119995) | > loss_kl: 1.7757169008255005 (1.724617024262746) | > loss_feat: 7.2119598388671875 (8.002862334251404) | > loss_mel: 12.160655975341797 (13.235188325246176) | > loss_duration: 1.7228827476501465 (1.6958846648534138) | > amp_scaler: 256.0 (149.33333333333334) | > loss_1: 25.460134506225586 (27.407616297403973) | > grad_norm_1: tensor(714.5563, device='cuda:0') (tensor(629.7963, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8329 (0.834490180015564) | > loader_time: 0.0091 (0.010273675123850504)  --> TIME: 2025-05-09 19:15:47 -- STEP: 62/725 -- GLOBAL_STEP: 168450 | > loss_disc: 2.2836761474609375 (2.206259856300969) | > loss_disc_real_0: 0.12940047681331635 (0.14283279942408686) | > loss_disc_real_1: 0.18550662696361542 (0.1945567022888891) | > loss_disc_real_2: 0.20119193196296692 (0.18780928057047624) | > loss_disc_real_3: 0.21301677823066711 (0.20489832013845444) | > loss_disc_real_4: 0.20584027469158173 (0.19847462134015176) | > loss_disc_real_5: 0.1929120570421219 (0.19891572094732715) | > loss_0: 2.2836761474609375 (2.206259856300969) | > grad_norm_0: tensor(21.0319, device='cuda:0') (tensor(33.2105, device='cuda:0')) | > loss_gen: 2.8919925689697266 (2.8163969093753445) | > loss_kl: 1.7664097547531128 (1.7544377061628527) | > loss_feat: 7.45473051071167 (8.336994132687963) | > loss_mel: 12.709108352661133 (13.395212619535384) | > loss_duration: 1.7475008964538574 (1.6887202743561036) | > amp_scaler: 256.0 (235.3548387096774) | > loss_1: 26.56974220275879 (27.991761884381695) | > grad_norm_1: tensor(699.4257, device='cuda:0') (tensor(642.8995, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8452 (0.8607905141768917) | > loader_time: 0.009 (0.010192574993256598)  --> TIME: 2025-05-09 19:16:30 -- STEP: 112/725 -- GLOBAL_STEP: 168500 | > loss_disc: 2.1684558391571045 (2.2079460993409152) | > loss_disc_real_0: 0.13022224605083466 (0.13990680919960144) | > loss_disc_real_1: 0.19467578828334808 (0.19452691929680957) | > loss_disc_real_2: 0.18530935049057007 (0.18803542918924773) | > loss_disc_real_3: 0.21977642178535461 (0.20497726595827512) | > loss_disc_real_4: 0.19555015861988068 (0.19932900701782533) | > loss_disc_real_5: 0.20417211949825287 (0.20099918038717343) | > loss_0: 2.1684558391571045 (2.2079460993409152) | > grad_norm_0: tensor(28.6448, device='cuda:0') (tensor(31.0351, device='cuda:0')) | > loss_gen: 2.90020489692688 (2.7924980946949547) | > loss_kl: 1.6453428268432617 (1.737803424043315) | > loss_feat: 8.358792304992676 (8.251931961093623) | > loss_mel: 13.668790817260742 (13.34893468448094) | > loss_duration: 1.704513669013977 (1.693199411034584) | > amp_scaler: 256.0 (244.57142857142858) | > loss_1: 28.277645111083984 (27.824367659432546) | > grad_norm_1: tensor(839.9799, device='cuda:0') (tensor(637.9251, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8224 (0.8542318429265702) | > loader_time: 0.0095 (0.010112011006900248)  --> TIME: 2025-05-09 19:17:13 -- STEP: 162/725 -- GLOBAL_STEP: 168550 | > loss_disc: 2.2436888217926025 (2.2043559735203955) | > loss_disc_real_0: 0.10727174580097198 (0.13936537485799677) | > loss_disc_real_1: 0.18841946125030518 (0.19352068126569558) | > loss_disc_real_2: 0.20848296582698822 (0.1890802085399628) | > loss_disc_real_3: 0.21187865734100342 (0.20417553177218378) | > loss_disc_real_4: 0.1935652494430542 (0.19877357173849036) | > loss_disc_real_5: 0.21987472474575043 (0.20148608198872323) | > loss_0: 2.2436888217926025 (2.2043559735203955) | > grad_norm_0: tensor(30.7954, device='cuda:0') (tensor(31.0059, device='cuda:0')) | > loss_gen: 2.736144781112671 (2.7906827293796304) | > loss_kl: 1.647829294204712 (1.7405748352592374) | > loss_feat: 8.107137680053711 (8.283591285163963) | > loss_mel: 13.487991333007812 (13.374403712190228) | > loss_duration: 1.6512138843536377 (1.6929533040082012) | > amp_scaler: 256.0 (248.09876543209876) | > loss_1: 27.63031768798828 (27.882205998456037) | > grad_norm_1: tensor(718.0677, device='cuda:0') (tensor(650.7352, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8291 (0.8533901829778412) | > loader_time: 0.0096 (0.010123828311025361)  --> TIME: 2025-05-09 19:17:57 -- STEP: 212/725 -- GLOBAL_STEP: 168600 | > loss_disc: 2.172447681427002 (2.2098721867462343) | > loss_disc_real_0: 0.14592908322811127 (0.14222500645467692) | > loss_disc_real_1: 0.18222995102405548 (0.1938863542141779) | > loss_disc_real_2: 0.20847928524017334 (0.18956962923677462) | > loss_disc_real_3: 0.22276824712753296 (0.20456956214499925) | > loss_disc_real_4: 0.1981106698513031 (0.19928044024503455) | > loss_disc_real_5: 0.1849026381969452 (0.20050370011408378) | > loss_0: 2.172447681427002 (2.2098721867462343) | > grad_norm_0: tensor(37.4229, device='cuda:0') (tensor(32.1434, device='cuda:0')) | > loss_gen: 2.9934515953063965 (2.7868758934848725) | > loss_kl: 1.5744130611419678 (1.7367569478052967) | > loss_feat: 9.585519790649414 (8.287262619666322) | > loss_mel: 15.208419799804688 (13.377848089865918) | > loss_duration: 1.6957536935806274 (1.6930981452734966) | > amp_scaler: 256.0 (249.96226415094338) | > loss_1: 31.057558059692383 (27.88184179449981) | > grad_norm_1: tensor(764.0353, device='cuda:0') (tensor(644.2374, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8502 (0.8538206939427357) | > loader_time: 0.0093 (0.01009815144089033)  --> TIME: 2025-05-09 19:18:40 -- STEP: 262/725 -- GLOBAL_STEP: 168650 | > loss_disc: 2.1586430072784424 (2.206689039714461) | > loss_disc_real_0: 0.09673463553190231 (0.1405944830759336) | > loss_disc_real_1: 0.21816283464431763 (0.19391223065953214) | > loss_disc_real_2: 0.1969415843486786 (0.1899162462080708) | > loss_disc_real_3: 0.17586269974708557 (0.20419835987436863) | > loss_disc_real_4: 0.1743619740009308 (0.1991458009672529) | > loss_disc_real_5: 0.19953671097755432 (0.20077129157672405) | > loss_0: 2.1586430072784424 (2.206689039714461) | > grad_norm_0: tensor(20.1098, device='cuda:0') (tensor(31.5319, device='cuda:0')) | > loss_gen: 2.869839906692505 (2.7844980882324344) | > loss_kl: 1.574579119682312 (1.731284093765812) | > loss_feat: 8.097742080688477 (8.296583326718265) | > loss_mel: 13.345734596252441 (13.38089527610604) | > loss_duration: 1.679009199142456 (1.6946848926653388) | > amp_scaler: 256.0 (251.1145038167939) | > loss_1: 27.566904067993164 (27.88794571388769) | > grad_norm_1: tensor(701.5410, device='cuda:0') (tensor(652.5131, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8911 (0.8526372263449749) | > loader_time: 0.0101 (0.010027285750585658)  --> TIME: 2025-05-09 19:19:23 -- STEP: 312/725 -- GLOBAL_STEP: 168700 | > loss_disc: 2.1503536701202393 (2.2094978266037395) | > loss_disc_real_0: 0.12969648838043213 (0.14130496692198974) | > loss_disc_real_1: 0.20669294893741608 (0.19390284757201479) | > loss_disc_real_2: 0.16728433966636658 (0.1900070796792325) | > loss_disc_real_3: 0.2007102370262146 (0.2045004062641125) | > loss_disc_real_4: 0.19340668618679047 (0.1994112582925039) | > loss_disc_real_5: 0.183048278093338 (0.20125583745539194) | > loss_0: 2.1503536701202393 (2.2094978266037395) | > grad_norm_0: tensor(33.2573, device='cuda:0') (tensor(31.4381, device='cuda:0')) | > loss_gen: 2.7553789615631104 (2.78408404497) | > loss_kl: 1.8427808284759521 (1.7246557176113135) | > loss_feat: 8.621047019958496 (8.28619971947791) | > loss_mel: 13.73862361907959 (13.35853370336386) | > loss_duration: 1.7186005115509033 (1.694297465376365) | > amp_scaler: 256.0 (251.89743589743588) | > loss_1: 28.67643165588379 (27.847770745937634) | > grad_norm_1: tensor(825.4221, device='cuda:0') (tensor(644.3732, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8781 (0.8517127625453165) | > loader_time: 0.0099 (0.009982584378658196)  --> TIME: 2025-05-09 19:20:06 -- STEP: 362/725 -- GLOBAL_STEP: 168750 | > loss_disc: 2.3878252506256104 (2.2101395568136324) | > loss_disc_real_0: 0.18255572021007538 (0.14057557235435897) | > loss_disc_real_1: 0.19165350496768951 (0.19404407784095784) | > loss_disc_real_2: 0.20270906388759613 (0.18995233053001917) | > loss_disc_real_3: 0.19141894578933716 (0.20462226386063662) | > loss_disc_real_4: 0.23094956576824188 (0.19921816811377177) | > loss_disc_real_5: 0.20294925570487976 (0.2017791675434587) | > loss_0: 2.3878252506256104 (2.2101395568136324) | > grad_norm_0: tensor(45.7560, device='cuda:0') (tensor(31.3880, device='cuda:0')) | > loss_gen: 2.6473710536956787 (2.778412419788089) | > loss_kl: 1.805617094039917 (1.7262356254935929) | > loss_feat: 7.476393699645996 (8.26854777863011) | > loss_mel: 12.160442352294922 (13.346996441730479) | > loss_duration: 1.6368131637573242 (1.6926180539210198) | > amp_scaler: 256.0 (252.46408839779005) | > loss_1: 25.726638793945312 (27.812810418355525) | > grad_norm_1: tensor(632.8364, device='cuda:0') (tensor(651.2087, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8538 (0.8512932200458166) | > loader_time: 0.0097 (0.009948069878046025)  --> TIME: 2025-05-09 19:20:50 -- STEP: 412/725 -- GLOBAL_STEP: 168800 | > loss_disc: 2.2774248123168945 (2.2118711433943004) | > loss_disc_real_0: 0.15621477365493774 (0.14086083277553624) | > loss_disc_real_1: 0.18941378593444824 (0.1943259676466289) | > loss_disc_real_2: 0.19045889377593994 (0.1900614305100974) | > loss_disc_real_3: 0.2066429704427719 (0.20476789399981496) | > loss_disc_real_4: 0.21341809630393982 (0.19950670607894372) | > loss_disc_real_5: 0.1893448829650879 (0.2019918385567596) | > loss_0: 2.2774248123168945 (2.2118711433943004) | > grad_norm_0: tensor(15.1478, device='cuda:0') (tensor(31.8485, device='cuda:0')) | > loss_gen: 2.623466968536377 (2.7785104212251697) | > loss_kl: 1.7977914810180664 (1.7309308254603049) | > loss_feat: 7.47822904586792 (8.259452454094736) | > loss_mel: 12.512051582336426 (13.34135041422057) | > loss_duration: 1.702304482460022 (1.6927237846318959) | > amp_scaler: 256.0 (252.89320388349515) | > loss_1: 26.113842010498047 (27.802967951135724) | > grad_norm_1: tensor(526.8785, device='cuda:0') (tensor(652.7276, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.856 (0.8525339312923763) | > loader_time: 0.0094 (0.009892965983418585)  --> TIME: 2025-05-09 19:21:33 -- STEP: 462/725 -- GLOBAL_STEP: 168850 | > loss_disc: 2.2490627765655518 (2.2131355559671064) | > loss_disc_real_0: 0.17146843671798706 (0.14063299039290078) | > loss_disc_real_1: 0.1873369663953781 (0.1943105442763923) | > loss_disc_real_2: 0.19711042940616608 (0.18984948376040445) | > loss_disc_real_3: 0.23399536311626434 (0.20508279712685257) | > loss_disc_real_4: 0.20380496978759766 (0.19931294559400323) | > loss_disc_real_5: 0.23184384405612946 (0.20258386065433553) | > loss_0: 2.2490627765655518 (2.2131355559671064) | > grad_norm_0: tensor(55.6044, device='cuda:0') (tensor(31.5944, device='cuda:0')) | > loss_gen: 2.7513647079467773 (2.775397204733516) | > loss_kl: 1.7385437488555908 (1.7311405364053079) | > loss_feat: 8.644343376159668 (8.261606141086263) | > loss_mel: 13.67701530456543 (13.358106627608791) | > loss_duration: 1.7141059637069702 (1.69252324955804) | > amp_scaler: 256.0 (253.22943722943722) | > loss_1: 28.525373458862305 (27.81877381048161) | > grad_norm_1: tensor(682.9609, device='cuda:0') (tensor(653.5092, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.7832 (0.8521098894474309) | > loader_time: 0.0102 (0.009872562441474948)  --> TIME: 2025-05-09 19:22:16 -- STEP: 512/725 -- GLOBAL_STEP: 168900 | > loss_disc: 2.1985888481140137 (2.214021651772781) | > loss_disc_real_0: 0.15368500351905823 (0.14104673505062248) | > loss_disc_real_1: 0.20294047892093658 (0.19400330953067169) | > loss_disc_real_2: 0.1796841323375702 (0.18964880850398919) | > loss_disc_real_3: 0.18178443610668182 (0.20499364574789067) | > loss_disc_real_4: 0.1678377389907837 (0.19919440025114457) | > loss_disc_real_5: 0.245610311627388 (0.202889555686852) | > loss_0: 2.1985888481140137 (2.214021651772781) | > grad_norm_0: tensor(32.5055, device='cuda:0') (tensor(31.7732, device='cuda:0')) | > loss_gen: 2.8643782138824463 (2.772482848260553) | > loss_kl: 1.9537123441696167 (1.7321273845154797) | > loss_feat: 7.805703639984131 (8.244985812343653) | > loss_mel: 12.94305419921875 (13.357639918103814) | > loss_duration: 1.6465028524398804 (1.6931015627924353) | > amp_scaler: 256.0 (253.5) | > loss_1: 27.213350296020508 (27.800337605178353) | > grad_norm_1: tensor(725.5836, device='cuda:0') (tensor(649.6901, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8583 (0.8514932519756256) | > loader_time: 0.0095 (0.00984838092699647)  --> TIME: 2025-05-09 19:22:59 -- STEP: 562/725 -- GLOBAL_STEP: 168950 | > loss_disc: 2.2470591068267822 (2.2131478470415398) | > loss_disc_real_0: 0.19277004897594452 (0.14117990027171867) | > loss_disc_real_1: 0.18912653625011444 (0.19412296527857462) | > loss_disc_real_2: 0.20475077629089355 (0.18952534199291282) | > loss_disc_real_3: 0.2369571179151535 (0.20482397352567344) | > loss_disc_real_4: 0.18787844479084015 (0.19916742255254996) | > loss_disc_real_5: 0.2224424034357071 (0.20262572224984393) | > loss_0: 2.2470591068267822 (2.2131478470415398) | > grad_norm_0: tensor(18.5907, device='cuda:0') (tensor(31.9996, device='cuda:0')) | > loss_gen: 2.7533318996429443 (2.775806339610091) | > loss_kl: 1.6971147060394287 (1.7352049976481247) | > loss_feat: 8.086456298828125 (8.259332480379692) | > loss_mel: 13.128748893737793 (13.370290674772974) | > loss_duration: 1.668029546737671 (1.6932089623607351) | > amp_scaler: 256.0 (253.72241992882562) | > loss_1: 27.333681106567383 (27.83384354004232) | > grad_norm_1: tensor(545.9354, device='cuda:0') (tensor(649.2294, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8796 (0.8511833156130916) | > loader_time: 0.01 (0.009832640135415509)  --> TIME: 2025-05-09 19:23:42 -- STEP: 612/725 -- GLOBAL_STEP: 169000 | > loss_disc: 2.321397304534912 (2.213427550068089) | > loss_disc_real_0: 0.19699561595916748 (0.14113322944909917) | > loss_disc_real_1: 0.21793462336063385 (0.1941925453789094) | > loss_disc_real_2: 0.21413324773311615 (0.18940397933904654) | > loss_disc_real_3: 0.20907776057720184 (0.2047863882156758) | > loss_disc_real_4: 0.20410901308059692 (0.19921317720919654) | > loss_disc_real_5: 0.2305675894021988 (0.20271160341555788) | > loss_0: 2.321397304534912 (2.213427550068089) | > grad_norm_0: tensor(43.0650, device='cuda:0') (tensor(31.8606, device='cuda:0')) | > loss_gen: 2.7265026569366455 (2.7738555381500656) | > loss_kl: 1.7721556425094604 (1.7365011979941456) | > loss_feat: 7.549278736114502 (8.253125284232341) | > loss_mel: 12.144508361816406 (13.365835135279145) | > loss_duration: 1.615879774093628 (1.6927217358078057) | > amp_scaler: 256.0 (253.90849673202615) | > loss_1: 25.808324813842773 (27.822038974637298) | > grad_norm_1: tensor(560.2033, device='cuda:0') (tensor(654.1827, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8156 (0.8511853946579824) | > loader_time: 0.0092 (0.00983093065374038) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_169000.pth  --> TIME: 2025-05-09 19:24:28 -- STEP: 662/725 -- GLOBAL_STEP: 169050 | > loss_disc: 2.301825761795044 (2.2112973984274618) | > loss_disc_real_0: 0.13639084994792938 (0.14031261140396212) | > loss_disc_real_1: 0.20831921696662903 (0.1941594093407749) | > loss_disc_real_2: 0.18153440952301025 (0.18931653332584228) | > loss_disc_real_3: 0.1973244696855545 (0.2046275322305832) | > loss_disc_real_4: 0.20615379512310028 (0.19912819573346227) | > loss_disc_real_5: 0.19867391884326935 (0.20240759030209576) | > loss_0: 2.301825761795044 (2.2112973984274618) | > grad_norm_0: tensor(30.1980, device='cuda:0') (tensor(32.0364, device='cuda:0')) | > loss_gen: 2.523071527481079 (2.777341632324402) | > loss_kl: 1.758195400238037 (1.7353142933903152) | > loss_feat: 7.307321071624756 (8.261984224405879) | > loss_mel: 12.085007667541504 (13.378085362587095) | > loss_duration: 1.7144787311553955 (1.6929446183302614) | > amp_scaler: 256.0 (254.06646525679758) | > loss_1: 25.38807487487793 (27.845670210270722) | > grad_norm_1: tensor(731.7171, device='cuda:0') (tensor(658.7520, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8686 (0.8514053911600945) | > loader_time: 0.0109 (0.009847275079917329)  --> TIME: 2025-05-09 19:25:11 -- STEP: 712/725 -- GLOBAL_STEP: 169100 | > loss_disc: 2.18953800201416 (2.211701094936787) | > loss_disc_real_0: 0.1242603063583374 (0.1404190687881257) | > loss_disc_real_1: 0.189591646194458 (0.19410727951633797) | > loss_disc_real_2: 0.1911793351173401 (0.18923479098868512) | > loss_disc_real_3: 0.2014947533607483 (0.2046539666277639) | > loss_disc_real_4: 0.17079606652259827 (0.1989414656346434) | > loss_disc_real_5: 0.19664518535137177 (0.20261953046984896) | > loss_0: 2.18953800201416 (2.211701094936787) | > grad_norm_0: tensor(32.9981, device='cuda:0') (tensor(32.1113, device='cuda:0')) | > loss_gen: 2.767137289047241 (2.7757849160874795) | > loss_kl: 1.683696985244751 (1.7341137275602048) | > loss_feat: 7.482285976409912 (8.252623820572744) | > loss_mel: 12.394171714782715 (13.366687561688803) | > loss_duration: 1.6907122135162354 (1.6924328209643957) | > amp_scaler: 256.0 (254.20224719101122) | > loss_1: 26.018003463745117 (27.821642931927457) | > grad_norm_1: tensor(710.9830, device='cuda:0') (tensor(661.3624, device='cuda:0')) | > current_lr_0: 0.00019581905540567768 | > current_lr_1: 0.00019581905540567768 | > step_time: 0.8381 (0.8513730546731624) | > loader_time: 0.01 (0.009872369886784067)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1902506351470947 (2.1902506351470947) | > loss_disc_real_0: 0.10973333567380905 (0.10973333567380905) | > loss_disc_real_1: 0.1985875964164734 (0.1985875964164734) | > loss_disc_real_2: 0.1989075392484665 (0.1989075392484665) | > loss_disc_real_3: 0.16481053829193115 (0.16481053829193115) | > loss_disc_real_4: 0.17437173426151276 (0.17437173426151276) | > loss_disc_real_5: 0.2518036961555481 (0.2518036961555481) | > loss_0: 2.1902506351470947 (2.1902506351470947) | > loss_gen: 2.8230044841766357 (2.8230044841766357) | > loss_kl: 1.9059269428253174 (1.9059269428253174) | > loss_feat: 8.311136245727539 (8.311136245727539) | > loss_mel: 14.146395683288574 (14.146395683288574) | > loss_duration: 1.6782777309417725 (1.6782777309417725) | > loss_1: 28.8647403717041 (28.8647403717041)  --> STEP: 1 | > loss_disc: 2.0551846027374268 (2.0551846027374268) | > loss_disc_real_0: 0.09178397059440613 (0.09178397059440613) | > loss_disc_real_1: 0.20291268825531006 (0.20291268825531006) | > loss_disc_real_2: 0.19193945825099945 (0.19193945825099945) | > loss_disc_real_3: 0.16002623736858368 (0.16002623736858368) | > loss_disc_real_4: 0.17397959530353546 (0.17397959530353546) | > loss_disc_real_5: 0.26413506269454956 (0.26413506269454956) | > loss_0: 2.0551846027374268 (2.0551846027374268) | > loss_gen: 3.064598321914673 (3.064598321914673) | > loss_kl: 2.120154619216919 (2.120154619216919) | > loss_feat: 9.351508140563965 (9.351508140563965) | > loss_mel: 15.139631271362305 (15.139631271362305) | > loss_duration: 1.753814935684204 (1.753814935684204) | > loss_1: 31.429706573486328 (31.429706573486328)  --> STEP: 2 | > loss_disc: 2.095108985900879 (2.075146794319153) | > loss_disc_real_0: 0.10822403430938721 (0.10000400245189667) | > loss_disc_real_1: 0.2091292291879654 (0.20602095872163773) | > loss_disc_real_2: 0.21171750128269196 (0.2018284797668457) | > loss_disc_real_3: 0.15895599126815796 (0.15949111431837082) | > loss_disc_real_4: 0.16522745788097382 (0.16960352659225464) | > loss_disc_real_5: 0.22324541211128235 (0.24369023740291595) | > loss_0: 2.095108985900879 (2.075146794319153) | > loss_gen: 2.9525623321533203 (3.0085803270339966) | > loss_kl: 1.8440226316452026 (1.9820886254310608) | > loss_feat: 8.427057266235352 (8.889282703399658) | > loss_mel: 13.273152351379395 (14.20639181137085) | > loss_duration: 1.8360416889190674 (1.7949283123016357) | > loss_1: 28.332836151123047 (29.881271362304688)  --> STEP: 3 | > loss_disc: 2.0321178436279297 (2.0608038107554116) | > loss_disc_real_0: 0.1048964336514473 (0.10163481285174687) | > loss_disc_real_1: 0.20741930603981018 (0.20648707449436188) | > loss_disc_real_2: 0.1991511583328247 (0.2009360392888387) | > loss_disc_real_3: 0.15085671842098236 (0.15661298235257468) | > loss_disc_real_4: 0.14921827614307404 (0.16280844310919443) | > loss_disc_real_5: 0.21178601682186127 (0.23305549720923105) | > loss_0: 2.0321178436279297 (2.0608038107554116) | > loss_gen: 3.032702922821045 (3.016621192296346) | > loss_kl: 1.8455983400344849 (1.9365918636322021) | > loss_feat: 9.420191764831543 (9.06625239054362) | > loss_mel: 14.774829864501953 (14.39587116241455) | > loss_duration: 1.777871012687683 (1.7892425457636516) | > loss_1: 30.851192474365234 (30.204578399658203)  --> STEP: 4 | > loss_disc: 2.2393858432769775 (2.1054493188858032) | > loss_disc_real_0: 0.09850766509771347 (0.10085302591323853) | > loss_disc_real_1: 0.23224681615829468 (0.21292700991034508) | > loss_disc_real_2: 0.21167439222335815 (0.20362062752246857) | > loss_disc_real_3: 0.1626283973455429 (0.15811683610081673) | > loss_disc_real_4: 0.18179655075073242 (0.16755547001957893) | > loss_disc_real_5: 0.2675546705722809 (0.24168029054999352) | > loss_0: 2.2393858432769775 (2.1054493188858032) | > loss_gen: 2.8549654483795166 (2.9762072563171387) | > loss_kl: 2.0249152183532715 (1.9586727023124695) | > loss_feat: 8.540140151977539 (8.9347243309021) | > loss_mel: 13.229819297790527 (14.104358196258545) | > loss_duration: 1.7514898777008057 (1.77980437874794) | > loss_1: 28.401330947875977 (29.753766536712646) --> EVAL PERFORMANCE | > avg_loader_time: 0.2898017168045044 (-0.0002617835998535156) | > avg_loss_disc: 2.1054493188858032 (-0.1961134672164917) | > avg_loss_disc_real_0: 0.10085302591323853 (-0.006713284179568291) | > avg_loss_disc_real_1: 0.21292700991034508 (+0.04906246066093445) | > avg_loss_disc_real_2: 0.20362062752246857 (-0.01942482590675354) | > avg_loss_disc_real_3: 0.15811683610081673 (-0.05196208134293556) | > avg_loss_disc_real_4: 0.16755547001957893 (-0.08116138353943825) | > avg_loss_disc_real_5: 0.24168029054999352 (+0.0062237754464149475) | > avg_loss_0: 2.1054493188858032 (-0.1961134672164917) | > avg_loss_gen: 2.9762072563171387 (+0.40901297330856323) | > avg_loss_kl: 1.9586727023124695 (+0.007511407136917114) | > avg_loss_feat: 8.9347243309021 (+1.0440866947174072) | > avg_loss_mel: 14.104358196258545 (+0.7091608047485352) | > avg_loss_duration: 1.77980437874794 (-0.021786034107208252) | > avg_loss_1: 29.753766536712646 (+2.1479854583740234)  > EPOCH: 170/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 19:25:29)   --> TIME: 2025-05-09 19:26:03 -- STEP: 37/725 -- GLOBAL_STEP: 169150 | > loss_disc: 2.1704750061035156 (2.2040814644581563) | > loss_disc_real_0: 0.14244548976421356 (0.13917784694884275) | > loss_disc_real_1: 0.18073362112045288 (0.19088489783776774) | > loss_disc_real_2: 0.177606463432312 (0.18674294368640795) | > loss_disc_real_3: 0.19740387797355652 (0.2035525723083599) | > loss_disc_real_4: 0.18984702229499817 (0.20014118463606448) | > loss_disc_real_5: 0.18586984276771545 (0.2013036753680255) | > loss_0: 2.1704750061035156 (2.2040814644581563) | > grad_norm_0: tensor(16.4763, device='cuda:0') (tensor(32.7418, device='cuda:0')) | > loss_gen: 2.832624912261963 (2.808948278427124) | > loss_kl: 1.6294313669204712 (1.7360017460745734) | > loss_feat: 8.390398025512695 (8.39114571906425) | > loss_mel: 12.272695541381836 (13.407572282327187) | > loss_duration: 1.6721007823944092 (1.6899672037846334) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.797250747680664 (28.0336353198902) | > grad_norm_1: tensor(685.8819, device='cuda:0') (tensor(654.6061, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8443 (0.847614455867458) | > loader_time: 0.0098 (0.009820918779115416)  --> TIME: 2025-05-09 19:26:46 -- STEP: 87/725 -- GLOBAL_STEP: 169200 | > loss_disc: 2.2304491996765137 (2.198221483449826) | > loss_disc_real_0: 0.11217226833105087 (0.13723085246894556) | > loss_disc_real_1: 0.2014530450105667 (0.19145922602593213) | > loss_disc_real_2: 0.1811058670282364 (0.18629222799991735) | > loss_disc_real_3: 0.2069021612405777 (0.2038808608877248) | > loss_disc_real_4: 0.1948096603155136 (0.19903630960261684) | > loss_disc_real_5: 0.18680132925510406 (0.20311094221027418) | > loss_0: 2.2304491996765137 (2.198221483449826) | > grad_norm_0: tensor(29.7330, device='cuda:0') (tensor(31.9530, device='cuda:0')) | > loss_gen: 2.7923834323883057 (2.7923489028009865) | > loss_kl: 1.7720366716384888 (1.737462882337899) | > loss_feat: 8.234002113342285 (8.396933029437887) | > loss_mel: 14.009185791015625 (13.486282436327002) | > loss_duration: 1.645484209060669 (1.6905364647678944) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.453092575073242 (28.103563812957415) | > grad_norm_1: tensor(872.1980, device='cuda:0') (tensor(695.6712, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8336 (0.8505000985901932) | > loader_time: 0.0099 (0.009915656056897393)  --> TIME: 2025-05-09 19:27:30 -- STEP: 137/725 -- GLOBAL_STEP: 169250 | > loss_disc: 1.9945240020751953 (2.200073333552284) | > loss_disc_real_0: 0.09441661834716797 (0.14132828194729613) | > loss_disc_real_1: 0.2016145884990692 (0.191143746032332) | > loss_disc_real_2: 0.1800268143415451 (0.1866822848572348) | > loss_disc_real_3: 0.2107740044593811 (0.20407393041753424) | > loss_disc_real_4: 0.21965989470481873 (0.1995634166863713) | > loss_disc_real_5: 0.20891669392585754 (0.2019110480799292) | > loss_0: 1.9945240020751953 (2.200073333552284) | > grad_norm_0: tensor(29.1877, device='cuda:0') (tensor(34.5739, device='cuda:0')) | > loss_gen: 2.951646327972412 (2.798514975248461) | > loss_kl: 1.8360059261322021 (1.7315192788186735) | > loss_feat: 9.456157684326172 (8.389943575336991) | > loss_mel: 14.31822681427002 (13.493809498139541) | > loss_duration: 1.678147315979004 (1.691416655143682) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.240184783935547 (28.10520397659636) | > grad_norm_1: tensor(962.3673, device='cuda:0') (tensor(686.3444, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8269 (0.8537670208589874) | > loader_time: 0.0102 (0.009907431846117452)  --> TIME: 2025-05-09 19:28:14 -- STEP: 187/725 -- GLOBAL_STEP: 169300 | > loss_disc: 2.2152316570281982 (2.200435855171897) | > loss_disc_real_0: 0.15555381774902344 (0.14013546330724816) | > loss_disc_real_1: 0.17787188291549683 (0.19107151182896312) | > loss_disc_real_2: 0.17688694596290588 (0.18698555573741374) | > loss_disc_real_3: 0.1837640404701233 (0.2040310177732917) | > loss_disc_real_4: 0.1753142923116684 (0.19924002080996414) | > loss_disc_real_5: 0.18957999348640442 (0.20201589453985344) | > loss_0: 2.2152316570281982 (2.200435855171897) | > grad_norm_0: tensor(46.6583, device='cuda:0') (tensor(32.8874, device='cuda:0')) | > loss_gen: 2.800311326980591 (2.783729187307511) | > loss_kl: 1.6471621990203857 (1.7323815044872264) | > loss_feat: 8.22807502746582 (8.355250335632167) | > loss_mel: 13.312342643737793 (13.446283962637343) | > loss_duration: 1.7104694843292236 (1.6922546025903467) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.698362350463867 (28.009899537193583) | > grad_norm_1: tensor(768.6863, device='cuda:0') (tensor(673.8205, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8697 (0.854258015831524) | > loader_time: 0.0098 (0.009980752506358097)  --> TIME: 2025-05-09 19:28:57 -- STEP: 237/725 -- GLOBAL_STEP: 169350 | > loss_disc: 2.22868275642395 (2.2025624448237022) | > loss_disc_real_0: 0.10425559431314468 (0.13965900974811882) | > loss_disc_real_1: 0.20667274296283722 (0.19191822843461098) | > loss_disc_real_2: 0.20542974770069122 (0.18759852440296843) | > loss_disc_real_3: 0.21114104986190796 (0.2044356819949573) | > loss_disc_real_4: 0.19863146543502808 (0.19906150018364072) | > loss_disc_real_5: 0.2028830498456955 (0.20194338167769996) | > loss_0: 2.22868275642395 (2.2025624448237022) | > grad_norm_0: tensor(12.8859, device='cuda:0') (tensor(32.8825, device='cuda:0')) | > loss_gen: 2.857034921646118 (2.7790369514674578) | > loss_kl: 1.8791550397872925 (1.7379777899271325) | > loss_feat: 8.959165573120117 (8.320015551168714) | > loss_mel: 14.360179901123047 (13.40689081280543) | > loss_duration: 1.6861318349838257 (1.692102041928577) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.741668701171875 (27.93602311661475) | > grad_norm_1: tensor(644.8039, device='cuda:0') (tensor(671.6536, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8235 (0.8553262199530621) | > loader_time: 0.0099 (0.009928459859598534)  --> TIME: 2025-05-09 19:29:41 -- STEP: 287/725 -- GLOBAL_STEP: 169400 | > loss_disc: 2.2429449558258057 (2.2015907598289455) | > loss_disc_real_0: 0.1508289873600006 (0.13959375179603126) | > loss_disc_real_1: 0.19503025710582733 (0.1920161269579199) | > loss_disc_real_2: 0.17660826444625854 (0.18784392715954193) | > loss_disc_real_3: 0.2073669731616974 (0.20512929138198552) | > loss_disc_real_4: 0.20969584584236145 (0.19843707880076636) | > loss_disc_real_5: 0.1922178417444229 (0.20141234209936254) | > loss_0: 2.2429449558258057 (2.2015907598289455) | > grad_norm_0: tensor(37.6010, device='cuda:0') (tensor(33.5389, device='cuda:0')) | > loss_gen: 2.697165012359619 (2.7886626761964806) | > loss_kl: 1.620513677597046 (1.7351834803092774) | > loss_feat: 7.444761753082275 (8.348335560190561) | > loss_mel: 12.567201614379883 (13.436281752503287) | > loss_duration: 1.7361276149749756 (1.6928072715054818) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.06576919555664 (28.001270699584108) | > grad_norm_1: tensor(1133.6635, device='cuda:0') (tensor(679.2203, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8334 (0.8548543270456668) | > loader_time: 0.0093 (0.009916997537380307)  --> TIME: 2025-05-09 19:30:24 -- STEP: 337/725 -- GLOBAL_STEP: 169450 | > loss_disc: 2.152567148208618 (2.200826625088201) | > loss_disc_real_0: 0.10268854349851608 (0.13877767350977885) | > loss_disc_real_1: 0.1783026158809662 (0.19220782272539777) | > loss_disc_real_2: 0.227425679564476 (0.18826173776511967) | > loss_disc_real_3: 0.20531710982322693 (0.20521058111233254) | > loss_disc_real_4: 0.15858817100524902 (0.19831218944105272) | > loss_disc_real_5: 0.27089759707450867 (0.2015481284800198) | > loss_0: 2.152567148208618 (2.200826625088201) | > grad_norm_0: tensor(30.8743, device='cuda:0') (tensor(32.9949, device='cuda:0')) | > loss_gen: 2.8450210094451904 (2.7877157314594854) | > loss_kl: 1.7803846597671509 (1.7359074081794448) | > loss_feat: 8.6592435836792 (8.351451450710135) | > loss_mel: 15.082124710083008 (13.426293602329327) | > loss_duration: 1.6667907238006592 (1.6925748972227737) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.0335636138916 (27.993943070091905) | > grad_norm_1: tensor(886.6794, device='cuda:0') (tensor(682.2717, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8676 (0.8554826688341995) | > loader_time: 0.0101 (0.009884750100200883)  --> TIME: 2025-05-09 19:31:08 -- STEP: 387/725 -- GLOBAL_STEP: 169500 | > loss_disc: 2.3791942596435547 (2.198315457780232) | > loss_disc_real_0: 0.26770055294036865 (0.1389549503954807) | > loss_disc_real_1: 0.19443053007125854 (0.19211831296137127) | > loss_disc_real_2: 0.2263011783361435 (0.1880759505569472) | > loss_disc_real_3: 0.20814397931098938 (0.2048629692512582) | > loss_disc_real_4: 0.18284474313259125 (0.19832940341890323) | > loss_disc_real_5: 0.22671492397785187 (0.20094049804740477) | > loss_0: 2.3791942596435547 (2.198315457780232) | > grad_norm_0: tensor(81.3649, device='cuda:0') (tensor(32.9563, device='cuda:0')) | > loss_gen: 2.754915714263916 (2.7906664951827187) | > loss_kl: 1.5310747623443604 (1.7362886192878706) | > loss_feat: 7.392260551452637 (8.341598996204317) | > loss_mel: 13.280332565307617 (13.40543492881518) | > loss_duration: 1.7803795337677002 (1.6924609494147682) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.738962173461914 (27.966449939619356) | > grad_norm_1: tensor(894.4291, device='cuda:0') (tensor(686.7289, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8458 (0.8561906087614153) | > loader_time: 0.0093 (0.009848877441051389)  --> TIME: 2025-05-09 19:31:52 -- STEP: 437/725 -- GLOBAL_STEP: 169550 | > loss_disc: 2.2457408905029297 (2.200889744529463) | > loss_disc_real_0: 0.16392020881175995 (0.14013701239153245) | > loss_disc_real_1: 0.1602306216955185 (0.19227718819333423) | > loss_disc_real_2: 0.16716252267360687 (0.18812923610755994) | > loss_disc_real_3: 0.19642120599746704 (0.2050109200469417) | > loss_disc_real_4: 0.1764371693134308 (0.19842539410569304) | > loss_disc_real_5: 0.24709223210811615 (0.20087319875063556) | > loss_0: 2.2457408905029297 (2.200889744529463) | > grad_norm_0: tensor(32.8989, device='cuda:0') (tensor(32.7318, device='cuda:0')) | > loss_gen: 2.6832938194274902 (2.787826978914799) | > loss_kl: 1.7284531593322754 (1.7333773791926406) | > loss_feat: 8.138802528381348 (8.327808048414157) | > loss_mel: 13.38162612915039 (13.389439019785861) | > loss_duration: 1.647756576538086 (1.6926025176757533) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.579933166503906 (27.93105391670419) | > grad_norm_1: tensor(976.2034, device='cuda:0') (tensor(676.7717, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8826 (0.8562344424511803) | > loader_time: 0.0124 (0.009867146031534636)  --> TIME: 2025-05-09 19:32:35 -- STEP: 487/725 -- GLOBAL_STEP: 169600 | > loss_disc: 2.3134467601776123 (2.201304710376435) | > loss_disc_real_0: 0.18154579401016235 (0.14011613053156863) | > loss_disc_real_1: 0.14996123313903809 (0.19223828442410024) | > loss_disc_real_2: 0.17454113066196442 (0.18812164168583043) | > loss_disc_real_3: 0.1971292942762375 (0.2049310271928443) | > loss_disc_real_4: 0.17617489397525787 (0.19823371369613518) | > loss_disc_real_5: 0.22726275026798248 (0.20114592063475925) | > loss_0: 2.3134467601776123 (2.201304710376435) | > grad_norm_0: tensor(60.2246, device='cuda:0') (tensor(32.5656, device='cuda:0')) | > loss_gen: 2.712769031524658 (2.7845111647180962) | > loss_kl: 1.797803282737732 (1.7338532618183866) | > loss_feat: 7.670998573303223 (8.308915790346378) | > loss_mel: 12.592975616455078 (13.383474042528215) | > loss_duration: 1.678962230682373 (1.693367520641742) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.453508377075195 (27.904121763162788) | > grad_norm_1: tensor(684.7976, device='cuda:0') (tensor(676.8251, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8294 (0.8564574821284174) | > loader_time: 0.0103 (0.009861979886002112)  --> TIME: 2025-05-09 19:33:19 -- STEP: 537/725 -- GLOBAL_STEP: 169650 | > loss_disc: 2.275667190551758 (2.2027203401817745) | > loss_disc_real_0: 0.12274870276451111 (0.14087937938767447) | > loss_disc_real_1: 0.21783870458602905 (0.192404672586718) | > loss_disc_real_2: 0.19146345555782318 (0.18813429287248032) | > loss_disc_real_3: 0.23972806334495544 (0.2047894091745995) | > loss_disc_real_4: 0.2351604700088501 (0.19830745569598526) | > loss_disc_real_5: 0.22278040647506714 (0.20118220913565577) | > loss_0: 2.275667190551758 (2.2027203401817745) | > grad_norm_0: tensor(24.5747, device='cuda:0') (tensor(32.6150, device='cuda:0')) | > loss_gen: 2.7167508602142334 (2.7864303207042282) | > loss_kl: 1.6337087154388428 (1.735920275833798) | > loss_feat: 7.7883806228637695 (8.30920561110286) | > loss_mel: 12.665555953979492 (13.378789402697116) | > loss_duration: 1.733736515045166 (1.6940558935676875) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.53813362121582 (27.904401487922314) | > grad_norm_1: tensor(655.0240, device='cuda:0') (tensor(670.5001, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8513 (0.8570392917654367) | > loader_time: 0.0093 (0.009884512402269867)  --> TIME: 2025-05-09 19:34:04 -- STEP: 587/725 -- GLOBAL_STEP: 169700 | > loss_disc: 2.2635855674743652 (2.2015557947110094) | > loss_disc_real_0: 0.14544959366321564 (0.14030165135149664) | > loss_disc_real_1: 0.21320687234401703 (0.19254033089801026) | > loss_disc_real_2: 0.20488300919532776 (0.18820052653601863) | > loss_disc_real_3: 0.21242137253284454 (0.20474113107641473) | > loss_disc_real_4: 0.22313359379768372 (0.19844974630736004) | > loss_disc_real_5: 0.20735648274421692 (0.2007929511127114) | > loss_0: 2.2635855674743652 (2.2015557947110094) | > grad_norm_0: tensor(16.8497, device='cuda:0') (tensor(32.4914, device='cuda:0')) | > loss_gen: 2.685131072998047 (2.788687919230031) | > loss_kl: 1.6752464771270752 (1.7352338413972879) | > loss_feat: 7.665894985198975 (8.31332607691699) | > loss_mel: 13.042289733886719 (13.383802711252862) | > loss_duration: 1.677098274230957 (1.693681674271669) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.74565887451172 (27.91473222631815) | > grad_norm_1: tensor(608.1228, device='cuda:0') (tensor(670.0422, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.871 (0.8588288398983126) | > loader_time: 0.0113 (0.009926057552357136)  --> TIME: 2025-05-09 19:34:47 -- STEP: 637/725 -- GLOBAL_STEP: 169750 | > loss_disc: 2.2261881828308105 (2.2025748751414285) | > loss_disc_real_0: 0.10727033019065857 (0.13991517684710464) | > loss_disc_real_1: 0.22884924709796906 (0.192785653673124) | > loss_disc_real_2: 0.18022571504116058 (0.18863283043940726) | > loss_disc_real_3: 0.21294040977954865 (0.20475139937932305) | > loss_disc_real_4: 0.21039944887161255 (0.19843985292376312) | > loss_disc_real_5: 0.21908725798130035 (0.20090383635117462) | > loss_0: 2.2261881828308105 (2.2025748751414285) | > grad_norm_0: tensor(37.4009, device='cuda:0') (tensor(32.3789, device='cuda:0')) | > loss_gen: 2.7618188858032227 (2.7867717851462137) | > loss_kl: 1.6986087560653687 (1.7334194754131929) | > loss_feat: 8.125532150268555 (8.304752048929606) | > loss_mel: 12.86194896697998 (13.388087813109394) | > loss_duration: 1.6672908067703247 (1.6937230118028406) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.115198135375977 (27.906754138892637) | > grad_norm_1: tensor(960.1434, device='cuda:0') (tensor(670.7400, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8596 (0.8588619325748605) | > loader_time: 0.0108 (0.009935222577824133)  --> TIME: 2025-05-09 19:35:31 -- STEP: 687/725 -- GLOBAL_STEP: 169800 | > loss_disc: 2.3287296295166016 (2.2024052656720667) | > loss_disc_real_0: 0.23397304117679596 (0.14003214038355388) | > loss_disc_real_1: 0.20641258358955383 (0.1926920924558042) | > loss_disc_real_2: 0.17884430289268494 (0.1883899791402065) | > loss_disc_real_3: 0.20881205797195435 (0.20461664705644358) | > loss_disc_real_4: 0.18564040958881378 (0.19831758854691126) | > loss_disc_real_5: 0.19913198053836823 (0.20114290480009858) | > loss_0: 2.3287296295166016 (2.2024052656720667) | > grad_norm_0: tensor(46.9326, device='cuda:0') (tensor(32.2343, device='cuda:0')) | > loss_gen: 2.6951942443847656 (2.78571174967237) | > loss_kl: 1.8658028841018677 (1.7338088768191393) | > loss_feat: 7.280333042144775 (8.300290590810993) | > loss_mel: 11.841175079345703 (13.380973293965214) | > loss_duration: 1.693253993988037 (1.6937775226659646) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.375761032104492 (27.894562056317948) | > grad_norm_1: tensor(436.1516, device='cuda:0') (tensor(672.4615, device='cuda:0')) | > current_lr_0: 0.00019579457802375197 | > current_lr_1: 0.00019579457802375197 | > step_time: 0.8826 (0.8587620966299132) | > loader_time: 0.0095 (0.009939569226171945)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3035080432891846 (2.3035080432891846) | > loss_disc_real_0: 0.10215862095355988 (0.10215862095355988) | > loss_disc_real_1: 0.2015271931886673 (0.2015271931886673) | > loss_disc_real_2: 0.18565921485424042 (0.18565921485424042) | > loss_disc_real_3: 0.23323631286621094 (0.23323631286621094) | > loss_disc_real_4: 0.25002026557922363 (0.25002026557922363) | > loss_disc_real_5: 0.25716352462768555 (0.25716352462768555) | > loss_0: 2.3035080432891846 (2.3035080432891846) | > loss_gen: 2.6336581707000732 (2.6336581707000732) | > loss_kl: 2.1260766983032227 (2.1260766983032227) | > loss_feat: 9.092814445495605 (9.092814445495605) | > loss_mel: 14.896730422973633 (14.896730422973633) | > loss_duration: 1.683711290359497 (1.683711290359497) | > loss_1: 30.43299102783203 (30.43299102783203)  --> STEP: 1 | > loss_disc: 2.31486177444458 (2.31486177444458) | > loss_disc_real_0: 0.10575496405363083 (0.10575496405363083) | > loss_disc_real_1: 0.1896105855703354 (0.1896105855703354) | > loss_disc_real_2: 0.1960657387971878 (0.1960657387971878) | > loss_disc_real_3: 0.218583345413208 (0.218583345413208) | > loss_disc_real_4: 0.2347099632024765 (0.2347099632024765) | > loss_disc_real_5: 0.2606821656227112 (0.2606821656227112) | > loss_0: 2.31486177444458 (2.31486177444458) | > loss_gen: 2.50362491607666 (2.50362491607666) | > loss_kl: 1.9474377632141113 (1.9474377632141113) | > loss_feat: 8.017346382141113 (8.017346382141113) | > loss_mel: 14.17701530456543 (14.17701530456543) | > loss_duration: 1.769842267036438 (1.769842267036438) | > loss_1: 28.415266036987305 (28.415266036987305)  --> STEP: 2 | > loss_disc: 2.3377439975738525 (2.3263028860092163) | > loss_disc_real_0: 0.1069130077958107 (0.10633398592472076) | > loss_disc_real_1: 0.18807978928089142 (0.1888451874256134) | > loss_disc_real_2: 0.1966596394777298 (0.1963626891374588) | > loss_disc_real_3: 0.2581123411655426 (0.2383478432893753) | > loss_disc_real_4: 0.2523374557495117 (0.2435237094759941) | > loss_disc_real_5: 0.23032309114933014 (0.24550262838602066) | > loss_0: 2.3377439975738525 (2.3263028860092163) | > loss_gen: 2.5146138668060303 (2.509119391441345) | > loss_kl: 1.692643642425537 (1.8200407028198242) | > loss_feat: 7.53493595123291 (7.776141166687012) | > loss_mel: 13.79122543334961 (13.98412036895752) | > loss_duration: 1.824816346168518 (1.797329306602478) | > loss_1: 27.358234405517578 (27.88675022125244)  --> STEP: 3 | > loss_disc: 2.2625839710235596 (2.305063247680664) | > loss_disc_real_0: 0.11148865520954132 (0.10805220901966095) | > loss_disc_real_1: 0.2029651701450348 (0.1935518483320872) | > loss_disc_real_2: 0.18033228814601898 (0.1910192221403122) | > loss_disc_real_3: 0.2335645705461502 (0.2367534190416336) | > loss_disc_real_4: 0.23324133455753326 (0.24009625116984049) | > loss_disc_real_5: 0.2240360826253891 (0.2383471131324768) | > loss_0: 2.2625839710235596 (2.305063247680664) | > loss_gen: 2.5052976608276367 (2.507845481236776) | > loss_kl: 1.9605656862258911 (1.86688236395518) | > loss_feat: 7.829566955566406 (7.7939497629801435) | > loss_mel: 13.81478500366211 (13.927675247192383) | > loss_duration: 1.7992360591888428 (1.7979648907979329) | > loss_1: 27.90945053100586 (27.894316991170246)  --> STEP: 4 | > loss_disc: 2.369511365890503 (2.321175277233124) | > loss_disc_real_0: 0.07952835410833359 (0.10092124529182911) | > loss_disc_real_1: 0.21902184188365936 (0.19991934671998024) | > loss_disc_real_2: 0.19703519344329834 (0.19252321496605873) | > loss_disc_real_3: 0.22618906199932098 (0.23411232978105545) | > loss_disc_real_4: 0.2604912519454956 (0.24519500136375427) | > loss_disc_real_5: 0.27380263805389404 (0.24721099436283112) | > loss_0: 2.369511365890503 (2.321175277233124) | > loss_gen: 2.4648194313049316 (2.4970889687538147) | > loss_kl: 1.8904350996017456 (1.8727705478668213) | > loss_feat: 8.910584449768066 (8.073108434677124) | > loss_mel: 15.635760307312012 (14.35469651222229) | > loss_duration: 1.7551043033599854 (1.787249743938446) | > loss_1: 30.656702041625977 (28.58491325378418) --> EVAL PERFORMANCE | > avg_loader_time: 0.30209600925445557 (+0.012294292449951172) | > avg_loss_disc: 2.321175277233124 (+0.21572595834732056) | > avg_loss_disc_real_0: 0.10092124529182911 (+6.82193785905838e-05) | > avg_loss_disc_real_1: 0.19991934671998024 (-0.013007663190364838) | > avg_loss_disc_real_2: 0.19252321496605873 (-0.011097412556409836) | > avg_loss_disc_real_3: 0.23411232978105545 (+0.07599549368023872) | > avg_loss_disc_real_4: 0.24519500136375427 (+0.07763953134417534) | > avg_loss_disc_real_5: 0.24721099436283112 (+0.005530703812837601) | > avg_loss_0: 2.321175277233124 (+0.21572595834732056) | > avg_loss_gen: 2.4970889687538147 (-0.479118287563324) | > avg_loss_kl: 1.8727705478668213 (-0.0859021544456482) | > avg_loss_feat: 8.073108434677124 (-0.8616158962249756) | > avg_loss_mel: 14.35469651222229 (+0.2503383159637451) | > avg_loss_duration: 1.787249743938446 (+0.0074453651905059814) | > avg_loss_1: 28.58491325378418 (-1.1688532829284668)  > EPOCH: 171/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 19:36:11)   --> TIME: 2025-05-09 19:36:23 -- STEP: 12/725 -- GLOBAL_STEP: 169850 | > loss_disc: 2.135444164276123 (2.211869180202484) | > loss_disc_real_0: 0.16036182641983032 (0.1378996322552363) | > loss_disc_real_1: 0.18539796769618988 (0.19332902505993843) | > loss_disc_real_2: 0.1845656782388687 (0.18660948177178702) | > loss_disc_real_3: 0.18093325197696686 (0.20721063762903214) | > loss_disc_real_4: 0.1872035712003708 (0.19631502404808998) | > loss_disc_real_5: 0.1958165019750595 (0.21300858135024706) | > loss_0: 2.135444164276123 (2.211869180202484) | > grad_norm_0: tensor(25.4134, device='cuda:0') (tensor(22.0543, device='cuda:0')) | > loss_gen: 2.9906790256500244 (2.7782081762949624) | > loss_kl: 1.9344178438186646 (1.722857763369878) | > loss_feat: 8.93053150177002 (8.397393981615702) | > loss_mel: 13.774824142456055 (13.513906319936117) | > loss_duration: 1.7326781749725342 (1.6967273751894634) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.363130569458008 (28.10909366607666) | > grad_norm_1: tensor(681.3333, device='cuda:0') (tensor(561.2061, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8773 (0.8428743879000345) | > loader_time: 0.011 (0.012548545996348063)  --> TIME: 2025-05-09 19:37:08 -- STEP: 62/725 -- GLOBAL_STEP: 169900 | > loss_disc: 2.2672841548919678 (2.242710748026448) | > loss_disc_real_0: 0.12326861917972565 (0.14306703101723428) | > loss_disc_real_1: 0.205569326877594 (0.1967556563115889) | > loss_disc_real_2: 0.23638196289539337 (0.19280578508492438) | > loss_disc_real_3: 0.2074703872203827 (0.20747177398973896) | > loss_disc_real_4: 0.20938515663146973 (0.19876738036832503) | > loss_disc_real_5: 0.21337808668613434 (0.20877603465510952) | > loss_0: 2.2672841548919678 (2.242710748026448) | > grad_norm_0: tensor(23.2184, device='cuda:0') (tensor(23.1689, device='cuda:0')) | > loss_gen: 2.655457019805908 (2.712868421308456) | > loss_kl: 1.6089874505996704 (1.695862804689715) | > loss_feat: 6.921133041381836 (8.048501014709469) | > loss_mel: 12.701876640319824 (13.129774155155305) | > loss_duration: 1.7569403648376465 (1.688527524471283) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.64439582824707 (27.27553395302065) | > grad_norm_1: tensor(574.2315, device='cuda:0') (tensor(555.5472, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8487 (0.8680070792475054) | > loader_time: 0.0107 (0.011866907919606855)  --> TIME: 2025-05-09 19:37:52 -- STEP: 112/725 -- GLOBAL_STEP: 169950 | > loss_disc: 1.9973394870758057 (2.235435181430407) | > loss_disc_real_0: 0.11675490438938141 (0.14469744085467282) | > loss_disc_real_1: 0.19047804176807404 (0.19628777022340468) | > loss_disc_real_2: 0.17742064595222473 (0.19172610209456512) | > loss_disc_real_3: 0.21419411897659302 (0.2063870814495853) | > loss_disc_real_4: 0.17855793237686157 (0.19944186335695643) | > loss_disc_real_5: 0.1863931119441986 (0.20520128017025335) | > loss_0: 1.9973394870758057 (2.235435181430407) | > grad_norm_0: tensor(25.0210, device='cuda:0') (tensor(27.6137, device='cuda:0')) | > loss_gen: 2.9884579181671143 (2.7418371183531636) | > loss_kl: 1.7110997438430786 (1.7057952763778823) | > loss_feat: 10.032142639160156 (8.097703865596227) | > loss_mel: 14.711702346801758 (13.131323873996735) | > loss_duration: 1.71199369430542 (1.693323868725981) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.155397415161133 (27.36998414993286) | > grad_norm_1: tensor(728.1590, device='cuda:0') (tensor(564.2451, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8328 (0.8662250638008118) | > loader_time: 0.0093 (0.01168724468776158)  --> TIME: 2025-05-09 19:38:36 -- STEP: 162/725 -- GLOBAL_STEP: 170000 | > loss_disc: 2.2391769886016846 (2.2204707978684213) | > loss_disc_real_0: 0.14303544163703918 (0.1426538823195446) | > loss_disc_real_1: 0.2164744883775711 (0.1952929000979588) | > loss_disc_real_2: 0.2173125296831131 (0.19069395379887683) | > loss_disc_real_3: 0.1968531608581543 (0.20536384115248546) | > loss_disc_real_4: 0.20104368031024933 (0.1984569270301748) | > loss_disc_real_5: 0.24250683188438416 (0.20328513928401618) | > loss_0: 2.2391769886016846 (2.2204707978684213) | > grad_norm_0: tensor(38.9390, device='cuda:0') (tensor(28.6536, device='cuda:0')) | > loss_gen: 2.750339984893799 (2.7615231599336796) | > loss_kl: 1.8674497604370117 (1.7066805487797585) | > loss_feat: 7.692183494567871 (8.195028793664624) | > loss_mel: 12.921529769897461 (13.215551435211559) | > loss_duration: 1.6524921655654907 (1.6936035811165233) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.883995056152344 (27.572387601122443) | > grad_norm_1: tensor(680.3210, device='cuda:0') (tensor(576.2612, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8782 (0.8630116118325127) | > loader_time: 0.0129 (0.011529205757894631) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_170000.pth  --> TIME: 2025-05-09 19:39:23 -- STEP: 212/725 -- GLOBAL_STEP: 170050 | > loss_disc: 2.2311129570007324 (2.2169790301682775) | > loss_disc_real_0: 0.16275525093078613 (0.14202198031235416) | > loss_disc_real_1: 0.18772755563259125 (0.1945034377979782) | > loss_disc_real_2: 0.1965717077255249 (0.19042565497868466) | > loss_disc_real_3: 0.23762714862823486 (0.20553244411383031) | > loss_disc_real_4: 0.18483594059944153 (0.1986505004735488) | > loss_disc_real_5: 0.17937824130058289 (0.20280663605849697) | > loss_0: 2.2311129570007324 (2.2169790301682775) | > grad_norm_0: tensor(34.4452, device='cuda:0') (tensor(28.6445, device='cuda:0')) | > loss_gen: 2.7600433826446533 (2.766869439269013) | > loss_kl: 1.794023871421814 (1.7146399858987555) | > loss_feat: 8.177955627441406 (8.215691966830562) | > loss_mel: 13.72055721282959 (13.257969024046412) | > loss_duration: 1.6934967041015625 (1.693702313135255) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.146076202392578 (27.6488728073408) | > grad_norm_1: tensor(800.3973, device='cuda:0') (tensor(591.3859, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8617 (0.8645321085767926) | > loader_time: 0.0102 (0.011403359332174621)  --> TIME: 2025-05-09 19:40:07 -- STEP: 262/725 -- GLOBAL_STEP: 170100 | > loss_disc: 2.1064133644104004 (2.2194129201292054) | > loss_disc_real_0: 0.15107065439224243 (0.1419250162048194) | > loss_disc_real_1: 0.1927276849746704 (0.19426506103677602) | > loss_disc_real_2: 0.18659177422523499 (0.1903742491516448) | > loss_disc_real_3: 0.22255529463291168 (0.20553364411337682) | > loss_disc_real_4: 0.1693783700466156 (0.19914363967325852) | > loss_disc_real_5: 0.19769732654094696 (0.20379766406676245) | > loss_0: 2.1064133644104004 (2.2194129201292054) | > grad_norm_0: tensor(22.2045, device='cuda:0') (tensor(28.7563, device='cuda:0')) | > loss_gen: 2.8646676540374756 (2.7606902677594265) | > loss_kl: 1.877636432647705 (1.716897803408499) | > loss_feat: 8.752193450927734 (8.195908859485893) | > loss_mel: 13.552480697631836 (13.258110505023986) | > loss_duration: 1.6842464208602905 (1.6943179951369307) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.731224060058594 (27.625925428084745) | > grad_norm_1: tensor(705.4641, device='cuda:0') (tensor(594.0411, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8981 (0.8638744936644576) | > loader_time: 0.01 (0.011345744132995602)  --> TIME: 2025-05-09 19:40:50 -- STEP: 312/725 -- GLOBAL_STEP: 170150 | > loss_disc: 2.3495683670043945 (2.2177777053453958) | > loss_disc_real_0: 0.14968152344226837 (0.14095845887771782) | > loss_disc_real_1: 0.21290993690490723 (0.19435887893614096) | > loss_disc_real_2: 0.1889616996049881 (0.1900545040575358) | > loss_disc_real_3: 0.20100802183151245 (0.20557680840675635) | > loss_disc_real_4: 0.21275673806667328 (0.1991884497304758) | > loss_disc_real_5: 0.2142464965581894 (0.20350330065076178) | > loss_0: 2.3495683670043945 (2.2177777053453958) | > grad_norm_0: tensor(42.6889, device='cuda:0') (tensor(29.2480, device='cuda:0')) | > loss_gen: 2.5289998054504395 (2.762418706447651) | > loss_kl: 1.6921360492706299 (1.7178428620100021) | > loss_feat: 6.970221996307373 (8.208060709329759) | > loss_mel: 12.597264289855957 (13.2420741930986) | > loss_duration: 1.692867398262024 (1.6935192377139356) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.481489181518555 (27.623915702868743) | > grad_norm_1: tensor(295.0509, device='cuda:0') (tensor(599.8416, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8371 (0.8618087134300134) | > loader_time: 0.0102 (0.011275787384082109)  --> TIME: 2025-05-09 19:41:34 -- STEP: 362/725 -- GLOBAL_STEP: 170200 | > loss_disc: 2.0017597675323486 (2.2149854812832803) | > loss_disc_real_0: 0.15169690549373627 (0.1405353421829023) | > loss_disc_real_1: 0.19948525726795197 (0.19437539523971673) | > loss_disc_real_2: 0.1615574210882187 (0.19000857710344357) | > loss_disc_real_3: 0.22331324219703674 (0.20520079584576137) | > loss_disc_real_4: 0.20040178298950195 (0.1992010857848173) | > loss_disc_real_5: 0.19998452067375183 (0.20326644536210695) | > loss_0: 2.0017597675323486 (2.2149854812832803) | > grad_norm_0: tensor(48.3481, device='cuda:0') (tensor(29.3983, device='cuda:0')) | > loss_gen: 3.1047544479370117 (2.7665024501842694) | > loss_kl: 1.960253119468689 (1.7233156025080392) | > loss_feat: 9.808338165283203 (8.236456308575628) | > loss_mel: 14.805124282836914 (13.28890391081077) | > loss_duration: 1.640196681022644 (1.6927302624639224) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.318666458129883 (27.707908535530564) | > grad_norm_1: tensor(1038.4985, device='cuda:0') (tensor(612.1741, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.828 (0.8614833901600284) | > loader_time: 0.0096 (0.011338966986092417)  --> TIME: 2025-05-09 19:42:18 -- STEP: 412/725 -- GLOBAL_STEP: 170250 | > loss_disc: 2.3108315467834473 (2.210811711920116) | > loss_disc_real_0: 0.16462160646915436 (0.13981833502433252) | > loss_disc_real_1: 0.171726793050766 (0.1940339923772997) | > loss_disc_real_2: 0.21122656762599945 (0.18943897851751845) | > loss_disc_real_3: 0.26333358883857727 (0.20528946071863163) | > loss_disc_real_4: 0.21166779100894928 (0.19890550068281232) | > loss_disc_real_5: 0.19853119552135468 (0.2027897347234986) | > loss_0: 2.3108315467834473 (2.210811711920116) | > grad_norm_0: tensor(50.3664, device='cuda:0') (tensor(29.7430, device='cuda:0')) | > loss_gen: 2.5792040824890137 (2.771923331959735) | > loss_kl: 1.7323427200317383 (1.7255659551875104) | > loss_feat: 7.012216091156006 (8.249374315576647) | > loss_mel: 12.04535961151123 (13.30697715398177) | > loss_duration: 1.6772160530090332 (1.6931965105163238) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.046337127685547 (27.747037281110458) | > grad_norm_1: tensor(194.9309, device='cuda:0') (tensor(619.0681, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8839 (0.862157048530949) | > loader_time: 0.0096 (0.011382693225897633)  --> TIME: 2025-05-09 19:43:02 -- STEP: 462/725 -- GLOBAL_STEP: 170300 | > loss_disc: 2.3346378803253174 (2.209504939518964) | > loss_disc_real_0: 0.14048396050930023 (0.13957289749861282) | > loss_disc_real_1: 0.18386545777320862 (0.19370708808109358) | > loss_disc_real_2: 0.21546149253845215 (0.18917470406015197) | > loss_disc_real_3: 0.19250155985355377 (0.20495800241763448) | > loss_disc_real_4: 0.20255249738693237 (0.1988005927114776) | > loss_disc_real_5: 0.1880016326904297 (0.20288449912876283) | > loss_0: 2.3346378803253174 (2.209504939518964) | > grad_norm_0: tensor(20.7651, device='cuda:0') (tensor(29.7717, device='cuda:0')) | > loss_gen: 2.5995566844940186 (2.7696801124713133) | > loss_kl: 1.7719707489013672 (1.7266719508996773) | > loss_feat: 7.087645530700684 (8.247468618087435) | > loss_mel: 12.226962089538574 (13.300631444691575) | > loss_duration: 1.7167437076568604 (1.6933370975704933) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.402877807617188 (27.737789236621946) | > grad_norm_1: tensor(338.1223, device='cuda:0') (tensor(623.5864, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.7992 (0.8623978642674236) | > loader_time: 0.0099 (0.011395839901713584)  --> TIME: 2025-05-09 19:43:45 -- STEP: 512/725 -- GLOBAL_STEP: 170350 | > loss_disc: 2.29007625579834 (2.211614182451738) | > loss_disc_real_0: 0.12472788989543915 (0.14038789753976746) | > loss_disc_real_1: 0.2025258094072342 (0.19386101712007076) | > loss_disc_real_2: 0.20921172201633453 (0.18925183586543426) | > loss_disc_real_3: 0.21788857877254486 (0.20512479095486916) | > loss_disc_real_4: 0.19577372074127197 (0.198714776954148) | > loss_disc_real_5: 0.25214096903800964 (0.20290767378173774) | > loss_0: 2.29007625579834 (2.211614182451738) | > grad_norm_0: tensor(21.4200, device='cuda:0') (tensor(30.1717, device='cuda:0')) | > loss_gen: 2.6278717517852783 (2.766616894863547) | > loss_kl: 1.7410829067230225 (1.7273391727358103) | > loss_feat: 7.18573522567749 (8.221856742165977) | > loss_mel: 12.174118995666504 (13.270228689536449) | > loss_duration: 1.6328195333480835 (1.6938682950567452) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.361629486083984 (27.679909802973278) | > grad_norm_1: tensor(685.4255, device='cuda:0') (tensor(628.0176, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8531 (0.8607857036404312) | > loader_time: 0.0123 (0.011432816274464132)  --> TIME: 2025-05-09 19:44:29 -- STEP: 562/725 -- GLOBAL_STEP: 170400 | > loss_disc: 2.4187068939208984 (2.21040335817269) | > loss_disc_real_0: 0.16304831206798553 (0.14008957648722734) | > loss_disc_real_1: 0.1775663048028946 (0.19373214226282368) | > loss_disc_real_2: 0.21058666706085205 (0.18915876178766908) | > loss_disc_real_3: 0.2063816636800766 (0.20525737761708754) | > loss_disc_real_4: 0.23140385746955872 (0.19860803794606297) | > loss_disc_real_5: 0.21392923593521118 (0.20277076747493816) | > loss_0: 2.4187068939208984 (2.21040335817269) | > grad_norm_0: tensor(22.8229, device='cuda:0') (tensor(30.2463, device='cuda:0')) | > loss_gen: 2.473057270050049 (2.7690149571123497) | > loss_kl: 1.641900658607483 (1.7287324946970273) | > loss_feat: 6.93935489654541 (8.235060550988354) | > loss_mel: 11.320012092590332 (13.277933439750258) | > loss_duration: 1.6682429313659668 (1.693946259513869) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.04256820678711 (27.704687712455556) | > grad_norm_1: tensor(692.6419, device='cuda:0') (tensor(631.5170, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8823 (0.8598931336318049) | > loader_time: 0.0121 (0.011400934640198842)  --> TIME: 2025-05-09 19:45:13 -- STEP: 612/725 -- GLOBAL_STEP: 170450 | > loss_disc: 2.1298234462738037 (2.210941803026821) | > loss_disc_real_0: 0.1397916078567505 (0.13981216113551773) | > loss_disc_real_1: 0.19107310473918915 (0.19400748573974075) | > loss_disc_real_2: 0.18646638095378876 (0.18927199663776975) | > loss_disc_real_3: 0.20867833495140076 (0.20516754618657168) | > loss_disc_real_4: 0.19811664521694183 (0.19894980003728577) | > loss_disc_real_5: 0.21697260439395905 (0.2026617559634783) | > loss_0: 2.1298234462738037 (2.210941803026821) | > grad_norm_0: tensor(48.5522, device='cuda:0') (tensor(30.3430, device='cuda:0')) | > loss_gen: 2.843635082244873 (2.769148457673639) | > loss_kl: 1.7600338459014893 (1.7319090459861008) | > loss_feat: 8.536040306091309 (8.235761182760097) | > loss_mel: 13.756580352783203 (13.295294040168802) | > loss_duration: 1.6331372261047363 (1.6933817750488236) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.52942657470703 (27.725494512545506) | > grad_norm_1: tensor(775.5190, device='cuda:0') (tensor(635.3207, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8042 (0.860002531724818) | > loader_time: 0.0104 (0.011390296462314589)  --> TIME: 2025-05-09 19:45:56 -- STEP: 662/725 -- GLOBAL_STEP: 170500 | > loss_disc: 2.2896480560302734 (2.211621420801225) | > loss_disc_real_0: 0.11756013333797455 (0.1396895407775017) | > loss_disc_real_1: 0.1943032443523407 (0.19415952488104746) | > loss_disc_real_2: 0.18379034101963043 (0.1894281771022747) | > loss_disc_real_3: 0.18354520201683044 (0.20520524417255567) | > loss_disc_real_4: 0.18800076842308044 (0.19886464735892592) | > loss_disc_real_5: 0.16108785569667816 (0.20244265768643235) | > loss_0: 2.2896480560302734 (2.211621420801225) | > grad_norm_0: tensor(20.4682, device='cuda:0') (tensor(30.5865, device='cuda:0')) | > loss_gen: 2.4729137420654297 (2.7690255389833007) | > loss_kl: 1.888368844985962 (1.733977806171982) | > loss_feat: 7.22219705581665 (8.219884657067466) | > loss_mel: 11.780543327331543 (13.273845476686406) | > loss_duration: 1.7163665294647217 (1.6938960341528466) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.08038902282715 (27.6906295413337) | > grad_norm_1: tensor(487.2812, device='cuda:0') (tensor(639.6931, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.9817 (0.8594783151978096) | > loader_time: 0.015 (0.0113450612906603)  --> TIME: 2025-05-09 19:46:40 -- STEP: 712/725 -- GLOBAL_STEP: 170550 | > loss_disc: 2.267197608947754 (2.2133992597293313) | > loss_disc_real_0: 0.1419762820005417 (0.14004395638456504) | > loss_disc_real_1: 0.18620982766151428 (0.19417466892955013) | > loss_disc_real_2: 0.17228946089744568 (0.1895159013946069) | > loss_disc_real_3: 0.24656425416469574 (0.20533130200726252) | > loss_disc_real_4: 0.20142287015914917 (0.1989537195166509) | > loss_disc_real_5: 0.17426460981369019 (0.20265057065597414) | > loss_0: 2.267197608947754 (2.2133992597293313) | > grad_norm_0: tensor(55.8319, device='cuda:0') (tensor(30.5864, device='cuda:0')) | > loss_gen: 2.8015694618225098 (2.7668082352434618) | > loss_kl: 1.598599910736084 (1.7332514125979348) | > loss_feat: 8.044722557067871 (8.205374782674768) | > loss_mel: 12.472018241882324 (13.264922459473762) | > loss_duration: 1.674315094947815 (1.6936890841200114) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.591224670410156 (27.664045998219684) | > grad_norm_1: tensor(708.3062, device='cuda:0') (tensor(642.7082, device='cuda:0')) | > current_lr_0: 0.000195770103701499 | > current_lr_1: 0.000195770103701499 | > step_time: 0.8255 (0.8591713727859972) | > loader_time: 0.0166 (0.01134753193748132)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.319763660430908 (2.319763660430908) | > loss_disc_real_0: 0.21745924651622772 (0.21745924651622772) | > loss_disc_real_1: 0.20248878002166748 (0.20248878002166748) | > loss_disc_real_2: 0.17071987688541412 (0.17071987688541412) | > loss_disc_real_3: 0.20736297965049744 (0.20736297965049744) | > loss_disc_real_4: 0.2718963623046875 (0.2718963623046875) | > loss_disc_real_5: 0.25564005970954895 (0.25564005970954895) | > loss_0: 2.319763660430908 (2.319763660430908) | > loss_gen: 2.784879207611084 (2.784879207611084) | > loss_kl: 2.020503044128418 (2.020503044128418) | > loss_feat: 7.746443748474121 (7.746443748474121) | > loss_mel: 13.541946411132812 (13.541946411132812) | > loss_duration: 1.6921906471252441 (1.6921906471252441) | > loss_1: 27.78596305847168 (27.78596305847168)  --> STEP: 1 | > loss_disc: 2.1790707111358643 (2.1790707111358643) | > loss_disc_real_0: 0.17867431044578552 (0.17867431044578552) | > loss_disc_real_1: 0.19699564576148987 (0.19699564576148987) | > loss_disc_real_2: 0.18100526928901672 (0.18100526928901672) | > loss_disc_real_3: 0.17373187839984894 (0.17373187839984894) | > loss_disc_real_4: 0.2543869614601135 (0.2543869614601135) | > loss_disc_real_5: 0.253557413816452 (0.253557413816452) | > loss_0: 2.1790707111358643 (2.1790707111358643) | > loss_gen: 2.875760793685913 (2.875760793685913) | > loss_kl: 1.9565469026565552 (1.9565469026565552) | > loss_feat: 8.757671356201172 (8.757671356201172) | > loss_mel: 15.345174789428711 (15.345174789428711) | > loss_duration: 1.7949467897415161 (1.7949467897415161) | > loss_1: 30.730100631713867 (30.730100631713867)  --> STEP: 2 | > loss_disc: 2.337376117706299 (2.2582234144210815) | > loss_disc_real_0: 0.20964179933071136 (0.19415805488824844) | > loss_disc_real_1: 0.20509763062000275 (0.2010466381907463) | > loss_disc_real_2: 0.1659056544303894 (0.17345546185970306) | > loss_disc_real_3: 0.19618521630764008 (0.1849585473537445) | > loss_disc_real_4: 0.3170264959335327 (0.2857067286968231) | > loss_disc_real_5: 0.25864195823669434 (0.2560996860265732) | > loss_0: 2.337376117706299 (2.2582234144210815) | > loss_gen: 2.772183656692505 (2.823972225189209) | > loss_kl: 1.9152271747589111 (1.9358870387077332) | > loss_feat: 7.745264053344727 (8.25146770477295) | > loss_mel: 13.581982612609863 (14.463578701019287) | > loss_duration: 1.8332377672195435 (1.8140922784805298) | > loss_1: 27.847896575927734 (29.2889986038208)  --> STEP: 3 | > loss_disc: 2.3051047325134277 (2.2738505204518638) | > loss_disc_real_0: 0.20884883403778076 (0.19905498127142587) | > loss_disc_real_1: 0.20742365717887878 (0.20317231118679047) | > loss_disc_real_2: 0.1532650589942932 (0.16672532757123312) | > loss_disc_real_3: 0.19157721102237701 (0.187164768576622) | > loss_disc_real_4: 0.26519933342933655 (0.2788709302743276) | > loss_disc_real_5: 0.2667235732078552 (0.2596409817536672) | > loss_0: 2.3051047325134277 (2.2738505204518638) | > loss_gen: 2.744143009185791 (2.797362486521403) | > loss_kl: 1.9901173114776611 (1.9539637962977092) | > loss_feat: 8.207706451416016 (8.236880620320639) | > loss_mel: 14.190031051635742 (14.372396151224772) | > loss_duration: 1.8061281442642212 (1.8114375670750935) | > loss_1: 28.938125610351562 (29.172040939331055)  --> STEP: 4 | > loss_disc: 2.298922300338745 (2.280118465423584) | > loss_disc_real_0: 0.18848158419132233 (0.1964116320014) | > loss_disc_real_1: 0.23416343331336975 (0.2109200917184353) | > loss_disc_real_2: 0.1507781445980072 (0.16273853182792664) | > loss_disc_real_3: 0.18820129334926605 (0.18742389976978302) | > loss_disc_real_4: 0.303166925907135 (0.28494492918252945) | > loss_disc_real_5: 0.28594711422920227 (0.26621751487255096) | > loss_0: 2.298922300338745 (2.280118465423584) | > loss_gen: 2.868833541870117 (2.8152302503585815) | > loss_kl: 2.0013177394866943 (1.9658022820949554) | > loss_feat: 8.583232879638672 (8.323468685150146) | > loss_mel: 14.409476280212402 (14.38166618347168) | > loss_duration: 1.7410683631896973 (1.7938452661037445) | > loss_1: 29.603927612304688 (29.280012607574463) --> EVAL PERFORMANCE | > avg_loader_time: 0.3050035834312439 (+0.00290757417678833) | > avg_loss_disc: 2.280118465423584 (-0.041056811809539795) | > avg_loss_disc_real_0: 0.1964116320014 (+0.09549038670957088) | > avg_loss_disc_real_1: 0.2109200917184353 (+0.011000744998455048) | > avg_loss_disc_real_2: 0.16273853182792664 (-0.029784683138132095) | > avg_loss_disc_real_3: 0.18742389976978302 (-0.04668843001127243) | > avg_loss_disc_real_4: 0.28494492918252945 (+0.03974992781877518) | > avg_loss_disc_real_5: 0.26621751487255096 (+0.01900652050971985) | > avg_loss_0: 2.280118465423584 (-0.041056811809539795) | > avg_loss_gen: 2.8152302503585815 (+0.31814128160476685) | > avg_loss_kl: 1.9658022820949554 (+0.09303173422813416) | > avg_loss_feat: 8.323468685150146 (+0.25036025047302246) | > avg_loss_mel: 14.38166618347168 (+0.02696967124938965) | > avg_loss_duration: 1.7938452661037445 (+0.006595522165298462) | > avg_loss_1: 29.280012607574463 (+0.6950993537902832)  > EPOCH: 172/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 19:46:57)   --> TIME: 2025-05-09 19:47:31 -- STEP: 37/725 -- GLOBAL_STEP: 170600 | > loss_disc: 2.1741127967834473 (2.2113849730105013) | > loss_disc_real_0: 0.11192627251148224 (0.14757829723325935) | > loss_disc_real_1: 0.1890835016965866 (0.1946317348125819) | > loss_disc_real_2: 0.18616794049739838 (0.1858972737918029) | > loss_disc_real_3: 0.18329836428165436 (0.20151875913143158) | > loss_disc_real_4: 0.17256803810596466 (0.1985043065773474) | > loss_disc_real_5: 0.20288610458374023 (0.2017311006784439) | > loss_0: 2.1741127967834473 (2.2113849730105013) | > grad_norm_0: tensor(16.2119, device='cuda:0') (tensor(33.5977, device='cuda:0')) | > loss_gen: 2.7714169025421143 (2.798538285332757) | > loss_kl: 1.7170796394348145 (1.7599515463854816) | > loss_feat: 9.001712799072266 (8.42073378691802) | > loss_mel: 12.829545021057129 (13.509133003853464) | > loss_duration: 1.6932096481323242 (1.6888154261821025) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.012962341308594 (28.177171758703285) | > grad_norm_1: tensor(412.4537, device='cuda:0') (tensor(595.7910, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8478 (0.8488812575469146) | > loader_time: 0.0125 (0.010150574349068305)  --> TIME: 2025-05-09 19:48:15 -- STEP: 87/725 -- GLOBAL_STEP: 170650 | > loss_disc: 2.3952653408050537 (2.21343609108322) | > loss_disc_real_0: 0.18223144114017487 (0.14208372374033107) | > loss_disc_real_1: 0.20720379054546356 (0.19505129309221253) | > loss_disc_real_2: 0.18546649813652039 (0.18697572970527337) | > loss_disc_real_3: 0.21561309695243835 (0.20495424565227552) | > loss_disc_real_4: 0.21090851724147797 (0.19920035682875534) | > loss_disc_real_5: 0.195897176861763 (0.20197225833076166) | > loss_0: 2.3952653408050537 (2.21343609108322) | > grad_norm_0: tensor(24.3075, device='cuda:0') (tensor(32.9924, device='cuda:0')) | > loss_gen: 2.425168752670288 (2.7840935471414148) | > loss_kl: 1.8597135543823242 (1.7554748387172305) | > loss_feat: 6.403132438659668 (8.328632047806657) | > loss_mel: 11.500384330749512 (13.370493406536935) | > loss_duration: 1.6700670719146729 (1.6916508606110496) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.85846519470215 (27.930344504871588) | > grad_norm_1: tensor(828.2562, device='cuda:0') (tensor(634.3636, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8292 (0.8557156255875511) | > loader_time: 0.0097 (0.010741924417429953)  --> TIME: 2025-05-09 19:48:59 -- STEP: 137/725 -- GLOBAL_STEP: 170700 | > loss_disc: 2.039050579071045 (2.203019216982988) | > loss_disc_real_0: 0.09139391779899597 (0.13919791481355687) | > loss_disc_real_1: 0.19033804535865784 (0.19455579749859164) | > loss_disc_real_2: 0.19566452503204346 (0.1865190539481866) | > loss_disc_real_3: 0.19517211616039276 (0.2048056788035553) | > loss_disc_real_4: 0.16744239628314972 (0.19818394875874484) | > loss_disc_real_5: 0.17678390443325043 (0.20228207143988916) | > loss_0: 2.039050579071045 (2.203019216982988) | > grad_norm_0: tensor(20.5287, device='cuda:0') (tensor(32.3678, device='cuda:0')) | > loss_gen: 2.959458112716675 (2.7833364584150107) | > loss_kl: 1.9675109386444092 (1.7397031479508338) | > loss_feat: 8.97383975982666 (8.329894556616345) | > loss_mel: 13.203499794006348 (13.349449812060726) | > loss_duration: 1.6723589897155762 (1.692923941751466) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.776668548583984 (27.895307847183116) | > grad_norm_1: tensor(623.6176, device='cuda:0') (tensor(658.7208, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8022 (0.8569271564483643) | > loader_time: 0.0108 (0.010751933076955971)  --> TIME: 2025-05-09 19:49:42 -- STEP: 187/725 -- GLOBAL_STEP: 170750 | > loss_disc: 2.032273054122925 (2.2022899816380463) | > loss_disc_real_0: 0.0836009606719017 (0.13844003759444087) | > loss_disc_real_1: 0.18855150043964386 (0.1941789955219483) | > loss_disc_real_2: 0.17158398032188416 (0.18693342502104407) | > loss_disc_real_3: 0.1597932130098343 (0.20472754466342413) | > loss_disc_real_4: 0.157052680850029 (0.19809873178999693) | > loss_disc_real_5: 0.17671388387680054 (0.20169137083591623) | > loss_0: 2.032273054122925 (2.2022899816380463) | > grad_norm_0: tensor(40.4528, device='cuda:0') (tensor(32.0931, device='cuda:0')) | > loss_gen: 2.9885470867156982 (2.7879383576745007) | > loss_kl: 2.039228677749634 (1.7461589345320023) | > loss_feat: 9.83295726776123 (8.340062546857544) | > loss_mel: 14.813884735107422 (13.372075193068563) | > loss_duration: 1.7041277885437012 (1.6942578171663742) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.37874412536621 (27.94049274220186) | > grad_norm_1: tensor(836.2870, device='cuda:0') (tensor(661.8604, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8545 (0.8542848500338468) | > loader_time: 0.0124 (0.010808632335560833)  --> TIME: 2025-05-09 19:50:26 -- STEP: 237/725 -- GLOBAL_STEP: 170800 | > loss_disc: 2.2201218605041504 (2.203035176554813) | > loss_disc_real_0: 0.1324995756149292 (0.13955570584485305) | > loss_disc_real_1: 0.21998444199562073 (0.19421994252295433) | > loss_disc_real_2: 0.2133665680885315 (0.18712843728216388) | > loss_disc_real_3: 0.22076274454593658 (0.20515925679277264) | > loss_disc_real_4: 0.19206346571445465 (0.19815245660548472) | > loss_disc_real_5: 0.18460611999034882 (0.20058863984130104) | > loss_0: 2.2201218605041504 (2.203035176554813) | > grad_norm_0: tensor(22.8302, device='cuda:0') (tensor(32.4434, device='cuda:0')) | > loss_gen: 2.7766294479370117 (2.7955211737990875) | > loss_kl: 1.8753886222839355 (1.7527078591318572) | > loss_feat: 8.054753303527832 (8.341105770964164) | > loss_mel: 14.455832481384277 (13.384509163063791) | > loss_duration: 1.6813929080963135 (1.6933477075794074) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.843997955322266 (27.967191575448723) | > grad_norm_1: tensor(385.2871, device='cuda:0') (tensor(646.2314, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8185 (0.8562759487940792) | > loader_time: 0.009 (0.010806354289316417)  --> TIME: 2025-05-09 19:51:11 -- STEP: 287/725 -- GLOBAL_STEP: 170850 | > loss_disc: 2.217207431793213 (2.204286787152706) | > loss_disc_real_0: 0.15320757031440735 (0.13949098565229565) | > loss_disc_real_1: 0.18900088965892792 (0.19378866862752298) | > loss_disc_real_2: 0.1958787590265274 (0.18753001649412962) | > loss_disc_real_3: 0.21167874336242676 (0.2051056663437587) | > loss_disc_real_4: 0.21058672666549683 (0.1981948270407288) | > loss_disc_real_5: 0.21189425885677338 (0.2016361750895969) | > loss_0: 2.217207431793213 (2.204286787152706) | > grad_norm_0: tensor(10.7613, device='cuda:0') (tensor(32.3129, device='cuda:0')) | > loss_gen: 2.8639917373657227 (2.7865029344990684) | > loss_kl: 1.6032092571258545 (1.746679886292913) | > loss_feat: 8.188023567199707 (8.326585537049837) | > loss_mel: 13.49570369720459 (13.37390665393258) | > loss_duration: 1.7177727222442627 (1.6935410827709823) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.868701934814453 (27.92721600814979) | > grad_norm_1: tensor(628.8306, device='cuda:0') (tensor(656.3607, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8178 (0.8602321280834982) | > loader_time: 0.0118 (0.010798465084115796)  --> TIME: 2025-05-09 19:51:55 -- STEP: 337/725 -- GLOBAL_STEP: 170900 | > loss_disc: 2.29878306388855 (2.208909450723439) | > loss_disc_real_0: 0.15049566328525543 (0.14001529210575983) | > loss_disc_real_1: 0.20635683834552765 (0.1939265199160364) | > loss_disc_real_2: 0.18711644411087036 (0.1878419211604121) | > loss_disc_real_3: 0.21688053011894226 (0.2053932044378728) | > loss_disc_real_4: 0.2039400041103363 (0.1985858275557837) | > loss_disc_real_5: 0.2093820869922638 (0.20240409743007645) | > loss_0: 2.29878306388855 (2.208909450723439) | > grad_norm_0: tensor(29.8225, device='cuda:0') (tensor(32.3087, device='cuda:0')) | > loss_gen: 2.5375373363494873 (2.775941456814548) | > loss_kl: 1.6268762350082397 (1.7439019453631663) | > loss_feat: 7.0582733154296875 (8.282055696323297) | > loss_mel: 11.741341590881348 (13.318796078599885) | > loss_duration: 1.6881603002548218 (1.6925217832938855) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.65218734741211 (27.813216857457373) | > grad_norm_1: tensor(726.6325, device='cuda:0') (tensor(662.4681, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8871 (0.8616789342387847) | > loader_time: 0.0098 (0.010815277297701955)  --> TIME: 2025-05-09 19:52:39 -- STEP: 387/725 -- GLOBAL_STEP: 170950 | > loss_disc: 2.0997538566589355 (2.2083308394873153) | > loss_disc_real_0: 0.13409318029880524 (0.13973529890988245) | > loss_disc_real_1: 0.20922987163066864 (0.19405562501853138) | > loss_disc_real_2: 0.19863562285900116 (0.1877621242473292) | > loss_disc_real_3: 0.2075781524181366 (0.20506716452211682) | > loss_disc_real_4: 0.2013203352689743 (0.19836677010207207) | > loss_disc_real_5: 0.20303592085838318 (0.20277244526440483) | > loss_0: 2.0997538566589355 (2.2083308394873153) | > grad_norm_0: tensor(31.2286, device='cuda:0') (tensor(32.1764, device='cuda:0')) | > loss_gen: 3.127939224243164 (2.77606209119161) | > loss_kl: 1.7906545400619507 (1.743147853424999) | > loss_feat: 9.094742774963379 (8.280171175027691) | > loss_mel: 14.299617767333984 (13.339603130823578) | > loss_duration: 1.7689532041549683 (1.6926873866901841) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.081907272338867 (27.831671539819208) | > grad_norm_1: tensor(1236.9884, device='cuda:0') (tensor(667.7714, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8987 (0.8620671468187672) | > loader_time: 0.012 (0.010758794247333997)  --> TIME: 2025-05-09 19:53:23 -- STEP: 437/725 -- GLOBAL_STEP: 171000 | > loss_disc: 2.1626181602478027 (2.2069856378524735) | > loss_disc_real_0: 0.15378594398498535 (0.13978717621049302) | > loss_disc_real_1: 0.15704509615898132 (0.19398425536515787) | > loss_disc_real_2: 0.20883962512016296 (0.18784675857977137) | > loss_disc_real_3: 0.2207241952419281 (0.20505794108732342) | > loss_disc_real_4: 0.19010376930236816 (0.19811993595255314) | > loss_disc_real_5: 0.23252525925636292 (0.20201467451569152) | > loss_0: 2.1626181602478027 (2.2069856378524735) | > grad_norm_0: tensor(29.5223, device='cuda:0') (tensor(32.3780, device='cuda:0')) | > loss_gen: 2.8558197021484375 (2.7810364620636476) | > loss_kl: 1.8259135484695435 (1.7436859755003207) | > loss_feat: 8.180581092834473 (8.293506669234349) | > loss_mel: 13.24738883972168 (13.353598522648936) | > loss_duration: 1.6725139617919922 (1.6924765041818335) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.782217025756836 (27.86430405151926) | > grad_norm_1: tensor(709.5974, device='cuda:0') (tensor(668.2349, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8986 (0.8620679705857685) | > loader_time: 0.0103 (0.010781776986896845) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_171000.pth  --> TIME: 2025-05-09 19:54:09 -- STEP: 487/725 -- GLOBAL_STEP: 171050 | > loss_disc: 2.183220863342285 (2.2059159866348668) | > loss_disc_real_0: 0.16180865466594696 (0.13912318894750536) | > loss_disc_real_1: 0.16878674924373627 (0.19391750894655196) | > loss_disc_real_2: 0.1808890849351883 (0.1879406708772667) | > loss_disc_real_3: 0.16221372783184052 (0.20510882867435165) | > loss_disc_real_4: 0.16178910434246063 (0.19803140889203028) | > loss_disc_real_5: 0.18905951082706451 (0.20198604489009245) | > loss_0: 2.183220863342285 (2.2059159866348668) | > grad_norm_0: tensor(54.7091, device='cuda:0') (tensor(32.0745, device='cuda:0')) | > loss_gen: 2.7446696758270264 (2.7797932835330217) | > loss_kl: 1.776298999786377 (1.7392146203062617) | > loss_feat: 8.445539474487305 (8.284160759904292) | > loss_mel: 13.497220039367676 (13.340222344995773) | > loss_duration: 1.6758331060409546 (1.6928498294563998) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.13956069946289 (27.83624074884998) | > grad_norm_1: tensor(998.9808, device='cuda:0') (tensor(674.6263, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8096 (0.8624151565700586) | > loader_time: 0.0101 (0.010742613911873497)  --> TIME: 2025-05-09 19:54:53 -- STEP: 537/725 -- GLOBAL_STEP: 171100 | > loss_disc: 2.218597888946533 (2.208138536030575) | > loss_disc_real_0: 0.15400537848472595 (0.13940592717858008) | > loss_disc_real_1: 0.20497772097587585 (0.19399386985674916) | > loss_disc_real_2: 0.19200484454631805 (0.18834736818374864) | > loss_disc_real_3: 0.22248952090740204 (0.20528404708792156) | > loss_disc_real_4: 0.1849464476108551 (0.198123876830941) | > loss_disc_real_5: 0.1757843941450119 (0.2020593338838503) | > loss_0: 2.218597888946533 (2.208138536030575) | > grad_norm_0: tensor(31.4260, device='cuda:0') (tensor(32.2573, device='cuda:0')) | > loss_gen: 2.9100468158721924 (2.7787237815572783) | > loss_kl: 1.7864619493484497 (1.737521235281307) | > loss_feat: 9.023032188415527 (8.268967545010296) | > loss_mel: 14.77462100982666 (13.332600630861425) | > loss_duration: 1.7235934734344482 (1.6933619136916858) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.217754364013672 (27.811174992964478) | > grad_norm_1: tensor(403.6665, device='cuda:0') (tensor(675.3008, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.879 (0.8627226343812001) | > loader_time: 0.0111 (0.01069461033996922)  --> TIME: 2025-05-09 19:55:37 -- STEP: 587/725 -- GLOBAL_STEP: 171150 | > loss_disc: 2.3021490573883057 (2.2081959414116556) | > loss_disc_real_0: 0.21805118024349213 (0.13933967816718001) | > loss_disc_real_1: 0.23843862116336823 (0.1939549081827144) | > loss_disc_real_2: 0.2085925191640854 (0.18824508951205804) | > loss_disc_real_3: 0.20903140306472778 (0.20532898830798862) | > loss_disc_real_4: 0.20259760320186615 (0.19818006524438544) | > loss_disc_real_5: 0.17557393014431 (0.20237024273133167) | > loss_0: 2.3021490573883057 (2.2081959414116556) | > grad_norm_0: tensor(50.0605, device='cuda:0') (tensor(32.1187, device='cuda:0')) | > loss_gen: 2.7331526279449463 (2.7785701824818596) | > loss_kl: 1.8561853170394897 (1.7366387281547822) | > loss_feat: 7.218470573425293 (8.270153408765381) | > loss_mel: 12.038256645202637 (13.334002327472232) | > loss_duration: 1.6595141887664795 (1.6926633286110586) | > amp_scaler: 256.0 (136.504258943782) | > loss_1: 25.505577087402344 (27.812027848355804) | > grad_norm_1: tensor(446.3001, device='cuda:0') (tensor(670.6606, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8638 (0.8633498938363903) | > loader_time: 0.0126 (0.01066333106266781)  --> TIME: 2025-05-09 19:56:21 -- STEP: 637/725 -- GLOBAL_STEP: 171200 | > loss_disc: 2.046955108642578 (2.2090022698676366) | > loss_disc_real_0: 0.09946377575397491 (0.13948925535429973) | > loss_disc_real_1: 0.17279917001724243 (0.19390802890109124) | > loss_disc_real_2: 0.21502801775932312 (0.18833572998806664) | > loss_disc_real_3: 0.23215697705745697 (0.20538936459475446) | > loss_disc_real_4: 0.15460023283958435 (0.19826910201477668) | > loss_disc_real_5: 0.17854030430316925 (0.20244686817823437) | > loss_0: 2.046955108642578 (2.2090022698676366) | > grad_norm_0: tensor(15.9675, device='cuda:0') (tensor(31.8172, device='cuda:0')) | > loss_gen: 3.0498673915863037 (2.7761558734079346) | > loss_kl: 1.7352138757705688 (1.7378079657277656) | > loss_feat: 10.323521614074707 (8.26489696323029) | > loss_mel: 16.372692108154297 (13.331060306243662) | > loss_duration: 1.6688528060913086 (1.6925738372458394) | > amp_scaler: 256.0 (145.88383045525913) | > loss_1: 33.150146484375 (27.8024948275819) | > grad_norm_1: tensor(739.6732, device='cuda:0') (tensor(669.5024, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8632 (0.8634087620200696) | > loader_time: 0.0103 (0.010633090601611168)  --> TIME: 2025-05-09 19:57:05 -- STEP: 687/725 -- GLOBAL_STEP: 171250 | > loss_disc: 2.2892613410949707 (2.2103069335265597) | > loss_disc_real_0: 0.1263056993484497 (0.13979933371840614) | > loss_disc_real_1: 0.20017504692077637 (0.1939560017905034) | > loss_disc_real_2: 0.18118816614151 (0.1883476537040921) | > loss_disc_real_3: 0.18476320803165436 (0.2054397986965929) | > loss_disc_real_4: 0.20654843747615814 (0.1985310028473883) | > loss_disc_real_5: 0.22075556218624115 (0.20242708893235248) | > loss_0: 2.2892613410949707 (2.2103069335265597) | > grad_norm_0: tensor(18.1402, device='cuda:0') (tensor(31.9050, device='cuda:0')) | > loss_gen: 2.6136538982391357 (2.775188601173166) | > loss_kl: 1.7836239337921143 (1.7371094360448736) | > loss_feat: 7.421142101287842 (8.258208739184907) | > loss_mel: 11.454812049865723 (13.32334006335885) | > loss_duration: 1.6774576902389526 (1.6927064582597047) | > amp_scaler: 256.0 (153.89810771470178) | > loss_1: 24.9506893157959 (27.78655318714124) | > grad_norm_1: tensor(644.9037, device='cuda:0') (tensor(666.2852, device='cuda:0')) | > current_lr_0: 0.0001957456324385363 | > current_lr_1: 0.0001957456324385363 | > step_time: 0.8666 (0.8632821318364042) | > loader_time: 0.0112 (0.010568977269890352)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.236814260482788 (2.236814260482788) | > loss_disc_real_0: 0.14076115190982819 (0.14076115190982819) | > loss_disc_real_1: 0.19546833634376526 (0.19546833634376526) | > loss_disc_real_2: 0.18021775782108307 (0.18021775782108307) | > loss_disc_real_3: 0.255649596452713 (0.255649596452713) | > loss_disc_real_4: 0.20374460518360138 (0.20374460518360138) | > loss_disc_real_5: 0.235403910279274 (0.235403910279274) | > loss_0: 2.236814260482788 (2.236814260482788) | > loss_gen: 2.720365524291992 (2.720365524291992) | > loss_kl: 2.1124494075775146 (2.1124494075775146) | > loss_feat: 8.421504020690918 (8.421504020690918) | > loss_mel: 13.734602928161621 (13.734602928161621) | > loss_duration: 1.689033031463623 (1.689033031463623) | > loss_1: 28.677955627441406 (28.677955627441406)  --> STEP: 1 | > loss_disc: 2.219115734100342 (2.219115734100342) | > loss_disc_real_0: 0.14898300170898438 (0.14898300170898438) | > loss_disc_real_1: 0.20402532815933228 (0.20402532815933228) | > loss_disc_real_2: 0.17925354838371277 (0.17925354838371277) | > loss_disc_real_3: 0.2427741289138794 (0.2427741289138794) | > loss_disc_real_4: 0.21856369078159332 (0.21856369078159332) | > loss_disc_real_5: 0.21061860024929047 (0.21061860024929047) | > loss_0: 2.219115734100342 (2.219115734100342) | > loss_gen: 2.8010036945343018 (2.8010036945343018) | > loss_kl: 2.1352927684783936 (2.1352927684783936) | > loss_feat: 8.512614250183105 (8.512614250183105) | > loss_mel: 13.982403755187988 (13.982403755187988) | > loss_duration: 1.778132438659668 (1.778132438659668) | > loss_1: 29.20944595336914 (29.20944595336914)  --> STEP: 2 | > loss_disc: 2.203211784362793 (2.2111637592315674) | > loss_disc_real_0: 0.1471121609210968 (0.1480475813150406) | > loss_disc_real_1: 0.20954501628875732 (0.2067851722240448) | > loss_disc_real_2: 0.17692740261554718 (0.17809047549962997) | > loss_disc_real_3: 0.2382749319076538 (0.2405245304107666) | > loss_disc_real_4: 0.22566814720630646 (0.2221159189939499) | > loss_disc_real_5: 0.21042685210704803 (0.21052272617816925) | > loss_0: 2.203211784362793 (2.2111637592315674) | > loss_gen: 2.8231253623962402 (2.812064528465271) | > loss_kl: 1.967522144317627 (2.0514074563980103) | > loss_feat: 9.248576164245605 (8.880595207214355) | > loss_mel: 15.079751014709473 (14.53107738494873) | > loss_duration: 1.8337903022766113 (1.8059613704681396) | > loss_1: 30.9527645111084 (30.08110523223877)  --> STEP: 3 | > loss_disc: 2.3612380027770996 (2.261188507080078) | > loss_disc_real_0: 0.16193051636219025 (0.15267522633075714) | > loss_disc_real_1: 0.21521933376789093 (0.20959655940532684) | > loss_disc_real_2: 0.1949411928653717 (0.18370738128821054) | > loss_disc_real_3: 0.23519282042980194 (0.23874729375044504) | > loss_disc_real_4: 0.23094332218170166 (0.22505838672320047) | > loss_disc_real_5: 0.21172671020030975 (0.2109240541855494) | > loss_0: 2.3612380027770996 (2.261188507080078) | > loss_gen: 2.5438876152038574 (2.7226722240448) | > loss_kl: 1.8533436059951782 (1.9853861729303997) | > loss_feat: 7.121338844299316 (8.29417641957601) | > loss_mel: 12.505379676818848 (13.855844815572103) | > loss_duration: 1.7967151403427124 (1.8028792937596638) | > loss_1: 25.82066535949707 (28.660958607991535)  --> STEP: 4 | > loss_disc: 2.274660587310791 (2.2645565271377563) | > loss_disc_real_0: 0.12978696823120117 (0.14695316180586815) | > loss_disc_real_1: 0.22630496323108673 (0.21377366036176682) | > loss_disc_real_2: 0.17541123926639557 (0.1816333457827568) | > loss_disc_real_3: 0.2547152638435364 (0.24273928627371788) | > loss_disc_real_4: 0.2555771768093109 (0.2326880842447281) | > loss_disc_real_5: 0.2186231017112732 (0.21284881606698036) | > loss_0: 2.274660587310791 (2.2645565271377563) | > loss_gen: 2.8270771503448486 (2.748773455619812) | > loss_kl: 1.85024094581604 (1.9515998661518097) | > loss_feat: 8.991681098937988 (8.468552589416504) | > loss_mel: 14.826927185058594 (14.098615407943726) | > loss_duration: 1.773316740989685 (1.7954886555671692) | > loss_1: 30.269245147705078 (29.063030242919922) --> EVAL PERFORMANCE | > avg_loader_time: 0.2874174118041992 (-0.017586171627044678) | > avg_loss_disc: 2.2645565271377563 (-0.015561938285827637) | > avg_loss_disc_real_0: 0.14695316180586815 (-0.049458470195531845) | > avg_loss_disc_real_1: 0.21377366036176682 (+0.0028535686433315277) | > avg_loss_disc_real_2: 0.1816333457827568 (+0.01889481395483017) | > avg_loss_disc_real_3: 0.24273928627371788 (+0.05531538650393486) | > avg_loss_disc_real_4: 0.2326880842447281 (-0.05225684493780136) | > avg_loss_disc_real_5: 0.21284881606698036 (-0.0533686988055706) | > avg_loss_0: 2.2645565271377563 (-0.015561938285827637) | > avg_loss_gen: 2.748773455619812 (-0.06645679473876953) | > avg_loss_kl: 1.9515998661518097 (-0.014202415943145752) | > avg_loss_feat: 8.468552589416504 (+0.14508390426635742) | > avg_loss_mel: 14.098615407943726 (-0.2830507755279541) | > avg_loss_duration: 1.7954886555671692 (+0.0016433894634246826) | > avg_loss_1: 29.063030242919922 (-0.21698236465454102)  > EPOCH: 173/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 19:57:45)   --> TIME: 2025-05-09 19:57:57 -- STEP: 12/725 -- GLOBAL_STEP: 171300 | > loss_disc: 2.410228729248047 (2.214575548966726) | > loss_disc_real_0: 0.21409514546394348 (0.14182911130289236) | > loss_disc_real_1: 0.2238691747188568 (0.19209234043955803) | > loss_disc_real_2: 0.22992101311683655 (0.18672270824511847) | > loss_disc_real_3: 0.23515231907367706 (0.20973776777585348) | > loss_disc_real_4: 0.23286066949367523 (0.20447904616594315) | > loss_disc_real_5: 0.18151496350765228 (0.1971154548227787) | > loss_0: 2.410228729248047 (2.214575548966726) | > grad_norm_0: tensor(38.4457, device='cuda:0') (tensor(30.5974, device='cuda:0')) | > loss_gen: 2.5360889434814453 (2.762679954369863) | > loss_kl: 1.6625823974609375 (1.7965802450974782) | > loss_feat: 6.350942611694336 (8.152479608853659) | > loss_mel: 10.668974876403809 (13.120466152826944) | > loss_duration: 1.7243528366088867 (1.6944253245989482) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.94293975830078 (27.526631037394207) | > grad_norm_1: tensor(206.9939, device='cuda:0') (tensor(609.2583, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8572 (0.8495649894078573) | > loader_time: 0.0097 (0.009798228740692139)  --> TIME: 2025-05-09 19:58:41 -- STEP: 62/725 -- GLOBAL_STEP: 171350 | > loss_disc: 2.170246124267578 (2.2050904458568947) | > loss_disc_real_0: 0.13923849165439606 (0.13662448525428766) | > loss_disc_real_1: 0.1580033153295517 (0.19363759145621331) | > loss_disc_real_2: 0.1802821308374405 (0.18947482757991363) | > loss_disc_real_3: 0.17811653017997742 (0.20731541778772108) | > loss_disc_real_4: 0.19632883369922638 (0.1972011820443215) | > loss_disc_real_5: 0.2243364453315735 (0.20295108518292826) | > loss_0: 2.170246124267578 (2.2050904458568947) | > grad_norm_0: tensor(32.9818, device='cuda:0') (tensor(31.7930, device='cuda:0')) | > loss_gen: 2.965676784515381 (2.784131942256805) | > loss_kl: 1.6549423933029175 (1.7564495571198002) | > loss_feat: 8.725086212158203 (8.257843263687626) | > loss_mel: 14.189859390258789 (13.172498010819957) | > loss_duration: 1.729645848274231 (1.6881962226283165) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.265213012695312 (27.65911889845325) | > grad_norm_1: tensor(750.3613, device='cuda:0') (tensor(634.0623, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8534 (0.8646379017060802) | > loader_time: 0.0094 (0.009957748074685371)  --> TIME: 2025-05-09 19:59:25 -- STEP: 112/725 -- GLOBAL_STEP: 171400 | > loss_disc: 2.2319304943084717 (2.2049851098230917) | > loss_disc_real_0: 0.15824763476848602 (0.1381231903630708) | > loss_disc_real_1: 0.178768590092659 (0.19259754994085856) | > loss_disc_real_2: 0.19733542203903198 (0.1878898650673884) | > loss_disc_real_3: 0.18491508066654205 (0.20731035061180594) | > loss_disc_real_4: 0.17696382105350494 (0.19732292741537094) | > loss_disc_real_5: 0.21765665709972382 (0.202976418659091) | > loss_0: 2.2319304943084717 (2.2049851098230917) | > grad_norm_0: tensor(66.9779, device='cuda:0') (tensor(32.3808, device='cuda:0')) | > loss_gen: 2.6643929481506348 (2.7817393860646646) | > loss_kl: 1.6538052558898926 (1.739260965159961) | > loss_feat: 8.502467155456543 (8.267152620213372) | > loss_mel: 13.443225860595703 (13.226381616933006) | > loss_duration: 1.6940948963165283 (1.693227516753333) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.95798683166504 (27.707762002944946) | > grad_norm_1: tensor(777.0613, device='cuda:0') (tensor(636.4821, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8493 (0.8654479746307645) | > loader_time: 0.0094 (0.010275472487722122)  --> TIME: 2025-05-09 20:00:09 -- STEP: 162/725 -- GLOBAL_STEP: 171450 | > loss_disc: 2.2711334228515625 (2.2048421715512694) | > loss_disc_real_0: 0.17951513826847076 (0.13896076864114518) | > loss_disc_real_1: 0.1793108433485031 (0.19210605838416536) | > loss_disc_real_2: 0.1922045350074768 (0.18778042771198142) | > loss_disc_real_3: 0.1838752031326294 (0.20616411316541983) | > loss_disc_real_4: 0.22322770953178406 (0.19760518603854718) | > loss_disc_real_5: 0.21819950640201569 (0.20379057931311328) | > loss_0: 2.2711334228515625 (2.2048421715512694) | > grad_norm_0: tensor(35.7848, device='cuda:0') (tensor(31.8081, device='cuda:0')) | > loss_gen: 2.6185147762298584 (2.7784879693278555) | > loss_kl: 1.8610903024673462 (1.7430368529425735) | > loss_feat: 8.311444282531738 (8.275768680337034) | > loss_mel: 12.789055824279785 (13.239664054211275) | > loss_duration: 1.651661992073059 (1.6931813300391774) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.231767654418945 (27.73013879046028) | > grad_norm_1: tensor(667.2481, device='cuda:0') (tensor(629.6157, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8404 (0.8649673506065652) | > loader_time: 0.0105 (0.010295981242332927)  --> TIME: 2025-05-09 20:00:54 -- STEP: 212/725 -- GLOBAL_STEP: 171500 | > loss_disc: 2.4543936252593994 (2.2098628518716357) | > loss_disc_real_0: 0.17695264518260956 (0.14109190490167106) | > loss_disc_real_1: 0.20510759949684143 (0.19231574666106477) | > loss_disc_real_2: 0.20497284829616547 (0.1880008536830264) | > loss_disc_real_3: 0.21985329687595367 (0.20563449302934253) | > loss_disc_real_4: 0.21625180542469025 (0.19769350516627426) | > loss_disc_real_5: 0.21278513967990875 (0.20450259745120997) | > loss_0: 2.4543936252593994 (2.2098628518716357) | > grad_norm_0: tensor(41.4864, device='cuda:0') (tensor(30.7008, device='cuda:0')) | > loss_gen: 2.3667612075805664 (2.773190073247226) | > loss_kl: 1.6569530963897705 (1.7457354456748608) | > loss_feat: 6.638535499572754 (8.270643013828206) | > loss_mel: 11.138350486755371 (13.273887134947866) | > loss_duration: 1.6824748516082764 (1.6927391622426375) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.48307228088379 (27.75619476246384) | > grad_norm_1: tensor(693.5300, device='cuda:0') (tensor(617.8074, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8515 (0.869892456621494) | > loader_time: 0.0092 (0.010305343933825225)  --> TIME: 2025-05-09 20:01:38 -- STEP: 262/725 -- GLOBAL_STEP: 171550 | > loss_disc: 2.134795904159546 (2.2103679562343004) | > loss_disc_real_0: 0.20688343048095703 (0.14165642564647077) | > loss_disc_real_1: 0.1663469672203064 (0.19222021057405544) | > loss_disc_real_2: 0.18016068637371063 (0.1878166209536655) | > loss_disc_real_3: 0.1941543072462082 (0.2057145133842039) | > loss_disc_real_4: 0.1910700798034668 (0.19776007908446194) | > loss_disc_real_5: 0.2264738827943802 (0.20424144203198769) | > loss_0: 2.134795904159546 (2.2103679562343004) | > grad_norm_0: tensor(55.7240, device='cuda:0') (tensor(31.0518, device='cuda:0')) | > loss_gen: 2.9539990425109863 (2.771963721923246) | > loss_kl: 1.720272421836853 (1.7443175447806152) | > loss_feat: 8.737142562866211 (8.263691993160101) | > loss_mel: 13.575084686279297 (13.277282547404749) | > loss_duration: 1.6820354461669922 (1.6938032389597129) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.668533325195312 (27.751058964328912) | > grad_norm_1: tensor(699.2795, device='cuda:0') (tensor(623.2880, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8846 (0.8671018913502001) | > loader_time: 0.01 (0.01023156588314144)  --> TIME: 2025-05-09 20:02:22 -- STEP: 312/725 -- GLOBAL_STEP: 171600 | > loss_disc: 2.253781795501709 (2.2103719971118827) | > loss_disc_real_0: 0.1503576934337616 (0.14135205750473037) | > loss_disc_real_1: 0.1990961730480194 (0.19261865494533992) | > loss_disc_real_2: 0.2084749937057495 (0.1880462675427015) | > loss_disc_real_3: 0.19831319153308868 (0.20558348312400854) | > loss_disc_real_4: 0.18948669731616974 (0.19767091633417672) | > loss_disc_real_5: 0.22283506393432617 (0.20434291178408337) | > loss_0: 2.253781795501709 (2.2103719971118827) | > grad_norm_0: tensor(40.7472, device='cuda:0') (tensor(31.3000, device='cuda:0')) | > loss_gen: 2.630481481552124 (2.77601587619537) | > loss_kl: 1.6651159524917603 (1.7409099733982338) | > loss_feat: 7.094274520874023 (8.267790239590864) | > loss_mel: 11.390271186828613 (13.295165951435383) | > loss_duration: 1.6746203899383545 (1.692905037448956) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.454763412475586 (27.77278702075665) | > grad_norm_1: tensor(622.0281, device='cuda:0') (tensor(631.0294, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8625 (0.86642244993112) | > loader_time: 0.0122 (0.010216407286815152)  --> TIME: 2025-05-09 20:03:06 -- STEP: 362/725 -- GLOBAL_STEP: 171650 | > loss_disc: 2.2367637157440186 (2.2103562707400446) | > loss_disc_real_0: 0.2249600738286972 (0.14153444040463775) | > loss_disc_real_1: 0.20965054631233215 (0.1927615772130081) | > loss_disc_real_2: 0.22084270417690277 (0.1882096106258546) | > loss_disc_real_3: 0.21344760060310364 (0.20532076707037772) | > loss_disc_real_4: 0.2505713701248169 (0.19768704119966843) | > loss_disc_real_5: 0.21671754121780396 (0.20377985581508654) | > loss_0: 2.2367637157440186 (2.2103562707400446) | > grad_norm_0: tensor(59.4600, device='cuda:0') (tensor(31.8229, device='cuda:0')) | > loss_gen: 3.0695722103118896 (2.7789911644234846) | > loss_kl: 1.9180010557174683 (1.742555952862482) | > loss_feat: 8.662250518798828 (8.283036249118616) | > loss_mel: 14.40972900390625 (13.315132441441657) | > loss_duration: 1.6530133485794067 (1.6920721945841666) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.712566375732422 (27.811787968841045) | > grad_norm_1: tensor(763.7404, device='cuda:0') (tensor(638.3367, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8546 (0.8670856952667235) | > loader_time: 0.0092 (0.010206088835363223)  --> TIME: 2025-05-09 20:03:50 -- STEP: 412/725 -- GLOBAL_STEP: 171700 | > loss_disc: 2.1861696243286133 (2.208999642180007) | > loss_disc_real_0: 0.15031103789806366 (0.1413175752838547) | > loss_disc_real_1: 0.17724652588367462 (0.19253181724004376) | > loss_disc_real_2: 0.23443962633609772 (0.18805440837173792) | > loss_disc_real_3: 0.20138531923294067 (0.20502282943106392) | > loss_disc_real_4: 0.18395467102527618 (0.1974450788885645) | > loss_disc_real_5: 0.2217923253774643 (0.20392211870227042) | > loss_0: 2.1861696243286133 (2.208999642180007) | > grad_norm_0: tensor(26.2199, device='cuda:0') (tensor(31.4340, device='cuda:0')) | > loss_gen: 2.7727575302124023 (2.778267863306028) | > loss_kl: 1.7132712602615356 (1.7411017250088818) | > loss_feat: 7.744109630584717 (8.266992697437997) | > loss_mel: 12.75305461883545 (13.28712504349866) | > loss_duration: 1.700318455696106 (1.6925332381308655) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.68351173400879 (27.766020520219524) | > grad_norm_1: tensor(789.3607, device='cuda:0') (tensor(638.9622, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.9179 (0.8668581224182276) | > loader_time: 0.0095 (0.010184415914479966)  --> TIME: 2025-05-09 20:04:34 -- STEP: 462/725 -- GLOBAL_STEP: 171750 | > loss_disc: 2.2193350791931152 (2.208613490129446) | > loss_disc_real_0: 0.13553856313228607 (0.14091153886346572) | > loss_disc_real_1: 0.18438462913036346 (0.19233042166217582) | > loss_disc_real_2: 0.22338387370109558 (0.18795382321783996) | > loss_disc_real_3: 0.1947796642780304 (0.2051102329706733) | > loss_disc_real_4: 0.1782742440700531 (0.19742710159454516) | > loss_disc_real_5: 0.19196529686450958 (0.2040457451046803) | > loss_0: 2.2193350791931152 (2.208613490129446) | > grad_norm_0: tensor(39.9940, device='cuda:0') (tensor(31.5136, device='cuda:0')) | > loss_gen: 2.9058918952941895 (2.7782485913404664) | > loss_kl: 1.7242937088012695 (1.7371236129756618) | > loss_feat: 8.60390853881836 (8.274031742310639) | > loss_mel: 14.48547077178955 (13.285002978849205) | > loss_duration: 1.7338627576828003 (1.6927686821330674) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.453426361083984 (27.76717558361235) | > grad_norm_1: tensor(918.8999, device='cuda:0') (tensor(643.7149, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.7954 (0.8664669056475419) | > loader_time: 0.0096 (0.010192561975289215)  --> TIME: 2025-05-09 20:05:17 -- STEP: 512/725 -- GLOBAL_STEP: 171800 | > loss_disc: 2.260349750518799 (2.207602199865505) | > loss_disc_real_0: 0.14587858319282532 (0.14028746001713427) | > loss_disc_real_1: 0.19943398237228394 (0.19235200315597467) | > loss_disc_real_2: 0.19777873158454895 (0.18787236962816684) | > loss_disc_real_3: 0.21016688644886017 (0.2048751061083749) | > loss_disc_real_4: 0.18436476588249207 (0.1974919145868626) | > loss_disc_real_5: 0.18985262513160706 (0.20420091005507854) | > loss_0: 2.260349750518799 (2.207602199865505) | > grad_norm_0: tensor(12.3435, device='cuda:0') (tensor(31.2898, device='cuda:0')) | > loss_gen: 2.7099099159240723 (2.77731874305755) | > loss_kl: 1.5909463167190552 (1.7347563414368783) | > loss_feat: 7.062331676483154 (8.273149318061781) | > loss_mel: 11.884730339050293 (13.28978074900806) | > loss_duration: 1.6443374156951904 (1.69346128241159) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.892255783081055 (27.76846642047167) | > grad_norm_1: tensor(600.2968, device='cuda:0') (tensor(651.1429, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8681 (0.8654778953641652) | > loader_time: 0.0106 (0.010197957046329973)  --> TIME: 2025-05-09 20:06:01 -- STEP: 562/725 -- GLOBAL_STEP: 171850 | > loss_disc: 2.1013340950012207 (2.208479912891932) | > loss_disc_real_0: 0.14738619327545166 (0.14099018034455604) | > loss_disc_real_1: 0.16831199824810028 (0.19248767687650764) | > loss_disc_real_2: 0.19334034621715546 (0.1879516114013475) | > loss_disc_real_3: 0.20237219333648682 (0.20497144143564422) | > loss_disc_real_4: 0.21481581032276154 (0.19737961429612075) | > loss_disc_real_5: 0.2298404574394226 (0.20405404537491945) | > loss_0: 2.1013340950012207 (2.208479912891932) | > grad_norm_0: tensor(14.1141, device='cuda:0') (tensor(31.5022, device='cuda:0')) | > loss_gen: 3.0162789821624756 (2.7793061533856664) | > loss_kl: 1.8131866455078125 (1.7318698051137005) | > loss_feat: 9.622603416442871 (8.276954947841562) | > loss_mel: 14.31292724609375 (13.293037999991423) | > loss_duration: 1.6643866300582886 (1.6933664045299919) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.429384231567383 (27.774535277560087) | > grad_norm_1: tensor(723.9203, device='cuda:0') (tensor(648.6323, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8877 (0.8656501146397982) | > loader_time: 0.0101 (0.010209919719085147)  --> TIME: 2025-05-09 20:06:46 -- STEP: 612/725 -- GLOBAL_STEP: 171900 | > loss_disc: 2.1724820137023926 (2.2080948239837603) | > loss_disc_real_0: 0.13600027561187744 (0.14069282885616502) | > loss_disc_real_1: 0.19879519939422607 (0.1926310489477675) | > loss_disc_real_2: 0.1952802687883377 (0.18806741912575334) | > loss_disc_real_3: 0.2065345048904419 (0.20492851546679453) | > loss_disc_real_4: 0.19433826208114624 (0.1971470945411259) | > loss_disc_real_5: 0.1715453416109085 (0.20386204461938412) | > loss_0: 2.1724820137023926 (2.2080948239837603) | > grad_norm_0: tensor(31.4028, device='cuda:0') (tensor(31.2155, device='cuda:0')) | > loss_gen: 2.8351852893829346 (2.778004145310596) | > loss_kl: 1.8033968210220337 (1.7293851809953549) | > loss_feat: 8.208663940429688 (8.278843515059537) | > loss_mel: 14.4044189453125 (13.294871199364763) | > loss_duration: 1.626391887664795 (1.6927853834395314) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.87805938720703 (27.773889420079257) | > grad_norm_1: tensor(772.6403, device='cuda:0') (tensor(650.6646, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8107 (0.8664009165919684) | > loader_time: 0.0092 (0.010226954432094796)  --> TIME: 2025-05-09 20:07:29 -- STEP: 662/725 -- GLOBAL_STEP: 171950 | > loss_disc: 2.4314115047454834 (2.2103387549564553) | > loss_disc_real_0: 0.22137956321239471 (0.14164333135519863) | > loss_disc_real_1: 0.2306521087884903 (0.19282521982747625) | > loss_disc_real_2: 0.2137601226568222 (0.18824388030522538) | > loss_disc_real_3: 0.2565085291862488 (0.205017007774817) | > loss_disc_real_4: 0.25061729550361633 (0.19724626078346344) | > loss_disc_real_5: 0.21175269782543182 (0.20391759476722898) | > loss_0: 2.4314115047454834 (2.2103387549564553) | > grad_norm_0: tensor(33.2144, device='cuda:0') (tensor(31.2476, device='cuda:0')) | > loss_gen: 2.592072010040283 (2.7775555748233614) | > loss_kl: 1.7454450130462646 (1.7319919074410035) | > loss_feat: 6.404207229614258 (8.275402612196375) | > loss_mel: 11.453426361083984 (13.30067583729494) | > loss_duration: 1.6892850399017334 (1.6930285690414222) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.884435653686523 (27.778654498996335) | > grad_norm_1: tensor(611.0775, device='cuda:0') (tensor(646.7302, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8609 (0.8654459001794682) | > loader_time: 0.0104 (0.010226482351020735)  --> TIME: 2025-05-09 20:08:13 -- STEP: 712/725 -- GLOBAL_STEP: 172000 | > loss_disc: 2.3118133544921875 (2.211404358403068) | > loss_disc_real_0: 0.14675965905189514 (0.14154356589352474) | > loss_disc_real_1: 0.18538004159927368 (0.1928522854080696) | > loss_disc_real_2: 0.1917465627193451 (0.1884029247075988) | > loss_disc_real_3: 0.22120019793510437 (0.20509356080313754) | > loss_disc_real_4: 0.19877542555332184 (0.19722160809997763) | > loss_disc_real_5: 0.2119501680135727 (0.2042256733297966) | > loss_0: 2.3118133544921875 (2.211404358403068) | > grad_norm_0: tensor(21.3084, device='cuda:0') (tensor(31.2651, device='cuda:0')) | > loss_gen: 2.492706060409546 (2.7754662636290774) | > loss_kl: 1.7957249879837036 (1.7326350272371525) | > loss_feat: 6.641537666320801 (8.264732950858873) | > loss_mel: 11.516054153442383 (13.285177461216964) | > loss_duration: 1.6849019527435303 (1.6926426927695113) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.130924224853516 (27.750654397385848) | > grad_norm_1: tensor(580.8465, device='cuda:0') (tensor(647.2406, device='cuda:0')) | > current_lr_0: 0.00019572116423448148 | > current_lr_1: 0.00019572116423448148 | > step_time: 0.8323 (0.8648957295364208) | > loader_time: 0.0138 (0.010234181130869997) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_172000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3640358448028564 (2.3640358448028564) | > loss_disc_real_0: 0.18768663704395294 (0.18768663704395294) | > loss_disc_real_1: 0.20475293695926666 (0.20475293695926666) | > loss_disc_real_2: 0.22147732973098755 (0.22147732973098755) | > loss_disc_real_3: 0.17011305689811707 (0.17011305689811707) | > loss_disc_real_4: 0.3152904212474823 (0.3152904212474823) | > loss_disc_real_5: 0.23377403616905212 (0.23377403616905212) | > loss_0: 2.3640358448028564 (2.3640358448028564) | > loss_gen: 2.8022220134735107 (2.8022220134735107) | > loss_kl: 2.1192221641540527 (2.1192221641540527) | > loss_feat: 7.91131591796875 (7.91131591796875) | > loss_mel: 13.823979377746582 (13.823979377746582) | > loss_duration: 1.702203392982483 (1.702203392982483) | > loss_1: 28.358943939208984 (28.358943939208984)  --> STEP: 1 | > loss_disc: 2.3909759521484375 (2.3909759521484375) | > loss_disc_real_0: 0.17968949675559998 (0.17968949675559998) | > loss_disc_real_1: 0.20193716883659363 (0.20193716883659363) | > loss_disc_real_2: 0.2099878340959549 (0.2099878340959549) | > loss_disc_real_3: 0.18136274814605713 (0.18136274814605713) | > loss_disc_real_4: 0.30123278498649597 (0.30123278498649597) | > loss_disc_real_5: 0.22440852224826813 (0.22440852224826813) | > loss_0: 2.3909759521484375 (2.3909759521484375) | > loss_gen: 2.675490379333496 (2.675490379333496) | > loss_kl: 2.093757390975952 (2.093757390975952) | > loss_feat: 8.31332778930664 (8.31332778930664) | > loss_mel: 13.68858814239502 (13.68858814239502) | > loss_duration: 1.7905511856079102 (1.7905511856079102) | > loss_1: 28.56171417236328 (28.56171417236328)  --> STEP: 2 | > loss_disc: 2.2564899921417236 (2.3237329721450806) | > loss_disc_real_0: 0.17153017222881317 (0.17560983449220657) | > loss_disc_real_1: 0.1876647174358368 (0.1948009431362152) | > loss_disc_real_2: 0.21060127019882202 (0.21029455214738846) | > loss_disc_real_3: 0.17116250097751617 (0.17626262456178665) | > loss_disc_real_4: 0.30111774802207947 (0.3011752665042877) | > loss_disc_real_5: 0.20249301195144653 (0.21345076709985733) | > loss_0: 2.2564899921417236 (2.3237329721450806) | > loss_gen: 2.8262939453125 (2.750892162322998) | > loss_kl: 1.8069595098495483 (1.9503584504127502) | > loss_feat: 8.632193565368652 (8.472760677337646) | > loss_mel: 14.757688522338867 (14.223138332366943) | > loss_duration: 1.8302425146102905 (1.8103968501091003) | > loss_1: 29.853378295898438 (29.20754623413086)  --> STEP: 3 | > loss_disc: 2.334336519241333 (2.3272674878438315) | > loss_disc_real_0: 0.18452709913253784 (0.17858225603898367) | > loss_disc_real_1: 0.19078931212425232 (0.19346373279889426) | > loss_disc_real_2: 0.20478078722953796 (0.20845663050810495) | > loss_disc_real_3: 0.16446028649806976 (0.172328511873881) | > loss_disc_real_4: 0.29376745223999023 (0.2987059950828552) | > loss_disc_real_5: 0.21877576410770416 (0.21522576610247293) | > loss_0: 2.334336519241333 (2.3272674878438315) | > loss_gen: 2.680838108062744 (2.7275408109029136) | > loss_kl: 1.9252517223358154 (1.941989541053772) | > loss_feat: 8.187591552734375 (8.377704302469889) | > loss_mel: 13.70103645324707 (14.049104372660318) | > loss_duration: 1.8063039779663086 (1.8090325593948364) | > loss_1: 28.301021575927734 (28.905371348063152)  --> STEP: 4 | > loss_disc: 2.20967960357666 (2.2978705167770386) | > loss_disc_real_0: 0.12842488288879395 (0.16604291275143623) | > loss_disc_real_1: 0.1977882832288742 (0.19454487040638924) | > loss_disc_real_2: 0.21861426532268524 (0.21099603921175003) | > loss_disc_real_3: 0.1639474332332611 (0.17023324221372604) | > loss_disc_real_4: 0.27111804485321045 (0.29180900752544403) | > loss_disc_real_5: 0.2535044252872467 (0.22479543089866638) | > loss_0: 2.20967960357666 (2.2978705167770386) | > loss_gen: 2.91287899017334 (2.77387535572052) | > loss_kl: 1.9687352180480957 (1.948675960302353) | > loss_feat: 10.106077194213867 (8.809797525405884) | > loss_mel: 15.375997543334961 (14.38082766532898) | > loss_duration: 1.743420124053955 (1.792629450559616) | > loss_1: 32.10710906982422 (29.705805778503418) --> EVAL PERFORMANCE | > avg_loader_time: 0.2932371497154236 (+0.005819737911224365) | > avg_loss_disc: 2.2978705167770386 (+0.03331398963928223) | > avg_loss_disc_real_0: 0.16604291275143623 (+0.019089750945568085) | > avg_loss_disc_real_1: 0.19454487040638924 (-0.01922878995537758) | > avg_loss_disc_real_2: 0.21099603921175003 (+0.029362693428993225) | > avg_loss_disc_real_3: 0.17023324221372604 (-0.07250604405999184) | > avg_loss_disc_real_4: 0.29180900752544403 (+0.05912092328071594) | > avg_loss_disc_real_5: 0.22479543089866638 (+0.01194661483168602) | > avg_loss_0: 2.2978705167770386 (+0.03331398963928223) | > avg_loss_gen: 2.77387535572052 (+0.025101900100708008) | > avg_loss_kl: 1.948675960302353 (-0.002923905849456787) | > avg_loss_feat: 8.809797525405884 (+0.3412449359893799) | > avg_loss_mel: 14.38082766532898 (+0.2822122573852539) | > avg_loss_duration: 1.792629450559616 (-0.0028592050075531006) | > avg_loss_1: 29.705805778503418 (+0.6427755355834961)  > EPOCH: 174/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 20:08:33)   --> TIME: 2025-05-09 20:09:08 -- STEP: 37/725 -- GLOBAL_STEP: 172050 | > loss_disc: 2.2674920558929443 (2.2262587096240067) | > loss_disc_real_0: 0.18350045382976532 (0.1511007543351199) | > loss_disc_real_1: 0.19658608734607697 (0.1945910067171664) | > loss_disc_real_2: 0.1822289377450943 (0.19160309997764793) | > loss_disc_real_3: 0.18573932349681854 (0.2063945934579179) | > loss_disc_real_4: 0.18464083969593048 (0.19772771403596207) | > loss_disc_real_5: 0.21581897139549255 (0.19902611463456538) | > loss_0: 2.2674920558929443 (2.2262587096240067) | > grad_norm_0: tensor(24.2798, device='cuda:0') (tensor(34.0637, device='cuda:0')) | > loss_gen: 2.6121256351470947 (2.7729989322456152) | > loss_kl: 1.7507109642028809 (1.7427352054699048) | > loss_feat: 7.524080276489258 (8.205664351179793) | > loss_mel: 12.060166358947754 (13.506704974818874) | > loss_duration: 1.6937317848205566 (1.6887639793189797) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.64081382751465 (27.91686743658942) | > grad_norm_1: tensor(417.1609, device='cuda:0') (tensor(590.7648, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.877 (0.8595959238103918) | > loader_time: 0.0104 (0.010504709707724082)  --> TIME: 2025-05-09 20:09:51 -- STEP: 87/725 -- GLOBAL_STEP: 172100 | > loss_disc: 2.086095094680786 (2.203468013083797) | > loss_disc_real_0: 0.1254885345697403 (0.13892572869857153) | > loss_disc_real_1: 0.17614176869392395 (0.19545919508084483) | > loss_disc_real_2: 0.16387757658958435 (0.1894355695480588) | > loss_disc_real_3: 0.1938575655221939 (0.2046333284213625) | > loss_disc_real_4: 0.16844546794891357 (0.1976229409719336) | > loss_disc_real_5: 0.19420738518238068 (0.1990269467063334) | > loss_0: 2.086095094680786 (2.203468013083797) | > grad_norm_0: tensor(24.7646, device='cuda:0') (tensor(31.0268, device='cuda:0')) | > loss_gen: 2.9529149532318115 (2.788732928791265) | > loss_kl: 1.9472274780273438 (1.7609889329164878) | > loss_feat: 8.645694732666016 (8.289876461029056) | > loss_mel: 13.579011917114258 (13.506380607341898) | > loss_duration: 1.6669132709503174 (1.6925876798300907) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.791763305664062 (28.038566611279016) | > grad_norm_1: tensor(696.5033, device='cuda:0') (tensor(647.1304, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8538 (0.855722745259603) | > loader_time: 0.0112 (0.010380320165349148)  --> TIME: 2025-05-09 20:10:35 -- STEP: 137/725 -- GLOBAL_STEP: 172150 | > loss_disc: 2.2023355960845947 (2.205253482735069) | > loss_disc_real_0: 0.14325642585754395 (0.14055613607820802) | > loss_disc_real_1: 0.1741994172334671 (0.19421759356547447) | > loss_disc_real_2: 0.17360176146030426 (0.18838837710175202) | > loss_disc_real_3: 0.209285706281662 (0.20439477232250855) | > loss_disc_real_4: 0.23240557312965393 (0.1984907276656506) | > loss_disc_real_5: 0.23516486585140228 (0.20126769403471564) | > loss_0: 2.2023355960845947 (2.205253482735069) | > grad_norm_0: tensor(24.0852, device='cuda:0') (tensor(31.4163, device='cuda:0')) | > loss_gen: 2.772433042526245 (2.776700159058954) | > loss_kl: 1.6960285902023315 (1.7493544512421546) | > loss_feat: 8.036128997802734 (8.28389936990112) | > loss_mel: 12.317971229553223 (13.432967241663132) | > loss_duration: 1.6759552955627441 (1.691967157551842) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.498516082763672 (27.934888435976344) | > grad_norm_1: tensor(558.5339, device='cuda:0') (tensor(642.7609, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8155 (0.8575226999547361) | > loader_time: 0.01 (0.010388414355090065)  --> TIME: 2025-05-09 20:11:19 -- STEP: 187/725 -- GLOBAL_STEP: 172200 | > loss_disc: 2.149540901184082 (2.2013500438016984) | > loss_disc_real_0: 0.08984894305467606 (0.1404344466201125) | > loss_disc_real_1: 0.18550606071949005 (0.1932206214430498) | > loss_disc_real_2: 0.180836021900177 (0.18746124439061007) | > loss_disc_real_3: 0.20813481509685516 (0.2037692941765097) | > loss_disc_real_4: 0.17603592574596405 (0.1976510613041128) | > loss_disc_real_5: 0.1867360919713974 (0.20220383770644354) | > loss_0: 2.149540901184082 (2.2013500438016984) | > grad_norm_0: tensor(36.1427, device='cuda:0') (tensor(31.1832, device='cuda:0')) | > loss_gen: 2.9235410690307617 (2.775248356681456) | > loss_kl: 1.8194048404693604 (1.752242699026424) | > loss_feat: 9.033036231994629 (8.282760275876461) | > loss_mel: 13.570915222167969 (13.400949202756832) | > loss_duration: 1.694628357887268 (1.6927688070797027) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.04152488708496 (27.903969372020043) | > grad_norm_1: tensor(679.2031, device='cuda:0') (tensor(640.3095, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8528 (0.8605770299778902) | > loader_time: 0.0103 (0.010343045474373723)  --> TIME: 2025-05-09 20:12:03 -- STEP: 237/725 -- GLOBAL_STEP: 172250 | > loss_disc: 2.2470383644104004 (2.2036998674336337) | > loss_disc_real_0: 0.16484929621219635 (0.14265802980475298) | > loss_disc_real_1: 0.21363575756549835 (0.19370671949557614) | > loss_disc_real_2: 0.1870998740196228 (0.1875631133338067) | > loss_disc_real_3: 0.22413744032382965 (0.20343843875806547) | > loss_disc_real_4: 0.18570458889007568 (0.19740565888237852) | > loss_disc_real_5: 0.19998157024383545 (0.20195289584906298) | > loss_0: 2.2470383644104004 (2.2036998674336337) | > grad_norm_0: tensor(27.1648, device='cuda:0') (tensor(31.0266, device='cuda:0')) | > loss_gen: 2.863710403442383 (2.7820562954190406) | > loss_kl: 1.9150217771530151 (1.75534774532801) | > loss_feat: 7.957740783691406 (8.32361995922362) | > loss_mel: 13.484466552734375 (13.457449043853375) | > loss_duration: 1.6839499473571777 (1.6923578781417654) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.904890060424805 (28.010830955666325) | > grad_norm_1: tensor(689.7299, device='cuda:0') (tensor(623.1542, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8291 (0.8606627872724574) | > loader_time: 0.01 (0.010320204722730424)  --> TIME: 2025-05-09 20:12:46 -- STEP: 287/725 -- GLOBAL_STEP: 172300 | > loss_disc: 2.143646717071533 (2.206109835295724) | > loss_disc_real_0: 0.08255115896463394 (0.1421430156880971) | > loss_disc_real_1: 0.1970352977514267 (0.19381286681529125) | > loss_disc_real_2: 0.15173642337322235 (0.18826017484639987) | > loss_disc_real_3: 0.19771090149879456 (0.20361594819441078) | > loss_disc_real_4: 0.19672080874443054 (0.19756091653469965) | > loss_disc_real_5: 0.16927982866764069 (0.20232167248111155) | > loss_0: 2.143646717071533 (2.206109835295724) | > grad_norm_0: tensor(19.0957, device='cuda:0') (tensor(31.2245, device='cuda:0')) | > loss_gen: 2.9178175926208496 (2.7804462751860397) | > loss_kl: 1.4833334684371948 (1.7534366563637493) | > loss_feat: 9.085808753967285 (8.304152244474825) | > loss_mel: 14.151236534118652 (13.45276240106244) | > loss_duration: 1.687118411064148 (1.6925936297672555) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.325315475463867 (27.98339121350012) | > grad_norm_1: tensor(725.5952, device='cuda:0') (tensor(629.9039, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8252 (0.8599223916123552) | > loader_time: 0.0102 (0.010302962326421973)  --> TIME: 2025-05-09 20:13:30 -- STEP: 337/725 -- GLOBAL_STEP: 172350 | > loss_disc: 2.1580352783203125 (2.205894643192118) | > loss_disc_real_0: 0.151691272854805 (0.1421827387606356) | > loss_disc_real_1: 0.1925797462463379 (0.19353861735376468) | > loss_disc_real_2: 0.1774328500032425 (0.18834548750864638) | > loss_disc_real_3: 0.2165222316980362 (0.20396634578174233) | > loss_disc_real_4: 0.20152534544467926 (0.19763890412865487) | > loss_disc_real_5: 0.18917392194271088 (0.20210450746185343) | > loss_0: 2.1580352783203125 (2.205894643192118) | > grad_norm_0: tensor(46.0214, device='cuda:0') (tensor(31.0901, device='cuda:0')) | > loss_gen: 2.752504825592041 (2.7831475671038066) | > loss_kl: 1.7553378343582153 (1.7508130681974592) | > loss_feat: 8.182671546936035 (8.311447572283642) | > loss_mel: 13.142358779907227 (13.434301823466047) | > loss_duration: 1.6572437286376953 (1.691873723746054) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.490116119384766 (27.971583771068897) | > grad_norm_1: tensor(861.1982, device='cuda:0') (tensor(622.0864, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9571 (0.8595310601707027) | > loader_time: 0.0116 (0.010348658179670841)  --> TIME: 2025-05-09 20:14:14 -- STEP: 387/725 -- GLOBAL_STEP: 172400 | > loss_disc: 2.453596591949463 (2.20582660131676) | > loss_disc_real_0: 0.16311195492744446 (0.14182627008558868) | > loss_disc_real_1: 0.20902466773986816 (0.19357065382853952) | > loss_disc_real_2: 0.21268239617347717 (0.18831226995903078) | > loss_disc_real_3: 0.23706656694412231 (0.203962060562708) | > loss_disc_real_4: 0.22556404769420624 (0.19759200998516976) | > loss_disc_real_5: 0.21508508920669556 (0.20235894562662107) | > loss_0: 2.453596591949463 (2.20582660131676) | > grad_norm_0: tensor(12.3546, device='cuda:0') (tensor(30.8309, device='cuda:0')) | > loss_gen: 2.3852145671844482 (2.781873410986376) | > loss_kl: 1.571731686592102 (1.7483907257247644) | > loss_feat: 5.671932220458984 (8.300719783595671) | > loss_mel: 10.666457176208496 (13.42839756307676) | > loss_duration: 1.7621796131134033 (1.6920335203486208) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.05751609802246 (27.951415029915108) | > grad_norm_1: tensor(539.0333, device='cuda:0') (tensor(622.8367, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8585 (0.860275484794794) | > loader_time: 0.0114 (0.010397411440077988)  --> TIME: 2025-05-09 20:14:57 -- STEP: 437/725 -- GLOBAL_STEP: 172450 | > loss_disc: 2.2146098613739014 (2.2043470755321746) | > loss_disc_real_0: 0.20087005198001862 (0.14136369829865286) | > loss_disc_real_1: 0.1488780528306961 (0.19340306056718798) | > loss_disc_real_2: 0.19603687524795532 (0.18840817227379947) | > loss_disc_real_3: 0.20817440748214722 (0.2040104564253744) | > loss_disc_real_4: 0.2004922330379486 (0.19760993426533538) | > loss_disc_real_5: 0.22438976168632507 (0.20215063090318944) | > loss_0: 2.2146098613739014 (2.2043470755321746) | > grad_norm_0: tensor(47.0169, device='cuda:0') (tensor(31.0463, device='cuda:0')) | > loss_gen: 2.9029603004455566 (2.784888980044926) | > loss_kl: 1.7368665933609009 (1.7477944772903646) | > loss_feat: 8.632790565490723 (8.303558446722663) | > loss_mel: 13.544475555419922 (13.417926535180834) | > loss_duration: 1.661420226097107 (1.691647511597902) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.478513717651367 (27.945815952746216) | > grad_norm_1: tensor(611.8287, device='cuda:0') (tensor(631.7711, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.9054 (0.859451545457818) | > loader_time: 0.0096 (0.010403530003004273)  --> TIME: 2025-05-09 20:15:41 -- STEP: 487/725 -- GLOBAL_STEP: 172500 | > loss_disc: 2.2427706718444824 (2.205338768890507) | > loss_disc_real_0: 0.12584370374679565 (0.14087412155996357) | > loss_disc_real_1: 0.1833033263683319 (0.19356085626251637) | > loss_disc_real_2: 0.19772203266620636 (0.18865401112690594) | > loss_disc_real_3: 0.2071136087179184 (0.2041319033754435) | > loss_disc_real_4: 0.20165616273880005 (0.19777365858060383) | > loss_disc_real_5: 0.18072134256362915 (0.20184358247618897) | > loss_0: 2.2427706718444824 (2.205338768890507) | > grad_norm_0: tensor(13.3622, device='cuda:0') (tensor(31.1491, device='cuda:0')) | > loss_gen: 2.7174394130706787 (2.7847818931759756) | > loss_kl: 1.7099210023880005 (1.7436112246229414) | > loss_feat: 7.8176045417785645 (8.29586577856076) | > loss_mel: 12.185758590698242 (13.404380101198045) | > loss_duration: 1.6880736351013184 (1.6922886765713077) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.118797302246094 (27.920927670457274) | > grad_norm_1: tensor(675.1011, device='cuda:0') (tensor(630.4267, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.822 (0.8601232857674788) | > loader_time: 0.0105 (0.010405529695859436)  --> TIME: 2025-05-09 20:16:25 -- STEP: 537/725 -- GLOBAL_STEP: 172550 | > loss_disc: 2.4325449466705322 (2.205427242612928) | > loss_disc_real_0: 0.09904638677835464 (0.1406135163660156) | > loss_disc_real_1: 0.1936308741569519 (0.19339485846640228) | > loss_disc_real_2: 0.2048839032649994 (0.18860471978422866) | > loss_disc_real_3: 0.21900662779808044 (0.2042663750313292) | > loss_disc_real_4: 0.22145120799541473 (0.1977441609460771) | > loss_disc_real_5: 0.1946774125099182 (0.20187164612766523) | > loss_0: 2.4325449466705322 (2.205427242612928) | > grad_norm_0: tensor(32.3537, device='cuda:0') (tensor(31.1775, device='cuda:0')) | > loss_gen: 2.411729097366333 (2.782922588469152) | > loss_kl: 1.8747612237930298 (1.7434988716683126) | > loss_feat: 6.70785665512085 (8.29484625679599) | > loss_mel: 10.849562644958496 (13.403874239220078) | > loss_duration: 1.7186853885650635 (1.6927195489961568) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.56259536743164 (27.9178614944941) | > grad_norm_1: tensor(353.6190, device='cuda:0') (tensor(634.2845, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8736 (0.8603406094527998) | > loader_time: 0.0099 (0.01039090858047457)  --> TIME: 2025-05-09 20:17:09 -- STEP: 587/725 -- GLOBAL_STEP: 172600 | > loss_disc: 2.116602659225464 (2.2032062168624993) | > loss_disc_real_0: 0.14599855244159698 (0.14021249503861904) | > loss_disc_real_1: 0.21449093520641327 (0.19309333647130084) | > loss_disc_real_2: 0.21305356919765472 (0.18832983726435656) | > loss_disc_real_3: 0.2045365422964096 (0.2041695021740216) | > loss_disc_real_4: 0.18567197024822235 (0.1976878628566278) | > loss_disc_real_5: 0.2054409682750702 (0.20167615060302624) | > loss_0: 2.116602659225464 (2.2032062168624993) | > grad_norm_0: tensor(65.0623, device='cuda:0') (tensor(31.2788, device='cuda:0')) | > loss_gen: 3.119753122329712 (2.7855606956416947) | > loss_kl: 1.7323108911514282 (1.7431853201360878) | > loss_feat: 8.822498321533203 (8.298430339644279) | > loss_mel: 13.869379997253418 (13.404087154381935) | > loss_duration: 1.6718347072601318 (1.6922966946531999) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.215778350830078 (27.923560186382858) | > grad_norm_1: tensor(940.3741, device='cuda:0') (tensor(638.6904, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8547 (0.8598065477822872) | > loader_time: 0.0108 (0.010382069842778847)  --> TIME: 2025-05-09 20:17:53 -- STEP: 637/725 -- GLOBAL_STEP: 172650 | > loss_disc: 1.9330408573150635 (2.2033707416226016) | > loss_disc_real_0: 0.14835581183433533 (0.14002890041568783) | > loss_disc_real_1: 0.17749038338661194 (0.19310350026028858) | > loss_disc_real_2: 0.1655360609292984 (0.18842788588027554) | > loss_disc_real_3: 0.22695934772491455 (0.2042141358837416) | > loss_disc_real_4: 0.17007885873317719 (0.19778255882031126) | > loss_disc_real_5: 0.17047883570194244 (0.20152272328477078) | > loss_0: 1.9330408573150635 (2.2033707416226016) | > grad_norm_0: tensor(48.9523, device='cuda:0') (tensor(31.4614, device='cuda:0')) | > loss_gen: 3.403566598892212 (2.786438810582065) | > loss_kl: 1.709966778755188 (1.740330390316351) | > loss_feat: 10.482269287109375 (8.297082287176076) | > loss_mel: 15.363872528076172 (13.40283515277426) | > loss_duration: 1.66721773147583 (1.692165013572297) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.62689208984375 (27.918851636829707) | > grad_norm_1: tensor(738.0913, device='cuda:0') (tensor(643.3784, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8446 (0.8601172501849979) | > loader_time: 0.0093 (0.010362588068005434)  --> TIME: 2025-05-09 20:18:36 -- STEP: 687/725 -- GLOBAL_STEP: 172700 | > loss_disc: 2.3319668769836426 (2.202692983278888) | > loss_disc_real_0: 0.1308157742023468 (0.13939212414461813) | > loss_disc_real_1: 0.19799740612506866 (0.1930619733085451) | > loss_disc_real_2: 0.20111232995986938 (0.18833031486909618) | > loss_disc_real_3: 0.2488994300365448 (0.20440409476753588) | > loss_disc_real_4: 0.2180929332971573 (0.19779308122925707) | > loss_disc_real_5: 0.20059216022491455 (0.20158046932980483) | > loss_0: 2.3319668769836426 (2.202692983278888) | > grad_norm_0: tensor(44.9692, device='cuda:0') (tensor(31.6112, device='cuda:0')) | > loss_gen: 2.5125319957733154 (2.7876634288910016) | > loss_kl: 1.7965493202209473 (1.7410728787404135) | > loss_feat: 6.939153671264648 (8.300084955307089) | > loss_mel: 11.904050827026367 (13.401259116904363) | > loss_duration: 1.6883779764175415 (1.6921780581384067) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.840662002563477 (27.92225841872036) | > grad_norm_1: tensor(683.9660, device='cuda:0') (tensor(642.4626, device='cuda:0')) | > current_lr_0: 0.00019569669908895215 | > current_lr_1: 0.00019569669908895215 | > step_time: 0.8786 (0.8593838423100101) | > loader_time: 0.0094 (0.010352880500116034)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.206294298171997 (2.206294298171997) | > loss_disc_real_0: 0.09738467633724213 (0.09738467633724213) | > loss_disc_real_1: 0.19331929087638855 (0.19331929087638855) | > loss_disc_real_2: 0.19235876202583313 (0.19235876202583313) | > loss_disc_real_3: 0.22867463529109955 (0.22867463529109955) | > loss_disc_real_4: 0.2187534123659134 (0.2187534123659134) | > loss_disc_real_5: 0.18551789224147797 (0.18551789224147797) | > loss_0: 2.206294298171997 (2.206294298171997) | > loss_gen: 2.7484471797943115 (2.7484471797943115) | > loss_kl: 2.0096511840820312 (2.0096511840820312) | > loss_feat: 9.013511657714844 (9.013511657714844) | > loss_mel: 13.712327003479004 (13.712327003479004) | > loss_duration: 1.6869479417800903 (1.6869479417800903) | > loss_1: 29.17088508605957 (29.17088508605957)  --> STEP: 1 | > loss_disc: 2.121562957763672 (2.121562957763672) | > loss_disc_real_0: 0.09880679845809937 (0.09880679845809937) | > loss_disc_real_1: 0.18997696042060852 (0.18997696042060852) | > loss_disc_real_2: 0.1802184283733368 (0.1802184283733368) | > loss_disc_real_3: 0.22053676843643188 (0.22053676843643188) | > loss_disc_real_4: 0.21299955248832703 (0.21299955248832703) | > loss_disc_real_5: 0.2281116098165512 (0.2281116098165512) | > loss_0: 2.121562957763672 (2.121562957763672) | > loss_gen: 2.8451426029205322 (2.8451426029205322) | > loss_kl: 2.018836736679077 (2.018836736679077) | > loss_feat: 8.518280029296875 (8.518280029296875) | > loss_mel: 14.755667686462402 (14.755667686462402) | > loss_duration: 1.7766526937484741 (1.7766526937484741) | > loss_1: 29.914581298828125 (29.914581298828125)  --> STEP: 2 | > loss_disc: 2.2374610900878906 (2.1795120239257812) | > loss_disc_real_0: 0.11849689483642578 (0.10865184664726257) | > loss_disc_real_1: 0.18534274399280548 (0.187659852206707) | > loss_disc_real_2: 0.1868700534105301 (0.18354424089193344) | > loss_disc_real_3: 0.21319535374641418 (0.21686606109142303) | > loss_disc_real_4: 0.21873675286769867 (0.21586815267801285) | > loss_disc_real_5: 0.19736361503601074 (0.21273761242628098) | > loss_0: 2.2374610900878906 (2.1795120239257812) | > loss_gen: 2.5649967193603516 (2.705069661140442) | > loss_kl: 1.7193201780319214 (1.8690784573554993) | > loss_feat: 8.17091178894043 (8.344595909118652) | > loss_mel: 13.370731353759766 (14.063199520111084) | > loss_duration: 1.8172714710235596 (1.7969620823860168) | > loss_1: 27.643232345581055 (28.77890682220459)  --> STEP: 3 | > loss_disc: 2.3756659030914307 (2.244896650314331) | > loss_disc_real_0: 0.13711191713809967 (0.11813853681087494) | > loss_disc_real_1: 0.2033170908689499 (0.19287893176078796) | > loss_disc_real_2: 0.22048212587833405 (0.19585686922073364) | > loss_disc_real_3: 0.22131244838237762 (0.2183481901884079) | > loss_disc_real_4: 0.2285018265247345 (0.22007937729358673) | > loss_disc_real_5: 0.21393467485904694 (0.21313663323720297) | > loss_0: 2.3756659030914307 (2.244896650314331) | > loss_gen: 2.421762466430664 (2.610633929570516) | > loss_kl: 1.8506892919540405 (1.862948735555013) | > loss_feat: 6.111076354980469 (7.600089391072591) | > loss_mel: 11.521788597106934 (13.216062545776367) | > loss_duration: 1.8019753694534302 (1.7986331780751545) | > loss_1: 23.707292556762695 (27.088368733723957)  --> STEP: 4 | > loss_disc: 2.0511748790740967 (2.1964662075042725) | > loss_disc_real_0: 0.08730744570493698 (0.11043076403439045) | > loss_disc_real_1: 0.2045702189207077 (0.1958017535507679) | > loss_disc_real_2: 0.16472609341144562 (0.18807417526841164) | > loss_disc_real_3: 0.205169215798378 (0.21505344659090042) | > loss_disc_real_4: 0.1948985457420349 (0.21378416940569878) | > loss_disc_real_5: 0.1754928082227707 (0.2037256769835949) | > loss_0: 2.0511748790740967 (2.1964662075042725) | > loss_gen: 2.8503191471099854 (2.6705552339553833) | > loss_kl: 1.8334687948226929 (1.855578750371933) | > loss_feat: 10.06390380859375 (8.21604299545288) | > loss_mel: 15.804963111877441 (13.863287687301636) | > loss_duration: 1.758899211883545 (1.7886996865272522) | > loss_1: 32.311553955078125 (28.3941650390625) --> EVAL PERFORMANCE | > avg_loader_time: 0.2904428243637085 (-0.002794325351715088) | > avg_loss_disc: 2.1964662075042725 (-0.10140430927276611) | > avg_loss_disc_real_0: 0.11043076403439045 (-0.055612148717045784) | > avg_loss_disc_real_1: 0.1958017535507679 (+0.0012568831443786621) | > avg_loss_disc_real_2: 0.18807417526841164 (-0.022921863943338394) | > avg_loss_disc_real_3: 0.21505344659090042 (+0.04482020437717438) | > avg_loss_disc_real_4: 0.21378416940569878 (-0.07802483811974525) | > avg_loss_disc_real_5: 0.2037256769835949 (-0.021069753915071487) | > avg_loss_0: 2.1964662075042725 (-0.10140430927276611) | > avg_loss_gen: 2.6705552339553833 (-0.10332012176513672) | > avg_loss_kl: 1.855578750371933 (-0.09309720993041992) | > avg_loss_feat: 8.21604299545288 (-0.5937545299530029) | > avg_loss_mel: 13.863287687301636 (-0.5175399780273438) | > avg_loss_duration: 1.7886996865272522 (-0.003929764032363892) | > avg_loss_1: 28.3941650390625 (-1.311640739440918)  > EPOCH: 175/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 20:19:15)   --> TIME: 2025-05-09 20:19:27 -- STEP: 12/725 -- GLOBAL_STEP: 172750 | > loss_disc: 2.1372106075286865 (2.218921482563019) | > loss_disc_real_0: 0.10586480796337128 (0.130843968441089) | > loss_disc_real_1: 0.20265409350395203 (0.2021012268960476) | > loss_disc_real_2: 0.19693608582019806 (0.1889189357558886) | > loss_disc_real_3: 0.20578058063983917 (0.20489628985524178) | > loss_disc_real_4: 0.2243419587612152 (0.2017787198225657) | > loss_disc_real_5: 0.1470891237258911 (0.19388321414589882) | > loss_0: 2.1372106075286865 (2.218921482563019) | > grad_norm_0: tensor(12.7643, device='cuda:0') (tensor(24.4292, device='cuda:0')) | > loss_gen: 2.9186277389526367 (2.7644612193107605) | > loss_kl: 1.5582772493362427 (1.724719524383545) | > loss_feat: 9.220831871032715 (8.150542934735617) | > loss_mel: 13.456498146057129 (13.18964155515035) | > loss_duration: 1.7388864755630493 (1.6935281952222188) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.89312171936035 (27.52289342880249) | > grad_norm_1: tensor(854.8525, device='cuda:0') (tensor(674.3895, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8671 (0.8431139985720316) | > loader_time: 0.0088 (0.010228435198465982)  --> TIME: 2025-05-09 20:20:12 -- STEP: 62/725 -- GLOBAL_STEP: 172800 | > loss_disc: 2.2238214015960693 (2.1976091438724144) | > loss_disc_real_0: 0.10160421580076218 (0.13442413124345962) | > loss_disc_real_1: 0.21266746520996094 (0.19425745957320736) | > loss_disc_real_2: 0.20335139334201813 (0.18818814667963213) | > loss_disc_real_3: 0.19409629702568054 (0.205206899873672) | > loss_disc_real_4: 0.20696650445461273 (0.1991347730640442) | > loss_disc_real_5: 0.17471230030059814 (0.1992455889140406) | > loss_0: 2.2238214015960693 (2.1976091438724144) | > grad_norm_0: tensor(12.4424, device='cuda:0') (tensor(28.6158, device='cuda:0')) | > loss_gen: 2.644895076751709 (2.7884402698086146) | > loss_kl: 1.6861481666564941 (1.7127340897437064) | > loss_feat: 7.85399055480957 (8.215144003591227) | > loss_mel: 12.392373085021973 (13.191172276773761) | > loss_duration: 1.7148163318634033 (1.686707490874875) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.29222297668457 (27.594198011582897) | > grad_norm_1: tensor(653.1159, device='cuda:0') (tensor(690.3410, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8477 (0.8641242557956327) | > loader_time: 0.0118 (0.010325170332385648)  --> TIME: 2025-05-09 20:20:56 -- STEP: 112/725 -- GLOBAL_STEP: 172850 | > loss_disc: 2.169898509979248 (2.1959985473326276) | > loss_disc_real_0: 0.10552679002285004 (0.13617152008893232) | > loss_disc_real_1: 0.21573643386363983 (0.19369306694716215) | > loss_disc_real_2: 0.20589467883110046 (0.18761844773377692) | > loss_disc_real_3: 0.19007985293865204 (0.20461691516850675) | > loss_disc_real_4: 0.18063394725322723 (0.19843461377812283) | > loss_disc_real_5: 0.1701439470052719 (0.19883792235382966) | > loss_0: 2.169898509979248 (2.1959985473326276) | > grad_norm_0: tensor(38.1830, device='cuda:0') (tensor(29.5041, device='cuda:0')) | > loss_gen: 2.9245851039886475 (2.795960935098784) | > loss_kl: 1.662757396697998 (1.713710972240993) | > loss_feat: 8.709726333618164 (8.26402317200388) | > loss_mel: 13.08480167388916 (13.25901712690081) | > loss_duration: 1.6799614429473877 (1.6917769674743925) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.06183433532715 (27.72448899064745) | > grad_norm_1: tensor(810.1921, device='cuda:0') (tensor(669.3655, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8234 (0.8685659063713891) | > loader_time: 0.0097 (0.010510589395250592)  --> TIME: 2025-05-09 20:21:40 -- STEP: 162/725 -- GLOBAL_STEP: 172900 | > loss_disc: 2.2249557971954346 (2.1974292743353203) | > loss_disc_real_0: 0.12485985457897186 (0.13935042623384492) | > loss_disc_real_1: 0.18332667648792267 (0.19276049199663553) | > loss_disc_real_2: 0.20307230949401855 (0.18701254456867403) | > loss_disc_real_3: 0.197743758559227 (0.20451064085886803) | > loss_disc_real_4: 0.20469897985458374 (0.19826843755112755) | > loss_disc_real_5: 0.2451750487089157 (0.19934096914014698) | > loss_0: 2.2249557971954346 (2.1974292743353203) | > grad_norm_0: tensor(33.9083, device='cuda:0') (tensor(30.2506, device='cuda:0')) | > loss_gen: 2.7800090312957764 (2.7902135745978645) | > loss_kl: 1.9703052043914795 (1.7223160347820796) | > loss_feat: 8.298608779907227 (8.283245098443668) | > loss_mel: 13.827851295471191 (13.266548080208855) | > loss_duration: 1.645865559577942 (1.6925051499296118) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.522640228271484 (27.7548277584123) | > grad_norm_1: tensor(877.6640, device='cuda:0') (tensor(643.8027, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8823 (0.8687973566997198) | > loader_time: 0.0122 (0.010443376906124154)  --> TIME: 2025-05-09 20:22:24 -- STEP: 212/725 -- GLOBAL_STEP: 172950 | > loss_disc: 2.3140668869018555 (2.2004778452639333) | > loss_disc_real_0: 0.15915879607200623 (0.1386471001325912) | > loss_disc_real_1: 0.2377261072397232 (0.19245212778167897) | > loss_disc_real_2: 0.19607460498809814 (0.18739161457655562) | > loss_disc_real_3: 0.21868163347244263 (0.20477416485829172) | > loss_disc_real_4: 0.21210810542106628 (0.1985669256240692) | > loss_disc_real_5: 0.2155676931142807 (0.20088113078250075) | > loss_0: 2.3140668869018555 (2.2004778452639333) | > grad_norm_0: tensor(20.4051, device='cuda:0') (tensor(30.7842, device='cuda:0')) | > loss_gen: 2.7960011959075928 (2.7859304772233062) | > loss_kl: 1.7829504013061523 (1.7321820517755901) | > loss_feat: 7.313992500305176 (8.27347853273715) | > loss_mel: 11.627958297729492 (13.27565415850225) | > loss_duration: 1.6999253034591675 (1.6921227124502074) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.220827102661133 (27.759367780865364) | > grad_norm_1: tensor(356.4898, device='cuda:0') (tensor(645.6303, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8474 (0.8677856607257195) | > loader_time: 0.0094 (0.010475916682549236)  --> TIME: 2025-05-09 20:23:08 -- STEP: 262/725 -- GLOBAL_STEP: 173000 | > loss_disc: 2.0120859146118164 (2.2006615218315435) | > loss_disc_real_0: 0.15962040424346924 (0.13877384862258224) | > loss_disc_real_1: 0.18954545259475708 (0.19243766816745272) | > loss_disc_real_2: 0.2070174366235733 (0.18722508853400935) | > loss_disc_real_3: 0.20034734904766083 (0.20448159460575527) | > loss_disc_real_4: 0.16216698288917542 (0.19857525768625828) | > loss_disc_real_5: 0.1628115326166153 (0.20159668003329795) | > loss_0: 2.0120859146118164 (2.2006615218315435) | > grad_norm_0: tensor(47.7746, device='cuda:0') (tensor(30.9734, device='cuda:0')) | > loss_gen: 3.0122270584106445 (2.7850751840431274) | > loss_kl: 1.7468717098236084 (1.7365329301994263) | > loss_feat: 9.261858940124512 (8.285869918706753) | > loss_mel: 14.944750785827637 (13.29994923831852) | > loss_duration: 1.6889249086380005 (1.6927681965682342) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.654634475708008 (27.80019538821155) | > grad_norm_1: tensor(942.1780, device='cuda:0') (tensor(657.6792, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.9408 (0.8670459812834063) | > loader_time: 0.0119 (0.010453860268338031) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_173000.pth  --> TIME: 2025-05-09 20:23:54 -- STEP: 312/725 -- GLOBAL_STEP: 173050 | > loss_disc: 2.2281761169433594 (2.20415994219291) | > loss_disc_real_0: 0.2569717466831207 (0.13958998079387805) | > loss_disc_real_1: 0.17852404713630676 (0.1924749851131286) | > loss_disc_real_2: 0.179703950881958 (0.1882421516646177) | > loss_disc_real_3: 0.18954268097877502 (0.20439631826220409) | > loss_disc_real_4: 0.17773030698299408 (0.1989642775211579) | > loss_disc_real_5: 0.18048174679279327 (0.20106382252505184) | > loss_0: 2.2281761169433594 (2.20415994219291) | > grad_norm_0: tensor(49.8463, device='cuda:0') (tensor(31.3389, device='cuda:0')) | > loss_gen: 2.919297218322754 (2.7869547506173444) | > loss_kl: 1.5104924440383911 (1.7374980713312442) | > loss_feat: 8.735856056213379 (8.280944237342235) | > loss_mel: 13.486870765686035 (13.303539184423594) | > loss_duration: 1.6767473220825195 (1.6918629652414567) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.329261779785156 (27.800799131393422) | > grad_norm_1: tensor(503.5312, device='cuda:0') (tensor(654.4223, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8465 (0.8651287884284292) | > loader_time: 0.0097 (0.01049438118934631)  --> TIME: 2025-05-09 20:24:39 -- STEP: 362/725 -- GLOBAL_STEP: 173100 | > loss_disc: 2.231098175048828 (2.2071346255297173) | > loss_disc_real_0: 0.11117205023765564 (0.13950184370437382) | > loss_disc_real_1: 0.18989607691764832 (0.19280547875067147) | > loss_disc_real_2: 0.2345321774482727 (0.18851839512257282) | > loss_disc_real_3: 0.19243402779102325 (0.20446807714127696) | > loss_disc_real_4: 0.21343368291854858 (0.19931097295732128) | > loss_disc_real_5: 0.18628117442131042 (0.2015287136422336) | > loss_0: 2.231098175048828 (2.2071346255297173) | > grad_norm_0: tensor(27.5971, device='cuda:0') (tensor(30.9476, device='cuda:0')) | > loss_gen: 2.6772994995117188 (2.7814503177094854) | > loss_kl: 1.7350512742996216 (1.7318975872756368) | > loss_feat: 8.12307071685791 (8.263238202142443) | > loss_mel: 14.34989070892334 (13.29159206580062) | > loss_duration: 1.6470617055892944 (1.6909310817718506) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.532373428344727 (27.75910918093517) | > grad_norm_1: tensor(796.1972, device='cuda:0') (tensor(648.2319, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8385 (0.8663819863651342) | > loader_time: 0.0098 (0.010490932517288797)  --> TIME: 2025-05-09 20:25:23 -- STEP: 412/725 -- GLOBAL_STEP: 173150 | > loss_disc: 2.0449163913726807 (2.2053492069244407) | > loss_disc_real_0: 0.10904785245656967 (0.1395186442447808) | > loss_disc_real_1: 0.16175970435142517 (0.19287472992267424) | > loss_disc_real_2: 0.17125007510185242 (0.18865168163353954) | > loss_disc_real_3: 0.23854398727416992 (0.2043503519979495) | > loss_disc_real_4: 0.188242107629776 (0.19911114332600705) | > loss_disc_real_5: 0.16852402687072754 (0.2006349486561076) | > loss_0: 2.0449163913726807 (2.2053492069244407) | > grad_norm_0: tensor(20.8142, device='cuda:0') (tensor(31.1866, device='cuda:0')) | > loss_gen: 2.93418288230896 (2.7844762200290716) | > loss_kl: 1.722446084022522 (1.7342564564885445) | > loss_feat: 9.052879333496094 (8.271058035128316) | > loss_mel: 14.540483474731445 (13.31047533553781) | > loss_duration: 1.6902048587799072 (1.6911687309880858) | > amp_scaler: 256.0 (256.6213592233009) | > loss_1: 29.940196990966797 (27.79143471856718) | > grad_norm_1: tensor(611.9660, device='cuda:0') (tensor(649.4144, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8759 (0.865736841576771) | > loader_time: 0.0106 (0.010515381410283945)  --> TIME: 2025-05-09 20:26:07 -- STEP: 462/725 -- GLOBAL_STEP: 173200 | > loss_disc: 2.223475456237793 (2.204502746914374) | > loss_disc_real_0: 0.18484261631965637 (0.13914023163966277) | > loss_disc_real_1: 0.19756239652633667 (0.19290473121843296) | > loss_disc_real_2: 0.2078990340232849 (0.188471560483371) | > loss_disc_real_3: 0.2112095206975937 (0.20455050323303636) | > loss_disc_real_4: 0.17755189538002014 (0.19877330987871467) | > loss_disc_real_5: 0.20238351821899414 (0.20131103933115538) | > loss_0: 2.223475456237793 (2.204502746914374) | > grad_norm_0: tensor(42.2373, device='cuda:0') (tensor(30.9855, device='cuda:0')) | > loss_gen: 2.8816206455230713 (2.784899200195874) | > loss_kl: 1.7612700462341309 (1.7335425785609655) | > loss_feat: 7.991682529449463 (8.27509199592457) | > loss_mel: 13.17099666595459 (13.30302957229284) | > loss_duration: 1.7386105060577393 (1.6910042646643404) | > amp_scaler: 256.0 (256.5541125541126) | > loss_1: 27.54418182373047 (27.78756755977481) | > grad_norm_1: tensor(924.8525, device='cuda:0') (tensor(651.9725, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8023 (0.8667553694217238) | > loader_time: 0.0096 (0.010495617276146294)  --> TIME: 2025-05-09 20:26:51 -- STEP: 512/725 -- GLOBAL_STEP: 173250 | > loss_disc: 2.1207590103149414 (2.201869342941792) | > loss_disc_real_0: 0.13144437968730927 (0.13836830052605356) | > loss_disc_real_1: 0.19248276948928833 (0.19275537037174217) | > loss_disc_real_2: 0.18532906472682953 (0.18837212855578397) | > loss_disc_real_3: 0.1925564855337143 (0.20470683151506813) | > loss_disc_real_4: 0.1928042620420456 (0.19867137682740577) | > loss_disc_real_5: 0.19198283553123474 (0.20122766753775065) | > loss_0: 2.1207590103149414 (2.201869342941792) | > grad_norm_0: tensor(9.9132, device='cuda:0') (tensor(30.7648, device='cuda:0')) | > loss_gen: 2.878251552581787 (2.78476680489257) | > loss_kl: 1.7897056341171265 (1.7307582653593272) | > loss_feat: 9.040699005126953 (8.27315875981002) | > loss_mel: 13.750214576721191 (13.290903547778726) | > loss_duration: 1.6419166326522827 (1.691812135046348) | > amp_scaler: 256.0 (256.4999999999997) | > loss_1: 29.100788116455078 (27.77139947563409) | > grad_norm_1: tensor(619.2306, device='cuda:0') (tensor(659.9742, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8368 (0.8668104135431351) | > loader_time: 0.0094 (0.010480715893208977)  --> TIME: 2025-05-09 20:27:35 -- STEP: 562/725 -- GLOBAL_STEP: 173300 | > loss_disc: 2.0028493404388428 (2.2011112623791695) | > loss_disc_real_0: 0.11800955981016159 (0.13917999320872312) | > loss_disc_real_1: 0.1803336888551712 (0.19270132635836076) | > loss_disc_real_2: 0.1805480718612671 (0.18821141227178312) | > loss_disc_real_3: 0.21629874408245087 (0.20467893248987362) | > loss_disc_real_4: 0.15963773429393768 (0.1986122768226467) | > loss_disc_real_5: 0.19598209857940674 (0.20075783502058625) | > loss_0: 2.0028493404388428 (2.2011112623791695) | > grad_norm_0: tensor(18.8284, device='cuda:0') (tensor(31.2056, device='cuda:0')) | > loss_gen: 3.042825222015381 (2.788896256494353) | > loss_kl: 1.9149079322814941 (1.7297920633465367) | > loss_feat: 9.43982219696045 (8.290268519594987) | > loss_mel: 13.527457237243652 (13.30753138905318) | > loss_duration: 1.6567978858947754 (1.69183126208621) | > amp_scaler: 256.0 (256.45551601423455) | > loss_1: 29.581809997558594 (27.80831943118274) | > grad_norm_1: tensor(456.7769, device='cuda:0') (tensor(659.2240, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 1.0106 (0.8668720225846641) | > loader_time: 0.0104 (0.010456619313603189)  --> TIME: 2025-05-09 20:28:19 -- STEP: 612/725 -- GLOBAL_STEP: 173350 | > loss_disc: 2.3418803215026855 (2.2015070905482856) | > loss_disc_real_0: 0.14956602454185486 (0.13854528293987503) | > loss_disc_real_1: 0.21751175820827484 (0.19287915773738437) | > loss_disc_real_2: 0.1910233497619629 (0.18838369461640805) | > loss_disc_real_3: 0.2057395875453949 (0.2045855893954343) | > loss_disc_real_4: 0.2510901391506195 (0.19862736493738642) | > loss_disc_real_5: 0.22264660894870758 (0.20131290134261628) | > loss_0: 2.3418803215026855 (2.2015070905482856) | > grad_norm_0: tensor(27.5323, device='cuda:0') (tensor(31.1096, device='cuda:0')) | > loss_gen: 2.5437707901000977 (2.7894876435691245) | > loss_kl: 1.815960168838501 (1.7288230973131515) | > loss_feat: 6.804856300354004 (8.304606634806948) | > loss_mel: 11.461321830749512 (13.3167674962212) | > loss_duration: 1.6276473999023438 (1.6915149086830663) | > amp_scaler: 256.0 (256.41830065359443) | > loss_1: 24.253555297851562 (27.83119971144433) | > grad_norm_1: tensor(463.7677, device='cuda:0') (tensor(653.3503, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8073 (0.8666715127190733) | > loader_time: 0.0112 (0.01044421258315541)  --> TIME: 2025-05-09 20:29:03 -- STEP: 662/725 -- GLOBAL_STEP: 173400 | > loss_disc: 2.2701940536499023 (2.2027764102483456) | > loss_disc_real_0: 0.12545627355575562 (0.13844605556652637) | > loss_disc_real_1: 0.17436455190181732 (0.19303240701331112) | > loss_disc_real_2: 0.17696025967597961 (0.18854270967742098) | > loss_disc_real_3: 0.1742641180753708 (0.2047146282347308) | > loss_disc_real_4: 0.1831478327512741 (0.19874457985702945) | > loss_disc_real_5: 0.17411541938781738 (0.20129197133631857) | > loss_0: 2.2701940536499023 (2.2027764102483456) | > grad_norm_0: tensor(15.8750, device='cuda:0') (tensor(31.1439, device='cuda:0')) | > loss_gen: 2.607908248901367 (2.787239458625771) | > loss_kl: 1.7365704774856567 (1.7271561127414876) | > loss_feat: 8.184699058532715 (8.293521048439219) | > loss_mel: 13.40804386138916 (13.310525872556099) | > loss_duration: 1.7060282230377197 (1.6918927432907311) | > amp_scaler: 256.0 (256.38670694864027) | > loss_1: 27.64324951171875 (27.810335176588907) | > grad_norm_1: tensor(305.8489, device='cuda:0') (tensor(654.7458, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8738 (0.8663224233961537) | > loader_time: 0.0122 (0.010464932983375388)  --> TIME: 2025-05-09 20:29:47 -- STEP: 712/725 -- GLOBAL_STEP: 173450 | > loss_disc: 2.3191370964050293 (2.2024487226866616) | > loss_disc_real_0: 0.227239727973938 (0.13882228255983495) | > loss_disc_real_1: 0.18382540345191956 (0.19295770976315724) | > loss_disc_real_2: 0.19542992115020752 (0.18861537541817405) | > loss_disc_real_3: 0.19417704641819 (0.20458909170178888) | > loss_disc_real_4: 0.2083473652601242 (0.19872054656486152) | > loss_disc_real_5: 0.19744209945201874 (0.2010424915659293) | > loss_0: 2.3191370964050293 (2.2024487226866616) | > grad_norm_0: tensor(29.5303, device='cuda:0') (tensor(31.1681, device='cuda:0')) | > loss_gen: 2.646676540374756 (2.787979617547453) | > loss_kl: 1.633840799331665 (1.7259713297479609) | > loss_feat: 7.142354965209961 (8.294920663485346) | > loss_mel: 11.840991020202637 (13.321880552206142) | > loss_duration: 1.6944196224212646 (1.6916590063424592) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 24.958284378051758 (27.822411119268182) | > grad_norm_1: tensor(538.8632, device='cuda:0') (tensor(652.0555, device='cuda:0')) | > current_lr_0: 0.00019567223700156603 | > current_lr_1: 0.00019567223700156603 | > step_time: 0.8358 (0.8665712870908587) | > loader_time: 0.0119 (0.010477015811405825)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1887032985687256 (2.1887032985687256) | > loss_disc_real_0: 0.09416674077510834 (0.09416674077510834) | > loss_disc_real_1: 0.19226117432117462 (0.19226117432117462) | > loss_disc_real_2: 0.19017072021961212 (0.19017072021961212) | > loss_disc_real_3: 0.21229206025600433 (0.21229206025600433) | > loss_disc_real_4: 0.23814621567726135 (0.23814621567726135) | > loss_disc_real_5: 0.28732016682624817 (0.28732016682624817) | > loss_0: 2.1887032985687256 (2.1887032985687256) | > loss_gen: 2.8675882816314697 (2.8675882816314697) | > loss_kl: 1.8664782047271729 (1.8664782047271729) | > loss_feat: 9.404321670532227 (9.404321670532227) | > loss_mel: 15.710575103759766 (15.710575103759766) | > loss_duration: 1.6803497076034546 (1.6803497076034546) | > loss_1: 31.529312133789062 (31.529312133789062)  --> STEP: 1 | > loss_disc: 2.3411061763763428 (2.3411061763763428) | > loss_disc_real_0: 0.13098368048667908 (0.13098368048667908) | > loss_disc_real_1: 0.1993463933467865 (0.1993463933467865) | > loss_disc_real_2: 0.21094220876693726 (0.21094220876693726) | > loss_disc_real_3: 0.24045144021511078 (0.24045144021511078) | > loss_disc_real_4: 0.2217540591955185 (0.2217540591955185) | > loss_disc_real_5: 0.23747427761554718 (0.23747427761554718) | > loss_0: 2.3411061763763428 (2.3411061763763428) | > loss_gen: 2.5622687339782715 (2.5622687339782715) | > loss_kl: 2.0442841053009033 (2.0442841053009033) | > loss_feat: 6.6727752685546875 (6.6727752685546875) | > loss_mel: 12.413849830627441 (12.413849830627441) | > loss_duration: 1.760679006576538 (1.760679006576538) | > loss_1: 25.453857421875 (25.453857421875)  --> STEP: 2 | > loss_disc: 2.2502126693725586 (2.2956594228744507) | > loss_disc_real_0: 0.11881347745656967 (0.12489857897162437) | > loss_disc_real_1: 0.1758766770362854 (0.18761153519153595) | > loss_disc_real_2: 0.18957410752773285 (0.20025815814733505) | > loss_disc_real_3: 0.22668229043483734 (0.23356686532497406) | > loss_disc_real_4: 0.2355380803346634 (0.22864606976509094) | > loss_disc_real_5: 0.2552976608276367 (0.24638596922159195) | > loss_0: 2.2502126693725586 (2.2956594228744507) | > loss_gen: 2.689659595489502 (2.6259641647338867) | > loss_kl: 1.6886889934539795 (1.8664865493774414) | > loss_feat: 8.552489280700684 (7.6126322746276855) | > loss_mel: 14.376325607299805 (13.395087718963623) | > loss_duration: 1.8303040266036987 (1.7954915165901184) | > loss_1: 29.137466430664062 (27.29566192626953)  --> STEP: 3 | > loss_disc: 2.274848461151123 (2.2887224356333413) | > loss_disc_real_0: 0.12625254690647125 (0.12534990161657333) | > loss_disc_real_1: 0.19569946825504303 (0.19030751287937164) | > loss_disc_real_2: 0.19860972464084625 (0.19970868031183878) | > loss_disc_real_3: 0.237741619348526 (0.23495844999949136) | > loss_disc_real_4: 0.2297484129667282 (0.22901351749897003) | > loss_disc_real_5: 0.2398187816143036 (0.24419690668582916) | > loss_0: 2.274848461151123 (2.2887224356333413) | > loss_gen: 2.6837620735168457 (2.6452301343282065) | > loss_kl: 1.9844261407852173 (1.9057997465133667) | > loss_feat: 8.240520477294922 (7.821928342183431) | > loss_mel: 13.873149871826172 (13.554441769917807) | > loss_duration: 1.7940576076507568 (1.7950135469436646) | > loss_1: 28.575916290283203 (27.722413380940754)  --> STEP: 4 | > loss_disc: 2.474738121032715 (2.335226356983185) | > loss_disc_real_0: 0.1387043595314026 (0.12868851609528065) | > loss_disc_real_1: 0.22132503986358643 (0.19806189462542534) | > loss_disc_real_2: 0.22085590660572052 (0.20499548688530922) | > loss_disc_real_3: 0.20781190693378448 (0.22817181423306465) | > loss_disc_real_4: 0.24917180836200714 (0.2340530902147293) | > loss_disc_real_5: 0.253454327583313 (0.24651126191020012) | > loss_0: 2.474738121032715 (2.335226356983185) | > loss_gen: 2.2524497509002686 (2.547035038471222) | > loss_kl: 1.6892046928405762 (1.851650983095169) | > loss_feat: 5.006524562835693 (7.118077397346497) | > loss_mel: 9.50108814239502 (12.54110336303711) | > loss_duration: 1.7222709655761719 (1.7768279016017914) | > loss_1: 20.171537399291992 (25.834694385528564) --> EVAL PERFORMANCE | > avg_loader_time: 0.29709434509277344 (+0.006651520729064941) | > avg_loss_disc: 2.335226356983185 (+0.13876014947891235) | > avg_loss_disc_real_0: 0.12868851609528065 (+0.018257752060890198) | > avg_loss_disc_real_1: 0.19806189462542534 (+0.00226014107465744) | > avg_loss_disc_real_2: 0.20499548688530922 (+0.016921311616897583) | > avg_loss_disc_real_3: 0.22817181423306465 (+0.01311836764216423) | > avg_loss_disc_real_4: 0.2340530902147293 (+0.020268920809030533) | > avg_loss_disc_real_5: 0.24651126191020012 (+0.042785584926605225) | > avg_loss_0: 2.335226356983185 (+0.13876014947891235) | > avg_loss_gen: 2.547035038471222 (-0.12352019548416138) | > avg_loss_kl: 1.851650983095169 (-0.003927767276763916) | > avg_loss_feat: 7.118077397346497 (-1.0979655981063843) | > avg_loss_mel: 12.54110336303711 (-1.3221843242645264) | > avg_loss_duration: 1.7768279016017914 (-0.011871784925460815) | > avg_loss_1: 25.834694385528564 (-2.5594706535339355) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_173463.pth  > EPOCH: 176/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 20:30:07)   --> TIME: 2025-05-09 20:30:43 -- STEP: 37/725 -- GLOBAL_STEP: 173500 | > loss_disc: 2.2711338996887207 (2.2234296992018407) | > loss_disc_real_0: 0.1279727965593338 (0.13632112298462842) | > loss_disc_real_1: 0.20165498554706573 (0.19454584653313095) | > loss_disc_real_2: 0.19940496981143951 (0.19289009232778806) | > loss_disc_real_3: 0.1857859194278717 (0.2070767702283086) | > loss_disc_real_4: 0.1736636757850647 (0.19906496598913864) | > loss_disc_real_5: 0.19071097671985626 (0.2051570717547391) | > loss_0: 2.2711338996887207 (2.2234296992018407) | > grad_norm_0: tensor(48.8908, device='cuda:0') (tensor(29.8043, device='cuda:0')) | > loss_gen: 2.684380292892456 (2.723930191349339) | > loss_kl: 1.6680569648742676 (1.737001125876968) | > loss_feat: 7.92225456237793 (8.09220187728469) | > loss_mel: 12.45434284210205 (13.048982852214092) | > loss_duration: 1.6772676706314087 (1.688735800820428) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.406301498413086 (27.290851902317357) | > grad_norm_1: tensor(867.0024, device='cuda:0') (tensor(680.2287, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8814 (0.8863506381576126) | > loader_time: 0.0097 (0.010943432111997862)  --> TIME: 2025-05-09 20:31:27 -- STEP: 87/725 -- GLOBAL_STEP: 173550 | > loss_disc: 2.310926914215088 (2.2180997859472504) | > loss_disc_real_0: 0.11696185916662216 (0.14056941978205206) | > loss_disc_real_1: 0.15721985697746277 (0.19298761380814958) | > loss_disc_real_2: 0.17272426187992096 (0.1908516219292564) | > loss_disc_real_3: 0.18162859976291656 (0.20638387059343272) | > loss_disc_real_4: 0.16459470987319946 (0.19801071868545703) | > loss_disc_real_5: 0.2067366987466812 (0.20164614419142404) | > loss_0: 2.310926914215088 (2.2180997859472504) | > grad_norm_0: tensor(16.7344, device='cuda:0') (tensor(31.2476, device='cuda:0')) | > loss_gen: 2.5707385540008545 (2.760039310345705) | > loss_kl: 1.7994693517684937 (1.7477270748423435) | > loss_feat: 8.437654495239258 (8.244925356459342) | > loss_mel: 13.795893669128418 (13.203285502291275) | > loss_duration: 1.6753079891204834 (1.690773362400888) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.279062271118164 (27.646750877643452) | > grad_norm_1: tensor(470.8282, device='cuda:0') (tensor(636.0294, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8321 (0.8764327860426628) | > loader_time: 0.0093 (0.01071763038635254)  --> TIME: 2025-05-09 20:32:11 -- STEP: 137/725 -- GLOBAL_STEP: 173600 | > loss_disc: 2.178868532180786 (2.2136700971283174) | > loss_disc_real_0: 0.11185591667890549 (0.14073320472762532) | > loss_disc_real_1: 0.19641949236392975 (0.19258980964222094) | > loss_disc_real_2: 0.1786344051361084 (0.19076990113206152) | > loss_disc_real_3: 0.21785105764865875 (0.20599922298514928) | > loss_disc_real_4: 0.2067873626947403 (0.19802400404519407) | > loss_disc_real_5: 0.20188646018505096 (0.20149403984529257) | > loss_0: 2.178868532180786 (2.2136700971283174) | > grad_norm_0: tensor(34.8606, device='cuda:0') (tensor(32.2048, device='cuda:0')) | > loss_gen: 2.839181661605835 (2.7674720809407485) | > loss_kl: 1.8222354650497437 (1.7619911614995802) | > loss_feat: 8.81185531616211 (8.2849581119788) | > loss_mel: 13.517363548278809 (13.311664261087014) | > loss_duration: 1.6776466369628906 (1.6919933244259688) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.668283462524414 (27.81807912005125) | > grad_norm_1: tensor(754.7365, device='cuda:0') (tensor(625.3785, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8424 (0.8711051018568721) | > loader_time: 0.0102 (0.010676528415540709)  --> TIME: 2025-05-09 20:32:55 -- STEP: 187/725 -- GLOBAL_STEP: 173650 | > loss_disc: 2.366184711456299 (2.2050643515459347) | > loss_disc_real_0: 0.1642988920211792 (0.1381296209074597) | > loss_disc_real_1: 0.18594633042812347 (0.192145799889284) | > loss_disc_real_2: 0.20528768002986908 (0.18965037756743916) | > loss_disc_real_3: 0.19331622123718262 (0.20556000871135588) | > loss_disc_real_4: 0.1924036145210266 (0.1977630249637971) | > loss_disc_real_5: 0.22976458072662354 (0.20135504907783977) | > loss_0: 2.366184711456299 (2.2050643515459347) | > grad_norm_0: tensor(12.2248, device='cuda:0') (tensor(31.5461, device='cuda:0')) | > loss_gen: 2.5576975345611572 (2.777249300543638) | > loss_kl: 1.851029872894287 (1.7490187424389436) | > loss_feat: 7.334564685821533 (8.334368606302199) | > loss_mel: 11.661951065063477 (13.38342179589093) | > loss_duration: 1.7129902839660645 (1.6927738948301836) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.11823272705078 (27.93683247897714) | > grad_norm_1: tensor(671.7426, device='cuda:0') (tensor(643.5208, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8378 (0.8705015411988937) | > loader_time: 0.0097 (0.01070488710454441)  --> TIME: 2025-05-09 20:33:40 -- STEP: 237/725 -- GLOBAL_STEP: 173700 | > loss_disc: 2.0882325172424316 (2.203081022837995) | > loss_disc_real_0: 0.11204072088003159 (0.13824159595408023) | > loss_disc_real_1: 0.1738796830177307 (0.19248816345814412) | > loss_disc_real_2: 0.18387633562088013 (0.1891454522997015) | > loss_disc_real_3: 0.19687694311141968 (0.20543799992603592) | > loss_disc_real_4: 0.18827183544635773 (0.19769855409483367) | > loss_disc_real_5: 0.18114665150642395 (0.20155627258467776) | > loss_0: 2.0882325172424316 (2.203081022837995) | > grad_norm_0: tensor(16.8649, device='cuda:0') (tensor(31.7438, device='cuda:0')) | > loss_gen: 2.9367218017578125 (2.7812399300844866) | > loss_kl: 1.9837875366210938 (1.7466833168947244) | > loss_feat: 8.738862037658691 (8.351079029372983) | > loss_mel: 14.231216430664062 (13.421837758414354) | > loss_duration: 1.6817560195922852 (1.6924316883087158) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.572341918945312 (27.993271823673812) | > grad_norm_1: tensor(462.5241, device='cuda:0') (tensor(647.7896, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8363 (0.8703601299961911) | > loader_time: 0.0095 (0.010687499106684817)  --> TIME: 2025-05-09 20:34:24 -- STEP: 287/725 -- GLOBAL_STEP: 173750 | > loss_disc: 2.1526377201080322 (2.204872568725292) | > loss_disc_real_0: 0.1676139533519745 (0.13806472511033985) | > loss_disc_real_1: 0.18941836059093475 (0.1929479313540542) | > loss_disc_real_2: 0.17683258652687073 (0.1896510023480924) | > loss_disc_real_3: 0.2030450999736786 (0.20510917907184836) | > loss_disc_real_4: 0.18869565427303314 (0.1977130016279553) | > loss_disc_real_5: 0.21182025969028473 (0.20185843265845801) | > loss_0: 2.1526377201080322 (2.204872568725292) | > grad_norm_0: tensor(45.1516, device='cuda:0') (tensor(31.2769, device='cuda:0')) | > loss_gen: 2.9009060859680176 (2.775507645324548) | > loss_kl: 1.7156367301940918 (1.742053479267745) | > loss_feat: 8.202957153320312 (8.321810386737472) | > loss_mel: 13.249540328979492 (13.391064025799157) | > loss_duration: 1.7067573070526123 (1.692602595385774) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.77579689025879 (27.923038210187638) | > grad_norm_1: tensor(870.2270, device='cuda:0') (tensor(646.4807, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8007 (0.8692882310222667) | > loader_time: 0.0121 (0.010728787046691685)  --> TIME: 2025-05-09 20:35:08 -- STEP: 337/725 -- GLOBAL_STEP: 173800 | > loss_disc: 2.1582040786743164 (2.204795624099075) | > loss_disc_real_0: 0.09575129300355911 (0.1378803361947882) | > loss_disc_real_1: 0.21478720009326935 (0.19311263790293334) | > loss_disc_real_2: 0.19992272555828094 (0.1896803599259975) | > loss_disc_real_3: 0.21280208230018616 (0.20517535052242897) | > loss_disc_real_4: 0.2118450105190277 (0.1977935456822817) | > loss_disc_real_5: 0.20234499871730804 (0.20241017414129814) | > loss_0: 2.1582040786743164 (2.204795624099075) | > grad_norm_0: tensor(22.0393, device='cuda:0') (tensor(30.7472, device='cuda:0')) | > loss_gen: 2.8478007316589355 (2.7751460549385696) | > loss_kl: 1.8556971549987793 (1.742175647695977) | > loss_feat: 8.763223648071289 (8.310115614701465) | > loss_mel: 13.248517990112305 (13.372036888620617) | > loss_duration: 1.6649832725524902 (1.6914981030568879) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.380224227905273 (27.89097240346122) | > grad_norm_1: tensor(725.3398, device='cuda:0') (tensor(648.8550, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8821 (0.8693047715931335) | > loader_time: 0.0118 (0.010722357016996394)  --> TIME: 2025-05-09 20:35:52 -- STEP: 387/725 -- GLOBAL_STEP: 173850 | > loss_disc: 2.366074562072754 (2.204140860596983) | > loss_disc_real_0: 0.15015816688537598 (0.1378474172580148) | > loss_disc_real_1: 0.20473451912403107 (0.19323951772171089) | > loss_disc_real_2: 0.20607025921344757 (0.18956497943062509) | > loss_disc_real_3: 0.2015685737133026 (0.20494244746305526) | > loss_disc_real_4: 0.21537186205387115 (0.1976687848875997) | > loss_disc_real_5: 0.21138887107372284 (0.2020944073911786) | > loss_0: 2.366074562072754 (2.204140860596983) | > grad_norm_0: tensor(32.9849, device='cuda:0') (tensor(30.6499, device='cuda:0')) | > loss_gen: 2.527963161468506 (2.7777198777950396) | > loss_kl: 1.6296466588974 (1.7434272812318432) | > loss_feat: 6.729499340057373 (8.31439796713897) | > loss_mel: 12.341821670532227 (13.392562351177519) | > loss_duration: 1.7704700231552124 (1.6916852385498757) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.999401092529297 (27.919792820932944) | > grad_norm_1: tensor(187.4199, device='cuda:0') (tensor(645.5429, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8587 (0.8687595877536508) | > loader_time: 0.0118 (0.010707265030814084)  --> TIME: 2025-05-09 20:36:36 -- STEP: 437/725 -- GLOBAL_STEP: 173900 | > loss_disc: 2.2938575744628906 (2.205963812649112) | > loss_disc_real_0: 0.11385414749383926 (0.13854390161124724) | > loss_disc_real_1: 0.17470824718475342 (0.19334637460637694) | > loss_disc_real_2: 0.19578510522842407 (0.18941339939082524) | > loss_disc_real_3: 0.18801145255565643 (0.20515786626246207) | > loss_disc_real_4: 0.17153429985046387 (0.1974113505137594) | > loss_disc_real_5: 0.23083274066448212 (0.20252968442521876) | > loss_0: 2.2938575744628906 (2.205963812649112) | > grad_norm_0: tensor(31.6377, device='cuda:0') (tensor(30.7458, device='cuda:0')) | > loss_gen: 2.5410943031311035 (2.774532307203629) | > loss_kl: 1.6962852478027344 (1.7435467057697287) | > loss_feat: 7.543707370758057 (8.300652107876013) | > loss_mel: 12.271276473999023 (13.37148923022796) | > loss_duration: 1.6663074493408203 (1.6917344192618364) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.718669891357422 (27.881954852176204) | > grad_norm_1: tensor(731.4188, device='cuda:0') (tensor(642.5039, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.9042 (0.8675035862955404) | > loader_time: 0.0102 (0.010686008008175643)  --> TIME: 2025-05-09 20:37:19 -- STEP: 487/725 -- GLOBAL_STEP: 173950 | > loss_disc: 2.1073496341705322 (2.2062656284602506) | > loss_disc_real_0: 0.14665012061595917 (0.13871252322588593) | > loss_disc_real_1: 0.16353614628314972 (0.19311668018540806) | > loss_disc_real_2: 0.19568097591400146 (0.18922959167120157) | > loss_disc_real_3: 0.20866815745830536 (0.20514239765535386) | > loss_disc_real_4: 0.1963048279285431 (0.19752078101008336) | > loss_disc_real_5: 0.2318269908428192 (0.20269578915601888) | > loss_0: 2.1073496341705322 (2.2062656284602506) | > grad_norm_0: tensor(38.2450, device='cuda:0') (tensor(30.8074, device='cuda:0')) | > loss_gen: 2.9173898696899414 (2.7742384909604363) | > loss_kl: 1.6563304662704468 (1.7413940221622004) | > loss_feat: 8.543959617614746 (8.297489121219707) | > loss_mel: 13.555013656616211 (13.39419246845911) | > loss_duration: 1.6894917488098145 (1.6922354717763788) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.3621826171875 (27.899549644830536) | > grad_norm_1: tensor(915.3813, device='cuda:0') (tensor(641.9403, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8095 (0.8668845135573244) | > loader_time: 0.0106 (0.010703961217672676)  --> TIME: 2025-05-09 20:38:04 -- STEP: 537/725 -- GLOBAL_STEP: 174000 | > loss_disc: 2.312652349472046 (2.2073338673323444) | > loss_disc_real_0: 0.2346874177455902 (0.1388903215139048) | > loss_disc_real_1: 0.1959945559501648 (0.1931556320889702) | > loss_disc_real_2: 0.18286174535751343 (0.18930568053513716) | > loss_disc_real_3: 0.22896745800971985 (0.20510474099904244) | > loss_disc_real_4: 0.20946377515792847 (0.19764591639712314) | > loss_disc_real_5: 0.2197466790676117 (0.20294547968958573) | > loss_0: 2.312652349472046 (2.2073338673323444) | > grad_norm_0: tensor(50.1088, device='cuda:0') (tensor(30.9483, device='cuda:0')) | > loss_gen: 2.6238656044006348 (2.7724308736719454) | > loss_kl: 1.633832335472107 (1.7417399767834825) | > loss_feat: 8.36783504486084 (8.289205646159706) | > loss_mel: 13.23586368560791 (13.389118819707376) | > loss_duration: 1.7121020555496216 (1.6926021913354403) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.573497772216797 (27.885097571147448) | > grad_norm_1: tensor(455.9637, device='cuda:0') (tensor(642.6777, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8618 (0.8670026083898278) | > loader_time: 0.0091 (0.010672263370989869) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_174000.pth  --> TIME: 2025-05-09 20:38:51 -- STEP: 587/725 -- GLOBAL_STEP: 174050 | > loss_disc: 2.431654453277588 (2.209253532719977) | > loss_disc_real_0: 0.13879576325416565 (0.13892720507702166) | > loss_disc_real_1: 0.23301394283771515 (0.1931431666143505) | > loss_disc_real_2: 0.20050838589668274 (0.18930598842122898) | > loss_disc_real_3: 0.21122433245182037 (0.2052860120898414) | > loss_disc_real_4: 0.21322768926620483 (0.19792608733985456) | > loss_disc_real_5: 0.24003921449184418 (0.20319886010590768) | > loss_0: 2.431654453277588 (2.209253532719977) | > grad_norm_0: tensor(15.8414, device='cuda:0') (tensor(30.8653, device='cuda:0')) | > loss_gen: 2.4806010723114014 (2.7691212752405585) | > loss_kl: 1.6031346321105957 (1.7396990787840785) | > loss_feat: 6.121208190917969 (8.273632682364887) | > loss_mel: 11.407197952270508 (13.367438423572656) | > loss_duration: 1.6625438928604126 (1.6921881315452272) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.27468490600586 (27.8420796304992) | > grad_norm_1: tensor(476.3290, device='cuda:0') (tensor(640.8079, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8875 (0.8668255018010051) | > loader_time: 0.0099 (0.010653928759963193)  --> TIME: 2025-05-09 20:39:35 -- STEP: 637/725 -- GLOBAL_STEP: 174100 | > loss_disc: 2.190605640411377 (2.2089561354982976) | > loss_disc_real_0: 0.1363701969385147 (0.13921597839758557) | > loss_disc_real_1: 0.18860794603824615 (0.1930873786542255) | > loss_disc_real_2: 0.17407535016536713 (0.18924319489129499) | > loss_disc_real_3: 0.20818772912025452 (0.2051129349079013) | > loss_disc_real_4: 0.20617690682411194 (0.19776024364133837) | > loss_disc_real_5: 0.2024836242198944 (0.2032147548870538) | > loss_0: 2.190605640411377 (2.2089561354982976) | > grad_norm_0: tensor(28.8978, device='cuda:0') (tensor(31.0414, device='cuda:0')) | > loss_gen: 2.8067948818206787 (2.7690586845391962) | > loss_kl: 1.7615472078323364 (1.7418932392608426) | > loss_feat: 7.640768051147461 (8.265961537742918) | > loss_mel: 12.036149978637695 (13.356503214154927) | > loss_duration: 1.6605594158172607 (1.6920484587012123) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.905818939208984 (27.82546517688027) | > grad_norm_1: tensor(644.6841, device='cuda:0') (tensor(639.6400, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.8371 (0.8668443449250944) | > loader_time: 0.0098 (0.010662897789684173)  --> TIME: 2025-05-09 20:40:18 -- STEP: 687/725 -- GLOBAL_STEP: 174150 | > loss_disc: 2.3456168174743652 (2.2095670998530275) | > loss_disc_real_0: 0.13285213708877563 (0.1388788304171013) | > loss_disc_real_1: 0.20929524302482605 (0.19321572437904114) | > loss_disc_real_2: 0.20702970027923584 (0.18922716537504064) | > loss_disc_real_3: 0.19497211277484894 (0.20528644577124242) | > loss_disc_real_4: 0.1857004165649414 (0.1978507473999757) | > loss_disc_real_5: 0.18663522601127625 (0.20324441250494987) | > loss_0: 2.3456168174743652 (2.2095670998530275) | > grad_norm_0: tensor(18.5635, device='cuda:0') (tensor(30.9888, device='cuda:0')) | > loss_gen: 2.472573757171631 (2.7675654679927235) | > loss_kl: 1.8974542617797852 (1.7437032067272513) | > loss_feat: 6.96748161315918 (8.258806472261934) | > loss_mel: 11.234230041503906 (13.34297240422456) | > loss_duration: 1.6956939697265625 (1.6918085336338131) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.26743507385254 (27.80485613238517) | > grad_norm_1: tensor(581.7590, device='cuda:0') (tensor(640.2936, device='cuda:0')) | > current_lr_0: 0.00019564777797194082 | > current_lr_1: 0.00019564777797194082 | > step_time: 0.937 (0.8660570301516781) | > loader_time: 0.0123 (0.010664189226242154)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.342128038406372 (2.342128038406372) | > loss_disc_real_0: 0.1562860906124115 (0.1562860906124115) | > loss_disc_real_1: 0.2601853311061859 (0.2601853311061859) | > loss_disc_real_2: 0.204613596200943 (0.204613596200943) | > loss_disc_real_3: 0.23624883592128754 (0.23624883592128754) | > loss_disc_real_4: 0.2556653320789337 (0.2556653320789337) | > loss_disc_real_5: 0.23140521347522736 (0.23140521347522736) | > loss_0: 2.342128038406372 (2.342128038406372) | > loss_gen: 2.7310166358947754 (2.7310166358947754) | > loss_kl: 2.1043078899383545 (2.1043078899383545) | > loss_feat: 7.7823166847229 (7.7823166847229) | > loss_mel: 12.904818534851074 (12.904818534851074) | > loss_duration: 1.6820342540740967 (1.6820342540740967) | > loss_1: 27.204492568969727 (27.204492568969727)  --> STEP: 1 | > loss_disc: 2.196363687515259 (2.196363687515259) | > loss_disc_real_0: 0.13115869462490082 (0.13115869462490082) | > loss_disc_real_1: 0.24611347913742065 (0.24611347913742065) | > loss_disc_real_2: 0.19070179760456085 (0.19070179760456085) | > loss_disc_real_3: 0.2180842161178589 (0.2180842161178589) | > loss_disc_real_4: 0.2333960384130478 (0.2333960384130478) | > loss_disc_real_5: 0.19285811483860016 (0.19285811483860016) | > loss_0: 2.196363687515259 (2.196363687515259) | > loss_gen: 2.864267349243164 (2.864267349243164) | > loss_kl: 2.0061185359954834 (2.0061185359954834) | > loss_feat: 8.930343627929688 (8.930343627929688) | > loss_mel: 14.54182243347168 (14.54182243347168) | > loss_duration: 1.782995581626892 (1.782995581626892) | > loss_1: 30.125547409057617 (30.125547409057617)  --> STEP: 2 | > loss_disc: 2.2802302837371826 (2.2382969856262207) | > loss_disc_real_0: 0.15861158072948456 (0.1448851376771927) | > loss_disc_real_1: 0.2374122440814972 (0.24176286160945892) | > loss_disc_real_2: 0.18955083191394806 (0.19012631475925446) | > loss_disc_real_3: 0.21829454600811005 (0.21818938106298447) | > loss_disc_real_4: 0.24966119229793549 (0.24152861535549164) | > loss_disc_real_5: 0.22998987138271332 (0.21142399311065674) | > loss_0: 2.2802302837371826 (2.2382969856262207) | > loss_gen: 2.7454912662506104 (2.804879307746887) | > loss_kl: 1.8642674684524536 (1.9351930022239685) | > loss_feat: 7.48492956161499 (8.207636594772339) | > loss_mel: 13.49781608581543 (14.019819259643555) | > loss_duration: 1.8161100149154663 (1.7995527982711792) | > loss_1: 27.408615112304688 (28.767081260681152)  --> STEP: 3 | > loss_disc: 2.254143476486206 (2.243579149246216) | > loss_disc_real_0: 0.15694163739681244 (0.14890397091706595) | > loss_disc_real_1: 0.250306636095047 (0.24461078643798828) | > loss_disc_real_2: 0.18435408174991608 (0.188202237089475) | > loss_disc_real_3: 0.21729986369609833 (0.21789287527402243) | > loss_disc_real_4: 0.2399403601884842 (0.24099919696648917) | > loss_disc_real_5: 0.21587909758090973 (0.2129090279340744) | > loss_0: 2.254143476486206 (2.243579149246216) | > loss_gen: 2.778419017791748 (2.7960592110951743) | > loss_kl: 1.8965963125228882 (1.9223274389902751) | > loss_feat: 7.940074920654297 (8.118449370066324) | > loss_mel: 13.426604270935059 (13.822080930074057) | > loss_duration: 1.7948403358459473 (1.7979819774627686) | > loss_1: 27.83653450012207 (28.456899007161457)  --> STEP: 4 | > loss_disc: 2.068615198135376 (2.199838161468506) | > loss_disc_real_0: 0.10635880380868912 (0.13826767913997173) | > loss_disc_real_1: 0.23337970674037933 (0.24180301651358604) | > loss_disc_real_2: 0.18370750546455383 (0.1870785541832447) | > loss_disc_real_3: 0.1836969405412674 (0.20934389159083366) | > loss_disc_real_4: 0.20382368564605713 (0.23170531913638115) | > loss_disc_real_5: 0.19527658820152283 (0.2085009180009365) | > loss_0: 2.068615198135376 (2.199838161468506) | > loss_gen: 2.9480795860290527 (2.834064304828644) | > loss_kl: 1.8922125101089478 (1.9147987067699432) | > loss_feat: 10.786911964416504 (8.78556501865387) | > loss_mel: 15.628250122070312 (14.27362322807312) | > loss_duration: 1.7447764873504639 (1.7846806049346924) | > loss_1: 33.0002326965332 (29.592732429504395) --> EVAL PERFORMANCE | > avg_loader_time: 0.2904968857765198 (-0.006597459316253662) | > avg_loss_disc: 2.199838161468506 (-0.13538819551467896) | > avg_loss_disc_real_0: 0.13826767913997173 (+0.009579163044691086) | > avg_loss_disc_real_1: 0.24180301651358604 (+0.043741121888160706) | > avg_loss_disc_real_2: 0.1870785541832447 (-0.017916932702064514) | > avg_loss_disc_real_3: 0.20934389159083366 (-0.018827922642230988) | > avg_loss_disc_real_4: 0.23170531913638115 (-0.00234777107834816) | > avg_loss_disc_real_5: 0.2085009180009365 (-0.03801034390926361) | > avg_loss_0: 2.199838161468506 (-0.13538819551467896) | > avg_loss_gen: 2.834064304828644 (+0.2870292663574219) | > avg_loss_kl: 1.9147987067699432 (+0.06314772367477417) | > avg_loss_feat: 8.78556501865387 (+1.667487621307373) | > avg_loss_mel: 14.27362322807312 (+1.7325198650360107) | > avg_loss_duration: 1.7846806049346924 (+0.007852703332901001) | > avg_loss_1: 29.592732429504395 (+3.75803804397583)  > EPOCH: 177/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 20:40:58)   --> TIME: 2025-05-09 20:41:10 -- STEP: 12/725 -- GLOBAL_STEP: 174200 | > loss_disc: 2.237952470779419 (2.222299893697103) | > loss_disc_real_0: 0.0952814370393753 (0.1342835302154223) | > loss_disc_real_1: 0.20117202401161194 (0.19695002337296805) | > loss_disc_real_2: 0.18927766382694244 (0.18662702664732933) | > loss_disc_real_3: 0.22261536121368408 (0.2065392111738523) | > loss_disc_real_4: 0.1794305294752121 (0.20383859053254128) | > loss_disc_real_5: 0.16839835047721863 (0.200741587827603) | > loss_0: 2.237952470779419 (2.222299893697103) | > grad_norm_0: tensor(16.8349, device='cuda:0') (tensor(31.4047, device='cuda:0')) | > loss_gen: 2.790428876876831 (2.7583577831586203) | > loss_kl: 1.7438405752182007 (1.7519936660925548) | > loss_feat: 8.55044937133789 (8.269349177678427) | > loss_mel: 14.476630210876465 (13.377714474995932) | > loss_duration: 1.7061004638671875 (1.6911203066507976) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.26744842529297 (27.84853506088257) | > grad_norm_1: tensor(754.2527, device='cuda:0') (tensor(729.4775, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.861 (0.8372757832209269) | > loader_time: 0.0118 (0.009905616442362467)  --> TIME: 2025-05-09 20:41:54 -- STEP: 62/725 -- GLOBAL_STEP: 174250 | > loss_disc: 2.292916774749756 (2.21119280976634) | > loss_disc_real_0: 0.13160523772239685 (0.14067080280473152) | > loss_disc_real_1: 0.21136392652988434 (0.19199778331864265) | > loss_disc_real_2: 0.19151359796524048 (0.18744617748645045) | > loss_disc_real_3: 0.1989746391773224 (0.2040193172231797) | > loss_disc_real_4: 0.1709015816450119 (0.19907920663395234) | > loss_disc_real_5: 0.16183900833129883 (0.2054468124143539) | > loss_0: 2.292916774749756 (2.21119280976634) | > grad_norm_0: tensor(21.4074, device='cuda:0') (tensor(34.5551, device='cuda:0')) | > loss_gen: 2.606821060180664 (2.7537948931417153) | > loss_kl: 1.771868348121643 (1.7568683258948787) | > loss_feat: 7.9823713302612305 (8.276759601408436) | > loss_mel: 13.697916984558105 (13.225844890840593) | > loss_duration: 1.7501219511032104 (1.6866943144029187) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.809099197387695 (27.699962123747795) | > grad_norm_1: tensor(131.0298, device='cuda:0') (tensor(695.9918, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8594 (0.8573862891043386) | > loader_time: 0.0116 (0.010450947669244582)  --> TIME: 2025-05-09 20:42:38 -- STEP: 112/725 -- GLOBAL_STEP: 174300 | > loss_disc: 2.307507038116455 (2.214966549405029) | > loss_disc_real_0: 0.23824568092823029 (0.14187820501891618) | > loss_disc_real_1: 0.1726178526878357 (0.19361205279294932) | > loss_disc_real_2: 0.17512689530849457 (0.1884975087429796) | > loss_disc_real_3: 0.1813993752002716 (0.2046820462814399) | > loss_disc_real_4: 0.23023536801338196 (0.1994354050340397) | > loss_disc_real_5: 0.21220572292804718 (0.20450676405536278) | > loss_0: 2.307507038116455 (2.214966549405029) | > grad_norm_0: tensor(43.8458, device='cuda:0') (tensor(33.4712, device='cuda:0')) | > loss_gen: 2.6874496936798096 (2.766569965652057) | > loss_kl: 1.5074825286865234 (1.7500058997954642) | > loss_feat: 7.2215495109558105 (8.32901410119874) | > loss_mel: 13.089123725891113 (13.438322756971631) | > loss_duration: 1.6963222026824951 (1.6902293637394905) | > amp_scaler: 128.0 (222.85714285714286) | > loss_1: 26.201929092407227 (27.97414219379425) | > grad_norm_1: tensor(573.8494, device='cuda:0') (tensor(646.5763, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8413 (0.8603410039629257) | > loader_time: 0.0098 (0.010458433202334813)  --> TIME: 2025-05-09 20:43:22 -- STEP: 162/725 -- GLOBAL_STEP: 174350 | > loss_disc: 2.193124771118164 (2.2141843658906444) | > loss_disc_real_0: 0.11139580607414246 (0.14058170927527502) | > loss_disc_real_1: 0.1998395174741745 (0.19371487982111213) | > loss_disc_real_2: 0.1946743130683899 (0.18851824215164892) | > loss_disc_real_3: 0.2073817253112793 (0.20481588571895787) | > loss_disc_real_4: 0.17548467218875885 (0.1987506846586863) | > loss_disc_real_5: 0.21393480896949768 (0.20579618896231244) | > loss_0: 2.193124771118164 (2.2141843658906444) | > grad_norm_0: tensor(15.9725, device='cuda:0') (tensor(30.8418, device='cuda:0')) | > loss_gen: 2.657480478286743 (2.7516095123173283) | > loss_kl: 1.7908614873886108 (1.7576515034393028) | > loss_feat: 7.743934154510498 (8.303823079591915) | > loss_mel: 13.316205978393555 (13.38709065354901) | > loss_duration: 1.648020625114441 (1.6892408235573475) | > amp_scaler: 128.0 (193.58024691358028) | > loss_1: 27.15650177001953 (27.889415635002983) | > grad_norm_1: tensor(84.2587, device='cuda:0') (tensor(617.2846, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8319 (0.8590816818637612) | > loader_time: 0.0098 (0.010466293052390774)  --> TIME: 2025-05-09 20:44:05 -- STEP: 212/725 -- GLOBAL_STEP: 174400 | > loss_disc: 2.309880018234253 (2.210845090870588) | > loss_disc_real_0: 0.17428691685199738 (0.1405677732853393) | > loss_disc_real_1: 0.20233233273029327 (0.19341257446498242) | > loss_disc_real_2: 0.20534662902355194 (0.18872662753147895) | > loss_disc_real_3: 0.2108885943889618 (0.20471665860628183) | > loss_disc_real_4: 0.20361240208148956 (0.1984350100721953) | > loss_disc_real_5: 0.22589200735092163 (0.20492310836067743) | > loss_0: 2.309880018234253 (2.210845090870588) | > grad_norm_0: tensor(12.3721, device='cuda:0') (tensor(30.6284, device='cuda:0')) | > loss_gen: 2.577960968017578 (2.7609264670677915) | > loss_kl: 1.708720326423645 (1.7481656732424251) | > loss_feat: 7.372704982757568 (8.30652584894648) | > loss_mel: 11.85334300994873 (13.376782273346524) | > loss_duration: 1.7023141384124756 (1.6892109923767593) | > amp_scaler: 128.0 (178.11320754716985) | > loss_1: 25.215044021606445 (27.881611239235355) | > grad_norm_1: tensor(555.2654, device='cuda:0') (tensor(624.5259, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.851 (0.8589993569086183) | > loader_time: 0.0103 (0.010464752620121226)  --> TIME: 2025-05-09 20:44:49 -- STEP: 262/725 -- GLOBAL_STEP: 174450 | > loss_disc: 2.1911723613739014 (2.2142261471457143) | > loss_disc_real_0: 0.1753709465265274 (0.14084749950366154) | > loss_disc_real_1: 0.18832388520240784 (0.19402102375303515) | > loss_disc_real_2: 0.18256650865077972 (0.18887366513714532) | > loss_disc_real_3: 0.2243170291185379 (0.20507635693741208) | > loss_disc_real_4: 0.20519471168518066 (0.1988488583619358) | > loss_disc_real_5: 0.2163756638765335 (0.20467600084215634) | > loss_0: 2.1911723613739014 (2.2142261471457143) | > grad_norm_0: tensor(53.4445, device='cuda:0') (tensor(30.6785, device='cuda:0')) | > loss_gen: 2.8878846168518066 (2.7605369154733563) | > loss_kl: 1.7684706449508667 (1.749596305020893) | > loss_feat: 8.043408393859863 (8.293860808583617) | > loss_mel: 13.393746376037598 (13.349624488189932) | > loss_duration: 1.6831473112106323 (1.690824598301458) | > amp_scaler: 128.0 (168.5496183206107) | > loss_1: 27.776657104492188 (27.844443066429545) | > grad_norm_1: tensor(725.5012, device='cuda:0') (tensor(633.7076, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.9399 (0.8590536763649861) | > loader_time: 0.0117 (0.010579879957301024)  --> TIME: 2025-05-09 20:45:33 -- STEP: 312/725 -- GLOBAL_STEP: 174500 | > loss_disc: 2.190542697906494 (2.2144858397734475) | > loss_disc_real_0: 0.13634520769119263 (0.1425568002204481) | > loss_disc_real_1: 0.19343459606170654 (0.19366074047791645) | > loss_disc_real_2: 0.19822072982788086 (0.18917013446872047) | > loss_disc_real_3: 0.18200117349624634 (0.2045303913167654) | > loss_disc_real_4: 0.17153461277484894 (0.19883528776848927) | > loss_disc_real_5: 0.18303963541984558 (0.20374552327661943) | > loss_0: 2.190542697906494 (2.2144858397734475) | > grad_norm_0: tensor(31.2575, device='cuda:0') (tensor(31.6794, device='cuda:0')) | > loss_gen: 2.6586010456085205 (2.768622140853834) | > loss_kl: 1.5857347249984741 (1.7490066179098223) | > loss_feat: 8.010845184326172 (8.306153441086794) | > loss_mel: 12.941686630249023 (13.370073954264322) | > loss_duration: 1.7030749320983887 (1.6903613637655208) | > amp_scaler: 128.0 (162.05128205128204) | > loss_1: 26.89994239807129 (27.884217482346756) | > grad_norm_1: tensor(529.7800, device='cuda:0') (tensor(625.0043, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.838 (0.8590421944092483) | > loader_time: 0.0096 (0.010626277862451017)  --> TIME: 2025-05-09 20:46:16 -- STEP: 362/725 -- GLOBAL_STEP: 174550 | > loss_disc: 2.1019744873046875 (2.2172602734513025) | > loss_disc_real_0: 0.13211999833583832 (0.14214228958056102) | > loss_disc_real_1: 0.19412364065647125 (0.19389439966961816) | > loss_disc_real_2: 0.1823178380727768 (0.18954023113731513) | > loss_disc_real_3: 0.1892435997724533 (0.2049123191207812) | > loss_disc_real_4: 0.22191272675991058 (0.1994261926050344) | > loss_disc_real_5: 0.16648633778095245 (0.20378305108507694) | > loss_0: 2.1019744873046875 (2.2172602734513025) | > grad_norm_0: tensor(35.6566, device='cuda:0') (tensor(30.5631, device='cuda:0')) | > loss_gen: 2.8945908546447754 (2.761747312150608) | > loss_kl: 1.765350341796875 (1.7440778682245073) | > loss_feat: 9.336960792541504 (8.27172436371693) | > loss_mel: 14.5112943649292 (13.34056816311831) | > loss_duration: 1.6311278343200684 (1.6898841143313035) | > amp_scaler: 128.0 (157.34806629834247) | > loss_1: 30.139324188232422 (27.808001771157617) | > grad_norm_1: tensor(946.9124, device='cuda:0') (tensor(611.6905, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.838 (0.8589494702565738) | > loader_time: 0.0106 (0.010587575685912077)  --> TIME: 2025-05-09 20:47:00 -- STEP: 412/725 -- GLOBAL_STEP: 174600 | > loss_disc: 2.326436996459961 (2.2186442570200238) | > loss_disc_real_0: 0.12203357368707657 (0.14227021089528935) | > loss_disc_real_1: 0.19970984756946564 (0.1939819457316861) | > loss_disc_real_2: 0.1899283528327942 (0.1896188926421901) | > loss_disc_real_3: 0.21843646466732025 (0.20477933172606727) | > loss_disc_real_4: 0.22570538520812988 (0.19914110565503823) | > loss_disc_real_5: 0.22210316359996796 (0.2041978297520031) | > loss_0: 2.326436996459961 (2.2186442570200238) | > grad_norm_0: tensor(13.3979, device='cuda:0') (tensor(30.1611, device='cuda:0')) | > loss_gen: 2.650439977645874 (2.757915294864804) | > loss_kl: 1.8767039775848389 (1.7481204401520847) | > loss_feat: 7.291284561157227 (8.237302501224791) | > loss_mel: 12.568765640258789 (13.293490074213269) | > loss_duration: 1.6994082927703857 (1.6910684085586696) | > amp_scaler: 128.0 (153.78640776699044) | > loss_1: 26.08660316467285 (27.727896667221216) | > grad_norm_1: tensor(493.1151, device='cuda:0') (tensor(610.3885, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8427 (0.8594724854219309) | > loader_time: 0.0135 (0.01057757567433478)  --> TIME: 2025-05-09 20:47:43 -- STEP: 462/725 -- GLOBAL_STEP: 174650 | > loss_disc: 2.052232265472412 (2.2169932604352107) | > loss_disc_real_0: 0.14711163938045502 (0.14204362138009166) | > loss_disc_real_1: 0.17010945081710815 (0.19390158390715004) | > loss_disc_real_2: 0.18175829946994781 (0.18937764771572949) | > loss_disc_real_3: 0.18815724551677704 (0.20459230769893308) | > loss_disc_real_4: 0.19390396773815155 (0.19924156951568858) | > loss_disc_real_5: 0.19024689495563507 (0.20401640255729875) | > loss_0: 2.052232265472412 (2.2169932604352107) | > grad_norm_0: tensor(35.6103, device='cuda:0') (tensor(30.2512, device='cuda:0')) | > loss_gen: 3.108325242996216 (2.7627149902896972) | > loss_kl: 1.6488876342773438 (1.7507316539813944) | > loss_feat: 9.576193809509277 (8.249618769724137) | > loss_mel: 15.033065795898438 (13.309413897526728) | > loss_duration: 1.7004663944244385 (1.6913636427421075) | > amp_scaler: 128.0 (150.99567099567113) | > loss_1: 31.066940307617188 (27.763842884080233) | > grad_norm_1: tensor(803.0115, device='cuda:0') (tensor(617.4370, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.7902 (0.8579107837759572) | > loader_time: 0.0106 (0.010586596670604891)  --> TIME: 2025-05-09 20:48:27 -- STEP: 512/725 -- GLOBAL_STEP: 174700 | > loss_disc: 2.144099712371826 (2.216636274708434) | > loss_disc_real_0: 0.12177388370037079 (0.14231812802609048) | > loss_disc_real_1: 0.1861979067325592 (0.1938357132894452) | > loss_disc_real_2: 0.19425615668296814 (0.18917900411179284) | > loss_disc_real_3: 0.18974700570106506 (0.20432384000741877) | > loss_disc_real_4: 0.1892739236354828 (0.19932001348934136) | > loss_disc_real_5: 0.19863687455654144 (0.2036392421578057) | > loss_0: 2.144099712371826 (2.216636274708434) | > grad_norm_0: tensor(18.3438, device='cuda:0') (tensor(30.1033, device='cuda:0')) | > loss_gen: 2.8239474296569824 (2.762724023312331) | > loss_kl: 1.8656487464904785 (1.7478545110207049) | > loss_feat: 8.871358871459961 (8.245535292662684) | > loss_mel: 14.132561683654785 (13.31121756695211) | > loss_duration: 1.6523628234863281 (1.6918691743630916) | > amp_scaler: 128.0 (148.7500000000001) | > loss_1: 29.34587860107422 (27.759200494736433) | > grad_norm_1: tensor(189.2724, device='cuda:0') (tensor(617.3138, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.839 (0.8575716144405306) | > loader_time: 0.0101 (0.010565616190433506)  --> TIME: 2025-05-09 20:49:10 -- STEP: 562/725 -- GLOBAL_STEP: 174750 | > loss_disc: 2.1623899936676025 (2.215392894380033) | > loss_disc_real_0: 0.17266561090946198 (0.14210195720089702) | > loss_disc_real_1: 0.19715696573257446 (0.19391331142908302) | > loss_disc_real_2: 0.17172496020793915 (0.1890941613297445) | > loss_disc_real_3: 0.1898077428340912 (0.20430776142777077) | > loss_disc_real_4: 0.1661243885755539 (0.1991100277870999) | > loss_disc_real_5: 0.21729817986488342 (0.20365625431635206) | > loss_0: 2.1623899936676025 (2.215392894380033) | > grad_norm_0: tensor(64.8124, device='cuda:0') (tensor(30.4482, device='cuda:0')) | > loss_gen: 2.898768424987793 (2.766217903310294) | > loss_kl: 1.6430259943008423 (1.748618318729129) | > loss_feat: 9.362820625305176 (8.266664624638405) | > loss_mel: 14.115826606750488 (13.342720282883828) | > loss_duration: 1.658180594444275 (1.6914626591146211) | > amp_scaler: 128.0 (146.9039145907474) | > loss_1: 29.67862319946289 (27.815683721223333) | > grad_norm_1: tensor(745.7469, device='cuda:0') (tensor(622.3942, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8927 (0.8574724782828335) | > loader_time: 0.01 (0.010568632349849175)  --> TIME: 2025-05-09 20:49:54 -- STEP: 612/725 -- GLOBAL_STEP: 174800 | > loss_disc: 2.2212750911712646 (2.2147802634566442) | > loss_disc_real_0: 0.11868532001972198 (0.14198750029835427) | > loss_disc_real_1: 0.19268590211868286 (0.19403228022499017) | > loss_disc_real_2: 0.2259809970855713 (0.18924265444960467) | > loss_disc_real_3: 0.1911216378211975 (0.2041406835995469) | > loss_disc_real_4: 0.2114201933145523 (0.19910715698124526) | > loss_disc_real_5: 0.1954808086156845 (0.20307260700592814) | > loss_0: 2.2212750911712646 (2.2147802634566442) | > grad_norm_0: tensor(26.1574, device='cuda:0') (tensor(30.6771, device='cuda:0')) | > loss_gen: 2.748840808868408 (2.769311292888291) | > loss_kl: 1.6890164613723755 (1.7475248125253935) | > loss_feat: 7.875761032104492 (8.267481711954856) | > loss_mel: 12.36760139465332 (13.337851471371113) | > loss_duration: 1.6163017749786377 (1.6907533699390942) | > amp_scaler: 128.0 (145.359477124183) | > loss_1: 26.297521591186523 (27.812922589919136) | > grad_norm_1: tensor(769.3109, device='cuda:0') (tensor(621.7746, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8075 (0.8573364892037086) | > loader_time: 0.0112 (0.010590626912958482)  --> TIME: 2025-05-09 20:50:37 -- STEP: 662/725 -- GLOBAL_STEP: 174850 | > loss_disc: 2.158705949783325 (2.2139484614043816) | > loss_disc_real_0: 0.11429016292095184 (0.14149554610657541) | > loss_disc_real_1: 0.17326414585113525 (0.1939505491957203) | > loss_disc_real_2: 0.1827542930841446 (0.18923244368723877) | > loss_disc_real_3: 0.19727464020252228 (0.20436078987542966) | > loss_disc_real_4: 0.21449728310108185 (0.19917342746545888) | > loss_disc_real_5: 0.1851990669965744 (0.2030428828969823) | > loss_0: 2.158705949783325 (2.2139484614043816) | > grad_norm_0: tensor(17.4579, device='cuda:0') (tensor(30.8173, device='cuda:0')) | > loss_gen: 2.818265676498413 (2.7718293205849) | > loss_kl: 1.803675889968872 (1.745548624106404) | > loss_feat: 9.007563591003418 (8.278720144778948) | > loss_mel: 13.40939712524414 (13.352432843061363) | > loss_duration: 1.7089945077896118 (1.6910258915129033) | > amp_scaler: 128.0 (144.04833836858003) | > loss_1: 28.747896194458008 (27.839556786228872) | > grad_norm_1: tensor(511.6708, device='cuda:0') (tensor(628.2318, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8774 (0.8565345217454109) | > loader_time: 0.0098 (0.010636794242974134)  --> TIME: 2025-05-09 20:51:21 -- STEP: 712/725 -- GLOBAL_STEP: 174900 | > loss_disc: 2.2355880737304688 (2.2127403506402237) | > loss_disc_real_0: 0.136000394821167 (0.14127184963377007) | > loss_disc_real_1: 0.19455361366271973 (0.1939202530958344) | > loss_disc_real_2: 0.16815131902694702 (0.1892035455976645) | > loss_disc_real_3: 0.22330045700073242 (0.20420570326236534) | > loss_disc_real_4: 0.20721225440502167 (0.19912482161870151) | > loss_disc_real_5: 0.17693616449832916 (0.202706321215864) | > loss_0: 2.2355880737304688 (2.2127403506402237) | > grad_norm_0: tensor(17.2007, device='cuda:0') (tensor(30.8750, device='cuda:0')) | > loss_gen: 2.5740208625793457 (2.773675310477781) | > loss_kl: 1.8034354448318481 (1.744994458690118) | > loss_feat: 7.9206342697143555 (8.282029766045259) | > loss_mel: 12.087991714477539 (13.359993728359086) | > loss_duration: 1.6865609884262085 (1.690733055050454) | > amp_scaler: 128.0 (142.9213483146067) | > loss_1: 26.072643280029297 (27.851426263873485) | > grad_norm_1: tensor(461.2107, device='cuda:0') (tensor(635.0845, device='cuda:0')) | > current_lr_0: 0.00019562332199969432 | > current_lr_1: 0.00019562332199969432 | > step_time: 0.8258 (0.8568499687682377) | > loader_time: 0.0097 (0.010611519719777484)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.319751024246216 (2.319751024246216) | > loss_disc_real_0: 0.11349400132894516 (0.11349400132894516) | > loss_disc_real_1: 0.18925410509109497 (0.18925410509109497) | > loss_disc_real_2: 0.25230273604393005 (0.25230273604393005) | > loss_disc_real_3: 0.24870888888835907 (0.24870888888835907) | > loss_disc_real_4: 0.250118613243103 (0.250118613243103) | > loss_disc_real_5: 0.2444993257522583 (0.2444993257522583) | > loss_0: 2.319751024246216 (2.319751024246216) | > loss_gen: 2.653392791748047 (2.653392791748047) | > loss_kl: 1.982242465019226 (1.982242465019226) | > loss_feat: 7.640712738037109 (7.640712738037109) | > loss_mel: 13.402241706848145 (13.402241706848145) | > loss_duration: 1.694057822227478 (1.694057822227478) | > loss_1: 27.37264633178711 (27.37264633178711)  --> STEP: 1 | > loss_disc: 2.3145575523376465 (2.3145575523376465) | > loss_disc_real_0: 0.10436581820249557 (0.10436581820249557) | > loss_disc_real_1: 0.17695331573486328 (0.17695331573486328) | > loss_disc_real_2: 0.2402104139328003 (0.2402104139328003) | > loss_disc_real_3: 0.23027634620666504 (0.23027634620666504) | > loss_disc_real_4: 0.22234617173671722 (0.22234617173671722) | > loss_disc_real_5: 0.22899580001831055 (0.22899580001831055) | > loss_0: 2.3145575523376465 (2.3145575523376465) | > loss_gen: 2.431347131729126 (2.431347131729126) | > loss_kl: 1.8664445877075195 (1.8664445877075195) | > loss_feat: 8.090472221374512 (8.090472221374512) | > loss_mel: 13.707220077514648 (13.707220077514648) | > loss_duration: 1.791253924369812 (1.791253924369812) | > loss_1: 27.886737823486328 (27.886737823486328)  --> STEP: 2 | > loss_disc: 2.2999930381774902 (2.3072752952575684) | > loss_disc_real_0: 0.11158078163862228 (0.10797329992055893) | > loss_disc_real_1: 0.1829080879688263 (0.1799307018518448) | > loss_disc_real_2: 0.24817661941051483 (0.24419351667165756) | > loss_disc_real_3: 0.22754953801631927 (0.22891294211149216) | > loss_disc_real_4: 0.21424198150634766 (0.21829407662153244) | > loss_disc_real_5: 0.21128366887569427 (0.2201397344470024) | > loss_0: 2.2999930381774902 (2.3072752952575684) | > loss_gen: 2.4947845935821533 (2.4630658626556396) | > loss_kl: 1.6899080276489258 (1.7781763076782227) | > loss_feat: 7.617098331451416 (7.853785276412964) | > loss_mel: 12.975419044494629 (13.341319561004639) | > loss_duration: 1.8315792083740234 (1.8114165663719177) | > loss_1: 26.608789443969727 (27.247763633728027)  --> STEP: 3 | > loss_disc: 2.32312273979187 (2.3125577767690024) | > loss_disc_real_0: 0.10556361079216003 (0.10717007021109264) | > loss_disc_real_1: 0.19243192672729492 (0.18409777681032816) | > loss_disc_real_2: 0.25414955615997314 (0.2475121965010961) | > loss_disc_real_3: 0.24463556706905365 (0.23415381709734598) | > loss_disc_real_4: 0.2319478988647461 (0.22284535070260367) | > loss_disc_real_5: 0.23178641498088837 (0.22402196129163107) | > loss_0: 2.32312273979187 (2.3125577767690024) | > loss_gen: 2.5770528316497803 (2.50106151898702) | > loss_kl: 2.020150661468506 (1.8588344256083171) | > loss_feat: 7.505058288574219 (7.737542947133382) | > loss_mel: 13.212905883789062 (13.29851500193278) | > loss_duration: 1.820624589920044 (1.8144859075546265) | > loss_1: 27.135793685913086 (27.210440317789715)  --> STEP: 4 | > loss_disc: 2.317237615585327 (2.3137277364730835) | > loss_disc_real_0: 0.10452882200479507 (0.10650975815951824) | > loss_disc_real_1: 0.19666197896003723 (0.18723882734775543) | > loss_disc_real_2: 0.2535126209259033 (0.2490123026072979) | > loss_disc_real_3: 0.23582960665225983 (0.23457276448607445) | > loss_disc_real_4: 0.23432189226150513 (0.22571448609232903) | > loss_disc_real_5: 0.22561849653720856 (0.22442109510302544) | > loss_0: 2.317237615585327 (2.3137277364730835) | > loss_gen: 2.5433762073516846 (2.511640191078186) | > loss_kl: 1.6105307340621948 (1.7967585027217865) | > loss_feat: 8.056525230407715 (7.817288517951965) | > loss_mel: 13.902905464172363 (13.449612617492676) | > loss_duration: 1.748506784439087 (1.7979911267757416) | > loss_1: 27.861845016479492 (27.373291492462158) --> EVAL PERFORMANCE | > avg_loader_time: 0.28844523429870605 (-0.0020516514778137207) | > avg_loss_disc: 2.3137277364730835 (+0.11388957500457764) | > avg_loss_disc_real_0: 0.10650975815951824 (-0.03175792098045349) | > avg_loss_disc_real_1: 0.18723882734775543 (-0.05456418916583061) | > avg_loss_disc_real_2: 0.2490123026072979 (+0.06193374842405319) | > avg_loss_disc_real_3: 0.23457276448607445 (+0.025228872895240784) | > avg_loss_disc_real_4: 0.22571448609232903 (-0.005990833044052124) | > avg_loss_disc_real_5: 0.22442109510302544 (+0.015920177102088928) | > avg_loss_0: 2.3137277364730835 (+0.11388957500457764) | > avg_loss_gen: 2.511640191078186 (-0.32242411375045776) | > avg_loss_kl: 1.7967585027217865 (-0.11804020404815674) | > avg_loss_feat: 7.817288517951965 (-0.9682765007019043) | > avg_loss_mel: 13.449612617492676 (-0.8240106105804443) | > avg_loss_duration: 1.7979911267757416 (+0.013310521841049194) | > avg_loss_1: 27.373291492462158 (-2.2194409370422363)  > EPOCH: 178/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 20:51:39)   --> TIME: 2025-05-09 20:52:13 -- STEP: 37/725 -- GLOBAL_STEP: 174950 | > loss_disc: 2.1372811794281006 (2.2312979891493523) | > loss_disc_real_0: 0.1351855993270874 (0.14024397046179385) | > loss_disc_real_1: 0.1752382218837738 (0.1993037703874949) | > loss_disc_real_2: 0.16098032891750336 (0.19041428574033686) | > loss_disc_real_3: 0.21317844092845917 (0.20822553779627825) | > loss_disc_real_4: 0.20667055249214172 (0.20185334738847371) | > loss_disc_real_5: 0.16848106682300568 (0.202265618217958) | > loss_0: 2.1372811794281006 (2.2312979891493523) | > grad_norm_0: tensor(26.7950, device='cuda:0') (tensor(35.6557, device='cuda:0')) | > loss_gen: 2.8158576488494873 (2.7692505604511983) | > loss_kl: 1.5887192487716675 (1.7185098641627543) | > loss_feat: 9.134908676147461 (8.056187036875132) | > loss_mel: 13.664281845092773 (13.093235917993495) | > loss_duration: 1.6804797649383545 (1.687622685690184) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.884244918823242 (27.32480611027898) | > grad_norm_1: tensor(206.0006, device='cuda:0') (tensor(657.7374, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8678 (0.863904991665402) | > loader_time: 0.0158 (0.010875018867286475)  --> TIME: 2025-05-09 20:52:57 -- STEP: 87/725 -- GLOBAL_STEP: 175000 | > loss_disc: 2.294377565383911 (2.2226563760603986) | > loss_disc_real_0: 0.13734564185142517 (0.14390626378443042) | > loss_disc_real_1: 0.20361585915088654 (0.19623129772043776) | > loss_disc_real_2: 0.22827473282814026 (0.19143093009104678) | > loss_disc_real_3: 0.18072177469730377 (0.2060231977495654) | > loss_disc_real_4: 0.18671336770057678 (0.19809506696531143) | > loss_disc_real_5: 0.21331162750720978 (0.2001695042026454) | > loss_0: 2.294377565383911 (2.2226563760603986) | > grad_norm_0: tensor(29.7413, device='cuda:0') (tensor(34.1841, device='cuda:0')) | > loss_gen: 2.5936825275421143 (2.772754288267815) | > loss_kl: 1.644942283630371 (1.7407257652830803) | > loss_feat: 7.255082130432129 (8.149350407479824) | > loss_mel: 12.344168663024902 (13.24298078164287) | > loss_duration: 1.676452875137329 (1.689803777069881) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.51432991027832 (27.595615058109672) | > grad_norm_1: tensor(263.2555, device='cuda:0') (tensor(639.0001, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8408 (0.8610303675991365) | > loader_time: 0.0106 (0.011095956824291712) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_175000.pth  --> TIME: 2025-05-09 20:53:44 -- STEP: 137/725 -- GLOBAL_STEP: 175050 | > loss_disc: 2.1218855381011963 (2.2085788502310324) | > loss_disc_real_0: 0.11617190390825272 (0.139498216120431) | > loss_disc_real_1: 0.19040276110172272 (0.19518332716322292) | > loss_disc_real_2: 0.17731812596321106 (0.1900202280631031) | > loss_disc_real_3: 0.20273621380329132 (0.20495562777467016) | > loss_disc_real_4: 0.18626326322555542 (0.19816954564439118) | > loss_disc_real_5: 0.19623489677906036 (0.20092076041402607) | > loss_0: 2.1218855381011963 (2.2085788502310324) | > grad_norm_0: tensor(32.9366, device='cuda:0') (tensor(32.6009, device='cuda:0')) | > loss_gen: 2.7209959030151367 (2.776231055712177) | > loss_kl: 1.7857277393341064 (1.7312865161547695) | > loss_feat: 8.429478645324707 (8.248749966168928) | > loss_mel: 12.501080513000488 (13.307490689911111) | > loss_duration: 1.696661353111267 (1.6921242432002603) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.133943557739258 (27.755882485939637) | > grad_norm_1: tensor(699.7904, device='cuda:0') (tensor(644.8751, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8189 (0.8653716797376201) | > loader_time: 0.0088 (0.010713204850245565)  --> TIME: 2025-05-09 20:54:28 -- STEP: 187/725 -- GLOBAL_STEP: 175100 | > loss_disc: 2.064070701599121 (2.2018381879928905) | > loss_disc_real_0: 0.14865154027938843 (0.13847757210546638) | > loss_disc_real_1: 0.193831205368042 (0.19403642615213743) | > loss_disc_real_2: 0.17748308181762695 (0.18893211984379407) | > loss_disc_real_3: 0.1633155643939972 (0.20510090345686133) | > loss_disc_real_4: 0.16093136370182037 (0.19776682356462122) | > loss_disc_real_5: 0.1792653203010559 (0.20015602546898442) | > loss_0: 2.064070701599121 (2.2018381879928905) | > grad_norm_0: tensor(36.3656, device='cuda:0') (tensor(32.9593, device='cuda:0')) | > loss_gen: 2.9204962253570557 (2.784721388536341) | > loss_kl: 1.9075149297714233 (1.725230423524418) | > loss_feat: 9.357514381408691 (8.287474976503917) | > loss_mel: 14.71341323852539 (13.35358551351782) | > loss_duration: 1.7281230688095093 (1.6926325916606475) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.62706184387207 (27.843644891830685) | > grad_norm_1: tensor(1061.1173, device='cuda:0') (tensor(665.6848, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8654 (0.8671895131707829) | > loader_time: 0.0096 (0.010708995043912673)  --> TIME: 2025-05-09 20:55:13 -- STEP: 237/725 -- GLOBAL_STEP: 175150 | > loss_disc: 2.0391149520874023 (2.1988815557101606) | > loss_disc_real_0: 0.141465961933136 (0.1391760104567694) | > loss_disc_real_1: 0.16565504670143127 (0.1934811759598647) | > loss_disc_real_2: 0.1783616542816162 (0.18836646725105333) | > loss_disc_real_3: 0.22001415491104126 (0.20492617773355815) | > loss_disc_real_4: 0.17924284934997559 (0.19666022615593698) | > loss_disc_real_5: 0.17630068957805634 (0.19982352029170672) | > loss_0: 2.0391149520874023 (2.1988815557101606) | > grad_norm_0: tensor(29.0800, device='cuda:0') (tensor(33.2908, device='cuda:0')) | > loss_gen: 3.13278865814209 (2.7924621487468606) | > loss_kl: 1.9979537725448608 (1.7250230795220485) | > loss_feat: 9.391357421875 (8.317350781919586) | > loss_mel: 14.076179504394531 (13.364208965864865) | > loss_duration: 1.6725746393203735 (1.6918275617848972) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.27085304260254 (27.890872512688613) | > grad_norm_1: tensor(907.3093, device='cuda:0') (tensor(662.8499, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8196 (0.8710692321197896) | > loader_time: 0.0088 (0.010561897784848756)  --> TIME: 2025-05-09 20:55:56 -- STEP: 287/725 -- GLOBAL_STEP: 175200 | > loss_disc: 2.256894588470459 (2.2021410490162285) | > loss_disc_real_0: 0.13437695801258087 (0.13817221624614479) | > loss_disc_real_1: 0.19562041759490967 (0.19357472305098472) | > loss_disc_real_2: 0.19270005822181702 (0.18864964317361654) | > loss_disc_real_3: 0.21515777707099915 (0.20518734957698329) | > loss_disc_real_4: 0.1709054857492447 (0.19740494582088153) | > loss_disc_real_5: 0.20878446102142334 (0.2009389226029559) | > loss_0: 2.256894588470459 (2.2021410490162285) | > grad_norm_0: tensor(20.4677, device='cuda:0') (tensor(32.0741, device='cuda:0')) | > loss_gen: 2.653761386871338 (2.778961390153041) | > loss_kl: 1.6969119310379028 (1.72446000783701) | > loss_feat: 7.432041645050049 (8.259603608360688) | > loss_mel: 12.72334098815918 (13.298001628304192) | > loss_duration: 1.701018214225769 (1.6923823738762724) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.207073211669922 (27.75340896367196) | > grad_norm_1: tensor(730.6090, device='cuda:0') (tensor(659.8393, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8185 (0.8668235768839874) | > loader_time: 0.0103 (0.010546803059062892)  --> TIME: 2025-05-09 20:56:41 -- STEP: 337/725 -- GLOBAL_STEP: 175250 | > loss_disc: 2.090268850326538 (2.1993704669907106) | > loss_disc_real_0: 0.13125157356262207 (0.1378895289731664) | > loss_disc_real_1: 0.18433573842048645 (0.19353098822453596) | > loss_disc_real_2: 0.16033725440502167 (0.1886563259080186) | > loss_disc_real_3: 0.16641461849212646 (0.20489452124880042) | > loss_disc_real_4: 0.1630546897649765 (0.19741618929524804) | > loss_disc_real_5: 0.1980089396238327 (0.20072920730984176) | > loss_0: 2.090268850326538 (2.1993704669907106) | > grad_norm_0: tensor(18.5966, device='cuda:0') (tensor(32.1718, device='cuda:0')) | > loss_gen: 2.8883557319641113 (2.78747898251791) | > loss_kl: 1.8288859128952026 (1.7248764968413628) | > loss_feat: 9.407952308654785 (8.288715744584534) | > loss_mel: 14.858004570007324 (13.320581693677589) | > loss_duration: 1.655951738357544 (1.69135199491631) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.639150619506836 (27.81300485876972) | > grad_norm_1: tensor(429.7670, device='cuda:0') (tensor(657.8062, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 1.0545 (0.8682228924612618) | > loader_time: 0.0135 (0.010568013177073678)  --> TIME: 2025-05-09 20:57:25 -- STEP: 387/725 -- GLOBAL_STEP: 175300 | > loss_disc: 2.186777114868164 (2.2030602647352593) | > loss_disc_real_0: 0.08278414607048035 (0.138265715050451) | > loss_disc_real_1: 0.20343957841396332 (0.19374158412449108) | > loss_disc_real_2: 0.165037602186203 (0.18882831942665493) | > loss_disc_real_3: 0.20141451060771942 (0.2048975943132888) | > loss_disc_real_4: 0.22060009837150574 (0.19765269602299967) | > loss_disc_real_5: 0.17465601861476898 (0.20092724575552828) | > loss_0: 2.186777114868164 (2.2030602647352593) | > grad_norm_0: tensor(35.9976, device='cuda:0') (tensor(32.0598, device='cuda:0')) | > loss_gen: 2.8812990188598633 (2.7839626335666456) | > loss_kl: 1.6918374300003052 (1.7274999824913282) | > loss_feat: 9.330735206604004 (8.264596647070361) | > loss_mel: 14.813912391662598 (13.293723668238911) | > loss_duration: 1.7716424465179443 (1.6916006230568699) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.48942756652832 (27.76138352485282) | > grad_norm_1: tensor(719.3437, device='cuda:0') (tensor(652.7409, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8662 (0.8671312886615133) | > loader_time: 0.01 (0.0105100528214329)  --> TIME: 2025-05-09 20:58:08 -- STEP: 437/725 -- GLOBAL_STEP: 175350 | > loss_disc: 2.1806178092956543 (2.2028083042912954) | > loss_disc_real_0: 0.12592856585979462 (0.13827159458630706) | > loss_disc_real_1: 0.19931471347808838 (0.19350462551793454) | > loss_disc_real_2: 0.19844083487987518 (0.18869435473492277) | > loss_disc_real_3: 0.20244936645030975 (0.20526986847071133) | > loss_disc_real_4: 0.23275057971477509 (0.19741590477918325) | > loss_disc_real_5: 0.187352254986763 (0.20134502004840554) | > loss_0: 2.1806178092956543 (2.2028083042912954) | > grad_norm_0: tensor(36.0225, device='cuda:0') (tensor(31.6190, device='cuda:0')) | > loss_gen: 2.8261559009552 (2.7829564234211994) | > loss_kl: 1.7917866706848145 (1.726379306420036) | > loss_feat: 7.98184061050415 (8.272903995601204) | > loss_mel: 13.240985870361328 (13.30958647040535) | > loss_duration: 1.6689761877059937 (1.691226538040545) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.509746551513672 (27.783052693242613) | > grad_norm_1: tensor(847.6373, device='cuda:0') (tensor(646.2101, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.885 (0.8657500400150396) | > loader_time: 0.0098 (0.010487618653670603)  --> TIME: 2025-05-09 20:58:52 -- STEP: 487/725 -- GLOBAL_STEP: 175400 | > loss_disc: 2.315361976623535 (2.202694562426339) | > loss_disc_real_0: 0.1413634568452835 (0.13804901030212957) | > loss_disc_real_1: 0.23398935794830322 (0.19352460176792957) | > loss_disc_real_2: 0.22460438311100006 (0.1888464761771706) | > loss_disc_real_3: 0.1973232924938202 (0.20511276521232336) | > loss_disc_real_4: 0.1978006511926651 (0.19719991152169034) | > loss_disc_real_5: 0.18935184180736542 (0.2012783114547847) | > loss_0: 2.315361976623535 (2.202694562426339) | > grad_norm_0: tensor(49.8887, device='cuda:0') (tensor(31.5935, device='cuda:0')) | > loss_gen: 2.6341168880462646 (2.782683764150254) | > loss_kl: 1.723429560661316 (1.724670323503091) | > loss_feat: 7.595635890960693 (8.262652405967943) | > loss_mel: 13.056428909301758 (13.306451958062956) | > loss_duration: 1.661794900894165 (1.6915869715277416) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.671405792236328 (27.76804539799935) | > grad_norm_1: tensor(811.2886, device='cuda:0') (tensor(646.6669, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8229 (0.8647382587378031) | > loader_time: 0.0097 (0.010474346012060648)  --> TIME: 2025-05-09 20:59:36 -- STEP: 537/725 -- GLOBAL_STEP: 175450 | > loss_disc: 2.055746078491211 (2.2014513937010682) | > loss_disc_real_0: 0.1318434327840805 (0.13820866989301359) | > loss_disc_real_1: 0.1996113806962967 (0.193530749619784) | > loss_disc_real_2: 0.1971299648284912 (0.1885916744697028) | > loss_disc_real_3: 0.20034393668174744 (0.20504475500108585) | > loss_disc_real_4: 0.20492084324359894 (0.19713553422767133) | > loss_disc_real_5: 0.18231070041656494 (0.20110776876160108) | > loss_0: 2.055746078491211 (2.2014513937010682) | > grad_norm_0: tensor(60.9198, device='cuda:0') (tensor(31.8115, device='cuda:0')) | > loss_gen: 3.07621693611145 (2.7858625688144385) | > loss_kl: 1.4908806085586548 (1.7239029744927887) | > loss_feat: 9.785574913024902 (8.279565505697294) | > loss_mel: 15.29744815826416 (13.327010852664541) | > loss_duration: 1.707382321357727 (1.6918083902177863) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.35750389099121 (27.80815026480392) | > grad_norm_1: tensor(1029.8721, device='cuda:0') (tensor(649.0419, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8579 (0.8646531007365366) | > loader_time: 0.0099 (0.010454415831041959)  --> TIME: 2025-05-09 21:00:19 -- STEP: 587/725 -- GLOBAL_STEP: 175500 | > loss_disc: 2.3888442516326904 (2.2000471751572133) | > loss_disc_real_0: 0.13666559755802155 (0.1378127495794728) | > loss_disc_real_1: 0.21812187135219574 (0.19346404530019123) | > loss_disc_real_2: 0.201370969414711 (0.18833628538012298) | > loss_disc_real_3: 0.21945858001708984 (0.2048350141543952) | > loss_disc_real_4: 0.23321256041526794 (0.19716022710682382) | > loss_disc_real_5: 0.23007583618164062 (0.2012236556466638) | > loss_0: 2.3888442516326904 (2.2000471751572133) | > grad_norm_0: tensor(20.5479, device='cuda:0') (tensor(31.7439, device='cuda:0')) | > loss_gen: 2.543222665786743 (2.7866848920435463) | > loss_kl: 1.7646763324737549 (1.722961375416848) | > loss_feat: 7.0931315422058105 (8.29417585636119) | > loss_mel: 11.832355499267578 (13.3312948168441) | > loss_duration: 1.6653814315795898 (1.691143867713629) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.898765563964844 (27.826260769793677) | > grad_norm_1: tensor(124.5537, device='cuda:0') (tensor(651.1384, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8614 (0.8641093727677197) | > loader_time: 0.0123 (0.010474756182357037)  --> TIME: 2025-05-09 21:01:03 -- STEP: 637/725 -- GLOBAL_STEP: 175550 | > loss_disc: 2.1952898502349854 (2.1995135672986983) | > loss_disc_real_0: 0.14269320666790009 (0.13838362381493846) | > loss_disc_real_1: 0.179218128323555 (0.19335253155399898) | > loss_disc_real_2: 0.1719243824481964 (0.18816342989634863) | > loss_disc_real_3: 0.20743511617183685 (0.20457417151804438) | > loss_disc_real_4: 0.16706489026546478 (0.1971587700596785) | > loss_disc_real_5: 0.21199028193950653 (0.20121657113826835) | > loss_0: 2.1952898502349854 (2.1995135672986983) | > grad_norm_0: tensor(41.3780, device='cuda:0') (tensor(31.6135, device='cuda:0')) | > loss_gen: 2.7683582305908203 (2.7864855660748438) | > loss_kl: 1.7507319450378418 (1.7231770555490225) | > loss_feat: 7.937875747680664 (8.297865161716086) | > loss_mel: 13.592633247375488 (13.341151815381487) | > loss_duration: 1.6660634279251099 (1.690942568157681) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.71566390991211 (27.83962213525217) | > grad_norm_1: tensor(677.6790, device='cuda:0') (tensor(648.6030, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.8288 (0.8632953997871003) | > loader_time: 0.0096 (0.010497037806728018)  --> TIME: 2025-05-09 21:01:46 -- STEP: 687/725 -- GLOBAL_STEP: 175600 | > loss_disc: 2.23665189743042 (2.197415892387236) | > loss_disc_real_0: 0.09775112569332123 (0.1379495893199718) | > loss_disc_real_1: 0.21111144125461578 (0.193291003527079) | > loss_disc_real_2: 0.2033078819513321 (0.18806490499466613) | > loss_disc_real_3: 0.21711617708206177 (0.20434418327162884) | > loss_disc_real_4: 0.18821796774864197 (0.19725355733690308) | > loss_disc_real_5: 0.16257809102535248 (0.20100311017452907) | > loss_0: 2.23665189743042 (2.197415892387236) | > grad_norm_0: tensor(27.2834, device='cuda:0') (tensor(31.5807, device='cuda:0')) | > loss_gen: 2.6828317642211914 (2.7891057915389093) | > loss_kl: 1.6197844743728638 (1.7230825051123049) | > loss_feat: 7.780484199523926 (8.302980166855859) | > loss_mel: 11.804094314575195 (13.347069329396428) | > loss_duration: 1.7111363410949707 (1.6909665188588083) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.598331451416016 (27.85320428295773) | > grad_norm_1: tensor(574.9814, device='cuda:0') (tensor(651.4871, device='cuda:0')) | > current_lr_0: 0.00019559886908444434 | > current_lr_1: 0.00019559886908444434 | > step_time: 0.869 (0.8624543518999258) | > loader_time: 0.0095 (0.010513912989409565)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.507009506225586 (2.507009506225586) | > loss_disc_real_0: 0.20788753032684326 (0.20788753032684326) | > loss_disc_real_1: 0.23495006561279297 (0.23495006561279297) | > loss_disc_real_2: 0.17865923047065735 (0.17865923047065735) | > loss_disc_real_3: 0.25318366289138794 (0.25318366289138794) | > loss_disc_real_4: 0.2616334855556488 (0.2616334855556488) | > loss_disc_real_5: 0.22222678363323212 (0.22222678363323212) | > loss_0: 2.507009506225586 (2.507009506225586) | > loss_gen: 2.389796018600464 (2.389796018600464) | > loss_kl: 2.1413040161132812 (2.1413040161132812) | > loss_feat: 6.669310569763184 (6.669310569763184) | > loss_mel: 10.820425033569336 (10.820425033569336) | > loss_duration: 1.6891260147094727 (1.6891260147094727) | > loss_1: 23.7099609375 (23.7099609375)  --> STEP: 1 | > loss_disc: 2.2780368328094482 (2.2780368328094482) | > loss_disc_real_0: 0.16309332847595215 (0.16309332847595215) | > loss_disc_real_1: 0.22032110393047333 (0.22032110393047333) | > loss_disc_real_2: 0.1595834493637085 (0.1595834493637085) | > loss_disc_real_3: 0.222708597779274 (0.222708597779274) | > loss_disc_real_4: 0.2354723960161209 (0.2354723960161209) | > loss_disc_real_5: 0.21702079474925995 (0.21702079474925995) | > loss_0: 2.2780368328094482 (2.2780368328094482) | > loss_gen: 2.7374236583709717 (2.7374236583709717) | > loss_kl: 1.9955424070358276 (1.9955424070358276) | > loss_feat: 7.5699543952941895 (7.5699543952941895) | > loss_mel: 12.796636581420898 (12.796636581420898) | > loss_duration: 1.7744258642196655 (1.7744258642196655) | > loss_1: 26.873981475830078 (26.873981475830078)  --> STEP: 2 | > loss_disc: 2.2508625984191895 (2.264449715614319) | > loss_disc_real_0: 0.17350956797599792 (0.16830144822597504) | > loss_disc_real_1: 0.23094318807125092 (0.22563214600086212) | > loss_disc_real_2: 0.15253007411956787 (0.15605676174163818) | > loss_disc_real_3: 0.2274402230978012 (0.2250744104385376) | > loss_disc_real_4: 0.24154731631278992 (0.2385098561644554) | > loss_disc_real_5: 0.18553844094276428 (0.20127961784601212) | > loss_0: 2.2508625984191895 (2.264449715614319) | > loss_gen: 2.7185027599334717 (2.7279632091522217) | > loss_kl: 1.9272379875183105 (1.961390197277069) | > loss_feat: 8.479547500610352 (8.02475094795227) | > loss_mel: 14.487150192260742 (13.64189338684082) | > loss_duration: 1.8313831090927124 (1.802904486656189) | > loss_1: 29.44382095336914 (28.15890121459961)  --> STEP: 3 | > loss_disc: 2.248904228210449 (2.259267886479696) | > loss_disc_real_0: 0.1630294919013977 (0.16654412945111594) | > loss_disc_real_1: 0.2335040271282196 (0.22825610637664795) | > loss_disc_real_2: 0.15107117593288422 (0.15439489980538687) | > loss_disc_real_3: 0.23719900846481323 (0.2291159431139628) | > loss_disc_real_4: 0.24970287084579468 (0.24224086105823517) | > loss_disc_real_5: 0.2339167594909668 (0.212158665060997) | > loss_0: 2.248904228210449 (2.259267886479696) | > loss_gen: 2.8881516456604004 (2.7813593546549478) | > loss_kl: 1.9625393152236938 (1.9617732365926106) | > loss_feat: 8.655916213989258 (8.2351393699646) | > loss_mel: 14.425597190856934 (13.903127988179525) | > loss_duration: 1.800610899925232 (1.8021399577458699) | > loss_1: 29.73281478881836 (28.683539072672527)  --> STEP: 4 | > loss_disc: 2.2288589477539062 (2.2516656517982483) | > loss_disc_real_0: 0.11165086925029755 (0.15282081440091133) | > loss_disc_real_1: 0.23741775751113892 (0.2305465191602707) | > loss_disc_real_2: 0.11868457496166229 (0.14546731859445572) | > loss_disc_real_3: 0.22322899103164673 (0.2276442050933838) | > loss_disc_real_4: 0.2528086006641388 (0.24488279595971107) | > loss_disc_real_5: 0.2119194120168686 (0.2120988517999649) | > loss_0: 2.2288589477539062 (2.2516656517982483) | > loss_gen: 2.7079546451568604 (2.763008177280426) | > loss_kl: 1.935236930847168 (1.95513916015625) | > loss_feat: 8.930242538452148 (8.408915162086487) | > loss_mel: 15.247230529785156 (14.239153623580933) | > loss_duration: 1.7387688159942627 (1.7862971723079681) | > loss_1: 30.559432983398438 (29.152512550354004) --> EVAL PERFORMANCE | > avg_loader_time: 0.3172045350074768 (+0.028759300708770752) | > avg_loss_disc: 2.2516656517982483 (-0.062062084674835205) | > avg_loss_disc_real_0: 0.15282081440091133 (+0.04631105624139309) | > avg_loss_disc_real_1: 0.2305465191602707 (+0.04330769181251526) | > avg_loss_disc_real_2: 0.14546731859445572 (-0.10354498401284218) | > avg_loss_disc_real_3: 0.2276442050933838 (-0.006928559392690659) | > avg_loss_disc_real_4: 0.24488279595971107 (+0.01916830986738205) | > avg_loss_disc_real_5: 0.2120988517999649 (-0.012322243303060532) | > avg_loss_0: 2.2516656517982483 (-0.062062084674835205) | > avg_loss_gen: 2.763008177280426 (+0.25136798620224) | > avg_loss_kl: 1.95513916015625 (+0.1583806574344635) | > avg_loss_feat: 8.408915162086487 (+0.5916266441345215) | > avg_loss_mel: 14.239153623580933 (+0.7895410060882568) | > avg_loss_duration: 1.7862971723079681 (-0.011693954467773438) | > avg_loss_1: 29.152512550354004 (+1.7792210578918457)  > EPOCH: 179/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 21:02:26)   --> TIME: 2025-05-09 21:02:39 -- STEP: 12/725 -- GLOBAL_STEP: 175650 | > loss_disc: 2.2385177612304688 (2.167387843132019) | > loss_disc_real_0: 0.13793671131134033 (0.13165269978344443) | > loss_disc_real_1: 0.18198396265506744 (0.1929986091951529) | > loss_disc_real_2: 0.2040247768163681 (0.18576052909096083) | > loss_disc_real_3: 0.21853573620319366 (0.20496195182204247) | > loss_disc_real_4: 0.21130965650081635 (0.194509727259477) | > loss_disc_real_5: 0.17563003301620483 (0.19834941873947778) | > loss_0: 2.2385177612304688 (2.167387843132019) | > grad_norm_0: tensor(25.2959, device='cuda:0') (tensor(35.1424, device='cuda:0')) | > loss_gen: 2.730849504470825 (2.847089250882467) | > loss_kl: 1.6225205659866333 (1.738844096660614) | > loss_feat: 7.464779853820801 (8.569353858629862) | > loss_mel: 12.550030708312988 (13.703767697016398) | > loss_duration: 1.7282394170761108 (1.6923108100891113) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.096420288085938 (28.551366011301678) | > grad_norm_1: tensor(619.4068, device='cuda:0') (tensor(719.7380, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8651 (0.8561593294143677) | > loader_time: 0.0154 (0.011711796124776205)  --> TIME: 2025-05-09 21:03:24 -- STEP: 62/725 -- GLOBAL_STEP: 175700 | > loss_disc: 2.1693270206451416 (2.1911769932316187) | > loss_disc_real_0: 0.1330651491880417 (0.14058584563674464) | > loss_disc_real_1: 0.22145585715770721 (0.19364257325087825) | > loss_disc_real_2: 0.23967087268829346 (0.18789535688777123) | > loss_disc_real_3: 0.2451772838830948 (0.20327582618882578) | > loss_disc_real_4: 0.19449928402900696 (0.19547745729646376) | > loss_disc_real_5: 0.20395071804523468 (0.1977886845988612) | > loss_0: 2.1693270206451416 (2.1911769932316187) | > grad_norm_0: tensor(32.4487, device='cuda:0') (tensor(31.3792, device='cuda:0')) | > loss_gen: 2.9039957523345947 (2.8110392632022982) | > loss_kl: 1.7549701929092407 (1.7722755459047133) | > loss_feat: 8.050085067749023 (8.412432909011844) | > loss_mel: 12.881423950195312 (13.390120321704496) | > loss_duration: 1.7265675067901611 (1.6844947741877647) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.31704330444336 (28.070362767865582) | > grad_norm_1: tensor(763.5225, device='cuda:0') (tensor(645.0912, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8558 (0.8797545894499748) | > loader_time: 0.0108 (0.011258948233819777)  --> TIME: 2025-05-09 21:04:08 -- STEP: 112/725 -- GLOBAL_STEP: 175750 | > loss_disc: 2.166560649871826 (2.189099157495157) | > loss_disc_real_0: 0.1409805417060852 (0.13841686211526397) | > loss_disc_real_1: 0.21043260395526886 (0.1920183885044285) | > loss_disc_real_2: 0.19474391639232635 (0.18746660702994894) | > loss_disc_real_3: 0.19053220748901367 (0.2028914847012077) | > loss_disc_real_4: 0.15311579406261444 (0.19662776735744306) | > loss_disc_real_5: 0.19429320096969604 (0.20053404995373317) | > loss_0: 2.166560649871826 (2.189099157495157) | > grad_norm_0: tensor(15.8116, device='cuda:0') (tensor(31.9161, device='cuda:0')) | > loss_gen: 2.8687381744384766 (2.818258592060635) | > loss_kl: 1.6656025648117065 (1.7596088126301765) | > loss_feat: 8.562264442443848 (8.445680673633307) | > loss_mel: 14.106616973876953 (13.530444596494947) | > loss_duration: 1.696320652961731 (1.6903177936162268) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.89954376220703 (28.24431037902832) | > grad_norm_1: tensor(636.5997, device='cuda:0') (tensor(660.7050, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8359 (0.8766263127326965) | > loader_time: 0.0104 (0.010899030736514501)  --> TIME: 2025-05-09 21:04:52 -- STEP: 162/725 -- GLOBAL_STEP: 175800 | > loss_disc: 2.2214250564575195 (2.1881790823406635) | > loss_disc_real_0: 0.11580950021743774 (0.13772299481026917) | > loss_disc_real_1: 0.20143212378025055 (0.1914090566613056) | > loss_disc_real_2: 0.20480403304100037 (0.18740478976641173) | > loss_disc_real_3: 0.19631469249725342 (0.2030621217908683) | > loss_disc_real_4: 0.19947409629821777 (0.1974529566956155) | > loss_disc_real_5: 0.19791291654109955 (0.20008220845534477) | > loss_0: 2.2214250564575195 (2.1881790823406635) | > grad_norm_0: tensor(21.8534, device='cuda:0') (tensor(32.2114, device='cuda:0')) | > loss_gen: 2.653143882751465 (2.8117420158268494) | > loss_kl: 1.8695597648620605 (1.7585414618621638) | > loss_feat: 7.70640230178833 (8.456049766069581) | > loss_mel: 13.1334228515625 (13.508854701195235) | > loss_duration: 1.650933027267456 (1.6900966962178552) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.01346206665039 (28.22528451754723) | > grad_norm_1: tensor(302.0201, device='cuda:0') (tensor(664.8115, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8534 (0.8742655957186664) | > loader_time: 0.0118 (0.011047837174968956)  --> TIME: 2025-05-09 21:05:37 -- STEP: 212/725 -- GLOBAL_STEP: 175850 | > loss_disc: 2.3788440227508545 (2.189891891097123) | > loss_disc_real_0: 0.28907930850982666 (0.13912761067303847) | > loss_disc_real_1: 0.18869374692440033 (0.19176122728946074) | > loss_disc_real_2: 0.21751652657985687 (0.18744836318886504) | > loss_disc_real_3: 0.196509450674057 (0.2030606526389437) | > loss_disc_real_4: 0.23518554866313934 (0.19748560964780035) | > loss_disc_real_5: 0.21927762031555176 (0.20084016327306908) | > loss_0: 2.3788440227508545 (2.189891891097123) | > grad_norm_0: tensor(53.2714, device='cuda:0') (tensor(32.0715, device='cuda:0')) | > loss_gen: 2.7946977615356445 (2.8076371708006227) | > loss_kl: 1.6610431671142578 (1.7578445296242553) | > loss_feat: 7.452206611633301 (8.443482261783679) | > loss_mel: 12.049777030944824 (13.49675546052321) | > loss_duration: 1.6881824731826782 (1.690299766243629) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.64590835571289 (28.196019100693036) | > grad_norm_1: tensor(738.1265, device='cuda:0') (tensor(673.1965, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8602 (0.8731713497413779) | > loader_time: 0.0101 (0.011028569824290721)  --> TIME: 2025-05-09 21:06:20 -- STEP: 262/725 -- GLOBAL_STEP: 175900 | > loss_disc: 2.131777048110962 (2.1953192571647295) | > loss_disc_real_0: 0.12564043700695038 (0.13981769356222554) | > loss_disc_real_1: 0.18172858655452728 (0.19239682016026882) | > loss_disc_real_2: 0.2138889878988266 (0.18805029538979057) | > loss_disc_real_3: 0.21354511380195618 (0.2033597756433123) | > loss_disc_real_4: 0.19126620888710022 (0.19765848325181554) | > loss_disc_real_5: 0.21759973466396332 (0.20129386739421437) | > loss_0: 2.131777048110962 (2.1953192571647295) | > grad_norm_0: tensor(32.5706, device='cuda:0') (tensor(31.3833, device='cuda:0')) | > loss_gen: 2.8484036922454834 (2.7984663393661267) | > loss_kl: 1.8036184310913086 (1.7541806238298199) | > loss_feat: 9.04261589050293 (8.392873551099356) | > loss_mel: 14.717968940734863 (13.443210059449873) | > loss_duration: 1.6820290088653564 (1.691992467596331) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.094636917114258 (28.08072302723659) | > grad_norm_1: tensor(955.7276, device='cuda:0') (tensor(653.9280, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8995 (0.8703450892717783) | > loader_time: 0.0114 (0.010882961841029971)  --> TIME: 2025-05-09 21:07:05 -- STEP: 312/725 -- GLOBAL_STEP: 175950 | > loss_disc: 2.181574583053589 (2.1915893543225065) | > loss_disc_real_0: 0.1178760901093483 (0.13928505283995316) | > loss_disc_real_1: 0.20477275550365448 (0.1918472748440809) | > loss_disc_real_2: 0.2057676762342453 (0.18797502170006433) | > loss_disc_real_3: 0.23650488257408142 (0.2031960884252421) | > loss_disc_real_4: 0.2238476276397705 (0.19746759681938547) | > loss_disc_real_5: 0.21202878654003143 (0.2010689598436539) | > loss_0: 2.181574583053589 (2.1915893543225065) | > grad_norm_0: tensor(15.5540, device='cuda:0') (tensor(31.2190, device='cuda:0')) | > loss_gen: 2.778160572052002 (2.8001581002504397) | > loss_kl: 1.6943299770355225 (1.7515795972102728) | > loss_feat: 8.498607635498047 (8.384021522142953) | > loss_mel: 13.749263763427734 (13.429442928387566) | > loss_duration: 1.674615740776062 (1.6913123428821564) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.394977569580078 (28.05651449545837) | > grad_norm_1: tensor(185.3945, device='cuda:0') (tensor(653.2080, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.853 (0.8709453390194821) | > loader_time: 0.0102 (0.010865446084584951)  --> TIME: 2025-05-09 21:07:50 -- STEP: 362/725 -- GLOBAL_STEP: 176000 | > loss_disc: 2.2851130962371826 (2.1958771272258857) | > loss_disc_real_0: 0.20497265458106995 (0.14113844134613293) | > loss_disc_real_1: 0.20730401575565338 (0.1919414155308712) | > loss_disc_real_2: 0.18740618228912354 (0.18786125700118142) | > loss_disc_real_3: 0.21466679871082306 (0.20338316986244695) | > loss_disc_real_4: 0.21426627039909363 (0.19746483442533083) | > loss_disc_real_5: 0.21593020856380463 (0.20109879867641967) | > loss_0: 2.2851130962371826 (2.1958771272258857) | > grad_norm_0: tensor(35.6598, device='cuda:0') (tensor(31.6966, device='cuda:0')) | > loss_gen: 2.6757726669311523 (2.800533860427897) | > loss_kl: 1.7628117799758911 (1.7508080588519903) | > loss_feat: 7.575810432434082 (8.360916809482468) | > loss_mel: 12.48258113861084 (13.398633127054454) | > loss_duration: 1.6513720750808716 (1.6902150682981503) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.148347854614258 (28.00110691555298) | > grad_norm_1: tensor(644.4243, device='cuda:0') (tensor(649.2535, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8598 (0.8722152413584252) | > loader_time: 0.0108 (0.010811755670368342) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_176000.pth  --> TIME: 2025-05-09 21:08:35 -- STEP: 412/725 -- GLOBAL_STEP: 176050 | > loss_disc: 2.2927916049957275 (2.1950002960788377) | > loss_disc_real_0: 0.1489064246416092 (0.14031467476443746) | > loss_disc_real_1: 0.17480197548866272 (0.1920518122107079) | > loss_disc_real_2: 0.19002586603164673 (0.18771902110102115) | > loss_disc_real_3: 0.19951634109020233 (0.20328901140290564) | > loss_disc_real_4: 0.20040205121040344 (0.19731640815734863) | > loss_disc_real_5: 0.20715227723121643 (0.20102765707715045) | > loss_0: 2.2927916049957275 (2.1950002960788377) | > grad_norm_0: tensor(9.7771, device='cuda:0') (tensor(31.3445, device='cuda:0')) | > loss_gen: 2.4726109504699707 (2.80108472675953) | > loss_kl: 1.6937909126281738 (1.7502906707305352) | > loss_feat: 6.838496685028076 (8.366732706144019) | > loss_mel: 11.458882331848145 (13.403834937845616) | > loss_duration: 1.6927605867385864 (1.690336300042069) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.156539916992188 (28.01227930217114) | > grad_norm_1: tensor(238.8064, device='cuda:0') (tensor(647.2324, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8469 (0.8697760857424691) | > loader_time: 0.0123 (0.010744161397508048)  --> TIME: 2025-05-09 21:09:18 -- STEP: 462/725 -- GLOBAL_STEP: 176100 | > loss_disc: 2.1310970783233643 (2.195855722798928) | > loss_disc_real_0: 0.1010814756155014 (0.14001725052858313) | > loss_disc_real_1: 0.18510660529136658 (0.19213238590723503) | > loss_disc_real_2: 0.19629669189453125 (0.1880157576688441) | > loss_disc_real_3: 0.20848560333251953 (0.2035941300325064) | > loss_disc_real_4: 0.1814190298318863 (0.19720234099404638) | > loss_disc_real_5: 0.1566060185432434 (0.2014148472384973) | > loss_0: 2.1310970783233643 (2.195855722798928) | > grad_norm_0: tensor(27.3015, device='cuda:0') (tensor(31.3200, device='cuda:0')) | > loss_gen: 2.8918726444244385 (2.8000177877805954) | > loss_kl: 1.7825825214385986 (1.7468948983526849) | > loss_feat: 8.990702629089355 (8.371381102186263) | > loss_mel: 14.732809066772461 (13.424652789062234) | > loss_duration: 1.704052209854126 (1.6900870325245383) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.102018356323242 (28.03303356913778) | > grad_norm_1: tensor(770.0735, device='cuda:0') (tensor(649.7790, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.7864 (0.866984915423703) | > loader_time: 0.0098 (0.010655863976581787)  --> TIME: 2025-05-09 21:10:01 -- STEP: 512/725 -- GLOBAL_STEP: 176150 | > loss_disc: 2.2345151901245117 (2.1966907018795596) | > loss_disc_real_0: 0.10626988112926483 (0.1396014747151638) | > loss_disc_real_1: 0.1909351795911789 (0.19214884008397343) | > loss_disc_real_2: 0.18083198368549347 (0.18801606987835845) | > loss_disc_real_3: 0.19381076097488403 (0.20367478404659783) | > loss_disc_real_4: 0.1833232194185257 (0.19738428454729728) | > loss_disc_real_5: 0.2041252851486206 (0.2016522148041986) | > loss_0: 2.2345151901245117 (2.1966907018795596) | > grad_norm_0: tensor(16.8394, device='cuda:0') (tensor(31.0398, device='cuda:0')) | > loss_gen: 2.6242990493774414 (2.796782822813838) | > loss_kl: 1.8159422874450684 (1.7464526321273297) | > loss_feat: 7.774487495422363 (8.357609171420343) | > loss_mel: 12.525433540344238 (13.41404786147177) | > loss_duration: 1.6445826292037964 (1.690383082255721) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.38474464416504 (28.00527554005385) | > grad_norm_1: tensor(509.3844, device='cuda:0') (tensor(653.2932, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8494 (0.8648285372182728) | > loader_time: 0.01 (0.010587553028017282)  --> TIME: 2025-05-09 21:10:44 -- STEP: 562/725 -- GLOBAL_STEP: 176200 | > loss_disc: 2.3516368865966797 (2.197947036541228) | > loss_disc_real_0: 0.1543644815683365 (0.13934271057464462) | > loss_disc_real_1: 0.215332493185997 (0.1922036165709597) | > loss_disc_real_2: 0.19570176303386688 (0.18813299342618722) | > loss_disc_real_3: 0.23758478462696075 (0.20385695018165903) | > loss_disc_real_4: 0.18451601266860962 (0.19752969433722542) | > loss_disc_real_5: 0.2055671066045761 (0.2016196931278154) | > loss_0: 2.3516368865966797 (2.197947036541228) | > grad_norm_0: tensor(37.2609, device='cuda:0') (tensor(31.1207, device='cuda:0')) | > loss_gen: 2.622156858444214 (2.798286140177172) | > loss_kl: 1.4781839847564697 (1.7480356339033813) | > loss_feat: 6.538804054260254 (8.349586042220912) | > loss_mel: 11.520872116088867 (13.412018830241678) | > loss_duration: 1.6487181186676025 (1.6899865329053478) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.808734893798828 (27.997913153570327) | > grad_norm_1: tensor(493.4855, device='cuda:0') (tensor(650.1208, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8908 (0.8630651676782088) | > loader_time: 0.0099 (0.010521403835337355)  --> TIME: 2025-05-09 21:11:27 -- STEP: 612/725 -- GLOBAL_STEP: 176250 | > loss_disc: 2.0477304458618164 (2.1972221960039686) | > loss_disc_real_0: 0.16260556876659393 (0.13883582642606254) | > loss_disc_real_1: 0.1739305853843689 (0.1921921320795233) | > loss_disc_real_2: 0.17060603201389313 (0.1882181250386768) | > loss_disc_real_3: 0.19018976390361786 (0.2038332678231539) | > loss_disc_real_4: 0.1777026355266571 (0.19759733259093526) | > loss_disc_real_5: 0.2087215930223465 (0.20170732908973507) | > loss_0: 2.0477304458618164 (2.1972221960039686) | > grad_norm_0: tensor(46.5821, device='cuda:0') (tensor(31.2028, device='cuda:0')) | > loss_gen: 2.995818614959717 (2.798342439084269) | > loss_kl: 1.695763349533081 (1.7467959081035818) | > loss_feat: 8.8245267868042 (8.350155291993637) | > loss_mel: 13.971822738647461 (13.404274600783198) | > loss_duration: 1.616827368736267 (1.6892500062004416) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.104759216308594 (27.988818212272307) | > grad_norm_1: tensor(805.3951, device='cuda:0') (tensor(652.9827, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8181 (0.8619354234801401) | > loader_time: 0.0088 (0.010463148939843268)  --> TIME: 2025-05-09 21:12:11 -- STEP: 662/725 -- GLOBAL_STEP: 176300 | > loss_disc: 2.1503868103027344 (2.1983875250528224) | > loss_disc_real_0: 0.12090495973825455 (0.13900694942096195) | > loss_disc_real_1: 0.20243164896965027 (0.19225204047209543) | > loss_disc_real_2: 0.17368517816066742 (0.18806593761613363) | > loss_disc_real_3: 0.19768919050693512 (0.20393327614602005) | > loss_disc_real_4: 0.21365106105804443 (0.1976967657665831) | > loss_disc_real_5: 0.22567926347255707 (0.2019478639312021) | > loss_0: 2.1503868103027344 (2.1983875250528224) | > grad_norm_0: tensor(24.9421, device='cuda:0') (tensor(31.3206, device='cuda:0')) | > loss_gen: 2.79842472076416 (2.796448351393292) | > loss_kl: 1.6968159675598145 (1.7465265668771062) | > loss_feat: 8.930278778076172 (8.341632832933414) | > loss_mel: 14.509125709533691 (13.383883722599174) | > loss_duration: 1.7030051946640015 (1.6896249412409852) | > amp_scaler: 256.0 (133.60725075528703) | > loss_1: 29.63764762878418 (27.958116384431325) | > grad_norm_1: tensor(934.9811, device='cuda:0') (tensor(656.6399, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8596 (0.861135560220102) | > loader_time: 0.0114 (0.01042963983069013)  --> TIME: 2025-05-09 21:12:54 -- STEP: 712/725 -- GLOBAL_STEP: 176350 | > loss_disc: 2.2687292098999023 (2.199140504672285) | > loss_disc_real_0: 0.12802952527999878 (0.13904146454558597) | > loss_disc_real_1: 0.1985229104757309 (0.19233120544656604) | > loss_disc_real_2: 0.18574382364749908 (0.18810035688070104) | > loss_disc_real_3: 0.21594364941120148 (0.20401290766476246) | > loss_disc_real_4: 0.1896522045135498 (0.19775319168490632) | > loss_disc_real_5: 0.21607282757759094 (0.20190228959231565) | > loss_0: 2.2687292098999023 (2.199140504672285) | > grad_norm_0: tensor(15.4068, device='cuda:0') (tensor(31.2788, device='cuda:0')) | > loss_gen: 2.633082151412964 (2.7933092545927214) | > loss_kl: 1.793308973312378 (1.744193913561575) | > loss_feat: 7.834307670593262 (8.331841942299619) | > loss_mel: 13.196685791015625 (13.371256311288036) | > loss_duration: 1.6643134355545044 (1.6893034078431937) | > amp_scaler: 256.0 (142.20224719101125) | > loss_1: 27.1216983795166 (27.929904787727967) | > grad_norm_1: tensor(579.8926, device='cuda:0') (tensor(659.3507, device='cuda:0')) | > current_lr_0: 0.00019557441922580878 | > current_lr_1: 0.00019557441922580878 | > step_time: 0.8391 (0.8601738023623993) | > loader_time: 0.0104 (0.010424776023693292)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.259638786315918 (2.259638786315918) | > loss_disc_real_0: 0.18698997795581818 (0.18698997795581818) | > loss_disc_real_1: 0.15989051759243011 (0.15989051759243011) | > loss_disc_real_2: 0.18461696803569794 (0.18461696803569794) | > loss_disc_real_3: 0.2202562689781189 (0.2202562689781189) | > loss_disc_real_4: 0.21884362399578094 (0.21884362399578094) | > loss_disc_real_5: 0.21946978569030762 (0.21946978569030762) | > loss_0: 2.259638786315918 (2.259638786315918) | > loss_gen: 2.5382449626922607 (2.5382449626922607) | > loss_kl: 2.1423397064208984 (2.1423397064208984) | > loss_feat: 7.483538627624512 (7.483538627624512) | > loss_mel: 13.173629760742188 (13.173629760742188) | > loss_duration: 1.6724421977996826 (1.6724421977996826) | > loss_1: 27.01019287109375 (27.01019287109375)  --> STEP: 1 | > loss_disc: 2.220247268676758 (2.220247268676758) | > loss_disc_real_0: 0.16354645788669586 (0.16354645788669586) | > loss_disc_real_1: 0.14616183936595917 (0.14616183936595917) | > loss_disc_real_2: 0.18720750510692596 (0.18720750510692596) | > loss_disc_real_3: 0.19375871121883392 (0.19375871121883392) | > loss_disc_real_4: 0.21785353124141693 (0.21785353124141693) | > loss_disc_real_5: 0.23415233194828033 (0.23415233194828033) | > loss_0: 2.220247268676758 (2.220247268676758) | > loss_gen: 2.5679943561553955 (2.5679943561553955) | > loss_kl: 2.0911335945129395 (2.0911335945129395) | > loss_feat: 7.349562168121338 (7.349562168121338) | > loss_mel: 13.486464500427246 (13.486464500427246) | > loss_duration: 1.7897422313690186 (1.7897422313690186) | > loss_1: 27.284896850585938 (27.284896850585938)  --> STEP: 2 | > loss_disc: 2.212629795074463 (2.2164385318756104) | > loss_disc_real_0: 0.1779879778623581 (0.17076721787452698) | > loss_disc_real_1: 0.146659255027771 (0.14641054719686508) | > loss_disc_real_2: 0.18073247373104095 (0.18396998941898346) | > loss_disc_real_3: 0.1975952833890915 (0.1956769973039627) | > loss_disc_real_4: 0.20107103884220123 (0.20946228504180908) | > loss_disc_real_5: 0.22352337837219238 (0.22883785516023636) | > loss_0: 2.212629795074463 (2.2164385318756104) | > loss_gen: 2.468935966491699 (2.5184651613235474) | > loss_kl: 2.1048295497894287 (2.097981572151184) | > loss_feat: 7.359151840209961 (7.354357004165649) | > loss_mel: 13.435519218444824 (13.460991859436035) | > loss_duration: 1.8331379890441895 (1.811440110206604) | > loss_1: 27.201576232910156 (27.243236541748047)  --> STEP: 3 | > loss_disc: 2.2736902236938477 (2.235522429148356) | > loss_disc_real_0: 0.1754230111837387 (0.17231914897759756) | > loss_disc_real_1: 0.1575717180967331 (0.15013093749682108) | > loss_disc_real_2: 0.1873881220817566 (0.18510936697324118) | > loss_disc_real_3: 0.18653009831905365 (0.1926280309756597) | > loss_disc_real_4: 0.2207317054271698 (0.21321875850359598) | > loss_disc_real_5: 0.19945980608463287 (0.2190451721350352) | > loss_0: 2.2736902236938477 (2.235522429148356) | > loss_gen: 2.3976330757141113 (2.4781877994537354) | > loss_kl: 1.8585079908370972 (2.0181570450464883) | > loss_feat: 7.285600185394287 (7.331438064575195) | > loss_mel: 13.082152366638184 (13.334712028503418) | > loss_duration: 1.8186193704605103 (1.813833196957906) | > loss_1: 26.44251251220703 (26.976328531901043)  --> STEP: 4 | > loss_disc: 2.2134790420532227 (2.2300115823745728) | > loss_disc_real_0: 0.1406693011522293 (0.1644066870212555) | > loss_disc_real_1: 0.16873227059841156 (0.1547812707722187) | > loss_disc_real_2: 0.1795233190059662 (0.18371285498142242) | > loss_disc_real_3: 0.2046913355588913 (0.1956438571214676) | > loss_disc_real_4: 0.2330615222454071 (0.21817944943904877) | > loss_disc_real_5: 0.23790934681892395 (0.22376121580600739) | > loss_0: 2.2134790420532227 (2.2300115823745728) | > loss_gen: 2.505434989929199 (2.4849995970726013) | > loss_kl: 1.8267533779144287 (1.9703061282634735) | > loss_feat: 7.764674186706543 (7.439747095108032) | > loss_mel: 14.344143867492676 (13.587069988250732) | > loss_duration: 1.7586016654968262 (1.800025314092636) | > loss_1: 28.199607849121094 (27.282148361206055) --> EVAL PERFORMANCE | > avg_loader_time: 0.2917858958244324 (-0.025418639183044434) | > avg_loss_disc: 2.2300115823745728 (-0.021654069423675537) | > avg_loss_disc_real_0: 0.1644066870212555 (+0.011585872620344162) | > avg_loss_disc_real_1: 0.1547812707722187 (-0.07576524838805199) | > avg_loss_disc_real_2: 0.18371285498142242 (+0.038245536386966705) | > avg_loss_disc_real_3: 0.1956438571214676 (-0.0320003479719162) | > avg_loss_disc_real_4: 0.21817944943904877 (-0.026703346520662308) | > avg_loss_disc_real_5: 0.22376121580600739 (+0.01166236400604248) | > avg_loss_0: 2.2300115823745728 (-0.021654069423675537) | > avg_loss_gen: 2.4849995970726013 (-0.2780085802078247) | > avg_loss_kl: 1.9703061282634735 (+0.01516696810722351) | > avg_loss_feat: 7.439747095108032 (-0.9691680669784546) | > avg_loss_mel: 13.587069988250732 (-0.6520836353302002) | > avg_loss_duration: 1.800025314092636 (+0.013728141784667969) | > avg_loss_1: 27.282148361206055 (-1.8703641891479492)  > EPOCH: 180/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 21:13:11)   --> TIME: 2025-05-09 21:13:45 -- STEP: 37/725 -- GLOBAL_STEP: 176400 | > loss_disc: 2.0261833667755127 (2.220903899218585) | > loss_disc_real_0: 0.11038333177566528 (0.13981029048964783) | > loss_disc_real_1: 0.16393788158893585 (0.19459553505923297) | > loss_disc_real_2: 0.15776804089546204 (0.19039875711943652) | > loss_disc_real_3: 0.17311438918113708 (0.2071535498709292) | > loss_disc_real_4: 0.1743888258934021 (0.19939992234513565) | > loss_disc_real_5: 0.16343843936920166 (0.20582212024443858) | > loss_0: 2.0261833667755127 (2.220903899218585) | > grad_norm_0: tensor(20.9207, device='cuda:0') (tensor(33.6292, device='cuda:0')) | > loss_gen: 3.01540470123291 (2.766529972488816) | > loss_kl: 1.8918755054473877 (1.7504210021044757) | > loss_feat: 9.85293960571289 (8.273033541602054) | > loss_mel: 14.566312789916992 (13.50216463449839) | > loss_duration: 1.6816110610961914 (1.6870732371871535) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.008140563964844 (27.979222426543366) | > grad_norm_1: tensor(785.4642, device='cuda:0') (tensor(709.0857, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8523 (0.8467093029537717) | > loader_time: 0.0099 (0.009953324859206742)  --> TIME: 2025-05-09 21:14:28 -- STEP: 87/725 -- GLOBAL_STEP: 176450 | > loss_disc: 2.2074155807495117 (2.2151798407236734) | > loss_disc_real_0: 0.14218401908874512 (0.1384929911843661) | > loss_disc_real_1: 0.2263416349887848 (0.19432490361833024) | > loss_disc_real_2: 0.19720666110515594 (0.19174835445552035) | > loss_disc_real_3: 0.19980034232139587 (0.20535764166678505) | > loss_disc_real_4: 0.2185932993888855 (0.1991641817764304) | > loss_disc_real_5: 0.21810200810432434 (0.20296184358925656) | > loss_0: 2.2074155807495117 (2.2151798407236734) | > grad_norm_0: tensor(24.9909, device='cuda:0') (tensor(32.2965, device='cuda:0')) | > loss_gen: 2.882715940475464 (2.792263527026122) | > loss_kl: 1.8014187812805176 (1.7332034097320732) | > loss_feat: 8.254281997680664 (8.334373545372618) | > loss_mel: 14.733623504638672 (13.471724060760147) | > loss_duration: 1.670514464378357 (1.6888755464005747) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.342554092407227 (28.02044026605014) | > grad_norm_1: tensor(813.0633, device='cuda:0') (tensor(702.2751, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8222 (0.8449720020951897) | > loader_time: 0.0109 (0.010033815756611442)  --> TIME: 2025-05-09 21:15:11 -- STEP: 137/725 -- GLOBAL_STEP: 176500 | > loss_disc: 2.308615207672119 (2.2172579573888846) | > loss_disc_real_0: 0.14784063398838043 (0.14009080223575984) | > loss_disc_real_1: 0.2125626653432846 (0.19464344373584663) | > loss_disc_real_2: 0.20846214890480042 (0.19311744203097628) | > loss_disc_real_3: 0.2370038628578186 (0.20412330329418182) | > loss_disc_real_4: 0.2257397472858429 (0.19865502689006556) | > loss_disc_real_5: 0.23315446078777313 (0.20090877389820821) | > loss_0: 2.308615207672119 (2.2172579573888846) | > grad_norm_0: tensor(23.9505, device='cuda:0') (tensor(33.0996, device='cuda:0')) | > loss_gen: 2.731078624725342 (2.7931398544868413) | > loss_kl: 1.6004451513290405 (1.7189913579147227) | > loss_feat: 7.722757816314697 (8.296501660869065) | > loss_mel: 12.269495964050293 (13.42243056053663) | > loss_duration: 1.6639492511749268 (1.6899554242182826) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.987728118896484 (27.921018990286946) | > grad_norm_1: tensor(193.2347, device='cuda:0') (tensor(680.6534, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8067 (0.8437919390462612) | > loader_time: 0.009 (0.009911267426762268)  --> TIME: 2025-05-09 21:15:53 -- STEP: 187/725 -- GLOBAL_STEP: 176550 | > loss_disc: 2.278839111328125 (2.21718782154634) | > loss_disc_real_0: 0.17074646055698395 (0.14026352113740315) | > loss_disc_real_1: 0.16966521739959717 (0.1939863126705037) | > loss_disc_real_2: 0.18283985555171967 (0.19194767620155517) | > loss_disc_real_3: 0.20491965115070343 (0.20413784555254127) | > loss_disc_real_4: 0.16723762452602386 (0.1984481358113774) | > loss_disc_real_5: 0.21995411813259125 (0.20314958356918494) | > loss_0: 2.278839111328125 (2.21718782154634) | > grad_norm_0: tensor(37.9149, device='cuda:0') (tensor(30.7257, device='cuda:0')) | > loss_gen: 2.7418863773345947 (2.7768428810140042) | > loss_kl: 1.774261474609375 (1.7243962549270793) | > loss_feat: 8.539139747619629 (8.285517904210222) | > loss_mel: 13.386096954345703 (13.397662499371696) | > loss_duration: 1.704711675643921 (1.691416194094694) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.146095275878906 (27.875835806290734) | > grad_norm_1: tensor(707.0660, device='cuda:0') (tensor(650.4815, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8402 (0.842808455706918) | > loader_time: 0.0099 (0.009869816468998703)  --> TIME: 2025-05-09 21:16:37 -- STEP: 237/725 -- GLOBAL_STEP: 176600 | > loss_disc: 2.143911600112915 (2.216191188192569) | > loss_disc_real_0: 0.10123805701732635 (0.13978471132270381) | > loss_disc_real_1: 0.22092188894748688 (0.19412847171352884) | > loss_disc_real_2: 0.19440102577209473 (0.19096634980243973) | > loss_disc_real_3: 0.25114044547080994 (0.204244833455307) | > loss_disc_real_4: 0.20274394750595093 (0.1988110305890756) | > loss_disc_real_5: 0.2244178205728531 (0.20370001330154353) | > loss_0: 2.143911600112915 (2.216191188192569) | > grad_norm_0: tensor(26.6240, device='cuda:0') (tensor(30.3497, device='cuda:0')) | > loss_gen: 2.957796096801758 (2.776177045162218) | > loss_kl: 1.835556983947754 (1.7248005177904282) | > loss_feat: 8.885601997375488 (8.279584872571728) | > loss_mel: 14.040977478027344 (13.354343329803854) | > loss_duration: 1.666910171508789 (1.691083143029032) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.386842727661133 (27.825988874153747) | > grad_norm_1: tensor(827.4318, device='cuda:0') (tensor(650.1024, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8204 (0.8469319564883722) | > loader_time: 0.0094 (0.009834771417867275)  --> TIME: 2025-05-09 21:17:20 -- STEP: 287/725 -- GLOBAL_STEP: 176650 | > loss_disc: 2.2931313514709473 (2.218905728037764) | > loss_disc_real_0: 0.1197342649102211 (0.14036988765520492) | > loss_disc_real_1: 0.215162992477417 (0.1938293031076105) | > loss_disc_real_2: 0.1978393793106079 (0.1912606590612425) | > loss_disc_real_3: 0.18169830739498138 (0.20459622409493253) | > loss_disc_real_4: 0.21724580228328705 (0.19882859616744816) | > loss_disc_real_5: 0.21937091648578644 (0.20397350410135778) | > loss_0: 2.2931313514709473 (2.218905728037764) | > grad_norm_0: tensor(23.6754, device='cuda:0') (tensor(30.7014, device='cuda:0')) | > loss_gen: 2.603541612625122 (2.7722219000294657) | > loss_kl: 1.660895824432373 (1.7248193877083915) | > loss_feat: 6.675415992736816 (8.264544644837597) | > loss_mel: 10.995782852172852 (13.32333602639441) | > loss_duration: 1.7176640033721924 (1.6912654933198406) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.653301239013672 (27.776187404938277) | > grad_norm_1: tensor(732.5632, device='cuda:0') (tensor(645.1301, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8062 (0.8467972735494689) | > loader_time: 0.0096 (0.009881337760632871)  --> TIME: 2025-05-09 21:18:03 -- STEP: 337/725 -- GLOBAL_STEP: 176700 | > loss_disc: 2.141850471496582 (2.214544686082563) | > loss_disc_real_0: 0.08539444953203201 (0.13925823790383263) | > loss_disc_real_1: 0.18917492032051086 (0.193471929926193) | > loss_disc_real_2: 0.18846304714679718 (0.19057095656585982) | > loss_disc_real_3: 0.2139691263437271 (0.2049040204074334) | > loss_disc_real_4: 0.1680174022912979 (0.19903119960772186) | > loss_disc_real_5: 0.2121676504611969 (0.20367490378614703) | > loss_0: 2.141850471496582 (2.214544686082563) | > grad_norm_0: tensor(13.5899, device='cuda:0') (tensor(30.5085, device='cuda:0')) | > loss_gen: 2.8245413303375244 (2.7770910156940496) | > loss_kl: 1.8246312141418457 (1.7223800332326917) | > loss_feat: 8.680967330932617 (8.27294079698512) | > loss_mel: 14.191681861877441 (13.331579451744917) | > loss_duration: 1.6593059301376343 (1.690210752388137) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.181127548217773 (27.7942020008755) | > grad_norm_1: tensor(584.1111, device='cuda:0') (tensor(649.9109, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8725 (0.8471441176949341) | > loader_time: 0.0099 (0.009842910823199444)  --> TIME: 2025-05-09 21:18:47 -- STEP: 387/725 -- GLOBAL_STEP: 176750 | > loss_disc: 2.2432761192321777 (2.212421075010176) | > loss_disc_real_0: 0.17363764345645905 (0.14005385705050877) | > loss_disc_real_1: 0.20390787720680237 (0.1931769741983068) | > loss_disc_real_2: 0.19049979746341705 (0.19020577267928954) | > loss_disc_real_3: 0.25564396381378174 (0.20486322846215524) | > loss_disc_real_4: 0.22612030804157257 (0.19874882501687197) | > loss_disc_real_5: 0.2550576627254486 (0.2031668595950425) | > loss_0: 2.2432761192321777 (2.212421075010176) | > grad_norm_0: tensor(40.4654, device='cuda:0') (tensor(31.4269, device='cuda:0')) | > loss_gen: 2.8442001342773438 (2.7843327171118686) | > loss_kl: 1.5270768404006958 (1.722100004977342) | > loss_feat: 7.757784843444824 (8.281467575743532) | > loss_mel: 12.65146255493164 (13.328546551154874) | > loss_duration: 1.7686808109283447 (1.6899352058267723) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.549205780029297 (27.806382033868047) | > grad_norm_1: tensor(797.2779, device='cuda:0') (tensor(649.5507, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8477 (0.8476888973275514) | > loader_time: 0.0099 (0.009839436188532707)  --> TIME: 2025-05-09 21:19:30 -- STEP: 437/725 -- GLOBAL_STEP: 176800 | > loss_disc: 2.1706318855285645 (2.2136955291237386) | > loss_disc_real_0: 0.16316679120063782 (0.14005169804363546) | > loss_disc_real_1: 0.157630056142807 (0.1931471861131676) | > loss_disc_real_2: 0.1699986606836319 (0.19036342868543057) | > loss_disc_real_3: 0.1953454613685608 (0.20497909174631068) | > loss_disc_real_4: 0.17098045349121094 (0.19879330357097658) | > loss_disc_real_5: 0.2414243072271347 (0.20311615624607837) | > loss_0: 2.1706318855285645 (2.2136955291237386) | > grad_norm_0: tensor(41.2139, device='cuda:0') (tensor(30.8965, device='cuda:0')) | > loss_gen: 2.868921995162964 (2.78121939240113) | > loss_kl: 1.7608157396316528 (1.7225231485999695) | > loss_feat: 9.022077560424805 (8.276391566208906) | > loss_mel: 14.699217796325684 (13.32426809446217) | > loss_duration: 1.6482994556427002 (1.689901461317556) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.999332427978516 (27.79430363216444) | > grad_norm_1: tensor(764.5347, device='cuda:0') (tensor(641.1623, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8851 (0.847814840910364) | > loader_time: 0.0126 (0.009895835915746625)  --> TIME: 2025-05-09 21:20:13 -- STEP: 487/725 -- GLOBAL_STEP: 176850 | > loss_disc: 2.3152194023132324 (2.2123792036847667) | > loss_disc_real_0: 0.22291269898414612 (0.1404597629052902) | > loss_disc_real_1: 0.1968793421983719 (0.19299232561975038) | > loss_disc_real_2: 0.20871712267398834 (0.19010191326635822) | > loss_disc_real_3: 0.20007352530956268 (0.2049173743634254) | > loss_disc_real_4: 0.2240753173828125 (0.1986184548854339) | > loss_disc_real_5: 0.2114989161491394 (0.20276527008848758) | > loss_0: 2.3152194023132324 (2.2123792036847667) | > grad_norm_0: tensor(26.5679, device='cuda:0') (tensor(30.8470, device='cuda:0')) | > loss_gen: 2.6598193645477295 (2.7800767196522114) | > loss_kl: 1.65980863571167 (1.7227391927394045) | > loss_feat: 7.173188209533691 (8.26732111760479) | > loss_mel: 11.911396980285645 (13.31406110414979) | > loss_duration: 1.6713991165161133 (1.6904641118137749) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.075611114501953 (27.77466219406598) | > grad_norm_1: tensor(131.1188, device='cuda:0') (tensor(643.6721, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8057 (0.8474270812784623) | > loader_time: 0.0093 (0.009910339202724201)  --> TIME: 2025-05-09 21:20:56 -- STEP: 537/725 -- GLOBAL_STEP: 176900 | > loss_disc: 2.23043155670166 (2.2113926648205675) | > loss_disc_real_0: 0.13209302723407745 (0.14069814540209932) | > loss_disc_real_1: 0.19405435025691986 (0.19291610541290405) | > loss_disc_real_2: 0.17684213817119598 (0.19022065437150845) | > loss_disc_real_3: 0.18156078457832336 (0.20467013284369778) | > loss_disc_real_4: 0.19739553332328796 (0.1984182016532071) | > loss_disc_real_5: 0.21166564524173737 (0.20266302021522095) | > loss_0: 2.23043155670166 (2.2113926648205675) | > grad_norm_0: tensor(21.3289, device='cuda:0') (tensor(30.7019, device='cuda:0')) | > loss_gen: 2.5467379093170166 (2.7810226450197306) | > loss_kl: 1.7100193500518799 (1.7260865920970783) | > loss_feat: 7.38525915145874 (8.285056042271627) | > loss_mel: 12.420328140258789 (13.348420292305546) | > loss_duration: 1.7222156524658203 (1.6911962396383733) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.78455924987793 (27.831781767378086) | > grad_norm_1: tensor(623.7734, device='cuda:0') (tensor(640.8669, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.849 (0.8472218304817016) | > loader_time: 0.0096 (0.00994138477900841)  --> TIME: 2025-05-09 21:21:39 -- STEP: 587/725 -- GLOBAL_STEP: 176950 | > loss_disc: 2.3219399452209473 (2.2111694376147804) | > loss_disc_real_0: 0.08948580920696259 (0.14067530274086545) | > loss_disc_real_1: 0.20151753723621368 (0.19287031531029297) | > loss_disc_real_2: 0.18385794758796692 (0.1900431402598776) | > loss_disc_real_3: 0.23123207688331604 (0.20495227758583867) | > loss_disc_real_4: 0.22344863414764404 (0.19848651473221626) | > loss_disc_real_5: 0.20808450877666473 (0.20265486696814355) | > loss_0: 2.3219399452209473 (2.2111694376147804) | > grad_norm_0: tensor(26.6089, device='cuda:0') (tensor(30.5749, device='cuda:0')) | > loss_gen: 2.7050745487213135 (2.780083324880779) | > loss_kl: 1.5806703567504883 (1.7295543239713735) | > loss_feat: 7.999179840087891 (8.28326237465698) | > loss_mel: 13.901947021484375 (13.354114940259887) | > loss_duration: 1.6708602905273438 (1.6908296263400706) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.857730865478516 (27.837844549695717) | > grad_norm_1: tensor(829.5214, device='cuda:0') (tensor(638.2963, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8658 (0.8481612696964456) | > loader_time: 0.011 (0.009948623241314094)  --> TIME: 2025-05-09 21:22:22 -- STEP: 637/725 -- GLOBAL_STEP: 177000 | > loss_disc: 2.2489006519317627 (2.212185654759972) | > loss_disc_real_0: 0.13256607949733734 (0.14086316349321099) | > loss_disc_real_1: 0.19407780468463898 (0.1928028766785163) | > loss_disc_real_2: 0.16925205290317535 (0.19012100290466144) | > loss_disc_real_3: 0.20527100563049316 (0.2050940995828323) | > loss_disc_real_4: 0.22233140468597412 (0.19843313633647042) | > loss_disc_real_5: 0.2275485098361969 (0.20289417032263538) | > loss_0: 2.2489006519317627 (2.212185654759972) | > grad_norm_0: tensor(35.1045, device='cuda:0') (tensor(30.4331, device='cuda:0')) | > loss_gen: 2.5866990089416504 (2.776696249678895) | > loss_kl: 1.8704209327697754 (1.7312812676047986) | > loss_feat: 7.985893249511719 (8.268770442465602) | > loss_mel: 12.428343772888184 (13.339791754538437) | > loss_duration: 1.6514992713928223 (1.6906918085164149) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.52285385131836 (27.807231468907332) | > grad_norm_1: tensor(625.6758, device='cuda:0') (tensor(631.8817, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8394 (0.8478322661652864) | > loader_time: 0.0097 (0.009962833096131433) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_177000.pth  --> TIME: 2025-05-09 21:23:07 -- STEP: 687/725 -- GLOBAL_STEP: 177050 | > loss_disc: 2.2306723594665527 (2.212455414094608) | > loss_disc_real_0: 0.1377708911895752 (0.14109821903913808) | > loss_disc_real_1: 0.18630880117416382 (0.19262304646132467) | > loss_disc_real_2: 0.19819669425487518 (0.18989392674732763) | > loss_disc_real_3: 0.2212536633014679 (0.20511011794491452) | > loss_disc_real_4: 0.19477635622024536 (0.19852021484048787) | > loss_disc_real_5: 0.21635212004184723 (0.20296687039572434) | > loss_0: 2.2306723594665527 (2.212455414094608) | > grad_norm_0: tensor(27.6511, device='cuda:0') (tensor(30.1607, device='cuda:0')) | > loss_gen: 2.597609043121338 (2.773000491238059) | > loss_kl: 1.6889526844024658 (1.73221106473709) | > loss_feat: 7.851926326751709 (8.259201894507493) | > loss_mel: 12.940276145935059 (13.330587671660256) | > loss_duration: 1.7148991823196411 (1.6908379817460135) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.793663024902344 (27.785839086363236) | > grad_norm_1: tensor(606.4025, device='cuda:0') (tensor(626.0757, device='cuda:0')) | > current_lr_0: 0.00019554997242340555 | > current_lr_1: 0.00019554997242340555 | > step_time: 0.8498 (0.8473414246865936) | > loader_time: 0.011 (0.009976169774973075)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4190311431884766 (2.4190311431884766) | > loss_disc_real_0: 0.2510960102081299 (0.2510960102081299) | > loss_disc_real_1: 0.18354828655719757 (0.18354828655719757) | > loss_disc_real_2: 0.23458781838417053 (0.23458781838417053) | > loss_disc_real_3: 0.26325446367263794 (0.26325446367263794) | > loss_disc_real_4: 0.24464702606201172 (0.24464702606201172) | > loss_disc_real_5: 0.22881858050823212 (0.22881858050823212) | > loss_0: 2.4190311431884766 (2.4190311431884766) | > loss_gen: 2.7054624557495117 (2.7054624557495117) | > loss_kl: 2.145685911178589 (2.145685911178589) | > loss_feat: 7.212900161743164 (7.212900161743164) | > loss_mel: 13.161263465881348 (13.161263465881348) | > loss_duration: 1.6902925968170166 (1.6902925968170166) | > loss_1: 26.915603637695312 (26.915603637695312)  --> STEP: 1 | > loss_disc: 2.426722288131714 (2.426722288131714) | > loss_disc_real_0: 0.24103888869285583 (0.24103888869285583) | > loss_disc_real_1: 0.19179290533065796 (0.19179290533065796) | > loss_disc_real_2: 0.2540487051010132 (0.2540487051010132) | > loss_disc_real_3: 0.2556082308292389 (0.2556082308292389) | > loss_disc_real_4: 0.23273493349552155 (0.23273493349552155) | > loss_disc_real_5: 0.23953403532505035 (0.23953403532505035) | > loss_0: 2.426722288131714 (2.426722288131714) | > loss_gen: 2.7596189975738525 (2.7596189975738525) | > loss_kl: 2.0635762214660645 (2.0635762214660645) | > loss_feat: 7.7055511474609375 (7.7055511474609375) | > loss_mel: 13.490249633789062 (13.490249633789062) | > loss_duration: 1.7827584743499756 (1.7827584743499756) | > loss_1: 27.801753997802734 (27.801753997802734)  --> STEP: 2 | > loss_disc: 2.3770716190338135 (2.4018969535827637) | > loss_disc_real_0: 0.22020716965198517 (0.2306230291724205) | > loss_disc_real_1: 0.17975646257400513 (0.18577468395233154) | > loss_disc_real_2: 0.23532864451408386 (0.24468867480754852) | > loss_disc_real_3: 0.25579366087913513 (0.255700945854187) | > loss_disc_real_4: 0.20800724625587463 (0.2203710898756981) | > loss_disc_real_5: 0.24591033160686493 (0.24272218346595764) | > loss_0: 2.3770716190338135 (2.4018969535827637) | > loss_gen: 2.7109875679016113 (2.735303282737732) | > loss_kl: 1.9425195455551147 (2.0030478835105896) | > loss_feat: 7.527215480804443 (7.61638331413269) | > loss_mel: 12.900296211242676 (13.19527292251587) | > loss_duration: 1.840815544128418 (1.8117870092391968) | > loss_1: 26.921833038330078 (27.361793518066406)  --> STEP: 3 | > loss_disc: 2.4306623935699463 (2.411485433578491) | > loss_disc_real_0: 0.25580379366874695 (0.23901661733786264) | > loss_disc_real_1: 0.19125640392303467 (0.18760192394256592) | > loss_disc_real_2: 0.2358483076095581 (0.24174188574155173) | > loss_disc_real_3: 0.24961164593696594 (0.25367117921511334) | > loss_disc_real_4: 0.23857390880584717 (0.22643869618574777) | > loss_disc_real_5: 0.25813746452331543 (0.2478606104850769) | > loss_0: 2.4306623935699463 (2.411485433578491) | > loss_gen: 2.7323861122131348 (2.734330892562866) | > loss_kl: 1.9264569282531738 (1.977517565091451) | > loss_feat: 7.453110694885254 (7.561959107716878) | > loss_mel: 12.91666030883789 (13.102402051289877) | > loss_duration: 1.801992416381836 (1.80852214495341) | > loss_1: 26.83060646057129 (27.184731165568035)  --> STEP: 4 | > loss_disc: 2.3786282539367676 (2.4032711386680603) | > loss_disc_real_0: 0.22783522307872772 (0.23622126877307892) | > loss_disc_real_1: 0.18421117961406708 (0.1867542378604412) | > loss_disc_real_2: 0.25133800506591797 (0.24414091557264328) | > loss_disc_real_3: 0.253814697265625 (0.25370705872774124) | > loss_disc_real_4: 0.21712222695350647 (0.22410957887768745) | > loss_disc_real_5: 0.21424493193626404 (0.2394566908478737) | > loss_0: 2.3786282539367676 (2.4032711386680603) | > loss_gen: 2.656996726989746 (2.714997351169586) | > loss_kl: 1.7564951181411743 (1.9222619533538818) | > loss_feat: 7.235360622406006 (7.48030948638916) | > loss_mel: 12.931259155273438 (13.059616327285767) | > loss_duration: 1.7420995235443115 (1.7919164896011353) | > loss_1: 26.32221221923828 (26.969101428985596) --> EVAL PERFORMANCE | > avg_loader_time: 0.27950793504714966 (-0.012277960777282715) | > avg_loss_disc: 2.4032711386680603 (+0.17325955629348755) | > avg_loss_disc_real_0: 0.23622126877307892 (+0.07181458175182343) | > avg_loss_disc_real_1: 0.1867542378604412 (+0.031972967088222504) | > avg_loss_disc_real_2: 0.24414091557264328 (+0.060428060591220856) | > avg_loss_disc_real_3: 0.25370705872774124 (+0.05806320160627365) | > avg_loss_disc_real_4: 0.22410957887768745 (+0.005930129438638687) | > avg_loss_disc_real_5: 0.2394566908478737 (+0.015695475041866302) | > avg_loss_0: 2.4032711386680603 (+0.17325955629348755) | > avg_loss_gen: 2.714997351169586 (+0.22999775409698486) | > avg_loss_kl: 1.9222619533538818 (-0.048044174909591675) | > avg_loss_feat: 7.48030948638916 (+0.04056239128112793) | > avg_loss_mel: 13.059616327285767 (-0.5274536609649658) | > avg_loss_duration: 1.7919164896011353 (-0.008108824491500854) | > avg_loss_1: 26.969101428985596 (-0.313046932220459)  > EPOCH: 181/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 21:23:46)   --> TIME: 2025-05-09 21:23:59 -- STEP: 12/725 -- GLOBAL_STEP: 177100 | > loss_disc: 2.1503281593322754 (2.2635716994603476) | > loss_disc_real_0: 0.12394461780786514 (0.14344111022849879) | > loss_disc_real_1: 0.1719191074371338 (0.19610118369261423) | > loss_disc_real_2: 0.16389383375644684 (0.1881479856868585) | > loss_disc_real_3: 0.17573297023773193 (0.20683157071471214) | > loss_disc_real_4: 0.17302535474300385 (0.20303665722409883) | > loss_disc_real_5: 0.19024768471717834 (0.2055675002435843) | > loss_0: 2.1503281593322754 (2.2635716994603476) | > grad_norm_0: tensor(41.0808, device='cuda:0') (tensor(28.3694, device='cuda:0')) | > loss_gen: 2.7856521606445312 (2.6470031142234802) | > loss_kl: 1.752234697341919 (1.7575625677903493) | > loss_feat: 9.12741756439209 (7.682037631670634) | > loss_mel: 14.338947296142578 (12.962906757990519) | > loss_duration: 1.7218546867370605 (1.697013298670451) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.726106643676758 (26.74652353922526) | > grad_norm_1: tensor(878.8355, device='cuda:0') (tensor(625.2689, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8521 (0.8415910800298055) | > loader_time: 0.0092 (0.010970552762349447)  --> TIME: 2025-05-09 21:24:42 -- STEP: 62/725 -- GLOBAL_STEP: 177150 | > loss_disc: 2.223550796508789 (2.209914522786294) | > loss_disc_real_0: 0.14040233194828033 (0.13629540957270136) | > loss_disc_real_1: 0.17922554910182953 (0.19239344568021835) | > loss_disc_real_2: 0.18549089133739471 (0.18685395294620144) | > loss_disc_real_3: 0.1769709438085556 (0.2053730050402303) | > loss_disc_real_4: 0.1774810552597046 (0.1997018374743) | > loss_disc_real_5: 0.2391473352909088 (0.206226947326814) | > loss_0: 2.223550796508789 (2.209914522786294) | > grad_norm_0: tensor(20.9713, device='cuda:0') (tensor(29.5186, device='cuda:0')) | > loss_gen: 2.5914552211761475 (2.7496691826851136) | > loss_kl: 1.6790330410003662 (1.741310356124755) | > loss_feat: 8.418437957763672 (8.24657584005787) | > loss_mel: 12.762497901916504 (13.305075568537559) | > loss_duration: 1.7418859004974365 (1.6874359057795616) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.19331169128418 (27.730066853184855) | > grad_norm_1: tensor(347.2277, device='cuda:0') (tensor(666.9905, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.841 (0.8576420353304955) | > loader_time: 0.0096 (0.010663270950317383)  --> TIME: 2025-05-09 21:25:26 -- STEP: 112/725 -- GLOBAL_STEP: 177200 | > loss_disc: 2.1567952632904053 (2.206019582492964) | > loss_disc_real_0: 0.1195007711648941 (0.1376300261888121) | > loss_disc_real_1: 0.20600582659244537 (0.19250033716005935) | > loss_disc_real_2: 0.17694707214832306 (0.1872171230082001) | > loss_disc_real_3: 0.21405576169490814 (0.20646716468036175) | > loss_disc_real_4: 0.19020411372184753 (0.19939029815473727) | > loss_disc_real_5: 0.23111572861671448 (0.20220708062074014) | > loss_0: 2.1567952632904053 (2.206019582492964) | > grad_norm_0: tensor(40.8081, device='cuda:0') (tensor(31.1150, device='cuda:0')) | > loss_gen: 2.8306143283843994 (2.7702104108674197) | > loss_kl: 1.6050057411193848 (1.732369701777186) | > loss_feat: 8.278268814086914 (8.226044765540532) | > loss_mel: 12.844892501831055 (13.313257804938726) | > loss_duration: 1.6994792222976685 (1.6907708740660123) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.25826072692871 (27.732653583799088) | > grad_norm_1: tensor(1069.6906, device='cuda:0') (tensor(671.3185, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8368 (0.8613959146397454) | > loader_time: 0.0094 (0.010339960455894474)  --> TIME: 2025-05-09 21:26:10 -- STEP: 162/725 -- GLOBAL_STEP: 177250 | > loss_disc: 2.3035783767700195 (2.1970060195451895) | > loss_disc_real_0: 0.05689467862248421 (0.13710081220868928) | > loss_disc_real_1: 0.19800904393196106 (0.19193300981948397) | > loss_disc_real_2: 0.2034069448709488 (0.18642282357186454) | > loss_disc_real_3: 0.15920975804328918 (0.20532510871136633) | > loss_disc_real_4: 0.19081607460975647 (0.19830717753480992) | > loss_disc_real_5: 0.17933882772922516 (0.20248075160715315) | > loss_0: 2.3035783767700195 (2.1970060195451895) | > grad_norm_0: tensor(32.7611, device='cuda:0') (tensor(31.2588, device='cuda:0')) | > loss_gen: 2.5201690196990967 (2.784221884645063) | > loss_kl: 1.6733299493789673 (1.7335554972107028) | > loss_feat: 8.692366600036621 (8.310468782613313) | > loss_mel: 13.339049339294434 (13.358005835686201) | > loss_duration: 1.6527403593063354 (1.6908126414558033) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.877655029296875 (27.877064646026234) | > grad_norm_1: tensor(666.4448, device='cuda:0') (tensor(672.1107, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8335 (0.8581795074321605) | > loader_time: 0.0106 (0.010217247185883701)  --> TIME: 2025-05-09 21:26:53 -- STEP: 212/725 -- GLOBAL_STEP: 177300 | > loss_disc: 2.282299757003784 (2.200340402576158) | > loss_disc_real_0: 0.1375960260629654 (0.13818405398150105) | > loss_disc_real_1: 0.2155860960483551 (0.19224300650211992) | > loss_disc_real_2: 0.2154100239276886 (0.1866801618686263) | > loss_disc_real_3: 0.21159736812114716 (0.20549631456159198) | > loss_disc_real_4: 0.21868717670440674 (0.19758502176066622) | > loss_disc_real_5: 0.21821962296962738 (0.20347729810285117) | > loss_0: 2.282299757003784 (2.200340402576158) | > grad_norm_0: tensor(14.0229, device='cuda:0') (tensor(29.4911, device='cuda:0')) | > loss_gen: 2.5842325687408447 (2.7740161362683997) | > loss_kl: 1.6936575174331665 (1.737413246676607) | > loss_feat: 7.242686748504639 (8.286837150465768) | > loss_mel: 11.409096717834473 (13.329251991128022) | > loss_duration: 1.689557433128357 (1.6906694140074388) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.619230270385742 (27.8181879925278) | > grad_norm_1: tensor(411.8415, device='cuda:0') (tensor(631.2824, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8502 (0.8572365113024442) | > loader_time: 0.0098 (0.010192216567273406)  --> TIME: 2025-05-09 21:27:36 -- STEP: 262/725 -- GLOBAL_STEP: 177350 | > loss_disc: 2.138535737991333 (2.203751929843697) | > loss_disc_real_0: 0.15762779116630554 (0.1383262047871151) | > loss_disc_real_1: 0.2034895271062851 (0.19272036236206078) | > loss_disc_real_2: 0.1999392956495285 (0.18762056660333667) | > loss_disc_real_3: 0.18307805061340332 (0.2049042541562146) | > loss_disc_real_4: 0.1922329068183899 (0.19790367327118652) | > loss_disc_real_5: 0.2069242149591446 (0.20428310801054686) | > loss_0: 2.138535737991333 (2.203751929843697) | > grad_norm_0: tensor(37.8551, device='cuda:0') (tensor(28.9193, device='cuda:0')) | > loss_gen: 2.92699933052063 (2.7705107162926943) | > loss_kl: 1.700874924659729 (1.741364473604974) | > loss_feat: 9.18445110321045 (8.270627436747075) | > loss_mel: 13.826007843017578 (13.331176040736773) | > loss_duration: 1.6712160110473633 (1.6913207127847745) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.309551239013672 (27.804999417021076) | > grad_norm_1: tensor(644.6904, device='cuda:0') (tensor(621.8486, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8931 (0.8546249520687657) | > loader_time: 0.0095 (0.010136441420052794)  --> TIME: 2025-05-09 21:28:19 -- STEP: 312/725 -- GLOBAL_STEP: 177400 | > loss_disc: 2.327690839767456 (2.210470625987418) | > loss_disc_real_0: 0.11718957871198654 (0.13947164705500772) | > loss_disc_real_1: 0.1984521895647049 (0.19309100074072674) | > loss_disc_real_2: 0.18033383786678314 (0.1882446102606945) | > loss_disc_real_3: 0.21077458560466766 (0.20502570032691353) | > loss_disc_real_4: 0.18669317662715912 (0.19855179527822223) | > loss_disc_real_5: 0.19708730280399323 (0.2046746605386336) | > loss_0: 2.327690839767456 (2.210470625987418) | > grad_norm_0: tensor(17.8437, device='cuda:0') (tensor(28.3044, device='cuda:0')) | > loss_gen: 2.5259833335876465 (2.76181944211324) | > loss_kl: 1.6427596807479858 (1.7398624542431953) | > loss_feat: 7.33021354675293 (8.239609019878584) | > loss_mel: 12.24091625213623 (13.306240861232464) | > loss_duration: 1.6812379360198975 (1.690889475437311) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.421112060546875 (27.73842130563198) | > grad_norm_1: tensor(499.9176, device='cuda:0') (tensor(607.9631, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8523 (0.8532670445931263) | > loader_time: 0.0098 (0.010080090700051721)  --> TIME: 2025-05-09 21:29:03 -- STEP: 362/725 -- GLOBAL_STEP: 177450 | > loss_disc: 2.124739408493042 (2.210031706983869) | > loss_disc_real_0: 0.2609822154045105 (0.1406028759434243) | > loss_disc_real_1: 0.21603554487228394 (0.19314295810889143) | > loss_disc_real_2: 0.18292075395584106 (0.18814793970044802) | > loss_disc_real_3: 0.21818096935749054 (0.20527848741296914) | > loss_disc_real_4: 0.18277467787265778 (0.19833324874303626) | > loss_disc_real_5: 0.22416195273399353 (0.20432801878090054) | > loss_0: 2.124739408493042 (2.210031706983869) | > grad_norm_0: tensor(54.9342, device='cuda:0') (tensor(28.5303, device='cuda:0')) | > loss_gen: 3.1328182220458984 (2.766137876563308) | > loss_kl: 1.7999902963638306 (1.7311207013235566) | > loss_feat: 9.499910354614258 (8.242669363706812) | > loss_mel: 14.184501647949219 (13.30728432881898) | > loss_duration: 1.643632173538208 (1.690016887464576) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.260852813720703 (27.7372291786236) | > grad_norm_1: tensor(569.5924, device='cuda:0') (tensor(601.9002, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8463 (0.8536948538616876) | > loader_time: 0.0096 (0.010048540257617256)  --> TIME: 2025-05-09 21:29:46 -- STEP: 412/725 -- GLOBAL_STEP: 177500 | > loss_disc: 2.2766270637512207 (2.2145338035324227) | > loss_disc_real_0: 0.13063476979732513 (0.1409027598961032) | > loss_disc_real_1: 0.18516656756401062 (0.19365457937266062) | > loss_disc_real_2: 0.2080213725566864 (0.18859901268360682) | > loss_disc_real_3: 0.20497971773147583 (0.20524023118817697) | > loss_disc_real_4: 0.20409265160560608 (0.19870987187311495) | > loss_disc_real_5: 0.20151473581790924 (0.2043888394910733) | > loss_0: 2.2766270637512207 (2.2145338035324227) | > grad_norm_0: tensor(24.4464, device='cuda:0') (tensor(27.9874, device='cuda:0')) | > loss_gen: 2.546938896179199 (2.762137388720095) | > loss_kl: 1.6257790327072144 (1.7300679486932107) | > loss_feat: 7.043369293212891 (8.21172967350599) | > loss_mel: 12.812548637390137 (13.286787741392562) | > loss_duration: 1.7118748426437378 (1.6903893855011578) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.740510940551758 (27.681112164432562) | > grad_norm_1: tensor(227.4682, device='cuda:0') (tensor(593.1411, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8607 (0.8536781142058881) | > loader_time: 0.0095 (0.010028975681193826)  --> TIME: 2025-05-09 21:30:30 -- STEP: 462/725 -- GLOBAL_STEP: 177550 | > loss_disc: 2.332735776901245 (2.215812369858546) | > loss_disc_real_0: 0.22646845877170563 (0.14114074980703015) | > loss_disc_real_1: 0.15733428299427032 (0.1937125695796756) | > loss_disc_real_2: 0.19367650151252747 (0.18876230532859825) | > loss_disc_real_3: 0.22768743336200714 (0.20536241954539253) | > loss_disc_real_4: 0.21123194694519043 (0.198769378649208) | > loss_disc_real_5: 0.23353558778762817 (0.20485034081842987) | > loss_0: 2.332735776901245 (2.215812369858546) | > grad_norm_0: tensor(48.7360, device='cuda:0') (tensor(28.0593, device='cuda:0')) | > loss_gen: 2.7035367488861084 (2.758992976440495) | > loss_kl: 1.7293074131011963 (1.7250360766530553) | > loss_feat: 8.313815116882324 (8.198209226905531) | > loss_mel: 14.084238052368164 (13.275083021684127) | > loss_duration: 1.7126755714416504 (1.690062449866043) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.5435733795166 (27.647383776578035) | > grad_norm_1: tensor(667.0593, device='cuda:0') (tensor(592.3735, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.7912 (0.8539723028868308) | > loader_time: 0.0098 (0.010025789211322737)  --> TIME: 2025-05-09 21:31:13 -- STEP: 512/725 -- GLOBAL_STEP: 177600 | > loss_disc: 2.0842301845550537 (2.2157474537380026) | > loss_disc_real_0: 0.11923162639141083 (0.14115263341955148) | > loss_disc_real_1: 0.19142219424247742 (0.1936967328947503) | > loss_disc_real_2: 0.18168406188488007 (0.18884386008721774) | > loss_disc_real_3: 0.16815072298049927 (0.20546877084416343) | > loss_disc_real_4: 0.1596745103597641 (0.19870684039779013) | > loss_disc_real_5: 0.22649216651916504 (0.20444112730910996) | > loss_0: 2.0842301845550537 (2.2157474537380026) | > grad_norm_0: tensor(16.9151, device='cuda:0') (tensor(28.2164, device='cuda:0')) | > loss_gen: 2.8686959743499756 (2.7597862775437525) | > loss_kl: 1.803648591041565 (1.7223908717278391) | > loss_feat: 8.85935115814209 (8.198435963131491) | > loss_mel: 13.888797760009766 (13.275815488770604) | > loss_duration: 1.6506526470184326 (1.6904345515649766) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.07114601135254 (27.64686318859458) | > grad_norm_1: tensor(635.5699, device='cuda:0') (tensor(592.3849, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8401 (0.853833107277751) | > loader_time: 0.0101 (0.010025292169302704)  --> TIME: 2025-05-09 21:31:56 -- STEP: 562/725 -- GLOBAL_STEP: 177650 | > loss_disc: 2.2003536224365234 (2.2142347644656573) | > loss_disc_real_0: 0.1347937434911728 (0.14060699518809755) | > loss_disc_real_1: 0.19205902516841888 (0.19367124508814454) | > loss_disc_real_2: 0.20388679206371307 (0.18875907425142263) | > loss_disc_real_3: 0.19793830811977386 (0.2053425644269194) | > loss_disc_real_4: 0.20967189967632294 (0.1988681052874416) | > loss_disc_real_5: 0.20097672939300537 (0.20423753172477363) | > loss_0: 2.2003536224365234 (2.2142347644656573) | > grad_norm_0: tensor(30.6623, device='cuda:0') (tensor(28.1380, device='cuda:0')) | > loss_gen: 2.6292922496795654 (2.759317906725872) | > loss_kl: 1.555559754371643 (1.7239665603298306) | > loss_feat: 7.921065807342529 (8.19127661901861) | > loss_mel: 12.29202651977539 (13.259387635675616) | > loss_duration: 1.6781378984451294 (1.690236496119313) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.076082229614258 (27.62418527026194) | > grad_norm_1: tensor(753.3947, device='cuda:0') (tensor(595.1594, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8927 (0.8533349703215194) | > loader_time: 0.0119 (0.010001256796813098)  --> TIME: 2025-05-09 21:32:39 -- STEP: 612/725 -- GLOBAL_STEP: 177700 | > loss_disc: 2.176124095916748 (2.2140600354063737) | > loss_disc_real_0: 0.14497946202754974 (0.14036387623306004) | > loss_disc_real_1: 0.1967729926109314 (0.19367972135641226) | > loss_disc_real_2: 0.20316879451274872 (0.18908727195819988) | > loss_disc_real_3: 0.20133985579013824 (0.2054151735372014) | > loss_disc_real_4: 0.23575420677661896 (0.19895971293737685) | > loss_disc_real_5: 0.21105584502220154 (0.20389378280226692) | > loss_0: 2.176124095916748 (2.2140600354063737) | > grad_norm_0: tensor(26.0932, device='cuda:0') (tensor(28.4347, device='cuda:0')) | > loss_gen: 2.838151454925537 (2.7621760660526786) | > loss_kl: 1.7125228643417358 (1.7227241069662804) | > loss_feat: 8.082866668701172 (8.200190992137195) | > loss_mel: 12.710122108459473 (13.271629487766946) | > loss_duration: 1.624169111251831 (1.6897379031368338) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.967832565307617 (27.646458613327127) | > grad_norm_1: tensor(690.3823, device='cuda:0') (tensor(598.7788, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8027 (0.8531840155327238) | > loader_time: 0.0088 (0.009996568844988458)  --> TIME: 2025-05-09 21:33:22 -- STEP: 662/725 -- GLOBAL_STEP: 177750 | > loss_disc: 2.242856740951538 (2.2127944429115214) | > loss_disc_real_0: 0.168620765209198 (0.1402585479484314) | > loss_disc_real_1: 0.23101316392421722 (0.1937137768798004) | > loss_disc_real_2: 0.22602489590644836 (0.1890695553351746) | > loss_disc_real_3: 0.20010165870189667 (0.20522269530058637) | > loss_disc_real_4: 0.1932738870382309 (0.19891842591978637) | > loss_disc_real_5: 0.19569392502307892 (0.20357217653190252) | > loss_0: 2.242856740951538 (2.2127944429115214) | > grad_norm_0: tensor(41.2719, device='cuda:0') (tensor(28.4863, device='cuda:0')) | > loss_gen: 2.8312840461730957 (2.7631457114867906) | > loss_kl: 1.816862940788269 (1.7249473333358765) | > loss_feat: 7.687782287597656 (8.197707148837184) | > loss_mel: 12.3917818069458 (13.264094661009642) | > loss_duration: 1.698818325996399 (1.6901558048775556) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.426528930664062 (27.64005070654647) | > grad_norm_1: tensor(686.2468, device='cuda:0') (tensor(601.4885, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8603 (0.8528035940360443) | > loader_time: 0.0099 (0.00997385517708125)  --> TIME: 2025-05-09 21:34:06 -- STEP: 712/725 -- GLOBAL_STEP: 177800 | > loss_disc: 2.144221067428589 (2.2127831146288424) | > loss_disc_real_0: 0.11567298322916031 (0.1402446892311315) | > loss_disc_real_1: 0.19224195182323456 (0.1937674211777663) | > loss_disc_real_2: 0.2092873603105545 (0.18902072789712568) | > loss_disc_real_3: 0.2042517066001892 (0.20529174589122956) | > loss_disc_real_4: 0.16344965994358063 (0.1988741362655766) | > loss_disc_real_5: 0.20474672317504883 (0.20348372433878725) | > loss_0: 2.144221067428589 (2.2127831146288424) | > grad_norm_0: tensor(44.2654, device='cuda:0') (tensor(28.4370, device='cuda:0')) | > loss_gen: 2.869999408721924 (2.762902235047198) | > loss_kl: 1.842876672744751 (1.7250946977835022) | > loss_feat: 8.137768745422363 (8.198565467689827) | > loss_mel: 14.001791000366211 (13.262770907262743) | > loss_duration: 1.6989084482192993 (1.6898210622956251) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.55134391784668 (27.639154404736637) | > grad_norm_1: tensor(576.0464, device='cuda:0') (tensor(601.0716, device='cuda:0')) | > current_lr_0: 0.00019552552867685262 | > current_lr_1: 0.00019552552867685262 | > step_time: 0.8286 (0.8528338513347536) | > loader_time: 0.0095 (0.009968715772200175)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.210036039352417 (2.210036039352417) | > loss_disc_real_0: 0.19440925121307373 (0.19440925121307373) | > loss_disc_real_1: 0.1633608639240265 (0.1633608639240265) | > loss_disc_real_2: 0.11983035504817963 (0.11983035504817963) | > loss_disc_real_3: 0.21521678566932678 (0.21521678566932678) | > loss_disc_real_4: 0.24791806936264038 (0.24791806936264038) | > loss_disc_real_5: 0.22343362867832184 (0.22343362867832184) | > loss_0: 2.210036039352417 (2.210036039352417) | > loss_gen: 2.6632707118988037 (2.6632707118988037) | > loss_kl: 2.0676209926605225 (2.0676209926605225) | > loss_feat: 8.883429527282715 (8.883429527282715) | > loss_mel: 15.022745132446289 (15.022745132446289) | > loss_duration: 1.696268081665039 (1.696268081665039) | > loss_1: 30.333335876464844 (30.333335876464844)  --> STEP: 1 | > loss_disc: 2.213414430618286 (2.213414430618286) | > loss_disc_real_0: 0.20127341151237488 (0.20127341151237488) | > loss_disc_real_1: 0.1743672788143158 (0.1743672788143158) | > loss_disc_real_2: 0.13402672111988068 (0.13402672111988068) | > loss_disc_real_3: 0.23175610601902008 (0.23175610601902008) | > loss_disc_real_4: 0.23052547872066498 (0.23052547872066498) | > loss_disc_real_5: 0.2446734607219696 (0.2446734607219696) | > loss_0: 2.213414430618286 (2.213414430618286) | > loss_gen: 2.749206066131592 (2.749206066131592) | > loss_kl: 2.0918772220611572 (2.0918772220611572) | > loss_feat: 8.722273826599121 (8.722273826599121) | > loss_mel: 14.915915489196777 (14.915915489196777) | > loss_duration: 1.7880594730377197 (1.7880594730377197) | > loss_1: 30.267332077026367 (30.267332077026367)  --> STEP: 2 | > loss_disc: 2.171687126159668 (2.192550778388977) | > loss_disc_real_0: 0.17055432498455048 (0.18591386824846268) | > loss_disc_real_1: 0.14737944304943085 (0.16087336093187332) | > loss_disc_real_2: 0.11162510514259338 (0.12282591313123703) | > loss_disc_real_3: 0.2434757649898529 (0.2376159355044365) | > loss_disc_real_4: 0.2312595248222351 (0.23089250177145004) | > loss_disc_real_5: 0.23465460538864136 (0.23966403305530548) | > loss_0: 2.171687126159668 (2.192550778388977) | > loss_gen: 2.7335548400878906 (2.741380453109741) | > loss_kl: 1.918774127960205 (2.005325675010681) | > loss_feat: 9.298879623413086 (9.010576725006104) | > loss_mel: 15.96967887878418 (15.442797183990479) | > loss_duration: 1.8416764736175537 (1.8148679733276367) | > loss_1: 31.762563705444336 (31.01494789123535)  --> STEP: 3 | > loss_disc: 2.290008544921875 (2.22503670056661) | > loss_disc_real_0: 0.17519883811473846 (0.18234219153722128) | > loss_disc_real_1: 0.17206983268260956 (0.16460551818211874) | > loss_disc_real_2: 0.12919610738754272 (0.12494931121667226) | > loss_disc_real_3: 0.22753717005252838 (0.23425634702046713) | > loss_disc_real_4: 0.23472192883491516 (0.23216897745927176) | > loss_disc_real_5: 0.2413415014743805 (0.24022318919499716) | > loss_0: 2.290008544921875 (2.22503670056661) | > loss_gen: 2.584561824798584 (2.689107577006022) | > loss_kl: 2.03900408744812 (2.0165518124898276) | > loss_feat: 8.335160255432129 (8.78543790181478) | > loss_mel: 14.174613952636719 (15.020069440205893) | > loss_duration: 1.7987933158874512 (1.8095097541809082) | > loss_1: 28.9321346282959 (30.320676803588867)  --> STEP: 4 | > loss_disc: 2.1163485050201416 (2.1978646516799927) | > loss_disc_real_0: 0.18486960232257843 (0.18297404423356056) | > loss_disc_real_1: 0.1409483551979065 (0.15869122743606567) | > loss_disc_real_2: 0.11198649555444717 (0.12170860730111599) | > loss_disc_real_3: 0.20235241949558258 (0.226280365139246) | > loss_disc_real_4: 0.20014654099941254 (0.22416336834430695) | > loss_disc_real_5: 0.23795801401138306 (0.23965689539909363) | > loss_0: 2.1163485050201416 (2.1978646516799927) | > loss_gen: 2.705183744430542 (2.693126618862152) | > loss_kl: 1.8220455646514893 (1.967925250530243) | > loss_feat: 10.450807571411133 (9.201780319213867) | > loss_mel: 17.64862632751465 (15.677208662033081) | > loss_duration: 1.747995376586914 (1.7941311597824097) | > loss_1: 34.374656677246094 (31.334171772003174) --> EVAL PERFORMANCE | > avg_loader_time: 0.2778431177139282 (-0.0016648173332214355) | > avg_loss_disc: 2.1978646516799927 (-0.20540648698806763) | > avg_loss_disc_real_0: 0.18297404423356056 (-0.053247224539518356) | > avg_loss_disc_real_1: 0.15869122743606567 (-0.028063010424375534) | > avg_loss_disc_real_2: 0.12170860730111599 (-0.12243230827152729) | > avg_loss_disc_real_3: 0.226280365139246 (-0.027426693588495255) | > avg_loss_disc_real_4: 0.22416336834430695 (+5.378946661949158e-05) | > avg_loss_disc_real_5: 0.23965689539909363 (+0.00020020455121994019) | > avg_loss_0: 2.1978646516799927 (-0.20540648698806763) | > avg_loss_gen: 2.693126618862152 (-0.021870732307434082) | > avg_loss_kl: 1.967925250530243 (+0.045663297176361084) | > avg_loss_feat: 9.201780319213867 (+1.721470832824707) | > avg_loss_mel: 15.677208662033081 (+2.6175923347473145) | > avg_loss_duration: 1.7941311597824097 (+0.002214670181274414) | > avg_loss_1: 31.334171772003174 (+4.365070343017578)  > EPOCH: 182/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 21:34:23)   --> TIME: 2025-05-09 21:34:57 -- STEP: 37/725 -- GLOBAL_STEP: 177850 | > loss_disc: 2.3246078491210938 (2.245676717242679) | > loss_disc_real_0: 0.11009544134140015 (0.14359568502451922) | > loss_disc_real_1: 0.1782315969467163 (0.19628694129956736) | > loss_disc_real_2: 0.20977629721164703 (0.19312886128554474) | > loss_disc_real_3: 0.17862141132354736 (0.2086873481402526) | > loss_disc_real_4: 0.211597740650177 (0.20014978421700969) | > loss_disc_real_5: 0.17757302522659302 (0.20289924660244504) | > loss_0: 2.3246078491210938 (2.245676717242679) | > grad_norm_0: tensor(20.5058, device='cuda:0') (tensor(31.0624, device='cuda:0')) | > loss_gen: 2.4052534103393555 (2.758371417586868) | > loss_kl: 1.8175098896026611 (1.7134700659159068) | > loss_feat: 7.061028003692627 (8.075314199602284) | > loss_mel: 11.922839164733887 (13.168923945040316) | > loss_duration: 1.682787299156189 (1.6878392470849526) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.88941764831543 (27.40391885912096) | > grad_norm_1: tensor(142.2319, device='cuda:0') (tensor(593.7337, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.854 (0.8495618459340688) | > loader_time: 0.01 (0.010661956426259634)  --> TIME: 2025-05-09 21:35:40 -- STEP: 87/725 -- GLOBAL_STEP: 177900 | > loss_disc: 2.246549367904663 (2.2182610117155925) | > loss_disc_real_0: 0.15539561212062836 (0.1388227708380798) | > loss_disc_real_1: 0.1939914971590042 (0.19425127475426116) | > loss_disc_real_2: 0.17636671662330627 (0.1901255333903192) | > loss_disc_real_3: 0.20252059400081635 (0.20721391288713478) | > loss_disc_real_4: 0.18075776100158691 (0.19843717261977578) | > loss_disc_real_5: 0.17765946686267853 (0.20393467257762776) | > loss_0: 2.246549367904663 (2.2182610117155925) | > grad_norm_0: tensor(38.0592, device='cuda:0') (tensor(29.1341, device='cuda:0')) | > loss_gen: 2.6211631298065186 (2.7628505997274115) | > loss_kl: 1.7706100940704346 (1.7037679285838683) | > loss_feat: 7.612903118133545 (8.174602152287282) | > loss_mel: 12.660012245178223 (13.28798560438485) | > loss_duration: 1.6597623825073242 (1.6920805744741154) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.324451446533203 (27.62128689645351) | > grad_norm_1: tensor(725.5698, device='cuda:0') (tensor(623.5767, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8249 (0.8480180406022346) | > loader_time: 0.0104 (0.010579761417432767)  --> TIME: 2025-05-09 21:36:24 -- STEP: 137/725 -- GLOBAL_STEP: 177950 | > loss_disc: 2.0765018463134766 (2.213737506936067) | > loss_disc_real_0: 0.158121258020401 (0.13936009154702625) | > loss_disc_real_1: 0.1867198795080185 (0.1937440201966432) | > loss_disc_real_2: 0.17362385988235474 (0.18921030709778305) | > loss_disc_real_3: 0.17672239243984222 (0.20542328005289512) | > loss_disc_real_4: 0.1920432150363922 (0.19816354330438768) | > loss_disc_real_5: 0.19809792935848236 (0.20405493839813846) | > loss_0: 2.0765018463134766 (2.213737506936067) | > grad_norm_0: tensor(44.3641, device='cuda:0') (tensor(30.5218, device='cuda:0')) | > loss_gen: 3.0050504207611084 (2.7731517039946394) | > loss_kl: 1.777573585510254 (1.7263420567895371) | > loss_feat: 8.82684326171875 (8.218095473129388) | > loss_mel: 13.415079116821289 (13.357092537149025) | > loss_duration: 1.670222520828247 (1.6917513861273328) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.69477081298828 (27.766433214619212) | > grad_norm_1: tensor(665.8212, device='cuda:0') (tensor(639.0129, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8165 (0.8513387224099932) | > loader_time: 0.0088 (0.0105961448084699)  --> TIME: 2025-05-09 21:37:07 -- STEP: 187/725 -- GLOBAL_STEP: 178000 | > loss_disc: 2.2708427906036377 (2.213882702557162) | > loss_disc_real_0: 0.13709360361099243 (0.1387924188598592) | > loss_disc_real_1: 0.1955910623073578 (0.1936711645062595) | > loss_disc_real_2: 0.1944510042667389 (0.1886631656776775) | > loss_disc_real_3: 0.21966147422790527 (0.20612489547640245) | > loss_disc_real_4: 0.17223863303661346 (0.19873716909298922) | > loss_disc_real_5: 0.1979818195104599 (0.20468771202678987) | > loss_0: 2.2708427906036377 (2.213882702557162) | > grad_norm_0: tensor(31.2404, device='cuda:0') (tensor(30.6919, device='cuda:0')) | > loss_gen: 2.498163938522339 (2.76633544401689) | > loss_kl: 1.704161524772644 (1.73322990361382) | > loss_feat: 6.9453606605529785 (8.205242218180773) | > loss_mel: 11.09232234954834 (13.299026927846) | > loss_duration: 1.7199534177780151 (1.6928923710144776) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.9599609375 (27.696726926507797) | > grad_norm_1: tensor(673.2367, device='cuda:0') (tensor(642.7868, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8446 (0.8499563964292964) | > loader_time: 0.0098 (0.010574984677972644) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_178000.pth  --> TIME: 2025-05-09 21:37:52 -- STEP: 237/725 -- GLOBAL_STEP: 178050 | > loss_disc: 2.275446891784668 (2.213585092045589) | > loss_disc_real_0: 0.13470393419265747 (0.13883474620082717) | > loss_disc_real_1: 0.19781504571437836 (0.19356257980885894) | > loss_disc_real_2: 0.23000755906105042 (0.18879623698534342) | > loss_disc_real_3: 0.20325946807861328 (0.20578353968350696) | > loss_disc_real_4: 0.19742967188358307 (0.19862677653630575) | > loss_disc_real_5: 0.20473778247833252 (0.20507671159028001) | > loss_0: 2.275446891784668 (2.213585092045589) | > grad_norm_0: tensor(15.3268, device='cuda:0') (tensor(30.3368, device='cuda:0')) | > loss_gen: 2.6155142784118652 (2.7669432998206545) | > loss_kl: 1.921462059020996 (1.732813547432171) | > loss_feat: 7.684103012084961 (8.236592403444055) | > loss_mel: 13.002378463745117 (13.331664250369816) | > loss_duration: 1.684733271598816 (1.6921087956126732) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.908191680908203 (27.76012233943376) | > grad_norm_1: tensor(523.6934, device='cuda:0') (tensor(636.3517, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8186 (0.8489832918352216) | > loader_time: 0.0092 (0.010589172065509526)  --> TIME: 2025-05-09 21:38:35 -- STEP: 287/725 -- GLOBAL_STEP: 178100 | > loss_disc: 2.3024165630340576 (2.217593737180227) | > loss_disc_real_0: 0.1650518774986267 (0.13882447086040992) | > loss_disc_real_1: 0.18192309141159058 (0.19392171730563204) | > loss_disc_real_2: 0.17588745057582855 (0.1893317819887753) | > loss_disc_real_3: 0.2346349060535431 (0.20643531642724414) | > loss_disc_real_4: 0.2026035487651825 (0.19885050227625445) | > loss_disc_real_5: 0.21674774587154388 (0.20532747931804388) | > loss_0: 2.3024165630340576 (2.217593737180227) | > grad_norm_0: tensor(40.1571, device='cuda:0') (tensor(29.7662, device='cuda:0')) | > loss_gen: 2.4946022033691406 (2.7599769211812304) | > loss_kl: 1.5231435298919678 (1.7264713447683784) | > loss_feat: 7.215376377105713 (8.194081676961655) | > loss_mel: 12.343127250671387 (13.31283974398304) | > loss_duration: 1.720176100730896 (1.692145236277829) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.296424865722656 (27.685514935217675) | > grad_norm_1: tensor(701.0419, device='cuda:0') (tensor(640.0413, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8034 (0.8477205291442338) | > loader_time: 0.0093 (0.010486755636926316)  --> TIME: 2025-05-09 21:39:18 -- STEP: 337/725 -- GLOBAL_STEP: 178150 | > loss_disc: 2.2455925941467285 (2.2145543501709644) | > loss_disc_real_0: 0.14546164870262146 (0.13846721696924388) | > loss_disc_real_1: 0.1782771348953247 (0.19359238233516762) | > loss_disc_real_2: 0.1697513461112976 (0.1891225357083963) | > loss_disc_real_3: 0.2230614572763443 (0.20601702001752772) | > loss_disc_real_4: 0.20938773453235626 (0.19853988510918547) | > loss_disc_real_5: 0.19997653365135193 (0.2050665961882481) | > loss_0: 2.2455925941467285 (2.2145543501709644) | > grad_norm_0: tensor(21.5841, device='cuda:0') (tensor(29.2688, device='cuda:0')) | > loss_gen: 2.697296142578125 (2.7617131913804864) | > loss_kl: 1.7104477882385254 (1.7254084359290698) | > loss_feat: 8.509554862976074 (8.215172304951475) | > loss_mel: 14.129630088806152 (13.320361420379548) | > loss_duration: 1.6689026355743408 (1.6917950905395185) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.715831756591797 (27.71445043999647) | > grad_norm_1: tensor(140.2111, device='cuda:0') (tensor(641.7779, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.863 (0.8473359831009136) | > loader_time: 0.01 (0.010504071719568634)  --> TIME: 2025-05-09 21:40:01 -- STEP: 387/725 -- GLOBAL_STEP: 178200 | > loss_disc: 2.189089298248291 (2.2125412311972896) | > loss_disc_real_0: 0.10274157673120499 (0.13833533656766567) | > loss_disc_real_1: 0.20980405807495117 (0.19353666370229203) | > loss_disc_real_2: 0.18471810221672058 (0.1892627642059203) | > loss_disc_real_3: 0.2031213343143463 (0.2054097898092689) | > loss_disc_real_4: 0.20243434607982635 (0.1984638227895865) | > loss_disc_real_5: 0.2121676355600357 (0.2046635319173182) | > loss_0: 2.189089298248291 (2.2125412311972896) | > grad_norm_0: tensor(28.9934, device='cuda:0') (tensor(29.5578, device='cuda:0')) | > loss_gen: 2.7151052951812744 (2.7676551656205537) | > loss_kl: 1.5395383834838867 (1.726686812494461) | > loss_feat: 7.740466117858887 (8.223224036145277) | > loss_mel: 12.98562240600586 (13.347855240183591) | > loss_duration: 1.762986183166504 (1.6917671491933417) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.743717193603516 (27.757188382998923) | > grad_norm_1: tensor(650.7081, device='cuda:0') (tensor(645.5491, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8608 (0.8475881103397338) | > loader_time: 0.01 (0.010569851527842445)  --> TIME: 2025-05-09 21:40:44 -- STEP: 437/725 -- GLOBAL_STEP: 178250 | > loss_disc: 2.2672905921936035 (2.2116893731756675) | > loss_disc_real_0: 0.2030411809682846 (0.138660829352296) | > loss_disc_real_1: 0.1927427053451538 (0.19373194627821855) | > loss_disc_real_2: 0.19302400946617126 (0.18912970242292984) | > loss_disc_real_3: 0.18924033641815186 (0.20551603954089318) | > loss_disc_real_4: 0.1989985555410385 (0.19849868285846928) | > loss_disc_real_5: 0.21514879167079926 (0.20424763718513383) | > loss_0: 2.2672905921936035 (2.2116893731756675) | > grad_norm_0: tensor(48.0853, device='cuda:0') (tensor(29.8034, device='cuda:0')) | > loss_gen: 2.8156843185424805 (2.7718696075937035) | > loss_kl: 1.7549934387207031 (1.7254922269956476) | > loss_feat: 8.618282318115234 (8.24475707724111) | > loss_mel: 13.029951095581055 (13.363923967566588) | > loss_duration: 1.6445565223693848 (1.6914909821625972) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.863466262817383 (27.797533812184632) | > grad_norm_1: tensor(884.1623, device='cuda:0') (tensor(645.2751, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8897 (0.8470230637207729) | > loader_time: 0.01 (0.010623880054639738)  --> TIME: 2025-05-09 21:41:27 -- STEP: 487/725 -- GLOBAL_STEP: 178300 | > loss_disc: 2.290788412094116 (2.212220099182834) | > loss_disc_real_0: 0.1651027649641037 (0.13899643564677103) | > loss_disc_real_1: 0.20334677398204803 (0.19387168212348185) | > loss_disc_real_2: 0.19207751750946045 (0.1892818829056174) | > loss_disc_real_3: 0.2132360190153122 (0.20541565013127652) | > loss_disc_real_4: 0.24657467007637024 (0.1984137762682149) | > loss_disc_real_5: 0.24461545050144196 (0.20402291888329038) | > loss_0: 2.290788412094116 (2.212220099182834) | > grad_norm_0: tensor(21.5600, device='cuda:0') (tensor(29.8965, device='cuda:0')) | > loss_gen: 2.8158340454101562 (2.7713570266778476) | > loss_kl: 1.563057541847229 (1.728639107465255) | > loss_feat: 7.787670135498047 (8.245221598192405) | > loss_mel: 13.153181076049805 (13.365181298226547) | > loss_duration: 1.6923909187316895 (1.6918011543931897) | > amp_scaler: 256.0 (258.10266940451754) | > loss_1: 27.012134552001953 (27.802200133306048) | > grad_norm_1: tensor(316.2813, device='cuda:0') (tensor(640.7147, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.815 (0.8467124379880618) | > loader_time: 0.0094 (0.010685591237500956)  --> TIME: 2025-05-09 21:42:10 -- STEP: 537/725 -- GLOBAL_STEP: 178350 | > loss_disc: 2.3321359157562256 (2.2088029546666634) | > loss_disc_real_0: 0.10985395312309265 (0.1384369590123718) | > loss_disc_real_1: 0.19112615287303925 (0.193549674732725) | > loss_disc_real_2: 0.19091160595417023 (0.18888937311465515) | > loss_disc_real_3: 0.21528181433677673 (0.20525430095706354) | > loss_disc_real_4: 0.21982164680957794 (0.1983482296573383) | > loss_disc_real_5: 0.1906205117702484 (0.2038301778072751) | > loss_0: 2.3321359157562256 (2.2088029546666634) | > grad_norm_0: tensor(29.1855, device='cuda:0') (tensor(30.0083, device='cuda:0')) | > loss_gen: 2.478839874267578 (2.773455047074644) | > loss_kl: 1.5812315940856934 (1.7317086362749954) | > loss_feat: 7.670438289642334 (8.267919430297622) | > loss_mel: 12.218701362609863 (13.38151321908393) | > loss_duration: 1.7126965522766113 (1.692060943200379) | > amp_scaler: 256.0 (257.906890130354) | > loss_1: 25.661907196044922 (27.84665721488399) | > grad_norm_1: tensor(659.5152, device='cuda:0') (tensor(644.3174, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8499 (0.8463159912791332) | > loader_time: 0.0115 (0.010685304023700057)  --> TIME: 2025-05-09 21:42:53 -- STEP: 587/725 -- GLOBAL_STEP: 178400 | > loss_disc: 2.3459625244140625 (2.207201864487877) | > loss_disc_real_0: 0.13864317536354065 (0.1381166842234604) | > loss_disc_real_1: 0.25425469875335693 (0.19345192499522249) | > loss_disc_real_2: 0.18396250903606415 (0.18869298577207116) | > loss_disc_real_3: 0.23039914667606354 (0.20511959353541195) | > loss_disc_real_4: 0.2513901889324188 (0.19816552871739845) | > loss_disc_real_5: 0.2116524875164032 (0.2038644617724866) | > loss_0: 2.3459625244140625 (2.207201864487877) | > grad_norm_0: tensor(11.3552, device='cuda:0') (tensor(30.0360, device='cuda:0')) | > loss_gen: 2.7433786392211914 (2.77478072793561) | > loss_kl: 1.7081148624420166 (1.7324467864922002) | > loss_feat: 7.275416851043701 (8.272501315940586) | > loss_mel: 12.575387001037598 (13.374893464668443) | > loss_duration: 1.667116641998291 (1.6917106402590487) | > amp_scaler: 256.0 (257.74446337308365) | > loss_1: 25.969411849975586 (27.84633287173114) | > grad_norm_1: tensor(594.2159, device='cuda:0') (tensor(644.1569, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8472 (0.8469703692999971) | > loader_time: 0.0118 (0.01069926687562283)  --> TIME: 2025-05-09 21:43:36 -- STEP: 637/725 -- GLOBAL_STEP: 178450 | > loss_disc: 2.2797718048095703 (2.209226147720541) | > loss_disc_real_0: 0.11827362328767776 (0.13872110074038058) | > loss_disc_real_1: 0.1965414434671402 (0.19350915595163912) | > loss_disc_real_2: 0.1990838199853897 (0.18891263854934068) | > loss_disc_real_3: 0.2342950403690338 (0.2052696846905084) | > loss_disc_real_4: 0.15582601726055145 (0.1982144629188011) | > loss_disc_real_5: 0.20522856712341309 (0.2039633751196241) | > loss_0: 2.2797718048095703 (2.209226147720541) | > grad_norm_0: tensor(40.9066, device='cuda:0') (tensor(30.2600, device='cuda:0')) | > loss_gen: 2.6904714107513428 (2.7724815421800586) | > loss_kl: 1.706494688987732 (1.7330861780295383) | > loss_feat: 8.594451904296875 (8.25943514990096) | > loss_mel: 13.630528450012207 (13.357263304562172) | > loss_duration: 1.6633915901184082 (1.6915781576554854) | > amp_scaler: 256.0 (257.6075353218211) | > loss_1: 28.285337448120117 (27.81384427655997) | > grad_norm_1: tensor(777.6987, device='cuda:0') (tensor(640.8979, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8295 (0.8467563736944033) | > loader_time: 0.0097 (0.010698471189106646)  --> TIME: 2025-05-09 21:44:19 -- STEP: 687/725 -- GLOBAL_STEP: 178500 | > loss_disc: 2.195774555206299 (2.2092685947598687) | > loss_disc_real_0: 0.10778822004795074 (0.138697430881871) | > loss_disc_real_1: 0.1986454874277115 (0.19352673855237396) | > loss_disc_real_2: 0.15787677466869354 (0.1889506677569609) | > loss_disc_real_3: 0.17295603454113007 (0.20532794227332873) | > loss_disc_real_4: 0.17894506454467773 (0.19828947428532567) | > loss_disc_real_5: 0.1934114694595337 (0.20386679310031688) | > loss_0: 2.195774555206299 (2.2092685947598687) | > grad_norm_0: tensor(26.3350, device='cuda:0') (tensor(30.5792, device='cuda:0')) | > loss_gen: 2.7709648609161377 (2.7728167437396514) | > loss_kl: 1.709498643875122 (1.735827928026691) | > loss_feat: 9.358797073364258 (8.266070931585947) | > loss_mel: 13.543586730957031 (13.371081420254326) | > loss_duration: 1.6930148601531982 (1.6915031176987694) | > amp_scaler: 256.0 (257.4905385735078) | > loss_1: 29.07586097717285 (27.837300074326073) | > grad_norm_1: tensor(602.4392, device='cuda:0') (tensor(641.1623, device='cuda:0')) | > current_lr_0: 0.000195501087985768 | > current_lr_1: 0.000195501087985768 | > step_time: 0.8715 (0.8461526477874799) | > loader_time: 0.0097 (0.010661833497981655)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.131625175476074 (2.131625175476074) | > loss_disc_real_0: 0.18421576917171478 (0.18421576917171478) | > loss_disc_real_1: 0.15325096249580383 (0.15325096249580383) | > loss_disc_real_2: 0.18607895076274872 (0.18607895076274872) | > loss_disc_real_3: 0.18567349016666412 (0.18567349016666412) | > loss_disc_real_4: 0.23069868981838226 (0.23069868981838226) | > loss_disc_real_5: 0.2207757532596588 (0.2207757532596588) | > loss_0: 2.131625175476074 (2.131625175476074) | > loss_gen: 3.0378000736236572 (3.0378000736236572) | > loss_kl: 2.169079303741455 (2.169079303741455) | > loss_feat: 9.61247730255127 (9.61247730255127) | > loss_mel: 15.417861938476562 (15.417861938476562) | > loss_duration: 1.676965594291687 (1.676965594291687) | > loss_1: 31.9141845703125 (31.9141845703125)  --> STEP: 1 | > loss_disc: 2.386369228363037 (2.386369228363037) | > loss_disc_real_0: 0.20101682841777802 (0.20101682841777802) | > loss_disc_real_1: 0.19162502884864807 (0.19162502884864807) | > loss_disc_real_2: 0.23775151371955872 (0.23775151371955872) | > loss_disc_real_3: 0.21495436131954193 (0.21495436131954193) | > loss_disc_real_4: 0.2517067492008209 (0.2517067492008209) | > loss_disc_real_5: 0.23979751765727997 (0.23979751765727997) | > loss_0: 2.386369228363037 (2.386369228363037) | > loss_gen: 2.7378551959991455 (2.7378551959991455) | > loss_kl: 2.0727555751800537 (2.0727555751800537) | > loss_feat: 7.468501091003418 (7.468501091003418) | > loss_mel: 13.179471015930176 (13.179471015930176) | > loss_duration: 1.7849791049957275 (1.7849791049957275) | > loss_1: 27.243562698364258 (27.243562698364258)  --> STEP: 2 | > loss_disc: 2.3418173789978027 (2.36409330368042) | > loss_disc_real_0: 0.20778794586658478 (0.2044023871421814) | > loss_disc_real_1: 0.1727634072303772 (0.18219421803951263) | > loss_disc_real_2: 0.220689594745636 (0.22922055423259735) | > loss_disc_real_3: 0.2138492465019226 (0.21440180391073227) | > loss_disc_real_4: 0.26335179805755615 (0.25752927362918854) | > loss_disc_real_5: 0.21358592808246613 (0.22669172286987305) | > loss_0: 2.3418173789978027 (2.36409330368042) | > loss_gen: 2.7077016830444336 (2.7227784395217896) | > loss_kl: 1.9868054389953613 (2.0297805070877075) | > loss_feat: 6.910479545593262 (7.18949031829834) | > loss_mel: 12.696355819702148 (12.937913417816162) | > loss_duration: 1.8300354480743408 (1.8075072765350342) | > loss_1: 26.131378173828125 (26.68747043609619)  --> STEP: 3 | > loss_disc: 2.319772720336914 (2.3493197758992515) | > loss_disc_real_0: 0.23197081685066223 (0.21359186371167502) | > loss_disc_real_1: 0.17164172232151031 (0.17867671946684519) | > loss_disc_real_2: 0.22072966396808624 (0.22639025747776031) | > loss_disc_real_3: 0.21694594621658325 (0.21524985134601593) | > loss_disc_real_4: 0.24498385190963745 (0.2533474663893382) | > loss_disc_real_5: 0.22098921239376068 (0.22479088604450226) | > loss_0: 2.319772720336914 (2.3493197758992515) | > loss_gen: 2.854889154434204 (2.7668153444925943) | > loss_kl: 1.9067668914794922 (1.9887759685516357) | > loss_feat: 7.262660026550293 (7.213880221048991) | > loss_mel: 13.619013786315918 (13.164946873982748) | > loss_duration: 1.7926850318908691 (1.8025665283203125) | > loss_1: 27.43601417541504 (26.93698501586914)  --> STEP: 4 | > loss_disc: 2.1837143898010254 (2.307918429374695) | > loss_disc_real_0: 0.19014331698417664 (0.20772972702980042) | > loss_disc_real_1: 0.163007453083992 (0.1747594028711319) | > loss_disc_real_2: 0.19074544310569763 (0.21747905388474464) | > loss_disc_real_3: 0.19492392241954803 (0.21016836911439896) | > loss_disc_real_4: 0.2751646637916565 (0.25880176573991776) | > loss_disc_real_5: 0.1975950300693512 (0.2179919220507145) | > loss_0: 2.1837143898010254 (2.307918429374695) | > loss_gen: 2.991793155670166 (2.8230597972869873) | > loss_kl: 1.6922962665557861 (1.9146560430526733) | > loss_feat: 8.819292068481445 (7.6152331829071045) | > loss_mel: 15.205910682678223 (13.675187826156616) | > loss_duration: 1.7441682815551758 (1.7879669666290283) | > loss_1: 30.453460693359375 (27.8161039352417) --> EVAL PERFORMANCE | > avg_loader_time: 0.28066879510879517 (+0.0028256773948669434) | > avg_loss_disc: 2.307918429374695 (+0.11005377769470215) | > avg_loss_disc_real_0: 0.20772972702980042 (+0.024755682796239853) | > avg_loss_disc_real_1: 0.1747594028711319 (+0.016068175435066223) | > avg_loss_disc_real_2: 0.21747905388474464 (+0.09577044658362865) | > avg_loss_disc_real_3: 0.21016836911439896 (-0.01611199602484703) | > avg_loss_disc_real_4: 0.25880176573991776 (+0.03463839739561081) | > avg_loss_disc_real_5: 0.2179919220507145 (-0.021664973348379135) | > avg_loss_0: 2.307918429374695 (+0.11005377769470215) | > avg_loss_gen: 2.8230597972869873 (+0.1299331784248352) | > avg_loss_kl: 1.9146560430526733 (-0.05326920747756958) | > avg_loss_feat: 7.6152331829071045 (-1.5865471363067627) | > avg_loss_mel: 13.675187826156616 (-2.002020835876465) | > avg_loss_duration: 1.7879669666290283 (-0.006164193153381348) | > avg_loss_1: 27.8161039352417 (-3.5180678367614746)  > EPOCH: 183/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 21:44:58)   --> TIME: 2025-05-09 21:45:10 -- STEP: 12/725 -- GLOBAL_STEP: 178550 | > loss_disc: 2.097996473312378 (2.2168895403544107) | > loss_disc_real_0: 0.0980604737997055 (0.14447352041800818) | > loss_disc_real_1: 0.2008092999458313 (0.19808898121118546) | > loss_disc_real_2: 0.2088892012834549 (0.19273734837770462) | > loss_disc_real_3: 0.2043747901916504 (0.204060859978199) | > loss_disc_real_4: 0.18344666063785553 (0.19783891985813776) | > loss_disc_real_5: 0.1733306646347046 (0.19633842756350836) | > loss_0: 2.097996473312378 (2.2168895403544107) | > grad_norm_0: tensor(33.8512, device='cuda:0') (tensor(36.5168, device='cuda:0')) | > loss_gen: 3.0028586387634277 (2.822162310282389) | > loss_kl: 1.5274379253387451 (1.7180618445078533) | > loss_feat: 9.735735893249512 (8.530534783999125) | > loss_mel: 14.588081359863281 (13.836820443471273) | > loss_duration: 1.7146508693695068 (1.6912965973218281) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.56876564025879 (28.598875999450684) | > grad_norm_1: tensor(1013.9644, device='cuda:0') (tensor(726.0075, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8434 (0.8341226776440939) | > loader_time: 0.0089 (0.010005712509155273)  --> TIME: 2025-05-09 21:45:54 -- STEP: 62/725 -- GLOBAL_STEP: 178600 | > loss_disc: 2.125319480895996 (2.2140060086404123) | > loss_disc_real_0: 0.1008199006319046 (0.13458500946721716) | > loss_disc_real_1: 0.21039526164531708 (0.19554387802077874) | > loss_disc_real_2: 0.19479943811893463 (0.19021405784353126) | > loss_disc_real_3: 0.1969262808561325 (0.2047369840645021) | > loss_disc_real_4: 0.1723768711090088 (0.19859447017792733) | > loss_disc_real_5: 0.1944633573293686 (0.20581665010221542) | > loss_0: 2.125319480895996 (2.2140060086404123) | > grad_norm_0: tensor(26.5975, device='cuda:0') (tensor(30.6088, device='cuda:0')) | > loss_gen: 2.9163739681243896 (2.766519850300204) | > loss_kl: 1.6122876405715942 (1.726448614751139) | > loss_feat: 9.237460136413574 (8.359534801975377) | > loss_mel: 15.021275520324707 (13.480148623066563) | > loss_duration: 1.746232032775879 (1.6855499763642587) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.53363037109375 (28.01820195105768) | > grad_norm_1: tensor(906.3683, device='cuda:0') (tensor(686.9107, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8498 (0.8526722846492645) | > loader_time: 0.01 (0.00998841562578755)  --> TIME: 2025-05-09 21:46:37 -- STEP: 112/725 -- GLOBAL_STEP: 178650 | > loss_disc: 2.128455638885498 (2.205114204968724) | > loss_disc_real_0: 0.17596586048603058 (0.13580663721742375) | > loss_disc_real_1: 0.16722407937049866 (0.19351479717131173) | > loss_disc_real_2: 0.2268633395433426 (0.18861841782927513) | > loss_disc_real_3: 0.19341976940631866 (0.20428378627236402) | > loss_disc_real_4: 0.20291802287101746 (0.19899207007672107) | > loss_disc_real_5: 0.1984381526708603 (0.20498405170759984) | > loss_0: 2.128455638885498 (2.205114204968724) | > grad_norm_0: tensor(44.1083, device='cuda:0') (tensor(31.1909, device='cuda:0')) | > loss_gen: 2.9064204692840576 (2.772227068032536) | > loss_kl: 1.739614486694336 (1.738222133900438) | > loss_feat: 8.92562198638916 (8.319891776357384) | > loss_mel: 13.255352020263672 (13.364672924791064) | > loss_duration: 1.7031406164169312 (1.691676676273346) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.530149459838867 (27.886690633637564) | > grad_norm_1: tensor(761.2648, device='cuda:0') (tensor(689.3964, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8376 (0.8572682120970317) | > loader_time: 0.0094 (0.009951987436839513)  --> TIME: 2025-05-09 21:47:21 -- STEP: 162/725 -- GLOBAL_STEP: 178700 | > loss_disc: 2.106759548187256 (2.2099244918352285) | > loss_disc_real_0: 0.11483436077833176 (0.13815270433271368) | > loss_disc_real_1: 0.18313492834568024 (0.19291229628854328) | > loss_disc_real_2: 0.17037242650985718 (0.18848137069999435) | > loss_disc_real_3: 0.16350488364696503 (0.2045227348068614) | > loss_disc_real_4: 0.18024292588233948 (0.1991507468032248) | > loss_disc_real_5: 0.22174985706806183 (0.20440271735927204) | > loss_0: 2.106759548187256 (2.2099244918352285) | > grad_norm_0: tensor(35.8545, device='cuda:0') (tensor(31.0435, device='cuda:0')) | > loss_gen: 2.993778944015503 (2.7724493271038844) | > loss_kl: 1.7816340923309326 (1.7356827899261758) | > loss_feat: 9.770739555358887 (8.283668991960136) | > loss_mel: 14.952507019042969 (13.340817922427334) | > loss_duration: 1.6460012197494507 (1.6916961934831407) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.14466094970703 (27.824315247712313) | > grad_norm_1: tensor(628.2635, device='cuda:0') (tensor(669.1656, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8445 (0.8546812357725919) | > loader_time: 0.0095 (0.009931720333334844)  --> TIME: 2025-05-09 21:48:04 -- STEP: 212/725 -- GLOBAL_STEP: 178750 | > loss_disc: 2.3170571327209473 (2.2088790547172943) | > loss_disc_real_0: 0.14888738095760345 (0.13756986651218162) | > loss_disc_real_1: 0.20681199431419373 (0.19309848153366233) | > loss_disc_real_2: 0.19526824355125427 (0.18897475386565588) | > loss_disc_real_3: 0.1979641318321228 (0.20447195574360075) | > loss_disc_real_4: 0.2302156388759613 (0.19919341676077754) | > loss_disc_real_5: 0.1934124082326889 (0.2039775847685787) | > loss_0: 2.3170571327209473 (2.2088790547172943) | > grad_norm_0: tensor(14.2065, device='cuda:0') (tensor(31.3822, device='cuda:0')) | > loss_gen: 2.5592873096466064 (2.772181214026686) | > loss_kl: 1.7127541303634644 (1.7379298924275164) | > loss_feat: 6.570884704589844 (8.261609673500063) | > loss_mel: 11.623443603515625 (13.334279438234727) | > loss_duration: 1.7052302360534668 (1.6917152950223886) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.171600341796875 (27.797715510962146) | > grad_norm_1: tensor(247.2418, device='cuda:0') (tensor(663.8181, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8528 (0.8542883114994696) | > loader_time: 0.0099 (0.00990536752736794)  --> TIME: 2025-05-09 21:48:47 -- STEP: 262/725 -- GLOBAL_STEP: 178800 | > loss_disc: 2.2294983863830566 (2.215100090012293) | > loss_disc_real_0: 0.10128042846918106 (0.1382744335604988) | > loss_disc_real_1: 0.18134503066539764 (0.19367586292383324) | > loss_disc_real_2: 0.19751018285751343 (0.1895331864934841) | > loss_disc_real_3: 0.18624961376190186 (0.20491665704104736) | > loss_disc_real_4: 0.22879496216773987 (0.19940011942659625) | > loss_disc_real_5: 0.18407827615737915 (0.20441780438404958) | > loss_0: 2.2294983863830566 (2.215100090012293) | > grad_norm_0: tensor(23.0304, device='cuda:0') (tensor(30.7276, device='cuda:0')) | > loss_gen: 2.6651577949523926 (2.7616192903227486) | > loss_kl: 1.8337281942367554 (1.7396576818619065) | > loss_feat: 7.852670669555664 (8.226788628192349) | > loss_mel: 12.975793838500977 (13.299338995955374) | > loss_duration: 1.6769065856933594 (1.692536810882219) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.004257202148438 (27.719941343059975) | > grad_norm_1: tensor(665.1652, device='cuda:0') (tensor(659.8699, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.876 (0.8528934471479808) | > loader_time: 0.0105 (0.009915643975934915)  --> TIME: 2025-05-09 21:49:30 -- STEP: 312/725 -- GLOBAL_STEP: 178850 | > loss_disc: 2.3589835166931152 (2.21473534290607) | > loss_disc_real_0: 0.09975656867027283 (0.1386947059191954) | > loss_disc_real_1: 0.19036024808883667 (0.19362164221895048) | > loss_disc_real_2: 0.19903001189231873 (0.18967515631363954) | > loss_disc_real_3: 0.22477206587791443 (0.20509719882064903) | > loss_disc_real_4: 0.2036658078432083 (0.19912147736893251) | > loss_disc_real_5: 0.1758141815662384 (0.2036081732561191) | > loss_0: 2.3589835166931152 (2.21473534290607) | > grad_norm_0: tensor(30.9150, device='cuda:0') (tensor(31.1225, device='cuda:0')) | > loss_gen: 2.497309923171997 (2.7643116383980497) | > loss_kl: 1.8235968351364136 (1.7326641101867726) | > loss_feat: 7.389769554138184 (8.213433812826109) | > loss_mel: 12.965627670288086 (13.287473210921654) | > loss_duration: 1.6832122802734375 (1.6914558211962378) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.359516143798828 (27.689338537362907) | > grad_norm_1: tensor(174.8586, device='cuda:0') (tensor(659.5416, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8468 (0.851544924271412) | > loader_time: 0.0102 (0.009923717150321375)  --> TIME: 2025-05-09 21:50:13 -- STEP: 362/725 -- GLOBAL_STEP: 178900 | > loss_disc: 2.346628189086914 (2.215579333884937) | > loss_disc_real_0: 0.15822628140449524 (0.13884114309404436) | > loss_disc_real_1: 0.20081722736358643 (0.1937795757259454) | > loss_disc_real_2: 0.18940430879592896 (0.18978043044634288) | > loss_disc_real_3: 0.20370155572891235 (0.20519758098197904) | > loss_disc_real_4: 0.20130664110183716 (0.19894424010870865) | > loss_disc_real_5: 0.21602950990200043 (0.20422971746704197) | > loss_0: 2.346628189086914 (2.215579333884937) | > grad_norm_0: tensor(46.0902, device='cuda:0') (tensor(30.9891, device='cuda:0')) | > loss_gen: 2.623328685760498 (2.7619398911354973) | > loss_kl: 1.9525433778762817 (1.7310161946228195) | > loss_feat: 7.090259552001953 (8.209801241837814) | > loss_mel: 12.620866775512695 (13.297520827193287) | > loss_duration: 1.6387813091278076 (1.689950091733458) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.925779342651367 (27.69022821984897) | > grad_norm_1: tensor(358.7799, device='cuda:0') (tensor(658.1616, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8519 (0.8518790158118987) | > loader_time: 0.0098 (0.009895872015979409)  --> TIME: 2025-05-09 21:50:57 -- STEP: 412/725 -- GLOBAL_STEP: 178950 | > loss_disc: 2.355255603790283 (2.214859312020455) | > loss_disc_real_0: 0.13497599959373474 (0.13881299353557294) | > loss_disc_real_1: 0.22707359492778778 (0.1936725586725092) | > loss_disc_real_2: 0.24381664395332336 (0.18963423628106857) | > loss_disc_real_3: 0.24499842524528503 (0.20509027606509264) | > loss_disc_real_4: 0.23233063519001007 (0.1985669329183773) | > loss_disc_real_5: 0.20869600772857666 (0.20469425929692184) | > loss_0: 2.355255603790283 (2.214859312020455) | > grad_norm_0: tensor(31.7514, device='cuda:0') (tensor(30.8112, device='cuda:0')) | > loss_gen: 2.726290702819824 (2.764383078200148) | > loss_kl: 1.7516149282455444 (1.7297391891479492) | > loss_feat: 7.212254047393799 (8.21608849520822) | > loss_mel: 11.608147621154785 (13.307945445903297) | > loss_duration: 1.689695954322815 (1.6898349792633238) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.988004684448242 (27.70799116023536) | > grad_norm_1: tensor(635.1318, device='cuda:0') (tensor(657.4734, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8489 (0.8516264835607655) | > loader_time: 0.0094 (0.009880293920202166)  --> TIME: 2025-05-09 21:51:39 -- STEP: 462/725 -- GLOBAL_STEP: 179000 | > loss_disc: 2.287689208984375 (2.215390902060962) | > loss_disc_real_0: 0.1512317657470703 (0.13860938215862098) | > loss_disc_real_1: 0.19082148373126984 (0.1936124153273963) | > loss_disc_real_2: 0.22025257349014282 (0.18966581549866374) | > loss_disc_real_3: 0.24121451377868652 (0.20518013331797216) | > loss_disc_real_4: 0.16680072247982025 (0.1987839856253558) | > loss_disc_real_5: 0.22267723083496094 (0.2048752156622482) | > loss_0: 2.287689208984375 (2.215390902060962) | > grad_norm_0: tensor(34.9501, device='cuda:0') (tensor(30.4930, device='cuda:0')) | > loss_gen: 2.7108349800109863 (2.7641459956313645) | > loss_kl: 1.5720669031143188 (1.7234935027696354) | > loss_feat: 8.650726318359375 (8.223865685524878) | > loss_mel: 13.759726524353027 (13.321073282332648) | > loss_duration: 1.7192487716674805 (1.6896687108716921) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.41260528564453 (27.722247181516707) | > grad_norm_1: tensor(699.1708, device='cuda:0') (tensor(657.9781, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8032 (0.8506199828474034) | > loader_time: 0.011 (0.009844119414622654) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_179000.pth  --> TIME: 2025-05-09 21:52:25 -- STEP: 512/725 -- GLOBAL_STEP: 179050 | > loss_disc: 2.029038429260254 (2.2167116138152734) | > loss_disc_real_0: 0.0703602060675621 (0.13939651910914103) | > loss_disc_real_1: 0.15613287687301636 (0.1934077162877657) | > loss_disc_real_2: 0.19998937845230103 (0.18956441720365547) | > loss_disc_real_3: 0.1803337186574936 (0.2049936434486881) | > loss_disc_real_4: 0.16679005324840546 (0.19897687100456096) | > loss_disc_real_5: 0.2056664526462555 (0.2049785262788646) | > loss_0: 2.029038429260254 (2.2167116138152734) | > grad_norm_0: tensor(26.3936, device='cuda:0') (tensor(30.7465, device='cuda:0')) | > loss_gen: 2.930487871170044 (2.7618332458660024) | > loss_kl: 1.6673526763916016 (1.7217778735794127) | > loss_feat: 9.432393074035645 (8.202074932865797) | > loss_mel: 14.481537818908691 (13.292369283735752) | > loss_duration: 1.6201488971710205 (1.6903329123742876) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.131921768188477 (27.66838825121522) | > grad_norm_1: tensor(711.3976, device='cuda:0') (tensor(654.8444, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8408 (0.8506745370104907) | > loader_time: 0.0103 (0.009859004523605112)  --> TIME: 2025-05-09 21:53:09 -- STEP: 562/725 -- GLOBAL_STEP: 179100 | > loss_disc: 2.0835421085357666 (2.216355286671169) | > loss_disc_real_0: 0.12017291784286499 (0.14007168093504002) | > loss_disc_real_1: 0.17624077200889587 (0.1932267734906852) | > loss_disc_real_2: 0.1618364155292511 (0.1892069963957067) | > loss_disc_real_3: 0.19161413609981537 (0.20494773572980293) | > loss_disc_real_4: 0.17107434570789337 (0.19879974321432384) | > loss_disc_real_5: 0.17300096154212952 (0.20494243868517287) | > loss_0: 2.0835421085357666 (2.216355286671169) | > grad_norm_0: tensor(22.9398, device='cuda:0') (tensor(30.6161, device='cuda:0')) | > loss_gen: 2.79567551612854 (2.763590514871999) | > loss_kl: 1.7164973020553589 (1.723314949838292) | > loss_feat: 8.796992301940918 (8.220117657210054) | > loss_mel: 14.645630836486816 (13.320102696741182) | > loss_duration: 1.6817632913589478 (1.6906002365397383) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.636558532714844 (27.71772606601919) | > grad_norm_1: tensor(296.3408, device='cuda:0') (tensor(644.9559, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.9148 (0.8512641709046006) | > loader_time: 0.0097 (0.00986864303778924)  --> TIME: 2025-05-09 21:53:52 -- STEP: 612/725 -- GLOBAL_STEP: 179150 | > loss_disc: 2.1424448490142822 (2.2151895767333403) | > loss_disc_real_0: 0.12060774117708206 (0.14003299465220356) | > loss_disc_real_1: 0.18937161564826965 (0.19314743137729729) | > loss_disc_real_2: 0.19146010279655457 (0.18926247871584362) | > loss_disc_real_3: 0.19473913311958313 (0.204879044585563) | > loss_disc_real_4: 0.1981770247220993 (0.19860516512900392) | > loss_disc_real_5: 0.20685246586799622 (0.20472128501807169) | > loss_0: 2.1424448490142822 (2.2151895767333403) | > grad_norm_0: tensor(15.6023, device='cuda:0') (tensor(30.5228, device='cuda:0')) | > loss_gen: 2.8454036712646484 (2.7651553898075822) | > loss_kl: 1.5634945631027222 (1.7226513591077592) | > loss_feat: 8.102629661560059 (8.218595756424792) | > loss_mel: 12.845833778381348 (13.315911389643851) | > loss_duration: 1.6185239553451538 (1.690383209122552) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.975887298583984 (27.71269711637809) | > grad_norm_1: tensor(657.4053, device='cuda:0') (tensor(644.9218, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.804 (0.8514641796062196) | > loader_time: 0.0094 (0.009877935344097678)  --> TIME: 2025-05-09 21:54:35 -- STEP: 662/725 -- GLOBAL_STEP: 179200 | > loss_disc: 2.2689476013183594 (2.2149045778905463) | > loss_disc_real_0: 0.16544945538043976 (0.13976247186612153) | > loss_disc_real_1: 0.19181941449642181 (0.19319211561063993) | > loss_disc_real_2: 0.16968975961208344 (0.18924118740501011) | > loss_disc_real_3: 0.178121879696846 (0.20502898995159616) | > loss_disc_real_4: 0.20631100237369537 (0.19867309047826467) | > loss_disc_real_5: 0.21664071083068848 (0.20494388928496227) | > loss_0: 2.2689476013183594 (2.2149045778905463) | > grad_norm_0: tensor(14.8907, device='cuda:0') (tensor(30.4378, device='cuda:0')) | > loss_gen: 2.540308713912964 (2.7652514060098223) | > loss_kl: 1.7501804828643799 (1.7229155197604544) | > loss_feat: 7.735597610473633 (8.222322554026471) | > loss_mel: 12.766464233398438 (13.323997535014081) | > loss_duration: 1.7070980072021484 (1.6908448214257232) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.499649047851562 (27.72533185100268) | > grad_norm_1: tensor(210.1921, device='cuda:0') (tensor(642.9635, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8624 (0.8508506534322872) | > loader_time: 0.0101 (0.009868645596000014)  --> TIME: 2025-05-09 21:55:18 -- STEP: 712/725 -- GLOBAL_STEP: 179250 | > loss_disc: 2.138397216796875 (2.214469503653177) | > loss_disc_real_0: 0.1127588078379631 (0.1398020286133952) | > loss_disc_real_1: 0.1903676688671112 (0.19322597084755316) | > loss_disc_real_2: 0.20948581397533417 (0.18953833383706856) | > loss_disc_real_3: 0.1989203691482544 (0.20501826649134078) | > loss_disc_real_4: 0.21784786880016327 (0.19865137328174007) | > loss_disc_real_5: 0.18324750661849976 (0.20454121397787264) | > loss_0: 2.138397216796875 (2.214469503653177) | > grad_norm_0: tensor(26.4423, device='cuda:0') (tensor(30.4750, device='cuda:0')) | > loss_gen: 2.7493133544921875 (2.7669082377733782) | > loss_kl: 1.8771237134933472 (1.7261269045679757) | > loss_feat: 7.639415264129639 (8.22076172775096) | > loss_mel: 13.224796295166016 (13.322866718420821) | > loss_duration: 1.6879527568817139 (1.690357031447164) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.178600311279297 (27.72702063067576) | > grad_norm_1: tensor(751.2579, device='cuda:0') (tensor(642.9869, device='cuda:0')) | > current_lr_0: 0.00019547665034976976 | > current_lr_1: 0.00019547665034976976 | > step_time: 0.8208 (0.8508915499355016) | > loader_time: 0.012 (0.009879406918300686)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1339762210845947 (2.1339762210845947) | > loss_disc_real_0: 0.09974386543035507 (0.09974386543035507) | > loss_disc_real_1: 0.1702014058828354 (0.1702014058828354) | > loss_disc_real_2: 0.1723344922065735 (0.1723344922065735) | > loss_disc_real_3: 0.17855899035930634 (0.17855899035930634) | > loss_disc_real_4: 0.19696305692195892 (0.19696305692195892) | > loss_disc_real_5: 0.22122609615325928 (0.22122609615325928) | > loss_0: 2.1339762210845947 (2.1339762210845947) | > loss_gen: 2.6668848991394043 (2.6668848991394043) | > loss_kl: 1.904585838317871 (1.904585838317871) | > loss_feat: 9.670661926269531 (9.670661926269531) | > loss_mel: 15.004666328430176 (15.004666328430176) | > loss_duration: 1.6953446865081787 (1.6953446865081787) | > loss_1: 30.9421443939209 (30.9421443939209)  --> STEP: 1 | > loss_disc: 2.1099815368652344 (2.1099815368652344) | > loss_disc_real_0: 0.09729648381471634 (0.09729648381471634) | > loss_disc_real_1: 0.15802906453609467 (0.15802906453609467) | > loss_disc_real_2: 0.1740380823612213 (0.1740380823612213) | > loss_disc_real_3: 0.17670488357543945 (0.17670488357543945) | > loss_disc_real_4: 0.1765805333852768 (0.1765805333852768) | > loss_disc_real_5: 0.20699261128902435 (0.20699261128902435) | > loss_0: 2.1099815368652344 (2.1099815368652344) | > loss_gen: 2.639456272125244 (2.639456272125244) | > loss_kl: 2.100762367248535 (2.100762367248535) | > loss_feat: 9.300226211547852 (9.300226211547852) | > loss_mel: 15.030068397521973 (15.030068397521973) | > loss_duration: 1.7901512384414673 (1.7901512384414673) | > loss_1: 30.86066436767578 (30.86066436767578)  --> STEP: 2 | > loss_disc: 2.142876625061035 (2.1264290809631348) | > loss_disc_real_0: 0.13848020136356354 (0.11788834258913994) | > loss_disc_real_1: 0.16869015991687775 (0.1633596122264862) | > loss_disc_real_2: 0.1674882173538208 (0.17076314985752106) | > loss_disc_real_3: 0.17511793971061707 (0.17591141164302826) | > loss_disc_real_4: 0.2052786946296692 (0.190929614007473) | > loss_disc_real_5: 0.22188228368759155 (0.21443744748830795) | > loss_0: 2.142876625061035 (2.1264290809631348) | > loss_gen: 2.6481339931488037 (2.643795132637024) | > loss_kl: 1.9552172422409058 (2.0279898047447205) | > loss_feat: 8.75654125213623 (9.028383731842041) | > loss_mel: 14.214726448059082 (14.622397422790527) | > loss_duration: 1.8213008642196655 (1.8057260513305664) | > loss_1: 29.395919799804688 (30.128292083740234)  --> STEP: 3 | > loss_disc: 2.088824510574341 (2.11389422416687) | > loss_disc_real_0: 0.10595235228538513 (0.11390967915455501) | > loss_disc_real_1: 0.1659998595714569 (0.16423969467480978) | > loss_disc_real_2: 0.1614564210176468 (0.1676609069108963) | > loss_disc_real_3: 0.1615680754184723 (0.17113029956817627) | > loss_disc_real_4: 0.19153882563114166 (0.1911326845486959) | > loss_disc_real_5: 0.1872873604297638 (0.20538741846879324) | > loss_0: 2.088824510574341 (2.11389422416687) | > loss_gen: 2.628730058670044 (2.6387734413146973) | > loss_kl: 2.079395294189453 (2.045124967892965) | > loss_feat: 9.645264625549316 (9.234010696411133) | > loss_mel: 15.154746055603027 (14.799846967061361) | > loss_duration: 1.7854504585266113 (1.7989675203959148) | > loss_1: 31.29358673095703 (30.5167236328125)  --> STEP: 4 | > loss_disc: 2.0666344165802 (2.1020792722702026) | > loss_disc_real_0: 0.09627871960401535 (0.10950193926692009) | > loss_disc_real_1: 0.1641886830329895 (0.1642269417643547) | > loss_disc_real_2: 0.14073535799980164 (0.16092951968312263) | > loss_disc_real_3: 0.14897915720939636 (0.1655925139784813) | > loss_disc_real_4: 0.19635924696922302 (0.19243932515382767) | > loss_disc_real_5: 0.1813555806875229 (0.19937945902347565) | > loss_0: 2.0666344165802 (2.1020792722702026) | > loss_gen: 2.5652709007263184 (2.6203978061676025) | > loss_kl: 1.9122432470321655 (2.011904537677765) | > loss_feat: 9.1057710647583 (9.201950788497925) | > loss_mel: 14.521376609802246 (14.730229377746582) | > loss_duration: 1.7337915897369385 (1.7826735377311707) | > loss_1: 29.83845329284668 (30.347156047821045) --> EVAL PERFORMANCE | > avg_loader_time: 0.277466356754303 (-0.0032024383544921875) | > avg_loss_disc: 2.1020792722702026 (-0.2058391571044922) | > avg_loss_disc_real_0: 0.10950193926692009 (-0.09822778776288033) | > avg_loss_disc_real_1: 0.1642269417643547 (-0.010532461106777191) | > avg_loss_disc_real_2: 0.16092951968312263 (-0.05654953420162201) | > avg_loss_disc_real_3: 0.1655925139784813 (-0.044575855135917664) | > avg_loss_disc_real_4: 0.19243932515382767 (-0.06636244058609009) | > avg_loss_disc_real_5: 0.19937945902347565 (-0.018612463027238846) | > avg_loss_0: 2.1020792722702026 (-0.2058391571044922) | > avg_loss_gen: 2.6203978061676025 (-0.20266199111938477) | > avg_loss_kl: 2.011904537677765 (+0.09724849462509155) | > avg_loss_feat: 9.201950788497925 (+1.5867176055908203) | > avg_loss_mel: 14.730229377746582 (+1.0550415515899658) | > avg_loss_duration: 1.7826735377311707 (-0.005293428897857666) | > avg_loss_1: 30.347156047821045 (+2.5310521125793457)  > EPOCH: 184/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 21:55:35)   --> TIME: 2025-05-09 21:56:10 -- STEP: 37/725 -- GLOBAL_STEP: 179300 | > loss_disc: 2.1114320755004883 (2.1849139767724117) | > loss_disc_real_0: 0.1625654101371765 (0.13337154344126984) | > loss_disc_real_1: 0.15452179312705994 (0.19116109770697517) | > loss_disc_real_2: 0.14250323176383972 (0.18784034131346522) | > loss_disc_real_3: 0.17490987479686737 (0.20202778158961116) | > loss_disc_real_4: 0.16269829869270325 (0.19947692550517418) | > loss_disc_real_5: 0.23233626782894135 (0.20129727028511663) | > loss_0: 2.1114320755004883 (2.1849139767724117) | > grad_norm_0: tensor(52.4362, device='cuda:0') (tensor(32.2719, device='cuda:0')) | > loss_gen: 3.0851502418518066 (2.820843103769663) | > loss_kl: 1.7251306772232056 (1.7212967647088542) | > loss_feat: 9.976268768310547 (8.538109444283151) | > loss_mel: 14.232521057128906 (13.618821917353449) | > loss_duration: 1.6848593950271606 (1.688266093666489) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.70393180847168 (28.38733724645666) | > grad_norm_1: tensor(1012.9023, device='cuda:0') (tensor(674.8557, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8507 (0.8536973257322569) | > loader_time: 0.0111 (0.01114482493013949)  --> TIME: 2025-05-09 21:56:53 -- STEP: 87/725 -- GLOBAL_STEP: 179350 | > loss_disc: 2.2565529346466064 (2.1935903902711544) | > loss_disc_real_0: 0.13697659969329834 (0.1361570948328096) | > loss_disc_real_1: 0.18040025234222412 (0.19225592500176922) | > loss_disc_real_2: 0.19893966615200043 (0.1883112795051487) | > loss_disc_real_3: 0.21217449009418488 (0.203937202006921) | > loss_disc_real_4: 0.23544232547283173 (0.19747902521456787) | > loss_disc_real_5: 0.23572836816310883 (0.20104658672179299) | > loss_0: 2.2565529346466064 (2.1935903902711544) | > grad_norm_0: tensor(13.5416, device='cuda:0') (tensor(30.3750, device='cuda:0')) | > loss_gen: 2.7042181491851807 (2.7901372005199563) | > loss_kl: 1.6261094808578491 (1.72333728170943) | > loss_feat: 7.917956352233887 (8.358470900305383) | > loss_mel: 13.175641059875488 (13.377011660871835) | > loss_duration: 1.6760895252227783 (1.688549884434404) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.10001564025879 (27.937506905917463) | > grad_norm_1: tensor(654.3168, device='cuda:0') (tensor(660.3080, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8299 (0.8581851926343195) | > loader_time: 0.0102 (0.010513237152976553)  --> TIME: 2025-05-09 21:57:37 -- STEP: 137/725 -- GLOBAL_STEP: 179400 | > loss_disc: 2.1945676803588867 (2.1901038545761673) | > loss_disc_real_0: 0.1510848104953766 (0.13722724733996572) | > loss_disc_real_1: 0.24651208519935608 (0.19238706901125666) | > loss_disc_real_2: 0.19390185177326202 (0.18753813326793867) | > loss_disc_real_3: 0.1959507167339325 (0.2039470049369074) | > loss_disc_real_4: 0.18925774097442627 (0.1967122973534312) | > loss_disc_real_5: 0.1859370768070221 (0.201189756828503) | > loss_0: 2.1945676803588867 (2.1901038545761673) | > grad_norm_0: tensor(26.4197, device='cuda:0') (tensor(30.8525, device='cuda:0')) | > loss_gen: 2.7594351768493652 (2.7970426656904013) | > loss_kl: 1.607500433921814 (1.7302241821358673) | > loss_feat: 7.937909126281738 (8.427238084974077) | > loss_mel: 11.790359497070312 (13.474133783883422) | > loss_duration: 1.6516060829162598 (1.6897936667839106) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.746810913085938 (28.118432400000355) | > grad_norm_1: tensor(513.4504, device='cuda:0') (tensor(657.7429, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8217 (0.8562305095422008) | > loader_time: 0.0089 (0.010429093437473273)  --> TIME: 2025-05-09 21:58:20 -- STEP: 187/725 -- GLOBAL_STEP: 179450 | > loss_disc: 2.063950538635254 (2.1960287387358313) | > loss_disc_real_0: 0.10265548527240753 (0.13828948921060827) | > loss_disc_real_1: 0.17745853960514069 (0.19266277121350092) | > loss_disc_real_2: 0.1597866415977478 (0.1880735715124059) | > loss_disc_real_3: 0.1724054366350174 (0.20426012025797427) | > loss_disc_real_4: 0.20675599575042725 (0.19708861314995388) | > loss_disc_real_5: 0.21199418604373932 (0.20208978246558795) | > loss_0: 2.063950538635254 (2.1960287387358313) | > grad_norm_0: tensor(24.1328, device='cuda:0') (tensor(29.7712, device='cuda:0')) | > loss_gen: 3.0326054096221924 (2.7876387751676184) | > loss_kl: 1.7827411890029907 (1.7340089675576928) | > loss_feat: 10.44197940826416 (8.418661979430498) | > loss_mel: 15.588459968566895 (13.526480955236098) | > loss_duration: 1.7199583053588867 (1.69077046733489) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.56574630737305 (28.157561225687118) | > grad_norm_1: tensor(769.4166, device='cuda:0') (tensor(637.0676, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8428 (0.8537617303470877) | > loader_time: 0.0109 (0.01036858558654785)  --> TIME: 2025-05-09 21:59:03 -- STEP: 237/725 -- GLOBAL_STEP: 179500 | > loss_disc: 2.2313621044158936 (2.200652035982801) | > loss_disc_real_0: 0.11202304810285568 (0.13798367203790934) | > loss_disc_real_1: 0.23013558983802795 (0.1932178724415695) | > loss_disc_real_2: 0.19119535386562347 (0.1882759664632097) | > loss_disc_real_3: 0.2247781902551651 (0.20434113387568587) | > loss_disc_real_4: 0.21002760529518127 (0.19737812493169346) | > loss_disc_real_5: 0.22727106511592865 (0.2035137380980238) | > loss_0: 2.2313621044158936 (2.200652035982801) | > grad_norm_0: tensor(15.0354, device='cuda:0') (tensor(28.4952, device='cuda:0')) | > loss_gen: 2.843057155609131 (2.7830433151389977) | > loss_kl: 2.039047956466675 (1.7361262694692814) | > loss_feat: 8.705686569213867 (8.390789247263333) | > loss_mel: 13.683428764343262 (13.512455276296109) | > loss_duration: 1.6732478141784668 (1.6905112950610712) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.944469451904297 (28.11292547716873) | > grad_norm_1: tensor(446.5207, device='cuda:0') (tensor(619.4719, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.811 (0.8540608450330259) | > loader_time: 0.0096 (0.010346478047753183)  --> TIME: 2025-05-09 21:59:46 -- STEP: 287/725 -- GLOBAL_STEP: 179550 | > loss_disc: 2.262510061264038 (2.217920799288601) | > loss_disc_real_0: 0.11203393340110779 (0.14516749653562852) | > loss_disc_real_1: 0.2129712849855423 (0.1925501963610433) | > loss_disc_real_2: 0.21446260809898376 (0.18850559198690206) | > loss_disc_real_3: 0.21796736121177673 (0.20450821472169622) | > loss_disc_real_4: 0.2053782343864441 (0.19705765847545045) | > loss_disc_real_5: 0.19253261387348175 (0.2081754054965043) | > loss_0: 2.262510061264038 (2.217920799288601) | > grad_norm_0: tensor(33.2880, device='cuda:0') (tensor(28.0569, device='cuda:0')) | > loss_gen: 2.82785964012146 (2.7770003258974296) | > loss_kl: 1.7929831743240356 (1.7339211631735028) | > loss_feat: 8.823904991149902 (8.381987008483568) | > loss_mel: 13.818233489990234 (13.510543623867768) | > loss_duration: 1.7096900939941406 (1.6911044428157476) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.972671508789062 (28.0945566290347) | > grad_norm_1: tensor(788.3237, device='cuda:0') (tensor(593.8903, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.7961 (0.8516857142232439) | > loader_time: 0.0097 (0.010338556475755645)  --> TIME: 2025-05-09 22:00:29 -- STEP: 337/725 -- GLOBAL_STEP: 179600 | > loss_disc: 2.216733694076538 (2.2203890343448176) | > loss_disc_real_0: 0.14880730211734772 (0.14581809219426148) | > loss_disc_real_1: 0.19326159358024597 (0.19246699610166795) | > loss_disc_real_2: 0.18772581219673157 (0.18857033922162886) | > loss_disc_real_3: 0.2137504369020462 (0.20438789370682536) | > loss_disc_real_4: 0.21214905381202698 (0.19748900737889788) | > loss_disc_real_5: 0.21074844896793365 (0.20781779072581846) | > loss_0: 2.216733694076538 (2.2203890343448176) | > grad_norm_0: tensor(12.8750, device='cuda:0') (tensor(28.2371, device='cuda:0')) | > loss_gen: 2.7387478351593018 (2.772627492333026) | > loss_kl: 1.8365087509155273 (1.7331644077329327) | > loss_feat: 7.787197589874268 (8.34205084809209) | > loss_mel: 12.117469787597656 (13.460876558230256) | > loss_duration: 1.680238962173462 (1.6904248947205816) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.16016387939453 (27.999144307937396) | > grad_norm_1: tensor(453.7237, device='cuda:0') (tensor(582.3512, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8743 (0.8516385972676719) | > loader_time: 0.01 (0.010355464782488447)  --> TIME: 2025-05-09 22:01:13 -- STEP: 387/725 -- GLOBAL_STEP: 179650 | > loss_disc: 2.213655471801758 (2.2207691595535857) | > loss_disc_real_0: 0.14739754796028137 (0.14571013549963627) | > loss_disc_real_1: 0.19907619059085846 (0.19283304288405773) | > loss_disc_real_2: 0.1805100440979004 (0.1886312703984652) | > loss_disc_real_3: 0.2070818543434143 (0.20421542311977656) | > loss_disc_real_4: 0.2239445149898529 (0.19749055213706432) | > loss_disc_real_5: 0.17393940687179565 (0.20754934701038585) | > loss_0: 2.213655471801758 (2.2207691595535857) | > grad_norm_0: tensor(31.9492, device='cuda:0') (tensor(27.7830, device='cuda:0')) | > loss_gen: 2.6844124794006348 (2.7693806501630074) | > loss_kl: 1.6441893577575684 (1.7374588516023426) | > loss_feat: 7.776409149169922 (8.332978722969063) | > loss_mel: 12.596253395080566 (13.454478692638782) | > loss_duration: 1.7822110652923584 (1.6905643622696556) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.483476638793945 (27.984861388687015) | > grad_norm_1: tensor(857.7317, device='cuda:0') (tensor(576.8520, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8646 (0.8514560544213586) | > loader_time: 0.0098 (0.01033239278374408)  --> TIME: 2025-05-09 22:01:56 -- STEP: 437/725 -- GLOBAL_STEP: 179700 | > loss_disc: 2.1389849185943604 (2.2203756240739945) | > loss_disc_real_0: 0.15174554288387299 (0.14600698493028932) | > loss_disc_real_1: 0.15573354065418243 (0.1926599850780085) | > loss_disc_real_2: 0.15782222151756287 (0.18850469077751889) | > loss_disc_real_3: 0.1876821368932724 (0.20415172690112196) | > loss_disc_real_4: 0.18071380257606506 (0.1973073522749972) | > loss_disc_real_5: 0.22836405038833618 (0.2073345257297534) | > loss_0: 2.1389849185943604 (2.2203756240739945) | > grad_norm_0: tensor(13.4605, device='cuda:0') (tensor(27.6481, device='cuda:0')) | > loss_gen: 2.7902979850769043 (2.767030903076418) | > loss_kl: 1.8119142055511475 (1.7371480977780762) | > loss_feat: 8.928095817565918 (8.323812061370907) | > loss_mel: 14.01616096496582 (13.438390376093185) | > loss_duration: 1.6582441329956055 (1.690456238982334) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.204715728759766 (27.956837791599998) | > grad_norm_1: tensor(390.2198, device='cuda:0') (tensor(559.7895, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8909 (0.8512145681839516) | > loader_time: 0.011 (0.010321345973069386)  --> TIME: 2025-05-09 22:02:39 -- STEP: 487/725 -- GLOBAL_STEP: 179750 | > loss_disc: 2.3161187171936035 (2.2209844838911965) | > loss_disc_real_0: 0.10722221434116364 (0.1459274749277308) | > loss_disc_real_1: 0.19270390272140503 (0.19282484840930603) | > loss_disc_real_2: 0.18593762814998627 (0.18871193230764086) | > loss_disc_real_3: 0.20781852304935455 (0.2041151080838953) | > loss_disc_real_4: 0.21574246883392334 (0.19749503253788914) | > loss_disc_real_5: 0.22836141288280487 (0.20693289058653977) | > loss_0: 2.3161187171936035 (2.2209844838911965) | > grad_norm_0: tensor(16.4403, device='cuda:0') (tensor(27.1502, device='cuda:0')) | > loss_gen: 2.427241325378418 (2.7637255916360486) | > loss_kl: 1.8771936893463135 (1.737259339013384) | > loss_feat: 6.90644645690918 (8.301950035643515) | > loss_mel: 12.394254684448242 (13.430311392954488) | > loss_duration: 1.6778028011322021 (1.69077315565497) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.282939910888672 (27.924019604003405) | > grad_norm_1: tensor(156.8028, device='cuda:0') (tensor(552.0821, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8086 (0.8515686655925777) | > loader_time: 0.0097 (0.010304447561808431)  --> TIME: 2025-05-09 22:03:23 -- STEP: 537/725 -- GLOBAL_STEP: 179800 | > loss_disc: 2.215470552444458 (2.2209783426210175) | > loss_disc_real_0: 0.14463162422180176 (0.14585353091386888) | > loss_disc_real_1: 0.21723802387714386 (0.19287868440706188) | > loss_disc_real_2: 0.1715039610862732 (0.18883544048450512) | > loss_disc_real_3: 0.1768585741519928 (0.20388550845493367) | > loss_disc_real_4: 0.18539106845855713 (0.1975240649402252) | > loss_disc_real_5: 0.18100431561470032 (0.2068412947421634) | > loss_0: 2.215470552444458 (2.2209783426210175) | > grad_norm_0: tensor(25.0009, device='cuda:0') (tensor(26.8854, device='cuda:0')) | > loss_gen: 2.7278811931610107 (2.7619272588129613) | > loss_kl: 1.5802862644195557 (1.7356351496343063) | > loss_feat: 8.592999458312988 (8.291440169904472) | > loss_mel: 13.165857315063477 (13.417452490751526) | > loss_duration: 1.7114572525024414 (1.690907598429774) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.778480529785156 (27.897362735684357) | > grad_norm_1: tensor(186.7025, device='cuda:0') (tensor(541.5948, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8551 (0.851440499392746) | > loader_time: 0.0092 (0.010280108762630979)  --> TIME: 2025-05-09 22:04:06 -- STEP: 587/725 -- GLOBAL_STEP: 179850 | > loss_disc: 2.175889015197754 (2.2200501950067384) | > loss_disc_real_0: 0.13704827427864075 (0.14561850745135724) | > loss_disc_real_1: 0.17645135521888733 (0.19289601948334367) | > loss_disc_real_2: 0.16310256719589233 (0.18889320889262573) | > loss_disc_real_3: 0.1781160682439804 (0.2038203265130824) | > loss_disc_real_4: 0.20577597618103027 (0.19747254407283998) | > loss_disc_real_5: 0.21188347041606903 (0.20648608177748018) | > loss_0: 2.175889015197754 (2.2200501950067384) | > grad_norm_0: tensor(11.4683, device='cuda:0') (tensor(26.6657, device='cuda:0')) | > loss_gen: 2.6758763790130615 (2.7619198505882525) | > loss_kl: 1.7807002067565918 (1.7314441784886336) | > loss_feat: 8.039107322692871 (8.285332771541713) | > loss_mel: 13.5451021194458 (13.410060827329982) | > loss_duration: 1.6752251386642456 (1.6906339320047963) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.71601104736328 (27.879391623111964) | > grad_norm_1: tensor(422.1309, device='cuda:0') (tensor(540.4017, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8611 (0.8514703741674736) | > loader_time: 0.0107 (0.010295852079505206)  --> TIME: 2025-05-09 22:04:49 -- STEP: 637/725 -- GLOBAL_STEP: 179900 | > loss_disc: 2.2223339080810547 (2.2189633750840656) | > loss_disc_real_0: 0.15909183025360107 (0.14535127672567108) | > loss_disc_real_1: 0.1845100373029709 (0.19298848055969775) | > loss_disc_real_2: 0.17932932078838348 (0.18888928110782915) | > loss_disc_real_3: 0.23139053583145142 (0.20392769076854123) | > loss_disc_real_4: 0.23748423159122467 (0.1975159152897784) | > loss_disc_real_5: 0.22790119051933289 (0.20587570953593737) | > loss_0: 2.2223339080810547 (2.2189633750840656) | > grad_norm_0: tensor(43.5105, device='cuda:0') (tensor(26.9165, device='cuda:0')) | > loss_gen: 2.9701356887817383 (2.76631875202832) | > loss_kl: 1.6841983795166016 (1.7318062778544776) | > loss_feat: 8.661810874938965 (8.301817705343051) | > loss_mel: 13.601231575012207 (13.426541079905943) | > loss_duration: 1.6523172855377197 (1.6904622467945292) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.56969451904297 (27.916946114700295) | > grad_norm_1: tensor(347.6400, device='cuda:0') (tensor(540.4985, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8517 (0.8516390357324432) | > loader_time: 0.0108 (0.010283143778610825)  --> TIME: 2025-05-09 22:05:32 -- STEP: 687/725 -- GLOBAL_STEP: 179950 | > loss_disc: 2.133039951324463 (2.2202531786464688) | > loss_disc_real_0: 0.13171009719371796 (0.1452406565435069) | > loss_disc_real_1: 0.18018460273742676 (0.19309148496068357) | > loss_disc_real_2: 0.18074959516525269 (0.1889255194337781) | > loss_disc_real_3: 0.2146098017692566 (0.20417991096189095) | > loss_disc_real_4: 0.1988353431224823 (0.1976014862197628) | > loss_disc_real_5: 0.20991237461566925 (0.2061573909663393) | > loss_0: 2.133039951324463 (2.2202531786464688) | > grad_norm_0: tensor(26.3116, device='cuda:0') (tensor(26.5565, device='cuda:0')) | > loss_gen: 2.869898557662964 (2.7628173803831997) | > loss_kl: 1.7530467510223389 (1.7298284517452025) | > loss_feat: 9.32271671295166 (8.278714394465277) | > loss_mel: 14.056221008300781 (13.400072832121426) | > loss_duration: 1.6926803588867188 (1.6905500718773372) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.694562911987305 (27.86198319236611) | > grad_norm_1: tensor(657.1786, device='cuda:0') (tensor(530.5839, device='cuda:0')) | > current_lr_0: 0.00019545221576847604 | > current_lr_1: 0.00019545221576847604 | > step_time: 0.8618 (0.8509192838071911) | > loader_time: 0.01 (0.010313984955589148)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.193182945251465 (2.193182945251465) | > loss_disc_real_0: 0.16040000319480896 (0.16040000319480896) | > loss_disc_real_1: 0.1690916121006012 (0.1690916121006012) | > loss_disc_real_2: 0.1591740846633911 (0.1591740846633911) | > loss_disc_real_3: 0.21567527949810028 (0.21567527949810028) | > loss_disc_real_4: 0.22266826033592224 (0.22266826033592224) | > loss_disc_real_5: 0.19699163734912872 (0.19699163734912872) | > loss_0: 2.193182945251465 (2.193182945251465) | > loss_gen: 2.628303289413452 (2.628303289413452) | > loss_kl: 2.224379539489746 (2.224379539489746) | > loss_feat: 9.078238487243652 (9.078238487243652) | > loss_mel: 15.333016395568848 (15.333016395568848) | > loss_duration: 1.6747689247131348 (1.6747689247131348) | > loss_1: 30.93870735168457 (30.93870735168457)  --> STEP: 1 | > loss_disc: 2.3878893852233887 (2.3878893852233887) | > loss_disc_real_0: 0.19267192482948303 (0.19267192482948303) | > loss_disc_real_1: 0.17491470277309418 (0.17491470277309418) | > loss_disc_real_2: 0.1822049617767334 (0.1822049617767334) | > loss_disc_real_3: 0.2190687656402588 (0.2190687656402588) | > loss_disc_real_4: 0.2150653600692749 (0.2150653600692749) | > loss_disc_real_5: 0.20570194721221924 (0.20570194721221924) | > loss_0: 2.3878893852233887 (2.3878893852233887) | > loss_gen: 2.3642542362213135 (2.3642542362213135) | > loss_kl: 2.010951042175293 (2.010951042175293) | > loss_feat: 7.33898401260376 (7.33898401260376) | > loss_mel: 13.081448554992676 (13.081448554992676) | > loss_duration: 1.7918952703475952 (1.7918952703475952) | > loss_1: 26.587533950805664 (26.587533950805664)  --> STEP: 2 | > loss_disc: 2.1585776805877686 (2.2732335329055786) | > loss_disc_real_0: 0.18408876657485962 (0.18838034570217133) | > loss_disc_real_1: 0.16022014617919922 (0.1675674244761467) | > loss_disc_real_2: 0.1519434005022049 (0.16707418113946915) | > loss_disc_real_3: 0.19724318385124207 (0.20815597474575043) | > loss_disc_real_4: 0.19915708899497986 (0.20711122453212738) | > loss_disc_real_5: 0.21287184953689575 (0.2092868983745575) | > loss_0: 2.1585776805877686 (2.2732335329055786) | > loss_gen: 2.625765323638916 (2.4950097799301147) | > loss_kl: 1.8445450067520142 (1.9277480244636536) | > loss_feat: 8.650971412658691 (7.994977712631226) | > loss_mel: 14.697687149047852 (13.889567852020264) | > loss_duration: 1.8312294483184814 (1.8115623593330383) | > loss_1: 29.650197982788086 (28.118865966796875)  --> STEP: 3 | > loss_disc: 2.3543827533721924 (2.3002832730611167) | > loss_disc_real_0: 0.20189189910888672 (0.19288419683774313) | > loss_disc_real_1: 0.18729017674922943 (0.17414167523384094) | > loss_disc_real_2: 0.18605802953243256 (0.17340213060379028) | > loss_disc_real_3: 0.21606802940368652 (0.21079332629839578) | > loss_disc_real_4: 0.2035742998123169 (0.2059322496255239) | > loss_disc_real_5: 0.19801583886146545 (0.20552987853686014) | > loss_0: 2.3543827533721924 (2.3002832730611167) | > loss_gen: 2.3968842029571533 (2.462301254272461) | > loss_kl: 1.9885165691375732 (1.9480042060216267) | > loss_feat: 6.763826847076416 (7.584594090779622) | > loss_mel: 12.57668399810791 (13.451939900716146) | > loss_duration: 1.7964229583740234 (1.8065158923467) | > loss_1: 25.522335052490234 (27.253355662027996)  --> STEP: 4 | > loss_disc: 2.249008893966675 (2.287464678287506) | > loss_disc_real_0: 0.16622646152973175 (0.18621976301074028) | > loss_disc_real_1: 0.1749737560749054 (0.17434969544410706) | > loss_disc_real_2: 0.15493758022785187 (0.16878599300980568) | > loss_disc_real_3: 0.19336926937103271 (0.20643731206655502) | > loss_disc_real_4: 0.22248829901218414 (0.21007126197218895) | > loss_disc_real_5: 0.19689320027828217 (0.20337070897221565) | > loss_0: 2.249008893966675 (2.287464678287506) | > loss_gen: 2.501923084259033 (2.472206711769104) | > loss_kl: 1.732872724533081 (1.8942213356494904) | > loss_feat: 8.339509963989258 (7.773323059082031) | > loss_mel: 13.30312728881836 (13.4147367477417) | > loss_duration: 1.7445802688598633 (1.7910319864749908) | > loss_1: 27.622013092041016 (27.34552001953125) --> EVAL PERFORMANCE | > avg_loader_time: 0.2810647487640381 (+0.0035983920097351074) | > avg_loss_disc: 2.287464678287506 (+0.18538540601730347) | > avg_loss_disc_real_0: 0.18621976301074028 (+0.07671782374382019) | > avg_loss_disc_real_1: 0.17434969544410706 (+0.01012275367975235) | > avg_loss_disc_real_2: 0.16878599300980568 (+0.007856473326683044) | > avg_loss_disc_real_3: 0.20643731206655502 (+0.04084479808807373) | > avg_loss_disc_real_4: 0.21007126197218895 (+0.017631936818361282) | > avg_loss_disc_real_5: 0.20337070897221565 (+0.0039912499487400055) | > avg_loss_0: 2.287464678287506 (+0.18538540601730347) | > avg_loss_gen: 2.472206711769104 (-0.14819109439849854) | > avg_loss_kl: 1.8942213356494904 (-0.11768320202827454) | > avg_loss_feat: 7.773323059082031 (-1.4286277294158936) | > avg_loss_mel: 13.4147367477417 (-1.3154926300048828) | > avg_loss_duration: 1.7910319864749908 (+0.00835844874382019) | > avg_loss_1: 27.34552001953125 (-3.001636028289795)  > EPOCH: 185/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 22:06:11)   --> TIME: 2025-05-09 22:06:23 -- STEP: 12/725 -- GLOBAL_STEP: 180000 | > loss_disc: 2.2563230991363525 (2.226199984550476) | > loss_disc_real_0: 0.16086989641189575 (0.14154583774507046) | > loss_disc_real_1: 0.19344107806682587 (0.19074188296993574) | > loss_disc_real_2: 0.1875116527080536 (0.19315365329384804) | > loss_disc_real_3: 0.19163474440574646 (0.2080693021416664) | > loss_disc_real_4: 0.2459091693162918 (0.20172814279794693) | > loss_disc_real_5: 0.20670835673809052 (0.2092152958114942) | > loss_0: 2.2563230991363525 (2.226199984550476) | > grad_norm_0: tensor(26.0511, device='cuda:0') (tensor(17.8292, device='cuda:0')) | > loss_gen: 2.6636648178100586 (2.7017117738723755) | > loss_kl: 1.684144139289856 (1.6906913618246715) | > loss_feat: 7.894383430480957 (8.115615169207254) | > loss_mel: 12.99860954284668 (13.59962018330892) | > loss_duration: 1.7284438610076904 (1.6932525436083476) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.96924591064453 (27.800891399383545) | > grad_norm_1: tensor(598.4135, device='cuda:0') (tensor(415.8854, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8419 (0.827476958433787) | > loader_time: 0.0099 (0.009918550650278727) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_180000.pth  --> TIME: 2025-05-09 22:07:09 -- STEP: 62/725 -- GLOBAL_STEP: 180050 | > loss_disc: 2.2457268238067627 (2.207086359300922) | > loss_disc_real_0: 0.09778129309415817 (0.13680502159460908) | > loss_disc_real_1: 0.2144678831100464 (0.19455435655770764) | > loss_disc_real_2: 0.21601493656635284 (0.1889428123831749) | > loss_disc_real_3: 0.19798874855041504 (0.20434880232618702) | > loss_disc_real_4: 0.17047818005084991 (0.19899641097553317) | > loss_disc_real_5: 0.19722416996955872 (0.2032237692225364) | > loss_0: 2.2457268238067627 (2.207086359300922) | > grad_norm_0: tensor(17.2417, device='cuda:0') (tensor(24.4576, device='cuda:0')) | > loss_gen: 2.6236484050750732 (2.7570194082875408) | > loss_kl: 1.7317792177200317 (1.7418260939659613) | > loss_feat: 7.5994486808776855 (8.268857955932619) | > loss_mel: 12.979211807250977 (13.420990144052814) | > loss_duration: 1.7332788705825806 (1.6883369953401628) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.66736602783203 (27.877030711020193) | > grad_norm_1: tensor(520.4513, device='cuda:0') (tensor(547.9203, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8522 (0.8544455151404103) | > loader_time: 0.0096 (0.010417076849168342)  --> TIME: 2025-05-09 22:07:53 -- STEP: 112/725 -- GLOBAL_STEP: 180100 | > loss_disc: 2.2521800994873047 (2.1959453906331747) | > loss_disc_real_0: 0.17570513486862183 (0.1361661717029555) | > loss_disc_real_1: 0.20267249643802643 (0.1942386371748788) | > loss_disc_real_2: 0.1935320645570755 (0.18734122280563628) | > loss_disc_real_3: 0.2390202134847641 (0.20496172151927436) | > loss_disc_real_4: 0.19075262546539307 (0.19811772235802244) | > loss_disc_real_5: 0.2109433263540268 (0.2004191530868411) | > loss_0: 2.2521800994873047 (2.1959453906331747) | > grad_norm_0: tensor(33.0157, device='cuda:0') (tensor(25.9486, device='cuda:0')) | > loss_gen: 2.8415591716766357 (2.77741767678942) | > loss_kl: 1.5802260637283325 (1.7535233018653733) | > loss_feat: 7.804049491882324 (8.30280287350927) | > loss_mel: 12.155595779418945 (13.336539251463753) | > loss_duration: 1.7179607152938843 (1.6919145562819071) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.099390029907227 (27.862197722707474) | > grad_norm_1: tensor(594.4661, device='cuda:0') (tensor(570.0428, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8146 (0.8535599772419248) | > loader_time: 0.0105 (0.010313004255294796)  --> TIME: 2025-05-09 22:08:36 -- STEP: 162/725 -- GLOBAL_STEP: 180150 | > loss_disc: 2.2438197135925293 (2.1942911081843905) | > loss_disc_real_0: 0.16120776534080505 (0.13686929022272432) | > loss_disc_real_1: 0.18496213853359222 (0.19329660827362974) | > loss_disc_real_2: 0.20070329308509827 (0.1872527034562312) | > loss_disc_real_3: 0.18432536721229553 (0.20509697579675246) | > loss_disc_real_4: 0.21161328256130219 (0.19794255945785555) | > loss_disc_real_5: 0.2189326137304306 (0.20011567738321093) | > loss_0: 2.2438197135925293 (2.1942911081843905) | > grad_norm_0: tensor(33.3597, device='cuda:0') (tensor(26.3297, device='cuda:0')) | > loss_gen: 2.742827892303467 (2.783072420108465) | > loss_kl: 1.7819674015045166 (1.7385508992053844) | > loss_feat: 7.940559387207031 (8.342024541195526) | > loss_mel: 13.111589431762695 (13.33276570284808) | > loss_duration: 1.660555362701416 (1.691482541737733) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.237499237060547 (27.88789611392551) | > grad_norm_1: tensor(644.6687, device='cuda:0') (tensor(567.4537, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8385 (0.8514207807587992) | > loader_time: 0.0108 (0.010249876681669254)  --> TIME: 2025-05-09 22:09:19 -- STEP: 212/725 -- GLOBAL_STEP: 180200 | > loss_disc: 2.1120574474334717 (2.200707977110485) | > loss_disc_real_0: 0.1422450691461563 (0.13691522065058068) | > loss_disc_real_1: 0.20767371356487274 (0.19357223527611428) | > loss_disc_real_2: 0.17692506313323975 (0.18781906802136952) | > loss_disc_real_3: 0.19732706248760223 (0.20481484545008188) | > loss_disc_real_4: 0.22373679280281067 (0.19841724859093726) | > loss_disc_real_5: 0.16472701728343964 (0.20077796456105304) | > loss_0: 2.1120574474334717 (2.200707977110485) | > grad_norm_0: tensor(26.8454, device='cuda:0') (tensor(26.2143, device='cuda:0')) | > loss_gen: 3.0459911823272705 (2.7764200793122344) | > loss_kl: 1.7359516620635986 (1.7481394758764304) | > loss_feat: 8.893472671508789 (8.31471996037465) | > loss_mel: 14.019478797912598 (13.291859217409817) | > loss_duration: 1.687833309173584 (1.6908804251337952) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.382728576660156 (27.82201917216463) | > grad_norm_1: tensor(584.6534, device='cuda:0') (tensor(569.1660, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8492 (0.8519423480303785) | > loader_time: 0.0096 (0.010182192865407686)  --> TIME: 2025-05-09 22:10:02 -- STEP: 262/725 -- GLOBAL_STEP: 180250 | > loss_disc: 2.13006591796875 (2.2044351624168512) | > loss_disc_real_0: 0.1601323038339615 (0.1380869104093268) | > loss_disc_real_1: 0.1948176920413971 (0.19384883560297142) | > loss_disc_real_2: 0.17849181592464447 (0.18804856537635098) | > loss_disc_real_3: 0.22907739877700806 (0.2051598957476725) | > loss_disc_real_4: 0.21064336597919464 (0.19887921868162306) | > loss_disc_real_5: 0.26441311836242676 (0.20109972664873108) | > loss_0: 2.13006591796875 (2.2044351624168512) | > grad_norm_0: tensor(44.0242, device='cuda:0') (tensor(26.4163, device='cuda:0')) | > loss_gen: 3.0079948902130127 (2.7736909480495306) | > loss_kl: 1.7625932693481445 (1.74841351044997) | > loss_feat: 9.484158515930176 (8.316247497806108) | > loss_mel: 15.40369987487793 (13.309276609930373) | > loss_duration: 1.672913670539856 (1.6914792602298825) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.331361770629883 (27.839107797346042) | > grad_norm_1: tensor(748.3514, device='cuda:0') (tensor(577.2304, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8856 (0.8505683318349243) | > loader_time: 0.0102 (0.01012575444374375)  --> TIME: 2025-05-09 22:10:45 -- STEP: 312/725 -- GLOBAL_STEP: 180300 | > loss_disc: 2.3246614933013916 (2.2107568826430892) | > loss_disc_real_0: 0.11288595199584961 (0.13947558894944487) | > loss_disc_real_1: 0.17739126086235046 (0.19409903253500269) | > loss_disc_real_2: 0.1798628717660904 (0.1888807469931169) | > loss_disc_real_3: 0.19018888473510742 (0.20526914704495516) | > loss_disc_real_4: 0.20026583969593048 (0.1986607365214671) | > loss_disc_real_5: 0.20958493649959564 (0.20133788024003696) | > loss_0: 2.3246614933013916 (2.2107568826430892) | > grad_norm_0: tensor(22.2538, device='cuda:0') (tensor(27.0392, device='cuda:0')) | > loss_gen: 2.6165719032287598 (2.7671746091964913) | > loss_kl: 1.6382774114608765 (1.7515280945942948) | > loss_feat: 7.7720561027526855 (8.280264643522404) | > loss_mel: 12.677566528320312 (13.281611629021473) | > loss_duration: 1.671722650527954 (1.6901907408848786) | > amp_scaler: 256.0 (256.8205128205128) | > loss_1: 26.37619400024414 (27.770769693912605) | > grad_norm_1: tensor(384.4092, device='cuda:0') (tensor(572.2019, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8422 (0.8499393149828299) | > loader_time: 0.0103 (0.010094793179096317)  --> TIME: 2025-05-09 22:11:28 -- STEP: 362/725 -- GLOBAL_STEP: 180350 | > loss_disc: 2.167912006378174 (2.2131687662878097) | > loss_disc_real_0: 0.152838334441185 (0.13967464938348154) | > loss_disc_real_1: 0.19718573987483978 (0.19398616624800527) | > loss_disc_real_2: 0.23803307116031647 (0.18964509180237588) | > loss_disc_real_3: 0.22360914945602417 (0.20519550848567025) | > loss_disc_real_4: 0.16993902623653412 (0.19909634910400398) | > loss_disc_real_5: 0.17644327878952026 (0.20191297778931774) | > loss_0: 2.167912006378174 (2.2131687662878097) | > grad_norm_0: tensor(57.3197, device='cuda:0') (tensor(26.6171, device='cuda:0')) | > loss_gen: 3.061532974243164 (2.762611606503059) | > loss_kl: 1.7471388578414917 (1.749082686492751) | > loss_feat: 9.541653633117676 (8.264339678853904) | > loss_mel: 15.327202796936035 (13.280729333340133) | > loss_duration: 1.643131136894226 (1.6890554978043995) | > amp_scaler: 256.0 (256.7071823204419) | > loss_1: 31.320659637451172 (27.74581873351039) | > grad_norm_1: tensor(910.3563, device='cuda:0') (tensor(572.4732, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8275 (0.8504138750265975) | > loader_time: 0.0104 (0.010086185365750648)  --> TIME: 2025-05-09 22:12:12 -- STEP: 412/725 -- GLOBAL_STEP: 180400 | > loss_disc: 2.3252673149108887 (2.2136231744752357) | > loss_disc_real_0: 0.12373517453670502 (0.1397121116808316) | > loss_disc_real_1: 0.2308829128742218 (0.1942322220544791) | > loss_disc_real_2: 0.19453510642051697 (0.18963740404369772) | > loss_disc_real_3: 0.20395532250404358 (0.2051317620190602) | > loss_disc_real_4: 0.24233196675777435 (0.19922115465680368) | > loss_disc_real_5: 0.2085409313440323 (0.20191210001996424) | > loss_0: 2.3252673149108887 (2.2136231744752357) | > grad_norm_0: tensor(15.2203, device='cuda:0') (tensor(26.7856, device='cuda:0')) | > loss_gen: 2.5681862831115723 (2.7613636828163286) | > loss_kl: 1.651663064956665 (1.7455331338840778) | > loss_feat: 6.779596328735352 (8.250011827181835) | > loss_mel: 12.153940200805664 (13.274822195756782) | > loss_duration: 1.704723834991455 (1.6893891044033384) | > amp_scaler: 256.0 (256.6213592233009) | > loss_1: 24.858108520507812 (27.72111984826986) | > grad_norm_1: tensor(550.1799, device='cuda:0') (tensor(575.2648, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8514 (0.8512582993044436) | > loader_time: 0.0096 (0.010087277704072235)  --> TIME: 2025-05-09 22:12:55 -- STEP: 462/725 -- GLOBAL_STEP: 180450 | > loss_disc: 2.1375303268432617 (2.213499402845061) | > loss_disc_real_0: 0.12764406204223633 (0.13956668069868364) | > loss_disc_real_1: 0.18407019972801208 (0.19397010231688933) | > loss_disc_real_2: 0.18251249194145203 (0.1896034256913962) | > loss_disc_real_3: 0.21160811185836792 (0.20521581901874378) | > loss_disc_real_4: 0.18661320209503174 (0.19911534855247057) | > loss_disc_real_5: 0.1849789172410965 (0.20200717033116852) | > loss_0: 2.1375303268432617 (2.213499402845061) | > grad_norm_0: tensor(36.3696, device='cuda:0') (tensor(26.8878, device='cuda:0')) | > loss_gen: 2.8842968940734863 (2.761217657105746) | > loss_kl: 1.6999679803848267 (1.7423720215306135) | > loss_feat: 9.370448112487793 (8.249425847809022) | > loss_mel: 14.162991523742676 (13.277092438239556) | > loss_duration: 1.7234996557235718 (1.6896098929566223) | > amp_scaler: 256.0 (256.5541125541126) | > loss_1: 29.841203689575195 (27.71971778126506) | > grad_norm_1: tensor(819.2005, device='cuda:0') (tensor(577.2259, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.7949 (0.8501899505590463) | > loader_time: 0.0092 (0.010045626462796038)  --> TIME: 2025-05-09 22:13:38 -- STEP: 512/725 -- GLOBAL_STEP: 180500 | > loss_disc: 2.140044689178467 (2.2139982571825385) | > loss_disc_real_0: 0.1317809373140335 (0.13988039798277885) | > loss_disc_real_1: 0.1916019320487976 (0.19377621408784754) | > loss_disc_real_2: 0.16670455038547516 (0.1895618843846024) | > loss_disc_real_3: 0.18122519552707672 (0.205094714241568) | > loss_disc_real_4: 0.19774185121059418 (0.19944531255168838) | > loss_disc_real_5: 0.17807859182357788 (0.2019318642560393) | > loss_0: 2.140044689178467 (2.2139982571825385) | > grad_norm_0: tensor(19.6397, device='cuda:0') (tensor(27.2144, device='cuda:0')) | > loss_gen: 2.760895013809204 (2.7619810653850427) | > loss_kl: 1.725827693939209 (1.7428223397582767) | > loss_feat: 8.430245399475098 (8.238789172843086) | > loss_mel: 13.615494728088379 (13.269777605310082) | > loss_duration: 1.6380865573883057 (1.690484610851854) | > amp_scaler: 256.0 (256.4999999999997) | > loss_1: 28.170549392700195 (27.703854728490114) | > grad_norm_1: tensor(589.4543, device='cuda:0') (tensor(579.2173, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8412 (0.8495595622807741) | > loader_time: 0.0099 (0.010020137298852209)  --> TIME: 2025-05-09 22:14:21 -- STEP: 562/725 -- GLOBAL_STEP: 180550 | > loss_disc: 2.22261905670166 (2.2128571556132033) | > loss_disc_real_0: 0.20684190094470978 (0.1397310509561855) | > loss_disc_real_1: 0.19137334823608398 (0.19373137798173568) | > loss_disc_real_2: 0.19054265320301056 (0.18964043068716113) | > loss_disc_real_3: 0.19393962621688843 (0.20510506950769555) | > loss_disc_real_4: 0.2057095617055893 (0.19924329634875163) | > loss_disc_real_5: 0.17001378536224365 (0.20177385735978434) | > loss_0: 2.22261905670166 (2.2128571556132033) | > grad_norm_0: tensor(39.8011, device='cuda:0') (tensor(27.3766, device='cuda:0')) | > loss_gen: 2.905974864959717 (2.7656879912916024) | > loss_kl: 1.764614462852478 (1.747558076822885) | > loss_feat: 8.013335227966309 (8.251251017920055) | > loss_mel: 12.033158302307129 (13.287869780937546) | > loss_duration: 1.6660114526748657 (1.690674182146894) | > amp_scaler: 256.0 (256.45551601423455) | > loss_1: 26.383094787597656 (27.743040997786874) | > grad_norm_1: tensor(390.8817, device='cuda:0') (tensor(580.6000, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8955 (0.8491710343819071) | > loader_time: 0.0106 (0.010000304395193732)  --> TIME: 2025-05-09 22:15:04 -- STEP: 612/725 -- GLOBAL_STEP: 180600 | > loss_disc: 2.2979469299316406 (2.212920850398494) | > loss_disc_real_0: 0.1253347396850586 (0.1398426818302253) | > loss_disc_real_1: 0.19428591430187225 (0.1936158110551974) | > loss_disc_real_2: 0.20722094178199768 (0.189495755809974) | > loss_disc_real_3: 0.2174389660358429 (0.20522524219225435) | > loss_disc_real_4: 0.19184868037700653 (0.1993603058451531) | > loss_disc_real_5: 0.17636485397815704 (0.2018461231069238) | > loss_0: 2.2979469299316406 (2.212920850398494) | > grad_norm_0: tensor(30.0790, device='cuda:0') (tensor(27.5899, device='cuda:0')) | > loss_gen: 2.741837739944458 (2.7660306088285496) | > loss_kl: 1.719030737876892 (1.74747620708023) | > loss_feat: 7.916763782501221 (8.251928966808931) | > loss_mel: 13.084324836730957 (13.29307095053928) | > loss_duration: 1.6012897491455078 (1.6902102681936009) | > amp_scaler: 256.0 (256.41830065359443) | > loss_1: 27.063247680664062 (27.748716943404247) | > grad_norm_1: tensor(609.2574, device='cuda:0') (tensor(583.8527, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8155 (0.8490881421207602) | > loader_time: 0.0087 (0.009982795107598402)  --> TIME: 2025-05-09 22:15:46 -- STEP: 662/725 -- GLOBAL_STEP: 180650 | > loss_disc: 2.3141167163848877 (2.21462392374828) | > loss_disc_real_0: 0.18750789761543274 (0.1406482760977347) | > loss_disc_real_1: 0.2038697451353073 (0.19350392605512876) | > loss_disc_real_2: 0.16623350977897644 (0.18942762578181987) | > loss_disc_real_3: 0.20740467309951782 (0.2050784393199621) | > loss_disc_real_4: 0.20894935727119446 (0.19938424808111074) | > loss_disc_real_5: 0.2166445255279541 (0.20253678377481385) | > loss_0: 2.3141167163848877 (2.21462392374828) | > grad_norm_0: tensor(34.2470, device='cuda:0') (tensor(27.9132, device='cuda:0')) | > loss_gen: 2.6803858280181885 (2.7659601304466266) | > loss_kl: 1.7334709167480469 (1.7456925071978497) | > loss_feat: 7.591882705688477 (8.250798896000097) | > loss_mel: 12.796263694763184 (13.308783451956199) | > loss_duration: 1.6836988925933838 (1.6903900835449248) | > amp_scaler: 256.0 (256.38670694864027) | > loss_1: 26.485700607299805 (27.761625024847387) | > grad_norm_1: tensor(657.7808, device='cuda:0') (tensor(582.9647, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8569 (0.8482383583247481) | > loader_time: 0.01 (0.00995197541043838)  --> TIME: 2025-05-09 22:16:29 -- STEP: 712/725 -- GLOBAL_STEP: 180700 | > loss_disc: 2.1855034828186035 (2.2150538202082153) | > loss_disc_real_0: 0.16460402309894562 (0.14050398355747523) | > loss_disc_real_1: 0.19381298124790192 (0.19337201524484016) | > loss_disc_real_2: 0.17575903236865997 (0.18942583584634773) | > loss_disc_real_3: 0.19244049489498138 (0.20511269410339633) | > loss_disc_real_4: 0.1922004222869873 (0.19942098895736624) | > loss_disc_real_5: 0.21586279571056366 (0.2029018434957507) | > loss_0: 2.1855034828186035 (2.2150538202082153) | > grad_norm_0: tensor(31.5887, device='cuda:0') (tensor(27.5767, device='cuda:0')) | > loss_gen: 2.7803118228912354 (2.7637147886699505) | > loss_kl: 1.7869477272033691 (1.7429355778051225) | > loss_feat: 8.151007652282715 (8.243439719918056) | > loss_mel: 14.507707595825195 (13.305641497119083) | > loss_duration: 1.6984412670135498 (1.6900159925892118) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 28.924415588378906 (27.745747531397953) | > grad_norm_1: tensor(154.1862, device='cuda:0') (tensor(581.9592, device='cuda:0')) | > current_lr_0: 0.00019542778424150499 | > current_lr_1: 0.00019542778424150499 | > step_time: 0.8133 (0.848118257656526) | > loader_time: 0.0096 (0.009943477558286012)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.316167116165161 (2.316167116165161) | > loss_disc_real_0: 0.18436361849308014 (0.18436361849308014) | > loss_disc_real_1: 0.19239948689937592 (0.19239948689937592) | > loss_disc_real_2: 0.23458823561668396 (0.23458823561668396) | > loss_disc_real_3: 0.1929536610841751 (0.1929536610841751) | > loss_disc_real_4: 0.23999346792697906 (0.23999346792697906) | > loss_disc_real_5: 0.20484547317028046 (0.20484547317028046) | > loss_0: 2.316167116165161 (2.316167116165161) | > loss_gen: 2.6938438415527344 (2.6938438415527344) | > loss_kl: 1.9577223062515259 (1.9577223062515259) | > loss_feat: 8.206873893737793 (8.206873893737793) | > loss_mel: 14.089609146118164 (14.089609146118164) | > loss_duration: 1.7108118534088135 (1.7108118534088135) | > loss_1: 28.65886116027832 (28.65886116027832)  --> STEP: 1 | > loss_disc: 2.3162972927093506 (2.3162972927093506) | > loss_disc_real_0: 0.18847258388996124 (0.18847258388996124) | > loss_disc_real_1: 0.19574685394763947 (0.19574685394763947) | > loss_disc_real_2: 0.2453843057155609 (0.2453843057155609) | > loss_disc_real_3: 0.1782953143119812 (0.1782953143119812) | > loss_disc_real_4: 0.20952174067497253 (0.20952174067497253) | > loss_disc_real_5: 0.19945400953292847 (0.19945400953292847) | > loss_0: 2.3162972927093506 (2.3162972927093506) | > loss_gen: 2.615888833999634 (2.615888833999634) | > loss_kl: 1.8233131170272827 (1.8233131170272827) | > loss_feat: 7.562752723693848 (7.562752723693848) | > loss_mel: 12.902597427368164 (12.902597427368164) | > loss_duration: 1.7591664791107178 (1.7591664791107178) | > loss_1: 26.66371726989746 (26.66371726989746)  --> STEP: 2 | > loss_disc: 2.365410327911377 (2.3408538103103638) | > loss_disc_real_0: 0.19463977217674255 (0.1915561780333519) | > loss_disc_real_1: 0.20173011720180511 (0.1987384855747223) | > loss_disc_real_2: 0.22771669924259186 (0.23655050247907639) | > loss_disc_real_3: 0.19825643301010132 (0.18827587366104126) | > loss_disc_real_4: 0.20617952942848206 (0.2078506350517273) | > loss_disc_real_5: 0.20561374723911285 (0.20253387838602066) | > loss_0: 2.365410327911377 (2.3408538103103638) | > loss_gen: 2.551496744155884 (2.583692789077759) | > loss_kl: 1.7701114416122437 (1.7967122793197632) | > loss_feat: 7.010433197021484 (7.286592960357666) | > loss_mel: 12.110706329345703 (12.506651878356934) | > loss_duration: 1.819965124130249 (1.7895658016204834) | > loss_1: 25.262712478637695 (25.963214874267578)  --> STEP: 3 | > loss_disc: 2.351804256439209 (2.344503959019979) | > loss_disc_real_0: 0.20432928204536438 (0.1958138793706894) | > loss_disc_real_1: 0.20584510266780853 (0.20110735793908438) | > loss_disc_real_2: 0.24371230602264404 (0.23893777032693228) | > loss_disc_real_3: 0.17482738196849823 (0.18379304309686026) | > loss_disc_real_4: 0.22226069867610931 (0.21265398959318796) | > loss_disc_real_5: 0.20622196793556213 (0.20376324156920114) | > loss_0: 2.351804256439209 (2.344503959019979) | > loss_gen: 2.6322638988494873 (2.5998831590016684) | > loss_kl: 1.8000848293304443 (1.797836462656657) | > loss_feat: 7.195564270019531 (7.256250063578288) | > loss_mel: 13.219415664672852 (12.744239807128906) | > loss_duration: 1.7996010780334473 (1.792910893758138) | > loss_1: 26.646928787231445 (26.1911195119222)  --> STEP: 4 | > loss_disc: 2.367704391479492 (2.350304067134857) | > loss_disc_real_0: 0.19994165003299713 (0.19684582203626633) | > loss_disc_real_1: 0.19975441694259644 (0.2007691226899624) | > loss_disc_real_2: 0.2155330926179886 (0.23308660089969635) | > loss_disc_real_3: 0.1986476480960846 (0.18750669434666634) | > loss_disc_real_4: 0.19612830877304077 (0.20852256938815117) | > loss_disc_real_5: 0.21350416541099548 (0.20619847252964973) | > loss_0: 2.367704391479492 (2.350304067134857) | > loss_gen: 2.536406993865967 (2.584014117717743) | > loss_kl: 1.7834211587905884 (1.7942326366901398) | > loss_feat: 7.157845973968506 (7.231649041175842) | > loss_mel: 12.529876708984375 (12.690649032592773) | > loss_duration: 1.7513638734817505 (1.7825241386890411) | > loss_1: 25.758914947509766 (26.083068370819092) --> EVAL PERFORMANCE | > avg_loader_time: 0.28508174419403076 (+0.004016995429992676) | > avg_loss_disc: 2.350304067134857 (+0.06283938884735107) | > avg_loss_disc_real_0: 0.19684582203626633 (+0.010626059025526047) | > avg_loss_disc_real_1: 0.2007691226899624 (+0.02641942724585533) | > avg_loss_disc_real_2: 0.23308660089969635 (+0.06430060788989067) | > avg_loss_disc_real_3: 0.18750669434666634 (-0.018930617719888687) | > avg_loss_disc_real_4: 0.20852256938815117 (-0.0015486925840377808) | > avg_loss_disc_real_5: 0.20619847252964973 (+0.002827763557434082) | > avg_loss_0: 2.350304067134857 (+0.06283938884735107) | > avg_loss_gen: 2.584014117717743 (+0.11180740594863892) | > avg_loss_kl: 1.7942326366901398 (-0.09998869895935059) | > avg_loss_feat: 7.231649041175842 (-0.541674017906189) | > avg_loss_mel: 12.690649032592773 (-0.7240877151489258) | > avg_loss_duration: 1.7825241386890411 (-0.008507847785949707) | > avg_loss_1: 26.083068370819092 (-1.2624516487121582)  > EPOCH: 186/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 22:16:47)   --> TIME: 2025-05-09 22:17:21 -- STEP: 37/725 -- GLOBAL_STEP: 180750 | > loss_disc: 2.2343132495880127 (2.2259080732190926) | > loss_disc_real_0: 0.1748480647802353 (0.1440255649991938) | > loss_disc_real_1: 0.19310227036476135 (0.19322374704721812) | > loss_disc_real_2: 0.17249785363674164 (0.18769710813019727) | > loss_disc_real_3: 0.18683430552482605 (0.20796340180409922) | > loss_disc_real_4: 0.16168294847011566 (0.19912748924783757) | > loss_disc_real_5: 0.2326228767633438 (0.20468833398174596) | > loss_0: 2.2343132495880127 (2.2259080732190926) | > grad_norm_0: tensor(32.1763, device='cuda:0') (tensor(29.1501, device='cuda:0')) | > loss_gen: 2.7143099308013916 (2.757392747982128) | > loss_kl: 1.8023957014083862 (1.7177968315176062) | > loss_feat: 8.050578117370605 (8.127107852214092) | > loss_mel: 12.13161563873291 (13.307539991430334) | > loss_duration: 1.6890206336975098 (1.6842646598815918) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.38791847229004 (27.5941019831477) | > grad_norm_1: tensor(604.2893, device='cuda:0') (tensor(597.9074, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8364 (0.8418033187453812) | > loader_time: 0.0095 (0.009921524975750898)  --> TIME: 2025-05-09 22:18:04 -- STEP: 87/725 -- GLOBAL_STEP: 180800 | > loss_disc: 2.2566590309143066 (2.217411109770852) | > loss_disc_real_0: 0.13349102437496185 (0.14167252876635258) | > loss_disc_real_1: 0.17838728427886963 (0.19350388252187042) | > loss_disc_real_2: 0.16594624519348145 (0.18838737511086734) | > loss_disc_real_3: 0.23143631219863892 (0.20656425976890258) | > loss_disc_real_4: 0.22194264829158783 (0.19814678547026096) | > loss_disc_real_5: 0.23594924807548523 (0.2023776762786953) | > loss_0: 2.2566590309143066 (2.217411109770852) | > grad_norm_0: tensor(31.7459, device='cuda:0') (tensor(29.5997, device='cuda:0')) | > loss_gen: 2.7281506061553955 (2.7627008454553) | > loss_kl: 1.7483594417572021 (1.7183484387123722) | > loss_feat: 7.939090251922607 (8.213396351912927) | > loss_mel: 13.90893840789795 (13.317540475691873) | > loss_duration: 1.679909110069275 (1.686812640606672) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.00444793701172 (27.69879871675338) | > grad_norm_1: tensor(752.4944, device='cuda:0') (tensor(603.1674, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8325 (0.8476147377628019) | > loader_time: 0.0093 (0.010032442794449025)  --> TIME: 2025-05-09 22:18:47 -- STEP: 137/725 -- GLOBAL_STEP: 180850 | > loss_disc: 2.046499490737915 (2.2133967241231556) | > loss_disc_real_0: 0.17708773910999298 (0.14140661088001988) | > loss_disc_real_1: 0.17103834450244904 (0.1939306544126385) | > loss_disc_real_2: 0.17200566828250885 (0.1883231821286417) | > loss_disc_real_3: 0.2067996710538864 (0.20578573752928825) | > loss_disc_real_4: 0.19843874871730804 (0.19892094507269617) | > loss_disc_real_5: 0.20492295920848846 (0.20173255065931892) | > loss_0: 2.046499490737915 (2.2133967241231556) | > grad_norm_0: tensor(47.7572, device='cuda:0') (tensor(29.8458, device='cuda:0')) | > loss_gen: 2.985785484313965 (2.771132787648779) | > loss_kl: 1.842502474784851 (1.7176683418942194) | > loss_feat: 9.605690002441406 (8.227859524914821) | > loss_mel: 14.216958045959473 (13.295395454351048) | > loss_duration: 1.6562139987945557 (1.6888619991984681) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.30714988708496 (27.700918002720297) | > grad_norm_1: tensor(826.2241, device='cuda:0') (tensor(602.6324, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8211 (0.8479318531760334) | > loader_time: 0.0098 (0.010053852178754595)  --> TIME: 2025-05-09 22:19:30 -- STEP: 187/725 -- GLOBAL_STEP: 180900 | > loss_disc: 2.1018853187561035 (2.2116992173985364) | > loss_disc_real_0: 0.1441214382648468 (0.14021425056744385) | > loss_disc_real_1: 0.17916564643383026 (0.19316970417525026) | > loss_disc_real_2: 0.18665103614330292 (0.18845752216277906) | > loss_disc_real_3: 0.18724112212657928 (0.20537412158626925) | > loss_disc_real_4: 0.15189187228679657 (0.19901735809716312) | > loss_disc_real_5: 0.18754231929779053 (0.20244018892872143) | > loss_0: 2.1018853187561035 (2.2116992173985364) | > grad_norm_0: tensor(36.1245, device='cuda:0') (tensor(29.5384, device='cuda:0')) | > loss_gen: 2.8140599727630615 (2.7683289637540103) | > loss_kl: 1.6400210857391357 (1.7308356985051365) | > loss_feat: 8.851170539855957 (8.218360941677812) | > loss_mel: 13.880199432373047 (13.259761738904658) | > loss_duration: 1.7072277069091797 (1.6896253868857807) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.89267921447754 (27.666912599043414) | > grad_norm_1: tensor(750.6936, device='cuda:0') (tensor(601.1808, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8547 (0.84757874101241) | > loader_time: 0.0104 (0.010050670348386715)  --> TIME: 2025-05-09 22:20:14 -- STEP: 237/725 -- GLOBAL_STEP: 180950 | > loss_disc: 2.025662422180176 (2.2113123739822003) | > loss_disc_real_0: 0.10078708827495575 (0.13966857550767914) | > loss_disc_real_1: 0.17194649577140808 (0.1932713430893571) | > loss_disc_real_2: 0.15932409465312958 (0.1881033521664293) | > loss_disc_real_3: 0.20085978507995605 (0.20554596393168728) | > loss_disc_real_4: 0.2198665738105774 (0.19881902609947866) | > loss_disc_real_5: 0.21823151409626007 (0.20330413170001677) | > loss_0: 2.025662422180176 (2.2113123739822003) | > grad_norm_0: tensor(21.8590, device='cuda:0') (tensor(28.9756, device='cuda:0')) | > loss_gen: 3.013594388961792 (2.767104605582192) | > loss_kl: 1.9418089389801025 (1.7350425584406792) | > loss_feat: 10.06039047241211 (8.23869071429289) | > loss_mel: 15.234207153320312 (13.274823981498365) | > loss_duration: 1.7011618614196777 (1.6896750257991033) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.951162338256836 (27.70533680815234) | > grad_norm_1: tensor(811.5949, device='cuda:0') (tensor(602.3442, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8134 (0.8484008302165487) | > loader_time: 0.0115 (0.009999962295660993)  --> TIME: 2025-05-09 22:20:56 -- STEP: 287/725 -- GLOBAL_STEP: 181000 | > loss_disc: 2.1848413944244385 (2.210341811180114) | > loss_disc_real_0: 0.168851837515831 (0.13995737909543818) | > loss_disc_real_1: 0.15971355140209198 (0.19309468042975095) | > loss_disc_real_2: 0.19240638613700867 (0.18845868650629122) | > loss_disc_real_3: 0.21316953003406525 (0.20575330621897134) | > loss_disc_real_4: 0.20996053516864777 (0.19844785623434122) | > loss_disc_real_5: 0.17868651449680328 (0.20268931398200662) | > loss_0: 2.1848413944244385 (2.210341811180114) | > grad_norm_0: tensor(55.2685, device='cuda:0') (tensor(29.6916, device='cuda:0')) | > loss_gen: 2.8378443717956543 (2.7666106905255985) | > loss_kl: 1.4867161512374878 (1.7348891002375908) | > loss_feat: 8.688020706176758 (8.220516631827541) | > loss_mel: 13.688225746154785 (13.25405155740133) | > loss_duration: 1.706916093826294 (1.6901472092505536) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.407724380493164 (27.666215152275278) | > grad_norm_1: tensor(1056.3105, device='cuda:0') (tensor(605.1409, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.7975 (0.8469403222047495) | > loader_time: 0.01 (0.010021703999216966) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_181000.pth  --> TIME: 2025-05-09 22:21:42 -- STEP: 337/725 -- GLOBAL_STEP: 181050 | > loss_disc: 2.331744909286499 (2.2132112771184214) | > loss_disc_real_0: 0.0983695387840271 (0.1394606227779248) | > loss_disc_real_1: 0.21601752936840057 (0.19355097965776727) | > loss_disc_real_2: 0.16731207072734833 (0.18924888835816422) | > loss_disc_real_3: 0.20518101751804352 (0.20584208356874278) | > loss_disc_real_4: 0.20653268694877625 (0.19886954911384816) | > loss_disc_real_5: 0.22149689495563507 (0.20327751236782587) | > loss_0: 2.331744909286499 (2.2132112771184214) | > grad_norm_0: tensor(18.0476, device='cuda:0') (tensor(29.3422, device='cuda:0')) | > loss_gen: 2.5868117809295654 (2.763094164851156) | > loss_kl: 1.7138445377349854 (1.7337102897089385) | > loss_feat: 7.923462867736816 (8.211643401522311) | > loss_mel: 13.473751068115234 (13.23882218708978) | > loss_duration: 1.6652071475982666 (1.689335258848943) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.363075256347656 (27.636605259926466) | > grad_norm_1: tensor(618.6636, device='cuda:0') (tensor(609.8087, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8704 (0.8475529708918904) | > loader_time: 0.0103 (0.010018462597085746)  --> TIME: 2025-05-09 22:22:26 -- STEP: 387/725 -- GLOBAL_STEP: 181100 | > loss_disc: 2.1606693267822266 (2.2125584527811637) | > loss_disc_real_0: 0.15227559208869934 (0.1398955397211613) | > loss_disc_real_1: 0.17270632088184357 (0.19332955188529422) | > loss_disc_real_2: 0.17950402200222015 (0.18929649523678366) | > loss_disc_real_3: 0.21714036166667938 (0.20566279396838305) | > loss_disc_real_4: 0.200404092669487 (0.19871754051024915) | > loss_disc_real_5: 0.20260900259017944 (0.20329752013818858) | > loss_0: 2.1606693267822266 (2.2125584527811637) | > grad_norm_0: tensor(38.2854, device='cuda:0') (tensor(29.6761, device='cuda:0')) | > loss_gen: 2.7083661556243896 (2.764094126008892) | > loss_kl: 1.6438332796096802 (1.7323539087630673) | > loss_feat: 7.95884370803833 (8.214516079086975) | > loss_mel: 13.910367965698242 (13.241450652287606) | > loss_duration: 1.7659739255905151 (1.6892372132579794) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.98738670349121 (27.641651922418173) | > grad_norm_1: tensor(685.1421, device='cuda:0') (tensor(613.1497, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8608 (0.8479558947166425) | > loader_time: 0.0092 (0.01000447113076538)  --> TIME: 2025-05-09 22:23:09 -- STEP: 437/725 -- GLOBAL_STEP: 181150 | > loss_disc: 2.20599365234375 (2.214177604943718) | > loss_disc_real_0: 0.15784597396850586 (0.1404707945832127) | > loss_disc_real_1: 0.18491245806217194 (0.19306056600413538) | > loss_disc_real_2: 0.16221584379673004 (0.18915572837506603) | > loss_disc_real_3: 0.23597179353237152 (0.20586100769670387) | > loss_disc_real_4: 0.17755234241485596 (0.19878082816197076) | > loss_disc_real_5: 0.21872083842754364 (0.20368291935467886) | > loss_0: 2.20599365234375 (2.214177604943718) | > grad_norm_0: tensor(49.5873, device='cuda:0') (tensor(29.6118, device='cuda:0')) | > loss_gen: 2.736074924468994 (2.7606056914995123) | > loss_kl: 1.6693880558013916 (1.732291589066966) | > loss_feat: 8.034472465515137 (8.211096989481076) | > loss_mel: 13.30651569366455 (13.232632532272515) | > loss_duration: 1.656125545501709 (1.689018968859308) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.402576446533203 (27.62564574881059) | > grad_norm_1: tensor(525.2979, device='cuda:0') (tensor(610.1184, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8808 (0.8476207480005051) | > loader_time: 0.0097 (0.009960476266437595)  --> TIME: 2025-05-09 22:23:52 -- STEP: 487/725 -- GLOBAL_STEP: 181200 | > loss_disc: 2.3101420402526855 (2.2132652993074915) | > loss_disc_real_0: 0.21610566973686218 (0.13991533730798686) | > loss_disc_real_1: 0.18713846802711487 (0.19316321586926113) | > loss_disc_real_2: 0.19776791334152222 (0.18911554748517528) | > loss_disc_real_3: 0.22251969575881958 (0.20578891473384364) | > loss_disc_real_4: 0.20489883422851562 (0.19882130714657376) | > loss_disc_real_5: 0.2364056408405304 (0.20332080756124776) | > loss_0: 2.3101420402526855 (2.2132652993074915) | > grad_norm_0: tensor(39.3535, device='cuda:0') (tensor(29.7881, device='cuda:0')) | > loss_gen: 2.6831560134887695 (2.7650029355740386) | > loss_kl: 1.6974096298217773 (1.7317650460119856) | > loss_feat: 7.5366034507751465 (8.22579299448941) | > loss_mel: 12.087017059326172 (13.267194926126784) | > loss_duration: 1.6768311262130737 (1.6895800197393742) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.681015014648438 (27.67933588987504) | > grad_norm_1: tensor(629.1644, device='cuda:0') (tensor(616.4321, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8152 (0.8478721784125609) | > loader_time: 0.0095 (0.009953337283594656)  --> TIME: 2025-05-09 22:24:35 -- STEP: 537/725 -- GLOBAL_STEP: 181250 | > loss_disc: 2.2633113861083984 (2.2133503934746566) | > loss_disc_real_0: 0.11221875995397568 (0.14000071740572242) | > loss_disc_real_1: 0.18258044123649597 (0.19316067542443718) | > loss_disc_real_2: 0.1825035810470581 (0.18916644699857665) | > loss_disc_real_3: 0.21051740646362305 (0.20570593972445864) | > loss_disc_real_4: 0.18711824715137482 (0.1989244163535827) | > loss_disc_real_5: 0.19968508183956146 (0.2034099534903159) | > loss_0: 2.2633113861083984 (2.2133503934746566) | > grad_norm_0: tensor(20.6288, device='cuda:0') (tensor(29.7292, device='cuda:0')) | > loss_gen: 2.772974967956543 (2.764662629399219) | > loss_kl: 1.6803555488586426 (1.729745335641076) | > loss_feat: 8.992820739746094 (8.22318770232813) | > loss_mel: 14.150644302368164 (13.276269573517133) | > loss_duration: 1.7265069484710693 (1.6897240874931574) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.323301315307617 (27.683589303071724) | > grad_norm_1: tensor(643.2559, device='cuda:0') (tensor(615.0927, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8509 (0.8478119182409078) | > loader_time: 0.0093 (0.009920177512994696)  --> TIME: 2025-05-09 22:25:18 -- STEP: 587/725 -- GLOBAL_STEP: 181300 | > loss_disc: 2.17543363571167 (2.21372518649093) | > loss_disc_real_0: 0.16831141710281372 (0.14052710415608233) | > loss_disc_real_1: 0.18472369015216827 (0.19309626311520692) | > loss_disc_real_2: 0.17467832565307617 (0.188794639919848) | > loss_disc_real_3: 0.21659637987613678 (0.20574361278819867) | > loss_disc_real_4: 0.1992853283882141 (0.19890148876777505) | > loss_disc_real_5: 0.2370762676000595 (0.20344370293860953) | > loss_0: 2.17543363571167 (2.21372518649093) | > grad_norm_0: tensor(22.4196, device='cuda:0') (tensor(29.6574, device='cuda:0')) | > loss_gen: 2.9560749530792236 (2.763501726585918) | > loss_kl: 1.5965980291366577 (1.7264856490000342) | > loss_feat: 8.632980346679688 (8.213810441441183) | > loss_mel: 14.170433044433594 (13.260740111186927) | > loss_duration: 1.6634594202041626 (1.6890188477920711) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.019546508789062 (27.653556745746872) | > grad_norm_1: tensor(681.7335, device='cuda:0') (tensor(606.9700, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8574 (0.847703328124506) | > loader_time: 0.0092 (0.009897790938057328)  --> TIME: 2025-05-09 22:26:01 -- STEP: 637/725 -- GLOBAL_STEP: 181350 | > loss_disc: 2.231435775756836 (2.2136252390533633) | > loss_disc_real_0: 0.09827914088964462 (0.1410013559264142) | > loss_disc_real_1: 0.2017451375722885 (0.19305947198411166) | > loss_disc_real_2: 0.19452397525310516 (0.18878964307824708) | > loss_disc_real_3: 0.2144809365272522 (0.2056075770121353) | > loss_disc_real_4: 0.2057131975889206 (0.1987154081206495) | > loss_disc_real_5: 0.18487365543842316 (0.2035204665018962) | > loss_0: 2.231435775756836 (2.2136252390533633) | > grad_norm_0: tensor(20.5320, device='cuda:0') (tensor(29.4149, device='cuda:0')) | > loss_gen: 2.6924889087677 (2.7639099196698997) | > loss_kl: 1.6645994186401367 (1.7266274041246203) | > loss_feat: 8.326250076293945 (8.220497691275748) | > loss_mel: 13.477046012878418 (13.27132610099469) | > loss_duration: 1.6625075340270996 (1.6889564966668889) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.822893142700195 (27.671317584099157) | > grad_norm_1: tensor(653.0081, device='cuda:0') (tensor(603.4316, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8293 (0.8474541522644374) | > loader_time: 0.0094 (0.009878912750555554)  --> TIME: 2025-05-09 22:26:43 -- STEP: 687/725 -- GLOBAL_STEP: 181400 | > loss_disc: 2.3012468814849854 (2.2138787277227214) | > loss_disc_real_0: 0.1611960381269455 (0.14103129766393446) | > loss_disc_real_1: 0.1924455165863037 (0.19308299125542278) | > loss_disc_real_2: 0.174423947930336 (0.18880497732537277) | > loss_disc_real_3: 0.23305372893810272 (0.20567687504329696) | > loss_disc_real_4: 0.18436472117900848 (0.19867769432466978) | > loss_disc_real_5: 0.19478534162044525 (0.20342115298716087) | > loss_0: 2.3012468814849854 (2.2138787277227214) | > grad_norm_0: tensor(42.3721, device='cuda:0') (tensor(29.5406, device='cuda:0')) | > loss_gen: 2.716571569442749 (2.7658150380008237) | > loss_kl: 1.8226938247680664 (1.7249416576202257) | > loss_feat: 8.526092529296875 (8.232398448205586) | > loss_mel: 13.718193054199219 (13.292844700153912) | > loss_duration: 1.7023836374282837 (1.6891804404307313) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.485933303833008 (27.705180247277667) | > grad_norm_1: tensor(349.5882, device='cuda:0') (tensor(600.9685, device='cuda:0')) | > current_lr_0: 0.0001954033557684748 | > current_lr_1: 0.0001954033557684748 | > step_time: 0.8571 (0.8465612167180709) | > loader_time: 0.0101 (0.009869741387068797)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.224437952041626 (2.224437952041626) | > loss_disc_real_0: 0.15923774242401123 (0.15923774242401123) | > loss_disc_real_1: 0.2196836769580841 (0.2196836769580841) | > loss_disc_real_2: 0.2285505086183548 (0.2285505086183548) | > loss_disc_real_3: 0.25389716029167175 (0.25389716029167175) | > loss_disc_real_4: 0.21587754786014557 (0.21587754786014557) | > loss_disc_real_5: 0.2084583342075348 (0.2084583342075348) | > loss_0: 2.224437952041626 (2.224437952041626) | > loss_gen: 3.03562593460083 (3.03562593460083) | > loss_kl: 2.028611421585083 (2.028611421585083) | > loss_feat: 8.003669738769531 (8.003669738769531) | > loss_mel: 13.929967880249023 (13.929967880249023) | > loss_duration: 1.6921024322509766 (1.6921024322509766) | > loss_1: 28.689977645874023 (28.689977645874023)  --> STEP: 1 | > loss_disc: 2.314918279647827 (2.314918279647827) | > loss_disc_real_0: 0.17872971296310425 (0.17872971296310425) | > loss_disc_real_1: 0.21466200053691864 (0.21466200053691864) | > loss_disc_real_2: 0.22143693268299103 (0.22143693268299103) | > loss_disc_real_3: 0.24145923554897308 (0.24145923554897308) | > loss_disc_real_4: 0.21105223894119263 (0.21105223894119263) | > loss_disc_real_5: 0.21174626052379608 (0.21174626052379608) | > loss_0: 2.314918279647827 (2.314918279647827) | > loss_gen: 2.757822275161743 (2.757822275161743) | > loss_kl: 2.028020143508911 (2.028020143508911) | > loss_feat: 6.820843696594238 (6.820843696594238) | > loss_mel: 12.2860746383667 (12.2860746383667) | > loss_duration: 1.7856242656707764 (1.7856242656707764) | > loss_1: 25.678382873535156 (25.678382873535156)  --> STEP: 2 | > loss_disc: 2.329277515411377 (2.322097897529602) | > loss_disc_real_0: 0.1783120483160019 (0.17852088063955307) | > loss_disc_real_1: 0.21581140160560608 (0.21523670107126236) | > loss_disc_real_2: 0.2343733161687851 (0.22790512442588806) | > loss_disc_real_3: 0.25010690093040466 (0.24578306823968887) | > loss_disc_real_4: 0.20909439027309418 (0.2100733146071434) | > loss_disc_real_5: 0.22107434272766113 (0.2164103016257286) | > loss_0: 2.329277515411377 (2.322097897529602) | > loss_gen: 2.76409912109375 (2.7609606981277466) | > loss_kl: 1.923111081123352 (1.9755656123161316) | > loss_feat: 7.311272621154785 (7.066058158874512) | > loss_mel: 12.828194618225098 (12.557134628295898) | > loss_duration: 1.8116403818130493 (1.7986323237419128) | > loss_1: 26.638317108154297 (26.158349990844727)  --> STEP: 3 | > loss_disc: 2.2231011390686035 (2.2890989780426025) | > loss_disc_real_0: 0.17779462039470673 (0.17827879389127096) | > loss_disc_real_1: 0.21007171273231506 (0.21351503829161325) | > loss_disc_real_2: 0.20507869124412537 (0.2202963133653005) | > loss_disc_real_3: 0.21734435856342316 (0.2363034983476003) | > loss_disc_real_4: 0.2130778431892395 (0.21107482413450876) | > loss_disc_real_5: 0.22529511153697968 (0.21937190492947897) | > loss_0: 2.2231011390686035 (2.2890989780426025) | > loss_gen: 2.952977180480957 (2.8249661922454834) | > loss_kl: 1.9378265142440796 (1.962985912958781) | > loss_feat: 8.818754196166992 (7.650290171305339) | > loss_mel: 14.0848388671875 (13.0663693745931) | > loss_duration: 1.8031915426254272 (1.800152063369751) | > loss_1: 29.59758758544922 (27.30476252237956)  --> STEP: 4 | > loss_disc: 2.352565288543701 (2.304965555667877) | > loss_disc_real_0: 0.15271121263504028 (0.1718868985772133) | > loss_disc_real_1: 0.21136237680912018 (0.21297687292099) | > loss_disc_real_2: 0.22679440677165985 (0.22192083671689034) | > loss_disc_real_3: 0.25385522842407227 (0.2406914308667183) | > loss_disc_real_4: 0.2180531620979309 (0.2128194086253643) | > loss_disc_real_5: 0.21253885328769684 (0.21766364201903343) | > loss_0: 2.352565288543701 (2.304965555667877) | > loss_gen: 2.7256524562835693 (2.800137758255005) | > loss_kl: 1.8864718675613403 (1.9438574016094208) | > loss_feat: 8.899947166442871 (7.962704420089722) | > loss_mel: 12.817136764526367 (13.004061222076416) | > loss_duration: 1.7365254163742065 (1.7842454016208649) | > loss_1: 28.065732955932617 (27.495005130767822) --> EVAL PERFORMANCE | > avg_loader_time: 0.27636104822158813 (-0.008720695972442627) | > avg_loss_disc: 2.304965555667877 (-0.04533851146697998) | > avg_loss_disc_real_0: 0.1718868985772133 (-0.02495892345905304) | > avg_loss_disc_real_1: 0.21297687292099 (+0.012207750231027603) | > avg_loss_disc_real_2: 0.22192083671689034 (-0.011165764182806015) | > avg_loss_disc_real_3: 0.2406914308667183 (+0.053184736520051956) | > avg_loss_disc_real_4: 0.2128194086253643 (+0.004296839237213135) | > avg_loss_disc_real_5: 0.21766364201903343 (+0.011465169489383698) | > avg_loss_0: 2.304965555667877 (-0.04533851146697998) | > avg_loss_gen: 2.800137758255005 (+0.21612364053726196) | > avg_loss_kl: 1.9438574016094208 (+0.149624764919281) | > avg_loss_feat: 7.962704420089722 (+0.7310553789138794) | > avg_loss_mel: 13.004061222076416 (+0.3134121894836426) | > avg_loss_duration: 1.7842454016208649 (+0.0017212629318237305) | > avg_loss_1: 27.495005130767822 (+1.4119367599487305)  > EPOCH: 187/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 22:27:22)   --> TIME: 2025-05-09 22:27:35 -- STEP: 12/725 -- GLOBAL_STEP: 181450 | > loss_disc: 2.2845985889434814 (2.256199061870575) | > loss_disc_real_0: 0.17080797255039215 (0.15330551999310651) | > loss_disc_real_1: 0.2109624743461609 (0.202006958425045) | > loss_disc_real_2: 0.2078690081834793 (0.18879451602697372) | > loss_disc_real_3: 0.2056141048669815 (0.20770431806643805) | > loss_disc_real_4: 0.21869337558746338 (0.20437696451942125) | > loss_disc_real_5: 0.1978251338005066 (0.20971963678797087) | > loss_0: 2.2845985889434814 (2.256199061870575) | > grad_norm_0: tensor(52.5259, device='cuda:0') (tensor(29.4505, device='cuda:0')) | > loss_gen: 2.6746745109558105 (2.6956281860669455) | > loss_kl: 1.7653119564056396 (1.7618718942006428) | > loss_feat: 7.086740493774414 (7.9053248564402265) | > loss_mel: 12.609735488891602 (13.057904163996378) | > loss_duration: 1.719233751296997 (1.6882805824279785) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.855697631835938 (27.10900942484538) | > grad_norm_1: tensor(736.3430, device='cuda:0') (tensor(627.6335, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8571 (0.8358158270517985) | > loader_time: 0.0092 (0.009661336739857992)  --> TIME: 2025-05-09 22:28:18 -- STEP: 62/725 -- GLOBAL_STEP: 181500 | > loss_disc: 2.3614604473114014 (2.2309091552611306) | > loss_disc_real_0: 0.1062321811914444 (0.14787559379493032) | > loss_disc_real_1: 0.1911400407552719 (0.19568925062494893) | > loss_disc_real_2: 0.20576557517051697 (0.18958357240884535) | > loss_disc_real_3: 0.2233182042837143 (0.20637581112884706) | > loss_disc_real_4: 0.19185246527194977 (0.20005371734019248) | > loss_disc_real_5: 0.21502281725406647 (0.2001262626820995) | > loss_0: 2.3614604473114014 (2.2309091552611306) | > grad_norm_0: tensor(14.5854, device='cuda:0') (tensor(30.8821, device='cuda:0')) | > loss_gen: 2.3566787242889404 (2.751016443775546) | > loss_kl: 1.5656511783599854 (1.7308600583384115) | > loss_feat: 6.431164741516113 (8.118693351745602) | > loss_mel: 11.782054901123047 (13.233036241223735) | > loss_duration: 1.7256133556365967 (1.6865962224621927) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.861160278320312 (27.520202175263435) | > grad_norm_1: tensor(457.4313, device='cuda:0') (tensor(610.8413, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8456 (0.850229847815729) | > loader_time: 0.0099 (0.010095623231703231)  --> TIME: 2025-05-09 22:29:01 -- STEP: 112/725 -- GLOBAL_STEP: 181550 | > loss_disc: 2.236362934112549 (2.216537560735428) | > loss_disc_real_0: 0.17388178408145905 (0.14280055722753912) | > loss_disc_real_1: 0.22702348232269287 (0.1945453145142113) | > loss_disc_real_2: 0.21301263570785522 (0.1886940405571035) | > loss_disc_real_3: 0.220742329955101 (0.20527350090976274) | > loss_disc_real_4: 0.20368589460849762 (0.19817253494901324) | > loss_disc_real_5: 0.178793802857399 (0.203043757006526) | > loss_0: 2.236362934112549 (2.216537560735428) | > grad_norm_0: tensor(50.0927, device='cuda:0') (tensor(30.4961, device='cuda:0')) | > loss_gen: 2.75583815574646 (2.768253356218338) | > loss_kl: 1.5515226125717163 (1.7347051767366273) | > loss_feat: 8.311432838439941 (8.203510407890585) | > loss_mel: 13.621859550476074 (13.299066756452833) | > loss_duration: 1.7089354991912842 (1.6910592115351133) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.949586868286133 (27.6965948343277) | > grad_norm_1: tensor(882.8555, device='cuda:0') (tensor(640.0558, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8278 (0.8508420203413282) | > loader_time: 0.0106 (0.010077580809593197)  --> TIME: 2025-05-09 22:29:44 -- STEP: 162/725 -- GLOBAL_STEP: 181600 | > loss_disc: 2.4019975662231445 (2.2156567249769026) | > loss_disc_real_0: 0.13563799858093262 (0.14285163530780942) | > loss_disc_real_1: 0.2299119234085083 (0.19345831963015192) | > loss_disc_real_2: 0.19419963657855988 (0.18824101395813034) | > loss_disc_real_3: 0.22659417986869812 (0.20480426318115658) | > loss_disc_real_4: 0.22777186334133148 (0.19876007045860652) | > loss_disc_real_5: 0.23178772628307343 (0.20260773240416147) | > loss_0: 2.4019975662231445 (2.2156567249769026) | > grad_norm_0: tensor(33.0445, device='cuda:0') (tensor(30.3968, device='cuda:0')) | > loss_gen: 2.549295663833618 (2.76791203757863) | > loss_kl: 1.8044699430465698 (1.7285016061347207) | > loss_feat: 6.751145362854004 (8.253120404702647) | > loss_mel: 11.289660453796387 (13.338746006106156) | > loss_duration: 1.6468642950057983 (1.6906088171181854) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.04143524169922 (27.77888874948761) | > grad_norm_1: tensor(353.2892, device='cuda:0') (tensor(631.6376, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8412 (0.8483581336928004) | > loader_time: 0.0096 (0.010020172154461894)  --> TIME: 2025-05-09 22:30:28 -- STEP: 212/725 -- GLOBAL_STEP: 181650 | > loss_disc: 2.2900829315185547 (2.221754168564416) | > loss_disc_real_0: 0.1326116919517517 (0.14330403239659542) | > loss_disc_real_1: 0.18495675921440125 (0.19344280807758277) | > loss_disc_real_2: 0.21729683876037598 (0.18955661560285764) | > loss_disc_real_3: 0.2107544243335724 (0.20506636116583393) | > loss_disc_real_4: 0.19793401658535004 (0.19922028214864018) | > loss_disc_real_5: 0.2466575801372528 (0.20360153077064827) | > loss_0: 2.2900829315185547 (2.221754168564416) | > grad_norm_0: tensor(19.3153, device='cuda:0') (tensor(29.4551, device='cuda:0')) | > loss_gen: 2.7289061546325684 (2.7599499889139856) | > loss_kl: 1.5996973514556885 (1.7348218295934066) | > loss_feat: 8.357747077941895 (8.213734152182095) | > loss_mel: 13.13229751586914 (13.336623812621497) | > loss_duration: 1.7004634141921997 (1.6909947676478692) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.51911163330078 (27.736124497539596) | > grad_norm_1: tensor(735.1060, device='cuda:0') (tensor(621.0759, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8505 (0.8499446241360792) | > loader_time: 0.0098 (0.010029042666813108)  --> TIME: 2025-05-09 22:31:11 -- STEP: 262/725 -- GLOBAL_STEP: 181700 | > loss_disc: 2.144414186477661 (2.22089398225755) | > loss_disc_real_0: 0.1463349610567093 (0.14243800753286773) | > loss_disc_real_1: 0.19980201125144958 (0.19385084572411676) | > loss_disc_real_2: 0.19082112610340118 (0.19006861035377923) | > loss_disc_real_3: 0.21303188800811768 (0.20446226546782573) | > loss_disc_real_4: 0.2116701453924179 (0.19911498968837832) | > loss_disc_real_5: 0.211248978972435 (0.20336303484576354) | > loss_0: 2.144414186477661 (2.22089398225755) | > grad_norm_0: tensor(39.9133, device='cuda:0') (tensor(29.1703, device='cuda:0')) | > loss_gen: 2.850635051727295 (2.757159669890658) | > loss_kl: 1.6718358993530273 (1.735859971010048) | > loss_feat: 8.606276512145996 (8.19172198353833) | > loss_mel: 14.05925464630127 (13.280900449243212) | > loss_duration: 1.6625592708587646 (1.6920096059791914) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.850563049316406 (27.65765168284642) | > grad_norm_1: tensor(680.6657, device='cuda:0') (tensor(625.4125, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8914 (0.8489181358395642) | > loader_time: 0.0099 (0.00996719607870087)  --> TIME: 2025-05-09 22:31:54 -- STEP: 312/725 -- GLOBAL_STEP: 181750 | > loss_disc: 2.2522759437561035 (2.2251038746191902) | > loss_disc_real_0: 0.12920953333377838 (0.1441032208072451) | > loss_disc_real_1: 0.21523961424827576 (0.19410498263553164) | > loss_disc_real_2: 0.18678413331508636 (0.19008849021524954) | > loss_disc_real_3: 0.1926906257867813 (0.20457667599503815) | > loss_disc_real_4: 0.1918029487133026 (0.19924523007984363) | > loss_disc_real_5: 0.1813540756702423 (0.20316152866834256) | > loss_0: 2.2522759437561035 (2.2251038746191902) | > grad_norm_0: tensor(21.4633, device='cuda:0') (tensor(28.8989, device='cuda:0')) | > loss_gen: 2.5167837142944336 (2.753692840154355) | > loss_kl: 1.8481875658035278 (1.7345214444093215) | > loss_feat: 7.439477920532227 (8.180295452093466) | > loss_mel: 12.275778770446777 (13.299737753012247) | > loss_duration: 1.6892855167388916 (1.6907642563948264) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.769512176513672 (27.659011779687344) | > grad_norm_1: tensor(684.6456, device='cuda:0') (tensor(606.3420, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8391 (0.8486628975623695) | > loader_time: 0.0096 (0.009944401490382653)  --> TIME: 2025-05-09 22:32:37 -- STEP: 362/725 -- GLOBAL_STEP: 181800 | > loss_disc: 2.162655830383301 (2.2250183955740535) | > loss_disc_real_0: 0.17340399324893951 (0.1437958515357246) | > loss_disc_real_1: 0.2198721319437027 (0.19406599576137343) | > loss_disc_real_2: 0.21724924445152283 (0.19003658581175195) | > loss_disc_real_3: 0.20451711118221283 (0.2048569742322627) | > loss_disc_real_4: 0.18948419392108917 (0.1992779169128746) | > loss_disc_real_5: 0.21204796433448792 (0.20329378985732965) | > loss_0: 2.162655830383301 (2.2250183955740535) | > grad_norm_0: tensor(58.3258, device='cuda:0') (tensor(28.5103, device='cuda:0')) | > loss_gen: 2.904576063156128 (2.7497387050923736) | > loss_kl: 1.6524549722671509 (1.730986751904145) | > loss_feat: 8.135581016540527 (8.15516470150395) | > loss_mel: 14.340846061706543 (13.268334104211297) | > loss_duration: 1.6321513652801514 (1.689659761131139) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.66560935974121 (27.59388405710294) | > grad_norm_1: tensor(733.5149, device='cuda:0') (tensor(604.7487, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8478 (0.8491791941184367) | > loader_time: 0.0099 (0.009937163215974416)  --> TIME: 2025-05-09 22:33:20 -- STEP: 412/725 -- GLOBAL_STEP: 181850 | > loss_disc: 2.1598706245422363 (2.2226475873618443) | > loss_disc_real_0: 0.10414331406354904 (0.14346610975352303) | > loss_disc_real_1: 0.23256808519363403 (0.19418961146068806) | > loss_disc_real_2: 0.19313161075115204 (0.18989454282140267) | > loss_disc_real_3: 0.1920321136713028 (0.20465017442853708) | > loss_disc_real_4: 0.180580273270607 (0.19889860618317026) | > loss_disc_real_5: 0.16569560766220093 (0.2029546439937018) | > loss_0: 2.1598706245422363 (2.2226475873618443) | > grad_norm_0: tensor(22.6579, device='cuda:0') (tensor(28.5503, device='cuda:0')) | > loss_gen: 2.8743109703063965 (2.754962501016636) | > loss_kl: 1.8208818435668945 (1.7330396389498295) | > loss_feat: 8.70040512084961 (8.160775402217238) | > loss_mel: 13.346800804138184 (13.271837306254122) | > loss_duration: 1.693110466003418 (1.6894438524269364) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.435508728027344 (27.61005872893102) | > grad_norm_1: tensor(589.4023, device='cuda:0') (tensor(610.3915, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8643 (0.8496097685063928) | > loader_time: 0.0104 (0.009919772449048968)  --> TIME: 2025-05-09 22:34:03 -- STEP: 462/725 -- GLOBAL_STEP: 181900 | > loss_disc: 2.176839590072632 (2.2208716810007627) | > loss_disc_real_0: 0.13339102268218994 (0.143472062883439) | > loss_disc_real_1: 0.16581439971923828 (0.1940296206832964) | > loss_disc_real_2: 0.19224275648593903 (0.18985590803158744) | > loss_disc_real_3: 0.2195357233285904 (0.20460394666695494) | > loss_disc_real_4: 0.21356849372386932 (0.1988939133299379) | > loss_disc_real_5: 0.1935211569070816 (0.2026378541410744) | > loss_0: 2.176839590072632 (2.2208716810007627) | > grad_norm_0: tensor(32.5825, device='cuda:0') (tensor(28.6240, device='cuda:0')) | > loss_gen: 2.8021435737609863 (2.7581648625336688) | > loss_kl: 1.8715161085128784 (1.7337351129168557) | > loss_feat: 8.177496910095215 (8.176297664642336) | > loss_mel: 14.121360778808594 (13.284096575402598) | > loss_duration: 1.719912052154541 (1.6895790660020076) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.692428588867188 (27.641873310138653) | > grad_norm_1: tensor(923.2699, device='cuda:0') (tensor(603.1679, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.7921 (0.8486910743630811) | > loader_time: 0.0098 (0.009932484461631603)  --> TIME: 2025-05-09 22:34:46 -- STEP: 512/725 -- GLOBAL_STEP: 181950 | > loss_disc: 2.1902384757995605 (2.2195097797084595) | > loss_disc_real_0: 0.11705837398767471 (0.1431998014159035) | > loss_disc_real_1: 0.1786075234413147 (0.1935985667805653) | > loss_disc_real_2: 0.16456539928913116 (0.18948439334053543) | > loss_disc_real_3: 0.17270652949810028 (0.20454540426726456) | > loss_disc_real_4: 0.14269742369651794 (0.19891536541399557) | > loss_disc_real_5: 0.19985227286815643 (0.20292307459749287) | > loss_0: 2.1902384757995605 (2.2195097797084595) | > grad_norm_0: tensor(26.6352, device='cuda:0') (tensor(28.4842, device='cuda:0')) | > loss_gen: 2.584247350692749 (2.756793114356697) | > loss_kl: 1.8082464933395386 (1.7368354359641671) | > loss_feat: 7.844694137573242 (8.170914280228315) | > loss_mel: 12.626673698425293 (13.276310995221142) | > loss_duration: 1.6300604343414307 (1.6900858727749437) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.493921279907227 (27.630939722061157) | > grad_norm_1: tensor(767.9128, device='cuda:0') (tensor(603.9105, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8458 (0.8483130768872799) | > loader_time: 0.0094 (0.009894534479826682)  --> TIME: 2025-05-09 22:35:29 -- STEP: 562/725 -- GLOBAL_STEP: 182000 | > loss_disc: 2.142967462539673 (2.2185987291386966) | > loss_disc_real_0: 0.11925417184829712 (0.14260240373768412) | > loss_disc_real_1: 0.20222710072994232 (0.1934840925223463) | > loss_disc_real_2: 0.19239166378974915 (0.18946559027208548) | > loss_disc_real_3: 0.18893234431743622 (0.20449926181832243) | > loss_disc_real_4: 0.17050474882125854 (0.19876659136543928) | > loss_disc_real_5: 0.17507284879684448 (0.20317439488350708) | > loss_0: 2.142967462539673 (2.2185987291386966) | > grad_norm_0: tensor(6.9942, device='cuda:0') (tensor(28.3202, device='cuda:0')) | > loss_gen: 2.749269485473633 (2.755732368744142) | > loss_kl: 1.8029979467391968 (1.740935344500898) | > loss_feat: 8.75947093963623 (8.17739640351292) | > loss_mel: 13.184064865112305 (13.275040164961089) | > loss_duration: 1.661124587059021 (1.6899771921575282) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.15692710876465 (27.63908149339126) | > grad_norm_1: tensor(425.9284, device='cuda:0') (tensor(603.9408, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8812 (0.8481989267457848) | > loader_time: 0.0099 (0.009894586542747196) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_182000.pth  --> TIME: 2025-05-09 22:36:15 -- STEP: 612/725 -- GLOBAL_STEP: 182050 | > loss_disc: 2.201781988143921 (2.2191784294212566) | > loss_disc_real_0: 0.13122394680976868 (0.1427020657004093) | > loss_disc_real_1: 0.20521773397922516 (0.19356457144021993) | > loss_disc_real_2: 0.20165961980819702 (0.1896220534504239) | > loss_disc_real_3: 0.18858236074447632 (0.2044808680520338) | > loss_disc_real_4: 0.19661739468574524 (0.19895557944778539) | > loss_disc_real_5: 0.21514709293842316 (0.20336639425820777) | > loss_0: 2.201781988143921 (2.2191784294212566) | > grad_norm_0: tensor(38.6144, device='cuda:0') (tensor(28.5326, device='cuda:0')) | > loss_gen: 2.7570981979370117 (2.7545530262336255) | > loss_kl: 1.7742770910263062 (1.7402839880753187) | > loss_feat: 8.892640113830566 (8.172482972830736) | > loss_mel: 14.470476150512695 (13.26528700660257) | > loss_duration: 1.624617099761963 (1.6896458739548728) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.51910972595215 (27.62225288503311) | > grad_norm_1: tensor(899.5054, device='cuda:0') (tensor(603.9960, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8134 (0.84840252781226) | > loader_time: 0.0091 (0.009891051872103809)  --> TIME: 2025-05-09 22:36:58 -- STEP: 662/725 -- GLOBAL_STEP: 182100 | > loss_disc: 2.2612030506134033 (2.218266907235287) | > loss_disc_real_0: 0.14525336027145386 (0.14217134089043124) | > loss_disc_real_1: 0.2096436768770218 (0.19333540355600978) | > loss_disc_real_2: 0.18949787318706512 (0.18938070823778913) | > loss_disc_real_3: 0.19824641942977905 (0.2047605753575206) | > loss_disc_real_4: 0.2014380693435669 (0.1988575205522003) | > loss_disc_real_5: 0.17683455348014832 (0.20360038967471117) | > loss_0: 2.2612030506134033 (2.218266907235287) | > grad_norm_0: tensor(20.6039, device='cuda:0') (tensor(28.5821, device='cuda:0')) | > loss_gen: 2.8208682537078857 (2.7563148920629685) | > loss_kl: 1.6491256952285767 (1.7414883438193907) | > loss_feat: 7.515258312225342 (8.180355408400576) | > loss_mel: 11.656493186950684 (13.26673368384831) | > loss_duration: 1.6938077211380005 (1.6899633567859038) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.335552215576172 (27.63485569968325) | > grad_norm_1: tensor(580.7241, device='cuda:0') (tensor(606.3087, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8651 (0.8480761072786916) | > loader_time: 0.0099 (0.009897947671550264)  --> TIME: 2025-05-09 22:37:41 -- STEP: 712/725 -- GLOBAL_STEP: 182150 | > loss_disc: 2.1724398136138916 (2.2195036242182327) | > loss_disc_real_0: 0.12418074905872345 (0.1423909273835714) | > loss_disc_real_1: 0.16822028160095215 (0.193484618548262) | > loss_disc_real_2: 0.19705989956855774 (0.1895926812810173) | > loss_disc_real_3: 0.21286165714263916 (0.2048685315870836) | > loss_disc_real_4: 0.18053114414215088 (0.19887065908379786) | > loss_disc_real_5: 0.20668573677539825 (0.20368534906275496) | > loss_0: 2.1724398136138916 (2.2195036242182327) | > grad_norm_0: tensor(33.9011, device='cuda:0') (tensor(28.5941, device='cuda:0')) | > loss_gen: 2.8428428173065186 (2.756035344319397) | > loss_kl: 1.7808773517608643 (1.7412671942389413) | > loss_feat: 8.923097610473633 (8.178238837236771) | > loss_mel: 12.772369384765625 (13.258395781677761) | > loss_duration: 1.7016322612762451 (1.6896037985099834) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.02081871032715 (27.62354096937716) | > grad_norm_1: tensor(890.8440, device='cuda:0') (tensor(609.7872, device='cuda:0')) | > current_lr_0: 0.0001953789303490037 | > current_lr_1: 0.0001953789303490037 | > step_time: 0.8253 (0.8481651785668366) | > loader_time: 0.0114 (0.009895251708084259)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.00070858001709 (2.00070858001709) | > loss_disc_real_0: 0.13482053577899933 (0.13482053577899933) | > loss_disc_real_1: 0.18145644664764404 (0.18145644664764404) | > loss_disc_real_2: 0.1626182198524475 (0.1626182198524475) | > loss_disc_real_3: 0.21429742872714996 (0.21429742872714996) | > loss_disc_real_4: 0.20641036331653595 (0.20641036331653595) | > loss_disc_real_5: 0.19119858741760254 (0.19119858741760254) | > loss_0: 2.00070858001709 (2.00070858001709) | > loss_gen: 3.050077438354492 (3.050077438354492) | > loss_kl: 2.0464742183685303 (2.0464742183685303) | > loss_feat: 10.229976654052734 (10.229976654052734) | > loss_mel: 16.108627319335938 (16.108627319335938) | > loss_duration: 1.6886577606201172 (1.6886577606201172) | > loss_1: 33.12381362915039 (33.12381362915039)  --> STEP: 1 | > loss_disc: 2.236952781677246 (2.236952781677246) | > loss_disc_real_0: 0.17822320759296417 (0.17822320759296417) | > loss_disc_real_1: 0.19118563830852509 (0.19118563830852509) | > loss_disc_real_2: 0.19275647401809692 (0.19275647401809692) | > loss_disc_real_3: 0.21233218908309937 (0.21233218908309937) | > loss_disc_real_4: 0.19653666019439697 (0.19653666019439697) | > loss_disc_real_5: 0.23895490169525146 (0.23895490169525146) | > loss_0: 2.236952781677246 (2.236952781677246) | > loss_gen: 2.6811766624450684 (2.6811766624450684) | > loss_kl: 1.9067679643630981 (1.9067679643630981) | > loss_feat: 7.435314178466797 (7.435314178466797) | > loss_mel: 13.239569664001465 (13.239569664001465) | > loss_duration: 1.7848572731018066 (1.7848572731018066) | > loss_1: 27.047685623168945 (27.047685623168945)  --> STEP: 2 | > loss_disc: 2.1086792945861816 (2.172816038131714) | > loss_disc_real_0: 0.15514756739139557 (0.16668538749217987) | > loss_disc_real_1: 0.18915033340454102 (0.19016798585653305) | > loss_disc_real_2: 0.1835135668516159 (0.18813502043485641) | > loss_disc_real_3: 0.21796777844429016 (0.21514998376369476) | > loss_disc_real_4: 0.23522180318832397 (0.21587923169136047) | > loss_disc_real_5: 0.2180781215429306 (0.22851651161909103) | > loss_0: 2.1086792945861816 (2.172816038131714) | > loss_gen: 2.9504191875457764 (2.8157979249954224) | > loss_kl: 1.6196315288543701 (1.7631997466087341) | > loss_feat: 8.325772285461426 (7.880543231964111) | > loss_mel: 14.695382118225098 (13.967475891113281) | > loss_duration: 1.8381778001785278 (1.8115175366401672) | > loss_1: 29.42938232421875 (28.238533973693848)  --> STEP: 3 | > loss_disc: 2.2630999088287354 (2.2029106616973877) | > loss_disc_real_0: 0.1830216944217682 (0.17213082313537598) | > loss_disc_real_1: 0.19646500051021576 (0.19226699074109396) | > loss_disc_real_2: 0.18966889381408691 (0.18864631156126657) | > loss_disc_real_3: 0.22522705793380737 (0.21850900848706564) | > loss_disc_real_4: 0.22587227821350098 (0.21921024719874063) | > loss_disc_real_5: 0.24040904641151428 (0.23248068988323212) | > loss_0: 2.2630999088287354 (2.2029106616973877) | > loss_gen: 2.829272747039795 (2.8202895323435464) | > loss_kl: 1.8496885299682617 (1.79202934106191) | > loss_feat: 8.059809684753418 (7.940298716227214) | > loss_mel: 13.849098205566406 (13.928016662597656) | > loss_duration: 1.8014752864837646 (1.8081701199213664) | > loss_1: 28.389345169067383 (28.28880437215169)  --> STEP: 4 | > loss_disc: 2.1438331604003906 (2.1881412863731384) | > loss_disc_real_0: 0.1487644761800766 (0.16628923639655113) | > loss_disc_real_1: 0.20901189744472504 (0.19645321741700172) | > loss_disc_real_2: 0.17618371546268463 (0.1855306625366211) | > loss_disc_real_3: 0.1911291629076004 (0.21166404709219933) | > loss_disc_real_4: 0.21931952238082886 (0.2192375659942627) | > loss_disc_real_5: 0.20403893291950226 (0.22537025064229965) | > loss_0: 2.1438331604003906 (2.1881412863731384) | > loss_gen: 2.7484230995178223 (2.8023229241371155) | > loss_kl: 1.8149254322052002 (1.7977533638477325) | > loss_feat: 8.242949485778809 (8.015961408615112) | > loss_mel: 14.155864715576172 (13.984978675842285) | > loss_duration: 1.7508429288864136 (1.7938383221626282) | > loss_1: 28.71300506591797 (28.39485454559326) --> EVAL PERFORMANCE | > avg_loader_time: 0.2836121916770935 (+0.007251143455505371) | > avg_loss_disc: 2.1881412863731384 (-0.11682426929473877) | > avg_loss_disc_real_0: 0.16628923639655113 (-0.005597662180662155) | > avg_loss_disc_real_1: 0.19645321741700172 (-0.016523655503988266) | > avg_loss_disc_real_2: 0.1855306625366211 (-0.03639017418026924) | > avg_loss_disc_real_3: 0.21166404709219933 (-0.029027383774518967) | > avg_loss_disc_real_4: 0.2192375659942627 (+0.006418157368898392) | > avg_loss_disc_real_5: 0.22537025064229965 (+0.00770660862326622) | > avg_loss_0: 2.1881412863731384 (-0.11682426929473877) | > avg_loss_gen: 2.8023229241371155 (+0.0021851658821105957) | > avg_loss_kl: 1.7977533638477325 (-0.14610403776168823) | > avg_loss_feat: 8.015961408615112 (+0.053256988525390625) | > avg_loss_mel: 13.984978675842285 (+0.9809174537658691) | > avg_loss_duration: 1.7938383221626282 (+0.009592920541763306) | > avg_loss_1: 28.39485454559326 (+0.8998494148254395)  > EPOCH: 188/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 22:37:59)   --> TIME: 2025-05-09 22:38:33 -- STEP: 37/725 -- GLOBAL_STEP: 182200 | > loss_disc: 2.2119240760803223 (2.2070504008112737) | > loss_disc_real_0: 0.15676069259643555 (0.1403337626441105) | > loss_disc_real_1: 0.17434173822402954 (0.19298187260692184) | > loss_disc_real_2: 0.171152725815773 (0.18837192292149002) | > loss_disc_real_3: 0.2220446765422821 (0.2079899488268672) | > loss_disc_real_4: 0.1843530237674713 (0.19953915315705376) | > loss_disc_real_5: 0.18624871969223022 (0.2010548187268747) | > loss_0: 2.2119240760803223 (2.2070504008112737) | > grad_norm_0: tensor(34.3931, device='cuda:0') (tensor(33.3381, device='cuda:0')) | > loss_gen: 2.5866992473602295 (2.789503928777334) | > loss_kl: 1.6338906288146973 (1.7600791550971366) | > loss_feat: 8.199116706848145 (8.36469605162337) | > loss_mel: 13.213143348693848 (13.397817121969688) | > loss_duration: 1.6918199062347412 (1.6865477465294503) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.324668884277344 (27.998644235971813) | > grad_norm_1: tensor(499.4811, device='cuda:0') (tensor(693.4566, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8586 (0.848917394071012) | > loader_time: 0.0123 (0.010859463665936445)  --> TIME: 2025-05-09 22:39:16 -- STEP: 87/725 -- GLOBAL_STEP: 182250 | > loss_disc: 2.3549442291259766 (2.209500523819321) | > loss_disc_real_0: 0.23280464112758636 (0.13791017191505975) | > loss_disc_real_1: 0.21590985357761383 (0.19464902631167708) | > loss_disc_real_2: 0.2157946676015854 (0.18940188213326464) | > loss_disc_real_3: 0.1965303122997284 (0.206052426462886) | > loss_disc_real_4: 0.2099241018295288 (0.19924801810719509) | > loss_disc_real_5: 0.24209849536418915 (0.20156715330721317) | > loss_0: 2.3549442291259766 (2.209500523819321) | > grad_norm_0: tensor(67.4318, device='cuda:0') (tensor(31.6181, device='cuda:0')) | > loss_gen: 2.7294187545776367 (2.782063604771407) | > loss_kl: 1.9314261674880981 (1.7373607775260662) | > loss_feat: 7.844377517700195 (8.258731557034897) | > loss_mel: 13.483932495117188 (13.315877410187118) | > loss_duration: 1.6666638851165771 (1.6895708941865242) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.655818939208984 (27.783604435537054) | > grad_norm_1: tensor(841.3629, device='cuda:0') (tensor(680.2567, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.81 (0.8462166292914028) | > loader_time: 0.0095 (0.01048287029924064)  --> TIME: 2025-05-09 22:39:59 -- STEP: 137/725 -- GLOBAL_STEP: 182300 | > loss_disc: 2.1773722171783447 (2.2145084377622952) | > loss_disc_real_0: 0.11400564014911652 (0.1380233498167817) | > loss_disc_real_1: 0.20555104315280914 (0.19480008582999236) | > loss_disc_real_2: 0.16182364523410797 (0.18955289991232602) | > loss_disc_real_3: 0.18231236934661865 (0.2064683226338268) | > loss_disc_real_4: 0.1980406939983368 (0.19939173344713063) | > loss_disc_real_5: 0.1602216213941574 (0.20205526532482926) | > loss_0: 2.1773722171783447 (2.2145084377622952) | > grad_norm_0: tensor(33.1875, device='cuda:0') (tensor(31.6932, device='cuda:0')) | > loss_gen: 2.894564390182495 (2.7840935870678765) | > loss_kl: 2.041822671890259 (1.7443752471547929) | > loss_feat: 8.650764465332031 (8.243797608535658) | > loss_mel: 13.376320838928223 (13.27321702720475) | > loss_duration: 1.677148699760437 (1.691429702034832) | > amp_scaler: 256.0 (261.60583941605836) | > loss_1: 28.640621185302734 (27.73691330512945) | > grad_norm_1: tensor(489.1487, device='cuda:0') (tensor(650.1454, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8058 (0.8473502615072431) | > loader_time: 0.0094 (0.010335126932520066)  --> TIME: 2025-05-09 22:40:41 -- STEP: 187/725 -- GLOBAL_STEP: 182350 | > loss_disc: 2.1929402351379395 (2.211329852833468) | > loss_disc_real_0: 0.127244770526886 (0.13707500070652218) | > loss_disc_real_1: 0.17958156764507294 (0.19343558001645747) | > loss_disc_real_2: 0.1589190661907196 (0.1894862303599956) | > loss_disc_real_3: 0.17987483739852905 (0.20650564986754222) | > loss_disc_real_4: 0.1905534565448761 (0.19945978257745348) | > loss_disc_real_5: 0.22550104558467865 (0.20291623863625655) | > loss_0: 2.1929402351379395 (2.211329852833468) | > grad_norm_0: tensor(20.7938, device='cuda:0') (tensor(30.8986, device='cuda:0')) | > loss_gen: 2.757216691970825 (2.7835966788511226) | > loss_kl: 1.7029515504837036 (1.7444655601991053) | > loss_feat: 8.99081802368164 (8.275631455814139) | > loss_mel: 14.301538467407227 (13.322618974083886) | > loss_duration: 1.6998780965805054 (1.6923324730307023) | > amp_scaler: 256.0 (260.10695187165766) | > loss_1: 29.452404022216797 (27.818645273300415) | > grad_norm_1: tensor(767.3712, device='cuda:0') (tensor(632.9711, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.845 (0.8441867713622234) | > loader_time: 0.0129 (0.010309390205750496)  --> TIME: 2025-05-09 22:41:24 -- STEP: 237/725 -- GLOBAL_STEP: 182400 | > loss_disc: 2.136536121368408 (2.211329657317213) | > loss_disc_real_0: 0.13581450283527374 (0.13713169292810087) | > loss_disc_real_1: 0.176162987947464 (0.19337236491436696) | > loss_disc_real_2: 0.19441017508506775 (0.18981978165197988) | > loss_disc_real_3: 0.20373938977718353 (0.2061762088587515) | > loss_disc_real_4: 0.18461236357688904 (0.1994352208662637) | > loss_disc_real_5: 0.19048482179641724 (0.20327232859808683) | > loss_0: 2.136536121368408 (2.211329657317213) | > grad_norm_0: tensor(6.5334, device='cuda:0') (tensor(30.4005, device='cuda:0')) | > loss_gen: 2.9021337032318115 (2.7759359949248754) | > loss_kl: 2.055786371231079 (1.7460931066722307) | > loss_feat: 8.963212013244629 (8.250790507481577) | > loss_mel: 14.4017915725708 (13.26396783997741) | > loss_duration: 1.6652859449386597 (1.6923432138901722) | > amp_scaler: 256.0 (259.24050632911366) | > loss_1: 29.988208770751953 (27.729130748958024) | > grad_norm_1: tensor(449.7519, device='cuda:0') (tensor(640.1042, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.806 (0.8440582711988363) | > loader_time: 0.0108 (0.01024272472043581)  --> TIME: 2025-05-09 22:42:07 -- STEP: 287/725 -- GLOBAL_STEP: 182450 | > loss_disc: 2.283792495727539 (2.213333657394303) | > loss_disc_real_0: 0.1301097869873047 (0.13857865338749167) | > loss_disc_real_1: 0.18718327581882477 (0.19323602843159995) | > loss_disc_real_2: 0.1966368854045868 (0.190130721089732) | > loss_disc_real_3: 0.23323750495910645 (0.2062340514273593) | > loss_disc_real_4: 0.2208963930606842 (0.19918008989781044) | > loss_disc_real_5: 0.2134237140417099 (0.2036240482994904) | > loss_0: 2.283792495727539 (2.213333657394303) | > grad_norm_0: tensor(40.4109, device='cuda:0') (tensor(30.9180, device='cuda:0')) | > loss_gen: 2.6329259872436523 (2.7720166100026833) | > loss_kl: 1.5714898109436035 (1.7472984371284992) | > loss_feat: 7.766383647918701 (8.239849613934032) | > loss_mel: 12.548654556274414 (13.254508334169822) | > loss_duration: 1.692378044128418 (1.6926243965634071) | > amp_scaler: 256.0 (258.67595818815306) | > loss_1: 26.211833953857422 (27.70629747902474) | > grad_norm_1: tensor(929.4476, device='cuda:0') (tensor(639.9009, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8063 (0.8425703871125543) | > loader_time: 0.0093 (0.010152833386996069)  --> TIME: 2025-05-09 22:42:49 -- STEP: 337/725 -- GLOBAL_STEP: 182500 | > loss_disc: 2.1613171100616455 (2.2147292447019407) | > loss_disc_real_0: 0.1498306840658188 (0.13883523348973123) | > loss_disc_real_1: 0.16278798878192902 (0.1932061449887136) | > loss_disc_real_2: 0.18298281729221344 (0.1901672287493149) | > loss_disc_real_3: 0.21267931163311005 (0.20602652319991616) | > loss_disc_real_4: 0.24652716517448425 (0.19903438695283604) | > loss_disc_real_5: 0.21149788796901703 (0.2037762531717737) | > loss_0: 2.1613171100616455 (2.2147292447019407) | > grad_norm_0: tensor(50.2947, device='cuda:0') (tensor(30.6175, device='cuda:0')) | > loss_gen: 2.9217967987060547 (2.769079417078714) | > loss_kl: 1.6708427667617798 (1.7395660353697375) | > loss_feat: 8.922685623168945 (8.226038416344618) | > loss_mel: 14.635106086730957 (13.251556866246798) | > loss_duration: 1.6735124588012695 (1.69192492148289) | > amp_scaler: 256.0 (258.27893175074166) | > loss_1: 29.823944091796875 (27.678165730100005) | > grad_norm_1: tensor(824.9093, device='cuda:0') (tensor(640.2332, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8502 (0.8419896516318844) | > loader_time: 0.0097 (0.01017404522315685)  --> TIME: 2025-05-09 22:43:32 -- STEP: 387/725 -- GLOBAL_STEP: 182550 | > loss_disc: 2.233919143676758 (2.2146124192910603) | > loss_disc_real_0: 0.17028601467609406 (0.1395775861749353) | > loss_disc_real_1: 0.2290385514497757 (0.19343258228720922) | > loss_disc_real_2: 0.2047460973262787 (0.19007698937441958) | > loss_disc_real_3: 0.21766629815101624 (0.20584143093698085) | > loss_disc_real_4: 0.18343065679073334 (0.1985529765525222) | > loss_disc_real_5: 0.21760506927967072 (0.20353135146990003) | > loss_0: 2.233919143676758 (2.2146124192910603) | > grad_norm_0: tensor(40.8116, device='cuda:0') (tensor(30.8065, device='cuda:0')) | > loss_gen: 2.8094606399536133 (2.7688592256501665) | > loss_kl: 1.6784528493881226 (1.7413672800211946) | > loss_feat: 7.940832614898682 (8.217042962402038) | > loss_mel: 12.005659103393555 (13.241406928661258) | > loss_duration: 1.7619423866271973 (1.6919556886958829) | > amp_scaler: 256.0 (257.9844961240307) | > loss_1: 26.196348190307617 (27.660632175376556) | > grad_norm_1: tensor(675.9153, device='cuda:0') (tensor(639.4455, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8404 (0.8418582637796722) | > loader_time: 0.0095 (0.01014626364991339)  --> TIME: 2025-05-09 22:44:14 -- STEP: 437/725 -- GLOBAL_STEP: 182600 | > loss_disc: 2.260854721069336 (2.2160963886662532) | > loss_disc_real_0: 0.15008117258548737 (0.1401526814569597) | > loss_disc_real_1: 0.1714196354150772 (0.19358648629155797) | > loss_disc_real_2: 0.21115000545978546 (0.18999276424436334) | > loss_disc_real_3: 0.20730488002300262 (0.2056676091059394) | > loss_disc_real_4: 0.18831011652946472 (0.1984838992698242) | > loss_disc_real_5: 0.21546494960784912 (0.20409415413367674) | > loss_0: 2.260854721069336 (2.2160963886662532) | > grad_norm_0: tensor(29.6877, device='cuda:0') (tensor(30.1933, device='cuda:0')) | > loss_gen: 2.6110053062438965 (2.766243770957266) | > loss_kl: 1.7538565397262573 (1.7427344993268328) | > loss_feat: 7.841602802276611 (8.22482785589363) | > loss_mel: 12.836950302124023 (13.257189501886783) | > loss_duration: 1.652449369430542 (1.6916383804936703) | > amp_scaler: 256.0 (257.7574370709381) | > loss_1: 26.695863723754883 (27.68263410048845) | > grad_norm_1: tensor(495.7420, device='cuda:0') (tensor(621.2669, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8736 (0.8410313380391974) | > loader_time: 0.0091 (0.010126924623886566)  --> TIME: 2025-05-09 22:44:57 -- STEP: 487/725 -- GLOBAL_STEP: 182650 | > loss_disc: 2.3462562561035156 (2.2179182912289974) | > loss_disc_real_0: 0.16032400727272034 (0.14015922198182992) | > loss_disc_real_1: 0.20771297812461853 (0.19363551505782026) | > loss_disc_real_2: 0.22468632459640503 (0.1900844818145588) | > loss_disc_real_3: 0.1942329704761505 (0.20554913415189147) | > loss_disc_real_4: 0.21368691325187683 (0.1988956582497278) | > loss_disc_real_5: 0.22304268181324005 (0.20423927636973918) | > loss_0: 2.3462562561035156 (2.2179182912289974) | > grad_norm_0: tensor(16.3695, device='cuda:0') (tensor(29.9407, device='cuda:0')) | > loss_gen: 2.5912957191467285 (2.7632703688110416) | > loss_kl: 1.754748821258545 (1.7397587568608155) | > loss_feat: 7.609528064727783 (8.206140955860372) | > loss_mel: 11.623924255371094 (13.24422566455003) | > loss_duration: 1.681701898574829 (1.6923086376405594) | > amp_scaler: 256.0 (257.5770020533879) | > loss_1: 25.261198043823242 (27.645704453485948) | > grad_norm_1: tensor(549.2740, device='cuda:0') (tensor(619.8925, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.7951 (0.8408318383492973) | > loader_time: 0.0095 (0.010074649748126588)  --> TIME: 2025-05-09 22:45:40 -- STEP: 537/725 -- GLOBAL_STEP: 182700 | > loss_disc: 2.411668300628662 (2.218934171470628) | > loss_disc_real_0: 0.21925237774848938 (0.1410068617214482) | > loss_disc_real_1: 0.21777299046516418 (0.19356522269311113) | > loss_disc_real_2: 0.20977768301963806 (0.19004830576521065) | > loss_disc_real_3: 0.2376955896615982 (0.20570850869019824) | > loss_disc_real_4: 0.21943403780460358 (0.19890574872271757) | > loss_disc_real_5: 0.19975431263446808 (0.2038626963033357) | > loss_0: 2.411668300628662 (2.218934171470628) | > grad_norm_0: tensor(37.2804, device='cuda:0') (tensor(30.1999, device='cuda:0')) | > loss_gen: 2.6590399742126465 (2.764240085967648) | > loss_kl: 1.6684234142303467 (1.7388657333686592) | > loss_feat: 6.687234401702881 (8.216724779352802) | > loss_mel: 11.412697792053223 (13.25282911126618) | > loss_duration: 1.7213964462280273 (1.6927146234547847) | > amp_scaler: 256.0 (257.43016759776515) | > loss_1: 24.148792266845703 (27.66537439001783) | > grad_norm_1: tensor(546.2589, device='cuda:0') (tensor(612.6086, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8337 (0.8404383517288408) | > loader_time: 0.0092 (0.01006257023447275)  --> TIME: 2025-05-09 22:46:22 -- STEP: 587/725 -- GLOBAL_STEP: 182750 | > loss_disc: 2.2774882316589355 (2.217266214360981) | > loss_disc_real_0: 0.09339246898889542 (0.14055810592040502) | > loss_disc_real_1: 0.20177948474884033 (0.193600079625388) | > loss_disc_real_2: 0.20143824815750122 (0.19006141647061872) | > loss_disc_real_3: 0.2018170803785324 (0.2056674448300464) | > loss_disc_real_4: 0.1779414713382721 (0.19862170387979672) | > loss_disc_real_5: 0.19033491611480713 (0.20358729880347579) | > loss_0: 2.2774882316589355 (2.217266214360981) | > grad_norm_0: tensor(16.6045, device='cuda:0') (tensor(29.9210, device='cuda:0')) | > loss_gen: 2.504068374633789 (2.7654318045919966) | > loss_kl: 1.6405893564224243 (1.7381614286205032) | > loss_feat: 6.971179008483887 (8.229165309535587) | > loss_mel: 11.739508628845215 (13.26582851604871) | > loss_duration: 1.6618105173110962 (1.6922033962236755) | > amp_scaler: 256.0 (257.3083475298124) | > loss_1: 24.517154693603516 (27.690790491575278) | > grad_norm_1: tensor(590.5633, device='cuda:0') (tensor(611.7833, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8472 (0.8401011198099062) | > loader_time: 0.0094 (0.010039740161148412)  --> TIME: 2025-05-09 22:47:05 -- STEP: 637/725 -- GLOBAL_STEP: 182800 | > loss_disc: 2.163898468017578 (2.215946627000065) | > loss_disc_real_0: 0.17875123023986816 (0.1402393922888128) | > loss_disc_real_1: 0.16687622666358948 (0.19346826014750793) | > loss_disc_real_2: 0.19707445800304413 (0.18986785065622497) | > loss_disc_real_3: 0.1862483024597168 (0.20566600458214018) | > loss_disc_real_4: 0.1913100630044937 (0.19871392209825564) | > loss_disc_real_5: 0.20580169558525085 (0.20347711371383637) | > loss_0: 2.163898468017578 (2.215946627000065) | > grad_norm_0: tensor(49.4254, device='cuda:0') (tensor(29.9036, device='cuda:0')) | > loss_gen: 2.881568670272827 (2.767365118398022) | > loss_kl: 1.817154049873352 (1.7381398977252718) | > loss_feat: 8.602290153503418 (8.240133531801) | > loss_mel: 14.183436393737793 (13.273115568295756) | > loss_duration: 1.6751902103424072 (1.6920431968368579) | > amp_scaler: 256.0 (257.20565149136564) | > loss_1: 29.159639358520508 (27.71079732933823) | > grad_norm_1: tensor(771.5261, device='cuda:0') (tensor(615.3542, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8329 (0.839977555596847) | > loader_time: 0.0102 (0.01005086569434246)  --> TIME: 2025-05-09 22:47:47 -- STEP: 687/725 -- GLOBAL_STEP: 182850 | > loss_disc: 2.181910753250122 (2.214824078037925) | > loss_disc_real_0: 0.15439994633197784 (0.13990735630281104) | > loss_disc_real_1: 0.1958511620759964 (0.19336982516048604) | > loss_disc_real_2: 0.20034979283809662 (0.18955940294473972) | > loss_disc_real_3: 0.20484955608844757 (0.20572636314441378) | > loss_disc_real_4: 0.1807120144367218 (0.19874058132435393) | > loss_disc_real_5: 0.1834307312965393 (0.2033758702453394) | > loss_0: 2.181910753250122 (2.214824078037925) | > grad_norm_0: tensor(28.6003, device='cuda:0') (tensor(29.8467, device='cuda:0')) | > loss_gen: 2.768035650253296 (2.7678275066692226) | > loss_kl: 1.7118549346923828 (1.7361074823132425) | > loss_feat: 8.81501579284668 (8.245667937194083) | > loss_mel: 13.332889556884766 (13.275867966064721) | > loss_duration: 1.727913737297058 (1.6922785272764846) | > amp_scaler: 256.0 (257.11790393013086) | > loss_1: 28.355709075927734 (27.71774941934422) | > grad_norm_1: tensor(488.8965, device='cuda:0') (tensor(621.5204, device='cuda:0')) | > current_lr_0: 0.00019535450798271008 | > current_lr_1: 0.00019535450798271008 | > step_time: 0.8466 (0.8392806646605244) | > loader_time: 0.0115 (0.010041365283371934)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3522024154663086 (2.3522024154663086) | > loss_disc_real_0: 0.12795448303222656 (0.12795448303222656) | > loss_disc_real_1: 0.248220756649971 (0.248220756649971) | > loss_disc_real_2: 0.2455487996339798 (0.2455487996339798) | > loss_disc_real_3: 0.2355387806892395 (0.2355387806892395) | > loss_disc_real_4: 0.2332002818584442 (0.2332002818584442) | > loss_disc_real_5: 0.22345273196697235 (0.22345273196697235) | > loss_0: 2.3522024154663086 (2.3522024154663086) | > loss_gen: 2.678487539291382 (2.678487539291382) | > loss_kl: 2.0298349857330322 (2.0298349857330322) | > loss_feat: 7.736596584320068 (7.736596584320068) | > loss_mel: 13.162829399108887 (13.162829399108887) | > loss_duration: 1.6979387998580933 (1.6979387998580933) | > loss_1: 27.305686950683594 (27.305686950683594)  --> STEP: 1 | > loss_disc: 2.23042631149292 (2.23042631149292) | > loss_disc_real_0: 0.11122332513332367 (0.11122332513332367) | > loss_disc_real_1: 0.22926953434944153 (0.22926953434944153) | > loss_disc_real_2: 0.2506709396839142 (0.2506709396839142) | > loss_disc_real_3: 0.2158513367176056 (0.2158513367176056) | > loss_disc_real_4: 0.20287223160266876 (0.20287223160266876) | > loss_disc_real_5: 0.2410953938961029 (0.2410953938961029) | > loss_0: 2.23042631149292 (2.23042631149292) | > loss_gen: 2.8483057022094727 (2.8483057022094727) | > loss_kl: 2.029320001602173 (2.029320001602173) | > loss_feat: 8.482439041137695 (8.482439041137695) | > loss_mel: 14.214855194091797 (14.214855194091797) | > loss_duration: 1.7769088745117188 (1.7769088745117188) | > loss_1: 29.351829528808594 (29.351829528808594)  --> STEP: 2 | > loss_disc: 2.337416648864746 (2.283921480178833) | > loss_disc_real_0: 0.13882620632648468 (0.12502476572990417) | > loss_disc_real_1: 0.22791939973831177 (0.22859446704387665) | > loss_disc_real_2: 0.2527167499065399 (0.25169384479522705) | > loss_disc_real_3: 0.22900116443634033 (0.22242625057697296) | > loss_disc_real_4: 0.22788868844509125 (0.21538046002388) | > loss_disc_real_5: 0.25835075974464417 (0.24972307682037354) | > loss_0: 2.337416648864746 (2.283921480178833) | > loss_gen: 2.721825361251831 (2.785065531730652) | > loss_kl: 1.962009310722351 (1.995664656162262) | > loss_feat: 7.2180585861206055 (7.85024881362915) | > loss_mel: 12.924989700317383 (13.56992244720459) | > loss_duration: 1.811984658241272 (1.7944467663764954) | > loss_1: 26.638866424560547 (27.99534797668457)  --> STEP: 3 | > loss_disc: 2.2076737880706787 (2.2585055828094482) | > loss_disc_real_0: 0.12274043262004852 (0.12426332135995229) | > loss_disc_real_1: 0.24210888147354126 (0.23309927185376486) | > loss_disc_real_2: 0.2528218626976013 (0.2520698507626851) | > loss_disc_real_3: 0.20725427567958832 (0.21736892561117807) | > loss_disc_real_4: 0.19977661967277527 (0.2101791799068451) | > loss_disc_real_5: 0.223356693983078 (0.24093428254127502) | > loss_0: 2.2076737880706787 (2.2585055828094482) | > loss_gen: 2.8477115631103516 (2.8059475421905518) | > loss_kl: 1.8686167001724243 (1.9533153374989827) | > loss_feat: 8.443410873413086 (8.047969500223795) | > loss_mel: 14.3930082321167 (13.844284375508627) | > loss_duration: 1.8022522926330566 (1.7970486084620159) | > loss_1: 29.354999542236328 (28.448565165201824)  --> STEP: 4 | > loss_disc: 2.3460693359375 (2.280396521091461) | > loss_disc_real_0: 0.12673695385456085 (0.12488172948360443) | > loss_disc_real_1: 0.2085341066122055 (0.22695798054337502) | > loss_disc_real_2: 0.2230662703514099 (0.24481895565986633) | > loss_disc_real_3: 0.26005998253822327 (0.22804168984293938) | > loss_disc_real_4: 0.2132895141839981 (0.21095676347613335) | > loss_disc_real_5: 0.2068548947572708 (0.23241443559527397) | > loss_0: 2.3460693359375 (2.280396521091461) | > loss_gen: 2.547938346862793 (2.741445243358612) | > loss_kl: 1.806247591972351 (1.9165484011173248) | > loss_feat: 7.74005651473999 (7.970991253852844) | > loss_mel: 12.97922420501709 (13.628019332885742) | > loss_duration: 1.752995252609253 (1.786035269498825) | > loss_1: 26.826461791992188 (28.043039321899414) --> EVAL PERFORMANCE | > avg_loader_time: 0.29129451513290405 (+0.007682323455810547) | > avg_loss_disc: 2.280396521091461 (+0.09225523471832275) | > avg_loss_disc_real_0: 0.12488172948360443 (-0.0414075069129467) | > avg_loss_disc_real_1: 0.22695798054337502 (+0.03050476312637329) | > avg_loss_disc_real_2: 0.24481895565986633 (+0.05928829312324524) | > avg_loss_disc_real_3: 0.22804168984293938 (+0.01637764275074005) | > avg_loss_disc_real_4: 0.21095676347613335 (-0.008280802518129349) | > avg_loss_disc_real_5: 0.23241443559527397 (+0.0070441849529743195) | > avg_loss_0: 2.280396521091461 (+0.09225523471832275) | > avg_loss_gen: 2.741445243358612 (-0.06087768077850342) | > avg_loss_kl: 1.9165484011173248 (+0.11879503726959229) | > avg_loss_feat: 7.970991253852844 (-0.044970154762268066) | > avg_loss_mel: 13.628019332885742 (-0.35695934295654297) | > avg_loss_duration: 1.786035269498825 (-0.007803052663803101) | > avg_loss_1: 28.043039321899414 (-0.35181522369384766)  > EPOCH: 189/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 22:48:26)   --> TIME: 2025-05-09 22:48:38 -- STEP: 12/725 -- GLOBAL_STEP: 182900 | > loss_disc: 2.2817726135253906 (2.197658816973368) | > loss_disc_real_0: 0.23862890899181366 (0.14660176448523998) | > loss_disc_real_1: 0.21094460785388947 (0.1935340017080307) | > loss_disc_real_2: 0.1825685352087021 (0.1835666447877884) | > loss_disc_real_3: 0.20701102912425995 (0.20574829975763956) | > loss_disc_real_4: 0.18909354507923126 (0.1985746460656325) | > loss_disc_real_5: 0.19482578337192535 (0.19973360871275267) | > loss_0: 2.2817726135253906 (2.197658816973368) | > grad_norm_0: tensor(52.2368, device='cuda:0') (tensor(39.7291, device='cuda:0')) | > loss_gen: 2.7821085453033447 (2.8000967303911843) | > loss_kl: 1.8525151014328003 (1.7882066766421) | > loss_feat: 8.179502487182617 (8.278233528137207) | > loss_mel: 12.20914077758789 (13.360615571339926) | > loss_duration: 1.7237893342971802 (1.6931825776894887) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.747055053710938 (27.920334815979004) | > grad_norm_1: tensor(793.8586, device='cuda:0') (tensor(701.2409, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8348 (0.8363901376724243) | > loader_time: 0.0092 (0.010117212931315104)  --> TIME: 2025-05-09 22:49:22 -- STEP: 62/725 -- GLOBAL_STEP: 182950 | > loss_disc: 2.1401336193084717 (2.212736439320349) | > loss_disc_real_0: 0.0931028425693512 (0.14219723497667616) | > loss_disc_real_1: 0.18143998086452484 (0.19370981353905894) | > loss_disc_real_2: 0.17323870956897736 (0.18871248994142778) | > loss_disc_real_3: 0.1788584440946579 (0.2037736905678626) | > loss_disc_real_4: 0.20143888890743256 (0.1992540325849287) | > loss_disc_real_5: 0.19521044194698334 (0.20296521629056624) | > loss_0: 2.1401336193084717 (2.212736439320349) | > grad_norm_0: tensor(26.1735, device='cuda:0') (tensor(33.9785, device='cuda:0')) | > loss_gen: 2.8300621509552 (2.7706300481673205) | > loss_kl: 1.7419910430908203 (1.7309099243533226) | > loss_feat: 8.926251411437988 (8.290740728378298) | > loss_mel: 14.104095458984375 (13.293869280046032) | > loss_duration: 1.7304275035858154 (1.6864110019899183) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.332828521728516 (27.77256085795741) | > grad_norm_1: tensor(778.7243, device='cuda:0') (tensor(652.6874, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8424 (0.8497508687357749) | > loader_time: 0.0096 (0.010364413261413574)  --> TIME: 2025-05-09 22:50:05 -- STEP: 112/725 -- GLOBAL_STEP: 183000 | > loss_disc: 2.2864222526550293 (2.1955213674477165) | > loss_disc_real_0: 0.113718181848526 (0.13823913722964268) | > loss_disc_real_1: 0.22398138046264648 (0.19299153305057967) | > loss_disc_real_2: 0.19477808475494385 (0.18840845581144094) | > loss_disc_real_3: 0.18497100472450256 (0.20387508041624508) | > loss_disc_real_4: 0.18813690543174744 (0.19660233639712846) | > loss_disc_real_5: 0.20458076894283295 (0.20110858684139593) | > loss_0: 2.2864222526550293 (2.1955213674477165) | > grad_norm_0: tensor(28.7982, device='cuda:0') (tensor(33.7725, device='cuda:0')) | > loss_gen: 2.6283864974975586 (2.801227399281092) | > loss_kl: 1.705086588859558 (1.7252738092626845) | > loss_feat: 7.7966108322143555 (8.413787416049413) | > loss_mel: 13.041845321655273 (13.496067208903176) | > loss_duration: 1.6821300983428955 (1.6916243955492973) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.85405921936035 (28.12798014708928) | > grad_norm_1: tensor(306.9486, device='cuda:0') (tensor(662.9284, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8412 (0.8502007829291481) | > loader_time: 0.0104 (0.010262676647731232) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_183000.pth  --> TIME: 2025-05-09 22:50:51 -- STEP: 162/725 -- GLOBAL_STEP: 183050 | > loss_disc: 2.0180346965789795 (2.1930636954896245) | > loss_disc_real_0: 0.11162185668945312 (0.13785258556405705) | > loss_disc_real_1: 0.19429025053977966 (0.19266987481602924) | > loss_disc_real_2: 0.19480127096176147 (0.187851811448733) | > loss_disc_real_3: 0.21105368435382843 (0.20434398664000594) | > loss_disc_real_4: 0.18671762943267822 (0.19642801334460577) | > loss_disc_real_5: 0.22592128813266754 (0.20099088476027963) | > loss_0: 2.0180346965789795 (2.1930636954896245) | > grad_norm_0: tensor(29.2534, device='cuda:0') (tensor(31.9373, device='cuda:0')) | > loss_gen: 3.164619207382202 (2.79524325735775) | > loss_kl: 1.6694554090499878 (1.724746353832292) | > loss_feat: 10.126301765441895 (8.401300006442597) | > loss_mel: 15.321401596069336 (13.412657260894779) | > loss_duration: 1.6363555192947388 (1.6907276651005683) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.918134689331055 (28.02467448623092) | > grad_norm_1: tensor(913.8043, device='cuda:0') (tensor(666.2659, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8356 (0.8494925793306327) | > loader_time: 0.0102 (0.010252483097123507)  --> TIME: 2025-05-09 22:51:34 -- STEP: 212/725 -- GLOBAL_STEP: 183100 | > loss_disc: 2.32327938079834 (2.196657240953085) | > loss_disc_real_0: 0.11370782554149628 (0.13794254448335122) | > loss_disc_real_1: 0.1991046518087387 (0.19274500167032466) | > loss_disc_real_2: 0.22335730493068695 (0.1883453499736651) | > loss_disc_real_3: 0.2243318259716034 (0.2048710765984823) | > loss_disc_real_4: 0.23496949672698975 (0.19698823187148795) | > loss_disc_real_5: 0.1968238651752472 (0.20107700261023803) | > loss_0: 2.32327938079834 (2.196657240953085) | > grad_norm_0: tensor(17.5949, device='cuda:0') (tensor(31.7390, device='cuda:0')) | > loss_gen: 2.7454307079315186 (2.7916756373531406) | > loss_kl: 1.743934988975525 (1.7306399992052115) | > loss_feat: 7.997217178344727 (8.379464068502752) | > loss_mel: 12.289326667785645 (13.377710023016302) | > loss_duration: 1.7073630094528198 (1.6900312984889405) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.483272552490234 (27.96952099170325) | > grad_norm_1: tensor(609.3438, device='cuda:0') (tensor(669.4827, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8468 (0.8505020658924894) | > loader_time: 0.0126 (0.01017935995785695)  --> TIME: 2025-05-09 22:52:17 -- STEP: 262/725 -- GLOBAL_STEP: 183150 | > loss_disc: 2.2378690242767334 (2.1996702679240974) | > loss_disc_real_0: 0.12000486999750137 (0.1383873027756469) | > loss_disc_real_1: 0.18845902383327484 (0.19246846096206263) | > loss_disc_real_2: 0.19925670325756073 (0.18811389365951522) | > loss_disc_real_3: 0.21973489224910736 (0.2050786608161817) | > loss_disc_real_4: 0.21200309693813324 (0.19703378886666917) | > loss_disc_real_5: 0.18374784290790558 (0.20179105350989415) | > loss_0: 2.2378690242767334 (2.1996702679240974) | > grad_norm_0: tensor(9.2613, device='cuda:0') (tensor(31.1248, device='cuda:0')) | > loss_gen: 2.6294612884521484 (2.7810385873299515) | > loss_kl: 1.8563302755355835 (1.7358359239483607) | > loss_feat: 7.788991451263428 (8.360900482148613) | > loss_mel: 13.133289337158203 (13.340390445621871) | > loss_duration: 1.679844617843628 (1.6906634573718062) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.087915420532227 (27.908828837270956) | > grad_norm_1: tensor(137.5423, device='cuda:0') (tensor(660.3618, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8867 (0.8498033039442455) | > loader_time: 0.0108 (0.010170935674478078)  --> TIME: 2025-05-09 22:53:00 -- STEP: 312/725 -- GLOBAL_STEP: 183200 | > loss_disc: 2.1732945442199707 (2.2045086992856784) | > loss_disc_real_0: 0.1411043107509613 (0.13946038386665088) | > loss_disc_real_1: 0.20609498023986816 (0.19260382322737807) | > loss_disc_real_2: 0.17721645534038544 (0.18890560709704188) | > loss_disc_real_3: 0.1997690498828888 (0.2046433462259861) | > loss_disc_real_4: 0.1759396493434906 (0.19729343959345272) | > loss_disc_real_5: 0.18368081748485565 (0.20243849686514107) | > loss_0: 2.1732945442199707 (2.2045086992856784) | > grad_norm_0: tensor(28.9624, device='cuda:0') (tensor(30.8748, device='cuda:0')) | > loss_gen: 2.8137686252593994 (2.777127557840103) | > loss_kl: 1.7197774648666382 (1.7308142655170884) | > loss_feat: 8.497055053710938 (8.329824756353323) | > loss_mel: 13.782246589660645 (13.315760746980319) | > loss_duration: 1.675012469291687 (1.689778364239594) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.48785972595215 (27.843305630561634) | > grad_norm_1: tensor(726.9629, device='cuda:0') (tensor(648.0610, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.841 (0.8489978458636847) | > loader_time: 0.0097 (0.010124922562868165)  --> TIME: 2025-05-09 22:53:43 -- STEP: 362/725 -- GLOBAL_STEP: 183250 | > loss_disc: 2.244377851486206 (2.2052207766975482) | > loss_disc_real_0: 0.1980048418045044 (0.14012934623584558) | > loss_disc_real_1: 0.21874387562274933 (0.19268110431524937) | > loss_disc_real_2: 0.19395209848880768 (0.1888071054911745) | > loss_disc_real_3: 0.18405185639858246 (0.20444973368835712) | > loss_disc_real_4: 0.2164059728384018 (0.1973825480727201) | > loss_disc_real_5: 0.2169228345155716 (0.20221802262970093) | > loss_0: 2.244377851486206 (2.2052207766975482) | > grad_norm_0: tensor(37.6065, device='cuda:0') (tensor(30.8991, device='cuda:0')) | > loss_gen: 2.8630211353302 (2.778014576237506) | > loss_kl: 1.7851232290267944 (1.7308829499213079) | > loss_feat: 8.813870429992676 (8.328439809999413) | > loss_mel: 13.998978614807129 (13.311816605415128) | > loss_duration: 1.640105962753296 (1.6887127434351161) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.10110092163086 (27.837866667225875) | > grad_norm_1: tensor(750.4506, device='cuda:0') (tensor(643.9030, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8485 (0.8492979015434644) | > loader_time: 0.0099 (0.010130595765719749)  --> TIME: 2025-05-09 22:54:27 -- STEP: 412/725 -- GLOBAL_STEP: 183300 | > loss_disc: 2.254218578338623 (2.2057090225150273) | > loss_disc_real_0: 0.15689632296562195 (0.13979885973108605) | > loss_disc_real_1: 0.19636674225330353 (0.19282523235215732) | > loss_disc_real_2: 0.1901034414768219 (0.18858615580259014) | > loss_disc_real_3: 0.2218107432126999 (0.20439346988224288) | > loss_disc_real_4: 0.23273979127407074 (0.19727844784705384) | > loss_disc_real_5: 0.19234192371368408 (0.20312373191841596) | > loss_0: 2.254218578338623 (2.2057090225150273) | > grad_norm_0: tensor(35.9919, device='cuda:0') (tensor(30.3426, device='cuda:0')) | > loss_gen: 2.7543466091156006 (2.776927058557863) | > loss_kl: 1.721776008605957 (1.7323907046642122) | > loss_feat: 7.881525993347168 (8.330528322932789) | > loss_mel: 12.773970603942871 (13.34834295569114) | > loss_duration: 1.6871649026870728 (1.6889550949184635) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.818784713745117 (27.877144146891474) | > grad_norm_1: tensor(751.3204, device='cuda:0') (tensor(638.2324, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.872 (0.8505417096962049) | > loader_time: 0.0095 (0.010104142346428435)  --> TIME: 2025-05-09 22:55:10 -- STEP: 462/725 -- GLOBAL_STEP: 183350 | > loss_disc: 2.1356632709503174 (2.2077614040601823) | > loss_disc_real_0: 0.11361480504274368 (0.1402245033290477) | > loss_disc_real_1: 0.19737063348293304 (0.1930163886833501) | > loss_disc_real_2: 0.1741217076778412 (0.18847141640655918) | > loss_disc_real_3: 0.18123012781143188 (0.2048554080518293) | > loss_disc_real_4: 0.20188041031360626 (0.19732152789960175) | > loss_disc_real_5: 0.18996277451515198 (0.20335087892942094) | > loss_0: 2.1356632709503174 (2.2077614040601823) | > grad_norm_0: tensor(15.6982, device='cuda:0') (tensor(30.2041, device='cuda:0')) | > loss_gen: 2.763467788696289 (2.7728060282670066) | > loss_kl: 1.7361031770706177 (1.730696095016612) | > loss_feat: 8.61638069152832 (8.3135341545204) | > loss_mel: 13.49535083770752 (13.326526460193449) | > loss_duration: 1.6970196962356567 (1.6889220997368615) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.30832290649414 (27.832484843927027) | > grad_norm_1: tensor(459.9420, device='cuda:0') (tensor(629.5040, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.7847 (0.8498455487288438) | > loader_time: 0.012 (0.01009505238883939)  --> TIME: 2025-05-09 22:55:53 -- STEP: 512/725 -- GLOBAL_STEP: 183400 | > loss_disc: 2.2391610145568848 (2.2100532695185393) | > loss_disc_real_0: 0.12596002221107483 (0.1406043288880026) | > loss_disc_real_1: 0.19645297527313232 (0.1929194649273996) | > loss_disc_real_2: 0.20012523233890533 (0.18850657614530061) | > loss_disc_real_3: 0.21696257591247559 (0.20489263601484708) | > loss_disc_real_4: 0.21529191732406616 (0.19754191051470116) | > loss_disc_real_5: 0.20971819758415222 (0.20377946511143816) | > loss_0: 2.2391610145568848 (2.2100532695185393) | > grad_norm_0: tensor(11.9476, device='cuda:0') (tensor(29.8173, device='cuda:0')) | > loss_gen: 2.7612051963806152 (2.7686083023436376) | > loss_kl: 1.755338191986084 (1.7334241713397207) | > loss_feat: 8.024240493774414 (8.289803091436617) | > loss_mel: 13.111391067504883 (13.309848837554451) | > loss_duration: 1.6428554058074951 (1.6896672041621055) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.29503059387207 (27.791351605206728) | > grad_norm_1: tensor(135.3886, device='cuda:0') (tensor(622.5218, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8437 (0.8493812009692192) | > loader_time: 0.0096 (0.010097214952111242)  --> TIME: 2025-05-09 22:56:36 -- STEP: 562/725 -- GLOBAL_STEP: 183450 | > loss_disc: 2.171099901199341 (2.2120587454571834) | > loss_disc_real_0: 0.08446638286113739 (0.14072007414125873) | > loss_disc_real_1: 0.17085671424865723 (0.1928906808756425) | > loss_disc_real_2: 0.18852853775024414 (0.18868586309651889) | > loss_disc_real_3: 0.17757046222686768 (0.2049473677877854) | > loss_disc_real_4: 0.1846667379140854 (0.19780162265822557) | > loss_disc_real_5: 0.21465294063091278 (0.20406993778150698) | > loss_0: 2.171099901199341 (2.2120587454571834) | > grad_norm_0: tensor(25.0614, device='cuda:0') (tensor(29.6789, device='cuda:0')) | > loss_gen: 2.8354408740997314 (2.766100819849036) | > loss_kl: 1.711497187614441 (1.734241514655619) | > loss_feat: 8.565179824829102 (8.274653786017797) | > loss_mel: 13.359918594360352 (13.302654802587103) | > loss_duration: 1.6537890434265137 (1.689493379983189) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.12582778930664 (27.767144281244782) | > grad_norm_1: tensor(648.7554, device='cuda:0') (tensor(622.1463, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.892 (0.8488289805069514) | > loader_time: 0.0129 (0.010068005938546934)  --> TIME: 2025-05-09 22:57:19 -- STEP: 612/725 -- GLOBAL_STEP: 183500 | > loss_disc: 2.3157804012298584 (2.2134389727333783) | > loss_disc_real_0: 0.1426711529493332 (0.14084724771479748) | > loss_disc_real_1: 0.21714246273040771 (0.19310449370566554) | > loss_disc_real_2: 0.2433689683675766 (0.18898316333983467) | > loss_disc_real_3: 0.242805615067482 (0.20494787920923804) | > loss_disc_real_4: 0.21482442319393158 (0.1979383335150535) | > loss_disc_real_5: 0.2519478499889374 (0.20407692949269332) | > loss_0: 2.3157804012298584 (2.2134389727333783) | > grad_norm_0: tensor(26.0701, device='cuda:0') (tensor(29.7679, device='cuda:0')) | > loss_gen: 2.791478395462036 (2.7662038187575524) | > loss_kl: 1.777935266494751 (1.735715169922199) | > loss_feat: 7.057816028594971 (8.257863911148764) | > loss_mel: 12.224172592163086 (13.286908740311667) | > loss_duration: 1.6358062028884888 (1.6891943436432502) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.487211227416992 (27.73588596294129) | > grad_norm_1: tensor(687.9461, device='cuda:0') (tensor(616.5593, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8254 (0.8488904981831323) | > loader_time: 0.0088 (0.010060939134335983)  --> TIME: 2025-05-09 22:58:02 -- STEP: 662/725 -- GLOBAL_STEP: 183550 | > loss_disc: 2.3467395305633545 (2.214481243734272) | > loss_disc_real_0: 0.1403241604566574 (0.1406871054400309) | > loss_disc_real_1: 0.2047520875930786 (0.19305208460441914) | > loss_disc_real_2: 0.20254860818386078 (0.18898321751201266) | > loss_disc_real_3: 0.22542133927345276 (0.20504617479452564) | > loss_disc_real_4: 0.2482243776321411 (0.1980399093464062) | > loss_disc_real_5: 0.20773394405841827 (0.20444825235360334) | > loss_0: 2.3467395305633545 (2.214481243734272) | > grad_norm_0: tensor(18.8213, device='cuda:0') (tensor(29.6151, device='cuda:0')) | > loss_gen: 2.5755958557128906 (2.764294300554746) | > loss_kl: 1.8173551559448242 (1.7375390248716418) | > loss_feat: 7.10178804397583 (8.249404401577479) | > loss_mel: 13.264126777648926 (13.277560543797888) | > loss_duration: 1.7060208320617676 (1.6900440287013783) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.464885711669922 (27.718842284556963) | > grad_norm_1: tensor(278.5607, device='cuda:0') (tensor(614.5176, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8643 (0.8484507575856238) | > loader_time: 0.0122 (0.01004971010087119)  --> TIME: 2025-05-09 22:58:45 -- STEP: 712/725 -- GLOBAL_STEP: 183600 | > loss_disc: 2.081867218017578 (2.215535694461188) | > loss_disc_real_0: 0.12248031049966812 (0.1407114966573675) | > loss_disc_real_1: 0.20392046868801117 (0.19297118141744937) | > loss_disc_real_2: 0.16764546930789948 (0.18929526795831966) | > loss_disc_real_3: 0.20214515924453735 (0.20506760886127368) | > loss_disc_real_4: 0.20495806634426117 (0.1980634963956107) | > loss_disc_real_5: 0.18531620502471924 (0.20456111699007867) | > loss_0: 2.081867218017578 (2.215535694461188) | > grad_norm_0: tensor(39.0134, device='cuda:0') (tensor(29.5203, device='cuda:0')) | > loss_gen: 2.95929217338562 (2.762468645411934) | > loss_kl: 1.6727088689804077 (1.7368483752681967) | > loss_feat: 9.523523330688477 (8.240905091333909) | > loss_mel: 14.648905754089355 (13.272195992844829) | > loss_duration: 1.6934266090393066 (1.6898762583732598) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.49785614013672 (27.70229435502813) | > grad_norm_1: tensor(387.9409, device='cuda:0') (tensor(614.2991, device='cuda:0')) | > current_lr_0: 0.00019533008866921223 | > current_lr_1: 0.00019533008866921223 | > step_time: 0.8323 (0.8483479033025466) | > loader_time: 0.0095 (0.010050621260417973)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3284859657287598 (2.3284859657287598) | > loss_disc_real_0: 0.10532042384147644 (0.10532042384147644) | > loss_disc_real_1: 0.1601298451423645 (0.1601298451423645) | > loss_disc_real_2: 0.20352822542190552 (0.20352822542190552) | > loss_disc_real_3: 0.24157093465328217 (0.24157093465328217) | > loss_disc_real_4: 0.2317979335784912 (0.2317979335784912) | > loss_disc_real_5: 0.24012283980846405 (0.24012283980846405) | > loss_0: 2.3284859657287598 (2.3284859657287598) | > loss_gen: 2.4479269981384277 (2.4479269981384277) | > loss_kl: 2.1044538021087646 (2.1044538021087646) | > loss_feat: 8.032607078552246 (8.032607078552246) | > loss_mel: 13.689654350280762 (13.689654350280762) | > loss_duration: 1.685333490371704 (1.685333490371704) | > loss_1: 27.959976196289062 (27.959976196289062)  --> STEP: 1 | > loss_disc: 2.396942377090454 (2.396942377090454) | > loss_disc_real_0: 0.11466382443904877 (0.11466382443904877) | > loss_disc_real_1: 0.17449545860290527 (0.17449545860290527) | > loss_disc_real_2: 0.20202331244945526 (0.20202331244945526) | > loss_disc_real_3: 0.23631295561790466 (0.23631295561790466) | > loss_disc_real_4: 0.22637221217155457 (0.22637221217155457) | > loss_disc_real_5: 0.2557510435581207 (0.2557510435581207) | > loss_0: 2.396942377090454 (2.396942377090454) | > loss_gen: 2.3487539291381836 (2.3487539291381836) | > loss_kl: 2.0115420818328857 (2.0115420818328857) | > loss_feat: 6.961038589477539 (6.961038589477539) | > loss_mel: 12.898052215576172 (12.898052215576172) | > loss_duration: 1.7775914669036865 (1.7775914669036865) | > loss_1: 25.996978759765625 (25.996978759765625)  --> STEP: 2 | > loss_disc: 2.391829252243042 (2.394385814666748) | > loss_disc_real_0: 0.11358921974897385 (0.1141265220940113) | > loss_disc_real_1: 0.17557746171951294 (0.1750364601612091) | > loss_disc_real_2: 0.20058545470237732 (0.2013043835759163) | > loss_disc_real_3: 0.2478700429201126 (0.24209149926900864) | > loss_disc_real_4: 0.22817282378673553 (0.22727251797914505) | > loss_disc_real_5: 0.251402348279953 (0.25357669591903687) | > loss_0: 2.391829252243042 (2.394385814666748) | > loss_gen: 2.369598388671875 (2.3591761589050293) | > loss_kl: 1.877137303352356 (1.9443396925926208) | > loss_feat: 7.284508228302002 (7.1227734088897705) | > loss_mel: 12.764723777770996 (12.831387996673584) | > loss_duration: 1.8075158596038818 (1.7925536632537842) | > loss_1: 26.103483200073242 (26.050230979919434)  --> STEP: 3 | > loss_disc: 2.387883186340332 (2.392218271891276) | > loss_disc_real_0: 0.11480483412742615 (0.11435262610514958) | > loss_disc_real_1: 0.17865018546581268 (0.17624103526274362) | > loss_disc_real_2: 0.19767813384532928 (0.2000956336657206) | > loss_disc_real_3: 0.24028342962265015 (0.24148880938688913) | > loss_disc_real_4: 0.2512108385562897 (0.23525195817152658) | > loss_disc_real_5: 0.23054233193397522 (0.24589857459068298) | > loss_0: 2.387883186340332 (2.392218271891276) | > loss_gen: 2.3987557888031006 (2.372369368871053) | > loss_kl: 2.0543417930603027 (1.9810070594151814) | > loss_feat: 7.876174449920654 (7.373907089233398) | > loss_mel: 13.943584442138672 (13.202120145161947) | > loss_duration: 1.7999593019485474 (1.7950222094853718) | > loss_1: 28.07281494140625 (26.72442563374837)  --> STEP: 4 | > loss_disc: 2.3877034187316895 (2.3910895586013794) | > loss_disc_real_0: 0.11162377148866653 (0.11367041245102882) | > loss_disc_real_1: 0.18577733635902405 (0.17862511053681374) | > loss_disc_real_2: 0.1951713114976883 (0.19886455312371254) | > loss_disc_real_3: 0.2229425013065338 (0.2368522323668003) | > loss_disc_real_4: 0.26810702681541443 (0.24346572533249855) | > loss_disc_real_5: 0.25168055295944214 (0.24734406918287277) | > loss_0: 2.3877034187316895 (2.3910895586013794) | > loss_gen: 2.358367919921875 (2.3688690066337585) | > loss_kl: 2.0522968769073486 (1.9988295137882233) | > loss_feat: 7.887082099914551 (7.5022008419036865) | > loss_mel: 13.483647346496582 (13.272501945495605) | > loss_duration: 1.7414052486419678 (1.7816179692745209) | > loss_1: 27.52280044555664 (26.92401933670044) --> EVAL PERFORMANCE | > avg_loader_time: 0.27958381175994873 (-0.011710703372955322) | > avg_loss_disc: 2.3910895586013794 (+0.11069303750991821) | > avg_loss_disc_real_0: 0.11367041245102882 (-0.011211317032575607) | > avg_loss_disc_real_1: 0.17862511053681374 (-0.04833287000656128) | > avg_loss_disc_real_2: 0.19886455312371254 (-0.04595440253615379) | > avg_loss_disc_real_3: 0.2368522323668003 (+0.008810542523860931) | > avg_loss_disc_real_4: 0.24346572533249855 (+0.032508961856365204) | > avg_loss_disc_real_5: 0.24734406918287277 (+0.0149296335875988) | > avg_loss_0: 2.3910895586013794 (+0.11069303750991821) | > avg_loss_gen: 2.3688690066337585 (-0.3725762367248535) | > avg_loss_kl: 1.9988295137882233 (+0.08228111267089844) | > avg_loss_feat: 7.5022008419036865 (-0.4687904119491577) | > avg_loss_mel: 13.272501945495605 (-0.3555173873901367) | > avg_loss_duration: 1.7816179692745209 (-0.004417300224304199) | > avg_loss_1: 26.92401933670044 (-1.1190199851989746)  > EPOCH: 190/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 22:59:02)   --> TIME: 2025-05-09 22:59:36 -- STEP: 37/725 -- GLOBAL_STEP: 183650 | > loss_disc: 2.1973845958709717 (2.217604495383598) | > loss_disc_real_0: 0.14140263199806213 (0.1538380620044631) | > loss_disc_real_1: 0.17608512938022614 (0.19233858343717214) | > loss_disc_real_2: 0.16045258939266205 (0.18842127556736404) | > loss_disc_real_3: 0.19094645977020264 (0.20515487081295736) | > loss_disc_real_4: 0.19468536972999573 (0.1984567227395805) | > loss_disc_real_5: 0.2750245928764343 (0.20279504882322774) | > loss_0: 2.1973845958709717 (2.217604495383598) | > grad_norm_0: tensor(28.5213, device='cuda:0') (tensor(34.5678, device='cuda:0')) | > loss_gen: 2.9617793560028076 (2.829293257481343) | > loss_kl: 1.629423975944519 (1.7777296981296025) | > loss_feat: 8.8815279006958 (8.291034788698763) | > loss_mel: 12.108518600463867 (13.088407181404733) | > loss_duration: 1.673337697982788 (1.6872198485039376) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.254587173461914 (27.67368460990287) | > grad_norm_1: tensor(448.5591, device='cuda:0') (tensor(539.1058, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8412 (0.8503167758116851) | > loader_time: 0.0117 (0.009889551111169764)  --> TIME: 2025-05-09 23:00:20 -- STEP: 87/725 -- GLOBAL_STEP: 183700 | > loss_disc: 2.0973575115203857 (2.2181669624372464) | > loss_disc_real_0: 0.11800984293222427 (0.1436486111461431) | > loss_disc_real_1: 0.1974257379770279 (0.19311553616633365) | > loss_disc_real_2: 0.17599932849407196 (0.19064560104375602) | > loss_disc_real_3: 0.17039743065834045 (0.20543587995671678) | > loss_disc_real_4: 0.19630703330039978 (0.19823091982424945) | > loss_disc_real_5: 0.17746363580226898 (0.2051869175214877) | > loss_0: 2.0973575115203857 (2.2181669624372464) | > grad_norm_0: tensor(18.2606, device='cuda:0') (tensor(26.0784, device='cuda:0')) | > loss_gen: 2.8937933444976807 (2.7808961895690563) | > loss_kl: 1.7161022424697876 (1.7424326559592938) | > loss_feat: 9.027036666870117 (8.270840650317318) | > loss_mel: 14.185811996459961 (13.333871764698248) | > loss_duration: 1.664297103881836 (1.6896772823114505) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.487041473388672 (27.817718440088733) | > grad_norm_1: tensor(695.5728, device='cuda:0') (tensor(513.7313, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.821 (0.8484418008519315) | > loader_time: 0.0104 (0.0099557350421774)  --> TIME: 2025-05-09 23:01:03 -- STEP: 137/725 -- GLOBAL_STEP: 183750 | > loss_disc: 2.2333502769470215 (2.2149718277645816) | > loss_disc_real_0: 0.12401631474494934 (0.1423039974739952) | > loss_disc_real_1: 0.1937713921070099 (0.19325630345048697) | > loss_disc_real_2: 0.17952585220336914 (0.19022198478235816) | > loss_disc_real_3: 0.2010873705148697 (0.20411957604606656) | > loss_disc_real_4: 0.1771192103624344 (0.19851331739095004) | > loss_disc_real_5: 0.22250737249851227 (0.20472485490523987) | > loss_0: 2.2333502769470215 (2.2149718277645816) | > grad_norm_0: tensor(12.9995, device='cuda:0') (tensor(26.5469, device='cuda:0')) | > loss_gen: 2.747525215148926 (2.7772194016588867) | > loss_kl: 1.674464225769043 (1.725529262619297) | > loss_feat: 8.56414794921875 (8.243487782721976) | > loss_mel: 13.068023681640625 (13.290248195620348) | > loss_duration: 1.6726765632629395 (1.6914504914388169) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.726837158203125 (27.727935178436503) | > grad_norm_1: tensor(560.6277, device='cuda:0') (tensor(551.5539, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8257 (0.8492432127903847) | > loader_time: 0.01 (0.010038441985192962)  --> TIME: 2025-05-09 23:01:46 -- STEP: 187/725 -- GLOBAL_STEP: 183800 | > loss_disc: 2.0782129764556885 (2.2104138843515977) | > loss_disc_real_0: 0.11851677298545837 (0.14086656957705387) | > loss_disc_real_1: 0.1839902549982071 (0.19438963570696788) | > loss_disc_real_2: 0.1756872981786728 (0.1896266118887274) | > loss_disc_real_3: 0.17196024954319 (0.20428123193628647) | > loss_disc_real_4: 0.16170333325862885 (0.1976291016142636) | > loss_disc_real_5: 0.18183787167072296 (0.20346641317408345) | > loss_0: 2.0782129764556885 (2.2104138843515977) | > grad_norm_0: tensor(40.1640, device='cuda:0') (tensor(27.2091, device='cuda:0')) | > loss_gen: 2.925917625427246 (2.7778172862721004) | > loss_kl: 1.6628154516220093 (1.7158517506033342) | > loss_feat: 9.419480323791504 (8.262024706060238) | > loss_mel: 14.45055103302002 (13.286483275061622) | > loss_duration: 1.7108964920043945 (1.6923913228958047) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.169658660888672 (27.73456840719131) | > grad_norm_1: tensor(913.3016, device='cuda:0') (tensor(573.0961, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8611 (0.8493108647392396) | > loader_time: 0.0106 (0.010164633154231599)  --> TIME: 2025-05-09 23:02:29 -- STEP: 237/725 -- GLOBAL_STEP: 183850 | > loss_disc: 2.1263880729675293 (2.2060424909309986) | > loss_disc_real_0: 0.18609358370304108 (0.13900868157671484) | > loss_disc_real_1: 0.219155952334404 (0.19422943167042633) | > loss_disc_real_2: 0.21426570415496826 (0.18883868184270738) | > loss_disc_real_3: 0.18928386270999908 (0.2048223932206882) | > loss_disc_real_4: 0.16162633895874023 (0.1975639968607496) | > loss_disc_real_5: 0.1967104822397232 (0.20406796119887108) | > loss_0: 2.1263880729675293 (2.2060424909309986) | > grad_norm_0: tensor(33.5357, device='cuda:0') (tensor(27.4331, device='cuda:0')) | > loss_gen: 3.0768611431121826 (2.785170456528161) | > loss_kl: 1.8525052070617676 (1.7214516793625265) | > loss_feat: 9.090641975402832 (8.323836861783445) | > loss_mel: 14.232048034667969 (13.332353020519143) | > loss_duration: 1.679816722869873 (1.692505478355955) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.931873321533203 (27.855317530249746) | > grad_norm_1: tensor(419.8351, device='cuda:0') (tensor(592.0247, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8035 (0.8500435794959088) | > loader_time: 0.0095 (0.010218640420004288)  --> TIME: 2025-05-09 23:03:12 -- STEP: 287/725 -- GLOBAL_STEP: 183900 | > loss_disc: 2.3296496868133545 (2.2058264822910045) | > loss_disc_real_0: 0.16145232319831848 (0.13934505027345673) | > loss_disc_real_1: 0.20656287670135498 (0.19405634041862624) | > loss_disc_real_2: 0.14882846176624298 (0.18827605777085868) | > loss_disc_real_3: 0.21612542867660522 (0.20526715900216783) | > loss_disc_real_4: 0.1988639086484909 (0.19730097865393767) | > loss_disc_real_5: 0.21452495455741882 (0.20382547695254605) | > loss_0: 2.3296496868133545 (2.2058264822910045) | > grad_norm_0: tensor(40.8468, device='cuda:0') (tensor(27.3368, device='cuda:0')) | > loss_gen: 2.5908548831939697 (2.7810935625215847) | > loss_kl: 1.6434662342071533 (1.7243715956651369) | > loss_feat: 7.307112693786621 (8.311507455978663) | > loss_mel: 12.531234741210938 (13.336017987453982) | > loss_duration: 1.690298080444336 (1.6922211360432962) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.76296615600586 (27.845211746800647) | > grad_norm_1: tensor(1025.7241, device='cuda:0') (tensor(593.1531, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8016 (0.8484683659849267) | > loader_time: 0.011 (0.010245038241874881)  --> TIME: 2025-05-09 23:03:56 -- STEP: 337/725 -- GLOBAL_STEP: 183950 | > loss_disc: 2.085561752319336 (2.2063047068762844) | > loss_disc_real_0: 0.09053171426057816 (0.1389438927792655) | > loss_disc_real_1: 0.21554891765117645 (0.19413157850946097) | > loss_disc_real_2: 0.15047574043273926 (0.18859350769739122) | > loss_disc_real_3: 0.1999933421611786 (0.2049113528841681) | > loss_disc_real_4: 0.19651736319065094 (0.19753595594128795) | > loss_disc_real_5: 0.18309710919857025 (0.2037900955103978) | > loss_0: 2.085561752319336 (2.2063047068762844) | > grad_norm_0: tensor(26.0359, device='cuda:0') (tensor(27.2057, device='cuda:0')) | > loss_gen: 2.9540483951568604 (2.779643486090866) | > loss_kl: 1.6789063215255737 (1.7242475185620676) | > loss_feat: 9.648822784423828 (8.291961105358006) | > loss_mel: 14.816287994384766 (13.302608656953993) | > loss_duration: 1.6733156442642212 (1.691055930332897) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.771379470825195 (27.789516698005286) | > grad_norm_1: tensor(858.6183, device='cuda:0') (tensor(596.6037, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8726 (0.850056212450701) | > loader_time: 0.0102 (0.010221663851412535)  --> TIME: 2025-05-09 23:04:39 -- STEP: 387/725 -- GLOBAL_STEP: 184000 | > loss_disc: 2.1860198974609375 (2.205821830480908) | > loss_disc_real_0: 0.12773579359054565 (0.1393598612272771) | > loss_disc_real_1: 0.1917458325624466 (0.1938430729300477) | > loss_disc_real_2: 0.1934531331062317 (0.18843264558210546) | > loss_disc_real_3: 0.2145688384771347 (0.20478762262705377) | > loss_disc_real_4: 0.21125029027462006 (0.19744344329033092) | > loss_disc_real_5: 0.2233523577451706 (0.20378493904605385) | > loss_0: 2.1860198974609375 (2.205821830480908) | > grad_norm_0: tensor(44.2904, device='cuda:0') (tensor(27.5711, device='cuda:0')) | > loss_gen: 2.80405592918396 (2.7852124293029155) | > loss_kl: 1.6128950119018555 (1.7254059197674732) | > loss_feat: 8.79109001159668 (8.306476324411644) | > loss_mel: 14.150951385498047 (13.31603363441251) | > loss_duration: 1.782444953918457 (1.6907882434761186) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.141437530517578 (27.823916555991154) | > grad_norm_1: tensor(884.8271, device='cuda:0') (tensor(594.2549, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8605 (0.8501820194628812) | > loader_time: 0.0096 (0.01019043577425856) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_184000.pth  --> TIME: 2025-05-09 23:05:25 -- STEP: 437/725 -- GLOBAL_STEP: 184050 | > loss_disc: 2.2523679733276367 (2.2068714918206465) | > loss_disc_real_0: 0.1264788955450058 (0.13947020438702218) | > loss_disc_real_1: 0.16564957797527313 (0.19373439341033355) | > loss_disc_real_2: 0.18609601259231567 (0.1881804216644584) | > loss_disc_real_3: 0.21850447356700897 (0.2045466678911816) | > loss_disc_real_4: 0.19914470613002777 (0.19744459800507436) | > loss_disc_real_5: 0.24759162962436676 (0.20400138305035548) | > loss_0: 2.2523679733276367 (2.2068714918206465) | > grad_norm_0: tensor(18.3373, device='cuda:0') (tensor(26.9533, device='cuda:0')) | > loss_gen: 2.8034017086029053 (2.78018858121789) | > loss_kl: 1.6728101968765259 (1.7278537641128084) | > loss_feat: 7.944571018218994 (8.303944882320879) | > loss_mel: 13.251248359680176 (13.323303438706041) | > loss_duration: 1.6513400077819824 (1.6901156629523095) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.32337188720703 (27.825406325490846) | > grad_norm_1: tensor(313.2365, device='cuda:0') (tensor(584.1787, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8747 (0.8499050800532989) | > loader_time: 0.0098 (0.01016048435761127)  --> TIME: 2025-05-09 23:06:08 -- STEP: 487/725 -- GLOBAL_STEP: 184100 | > loss_disc: 2.261655807495117 (2.2086114597026847) | > loss_disc_real_0: 0.14545415341854095 (0.1400236928150885) | > loss_disc_real_1: 0.2127992957830429 (0.19365904610259824) | > loss_disc_real_2: 0.21111668646335602 (0.18837503005714143) | > loss_disc_real_3: 0.1731458157300949 (0.20471506597937011) | > loss_disc_real_4: 0.20423366129398346 (0.1973089980577296) | > loss_disc_real_5: 0.23659171164035797 (0.20416721120262532) | > loss_0: 2.261655807495117 (2.2086114597026847) | > grad_norm_0: tensor(27.2045, device='cuda:0') (tensor(26.9840, device='cuda:0')) | > loss_gen: 2.864290714263916 (2.7765417843139146) | > loss_kl: 1.8877140283584595 (1.7270011639937726) | > loss_feat: 7.258460998535156 (8.283334892633285) | > loss_mel: 12.748841285705566 (13.320773841419262) | > loss_duration: 1.6827435493469238 (1.6905559372363395) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.442049026489258 (27.798207574801275) | > grad_norm_1: tensor(595.1985, device='cuda:0') (tensor(583.2987, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8153 (0.8497354959805153) | > loader_time: 0.0094 (0.010131956860270103)  --> TIME: 2025-05-09 23:06:51 -- STEP: 537/725 -- GLOBAL_STEP: 184150 | > loss_disc: 2.408632755279541 (2.2075043375043704) | > loss_disc_real_0: 0.22497840225696564 (0.1396616277470492) | > loss_disc_real_1: 0.2334531992673874 (0.19365117730819092) | > loss_disc_real_2: 0.19926151633262634 (0.18871355461896686) | > loss_disc_real_3: 0.23834000527858734 (0.20463344571310718) | > loss_disc_real_4: 0.2355639636516571 (0.19738385078516305) | > loss_disc_real_5: 0.21850787103176117 (0.2039523315884769) | > loss_0: 2.408632755279541 (2.2075043375043704) | > grad_norm_0: tensor(57.5336, device='cuda:0') (tensor(27.1011, device='cuda:0')) | > loss_gen: 2.5109636783599854 (2.778175459671731) | > loss_kl: 1.8175256252288818 (1.730459920964871) | > loss_feat: 6.170547962188721 (8.29212502527504) | > loss_mel: 10.42319393157959 (13.326971805295466) | > loss_duration: 1.7045466899871826 (1.6909556528709453) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.62677574157715 (27.81868784032498) | > grad_norm_1: tensor(658.1973, device='cuda:0') (tensor(588.4766, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8487 (0.8496293173599954) | > loader_time: 0.0091 (0.010122230377055194)  --> TIME: 2025-05-09 23:07:34 -- STEP: 587/725 -- GLOBAL_STEP: 184200 | > loss_disc: 2.1769049167633057 (2.209188847363099) | > loss_disc_real_0: 0.1150350570678711 (0.13954350015932296) | > loss_disc_real_1: 0.205069437623024 (0.1937525626494084) | > loss_disc_real_2: 0.2087375670671463 (0.1890241666181327) | > loss_disc_real_3: 0.18795889616012573 (0.2047922477202278) | > loss_disc_real_4: 0.22882527112960815 (0.19766927704697373) | > loss_disc_real_5: 0.23392057418823242 (0.2040685399275216) | > loss_0: 2.1769049167633057 (2.209188847363099) | > grad_norm_0: tensor(28.6210, device='cuda:0') (tensor(27.1529, device='cuda:0')) | > loss_gen: 2.777435064315796 (2.777495411023166) | > loss_kl: 1.7910306453704834 (1.7350009970201943) | > loss_feat: 8.845392227172852 (8.293959070917298) | > loss_mel: 14.08436393737793 (13.331243032491184) | > loss_duration: 1.6726820468902588 (1.690781200358571) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.1709041595459 (27.82847967911416) | > grad_norm_1: tensor(829.2317, device='cuda:0') (tensor(595.5876, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8551 (0.8494508116168098) | > loader_time: 0.0093 (0.010088965677524549)  --> TIME: 2025-05-09 23:08:17 -- STEP: 637/725 -- GLOBAL_STEP: 184250 | > loss_disc: 2.0631518363952637 (2.2105827733897723) | > loss_disc_real_0: 0.06819968670606613 (0.14036743449313305) | > loss_disc_real_1: 0.20309513807296753 (0.193537938257963) | > loss_disc_real_2: 0.1873820424079895 (0.1887426089314127) | > loss_disc_real_3: 0.1952565461397171 (0.20488548802805479) | > loss_disc_real_4: 0.19428396224975586 (0.197647774916616) | > loss_disc_real_5: 0.22504541277885437 (0.2045514588266191) | > loss_0: 2.0631518363952637 (2.2105827733897723) | > grad_norm_0: tensor(21.6665, device='cuda:0') (tensor(27.6308, device='cuda:0')) | > loss_gen: 2.914876937866211 (2.77693316363839) | > loss_kl: 1.8159784078598022 (1.7354704332501392) | > loss_feat: 9.748720169067383 (8.29258659533468) | > loss_mel: 15.274979591369629 (13.338545660021913) | > loss_duration: 1.6677067279815674 (1.690580073855174) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.42226219177246 (27.83411588923336) | > grad_norm_1: tensor(325.8848, device='cuda:0') (tensor(592.2704, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8481 (0.8492346603417509) | > loader_time: 0.0117 (0.010073573847580557)  --> TIME: 2025-05-09 23:09:00 -- STEP: 687/725 -- GLOBAL_STEP: 184300 | > loss_disc: 2.143301010131836 (2.2101562746747634) | > loss_disc_real_0: 0.18372803926467896 (0.1403244244371266) | > loss_disc_real_1: 0.17979887127876282 (0.1933839036994973) | > loss_disc_real_2: 0.17472049593925476 (0.18850449933582344) | > loss_disc_real_3: 0.2433796226978302 (0.204896200084964) | > loss_disc_real_4: 0.20066344738006592 (0.19752261055609036) | > loss_disc_real_5: 0.19972160458564758 (0.20452936141164724) | > loss_0: 2.143301010131836 (2.2101562746747634) | > grad_norm_0: tensor(24.8223, device='cuda:0') (tensor(27.6797, device='cuda:0')) | > loss_gen: 2.9808151721954346 (2.775189775566867) | > loss_kl: 1.713431715965271 (1.7383021799931526) | > loss_feat: 8.751338005065918 (8.285687700629778) | > loss_mel: 13.62165641784668 (13.327082840809826) | > loss_duration: 1.7237271070480347 (1.6904795815330405) | > amp_scaler: 256.0 (256.37263464337707) | > loss_1: 28.79096794128418 (27.816742057189497) | > grad_norm_1: tensor(802.8085, device='cuda:0') (tensor(591.4296, device='cuda:0')) | > current_lr_0: 0.00019530567240812858 | > current_lr_1: 0.00019530567240812858 | > step_time: 0.8594 (0.8488524699315233) | > loader_time: 0.0096 (0.01005631242777063)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1855711936950684 (2.1855711936950684) | > loss_disc_real_0: 0.11173194646835327 (0.11173194646835327) | > loss_disc_real_1: 0.15997977554798126 (0.15997977554798126) | > loss_disc_real_2: 0.16801829636096954 (0.16801829636096954) | > loss_disc_real_3: 0.21172209084033966 (0.21172209084033966) | > loss_disc_real_4: 0.19254563748836517 (0.19254563748836517) | > loss_disc_real_5: 0.22564226388931274 (0.22564226388931274) | > loss_0: 2.1855711936950684 (2.1855711936950684) | > loss_gen: 2.487868309020996 (2.487868309020996) | > loss_kl: 2.1343886852264404 (2.1343886852264404) | > loss_feat: 8.48401927947998 (8.48401927947998) | > loss_mel: 14.211950302124023 (14.211950302124023) | > loss_duration: 1.6867499351501465 (1.6867499351501465) | > loss_1: 29.004976272583008 (29.004976272583008)  --> STEP: 1 | > loss_disc: 2.1167640686035156 (2.1167640686035156) | > loss_disc_real_0: 0.08741341531276703 (0.08741341531276703) | > loss_disc_real_1: 0.15924397110939026 (0.15924397110939026) | > loss_disc_real_2: 0.18559643626213074 (0.18559643626213074) | > loss_disc_real_3: 0.18757902085781097 (0.18757902085781097) | > loss_disc_real_4: 0.1765870898962021 (0.1765870898962021) | > loss_disc_real_5: 0.20194639265537262 (0.20194639265537262) | > loss_0: 2.1167640686035156 (2.1167640686035156) | > loss_gen: 2.438957691192627 (2.438957691192627) | > loss_kl: 1.9171782732009888 (1.9171782732009888) | > loss_feat: 9.042898178100586 (9.042898178100586) | > loss_mel: 14.8071928024292 (14.8071928024292) | > loss_duration: 1.7651368379592896 (1.7651368379592896) | > loss_1: 29.971363067626953 (29.971363067626953)  --> STEP: 2 | > loss_disc: 2.0879437923431396 (2.1023539304733276) | > loss_disc_real_0: 0.11121292412281036 (0.0993131697177887) | > loss_disc_real_1: 0.15946082770824432 (0.1593523994088173) | > loss_disc_real_2: 0.162470743060112 (0.17403358966112137) | > loss_disc_real_3: 0.18565644323825836 (0.18661773204803467) | > loss_disc_real_4: 0.15678808093070984 (0.16668758541345596) | > loss_disc_real_5: 0.18215373158454895 (0.19205006211996078) | > loss_0: 2.0879437923431396 (2.1023539304733276) | > loss_gen: 2.4916293621063232 (2.465293526649475) | > loss_kl: 1.975568413734436 (1.9463733434677124) | > loss_feat: 9.20807933807373 (9.125488758087158) | > loss_mel: 15.150211334228516 (14.978702068328857) | > loss_duration: 1.8395640850067139 (1.8023504614830017) | > loss_1: 30.665050506591797 (30.318206787109375)  --> STEP: 3 | > loss_disc: 2.2853755950927734 (2.163361152013143) | > loss_disc_real_0: 0.12845204770565033 (0.10902612904707591) | > loss_disc_real_1: 0.18164092302322388 (0.16678190728028616) | > loss_disc_real_2: 0.18646648526191711 (0.17817788819471994) | > loss_disc_real_3: 0.20139144361019135 (0.19154230256875357) | > loss_disc_real_4: 0.18943896889686584 (0.17427137990792593) | > loss_disc_real_5: 0.21977537870407104 (0.20129183431466421) | > loss_0: 2.2853755950927734 (2.163361152013143) | > loss_gen: 2.3337204456329346 (2.421435832977295) | > loss_kl: 2.02064847946167 (1.971131722132365) | > loss_feat: 7.605138778686523 (8.61870543162028) | > loss_mel: 13.506762504577637 (14.488055547078451) | > loss_duration: 1.8094429969787598 (1.8047146399815877) | > loss_1: 27.275712966918945 (29.30404218037923)  --> STEP: 4 | > loss_disc: 2.256122350692749 (2.1865514516830444) | > loss_disc_real_0: 0.09614388644695282 (0.10580556839704514) | > loss_disc_real_1: 0.18166926503181458 (0.17050374671816826) | > loss_disc_real_2: 0.18662142753601074 (0.18028877303004265) | > loss_disc_real_3: 0.19290299713611603 (0.19188247621059418) | > loss_disc_real_4: 0.18400739133358002 (0.17670538276433945) | > loss_disc_real_5: 0.20447616279125214 (0.2020879164338112) | > loss_0: 2.256122350692749 (2.1865514516830444) | > loss_gen: 2.308044910430908 (2.3930881023406982) | > loss_kl: 1.8789339065551758 (1.9480822682380676) | > loss_feat: 8.18123722076416 (8.50933837890625) | > loss_mel: 14.402518272399902 (14.466671228408813) | > loss_duration: 1.759208083152771 (1.7933380007743835) | > loss_1: 28.52994155883789 (29.110517024993896) --> EVAL PERFORMANCE | > avg_loader_time: 0.285108745098114 (+0.005524933338165283) | > avg_loss_disc: 2.1865514516830444 (-0.20453810691833496) | > avg_loss_disc_real_0: 0.10580556839704514 (-0.007864844053983688) | > avg_loss_disc_real_1: 0.17050374671816826 (-0.008121363818645477) | > avg_loss_disc_real_2: 0.18028877303004265 (-0.01857578009366989) | > avg_loss_disc_real_3: 0.19188247621059418 (-0.04496975615620613) | > avg_loss_disc_real_4: 0.17670538276433945 (-0.0667603425681591) | > avg_loss_disc_real_5: 0.2020879164338112 (-0.045256152749061584) | > avg_loss_0: 2.1865514516830444 (-0.20453810691833496) | > avg_loss_gen: 2.3930881023406982 (+0.024219095706939697) | > avg_loss_kl: 1.9480822682380676 (-0.05074724555015564) | > avg_loss_feat: 8.50933837890625 (+1.0071375370025635) | > avg_loss_mel: 14.466671228408813 (+1.194169282913208) | > avg_loss_duration: 1.7933380007743835 (+0.011720031499862671) | > avg_loss_1: 29.110517024993896 (+2.186497688293457)  > EPOCH: 191/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 23:09:39)   --> TIME: 2025-05-09 23:09:52 -- STEP: 12/725 -- GLOBAL_STEP: 184350 | > loss_disc: 2.196913242340088 (2.25044192870458) | > loss_disc_real_0: 0.09274468570947647 (0.1447173481186231) | > loss_disc_real_1: 0.18429593741893768 (0.19387533515691757) | > loss_disc_real_2: 0.17051774263381958 (0.18655900408824286) | > loss_disc_real_3: 0.20578153431415558 (0.20582017426689467) | > loss_disc_real_4: 0.20395544171333313 (0.1996495338777701) | > loss_disc_real_5: 0.20982080698013306 (0.20507316663861275) | > loss_0: 2.196913242340088 (2.25044192870458) | > grad_norm_0: tensor(32.5983, device='cuda:0') (tensor(32.2707, device='cuda:0')) | > loss_gen: 2.81350040435791 (2.7611950834592185) | > loss_kl: 1.777026891708374 (1.795226921637853) | > loss_feat: 8.838027954101562 (8.213148633639017) | > loss_mel: 13.609911918640137 (13.35290797551473) | > loss_duration: 1.725742220878601 (1.6914860010147095) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.764209747314453 (27.813964366912842) | > grad_norm_1: tensor(672.9271, device='cuda:0') (tensor(581.3506, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8552 (0.835874060789744) | > loader_time: 0.0091 (0.01025096575419108)  --> TIME: 2025-05-09 23:10:35 -- STEP: 62/725 -- GLOBAL_STEP: 184400 | > loss_disc: 2.233163356781006 (2.210248047305692) | > loss_disc_real_0: 0.10916315764188766 (0.1364949950047078) | > loss_disc_real_1: 0.19626803696155548 (0.19465792179107663) | > loss_disc_real_2: 0.15818005800247192 (0.18705088260673708) | > loss_disc_real_3: 0.18117773532867432 (0.20476790854046423) | > loss_disc_real_4: 0.18371185660362244 (0.19761430111623582) | > loss_disc_real_5: 0.19352777302265167 (0.20295900178532447) | > loss_0: 2.233163356781006 (2.210248047305692) | > grad_norm_0: tensor(24.4074, device='cuda:0') (tensor(28.3227, device='cuda:0')) | > loss_gen: 2.7468488216400146 (2.7614663839340214) | > loss_kl: 1.6142529249191284 (1.74775601971534) | > loss_feat: 9.193882942199707 (8.23947606548186) | > loss_mel: 13.542272567749023 (13.355865647715907) | > loss_duration: 1.7287534475326538 (1.6877415199433603) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.826011657714844 (27.79230551565847) | > grad_norm_1: tensor(679.0756, device='cuda:0') (tensor(621.3957, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.856 (0.8526066887763238) | > loader_time: 0.0099 (0.010843353886758125)  --> TIME: 2025-05-09 23:11:18 -- STEP: 112/725 -- GLOBAL_STEP: 184450 | > loss_disc: 2.28666090965271 (2.206424410854066) | > loss_disc_real_0: 0.10498696565628052 (0.13686022222308178) | > loss_disc_real_1: 0.1863240897655487 (0.19363911955484323) | > loss_disc_real_2: 0.17075346410274506 (0.18839022211198295) | > loss_disc_real_3: 0.2255353033542633 (0.2049163238012365) | > loss_disc_real_4: 0.1623142510652542 (0.19764184698994672) | > loss_disc_real_5: 0.20122620463371277 (0.20184900877731188) | > loss_0: 2.28666090965271 (2.206424410854066) | > grad_norm_0: tensor(13.4452, device='cuda:0') (tensor(28.4885, device='cuda:0')) | > loss_gen: 2.577894926071167 (2.7759320586919785) | > loss_kl: 1.7141687870025635 (1.7526324252997125) | > loss_feat: 7.824304103851318 (8.293428816965648) | > loss_mel: 12.986988067626953 (13.363585480621882) | > loss_duration: 1.70337975025177 (1.6914482648883546) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.80673599243164 (27.877027017729624) | > grad_norm_1: tensor(385.8960, device='cuda:0') (tensor(634.9057, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.82 (0.8514573318617684) | > loader_time: 0.0121 (0.010717856032507758)  --> TIME: 2025-05-09 23:12:02 -- STEP: 162/725 -- GLOBAL_STEP: 184500 | > loss_disc: 2.2233963012695312 (2.2120954769629004) | > loss_disc_real_0: 0.12443902343511581 (0.13793125366907064) | > loss_disc_real_1: 0.23700736463069916 (0.19405802284125928) | > loss_disc_real_2: 0.18237696588039398 (0.1893665123684906) | > loss_disc_real_3: 0.2159721553325653 (0.20535683383544287) | > loss_disc_real_4: 0.1767217516899109 (0.1975971008708448) | > loss_disc_real_5: 0.2195151299238205 (0.20327452137882324) | > loss_0: 2.2233963012695312 (2.2120954769629004) | > grad_norm_0: tensor(20.9551, device='cuda:0') (tensor(29.0292, device='cuda:0')) | > loss_gen: 2.8029074668884277 (2.774428576598932) | > loss_kl: 1.8279099464416504 (1.7356000653019659) | > loss_feat: 7.917744159698486 (8.313137899210425) | > loss_mel: 12.654747009277344 (13.383661334897266) | > loss_duration: 1.6500146389007568 (1.6906253077365734) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.85332489013672 (27.89745322568917) | > grad_norm_1: tensor(829.1381, device='cuda:0') (tensor(639.1870, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8403 (0.8498086929321291) | > loader_time: 0.0099 (0.01065692783873758)  --> TIME: 2025-05-09 23:12:45 -- STEP: 212/725 -- GLOBAL_STEP: 184550 | > loss_disc: 2.272742509841919 (2.2125594143597573) | > loss_disc_real_0: 0.09723712503910065 (0.1384931670958705) | > loss_disc_real_1: 0.21315868198871613 (0.19384000527690043) | > loss_disc_real_2: 0.2405025064945221 (0.18912431752344344) | > loss_disc_real_3: 0.21702750027179718 (0.20541157756211623) | > loss_disc_real_4: 0.21808424592018127 (0.19737292481762062) | > loss_disc_real_5: 0.20295576751232147 (0.20408323772673334) | > loss_0: 2.272742509841919 (2.2125594143597573) | > grad_norm_0: tensor(14.8880, device='cuda:0') (tensor(29.4708, device='cuda:0')) | > loss_gen: 2.676607370376587 (2.7745684767669108) | > loss_kl: 1.6043353080749512 (1.7346558092900042) | > loss_feat: 8.273365020751953 (8.335576230624937) | > loss_mel: 12.846837043762207 (13.404089477826965) | > loss_duration: 1.6948668956756592 (1.6892712071256817) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.096010208129883 (27.93816128316915) | > grad_norm_1: tensor(512.6279, device='cuda:0') (tensor(637.2476, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.825 (0.8501698892071563) | > loader_time: 0.0099 (0.010630874138958045)  --> TIME: 2025-05-09 23:13:28 -- STEP: 262/725 -- GLOBAL_STEP: 184600 | > loss_disc: 2.378993034362793 (2.2160687014346796) | > loss_disc_real_0: 0.14653630554676056 (0.13988685954845606) | > loss_disc_real_1: 0.20395004749298096 (0.19382265073652485) | > loss_disc_real_2: 0.19616416096687317 (0.18938828709016317) | > loss_disc_real_3: 0.21394912898540497 (0.2053976480969946) | > loss_disc_real_4: 0.1942104697227478 (0.19780737451697128) | > loss_disc_real_5: 0.25558316707611084 (0.2044440059147718) | > loss_0: 2.378993034362793 (2.2160687014346796) | > grad_norm_0: tensor(16.8170, device='cuda:0') (tensor(29.6989, device='cuda:0')) | > loss_gen: 2.3552963733673096 (2.7733184781693327) | > loss_kl: 1.7341567277908325 (1.733644820351637) | > loss_feat: 6.176573753356934 (8.301553183839527) | > loss_mel: 11.497335433959961 (13.378512721025308) | > loss_duration: 1.688287377357483 (1.689799371111484) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.451650619506836 (27.876828674141688) | > grad_norm_1: tensor(309.1671, device='cuda:0') (tensor(628.3775, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8882 (0.8502324400967315) | > loader_time: 0.0101 (0.010555873390372469)  --> TIME: 2025-05-09 23:14:11 -- STEP: 312/725 -- GLOBAL_STEP: 184650 | > loss_disc: 2.2319509983062744 (2.2124763310719757) | > loss_disc_real_0: 0.13887779414653778 (0.13889589900962834) | > loss_disc_real_1: 0.20477710664272308 (0.1934167939023329) | > loss_disc_real_2: 0.2087201178073883 (0.18898758177573857) | > loss_disc_real_3: 0.2108122706413269 (0.2053176190417547) | > loss_disc_real_4: 0.18733981251716614 (0.1979203154929938) | > loss_disc_real_5: 0.22896699607372284 (0.20431658248297677) | > loss_0: 2.2319509983062744 (2.2124763310719757) | > grad_norm_0: tensor(31.9886, device='cuda:0') (tensor(29.8671, device='cuda:0')) | > loss_gen: 2.668452262878418 (2.7746865260295386) | > loss_kl: 1.7670708894729614 (1.7285741174068205) | > loss_feat: 8.041534423828125 (8.314738322526985) | > loss_mel: 12.890300750732422 (13.369147575818582) | > loss_duration: 1.6865782737731934 (1.688844756820263) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.053937911987305 (27.87599141169817) | > grad_norm_1: tensor(710.7781, device='cuda:0') (tensor(635.1606, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.852 (0.8505827799821511) | > loader_time: 0.0103 (0.010472965546143354)  --> TIME: 2025-05-09 23:14:55 -- STEP: 362/725 -- GLOBAL_STEP: 184700 | > loss_disc: 2.224076271057129 (2.2125950738869986) | > loss_disc_real_0: 0.138581782579422 (0.13866494087636158) | > loss_disc_real_1: 0.21390286087989807 (0.19371156353318225) | > loss_disc_real_2: 0.18436312675476074 (0.18864723064458172) | > loss_disc_real_3: 0.23443754017353058 (0.20524501141922255) | > loss_disc_real_4: 0.19441665709018707 (0.19775495464136592) | > loss_disc_real_5: 0.17392729222774506 (0.20460853993234054) | > loss_0: 2.224076271057129 (2.2125950738869986) | > grad_norm_0: tensor(27.9354, device='cuda:0') (tensor(29.6263, device='cuda:0')) | > loss_gen: 2.6316678524017334 (2.769401588492633) | > loss_kl: 1.8789225816726685 (1.7312002969051592) | > loss_feat: 7.972679615020752 (8.286541859747961) | > loss_mel: 12.622389793395996 (13.335765459260893) | > loss_duration: 1.634249210357666 (1.6880995341427418) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.73990821838379 (27.81100883800022) | > grad_norm_1: tensor(232.0322, device='cuda:0') (tensor(635.8817, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8372 (0.8509356626489545) | > loader_time: 0.0096 (0.010417595094080119)  --> TIME: 2025-05-09 23:15:38 -- STEP: 412/725 -- GLOBAL_STEP: 184750 | > loss_disc: 2.409062147140503 (2.2082347143622307) | > loss_disc_real_0: 0.11518003046512604 (0.13813733025589633) | > loss_disc_real_1: 0.2081197053194046 (0.1931006610393524) | > loss_disc_real_2: 0.21817848086357117 (0.18816993298750478) | > loss_disc_real_3: 0.20609836280345917 (0.20470473792367772) | > loss_disc_real_4: 0.20004980266094208 (0.19770806195955837) | > loss_disc_real_5: 0.20346711575984955 (0.20432975425303562) | > loss_0: 2.409062147140503 (2.2082347143622307) | > grad_norm_0: tensor(27.7373, device='cuda:0') (tensor(29.8424, device='cuda:0')) | > loss_gen: 2.521322011947632 (2.7743962274014393) | > loss_kl: 1.6445387601852417 (1.7339717083185622) | > loss_feat: 7.134363651275635 (8.305500198336489) | > loss_mel: 12.004013061523438 (13.345305014582518) | > loss_duration: 1.6881153583526611 (1.6883578077682013) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.992353439331055 (27.847531031636358) | > grad_norm_1: tensor(600.5339, device='cuda:0') (tensor(641.6785, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.846 (0.8510323404108436) | > loader_time: 0.0096 (0.01037299054340251)  --> TIME: 2025-05-09 23:16:21 -- STEP: 462/725 -- GLOBAL_STEP: 184800 | > loss_disc: 2.0844855308532715 (2.2089179903913947) | > loss_disc_real_0: 0.13157546520233154 (0.13888782961092466) | > loss_disc_real_1: 0.16239069402217865 (0.19280182296063475) | > loss_disc_real_2: 0.18547992408275604 (0.188314349717134) | > loss_disc_real_3: 0.23057317733764648 (0.20463065151528365) | > loss_disc_real_4: 0.2042464017868042 (0.19752702887827187) | > loss_disc_real_5: 0.1753973811864853 (0.20433203663144792) | > loss_0: 2.0844855308532715 (2.2089179903913947) | > grad_norm_0: tensor(35.4559, device='cuda:0') (tensor(29.9608, device='cuda:0')) | > loss_gen: 2.957768440246582 (2.7741908867121796) | > loss_kl: 1.5715603828430176 (1.7315632798971037) | > loss_feat: 9.377315521240234 (8.288140487877325) | > loss_mel: 15.053084373474121 (13.336073592627724) | > loss_duration: 1.7281162738800049 (1.6880786991738654) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.68784523010254 (27.818047003312543) | > grad_norm_1: tensor(859.1181, device='cuda:0') (tensor(634.1363, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.7944 (0.850703561460817) | > loader_time: 0.0101 (0.010290135036815293)  --> TIME: 2025-05-09 23:17:04 -- STEP: 512/725 -- GLOBAL_STEP: 184850 | > loss_disc: 2.0565412044525146 (2.209240873344248) | > loss_disc_real_0: 0.0718354657292366 (0.13924415300425605) | > loss_disc_real_1: 0.1799744963645935 (0.19264711017603983) | > loss_disc_real_2: 0.18225860595703125 (0.1883600312867202) | > loss_disc_real_3: 0.22509677708148956 (0.20478295924840498) | > loss_disc_real_4: 0.182610422372818 (0.19755319092655557) | > loss_disc_real_5: 0.226715087890625 (0.20432410467765294) | > loss_0: 2.0565412044525146 (2.209240873344248) | > grad_norm_0: tensor(19.2905, device='cuda:0') (tensor(30.0611, device='cuda:0')) | > loss_gen: 3.01554012298584 (2.775496659800412) | > loss_kl: 1.7608414888381958 (1.7330225550103933) | > loss_feat: 9.900466918945312 (8.2893819930032) | > loss_mel: 15.749937057495117 (13.349814608693126) | > loss_duration: 1.6399192810058594 (1.6888580643571913) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.06670379638672 (27.83657393977046) | > grad_norm_1: tensor(340.5715, device='cuda:0') (tensor(632.3546, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8498 (0.8502380927093327) | > loader_time: 0.0096 (0.010235169436782595)  --> TIME: 2025-05-09 23:17:47 -- STEP: 562/725 -- GLOBAL_STEP: 184900 | > loss_disc: 2.350003719329834 (2.209012434363795) | > loss_disc_real_0: 0.1792534738779068 (0.13914778832598088) | > loss_disc_real_1: 0.24816659092903137 (0.19260483410116605) | > loss_disc_real_2: 0.22112047672271729 (0.1884761504113038) | > loss_disc_real_3: 0.2113826423883438 (0.20479297213707112) | > loss_disc_real_4: 0.19774474203586578 (0.19763360135389818) | > loss_disc_real_5: 0.221941277384758 (0.20414977385480212) | > loss_0: 2.350003719329834 (2.209012434363795) | > grad_norm_0: tensor(36.8479, device='cuda:0') (tensor(30.1825, device='cuda:0')) | > loss_gen: 2.5439887046813965 (2.7772285861901116) | > loss_kl: 1.9744001626968384 (1.7389946238426124) | > loss_feat: 6.367524147033691 (8.30202230015684) | > loss_mel: 11.30504322052002 (13.364220015094801) | > loss_duration: 1.666353464126587 (1.6889259371893262) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.857311248779297 (27.871391523775266) | > grad_norm_1: tensor(579.8845, device='cuda:0') (tensor(631.0491, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8884 (0.8501004939401702) | > loader_time: 0.0127 (0.010207735346729642)  --> TIME: 2025-05-09 23:18:31 -- STEP: 612/725 -- GLOBAL_STEP: 184950 | > loss_disc: 2.4306604862213135 (2.2093908741972865) | > loss_disc_real_0: 0.08531304448843002 (0.13956647557419502) | > loss_disc_real_1: 0.20586377382278442 (0.19265291822794203) | > loss_disc_real_2: 0.20618432760238647 (0.18876812263738882) | > loss_disc_real_3: 0.20910534262657166 (0.20453968873016204) | > loss_disc_real_4: 0.18195576965808868 (0.1976040246488611) | > loss_disc_real_5: 0.19584718346595764 (0.20375508391389655) | > loss_0: 2.4306604862213135 (2.2093908741972865) | > grad_norm_0: tensor(20.2119, device='cuda:0') (tensor(30.2662, device='cuda:0')) | > loss_gen: 2.4691781997680664 (2.7777441050492064) | > loss_kl: 1.725651741027832 (1.7374107243578412) | > loss_feat: 7.222660064697266 (8.305979160701533) | > loss_mel: 13.573371887207031 (13.37276901450811) | > loss_duration: 1.6077510118484497 (1.6882555741889804) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.59861183166504 (27.882158653408872) | > grad_norm_1: tensor(300.7307, device='cuda:0') (tensor(630.1823, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8101 (0.8511421809009477) | > loader_time: 0.0098 (0.010156728083791297)  --> TIME: 2025-05-09 23:19:14 -- STEP: 662/725 -- GLOBAL_STEP: 185000 | > loss_disc: 2.1981310844421387 (2.208546448510226) | > loss_disc_real_0: 0.14417150616645813 (0.1393927680581718) | > loss_disc_real_1: 0.19590432941913605 (0.19271980746004871) | > loss_disc_real_2: 0.20397691428661346 (0.18858288440099297) | > loss_disc_real_3: 0.21172335743904114 (0.20437149145271855) | > loss_disc_real_4: 0.1828821897506714 (0.19754308856055808) | > loss_disc_real_5: 0.22231721878051758 (0.20421174085302288) | > loss_0: 2.1981310844421387 (2.208546448510226) | > grad_norm_0: tensor(31.3317, device='cuda:0') (tensor(29.9594, device='cuda:0')) | > loss_gen: 2.8267292976379395 (2.77725505576753) | > loss_kl: 1.6369287967681885 (1.7371557907755635) | > loss_feat: 8.400680541992188 (8.306766935705777) | > loss_mel: 13.637767791748047 (13.396798826776598) | > loss_duration: 1.7029026746749878 (1.688605901517897) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.205007553100586 (27.906582593197548) | > grad_norm_1: tensor(751.0875, device='cuda:0') (tensor(625.9086, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.862 (0.8508114342963228) | > loader_time: 0.0098 (0.01014292960440644) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_185000.pth  --> TIME: 2025-05-09 23:20:00 -- STEP: 712/725 -- GLOBAL_STEP: 185050 | > loss_disc: 2.2508530616760254 (2.210015737776013) | > loss_disc_real_0: 0.12791447341442108 (0.13984631373431908) | > loss_disc_real_1: 0.1943586766719818 (0.19285570694070853) | > loss_disc_real_2: 0.1977568417787552 (0.18881493181073933) | > loss_disc_real_3: 0.22100627422332764 (0.20432447501866347) | > loss_disc_real_4: 0.1955959051847458 (0.1974894777568203) | > loss_disc_real_5: 0.1962715983390808 (0.20425138195578962) | > loss_0: 2.2508530616760254 (2.210015737776013) | > grad_norm_0: tensor(25.8131, device='cuda:0') (tensor(29.8827, device='cuda:0')) | > loss_gen: 2.60388445854187 (2.7738233248839217) | > loss_kl: 1.636185884475708 (1.7357536502433621) | > loss_feat: 7.48431921005249 (8.291761483369246) | > loss_mel: 13.221957206726074 (13.388546777575199) | > loss_duration: 1.6894936561584473 (1.6883750380424971) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.635839462280273 (27.87826035531719) | > grad_norm_1: tensor(655.9898, device='cuda:0') (tensor(621.4288, device='cuda:0')) | > current_lr_0: 0.00019528125919907757 | > current_lr_1: 0.00019528125919907757 | > step_time: 0.8351 (0.8509205867735188) | > loader_time: 0.0096 (0.010117855299724617)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.120305061340332 (2.120305061340332) | > loss_disc_real_0: 0.09435755759477615 (0.09435755759477615) | > loss_disc_real_1: 0.19853802025318146 (0.19853802025318146) | > loss_disc_real_2: 0.17214663326740265 (0.17214663326740265) | > loss_disc_real_3: 0.2136368751525879 (0.2136368751525879) | > loss_disc_real_4: 0.21726901829242706 (0.21726901829242706) | > loss_disc_real_5: 0.21765300631523132 (0.21765300631523132) | > loss_0: 2.120305061340332 (2.120305061340332) | > loss_gen: 2.7412281036376953 (2.7412281036376953) | > loss_kl: 2.0902652740478516 (2.0902652740478516) | > loss_feat: 9.636061668395996 (9.636061668395996) | > loss_mel: 15.053897857666016 (15.053897857666016) | > loss_duration: 1.688337802886963 (1.688337802886963) | > loss_1: 31.209789276123047 (31.209789276123047)  --> STEP: 1 | > loss_disc: 2.1547913551330566 (2.1547913551330566) | > loss_disc_real_0: 0.09454575181007385 (0.09454575181007385) | > loss_disc_real_1: 0.2145218551158905 (0.2145218551158905) | > loss_disc_real_2: 0.18124262988567352 (0.18124262988567352) | > loss_disc_real_3: 0.21730220317840576 (0.21730220317840576) | > loss_disc_real_4: 0.22365574538707733 (0.22365574538707733) | > loss_disc_real_5: 0.23415184020996094 (0.23415184020996094) | > loss_0: 2.1547913551330566 (2.1547913551330566) | > loss_gen: 2.779611349105835 (2.779611349105835) | > loss_kl: 1.9299025535583496 (1.9299025535583496) | > loss_feat: 8.875700950622559 (8.875700950622559) | > loss_mel: 15.098348617553711 (15.098348617553711) | > loss_duration: 1.7706447839736938 (1.7706447839736938) | > loss_1: 30.454208374023438 (30.454208374023438)  --> STEP: 2 | > loss_disc: 2.1543259620666504 (2.1545586585998535) | > loss_disc_real_0: 0.11512535065412521 (0.10483555123209953) | > loss_disc_real_1: 0.19115978479385376 (0.20284081995487213) | > loss_disc_real_2: 0.1687593311071396 (0.17500098049640656) | > loss_disc_real_3: 0.20819619297981262 (0.2127491980791092) | > loss_disc_real_4: 0.20077671110630035 (0.21221622824668884) | > loss_disc_real_5: 0.2097950130701065 (0.22197342664003372) | > loss_0: 2.1543259620666504 (2.1545586585998535) | > loss_gen: 2.6133813858032227 (2.696496367454529) | > loss_kl: 1.8983628749847412 (1.9141327142715454) | > loss_feat: 8.291637420654297 (8.583669185638428) | > loss_mel: 14.336031913757324 (14.717190265655518) | > loss_duration: 1.8334970474243164 (1.8020709156990051) | > loss_1: 28.97290802001953 (29.713558197021484)  --> STEP: 3 | > loss_disc: 2.369433641433716 (2.2261836528778076) | > loss_disc_real_0: 0.14914461970329285 (0.1196052407224973) | > loss_disc_real_1: 0.23559966683387756 (0.21376043558120728) | > loss_disc_real_2: 0.1962624043226242 (0.18208812177181244) | > loss_disc_real_3: 0.23966120183467865 (0.22171986599763235) | > loss_disc_real_4: 0.2322547882795334 (0.21889574825763702) | > loss_disc_real_5: 0.2555811107158661 (0.2331759879986445) | > loss_0: 2.369433641433716 (2.2261836528778076) | > loss_gen: 2.5571835041046143 (2.6500587463378906) | > loss_kl: 1.7868019342422485 (1.8716891209284465) | > loss_feat: 6.948490619659424 (8.038609663645426) | > loss_mel: 12.543742179870605 (13.99270757039388) | > loss_duration: 1.810810923576355 (1.8049842516581218) | > loss_1: 25.64702796936035 (28.35804812113444)  --> STEP: 4 | > loss_disc: 2.2308340072631836 (2.2273462414741516) | > loss_disc_real_0: 0.11181183904409409 (0.1176568903028965) | > loss_disc_real_1: 0.1830969899892807 (0.20609457418322563) | > loss_disc_real_2: 0.17741936445236206 (0.18092093244194984) | > loss_disc_real_3: 0.22709570825099945 (0.22306382656097412) | > loss_disc_real_4: 0.2360757291316986 (0.22319074347615242) | > loss_disc_real_5: 0.22455133497714996 (0.23101982474327087) | > loss_0: 2.2308340072631836 (2.2273462414741516) | > loss_gen: 2.607637405395508 (2.639453411102295) | > loss_kl: 2.071014881134033 (1.9215205609798431) | > loss_feat: 8.758781433105469 (8.218652606010437) | > loss_mel: 14.106534004211426 (14.021164178848267) | > loss_duration: 1.7613933086395264 (1.794086515903473) | > loss_1: 29.30535888671875 (28.594875812530518) --> EVAL PERFORMANCE | > avg_loader_time: 0.28059810400009155 (-0.004510641098022461) | > avg_loss_disc: 2.2273462414741516 (+0.04079478979110718) | > avg_loss_disc_real_0: 0.1176568903028965 (+0.011851321905851364) | > avg_loss_disc_real_1: 0.20609457418322563 (+0.03559082746505737) | > avg_loss_disc_real_2: 0.18092093244194984 (+0.000632159411907196) | > avg_loss_disc_real_3: 0.22306382656097412 (+0.031181350350379944) | > avg_loss_disc_real_4: 0.22319074347615242 (+0.04648536071181297) | > avg_loss_disc_real_5: 0.23101982474327087 (+0.028931908309459686) | > avg_loss_0: 2.2273462414741516 (+0.04079478979110718) | > avg_loss_gen: 2.639453411102295 (+0.24636530876159668) | > avg_loss_kl: 1.9215205609798431 (-0.026561707258224487) | > avg_loss_feat: 8.218652606010437 (-0.290685772895813) | > avg_loss_mel: 14.021164178848267 (-0.4455070495605469) | > avg_loss_duration: 1.794086515903473 (+0.0007485151290893555) | > avg_loss_1: 28.594875812530518 (-0.5156412124633789)  > EPOCH: 192/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 23:20:17)   --> TIME: 2025-05-09 23:20:51 -- STEP: 37/725 -- GLOBAL_STEP: 185100 | > loss_disc: 2.178309440612793 (2.2413243023124907) | > loss_disc_real_0: 0.11069072037935257 (0.1398584647355853) | > loss_disc_real_1: 0.17685207724571228 (0.19822453767866702) | > loss_disc_real_2: 0.15003490447998047 (0.19024081246272936) | > loss_disc_real_3: 0.17387966811656952 (0.20712921224735878) | > loss_disc_real_4: 0.1853969246149063 (0.2010884325246553) | > loss_disc_real_5: 0.1758657693862915 (0.2078998298258395) | > loss_0: 2.178309440612793 (2.2413243023124907) | > grad_norm_0: tensor(14.3911, device='cuda:0') (tensor(27.1000, device='cuda:0')) | > loss_gen: 2.828279733657837 (2.6972909746943294) | > loss_kl: 1.5721070766448975 (1.7285408522631671) | > loss_feat: 8.814427375793457 (7.833662071743527) | > loss_mel: 13.583725929260254 (12.769280974929398) | > loss_duration: 1.688302755355835 (1.6854458757348962) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.48684310913086 (26.714220871796478) | > grad_norm_1: tensor(630.8097, device='cuda:0') (tensor(628.6801, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8706 (0.8527737372630352) | > loader_time: 0.0098 (0.010487285820213525)  --> TIME: 2025-05-09 23:21:35 -- STEP: 87/725 -- GLOBAL_STEP: 185150 | > loss_disc: 2.3141415119171143 (2.238335587512488) | > loss_disc_real_0: 0.15126793086528778 (0.14867136224933053) | > loss_disc_real_1: 0.20028437674045563 (0.19526437387384218) | > loss_disc_real_2: 0.22755657136440277 (0.1892437856087739) | > loss_disc_real_3: 0.18580251932144165 (0.20561091173654322) | > loss_disc_real_4: 0.22941608726978302 (0.19899405590419111) | > loss_disc_real_5: 0.19184327125549316 (0.20582249092644664) | > loss_0: 2.3141415119171143 (2.238335587512488) | > grad_norm_0: tensor(24.6223, device='cuda:0') (tensor(29.3342, device='cuda:0')) | > loss_gen: 2.628926992416382 (2.7287642599522393) | > loss_kl: 1.7388367652893066 (1.7431549135295825) | > loss_feat: 6.556257247924805 (8.005833022895896) | > loss_mel: 11.746872901916504 (13.072605735954197) | > loss_duration: 1.6453052759170532 (1.6874289964807445) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.316198348999023 (27.237786939774438) | > grad_norm_1: tensor(546.5165, device='cuda:0') (tensor(569.0503, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.816 (0.8531318642627232) | > loader_time: 0.0129 (0.010302913600000841)  --> TIME: 2025-05-09 23:22:18 -- STEP: 137/725 -- GLOBAL_STEP: 185200 | > loss_disc: 2.0381851196289062 (2.223868650241491) | > loss_disc_real_0: 0.09902918338775635 (0.14380588763169122) | > loss_disc_real_1: 0.20515687763690948 (0.19467085686913374) | > loss_disc_real_2: 0.18375039100646973 (0.18873641079794748) | > loss_disc_real_3: 0.1923210620880127 (0.2054013492417162) | > loss_disc_real_4: 0.19561362266540527 (0.19831321665840426) | > loss_disc_real_5: 0.20051303505897522 (0.20653473417254262) | > loss_0: 2.0381851196289062 (2.223868650241491) | > grad_norm_0: tensor(24.4483, device='cuda:0') (tensor(28.5392, device='cuda:0')) | > loss_gen: 2.990464210510254 (2.7453009768994194) | > loss_kl: 1.8104538917541504 (1.7455583471451364) | > loss_feat: 9.296963691711426 (8.157536162077076) | > loss_mel: 13.582573890686035 (13.210341216873948) | > loss_duration: 1.6866354942321777 (1.6894505250192906) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.367090225219727 (27.548187255859375) | > grad_norm_1: tensor(658.1782, device='cuda:0') (tensor(594.6414, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8201 (0.8550131338356184) | > loader_time: 0.0109 (0.010215014436819254)  --> TIME: 2025-05-09 23:23:01 -- STEP: 187/725 -- GLOBAL_STEP: 185250 | > loss_disc: 2.2555160522460938 (2.2266585686627534) | > loss_disc_real_0: 0.14312714338302612 (0.14431390078628756) | > loss_disc_real_1: 0.22688338160514832 (0.19451077465705063) | > loss_disc_real_2: 0.2044045478105545 (0.18933199202631876) | > loss_disc_real_3: 0.1999054253101349 (0.2052823332223026) | > loss_disc_real_4: 0.17653700709342957 (0.19847220716310698) | > loss_disc_real_5: 0.1790044903755188 (0.20644398137209888) | > loss_0: 2.2555160522460938 (2.2266585686627534) | > grad_norm_0: tensor(35.0145, device='cuda:0') (tensor(28.8417, device='cuda:0')) | > loss_gen: 2.6033341884613037 (2.7490251115299156) | > loss_kl: 1.7363886833190918 (1.7396855966292601) | > loss_feat: 7.756266117095947 (8.164310567519246) | > loss_mel: 12.856678009033203 (13.227328871660692) | > loss_duration: 1.7086673974990845 (1.690471182532489) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.661334991455078 (27.570821343896224) | > grad_norm_1: tensor(418.2886, device='cuda:0') (tensor(592.7455, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8513 (0.8525868354634167) | > loader_time: 0.01 (0.010169253629796636)  --> TIME: 2025-05-09 23:23:45 -- STEP: 237/725 -- GLOBAL_STEP: 185300 | > loss_disc: 2.0209803581237793 (2.2294487259055984) | > loss_disc_real_0: 0.0892367884516716 (0.1440250536560508) | > loss_disc_real_1: 0.21400010585784912 (0.19507819558749226) | > loss_disc_real_2: 0.17646045982837677 (0.18964157432694972) | > loss_disc_real_3: 0.19077211618423462 (0.20546924935866012) | > loss_disc_real_4: 0.17503097653388977 (0.19867223243421647) | > loss_disc_real_5: 0.1872881054878235 (0.20694060862567354) | > loss_0: 2.0209803581237793 (2.2294487259055984) | > grad_norm_0: tensor(25.0040, device='cuda:0') (tensor(28.6592, device='cuda:0')) | > loss_gen: 3.088118076324463 (2.743570120525762) | > loss_kl: 1.86394202709198 (1.7425191829979167) | > loss_feat: 8.883735656738281 (8.146954276893716) | > loss_mel: 15.393802642822266 (13.223168489802235) | > loss_duration: 1.688190221786499 (1.6901733538269494) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.917787551879883 (27.54638538280117) | > grad_norm_1: tensor(582.9901, device='cuda:0') (tensor(598.4465, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.809 (0.8525868598921893) | > loader_time: 0.0093 (0.01014090087343368)  --> TIME: 2025-05-09 23:24:27 -- STEP: 287/725 -- GLOBAL_STEP: 185350 | > loss_disc: 2.231520652770996 (2.2270051834890645) | > loss_disc_real_0: 0.1611703485250473 (0.14286989100822584) | > loss_disc_real_1: 0.1955370008945465 (0.19476453155175327) | > loss_disc_real_2: 0.16065949201583862 (0.1893576191485135) | > loss_disc_real_3: 0.19682614505290985 (0.2052404269939516) | > loss_disc_real_4: 0.17538301646709442 (0.19872078112608876) | > loss_disc_real_5: 0.23578988015651703 (0.20743929431205843) | > loss_0: 2.231520652770996 (2.2270051834890645) | > grad_norm_0: tensor(49.1194, device='cuda:0') (tensor(28.8447, device='cuda:0')) | > loss_gen: 2.6910977363586426 (2.745669752047867) | > loss_kl: 1.6198714971542358 (1.7381365166308576) | > loss_feat: 8.015120506286621 (8.15612378436099) | > loss_mel: 12.586247444152832 (13.235627822344311) | > loss_duration: 1.7071751356124878 (1.69035924519396) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.619510650634766 (27.56591706491929) | > grad_norm_1: tensor(745.0128, device='cuda:0') (tensor(610.1233, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8143 (0.8509936739758746) | > loader_time: 0.0097 (0.010084030104846485)  --> TIME: 2025-05-09 23:25:11 -- STEP: 337/725 -- GLOBAL_STEP: 185400 | > loss_disc: 2.1214475631713867 (2.2237525743263746) | > loss_disc_real_0: 0.13708706200122833 (0.14259125418319904) | > loss_disc_real_1: 0.17497014999389648 (0.19468001853287759) | > loss_disc_real_2: 0.16977043449878693 (0.18894670076823022) | > loss_disc_real_3: 0.21611036360263824 (0.20502536065146906) | > loss_disc_real_4: 0.17918239533901215 (0.19850162025375245) | > loss_disc_real_5: 0.22650913894176483 (0.2068007306281466) | > loss_0: 2.1214475631713867 (2.2237525743263746) | > grad_norm_0: tensor(40.8026, device='cuda:0') (tensor(29.4518, device='cuda:0')) | > loss_gen: 2.8487396240234375 (2.7516332125451504) | > loss_kl: 1.7094142436981201 (1.73633344024862) | > loss_feat: 9.34032917022705 (8.178928487024965) | > loss_mel: 14.920619010925293 (13.242654647600757) | > loss_duration: 1.6716253757476807 (1.6893732331980584) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.4907283782959 (27.598922944564144) | > grad_norm_1: tensor(733.9086, device='cuda:0') (tensor(607.3526, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8729 (0.8509270493991296) | > loader_time: 0.0112 (0.010079547983956268)  --> TIME: 2025-05-09 23:25:54 -- STEP: 387/725 -- GLOBAL_STEP: 185450 | > loss_disc: 2.270941734313965 (2.223574107315495) | > loss_disc_real_0: 0.15920273959636688 (0.14257503062178625) | > loss_disc_real_1: 0.2089354246854782 (0.19471299528921612) | > loss_disc_real_2: 0.19111600518226624 (0.188742289131926) | > loss_disc_real_3: 0.23075543344020844 (0.2053579283392091) | > loss_disc_real_4: 0.1937783807516098 (0.19831844798508225) | > loss_disc_real_5: 0.20400238037109375 (0.20638267372467722) | > loss_0: 2.270941734313965 (2.223574107315495) | > grad_norm_0: tensor(24.1767, device='cuda:0') (tensor(29.4088, device='cuda:0')) | > loss_gen: 2.752246379852295 (2.7547585871792566) | > loss_kl: 1.6297283172607422 (1.7383926302887676) | > loss_feat: 7.817841529846191 (8.198468597668404) | > loss_mel: 12.997034072875977 (13.279660848376055) | > loss_duration: 1.753354787826538 (1.6894829507329976) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.950204849243164 (27.660763536004755) | > grad_norm_1: tensor(523.9324, device='cuda:0') (tensor(604.9977, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.838 (0.8508399925182647) | > loader_time: 0.0096 (0.010072930530676235)  --> TIME: 2025-05-09 23:26:37 -- STEP: 437/725 -- GLOBAL_STEP: 185500 | > loss_disc: 2.10614013671875 (2.2220224984996095) | > loss_disc_real_0: 0.10805167257785797 (0.14192769313295064) | > loss_disc_real_1: 0.170305535197258 (0.1944494570351848) | > loss_disc_real_2: 0.18345755338668823 (0.18904217450242294) | > loss_disc_real_3: 0.19744962453842163 (0.20530930209214412) | > loss_disc_real_4: 0.2001560926437378 (0.1984816054798645) | > loss_disc_real_5: 0.22265179455280304 (0.20632333852333662) | > loss_0: 2.10614013671875 (2.2220224984996095) | > grad_norm_0: tensor(15.9943, device='cuda:0') (tensor(29.1742, device='cuda:0')) | > loss_gen: 2.8143606185913086 (2.754776383973913) | > loss_kl: 1.8252519369125366 (1.7333590588798788) | > loss_feat: 8.236510276794434 (8.195157302053362) | > loss_mel: 13.345662117004395 (13.274089695387083) | > loss_duration: 1.6509679555892944 (1.6889466140035634) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.87275505065918 (27.646328993738383) | > grad_norm_1: tensor(494.6520, device='cuda:0') (tensor(609.1160, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8852 (0.8513610717633767) | > loader_time: 0.0094 (0.010065472644308338)  --> TIME: 2025-05-09 23:27:21 -- STEP: 487/725 -- GLOBAL_STEP: 185550 | > loss_disc: 2.2659430503845215 (2.219422861535934) | > loss_disc_real_0: 0.13070015609264374 (0.14177771215566154) | > loss_disc_real_1: 0.17617341876029968 (0.19407704943748966) | > loss_disc_real_2: 0.1913551688194275 (0.18895482138808992) | > loss_disc_real_3: 0.23496420681476593 (0.20501315000120868) | > loss_disc_real_4: 0.16879570484161377 (0.19805985640206616) | > loss_disc_real_5: 0.21022441983222961 (0.2062552572214628) | > loss_0: 2.2659430503845215 (2.219422861535934) | > grad_norm_0: tensor(28.3100, device='cuda:0') (tensor(29.3066, device='cuda:0')) | > loss_gen: 2.5699682235717773 (2.7562549765349895) | > loss_kl: 1.7356560230255127 (1.7347956477249429) | > loss_feat: 7.296058654785156 (8.19947808772877) | > loss_mel: 11.8743896484375 (13.270773850427272) | > loss_duration: 1.6637279987335205 (1.6893429974021363) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.139802932739258 (27.65064550082542) | > grad_norm_1: tensor(686.4801, device='cuda:0') (tensor(612.7558, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8106 (0.8509358268009318) | > loader_time: 0.0092 (0.010052017117917415)  --> TIME: 2025-05-09 23:28:04 -- STEP: 537/725 -- GLOBAL_STEP: 185600 | > loss_disc: 2.1602556705474854 (2.217714898191127) | > loss_disc_real_0: 0.10477614402770996 (0.14122679306530664) | > loss_disc_real_1: 0.20970194041728973 (0.19400845060135405) | > loss_disc_real_2: 0.18928886950016022 (0.1888355937971971) | > loss_disc_real_3: 0.20492872595787048 (0.20499350455220186) | > loss_disc_real_4: 0.22659839689731598 (0.19815207751436598) | > loss_disc_real_5: 0.24127158522605896 (0.2059747796762367) | > loss_0: 2.1602556705474854 (2.217714898191127) | > grad_norm_0: tensor(15.4312, device='cuda:0') (tensor(29.3121, device='cuda:0')) | > loss_gen: 2.803088665008545 (2.76052654477693) | > loss_kl: 1.7486903667449951 (1.7377339048758564) | > loss_feat: 9.036491394042969 (8.217411052803318) | > loss_mel: 13.541404724121094 (13.291580051017206) | > loss_duration: 1.7046048641204834 (1.6898549171355406) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.83428192138672 (27.697106409339277) | > grad_norm_1: tensor(671.8472, device='cuda:0') (tensor(614.6845, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8251 (0.8504323999309007) | > loader_time: 0.0099 (0.010024028117430278)  --> TIME: 2025-05-09 23:28:46 -- STEP: 587/725 -- GLOBAL_STEP: 185650 | > loss_disc: 2.1686766147613525 (2.2177407682652763) | > loss_disc_real_0: 0.10153238475322723 (0.1410246884777155) | > loss_disc_real_1: 0.21711547672748566 (0.19402509392120157) | > loss_disc_real_2: 0.18165190517902374 (0.1886305719410947) | > loss_disc_real_3: 0.22212710976600647 (0.20506699619341956) | > loss_disc_real_4: 0.19281616806983948 (0.19804074517506753) | > loss_disc_real_5: 0.21067965030670166 (0.2059274220639234) | > loss_0: 2.1686766147613525 (2.2177407682652763) | > grad_norm_0: tensor(18.3471, device='cuda:0') (tensor(29.1868, device='cuda:0')) | > loss_gen: 2.946058750152588 (2.7596625737477796) | > loss_kl: 1.7282520532608032 (1.740511913315807) | > loss_feat: 7.773038864135742 (8.215672334576796) | > loss_mel: 13.144640922546387 (13.288559704054354) | > loss_duration: 1.674379587173462 (1.6893375370733992) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.266368865966797 (27.693744009560596) | > grad_norm_1: tensor(660.2286, device='cuda:0') (tensor(615.0516, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8445 (0.8497950693614642) | > loader_time: 0.0093 (0.009984254024707078)  --> TIME: 2025-05-09 23:29:30 -- STEP: 637/725 -- GLOBAL_STEP: 185700 | > loss_disc: 2.055765390396118 (2.215506796747024) | > loss_disc_real_0: 0.1605718582868576 (0.1406488963161573) | > loss_disc_real_1: 0.14927056431770325 (0.19368488602398706) | > loss_disc_real_2: 0.1549224704504013 (0.18852045376502924) | > loss_disc_real_3: 0.2115442454814911 (0.20521423063903252) | > loss_disc_real_4: 0.2001110017299652 (0.19793249498263257) | > loss_disc_real_5: 0.23556089401245117 (0.20577734348538157) | > loss_0: 2.055765390396118 (2.215506796747024) | > grad_norm_0: tensor(48.4089, device='cuda:0') (tensor(29.3861, device='cuda:0')) | > loss_gen: 3.098270893096924 (2.7627821268054724) | > loss_kl: 1.7730518579483032 (1.7406833619113242) | > loss_feat: 9.592576026916504 (8.223988661024979) | > loss_mel: 14.186234474182129 (13.292148096033687) | > loss_duration: 1.6668622493743896 (1.688968511540999) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.31699562072754 (27.708570713899586) | > grad_norm_1: tensor(677.0868, device='cuda:0') (tensor(620.7565, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8377 (0.8498711799340121) | > loader_time: 0.0097 (0.009958225666447378)  --> TIME: 2025-05-09 23:30:12 -- STEP: 687/725 -- GLOBAL_STEP: 185750 | > loss_disc: 2.133753776550293 (2.2156911463716655) | > loss_disc_real_0: 0.1403043568134308 (0.14070803723047248) | > loss_disc_real_1: 0.18418912589550018 (0.1936364900510558) | > loss_disc_real_2: 0.1717303991317749 (0.18863618356518697) | > loss_disc_real_3: 0.20074398815631866 (0.20522001242533522) | > loss_disc_real_4: 0.15060241520404816 (0.1979245282763824) | > loss_disc_real_5: 0.20514412224292755 (0.2056727476602385) | > loss_0: 2.133753776550293 (2.2156911463716655) | > grad_norm_0: tensor(35.0987, device='cuda:0') (tensor(29.5862, device='cuda:0')) | > loss_gen: 2.8679094314575195 (2.7635922664464654) | > loss_kl: 1.7471715211868286 (1.7430366395689338) | > loss_feat: 8.619301795959473 (8.22797322655003) | > loss_mel: 13.461259841918945 (13.302604111695041) | > loss_duration: 1.6874871253967285 (1.68881923593635) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.383127212524414 (27.726025427272756) | > grad_norm_1: tensor(807.1183, device='cuda:0') (tensor(623.2294, device='cuda:0')) | > current_lr_0: 0.00019525684904167766 | > current_lr_1: 0.00019525684904167766 | > step_time: 0.8719 (0.8494194893510755) | > loader_time: 0.0098 (0.009941567500085293)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.125281810760498 (2.125281810760498) | > loss_disc_real_0: 0.13848011195659637 (0.13848011195659637) | > loss_disc_real_1: 0.16623207926750183 (0.16623207926750183) | > loss_disc_real_2: 0.2173125296831131 (0.2173125296831131) | > loss_disc_real_3: 0.1990891396999359 (0.1990891396999359) | > loss_disc_real_4: 0.20087012648582458 (0.20087012648582458) | > loss_disc_real_5: 0.21582601964473724 (0.21582601964473724) | > loss_0: 2.125281810760498 (2.125281810760498) | > loss_gen: 2.89908766746521 (2.89908766746521) | > loss_kl: 2.1201822757720947 (2.1201822757720947) | > loss_feat: 9.070572853088379 (9.070572853088379) | > loss_mel: 14.697396278381348 (14.697396278381348) | > loss_duration: 1.6742490530014038 (1.6742490530014038) | > loss_1: 30.461488723754883 (30.461488723754883)  --> STEP: 1 | > loss_disc: 2.1091208457946777 (2.1091208457946777) | > loss_disc_real_0: 0.10983530431985855 (0.10983530431985855) | > loss_disc_real_1: 0.1696617752313614 (0.1696617752313614) | > loss_disc_real_2: 0.21388722956180573 (0.21388722956180573) | > loss_disc_real_3: 0.19975358247756958 (0.19975358247756958) | > loss_disc_real_4: 0.20526646077632904 (0.20526646077632904) | > loss_disc_real_5: 0.2053738236427307 (0.2053738236427307) | > loss_0: 2.1091208457946777 (2.1091208457946777) | > loss_gen: 2.92616605758667 (2.92616605758667) | > loss_kl: 1.9774945974349976 (1.9774945974349976) | > loss_feat: 9.277015686035156 (9.277015686035156) | > loss_mel: 14.524857521057129 (14.524857521057129) | > loss_duration: 1.7663111686706543 (1.7663111686706543) | > loss_1: 30.471845626831055 (30.471845626831055)  --> STEP: 2 | > loss_disc: 2.0597143173217773 (2.0844175815582275) | > loss_disc_real_0: 0.12620513141155243 (0.11802021786570549) | > loss_disc_real_1: 0.15077681839466095 (0.16021929681301117) | > loss_disc_real_2: 0.20906244218349457 (0.21147483587265015) | > loss_disc_real_3: 0.19216832518577576 (0.19596095383167267) | > loss_disc_real_4: 0.21025808155536652 (0.20776227116584778) | > loss_disc_real_5: 0.21910004317760468 (0.2122369334101677) | > loss_0: 2.0597143173217773 (2.0844175815582275) | > loss_gen: 2.977191209793091 (2.9516786336898804) | > loss_kl: 1.9698913097381592 (1.9736929535865784) | > loss_feat: 8.880890846252441 (9.078953266143799) | > loss_mel: 14.129768371582031 (14.32731294631958) | > loss_duration: 1.844281554222107 (1.8052963614463806) | > loss_1: 29.802024841308594 (30.136935234069824)  --> STEP: 3 | > loss_disc: 2.111254930496216 (2.093363364537557) | > loss_disc_real_0: 0.13434557616710663 (0.12346200396617253) | > loss_disc_real_1: 0.18141840398311615 (0.16728566586971283) | > loss_disc_real_2: 0.218235045671463 (0.2137282391389211) | > loss_disc_real_3: 0.2109653502702713 (0.20096241931120554) | > loss_disc_real_4: 0.2003227025270462 (0.2052824149529139) | > loss_disc_real_5: 0.20678509771823883 (0.2104196548461914) | > loss_0: 2.111254930496216 (2.093363364537557) | > loss_gen: 2.9345967769622803 (2.945984681447347) | > loss_kl: 1.896238088607788 (1.947874665260315) | > loss_feat: 8.484593391418457 (8.880833307902018) | > loss_mel: 14.472050666809082 (14.375558853149414) | > loss_duration: 1.7790546417236328 (1.796549121538798) | > loss_1: 29.5665340423584 (29.946801503499348)  --> STEP: 4 | > loss_disc: 1.9644488096237183 (2.0611347258090973) | > loss_disc_real_0: 0.10241476446390152 (0.11820019409060478) | > loss_disc_real_1: 0.15520021319389343 (0.16426430270075798) | > loss_disc_real_2: 0.2247304618358612 (0.21647879481315613) | > loss_disc_real_3: 0.20750394463539124 (0.20259780064225197) | > loss_disc_real_4: 0.1888190358877182 (0.201166570186615) | > loss_disc_real_5: 0.2297806590795517 (0.21525990590453148) | > loss_0: 1.9644488096237183 (2.0611347258090973) | > loss_gen: 3.1537086963653564 (2.9979156851768494) | > loss_kl: 1.9861024618148804 (1.9574316143989563) | > loss_feat: 9.838172912597656 (9.120168209075928) | > loss_mel: 16.11661148071289 (14.810822010040283) | > loss_duration: 1.7364840507507324 (1.7815328538417816) | > loss_1: 32.83108139038086 (30.667871475219727) --> EVAL PERFORMANCE | > avg_loader_time: 0.28543514013290405 (+0.0048370361328125) | > avg_loss_disc: 2.0611347258090973 (-0.16621151566505432) | > avg_loss_disc_real_0: 0.11820019409060478 (+0.0005433037877082825) | > avg_loss_disc_real_1: 0.16426430270075798 (-0.04183027148246765) | > avg_loss_disc_real_2: 0.21647879481315613 (+0.035557862371206284) | > avg_loss_disc_real_3: 0.20259780064225197 (-0.020466025918722153) | > avg_loss_disc_real_4: 0.201166570186615 (-0.02202417328953743) | > avg_loss_disc_real_5: 0.21525990590453148 (-0.015759918838739395) | > avg_loss_0: 2.0611347258090973 (-0.16621151566505432) | > avg_loss_gen: 2.9979156851768494 (+0.35846227407455444) | > avg_loss_kl: 1.9574316143989563 (+0.03591105341911316) | > avg_loss_feat: 9.120168209075928 (+0.9015156030654907) | > avg_loss_mel: 14.810822010040283 (+0.7896578311920166) | > avg_loss_duration: 1.7815328538417816 (-0.012553662061691284) | > avg_loss_1: 30.667871475219727 (+2.072995662689209)  > EPOCH: 193/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 23:30:52)   --> TIME: 2025-05-09 23:31:04 -- STEP: 12/725 -- GLOBAL_STEP: 185800 | > loss_disc: 2.198141098022461 (2.256735543409983) | > loss_disc_real_0: 0.09069042652845383 (0.1411261036992073) | > loss_disc_real_1: 0.20273452997207642 (0.19904110580682755) | > loss_disc_real_2: 0.2008376121520996 (0.1928298237423102) | > loss_disc_real_3: 0.2023620307445526 (0.20595628147323927) | > loss_disc_real_4: 0.16087867319583893 (0.20209829385081926) | > loss_disc_real_5: 0.1413084864616394 (0.20164131621519724) | > loss_0: 2.198141098022461 (2.256735543409983) | > grad_norm_0: tensor(28.2944, device='cuda:0') (tensor(31.8247, device='cuda:0')) | > loss_gen: 2.828493118286133 (2.7352784276008606) | > loss_kl: 1.803525447845459 (1.7311002413431804) | > loss_feat: 9.236797332763672 (8.071976820627848) | > loss_mel: 13.731807708740234 (13.230960528055826) | > loss_duration: 1.7176188230514526 (1.6861114104588826) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.3182430267334 (27.455427328745525) | > grad_norm_1: tensor(819.7336, device='cuda:0') (tensor(634.7338, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8509 (0.8378658095995585) | > loader_time: 0.0092 (0.010751922925313314)  --> TIME: 2025-05-09 23:31:48 -- STEP: 62/725 -- GLOBAL_STEP: 185850 | > loss_disc: 2.2348885536193848 (2.214787221723987) | > loss_disc_real_0: 0.13194024562835693 (0.13856564017553483) | > loss_disc_real_1: 0.18971164524555206 (0.1936533249193622) | > loss_disc_real_2: 0.18129025399684906 (0.18693588577931927) | > loss_disc_real_3: 0.20684708654880524 (0.20640890132034975) | > loss_disc_real_4: 0.22827422618865967 (0.20103020341165603) | > loss_disc_real_5: 0.17801342904567719 (0.20251396274374378) | > loss_0: 2.2348885536193848 (2.214787221723987) | > grad_norm_0: tensor(39.6428, device='cuda:0') (tensor(31.2163, device='cuda:0')) | > loss_gen: 2.7242960929870605 (2.7703573165401334) | > loss_kl: 1.678635835647583 (1.7034155188068267) | > loss_feat: 8.521121978759766 (8.326581001281738) | > loss_mel: 13.96701717376709 (13.459962475684382) | > loss_duration: 1.7352392673492432 (1.6817504475193639) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.626310348510742 (27.942066930955455) | > grad_norm_1: tensor(866.0331, device='cuda:0') (tensor(659.5630, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8585 (0.8523534036451771) | > loader_time: 0.01 (0.010822911416330648)  --> TIME: 2025-05-09 23:32:31 -- STEP: 112/725 -- GLOBAL_STEP: 185900 | > loss_disc: 2.2695624828338623 (2.210428069744791) | > loss_disc_real_0: 0.16477131843566895 (0.13810350686045628) | > loss_disc_real_1: 0.210390105843544 (0.1930301828043802) | > loss_disc_real_2: 0.19379664957523346 (0.18666272025023195) | > loss_disc_real_3: 0.2002130001783371 (0.20593346522322717) | > loss_disc_real_4: 0.19704397022724152 (0.19990428257733583) | > loss_disc_real_5: 0.2153526246547699 (0.20325191132724285) | > loss_0: 2.2695624828338623 (2.210428069744791) | > grad_norm_0: tensor(32.4594, device='cuda:0') (tensor(32.0494, device='cuda:0')) | > loss_gen: 2.687864303588867 (2.7779340680156435) | > loss_kl: 1.6278430223464966 (1.7246360023106848) | > loss_feat: 7.807955741882324 (8.32134445650237) | > loss_mel: 12.52132797241211 (13.41315860407693) | > loss_duration: 1.697368860244751 (1.687914574784892) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.34235954284668 (27.924987775938853) | > grad_norm_1: tensor(986.7911, device='cuda:0') (tensor(668.3338, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8308 (0.8509403084005628) | > loader_time: 0.0096 (0.010599285364151004)  --> TIME: 2025-05-09 23:33:14 -- STEP: 162/725 -- GLOBAL_STEP: 185950 | > loss_disc: 2.261640787124634 (2.20596006328677) | > loss_disc_real_0: 0.1511722207069397 (0.13723930661325098) | > loss_disc_real_1: 0.2134389877319336 (0.19229207555820915) | > loss_disc_real_2: 0.19238290190696716 (0.18748371487046467) | > loss_disc_real_3: 0.2132892608642578 (0.20554713058618848) | > loss_disc_real_4: 0.24789918959140778 (0.19937691653584255) | > loss_disc_real_5: 0.23854640126228333 (0.2036984027535826) | > loss_0: 2.261640787124634 (2.20596006328677) | > grad_norm_0: tensor(39.2205, device='cuda:0') (tensor(31.5075, device='cuda:0')) | > loss_gen: 2.719463348388672 (2.7772527697645586) | > loss_kl: 1.805355191230774 (1.7191081679897544) | > loss_feat: 8.10653305053711 (8.339678440564946) | > loss_mel: 12.731311798095703 (13.402781351113026) | > loss_duration: 1.641373872756958 (1.6881549270064742) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.004037857055664 (27.926975732968177) | > grad_norm_1: tensor(198.9664, device='cuda:0') (tensor(650.6002, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8247 (0.8496793273054524) | > loader_time: 0.01 (0.01046046945783827)  --> TIME: 2025-05-09 23:33:57 -- STEP: 212/725 -- GLOBAL_STEP: 186000 | > loss_disc: 2.2505550384521484 (2.2108100079140587) | > loss_disc_real_0: 0.14514295756816864 (0.13928814464301437) | > loss_disc_real_1: 0.20684097707271576 (0.19290154349972624) | > loss_disc_real_2: 0.21437247097492218 (0.18804095038827867) | > loss_disc_real_3: 0.19864793121814728 (0.2051737365435879) | > loss_disc_real_4: 0.19249631464481354 (0.199114812854326) | > loss_disc_real_5: 0.17214785516262054 (0.20329549269012678) | > loss_0: 2.2505550384521484 (2.2108100079140587) | > grad_norm_0: tensor(27.0493, device='cuda:0') (tensor(31.3845, device='cuda:0')) | > loss_gen: 2.5905680656433105 (2.7698771368782475) | > loss_kl: 1.5481476783752441 (1.724425399078513) | > loss_feat: 8.011786460876465 (8.31584562445587) | > loss_mel: 13.278082847595215 (13.378718911476856) | > loss_duration: 1.686820149421692 (1.6883447423296154) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.115406036376953 (27.877211894629138) | > grad_norm_1: tensor(417.8666, device='cuda:0') (tensor(637.2542, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8442 (0.8500592674849168) | > loader_time: 0.0101 (0.01033924885515897) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_186000.pth  --> TIME: 2025-05-09 23:34:43 -- STEP: 262/725 -- GLOBAL_STEP: 186050 | > loss_disc: 2.2369225025177 (2.2100583970091727) | > loss_disc_real_0: 0.15993532538414001 (0.13925669606746607) | > loss_disc_real_1: 0.18743930757045746 (0.19213601571457992) | > loss_disc_real_2: 0.19373832643032074 (0.18847661493843754) | > loss_disc_real_3: 0.19652079045772552 (0.20502901344581412) | > loss_disc_real_4: 0.208762064576149 (0.19862995552652665) | > loss_disc_real_5: 0.20339184999465942 (0.20383851975202555) | > loss_0: 2.2369225025177 (2.2100583970091727) | > grad_norm_0: tensor(32.2327, device='cuda:0') (tensor(30.9453, device='cuda:0')) | > loss_gen: 2.733598470687866 (2.7706377688255017) | > loss_kl: 1.6665093898773193 (1.7277583243282697) | > loss_feat: 7.888686656951904 (8.322282396200052) | > loss_mel: 12.679279327392578 (13.390409385884992) | > loss_duration: 1.6753356456756592 (1.6886870096658022) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.643407821655273 (27.89977492266939) | > grad_norm_1: tensor(655.8721, device='cuda:0') (tensor(634.8109, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8821 (0.8490768452637069) | > loader_time: 0.0106 (0.010275910828859753)  --> TIME: 2025-05-09 23:35:26 -- STEP: 312/725 -- GLOBAL_STEP: 186100 | > loss_disc: 2.2241549491882324 (2.210663344615546) | > loss_disc_real_0: 0.13560637831687927 (0.13975051279442435) | > loss_disc_real_1: 0.2061297446489334 (0.19193045904812142) | > loss_disc_real_2: 0.1931571066379547 (0.18843387583127397) | > loss_disc_real_3: 0.2127881795167923 (0.20507894485042646) | > loss_disc_real_4: 0.19283679127693176 (0.198531821799966) | > loss_disc_real_5: 0.22664082050323486 (0.2043139739200855) | > loss_0: 2.2241549491882324 (2.210663344615546) | > grad_norm_0: tensor(27.7304, device='cuda:0') (tensor(30.0944, device='cuda:0')) | > loss_gen: 2.6432666778564453 (2.764556475938895) | > loss_kl: 1.9221240282058716 (1.7276663103928933) | > loss_feat: 7.174150466918945 (8.30501539126421) | > loss_mel: 12.586084365844727 (13.367868019984318) | > loss_duration: 1.6791894435882568 (1.6876901846665602) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.00481414794922 (27.852796401733006) | > grad_norm_1: tensor(542.2923, device='cuda:0') (tensor(623.6324, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8615 (0.8485774260300857) | > loader_time: 0.0113 (0.010197186317199316)  --> TIME: 2025-05-09 23:36:09 -- STEP: 362/725 -- GLOBAL_STEP: 186150 | > loss_disc: 2.2761592864990234 (2.2155293041829935) | > loss_disc_real_0: 0.12555354833602905 (0.14097073585700579) | > loss_disc_real_1: 0.21943259239196777 (0.19227058646263998) | > loss_disc_real_2: 0.21439337730407715 (0.1886402897083957) | > loss_disc_real_3: 0.21707554161548615 (0.20511402963604058) | > loss_disc_real_4: 0.21737243235111237 (0.1988074844137081) | > loss_disc_real_5: 0.20865340530872345 (0.20502978633286545) | > loss_0: 2.2761592864990234 (2.2155293041829935) | > grad_norm_0: tensor(20.2214, device='cuda:0') (tensor(29.9648, device='cuda:0')) | > loss_gen: 2.7568249702453613 (2.758898655353988) | > loss_kl: 1.6617329120635986 (1.727179851650533) | > loss_feat: 8.42078971862793 (8.267254781986471) | > loss_mel: 13.299093246459961 (13.317080745380887) | > loss_duration: 1.6341434717178345 (1.6865344143045542) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.7725830078125 (27.756948471069336) | > grad_norm_1: tensor(588.3635, device='cuda:0') (tensor(612.0717, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8425 (0.8493288623693899) | > loader_time: 0.0099 (0.010183499662915646)  --> TIME: 2025-05-09 23:36:52 -- STEP: 412/725 -- GLOBAL_STEP: 186200 | > loss_disc: 2.1893444061279297 (2.2168451831178797) | > loss_disc_real_0: 0.15440766513347626 (0.14129046068608173) | > loss_disc_real_1: 0.1875237375497818 (0.19273187881968554) | > loss_disc_real_2: 0.19300910830497742 (0.1885215009300454) | > loss_disc_real_3: 0.21957255899906158 (0.20517047111270498) | > loss_disc_real_4: 0.22702212631702423 (0.19854931931183176) | > loss_disc_real_5: 0.19932551681995392 (0.2049415220045349) | > loss_0: 2.1893444061279297 (2.2168451831178797) | > grad_norm_0: tensor(13.7265, device='cuda:0') (tensor(29.9245, device='cuda:0')) | > loss_gen: 2.8755505084991455 (2.7573763531388575) | > loss_kl: 1.544072151184082 (1.7259190991086868) | > loss_feat: 7.880731582641602 (8.244324379754302) | > loss_mel: 12.4686279296875 (13.29007948255076) | > loss_duration: 1.6976968050003052 (1.687039927950183) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.4666805267334 (27.704739246553586) | > grad_norm_1: tensor(543.2133, device='cuda:0') (tensor(607.3507, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8703 (0.8496321867970587) | > loader_time: 0.0093 (0.010141016210167154)  --> TIME: 2025-05-09 23:37:35 -- STEP: 462/725 -- GLOBAL_STEP: 186250 | > loss_disc: 2.0781750679016113 (2.2158753804830273) | > loss_disc_real_0: 0.07969890534877777 (0.14116849205194615) | > loss_disc_real_1: 0.19037476181983948 (0.19278621576823196) | > loss_disc_real_2: 0.18835362792015076 (0.1884449492027233) | > loss_disc_real_3: 0.20590157806873322 (0.20502189295245454) | > loss_disc_real_4: 0.17593500018119812 (0.19821229915727268) | > loss_disc_real_5: 0.1896960288286209 (0.20492270398578602) | > loss_0: 2.0781750679016113 (2.2158753804830273) | > grad_norm_0: tensor(21.0724, device='cuda:0') (tensor(29.8992, device='cuda:0')) | > loss_gen: 3.060743808746338 (2.759053473864798) | > loss_kl: 1.6649272441864014 (1.725171355458049) | > loss_feat: 9.1278657913208 (8.251580751303477) | > loss_mel: 15.076457977294922 (13.302594376848889) | > loss_duration: 1.7098040580749512 (1.6872731279501152) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.639799118041992 (27.725673109938057) | > grad_norm_1: tensor(605.9051, device='cuda:0') (tensor(609.2887, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8033 (0.8489581470365648) | > loader_time: 0.0096 (0.010109023614363237)  --> TIME: 2025-05-09 23:38:19 -- STEP: 512/725 -- GLOBAL_STEP: 186300 | > loss_disc: 2.2326393127441406 (2.2169849318452206) | > loss_disc_real_0: 0.18092240393161774 (0.14138820780499373) | > loss_disc_real_1: 0.1994919329881668 (0.19284700322896242) | > loss_disc_real_2: 0.20256565511226654 (0.1886878999939654) | > loss_disc_real_3: 0.1742783933877945 (0.2051379970216658) | > loss_disc_real_4: 0.18378876149654388 (0.19823226568405516) | > loss_disc_real_5: 0.19870267808437347 (0.20503433782141656) | > loss_0: 2.2326393127441406 (2.2169849318452206) | > grad_norm_0: tensor(38.1899, device='cuda:0') (tensor(30.1937, device='cuda:0')) | > loss_gen: 2.794187068939209 (2.760324857197701) | > loss_kl: 1.7051949501037598 (1.7243532149586827) | > loss_feat: 8.363720893859863 (8.246714764274664) | > loss_mel: 13.06053638458252 (13.31140273436904) | > loss_duration: 1.6390718221664429 (1.687870234483853) | > amp_scaler: 256.0 (258.49999999999994) | > loss_1: 27.562711715698242 (27.7306658141315) | > grad_norm_1: tensor(650.3624, device='cuda:0') (tensor(608.6388, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8386 (0.849720312282443) | > loader_time: 0.0098 (0.010063128545880318)  --> TIME: 2025-05-09 23:39:02 -- STEP: 562/725 -- GLOBAL_STEP: 186350 | > loss_disc: 2.121291160583496 (2.2152246211347233) | > loss_disc_real_0: 0.13382498919963837 (0.14092802577171465) | > loss_disc_real_1: 0.19172362983226776 (0.19275010483226745) | > loss_disc_real_2: 0.1993751972913742 (0.18857524490971586) | > loss_disc_real_3: 0.18872179090976715 (0.20524538433000292) | > loss_disc_real_4: 0.17952755093574524 (0.19808659100659803) | > loss_disc_real_5: 0.18285566568374634 (0.20494055835483754) | > loss_0: 2.121291160583496 (2.2152246211347233) | > grad_norm_0: tensor(13.5887, device='cuda:0') (tensor(30.1976, device='cuda:0')) | > loss_gen: 2.89475417137146 (2.763337052589634) | > loss_kl: 1.8964523077011108 (1.7264453730549254) | > loss_feat: 9.334558486938477 (8.261674407538154) | > loss_mel: 13.294842720031738 (13.336397249079257) | > loss_duration: 1.6416418552398682 (1.6879877581715157) | > amp_scaler: 256.0 (258.27758007117444) | > loss_1: 29.06224822998047 (27.775841841918286) | > grad_norm_1: tensor(388.5928, device='cuda:0') (tensor(613.3228, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8975 (0.8492410598700582) | > loader_time: 0.0094 (0.010039431768804256)  --> TIME: 2025-05-09 23:39:45 -- STEP: 612/725 -- GLOBAL_STEP: 186400 | > loss_disc: 2.260145902633667 (2.214727505359774) | > loss_disc_real_0: 0.13687482476234436 (0.14038490664725214) | > loss_disc_real_1: 0.19114738702774048 (0.19268496261507856) | > loss_disc_real_2: 0.21114370226860046 (0.18850006859481727) | > loss_disc_real_3: 0.1869092434644699 (0.2052866568411488) | > loss_disc_real_4: 0.19790711998939514 (0.1980710523385627) | > loss_disc_real_5: 0.21402283012866974 (0.20534250690461758) | > loss_0: 2.260145902633667 (2.214727505359774) | > grad_norm_0: tensor(17.1080, device='cuda:0') (tensor(29.9621, device='cuda:0')) | > loss_gen: 2.6884877681732178 (2.763105264286591) | > loss_kl: 1.750587821006775 (1.72824781724051) | > loss_feat: 7.486839294433594 (8.265198420854965) | > loss_mel: 12.925082206726074 (13.338320206972499) | > loss_duration: 1.613940715789795 (1.6876553219128283) | > amp_scaler: 256.0 (258.09150326797396) | > loss_1: 26.46493911743164 (27.782527044707642) | > grad_norm_1: tensor(537.0541, device='cuda:0') (tensor(614.6384, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8114 (0.8495372226035677) | > loader_time: 0.0095 (0.01003466478360244)  --> TIME: 2025-05-09 23:40:28 -- STEP: 662/725 -- GLOBAL_STEP: 186450 | > loss_disc: 2.0849876403808594 (2.2154395104895186) | > loss_disc_real_0: 0.128122016787529 (0.14065343316002918) | > loss_disc_real_1: 0.17812788486480713 (0.19275385397978784) | > loss_disc_real_2: 0.1674102395772934 (0.1886118322700893) | > loss_disc_real_3: 0.18436536192893982 (0.20538148268201928) | > loss_disc_real_4: 0.1816696971654892 (0.19807790805025763) | > loss_disc_real_5: 0.19558146595954895 (0.20522758866634974) | > loss_0: 2.0849876403808594 (2.2154395104895186) | > grad_norm_0: tensor(25.0009, device='cuda:0') (tensor(29.9237, device='cuda:0')) | > loss_gen: 2.9368510246276855 (2.7626691469613185) | > loss_kl: 1.8626141548156738 (1.7305328556057917) | > loss_feat: 8.726527214050293 (8.260036881236521) | > loss_mel: 13.450427055358887 (13.340794582021193) | > loss_duration: 1.7174062728881836 (1.6883118795484218) | > amp_scaler: 256.0 (257.93353474320236) | > loss_1: 28.693828582763672 (27.782345333848465) | > grad_norm_1: tensor(800.5069, device='cuda:0') (tensor(614.6130, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8729 (0.8486995419706826) | > loader_time: 0.0106 (0.010010799252374646)  --> TIME: 2025-05-09 23:41:11 -- STEP: 712/725 -- GLOBAL_STEP: 186500 | > loss_disc: 2.1102657318115234 (2.2166003936462193) | > loss_disc_real_0: 0.16981787979602814 (0.14139745393872596) | > loss_disc_real_1: 0.20970380306243896 (0.19283611509488544) | > loss_disc_real_2: 0.20409877598285675 (0.1886316492023428) | > loss_disc_real_3: 0.19470715522766113 (0.20529568103257198) | > loss_disc_real_4: 0.21071793138980865 (0.19800139565983516) | > loss_disc_real_5: 0.16994214057922363 (0.2051790285478817) | > loss_0: 2.1102657318115234 (2.2166003936462193) | > grad_norm_0: tensor(26.1565, device='cuda:0') (tensor(29.8974, device='cuda:0')) | > loss_gen: 3.0686540603637695 (2.761988451306744) | > loss_kl: 1.7031663656234741 (1.7296358551202202) | > loss_feat: 9.737110137939453 (8.25471304708654) | > loss_mel: 14.674015045166016 (13.33336767319882) | > loss_duration: 1.6955699920654297 (1.6880300061756308) | > amp_scaler: 256.0 (257.7977528089887) | > loss_1: 30.878515243530273 (27.767735039250223) | > grad_norm_1: tensor(795.6776, device='cuda:0') (tensor(610.2904, device='cuda:0')) | > current_lr_0: 0.00019523244193554745 | > current_lr_1: 0.00019523244193554745 | > step_time: 0.8242 (0.848861771018318) | > loader_time: 0.0095 (0.009997375895468032)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.162466049194336 (2.162466049194336) | > loss_disc_real_0: 0.12890705466270447 (0.12890705466270447) | > loss_disc_real_1: 0.17916610836982727 (0.17916610836982727) | > loss_disc_real_2: 0.17458927631378174 (0.17458927631378174) | > loss_disc_real_3: 0.2505341172218323 (0.2505341172218323) | > loss_disc_real_4: 0.26626351475715637 (0.26626351475715637) | > loss_disc_real_5: 0.22059223055839539 (0.22059223055839539) | > loss_0: 2.162466049194336 (2.162466049194336) | > loss_gen: 2.958606481552124 (2.958606481552124) | > loss_kl: 2.135606050491333 (2.135606050491333) | > loss_feat: 8.858845710754395 (8.858845710754395) | > loss_mel: 14.811198234558105 (14.811198234558105) | > loss_duration: 1.6939929723739624 (1.6939929723739624) | > loss_1: 30.458248138427734 (30.458248138427734)  --> STEP: 1 | > loss_disc: 2.3568897247314453 (2.3568897247314453) | > loss_disc_real_0: 0.14005310833454132 (0.14005310833454132) | > loss_disc_real_1: 0.20319746434688568 (0.20319746434688568) | > loss_disc_real_2: 0.20680204033851624 (0.20680204033851624) | > loss_disc_real_3: 0.26536843180656433 (0.26536843180656433) | > loss_disc_real_4: 0.3157099485397339 (0.3157099485397339) | > loss_disc_real_5: 0.23822031915187836 (0.23822031915187836) | > loss_0: 2.3568897247314453 (2.3568897247314453) | > loss_gen: 2.7944536209106445 (2.7944536209106445) | > loss_kl: 2.056087017059326 (2.056087017059326) | > loss_feat: 7.8763556480407715 (7.8763556480407715) | > loss_mel: 14.06784725189209 (14.06784725189209) | > loss_duration: 1.7689571380615234 (1.7689571380615234) | > loss_1: 28.56369972229004 (28.56369972229004)  --> STEP: 2 | > loss_disc: 2.2605385780334473 (2.3087141513824463) | > loss_disc_real_0: 0.15110722184181213 (0.14558016508817673) | > loss_disc_real_1: 0.18024972081184387 (0.19172359257936478) | > loss_disc_real_2: 0.18793931603431702 (0.19737067818641663) | > loss_disc_real_3: 0.25612276792526245 (0.2607455998659134) | > loss_disc_real_4: 0.2613694667816162 (0.28853970766067505) | > loss_disc_real_5: 0.20643219351768494 (0.22232625633478165) | > loss_0: 2.2605385780334473 (2.3087141513824463) | > loss_gen: 2.708458185195923 (2.7514559030532837) | > loss_kl: 2.0590152740478516 (2.057551145553589) | > loss_feat: 7.62589693069458 (7.751126289367676) | > loss_mel: 13.251810073852539 (13.659828662872314) | > loss_duration: 1.8449417352676392 (1.8069494366645813) | > loss_1: 27.490121841430664 (28.02691078186035)  --> STEP: 3 | > loss_disc: 2.2611172199249268 (2.292848507563273) | > loss_disc_real_0: 0.1310802549123764 (0.1407468616962433) | > loss_disc_real_1: 0.1996040642261505 (0.19435041646162668) | > loss_disc_real_2: 0.20157183706760406 (0.19877106448014578) | > loss_disc_real_3: 0.23822739720344543 (0.2532395323117574) | > loss_disc_real_4: 0.24445898830890656 (0.2738461345434189) | > loss_disc_real_5: 0.21559946238994598 (0.22008399168650308) | > loss_0: 2.2611172199249268 (2.292848507563273) | > loss_gen: 2.6718196868896484 (2.7249104976654053) | > loss_kl: 2.0299012660980225 (2.0483345190684) | > loss_feat: 8.16252613067627 (7.888259569803874) | > loss_mel: 13.355046272277832 (13.558234532674154) | > loss_duration: 1.7905192375183105 (1.8014727036158245) | > loss_1: 28.00981330871582 (28.021211624145508)  --> STEP: 4 | > loss_disc: 2.316368818283081 (2.298728585243225) | > loss_disc_real_0: 0.12214381247758865 (0.13609609939157963) | > loss_disc_real_1: 0.1892414093017578 (0.19307316467165947) | > loss_disc_real_2: 0.17773093283176422 (0.19351103156805038) | > loss_disc_real_3: 0.23561210930347443 (0.24883267655968666) | > loss_disc_real_4: 0.3062082529067993 (0.281936664134264) | > loss_disc_real_5: 0.20587067306041718 (0.2165306620299816) | > loss_0: 2.316368818283081 (2.298728585243225) | > loss_gen: 2.5983004570007324 (2.693257987499237) | > loss_kl: 2.136183738708496 (2.070296823978424) | > loss_feat: 8.650870323181152 (8.078912258148193) | > loss_mel: 13.551131248474121 (13.556458711624146) | > loss_duration: 1.7454222440719604 (1.7874600887298584) | > loss_1: 28.681907653808594 (28.18638563156128) --> EVAL PERFORMANCE | > avg_loader_time: 0.2792510390281677 (-0.006184101104736328) | > avg_loss_disc: 2.298728585243225 (+0.2375938594341278) | > avg_loss_disc_real_0: 0.13609609939157963 (+0.017895905300974846) | > avg_loss_disc_real_1: 0.19307316467165947 (+0.02880886197090149) | > avg_loss_disc_real_2: 0.19351103156805038 (-0.022967763245105743) | > avg_loss_disc_real_3: 0.24883267655968666 (+0.04623487591743469) | > avg_loss_disc_real_4: 0.281936664134264 (+0.080770093947649) | > avg_loss_disc_real_5: 0.2165306620299816 (+0.0012707561254501343) | > avg_loss_0: 2.298728585243225 (+0.2375938594341278) | > avg_loss_gen: 2.693257987499237 (-0.3046576976776123) | > avg_loss_kl: 2.070296823978424 (+0.11286520957946777) | > avg_loss_feat: 8.078912258148193 (-1.0412559509277344) | > avg_loss_mel: 13.556458711624146 (-1.2543632984161377) | > avg_loss_duration: 1.7874600887298584 (+0.005927234888076782) | > avg_loss_1: 28.18638563156128 (-2.4814858436584473)  > EPOCH: 194/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 23:41:28)   --> TIME: 2025-05-09 23:42:02 -- STEP: 37/725 -- GLOBAL_STEP: 186550 | > loss_disc: 2.157486915588379 (2.229484764305321) | > loss_disc_real_0: 0.11698570102453232 (0.1431693416592237) | > loss_disc_real_1: 0.19122357666492462 (0.194698383276527) | > loss_disc_real_2: 0.17596817016601562 (0.19274094338352615) | > loss_disc_real_3: 0.19685769081115723 (0.20544766453472343) | > loss_disc_real_4: 0.20278668403625488 (0.19755441554494807) | > loss_disc_real_5: 0.16663311421871185 (0.20361771172768361) | > loss_0: 2.157486915588379 (2.229484764305321) | > grad_norm_0: tensor(13.3272, device='cuda:0') (tensor(31.9351, device='cuda:0')) | > loss_gen: 2.839790105819702 (2.7509224672575248) | > loss_kl: 1.542260766029358 (1.7585466520206348) | > loss_feat: 8.250680923461914 (8.056522794671961) | > loss_mel: 12.329931259155273 (13.09150033383756) | > loss_duration: 1.6891870498657227 (1.6859978437423706) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.651851654052734 (27.343490497486012) | > grad_norm_1: tensor(410.9308, device='cuda:0') (tensor(546.3898, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8445 (0.8468125188672865) | > loader_time: 0.0122 (0.010293934796307538)  --> TIME: 2025-05-09 23:42:45 -- STEP: 87/725 -- GLOBAL_STEP: 186600 | > loss_disc: 2.162487030029297 (2.212968093225325) | > loss_disc_real_0: 0.1459435224533081 (0.14189900560625668) | > loss_disc_real_1: 0.1597931683063507 (0.19222719282254405) | > loss_disc_real_2: 0.17194128036499023 (0.1889742912574747) | > loss_disc_real_3: 0.18259216845035553 (0.20439682763883438) | > loss_disc_real_4: 0.21125684678554535 (0.19750870507338952) | > loss_disc_real_5: 0.22204813361167908 (0.20317672569861359) | > loss_0: 2.162487030029297 (2.212968093225325) | > grad_norm_0: tensor(14.3575, device='cuda:0') (tensor(30.0646, device='cuda:0')) | > loss_gen: 2.770779848098755 (2.7562993614152926) | > loss_kl: 1.6151435375213623 (1.711995956541478) | > loss_feat: 8.497529983520508 (8.156040032704666) | > loss_mel: 14.431974411010742 (13.212040670986834) | > loss_duration: 1.6613447666168213 (1.6883964374147613) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.97677230834961 (27.524772600195874) | > grad_norm_1: tensor(349.2264, device='cuda:0') (tensor(554.1906, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8229 (0.8472775755257442) | > loader_time: 0.0096 (0.010161827350484917)  --> TIME: 2025-05-09 23:43:28 -- STEP: 137/725 -- GLOBAL_STEP: 186650 | > loss_disc: 2.208667516708374 (2.20971909317657) | > loss_disc_real_0: 0.1442408412694931 (0.14094137297059503) | > loss_disc_real_1: 0.18684028089046478 (0.19205833373278597) | > loss_disc_real_2: 0.18822155892848969 (0.18926442006643676) | > loss_disc_real_3: 0.1929340660572052 (0.20382636687616362) | > loss_disc_real_4: 0.2050446718931198 (0.19766368254692884) | > loss_disc_real_5: 0.2031480073928833 (0.20393238287337506) | > loss_0: 2.208667516708374 (2.20971909317657) | > grad_norm_0: tensor(18.5496, device='cuda:0') (tensor(28.7658, device='cuda:0')) | > loss_gen: 2.7505223751068115 (2.7573307430657157) | > loss_kl: 1.6626598834991455 (1.7213178420588917) | > loss_feat: 7.614030838012695 (8.2013438913944) | > loss_mel: 12.372159957885742 (13.192904618534728) | > loss_duration: 1.658664584159851 (1.689270336262501) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.05803680419922 (27.56216752268102) | > grad_norm_1: tensor(439.2749, device='cuda:0') (tensor(563.0426, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8152 (0.8482742501001288) | > loader_time: 0.0092 (0.01021682258940091)  --> TIME: 2025-05-09 23:44:12 -- STEP: 187/725 -- GLOBAL_STEP: 186700 | > loss_disc: 2.263241767883301 (2.213663949048454) | > loss_disc_real_0: 0.1373816281557083 (0.14311026216031408) | > loss_disc_real_1: 0.21631914377212524 (0.19203701097378756) | > loss_disc_real_2: 0.19773051142692566 (0.18885925969975526) | > loss_disc_real_3: 0.1955302506685257 (0.2042545124011881) | > loss_disc_real_4: 0.1496044546365738 (0.19706756322779115) | > loss_disc_real_5: 0.20135201513767242 (0.20414689756969717) | > loss_0: 2.263241767883301 (2.213663949048454) | > grad_norm_0: tensor(25.9584, device='cuda:0') (tensor(29.7493, device='cuda:0')) | > loss_gen: 2.616663932800293 (2.764069177250173) | > loss_kl: 1.8205883502960205 (1.7230017484828113) | > loss_feat: 7.580005168914795 (8.214973291611289) | > loss_mel: 12.09223747253418 (13.23303051810851) | > loss_duration: 1.719988226890564 (1.6908442489603623) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.829484939575195 (27.625919076848156) | > grad_norm_1: tensor(341.4750, device='cuda:0') (tensor(573.4880, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8502 (0.8506570168357482) | > loader_time: 0.01 (0.010219687446553442)  --> TIME: 2025-05-09 23:44:55 -- STEP: 237/725 -- GLOBAL_STEP: 186750 | > loss_disc: 2.239349603652954 (2.209296365327473) | > loss_disc_real_0: 0.12147531658411026 (0.14161809665870081) | > loss_disc_real_1: 0.1976919174194336 (0.19224120462745553) | > loss_disc_real_2: 0.21249952912330627 (0.18848807474731902) | > loss_disc_real_3: 0.22873564064502716 (0.20416051293978713) | > loss_disc_real_4: 0.21295902132987976 (0.19687767351981453) | > loss_disc_real_5: 0.21815529465675354 (0.20440089771767708) | > loss_0: 2.239349603652954 (2.209296365327473) | > grad_norm_0: tensor(14.8391, device='cuda:0') (tensor(29.4783, device='cuda:0')) | > loss_gen: 2.7094767093658447 (2.7709415361348078) | > loss_kl: 1.8647714853286743 (1.7210665679682156) | > loss_feat: 7.6400651931762695 (8.285424598661663) | > loss_mel: 14.029191970825195 (13.322957630398907) | > loss_duration: 1.673344612121582 (1.6907645926696842) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.916851043701172 (27.791155022407885) | > grad_norm_1: tensor(181.4659, device='cuda:0') (tensor(573.4574, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8124 (0.8513575676624282) | > loader_time: 0.0096 (0.010193419355883377)  --> TIME: 2025-05-09 23:45:38 -- STEP: 287/725 -- GLOBAL_STEP: 186800 | > loss_disc: 2.1981711387634277 (2.2126626677629426) | > loss_disc_real_0: 0.15120355784893036 (0.1418067668580844) | > loss_disc_real_1: 0.19141885638237 (0.19232939676956012) | > loss_disc_real_2: 0.194505512714386 (0.18884888950748316) | > loss_disc_real_3: 0.1781967133283615 (0.20413808394807556) | > loss_disc_real_4: 0.20552361011505127 (0.19676457984106882) | > loss_disc_real_5: 0.21182377636432648 (0.20475582892678762) | > loss_0: 2.1981711387634277 (2.2126626677629426) | > grad_norm_0: tensor(31.1526, device='cuda:0') (tensor(29.5720, device='cuda:0')) | > loss_gen: 2.7945432662963867 (2.764800897458705) | > loss_kl: 1.635379672050476 (1.7139140118289904) | > loss_feat: 7.5591511726379395 (8.254836492837518) | > loss_mel: 12.47826099395752 (13.29912170051282) | > loss_duration: 1.7051570415496826 (1.6907722077718592) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.1724910736084 (27.72344535402305) | > grad_norm_1: tensor(721.9378, device='cuda:0') (tensor(581.4675, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8119 (0.8495789463096378) | > loader_time: 0.0111 (0.010125427711300736)  --> TIME: 2025-05-09 23:46:21 -- STEP: 337/725 -- GLOBAL_STEP: 186850 | > loss_disc: 2.1691136360168457 (2.211959967627369) | > loss_disc_real_0: 0.15283648669719696 (0.14093996168774747) | > loss_disc_real_1: 0.183541938662529 (0.1921454066692544) | > loss_disc_real_2: 0.20253382623195648 (0.18878193071404994) | > loss_disc_real_3: 0.21430858969688416 (0.20435762622059273) | > loss_disc_real_4: 0.1756870448589325 (0.19690769061844143) | > loss_disc_real_5: 0.22768716514110565 (0.2050022568211004) | > loss_0: 2.1691136360168457 (2.211959967627369) | > grad_norm_0: tensor(47.0338, device='cuda:0') (tensor(29.4755, device='cuda:0')) | > loss_gen: 2.8868088722229004 (2.7648799900485077) | > loss_kl: 1.7762521505355835 (1.713542875974751) | > loss_feat: 8.803878784179688 (8.2648091910501) | > loss_mel: 13.836441993713379 (13.291917860331097) | > loss_duration: 1.668622612953186 (1.689869894472003) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.972003936767578 (27.725019868120594) | > grad_norm_1: tensor(696.1819, device='cuda:0') (tensor(589.2352, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8705 (0.8500497312857065) | > loader_time: 0.0109 (0.010111765620970234)  --> TIME: 2025-05-09 23:47:05 -- STEP: 387/725 -- GLOBAL_STEP: 186900 | > loss_disc: 2.355607748031616 (2.2134169349374684) | > loss_disc_real_0: 0.23902884125709534 (0.14152719723469834) | > loss_disc_real_1: 0.20516426861286163 (0.1924477318537635) | > loss_disc_real_2: 0.2266882359981537 (0.1889471871831314) | > loss_disc_real_3: 0.25273358821868896 (0.20456038199807935) | > loss_disc_real_4: 0.21300330758094788 (0.19672786095961736) | > loss_disc_real_5: 0.20471379160881042 (0.2053320131791655) | > loss_0: 2.355607748031616 (2.2134169349374684) | > grad_norm_0: tensor(48.9785, device='cuda:0') (tensor(29.4954, device='cuda:0')) | > loss_gen: 2.7234818935394287 (2.763154579379455) | > loss_kl: 1.5323209762573242 (1.7140261775763457) | > loss_feat: 8.105907440185547 (8.246512289811175) | > loss_mel: 13.804713249206543 (13.284484298962338) | > loss_duration: 1.7709712982177734 (1.6896977510871194) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.937395095825195 (27.697875118994897) | > grad_norm_1: tensor(609.9691, device='cuda:0') (tensor(591.8073, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8641 (0.8501007402898113) | > loader_time: 0.0097 (0.010062863352378826)  --> TIME: 2025-05-09 23:47:48 -- STEP: 437/725 -- GLOBAL_STEP: 186950 | > loss_disc: 2.1333413124084473 (2.212103878606101) | > loss_disc_real_0: 0.09781689196825027 (0.14092997601362328) | > loss_disc_real_1: 0.2066514790058136 (0.19222105497353675) | > loss_disc_real_2: 0.16586124897003174 (0.1888530107398329) | > loss_disc_real_3: 0.20755673944950104 (0.20470263005939715) | > loss_disc_real_4: 0.18830539286136627 (0.19688266147465128) | > loss_disc_real_5: 0.2579539716243744 (0.2051037037468066) | > loss_0: 2.1333413124084473 (2.212103878606101) | > grad_norm_0: tensor(30.4428, device='cuda:0') (tensor(29.3303, device='cuda:0')) | > loss_gen: 2.8513834476470947 (2.7631200871151163) | > loss_kl: 1.8120476007461548 (1.7191469055564232) | > loss_feat: 8.489862442016602 (8.24505709728879) | > loss_mel: 13.342113494873047 (13.27274357426903) | > loss_duration: 1.656484603881836 (1.6896404958153204) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.151891708374023 (27.68970817723045) | > grad_norm_1: tensor(738.3833, device='cuda:0') (tensor(596.8147, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8951 (0.8497745925283541) | > loader_time: 0.0098 (0.01005903588825287)  --> TIME: 2025-05-09 23:48:31 -- STEP: 487/725 -- GLOBAL_STEP: 187000 | > loss_disc: 2.265204906463623 (2.2120733765361225) | > loss_disc_real_0: 0.08595949411392212 (0.14095918855627942) | > loss_disc_real_1: 0.18637272715568542 (0.19203442922607825) | > loss_disc_real_2: 0.18783658742904663 (0.18898537914121433) | > loss_disc_real_3: 0.17597173154354095 (0.20438528428087485) | > loss_disc_real_4: 0.22202375531196594 (0.19698689963660934) | > loss_disc_real_5: 0.1777845323085785 (0.20500348211558694) | > loss_0: 2.265204906463623 (2.2120733765361225) | > grad_norm_0: tensor(21.1996, device='cuda:0') (tensor(29.7420, device='cuda:0')) | > loss_gen: 2.6586105823516846 (2.76594089874252) | > loss_kl: 1.750418782234192 (1.724352236156346) | > loss_feat: 8.3446626663208 (8.257299788433919) | > loss_mel: 13.05416488647461 (13.279339310569684) | > loss_duration: 1.6767051219940186 (1.6899883340761155) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.484561920166016 (27.716920613752986) | > grad_norm_1: tensor(102.5760, device='cuda:0') (tensor(598.0343, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8154 (0.8497054253760304) | > loader_time: 0.0095 (0.010052714259717498) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_187000.pth  --> TIME: 2025-05-09 23:49:17 -- STEP: 537/725 -- GLOBAL_STEP: 187050 | > loss_disc: 2.176999092102051 (2.2121494717660104) | > loss_disc_real_0: 0.15192608535289764 (0.14121947760799516) | > loss_disc_real_1: 0.1916338950395584 (0.19190285064876633) | > loss_disc_real_2: 0.18665368854999542 (0.1889264405994665) | > loss_disc_real_3: 0.20993991196155548 (0.20450998340461057) | > loss_disc_real_4: 0.1899130642414093 (0.19707534996379908) | > loss_disc_real_5: 0.22306682169437408 (0.20513849068620355) | > loss_0: 2.176999092102051 (2.2121494717660104) | > grad_norm_0: tensor(29.7261, device='cuda:0') (tensor(29.3965, device='cuda:0')) | > loss_gen: 2.719176769256592 (2.7639494932341626) | > loss_kl: 1.848199486732483 (1.728500463221104) | > loss_feat: 7.673710823059082 (8.247683660944086) | > loss_mel: 12.386395454406738 (13.281772229924549) | > loss_duration: 1.7194032669067383 (1.6901398055824262) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.346885681152344 (27.7120456837631) | > grad_norm_1: tensor(656.0090, device='cuda:0') (tensor(591.1537, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8441 (0.8495451999998181) | > loader_time: 0.0095 (0.010070307960723366)  --> TIME: 2025-05-09 23:50:00 -- STEP: 587/725 -- GLOBAL_STEP: 187100 | > loss_disc: 2.2362709045410156 (2.2156996974750096) | > loss_disc_real_0: 0.12758392095565796 (0.14162430715520294) | > loss_disc_real_1: 0.18742945790290833 (0.19217530717943151) | > loss_disc_real_2: 0.1956254094839096 (0.18932661038444237) | > loss_disc_real_3: 0.2021740972995758 (0.20461201830251458) | > loss_disc_real_4: 0.17942467331886292 (0.1970489157627144) | > loss_disc_real_5: 0.1918267458677292 (0.2055075650422293) | > loss_0: 2.2362709045410156 (2.2156996974750096) | > grad_norm_0: tensor(12.4353, device='cuda:0') (tensor(29.1320, device='cuda:0')) | > loss_gen: 2.6378724575042725 (2.757880229966198) | > loss_kl: 1.6670904159545898 (1.731075757813007) | > loss_feat: 7.7575507164001465 (8.22242875643443) | > loss_mel: 13.122709274291992 (13.256734709926524) | > loss_duration: 1.6716946363449097 (1.6895964328434434) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.856916427612305 (27.6577159257723) | > grad_norm_1: tensor(524.7518, device='cuda:0') (tensor(585.1146, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8593 (0.849513479960635) | > loader_time: 0.0093 (0.010048059629216104)  --> TIME: 2025-05-09 23:50:43 -- STEP: 637/725 -- GLOBAL_STEP: 187150 | > loss_disc: 2.2307119369506836 (2.216224174110256) | > loss_disc_real_0: 0.13563475012779236 (0.1416583969206599) | > loss_disc_real_1: 0.17426231503486633 (0.19207628679518804) | > loss_disc_real_2: 0.1841379702091217 (0.18932029071557852) | > loss_disc_real_3: 0.2081167846918106 (0.2046794275661092) | > loss_disc_real_4: 0.20488116145133972 (0.19712548385983916) | > loss_disc_real_5: 0.22652365267276764 (0.20562097643102908) | > loss_0: 2.2307119369506836 (2.216224174110256) | > grad_norm_0: tensor(20.3890, device='cuda:0') (tensor(29.2799, device='cuda:0')) | > loss_gen: 2.678752899169922 (2.7569058660061065) | > loss_kl: 1.7475736141204834 (1.7321424111840864) | > loss_feat: 7.564202308654785 (8.21540746284617) | > loss_mel: 12.203892707824707 (13.253327213988012) | > loss_duration: 1.6607896089553833 (1.6894396221619004) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.85521125793457 (27.647222611743196) | > grad_norm_1: tensor(583.8964, device='cuda:0') (tensor(585.5084, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8258 (0.8495088521876556) | > loader_time: 0.0106 (0.010049225584116988)  --> TIME: 2025-05-09 23:51:26 -- STEP: 687/725 -- GLOBAL_STEP: 187200 | > loss_disc: 2.2291152477264404 (2.2155419850106495) | > loss_disc_real_0: 0.10812275111675262 (0.14138408594126245) | > loss_disc_real_1: 0.2220260351896286 (0.19216091477541258) | > loss_disc_real_2: 0.19361130893230438 (0.1891837461676661) | > loss_disc_real_3: 0.2099553793668747 (0.20455860419217858) | > loss_disc_real_4: 0.17597238719463348 (0.19723760075270697) | > loss_disc_real_5: 0.20760583877563477 (0.20550162450368392) | > loss_0: 2.2291152477264404 (2.2155419850106495) | > grad_norm_0: tensor(20.1482, device='cuda:0') (tensor(29.2110, device='cuda:0')) | > loss_gen: 2.792928695678711 (2.7573768093075843) | > loss_kl: 1.8125438690185547 (1.7357136894348233) | > loss_feat: 7.656820774078369 (8.215096935261116) | > loss_mel: 13.063492774963379 (13.256341562173946) | > loss_duration: 1.6882911920547485 (1.689370493701451) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.014076232910156 (27.65389954124128) | > grad_norm_1: tensor(480.2537, device='cuda:0') (tensor(589.5549, device='cuda:0')) | > current_lr_0: 0.0001952080378803055 | > current_lr_1: 0.0001952080378803055 | > step_time: 0.8589 (0.8489086791070445) | > loader_time: 0.0096 (0.010051330277666424)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3807437419891357 (2.3807437419891357) | > loss_disc_real_0: 0.15712523460388184 (0.15712523460388184) | > loss_disc_real_1: 0.17924807965755463 (0.17924807965755463) | > loss_disc_real_2: 0.1804012507200241 (0.1804012507200241) | > loss_disc_real_3: 0.23733797669410706 (0.23733797669410706) | > loss_disc_real_4: 0.29001012444496155 (0.29001012444496155) | > loss_disc_real_5: 0.3058055639266968 (0.3058055639266968) | > loss_0: 2.3807437419891357 (2.3807437419891357) | > loss_gen: 2.640794038772583 (2.640794038772583) | > loss_kl: 2.0303359031677246 (2.0303359031677246) | > loss_feat: 7.660276412963867 (7.660276412963867) | > loss_mel: 13.530564308166504 (13.530564308166504) | > loss_duration: 1.6874603033065796 (1.6874603033065796) | > loss_1: 27.54943084716797 (27.54943084716797)  --> STEP: 1 | > loss_disc: 2.2464001178741455 (2.2464001178741455) | > loss_disc_real_0: 0.12978745996952057 (0.12978745996952057) | > loss_disc_real_1: 0.17990964651107788 (0.17990964651107788) | > loss_disc_real_2: 0.19119441509246826 (0.19119441509246826) | > loss_disc_real_3: 0.23355846107006073 (0.23355846107006073) | > loss_disc_real_4: 0.25710397958755493 (0.25710397958755493) | > loss_disc_real_5: 0.23961326479911804 (0.23961326479911804) | > loss_0: 2.2464001178741455 (2.2464001178741455) | > loss_gen: 2.6466150283813477 (2.6466150283813477) | > loss_kl: 1.9558889865875244 (1.9558889865875244) | > loss_feat: 7.755654811859131 (7.755654811859131) | > loss_mel: 13.651687622070312 (13.651687622070312) | > loss_duration: 1.7808228731155396 (1.7808228731155396) | > loss_1: 27.790668487548828 (27.790668487548828)  --> STEP: 2 | > loss_disc: 2.2937872409820557 (2.2700936794281006) | > loss_disc_real_0: 0.14900030195713043 (0.1393938809633255) | > loss_disc_real_1: 0.17871125042438507 (0.17931044846773148) | > loss_disc_real_2: 0.16649660468101501 (0.17884550988674164) | > loss_disc_real_3: 0.23197953402996063 (0.23276899755001068) | > loss_disc_real_4: 0.27430421113967896 (0.26570409536361694) | > loss_disc_real_5: 0.2533828020095825 (0.24649803340435028) | > loss_0: 2.2937872409820557 (2.2700936794281006) | > loss_gen: 2.606086254119873 (2.6263506412506104) | > loss_kl: 1.7967971563339233 (1.8763430714607239) | > loss_feat: 7.884557723999023 (7.820106267929077) | > loss_mel: 13.381000518798828 (13.51634407043457) | > loss_duration: 1.8232148885726929 (1.8020188808441162) | > loss_1: 27.491657257080078 (27.641162872314453)  --> STEP: 3 | > loss_disc: 2.4253838062286377 (2.3218570550282798) | > loss_disc_real_0: 0.16881392896175385 (0.1492005636294683) | > loss_disc_real_1: 0.1944936364889145 (0.18437151114145914) | > loss_disc_real_2: 0.18368075788021088 (0.18045725921789804) | > loss_disc_real_3: 0.23248764872550964 (0.23267521460851034) | > loss_disc_real_4: 0.2656869888305664 (0.2656983931859334) | > loss_disc_real_5: 0.28930920362472534 (0.26076842347780865) | > loss_0: 2.4253838062286377 (2.3218570550282798) | > loss_gen: 2.5060970783233643 (2.586266120274862) | > loss_kl: 1.9969085454940796 (1.9165315628051758) | > loss_feat: 6.926143646240234 (7.52211872736613) | > loss_mel: 12.080141067504883 (13.037609736124674) | > loss_duration: 1.8064332008361816 (1.8034903208414714) | > loss_1: 25.315723419189453 (26.866016387939453)  --> STEP: 4 | > loss_disc: 2.1931710243225098 (2.289685547351837) | > loss_disc_real_0: 0.12442666292190552 (0.1430070884525776) | > loss_disc_real_1: 0.17692814767360687 (0.18251067027449608) | > loss_disc_real_2: 0.1498108059167862 (0.1727956458926201) | > loss_disc_real_3: 0.1925763636827469 (0.22265050187706947) | > loss_disc_real_4: 0.2803274989128113 (0.2693556696176529) | > loss_disc_real_5: 0.27356797456741333 (0.2639683112502098) | > loss_0: 2.1931710243225098 (2.289685547351837) | > loss_gen: 2.712672472000122 (2.6178677082061768) | > loss_kl: 1.8246210813522339 (1.8935539424419403) | > loss_feat: 9.103250503540039 (7.917401671409607) | > loss_mel: 14.725598335266113 (13.459606885910034) | > loss_duration: 1.7479263544082642 (1.7895993292331696) | > loss_1: 30.11406898498535 (27.678029537200928) --> EVAL PERFORMANCE | > avg_loader_time: 0.27957189083099365 (+0.00032085180282592773) | > avg_loss_disc: 2.289685547351837 (-0.00904303789138794) | > avg_loss_disc_real_0: 0.1430070884525776 (+0.006910989060997963) | > avg_loss_disc_real_1: 0.18251067027449608 (-0.010562494397163391) | > avg_loss_disc_real_2: 0.1727956458926201 (-0.020715385675430298) | > avg_loss_disc_real_3: 0.22265050187706947 (-0.026182174682617188) | > avg_loss_disc_real_4: 0.2693556696176529 (-0.0125809945166111) | > avg_loss_disc_real_5: 0.2639683112502098 (+0.047437649220228195) | > avg_loss_0: 2.289685547351837 (-0.00904303789138794) | > avg_loss_gen: 2.6178677082061768 (-0.0753902792930603) | > avg_loss_kl: 1.8935539424419403 (-0.17674288153648376) | > avg_loss_feat: 7.917401671409607 (-0.16151058673858643) | > avg_loss_mel: 13.459606885910034 (-0.09685182571411133) | > avg_loss_duration: 1.7895993292331696 (+0.0021392405033111572) | > avg_loss_1: 27.678029537200928 (-0.5083560943603516)  > EPOCH: 195/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-09 23:52:05)   --> TIME: 2025-05-09 23:52:17 -- STEP: 12/725 -- GLOBAL_STEP: 187250 | > loss_disc: 2.3455889225006104 (2.2833987871805825) | > loss_disc_real_0: 0.1660538762807846 (0.15350531910856566) | > loss_disc_real_1: 0.18529203534126282 (0.20450382555524507) | > loss_disc_real_2: 0.1805049180984497 (0.1995338387787342) | > loss_disc_real_3: 0.24838121235370636 (0.20818296695748964) | > loss_disc_real_4: 0.22529219090938568 (0.1950430249174436) | > loss_disc_real_5: 0.22388535737991333 (0.215853417913119) | > loss_0: 2.3455889225006104 (2.2833987871805825) | > grad_norm_0: tensor(21.7685, device='cuda:0') (tensor(14.7182, device='cuda:0')) | > loss_gen: 2.6602511405944824 (2.671022276083628) | > loss_kl: 1.754784107208252 (1.8040574590365093) | > loss_feat: 7.159885406494141 (7.923360188802083) | > loss_mel: 11.448286056518555 (13.185252984364828) | > loss_duration: 1.7131242752075195 (1.6935900648434956) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.736331939697266 (27.277283032735188) | > grad_norm_1: tensor(559.2144, device='cuda:0') (tensor(364.5238, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.857 (0.8335849444071451) | > loader_time: 0.011 (0.010269383589426676)  --> TIME: 2025-05-09 23:53:01 -- STEP: 62/725 -- GLOBAL_STEP: 187300 | > loss_disc: 2.2209291458129883 (2.2273744498529737) | > loss_disc_real_0: 0.14336633682250977 (0.14528115742629574) | > loss_disc_real_1: 0.1929119974374771 (0.1944520910901408) | > loss_disc_real_2: 0.20032814145088196 (0.19010990665804953) | > loss_disc_real_3: 0.18284426629543304 (0.20431758823894686) | > loss_disc_real_4: 0.20623724162578583 (0.1975535793650535) | > loss_disc_real_5: 0.1787269413471222 (0.2059819570952846) | > loss_0: 2.2209291458129883 (2.2273744498529737) | > grad_norm_0: tensor(10.9580, device='cuda:0') (tensor(25.2842, device='cuda:0')) | > loss_gen: 2.7213621139526367 (2.7417783429545737) | > loss_kl: 1.6686058044433594 (1.7559101312391219) | > loss_feat: 8.40618896484375 (8.247217770545712) | > loss_mel: 13.858196258544922 (13.307931792351507) | > loss_duration: 1.7417092323303223 (1.688586648433439) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.39606285095215 (27.741424622074252) | > grad_norm_1: tensor(462.6914, device='cuda:0') (tensor(525.5974, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8449 (0.8494817902964931) | > loader_time: 0.0098 (0.010257920911235195)  --> TIME: 2025-05-09 23:53:44 -- STEP: 112/725 -- GLOBAL_STEP: 187350 | > loss_disc: 2.3083837032318115 (2.2187865291322972) | > loss_disc_real_0: 0.1384597271680832 (0.14271461684256792) | > loss_disc_real_1: 0.20067879557609558 (0.19354944263717958) | > loss_disc_real_2: 0.19670848548412323 (0.18807654548436398) | > loss_disc_real_3: 0.18115627765655518 (0.20552075800618955) | > loss_disc_real_4: 0.19673970341682434 (0.19701915247631926) | > loss_disc_real_5: 0.2214038223028183 (0.20603532583585807) | > loss_0: 2.3083837032318115 (2.2187865291322972) | > grad_norm_0: tensor(17.6242, device='cuda:0') (tensor(26.3170, device='cuda:0')) | > loss_gen: 2.523493766784668 (2.752028420567512) | > loss_kl: 1.6650944948196411 (1.7428611538239889) | > loss_feat: 6.229250907897949 (8.237082741090228) | > loss_mel: 10.864594459533691 (13.258751247610364) | > loss_duration: 1.6794599294662476 (1.69176200990166) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.96189308166504 (27.68248552935464) | > grad_norm_1: tensor(576.0096, device='cuda:0') (tensor(558.8702, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8132 (0.8513122349977493) | > loader_time: 0.0104 (0.010194446359361923)  --> TIME: 2025-05-09 23:54:28 -- STEP: 162/725 -- GLOBAL_STEP: 187400 | > loss_disc: 2.0596261024475098 (2.2141434160279636) | > loss_disc_real_0: 0.12617360055446625 (0.1420544963100075) | > loss_disc_real_1: 0.17803411185741425 (0.1931151587654044) | > loss_disc_real_2: 0.19955512881278992 (0.1873994277399263) | > loss_disc_real_3: 0.20745359361171722 (0.2050333116893415) | > loss_disc_real_4: 0.18825654685497284 (0.19741265291785018) | > loss_disc_real_5: 0.1695122867822647 (0.20438960792473804) | > loss_0: 2.0596261024475098 (2.2141434160279636) | > grad_norm_0: tensor(34.3158, device='cuda:0') (tensor(27.7539, device='cuda:0')) | > loss_gen: 3.1535000801086426 (2.7648366189297318) | > loss_kl: 1.6375479698181152 (1.7476511737446723) | > loss_feat: 9.913965225219727 (8.254886889163362) | > loss_mel: 14.831953048706055 (13.25655634609269) | > loss_duration: 1.6510268449783325 (1.6916241380903456) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.1879940032959 (27.715555096849982) | > grad_norm_1: tensor(880.0022, device='cuda:0') (tensor(571.0840, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8297 (0.8525613178441553) | > loader_time: 0.0112 (0.010107698263945407)  --> TIME: 2025-05-09 23:55:11 -- STEP: 212/725 -- GLOBAL_STEP: 187450 | > loss_disc: 2.2795445919036865 (2.2117776848235233) | > loss_disc_real_0: 0.17168712615966797 (0.14082184096552292) | > loss_disc_real_1: 0.17184856534004211 (0.19278772695446922) | > loss_disc_real_2: 0.17931781709194183 (0.18767717297909395) | > loss_disc_real_3: 0.199030339717865 (0.20493360686133494) | > loss_disc_real_4: 0.21603459119796753 (0.1976221853269721) | > loss_disc_real_5: 0.2359931915998459 (0.20489688414447713) | > loss_0: 2.2795445919036865 (2.2117776848235233) | > grad_norm_0: tensor(27.7287, device='cuda:0') (tensor(27.2516, device='cuda:0')) | > loss_gen: 2.6959052085876465 (2.764448086045821) | > loss_kl: 1.6159546375274658 (1.7374916442160333) | > loss_feat: 7.69061279296875 (8.274043575772696) | > loss_mel: 12.774317741394043 (13.315857032559949) | > loss_duration: 1.6948755979537964 (1.691529077179027) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.47166633605957 (27.78336937022659) | > grad_norm_1: tensor(583.4908, device='cuda:0') (tensor(573.7997, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8382 (0.8516362793040726) | > loader_time: 0.0097 (0.01005767089016033)  --> TIME: 2025-05-09 23:55:53 -- STEP: 262/725 -- GLOBAL_STEP: 187500 | > loss_disc: 2.2436087131500244 (2.2164325814210755) | > loss_disc_real_0: 0.13712550699710846 (0.14417212291528242) | > loss_disc_real_1: 0.20663319528102875 (0.19298452605272984) | > loss_disc_real_2: 0.19510895013809204 (0.18764881818121626) | > loss_disc_real_3: 0.2196350246667862 (0.20522373215160297) | > loss_disc_real_4: 0.189869225025177 (0.1974725496336704) | > loss_disc_real_5: 0.207039475440979 (0.20579346826740805) | > loss_0: 2.2436087131500244 (2.2164325814210755) | > grad_norm_0: tensor(34.3179, device='cuda:0') (tensor(27.4934, device='cuda:0')) | > loss_gen: 2.6774792671203613 (2.76342935325535) | > loss_kl: 1.8316603899002075 (1.7320101656986555) | > loss_feat: 7.90239143371582 (8.262269121999955) | > loss_mel: 12.337811470031738 (13.307332286397916) | > loss_duration: 1.6688874959945679 (1.6924059554820752) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.418230056762695 (27.757446878738985) | > grad_norm_1: tensor(317.9016, device='cuda:0') (tensor(591.9411, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8776 (0.8494998698926154) | > loader_time: 0.0099 (0.010033903231147594)  --> TIME: 2025-05-09 23:56:36 -- STEP: 312/725 -- GLOBAL_STEP: 187550 | > loss_disc: 2.196760892868042 (2.213889225935327) | > loss_disc_real_0: 0.1491880714893341 (0.14379986771979383) | > loss_disc_real_1: 0.19505177438259125 (0.1928432769595813) | > loss_disc_real_2: 0.1603948473930359 (0.18775223931058851) | > loss_disc_real_3: 0.1842113435268402 (0.20487368976076445) | > loss_disc_real_4: 0.15609562397003174 (0.19725385484978175) | > loss_disc_real_5: 0.21334208548069 (0.20522326426819346) | > loss_0: 2.196760892868042 (2.213889225935327) | > grad_norm_0: tensor(47.0906, device='cuda:0') (tensor(28.5452, device='cuda:0')) | > loss_gen: 2.6532187461853027 (2.7696763628568397) | > loss_kl: 1.6568857431411743 (1.7223194929269643) | > loss_feat: 8.145228385925293 (8.28888533054254) | > loss_mel: 13.33478832244873 (13.335513833241585) | > loss_duration: 1.7140910625457764 (1.691179513549193) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.50421142578125 (27.807574541140827) | > grad_norm_1: tensor(909.5294, device='cuda:0') (tensor(608.4914, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8441 (0.8488594232461393) | > loader_time: 0.0098 (0.010040039435411107)  --> TIME: 2025-05-09 23:57:19 -- STEP: 362/725 -- GLOBAL_STEP: 187600 | > loss_disc: 2.0805773735046387 (2.2130293793441225) | > loss_disc_real_0: 0.13471528887748718 (0.14302201523800565) | > loss_disc_real_1: 0.2060508131980896 (0.19266638888344592) | > loss_disc_real_2: 0.23062945902347565 (0.18801208408497957) | > loss_disc_real_3: 0.217652827501297 (0.2049756058342549) | > loss_disc_real_4: 0.17022252082824707 (0.19732257707342918) | > loss_disc_real_5: 0.19277024269104004 (0.20489662737477546) | > loss_0: 2.0805773735046387 (2.2130293793441225) | > grad_norm_0: tensor(26.2464, device='cuda:0') (tensor(28.6537, device='cuda:0')) | > loss_gen: 3.059737205505371 (2.770116687479597) | > loss_kl: 1.7663935422897339 (1.7251658518670014) | > loss_feat: 9.55768871307373 (8.276187994203514) | > loss_mel: 14.431522369384766 (13.301597832316194) | > loss_duration: 1.6491351127624512 (1.6901136959455287) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.4644775390625 (27.763182039418933) | > grad_norm_1: tensor(817.6406, device='cuda:0') (tensor(620.9397, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8451 (0.8483964711921651) | > loader_time: 0.0109 (0.01001652894099113)  --> TIME: 2025-05-09 23:58:02 -- STEP: 412/725 -- GLOBAL_STEP: 187650 | > loss_disc: 2.2922701835632324 (2.2091058909314363) | > loss_disc_real_0: 0.19065503776073456 (0.142595423855683) | > loss_disc_real_1: 0.1700059324502945 (0.19249083116216578) | > loss_disc_real_2: 0.18476754426956177 (0.18745050235714714) | > loss_disc_real_3: 0.16986528038978577 (0.20456691042890826) | > loss_disc_real_4: 0.21676191687583923 (0.19708076072404684) | > loss_disc_real_5: 0.19799986481666565 (0.20467022187935494) | > loss_0: 2.2922701835632324 (2.2091058909314363) | > grad_norm_0: tensor(42.3213, device='cuda:0') (tensor(29.1129, device='cuda:0')) | > loss_gen: 2.4464499950408936 (2.7727549498520996) | > loss_kl: 1.8503261804580688 (1.7296803825109908) | > loss_feat: 7.3742995262146 (8.283919262654575) | > loss_mel: 11.68504524230957 (13.290444881013297) | > loss_duration: 1.6964443922042847 (1.6904584134666663) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.05256462097168 (27.76725785709122) | > grad_norm_1: tensor(676.2725, device='cuda:0') (tensor(630.2979, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8566 (0.8481026615911319) | > loader_time: 0.01 (0.010046582777523287)  --> TIME: 2025-05-09 23:58:45 -- STEP: 462/725 -- GLOBAL_STEP: 187700 | > loss_disc: 2.2641987800598145 (2.20896637800968) | > loss_disc_real_0: 0.07550601661205292 (0.14197096165705028) | > loss_disc_real_1: 0.20342504978179932 (0.1923876804384319) | > loss_disc_real_2: 0.21975427865982056 (0.1878069857562774) | > loss_disc_real_3: 0.20283161103725433 (0.20439395576199412) | > loss_disc_real_4: 0.18636436760425568 (0.19699844453499946) | > loss_disc_real_5: 0.16562040150165558 (0.20474316579696933) | > loss_0: 2.2641987800598145 (2.20896637800968) | > grad_norm_0: tensor(17.4116, device='cuda:0') (tensor(29.2544, device='cuda:0')) | > loss_gen: 2.601332664489746 (2.7730396433826123) | > loss_kl: 1.4443773031234741 (1.7291312277059019) | > loss_feat: 8.016838073730469 (8.289701087134222) | > loss_mel: 13.339323043823242 (13.285314303971989) | > loss_duration: 1.7048168182373047 (1.6901589657837175) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.106687545776367 (27.767345193144564) | > grad_norm_1: tensor(657.2590, device='cuda:0') (tensor(635.2711, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.7944 (0.8470038459414528) | > loader_time: 0.01 (0.010005073629932474)  --> TIME: 2025-05-09 23:59:28 -- STEP: 512/725 -- GLOBAL_STEP: 187750 | > loss_disc: 2.349531888961792 (2.212741158436984) | > loss_disc_real_0: 0.17754176259040833 (0.1427233615104341) | > loss_disc_real_1: 0.16882959008216858 (0.19251949238241658) | > loss_disc_real_2: 0.20298196375370026 (0.1882899158517829) | > loss_disc_real_3: 0.21156081557273865 (0.2046550901432056) | > loss_disc_real_4: 0.20120297372341156 (0.19748504130984657) | > loss_disc_real_5: 0.20510350167751312 (0.20418149814940986) | > loss_0: 2.349531888961792 (2.212741158436984) | > grad_norm_0: tensor(25.9313, device='cuda:0') (tensor(29.6824, device='cuda:0')) | > loss_gen: 2.600100517272949 (2.7709905016236) | > loss_kl: 1.580487608909607 (1.7270232066512108) | > loss_feat: 6.841253280639648 (8.258640675805504) | > loss_mel: 11.891891479492188 (13.264014292508364) | > loss_duration: 1.6449475288391113 (1.6907525255810467) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.55868148803711 (27.71142116189003) | > grad_norm_1: tensor(280.3170, device='cuda:0') (tensor(635.8914, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8392 (0.8468028558418156) | > loader_time: 0.0095 (0.010012210346758355)  --> TIME: 2025-05-10 00:00:11 -- STEP: 562/725 -- GLOBAL_STEP: 187800 | > loss_disc: 2.268173933029175 (2.2143820596335195) | > loss_disc_real_0: 0.15104621648788452 (0.14253200145166534) | > loss_disc_real_1: 0.20309719443321228 (0.1928197233490249) | > loss_disc_real_2: 0.20693480968475342 (0.18850589228058195) | > loss_disc_real_3: 0.2305445671081543 (0.2048881881973073) | > loss_disc_real_4: 0.18736456334590912 (0.1974997821651744) | > loss_disc_real_5: 0.20862649381160736 (0.20460109349035283) | > loss_0: 2.268173933029175 (2.2143820596335195) | > grad_norm_0: tensor(35.8395, device='cuda:0') (tensor(29.4541, device='cuda:0')) | > loss_gen: 2.569566488265991 (2.7678696137730334) | > loss_kl: 1.7741200923919678 (1.7320699759649631) | > loss_feat: 7.809430122375488 (8.244207144632027) | > loss_mel: 11.768783569335938 (13.259893079669451) | > loss_duration: 1.64963698387146 (1.6905433223765096) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.571537017822266 (27.69458310544703) | > grad_norm_1: tensor(775.5117, device='cuda:0') (tensor(634.1546, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8871 (0.8470147657224717) | > loader_time: 0.0093 (0.00999797620807253)  --> TIME: 2025-05-10 00:00:54 -- STEP: 612/725 -- GLOBAL_STEP: 187850 | > loss_disc: 2.149221181869507 (2.2131553487060898) | > loss_disc_real_0: 0.155129075050354 (0.14212569774560666) | > loss_disc_real_1: 0.20847073197364807 (0.19264312570585937) | > loss_disc_real_2: 0.2041289359331131 (0.18832774988673864) | > loss_disc_real_3: 0.22143961489200592 (0.2049433966623803) | > loss_disc_real_4: 0.21216019988059998 (0.1974772064903982) | > loss_disc_real_5: 0.18545939028263092 (0.20472561894289018) | > loss_0: 2.149221181869507 (2.2131553487060898) | > grad_norm_0: tensor(23.4615, device='cuda:0') (tensor(29.4967, device='cuda:0')) | > loss_gen: 2.979395866394043 (2.768427443660162) | > loss_kl: 1.5736056566238403 (1.7334048896054037) | > loss_feat: 8.86349868774414 (8.254902819402846) | > loss_mel: 13.581075668334961 (13.272605772891081) | > loss_duration: 1.6156644821166992 (1.6900705042617772) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.613243103027344 (27.71941141988717) | > grad_norm_1: tensor(619.6708, device='cuda:0') (tensor(637.9789, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.7952 (0.8468460351033926) | > loader_time: 0.0091 (0.009996910500370593)  --> TIME: 2025-05-10 00:01:37 -- STEP: 662/725 -- GLOBAL_STEP: 187900 | > loss_disc: 2.1744883060455322 (2.2126719121486413) | > loss_disc_real_0: 0.12154446542263031 (0.14227241254059914) | > loss_disc_real_1: 0.19475148618221283 (0.19251742747435047) | > loss_disc_real_2: 0.18466532230377197 (0.18828098192315798) | > loss_disc_real_3: 0.22362759709358215 (0.20508021127511375) | > loss_disc_real_4: 0.19222545623779297 (0.19738056022234904) | > loss_disc_real_5: 0.22643527388572693 (0.20454248286265972) | > loss_0: 2.1744883060455322 (2.2126719121486413) | > grad_norm_0: tensor(29.9530, device='cuda:0') (tensor(29.7341, device='cuda:0')) | > loss_gen: 2.7052693367004395 (2.7703242579255583) | > loss_kl: 1.8264086246490479 (1.7350722985325262) | > loss_feat: 8.447495460510254 (8.255745107673789) | > loss_mel: 13.770906448364258 (13.283803735254759) | > loss_duration: 1.719616413116455 (1.6904322404155558) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.469696044921875 (27.735377631518777) | > grad_norm_1: tensor(839.6134, device='cuda:0') (tensor(638.6564, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8818 (0.8463780231706324) | > loader_time: 0.0105 (0.010009244129376824)  --> TIME: 2025-05-10 00:02:20 -- STEP: 712/725 -- GLOBAL_STEP: 187950 | > loss_disc: 2.0370662212371826 (2.2125365936689168) | > loss_disc_real_0: 0.1359338015317917 (0.14211609172687095) | > loss_disc_real_1: 0.1488068848848343 (0.1925585094546335) | > loss_disc_real_2: 0.19936954975128174 (0.18823473260141482) | > loss_disc_real_3: 0.1809898316860199 (0.20504158978047005) | > loss_disc_real_4: 0.17787347733974457 (0.1972631285113564) | > loss_disc_real_5: 0.18205009400844574 (0.20452110488177008) | > loss_0: 2.0370662212371826 (2.2125365936689168) | > grad_norm_0: tensor(50.1877, device='cuda:0') (tensor(29.6024, device='cuda:0')) | > loss_gen: 2.982780694961548 (2.7698417667592516) | > loss_kl: 1.880750060081482 (1.7365207797690723) | > loss_feat: 9.262134552001953 (8.261487226807652) | > loss_mel: 15.500517845153809 (13.284596850363062) | > loss_duration: 1.6974785327911377 (1.6900711171747593) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.32366180419922 (27.74251774187838) | > grad_norm_1: tensor(719.2765, device='cuda:0') (tensor(637.2629, device='cuda:0')) | > current_lr_0: 0.00019518363687557043 | > current_lr_1: 0.00019518363687557043 | > step_time: 0.8146 (0.8465094492676551) | > loader_time: 0.0097 (0.010008769088916559)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.33170223236084 (2.33170223236084) | > loss_disc_real_0: 0.10258013755083084 (0.10258013755083084) | > loss_disc_real_1: 0.1733703911304474 (0.1733703911304474) | > loss_disc_real_2: 0.2224295437335968 (0.2224295437335968) | > loss_disc_real_3: 0.21060457825660706 (0.21060457825660706) | > loss_disc_real_4: 0.19266624748706818 (0.19266624748706818) | > loss_disc_real_5: 0.24584686756134033 (0.24584686756134033) | > loss_0: 2.33170223236084 (2.33170223236084) | > loss_gen: 2.3919901847839355 (2.3919901847839355) | > loss_kl: 1.9389668703079224 (1.9389668703079224) | > loss_feat: 8.383793830871582 (8.383793830871582) | > loss_mel: 13.719457626342773 (13.719457626342773) | > loss_duration: 1.698736310005188 (1.698736310005188) | > loss_1: 28.132944107055664 (28.132944107055664)  --> STEP: 1 | > loss_disc: 2.168259620666504 (2.168259620666504) | > loss_disc_real_0: 0.09804780781269073 (0.09804780781269073) | > loss_disc_real_1: 0.1567913293838501 (0.1567913293838501) | > loss_disc_real_2: 0.23396985232830048 (0.23396985232830048) | > loss_disc_real_3: 0.18234005570411682 (0.18234005570411682) | > loss_disc_real_4: 0.17523208260536194 (0.17523208260536194) | > loss_disc_real_5: 0.21009385585784912 (0.21009385585784912) | > loss_0: 2.168259620666504 (2.168259620666504) | > loss_gen: 2.5307023525238037 (2.5307023525238037) | > loss_kl: 2.18715763092041 (2.18715763092041) | > loss_feat: 8.880306243896484 (8.880306243896484) | > loss_mel: 15.383517265319824 (15.383517265319824) | > loss_duration: 1.7808213233947754 (1.7808213233947754) | > loss_1: 30.76250457763672 (30.76250457763672)  --> STEP: 2 | > loss_disc: 2.3490514755249023 (2.258655548095703) | > loss_disc_real_0: 0.10056909918785095 (0.09930845350027084) | > loss_disc_real_1: 0.17478600144386292 (0.1657886654138565) | > loss_disc_real_2: 0.21261528134346008 (0.22329256683588028) | > loss_disc_real_3: 0.2112942934036255 (0.19681717455387115) | > loss_disc_real_4: 0.17955365777015686 (0.1773928701877594) | > loss_disc_real_5: 0.2635308504104614 (0.23681235313415527) | > loss_0: 2.3490514755249023 (2.258655548095703) | > loss_gen: 2.312260627746582 (2.421481490135193) | > loss_kl: 1.9286386966705322 (2.057898163795471) | > loss_feat: 7.897433757781982 (8.388870000839233) | > loss_mel: 13.733277320861816 (14.55839729309082) | > loss_duration: 1.8307511806488037 (1.8057862520217896) | > loss_1: 27.702360153198242 (29.23243236541748)  --> STEP: 3 | > loss_disc: 2.314335584640503 (2.277215560277303) | > loss_disc_real_0: 0.09947723895311356 (0.09936471531788509) | > loss_disc_real_1: 0.18320967257022858 (0.17159566779931387) | > loss_disc_real_2: 0.21967047452926636 (0.22208520273367563) | > loss_disc_real_3: 0.1878693401813507 (0.19383456309636435) | > loss_disc_real_4: 0.18570654094219208 (0.18016409377257028) | > loss_disc_real_5: 0.25090545415878296 (0.24151005347569784) | > loss_0: 2.314335584640503 (2.277215560277303) | > loss_gen: 2.3852603435516357 (2.4094077746073403) | > loss_kl: 1.9879239797592163 (2.0345734357833862) | > loss_feat: 8.06293773651123 (8.280225912729898) | > loss_mel: 13.843744277954102 (14.32017962137858) | > loss_duration: 1.8003082275390625 (1.8039602438608806) | > loss_1: 28.08017349243164 (28.8483460744222)  --> STEP: 4 | > loss_disc: 2.1978931427001953 (2.257384955883026) | > loss_disc_real_0: 0.0898934006690979 (0.09699688665568829) | > loss_disc_real_1: 0.1646924912929535 (0.16986987367272377) | > loss_disc_real_2: 0.1913183182477951 (0.2143934816122055) | > loss_disc_real_3: 0.20395664870738983 (0.1963650844991207) | > loss_disc_real_4: 0.19501900672912598 (0.1838778220117092) | > loss_disc_real_5: 0.20296268165111542 (0.23187321051955223) | > loss_0: 2.1978931427001953 (2.257384955883026) | > loss_gen: 2.392141819000244 (2.4050912857055664) | > loss_kl: 2.0002055168151855 (2.025981456041336) | > loss_feat: 7.963260650634766 (8.200984597206116) | > loss_mel: 13.859668731689453 (14.205051898956299) | > loss_duration: 1.734997034072876 (1.7867194414138794) | > loss_1: 27.950273513793945 (28.623827934265137) --> EVAL PERFORMANCE | > avg_loader_time: 0.2804816961288452 (+0.0009098052978515625) | > avg_loss_disc: 2.257384955883026 (-0.032300591468811035) | > avg_loss_disc_real_0: 0.09699688665568829 (-0.046010201796889305) | > avg_loss_disc_real_1: 0.16986987367272377 (-0.012640796601772308) | > avg_loss_disc_real_2: 0.2143934816122055 (+0.04159783571958542) | > avg_loss_disc_real_3: 0.1963650844991207 (-0.02628541737794876) | > avg_loss_disc_real_4: 0.1838778220117092 (-0.08547784760594368) | > avg_loss_disc_real_5: 0.23187321051955223 (-0.03209510073065758) | > avg_loss_0: 2.257384955883026 (-0.032300591468811035) | > avg_loss_gen: 2.4050912857055664 (-0.21277642250061035) | > avg_loss_kl: 2.025981456041336 (+0.13242751359939575) | > avg_loss_feat: 8.200984597206116 (+0.2835829257965088) | > avg_loss_mel: 14.205051898956299 (+0.7454450130462646) | > avg_loss_duration: 1.7867194414138794 (-0.002879887819290161) | > avg_loss_1: 28.623827934265137 (+0.945798397064209)  > EPOCH: 196/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 00:02:37)   --> TIME: 2025-05-10 00:03:11 -- STEP: 37/725 -- GLOBAL_STEP: 188000 | > loss_disc: 2.255593776702881 (2.2448862758842676) | > loss_disc_real_0: 0.1377459317445755 (0.14523313758341042) | > loss_disc_real_1: 0.1857585459947586 (0.19533038582350756) | > loss_disc_real_2: 0.18138906359672546 (0.19252205619940888) | > loss_disc_real_3: 0.18601545691490173 (0.20457467195150014) | > loss_disc_real_4: 0.19178460538387299 (0.19907217895662463) | > loss_disc_real_5: 0.1930568367242813 (0.20689532644039876) | > loss_0: 2.255593776702881 (2.2448862758842676) | > grad_norm_0: tensor(53.3014, device='cuda:0') (tensor(29.8196, device='cuda:0')) | > loss_gen: 2.5838723182678223 (2.7456248386486157) | > loss_kl: 1.7593977451324463 (1.7732341708363712) | > loss_feat: 7.686584949493408 (8.142623437417518) | > loss_mel: 12.253446578979492 (13.262959145210885) | > loss_duration: 1.6849145889282227 (1.6899932300722278) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.968215942382812 (27.614434731973184) | > grad_norm_1: tensor(526.2949, device='cuda:0') (tensor(599.9286, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8516 (0.8446188037459915) | > loader_time: 0.01 (0.010468631177335172) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_188000.pth  --> TIME: 2025-05-10 00:03:57 -- STEP: 87/725 -- GLOBAL_STEP: 188050 | > loss_disc: 2.3610620498657227 (2.227554630959171) | > loss_disc_real_0: 0.14062698185443878 (0.14258261196229646) | > loss_disc_real_1: 0.20331993699073792 (0.19410869427796068) | > loss_disc_real_2: 0.18834006786346436 (0.1914773405283348) | > loss_disc_real_3: 0.19779279828071594 (0.2047350113761836) | > loss_disc_real_4: 0.21199989318847656 (0.19937984628238897) | > loss_disc_real_5: 0.21646001935005188 (0.20615343064412303) | > loss_0: 2.3610620498657227 (2.227554630959171) | > grad_norm_0: tensor(15.2501, device='cuda:0') (tensor(28.7914, device='cuda:0')) | > loss_gen: 2.3467469215393066 (2.756910173372291) | > loss_kl: 1.7050981521606445 (1.758093931209082) | > loss_feat: 6.656806468963623 (8.18733856595796) | > loss_mel: 10.994684219360352 (13.227420390337363) | > loss_duration: 1.6647701263427734 (1.6902521286887684) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.368104934692383 (27.620015264927655) | > grad_norm_1: tensor(454.9888, device='cuda:0') (tensor(605.7036, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8288 (0.8568777352914043) | > loader_time: 0.0103 (0.010239957392900838)  --> TIME: 2025-05-10 00:04:41 -- STEP: 137/725 -- GLOBAL_STEP: 188100 | > loss_disc: 2.0632004737854004 (2.2149366166469835) | > loss_disc_real_0: 0.20284906029701233 (0.14146729150827772) | > loss_disc_real_1: 0.16913770139217377 (0.1933264044949608) | > loss_disc_real_2: 0.1463513970375061 (0.18950368246457877) | > loss_disc_real_3: 0.2177876979112625 (0.20475459142322958) | > loss_disc_real_4: 0.18445415794849396 (0.19782715024304215) | > loss_disc_real_5: 0.1505463719367981 (0.20342876887234457) | > loss_0: 2.0632004737854004 (2.2149366166469835) | > grad_norm_0: tensor(60.0978, device='cuda:0') (tensor(30.3000, device='cuda:0')) | > loss_gen: 3.0627150535583496 (2.7737886766447644) | > loss_kl: 1.7414522171020508 (1.7376940407022072) | > loss_feat: 8.863475799560547 (8.228963368130426) | > loss_mel: 13.25412368774414 (13.230891561856234) | > loss_duration: 1.6813580989837646 (1.689920941408533) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.603124618530273 (27.661258683587512) | > grad_norm_1: tensor(587.8662, device='cuda:0') (tensor(623.1495, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8248 (0.8557990763309228) | > loader_time: 0.0095 (0.010124436260139851)  --> TIME: 2025-05-10 00:05:24 -- STEP: 187/725 -- GLOBAL_STEP: 188150 | > loss_disc: 2.1759603023529053 (2.2147982413756018) | > loss_disc_real_0: 0.14287501573562622 (0.14150641292811708) | > loss_disc_real_1: 0.19592857360839844 (0.19352190539161152) | > loss_disc_real_2: 0.2065373957157135 (0.18925355645743291) | > loss_disc_real_3: 0.1599629670381546 (0.2048414528848016) | > loss_disc_real_4: 0.15156956017017365 (0.1977072492799657) | > loss_disc_real_5: 0.1752706915140152 (0.20354507640402578) | > loss_0: 2.1759603023529053 (2.2147982413756018) | > grad_norm_0: tensor(35.8384, device='cuda:0') (tensor(29.8984, device='cuda:0')) | > loss_gen: 2.8054239749908447 (2.7728065233179606) | > loss_kl: 1.784839153289795 (1.7358830268370276) | > loss_feat: 9.791788101196289 (8.23950503344205) | > loss_mel: 15.66175365447998 (13.25140204404127) | > loss_duration: 1.7055819034576416 (1.6905564407613827) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.749385833740234 (27.69015309134906) | > grad_norm_1: tensor(392.0566, device='cuda:0') (tensor(627.0784, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8598 (0.8540909430559944) | > loader_time: 0.0096 (0.0100571305994044)  --> TIME: 2025-05-10 00:06:07 -- STEP: 237/725 -- GLOBAL_STEP: 188200 | > loss_disc: 2.20416522026062 (2.213748037563597) | > loss_disc_real_0: 0.18129862844944 (0.1407235213221377) | > loss_disc_real_1: 0.2103918045759201 (0.1934553705438783) | > loss_disc_real_2: 0.19450856745243073 (0.189022707033761) | > loss_disc_real_3: 0.20441444218158722 (0.20481449170706145) | > loss_disc_real_4: 0.20733724534511566 (0.1978969880800207) | > loss_disc_real_5: 0.19687026739120483 (0.20424940440222175) | > loss_0: 2.20416522026062 (2.213748037563597) | > grad_norm_0: tensor(46.8048, device='cuda:0') (tensor(29.3323, device='cuda:0')) | > loss_gen: 2.9992482662200928 (2.7711285196779154) | > loss_kl: 1.816786527633667 (1.740777018703992) | > loss_feat: 8.87558364868164 (8.241512950462633) | > loss_mel: 14.809524536132812 (13.286466248427764) | > loss_duration: 1.683667540550232 (1.6901693193218377) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.184812545776367 (27.730054090797644) | > grad_norm_1: tensor(757.3557, device='cuda:0') (tensor(623.1626, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8124 (0.8543598521107862) | > loader_time: 0.009 (0.010052239341574882)  --> TIME: 2025-05-10 00:06:50 -- STEP: 287/725 -- GLOBAL_STEP: 188250 | > loss_disc: 2.193166732788086 (2.2147513490936066) | > loss_disc_real_0: 0.12416509538888931 (0.14263489310230526) | > loss_disc_real_1: 0.20420251786708832 (0.19345745584482926) | > loss_disc_real_2: 0.16911639273166656 (0.1891436989091415) | > loss_disc_real_3: 0.20942018926143646 (0.2050945461315561) | > loss_disc_real_4: 0.18679212033748627 (0.1975948541110401) | > loss_disc_real_5: 0.20577028393745422 (0.20364819965503766) | > loss_0: 2.193166732788086 (2.2147513490936066) | > grad_norm_0: tensor(19.0657, device='cuda:0') (tensor(29.7439, device='cuda:0')) | > loss_gen: 2.6917989253997803 (2.7705424953420827) | > loss_kl: 1.6391392946243286 (1.735430835016098) | > loss_feat: 7.708409786224365 (8.261273854285585) | > loss_mel: 12.674370765686035 (13.330928230950226) | > loss_duration: 1.7003313302993774 (1.6903342793627487) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.41404914855957 (27.78850974770788) | > grad_norm_1: tensor(754.3209, device='cuda:0') (tensor(615.0659, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8094 (0.852016947410663) | > loader_time: 0.0093 (0.010041594089946681)  --> TIME: 2025-05-10 00:07:33 -- STEP: 337/725 -- GLOBAL_STEP: 188300 | > loss_disc: 2.250743865966797 (2.2104380385458304) | > loss_disc_real_0: 0.15412679314613342 (0.1415014408904649) | > loss_disc_real_1: 0.18705667555332184 (0.19293189849096518) | > loss_disc_real_2: 0.20287154614925385 (0.18884815456959186) | > loss_disc_real_3: 0.18764354288578033 (0.20492571694030257) | > loss_disc_real_4: 0.19745764136314392 (0.19770803808812226) | > loss_disc_real_5: 0.196186825633049 (0.20287337036974698) | > loss_0: 2.250743865966797 (2.2104380385458304) | > grad_norm_0: tensor(25.3603, device='cuda:0') (tensor(29.6858, device='cuda:0')) | > loss_gen: 2.6397347450256348 (2.7735442528031333) | > loss_kl: 1.7280707359313965 (1.7321624168656349) | > loss_feat: 6.973185062408447 (8.277124741664627) | > loss_mel: 12.290558815002441 (13.308999457769646) | > loss_duration: 1.6510416269302368 (1.6890466241525266) | > amp_scaler: 256.0 (256.75964391691394) | > loss_1: 25.282588958740234 (27.780877551975873) | > grad_norm_1: tensor(206.2699, device='cuda:0') (tensor(617.5499, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8786 (0.8522019131601034) | > loader_time: 0.0097 (0.009984646069897386)  --> TIME: 2025-05-10 00:08:17 -- STEP: 387/725 -- GLOBAL_STEP: 188350 | > loss_disc: 2.366015911102295 (2.209912138083801) | > loss_disc_real_0: 0.1100243479013443 (0.14092286674243212) | > loss_disc_real_1: 0.20409171283245087 (0.1930521989592594) | > loss_disc_real_2: 0.1947966068983078 (0.18878903326600094) | > loss_disc_real_3: 0.17462344467639923 (0.20513702825058341) | > loss_disc_real_4: 0.1758926808834076 (0.19747305459292366) | > loss_disc_real_5: 0.22168004512786865 (0.20277803447049403) | > loss_0: 2.366015911102295 (2.209912138083801) | > grad_norm_0: tensor(25.9738, device='cuda:0') (tensor(29.3485, device='cuda:0')) | > loss_gen: 2.4463982582092285 (2.7697670823227822) | > loss_kl: 1.5344922542572021 (1.7332321189786732) | > loss_feat: 6.90436315536499 (8.253649137432875) | > loss_mel: 12.081754684448242 (13.262846416897242) | > loss_duration: 1.771885871887207 (1.6891232242263878) | > amp_scaler: 256.0 (256.6614987080103) | > loss_1: 24.738895416259766 (27.708618040848766) | > grad_norm_1: tensor(189.6629, device='cuda:0') (tensor(621.8242, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8461 (0.8522809697676075) | > loader_time: 0.0117 (0.009970546076772127)  --> TIME: 2025-05-10 00:09:00 -- STEP: 437/725 -- GLOBAL_STEP: 188400 | > loss_disc: 2.3577423095703125 (2.2094781625189026) | > loss_disc_real_0: 0.15962755680084229 (0.14039078165587335) | > loss_disc_real_1: 0.18730270862579346 (0.19286504970944446) | > loss_disc_real_2: 0.2079685777425766 (0.18872450711525274) | > loss_disc_real_3: 0.2031133770942688 (0.20521519137056254) | > loss_disc_real_4: 0.22897301614284515 (0.19786738299123216) | > loss_disc_real_5: 0.24437493085861206 (0.20309116457774376) | > loss_0: 2.3577423095703125 (2.2094781625189026) | > grad_norm_0: tensor(27.0074, device='cuda:0') (tensor(29.2184, device='cuda:0')) | > loss_gen: 2.6322176456451416 (2.7702725812008495) | > loss_kl: 1.8616360425949097 (1.7243829608236354) | > loss_feat: 7.569867134094238 (8.256574122256493) | > loss_mel: 12.785513877868652 (13.265024610733274) | > loss_duration: 1.6345123052597046 (1.6890446018572536) | > amp_scaler: 256.0 (256.58581235697943) | > loss_1: 26.483747482299805 (27.705298914789335) | > grad_norm_1: tensor(289.5916, device='cuda:0') (tensor(629.8135, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8839 (0.8523528750482904) | > loader_time: 0.01 (0.009964437724796526)  --> TIME: 2025-05-10 00:09:43 -- STEP: 487/725 -- GLOBAL_STEP: 188450 | > loss_disc: 2.359316349029541 (2.2111027791514806) | > loss_disc_real_0: 0.12473208457231522 (0.14069594580534775) | > loss_disc_real_1: 0.18812091648578644 (0.19279361976735157) | > loss_disc_real_2: 0.18914858996868134 (0.1888139099800611) | > loss_disc_real_3: 0.1946399211883545 (0.2052321430655231) | > loss_disc_real_4: 0.1781199723482132 (0.19805929334011907) | > loss_disc_real_5: 0.21527016162872314 (0.20334085179550196) | > loss_0: 2.359316349029541 (2.2111027791514806) | > grad_norm_0: tensor(19.8211, device='cuda:0') (tensor(29.4209, device='cuda:0')) | > loss_gen: 2.3740453720092773 (2.770084833951945) | > loss_kl: 1.7409807443618774 (1.724867738003114) | > loss_feat: 6.640127182006836 (8.257137445453749) | > loss_mel: 11.5198974609375 (13.286004180046564) | > loss_duration: 1.6734182834625244 (1.6893080622263763) | > amp_scaler: 256.0 (256.5256673511293) | > loss_1: 23.948469161987305 (27.727402305211374) | > grad_norm_1: tensor(170.9539, device='cuda:0') (tensor(629.3260, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8153 (0.8518498227826379) | > loader_time: 0.009 (0.009934773924903944)  --> TIME: 2025-05-10 00:10:26 -- STEP: 537/725 -- GLOBAL_STEP: 188500 | > loss_disc: 2.344285488128662 (2.21323962873143) | > loss_disc_real_0: 0.1152840405702591 (0.14106806570202707) | > loss_disc_real_1: 0.18741455674171448 (0.19304782951344324) | > loss_disc_real_2: 0.1929391324520111 (0.18906610002619817) | > loss_disc_real_3: 0.2094271034002304 (0.20521505454510067) | > loss_disc_real_4: 0.19783376157283783 (0.19823174519911832) | > loss_disc_real_5: 0.19680842757225037 (0.203514123789869) | > loss_0: 2.344285488128662 (2.21323962873143) | > grad_norm_0: tensor(15.9208, device='cuda:0') (tensor(29.5193, device='cuda:0')) | > loss_gen: 2.520512819290161 (2.767396834531531) | > loss_kl: 1.6882226467132568 (1.7260347769025097) | > loss_feat: 7.799776554107666 (8.248162145277197) | > loss_mel: 12.899199485778809 (13.276405362887532) | > loss_duration: 1.7242149114608765 (1.6895101052644759) | > amp_scaler: 256.0 (256.47672253258816) | > loss_1: 26.631927490234375 (27.70750925927188) | > grad_norm_1: tensor(91.7868, device='cuda:0') (tensor(625.7740, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8457 (0.8513309014354116) | > loader_time: 0.0093 (0.0099102487333216)  --> TIME: 2025-05-10 00:11:09 -- STEP: 587/725 -- GLOBAL_STEP: 188550 | > loss_disc: 2.118333101272583 (2.212842168962327) | > loss_disc_real_0: 0.19516290724277496 (0.14090865140929934) | > loss_disc_real_1: 0.17357635498046875 (0.19314279400916476) | > loss_disc_real_2: 0.2082664519548416 (0.18899963227508426) | > loss_disc_real_3: 0.18636031448841095 (0.20525356726102162) | > loss_disc_real_4: 0.20808975398540497 (0.19831392945788395) | > loss_disc_real_5: 0.18344946205615997 (0.2034653236350168) | > loss_0: 2.118333101272583 (2.212842168962327) | > grad_norm_0: tensor(59.5009, device='cuda:0') (tensor(29.3834, device='cuda:0')) | > loss_gen: 2.8937394618988037 (2.767547595643103) | > loss_kl: 1.7865006923675537 (1.7263530896916308) | > loss_feat: 9.918538093566895 (8.245413470715034) | > loss_mel: 15.325573921203613 (13.263392742488412) | > loss_duration: 1.6651142835617065 (1.689218785531274) | > amp_scaler: 256.0 (256.43611584327056) | > loss_1: 31.589466094970703 (27.691925711688636) | > grad_norm_1: tensor(913.2208, device='cuda:0') (tensor(626.4839, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8602 (0.8510609911897521) | > loader_time: 0.0102 (0.009893743508516014)  --> TIME: 2025-05-10 00:11:52 -- STEP: 637/725 -- GLOBAL_STEP: 188600 | > loss_disc: 2.3506414890289307 (2.2129621425266373) | > loss_disc_real_0: 0.20959213376045227 (0.1407554912932064) | > loss_disc_real_1: 0.19376124441623688 (0.19318110363636878) | > loss_disc_real_2: 0.20764192938804626 (0.18909232430686387) | > loss_disc_real_3: 0.2309432178735733 (0.20518745138094976) | > loss_disc_real_4: 0.24441908299922943 (0.19807135303222617) | > loss_disc_real_5: 0.22257183492183685 (0.203758328147174) | > loss_0: 2.3506414890289307 (2.2129621425266373) | > grad_norm_0: tensor(50.6764, device='cuda:0') (tensor(29.3207, device='cuda:0')) | > loss_gen: 2.7783281803131104 (2.765521036773872) | > loss_kl: 1.7666975259780884 (1.7244760426846186) | > loss_feat: 7.91921854019165 (8.239076084394473) | > loss_mel: 13.123653411865234 (13.262506170587224) | > loss_duration: 1.6476936340332031 (1.6890340908730244) | > amp_scaler: 256.0 (256.40188383045495) | > loss_1: 27.235591888427734 (27.68061344440167) | > grad_norm_1: tensor(836.6904, device='cuda:0') (tensor(625.7380, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8266 (0.8507085475292836) | > loader_time: 0.0093 (0.009898480291082127)  --> TIME: 2025-05-10 00:12:35 -- STEP: 687/725 -- GLOBAL_STEP: 188650 | > loss_disc: 2.286975860595703 (2.21314878356162) | > loss_disc_real_0: 0.1135697215795517 (0.14068404294474476) | > loss_disc_real_1: 0.18345987796783447 (0.19316230028911094) | > loss_disc_real_2: 0.2035556137561798 (0.18906584889607667) | > loss_disc_real_3: 0.19365811347961426 (0.2051627788437853) | > loss_disc_real_4: 0.1875476986169815 (0.1979812171304766) | > loss_disc_real_5: 0.18534165620803833 (0.20383839612878216) | > loss_0: 2.286975860595703 (2.21314878356162) | > grad_norm_0: tensor(27.9305, device='cuda:0') (tensor(29.3338, device='cuda:0')) | > loss_gen: 2.4863362312316895 (2.7657262258654587) | > loss_kl: 1.6021612882614136 (1.7247365556950138) | > loss_feat: 7.936570167541504 (8.241820347187652) | > loss_mel: 12.359493255615234 (13.272819542641896) | > loss_duration: 1.7013094425201416 (1.6891770048780046) | > amp_scaler: 256.0 (256.3726346433769) | > loss_1: 26.08586883544922 (27.694279702643293) | > grad_norm_1: tensor(769.3203, device='cuda:0') (tensor(627.1677, device='cuda:0')) | > current_lr_0: 0.00019515923892096098 | > current_lr_1: 0.00019515923892096098 | > step_time: 0.8611 (0.8500533440574637) | > loader_time: 0.0095 (0.009881997212572392)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2061591148376465 (2.2061591148376465) | > loss_disc_real_0: 0.09005969017744064 (0.09005969017744064) | > loss_disc_real_1: 0.21258647739887238 (0.21258647739887238) | > loss_disc_real_2: 0.19178859889507294 (0.19178859889507294) | > loss_disc_real_3: 0.2709563076496124 (0.2709563076496124) | > loss_disc_real_4: 0.23944148421287537 (0.23944148421287537) | > loss_disc_real_5: 0.243541419506073 (0.243541419506073) | > loss_0: 2.2061591148376465 (2.2061591148376465) | > loss_gen: 2.7992403507232666 (2.7992403507232666) | > loss_kl: 2.1536431312561035 (2.1536431312561035) | > loss_feat: 9.157553672790527 (9.157553672790527) | > loss_mel: 15.377572059631348 (15.377572059631348) | > loss_duration: 1.6988351345062256 (1.6988351345062256) | > loss_1: 31.186845779418945 (31.186845779418945)  --> STEP: 1 | > loss_disc: 2.3185198307037354 (2.3185198307037354) | > loss_disc_real_0: 0.12349417060613632 (0.12349417060613632) | > loss_disc_real_1: 0.22253665328025818 (0.22253665328025818) | > loss_disc_real_2: 0.20953643321990967 (0.20953643321990967) | > loss_disc_real_3: 0.2356913685798645 (0.2356913685798645) | > loss_disc_real_4: 0.22290410101413727 (0.22290410101413727) | > loss_disc_real_5: 0.2579532265663147 (0.2579532265663147) | > loss_0: 2.3185198307037354 (2.3185198307037354) | > loss_gen: 2.5192933082580566 (2.5192933082580566) | > loss_kl: 2.1625819206237793 (2.1625819206237793) | > loss_feat: 7.3980560302734375 (7.3980560302734375) | > loss_mel: 12.840291023254395 (12.840291023254395) | > loss_duration: 1.7763136625289917 (1.7763136625289917) | > loss_1: 26.696535110473633 (26.696535110473633)  --> STEP: 2 | > loss_disc: 2.285109281539917 (2.301814556121826) | > loss_disc_real_0: 0.11354366689920425 (0.11851891875267029) | > loss_disc_real_1: 0.21757449209690094 (0.22005557268857956) | > loss_disc_real_2: 0.18814843893051147 (0.19884243607521057) | > loss_disc_real_3: 0.24023939669132233 (0.23796538263559341) | > loss_disc_real_4: 0.2301255315542221 (0.2265148162841797) | > loss_disc_real_5: 0.24448812007904053 (0.2512206733226776) | > loss_0: 2.285109281539917 (2.301814556121826) | > loss_gen: 2.6033222675323486 (2.5613077878952026) | > loss_kl: 1.967887282371521 (2.06523460149765) | > loss_feat: 8.755399703979492 (8.076727867126465) | > loss_mel: 14.724212646484375 (13.782251834869385) | > loss_duration: 1.829362392425537 (1.8028380274772644) | > loss_1: 29.880184173583984 (28.28835964202881)  --> STEP: 3 | > loss_disc: 2.4964499473571777 (2.3666930198669434) | > loss_disc_real_0: 0.16702492535114288 (0.13468758761882782) | > loss_disc_real_1: 0.24029700458049774 (0.22680271665255228) | > loss_disc_real_2: 0.21018975973129272 (0.20262487729390463) | > loss_disc_real_3: 0.26239272952079773 (0.24610783159732819) | > loss_disc_real_4: 0.2816547155380249 (0.24489478270212808) | > loss_disc_real_5: 0.2712370753288269 (0.25789280732472736) | > loss_0: 2.4964499473571777 (2.3666930198669434) | > loss_gen: 2.490649700164795 (2.537755091985067) | > loss_kl: 1.9750587940216064 (2.0351759990056357) | > loss_feat: 6.104111671447754 (7.4191891352335615) | > loss_mel: 11.844654083251953 (13.136385917663574) | > loss_duration: 1.7909300327301025 (1.7988686958948772) | > loss_1: 24.20540428161621 (26.927374521891277)  --> STEP: 4 | > loss_disc: 2.342566967010498 (2.360661506652832) | > loss_disc_real_0: 0.10814713686704636 (0.12805247493088245) | > loss_disc_real_1: 0.23947617411613464 (0.22997108101844788) | > loss_disc_real_2: 0.19731898605823517 (0.20129840448498726) | > loss_disc_real_3: 0.25534480810165405 (0.24841707572340965) | > loss_disc_real_4: 0.24800702929496765 (0.24567284435033798) | > loss_disc_real_5: 0.25064197182655334 (0.25608009845018387) | > loss_0: 2.342566967010498 (2.360661506652832) | > loss_gen: 2.6578590869903564 (2.567781090736389) | > loss_kl: 2.116595983505249 (2.055530995130539) | > loss_feat: 8.49097728729248 (7.687136173248291) | > loss_mel: 14.37300968170166 (13.445541858673096) | > loss_duration: 1.7295646667480469 (1.7815426886081696) | > loss_1: 29.36800765991211 (27.537532806396484) --> EVAL PERFORMANCE | > avg_loader_time: 0.2853562831878662 (+0.004874587059020996) | > avg_loss_disc: 2.360661506652832 (+0.10327655076980591) | > avg_loss_disc_real_0: 0.12805247493088245 (+0.031055588275194168) | > avg_loss_disc_real_1: 0.22997108101844788 (+0.060101207345724106) | > avg_loss_disc_real_2: 0.20129840448498726 (-0.013095077127218246) | > avg_loss_disc_real_3: 0.24841707572340965 (+0.05205199122428894) | > avg_loss_disc_real_4: 0.24567284435033798 (+0.06179502233862877) | > avg_loss_disc_real_5: 0.25608009845018387 (+0.024206887930631638) | > avg_loss_0: 2.360661506652832 (+0.10327655076980591) | > avg_loss_gen: 2.567781090736389 (+0.16268980503082275) | > avg_loss_kl: 2.055530995130539 (+0.02954953908920288) | > avg_loss_feat: 7.687136173248291 (-0.5138484239578247) | > avg_loss_mel: 13.445541858673096 (-0.7595100402832031) | > avg_loss_duration: 1.7815426886081696 (-0.005176752805709839) | > avg_loss_1: 27.537532806396484 (-1.0862951278686523)  > EPOCH: 197/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 00:13:15)   --> TIME: 2025-05-10 00:13:27 -- STEP: 12/725 -- GLOBAL_STEP: 188700 | > loss_disc: 2.0605123043060303 (2.2132098277409873) | > loss_disc_real_0: 0.1391204446554184 (0.1423356756567955) | > loss_disc_real_1: 0.1806195229291916 (0.19853471343715987) | > loss_disc_real_2: 0.1902017891407013 (0.19107656801740328) | > loss_disc_real_3: 0.19657903909683228 (0.21248064314325651) | > loss_disc_real_4: 0.1971350610256195 (0.20269444212317467) | > loss_disc_real_5: 0.21200968325138092 (0.2050289548933506) | > loss_0: 2.0605123043060303 (2.2132098277409873) | > grad_norm_0: tensor(41.1821, device='cuda:0') (tensor(35.0313, device='cuda:0')) | > loss_gen: 3.041224718093872 (2.7864399353663125) | > loss_kl: 1.741301417350769 (1.7692585587501526) | > loss_feat: 9.82970905303955 (8.202218572298685) | > loss_mel: 14.457130432128906 (13.423200607299805) | > loss_duration: 1.7070255279541016 (1.6911305884520214) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.776391983032227 (27.87224880854289) | > grad_norm_1: tensor(858.1024, device='cuda:0') (tensor(698.0376, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8552 (0.8341963887214661) | > loader_time: 0.01 (0.010192791620890299)  --> TIME: 2025-05-10 00:14:10 -- STEP: 62/725 -- GLOBAL_STEP: 188750 | > loss_disc: 2.1346631050109863 (2.2105535711011584) | > loss_disc_real_0: 0.12540052831172943 (0.14174446571738483) | > loss_disc_real_1: 0.21199177205562592 (0.19345468450938502) | > loss_disc_real_2: 0.18959467113018036 (0.19106005612880952) | > loss_disc_real_3: 0.19213084876537323 (0.20640667191436213) | > loss_disc_real_4: 0.2110196202993393 (0.19794364153377472) | > loss_disc_real_5: 0.19961600005626678 (0.1981971396073218) | > loss_0: 2.1346631050109863 (2.2105535711011584) | > grad_norm_0: tensor(22.5707, device='cuda:0') (tensor(30.8359, device='cuda:0')) | > loss_gen: 2.803079605102539 (2.777450576905281) | > loss_kl: 1.6277559995651245 (1.7248352689127768) | > loss_feat: 9.148261070251465 (8.194827610446557) | > loss_mel: 13.956055641174316 (13.175605912362375) | > loss_duration: 1.7407761812210083 (1.6847808957099915) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.275928497314453 (27.55750031625071) | > grad_norm_1: tensor(963.4711, device='cuda:0') (tensor(651.4287, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8543 (0.8499544551295619) | > loader_time: 0.0108 (0.010131420627717047)  --> TIME: 2025-05-10 00:14:54 -- STEP: 112/725 -- GLOBAL_STEP: 188800 | > loss_disc: 2.1764495372772217 (2.211440036339419) | > loss_disc_real_0: 0.14167962968349457 (0.14301834308675354) | > loss_disc_real_1: 0.21744054555892944 (0.1924601262435317) | > loss_disc_real_2: 0.20088525116443634 (0.19124957360327244) | > loss_disc_real_3: 0.19637531042099 (0.2049680751349245) | > loss_disc_real_4: 0.1941002905368805 (0.1980643659564001) | > loss_disc_real_5: 0.17079831659793854 (0.1996328390336463) | > loss_0: 2.1764495372772217 (2.211440036339419) | > grad_norm_0: tensor(14.9069, device='cuda:0') (tensor(31.7256, device='cuda:0')) | > loss_gen: 2.9119420051574707 (2.7839318300996507) | > loss_kl: 1.698404312133789 (1.7094850689172745) | > loss_feat: 8.538721084594727 (8.26459658145904) | > loss_mel: 13.2352933883667 (13.298532792500087) | > loss_duration: 1.6920280456542969 (1.690188457923276) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.07638931274414 (27.74673478943961) | > grad_norm_1: tensor(617.7095, device='cuda:0') (tensor(632.3625, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8341 (0.8516730304275241) | > loader_time: 0.0096 (0.010149762034416199)  --> TIME: 2025-05-10 00:15:37 -- STEP: 162/725 -- GLOBAL_STEP: 188850 | > loss_disc: 2.299243450164795 (2.217605598914771) | > loss_disc_real_0: 0.1703185737133026 (0.14275643836568905) | > loss_disc_real_1: 0.21400706470012665 (0.19282050651532628) | > loss_disc_real_2: 0.18368297815322876 (0.1907408994473057) | > loss_disc_real_3: 0.20411933958530426 (0.20574645734863511) | > loss_disc_real_4: 0.2069195955991745 (0.19916465685323437) | > loss_disc_real_5: 0.22621266543865204 (0.2006003526441845) | > loss_0: 2.299243450164795 (2.217605598914771) | > grad_norm_0: tensor(32.2856, device='cuda:0') (tensor(30.8306, device='cuda:0')) | > loss_gen: 2.590522527694702 (2.7693393274589813) | > loss_kl: 1.6853526830673218 (1.7163187684836212) | > loss_feat: 6.652790546417236 (8.209808958901302) | > loss_mel: 12.589205741882324 (13.251506699456108) | > loss_duration: 1.6517999172210693 (1.6900374124079578) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.1696720123291 (27.63701116302867) | > grad_norm_1: tensor(127.1564, device='cuda:0') (tensor(617.1196, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8342 (0.8516595760981241) | > loader_time: 0.0099 (0.010126996923376015)  --> TIME: 2025-05-10 00:16:20 -- STEP: 212/725 -- GLOBAL_STEP: 188900 | > loss_disc: 2.257559299468994 (2.2139090260244774) | > loss_disc_real_0: 0.1675414741039276 (0.1425491940089554) | > loss_disc_real_1: 0.19947773218154907 (0.19238468280659524) | > loss_disc_real_2: 0.20670107007026672 (0.19004575500510773) | > loss_disc_real_3: 0.22737878561019897 (0.20563529452906462) | > loss_disc_real_4: 0.19831323623657227 (0.19874278463001524) | > loss_disc_real_5: 0.2064482718706131 (0.20135527300947118) | > loss_0: 2.257559299468994 (2.2139090260244774) | > grad_norm_0: tensor(40.0988, device='cuda:0') (tensor(30.5727, device='cuda:0')) | > loss_gen: 2.6985249519348145 (2.77412690419071) | > loss_kl: 1.5652809143066406 (1.7162815844112973) | > loss_feat: 7.789658546447754 (8.247394629244534) | > loss_mel: 12.912508010864258 (13.26881190515914) | > loss_duration: 1.7050909996032715 (1.69035985672249) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.671064376831055 (27.69697488029048) | > grad_norm_1: tensor(744.3828, device='cuda:0') (tensor(616.6953, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8365 (0.8511139548049783) | > loader_time: 0.0097 (0.010179331842458473)  --> TIME: 2025-05-10 00:17:03 -- STEP: 262/725 -- GLOBAL_STEP: 188950 | > loss_disc: 2.25997257232666 (2.2118796815398998) | > loss_disc_real_0: 0.14974431693553925 (0.14127704848087477) | > loss_disc_real_1: 0.20201994478702545 (0.19204338531912732) | > loss_disc_real_2: 0.21088355779647827 (0.19000482849264874) | > loss_disc_real_3: 0.22029614448547363 (0.20558190567575335) | > loss_disc_real_4: 0.22528858482837677 (0.19860680594699076) | > loss_disc_real_5: 0.21768873929977417 (0.20232607924756202) | > loss_0: 2.25997257232666 (2.2118796815398998) | > grad_norm_0: tensor(19.5890, device='cuda:0') (tensor(29.8610, device='cuda:0')) | > loss_gen: 2.608201742172241 (2.7731187771294854) | > loss_kl: 1.7624289989471436 (1.7199235867907983) | > loss_feat: 7.427947521209717 (8.2765818297408) | > loss_mel: 12.352514266967773 (13.335139762354261) | > loss_duration: 1.665797472000122 (1.6907702256705015) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.816890716552734 (27.795534192150786) | > grad_norm_1: tensor(587.1271, device='cuda:0') (tensor(610.1284, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8827 (0.8498745428696843) | > loader_time: 0.0109 (0.010199757022712067)  --> TIME: 2025-05-10 00:17:46 -- STEP: 312/725 -- GLOBAL_STEP: 189000 | > loss_disc: 2.2139198780059814 (2.20849644755706) | > loss_disc_real_0: 0.226655974984169 (0.14057457936593362) | > loss_disc_real_1: 0.18994446098804474 (0.1916963582237561) | > loss_disc_real_2: 0.17400185763835907 (0.18962742058703533) | > loss_disc_real_3: 0.2107900232076645 (0.2048695532079691) | > loss_disc_real_4: 0.19315949082374573 (0.1982496132930884) | > loss_disc_real_5: 0.1980200707912445 (0.2023476996005346) | > loss_0: 2.2139198780059814 (2.20849644755706) | > grad_norm_0: tensor(43.5112, device='cuda:0') (tensor(29.8710, device='cuda:0')) | > loss_gen: 2.851564645767212 (2.7761820929172702) | > loss_kl: 1.7201284170150757 (1.719555569382814) | > loss_feat: 8.621031761169434 (8.28194239964852) | > loss_mel: 14.11228084564209 (13.346892864276205) | > loss_duration: 1.691333293914795 (1.6899002083601096) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.996339797973633 (27.814473170500534) | > grad_norm_1: tensor(851.5166, device='cuda:0') (tensor(624.8555, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8357 (0.8496275765773578) | > loader_time: 0.0108 (0.010183685865157695) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_189000.pth  --> TIME: 2025-05-10 00:18:32 -- STEP: 362/725 -- GLOBAL_STEP: 189050 | > loss_disc: 2.306306838989258 (2.208341086108385) | > loss_disc_real_0: 0.1645476520061493 (0.140836022197377) | > loss_disc_real_1: 0.2036610096693039 (0.19191033644241515) | > loss_disc_real_2: 0.18309646844863892 (0.1892862113717511) | > loss_disc_real_3: 0.22653836011886597 (0.204639471861539) | > loss_disc_real_4: 0.19550350308418274 (0.19802057162668166) | > loss_disc_real_5: 0.20570044219493866 (0.2023619675175262) | > loss_0: 2.306306838989258 (2.208341086108385) | > grad_norm_0: tensor(38.0603, device='cuda:0') (tensor(30.0589, device='cuda:0')) | > loss_gen: 2.67903208732605 (2.780132290408098) | > loss_kl: 1.9387094974517822 (1.7242723703384397) | > loss_feat: 7.645305633544922 (8.291480052537025) | > loss_mel: 12.573426246643066 (13.352977879139603) | > loss_duration: 1.6420432329177856 (1.6884608528890663) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.478515625 (27.83732346276552) | > grad_norm_1: tensor(706.8806, device='cuda:0') (tensor(621.2731, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8504 (0.8500198270734503) | > loader_time: 0.0099 (0.010141577509885338)  --> TIME: 2025-05-10 00:19:16 -- STEP: 412/725 -- GLOBAL_STEP: 189100 | > loss_disc: 2.2978267669677734 (2.2097679139341) | > loss_disc_real_0: 0.11444353312253952 (0.14120396043996788) | > loss_disc_real_1: 0.201396644115448 (0.19232193445696408) | > loss_disc_real_2: 0.19943839311599731 (0.18922658582914223) | > loss_disc_real_3: 0.21271634101867676 (0.20465826293797174) | > loss_disc_real_4: 0.19017767906188965 (0.19818018261090065) | > loss_disc_real_5: 0.17779245972633362 (0.2020849100160368) | > loss_0: 2.2978267669677734 (2.2097679139341) | > grad_norm_0: tensor(31.6474, device='cuda:0') (tensor(30.4556, device='cuda:0')) | > loss_gen: 2.6705753803253174 (2.7786266821102044) | > loss_kl: 1.7344629764556885 (1.7228337040225277) | > loss_feat: 8.12812614440918 (8.266232667617434) | > loss_mel: 13.470739364624023 (13.322724018282106) | > loss_duration: 1.695907473564148 (1.68861773407575) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.699811935424805 (27.7790348228899) | > grad_norm_1: tensor(168.9053, device='cuda:0') (tensor(622.2308, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8656 (0.8503052835325593) | > loader_time: 0.0099 (0.010122298036964199)  --> TIME: 2025-05-10 00:19:59 -- STEP: 462/725 -- GLOBAL_STEP: 189150 | > loss_disc: 2.145933151245117 (2.2105557624395815) | > loss_disc_real_0: 0.2074485570192337 (0.14145229584275373) | > loss_disc_real_1: 0.19254738092422485 (0.19233079083683163) | > loss_disc_real_2: 0.16187132894992828 (0.18907416528050516) | > loss_disc_real_3: 0.21945717930793762 (0.2047026474431996) | > loss_disc_real_4: 0.18808674812316895 (0.19823198213979795) | > loss_disc_real_5: 0.2238035500049591 (0.20280968681687406) | > loss_0: 2.145933151245117 (2.2105557624395815) | > grad_norm_0: tensor(46.7103, device='cuda:0') (tensor(30.1064, device='cuda:0')) | > loss_gen: 3.037128448486328 (2.7763936086134486) | > loss_kl: 1.7756270170211792 (1.7212849636098522) | > loss_feat: 8.306835174560547 (8.263375728161305) | > loss_mel: 14.03626537322998 (13.325063674480885) | > loss_duration: 1.7084777355194092 (1.6886883984396468) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.864334106445312 (27.774806377691625) | > grad_norm_1: tensor(673.9698, device='cuda:0') (tensor(617.7896, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.7977 (0.8495486123221261) | > loader_time: 0.0101 (0.010085200850581713)  --> TIME: 2025-05-10 00:20:42 -- STEP: 512/725 -- GLOBAL_STEP: 189200 | > loss_disc: 2.1437413692474365 (2.209696977864953) | > loss_disc_real_0: 0.11666855216026306 (0.14093814020452544) | > loss_disc_real_1: 0.15804968774318695 (0.19240447593620041) | > loss_disc_real_2: 0.18491962552070618 (0.18898353652912192) | > loss_disc_real_3: 0.1881420761346817 (0.2047265142318793) | > loss_disc_real_4: 0.19715020060539246 (0.19814774807309732) | > loss_disc_real_5: 0.2011796236038208 (0.20295660843839874) | > loss_0: 2.1437413692474365 (2.209696977864953) | > grad_norm_0: tensor(29.1278, device='cuda:0') (tensor(30.1151, device='cuda:0')) | > loss_gen: 2.7359890937805176 (2.7761951154097924) | > loss_kl: 1.5701836347579956 (1.7189027129206804) | > loss_feat: 8.368414878845215 (8.265983976423744) | > loss_mel: 14.128003120422363 (13.329701613634827) | > loss_duration: 1.6391149759292603 (1.689459914341569) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.44170379638672 (27.780243325978518) | > grad_norm_1: tensor(77.8021, device='cuda:0') (tensor(617.4470, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8476 (0.8494579307734966) | > loader_time: 0.0101 (0.01006470108404756)  --> TIME: 2025-05-10 00:21:25 -- STEP: 562/725 -- GLOBAL_STEP: 189250 | > loss_disc: 2.260399341583252 (2.209600831265978) | > loss_disc_real_0: 0.130451038479805 (0.1407436516891594) | > loss_disc_real_1: 0.21241842210292816 (0.19268347683538323) | > loss_disc_real_2: 0.22331459820270538 (0.1892776934436632) | > loss_disc_real_3: 0.19102808833122253 (0.20469155459535515) | > loss_disc_real_4: 0.21391652524471283 (0.19802137610114762) | > loss_disc_real_5: 0.19637618958950043 (0.2027843131077247) | > loss_0: 2.260399341583252 (2.209600831265978) | > grad_norm_0: tensor(22.2419, device='cuda:0') (tensor(30.3084, device='cuda:0')) | > loss_gen: 2.67421293258667 (2.7762228118991525) | > loss_kl: 1.8016844987869263 (1.7169800040136454) | > loss_feat: 7.911786079406738 (8.270990302129999) | > loss_mel: 11.960780143737793 (13.334549221704014) | > loss_duration: 1.6581571102142334 (1.6892711702614918) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.006622314453125 (27.78801352273527) | > grad_norm_1: tensor(501.2042, device='cuda:0') (tensor(620.2463, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8967 (0.8492890053372364) | > loader_time: 0.0098 (0.010040832159782223)  --> TIME: 2025-05-10 00:22:08 -- STEP: 612/725 -- GLOBAL_STEP: 189300 | > loss_disc: 2.1767396926879883 (2.210857006849029) | > loss_disc_real_0: 0.1456812024116516 (0.14065898749125155) | > loss_disc_real_1: 0.18732982873916626 (0.19270919538498696) | > loss_disc_real_2: 0.20614716410636902 (0.18945137920235508) | > loss_disc_real_3: 0.21646831929683685 (0.20486750982068733) | > loss_disc_real_4: 0.23524050414562225 (0.19805295022776698) | > loss_disc_real_5: 0.22714203596115112 (0.2030639978357) | > loss_0: 2.1767396926879883 (2.210857006849029) | > grad_norm_0: tensor(16.9611, device='cuda:0') (tensor(30.1098, device='cuda:0')) | > loss_gen: 2.7294840812683105 (2.773746202584185) | > loss_kl: 1.7282159328460693 (1.716755970435984) | > loss_feat: 8.179633140563965 (8.261262974707904) | > loss_mel: 14.099846839904785 (13.336566747403612) | > loss_duration: 1.6178321838378906 (1.6887826286499796) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.355012893676758 (27.77711454403946) | > grad_norm_1: tensor(140.4488, device='cuda:0') (tensor(617.6583, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8257 (0.8496063090617358) | > loader_time: 0.0086 (0.010033609041201529)  --> TIME: 2025-05-10 00:22:52 -- STEP: 662/725 -- GLOBAL_STEP: 189350 | > loss_disc: 2.258880615234375 (2.2111973150259097) | > loss_disc_real_0: 0.1511373370885849 (0.14011546554117024) | > loss_disc_real_1: 0.20778313279151917 (0.19285856639780646) | > loss_disc_real_2: 0.17612916231155396 (0.1895145522683769) | > loss_disc_real_3: 0.19170734286308289 (0.20488350010080283) | > loss_disc_real_4: 0.1948212832212448 (0.1981184070879239) | > loss_disc_real_5: 0.1843436062335968 (0.20339595870849228) | > loss_0: 2.258880615234375 (2.2111973150259097) | > grad_norm_0: tensor(27.4337, device='cuda:0') (tensor(29.9336, device='cuda:0')) | > loss_gen: 2.652900457382202 (2.772252754142279) | > loss_kl: 1.7572171688079834 (1.7185280468888873) | > loss_feat: 7.343969821929932 (8.256138034457518) | > loss_mel: 12.239469528198242 (13.33530103764145) | > loss_duration: 1.6862609386444092 (1.6891114149929174) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.67981719970703 (27.771331288663283) | > grad_norm_1: tensor(718.5045, device='cuda:0') (tensor(618.1116, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8786 (0.8498294101380868) | > loader_time: 0.0096 (0.010004348625229207)  --> TIME: 2025-05-10 00:23:35 -- STEP: 712/725 -- GLOBAL_STEP: 189400 | > loss_disc: 2.1996192932128906 (2.2112338328629444) | > loss_disc_real_0: 0.13664670288562775 (0.14026942162701236) | > loss_disc_real_1: 0.18347805738449097 (0.19291736721322758) | > loss_disc_real_2: 0.17392763495445251 (0.18934321273746116) | > loss_disc_real_3: 0.21126894652843475 (0.20509155192987977) | > loss_disc_real_4: 0.21282316744327545 (0.1980284612542123) | > loss_disc_real_5: 0.1806088238954544 (0.20334998344521174) | > loss_0: 2.1996192932128906 (2.2112338328629444) | > grad_norm_0: tensor(18.5084, device='cuda:0') (tensor(30.0820, device='cuda:0')) | > loss_gen: 2.7108519077301025 (2.772673191984051) | > loss_kl: 1.7443804740905762 (1.719476923681377) | > loss_feat: 8.92633056640625 (8.249908800875192) | > loss_mel: 13.85546875 (13.317039519213559) | > loss_duration: 1.7006943225860596 (1.6887680705678596) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.937726974487305 (27.74786650732662) | > grad_norm_1: tensor(539.7123, device='cuda:0') (tensor(618.2166, device='cuda:0')) | > current_lr_0: 0.00019513484401609586 | > current_lr_1: 0.00019513484401609586 | > step_time: 0.8195 (0.8499575304181387) | > loader_time: 0.0097 (0.009979396723629387)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2609951496124268 (2.2609951496124268) | > loss_disc_real_0: 0.1442384272813797 (0.1442384272813797) | > loss_disc_real_1: 0.22903063893318176 (0.22903063893318176) | > loss_disc_real_2: 0.12728188931941986 (0.12728188931941986) | > loss_disc_real_3: 0.20911459624767303 (0.20911459624767303) | > loss_disc_real_4: 0.1997673660516739 (0.1997673660516739) | > loss_disc_real_5: 0.20469731092453003 (0.20469731092453003) | > loss_0: 2.2609951496124268 (2.2609951496124268) | > loss_gen: 2.724447727203369 (2.724447727203369) | > loss_kl: 2.20635724067688 (2.20635724067688) | > loss_feat: 8.495186805725098 (8.495186805725098) | > loss_mel: 13.644622802734375 (13.644622802734375) | > loss_duration: 1.6851472854614258 (1.6851472854614258) | > loss_1: 28.755760192871094 (28.755760192871094)  --> STEP: 1 | > loss_disc: 2.031521797180176 (2.031521797180176) | > loss_disc_real_0: 0.11827700585126877 (0.11827700585126877) | > loss_disc_real_1: 0.1963162124156952 (0.1963162124156952) | > loss_disc_real_2: 0.14823101460933685 (0.14823101460933685) | > loss_disc_real_3: 0.17297133803367615 (0.17297133803367615) | > loss_disc_real_4: 0.16344298422336578 (0.16344298422336578) | > loss_disc_real_5: 0.17058409750461578 (0.17058409750461578) | > loss_0: 2.031521797180176 (2.031521797180176) | > loss_gen: 2.8910470008850098 (2.8910470008850098) | > loss_kl: 1.9529567956924438 (1.9529567956924438) | > loss_feat: 9.914444923400879 (9.914444923400879) | > loss_mel: 16.301916122436523 (16.301916122436523) | > loss_duration: 1.7732484340667725 (1.7732484340667725) | > loss_1: 32.833614349365234 (32.833614349365234)  --> STEP: 2 | > loss_disc: 2.1826236248016357 (2.1070727109909058) | > loss_disc_real_0: 0.14554104208946228 (0.13190902397036552) | > loss_disc_real_1: 0.21504727005958557 (0.20568174123764038) | > loss_disc_real_2: 0.12686412036418915 (0.137547567486763) | > loss_disc_real_3: 0.18924890458583832 (0.18111012130975723) | > loss_disc_real_4: 0.20536033809185028 (0.18440166115760803) | > loss_disc_real_5: 0.1908353865146637 (0.18070974200963974) | > loss_0: 2.1826236248016357 (2.1070727109909058) | > loss_gen: 2.6915388107299805 (2.791292905807495) | > loss_kl: 1.8647633790969849 (1.9088600873947144) | > loss_feat: 8.303442001342773 (9.108943462371826) | > loss_mel: 13.911050796508789 (15.106483459472656) | > loss_duration: 1.8383567333221436 (1.805802583694458) | > loss_1: 28.609149932861328 (30.72138214111328)  --> STEP: 3 | > loss_disc: 2.2615139484405518 (2.158553123474121) | > loss_disc_real_0: 0.15111976861953735 (0.13831260552008948) | > loss_disc_real_1: 0.2186092883348465 (0.20999092360337576) | > loss_disc_real_2: 0.12888216972351074 (0.13465910156567892) | > loss_disc_real_3: 0.21004636585712433 (0.1907555361588796) | > loss_disc_real_4: 0.1911962777376175 (0.18666653335094452) | > loss_disc_real_5: 0.21155965328216553 (0.19099304576714835) | > loss_0: 2.2615139484405518 (2.158553123474121) | > loss_gen: 2.642698287963867 (2.7417613665262857) | > loss_kl: 1.9259532690048218 (1.9145578145980835) | > loss_feat: 8.357008934020996 (8.858298619588217) | > loss_mel: 14.289502143859863 (14.834156354268393) | > loss_duration: 1.803701400756836 (1.8051021893819172) | > loss_1: 29.018863677978516 (30.153875986735027)  --> STEP: 4 | > loss_disc: 2.2036824226379395 (2.1698354482650757) | > loss_disc_real_0: 0.10428768396377563 (0.129806375131011) | > loss_disc_real_1: 0.19546978175640106 (0.20636063814163208) | > loss_disc_real_2: 0.10466542094945908 (0.12716068141162395) | > loss_disc_real_3: 0.1912461519241333 (0.19087819010019302) | > loss_disc_real_4: 0.1948692947626114 (0.18871722370386124) | > loss_disc_real_5: 0.21435458958148956 (0.19683343172073364) | > loss_0: 2.2036824226379395 (2.1698354482650757) | > loss_gen: 2.486811637878418 (2.678023934364319) | > loss_kl: 2.1726293563842773 (1.979075700044632) | > loss_feat: 8.227799415588379 (8.700673818588257) | > loss_mel: 15.052371978759766 (14.888710260391235) | > loss_duration: 1.7625311613082886 (1.7944594323635101) | > loss_1: 29.702144622802734 (30.040943145751953) --> EVAL PERFORMANCE | > avg_loader_time: 0.2809745669364929 (-0.004381716251373291) | > avg_loss_disc: 2.1698354482650757 (-0.19082605838775635) | > avg_loss_disc_real_0: 0.129806375131011 (+0.0017539002001285553) | > avg_loss_disc_real_1: 0.20636063814163208 (-0.023610442876815796) | > avg_loss_disc_real_2: 0.12716068141162395 (-0.0741377230733633) | > avg_loss_disc_real_3: 0.19087819010019302 (-0.05753888562321663) | > avg_loss_disc_real_4: 0.18871722370386124 (-0.056955620646476746) | > avg_loss_disc_real_5: 0.19683343172073364 (-0.059246666729450226) | > avg_loss_0: 2.1698354482650757 (-0.19082605838775635) | > avg_loss_gen: 2.678023934364319 (+0.11024284362792969) | > avg_loss_kl: 1.979075700044632 (-0.07645529508590698) | > avg_loss_feat: 8.700673818588257 (+1.0135376453399658) | > avg_loss_mel: 14.888710260391235 (+1.4431684017181396) | > avg_loss_duration: 1.7944594323635101 (+0.012916743755340576) | > avg_loss_1: 30.040943145751953 (+2.5034103393554688)  > EPOCH: 198/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 00:23:52)   --> TIME: 2025-05-10 00:24:26 -- STEP: 37/725 -- GLOBAL_STEP: 189450 | > loss_disc: 2.180014133453369 (2.259596367140074) | > loss_disc_real_0: 0.14687524735927582 (0.1429280282275097) | > loss_disc_real_1: 0.17860762774944305 (0.19688579359570066) | > loss_disc_real_2: 0.1759805828332901 (0.1949853031216441) | > loss_disc_real_3: 0.20401592552661896 (0.20643497439655098) | > loss_disc_real_4: 0.17492353916168213 (0.20206792692880374) | > loss_disc_real_5: 0.20740757882595062 (0.2095042628210944) | > loss_0: 2.180014133453369 (2.259596367140074) | > grad_norm_0: tensor(43.2999, device='cuda:0') (tensor(27.0350, device='cuda:0')) | > loss_gen: 2.8159523010253906 (2.699129098170512) | > loss_kl: 1.6456634998321533 (1.708737682651829) | > loss_feat: 8.596057891845703 (7.8856632258441) | > loss_mel: 13.754935264587402 (12.84711994995942) | > loss_duration: 1.6932494640350342 (1.688904974911664) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.505857467651367 (26.82955484132509) | > grad_norm_1: tensor(752.7657, device='cuda:0') (tensor(631.0089, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8603 (0.8511059606397474) | > loader_time: 0.0107 (0.010357992069141285)  --> TIME: 2025-05-10 00:25:09 -- STEP: 87/725 -- GLOBAL_STEP: 189500 | > loss_disc: 2.2929859161376953 (2.254741909860193) | > loss_disc_real_0: 0.10625100135803223 (0.1439358395064014) | > loss_disc_real_1: 0.17995955049991608 (0.19818875193595886) | > loss_disc_real_2: 0.19771181046962738 (0.19351433731358628) | > loss_disc_real_3: 0.21495501697063446 (0.2059221930544952) | > loss_disc_real_4: 0.19525818526744843 (0.1996987062966687) | > loss_disc_real_5: 0.18815910816192627 (0.20827508075483914) | > loss_0: 2.2929859161376953 (2.254741909860193) | > grad_norm_0: tensor(13.8400, device='cuda:0') (tensor(28.5895, device='cuda:0')) | > loss_gen: 2.6740739345550537 (2.717672635769023) | > loss_kl: 1.6119204759597778 (1.726224500557472) | > loss_feat: 8.487264633178711 (7.977161824018106) | > loss_mel: 14.391974449157715 (12.97658120078602) | > loss_duration: 1.6572753190994263 (1.6884073649329705) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.822509765625 (27.086047424667182) | > grad_norm_1: tensor(171.9146, device='cuda:0') (tensor(619.0550, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8345 (0.850998385199185) | > loader_time: 0.0117 (0.010447704929044876)  --> TIME: 2025-05-10 00:25:53 -- STEP: 137/725 -- GLOBAL_STEP: 189550 | > loss_disc: 2.2180280685424805 (2.235202853697057) | > loss_disc_real_0: 0.10933252424001694 (0.14243637476741838) | > loss_disc_real_1: 0.19082127511501312 (0.1966503961895504) | > loss_disc_real_2: 0.17747388780117035 (0.19105415383394617) | > loss_disc_real_3: 0.19033491611480713 (0.20519978569371858) | > loss_disc_real_4: 0.16616331040859222 (0.19896259882154257) | > loss_disc_real_5: 0.2014065831899643 (0.20611179114258202) | > loss_0: 2.2180280685424805 (2.235202853697057) | > grad_norm_0: tensor(24.5830, device='cuda:0') (tensor(30.1084, device='cuda:0')) | > loss_gen: 2.7418675422668457 (2.74372313840546) | > loss_kl: 1.8547163009643555 (1.7383148061097973) | > loss_feat: 8.740200996398926 (8.119290727768497) | > loss_mel: 12.781628608703613 (13.124848393628197) | > loss_duration: 1.6839936971664429 (1.6892378834912378) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.802406311035156 (27.415414865869675) | > grad_norm_1: tensor(622.0955, device='cuda:0') (tensor(626.6558, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.823 (0.8508540365817773) | > loader_time: 0.0088 (0.010353779270701165)  --> TIME: 2025-05-10 00:26:36 -- STEP: 187/725 -- GLOBAL_STEP: 189600 | > loss_disc: 2.2079339027404785 (2.2316682300465613) | > loss_disc_real_0: 0.11870922893285751 (0.14328614108383972) | > loss_disc_real_1: 0.1987641602754593 (0.19542851048038606) | > loss_disc_real_2: 0.20847608149051666 (0.1907567926906647) | > loss_disc_real_3: 0.1925525814294815 (0.2050665053613683) | > loss_disc_real_4: 0.17259958386421204 (0.19872364346037577) | > loss_disc_real_5: 0.17409567534923553 (0.20571580019226687) | > loss_0: 2.2079339027404785 (2.2316682300465613) | > grad_norm_0: tensor(18.4676, device='cuda:0') (tensor(30.3886, device='cuda:0')) | > loss_gen: 2.703416109085083 (2.752711582948819) | > loss_kl: 1.8382421731948853 (1.7295410958203403) | > loss_feat: 8.211650848388672 (8.167628221970828) | > loss_mel: 12.880332946777344 (13.199346715753729) | > loss_duration: 1.7124576568603516 (1.690197566613794) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.346099853515625 (27.539425171632818) | > grad_norm_1: tensor(263.7334, device='cuda:0') (tensor(620.3572, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8433 (0.8500836290777686) | > loader_time: 0.0098 (0.010271641022381303)  --> TIME: 2025-05-10 00:27:19 -- STEP: 237/725 -- GLOBAL_STEP: 189650 | > loss_disc: 1.9743201732635498 (2.228241054317618) | > loss_disc_real_0: 0.11753778904676437 (0.14324600743090551) | > loss_disc_real_1: 0.23301708698272705 (0.1950504650295032) | > loss_disc_real_2: 0.1681506186723709 (0.1901291457283849) | > loss_disc_real_3: 0.2147630751132965 (0.20498286451719985) | > loss_disc_real_4: 0.1797179877758026 (0.198425867952375) | > loss_disc_real_5: 0.17601412534713745 (0.20638491408231388) | > loss_0: 1.9743201732635498 (2.228241054317618) | > grad_norm_0: tensor(35.2565, device='cuda:0') (tensor(29.8135, device='cuda:0')) | > loss_gen: 3.256953477859497 (2.753411793004613) | > loss_kl: 1.8265583515167236 (1.7317058290610334) | > loss_feat: 10.615996360778809 (8.180395524713049) | > loss_mel: 14.831218719482422 (13.18989592765454) | > loss_duration: 1.6865601539611816 (1.6891925626666233) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.217288970947266 (27.544601601387377) | > grad_norm_1: tensor(623.2769, device='cuda:0') (tensor(621.2634, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8043 (0.8499755748716588) | > loader_time: 0.0099 (0.010234695949634927)  --> TIME: 2025-05-10 00:28:02 -- STEP: 287/725 -- GLOBAL_STEP: 189700 | > loss_disc: 2.1215593814849854 (2.2251263308608156) | > loss_disc_real_0: 0.10703487694263458 (0.14299413063384922) | > loss_disc_real_1: 0.22279790043830872 (0.19442692492481722) | > loss_disc_real_2: 0.2043212652206421 (0.1896212280627327) | > loss_disc_real_3: 0.23480340838432312 (0.2052764932037646) | > loss_disc_real_4: 0.17562124133110046 (0.19805611171581183) | > loss_disc_real_5: 0.2223224937915802 (0.20615279555113059) | > loss_0: 2.1215593814849854 (2.2251263308608156) | > grad_norm_0: tensor(18.3203, device='cuda:0') (tensor(29.8624, device='cuda:0')) | > loss_gen: 3.0359456539154053 (2.757808954458205) | > loss_kl: 1.6731054782867432 (1.730511862641843) | > loss_feat: 9.712793350219727 (8.195791389053282) | > loss_mel: 14.94743537902832 (13.208419793158873) | > loss_duration: 1.6965837478637695 (1.6897600158166386) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.06586456298828 (27.582292045035015) | > grad_norm_1: tensor(792.3777, device='cuda:0') (tensor(613.6786, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8056 (0.8486597670910668) | > loader_time: 0.0097 (0.010216050862435266)  --> TIME: 2025-05-10 00:28:45 -- STEP: 337/725 -- GLOBAL_STEP: 189750 | > loss_disc: 2.304774284362793 (2.2248289924700817) | > loss_disc_real_0: 0.2022358924150467 (0.14365906235195408) | > loss_disc_real_1: 0.1983736753463745 (0.19398337142757563) | > loss_disc_real_2: 0.22179622948169708 (0.18977017028572296) | > loss_disc_real_3: 0.26264333724975586 (0.20539120361429997) | > loss_disc_real_4: 0.2072969377040863 (0.19795831984865206) | > loss_disc_real_5: 0.2209283411502838 (0.20586022849606478) | > loss_0: 2.304774284362793 (2.2248289924700817) | > grad_norm_0: tensor(34.9394, device='cuda:0') (tensor(29.8809, device='cuda:0')) | > loss_gen: 2.9133636951446533 (2.7585172695646665) | > loss_kl: 1.8471328020095825 (1.7325462824513014) | > loss_feat: 7.693235874176025 (8.206622655738347) | > loss_mel: 12.2968168258667 (13.217613672997903) | > loss_duration: 1.6700968742370605 (1.688744268007023) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.42064666748047 (27.604044203942177) | > grad_norm_1: tensor(542.2161, device='cuda:0') (tensor(615.5236, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8861 (0.8490174156268205) | > loader_time: 0.011 (0.010161027710232612)  --> TIME: 2025-05-10 00:29:28 -- STEP: 387/725 -- GLOBAL_STEP: 189800 | > loss_disc: 2.203685998916626 (2.225938384231053) | > loss_disc_real_0: 0.1293259561061859 (0.1429387069564766) | > loss_disc_real_1: 0.18263360857963562 (0.19430419737208413) | > loss_disc_real_2: 0.19835896790027618 (0.19014751749445302) | > loss_disc_real_3: 0.21311227977275848 (0.20538246350540976) | > loss_disc_real_4: 0.2034003734588623 (0.19834787188728342) | > loss_disc_real_5: 0.18692417442798615 (0.20567190219727596) | > loss_0: 2.203685998916626 (2.225938384231053) | > grad_norm_0: tensor(10.5018, device='cuda:0') (tensor(29.6003, device='cuda:0')) | > loss_gen: 2.7075858116149902 (2.7565450840834202) | > loss_kl: 1.6852885484695435 (1.73268164189903) | > loss_feat: 7.9175286293029785 (8.198594748819813) | > loss_mel: 13.150358200073242 (13.224918915011777) | > loss_duration: 1.7864530086517334 (1.6888974384435997) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.247215270996094 (27.601637862449465) | > grad_norm_1: tensor(416.2453, device='cuda:0') (tensor(621.8796, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8642 (0.8490754849534937) | > loader_time: 0.0095 (0.010122493255970092)  --> TIME: 2025-05-10 00:30:12 -- STEP: 437/725 -- GLOBAL_STEP: 189850 | > loss_disc: 2.2784488201141357 (2.223912605704648) | > loss_disc_real_0: 0.1278163492679596 (0.14264682145017782) | > loss_disc_real_1: 0.1801365166902542 (0.19406366989323423) | > loss_disc_real_2: 0.18914556503295898 (0.18956661388039317) | > loss_disc_real_3: 0.2208627313375473 (0.2053178836265472) | > loss_disc_real_4: 0.21525822579860687 (0.19831768172692926) | > loss_disc_real_5: 0.2472146898508072 (0.20591360463566857) | > loss_0: 2.2784488201141357 (2.223912605704648) | > grad_norm_0: tensor(29.1713, device='cuda:0') (tensor(29.6390, device='cuda:0')) | > loss_gen: 2.652440071105957 (2.7572070477483486) | > loss_kl: 1.681071162223816 (1.7321749429135356) | > loss_feat: 7.339766025543213 (8.196385501451278) | > loss_mel: 11.910710334777832 (13.2251477798008) | > loss_duration: 1.6369283199310303 (1.6886642623002246) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.220916748046875 (27.599579551399977) | > grad_norm_1: tensor(475.6613, device='cuda:0') (tensor(619.7863, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.9004 (0.8500414903976827) | > loader_time: 0.0096 (0.010102816522803409)  --> TIME: 2025-05-10 00:30:55 -- STEP: 487/725 -- GLOBAL_STEP: 189900 | > loss_disc: 2.2092742919921875 (2.2260095696184896) | > loss_disc_real_0: 0.1017419621348381 (0.1437945471774382) | > loss_disc_real_1: 0.18182580173015594 (0.19410416300291888) | > loss_disc_real_2: 0.17553673684597015 (0.18964386760454158) | > loss_disc_real_3: 0.18629860877990723 (0.20519654189659092) | > loss_disc_real_4: 0.18432843685150146 (0.1984616445809664) | > loss_disc_real_5: 0.15555500984191895 (0.20548805447574514) | > loss_0: 2.2092742919921875 (2.2260095696184896) | > grad_norm_0: tensor(32.5323, device='cuda:0') (tensor(29.7812, device='cuda:0')) | > loss_gen: 2.8179514408111572 (2.758159504778822) | > loss_kl: 1.7217007875442505 (1.7321776107596176) | > loss_feat: 8.734984397888184 (8.187866622172821) | > loss_mel: 13.816219329833984 (13.222342923926131) | > loss_duration: 1.6957180500030518 (1.6890748254572336) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.78657341003418 (27.589621487094632) | > grad_norm_1: tensor(593.9934, device='cuda:0') (tensor(613.2986, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8125 (0.8496534775414754) | > loader_time: 0.0092 (0.010094962815239692)  --> TIME: 2025-05-10 00:31:38 -- STEP: 537/725 -- GLOBAL_STEP: 189950 | > loss_disc: 2.167694091796875 (2.22600358469304) | > loss_disc_real_0: 0.09618744254112244 (0.14356352465168284) | > loss_disc_real_1: 0.21462541818618774 (0.19454525902284592) | > loss_disc_real_2: 0.20048555731773376 (0.1898800131051456) | > loss_disc_real_3: 0.21516714990139008 (0.20525396402987686) | > loss_disc_real_4: 0.20533081889152527 (0.19851531118875998) | > loss_disc_real_5: 0.18864920735359192 (0.20543269396827202) | > loss_0: 2.167694091796875 (2.22600358469304) | > grad_norm_0: tensor(25.5068, device='cuda:0') (tensor(29.7730, device='cuda:0')) | > loss_gen: 2.85044002532959 (2.7576783902152298) | > loss_kl: 1.6848838329315186 (1.7338839600650067) | > loss_feat: 8.437643051147461 (8.181643244496483) | > loss_mel: 13.207484245300293 (13.223263047926919) | > loss_duration: 1.7092688083648682 (1.6898804261475742) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.889719009399414 (27.586349071737104) | > grad_norm_1: tensor(801.5931, device='cuda:0') (tensor(615.1875, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8496 (0.8495066640985303) | > loader_time: 0.0111 (0.010052189480659019)  --> TIME: 2025-05-10 00:32:21 -- STEP: 587/725 -- GLOBAL_STEP: 190000 | > loss_disc: 2.3161780834198 (2.2244135476458395) | > loss_disc_real_0: 0.14751990139484406 (0.14347085097782464) | > loss_disc_real_1: 0.22264309227466583 (0.19418470911821273) | > loss_disc_real_2: 0.20827966928482056 (0.18979797125167294) | > loss_disc_real_3: 0.2149653285741806 (0.20516616837129478) | > loss_disc_real_4: 0.2246166169643402 (0.19848804444937737) | > loss_disc_real_5: 0.21935676038265228 (0.20488929319523866) | > loss_0: 2.3161780834198 (2.2244135476458395) | > grad_norm_0: tensor(28.0818, device='cuda:0') (tensor(29.8172, device='cuda:0')) | > loss_gen: 2.6053075790405273 (2.7603769152087314) | > loss_kl: 1.62472403049469 (1.73445029315591) | > loss_feat: 6.843287467956543 (8.19376737214433) | > loss_mel: 11.359663009643555 (13.230583294896089) | > loss_duration: 1.6725447177886963 (1.6896862847638494) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.105527877807617 (27.6088641912405) | > grad_norm_1: tensor(722.2143, device='cuda:0') (tensor(617.2711, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8466 (0.8492472598256208) | > loader_time: 0.0094 (0.010015552657223235) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_190000.pth  --> TIME: 2025-05-10 00:33:07 -- STEP: 637/725 -- GLOBAL_STEP: 190050 | > loss_disc: 2.2061545848846436 (2.2246395452430523) | > loss_disc_real_0: 0.10572647303342819 (0.14291080736571254) | > loss_disc_real_1: 0.2000000923871994 (0.19423670907690538) | > loss_disc_real_2: 0.1857745349407196 (0.18996022063858647) | > loss_disc_real_3: 0.21269866824150085 (0.20510166162972912) | > loss_disc_real_4: 0.20691010355949402 (0.19875577443061487) | > loss_disc_real_5: 0.2023090124130249 (0.20492495806943295) | > loss_0: 2.2061545848846436 (2.2246395452430523) | > grad_norm_0: tensor(13.3052, device='cuda:0') (tensor(29.7153, device='cuda:0')) | > loss_gen: 2.723879814147949 (2.7594567329580433) | > loss_kl: 1.7583396434783936 (1.7318570991887396) | > loss_feat: 9.140177726745605 (8.185168533534778) | > loss_mel: 15.054055213928223 (13.221792930710821) | > loss_duration: 1.6846835613250732 (1.6896006237580983) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.361135482788086 (27.587875941110358) | > grad_norm_1: tensor(278.3101, device='cuda:0') (tensor(617.3230, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8413 (0.8490868917252621) | > loader_time: 0.0099 (0.010017327648504182)  --> TIME: 2025-05-10 00:33:49 -- STEP: 687/725 -- GLOBAL_STEP: 190100 | > loss_disc: 2.2117667198181152 (2.2236302159238583) | > loss_disc_real_0: 0.12737791240215302 (0.1428978028537754) | > loss_disc_real_1: 0.20116814970970154 (0.19401484534816799) | > loss_disc_real_2: 0.21056756377220154 (0.18974924601581933) | > loss_disc_real_3: 0.22306931018829346 (0.2051119663396082) | > loss_disc_real_4: 0.18610556423664093 (0.19878064362763326) | > loss_disc_real_5: 0.1884647011756897 (0.20468321893760028) | > loss_0: 2.2117667198181152 (2.2236302159238583) | > grad_norm_0: tensor(25.9693, device='cuda:0') (tensor(30.0596, device='cuda:0')) | > loss_gen: 2.7969725131988525 (2.7596099671665075) | > loss_kl: 1.8552467823028564 (1.7317964706184903) | > loss_feat: 8.79675579071045 (8.188035436072184) | > loss_mel: 13.384995460510254 (13.22181452899694) | > loss_duration: 1.688997507095337 (1.6896141389224908) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.522968292236328 (27.590870561558077) | > grad_norm_1: tensor(678.6012, device='cuda:0') (tensor(616.5544, device='cuda:0')) | > current_lr_0: 0.00019511045216059385 | > current_lr_1: 0.00019511045216059385 | > step_time: 0.8586 (0.8485676496136487) | > loader_time: 0.0104 (0.010024923077490297)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3463094234466553 (2.3463094234466553) | > loss_disc_real_0: 0.11504703760147095 (0.11504703760147095) | > loss_disc_real_1: 0.15101386606693268 (0.15101386606693268) | > loss_disc_real_2: 0.16130617260932922 (0.16130617260932922) | > loss_disc_real_3: 0.18738949298858643 (0.18738949298858643) | > loss_disc_real_4: 0.22457925975322723 (0.22457925975322723) | > loss_disc_real_5: 0.24217569828033447 (0.24217569828033447) | > loss_0: 2.3463094234466553 (2.3463094234466553) | > loss_gen: 2.263106107711792 (2.263106107711792) | > loss_kl: 2.0731406211853027 (2.0731406211853027) | > loss_feat: 8.389662742614746 (8.389662742614746) | > loss_mel: 14.382932662963867 (14.382932662963867) | > loss_duration: 1.6875340938568115 (1.6875340938568115) | > loss_1: 28.796375274658203 (28.796375274658203)  --> STEP: 1 | > loss_disc: 2.4334776401519775 (2.4334776401519775) | > loss_disc_real_0: 0.11814652383327484 (0.11814652383327484) | > loss_disc_real_1: 0.1525445580482483 (0.1525445580482483) | > loss_disc_real_2: 0.1847197413444519 (0.1847197413444519) | > loss_disc_real_3: 0.19903434813022614 (0.19903434813022614) | > loss_disc_real_4: 0.22361551225185394 (0.22361551225185394) | > loss_disc_real_5: 0.20508630573749542 (0.20508630573749542) | > loss_0: 2.4334776401519775 (2.4334776401519775) | > loss_gen: 2.1295273303985596 (2.1295273303985596) | > loss_kl: 1.996334433555603 (1.996334433555603) | > loss_feat: 7.28598165512085 (7.28598165512085) | > loss_mel: 13.869657516479492 (13.869657516479492) | > loss_duration: 1.8202171325683594 (1.8202171325683594) | > loss_1: 27.10171890258789 (27.10171890258789)  --> STEP: 2 | > loss_disc: 2.2891645431518555 (2.3613210916519165) | > loss_disc_real_0: 0.11305861175060272 (0.11560256779193878) | > loss_disc_real_1: 0.13195297122001648 (0.14224876463413239) | > loss_disc_real_2: 0.16496843099594116 (0.17484408617019653) | > loss_disc_real_3: 0.17586778104305267 (0.1874510645866394) | > loss_disc_real_4: 0.18998146057128906 (0.2067984864115715) | > loss_disc_real_5: 0.20577745139598846 (0.20543187856674194) | > loss_0: 2.2891645431518555 (2.3613210916519165) | > loss_gen: 2.2983334064483643 (2.213930368423462) | > loss_kl: 1.8531107902526855 (1.9247226119041443) | > loss_feat: 8.79798698425293 (8.04198431968689) | > loss_mel: 15.123496055603027 (14.49657678604126) | > loss_duration: 1.8317255973815918 (1.8259713649749756) | > loss_1: 29.904653549194336 (28.503186225891113)  --> STEP: 3 | > loss_disc: 2.319847345352173 (2.347496509552002) | > loss_disc_real_0: 0.10473443567752838 (0.11197985708713531) | > loss_disc_real_1: 0.16556431353092194 (0.15002061426639557) | > loss_disc_real_2: 0.16122561693191528 (0.17030459642410278) | > loss_disc_real_3: 0.1522986888885498 (0.17573360602060953) | > loss_disc_real_4: 0.23350462317466736 (0.2157005319992701) | > loss_disc_real_5: 0.19644835591316223 (0.2024373710155487) | > loss_0: 2.319847345352173 (2.347496509552002) | > loss_gen: 2.2149319648742676 (2.214264233907064) | > loss_kl: 1.88688325881958 (1.9121094942092896) | > loss_feat: 8.423748016357422 (8.169238885243734) | > loss_mel: 14.298848152160645 (14.430667241414389) | > loss_duration: 1.8153339624404907 (1.8224255641301472) | > loss_1: 28.63974380493164 (28.54870541890462)  --> STEP: 4 | > loss_disc: 2.458599805831909 (2.3752723336219788) | > loss_disc_real_0: 0.11423942446708679 (0.11254474893212318) | > loss_disc_real_1: 0.15814286470413208 (0.1520511768758297) | > loss_disc_real_2: 0.18294356763362885 (0.1734643392264843) | > loss_disc_real_3: 0.18751585483551025 (0.17867916822433472) | > loss_disc_real_4: 0.21880903840065002 (0.2164776585996151) | > loss_disc_real_5: 0.18543165922164917 (0.19818594306707382) | > loss_0: 2.458599805831909 (2.3752723336219788) | > loss_gen: 2.0989108085632324 (2.185425877571106) | > loss_kl: 2.05125093460083 (1.9468948543071747) | > loss_feat: 7.278442859649658 (7.946539878845215) | > loss_mel: 11.523216247558594 (13.70380449295044) | > loss_duration: 1.753881812095642 (1.805289626121521) | > loss_1: 24.70570182800293 (27.5879545211792) --> EVAL PERFORMANCE | > avg_loader_time: 0.2821539044380188 (+0.001179337501525879) | > avg_loss_disc: 2.3752723336219788 (+0.20543688535690308) | > avg_loss_disc_real_0: 0.11254474893212318 (-0.017261626198887825) | > avg_loss_disc_real_1: 0.1520511768758297 (-0.05430946126580238) | > avg_loss_disc_real_2: 0.1734643392264843 (+0.046303657814860344) | > avg_loss_disc_real_3: 0.17867916822433472 (-0.012199021875858307) | > avg_loss_disc_real_4: 0.2164776585996151 (+0.02776043489575386) | > avg_loss_disc_real_5: 0.19818594306707382 (+0.0013525113463401794) | > avg_loss_0: 2.3752723336219788 (+0.20543688535690308) | > avg_loss_gen: 2.185425877571106 (-0.4925980567932129) | > avg_loss_kl: 1.9468948543071747 (-0.032180845737457275) | > avg_loss_feat: 7.946539878845215 (-0.754133939743042) | > avg_loss_mel: 13.70380449295044 (-1.184905767440796) | > avg_loss_duration: 1.805289626121521 (+0.010830193758010864) | > avg_loss_1: 27.5879545211792 (-2.452988624572754)  > EPOCH: 199/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 00:34:28)   --> TIME: 2025-05-10 00:34:41 -- STEP: 12/725 -- GLOBAL_STEP: 190150 | > loss_disc: 2.2410740852355957 (2.252577483654022) | > loss_disc_real_0: 0.145099475979805 (0.1422375123947859) | > loss_disc_real_1: 0.236969456076622 (0.20239877700805664) | > loss_disc_real_2: 0.24554185569286346 (0.19581840187311172) | > loss_disc_real_3: 0.23688918352127075 (0.21121929958462715) | > loss_disc_real_4: 0.20485785603523254 (0.19915877530972162) | > loss_disc_real_5: 0.1872556060552597 (0.20402371138334274) | > loss_0: 2.2410740852355957 (2.252577483654022) | > grad_norm_0: tensor(67.2743, device='cuda:0') (tensor(33.5802, device='cuda:0')) | > loss_gen: 2.860584020614624 (2.755621552467346) | > loss_kl: 1.6410937309265137 (1.692877819140752) | > loss_feat: 8.359861373901367 (8.005139748255411) | > loss_mel: 14.296286582946777 (13.090956449508667) | > loss_duration: 1.7136297225952148 (1.6928465068340302) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.871456146240234 (27.237442016601562) | > grad_norm_1: tensor(860.3307, device='cuda:0') (tensor(589.1368, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8546 (0.83305424451828) | > loader_time: 0.0099 (0.01099069913228353)  --> TIME: 2025-05-10 00:35:24 -- STEP: 62/725 -- GLOBAL_STEP: 190200 | > loss_disc: 2.1784279346466064 (2.2206685196968827) | > loss_disc_real_0: 0.10860994458198547 (0.14194313124302896) | > loss_disc_real_1: 0.17794641852378845 (0.19745609909296036) | > loss_disc_real_2: 0.2012021541595459 (0.19025776463170205) | > loss_disc_real_3: 0.18610110878944397 (0.20356755919994846) | > loss_disc_real_4: 0.17842964828014374 (0.19840661244046304) | > loss_disc_real_5: 0.20066535472869873 (0.20200992880329008) | > loss_0: 2.1784279346466064 (2.2206685196968827) | > grad_norm_0: tensor(19.5867, device='cuda:0') (tensor(29.8264, device='cuda:0')) | > loss_gen: 2.689173460006714 (2.747583277763859) | > loss_kl: 1.6932692527770996 (1.6935182482965532) | > loss_feat: 8.793957710266113 (8.162514655820788) | > loss_mel: 13.536625862121582 (13.294701483941846) | > loss_duration: 1.728359341621399 (1.6864407658576965) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.44138526916504 (27.58475838938067) | > grad_norm_1: tensor(636.9182, device='cuda:0') (tensor(592.6229, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8511 (0.8484913649097565) | > loader_time: 0.0096 (0.010727459384549049)  --> TIME: 2025-05-10 00:36:07 -- STEP: 112/725 -- GLOBAL_STEP: 190250 | > loss_disc: 2.2347965240478516 (2.2189192080072004) | > loss_disc_real_0: 0.09584212303161621 (0.1419645468704403) | > loss_disc_real_1: 0.1777758002281189 (0.19610317344112055) | > loss_disc_real_2: 0.18185052275657654 (0.18947994762233322) | > loss_disc_real_3: 0.20405392348766327 (0.20475430360862187) | > loss_disc_real_4: 0.17995859682559967 (0.19713741088552134) | > loss_disc_real_5: 0.21564163267612457 (0.20360521413385868) | > loss_0: 2.2347965240478516 (2.2189192080072004) | > grad_norm_0: tensor(15.3382, device='cuda:0') (tensor(29.3167, device='cuda:0')) | > loss_gen: 2.689882278442383 (2.753219378846031) | > loss_kl: 1.6705511808395386 (1.6910503229924607) | > loss_feat: 8.714662551879883 (8.188892504998622) | > loss_mel: 13.79509449005127 (13.291985963072095) | > loss_duration: 1.7049888372421265 (1.6917549478156226) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.575180053710938 (27.616903083665026) | > grad_norm_1: tensor(264.4451, device='cuda:0') (tensor(596.2220, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.817 (0.8495318655456815) | > loader_time: 0.0096 (0.010534277984074183)  --> TIME: 2025-05-10 00:36:50 -- STEP: 162/725 -- GLOBAL_STEP: 190300 | > loss_disc: 2.161328077316284 (2.2177615555716153) | > loss_disc_real_0: 0.1020486131310463 (0.1405362423371386) | > loss_disc_real_1: 0.20709483325481415 (0.19533603141705194) | > loss_disc_real_2: 0.18788021802902222 (0.1898150452309184) | > loss_disc_real_3: 0.2169576734304428 (0.20481937341851958) | > loss_disc_real_4: 0.2094496637582779 (0.19834756547654117) | > loss_disc_real_5: 0.19786436855793 (0.20345371547672492) | > loss_0: 2.161328077316284 (2.2177615555716153) | > grad_norm_0: tensor(11.7204, device='cuda:0') (tensor(28.6924, device='cuda:0')) | > loss_gen: 2.9258971214294434 (2.754563256546303) | > loss_kl: 1.7778375148773193 (1.695340205857783) | > loss_feat: 8.519203186035156 (8.207714242699712) | > loss_mel: 13.778676986694336 (13.258124280858922) | > loss_duration: 1.6396530866622925 (1.6904882369218048) | > amp_scaler: 256.0 (257.5802469135802) | > loss_1: 28.641267776489258 (27.606230253054772) | > grad_norm_1: tensor(609.4415, device='cuda:0') (tensor(600.6205, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8356 (0.8478386946666387) | > loader_time: 0.0102 (0.010358907558299879)  --> TIME: 2025-05-10 00:37:34 -- STEP: 212/725 -- GLOBAL_STEP: 190350 | > loss_disc: 2.3046813011169434 (2.213895069540672) | > loss_disc_real_0: 0.11319231241941452 (0.14056325654657395) | > loss_disc_real_1: 0.1903906762599945 (0.1946865937338685) | > loss_disc_real_2: 0.19266262650489807 (0.18972980842556594) | > loss_disc_real_3: 0.19552582502365112 (0.20464448061472967) | > loss_disc_real_4: 0.22435462474822998 (0.19805187949875616) | > loss_disc_real_5: 0.2028127908706665 (0.20278572241933848) | > loss_0: 2.3046813011169434 (2.213895069540672) | > grad_norm_0: tensor(19.4568, device='cuda:0') (tensor(28.9223, device='cuda:0')) | > loss_gen: 2.398207664489746 (2.761762854063285) | > loss_kl: 1.6612706184387207 (1.6991167012250645) | > loss_feat: 7.201098442077637 (8.244121310845868) | > loss_mel: 10.976714134216309 (13.268238521971792) | > loss_duration: 1.6753123998641968 (1.6896716957946993) | > amp_scaler: 256.0 (257.2075471698113) | > loss_1: 23.91260528564453 (27.662911172183055) | > grad_norm_1: tensor(511.2012, device='cuda:0') (tensor(597.5923, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8287 (0.8489174381741937) | > loader_time: 0.011 (0.010356145085028887)  --> TIME: 2025-05-10 00:38:17 -- STEP: 262/725 -- GLOBAL_STEP: 190400 | > loss_disc: 2.186272382736206 (2.217086483959023) | > loss_disc_real_0: 0.0947813019156456 (0.14047419461812694) | > loss_disc_real_1: 0.20988529920578003 (0.19499755667821142) | > loss_disc_real_2: 0.1812669336795807 (0.1903352097586821) | > loss_disc_real_3: 0.182978093624115 (0.20525172364165767) | > loss_disc_real_4: 0.19936975836753845 (0.1982746495090368) | > loss_disc_real_5: 0.19806267321109772 (0.20226496645739975) | > loss_0: 2.186272382736206 (2.217086483959023) | > grad_norm_0: tensor(26.7866, device='cuda:0') (tensor(29.4844, device='cuda:0')) | > loss_gen: 2.636187791824341 (2.7648009471310906) | > loss_kl: 1.7070608139038086 (1.7052184648186193) | > loss_feat: 7.802883625030518 (8.257201677060308) | > loss_mel: 13.034136772155762 (13.292613320678244) | > loss_duration: 1.6835262775421143 (1.690020896096266) | > amp_scaler: 256.0 (256.9770992366413) | > loss_1: 26.863798141479492 (27.709855429088798) | > grad_norm_1: tensor(408.0156, device='cuda:0') (tensor(597.7642, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8908 (0.8479927523445537) | > loader_time: 0.0098 (0.010298268485615275)  --> TIME: 2025-05-10 00:39:00 -- STEP: 312/725 -- GLOBAL_STEP: 190450 | > loss_disc: 2.1349737644195557 (2.217000118814983) | > loss_disc_real_0: 0.10959834605455399 (0.14038979240621513) | > loss_disc_real_1: 0.16544964909553528 (0.19440140880835358) | > loss_disc_real_2: 0.166701540350914 (0.19019249239220065) | > loss_disc_real_3: 0.21363145112991333 (0.20557130085161107) | > loss_disc_real_4: 0.18010590970516205 (0.19843124211407628) | > loss_disc_real_5: 0.18990802764892578 (0.20251797727094245) | > loss_0: 2.1349737644195557 (2.217000118814983) | > grad_norm_0: tensor(30.9201, device='cuda:0') (tensor(29.4604, device='cuda:0')) | > loss_gen: 2.702260971069336 (2.7641359391884928) | > loss_kl: 1.8045531511306763 (1.7141126157381588) | > loss_feat: 8.838562965393066 (8.258258388592647) | > loss_mel: 14.688899993896484 (13.306166853660192) | > loss_duration: 1.6790273189544678 (1.6891185591618227) | > amp_scaler: 256.0 (256.82051282051304) | > loss_1: 29.71330451965332 (27.73179245606447) | > grad_norm_1: tensor(697.1203, device='cuda:0') (tensor(603.5872, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8439 (0.8480883752688383) | > loader_time: 0.0099 (0.010264411950722724)  --> TIME: 2025-05-10 00:39:43 -- STEP: 362/725 -- GLOBAL_STEP: 190500 | > loss_disc: 2.363558053970337 (2.216405563591597) | > loss_disc_real_0: 0.10398023575544357 (0.14026052994622712) | > loss_disc_real_1: 0.17226196825504303 (0.19431631962732712) | > loss_disc_real_2: 0.20994755625724792 (0.18987453807124768) | > loss_disc_real_3: 0.24137572944164276 (0.2054176202548144) | > loss_disc_real_4: 0.21685978770256042 (0.19801101668928214) | > loss_disc_real_5: 0.19096259772777557 (0.2032281124130797) | > loss_0: 2.363558053970337 (2.216405563591597) | > grad_norm_0: tensor(15.4533, device='cuda:0') (tensor(29.0076, device='cuda:0')) | > loss_gen: 2.5891408920288086 (2.7600407126200137) | > loss_kl: 1.7209378480911255 (1.7196937575524678) | > loss_feat: 7.763373851776123 (8.227745033759437) | > loss_mel: 12.41730785369873 (13.256354661277644) | > loss_duration: 1.6349236965179443 (1.6879610495014092) | > amp_scaler: 256.0 (256.7071823204422) | > loss_1: 26.12568473815918 (27.651795292427526) | > grad_norm_1: tensor(595.1387, device='cuda:0') (tensor(601.2226, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8467 (0.8483745893720764) | > loader_time: 0.01 (0.010266095235202858)  --> TIME: 2025-05-10 00:40:26 -- STEP: 412/725 -- GLOBAL_STEP: 190550 | > loss_disc: 2.2807843685150146 (2.2170987111850886) | > loss_disc_real_0: 0.17202812433242798 (0.14127317881121224) | > loss_disc_real_1: 0.20020313560962677 (0.19399732170463763) | > loss_disc_real_2: 0.21895499527454376 (0.18985655202159596) | > loss_disc_real_3: 0.2102993130683899 (0.20504880624199384) | > loss_disc_real_4: 0.22691135108470917 (0.1980764020993872) | > loss_disc_real_5: 0.19024066627025604 (0.203108302236182) | > loss_0: 2.2807843685150146 (2.2170987111850886) | > grad_norm_0: tensor(34.3321, device='cuda:0') (tensor(29.0402, device='cuda:0')) | > loss_gen: 2.657883405685425 (2.7601602002254966) | > loss_kl: 1.6192516088485718 (1.72107985789336) | > loss_feat: 8.456618309020996 (8.219957874816597) | > loss_mel: 12.61368179321289 (13.267012871584846) | > loss_duration: 1.6839358806610107 (1.6880961393268368) | > amp_scaler: 256.0 (256.62135922330117) | > loss_1: 27.031370162963867 (27.65630701213207) | > grad_norm_1: tensor(630.0297, device='cuda:0') (tensor(595.6642, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8485 (0.8485861131288472) | > loader_time: 0.01 (0.010216818851174665)  --> TIME: 2025-05-10 00:41:09 -- STEP: 462/725 -- GLOBAL_STEP: 190600 | > loss_disc: 2.2596335411071777 (2.2171738674114327) | > loss_disc_real_0: 0.0912792980670929 (0.14112157414937437) | > loss_disc_real_1: 0.18771223723888397 (0.19400365973189793) | > loss_disc_real_2: 0.2011682093143463 (0.18970014525827386) | > loss_disc_real_3: 0.21103668212890625 (0.20506244717222277) | > loss_disc_real_4: 0.1732431799173355 (0.19803917353158393) | > loss_disc_real_5: 0.1577342301607132 (0.2035182753811667) | > loss_0: 2.2596335411071777 (2.2171738674114327) | > grad_norm_0: tensor(31.1208, device='cuda:0') (tensor(28.9735, device='cuda:0')) | > loss_gen: 2.802689552307129 (2.761199788613753) | > loss_kl: 1.7288689613342285 (1.7202344970269632) | > loss_feat: 8.24679183959961 (8.229655984160184) | > loss_mel: 13.980029106140137 (13.28321376197782) | > loss_duration: 1.7038666009902954 (1.6880008991146505) | > amp_scaler: 256.0 (256.55411255411275) | > loss_1: 28.462244033813477 (27.682304993336334) | > grad_norm_1: tensor(718.4955, device='cuda:0') (tensor(596.4173, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.7949 (0.8479112515717874) | > loader_time: 0.0097 (0.010228857333525954)  --> TIME: 2025-05-10 00:41:52 -- STEP: 512/725 -- GLOBAL_STEP: 190650 | > loss_disc: 2.119673728942871 (2.2182737160474106) | > loss_disc_real_0: 0.13752605020999908 (0.14161108873668132) | > loss_disc_real_1: 0.18647919595241547 (0.19400344014866275) | > loss_disc_real_2: 0.19643358886241913 (0.18978782391059207) | > loss_disc_real_3: 0.21798786520957947 (0.2050949144759216) | > loss_disc_real_4: 0.17192873358726501 (0.1981578940758482) | > loss_disc_real_5: 0.21379326283931732 (0.20338031809660606) | > loss_0: 2.119673728942871 (2.2182737160474106) | > grad_norm_0: tensor(31.8964, device='cuda:0') (tensor(29.0650, device='cuda:0')) | > loss_gen: 2.951571464538574 (2.761705623473972) | > loss_kl: 1.5261751413345337 (1.7187053931411351) | > loss_feat: 8.285274505615234 (8.221980485133827) | > loss_mel: 13.446839332580566 (13.289818041026592) | > loss_duration: 1.637803316116333 (1.6887600277550523) | > amp_scaler: 256.0 (256.50000000000017) | > loss_1: 27.847665786743164 (27.680969648063183) | > grad_norm_1: tensor(570.5682, device='cuda:0') (tensor(595.0018, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8307 (0.8473754748702049) | > loader_time: 0.0097 (0.010194830130785707)  --> TIME: 2025-05-10 00:42:35 -- STEP: 562/725 -- GLOBAL_STEP: 190700 | > loss_disc: 2.227586030960083 (2.2193629415009837) | > loss_disc_real_0: 0.16593267023563385 (0.1418290136123468) | > loss_disc_real_1: 0.20028701424598694 (0.1940105192336747) | > loss_disc_real_2: 0.1797793060541153 (0.1896677011643864) | > loss_disc_real_3: 0.20764146745204926 (0.20541667710207537) | > loss_disc_real_4: 0.21116140484809875 (0.19819750363716454) | > loss_disc_real_5: 0.18066957592964172 (0.2034041282598234) | > loss_0: 2.227586030960083 (2.2193629415009837) | > grad_norm_0: tensor(26.2001, device='cuda:0') (tensor(29.0683, device='cuda:0')) | > loss_gen: 2.9015023708343506 (2.762084167198778) | > loss_kl: 1.7458020448684692 (1.716621369441633) | > loss_feat: 8.988319396972656 (8.218369852181434) | > loss_mel: 13.386035919189453 (13.288598897194099) | > loss_duration: 1.6535276174545288 (1.6885969626097497) | > amp_scaler: 256.0 (256.45551601423506) | > loss_1: 28.675188064575195 (27.674271312048422) | > grad_norm_1: tensor(624.1287, device='cuda:0') (tensor(594.4293, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8934 (0.848112285773525) | > loader_time: 0.0098 (0.010163067922897612)  --> TIME: 2025-05-10 00:43:18 -- STEP: 612/725 -- GLOBAL_STEP: 190750 | > loss_disc: 2.1591756343841553 (2.220469881506532) | > loss_disc_real_0: 0.22057747840881348 (0.1419844399480259) | > loss_disc_real_1: 0.16524827480316162 (0.19398311747152822) | > loss_disc_real_2: 0.17585517466068268 (0.18973465453760288) | > loss_disc_real_3: 0.19292449951171875 (0.20548911173554024) | > loss_disc_real_4: 0.20794568955898285 (0.1981988505405537) | > loss_disc_real_5: 0.18501846492290497 (0.2037198260621307) | > loss_0: 2.1591756343841553 (2.220469881506532) | > grad_norm_0: tensor(54.2918, device='cuda:0') (tensor(29.0299, device='cuda:0')) | > loss_gen: 2.924699306488037 (2.7595930508538786) | > loss_kl: 1.7076417207717896 (1.7143084588004087) | > loss_feat: 8.280634880065918 (8.207631894186438) | > loss_mel: 13.318833351135254 (13.270654835732154) | > loss_duration: 1.6164836883544922 (1.688290735085806) | > amp_scaler: 256.0 (256.418300653595) | > loss_1: 27.84829330444336 (27.640479031731093) | > grad_norm_1: tensor(670.9590, device='cuda:0') (tensor(593.9650, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8202 (0.8478122637941946) | > loader_time: 0.0091 (0.010153703829821427)  --> TIME: 2025-05-10 00:44:01 -- STEP: 662/725 -- GLOBAL_STEP: 190800 | > loss_disc: 2.29542875289917 (2.221205136927238) | > loss_disc_real_0: 0.1367238312959671 (0.14243538344554682) | > loss_disc_real_1: 0.21083706617355347 (0.19393366910629753) | > loss_disc_real_2: 0.1918518990278244 (0.1899167112443381) | > loss_disc_real_3: 0.23272335529327393 (0.2055934793639399) | > loss_disc_real_4: 0.21216008067131042 (0.19841175488114696) | > loss_disc_real_5: 0.1955607831478119 (0.203532531677416) | > loss_0: 2.29542875289917 (2.221205136927238) | > grad_norm_0: tensor(29.2839, device='cuda:0') (tensor(29.2748, device='cuda:0')) | > loss_gen: 2.4525041580200195 (2.759531295911783) | > loss_kl: 1.9699127674102783 (1.7160863139838243) | > loss_feat: 7.022957801818848 (8.202435036800422) | > loss_mel: 11.196130752563477 (13.270062453797216) | > loss_duration: 1.696734070777893 (1.6883863432169688) | > amp_scaler: 256.0 (256.3867069486404) | > loss_1: 24.338239669799805 (27.63650147936495) | > grad_norm_1: tensor(559.6339, device='cuda:0') (tensor(593.0643, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.874 (0.8470753978746535) | > loader_time: 0.0111 (0.010131270503709693)  --> TIME: 2025-05-10 00:44:44 -- STEP: 712/725 -- GLOBAL_STEP: 190850 | > loss_disc: 2.3090224266052246 (2.2195862854799566) | > loss_disc_real_0: 0.1537800282239914 (0.14254758007866292) | > loss_disc_real_1: 0.17501749098300934 (0.19373024654773505) | > loss_disc_real_2: 0.21165700256824493 (0.18970833668548057) | > loss_disc_real_3: 0.23365634679794312 (0.20532751290567136) | > loss_disc_real_4: 0.2035510092973709 (0.19810115085558924) | > loss_disc_real_5: 0.20124270021915436 (0.20338198299823174) | > loss_0: 2.3090224266052246 (2.2195862854799566) | > grad_norm_0: tensor(10.3877, device='cuda:0') (tensor(29.2466, device='cuda:0')) | > loss_gen: 2.5985090732574463 (2.7613724898756216) | > loss_kl: 1.8277150392532349 (1.7166998130217022) | > loss_feat: 7.513890266418457 (8.216231239645674) | > loss_mel: 12.889616012573242 (13.273726648159242) | > loss_duration: 1.6812785863876343 (1.6880731889036271) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 26.51100730895996 (27.656103415435613) | > grad_norm_1: tensor(92.3753, device='cuda:0') (tensor(584.1341, device='cuda:0')) | > current_lr_0: 0.00019508606335407377 | > current_lr_1: 0.00019508606335407377 | > step_time: 0.8186 (0.846986872091722) | > loader_time: 0.0099 (0.010130571515372642)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1708881855010986 (2.1708881855010986) | > loss_disc_real_0: 0.15582142770290375 (0.15582142770290375) | > loss_disc_real_1: 0.16172391176223755 (0.16172391176223755) | > loss_disc_real_2: 0.22454796731472015 (0.22454796731472015) | > loss_disc_real_3: 0.19833654165267944 (0.19833654165267944) | > loss_disc_real_4: 0.1861569732427597 (0.1861569732427597) | > loss_disc_real_5: 0.23960807919502258 (0.23960807919502258) | > loss_0: 2.1708881855010986 (2.1708881855010986) | > loss_gen: 2.7215471267700195 (2.7215471267700195) | > loss_kl: 2.057048797607422 (2.057048797607422) | > loss_feat: 8.400506973266602 (8.400506973266602) | > loss_mel: 13.950655937194824 (13.950655937194824) | > loss_duration: 1.6878442764282227 (1.6878442764282227) | > loss_1: 28.81760025024414 (28.81760025024414)  --> STEP: 1 | > loss_disc: 2.3370234966278076 (2.3370234966278076) | > loss_disc_real_0: 0.1549965888261795 (0.1549965888261795) | > loss_disc_real_1: 0.17144009470939636 (0.17144009470939636) | > loss_disc_real_2: 0.24284419417381287 (0.24284419417381287) | > loss_disc_real_3: 0.2047138214111328 (0.2047138214111328) | > loss_disc_real_4: 0.18347184360027313 (0.18347184360027313) | > loss_disc_real_5: 0.21613700687885284 (0.21613700687885284) | > loss_0: 2.3370234966278076 (2.3370234966278076) | > loss_gen: 2.4625296592712402 (2.4625296592712402) | > loss_kl: 2.1725687980651855 (2.1725687980651855) | > loss_feat: 7.49407434463501 (7.49407434463501) | > loss_mel: 12.534012794494629 (12.534012794494629) | > loss_duration: 1.8086775541305542 (1.8086775541305542) | > loss_1: 26.471864700317383 (26.471864700317383)  --> STEP: 2 | > loss_disc: 2.3089168071746826 (2.322970151901245) | > loss_disc_real_0: 0.16791103780269623 (0.16145381331443787) | > loss_disc_real_1: 0.17161348462104797 (0.17152678966522217) | > loss_disc_real_2: 0.2390979677438736 (0.24097108095884323) | > loss_disc_real_3: 0.2032082974910736 (0.2039610594511032) | > loss_disc_real_4: 0.2016114443540573 (0.19254164397716522) | > loss_disc_real_5: 0.22941040992736816 (0.2227737084031105) | > loss_0: 2.3089168071746826 (2.322970151901245) | > loss_gen: 2.5856990814208984 (2.5241143703460693) | > loss_kl: 2.0856289863586426 (2.129098892211914) | > loss_feat: 7.211573123931885 (7.352823734283447) | > loss_mel: 12.405645370483398 (12.469829082489014) | > loss_duration: 1.8352067470550537 (1.821942150592804) | > loss_1: 26.12375259399414 (26.29780864715576)  --> STEP: 3 | > loss_disc: 2.1528282165527344 (2.2662561734517417) | > loss_disc_real_0: 0.15449294447898865 (0.15913352370262146) | > loss_disc_real_1: 0.1571957916021347 (0.16674979031085968) | > loss_disc_real_2: 0.19652335345745087 (0.22615517179171243) | > loss_disc_real_3: 0.18459686636924744 (0.19750632842381796) | > loss_disc_real_4: 0.16201746463775635 (0.1823669175306956) | > loss_disc_real_5: 0.21214085817337036 (0.21922942499319711) | > loss_0: 2.1528282165527344 (2.2662561734517417) | > loss_gen: 2.7063584327697754 (2.584862391153971) | > loss_kl: 1.9649189710617065 (2.0743722518285117) | > loss_feat: 9.297395706176758 (8.001014391581217) | > loss_mel: 14.909253120422363 (13.282970428466797) | > loss_duration: 1.8025743961334229 (1.815486232439677) | > loss_1: 30.680500030517578 (27.758705774943035)  --> STEP: 4 | > loss_disc: 2.131284475326538 (2.2325132489204407) | > loss_disc_real_0: 0.1454235017299652 (0.1557060182094574) | > loss_disc_real_1: 0.1412154883146286 (0.1603662148118019) | > loss_disc_real_2: 0.19742611050605774 (0.21897290647029877) | > loss_disc_real_3: 0.19064415991306305 (0.19579078629612923) | > loss_disc_real_4: 0.16524706780910492 (0.17808695510029793) | > loss_disc_real_5: 0.24755749106407166 (0.22631144151091576) | > loss_0: 2.131284475326538 (2.2325132489204407) | > loss_gen: 2.710139751434326 (2.61618173122406) | > loss_kl: 1.9533257484436035 (2.0441106259822845) | > loss_feat: 10.56313419342041 (8.641544342041016) | > loss_mel: 14.41340160369873 (13.56557822227478) | > loss_duration: 1.7487826347351074 (1.7988103330135345) | > loss_1: 31.38878631591797 (28.666225910186768) --> EVAL PERFORMANCE | > avg_loader_time: 0.2796795964241028 (-0.0024743080139160156) | > avg_loss_disc: 2.2325132489204407 (-0.14275908470153809) | > avg_loss_disc_real_0: 0.1557060182094574 (+0.04316126927733421) | > avg_loss_disc_real_1: 0.1603662148118019 (+0.008315037935972214) | > avg_loss_disc_real_2: 0.21897290647029877 (+0.04550856724381447) | > avg_loss_disc_real_3: 0.19579078629612923 (+0.01711161807179451) | > avg_loss_disc_real_4: 0.17808695510029793 (-0.03839070349931717) | > avg_loss_disc_real_5: 0.22631144151091576 (+0.028125498443841934) | > avg_loss_0: 2.2325132489204407 (-0.14275908470153809) | > avg_loss_gen: 2.61618173122406 (+0.4307558536529541) | > avg_loss_kl: 2.0441106259822845 (+0.09721577167510986) | > avg_loss_feat: 8.641544342041016 (+0.6950044631958008) | > avg_loss_mel: 13.56557822227478 (-0.13822627067565918) | > avg_loss_duration: 1.7988103330135345 (-0.00647929310798645) | > avg_loss_1: 28.666225910186768 (+1.0782713890075684)  > EPOCH: 200/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 00:45:01)   --> TIME: 2025-05-10 00:45:35 -- STEP: 37/725 -- GLOBAL_STEP: 190900 | > loss_disc: 2.2718422412872314 (2.209319945928213) | > loss_disc_real_0: 0.1980588138103485 (0.13982534911986944) | > loss_disc_real_1: 0.17516060173511505 (0.19131372949561556) | > loss_disc_real_2: 0.15031121671199799 (0.19039855212778659) | > loss_disc_real_3: 0.19909746944904327 (0.2061116663185326) | > loss_disc_real_4: 0.2069912999868393 (0.19769498021216006) | > loss_disc_real_5: 0.2080206722021103 (0.20413181709276662) | > loss_0: 2.2718422412872314 (2.209319945928213) | > grad_norm_0: tensor(35.5674, device='cuda:0') (tensor(27.4322, device='cuda:0')) | > loss_gen: 2.835070848464966 (2.7684390738203724) | > loss_kl: 1.687013030052185 (1.739787784782616) | > loss_feat: 8.031968116760254 (8.204309102651237) | > loss_mel: 12.773619651794434 (13.287192473540435) | > loss_duration: 1.6985715627670288 (1.686459944054887) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.026243209838867 (27.686188414290143) | > grad_norm_1: tensor(542.9306, device='cuda:0') (tensor(603.1375, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8509 (0.8487611590205012) | > loader_time: 0.0101 (0.010118832459320893)  --> TIME: 2025-05-10 00:46:19 -- STEP: 87/725 -- GLOBAL_STEP: 190950 | > loss_disc: 2.2431557178497314 (2.20846133944632) | > loss_disc_real_0: 0.13739849627017975 (0.13906734847816934) | > loss_disc_real_1: 0.17221659421920776 (0.1920919166556721) | > loss_disc_real_2: 0.18541191518306732 (0.1900731003147433) | > loss_disc_real_3: 0.22171203792095184 (0.20659901595663752) | > loss_disc_real_4: 0.20771269500255585 (0.19760236949071117) | > loss_disc_real_5: 0.23492158949375153 (0.20205048788552993) | > loss_0: 2.2431557178497314 (2.20846133944632) | > grad_norm_0: tensor(30.1618, device='cuda:0') (tensor(27.8529, device='cuda:0')) | > loss_gen: 2.608086347579956 (2.7671109862711236) | > loss_kl: 1.794485330581665 (1.749567697788107) | > loss_feat: 7.766304969787598 (8.21992645044436) | > loss_mel: 13.13649845123291 (13.295916634044428) | > loss_duration: 1.658322811126709 (1.68577455515149) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.96369743347168 (27.718296336031507) | > grad_norm_1: tensor(448.0707, device='cuda:0') (tensor(611.5955, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8418 (0.855169663484069) | > loader_time: 0.0097 (0.010203010734470412)  --> TIME: 2025-05-10 00:47:02 -- STEP: 137/725 -- GLOBAL_STEP: 191000 | > loss_disc: 2.138533115386963 (2.2067098112872037) | > loss_disc_real_0: 0.11561606079339981 (0.13888773218776193) | > loss_disc_real_1: 0.19566097855567932 (0.19131349027156835) | > loss_disc_real_2: 0.19431006908416748 (0.1898249852178741) | > loss_disc_real_3: 0.21302442252635956 (0.20561576128876122) | > loss_disc_real_4: 0.22442655265331268 (0.19769465335964287) | > loss_disc_real_5: 0.20329339802265167 (0.2034095450691933) | > loss_0: 2.138533115386963 (2.2067098112872037) | > grad_norm_0: tensor(21.1824, device='cuda:0') (tensor(27.6000, device='cuda:0')) | > loss_gen: 2.9419782161712646 (2.7646153495259527) | > loss_kl: 1.527642846107483 (1.741433780558788) | > loss_feat: 9.084218978881836 (8.227606522775911) | > loss_mel: 13.348299026489258 (13.313137848011769) | > loss_duration: 1.6828640699386597 (1.686517600595516) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.585002899169922 (27.733311061441462) | > grad_norm_1: tensor(676.7827, device='cuda:0') (tensor(587.3350, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8245 (0.8536050354477261) | > loader_time: 0.0091 (0.010137103769901025) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_191000.pth  --> TIME: 2025-05-10 00:47:48 -- STEP: 187/725 -- GLOBAL_STEP: 191050 | > loss_disc: 2.0494375228881836 (2.2122080071087185) | > loss_disc_real_0: 0.12011578679084778 (0.13944885704447255) | > loss_disc_real_1: 0.18199750781059265 (0.19249002324706094) | > loss_disc_real_2: 0.18088723719120026 (0.19082509881672383) | > loss_disc_real_3: 0.20033816993236542 (0.20534180080826908) | > loss_disc_real_4: 0.18760104477405548 (0.19851610988856636) | > loss_disc_real_5: 0.18355792760849 (0.20211409956694923) | > loss_0: 2.0494375228881836 (2.2122080071087185) | > grad_norm_0: tensor(29.6605, device='cuda:0') (tensor(28.1832, device='cuda:0')) | > loss_gen: 2.9468770027160645 (2.7664870999076148) | > loss_kl: 1.7130740880966187 (1.7271486852258284) | > loss_feat: 9.715380668640137 (8.244569908488883) | > loss_mel: 14.440937995910645 (13.321845911403386) | > loss_duration: 1.7148617506027222 (1.6876451006547653) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.531129837036133 (27.747696718430138) | > grad_norm_1: tensor(853.3456, device='cuda:0') (tensor(592.9072, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8474 (0.8533342585844153) | > loader_time: 0.0112 (0.010125538882087266)  --> TIME: 2025-05-10 00:48:31 -- STEP: 237/725 -- GLOBAL_STEP: 191100 | > loss_disc: 2.2495245933532715 (2.212547862580054) | > loss_disc_real_0: 0.13451993465423584 (0.13847742984189262) | > loss_disc_real_1: 0.21421676874160767 (0.19313637365268754) | > loss_disc_real_2: 0.20056860148906708 (0.190477137764295) | > loss_disc_real_3: 0.2170555144548416 (0.20554737281447222) | > loss_disc_real_4: 0.1851920783519745 (0.19856416418331083) | > loss_disc_real_5: 0.2191605269908905 (0.2028788277242757) | > loss_0: 2.2495245933532715 (2.212547862580054) | > grad_norm_0: tensor(24.4167, device='cuda:0') (tensor(27.5601, device='cuda:0')) | > loss_gen: 2.788778066635132 (2.761916742043153) | > loss_kl: 1.879981517791748 (1.7318158843849278) | > loss_feat: 7.661141872406006 (8.227076097882753) | > loss_mel: 12.249038696289062 (13.291861755435473) | > loss_duration: 1.670380711555481 (1.6874161983844098) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.24932098388672 (27.700086658011006) | > grad_norm_1: tensor(641.8671, device='cuda:0') (tensor(588.4446, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8151 (0.8532221287111693) | > loader_time: 0.0092 (0.010078143469894992)  --> TIME: 2025-05-10 00:49:14 -- STEP: 287/725 -- GLOBAL_STEP: 191150 | > loss_disc: 2.2789676189422607 (2.2115455006057787) | > loss_disc_real_0: 0.12991030514240265 (0.13866601884365082) | > loss_disc_real_1: 0.18393778800964355 (0.19283629310048) | > loss_disc_real_2: 0.19413354992866516 (0.19025017585903933) | > loss_disc_real_3: 0.22473345696926117 (0.2054347151870927) | > loss_disc_real_4: 0.19807317852973938 (0.19826393867826636) | > loss_disc_real_5: 0.21250969171524048 (0.20298351368214607) | > loss_0: 2.2789676189422607 (2.2115455006057787) | > grad_norm_0: tensor(14.2929, device='cuda:0') (tensor(27.8737, device='cuda:0')) | > loss_gen: 2.6856982707977295 (2.76306438446045) | > loss_kl: 1.6143720149993896 (1.7299389236895464) | > loss_feat: 7.519964694976807 (8.235828818344496) | > loss_mel: 12.564668655395508 (13.267847905175607) | > loss_duration: 1.688986897468567 (1.688179446014378) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.07369041442871 (27.68485945857776) | > grad_norm_1: tensor(591.5904, device='cuda:0') (tensor(589.6552, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8022 (0.8522029072565485) | > loader_time: 0.0096 (0.010061157705061115)  --> TIME: 2025-05-10 00:49:58 -- STEP: 337/725 -- GLOBAL_STEP: 191200 | > loss_disc: 2.1058592796325684 (2.213347272986122) | > loss_disc_real_0: 0.1204618439078331 (0.139143258288989) | > loss_disc_real_1: 0.18642458319664001 (0.1929381274416468) | > loss_disc_real_2: 0.16259577870368958 (0.19023435206901443) | > loss_disc_real_3: 0.23218035697937012 (0.2055071232403775) | > loss_disc_real_4: 0.19457489252090454 (0.19835683968725132) | > loss_disc_real_5: 0.2167234718799591 (0.2033987632491114) | > loss_0: 2.1058592796325684 (2.213347272986122) | > grad_norm_0: tensor(16.4156, device='cuda:0') (tensor(28.0992, device='cuda:0')) | > loss_gen: 2.8830525875091553 (2.759134409335671) | > loss_kl: 1.752497911453247 (1.7297653203901975) | > loss_feat: 9.17955207824707 (8.213833166512968) | > loss_mel: 14.190929412841797 (13.229325625592235) | > loss_duration: 1.6564223766326904 (1.687429330469239) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.662452697753906 (27.61948783602842) | > grad_norm_1: tensor(736.0101, device='cuda:0') (tensor(589.1835, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8931 (0.8524377140871495) | > loader_time: 0.0102 (0.01001259834900808)  --> TIME: 2025-05-10 00:50:42 -- STEP: 387/725 -- GLOBAL_STEP: 191250 | > loss_disc: 2.15692400932312 (2.208248908513588) | > loss_disc_real_0: 0.11849097162485123 (0.1386226247755439) | > loss_disc_real_1: 0.1737780123949051 (0.19264347266011153) | > loss_disc_real_2: 0.18472136557102203 (0.1896136032672509) | > loss_disc_real_3: 0.1896463930606842 (0.20516260434182731) | > loss_disc_real_4: 0.21246325969696045 (0.19813248545932535) | > loss_disc_real_5: 0.2062014490365982 (0.20286959328854728) | > loss_0: 2.15692400932312 (2.208248908513588) | > grad_norm_0: tensor(17.8026, device='cuda:0') (tensor(28.1578, device='cuda:0')) | > loss_gen: 2.8998875617980957 (2.7685597337185555) | > loss_kl: 1.6860073804855347 (1.7271882129269978) | > loss_feat: 8.441227912902832 (8.239976621721455) | > loss_mel: 13.202814102172852 (13.24749194744021) | > loss_duration: 1.7701092958450317 (1.6877751026966774) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.000045776367188 (27.670991592012943) | > grad_norm_1: tensor(696.7925, device='cuda:0') (tensor(593.3235, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8671 (0.8537609872891921) | > loader_time: 0.0101 (0.010002674674494942)  --> TIME: 2025-05-10 00:51:25 -- STEP: 437/725 -- GLOBAL_STEP: 191300 | > loss_disc: 2.205923557281494 (2.2085371713070945) | > loss_disc_real_0: 0.13961152732372284 (0.13940301815418665) | > loss_disc_real_1: 0.19869239628314972 (0.19279797978750354) | > loss_disc_real_2: 0.16895991563796997 (0.18954643508253177) | > loss_disc_real_3: 0.21895791590213776 (0.20519872821304835) | > loss_disc_real_4: 0.1674228310585022 (0.19803876383762894) | > loss_disc_real_5: 0.21015267074108124 (0.20244453813309524) | > loss_0: 2.205923557281494 (2.2085371713070945) | > grad_norm_0: tensor(9.7267, device='cuda:0') (tensor(28.0510, device='cuda:0')) | > loss_gen: 2.7486157417297363 (2.7686232985839134) | > loss_kl: 1.9607532024383545 (1.7276703817620702) | > loss_feat: 8.179041862487793 (8.251170051452497) | > loss_mel: 13.575122833251953 (13.260865375160893) | > loss_duration: 1.6572221517562866 (1.6877378675430263) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.120756149291992 (27.696066972047294) | > grad_norm_1: tensor(458.0487, device='cuda:0') (tensor(589.2042, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8936 (0.8530789081782989) | > loader_time: 0.0097 (0.009994672692340357)  --> TIME: 2025-05-10 00:52:08 -- STEP: 487/725 -- GLOBAL_STEP: 191350 | > loss_disc: 2.137284278869629 (2.209116757772791) | > loss_disc_real_0: 0.14331965148448944 (0.13926045094794554) | > loss_disc_real_1: 0.1916860193014145 (0.1927492782565358) | > loss_disc_real_2: 0.19232484698295593 (0.18973287826813234) | > loss_disc_real_3: 0.1759343445301056 (0.20506217264908785) | > loss_disc_real_4: 0.13942451775074005 (0.19800963587829473) | > loss_disc_real_5: 0.19441333413124084 (0.2028244222520068) | > loss_0: 2.137284278869629 (2.209116757772791) | > grad_norm_0: tensor(15.2289, device='cuda:0') (tensor(27.9891, device='cuda:0')) | > loss_gen: 2.8705902099609375 (2.766138045939576) | > loss_kl: 1.6792099475860596 (1.7293939810758743) | > loss_feat: 9.060295104980469 (8.239005566622449) | > loss_mel: 13.430158615112305 (13.247820047382453) | > loss_duration: 1.6651592254638672 (1.6882945010304695) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.705411911010742 (27.670652146701695) | > grad_norm_1: tensor(582.0735, device='cuda:0') (tensor(589.1197, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8085 (0.852761721953719) | > loader_time: 0.0095 (0.00998132576443087)  --> TIME: 2025-05-10 00:52:51 -- STEP: 537/725 -- GLOBAL_STEP: 191400 | > loss_disc: 2.323807716369629 (2.209726217072773) | > loss_disc_real_0: 0.15707135200500488 (0.13955488846788186) | > loss_disc_real_1: 0.2202567458152771 (0.192828623581421) | > loss_disc_real_2: 0.21424409747123718 (0.18956592512530332) | > loss_disc_real_3: 0.19468888640403748 (0.20511392485940036) | > loss_disc_real_4: 0.18918566405773163 (0.19791649595541225) | > loss_disc_real_5: 0.17708660662174225 (0.20294829764623656) | > loss_0: 2.323807716369629 (2.209726217072773) | > grad_norm_0: tensor(14.2566, device='cuda:0') (tensor(27.8590, device='cuda:0')) | > loss_gen: 2.6795971393585205 (2.7655908652968018) | > loss_kl: 1.6709556579589844 (1.7277849339906064) | > loss_feat: 7.327701091766357 (8.237049420674648) | > loss_mel: 11.818869590759277 (13.252711663699014) | > loss_duration: 1.7044939994812012 (1.6887447190240332) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.20162010192871 (27.67188161001081) | > grad_norm_1: tensor(384.6906, device='cuda:0') (tensor(585.2358, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.85 (0.8527536751837704) | > loader_time: 0.0094 (0.00997833255504985)  --> TIME: 2025-05-10 00:53:34 -- STEP: 587/725 -- GLOBAL_STEP: 191450 | > loss_disc: 2.2312703132629395 (2.210424819228195) | > loss_disc_real_0: 0.12016095221042633 (0.13969223042616846) | > loss_disc_real_1: 0.21140024065971375 (0.1928024901746688) | > loss_disc_real_2: 0.19494464993476868 (0.18941148270232513) | > loss_disc_real_3: 0.20971161127090454 (0.20511624493732974) | > loss_disc_real_4: 0.1772860735654831 (0.19796888880571278) | > loss_disc_real_5: 0.20600496232509613 (0.2031913971626778) | > loss_0: 2.2312703132629395 (2.210424819228195) | > grad_norm_0: tensor(24.8702, device='cuda:0') (tensor(27.7566, device='cuda:0')) | > loss_gen: 2.8230583667755127 (2.7639312723832385) | > loss_kl: 1.7266608476638794 (1.7276393822957543) | > loss_feat: 8.231921195983887 (8.230485006329154) | > loss_mel: 12.137178421020508 (13.241448958037855) | > loss_duration: 1.688162088394165 (1.6882921298886482) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.60698127746582 (27.651796724361702) | > grad_norm_1: tensor(693.0774, device='cuda:0') (tensor(588.3422, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8684 (0.852192396199683) | > loader_time: 0.0099 (0.009971887939427137)  --> TIME: 2025-05-10 00:54:17 -- STEP: 637/725 -- GLOBAL_STEP: 191500 | > loss_disc: 2.2585182189941406 (2.211447915439519) | > loss_disc_real_0: 0.10791879147291183 (0.14045677971521758) | > loss_disc_real_1: 0.18432599306106567 (0.192686309175364) | > loss_disc_real_2: 0.18005385994911194 (0.18926903537622236) | > loss_disc_real_3: 0.2570697069168091 (0.20517868994262942) | > loss_disc_real_4: 0.20738585293293 (0.19810713605379207) | > loss_disc_real_5: 0.21771246194839478 (0.20328744864632217) | > loss_0: 2.2585182189941406 (2.211447915439519) | > grad_norm_0: tensor(20.0521, device='cuda:0') (tensor(28.0385, device='cuda:0')) | > loss_gen: 2.6416423320770264 (2.7645300965481305) | > loss_kl: 1.5905863046646118 (1.7261279883152645) | > loss_feat: 7.216939449310303 (8.231926309444852) | > loss_mel: 12.243704795837402 (13.239071723243315) | > loss_duration: 1.6501268148422241 (1.6882844684262481) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.343000411987305 (27.649940565579353) | > grad_norm_1: tensor(561.0346, device='cuda:0') (tensor(585.5452, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8431 (0.8517758924882494) | > loader_time: 0.0106 (0.009963706299498845)  --> TIME: 2025-05-10 00:55:00 -- STEP: 687/725 -- GLOBAL_STEP: 191550 | > loss_disc: 2.3525876998901367 (2.2111132341007327) | > loss_disc_real_0: 0.13547153770923615 (0.14021347446863291) | > loss_disc_real_1: 0.1971099078655243 (0.1926132242969376) | > loss_disc_real_2: 0.18489642441272736 (0.18924296921691178) | > loss_disc_real_3: 0.20923814177513123 (0.20511598622608046) | > loss_disc_real_4: 0.20880714058876038 (0.19801949420089812) | > loss_disc_real_5: 0.19646680355072021 (0.2032290574114394) | > loss_0: 2.3525876998901367 (2.2111132341007327) | > grad_norm_0: tensor(17.5771, device='cuda:0') (tensor(28.0887, device='cuda:0')) | > loss_gen: 2.463054656982422 (2.765521988250976) | > loss_kl: 1.7816524505615234 (1.7260758873330104) | > loss_feat: 7.28995418548584 (8.236634887462104) | > loss_mel: 12.33327865600586 (13.263495764531074) | > loss_duration: 1.6940922737121582 (1.6884271187553241) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.562030792236328 (27.68015561943665) | > grad_norm_1: tensor(162.2104, device='cuda:0') (tensor(587.8165, device='cuda:0')) | > current_lr_0: 0.00019506167759615451 | > current_lr_1: 0.00019506167759615451 | > step_time: 0.8616 (0.8508919801948028) | > loader_time: 0.0109 (0.009962968604186398)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.256749391555786 (2.256749391555786) | > loss_disc_real_0: 0.18024221062660217 (0.18024221062660217) | > loss_disc_real_1: 0.17589329183101654 (0.17589329183101654) | > loss_disc_real_2: 0.1706293672323227 (0.1706293672323227) | > loss_disc_real_3: 0.19816893339157104 (0.19816893339157104) | > loss_disc_real_4: 0.22184742987155914 (0.22184742987155914) | > loss_disc_real_5: 0.2573140263557434 (0.2573140263557434) | > loss_0: 2.256749391555786 (2.256749391555786) | > loss_gen: 2.670004367828369 (2.670004367828369) | > loss_kl: 1.9976725578308105 (1.9976725578308105) | > loss_feat: 8.373146057128906 (8.373146057128906) | > loss_mel: 13.58598518371582 (13.58598518371582) | > loss_duration: 1.6931532621383667 (1.6931532621383667) | > loss_1: 28.319961547851562 (28.319961547851562)  --> STEP: 1 | > loss_disc: 2.241297483444214 (2.241297483444214) | > loss_disc_real_0: 0.19296123087406158 (0.19296123087406158) | > loss_disc_real_1: 0.1702376753091812 (0.1702376753091812) | > loss_disc_real_2: 0.19551688432693481 (0.19551688432693481) | > loss_disc_real_3: 0.1961914598941803 (0.1961914598941803) | > loss_disc_real_4: 0.19436603784561157 (0.19436603784561157) | > loss_disc_real_5: 0.2257133424282074 (0.2257133424282074) | > loss_0: 2.241297483444214 (2.241297483444214) | > loss_gen: 2.708836793899536 (2.708836793899536) | > loss_kl: 1.988484501838684 (1.988484501838684) | > loss_feat: 7.530533313751221 (7.530533313751221) | > loss_mel: 13.468273162841797 (13.468273162841797) | > loss_duration: 1.7801423072814941 (1.7801423072814941) | > loss_1: 27.47627067565918 (27.47627067565918)  --> STEP: 2 | > loss_disc: 2.1087865829467773 (2.1750420331954956) | > loss_disc_real_0: 0.17039136588573456 (0.18167629837989807) | > loss_disc_real_1: 0.16224560141563416 (0.16624163836240768) | > loss_disc_real_2: 0.1504712700843811 (0.17299407720565796) | > loss_disc_real_3: 0.20314279198646545 (0.19966712594032288) | > loss_disc_real_4: 0.1982199102640152 (0.19629297405481339) | > loss_disc_real_5: 0.21770283579826355 (0.22170808911323547) | > loss_0: 2.1087865829467773 (2.1750420331954956) | > loss_gen: 2.8632709980010986 (2.7860538959503174) | > loss_kl: 1.8795320987701416 (1.9340083003044128) | > loss_feat: 9.5692720413208 (8.54990267753601) | > loss_mel: 15.43380355834961 (14.451038360595703) | > loss_duration: 1.8392313718795776 (1.8096868395805359) | > loss_1: 31.58510971069336 (29.53069019317627)  --> STEP: 3 | > loss_disc: 2.36190128326416 (2.2373284498850503) | > loss_disc_real_0: 0.21291810274124146 (0.19209023316701254) | > loss_disc_real_1: 0.17905019223690033 (0.1705111563205719) | > loss_disc_real_2: 0.18979158997535706 (0.178593248128891) | > loss_disc_real_3: 0.2268376648426056 (0.20872397224108377) | > loss_disc_real_4: 0.23113566637039185 (0.20790720482667288) | > loss_disc_real_5: 0.22385773062705994 (0.22242463628451029) | > loss_0: 2.36190128326416 (2.2373284498850503) | > loss_gen: 2.58050799369812 (2.717538595199585) | > loss_kl: 1.8746821880340576 (1.9142329295476277) | > loss_feat: 6.101290225982666 (7.7336985270182295) | > loss_mel: 11.013829231262207 (13.305301984151205) | > loss_duration: 1.785841703414917 (1.8017384608586628) | > loss_1: 23.356149673461914 (27.472510019938152)  --> STEP: 4 | > loss_disc: 2.2228245735168457 (2.2337024807929993) | > loss_disc_real_0: 0.16939066350460052 (0.18641534075140953) | > loss_disc_real_1: 0.17712979018688202 (0.17216581478714943) | > loss_disc_real_2: 0.1576230525970459 (0.17335069924592972) | > loss_disc_real_3: 0.19455918669700623 (0.2051827758550644) | > loss_disc_real_4: 0.20292271673679352 (0.20666108280420303) | > loss_disc_real_5: 0.24346746504306793 (0.2276853434741497) | > loss_0: 2.2228245735168457 (2.2337024807929993) | > loss_gen: 2.609518527984619 (2.6905335783958435) | > loss_kl: 2.0936880111694336 (1.9590966999530792) | > loss_feat: 8.511336326599121 (7.928107976913452) | > loss_mel: 14.3296537399292 (13.561389923095703) | > loss_duration: 1.748866081237793 (1.7885203659534454) | > loss_1: 29.293060302734375 (27.927647590637207) --> EVAL PERFORMANCE | > avg_loader_time: 0.2787821888923645 (-0.0008974075317382812) | > avg_loss_disc: 2.2337024807929993 (+0.0011892318725585938) | > avg_loss_disc_real_0: 0.18641534075140953 (+0.030709322541952133) | > avg_loss_disc_real_1: 0.17216581478714943 (+0.011799599975347519) | > avg_loss_disc_real_2: 0.17335069924592972 (-0.04562220722436905) | > avg_loss_disc_real_3: 0.2051827758550644 (+0.009391989558935165) | > avg_loss_disc_real_4: 0.20666108280420303 (+0.028574127703905106) | > avg_loss_disc_real_5: 0.2276853434741497 (+0.0013739019632339478) | > avg_loss_0: 2.2337024807929993 (+0.0011892318725585938) | > avg_loss_gen: 2.6905335783958435 (+0.07435184717178345) | > avg_loss_kl: 1.9590966999530792 (-0.08501392602920532) | > avg_loss_feat: 7.928107976913452 (-0.7134363651275635) | > avg_loss_mel: 13.561389923095703 (-0.0041882991790771484) | > avg_loss_duration: 1.7885203659534454 (-0.010289967060089111) | > avg_loss_1: 27.927647590637207 (-0.7385783195495605)  > EPOCH: 201/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 00:55:39)   --> TIME: 2025-05-10 00:55:52 -- STEP: 12/725 -- GLOBAL_STEP: 191600 | > loss_disc: 2.0902316570281982 (2.2182164390881858) | > loss_disc_real_0: 0.14005963504314423 (0.1426979781438907) | > loss_disc_real_1: 0.2434200644493103 (0.1980331726372242) | > loss_disc_real_2: 0.20266304910182953 (0.18581518034140268) | > loss_disc_real_3: 0.192792609333992 (0.2043753961722056) | > loss_disc_real_4: 0.2000264972448349 (0.20186445489525795) | > loss_disc_real_5: 0.1692531704902649 (0.20549295221765837) | > loss_0: 2.0902316570281982 (2.2182164390881858) | > grad_norm_0: tensor(38.5207, device='cuda:0') (tensor(33.4515, device='cuda:0')) | > loss_gen: 2.903606414794922 (2.815885007381439) | > loss_kl: 1.7104921340942383 (1.6728464464346569) | > loss_feat: 9.155488014221191 (8.302585482597351) | > loss_mel: 14.218851089477539 (13.405489762624105) | > loss_duration: 1.7459640502929688 (1.6930067241191864) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.73440170288086 (27.889813741048176) | > grad_norm_1: tensor(912.6442, device='cuda:0') (tensor(671.3088, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8381 (0.8345436851183573) | > loader_time: 0.0089 (0.00978084405263265)  --> TIME: 2025-05-10 00:56:35 -- STEP: 62/725 -- GLOBAL_STEP: 191650 | > loss_disc: 2.2840576171875 (2.216438216547813) | > loss_disc_real_0: 0.10720828175544739 (0.1386901617290511) | > loss_disc_real_1: 0.20142816007137299 (0.193865999098747) | > loss_disc_real_2: 0.19449743628501892 (0.18804830120455834) | > loss_disc_real_3: 0.18463492393493652 (0.20637021766554925) | > loss_disc_real_4: 0.20916660130023956 (0.19903490043455555) | > loss_disc_real_5: 0.19103313982486725 (0.20384095489017426) | > loss_0: 2.2840576171875 (2.216438216547813) | > grad_norm_0: tensor(15.6646, device='cuda:0') (tensor(30.1167, device='cuda:0')) | > loss_gen: 2.4853458404541016 (2.7613445520401005) | > loss_kl: 1.7117409706115723 (1.710915732768274) | > loss_feat: 7.700152397155762 (8.232639828035907) | > loss_mel: 13.346344947814941 (13.177652666645665) | > loss_duration: 1.7369160652160645 (1.686122307854314) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.980501174926758 (27.56867516425348) | > grad_norm_1: tensor(431.4054, device='cuda:0') (tensor(643.9648, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8427 (0.8469518230807397) | > loader_time: 0.0095 (0.010061429392906928)  --> TIME: 2025-05-10 00:57:18 -- STEP: 112/725 -- GLOBAL_STEP: 191700 | > loss_disc: 2.178095817565918 (2.2104510452066135) | > loss_disc_real_0: 0.0970725417137146 (0.13677381803946834) | > loss_disc_real_1: 0.17810285091400146 (0.19366557483694383) | > loss_disc_real_2: 0.17185615003108978 (0.18954571150243282) | > loss_disc_real_3: 0.1857234090566635 (0.20595113800040313) | > loss_disc_real_4: 0.18844269216060638 (0.19816154254866497) | > loss_disc_real_5: 0.2188703864812851 (0.2034694938255208) | > loss_0: 2.178095817565918 (2.2104510452066135) | > grad_norm_0: tensor(17.2451, device='cuda:0') (tensor(30.4486, device='cuda:0')) | > loss_gen: 2.692680597305298 (2.7720705632652556) | > loss_kl: 1.5948359966278076 (1.7080142636384283) | > loss_feat: 8.704394340515137 (8.230964490345544) | > loss_mel: 13.563533782958984 (13.243699772017342) | > loss_duration: 1.6871747970581055 (1.6898936448352677) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.242618560791016 (27.644642693655832) | > grad_norm_1: tensor(355.7691, device='cuda:0') (tensor(641.1597, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8213 (0.8482693753072194) | > loader_time: 0.0111 (0.010119380695479255)  --> TIME: 2025-05-10 00:58:01 -- STEP: 162/725 -- GLOBAL_STEP: 191750 | > loss_disc: 2.245600461959839 (2.207835148881982) | > loss_disc_real_0: 0.12428264319896698 (0.13791376453490906) | > loss_disc_real_1: 0.22955752909183502 (0.19337289982739786) | > loss_disc_real_2: 0.20679596066474915 (0.18927693045065727) | > loss_disc_real_3: 0.19900715351104736 (0.20516713690242644) | > loss_disc_real_4: 0.1819736212491989 (0.19773303340246648) | > loss_disc_real_5: 0.20645761489868164 (0.20274318984629194) | > loss_0: 2.245600461959839 (2.207835148881982) | > grad_norm_0: tensor(23.0643, device='cuda:0') (tensor(29.5223, device='cuda:0')) | > loss_gen: 2.7007577419281006 (2.769638322017811) | > loss_kl: 1.8536289930343628 (1.724092975810722) | > loss_feat: 7.1935954093933105 (8.234091019924776) | > loss_mel: 12.197735786437988 (13.205332114372725) | > loss_duration: 1.6441916227340698 (1.6893729898664687) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.58991050720215 (27.62252738152021) | > grad_norm_1: tensor(571.3111, device='cuda:0') (tensor(636.7902, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8336 (0.8458905190597346) | > loader_time: 0.0098 (0.010083756329100807)  --> TIME: 2025-05-10 00:58:44 -- STEP: 212/725 -- GLOBAL_STEP: 191800 | > loss_disc: 2.2697789669036865 (2.2148986858017032) | > loss_disc_real_0: 0.13059017062187195 (0.13946020339598075) | > loss_disc_real_1: 0.23012809455394745 (0.1940046517916445) | > loss_disc_real_2: 0.2298193871974945 (0.18962549277633992) | > loss_disc_real_3: 0.23672041296958923 (0.20574076206616632) | > loss_disc_real_4: 0.19321121275424957 (0.19807925827379497) | > loss_disc_real_5: 0.21842192113399506 (0.20344845219603125) | > loss_0: 2.2697789669036865 (2.2148986858017032) | > grad_norm_0: tensor(16.7784, device='cuda:0') (tensor(29.6174, device='cuda:0')) | > loss_gen: 2.6490070819854736 (2.765451300818964) | > loss_kl: 1.6421836614608765 (1.7351776507665526) | > loss_feat: 8.604363441467285 (8.223545506315414) | > loss_mel: 13.901487350463867 (13.199045118295922) | > loss_duration: 1.706196665763855 (1.6891772718924396) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.503236770629883 (27.612396843028517) | > grad_norm_1: tensor(581.8823, device='cuda:0') (tensor(625.4379, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8282 (0.8478562516986199) | > loader_time: 0.0097 (0.010157447940898387)  --> TIME: 2025-05-10 00:59:27 -- STEP: 262/725 -- GLOBAL_STEP: 191850 | > loss_disc: 2.2556631565093994 (2.2147096400042527) | > loss_disc_real_0: 0.24351510405540466 (0.1399390526855265) | > loss_disc_real_1: 0.18583272397518158 (0.19367048258089833) | > loss_disc_real_2: 0.180728942155838 (0.18949861250078406) | > loss_disc_real_3: 0.21081294119358063 (0.20525534615944357) | > loss_disc_real_4: 0.1784590184688568 (0.1979230691230934) | > loss_disc_real_5: 0.22253265976905823 (0.20433628934485312) | > loss_0: 2.2556631565093994 (2.2147096400042527) | > grad_norm_0: tensor(47.4633, device='cuda:0') (tensor(29.0388, device='cuda:0')) | > loss_gen: 2.7830262184143066 (2.7654337691896735) | > loss_kl: 1.8303275108337402 (1.7418253967780193) | > loss_feat: 7.957371234893799 (8.250409695938343) | > loss_mel: 14.208634376525879 (13.229503853630474) | > loss_duration: 1.6716477870941162 (1.6897528922284832) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.451007843017578 (27.676925600940034) | > grad_norm_1: tensor(658.7413, device='cuda:0') (tensor(614.5599, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8777 (0.8466292037308671) | > loader_time: 0.0102 (0.010132339164500924)  --> TIME: 2025-05-10 01:00:10 -- STEP: 312/725 -- GLOBAL_STEP: 191900 | > loss_disc: 2.2050695419311523 (2.2202533716574706) | > loss_disc_real_0: 0.07770013064146042 (0.14185186236714706) | > loss_disc_real_1: 0.1700233668088913 (0.19368800697609398) | > loss_disc_real_2: 0.1589842289686203 (0.18967845472387782) | > loss_disc_real_3: 0.23060622811317444 (0.20545514166737208) | > loss_disc_real_4: 0.19564737379550934 (0.19806939387359682) | > loss_disc_real_5: 0.19892127811908722 (0.20424886983938714) | > loss_0: 2.2050695419311523 (2.2202533716574706) | > grad_norm_0: tensor(17.9073, device='cuda:0') (tensor(28.8264, device='cuda:0')) | > loss_gen: 2.6988024711608887 (2.756780642729537) | > loss_kl: 1.676715612411499 (1.7374065976876478) | > loss_feat: 8.568034172058105 (8.203453429234331) | > loss_mel: 13.380831718444824 (13.207847598271492) | > loss_duration: 1.6606309413909912 (1.6887920957345226) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.985015869140625 (27.594280371299156) | > grad_norm_1: tensor(484.4020, device='cuda:0') (tensor(599.4709, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8334 (0.846922518351139) | > loader_time: 0.0098 (0.010098759944622329)  --> TIME: 2025-05-10 01:00:54 -- STEP: 362/725 -- GLOBAL_STEP: 191950 | > loss_disc: 2.108355760574341 (2.220289101587477) | > loss_disc_real_0: 0.14047211408615112 (0.1417925563841564) | > loss_disc_real_1: 0.17630022764205933 (0.19360212780000097) | > loss_disc_real_2: 0.19872088730335236 (0.18978086085115348) | > loss_disc_real_3: 0.17742015421390533 (0.20542129470827825) | > loss_disc_real_4: 0.1577814519405365 (0.1981223161790253) | > loss_disc_real_5: 0.19366203248500824 (0.20445693905840928) | > loss_0: 2.108355760574341 (2.220289101587477) | > grad_norm_0: tensor(39.5556, device='cuda:0') (tensor(28.8729, device='cuda:0')) | > loss_gen: 2.8868484497070312 (2.75765418808763) | > loss_kl: 1.8317489624023438 (1.734636983160156) | > loss_feat: 9.796207427978516 (8.213394510153247) | > loss_mel: 15.266888618469238 (13.220396858552542) | > loss_duration: 1.6357786655426025 (1.688221981182941) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.417470932006836 (27.614304553079343) | > grad_norm_1: tensor(990.8026, device='cuda:0') (tensor(602.0120, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8439 (0.847591016832636) | > loader_time: 0.0106 (0.010079325233375168)  --> TIME: 2025-05-10 01:01:37 -- STEP: 412/725 -- GLOBAL_STEP: 192000 | > loss_disc: 2.1638591289520264 (2.2217177821015874) | > loss_disc_real_0: 0.19421008229255676 (0.1416238917634614) | > loss_disc_real_1: 0.17211486399173737 (0.19392062940643828) | > loss_disc_real_2: 0.1959424912929535 (0.19006291346497906) | > loss_disc_real_3: 0.21323086321353912 (0.20566190471782264) | > loss_disc_real_4: 0.20329397916793823 (0.19805232037618326) | > loss_disc_real_5: 0.18883192539215088 (0.20423394897319744) | > loss_0: 2.1638591289520264 (2.2217177821015874) | > grad_norm_0: tensor(38.2348, device='cuda:0') (tensor(29.2371, device='cuda:0')) | > loss_gen: 2.957282304763794 (2.7589248459315985) | > loss_kl: 1.7115609645843506 (1.7299048003641146) | > loss_feat: 8.62696647644043 (8.20722919528924) | > loss_mel: 14.458647727966309 (13.239482104199604) | > loss_duration: 1.6895302534103394 (1.6883508435730792) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.443988800048828 (27.623891811926388) | > grad_norm_1: tensor(588.5782, device='cuda:0') (tensor(602.5715, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8596 (0.8479688213866889) | > loader_time: 0.0099 (0.010047185189515648) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_192000.pth  --> TIME: 2025-05-10 01:02:23 -- STEP: 462/725 -- GLOBAL_STEP: 192050 | > loss_disc: 2.192856788635254 (2.221337663404871) | > loss_disc_real_0: 0.14473707973957062 (0.14131013892623254) | > loss_disc_real_1: 0.21855907142162323 (0.19386009346226077) | > loss_disc_real_2: 0.19045262038707733 (0.18990080942323198) | > loss_disc_real_3: 0.22261227667331696 (0.20564104232824207) | > loss_disc_real_4: 0.22103911638259888 (0.19825571691577057) | > loss_disc_real_5: 0.18744398653507233 (0.20465064345500175) | > loss_0: 2.192856788635254 (2.221337663404871) | > grad_norm_0: tensor(30.5445, device='cuda:0') (tensor(28.9555, device='cuda:0')) | > loss_gen: 2.9115514755249023 (2.7552343395365253) | > loss_kl: 1.7460944652557373 (1.7287257615621987) | > loss_feat: 8.418176651000977 (8.198537080318898) | > loss_mel: 13.420761108398438 (13.224761108299354) | > loss_duration: 1.707047462463379 (1.6883033973314028) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.203632354736328 (27.595561733493557) | > grad_norm_1: tensor(766.2228, device='cuda:0') (tensor(598.6590, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8045 (0.8476208892219509) | > loader_time: 0.0092 (0.01004092982321075)  --> TIME: 2025-05-10 01:03:05 -- STEP: 512/725 -- GLOBAL_STEP: 192100 | > loss_disc: 2.293520450592041 (2.2207949424628186) | > loss_disc_real_0: 0.09672577679157257 (0.14162398868938908) | > loss_disc_real_1: 0.18606838583946228 (0.1935685008065775) | > loss_disc_real_2: 0.21294419467449188 (0.1897317455150187) | > loss_disc_real_3: 0.21225802600383759 (0.20592487842077387) | > loss_disc_real_4: 0.19765782356262207 (0.19823469297261911) | > loss_disc_real_5: 0.1834011673927307 (0.20448299616691662) | > loss_0: 2.293520450592041 (2.2207949424628186) | > grad_norm_0: tensor(19.0317, device='cuda:0') (tensor(29.1726, device='cuda:0')) | > loss_gen: 2.693641424179077 (2.7565048118121913) | > loss_kl: 1.7811493873596191 (1.728960140608251) | > loss_feat: 8.235816955566406 (8.204695433378223) | > loss_mel: 12.515716552734375 (13.231961954385042) | > loss_duration: 1.6388567686080933 (1.68885110062547) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.86518096923828 (27.610973477363586) | > grad_norm_1: tensor(561.3597, device='cuda:0') (tensor(598.1162, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8588 (0.84728259826079) | > loader_time: 0.0096 (0.00999802071601153)  --> TIME: 2025-05-10 01:03:48 -- STEP: 562/725 -- GLOBAL_STEP: 192150 | > loss_disc: 2.0548410415649414 (2.2185689068773904) | > loss_disc_real_0: 0.11757604032754898 (0.14106832748259085) | > loss_disc_real_1: 0.18461252748966217 (0.1932591033628827) | > loss_disc_real_2: 0.19675128161907196 (0.1893368102742684) | > loss_disc_real_3: 0.19624722003936768 (0.20590655967009863) | > loss_disc_real_4: 0.17507025599479675 (0.19810758700786538) | > loss_disc_real_5: 0.1833782196044922 (0.20479379517433913) | > loss_0: 2.0548410415649414 (2.2185689068773904) | > grad_norm_0: tensor(27.7872, device='cuda:0') (tensor(28.8267, device='cuda:0')) | > loss_gen: 3.0303421020507812 (2.7588497824516156) | > loss_kl: 1.7447233200073242 (1.7345168834479257) | > loss_feat: 9.735596656799316 (8.22579634571415) | > loss_mel: 14.724977493286133 (13.254359291117389) | > loss_duration: 1.6581487655639648 (1.688726719800264) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.893787384033203 (27.66224905265184) | > grad_norm_1: tensor(147.7196, device='cuda:0') (tensor(593.1794, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8904 (0.8470343703476982) | > loader_time: 0.0096 (0.009958569689577578)  --> TIME: 2025-05-10 01:04:32 -- STEP: 612/725 -- GLOBAL_STEP: 192200 | > loss_disc: 2.266246795654297 (2.217344290875143) | > loss_disc_real_0: 0.1316700577735901 (0.14098668608546638) | > loss_disc_real_1: 0.16528618335723877 (0.1930469555500287) | > loss_disc_real_2: 0.19641631841659546 (0.18937004104354033) | > loss_disc_real_3: 0.2022928148508072 (0.20577679937279295) | > loss_disc_real_4: 0.20764952898025513 (0.1980832267820446) | > loss_disc_real_5: 0.18917568027973175 (0.20455391629556435) | > loss_0: 2.266246795654297 (2.217344290875143) | > grad_norm_0: tensor(23.9958, device='cuda:0') (tensor(28.7795, device='cuda:0')) | > loss_gen: 2.6939589977264404 (2.759546817517748) | > loss_kl: 1.7682127952575684 (1.7348967689314698) | > loss_feat: 7.737390518188477 (8.228394960266318) | > loss_mel: 12.795610427856445 (13.250544537126625) | > loss_duration: 1.6162316799163818 (1.688567457051059) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.611404418945312 (27.661950581993164) | > grad_norm_1: tensor(688.2404, device='cuda:0') (tensor(592.8707, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8168 (0.8472779623044079) | > loader_time: 0.0088 (0.009946894022374364)  --> TIME: 2025-05-10 01:05:15 -- STEP: 662/725 -- GLOBAL_STEP: 192250 | > loss_disc: 2.231919288635254 (2.2171859944695083) | > loss_disc_real_0: 0.15372174978256226 (0.14116295582398175) | > loss_disc_real_1: 0.18710960447788239 (0.19307248535203092) | > loss_disc_real_2: 0.18282189965248108 (0.18928386964286567) | > loss_disc_real_3: 0.23083069920539856 (0.2058881218024611) | > loss_disc_real_4: 0.24128980934619904 (0.1981437509918861) | > loss_disc_real_5: 0.18032927811145782 (0.20446768511097962) | > loss_0: 2.231919288635254 (2.2171859944695083) | > grad_norm_0: tensor(22.1627, device='cuda:0') (tensor(28.7449, device='cuda:0')) | > loss_gen: 2.9027843475341797 (2.7615273423785514) | > loss_kl: 1.8195825815200806 (1.7347001049813908) | > loss_feat: 7.853588581085205 (8.232439929264922) | > loss_mel: 13.779180526733398 (13.258635669316407) | > loss_duration: 1.708522915840149 (1.6893177524073966) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.063657760620117 (27.676620832022593) | > grad_norm_1: tensor(442.2927, device='cuda:0') (tensor(592.1524, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.879 (0.8471549702555028) | > loader_time: 0.0101 (0.009926320923059003)  --> TIME: 2025-05-10 01:05:58 -- STEP: 712/725 -- GLOBAL_STEP: 192300 | > loss_disc: 2.155146598815918 (2.2177767654818115) | > loss_disc_real_0: 0.16305314004421234 (0.14158747906095517) | > loss_disc_real_1: 0.17629419267177582 (0.19327957852837768) | > loss_disc_real_2: 0.1736215502023697 (0.18933328885710649) | > loss_disc_real_3: 0.20763880014419556 (0.20572298633332334) | > loss_disc_real_4: 0.15778084099292755 (0.19802178189242153) | > loss_disc_real_5: 0.2087896317243576 (0.20428594712460982) | > loss_0: 2.155146598815918 (2.2177767654818115) | > grad_norm_0: tensor(36.3119, device='cuda:0') (tensor(28.8061, device='cuda:0')) | > loss_gen: 2.8744096755981445 (2.7626200716816958) | > loss_kl: 1.681152105331421 (1.7345652901724484) | > loss_feat: 8.357057571411133 (8.23726894279545) | > loss_mel: 14.106706619262695 (13.268889673640217) | > loss_duration: 1.6958434581756592 (1.689345186848319) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 28.715167999267578 (27.69268919376846) | > grad_norm_1: tensor(711.3956, device='cuda:0') (tensor(591.7183, device='cuda:0')) | > current_lr_0: 0.000195037294886455 | > current_lr_1: 0.000195037294886455 | > step_time: 0.8251 (0.8472688640101569) | > loader_time: 0.0098 (0.009914839535616756)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2569377422332764 (2.2569377422332764) | > loss_disc_real_0: 0.1691160947084427 (0.1691160947084427) | > loss_disc_real_1: 0.16625908017158508 (0.16625908017158508) | > loss_disc_real_2: 0.16208697855472565 (0.16208697855472565) | > loss_disc_real_3: 0.2338230162858963 (0.2338230162858963) | > loss_disc_real_4: 0.22129088640213013 (0.22129088640213013) | > loss_disc_real_5: 0.24030371010303497 (0.24030371010303497) | > loss_0: 2.2569377422332764 (2.2569377422332764) | > loss_gen: 2.668177366256714 (2.668177366256714) | > loss_kl: 2.1987783908843994 (2.1987783908843994) | > loss_feat: 7.953186988830566 (7.953186988830566) | > loss_mel: 14.284897804260254 (14.284897804260254) | > loss_duration: 1.6868703365325928 (1.6868703365325928) | > loss_1: 28.79191017150879 (28.79191017150879)  --> STEP: 1 | > loss_disc: 2.324526786804199 (2.324526786804199) | > loss_disc_real_0: 0.1551436483860016 (0.1551436483860016) | > loss_disc_real_1: 0.1714523583650589 (0.1714523583650589) | > loss_disc_real_2: 0.1755101978778839 (0.1755101978778839) | > loss_disc_real_3: 0.2169199138879776 (0.2169199138879776) | > loss_disc_real_4: 0.21225784718990326 (0.21225784718990326) | > loss_disc_real_5: 0.21948744356632233 (0.21948744356632233) | > loss_0: 2.324526786804199 (2.324526786804199) | > loss_gen: 2.381159782409668 (2.381159782409668) | > loss_kl: 1.9091064929962158 (1.9091064929962158) | > loss_feat: 7.0638298988342285 (7.0638298988342285) | > loss_mel: 13.293021202087402 (13.293021202087402) | > loss_duration: 1.781160593032837 (1.781160593032837) | > loss_1: 26.42827796936035 (26.42827796936035)  --> STEP: 2 | > loss_disc: 2.2759077548980713 (2.3002172708511353) | > loss_disc_real_0: 0.1638830006122589 (0.15951332449913025) | > loss_disc_real_1: 0.1677098274230957 (0.1695810928940773) | > loss_disc_real_2: 0.156283900141716 (0.16589704900979996) | > loss_disc_real_3: 0.20785914361476898 (0.2123895287513733) | > loss_disc_real_4: 0.18717877566814423 (0.19971831142902374) | > loss_disc_real_5: 0.2156086564064026 (0.21754804998636246) | > loss_0: 2.2759077548980713 (2.3002172708511353) | > loss_gen: 2.428290367126465 (2.4047250747680664) | > loss_kl: 1.848854660987854 (1.878980576992035) | > loss_feat: 8.046327590942383 (7.555078744888306) | > loss_mel: 13.845727920532227 (13.569374561309814) | > loss_duration: 1.8471097946166992 (1.814135193824768) | > loss_1: 28.016311645507812 (27.222294807434082)  --> STEP: 3 | > loss_disc: 2.272902727127075 (2.2911124229431152) | > loss_disc_real_0: 0.16640077531337738 (0.16180914143721262) | > loss_disc_real_1: 0.17319339513778687 (0.1707851936419805) | > loss_disc_real_2: 0.1582694798707962 (0.16335452596346536) | > loss_disc_real_3: 0.2165837287902832 (0.21378759543100992) | > loss_disc_real_4: 0.21591347455978394 (0.20511669913927713) | > loss_disc_real_5: 0.21133682131767273 (0.21547764043013254) | > loss_0: 2.272902727127075 (2.2911124229431152) | > loss_gen: 2.560107707977295 (2.456519285837809) | > loss_kl: 1.9009836912155151 (1.8863149483998616) | > loss_feat: 7.767261505126953 (7.6258063316345215) | > loss_mel: 14.371368408203125 (13.836705843607584) | > loss_duration: 1.8182880878448486 (1.8155194918314617) | > loss_1: 28.418010711669922 (27.620866775512695)  --> STEP: 4 | > loss_disc: 2.292083263397217 (2.2913551330566406) | > loss_disc_real_0: 0.15835213661193848 (0.1609448902308941) | > loss_disc_real_1: 0.18796959519386292 (0.1750812940299511) | > loss_disc_real_2: 0.16213949024677277 (0.16305076703429222) | > loss_disc_real_3: 0.22905735671520233 (0.21760503575205803) | > loss_disc_real_4: 0.23967105150222778 (0.2137552872300148) | > loss_disc_real_5: 0.20413807034492493 (0.21264274790883064) | > loss_0: 2.292083263397217 (2.2913551330566406) | > loss_gen: 2.5216455459594727 (2.472800850868225) | > loss_kl: 1.8024753332138062 (1.8653550446033478) | > loss_feat: 7.741649150848389 (7.654767036437988) | > loss_mel: 13.363006591796875 (13.718281030654907) | > loss_duration: 1.757280707359314 (1.8009597957134247) | > loss_1: 27.18605613708496 (27.51216411590576) --> EVAL PERFORMANCE | > avg_loader_time: 0.2806457281112671 (+0.0018635392189025879) | > avg_loss_disc: 2.2913551330566406 (+0.05765265226364136) | > avg_loss_disc_real_0: 0.1609448902308941 (-0.025470450520515442) | > avg_loss_disc_real_1: 0.1750812940299511 (+0.0029154792428016663) | > avg_loss_disc_real_2: 0.16305076703429222 (-0.010299932211637497) | > avg_loss_disc_real_3: 0.21760503575205803 (+0.012422259896993637) | > avg_loss_disc_real_4: 0.2137552872300148 (+0.007094204425811768) | > avg_loss_disc_real_5: 0.21264274790883064 (-0.015042595565319061) | > avg_loss_0: 2.2913551330566406 (+0.05765265226364136) | > avg_loss_gen: 2.472800850868225 (-0.2177327275276184) | > avg_loss_kl: 1.8653550446033478 (-0.09374165534973145) | > avg_loss_feat: 7.654767036437988 (-0.27334094047546387) | > avg_loss_mel: 13.718281030654907 (+0.1568911075592041) | > avg_loss_duration: 1.8009597957134247 (+0.012439429759979248) | > avg_loss_1: 27.51216411590576 (-0.4154834747314453)  > EPOCH: 202/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 01:06:15)   --> TIME: 2025-05-10 01:06:49 -- STEP: 37/725 -- GLOBAL_STEP: 192350 | > loss_disc: 2.216130018234253 (2.2014361394418254) | > loss_disc_real_0: 0.1520387828350067 (0.13484124718485657) | > loss_disc_real_1: 0.18925416469573975 (0.19335450715309865) | > loss_disc_real_2: 0.17875942587852478 (0.19219630594189102) | > loss_disc_real_3: 0.20577572286128998 (0.2048282788411991) | > loss_disc_real_4: 0.18084776401519775 (0.19805239422901258) | > loss_disc_real_5: 0.1975456327199936 (0.20472992755271294) | > loss_0: 2.216130018234253 (2.2014361394418254) | > grad_norm_0: tensor(52.8647, device='cuda:0') (tensor(25.1630, device='cuda:0')) | > loss_gen: 2.7730376720428467 (2.7671136598329293) | > loss_kl: 1.6381076574325562 (1.7442218419667836) | > loss_feat: 8.654010772705078 (8.222977651132119) | > loss_mel: 13.352837562561035 (13.277121878959036) | > loss_duration: 1.68953537940979 (1.6868388427270424) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.107526779174805 (27.69827394227724) | > grad_norm_1: tensor(883.8661, device='cuda:0') (tensor(646.1234, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.842 (0.8458827379587535) | > loader_time: 0.0097 (0.009819694467493008)  --> TIME: 2025-05-10 01:07:32 -- STEP: 87/725 -- GLOBAL_STEP: 192400 | > loss_disc: 2.183861494064331 (2.208963843597762) | > loss_disc_real_0: 0.11625532805919647 (0.13828743959980447) | > loss_disc_real_1: 0.22029654681682587 (0.1942571905152551) | > loss_disc_real_2: 0.1754373461008072 (0.19076185493633666) | > loss_disc_real_3: 0.18257778882980347 (0.20587996778817014) | > loss_disc_real_4: 0.22639624774456024 (0.1989954954933846) | > loss_disc_real_5: 0.19992803037166595 (0.20219726329562307) | > loss_0: 2.183861494064331 (2.208963843597762) | > grad_norm_0: tensor(24.6394, device='cuda:0') (tensor(27.3019, device='cuda:0')) | > loss_gen: 2.7486631870269775 (2.7787099898546592) | > loss_kl: 1.8637806177139282 (1.7582123128847145) | > loss_feat: 8.126197814941406 (8.305140791268185) | > loss_mel: 13.816832542419434 (13.38214195733783) | > loss_duration: 1.6550981998443604 (1.688732867953421) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.210573196411133 (27.912937931630804) | > grad_norm_1: tensor(286.3367, device='cuda:0') (tensor(610.3452, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8335 (0.8483084344315803) | > loader_time: 0.0095 (0.010030754681291254)  --> TIME: 2025-05-10 01:08:16 -- STEP: 137/725 -- GLOBAL_STEP: 192450 | > loss_disc: 2.082207202911377 (2.2009448082777707) | > loss_disc_real_0: 0.11012239009141922 (0.13595483136655645) | > loss_disc_real_1: 0.16966383159160614 (0.19352311874828199) | > loss_disc_real_2: 0.174555242061615 (0.189328673220899) | > loss_disc_real_3: 0.18522241711616516 (0.20514194101747804) | > loss_disc_real_4: 0.20264102518558502 (0.198781301831677) | > loss_disc_real_5: 0.1823621690273285 (0.20281700202583397) | > loss_0: 2.082207202911377 (2.2009448082777707) | > grad_norm_0: tensor(29.1849, device='cuda:0') (tensor(26.5782, device='cuda:0')) | > loss_gen: 2.8551297187805176 (2.7771161159459696) | > loss_kl: 1.8088890314102173 (1.7472221155236238) | > loss_feat: 9.454791069030762 (8.327245127545654) | > loss_mel: 14.090054512023926 (13.422779187668848) | > loss_duration: 1.6854835748672485 (1.690299726750729) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.89434814453125 (27.964662273434826) | > grad_norm_1: tensor(656.5007, device='cuda:0') (tensor(599.7099, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8189 (0.8494269099548786) | > loader_time: 0.0089 (0.010076432332505275)  --> TIME: 2025-05-10 01:08:59 -- STEP: 187/725 -- GLOBAL_STEP: 192500 | > loss_disc: 2.2596192359924316 (2.2064967404074842) | > loss_disc_real_0: 0.1413983553647995 (0.13844067718893463) | > loss_disc_real_1: 0.17670267820358276 (0.19300882303141018) | > loss_disc_real_2: 0.17243532836437225 (0.18889308589346265) | > loss_disc_real_3: 0.18714991211891174 (0.20569280323816497) | > loss_disc_real_4: 0.18400387465953827 (0.19840574272494896) | > loss_disc_real_5: 0.2020481377840042 (0.20355863733725113) | > loss_0: 2.2596192359924316 (2.2064967404074842) | > grad_norm_0: tensor(11.9141, device='cuda:0') (tensor(26.3587, device='cuda:0')) | > loss_gen: 2.749147415161133 (2.771837189873272) | > loss_kl: 1.711153268814087 (1.7401794316296908) | > loss_feat: 7.904911041259766 (8.29574717047381) | > loss_mel: 13.214731216430664 (13.36354105740307) | > loss_duration: 1.7078492641448975 (1.6926355310939847) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.287792205810547 (27.863940397048374) | > grad_norm_1: tensor(437.2582, device='cuda:0') (tensor(583.2224, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8498 (0.8492916420819289) | > loader_time: 0.0101 (0.010077095286731412)  --> TIME: 2025-05-10 01:09:42 -- STEP: 237/725 -- GLOBAL_STEP: 192550 | > loss_disc: 2.123744249343872 (2.212304048397368) | > loss_disc_real_0: 0.17551051080226898 (0.14084207892166417) | > loss_disc_real_1: 0.18365947902202606 (0.19322082746129499) | > loss_disc_real_2: 0.18944242596626282 (0.18884787944298753) | > loss_disc_real_3: 0.20478151738643646 (0.2060603909980396) | > loss_disc_real_4: 0.19875715672969818 (0.1980626247980423) | > loss_disc_real_5: 0.21986006200313568 (0.2042670156256559) | > loss_0: 2.123744249343872 (2.212304048397368) | > grad_norm_0: tensor(39.9531, device='cuda:0') (tensor(26.9547, device='cuda:0')) | > loss_gen: 3.014251947402954 (2.7634034639672387) | > loss_kl: 2.057669162750244 (1.7443935614597947) | > loss_feat: 9.585061073303223 (8.261929743400609) | > loss_mel: 14.632858276367188 (13.325060534577828) | > loss_duration: 1.6795718669891357 (1.6919647797250543) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.969411849975586 (27.78675212940586) | > grad_norm_1: tensor(584.6201, device='cuda:0') (tensor(564.1594, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8149 (0.8491451589367058) | > loader_time: 0.0116 (0.010032575341719615)  --> TIME: 2025-05-10 01:10:25 -- STEP: 287/725 -- GLOBAL_STEP: 192600 | > loss_disc: 2.3662614822387695 (2.2135205987438487) | > loss_disc_real_0: 0.15184126794338226 (0.14115083225408914) | > loss_disc_real_1: 0.20884786546230316 (0.19339136332792686) | > loss_disc_real_2: 0.20395611226558685 (0.18871328525426906) | > loss_disc_real_3: 0.1918456256389618 (0.2060214070285239) | > loss_disc_real_4: 0.20076780021190643 (0.1979623320106845) | > loss_disc_real_5: 0.22919175028800964 (0.20437203638437315) | > loss_0: 2.3662614822387695 (2.2135205987438487) | > grad_norm_0: tensor(22.9529, device='cuda:0') (tensor(27.4285, device='cuda:0')) | > loss_gen: 2.4406814575195312 (2.7670895621336298) | > loss_kl: 1.4948269128799438 (1.7409952891412923) | > loss_feat: 6.373495578765869 (8.265836853598893) | > loss_mel: 11.712518692016602 (13.33010158140069) | > loss_duration: 1.7113205194473267 (1.6921229470482266) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.73284339904785 (27.796146293135042) | > grad_norm_1: tensor(316.1800, device='cuda:0') (tensor(574.0073, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8086 (0.8482398671140239) | > loader_time: 0.01 (0.009976246631103938)  --> TIME: 2025-05-10 01:11:08 -- STEP: 337/725 -- GLOBAL_STEP: 192650 | > loss_disc: 2.176386594772339 (2.213288640056236) | > loss_disc_real_0: 0.10804182291030884 (0.140534030444898) | > loss_disc_real_1: 0.18541361391544342 (0.19333704687013825) | > loss_disc_real_2: 0.18746989965438843 (0.18899069598237536) | > loss_disc_real_3: 0.20631425082683563 (0.20567408845226565) | > loss_disc_real_4: 0.2024427205324173 (0.1980728275786521) | > loss_disc_real_5: 0.21087194979190826 (0.2047334741414123) | > loss_0: 2.176386594772339 (2.213288640056236) | > grad_norm_0: tensor(8.7564, device='cuda:0') (tensor(26.7732, device='cuda:0')) | > loss_gen: 2.755904197692871 (2.7637913708163295) | > loss_kl: 1.71004319190979 (1.737610248500586) | > loss_feat: 8.445762634277344 (8.261400962795634) | > loss_mel: 14.058752059936523 (13.304889412945032) | > loss_duration: 1.6670738458633423 (1.690847814259967) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.637537002563477 (27.758539884663467) | > grad_norm_1: tensor(405.8083, device='cuda:0') (tensor(569.2117, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8844 (0.8484945445810652) | > loader_time: 0.0103 (0.01000513025844133)  --> TIME: 2025-05-10 01:11:51 -- STEP: 387/725 -- GLOBAL_STEP: 192700 | > loss_disc: 2.1369869709014893 (2.212112800095431) | > loss_disc_real_0: 0.13531805574893951 (0.14040526899795522) | > loss_disc_real_1: 0.21995210647583008 (0.19323746752215296) | > loss_disc_real_2: 0.1978565901517868 (0.18870388418050993) | > loss_disc_real_3: 0.18839645385742188 (0.2056665809425581) | > loss_disc_real_4: 0.16202163696289062 (0.19776722523131107) | > loss_disc_real_5: 0.21636323630809784 (0.2047990646011145) | > loss_0: 2.1369869709014893 (2.212112800095431) | > grad_norm_0: tensor(19.5798, device='cuda:0') (tensor(26.9197, device='cuda:0')) | > loss_gen: 2.926694631576538 (2.7631962601220588) | > loss_kl: 1.7894642353057861 (1.7334708868687156) | > loss_feat: 8.512419700622559 (8.249937563903577) | > loss_mel: 14.293819427490234 (13.304165196973225) | > loss_duration: 1.7656232118606567 (1.6903380857881645) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.288021087646484 (27.741108044173355) | > grad_norm_1: tensor(623.5505, device='cuda:0') (tensor(572.3429, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8742 (0.8486058921468966) | > loader_time: 0.0098 (0.00999581105333275)  --> TIME: 2025-05-10 01:12:34 -- STEP: 437/725 -- GLOBAL_STEP: 192750 | > loss_disc: 2.208707094192505 (2.212485630943243) | > loss_disc_real_0: 0.1589118242263794 (0.14029882971018354) | > loss_disc_real_1: 0.20209519565105438 (0.19296968184428576) | > loss_disc_real_2: 0.18729962408542633 (0.18863373231014877) | > loss_disc_real_3: 0.19845372438430786 (0.20556559340359148) | > loss_disc_real_4: 0.2083311378955841 (0.1978123603341781) | > loss_disc_real_5: 0.20427726209163666 (0.2051573919486126) | > loss_0: 2.208707094192505 (2.212485630943243) | > grad_norm_0: tensor(22.5828, device='cuda:0') (tensor(26.8018, device='cuda:0')) | > loss_gen: 2.6894664764404297 (2.762039102187692) | > loss_kl: 1.6242543458938599 (1.7320452985829018) | > loss_feat: 7.869648456573486 (8.239279458942903) | > loss_mel: 11.899552345275879 (13.290984088277925) | > loss_duration: 1.657691240310669 (1.690029805257609) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.74061393737793 (27.71437782881188) | > grad_norm_1: tensor(596.0264, device='cuda:0') (tensor(575.6710, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8954 (0.8479361386811979) | > loader_time: 0.0099 (0.00995436140274293)  --> TIME: 2025-05-10 01:13:17 -- STEP: 487/725 -- GLOBAL_STEP: 192800 | > loss_disc: 2.2101683616638184 (2.21507687000768) | > loss_disc_real_0: 0.1588868945837021 (0.14057439063853563) | > loss_disc_real_1: 0.20286282896995544 (0.19304039373657297) | > loss_disc_real_2: 0.22191832959651947 (0.18912741961053253) | > loss_disc_real_3: 0.17387087643146515 (0.20563911427829792) | > loss_disc_real_4: 0.15681125223636627 (0.19769211300099895) | > loss_disc_real_5: 0.2074422836303711 (0.20528048950054312) | > loss_0: 2.2101683616638184 (2.21507687000768) | > grad_norm_0: tensor(11.7478, device='cuda:0') (tensor(27.0236, device='cuda:0')) | > loss_gen: 2.7655410766601562 (2.7635806806278436) | > loss_kl: 1.6341567039489746 (1.7330334414202082) | > loss_feat: 8.1505765914917 (8.229931427957595) | > loss_mel: 13.181134223937988 (13.307856653750065) | > loss_duration: 1.673366665840149 (1.6906234904725934) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.404773712158203 (27.725025744898357) | > grad_norm_1: tensor(711.6435, device='cuda:0') (tensor(580.5964, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8179 (0.8478223763452174) | > loader_time: 0.01 (0.009944256326256352)  --> TIME: 2025-05-10 01:14:01 -- STEP: 537/725 -- GLOBAL_STEP: 192850 | > loss_disc: 2.2808923721313477 (2.216395842074458) | > loss_disc_real_0: 0.1942426860332489 (0.14152247326889084) | > loss_disc_real_1: 0.2266293466091156 (0.19329931338628134) | > loss_disc_real_2: 0.20859341323375702 (0.18920139338495115) | > loss_disc_real_3: 0.22550883889198303 (0.20552688792653148) | > loss_disc_real_4: 0.1889202892780304 (0.19750921009195138) | > loss_disc_real_5: 0.21910294890403748 (0.2052110585642482) | > loss_0: 2.2808923721313477 (2.216395842074458) | > grad_norm_0: tensor(29.8065, device='cuda:0') (tensor(27.2142, device='cuda:0')) | > loss_gen: 2.735966205596924 (2.762746792709806) | > loss_kl: 1.8483062982559204 (1.733981039049017) | > loss_feat: 8.007805824279785 (8.224493941337268) | > loss_mel: 13.101308822631836 (13.30789729780769) | > loss_duration: 1.7078492641448975 (1.691110073299159) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.401235580444336 (27.72022917195183) | > grad_norm_1: tensor(781.9807, device='cuda:0') (tensor(581.4292, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8496 (0.848789236843031) | > loader_time: 0.009 (0.009939989342147858)  --> TIME: 2025-05-10 01:14:44 -- STEP: 587/725 -- GLOBAL_STEP: 192900 | > loss_disc: 2.092381715774536 (2.216594543733222) | > loss_disc_real_0: 0.16683855652809143 (0.14146988204278985) | > loss_disc_real_1: 0.19925639033317566 (0.1931417393268069) | > loss_disc_real_2: 0.18175089359283447 (0.18926595141270275) | > loss_disc_real_3: 0.18481619656085968 (0.2054159742045444) | > loss_disc_real_4: 0.17731086909770966 (0.19747361342789163) | > loss_disc_real_5: 0.16945704817771912 (0.20503509988979743) | > loss_0: 2.092381715774536 (2.216594543733222) | > grad_norm_0: tensor(38.9170, device='cuda:0') (tensor(27.2756, device='cuda:0')) | > loss_gen: 3.0503551959991455 (2.7600034412371053) | > loss_kl: 1.712319016456604 (1.7356360982183294) | > loss_feat: 9.27743911743164 (8.208969404587755) | > loss_mel: 13.720300674438477 (13.277330541529482) | > loss_duration: 1.6694551706314087 (1.6906273992544945) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.42987060546875 (27.672566919148053) | > grad_norm_1: tensor(726.9102, device='cuda:0') (tensor(580.1668, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8572 (0.8484038368400562) | > loader_time: 0.0092 (0.009911148064790435)  --> TIME: 2025-05-10 01:15:27 -- STEP: 637/725 -- GLOBAL_STEP: 192950 | > loss_disc: 2.1924805641174316 (2.215295871722642) | > loss_disc_real_0: 0.14814114570617676 (0.14097247250506792) | > loss_disc_real_1: 0.18236112594604492 (0.19310286531175136) | > loss_disc_real_2: 0.18355099856853485 (0.1892324207435409) | > loss_disc_real_3: 0.23265863955020905 (0.20518807070315173) | > loss_disc_real_4: 0.167408287525177 (0.19754457543933035) | > loss_disc_real_5: 0.22551803290843964 (0.20516020302869836) | > loss_0: 2.1924805641174316 (2.215295871722642) | > grad_norm_0: tensor(29.8780, device='cuda:0') (tensor(27.2361, device='cuda:0')) | > loss_gen: 2.73057222366333 (2.760566821839411) | > loss_kl: 1.7831312417984009 (1.7364236200623082) | > loss_feat: 8.180195808410645 (8.211829752151036) | > loss_mel: 13.420470237731934 (13.278096178075769) | > loss_duration: 1.640917420387268 (1.6905672714886149) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.755285263061523 (27.677483673934088) | > grad_norm_1: tensor(752.9380, device='cuda:0') (tensor(581.9329, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.8445 (0.8482215415739004) | > loader_time: 0.01 (0.009898146430214687)  --> TIME: 2025-05-10 01:16:09 -- STEP: 687/725 -- GLOBAL_STEP: 193000 | > loss_disc: 2.024132490158081 (2.2135812431096675) | > loss_disc_real_0: 0.11388829350471497 (0.1404645044947643) | > loss_disc_real_1: 0.15851718187332153 (0.19302715586696295) | > loss_disc_real_2: 0.16204842925071716 (0.18936296507954758) | > loss_disc_real_3: 0.18103072047233582 (0.2049634624950404) | > loss_disc_real_4: 0.1721673458814621 (0.1975202586236132) | > loss_disc_real_5: 0.18705753982067108 (0.20507677044757416) | > loss_0: 2.024132490158081 (2.2135812431096675) | > grad_norm_0: tensor(30.0538, device='cuda:0') (tensor(27.2435, device='cuda:0')) | > loss_gen: 2.931513786315918 (2.76256257338989) | > loss_kl: 1.5988389253616333 (1.7354145121192652) | > loss_feat: 9.374366760253906 (8.218185539328895) | > loss_mel: 14.120247840881348 (13.287201195651614) | > loss_duration: 1.716207504272461 (1.6905498910679047) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.741174697875977 (27.69391375268216) | > grad_norm_1: tensor(801.5660, device='cuda:0') (tensor(587.7424, device='cuda:0')) | > current_lr_0: 0.00019501291522459419 | > current_lr_1: 0.00019501291522459419 | > step_time: 0.853 (0.8477148634898092) | > loader_time: 0.0097 (0.00988257018065696) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_193000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3929667472839355 (2.3929667472839355) | > loss_disc_real_0: 0.12279704958200455 (0.12279704958200455) | > loss_disc_real_1: 0.18287895619869232 (0.18287895619869232) | > loss_disc_real_2: 0.23364537954330444 (0.23364537954330444) | > loss_disc_real_3: 0.2073802947998047 (0.2073802947998047) | > loss_disc_real_4: 0.2733263075351715 (0.2733263075351715) | > loss_disc_real_5: 0.27091753482818604 (0.27091753482818604) | > loss_0: 2.3929667472839355 (2.3929667472839355) | > loss_gen: 2.6040616035461426 (2.6040616035461426) | > loss_kl: 2.20527982711792 (2.20527982711792) | > loss_feat: 7.9755659103393555 (7.9755659103393555) | > loss_mel: 13.787227630615234 (13.787227630615234) | > loss_duration: 1.682140827178955 (1.682140827178955) | > loss_1: 28.254274368286133 (28.254274368286133)  --> STEP: 1 | > loss_disc: 2.447300910949707 (2.447300910949707) | > loss_disc_real_0: 0.1248796284198761 (0.1248796284198761) | > loss_disc_real_1: 0.17642737925052643 (0.17642737925052643) | > loss_disc_real_2: 0.22396346926689148 (0.22396346926689148) | > loss_disc_real_3: 0.18567512929439545 (0.18567512929439545) | > loss_disc_real_4: 0.28413161635398865 (0.28413161635398865) | > loss_disc_real_5: 0.2360706925392151 (0.2360706925392151) | > loss_0: 2.447300910949707 (2.447300910949707) | > loss_gen: 2.351912021636963 (2.351912021636963) | > loss_kl: 2.0948572158813477 (2.0948572158813477) | > loss_feat: 7.439151287078857 (7.439151287078857) | > loss_mel: 12.264192581176758 (12.264192581176758) | > loss_duration: 1.7769947052001953 (1.7769947052001953) | > loss_1: 25.927106857299805 (25.927106857299805)  --> STEP: 2 | > loss_disc: 2.2276411056518555 (2.3374710083007812) | > loss_disc_real_0: 0.11214885860681534 (0.11851424351334572) | > loss_disc_real_1: 0.16785532236099243 (0.17214135080575943) | > loss_disc_real_2: 0.21649982035160065 (0.22023164480924606) | > loss_disc_real_3: 0.175811305642128 (0.18074321746826172) | > loss_disc_real_4: 0.24958175420761108 (0.26685668528079987) | > loss_disc_real_5: 0.2547365725040436 (0.24540363252162933) | > loss_0: 2.2276411056518555 (2.3374710083007812) | > loss_gen: 2.6953165531158447 (2.523614287376404) | > loss_kl: 1.9292412996292114 (2.0120492577552795) | > loss_feat: 8.650838851928711 (8.044995069503784) | > loss_mel: 13.94661808013916 (13.105405330657959) | > loss_duration: 1.8385549783706665 (1.807774841785431) | > loss_1: 29.060569763183594 (27.4938383102417)  --> STEP: 3 | > loss_disc: 2.3827061653137207 (2.352549393971761) | > loss_disc_real_0: 0.1312711536884308 (0.12276654690504074) | > loss_disc_real_1: 0.17962796986103058 (0.17463689049084982) | > loss_disc_real_2: 0.21545177698135376 (0.21863835553328195) | > loss_disc_real_3: 0.21009691059589386 (0.1905277818441391) | > loss_disc_real_4: 0.2731657922267914 (0.2689597209294637) | > loss_disc_real_5: 0.256114661693573 (0.24897397557894388) | > loss_0: 2.3827061653137207 (2.352549393971761) | > loss_gen: 2.5459206104278564 (2.5310497283935547) | > loss_kl: 1.9072054624557495 (1.9771013259887695) | > loss_feat: 7.37972354888916 (7.823237895965576) | > loss_mel: 13.327726364135742 (13.17951234181722) | > loss_duration: 1.7970529794692993 (1.8042008876800537) | > loss_1: 26.95762825012207 (27.315101623535156)  --> STEP: 4 | > loss_disc: 2.273169994354248 (2.332704544067383) | > loss_disc_real_0: 0.11914429068565369 (0.12186098285019398) | > loss_disc_real_1: 0.18289023637771606 (0.17670022696256638) | > loss_disc_real_2: 0.20340287685394287 (0.2148294858634472) | > loss_disc_real_3: 0.180658221244812 (0.18806039169430733) | > loss_disc_real_4: 0.25785112380981445 (0.2661825716495514) | > loss_disc_real_5: 0.23788991570472717 (0.2462029606103897) | > loss_0: 2.273169994354248 (2.332704544067383) | > loss_gen: 2.657622814178467 (2.5626929998397827) | > loss_kl: 2.072767972946167 (2.001017987728119) | > loss_feat: 8.18837833404541 (7.914523005485535) | > loss_mel: 14.578919410705566 (13.529364109039307) | > loss_duration: 1.7529956102371216 (1.7913995683193207) | > loss_1: 29.25068473815918 (27.798997402191162) --> EVAL PERFORMANCE | > avg_loader_time: 0.2763746976852417 (-0.004271030426025391) | > avg_loss_disc: 2.332704544067383 (+0.04134941101074219) | > avg_loss_disc_real_0: 0.12186098285019398 (-0.03908390738070011) | > avg_loss_disc_real_1: 0.17670022696256638 (+0.0016189329326152802) | > avg_loss_disc_real_2: 0.2148294858634472 (+0.05177871882915497) | > avg_loss_disc_real_3: 0.18806039169430733 (-0.029544644057750702) | > avg_loss_disc_real_4: 0.2661825716495514 (+0.05242728441953659) | > avg_loss_disc_real_5: 0.2462029606103897 (+0.03356021270155907) | > avg_loss_0: 2.332704544067383 (+0.04134941101074219) | > avg_loss_gen: 2.5626929998397827 (+0.08989214897155762) | > avg_loss_kl: 2.001017987728119 (+0.13566294312477112) | > avg_loss_feat: 7.914523005485535 (+0.2597559690475464) | > avg_loss_mel: 13.529364109039307 (-0.18891692161560059) | > avg_loss_duration: 1.7913995683193207 (-0.009560227394104004) | > avg_loss_1: 27.798997402191162 (+0.2868332862854004)  > EPOCH: 203/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 01:16:51)   --> TIME: 2025-05-10 01:17:03 -- STEP: 12/725 -- GLOBAL_STEP: 193050 | > loss_disc: 2.245880126953125 (2.2668619751930237) | > loss_disc_real_0: 0.17053982615470886 (0.13707716638843218) | > loss_disc_real_1: 0.1895071119070053 (0.19813928256432214) | > loss_disc_real_2: 0.19357560575008392 (0.19335180148482323) | > loss_disc_real_3: 0.20446325838565826 (0.2078243928651015) | > loss_disc_real_4: 0.18595819175243378 (0.20055629312992096) | > loss_disc_real_5: 0.19730085134506226 (0.21994663402438164) | > loss_0: 2.245880126953125 (2.2668619751930237) | > grad_norm_0: tensor(38.9643, device='cuda:0') (tensor(23.8798, device='cuda:0')) | > loss_gen: 2.8085522651672363 (2.7129746278127036) | > loss_kl: 1.8596631288528442 (1.8133424023787181) | > loss_feat: 8.16517162322998 (7.823437174161275) | > loss_mel: 13.231048583984375 (12.934464613596598) | > loss_duration: 1.728316307067871 (1.6893647412459056) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.79275131225586 (26.973583380381267) | > grad_norm_1: tensor(954.3250, device='cuda:0') (tensor(498.9535, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8531 (0.8288923501968384) | > loader_time: 0.009 (0.009650031725565592)  --> TIME: 2025-05-10 01:17:46 -- STEP: 62/725 -- GLOBAL_STEP: 193100 | > loss_disc: 2.283876657485962 (2.2338055026146684) | > loss_disc_real_0: 0.21764680743217468 (0.14403254839201132) | > loss_disc_real_1: 0.2155183106660843 (0.19516775492698915) | > loss_disc_real_2: 0.19153311848640442 (0.19139182303220992) | > loss_disc_real_3: 0.1950526088476181 (0.20536776295592707) | > loss_disc_real_4: 0.1900051385164261 (0.19798642925677762) | > loss_disc_real_5: 0.2260342836380005 (0.20659852724882863) | > loss_0: 2.283876657485962 (2.2338055026146684) | > grad_norm_0: tensor(33.1259, device='cuda:0') (tensor(29.2650, device='cuda:0')) | > loss_gen: 2.7218616008758545 (2.73948811715649) | > loss_kl: 1.5273959636688232 (1.7462293082667935) | > loss_feat: 7.965212345123291 (8.026130660887686) | > loss_mel: 13.078615188598633 (13.06993269151257) | > loss_duration: 1.7292916774749756 (1.6852834301610147) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.022377014160156 (27.26706403301608) | > grad_norm_1: tensor(570.2833, device='cuda:0') (tensor(565.3166, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8268 (0.846197493614689) | > loader_time: 0.0098 (0.01000413587016444)  --> TIME: 2025-05-10 01:18:29 -- STEP: 112/725 -- GLOBAL_STEP: 193150 | > loss_disc: 2.211728811264038 (2.2238668075629655) | > loss_disc_real_0: 0.1150895431637764 (0.14320528992850864) | > loss_disc_real_1: 0.21837390959262848 (0.19306582185838908) | > loss_disc_real_2: 0.18558810651302338 (0.1889223220891186) | > loss_disc_real_3: 0.18289390206336975 (0.20572624661560565) | > loss_disc_real_4: 0.19652527570724487 (0.19805572474641459) | > loss_disc_real_5: 0.20892572402954102 (0.2057422921061516) | > loss_0: 2.211728811264038 (2.2238668075629655) | > grad_norm_0: tensor(39.5680, device='cuda:0') (tensor(28.1632, device='cuda:0')) | > loss_gen: 2.7207345962524414 (2.7538361059767866) | > loss_kl: 1.7420145273208618 (1.7076838059084753) | > loss_feat: 8.472030639648438 (8.167740102325169) | > loss_mel: 13.964170455932617 (13.277104275567192) | > loss_duration: 1.6790435314178467 (1.6892290615609713) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.577991485595703 (27.595593248094833) | > grad_norm_1: tensor(934.4252, device='cuda:0') (tensor(561.8301, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8202 (0.8482426170791898) | > loader_time: 0.0104 (0.010087445378303526)  --> TIME: 2025-05-10 01:19:12 -- STEP: 162/725 -- GLOBAL_STEP: 193200 | > loss_disc: 2.337022066116333 (2.220425839777347) | > loss_disc_real_0: 0.12824246287345886 (0.14276002434852678) | > loss_disc_real_1: 0.1840759962797165 (0.19321877960069683) | > loss_disc_real_2: 0.21153788268566132 (0.18904515135067476) | > loss_disc_real_3: 0.22169296443462372 (0.20534077728236164) | > loss_disc_real_4: 0.2103811353445053 (0.19745973378051948) | > loss_disc_real_5: 0.18816161155700684 (0.20556243104331287) | > loss_0: 2.337022066116333 (2.220425839777347) | > grad_norm_0: tensor(13.2848, device='cuda:0') (tensor(26.8673, device='cuda:0')) | > loss_gen: 2.6631016731262207 (2.761831146699412) | > loss_kl: 1.8677833080291748 (1.7168091984442715) | > loss_feat: 7.807860374450684 (8.218367314633026) | > loss_mel: 12.867400169372559 (13.28669681078122) | > loss_duration: 1.6327219009399414 (1.6896593165986336) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.8388671875 (27.673363638512882) | > grad_norm_1: tensor(421.6374, device='cuda:0') (tensor(549.1742, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8324 (0.8469561750506177) | > loader_time: 0.0105 (0.010170570126286256)  --> TIME: 2025-05-10 01:19:56 -- STEP: 212/725 -- GLOBAL_STEP: 193250 | > loss_disc: 2.3998799324035645 (2.217373412735058) | > loss_disc_real_0: 0.21266858279705048 (0.1438844605999172) | > loss_disc_real_1: 0.19931012392044067 (0.19361245948469863) | > loss_disc_real_2: 0.16777655482292175 (0.1886911417515772) | > loss_disc_real_3: 0.20509073138237 (0.20452336699895138) | > loss_disc_real_4: 0.2180304378271103 (0.19703913817428192) | > loss_disc_real_5: 0.17908123135566711 (0.2043276143805036) | > loss_0: 2.3998799324035645 (2.217373412735058) | > grad_norm_0: tensor(25.1935, device='cuda:0') (tensor(27.5604, device='cuda:0')) | > loss_gen: 2.5326781272888184 (2.769233540543971) | > loss_kl: 1.6345930099487305 (1.7173524915047407) | > loss_feat: 6.937289714813232 (8.25058299865363) | > loss_mel: 11.37539291381836 (13.31153979391422) | > loss_duration: 1.6796035766601562 (1.6893217018190423) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.159557342529297 (27.73803045164864) | > grad_norm_1: tensor(519.9525, device='cuda:0') (tensor(547.5389, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8283 (0.8489343456502231) | > loader_time: 0.0108 (0.01021135640594194)  --> TIME: 2025-05-10 01:20:39 -- STEP: 262/725 -- GLOBAL_STEP: 193300 | > loss_disc: 2.2277472019195557 (2.2171688735030073) | > loss_disc_real_0: 0.16075998544692993 (0.1427877042015999) | > loss_disc_real_1: 0.17028659582138062 (0.1933397987416682) | > loss_disc_real_2: 0.16357272863388062 (0.18864613299378907) | > loss_disc_real_3: 0.1744897961616516 (0.20488503046390663) | > loss_disc_real_4: 0.17882080376148224 (0.19717985181180575) | > loss_disc_real_5: 0.17821113765239716 (0.20530810872562058) | > loss_0: 2.2277472019195557 (2.2171688735030073) | > grad_norm_0: tensor(43.3801, device='cuda:0') (tensor(27.4010, device='cuda:0')) | > loss_gen: 2.602165937423706 (2.7665114666669433) | > loss_kl: 1.839870572090149 (1.7206415497619683) | > loss_feat: 8.177396774291992 (8.243882128300566) | > loss_mel: 12.906716346740723 (13.323524737176095) | > loss_duration: 1.6847476959228516 (1.6901020371276916) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.21089744567871 (27.74466189173342) | > grad_norm_1: tensor(205.7975, device='cuda:0') (tensor(554.3085, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8868 (0.8482518896801781) | > loader_time: 0.0101 (0.010208118052882997)  --> TIME: 2025-05-10 01:21:22 -- STEP: 312/725 -- GLOBAL_STEP: 193350 | > loss_disc: 2.2426581382751465 (2.2217178275951963) | > loss_disc_real_0: 0.09679118543863297 (0.14326164324600715) | > loss_disc_real_1: 0.19263839721679688 (0.19296375962977225) | > loss_disc_real_2: 0.19196145236492157 (0.1895730743805567) | > loss_disc_real_3: 0.19472636282444 (0.205088943338547) | > loss_disc_real_4: 0.19583025574684143 (0.19760818593204027) | > loss_disc_real_5: 0.2073042243719101 (0.20598901617221352) | > loss_0: 2.2426581382751465 (2.2217178275951963) | > grad_norm_0: tensor(19.4462, device='cuda:0') (tensor(27.5283, device='cuda:0')) | > loss_gen: 2.6276941299438477 (2.7611128412760206) | > loss_kl: 1.6581017971038818 (1.7196316818396251) | > loss_feat: 7.174111843109131 (8.213551776531423) | > loss_mel: 11.7339506149292 (13.292372382604158) | > loss_duration: 1.678900957107544 (1.6888962556154303) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.872760772705078 (27.67556490653601) | > grad_norm_1: tensor(508.9468, device='cuda:0') (tensor(543.1676, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8406 (0.8485507575365215) | > loader_time: 0.0103 (0.010204531443424711)  --> TIME: 2025-05-10 01:22:06 -- STEP: 362/725 -- GLOBAL_STEP: 193400 | > loss_disc: 2.297451972961426 (2.2238702517188043) | > loss_disc_real_0: 0.10524796694517136 (0.1430586297785379) | > loss_disc_real_1: 0.20641998946666718 (0.19345274312390806) | > loss_disc_real_2: 0.20523445308208466 (0.1897112611084353) | > loss_disc_real_3: 0.1945067197084427 (0.20524762579090688) | > loss_disc_real_4: 0.17263160645961761 (0.19797754073669901) | > loss_disc_real_5: 0.21862010657787323 (0.20620499884720014) | > loss_0: 2.297451972961426 (2.2238702517188043) | > grad_norm_0: tensor(22.0213, device='cuda:0') (tensor(27.0940, device='cuda:0')) | > loss_gen: 2.538508176803589 (2.755803846522587) | > loss_kl: 1.8363302946090698 (1.7137737636408095) | > loss_feat: 7.154562473297119 (8.182655900881437) | > loss_mel: 11.080323219299316 (13.24656924094943) | > loss_duration: 1.631497859954834 (1.6879347931614241) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.241222381591797 (27.586737522104173) | > grad_norm_1: tensor(504.3874, device='cuda:0') (tensor(540.0174, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8429 (0.8496459373453047) | > loader_time: 0.0098 (0.010241714630337713)  --> TIME: 2025-05-10 01:22:49 -- STEP: 412/725 -- GLOBAL_STEP: 193450 | > loss_disc: 2.321889877319336 (2.2235325412842823) | > loss_disc_real_0: 0.11203788220882416 (0.14411248131067422) | > loss_disc_real_1: 0.17715699970722198 (0.19308018449296072) | > loss_disc_real_2: 0.19313471019268036 (0.18957016913636218) | > loss_disc_real_3: 0.1931239813566208 (0.20508425407907338) | > loss_disc_real_4: 0.19680504500865936 (0.1979503571553138) | > loss_disc_real_5: 0.2234983891248703 (0.20549878749309242) | > loss_0: 2.321889877319336 (2.2235325412842823) | > grad_norm_0: tensor(28.9535, device='cuda:0') (tensor(27.1527, device='cuda:0')) | > loss_gen: 2.568798065185547 (2.7579088986498626) | > loss_kl: 1.605684518814087 (1.710906553615644) | > loss_feat: 8.113970756530762 (8.197968845228544) | > loss_mel: 13.708154678344727 (13.264874879596302) | > loss_duration: 1.6992909908294678 (1.6883788146440268) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.695899963378906 (27.620037949200977) | > grad_norm_1: tensor(249.6874, device='cuda:0') (tensor(538.5432, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8702 (0.849737963051472) | > loader_time: 0.0098 (0.010243871258300485)  --> TIME: 2025-05-10 01:23:32 -- STEP: 462/725 -- GLOBAL_STEP: 193500 | > loss_disc: 2.2690649032592773 (2.226519806044443) | > loss_disc_real_0: 0.2016858458518982 (0.14418948199841883) | > loss_disc_real_1: 0.20822636783123016 (0.19321180296279652) | > loss_disc_real_2: 0.19936488568782806 (0.18985256430132563) | > loss_disc_real_3: 0.1844780147075653 (0.2051553452040726) | > loss_disc_real_4: 0.21374806761741638 (0.19843985120971486) | > loss_disc_real_5: 0.20806868374347687 (0.2056669990544196) | > loss_0: 2.2690649032592773 (2.226519806044443) | > grad_norm_0: tensor(37.3077, device='cuda:0') (tensor(27.2748, device='cuda:0')) | > loss_gen: 2.792388677597046 (2.7541046173541566) | > loss_kl: 1.7671452760696411 (1.709261971376675) | > loss_feat: 8.21201229095459 (8.175499814929386) | > loss_mel: 12.855571746826172 (13.242462771279472) | > loss_duration: 1.724510669708252 (1.6885293247379785) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.351627349853516 (27.569858439556967) | > grad_norm_1: tensor(803.3755, device='cuda:0') (tensor(540.5976, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.7997 (0.8491585373362422) | > loader_time: 0.0096 (0.010217886466484565)  --> TIME: 2025-05-10 01:24:15 -- STEP: 512/725 -- GLOBAL_STEP: 193550 | > loss_disc: 2.20910382270813 (2.2259081997908656) | > loss_disc_real_0: 0.1443232148885727 (0.14367123927513603) | > loss_disc_real_1: 0.17799881100654602 (0.1931948425481096) | > loss_disc_real_2: 0.18821416795253754 (0.19015777128515765) | > loss_disc_real_3: 0.22236818075180054 (0.20508719494682737) | > loss_disc_real_4: 0.18590927124023438 (0.19831486258772205) | > loss_disc_real_5: 0.1915329396724701 (0.2055315064208117) | > loss_0: 2.20910382270813 (2.2259081997908656) | > grad_norm_0: tensor(28.3597, device='cuda:0') (tensor(27.3700, device='cuda:0')) | > loss_gen: 2.813068151473999 (2.7543582008220246) | > loss_kl: 1.661583662033081 (1.7088683943729848) | > loss_feat: 7.672169208526611 (8.171924523077903) | > loss_mel: 13.312264442443848 (13.25410170853138) | > loss_duration: 1.6303091049194336 (1.6888727524783465) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.089393615722656 (27.578125517815355) | > grad_norm_1: tensor(310.7023, device='cuda:0') (tensor(547.7800, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8424 (0.8492504009045662) | > loader_time: 0.0099 (0.010193093214184046)  --> TIME: 2025-05-10 01:24:58 -- STEP: 562/725 -- GLOBAL_STEP: 193600 | > loss_disc: 2.2300612926483154 (2.2232142529877916) | > loss_disc_real_0: 0.12545251846313477 (0.14317416309567965) | > loss_disc_real_1: 0.16554506123065948 (0.192865322678751) | > loss_disc_real_2: 0.20395568013191223 (0.19011507596939906) | > loss_disc_real_3: 0.19670699536800385 (0.20480809016053786) | > loss_disc_real_4: 0.22559607028961182 (0.19843436318890484) | > loss_disc_real_5: 0.22314420342445374 (0.2053584410308519) | > loss_0: 2.2300612926483154 (2.2232142529877916) | > grad_norm_0: tensor(13.3209, device='cuda:0') (tensor(27.3575, device='cuda:0')) | > loss_gen: 2.6760294437408447 (2.755599264148291) | > loss_kl: 1.7943933010101318 (1.7137121814849958) | > loss_feat: 7.586905479431152 (8.184926960391925) | > loss_mel: 12.652822494506836 (13.25952319997061) | > loss_duration: 1.6737704277038574 (1.6885580115046785) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.383922576904297 (27.60231955789586) | > grad_norm_1: tensor(403.5398, device='cuda:0') (tensor(554.9332, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8904 (0.849122959523863) | > loader_time: 0.0102 (0.010171810503107795)  --> TIME: 2025-05-10 01:25:42 -- STEP: 612/725 -- GLOBAL_STEP: 193650 | > loss_disc: 2.2374677658081055 (2.2219325261178358) | > loss_disc_real_0: 0.13991746306419373 (0.1432586782337989) | > loss_disc_real_1: 0.21533672511577606 (0.19286556578442166) | > loss_disc_real_2: 0.19955161213874817 (0.19008703147566394) | > loss_disc_real_3: 0.19361262023448944 (0.20469994752917411) | > loss_disc_real_4: 0.22961211204528809 (0.1982561383225949) | > loss_disc_real_5: 0.19309410452842712 (0.20506390318079715) | > loss_0: 2.2374677658081055 (2.2219325261178358) | > grad_norm_0: tensor(30.1189, device='cuda:0') (tensor(27.4601, device='cuda:0')) | > loss_gen: 2.70072865486145 (2.756839201341267) | > loss_kl: 1.7710593938827515 (1.7147098656962896) | > loss_feat: 7.234875202178955 (8.189037117303581) | > loss_mel: 12.314732551574707 (13.26897687382168) | > loss_duration: 1.608219861984253 (1.6877843899274962) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.629615783691406 (27.61734741186004) | > grad_norm_1: tensor(685.1722, device='cuda:0') (tensor(558.2879, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8146 (0.8499630611706405) | > loader_time: 0.0088 (0.010176765762902554)  --> TIME: 2025-05-10 01:26:25 -- STEP: 662/725 -- GLOBAL_STEP: 193700 | > loss_disc: 2.4502742290496826 (2.221325916466034) | > loss_disc_real_0: 0.1328081637620926 (0.1435809800587032) | > loss_disc_real_1: 0.19733776152133942 (0.19275871810596154) | > loss_disc_real_2: 0.19604931771755219 (0.18990047496611262) | > loss_disc_real_3: 0.21930040419101715 (0.20479913908999492) | > loss_disc_real_4: 0.2249692976474762 (0.19825381740612558) | > loss_disc_real_5: 0.158065527677536 (0.2046322354827403) | > loss_0: 2.4502742290496826 (2.221325916466034) | > grad_norm_0: tensor(11.6443, device='cuda:0') (tensor(27.5434, device='cuda:0')) | > loss_gen: 2.4557511806488037 (2.758449826715935) | > loss_kl: 1.888296365737915 (1.7176785035075735) | > loss_feat: 7.426450252532959 (8.19266156559624) | > loss_mel: 12.22018051147461 (13.276255594639617) | > loss_duration: 1.713521122932434 (1.6880387384725841) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.704200744628906 (27.6330841876949) | > grad_norm_1: tensor(472.1486, device='cuda:0') (tensor(561.8159, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8789 (0.8496199594163464) | > loader_time: 0.0117 (0.010169583865162838)  --> TIME: 2025-05-10 01:27:08 -- STEP: 712/725 -- GLOBAL_STEP: 193750 | > loss_disc: 2.3112549781799316 (2.2220784015534942) | > loss_disc_real_0: 0.1675863415002823 (0.14348325778970897) | > loss_disc_real_1: 0.21297498047351837 (0.19274450108157784) | > loss_disc_real_2: 0.19501063227653503 (0.1901113405572565) | > loss_disc_real_3: 0.18773698806762695 (0.20481733789437273) | > loss_disc_real_4: 0.18940848112106323 (0.19817470480803015) | > loss_disc_real_5: 0.24621076881885529 (0.20490852245286614) | > loss_0: 2.3112549781799316 (2.2220784015534942) | > grad_norm_0: tensor(40.8627, device='cuda:0') (tensor(27.5018, device='cuda:0')) | > loss_gen: 2.656458854675293 (2.757534804303993) | > loss_kl: 1.69431471824646 (1.7172577176870922) | > loss_feat: 7.749953746795654 (8.189122903882788) | > loss_mel: 12.171061515808105 (13.270608194758381) | > loss_duration: 1.6875672340393066 (1.6877516369136532) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.9593563079834 (27.622275239965884) | > grad_norm_1: tensor(772.6511, device='cuda:0') (tensor(561.5443, device='cuda:0')) | > current_lr_0: 0.0001949885386101911 | > current_lr_1: 0.0001949885386101911 | > step_time: 0.8228 (0.849517613984226) | > loader_time: 0.0099 (0.010167104474614172)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.236056327819824 (2.236056327819824) | > loss_disc_real_0: 0.13598357141017914 (0.13598357141017914) | > loss_disc_real_1: 0.17214323580265045 (0.17214323580265045) | > loss_disc_real_2: 0.1851775199174881 (0.1851775199174881) | > loss_disc_real_3: 0.2238263487815857 (0.2238263487815857) | > loss_disc_real_4: 0.2339511513710022 (0.2339511513710022) | > loss_disc_real_5: 0.2023417353630066 (0.2023417353630066) | > loss_0: 2.236056327819824 (2.236056327819824) | > loss_gen: 2.6842610836029053 (2.6842610836029053) | > loss_kl: 2.097241163253784 (2.097241163253784) | > loss_feat: 8.527057647705078 (8.527057647705078) | > loss_mel: 14.138070106506348 (14.138070106506348) | > loss_duration: 1.6856027841567993 (1.6856027841567993) | > loss_1: 29.132232666015625 (29.132232666015625)  --> STEP: 1 | > loss_disc: 2.192654848098755 (2.192654848098755) | > loss_disc_real_0: 0.1295059472322464 (0.1295059472322464) | > loss_disc_real_1: 0.16887041926383972 (0.16887041926383972) | > loss_disc_real_2: 0.18853726983070374 (0.18853726983070374) | > loss_disc_real_3: 0.21316386759281158 (0.21316386759281158) | > loss_disc_real_4: 0.26119154691696167 (0.26119154691696167) | > loss_disc_real_5: 0.18550562858581543 (0.18550562858581543) | > loss_0: 2.192654848098755 (2.192654848098755) | > loss_gen: 2.747042179107666 (2.747042179107666) | > loss_kl: 2.1411919593811035 (2.1411919593811035) | > loss_feat: 8.136241912841797 (8.136241912841797) | > loss_mel: 13.575535774230957 (13.575535774230957) | > loss_duration: 1.7678754329681396 (1.7678754329681396) | > loss_1: 28.367887496948242 (28.367887496948242)  --> STEP: 2 | > loss_disc: 2.2124366760253906 (2.2025457620620728) | > loss_disc_real_0: 0.13792040944099426 (0.13371317833662033) | > loss_disc_real_1: 0.1689622700214386 (0.16891634464263916) | > loss_disc_real_2: 0.1879933923482895 (0.1882653310894966) | > loss_disc_real_3: 0.23382075130939484 (0.2234923094511032) | > loss_disc_real_4: 0.2888157069683075 (0.2750036269426346) | > loss_disc_real_5: 0.22047239542007446 (0.20298901200294495) | > loss_0: 2.2124366760253906 (2.2025457620620728) | > loss_gen: 2.8777575492858887 (2.8123998641967773) | > loss_kl: 1.8283699750900269 (1.9847809672355652) | > loss_feat: 8.191450119018555 (8.163846015930176) | > loss_mel: 14.413853645324707 (13.994694709777832) | > loss_duration: 1.8214309215545654 (1.7946531772613525) | > loss_1: 29.132862091064453 (28.750374794006348)  --> STEP: 3 | > loss_disc: 2.239828586578369 (2.2149733702341714) | > loss_disc_real_0: 0.14938108623027802 (0.13893581430117288) | > loss_disc_real_1: 0.16874049603939056 (0.1688577284415563) | > loss_disc_real_2: 0.19296251237392426 (0.18983105818430582) | > loss_disc_real_3: 0.2325279414653778 (0.22650418678919473) | > loss_disc_real_4: 0.2667805552482605 (0.2722626030445099) | > loss_disc_real_5: 0.20525731146335602 (0.20374511182308197) | > loss_0: 2.239828586578369 (2.2149733702341714) | > loss_gen: 2.7811338901519775 (2.8019778728485107) | > loss_kl: 1.855412244796753 (1.9416580597559612) | > loss_feat: 7.7888054847717285 (8.038832505544027) | > loss_mel: 13.919736862182617 (13.969708760579428) | > loss_duration: 1.7868003845214844 (1.7920355796813965) | > loss_1: 28.131887435913086 (28.544212341308594)  --> STEP: 4 | > loss_disc: 2.321789026260376 (2.2416772842407227) | > loss_disc_real_0: 0.16967611014842987 (0.14662088826298714) | > loss_disc_real_1: 0.17997784912586212 (0.17163775861263275) | > loss_disc_real_2: 0.2007574588060379 (0.19256265833973885) | > loss_disc_real_3: 0.2239627242088318 (0.225868821144104) | > loss_disc_real_4: 0.22532139718532562 (0.2605273015797138) | > loss_disc_real_5: 0.22613106667995453 (0.2093416005373001) | > loss_0: 2.321789026260376 (2.2416772842407227) | > loss_gen: 2.5244815349578857 (2.7326037883758545) | > loss_kl: 1.8766391277313232 (1.9254033267498016) | > loss_feat: 6.572439670562744 (7.672234296798706) | > loss_mel: 11.808379173278809 (13.429376363754272) | > loss_duration: 1.743083119392395 (1.7797974646091461) | > loss_1: 24.525022506713867 (27.539414882659912) --> EVAL PERFORMANCE | > avg_loader_time: 0.2807871699333191 (+0.004412472248077393) | > avg_loss_disc: 2.2416772842407227 (-0.09102725982666016) | > avg_loss_disc_real_0: 0.14662088826298714 (+0.02475990541279316) | > avg_loss_disc_real_1: 0.17163775861263275 (-0.005062468349933624) | > avg_loss_disc_real_2: 0.19256265833973885 (-0.022266827523708344) | > avg_loss_disc_real_3: 0.225868821144104 (+0.03780842944979668) | > avg_loss_disc_real_4: 0.2605273015797138 (-0.00565527006983757) | > avg_loss_disc_real_5: 0.2093416005373001 (-0.0368613600730896) | > avg_loss_0: 2.2416772842407227 (-0.09102725982666016) | > avg_loss_gen: 2.7326037883758545 (+0.16991078853607178) | > avg_loss_kl: 1.9254033267498016 (-0.07561466097831726) | > avg_loss_feat: 7.672234296798706 (-0.2422887086868286) | > avg_loss_mel: 13.429376363754272 (-0.09998774528503418) | > avg_loss_duration: 1.7797974646091461 (-0.01160210371017456) | > avg_loss_1: 27.539414882659912 (-0.25958251953125)  > EPOCH: 204/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 01:27:25)   --> TIME: 2025-05-10 01:27:59 -- STEP: 37/725 -- GLOBAL_STEP: 193800 | > loss_disc: 2.1478099822998047 (2.2095195087226656) | > loss_disc_real_0: 0.10218986868858337 (0.13966373676383814) | > loss_disc_real_1: 0.19112174212932587 (0.19529922950912165) | > loss_disc_real_2: 0.17510291934013367 (0.1886298809502576) | > loss_disc_real_3: 0.19327454268932343 (0.20401144470717456) | > loss_disc_real_4: 0.1917003095149994 (0.19814463523594109) | > loss_disc_real_5: 0.1928645372390747 (0.20718212345161954) | > loss_0: 2.1478099822998047 (2.2095195087226656) | > grad_norm_0: tensor(31.7063, device='cuda:0') (tensor(29.4716, device='cuda:0')) | > loss_gen: 2.8888299465179443 (2.7618110566525846) | > loss_kl: 1.5070512294769287 (1.6637671831491831) | > loss_feat: 9.676033020019531 (8.27497609885963) | > loss_mel: 14.183279991149902 (13.4012322812467) | > loss_duration: 1.677115559577942 (1.682990270691949) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.932310104370117 (27.784776636072106) | > grad_norm_1: tensor(777.7441, device='cuda:0') (tensor(628.5471, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8473 (0.8480872399098164) | > loader_time: 0.0096 (0.009662183555396827)  --> TIME: 2025-05-10 01:28:43 -- STEP: 87/725 -- GLOBAL_STEP: 193850 | > loss_disc: 2.0241572856903076 (2.2196512112672293) | > loss_disc_real_0: 0.16005179286003113 (0.1439045843207974) | > loss_disc_real_1: 0.17049424350261688 (0.19294613976588196) | > loss_disc_real_2: 0.16301898658275604 (0.1894526419968441) | > loss_disc_real_3: 0.18099290132522583 (0.20483724687291288) | > loss_disc_real_4: 0.168684184551239 (0.19744721671630597) | > loss_disc_real_5: 0.1997714638710022 (0.2048365506290019) | > loss_0: 2.0241572856903076 (2.2196512112672293) | > grad_norm_0: tensor(45.7267, device='cuda:0') (tensor(28.6852, device='cuda:0')) | > loss_gen: 3.137134075164795 (2.754866495899771) | > loss_kl: 1.8694549798965454 (1.6996323514258724) | > loss_feat: 9.809904098510742 (8.179963769583862) | > loss_mel: 15.511634826660156 (13.259737223044212) | > loss_duration: 1.6648046970367432 (1.6865145735357) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.99293327331543 (27.58071412711308) | > grad_norm_1: tensor(858.1272, device='cuda:0') (tensor(598.5099, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8263 (0.8505740878225743) | > loader_time: 0.0091 (0.009964882642373272)  --> TIME: 2025-05-10 01:29:26 -- STEP: 137/725 -- GLOBAL_STEP: 193900 | > loss_disc: 2.298844337463379 (2.2176618375917423) | > loss_disc_real_0: 0.14612625539302826 (0.14500771245382132) | > loss_disc_real_1: 0.20189225673675537 (0.19263022126507584) | > loss_disc_real_2: 0.1757126748561859 (0.1888682245120515) | > loss_disc_real_3: 0.2244826704263687 (0.20426824819432557) | > loss_disc_real_4: 0.20397384464740753 (0.19737447754745066) | > loss_disc_real_5: 0.2056523561477661 (0.20488816913026964) | > loss_0: 2.298844337463379 (2.2176618375917423) | > grad_norm_0: tensor(24.7083, device='cuda:0') (tensor(29.1337, device='cuda:0')) | > loss_gen: 2.566932201385498 (2.7642468640404037) | > loss_kl: 1.6246554851531982 (1.709033644982498) | > loss_feat: 6.94314432144165 (8.22318258772801) | > loss_mel: 10.315608024597168 (13.301448473965166) | > loss_duration: 1.6907726526260376 (1.687350092143038) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.14111328125 (27.68526155235124) | > grad_norm_1: tensor(576.1923, device='cuda:0') (tensor(598.2975, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8255 (0.851963346021889) | > loader_time: 0.0094 (0.01001770827021912)  --> TIME: 2025-05-10 01:30:09 -- STEP: 187/725 -- GLOBAL_STEP: 193950 | > loss_disc: 2.1998162269592285 (2.209016735540992) | > loss_disc_real_0: 0.148138627409935 (0.1428020765437162) | > loss_disc_real_1: 0.21035197377204895 (0.1921867108281284) | > loss_disc_real_2: 0.17781545221805573 (0.18794298753700162) | > loss_disc_real_3: 0.16701240837574005 (0.20326253070550807) | > loss_disc_real_4: 0.1881798654794693 (0.1970645312797578) | > loss_disc_real_5: 0.25082337856292725 (0.20500531202969066) | > loss_0: 2.1998162269592285 (2.209016735540992) | > grad_norm_0: tensor(36.9314, device='cuda:0') (tensor(28.9247, device='cuda:0')) | > loss_gen: 2.8683059215545654 (2.7667814066065834) | > loss_kl: 1.7450361251831055 (1.7030886156673737) | > loss_feat: 8.991090774536133 (8.256426058988518) | > loss_mel: 13.90398120880127 (13.332170772042506) | > loss_duration: 1.704482913017273 (1.6882321783565581) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.2128963470459 (27.74669895070122) | > grad_norm_1: tensor(762.2562, device='cuda:0') (tensor(605.9153, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8444 (0.850938740898581) | > loader_time: 0.0109 (0.010055501193286263)  --> TIME: 2025-05-10 01:30:53 -- STEP: 237/725 -- GLOBAL_STEP: 194000 | > loss_disc: 2.1624014377593994 (2.2128490682392674) | > loss_disc_real_0: 0.12224019318819046 (0.14291319075013018) | > loss_disc_real_1: 0.1948229819536209 (0.19227757609846224) | > loss_disc_real_2: 0.1890718787908554 (0.18841869783300896) | > loss_disc_real_3: 0.17199593782424927 (0.2036219453006857) | > loss_disc_real_4: 0.17479024827480316 (0.19726374720219325) | > loss_disc_real_5: 0.17834265530109406 (0.20553822576496672) | > loss_0: 2.1624014377593994 (2.2128490682392674) | > grad_norm_0: tensor(16.0948, device='cuda:0') (tensor(28.3943, device='cuda:0')) | > loss_gen: 2.7147045135498047 (2.7561682085447683) | > loss_kl: 1.9648699760437012 (1.7061022389287184) | > loss_feat: 7.534991264343262 (8.212440532974043) | > loss_mel: 12.540629386901855 (13.279837877941535) | > loss_duration: 1.6831438541412354 (1.6884231421514906) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.438337326049805 (27.642971940181425) | > grad_norm_1: tensor(518.2487, device='cuda:0') (tensor(597.4025, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8225 (0.8537711232020381) | > loader_time: 0.0091 (0.010005017373129284) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_194000.pth  --> TIME: 2025-05-10 01:31:39 -- STEP: 287/725 -- GLOBAL_STEP: 194050 | > loss_disc: 2.393576145172119 (2.2124658004747446) | > loss_disc_real_0: 0.11800612509250641 (0.1428867666771188) | > loss_disc_real_1: 0.23483146727085114 (0.19230324517974456) | > loss_disc_real_2: 0.22400803864002228 (0.18858043646978595) | > loss_disc_real_3: 0.2195165455341339 (0.20361830449893495) | > loss_disc_real_4: 0.18731310963630676 (0.19713224834058352) | > loss_disc_real_5: 0.18156972527503967 (0.20509155821509475) | > loss_0: 2.393576145172119 (2.2124658004747446) | > grad_norm_0: tensor(11.3793, device='cuda:0') (tensor(28.7936, device='cuda:0')) | > loss_gen: 2.5773630142211914 (2.761417092346564) | > loss_kl: 1.588071346282959 (1.7128274955815965) | > loss_feat: 6.807027816772461 (8.23474136379122) | > loss_mel: 11.414867401123047 (13.288678744113405) | > loss_duration: 1.7124531269073486 (1.6886861631679202) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.099782943725586 (27.68635082577163) | > grad_norm_1: tensor(612.1995, device='cuda:0') (tensor(597.8447, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8004 (0.8526542037206244) | > loader_time: 0.0097 (0.010010508294720267)  --> TIME: 2025-05-10 01:32:22 -- STEP: 337/725 -- GLOBAL_STEP: 194100 | > loss_disc: 2.1369857788085938 (2.20944234030183) | > loss_disc_real_0: 0.15771201252937317 (0.1429962625931562) | > loss_disc_real_1: 0.20296432077884674 (0.19188161667447415) | > loss_disc_real_2: 0.18317878246307373 (0.18813688451706126) | > loss_disc_real_3: 0.2450346201658249 (0.2038180732585556) | > loss_disc_real_4: 0.18470454216003418 (0.19681414709777445) | > loss_disc_real_5: 0.22867275774478912 (0.20446060429871613) | > loss_0: 2.1369857788085938 (2.20944234030183) | > grad_norm_0: tensor(31.1069, device='cuda:0') (tensor(29.1125, device='cuda:0')) | > loss_gen: 3.0999667644500732 (2.7694307243788643) | > loss_kl: 1.6685317754745483 (1.7140353419306718) | > loss_feat: 9.907889366149902 (8.27061388542107) | > loss_mel: 14.50271987915039 (13.317906266503943) | > loss_duration: 1.6695258617401123 (1.6876541337202848) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.848630905151367 (27.75964031728862) | > grad_norm_1: tensor(746.8605, device='cuda:0') (tensor(596.4881, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.871 (0.852568240123262) | > loader_time: 0.0099 (0.010017366013116584)  --> TIME: 2025-05-10 01:33:05 -- STEP: 387/725 -- GLOBAL_STEP: 194150 | > loss_disc: 2.1238884925842285 (2.2113363071313503) | > loss_disc_real_0: 0.10746234655380249 (0.1433153880967035) | > loss_disc_real_1: 0.17232756316661835 (0.19211958964819748) | > loss_disc_real_2: 0.19019804894924164 (0.18830213355001554) | > loss_disc_real_3: 0.19383367896080017 (0.2035741531494668) | > loss_disc_real_4: 0.24390161037445068 (0.19705082949741873) | > loss_disc_real_5: 0.1825132817029953 (0.20484771354253903) | > loss_0: 2.1238884925842285 (2.2113363071313503) | > grad_norm_0: tensor(35.3709, device='cuda:0') (tensor(28.0162, device='cuda:0')) | > loss_gen: 2.8557729721069336 (2.760173816089482) | > loss_kl: 1.5699260234832764 (1.714974750228014) | > loss_feat: 8.555389404296875 (8.23126510871473) | > loss_mel: 13.943634986877441 (13.283400360619991) | > loss_duration: 1.7649322748184204 (1.6877482137630768) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.68965721130371 (27.677562235553744) | > grad_norm_1: tensor(892.8616, device='cuda:0') (tensor(583.0333, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8605 (0.8521132426052439) | > loader_time: 0.0098 (0.010041332984155467)  --> TIME: 2025-05-10 01:33:48 -- STEP: 437/725 -- GLOBAL_STEP: 194200 | > loss_disc: 2.0012054443359375 (2.2125507612250215) | > loss_disc_real_0: 0.08783581852912903 (0.1434011114271065) | > loss_disc_real_1: 0.18390068411827087 (0.1920557446624376) | > loss_disc_real_2: 0.20004211366176605 (0.18841087102071644) | > loss_disc_real_3: 0.17394545674324036 (0.2038878215395886) | > loss_disc_real_4: 0.19620288908481598 (0.19710152192164893) | > loss_disc_real_5: 0.2240891456604004 (0.2047799332259176) | > loss_0: 2.0012054443359375 (2.2125507612250215) | > grad_norm_0: tensor(14.9050, device='cuda:0') (tensor(28.2083, device='cuda:0')) | > loss_gen: 3.1132636070251465 (2.7600676882457953) | > loss_kl: 1.689994215965271 (1.7153919075937505) | > loss_feat: 10.099507331848145 (8.234708958414101) | > loss_mel: 16.393184661865234 (13.272779990661062) | > loss_duration: 1.6531293392181396 (1.6878436102747099) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.94907760620117 (27.670792132275047) | > grad_norm_1: tensor(695.7349, device='cuda:0') (tensor(579.1818, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8807 (0.8514379691204709) | > loader_time: 0.0099 (0.009984322488989932)  --> TIME: 2025-05-10 01:34:31 -- STEP: 487/725 -- GLOBAL_STEP: 194250 | > loss_disc: 2.1803767681121826 (2.2122311719389183) | > loss_disc_real_0: 0.13508610427379608 (0.14356564101619654) | > loss_disc_real_1: 0.18369190394878387 (0.1919276650681388) | > loss_disc_real_2: 0.18637730181217194 (0.1883515376880673) | > loss_disc_real_3: 0.2227264940738678 (0.2038956886077074) | > loss_disc_real_4: 0.18396291136741638 (0.19706663559716836) | > loss_disc_real_5: 0.18689486384391785 (0.20448530215991842) | > loss_0: 2.1803767681121826 (2.2122311719389183) | > grad_norm_0: tensor(30.2858, device='cuda:0') (tensor(28.1484, device='cuda:0')) | > loss_gen: 2.746267795562744 (2.759774620283311) | > loss_kl: 1.7867631912231445 (1.715126920040138) | > loss_feat: 8.060900688171387 (8.239637920254307) | > loss_mel: 12.995567321777344 (13.282696998094876) | > loss_duration: 1.6786577701568604 (1.688324808584836) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.268156051635742 (27.68556122123827) | > grad_norm_1: tensor(756.0164, device='cuda:0') (tensor(576.6523, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8247 (0.8511281840855092) | > loader_time: 0.0094 (0.009969321609277748)  --> TIME: 2025-05-10 01:35:15 -- STEP: 537/725 -- GLOBAL_STEP: 194300 | > loss_disc: 2.2075207233428955 (2.2130005768113516) | > loss_disc_real_0: 0.14238283038139343 (0.14346992779432957) | > loss_disc_real_1: 0.21005982160568237 (0.1920155605068864) | > loss_disc_real_2: 0.216966450214386 (0.188809059102442) | > loss_disc_real_3: 0.21090859174728394 (0.20387541370906864) | > loss_disc_real_4: 0.20612353086471558 (0.1973548533474711) | > loss_disc_real_5: 0.20917896926403046 (0.2045181370591762) | > loss_0: 2.2075207233428955 (2.2130005768113516) | > grad_norm_0: tensor(27.8339, device='cuda:0') (tensor(28.0760, device='cuda:0')) | > loss_gen: 2.811072826385498 (2.7603625132384915) | > loss_kl: 1.7579078674316406 (1.7189723475241345) | > loss_feat: 8.367746353149414 (8.240026100165789) | > loss_mel: 13.56102466583252 (13.288360863868528) | > loss_duration: 1.7223665714263916 (1.6887464006075867) | > amp_scaler: 256.0 (256.4767225325885) | > loss_1: 28.22011947631836 (27.696468186334073) | > grad_norm_1: tensor(257.7207, device='cuda:0') (tensor(573.9622, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8453 (0.8516383162201894) | > loader_time: 0.009 (0.009961849262372525)  --> TIME: 2025-05-10 01:35:58 -- STEP: 587/725 -- GLOBAL_STEP: 194350 | > loss_disc: 2.3109779357910156 (2.2123219950641837) | > loss_disc_real_0: 0.17976732552051544 (0.14320372981757087) | > loss_disc_real_1: 0.22473327815532684 (0.19200122874274553) | > loss_disc_real_2: 0.2151607722043991 (0.18881870321358288) | > loss_disc_real_3: 0.21128149330615997 (0.20394769331259455) | > loss_disc_real_4: 0.23117032647132874 (0.19729747614320342) | > loss_disc_real_5: 0.21135014295578003 (0.20450252543316177) | > loss_0: 2.3109779357910156 (2.2123219950641837) | > grad_norm_0: tensor(9.2697, device='cuda:0') (tensor(28.0808, device='cuda:0')) | > loss_gen: 2.635796308517456 (2.7619888632220357) | > loss_kl: 1.6942574977874756 (1.7236802586095692) | > loss_feat: 7.809877395629883 (8.258784767716248) | > loss_mel: 12.509119033813477 (13.303743027747181) | > loss_duration: 1.6706666946411133 (1.688195334382521) | > amp_scaler: 256.0 (256.43611584327084) | > loss_1: 26.319717407226562 (27.736392191768307) | > grad_norm_1: tensor(400.7184, device='cuda:0') (tensor(575.4368, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8592 (0.8511243686968464) | > loader_time: 0.0097 (0.009932308830638155)  --> TIME: 2025-05-10 01:36:41 -- STEP: 637/725 -- GLOBAL_STEP: 194400 | > loss_disc: 2.341268539428711 (2.2135744019991916) | > loss_disc_real_0: 0.18285484611988068 (0.14357914748708359) | > loss_disc_real_1: 0.21589694917201996 (0.19213995344504065) | > loss_disc_real_2: 0.2230503410100937 (0.18890330951011713) | > loss_disc_real_3: 0.21504084765911102 (0.20381164950796718) | > loss_disc_real_4: 0.17795506119728088 (0.1973240958699252) | > loss_disc_real_5: 0.2399354726076126 (0.20478524651314065) | > loss_0: 2.341268539428711 (2.2135744019991916) | > grad_norm_0: tensor(49.5261, device='cuda:0') (tensor(28.4658, device='cuda:0')) | > loss_gen: 2.596634864807129 (2.762549046257415) | > loss_kl: 1.9401253461837769 (1.725253455680056) | > loss_feat: 6.706603050231934 (8.256733228123533) | > loss_mel: 12.006125450134277 (13.311462198733535) | > loss_duration: 1.6675323247909546 (1.6880478733562787) | > amp_scaler: 256.0 (256.4018838304553) | > loss_1: 24.917020797729492 (27.744045751622565) | > grad_norm_1: tensor(528.4355, device='cuda:0') (tensor(573.1539, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8381 (0.8507027476324204) | > loader_time: 0.0106 (0.009948709883158402)  --> TIME: 2025-05-10 01:37:23 -- STEP: 687/725 -- GLOBAL_STEP: 194450 | > loss_disc: 2.2019693851470947 (2.2135547016038273) | > loss_disc_real_0: 0.12827593088150024 (0.14335690894241432) | > loss_disc_real_1: 0.1774572879076004 (0.19198897654486163) | > loss_disc_real_2: 0.19072091579437256 (0.18867841330417884) | > loss_disc_real_3: 0.2035747915506363 (0.20385129738929833) | > loss_disc_real_4: 0.2251729965209961 (0.19745325200595884) | > loss_disc_real_5: 0.2040957808494568 (0.20490651977895127) | > loss_0: 2.2019693851470947 (2.2135547016038273) | > grad_norm_0: tensor(16.0812, device='cuda:0') (tensor(28.2369, device='cuda:0')) | > loss_gen: 2.802258253097534 (2.7608234601249895) | > loss_kl: 1.7976303100585938 (1.7271694517552065) | > loss_feat: 8.23306941986084 (8.252727500909971) | > loss_mel: 13.233551025390625 (13.30925660223593) | > loss_duration: 1.682865858078003 (1.687855544742712) | > amp_scaler: 256.0 (256.37263464337707) | > loss_1: 27.749374389648438 (27.737832517776607) | > grad_norm_1: tensor(511.8364, device='cuda:0') (tensor(571.8994, device='cuda:0')) | > current_lr_0: 0.00019496416504286482 | > current_lr_1: 0.00019496416504286482 | > step_time: 0.8488 (0.8498827623314559) | > loader_time: 0.01 (0.009918057068293101)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2329611778259277 (2.2329611778259277) | > loss_disc_real_0: 0.18579772114753723 (0.18579772114753723) | > loss_disc_real_1: 0.19592706859111786 (0.19592706859111786) | > loss_disc_real_2: 0.16139350831508636 (0.16139350831508636) | > loss_disc_real_3: 0.18436172604560852 (0.18436172604560852) | > loss_disc_real_4: 0.2150784432888031 (0.2150784432888031) | > loss_disc_real_5: 0.22979268431663513 (0.22979268431663513) | > loss_0: 2.2329611778259277 (2.2329611778259277) | > loss_gen: 2.6922662258148193 (2.6922662258148193) | > loss_kl: 2.2245192527770996 (2.2245192527770996) | > loss_feat: 7.927891731262207 (7.927891731262207) | > loss_mel: 13.761822700500488 (13.761822700500488) | > loss_duration: 1.6945972442626953 (1.6945972442626953) | > loss_1: 28.301097869873047 (28.301097869873047)  --> STEP: 1 | > loss_disc: 2.259671688079834 (2.259671688079834) | > loss_disc_real_0: 0.18819266557693481 (0.18819266557693481) | > loss_disc_real_1: 0.20127932727336884 (0.20127932727336884) | > loss_disc_real_2: 0.1795458197593689 (0.1795458197593689) | > loss_disc_real_3: 0.18458086252212524 (0.18458086252212524) | > loss_disc_real_4: 0.2058991640806198 (0.2058991640806198) | > loss_disc_real_5: 0.2032940834760666 (0.2032940834760666) | > loss_0: 2.259671688079834 (2.259671688079834) | > loss_gen: 2.656392812728882 (2.656392812728882) | > loss_kl: 1.953898549079895 (1.953898549079895) | > loss_feat: 8.556513786315918 (8.556513786315918) | > loss_mel: 14.557249069213867 (14.557249069213867) | > loss_duration: 1.7827684879302979 (1.7827684879302979) | > loss_1: 29.50682258605957 (29.50682258605957)  --> STEP: 2 | > loss_disc: 2.2387044429779053 (2.2491880655288696) | > loss_disc_real_0: 0.18323765695095062 (0.18571516126394272) | > loss_disc_real_1: 0.1947714239358902 (0.19802537560462952) | > loss_disc_real_2: 0.17709232866764069 (0.1783190742135048) | > loss_disc_real_3: 0.19081735610961914 (0.1876991093158722) | > loss_disc_real_4: 0.22951625287532806 (0.21770770847797394) | > loss_disc_real_5: 0.21039967238903046 (0.20684687793254852) | > loss_0: 2.2387044429779053 (2.2491880655288696) | > loss_gen: 2.7183351516723633 (2.6873639822006226) | > loss_kl: 1.85446035861969 (1.9041794538497925) | > loss_feat: 8.115489959716797 (8.336001873016357) | > loss_mel: 14.979211807250977 (14.768230438232422) | > loss_duration: 1.839592456817627 (1.8111804723739624) | > loss_1: 29.50708770751953 (29.50695514678955)  --> STEP: 3 | > loss_disc: 2.329953193664551 (2.27610977490743) | > loss_disc_real_0: 0.18942545354366302 (0.18695192535718283) | > loss_disc_real_1: 0.20714661478996277 (0.20106578866640726) | > loss_disc_real_2: 0.1748369187116623 (0.17715835571289062) | > loss_disc_real_3: 0.19109246134757996 (0.18883022665977478) | > loss_disc_real_4: 0.25060248374938965 (0.22867263356844583) | > loss_disc_real_5: 0.21011757850646973 (0.20793711145718893) | > loss_0: 2.329953193664551 (2.27610977490743) | > loss_gen: 2.6033644676208496 (2.6593641440073648) | > loss_kl: 1.8626916408538818 (1.8903501828511555) | > loss_feat: 7.518577575683594 (8.06352710723877) | > loss_mel: 13.466413497924805 (14.334291458129883) | > loss_duration: 1.8005285263061523 (1.8076298236846924) | > loss_1: 27.251575469970703 (28.75516192118327)  --> STEP: 4 | > loss_disc: 2.224104642868042 (2.263108491897583) | > loss_disc_real_0: 0.18738748133182526 (0.18706081435084343) | > loss_disc_real_1: 0.21258725225925446 (0.20394615456461906) | > loss_disc_real_2: 0.14349859952926636 (0.16874341666698456) | > loss_disc_real_3: 0.20167377591133118 (0.19204111397266388) | > loss_disc_real_4: 0.23056086897850037 (0.22914469242095947) | > loss_disc_real_5: 0.2342192381620407 (0.21450764313340187) | > loss_0: 2.224104642868042 (2.263108491897583) | > loss_gen: 2.8042681217193604 (2.6955901384353638) | > loss_kl: 1.8196550607681274 (1.8726764023303986) | > loss_feat: 8.494348526000977 (8.171232461929321) | > loss_mel: 14.99058723449707 (14.49836540222168) | > loss_duration: 1.7502093315124512 (1.793274700641632) | > loss_1: 29.85906982421875 (29.03113889694214) --> EVAL PERFORMANCE | > avg_loader_time: 0.2784056067466736 (-0.002381563186645508) | > avg_loss_disc: 2.263108491897583 (+0.02143120765686035) | > avg_loss_disc_real_0: 0.18706081435084343 (+0.04043992608785629) | > avg_loss_disc_real_1: 0.20394615456461906 (+0.03230839595198631) | > avg_loss_disc_real_2: 0.16874341666698456 (-0.023819241672754288) | > avg_loss_disc_real_3: 0.19204111397266388 (-0.033827707171440125) | > avg_loss_disc_real_4: 0.22914469242095947 (-0.03138260915875435) | > avg_loss_disc_real_5: 0.21450764313340187 (+0.005166042596101761) | > avg_loss_0: 2.263108491897583 (+0.02143120765686035) | > avg_loss_gen: 2.6955901384353638 (-0.03701364994049072) | > avg_loss_kl: 1.8726764023303986 (-0.052726924419403076) | > avg_loss_feat: 8.171232461929321 (+0.49899816513061523) | > avg_loss_mel: 14.49836540222168 (+1.0689890384674072) | > avg_loss_duration: 1.793274700641632 (+0.013477236032485962) | > avg_loss_1: 29.03113889694214 (+1.4917240142822266)  > EPOCH: 205/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 01:38:02)   --> TIME: 2025-05-10 01:38:15 -- STEP: 12/725 -- GLOBAL_STEP: 194500 | > loss_disc: 2.2907583713531494 (2.221828798453013) | > loss_disc_real_0: 0.1470724642276764 (0.14112677549322447) | > loss_disc_real_1: 0.18148177862167358 (0.19549757366379103) | > loss_disc_real_2: 0.21620705723762512 (0.1959535280863444) | > loss_disc_real_3: 0.210651695728302 (0.20442727953195572) | > loss_disc_real_4: 0.20319682359695435 (0.1994233876466751) | > loss_disc_real_5: 0.19139593839645386 (0.2063364622493585) | > loss_0: 2.2907583713531494 (2.221828798453013) | > grad_norm_0: tensor(15.5532, device='cuda:0') (tensor(27.7426, device='cuda:0')) | > loss_gen: 2.525517225265503 (2.7526508371035256) | > loss_kl: 1.8788403272628784 (1.7468852798144023) | > loss_feat: 6.910625457763672 (8.279938777287802) | > loss_mel: 12.19050407409668 (13.569798787434896) | > loss_duration: 1.7090752124786377 (1.6843329469362895) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.214561462402344 (28.033606211344402) | > grad_norm_1: tensor(176.3533, device='cuda:0') (tensor(589.8512, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8546 (0.8358733256657919) | > loader_time: 0.0166 (0.012374937534332275)  --> TIME: 2025-05-10 01:38:58 -- STEP: 62/725 -- GLOBAL_STEP: 194550 | > loss_disc: 2.186687469482422 (2.207575467325025) | > loss_disc_real_0: 0.0985967218875885 (0.1389141910739484) | > loss_disc_real_1: 0.21156184375286102 (0.19506515129919974) | > loss_disc_real_2: 0.19672006368637085 (0.1907277210585533) | > loss_disc_real_3: 0.20169512927532196 (0.20387866828710802) | > loss_disc_real_4: 0.19563575088977814 (0.19803484817666392) | > loss_disc_real_5: 0.15937335789203644 (0.20384402404869756) | > loss_0: 2.186687469482422 (2.207575467325025) | > grad_norm_0: tensor(59.5166, device='cuda:0') (tensor(28.4743, device='cuda:0')) | > loss_gen: 2.6543197631835938 (2.789673101517462) | > loss_kl: 1.5560157299041748 (1.7207100737479426) | > loss_feat: 8.02873706817627 (8.32088484302644) | > loss_mel: 12.534242630004883 (13.466058915661227) | > loss_duration: 1.7293123006820679 (1.6810438940601964) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.502628326416016 (27.978370666503906) | > grad_norm_1: tensor(542.8241, device='cuda:0') (tensor(595.3291, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8346 (0.8526132106781006) | > loader_time: 0.0097 (0.011211372190906156)  --> TIME: 2025-05-10 01:39:42 -- STEP: 112/725 -- GLOBAL_STEP: 194600 | > loss_disc: 2.1402454376220703 (2.2186950317450926) | > loss_disc_real_0: 0.14303508400917053 (0.1436966354958713) | > loss_disc_real_1: 0.16750720143318176 (0.1941220047218459) | > loss_disc_real_2: 0.20211414992809296 (0.19049066078982183) | > loss_disc_real_3: 0.19579213857650757 (0.20435147120484287) | > loss_disc_real_4: 0.18146216869354248 (0.1972933410267745) | > loss_disc_real_5: 0.21359969675540924 (0.2041235932015947) | > loss_0: 2.1402454376220703 (2.2186950317450926) | > grad_norm_0: tensor(28.1540, device='cuda:0') (tensor(28.6664, device='cuda:0')) | > loss_gen: 2.818814516067505 (2.7610340969903118) | > loss_kl: 1.3752667903900146 (1.7300570106932096) | > loss_feat: 8.15005874633789 (8.210709077971329) | > loss_mel: 13.366549491882324 (13.269021902765546) | > loss_duration: 1.6984028816223145 (1.6858242856604713) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.409093856811523 (27.656646251678467) | > grad_norm_1: tensor(928.2142, device='cuda:0') (tensor(584.5823, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8407 (0.8543704875877925) | > loader_time: 0.0107 (0.010853399123464311)  --> TIME: 2025-05-10 01:40:25 -- STEP: 162/725 -- GLOBAL_STEP: 194650 | > loss_disc: 2.3630530834198 (2.214927889682627) | > loss_disc_real_0: 0.1555013507604599 (0.14172278537794392) | > loss_disc_real_1: 0.18608030676841736 (0.1929445022050245) | > loss_disc_real_2: 0.19781659543514252 (0.1900367454430203) | > loss_disc_real_3: 0.23566047847270966 (0.2048835716681716) | > loss_disc_real_4: 0.19707275927066803 (0.19733562789581444) | > loss_disc_real_5: 0.23391425609588623 (0.20365649903262104) | > loss_0: 2.3630530834198 (2.214927889682627) | > grad_norm_0: tensor(26.6544, device='cuda:0') (tensor(28.5942, device='cuda:0')) | > loss_gen: 2.5933268070220947 (2.7719962994257594) | > loss_kl: 1.8850404024124146 (1.728797604272395) | > loss_feat: 7.200290203094482 (8.264646639058626) | > loss_mel: 12.012003898620605 (13.307611330055897) | > loss_duration: 1.6359943151474 (1.6866370689721755) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.326656341552734 (27.75968889542568) | > grad_norm_1: tensor(539.8835, device='cuda:0') (tensor(596.0199, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8342 (0.8516711629467246) | > loader_time: 0.0101 (0.01072959988205521)  --> TIME: 2025-05-10 01:41:08 -- STEP: 212/725 -- GLOBAL_STEP: 194700 | > loss_disc: 2.270688772201538 (2.2132197573499837) | > loss_disc_real_0: 0.11532673239707947 (0.14085443925885657) | > loss_disc_real_1: 0.19679376482963562 (0.19260518119301434) | > loss_disc_real_2: 0.20960848033428192 (0.18950945673123842) | > loss_disc_real_3: 0.2466406226158142 (0.20493975021647956) | > loss_disc_real_4: 0.21196623146533966 (0.19738884818441466) | > loss_disc_real_5: 0.203794926404953 (0.20348210049406537) | > loss_0: 2.270688772201538 (2.2132197573499837) | > grad_norm_0: tensor(13.3503, device='cuda:0') (tensor(29.3018, device='cuda:0')) | > loss_gen: 2.7892165184020996 (2.769921067750677) | > loss_kl: 1.496193289756775 (1.7290357120756834) | > loss_feat: 8.233138084411621 (8.263707759245388) | > loss_mel: 12.897725105285645 (13.272454896063175) | > loss_duration: 1.7013523578643799 (1.6864559149967049) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.117626190185547 (27.721575260162354) | > grad_norm_1: tensor(637.0078, device='cuda:0') (tensor(610.1048, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8232 (0.8516415492543634) | > loader_time: 0.0098 (0.010663561101229683)  --> TIME: 2025-05-10 01:41:51 -- STEP: 262/725 -- GLOBAL_STEP: 194750 | > loss_disc: 2.1937172412872314 (2.211864669814362) | > loss_disc_real_0: 0.12635046243667603 (0.14075385838860768) | > loss_disc_real_1: 0.19730724394321442 (0.19185268133878705) | > loss_disc_real_2: 0.22424674034118652 (0.1893940040173421) | > loss_disc_real_3: 0.22360002994537354 (0.20467738659327267) | > loss_disc_real_4: 0.21915319561958313 (0.1977018075817414) | > loss_disc_real_5: 0.23981451988220215 (0.20398358380749027) | > loss_0: 2.1937172412872314 (2.211864669814362) | > grad_norm_0: tensor(24.9874, device='cuda:0') (tensor(29.3927, device='cuda:0')) | > loss_gen: 2.971229076385498 (2.7708656915271543) | > loss_kl: 1.8143572807312012 (1.731769148175043) | > loss_feat: 8.739694595336914 (8.268585778374712) | > loss_mel: 14.276658058166504 (13.272284609670857) | > loss_duration: 1.6666913032531738 (1.6872213432807048) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.468631744384766 (27.730726504143867) | > grad_norm_1: tensor(510.9922, device='cuda:0') (tensor(615.9173, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8959 (0.850162492453597) | > loader_time: 0.01 (0.01053338833437621)  --> TIME: 2025-05-10 01:42:35 -- STEP: 312/725 -- GLOBAL_STEP: 194800 | > loss_disc: 2.1764073371887207 (2.2158265350720794) | > loss_disc_real_0: 0.11565005034208298 (0.14059814440611837) | > loss_disc_real_1: 0.16632382571697235 (0.1923561566151106) | > loss_disc_real_2: 0.17553673684597015 (0.1899224603787446) | > loss_disc_real_3: 0.20387044548988342 (0.20474245055363718) | > loss_disc_real_4: 0.1572088748216629 (0.197985408302301) | > loss_disc_real_5: 0.20824307203292847 (0.20446973126859241) | > loss_0: 2.1764073371887207 (2.2158265350720794) | > grad_norm_0: tensor(22.3873, device='cuda:0') (tensor(29.3697, device='cuda:0')) | > loss_gen: 2.8335306644439697 (2.764381413276377) | > loss_kl: 1.6694995164871216 (1.728323691930526) | > loss_feat: 8.526505470275879 (8.223893397893669) | > loss_mel: 13.225991249084473 (13.235081201944595) | > loss_duration: 1.6700716018676758 (1.6856957922379172) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.92559814453125 (27.63737547091948) | > grad_norm_1: tensor(927.1532, device='cuda:0') (tensor(617.1128, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8408 (0.8514748956912603) | > loader_time: 0.0096 (0.01048792784030621)  --> TIME: 2025-05-10 01:43:18 -- STEP: 362/725 -- GLOBAL_STEP: 194850 | > loss_disc: 2.075326919555664 (2.2167831139011254) | > loss_disc_real_0: 0.10691307485103607 (0.14080043620743787) | > loss_disc_real_1: 0.21923388540744781 (0.19266766589649478) | > loss_disc_real_2: 0.17171712219715118 (0.1900971703931112) | > loss_disc_real_3: 0.19290563464164734 (0.2046863300447964) | > loss_disc_real_4: 0.16702057421207428 (0.19796917772754122) | > loss_disc_real_5: 0.21211040019989014 (0.20438399330522478) | > loss_0: 2.075326919555664 (2.2167831139011254) | > grad_norm_0: tensor(44.9216, device='cuda:0') (tensor(29.1862, device='cuda:0')) | > loss_gen: 3.0326733589172363 (2.7630308550365714) | > loss_kl: 1.7630091905593872 (1.7287709084004983) | > loss_feat: 9.760213851928711 (8.22953762007024) | > loss_mel: 15.239889144897461 (13.237221457022988) | > loss_duration: 1.6328809261322021 (1.6845391135848027) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.428665161132812 (27.643099958725394) | > grad_norm_1: tensor(779.5342, device='cuda:0') (tensor(622.5098, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8475 (0.8519334213509744) | > loader_time: 0.0104 (0.01042439595111826)  --> TIME: 2025-05-10 01:44:01 -- STEP: 412/725 -- GLOBAL_STEP: 194900 | > loss_disc: 2.310671806335449 (2.214703170419896) | > loss_disc_real_0: 0.2179918736219406 (0.14119119792091595) | > loss_disc_real_1: 0.19810211658477783 (0.1923792637088924) | > loss_disc_real_2: 0.20780883729457855 (0.18970777843039002) | > loss_disc_real_3: 0.235234797000885 (0.2045315967384472) | > loss_disc_real_4: 0.21694748103618622 (0.1979454602431325) | > loss_disc_real_5: 0.17625679075717926 (0.20420952144901733) | > loss_0: 2.310671806335449 (2.214703170419896) | > grad_norm_0: tensor(55.1131, device='cuda:0') (tensor(29.6046, device='cuda:0')) | > loss_gen: 2.7186036109924316 (2.766993683518715) | > loss_kl: 1.6397861242294312 (1.7277484455154934) | > loss_feat: 7.946465969085693 (8.242755808876565) | > loss_mel: 13.22384262084961 (13.261312658346972) | > loss_duration: 1.6977791786193848 (1.684764914720961) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.226476669311523 (27.683575523709784) | > grad_norm_1: tensor(572.6529, device='cuda:0') (tensor(625.2867, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8685 (0.8515533984286113) | > loader_time: 0.0124 (0.01036314188855366)  --> TIME: 2025-05-10 01:44:44 -- STEP: 462/725 -- GLOBAL_STEP: 194950 | > loss_disc: 2.087261438369751 (2.2137138281033653) | > loss_disc_real_0: 0.10819342732429504 (0.14053419192051456) | > loss_disc_real_1: 0.17817282676696777 (0.19220357981724143) | > loss_disc_real_2: 0.20796191692352295 (0.18957727615322376) | > loss_disc_real_3: 0.2153121381998062 (0.20460174490750088) | > loss_disc_real_4: 0.17922596633434296 (0.19775237697801548) | > loss_disc_real_5: 0.20082859694957733 (0.2047279440995419) | > loss_0: 2.087261438369751 (2.2137138281033653) | > grad_norm_0: tensor(30.9055, device='cuda:0') (tensor(29.2580, device='cuda:0')) | > loss_gen: 3.071539878845215 (2.7685140453891837) | > loss_kl: 1.7226014137268066 (1.7267162761130888) | > loss_feat: 9.586912155151367 (8.255892362429472) | > loss_mel: 14.967377662658691 (13.29335236446166) | > loss_duration: 1.7067723274230957 (1.6846938435133398) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.05520248413086 (27.729168891906735) | > grad_norm_1: tensor(820.5484, device='cuda:0') (tensor(623.9401, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.7996 (0.8509101852194055) | > loader_time: 0.0095 (0.010340278282826085)  --> TIME: 2025-05-10 01:45:28 -- STEP: 512/725 -- GLOBAL_STEP: 195000 | > loss_disc: 2.0612633228302 (2.214794552419333) | > loss_disc_real_0: 0.14647547900676727 (0.14106127794366313) | > loss_disc_real_1: 0.21113261580467224 (0.19199947619927119) | > loss_disc_real_2: 0.16039931774139404 (0.18972060160012907) | > loss_disc_real_3: 0.18917518854141235 (0.20464410120621318) | > loss_disc_real_4: 0.1710244119167328 (0.1978511307388544) | > loss_disc_real_5: 0.17057587206363678 (0.20456785094575028) | > loss_0: 2.0612633228302 (2.214794552419333) | > grad_norm_0: tensor(36.3809, device='cuda:0') (tensor(29.1234, device='cuda:0')) | > loss_gen: 3.058995008468628 (2.7681642952375114) | > loss_kl: 1.8697559833526611 (1.7266017266083507) | > loss_feat: 9.639656066894531 (8.257619935087856) | > loss_mel: 14.340716361999512 (13.315121483057737) | > loss_duration: 1.655598759651184 (1.6852193372324107) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.564722061157227 (27.75272678956389) | > grad_norm_1: tensor(699.6135, device='cuda:0') (tensor(619.9656, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8455 (0.8507877131924033) | > loader_time: 0.0127 (0.010302988812327388) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_195000.pth  --> TIME: 2025-05-10 01:46:13 -- STEP: 562/725 -- GLOBAL_STEP: 195050 | > loss_disc: 2.125112533569336 (2.2142884287969893) | > loss_disc_real_0: 0.13827870786190033 (0.14117278068515318) | > loss_disc_real_1: 0.15579892694950104 (0.19221656599821152) | > loss_disc_real_2: 0.17241640388965607 (0.18974170163008652) | > loss_disc_real_3: 0.20290333032608032 (0.20442649321730022) | > loss_disc_real_4: 0.1799997240304947 (0.1978848126329137) | > loss_disc_real_5: 0.19513826072216034 (0.20407714209522645) | > loss_0: 2.125112533569336 (2.2142884287969893) | > grad_norm_0: tensor(28.1701, device='cuda:0') (tensor(29.3226, device='cuda:0')) | > loss_gen: 2.9750583171844482 (2.7726294502244735) | > loss_kl: 1.8785855770111084 (1.7304727710863026) | > loss_feat: 9.290059089660645 (8.273548933959088) | > loss_mel: 14.452657699584961 (13.319272433311493) | > loss_duration: 1.6388483047485352 (1.68505574163593) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.235210418701172 (27.780979332974788) | > grad_norm_1: tensor(632.9721, device='cuda:0') (tensor(622.5768, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8858 (0.8505831401119028) | > loader_time: 0.0093 (0.010257771855147283)  --> TIME: 2025-05-10 01:46:56 -- STEP: 612/725 -- GLOBAL_STEP: 195100 | > loss_disc: 2.1790060997009277 (2.2148717137333596) | > loss_disc_real_0: 0.10438992828130722 (0.14084994305972173) | > loss_disc_real_1: 0.20199084281921387 (0.19248927450355363) | > loss_disc_real_2: 0.19140766561031342 (0.18977174396608368) | > loss_disc_real_3: 0.18998976051807404 (0.2045146798337596) | > loss_disc_real_4: 0.2330746352672577 (0.198207633922887) | > loss_disc_real_5: 0.16662326455116272 (0.20412686289428117) | > loss_0: 2.1790060997009277 (2.2148717137333596) | > grad_norm_0: tensor(25.2214, device='cuda:0') (tensor(28.8747, device='cuda:0')) | > loss_gen: 2.764397144317627 (2.7711106199844218) | > loss_kl: 1.7845892906188965 (1.7296595178008856) | > loss_feat: 8.027856826782227 (8.258099390790353) | > loss_mel: 12.758207321166992 (13.303801703297236) | > loss_duration: 1.6129589080810547 (1.684643244042116) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.948009490966797 (27.747314487407404) | > grad_norm_1: tensor(657.9316, device='cuda:0') (tensor(619.6044, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8057 (0.850507378578186) | > loader_time: 0.0088 (0.010208174294116445)  --> TIME: 2025-05-10 01:47:39 -- STEP: 662/725 -- GLOBAL_STEP: 195150 | > loss_disc: 2.2147319316864014 (2.2142285013126806) | > loss_disc_real_0: 0.11154483258724213 (0.140718938833457) | > loss_disc_real_1: 0.17288252711296082 (0.19239906887903682) | > loss_disc_real_2: 0.21499580144882202 (0.18984454969264927) | > loss_disc_real_3: 0.1885538101196289 (0.20450358216586062) | > loss_disc_real_4: 0.15465699136257172 (0.1982035281254806) | > loss_disc_real_5: 0.19795385003089905 (0.20393873046622185) | > loss_0: 2.2147319316864014 (2.2142285013126806) | > grad_norm_0: tensor(20.2037, device='cuda:0') (tensor(28.9583, device='cuda:0')) | > loss_gen: 2.638312578201294 (2.7722133383650065) | > loss_kl: 1.7154958248138428 (1.7292390719641368) | > loss_feat: 8.07437515258789 (8.255161780965288) | > loss_mel: 13.425018310546875 (13.298070069166108) | > loss_duration: 1.6927067041397095 (1.684888497940363) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.545909881591797 (27.739572761282094) | > grad_norm_1: tensor(368.0298, device='cuda:0') (tensor(617.2132, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8744 (0.8498300540843399) | > loader_time: 0.0102 (0.010172449930196796)  --> TIME: 2025-05-10 01:48:22 -- STEP: 712/725 -- GLOBAL_STEP: 195200 | > loss_disc: 2.091045379638672 (2.2151064810793044) | > loss_disc_real_0: 0.0862717404961586 (0.14078368645245082) | > loss_disc_real_1: 0.17878250777721405 (0.19246991487282725) | > loss_disc_real_2: 0.19918318092823029 (0.19001331435662952) | > loss_disc_real_3: 0.16329322755336761 (0.20462992808289734) | > loss_disc_real_4: 0.18276716768741608 (0.19817772024216945) | > loss_disc_real_5: 0.18562328815460205 (0.20414400981801958) | > loss_0: 2.091045379638672 (2.2151064810793044) | > grad_norm_0: tensor(26.3986, device='cuda:0') (tensor(28.8698, device='cuda:0')) | > loss_gen: 2.910635232925415 (2.7691350043489655) | > loss_kl: 1.8353468179702759 (1.7285160526130974) | > loss_feat: 8.771336555480957 (8.242611918556552) | > loss_mel: 14.375936508178711 (13.285814617457016) | > loss_duration: 1.7023284435272217 (1.684770457195432) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.595582962036133 (27.710848060886505) | > grad_norm_1: tensor(637.1410, device='cuda:0') (tensor(618.6558, device='cuda:0')) | > current_lr_0: 0.00019493979452223445 | > current_lr_1: 0.00019493979452223445 | > step_time: 0.8406 (0.849631822845909) | > loader_time: 0.0095 (0.010142616006765462)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1417109966278076 (2.1417109966278076) | > loss_disc_real_0: 0.18962736427783966 (0.18962736427783966) | > loss_disc_real_1: 0.1802235245704651 (0.1802235245704651) | > loss_disc_real_2: 0.19317060708999634 (0.19317060708999634) | > loss_disc_real_3: 0.17067429423332214 (0.17067429423332214) | > loss_disc_real_4: 0.21469078958034515 (0.21469078958034515) | > loss_disc_real_5: 0.22154520452022552 (0.22154520452022552) | > loss_0: 2.1417109966278076 (2.1417109966278076) | > loss_gen: 3.027043342590332 (3.027043342590332) | > loss_kl: 2.0572147369384766 (2.0572147369384766) | > loss_feat: 8.998124122619629 (8.998124122619629) | > loss_mel: 14.980413436889648 (14.980413436889648) | > loss_duration: 1.6867631673812866 (1.6867631673812866) | > loss_1: 30.749557495117188 (30.749557495117188)  --> STEP: 1 | > loss_disc: 2.131145715713501 (2.131145715713501) | > loss_disc_real_0: 0.17315924167633057 (0.17315924167633057) | > loss_disc_real_1: 0.1880432814359665 (0.1880432814359665) | > loss_disc_real_2: 0.18510307371616364 (0.18510307371616364) | > loss_disc_real_3: 0.1799292266368866 (0.1799292266368866) | > loss_disc_real_4: 0.21068228781223297 (0.21068228781223297) | > loss_disc_real_5: 0.26985105872154236 (0.26985105872154236) | > loss_0: 2.131145715713501 (2.131145715713501) | > loss_gen: 3.033684253692627 (3.033684253692627) | > loss_kl: 2.016129493713379 (2.016129493713379) | > loss_feat: 8.7440824508667 (8.7440824508667) | > loss_mel: 14.669649124145508 (14.669649124145508) | > loss_duration: 1.7735350131988525 (1.7735350131988525) | > loss_1: 30.237079620361328 (30.237079620361328)  --> STEP: 2 | > loss_disc: 2.2026264667510986 (2.1668860912323) | > loss_disc_real_0: 0.2140001803636551 (0.19357971101999283) | > loss_disc_real_1: 0.18065553903579712 (0.1843494102358818) | > loss_disc_real_2: 0.18102505803108215 (0.1830640658736229) | > loss_disc_real_3: 0.17347697913646698 (0.1767031028866768) | > loss_disc_real_4: 0.2132846564054489 (0.21198347210884094) | > loss_disc_real_5: 0.2358342707157135 (0.25284266471862793) | > loss_0: 2.2026264667510986 (2.1668860912323) | > loss_gen: 2.8917641639709473 (2.962724208831787) | > loss_kl: 2.03305721282959 (2.0245933532714844) | > loss_feat: 8.30582046508789 (8.524951457977295) | > loss_mel: 14.646075248718262 (14.657862186431885) | > loss_duration: 1.8491003513336182 (1.8113176822662354) | > loss_1: 29.72581672668457 (29.98144817352295)  --> STEP: 3 | > loss_disc: 2.297513961791992 (2.2104287147521973) | > loss_disc_real_0: 0.19247186183929443 (0.19321042795976004) | > loss_disc_real_1: 0.20336458086967468 (0.1906878004471461) | > loss_disc_real_2: 0.17731662094593048 (0.18114825089772543) | > loss_disc_real_3: 0.1747237741947174 (0.17604332665602365) | > loss_disc_real_4: 0.23382262885570526 (0.21926319102446237) | > loss_disc_real_5: 0.2327873557806015 (0.2461575617392858) | > loss_0: 2.297513961791992 (2.2104287147521973) | > loss_gen: 2.763444662094116 (2.8962976932525635) | > loss_kl: 1.8493505716323853 (1.966179092725118) | > loss_feat: 8.350242614746094 (8.466715176900228) | > loss_mel: 13.215559959411621 (14.17709477742513) | > loss_duration: 1.7892829179763794 (1.8039727608362834) | > loss_1: 27.96788215637207 (29.310259501139324)  --> STEP: 4 | > loss_disc: 2.1753008365631104 (2.2016467452049255) | > loss_disc_real_0: 0.16315530240535736 (0.18569664657115936) | > loss_disc_real_1: 0.1995818316936493 (0.1929113082587719) | > loss_disc_real_2: 0.17188242077827454 (0.1788317933678627) | > loss_disc_real_3: 0.1976603865623474 (0.1814475916326046) | > loss_disc_real_4: 0.20469997823238373 (0.21562238782644272) | > loss_disc_real_5: 0.24787171185016632 (0.24658609926700592) | > loss_0: 2.1753008365631104 (2.2016467452049255) | > loss_gen: 2.8773772716522217 (2.891567587852478) | > loss_kl: 2.011622905731201 (1.9775400459766388) | > loss_feat: 8.189085006713867 (8.397307634353638) | > loss_mel: 13.09373664855957 (13.90625524520874) | > loss_duration: 1.741876244544983 (1.7884486317634583) | > loss_1: 27.913698196411133 (28.961119174957275) --> EVAL PERFORMANCE | > avg_loader_time: 0.28365087509155273 (+0.00524526834487915) | > avg_loss_disc: 2.2016467452049255 (-0.06146174669265747) | > avg_loss_disc_real_0: 0.18569664657115936 (-0.0013641677796840668) | > avg_loss_disc_real_1: 0.1929113082587719 (-0.011034846305847168) | > avg_loss_disc_real_2: 0.1788317933678627 (+0.010088376700878143) | > avg_loss_disc_real_3: 0.1814475916326046 (-0.01059352234005928) | > avg_loss_disc_real_4: 0.21562238782644272 (-0.013522304594516754) | > avg_loss_disc_real_5: 0.24658609926700592 (+0.03207845613360405) | > avg_loss_0: 2.2016467452049255 (-0.06146174669265747) | > avg_loss_gen: 2.891567587852478 (+0.19597744941711426) | > avg_loss_kl: 1.9775400459766388 (+0.10486364364624023) | > avg_loss_feat: 8.397307634353638 (+0.2260751724243164) | > avg_loss_mel: 13.90625524520874 (-0.5921101570129395) | > avg_loss_duration: 1.7884486317634583 (-0.004826068878173828) | > avg_loss_1: 28.961119174957275 (-0.07001972198486328)  > EPOCH: 206/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 01:48:39)   --> TIME: 2025-05-10 01:49:14 -- STEP: 37/725 -- GLOBAL_STEP: 195250 | > loss_disc: 2.3099658489227295 (2.214889874329439) | > loss_disc_real_0: 0.18539145588874817 (0.1393210479133838) | > loss_disc_real_1: 0.1718687117099762 (0.1922506633642558) | > loss_disc_real_2: 0.1894104778766632 (0.18895328971179756) | > loss_disc_real_3: 0.21283750236034393 (0.20694883449657545) | > loss_disc_real_4: 0.19278226792812347 (0.19982019429271286) | > loss_disc_real_5: 0.18615755438804626 (0.20151289532313477) | > loss_0: 2.3099658489227295 (2.214889874329439) | > grad_norm_0: tensor(34.8331, device='cuda:0') (tensor(28.4462, device='cuda:0')) | > loss_gen: 2.6469790935516357 (2.7704981339944377) | > loss_kl: 1.8388876914978027 (1.7267574716258693) | > loss_feat: 8.008991241455078 (8.359495717125974) | > loss_mel: 11.796761512756348 (13.273273468017578) | > loss_duration: 1.686560034751892 (1.6818463512369104) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.978179931640625 (27.81187124510069) | > grad_norm_1: tensor(643.1192, device='cuda:0') (tensor(619.8318, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8691 (0.8546628887588915) | > loader_time: 0.0099 (0.01047912159481564)  --> TIME: 2025-05-10 01:49:57 -- STEP: 87/725 -- GLOBAL_STEP: 195300 | > loss_disc: 2.1781835556030273 (2.2020388526478025) | > loss_disc_real_0: 0.1272624135017395 (0.13860870426756203) | > loss_disc_real_1: 0.20506305992603302 (0.19203692571870212) | > loss_disc_real_2: 0.17169788479804993 (0.18788677385483668) | > loss_disc_real_3: 0.21620973944664001 (0.20532422778250156) | > loss_disc_real_4: 0.18379557132720947 (0.19832981934492616) | > loss_disc_real_5: 0.21536985039710999 (0.20289379786485914) | > loss_0: 2.1781835556030273 (2.2020388526478025) | > grad_norm_0: tensor(24.5079, device='cuda:0') (tensor(27.4454, device='cuda:0')) | > loss_gen: 2.8808116912841797 (2.779464858701859) | > loss_kl: 1.8638310432434082 (1.7370975839680638) | > loss_feat: 8.39107894897461 (8.338206488510657) | > loss_mel: 13.837677001953125 (13.233222237948713) | > loss_duration: 1.649228811264038 (1.68382326350815) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.62262725830078 (27.771814521701856) | > grad_norm_1: tensor(847.1895, device='cuda:0') (tensor(631.9364, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8334 (0.8541104546908674) | > loader_time: 0.0098 (0.010231949817175153)  --> TIME: 2025-05-10 01:50:40 -- STEP: 137/725 -- GLOBAL_STEP: 195350 | > loss_disc: 1.942704677581787 (2.206136675646705) | > loss_disc_real_0: 0.11110354214906693 (0.14284672677843235) | > loss_disc_real_1: 0.15510468184947968 (0.1921350182625499) | > loss_disc_real_2: 0.16954100131988525 (0.18861033620625522) | > loss_disc_real_3: 0.15889576077461243 (0.20440802097755628) | > loss_disc_real_4: 0.16011248528957367 (0.19857694534924777) | > loss_disc_real_5: 0.20444975793361664 (0.20103882296677053) | > loss_0: 1.942704677581787 (2.206136675646705) | > grad_norm_0: tensor(42.5843, device='cuda:0') (tensor(29.2968, device='cuda:0')) | > loss_gen: 3.093381881713867 (2.7866911157204277) | > loss_kl: 1.757022738456726 (1.7272695268157625) | > loss_feat: 10.779886245727539 (8.360715197820737) | > loss_mel: 15.599997520446777 (13.276926346938975) | > loss_duration: 1.6829725503921509 (1.6856643022411935) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.91326141357422 (27.83726647648498) | > grad_norm_1: tensor(821.6275, device='cuda:0') (tensor(600.0615, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8084 (0.8532580685441511) | > loader_time: 0.0099 (0.010195206551656236)  --> TIME: 2025-05-10 01:51:23 -- STEP: 187/725 -- GLOBAL_STEP: 195400 | > loss_disc: 2.268956184387207 (2.205275567457636) | > loss_disc_real_0: 0.1353677213191986 (0.14111885876658756) | > loss_disc_real_1: 0.1804543286561966 (0.19175634616836507) | > loss_disc_real_2: 0.17692162096500397 (0.188464553120302) | > loss_disc_real_3: 0.18904010951519012 (0.20468768413691596) | > loss_disc_real_4: 0.1777825653553009 (0.19845864431743312) | > loss_disc_real_5: 0.21870625019073486 (0.20219371200882816) | > loss_0: 2.268956184387207 (2.205275567457636) | > grad_norm_0: tensor(26.5825, device='cuda:0') (tensor(27.6417, device='cuda:0')) | > loss_gen: 2.6404359340667725 (2.7738211817919867) | > loss_kl: 1.7459005117416382 (1.7248272895812986) | > loss_feat: 8.234524726867676 (8.3055793690809) | > loss_mel: 13.407267570495605 (13.263529476634954) | > loss_duration: 1.6923702955245972 (1.68657324849603) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.720497131347656 (27.75433057897231) | > grad_norm_1: tensor(723.4316, device='cuda:0') (tensor(587.6370, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8509 (0.8516129440164821) | > loader_time: 0.0097 (0.010197184302590107)  --> TIME: 2025-05-10 01:52:07 -- STEP: 237/725 -- GLOBAL_STEP: 195450 | > loss_disc: 2.146277666091919 (2.2029506999229063) | > loss_disc_real_0: 0.11322982609272003 (0.13979323392238785) | > loss_disc_real_1: 0.18305082619190216 (0.19170839110004248) | > loss_disc_real_2: 0.1860186755657196 (0.18849458793799082) | > loss_disc_real_3: 0.20953433215618134 (0.20413372002321958) | > loss_disc_real_4: 0.20474062860012054 (0.19837133265748805) | > loss_disc_real_5: 0.17620453238487244 (0.2028882602221855) | > loss_0: 2.146277666091919 (2.2029506999229063) | > grad_norm_0: tensor(18.3016, device='cuda:0') (tensor(27.4889, device='cuda:0')) | > loss_gen: 3.104038953781128 (2.7771906309489944) | > loss_kl: 1.9621005058288574 (1.729590955162853) | > loss_feat: 8.722009658813477 (8.333781186035424) | > loss_mel: 14.423032760620117 (13.304954259204457) | > loss_duration: 1.668344497680664 (1.6863915643611538) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.879526138305664 (27.831908600239814) | > grad_norm_1: tensor(409.2813, device='cuda:0') (tensor(584.1237, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8223 (0.8516719361397788) | > loader_time: 0.0092 (0.010142437013392708)  --> TIME: 2025-05-10 01:52:50 -- STEP: 287/725 -- GLOBAL_STEP: 195500 | > loss_disc: 2.241122007369995 (2.2106900007467223) | > loss_disc_real_0: 0.16278818249702454 (0.14170076727919034) | > loss_disc_real_1: 0.17671528458595276 (0.1921861124994032) | > loss_disc_real_2: 0.19740483164787292 (0.18937753270727425) | > loss_disc_real_3: 0.2170036882162094 (0.20462767805787327) | > loss_disc_real_4: 0.17817892134189606 (0.19824920215673145) | > loss_disc_real_5: 0.2145429253578186 (0.203567973516544) | > loss_0: 2.241122007369995 (2.2106900007467223) | > grad_norm_0: tensor(28.5190, device='cuda:0') (tensor(27.2925, device='cuda:0')) | > loss_gen: 2.805744171142578 (2.7651708275598925) | > loss_kl: 1.708552360534668 (1.7257728746959142) | > loss_feat: 7.959554672241211 (8.265260716348582) | > loss_mel: 13.1511869430542 (13.250229945166176) | > loss_duration: 1.7076923847198486 (1.686655154211596) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.332731246948242 (27.693089515074618) | > grad_norm_1: tensor(398.3937, device='cuda:0') (tensor(569.4482, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8066 (0.8501701396516808) | > loader_time: 0.0103 (0.01009894829593884)  --> TIME: 2025-05-10 01:53:33 -- STEP: 337/725 -- GLOBAL_STEP: 195550 | > loss_disc: 2.0895721912384033 (2.211987818737764) | > loss_disc_real_0: 0.16530105471611023 (0.14135126737485282) | > loss_disc_real_1: 0.19142478704452515 (0.19231548458779954) | > loss_disc_real_2: 0.1784956157207489 (0.1893999349734904) | > loss_disc_real_3: 0.20270979404449463 (0.2047676016916507) | > loss_disc_real_4: 0.21695399284362793 (0.19850811685051337) | > loss_disc_real_5: 0.17295992374420166 (0.20356975000583802) | > loss_0: 2.0895721912384033 (2.211987818737764) | > grad_norm_0: tensor(39.9520, device='cuda:0') (tensor(27.4579, device='cuda:0')) | > loss_gen: 3.0410542488098145 (2.763298890003464) | > loss_kl: 1.6296674013137817 (1.7269771583709943) | > loss_feat: 9.470985412597656 (8.246257803206632) | > loss_mel: 14.726529121398926 (13.21009544519712) | > loss_duration: 1.676895260810852 (1.6863139970366254) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.54513168334961 (27.632943269407008) | > grad_norm_1: tensor(938.7609, device='cuda:0') (tensor(570.8465, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8881 (0.8514244280512325) | > loader_time: 0.0099 (0.010105067969076006)  --> TIME: 2025-05-10 01:54:17 -- STEP: 387/725 -- GLOBAL_STEP: 195600 | > loss_disc: 2.1771914958953857 (2.2112488494054903) | > loss_disc_real_0: 0.10045059770345688 (0.14132214531071408) | > loss_disc_real_1: 0.19739115238189697 (0.19220575555504446) | > loss_disc_real_2: 0.20492157340049744 (0.18927297812407642) | > loss_disc_real_3: 0.21918946504592896 (0.2046934515622851) | > loss_disc_real_4: 0.2096460461616516 (0.19868607176058667) | > loss_disc_real_5: 0.1914183795452118 (0.20359154434475168) | > loss_0: 2.1771914958953857 (2.2112488494054903) | > grad_norm_0: tensor(27.5723, device='cuda:0') (tensor(27.4281, device='cuda:0')) | > loss_gen: 2.68078875541687 (2.7626201052998387) | > loss_kl: 1.5843768119812012 (1.725383129846834) | > loss_feat: 7.081089496612549 (8.236526748006659) | > loss_mel: 11.774336814880371 (13.191371454440953) | > loss_duration: 1.8022058010101318 (1.686040777260635) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.92279815673828 (27.601942180663116) | > grad_norm_1: tensor(727.8597, device='cuda:0') (tensor(575.0895, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8495 (0.8515763301257939) | > loader_time: 0.0102 (0.010081240065030044)  --> TIME: 2025-05-10 01:55:00 -- STEP: 437/725 -- GLOBAL_STEP: 195650 | > loss_disc: 2.299370050430298 (2.2093031411858384) | > loss_disc_real_0: 0.14543214440345764 (0.14088702787489574) | > loss_disc_real_1: 0.21026577055454254 (0.192027630535907) | > loss_disc_real_2: 0.2053859680891037 (0.18893642290505996) | > loss_disc_real_3: 0.23417463898658752 (0.20472638759105646) | > loss_disc_real_4: 0.20612306892871857 (0.1983765252190269) | > loss_disc_real_5: 0.21580290794372559 (0.20357759470797782) | > loss_0: 2.299370050430298 (2.2093031411858384) | > grad_norm_0: tensor(25.8197, device='cuda:0') (tensor(27.3797, device='cuda:0')) | > loss_gen: 2.638485908508301 (2.7641817154000496) | > loss_kl: 1.7509552240371704 (1.72671067360064) | > loss_feat: 6.939231872558594 (8.237280435365728) | > loss_mel: 12.180529594421387 (13.18108986171486) | > loss_duration: 1.641481637954712 (1.685623318161517) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.15068244934082 (27.594885976690996) | > grad_norm_1: tensor(523.5882, device='cuda:0') (tensor(577.6386, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8803 (0.8509657655755224) | > loader_time: 0.0099 (0.010035500100875606)  --> TIME: 2025-05-10 01:55:43 -- STEP: 487/725 -- GLOBAL_STEP: 195700 | > loss_disc: 2.081808567047119 (2.2091080975973143) | > loss_disc_real_0: 0.18345192074775696 (0.14073762871340306) | > loss_disc_real_1: 0.16580982506275177 (0.19194849842138115) | > loss_disc_real_2: 0.17196349799633026 (0.1889174965495202) | > loss_disc_real_3: 0.165376678109169 (0.20486159368706924) | > loss_disc_real_4: 0.15176406502723694 (0.1983525982811221) | > loss_disc_real_5: 0.20421060919761658 (0.20340096806721028) | > loss_0: 2.081808567047119 (2.2091080975973143) | > grad_norm_0: tensor(50.2627, device='cuda:0') (tensor(27.6490, device='cuda:0')) | > loss_gen: 3.100285291671753 (2.767646199134341) | > loss_kl: 1.6348904371261597 (1.7266622955549424) | > loss_feat: 9.54969596862793 (8.240049016549111) | > loss_mel: 15.055733680725098 (13.194726591482292) | > loss_duration: 1.6641845703125 (1.6860121349044894) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.004789352416992 (27.615096235177354) | > grad_norm_1: tensor(783.0837, device='cuda:0') (tensor(579.2322, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8178 (0.8505552583651376) | > loader_time: 0.0094 (0.010011868799981147)  --> TIME: 2025-05-10 01:56:26 -- STEP: 537/725 -- GLOBAL_STEP: 195750 | > loss_disc: 2.3581113815307617 (2.210166705165274) | > loss_disc_real_0: 0.13276952505111694 (0.14069647418276107) | > loss_disc_real_1: 0.19562378525733948 (0.1920351648574879) | > loss_disc_real_2: 0.19861862063407898 (0.18904239308345697) | > loss_disc_real_3: 0.22380951046943665 (0.20482984518205655) | > loss_disc_real_4: 0.18863005936145782 (0.1983473293719123) | > loss_disc_real_5: 0.22906236350536346 (0.20392322751174868) | > loss_0: 2.3581113815307617 (2.210166705165274) | > grad_norm_0: tensor(10.8900, device='cuda:0') (tensor(27.6785, device='cuda:0')) | > loss_gen: 2.548914670944214 (2.7657300946432786) | > loss_kl: 1.6647456884384155 (1.727708764582373) | > loss_feat: 7.292049407958984 (8.231540139161009) | > loss_mel: 11.743375778198242 (13.196886622039958) | > loss_duration: 1.704077124595642 (1.6865512865215706) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.953161239624023 (27.60841690006647) | > grad_norm_1: tensor(340.9034, device='cuda:0') (tensor(577.9996, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.853 (0.8501835202371608) | > loader_time: 0.0105 (0.009999695214923311)  --> TIME: 2025-05-10 01:57:09 -- STEP: 587/725 -- GLOBAL_STEP: 195800 | > loss_disc: 2.205014944076538 (2.2114272982745216) | > loss_disc_real_0: 0.14050672948360443 (0.1407846733546946) | > loss_disc_real_1: 0.2008182853460312 (0.19212350729072314) | > loss_disc_real_2: 0.1770385056734085 (0.1891433621996306) | > loss_disc_real_3: 0.1779821664094925 (0.204933089459572) | > loss_disc_real_4: 0.189177468419075 (0.19838696174970882) | > loss_disc_real_5: 0.2214232087135315 (0.20414040810103307) | > loss_0: 2.205014944076538 (2.2114272982745216) | > grad_norm_0: tensor(18.4020, device='cuda:0') (tensor(27.5918, device='cuda:0')) | > loss_gen: 2.7643089294433594 (2.7628815629007044) | > loss_kl: 1.5430124998092651 (1.728866061116402) | > loss_feat: 7.960684776306152 (8.228842707671339) | > loss_mel: 12.794038772583008 (13.186197488840017) | > loss_duration: 1.6793899536132812 (1.6862042768647352) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.741436004638672 (27.592992093737738) | > grad_norm_1: tensor(654.6431, device='cuda:0') (tensor(574.5748, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8546 (0.8499935912111142) | > loader_time: 0.0102 (0.0099833970175488)  --> TIME: 2025-05-10 01:57:52 -- STEP: 637/725 -- GLOBAL_STEP: 195850 | > loss_disc: 2.3349783420562744 (2.2135523230164935) | > loss_disc_real_0: 0.2064698040485382 (0.1410054643777325) | > loss_disc_real_1: 0.23394259810447693 (0.1922410084417139) | > loss_disc_real_2: 0.20492710173130035 (0.18949122123385156) | > loss_disc_real_3: 0.21240897476673126 (0.20509520830408187) | > loss_disc_real_4: 0.22629250586032867 (0.19842051886595213) | > loss_disc_real_5: 0.22674910724163055 (0.2044502265365381) | > loss_0: 2.3349783420562744 (2.2135523230164935) | > grad_norm_0: tensor(52.4277, device='cuda:0') (tensor(27.5755, device='cuda:0')) | > loss_gen: 2.796996831893921 (2.760979003771507) | > loss_kl: 1.6920013427734375 (1.729723843150835) | > loss_feat: 8.412422180175781 (8.221527847427772) | > loss_mel: 13.362860679626465 (13.184037507983904) | > loss_duration: 1.6606998443603516 (1.6862263172350267) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.92498207092285 (27.582494511147683) | > grad_norm_1: tensor(682.6949, device='cuda:0') (tensor(574.8314, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8462 (0.8496828558306492) | > loader_time: 0.0095 (0.009968131827409814)  --> TIME: 2025-05-10 01:58:35 -- STEP: 687/725 -- GLOBAL_STEP: 195900 | > loss_disc: 2.2273149490356445 (2.214186145749155) | > loss_disc_real_0: 0.13601166009902954 (0.14115654604490477) | > loss_disc_real_1: 0.18924470245838165 (0.1923921407570484) | > loss_disc_real_2: 0.16993658244609833 (0.18970288323262902) | > loss_disc_real_3: 0.21841122210025787 (0.20514758803178135) | > loss_disc_real_4: 0.20064441859722137 (0.19826082301799205) | > loss_disc_real_5: 0.2205006182193756 (0.2041061499320089) | > loss_0: 2.2273149490356445 (2.214186145749155) | > grad_norm_0: tensor(14.8109, device='cuda:0') (tensor(27.6883, device='cuda:0')) | > loss_gen: 2.8341705799102783 (2.761204850725732) | > loss_kl: 1.780970573425293 (1.7283225665099409) | > loss_feat: 8.787577629089355 (8.221607257532067) | > loss_mel: 13.044514656066895 (13.198157141128819) | > loss_duration: 1.6813092231750488 (1.6861516716178322) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.128543853759766 (27.595443481267626) | > grad_norm_1: tensor(303.5135, device='cuda:0') (tensor(575.7632, device='cuda:0')) | > current_lr_0: 0.00019491542704791915 | > current_lr_1: 0.00019491542704791915 | > step_time: 0.8555 (0.8494626417257206) | > loader_time: 0.0098 (0.009970114914784431)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.242281198501587 (2.242281198501587) | > loss_disc_real_0: 0.19108492136001587 (0.19108492136001587) | > loss_disc_real_1: 0.17964300513267517 (0.17964300513267517) | > loss_disc_real_2: 0.2079322338104248 (0.2079322338104248) | > loss_disc_real_3: 0.16925136744976044 (0.16925136744976044) | > loss_disc_real_4: 0.2640537619590759 (0.2640537619590759) | > loss_disc_real_5: 0.20765595138072968 (0.20765595138072968) | > loss_0: 2.242281198501587 (2.242281198501587) | > loss_gen: 2.933464527130127 (2.933464527130127) | > loss_kl: 2.0171873569488525 (2.0171873569488525) | > loss_feat: 8.985699653625488 (8.985699653625488) | > loss_mel: 14.94626522064209 (14.94626522064209) | > loss_duration: 1.684483289718628 (1.684483289718628) | > loss_1: 30.56709861755371 (30.56709861755371)  --> STEP: 1 | > loss_disc: 2.264281988143921 (2.264281988143921) | > loss_disc_real_0: 0.16671346127986908 (0.16671346127986908) | > loss_disc_real_1: 0.17319199442863464 (0.17319199442863464) | > loss_disc_real_2: 0.22123154997825623 (0.22123154997825623) | > loss_disc_real_3: 0.16286730766296387 (0.16286730766296387) | > loss_disc_real_4: 0.2680102288722992 (0.2680102288722992) | > loss_disc_real_5: 0.19054867327213287 (0.19054867327213287) | > loss_0: 2.264281988143921 (2.264281988143921) | > loss_gen: 2.8309717178344727 (2.8309717178344727) | > loss_kl: 1.9724650382995605 (1.9724650382995605) | > loss_feat: 8.697775840759277 (8.697775840759277) | > loss_mel: 14.143616676330566 (14.143616676330566) | > loss_duration: 1.8022444248199463 (1.8022444248199463) | > loss_1: 29.447072982788086 (29.447072982788086)  --> STEP: 2 | > loss_disc: 2.21232533454895 (2.2383036613464355) | > loss_disc_real_0: 0.19493891298770905 (0.18082618713378906) | > loss_disc_real_1: 0.1770685464143753 (0.17513027042150497) | > loss_disc_real_2: 0.20800137519836426 (0.21461646258831024) | > loss_disc_real_3: 0.15398259460926056 (0.1584249511361122) | > loss_disc_real_4: 0.2608010768890381 (0.26440565288066864) | > loss_disc_real_5: 0.20690102875232697 (0.19872485101222992) | > loss_0: 2.21232533454895 (2.2383036613464355) | > loss_gen: 2.941411018371582 (2.8861913681030273) | > loss_kl: 2.0569698810577393 (2.01471745967865) | > loss_feat: 8.534192085266113 (8.615983963012695) | > loss_mel: 14.409040451049805 (14.276328563690186) | > loss_duration: 1.833547830581665 (1.8178961277008057) | > loss_1: 29.77515983581543 (29.611116409301758)  --> STEP: 3 | > loss_disc: 2.25052809715271 (2.2423784732818604) | > loss_disc_real_0: 0.2047143280506134 (0.1887889007727305) | > loss_disc_real_1: 0.1826348751783371 (0.177631805340449) | > loss_disc_real_2: 0.21042801439762115 (0.21322031319141388) | > loss_disc_real_3: 0.17270804941654205 (0.1631859838962555) | > loss_disc_real_4: 0.2594381868839264 (0.2627498308817546) | > loss_disc_real_5: 0.21529686450958252 (0.20424885551134744) | > loss_0: 2.25052809715271 (2.2423784732818604) | > loss_gen: 2.976511240005493 (2.916297992070516) | > loss_kl: 2.021749496459961 (2.017061471939087) | > loss_feat: 8.54185962677002 (8.591275850931803) | > loss_mel: 15.048380851745605 (14.533679326375326) | > loss_duration: 1.8007850646972656 (1.812192440032959) | > loss_1: 30.389286041259766 (29.870506286621094)  --> STEP: 4 | > loss_disc: 2.2424590587615967 (2.2423986196517944) | > loss_disc_real_0: 0.20409250259399414 (0.19261480122804642) | > loss_disc_real_1: 0.1957293003797531 (0.18215617910027504) | > loss_disc_real_2: 0.18584071099758148 (0.20637541264295578) | > loss_disc_real_3: 0.15599244832992554 (0.161387600004673) | > loss_disc_real_4: 0.2600252330303192 (0.2620686814188957) | > loss_disc_real_5: 0.19933396577835083 (0.2030201330780983) | > loss_0: 2.2424590587615967 (2.2423986196517944) | > loss_gen: 2.8790810108184814 (2.9069937467575073) | > loss_kl: 1.968660593032837 (2.0049612522125244) | > loss_feat: 10.084078788757324 (8.964476585388184) | > loss_mel: 15.8929443359375 (14.87349557876587) | > loss_duration: 1.7626523971557617 (1.7998074293136597) | > loss_1: 32.58741760253906 (30.549734115600586) --> EVAL PERFORMANCE | > avg_loader_time: 0.2810879945755005 (-0.002562880516052246) | > avg_loss_disc: 2.2423986196517944 (+0.040751874446868896) | > avg_loss_disc_real_0: 0.19261480122804642 (+0.0069181546568870544) | > avg_loss_disc_real_1: 0.18215617910027504 (-0.010755129158496857) | > avg_loss_disc_real_2: 0.20637541264295578 (+0.02754361927509308) | > avg_loss_disc_real_3: 0.161387600004673 (-0.020059991627931595) | > avg_loss_disc_real_4: 0.2620686814188957 (+0.046446293592453) | > avg_loss_disc_real_5: 0.2030201330780983 (-0.04356596618890762) | > avg_loss_0: 2.2423986196517944 (+0.040751874446868896) | > avg_loss_gen: 2.9069937467575073 (+0.015426158905029297) | > avg_loss_kl: 2.0049612522125244 (+0.02742120623588562) | > avg_loss_feat: 8.964476585388184 (+0.5671689510345459) | > avg_loss_mel: 14.87349557876587 (+0.9672403335571289) | > avg_loss_duration: 1.7998074293136597 (+0.011358797550201416) | > avg_loss_1: 30.549734115600586 (+1.5886149406433105)  > EPOCH: 207/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 01:59:14)   --> TIME: 2025-05-10 01:59:27 -- STEP: 12/725 -- GLOBAL_STEP: 195950 | > loss_disc: 2.393597364425659 (2.2630136013031006) | > loss_disc_real_0: 0.17699027061462402 (0.1426296109954516) | > loss_disc_real_1: 0.1982865035533905 (0.1917008732755979) | > loss_disc_real_2: 0.1986670047044754 (0.1907703292866548) | > loss_disc_real_3: 0.18379858136177063 (0.20946603392561278) | > loss_disc_real_4: 0.19320206344127655 (0.2022747422258059) | > loss_disc_real_5: 0.19253094494342804 (0.21030340467890105) | > loss_0: 2.393597364425659 (2.2630136013031006) | > grad_norm_0: tensor(37.0373, device='cuda:0') (tensor(21.4212, device='cuda:0')) | > loss_gen: 2.3667993545532227 (2.658796469370524) | > loss_kl: 1.781968355178833 (1.7579083542029064) | > loss_feat: 6.542123794555664 (7.707405646642049) | > loss_mel: 11.544685363769531 (12.80495572090149) | > loss_duration: 1.7242679595947266 (1.6850279172261555) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.9598445892334 (26.614094098409016) | > grad_norm_1: tensor(705.4982, device='cuda:0') (tensor(519.9851, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8403 (0.8338594436645508) | > loader_time: 0.009 (0.0096932053565979)  --> TIME: 2025-05-10 02:00:10 -- STEP: 62/725 -- GLOBAL_STEP: 196000 | > loss_disc: 2.2336204051971436 (2.2289294388986405) | > loss_disc_real_0: 0.14139822125434875 (0.14137582661163423) | > loss_disc_real_1: 0.19271381199359894 (0.1931316900637842) | > loss_disc_real_2: 0.21044109761714935 (0.18866798570079188) | > loss_disc_real_3: 0.17953211069107056 (0.20666029977221642) | > loss_disc_real_4: 0.19525755941867828 (0.19789618878595291) | > loss_disc_real_5: 0.22453084588050842 (0.20867871541169383) | > loss_0: 2.2336204051971436 (2.2289294388986405) | > grad_norm_0: tensor(19.4168, device='cuda:0') (tensor(27.9201, device='cuda:0')) | > loss_gen: 2.6275854110717773 (2.734133797307168) | > loss_kl: 1.6342847347259521 (1.7667615586711514) | > loss_feat: 7.68923807144165 (8.17106589194267) | > loss_mel: 12.802323341369629 (13.180547283541772) | > loss_duration: 1.7279199361801147 (1.6827073712502756) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.481353759765625 (27.53521587002662) | > grad_norm_1: tensor(637.4245, device='cuda:0') (tensor(564.6805, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8385 (0.8547416310156545) | > loader_time: 0.0106 (0.010193340239986297) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_196000.pth  --> TIME: 2025-05-10 02:00:56 -- STEP: 112/725 -- GLOBAL_STEP: 196050 | > loss_disc: 2.2208495140075684 (2.226968913206032) | > loss_disc_real_0: 0.1521880328655243 (0.1407083217719835) | > loss_disc_real_1: 0.19138579070568085 (0.192423727363348) | > loss_disc_real_2: 0.1918695718050003 (0.18946686293929813) | > loss_disc_real_3: 0.2088964581489563 (0.2064760174336178) | > loss_disc_real_4: 0.18236255645751953 (0.1984822171341096) | > loss_disc_real_5: 0.21234236657619476 (0.20782953114914043) | > loss_0: 2.2208495140075684 (2.226968913206032) | > grad_norm_0: tensor(30.9028, device='cuda:0') (tensor(27.0110, device='cuda:0')) | > loss_gen: 2.839686393737793 (2.734457546046802) | > loss_kl: 1.6808233261108398 (1.7493263642702783) | > loss_feat: 8.570013999938965 (8.139531897647037) | > loss_mel: 12.728106498718262 (13.151091669287) | > loss_duration: 1.6826530694961548 (1.686916817511831) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.501283645629883 (27.461324214935306) | > grad_norm_1: tensor(776.1871, device='cuda:0') (tensor(576.6974, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8417 (0.8538539494786945) | > loader_time: 0.0098 (0.010242936866624015)  --> TIME: 2025-05-10 02:01:40 -- STEP: 162/725 -- GLOBAL_STEP: 196100 | > loss_disc: 2.133850574493408 (2.2156355064592246) | > loss_disc_real_0: 0.15063437819480896 (0.1412601036789977) | > loss_disc_real_1: 0.17823061347007751 (0.19137071017865787) | > loss_disc_real_2: 0.1811787337064743 (0.18856592595945162) | > loss_disc_real_3: 0.18879470229148865 (0.20539237549643458) | > loss_disc_real_4: 0.15455812215805054 (0.19778082197831015) | > loss_disc_real_5: 0.21493501961231232 (0.2048733525989968) | > loss_0: 2.133850574493408 (2.2156355064592246) | > grad_norm_0: tensor(31.0882, device='cuda:0') (tensor(28.3467, device='cuda:0')) | > loss_gen: 2.9640989303588867 (2.7682212782494813) | > loss_kl: 1.764371633529663 (1.7367540215268547) | > loss_feat: 9.026577949523926 (8.288981949841533) | > loss_mel: 14.003226280212402 (13.291961210745352) | > loss_duration: 1.6336133480072021 (1.6869940853413241) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.391887664794922 (27.77291249640194) | > grad_norm_1: tensor(536.5311, device='cuda:0') (tensor(571.3241, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8371 (0.8554284337126179) | > loader_time: 0.0104 (0.010170394991650993)  --> TIME: 2025-05-10 02:02:23 -- STEP: 212/725 -- GLOBAL_STEP: 196150 | > loss_disc: 2.2909958362579346 (2.217096470999269) | > loss_disc_real_0: 0.15809369087219238 (0.14133638892111908) | > loss_disc_real_1: 0.18297816812992096 (0.19215829867237025) | > loss_disc_real_2: 0.1894085705280304 (0.18831334319317108) | > loss_disc_real_3: 0.21680577099323273 (0.2059571141341947) | > loss_disc_real_4: 0.2235698252916336 (0.19775895957114573) | > loss_disc_real_5: 0.2062072455883026 (0.2048577535546051) | > loss_0: 2.2909958362579346 (2.217096470999269) | > grad_norm_0: tensor(21.7794, device='cuda:0') (tensor(27.8927, device='cuda:0')) | > loss_gen: 2.638744354248047 (2.763755352991932) | > loss_kl: 1.6779299974441528 (1.7393316902079672) | > loss_feat: 7.18748140335083 (8.278860827661905) | > loss_mel: 11.471526145935059 (13.316292389383856) | > loss_duration: 1.6810855865478516 (1.6861852587393995) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.656766891479492 (27.78442542058117) | > grad_norm_1: tensor(473.5714, device='cuda:0') (tensor(567.3647, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8497 (0.8553733814437434) | > loader_time: 0.0094 (0.010082660980944359)  --> TIME: 2025-05-10 02:03:06 -- STEP: 262/725 -- GLOBAL_STEP: 196200 | > loss_disc: 2.1918108463287354 (2.218931606252686) | > loss_disc_real_0: 0.14770062267780304 (0.14150574371104932) | > loss_disc_real_1: 0.19150131940841675 (0.19249908176769742) | > loss_disc_real_2: 0.1916152536869049 (0.1889885101495808) | > loss_disc_real_3: 0.1858472228050232 (0.20590886439530903) | > loss_disc_real_4: 0.20188213884830475 (0.19810646038701524) | > loss_disc_real_5: 0.2136375904083252 (0.20490494740145807) | > loss_0: 2.1918108463287354 (2.218931606252686) | > grad_norm_0: tensor(32.2434, device='cuda:0') (tensor(27.8090, device='cuda:0')) | > loss_gen: 2.7695391178131104 (2.7612167906215173) | > loss_kl: 1.7418845891952515 (1.744182919727937) | > loss_feat: 8.647625923156738 (8.264374439952935) | > loss_mel: 13.303064346313477 (13.295403458689915) | > loss_duration: 1.6697278022766113 (1.6860854953299953) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.131839752197266 (27.751263065192536) | > grad_norm_1: tensor(561.5153, device='cuda:0') (tensor(576.2825, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8822 (0.8535242235387555) | > loader_time: 0.0115 (0.010035701380431195)  --> TIME: 2025-05-10 02:03:49 -- STEP: 312/725 -- GLOBAL_STEP: 196250 | > loss_disc: 2.3297696113586426 (2.220328297752601) | > loss_disc_real_0: 0.12881042063236237 (0.14153160264667794) | > loss_disc_real_1: 0.2005537897348404 (0.19251419250399643) | > loss_disc_real_2: 0.19129551947116852 (0.1897020181879782) | > loss_disc_real_3: 0.21477138996124268 (0.20598361426248005) | > loss_disc_real_4: 0.19836655259132385 (0.197773348301267) | > loss_disc_real_5: 0.20170384645462036 (0.2052303739847281) | > loss_0: 2.3297696113586426 (2.220328297752601) | > grad_norm_0: tensor(22.2499, device='cuda:0') (tensor(28.0036, device='cuda:0')) | > loss_gen: 2.5249056816101074 (2.759363579444396) | > loss_kl: 1.502383828163147 (1.7406760878287828) | > loss_feat: 7.288214206695557 (8.254026924952477) | > loss_mel: 12.35124397277832 (13.287735052597828) | > loss_duration: 1.6717184782028198 (1.6847696709327216) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.33846664428711 (27.726571284807644) | > grad_norm_1: tensor(194.4859, device='cuda:0') (tensor(576.1929, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8355 (0.8522353653724377) | > loader_time: 0.0098 (0.010029096633960038)  --> TIME: 2025-05-10 02:04:33 -- STEP: 362/725 -- GLOBAL_STEP: 196300 | > loss_disc: 2.1503512859344482 (2.2157634648170257) | > loss_disc_real_0: 0.14964984357357025 (0.141013609873162) | > loss_disc_real_1: 0.15498892962932587 (0.19221886255629156) | > loss_disc_real_2: 0.18125462532043457 (0.18906364363530712) | > loss_disc_real_3: 0.1895320564508438 (0.20586814459680855) | > loss_disc_real_4: 0.17981545627117157 (0.1973355440474347) | > loss_disc_real_5: 0.20654329657554626 (0.2053888646360919) | > loss_0: 2.1503512859344482 (2.2157634648170257) | > grad_norm_0: tensor(21.4085, device='cuda:0') (tensor(27.5997, device='cuda:0')) | > loss_gen: 2.9243197441101074 (2.7617377754074433) | > loss_kl: 1.9028425216674805 (1.7395631832312484) | > loss_feat: 9.163189888000488 (8.26734543110125) | > loss_mel: 14.855104446411133 (13.290843281298052) | > loss_duration: 1.6371337175369263 (1.6832465657871738) | > amp_scaler: 256.0 (257.4143646408839) | > loss_1: 30.48259162902832 (27.74273621048058) | > grad_norm_1: tensor(338.6690, device='cuda:0') (tensor(575.0788, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8483 (0.8525317064306354) | > loader_time: 0.0094 (0.01000132876865113)  --> TIME: 2025-05-10 02:05:16 -- STEP: 412/725 -- GLOBAL_STEP: 196350 | > loss_disc: 2.2492690086364746 (2.2153771884233042) | > loss_disc_real_0: 0.11755968630313873 (0.1414002314101437) | > loss_disc_real_1: 0.2054150402545929 (0.19205947806244916) | > loss_disc_real_2: 0.2176385521888733 (0.18904757922858859) | > loss_disc_real_3: 0.21395938098430634 (0.2056830527206648) | > loss_disc_real_4: 0.19721205532550812 (0.1972541519015738) | > loss_disc_real_5: 0.19766831398010254 (0.2052163277002214) | > loss_0: 2.2492690086364746 (2.2153771884233042) | > grad_norm_0: tensor(19.2561, device='cuda:0') (tensor(27.9573, device='cuda:0')) | > loss_gen: 2.753183603286743 (2.764312990660806) | > loss_kl: 1.7824057340621948 (1.7373994539663629) | > loss_feat: 7.667641639709473 (8.26562960171005) | > loss_mel: 12.604804992675781 (13.281330546129096) | > loss_duration: 1.6970809698104858 (1.6837125599962999) | > amp_scaler: 256.0 (257.24271844660205) | > loss_1: 26.505115509033203 (27.732385116873434) | > grad_norm_1: tensor(654.6168, device='cuda:0') (tensor(578.4395, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.863 (0.8522847393184032) | > loader_time: 0.0106 (0.010021863053145917)  --> TIME: 2025-05-10 02:05:59 -- STEP: 462/725 -- GLOBAL_STEP: 196400 | > loss_disc: 2.2680346965789795 (2.2160154550106483) | > loss_disc_real_0: 0.16225335001945496 (0.14126560720917486) | > loss_disc_real_1: 0.16729600727558136 (0.19209653461650336) | > loss_disc_real_2: 0.17049522697925568 (0.18900147057843922) | > loss_disc_real_3: 0.22593042254447937 (0.20565053307777878) | > loss_disc_real_4: 0.18947771191596985 (0.1975675926773579) | > loss_disc_real_5: 0.19639815390110016 (0.20506214382715557) | > loss_0: 2.2680346965789795 (2.2160154550106483) | > grad_norm_0: tensor(30.1911, device='cuda:0') (tensor(27.6903, device='cuda:0')) | > loss_gen: 2.6834611892700195 (2.760935322546856) | > loss_kl: 1.5159509181976318 (1.7395581708842025) | > loss_feat: 7.4751715660095215 (8.241738219281808) | > loss_mel: 12.81119155883789 (13.247502890500156) | > loss_duration: 1.7131104469299316 (1.6839302695674818) | > amp_scaler: 256.0 (257.108225108225) | > loss_1: 26.198884963989258 (27.673664852654262) | > grad_norm_1: tensor(267.9571, device='cuda:0') (tensor(577.8726, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.7958 (0.851489874707672) | > loader_time: 0.0097 (0.00999510855901809)  --> TIME: 2025-05-10 02:06:42 -- STEP: 512/725 -- GLOBAL_STEP: 196450 | > loss_disc: 2.0916991233825684 (2.217278872150927) | > loss_disc_real_0: 0.12322518974542618 (0.14135079109109955) | > loss_disc_real_1: 0.1888301819562912 (0.1922305288608186) | > loss_disc_real_2: 0.1733364760875702 (0.18929413569276213) | > loss_disc_real_3: 0.17474566400051117 (0.20562174971564676) | > loss_disc_real_4: 0.17397473752498627 (0.19748980092117563) | > loss_disc_real_5: 0.19362877309322357 (0.2050277563976124) | > loss_0: 2.0916991233825684 (2.217278872150927) | > grad_norm_0: tensor(36.6220, device='cuda:0') (tensor(28.0365, device='cuda:0')) | > loss_gen: 2.8595035076141357 (2.760034613776952) | > loss_kl: 1.745370626449585 (1.7420250021386892) | > loss_feat: 8.399085998535156 (8.22676240187138) | > loss_mel: 13.373539924621582 (13.224478911608458) | > loss_duration: 1.6522762775421143 (1.6845630614552651) | > amp_scaler: 256.0 (256.99999999999983) | > loss_1: 28.02977752685547 (27.637863982468843) | > grad_norm_1: tensor(770.8491, device='cuda:0') (tensor(580.0139, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8365 (0.851137219928205) | > loader_time: 0.0099 (0.010019248351454735)  --> TIME: 2025-05-10 02:07:25 -- STEP: 562/725 -- GLOBAL_STEP: 196500 | > loss_disc: 2.1712019443511963 (2.2170406588455958) | > loss_disc_real_0: 0.15070202946662903 (0.1411306744713165) | > loss_disc_real_1: 0.16371919214725494 (0.19228265108374937) | > loss_disc_real_2: 0.19997331500053406 (0.18950333029986277) | > loss_disc_real_3: 0.24016299843788147 (0.20566715819767778) | > loss_disc_real_4: 0.21285690367221832 (0.19754927032676878) | > loss_disc_real_5: 0.1940123289823532 (0.20488358228019976) | > loss_0: 2.1712019443511963 (2.2170406588455958) | > grad_norm_0: tensor(22.8345, device='cuda:0') (tensor(28.0851, device='cuda:0')) | > loss_gen: 2.84249210357666 (2.7595859452074527) | > loss_kl: 1.5769902467727661 (1.7393721622080143) | > loss_feat: 8.902787208557129 (8.218358005068895) | > loss_mel: 12.983457565307617 (13.209106333315159) | > loss_duration: 1.6433615684509277 (1.6845236155486196) | > amp_scaler: 256.0 (256.91103202846944) | > loss_1: 27.949087142944336 (27.610946051166582) | > grad_norm_1: tensor(617.3315, device='cuda:0') (tensor(581.6888, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8975 (0.850489865418431) | > loader_time: 0.0105 (0.009994730830616801)  --> TIME: 2025-05-10 02:08:08 -- STEP: 612/725 -- GLOBAL_STEP: 196550 | > loss_disc: 2.173182249069214 (2.2168247440671607) | > loss_disc_real_0: 0.09211299568414688 (0.14162143116536885) | > loss_disc_real_1: 0.1836303025484085 (0.19221758484548207) | > loss_disc_real_2: 0.19487924873828888 (0.1894935541390593) | > loss_disc_real_3: 0.19852042198181152 (0.20559482980105617) | > loss_disc_real_4: 0.19461959600448608 (0.19753778942562397) | > loss_disc_real_5: 0.19436386227607727 (0.2047520537489381) | > loss_0: 2.173182249069214 (2.2168247440671607) | > grad_norm_0: tensor(19.8038, device='cuda:0') (tensor(28.3627, device='cuda:0')) | > loss_gen: 2.7517471313476562 (2.7621001753152563) | > loss_kl: 1.7369011640548706 (1.7411283022827573) | > loss_feat: 8.107115745544434 (8.234920393407725) | > loss_mel: 12.726777076721191 (13.235922814973815) | > loss_duration: 1.5851566791534424 (1.6838288564308022) | > amp_scaler: 256.0 (256.83660130718914) | > loss_1: 26.907697677612305 (27.657900520399505) | > grad_norm_1: tensor(524.4949, device='cuda:0') (tensor(582.5793, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8151 (0.8503881517578575) | > loader_time: 0.0088 (0.009973416531008063)  --> TIME: 2025-05-10 02:08:51 -- STEP: 662/725 -- GLOBAL_STEP: 196600 | > loss_disc: 2.3130061626434326 (2.2159616189060607) | > loss_disc_real_0: 0.1937980353832245 (0.1413492244468536) | > loss_disc_real_1: 0.1954883337020874 (0.19222661098774815) | > loss_disc_real_2: 0.2218058705329895 (0.18957053599851) | > loss_disc_real_3: 0.1982714831829071 (0.2056016169736033) | > loss_disc_real_4: 0.18264950811862946 (0.19748475674956226) | > loss_disc_real_5: 0.15526799857616425 (0.20433565370986126) | > loss_0: 2.3130061626434326 (2.2159616189060607) | > grad_norm_0: tensor(20.2355, device='cuda:0') (tensor(28.3796, device='cuda:0')) | > loss_gen: 2.7487034797668457 (2.7642591104046437) | > loss_kl: 1.94436514377594 (1.7423540461819698) | > loss_feat: 7.6355462074279785 (8.2363027539498) | > loss_mel: 13.080022811889648 (13.230019781164527) | > loss_duration: 1.6917707920074463 (1.6840456180342018) | > amp_scaler: 256.0 (256.7734138972809) | > loss_1: 27.10040855407715 (27.656981309735162) | > grad_norm_1: tensor(220.3915, device='cuda:0') (tensor(582.1949, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8785 (0.850035641848861) | > loader_time: 0.0103 (0.009941125564344698)  --> TIME: 2025-05-10 02:09:34 -- STEP: 712/725 -- GLOBAL_STEP: 196650 | > loss_disc: 2.222154378890991 (2.2161330602477105) | > loss_disc_real_0: 0.1234961599111557 (0.14127802516051235) | > loss_disc_real_1: 0.18073774874210358 (0.1922577920296553) | > loss_disc_real_2: 0.194840207695961 (0.18963130274682893) | > loss_disc_real_3: 0.19509655237197876 (0.20546591717205695) | > loss_disc_real_4: 0.179782897233963 (0.19763930711183655) | > loss_disc_real_5: 0.1957962065935135 (0.20442807743472347) | > loss_0: 2.222154378890991 (2.2161330602477105) | > grad_norm_0: tensor(13.9015, device='cuda:0') (tensor(28.1867, device='cuda:0')) | > loss_gen: 2.7553212642669678 (2.7621380124199235) | > loss_kl: 1.6449875831604004 (1.7433722752533602) | > loss_feat: 7.883404731750488 (8.223765654510316) | > loss_mel: 13.778057098388672 (13.214168683866431) | > loss_duration: 1.6893038749694824 (1.6834093683891085) | > amp_scaler: 256.0 (256.7191011235955) | > loss_1: 27.751075744628906 (27.626854001806024) | > grad_norm_1: tensor(556.9402, device='cuda:0') (tensor(581.5140, device='cuda:0')) | > current_lr_0: 0.00019489106261953815 | > current_lr_1: 0.00019489106261953815 | > step_time: 0.8425 (0.8501278982403575) | > loader_time: 0.01 (0.009940733735480997)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1367945671081543 (2.1367945671081543) | > loss_disc_real_0: 0.11304732412099838 (0.11304732412099838) | > loss_disc_real_1: 0.2023317664861679 (0.2023317664861679) | > loss_disc_real_2: 0.2210044264793396 (0.2210044264793396) | > loss_disc_real_3: 0.19973483681678772 (0.19973483681678772) | > loss_disc_real_4: 0.2600931227207184 (0.2600931227207184) | > loss_disc_real_5: 0.23891091346740723 (0.23891091346740723) | > loss_0: 2.1367945671081543 (2.1367945671081543) | > loss_gen: 2.962906837463379 (2.962906837463379) | > loss_kl: 2.2353439331054688 (2.2353439331054688) | > loss_feat: 8.470477104187012 (8.470477104187012) | > loss_mel: 14.528200149536133 (14.528200149536133) | > loss_duration: 1.6887444257736206 (1.6887444257736206) | > loss_1: 29.885669708251953 (29.885669708251953)  --> STEP: 1 | > loss_disc: 2.132702350616455 (2.132702350616455) | > loss_disc_real_0: 0.1015867069363594 (0.1015867069363594) | > loss_disc_real_1: 0.18836122751235962 (0.18836122751235962) | > loss_disc_real_2: 0.22809118032455444 (0.22809118032455444) | > loss_disc_real_3: 0.2071373462677002 (0.2071373462677002) | > loss_disc_real_4: 0.23226948082447052 (0.23226948082447052) | > loss_disc_real_5: 0.2597475051879883 (0.2597475051879883) | > loss_0: 2.132702350616455 (2.132702350616455) | > loss_gen: 2.9453046321868896 (2.9453046321868896) | > loss_kl: 2.017674207687378 (2.017674207687378) | > loss_feat: 8.408724784851074 (8.408724784851074) | > loss_mel: 14.91872787475586 (14.91872787475586) | > loss_duration: 1.7641680240631104 (1.7641680240631104) | > loss_1: 30.05459976196289 (30.05459976196289)  --> STEP: 2 | > loss_disc: 2.078233480453491 (2.105467915534973) | > loss_disc_real_0: 0.10711777210235596 (0.10435223951935768) | > loss_disc_real_1: 0.17577967047691345 (0.18207044899463654) | > loss_disc_real_2: 0.21257276833057404 (0.22033197432756424) | > loss_disc_real_3: 0.2267625331878662 (0.2169499397277832) | > loss_disc_real_4: 0.2369958609342575 (0.234632670879364) | > loss_disc_real_5: 0.22515176236629486 (0.24244963377714157) | > loss_0: 2.078233480453491 (2.105467915534973) | > loss_gen: 3.0005040168762207 (2.972904324531555) | > loss_kl: 1.9133626222610474 (1.9655184149742126) | > loss_feat: 9.80497932434082 (9.106852054595947) | > loss_mel: 15.42197322845459 (15.170350551605225) | > loss_duration: 1.825212836265564 (1.7946904301643372) | > loss_1: 31.966032028198242 (31.010315895080566)  --> STEP: 3 | > loss_disc: 2.1863176822662354 (2.132417837778727) | > loss_disc_real_0: 0.11135047674179077 (0.10668498526016872) | > loss_disc_real_1: 0.20480452477931976 (0.1896484742561976) | > loss_disc_real_2: 0.22175505757331848 (0.22080633540948233) | > loss_disc_real_3: 0.21165940165519714 (0.21518642703692117) | > loss_disc_real_4: 0.23950603604316711 (0.23625712593396506) | > loss_disc_real_5: 0.2674289345741272 (0.2507760673761368) | > loss_0: 2.1863176822662354 (2.132417837778727) | > loss_gen: 2.8625640869140625 (2.936124245325724) | > loss_kl: 1.8186321258544922 (1.9165563186009724) | > loss_feat: 7.338589668273926 (8.517431259155273) | > loss_mel: 13.171847343444824 (14.504182815551758) | > loss_duration: 1.796885371208191 (1.795422077178955) | > loss_1: 26.98851776123047 (29.669716517130535)  --> STEP: 4 | > loss_disc: 2.1372528076171875 (2.1336265802383423) | > loss_disc_real_0: 0.12195680290460587 (0.110502939671278) | > loss_disc_real_1: 0.22881147265434265 (0.19943922385573387) | > loss_disc_real_2: 0.19758515059947968 (0.21500103920698166) | > loss_disc_real_3: 0.1847028285264969 (0.2075655274093151) | > loss_disc_real_4: 0.25532248616218567 (0.2410234659910202) | > loss_disc_real_5: 0.22267740964889526 (0.2437514029443264) | > loss_0: 2.1372528076171875 (2.1336265802383423) | > loss_gen: 2.898242473602295 (2.926653802394867) | > loss_kl: 1.8172410726547241 (1.8917275071144104) | > loss_feat: 9.038975715637207 (8.647817373275757) | > loss_mel: 14.479622840881348 (14.498042821884155) | > loss_duration: 1.7351176738739014 (1.7803459763526917) | > loss_1: 29.96919822692871 (29.744586944580078) --> EVAL PERFORMANCE | > avg_loader_time: 0.27889716625213623 (-0.002190828323364258) | > avg_loss_disc: 2.1336265802383423 (-0.10877203941345215) | > avg_loss_disc_real_0: 0.110502939671278 (-0.08211186155676842) | > avg_loss_disc_real_1: 0.19943922385573387 (+0.017283044755458832) | > avg_loss_disc_real_2: 0.21500103920698166 (+0.008625626564025879) | > avg_loss_disc_real_3: 0.2075655274093151 (+0.046177927404642105) | > avg_loss_disc_real_4: 0.2410234659910202 (-0.02104521542787552) | > avg_loss_disc_real_5: 0.2437514029443264 (+0.040731269866228104) | > avg_loss_0: 2.1336265802383423 (-0.10877203941345215) | > avg_loss_gen: 2.926653802394867 (+0.01966005563735962) | > avg_loss_kl: 1.8917275071144104 (-0.11323374509811401) | > avg_loss_feat: 8.647817373275757 (-0.31665921211242676) | > avg_loss_mel: 14.498042821884155 (-0.37545275688171387) | > avg_loss_duration: 1.7803459763526917 (-0.019461452960968018) | > avg_loss_1: 29.744586944580078 (-0.8051471710205078)  > EPOCH: 208/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 02:09:52)   --> TIME: 2025-05-10 02:10:26 -- STEP: 37/725 -- GLOBAL_STEP: 196700 | > loss_disc: 2.3102645874023438 (2.2457441445943473) | > loss_disc_real_0: 0.13202179968357086 (0.14493099922263944) | > loss_disc_real_1: 0.1945687085390091 (0.1953554056786202) | > loss_disc_real_2: 0.19817189872264862 (0.19025064803458552) | > loss_disc_real_3: 0.19077962636947632 (0.20588411551875038) | > loss_disc_real_4: 0.20576345920562744 (0.19914237148052938) | > loss_disc_real_5: 0.2005215883255005 (0.20528523744763555) | > loss_0: 2.3102645874023438 (2.2457441445943473) | > grad_norm_0: tensor(27.8098, device='cuda:0') (tensor(26.2791, device='cuda:0')) | > loss_gen: 2.572613000869751 (2.710130465997232) | > loss_kl: 1.7263426780700684 (1.7851797438956596) | > loss_feat: 7.5167999267578125 (8.012838196110081) | > loss_mel: 11.806119918823242 (13.200601500433844) | > loss_duration: 1.674431562423706 (1.6812177445437457) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.296306610107422 (27.3899676348712) | > grad_norm_1: tensor(563.3327, device='cuda:0') (tensor(546.8755, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8483 (0.8477631001859098) | > loader_time: 0.0099 (0.010245052543846337)  --> TIME: 2025-05-10 02:11:09 -- STEP: 87/725 -- GLOBAL_STEP: 196750 | > loss_disc: 2.107658624649048 (2.2206555618636914) | > loss_disc_real_0: 0.1665792614221573 (0.142122753906524) | > loss_disc_real_1: 0.19281302392482758 (0.19309558676577163) | > loss_disc_real_2: 0.16652856767177582 (0.18909315251070877) | > loss_disc_real_3: 0.18675309419631958 (0.2057033057870536) | > loss_disc_real_4: 0.24355946481227875 (0.198040674643955) | > loss_disc_real_5: 0.18283021450042725 (0.20449988543987274) | > loss_0: 2.107658624649048 (2.2206555618636914) | > grad_norm_0: tensor(49.6744, device='cuda:0') (tensor(27.2858, device='cuda:0')) | > loss_gen: 3.097003221511841 (2.7522650669360975) | > loss_kl: 1.5693210363388062 (1.7527251791679996) | > loss_feat: 9.917202949523926 (8.186883981200468) | > loss_mel: 15.301691055297852 (13.231206137558509) | > loss_duration: 1.6535347700119019 (1.6820676148622886) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.538753509521484 (27.605148074270666) | > grad_norm_1: tensor(688.2590, device='cuda:0') (tensor(567.3591, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8289 (0.8486642207222423) | > loader_time: 0.0094 (0.010047638553312456)  --> TIME: 2025-05-10 02:11:52 -- STEP: 137/725 -- GLOBAL_STEP: 196800 | > loss_disc: 2.1463429927825928 (2.21290958014718) | > loss_disc_real_0: 0.15383380651474 (0.14070840843402554) | > loss_disc_real_1: 0.19662125408649445 (0.19260197551581112) | > loss_disc_real_2: 0.18220409750938416 (0.1885264415810578) | > loss_disc_real_3: 0.18731988966464996 (0.2052101036057855) | > loss_disc_real_4: 0.18412742018699646 (0.19831008513043397) | > loss_disc_real_5: 0.20255091786384583 (0.20279130883460497) | > loss_0: 2.1463429927825928 (2.21290958014718) | > grad_norm_0: tensor(46.6001, device='cuda:0') (tensor(27.8481, device='cuda:0')) | > loss_gen: 2.9418022632598877 (2.7700641572910496) | > loss_kl: 1.6737929582595825 (1.752289990439032) | > loss_feat: 9.24156665802002 (8.26915556148891) | > loss_mel: 13.32156753540039 (13.256854488901848) | > loss_duration: 1.6856465339660645 (1.6822667652673096) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.864376068115234 (27.73063104170082) | > grad_norm_1: tensor(609.6920, device='cuda:0') (tensor(584.7311, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8226 (0.8506094278210271) | > loader_time: 0.0091 (0.010002614807908553)  --> TIME: 2025-05-10 02:12:36 -- STEP: 187/725 -- GLOBAL_STEP: 196850 | > loss_disc: 2.2754344940185547 (2.2126893359709565) | > loss_disc_real_0: 0.17217637598514557 (0.13925918542286914) | > loss_disc_real_1: 0.20422686636447906 (0.19357408407856444) | > loss_disc_real_2: 0.19503119587898254 (0.18892362530537468) | > loss_disc_real_3: 0.1933065801858902 (0.20567607879638672) | > loss_disc_real_4: 0.17357487976551056 (0.19781253387265027) | > loss_disc_real_5: 0.22784964740276337 (0.20306928918004677) | > loss_0: 2.2754344940185547 (2.2126893359709565) | > grad_norm_0: tensor(39.9665, device='cuda:0') (tensor(27.6672, device='cuda:0')) | > loss_gen: 2.6265735626220703 (2.7674701201087006) | > loss_kl: 1.7659043073654175 (1.7402263331540766) | > loss_feat: 8.229188919067383 (8.261938079793183) | > loss_mel: 12.942310333251953 (13.23659242028221) | > loss_duration: 1.6998536586761475 (1.6836625866711459) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.263832092285156 (27.689889561046254) | > grad_norm_1: tensor(677.6859, device='cuda:0') (tensor(594.6844, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8551 (0.8504383500247078) | > loader_time: 0.0103 (0.009990989205671501)  --> TIME: 2025-05-10 02:13:19 -- STEP: 237/725 -- GLOBAL_STEP: 196900 | > loss_disc: 2.045616626739502 (2.2121962092596776) | > loss_disc_real_0: 0.11018284410238266 (0.1398131667876041) | > loss_disc_real_1: 0.17543141543865204 (0.1936843539214839) | > loss_disc_real_2: 0.18855099380016327 (0.18898228603073314) | > loss_disc_real_3: 0.18964099884033203 (0.2053994960800002) | > loss_disc_real_4: 0.17302748560905457 (0.19779764134672623) | > loss_disc_real_5: 0.1991439312696457 (0.20343981991337323) | > loss_0: 2.045616626739502 (2.2121962092596776) | > grad_norm_0: tensor(29.6444, device='cuda:0') (tensor(28.3419, device='cuda:0')) | > loss_gen: 2.8796560764312744 (2.77063079926535) | > loss_kl: 2.014467716217041 (1.7434991940164364) | > loss_feat: 9.097618103027344 (8.2725396015473) | > loss_mel: 14.521751403808594 (13.254720011843911) | > loss_duration: 1.6683435440063477 (1.6831934291099193) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.181835174560547 (27.72458309865702) | > grad_norm_1: tensor(613.8231, device='cuda:0') (tensor(596.1015, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.816 (0.8514880379544029) | > loader_time: 0.0088 (0.009948562469160507)  --> TIME: 2025-05-10 02:14:02 -- STEP: 287/725 -- GLOBAL_STEP: 196950 | > loss_disc: 2.3145639896392822 (2.2153621060507653) | > loss_disc_real_0: 0.12369794398546219 (0.1400428629295335) | > loss_disc_real_1: 0.20313957333564758 (0.1937122072388486) | > loss_disc_real_2: 0.19183923304080963 (0.18982952360699817) | > loss_disc_real_3: 0.19472838938236237 (0.20564271156588493) | > loss_disc_real_4: 0.18276740610599518 (0.19774950049064716) | > loss_disc_real_5: 0.2449345886707306 (0.20337704005764753) | > loss_0: 2.3145639896392822 (2.2153621060507653) | > grad_norm_0: tensor(29.4674, device='cuda:0') (tensor(28.0591, device='cuda:0')) | > loss_gen: 2.648055076599121 (2.76467629259887) | > loss_kl: 1.8009700775146484 (1.7360767196695148) | > loss_feat: 7.409163475036621 (8.23541494196715) | > loss_mel: 12.094531059265137 (13.222782171561741) | > loss_duration: 1.7174136638641357 (1.683818545906386) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.670133590698242 (27.64276874023863) | > grad_norm_1: tensor(858.4897, device='cuda:0') (tensor(595.3899, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8061 (0.8507082179863694) | > loader_time: 0.0098 (0.010015817469420749)  --> TIME: 2025-05-10 02:14:46 -- STEP: 337/725 -- GLOBAL_STEP: 197000 | > loss_disc: 2.168804407119751 (2.210117324523473) | > loss_disc_real_0: 0.09923981130123138 (0.13948644118422207) | > loss_disc_real_1: 0.1919257640838623 (0.19311996454301142) | > loss_disc_real_2: 0.15939587354660034 (0.18944830608827773) | > loss_disc_real_3: 0.22630080580711365 (0.20521161994877476) | > loss_disc_real_4: 0.21617673337459564 (0.19755706093785316) | > loss_disc_real_5: 0.19949555397033691 (0.2030735920550915) | > loss_0: 2.168804407119751 (2.210117324523473) | > grad_norm_0: tensor(26.4760, device='cuda:0') (tensor(27.7019, device='cuda:0')) | > loss_gen: 2.7695693969726562 (2.769878067673137) | > loss_kl: 1.7672119140625 (1.7286973477117389) | > loss_feat: 8.841658592224121 (8.267673492431635) | > loss_mel: 13.943716049194336 (13.252341977920306) | > loss_duration: 1.6639442443847656 (1.6830992412142647) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.986099243164062 (27.701690164447186) | > grad_norm_1: tensor(845.3677, device='cuda:0') (tensor(597.7888, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8869 (0.8511887976253069) | > loader_time: 0.0125 (0.00997738951391565) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_197000.pth  --> TIME: 2025-05-10 02:15:31 -- STEP: 387/725 -- GLOBAL_STEP: 197050 | > loss_disc: 2.367781162261963 (2.208786329249697) | > loss_disc_real_0: 0.1111944392323494 (0.13933698871493033) | > loss_disc_real_1: 0.24860697984695435 (0.19303164278814028) | > loss_disc_real_2: 0.1930369883775711 (0.18971733413925462) | > loss_disc_real_3: 0.21180744469165802 (0.20496448647298238) | > loss_disc_real_4: 0.18571601808071136 (0.19728743691161005) | > loss_disc_real_5: 0.21336579322814941 (0.20311742662921434) | > loss_0: 2.367781162261963 (2.208786329249697) | > grad_norm_0: tensor(18.7751, device='cuda:0') (tensor(28.0346, device='cuda:0')) | > loss_gen: 2.5254576206207275 (2.7724773846855473) | > loss_kl: 1.6588969230651855 (1.7317755653568636) | > loss_feat: 6.506342887878418 (8.285972145484694) | > loss_mel: 11.735773086547852 (13.27357814847961) | > loss_duration: 1.7594674825668335 (1.683178328420456) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.185937881469727 (27.7469816281814) | > grad_norm_1: tensor(626.3514, device='cuda:0') (tensor(596.5430, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8424 (0.8501396856874767) | > loader_time: 0.0104 (0.00998476186155964)  --> TIME: 2025-05-10 02:16:13 -- STEP: 437/725 -- GLOBAL_STEP: 197100 | > loss_disc: 2.1880037784576416 (2.2057403514259764) | > loss_disc_real_0: 0.1224338486790657 (0.1398337424074213) | > loss_disc_real_1: 0.17710581421852112 (0.19287973188835636) | > loss_disc_real_2: 0.19582732021808624 (0.18933798505730703) | > loss_disc_real_3: 0.22959917783737183 (0.2049393520543449) | > loss_disc_real_4: 0.20394544303417206 (0.19722914729838514) | > loss_disc_real_5: 0.23039743304252625 (0.20259276155203376) | > loss_0: 2.1880037784576416 (2.2057403514259764) | > grad_norm_0: tensor(32.9279, device='cuda:0') (tensor(28.4290, device='cuda:0')) | > loss_gen: 2.655761241912842 (2.778842764533631) | > loss_kl: 1.8610970973968506 (1.7313615113701375) | > loss_feat: 8.533801078796387 (8.3132953774738) | > loss_mel: 13.364680290222168 (13.295735605794178) | > loss_duration: 1.6546220779418945 (1.6831349712760275) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.069961547851562 (27.802370302737167) | > grad_norm_1: tensor(563.9237, device='cuda:0') (tensor(598.6445, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8786 (0.8485364804824376) | > loader_time: 0.0098 (0.009986765051870097)  --> TIME: 2025-05-10 02:16:57 -- STEP: 487/725 -- GLOBAL_STEP: 197150 | > loss_disc: 2.4033403396606445 (2.20773616659568) | > loss_disc_real_0: 0.1741330623626709 (0.13980208966093147) | > loss_disc_real_1: 0.20387576520442963 (0.19310734502099128) | > loss_disc_real_2: 0.20579670369625092 (0.18925548738033127) | > loss_disc_real_3: 0.22715799510478973 (0.2050330069459194) | > loss_disc_real_4: 0.19755472242832184 (0.19703817575619206) | > loss_disc_real_5: 0.22017456591129303 (0.20291546935663085) | > loss_0: 2.4033403396606445 (2.20773616659568) | > grad_norm_0: tensor(20.9166, device='cuda:0') (tensor(28.5051, device='cuda:0')) | > loss_gen: 2.4355828762054443 (2.7762691896309364) | > loss_kl: 1.6969316005706787 (1.7301227096659448) | > loss_feat: 6.07975435256958 (8.287496973112123) | > loss_mel: 11.019381523132324 (13.281017276051108) | > loss_duration: 1.6780343055725098 (1.6836092518585168) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.909683227539062 (27.75851545784263) | > grad_norm_1: tensor(173.3543, device='cuda:0') (tensor(592.5705, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8191 (0.849089742441197) | > loader_time: 0.0096 (0.010020096444006563)  --> TIME: 2025-05-10 02:17:40 -- STEP: 537/725 -- GLOBAL_STEP: 197200 | > loss_disc: 2.2547433376312256 (2.2078068704800473) | > loss_disc_real_0: 0.1575918346643448 (0.13955285569420522) | > loss_disc_real_1: 0.18336257338523865 (0.19307607190347023) | > loss_disc_real_2: 0.21658797562122345 (0.18921149007323954) | > loss_disc_real_3: 0.2183813750743866 (0.20491161803737473) | > loss_disc_real_4: 0.19582252204418182 (0.19716575328309224) | > loss_disc_real_5: 0.21669931709766388 (0.20299538076478899) | > loss_0: 2.2547433376312256 (2.2078068704800473) | > grad_norm_0: tensor(40.8068, device='cuda:0') (tensor(28.2055, device='cuda:0')) | > loss_gen: 2.8940327167510986 (2.7745895989558336) | > loss_kl: 1.502120018005371 (1.726595213959337) | > loss_feat: 8.800808906555176 (8.282922728767598) | > loss_mel: 13.291116714477539 (13.270239554747969) | > loss_duration: 1.722569227218628 (1.6842718608330522) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.210647583007812 (27.73861901409356) | > grad_norm_1: tensor(794.7112, device='cuda:0') (tensor(594.6671, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8506 (0.8486662257317058) | > loader_time: 0.0095 (0.009999334257186226)  --> TIME: 2025-05-10 02:18:23 -- STEP: 587/725 -- GLOBAL_STEP: 197250 | > loss_disc: 2.162219285964966 (2.2065892044892754) | > loss_disc_real_0: 0.10484983026981354 (0.13985295895823419) | > loss_disc_real_1: 0.23030976951122284 (0.1928967869566084) | > loss_disc_real_2: 0.18160292506217957 (0.18903170792573148) | > loss_disc_real_3: 0.22045870125293732 (0.2049869737338777) | > loss_disc_real_4: 0.213761568069458 (0.19688937413225388) | > loss_disc_real_5: 0.20827169716358185 (0.20275461749892423) | > loss_0: 2.162219285964966 (2.2065892044892754) | > grad_norm_0: tensor(27.4490, device='cuda:0') (tensor(28.2336, device='cuda:0')) | > loss_gen: 2.9388797283172607 (2.7774241847926944) | > loss_kl: 1.8061827421188354 (1.7279231773730637) | > loss_feat: 8.682273864746094 (8.286687478093098) | > loss_mel: 13.44342041015625 (13.26938179607489) | > loss_duration: 1.6699641942977905 (1.6841480193796103) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.540719985961914 (27.745564693080524) | > grad_norm_1: tensor(891.8880, device='cuda:0') (tensor(598.3007, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8514 (0.8487294597560748) | > loader_time: 0.0096 (0.009996536846258357)  --> TIME: 2025-05-10 02:19:06 -- STEP: 637/725 -- GLOBAL_STEP: 197300 | > loss_disc: 2.1484360694885254 (2.2052611116337477) | > loss_disc_real_0: 0.14995235204696655 (0.13944770571201145) | > loss_disc_real_1: 0.1702646166086197 (0.1927322433498253) | > loss_disc_real_2: 0.15769724547863007 (0.18895644255953273) | > loss_disc_real_3: 0.2384900152683258 (0.2050172550899081) | > loss_disc_real_4: 0.17234653234481812 (0.1968497621068027) | > loss_disc_real_5: 0.2276284098625183 (0.2029685106485193) | > loss_0: 2.1484360694885254 (2.2052611116337477) | > grad_norm_0: tensor(38.0470, device='cuda:0') (tensor(28.1971, device='cuda:0')) | > loss_gen: 2.9374685287475586 (2.7795793755649583) | > loss_kl: 1.8250770568847656 (1.7285234480862337) | > loss_feat: 8.984137535095215 (8.302877628260527) | > loss_mel: 13.669137954711914 (13.284977282609445) | > loss_duration: 1.6519644260406494 (1.6840267615565325) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.067785263061523 (27.779984526581835) | > grad_norm_1: tensor(339.5373, device='cuda:0') (tensor(600.7542, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8355 (0.8487978382050713) | > loader_time: 0.0098 (0.009970024204703285)  --> TIME: 2025-05-10 02:19:49 -- STEP: 687/725 -- GLOBAL_STEP: 197350 | > loss_disc: 2.100419521331787 (2.206375596998737) | > loss_disc_real_0: 0.11789942532777786 (0.13981780826264584) | > loss_disc_real_1: 0.1770518273115158 (0.192805708213838) | > loss_disc_real_2: 0.20334719121456146 (0.18893582340237713) | > loss_disc_real_3: 0.17728064954280853 (0.20505694047245573) | > loss_disc_real_4: 0.17254984378814697 (0.19681153165547954) | > loss_disc_real_5: 0.2159954309463501 (0.20294266563922905) | > loss_0: 2.100419521331787 (2.206375596998737) | > grad_norm_0: tensor(19.7913, device='cuda:0') (tensor(28.5285, device='cuda:0')) | > loss_gen: 2.9710934162139893 (2.778565917646692) | > loss_kl: 1.6793582439422607 (1.727881556688611) | > loss_feat: 8.838939666748047 (8.301874251691872) | > loss_mel: 13.997278213500977 (13.287520762614287) | > loss_duration: 1.7015776634216309 (1.684229945511797) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.188247680664062 (27.780072460702083) | > grad_norm_1: tensor(591.1967, device='cuda:0') (tensor(598.0207, device='cuda:0')) | > current_lr_0: 0.0001948667012367107 | > current_lr_1: 0.0001948667012367107 | > step_time: 0.8492 (0.8485674684571736) | > loader_time: 0.01 (0.009955111896453815)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.288238286972046 (2.288238286972046) | > loss_disc_real_0: 0.13904155790805817 (0.13904155790805817) | > loss_disc_real_1: 0.21873462200164795 (0.21873462200164795) | > loss_disc_real_2: 0.21804757416248322 (0.21804757416248322) | > loss_disc_real_3: 0.21581493318080902 (0.21581493318080902) | > loss_disc_real_4: 0.2607754170894623 (0.2607754170894623) | > loss_disc_real_5: 0.23060931265354156 (0.23060931265354156) | > loss_0: 2.288238286972046 (2.288238286972046) | > loss_gen: 2.7993226051330566 (2.7993226051330566) | > loss_kl: 2.141183614730835 (2.141183614730835) | > loss_feat: 8.94931411743164 (8.94931411743164) | > loss_mel: 13.963438034057617 (13.963438034057617) | > loss_duration: 1.7012391090393066 (1.7012391090393066) | > loss_1: 29.55449676513672 (29.55449676513672)  --> STEP: 1 | > loss_disc: 2.2658846378326416 (2.2658846378326416) | > loss_disc_real_0: 0.14272046089172363 (0.14272046089172363) | > loss_disc_real_1: 0.21712973713874817 (0.21712973713874817) | > loss_disc_real_2: 0.2316162884235382 (0.2316162884235382) | > loss_disc_real_3: 0.1880028247833252 (0.1880028247833252) | > loss_disc_real_4: 0.24128204584121704 (0.24128204584121704) | > loss_disc_real_5: 0.21852262318134308 (0.21852262318134308) | > loss_0: 2.2658846378326416 (2.2658846378326416) | > loss_gen: 2.777261734008789 (2.777261734008789) | > loss_kl: 2.0874807834625244 (2.0874807834625244) | > loss_feat: 8.775077819824219 (8.775077819824219) | > loss_mel: 14.550219535827637 (14.550219535827637) | > loss_duration: 1.8049025535583496 (1.8049025535583496) | > loss_1: 29.99494171142578 (29.99494171142578)  --> STEP: 2 | > loss_disc: 2.4826526641845703 (2.374268651008606) | > loss_disc_real_0: 0.16604703664779663 (0.15438374876976013) | > loss_disc_real_1: 0.22295299172401428 (0.22004136443138123) | > loss_disc_real_2: 0.23283334076404572 (0.23222481459379196) | > loss_disc_real_3: 0.2300533503293991 (0.20902808755636215) | > loss_disc_real_4: 0.24737973511219025 (0.24433089047670364) | > loss_disc_real_5: 0.2639067769050598 (0.24121470004320145) | > loss_0: 2.4826526641845703 (2.374268651008606) | > loss_gen: 2.471667528152466 (2.6244646310806274) | > loss_kl: 1.9520657062530518 (2.019773244857788) | > loss_feat: 6.886375427246094 (7.830726623535156) | > loss_mel: 12.585723876953125 (13.56797170639038) | > loss_duration: 1.8267900943756104 (1.81584632396698) | > loss_1: 25.72262191772461 (27.858781814575195)  --> STEP: 3 | > loss_disc: 2.269834518432617 (2.3394572734832764) | > loss_disc_real_0: 0.14833121001720428 (0.15236623585224152) | > loss_disc_real_1: 0.23092329502105713 (0.22366867462793985) | > loss_disc_real_2: 0.23995211720466614 (0.23480058213075003) | > loss_disc_real_3: 0.2045237272977829 (0.20752663413683572) | > loss_disc_real_4: 0.2425786256790161 (0.2437468022108078) | > loss_disc_real_5: 0.2408929318189621 (0.241107443968455) | > loss_0: 2.269834518432617 (2.3394572734832764) | > loss_gen: 2.9101879596710205 (2.7197057406107583) | > loss_kl: 2.0012009143829346 (2.013582468032837) | > loss_feat: 8.100225448608398 (7.920559565226237) | > loss_mel: 14.265089988708496 (13.800344467163086) | > loss_duration: 1.7989275455474854 (1.8102067311604817) | > loss_1: 29.075632095336914 (28.2643985748291)  --> STEP: 4 | > loss_disc: 2.3802688121795654 (2.3496601581573486) | > loss_disc_real_0: 0.12559619545936584 (0.1456737257540226) | > loss_disc_real_1: 0.22631610929965973 (0.22433053329586983) | > loss_disc_real_2: 0.2265782356262207 (0.2327449955046177) | > loss_disc_real_3: 0.2129974514245987 (0.20889433845877647) | > loss_disc_real_4: 0.2682162821292877 (0.24986417219042778) | > loss_disc_real_5: 0.23038449883460999 (0.23842670768499374) | > loss_0: 2.3802688121795654 (2.3496601581573486) | > loss_gen: 2.580152750015259 (2.6848174929618835) | > loss_kl: 1.9321688413619995 (1.9932290613651276) | > loss_feat: 8.04194450378418 (7.950905799865723) | > loss_mel: 13.10561752319336 (13.626662731170654) | > loss_duration: 1.7413148880004883 (1.7929837703704834) | > loss_1: 27.401199340820312 (28.048598766326904) --> EVAL PERFORMANCE | > avg_loader_time: 0.2806215286254883 (+0.0017243623733520508) | > avg_loss_disc: 2.3496601581573486 (+0.21603357791900635) | > avg_loss_disc_real_0: 0.1456737257540226 (+0.0351707860827446) | > avg_loss_disc_real_1: 0.22433053329586983 (+0.024891309440135956) | > avg_loss_disc_real_2: 0.2327449955046177 (+0.017743956297636032) | > avg_loss_disc_real_3: 0.20889433845877647 (+0.0013288110494613647) | > avg_loss_disc_real_4: 0.24986417219042778 (+0.008840706199407578) | > avg_loss_disc_real_5: 0.23842670768499374 (-0.005324695259332657) | > avg_loss_0: 2.3496601581573486 (+0.21603357791900635) | > avg_loss_gen: 2.6848174929618835 (-0.2418363094329834) | > avg_loss_kl: 1.9932290613651276 (+0.10150155425071716) | > avg_loss_feat: 7.950905799865723 (-0.6969115734100342) | > avg_loss_mel: 13.626662731170654 (-0.871380090713501) | > avg_loss_duration: 1.7929837703704834 (+0.012637794017791748) | > avg_loss_1: 28.048598766326904 (-1.6959881782531738)  > EPOCH: 209/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 02:20:28)   --> TIME: 2025-05-10 02:20:41 -- STEP: 12/725 -- GLOBAL_STEP: 197400 | > loss_disc: 2.243194580078125 (2.286593814690908) | > loss_disc_real_0: 0.15305456519126892 (0.1487896746645371) | > loss_disc_real_1: 0.19938482344150543 (0.20061520983775458) | > loss_disc_real_2: 0.22494414448738098 (0.19945643842220306) | > loss_disc_real_3: 0.1898145079612732 (0.21173863857984543) | > loss_disc_real_4: 0.19403821229934692 (0.2018070394794146) | > loss_disc_real_5: 0.23695982992649078 (0.2142911640306314) | > loss_0: 2.243194580078125 (2.286593814690908) | > grad_norm_0: tensor(21.8781, device='cuda:0') (tensor(27.4170, device='cuda:0')) | > loss_gen: 2.647913694381714 (2.6657463709513345) | > loss_kl: 1.738897681236267 (1.7990700801213582) | > loss_feat: 7.616222858428955 (7.865827163060506) | > loss_mel: 12.578887939453125 (13.30519445737203) | > loss_duration: 1.7196632623672485 (1.692418207724889) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.301586151123047 (27.328256766001385) | > grad_norm_1: tensor(601.3621, device='cuda:0') (tensor(595.7983, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8409 (0.8768878181775411) | > loader_time: 0.01 (0.00981593132019043)  --> TIME: 2025-05-10 02:21:24 -- STEP: 62/725 -- GLOBAL_STEP: 197450 | > loss_disc: 2.3622426986694336 (2.227954752983587) | > loss_disc_real_0: 0.1568690836429596 (0.14088597581271203) | > loss_disc_real_1: 0.20144037902355194 (0.1956724406730744) | > loss_disc_real_2: 0.21715019643306732 (0.1914011759142722) | > loss_disc_real_3: 0.22227677702903748 (0.2065575476134977) | > loss_disc_real_4: 0.18326841294765472 (0.19776022626507667) | > loss_disc_real_5: 0.23658646643161774 (0.2059406364156354) | > loss_0: 2.3622426986694336 (2.227954752983587) | > grad_norm_0: tensor(41.2191, device='cuda:0') (tensor(28.7505, device='cuda:0')) | > loss_gen: 2.603663206100464 (2.753664501251713) | > loss_kl: 1.5547115802764893 (1.7579711656416617) | > loss_feat: 7.465119361877441 (8.195194482803343) | > loss_mel: 12.328099250793457 (13.209691401450865) | > loss_duration: 1.7291276454925537 (1.6848303733333465) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.680721282958984 (27.601352107140325) | > grad_norm_1: tensor(664.5275, device='cuda:0') (tensor(583.4797, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8422 (0.8552869865971227) | > loader_time: 0.0095 (0.010261893272399906)  --> TIME: 2025-05-10 02:22:07 -- STEP: 112/725 -- GLOBAL_STEP: 197500 | > loss_disc: 2.151841640472412 (2.21924389260156) | > loss_disc_real_0: 0.17745232582092285 (0.1414015418184655) | > loss_disc_real_1: 0.21814191341400146 (0.19489885201411594) | > loss_disc_real_2: 0.182602658867836 (0.1908594099804759) | > loss_disc_real_3: 0.19830895960330963 (0.20677974593958684) | > loss_disc_real_4: 0.1628660261631012 (0.19790933294487853) | > loss_disc_real_5: 0.19243215024471283 (0.20286849606782198) | > loss_0: 2.151841640472412 (2.21924389260156) | > grad_norm_0: tensor(34.5583, device='cuda:0') (tensor(28.6853, device='cuda:0')) | > loss_gen: 2.835543394088745 (2.7638910795961107) | > loss_kl: 1.692958116531372 (1.7423211634159088) | > loss_feat: 8.378035545349121 (8.219399324485229) | > loss_mel: 13.003384590148926 (13.255957186222076) | > loss_duration: 1.6970616579055786 (1.6904180305344718) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.606983184814453 (27.671986733164108) | > grad_norm_1: tensor(713.2454, device='cuda:0') (tensor(587.6533, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8163 (0.8537403025797435) | > loader_time: 0.0098 (0.010153968419347488)  --> TIME: 2025-05-10 02:22:50 -- STEP: 162/725 -- GLOBAL_STEP: 197550 | > loss_disc: 2.334681272506714 (2.211818586161108) | > loss_disc_real_0: 0.14174027740955353 (0.13932004295013573) | > loss_disc_real_1: 0.21311095356941223 (0.19379909097412487) | > loss_disc_real_2: 0.202632874250412 (0.19024613536434404) | > loss_disc_real_3: 0.2300858199596405 (0.2064599830795218) | > loss_disc_real_4: 0.21565774083137512 (0.19779691863575105) | > loss_disc_real_5: 0.22239269316196442 (0.20292638150262243) | > loss_0: 2.334681272506714 (2.211818586161108) | > grad_norm_0: tensor(13.3254, device='cuda:0') (tensor(28.2881, device='cuda:0')) | > loss_gen: 2.5405259132385254 (2.7680420978569695) | > loss_kl: 1.755291223526001 (1.7448749152230627) | > loss_feat: 6.907661437988281 (8.260718177866046) | > loss_mel: 10.942809104919434 (13.239533930648992) | > loss_duration: 1.6448948383331299 (1.6895267853030451) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.791183471679688 (27.70269587010513) | > grad_norm_1: tensor(503.2335, device='cuda:0') (tensor(589.6589, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.847 (0.8515591798005281) | > loader_time: 0.0107 (0.010108369368093985)  --> TIME: 2025-05-10 02:23:34 -- STEP: 212/725 -- GLOBAL_STEP: 197600 | > loss_disc: 2.3091471195220947 (2.209757030572534) | > loss_disc_real_0: 0.18096603453159332 (0.13870120041494105) | > loss_disc_real_1: 0.20632311701774597 (0.19323351571582398) | > loss_disc_real_2: 0.19068044424057007 (0.19034575059447645) | > loss_disc_real_3: 0.23385591804981232 (0.20653209413559934) | > loss_disc_real_4: 0.217405304312706 (0.19775156571336516) | > loss_disc_real_5: 0.2212897092103958 (0.20231177974140868) | > loss_0: 2.3091471195220947 (2.209757030572534) | > grad_norm_0: tensor(22.3740, device='cuda:0') (tensor(29.1112, device='cuda:0')) | > loss_gen: 2.6956827640533447 (2.776470095481513) | > loss_kl: 1.887934923171997 (1.7369552473976928) | > loss_feat: 7.493560791015625 (8.289305740932251) | > loss_mel: 12.578988075256348 (13.281714488875192) | > loss_duration: 1.6948058605194092 (1.6889211136215139) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.350971221923828 (27.773366640198905) | > grad_norm_1: tensor(630.7169, device='cuda:0') (tensor(601.3798, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8529 (0.8518064100787325) | > loader_time: 0.0103 (0.01010336628500021)  --> TIME: 2025-05-10 02:24:17 -- STEP: 262/725 -- GLOBAL_STEP: 197650 | > loss_disc: 2.1897101402282715 (2.2122810109881073) | > loss_disc_real_0: 0.15096567571163177 (0.14016464929885536) | > loss_disc_real_1: 0.20624838769435883 (0.1928998618066766) | > loss_disc_real_2: 0.20355015993118286 (0.18984814864078547) | > loss_disc_real_3: 0.20743247866630554 (0.20651399116707214) | > loss_disc_real_4: 0.18996019661426544 (0.19814840016019256) | > loss_disc_real_5: 0.2079000025987625 (0.20212585678082387) | > loss_0: 2.1897101402282715 (2.2122810109881073) | > grad_norm_0: tensor(44.7233, device='cuda:0') (tensor(29.4777, device='cuda:0')) | > loss_gen: 2.754256248474121 (2.775013857215416) | > loss_kl: 1.8399388790130615 (1.7461281500699866) | > loss_feat: 7.924546241760254 (8.273929554087516) | > loss_mel: 13.227638244628906 (13.273678557563374) | > loss_duration: 1.6713277101516724 (1.6892942376719176) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.417707443237305 (27.75804432293841) | > grad_norm_1: tensor(815.9898, device='cuda:0') (tensor(603.2720, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8866 (0.8502787697406216) | > loader_time: 0.0107 (0.010089158101846248)  --> TIME: 2025-05-10 02:25:00 -- STEP: 312/725 -- GLOBAL_STEP: 197700 | > loss_disc: 2.184382677078247 (2.2128511052101127) | > loss_disc_real_0: 0.11551914364099503 (0.14005721515665465) | > loss_disc_real_1: 0.18366163969039917 (0.19266917938605324) | > loss_disc_real_2: 0.18188223242759705 (0.18982976426680875) | > loss_disc_real_3: 0.23790660500526428 (0.2063775856812031) | > loss_disc_real_4: 0.2052546888589859 (0.19816756558914986) | > loss_disc_real_5: 0.2488245815038681 (0.20293552356843764) | > loss_0: 2.184382677078247 (2.2128511052101127) | > grad_norm_0: tensor(19.7178, device='cuda:0') (tensor(28.9922, device='cuda:0')) | > loss_gen: 2.738409996032715 (2.7698423847174034) | > loss_kl: 1.7723782062530518 (1.7426665448225462) | > loss_feat: 8.180130958557129 (8.240362795499651) | > loss_mel: 12.645029067993164 (13.24585367166079) | > loss_duration: 1.6918354034423828 (1.6882036164020884) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.02778434753418 (27.68692898750305) | > grad_norm_1: tensor(643.3549, device='cuda:0') (tensor(594.9905, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8444 (0.8497009911598301) | > loader_time: 0.0113 (0.010083633355605297)  --> TIME: 2025-05-10 02:25:43 -- STEP: 362/725 -- GLOBAL_STEP: 197750 | > loss_disc: 2.0695409774780273 (2.212952633259709) | > loss_disc_real_0: 0.127712219953537 (0.14073206076799857) | > loss_disc_real_1: 0.16461560130119324 (0.19239315600520332) | > loss_disc_real_2: 0.18605835735797882 (0.18966856281895655) | > loss_disc_real_3: 0.2028442770242691 (0.20628143945780908) | > loss_disc_real_4: 0.19477306306362152 (0.19818534525059867) | > loss_disc_real_5: 0.20429520308971405 (0.20256614298122363) | > loss_0: 2.0695409774780273 (2.212952633259709) | > grad_norm_0: tensor(30.1432, device='cuda:0') (tensor(28.9677, device='cuda:0')) | > loss_gen: 3.052434206008911 (2.7717993654598856) | > loss_kl: 1.757386326789856 (1.744490911618122) | > loss_feat: 9.330488204956055 (8.253956201985394) | > loss_mel: 15.624614715576172 (13.266550701626098) | > loss_duration: 1.6361949443817139 (1.687030213313867) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.401119232177734 (27.72382738840514) | > grad_norm_1: tensor(507.3705, device='cuda:0') (tensor(590.7261, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8433 (0.8501459142779776) | > loader_time: 0.0095 (0.010058165255172467)  --> TIME: 2025-05-10 02:26:26 -- STEP: 412/725 -- GLOBAL_STEP: 197800 | > loss_disc: 2.103764057159424 (2.21023453641864) | > loss_disc_real_0: 0.07013334333896637 (0.14045000340319394) | > loss_disc_real_1: 0.19220566749572754 (0.19228968519753617) | > loss_disc_real_2: 0.19291038811206818 (0.18940087509097397) | > loss_disc_real_3: 0.2264506071805954 (0.20604677422388087) | > loss_disc_real_4: 0.17531532049179077 (0.19780504555233477) | > loss_disc_real_5: 0.19302217662334442 (0.2027551727821526) | > loss_0: 2.103764057159424 (2.21023453641864) | > grad_norm_0: tensor(22.4735, device='cuda:0') (tensor(28.6127, device='cuda:0')) | > loss_gen: 2.8016083240509033 (2.7735757121762035) | > loss_kl: 1.7170401811599731 (1.7372981665782559) | > loss_feat: 9.212629318237305 (8.262785536571611) | > loss_mel: 14.494247436523438 (13.26520485785401) | > loss_duration: 1.6899068355560303 (1.6875170417202332) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.91543197631836 (27.726381301879883) | > grad_norm_1: tensor(546.4788, device='cuda:0') (tensor(592.7634, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8626 (0.8499333800621401) | > loader_time: 0.0098 (0.01002245447010669)  --> TIME: 2025-05-10 02:27:09 -- STEP: 462/725 -- GLOBAL_STEP: 197850 | > loss_disc: 2.1475281715393066 (2.2102055118713557) | > loss_disc_real_0: 0.17095007002353668 (0.14068157837052897) | > loss_disc_real_1: 0.18878966569900513 (0.19248664998388904) | > loss_disc_real_2: 0.20568138360977173 (0.18926700881936329) | > loss_disc_real_3: 0.2319386899471283 (0.20573157917111468) | > loss_disc_real_4: 0.15725433826446533 (0.19724894340807228) | > loss_disc_real_5: 0.14932213723659515 (0.2031151827150609) | > loss_0: 2.1475281715393066 (2.2102055118713557) | > grad_norm_0: tensor(11.7503, device='cuda:0') (tensor(28.0687, device='cuda:0')) | > loss_gen: 2.837453603744507 (2.7713502392624374) | > loss_kl: 1.9140149354934692 (1.73726022191894) | > loss_feat: 8.746217727661133 (8.264455871664602) | > loss_mel: 14.003533363342285 (13.261142319931096) | > loss_duration: 1.7184717655181885 (1.6873555371771645) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.219690322875977 (27.721564185567747) | > grad_norm_1: tensor(391.9515, device='cuda:0') (tensor(579.3767, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8032 (0.8487963547438253) | > loader_time: 0.0095 (0.009974360466003411)  --> TIME: 2025-05-10 02:27:52 -- STEP: 512/725 -- GLOBAL_STEP: 197900 | > loss_disc: 2.2347049713134766 (2.210228108102457) | > loss_disc_real_0: 0.16386215388774872 (0.14042973141476991) | > loss_disc_real_1: 0.14962729811668396 (0.19232143700355658) | > loss_disc_real_2: 0.1818116307258606 (0.18943273765034968) | > loss_disc_real_3: 0.23626720905303955 (0.2055283333756961) | > loss_disc_real_4: 0.23289547860622406 (0.19747364093200306) | > loss_disc_real_5: 0.21746060252189636 (0.20340133126592264) | > loss_0: 2.2347049713134766 (2.210228108102457) | > grad_norm_0: tensor(35.0892, device='cuda:0') (tensor(27.7726, device='cuda:0')) | > loss_gen: 2.7293269634246826 (2.7692818962968895) | > loss_kl: 1.9094610214233398 (1.7361890873871744) | > loss_feat: 7.976243495941162 (8.265576670877639) | > loss_mel: 12.376306533813477 (13.256493734195828) | > loss_duration: 1.6522687673568726 (1.687849533511326) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.643606185913086 (27.71539092436433) | > grad_norm_1: tensor(640.3047, device='cuda:0') (tensor(577.6293, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8363 (0.8479085029102861) | > loader_time: 0.0094 (0.009949428960680955)  --> TIME: 2025-05-10 02:28:34 -- STEP: 562/725 -- GLOBAL_STEP: 197950 | > loss_disc: 2.1982505321502686 (2.2097651396357736) | > loss_disc_real_0: 0.12927602231502533 (0.14028002287251257) | > loss_disc_real_1: 0.18921920657157898 (0.192258762560281) | > loss_disc_real_2: 0.21444746851921082 (0.1895216277591698) | > loss_disc_real_3: 0.23448000848293304 (0.20573115221546218) | > loss_disc_real_4: 0.2108478993177414 (0.197340957740872) | > loss_disc_real_5: 0.16108311712741852 (0.2031262518831419) | > loss_0: 2.1982505321502686 (2.2097651396357736) | > grad_norm_0: tensor(11.8845, device='cuda:0') (tensor(27.8899, device='cuda:0')) | > loss_gen: 2.9047775268554688 (2.771709808675421) | > loss_kl: 1.6707513332366943 (1.738300443544082) | > loss_feat: 9.334107398986816 (8.27849433345727) | > loss_mel: 13.658270835876465 (13.270397089554322) | > loss_duration: 1.6505775451660156 (1.6879581946919402) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.21848487854004 (27.746859879680372) | > grad_norm_1: tensor(354.2897, device='cuda:0') (tensor(575.9214, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8873 (0.8472841422328742) | > loader_time: 0.0097 (0.009940431211342587)  --> TIME: 2025-05-10 02:29:18 -- STEP: 612/725 -- GLOBAL_STEP: 198000 | > loss_disc: 2.2202305793762207 (2.2094160982596343) | > loss_disc_real_0: 0.11162611097097397 (0.14041789868250013) | > loss_disc_real_1: 0.19252866506576538 (0.19222404664151022) | > loss_disc_real_2: 0.18626411259174347 (0.18942566318254841) | > loss_disc_real_3: 0.18995121121406555 (0.20553325588991447) | > loss_disc_real_4: 0.2098136842250824 (0.19728415493482088) | > loss_disc_real_5: 0.18001368641853333 (0.20317348316798806) | > loss_0: 2.2202305793762207 (2.2094160982596343) | > grad_norm_0: tensor(21.6041, device='cuda:0') (tensor(27.7684, device='cuda:0')) | > loss_gen: 2.571234703063965 (2.7699678380504955) | > loss_kl: 1.8148150444030762 (1.7368613025721382) | > loss_feat: 7.061349868774414 (8.264580799084088) | > loss_mel: 11.785202980041504 (13.262042963426879) | > loss_duration: 1.6269686222076416 (1.6877281823579002) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.859573364257812 (27.721181102827483) | > grad_norm_1: tensor(611.2465, device='cuda:0') (tensor(574.0901, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8253 (0.8475256846621144) | > loader_time: 0.0088 (0.00993482778274935) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_198000.pth  --> TIME: 2025-05-10 02:30:03 -- STEP: 662/725 -- GLOBAL_STEP: 198050 | > loss_disc: 2.1688411235809326 (2.210798669977853) | > loss_disc_real_0: 0.20467974245548248 (0.14067318719274335) | > loss_disc_real_1: 0.18901987373828888 (0.1922802229797372) | > loss_disc_real_2: 0.19824352860450745 (0.18939409094364612) | > loss_disc_real_3: 0.2095469981431961 (0.2057500439963313) | > loss_disc_real_4: 0.19227801263332367 (0.1973178188606332) | > loss_disc_real_5: 0.21431680023670197 (0.2032551608552025) | > loss_0: 2.1688411235809326 (2.210798669977853) | > grad_norm_0: tensor(33.1742, device='cuda:0') (tensor(27.9093, device='cuda:0')) | > loss_gen: 3.01676344871521 (2.770399783673244) | > loss_kl: 1.7640138864517212 (1.7355003956581532) | > loss_feat: 9.154594421386719 (8.26195068229722) | > loss_mel: 13.904257774353027 (13.258539379903556) | > loss_duration: 1.713728427886963 (1.6881992564820811) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.55335807800293 (27.71458951656192) | > grad_norm_1: tensor(991.6670, device='cuda:0') (tensor(577.9385, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8573 (0.8474438237279561) | > loader_time: 0.0097 (0.009939082439572429)  --> TIME: 2025-05-10 02:30:46 -- STEP: 712/725 -- GLOBAL_STEP: 198100 | > loss_disc: 2.2594106197357178 (2.2102785128890825) | > loss_disc_real_0: 0.1356513351202011 (0.14017980599127133) | > loss_disc_real_1: 0.1614769697189331 (0.19232860372893595) | > loss_disc_real_2: 0.1834689825773239 (0.1892839391203073) | > loss_disc_real_3: 0.200994074344635 (0.20575164649844846) | > loss_disc_real_4: 0.1979360580444336 (0.19745261764174774) | > loss_disc_real_5: 0.20861580967903137 (0.20341757720524675) | > loss_0: 2.2594106197357178 (2.2102785128890825) | > grad_norm_0: tensor(9.2364, device='cuda:0') (tensor(27.7674, device='cuda:0')) | > loss_gen: 2.687361478805542 (2.7697802895910297) | > loss_kl: 1.802931547164917 (1.7363422044207542) | > loss_feat: 8.475005149841309 (8.258846809355072) | > loss_mel: 13.588417053222656 (13.253346952159752) | > loss_duration: 1.70167875289917 (1.6880459288197958) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.255393981933594 (27.70636218853211) | > grad_norm_1: tensor(427.9270, device='cuda:0') (tensor(582.7956, device='cuda:0')) | > current_lr_0: 0.0001948423428990561 | > current_lr_1: 0.0001948423428990561 | > step_time: 0.8141 (0.8470469977748526) | > loader_time: 0.0097 (0.0099217499909776)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1958413124084473 (2.1958413124084473) | > loss_disc_real_0: 0.11085487902164459 (0.11085487902164459) | > loss_disc_real_1: 0.1896887570619583 (0.1896887570619583) | > loss_disc_real_2: 0.19955219328403473 (0.19955219328403473) | > loss_disc_real_3: 0.22645865380764008 (0.22645865380764008) | > loss_disc_real_4: 0.2266284078359604 (0.2266284078359604) | > loss_disc_real_5: 0.22058939933776855 (0.22058939933776855) | > loss_0: 2.1958413124084473 (2.1958413124084473) | > loss_gen: 2.764073371887207 (2.764073371887207) | > loss_kl: 2.007758140563965 (2.007758140563965) | > loss_feat: 8.768634796142578 (8.768634796142578) | > loss_mel: 14.064220428466797 (14.064220428466797) | > loss_duration: 1.6739554405212402 (1.6739554405212402) | > loss_1: 29.278642654418945 (29.278642654418945)  --> STEP: 1 | > loss_disc: 2.1747684478759766 (2.1747684478759766) | > loss_disc_real_0: 0.1018853411078453 (0.1018853411078453) | > loss_disc_real_1: 0.20429874956607819 (0.20429874956607819) | > loss_disc_real_2: 0.22763235867023468 (0.22763235867023468) | > loss_disc_real_3: 0.20516321063041687 (0.20516321063041687) | > loss_disc_real_4: 0.23730027675628662 (0.23730027675628662) | > loss_disc_real_5: 0.20293085277080536 (0.20293085277080536) | > loss_0: 2.1747684478759766 (2.1747684478759766) | > loss_gen: 2.7764482498168945 (2.7764482498168945) | > loss_kl: 2.0090222358703613 (2.0090222358703613) | > loss_feat: 8.331892967224121 (8.331892967224121) | > loss_mel: 14.241887092590332 (14.241887092590332) | > loss_duration: 1.792100191116333 (1.792100191116333) | > loss_1: 29.151350021362305 (29.151350021362305)  --> STEP: 2 | > loss_disc: 2.2370448112487793 (2.205906629562378) | > loss_disc_real_0: 0.11644290387630463 (0.10916412249207497) | > loss_disc_real_1: 0.21148556470870972 (0.20789215713739395) | > loss_disc_real_2: 0.21170172095298767 (0.21966703981161118) | > loss_disc_real_3: 0.2076013684272766 (0.20638228952884674) | > loss_disc_real_4: 0.2384890466928482 (0.2378946617245674) | > loss_disc_real_5: 0.21311375498771667 (0.20802230387926102) | > loss_0: 2.2370448112487793 (2.205906629562378) | > loss_gen: 2.7358317375183105 (2.7561399936676025) | > loss_kl: 1.9905859231948853 (1.9998040795326233) | > loss_feat: 8.165745735168457 (8.248819351196289) | > loss_mel: 13.530606269836426 (13.886246681213379) | > loss_duration: 1.8141851425170898 (1.8031426668167114) | > loss_1: 28.236957550048828 (28.694153785705566)  --> STEP: 3 | > loss_disc: 2.338552951812744 (2.2501220703125) | > loss_disc_real_0: 0.11846792697906494 (0.11226539065440495) | > loss_disc_real_1: 0.2202288657426834 (0.2120043933391571) | > loss_disc_real_2: 0.2208222597837448 (0.22005211313565573) | > loss_disc_real_3: 0.2125004231929779 (0.20842166741689047) | > loss_disc_real_4: 0.24978171288967133 (0.2418570121129354) | > loss_disc_real_5: 0.24357978999614716 (0.2198747992515564) | > loss_0: 2.338552951812744 (2.2501220703125) | > loss_gen: 2.6098992824554443 (2.7073930899302163) | > loss_kl: 1.9868834018707275 (1.995497186978658) | > loss_feat: 7.627865791320801 (8.041834831237793) | > loss_mel: 13.268637657165527 (13.680377006530762) | > loss_duration: 1.8056766986846924 (1.8039873441060383) | > loss_1: 27.29896354675293 (28.229090372721355)  --> STEP: 4 | > loss_disc: 2.34130597114563 (2.2729180455207825) | > loss_disc_real_0: 0.12520509958267212 (0.11550031788647175) | > loss_disc_real_1: 0.21245910227298737 (0.21211807057261467) | > loss_disc_real_2: 0.21437567472457886 (0.2186330035328865) | > loss_disc_real_3: 0.20717377960681915 (0.20810969546437263) | > loss_disc_real_4: 0.2364707887172699 (0.240510456264019) | > loss_disc_real_5: 0.2390894889831543 (0.22467847168445587) | > loss_0: 2.34130597114563 (2.2729180455207825) | > loss_gen: 2.571610689163208 (2.6734474897384644) | > loss_kl: 1.8997560739517212 (1.9715619087219238) | > loss_feat: 9.04997444152832 (8.293869733810425) | > loss_mel: 14.412771224975586 (13.863475561141968) | > loss_duration: 1.7480396032333374 (1.7900004088878632) | > loss_1: 29.682153701782227 (28.592356204986572) --> EVAL PERFORMANCE | > avg_loader_time: 0.2791121006011963 (-0.0015094280242919922) | > avg_loss_disc: 2.2729180455207825 (-0.07674211263656616) | > avg_loss_disc_real_0: 0.11550031788647175 (-0.03017340786755085) | > avg_loss_disc_real_1: 0.21211807057261467 (-0.012212462723255157) | > avg_loss_disc_real_2: 0.2186330035328865 (-0.014111991971731186) | > avg_loss_disc_real_3: 0.20810969546437263 (-0.0007846429944038391) | > avg_loss_disc_real_4: 0.240510456264019 (-0.009353715926408768) | > avg_loss_disc_real_5: 0.22467847168445587 (-0.013748236000537872) | > avg_loss_0: 2.2729180455207825 (-0.07674211263656616) | > avg_loss_gen: 2.6734474897384644 (-0.01137000322341919) | > avg_loss_kl: 1.9715619087219238 (-0.021667152643203735) | > avg_loss_feat: 8.293869733810425 (+0.34296393394470215) | > avg_loss_mel: 13.863475561141968 (+0.23681282997131348) | > avg_loss_duration: 1.7900004088878632 (-0.0029833614826202393) | > avg_loss_1: 28.592356204986572 (+0.543757438659668)  > EPOCH: 210/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 02:31:03)   --> TIME: 2025-05-10 02:31:37 -- STEP: 37/725 -- GLOBAL_STEP: 198150 | > loss_disc: 2.2325966358184814 (2.2211970574146993) | > loss_disc_real_0: 0.09854192286729813 (0.14768851548433307) | > loss_disc_real_1: 0.17031113803386688 (0.19116826717917984) | > loss_disc_real_2: 0.17963579297065735 (0.18776867800467723) | > loss_disc_real_3: 0.19190579652786255 (0.20641073101275675) | > loss_disc_real_4: 0.1697181761264801 (0.19941909329311266) | > loss_disc_real_5: 0.19403815269470215 (0.20026031821160703) | > loss_0: 2.2325966358184814 (2.2211970574146993) | > grad_norm_0: tensor(22.3910, device='cuda:0') (tensor(33.5053, device='cuda:0')) | > loss_gen: 2.714637517929077 (2.765787324389896) | > loss_kl: 1.7689483165740967 (1.7660403154991768) | > loss_feat: 7.640259265899658 (8.131210069398621) | > loss_mel: 11.75358772277832 (12.981722342001426) | > loss_duration: 1.6802232265472412 (1.685529496218707) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.55765724182129 (27.330289582948428) | > grad_norm_1: tensor(492.0096, device='cuda:0') (tensor(597.9242, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8458 (0.8498968111502158) | > loader_time: 0.0098 (0.01029513977669381)  --> TIME: 2025-05-10 02:32:20 -- STEP: 87/725 -- GLOBAL_STEP: 198200 | > loss_disc: 2.176781177520752 (2.2275344092270415) | > loss_disc_real_0: 0.13669882714748383 (0.1439687876009393) | > loss_disc_real_1: 0.14755815267562866 (0.19253990859135814) | > loss_disc_real_2: 0.1788053810596466 (0.19041258679039186) | > loss_disc_real_3: 0.20968540012836456 (0.20539463919469672) | > loss_disc_real_4: 0.2655496299266815 (0.19973331741217906) | > loss_disc_real_5: 0.2013770043849945 (0.20417507198350182) | > loss_0: 2.176781177520752 (2.2275344092270415) | > grad_norm_0: tensor(30.3632, device='cuda:0') (tensor(28.6776, device='cuda:0')) | > loss_gen: 2.910183906555176 (2.7567077505177466) | > loss_kl: 1.801927924156189 (1.754066907126328) | > loss_feat: 9.003357887268066 (8.1780138892689) | > loss_mel: 14.09854793548584 (13.12636722915474) | > loss_duration: 1.6583430767059326 (1.6849009552221188) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.472360610961914 (27.500056738140938) | > grad_norm_1: tensor(758.9514, device='cuda:0') (tensor(568.0601, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8225 (0.8483566826787489) | > loader_time: 0.0095 (0.010227814488027296)  --> TIME: 2025-05-10 02:33:03 -- STEP: 137/725 -- GLOBAL_STEP: 198250 | > loss_disc: 2.1831367015838623 (2.226168495025077) | > loss_disc_real_0: 0.13310746848583221 (0.1417070710419738) | > loss_disc_real_1: 0.2049483358860016 (0.1935497702908342) | > loss_disc_real_2: 0.1872716099023819 (0.18980228977046748) | > loss_disc_real_3: 0.17269816994667053 (0.20564007400161152) | > loss_disc_real_4: 0.18101926147937775 (0.19960027519803847) | > loss_disc_real_5: 0.19136929512023926 (0.20549583968019833) | > loss_0: 2.1831367015838623 (2.226168495025077) | > grad_norm_0: tensor(16.3494, device='cuda:0') (tensor(28.5421, device='cuda:0')) | > loss_gen: 2.7889766693115234 (2.7580550656701526) | > loss_kl: 1.7133418321609497 (1.760529316254776) | > loss_feat: 7.845451354980469 (8.180516730259805) | > loss_mel: 12.98462200164795 (13.141529695831077) | > loss_duration: 1.6670773029327393 (1.6856803110916252) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.999469757080078 (27.52631116435476) | > grad_norm_1: tensor(211.5210, device='cuda:0') (tensor(575.4413, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8099 (0.8493542323147294) | > loader_time: 0.0094 (0.010210966541819336)  --> TIME: 2025-05-10 02:33:47 -- STEP: 187/725 -- GLOBAL_STEP: 198300 | > loss_disc: 2.124440908432007 (2.2250189704691015) | > loss_disc_real_0: 0.21394526958465576 (0.14226224580231833) | > loss_disc_real_1: 0.164900541305542 (0.1931846280467702) | > loss_disc_real_2: 0.15908753871917725 (0.19044006731420918) | > loss_disc_real_3: 0.17589877545833588 (0.20549450312706238) | > loss_disc_real_4: 0.18234845995903015 (0.1993841575906876) | > loss_disc_real_5: 0.2165837436914444 (0.2049180436580576) | > loss_0: 2.124440908432007 (2.2250189704691015) | > grad_norm_0: tensor(53.1731, device='cuda:0') (tensor(28.7685, device='cuda:0')) | > loss_gen: 3.0577337741851807 (2.7579061628025494) | > loss_kl: 1.764724612236023 (1.754499116045906) | > loss_feat: 9.469345092773438 (8.15521901686561) | > loss_mel: 14.812164306640625 (13.134845850939419) | > loss_duration: 1.6992888450622559 (1.686854278977542) | > amp_scaler: 256.0 (258.7379679144384) | > loss_1: 30.80325698852539 (27.489324539102974) | > grad_norm_1: tensor(728.8492, device='cuda:0') (tensor(579.1545, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8489 (0.8488411457143366) | > loader_time: 0.0102 (0.01024963766495812)  --> TIME: 2025-05-10 02:34:30 -- STEP: 237/725 -- GLOBAL_STEP: 198350 | > loss_disc: 2.151414394378662 (2.2295961822638515) | > loss_disc_real_0: 0.123169906437397 (0.14378070193126724) | > loss_disc_real_1: 0.19928918778896332 (0.19356496393177583) | > loss_disc_real_2: 0.16484478116035461 (0.1907176682214697) | > loss_disc_real_3: 0.20457875728607178 (0.2057629479763377) | > loss_disc_real_4: 0.19750073552131653 (0.19894711365176657) | > loss_disc_real_5: 0.2209121584892273 (0.20514950090194048) | > loss_0: 2.151414394378662 (2.2295961822638515) | > grad_norm_0: tensor(16.8049, device='cuda:0') (tensor(28.3971, device='cuda:0')) | > loss_gen: 2.894789218902588 (2.7548447932875115) | > loss_kl: 1.7254124879837036 (1.7390915291218818) | > loss_feat: 8.666696548461914 (8.141518991204752) | > loss_mel: 13.72293472290039 (13.146400765527654) | > loss_duration: 1.6705937385559082 (1.6870292696771743) | > amp_scaler: 256.0 (258.1603375527426) | > loss_1: 28.6804256439209 (27.46888540565716) | > grad_norm_1: tensor(583.6131, device='cuda:0') (tensor(558.0560, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8202 (0.8512061698527276) | > loader_time: 0.0093 (0.010266197381643303)  --> TIME: 2025-05-10 02:35:13 -- STEP: 287/725 -- GLOBAL_STEP: 198400 | > loss_disc: 2.1958518028259277 (2.2282051159529717) | > loss_disc_real_0: 0.09404964745044708 (0.14321989122168102) | > loss_disc_real_1: 0.22284170985221863 (0.19412367082223658) | > loss_disc_real_2: 0.19781552255153656 (0.1907391953136033) | > loss_disc_real_3: 0.20532523095607758 (0.20551374092542332) | > loss_disc_real_4: 0.2145281285047531 (0.19906496986071823) | > loss_disc_real_5: 0.21439023315906525 (0.20474044077799292) | > loss_0: 2.1958518028259277 (2.2282051159529717) | > grad_norm_0: tensor(20.8873, device='cuda:0') (tensor(27.9798, device='cuda:0')) | > loss_gen: 2.6577510833740234 (2.7550422273031105) | > loss_kl: 1.6591134071350098 (1.735132800992773) | > loss_feat: 8.619034767150879 (8.147119336011928) | > loss_mel: 13.776251792907715 (13.156294184694724) | > loss_duration: 1.7103116512298584 (1.6874207673587867) | > amp_scaler: 256.0 (257.7839721254355) | > loss_1: 28.42246437072754 (27.481009360389848) | > grad_norm_1: tensor(745.2335, device='cuda:0') (tensor(560.8834, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8081 (0.8497863264449382) | > loader_time: 0.0099 (0.01026506872542644)  --> TIME: 2025-05-10 02:35:56 -- STEP: 337/725 -- GLOBAL_STEP: 198450 | > loss_disc: 2.0961318016052246 (2.223810636678857) | > loss_disc_real_0: 0.12353408336639404 (0.14272671635055398) | > loss_disc_real_1: 0.1630270779132843 (0.1935901629022745) | > loss_disc_real_2: 0.16195650398731232 (0.19037997965819767) | > loss_disc_real_3: 0.21177862584590912 (0.20521116473377632) | > loss_disc_real_4: 0.20770597457885742 (0.1988079911788776) | > loss_disc_real_5: 0.1972302347421646 (0.2040062153861147) | > loss_0: 2.0961318016052246 (2.223810636678857) | > grad_norm_0: tensor(31.3455, device='cuda:0') (tensor(27.5277, device='cuda:0')) | > loss_gen: 3.0031251907348633 (2.75650818270109) | > loss_kl: 1.7894203662872314 (1.7351531172364685) | > loss_feat: 9.395988464355469 (8.156837621852977) | > loss_mel: 15.381631851196289 (13.151291018070031) | > loss_duration: 1.6650114059448242 (1.6867527795474682) | > amp_scaler: 256.0 (257.51928783382783) | > loss_1: 31.23517608642578 (27.48654277812833) | > grad_norm_1: tensor(322.4444, device='cuda:0') (tensor(560.4563, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.872 (0.8488760185524691) | > loader_time: 0.0102 (0.010209759194348623)  --> TIME: 2025-05-10 02:36:39 -- STEP: 387/725 -- GLOBAL_STEP: 198500 | > loss_disc: 2.1921920776367188 (2.2219032927076907) | > loss_disc_real_0: 0.17695187032222748 (0.142050665651643) | > loss_disc_real_1: 0.21439605951309204 (0.19333952164773174) | > loss_disc_real_2: 0.19404062628746033 (0.19059421680386376) | > loss_disc_real_3: 0.18474741280078888 (0.20527975145698515) | > loss_disc_real_4: 0.19367587566375732 (0.198731188972791) | > loss_disc_real_5: 0.2381511926651001 (0.20397784807346273) | > loss_0: 2.1921920776367188 (2.2219032927076907) | > grad_norm_0: tensor(60.7117, device='cuda:0') (tensor(27.3899, device='cuda:0')) | > loss_gen: 2.9845805168151855 (2.7597093748491877) | > loss_kl: 1.6069532632827759 (1.7330775254764605) | > loss_feat: 9.0193452835083 (8.167094522668403) | > loss_mel: 14.432901382446289 (13.185907514212362) | > loss_duration: 1.7693405151367188 (1.6867926552006136) | > amp_scaler: 256.0 (257.32299741602077) | > loss_1: 29.813121795654297 (27.532581674344165) | > grad_norm_1: tensor(685.4523, device='cuda:0') (tensor(566.1793, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8729 (0.8486555392735998) | > loader_time: 0.0097 (0.010205410555659655)  --> TIME: 2025-05-10 02:37:22 -- STEP: 437/725 -- GLOBAL_STEP: 198550 | > loss_disc: 2.283982038497925 (2.221015844519676) | > loss_disc_real_0: 0.15626946091651917 (0.14217083631786667) | > loss_disc_real_1: 0.18223464488983154 (0.19313117190002027) | > loss_disc_real_2: 0.19660192728042603 (0.1905475540483026) | > loss_disc_real_3: 0.20805169641971588 (0.2051589878732061) | > loss_disc_real_4: 0.2175341695547104 (0.1989181710053363) | > loss_disc_real_5: 0.24174870550632477 (0.20369068867350054) | > loss_0: 2.283982038497925 (2.221015844519676) | > grad_norm_0: tensor(32.6705, device='cuda:0') (tensor(27.4247, device='cuda:0')) | > loss_gen: 2.557055950164795 (2.760333165424095) | > loss_kl: 1.8256440162658691 (1.7331331747347485) | > loss_feat: 7.244815826416016 (8.172392348675753) | > loss_mel: 11.803630828857422 (13.191319611852721) | > loss_duration: 1.6469547748565674 (1.6865608097486695) | > amp_scaler: 256.0 (257.17162471395886) | > loss_1: 25.078102111816406 (27.543739192273033) | > grad_norm_1: tensor(593.6644, device='cuda:0') (tensor(566.3679, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8686 (0.8472787013588564) | > loader_time: 0.0109 (0.010197940625642483)  --> TIME: 2025-05-10 02:38:04 -- STEP: 487/725 -- GLOBAL_STEP: 198600 | > loss_disc: 2.258626937866211 (2.219915325391951) | > loss_disc_real_0: 0.16043712198734283 (0.14174109838092125) | > loss_disc_real_1: 0.18684206902980804 (0.1929224474657732) | > loss_disc_real_2: 0.19631260633468628 (0.19028056062589688) | > loss_disc_real_3: 0.2167513519525528 (0.20528047836291957) | > loss_disc_real_4: 0.21130141615867615 (0.1987897950459799) | > loss_disc_real_5: 0.21139129996299744 (0.20368729334408736) | > loss_0: 2.258626937866211 (2.219915325391951) | > grad_norm_0: tensor(31.4117, device='cuda:0') (tensor(27.3503, device='cuda:0')) | > loss_gen: 2.6433768272399902 (2.761148036138234) | > loss_kl: 1.6496095657348633 (1.731581037049421) | > loss_feat: 7.1381449699401855 (8.18226525328242) | > loss_mel: 11.754705429077148 (13.206305807376056) | > loss_duration: 1.6742932796478271 (1.6873969074637005) | > amp_scaler: 256.0 (257.0513347022586) | > loss_1: 24.860130310058594 (27.568697097120342) | > grad_norm_1: tensor(669.2224, device='cuda:0') (tensor(571.1182, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.807 (0.8461823252926618) | > loader_time: 0.0094 (0.01018504097721171)  --> TIME: 2025-05-10 02:38:47 -- STEP: 537/725 -- GLOBAL_STEP: 198650 | > loss_disc: 2.398245096206665 (2.220663500009744) | > loss_disc_real_0: 0.19766011834144592 (0.14275774522034165) | > loss_disc_real_1: 0.19677887856960297 (0.19286246780909636) | > loss_disc_real_2: 0.19584953784942627 (0.19031947690237394) | > loss_disc_real_3: 0.22051142156124115 (0.20518010496760214) | > loss_disc_real_4: 0.18863452970981598 (0.19853291326172967) | > loss_disc_real_5: 0.2223992794752121 (0.2035320642745916) | > loss_0: 2.398245096206665 (2.220663500009744) | > grad_norm_0: tensor(25.1275, device='cuda:0') (tensor(27.5973, device='cuda:0')) | > loss_gen: 2.456279754638672 (2.7616349145686834) | > loss_kl: 1.5118846893310547 (1.731702283552017) | > loss_feat: 6.210118293762207 (8.185047587424899) | > loss_mel: 10.169209480285645 (13.221288288549784) | > loss_duration: 1.7176226377487183 (1.6880634872163032) | > amp_scaler: 256.0 (256.9534450651767) | > loss_1: 22.065114974975586 (27.587736605709935) | > grad_norm_1: tensor(556.4116, device='cuda:0') (tensor(570.3389, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8272 (0.8452838612668342) | > loader_time: 0.0097 (0.010179269691197349)  --> TIME: 2025-05-10 02:39:30 -- STEP: 587/725 -- GLOBAL_STEP: 198700 | > loss_disc: 2.3253936767578125 (2.219440141365921) | > loss_disc_real_0: 0.1614333987236023 (0.14234046539009348) | > loss_disc_real_1: 0.18589027225971222 (0.19279996609058253) | > loss_disc_real_2: 0.21362198889255524 (0.19018711350236278) | > loss_disc_real_3: 0.21068884432315826 (0.20527119462392598) | > loss_disc_real_4: 0.24004189670085907 (0.19856238966804549) | > loss_disc_real_5: 0.24197258055210114 (0.20364906385007875) | > loss_0: 2.3253936767578125 (2.219440141365921) | > grad_norm_0: tensor(30.5463, device='cuda:0') (tensor(27.4307, device='cuda:0')) | > loss_gen: 2.6425046920776367 (2.762055149273328) | > loss_kl: 1.7735015153884888 (1.734244674190346) | > loss_feat: 7.199577331542969 (8.195453520324808) | > loss_mel: 11.292123794555664 (13.228621919882155) | > loss_duration: 1.6710561513900757 (1.6877100193520833) | > amp_scaler: 256.0 (256.8722316865414) | > loss_1: 24.578763961791992 (27.608085323639173) | > grad_norm_1: tensor(419.6644, device='cuda:0') (tensor(566.9557, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8426 (0.8457366827196323) | > loader_time: 0.0093 (0.010159881192130984)  --> TIME: 2025-05-10 02:40:13 -- STEP: 637/725 -- GLOBAL_STEP: 198750 | > loss_disc: 2.2409396171569824 (2.218462848214189) | > loss_disc_real_0: 0.13166165351867676 (0.14226596202449868) | > loss_disc_real_1: 0.21534688770771027 (0.19278073907366353) | > loss_disc_real_2: 0.19134488701820374 (0.19015425312650067) | > loss_disc_real_3: 0.21379965543746948 (0.20520825344876176) | > loss_disc_real_4: 0.21347065269947052 (0.19832771174387429) | > loss_disc_real_5: 0.19443930685520172 (0.20364800169245229) | > loss_0: 2.2409396171569824 (2.218462848214189) | > grad_norm_0: tensor(23.5984, device='cuda:0') (tensor(27.3721, device='cuda:0')) | > loss_gen: 2.620527744293213 (2.761820740752168) | > loss_kl: 1.736611008644104 (1.73552797989718) | > loss_feat: 7.888113021850586 (8.188931471886027) | > loss_mel: 12.71402645111084 (13.216537643264935) | > loss_duration: 1.660701036453247 (1.687697513698597) | > amp_scaler: 256.0 (256.80376766091024) | > loss_1: 26.619979858398438 (27.590515409197128) | > grad_norm_1: tensor(298.2072, device='cuda:0') (tensor(565.1624, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8246 (0.8458627505429689) | > loader_time: 0.0102 (0.010185967434893601)  --> TIME: 2025-05-10 02:40:56 -- STEP: 687/725 -- GLOBAL_STEP: 198800 | > loss_disc: 2.2462680339813232 (2.218725020534954) | > loss_disc_real_0: 0.11782566457986832 (0.14223538679674033) | > loss_disc_real_1: 0.204298734664917 (0.19273126216434494) | > loss_disc_real_2: 0.17040103673934937 (0.1902322932492177) | > loss_disc_real_3: 0.19985124468803406 (0.2052215662889258) | > loss_disc_real_4: 0.20453870296478271 (0.1984320059960933) | > loss_disc_real_5: 0.22425387799739838 (0.20347276474233972) | > loss_0: 2.2462680339813232 (2.218725020534954) | > grad_norm_0: tensor(14.4878, device='cuda:0') (tensor(27.2326, device='cuda:0')) | > loss_gen: 2.7580389976501465 (2.7605830665238567) | > loss_kl: 1.7419105768203735 (1.7369366294258373) | > loss_feat: 8.54361343383789 (8.182739601385123) | > loss_mel: 13.18674373626709 (13.215706067314311) | > loss_duration: 1.7106877565383911 (1.6878299445911622) | > amp_scaler: 256.0 (256.745269286754) | > loss_1: 27.940994262695312 (27.583795369799308) | > grad_norm_1: tensor(313.7003, device='cuda:0') (tensor(563.6990, device='cuda:0')) | > current_lr_0: 0.0001948179876061937 | > current_lr_1: 0.0001948179876061937 | > step_time: 0.8581 (0.8453226453872751) | > loader_time: 0.011 (0.01018898941717467)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2295641899108887 (2.2295641899108887) | > loss_disc_real_0: 0.13736993074417114 (0.13736993074417114) | > loss_disc_real_1: 0.18225550651550293 (0.18225550651550293) | > loss_disc_real_2: 0.14963118731975555 (0.14963118731975555) | > loss_disc_real_3: 0.23680996894836426 (0.23680996894836426) | > loss_disc_real_4: 0.1847970187664032 (0.1847970187664032) | > loss_disc_real_5: 0.24971292912960052 (0.24971292912960052) | > loss_0: 2.2295641899108887 (2.2295641899108887) | > loss_gen: 2.500596046447754 (2.500596046447754) | > loss_kl: 2.0863451957702637 (2.0863451957702637) | > loss_feat: 8.105612754821777 (8.105612754821777) | > loss_mel: 12.774673461914062 (12.774673461914062) | > loss_duration: 1.690346598625183 (1.690346598625183) | > loss_1: 27.157573699951172 (27.157573699951172)  --> STEP: 1 | > loss_disc: 2.1183042526245117 (2.1183042526245117) | > loss_disc_real_0: 0.12324436753988266 (0.12324436753988266) | > loss_disc_real_1: 0.18002693355083466 (0.18002693355083466) | > loss_disc_real_2: 0.14751502871513367 (0.14751502871513367) | > loss_disc_real_3: 0.24231384694576263 (0.24231384694576263) | > loss_disc_real_4: 0.1880970150232315 (0.1880970150232315) | > loss_disc_real_5: 0.25809550285339355 (0.25809550285339355) | > loss_0: 2.1183042526245117 (2.1183042526245117) | > loss_gen: 2.826133966445923 (2.826133966445923) | > loss_kl: 2.0015788078308105 (2.0015788078308105) | > loss_feat: 9.445483207702637 (9.445483207702637) | > loss_mel: 14.62868595123291 (14.62868595123291) | > loss_duration: 1.7959171533584595 (1.7959171533584595) | > loss_1: 30.697799682617188 (30.697799682617188)  --> STEP: 2 | > loss_disc: 2.2359771728515625 (2.177140712738037) | > loss_disc_real_0: 0.12916472554206848 (0.12620454654097557) | > loss_disc_real_1: 0.17506839334964752 (0.1775476634502411) | > loss_disc_real_2: 0.1621166318655014 (0.15481583029031754) | > loss_disc_real_3: 0.22131459414958954 (0.2318142205476761) | > loss_disc_real_4: 0.19594401121139526 (0.19202051311731339) | > loss_disc_real_5: 0.28489920496940613 (0.27149735391139984) | > loss_0: 2.2359771728515625 (2.177140712738037) | > loss_gen: 2.615443229675293 (2.720788598060608) | > loss_kl: 1.9442459344863892 (1.9729123711585999) | > loss_feat: 8.026531219482422 (8.73600721359253) | > loss_mel: 13.66835880279541 (14.14852237701416) | > loss_duration: 1.8416433334350586 (1.818780243396759) | > loss_1: 28.09622573852539 (29.39701271057129)  --> STEP: 3 | > loss_disc: 2.251176357269287 (2.2018192609151206) | > loss_disc_real_0: 0.13092900812625885 (0.12777936706940332) | > loss_disc_real_1: 0.19499118626117706 (0.1833621710538864) | > loss_disc_real_2: 0.1620422899723053 (0.15722465018431345) | > loss_disc_real_3: 0.2302277386188507 (0.23128539323806763) | > loss_disc_real_4: 0.19812671840190887 (0.19405591487884521) | > loss_disc_real_5: 0.2701297402381897 (0.27104148268699646) | > loss_0: 2.251176357269287 (2.2018192609151206) | > loss_gen: 2.5691583156585693 (2.6702451705932617) | > loss_kl: 1.8508803844451904 (1.9322350422541301) | > loss_feat: 7.324357986450195 (8.265457471211752) | > loss_mel: 12.948760986328125 (13.748601913452148) | > loss_duration: 1.8041105270385742 (1.8138903379440308) | > loss_1: 26.497268676757812 (28.430431365966797)  --> STEP: 4 | > loss_disc: 2.214792251586914 (2.205062508583069) | > loss_disc_real_0: 0.11837763339281082 (0.1254289336502552) | > loss_disc_real_1: 0.2004452645778656 (0.1876329444348812) | > loss_disc_real_2: 0.15034642815589905 (0.15550509467720985) | > loss_disc_real_3: 0.27292701601982117 (0.241695798933506) | > loss_disc_real_4: 0.21792331337928772 (0.20002276450395584) | > loss_disc_real_5: 0.3254908621311188 (0.28465382754802704) | > loss_0: 2.214792251586914 (2.205062508583069) | > loss_gen: 2.902865409851074 (2.728400230407715) | > loss_kl: 1.8148305416107178 (1.902883917093277) | > loss_feat: 9.486016273498535 (8.570597171783447) | > loss_mel: 15.241096496582031 (14.12172555923462) | > loss_duration: 1.7476624250411987 (1.7973333597183228) | > loss_1: 31.19247055053711 (29.120941162109375) --> EVAL PERFORMANCE | > avg_loader_time: 0.2805585265159607 (+0.0014464259147644043) | > avg_loss_disc: 2.205062508583069 (-0.06785553693771362) | > avg_loss_disc_real_0: 0.1254289336502552 (+0.009928615763783455) | > avg_loss_disc_real_1: 0.1876329444348812 (-0.02448512613773346) | > avg_loss_disc_real_2: 0.15550509467720985 (-0.06312790885567665) | > avg_loss_disc_real_3: 0.241695798933506 (+0.03358610346913338) | > avg_loss_disc_real_4: 0.20002276450395584 (-0.04048769176006317) | > avg_loss_disc_real_5: 0.28465382754802704 (+0.05997535586357117) | > avg_loss_0: 2.205062508583069 (-0.06785553693771362) | > avg_loss_gen: 2.728400230407715 (+0.05495274066925049) | > avg_loss_kl: 1.902883917093277 (-0.06867799162864685) | > avg_loss_feat: 8.570597171783447 (+0.27672743797302246) | > avg_loss_mel: 14.12172555923462 (+0.25824999809265137) | > avg_loss_duration: 1.7973333597183228 (+0.007332950830459595) | > avg_loss_1: 29.120941162109375 (+0.5285849571228027)  > EPOCH: 211/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 02:41:35)   --> TIME: 2025-05-10 02:41:47 -- STEP: 12/725 -- GLOBAL_STEP: 198850 | > loss_disc: 2.2362256050109863 (2.220804810523987) | > loss_disc_real_0: 0.11254527419805527 (0.14003055915236473) | > loss_disc_real_1: 0.20876380801200867 (0.19686225429177284) | > loss_disc_real_2: 0.21954824030399323 (0.1935815860827764) | > loss_disc_real_3: 0.20544198155403137 (0.20113362868626913) | > loss_disc_real_4: 0.19193807244300842 (0.1899061563114325) | > loss_disc_real_5: 0.21442866325378418 (0.21602535744508108) | > loss_0: 2.2362256050109863 (2.220804810523987) | > grad_norm_0: tensor(23.6551, device='cuda:0') (tensor(28.2983, device='cuda:0')) | > loss_gen: 2.8294272422790527 (2.752862791220347) | > loss_kl: 1.6254366636276245 (1.7073468963305156) | > loss_feat: 8.889459609985352 (8.094866712888082) | > loss_mel: 14.431221961975098 (13.381134033203125) | > loss_duration: 1.7207590341567993 (1.6948546767234802) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.49630355834961 (27.631065209706623) | > grad_norm_1: tensor(640.1642, device='cuda:0') (tensor(515.6249, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8456 (0.8353527386983236) | > loader_time: 0.0096 (0.010608812173207601)  --> TIME: 2025-05-10 02:42:30 -- STEP: 62/725 -- GLOBAL_STEP: 198900 | > loss_disc: 2.1744701862335205 (2.203267016718465) | > loss_disc_real_0: 0.16303874552249908 (0.1395689250240403) | > loss_disc_real_1: 0.19585540890693665 (0.19409324180695317) | > loss_disc_real_2: 0.2215801179409027 (0.18959804552216683) | > loss_disc_real_3: 0.22051413357257843 (0.20365473700146522) | > loss_disc_real_4: 0.19290374219417572 (0.1973890107004873) | > loss_disc_real_5: 0.17460031807422638 (0.20376285429923766) | > loss_0: 2.1744701862335205 (2.203267016718465) | > grad_norm_0: tensor(30.2168, device='cuda:0') (tensor(26.0937, device='cuda:0')) | > loss_gen: 2.6177453994750977 (2.7724033286494594) | > loss_kl: 1.676750659942627 (1.719542395684027) | > loss_feat: 8.322122573852539 (8.272911071777346) | > loss_mel: 15.333298683166504 (13.443296509404336) | > loss_duration: 1.746126651763916 (1.6853785841695723) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.696043014526367 (27.893531922371157) | > grad_norm_1: tensor(351.8907, device='cuda:0') (tensor(554.5822, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8464 (0.8507109034445978) | > loader_time: 0.0108 (0.010482665031186996)  --> TIME: 2025-05-10 02:43:14 -- STEP: 112/725 -- GLOBAL_STEP: 198950 | > loss_disc: 2.2587499618530273 (2.205953271261284) | > loss_disc_real_0: 0.18483443558216095 (0.14268367058996642) | > loss_disc_real_1: 0.1788276880979538 (0.19303503166884184) | > loss_disc_real_2: 0.2034207582473755 (0.1885761224797793) | > loss_disc_real_3: 0.22041140496730804 (0.20412418791758163) | > loss_disc_real_4: 0.2166232466697693 (0.1977304182946682) | > loss_disc_real_5: 0.2019759565591812 (0.2011790814410363) | > loss_0: 2.2587499618530273 (2.205953271261284) | > grad_norm_0: tensor(37.2828, device='cuda:0') (tensor(27.9877, device='cuda:0')) | > loss_gen: 2.731666088104248 (2.7846407847745076) | > loss_kl: 1.555647373199463 (1.7215310409665108) | > loss_feat: 7.81076717376709 (8.270517613206591) | > loss_mel: 12.993134498596191 (13.37395132439477) | > loss_duration: 1.6937813758850098 (1.689976401627064) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.784997940063477 (27.840617333139694) | > grad_norm_1: tensor(575.9566, device='cuda:0') (tensor(537.1001, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8172 (0.8513882777520589) | > loader_time: 0.0095 (0.010310749922479897)  --> TIME: 2025-05-10 02:43:57 -- STEP: 162/725 -- GLOBAL_STEP: 199000 | > loss_disc: 2.2810208797454834 (2.2007918306338947) | > loss_disc_real_0: 0.12262806296348572 (0.1410686530080842) | > loss_disc_real_1: 0.19623292982578278 (0.19281082867104335) | > loss_disc_real_2: 0.1923653483390808 (0.18789841437045438) | > loss_disc_real_3: 0.18700604140758514 (0.20367608863262474) | > loss_disc_real_4: 0.20466037094593048 (0.1962476891499979) | > loss_disc_real_5: 0.22710555791854858 (0.20210407775493325) | > loss_0: 2.2810208797454834 (2.2007918306338947) | > grad_norm_0: tensor(24.2752, device='cuda:0') (tensor(25.5334, device='cuda:0')) | > loss_gen: 2.600672960281372 (2.7807988929159855) | > loss_kl: 1.8570351600646973 (1.7215933917481223) | > loss_feat: 7.337374687194824 (8.323976184114997) | > loss_mel: 11.84203052520752 (13.412557378227328) | > loss_duration: 1.6362838745117188 (1.6903551500520595) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.273399353027344 (27.92928115232491) | > grad_norm_1: tensor(632.1332, device='cuda:0') (tensor(536.3813, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8384 (0.8504785740817037) | > loader_time: 0.0096 (0.010139101817284099) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_199000.pth  --> TIME: 2025-05-10 02:44:43 -- STEP: 212/725 -- GLOBAL_STEP: 199050 | > loss_disc: 2.1855945587158203 (2.206440979017403) | > loss_disc_real_0: 0.13884678483009338 (0.14228478499319186) | > loss_disc_real_1: 0.19490373134613037 (0.19338290836170038) | > loss_disc_real_2: 0.17790602147579193 (0.18861920189745016) | > loss_disc_real_3: 0.17272479832172394 (0.20376868004787635) | > loss_disc_real_4: 0.18207459151744843 (0.1968548200883956) | > loss_disc_real_5: 0.20750433206558228 (0.20167260026594386) | > loss_0: 2.1855945587158203 (2.206440979017403) | > grad_norm_0: tensor(36.1585, device='cuda:0') (tensor(26.0788, device='cuda:0')) | > loss_gen: 2.8454442024230957 (2.775762192483218) | > loss_kl: 1.760828971862793 (1.728693500442325) | > loss_feat: 9.082906723022461 (8.284036451915524) | > loss_mel: 13.46183967590332 (13.363000793277093) | > loss_duration: 1.6851210594177246 (1.6902415392533794) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.83614158630371 (27.841734580273897) | > grad_norm_1: tensor(524.6911, device='cuda:0') (tensor(537.9260, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8494 (0.8514888826406228) | > loader_time: 0.0099 (0.010132391497773946)  --> TIME: 2025-05-10 02:45:26 -- STEP: 262/725 -- GLOBAL_STEP: 199100 | > loss_disc: 2.1413490772247314 (2.207318812836219) | > loss_disc_real_0: 0.16732054948806763 (0.14263680944119694) | > loss_disc_real_1: 0.21711918711662292 (0.19333437193213532) | > loss_disc_real_2: 0.1793193519115448 (0.1888416269580826) | > loss_disc_real_3: 0.1806926727294922 (0.20385936863777288) | > loss_disc_real_4: 0.17021283507347107 (0.19755659076093723) | > loss_disc_real_5: 0.18261000514030457 (0.20085906754923236) | > loss_0: 2.1413490772247314 (2.207318812836219) | > grad_norm_0: tensor(29.8439, device='cuda:0') (tensor(26.3176, device='cuda:0')) | > loss_gen: 2.689974784851074 (2.783585563870787) | > loss_kl: 1.735802412033081 (1.7236053161038698) | > loss_feat: 7.69159460067749 (8.285309276508011) | > loss_mel: 13.413201332092285 (13.341742650243162) | > loss_duration: 1.6839998960494995 (1.6906667793070091) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.214574813842773 (27.82490969796217) | > grad_norm_1: tensor(504.0260, device='cuda:0') (tensor(532.6839, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8882 (0.8503391760906192) | > loader_time: 0.0099 (0.010047631409332044)  --> TIME: 2025-05-10 02:46:09 -- STEP: 312/725 -- GLOBAL_STEP: 199150 | > loss_disc: 2.2535994052886963 (2.205485865855829) | > loss_disc_real_0: 0.1493142694234848 (0.1424434593138404) | > loss_disc_real_1: 0.18515825271606445 (0.192601301205846) | > loss_disc_real_2: 0.19420212507247925 (0.1888860676151055) | > loss_disc_real_3: 0.2430434376001358 (0.20412165561738685) | > loss_disc_real_4: 0.20549136400222778 (0.1969450513521831) | > loss_disc_real_5: 0.22376267611980438 (0.20107353402253908) | > loss_0: 2.2535994052886963 (2.205485865855829) | > grad_norm_0: tensor(12.6376, device='cuda:0') (tensor(26.3060, device='cuda:0')) | > loss_gen: 2.7932982444763184 (2.785870061470912) | > loss_kl: 1.6156753301620483 (1.716850251341478) | > loss_feat: 8.215744972229004 (8.301207461418246) | > loss_mel: 13.177816390991211 (13.355720889873993) | > loss_duration: 1.6816362142562866 (1.689851069679627) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.48417091369629 (27.849499855286037) | > grad_norm_1: tensor(591.1129, device='cuda:0') (tensor(538.4047, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8294 (0.8500505074476588) | > loader_time: 0.0134 (0.01002563956456307)  --> TIME: 2025-05-10 02:46:53 -- STEP: 362/725 -- GLOBAL_STEP: 199200 | > loss_disc: 2.3395376205444336 (2.204937944754711) | > loss_disc_real_0: 0.24257779121398926 (0.14221579614429838) | > loss_disc_real_1: 0.18475785851478577 (0.1926445778644546) | > loss_disc_real_2: 0.21905794739723206 (0.18908007722862513) | > loss_disc_real_3: 0.21505141258239746 (0.2037080129536476) | > loss_disc_real_4: 0.20364244282245636 (0.1969470090299681) | > loss_disc_real_5: 0.18281719088554382 (0.20091733916853013) | > loss_0: 2.3395376205444336 (2.204937944754711) | > grad_norm_0: tensor(47.8191, device='cuda:0') (tensor(26.1177, device='cuda:0')) | > loss_gen: 2.7357497215270996 (2.783711424848652) | > loss_kl: 1.7962865829467773 (1.7134745522757269) | > loss_feat: 7.566565990447998 (8.295200830006465) | > loss_mel: 12.931882858276367 (13.342149215508561) | > loss_duration: 1.6175436973571777 (1.6885102117917814) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.648029327392578 (27.823046357592165) | > grad_norm_1: tensor(439.1298, device='cuda:0') (tensor(542.3741, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.84 (0.8501474712435056) | > loader_time: 0.0096 (0.01003409419929125)  --> TIME: 2025-05-10 02:47:36 -- STEP: 412/725 -- GLOBAL_STEP: 199250 | > loss_disc: 2.2949140071868896 (2.205846139528217) | > loss_disc_real_0: 0.11178774386644363 (0.14257524229441462) | > loss_disc_real_1: 0.2068895846605301 (0.19242966298050093) | > loss_disc_real_2: 0.1944248229265213 (0.1889827703532663) | > loss_disc_real_3: 0.20106737315654755 (0.20363409422989032) | > loss_disc_real_4: 0.2222011536359787 (0.19696897554021445) | > loss_disc_real_5: 0.17456936836242676 (0.2013796447477873) | > loss_0: 2.2949140071868896 (2.205846139528217) | > grad_norm_0: tensor(10.6358, device='cuda:0') (tensor(25.9233, device='cuda:0')) | > loss_gen: 2.6165871620178223 (2.7793439360498224) | > loss_kl: 1.7430920600891113 (1.7134041059943084) | > loss_feat: 7.54581356048584 (8.27998127867875) | > loss_mel: 13.510641098022461 (13.331057516116541) | > loss_duration: 1.6977128982543945 (1.6888802262764533) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.113845825195312 (27.792667171330127) | > grad_norm_1: tensor(424.0031, device='cuda:0') (tensor(535.6969, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8455 (0.8502649728534294) | > loader_time: 0.0109 (0.010058412274110664)  --> TIME: 2025-05-10 02:48:19 -- STEP: 462/725 -- GLOBAL_STEP: 199300 | > loss_disc: 2.215024948120117 (2.205307565210182) | > loss_disc_real_0: 0.16351953148841858 (0.1424540280811973) | > loss_disc_real_1: 0.19781902432441711 (0.19246147569768873) | > loss_disc_real_2: 0.1902867704629898 (0.18900268457152625) | > loss_disc_real_3: 0.2313005030155182 (0.20360997525644509) | > loss_disc_real_4: 0.1742967963218689 (0.19676181367594447) | > loss_disc_real_5: 0.18261368572711945 (0.2011231274315805) | > loss_0: 2.215024948120117 (2.205307565210182) | > grad_norm_0: tensor(24.7294, device='cuda:0') (tensor(25.9167, device='cuda:0')) | > loss_gen: 2.851276159286499 (2.7786084805732165) | > loss_kl: 1.675785779953003 (1.7136663711948317) | > loss_feat: 7.959196090698242 (8.271837688627706) | > loss_mel: 12.881604194641113 (13.31716013986827) | > loss_duration: 1.7177796363830566 (1.688771788176004) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.085641860961914 (27.77004456210446) | > grad_norm_1: tensor(438.6504, device='cuda:0') (tensor(537.3837, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.7839 (0.8495910874692911) | > loader_time: 0.0098 (0.010078036939942992)  --> TIME: 2025-05-10 02:49:02 -- STEP: 512/725 -- GLOBAL_STEP: 199350 | > loss_disc: 2.0917742252349854 (2.206154717598107) | > loss_disc_real_0: 0.19679488241672516 (0.14229168670135556) | > loss_disc_real_1: 0.1576160043478012 (0.19238119953661226) | > loss_disc_real_2: 0.19124716520309448 (0.18914751583361064) | > loss_disc_real_3: 0.1664981096982956 (0.20368382931337692) | > loss_disc_real_4: 0.19722135365009308 (0.19680252161924733) | > loss_disc_real_5: 0.1830318570137024 (0.2015538132400252) | > loss_0: 2.0917742252349854 (2.206154717598107) | > grad_norm_0: tensor(32.3514, device='cuda:0') (tensor(26.0318, device='cuda:0')) | > loss_gen: 2.9977633953094482 (2.777734177187085) | > loss_kl: 1.5514025688171387 (1.7122606714256112) | > loss_feat: 8.160346031188965 (8.26936106383801) | > loss_mel: 13.352001190185547 (13.338102554902434) | > loss_duration: 1.6447210311889648 (1.6895562186837196) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.706233978271484 (27.78701477497816) | > grad_norm_1: tensor(634.3466, device='cuda:0') (tensor(540.7567, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8546 (0.8494387650862338) | > loader_time: 0.0103 (0.010064319707453251)  --> TIME: 2025-05-10 02:49:45 -- STEP: 562/725 -- GLOBAL_STEP: 199400 | > loss_disc: 1.9588587284088135 (2.2061108002883225) | > loss_disc_real_0: 0.15589627623558044 (0.14213944321955654) | > loss_disc_real_1: 0.1668340563774109 (0.19254351266762543) | > loss_disc_real_2: 0.14827294647693634 (0.18913502545755526) | > loss_disc_real_3: 0.21182644367218018 (0.20363019897314152) | > loss_disc_real_4: 0.1838771104812622 (0.19693768456631286) | > loss_disc_real_5: 0.1805671602487564 (0.2015600268367771) | > loss_0: 1.9588587284088135 (2.2061108002883225) | > grad_norm_0: tensor(45.9394, device='cuda:0') (tensor(26.1785, device='cuda:0')) | > loss_gen: 2.9951493740081787 (2.7777530332477074) | > loss_kl: 1.654698133468628 (1.7124155571028012) | > loss_feat: 9.69128704071045 (8.27125976263841) | > loss_mel: 14.601668357849121 (13.334428586993777) | > loss_duration: 1.6457021236419678 (1.6892042217305547) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.5885066986084 (27.785061252498966) | > grad_norm_1: tensor(762.8049, device='cuda:0') (tensor(542.7874, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.9057 (0.8495252705129442) | > loader_time: 0.0094 (0.010058576526166705)  --> TIME: 2025-05-10 02:50:29 -- STEP: 612/725 -- GLOBAL_STEP: 199450 | > loss_disc: 2.2100002765655518 (2.206476900312633) | > loss_disc_real_0: 0.16208773851394653 (0.1417469850503931) | > loss_disc_real_1: 0.19109371304512024 (0.19269724007622874) | > loss_disc_real_2: 0.19400911033153534 (0.1893028481041683) | > loss_disc_real_3: 0.17676261067390442 (0.2038869139026194) | > loss_disc_real_4: 0.22842957079410553 (0.19716145254038517) | > loss_disc_real_5: 0.23192769289016724 (0.20135041623333697) | > loss_0: 2.2100002765655518 (2.206476900312633) | > grad_norm_0: tensor(34.0367, device='cuda:0') (tensor(26.1946, device='cuda:0')) | > loss_gen: 2.7801365852355957 (2.7777180122394194) | > loss_kl: 1.6056201457977295 (1.7159268694375862) | > loss_feat: 8.047307968139648 (8.27143553113626) | > loss_mel: 13.682498931884766 (13.32444189109054) | > loss_duration: 1.6055365800857544 (1.688651713280896) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.721099853515625 (27.778174094904482) | > grad_norm_1: tensor(582.1683, device='cuda:0') (tensor(546.6883, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8054 (0.8500418405906827) | > loader_time: 0.0094 (0.010049876823923953)  --> TIME: 2025-05-10 02:51:11 -- STEP: 662/725 -- GLOBAL_STEP: 199500 | > loss_disc: 2.266566038131714 (2.206415714814222) | > loss_disc_real_0: 0.1256541758775711 (0.14142204292141064) | > loss_disc_real_1: 0.2050921767950058 (0.19264271718047543) | > loss_disc_real_2: 0.20648905634880066 (0.18942394771604734) | > loss_disc_real_3: 0.21768337488174438 (0.20388700864826453) | > loss_disc_real_4: 0.1938706934452057 (0.19733709468312124) | > loss_disc_real_5: 0.21103911101818085 (0.2013475186109903) | > loss_0: 2.266566038131714 (2.206415714814222) | > grad_norm_0: tensor(12.9010, device='cuda:0') (tensor(26.3952, device='cuda:0')) | > loss_gen: 2.867701530456543 (2.777597835416879) | > loss_kl: 1.66330885887146 (1.7190016032705862) | > loss_feat: 7.981910705566406 (8.27061113994287) | > loss_mel: 13.654547691345215 (13.323794611271051) | > loss_duration: 1.699530839920044 (1.6889857037550013) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.867000579833984 (27.779990968387292) | > grad_norm_1: tensor(422.0401, device='cuda:0') (tensor(548.6166, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8597 (0.8493104351971444) | > loader_time: 0.0096 (0.01004463344182133)  --> TIME: 2025-05-10 02:51:55 -- STEP: 712/725 -- GLOBAL_STEP: 199550 | > loss_disc: 2.2516236305236816 (2.207686449369686) | > loss_disc_real_0: 0.14627672731876373 (0.14160218511530187) | > loss_disc_real_1: 0.16730840504169464 (0.19277358722737004) | > loss_disc_real_2: 0.20692944526672363 (0.18964502755343243) | > loss_disc_real_3: 0.2010200023651123 (0.2038313734523032) | > loss_disc_real_4: 0.1841382533311844 (0.19730637279035662) | > loss_disc_real_5: 0.21726663410663605 (0.20143087239663923) | > loss_0: 2.2516236305236816 (2.207686449369686) | > grad_norm_0: tensor(19.2737, device='cuda:0') (tensor(26.3305, device='cuda:0')) | > loss_gen: 2.768681049346924 (2.775377848175132) | > loss_kl: 1.7013827562332153 (1.7203543284970728) | > loss_feat: 9.032222747802734 (8.264083738407392) | > loss_mel: 14.814120292663574 (13.321446090601802) | > loss_duration: 1.6829842329025269 (1.6888913006595012) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.9993896484375 (27.77015336711755) | > grad_norm_1: tensor(550.2446, device='cuda:0') (tensor(545.9911, device='cuda:0')) | > current_lr_0: 0.00019479363535774292 | > current_lr_1: 0.00019479363535774292 | > step_time: 0.8411 (0.8493750574213735) | > loader_time: 0.0099 (0.01003597258182054)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2548294067382812 (2.2548294067382812) | > loss_disc_real_0: 0.11440997570753098 (0.11440997570753098) | > loss_disc_real_1: 0.20954442024230957 (0.20954442024230957) | > loss_disc_real_2: 0.20159822702407837 (0.20159822702407837) | > loss_disc_real_3: 0.25433114171028137 (0.25433114171028137) | > loss_disc_real_4: 0.26981788873672485 (0.26981788873672485) | > loss_disc_real_5: 0.25696948170661926 (0.25696948170661926) | > loss_0: 2.2548294067382812 (2.2548294067382812) | > loss_gen: 2.804274559020996 (2.804274559020996) | > loss_kl: 2.010528326034546 (2.010528326034546) | > loss_feat: 7.7281413078308105 (7.7281413078308105) | > loss_mel: 14.11691665649414 (14.11691665649414) | > loss_duration: 1.6931400299072266 (1.6931400299072266) | > loss_1: 28.353002548217773 (28.353002548217773)  --> STEP: 1 | > loss_disc: 2.151921510696411 (2.151921510696411) | > loss_disc_real_0: 0.08785349875688553 (0.08785349875688553) | > loss_disc_real_1: 0.20463332533836365 (0.20463332533836365) | > loss_disc_real_2: 0.18477652966976166 (0.18477652966976166) | > loss_disc_real_3: 0.24115240573883057 (0.24115240573883057) | > loss_disc_real_4: 0.25689226388931274 (0.25689226388931274) | > loss_disc_real_5: 0.23468907177448273 (0.23468907177448273) | > loss_0: 2.151921510696411 (2.151921510696411) | > loss_gen: 2.8574392795562744 (2.8574392795562744) | > loss_kl: 2.0043129920959473 (2.0043129920959473) | > loss_feat: 9.198867797851562 (9.198867797851562) | > loss_mel: 16.520360946655273 (16.520360946655273) | > loss_duration: 1.8110942840576172 (1.8110942840576172) | > loss_1: 32.39207458496094 (32.39207458496094)  --> STEP: 2 | > loss_disc: 2.236233949661255 (2.194077730178833) | > loss_disc_real_0: 0.11036761850118637 (0.09911055862903595) | > loss_disc_real_1: 0.1969880759716034 (0.20081070065498352) | > loss_disc_real_2: 0.17823341488838196 (0.1815049722790718) | > loss_disc_real_3: 0.26223817467689514 (0.25169529020786285) | > loss_disc_real_4: 0.24522870779037476 (0.25106048583984375) | > loss_disc_real_5: 0.23470544815063477 (0.23469725996255875) | > loss_0: 2.236233949661255 (2.194077730178833) | > loss_gen: 2.710360527038574 (2.7838999032974243) | > loss_kl: 1.741827130317688 (1.8730700612068176) | > loss_feat: 8.5534029006958 (8.876135349273682) | > loss_mel: 14.609456062316895 (15.564908504486084) | > loss_duration: 1.8315095901489258 (1.8213019371032715) | > loss_1: 29.446556091308594 (30.919315338134766)  --> STEP: 3 | > loss_disc: 2.164808750152588 (2.184321403503418) | > loss_disc_real_0: 0.08590821176767349 (0.09470977634191513) | > loss_disc_real_1: 0.20961470901966095 (0.203745370109876) | > loss_disc_real_2: 0.168256014585495 (0.17708865304787955) | > loss_disc_real_3: 0.25633904337882996 (0.25324320793151855) | > loss_disc_real_4: 0.2500527501106262 (0.25072457393010456) | > loss_disc_real_5: 0.23340122401714325 (0.23426524798075357) | > loss_0: 2.164808750152588 (2.184321403503418) | > loss_gen: 2.841355323791504 (2.803051710128784) | > loss_kl: 1.9849594831466675 (1.9103665351867676) | > loss_feat: 9.605996131896973 (9.11942227681478) | > loss_mel: 15.595012664794922 (15.57494322458903) | > loss_duration: 1.8075084686279297 (1.8167041142781575) | > loss_1: 31.8348331451416 (31.22448794047038)  --> STEP: 4 | > loss_disc: 2.462462902069092 (2.2538567781448364) | > loss_disc_real_0: 0.11506337672472 (0.09979817643761635) | > loss_disc_real_1: 0.22165609896183014 (0.20822305232286453) | > loss_disc_real_2: 0.19406050443649292 (0.18133161589503288) | > loss_disc_real_3: 0.24438215792179108 (0.2510279454290867) | > loss_disc_real_4: 0.28550708293914795 (0.2594202011823654) | > loss_disc_real_5: 0.2969142198562622 (0.24992749094963074) | > loss_0: 2.462462902069092 (2.2538567781448364) | > loss_gen: 2.4759950637817383 (2.7212875485420227) | > loss_kl: 1.9059020280838013 (1.909250408411026) | > loss_feat: 7.5038323402404785 (8.715524792671204) | > loss_mel: 13.986632347106934 (15.177865505218506) | > loss_duration: 1.7526816129684448 (1.8006984889507294) | > loss_1: 27.625041961669922 (30.324626445770264) --> EVAL PERFORMANCE | > avg_loader_time: 0.28106534481048584 (+0.0005068182945251465) | > avg_loss_disc: 2.2538567781448364 (+0.04879426956176758) | > avg_loss_disc_real_0: 0.09979817643761635 (-0.025630757212638855) | > avg_loss_disc_real_1: 0.20822305232286453 (+0.020590107887983322) | > avg_loss_disc_real_2: 0.18133161589503288 (+0.02582652121782303) | > avg_loss_disc_real_3: 0.2510279454290867 (+0.009332146495580673) | > avg_loss_disc_real_4: 0.2594202011823654 (+0.059397436678409576) | > avg_loss_disc_real_5: 0.24992749094963074 (-0.0347263365983963) | > avg_loss_0: 2.2538567781448364 (+0.04879426956176758) | > avg_loss_gen: 2.7212875485420227 (-0.007112681865692139) | > avg_loss_kl: 1.909250408411026 (+0.0063664913177490234) | > avg_loss_feat: 8.715524792671204 (+0.14492762088775635) | > avg_loss_mel: 15.177865505218506 (+1.0561399459838867) | > avg_loss_duration: 1.8006984889507294 (+0.003365129232406616) | > avg_loss_1: 30.324626445770264 (+1.2036852836608887)  > EPOCH: 212/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 02:52:12)   --> TIME: 2025-05-10 02:52:46 -- STEP: 37/725 -- GLOBAL_STEP: 199600 | > loss_disc: 2.208420515060425 (2.2302785499675855) | > loss_disc_real_0: 0.14508561789989471 (0.14006616054354487) | > loss_disc_real_1: 0.17975491285324097 (0.19468874625257543) | > loss_disc_real_2: 0.1816152036190033 (0.18981191596469363) | > loss_disc_real_3: 0.22249221801757812 (0.20663115865475423) | > loss_disc_real_4: 0.19695539772510529 (0.1995204199810286) | > loss_disc_real_5: 0.1582111120223999 (0.20843792404677416) | > loss_0: 2.208420515060425 (2.2302785499675855) | > grad_norm_0: tensor(27.0258, device='cuda:0') (tensor(24.6007, device='cuda:0')) | > loss_gen: 2.5893704891204834 (2.723525891432891) | > loss_kl: 1.682963252067566 (1.7524382874772355) | > loss_feat: 7.831028938293457 (8.131950043343206) | > loss_mel: 12.330888748168945 (13.329478238079998) | > loss_duration: 1.6928489208221436 (1.6883664711101636) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.127099990844727 (27.62575912475586) | > grad_norm_1: tensor(465.3037, device='cuda:0') (tensor(560.4633, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8513 (0.8495937231424693) | > loader_time: 0.0112 (0.010098115817920581)  --> TIME: 2025-05-10 02:53:29 -- STEP: 87/725 -- GLOBAL_STEP: 199650 | > loss_disc: 2.1399085521698 (2.2166630865513586) | > loss_disc_real_0: 0.1378140151500702 (0.14112453145542367) | > loss_disc_real_1: 0.20180824398994446 (0.19278815782618253) | > loss_disc_real_2: 0.1859433650970459 (0.1881096988231286) | > loss_disc_real_3: 0.1986466646194458 (0.20592419203670545) | > loss_disc_real_4: 0.1889440417289734 (0.1965328054181461) | > loss_disc_real_5: 0.21217921376228333 (0.2063173471853651) | > loss_0: 2.1399085521698 (2.2166630865513586) | > grad_norm_0: tensor(28.2773, device='cuda:0') (tensor(26.4856, device='cuda:0')) | > loss_gen: 2.8748769760131836 (2.7581946877227437) | > loss_kl: 1.834533452987671 (1.7381531082350632) | > loss_feat: 8.43605899810791 (8.291863814167595) | > loss_mel: 13.181880950927734 (13.331055794639148) | > loss_duration: 1.6699824333190918 (1.6875000575493122) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.997333526611328 (27.806767540416498) | > grad_norm_1: tensor(647.4404, device='cuda:0') (tensor(549.2714, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8294 (0.8498902512692857) | > loader_time: 0.0107 (0.010080704743834748)  --> TIME: 2025-05-10 02:54:13 -- STEP: 137/725 -- GLOBAL_STEP: 199700 | > loss_disc: 2.025761365890503 (2.2096603995692115) | > loss_disc_real_0: 0.11851004511117935 (0.1396029461583082) | > loss_disc_real_1: 0.16508625447750092 (0.19242490305952784) | > loss_disc_real_2: 0.1704586148262024 (0.18704981645093346) | > loss_disc_real_3: 0.1948973834514618 (0.20457854714706866) | > loss_disc_real_4: 0.18825195729732513 (0.19743534313501232) | > loss_disc_real_5: 0.19403578341007233 (0.20584922376340323) | > loss_0: 2.025761365890503 (2.2096603995692115) | > grad_norm_0: tensor(26.0080, device='cuda:0') (tensor(26.0820, device='cuda:0')) | > loss_gen: 2.915785789489746 (2.7602439518392523) | > loss_kl: 1.7842296361923218 (1.738715141359037) | > loss_feat: 9.765176773071289 (8.302786266716724) | > loss_mel: 14.599259376525879 (13.313586979886912) | > loss_duration: 1.6659588813781738 (1.6887710781863137) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.730411529541016 (27.80410340580627) | > grad_norm_1: tensor(654.7096, device='cuda:0') (tensor(554.2814, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8239 (0.8498518014476247) | > loader_time: 0.0106 (0.010041952133178713)  --> TIME: 2025-05-10 02:54:56 -- STEP: 187/725 -- GLOBAL_STEP: 199750 | > loss_disc: 2.2216949462890625 (2.204099415457821) | > loss_disc_real_0: 0.20745375752449036 (0.13969320465217946) | > loss_disc_real_1: 0.20000790059566498 (0.19205224521976103) | > loss_disc_real_2: 0.19278742372989655 (0.18726057611047264) | > loss_disc_real_3: 0.15855833888053894 (0.203840999600084) | > loss_disc_real_4: 0.21333016455173492 (0.19716337594118985) | > loss_disc_real_5: 0.2039535641670227 (0.2039820933565099) | > loss_0: 2.2216949462890625 (2.204099415457821) | > grad_norm_0: tensor(44.1369, device='cuda:0') (tensor(26.6639, device='cuda:0')) | > loss_gen: 2.935994863510132 (2.771901193149587) | > loss_kl: 1.8797879219055176 (1.7328636289280366) | > loss_feat: 8.612215042114258 (8.33583906245104) | > loss_mel: 13.889190673828125 (13.35118797118651) | > loss_duration: 1.7119724750518799 (1.6897198433544547) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.02916145324707 (27.881511616834345) | > grad_norm_1: tensor(819.4034, device='cuda:0') (tensor(556.6113, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.846 (0.8495594396948178) | > loader_time: 0.0102 (0.010157286802077677)  --> TIME: 2025-05-10 02:55:39 -- STEP: 237/725 -- GLOBAL_STEP: 199800 | > loss_disc: 2.2378084659576416 (2.203379199474671) | > loss_disc_real_0: 0.11363834142684937 (0.1393554107863693) | > loss_disc_real_1: 0.19798199832439423 (0.19259761820865584) | > loss_disc_real_2: 0.2002219706773758 (0.1874148414985037) | > loss_disc_real_3: 0.2111891508102417 (0.20397153704226764) | > loss_disc_real_4: 0.18171679973602295 (0.1973531821483298) | > loss_disc_real_5: 0.21129775047302246 (0.2031449396399003) | > loss_0: 2.2378084659576416 (2.203379199474671) | > grad_norm_0: tensor(7.8354, device='cuda:0') (tensor(26.2655, device='cuda:0')) | > loss_gen: 2.7138519287109375 (2.770273288091024) | > loss_kl: 1.7970471382141113 (1.734681602771775) | > loss_feat: 7.876782417297363 (8.305981780909283) | > loss_mel: 13.93930721282959 (13.321457319621798) | > loss_duration: 1.6721549034118652 (1.6884779960294314) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.999143600463867 (27.820871924549216) | > grad_norm_1: tensor(332.3531, device='cuda:0') (tensor(559.3073, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.813 (0.8506289705445496) | > loader_time: 0.0091 (0.010195566129080859)  --> TIME: 2025-05-10 02:56:22 -- STEP: 287/725 -- GLOBAL_STEP: 199850 | > loss_disc: 2.3678221702575684 (2.2051317326283195) | > loss_disc_real_0: 0.1865285485982895 (0.13982795661750166) | > loss_disc_real_1: 0.20207898318767548 (0.19271004428431548) | > loss_disc_real_2: 0.18606743216514587 (0.1879698188670421) | > loss_disc_real_3: 0.18565626442432404 (0.20413557053235348) | > loss_disc_real_4: 0.17138703167438507 (0.19711741773924343) | > loss_disc_real_5: 0.19392350316047668 (0.2029630595798691) | > loss_0: 2.3678221702575684 (2.2051317326283195) | > grad_norm_0: tensor(29.1049, device='cuda:0') (tensor(26.9187, device='cuda:0')) | > loss_gen: 2.576420307159424 (2.7726791611116526) | > loss_kl: 1.7344626188278198 (1.735151849141935) | > loss_feat: 7.41686487197876 (8.296816918908096) | > loss_mel: 13.417656898498535 (13.317495415850383) | > loss_duration: 1.7113438844680786 (1.6887861415484227) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.856748580932617 (27.810929414702624) | > grad_norm_1: tensor(182.3581, device='cuda:0') (tensor(560.6696, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8048 (0.8485596263034834) | > loader_time: 0.01 (0.010210879588376359)  --> TIME: 2025-05-10 02:57:05 -- STEP: 337/725 -- GLOBAL_STEP: 199900 | > loss_disc: 2.290609359741211 (2.2071516690692854) | > loss_disc_real_0: 0.10043488442897797 (0.13993718999075974) | > loss_disc_real_1: 0.1919092833995819 (0.19264378038287525) | > loss_disc_real_2: 0.20289158821105957 (0.18872757653984903) | > loss_disc_real_3: 0.23121514916419983 (0.2039717050263719) | > loss_disc_real_4: 0.213481143116951 (0.1972960625009649) | > loss_disc_real_5: 0.20030242204666138 (0.20314851133512107) | > loss_0: 2.290609359741211 (2.2071516690692854) | > grad_norm_0: tensor(35.5942, device='cuda:0') (tensor(26.4800, device='cuda:0')) | > loss_gen: 2.7923688888549805 (2.7723995981301335) | > loss_kl: 1.7230144739151 (1.7307791034262683) | > loss_feat: 8.073382377624512 (8.302431521146874) | > loss_mel: 13.05848503112793 (13.333944165034534) | > loss_duration: 1.6745469570159912 (1.6881885680671262) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.32179832458496 (27.827742930335884) | > grad_norm_1: tensor(654.0858, device='cuda:0') (tensor(552.0787, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.9017 (0.8489537826277739) | > loader_time: 0.011 (0.010208175868591858)  --> TIME: 2025-05-10 02:57:49 -- STEP: 387/725 -- GLOBAL_STEP: 199950 | > loss_disc: 2.1927754878997803 (2.206601896335299) | > loss_disc_real_0: 0.17740145325660706 (0.1394812691696856) | > loss_disc_real_1: 0.19002115726470947 (0.19289599482249234) | > loss_disc_real_2: 0.18229679763317108 (0.1891257862250011) | > loss_disc_real_3: 0.20873740315437317 (0.20405862451523774) | > loss_disc_real_4: 0.18741215765476227 (0.19760974775759124) | > loss_disc_real_5: 0.1989801824092865 (0.20295708116326838) | > loss_0: 2.1927754878997803 (2.206601896335299) | > grad_norm_0: tensor(18.4709, device='cuda:0') (tensor(26.4388, device='cuda:0')) | > loss_gen: 2.705454111099243 (2.7732748966808454) | > loss_kl: 1.518102765083313 (1.7318259459133296) | > loss_feat: 7.461876392364502 (8.30616266413252) | > loss_mel: 12.837088584899902 (13.348425019927111) | > loss_duration: 1.7958574295043945 (1.6887761468419118) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.318378448486328 (27.8484646356075) | > grad_norm_1: tensor(655.3586, device='cuda:0') (tensor(551.2700, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8493 (0.8495181574069871) | > loader_time: 0.01 (0.010179776553959814)  --> TIME: 2025-05-10 02:58:32 -- STEP: 437/725 -- GLOBAL_STEP: 200000 | > loss_disc: 2.2053399085998535 (2.206133857744513) | > loss_disc_real_0: 0.13112398982048035 (0.14009870336448585) | > loss_disc_real_1: 0.1732291877269745 (0.19281608735805797) | > loss_disc_real_2: 0.1684599667787552 (0.18872201545014813) | > loss_disc_real_3: 0.20173482596874237 (0.20395945909367) | > loss_disc_real_4: 0.1922275424003601 (0.1973705062263344) | > loss_disc_real_5: 0.18443793058395386 (0.20320659129106752) | > loss_0: 2.2053399085998535 (2.206133857744513) | > grad_norm_0: tensor(39.1358, device='cuda:0') (tensor(26.6294, device='cuda:0')) | > loss_gen: 2.7400872707366943 (2.7750053667640238) | > loss_kl: 1.754673719406128 (1.729986005844186) | > loss_feat: 8.693862915039062 (8.303963669923133) | > loss_mel: 13.568784713745117 (13.338336001817368) | > loss_duration: 1.6534653902053833 (1.6887129826185632) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.41087532043457 (27.836004043334682) | > grad_norm_1: tensor(783.7397, device='cuda:0') (tensor(552.0338, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8884 (0.8488546596239036) | > loader_time: 0.0124 (0.010187493854583814) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_200000.pth  --> TIME: 2025-05-10 02:59:18 -- STEP: 487/725 -- GLOBAL_STEP: 200050 | > loss_disc: 2.253265619277954 (2.2065157430127935) | > loss_disc_real_0: 0.18992939591407776 (0.13997469461490492) | > loss_disc_real_1: 0.20296256244182587 (0.19271583261553518) | > loss_disc_real_2: 0.20727713406085968 (0.18885746390178224) | > loss_disc_real_3: 0.21706296503543854 (0.20413864843042479) | > loss_disc_real_4: 0.1681697815656662 (0.19749688520813374) | > loss_disc_real_5: 0.20565691590309143 (0.2032063477643951) | > loss_0: 2.253265619277954 (2.2065157430127935) | > grad_norm_0: tensor(27.0379, device='cuda:0') (tensor(26.5400, device='cuda:0')) | > loss_gen: 2.6261470317840576 (2.772433675534915) | > loss_kl: 1.6944485902786255 (1.7302086081592944) | > loss_feat: 6.962677955627441 (8.288374235008291) | > loss_mel: 11.16212272644043 (13.327446334415882) | > loss_duration: 1.6719995737075806 (1.6894226776745775) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.117393493652344 (27.80788554792776) | > grad_norm_1: tensor(656.1105, device='cuda:0') (tensor(549.3652, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8062 (0.8488154915568767) | > loader_time: 0.0091 (0.01018827455978864)  --> TIME: 2025-05-10 03:00:01 -- STEP: 537/725 -- GLOBAL_STEP: 200100 | > loss_disc: 2.358475923538208 (2.2061013389566115) | > loss_disc_real_0: 0.25778377056121826 (0.14023300732036773) | > loss_disc_real_1: 0.209345281124115 (0.19258342744362864) | > loss_disc_real_2: 0.18482714891433716 (0.18875194908409373) | > loss_disc_real_3: 0.2464272826910019 (0.2043186730568191) | > loss_disc_real_4: 0.21535328030586243 (0.1971635278765271) | > loss_disc_real_5: 0.21620981395244598 (0.20322530937261415) | > loss_0: 2.358475923538208 (2.2061013389566115) | > grad_norm_0: tensor(42.3290, device='cuda:0') (tensor(26.8835, device='cuda:0')) | > loss_gen: 2.76120662689209 (2.7734745476720932) | > loss_kl: 1.540159821510315 (1.7296756250676275) | > loss_feat: 8.150229454040527 (8.294911706913787) | > loss_mel: 12.673151016235352 (13.32599588568206) | > loss_duration: 1.7044432163238525 (1.689679093867041) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.829191207885742 (27.81373686408642) | > grad_norm_1: tensor(497.9999, device='cuda:0') (tensor(552.5352, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8538 (0.8490169114906697) | > loader_time: 0.0101 (0.010190639637923998)  --> TIME: 2025-05-10 03:00:44 -- STEP: 587/725 -- GLOBAL_STEP: 200150 | > loss_disc: 2.261568546295166 (2.205308674953664) | > loss_disc_real_0: 0.13712629675865173 (0.1395489504430728) | > loss_disc_real_1: 0.20786869525909424 (0.19251851473492293) | > loss_disc_real_2: 0.19679835438728333 (0.18866655895616583) | > loss_disc_real_3: 0.23078542947769165 (0.2043587889338271) | > loss_disc_real_4: 0.20635437965393066 (0.19719039908970434) | > loss_disc_real_5: 0.22923029959201813 (0.20331199304716344) | > loss_0: 2.261568546295166 (2.205308674953664) | > grad_norm_0: tensor(21.7260, device='cuda:0') (tensor(26.6142, device='cuda:0')) | > loss_gen: 2.699789524078369 (2.7740945556094756) | > loss_kl: 1.638089656829834 (1.7258359429377301) | > loss_feat: 7.6059489250183105 (8.301416306113875) | > loss_mel: 12.846084594726562 (13.34041463699211) | > loss_duration: 1.6756235361099243 (1.689198988462835) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.465534210205078 (27.830960421586575) | > grad_norm_1: tensor(706.4774, device='cuda:0') (tensor(552.5776, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8567 (0.8493053961856201) | > loader_time: 0.0095 (0.010172843526940943)  --> TIME: 2025-05-10 03:01:27 -- STEP: 637/725 -- GLOBAL_STEP: 200200 | > loss_disc: 2.1684060096740723 (2.2080862930094254) | > loss_disc_real_0: 0.18702390789985657 (0.1395961567291659) | > loss_disc_real_1: 0.19440431892871857 (0.19262660815259158) | > loss_disc_real_2: 0.17945563793182373 (0.18886886247005344) | > loss_disc_real_3: 0.18506436049938202 (0.20473671792253417) | > loss_disc_real_4: 0.19044820964336395 (0.1974824871195354) | > loss_disc_real_5: 0.19806675612926483 (0.20348334497241427) | > loss_0: 2.1684060096740723 (2.2080862930094254) | > grad_norm_0: tensor(53.6938, device='cuda:0') (tensor(26.7879, device='cuda:0')) | > loss_gen: 2.85418438911438 (2.7705341145232514) | > loss_kl: 1.7700308561325073 (1.7273633337844294) | > loss_feat: 9.00032901763916 (8.273712038432409) | > loss_mel: 14.188961029052734 (13.307745328690611) | > loss_duration: 1.6611074209213257 (1.6892089834392914) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.474613189697266 (27.7685637930686) | > grad_norm_1: tensor(677.7130, device='cuda:0') (tensor(553.9529, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8266 (0.8490152703349594) | > loader_time: 0.0092 (0.010181040741397977)  --> TIME: 2025-05-10 03:02:10 -- STEP: 687/725 -- GLOBAL_STEP: 200250 | > loss_disc: 2.1166136264801025 (2.2073682742694927) | > loss_disc_real_0: 0.10912873595952988 (0.1395874882043709) | > loss_disc_real_1: 0.18841175734996796 (0.19252018489518358) | > loss_disc_real_2: 0.18673013150691986 (0.1888479757213523) | > loss_disc_real_3: 0.18741175532341003 (0.20473786451063483) | > loss_disc_real_4: 0.18044237792491913 (0.19743572264432557) | > loss_disc_real_5: 0.2249469757080078 (0.20343109507661364) | > loss_0: 2.1166136264801025 (2.2073682742694927) | > grad_norm_0: tensor(31.5055, device='cuda:0') (tensor(27.0262, device='cuda:0')) | > loss_gen: 2.8319544792175293 (2.770601501284384) | > loss_kl: 1.7348383665084839 (1.7295533649439023) | > loss_feat: 8.742532730102539 (8.27698824950528) | > loss_mel: 13.691414833068848 (13.308411791161511) | > loss_duration: 1.6909102201461792 (1.6891476349712633) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.691650390625 (27.77470254967481) | > grad_norm_1: tensor(820.0209, device='cuda:0') (tensor(558.4927, device='cuda:0')) | > current_lr_0: 0.0001947692861533232 | > current_lr_1: 0.0001947692861533232 | > step_time: 0.8583 (0.8482539983468979) | > loader_time: 0.0096 (0.010170703024496333)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.225200653076172 (2.225200653076172) | > loss_disc_real_0: 0.12882597744464874 (0.12882597744464874) | > loss_disc_real_1: 0.20885302126407623 (0.20885302126407623) | > loss_disc_real_2: 0.22853106260299683 (0.22853106260299683) | > loss_disc_real_3: 0.2417786717414856 (0.2417786717414856) | > loss_disc_real_4: 0.2474304735660553 (0.2474304735660553) | > loss_disc_real_5: 0.23758825659751892 (0.23758825659751892) | > loss_0: 2.225200653076172 (2.225200653076172) | > loss_gen: 2.891545534133911 (2.891545534133911) | > loss_kl: 2.002347469329834 (2.002347469329834) | > loss_feat: 8.586745262145996 (8.586745262145996) | > loss_mel: 13.47646427154541 (13.47646427154541) | > loss_duration: 1.6834174394607544 (1.6834174394607544) | > loss_1: 28.640520095825195 (28.640520095825195)  --> STEP: 1 | > loss_disc: 2.2410054206848145 (2.2410054206848145) | > loss_disc_real_0: 0.13253673911094666 (0.13253673911094666) | > loss_disc_real_1: 0.21916894614696503 (0.21916894614696503) | > loss_disc_real_2: 0.21440252661705017 (0.21440252661705017) | > loss_disc_real_3: 0.2626354992389679 (0.2626354992389679) | > loss_disc_real_4: 0.28405243158340454 (0.28405243158340454) | > loss_disc_real_5: 0.2505595088005066 (0.2505595088005066) | > loss_0: 2.2410054206848145 (2.2410054206848145) | > loss_gen: 2.9708781242370605 (2.9708781242370605) | > loss_kl: 2.0482730865478516 (2.0482730865478516) | > loss_feat: 8.452507019042969 (8.452507019042969) | > loss_mel: 14.609004974365234 (14.609004974365234) | > loss_duration: 1.797551155090332 (1.797551155090332) | > loss_1: 29.878215789794922 (29.878215789794922)  --> STEP: 2 | > loss_disc: 2.2608375549316406 (2.2509214878082275) | > loss_disc_real_0: 0.14810897409915924 (0.14032285660505295) | > loss_disc_real_1: 0.2081238031387329 (0.21364637464284897) | > loss_disc_real_2: 0.214691624045372 (0.2145470753312111) | > loss_disc_real_3: 0.2437235414981842 (0.25317952036857605) | > loss_disc_real_4: 0.23083756864070892 (0.25744500011205673) | > loss_disc_real_5: 0.22708149254322052 (0.23882050067186356) | > loss_0: 2.2608375549316406 (2.2509214878082275) | > loss_gen: 2.7381303310394287 (2.8545042276382446) | > loss_kl: 2.0210280418395996 (2.0346505641937256) | > loss_feat: 7.927949905395508 (8.190228462219238) | > loss_mel: 12.719741821289062 (13.664373397827148) | > loss_duration: 1.8414133787155151 (1.8194822669029236) | > loss_1: 27.24826431274414 (28.56324005126953)  --> STEP: 3 | > loss_disc: 2.3821849822998047 (2.2946759859720864) | > loss_disc_real_0: 0.17204564809799194 (0.15089712043603262) | > loss_disc_real_1: 0.22888189554214478 (0.2187248816092809) | > loss_disc_real_2: 0.22791141271591187 (0.21900185445944467) | > loss_disc_real_3: 0.26174184679985046 (0.25603362917900085) | > loss_disc_real_4: 0.28543686866760254 (0.26677562296390533) | > loss_disc_real_5: 0.23583196103572845 (0.23782432079315186) | > loss_0: 2.3821849822998047 (2.2946759859720864) | > loss_gen: 2.7788784503936768 (2.8292956352233887) | > loss_kl: 1.7968302965164185 (1.9553771416346233) | > loss_feat: 7.0234270095825195 (7.801294644673665) | > loss_mel: 12.214125633239746 (13.180957476298014) | > loss_duration: 1.794118881225586 (1.8110278050104778) | > loss_1: 25.607379913330078 (27.577953338623047)  --> STEP: 4 | > loss_disc: 2.229938507080078 (2.2784916162490845) | > loss_disc_real_0: 0.11610116809606552 (0.14219813235104084) | > loss_disc_real_1: 0.21624107658863068 (0.21810393035411835) | > loss_disc_real_2: 0.210751011967659 (0.21693914383649826) | > loss_disc_real_3: 0.2521207332611084 (0.25505540519952774) | > loss_disc_real_4: 0.2798510789871216 (0.2700444869697094) | > loss_disc_real_5: 0.29790863394737244 (0.252845399081707) | > loss_0: 2.229938507080078 (2.2784916162490845) | > loss_gen: 3.0010948181152344 (2.87224543094635) | > loss_kl: 1.8162921667099 (1.9206058979034424) | > loss_feat: 8.740221977233887 (8.03602647781372) | > loss_mel: 14.325735092163086 (13.467151880264282) | > loss_duration: 1.7458908557891846 (1.7947435677051544) | > loss_1: 29.629234313964844 (28.090773582458496) --> EVAL PERFORMANCE | > avg_loader_time: 0.2827785015106201 (+0.0017131567001342773) | > avg_loss_disc: 2.2784916162490845 (+0.024634838104248047) | > avg_loss_disc_real_0: 0.14219813235104084 (+0.04239995591342449) | > avg_loss_disc_real_1: 0.21810393035411835 (+0.009880878031253815) | > avg_loss_disc_real_2: 0.21693914383649826 (+0.03560752794146538) | > avg_loss_disc_real_3: 0.25505540519952774 (+0.004027459770441055) | > avg_loss_disc_real_4: 0.2700444869697094 (+0.010624285787343979) | > avg_loss_disc_real_5: 0.252845399081707 (+0.0029179081320762634) | > avg_loss_0: 2.2784916162490845 (+0.024634838104248047) | > avg_loss_gen: 2.87224543094635 (+0.1509578824043274) | > avg_loss_kl: 1.9206058979034424 (+0.011355489492416382) | > avg_loss_feat: 8.03602647781372 (-0.6794983148574829) | > avg_loss_mel: 13.467151880264282 (-1.7107136249542236) | > avg_loss_duration: 1.7947435677051544 (-0.005954921245574951) | > avg_loss_1: 28.090773582458496 (-2.2338528633117676)  > EPOCH: 213/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 03:02:49)   --> TIME: 2025-05-10 03:03:01 -- STEP: 12/725 -- GLOBAL_STEP: 200300 | > loss_disc: 2.340461492538452 (2.2132959564526877) | > loss_disc_real_0: 0.12990926206111908 (0.13460634524623552) | > loss_disc_real_1: 0.1882542222738266 (0.19584236045678458) | > loss_disc_real_2: 0.18979224562644958 (0.18404327829678854) | > loss_disc_real_3: 0.18913695216178894 (0.20690669864416122) | > loss_disc_real_4: 0.19690462946891785 (0.19997854034105936) | > loss_disc_real_5: 0.19277670979499817 (0.20953994244337082) | > loss_0: 2.340461492538452 (2.2132959564526877) | > grad_norm_0: tensor(10.9573, device='cuda:0') (tensor(24.1584, device='cuda:0')) | > loss_gen: 2.474066734313965 (2.70710152387619) | > loss_kl: 1.7932798862457275 (1.748845358689626) | > loss_feat: 6.8339033126831055 (7.9934297402699785) | > loss_mel: 11.578625679016113 (13.352009455362955) | > loss_duration: 1.7330204248428345 (1.6904820601145427) | > amp_scaler: 256.0 (277.3333333333333) | > loss_1: 24.41289520263672 (27.491868019104004) | > grad_norm_1: tensor(423.9994, device='cuda:0') (tensor(521.8398, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8492 (0.8375654816627502) | > loader_time: 0.0089 (0.009898066520690918)  --> TIME: 2025-05-10 03:03:45 -- STEP: 62/725 -- GLOBAL_STEP: 200350 | > loss_disc: 2.317376136779785 (2.1983110597056736) | > loss_disc_real_0: 0.14742565155029297 (0.13797465519559005) | > loss_disc_real_1: 0.17953220009803772 (0.19149268034004396) | > loss_disc_real_2: 0.18182191252708435 (0.1842996619882122) | > loss_disc_real_3: 0.18779239058494568 (0.20416033556384425) | > loss_disc_real_4: 0.17911607027053833 (0.19592586135671985) | > loss_disc_real_5: 0.21249054372310638 (0.20611846014376609) | > loss_0: 2.317376136779785 (2.1983110597056736) | > grad_norm_0: tensor(25.7383, device='cuda:0') (tensor(24.7461, device='cuda:0')) | > loss_gen: 2.6072182655334473 (2.758406689090113) | > loss_kl: 1.5062971115112305 (1.7334878329307801) | > loss_feat: 7.106141090393066 (8.220788394251178) | > loss_mel: 11.601163864135742 (13.343790777267948) | > loss_duration: 1.720489263534546 (1.684395299803826) | > amp_scaler: 256.0 (260.1290322580645) | > loss_1: 24.541309356689453 (27.74086912216679) | > grad_norm_1: tensor(554.7437, device='cuda:0') (tensor(565.2401, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8407 (0.8505175613587902) | > loader_time: 0.0122 (0.010358310514880766)  --> TIME: 2025-05-10 03:04:28 -- STEP: 112/725 -- GLOBAL_STEP: 200400 | > loss_disc: 2.126221179962158 (2.206233082073076) | > loss_disc_real_0: 0.221475288271904 (0.14066984557679718) | > loss_disc_real_1: 0.17756867408752441 (0.1914536309029375) | > loss_disc_real_2: 0.1688651591539383 (0.18606063071638346) | > loss_disc_real_3: 0.19436708092689514 (0.20513376540371348) | > loss_disc_real_4: 0.19780324399471283 (0.19677247067115136) | > loss_disc_real_5: 0.20571301877498627 (0.2051467304783208) | > loss_0: 2.126221179962158 (2.206233082073076) | > grad_norm_0: tensor(32.1770, device='cuda:0') (tensor(26.8340, device='cuda:0')) | > loss_gen: 3.015007495880127 (2.764664730855397) | > loss_kl: 1.5619568824768066 (1.722991173820836) | > loss_feat: 8.987241744995117 (8.22553338749068) | > loss_mel: 14.35023307800293 (13.304269969463345) | > loss_duration: 1.6910133361816406 (1.688526485647474) | > amp_scaler: 256.0 (258.2857142857141) | > loss_1: 29.605451583862305 (27.705985818590438) | > grad_norm_1: tensor(353.7032, device='cuda:0') (tensor(556.6501, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8232 (0.8517932849270957) | > loader_time: 0.0097 (0.010294901473181588)  --> TIME: 2025-05-10 03:05:12 -- STEP: 162/725 -- GLOBAL_STEP: 200450 | > loss_disc: 2.2792232036590576 (2.2103841525537) | > loss_disc_real_0: 0.1409541666507721 (0.1407396667349486) | > loss_disc_real_1: 0.17541097104549408 (0.19173951410217047) | > loss_disc_real_2: 0.21109195053577423 (0.18761434148491177) | > loss_disc_real_3: 0.21971887350082397 (0.20431307390516187) | > loss_disc_real_4: 0.22552372515201569 (0.1964212359837544) | > loss_disc_real_5: 0.20131704211235046 (0.20594794496341987) | > loss_0: 2.2792232036590576 (2.2103841525537) | > grad_norm_0: tensor(29.5909, device='cuda:0') (tensor(25.9134, device='cuda:0')) | > loss_gen: 2.7064051628112793 (2.7626387616734442) | > loss_kl: 1.8573122024536133 (1.725481652919157) | > loss_feat: 7.379631042480469 (8.252484798431395) | > loss_mel: 12.811702728271484 (13.374797155827647) | > loss_duration: 1.615409016609192 (1.6869721971912148) | > amp_scaler: 256.0 (257.5802469135799) | > loss_1: 26.370460510253906 (27.8023746514026) | > grad_norm_1: tensor(586.5969, device='cuda:0') (tensor(543.0748, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8452 (0.854079055197445) | > loader_time: 0.0104 (0.010297266053564756)  --> TIME: 2025-05-10 03:05:55 -- STEP: 212/725 -- GLOBAL_STEP: 200500 | > loss_disc: 2.3653438091278076 (2.2167972270047898) | > loss_disc_real_0: 0.13170364499092102 (0.141492070805914) | > loss_disc_real_1: 0.21580810844898224 (0.19303854069900964) | > loss_disc_real_2: 0.21882392466068268 (0.188971545828401) | > loss_disc_real_3: 0.21031591296195984 (0.20464651616957952) | > loss_disc_real_4: 0.2003268301486969 (0.1967819683816073) | > loss_disc_real_5: 0.19402140378952026 (0.20568007835239735) | > loss_0: 2.3653438091278076 (2.2167972270047898) | > grad_norm_0: tensor(20.8359, device='cuda:0') (tensor(25.7626, device='cuda:0')) | > loss_gen: 2.4965076446533203 (2.756669107473122) | > loss_kl: 1.7295769453048706 (1.734623039668461) | > loss_feat: 6.882413864135742 (8.233647861570676) | > loss_mel: 11.953139305114746 (13.331209344683948) | > loss_duration: 1.7030003070831299 (1.6869285657720745) | > amp_scaler: 256.0 (257.2075471698113) | > loss_1: 24.764638900756836 (27.743078051872974) | > grad_norm_1: tensor(247.1521, device='cuda:0') (tensor(533.7554, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8462 (0.8532643250699313) | > loader_time: 0.0096 (0.010192004014860909)  --> TIME: 2025-05-10 03:06:38 -- STEP: 262/725 -- GLOBAL_STEP: 200550 | > loss_disc: 2.364999771118164 (2.2397406783722755) | > loss_disc_real_0: 0.19180633127689362 (0.157874216816125) | > loss_disc_real_1: 0.1795792430639267 (0.19232638970813679) | > loss_disc_real_2: 0.20696546137332916 (0.18897885396962866) | > loss_disc_real_3: 0.210955411195755 (0.20444820588099138) | > loss_disc_real_4: 0.21442539989948273 (0.1975725419989979) | > loss_disc_real_5: 0.21587787568569183 (0.20635725967301666) | > loss_0: 2.364999771118164 (2.2397406783722755) | > grad_norm_0: tensor(12.1645, device='cuda:0') (tensor(25.8582, device='cuda:0')) | > loss_gen: 2.6330835819244385 (2.757449751591865) | > loss_kl: 1.874873161315918 (1.731929502414383) | > loss_feat: 6.980854511260986 (8.257394231912741) | > loss_mel: 12.32451343536377 (13.372612243390261) | > loss_duration: 1.6790661811828613 (1.688169629064225) | > amp_scaler: 256.0 (256.9770992366413) | > loss_1: 25.492389678955078 (27.80755544618796) | > grad_norm_1: tensor(181.2019, device='cuda:0') (tensor(512.9558, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8619 (0.8504790140472296) | > loader_time: 0.0101 (0.010122269164514905)  --> TIME: 2025-05-10 03:07:20 -- STEP: 312/725 -- GLOBAL_STEP: 200600 | > loss_disc: 2.2024049758911133 (2.2396720174031404) | > loss_disc_real_0: 0.1453813910484314 (0.15732430115055568) | > loss_disc_real_1: 0.18387149274349213 (0.1923038304234162) | > loss_disc_real_2: 0.18966656923294067 (0.18914237699638572) | > loss_disc_real_3: 0.2106882482767105 (0.2044241645206243) | > loss_disc_real_4: 0.19145217537879944 (0.1970399377437738) | > loss_disc_real_5: 0.21497105062007904 (0.20732611365234235) | > loss_0: 2.2024049758911133 (2.2396720174031404) | > grad_norm_0: tensor(16.0212, device='cuda:0') (tensor(24.8175, device='cuda:0')) | > loss_gen: 2.694906711578369 (2.75271193110026) | > loss_kl: 1.7010353803634644 (1.7315772523482644) | > loss_feat: 8.61396598815918 (8.23899434927182) | > loss_mel: 13.668790817260742 (13.368981174933605) | > loss_duration: 1.6831278800964355 (1.6876213382451954) | > amp_scaler: 256.0 (256.82051282051304) | > loss_1: 28.361825942993164 (27.779886099008415) | > grad_norm_1: tensor(523.0148, device='cuda:0') (tensor(509.5562, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8317 (0.849078322832401) | > loader_time: 0.0103 (0.010085625526232598)  --> TIME: 2025-05-10 03:08:03 -- STEP: 362/725 -- GLOBAL_STEP: 200650 | > loss_disc: 2.2313287258148193 (2.2363218576210016) | > loss_disc_real_0: 0.14223793148994446 (0.15569179278710915) | > loss_disc_real_1: 0.22280845046043396 (0.192505010419129) | > loss_disc_real_2: 0.22285869717597961 (0.18915671781117077) | > loss_disc_real_3: 0.21372897922992706 (0.20425847036897804) | > loss_disc_real_4: 0.18176397681236267 (0.19688337559693425) | > loss_disc_real_5: 0.20646992325782776 (0.20671743430320724) | > loss_0: 2.2313287258148193 (2.2363218576210016) | > grad_norm_0: tensor(11.2771, device='cuda:0') (tensor(24.4623, device='cuda:0')) | > loss_gen: 2.659132480621338 (2.7538596174334957) | > loss_kl: 1.9943771362304688 (1.736904548347326) | > loss_feat: 7.763227462768555 (8.236309606067381) | > loss_mel: 12.741171836853027 (13.341902983122768) | > loss_duration: 1.6428570747375488 (1.6864922790896162) | > amp_scaler: 256.0 (256.7071823204422) | > loss_1: 26.800764083862305 (27.75546907983432) | > grad_norm_1: tensor(150.2662, device='cuda:0') (tensor(496.6013, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.843 (0.8485372606561987) | > loader_time: 0.0101 (0.010081143669001962)  --> TIME: 2025-05-10 03:08:46 -- STEP: 412/725 -- GLOBAL_STEP: 200700 | > loss_disc: 2.298654556274414 (2.232802023008035) | > loss_disc_real_0: 0.12698329985141754 (0.1540073322367319) | > loss_disc_real_1: 0.19388650357723236 (0.19255636621592115) | > loss_disc_real_2: 0.21570487320423126 (0.18873583048003384) | > loss_disc_real_3: 0.2751222848892212 (0.20419646134075606) | > loss_disc_real_4: 0.22185517847537994 (0.19656167866535557) | > loss_disc_real_5: 0.19953487813472748 (0.20690273160783987) | > loss_0: 2.298654556274414 (2.232802023008035) | > grad_norm_0: tensor(11.2762, device='cuda:0') (tensor(22.9078, device='cuda:0')) | > loss_gen: 2.6686477661132812 (2.7501335363943604) | > loss_kl: 1.7056498527526855 (1.7398314470226328) | > loss_feat: 8.084811210632324 (8.238445522715745) | > loss_mel: 12.929788589477539 (13.343515502596365) | > loss_duration: 1.6856330633163452 (1.6867783630935886) | > amp_scaler: 256.0 (256.62135922330117) | > loss_1: 27.07452964782715 (27.7587044123307) | > grad_norm_1: tensor(339.7017, device='cuda:0') (tensor(456.0389, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8537 (0.848064755351798) | > loader_time: 0.0097 (0.01005692389404889)  --> TIME: 2025-05-10 03:09:29 -- STEP: 462/725 -- GLOBAL_STEP: 200750 | > loss_disc: 2.184126377105713 (2.232520645314999) | > loss_disc_real_0: 0.13035903871059418 (0.15318560389019692) | > loss_disc_real_1: 0.16624274849891663 (0.19259445117665575) | > loss_disc_real_2: 0.1742241233587265 (0.18876611167218255) | > loss_disc_real_3: 0.23248372972011566 (0.2043250250222879) | > loss_disc_real_4: 0.222248375415802 (0.19685481253253434) | > loss_disc_real_5: 0.1978752464056015 (0.20676258332156514) | > loss_0: 2.184126377105713 (2.232520645314999) | > grad_norm_0: tensor(28.1671, device='cuda:0') (tensor(23.1733, device='cuda:0')) | > loss_gen: 2.784224510192871 (2.74830191372793) | > loss_kl: 1.6365185976028442 (1.74031611541649) | > loss_feat: 8.264484405517578 (8.21852063719845) | > loss_mel: 13.565412521362305 (13.313759820285814) | > loss_duration: 1.7038570642471313 (1.6865905799390946) | > amp_scaler: 256.0 (256.55411255411275) | > loss_1: 27.954498291015625 (27.70748910862646) | > grad_norm_1: tensor(727.7554, device='cuda:0') (tensor(455.5866, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.7832 (0.8468266725540161) | > loader_time: 0.0096 (0.010016456826940755)  --> TIME: 2025-05-10 03:10:12 -- STEP: 512/725 -- GLOBAL_STEP: 200800 | > loss_disc: 2.149066686630249 (2.2334020626731235) | > loss_disc_real_0: 0.13329961895942688 (0.15196991738048365) | > loss_disc_real_1: 0.17547018826007843 (0.19266578182578087) | > loss_disc_real_2: 0.1821892410516739 (0.18894576793536538) | > loss_disc_real_3: 0.21671757102012634 (0.2046564052288886) | > loss_disc_real_4: 0.1653435081243515 (0.19699855684302747) | > loss_disc_real_5: 0.1991085261106491 (0.20699886593502012) | > loss_0: 2.149066686630249 (2.2334020626731235) | > grad_norm_0: tensor(37.8131, device='cuda:0') (tensor(22.9750, device='cuda:0')) | > loss_gen: 2.847386598587036 (2.7450155550614004) | > loss_kl: 1.7115713357925415 (1.7353857767302545) | > loss_feat: 8.836297988891602 (8.195017964579169) | > loss_mel: 13.41392993927002 (13.28586502559483) | > loss_duration: 1.6483800411224365 (1.68760891421698) | > amp_scaler: 256.0 (256.50000000000017) | > loss_1: 28.45756721496582 (27.648893274366856) | > grad_norm_1: tensor(685.5178, device='cuda:0') (tensor(455.8969, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8429 (0.8467639116570354) | > loader_time: 0.0096 (0.010026972275227305)  --> TIME: 2025-05-10 03:10:55 -- STEP: 562/725 -- GLOBAL_STEP: 200850 | > loss_disc: 2.0681138038635254 (2.2310138788087532) | > loss_disc_real_0: 0.11338531225919724 (0.15087486865840757) | > loss_disc_real_1: 0.16266249120235443 (0.19267093650068676) | > loss_disc_real_2: 0.19000348448753357 (0.18885781478097002) | > loss_disc_real_3: 0.19363923370838165 (0.20455943991917316) | > loss_disc_real_4: 0.1876678764820099 (0.1969153611950603) | > loss_disc_real_5: 0.21042309701442719 (0.20689096426412296) | > loss_0: 2.0681138038635254 (2.2310138788087532) | > grad_norm_0: tensor(31.5531, device='cuda:0') (tensor(23.1706, device='cuda:0')) | > loss_gen: 3.0750932693481445 (2.7484682832324214) | > loss_kl: 1.6926703453063965 (1.7334758376311576) | > loss_feat: 9.869227409362793 (8.212403718262806) | > loss_mel: 14.377018928527832 (13.312099175096831) | > loss_duration: 1.6597497463226318 (1.6877233559974985) | > amp_scaler: 256.0 (256.45551601423506) | > loss_1: 30.673757553100586 (27.69417041561358) | > grad_norm_1: tensor(605.6489, device='cuda:0') (tensor(460.2287, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8814 (0.8463051510026871) | > loader_time: 0.0107 (0.010001835025502264)  --> TIME: 2025-05-10 03:11:38 -- STEP: 612/725 -- GLOBAL_STEP: 200900 | > loss_disc: 2.237884044647217 (2.230576161660401) | > loss_disc_real_0: 0.1547251045703888 (0.14990273555071126) | > loss_disc_real_1: 0.1929684430360794 (0.1929008902531433) | > loss_disc_real_2: 0.19669890403747559 (0.1891608569113648) | > loss_disc_real_3: 0.21628151834011078 (0.2045099025750472) | > loss_disc_real_4: 0.21277260780334473 (0.1969621022006654) | > loss_disc_real_5: 0.21953174471855164 (0.2066084997229324) | > loss_0: 2.237884044647217 (2.230576161660401) | > grad_norm_0: tensor(20.3201, device='cuda:0') (tensor(23.5718, device='cuda:0')) | > loss_gen: 2.7835991382598877 (2.749811572966232) | > loss_kl: 1.8182443380355835 (1.7324331424205133) | > loss_feat: 7.747974872589111 (8.211094898336073) | > loss_mel: 12.610443115234375 (13.310327194874578) | > loss_duration: 1.6217854022979736 (1.6873283142747428) | > amp_scaler: 256.0 (256.418300653595) | > loss_1: 26.582048416137695 (27.69099516650431) | > grad_norm_1: tensor(570.5081, device='cuda:0') (tensor(465.2137, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8086 (0.8461016034768298) | > loader_time: 0.0111 (0.00999890706118415)  --> TIME: 2025-05-10 03:12:20 -- STEP: 662/725 -- GLOBAL_STEP: 200950 | > loss_disc: 2.2019758224487305 (2.229691573320198) | > loss_disc_real_0: 0.18335086107254028 (0.14941824943367438) | > loss_disc_real_1: 0.1906006932258606 (0.19282380288911363) | > loss_disc_real_2: 0.18379227817058563 (0.18925571770286276) | > loss_disc_real_3: 0.2592222988605499 (0.20452037838560577) | > loss_disc_real_4: 0.19154269993305206 (0.19700775835719342) | > loss_disc_real_5: 0.21091344952583313 (0.20659350585811423) | > loss_0: 2.2019758224487305 (2.229691573320198) | > grad_norm_0: tensor(25.1266, device='cuda:0') (tensor(23.5824, device='cuda:0')) | > loss_gen: 2.8494224548339844 (2.7484269149353846) | > loss_kl: 1.7334654331207275 (1.7321654234047743) | > loss_feat: 8.390353202819824 (8.202300102689119) | > loss_mel: 12.721325874328613 (13.306666728593067) | > loss_duration: 1.709261178970337 (1.6875780721805593) | > amp_scaler: 256.0 (256.3867069486404) | > loss_1: 27.403827667236328 (27.677137291323387) | > grad_norm_1: tensor(694.1613, device='cuda:0') (tensor(469.6452, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8524 (0.8452553126026856) | > loader_time: 0.0095 (0.009973487465043075)  --> TIME: 2025-05-10 03:13:03 -- STEP: 712/725 -- GLOBAL_STEP: 201000 | > loss_disc: 2.1699700355529785 (2.228874478614733) | > loss_disc_real_0: 0.0717918872833252 (0.1492247303340876) | > loss_disc_real_1: 0.1709435135126114 (0.1927360792047856) | > loss_disc_real_2: 0.1977025717496872 (0.1893166539499934) | > loss_disc_real_3: 0.22563427686691284 (0.20440619777929916) | > loss_disc_real_4: 0.21720436215400696 (0.1970755085139796) | > loss_disc_real_5: 0.18612900376319885 (0.20636436378771644) | > loss_0: 2.1699700355529785 (2.228874478614733) | > grad_norm_0: tensor(23.6217, device='cuda:0') (tensor(23.6509, device='cuda:0')) | > loss_gen: 2.8017349243164062 (2.74871973810571) | > loss_kl: 1.7839146852493286 (1.7318939338909107) | > loss_feat: 9.124297142028809 (8.207422600703296) | > loss_mel: 14.96572494506836 (13.302709141474086) | > loss_duration: 1.679060935974121 (1.6871657108657803) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 30.354732513427734 (27.677911147642675) | > grad_norm_1: tensor(641.0479, device='cuda:0') (tensor(470.9179, device='cuda:0')) | > current_lr_0: 0.000194744939992554 | > current_lr_1: 0.000194744939992554 | > step_time: 0.8212 (0.845237614398592) | > loader_time: 0.0095 (0.009977214122086424) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_201000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4341375827789307 (2.4341375827789307) | > loss_disc_real_0: 0.1651122272014618 (0.1651122272014618) | > loss_disc_real_1: 0.19271528720855713 (0.19271528720855713) | > loss_disc_real_2: 0.21200254559516907 (0.21200254559516907) | > loss_disc_real_3: 0.24330799281597137 (0.24330799281597137) | > loss_disc_real_4: 0.2740863263607025 (0.2740863263607025) | > loss_disc_real_5: 0.2546948790550232 (0.2546948790550232) | > loss_0: 2.4341375827789307 (2.4341375827789307) | > loss_gen: 2.5831847190856934 (2.5831847190856934) | > loss_kl: 2.102231502532959 (2.102231502532959) | > loss_feat: 7.644344329833984 (7.644344329833984) | > loss_mel: 12.905181884765625 (12.905181884765625) | > loss_duration: 1.688687801361084 (1.688687801361084) | > loss_1: 26.92363166809082 (26.92363166809082)  --> STEP: 1 | > loss_disc: 2.3815197944641113 (2.3815197944641113) | > loss_disc_real_0: 0.15640442073345184 (0.15640442073345184) | > loss_disc_real_1: 0.1858334094285965 (0.1858334094285965) | > loss_disc_real_2: 0.22538621723651886 (0.22538621723651886) | > loss_disc_real_3: 0.2628794312477112 (0.2628794312477112) | > loss_disc_real_4: 0.29469504952430725 (0.29469504952430725) | > loss_disc_real_5: 0.23519645631313324 (0.23519645631313324) | > loss_0: 2.3815197944641113 (2.3815197944641113) | > loss_gen: 2.6768548488616943 (2.6768548488616943) | > loss_kl: 2.053662061691284 (2.053662061691284) | > loss_feat: 7.2631402015686035 (7.2631402015686035) | > loss_mel: 13.209716796875 (13.209716796875) | > loss_duration: 1.793635368347168 (1.793635368347168) | > loss_1: 26.99700927734375 (26.99700927734375)  --> STEP: 2 | > loss_disc: 2.248775005340576 (2.3151473999023438) | > loss_disc_real_0: 0.13474628329277039 (0.14557535201311111) | > loss_disc_real_1: 0.17809109389781952 (0.181962251663208) | > loss_disc_real_2: 0.2283390760421753 (0.22686264663934708) | > loss_disc_real_3: 0.2425653636455536 (0.2527223974466324) | > loss_disc_real_4: 0.2315622717142105 (0.2631286606192589) | > loss_disc_real_5: 0.2239304929971695 (0.22956347465515137) | > loss_0: 2.248775005340576 (2.3151473999023438) | > loss_gen: 2.7274296283721924 (2.7021422386169434) | > loss_kl: 1.930329442024231 (1.9919957518577576) | > loss_feat: 8.04322338104248 (7.653181791305542) | > loss_mel: 13.615230560302734 (13.412473678588867) | > loss_duration: 1.837634801864624 (1.815635085105896) | > loss_1: 28.15384864807129 (27.57542896270752)  --> STEP: 3 | > loss_disc: 2.344878673553467 (2.3250578244527182) | > loss_disc_real_0: 0.14455030858516693 (0.14523367087046304) | > loss_disc_real_1: 0.1872357726097107 (0.1837200919787089) | > loss_disc_real_2: 0.23688673973083496 (0.23020401100317636) | > loss_disc_real_3: 0.26777738332748413 (0.25774072607358295) | > loss_disc_real_4: 0.2754065990447998 (0.26722130676110584) | > loss_disc_real_5: 0.22906026244163513 (0.22939573725064596) | > loss_0: 2.344878673553467 (2.3250578244527182) | > loss_gen: 2.717902898788452 (2.7073957920074463) | > loss_kl: 1.8774176836013794 (1.9538030624389648) | > loss_feat: 7.424798488616943 (7.577054023742676) | > loss_mel: 13.950864791870117 (13.591937383015951) | > loss_duration: 1.8149950504302979 (1.81542174021403) | > loss_1: 27.785980224609375 (27.645612716674805)  --> STEP: 4 | > loss_disc: 2.438748598098755 (2.3534805178642273) | > loss_disc_real_0: 0.15280556678771973 (0.14712664484977722) | > loss_disc_real_1: 0.18756239116191864 (0.18468066677451134) | > loss_disc_real_2: 0.21767933666706085 (0.2270728424191475) | > loss_disc_real_3: 0.24879713356494904 (0.2555048279464245) | > loss_disc_real_4: 0.2435581088066101 (0.2613055072724819) | > loss_disc_real_5: 0.2518121302127838 (0.23499983549118042) | > loss_0: 2.438748598098755 (2.3534805178642273) | > loss_gen: 2.3675503730773926 (2.622434437274933) | > loss_kl: 2.0258493423461914 (1.9718146324157715) | > loss_feat: 6.088419437408447 (7.204895377159119) | > loss_mel: 11.232427597045898 (13.002059936523438) | > loss_duration: 1.734968662261963 (1.7953084707260132) | > loss_1: 23.449214935302734 (26.596513271331787) --> EVAL PERFORMANCE | > avg_loader_time: 0.2780575156211853 (-0.0047209858894348145) | > avg_loss_disc: 2.3534805178642273 (+0.07498890161514282) | > avg_loss_disc_real_0: 0.14712664484977722 (+0.0049285124987363815) | > avg_loss_disc_real_1: 0.18468066677451134 (-0.03342326357960701) | > avg_loss_disc_real_2: 0.2270728424191475 (+0.010133698582649231) | > avg_loss_disc_real_3: 0.2555048279464245 (+0.0004494227468967438) | > avg_loss_disc_real_4: 0.2613055072724819 (-0.008738979697227478) | > avg_loss_disc_real_5: 0.23499983549118042 (-0.01784556359052658) | > avg_loss_0: 2.3534805178642273 (+0.07498890161514282) | > avg_loss_gen: 2.622434437274933 (-0.24981099367141724) | > avg_loss_kl: 1.9718146324157715 (+0.0512087345123291) | > avg_loss_feat: 7.204895377159119 (-0.831131100654602) | > avg_loss_mel: 13.002059936523438 (-0.4650919437408447) | > avg_loss_duration: 1.7953084707260132 (+0.0005649030208587646) | > avg_loss_1: 26.596513271331787 (-1.494260311126709)  > EPOCH: 214/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 03:13:23)   --> TIME: 2025-05-10 03:13:57 -- STEP: 37/725 -- GLOBAL_STEP: 201050 | > loss_disc: 2.19238543510437 (2.219557671933561) | > loss_disc_real_0: 0.13776734471321106 (0.14151695471357656) | > loss_disc_real_1: 0.17555822432041168 (0.1928559799452086) | > loss_disc_real_2: 0.16598549485206604 (0.19000739302184128) | > loss_disc_real_3: 0.2076970338821411 (0.2064461989982708) | > loss_disc_real_4: 0.18931755423545837 (0.19509334137310852) | > loss_disc_real_5: 0.2059592604637146 (0.20880945026874542) | > loss_0: 2.19238543510437 (2.219557671933561) | > grad_norm_0: tensor(26.5734, device='cuda:0') (tensor(26.5716, device='cuda:0')) | > loss_gen: 2.771371603012085 (2.7425991522299276) | > loss_kl: 1.6611404418945312 (1.7445626258850098) | > loss_feat: 8.069634437561035 (8.220986804446659) | > loss_mel: 12.735974311828613 (13.263627129632074) | > loss_duration: 1.6709085702896118 (1.6810104009267446) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.909029006958008 (27.65278584248311) | > grad_norm_1: tensor(661.5386, device='cuda:0') (tensor(570.3263, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8446 (0.8519508194279026) | > loader_time: 0.0104 (0.01088559949720228)  --> TIME: 2025-05-10 03:14:40 -- STEP: 87/725 -- GLOBAL_STEP: 201100 | > loss_disc: 2.3379955291748047 (2.202121663367611) | > loss_disc_real_0: 0.14591246843338013 (0.13972033243412255) | > loss_disc_real_1: 0.19253647327423096 (0.1918534675891372) | > loss_disc_real_2: 0.17416931688785553 (0.18877165430578693) | > loss_disc_real_3: 0.23235531151294708 (0.2041759965406067) | > loss_disc_real_4: 0.18720951676368713 (0.1945178128522018) | > loss_disc_real_5: 0.212838813662529 (0.20425947164667063) | > loss_0: 2.3379955291748047 (2.202121663367611) | > grad_norm_0: tensor(28.4660, device='cuda:0') (tensor(26.8623, device='cuda:0')) | > loss_gen: 2.626941442489624 (2.7629149042326824) | > loss_kl: 1.7972522974014282 (1.7343068081757118) | > loss_feat: 7.622448921203613 (8.265372912089024) | > loss_mel: 13.079362869262695 (13.216696870738062) | > loss_duration: 1.677236795425415 (1.685279462529325) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.80324363708496 (27.664570994760798) | > grad_norm_1: tensor(500.6676, device='cuda:0') (tensor(574.8167, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.82 (0.8515392747418634) | > loader_time: 0.0095 (0.010523089047135982)  --> TIME: 2025-05-10 03:15:23 -- STEP: 137/725 -- GLOBAL_STEP: 201150 | > loss_disc: 2.115950107574463 (2.2090093410798235) | > loss_disc_real_0: 0.15267314016819 (0.14064354047070454) | > loss_disc_real_1: 0.15783679485321045 (0.19218512173116642) | > loss_disc_real_2: 0.17902134358882904 (0.18871356633892894) | > loss_disc_real_3: 0.200496643781662 (0.2045212984085083) | > loss_disc_real_4: 0.17973698675632477 (0.19571059909615204) | > loss_disc_real_5: 0.19220896065235138 (0.2051588254470895) | > loss_0: 2.115950107574463 (2.2090093410798235) | > grad_norm_0: tensor(21.1930, device='cuda:0') (tensor(26.5194, device='cuda:0')) | > loss_gen: 2.7601311206817627 (2.759865793868573) | > loss_kl: 1.8425559997558594 (1.724835696881705) | > loss_feat: 8.857181549072266 (8.2135784817438) | > loss_mel: 12.655732154846191 (13.170943134892596) | > loss_duration: 1.674511432647705 (1.6866689537563464) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.790111541748047 (27.55589210900077) | > grad_norm_1: tensor(268.7557, device='cuda:0') (tensor(562.9236, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8163 (0.851468011410567) | > loader_time: 0.0088 (0.010314233111639096)  --> TIME: 2025-05-10 03:16:06 -- STEP: 187/725 -- GLOBAL_STEP: 201200 | > loss_disc: 2.3522138595581055 (2.208019190293582) | > loss_disc_real_0: 0.1681077629327774 (0.14077316033330198) | > loss_disc_real_1: 0.20725104212760925 (0.19185622379104092) | > loss_disc_real_2: 0.2129639834165573 (0.18783621075637838) | > loss_disc_real_3: 0.22070306539535522 (0.204269785453929) | > loss_disc_real_4: 0.19568707048892975 (0.19566112597358418) | > loss_disc_real_5: 0.2285936027765274 (0.2052962829403699) | > loss_0: 2.3522138595581055 (2.208019190293582) | > grad_norm_0: tensor(15.6749, device='cuda:0') (tensor(26.2134, device='cuda:0')) | > loss_gen: 2.5726284980773926 (2.7629814836430677) | > loss_kl: 1.863052248954773 (1.7207437167193163) | > loss_feat: 7.147679328918457 (8.237709091308925) | > loss_mel: 12.045520782470703 (13.199059052900834) | > loss_duration: 1.7100011110305786 (1.6878484034920758) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.33888053894043 (27.608341798425357) | > grad_norm_1: tensor(441.9290, device='cuda:0') (tensor(556.2516, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8408 (0.8499720453578522) | > loader_time: 0.01 (0.010220003638038025)  --> TIME: 2025-05-10 03:16:50 -- STEP: 237/725 -- GLOBAL_STEP: 201250 | > loss_disc: 2.169560432434082 (2.2057217958104265) | > loss_disc_real_0: 0.11321546882390976 (0.1408973126220302) | > loss_disc_real_1: 0.23160313069820404 (0.19178973295517618) | > loss_disc_real_2: 0.2284337729215622 (0.18781040847804475) | > loss_disc_real_3: 0.17234280705451965 (0.2036530341528639) | > loss_disc_real_4: 0.1869266778230667 (0.19600955412609164) | > loss_disc_real_5: 0.22015544772148132 (0.20525277692054394) | > loss_0: 2.169560432434082 (2.2057217958104265) | > grad_norm_0: tensor(14.6094, device='cuda:0') (tensor(26.3052, device='cuda:0')) | > loss_gen: 2.6786177158355713 (2.7664331947197893) | > loss_kl: 1.7769919633865356 (1.725911271723011) | > loss_feat: 7.855066776275635 (8.251456190262164) | > loss_mel: 13.819317817687988 (13.20945623051768) | > loss_duration: 1.6804981231689453 (1.6875704899115904) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.81049346923828 (27.640827460631037) | > grad_norm_1: tensor(574.0614, device='cuda:0') (tensor(546.0793, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8142 (0.8504768906766353) | > loader_time: 0.0093 (0.01016912279249747)  --> TIME: 2025-05-10 03:17:33 -- STEP: 287/725 -- GLOBAL_STEP: 201300 | > loss_disc: 2.3202948570251465 (2.208372055445814) | > loss_disc_real_0: 0.1455664038658142 (0.14101312740443064) | > loss_disc_real_1: 0.22202475368976593 (0.191843100696906) | > loss_disc_real_2: 0.17996975779533386 (0.18823421920425804) | > loss_disc_real_3: 0.2163705974817276 (0.20411723961190484) | > loss_disc_real_4: 0.206585094332695 (0.19606826758135487) | > loss_disc_real_5: 0.23142322897911072 (0.20465511415893614) | > loss_0: 2.3202948570251465 (2.208372055445814) | > grad_norm_0: tensor(28.2930, device='cuda:0') (tensor(26.0036, device='cuda:0')) | > loss_gen: 2.543125867843628 (2.7647553786168113) | > loss_kl: 1.6735970973968506 (1.7259674986065054) | > loss_feat: 7.292684555053711 (8.242282398901752) | > loss_mel: 12.463037490844727 (13.210761678343449) | > loss_duration: 1.6977190971374512 (1.688123147246729) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.670164108276367 (27.63189016734267) | > grad_norm_1: tensor(675.8712, device='cuda:0') (tensor(539.6664, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8137 (0.8493512582280494) | > loader_time: 0.0105 (0.01015270462434882)  --> TIME: 2025-05-10 03:18:16 -- STEP: 337/725 -- GLOBAL_STEP: 201350 | > loss_disc: 2.1924667358398438 (2.2116494412238246) | > loss_disc_real_0: 0.08420271426439285 (0.14122912760835027) | > loss_disc_real_1: 0.19161489605903625 (0.192021080621626) | > loss_disc_real_2: 0.18637266755104065 (0.1883186754557782) | > loss_disc_real_3: 0.2152540534734726 (0.20416238731552655) | > loss_disc_real_4: 0.2225417047739029 (0.196360135688626) | > loss_disc_real_5: 0.1952071338891983 (0.205012634794507) | > loss_0: 2.1924667358398438 (2.2116494412238246) | > grad_norm_0: tensor(25.7848, device='cuda:0') (tensor(26.2391, device='cuda:0')) | > loss_gen: 2.8799679279327393 (2.76127772727423) | > loss_kl: 1.9080853462219238 (1.7293278880925844) | > loss_feat: 8.186945915222168 (8.212212929032328) | > loss_mel: 13.451048851013184 (13.179479321669396) | > loss_duration: 1.6798787117004395 (1.6878505740038359) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.105928421020508 (27.570148490656738) | > grad_norm_1: tensor(597.5398, device='cuda:0') (tensor(538.6013, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8832 (0.8496606887624948) | > loader_time: 0.0098 (0.010140662377241464)  --> TIME: 2025-05-10 03:18:59 -- STEP: 387/725 -- GLOBAL_STEP: 201400 | > loss_disc: 2.2134933471679688 (2.2113737117412486) | > loss_disc_real_0: 0.19078046083450317 (0.14149847453416797) | > loss_disc_real_1: 0.18155889213085175 (0.19220452361020626) | > loss_disc_real_2: 0.18935373425483704 (0.1884891077375535) | > loss_disc_real_3: 0.19967393577098846 (0.2040803261120498) | > loss_disc_real_4: 0.1648002713918686 (0.19612178345059234) | > loss_disc_real_5: 0.24835319817066193 (0.20477378830429202) | > loss_0: 2.2134933471679688 (2.2113737117412486) | > grad_norm_0: tensor(52.6646, device='cuda:0') (tensor(26.3225, device='cuda:0')) | > loss_gen: 2.929104804992676 (2.7616917822096094) | > loss_kl: 1.6843609809875488 (1.7280626038248226) | > loss_feat: 8.701545715332031 (8.209131780520899) | > loss_mel: 13.826874732971191 (13.200105896291802) | > loss_duration: 1.7838835716247559 (1.6879774153386586) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.92576789855957 (27.586969543181038) | > grad_norm_1: tensor(793.7456, device='cuda:0') (tensor(543.4924, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8766 (0.8498332512779135) | > loader_time: 0.0099 (0.010126703469328183)  --> TIME: 2025-05-10 03:19:42 -- STEP: 437/725 -- GLOBAL_STEP: 201450 | > loss_disc: 2.1813275814056396 (2.2111306163211717) | > loss_disc_real_0: 0.16123756766319275 (0.14154481568993926) | > loss_disc_real_1: 0.1908022165298462 (0.19206369874542858) | > loss_disc_real_2: 0.1750148981809616 (0.18839971448382198) | > loss_disc_real_3: 0.22663219273090363 (0.20426670831864704) | > loss_disc_real_4: 0.2327272742986679 (0.1964113028971499) | > loss_disc_real_5: 0.21176062524318695 (0.20448922654038443) | > loss_0: 2.1813275814056396 (2.2111306163211717) | > grad_norm_0: tensor(28.1703, device='cuda:0') (tensor(26.3312, device='cuda:0')) | > loss_gen: 2.7334084510803223 (2.76259481879612) | > loss_kl: 1.7541319131851196 (1.725219098054026) | > loss_feat: 8.177275657653809 (8.217667769512822) | > loss_mel: 12.821440696716309 (13.194844027678531) | > loss_duration: 1.6484252214431763 (1.6876692351814806) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.13468360900879 (27.58799503597024) | > grad_norm_1: tensor(521.3275, device='cuda:0') (tensor(547.2327, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8903 (0.8494614763718173) | > loader_time: 0.0108 (0.010104717324472953)  --> TIME: 2025-05-10 03:20:25 -- STEP: 487/725 -- GLOBAL_STEP: 201500 | > loss_disc: 2.229564666748047 (2.211972699762615) | > loss_disc_real_0: 0.1305421143770218 (0.14153620100425263) | > loss_disc_real_1: 0.18232527375221252 (0.1921567307666587) | > loss_disc_real_2: 0.21198435127735138 (0.18852274535984964) | > loss_disc_real_3: 0.21152347326278687 (0.20426943319901303) | > loss_disc_real_4: 0.18976101279258728 (0.196400647566059) | > loss_disc_real_5: 0.19403468072414398 (0.20445125475066894) | > loss_0: 2.229564666748047 (2.211972699762615) | > grad_norm_0: tensor(17.8022, device='cuda:0') (tensor(26.4501, device='cuda:0')) | > loss_gen: 2.7202014923095703 (2.7630830403470905) | > loss_kl: 1.8623430728912354 (1.7247722697209038) | > loss_feat: 7.67254114151001 (8.221692515104959) | > loss_mel: 13.254111289978027 (13.222256703543218) | > loss_duration: 1.6917405128479004 (1.6881530705908236) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.200937271118164 (27.619957686939284) | > grad_norm_1: tensor(573.0624, device='cuda:0') (tensor(544.2474, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.816 (0.8494100693070178) | > loader_time: 0.0094 (0.010085443696446983)  --> TIME: 2025-05-10 03:21:09 -- STEP: 537/725 -- GLOBAL_STEP: 201550 | > loss_disc: 2.283182382583618 (2.210357441360502) | > loss_disc_real_0: 0.13283482193946838 (0.14129943969473946) | > loss_disc_real_1: 0.1960153728723526 (0.19206340977266523) | > loss_disc_real_2: 0.20399728417396545 (0.18853841397349394) | > loss_disc_real_3: 0.2298257052898407 (0.2044191103796275) | > loss_disc_real_4: 0.2272573858499527 (0.19619657906740065) | > loss_disc_real_5: 0.2469351887702942 (0.20460872282751005) | > loss_0: 2.283182382583618 (2.210357441360502) | > grad_norm_0: tensor(22.0505, device='cuda:0') (tensor(26.3354, device='cuda:0')) | > loss_gen: 2.592247486114502 (2.763849805409239) | > loss_kl: 1.6461337804794312 (1.7247707317661307) | > loss_feat: 7.905510902404785 (8.224294612749558) | > loss_mel: 12.483713150024414 (13.229843404261981) | > loss_duration: 1.7180025577545166 (1.6889926179605264) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.34560775756836 (27.631751264717774) | > grad_norm_1: tensor(636.3424, device='cuda:0') (tensor(545.9021, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8585 (0.8493069945322955) | > loader_time: 0.0092 (0.010078850183185032)  --> TIME: 2025-05-10 03:21:52 -- STEP: 587/725 -- GLOBAL_STEP: 201600 | > loss_disc: 2.1384294033050537 (2.2131334508704166) | > loss_disc_real_0: 0.19950911402702332 (0.14191222948607646) | > loss_disc_real_1: 0.1899283528327942 (0.1922159699351865) | > loss_disc_real_2: 0.16809409856796265 (0.18865928503175391) | > loss_disc_real_3: 0.2125481218099594 (0.20451528537110938) | > loss_disc_real_4: 0.15617486834526062 (0.1963958899653952) | > loss_disc_real_5: 0.17783679068088531 (0.20451711283225624) | > loss_0: 2.1384294033050537 (2.2131334508704166) | > grad_norm_0: tensor(23.3121, device='cuda:0') (tensor(26.3064, device='cuda:0')) | > loss_gen: 2.8170430660247803 (2.7629936261315167) | > loss_kl: 1.607706069946289 (1.7253639789415585) | > loss_feat: 8.690353393554688 (8.221563648730777) | > loss_mel: 12.579686164855957 (13.234616947336539) | > loss_duration: 1.6684218645095825 (1.6886511295779998) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.36321258544922 (27.633189423933153) | > grad_norm_1: tensor(715.1702, device='cuda:0') (tensor(542.3658, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8547 (0.8494476943040418) | > loader_time: 0.0095 (0.010070678931891007)  --> TIME: 2025-05-10 03:22:36 -- STEP: 637/725 -- GLOBAL_STEP: 201650 | > loss_disc: 2.0270776748657227 (2.2126157822751185) | > loss_disc_real_0: 0.13131485879421234 (0.14167358404613184) | > loss_disc_real_1: 0.169900044798851 (0.19229963283804558) | > loss_disc_real_2: 0.1775681972503662 (0.18845282972233246) | > loss_disc_real_3: 0.18056340515613556 (0.20446039565504065) | > loss_disc_real_4: 0.19868846237659454 (0.1965996587482314) | > loss_disc_real_5: 0.19426341354846954 (0.20455288161849677) | > loss_0: 2.0270776748657227 (2.2126157822751185) | > grad_norm_0: tensor(33.5913, device='cuda:0') (tensor(26.1089, device='cuda:0')) | > loss_gen: 2.9590983390808105 (2.760979097716662) | > loss_kl: 1.8434829711914062 (1.7271481144184968) | > loss_feat: 9.58847713470459 (8.22367065630304) | > loss_mel: 14.736062049865723 (13.239297597337183) | > loss_duration: 1.650118112564087 (1.6886703275623645) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.777238845825195 (27.639765878674385) | > grad_norm_1: tensor(626.2208, device='cuda:0') (tensor(540.4740, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8447 (0.8506113206572956) | > loader_time: 0.01 (0.010073912948416766)  --> TIME: 2025-05-10 03:23:19 -- STEP: 687/725 -- GLOBAL_STEP: 201700 | > loss_disc: 2.308042526245117 (2.2124525194084805) | > loss_disc_real_0: 0.16086502373218536 (0.14171951890989515) | > loss_disc_real_1: 0.2082398384809494 (0.1922424400694332) | > loss_disc_real_2: 0.205474853515625 (0.18846026856826373) | > loss_disc_real_3: 0.2049407660961151 (0.20451584430153888) | > loss_disc_real_4: 0.21554605662822723 (0.19649992774754452) | > loss_disc_real_5: 0.19710005819797516 (0.20454642384853947) | > loss_0: 2.308042526245117 (2.2124525194084805) | > grad_norm_0: tensor(8.0864, device='cuda:0') (tensor(25.8638, device='cuda:0')) | > loss_gen: 2.746391773223877 (2.7608606954155346) | > loss_kl: 1.6582127809524536 (1.728310865953326) | > loss_feat: 7.272750377655029 (8.228590069205824) | > loss_mel: 12.012434005737305 (13.234763721538252) | > loss_duration: 1.6895278692245483 (1.6886299185704277) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.379316329956055 (27.641155342868334) | > grad_norm_1: tensor(275.8797, device='cuda:0') (tensor(539.2434, device='cuda:0')) | > current_lr_0: 0.00019472059687505495 | > current_lr_1: 0.00019472059687505495 | > step_time: 0.8628 (0.850206907486117) | > loader_time: 0.0096 (0.010069853700751643)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.296797752380371 (2.296797752380371) | > loss_disc_real_0: 0.13711172342300415 (0.13711172342300415) | > loss_disc_real_1: 0.22858762741088867 (0.22858762741088867) | > loss_disc_real_2: 0.2395378202199936 (0.2395378202199936) | > loss_disc_real_3: 0.24964222311973572 (0.24964222311973572) | > loss_disc_real_4: 0.2593449056148529 (0.2593449056148529) | > loss_disc_real_5: 0.21598069369792938 (0.21598069369792938) | > loss_0: 2.296797752380371 (2.296797752380371) | > loss_gen: 2.940666913986206 (2.940666913986206) | > loss_kl: 2.017336845397949 (2.017336845397949) | > loss_feat: 7.9864182472229 (7.9864182472229) | > loss_mel: 13.898858070373535 (13.898858070373535) | > loss_duration: 1.6884353160858154 (1.6884353160858154) | > loss_1: 28.531715393066406 (28.531715393066406)  --> STEP: 1 | > loss_disc: 2.3881468772888184 (2.3881468772888184) | > loss_disc_real_0: 0.14417724311351776 (0.14417724311351776) | > loss_disc_real_1: 0.2274262011051178 (0.2274262011051178) | > loss_disc_real_2: 0.27170559763908386 (0.27170559763908386) | > loss_disc_real_3: 0.24876049160957336 (0.24876049160957336) | > loss_disc_real_4: 0.23514237999916077 (0.23514237999916077) | > loss_disc_real_5: 0.20301803946495056 (0.20301803946495056) | > loss_0: 2.3881468772888184 (2.3881468772888184) | > loss_gen: 2.697171211242676 (2.697171211242676) | > loss_kl: 2.052170991897583 (2.052170991897583) | > loss_feat: 7.094103813171387 (7.094103813171387) | > loss_mel: 12.3870849609375 (12.3870849609375) | > loss_duration: 1.775478720664978 (1.775478720664978) | > loss_1: 26.00600814819336 (26.00600814819336)  --> STEP: 2 | > loss_disc: 2.231487512588501 (2.3098171949386597) | > loss_disc_real_0: 0.1226307675242424 (0.13340400531888008) | > loss_disc_real_1: 0.23362115025520325 (0.23052367568016052) | > loss_disc_real_2: 0.24763353168964386 (0.25966956466436386) | > loss_disc_real_3: 0.229300394654274 (0.23903044313192368) | > loss_disc_real_4: 0.24022036790847778 (0.23768137395381927) | > loss_disc_real_5: 0.2258070856332779 (0.21441256254911423) | > loss_0: 2.231487512588501 (2.3098171949386597) | > loss_gen: 2.9590508937835693 (2.8281110525131226) | > loss_kl: 1.9413068294525146 (1.9967389106750488) | > loss_feat: 8.222537994384766 (7.658320903778076) | > loss_mel: 13.935989379882812 (13.161537170410156) | > loss_duration: 1.8107818365097046 (1.7931302785873413) | > loss_1: 28.869667053222656 (27.437837600708008)  --> STEP: 3 | > loss_disc: 2.3816471099853516 (2.3337604999542236) | > loss_disc_real_0: 0.1514253169298172 (0.13941110918919244) | > loss_disc_real_1: 0.2428770661354065 (0.23464147249857584) | > loss_disc_real_2: 0.24221672117710114 (0.2538519501686096) | > loss_disc_real_3: 0.25644227862358093 (0.24483438829580942) | > loss_disc_real_4: 0.2674064636230469 (0.24758973717689514) | > loss_disc_real_5: 0.19926299154758453 (0.20936270554860434) | > loss_0: 2.3816471099853516 (2.3337604999542236) | > loss_gen: 2.734182834625244 (2.7968016465504966) | > loss_kl: 2.089271306991577 (2.027583042780558) | > loss_feat: 7.079841613769531 (7.465494473775228) | > loss_mel: 12.095072746276855 (12.806049029032389) | > loss_duration: 1.7832008600234985 (1.7898204723993938) | > loss_1: 25.781570434570312 (26.885748545328777)  --> STEP: 4 | > loss_disc: 2.22251558303833 (2.3059492707252502) | > loss_disc_real_0: 0.1077016294002533 (0.13148373924195766) | > loss_disc_real_1: 0.23648515343666077 (0.23510239273309708) | > loss_disc_real_2: 0.22369009256362915 (0.2463114857673645) | > loss_disc_real_3: 0.21701093018054962 (0.23787852376699448) | > loss_disc_real_4: 0.25338512659072876 (0.24903858453035355) | > loss_disc_real_5: 0.19052642583847046 (0.20465363562107086) | > loss_0: 2.22251558303833 (2.3059492707252502) | > loss_gen: 2.7929468154907227 (2.795837938785553) | > loss_kl: 1.9403084516525269 (2.0057643949985504) | > loss_feat: 8.232887268066406 (7.6573426723480225) | > loss_mel: 12.97032356262207 (12.84711766242981) | > loss_duration: 1.746213674545288 (1.7789187729358673) | > loss_1: 27.682680130004883 (27.084981441497803) --> EVAL PERFORMANCE | > avg_loader_time: 0.28091955184936523 (+0.0028620362281799316) | > avg_loss_disc: 2.3059492707252502 (-0.04753124713897705) | > avg_loss_disc_real_0: 0.13148373924195766 (-0.015642905607819557) | > avg_loss_disc_real_1: 0.23510239273309708 (+0.05042172595858574) | > avg_loss_disc_real_2: 0.2463114857673645 (+0.01923864334821701) | > avg_loss_disc_real_3: 0.23787852376699448 (-0.017626304179430008) | > avg_loss_disc_real_4: 0.24903858453035355 (-0.012266922742128372) | > avg_loss_disc_real_5: 0.20465363562107086 (-0.030346199870109558) | > avg_loss_0: 2.3059492707252502 (-0.04753124713897705) | > avg_loss_gen: 2.795837938785553 (+0.17340350151062012) | > avg_loss_kl: 2.0057643949985504 (+0.03394976258277893) | > avg_loss_feat: 7.6573426723480225 (+0.4524472951889038) | > avg_loss_mel: 12.84711766242981 (-0.15494227409362793) | > avg_loss_duration: 1.7789187729358673 (-0.016389697790145874) | > avg_loss_1: 27.084981441497803 (+0.4884681701660156)  > EPOCH: 215/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 03:23:58)   --> TIME: 2025-05-10 03:24:10 -- STEP: 12/725 -- GLOBAL_STEP: 201750 | > loss_disc: 2.422297954559326 (2.2447705368200936) | > loss_disc_real_0: 0.24450446665287018 (0.1463791833569606) | > loss_disc_real_1: 0.244516521692276 (0.2032811107734839) | > loss_disc_real_2: 0.2157221883535385 (0.19393840432167053) | > loss_disc_real_3: 0.2207724004983902 (0.2109103463590145) | > loss_disc_real_4: 0.2162194699048996 (0.20022507508595785) | > loss_disc_real_5: 0.22269855439662933 (0.2068599835038185) | > loss_0: 2.422297954559326 (2.2447705368200936) | > grad_norm_0: tensor(38.8136, device='cuda:0') (tensor(26.6853, device='cuda:0')) | > loss_gen: 2.39988112449646 (2.7303045789400735) | > loss_kl: 1.7064262628555298 (1.729696253935496) | > loss_feat: 6.7291154861450195 (7.916054646174113) | > loss_mel: 11.283823013305664 (13.1383265654246) | > loss_duration: 1.7185537815093994 (1.6908419926961262) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.837799072265625 (27.205225149790447) | > grad_norm_1: tensor(523.3295, device='cuda:0') (tensor(481.4117, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8299 (0.8314768473307291) | > loader_time: 0.0099 (0.010145882765452066)  --> TIME: 2025-05-10 03:24:53 -- STEP: 62/725 -- GLOBAL_STEP: 201800 | > loss_disc: 2.247952461242676 (2.21613154103679) | > loss_disc_real_0: 0.1315373182296753 (0.1462863290742521) | > loss_disc_real_1: 0.17122898995876312 (0.19388767091497297) | > loss_disc_real_2: 0.17877981066703796 (0.19065000765746645) | > loss_disc_real_3: 0.21089871227741241 (0.20479945093393326) | > loss_disc_real_4: 0.18149350583553314 (0.1963266934598646) | > loss_disc_real_5: 0.2073785364627838 (0.200921232421552) | > loss_0: 2.247952461242676 (2.21613154103679) | > grad_norm_0: tensor(20.6017, device='cuda:0') (tensor(28.1990, device='cuda:0')) | > loss_gen: 2.6995511054992676 (2.769878625869751) | > loss_kl: 1.6295744180679321 (1.7296411029754146) | > loss_feat: 8.332700729370117 (8.157745245964298) | > loss_mel: 13.467733383178711 (13.231550447402462) | > loss_duration: 1.7476580142974854 (1.6831758695264016) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.877216339111328 (27.571991459015877) | > grad_norm_1: tensor(633.6121, device='cuda:0') (tensor(507.9800, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8349 (0.8490682494255805) | > loader_time: 0.01 (0.010092619926698744)  --> TIME: 2025-05-10 03:25:36 -- STEP: 112/725 -- GLOBAL_STEP: 201850 | > loss_disc: 2.195587635040283 (2.2109542744500295) | > loss_disc_real_0: 0.13592912256717682 (0.14287221351904536) | > loss_disc_real_1: 0.22473157942295074 (0.19388114075575552) | > loss_disc_real_2: 0.18428786098957062 (0.18936255281525008) | > loss_disc_real_3: 0.21335019171237946 (0.2039679362039481) | > loss_disc_real_4: 0.17740975320339203 (0.19685297552496198) | > loss_disc_real_5: 0.22343188524246216 (0.20279403030872345) | > loss_0: 2.195587635040283 (2.2109542744500295) | > grad_norm_0: tensor(24.3860, device='cuda:0') (tensor(26.9514, device='cuda:0')) | > loss_gen: 2.72776460647583 (2.7655706043754305) | > loss_kl: 1.703611135482788 (1.7269508157457625) | > loss_feat: 8.251119613647461 (8.156401306390762) | > loss_mel: 13.12051773071289 (13.148340327399117) | > loss_duration: 1.6854007244110107 (1.6875039083617074) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.488412857055664 (27.484767062323435) | > grad_norm_1: tensor(891.0728, device='cuda:0') (tensor(540.1360, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8138 (0.8491956634180886) | > loader_time: 0.0096 (0.010166559900556291)  --> TIME: 2025-05-10 03:26:19 -- STEP: 162/725 -- GLOBAL_STEP: 201900 | > loss_disc: 2.3155336380004883 (2.216043161757198) | > loss_disc_real_0: 0.11423906683921814 (0.14238710765853343) | > loss_disc_real_1: 0.212246373295784 (0.1943112442522873) | > loss_disc_real_2: 0.19118982553482056 (0.1894192959607384) | > loss_disc_real_3: 0.18515047430992126 (0.20359046389291316) | > loss_disc_real_4: 0.17481108009815216 (0.1982162843147914) | > loss_disc_real_5: 0.22158779203891754 (0.20242987517957334) | > loss_0: 2.3155336380004883 (2.216043161757198) | > grad_norm_0: tensor(19.2475, device='cuda:0') (tensor(26.5720, device='cuda:0')) | > loss_gen: 2.5517046451568604 (2.7585925555523536) | > loss_kl: 1.8118618726730347 (1.7220202721195457) | > loss_feat: 7.2915496826171875 (8.121503414931123) | > loss_mel: 12.198405265808105 (13.096061995000015) | > loss_duration: 1.6462287902832031 (1.6882634074599654) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.4997501373291 (27.386441784140505) | > grad_norm_1: tensor(613.2021, device='cuda:0') (tensor(550.8472, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8364 (0.8471736069078799) | > loader_time: 0.0098 (0.010130200856997644)  --> TIME: 2025-05-10 03:27:03 -- STEP: 212/725 -- GLOBAL_STEP: 201950 | > loss_disc: 2.299107551574707 (2.2169044377668845) | > loss_disc_real_0: 0.18394136428833008 (0.1440323138222942) | > loss_disc_real_1: 0.21482259035110474 (0.19406792373870904) | > loss_disc_real_2: 0.19299040734767914 (0.18959554144234034) | > loss_disc_real_3: 0.20587193965911865 (0.20373011998972804) | > loss_disc_real_4: 0.20211708545684814 (0.19771675624937385) | > loss_disc_real_5: 0.20118187367916107 (0.20214500229032534) | > loss_0: 2.299107551574707 (2.2169044377668845) | > grad_norm_0: tensor(21.7300, device='cuda:0') (tensor(27.0361, device='cuda:0')) | > loss_gen: 2.7221455574035645 (2.761902906984654) | > loss_kl: 1.7390944957733154 (1.7240854288047214) | > loss_feat: 7.479002475738525 (8.147807366443134) | > loss_mel: 11.921124458312988 (13.126473152412558) | > loss_duration: 1.6819851398468018 (1.687432198029644) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.543352127075195 (27.4477011932517) | > grad_norm_1: tensor(639.7464, device='cuda:0') (tensor(550.7859, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8368 (0.8476924322686106) | > loader_time: 0.0106 (0.010178301694258204)  --> TIME: 2025-05-10 03:27:45 -- STEP: 262/725 -- GLOBAL_STEP: 202000 | > loss_disc: 2.344778060913086 (2.2184079221186743) | > loss_disc_real_0: 0.10645236819982529 (0.1432376357776518) | > loss_disc_real_1: 0.2138245850801468 (0.19405388598906176) | > loss_disc_real_2: 0.2136441022157669 (0.18931192739774258) | > loss_disc_real_3: 0.22166819870471954 (0.20395477229857262) | > loss_disc_real_4: 0.18663707375526428 (0.19794756771271468) | > loss_disc_real_5: 0.19314345717430115 (0.20298163729314586) | > loss_0: 2.344778060913086 (2.2184079221186743) | > grad_norm_0: tensor(21.3044, device='cuda:0') (tensor(26.5846, device='cuda:0')) | > loss_gen: 2.5003669261932373 (2.752637814929468) | > loss_kl: 1.9626197814941406 (1.7306985368255439) | > loss_feat: 6.648159027099609 (8.123631187977685) | > loss_mel: 11.783554077148438 (13.102325166454753) | > loss_duration: 1.679466962814331 (1.6881369943837172) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.57416534423828 (27.39742980840552) | > grad_norm_1: tensor(530.9050, device='cuda:0') (tensor(549.2816, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8773 (0.8464950668902798) | > loader_time: 0.0098 (0.010156493150550899) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_202000.pth  --> TIME: 2025-05-10 03:28:31 -- STEP: 312/725 -- GLOBAL_STEP: 202050 | > loss_disc: 2.1706457138061523 (2.215402706311298) | > loss_disc_real_0: 0.09310416132211685 (0.14260506493827468) | > loss_disc_real_1: 0.18430574238300323 (0.19370657726167112) | > loss_disc_real_2: 0.17148227989673615 (0.18912791245831892) | > loss_disc_real_3: 0.19637808203697205 (0.20418324822989795) | > loss_disc_real_4: 0.1794857382774353 (0.19760987668847427) | > loss_disc_real_5: 0.20122918486595154 (0.2022426926936859) | > loss_0: 2.1706457138061523 (2.215402706311298) | > grad_norm_0: tensor(21.8519, device='cuda:0') (tensor(26.6553, device='cuda:0')) | > loss_gen: 2.961622953414917 (2.7590759106171445) | > loss_kl: 1.804829716682434 (1.7279344430336585) | > loss_feat: 8.592090606689453 (8.152627449769241) | > loss_mel: 13.181922912597656 (13.127959584578488) | > loss_duration: 1.684937596321106 (1.687475755810737) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.22540283203125 (27.455073228249184) | > grad_norm_1: tensor(613.7234, device='cuda:0') (tensor(551.6902, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.84 (0.8463086417088144) | > loader_time: 0.01 (0.010132892009539481)  --> TIME: 2025-05-10 03:29:14 -- STEP: 362/725 -- GLOBAL_STEP: 202100 | > loss_disc: 2.0589075088500977 (2.217521392838071) | > loss_disc_real_0: 0.11216717958450317 (0.14276741799070033) | > loss_disc_real_1: 0.19486325979232788 (0.19419039452438205) | > loss_disc_real_2: 0.21292231976985931 (0.189644472416264) | > loss_disc_real_3: 0.1895877569913864 (0.20451223368638127) | > loss_disc_real_4: 0.1864405870437622 (0.19780923582572305) | > loss_disc_real_5: 0.17548324167728424 (0.20256852284485463) | > loss_0: 2.0589075088500977 (2.217521392838071) | > grad_norm_0: tensor(10.9499, device='cuda:0') (tensor(26.9216, device='cuda:0')) | > loss_gen: 3.0395874977111816 (2.764328451446408) | > loss_kl: 1.6102277040481567 (1.725709326030141) | > loss_feat: 9.195765495300293 (8.177040966834813) | > loss_mel: 15.71879768371582 (13.188027890347644) | > loss_duration: 1.6242835521697998 (1.6865271534050361) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.188661575317383 (27.541633837789462) | > grad_norm_1: tensor(454.9931, device='cuda:0') (tensor(558.2438, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8431 (0.8463420953539855) | > loader_time: 0.0098 (0.01010717871439391)  --> TIME: 2025-05-10 03:29:57 -- STEP: 412/725 -- GLOBAL_STEP: 202150 | > loss_disc: 2.3113439083099365 (2.2174831385751332) | > loss_disc_real_0: 0.11543133109807968 (0.14275949842576846) | > loss_disc_real_1: 0.20144137740135193 (0.19379227246763644) | > loss_disc_real_2: 0.24193713068962097 (0.18978365134556324) | > loss_disc_real_3: 0.23466922342777252 (0.20444491024590233) | > loss_disc_real_4: 0.2146858125925064 (0.19739004803224675) | > loss_disc_real_5: 0.1916816383600235 (0.2034913993359191) | > loss_0: 2.3113439083099365 (2.2174831385751332) | > grad_norm_0: tensor(24.3441, device='cuda:0') (tensor(26.6030, device='cuda:0')) | > loss_gen: 2.5918447971343994 (2.7627971149185346) | > loss_kl: 1.837937355041504 (1.7249084957016325) | > loss_feat: 8.234410285949707 (8.177105569145052) | > loss_mel: 13.547750473022461 (13.19876071781788) | > loss_duration: 1.687114953994751 (1.687198544879561) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.899057388305664 (27.550770472554326) | > grad_norm_1: tensor(103.2372, device='cuda:0') (tensor(557.6604, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8562 (0.8467740399166219) | > loader_time: 0.0108 (0.010100958416762859)  --> TIME: 2025-05-10 03:30:40 -- STEP: 462/725 -- GLOBAL_STEP: 202200 | > loss_disc: 2.1316890716552734 (2.216677138299647) | > loss_disc_real_0: 0.11856406927108765 (0.14244356843364708) | > loss_disc_real_1: 0.1862640380859375 (0.19357319592268443) | > loss_disc_real_2: 0.18046198785305023 (0.18959929258663424) | > loss_disc_real_3: 0.2344796508550644 (0.20430973388286897) | > loss_disc_real_4: 0.1884777694940567 (0.19741800808029258) | > loss_disc_real_5: 0.1546507477760315 (0.20347152918061137) | > loss_0: 2.1316890716552734 (2.216677138299647) | > grad_norm_0: tensor(25.0135, device='cuda:0') (tensor(26.3892, device='cuda:0')) | > loss_gen: 2.8086605072021484 (2.762246335739699) | > loss_kl: 1.7725197076797485 (1.7264954847690863) | > loss_feat: 8.02238941192627 (8.177959983999077) | > loss_mel: 13.803499221801758 (13.19664563761129) | > loss_duration: 1.7323410511016846 (1.687309369638368) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.1394100189209 (27.550656842979002) | > grad_norm_1: tensor(658.6527, device='cuda:0') (tensor(556.0861, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.7956 (0.8460186786981889) | > loader_time: 0.0106 (0.010051593119963937)  --> TIME: 2025-05-10 03:31:23 -- STEP: 512/725 -- GLOBAL_STEP: 202250 | > loss_disc: 2.144263744354248 (2.218275555875147) | > loss_disc_real_0: 0.08811867237091064 (0.14312173143844126) | > loss_disc_real_1: 0.1620081663131714 (0.19343168282648554) | > loss_disc_real_2: 0.16910691559314728 (0.18941557756625121) | > loss_disc_real_3: 0.19539932906627655 (0.20450111947138794) | > loss_disc_real_4: 0.17263978719711304 (0.19766908226301894) | > loss_disc_real_5: 0.20068906247615814 (0.20368571410654113) | > loss_0: 2.144263744354248 (2.218275555875147) | > grad_norm_0: tensor(17.4170, device='cuda:0') (tensor(26.6637, device='cuda:0')) | > loss_gen: 2.7594783306121826 (2.7593394941650344) | > loss_kl: 1.7613022327423096 (1.729122397257015) | > loss_feat: 8.571218490600586 (8.162083180621263) | > loss_mel: 13.519347190856934 (13.182167377322912) | > loss_duration: 1.656193733215332 (1.6881686302367593) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.267539978027344 (27.52088111639023) | > grad_norm_1: tensor(565.7664, device='cuda:0') (tensor(552.9758, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8635 (0.8460354260168971) | > loader_time: 0.0101 (0.010034226346760987)  --> TIME: 2025-05-10 03:32:06 -- STEP: 562/725 -- GLOBAL_STEP: 202300 | > loss_disc: 2.2802743911743164 (2.217285342487996) | > loss_disc_real_0: 0.20468135178089142 (0.14269186402555042) | > loss_disc_real_1: 0.1970818191766739 (0.19355124876804625) | > loss_disc_real_2: 0.19021257758140564 (0.1893162480240615) | > loss_disc_real_3: 0.21150469779968262 (0.20461380264300888) | > loss_disc_real_4: 0.20705167949199677 (0.1976875781323562) | > loss_disc_real_5: 0.2179322987794876 (0.2035271576290877) | > loss_0: 2.2802743911743164 (2.217285342487996) | > grad_norm_0: tensor(21.8800, device='cuda:0') (tensor(26.5700, device='cuda:0')) | > loss_gen: 2.7708816528320312 (2.7603473803326772) | > loss_kl: 1.5841962099075317 (1.7285685089559313) | > loss_feat: 7.70764684677124 (8.165436704812098) | > loss_mel: 12.093840599060059 (13.184722700152957) | > loss_duration: 1.6498851776123047 (1.6881193626817859) | > amp_scaler: 256.0 (256.4555160142349) | > loss_1: 25.80645179748535 (27.52719468154092) | > grad_norm_1: tensor(151.0350, device='cuda:0') (tensor(553.0516, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8884 (0.8456037727539224) | > loader_time: 0.0094 (0.010025346830646336)  --> TIME: 2025-05-10 03:32:49 -- STEP: 612/725 -- GLOBAL_STEP: 202350 | > loss_disc: 2.2468905448913574 (2.2184409125178433) | > loss_disc_real_0: 0.16212083399295807 (0.142901357847686) | > loss_disc_real_1: 0.20996452867984772 (0.19349545311012303) | > loss_disc_real_2: 0.20795728266239166 (0.18943902399707477) | > loss_disc_real_3: 0.2020617127418518 (0.20474830070157446) | > loss_disc_real_4: 0.2281673103570938 (0.19780053332253225) | > loss_disc_real_5: 0.2038937360048294 (0.20363586917032597) | > loss_0: 2.2468905448913574 (2.2184409125178433) | > grad_norm_0: tensor(32.8562, device='cuda:0') (tensor(26.6553, device='cuda:0')) | > loss_gen: 2.6138904094696045 (2.759782487270881) | > loss_kl: 1.7347004413604736 (1.7302243719303527) | > loss_feat: 7.713902473449707 (8.163704409318813) | > loss_mel: 12.646693229675293 (13.188685197456211) | > loss_duration: 1.6253330707550049 (1.6879220380892161) | > amp_scaler: 256.0 (256.41830065359477) | > loss_1: 26.334518432617188 (27.530318534452146) | > grad_norm_1: tensor(646.0031, device='cuda:0') (tensor(551.6565, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8002 (0.8459655502263237) | > loader_time: 0.0096 (0.0100064803572262)  --> TIME: 2025-05-10 03:33:32 -- STEP: 662/725 -- GLOBAL_STEP: 202400 | > loss_disc: 2.1451358795166016 (2.2177036204727014) | > loss_disc_real_0: 0.11883699148893356 (0.14251378510608786) | > loss_disc_real_1: 0.1918088048696518 (0.19336894670011773) | > loss_disc_real_2: 0.1957966834306717 (0.18936258779551698) | > loss_disc_real_3: 0.18909844756126404 (0.20482880786466445) | > loss_disc_real_4: 0.1469602882862091 (0.19767260308352125) | > loss_disc_real_5: 0.19399181008338928 (0.20364230841938455) | > loss_0: 2.1451358795166016 (2.2177036204727014) | > grad_norm_0: tensor(31.5251, device='cuda:0') (tensor(26.6548, device='cuda:0')) | > loss_gen: 2.7624106407165527 (2.75974811744114) | > loss_kl: 1.7880984544754028 (1.7335818156014753) | > loss_feat: 8.449481010437012 (8.164648117255599) | > loss_mel: 13.580527305603027 (13.182408782290548) | > loss_duration: 1.7053489685058594 (1.6882150569351058) | > amp_scaler: 256.0 (256.3867069486404) | > loss_1: 28.28586769104004 (27.528601917255315) | > grad_norm_1: tensor(506.5605, device='cuda:0') (tensor(553.4447, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8674 (0.8456029319331005) | > loader_time: 0.0095 (0.010005903388078127)  --> TIME: 2025-05-10 03:34:15 -- STEP: 712/725 -- GLOBAL_STEP: 202450 | > loss_disc: 2.0133447647094727 (2.216913774442134) | > loss_disc_real_0: 0.11972128599882126 (0.1422857174001049) | > loss_disc_real_1: 0.1690337061882019 (0.19315388953585302) | > loss_disc_real_2: 0.15780383348464966 (0.18928376185508936) | > loss_disc_real_3: 0.20436707139015198 (0.20497442758903736) | > loss_disc_real_4: 0.20529916882514954 (0.19759095232054763) | > loss_disc_real_5: 0.21133431792259216 (0.2036658348620272) | > loss_0: 2.0133447647094727 (2.216913774442134) | > grad_norm_0: tensor(18.1884, device='cuda:0') (tensor(26.6677, device='cuda:0')) | > loss_gen: 3.0158560276031494 (2.7606963575556067) | > loss_kl: 1.7462401390075684 (1.7348436741681579) | > loss_feat: 9.340824127197266 (8.178255170918591) | > loss_mel: 14.589158058166504 (13.192324851336105) | > loss_duration: 1.7006044387817383 (1.687968215245879) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 30.392684936523438 (27.554088300533504) | > grad_norm_1: tensor(708.8610, device='cuda:0') (tensor(554.0486, device='cuda:0')) | > current_lr_0: 0.00019469625680044555 | > current_lr_1: 0.00019469625680044555 | > step_time: 0.8173 (0.845650327339601) | > loader_time: 0.0098 (0.009991542342003827)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.32570219039917 (2.32570219039917) | > loss_disc_real_0: 0.131913959980011 (0.131913959980011) | > loss_disc_real_1: 0.17792917788028717 (0.17792917788028717) | > loss_disc_real_2: 0.2039061039686203 (0.2039061039686203) | > loss_disc_real_3: 0.2691250443458557 (0.2691250443458557) | > loss_disc_real_4: 0.2418796718120575 (0.2418796718120575) | > loss_disc_real_5: 0.19911418855190277 (0.19911418855190277) | > loss_0: 2.32570219039917 (2.32570219039917) | > loss_gen: 2.5544676780700684 (2.5544676780700684) | > loss_kl: 2.0927295684814453 (2.0927295684814453) | > loss_feat: 7.662721157073975 (7.662721157073975) | > loss_mel: 12.597311019897461 (12.597311019897461) | > loss_duration: 1.6778249740600586 (1.6778249740600586) | > loss_1: 26.58505630493164 (26.58505630493164)  --> STEP: 1 | > loss_disc: 2.285177707672119 (2.285177707672119) | > loss_disc_real_0: 0.12889447808265686 (0.12889447808265686) | > loss_disc_real_1: 0.170858234167099 (0.170858234167099) | > loss_disc_real_2: 0.21495911478996277 (0.21495911478996277) | > loss_disc_real_3: 0.24990522861480713 (0.24990522861480713) | > loss_disc_real_4: 0.22910772264003754 (0.22910772264003754) | > loss_disc_real_5: 0.20472323894500732 (0.20472323894500732) | > loss_0: 2.285177707672119 (2.285177707672119) | > loss_gen: 2.568169593811035 (2.568169593811035) | > loss_kl: 2.09906268119812 (2.09906268119812) | > loss_feat: 7.679953575134277 (7.679953575134277) | > loss_mel: 12.802041053771973 (12.802041053771973) | > loss_duration: 1.788097620010376 (1.788097620010376) | > loss_1: 26.93732452392578 (26.93732452392578)  --> STEP: 2 | > loss_disc: 2.224976062774658 (2.2550768852233887) | > loss_disc_real_0: 0.11778151988983154 (0.1233379989862442) | > loss_disc_real_1: 0.16166454553604126 (0.16626138985157013) | > loss_disc_real_2: 0.1860496699810028 (0.2005043923854828) | > loss_disc_real_3: 0.25636976957321167 (0.2531374990940094) | > loss_disc_real_4: 0.22741900384426117 (0.22826336324214935) | > loss_disc_real_5: 0.21326667070388794 (0.20899495482444763) | > loss_0: 2.224976062774658 (2.2550768852233887) | > loss_gen: 2.609659194946289 (2.588914394378662) | > loss_kl: 1.9126650094985962 (2.005863845348358) | > loss_feat: 8.339513778686523 (8.0097336769104) | > loss_mel: 14.123331069946289 (13.46268606185913) | > loss_duration: 1.835078477859497 (1.8115880489349365) | > loss_1: 28.820249557495117 (27.87878704071045)  --> STEP: 3 | > loss_disc: 2.243865966796875 (2.251339912414551) | > loss_disc_real_0: 0.1372535228729248 (0.12797650694847107) | > loss_disc_real_1: 0.16398006677627563 (0.16550094882647196) | > loss_disc_real_2: 0.1841687560081482 (0.1950591802597046) | > loss_disc_real_3: 0.2661669850349426 (0.2574806610743205) | > loss_disc_real_4: 0.2268972545862198 (0.22780799369017282) | > loss_disc_real_5: 0.24200159311294556 (0.21999716758728027) | > loss_0: 2.243865966796875 (2.251339912414551) | > loss_gen: 2.7091445922851562 (2.62899112701416) | > loss_kl: 1.9592472314834595 (1.9903249740600586) | > loss_feat: 8.520081520080566 (8.179849624633789) | > loss_mel: 13.434331893920898 (13.453234672546387) | > loss_duration: 1.7945295572280884 (1.8059018850326538) | > loss_1: 28.417335510253906 (28.058303197224934)  --> STEP: 4 | > loss_disc: 2.2392756938934326 (2.2483238577842712) | > loss_disc_real_0: 0.08852387219667435 (0.11811334826052189) | > loss_disc_real_1: 0.16770969331264496 (0.1660531349480152) | > loss_disc_real_2: 0.17663373053073883 (0.19045281782746315) | > loss_disc_real_3: 0.2723196744918823 (0.26119041442871094) | > loss_disc_real_4: 0.2539023160934448 (0.23433157429099083) | > loss_disc_real_5: 0.2524421215057373 (0.22810840606689453) | > loss_0: 2.2392756938934326 (2.2483238577842712) | > loss_gen: 2.6827032566070557 (2.642419159412384) | > loss_kl: 2.0705769062042236 (2.0103879570961) | > loss_feat: 9.170268058776855 (8.427454233169556) | > loss_mel: 14.987549781799316 (13.83681344985962) | > loss_duration: 1.7429791688919067 (1.790171205997467) | > loss_1: 30.654075622558594 (28.70724630355835) --> EVAL PERFORMANCE | > avg_loader_time: 0.2805256247520447 (-0.00039392709732055664) | > avg_loss_disc: 2.2483238577842712 (-0.057625412940979004) | > avg_loss_disc_real_0: 0.11811334826052189 (-0.013370390981435776) | > avg_loss_disc_real_1: 0.1660531349480152 (-0.06904925778508186) | > avg_loss_disc_real_2: 0.19045281782746315 (-0.05585866793990135) | > avg_loss_disc_real_3: 0.26119041442871094 (+0.02331189066171646) | > avg_loss_disc_real_4: 0.23433157429099083 (-0.014707010239362717) | > avg_loss_disc_real_5: 0.22810840606689453 (+0.02345477044582367) | > avg_loss_0: 2.2483238577842712 (-0.057625412940979004) | > avg_loss_gen: 2.642419159412384 (-0.15341877937316895) | > avg_loss_kl: 2.0103879570961 (+0.0046235620975494385) | > avg_loss_feat: 8.427454233169556 (+0.7701115608215332) | > avg_loss_mel: 13.83681344985962 (+0.9896957874298096) | > avg_loss_duration: 1.790171205997467 (+0.011252433061599731) | > avg_loss_1: 28.70724630355835 (+1.6222648620605469)  > EPOCH: 216/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 03:34:32)   --> TIME: 2025-05-10 03:35:06 -- STEP: 37/725 -- GLOBAL_STEP: 202500 | > loss_disc: 2.284900426864624 (2.1930547404933627) | > loss_disc_real_0: 0.19573484361171722 (0.13800143833095965) | > loss_disc_real_1: 0.1713913083076477 (0.18958541025986542) | > loss_disc_real_2: 0.19252023100852966 (0.18717492794668353) | > loss_disc_real_3: 0.1856510490179062 (0.20294220141462377) | > loss_disc_real_4: 0.19051611423492432 (0.19634426687214826) | > loss_disc_real_5: 0.22180382907390594 (0.20305979493502024) | > loss_0: 2.284900426864624 (2.1930547404933627) | > grad_norm_0: tensor(47.1101, device='cuda:0') (tensor(32.4787, device='cuda:0')) | > loss_gen: 2.8540666103363037 (2.81450570596231) | > loss_kl: 1.7013429403305054 (1.7517442316622347) | > loss_feat: 8.221739768981934 (8.355913767943514) | > loss_mel: 13.085144996643066 (13.234242233070168) | > loss_duration: 1.6849446296691895 (1.6817545181996114) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.547239303588867 (27.838160179756784) | > grad_norm_1: tensor(178.9513, device='cuda:0') (tensor(608.3384, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8567 (0.850210428237915) | > loader_time: 0.01 (0.010065220497749947)  --> TIME: 2025-05-10 03:35:49 -- STEP: 87/725 -- GLOBAL_STEP: 202550 | > loss_disc: 2.306783676147461 (2.197081049283346) | > loss_disc_real_0: 0.13594411313533783 (0.14136535348905918) | > loss_disc_real_1: 0.1927250325679779 (0.18993655360978226) | > loss_disc_real_2: 0.18588730692863464 (0.18568494402129082) | > loss_disc_real_3: 0.20785261690616608 (0.20459741182710933) | > loss_disc_real_4: 0.20531928539276123 (0.19654643175930814) | > loss_disc_real_5: 0.226907417178154 (0.20475333980445204) | > loss_0: 2.306783676147461 (2.197081049283346) | > grad_norm_0: tensor(20.7418, device='cuda:0') (tensor(28.5464, device='cuda:0')) | > loss_gen: 2.477088212966919 (2.7867897543413886) | > loss_kl: 1.5887612104415894 (1.7580693782060997) | > loss_feat: 7.753777027130127 (8.331773303020963) | > loss_mel: 12.924768447875977 (13.305574811738113) | > loss_duration: 1.672555923461914 (1.684049099341206) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.41695213317871 (27.86625625347269) | > grad_norm_1: tensor(401.0366, device='cuda:0') (tensor(572.9069, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8252 (0.8487393472386503) | > loader_time: 0.0093 (0.010111277130828511)  --> TIME: 2025-05-10 03:36:33 -- STEP: 137/725 -- GLOBAL_STEP: 202600 | > loss_disc: 2.1963002681732178 (2.195644489169991) | > loss_disc_real_0: 0.1318102926015854 (0.13987001439515692) | > loss_disc_real_1: 0.2058970332145691 (0.18980031835771824) | > loss_disc_real_2: 0.189215287566185 (0.18651958756203202) | > loss_disc_real_3: 0.1905103325843811 (0.20363575035203113) | > loss_disc_real_4: 0.2120913863182068 (0.19693318955654646) | > loss_disc_real_5: 0.21063114702701569 (0.20409247464072094) | > loss_0: 2.1963002681732178 (2.195644489169991) | > grad_norm_0: tensor(15.7855, device='cuda:0') (tensor(27.9270, device='cuda:0')) | > loss_gen: 2.727954387664795 (2.7874890122100386) | > loss_kl: 1.7501393556594849 (1.7388127668060525) | > loss_feat: 7.480868816375732 (8.316516851856765) | > loss_mel: 12.193511009216309 (13.266989631374386) | > loss_duration: 1.666907787322998 (1.6858036526798332) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.819381713867188 (27.795611917537496) | > grad_norm_1: tensor(597.0730, device='cuda:0') (tensor(591.8963, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.821 (0.8490595539120862) | > loader_time: 0.009 (0.010104812844826361)  --> TIME: 2025-05-10 03:37:16 -- STEP: 187/725 -- GLOBAL_STEP: 202650 | > loss_disc: 2.407626152038574 (2.2038891927443722) | > loss_disc_real_0: 0.14794842898845673 (0.1399997852463773) | > loss_disc_real_1: 0.2089700549840927 (0.19033315339509183) | > loss_disc_real_2: 0.2077915221452713 (0.1879153289896919) | > loss_disc_real_3: 0.18822886049747467 (0.20428569782226477) | > loss_disc_real_4: 0.169935941696167 (0.1977203165624231) | > loss_disc_real_5: 0.2002011388540268 (0.20441658021931983) | > loss_0: 2.407626152038574 (2.2038891927443722) | > grad_norm_0: tensor(12.3954, device='cuda:0') (tensor(27.2994, device='cuda:0')) | > loss_gen: 2.4073708057403564 (2.7760325689366776) | > loss_kl: 1.6721042394638062 (1.731131119524094) | > loss_feat: 7.124584197998047 (8.268491834242715) | > loss_mel: 11.395611763000488 (13.237675146623094) | > loss_duration: 1.6956658363342285 (1.6865615468611694) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.29533576965332 (27.699892207262987) | > grad_norm_1: tensor(125.3567, device='cuda:0') (tensor(590.8794, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.864 (0.8488649875722467) | > loader_time: 0.0101 (0.010109386342094547)  --> TIME: 2025-05-10 03:37:59 -- STEP: 237/725 -- GLOBAL_STEP: 202700 | > loss_disc: 2.143702745437622 (2.206542186093231) | > loss_disc_real_0: 0.1063726618885994 (0.14041526112626876) | > loss_disc_real_1: 0.2300577610731125 (0.19107312297267756) | > loss_disc_real_2: 0.1921955794095993 (0.18844991771480704) | > loss_disc_real_3: 0.21202367544174194 (0.2044965355708126) | > loss_disc_real_4: 0.19656315445899963 (0.19741311298392494) | > loss_disc_real_5: 0.19950343668460846 (0.20425423879160662) | > loss_0: 2.143702745437622 (2.206542186093231) | > grad_norm_0: tensor(41.8764, device='cuda:0') (tensor(27.7132, device='cuda:0')) | > loss_gen: 2.8322505950927734 (2.7758521540758463) | > loss_kl: 1.957434892654419 (1.7353914835282016) | > loss_feat: 8.800467491149902 (8.269240037298413) | > loss_mel: 13.26577091217041 (13.231337704235996) | > loss_duration: 1.6676348447799683 (1.6866465907559618) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.5235595703125 (27.6984680191877) | > grad_norm_1: tensor(718.0812, device='cuda:0') (tensor(589.3566, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8141 (0.8497414488329667) | > loader_time: 0.0096 (0.010152105540665897)  --> TIME: 2025-05-10 03:38:42 -- STEP: 287/725 -- GLOBAL_STEP: 202750 | > loss_disc: 2.2089407444000244 (2.208087491656845) | > loss_disc_real_0: 0.16149967908859253 (0.1407465244990608) | > loss_disc_real_1: 0.19731900095939636 (0.19117860864679162) | > loss_disc_real_2: 0.1847143918275833 (0.188454572955075) | > loss_disc_real_3: 0.24113242328166962 (0.20472993756212834) | > loss_disc_real_4: 0.2341597080230713 (0.19710499702430345) | > loss_disc_real_5: 0.203071728348732 (0.20412424627289122) | > loss_0: 2.2089407444000244 (2.208087491656845) | > grad_norm_0: tensor(38.0908, device='cuda:0') (tensor(27.6251, device='cuda:0')) | > loss_gen: 2.8833789825439453 (2.775576536663732) | > loss_kl: 1.7902421951293945 (1.7389607400428957) | > loss_feat: 8.75940227508545 (8.273841000600154) | > loss_mel: 13.562973022460938 (13.259724899451493) | > loss_duration: 1.7003403902053833 (1.6869371419168935) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.69633674621582 (27.735040339027968) | > grad_norm_1: tensor(850.1771, device='cuda:0') (tensor(586.7721, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.7995 (0.8478716292032382) | > loader_time: 0.0095 (0.010206161891126468)  --> TIME: 2025-05-10 03:39:25 -- STEP: 337/725 -- GLOBAL_STEP: 202800 | > loss_disc: 2.224102020263672 (2.206697130769224) | > loss_disc_real_0: 0.14100103080272675 (0.14008991955295863) | > loss_disc_real_1: 0.19814789295196533 (0.19113256191995087) | > loss_disc_real_2: 0.18321217596530914 (0.18870677699497965) | > loss_disc_real_3: 0.19964683055877686 (0.20453623233456986) | > loss_disc_real_4: 0.18161621689796448 (0.19700670229044442) | > loss_disc_real_5: 0.2177286446094513 (0.20411202532601286) | > loss_0: 2.224102020263672 (2.206697130769224) | > grad_norm_0: tensor(26.0387, device='cuda:0') (tensor(27.4246, device='cuda:0')) | > loss_gen: 2.675731658935547 (2.7773780454867656) | > loss_kl: 1.7649195194244385 (1.7350827038111247) | > loss_feat: 7.653586387634277 (8.2812853425476) | > loss_mel: 13.42762279510498 (13.264336515251182) | > loss_duration: 1.6736609935760498 (1.686151252656026) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.195520401000977 (27.744233881330636) | > grad_norm_1: tensor(403.1653, device='cuda:0') (tensor(587.4198, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8658 (0.8482653252802549) | > loader_time: 0.0107 (0.010185112231563044)  --> TIME: 2025-05-10 03:40:09 -- STEP: 387/725 -- GLOBAL_STEP: 202850 | > loss_disc: 2.276550531387329 (2.2064266937955708) | > loss_disc_real_0: 0.22844183444976807 (0.14015838659779964) | > loss_disc_real_1: 0.23544244468212128 (0.1914853440929752) | > loss_disc_real_2: 0.21833114326000214 (0.18833466193780718) | > loss_disc_real_3: 0.23314347863197327 (0.20439094416700893) | > loss_disc_real_4: 0.20275631546974182 (0.196797033574538) | > loss_disc_real_5: 0.2538723945617676 (0.20421761439906227) | > loss_0: 2.276550531387329 (2.2064266937955708) | > grad_norm_0: tensor(42.7293, device='cuda:0') (tensor(27.1036, device='cuda:0')) | > loss_gen: 2.9526541233062744 (2.775796668474062) | > loss_kl: 1.9264967441558838 (1.734157028124314) | > loss_feat: 8.449533462524414 (8.27263817676279) | > loss_mel: 13.551897048950195 (13.261321506450958) | > loss_duration: 1.7669683694839478 (1.6864049810463766) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.64754867553711 (27.730318384885177) | > grad_norm_1: tensor(760.7906, device='cuda:0') (tensor(587.3480, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8722 (0.8496342438443998) | > loader_time: 0.0096 (0.010145892160499438)  --> TIME: 2025-05-10 03:40:52 -- STEP: 437/725 -- GLOBAL_STEP: 202900 | > loss_disc: 2.357286214828491 (2.2059127127824145) | > loss_disc_real_0: 0.1649884134531021 (0.14059253239863523) | > loss_disc_real_1: 0.202812060713768 (0.19125994306816382) | > loss_disc_real_2: 0.2043086588382721 (0.18827582455881667) | > loss_disc_real_3: 0.20965363085269928 (0.20427404286113968) | > loss_disc_real_4: 0.22393810749053955 (0.1968881578208107) | > loss_disc_real_5: 0.25593408942222595 (0.2043772435638397) | > loss_0: 2.357286214828491 (2.2059127127824145) | > grad_norm_0: tensor(30.5412, device='cuda:0') (tensor(27.5541, device='cuda:0')) | > loss_gen: 2.513922691345215 (2.778658111799225) | > loss_kl: 1.7004772424697876 (1.735751197867317) | > loss_feat: 6.908658027648926 (8.290586100563036) | > loss_mel: 11.055461883544922 (13.28130633007198) | > loss_duration: 1.649230718612671 (1.6863122832038588) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.82775115966797 (27.772614057876975) | > grad_norm_1: tensor(612.9370, device='cuda:0') (tensor(581.2881, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8871 (0.8489373204909967) | > loader_time: 0.0098 (0.010130140274012933)  --> TIME: 2025-05-10 03:41:35 -- STEP: 487/725 -- GLOBAL_STEP: 202950 | > loss_disc: 2.2464096546173096 (2.2068796706150677) | > loss_disc_real_0: 0.14806027710437775 (0.14021469427758423) | > loss_disc_real_1: 0.17335686087608337 (0.19125109959921546) | > loss_disc_real_2: 0.2056511789560318 (0.18823303239423875) | > loss_disc_real_3: 0.19700303673744202 (0.2044990126969143) | > loss_disc_real_4: 0.20582149922847748 (0.1969847492797174) | > loss_disc_real_5: 0.21518048644065857 (0.20474201238865236) | > loss_0: 2.2464096546173096 (2.2068796706150677) | > grad_norm_0: tensor(17.2294, device='cuda:0') (tensor(27.1337, device='cuda:0')) | > loss_gen: 2.7031936645507812 (2.7741069142578545) | > loss_kl: 1.6128389835357666 (1.7335315169250207) | > loss_feat: 7.355414867401123 (8.27036576202518) | > loss_mel: 12.879439353942871 (13.274731779000598) | > loss_duration: 1.6816710233688354 (1.6868255437032402) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.232559204101562 (27.739561539166274) | > grad_norm_1: tensor(615.4855, device='cuda:0') (tensor(578.0988, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8064 (0.8488978272346013) | > loader_time: 0.0117 (0.010142243128782423)  --> TIME: 2025-05-10 03:42:18 -- STEP: 537/725 -- GLOBAL_STEP: 203000 | > loss_disc: 2.4006800651550293 (2.207339961657531) | > loss_disc_real_0: 0.10106761753559113 (0.1404522090345566) | > loss_disc_real_1: 0.18575993180274963 (0.19128690299264095) | > loss_disc_real_2: 0.1754649132490158 (0.1880945329393088) | > loss_disc_real_3: 0.2400842010974884 (0.20454246843549342) | > loss_disc_real_4: 0.20538149774074554 (0.19695814894564323) | > loss_disc_real_5: 0.19659242033958435 (0.20500645299530562) | > loss_0: 2.4006800651550293 (2.207339961657531) | > grad_norm_0: tensor(18.4517, device='cuda:0') (tensor(26.9796, device='cuda:0')) | > loss_gen: 2.3576772212982178 (2.772303432947651) | > loss_kl: 1.5550307035446167 (1.7351320813266033) | > loss_feat: 6.629113674163818 (8.260434052131696) | > loss_mel: 10.500837326049805 (13.26243271286039) | > loss_duration: 1.699264645576477 (1.6874079298040723) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.741924285888672 (27.717710214398213) | > grad_norm_1: tensor(638.3540, device='cuda:0') (tensor(575.7808, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8412 (0.8486096752422484) | > loader_time: 0.0095 (0.01012247501138868) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_203000.pth  --> TIME: 2025-05-10 03:43:03 -- STEP: 587/725 -- GLOBAL_STEP: 203050 | > loss_disc: 2.2767858505249023 (2.208805098038109) | > loss_disc_real_0: 0.1751791536808014 (0.1407130822869338) | > loss_disc_real_1: 0.18973733484745026 (0.19147984404275523) | > loss_disc_real_2: 0.2043752521276474 (0.18821134236744352) | > loss_disc_real_3: 0.2009124606847763 (0.20469952449583317) | > loss_disc_real_4: 0.2383597493171692 (0.1971904500379676) | > loss_disc_real_5: 0.19423438608646393 (0.20462547948352316) | > loss_0: 2.2767858505249023 (2.208805098038109) | > grad_norm_0: tensor(26.7827, device='cuda:0') (tensor(26.9920, device='cuda:0')) | > loss_gen: 2.708561658859253 (2.7713059761658227) | > loss_kl: 1.6206797361373901 (1.7324790716983587) | > loss_feat: 7.345823764801025 (8.250551681096145) | > loss_mel: 12.0646333694458 (13.243369178836954) | > loss_duration: 1.6739022731781006 (1.6874326130397481) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.413599014282227 (27.685138523680198) | > grad_norm_1: tensor(685.0902, device='cuda:0') (tensor(573.9778, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8468 (0.8484115218791279) | > loader_time: 0.0115 (0.010115223808223588)  --> TIME: 2025-05-10 03:43:47 -- STEP: 637/725 -- GLOBAL_STEP: 203100 | > loss_disc: 2.273174285888672 (2.2085769311225185) | > loss_disc_real_0: 0.09696043282747269 (0.14090439609399583) | > loss_disc_real_1: 0.17385949194431305 (0.1914694130748184) | > loss_disc_real_2: 0.19944968819618225 (0.18809346115476855) | > loss_disc_real_3: 0.2512180209159851 (0.20454516017362123) | > loss_disc_real_4: 0.2188996821641922 (0.19716793670665522) | > loss_disc_real_5: 0.2101256549358368 (0.20482986143189286) | > loss_0: 2.273174285888672 (2.2085769311225185) | > grad_norm_0: tensor(21.3164, device='cuda:0') (tensor(26.9240, device='cuda:0')) | > loss_gen: 2.820622444152832 (2.7705834237522393) | > loss_kl: 1.7657442092895508 (1.7298347878867821) | > loss_feat: 8.192464828491211 (8.244358084452578) | > loss_mel: 13.565796852111816 (13.245655525423102) | > loss_duration: 1.6639578342437744 (1.6875286684305746) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.00858497619629 (27.677960496120974) | > grad_norm_1: tensor(686.4725, device='cuda:0') (tensor(573.4333, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8368 (0.8485567101878312) | > loader_time: 0.0094 (0.010106300072542727)  --> TIME: 2025-05-10 03:44:29 -- STEP: 687/725 -- GLOBAL_STEP: 203150 | > loss_disc: 2.362656354904175 (2.208812191670289) | > loss_disc_real_0: 0.2102716863155365 (0.1408039829876746) | > loss_disc_real_1: 0.21223138272762299 (0.19158282088660794) | > loss_disc_real_2: 0.22218650579452515 (0.1881282457748354) | > loss_disc_real_3: 0.21717524528503418 (0.20474261303569205) | > loss_disc_real_4: 0.19963259994983673 (0.19738199107424834) | > loss_disc_real_5: 0.20648302137851715 (0.20455566068143302) | > loss_0: 2.362656354904175 (2.208812191670289) | > grad_norm_0: tensor(22.3373, device='cuda:0') (tensor(27.1326, device='cuda:0')) | > loss_gen: 2.6894967555999756 (2.772801327393044) | > loss_kl: 1.6507513523101807 (1.7291520441810457) | > loss_feat: 7.1197285652160645 (8.255308204689753) | > loss_mel: 11.358736991882324 (13.254363759636353) | > loss_duration: 1.7124357223510742 (1.687591055421677) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.531150817871094 (27.69921638733089) | > grad_norm_1: tensor(553.7000, device='cuda:0') (tensor(573.9496, device='cuda:0')) | > current_lr_0: 0.0001946719197683455 | > current_lr_1: 0.0001946719197683455 | > step_time: 0.8492 (0.8479582520725079) | > loader_time: 0.0101 (0.010076244151574902)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.399937868118286 (2.399937868118286) | > loss_disc_real_0: 0.2411516010761261 (0.2411516010761261) | > loss_disc_real_1: 0.19476641714572906 (0.19476641714572906) | > loss_disc_real_2: 0.24272459745407104 (0.24272459745407104) | > loss_disc_real_3: 0.2469799518585205 (0.2469799518585205) | > loss_disc_real_4: 0.23808971047401428 (0.23808971047401428) | > loss_disc_real_5: 0.25042596459388733 (0.25042596459388733) | > loss_0: 2.399937868118286 (2.399937868118286) | > loss_gen: 2.792116403579712 (2.792116403579712) | > loss_kl: 2.1446421146392822 (2.1446421146392822) | > loss_feat: 6.983132839202881 (6.983132839202881) | > loss_mel: 12.322463989257812 (12.322463989257812) | > loss_duration: 1.6837148666381836 (1.6837148666381836) | > loss_1: 25.926071166992188 (25.926071166992188)  --> STEP: 1 | > loss_disc: 2.2331604957580566 (2.2331604957580566) | > loss_disc_real_0: 0.20167148113250732 (0.20167148113250732) | > loss_disc_real_1: 0.17152054607868195 (0.17152054607868195) | > loss_disc_real_2: 0.27317625284194946 (0.27317625284194946) | > loss_disc_real_3: 0.23614813387393951 (0.23614813387393951) | > loss_disc_real_4: 0.2379288524389267 (0.2379288524389267) | > loss_disc_real_5: 0.19683800637722015 (0.19683800637722015) | > loss_0: 2.2331604957580566 (2.2331604957580566) | > loss_gen: 3.1685876846313477 (3.1685876846313477) | > loss_kl: 2.177889347076416 (2.177889347076416) | > loss_feat: 9.278600692749023 (9.278600692749023) | > loss_mel: 14.84193229675293 (14.84193229675293) | > loss_duration: 1.7877349853515625 (1.7877349853515625) | > loss_1: 31.254745483398438 (31.254745483398438)  --> STEP: 2 | > loss_disc: 2.2550535202026367 (2.2441070079803467) | > loss_disc_real_0: 0.22094061970710754 (0.21130605041980743) | > loss_disc_real_1: 0.17199403047561646 (0.1717572882771492) | > loss_disc_real_2: 0.2618839740753174 (0.2675301134586334) | > loss_disc_real_3: 0.22756415605545044 (0.23185614496469498) | > loss_disc_real_4: 0.23882392048835754 (0.23837638646364212) | > loss_disc_real_5: 0.22240300476551056 (0.20962050557136536) | > loss_0: 2.2550535202026367 (2.2441070079803467) | > loss_gen: 3.131882667541504 (3.150235176086426) | > loss_kl: 1.8291934728622437 (2.00354140996933) | > loss_feat: 8.714838981628418 (8.99671983718872) | > loss_mel: 15.107280731201172 (14.97460651397705) | > loss_duration: 1.8499078750610352 (1.8188214302062988) | > loss_1: 30.633102416992188 (30.943923950195312)  --> STEP: 3 | > loss_disc: 2.2874133586883545 (2.258542458216349) | > loss_disc_real_0: 0.23664279282093048 (0.2197516312201818) | > loss_disc_real_1: 0.18306317925453186 (0.17552591860294342) | > loss_disc_real_2: 0.24202154576778412 (0.25902725756168365) | > loss_disc_real_3: 0.2340104877948761 (0.23257425924142203) | > loss_disc_real_4: 0.21863047778606415 (0.23179441690444946) | > loss_disc_real_5: 0.2191675454378128 (0.2128028521935145) | > loss_0: 2.2874133586883545 (2.258542458216349) | > loss_gen: 2.9188332557678223 (3.073101202646891) | > loss_kl: 1.9965059757232666 (2.001196265220642) | > loss_feat: 7.814635753631592 (8.602691809336344) | > loss_mel: 12.787816047668457 (14.245676358540853) | > loss_duration: 1.811523199081421 (1.816388686498006) | > loss_1: 27.329313278198242 (29.73905372619629)  --> STEP: 4 | > loss_disc: 2.1738953590393066 (2.2373806834220886) | > loss_disc_real_0: 0.17183609306812286 (0.20777274668216705) | > loss_disc_real_1: 0.16008047759532928 (0.1716645583510399) | > loss_disc_real_2: 0.22630122303962708 (0.2508457489311695) | > loss_disc_real_3: 0.2543370723724365 (0.23801496252417564) | > loss_disc_real_4: 0.2357385754585266 (0.23278045654296875) | > loss_disc_real_5: 0.18975956737995148 (0.20704203099012375) | > loss_0: 2.1738953590393066 (2.2373806834220886) | > loss_gen: 3.083859920501709 (3.0757908821105957) | > loss_kl: 1.896120309829712 (1.9749272763729095) | > loss_feat: 10.138382911682129 (8.98661458492279) | > loss_mel: 16.596277236938477 (14.833326578140259) | > loss_duration: 1.7718665599822998 (1.8052581548690796) | > loss_1: 33.486507415771484 (30.675917148590088) --> EVAL PERFORMANCE | > avg_loader_time: 0.28291183710098267 (+0.0023862123489379883) | > avg_loss_disc: 2.2373806834220886 (-0.010943174362182617) | > avg_loss_disc_real_0: 0.20777274668216705 (+0.08965939842164516) | > avg_loss_disc_real_1: 0.1716645583510399 (+0.0056114234030246735) | > avg_loss_disc_real_2: 0.2508457489311695 (+0.06039293110370636) | > avg_loss_disc_real_3: 0.23801496252417564 (-0.023175451904535294) | > avg_loss_disc_real_4: 0.23278045654296875 (-0.0015511177480220795) | > avg_loss_disc_real_5: 0.20704203099012375 (-0.021066375076770782) | > avg_loss_0: 2.2373806834220886 (-0.010943174362182617) | > avg_loss_gen: 3.0757908821105957 (+0.43337172269821167) | > avg_loss_kl: 1.9749272763729095 (-0.03546068072319031) | > avg_loss_feat: 8.98661458492279 (+0.5591603517532349) | > avg_loss_mel: 14.833326578140259 (+0.9965131282806396) | > avg_loss_duration: 1.8052581548690796 (+0.015086948871612549) | > avg_loss_1: 30.675917148590088 (+1.9686708450317383)  > EPOCH: 217/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 03:45:09)   --> TIME: 2025-05-10 03:45:21 -- STEP: 12/725 -- GLOBAL_STEP: 203200 | > loss_disc: 2.3213346004486084 (2.232659717400869) | > loss_disc_real_0: 0.14038072526454926 (0.1353087735672792) | > loss_disc_real_1: 0.21665306389331818 (0.19252773374319077) | > loss_disc_real_2: 0.1974973827600479 (0.18666883558034897) | > loss_disc_real_3: 0.20716893672943115 (0.2111026681959629) | > loss_disc_real_4: 0.17818352580070496 (0.19599819431702295) | > loss_disc_real_5: 0.21628017723560333 (0.21738644440968832) | > loss_0: 2.3213346004486084 (2.232659717400869) | > grad_norm_0: tensor(19.4200, device='cuda:0') (tensor(21.4742, device='cuda:0')) | > loss_gen: 2.515645980834961 (2.6855891148249307) | > loss_kl: 1.7142409086227417 (1.7655560970306396) | > loss_feat: 6.691519737243652 (7.86756157875061) | > loss_mel: 10.948751449584961 (13.041794856389364) | > loss_duration: 1.725020408630371 (1.6884678502877553) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.595176696777344 (27.048969586690266) | > grad_norm_1: tensor(594.8527, device='cuda:0') (tensor(567.6527, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8301 (0.8314274748166403) | > loader_time: 0.009 (0.00974730650583903)  --> TIME: 2025-05-10 03:46:04 -- STEP: 62/725 -- GLOBAL_STEP: 203250 | > loss_disc: 2.163343906402588 (2.239711573047023) | > loss_disc_real_0: 0.17093485593795776 (0.1443250506154953) | > loss_disc_real_1: 0.17376160621643066 (0.19460582276505808) | > loss_disc_real_2: 0.21098488569259644 (0.19184275884782118) | > loss_disc_real_3: 0.209804967045784 (0.20972261938356584) | > loss_disc_real_4: 0.20568032562732697 (0.1973631768938034) | > loss_disc_real_5: 0.2085961103439331 (0.20616354024217975) | > loss_0: 2.163343906402588 (2.239711573047023) | > grad_norm_0: tensor(26.4044, device='cuda:0') (tensor(27.4030, device='cuda:0')) | > loss_gen: 2.8293747901916504 (2.7290653144159625) | > loss_kl: 1.5952943563461304 (1.7472608762402688) | > loss_feat: 8.527532577514648 (7.959555672061059) | > loss_mel: 13.573541641235352 (13.045837909944597) | > loss_duration: 1.7414675951004028 (1.684205086000504) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.2672119140625 (27.165924933648878) | > grad_norm_1: tensor(644.9851, device='cuda:0') (tensor(585.0101, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8391 (0.8477975130081177) | > loader_time: 0.0102 (0.010035245649276246)  --> TIME: 2025-05-10 03:46:47 -- STEP: 112/725 -- GLOBAL_STEP: 203300 | > loss_disc: 2.2336997985839844 (2.2329701291663304) | > loss_disc_real_0: 0.16811634600162506 (0.14194650848263077) | > loss_disc_real_1: 0.19518668949604034 (0.1943513528843011) | > loss_disc_real_2: 0.21744242310523987 (0.19112437072076968) | > loss_disc_real_3: 0.2106957882642746 (0.2078697701383914) | > loss_disc_real_4: 0.20089396834373474 (0.19768151734024286) | > loss_disc_real_5: 0.20822036266326904 (0.20660926614488875) | > loss_0: 2.2336997985839844 (2.2329701291663304) | > grad_norm_0: tensor(32.5864, device='cuda:0') (tensor(26.3244, device='cuda:0')) | > loss_gen: 2.722531318664551 (2.7337647527456284) | > loss_kl: 1.645784854888916 (1.7439429685473442) | > loss_feat: 8.154308319091797 (8.016474945204598) | > loss_mel: 12.729766845703125 (13.054558626243049) | > loss_duration: 1.707551121711731 (1.6892665092434203) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.959943771362305 (27.238007886069163) | > grad_norm_1: tensor(665.1118, device='cuda:0') (tensor(569.5600, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8298 (0.8480441996029445) | > loader_time: 0.01 (0.010124966502189636)  --> TIME: 2025-05-10 03:47:30 -- STEP: 162/725 -- GLOBAL_STEP: 203350 | > loss_disc: 2.355264186859131 (2.2344606511386815) | > loss_disc_real_0: 0.127780944108963 (0.14362695698200922) | > loss_disc_real_1: 0.2094552218914032 (0.19368098483041482) | > loss_disc_real_2: 0.20182901620864868 (0.1906989691434084) | > loss_disc_real_3: 0.20075614750385284 (0.207392367131916) | > loss_disc_real_4: 0.20680107176303864 (0.1982838483872237) | > loss_disc_real_5: 0.18945391476154327 (0.20507230940792304) | > loss_0: 2.355264186859131 (2.2344606511386815) | > grad_norm_0: tensor(19.3368, device='cuda:0') (tensor(26.4207, device='cuda:0')) | > loss_gen: 2.620945453643799 (2.730225698447522) | > loss_kl: 1.9031950235366821 (1.7472894456651475) | > loss_feat: 7.54794979095459 (8.026255772437581) | > loss_mel: 12.649879455566406 (13.065412998199463) | > loss_duration: 1.645980954170227 (1.6893474731916263) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.367950439453125 (27.258531429149485) | > grad_norm_1: tensor(453.7234, device='cuda:0') (tensor(536.4974, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8219 (0.8477019616115239) | > loader_time: 0.0105 (0.010148378066074699)  --> TIME: 2025-05-10 03:48:14 -- STEP: 212/725 -- GLOBAL_STEP: 203400 | > loss_disc: 2.272799015045166 (2.229979008998511) | > loss_disc_real_0: 0.13758832216262817 (0.14271097749752823) | > loss_disc_real_1: 0.18458400666713715 (0.19332347768095304) | > loss_disc_real_2: 0.177823007106781 (0.19061971483927856) | > loss_disc_real_3: 0.17419090867042542 (0.2070754152142776) | > loss_disc_real_4: 0.1853766143321991 (0.197691041062463) | > loss_disc_real_5: 0.23171372711658478 (0.205753875088017) | > loss_0: 2.272799015045166 (2.229979008998511) | > grad_norm_0: tensor(9.8321, device='cuda:0') (tensor(26.2344, device='cuda:0')) | > loss_gen: 2.532496213912964 (2.733157313094949) | > loss_kl: 1.5733312368392944 (1.7466979358556136) | > loss_feat: 7.697977066040039 (8.062483204985563) | > loss_mel: 12.45451545715332 (13.065713329135248) | > loss_duration: 1.6948699951171875 (1.6888278615924548) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.953187942504883 (27.296879624420743) | > grad_norm_1: tensor(367.9589, device='cuda:0') (tensor(531.4258, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8546 (0.848115119169343) | > loader_time: 0.0098 (0.01014452610375746)  --> TIME: 2025-05-10 03:48:57 -- STEP: 262/725 -- GLOBAL_STEP: 203450 | > loss_disc: 2.277083158493042 (2.2285693096750565) | > loss_disc_real_0: 0.1169709712266922 (0.14369570890455763) | > loss_disc_real_1: 0.21707773208618164 (0.1934701593891355) | > loss_disc_real_2: 0.18295787274837494 (0.1898920109481302) | > loss_disc_real_3: 0.21307630836963654 (0.20708801750918376) | > loss_disc_real_4: 0.18124867975711823 (0.19741469195098368) | > loss_disc_real_5: 0.21334673464298248 (0.20690683099149754) | > loss_0: 2.277083158493042 (2.2285693096750565) | > grad_norm_0: tensor(11.0615, device='cuda:0') (tensor(26.3423, device='cuda:0')) | > loss_gen: 2.742387056350708 (2.744428328885377) | > loss_kl: 1.6628539562225342 (1.7438540740777517) | > loss_feat: 7.869362831115723 (8.128094718656463) | > loss_mel: 13.829852104187012 (13.137253735811656) | > loss_duration: 1.6825941801071167 (1.6895362748444536) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.787050247192383 (27.44316708950596) | > grad_norm_1: tensor(105.3418, device='cuda:0') (tensor(534.8895, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.888 (0.8494738667975854) | > loader_time: 0.0124 (0.0100996958390447)  --> TIME: 2025-05-10 03:49:40 -- STEP: 312/725 -- GLOBAL_STEP: 203500 | > loss_disc: 2.15455961227417 (2.2245820753085295) | > loss_disc_real_0: 0.08669476956129074 (0.14309660844409322) | > loss_disc_real_1: 0.1956944763660431 (0.19329559530776277) | > loss_disc_real_2: 0.19439318776130676 (0.18974358287568277) | > loss_disc_real_3: 0.19985651969909668 (0.206710131934438) | > loss_disc_real_4: 0.18422462046146393 (0.19696626033729467) | > loss_disc_real_5: 0.1694246232509613 (0.2063473986031918) | > loss_0: 2.15455961227417 (2.2245820753085295) | > grad_norm_0: tensor(23.4771, device='cuda:0') (tensor(26.2853, device='cuda:0')) | > loss_gen: 2.914065361022949 (2.7498936431530185) | > loss_kl: 1.7052091360092163 (1.743058320421439) | > loss_feat: 8.48288631439209 (8.156478904760803) | > loss_mel: 13.536654472351074 (13.1731999256672) | > loss_duration: 1.6742339134216309 (1.6886310481872306) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.313051223754883 (27.511261829963093) | > grad_norm_1: tensor(518.0532, device='cuda:0') (tensor(537.8274, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8398 (0.8491553320334504) | > loader_time: 0.0101 (0.010104121306003671)  --> TIME: 2025-05-10 03:50:23 -- STEP: 362/725 -- GLOBAL_STEP: 203550 | > loss_disc: 2.0990304946899414 (2.220928146694245) | > loss_disc_real_0: 0.1076279953122139 (0.14255486951513188) | > loss_disc_real_1: 0.22753430902957916 (0.19343689293986527) | > loss_disc_real_2: 0.21420162916183472 (0.18950627892386188) | > loss_disc_real_3: 0.20845067501068115 (0.20655074394539574) | > loss_disc_real_4: 0.21984873712062836 (0.19736445188851645) | > loss_disc_real_5: 0.1954943984746933 (0.2055935321674163) | > loss_0: 2.0990304946899414 (2.220928146694245) | > grad_norm_0: tensor(21.9667, device='cuda:0') (tensor(26.3448, device='cuda:0')) | > loss_gen: 2.8914260864257812 (2.753075818330542) | > loss_kl: 1.8062831163406372 (1.747786046721) | > loss_feat: 8.706123352050781 (8.164217627509522) | > loss_mel: 13.958480834960938 (13.179384953409269) | > loss_duration: 1.6373780965805054 (1.6873911895804636) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.999691009521484 (27.531855656955777) | > grad_norm_1: tensor(702.4453, device='cuda:0') (tensor(544.2982, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8351 (0.8493209899459752) | > loader_time: 0.0118 (0.0100891464981585)  --> TIME: 2025-05-10 03:51:07 -- STEP: 412/725 -- GLOBAL_STEP: 203600 | > loss_disc: 2.2496912479400635 (2.217373948652765) | > loss_disc_real_0: 0.09965834021568298 (0.1420206263372042) | > loss_disc_real_1: 0.2255939096212387 (0.19341339189016704) | > loss_disc_real_2: 0.20669415593147278 (0.1892218259931768) | > loss_disc_real_3: 0.21270878612995148 (0.2062078743305021) | > loss_disc_real_4: 0.2382039725780487 (0.1971782838690628) | > loss_disc_real_5: 0.1596851795911789 (0.2051331677917138) | > loss_0: 2.2496912479400635 (2.217373948652765) | > grad_norm_0: tensor(16.5961, device='cuda:0') (tensor(26.3612, device='cuda:0')) | > loss_gen: 2.7139475345611572 (2.757578806391038) | > loss_kl: 1.6277049779891968 (1.7432375156763689) | > loss_feat: 8.081178665161133 (8.179268275649799) | > loss_mel: 12.642074584960938 (13.193275083615942) | > loss_duration: 1.69119131565094 (1.6874362687462736) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.75609588623047 (27.56079597843503) | > grad_norm_1: tensor(529.6121, device='cuda:0') (tensor(547.9098, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8615 (0.84920327524537) | > loader_time: 0.01 (0.010091866683034072)  --> TIME: 2025-05-10 03:51:49 -- STEP: 462/725 -- GLOBAL_STEP: 203650 | > loss_disc: 2.233185291290283 (2.2178360099916303) | > loss_disc_real_0: 0.12877173721790314 (0.1422236062650816) | > loss_disc_real_1: 0.1847262680530548 (0.19327930625511971) | > loss_disc_real_2: 0.18441680073738098 (0.18907637836097121) | > loss_disc_real_3: 0.19900326430797577 (0.20622300608204558) | > loss_disc_real_4: 0.18623638153076172 (0.19732386689810527) | > loss_disc_real_5: 0.20200730860233307 (0.20496423787626872) | > loss_0: 2.233185291290283 (2.2178360099916303) | > grad_norm_0: tensor(33.2468, device='cuda:0') (tensor(26.3651, device='cuda:0')) | > loss_gen: 2.803967237472534 (2.757674832880753) | > loss_kl: 1.7186036109924316 (1.7394245968752609) | > loss_feat: 8.468884468078613 (8.181941655807162) | > loss_mel: 13.992156028747559 (13.197041007863495) | > loss_duration: 1.727174997329712 (1.68736349994486) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.710786819458008 (27.563445594919706) | > grad_norm_1: tensor(683.7306, device='cuda:0') (tensor(548.8207, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.7806 (0.8484971177526364) | > loader_time: 0.01 (0.010071892758984595)  --> TIME: 2025-05-10 03:52:33 -- STEP: 512/725 -- GLOBAL_STEP: 203700 | > loss_disc: 2.1622607707977295 (2.220672990428281) | > loss_disc_real_0: 0.1406974047422409 (0.14216085881344054) | > loss_disc_real_1: 0.14977478981018066 (0.19335629008128308) | > loss_disc_real_2: 0.17113322019577026 (0.18942189260269515) | > loss_disc_real_3: 0.18651866912841797 (0.20650124468374997) | > loss_disc_real_4: 0.1670074164867401 (0.19764990548719652) | > loss_disc_real_5: 0.20508143305778503 (0.20523940326529558) | > loss_0: 2.1622607707977295 (2.220672990428281) | > grad_norm_0: tensor(21.2814, device='cuda:0') (tensor(26.5617, device='cuda:0')) | > loss_gen: 2.687671661376953 (2.754165414720772) | > loss_kl: 1.985708236694336 (1.7385593922808766) | > loss_feat: 8.616067886352539 (8.166589290834963) | > loss_mel: 13.897918701171875 (13.19740442931652) | > loss_duration: 1.640267014503479 (1.6882775798439975) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.827632904052734 (27.544996123760935) | > grad_norm_1: tensor(151.5415, device='cuda:0') (tensor(549.2902, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8604 (0.8485391503199933) | > loader_time: 0.0097 (0.010069194715470083)  --> TIME: 2025-05-10 03:53:16 -- STEP: 562/725 -- GLOBAL_STEP: 203750 | > loss_disc: 2.254769802093506 (2.221484875127512) | > loss_disc_real_0: 0.20308293402194977 (0.14196360483765605) | > loss_disc_real_1: 0.1946229338645935 (0.1935596045013849) | > loss_disc_real_2: 0.19017620384693146 (0.18963460260969037) | > loss_disc_real_3: 0.247178316116333 (0.20654833231956507) | > loss_disc_real_4: 0.20152369141578674 (0.19766840100076274) | > loss_disc_real_5: 0.1893158257007599 (0.20529148682580725) | > loss_0: 2.254769802093506 (2.221484875127512) | > grad_norm_0: tensor(43.6570, device='cuda:0') (tensor(26.6035, device='cuda:0')) | > loss_gen: 2.7382936477661133 (2.754763074616942) | > loss_kl: 1.756324052810669 (1.7394352294372069) | > loss_feat: 8.057694435119629 (8.160698091432291) | > loss_mel: 12.682448387145996 (13.196410413314437) | > loss_duration: 1.661390781402588 (1.6883090134193035) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.896150588989258 (27.539615838128885) | > grad_norm_1: tensor(595.2701, device='cuda:0') (tensor(551.7488, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8741 (0.848353928942697) | > loader_time: 0.0103 (0.010069432631930431)  --> TIME: 2025-05-10 03:53:59 -- STEP: 612/725 -- GLOBAL_STEP: 203800 | > loss_disc: 2.240736961364746 (2.2201974479591113) | > loss_disc_real_0: 0.1543775200843811 (0.14173388931583739) | > loss_disc_real_1: 0.22578537464141846 (0.19352534462034307) | > loss_disc_real_2: 0.22907601296901703 (0.18961501184826576) | > loss_disc_real_3: 0.1963784545660019 (0.20639398694038383) | > loss_disc_real_4: 0.19243642687797546 (0.19763862302685092) | > loss_disc_real_5: 0.18385206162929535 (0.20532364556505012) | > loss_0: 2.240736961364746 (2.2201974479591113) | > grad_norm_0: tensor(25.3557, device='cuda:0') (tensor(26.5520, device='cuda:0')) | > loss_gen: 2.6881020069122314 (2.7551798376382535) | > loss_kl: 1.6985034942626953 (1.7380842410661044) | > loss_feat: 7.97533655166626 (8.163582637419122) | > loss_mel: 11.968779563903809 (13.200118125653727) | > loss_duration: 1.6271742582321167 (1.6879959476539506) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.957897186279297 (27.544960819817824) | > grad_norm_1: tensor(647.3964, device='cuda:0') (tensor(554.4221, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8125 (0.8482471198038334) | > loader_time: 0.0092 (0.010044282168344748)  --> TIME: 2025-05-10 03:54:42 -- STEP: 662/725 -- GLOBAL_STEP: 203850 | > loss_disc: 2.2090096473693848 (2.2218179427244857) | > loss_disc_real_0: 0.15684515237808228 (0.14211485246787264) | > loss_disc_real_1: 0.1657847911119461 (0.19369150554125394) | > loss_disc_real_2: 0.18911688029766083 (0.18963219236661283) | > loss_disc_real_3: 0.21535678207874298 (0.20660137434650394) | > loss_disc_real_4: 0.20247481763362885 (0.19781469551458092) | > loss_disc_real_5: 0.23752716183662415 (0.20552034356442822) | > loss_0: 2.2090096473693848 (2.2218179427244857) | > grad_norm_0: tensor(28.2991, device='cuda:0') (tensor(26.5148, device='cuda:0')) | > loss_gen: 2.649984836578369 (2.7538861490088244) | > loss_kl: 1.699660062789917 (1.7366390644243483) | > loss_feat: 8.213223457336426 (8.15119221995605) | > loss_mel: 13.044565200805664 (13.196298092153489) | > loss_duration: 1.696286678314209 (1.6884244635386043) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.303720474243164 (27.5264400096098) | > grad_norm_1: tensor(498.6136, device='cuda:0') (tensor(554.7513, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8676 (0.84845251475216) | > loader_time: 0.0109 (0.010030643457372392)  --> TIME: 2025-05-10 03:55:25 -- STEP: 712/725 -- GLOBAL_STEP: 203900 | > loss_disc: 2.200089454650879 (2.220865606759372) | > loss_disc_real_0: 0.15434513986110687 (0.14196966458739854) | > loss_disc_real_1: 0.20128844678401947 (0.1935392985685487) | > loss_disc_real_2: 0.17259028553962708 (0.18928960589378052) | > loss_disc_real_3: 0.19170363247394562 (0.2065000241266542) | > loss_disc_real_4: 0.17035697400569916 (0.1979001027981886) | > loss_disc_real_5: 0.2046656608581543 (0.2055313926441281) | > loss_0: 2.200089454650879 (2.220865606759372) | > grad_norm_0: tensor(33.5461, device='cuda:0') (tensor(26.4385, device='cuda:0')) | > loss_gen: 2.708130359649658 (2.7544402108433492) | > loss_kl: 1.8512792587280273 (1.736791683047006) | > loss_feat: 7.98391580581665 (8.155659207467284) | > loss_mel: 13.154037475585938 (13.203906967398819) | > loss_duration: 1.6843079328536987 (1.687797034891803) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.381669998168945 (27.53859511921914) | > grad_norm_1: tensor(709.2172, device='cuda:0') (tensor(553.5415, device='cuda:0')) | > current_lr_0: 0.00019464758577837445 | > current_lr_1: 0.00019464758577837445 | > step_time: 0.8136 (0.8485573202036737) | > loader_time: 0.0096 (0.01002591413058593)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.0461621284484863 (2.0461621284484863) | > loss_disc_real_0: 0.11983802914619446 (0.11983802914619446) | > loss_disc_real_1: 0.1535441279411316 (0.1535441279411316) | > loss_disc_real_2: 0.1577928066253662 (0.1577928066253662) | > loss_disc_real_3: 0.1594245731830597 (0.1594245731830597) | > loss_disc_real_4: 0.21741370856761932 (0.21741370856761932) | > loss_disc_real_5: 0.16127446293830872 (0.16127446293830872) | > loss_0: 2.0461621284484863 (2.0461621284484863) | > loss_gen: 2.719026803970337 (2.719026803970337) | > loss_kl: 1.9178465604782104 (1.9178465604782104) | > loss_feat: 9.37846851348877 (9.37846851348877) | > loss_mel: 14.327917098999023 (14.327917098999023) | > loss_duration: 1.6964243650436401 (1.6964243650436401) | > loss_1: 30.039684295654297 (30.039684295654297)  --> STEP: 1 | > loss_disc: 2.1340131759643555 (2.1340131759643555) | > loss_disc_real_0: 0.12967652082443237 (0.12967652082443237) | > loss_disc_real_1: 0.14072363078594208 (0.14072363078594208) | > loss_disc_real_2: 0.15318946540355682 (0.15318946540355682) | > loss_disc_real_3: 0.1746893972158432 (0.1746893972158432) | > loss_disc_real_4: 0.2174670696258545 (0.2174670696258545) | > loss_disc_real_5: 0.2042655050754547 (0.2042655050754547) | > loss_0: 2.1340131759643555 (2.1340131759643555) | > loss_gen: 2.6324660778045654 (2.6324660778045654) | > loss_kl: 2.106950283050537 (2.106950283050537) | > loss_feat: 8.316313743591309 (8.316313743591309) | > loss_mel: 13.912882804870605 (13.912882804870605) | > loss_duration: 1.8015670776367188 (1.8015670776367188) | > loss_1: 28.770179748535156 (28.770179748535156)  --> STEP: 2 | > loss_disc: 2.2301580905914307 (2.182085633277893) | > loss_disc_real_0: 0.1355559527873993 (0.13261623680591583) | > loss_disc_real_1: 0.14778824150562286 (0.14425593614578247) | > loss_disc_real_2: 0.1565740555524826 (0.15488176047801971) | > loss_disc_real_3: 0.18219596147537231 (0.17844267934560776) | > loss_disc_real_4: 0.21648380160331726 (0.21697543561458588) | > loss_disc_real_5: 0.2118385285139084 (0.20805201679468155) | > loss_0: 2.2301580905914307 (2.182085633277893) | > loss_gen: 2.432115077972412 (2.5322905778884888) | > loss_kl: 2.066967487335205 (2.086958885192871) | > loss_feat: 7.4182586669921875 (7.867286205291748) | > loss_mel: 13.197074890136719 (13.554978847503662) | > loss_duration: 1.852311611175537 (1.826939344406128) | > loss_1: 26.96672821044922 (27.868453979492188)  --> STEP: 3 | > loss_disc: 2.232295036315918 (2.198822100957235) | > loss_disc_real_0: 0.13222454488277435 (0.13248567283153534) | > loss_disc_real_1: 0.15854503214359283 (0.14901896814505258) | > loss_disc_real_2: 0.16441921889781952 (0.15806091328461966) | > loss_disc_real_3: 0.19545510411262512 (0.1841134876012802) | > loss_disc_real_4: 0.23248882591724396 (0.2221465657154719) | > loss_disc_real_5: 0.19799469411373138 (0.2046995759010315) | > loss_0: 2.232295036315918 (2.198822100957235) | > loss_gen: 2.4992692470550537 (2.5212834676106772) | > loss_kl: 1.9121946096420288 (2.028704126675924) | > loss_feat: 7.4256591796875 (7.720077196756999) | > loss_mel: 12.976187705993652 (13.362048467000326) | > loss_duration: 1.8087515830993652 (1.8208767573038738) | > loss_1: 26.62206268310547 (27.45299021402995)  --> STEP: 4 | > loss_disc: 2.244196653366089 (2.2101657390594482) | > loss_disc_real_0: 0.11016982048749924 (0.1269067097455263) | > loss_disc_real_1: 0.1557537466287613 (0.15070266276597977) | > loss_disc_real_2: 0.16061197221279144 (0.1586986780166626) | > loss_disc_real_3: 0.17600469291210175 (0.1820862889289856) | > loss_disc_real_4: 0.23124057054519653 (0.22442006692290306) | > loss_disc_real_5: 0.19568713009357452 (0.20244646444916725) | > loss_0: 2.244196653366089 (2.2101657390594482) | > loss_gen: 2.505450487136841 (2.517325222492218) | > loss_kl: 1.9569520950317383 (2.0107661187648773) | > loss_feat: 8.703241348266602 (7.965868234634399) | > loss_mel: 13.701457023620605 (13.446900606155396) | > loss_duration: 1.7630925178527832 (1.806430697441101) | > loss_1: 28.63019371032715 (27.747291088104248) --> EVAL PERFORMANCE | > avg_loader_time: 0.2775796055793762 (-0.005332231521606445) | > avg_loss_disc: 2.2101657390594482 (-0.02721494436264038) | > avg_loss_disc_real_0: 0.1269067097455263 (-0.08086603693664074) | > avg_loss_disc_real_1: 0.15070266276597977 (-0.02096189558506012) | > avg_loss_disc_real_2: 0.1586986780166626 (-0.09214707091450691) | > avg_loss_disc_real_3: 0.1820862889289856 (-0.05592867359519005) | > avg_loss_disc_real_4: 0.22442006692290306 (-0.008360389620065689) | > avg_loss_disc_real_5: 0.20244646444916725 (-0.004595566540956497) | > avg_loss_0: 2.2101657390594482 (-0.02721494436264038) | > avg_loss_gen: 2.517325222492218 (-0.5584656596183777) | > avg_loss_kl: 2.0107661187648773 (+0.03583884239196777) | > avg_loss_feat: 7.965868234634399 (-1.0207463502883911) | > avg_loss_mel: 13.446900606155396 (-1.3864259719848633) | > avg_loss_duration: 1.806430697441101 (+0.0011725425720214844) | > avg_loss_1: 27.747291088104248 (-2.92862606048584)  > EPOCH: 218/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 03:55:42)   --> TIME: 2025-05-10 03:56:17 -- STEP: 37/725 -- GLOBAL_STEP: 203950 | > loss_disc: 2.18998384475708 (2.1954365614298226) | > loss_disc_real_0: 0.10997658967971802 (0.13707882045088587) | > loss_disc_real_1: 0.17828360199928284 (0.1924415742223327) | > loss_disc_real_2: 0.19373124837875366 (0.18688840680831187) | > loss_disc_real_3: 0.19879336655139923 (0.20484990123155955) | > loss_disc_real_4: 0.15965282917022705 (0.19670986807024154) | > loss_disc_real_5: 0.1791958510875702 (0.19947943413579786) | > loss_0: 2.18998384475708 (2.1954365614298226) | > grad_norm_0: tensor(21.7086, device='cuda:0') (tensor(28.3959, device='cuda:0')) | > loss_gen: 2.7757062911987305 (2.779500761547604) | > loss_kl: 1.5719221830368042 (1.7203467729929331) | > loss_feat: 8.599906921386719 (8.265204584276352) | > loss_mel: 13.004104614257812 (13.23872388375772) | > loss_duration: 1.6852619647979736 (1.68587885031829) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.636903762817383 (27.68965484000541) | > grad_norm_1: tensor(477.8454, device='cuda:0') (tensor(614.0380, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8432 (0.851960175746196) | > loader_time: 0.0102 (0.01072159328976193)  --> TIME: 2025-05-10 03:57:00 -- STEP: 87/725 -- GLOBAL_STEP: 204000 | > loss_disc: 2.186431646347046 (2.208263301301276) | > loss_disc_real_0: 0.13562485575675964 (0.13946023797509316) | > loss_disc_real_1: 0.18371477723121643 (0.19346833160553858) | > loss_disc_real_2: 0.1817086935043335 (0.1883884389167545) | > loss_disc_real_3: 0.2165812999010086 (0.2054395530073122) | > loss_disc_real_4: 0.2252950668334961 (0.19770658564293522) | > loss_disc_real_5: 0.2216557264328003 (0.20445812279465556) | > loss_0: 2.186431646347046 (2.208263301301276) | > grad_norm_0: tensor(16.9137, device='cuda:0') (tensor(27.8980, device='cuda:0')) | > loss_gen: 2.867081880569458 (2.766253441229634) | > loss_kl: 1.8461359739303589 (1.7157733330781433) | > loss_feat: 9.49853801727295 (8.25652331319348) | > loss_mel: 15.127436637878418 (13.28515440842201) | > loss_duration: 1.667332649230957 (1.6889567580716363) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.006526947021484 (27.71266134854021) | > grad_norm_1: tensor(133.8721, device='cuda:0') (tensor(567.5446, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8251 (0.8510788226949757) | > loader_time: 0.0101 (0.0103738390166184) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_204000.pth  --> TIME: 2025-05-10 03:57:45 -- STEP: 137/725 -- GLOBAL_STEP: 204050 | > loss_disc: 2.036125421524048 (2.1972474747330613) | > loss_disc_real_0: 0.1058066263794899 (0.13861317394206124) | > loss_disc_real_1: 0.14870618283748627 (0.19232975142280553) | > loss_disc_real_2: 0.1565273553133011 (0.18717613359437374) | > loss_disc_real_3: 0.19542014598846436 (0.20435143321970084) | > loss_disc_real_4: 0.20463484525680542 (0.1964803995007146) | > loss_disc_real_5: 0.19067706167697906 (0.20335446428643525) | > loss_0: 2.036125421524048 (2.1972474747330613) | > grad_norm_0: tensor(24.3723, device='cuda:0') (tensor(27.6327, device='cuda:0')) | > loss_gen: 3.0339322090148926 (2.771199927712879) | > loss_kl: 1.8078374862670898 (1.714506610466616) | > loss_feat: 9.909931182861328 (8.311626371676027) | > loss_mel: 14.184722900390625 (13.35054057183927) | > loss_duration: 1.666144609451294 (1.6879289454787316) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.602569580078125 (27.835802440225642) | > grad_norm_1: tensor(688.3975, device='cuda:0') (tensor(572.8105, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8082 (0.851009361935358) | > loader_time: 0.0102 (0.010329330054512855)  --> TIME: 2025-05-10 03:58:28 -- STEP: 187/725 -- GLOBAL_STEP: 204100 | > loss_disc: 2.2204346656799316 (2.2024718701520736) | > loss_disc_real_0: 0.14143599569797516 (0.13896283124857398) | > loss_disc_real_1: 0.18579064309597015 (0.19201289428109158) | > loss_disc_real_2: 0.1780775487422943 (0.18811103884867805) | > loss_disc_real_3: 0.19133038818836212 (0.20443506514962348) | > loss_disc_real_4: 0.21495920419692993 (0.19684423418606029) | > loss_disc_real_5: 0.21376585960388184 (0.20400535016455115) | > loss_0: 2.2204346656799316 (2.2024718701520736) | > grad_norm_0: tensor(16.5408, device='cuda:0') (tensor(27.5133, device='cuda:0')) | > loss_gen: 2.764633893966675 (2.7661087538469284) | > loss_kl: 1.7744189500808716 (1.726302541513494) | > loss_feat: 8.300722122192383 (8.297118515891821) | > loss_mel: 12.926824569702148 (13.296860281796379) | > loss_duration: 1.6932469606399536 (1.6881676351322847) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.4598445892334 (27.774557746030432) | > grad_norm_1: tensor(687.8640, device='cuda:0') (tensor(564.3945, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8389 (0.8500754922469032) | > loader_time: 0.01 (0.010313377023380711)  --> TIME: 2025-05-10 03:59:12 -- STEP: 237/725 -- GLOBAL_STEP: 204150 | > loss_disc: 2.3167531490325928 (2.2061637800957112) | > loss_disc_real_0: 0.16135191917419434 (0.13918112306403704) | > loss_disc_real_1: 0.218815416097641 (0.1920746408308609) | > loss_disc_real_2: 0.20322319865226746 (0.18859506200386) | > loss_disc_real_3: 0.22440199553966522 (0.20476315387442146) | > loss_disc_real_4: 0.2086130976676941 (0.19726768104587425) | > loss_disc_real_5: 0.245836079120636 (0.20417407123599876) | > loss_0: 2.3167531490325928 (2.2061637800957112) | > grad_norm_0: tensor(24.0354, device='cuda:0') (tensor(26.8437, device='cuda:0')) | > loss_gen: 2.678727149963379 (2.7625079869218014) | > loss_kl: 1.9118351936340332 (1.7307363024240807) | > loss_feat: 6.747745037078857 (8.279893378165198) | > loss_mel: 12.079217910766602 (13.28482540146711) | > loss_duration: 1.6729905605316162 (1.6875701010981692) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.090517044067383 (27.74553321484272) | > grad_norm_1: tensor(481.2523, device='cuda:0') (tensor(570.0171, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8076 (0.8520570585999308) | > loader_time: 0.009 (0.010212017011038865)  --> TIME: 2025-05-10 03:59:55 -- STEP: 287/725 -- GLOBAL_STEP: 204200 | > loss_disc: 2.321749210357666 (2.208340536426587) | > loss_disc_real_0: 0.18590107560157776 (0.1398637694037334) | > loss_disc_real_1: 0.22172515094280243 (0.19261143608375716) | > loss_disc_real_2: 0.20556023716926575 (0.18848564166848253) | > loss_disc_real_3: 0.19387651979923248 (0.20464524829221528) | > loss_disc_real_4: 0.21334923803806305 (0.1974274329192131) | > loss_disc_real_5: 0.22140184044837952 (0.20409529586079228) | > loss_0: 2.321749210357666 (2.208340536426587) | > grad_norm_0: tensor(30.0632, device='cuda:0') (tensor(27.1583, device='cuda:0')) | > loss_gen: 2.7159531116485596 (2.7604235140704105) | > loss_kl: 1.7945884466171265 (1.7296541272970858) | > loss_feat: 7.914607048034668 (8.250521217904433) | > loss_mel: 12.027191162109375 (13.240347350515968) | > loss_duration: 1.713477373123169 (1.6876050138307372) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.165817260742188 (27.668551235664175) | > grad_norm_1: tensor(610.5820, device='cuda:0') (tensor(565.0163, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8121 (0.8503358605015985) | > loader_time: 0.0105 (0.010151042340109153)  --> TIME: 2025-05-10 04:00:38 -- STEP: 337/725 -- GLOBAL_STEP: 204250 | > loss_disc: 2.0803327560424805 (2.2072687619517763) | > loss_disc_real_0: 0.20107705891132355 (0.1393729683111257) | > loss_disc_real_1: 0.17106018960475922 (0.192600696571503) | > loss_disc_real_2: 0.15173180401325226 (0.18869537796040312) | > loss_disc_real_3: 0.2056441307067871 (0.20449219347815145) | > loss_disc_real_4: 0.15902675688266754 (0.19756970839790483) | > loss_disc_real_5: 0.21118782460689545 (0.20377264788667238) | > loss_0: 2.0803327560424805 (2.2072687619517763) | > grad_norm_0: tensor(46.5065, device='cuda:0') (tensor(26.9137, device='cuda:0')) | > loss_gen: 2.9874353408813477 (2.7623630150135603) | > loss_kl: 1.7963414192199707 (1.7271782103207416) | > loss_feat: 9.49557113647461 (8.25641600102274) | > loss_mel: 14.362112045288086 (13.236130224844823) | > loss_duration: 1.666982889175415 (1.6870454595775215) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.308443069458008 (27.669132928819963) | > grad_norm_1: tensor(757.5364, device='cuda:0') (tensor(572.3533, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.886 (0.8499784059269846) | > loader_time: 0.01 (0.010141653547654877)  --> TIME: 2025-05-10 04:01:21 -- STEP: 387/725 -- GLOBAL_STEP: 204300 | > loss_disc: 2.312237024307251 (2.211579229480538) | > loss_disc_real_0: 0.1962938755750656 (0.1398919359889141) | > loss_disc_real_1: 0.21340182423591614 (0.19254419511756854) | > loss_disc_real_2: 0.2220783233642578 (0.1890241525277918) | > loss_disc_real_3: 0.21751046180725098 (0.2050119399331338) | > loss_disc_real_4: 0.20814582705497742 (0.19780784791446157) | > loss_disc_real_5: 0.20395289361476898 (0.20403208612471585) | > loss_0: 2.312237024307251 (2.211579229480538) | > grad_norm_0: tensor(30.7479, device='cuda:0') (tensor(26.6957, device='cuda:0')) | > loss_gen: 2.834674835205078 (2.7611078698505716) | > loss_kl: 1.6489043235778809 (1.730306788624411) | > loss_feat: 7.3636932373046875 (8.231033577783464) | > loss_mel: 12.082874298095703 (13.208361867170309) | > loss_duration: 1.7863235473632812 (1.6874765860017886) | > amp_scaler: 256.0 (258.6459948320413) | > loss_1: 25.71647071838379 (27.61828669466713) | > grad_norm_1: 0 (tensor(561.8831, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.847 (0.8500653582333902) | > loader_time: 0.0095 (0.010144385872577195)  --> TIME: 2025-05-10 04:02:05 -- STEP: 437/725 -- GLOBAL_STEP: 204350 | > loss_disc: 2.1334242820739746 (2.209561561010524) | > loss_disc_real_0: 0.1434849202632904 (0.13971551592958326) | > loss_disc_real_1: 0.18734243512153625 (0.19236473964199055) | > loss_disc_real_2: 0.17589782178401947 (0.1886649871036171) | > loss_disc_real_3: 0.24176758527755737 (0.20525267549728649) | > loss_disc_real_4: 0.19434402883052826 (0.19782110663382352) | > loss_disc_real_5: 0.2170456349849701 (0.20371083802707676) | > loss_0: 2.1334242820739746 (2.209561561010524) | > grad_norm_0: tensor(30.5643, device='cuda:0') (tensor(26.7561, device='cuda:0')) | > loss_gen: 3.006633996963501 (2.7655436834426976) | > loss_kl: 1.7828760147094727 (1.730034501656242) | > loss_feat: 9.161511421203613 (8.254493519152327) | > loss_mel: 14.62477970123291 (13.242543899221879) | > loss_duration: 1.6543645858764648 (1.6870715934570109) | > amp_scaler: 256.0 (258.3432494279178) | > loss_1: 30.230167388916016 (27.679687220662895) | > grad_norm_1: tensor(687.5905, device='cuda:0') (tensor(562.8837, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8765 (0.8501425444125038) | > loader_time: 0.0142 (0.010163123329389555)  --> TIME: 2025-05-10 04:02:48 -- STEP: 487/725 -- GLOBAL_STEP: 204400 | > loss_disc: 1.9014605283737183 (2.2099815195835606) | > loss_disc_real_0: 0.0992642194032669 (0.13966398098691532) | > loss_disc_real_1: 0.14638234674930573 (0.19219885001559528) | > loss_disc_real_2: 0.16796277463436127 (0.18906979734035972) | > loss_disc_real_3: 0.17973420023918152 (0.20535472892148302) | > loss_disc_real_4: 0.16734232008457184 (0.19765364472014207) | > loss_disc_real_5: 0.18790513277053833 (0.20381137698093232) | > loss_0: 1.9014605283737183 (2.2099815195835606) | > grad_norm_0: tensor(27.6138, device='cuda:0') (tensor(26.5463, device='cuda:0')) | > loss_gen: 3.1877598762512207 (2.7635026173914716) | > loss_kl: 1.7064794301986694 (1.7302927919481814) | > loss_feat: 10.62326717376709 (8.247006960718043) | > loss_mel: 15.717917442321777 (13.234281412629866) | > loss_duration: 1.676661491394043 (1.6879033780440662) | > amp_scaler: 256.0 (258.1026694045178) | > loss_1: 32.912086486816406 (27.662987178356) | > grad_norm_1: tensor(762.4016, device='cuda:0') (tensor(563.4354, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8199 (0.8498643766438447) | > loader_time: 0.0093 (0.010145087506492031)  --> TIME: 2025-05-10 04:03:31 -- STEP: 537/725 -- GLOBAL_STEP: 204450 | > loss_disc: 2.2525744438171387 (2.2100128321674295) | > loss_disc_real_0: 0.13693712651729584 (0.14001714662966117) | > loss_disc_real_1: 0.24184881150722504 (0.19234975387153241) | > loss_disc_real_2: 0.18784359097480774 (0.18896894931127234) | > loss_disc_real_3: 0.19255396723747253 (0.20512090895318016) | > loss_disc_real_4: 0.1911448985338211 (0.1975983200348511) | > loss_disc_real_5: 0.18054871261119843 (0.20389477456304167) | > loss_0: 2.2525744438171387 (2.2100128321674295) | > grad_norm_0: tensor(22.3197, device='cuda:0') (tensor(26.4414, device='cuda:0')) | > loss_gen: 2.5894346237182617 (2.762340359181664) | > loss_kl: 1.610603928565979 (1.7300579026202694) | > loss_feat: 7.275289535522461 (8.239489272986038) | > loss_mel: 11.721695899963379 (13.22419353037573) | > loss_duration: 1.7118637561798096 (1.6887168926455682) | > amp_scaler: 256.0 (257.90689013035416) | > loss_1: 24.908889770507812 (27.64479798045238) | > grad_norm_1: tensor(543.6504, device='cuda:0') (tensor(562.8288, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8473 (0.8494359168260456) | > loader_time: 0.0094 (0.01016031519216754)  --> TIME: 2025-05-10 04:04:14 -- STEP: 587/725 -- GLOBAL_STEP: 204500 | > loss_disc: 2.1564579010009766 (2.209718157323094) | > loss_disc_real_0: 0.13122093677520752 (0.13998198355635338) | > loss_disc_real_1: 0.21193520724773407 (0.1925258387698835) | > loss_disc_real_2: 0.1670122593641281 (0.18884877124372898) | > loss_disc_real_3: 0.21678833663463593 (0.20513387389950707) | > loss_disc_real_4: 0.20965386927127838 (0.19752592886631487) | > loss_disc_real_5: 0.18592891097068787 (0.20384869484621185) | > loss_0: 2.1564579010009766 (2.209718157323094) | > grad_norm_0: tensor(27.8218, device='cuda:0') (tensor(26.6111, device='cuda:0')) | > loss_gen: 2.9808640480041504 (2.766342848691664) | > loss_kl: 1.7323559522628784 (1.7340424704592317) | > loss_feat: 9.082818031311035 (8.2555640292127) | > loss_mel: 14.189661979675293 (13.243522697656688) | > loss_duration: 1.6653332710266113 (1.6884457323782693) | > amp_scaler: 256.0 (257.74446337308365) | > loss_1: 29.651033401489258 (27.687917823076646) | > grad_norm_1: tensor(732.5929, device='cuda:0') (tensor(563.1539, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8632 (0.8493467356114819) | > loader_time: 0.0105 (0.010147795360376721)  --> TIME: 2025-05-10 04:04:57 -- STEP: 637/725 -- GLOBAL_STEP: 204550 | > loss_disc: 2.3063759803771973 (2.2095680105817204) | > loss_disc_real_0: 0.13630807399749756 (0.1397203026658137) | > loss_disc_real_1: 0.22587981820106506 (0.19262358083081207) | > loss_disc_real_2: 0.1964365839958191 (0.1891286347406438) | > loss_disc_real_3: 0.2335721105337143 (0.2052939506583911) | > loss_disc_real_4: 0.19984814524650574 (0.19753167905743854) | > loss_disc_real_5: 0.18977858126163483 (0.2037474688499277) | > loss_0: 2.3063759803771973 (2.2095680105817204) | > grad_norm_0: tensor(10.4135, device='cuda:0') (tensor(26.3089, device='cuda:0')) | > loss_gen: 2.540266752243042 (2.7653682684786096) | > loss_kl: 1.9122518301010132 (1.735405271618483) | > loss_feat: 7.0750226974487305 (8.25460476179137) | > loss_mel: 12.02892017364502 (13.246282838015953) | > loss_duration: 1.6631927490234375 (1.68829357305913) | > amp_scaler: 256.0 (257.6075353218211) | > loss_1: 25.21965217590332 (27.689954742719078) | > grad_norm_1: tensor(340.8519, device='cuda:0') (tensor(563.1629, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8364 (0.848893041700546) | > loader_time: 0.0096 (0.010134811491195217)  --> TIME: 2025-05-10 04:05:39 -- STEP: 687/725 -- GLOBAL_STEP: 204600 | > loss_disc: 2.2255325317382812 (2.2119529785200687) | > loss_disc_real_0: 0.11687163263559341 (0.14001363869403988) | > loss_disc_real_1: 0.1953919380903244 (0.1929343896314741) | > loss_disc_real_2: 0.1940133422613144 (0.18926579781755093) | > loss_disc_real_3: 0.1953478306531906 (0.20551815785174815) | > loss_disc_real_4: 0.2046220302581787 (0.1976444932484383) | > loss_disc_real_5: 0.18883740901947021 (0.20404295608119327) | > loss_0: 2.2255325317382812 (2.2119529785200687) | > grad_norm_0: tensor(20.1484, device='cuda:0') (tensor(26.3009, device='cuda:0')) | > loss_gen: 2.684597969055176 (2.762692446271405) | > loss_kl: 1.7001346349716187 (1.7365183904875494) | > loss_feat: 8.185504913330078 (8.235254217617031) | > loss_mel: 12.903498649597168 (13.221271449648484) | > loss_duration: 1.6828908920288086 (1.6883167127334395) | > amp_scaler: 256.0 (257.4905385735078) | > loss_1: 27.156627655029297 (27.64405324122443) | > grad_norm_1: tensor(631.0054, device='cuda:0') (tensor(563.4250, device='cuda:0')) | > current_lr_0: 0.00019462325483015215 | > current_lr_1: 0.00019462325483015215 | > step_time: 0.8588 (0.8482006675464793) | > loader_time: 0.0108 (0.01012248833280116)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2628684043884277 (2.2628684043884277) | > loss_disc_real_0: 0.12686236202716827 (0.12686236202716827) | > loss_disc_real_1: 0.22227871417999268 (0.22227871417999268) | > loss_disc_real_2: 0.19111043214797974 (0.19111043214797974) | > loss_disc_real_3: 0.21738962829113007 (0.21738962829113007) | > loss_disc_real_4: 0.21665507555007935 (0.21665507555007935) | > loss_disc_real_5: 0.20245422422885895 (0.20245422422885895) | > loss_0: 2.2628684043884277 (2.2628684043884277) | > loss_gen: 2.6189351081848145 (2.6189351081848145) | > loss_kl: 1.9633044004440308 (1.9633044004440308) | > loss_feat: 7.8069071769714355 (7.8069071769714355) | > loss_mel: 13.886401176452637 (13.886401176452637) | > loss_duration: 1.6772575378417969 (1.6772575378417969) | > loss_1: 27.952804565429688 (27.952804565429688)  --> STEP: 1 | > loss_disc: 2.3254151344299316 (2.3254151344299316) | > loss_disc_real_0: 0.1363099217414856 (0.1363099217414856) | > loss_disc_real_1: 0.24782362580299377 (0.24782362580299377) | > loss_disc_real_2: 0.22895444929599762 (0.22895444929599762) | > loss_disc_real_3: 0.20472410321235657 (0.20472410321235657) | > loss_disc_real_4: 0.21052442491054535 (0.21052442491054535) | > loss_disc_real_5: 0.1973770707845688 (0.1973770707845688) | > loss_0: 2.3254151344299316 (2.3254151344299316) | > loss_gen: 2.607969284057617 (2.607969284057617) | > loss_kl: 1.9194685220718384 (1.9194685220718384) | > loss_feat: 7.196795463562012 (7.196795463562012) | > loss_mel: 13.057527542114258 (13.057527542114258) | > loss_duration: 1.7814253568649292 (1.7814253568649292) | > loss_1: 26.563186645507812 (26.563186645507812)  --> STEP: 2 | > loss_disc: 2.335792064666748 (2.33060359954834) | > loss_disc_real_0: 0.14816249907016754 (0.14223621040582657) | > loss_disc_real_1: 0.24622371792793274 (0.24702367186546326) | > loss_disc_real_2: 0.2278268039226532 (0.2283906266093254) | > loss_disc_real_3: 0.2352324277162552 (0.21997826546430588) | > loss_disc_real_4: 0.22768451273441315 (0.21910446882247925) | > loss_disc_real_5: 0.20557187497615814 (0.20147447288036346) | > loss_0: 2.335792064666748 (2.33060359954834) | > loss_gen: 2.726405382156372 (2.6671873331069946) | > loss_kl: 1.93669593334198 (1.9280822277069092) | > loss_feat: 6.9203691482543945 (7.058582305908203) | > loss_mel: 12.736403465270996 (12.896965503692627) | > loss_duration: 1.8375179767608643 (1.8094716668128967) | > loss_1: 26.157392501831055 (26.360289573669434)  --> STEP: 3 | > loss_disc: 2.3809874057769775 (2.3473982016245523) | > loss_disc_real_0: 0.14695382118225098 (0.14380874733130136) | > loss_disc_real_1: 0.271390825510025 (0.2551460564136505) | > loss_disc_real_2: 0.21069733798503876 (0.2224928637345632) | > loss_disc_real_3: 0.21232689917087555 (0.21742781003316244) | > loss_disc_real_4: 0.23781627416610718 (0.22534173727035522) | > loss_disc_real_5: 0.19540250301361084 (0.19945048292477927) | > loss_0: 2.3809874057769775 (2.3473982016245523) | > loss_gen: 2.614856719970703 (2.6497437953948975) | > loss_kl: 2.0855331420898438 (1.980565865834554) | > loss_feat: 7.426881790161133 (7.18134880065918) | > loss_mel: 13.12094497680664 (12.971625328063965) | > loss_duration: 1.7911477088928223 (1.8033636808395386) | > loss_1: 27.039363861083984 (26.586647669474285)  --> STEP: 4 | > loss_disc: 2.1423542499542236 (2.29613721370697) | > loss_disc_real_0: 0.09773527830839157 (0.13229038007557392) | > loss_disc_real_1: 0.22362710535526276 (0.24726631864905357) | > loss_disc_real_2: 0.18594956398010254 (0.21335703879594803) | > loss_disc_real_3: 0.21244627237319946 (0.2161824256181717) | > loss_disc_real_4: 0.21002566814422607 (0.22151271998882294) | > loss_disc_real_5: 0.19220903515815735 (0.19764012098312378) | > loss_0: 2.1423542499542236 (2.29613721370697) | > loss_gen: 2.7434427738189697 (2.6731685400009155) | > loss_kl: 1.9122275114059448 (1.9634812772274017) | > loss_feat: 9.031956672668457 (7.644000768661499) | > loss_mel: 14.977874755859375 (13.473187685012817) | > loss_duration: 1.748201608657837 (1.7895731627941132) | > loss_1: 30.4137020111084 (27.543411254882812) --> EVAL PERFORMANCE | > avg_loader_time: 0.28532910346984863 (+0.007749497890472412) | > avg_loss_disc: 2.29613721370697 (+0.08597147464752197) | > avg_loss_disc_real_0: 0.13229038007557392 (+0.005383670330047607) | > avg_loss_disc_real_1: 0.24726631864905357 (+0.0965636558830738) | > avg_loss_disc_real_2: 0.21335703879594803 (+0.05465836077928543) | > avg_loss_disc_real_3: 0.2161824256181717 (+0.034096136689186096) | > avg_loss_disc_real_4: 0.22151271998882294 (-0.002907346934080124) | > avg_loss_disc_real_5: 0.19764012098312378 (-0.004806343466043472) | > avg_loss_0: 2.29613721370697 (+0.08597147464752197) | > avg_loss_gen: 2.6731685400009155 (+0.1558433175086975) | > avg_loss_kl: 1.9634812772274017 (-0.047284841537475586) | > avg_loss_feat: 7.644000768661499 (-0.3218674659729004) | > avg_loss_mel: 13.473187685012817 (+0.026287078857421875) | > avg_loss_duration: 1.7895731627941132 (-0.016857534646987915) | > avg_loss_1: 27.543411254882812 (-0.20387983322143555)  > EPOCH: 219/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 04:06:19)   --> TIME: 2025-05-10 04:06:31 -- STEP: 12/725 -- GLOBAL_STEP: 204650 | > loss_disc: 2.193310499191284 (2.2158356507619223) | > loss_disc_real_0: 0.1251646876335144 (0.1394315424064795) | > loss_disc_real_1: 0.1872566193342209 (0.19914307941993079) | > loss_disc_real_2: 0.1914125382900238 (0.19563997040192285) | > loss_disc_real_3: 0.19561848044395447 (0.20495517055193582) | > loss_disc_real_4: 0.1953655481338501 (0.1974271684885025) | > loss_disc_real_5: 0.17770981788635254 (0.20489362751444182) | > loss_0: 2.193310499191284 (2.2158356507619223) | > grad_norm_0: tensor(31.0832, device='cuda:0') (tensor(23.1054, device='cuda:0')) | > loss_gen: 2.7375755310058594 (2.714560568332672) | > loss_kl: 1.7753543853759766 (1.7273409465948741) | > loss_feat: 8.017578125 (8.008478999137878) | > loss_mel: 14.17734146118164 (13.515278418858847) | > loss_duration: 1.7081100940704346 (1.6885877152283986) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.41596031188965 (27.65424633026123) | > grad_norm_1: tensor(494.1833, device='cuda:0') (tensor(537.0781, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8451 (0.8320510188738505) | > loader_time: 0.0093 (0.00989083449045817)  --> TIME: 2025-05-10 04:07:14 -- STEP: 62/725 -- GLOBAL_STEP: 204700 | > loss_disc: 2.256669759750366 (2.2174482345581055) | > loss_disc_real_0: 0.10052702575922012 (0.13809910873251582) | > loss_disc_real_1: 0.183900386095047 (0.1957222319418384) | > loss_disc_real_2: 0.22462397813796997 (0.19179263422566076) | > loss_disc_real_3: 0.18594366312026978 (0.2054383182717908) | > loss_disc_real_4: 0.20639322698116302 (0.19885837382847263) | > loss_disc_real_5: 0.17669260501861572 (0.2039414016950515) | > loss_0: 2.256669759750366 (2.2174482345581055) | > grad_norm_0: tensor(28.5575, device='cuda:0') (tensor(26.5289, device='cuda:0')) | > loss_gen: 2.7111518383026123 (2.7454665860822125) | > loss_kl: 1.8078607320785522 (1.7397132265952326) | > loss_feat: 7.300755500793457 (8.112076005628031) | > loss_mel: 13.046003341674805 (13.202982164198353) | > loss_duration: 1.7358295917510986 (1.6837471800465738) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.601600646972656 (27.48398507025934) | > grad_norm_1: tensor(535.4431, device='cuda:0') (tensor(603.5535, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8419 (0.8497107413507277) | > loader_time: 0.0104 (0.01012654842868928)  --> TIME: 2025-05-10 04:07:58 -- STEP: 112/725 -- GLOBAL_STEP: 204750 | > loss_disc: 2.2022674083709717 (2.2149109925542563) | > loss_disc_real_0: 0.15431486070156097 (0.13999718174870532) | > loss_disc_real_1: 0.20834288001060486 (0.19402814629886836) | > loss_disc_real_2: 0.1776421070098877 (0.19023981331182377) | > loss_disc_real_3: 0.16962283849716187 (0.20452953302966698) | > loss_disc_real_4: 0.1920076310634613 (0.19771179277449846) | > loss_disc_real_5: 0.22303682565689087 (0.2041337999648282) | > loss_0: 2.2022674083709717 (2.2149109925542563) | > grad_norm_0: tensor(26.1960, device='cuda:0') (tensor(26.8674, device='cuda:0')) | > loss_gen: 2.6969597339630127 (2.7568964127983366) | > loss_kl: 1.7953972816467285 (1.7200797476938792) | > loss_feat: 8.100811004638672 (8.153434251035966) | > loss_mel: 13.438810348510742 (13.211141637393407) | > loss_duration: 1.706210970878601 (1.6873063338654382) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.738189697265625 (27.528858286993845) | > grad_norm_1: tensor(683.2980, device='cuda:0') (tensor(582.5735, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8132 (0.8500789063317435) | > loader_time: 0.0102 (0.010183749454362049)  --> TIME: 2025-05-10 04:08:40 -- STEP: 162/725 -- GLOBAL_STEP: 204800 | > loss_disc: 2.1940689086914062 (2.219665235943265) | > loss_disc_real_0: 0.11233426630496979 (0.1425732207703002) | > loss_disc_real_1: 0.1992153376340866 (0.19401721132022373) | > loss_disc_real_2: 0.1860376000404358 (0.1902045325180631) | > loss_disc_real_3: 0.1959412842988968 (0.20414788137983392) | > loss_disc_real_4: 0.21421688795089722 (0.19741094222775207) | > loss_disc_real_5: 0.2503320276737213 (0.20371372758606338) | > loss_0: 2.1940689086914062 (2.219665235943265) | > grad_norm_0: tensor(13.9384, device='cuda:0') (tensor(27.4775, device='cuda:0')) | > loss_gen: 2.8140761852264404 (2.76062619097439) | > loss_kl: 1.7767375707626343 (1.7273950606216621) | > loss_feat: 8.405702590942383 (8.161965140589965) | > loss_mel: 13.49117374420166 (13.236883151678391) | > loss_duration: 1.654524803161621 (1.6868275727754753) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.142215728759766 (27.573697043053894) | > grad_norm_1: tensor(607.7581, device='cuda:0') (tensor(563.2081, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8476 (0.8469889473032068) | > loader_time: 0.0099 (0.010068553465384022)  --> TIME: 2025-05-10 04:09:24 -- STEP: 212/725 -- GLOBAL_STEP: 204850 | > loss_disc: 2.230267286300659 (2.2180778058070056) | > loss_disc_real_0: 0.2066904753446579 (0.1420487182671732) | > loss_disc_real_1: 0.18199627101421356 (0.1938002523526831) | > loss_disc_real_2: 0.22003915905952454 (0.1908151962144195) | > loss_disc_real_3: 0.16043323278427124 (0.20386807662698458) | > loss_disc_real_4: 0.18304726481437683 (0.1972968225490372) | > loss_disc_real_5: 0.2009129375219345 (0.20353415910646605) | > loss_0: 2.230267286300659 (2.2180778058070056) | > grad_norm_0: tensor(43.2786, device='cuda:0') (tensor(27.8792, device='cuda:0')) | > loss_gen: 2.775036573410034 (2.764906070142422) | > loss_kl: 1.6898045539855957 (1.7328986306235479) | > loss_feat: 8.91402816772461 (8.169129540335462) | > loss_mel: 13.187254905700684 (13.23974415491212) | > loss_duration: 1.7101762294769287 (1.6867542176876424) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.27630043029785 (27.593432597394255) | > grad_norm_1: tensor(709.2731, device='cuda:0') (tensor(570.6642, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8495 (0.848485215654913) | > loader_time: 0.0096 (0.010065425117060814)  --> TIME: 2025-05-10 04:10:07 -- STEP: 262/725 -- GLOBAL_STEP: 204900 | > loss_disc: 2.2695159912109375 (2.2154067281548295) | > loss_disc_real_0: 0.08473897725343704 (0.1406258156110768) | > loss_disc_real_1: 0.193454772233963 (0.19422988127206123) | > loss_disc_real_2: 0.21027594804763794 (0.19019888330051918) | > loss_disc_real_3: 0.19579319655895233 (0.20415989673547164) | > loss_disc_real_4: 0.21188858151435852 (0.1973760973178703) | > loss_disc_real_5: 0.24587945640087128 (0.20320341201456452) | > loss_0: 2.2695159912109375 (2.2154067281548295) | > grad_norm_0: tensor(28.8066, device='cuda:0') (tensor(27.4007, device='cuda:0')) | > loss_gen: 2.8125038146972656 (2.766203082244815) | > loss_kl: 1.701341986656189 (1.7322583876493325) | > loss_feat: 8.989391326904297 (8.175997908788785) | > loss_mel: 15.075562477111816 (13.242159373887622) | > loss_duration: 1.680696964263916 (1.6874745469966916) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.259496688842773 (27.60409327499739) | > grad_norm_1: tensor(678.5005, device='cuda:0') (tensor(566.1682, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8906 (0.848435485636005) | > loader_time: 0.0125 (0.010071960114340738)  --> TIME: 2025-05-10 04:10:50 -- STEP: 312/725 -- GLOBAL_STEP: 204950 | > loss_disc: 2.12442684173584 (2.2110439233290835) | > loss_disc_real_0: 0.09545058012008667 (0.13977713882923126) | > loss_disc_real_1: 0.1962537169456482 (0.1940626185387373) | > loss_disc_real_2: 0.20543718338012695 (0.19038033686005143) | > loss_disc_real_3: 0.1858011782169342 (0.20396691732681715) | > loss_disc_real_4: 0.18025840818881989 (0.19754435227085382) | > loss_disc_real_5: 0.1825365275144577 (0.2018267752554937) | > loss_0: 2.12442684173584 (2.2110439233290835) | > grad_norm_0: tensor(17.8130, device='cuda:0') (tensor(27.5567, device='cuda:0')) | > loss_gen: 2.8526628017425537 (2.772580384443968) | > loss_kl: 1.627307415008545 (1.7308352612532105) | > loss_feat: 8.665779113769531 (8.194517997594978) | > loss_mel: 13.707610130310059 (13.23818514591608) | > loss_duration: 1.7003759145736694 (1.6868722908771951) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.55373764038086 (27.6229910667126) | > grad_norm_1: tensor(631.2489, device='cuda:0') (tensor(573.0347, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8333 (0.8479319413503011) | > loader_time: 0.01 (0.010062566934487753)  --> TIME: 2025-05-10 04:11:33 -- STEP: 362/725 -- GLOBAL_STEP: 205000 | > loss_disc: 2.138951063156128 (2.2116929055577486) | > loss_disc_real_0: 0.11080323904752731 (0.14014831913933565) | > loss_disc_real_1: 0.17679917812347412 (0.1937749586299638) | > loss_disc_real_2: 0.19754743576049805 (0.1901123644732638) | > loss_disc_real_3: 0.19460751116275787 (0.20422062265444857) | > loss_disc_real_4: 0.18913321197032928 (0.1976743493208569) | > loss_disc_real_5: 0.17469704151153564 (0.20231977315074182) | > loss_0: 2.138951063156128 (2.2116929055577486) | > grad_norm_0: tensor(37.1033, device='cuda:0') (tensor(27.3050, device='cuda:0')) | > loss_gen: 2.712458372116089 (2.767628759969007) | > loss_kl: 1.7785041332244873 (1.7338809054859439) | > loss_feat: 8.999445915222168 (8.190667991480112) | > loss_mel: 14.124528884887695 (13.228503748856852) | > loss_duration: 1.629510760307312 (1.6858235735919591) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.244447708129883 (27.60650494085491) | > grad_norm_1: tensor(711.5298, device='cuda:0') (tensor(572.0682, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8444 (0.8484133462220924) | > loader_time: 0.01 (0.01004383116137256) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_205000.pth  --> TIME: 2025-05-10 04:12:19 -- STEP: 412/725 -- GLOBAL_STEP: 205050 | > loss_disc: 2.318624496459961 (2.211376864933274) | > loss_disc_real_0: 0.10915836691856384 (0.1397679760798955) | > loss_disc_real_1: 0.2182980328798294 (0.19369427631925612) | > loss_disc_real_2: 0.20830270648002625 (0.18997045244696065) | > loss_disc_real_3: 0.21524350345134735 (0.2045585318531805) | > loss_disc_real_4: 0.2342318743467331 (0.19767192371406603) | > loss_disc_real_5: 0.18683505058288574 (0.20227724147363782) | > loss_0: 2.318624496459961 (2.211376864933274) | > grad_norm_0: tensor(23.4499, device='cuda:0') (tensor(27.2140, device='cuda:0')) | > loss_gen: 2.6502621173858643 (2.768193914473637) | > loss_kl: 1.5940853357315063 (1.7300660202225437) | > loss_feat: 7.652292251586914 (8.18452540763373) | > loss_mel: 12.43613052368164 (13.21873504907182) | > loss_duration: 1.675521969795227 (1.686114246116101) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.00829315185547 (27.587634623629377) | > grad_norm_1: tensor(528.4895, device='cuda:0') (tensor(575.5155, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8461 (0.8481273599041318) | > loader_time: 0.0097 (0.010045403994402834)  --> TIME: 2025-05-10 04:13:02 -- STEP: 462/725 -- GLOBAL_STEP: 205100 | > loss_disc: 2.190521717071533 (2.210976711083287) | > loss_disc_real_0: 0.11222031712532043 (0.13982800963572606) | > loss_disc_real_1: 0.19183401763439178 (0.19321070382476369) | > loss_disc_real_2: 0.18712414801120758 (0.1895935361584027) | > loss_disc_real_3: 0.1833612620830536 (0.204654843776257) | > loss_disc_real_4: 0.21000242233276367 (0.1978897810046807) | > loss_disc_real_5: 0.16312023997306824 (0.2026274769982219) | > loss_0: 2.190521717071533 (2.210976711083287) | > grad_norm_0: tensor(17.8468, device='cuda:0') (tensor(27.2725, device='cuda:0')) | > loss_gen: 2.805619239807129 (2.768893338385084) | > loss_kl: 1.6281695365905762 (1.7315084263359832) | > loss_feat: 8.32394790649414 (8.196539929418844) | > loss_mel: 13.913350105285645 (13.242295475749225) | > loss_duration: 1.7322721481323242 (1.6862207901426205) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.403358459472656 (27.625457920553366) | > grad_norm_1: tensor(669.1033, device='cuda:0') (tensor(574.3193, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.7851 (0.8470149958804573) | > loader_time: 0.0096 (0.010011974351230635)  --> TIME: 2025-05-10 04:13:44 -- STEP: 512/725 -- GLOBAL_STEP: 205150 | > loss_disc: 2.250924825668335 (2.2120674797333804) | > loss_disc_real_0: 0.13915102183818817 (0.14006627206981645) | > loss_disc_real_1: 0.21353624761104584 (0.1932248858793173) | > loss_disc_real_2: 0.22081081569194794 (0.18931023293407628) | > loss_disc_real_3: 0.1679285615682602 (0.2045860528596677) | > loss_disc_real_4: 0.1986846923828125 (0.19787162105785683) | > loss_disc_real_5: 0.22261258959770203 (0.2029959236097057) | > loss_0: 2.250924825668335 (2.2120674797333804) | > grad_norm_0: tensor(27.1047, device='cuda:0') (tensor(27.1964, device='cuda:0')) | > loss_gen: 2.8119709491729736 (2.7683362280949964) | > loss_kl: 1.7685878276824951 (1.7319725183770063) | > loss_feat: 8.190051078796387 (8.193818253464986) | > loss_mel: 12.220019340515137 (13.24265283718705) | > loss_duration: 1.6530063152313232 (1.6870051824953405) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.643634796142578 (27.623784992843866) | > grad_norm_1: tensor(597.4117, device='cuda:0') (tensor(574.8382, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8358 (0.8456106698140502) | > loader_time: 0.0111 (0.010014255996793505)  --> TIME: 2025-05-10 04:14:26 -- STEP: 562/725 -- GLOBAL_STEP: 205200 | > loss_disc: 2.124023675918579 (2.2103028865895684) | > loss_disc_real_0: 0.11209166795015335 (0.14007885446539972) | > loss_disc_real_1: 0.2137322723865509 (0.19320386226597203) | > loss_disc_real_2: 0.1896495670080185 (0.18954376531665432) | > loss_disc_real_3: 0.20415084064006805 (0.20431766423042141) | > loss_disc_real_4: 0.20248350501060486 (0.19773571789794966) | > loss_disc_real_5: 0.1832444667816162 (0.2026504556850607) | > loss_0: 2.124023675918579 (2.2103028865895684) | > grad_norm_0: tensor(14.7700, device='cuda:0') (tensor(27.1848, device='cuda:0')) | > loss_gen: 2.8552262783050537 (2.7724686194993433) | > loss_kl: 1.8066335916519165 (1.7319622580691167) | > loss_feat: 8.904258728027344 (8.216628117917686) | > loss_mel: 14.404319763183594 (13.269753410298627) | > loss_duration: 1.6452655792236328 (1.6867292024911078) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.615703582763672 (27.677541580064446) | > grad_norm_1: tensor(548.9643, device='cuda:0') (tensor(574.3177, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8725 (0.8445201747358058) | > loader_time: 0.0097 (0.010007524405509975)  --> TIME: 2025-05-10 04:15:09 -- STEP: 612/725 -- GLOBAL_STEP: 205250 | > loss_disc: 2.1982388496398926 (2.210200318713596) | > loss_disc_real_0: 0.09619326144456863 (0.13991028609764733) | > loss_disc_real_1: 0.21610745787620544 (0.19322266826540038) | > loss_disc_real_2: 0.21391090750694275 (0.18982277854400517) | > loss_disc_real_3: 0.18018728494644165 (0.20439508569493817) | > loss_disc_real_4: 0.20925623178482056 (0.19759013540312365) | > loss_disc_real_5: 0.17706997692584991 (0.2025803674523737) | > loss_0: 2.1982388496398926 (2.210200318713596) | > grad_norm_0: tensor(25.0809, device='cuda:0') (tensor(27.2079, device='cuda:0')) | > loss_gen: 2.5703744888305664 (2.773542277563633) | > loss_kl: 1.6231564283370972 (1.7340198381274354) | > loss_feat: 7.737308502197266 (8.227220847715726) | > loss_mel: 12.845354080200195 (13.291772886039382) | > loss_duration: 1.6172587871551514 (1.6863118478285717) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.393449783325195 (27.71286765890184) | > grad_norm_1: tensor(107.9293, device='cuda:0') (tensor(577.7582, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8007 (0.8439103731142933) | > loader_time: 0.009 (0.009998512034322702)  --> TIME: 2025-05-10 04:15:51 -- STEP: 662/725 -- GLOBAL_STEP: 205300 | > loss_disc: 2.123317241668701 (2.2102105376223466) | > loss_disc_real_0: 0.14906813204288483 (0.1397835142865461) | > loss_disc_real_1: 0.21335162222385406 (0.19306984082359566) | > loss_disc_real_2: 0.17272357642650604 (0.18967736442643707) | > loss_disc_real_3: 0.18248292803764343 (0.20465466272074676) | > loss_disc_real_4: 0.1875811517238617 (0.19759341171771017) | > loss_disc_real_5: 0.17595283687114716 (0.20296243909082384) | > loss_0: 2.123317241668701 (2.2102105376223466) | > grad_norm_0: tensor(33.0445, device='cuda:0') (tensor(26.9891, device='cuda:0')) | > loss_gen: 2.810161590576172 (2.7717212380959575) | > loss_kl: 1.7427042722702026 (1.737031023127795) | > loss_feat: 9.221353530883789 (8.224104321615206) | > loss_mel: 13.80770492553711 (13.287516249630746) | > loss_duration: 1.703348159790039 (1.6865784965252946) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.2852725982666 (27.706951276773413) | > grad_norm_1: tensor(922.3035, device='cuda:0') (tensor(575.9609, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8606 (0.8428815336746035) | > loader_time: 0.0099 (0.01001217970315064)  --> TIME: 2025-05-10 04:16:34 -- STEP: 712/725 -- GLOBAL_STEP: 205350 | > loss_disc: 2.2806947231292725 (2.2107745539606327) | > loss_disc_real_0: 0.12264524400234222 (0.13989344164938405) | > loss_disc_real_1: 0.19642499089241028 (0.1930169190876605) | > loss_disc_real_2: 0.19968768954277039 (0.1897923906197708) | > loss_disc_real_3: 0.2186938226222992 (0.20450906463888277) | > loss_disc_real_4: 0.1962895393371582 (0.19753486106402418) | > loss_disc_real_5: 0.21988545358181 (0.20306073292420151) | > loss_0: 2.2806947231292725 (2.2107745539606327) | > grad_norm_0: tensor(23.5537, device='cuda:0') (tensor(26.9176, device='cuda:0')) | > loss_gen: 2.5266711711883545 (2.7696548954824416) | > loss_kl: 1.70041024684906 (1.7375645707832295) | > loss_feat: 7.599360942840576 (8.215272774187358) | > loss_mel: 12.348777770996094 (13.275137926755326) | > loss_duration: 1.6801645755767822 (1.6862951935677044) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.855382919311523 (27.683925299162276) | > grad_norm_1: tensor(668.5016, device='cuda:0') (tensor(574.5728, device='cuda:0')) | > current_lr_0: 0.00019459892692329838 | > current_lr_1: 0.00019459892692329838 | > step_time: 0.8195 (0.8427661352613002) | > loader_time: 0.0095 (0.01000922583462148)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.320312023162842 (2.320312023162842) | > loss_disc_real_0: 0.09533760696649551 (0.09533760696649551) | > loss_disc_real_1: 0.1716536283493042 (0.1716536283493042) | > loss_disc_real_2: 0.1882183700799942 (0.1882183700799942) | > loss_disc_real_3: 0.2154415249824524 (0.2154415249824524) | > loss_disc_real_4: 0.1749565154314041 (0.1749565154314041) | > loss_disc_real_5: 0.2867855131626129 (0.2867855131626129) | > loss_0: 2.320312023162842 (2.320312023162842) | > loss_gen: 2.437971353530884 (2.437971353530884) | > loss_kl: 2.092378616333008 (2.092378616333008) | > loss_feat: 9.08456802368164 (9.08456802368164) | > loss_mel: 14.76673698425293 (14.76673698425293) | > loss_duration: 1.6839346885681152 (1.6839346885681152) | > loss_1: 30.065589904785156 (30.065589904785156)  --> STEP: 1 | > loss_disc: 2.339766025543213 (2.339766025543213) | > loss_disc_real_0: 0.11781641840934753 (0.11781641840934753) | > loss_disc_real_1: 0.17959706485271454 (0.17959706485271454) | > loss_disc_real_2: 0.19116966426372528 (0.19116966426372528) | > loss_disc_real_3: 0.21290187537670135 (0.21290187537670135) | > loss_disc_real_4: 0.1902366429567337 (0.1902366429567337) | > loss_disc_real_5: 0.2753520607948303 (0.2753520607948303) | > loss_0: 2.339766025543213 (2.339766025543213) | > loss_gen: 2.4179582595825195 (2.4179582595825195) | > loss_kl: 2.230048179626465 (2.230048179626465) | > loss_feat: 8.014838218688965 (8.014838218688965) | > loss_mel: 14.11634635925293 (14.11634635925293) | > loss_duration: 1.803318738937378 (1.803318738937378) | > loss_1: 28.582508087158203 (28.582508087158203)  --> STEP: 2 | > loss_disc: 2.433290481567383 (2.386528253555298) | > loss_disc_real_0: 0.127590611577034 (0.12270351499319077) | > loss_disc_real_1: 0.19059476256370544 (0.18509591370821) | > loss_disc_real_2: 0.19086205959320068 (0.19101586192846298) | > loss_disc_real_3: 0.23242689669132233 (0.22266438603401184) | > loss_disc_real_4: 0.20506815612316132 (0.1976523995399475) | > loss_disc_real_5: 0.2794095277786255 (0.2773807942867279) | > loss_0: 2.433290481567383 (2.386528253555298) | > loss_gen: 2.2991104125976562 (2.358534336090088) | > loss_kl: 2.018083333969116 (2.1240657567977905) | > loss_feat: 7.455770015716553 (7.735304117202759) | > loss_mel: 12.265594482421875 (13.190970420837402) | > loss_duration: 1.836411952972412 (1.819865345954895) | > loss_1: 25.874971389770508 (27.228739738464355)  --> STEP: 3 | > loss_disc: 2.4858198165893555 (2.419625441233317) | > loss_disc_real_0: 0.12796026468276978 (0.1244557648897171) | > loss_disc_real_1: 0.21202537417411804 (0.19407240053017935) | > loss_disc_real_2: 0.20381595194339752 (0.19528255860010782) | > loss_disc_real_3: 0.23514427244663239 (0.22682434817155203) | > loss_disc_real_4: 0.19370557367801666 (0.1963367909193039) | > loss_disc_real_5: 0.2976343333721161 (0.2841319739818573) | > loss_0: 2.4858198165893555 (2.419625441233317) | > loss_gen: 2.2468438148498535 (2.3213041623433432) | > loss_kl: 1.9923545122146606 (2.080162008603414) | > loss_feat: 6.363029956817627 (7.277879397074382) | > loss_mel: 11.661627769470215 (12.68118953704834) | > loss_duration: 1.8191757202148438 (1.8196354707082112) | > loss_1: 24.083032608032227 (26.18017069498698)  --> STEP: 4 | > loss_disc: 2.493386745452881 (2.438065767288208) | > loss_disc_real_0: 0.11778457462787628 (0.1227879673242569) | > loss_disc_real_1: 0.22011373937129974 (0.20058273524045944) | > loss_disc_real_2: 0.21620380878448486 (0.2005128711462021) | > loss_disc_real_3: 0.24567055702209473 (0.2315359003841877) | > loss_disc_real_4: 0.20148198306560516 (0.1976230889558792) | > loss_disc_real_5: 0.30283352732658386 (0.28880736231803894) | > loss_0: 2.493386745452881 (2.438065767288208) | > loss_gen: 2.298161745071411 (2.31551855802536) | > loss_kl: 1.7382451295852661 (1.994682788848877) | > loss_feat: 6.251916885375977 (7.02138876914978) | > loss_mel: 11.536325454711914 (12.394973516464233) | > loss_duration: 1.7714704275131226 (1.807594209909439) | > loss_1: 23.596120834350586 (25.53415822982788) --> EVAL PERFORMANCE | > avg_loader_time: 0.2782774567604065 (-0.007051646709442139) | > avg_loss_disc: 2.438065767288208 (+0.1419285535812378) | > avg_loss_disc_real_0: 0.1227879673242569 (-0.009502412751317024) | > avg_loss_disc_real_1: 0.20058273524045944 (-0.04668358340859413) | > avg_loss_disc_real_2: 0.2005128711462021 (-0.012844167649745941) | > avg_loss_disc_real_3: 0.2315359003841877 (+0.015353474766016006) | > avg_loss_disc_real_4: 0.1976230889558792 (-0.023889631032943726) | > avg_loss_disc_real_5: 0.28880736231803894 (+0.09116724133491516) | > avg_loss_0: 2.438065767288208 (+0.1419285535812378) | > avg_loss_gen: 2.31551855802536 (-0.3576499819755554) | > avg_loss_kl: 1.994682788848877 (+0.03120151162147522) | > avg_loss_feat: 7.02138876914978 (-0.6226119995117188) | > avg_loss_mel: 12.394973516464233 (-1.078214168548584) | > avg_loss_duration: 1.807594209909439 (+0.018021047115325928) | > avg_loss_1: 25.53415822982788 (-2.0092530250549316) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_205363.pth  > EPOCH: 220/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 04:16:53)   --> TIME: 2025-05-10 04:17:28 -- STEP: 37/725 -- GLOBAL_STEP: 205400 | > loss_disc: 2.1772408485412598 (2.226334990681829) | > loss_disc_real_0: 0.09961236268281937 (0.14099676826515717) | > loss_disc_real_1: 0.1661507487297058 (0.19361328675940231) | > loss_disc_real_2: 0.17391270399093628 (0.18920797915072055) | > loss_disc_real_3: 0.17360243201255798 (0.20637909544480815) | > loss_disc_real_4: 0.21045264601707458 (0.20179758482688182) | > loss_disc_real_5: 0.14411669969558716 (0.20449635185099937) | > loss_0: 2.1772408485412598 (2.226334990681829) | > grad_norm_0: tensor(10.7724, device='cuda:0') (tensor(23.5471, device='cuda:0')) | > loss_gen: 2.7895381450653076 (2.7211948407662883) | > loss_kl: 1.754067063331604 (1.729217468081294) | > loss_feat: 8.91922664642334 (8.03539046725711) | > loss_mel: 12.911030769348145 (13.067026756905221) | > loss_duration: 1.686240553855896 (1.684355606903901) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.060102462768555 (27.23718483383591) | > grad_norm_1: tensor(346.4522, device='cuda:0') (tensor(543.0786, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8516 (0.8580614553915488) | > loader_time: 0.012 (0.012519301594914618)  --> TIME: 2025-05-10 04:18:11 -- STEP: 87/725 -- GLOBAL_STEP: 205450 | > loss_disc: 2.2070906162261963 (2.2192404434598734) | > loss_disc_real_0: 0.23462195694446564 (0.14167497007326157) | > loss_disc_real_1: 0.20251525938510895 (0.19272857253578887) | > loss_disc_real_2: 0.1872829794883728 (0.1893527355344817) | > loss_disc_real_3: 0.2199081927537918 (0.20560286288288818) | > loss_disc_real_4: 0.19243444502353668 (0.1993470544787659) | > loss_disc_real_5: 0.1973268687725067 (0.20414678324228044) | > loss_0: 2.2070906162261963 (2.2192404434598734) | > grad_norm_0: tensor(50.0116, device='cuda:0') (tensor(25.2240, device='cuda:0')) | > loss_gen: 2.8489222526550293 (2.742652860181085) | > loss_kl: 1.753976583480835 (1.7030193243903675) | > loss_feat: 7.826570510864258 (8.067544476739291) | > loss_mel: 13.405024528503418 (13.064973853100305) | > loss_duration: 1.6573015451431274 (1.686371585418438) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.491796493530273 (27.26456208064638) | > grad_norm_1: tensor(567.0331, device='cuda:0') (tensor(563.5889, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8044 (0.8548831144968668) | > loader_time: 0.0136 (0.012271661868040589)  --> TIME: 2025-05-10 04:18:55 -- STEP: 137/725 -- GLOBAL_STEP: 205500 | > loss_disc: 2.1345386505126953 (2.220098241402284) | > loss_disc_real_0: 0.12198467552661896 (0.14381001182716258) | > loss_disc_real_1: 0.1585875302553177 (0.19313133339377214) | > loss_disc_real_2: 0.17729125916957855 (0.18896949508764455) | > loss_disc_real_3: 0.17003457248210907 (0.20515138487311174) | > loss_disc_real_4: 0.17355772852897644 (0.19851861111003988) | > loss_disc_real_5: 0.20113931596279144 (0.20445305272175449) | > loss_0: 2.1345386505126953 (2.220098241402284) | > grad_norm_0: tensor(14.7160, device='cuda:0') (tensor(26.0633, device='cuda:0')) | > loss_gen: 2.784757137298584 (2.754536691373282) | > loss_kl: 1.7836953401565552 (1.709040277195673) | > loss_feat: 8.759849548339844 (8.165086676604552) | > loss_mel: 13.208560943603516 (13.209542782637325) | > loss_duration: 1.6644104719161987 (1.6864788071082457) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.20127296447754 (27.52468521229542) | > grad_norm_1: tensor(141.8024, device='cuda:0') (tensor(545.2305, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8184 (0.8540773722377137) | > loader_time: 0.0111 (0.012183399966163357)  --> TIME: 2025-05-10 04:19:38 -- STEP: 187/725 -- GLOBAL_STEP: 205550 | > loss_disc: 2.1777470111846924 (2.2180555364027374) | > loss_disc_real_0: 0.1558411866426468 (0.14475208827677896) | > loss_disc_real_1: 0.15167757868766785 (0.1933901283670874) | > loss_disc_real_2: 0.17597205936908722 (0.18900907063547956) | > loss_disc_real_3: 0.1816929429769516 (0.2046834266281383) | > loss_disc_real_4: 0.17440903186798096 (0.19784068033338237) | > loss_disc_real_5: 0.17884227633476257 (0.20227522916972318) | > loss_0: 2.1777470111846924 (2.2180555364027374) | > grad_norm_0: tensor(26.8257, device='cuda:0') (tensor(26.7171, device='cuda:0')) | > loss_gen: 2.954955577850342 (2.7621285915374756) | > loss_kl: 1.6668331623077393 (1.7004521906694627) | > loss_feat: 8.958375930786133 (8.194097873361349) | > loss_mel: 13.330096244812012 (13.20910910234094) | > loss_duration: 1.7067333459854126 (1.6880341411274384) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.616994857788086 (27.553821808514112) | > grad_norm_1: tensor(631.6682, device='cuda:0') (tensor(545.7488, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8443 (0.8517451554058707) | > loader_time: 0.0122 (0.012370908961576573)  --> TIME: 2025-05-10 04:20:21 -- STEP: 237/725 -- GLOBAL_STEP: 205600 | > loss_disc: 2.1919796466827393 (2.216082217824107) | > loss_disc_real_0: 0.11983586102724075 (0.14353264113770256) | > loss_disc_real_1: 0.18029266595840454 (0.19349743331534952) | > loss_disc_real_2: 0.16711489856243134 (0.18879945670502107) | > loss_disc_real_3: 0.18869590759277344 (0.20424077216582961) | > loss_disc_real_4: 0.1927817016839981 (0.1981120667251354) | > loss_disc_real_5: 0.2034345418214798 (0.203334336542379) | > loss_0: 2.1919796466827393 (2.216082217824107) | > grad_norm_0: tensor(59.4689, device='cuda:0') (tensor(25.8788, device='cuda:0')) | > loss_gen: 2.7304296493530273 (2.7556767866078307) | > loss_kl: 1.8054224252700806 (1.7101178727572477) | > loss_feat: 8.846694946289062 (8.19117236036792) | > loss_mel: 14.33845329284668 (13.181244314974368) | > loss_duration: 1.6740906238555908 (1.687438786281312) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.395092010498047 (27.52565001636618) | > grad_norm_1: tensor(612.9158, device='cuda:0') (tensor(548.0734, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8212 (0.8508049486055655) | > loader_time: 0.0117 (0.012400966153366152)  --> TIME: 2025-05-10 04:21:04 -- STEP: 287/725 -- GLOBAL_STEP: 205650 | > loss_disc: 2.1028153896331787 (2.214333057403565) | > loss_disc_real_0: 0.15798640251159668 (0.14281708375917496) | > loss_disc_real_1: 0.19829289615154266 (0.19342096840463033) | > loss_disc_real_2: 0.19970139861106873 (0.18874278373834574) | > loss_disc_real_3: 0.2065640538930893 (0.20464026351631306) | > loss_disc_real_4: 0.19340136647224426 (0.19783976798688913) | > loss_disc_real_5: 0.17398838698863983 (0.20363238703083086) | > loss_0: 2.1028153896331787 (2.214333057403565) | > grad_norm_0: tensor(38.4070, device='cuda:0') (tensor(25.8456, device='cuda:0')) | > loss_gen: 2.8899617195129395 (2.7583833920415683) | > loss_kl: 1.585564374923706 (1.711768189789111) | > loss_feat: 9.001957893371582 (8.215556257693201) | > loss_mel: 13.979968070983887 (13.209950167958329) | > loss_duration: 1.6900814771652222 (1.6876368090666134) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.147531509399414 (27.583294752167497) | > grad_norm_1: tensor(756.2808, device='cuda:0') (tensor(552.8666, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8054 (0.8489022637078154) | > loader_time: 0.012 (0.012361980896793592)  --> TIME: 2025-05-10 04:21:47 -- STEP: 337/725 -- GLOBAL_STEP: 205700 | > loss_disc: 2.131352663040161 (2.213449922442791) | > loss_disc_real_0: 0.1263679713010788 (0.14277813282936197) | > loss_disc_real_1: 0.1747806966304779 (0.19339454554308774) | > loss_disc_real_2: 0.16071434319019318 (0.188802314529787) | > loss_disc_real_3: 0.23637905716896057 (0.20432164203873016) | > loss_disc_real_4: 0.18915341794490814 (0.19753706419857037) | > loss_disc_real_5: 0.2161412388086319 (0.2030682865784501) | > loss_0: 2.131352663040161 (2.213449922442791) | > grad_norm_0: tensor(13.7986, device='cuda:0') (tensor(25.6474, device='cuda:0')) | > loss_gen: 2.8072874546051025 (2.7589490689580436) | > loss_kl: 1.5440727472305298 (1.7120833764797856) | > loss_feat: 8.597978591918945 (8.212938015821788) | > loss_mel: 14.03962516784668 (13.184467726008474) | > loss_duration: 1.6871024370193481 (1.6870078906107377) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.676067352294922 (27.555446030478095) | > grad_norm_1: tensor(438.5692, device='cuda:0') (tensor(548.0799, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8836 (0.8486088539089574) | > loader_time: 0.0121 (0.012302820335863609)  --> TIME: 2025-05-10 04:22:30 -- STEP: 387/725 -- GLOBAL_STEP: 205750 | > loss_disc: 2.0433335304260254 (2.2136073654628228) | > loss_disc_real_0: 0.11492114514112473 (0.14281719709320603) | > loss_disc_real_1: 0.21557506918907166 (0.19346600289646665) | > loss_disc_real_2: 0.1864689588546753 (0.18901281547792828) | > loss_disc_real_3: 0.19051820039749146 (0.20465017027325097) | > loss_disc_real_4: 0.16855566203594208 (0.19729329241338625) | > loss_disc_real_5: 0.16978219151496887 (0.20325191164971634) | > loss_0: 2.0433335304260254 (2.2136073654628228) | > grad_norm_0: tensor(28.6702, device='cuda:0') (tensor(25.5231, device='cuda:0')) | > loss_gen: 2.9447860717773438 (2.7599992265380946) | > loss_kl: 1.7266327142715454 (1.7160838716097888) | > loss_feat: 9.176614761352539 (8.21642911280157) | > loss_mel: 14.547011375427246 (13.190205906712732) | > loss_duration: 1.7781025171279907 (1.6866648049317592) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.17314910888672 (27.569382886861955) | > grad_norm_1: tensor(828.0985, device='cuda:0') (tensor(550.0206, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8456 (0.8484009723022615) | > loader_time: 0.0148 (0.012342195486221513)  --> TIME: 2025-05-10 04:23:13 -- STEP: 437/725 -- GLOBAL_STEP: 205800 | > loss_disc: 2.199338436126709 (2.2146118614711807) | > loss_disc_real_0: 0.16052687168121338 (0.14255718146909038) | > loss_disc_real_1: 0.18838824331760406 (0.19355841376552324) | > loss_disc_real_2: 0.2197333425283432 (0.18917962990581866) | > loss_disc_real_3: 0.2044612616300583 (0.20464632743692504) | > loss_disc_real_4: 0.22270148992538452 (0.19751594653800641) | > loss_disc_real_5: 0.18968565762043 (0.20350455119353414) | > loss_0: 2.199338436126709 (2.2146118614711807) | > grad_norm_0: tensor(30.6619, device='cuda:0') (tensor(25.6340, device='cuda:0')) | > loss_gen: 2.7154862880706787 (2.7613743082609554) | > loss_kl: 1.742372989654541 (1.7190524184185525) | > loss_feat: 8.197281837463379 (8.222867507410811) | > loss_mel: 13.199310302734375 (13.183245525752925) | > loss_duration: 1.6573331356048584 (1.6862970227780552) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.51178550720215 (27.572836729700015) | > grad_norm_1: tensor(634.1634, device='cuda:0') (tensor(555.1019, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8815 (0.8467891478156604) | > loader_time: 0.0124 (0.012331378268977327)  --> TIME: 2025-05-10 04:23:55 -- STEP: 487/725 -- GLOBAL_STEP: 205850 | > loss_disc: 2.207888126373291 (2.2174598367796787) | > loss_disc_real_0: 0.11408140510320663 (0.143641681121605) | > loss_disc_real_1: 0.1998003125190735 (0.19318241346053766) | > loss_disc_real_2: 0.20111577212810516 (0.18928370305032957) | > loss_disc_real_3: 0.20661959052085876 (0.2049688140592046) | > loss_disc_real_4: 0.19789130985736847 (0.197595099557107) | > loss_disc_real_5: 0.24665018916130066 (0.20370811982810869) | > loss_0: 2.207888126373291 (2.2174598367796787) | > grad_norm_0: tensor(16.4092, device='cuda:0') (tensor(26.0035, device='cuda:0')) | > loss_gen: 2.75919246673584 (2.7588327870966234) | > loss_kl: 1.691598892211914 (1.7247895308343781) | > loss_feat: 7.985379219055176 (8.215776422919681) | > loss_mel: 12.773957252502441 (13.191628837977103) | > loss_duration: 1.6646411418914795 (1.6864868145459) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.87476921081543 (27.577514339031868) | > grad_norm_1: tensor(347.3975, device='cuda:0') (tensor(552.9359, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8073 (0.8456625326458187) | > loader_time: 0.0118 (0.012315616960153444)  --> TIME: 2025-05-10 04:24:39 -- STEP: 537/725 -- GLOBAL_STEP: 205900 | > loss_disc: 2.1578829288482666 (2.2186052927979767) | > loss_disc_real_0: 0.10259398072957993 (0.14383169442581742) | > loss_disc_real_1: 0.1882280856370926 (0.19310550078111435) | > loss_disc_real_2: 0.14438027143478394 (0.18915270898817207) | > loss_disc_real_3: 0.20430698990821838 (0.20496783878661176) | > loss_disc_real_4: 0.1614467352628708 (0.1977568685286982) | > loss_disc_real_5: 0.21914449334144592 (0.20426777371481145) | > loss_0: 2.1578829288482666 (2.2186052927979767) | > grad_norm_0: tensor(15.5791, device='cuda:0') (tensor(25.3223, device='cuda:0')) | > loss_gen: 2.7934796810150146 (2.7538957964330635) | > loss_kl: 1.6305787563323975 (1.7269114386879978) | > loss_feat: 9.17662525177002 (8.195366139296489) | > loss_mel: 14.404300689697266 (13.169368665755572) | > loss_duration: 1.7057498693466187 (1.6871189365173853) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.710735321044922 (27.532660919416774) | > grad_norm_1: tensor(329.0432, device='cuda:0') (tensor(537.2577, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8769 (0.8470131298683207) | > loader_time: 0.0128 (0.0123411863209815)  --> TIME: 2025-05-10 04:25:23 -- STEP: 587/725 -- GLOBAL_STEP: 205950 | > loss_disc: 2.157428741455078 (2.2180409541121944) | > loss_disc_real_0: 0.09534984827041626 (0.14345758848742696) | > loss_disc_real_1: 0.18455712497234344 (0.19340950664405718) | > loss_disc_real_2: 0.19808922708034515 (0.189058967429694) | > loss_disc_real_3: 0.22668854892253876 (0.20498104060934993) | > loss_disc_real_4: 0.21948790550231934 (0.19777977555431742) | > loss_disc_real_5: 0.21438242495059967 (0.20442886708948435) | > loss_0: 2.157428741455078 (2.2180409541121944) | > grad_norm_0: tensor(28.9819, device='cuda:0') (tensor(25.3141, device='cuda:0')) | > loss_gen: 2.8363609313964844 (2.7560801319206796) | > loss_kl: 1.7131679058074951 (1.7301759134971713) | > loss_feat: 8.709062576293945 (8.206229408920521) | > loss_mel: 13.905301094055176 (13.179176445917136) | > loss_duration: 1.681861162185669 (1.6868171543644477) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.845754623413086 (27.558479013394248) | > grad_norm_1: tensor(598.6296, device='cuda:0') (tensor(535.7932, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8696 (0.8481275097068774) | > loader_time: 0.0134 (0.012338155376037913)  --> TIME: 2025-05-10 04:26:07 -- STEP: 637/725 -- GLOBAL_STEP: 206000 | > loss_disc: 2.1711785793304443 (2.2163480114150818) | > loss_disc_real_0: 0.179890975356102 (0.1427057458780812) | > loss_disc_real_1: 0.19116465747356415 (0.19338173738547726) | > loss_disc_real_2: 0.19895829260349274 (0.18908407935635835) | > loss_disc_real_3: 0.20337022840976715 (0.2048809733972819) | > loss_disc_real_4: 0.1909344345331192 (0.19782514692382114) | > loss_disc_real_5: 0.20372366905212402 (0.20403551007365123) | > loss_0: 2.1711785793304443 (2.2163480114150818) | > grad_norm_0: tensor(47.2290, device='cuda:0') (tensor(25.4489, device='cuda:0')) | > loss_gen: 2.929405450820923 (2.758469439001996) | > loss_kl: 1.838955283164978 (1.7297718611018063) | > loss_feat: 8.87656307220459 (8.223406923434798) | > loss_mel: 13.697571754455566 (13.19847671802228) | > loss_duration: 1.6546281576156616 (1.686691105459324) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.99712371826172 (27.596815995556213) | > grad_norm_1: tensor(713.0167, device='cuda:0') (tensor(539.3840, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8381 (0.8487931312159801) | > loader_time: 0.0113 (0.01233532589683354) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_206000.pth  --> TIME: 2025-05-10 04:26:52 -- STEP: 687/725 -- GLOBAL_STEP: 206050 | > loss_disc: 2.1643056869506836 (2.2163869657891277) | > loss_disc_real_0: 0.11732407659292221 (0.14261881814079352) | > loss_disc_real_1: 0.17530444264411926 (0.1933518250132578) | > loss_disc_real_2: 0.18667715787887573 (0.18896780689036838) | > loss_disc_real_3: 0.1876310110092163 (0.2048365210428335) | > loss_disc_real_4: 0.17942014336585999 (0.1977904634617995) | > loss_disc_real_5: 0.2085883915424347 (0.204113285115539) | > loss_0: 2.1643056869506836 (2.2163869657891277) | > grad_norm_0: tensor(28.8222, device='cuda:0') (tensor(25.1797, device='cuda:0')) | > loss_gen: 2.797070264816284 (2.75679907701595) | > loss_kl: 1.7766555547714233 (1.7289185208177635) | > loss_feat: 7.961945533752441 (8.213472092863075) | > loss_mel: 12.546049118041992 (13.187941633110663) | > loss_duration: 1.69551682472229 (1.6868068661752227) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.77723503112793 (27.57393815041976) | > grad_norm_1: tensor(718.9242, device='cuda:0') (tensor(537.0432, device='cuda:0')) | > current_lr_0: 0.00019457460205743297 | > current_lr_1: 0.00019457460205743297 | > step_time: 0.8624 (0.8482613060325166) | > loader_time: 0.0109 (0.012219102101555043)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3031837940216064 (2.3031837940216064) | > loss_disc_real_0: 0.14723597466945648 (0.14723597466945648) | > loss_disc_real_1: 0.20384910702705383 (0.20384910702705383) | > loss_disc_real_2: 0.1739535629749298 (0.1739535629749298) | > loss_disc_real_3: 0.18591156601905823 (0.18591156601905823) | > loss_disc_real_4: 0.23639726638793945 (0.23639726638793945) | > loss_disc_real_5: 0.22433243691921234 (0.22433243691921234) | > loss_0: 2.3031837940216064 (2.3031837940216064) | > loss_gen: 2.5370025634765625 (2.5370025634765625) | > loss_kl: 2.037310838699341 (2.037310838699341) | > loss_feat: 7.883180618286133 (7.883180618286133) | > loss_mel: 13.754053115844727 (13.754053115844727) | > loss_duration: 1.6963179111480713 (1.6963179111480713) | > loss_1: 27.907865524291992 (27.907865524291992)  --> STEP: 1 | > loss_disc: 2.34789776802063 (2.34789776802063) | > loss_disc_real_0: 0.13692288100719452 (0.13692288100719452) | > loss_disc_real_1: 0.20485641062259674 (0.20485641062259674) | > loss_disc_real_2: 0.17224881052970886 (0.17224881052970886) | > loss_disc_real_3: 0.1846069097518921 (0.1846069097518921) | > loss_disc_real_4: 0.2145746797323227 (0.2145746797323227) | > loss_disc_real_5: 0.22412879765033722 (0.22412879765033722) | > loss_0: 2.34789776802063 (2.34789776802063) | > loss_gen: 2.438150644302368 (2.438150644302368) | > loss_kl: 2.094735622406006 (2.094735622406006) | > loss_feat: 7.444326400756836 (7.444326400756836) | > loss_mel: 13.289072036743164 (13.289072036743164) | > loss_duration: 1.7817704677581787 (1.7817704677581787) | > loss_1: 27.04805564880371 (27.04805564880371)  --> STEP: 2 | > loss_disc: 2.148744583129883 (2.2483211755752563) | > loss_disc_real_0: 0.12660887837409973 (0.13176587969064713) | > loss_disc_real_1: 0.18095946311950684 (0.1929079368710518) | > loss_disc_real_2: 0.1546277403831482 (0.16343827545642853) | > loss_disc_real_3: 0.1784169226884842 (0.18151191622018814) | > loss_disc_real_4: 0.20167173445224762 (0.20812320709228516) | > loss_disc_real_5: 0.19739104807376862 (0.21075992286205292) | > loss_0: 2.148744583129883 (2.2483211755752563) | > loss_gen: 2.6601171493530273 (2.5491338968276978) | > loss_kl: 1.8296011686325073 (1.9621683955192566) | > loss_feat: 8.368757247924805 (7.90654182434082) | > loss_mel: 15.023942947387695 (14.15650749206543) | > loss_duration: 1.8370901346206665 (1.8094303011894226) | > loss_1: 29.71950912475586 (28.383782386779785)  --> STEP: 3 | > loss_disc: 2.291722536087036 (2.2627882957458496) | > loss_disc_real_0: 0.12976546585559845 (0.13109907507896423) | > loss_disc_real_1: 0.2122040092945099 (0.1993399610122045) | > loss_disc_real_2: 0.16593602299690247 (0.16427085796991983) | > loss_disc_real_3: 0.18058934807777405 (0.1812043935060501) | > loss_disc_real_4: 0.21574412286281586 (0.21066351234912872) | > loss_disc_real_5: 0.21062970161437988 (0.21071651577949524) | > loss_0: 2.291722536087036 (2.2627882957458496) | > loss_gen: 2.5196166038513184 (2.5392947991689048) | > loss_kl: 2.0445377826690674 (1.9896248579025269) | > loss_feat: 8.428112983703613 (8.080398877461752) | > loss_mel: 13.761253356933594 (14.02475611368815) | > loss_duration: 1.8158702850341797 (1.8115769624710083) | > loss_1: 28.56939125061035 (28.44565200805664)  --> STEP: 4 | > loss_disc: 2.160334587097168 (2.237174868583679) | > loss_disc_real_0: 0.12069692462682724 (0.12849853746592999) | > loss_disc_real_1: 0.20734339952468872 (0.20134082064032555) | > loss_disc_real_2: 0.1553470343351364 (0.16203990206122398) | > loss_disc_real_3: 0.15891653299331665 (0.17563242837786674) | > loss_disc_real_4: 0.21356059610843658 (0.2113877832889557) | > loss_disc_real_5: 0.20597772300243378 (0.20953181758522987) | > loss_0: 2.160334587097168 (2.237174868583679) | > loss_gen: 2.7450461387634277 (2.5907326340675354) | > loss_kl: 1.9997518062591553 (1.992156594991684) | > loss_feat: 9.845987319946289 (8.521795988082886) | > loss_mel: 15.64677906036377 (14.430261850357056) | > loss_duration: 1.7381587028503418 (1.7932223975658417) | > loss_1: 31.975725173950195 (29.32817029953003) --> EVAL PERFORMANCE | > avg_loader_time: 0.2784935235977173 (+0.00021606683731079102) | > avg_loss_disc: 2.237174868583679 (-0.2008908987045288) | > avg_loss_disc_real_0: 0.12849853746592999 (+0.005710570141673088) | > avg_loss_disc_real_1: 0.20134082064032555 (+0.0007580853998661041) | > avg_loss_disc_real_2: 0.16203990206122398 (-0.038472969084978104) | > avg_loss_disc_real_3: 0.17563242837786674 (-0.05590347200632095) | > avg_loss_disc_real_4: 0.2113877832889557 (+0.013764694333076477) | > avg_loss_disc_real_5: 0.20953181758522987 (-0.07927554473280907) | > avg_loss_0: 2.237174868583679 (-0.2008908987045288) | > avg_loss_gen: 2.5907326340675354 (+0.2752140760421753) | > avg_loss_kl: 1.992156594991684 (-0.002526193857192993) | > avg_loss_feat: 8.521795988082886 (+1.5004072189331055) | > avg_loss_mel: 14.430261850357056 (+2.0352883338928223) | > avg_loss_duration: 1.7932223975658417 (-0.014371812343597412) | > avg_loss_1: 29.32817029953003 (+3.7940120697021484)  > EPOCH: 221/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 04:27:31)   --> TIME: 2025-05-10 04:27:44 -- STEP: 12/725 -- GLOBAL_STEP: 206100 | > loss_disc: 2.336385726928711 (2.265368461608887) | > loss_disc_real_0: 0.166951984167099 (0.14223165810108188) | > loss_disc_real_1: 0.2062617391347885 (0.19538008918364844) | > loss_disc_real_2: 0.22384774684906006 (0.1971435323357582) | > loss_disc_real_3: 0.21270102262496948 (0.20722357432047525) | > loss_disc_real_4: 0.21006576716899872 (0.20277590801318487) | > loss_disc_real_5: 0.15421999990940094 (0.20940065632263818) | > loss_0: 2.336385726928711 (2.265368461608887) | > grad_norm_0: tensor(30.2243, device='cuda:0') (tensor(21.0228, device='cuda:0')) | > loss_gen: 2.493330240249634 (2.662492275238037) | > loss_kl: 1.8087998628616333 (1.730957309405009) | > loss_feat: 7.974429130554199 (7.790483832359314) | > loss_mel: 13.075063705444336 (13.105117638905844) | > loss_duration: 1.707703948020935 (1.688625007867813) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.059326171875 (26.977676073710125) | > grad_norm_1: tensor(475.8130, device='cuda:0') (tensor(484.7977, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.845 (0.836490790049235) | > loader_time: 0.0085 (0.009611368179321289)  --> TIME: 2025-05-10 04:28:27 -- STEP: 62/725 -- GLOBAL_STEP: 206150 | > loss_disc: 2.1946163177490234 (2.2340276587393975) | > loss_disc_real_0: 0.1459973305463791 (0.1417045988623173) | > loss_disc_real_1: 0.1802663803100586 (0.19488022139956873) | > loss_disc_real_2: 0.17372259497642517 (0.19280126306318465) | > loss_disc_real_3: 0.21069727838039398 (0.20656375250508707) | > loss_disc_real_4: 0.18391461670398712 (0.19993534395771642) | > loss_disc_real_5: 0.2484157234430313 (0.20384632099059327) | > loss_0: 2.1946163177490234 (2.2340276587393975) | > grad_norm_0: tensor(25.7349, device='cuda:0') (tensor(25.3326, device='cuda:0')) | > loss_gen: 2.872565984725952 (2.7301411359540877) | > loss_kl: 1.6617482900619507 (1.7276251277615946) | > loss_feat: 8.915392875671387 (8.089291326461302) | > loss_mel: 13.891968727111816 (13.186822814326133) | > loss_duration: 1.7293007373809814 (1.68086612801398) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.07097625732422 (27.414746530594364) | > grad_norm_1: tensor(672.4957, device='cuda:0') (tensor(536.9263, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8609 (0.8535166632744574) | > loader_time: 0.0115 (0.00972847015626969)  --> TIME: 2025-05-10 04:29:11 -- STEP: 112/725 -- GLOBAL_STEP: 206200 | > loss_disc: 2.2655022144317627 (2.2198605196816583) | > loss_disc_real_0: 0.1855333149433136 (0.1399616665605988) | > loss_disc_real_1: 0.2077992856502533 (0.19401774954582965) | > loss_disc_real_2: 0.17969109117984772 (0.19077852328440972) | > loss_disc_real_3: 0.22504431009292603 (0.2055520934185811) | > loss_disc_real_4: 0.22129946947097778 (0.19796251212911947) | > loss_disc_real_5: 0.20206806063652039 (0.2041364241657513) | > loss_0: 2.2655022144317627 (2.2198605196816583) | > grad_norm_0: tensor(34.5456, device='cuda:0') (tensor(24.8670, device='cuda:0')) | > loss_gen: 2.779228925704956 (2.744018886770522) | > loss_kl: 1.7237002849578857 (1.7236381460513388) | > loss_feat: 7.6920485496521 (8.157249012163712) | > loss_mel: 12.588618278503418 (13.249278945582253) | > loss_duration: 1.690138816833496 (1.6859200618096761) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.473735809326172 (27.56010503428323) | > grad_norm_1: tensor(765.3325, device='cuda:0') (tensor(545.5192, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8364 (0.8539304775851113) | > loader_time: 0.0103 (0.009841910430363242)  --> TIME: 2025-05-10 04:29:54 -- STEP: 162/725 -- GLOBAL_STEP: 206250 | > loss_disc: 2.3512120246887207 (2.2172756401109117) | > loss_disc_real_0: 0.21276962757110596 (0.13973283367576417) | > loss_disc_real_1: 0.2359529435634613 (0.19362304506846412) | > loss_disc_real_2: 0.19222469627857208 (0.19041668881236776) | > loss_disc_real_3: 0.21725863218307495 (0.20504305907237677) | > loss_disc_real_4: 0.18206852674484253 (0.19798869345291165) | > loss_disc_real_5: 0.2177034467458725 (0.20435839725865257) | > loss_0: 2.3512120246887207 (2.2172756401109117) | > grad_norm_0: tensor(34.2538, device='cuda:0') (tensor(25.1240, device='cuda:0')) | > loss_gen: 2.595977306365967 (2.755792791460767) | > loss_kl: 1.7112418413162231 (1.7281386918491788) | > loss_feat: 6.9611358642578125 (8.244413352306982) | > loss_mel: 11.200860977172852 (13.310519088933498) | > loss_duration: 1.6491855382919312 (1.6864776810010278) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.11840057373047 (27.725341643816158) | > grad_norm_1: tensor(597.8204, device='cuda:0') (tensor(549.6813, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.837 (0.8523547884858683) | > loader_time: 0.0095 (0.00980129506852891)  --> TIME: 2025-05-10 04:30:37 -- STEP: 212/725 -- GLOBAL_STEP: 206300 | > loss_disc: 2.155294418334961 (2.213960870256964) | > loss_disc_real_0: 0.12303069978952408 (0.14002748923200473) | > loss_disc_real_1: 0.19157080352306366 (0.19333771215576045) | > loss_disc_real_2: 0.19505977630615234 (0.18915552139844535) | > loss_disc_real_3: 0.19429105520248413 (0.20516374840770127) | > loss_disc_real_4: 0.17423641681671143 (0.19728970176206448) | > loss_disc_real_5: 0.20362578332424164 (0.2042229177676282) | > loss_0: 2.155294418334961 (2.213960870256964) | > grad_norm_0: tensor(6.2433, device='cuda:0') (tensor(25.2849, device='cuda:0')) | > loss_gen: 2.7111363410949707 (2.7597205368977673) | > loss_kl: 1.6706715822219849 (1.7199445276890162) | > loss_feat: 8.866972923278809 (8.268382686489034) | > loss_mel: 13.722689628601074 (13.353822195305014) | > loss_duration: 1.6853798627853394 (1.6872257314762982) | > amp_scaler: 512.0 (257.20754716981133) | > loss_1: 28.656848907470703 (27.789095653677887) | > grad_norm_1: tensor(98.9434, device='cuda:0') (tensor(542.1391, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8581 (0.8532198836218635) | > loader_time: 0.0097 (0.009795751211778165)  --> TIME: 2025-05-10 04:31:20 -- STEP: 262/725 -- GLOBAL_STEP: 206350 | > loss_disc: 2.2677578926086426 (2.218667373402429) | > loss_disc_real_0: 0.1653973013162613 (0.14167719305926602) | > loss_disc_real_1: 0.21083544194698334 (0.19348188904860547) | > loss_disc_real_2: 0.19357402622699738 (0.1889972838622923) | > loss_disc_real_3: 0.22177191078662872 (0.20539603530223133) | > loss_disc_real_4: 0.23001673817634583 (0.19743006591123483) | > loss_disc_real_5: 0.19590796530246735 (0.20480113055642324) | > loss_0: 2.2677578926086426 (2.218667373402429) | > grad_norm_0: tensor(36.3806, device='cuda:0') (tensor(26.0854, device='cuda:0')) | > loss_gen: 2.6902894973754883 (2.7546646867999596) | > loss_kl: 1.7316207885742188 (1.716618537902832) | > loss_feat: 8.134051322937012 (8.228854263101821) | > loss_mel: 13.15335750579834 (13.299187332619237) | > loss_duration: 1.6676435470581055 (1.6880877313723093) | > amp_scaler: 256.0 (260.885496183206) | > loss_1: 27.376964569091797 (27.687412524041328) | > grad_norm_1: tensor(670.9651, device='cuda:0') (tensor(536.4698, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8817 (0.8520007743180252) | > loader_time: 0.0102 (0.009770531690757686)  --> TIME: 2025-05-10 04:32:04 -- STEP: 312/725 -- GLOBAL_STEP: 206400 | > loss_disc: 2.0989787578582764 (2.2141985786266845) | > loss_disc_real_0: 0.1466819941997528 (0.14049725210628444) | > loss_disc_real_1: 0.19429975748062134 (0.1930781012066664) | > loss_disc_real_2: 0.1690140813589096 (0.18863216749368567) | > loss_disc_real_3: 0.19034871459007263 (0.20528574526692053) | > loss_disc_real_4: 0.1502189338207245 (0.19721877909241575) | > loss_disc_real_5: 0.1658746600151062 (0.20419520588639456) | > loss_0: 2.0989787578582764 (2.2141985786266845) | > grad_norm_0: tensor(33.4226, device='cuda:0') (tensor(25.6728, device='cuda:0')) | > loss_gen: 2.822237491607666 (2.7582263159446208) | > loss_kl: 1.7633416652679443 (1.716344105127531) | > loss_feat: 8.780651092529297 (8.231621751418473) | > loss_mel: 14.733134269714355 (13.28125830797049) | > loss_duration: 1.6859890222549438 (1.6872617781926431) | > amp_scaler: 256.0 (260.1025641025641) | > loss_1: 29.78535270690918 (27.6747121933179) | > grad_norm_1: tensor(664.0049, device='cuda:0') (tensor(544.3949, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8293 (0.8516656152712994) | > loader_time: 0.0119 (0.009770996295488794)  --> TIME: 2025-05-10 04:32:47 -- STEP: 362/725 -- GLOBAL_STEP: 206450 | > loss_disc: 2.2361230850219727 (2.2146618175243176) | > loss_disc_real_0: 0.19087348878383636 (0.1412479358812722) | > loss_disc_real_1: 0.21753443777561188 (0.19295443936112186) | > loss_disc_real_2: 0.21586072444915771 (0.18882951140403748) | > loss_disc_real_3: 0.21514740586280823 (0.20532586297936206) | > loss_disc_real_4: 0.18042510747909546 (0.19727101078184928) | > loss_disc_real_5: 0.18824277818202972 (0.20403997760615955) | > loss_0: 2.2361230850219727 (2.2146618175243176) | > grad_norm_0: tensor(31.6733, device='cuda:0') (tensor(25.9677, device='cuda:0')) | > loss_gen: 2.758042097091675 (2.7582412286357965) | > loss_kl: 1.9016636610031128 (1.718205731218033) | > loss_feat: 8.187677383422852 (8.22504131174877) | > loss_mel: 12.542313575744629 (13.255118986519664) | > loss_duration: 1.6332623958587646 (1.6864792576152323) | > amp_scaler: 256.0 (259.5359116022097) | > loss_1: 27.022958755493164 (27.643086480830913) | > grad_norm_1: tensor(677.6917, device='cuda:0') (tensor(546.6126, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8552 (0.8522320919932581) | > loader_time: 0.0097 (0.009772439029335313)  --> TIME: 2025-05-10 04:33:31 -- STEP: 412/725 -- GLOBAL_STEP: 206500 | > loss_disc: 2.2065060138702393 (2.2126067917323833) | > loss_disc_real_0: 0.12018325924873352 (0.14078807485407405) | > loss_disc_real_1: 0.19016940891742706 (0.19279218805067755) | > loss_disc_real_2: 0.199539452791214 (0.18895511929560632) | > loss_disc_real_3: 0.1744033545255661 (0.20500283019201274) | > loss_disc_real_4: 0.21148404479026794 (0.19712204974397873) | > loss_disc_real_5: 0.1973920613527298 (0.20373528023946633) | > loss_0: 2.2065060138702393 (2.2126067917323833) | > grad_norm_0: tensor(29.5334, device='cuda:0') (tensor(25.8084, device='cuda:0')) | > loss_gen: 2.758897304534912 (2.760641460858501) | > loss_kl: 1.5377815961837769 (1.7241407528664308) | > loss_feat: 8.484050750732422 (8.23081177646673) | > loss_mel: 14.49124526977539 (13.272083442188006) | > loss_duration: 1.697479486465454 (1.6865490706800264) | > amp_scaler: 256.0 (259.10679611650465) | > loss_1: 28.969453811645508 (27.674226473836065) | > grad_norm_1: tensor(248.1794, device='cuda:0') (tensor(547.6012, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8736 (0.8524610782132566) | > loader_time: 0.0097 (0.00974446361504711)  --> TIME: 2025-05-10 04:34:14 -- STEP: 462/725 -- GLOBAL_STEP: 206550 | > loss_disc: 2.23643159866333 (2.2135782520492358) | > loss_disc_real_0: 0.13322657346725464 (0.14076766336248028) | > loss_disc_real_1: 0.21966922283172607 (0.19263245178249497) | > loss_disc_real_2: 0.23202796280384064 (0.18913856293860967) | > loss_disc_real_3: 0.22539271414279938 (0.20512497450882225) | > loss_disc_real_4: 0.17908911406993866 (0.197207170260417) | > loss_disc_real_5: 0.2333804816007614 (0.20420548716535816) | > loss_0: 2.23643159866333 (2.2135782520492358) | > grad_norm_0: tensor(33.8826, device='cuda:0') (tensor(26.1047, device='cuda:0')) | > loss_gen: 2.7969682216644287 (2.7630867230427714) | > loss_kl: 1.572155237197876 (1.7240137893916214) | > loss_feat: 8.617979049682617 (8.253084251890956) | > loss_mel: 13.305191993713379 (13.2952276844999) | > loss_duration: 1.7262060642242432 (1.6862571982594285) | > amp_scaler: 256.0 (258.77056277056255) | > loss_1: 28.01850128173828 (27.721669618185466) | > grad_norm_1: tensor(862.3271, device='cuda:0') (tensor(549.2708, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.79 (0.8517178988559938) | > loader_time: 0.0094 (0.009738177964181602)  --> TIME: 2025-05-10 04:34:57 -- STEP: 512/725 -- GLOBAL_STEP: 206600 | > loss_disc: 2.205902576446533 (2.2139620759990066) | > loss_disc_real_0: 0.11262543499469757 (0.1407999312068568) | > loss_disc_real_1: 0.1729687601327896 (0.1925419699400664) | > loss_disc_real_2: 0.18712790310382843 (0.18902950998744927) | > loss_disc_real_3: 0.20105759799480438 (0.20509053659043278) | > loss_disc_real_4: 0.16643500328063965 (0.19747108881711029) | > loss_disc_real_5: 0.1837279200553894 (0.20382244113716297) | > loss_0: 2.205902576446533 (2.2139620759990066) | > grad_norm_0: tensor(16.5285, device='cuda:0') (tensor(26.2982, device='cuda:0')) | > loss_gen: 2.902247190475464 (2.7643499700352536) | > loss_kl: 1.6753849983215332 (1.7201824241783474) | > loss_feat: 8.483007431030273 (8.247969180345523) | > loss_mel: 14.184565544128418 (13.301241287961604) | > loss_duration: 1.6611095666885376 (1.6870932290330534) | > amp_scaler: 256.0 (258.4999999999998) | > loss_1: 28.906312942504883 (27.720836076885462) | > grad_norm_1: tensor(529.0297, device='cuda:0') (tensor(554.8121, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8411 (0.8510386580601335) | > loader_time: 0.0097 (0.009708193130791179)  --> TIME: 2025-05-10 04:35:40 -- STEP: 562/725 -- GLOBAL_STEP: 206650 | > loss_disc: 2.1096081733703613 (2.2121921440460506) | > loss_disc_real_0: 0.10189946740865707 (0.140870457720608) | > loss_disc_real_1: 0.16581833362579346 (0.19233081203444582) | > loss_disc_real_2: 0.17153330147266388 (0.18896526941413128) | > loss_disc_real_3: 0.21420206129550934 (0.20487010378218212) | > loss_disc_real_4: 0.20743635296821594 (0.19753058533121257) | > loss_disc_real_5: 0.16384528577327728 (0.20339661677537016) | > loss_0: 2.1096081733703613 (2.2121921440460506) | > grad_norm_0: tensor(14.8276, device='cuda:0') (tensor(26.3621, device='cuda:0')) | > loss_gen: 2.784280776977539 (2.7666083735503326) | > loss_kl: 1.9377422332763672 (1.7211463124726594) | > loss_feat: 9.601887702941895 (8.263505809247697) | > loss_mel: 13.552217483520508 (13.327168483326867) | > loss_duration: 1.6405644416809082 (1.6872810861394083) | > amp_scaler: 256.0 (258.2775800711741) | > loss_1: 29.516691207885742 (27.76571003991939) | > grad_norm_1: tensor(498.7306, device='cuda:0') (tensor(557.3890, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.9064 (0.8508237977893327) | > loader_time: 0.011 (0.009695340730117304)  --> TIME: 2025-05-10 04:36:23 -- STEP: 612/725 -- GLOBAL_STEP: 206700 | > loss_disc: 2.250770330429077 (2.2094579148136715) | > loss_disc_real_0: 0.14295423030853271 (0.14044082091719495) | > loss_disc_real_1: 0.21555036306381226 (0.1920594640952701) | > loss_disc_real_2: 0.1811886876821518 (0.18887209054691334) | > loss_disc_real_3: 0.22209548950195312 (0.20473355882697633) | > loss_disc_real_4: 0.21787269413471222 (0.1974865588925632) | > loss_disc_real_5: 0.22755208611488342 (0.203137745825099) | > loss_0: 2.250770330429077 (2.2094579148136715) | > grad_norm_0: tensor(31.6229, device='cuda:0') (tensor(26.3801, device='cuda:0')) | > loss_gen: 2.705246686935425 (2.769150524357564) | > loss_kl: 1.6926027536392212 (1.7253352339361236) | > loss_feat: 7.931241989135742 (8.285522617545771) | > loss_mel: 12.053301811218262 (13.335938865063241) | > loss_duration: 1.6162937879562378 (1.6865482328374406) | > amp_scaler: 256.0 (258.0915032679736) | > loss_1: 25.998685836791992 (27.802495442184764) | > grad_norm_1: tensor(673.5568, device='cuda:0') (tensor(561.5814, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8173 (0.85093380812726) | > loader_time: 0.009 (0.009693495588364943)  --> TIME: 2025-05-10 04:37:07 -- STEP: 662/725 -- GLOBAL_STEP: 206750 | > loss_disc: 2.0607924461364746 (2.209734210434999) | > loss_disc_real_0: 0.15041694045066833 (0.14060249285395415) | > loss_disc_real_1: 0.20645083487033844 (0.1920567262028641) | > loss_disc_real_2: 0.1646401435136795 (0.18887024795991045) | > loss_disc_real_3: 0.16566461324691772 (0.2047043236765977) | > loss_disc_real_4: 0.16640233993530273 (0.19728551719484008) | > loss_disc_real_5: 0.16507084667682648 (0.20308636261707347) | > loss_0: 2.0607924461364746 (2.209734210434999) | > grad_norm_0: tensor(24.7819, device='cuda:0') (tensor(26.4709, device='cuda:0')) | > loss_gen: 2.931044578552246 (2.7689220721628) | > loss_kl: 1.811955451965332 (1.7274458296709558) | > loss_feat: 9.735889434814453 (8.280066640715567) | > loss_mel: 14.071953773498535 (13.320751910483374) | > loss_duration: 1.7068889141082764 (1.6868479770476008) | > amp_scaler: 256.0 (257.93353474320236) | > loss_1: 30.25773048400879 (27.78403442936003) | > grad_norm_1: tensor(717.5549, device='cuda:0') (tensor(561.8997, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.8695 (0.8514441633512608) | > loader_time: 0.0099 (0.009723883741211673)  --> TIME: 2025-05-10 04:37:50 -- STEP: 712/725 -- GLOBAL_STEP: 206800 | > loss_disc: 2.1900486946105957 (2.2098761231042037) | > loss_disc_real_0: 0.09581711888313293 (0.14066611628016737) | > loss_disc_real_1: 0.202979177236557 (0.19197132490742755) | > loss_disc_real_2: 0.19949877262115479 (0.18886950404875055) | > loss_disc_real_3: 0.22055889666080475 (0.20482909943113167) | > loss_disc_real_4: 0.20102928578853607 (0.19729469697713178) | > loss_disc_real_5: 0.18267127871513367 (0.20296613095600283) | > loss_0: 2.1900486946105957 (2.2098761231042037) | > grad_norm_0: tensor(18.9316, device='cuda:0') (tensor(26.5427, device='cuda:0')) | > loss_gen: 2.7513277530670166 (2.768253806936606) | > loss_kl: 1.7495496273040771 (1.7287016035465719) | > loss_feat: 8.703181266784668 (8.28033312050143) | > loss_mel: 13.033856391906738 (13.315550295154706) | > loss_duration: 1.6720167398452759 (1.686603752582261) | > amp_scaler: 256.0 (257.7977528089887) | > loss_1: 27.909931182861328 (27.779442559467288) | > grad_norm_1: tensor(520.6208, device='cuda:0') (tensor(561.8353, device='cuda:0')) | > current_lr_0: 0.00019455028023217577 | > current_lr_1: 0.00019455028023217577 | > step_time: 0.822 (0.8516870887761707) | > loader_time: 0.0094 (0.009789177540982706)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2736082077026367 (2.2736082077026367) | > loss_disc_real_0: 0.1288767158985138 (0.1288767158985138) | > loss_disc_real_1: 0.14809942245483398 (0.14809942245483398) | > loss_disc_real_2: 0.25197845697402954 (0.25197845697402954) | > loss_disc_real_3: 0.21166086196899414 (0.21166086196899414) | > loss_disc_real_4: 0.2644292116165161 (0.2644292116165161) | > loss_disc_real_5: 0.259959876537323 (0.259959876537323) | > loss_0: 2.2736082077026367 (2.2736082077026367) | > loss_gen: 2.7817890644073486 (2.7817890644073486) | > loss_kl: 2.1243937015533447 (2.1243937015533447) | > loss_feat: 8.767227172851562 (8.767227172851562) | > loss_mel: 14.84293270111084 (14.84293270111084) | > loss_duration: 1.6937588453292847 (1.6937588453292847) | > loss_1: 30.210102081298828 (30.210102081298828)  --> STEP: 1 | > loss_disc: 2.313459873199463 (2.313459873199463) | > loss_disc_real_0: 0.1389666497707367 (0.1389666497707367) | > loss_disc_real_1: 0.15376123785972595 (0.15376123785972595) | > loss_disc_real_2: 0.25742727518081665 (0.25742727518081665) | > loss_disc_real_3: 0.18890592455863953 (0.18890592455863953) | > loss_disc_real_4: 0.238752543926239 (0.238752543926239) | > loss_disc_real_5: 0.21686194837093353 (0.21686194837093353) | > loss_0: 2.313459873199463 (2.313459873199463) | > loss_gen: 2.4473671913146973 (2.4473671913146973) | > loss_kl: 2.199777126312256 (2.199777126312256) | > loss_feat: 7.3781867027282715 (7.3781867027282715) | > loss_mel: 12.832588195800781 (12.832588195800781) | > loss_duration: 1.7965909242630005 (1.7965909242630005) | > loss_1: 26.654510498046875 (26.654510498046875)  --> STEP: 2 | > loss_disc: 2.336101531982422 (2.3247807025909424) | > loss_disc_real_0: 0.14928315579891205 (0.14412490278482437) | > loss_disc_real_1: 0.14796379208564758 (0.15086251497268677) | > loss_disc_real_2: 0.253328412771225 (0.2553778439760208) | > loss_disc_real_3: 0.21407778561115265 (0.2014918550848961) | > loss_disc_real_4: 0.25133687257766724 (0.24504470825195312) | > loss_disc_real_5: 0.22321265935897827 (0.2200373038649559) | > loss_0: 2.336101531982422 (2.3247807025909424) | > loss_gen: 2.617060422897339 (2.532213807106018) | > loss_kl: 1.9539756774902344 (2.076876401901245) | > loss_feat: 7.650599479675293 (7.514393091201782) | > loss_mel: 13.508678436279297 (13.170633316040039) | > loss_duration: 1.8415940999984741 (1.8190925121307373) | > loss_1: 27.571908950805664 (27.11320972442627)  --> STEP: 3 | > loss_disc: 2.372964382171631 (2.3408419291178384) | > loss_disc_real_0: 0.14782249927520752 (0.14535743494828543) | > loss_disc_real_1: 0.16963566839694977 (0.15712023278077444) | > loss_disc_real_2: 0.25723034143447876 (0.25599534312884015) | > loss_disc_real_3: 0.20183108747005463 (0.2016049325466156) | > loss_disc_real_4: 0.226323664188385 (0.23880436023076376) | > loss_disc_real_5: 0.23446108400821686 (0.22484523057937622) | > loss_0: 2.372964382171631 (2.3408419291178384) | > loss_gen: 2.4963631629943848 (2.52026359240214) | > loss_kl: 2.023963451385498 (2.0592387517293296) | > loss_feat: 7.3376030921936035 (7.45546309153239) | > loss_mel: 12.404637336730957 (12.915301322937012) | > loss_duration: 1.80862295627594 (1.8156026601791382) | > loss_1: 26.071189880371094 (26.76586977640788)  --> STEP: 4 | > loss_disc: 2.4400291442871094 (2.3656387329101562) | > loss_disc_real_0: 0.14326733350753784 (0.14483490958809853) | > loss_disc_real_1: 0.17121939361095428 (0.1606450229883194) | > loss_disc_real_2: 0.23551824688911438 (0.2508760690689087) | > loss_disc_real_3: 0.21290652453899384 (0.20443033054471016) | > loss_disc_real_4: 0.25545385479927063 (0.24296673387289047) | > loss_disc_real_5: 0.25771450996398926 (0.23306255042552948) | > loss_0: 2.4400291442871094 (2.3656387329101562) | > loss_gen: 2.370161771774292 (2.4827381372451782) | > loss_kl: 2.2922186851501465 (2.1174837350845337) | > loss_feat: 6.6512861251831055 (7.254418849945068) | > loss_mel: 11.326478958129883 (12.51809573173523) | > loss_duration: 1.7713520526885986 (1.8045400083065033) | > loss_1: 24.411497116088867 (26.177276611328125) --> EVAL PERFORMANCE | > avg_loader_time: 0.2821224331855774 (+0.0036289095878601074) | > avg_loss_disc: 2.3656387329101562 (+0.12846386432647705) | > avg_loss_disc_real_0: 0.14483490958809853 (+0.01633637212216854) | > avg_loss_disc_real_1: 0.1606450229883194 (-0.04069579765200615) | > avg_loss_disc_real_2: 0.2508760690689087 (+0.08883616700768471) | > avg_loss_disc_real_3: 0.20443033054471016 (+0.028797902166843414) | > avg_loss_disc_real_4: 0.24296673387289047 (+0.031578950583934784) | > avg_loss_disc_real_5: 0.23306255042552948 (+0.023530732840299606) | > avg_loss_0: 2.3656387329101562 (+0.12846386432647705) | > avg_loss_gen: 2.4827381372451782 (-0.10799449682235718) | > avg_loss_kl: 2.1174837350845337 (+0.12532714009284973) | > avg_loss_feat: 7.254418849945068 (-1.2673771381378174) | > avg_loss_mel: 12.51809573173523 (-1.9121661186218262) | > avg_loss_duration: 1.8045400083065033 (+0.011317610740661621) | > avg_loss_1: 26.177276611328125 (-3.1508936882019043)  > EPOCH: 222/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 04:38:07)   --> TIME: 2025-05-10 04:38:41 -- STEP: 37/725 -- GLOBAL_STEP: 206850 | > loss_disc: 2.270106315612793 (2.217535225120751) | > loss_disc_real_0: 0.15398897230625153 (0.14251046768716863) | > loss_disc_real_1: 0.20216010510921478 (0.19315052274111155) | > loss_disc_real_2: 0.18303823471069336 (0.18662246135441032) | > loss_disc_real_3: 0.20171920955181122 (0.20624247918257843) | > loss_disc_real_4: 0.18525326251983643 (0.19971471622183518) | > loss_disc_real_5: 0.18992143869400024 (0.20495867648640195) | > loss_0: 2.270106315612793 (2.217535225120751) | > grad_norm_0: tensor(36.0320, device='cuda:0') (tensor(27.8148, device='cuda:0')) | > loss_gen: 2.6875901222229004 (2.7567929512745626) | > loss_kl: 1.7766414880752563 (1.749662486282555) | > loss_feat: 7.548883438110352 (8.192687189256821) | > loss_mel: 13.086007118225098 (13.257436004844871) | > loss_duration: 1.6946325302124023 (1.6862885855339669) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.79375457763672 (27.642867010992926) | > grad_norm_1: tensor(430.4031, device='cuda:0') (tensor(615.6810, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.849 (0.8539226184020171) | > loader_time: 0.0131 (0.010032267183870883)  --> TIME: 2025-05-10 04:39:25 -- STEP: 87/725 -- GLOBAL_STEP: 206900 | > loss_disc: 2.0949134826660156 (2.2010023991266885) | > loss_disc_real_0: 0.12824459373950958 (0.14040519468400667) | > loss_disc_real_1: 0.16847923398017883 (0.19307793848130894) | > loss_disc_real_2: 0.17212839424610138 (0.1869212681877202) | > loss_disc_real_3: 0.18146881461143494 (0.20379032708447556) | > loss_disc_real_4: 0.18341150879859924 (0.1972185750117247) | > loss_disc_real_5: 0.19808971881866455 (0.20413443891481423) | > loss_0: 2.0949134826660156 (2.2010023991266885) | > grad_norm_0: tensor(31.8588, device='cuda:0') (tensor(26.3916, device='cuda:0')) | > loss_gen: 2.9322025775909424 (2.777287379078481) | > loss_kl: 1.6958413124084473 (1.7367481322124088) | > loss_feat: 9.780733108520508 (8.310129494502627) | > loss_mel: 14.763582229614258 (13.351507143042554) | > loss_duration: 1.6680724620819092 (1.6870655369484562) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.840431213378906 (27.8627376337161) | > grad_norm_1: tensor(787.0493, device='cuda:0') (tensor(598.1937, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8241 (0.853114766636114) | > loader_time: 0.0102 (0.009775786564267913)  --> TIME: 2025-05-10 04:40:08 -- STEP: 137/725 -- GLOBAL_STEP: 206950 | > loss_disc: 2.0369393825531006 (2.1931392493909287) | > loss_disc_real_0: 0.09383264183998108 (0.13913383525218406) | > loss_disc_real_1: 0.18942990899085999 (0.191264850597312) | > loss_disc_real_2: 0.15179277956485748 (0.18630726069864564) | > loss_disc_real_3: 0.1671871691942215 (0.20310239646121533) | > loss_disc_real_4: 0.17202939093112946 (0.1972876522880401) | > loss_disc_real_5: 0.18346798419952393 (0.20270130984539533) | > loss_0: 2.0369393825531006 (2.1931392493909287) | > grad_norm_0: tensor(19.6413, device='cuda:0') (tensor(26.5416, device='cuda:0')) | > loss_gen: 2.8530032634735107 (2.783806026416973) | > loss_kl: 1.8115267753601074 (1.7371864075208232) | > loss_feat: 8.763319969177246 (8.34400721362037) | > loss_mel: 13.269057273864746 (13.285085218666243) | > loss_duration: 1.661757469177246 (1.6876870994150204) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.358661651611328 (27.837771854261412) | > grad_norm_1: tensor(749.8723, device='cuda:0') (tensor(592.2825, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8185 (0.8520747588498749) | > loader_time: 0.0089 (0.009664401520777792)  --> TIME: 2025-05-10 04:40:51 -- STEP: 187/725 -- GLOBAL_STEP: 207000 | > loss_disc: 2.1860711574554443 (2.204893077121062) | > loss_disc_real_0: 0.07397778332233429 (0.1413883112649867) | > loss_disc_real_1: 0.1986127346754074 (0.19238873399833936) | > loss_disc_real_2: 0.17679497599601746 (0.18756826715992098) | > loss_disc_real_3: 0.22537966072559357 (0.20409836098153328) | > loss_disc_real_4: 0.1911638230085373 (0.19764592016444488) | > loss_disc_real_5: 0.19349049031734467 (0.202698124443146) | > loss_0: 2.1860711574554443 (2.204893077121062) | > grad_norm_0: tensor(18.2528, device='cuda:0') (tensor(26.7533, device='cuda:0')) | > loss_gen: 2.7567646503448486 (2.7797608681541064) | > loss_kl: 1.8042014837265015 (1.7375273781026748) | > loss_feat: 9.136322975158691 (8.29552813137278) | > loss_mel: 15.271817207336426 (13.260419218297947) | > loss_duration: 1.6987066268920898 (1.6888485719813382) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.66781234741211 (27.762084073561397) | > grad_norm_1: tensor(563.1698, device='cuda:0') (tensor(585.7824, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.857 (0.8508080110192936) | > loader_time: 0.0106 (0.009714746220226588) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_207000.pth  --> TIME: 2025-05-10 04:41:37 -- STEP: 237/725 -- GLOBAL_STEP: 207050 | > loss_disc: 2.12467360496521 (2.2055942353317004) | > loss_disc_real_0: 0.12921330332756042 (0.14111522063298565) | > loss_disc_real_1: 0.2042902112007141 (0.19280096706207286) | > loss_disc_real_2: 0.213521346449852 (0.18789458645798485) | > loss_disc_real_3: 0.1898057907819748 (0.2038310940381344) | > loss_disc_real_4: 0.17727887630462646 (0.19803012423374483) | > loss_disc_real_5: 0.1949721872806549 (0.20349795996891296) | > loss_0: 2.12467360496521 (2.2055942353317004) | > grad_norm_0: tensor(28.3865, device='cuda:0') (tensor(26.4258, device='cuda:0')) | > loss_gen: 2.8625638484954834 (2.775370693407983) | > loss_kl: 1.6118217706680298 (1.7453781803951989) | > loss_feat: 9.098440170288086 (8.286910024876327) | > loss_mel: 13.947011947631836 (13.253700216108234) | > loss_duration: 1.659494161605835 (1.6885207881404378) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.179332733154297 (27.7498798531319) | > grad_norm_1: tensor(743.1700, device='cuda:0') (tensor(570.6367, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8172 (0.8513358152365382) | > loader_time: 0.0091 (0.009765194438177827)  --> TIME: 2025-05-10 04:42:20 -- STEP: 287/725 -- GLOBAL_STEP: 207100 | > loss_disc: 2.2198922634124756 (2.2057729652119016) | > loss_disc_real_0: 0.10658477991819382 (0.14042904417481564) | > loss_disc_real_1: 0.17972569167613983 (0.1923174088632603) | > loss_disc_real_2: 0.20353394746780396 (0.18807692721953373) | > loss_disc_real_3: 0.2339296042919159 (0.20461785492165996) | > loss_disc_real_4: 0.19560818374156952 (0.19786628520031843) | > loss_disc_real_5: 0.1848299652338028 (0.20355589776088967) | > loss_0: 2.2198922634124756 (2.2057729652119016) | > grad_norm_0: tensor(19.4532, device='cuda:0') (tensor(26.1812, device='cuda:0')) | > loss_gen: 2.6718175411224365 (2.7687744487868775) | > loss_kl: 1.8436088562011719 (1.7475503546020292) | > loss_feat: 8.468661308288574 (8.26824197868852) | > loss_mel: 13.64203929901123 (13.255786812679275) | > loss_duration: 1.7113202810287476 (1.6884044761857087) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.337448120117188 (27.728758031067528) | > grad_norm_1: tensor(637.0607, device='cuda:0') (tensor(576.3554, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8158 (0.8496061260276554) | > loader_time: 0.0095 (0.009756934767400761)  --> TIME: 2025-05-10 04:43:04 -- STEP: 337/725 -- GLOBAL_STEP: 207150 | > loss_disc: 2.2308549880981445 (2.210376678305494) | > loss_disc_real_0: 0.11021219938993454 (0.1408209676028005) | > loss_disc_real_1: 0.1780691146850586 (0.19268775348847264) | > loss_disc_real_2: 0.18865159153938293 (0.18866515756537725) | > loss_disc_real_3: 0.2396063208580017 (0.2047374997100066) | > loss_disc_real_4: 0.22173568606376648 (0.19791210352136399) | > loss_disc_real_5: 0.19115737080574036 (0.20418464995986985) | > loss_0: 2.2308549880981445 (2.210376678305494) | > grad_norm_0: tensor(27.7239, device='cuda:0') (tensor(26.0597, device='cuda:0')) | > loss_gen: 2.72188663482666 (2.7622627674295184) | > loss_kl: 1.7993115186691284 (1.7424075861712942) | > loss_feat: 8.272214889526367 (8.226207837860377) | > loss_mel: 13.832754135131836 (13.197933423413009) | > loss_duration: 1.6572556495666504 (1.687615963047265) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.283422470092773 (27.61642755457484) | > grad_norm_1: tensor(562.6121, device='cuda:0') (tensor(572.3875, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.889 (0.8500679586336943) | > loader_time: 0.0097 (0.009746071139146032)  --> TIME: 2025-05-10 04:43:47 -- STEP: 387/725 -- GLOBAL_STEP: 207200 | > loss_disc: 2.2085511684417725 (2.212397361294553) | > loss_disc_real_0: 0.09985879808664322 (0.1410662082700151) | > loss_disc_real_1: 0.19169405102729797 (0.19269996126800845) | > loss_disc_real_2: 0.17393174767494202 (0.1888616573671962) | > loss_disc_real_3: 0.24754638969898224 (0.20507755552151408) | > loss_disc_real_4: 0.22810009121894836 (0.19804511494568763) | > loss_disc_real_5: 0.21055977046489716 (0.20444251157978707) | > loss_0: 2.2085511684417725 (2.212397361294553) | > grad_norm_0: tensor(32.7731, device='cuda:0') (tensor(26.0415, device='cuda:0')) | > loss_gen: 2.7172691822052 (2.7610638659129743) | > loss_kl: 1.7092573642730713 (1.7403528095831855) | > loss_feat: 8.072914123535156 (8.231769477982235) | > loss_mel: 13.235106468200684 (13.207566325362642) | > loss_duration: 1.7803118228912354 (1.68788890937194) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.51485824584961 (27.628641365110408) | > grad_norm_1: tensor(705.8831, device='cuda:0') (tensor(568.3887, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8739 (0.8503071485563765) | > loader_time: 0.0106 (0.00973204124805539)  --> TIME: 2025-05-10 04:44:30 -- STEP: 437/725 -- GLOBAL_STEP: 207250 | > loss_disc: 2.086122512817383 (2.2132618020819317) | > loss_disc_real_0: 0.09004691243171692 (0.14103127576120938) | > loss_disc_real_1: 0.19999822974205017 (0.19273749863392148) | > loss_disc_real_2: 0.19176806509494781 (0.18918147052316425) | > loss_disc_real_3: 0.21900102496147156 (0.20515835043085523) | > loss_disc_real_4: 0.19960474967956543 (0.19786051260115622) | > loss_disc_real_5: 0.18014243245124817 (0.20482627842873677) | > loss_0: 2.086122512817383 (2.2132618020819317) | > grad_norm_0: tensor(18.7277, device='cuda:0') (tensor(26.2330, device='cuda:0')) | > loss_gen: 2.8993985652923584 (2.7606830122268966) | > loss_kl: 1.6044278144836426 (1.7357821251762264) | > loss_feat: 9.57690715789795 (8.223545589490667) | > loss_mel: 14.703961372375488 (13.204612118701363) | > loss_duration: 1.6462407112121582 (1.687599780630465) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.43093490600586 (27.61222260167451) | > grad_norm_1: tensor(649.2413, device='cuda:0') (tensor(565.0486, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8894 (0.8498329341547984) | > loader_time: 0.0119 (0.0097828151432273)  --> TIME: 2025-05-10 04:45:13 -- STEP: 487/725 -- GLOBAL_STEP: 207300 | > loss_disc: 2.1382956504821777 (2.212941212086218) | > loss_disc_real_0: 0.12336327135562897 (0.14132359899289804) | > loss_disc_real_1: 0.20592719316482544 (0.19270847015679488) | > loss_disc_real_2: 0.16643738746643066 (0.18924528852992478) | > loss_disc_real_3: 0.1899358630180359 (0.20487619936466217) | > loss_disc_real_4: 0.17733338475227356 (0.19784041419166312) | > loss_disc_real_5: 0.20655296742916107 (0.20458814985208687) | > loss_0: 2.1382956504821777 (2.212941212086218) | > grad_norm_0: tensor(22.4177, device='cuda:0') (tensor(26.3569, device='cuda:0')) | > loss_gen: 2.7636845111846924 (2.7614202376998156) | > loss_kl: 1.5498828887939453 (1.732315291859041) | > loss_feat: 8.510764122009277 (8.235571210144473) | > loss_mel: 13.842644691467285 (13.234598112791712) | > loss_duration: 1.6799101829528809 (1.6880432112750574) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.346887588500977 (27.651948063280546) | > grad_norm_1: tensor(336.9800, device='cuda:0') (tensor(560.1405, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8263 (0.8498059151353776) | > loader_time: 0.0093 (0.009801284488466483)  --> TIME: 2025-05-10 04:45:56 -- STEP: 537/725 -- GLOBAL_STEP: 207350 | > loss_disc: 2.042482852935791 (2.211375858308662) | > loss_disc_real_0: 0.11647526919841766 (0.14096375495139893) | > loss_disc_real_1: 0.19309037923812866 (0.1925362734266277) | > loss_disc_real_2: 0.19022595882415771 (0.18917693514064707) | > loss_disc_real_3: 0.24409201741218567 (0.2048379617918359) | > loss_disc_real_4: 0.19272901117801666 (0.19755588901997498) | > loss_disc_real_5: 0.19666272401809692 (0.20457796369517983) | > loss_0: 2.042482852935791 (2.211375858308662) | > grad_norm_0: tensor(23.5227, device='cuda:0') (tensor(26.1870, device='cuda:0')) | > loss_gen: 3.1360883712768555 (2.762010738614327) | > loss_kl: 1.6180109977722168 (1.7319349712055712) | > loss_feat: 10.188058853149414 (8.235943970067535) | > loss_mel: 15.276759147644043 (13.240129515223437) | > loss_duration: 1.7168234586715698 (1.6886946671057899) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.935741424560547 (27.658713839795556) | > grad_norm_1: tensor(903.6404, device='cuda:0') (tensor(562.6196, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.85 (0.8495524031711911) | > loader_time: 0.0091 (0.009810776239888849)  --> TIME: 2025-05-10 04:46:39 -- STEP: 587/725 -- GLOBAL_STEP: 207400 | > loss_disc: 2.25183367729187 (2.211907879660442) | > loss_disc_real_0: 0.19357112050056458 (0.14117954544456487) | > loss_disc_real_1: 0.21128542721271515 (0.1923899477192246) | > loss_disc_real_2: 0.20745232701301575 (0.1891620185803717) | > loss_disc_real_3: 0.1989607959985733 (0.20484797560072024) | > loss_disc_real_4: 0.19279199838638306 (0.1976303635403082) | > loss_disc_real_5: 0.1851910948753357 (0.20473630688259525) | > loss_0: 2.25183367729187 (2.211907879660442) | > grad_norm_0: tensor(28.9029, device='cuda:0') (tensor(26.3972, device='cuda:0')) | > loss_gen: 2.7786149978637695 (2.7628825754688773) | > loss_kl: 1.6651477813720703 (1.733347947593442) | > loss_feat: 7.86831521987915 (8.24483691691539) | > loss_mel: 12.976871490478516 (13.237936757492243) | > loss_duration: 1.6785959005355835 (1.6883260371128577) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.967544555664062 (27.667330204120482) | > grad_norm_1: tensor(682.6306, device='cuda:0') (tensor(561.2553, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8537 (0.8494427626543193) | > loader_time: 0.0095 (0.00980952976103332)  --> TIME: 2025-05-10 04:47:23 -- STEP: 637/725 -- GLOBAL_STEP: 207450 | > loss_disc: 2.272883415222168 (2.213060777078803) | > loss_disc_real_0: 0.15016937255859375 (0.14107550709878255) | > loss_disc_real_1: 0.20556555688381195 (0.19272479349440258) | > loss_disc_real_2: 0.18543967604637146 (0.18924210698956417) | > loss_disc_real_3: 0.18762828409671783 (0.20500924376247442) | > loss_disc_real_4: 0.1990371197462082 (0.1976438894095938) | > loss_disc_real_5: 0.2310352772474289 (0.20484253286941112) | > loss_0: 2.272883415222168 (2.213060777078803) | > grad_norm_0: tensor(36.7772, device='cuda:0') (tensor(26.1494, device='cuda:0')) | > loss_gen: 2.707765579223633 (2.7596673093373574) | > loss_kl: 1.7631508111953735 (1.7342104138908805) | > loss_feat: 8.739128112792969 (8.226259940460288) | > loss_mel: 13.137327194213867 (13.226506679361242) | > loss_duration: 1.6630308628082275 (1.6880831140176835) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.01040267944336 (27.63472743311332) | > grad_norm_1: tensor(408.6581, device='cuda:0') (tensor(556.4894, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8556 (0.8497600682676308) | > loader_time: 0.0094 (0.009801996746093168)  --> TIME: 2025-05-10 04:48:06 -- STEP: 687/725 -- GLOBAL_STEP: 207500 | > loss_disc: 2.1898791790008545 (2.2124502965977064) | > loss_disc_real_0: 0.16664834320545197 (0.14109180314572095) | > loss_disc_real_1: 0.18854044377803802 (0.19274576236066857) | > loss_disc_real_2: 0.17021508514881134 (0.1891214359969206) | > loss_disc_real_3: 0.20624086260795593 (0.20505584503105115) | > loss_disc_real_4: 0.18829867243766785 (0.19754303412666496) | > loss_disc_real_5: 0.17780056595802307 (0.20465952014819008) | > loss_0: 2.1898791790008545 (2.2124502965977064) | > grad_norm_0: tensor(31.6219, device='cuda:0') (tensor(26.0538, device='cuda:0')) | > loss_gen: 2.9827747344970703 (2.7620122234894207) | > loss_kl: 1.6316357851028442 (1.7339924556546162) | > loss_feat: 9.022139549255371 (8.240306151138807) | > loss_mel: 13.791691780090332 (13.244968282430277) | > loss_duration: 1.6968291997909546 (1.6878583930985889) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.125070571899414 (27.669137488286044) | > grad_norm_1: tensor(765.7272, device='cuda:0') (tensor(557.2154, device='cuda:0')) | > current_lr_0: 0.00019452596144714675 | > current_lr_1: 0.00019452596144714675 | > step_time: 0.8669 (0.8496686072675771) | > loader_time: 0.0122 (0.009807043894583133)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.412900447845459 (2.412900447845459) | > loss_disc_real_0: 0.15987272560596466 (0.15987272560596466) | > loss_disc_real_1: 0.21768544614315033 (0.21768544614315033) | > loss_disc_real_2: 0.2135946899652481 (0.2135946899652481) | > loss_disc_real_3: 0.2192646712064743 (0.2192646712064743) | > loss_disc_real_4: 0.23587974905967712 (0.23587974905967712) | > loss_disc_real_5: 0.2776721715927124 (0.2776721715927124) | > loss_0: 2.412900447845459 (2.412900447845459) | > loss_gen: 2.5359272956848145 (2.5359272956848145) | > loss_kl: 1.9410983324050903 (1.9410983324050903) | > loss_feat: 6.671298980712891 (6.671298980712891) | > loss_mel: 12.620356559753418 (12.620356559753418) | > loss_duration: 1.6905041933059692 (1.6905041933059692) | > loss_1: 25.459184646606445 (25.459184646606445)  --> STEP: 1 | > loss_disc: 2.244954824447632 (2.244954824447632) | > loss_disc_real_0: 0.137199267745018 (0.137199267745018) | > loss_disc_real_1: 0.20233218371868134 (0.20233218371868134) | > loss_disc_real_2: 0.19110894203186035 (0.19110894203186035) | > loss_disc_real_3: 0.1856810599565506 (0.1856810599565506) | > loss_disc_real_4: 0.22547978162765503 (0.22547978162765503) | > loss_disc_real_5: 0.23234644532203674 (0.23234644532203674) | > loss_0: 2.244954824447632 (2.244954824447632) | > loss_gen: 2.639735698699951 (2.639735698699951) | > loss_kl: 2.0615878105163574 (2.0615878105163574) | > loss_feat: 8.635549545288086 (8.635549545288086) | > loss_mel: 14.597321510314941 (14.597321510314941) | > loss_duration: 1.7968945503234863 (1.7968945503234863) | > loss_1: 29.731090545654297 (29.731090545654297)  --> STEP: 2 | > loss_disc: 2.296647548675537 (2.2708011865615845) | > loss_disc_real_0: 0.12588198482990265 (0.13154062628746033) | > loss_disc_real_1: 0.2095576971769333 (0.2059449404478073) | > loss_disc_real_2: 0.1913767158985138 (0.19124282896518707) | > loss_disc_real_3: 0.21241438388824463 (0.1990477219223976) | > loss_disc_real_4: 0.2505745589733124 (0.2380271703004837) | > loss_disc_real_5: 0.26223140954971313 (0.24728892743587494) | > loss_0: 2.296647548675537 (2.2708011865615845) | > loss_gen: 2.6357035636901855 (2.6377196311950684) | > loss_kl: 1.8390185832977295 (1.9503031969070435) | > loss_feat: 7.324402809143066 (7.979976177215576) | > loss_mel: 13.521883010864258 (14.0596022605896) | > loss_duration: 1.8360579013824463 (1.8164762258529663) | > loss_1: 27.157066345214844 (28.44407844543457)  --> STEP: 3 | > loss_disc: 2.351898670196533 (2.2978336811065674) | > loss_disc_real_0: 0.16035720705986023 (0.14114615321159363) | > loss_disc_real_1: 0.21216002106666565 (0.20801663398742676) | > loss_disc_real_2: 0.21642214059829712 (0.1996359328428904) | > loss_disc_real_3: 0.2161983847618103 (0.20476460953553519) | > loss_disc_real_4: 0.26233339309692383 (0.24612924456596375) | > loss_disc_real_5: 0.24385705590248108 (0.246144970258077) | > loss_0: 2.351898670196533 (2.2978336811065674) | > loss_gen: 2.6627960205078125 (2.64607842763265) | > loss_kl: 1.937321662902832 (1.9459760189056396) | > loss_feat: 7.485555648803711 (7.815169334411621) | > loss_mel: 12.945393562316895 (13.688199361165365) | > loss_duration: 1.7937124967575073 (1.80888831615448) | > loss_1: 26.824779510498047 (27.904312133789062)  --> STEP: 4 | > loss_disc: 2.4362080097198486 (2.3324272632598877) | > loss_disc_real_0: 0.14117597043514252 (0.14115360751748085) | > loss_disc_real_1: 0.20536422729492188 (0.20735353231430054) | > loss_disc_real_2: 0.1989477425813675 (0.1994638852775097) | > loss_disc_real_3: 0.21817146241664886 (0.2081163227558136) | > loss_disc_real_4: 0.2640981674194336 (0.2506214752793312) | > loss_disc_real_5: 0.28188392519950867 (0.2550797089934349) | > loss_0: 2.4362080097198486 (2.3324272632598877) | > loss_gen: 2.4736952781677246 (2.6029826402664185) | > loss_kl: 1.8631280660629272 (1.9252640306949615) | > loss_feat: 7.056236743927002 (7.625436186790466) | > loss_mel: 12.436279296875 (13.375219345092773) | > loss_duration: 1.7518224716186523 (1.794621855020523) | > loss_1: 25.581161499023438 (27.323524475097656) --> EVAL PERFORMANCE | > avg_loader_time: 0.27754920721054077 (-0.004573225975036621) | > avg_loss_disc: 2.3324272632598877 (-0.033211469650268555) | > avg_loss_disc_real_0: 0.14115360751748085 (-0.0036813020706176758) | > avg_loss_disc_real_1: 0.20735353231430054 (+0.04670850932598114) | > avg_loss_disc_real_2: 0.1994638852775097 (-0.051412183791399) | > avg_loss_disc_real_3: 0.2081163227558136 (+0.0036859922111034393) | > avg_loss_disc_real_4: 0.2506214752793312 (+0.007654741406440735) | > avg_loss_disc_real_5: 0.2550797089934349 (+0.022017158567905426) | > avg_loss_0: 2.3324272632598877 (-0.033211469650268555) | > avg_loss_gen: 2.6029826402664185 (+0.12024450302124023) | > avg_loss_kl: 1.9252640306949615 (-0.19221970438957214) | > avg_loss_feat: 7.625436186790466 (+0.37101733684539795) | > avg_loss_mel: 13.375219345092773 (+0.857123613357544) | > avg_loss_duration: 1.794621855020523 (-0.009918153285980225) | > avg_loss_1: 27.323524475097656 (+1.1462478637695312)  > EPOCH: 223/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 04:48:45)   --> TIME: 2025-05-10 04:48:57 -- STEP: 12/725 -- GLOBAL_STEP: 207550 | > loss_disc: 2.107940912246704 (2.1842048366864524) | > loss_disc_real_0: 0.10583462566137314 (0.1323560792952776) | > loss_disc_real_1: 0.20004324615001678 (0.1913300690551599) | > loss_disc_real_2: 0.17480367422103882 (0.188517597814401) | > loss_disc_real_3: 0.18044140934944153 (0.20507458100716272) | > loss_disc_real_4: 0.15285292267799377 (0.1925789639353752) | > loss_disc_real_5: 0.17774738371372223 (0.21307328840096793) | > loss_0: 2.107940912246704 (2.1842048366864524) | > grad_norm_0: tensor(21.5611, device='cuda:0') (tensor(22.6740, device='cuda:0')) | > loss_gen: 2.8721024990081787 (2.816026449203491) | > loss_kl: 1.822967767715454 (1.715903103351593) | > loss_feat: 8.858016014099121 (8.44916296005249) | > loss_mel: 14.627951622009277 (13.702696164449057) | > loss_duration: 1.7157549858093262 (1.687390665213267) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.896793365478516 (28.37117878595988) | > grad_norm_1: tensor(600.0029, device='cuda:0') (tensor(584.1191, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8344 (0.8374892870585123) | > loader_time: 0.0111 (0.010239044825236002)  --> TIME: 2025-05-10 04:49:41 -- STEP: 62/725 -- GLOBAL_STEP: 207600 | > loss_disc: 2.253124237060547 (2.2032268951016087) | > loss_disc_real_0: 0.13240839540958405 (0.13816797432880248) | > loss_disc_real_1: 0.168227419257164 (0.19141564301906094) | > loss_disc_real_2: 0.19868355989456177 (0.18836268422103697) | > loss_disc_real_3: 0.201427161693573 (0.20566825352368817) | > loss_disc_real_4: 0.2026866227388382 (0.1962669261040226) | > loss_disc_real_5: 0.1826721578836441 (0.20555882708680245) | > loss_0: 2.253124237060547 (2.2032268951016087) | > grad_norm_0: tensor(23.0609, device='cuda:0') (tensor(26.4790, device='cuda:0')) | > loss_gen: 2.641549587249756 (2.7815258887506307) | > loss_kl: 1.519923210144043 (1.7110801512195217) | > loss_feat: 8.432198524475098 (8.40494827301272) | > loss_mel: 12.869601249694824 (13.331023108574652) | > loss_duration: 1.7242562770843506 (1.6824427285502035) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.187530517578125 (27.911020032821163) | > grad_norm_1: tensor(563.1075, device='cuda:0') (tensor(564.3976, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8449 (0.8503005196971278) | > loader_time: 0.0095 (0.010178446769714354)  --> TIME: 2025-05-10 04:50:24 -- STEP: 112/725 -- GLOBAL_STEP: 207650 | > loss_disc: 2.265563488006592 (2.20088003575802) | > loss_disc_real_0: 0.13193437457084656 (0.13837277749553317) | > loss_disc_real_1: 0.2156687080860138 (0.1924743366294674) | > loss_disc_real_2: 0.21276593208312988 (0.1881391342197145) | > loss_disc_real_3: 0.18311470746994019 (0.20503835286945105) | > loss_disc_real_4: 0.19169199466705322 (0.19698659676526278) | > loss_disc_real_5: 0.19314144551753998 (0.20496511964925698) | > loss_0: 2.265563488006592 (2.20088003575802) | > grad_norm_0: tensor(18.9069, device='cuda:0') (tensor(26.3280, device='cuda:0')) | > loss_gen: 2.6920294761657715 (2.787391198532923) | > loss_kl: 1.6362128257751465 (1.7099546300513404) | > loss_feat: 7.541041851043701 (8.397648057767327) | > loss_mel: 12.83792495727539 (13.412886840956551) | > loss_duration: 1.6922811269760132 (1.6875328059707366) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.399490356445312 (27.995413626943314) | > grad_norm_1: tensor(635.5671, device='cuda:0') (tensor(547.6488, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8177 (0.8522726403815406) | > loader_time: 0.0101 (0.010114735790661399)  --> TIME: 2025-05-10 04:51:07 -- STEP: 162/725 -- GLOBAL_STEP: 207700 | > loss_disc: 2.333831310272217 (2.203500294391022) | > loss_disc_real_0: 0.16497886180877686 (0.13943802068630862) | > loss_disc_real_1: 0.19897042214870453 (0.1921426686055867) | > loss_disc_real_2: 0.21493053436279297 (0.18863532186290355) | > loss_disc_real_3: 0.21101686358451843 (0.20503909269600729) | > loss_disc_real_4: 0.21295537054538727 (0.1975998202407802) | > loss_disc_real_5: 0.20324772596359253 (0.20464060602732648) | > loss_0: 2.333831310272217 (2.203500294391022) | > grad_norm_0: tensor(21.9611, device='cuda:0') (tensor(26.2940, device='cuda:0')) | > loss_gen: 2.6093902587890625 (2.776730571264102) | > loss_kl: 1.8546198606491089 (1.7142500663981026) | > loss_feat: 7.243234157562256 (8.360561079449129) | > loss_mel: 11.635191917419434 (13.34390328842916) | > loss_duration: 1.6342191696166992 (1.6869215729795857) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.976654052734375 (27.882366627822687) | > grad_norm_1: tensor(468.2292, device='cuda:0') (tensor(540.6951, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8231 (0.8487186637925513) | > loader_time: 0.0104 (0.010048332037749111)  --> TIME: 2025-05-10 04:51:50 -- STEP: 212/725 -- GLOBAL_STEP: 207750 | > loss_disc: 2.2564024925231934 (2.200374040963516) | > loss_disc_real_0: 0.1320553719997406 (0.138216412643779) | > loss_disc_real_1: 0.17798888683319092 (0.192183646109869) | > loss_disc_real_2: 0.22061975300312042 (0.18908043325228502) | > loss_disc_real_3: 0.20856566727161407 (0.20506072592622823) | > loss_disc_real_4: 0.21483446657657623 (0.1972448250173398) | > loss_disc_real_5: 0.16530904173851013 (0.2044477233628057) | > loss_0: 2.2564024925231934 (2.200374040963516) | > grad_norm_0: tensor(9.4781, device='cuda:0') (tensor(26.0960, device='cuda:0')) | > loss_gen: 2.5337705612182617 (2.778704673614142) | > loss_kl: 1.7461682558059692 (1.729507323705925) | > loss_feat: 7.836779594421387 (8.371826279838139) | > loss_mel: 13.273322105407715 (13.351842169491746) | > loss_duration: 1.700110673904419 (1.6869103576777116) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.090152740478516 (27.91879082625767) | > grad_norm_1: tensor(316.9874, device='cuda:0') (tensor(552.1297, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8497 (0.8500626300865749) | > loader_time: 0.0095 (0.009947639591289017)  --> TIME: 2025-05-10 04:52:33 -- STEP: 262/725 -- GLOBAL_STEP: 207800 | > loss_disc: 2.1870627403259277 (2.201303401066147) | > loss_disc_real_0: 0.09387969970703125 (0.13804747405966736) | > loss_disc_real_1: 0.1965251863002777 (0.19232346111809032) | > loss_disc_real_2: 0.1904425173997879 (0.18890077802743613) | > loss_disc_real_3: 0.22481708228588104 (0.20465584087917818) | > loss_disc_real_4: 0.17935627698898315 (0.19725339501413683) | > loss_disc_real_5: 0.22423985600471497 (0.2049106619967759) | > loss_0: 2.1870627403259277 (2.201303401066147) | > grad_norm_0: tensor(16.2637, device='cuda:0') (tensor(26.1280, device='cuda:0')) | > loss_gen: 2.726013422012329 (2.7749318676140473) | > loss_kl: 1.7949323654174805 (1.7356254840625152) | > loss_feat: 8.265857696533203 (8.344621667425155) | > loss_mel: 13.174029350280762 (13.33437001250172) | > loss_duration: 1.67130708694458 (1.6876811990301117) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.632139205932617 (27.877230258388373) | > grad_norm_1: tensor(438.6126, device='cuda:0') (tensor(554.2675, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8966 (0.8492272191375266) | > loader_time: 0.0097 (0.00994397847707035)  --> TIME: 2025-05-10 04:53:17 -- STEP: 312/725 -- GLOBAL_STEP: 207850 | > loss_disc: 2.148308277130127 (2.203575561443964) | > loss_disc_real_0: 0.1131279319524765 (0.13825775042940414) | > loss_disc_real_1: 0.20774513483047485 (0.1925485224869008) | > loss_disc_real_2: 0.1993427574634552 (0.1891564314181987) | > loss_disc_real_3: 0.24035696685314178 (0.20502272152747855) | > loss_disc_real_4: 0.18301615118980408 (0.19731642941060745) | > loss_disc_real_5: 0.23103275895118713 (0.2046807472331402) | > loss_0: 2.148308277130127 (2.203575561443964) | > grad_norm_0: tensor(26.6721, device='cuda:0') (tensor(26.2059, device='cuda:0')) | > loss_gen: 2.861398696899414 (2.7763044238090506) | > loss_kl: 1.646963357925415 (1.7280694616910734) | > loss_feat: 8.532720565795898 (8.332038174837077) | > loss_mel: 13.442496299743652 (13.326622840685717) | > loss_duration: 1.6778898239135742 (1.6868265557747624) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.161468505859375 (27.84986148736416) | > grad_norm_1: tensor(636.0682, device='cuda:0') (tensor(552.9946, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8441 (0.8490645335270808) | > loader_time: 0.0098 (0.009995313026966199)  --> TIME: 2025-05-10 04:54:00 -- STEP: 362/725 -- GLOBAL_STEP: 207900 | > loss_disc: 2.2789340019226074 (2.205285430613143) | > loss_disc_real_0: 0.15082573890686035 (0.13893802105886513) | > loss_disc_real_1: 0.19027642905712128 (0.19234378631767005) | > loss_disc_real_2: 0.2083626538515091 (0.189042331517072) | > loss_disc_real_3: 0.21913336217403412 (0.20499067078473152) | > loss_disc_real_4: 0.22501522302627563 (0.1971538790517091) | > loss_disc_real_5: 0.18729229271411896 (0.20491629768965658) | > loss_0: 2.2789340019226074 (2.205285430613143) | > grad_norm_0: tensor(22.6752, device='cuda:0') (tensor(25.7509, device='cuda:0')) | > loss_gen: 2.671330451965332 (2.771271266331328) | > loss_kl: 1.665935754776001 (1.7257799980390134) | > loss_feat: 7.711797714233398 (8.309981007602335) | > loss_mel: 12.447074890136719 (13.301837868453385) | > loss_duration: 1.6279133558273315 (1.6858540151000685) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.124052047729492 (27.794724169357046) | > grad_norm_1: tensor(454.5018, device='cuda:0') (tensor(544.6548, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8425 (0.8493671015481263) | > loader_time: 0.0096 (0.010047980434986772)  --> TIME: 2025-05-10 04:54:43 -- STEP: 412/725 -- GLOBAL_STEP: 207950 | > loss_disc: 2.2927417755126953 (2.2043106541471564) | > loss_disc_real_0: 0.15056386590003967 (0.1387940925157187) | > loss_disc_real_1: 0.19876818358898163 (0.19258439566180557) | > loss_disc_real_2: 0.1993861198425293 (0.18878843407463103) | > loss_disc_real_3: 0.22838914394378662 (0.2045774170134252) | > loss_disc_real_4: 0.228814035654068 (0.1972038235189846) | > loss_disc_real_5: 0.22560426592826843 (0.20502113015616985) | > loss_0: 2.2927417755126953 (2.2043106541471564) | > grad_norm_0: tensor(25.9838, device='cuda:0') (tensor(25.7136, device='cuda:0')) | > loss_gen: 2.635242462158203 (2.7726629382198276) | > loss_kl: 1.63638436794281 (1.7270748412724835) | > loss_feat: 7.659285545349121 (8.31219388906238) | > loss_mel: 12.55146312713623 (13.302195944832363) | > loss_duration: 1.696512222290039 (1.6858419165449239) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.17888832092285 (27.79996952038367) | > grad_norm_1: tensor(548.7589, device='cuda:0') (tensor(546.4163, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8621 (0.8495882060921308) | > loader_time: 0.0097 (0.010012193212231393)  --> TIME: 2025-05-10 04:55:26 -- STEP: 462/725 -- GLOBAL_STEP: 208000 | > loss_disc: 2.272916555404663 (2.20567559731471) | > loss_disc_real_0: 0.18075086176395416 (0.1389985326113124) | > loss_disc_real_1: 0.19270893931388855 (0.19261592416923295) | > loss_disc_real_2: 0.19780801236629486 (0.1888098138106334) | > loss_disc_real_3: 0.23898734152317047 (0.20478343502396623) | > loss_disc_real_4: 0.20387981832027435 (0.19703503772293857) | > loss_disc_real_5: 0.20845146477222443 (0.20523066022050332) | > loss_0: 2.272916555404663 (2.20567559731471) | > grad_norm_0: tensor(42.9696, device='cuda:0') (tensor(25.3435, device='cuda:0')) | > loss_gen: 2.70623517036438 (2.7692409980864734) | > loss_kl: 1.6647515296936035 (1.7232216392760666) | > loss_feat: 7.40606689453125 (8.29621926840249) | > loss_mel: 12.744986534118652 (13.281503305806739) | > loss_duration: 1.7188819646835327 (1.6856086906932652) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.240921020507812 (27.755793901748987) | > grad_norm_1: tensor(621.5695, device='cuda:0') (tensor(539.9103, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.7886 (0.8492147870910116) | > loader_time: 0.0093 (0.010031260453261344) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_208000.pth  --> TIME: 2025-05-10 04:56:12 -- STEP: 512/725 -- GLOBAL_STEP: 208050 | > loss_disc: 2.1724185943603516 (2.2083707661367944) | > loss_disc_real_0: 0.153590589761734 (0.13929854836897004) | > loss_disc_real_1: 0.20441880822181702 (0.19282316465978522) | > loss_disc_real_2: 0.18749243021011353 (0.18915581205510534) | > loss_disc_real_3: 0.201445534825325 (0.20487113361014048) | > loss_disc_real_4: 0.19408918917179108 (0.197228927834658) | > loss_disc_real_5: 0.21439842879772186 (0.20535116893006491) | > loss_0: 2.1724185943603516 (2.2083707661367944) | > grad_norm_0: tensor(32.7622, device='cuda:0') (tensor(25.1541, device='cuda:0')) | > loss_gen: 2.8791091442108154 (2.7660263059660775) | > loss_kl: 1.8105127811431885 (1.7188842901960013) | > loss_feat: 8.438703536987305 (8.276406506076448) | > loss_mel: 13.202338218688965 (13.270371336489912) | > loss_duration: 1.6460868120193481 (1.686278148321435) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.976749420166016 (27.717966608703136) | > grad_norm_1: tensor(752.3274, device='cuda:0') (tensor(537.2864, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8586 (0.8499753642827272) | > loader_time: 0.0101 (0.010079304222017532)  --> TIME: 2025-05-10 04:56:55 -- STEP: 562/725 -- GLOBAL_STEP: 208100 | > loss_disc: 2.376366376876831 (2.208407781302292) | > loss_disc_real_0: 0.1212327778339386 (0.13957326538410067) | > loss_disc_real_1: 0.18191710114479065 (0.19260326226729105) | > loss_disc_real_2: 0.19119377434253693 (0.18906683869845506) | > loss_disc_real_3: 0.22258307039737701 (0.2049151143039247) | > loss_disc_real_4: 0.23018376529216766 (0.19724235267401594) | > loss_disc_real_5: 0.21642066538333893 (0.2055228523830502) | > loss_0: 2.376366376876831 (2.208407781302292) | > grad_norm_0: tensor(41.6385, device='cuda:0') (tensor(25.2726, device='cuda:0')) | > loss_gen: 2.4693808555603027 (2.7664975220622514) | > loss_kl: 1.598530650138855 (1.7225851145079123) | > loss_feat: 6.577980041503906 (8.275913143497341) | > loss_mel: 11.50257396697998 (13.26297817365979) | > loss_duration: 1.6516163349151611 (1.6864386816041754) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.80008316040039 (27.714412679027397) | > grad_norm_1: tensor(498.9756, device='cuda:0') (tensor(536.3118, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8911 (0.8494092518748763) | > loader_time: 0.0097 (0.010089612091987587)  --> TIME: 2025-05-10 04:57:38 -- STEP: 612/725 -- GLOBAL_STEP: 208150 | > loss_disc: 2.337117910385132 (2.210399635866576) | > loss_disc_real_0: 0.12860089540481567 (0.14023916801936884) | > loss_disc_real_1: 0.21490757167339325 (0.19279643476885913) | > loss_disc_real_2: 0.1829867660999298 (0.1893662982468122) | > loss_disc_real_3: 0.20491188764572144 (0.2048495797306492) | > loss_disc_real_4: 0.2288372814655304 (0.19706472476907805) | > loss_disc_real_5: 0.28279024362564087 (0.2055696933195481) | > loss_0: 2.337117910385132 (2.210399635866576) | > grad_norm_0: tensor(29.3982, device='cuda:0') (tensor(25.3340, device='cuda:0')) | > loss_gen: 2.5086398124694824 (2.7651707011889757) | > loss_kl: 1.7921476364135742 (1.7230299787194114) | > loss_feat: 6.744362831115723 (8.271357473205112) | > loss_mel: 11.981990814208984 (13.263017300686808) | > loss_duration: 1.6170527935028076 (1.685817582350152) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.644193649291992 (27.708393071991154) | > grad_norm_1: tensor(478.7999, device='cuda:0') (tensor(532.8699, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8219 (0.8497694882692075) | > loader_time: 0.011 (0.01012825537351222)  --> TIME: 2025-05-10 04:58:21 -- STEP: 662/725 -- GLOBAL_STEP: 208200 | > loss_disc: 2.2182188034057617 (2.212397113667514) | > loss_disc_real_0: 0.12990714609622955 (0.14019980684508013) | > loss_disc_real_1: 0.17943328619003296 (0.19295945473217888) | > loss_disc_real_2: 0.1773357391357422 (0.18931252759208855) | > loss_disc_real_3: 0.2453242689371109 (0.20513105135849938) | > loss_disc_real_4: 0.21760153770446777 (0.1973052938944264) | > loss_disc_real_5: 0.2494637370109558 (0.20579389480485644) | > loss_0: 2.2182188034057617 (2.212397113667514) | > grad_norm_0: tensor(26.1388, device='cuda:0') (tensor(25.2405, device='cuda:0')) | > loss_gen: 2.845414161682129 (2.7635795342598053) | > loss_kl: 1.8354132175445557 (1.7256447471160536) | > loss_feat: 8.347529411315918 (8.259984587614623) | > loss_mel: 13.55577564239502 (13.25856891643605) | > loss_duration: 1.7099220752716064 (1.686066370536194) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.294055938720703 (27.69384421034521) | > grad_norm_1: tensor(675.0811, device='cuda:0') (tensor(529.0801, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.874 (0.849129428676248) | > loader_time: 0.01 (0.010167264146026896)  --> TIME: 2025-05-10 04:59:05 -- STEP: 712/725 -- GLOBAL_STEP: 208250 | > loss_disc: 2.1925315856933594 (2.2134694601042897) | > loss_disc_real_0: 0.14166656136512756 (0.14024826458372763) | > loss_disc_real_1: 0.16415348649024963 (0.192926021795092) | > loss_disc_real_2: 0.16788405179977417 (0.1894892230420635) | > loss_disc_real_3: 0.249015673995018 (0.2051843180206048) | > loss_disc_real_4: 0.181521475315094 (0.19736922004919377) | > loss_disc_real_5: 0.21869322657585144 (0.20582438063588024) | > loss_0: 2.1925315856933594 (2.2134694601042897) | > grad_norm_0: tensor(23.7663, device='cuda:0') (tensor(25.1071, device='cuda:0')) | > loss_gen: 2.897298574447632 (2.7612880890289038) | > loss_kl: 1.8665543794631958 (1.727256127287832) | > loss_feat: 8.808341026306152 (8.251139897308988) | > loss_mel: 13.877971649169922 (13.255902836831767) | > loss_duration: 1.6790101528167725 (1.685621434048321) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.12917709350586 (27.68120844444531) | > grad_norm_1: tensor(519.8243, device='cuda:0') (tensor(525.8439, device='cuda:0')) | > current_lr_0: 0.00019450164570196585 | > current_lr_1: 0.00019450164570196585 | > step_time: 0.8251 (0.8491656375065278) | > loader_time: 0.0094 (0.010204680180281743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1620922088623047 (2.1620922088623047) | > loss_disc_real_0: 0.1162995845079422 (0.1162995845079422) | > loss_disc_real_1: 0.16484583914279938 (0.16484583914279938) | > loss_disc_real_2: 0.18087317049503326 (0.18087317049503326) | > loss_disc_real_3: 0.24802973866462708 (0.24802973866462708) | > loss_disc_real_4: 0.21154026687145233 (0.21154026687145233) | > loss_disc_real_5: 0.22076131403446198 (0.22076131403446198) | > loss_0: 2.1620922088623047 (2.1620922088623047) | > loss_gen: 2.7358157634735107 (2.7358157634735107) | > loss_kl: 2.1478593349456787 (2.1478593349456787) | > loss_feat: 9.049684524536133 (9.049684524536133) | > loss_mel: 15.098047256469727 (15.098047256469727) | > loss_duration: 1.6844152212142944 (1.6844152212142944) | > loss_1: 30.715822219848633 (30.715822219848633)  --> STEP: 1 | > loss_disc: 2.2407264709472656 (2.2407264709472656) | > loss_disc_real_0: 0.11994757503271103 (0.11994757503271103) | > loss_disc_real_1: 0.16764961183071136 (0.16764961183071136) | > loss_disc_real_2: 0.1840253621339798 (0.1840253621339798) | > loss_disc_real_3: 0.2656714618206024 (0.2656714618206024) | > loss_disc_real_4: 0.21007601916790009 (0.21007601916790009) | > loss_disc_real_5: 0.211333766579628 (0.211333766579628) | > loss_0: 2.2407264709472656 (2.2407264709472656) | > loss_gen: 2.649113655090332 (2.649113655090332) | > loss_kl: 2.021373748779297 (2.021373748779297) | > loss_feat: 8.784942626953125 (8.784942626953125) | > loss_mel: 14.60147476196289 (14.60147476196289) | > loss_duration: 1.7876546382904053 (1.7876546382904053) | > loss_1: 29.844558715820312 (29.844558715820312)  --> STEP: 2 | > loss_disc: 2.1360979080200195 (2.1884121894836426) | > loss_disc_real_0: 0.10315503180027008 (0.11155130341649055) | > loss_disc_real_1: 0.1578047275543213 (0.16272716969251633) | > loss_disc_real_2: 0.1812533140182495 (0.18263933807611465) | > loss_disc_real_3: 0.25637146830558777 (0.2610214650630951) | > loss_disc_real_4: 0.206007182598114 (0.20804160088300705) | > loss_disc_real_5: 0.1982647031545639 (0.20479923486709595) | > loss_0: 2.1360979080200195 (2.1884121894836426) | > loss_gen: 2.7655491828918457 (2.707331418991089) | > loss_kl: 1.8879244327545166 (1.9546490907669067) | > loss_feat: 8.696574211120605 (8.740758419036865) | > loss_mel: 14.868906021118164 (14.735190391540527) | > loss_duration: 1.8226604461669922 (1.8051575422286987) | > loss_1: 30.04161262512207 (29.94308567047119)  --> STEP: 3 | > loss_disc: 2.1537294387817383 (2.176851272583008) | > loss_disc_real_0: 0.12078266590833664 (0.11462842424710591) | > loss_disc_real_1: 0.1639437973499298 (0.1631327122449875) | > loss_disc_real_2: 0.17168816924095154 (0.17898894846439362) | > loss_disc_real_3: 0.24104903638362885 (0.2543639888366063) | > loss_disc_real_4: 0.22255809605121613 (0.2128804326057434) | > loss_disc_real_5: 0.1911803036928177 (0.20025959114233652) | > loss_0: 2.1537294387817383 (2.176851272583008) | > loss_gen: 2.7681286334991455 (2.727597157160441) | > loss_kl: 1.984307050704956 (1.964535077412923) | > loss_feat: 8.784208297729492 (8.755241711934408) | > loss_mel: 14.152170181274414 (14.540850321451822) | > loss_duration: 1.8205788135528564 (1.810297966003418) | > loss_1: 29.5093936920166 (29.798521677652996)  --> STEP: 4 | > loss_disc: 2.3938140869140625 (2.2310919761657715) | > loss_disc_real_0: 0.13572978973388672 (0.11990376561880112) | > loss_disc_real_1: 0.19916680455207825 (0.17214123532176018) | > loss_disc_real_2: 0.18715687096118927 (0.18103092908859253) | > loss_disc_real_3: 0.24940408766269684 (0.25312401354312897) | > loss_disc_real_4: 0.21441645920276642 (0.21326443925499916) | > loss_disc_real_5: 0.23670952022075653 (0.20937207341194153) | > loss_0: 2.3938140869140625 (2.2310919761657715) | > loss_gen: 2.394968032836914 (2.6444398760795593) | > loss_kl: 2.1829257011413574 (2.0191327333450317) | > loss_feat: 6.54772424697876 (8.203362345695496) | > loss_mel: 11.862258911132812 (13.87120246887207) | > loss_duration: 1.7575241327285767 (1.7971045076847076) | > loss_1: 24.74540138244629 (28.53524160385132) --> EVAL PERFORMANCE | > avg_loader_time: 0.28277623653411865 (+0.005227029323577881) | > avg_loss_disc: 2.2310919761657715 (-0.10133528709411621) | > avg_loss_disc_real_0: 0.11990376561880112 (-0.021249841898679733) | > avg_loss_disc_real_1: 0.17214123532176018 (-0.03521229699254036) | > avg_loss_disc_real_2: 0.18103092908859253 (-0.01843295618891716) | > avg_loss_disc_real_3: 0.25312401354312897 (+0.04500769078731537) | > avg_loss_disc_real_4: 0.21326443925499916 (-0.037357036024332047) | > avg_loss_disc_real_5: 0.20937207341194153 (-0.04570763558149338) | > avg_loss_0: 2.2310919761657715 (-0.10133528709411621) | > avg_loss_gen: 2.6444398760795593 (+0.04145723581314087) | > avg_loss_kl: 2.0191327333450317 (+0.09386870265007019) | > avg_loss_feat: 8.203362345695496 (+0.5779261589050293) | > avg_loss_mel: 13.87120246887207 (+0.4959831237792969) | > avg_loss_duration: 1.7971045076847076 (+0.0024826526641845703) | > avg_loss_1: 28.53524160385132 (+1.211717128753662)  > EPOCH: 224/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 04:59:22)   --> TIME: 2025-05-10 04:59:56 -- STEP: 37/725 -- GLOBAL_STEP: 208300 | > loss_disc: 2.2031352519989014 (2.208700966190648) | > loss_disc_real_0: 0.10477619618177414 (0.14105450986204915) | > loss_disc_real_1: 0.17301177978515625 (0.19151376348894997) | > loss_disc_real_2: 0.19023218750953674 (0.18942415110162786) | > loss_disc_real_3: 0.19488933682441711 (0.20532354833306493) | > loss_disc_real_4: 0.20544232428073883 (0.2009309046977275) | > loss_disc_real_5: 0.1967083215713501 (0.206934574488047) | > loss_0: 2.2031352519989014 (2.208700966190648) | > grad_norm_0: tensor(24.7521, device='cuda:0') (tensor(28.1555, device='cuda:0')) | > loss_gen: 2.828449249267578 (2.7872126940134407) | > loss_kl: 1.5868154764175415 (1.7348976135253906) | > loss_feat: 8.527732849121094 (8.318403063593683) | > loss_mel: 13.358987808227539 (13.554904164494696) | > loss_duration: 1.6756336688995361 (1.6837693839459806) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.97762107849121 (28.07918692923881) | > grad_norm_1: tensor(537.2050, device='cuda:0') (tensor(542.6573, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8439 (0.8550730911461083) | > loader_time: 0.0147 (0.01082111693717338)  --> TIME: 2025-05-10 05:00:40 -- STEP: 87/725 -- GLOBAL_STEP: 208350 | > loss_disc: 2.255862236022949 (2.208624524631719) | > loss_disc_real_0: 0.163092240691185 (0.14306355995693423) | > loss_disc_real_1: 0.20689649879932404 (0.19077761231482715) | > loss_disc_real_2: 0.18737830221652985 (0.18935451065671854) | > loss_disc_real_3: 0.2273140251636505 (0.20553147141960845) | > loss_disc_real_4: 0.20589904487133026 (0.19698568870281355) | > loss_disc_real_5: 0.21150460839271545 (0.20613186986281953) | > loss_0: 2.255862236022949 (2.208624524631719) | > grad_norm_0: tensor(28.0750, device='cuda:0') (tensor(26.6036, device='cuda:0')) | > loss_gen: 2.71144437789917 (2.7757335558704948) | > loss_kl: 1.5872912406921387 (1.7584049742797325) | > loss_feat: 7.6786699295043945 (8.266050853948478) | > loss_mel: 13.036371231079102 (13.351404354490082) | > loss_duration: 1.659073829650879 (1.6854310446772083) | > amp_scaler: 256.0 (273.65517241379325) | > loss_1: 26.6728515625 (27.837024798338437) | > grad_norm_1: tensor(681.2663, device='cuda:0') (tensor(514.8439, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8199 (0.8578317466823534) | > loader_time: 0.0094 (0.010404301785874641)  --> TIME: 2025-05-10 05:01:23 -- STEP: 137/725 -- GLOBAL_STEP: 208400 | > loss_disc: 2.0680832862854004 (2.2066378741368746) | > loss_disc_real_0: 0.07978390157222748 (0.14141680631976927) | > loss_disc_real_1: 0.21136456727981567 (0.19123822309239938) | > loss_disc_real_2: 0.1687963902950287 (0.18823535131276956) | > loss_disc_real_3: 0.21861161291599274 (0.2043513131402705) | > loss_disc_real_4: 0.18090978264808655 (0.1969699472406485) | > loss_disc_real_5: 0.1768188625574112 (0.20579444883513626) | > loss_0: 2.0680832862854004 (2.2066378741368746) | > grad_norm_0: tensor(16.1190, device='cuda:0') (tensor(26.1713, device='cuda:0')) | > loss_gen: 2.9141340255737305 (2.771167688996252) | > loss_kl: 1.6005735397338867 (1.7448860311160121) | > loss_feat: 8.943950653076172 (8.275248718957826) | > loss_mel: 13.44909381866455 (13.270158663283299) | > loss_duration: 1.6601414680480957 (1.6866798070225402) | > amp_scaler: 256.0 (267.211678832117) | > loss_1: 28.567893981933594 (27.74814089197311) | > grad_norm_1: tensor(470.6672, device='cuda:0') (tensor(520.9680, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8097 (0.8546627263953216) | > loader_time: 0.0108 (0.01035440229151371)  --> TIME: 2025-05-10 05:02:06 -- STEP: 187/725 -- GLOBAL_STEP: 208450 | > loss_disc: 2.272116184234619 (2.2050554784223984) | > loss_disc_real_0: 0.18579618632793427 (0.14089376849924176) | > loss_disc_real_1: 0.17862726747989655 (0.19113226944112519) | > loss_disc_real_2: 0.18549226224422455 (0.18841126616944612) | > loss_disc_real_3: 0.1951856166124344 (0.20405347804653462) | > loss_disc_real_4: 0.20093418657779694 (0.19679135912879903) | > loss_disc_real_5: 0.18833844363689423 (0.20498792787286682) | > loss_0: 2.272116184234619 (2.2050554784223984) | > grad_norm_0: tensor(41.8482, device='cuda:0') (tensor(26.2306, device='cuda:0')) | > loss_gen: 2.7457520961761475 (2.7742403650028815) | > loss_kl: 1.785141944885254 (1.7400900450619785) | > loss_feat: 7.524200916290283 (8.280854793793374) | > loss_mel: 12.51878547668457 (13.267378026788883) | > loss_duration: 1.7269515991210938 (1.6878176411205434) | > amp_scaler: 256.0 (264.21390374331577) | > loss_1: 26.300832748413086 (27.75038085774304) | > grad_norm_1: tensor(691.2789, device='cuda:0') (tensor(520.8821, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8626 (0.8528665425305698) | > loader_time: 0.0095 (0.010361253259016231)  --> TIME: 2025-05-10 05:02:49 -- STEP: 237/725 -- GLOBAL_STEP: 208500 | > loss_disc: 1.9781436920166016 (2.2014942908588835) | > loss_disc_real_0: 0.11782386153936386 (0.1395562337357786) | > loss_disc_real_1: 0.1760278046131134 (0.19104195081231964) | > loss_disc_real_2: 0.16825394332408905 (0.18824663814864587) | > loss_disc_real_3: 0.20047125220298767 (0.204234650995158) | > loss_disc_real_4: 0.17288289964199066 (0.19681397734312064) | > loss_disc_real_5: 0.2365303933620453 (0.2045254336379248) | > loss_0: 1.9781436920166016 (2.2014942908588835) | > grad_norm_0: tensor(27.9246, device='cuda:0') (tensor(25.5424, device='cuda:0')) | > loss_gen: 3.1487016677856445 (2.7762837098117616) | > loss_kl: 1.9132030010223389 (1.7387551094409284) | > loss_feat: 9.743656158447266 (8.31143726276446) | > loss_mel: 15.16665267944336 (13.328168555151056) | > loss_duration: 1.6697977781295776 (1.687723421849279) | > amp_scaler: 256.0 (262.4810126582282) | > loss_1: 31.642011642456055 (27.842368073604273) | > grad_norm_1: tensor(751.1578, device='cuda:0') (tensor(520.7964, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8117 (0.8522819849006235) | > loader_time: 0.0117 (0.010429682107917365)  --> TIME: 2025-05-10 05:03:32 -- STEP: 287/725 -- GLOBAL_STEP: 208550 | > loss_disc: 2.148245096206665 (2.2039798165862976) | > loss_disc_real_0: 0.13570186495780945 (0.1407165820953738) | > loss_disc_real_1: 0.18397919833660126 (0.19139875030268358) | > loss_disc_real_2: 0.19199861586093903 (0.18870491916086618) | > loss_disc_real_3: 0.1946800947189331 (0.2043248416031695) | > loss_disc_real_4: 0.16586998105049133 (0.19716419715706895) | > loss_disc_real_5: 0.18943683803081512 (0.20425950188046962) | > loss_0: 2.148245096206665 (2.2039798165862976) | > grad_norm_0: tensor(26.3541, device='cuda:0') (tensor(25.9243, device='cuda:0')) | > loss_gen: 2.8757143020629883 (2.7777268255213823) | > loss_kl: 1.7016252279281616 (1.7371628217996204) | > loss_feat: 8.868217468261719 (8.304265391120511) | > loss_mel: 14.457898139953613 (13.329972805461816) | > loss_duration: 1.6846641302108765 (1.6871425200007102) | > amp_scaler: 256.0 (261.35191637630686) | > loss_1: 29.588117599487305 (27.83627034230514) | > grad_norm_1: tensor(380.9935, device='cuda:0') (tensor(522.3707, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8094 (0.8506664689824973) | > loader_time: 0.0115 (0.010492873939487576)  --> TIME: 2025-05-10 05:04:16 -- STEP: 337/725 -- GLOBAL_STEP: 208600 | > loss_disc: 2.276839017868042 (2.206024767029531) | > loss_disc_real_0: 0.13080230355262756 (0.14139412274965546) | > loss_disc_real_1: 0.20949625968933105 (0.19179887698206063) | > loss_disc_real_2: 0.18103238940238953 (0.18878017728512647) | > loss_disc_real_3: 0.22231338918209076 (0.20425306393237072) | > loss_disc_real_4: 0.19471128284931183 (0.19745580644211355) | > loss_disc_real_5: 0.19907286763191223 (0.20431973583974186) | > loss_0: 2.276839017868042 (2.206024767029531) | > grad_norm_0: tensor(37.7417, device='cuda:0') (tensor(25.2601, device='cuda:0')) | > loss_gen: 2.620739221572876 (2.7698429338302377) | > loss_kl: 1.8356817960739136 (1.7329994634633956) | > loss_feat: 8.520414352416992 (8.277861381496798) | > loss_mel: 13.127381324768066 (13.290743060918514) | > loss_duration: 1.6581555604934692 (1.686574143542734) | > amp_scaler: 256.0 (260.5578635014839) | > loss_1: 27.762372970581055 (27.75802097829937) | > grad_norm_1: tensor(642.0809, device='cuda:0') (tensor(513.2570, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8885 (0.8508281396475322) | > loader_time: 0.0098 (0.01054803836947025)  --> TIME: 2025-05-10 05:04:59 -- STEP: 387/725 -- GLOBAL_STEP: 208650 | > loss_disc: 2.3423678874969482 (2.208583959929394) | > loss_disc_real_0: 0.15791872143745422 (0.1412028621410522) | > loss_disc_real_1: 0.24021115899085999 (0.19199437688487442) | > loss_disc_real_2: 0.2049926519393921 (0.18863880761372026) | > loss_disc_real_3: 0.23753395676612854 (0.20456157085661433) | > loss_disc_real_4: 0.1978350132703781 (0.19764345938229125) | > loss_disc_real_5: 0.2259618639945984 (0.20488702650218046) | > loss_0: 2.3423678874969482 (2.208583959929394) | > grad_norm_0: tensor(17.8737, device='cuda:0') (tensor(25.0896, device='cuda:0')) | > loss_gen: 2.595346689224243 (2.766476915172211) | > loss_kl: 1.65608549118042 (1.7385161440501842) | > loss_feat: 6.1931915283203125 (8.270898667416821) | > loss_mel: 10.682548522949219 (13.28512621788399) | > loss_duration: 1.7705793380737305 (1.6867031650641784) | > amp_scaler: 256.0 (259.9689922480622) | > loss_1: 22.897750854492188 (27.74772109295354) | > grad_norm_1: tensor(629.4304, device='cuda:0') (tensor(510.8155, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8636 (0.8503739260887918) | > loader_time: 0.0115 (0.010593100727682575)  --> TIME: 2025-05-10 05:05:42 -- STEP: 437/725 -- GLOBAL_STEP: 208700 | > loss_disc: 2.291203498840332 (2.2086254655632866) | > loss_disc_real_0: 0.18347705900669098 (0.14120344437437143) | > loss_disc_real_1: 0.1865541785955429 (0.1920152177663362) | > loss_disc_real_2: 0.17379052937030792 (0.18874776445209843) | > loss_disc_real_3: 0.19437721371650696 (0.2045670650575472) | > loss_disc_real_4: 0.1871519386768341 (0.19794848227119005) | > loss_disc_real_5: 0.22327229380607605 (0.20439001737115586) | > loss_0: 2.291203498840332 (2.2086254655632866) | > grad_norm_0: tensor(23.2017, device='cuda:0') (tensor(25.1021, device='cuda:0')) | > loss_gen: 2.61392879486084 (2.766608384981307) | > loss_kl: 1.552276849746704 (1.7351847226887054) | > loss_feat: 7.576178550720215 (8.259519726515352) | > loss_mel: 12.054085731506348 (13.267184534662098) | > loss_duration: 1.6525120735168457 (1.6864157132207664) | > amp_scaler: 256.0 (259.5148741418764) | > loss_1: 25.44898223876953 (27.714913073611747) | > grad_norm_1: tensor(113.3101, device='cuda:0') (tensor(513.2460, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8879 (0.8501285977439971) | > loader_time: 0.0115 (0.010637024174565848)  --> TIME: 2025-05-10 05:06:25 -- STEP: 487/725 -- GLOBAL_STEP: 208750 | > loss_disc: 2.0398099422454834 (2.207077460612113) | > loss_disc_real_0: 0.11521488428115845 (0.14089626105965036) | > loss_disc_real_1: 0.16700153052806854 (0.1918121516949342) | > loss_disc_real_2: 0.17394958436489105 (0.1888544137228196) | > loss_disc_real_3: 0.18099012970924377 (0.2043787879865517) | > loss_disc_real_4: 0.2183075249195099 (0.1979176493579602) | > loss_disc_real_5: 0.19596518576145172 (0.20394637498400295) | > loss_0: 2.0398099422454834 (2.207077460612113) | > grad_norm_0: tensor(32.1333, device='cuda:0') (tensor(25.5852, device='cuda:0')) | > loss_gen: 3.0623464584350586 (2.770842197739367) | > loss_kl: 1.728010654449463 (1.7313216163392429) | > loss_feat: 9.829212188720703 (8.27476751926742) | > loss_mel: 14.521848678588867 (13.297932859808508) | > loss_duration: 1.6900701522827148 (1.6873909132191778) | > amp_scaler: 256.0 (259.15400410677626) | > loss_1: 30.83148956298828 (27.76225511053504) | > grad_norm_1: tensor(763.7753, device='cuda:0') (tensor(516.6710, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8013 (0.8498652500293585) | > loader_time: 0.0092 (0.01068826377758989)  --> TIME: 2025-05-10 05:07:08 -- STEP: 537/725 -- GLOBAL_STEP: 208800 | > loss_disc: 2.1955554485321045 (2.2047173324243965) | > loss_disc_real_0: 0.16250024735927582 (0.14040684823494828) | > loss_disc_real_1: 0.19498811662197113 (0.19177646568700588) | > loss_disc_real_2: 0.18144765496253967 (0.1885781401917477) | > loss_disc_real_3: 0.18558369576931 (0.2043925108634338) | > loss_disc_real_4: 0.1978103071451187 (0.1978355317586405) | > loss_disc_real_5: 0.20605126023292542 (0.20386228387138253) | > loss_0: 2.1955554485321045 (2.2047173324243965) | > grad_norm_0: tensor(46.5099, device='cuda:0') (tensor(25.4728, device='cuda:0')) | > loss_gen: 2.8807170391082764 (2.773328339365385) | > loss_kl: 1.6409127712249756 (1.7311517333185207) | > loss_feat: 9.61506175994873 (8.28312380931008) | > loss_mel: 14.325950622558594 (13.294703190553118) | > loss_duration: 1.7414625883102417 (1.6880625057930831) | > amp_scaler: 256.0 (258.8603351955308) | > loss_1: 30.204103469848633 (27.77036957412236) | > grad_norm_1: tensor(759.7803, device='cuda:0') (tensor(523.2130, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8536 (0.849674993387148) | > loader_time: 0.0093 (0.010709710627294781)  --> TIME: 2025-05-10 05:07:51 -- STEP: 587/725 -- GLOBAL_STEP: 208850 | > loss_disc: 2.2168900966644287 (2.2056535403204514) | > loss_disc_real_0: 0.15113060176372528 (0.1402258522542007) | > loss_disc_real_1: 0.1963677704334259 (0.19203347998339634) | > loss_disc_real_2: 0.1963614523410797 (0.1886638125985404) | > loss_disc_real_3: 0.20641793310642242 (0.2045591436770747) | > loss_disc_real_4: 0.2141863852739334 (0.19792234194441174) | > loss_disc_real_5: 0.25224894285202026 (0.20400762332054384) | > loss_0: 2.2168900966644287 (2.2056535403204514) | > grad_norm_0: tensor(23.0268, device='cuda:0') (tensor(25.6014, device='cuda:0')) | > loss_gen: 2.7835636138916016 (2.772174794588625) | > loss_kl: 1.8199316263198853 (1.7309566141190276) | > loss_feat: 8.486275672912598 (8.272293635893105) | > loss_mel: 14.373458862304688 (13.280993529844517) | > loss_duration: 1.6807787418365479 (1.6876253094746274) | > amp_scaler: 256.0 (258.6166950596254) | > loss_1: 29.14400863647461 (27.744043876608938) | > grad_norm_1: tensor(161.9721, device='cuda:0') (tensor(527.9159, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8601 (0.8495220890240129) | > loader_time: 0.0118 (0.010745419351165098)  --> TIME: 2025-05-10 05:08:35 -- STEP: 637/725 -- GLOBAL_STEP: 208900 | > loss_disc: 2.2477879524230957 (2.206391772819651) | > loss_disc_real_0: 0.1653151959180832 (0.14039660484955493) | > loss_disc_real_1: 0.22457508742809296 (0.19197590092381278) | > loss_disc_real_2: 0.20285838842391968 (0.18890124236582967) | > loss_disc_real_3: 0.17219041287899017 (0.20433666813223847) | > loss_disc_real_4: 0.21199476718902588 (0.19799140514440397) | > loss_disc_real_5: 0.21769511699676514 (0.20396336534146803) | > loss_0: 2.2477879524230957 (2.206391772819651) | > grad_norm_0: tensor(35.2967, device='cuda:0') (tensor(25.6562, device='cuda:0')) | > loss_gen: 2.835329532623291 (2.7737063302349987) | > loss_kl: 1.86520254611969 (1.7279057465318233) | > loss_feat: 8.114044189453125 (8.277379842156323) | > loss_mel: 12.682474136352539 (13.290675585460807) | > loss_duration: 1.6703035831451416 (1.6873722014659247) | > amp_scaler: 256.0 (258.4113029827317) | > loss_1: 27.1673526763916 (27.75703967946289) | > grad_norm_1: tensor(477.4696, device='cuda:0') (tensor(529.6486, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8404 (0.8494526961908988) | > loader_time: 0.0107 (0.010752683157449244)  --> TIME: 2025-05-10 05:09:18 -- STEP: 687/725 -- GLOBAL_STEP: 208950 | > loss_disc: 2.2057387828826904 (2.205191616408169) | > loss_disc_real_0: 0.14502552151679993 (0.13985749645351148) | > loss_disc_real_1: 0.20614323019981384 (0.19199587949151725) | > loss_disc_real_2: 0.20138421654701233 (0.18883586259561508) | > loss_disc_real_3: 0.18966186046600342 (0.2044543907415051) | > loss_disc_real_4: 0.18506045639514923 (0.1979125965890926) | > loss_disc_real_5: 0.21836912631988525 (0.2036821883188065) | > loss_0: 2.2057387828826904 (2.205191616408169) | > grad_norm_0: tensor(9.1908, device='cuda:0') (tensor(25.6437, device='cuda:0')) | > loss_gen: 2.9118824005126953 (2.77435587587315) | > loss_kl: 1.7282471656799316 (1.730087621069718) | > loss_feat: 8.491570472717285 (8.289378003088487) | > loss_mel: 12.8521089553833 (13.301601108678732) | > loss_duration: 1.6881548166275024 (1.6872847656322192) | > amp_scaler: 256.0 (258.2358078602622) | > loss_1: 27.67196273803711 (27.782707353172675) | > grad_norm_1: tensor(507.5557, device='cuda:0') (tensor(531.8317, device='cuda:0')) | > current_lr_0: 0.0001944773329962531 | > current_lr_1: 0.0001944773329962531 | > step_time: 0.8676 (0.8491792022921636) | > loader_time: 0.012 (0.010750769180675433)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.17742919921875 (2.17742919921875) | > loss_disc_real_0: 0.116049624979496 (0.116049624979496) | > loss_disc_real_1: 0.20733633637428284 (0.20733633637428284) | > loss_disc_real_2: 0.17370566725730896 (0.17370566725730896) | > loss_disc_real_3: 0.23656009137630463 (0.23656009137630463) | > loss_disc_real_4: 0.27022087574005127 (0.27022087574005127) | > loss_disc_real_5: 0.24532075226306915 (0.24532075226306915) | > loss_0: 2.17742919921875 (2.17742919921875) | > loss_gen: 2.918217182159424 (2.918217182159424) | > loss_kl: 2.071033000946045 (2.071033000946045) | > loss_feat: 9.107675552368164 (9.107675552368164) | > loss_mel: 14.929115295410156 (14.929115295410156) | > loss_duration: 1.7011117935180664 (1.7011117935180664) | > loss_1: 30.727153778076172 (30.727153778076172)  --> STEP: 1 | > loss_disc: 2.1376171112060547 (2.1376171112060547) | > loss_disc_real_0: 0.09617169201374054 (0.09617169201374054) | > loss_disc_real_1: 0.1991977095603943 (0.1991977095603943) | > loss_disc_real_2: 0.1743796169757843 (0.1743796169757843) | > loss_disc_real_3: 0.2407674938440323 (0.2407674938440323) | > loss_disc_real_4: 0.25900864601135254 (0.25900864601135254) | > loss_disc_real_5: 0.2253374457359314 (0.2253374457359314) | > loss_0: 2.1376171112060547 (2.1376171112060547) | > loss_gen: 2.8988730907440186 (2.8988730907440186) | > loss_kl: 1.8808281421661377 (1.8808281421661377) | > loss_feat: 9.363118171691895 (9.363118171691895) | > loss_mel: 15.351905822753906 (15.351905822753906) | > loss_duration: 1.7963515520095825 (1.7963515520095825) | > loss_1: 31.29107666015625 (31.29107666015625)  --> STEP: 2 | > loss_disc: 2.1654248237609863 (2.1515209674835205) | > loss_disc_real_0: 0.1090034544467926 (0.10258757323026657) | > loss_disc_real_1: 0.20696471631526947 (0.20308121293783188) | > loss_disc_real_2: 0.16476145386695862 (0.16957053542137146) | > loss_disc_real_3: 0.2329760491847992 (0.23687177151441574) | > loss_disc_real_4: 0.25123122334480286 (0.2551199346780777) | > loss_disc_real_5: 0.2168121486902237 (0.22107479721307755) | > loss_0: 2.1654248237609863 (2.1515209674835205) | > loss_gen: 2.780689239501953 (2.839781165122986) | > loss_kl: 1.9102253913879395 (1.8955267667770386) | > loss_feat: 8.724554061889648 (9.043836116790771) | > loss_mel: 14.131353378295898 (14.741629600524902) | > loss_duration: 1.8421759605407715 (1.819263756275177) | > loss_1: 29.38899803161621 (30.34003734588623)  --> STEP: 3 | > loss_disc: 2.2265737056732178 (2.1765385468800864) | > loss_disc_real_0: 0.1098436787724495 (0.10500627507766087) | > loss_disc_real_1: 0.21187375485897064 (0.20601206024487814) | > loss_disc_real_2: 0.17875030636787415 (0.1726304590702057) | > loss_disc_real_3: 0.24284426867961884 (0.23886260390281677) | > loss_disc_real_4: 0.25651755928993225 (0.25558580954869586) | > loss_disc_real_5: 0.23734652996063232 (0.22649870812892914) | > loss_0: 2.2265737056732178 (2.1765385468800864) | > loss_gen: 2.780327796936035 (2.8199633757273355) | > loss_kl: 1.9373250007629395 (1.9094595114390056) | > loss_feat: 7.968263149261475 (8.685311794281006) | > loss_mel: 13.974671363830566 (14.485976854960123) | > loss_duration: 1.797576665878296 (1.8120347261428833) | > loss_1: 28.45816421508789 (29.712746302286785)  --> STEP: 4 | > loss_disc: 2.135613441467285 (2.166307270526886) | > loss_disc_real_0: 0.08519531786441803 (0.10005353577435017) | > loss_disc_real_1: 0.18102622032165527 (0.19976560026407242) | > loss_disc_real_2: 0.14668715000152588 (0.16614463180303574) | > loss_disc_real_3: 0.22528773546218872 (0.23546888679265976) | > loss_disc_real_4: 0.24986203014850616 (0.25415486469864845) | > loss_disc_real_5: 0.2563219964504242 (0.2339545302093029) | > loss_0: 2.135613441467285 (2.166307270526886) | > loss_gen: 2.808443069458008 (2.8170832991600037) | > loss_kl: 2.0238661766052246 (1.9380611777305603) | > loss_feat: 10.874140739440918 (9.232519030570984) | > loss_mel: 15.816460609436035 (14.818597793579102) | > loss_duration: 1.7481355667114258 (1.796059936285019) | > loss_1: 33.27104568481445 (30.6023211479187) --> EVAL PERFORMANCE | > avg_loader_time: 0.278739333152771 (-0.004036903381347656) | > avg_loss_disc: 2.166307270526886 (-0.0647847056388855) | > avg_loss_disc_real_0: 0.10005353577435017 (-0.01985022984445095) | > avg_loss_disc_real_1: 0.19976560026407242 (+0.02762436494231224) | > avg_loss_disc_real_2: 0.16614463180303574 (-0.014886297285556793) | > avg_loss_disc_real_3: 0.23546888679265976 (-0.017655126750469208) | > avg_loss_disc_real_4: 0.25415486469864845 (+0.04089042544364929) | > avg_loss_disc_real_5: 0.2339545302093029 (+0.024582456797361374) | > avg_loss_0: 2.166307270526886 (-0.0647847056388855) | > avg_loss_gen: 2.8170832991600037 (+0.17264342308044434) | > avg_loss_kl: 1.9380611777305603 (-0.08107155561447144) | > avg_loss_feat: 9.232519030570984 (+1.0291566848754883) | > avg_loss_mel: 14.818597793579102 (+0.9473953247070312) | > avg_loss_duration: 1.796059936285019 (-0.0010445713996887207) | > avg_loss_1: 30.6023211479187 (+2.067079544067383)  > EPOCH: 225/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 05:09:57)   --> TIME: 2025-05-10 05:10:09 -- STEP: 12/725 -- GLOBAL_STEP: 209000 | > loss_disc: 2.2693185806274414 (2.2150293588638306) | > loss_disc_real_0: 0.22037456929683685 (0.14155956668158373) | > loss_disc_real_1: 0.2255796492099762 (0.19483977928757668) | > loss_disc_real_2: 0.20946432650089264 (0.19438902785380682) | > loss_disc_real_3: 0.254689484834671 (0.2118940825263659) | > loss_disc_real_4: 0.21060894429683685 (0.20130547011892) | > loss_disc_real_5: 0.1823284924030304 (0.1982501062254111) | > loss_0: 2.2693185806274414 (2.2150293588638306) | > grad_norm_0: tensor(41.6417, device='cuda:0') (tensor(31.6702, device='cuda:0')) | > loss_gen: 2.8665850162506104 (2.7772642175356546) | > loss_kl: 1.7407349348068237 (1.7507912119229634) | > loss_feat: 9.378046989440918 (8.261956969896952) | > loss_mel: 14.381327629089355 (13.417028586069742) | > loss_duration: 1.7151551246643066 (1.6926947037378948) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.081850051879883 (27.89973545074463) | > grad_norm_1: tensor(696.8803, device='cuda:0') (tensor(553.9984, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.823 (0.8297134836514791) | > loader_time: 0.0107 (0.010142346223195394) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_209000.pth  --> TIME: 2025-05-10 05:10:55 -- STEP: 62/725 -- GLOBAL_STEP: 209050 | > loss_disc: 2.2347710132598877 (2.20041238492535) | > loss_disc_real_0: 0.11565602570772171 (0.13885312299093885) | > loss_disc_real_1: 0.17971031367778778 (0.19131019447119005) | > loss_disc_real_2: 0.18625891208648682 (0.19057998998511222) | > loss_disc_real_3: 0.202907994389534 (0.20544370528190367) | > loss_disc_real_4: 0.1827303171157837 (0.19862106730861048) | > loss_disc_real_5: 0.2063925415277481 (0.20007511300425376) | > loss_0: 2.2347710132598877 (2.20041238492535) | > grad_norm_0: tensor(31.6927, device='cuda:0') (tensor(27.8888, device='cuda:0')) | > loss_gen: 2.526193618774414 (2.7725523902523905) | > loss_kl: 1.7652357816696167 (1.7694784710484166) | > loss_feat: 7.4984002113342285 (8.240710343084025) | > loss_mel: 12.739944458007812 (13.150436001439248) | > loss_duration: 1.7328823804855347 (1.6840760669400614) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.26265525817871 (27.61725318047308) | > grad_norm_1: tensor(660.5456, device='cuda:0') (tensor(549.7363, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8338 (0.8458021840741557) | > loader_time: 0.01 (0.010095307903905067)  --> TIME: 2025-05-10 05:11:38 -- STEP: 112/725 -- GLOBAL_STEP: 209100 | > loss_disc: 2.1797335147857666 (2.195946544408799) | > loss_disc_real_0: 0.12758615612983704 (0.13611333777329754) | > loss_disc_real_1: 0.21527822315692902 (0.19118265035961354) | > loss_disc_real_2: 0.19578687846660614 (0.1902489153934377) | > loss_disc_real_3: 0.2108335793018341 (0.20517037250101566) | > loss_disc_real_4: 0.1938193142414093 (0.1971739067562989) | > loss_disc_real_5: 0.19143159687519073 (0.202894702420703) | > loss_0: 2.1797335147857666 (2.195946544408799) | > grad_norm_0: tensor(37.8726, device='cuda:0') (tensor(27.0894, device='cuda:0')) | > loss_gen: 2.7256035804748535 (2.777200343353409) | > loss_kl: 1.8341840505599976 (1.7695557208997863) | > loss_feat: 8.462851524353027 (8.26616941605295) | > loss_mel: 13.667319297790527 (13.196288849626269) | > loss_duration: 1.6958926916122437 (1.688087070626872) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.38585090637207 (27.697301285607473) | > grad_norm_1: tensor(414.2302, device='cuda:0') (tensor(564.2381, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8317 (0.8506930321455002) | > loader_time: 0.0093 (0.010151633194514684)  --> TIME: 2025-05-10 05:12:21 -- STEP: 162/725 -- GLOBAL_STEP: 209150 | > loss_disc: 2.243535041809082 (2.2016533701508143) | > loss_disc_real_0: 0.107779361307621 (0.137135088029835) | > loss_disc_real_1: 0.18167035281658173 (0.192429612816116) | > loss_disc_real_2: 0.17824241518974304 (0.18964751929412663) | > loss_disc_real_3: 0.19673918187618256 (0.2049423998888628) | > loss_disc_real_4: 0.19147343933582306 (0.1973387029619864) | > loss_disc_real_5: 0.22898755967617035 (0.20392942870104755) | > loss_0: 2.243535041809082 (2.2016533701508143) | > grad_norm_0: tensor(24.1978, device='cuda:0') (tensor(26.3420, device='cuda:0')) | > loss_gen: 2.7578635215759277 (2.775666812319816) | > loss_kl: 1.7526144981384277 (1.7652413889213845) | > loss_feat: 8.769363403320312 (8.291454509452533) | > loss_mel: 14.067883491516113 (13.227129247453478) | > loss_duration: 1.6424715518951416 (1.6876173652248618) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.990198135375977 (27.747109236540616) | > grad_norm_1: tensor(662.6924, device='cuda:0') (tensor(561.7151, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8427 (0.8505494050037714) | > loader_time: 0.0096 (0.010116247483241702)  --> TIME: 2025-05-10 05:13:06 -- STEP: 212/725 -- GLOBAL_STEP: 209200 | > loss_disc: 2.2180843353271484 (2.2070430067350286) | > loss_disc_real_0: 0.1793709099292755 (0.13863472788120226) | > loss_disc_real_1: 0.2014637440443039 (0.19348382626502023) | > loss_disc_real_2: 0.18567702174186707 (0.189938569898313) | > loss_disc_real_3: 0.2111779898405075 (0.2050713653553207) | > loss_disc_real_4: 0.19640032947063446 (0.19742337607269014) | > loss_disc_real_5: 0.2166673243045807 (0.20348086060499246) | > loss_0: 2.2180843353271484 (2.2070430067350286) | > grad_norm_0: tensor(34.0918, device='cuda:0') (tensor(26.7835, device='cuda:0')) | > loss_gen: 2.8459510803222656 (2.772056164606563) | > loss_kl: 1.7269055843353271 (1.768135667409537) | > loss_feat: 8.70796012878418 (8.247899716755127) | > loss_mel: 13.369961738586426 (13.191308997712046) | > loss_duration: 1.6979368925094604 (1.6881330598075435) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.348716735839844 (27.66753357761311) | > grad_norm_1: tensor(557.0747, device='cuda:0') (tensor(556.2341, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8469 (0.8546534349333565) | > loader_time: 0.0105 (0.010214798855331712)  --> TIME: 2025-05-10 05:13:48 -- STEP: 262/725 -- GLOBAL_STEP: 209250 | > loss_disc: 2.1220762729644775 (2.2071874796889217) | > loss_disc_real_0: 0.13277345895767212 (0.1390477160688576) | > loss_disc_real_1: 0.1778613179922104 (0.19315547996577417) | > loss_disc_real_2: 0.18221783638000488 (0.18970234038038114) | > loss_disc_real_3: 0.22270356118679047 (0.20539195187219228) | > loss_disc_real_4: 0.21555481851100922 (0.1976718497071557) | > loss_disc_real_5: 0.22619889676570892 (0.2033518359406304) | > loss_0: 2.1220762729644775 (2.2071874796889217) | > grad_norm_0: tensor(25.2149, device='cuda:0') (tensor(26.6073, device='cuda:0')) | > loss_gen: 2.8990836143493652 (2.7673767841499277) | > loss_kl: 1.6877210140228271 (1.7674477769218329) | > loss_feat: 8.66208267211914 (8.228549462238334) | > loss_mel: 13.71851921081543 (13.151257580473223) | > loss_duration: 1.6766875982284546 (1.6884559497578453) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.644094467163086 (27.6030874980315) | > grad_norm_1: tensor(784.9313, device='cuda:0') (tensor(559.3377, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8721 (0.8526638791761325) | > loader_time: 0.011 (0.010333951192957757)  --> TIME: 2025-05-10 05:14:32 -- STEP: 312/725 -- GLOBAL_STEP: 209300 | > loss_disc: 2.165790319442749 (2.2131071702027936) | > loss_disc_real_0: 0.1575159877538681 (0.1395100307149383) | > loss_disc_real_1: 0.16850325465202332 (0.19339948214399505) | > loss_disc_real_2: 0.18296460807323456 (0.1901071296097377) | > loss_disc_real_3: 0.2155052125453949 (0.20589781877322075) | > loss_disc_real_4: 0.18256975710391998 (0.19811114783470446) | > loss_disc_real_5: 0.18537965416908264 (0.20356102550450045) | > loss_0: 2.165790319442749 (2.2131071702027936) | > grad_norm_0: tensor(30.4424, device='cuda:0') (tensor(26.5200, device='cuda:0')) | > loss_gen: 2.8026225566864014 (2.759291874292571) | > loss_kl: 1.7345918416976929 (1.7619241900168932) | > loss_feat: 8.539420127868652 (8.179937231235005) | > loss_mel: 12.614727973937988 (13.094545092338171) | > loss_duration: 1.6885558366775513 (1.687335221049113) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.379919052124023 (27.483033516468147) | > grad_norm_1: tensor(779.2078, device='cuda:0') (tensor(563.5133, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8496 (0.8519688699489985) | > loader_time: 0.01 (0.01044497199547597)  --> TIME: 2025-05-10 05:15:15 -- STEP: 362/725 -- GLOBAL_STEP: 209350 | > loss_disc: 2.1693801879882812 (2.211867742775554) | > loss_disc_real_0: 0.137984037399292 (0.1394991553825898) | > loss_disc_real_1: 0.20847800374031067 (0.1931817583863248) | > loss_disc_real_2: 0.20516131818294525 (0.18977796282228193) | > loss_disc_real_3: 0.20975549519062042 (0.2059577995736296) | > loss_disc_real_4: 0.20523075759410858 (0.19811868041918418) | > loss_disc_real_5: 0.24449683725833893 (0.20378471194709863) | > loss_0: 2.1693801879882812 (2.211867742775554) | > grad_norm_0: tensor(24.1220, device='cuda:0') (tensor(27.0593, device='cuda:0')) | > loss_gen: 2.9041378498077393 (2.7647878827311074) | > loss_kl: 1.77009916305542 (1.7569144486722366) | > loss_feat: 8.45533561706543 (8.219733776967157) | > loss_mel: 14.518184661865234 (13.145020614012829) | > loss_duration: 1.649951696395874 (1.6863797053447744) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.297710418701172 (27.57283634902364) | > grad_norm_1: tensor(671.6358, device='cuda:0') (tensor(565.6871, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8554 (0.8518081304118119) | > loader_time: 0.0101 (0.010544981087110328)  --> TIME: 2025-05-10 05:15:58 -- STEP: 412/725 -- GLOBAL_STEP: 209400 | > loss_disc: 2.1817142963409424 (2.2138659867268173) | > loss_disc_real_0: 0.11530017852783203 (0.13963750529202446) | > loss_disc_real_1: 0.18183669447898865 (0.19327940379531638) | > loss_disc_real_2: 0.2394496649503708 (0.18998418697743746) | > loss_disc_real_3: 0.18928208947181702 (0.20612619665351886) | > loss_disc_real_4: 0.22828708589076996 (0.19814910500952337) | > loss_disc_real_5: 0.19194208085536957 (0.20403845872259835) | > loss_0: 2.1817142963409424 (2.2138659867268173) | > grad_norm_0: tensor(10.7013, device='cuda:0') (tensor(26.7094, device='cuda:0')) | > loss_gen: 2.8446497917175293 (2.7616313562809855) | > loss_kl: 1.6279317140579224 (1.7548525686402923) | > loss_feat: 8.922857284545898 (8.20562222744653) | > loss_mel: 13.590758323669434 (13.129526050345412) | > loss_duration: 1.698187232017517 (1.6869583743289835) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.684385299682617 (27.538590482137735) | > grad_norm_1: tensor(593.5334, device='cuda:0') (tensor(566.0073, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8809 (0.8518305542399582) | > loader_time: 0.0121 (0.010601107935303628)  --> TIME: 2025-05-10 05:16:41 -- STEP: 462/725 -- GLOBAL_STEP: 209450 | > loss_disc: 2.3239188194274902 (2.2165740444546636) | > loss_disc_real_0: 0.15704292058944702 (0.1398494357638287) | > loss_disc_real_1: 0.20136290788650513 (0.19345365332447606) | > loss_disc_real_2: 0.2238001674413681 (0.19036166392492532) | > loss_disc_real_3: 0.2244759052991867 (0.20617053877094607) | > loss_disc_real_4: 0.20775973796844482 (0.19828424873677164) | > loss_disc_real_5: 0.1836462914943695 (0.20435716321458033) | > loss_0: 2.3239188194274902 (2.2165740444546636) | > grad_norm_0: tensor(21.1154, device='cuda:0') (tensor(26.4106, device='cuda:0')) | > loss_gen: 2.5859100818634033 (2.757208166700422) | > loss_kl: 1.6611504554748535 (1.7538274609165274) | > loss_feat: 7.772212982177734 (8.190454208489603) | > loss_mel: 12.744569778442383 (13.11227660984188) | > loss_duration: 1.7101284265518188 (1.687007064685161) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.47397232055664 (27.500773425742146) | > grad_norm_1: tensor(575.8793, device='cuda:0') (tensor(560.1073, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.7957 (0.8510677174572304) | > loader_time: 0.0103 (0.010692122694733859)  --> TIME: 2025-05-10 05:17:24 -- STEP: 512/725 -- GLOBAL_STEP: 209500 | > loss_disc: 2.231119394302368 (2.2153827408328635) | > loss_disc_real_0: 0.11446060985326767 (0.1396018405648647) | > loss_disc_real_1: 0.19971221685409546 (0.19333806488430128) | > loss_disc_real_2: 0.20073790848255157 (0.19046550727216532) | > loss_disc_real_3: 0.19164472818374634 (0.2060423751536291) | > loss_disc_real_4: 0.18156643211841583 (0.19808872358407822) | > loss_disc_real_5: 0.18296538293361664 (0.20394350463175215) | > loss_0: 2.231119394302368 (2.2153827408328635) | > grad_norm_0: tensor(10.9140, device='cuda:0') (tensor(26.3882, device='cuda:0')) | > loss_gen: 2.725860595703125 (2.7594094541855165) | > loss_kl: 1.7185832262039185 (1.7497633520979434) | > loss_feat: 7.887409210205078 (8.196921829134205) | > loss_mel: 12.891115188598633 (13.130007138475776) | > loss_duration: 1.6419607400894165 (1.6875564560759813) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.86492919921875 (27.52365815639496) | > grad_norm_1: tensor(451.1839, device='cuda:0') (tensor(559.7180, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8541 (0.8505869740620255) | > loader_time: 0.011 (0.01072437455877662)  --> TIME: 2025-05-10 05:18:08 -- STEP: 562/725 -- GLOBAL_STEP: 209550 | > loss_disc: 2.1879665851593018 (2.2144806510188797) | > loss_disc_real_0: 0.1483759731054306 (0.13961954555371478) | > loss_disc_real_1: 0.20038798451423645 (0.19315923742446184) | > loss_disc_real_2: 0.16799834370613098 (0.1903467296069204) | > loss_disc_real_3: 0.19789107143878937 (0.20589862978649306) | > loss_disc_real_4: 0.14720438420772552 (0.19797921480339184) | > loss_disc_real_5: 0.20227548480033875 (0.20400609354425578) | > loss_0: 2.1879665851593018 (2.2144806510188797) | > grad_norm_0: tensor(15.9238, device='cuda:0') (tensor(26.2542, device='cuda:0')) | > loss_gen: 2.853179931640625 (2.762165475994668) | > loss_kl: 1.6304839849472046 (1.748327129888365) | > loss_feat: 8.270262718200684 (8.20827859237099) | > loss_mel: 12.678380012512207 (13.167160090178356) | > loss_duration: 1.6429046392440796 (1.6873868027191572) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.075210571289062 (27.573318030062094) | > grad_norm_1: tensor(533.9979, device='cuda:0') (tensor(553.4147, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.9088 (0.850252496390156) | > loader_time: 0.0098 (0.010745659417529124)  --> TIME: 2025-05-10 05:18:51 -- STEP: 612/725 -- GLOBAL_STEP: 209600 | > loss_disc: 2.2930431365966797 (2.212906586188892) | > loss_disc_real_0: 0.09528888761997223 (0.13970813058998457) | > loss_disc_real_1: 0.17947478592395782 (0.1929793771039816) | > loss_disc_real_2: 0.1773969680070877 (0.1899925955126878) | > loss_disc_real_3: 0.18153829872608185 (0.2058316889200725) | > loss_disc_real_4: 0.21555384993553162 (0.19790077998357658) | > loss_disc_real_5: 0.16630242764949799 (0.20377754035338858) | > loss_0: 2.2930431365966797 (2.212906586188892) | > grad_norm_0: tensor(26.9680, device='cuda:0') (tensor(26.2278, device='cuda:0')) | > loss_gen: 2.581953287124634 (2.7640880864430115) | > loss_kl: 1.8012446165084839 (1.748434924027499) | > loss_feat: 7.6674323081970215 (8.221430601637334) | > loss_mel: 12.410778045654297 (13.177488738415281) | > loss_duration: 1.6135578155517578 (1.686963971728593) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.074966430664062 (27.598406261867954) | > grad_norm_1: tensor(580.8853, device='cuda:0') (tensor(553.3486, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.7978 (0.850178819855833) | > loader_time: 0.0107 (0.010799459772172325)  --> TIME: 2025-05-10 05:19:34 -- STEP: 662/725 -- GLOBAL_STEP: 209650 | > loss_disc: 2.155212640762329 (2.211422566200669) | > loss_disc_real_0: 0.11412766575813293 (0.1395895475594839) | > loss_disc_real_1: 0.20530757308006287 (0.19290736308630865) | > loss_disc_real_2: 0.20320825278759003 (0.18990201239679508) | > loss_disc_real_3: 0.18206246197223663 (0.20568812665532363) | > loss_disc_real_4: 0.21749311685562134 (0.19769763498597978) | > loss_disc_real_5: 0.21542084217071533 (0.20350984693293844) | > loss_0: 2.155212640762329 (2.211422566200669) | > grad_norm_0: tensor(26.8808, device='cuda:0') (tensor(26.3012, device='cuda:0')) | > loss_gen: 2.89094877243042 (2.767857418319614) | > loss_kl: 1.8030743598937988 (1.7480880275953932) | > loss_feat: 8.974802017211914 (8.2320377034363) | > loss_mel: 14.791621208190918 (13.205392405345716) | > loss_duration: 1.7132675647735596 (1.687291489987215) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.17371368408203 (27.640666976075885) | > grad_norm_1: tensor(438.2242, device='cuda:0') (tensor(553.3830, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.8745 (0.8495959497290432) | > loader_time: 0.0107 (0.01081135661940561)  --> TIME: 2025-05-10 05:20:17 -- STEP: 712/725 -- GLOBAL_STEP: 209700 | > loss_disc: 2.303184986114502 (2.2113359516925986) | > loss_disc_real_0: 0.16612519323825836 (0.139642206679904) | > loss_disc_real_1: 0.17270563542842865 (0.1930645444545519) | > loss_disc_real_2: 0.20064707100391388 (0.1898709225436944) | > loss_disc_real_3: 0.22895468771457672 (0.20544442760475565) | > loss_disc_real_4: 0.17429393529891968 (0.19770925824812943) | > loss_disc_real_5: 0.21843792498111725 (0.20356825391730565) | > loss_0: 2.303184986114502 (2.2113359516925986) | > grad_norm_0: tensor(48.8466, device='cuda:0') (tensor(26.3156, device='cuda:0')) | > loss_gen: 2.750016927719116 (2.7687142531523565) | > loss_kl: 1.8070721626281738 (1.7490616347012895) | > loss_feat: 7.899284839630127 (8.245318823985828) | > loss_mel: 12.7664794921875 (13.235811104935202) | > loss_duration: 1.6753913164138794 (1.6869821387730288) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.898244857788086 (27.685887896612794) | > grad_norm_1: tensor(672.6422, device='cuda:0') (tensor(555.1425, device='cuda:0')) | > current_lr_0: 0.00019445302332962857 | > current_lr_1: 0.00019445302332962857 | > step_time: 0.811 (0.8494165790884679) | > loader_time: 0.0112 (0.010836747590075716)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3437211513519287 (2.3437211513519287) | > loss_disc_real_0: 0.1721866875886917 (0.1721866875886917) | > loss_disc_real_1: 0.20423609018325806 (0.20423609018325806) | > loss_disc_real_2: 0.3201696276664734 (0.3201696276664734) | > loss_disc_real_3: 0.24952098727226257 (0.24952098727226257) | > loss_disc_real_4: 0.2488379031419754 (0.2488379031419754) | > loss_disc_real_5: 0.23531244695186615 (0.23531244695186615) | > loss_0: 2.3437211513519287 (2.3437211513519287) | > loss_gen: 3.2648019790649414 (3.2648019790649414) | > loss_kl: 1.9514036178588867 (1.9514036178588867) | > loss_feat: 8.739656448364258 (8.739656448364258) | > loss_mel: 13.771055221557617 (13.771055221557617) | > loss_duration: 1.6918553113937378 (1.6918553113937378) | > loss_1: 29.418771743774414 (29.418771743774414)  --> STEP: 1 | > loss_disc: 2.4866573810577393 (2.4866573810577393) | > loss_disc_real_0: 0.18550407886505127 (0.18550407886505127) | > loss_disc_real_1: 0.21050043404102325 (0.21050043404102325) | > loss_disc_real_2: 0.2912159860134125 (0.2912159860134125) | > loss_disc_real_3: 0.22456349432468414 (0.22456349432468414) | > loss_disc_real_4: 0.24440442025661469 (0.24440442025661469) | > loss_disc_real_5: 0.2512458860874176 (0.2512458860874176) | > loss_0: 2.4866573810577393 (2.4866573810577393) | > loss_gen: 2.7491064071655273 (2.7491064071655273) | > loss_kl: 1.8820521831512451 (1.8820521831512451) | > loss_feat: 6.142105579376221 (6.142105579376221) | > loss_mel: 11.355426788330078 (11.355426788330078) | > loss_duration: 1.7946569919586182 (1.7946569919586182) | > loss_1: 23.923349380493164 (23.923349380493164)  --> STEP: 2 | > loss_disc: 2.2491705417633057 (2.3679139614105225) | > loss_disc_real_0: 0.1703004091978073 (0.1779022440314293) | > loss_disc_real_1: 0.19621214270591736 (0.2033562883734703) | > loss_disc_real_2: 0.2825496196746826 (0.28688280284404755) | > loss_disc_real_3: 0.21696017682552338 (0.22076183557510376) | > loss_disc_real_4: 0.2520253658294678 (0.24821489304304123) | > loss_disc_real_5: 0.20482289791107178 (0.2280343919992447) | > loss_0: 2.2491705417633057 (2.3679139614105225) | > loss_gen: 3.096249580383301 (2.922677993774414) | > loss_kl: 1.809514045715332 (1.8457831144332886) | > loss_feat: 7.889718055725098 (7.015911817550659) | > loss_mel: 13.878142356872559 (12.616784572601318) | > loss_duration: 1.8333985805511475 (1.8140277862548828) | > loss_1: 28.507020950317383 (26.215185165405273)  --> STEP: 3 | > loss_disc: 2.4180221557617188 (2.3846166928609214) | > loss_disc_real_0: 0.18442712724208832 (0.18007720510164896) | > loss_disc_real_1: 0.21442770957946777 (0.2070467621088028) | > loss_disc_real_2: 0.27423012256622314 (0.2826652427514394) | > loss_disc_real_3: 0.2286481261253357 (0.22339059909184775) | > loss_disc_real_4: 0.2681792080402374 (0.2548696647087733) | > loss_disc_real_5: 0.2687550485134125 (0.24160794417063394) | > loss_0: 2.4180221557617188 (2.3846166928609214) | > loss_gen: 3.020907402038574 (2.9554211298624673) | > loss_kl: 1.9530891180038452 (1.8815517822901409) | > loss_feat: 7.173208236694336 (7.068343957265218) | > loss_mel: 13.37920093536377 (12.870923360188803) | > loss_duration: 1.818853735923767 (1.815636436144511) | > loss_1: 27.345258712768555 (26.5918763478597)  --> STEP: 4 | > loss_disc: 2.405728340148926 (2.3898946046829224) | > loss_disc_real_0: 0.18677884340286255 (0.18175261467695236) | > loss_disc_real_1: 0.22562500834465027 (0.21169132366776466) | > loss_disc_real_2: 0.2730864882469177 (0.280270554125309) | > loss_disc_real_3: 0.21096669137477875 (0.2202846221625805) | > loss_disc_real_4: 0.23628009855747223 (0.25022227317094803) | > loss_disc_real_5: 0.22548307478427887 (0.23757672682404518) | > loss_0: 2.405728340148926 (2.3898946046829224) | > loss_gen: 2.766261100769043 (2.9081311225891113) | > loss_kl: 1.9094908237457275 (1.8885365426540375) | > loss_feat: 6.9232892990112305 (7.032080292701721) | > loss_mel: 12.217229843139648 (12.707499980926514) | > loss_duration: 1.7408415079116821 (1.7969377040863037) | > loss_1: 25.557113647460938 (26.33318567276001) --> EVAL PERFORMANCE | > avg_loader_time: 0.2801908254623413 (+0.0014514923095703125) | > avg_loss_disc: 2.3898946046829224 (+0.22358733415603638) | > avg_loss_disc_real_0: 0.18175261467695236 (+0.0816990789026022) | > avg_loss_disc_real_1: 0.21169132366776466 (+0.011925723403692245) | > avg_loss_disc_real_2: 0.280270554125309 (+0.11412592232227325) | > avg_loss_disc_real_3: 0.2202846221625805 (-0.01518426463007927) | > avg_loss_disc_real_4: 0.25022227317094803 (-0.003932591527700424) | > avg_loss_disc_real_5: 0.23757672682404518 (+0.003622196614742279) | > avg_loss_0: 2.3898946046829224 (+0.22358733415603638) | > avg_loss_gen: 2.9081311225891113 (+0.09104782342910767) | > avg_loss_kl: 1.8885365426540375 (-0.04952463507652283) | > avg_loss_feat: 7.032080292701721 (-2.2004387378692627) | > avg_loss_mel: 12.707499980926514 (-2.111097812652588) | > avg_loss_duration: 1.7969377040863037 (+0.00087776780128479) | > avg_loss_1: 26.33318567276001 (-4.269135475158691)  > EPOCH: 226/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 05:20:34)   --> TIME: 2025-05-10 05:21:09 -- STEP: 37/725 -- GLOBAL_STEP: 209750 | > loss_disc: 2.3145811557769775 (2.2171842214223503) | > loss_disc_real_0: 0.08267415314912796 (0.1413766026899622) | > loss_disc_real_1: 0.18039044737815857 (0.19267081569980932) | > loss_disc_real_2: 0.20436811447143555 (0.19202558575449766) | > loss_disc_real_3: 0.18321555852890015 (0.20620168664970914) | > loss_disc_real_4: 0.16079869866371155 (0.19727467725405823) | > loss_disc_real_5: 0.201491117477417 (0.20246400059880437) | > loss_0: 2.3145811557769775 (2.2171842214223503) | > grad_norm_0: tensor(25.7811, device='cuda:0') (tensor(27.6635, device='cuda:0')) | > loss_gen: 2.524735450744629 (2.7380390489423596) | > loss_kl: 1.822274088859558 (1.722859669376064) | > loss_feat: 8.095022201538086 (8.121049107732) | > loss_mel: 12.52844524383545 (13.234698965742782) | > loss_duration: 1.6829192638397217 (1.6842153007919725) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.653396606445312 (27.500862224681956) | > grad_norm_1: tensor(508.2574, device='cuda:0') (tensor(582.5654, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8556 (0.8545054293967582) | > loader_time: 0.0132 (0.011258834117167705)  --> TIME: 2025-05-10 05:21:52 -- STEP: 87/725 -- GLOBAL_STEP: 209800 | > loss_disc: 2.1091322898864746 (2.2002082638356883) | > loss_disc_real_0: 0.11456267535686493 (0.13821301729172136) | > loss_disc_real_1: 0.1889546811580658 (0.1913444762942434) | > loss_disc_real_2: 0.1713894009590149 (0.18844804424664074) | > loss_disc_real_3: 0.16627606749534607 (0.20395912846614575) | > loss_disc_real_4: 0.19335001707077026 (0.19839206081012203) | > loss_disc_real_5: 0.20648372173309326 (0.20385739909506392) | > loss_0: 2.1091322898864746 (2.2002082638356883) | > grad_norm_0: tensor(12.7171, device='cuda:0') (tensor(27.2819, device='cuda:0')) | > loss_gen: 2.9272780418395996 (2.769802493610601) | > loss_kl: 1.7303454875946045 (1.7334976895102139) | > loss_feat: 9.197176933288574 (8.292259008034895) | > loss_mel: 15.209511756896973 (13.335143319491682) | > loss_duration: 1.6634435653686523 (1.6851237423118506) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.72775650024414 (27.81582637216853) | > grad_norm_1: tensor(458.5844, device='cuda:0') (tensor(576.9086, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8182 (0.8528406620025635) | > loader_time: 0.0093 (0.010716240981529498)  --> TIME: 2025-05-10 05:22:35 -- STEP: 137/725 -- GLOBAL_STEP: 209850 | > loss_disc: 2.1554243564605713 (2.205829266214023) | > loss_disc_real_0: 0.12186326831579208 (0.14138366673549604) | > loss_disc_real_1: 0.17590606212615967 (0.1910147259052652) | > loss_disc_real_2: 0.17748932540416718 (0.18795087552853748) | > loss_disc_real_3: 0.21690571308135986 (0.20376882838071697) | > loss_disc_real_4: 0.1997125744819641 (0.19935292168690344) | > loss_disc_real_5: 0.21496815979480743 (0.2035253401437815) | > loss_0: 2.1554243564605713 (2.205829266214023) | > grad_norm_0: tensor(25.4030, device='cuda:0') (tensor(27.2643, device='cuda:0')) | > loss_gen: 2.8138060569763184 (2.766401419674393) | > loss_kl: 1.829363226890564 (1.7502451795731149) | > loss_feat: 9.161436080932617 (8.26415499805534) | > loss_mel: 13.195930480957031 (13.259887361178434) | > loss_duration: 1.658658742904663 (1.6857984344454577) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.659194946289062 (27.72648747297969) | > grad_norm_1: tensor(554.5987, device='cuda:0') (tensor(553.6410, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8201 (0.8517488128077376) | > loader_time: 0.0112 (0.01064673479456101)  --> TIME: 2025-05-10 05:23:18 -- STEP: 187/725 -- GLOBAL_STEP: 209900 | > loss_disc: 2.1203649044036865 (2.205224054382446) | > loss_disc_real_0: 0.08474742621183395 (0.13979109348779065) | > loss_disc_real_1: 0.1787198930978775 (0.1912956722279921) | > loss_disc_real_2: 0.18872888386249542 (0.18881902250057872) | > loss_disc_real_3: 0.19867798686027527 (0.20387817329582683) | > loss_disc_real_4: 0.18528711795806885 (0.19885941160553916) | > loss_disc_real_5: 0.23068054020404816 (0.20372547456287446) | > loss_0: 2.1203649044036865 (2.205224054382446) | > grad_norm_0: tensor(31.2886, device='cuda:0') (tensor(26.9951, device='cuda:0')) | > loss_gen: 2.9761393070220947 (2.7647687929836824) | > loss_kl: 1.8248111009597778 (1.7533927072178235) | > loss_feat: 8.944775581359863 (8.253159591858404) | > loss_mel: 13.987411499023438 (13.239915796779696) | > loss_duration: 1.7094230651855469 (1.6867249292485855) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.44256019592285 (27.697961950047127) | > grad_norm_1: tensor(605.2961, device='cuda:0') (tensor(555.6920, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8414 (0.849887258866254) | > loader_time: 0.0104 (0.010601959126518365)  --> TIME: 2025-05-10 05:24:01 -- STEP: 237/725 -- GLOBAL_STEP: 209950 | > loss_disc: 2.1986145973205566 (2.206893436516386) | > loss_disc_real_0: 0.12944582104682922 (0.1408431448262453) | > loss_disc_real_1: 0.22440659999847412 (0.1913421243303436) | > loss_disc_real_2: 0.20200419425964355 (0.18859975989357833) | > loss_disc_real_3: 0.2058539092540741 (0.20404375133886618) | > loss_disc_real_4: 0.18989251554012299 (0.19861498525374047) | > loss_disc_real_5: 0.19082733988761902 (0.20372489038147504) | > loss_0: 2.1986145973205566 (2.206893436516386) | > grad_norm_0: tensor(26.6550, device='cuda:0') (tensor(26.2771, device='cuda:0')) | > loss_gen: 2.92246675491333 (2.7611436501836977) | > loss_kl: 2.0567374229431152 (1.7616900572796914) | > loss_feat: 8.401159286499023 (8.251356533308076) | > loss_mel: 13.81059741973877 (13.229443159787465) | > loss_duration: 1.6661230325698853 (1.6865108616744415) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.85708236694336 (27.690144389993527) | > grad_norm_1: tensor(601.8196, device='cuda:0') (tensor(542.7222, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.827 (0.8490187005151676) | > loader_time: 0.0093 (0.010569380305487392)  --> TIME: 2025-05-10 05:24:44 -- STEP: 287/725 -- GLOBAL_STEP: 210000 | > loss_disc: 2.1271204948425293 (2.205471410568581) | > loss_disc_real_0: 0.11279143393039703 (0.14043189315222707) | > loss_disc_real_1: 0.17130152881145477 (0.19112132884276456) | > loss_disc_real_2: 0.17522898316383362 (0.1885998881963903) | > loss_disc_real_3: 0.1641966700553894 (0.2038615430585183) | > loss_disc_real_4: 0.185307577252388 (0.1983256827559621) | > loss_disc_real_5: 0.17318059504032135 (0.2038916859788762) | > loss_0: 2.1271204948425293 (2.205471410568581) | > grad_norm_0: tensor(25.4660, device='cuda:0') (tensor(26.1817, device='cuda:0')) | > loss_gen: 2.798166275024414 (2.7643651330927947) | > loss_kl: 1.6070181131362915 (1.7547646623870639) | > loss_feat: 8.420835494995117 (8.275668526360386) | > loss_mel: 13.092462539672852 (13.263275694764035) | > loss_duration: 1.688798427581787 (1.6868597131988308) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.607280731201172 (27.74493383613613) | > grad_norm_1: tensor(807.2994, device='cuda:0') (tensor(546.9392, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8137 (0.8477749974054742) | > loader_time: 0.0097 (0.010519442242612401) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_210000.pth  --> TIME: 2025-05-10 05:25:30 -- STEP: 337/725 -- GLOBAL_STEP: 210050 | > loss_disc: 2.1718499660491943 (2.2080609653399295) | > loss_disc_real_0: 0.13801321387290955 (0.14029245573795168) | > loss_disc_real_1: 0.1948622614145279 (0.19163351521470784) | > loss_disc_real_2: 0.1792026311159134 (0.18896190658521222) | > loss_disc_real_3: 0.2006256878376007 (0.20408130709070835) | > loss_disc_real_4: 0.2288568615913391 (0.19845969585884218) | > loss_disc_real_5: 0.2008550465106964 (0.20397426913152464) | > loss_0: 2.1718499660491943 (2.2080609653399295) | > grad_norm_0: tensor(33.3171, device='cuda:0') (tensor(25.5176, device='cuda:0')) | > loss_gen: 2.9253528118133545 (2.7612682471289487) | > loss_kl: 1.6661065816879272 (1.7494490624181598) | > loss_feat: 8.23234748840332 (8.246665995623314) | > loss_mel: 12.792126655578613 (13.255481066265164) | > loss_duration: 1.6688107252120972 (1.6867600877490172) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.28474235534668 (27.699624539836577) | > grad_norm_1: tensor(671.5731, device='cuda:0') (tensor(542.2950, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8732 (0.8471857206757772) | > loader_time: 0.0098 (0.010453942267760316)  --> TIME: 2025-05-10 05:26:13 -- STEP: 387/725 -- GLOBAL_STEP: 210100 | > loss_disc: 2.382972478866577 (2.2090507813510314) | > loss_disc_real_0: 0.24668236076831818 (0.14059972025704334) | > loss_disc_real_1: 0.21519145369529724 (0.1917354942754258) | > loss_disc_real_2: 0.2098107933998108 (0.18916471152342562) | > loss_disc_real_3: 0.26385292410850525 (0.2042053847811943) | > loss_disc_real_4: 0.2416481226682663 (0.19845465653472477) | > loss_disc_real_5: 0.207143172621727 (0.2040219993477336) | > loss_0: 2.382972478866577 (2.2090507813510314) | > grad_norm_0: tensor(15.0961, device='cuda:0') (tensor(25.3448, device='cuda:0')) | > loss_gen: 2.7704520225524902 (2.761355658218227) | > loss_kl: 1.657271385192871 (1.7502322545039257) | > loss_feat: 7.031896591186523 (8.237581803817164) | > loss_mel: 11.937325477600098 (13.252739709169058) | > loss_duration: 1.7639459371566772 (1.686844265738199) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.160892486572266 (27.68875373919189) | > grad_norm_1: tensor(252.9690, device='cuda:0') (tensor(540.0814, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8561 (0.8467738086247015) | > loader_time: 0.0097 (0.01041706033455309)  --> TIME: 2025-05-10 05:26:55 -- STEP: 437/725 -- GLOBAL_STEP: 210150 | > loss_disc: 2.307469367980957 (2.209553899972332) | > loss_disc_real_0: 0.2019464075565338 (0.14072402309225684) | > loss_disc_real_1: 0.218827486038208 (0.19200185701694317) | > loss_disc_real_2: 0.1987585723400116 (0.18938234223381056) | > loss_disc_real_3: 0.23765073716640472 (0.20431975481575632) | > loss_disc_real_4: 0.2119741141796112 (0.19805354848333573) | > loss_disc_real_5: 0.19200214743614197 (0.20426204919951457) | > loss_0: 2.307469367980957 (2.209553899972332) | > grad_norm_0: tensor(42.7530, device='cuda:0') (tensor(24.5961, device='cuda:0')) | > loss_gen: 2.7183423042297363 (2.7595323850688467) | > loss_kl: 1.8169896602630615 (1.7483368154521395) | > loss_feat: 8.17809009552002 (8.236232191256045) | > loss_mel: 13.028087615966797 (13.239068871504655) | > loss_duration: 1.6505889892578125 (1.686645041341367) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.39209747314453 (27.669815355907588) | > grad_norm_1: tensor(504.0644, device='cuda:0') (tensor(525.8002, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8711 (0.8462445774122018) | > loader_time: 0.0095 (0.010441632238078171)  --> TIME: 2025-05-10 05:27:38 -- STEP: 487/725 -- GLOBAL_STEP: 210200 | > loss_disc: 2.2405388355255127 (2.211186656472127) | > loss_disc_real_0: 0.1755904257297516 (0.1410143536341509) | > loss_disc_real_1: 0.1918034553527832 (0.19207382502007536) | > loss_disc_real_2: 0.21002814173698425 (0.18973578332141192) | > loss_disc_real_3: 0.208121657371521 (0.20446209829813156) | > loss_disc_real_4: 0.18927101790905 (0.19794600030112805) | > loss_disc_real_5: 0.1772158145904541 (0.20429026202377107) | > loss_0: 2.2405388355255127 (2.211186656472127) | > grad_norm_0: tensor(40.7668, device='cuda:0') (tensor(24.8371, device='cuda:0')) | > loss_gen: 2.7529995441436768 (2.7587789059664445) | > loss_kl: 1.7199314832687378 (1.743358036820649) | > loss_feat: 8.084117889404297 (8.221552306376946) | > loss_mel: 12.794005393981934 (13.236215423020004) | > loss_duration: 1.673209547996521 (1.6870537966918162) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.02426528930664 (27.646958501921542) | > grad_norm_1: tensor(607.5848, device='cuda:0') (tensor(521.9575, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.7983 (0.8454286063231484) | > loader_time: 0.0095 (0.010419208166290847)  --> TIME: 2025-05-10 05:28:21 -- STEP: 537/725 -- GLOBAL_STEP: 210250 | > loss_disc: 2.224801540374756 (2.210238642754721) | > loss_disc_real_0: 0.14354294538497925 (0.1407396743001219) | > loss_disc_real_1: 0.21759866178035736 (0.19202009731386854) | > loss_disc_real_2: 0.19451262056827545 (0.18954298580048023) | > loss_disc_real_3: 0.21768945455551147 (0.20467923531652163) | > loss_disc_real_4: 0.21391214430332184 (0.19791995546671262) | > loss_disc_real_5: 0.16823555529117584 (0.20408063996548537) | > loss_0: 2.224801540374756 (2.210238642754721) | > grad_norm_0: tensor(23.3967, device='cuda:0') (tensor(25.0765, device='cuda:0')) | > loss_gen: 2.8114991188049316 (2.7603096700025462) | > loss_kl: 1.7712206840515137 (1.7430543191384118) | > loss_feat: 7.719094753265381 (8.225417500323656) | > loss_mel: 12.013564109802246 (13.228223134685495) | > loss_duration: 1.706601619720459 (1.6876003495807754) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.02198028564453 (27.64460502922868) | > grad_norm_1: tensor(300.2601, device='cuda:0') (tensor(525.2532, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8286 (0.8455656174174903) | > loader_time: 0.0094 (0.010405084052343387)  --> TIME: 2025-05-10 05:29:04 -- STEP: 587/725 -- GLOBAL_STEP: 210300 | > loss_disc: 2.171297073364258 (2.208588487854196) | > loss_disc_real_0: 0.10699845105409622 (0.14057455623119414) | > loss_disc_real_1: 0.19248560070991516 (0.19185564906877386) | > loss_disc_real_2: 0.16021263599395752 (0.1892013724201583) | > loss_disc_real_3: 0.20909732580184937 (0.2047199138283121) | > loss_disc_real_4: 0.2289208173751831 (0.1978441879940196) | > loss_disc_real_5: 0.2030097395181656 (0.20410192830192977) | > loss_0: 2.171297073364258 (2.208588487854196) | > grad_norm_0: tensor(13.8145, device='cuda:0') (tensor(25.1178, device='cuda:0')) | > loss_gen: 2.858426570892334 (2.7633766928970114) | > loss_kl: 1.9160326719284058 (1.7408018784384927) | > loss_feat: 8.600688934326172 (8.241231161244281) | > loss_mel: 13.789121627807617 (13.245451938557668) | > loss_duration: 1.6716114282608032 (1.6872159912801477) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.83588218688965 (27.678077697753903) | > grad_norm_1: tensor(305.6559, device='cuda:0') (tensor(526.0300, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8419 (0.844622193650046) | > loader_time: 0.0102 (0.010394742582278927)  --> TIME: 2025-05-10 05:29:46 -- STEP: 637/725 -- GLOBAL_STEP: 210350 | > loss_disc: 2.17327618598938 (2.209742391689605) | > loss_disc_real_0: 0.11992314457893372 (0.14029616798205502) | > loss_disc_real_1: 0.20636609196662903 (0.19190414137611955) | > loss_disc_real_2: 0.1676887720823288 (0.18936199663291745) | > loss_disc_real_3: 0.16363486647605896 (0.20487664691413787) | > loss_disc_real_4: 0.19586536288261414 (0.19813143381237797) | > loss_disc_real_5: 0.18746085464954376 (0.20433671961961017) | > loss_0: 2.17327618598938 (2.209742391689605) | > grad_norm_0: tensor(22.3614, device='cuda:0') (tensor(24.9869, device='cuda:0')) | > loss_gen: 2.7267813682556152 (2.7632605857340105) | > loss_kl: 1.785799503326416 (1.7406385259313908) | > loss_feat: 8.814530372619629 (8.24117634696901) | > loss_mel: 13.173154830932617 (13.244696407527714) | > loss_duration: 1.6576496362686157 (1.6869252963193357) | > amp_scaler: 256.0 (257.6075353218211) | > loss_1: 28.157917022705078 (27.67669719654125) | > grad_norm_1: tensor(754.4788, device='cuda:0') (tensor(524.0111, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.8252 (0.8440663327976149) | > loader_time: 0.0098 (0.010381287645133363)  --> TIME: 2025-05-10 05:30:29 -- STEP: 687/725 -- GLOBAL_STEP: 210400 | > loss_disc: 2.2292423248291016 (2.2110858770437094) | > loss_disc_real_0: 0.15559644997119904 (0.14047538776498344) | > loss_disc_real_1: 0.2215319126844406 (0.19193911355048454) | > loss_disc_real_2: 0.1845167875289917 (0.18958788635168547) | > loss_disc_real_3: 0.2096034437417984 (0.20512235546389704) | > loss_disc_real_4: 0.21287228167057037 (0.1982712130966491) | > loss_disc_real_5: 0.17680178582668304 (0.20442605721377902) | > loss_0: 2.2292423248291016 (2.2110858770437094) | > grad_norm_0: tensor(26.3011, device='cuda:0') (tensor(25.0802, device='cuda:0')) | > loss_gen: 2.7805447578430176 (2.763847194904845) | > loss_kl: 1.5453566312789917 (1.7395202081102827) | > loss_feat: 8.927153587341309 (8.246227192219347) | > loss_mel: 12.998241424560547 (13.261366097340591) | > loss_duration: 1.7024140357971191 (1.6870132731558454) | > amp_scaler: 256.0 (257.4905385735078) | > loss_1: 27.953710556030273 (27.697974003732117) | > grad_norm_1: tensor(634.8171, device='cuda:0') (tensor(524.9194, device='cuda:0')) | > current_lr_0: 0.00019442871670171237 | > current_lr_1: 0.00019442871670171237 | > step_time: 0.855 (0.8434796996165225) | > loader_time: 0.0136 (0.010445831470961488)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.268254280090332 (2.268254280090332) | > loss_disc_real_0: 0.1462060958147049 (0.1462060958147049) | > loss_disc_real_1: 0.16612756252288818 (0.16612756252288818) | > loss_disc_real_2: 0.2520027160644531 (0.2520027160644531) | > loss_disc_real_3: 0.19336049258708954 (0.19336049258708954) | > loss_disc_real_4: 0.21431192755699158 (0.21431192755699158) | > loss_disc_real_5: 0.19484136998653412 (0.19484136998653412) | > loss_0: 2.268254280090332 (2.268254280090332) | > loss_gen: 2.602814197540283 (2.602814197540283) | > loss_kl: 2.047048568725586 (2.047048568725586) | > loss_feat: 7.988296985626221 (7.988296985626221) | > loss_mel: 13.599392890930176 (13.599392890930176) | > loss_duration: 1.7069523334503174 (1.7069523334503174) | > loss_1: 27.94450569152832 (27.94450569152832)  --> STEP: 1 | > loss_disc: 2.3467793464660645 (2.3467793464660645) | > loss_disc_real_0: 0.16056358814239502 (0.16056358814239502) | > loss_disc_real_1: 0.1775810718536377 (0.1775810718536377) | > loss_disc_real_2: 0.2574809789657593 (0.2574809789657593) | > loss_disc_real_3: 0.18768399953842163 (0.18768399953842163) | > loss_disc_real_4: 0.2343859225511551 (0.2343859225511551) | > loss_disc_real_5: 0.21650119125843048 (0.21650119125843048) | > loss_0: 2.3467793464660645 (2.3467793464660645) | > loss_gen: 2.5115389823913574 (2.5115389823913574) | > loss_kl: 1.8878408670425415 (1.8878408670425415) | > loss_feat: 6.72779655456543 (6.72779655456543) | > loss_mel: 12.022811889648438 (12.022811889648438) | > loss_duration: 1.8019605875015259 (1.8019605875015259) | > loss_1: 24.951950073242188 (24.951950073242188)  --> STEP: 2 | > loss_disc: 2.2999274730682373 (2.323353409767151) | > loss_disc_real_0: 0.15815426409244537 (0.1593589261174202) | > loss_disc_real_1: 0.15837150812149048 (0.1679762899875641) | > loss_disc_real_2: 0.2392624020576477 (0.2483716905117035) | > loss_disc_real_3: 0.18728917837142944 (0.18748658895492554) | > loss_disc_real_4: 0.2263023853302002 (0.23034415394067764) | > loss_disc_real_5: 0.2081586867570877 (0.2123299390077591) | > loss_0: 2.2999274730682373 (2.323353409767151) | > loss_gen: 2.4970955848693848 (2.504317283630371) | > loss_kl: 1.8151731491088867 (1.8515070080757141) | > loss_feat: 7.504344463348389 (7.116070508956909) | > loss_mel: 12.837105751037598 (12.429958820343018) | > loss_duration: 1.830715298652649 (1.8163379430770874) | > loss_1: 26.484434127807617 (25.718192100524902)  --> STEP: 3 | > loss_disc: 2.2344045639038086 (2.29370379447937) | > loss_disc_real_0: 0.1487550288438797 (0.1558242936929067) | > loss_disc_real_1: 0.14917410910129547 (0.1617088963588079) | > loss_disc_real_2: 0.2331269085407257 (0.24329009652137756) | > loss_disc_real_3: 0.19033865630626678 (0.18843727807203928) | > loss_disc_real_4: 0.23286639153957367 (0.23118489980697632) | > loss_disc_real_5: 0.2180798053741455 (0.2142465611298879) | > loss_0: 2.2344045639038086 (2.29370379447937) | > loss_gen: 2.6848297119140625 (2.564488093058268) | > loss_kl: 1.871640682220459 (1.8582182327906291) | > loss_feat: 8.684329986572266 (7.638823668162028) | > loss_mel: 14.787446975708008 (13.215788205464682) | > loss_duration: 1.803668737411499 (1.8121148745218914) | > loss_1: 29.83191680908203 (27.089433670043945)  --> STEP: 4 | > loss_disc: 2.29435658454895 (2.293866991996765) | > loss_disc_real_0: 0.13494333624839783 (0.15060405433177948) | > loss_disc_real_1: 0.16579429805278778 (0.16273024678230286) | > loss_disc_real_2: 0.25316083431243896 (0.2457577809691429) | > loss_disc_real_3: 0.20979875326156616 (0.193777646869421) | > loss_disc_real_4: 0.22241148352622986 (0.2289915457367897) | > loss_disc_real_5: 0.24967710673809052 (0.22310419753193855) | > loss_0: 2.29435658454895 (2.293866991996765) | > loss_gen: 2.597938060760498 (2.5728505849838257) | > loss_kl: 1.9258828163146973 (1.8751343786716461) | > loss_feat: 7.978385925292969 (7.723714232444763) | > loss_mel: 13.388838768005371 (13.259050846099854) | > loss_duration: 1.7583518028259277 (1.7986741065979004) | > loss_1: 27.649396896362305 (27.229424476623535) --> EVAL PERFORMANCE | > avg_loader_time: 0.2770518660545349 (-0.0031389594078063965) | > avg_loss_disc: 2.293866991996765 (-0.09602761268615723) | > avg_loss_disc_real_0: 0.15060405433177948 (-0.031148560345172882) | > avg_loss_disc_real_1: 0.16273024678230286 (-0.04896107688546181) | > avg_loss_disc_real_2: 0.2457577809691429 (-0.03451277315616608) | > avg_loss_disc_real_3: 0.193777646869421 (-0.026506975293159485) | > avg_loss_disc_real_4: 0.2289915457367897 (-0.021230727434158325) | > avg_loss_disc_real_5: 0.22310419753193855 (-0.014472529292106628) | > avg_loss_0: 2.293866991996765 (-0.09602761268615723) | > avg_loss_gen: 2.5728505849838257 (-0.33528053760528564) | > avg_loss_kl: 1.8751343786716461 (-0.013402163982391357) | > avg_loss_feat: 7.723714232444763 (+0.691633939743042) | > avg_loss_mel: 13.259050846099854 (+0.5515508651733398) | > avg_loss_duration: 1.7986741065979004 (+0.0017364025115966797) | > avg_loss_1: 27.229424476623535 (+0.8962388038635254)  > EPOCH: 227/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 05:31:07)   --> TIME: 2025-05-10 05:31:20 -- STEP: 12/725 -- GLOBAL_STEP: 210450 | > loss_disc: 2.218156337738037 (2.2424031297365823) | > loss_disc_real_0: 0.1733112931251526 (0.15556535497307777) | > loss_disc_real_1: 0.22361481189727783 (0.19835343832770982) | > loss_disc_real_2: 0.1901480257511139 (0.18837514271338782) | > loss_disc_real_3: 0.20160655677318573 (0.20956265305479368) | > loss_disc_real_4: 0.19610273838043213 (0.1946054014066855) | > loss_disc_real_5: 0.16631630063056946 (0.2034513900677363) | > loss_0: 2.218156337738037 (2.2424031297365823) | > grad_norm_0: tensor(30.8702, device='cuda:0') (tensor(26.3180, device='cuda:0')) | > loss_gen: 2.625941753387451 (2.7107460498809814) | > loss_kl: 1.7889708280563354 (1.6969203452269237) | > loss_feat: 7.936140537261963 (8.19055155913035) | > loss_mel: 13.240116119384766 (13.356975793838501) | > loss_duration: 1.732947587966919 (1.6908249755700429) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.32411766052246 (27.646018981933594) | > grad_norm_1: tensor(680.5512, device='cuda:0') (tensor(450.1962, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.844 (0.8299612800280253) | > loader_time: 0.0087 (0.009435097376505533)  --> TIME: 2025-05-10 05:32:03 -- STEP: 62/725 -- GLOBAL_STEP: 210500 | > loss_disc: 2.244910717010498 (2.2229664287259494) | > loss_disc_real_0: 0.16658158600330353 (0.1417516925402226) | > loss_disc_real_1: 0.18448090553283691 (0.19220112552565913) | > loss_disc_real_2: 0.17755535244941711 (0.18894640981189667) | > loss_disc_real_3: 0.21946723759174347 (0.20622026007021627) | > loss_disc_real_4: 0.20914483070373535 (0.1993862152580292) | > loss_disc_real_5: 0.2343345433473587 (0.20719568335240887) | > loss_0: 2.244910717010498 (2.2229664287259494) | > grad_norm_0: tensor(19.5711, device='cuda:0') (tensor(22.1968, device='cuda:0')) | > loss_gen: 2.6190578937530518 (2.7325217646937214) | > loss_kl: 1.6072173118591309 (1.7058315892373361) | > loss_feat: 8.2066011428833 (8.188656745418424) | > loss_mel: 14.478914260864258 (13.22304053460398) | > loss_duration: 1.7130903005599976 (1.685899713347035) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.624881744384766 (27.53595035306869) | > grad_norm_1: tensor(330.2285, device='cuda:0') (tensor(486.2232, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8304 (0.8526614135311495) | > loader_time: 0.0092 (0.009832732139095184)  --> TIME: 2025-05-10 05:32:47 -- STEP: 112/725 -- GLOBAL_STEP: 210550 | > loss_disc: 2.099517345428467 (2.2211205384560992) | > loss_disc_real_0: 0.15438967943191528 (0.14187731015096824) | > loss_disc_real_1: 0.1836026906967163 (0.1918227936008147) | > loss_disc_real_2: 0.17363665997982025 (0.1886634806703244) | > loss_disc_real_3: 0.16848163306713104 (0.2059372372127005) | > loss_disc_real_4: 0.16452699899673462 (0.19784125672387226) | > loss_disc_real_5: 0.17802870273590088 (0.20788540012602294) | > loss_0: 2.099517345428467 (2.2211205384560992) | > grad_norm_0: tensor(33.0462, device='cuda:0') (tensor(22.4090, device='cuda:0')) | > loss_gen: 2.7879445552825928 (2.7298062294721603) | > loss_kl: 1.6662181615829468 (1.6953676183308874) | > loss_feat: 8.949286460876465 (8.171450380768082) | > loss_mel: 13.78562068939209 (13.15989248241697) | > loss_duration: 1.6947834491729736 (1.6890326961874962) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.883853912353516 (27.44554947103773) | > grad_norm_1: tensor(730.4866, device='cuda:0') (tensor(486.1581, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8327 (0.852371056165014) | > loader_time: 0.0095 (0.009701237082481388)  --> TIME: 2025-05-10 05:33:30 -- STEP: 162/725 -- GLOBAL_STEP: 210600 | > loss_disc: 2.265517473220825 (2.219267206427491) | > loss_disc_real_0: 0.15250252187252045 (0.14051708850411726) | > loss_disc_real_1: 0.17828983068466187 (0.19211518442557185) | > loss_disc_real_2: 0.16464488208293915 (0.18919159471988684) | > loss_disc_real_3: 0.2038860321044922 (0.20623364593879676) | > loss_disc_real_4: 0.18049316108226776 (0.19830350016738157) | > loss_disc_real_5: 0.2282150834798813 (0.20648044531728016) | > loss_0: 2.265517473220825 (2.219267206427491) | > grad_norm_0: tensor(48.0667, device='cuda:0') (tensor(23.2335, device='cuda:0')) | > loss_gen: 2.776854991912842 (2.73599769892516) | > loss_kl: 1.8315399885177612 (1.6993816325693956) | > loss_feat: 8.63575553894043 (8.153991696275302) | > loss_mel: 13.435282707214355 (13.131788924888328) | > loss_duration: 1.638148546218872 (1.6879628315384) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.317583084106445 (27.409122820253724) | > grad_norm_1: tensor(695.9871, device='cuda:0') (tensor(502.9713, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8299 (0.8504342664907008) | > loader_time: 0.0104 (0.00976588843781272)  --> TIME: 2025-05-10 05:34:13 -- STEP: 212/725 -- GLOBAL_STEP: 210650 | > loss_disc: 2.2298970222473145 (2.2173955451767378) | > loss_disc_real_0: 0.11368511617183685 (0.13976551567749035) | > loss_disc_real_1: 0.18655520677566528 (0.19222687241041436) | > loss_disc_real_2: 0.1745631843805313 (0.18912790336136553) | > loss_disc_real_3: 0.21400293707847595 (0.20640127965301838) | > loss_disc_real_4: 0.17336617410182953 (0.198256965304883) | > loss_disc_real_5: 0.23720571398735046 (0.2065224107706322) | > loss_0: 2.2298970222473145 (2.2173955451767378) | > grad_norm_0: tensor(17.4578, device='cuda:0') (tensor(23.5801, device='cuda:0')) | > loss_gen: 2.788073778152466 (2.7470059439821073) | > loss_kl: 1.7431973218917847 (1.709297481010545) | > loss_feat: 9.266338348388672 (8.200538207899847) | > loss_mel: 14.938752174377441 (13.210551428345015) | > loss_duration: 1.6841703653335571 (1.6882682527011292) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.4205322265625 (27.555661372418673) | > grad_norm_1: tensor(95.1478, device='cuda:0') (tensor(512.8358, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8534 (0.8505611734570198) | > loader_time: 0.0095 (0.009778360150895041)  --> TIME: 2025-05-10 05:34:56 -- STEP: 262/725 -- GLOBAL_STEP: 210700 | > loss_disc: 2.140636682510376 (2.21672707386599) | > loss_disc_real_0: 0.08437516540288925 (0.13994159276476348) | > loss_disc_real_1: 0.16296255588531494 (0.19221500386946075) | > loss_disc_real_2: 0.16913066804409027 (0.18909572502811453) | > loss_disc_real_3: 0.17042216658592224 (0.20619724992349858) | > loss_disc_real_4: 0.18176646530628204 (0.19797060286043253) | > loss_disc_real_5: 0.18587324023246765 (0.20631764487910817) | > loss_0: 2.140636682510376 (2.21672707386599) | > grad_norm_0: tensor(10.2812, device='cuda:0') (tensor(24.2026, device='cuda:0')) | > loss_gen: 2.7853283882141113 (2.7556303466549363) | > loss_kl: 1.5196733474731445 (1.7162147837740775) | > loss_feat: 9.284857749938965 (8.257323030297076) | > loss_mel: 14.90121841430664 (13.272279906818884) | > loss_duration: 1.6771174669265747 (1.689009675997814) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.168195724487305 (27.69045776629266) | > grad_norm_1: tensor(189.2011, device='cuda:0') (tensor(523.7254, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8738 (0.8497480144937529) | > loader_time: 0.0098 (0.009796749544507684)  --> TIME: 2025-05-10 05:35:39 -- STEP: 312/725 -- GLOBAL_STEP: 210750 | > loss_disc: 2.0898568630218506 (2.216622552810567) | > loss_disc_real_0: 0.14625555276870728 (0.1400861071231656) | > loss_disc_real_1: 0.19504180550575256 (0.19214316424077899) | > loss_disc_real_2: 0.1851266771554947 (0.1897035237306205) | > loss_disc_real_3: 0.18977993726730347 (0.2057983172723116) | > loss_disc_real_4: 0.15941278636455536 (0.19789939951629215) | > loss_disc_real_5: 0.2061571627855301 (0.2060062363743782) | > loss_0: 2.0898568630218506 (2.216622552810567) | > grad_norm_0: tensor(35.4031, device='cuda:0') (tensor(24.4477, device='cuda:0')) | > loss_gen: 2.8860342502593994 (2.7561710920089335) | > loss_kl: 1.925695776939392 (1.7166626625336134) | > loss_feat: 8.473134994506836 (8.24407575680659) | > loss_mel: 14.313267707824707 (13.263535588215563) | > loss_duration: 1.6876986026763916 (1.6882686477441053) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.285829544067383 (27.668713746926723) | > grad_norm_1: tensor(722.5137, device='cuda:0') (tensor(526.3248, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8347 (0.8493225643267996) | > loader_time: 0.0098 (0.009804244224841786)  --> TIME: 2025-05-10 05:36:22 -- STEP: 362/725 -- GLOBAL_STEP: 210800 | > loss_disc: 2.233948230743408 (2.2129022712865543) | > loss_disc_real_0: 0.12934891879558563 (0.13959430096393133) | > loss_disc_real_1: 0.1991264522075653 (0.19198559368677562) | > loss_disc_real_2: 0.191920205950737 (0.18957810000984712) | > loss_disc_real_3: 0.20037774741649628 (0.20540448883291107) | > loss_disc_real_4: 0.2001560777425766 (0.19758598070118308) | > loss_disc_real_5: 0.21668840944766998 (0.20520680669427577) | > loss_0: 2.233948230743408 (2.2129022712865543) | > grad_norm_0: tensor(16.0808, device='cuda:0') (tensor(24.3291, device='cuda:0')) | > loss_gen: 2.7999770641326904 (2.761307859947669) | > loss_kl: 1.8268448114395142 (1.72133562084061) | > loss_feat: 8.297205924987793 (8.263410150675483) | > loss_mel: 13.29805850982666 (13.268790872057501) | > loss_duration: 1.628872275352478 (1.6871005984959682) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.8509578704834 (27.70194514153412) | > grad_norm_1: tensor(620.1058, device='cuda:0') (tensor(531.8901, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8551 (0.8500563525363225) | > loader_time: 0.0098 (0.00978571275321161)  --> TIME: 2025-05-10 05:37:05 -- STEP: 412/725 -- GLOBAL_STEP: 210850 | > loss_disc: 2.1792426109313965 (2.212705547369796) | > loss_disc_real_0: 0.14783909916877747 (0.1399827688498405) | > loss_disc_real_1: 0.18909229338169098 (0.19217838538647855) | > loss_disc_real_2: 0.1720496416091919 (0.18941345080299288) | > loss_disc_real_3: 0.215754434466362 (0.20513900741934776) | > loss_disc_real_4: 0.22288241982460022 (0.19746660155434054) | > loss_disc_real_5: 0.20620781183242798 (0.20506202382514777) | > loss_0: 2.1792426109313965 (2.212705547369796) | > grad_norm_0: tensor(31.9962, device='cuda:0') (tensor(24.4743, device='cuda:0')) | > loss_gen: 2.829155921936035 (2.759989997715626) | > loss_kl: 1.7576364278793335 (1.7226295586928582) | > loss_feat: 9.056312561035156 (8.242281528352533) | > loss_mel: 14.031933784484863 (13.256961760011693) | > loss_duration: 1.70797598361969 (1.6876292026158675) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.383012771606445 (27.669492064170466) | > grad_norm_1: tensor(238.4709, device='cuda:0') (tensor(524.1108, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8447 (0.849769394374588) | > loader_time: 0.0101 (0.009784872670775487)  --> TIME: 2025-05-10 05:37:48 -- STEP: 462/725 -- GLOBAL_STEP: 210900 | > loss_disc: 2.364635467529297 (2.2122036301212344) | > loss_disc_real_0: 0.1277887523174286 (0.13981451574729126) | > loss_disc_real_1: 0.20562468469142914 (0.19229234587320518) | > loss_disc_real_2: 0.19911766052246094 (0.18935262840805636) | > loss_disc_real_3: 0.2675378620624542 (0.20494838304075844) | > loss_disc_real_4: 0.2499009221792221 (0.19749737166481102) | > loss_disc_real_5: 0.22053419053554535 (0.2050176284142903) | > loss_0: 2.364635467529297 (2.2122036301212344) | > grad_norm_0: tensor(9.4967, device='cuda:0') (tensor(24.5833, device='cuda:0')) | > loss_gen: 2.7731316089630127 (2.7616288713562542) | > loss_kl: 1.899416446685791 (1.7238819782352035) | > loss_feat: 7.252106189727783 (8.240079298679962) | > loss_mel: 13.443053245544434 (13.257525815592185) | > loss_duration: 1.7213218212127686 (1.6877467278794294) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.08902931213379 (27.670862668520446) | > grad_norm_1: tensor(95.5562, device='cuda:0') (tensor(526.7618, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.7894 (0.8488312015285738) | > loader_time: 0.0099 (0.009747521701829265)  --> TIME: 2025-05-10 05:38:31 -- STEP: 512/725 -- GLOBAL_STEP: 210950 | > loss_disc: 2.0365829467773438 (2.2138531287200705) | > loss_disc_real_0: 0.16258873045444489 (0.1402950445481111) | > loss_disc_real_1: 0.18218496441841125 (0.19259802071610466) | > loss_disc_real_2: 0.165493905544281 (0.18963214871473613) | > loss_disc_real_3: 0.1831907480955124 (0.20506610191660002) | > loss_disc_real_4: 0.1804151087999344 (0.19763716027955525) | > loss_disc_real_5: 0.1532118320465088 (0.20464128800085746) | > loss_0: 2.0365829467773438 (2.2138531287200705) | > grad_norm_0: tensor(36.0928, device='cuda:0') (tensor(24.6541, device='cuda:0')) | > loss_gen: 2.8891890048980713 (2.7596168452873826) | > loss_kl: 1.6369940042495728 (1.7226806820835918) | > loss_feat: 8.736570358276367 (8.21254552621395) | > loss_mel: 13.876178741455078 (13.236128553748133) | > loss_duration: 1.6428710222244263 (1.6881932211108506) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.78180503845215 (27.61916482821107) | > grad_norm_1: tensor(566.6028, device='cuda:0') (tensor(528.8887, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8505 (0.8490269160829483) | > loader_time: 0.0095 (0.009731250349432237)  --> TIME: 2025-05-10 05:39:15 -- STEP: 562/725 -- GLOBAL_STEP: 211000 | > loss_disc: 2.2614243030548096 (2.2135811734454025) | > loss_disc_real_0: 0.11992437392473221 (0.14060778937093735) | > loss_disc_real_1: 0.1783653348684311 (0.19254627701862842) | > loss_disc_real_2: 0.1959877759218216 (0.189532330902658) | > loss_disc_real_3: 0.16878415644168854 (0.20486267149660511) | > loss_disc_real_4: 0.15654365718364716 (0.1973519922893667) | > loss_disc_real_5: 0.14248056709766388 (0.20458759261407886) | > loss_0: 2.2614243030548096 (2.2135811734454025) | > grad_norm_0: tensor(18.1399, device='cuda:0') (tensor(25.1764, device='cuda:0')) | > loss_gen: 2.688387155532837 (2.762987060478998) | > loss_kl: 1.9186540842056274 (1.7220897975765515) | > loss_feat: 8.295795440673828 (8.222197278114406) | > loss_mel: 13.628646850585938 (13.246736607941866) | > loss_duration: 1.6448049545288086 (1.6880999370826097) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.176288604736328 (27.6421106650736) | > grad_norm_1: tensor(239.6644, device='cuda:0') (tensor(532.6290, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8896 (0.8490120868241658) | > loader_time: 0.0093 (0.009726817073346888) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_211000.pth  --> TIME: 2025-05-10 05:40:01 -- STEP: 612/725 -- GLOBAL_STEP: 211050 | > loss_disc: 2.2241249084472656 (2.2124178639424357) | > loss_disc_real_0: 0.18607139587402344 (0.1403536138191722) | > loss_disc_real_1: 0.1843428909778595 (0.19252705503425555) | > loss_disc_real_2: 0.20923611521720886 (0.18960409243804197) | > loss_disc_real_3: 0.19874586164951324 (0.2048683734549806) | > loss_disc_real_4: 0.2195182591676712 (0.19751932929738678) | > loss_disc_real_5: 0.16623826324939728 (0.2045831634523042) | > loss_0: 2.2241249084472656 (2.2124178639424357) | > grad_norm_0: tensor(41.8877, device='cuda:0') (tensor(24.8577, device='cuda:0')) | > loss_gen: 2.808375835418701 (2.762245480141609) | > loss_kl: 1.601919412612915 (1.7209878334032949) | > loss_feat: 8.617631912231445 (8.224727651652175) | > loss_mel: 13.009370803833008 (13.252813534019811) | > loss_duration: 1.6288503408432007 (1.687696828172097) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.666149139404297 (27.648471311806073) | > grad_norm_1: tensor(766.8567, device='cuda:0') (tensor(528.8838, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8081 (0.8500311382455763) | > loader_time: 0.0089 (0.009717785065470184)  --> TIME: 2025-05-10 05:40:44 -- STEP: 662/725 -- GLOBAL_STEP: 211100 | > loss_disc: 2.1966776847839355 (2.210778214780223) | > loss_disc_real_0: 0.11054262518882751 (0.1399111726132766) | > loss_disc_real_1: 0.1789538562297821 (0.19247535053426756) | > loss_disc_real_2: 0.18298198282718658 (0.18952800542836482) | > loss_disc_real_3: 0.2103055864572525 (0.20480513845055476) | > loss_disc_real_4: 0.23499786853790283 (0.19746990573910436) | > loss_disc_real_5: 0.18742318451404572 (0.20444046744227048) | > loss_0: 2.1966776847839355 (2.210778214780223) | > grad_norm_0: tensor(23.1853, device='cuda:0') (tensor(24.6935, device='cuda:0')) | > loss_gen: 2.870408535003662 (2.7635697958332526) | > loss_kl: 1.7231045961380005 (1.7210183889123971) | > loss_feat: 8.275114059448242 (8.229662794360948) | > loss_mel: 13.116044044494629 (13.253741490516772) | > loss_duration: 1.714951753616333 (1.6879981097137813) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.699623107910156 (27.655990568892832) | > grad_norm_1: tensor(652.3345, device='cuda:0') (tensor(530.4175, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8761 (0.8497559566872358) | > loader_time: 0.0099 (0.009702131107134419)  --> TIME: 2025-05-10 05:41:27 -- STEP: 712/725 -- GLOBAL_STEP: 211150 | > loss_disc: 2.214311122894287 (2.2104028305980563) | > loss_disc_real_0: 0.11730151623487473 (0.1399366663287532) | > loss_disc_real_1: 0.21422415971755981 (0.19248926737921285) | > loss_disc_real_2: 0.1862107217311859 (0.18956745932862346) | > loss_disc_real_3: 0.20170816779136658 (0.20488909508488815) | > loss_disc_real_4: 0.1761055290699005 (0.19738195857472643) | > loss_disc_real_5: 0.23123420774936676 (0.20428954027174565) | > loss_0: 2.214311122894287 (2.2104028305980563) | > grad_norm_0: tensor(28.7850, device='cuda:0') (tensor(24.8421, device='cuda:0')) | > loss_gen: 2.7061283588409424 (2.7636974507503282) | > loss_kl: 1.9515697956085205 (1.7210944656575666) | > loss_feat: 8.408623695373535 (8.223595005072902) | > loss_mel: 13.608832359313965 (13.242416873406823) | > loss_duration: 1.6932305097579956 (1.6875735437602133) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.368383407592773 (27.638377334294695) | > grad_norm_1: tensor(505.8293, device='cuda:0') (tensor(532.2970, device='cuda:0')) | > current_lr_0: 0.00019440441311212466 | > current_lr_1: 0.00019440441311212466 | > step_time: 0.8221 (0.8499929144811095) | > loader_time: 0.0091 (0.009715500842319454)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2741622924804688 (2.2741622924804688) | > loss_disc_real_0: 0.11723687499761581 (0.11723687499761581) | > loss_disc_real_1: 0.2577386498451233 (0.2577386498451233) | > loss_disc_real_2: 0.240705668926239 (0.240705668926239) | > loss_disc_real_3: 0.20249983668327332 (0.20249983668327332) | > loss_disc_real_4: 0.2438206523656845 (0.2438206523656845) | > loss_disc_real_5: 0.2381841242313385 (0.2381841242313385) | > loss_0: 2.2741622924804688 (2.2741622924804688) | > loss_gen: 2.825589179992676 (2.825589179992676) | > loss_kl: 1.992093563079834 (1.992093563079834) | > loss_feat: 8.003151893615723 (8.003151893615723) | > loss_mel: 13.944169044494629 (13.944169044494629) | > loss_duration: 1.699959635734558 (1.699959635734558) | > loss_1: 28.464962005615234 (28.464962005615234)  --> STEP: 1 | > loss_disc: 2.218383312225342 (2.218383312225342) | > loss_disc_real_0: 0.11751119047403336 (0.11751119047403336) | > loss_disc_real_1: 0.25804024934768677 (0.25804024934768677) | > loss_disc_real_2: 0.2494489699602127 (0.2494489699602127) | > loss_disc_real_3: 0.17307686805725098 (0.17307686805725098) | > loss_disc_real_4: 0.2374344915151596 (0.2374344915151596) | > loss_disc_real_5: 0.22757843136787415 (0.22757843136787415) | > loss_0: 2.218383312225342 (2.218383312225342) | > loss_gen: 2.9811244010925293 (2.9811244010925293) | > loss_kl: 2.095960855484009 (2.095960855484009) | > loss_feat: 9.121631622314453 (9.121631622314453) | > loss_mel: 14.756421089172363 (14.756421089172363) | > loss_duration: 1.7913818359375 (1.7913818359375) | > loss_1: 30.74652099609375 (30.74652099609375)  --> STEP: 2 | > loss_disc: 2.2077763080596924 (2.213079810142517) | > loss_disc_real_0: 0.12198325991630554 (0.11974722519516945) | > loss_disc_real_1: 0.2380516082048416 (0.2480459287762642) | > loss_disc_real_2: 0.20520390570163727 (0.227326437830925) | > loss_disc_real_3: 0.20652180910110474 (0.18979933857917786) | > loss_disc_real_4: 0.23447629809379578 (0.2359553948044777) | > loss_disc_real_5: 0.19882835447788239 (0.21320339292287827) | > loss_0: 2.2077763080596924 (2.213079810142517) | > loss_gen: 2.829150676727295 (2.905137538909912) | > loss_kl: 2.134258270263672 (2.1151095628738403) | > loss_feat: 7.761688709259033 (8.441660165786743) | > loss_mel: 13.765122413635254 (14.260771751403809) | > loss_duration: 1.8344168663024902 (1.8128993511199951) | > loss_1: 28.324636459350586 (29.535578727722168)  --> STEP: 3 | > loss_disc: 2.362123489379883 (2.262761036554972) | > loss_disc_real_0: 0.1317007690668106 (0.12373173981904984) | > loss_disc_real_1: 0.25970718264579773 (0.251933013399442) | > loss_disc_real_2: 0.21752549707889557 (0.2240594575802485) | > loss_disc_real_3: 0.20598801970481873 (0.19519556562105814) | > loss_disc_real_4: 0.2577139139175415 (0.2432082345088323) | > loss_disc_real_5: 0.2237701267004013 (0.21672563751538595) | > loss_0: 2.362123489379883 (2.262761036554972) | > loss_gen: 2.6441073417663574 (2.818127473195394) | > loss_kl: 1.9106550216674805 (2.046958049138387) | > loss_feat: 7.338608741760254 (8.073976357777914) | > loss_mel: 12.448484420776367 (13.656675974527994) | > loss_duration: 1.7942612171173096 (1.8066866397857666) | > loss_1: 26.136117935180664 (28.402425130208332)  --> STEP: 4 | > loss_disc: 2.4655165672302246 (2.3134499192237854) | > loss_disc_real_0: 0.15573710203170776 (0.13173308037221432) | > loss_disc_real_1: 0.27540096640586853 (0.25780000165104866) | > loss_disc_real_2: 0.25008368492126465 (0.23056551441550255) | > loss_disc_real_3: 0.19009491801261902 (0.19392040371894836) | > loss_disc_real_4: 0.23925621807575226 (0.2422202304005623) | > loss_disc_real_5: 0.251748651266098 (0.22548139095306396) | > loss_0: 2.4655165672302246 (2.3134499192237854) | > loss_gen: 2.6096487045288086 (2.7660077810287476) | > loss_kl: 2.059396743774414 (2.050067722797394) | > loss_feat: 7.324742794036865 (7.886667966842651) | > loss_mel: 12.048310279846191 (13.254584550857544) | > loss_duration: 1.7487363815307617 (1.7921990752220154) | > loss_1: 25.790836334228516 (27.74952793121338) --> EVAL PERFORMANCE | > avg_loader_time: 0.27713245153427124 (+8.058547973632812e-05) | > avg_loss_disc: 2.3134499192237854 (+0.019582927227020264) | > avg_loss_disc_real_0: 0.13173308037221432 (-0.018870973959565163) | > avg_loss_disc_real_1: 0.25780000165104866 (+0.0950697548687458) | > avg_loss_disc_real_2: 0.23056551441550255 (-0.015192266553640366) | > avg_loss_disc_real_3: 0.19392040371894836 (+0.000142756849527359) | > avg_loss_disc_real_4: 0.2422202304005623 (+0.013228684663772583) | > avg_loss_disc_real_5: 0.22548139095306396 (+0.002377193421125412) | > avg_loss_0: 2.3134499192237854 (+0.019582927227020264) | > avg_loss_gen: 2.7660077810287476 (+0.19315719604492188) | > avg_loss_kl: 2.050067722797394 (+0.17493334412574768) | > avg_loss_feat: 7.886667966842651 (+0.16295373439788818) | > avg_loss_mel: 13.254584550857544 (-0.00446629524230957) | > avg_loss_duration: 1.7921990752220154 (-0.00647503137588501) | > avg_loss_1: 27.74952793121338 (+0.5201034545898438)  > EPOCH: 228/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 05:41:44)   --> TIME: 2025-05-10 05:42:18 -- STEP: 37/725 -- GLOBAL_STEP: 211200 | > loss_disc: 2.122570753097534 (2.206560366862529) | > loss_disc_real_0: 0.12007342278957367 (0.13625299990982623) | > loss_disc_real_1: 0.18003371357917786 (0.19242884460333232) | > loss_disc_real_2: 0.18627825379371643 (0.19460941649772026) | > loss_disc_real_3: 0.21116903424263 (0.20504039324618675) | > loss_disc_real_4: 0.19190356135368347 (0.1963074501301791) | > loss_disc_real_5: 0.20041438937187195 (0.20578070870927861) | > loss_0: 2.122570753097534 (2.206560366862529) | > grad_norm_0: tensor(15.8945, device='cuda:0') (tensor(20.2215, device='cuda:0')) | > loss_gen: 2.8715429306030273 (2.7777767503583752) | > loss_kl: 1.5674583911895752 (1.7513066272477846) | > loss_feat: 8.6868257522583 (8.374269330823743) | > loss_mel: 13.694554328918457 (13.668337641535578) | > loss_duration: 1.7003929615020752 (1.6860100417523771) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.520774841308594 (28.25770058503022) | > grad_norm_1: tensor(321.3590, device='cuda:0') (tensor(480.2676, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8626 (0.8524193119358372) | > loader_time: 0.012 (0.009605149965028505)  --> TIME: 2025-05-10 05:43:01 -- STEP: 87/725 -- GLOBAL_STEP: 211250 | > loss_disc: 2.314934730529785 (2.207922734063247) | > loss_disc_real_0: 0.13489751517772675 (0.14128140146019819) | > loss_disc_real_1: 0.17951278388500214 (0.19112679927513518) | > loss_disc_real_2: 0.19005422294139862 (0.19182547567219563) | > loss_disc_real_3: 0.2138209044933319 (0.20541863999832635) | > loss_disc_real_4: 0.17988242208957672 (0.19708186456526833) | > loss_disc_real_5: 0.2133530080318451 (0.2040713199938851) | > loss_0: 2.314934730529785 (2.207922734063247) | > grad_norm_0: tensor(18.8463, device='cuda:0') (tensor(23.7449, device='cuda:0')) | > loss_gen: 2.5364952087402344 (2.779661101856451) | > loss_kl: 1.7063539028167725 (1.734969914644614) | > loss_feat: 6.726734638214111 (8.370860472492792) | > loss_mel: 12.69783878326416 (13.513067530489517) | > loss_duration: 1.6608598232269287 (1.6873546729142639) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.328283309936523 (28.085913844492243) | > grad_norm_1: tensor(188.4099, device='cuda:0') (tensor(495.3951, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8234 (0.8489315509796143) | > loader_time: 0.0092 (0.009609332029846892)  --> TIME: 2025-05-10 05:43:45 -- STEP: 137/725 -- GLOBAL_STEP: 211300 | > loss_disc: 2.251840353012085 (2.212137331057639) | > loss_disc_real_0: 0.1803310215473175 (0.14302483092259322) | > loss_disc_real_1: 0.20922908186912537 (0.1918248360174416) | > loss_disc_real_2: 0.17825956642627716 (0.1910658703885809) | > loss_disc_real_3: 0.1956312358379364 (0.20595707303851193) | > loss_disc_real_4: 0.1892695128917694 (0.19646598648850935) | > loss_disc_real_5: 0.21441508829593658 (0.20415929797357016) | > loss_0: 2.251840353012085 (2.212137331057639) | > grad_norm_0: tensor(24.6909, device='cuda:0') (tensor(24.6086, device='cuda:0')) | > loss_gen: 2.6598923206329346 (2.7725557149761784) | > loss_kl: 1.8051382303237915 (1.7305643036417717) | > loss_feat: 8.127517700195312 (8.30529090783892) | > loss_mel: 12.180899620056152 (13.36389753244219) | > loss_duration: 1.6662956476211548 (1.6875073996773602) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.43974494934082 (27.859815889901487) | > grad_norm_1: tensor(260.7195, device='cuda:0') (tensor(493.5490, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8167 (0.8500954426118057) | > loader_time: 0.0096 (0.009700501922273282)  --> TIME: 2025-05-10 05:44:28 -- STEP: 187/725 -- GLOBAL_STEP: 211350 | > loss_disc: 2.274019718170166 (2.214570910535394) | > loss_disc_real_0: 0.20124487578868866 (0.14149718835232727) | > loss_disc_real_1: 0.20696495473384857 (0.19204647153775323) | > loss_disc_real_2: 0.2489766925573349 (0.19087394904644095) | > loss_disc_real_3: 0.18320873379707336 (0.20542979551190368) | > loss_disc_real_4: 0.17503342032432556 (0.1968602621778447) | > loss_disc_real_5: 0.18118198215961456 (0.20551149563037138) | > loss_0: 2.274019718170166 (2.214570910535394) | > grad_norm_0: tensor(25.1720, device='cuda:0') (tensor(23.3540, device='cuda:0')) | > loss_gen: 2.744554281234741 (2.7681793325087614) | > loss_kl: 1.924052119255066 (1.726571327862255) | > loss_feat: 8.353659629821777 (8.31824864423211) | > loss_mel: 13.137065887451172 (13.385870454145623) | > loss_duration: 1.701242208480835 (1.6885035834847923) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.86057472229004 (27.88737334797089) | > grad_norm_1: tensor(379.6304, device='cuda:0') (tensor(477.6935, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8533 (0.849160624060401) | > loader_time: 0.0096 (0.009814665279286426)  --> TIME: 2025-05-10 05:45:11 -- STEP: 237/725 -- GLOBAL_STEP: 211400 | > loss_disc: 2.2678422927856445 (2.213932660058581) | > loss_disc_real_0: 0.1902511864900589 (0.14021098896672454) | > loss_disc_real_1: 0.21221713721752167 (0.19226654861043777) | > loss_disc_real_2: 0.18047630786895752 (0.19049180327336998) | > loss_disc_real_3: 0.23500676453113556 (0.20589514850061158) | > loss_disc_real_4: 0.21587395668029785 (0.19735751888922998) | > loss_disc_real_5: 0.2094484120607376 (0.20617634762188553) | > loss_0: 2.2678422927856445 (2.213932660058581) | > grad_norm_0: tensor(46.4684, device='cuda:0') (tensor(23.4548, device='cuda:0')) | > loss_gen: 2.8950414657592773 (2.7650380858892136) | > loss_kl: 1.9767591953277588 (1.7227082338011215) | > loss_feat: 8.543282508850098 (8.327490615442334) | > loss_mel: 14.700030326843262 (13.37461032545516) | > loss_duration: 1.6882240772247314 (1.68795999494786) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.80333709716797 (27.87780726308058) | > grad_norm_1: tensor(559.2447, device='cuda:0') (tensor(485.5932, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8171 (0.8513182487165876) | > loader_time: 0.0088 (0.009782188552341376)  --> TIME: 2025-05-10 05:45:54 -- STEP: 287/725 -- GLOBAL_STEP: 211450 | > loss_disc: 2.1132688522338867 (2.210951110627178) | > loss_disc_real_0: 0.12752637267112732 (0.14028354168249751) | > loss_disc_real_1: 0.2086031436920166 (0.19203176258540738) | > loss_disc_real_2: 0.1865847408771515 (0.19005285161920546) | > loss_disc_real_3: 0.20915444195270538 (0.20572025741641944) | > loss_disc_real_4: 0.2094801664352417 (0.1970084109684316) | > loss_disc_real_5: 0.18607725203037262 (0.20569765967566792) | > loss_0: 2.1132688522338867 (2.210951110627178) | > grad_norm_0: tensor(24.4762, device='cuda:0') (tensor(23.7849, device='cuda:0')) | > loss_gen: 2.8608040809631348 (2.7663828753428183) | > loss_kl: 1.7605549097061157 (1.7277684166040987) | > loss_feat: 9.116024017333984 (8.3190306670159) | > loss_mel: 13.958300590515137 (13.332114625060182) | > loss_duration: 1.7092204093933105 (1.6877066677871064) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.404905319213867 (27.833003333221328) | > grad_norm_1: tensor(860.6168, device='cuda:0') (tensor(484.7240, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8096 (0.8498907787043873) | > loader_time: 0.0097 (0.009724603712766426)  --> TIME: 2025-05-10 05:46:38 -- STEP: 337/725 -- GLOBAL_STEP: 211500 | > loss_disc: 2.126768112182617 (2.2116684050517557) | > loss_disc_real_0: 0.14412133395671844 (0.14042388504089157) | > loss_disc_real_1: 0.18155133724212646 (0.19229029357787056) | > loss_disc_real_2: 0.17068374156951904 (0.18977970450851267) | > loss_disc_real_3: 0.20292620360851288 (0.20515979928149666) | > loss_disc_real_4: 0.21731671690940857 (0.19702508285066847) | > loss_disc_real_5: 0.21188589930534363 (0.2059552966221857) | > loss_0: 2.126768112182617 (2.2116684050517557) | > grad_norm_0: tensor(28.7772, device='cuda:0') (tensor(23.7160, device='cuda:0')) | > loss_gen: 2.8883368968963623 (2.764356335829559) | > loss_kl: 1.6337871551513672 (1.7313862536710523) | > loss_feat: 8.760951042175293 (8.291934858090087) | > loss_mel: 13.965508460998535 (13.276787910687815) | > loss_duration: 1.679384469985962 (1.6870929296363355) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.927967071533203 (27.751558349111313) | > grad_norm_1: tensor(427.6512, device='cuda:0') (tensor(485.6190, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8784 (0.849961127300998) | > loader_time: 0.0105 (0.009742146783483485)  --> TIME: 2025-05-10 05:47:21 -- STEP: 387/725 -- GLOBAL_STEP: 211550 | > loss_disc: 2.2801666259765625 (2.2156398148499714) | > loss_disc_real_0: 0.16500210762023926 (0.14100322949408864) | > loss_disc_real_1: 0.19308997690677643 (0.19271348728690035) | > loss_disc_real_2: 0.1774982213973999 (0.1899835722622022) | > loss_disc_real_3: 0.1940842866897583 (0.20507666630338328) | > loss_disc_real_4: 0.2065064162015915 (0.1969867525020619) | > loss_disc_real_5: 0.23907846212387085 (0.20639098529975847) | > loss_0: 2.2801666259765625 (2.2156398148499714) | > grad_norm_0: tensor(30.4759, device='cuda:0') (tensor(23.4696, device='cuda:0')) | > loss_gen: 2.660994529724121 (2.7566988344956456) | > loss_kl: 1.530410885810852 (1.7318571488678611) | > loss_feat: 7.338711738586426 (8.248208047191602) | > loss_mel: 12.144637107849121 (13.229104387051681) | > loss_duration: 1.7875090837478638 (1.687469420815007) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.462265014648438 (27.653337902492947) | > grad_norm_1: tensor(524.4589, device='cuda:0') (tensor(484.2131, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8761 (0.8498076271333126) | > loader_time: 0.0096 (0.009715709883421271)  --> TIME: 2025-05-10 05:48:04 -- STEP: 437/725 -- GLOBAL_STEP: 211600 | > loss_disc: 2.2122838497161865 (2.2167127492498757) | > loss_disc_real_0: 0.13223138451576233 (0.14061439439688453) | > loss_disc_real_1: 0.17362423241138458 (0.19269074151799662) | > loss_disc_real_2: 0.18975509703159332 (0.18981944396239403) | > loss_disc_real_3: 0.1887446790933609 (0.2053370196500141) | > loss_disc_real_4: 0.1768135279417038 (0.1970949838922553) | > loss_disc_real_5: 0.23689554631710052 (0.20693947313442926) | > loss_0: 2.2122838497161865 (2.2167127492498757) | > grad_norm_0: tensor(26.7774, device='cuda:0') (tensor(23.3296, device='cuda:0')) | > loss_gen: 2.739257574081421 (2.7540612662684203) | > loss_kl: 1.4930591583251953 (1.7272923202754706) | > loss_feat: 8.48037338256836 (8.237151723158986) | > loss_mel: 13.576041221618652 (13.209355609640648) | > loss_duration: 1.650832176208496 (1.6871484305274842) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.939563751220703 (27.6150094082481) | > grad_norm_1: tensor(523.0429, device='cuda:0') (tensor(487.0018, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8909 (0.8496709399146946) | > loader_time: 0.01 (0.00972467647264423)  --> TIME: 2025-05-10 05:48:47 -- STEP: 487/725 -- GLOBAL_STEP: 211650 | > loss_disc: 2.280606269836426 (2.2177967325128325) | > loss_disc_real_0: 0.11894837766885757 (0.1412809038309102) | > loss_disc_real_1: 0.21176697313785553 (0.19288549735927973) | > loss_disc_real_2: 0.18953274190425873 (0.1898812530466664) | > loss_disc_real_3: 0.2058483362197876 (0.2052309302272738) | > loss_disc_real_4: 0.18108442425727844 (0.19726863775777131) | > loss_disc_real_5: 0.1709313988685608 (0.20683177008276354) | > loss_0: 2.280606269836426 (2.2177967325128325) | > grad_norm_0: tensor(14.3875, device='cuda:0') (tensor(23.7897, device='cuda:0')) | > loss_gen: 2.6026272773742676 (2.75524539085874) | > loss_kl: 1.697087049484253 (1.7232481865422684) | > loss_feat: 7.236176490783691 (8.24103918114726) | > loss_mel: 12.130252838134766 (13.233614917653295) | > loss_duration: 1.6591477394104004 (1.6877723983670652) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.32529067993164 (27.640920114223473) | > grad_norm_1: tensor(416.9869, device='cuda:0') (tensor(487.9646, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8074 (0.8492712201034263) | > loader_time: 0.0091 (0.009743769800393726)  --> TIME: 2025-05-10 05:49:30 -- STEP: 537/725 -- GLOBAL_STEP: 211700 | > loss_disc: 2.2450692653656006 (2.222236205745676) | > loss_disc_real_0: 0.1586112678050995 (0.1418995582524625) | > loss_disc_real_1: 0.2009122669696808 (0.19361950518143686) | > loss_disc_real_2: 0.2067471146583557 (0.19024035151444338) | > loss_disc_real_3: 0.20285990834236145 (0.20529697075125444) | > loss_disc_real_4: 0.15665943920612335 (0.19737096580380167) | > loss_disc_real_5: 0.20501397550106049 (0.20707402282586973) | > loss_0: 2.2450692653656006 (2.222236205745676) | > grad_norm_0: tensor(27.2641, device='cuda:0') (tensor(23.4425, device='cuda:0')) | > loss_gen: 2.6223113536834717 (2.7466005195674525) | > loss_kl: 1.6401714086532593 (1.7231289814304376) | > loss_feat: 7.687910556793213 (8.203698517889952) | > loss_mel: 12.767723083496094 (13.206991591711061) | > loss_duration: 1.7237426042556763 (1.6880134202026567) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.44186019897461 (27.568433072535907) | > grad_norm_1: tensor(467.9211, device='cuda:0') (tensor(485.7830, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8591 (0.8492387708560936) | > loader_time: 0.009 (0.009724496685148833)  --> TIME: 2025-05-10 05:50:14 -- STEP: 587/725 -- GLOBAL_STEP: 211750 | > loss_disc: 2.247506618499756 (2.2204260748939566) | > loss_disc_real_0: 0.14916369318962097 (0.14157779542713392) | > loss_disc_real_1: 0.1733102947473526 (0.1933248994754567) | > loss_disc_real_2: 0.21159808337688446 (0.19009174688305125) | > loss_disc_real_3: 0.24271756410598755 (0.20528539507514973) | > loss_disc_real_4: 0.20652741193771362 (0.1971413474117471) | > loss_disc_real_5: 0.2151704877614975 (0.20695836694825448) | > loss_0: 2.247506618499756 (2.2204260748939566) | > grad_norm_0: tensor(18.7838, device='cuda:0') (tensor(23.6299, device='cuda:0')) | > loss_gen: 2.8926444053649902 (2.748568651014131) | > loss_kl: 1.8682103157043457 (1.7252760857495992) | > loss_feat: 7.915833950042725 (8.211308537796777) | > loss_mel: 12.770654678344727 (13.210733959581415) | > loss_duration: 1.667394757270813 (1.6876555423314157) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.11473846435547 (27.583542799421622) | > grad_norm_1: tensor(571.2053, device='cuda:0') (tensor(488.3484, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8452 (0.8499047792749879) | > loader_time: 0.0098 (0.009743608039323058)  --> TIME: 2025-05-10 05:50:57 -- STEP: 637/725 -- GLOBAL_STEP: 211800 | > loss_disc: 2.2247705459594727 (2.2217777673640455) | > loss_disc_real_0: 0.13554315268993378 (0.14176005636176658) | > loss_disc_real_1: 0.1873222142457962 (0.19331859105984503) | > loss_disc_real_2: 0.175435408949852 (0.18998663784757705) | > loss_disc_real_3: 0.21797485649585724 (0.20547040625587915) | > loss_disc_real_4: 0.19875092804431915 (0.19741962400953672) | > loss_disc_real_5: 0.2379998117685318 (0.2070983558706063) | > loss_0: 2.2247705459594727 (2.2217777673640455) | > grad_norm_0: tensor(19.1551, device='cuda:0') (tensor(23.7600, device='cuda:0')) | > loss_gen: 2.699380397796631 (2.74574159191018) | > loss_kl: 1.9232157468795776 (1.726779878420209) | > loss_feat: 7.093996524810791 (8.195362454119433) | > loss_mel: 11.641796112060547 (13.1989972026232) | > loss_duration: 1.6565802097320557 (1.6874215093849212) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.014968872070312 (27.55430264974501) | > grad_norm_1: tensor(445.3688, device='cuda:0') (tensor(491.5243, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8448 (0.8499543187756742) | > loader_time: 0.0105 (0.009747045567870313)  --> TIME: 2025-05-10 05:51:40 -- STEP: 687/725 -- GLOBAL_STEP: 211850 | > loss_disc: 2.2552266120910645 (2.2200906071947464) | > loss_disc_real_0: 0.14689895510673523 (0.14112970560485452) | > loss_disc_real_1: 0.20699627697467804 (0.19320989657177168) | > loss_disc_real_2: 0.20050840079784393 (0.18988991139410547) | > loss_disc_real_3: 0.1862255036830902 (0.20539774195856395) | > loss_disc_real_4: 0.18291603028774261 (0.19738796257903318) | > loss_disc_real_5: 0.23420466482639313 (0.20676576759357126) | > loss_0: 2.2552266120910645 (2.2200906071947464) | > grad_norm_0: tensor(17.9191, device='cuda:0') (tensor(23.7754, device='cuda:0')) | > loss_gen: 2.8203439712524414 (2.7487809314477927) | > loss_kl: 1.7743275165557861 (1.7283859180050654) | > loss_feat: 8.303267478942871 (8.210534944631481) | > loss_mel: 12.71766185760498 (13.21709184077455) | > loss_duration: 1.6889407634735107 (1.6873264186073418) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.304540634155273 (27.592120085914758) | > grad_norm_1: tensor(595.8694, device='cuda:0') (tensor(495.1733, device='cuda:0')) | > current_lr_0: 0.00019438011256048564 | > current_lr_1: 0.00019438011256048564 | > step_time: 0.8638 (0.8494139595670299) | > loader_time: 0.0102 (0.009769151651529575)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.347214698791504 (2.347214698791504) | > loss_disc_real_0: 0.24241964519023895 (0.24241964519023895) | > loss_disc_real_1: 0.1793779581785202 (0.1793779581785202) | > loss_disc_real_2: 0.2504751682281494 (0.2504751682281494) | > loss_disc_real_3: 0.2229490578174591 (0.2229490578174591) | > loss_disc_real_4: 0.23446106910705566 (0.23446106910705566) | > loss_disc_real_5: 0.24178726971149445 (0.24178726971149445) | > loss_0: 2.347214698791504 (2.347214698791504) | > loss_gen: 2.8638622760772705 (2.8638622760772705) | > loss_kl: 2.0418295860290527 (2.0418295860290527) | > loss_feat: 8.254903793334961 (8.254903793334961) | > loss_mel: 13.656972885131836 (13.656972885131836) | > loss_duration: 1.7064886093139648 (1.7064886093139648) | > loss_1: 28.524059295654297 (28.524059295654297)  --> STEP: 1 | > loss_disc: 2.387577533721924 (2.387577533721924) | > loss_disc_real_0: 0.2434382289648056 (0.2434382289648056) | > loss_disc_real_1: 0.1758420616388321 (0.1758420616388321) | > loss_disc_real_2: 0.23143595457077026 (0.23143595457077026) | > loss_disc_real_3: 0.23003444075584412 (0.23003444075584412) | > loss_disc_real_4: 0.20861363410949707 (0.20861363410949707) | > loss_disc_real_5: 0.245006263256073 (0.245006263256073) | > loss_0: 2.387577533721924 (2.387577533721924) | > loss_gen: 2.653456211090088 (2.653456211090088) | > loss_kl: 1.9185093641281128 (1.9185093641281128) | > loss_feat: 7.295661926269531 (7.295661926269531) | > loss_mel: 13.325448989868164 (13.325448989868164) | > loss_duration: 1.825664758682251 (1.825664758682251) | > loss_1: 27.018739700317383 (27.018739700317383)  --> STEP: 2 | > loss_disc: 2.421273708343506 (2.404425621032715) | > loss_disc_real_0: 0.26504042744636536 (0.2542393282055855) | > loss_disc_real_1: 0.1887991726398468 (0.18232061713933945) | > loss_disc_real_2: 0.23944289982318878 (0.23543942719697952) | > loss_disc_real_3: 0.22505030035972595 (0.22754237055778503) | > loss_disc_real_4: 0.22331495583057404 (0.21596429497003555) | > loss_disc_real_5: 0.23813462257385254 (0.24157044291496277) | > loss_0: 2.421273708343506 (2.404425621032715) | > loss_gen: 2.6432087421417236 (2.6483324766159058) | > loss_kl: 1.8447331190109253 (1.881621241569519) | > loss_feat: 6.635489463806152 (6.965575695037842) | > loss_mel: 12.1372709274292 (12.731359958648682) | > loss_duration: 1.8411216735839844 (1.8333932161331177) | > loss_1: 25.101823806762695 (26.06028175354004)  --> STEP: 3 | > loss_disc: 2.431833028793335 (2.4135614236195884) | > loss_disc_real_0: 0.2728828489780426 (0.26045383512973785) | > loss_disc_real_1: 0.18854866921901703 (0.18439663449923197) | > loss_disc_real_2: 0.24882595241069794 (0.239901602268219) | > loss_disc_real_3: 0.22345063090324402 (0.2261784573396047) | > loss_disc_real_4: 0.23601238429546356 (0.22264699141184488) | > loss_disc_real_5: 0.2437981218099594 (0.24231300254662833) | > loss_0: 2.431833028793335 (2.4135614236195884) | > loss_gen: 2.783449649810791 (2.693371534347534) | > loss_kl: 1.9723598957061768 (1.9118674596150715) | > loss_feat: 7.265796661376953 (7.065649350484212) | > loss_mel: 12.496498107910156 (12.653072675069174) | > loss_duration: 1.8074095249176025 (1.824731985727946) | > loss_1: 26.325511932373047 (26.148691813151043)  --> STEP: 4 | > loss_disc: 2.4097514152526855 (2.4126089215278625) | > loss_disc_real_0: 0.28844499588012695 (0.26745162531733513) | > loss_disc_real_1: 0.189808651804924 (0.18574963882565498) | > loss_disc_real_2: 0.23132222890853882 (0.23775675892829895) | > loss_disc_real_3: 0.2202606350183487 (0.2246990017592907) | > loss_disc_real_4: 0.22935637831687927 (0.22432433813810349) | > loss_disc_real_5: 0.27745214104652405 (0.25109778717160225) | > loss_0: 2.4097514152526855 (2.4126089215278625) | > loss_gen: 2.874469041824341 (2.738645911216736) | > loss_kl: 1.9754325151443481 (1.9277587234973907) | > loss_feat: 8.079374313354492 (7.319080591201782) | > loss_mel: 13.872513771057129 (12.957932949066162) | > loss_duration: 1.7557673454284668 (1.8074908256530762) | > loss_1: 28.557558059692383 (26.750908374786377) --> EVAL PERFORMANCE | > avg_loader_time: 0.2800975441932678 (+0.002965092658996582) | > avg_loss_disc: 2.4126089215278625 (+0.09915900230407715) | > avg_loss_disc_real_0: 0.26745162531733513 (+0.1357185449451208) | > avg_loss_disc_real_1: 0.18574963882565498 (-0.07205036282539368) | > avg_loss_disc_real_2: 0.23775675892829895 (+0.007191244512796402) | > avg_loss_disc_real_3: 0.2246990017592907 (+0.03077859804034233) | > avg_loss_disc_real_4: 0.22432433813810349 (-0.0178958922624588) | > avg_loss_disc_real_5: 0.25109778717160225 (+0.025616396218538284) | > avg_loss_0: 2.4126089215278625 (+0.09915900230407715) | > avg_loss_gen: 2.738645911216736 (-0.02736186981201172) | > avg_loss_kl: 1.9277587234973907 (-0.12230899930000305) | > avg_loss_feat: 7.319080591201782 (-0.5675873756408691) | > avg_loss_mel: 12.957932949066162 (-0.29665160179138184) | > avg_loss_duration: 1.8074908256530762 (+0.015291750431060791) | > avg_loss_1: 26.750908374786377 (-0.998619556427002)  > EPOCH: 229/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 05:52:19)   --> TIME: 2025-05-10 05:52:31 -- STEP: 12/725 -- GLOBAL_STEP: 211900 | > loss_disc: 2.3397483825683594 (2.2291658322016397) | > loss_disc_real_0: 0.24807918071746826 (0.1577718152354161) | > loss_disc_real_1: 0.23189593851566315 (0.1972324475646019) | > loss_disc_real_2: 0.20100364089012146 (0.19004065791765848) | > loss_disc_real_3: 0.249091237783432 (0.21085839966932932) | > loss_disc_real_4: 0.19483289122581482 (0.19705510139465332) | > loss_disc_real_5: 0.2322704941034317 (0.19965972751379013) | > loss_0: 2.3397483825683594 (2.2291658322016397) | > grad_norm_0: tensor(55.5288, device='cuda:0') (tensor(33.0993, device='cuda:0')) | > loss_gen: 2.9391849040985107 (2.8635810812314353) | > loss_kl: 1.6941286325454712 (1.7649953762690227) | > loss_feat: 9.564620018005371 (8.614242196083069) | > loss_mel: 14.514305114746094 (13.8145911693573) | > loss_duration: 1.7032949924468994 (1.6889861126740773) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.4155330657959 (28.74639622370402) | > grad_norm_1: tensor(907.2348, device='cuda:0') (tensor(589.8716, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8357 (0.834294339021047) | > loader_time: 0.0088 (0.009448389212290445)  --> TIME: 2025-05-10 05:53:14 -- STEP: 62/725 -- GLOBAL_STEP: 211950 | > loss_disc: 2.363572597503662 (2.219583422906938) | > loss_disc_real_0: 0.279010534286499 (0.14608059102489102) | > loss_disc_real_1: 0.1844063103199005 (0.19328487111676124) | > loss_disc_real_2: 0.22744622826576233 (0.18978114714545588) | > loss_disc_real_3: 0.22589769959449768 (0.2072298175865604) | > loss_disc_real_4: 0.186152383685112 (0.19700840235717834) | > loss_disc_real_5: 0.22980298101902008 (0.20364379570368799) | > loss_0: 2.363572597503662 (2.219583422906938) | > grad_norm_0: tensor(43.6847, device='cuda:0') (tensor(29.5666, device='cuda:0')) | > loss_gen: 2.617220640182495 (2.7882458086936706) | > loss_kl: 1.6882673501968384 (1.7375947756152) | > loss_feat: 7.337575435638428 (8.344790051060341) | > loss_mel: 12.171597480773926 (13.428789015739195) | > loss_duration: 1.713973045349121 (1.680878827648778) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.52863311767578 (27.980298380697928) | > grad_norm_1: tensor(530.7311, device='cuda:0') (tensor(550.6750, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8457 (0.8483158349990845) | > loader_time: 0.0102 (0.009984593237600023)  --> TIME: 2025-05-10 05:53:57 -- STEP: 112/725 -- GLOBAL_STEP: 212000 | > loss_disc: 2.333456516265869 (2.2240439376660763) | > loss_disc_real_0: 0.19016975164413452 (0.14277061281193576) | > loss_disc_real_1: 0.1940537989139557 (0.19300199073872396) | > loss_disc_real_2: 0.19618839025497437 (0.1903582060975688) | > loss_disc_real_3: 0.23175939917564392 (0.20734990574419498) | > loss_disc_real_4: 0.1997745782136917 (0.1981618758291006) | > loss_disc_real_5: 0.2299599051475525 (0.2037168944786702) | > loss_0: 2.333456516265869 (2.2240439376660763) | > grad_norm_0: tensor(33.8041, device='cuda:0') (tensor(27.9676, device='cuda:0')) | > loss_gen: 2.738259792327881 (2.753425263932774) | > loss_kl: 1.6976242065429688 (1.7402520829013415) | > loss_feat: 7.144498825073242 (8.156164194856373) | > loss_mel: 11.356515884399414 (13.208362340927124) | > loss_duration: 1.6777386665344238 (1.6842466592788696) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.61463737487793 (27.542450513158524) | > grad_norm_1: tensor(504.1191, device='cuda:0') (tensor(555.0234, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8178 (0.8480615871293206) | > loader_time: 0.0092 (0.009948302592550001) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_212000.pth  --> TIME: 2025-05-10 05:54:43 -- STEP: 162/725 -- GLOBAL_STEP: 212050 | > loss_disc: 2.163661479949951 (2.2260877041169165) | > loss_disc_real_0: 0.10364405065774918 (0.14210597260130775) | > loss_disc_real_1: 0.16847720742225647 (0.19307141677464967) | > loss_disc_real_2: 0.17988121509552002 (0.19014532578948096) | > loss_disc_real_3: 0.191730797290802 (0.20672759551692893) | > loss_disc_real_4: 0.17498250305652618 (0.1988676552787239) | > loss_disc_real_5: 0.21342015266418457 (0.20513527389661765) | > loss_0: 2.163661479949951 (2.2260877041169165) | > grad_norm_0: tensor(25.0089, device='cuda:0') (tensor(26.4942, device='cuda:0')) | > loss_gen: 2.688595771789551 (2.747356712082286) | > loss_kl: 1.7877637147903442 (1.736780686143004) | > loss_feat: 8.316546440124512 (8.189515817312556) | > loss_mel: 13.831594467163086 (13.226885618986907) | > loss_duration: 1.6405274868011475 (1.6857123352863166) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.26502799987793 (27.586251141112523) | > grad_norm_1: tensor(672.7770, device='cuda:0') (tensor(546.3446, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8287 (0.8471291079933264) | > loader_time: 0.0097 (0.009992157971417462)  --> TIME: 2025-05-10 05:55:27 -- STEP: 212/725 -- GLOBAL_STEP: 212100 | > loss_disc: 2.315560817718506 (2.2273604487473113) | > loss_disc_real_0: 0.22712251543998718 (0.14198366506903798) | > loss_disc_real_1: 0.1944180428981781 (0.19345676582658067) | > loss_disc_real_2: 0.20233535766601562 (0.19109127312055163) | > loss_disc_real_3: 0.2164878398180008 (0.20585019450705005) | > loss_disc_real_4: 0.21558327972888947 (0.1988523096408484) | > loss_disc_real_5: 0.2402835488319397 (0.20578293375811488) | > loss_0: 2.315560817718506 (2.2273604487473113) | > grad_norm_0: tensor(46.6123, device='cuda:0') (tensor(25.7313, device='cuda:0')) | > loss_gen: 2.9106810092926025 (2.745766882626516) | > loss_kl: 1.674864411354065 (1.7331596449860986) | > loss_feat: 8.857885360717773 (8.175335209324675) | > loss_mel: 13.968001365661621 (13.21030953245343) | > loss_duration: 1.683843970298767 (1.6851932069040692) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.09527587890625 (27.549764453240158) | > grad_norm_1: tensor(579.8448, device='cuda:0') (tensor(536.5125, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8477 (0.8518618615168448) | > loader_time: 0.012 (0.01011391518250952)  --> TIME: 2025-05-10 05:56:10 -- STEP: 262/725 -- GLOBAL_STEP: 212150 | > loss_disc: 2.189828872680664 (2.22391343844756) | > loss_disc_real_0: 0.1506670117378235 (0.14088406919978047) | > loss_disc_real_1: 0.18918900191783905 (0.19357636963365643) | > loss_disc_real_2: 0.18179143965244293 (0.1906951160831305) | > loss_disc_real_3: 0.20358043909072876 (0.20573727923040172) | > loss_disc_real_4: 0.16752387583255768 (0.19842510306425676) | > loss_disc_real_5: 0.21297772228717804 (0.2055582620829116) | > loss_0: 2.189828872680664 (2.22391343844756) | > grad_norm_0: tensor(21.3484, device='cuda:0') (tensor(25.1213, device='cuda:0')) | > loss_gen: 2.869568347930908 (2.746949455210271) | > loss_kl: 1.6583521366119385 (1.730496825152681) | > loss_feat: 8.102522850036621 (8.192195537436103) | > loss_mel: 14.384397506713867 (13.220321342235303) | > loss_duration: 1.6832083463668823 (1.685604134588751) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.698047637939453 (27.575567281883178) | > grad_norm_1: tensor(144.7051, device='cuda:0') (tensor(526.0192, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8863 (0.8509230240610722) | > loader_time: 0.0101 (0.010197940673536934)  --> TIME: 2025-05-10 05:56:53 -- STEP: 312/725 -- GLOBAL_STEP: 212200 | > loss_disc: 2.2124273777008057 (2.2236690284349994) | > loss_disc_real_0: 0.1739875078201294 (0.14108672535094688) | > loss_disc_real_1: 0.17215603590011597 (0.19345466974071968) | > loss_disc_real_2: 0.18706753849983215 (0.1906477028551775) | > loss_disc_real_3: 0.2079181969165802 (0.20565541570958418) | > loss_disc_real_4: 0.2038167417049408 (0.19859109217157725) | > loss_disc_real_5: 0.18641984462738037 (0.20544153905640813) | > loss_0: 2.2124273777008057 (2.2236690284349994) | > grad_norm_0: tensor(38.1050, device='cuda:0') (tensor(25.5135, device='cuda:0')) | > loss_gen: 2.7498934268951416 (2.7486239243776365) | > loss_kl: 1.769783616065979 (1.7309671617471252) | > loss_feat: 8.431039810180664 (8.188737971660418) | > loss_mel: 14.169408798217773 (13.206481083845487) | > loss_duration: 1.656718373298645 (1.6842109026053014) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.776844024658203 (27.559021063340015) | > grad_norm_1: tensor(454.2764, device='cuda:0') (tensor(518.4564, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8445 (0.8500346541404727) | > loader_time: 0.01 (0.010224312543869024)  --> TIME: 2025-05-10 05:57:36 -- STEP: 362/725 -- GLOBAL_STEP: 212250 | > loss_disc: 2.2093796730041504 (2.2261187108182128) | > loss_disc_real_0: 0.14134308695793152 (0.14146196817495538) | > loss_disc_real_1: 0.18859121203422546 (0.19396759647855444) | > loss_disc_real_2: 0.20728079974651337 (0.1906935778441351) | > loss_disc_real_3: 0.2140098512172699 (0.20598639543708516) | > loss_disc_real_4: 0.18775373697280884 (0.19839775726940084) | > loss_disc_real_5: 0.18141794204711914 (0.20586769163443902) | > loss_0: 2.2093796730041504 (2.2261187108182128) | > grad_norm_0: tensor(23.2877, device='cuda:0') (tensor(25.3440, device='cuda:0')) | > loss_gen: 2.769970417022705 (2.745583178588698) | > loss_kl: 1.83395254611969 (1.7297098758470943) | > loss_feat: 8.407081604003906 (8.1735352468754) | > loss_mel: 13.461885452270508 (13.194145618881315) | > loss_duration: 1.6306076049804688 (1.6831495146066444) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.103496551513672 (27.526123473657428) | > grad_norm_1: tensor(129.0126, device='cuda:0') (tensor(516.7496, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8486 (0.8504743826323454) | > loader_time: 0.0118 (0.010301641996394205)  --> TIME: 2025-05-10 05:58:20 -- STEP: 412/725 -- GLOBAL_STEP: 212300 | > loss_disc: 2.290454626083374 (2.225176787492142) | > loss_disc_real_0: 0.15106718242168427 (0.14194955186719452) | > loss_disc_real_1: 0.19277909398078918 (0.19383370666538627) | > loss_disc_real_2: 0.19523535668849945 (0.1905182062205181) | > loss_disc_real_3: 0.21978630125522614 (0.20588274763047115) | > loss_disc_real_4: 0.2059057503938675 (0.19814106398849804) | > loss_disc_real_5: 0.2014656811952591 (0.20574574997124165) | > loss_0: 2.290454626083374 (2.225176787492142) | > grad_norm_0: tensor(18.7287, device='cuda:0') (tensor(25.2354, device='cuda:0')) | > loss_gen: 2.617626190185547 (2.744404277755218) | > loss_kl: 1.744529366493225 (1.7309422385924067) | > loss_feat: 7.299143314361572 (8.173416694391126) | > loss_mel: 12.088873863220215 (13.17383571735864) | > loss_duration: 1.6932592391967773 (1.6835628852103521) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.443431854248047 (27.50616184253137) | > grad_norm_1: tensor(322.2414, device='cuda:0') (tensor(508.6902, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.854 (0.8506650045080095) | > loader_time: 0.01 (0.010389248144279406)  --> TIME: 2025-05-10 05:59:03 -- STEP: 462/725 -- GLOBAL_STEP: 212350 | > loss_disc: 2.107872486114502 (2.225412682021337) | > loss_disc_real_0: 0.15235239267349243 (0.14253555247922992) | > loss_disc_real_1: 0.18956270813941956 (0.1938355801489962) | > loss_disc_real_2: 0.18038927018642426 (0.19045878133990554) | > loss_disc_real_3: 0.20164357125759125 (0.2056570208240381) | > loss_disc_real_4: 0.175033837556839 (0.1981192909148864) | > loss_disc_real_5: 0.18207786977291107 (0.20562556863347176) | > loss_0: 2.107872486114502 (2.225412682021337) | > grad_norm_0: tensor(18.0109, device='cuda:0') (tensor(25.2232, device='cuda:0')) | > loss_gen: 2.7855067253112793 (2.743629207342733) | > loss_kl: 1.7294464111328125 (1.7290483042275233) | > loss_feat: 8.269722938537598 (8.171911120930803) | > loss_mel: 12.680166244506836 (13.17775612992126) | > loss_duration: 1.7145694494247437 (1.6835647344073177) | > amp_scaler: 256.0 (256.5541125541126) | > loss_1: 27.179412841796875 (27.505909539920427) | > grad_norm_1: tensor(517.5921, device='cuda:0') (tensor(500.4131, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.7899 (0.8504574546566259) | > loader_time: 0.0099 (0.010467094260376768)  --> TIME: 2025-05-10 05:59:46 -- STEP: 512/725 -- GLOBAL_STEP: 212400 | > loss_disc: 2.126232624053955 (2.223500022664668) | > loss_disc_real_0: 0.09488434344530106 (0.14188587442913553) | > loss_disc_real_1: 0.18301652371883392 (0.1934103509702254) | > loss_disc_real_2: 0.1820552498102188 (0.19015673425747087) | > loss_disc_real_3: 0.16609136760234833 (0.2057807401579339) | > loss_disc_real_4: 0.18938274681568146 (0.19826754476525815) | > loss_disc_real_5: 0.16981440782546997 (0.205905065900879) | > loss_0: 2.126232624053955 (2.223500022664668) | > grad_norm_0: tensor(14.3859, device='cuda:0') (tensor(25.1506, device='cuda:0')) | > loss_gen: 2.818356990814209 (2.744960356038063) | > loss_kl: 1.7713147401809692 (1.7284742058254776) | > loss_feat: 8.930553436279297 (8.180987804196793) | > loss_mel: 14.475635528564453 (13.19508852809668) | > loss_duration: 1.635604977607727 (1.6843428129795939) | > amp_scaler: 256.0 (256.4999999999997) | > loss_1: 29.631465911865234 (27.533853765577078) | > grad_norm_1: tensor(505.8343, device='cuda:0') (tensor(501.7044, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8516 (0.850131521932781) | > loader_time: 0.0134 (0.010557185858488083)  --> TIME: 2025-05-10 06:00:29 -- STEP: 562/725 -- GLOBAL_STEP: 212450 | > loss_disc: 2.1780917644500732 (2.2224766919621386) | > loss_disc_real_0: 0.16543985903263092 (0.14170309707681475) | > loss_disc_real_1: 0.15047818422317505 (0.1933520604123849) | > loss_disc_real_2: 0.16400371491909027 (0.19033218342214298) | > loss_disc_real_3: 0.18348124623298645 (0.20572640810466747) | > loss_disc_real_4: 0.18606330454349518 (0.19789948481469807) | > loss_disc_real_5: 0.23028504848480225 (0.2058703232543325) | > loss_0: 2.1780917644500732 (2.2224766919621386) | > grad_norm_0: tensor(12.8962, device='cuda:0') (tensor(25.1069, device='cuda:0')) | > loss_gen: 2.7575926780700684 (2.7472037068465425) | > loss_kl: 1.6371945142745972 (1.729924984674012) | > loss_feat: 8.290473937988281 (8.197137353259064) | > loss_mel: 12.07384204864502 (13.22027191318227) | > loss_duration: 1.6543877124786377 (1.6845394778081955) | > amp_scaler: 256.0 (256.45551601423455) | > loss_1: 26.41349220275879 (27.5790775136167) | > grad_norm_1: tensor(333.6919, device='cuda:0') (tensor(506.0896, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8957 (0.8505464283172772) | > loader_time: 0.0118 (0.010594317921540069)  --> TIME: 2025-05-10 06:01:13 -- STEP: 612/725 -- GLOBAL_STEP: 212500 | > loss_disc: 2.3088345527648926 (2.2244711257273866) | > loss_disc_real_0: 0.12638020515441895 (0.14166783285783774) | > loss_disc_real_1: 0.22477421164512634 (0.19381366979355133) | > loss_disc_real_2: 0.21017640829086304 (0.19045556643429928) | > loss_disc_real_3: 0.20208019018173218 (0.20589335776524606) | > loss_disc_real_4: 0.21470442414283752 (0.19799579037170786) | > loss_disc_real_5: 0.23241399228572845 (0.20608279491269516) | > loss_0: 2.3088345527648926 (2.2244711257273866) | > grad_norm_0: tensor(8.9870, device='cuda:0') (tensor(24.7490, device='cuda:0')) | > loss_gen: 2.74741268157959 (2.7435115030388424) | > loss_kl: 1.6915414333343506 (1.7316416071520908) | > loss_feat: 7.937856674194336 (8.176015473658762) | > loss_mel: 13.668500900268555 (13.196477581472964) | > loss_duration: 1.6107590198516846 (1.6842176655149148) | > amp_scaler: 256.0 (256.41830065359443) | > loss_1: 27.656070709228516 (27.531863923166306) | > grad_norm_1: tensor(469.9787, device='cuda:0') (tensor(504.9016, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.815 (0.8510432348531837) | > loader_time: 0.0105 (0.010669137527740081)  --> TIME: 2025-05-10 06:01:56 -- STEP: 662/725 -- GLOBAL_STEP: 212550 | > loss_disc: 2.385547637939453 (2.2253060733443673) | > loss_disc_real_0: 0.17108508944511414 (0.14234177572399453) | > loss_disc_real_1: 0.20114648342132568 (0.19372790824520636) | > loss_disc_real_2: 0.19474275410175323 (0.19037379398716908) | > loss_disc_real_3: 0.192510187625885 (0.2058675391571399) | > loss_disc_real_4: 0.21525853872299194 (0.19818090651960893) | > loss_disc_real_5: 0.21986092627048492 (0.2059593032539072) | > loss_0: 2.385547637939453 (2.2253060733443673) | > grad_norm_0: tensor(32.4911, device='cuda:0') (tensor(24.9869, device='cuda:0')) | > loss_gen: 2.493906259536743 (2.743085421464235) | > loss_kl: 1.7516664266586304 (1.730585396289825) | > loss_feat: 6.875778675079346 (8.165539122780304) | > loss_mel: 12.910648345947266 (13.191039189111079) | > loss_duration: 1.7044316530227661 (1.6847359339996406) | > amp_scaler: 256.0 (256.38670694864027) | > loss_1: 25.736431121826172 (27.514985145038704) | > grad_norm_1: tensor(557.3004, device='cuda:0') (tensor(503.7101, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8758 (0.8503434661652028) | > loader_time: 0.0113 (0.010698534570791932)  --> TIME: 2025-05-10 06:02:39 -- STEP: 712/725 -- GLOBAL_STEP: 212600 | > loss_disc: 2.0861361026763916 (2.2247026597850783) | > loss_disc_real_0: 0.13709710538387299 (0.14211790220749165) | > loss_disc_real_1: 0.18432188034057617 (0.19374512364104235) | > loss_disc_real_2: 0.18076743185520172 (0.19034510576741756) | > loss_disc_real_3: 0.2252628654241562 (0.2057365352141388) | > loss_disc_real_4: 0.17702633142471313 (0.19819548544003052) | > loss_disc_real_5: 0.17482684552669525 (0.20591700474700242) | > loss_0: 2.0861361026763916 (2.2247026597850783) | > grad_norm_0: tensor(16.3617, device='cuda:0') (tensor(24.7241, device='cuda:0')) | > loss_gen: 2.8574905395507812 (2.743047658647044) | > loss_kl: 1.8046228885650635 (1.7329647433891722) | > loss_feat: 9.261799812316895 (8.16869108060774) | > loss_mel: 14.901579856872559 (13.193010966429558) | > loss_duration: 1.6879782676696777 (1.6845239206646265) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 30.513471603393555 (27.522238447425067) | > grad_norm_1: tensor(212.8288, device='cuda:0') (tensor(500.6549, device='cuda:0')) | > current_lr_0: 0.00019435581504641556 | > current_lr_1: 0.00019435581504641556 | > step_time: 0.8099 (0.8501638472080232) | > loader_time: 0.012 (0.01072767008556409)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.247556686401367 (2.247556686401367) | > loss_disc_real_0: 0.14525286853313446 (0.14525286853313446) | > loss_disc_real_1: 0.25446173548698425 (0.25446173548698425) | > loss_disc_real_2: 0.1787295937538147 (0.1787295937538147) | > loss_disc_real_3: 0.2244213968515396 (0.2244213968515396) | > loss_disc_real_4: 0.27314624190330505 (0.27314624190330505) | > loss_disc_real_5: 0.25289279222488403 (0.25289279222488403) | > loss_0: 2.247556686401367 (2.247556686401367) | > loss_gen: 2.944683790206909 (2.944683790206909) | > loss_kl: 2.205057382583618 (2.205057382583618) | > loss_feat: 9.038579940795898 (9.038579940795898) | > loss_mel: 14.822965621948242 (14.822965621948242) | > loss_duration: 1.6914008855819702 (1.6914008855819702) | > loss_1: 30.702686309814453 (30.702686309814453)  --> STEP: 1 | > loss_disc: 2.284940004348755 (2.284940004348755) | > loss_disc_real_0: 0.1351899802684784 (0.1351899802684784) | > loss_disc_real_1: 0.23556752502918243 (0.23556752502918243) | > loss_disc_real_2: 0.17422272264957428 (0.17422272264957428) | > loss_disc_real_3: 0.23156410455703735 (0.23156410455703735) | > loss_disc_real_4: 0.2665441036224365 (0.2665441036224365) | > loss_disc_real_5: 0.2454332858324051 (0.2454332858324051) | > loss_0: 2.284940004348755 (2.284940004348755) | > loss_gen: 2.774646043777466 (2.774646043777466) | > loss_kl: 2.143465042114258 (2.143465042114258) | > loss_feat: 8.008780479431152 (8.008780479431152) | > loss_mel: 14.021476745605469 (14.021476745605469) | > loss_duration: 1.7816579341888428 (1.7816579341888428) | > loss_1: 28.730026245117188 (28.730026245117188)  --> STEP: 2 | > loss_disc: 2.3460748195648193 (2.315507411956787) | > loss_disc_real_0: 0.1477988064289093 (0.14149439334869385) | > loss_disc_real_1: 0.25386789441108704 (0.24471770972013474) | > loss_disc_real_2: 0.17333221435546875 (0.17377746850252151) | > loss_disc_real_3: 0.21511130034923553 (0.22333770245313644) | > loss_disc_real_4: 0.261771023273468 (0.26415756344795227) | > loss_disc_real_5: 0.23548874258995056 (0.24046101421117783) | > loss_0: 2.3460748195648193 (2.315507411956787) | > loss_gen: 2.640024185180664 (2.707335114479065) | > loss_kl: 2.0098204612731934 (2.0766427516937256) | > loss_feat: 7.820705890655518 (7.914743185043335) | > loss_mel: 13.322494506835938 (13.671985626220703) | > loss_duration: 1.843432903289795 (1.8125454187393188) | > loss_1: 27.636478424072266 (28.183252334594727)  --> STEP: 3 | > loss_disc: 2.247502326965332 (2.2928390502929688) | > loss_disc_real_0: 0.14222420752048492 (0.14173766473929086) | > loss_disc_real_1: 0.23448646068572998 (0.24130729337533316) | > loss_disc_real_2: 0.1668177843093872 (0.17145757377147675) | > loss_disc_real_3: 0.20688143372535706 (0.21785227954387665) | > loss_disc_real_4: 0.2553272545337677 (0.26121412714322406) | > loss_disc_real_5: 0.21191702783107758 (0.23094635208447775) | > loss_0: 2.247502326965332 (2.2928390502929688) | > loss_gen: 2.7255077362060547 (2.713392655054728) | > loss_kl: 2.0793328285217285 (2.0775394439697266) | > loss_feat: 8.154053688049316 (7.994513352711995) | > loss_mel: 14.595205307006836 (13.97972551981608) | > loss_duration: 1.82941472530365 (1.8181685209274292) | > loss_1: 29.383514404296875 (28.58333969116211)  --> STEP: 4 | > loss_disc: 2.380784034729004 (2.3148252964019775) | > loss_disc_real_0: 0.13776859641075134 (0.140745397657156) | > loss_disc_real_1: 0.2394152134656906 (0.24083427339792252) | > loss_disc_real_2: 0.174394890666008 (0.17219190299510956) | > loss_disc_real_3: 0.21336114406585693 (0.21672949567437172) | > loss_disc_real_4: 0.2411518543958664 (0.25619855895638466) | > loss_disc_real_5: 0.2383308857679367 (0.23279248550534248) | > loss_0: 2.380784034729004 (2.3148252964019775) | > loss_gen: 2.4785351753234863 (2.6546782851219177) | > loss_kl: 2.269979476928711 (2.1256494522094727) | > loss_feat: 6.504629135131836 (7.622042298316956) | > loss_mel: 12.032963752746582 (13.493035078048706) | > loss_duration: 1.7609641551971436 (1.8038674294948578) | > loss_1: 25.047069549560547 (27.69927215576172) --> EVAL PERFORMANCE | > avg_loader_time: 0.2807324528694153 (+0.0006349086761474609) | > avg_loss_disc: 2.3148252964019775 (-0.09778362512588501) | > avg_loss_disc_real_0: 0.140745397657156 (-0.12670622766017914) | > avg_loss_disc_real_1: 0.24083427339792252 (+0.05508463457226753) | > avg_loss_disc_real_2: 0.17219190299510956 (-0.06556485593318939) | > avg_loss_disc_real_3: 0.21672949567437172 (-0.007969506084918976) | > avg_loss_disc_real_4: 0.25619855895638466 (+0.031874220818281174) | > avg_loss_disc_real_5: 0.23279248550534248 (-0.018305301666259766) | > avg_loss_0: 2.3148252964019775 (-0.09778362512588501) | > avg_loss_gen: 2.6546782851219177 (-0.08396762609481812) | > avg_loss_kl: 2.1256494522094727 (+0.1978907287120819) | > avg_loss_feat: 7.622042298316956 (+0.30296170711517334) | > avg_loss_mel: 13.493035078048706 (+0.535102128982544) | > avg_loss_duration: 1.8038674294948578 (-0.003623396158218384) | > avg_loss_1: 27.69927215576172 (+0.9483637809753418)  > EPOCH: 230/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 06:02:56)   --> TIME: 2025-05-10 06:03:30 -- STEP: 37/725 -- GLOBAL_STEP: 212650 | > loss_disc: 2.29968523979187 (2.271904623186266) | > loss_disc_real_0: 0.130418062210083 (0.14823081203409144) | > loss_disc_real_1: 0.18066875636577606 (0.1945880848813701) | > loss_disc_real_2: 0.19608940184116364 (0.19231293571961894) | > loss_disc_real_3: 0.2016589343547821 (0.2071812499213863) | > loss_disc_real_4: 0.16462111473083496 (0.20265434924009684) | > loss_disc_real_5: 0.24820072948932648 (0.2167912842454137) | > loss_0: 2.29968523979187 (2.271904623186266) | > grad_norm_0: tensor(14.8630, device='cuda:0') (tensor(23.0347, device='cuda:0')) | > loss_gen: 2.6643459796905518 (2.6858585203016125) | > loss_kl: 1.6889837980270386 (1.773325591473966) | > loss_feat: 7.663812160491943 (7.994217473107415) | > loss_mel: 12.255817413330078 (13.150647498465874) | > loss_duration: 1.6918143033981323 (1.6835171016486918) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.964773178100586 (27.28756621077254) | > grad_norm_1: tensor(505.3550, device='cuda:0') (tensor(476.9596, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.851 (0.853577472068168) | > loader_time: 0.0096 (0.00968342214017301)  --> TIME: 2025-05-10 06:04:14 -- STEP: 87/725 -- GLOBAL_STEP: 212700 | > loss_disc: 2.1379146575927734 (2.2394560287738683) | > loss_disc_real_0: 0.14401373267173767 (0.14244174383495045) | > loss_disc_real_1: 0.20220188796520233 (0.19572018960426593) | > loss_disc_real_2: 0.1546446532011032 (0.1909700522477599) | > loss_disc_real_3: 0.20414340496063232 (0.20546461282105283) | > loss_disc_real_4: 0.17072708904743195 (0.19894356717323436) | > loss_disc_real_5: 0.161521777510643 (0.21090109423659315) | > loss_0: 2.1379146575927734 (2.2394560287738683) | > grad_norm_0: tensor(33.2155, device='cuda:0') (tensor(23.4210, device='cuda:0')) | > loss_gen: 2.922124147415161 (2.727851045542751) | > loss_kl: 1.7910115718841553 (1.7506792682340775) | > loss_feat: 9.599388122558594 (8.14553307938849) | > loss_mel: 14.29146671295166 (13.23103439944914) | > loss_duration: 1.6600570678710938 (1.6836618883856411) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.264047622680664 (27.538759648114784) | > grad_norm_1: tensor(571.5490, device='cuda:0') (tensor(496.3135, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8051 (0.8516523646212172) | > loader_time: 0.0115 (0.01023772119105547)  --> TIME: 2025-05-10 06:04:57 -- STEP: 137/725 -- GLOBAL_STEP: 212750 | > loss_disc: 2.2312240600585938 (2.2263852140329186) | > loss_disc_real_0: 0.10010958462953568 (0.1412550911959941) | > loss_disc_real_1: 0.17968566715717316 (0.1930905655570274) | > loss_disc_real_2: 0.20936977863311768 (0.1898447066327951) | > loss_disc_real_3: 0.20070844888687134 (0.2056731864483687) | > loss_disc_real_4: 0.22487416863441467 (0.19787241083427068) | > loss_disc_real_5: 0.25640007853507996 (0.21062661598633675) | > loss_0: 2.2312240600585938 (2.2263852140329186) | > grad_norm_0: tensor(16.5996, device='cuda:0') (tensor(23.5674, device='cuda:0')) | > loss_gen: 2.6593668460845947 (2.7457301808099683) | > loss_kl: 1.6690024137496948 (1.7423086679764908) | > loss_feat: 7.6824541091918945 (8.226089693333973) | > loss_mel: 12.457780838012695 (13.333941007182545) | > loss_duration: 1.645156741142273 (1.682909586133748) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.11376190185547 (27.730979167631943) | > grad_norm_1: tensor(158.1064, device='cuda:0') (tensor(493.1517, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8193 (0.8528319449320326) | > loader_time: 0.011 (0.01062946075940654)  --> TIME: 2025-05-10 06:05:41 -- STEP: 187/725 -- GLOBAL_STEP: 212800 | > loss_disc: 2.1884210109710693 (2.226313413783191) | > loss_disc_real_0: 0.13097958266735077 (0.14218989839368965) | > loss_disc_real_1: 0.19264912605285645 (0.19273936565228325) | > loss_disc_real_2: 0.18989884853363037 (0.18934433377362828) | > loss_disc_real_3: 0.17737898230552673 (0.20623156890512145) | > loss_disc_real_4: 0.18345800042152405 (0.19721534864150275) | > loss_disc_real_5: 0.20930030941963196 (0.2095821632899065) | > loss_0: 2.1884210109710693 (2.226313413783191) | > grad_norm_0: tensor(21.2062, device='cuda:0') (tensor(23.4268, device='cuda:0')) | > loss_gen: 2.7115628719329834 (2.7381347793946302) | > loss_kl: 1.8435007333755493 (1.7448555792079252) | > loss_feat: 8.799051284790039 (8.184084466434417) | > loss_mel: 13.996682167053223 (13.24293407399387) | > loss_duration: 1.7099599838256836 (1.68395553744413) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.06075668334961 (27.593964408425723) | > grad_norm_1: tensor(374.1421, device='cuda:0') (tensor(480.6531, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8561 (0.8564885223613066) | > loader_time: 0.0107 (0.010797250717081487)  --> TIME: 2025-05-10 06:06:25 -- STEP: 237/725 -- GLOBAL_STEP: 212850 | > loss_disc: 2.2422423362731934 (2.222267065370134) | > loss_disc_real_0: 0.11599777638912201 (0.14097890386727294) | > loss_disc_real_1: 0.20283983647823334 (0.19288878784149507) | > loss_disc_real_2: 0.2041195034980774 (0.18926282465960909) | > loss_disc_real_3: 0.19205500185489655 (0.20549155249877316) | > loss_disc_real_4: 0.18661651015281677 (0.19724586731773897) | > loss_disc_real_5: 0.2129206657409668 (0.20867909811720065) | > loss_0: 2.2422423362731934 (2.222267065370134) | > grad_norm_0: tensor(16.6052, device='cuda:0') (tensor(23.5199, device='cuda:0')) | > loss_gen: 2.6731057167053223 (2.7419688822347914) | > loss_kl: 1.9075678586959839 (1.7486659726010094) | > loss_feat: 7.771751880645752 (8.19841434180988) | > loss_mel: 12.808032035827637 (13.25158982337276) | > loss_duration: 1.6728899478912354 (1.6839429889550188) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.833345413208008 (27.62458197678192) | > grad_norm_1: tensor(191.7815, device='cuda:0') (tensor(484.0700, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8102 (0.8564441837841952) | > loader_time: 0.0112 (0.0110633433619632)  --> TIME: 2025-05-10 06:07:08 -- STEP: 287/725 -- GLOBAL_STEP: 212900 | > loss_disc: 2.2026729583740234 (2.224974199454545) | > loss_disc_real_0: 0.1268472820520401 (0.14143271256199283) | > loss_disc_real_1: 0.19661808013916016 (0.19283066347293323) | > loss_disc_real_2: 0.18666952848434448 (0.1894844079370698) | > loss_disc_real_3: 0.2033405900001526 (0.20573793377610441) | > loss_disc_real_4: 0.18006457388401031 (0.19769940657690432) | > loss_disc_real_5: 0.19571231305599213 (0.20837466771802) | > loss_0: 2.2026729583740234 (2.224974199454545) | > grad_norm_0: tensor(18.9660, device='cuda:0') (tensor(23.8591, device='cuda:0')) | > loss_gen: 2.7096662521362305 (2.7380310002104333) | > loss_kl: 1.6679741144180298 (1.7421827465814996) | > loss_feat: 7.993803024291992 (8.176112962516763) | > loss_mel: 13.332664489746094 (13.233214385002753) | > loss_duration: 1.712440013885498 (1.6841880340609403) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.416549682617188 (27.573729126295554) | > grad_norm_1: tensor(692.5706, device='cuda:0') (tensor(482.9162, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8211 (0.8552299218726075) | > loader_time: 0.0119 (0.0111484386364342)  --> TIME: 2025-05-10 06:07:52 -- STEP: 337/725 -- GLOBAL_STEP: 212950 | > loss_disc: 2.2485034465789795 (2.22315924599192) | > loss_disc_real_0: 0.11243936419487 (0.1412202155422033) | > loss_disc_real_1: 0.18419352173805237 (0.19273107403817455) | > loss_disc_real_2: 0.17224717140197754 (0.18916454469061045) | > loss_disc_real_3: 0.21707943081855774 (0.20556942004301423) | > loss_disc_real_4: 0.213221475481987 (0.19791228012444362) | > loss_disc_real_5: 0.22624538838863373 (0.20756270398195137) | > loss_0: 2.2485034465789795 (2.22315924599192) | > grad_norm_0: tensor(17.9109, device='cuda:0') (tensor(24.2889, device='cuda:0')) | > loss_gen: 2.821768283843994 (2.7434807884940766) | > loss_kl: 1.778835415840149 (1.7408691941807461) | > loss_feat: 8.08890438079834 (8.197619334880256) | > loss_mel: 13.455431938171387 (13.229929963629756) | > loss_duration: 1.6675782203674316 (1.683396903626643) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.812517166137695 (27.59529615792746) | > grad_norm_1: tensor(481.2173, device='cuda:0') (tensor(488.4340, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8727 (0.8553452817198077) | > loader_time: 0.0153 (0.01119711278807869)  --> TIME: 2025-05-10 06:08:35 -- STEP: 387/725 -- GLOBAL_STEP: 213000 | > loss_disc: 2.2499754428863525 (2.222627631761616) | > loss_disc_real_0: 0.15185655653476715 (0.14137836249222752) | > loss_disc_real_1: 0.20857730507850647 (0.19277363149232649) | > loss_disc_real_2: 0.23243874311447144 (0.18917069077799803) | > loss_disc_real_3: 0.1943453848361969 (0.2053974831443116) | > loss_disc_real_4: 0.18302394449710846 (0.19797690682478966) | > loss_disc_real_5: 0.22307386994361877 (0.207506034301849) | > loss_0: 2.2499754428863525 (2.222627631761616) | > grad_norm_0: tensor(34.3189, device='cuda:0') (tensor(24.3646, device='cuda:0')) | > loss_gen: 2.801046371459961 (2.743863358978153) | > loss_kl: 1.5773831605911255 (1.7403727252353993) | > loss_feat: 8.146576881408691 (8.200914487666248) | > loss_mel: 13.495668411254883 (13.236699954483868) | > loss_duration: 1.7617297172546387 (1.6838947771747599) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.78240394592285 (27.605745256409154) | > grad_norm_1: tensor(785.1254, device='cuda:0') (tensor(491.1567, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8881 (0.8549293972725092) | > loader_time: 0.012 (0.011241784699511462) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_213000.pth  --> TIME: 2025-05-10 06:09:20 -- STEP: 437/725 -- GLOBAL_STEP: 213050 | > loss_disc: 2.2313754558563232 (2.2187903352951297) | > loss_disc_real_0: 0.11552420258522034 (0.1410130316932905) | > loss_disc_real_1: 0.20596079528331757 (0.19277447121094246) | > loss_disc_real_2: 0.1847771555185318 (0.1887118393210034) | > loss_disc_real_3: 0.22830723226070404 (0.2052656884392557) | > loss_disc_real_4: 0.2122819721698761 (0.1976543731424847) | > loss_disc_real_5: 0.1866053193807602 (0.20686051246094211) | > loss_0: 2.2313754558563232 (2.2187903352951297) | > grad_norm_0: tensor(35.1311, device='cuda:0') (tensor(24.5836, device='cuda:0')) | > loss_gen: 2.699739933013916 (2.7483860764405272) | > loss_kl: 1.7525626420974731 (1.7337267712542885) | > loss_feat: 8.286083221435547 (8.216170687424508) | > loss_mel: 13.033059120178223 (13.22477168949573) | > loss_duration: 1.6472190618515015 (1.683924715087943) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.418663024902344 (27.606979902603523) | > grad_norm_1: tensor(637.7440, device='cuda:0') (tensor(498.4276, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.9012 (0.8533418685948003) | > loader_time: 0.0102 (0.011109665274892842)  --> TIME: 2025-05-10 06:10:04 -- STEP: 487/725 -- GLOBAL_STEP: 213100 | > loss_disc: 2.2146828174591064 (2.218262283709015) | > loss_disc_real_0: 0.13831262290477753 (0.1408396780919245) | > loss_disc_real_1: 0.17842325568199158 (0.19254869002336356) | > loss_disc_real_2: 0.18592163920402527 (0.1886792588956058) | > loss_disc_real_3: 0.2228187918663025 (0.20509907211611156) | > loss_disc_real_4: 0.19639766216278076 (0.19785731859520478) | > loss_disc_real_5: 0.22742632031440735 (0.20673335641928522) | > loss_0: 2.2146828174591064 (2.218262283709015) | > grad_norm_0: tensor(20.0323, device='cuda:0') (tensor(24.5339, device='cuda:0')) | > loss_gen: 2.844822406768799 (2.7483871002706413) | > loss_kl: 1.7526779174804688 (1.7354207565162705) | > loss_feat: 7.80516242980957 (8.211116999326546) | > loss_mel: 11.785221099853516 (13.2312447706532) | > loss_duration: 1.6723041534423828 (1.6848185549526489) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.860187530517578 (27.610988123460952) | > grad_norm_1: tensor(566.1136, device='cuda:0') (tensor(496.3148, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8144 (0.853802026419669) | > loader_time: 0.0089 (0.010987501614392412)  --> TIME: 2025-05-10 06:10:47 -- STEP: 537/725 -- GLOBAL_STEP: 213150 | > loss_disc: 2.1042654514312744 (2.216892869334868) | > loss_disc_real_0: 0.1288168877363205 (0.14058722086680886) | > loss_disc_real_1: 0.1992059051990509 (0.1924719869868494) | > loss_disc_real_2: 0.1857340782880783 (0.1884321548197301) | > loss_disc_real_3: 0.2079312652349472 (0.20514680539540514) | > loss_disc_real_4: 0.22267547249794006 (0.1979815021462503) | > loss_disc_real_5: 0.1658937782049179 (0.20666209873318445) | > loss_0: 2.1042654514312744 (2.216892869334868) | > grad_norm_0: tensor(15.8145, device='cuda:0') (tensor(24.6727, device='cuda:0')) | > loss_gen: 2.8215439319610596 (2.749634185094852) | > loss_kl: 1.5737303495407104 (1.736623437488989) | > loss_feat: 8.138280868530273 (8.217813280485643) | > loss_mel: 13.316498756408691 (13.239876111348476) | > loss_duration: 1.7044634819030762 (1.6857489507291568) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.554519653320312 (27.629695910093275) | > grad_norm_1: tensor(589.0278, device='cuda:0') (tensor(499.3374, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8433 (0.8530887482996538) | > loader_time: 0.0089 (0.010877694941543775)  --> TIME: 2025-05-10 06:11:30 -- STEP: 587/725 -- GLOBAL_STEP: 213200 | > loss_disc: 2.257577896118164 (2.2157631460608975) | > loss_disc_real_0: 0.19860200583934784 (0.14035695944825466) | > loss_disc_real_1: 0.2203153371810913 (0.1925707499558515) | > loss_disc_real_2: 0.19303889572620392 (0.18838791447664643) | > loss_disc_real_3: 0.23905770480632782 (0.20531997287699882) | > loss_disc_real_4: 0.23279686272144318 (0.19797790497287576) | > loss_disc_real_5: 0.19637057185173035 (0.20623084496598826) | > loss_0: 2.257577896118164 (2.2157631460608975) | > grad_norm_0: tensor(30.0332, device='cuda:0') (tensor(24.6104, device='cuda:0')) | > loss_gen: 2.8797287940979004 (2.75137991555911) | > loss_kl: 1.5949338674545288 (1.7340282876000086) | > loss_feat: 7.582772731781006 (8.221631877060856) | > loss_mel: 12.562715530395508 (13.23483739232286) | > loss_duration: 1.6687918901443481 (1.6859916292219792) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.288942337036133 (27.62786904876033) | > grad_norm_1: tensor(614.0071, device='cuda:0') (tensor(503.0054, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8576 (0.8526710221064763) | > loader_time: 0.0102 (0.010783776717047874)  --> TIME: 2025-05-10 06:12:13 -- STEP: 637/725 -- GLOBAL_STEP: 213250 | > loss_disc: 2.1237082481384277 (2.214709882459237) | > loss_disc_real_0: 0.13216552138328552 (0.14061535648077592) | > loss_disc_real_1: 0.17954549193382263 (0.19227864002601308) | > loss_disc_real_2: 0.18429535627365112 (0.1883490493336875) | > loss_disc_real_3: 0.18574291467666626 (0.20517866699437332) | > loss_disc_real_4: 0.19672814011573792 (0.1976961883916586) | > loss_disc_real_5: 0.24119305610656738 (0.20623450664279955) | > loss_0: 2.1237082481384277 (2.214709882459237) | > grad_norm_0: tensor(16.3434, device='cuda:0') (tensor(24.5258, device='cuda:0')) | > loss_gen: 2.9534010887145996 (2.7526963516906076) | > loss_kl: 1.8106002807617188 (1.7315255341761902) | > loss_feat: 8.779528617858887 (8.226332213852434) | > loss_mel: 14.22801399230957 (13.241207209636503) | > loss_duration: 1.6679489612579346 (1.686155802226703) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.43949317932129 (27.63791707995548) | > grad_norm_1: tensor(499.5970, device='cuda:0') (tensor(498.7000, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.8464 (0.8522900936180607) | > loader_time: 0.0094 (0.010694329742359773)  --> TIME: 2025-05-10 06:12:56 -- STEP: 687/725 -- GLOBAL_STEP: 213300 | > loss_disc: 2.2871479988098145 (2.2151917180987244) | > loss_disc_real_0: 0.2509058713912964 (0.14083915203809744) | > loss_disc_real_1: 0.20979255437850952 (0.19240842499326924) | > loss_disc_real_2: 0.18618810176849365 (0.18863687496171405) | > loss_disc_real_3: 0.17331436276435852 (0.205205843481608) | > loss_disc_real_4: 0.18222098052501678 (0.19754151160540023) | > loss_disc_real_5: 0.19843405485153198 (0.2060633608434223) | > loss_0: 2.2871479988098145 (2.2151917180987244) | > grad_norm_0: tensor(39.5956, device='cuda:0') (tensor(24.6192, device='cuda:0')) | > loss_gen: 2.7809948921203613 (2.754405487052219) | > loss_kl: 1.6990567445755005 (1.7297284322014022) | > loss_feat: 8.181059837341309 (8.232915708938895) | > loss_mel: 12.841499328613281 (13.253055608602244) | > loss_duration: 1.709488034248352 (1.6861190285745147) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.21209716796875 (27.656224224418185) | > grad_norm_1: tensor(526.8934, device='cuda:0') (tensor(500.7878, device='cuda:0')) | > current_lr_0: 0.00019433152056953475 | > current_lr_1: 0.00019433152056953475 | > step_time: 0.858 (0.8513621995889813) | > loader_time: 0.0096 (0.010609244675615467)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3147354125976562 (2.3147354125976562) | > loss_disc_real_0: 0.18140572309494019 (0.18140572309494019) | > loss_disc_real_1: 0.21633276343345642 (0.21633276343345642) | > loss_disc_real_2: 0.22035756707191467 (0.22035756707191467) | > loss_disc_real_3: 0.2374420166015625 (0.2374420166015625) | > loss_disc_real_4: 0.2720503509044647 (0.2720503509044647) | > loss_disc_real_5: 0.23992712795734406 (0.23992712795734406) | > loss_0: 2.3147354125976562 (2.3147354125976562) | > loss_gen: 2.852987051010132 (2.852987051010132) | > loss_kl: 2.0364575386047363 (2.0364575386047363) | > loss_feat: 8.242311477661133 (8.242311477661133) | > loss_mel: 14.17521858215332 (14.17521858215332) | > loss_duration: 1.694260835647583 (1.694260835647583) | > loss_1: 29.001235961914062 (29.001235961914062)  --> STEP: 1 | > loss_disc: 2.294867992401123 (2.294867992401123) | > loss_disc_real_0: 0.17646954953670502 (0.17646954953670502) | > loss_disc_real_1: 0.2259240299463272 (0.2259240299463272) | > loss_disc_real_2: 0.22832824289798737 (0.22832824289798737) | > loss_disc_real_3: 0.2310723215341568 (0.2310723215341568) | > loss_disc_real_4: 0.2670583128929138 (0.2670583128929138) | > loss_disc_real_5: 0.2391534000635147 (0.2391534000635147) | > loss_0: 2.294867992401123 (2.294867992401123) | > loss_gen: 3.0356435775756836 (3.0356435775756836) | > loss_kl: 2.31945538520813 (2.31945538520813) | > loss_feat: 7.927933692932129 (7.927933692932129) | > loss_mel: 14.446309089660645 (14.446309089660645) | > loss_duration: 1.778730869293213 (1.778730869293213) | > loss_1: 29.508073806762695 (29.508073806762695)  --> STEP: 2 | > loss_disc: 2.2550477981567383 (2.2749578952789307) | > loss_disc_real_0: 0.19852544367313385 (0.18749749660491943) | > loss_disc_real_1: 0.20084169507026672 (0.21338286250829697) | > loss_disc_real_2: 0.22924843430519104 (0.2287883386015892) | > loss_disc_real_3: 0.22147014737129211 (0.22627123445272446) | > loss_disc_real_4: 0.2231704294681549 (0.24511437118053436) | > loss_disc_real_5: 0.2439214587211609 (0.2415374293923378) | > loss_0: 2.2550477981567383 (2.2749578952789307) | > loss_gen: 2.945171594619751 (2.9904075860977173) | > loss_kl: 1.916284203529358 (2.117869794368744) | > loss_feat: 7.868825912475586 (7.898379802703857) | > loss_mel: 14.24265193939209 (14.344480514526367) | > loss_duration: 1.8345062732696533 (1.806618571281433) | > loss_1: 28.80744171142578 (29.15775775909424)  --> STEP: 3 | > loss_disc: 2.3467307090759277 (2.298882166544596) | > loss_disc_real_0: 0.1954326182603836 (0.19014253715674082) | > loss_disc_real_1: 0.22345851361751556 (0.2167414128780365) | > loss_disc_real_2: 0.2220643311738968 (0.2265470027923584) | > loss_disc_real_3: 0.22242127358913422 (0.22498791416486105) | > loss_disc_real_4: 0.2672443389892578 (0.2524910271167755) | > loss_disc_real_5: 0.2452036589384079 (0.2427595059076945) | > loss_0: 2.3467307090759277 (2.298882166544596) | > loss_gen: 2.803370475769043 (2.9280618826548257) | > loss_kl: 1.9207329750061035 (2.0521575212478638) | > loss_feat: 7.544740676879883 (7.780500094095866) | > loss_mel: 13.2722806930542 (13.987080574035645) | > loss_duration: 1.8105792999267578 (1.807938814163208) | > loss_1: 27.35170555114746 (28.555740356445312)  --> STEP: 4 | > loss_disc: 2.553476095199585 (2.3625306487083435) | > loss_disc_real_0: 0.21980074048042297 (0.19755708798766136) | > loss_disc_real_1: 0.22682473063468933 (0.2192622423171997) | > loss_disc_real_2: 0.22167988121509552 (0.22533022239804268) | > loss_disc_real_3: 0.23592451214790344 (0.22772206366062164) | > loss_disc_real_4: 0.28704020380973816 (0.2611283212900162) | > loss_disc_real_5: 0.2872784435749054 (0.2538892403244972) | > loss_0: 2.553476095199585 (2.3625306487083435) | > loss_gen: 2.5447990894317627 (2.83224618434906) | > loss_kl: 1.6822397708892822 (1.9596780836582184) | > loss_feat: 5.1101813316345215 (7.11292040348053) | > loss_mel: 9.602079391479492 (12.890830278396606) | > loss_duration: 1.7601287364959717 (1.795986294746399) | > loss_1: 20.69942855834961 (26.591662406921387) --> EVAL PERFORMANCE | > avg_loader_time: 0.2775875926017761 (-0.00314486026763916) | > avg_loss_disc: 2.3625306487083435 (+0.04770535230636597) | > avg_loss_disc_real_0: 0.19755708798766136 (+0.05681169033050537) | > avg_loss_disc_real_1: 0.2192622423171997 (-0.02157203108072281) | > avg_loss_disc_real_2: 0.22533022239804268 (+0.05313831940293312) | > avg_loss_disc_real_3: 0.22772206366062164 (+0.010992567986249924) | > avg_loss_disc_real_4: 0.2611283212900162 (+0.0049297623336315155) | > avg_loss_disc_real_5: 0.2538892403244972 (+0.02109675481915474) | > avg_loss_0: 2.3625306487083435 (+0.04770535230636597) | > avg_loss_gen: 2.83224618434906 (+0.17756789922714233) | > avg_loss_kl: 1.9596780836582184 (-0.16597136855125427) | > avg_loss_feat: 7.11292040348053 (-0.5091218948364258) | > avg_loss_mel: 12.890830278396606 (-0.6022047996520996) | > avg_loss_duration: 1.795986294746399 (-0.007881134748458862) | > avg_loss_1: 26.591662406921387 (-1.107609748840332)  > EPOCH: 231/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 06:13:35)   --> TIME: 2025-05-10 06:13:47 -- STEP: 12/725 -- GLOBAL_STEP: 213350 | > loss_disc: 2.322124719619751 (2.2239250540733337) | > loss_disc_real_0: 0.13982664048671722 (0.13640042208135128) | > loss_disc_real_1: 0.21930769085884094 (0.19781758015354475) | > loss_disc_real_2: 0.19193318486213684 (0.18344537913799286) | > loss_disc_real_3: 0.22756044566631317 (0.20350211237867674) | > loss_disc_real_4: 0.23091304302215576 (0.19968017687400183) | > loss_disc_real_5: 0.2282758355140686 (0.20892268791794777) | > loss_0: 2.322124719619751 (2.2239250540733337) | > grad_norm_0: tensor(14.1375, device='cuda:0') (tensor(21.7199, device='cuda:0')) | > loss_gen: 2.755018472671509 (2.738706727822622) | > loss_kl: 1.8694534301757812 (1.799823413292567) | > loss_feat: 7.463576793670654 (8.069317499796549) | > loss_mel: 12.362249374389648 (12.99557606379191) | > loss_duration: 1.73171067237854 (1.6907798548539479) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.182008743286133 (27.294203599294026) | > grad_norm_1: tensor(491.5157, device='cuda:0') (tensor(510.6360, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8417 (0.8334868947664896) | > loader_time: 0.0089 (0.00927738348642985)  --> TIME: 2025-05-10 06:14:31 -- STEP: 62/725 -- GLOBAL_STEP: 213400 | > loss_disc: 2.270782232284546 (2.2117150329774424) | > loss_disc_real_0: 0.18455874919891357 (0.14159430911944756) | > loss_disc_real_1: 0.20119158923625946 (0.19150331688504066) | > loss_disc_real_2: 0.19496117532253265 (0.18746826220904628) | > loss_disc_real_3: 0.22146664559841156 (0.20523660846294894) | > loss_disc_real_4: 0.1914079785346985 (0.19732718602303537) | > loss_disc_real_5: 0.221199631690979 (0.20558052437920724) | > loss_0: 2.270782232284546 (2.2117150329774424) | > grad_norm_0: tensor(31.0564, device='cuda:0') (tensor(24.8267, device='cuda:0')) | > loss_gen: 2.6620543003082275 (2.7497960098328127) | > loss_kl: 1.7341541051864624 (1.7527544940671613) | > loss_feat: 8.52883243560791 (8.278890755868726) | > loss_mel: 13.810455322265625 (13.245149074062224) | > loss_duration: 1.7175614833831787 (1.6836853161934884) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.45305633544922 (27.710275650024414) | > grad_norm_1: tensor(333.7459, device='cuda:0') (tensor(517.8789, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8479 (0.8494114952702676) | > loader_time: 0.0096 (0.009491585916088476)  --> TIME: 2025-05-10 06:15:14 -- STEP: 112/725 -- GLOBAL_STEP: 213450 | > loss_disc: 2.2221288681030273 (2.219216227531433) | > loss_disc_real_0: 0.12447874993085861 (0.14070897269994018) | > loss_disc_real_1: 0.18083351850509644 (0.1923471030646137) | > loss_disc_real_2: 0.17716017365455627 (0.1882181682490877) | > loss_disc_real_3: 0.16968367993831635 (0.20522458039756333) | > loss_disc_real_4: 0.1819750964641571 (0.19789905540112937) | > loss_disc_real_5: 0.24050630629062653 (0.20747043059340545) | > loss_0: 2.2221288681030273 (2.219216227531433) | > grad_norm_0: tensor(12.2716, device='cuda:0') (tensor(23.3710, device='cuda:0')) | > loss_gen: 2.809255838394165 (2.73395699262619) | > loss_kl: 1.6182153224945068 (1.7407661005854607) | > loss_feat: 8.57323169708252 (8.171857527324141) | > loss_mel: 13.659974098205566 (13.127571957451957) | > loss_duration: 1.693269968032837 (1.6882658377289772) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.353946685791016 (27.462418454033987) | > grad_norm_1: tensor(536.4124, device='cuda:0') (tensor(507.1384, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8221 (0.8503922415631158) | > loader_time: 0.0098 (0.009584927133151469)  --> TIME: 2025-05-10 06:15:57 -- STEP: 162/725 -- GLOBAL_STEP: 213500 | > loss_disc: 2.265756368637085 (2.2240605884128146) | > loss_disc_real_0: 0.1386304348707199 (0.14074619693888557) | > loss_disc_real_1: 0.19033624231815338 (0.19340093452253454) | > loss_disc_real_2: 0.20252196490764618 (0.1888243463120343) | > loss_disc_real_3: 0.17836390435695648 (0.2053302290998859) | > loss_disc_real_4: 0.17939385771751404 (0.19897630258842747) | > loss_disc_real_5: 0.19637273252010345 (0.2077613157438643) | > loss_0: 2.265756368637085 (2.2240605884128146) | > grad_norm_0: tensor(25.8525, device='cuda:0') (tensor(23.4780, device='cuda:0')) | > loss_gen: 2.6926493644714355 (2.7319507819634894) | > loss_kl: 1.6039015054702759 (1.7239493153713374) | > loss_feat: 8.1698579788208 (8.1311853726705) | > loss_mel: 13.544703483581543 (13.102757171348294) | > loss_duration: 1.6395347118377686 (1.687495724654492) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.650646209716797 (27.377338409423828) | > grad_norm_1: tensor(671.1773, device='cuda:0') (tensor(511.4002, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8267 (0.8468189666300644) | > loader_time: 0.0092 (0.00965351822935505)  --> TIME: 2025-05-10 06:16:40 -- STEP: 212/725 -- GLOBAL_STEP: 213550 | > loss_disc: 2.0797102451324463 (2.2172347408420623) | > loss_disc_real_0: 0.1561150699853897 (0.1414116617854473) | > loss_disc_real_1: 0.16880828142166138 (0.1927635864407386) | > loss_disc_real_2: 0.179851695895195 (0.18818601530115558) | > loss_disc_real_3: 0.2139262706041336 (0.20522941072594444) | > loss_disc_real_4: 0.20408649742603302 (0.19847458875123056) | > loss_disc_real_5: 0.17443504929542542 (0.20543695381789837) | > loss_0: 2.0797102451324463 (2.2172347408420623) | > grad_norm_0: tensor(20.5738, device='cuda:0') (tensor(24.0233, device='cuda:0')) | > loss_gen: 2.8354876041412354 (2.749277671553054) | > loss_kl: 1.6555335521697998 (1.7343154082883085) | > loss_feat: 9.025313377380371 (8.20099624822725) | > loss_mel: 14.416534423828125 (13.171044138242618) | > loss_duration: 1.688429355621338 (1.686616745197548) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.62129783630371 (27.54225028235957) | > grad_norm_1: tensor(657.3826, device='cuda:0') (tensor(512.9389, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8523 (0.8472981520418851) | > loader_time: 0.0101 (0.009707275426612719)  --> TIME: 2025-05-10 06:17:23 -- STEP: 262/725 -- GLOBAL_STEP: 213600 | > loss_disc: 2.2353081703186035 (2.214829640534087) | > loss_disc_real_0: 0.19815443456172943 (0.14208246318211076) | > loss_disc_real_1: 0.19314487278461456 (0.1923392172191889) | > loss_disc_real_2: 0.21059110760688782 (0.18805738766002292) | > loss_disc_real_3: 0.22952502965927124 (0.2046195727609496) | > loss_disc_real_4: 0.23215381801128387 (0.19817606086721853) | > loss_disc_real_5: 0.2092854082584381 (0.20577321628122838) | > loss_0: 2.2353081703186035 (2.214829640534087) | > grad_norm_0: tensor(37.5848, device='cuda:0') (tensor(23.8815, device='cuda:0')) | > loss_gen: 2.762698173522949 (2.7570882398663588) | > loss_kl: 1.5964233875274658 (1.7339184388859585) | > loss_feat: 8.210847854614258 (8.237781894116008) | > loss_mel: 13.95151138305664 (13.24057649292109) | > loss_duration: 1.6676745414733887 (1.6864906235505606) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.18915557861328 (27.655855746669623) | > grad_norm_1: tensor(640.4631, device='cuda:0') (tensor(505.8352, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8823 (0.8463442989888083) | > loader_time: 0.0102 (0.009734808033659264)  --> TIME: 2025-05-10 06:18:06 -- STEP: 312/725 -- GLOBAL_STEP: 213650 | > loss_disc: 2.2001545429229736 (2.214476643464504) | > loss_disc_real_0: 0.06956949830055237 (0.14193428185983342) | > loss_disc_real_1: 0.15301553905010223 (0.1923830185372095) | > loss_disc_real_2: 0.1979331374168396 (0.18820845311841902) | > loss_disc_real_3: 0.2287101000547409 (0.20456928076843414) | > loss_disc_real_4: 0.1620837152004242 (0.19794003627239126) | > loss_disc_real_5: 0.16182345151901245 (0.20494674055431134) | > loss_0: 2.2001545429229736 (2.214476643464504) | > grad_norm_0: tensor(16.4391, device='cuda:0') (tensor(24.0055, device='cuda:0')) | > loss_gen: 2.653792381286621 (2.759375004432141) | > loss_kl: 1.6129412651062012 (1.7302844814765148) | > loss_feat: 9.01810073852539 (8.250955205697284) | > loss_mel: 14.435677528381348 (13.254351282731081) | > loss_duration: 1.6917436122894287 (1.685029238080367) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.412256240844727 (27.679995237252644) | > grad_norm_1: tensor(488.5669, device='cuda:0') (tensor(503.8659, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8382 (0.8462680753989094) | > loader_time: 0.0096 (0.009731715306257601)  --> TIME: 2025-05-10 06:18:50 -- STEP: 362/725 -- GLOBAL_STEP: 213700 | > loss_disc: 2.3857243061065674 (2.2109920507636525) | > loss_disc_real_0: 0.2179190218448639 (0.1416721925427572) | > loss_disc_real_1: 0.22303709387779236 (0.19212858761707055) | > loss_disc_real_2: 0.22399647533893585 (0.18818790630247045) | > loss_disc_real_3: 0.22565530240535736 (0.20438960519778787) | > loss_disc_real_4: 0.21320466697216034 (0.19781346475057177) | > loss_disc_real_5: 0.19170092046260834 (0.20445852282132893) | > loss_0: 2.3857243061065674 (2.2109920507636525) | > grad_norm_0: tensor(27.6426, device='cuda:0') (tensor(24.3024, device='cuda:0')) | > loss_gen: 2.6332225799560547 (2.764213164866958) | > loss_kl: 1.856381893157959 (1.7314194440841675) | > loss_feat: 7.439626693725586 (8.260945317494938) | > loss_mel: 12.852948188781738 (13.266305981420022) | > loss_duration: 1.6316707134246826 (1.6839059044643) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.413848876953125 (27.706789812330378) | > grad_norm_1: tensor(67.9749, device='cuda:0') (tensor(506.1904, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8265 (0.8483191906417927) | > loader_time: 0.0094 (0.009702863614203534)  --> TIME: 2025-05-10 06:19:33 -- STEP: 412/725 -- GLOBAL_STEP: 213750 | > loss_disc: 2.3420958518981934 (2.2128094200370376) | > loss_disc_real_0: 0.1658342182636261 (0.14197822199067459) | > loss_disc_real_1: 0.21162359416484833 (0.1921668624487316) | > loss_disc_real_2: 0.20037858188152313 (0.18844577655630199) | > loss_disc_real_3: 0.2031724601984024 (0.20466074177507051) | > loss_disc_real_4: 0.2127041518688202 (0.1975617850362097) | > loss_disc_real_5: 0.19521108269691467 (0.2046479008079154) | > loss_0: 2.3420958518981934 (2.2128094200370376) | > grad_norm_0: tensor(28.3727, device='cuda:0') (tensor(24.3240, device='cuda:0')) | > loss_gen: 2.4891505241394043 (2.7621184182398526) | > loss_kl: 1.8371325731277466 (1.7274543165581897) | > loss_feat: 6.569530487060547 (8.252393591751174) | > loss_mel: 11.085679054260254 (13.264945331129056) | > loss_duration: 1.6900510787963867 (1.683906939712543) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.67154312133789 (27.69081858755315) | > grad_norm_1: tensor(524.4509, device='cuda:0') (tensor(501.5309, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8662 (0.8486489034393456) | > loader_time: 0.0094 (0.009680478896909556)  --> TIME: 2025-05-10 06:20:16 -- STEP: 462/725 -- GLOBAL_STEP: 213800 | > loss_disc: 2.192051649093628 (2.213651178977189) | > loss_disc_real_0: 0.15246592462062836 (0.14211127663523093) | > loss_disc_real_1: 0.18677279353141785 (0.192378767060511) | > loss_disc_real_2: 0.18521888554096222 (0.18859662451011272) | > loss_disc_real_3: 0.18945956230163574 (0.20450697752175387) | > loss_disc_real_4: 0.18976277112960815 (0.1976454374400568) | > loss_disc_real_5: 0.20887385308742523 (0.20465161525583886) | > loss_0: 2.192051649093628 (2.213651178977189) | > grad_norm_0: tensor(20.0608, device='cuda:0') (tensor(24.1677, device='cuda:0')) | > loss_gen: 2.755681276321411 (2.759543710456782) | > loss_kl: 1.7276127338409424 (1.7260774848781106) | > loss_feat: 8.72772216796875 (8.246730366826567) | > loss_mel: 13.788990020751953 (13.248230467627058) | > loss_duration: 1.712046504020691 (1.6840043158242197) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.712051391601562 (27.664586314907318) | > grad_norm_1: tensor(519.1263, device='cuda:0') (tensor(498.6529, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.7905 (0.8479776666277928) | > loader_time: 0.0115 (0.009676197906593232)  --> TIME: 2025-05-10 06:20:58 -- STEP: 512/725 -- GLOBAL_STEP: 213850 | > loss_disc: 2.1452815532684326 (2.212531364290043) | > loss_disc_real_0: 0.1265498250722885 (0.14170141024806077) | > loss_disc_real_1: 0.18987669050693512 (0.19233592506498093) | > loss_disc_real_2: 0.19078104197978973 (0.1886822977685369) | > loss_disc_real_3: 0.215700164437294 (0.20441748891607853) | > loss_disc_real_4: 0.16188405454158783 (0.19733592410921116) | > loss_disc_real_5: 0.19893844425678253 (0.20493128552334383) | > loss_0: 2.1452815532684326 (2.212531364290043) | > grad_norm_0: tensor(20.1226, device='cuda:0') (tensor(24.0994, device='cuda:0')) | > loss_gen: 2.843305826187134 (2.7595068314112723) | > loss_kl: 1.6573936939239502 (1.724948598537594) | > loss_feat: 9.028131484985352 (8.250142942182713) | > loss_mel: 13.440930366516113 (13.255118522793055) | > loss_duration: 1.653835654258728 (1.6845938451588154) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.62359619140625 (27.67431071400642) | > grad_norm_1: tensor(443.9354, device='cuda:0') (tensor(500.7993, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8536 (0.8474380471743641) | > loader_time: 0.0095 (0.00968313682824374)  --> TIME: 2025-05-10 06:21:41 -- STEP: 562/725 -- GLOBAL_STEP: 213900 | > loss_disc: 2.2101824283599854 (2.2122058531143476) | > loss_disc_real_0: 0.13725623488426208 (0.1413382598036549) | > loss_disc_real_1: 0.1961880922317505 (0.19251951771486692) | > loss_disc_real_2: 0.1815403550863266 (0.1886803764200295) | > loss_disc_real_3: 0.16567055881023407 (0.2042658398743201) | > loss_disc_real_4: 0.2137957364320755 (0.19735275444929287) | > loss_disc_real_5: 0.19664067029953003 (0.20514952980008413) | > loss_0: 2.2101824283599854 (2.2122058531143476) | > grad_norm_0: tensor(23.3774, device='cuda:0') (tensor(23.9878, device='cuda:0')) | > loss_gen: 2.750816822052002 (2.7588007017386764) | > loss_kl: 1.8514412641525269 (1.7317584528193346) | > loss_feat: 8.53481388092041 (8.248230553182411) | > loss_mel: 12.780535697937012 (13.26372809427065) | > loss_duration: 1.6468009948730469 (1.6846111191973567) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.564407348632812 (27.687128884936563) | > grad_norm_1: tensor(183.7472, device='cuda:0') (tensor(500.0731, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8932 (0.8470863901423388) | > loader_time: 0.0093 (0.009675720408293708)  --> TIME: 2025-05-10 06:22:24 -- STEP: 612/725 -- GLOBAL_STEP: 213950 | > loss_disc: 2.06816029548645 (2.21118712249924) | > loss_disc_real_0: 0.0884363204240799 (0.14107100278431298) | > loss_disc_real_1: 0.1939047873020172 (0.1926168475811388) | > loss_disc_real_2: 0.1888725906610489 (0.18869167410470292) | > loss_disc_real_3: 0.18343013525009155 (0.20408898981568074) | > loss_disc_real_4: 0.19572661817073822 (0.19736073041955624) | > loss_disc_real_5: 0.1688244789838791 (0.20491568736878096) | > loss_0: 2.06816029548645 (2.21118712249924) | > grad_norm_0: tensor(16.5765, device='cuda:0') (tensor(24.1062, device='cuda:0')) | > loss_gen: 2.97434139251709 (2.760277566566967) | > loss_kl: 1.6669186353683472 (1.7316930149894907) | > loss_feat: 9.25651741027832 (8.244052985135236) | > loss_mel: 13.710657119750977 (13.24172311982299) | > loss_duration: 1.6117135286331177 (1.6841770235229945) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.220149993896484 (27.661923695233913) | > grad_norm_1: tensor(699.4849, device='cuda:0') (tensor(502.4768, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8055 (0.8468368513132233) | > loader_time: 0.011 (0.009688372315924162)  --> TIME: 2025-05-10 06:23:07 -- STEP: 662/725 -- GLOBAL_STEP: 214000 | > loss_disc: 2.2619235515594482 (2.2109046963766605) | > loss_disc_real_0: 0.2070690095424652 (0.1415006640026757) | > loss_disc_real_1: 0.19738323986530304 (0.19248875946346733) | > loss_disc_real_2: 0.19543880224227905 (0.18858060587388867) | > loss_disc_real_3: 0.17836660146713257 (0.20420792885687394) | > loss_disc_real_4: 0.16750267148017883 (0.19726233296884146) | > loss_disc_real_5: 0.197989359498024 (0.20439207544859803) | > loss_0: 2.2619235515594482 (2.2109046963766605) | > grad_norm_0: tensor(33.9532, device='cuda:0') (tensor(24.4147, device='cuda:0')) | > loss_gen: 2.7428414821624756 (2.7622517048412223) | > loss_kl: 1.793861985206604 (1.7302033578881317) | > loss_feat: 8.360297203063965 (8.237851511675775) | > loss_mel: 13.245953559875488 (13.2315288900969) | > loss_duration: 1.697149395942688 (1.6843920263639034) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.840103149414062 (27.64622746493521) | > grad_norm_1: tensor(561.3758, device='cuda:0') (tensor(503.5275, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8783 (0.8462631918512442) | > loader_time: 0.0094 (0.009681232386125184) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_214000.pth  --> TIME: 2025-05-10 06:23:53 -- STEP: 712/725 -- GLOBAL_STEP: 214050 | > loss_disc: 2.2182066440582275 (2.2087499906172883) | > loss_disc_real_0: 0.14392730593681335 (0.14089902440148794) | > loss_disc_real_1: 0.190303772687912 (0.19221767485978905) | > loss_disc_real_2: 0.19957120716571808 (0.1885094482953963) | > loss_disc_real_3: 0.21039357781410217 (0.20411692658083472) | > loss_disc_real_4: 0.19825977087020874 (0.19717975973748086) | > loss_disc_real_5: 0.19388249516487122 (0.20444084835772433) | > loss_0: 2.2182066440582275 (2.2087499906172883) | > grad_norm_0: tensor(16.7318, device='cuda:0') (tensor(24.3949, device='cuda:0')) | > loss_gen: 2.7511684894561768 (2.762776824195733) | > loss_kl: 1.8328129053115845 (1.730635936842875) | > loss_feat: 7.418724060058594 (8.242608863316221) | > loss_mel: 12.356898307800293 (13.22937182496104) | > loss_duration: 1.6788710355758667 (1.6840312308474876) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.038476943969727 (27.649424657393038) | > grad_norm_1: tensor(202.8197, device='cuda:0') (tensor(505.0365, device='cuda:0')) | > current_lr_0: 0.00019430722912946354 | > current_lr_1: 0.00019430722912946354 | > step_time: 0.8159 (0.8462712486808219) | > loader_time: 0.0097 (0.009669131777259763)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.355414867401123 (2.355414867401123) | > loss_disc_real_0: 0.0833665207028389 (0.0833665207028389) | > loss_disc_real_1: 0.16153967380523682 (0.16153967380523682) | > loss_disc_real_2: 0.2077149897813797 (0.2077149897813797) | > loss_disc_real_3: 0.2150793820619583 (0.2150793820619583) | > loss_disc_real_4: 0.23269113898277283 (0.23269113898277283) | > loss_disc_real_5: 0.21215492486953735 (0.21215492486953735) | > loss_0: 2.355414867401123 (2.355414867401123) | > loss_gen: 2.3489902019500732 (2.3489902019500732) | > loss_kl: 2.0086588859558105 (2.0086588859558105) | > loss_feat: 7.571650505065918 (7.571650505065918) | > loss_mel: 13.269575119018555 (13.269575119018555) | > loss_duration: 1.6955405473709106 (1.6955405473709106) | > loss_1: 26.8944149017334 (26.8944149017334)  --> STEP: 1 | > loss_disc: 2.412773370742798 (2.412773370742798) | > loss_disc_real_0: 0.07410872727632523 (0.07410872727632523) | > loss_disc_real_1: 0.1601332575082779 (0.1601332575082779) | > loss_disc_real_2: 0.23054538667201996 (0.23054538667201996) | > loss_disc_real_3: 0.23300182819366455 (0.23300182819366455) | > loss_disc_real_4: 0.22265039384365082 (0.22265039384365082) | > loss_disc_real_5: 0.2085491120815277 (0.2085491120815277) | > loss_0: 2.412773370742798 (2.412773370742798) | > loss_gen: 2.2613472938537598 (2.2613472938537598) | > loss_kl: 2.0530669689178467 (2.0530669689178467) | > loss_feat: 6.839715480804443 (6.839715480804443) | > loss_mel: 12.491376876831055 (12.491376876831055) | > loss_duration: 1.7977648973464966 (1.7977648973464966) | > loss_1: 25.44327163696289 (25.44327163696289)  --> STEP: 2 | > loss_disc: 2.2171714305877686 (2.314972400665283) | > loss_disc_real_0: 0.07599672675132751 (0.07505272701382637) | > loss_disc_real_1: 0.14631114900112152 (0.1532222032546997) | > loss_disc_real_2: 0.18875505030155182 (0.2096502184867859) | > loss_disc_real_3: 0.220766082406044 (0.22688395529985428) | > loss_disc_real_4: 0.23210057616233826 (0.22737548500299454) | > loss_disc_real_5: 0.1847342997789383 (0.196641705930233) | > loss_0: 2.2171714305877686 (2.314972400665283) | > loss_gen: 2.5164854526519775 (2.3889163732528687) | > loss_kl: 1.7769265174865723 (1.9149967432022095) | > loss_feat: 8.520600318908691 (7.680157899856567) | > loss_mel: 13.839194297790527 (13.165285587310791) | > loss_duration: 1.8360390663146973 (1.816901981830597) | > loss_1: 28.489246368408203 (26.966259002685547)  --> STEP: 3 | > loss_disc: 2.168712615966797 (2.266219139099121) | > loss_disc_real_0: 0.061937279999256134 (0.07068091134230296) | > loss_disc_real_1: 0.15796345472335815 (0.1548026204109192) | > loss_disc_real_2: 0.19480647146701813 (0.20470230281352997) | > loss_disc_real_3: 0.20857331156730652 (0.22078040738900503) | > loss_disc_real_4: 0.23798315227031708 (0.23091137409210205) | > loss_disc_real_5: 0.19060352444648743 (0.19462897876898447) | > loss_0: 2.168712615966797 (2.266219139099121) | > loss_gen: 2.5968177318573 (2.458216826121012) | > loss_kl: 1.9950101375579834 (1.941667874654134) | > loss_feat: 9.612844467163086 (8.324386755625406) | > loss_mel: 15.820516586303711 (14.050362586975098) | > loss_duration: 1.8207800388336182 (1.8181946674982707) | > loss_1: 31.84596824645996 (28.59282875061035)  --> STEP: 4 | > loss_disc: 2.271023988723755 (2.2674203515052795) | > loss_disc_real_0: 0.0776098221540451 (0.0724131390452385) | > loss_disc_real_1: 0.1736777126789093 (0.15952139347791672) | > loss_disc_real_2: 0.17222343385219574 (0.1965825855731964) | > loss_disc_real_3: 0.1983569860458374 (0.21517455205321312) | > loss_disc_real_4: 0.2260136753320694 (0.2296869494020939) | > loss_disc_real_5: 0.2373264729976654 (0.2053033523261547) | > loss_0: 2.271023988723755 (2.2674203515052795) | > loss_gen: 2.4599850177764893 (2.4586588740348816) | > loss_kl: 2.0813803672790527 (1.9765959978103638) | > loss_feat: 7.885140419006348 (8.214575171470642) | > loss_mel: 13.676863670349121 (13.956987857818604) | > loss_duration: 1.7512164115905762 (1.801450103521347) | > loss_1: 27.854585647583008 (28.408267974853516) --> EVAL PERFORMANCE | > avg_loader_time: 0.2788776159286499 (+0.0012900233268737793) | > avg_loss_disc: 2.2674203515052795 (-0.09511029720306396) | > avg_loss_disc_real_0: 0.0724131390452385 (-0.12514394894242287) | > avg_loss_disc_real_1: 0.15952139347791672 (-0.05974084883928299) | > avg_loss_disc_real_2: 0.1965825855731964 (-0.028747636824846268) | > avg_loss_disc_real_3: 0.21517455205321312 (-0.012547511607408524) | > avg_loss_disc_real_4: 0.2296869494020939 (-0.03144137188792229) | > avg_loss_disc_real_5: 0.2053033523261547 (-0.048585887998342514) | > avg_loss_0: 2.2674203515052795 (-0.09511029720306396) | > avg_loss_gen: 2.4586588740348816 (-0.37358731031417847) | > avg_loss_kl: 1.9765959978103638 (+0.016917914152145386) | > avg_loss_feat: 8.214575171470642 (+1.1016547679901123) | > avg_loss_mel: 13.956987857818604 (+1.066157579421997) | > avg_loss_duration: 1.801450103521347 (+0.00546380877494812) | > avg_loss_1: 28.408267974853516 (+1.816605567932129)  > EPOCH: 232/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 06:24:10)   --> TIME: 2025-05-10 06:24:44 -- STEP: 37/725 -- GLOBAL_STEP: 214100 | > loss_disc: 2.165187358856201 (2.224488786748937) | > loss_disc_real_0: 0.10915037989616394 (0.15024931769113287) | > loss_disc_real_1: 0.17302551865577698 (0.19328970361400294) | > loss_disc_real_2: 0.17202208936214447 (0.18806771611845172) | > loss_disc_real_3: 0.2128339260816574 (0.20524769014603383) | > loss_disc_real_4: 0.19560672342777252 (0.1996073058328113) | > loss_disc_real_5: 0.18556614220142365 (0.203320464572391) | > loss_0: 2.165187358856201 (2.224488786748937) | > grad_norm_0: tensor(21.9141, device='cuda:0') (tensor(28.0927, device='cuda:0')) | > loss_gen: 2.749788761138916 (2.7662104335991113) | > loss_kl: 1.723244309425354 (1.735697614180075) | > loss_feat: 8.403709411621094 (8.128030712540085) | > loss_mel: 13.115732192993164 (13.134164758630702) | > loss_duration: 1.673278570175171 (1.686727575353674) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.665754318237305 (27.45083118129421) | > grad_norm_1: tensor(490.4363, device='cuda:0') (tensor(521.1909, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.85 (0.8478611031094113) | > loader_time: 0.0095 (0.010419149656553526)  --> TIME: 2025-05-10 06:25:27 -- STEP: 87/725 -- GLOBAL_STEP: 214150 | > loss_disc: 2.20198917388916 (2.219409816566554) | > loss_disc_real_0: 0.13568690419197083 (0.14590458786008006) | > loss_disc_real_1: 0.18827995657920837 (0.19373094984169664) | > loss_disc_real_2: 0.18666629493236542 (0.1882399113356382) | > loss_disc_real_3: 0.20760267972946167 (0.20471877630414634) | > loss_disc_real_4: 0.2002222090959549 (0.19723129495121966) | > loss_disc_real_5: 0.22994373738765717 (0.20314712274348598) | > loss_0: 2.20198917388916 (2.219409816566554) | > grad_norm_0: tensor(19.6493, device='cuda:0') (tensor(25.8960, device='cuda:0')) | > loss_gen: 2.8692893981933594 (2.756290627622056) | > loss_kl: 1.745099663734436 (1.7517679559773411) | > loss_feat: 8.757587432861328 (8.143358115492195) | > loss_mel: 13.908483505249023 (13.130653348462335) | > loss_duration: 1.6792035102844238 (1.687292422371349) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.95966339111328 (27.469362434299512) | > grad_norm_1: tensor(658.8915, device='cuda:0') (tensor(503.2356, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.83 (0.8502877251855259) | > loader_time: 0.0091 (0.010051787584677509)  --> TIME: 2025-05-10 06:26:11 -- STEP: 137/725 -- GLOBAL_STEP: 214200 | > loss_disc: 2.102515697479248 (2.2098658189286264) | > loss_disc_real_0: 0.11191102117300034 (0.14187405089827348) | > loss_disc_real_1: 0.2024117112159729 (0.19238969455235197) | > loss_disc_real_2: 0.19304443895816803 (0.189368814556268) | > loss_disc_real_3: 0.16964036226272583 (0.2040383043515421) | > loss_disc_real_4: 0.17075906693935394 (0.1971059638435823) | > loss_disc_real_5: 0.2050047218799591 (0.20352189134072213) | > loss_0: 2.102515697479248 (2.2098658189286264) | > grad_norm_0: tensor(29.2543, device='cuda:0') (tensor(25.5337, device='cuda:0')) | > loss_gen: 2.7847044467926025 (2.7654687053095683) | > loss_kl: 1.5841890573501587 (1.7522736761691797) | > loss_feat: 8.29030704498291 (8.238612777125226) | > loss_mel: 12.9251070022583 (13.196401846669886) | > loss_duration: 1.6607999801635742 (1.6866731695885206) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.245105743408203 (27.63943016442069) | > grad_norm_1: tensor(546.0756, device='cuda:0') (tensor(520.4509, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.8165 (0.8497263567291037) | > loader_time: 0.0088 (0.010015948845522248)  --> TIME: 2025-05-10 06:26:53 -- STEP: 187/725 -- GLOBAL_STEP: 214250 | > loss_disc: 2.240898609161377 (2.2113685365666664) | > loss_disc_real_0: 0.1118934154510498 (0.14200365316262212) | > loss_disc_real_1: 0.1886807382106781 (0.19280718091656185) | > loss_disc_real_2: 0.182626411318779 (0.1890772369137423) | > loss_disc_real_3: 0.18278555572032928 (0.20415324602216314) | > loss_disc_real_4: 0.18422028422355652 (0.19726600047738793) | > loss_disc_real_5: 0.1971440315246582 (0.2028713745866867) | > loss_0: 2.240898609161377 (2.2113685365666664) | > grad_norm_0: tensor(17.9049, device='cuda:0') (tensor(26.0217, device='cuda:0')) | > loss_gen: 2.5941896438598633 (2.7695880293208623) | > loss_kl: 1.740844964981079 (1.7421514433335492) | > loss_feat: 8.347914695739746 (8.251721522387333) | > loss_mel: 12.902007102966309 (13.22073791626303) | > loss_duration: 1.699285864830017 (1.6867048734012131) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.284242630004883 (27.67090374135716) | > grad_norm_1: tensor(480.6875, device='cuda:0') (tensor(526.2110, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.8351 (0.8480466903849719) | > loader_time: 0.0103 (0.009988259504185647)  --> TIME: 2025-05-10 06:27:36 -- STEP: 237/725 -- GLOBAL_STEP: 214300 | > loss_disc: 2.138146162033081 (2.207449510630676) | > loss_disc_real_0: 0.1871233582496643 (0.1418662504430561) | > loss_disc_real_1: 0.17622901499271393 (0.19277797117514955) | > loss_disc_real_2: 0.18341605365276337 (0.18842785676571897) | > loss_disc_real_3: 0.23470258712768555 (0.20428767328775377) | > loss_disc_real_4: 0.17895051836967468 (0.19721456224153816) | > loss_disc_real_5: 0.2439008504152298 (0.20229754361170754) | > loss_0: 2.138146162033081 (2.207449510630676) | > grad_norm_0: tensor(48.1220, device='cuda:0') (tensor(26.2653, device='cuda:0')) | > loss_gen: 2.9744393825531006 (2.772373689377859) | > loss_kl: 1.987666368484497 (1.7387909325869275) | > loss_feat: 8.978116035461426 (8.24581631326474) | > loss_mel: 15.22194766998291 (13.191679978672463) | > loss_duration: 1.6749870777130127 (1.6864331070380874) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.837156295776367 (27.635093994784455) | > grad_norm_1: tensor(649.3624, device='cuda:0') (tensor(527.1702, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.8131 (0.847359410821134) | > loader_time: 0.0124 (0.009960861648688344)  --> TIME: 2025-05-10 06:28:20 -- STEP: 287/725 -- GLOBAL_STEP: 214350 | > loss_disc: 2.256517171859741 (2.2110550170991483) | > loss_disc_real_0: 0.15879103541374207 (0.1415904205071801) | > loss_disc_real_1: 0.18788458406925201 (0.19330943757440985) | > loss_disc_real_2: 0.20601904392242432 (0.18842728503489747) | > loss_disc_real_3: 0.2268306314945221 (0.20448719837316645) | > loss_disc_real_4: 0.21355637907981873 (0.19755616555645902) | > loss_disc_real_5: 0.23817124962806702 (0.20248973374790427) | > loss_0: 2.256517171859741 (2.2110550170991483) | > grad_norm_0: tensor(35.1699, device='cuda:0') (tensor(26.1909, device='cuda:0')) | > loss_gen: 2.8171610832214355 (2.766595508994124) | > loss_kl: 1.686812162399292 (1.7280613408271444) | > loss_feat: 7.433492183685303 (8.219500423723813) | > loss_mel: 12.505459785461426 (13.175448703433574) | > loss_duration: 1.7016379833221436 (1.6859485201719326) | > amp_scaler: 256.0 (256.8919860627178) | > loss_1: 26.144561767578125 (27.575554485520414) | > grad_norm_1: tensor(809.8322, device='cuda:0') (tensor(525.1115, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.7997 (0.8479065280342768) | > loader_time: 0.01 (0.009907546359072171)  --> TIME: 2025-05-10 06:29:02 -- STEP: 337/725 -- GLOBAL_STEP: 214400 | > loss_disc: 2.1787891387939453 (2.213879347555007) | > loss_disc_real_0: 0.1861094832420349 (0.14153095294972906) | > loss_disc_real_1: 0.19570069015026093 (0.19384583676073613) | > loss_disc_real_2: 0.1810377538204193 (0.1887420699752049) | > loss_disc_real_3: 0.20005127787590027 (0.2046821327432327) | > loss_disc_real_4: 0.20365512371063232 (0.19774016870589206) | > loss_disc_real_5: 0.20604179799556732 (0.2029919929868742) | > loss_0: 2.1787891387939453 (2.213879347555007) | > grad_norm_0: tensor(41.6313, device='cuda:0') (tensor(25.8806, device='cuda:0')) | > loss_gen: 2.905165672302246 (2.7591612126777707) | > loss_kl: 1.568581461906433 (1.7259337442211298) | > loss_feat: 8.18254566192627 (8.18424281026914) | > loss_mel: 13.347379684448242 (13.121561027775886) | > loss_duration: 1.664041519165039 (1.6849508112191447) | > amp_scaler: 256.0 (256.75964391691394) | > loss_1: 27.667715072631836 (27.47584958741501) | > grad_norm_1: tensor(680.0435, device='cuda:0') (tensor(524.8045, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.8588 (0.8467396989420543) | > loader_time: 0.0095 (0.009878338267612183)  --> TIME: 2025-05-10 06:29:45 -- STEP: 387/725 -- GLOBAL_STEP: 214450 | > loss_disc: 2.1869640350341797 (2.212061520386727) | > loss_disc_real_0: 0.13044320046901703 (0.1409457095487173) | > loss_disc_real_1: 0.18797458708286285 (0.1934931375259578) | > loss_disc_real_2: 0.20108197629451752 (0.18870416376017785) | > loss_disc_real_3: 0.22988447546958923 (0.2044043395793407) | > loss_disc_real_4: 0.16704094409942627 (0.19756291198330017) | > loss_disc_real_5: 0.21763888001441956 (0.20357105274533105) | > loss_0: 2.1869640350341797 (2.212061520386727) | > grad_norm_0: tensor(33.2176, device='cuda:0') (tensor(25.7389, device='cuda:0')) | > loss_gen: 2.8393867015838623 (2.761103882654077) | > loss_kl: 1.7401021718978882 (1.7278331481209097) | > loss_feat: 8.319209098815918 (8.208024165427044) | > loss_mel: 13.734241485595703 (13.169343339688401) | > loss_duration: 1.7811574935913086 (1.6852181481452568) | > amp_scaler: 256.0 (256.6614987080103) | > loss_1: 28.41409683227539 (27.551522656620616) | > grad_norm_1: tensor(656.3545, device='cuda:0') (tensor(526.1281, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.8397 (0.8461801962643015) | > loader_time: 0.0097 (0.009878161033610664)  --> TIME: 2025-05-10 06:30:28 -- STEP: 437/725 -- GLOBAL_STEP: 214500 | > loss_disc: 2.3635449409484863 (2.2145328969104345) | > loss_disc_real_0: 0.22273342311382294 (0.14161621949697245) | > loss_disc_real_1: 0.15418732166290283 (0.19365583615935922) | > loss_disc_real_2: 0.19191491603851318 (0.18884828107035131) | > loss_disc_real_3: 0.23168057203292847 (0.20445042776979624) | > loss_disc_real_4: 0.2117162048816681 (0.19805321261048037) | > loss_disc_real_5: 0.18591254949569702 (0.20351681413312242) | > loss_0: 2.3635449409484863 (2.2145328969104345) | > grad_norm_0: tensor(26.0939, device='cuda:0') (tensor(25.8710, device='cuda:0')) | > loss_gen: 2.6252031326293945 (2.7623490092410647) | > loss_kl: 1.7654590606689453 (1.7296233081708512) | > loss_feat: 7.306748867034912 (8.221323350474279) | > loss_mel: 11.833651542663574 (13.201055947921368) | > loss_duration: 1.6425912380218506 (1.6848239309454947) | > amp_scaler: 256.0 (256.58581235697943) | > loss_1: 25.173654556274414 (27.59917552520262) | > grad_norm_1: tensor(603.5542, device='cuda:0') (tensor(523.4065, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.879 (0.845546701680059) | > loader_time: 0.0098 (0.009830629798313034)  --> TIME: 2025-05-10 06:31:11 -- STEP: 487/725 -- GLOBAL_STEP: 214550 | > loss_disc: 2.144345283508301 (2.2142460762352925) | > loss_disc_real_0: 0.11750152707099915 (0.14138149613900833) | > loss_disc_real_1: 0.1735479235649109 (0.19334892959198188) | > loss_disc_real_2: 0.19321197271347046 (0.18890765520459082) | > 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GLOBAL_STEP: 214600 | > loss_disc: 2.303468942642212 (2.2164434081349302) | > loss_disc_real_0: 0.14595027267932892 (0.14151260953264744) | > loss_disc_real_1: 0.21645107865333557 (0.1937347464332812) | > loss_disc_real_2: 0.20242653787136078 (0.18919283504037665) | > loss_disc_real_3: 0.23288246989250183 (0.2044262356875773) | > loss_disc_real_4: 0.21539583802223206 (0.19793695264133435) | > loss_disc_real_5: 0.20438160002231598 (0.20408476114939036) | > loss_0: 2.303468942642212 (2.2164434081349302) | > grad_norm_0: tensor(29.2977, device='cuda:0') (tensor(25.6674, device='cuda:0')) | > loss_gen: 2.6887781620025635 (2.7562153294987737) | > loss_kl: 1.6121635437011719 (1.7266320525156942) | > loss_feat: 7.272367000579834 (8.195230123495033) | > loss_mel: 11.376523971557617 (13.181242289267884) | > loss_duration: 1.7055630683898926 (1.685834408250379) | > amp_scaler: 256.0 (256.47672253258816) | > loss_1: 24.6553955078125 (27.545154163069338) | > grad_norm_1: tensor(524.7154, 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(8.198078682719137) | > loss_mel: 15.187597274780273 (13.197734447719697) | > loss_duration: 1.6641626358032227 (1.6853090370330936) | > amp_scaler: 256.0 (256.43611584327056) | > loss_1: 30.80406951904297 (27.562258280115604) | > grad_norm_1: tensor(238.9485, device='cuda:0') (tensor(521.8514, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.8512 (0.8442374924784826) | > loader_time: 0.0095 (0.009824422189689779)  --> TIME: 2025-05-10 06:33:19 -- STEP: 637/725 -- GLOBAL_STEP: 214700 | > loss_disc: 2.1644840240478516 (2.2147560061614984) | > loss_disc_real_0: 0.08799374848604202 (0.1416861514211449) | > loss_disc_real_1: 0.2086113542318344 (0.1933592005838966) | > loss_disc_real_2: 0.20511578023433685 (0.18911844569154584) | > loss_disc_real_3: 0.2132078856229782 (0.2043248648452609) | > loss_disc_real_4: 0.18818601965904236 (0.1975334522020499) | > loss_disc_real_5: 0.19717548787593842 (0.20396422923453356) | > loss_0: 2.1644840240478516 (2.2147560061614984) | > grad_norm_0: tensor(27.4643, device='cuda:0') (tensor(25.5648, device='cuda:0')) | > loss_gen: 2.886512517929077 (2.7586475017493703) | > loss_kl: 1.7501412630081177 (1.7252363039522751) | > loss_feat: 8.847477912902832 (8.203688670926413) | > loss_mel: 13.698637962341309 (13.211045007690718) | > loss_duration: 1.6566216945648193 (1.685178625153222) | > amp_scaler: 256.0 (256.40188383045495) | > loss_1: 28.839391708374023 (27.583796095436373) | > grad_norm_1: tensor(533.8904, device='cuda:0') (tensor(516.8690, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.8329 (0.84415078275432) | > loader_time: 0.0099 (0.009829505459292898)  --> TIME: 2025-05-10 06:34:02 -- STEP: 687/725 -- GLOBAL_STEP: 214750 | > loss_disc: 2.1490354537963867 (2.2146029803777227) | > loss_disc_real_0: 0.1376337856054306 (0.1415207162065624) | > loss_disc_real_1: 0.1871686428785324 (0.19346117676172017) | > loss_disc_real_2: 0.1749752163887024 (0.18912852335357935) | > loss_disc_real_3: 0.1880454123020172 (0.2043610390226914) | > loss_disc_real_4: 0.1765434294939041 (0.19724329713910957) | > loss_disc_real_5: 0.1877792775630951 (0.20396988824812415) | > loss_0: 2.1490354537963867 (2.2146029803777227) | > grad_norm_0: tensor(9.6399, device='cuda:0') (tensor(25.4402, device='cuda:0')) | > loss_gen: 2.8302853107452393 (2.7585492481137304) | > loss_kl: 1.7459397315979004 (1.722371350209265) | > loss_feat: 8.476195335388184 (8.20458115101554) | > loss_mel: 13.88209342956543 (13.223246055225445) | > loss_duration: 1.7085680961608887 (1.6850307638468174) | > amp_scaler: 256.0 (256.3726346433769) | > loss_1: 28.643083572387695 (27.593778568584327) | > grad_norm_1: tensor(159.7343, device='cuda:0') (tensor(515.1185, device='cuda:0')) | > current_lr_0: 0.00019428294072582235 | > current_lr_1: 0.00019428294072582235 | > step_time: 0.868 (0.8438325924297259) | > loader_time: 0.0098 (0.009822973864914894)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.273771286010742 (2.273771286010742) | > loss_disc_real_0: 0.10882751643657684 (0.10882751643657684) | > loss_disc_real_1: 0.16563622653484344 (0.16563622653484344) | > loss_disc_real_2: 0.18886063992977142 (0.18886063992977142) | > loss_disc_real_3: 0.20977580547332764 (0.20977580547332764) | > loss_disc_real_4: 0.22738255560398102 (0.22738255560398102) | > loss_disc_real_5: 0.22763557732105255 (0.22763557732105255) | > loss_0: 2.273771286010742 (2.273771286010742) | > loss_gen: 2.4573376178741455 (2.4573376178741455) | > loss_kl: 2.300316333770752 (2.300316333770752) | > loss_feat: 8.727922439575195 (8.727922439575195) | > loss_mel: 14.501996040344238 (14.501996040344238) | > loss_duration: 1.681727409362793 (1.681727409362793) | > loss_1: 29.669300079345703 (29.669300079345703)  --> STEP: 1 | > loss_disc: 2.2042648792266846 (2.2042648792266846) | > loss_disc_real_0: 0.10392045229673386 (0.10392045229673386) | > loss_disc_real_1: 0.1690412163734436 (0.1690412163734436) | > loss_disc_real_2: 0.18424350023269653 (0.18424350023269653) | > loss_disc_real_3: 0.1843874156475067 (0.1843874156475067) | > loss_disc_real_4: 0.20682090520858765 (0.20682090520858765) | > loss_disc_real_5: 0.22199933230876923 (0.22199933230876923) | > loss_0: 2.2042648792266846 (2.2042648792266846) | > loss_gen: 2.469921588897705 (2.469921588897705) | > loss_kl: 2.143716812133789 (2.143716812133789) | > loss_feat: 8.970529556274414 (8.970529556274414) | > loss_mel: 14.359292984008789 (14.359292984008789) | > loss_duration: 1.7791322469711304 (1.7791322469711304) | > loss_1: 29.722593307495117 (29.722593307495117)  --> STEP: 2 | > loss_disc: 2.2774853706359863 (2.2408751249313354) | > loss_disc_real_0: 0.11986318230628967 (0.11189181730151176) | > loss_disc_real_1: 0.16207876801490784 (0.16555999219417572) | > loss_disc_real_2: 0.19452592730522156 (0.18938471376895905) | > loss_disc_real_3: 0.20076744258403778 (0.19257742911577225) | > loss_disc_real_4: 0.23843006789684296 (0.2226254865527153) | > loss_disc_real_5: 0.23760907351970673 (0.22980420291423798) | > loss_0: 2.2774853706359863 (2.2408751249313354) | > loss_gen: 2.4900107383728027 (2.479966163635254) | > loss_kl: 2.080113410949707 (2.111915111541748) | > loss_feat: 7.887932300567627 (8.42923092842102) | > loss_mel: 14.320308685302734 (14.339800834655762) | > loss_duration: 1.8309662342071533 (1.8050492405891418) | > loss_1: 28.609333038330078 (29.165963172912598)  --> STEP: 3 | > loss_disc: 2.26635479927063 (2.2493683497111) | > loss_disc_real_0: 0.10506454855203629 (0.1096160610516866) | > loss_disc_real_1: 0.18368291854858398 (0.17160096764564514) | > loss_disc_real_2: 0.18884271383285522 (0.1892040471235911) | > loss_disc_real_3: 0.19128216803073883 (0.1921456754207611) | > loss_disc_real_4: 0.2410273253917694 (0.2287594328324) | > loss_disc_real_5: 0.2406412810087204 (0.23341656227906546) | > loss_0: 2.26635479927063 (2.2493683497111) | > loss_gen: 2.538093090057373 (2.4993418057759604) | > loss_kl: 2.1317412853240967 (2.1185238361358643) | > loss_feat: 8.518349647521973 (8.458937168121338) | > loss_mel: 14.303132057189941 (14.327577908833822) | > loss_duration: 1.808681845664978 (1.806260108947754) | > loss_1: 29.299999237060547 (29.210641860961914)  --> STEP: 4 | > loss_disc: 2.1412782669067383 (2.2223458290100098) | > loss_disc_real_0: 0.08002950251102448 (0.10221942141652107) | > loss_disc_real_1: 0.1659599095582962 (0.1701907031238079) | > loss_disc_real_2: 0.12540613114833832 (0.1732545681297779) | > loss_disc_real_3: 0.18874400854110718 (0.19129525870084763) | > loss_disc_real_4: 0.21525034308433533 (0.22538216039538383) | > loss_disc_real_5: 0.23074522614479065 (0.23274872824549675) | > loss_0: 2.1412782669067383 (2.2223458290100098) | > loss_gen: 2.5698354244232178 (2.5169652104377747) | > loss_kl: 1.9663478136062622 (2.0804798305034637) | > loss_feat: 10.150407791137695 (8.881804823875427) | > loss_mel: 17.1456356048584 (15.032092332839966) | > loss_duration: 1.7454566955566406 (1.7910592555999756) | > loss_1: 33.57768249511719 (30.302402019500732) --> EVAL PERFORMANCE | > avg_loader_time: 0.278606653213501 (-0.0002709627151489258) | > avg_loss_disc: 2.2223458290100098 (-0.045074522495269775) | > avg_loss_disc_real_0: 0.10221942141652107 (+0.029806282371282578) | > avg_loss_disc_real_1: 0.1701907031238079 (+0.01066930964589119) | > avg_loss_disc_real_2: 0.1732545681297779 (-0.023328017443418503) | > avg_loss_disc_real_3: 0.19129525870084763 (-0.023879293352365494) | > avg_loss_disc_real_4: 0.22538216039538383 (-0.0043047890067100525) | > avg_loss_disc_real_5: 0.23274872824549675 (+0.02744537591934204) | > avg_loss_0: 2.2223458290100098 (-0.045074522495269775) | > avg_loss_gen: 2.5169652104377747 (+0.058306336402893066) | > avg_loss_kl: 2.0804798305034637 (+0.10388383269309998) | > avg_loss_feat: 8.881804823875427 (+0.6672296524047852) | > avg_loss_mel: 15.032092332839966 (+1.0751044750213623) | > avg_loss_duration: 1.7910592555999756 (-0.01039084792137146) | > avg_loss_1: 30.302402019500732 (+1.8941340446472168)  > EPOCH: 233/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 06:34:41)   --> TIME: 2025-05-10 06:34:53 -- STEP: 12/725 -- GLOBAL_STEP: 214800 | > loss_disc: 2.146172285079956 (2.227095047632853) | > loss_disc_real_0: 0.13899382948875427 (0.14178146856526533) | > loss_disc_real_1: 0.17916570603847504 (0.19951906303564707) | > loss_disc_real_2: 0.20141789317131042 (0.18862405170996985) | > loss_disc_real_3: 0.1957104504108429 (0.20460712537169456) | > loss_disc_real_4: 0.20116324722766876 (0.20054603119691214) | > loss_disc_real_5: 0.17827650904655457 (0.2076021544635296) | > loss_0: 2.146172285079956 (2.227095047632853) | > grad_norm_0: tensor(37.0613, device='cuda:0') (tensor(26.0278, device='cuda:0')) | > loss_gen: 2.781752109527588 (2.719098965326945) | > loss_kl: 1.6815773248672485 (1.7024369537830353) | > loss_feat: 8.096742630004883 (8.101018826166788) | > loss_mel: 13.4068021774292 (13.293820063273111) | > loss_duration: 1.712660312652588 (1.6901956895987194) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.679534912109375 (27.50657033920288) | > grad_norm_1: tensor(665.7384, device='cuda:0') (tensor(482.3552, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8508 (0.8414528965950012) | > loader_time: 0.0091 (0.010438303152720133)  --> TIME: 2025-05-10 06:35:37 -- STEP: 62/725 -- GLOBAL_STEP: 214850 | > loss_disc: 2.126603603363037 (2.188333184488358) | > loss_disc_real_0: 0.12703575193881989 (0.13499878551210132) | > loss_disc_real_1: 0.19556573033332825 (0.19129577903978287) | > loss_disc_real_2: 0.16914144158363342 (0.18840684885940245) | > loss_disc_real_3: 0.21913087368011475 (0.20292469282304088) | > loss_disc_real_4: 0.20392364263534546 (0.19538252103713252) | > loss_disc_real_5: 0.20493140816688538 (0.20408826946250855) | > loss_0: 2.126603603363037 (2.188333184488358) | > grad_norm_0: tensor(11.6988, device='cuda:0') (tensor(25.5600, device='cuda:0')) | > loss_gen: 2.894075870513916 (2.7831002589195006) | > loss_kl: 1.6511461734771729 (1.711704183009363) | > loss_feat: 8.531622886657715 (8.402195976626492) | > loss_mel: 13.753033638000488 (13.523171717120755) | > loss_duration: 1.720564603805542 (1.6815106484197802) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.55044174194336 (28.10168247838174) | > grad_norm_1: tensor(617.0472, device='cuda:0') (tensor(561.7423, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8514 (0.8609022478903493) | > loader_time: 0.0099 (0.010123233641347578)  --> TIME: 2025-05-10 06:36:20 -- STEP: 112/725 -- GLOBAL_STEP: 214900 | > loss_disc: 2.348979949951172 (2.2043130929980963) | > loss_disc_real_0: 0.13029244542121887 (0.13893769728019822) | > loss_disc_real_1: 0.19633106887340546 (0.19296986795961857) | > loss_disc_real_2: 0.16403351724147797 (0.18877548245447026) | > loss_disc_real_3: 0.2426752895116806 (0.2041405201224344) | > loss_disc_real_4: 0.19765228033065796 (0.1969068186091525) | > loss_disc_real_5: 0.23362576961517334 (0.2034376340785197) | > loss_0: 2.348979949951172 (2.2043130929980963) | > grad_norm_0: tensor(14.9643, device='cuda:0') (tensor(27.0902, device='cuda:0')) | > loss_gen: 2.506845474243164 (2.778927057981491) | > loss_kl: 1.6333796977996826 (1.722440769629819) | > loss_feat: 6.836085796356201 (8.299997240304943) | > loss_mel: 12.159626007080078 (13.359583020210266) | > loss_duration: 1.6770172119140625 (1.6855745624218668) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.81295394897461 (27.84652250153678) | > grad_norm_1: tensor(151.6882, device='cuda:0') (tensor(551.3096, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8365 (0.8555715892996106) | > loader_time: 0.0093 (0.009930902293750219)  --> TIME: 2025-05-10 06:37:03 -- STEP: 162/725 -- GLOBAL_STEP: 214950 | > loss_disc: 2.2242584228515625 (2.210961418387332) | > loss_disc_real_0: 0.1174347922205925 (0.139915407301835) | > loss_disc_real_1: 0.20604968070983887 (0.19334379390433973) | > loss_disc_real_2: 0.17996159195899963 (0.18970803806075343) | > loss_disc_real_3: 0.2040683478116989 (0.20427542796105513) | > loss_disc_real_4: 0.21778535842895508 (0.19684171115542634) | > loss_disc_real_5: 0.21618102490901947 (0.20452793889943463) | > loss_0: 2.2242584228515625 (2.210961418387332) | > grad_norm_0: tensor(19.0647, device='cuda:0') (tensor(26.8345, device='cuda:0')) | > loss_gen: 2.6766486167907715 (2.7694510412804876) | > loss_kl: 1.9015547037124634 (1.7198403978053438) | > loss_feat: 7.432122707366943 (8.278159750832451) | > loss_mel: 12.425901412963867 (13.318629129433338) | > loss_duration: 1.628415822982788 (1.6860740346673093) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.06464385986328 (27.772154289999126) | > grad_norm_1: tensor(612.3687, device='cuda:0') (tensor(537.3907, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.828 (0.8539257800137555) | > loader_time: 0.0094 (0.00979727874567479)  --> TIME: 2025-05-10 06:37:47 -- STEP: 212/725 -- GLOBAL_STEP: 215000 | > loss_disc: 2.416377544403076 (2.2159683816837834) | > loss_disc_real_0: 0.14763984084129333 (0.14070354507498004) | > loss_disc_real_1: 0.19548974931240082 (0.19338294540373777) | > loss_disc_real_2: 0.19971998035907745 (0.19015096549717886) | > loss_disc_real_3: 0.2169850617647171 (0.20468930555683262) | > loss_disc_real_4: 0.2190447896718979 (0.19752233623052542) | > loss_disc_real_5: 0.20674213767051697 (0.20432483334586304) | > loss_0: 2.416377544403076 (2.2159683816837834) | > grad_norm_0: tensor(36.5493, device='cuda:0') (tensor(26.0712, device='cuda:0')) | > loss_gen: 2.435593843460083 (2.7609591101700404) | > loss_kl: 1.6860344409942627 (1.7153349878653044) | > loss_feat: 6.312779903411865 (8.261854934242537) | > loss_mel: 10.29346752166748 (13.320530005221096) | > loss_duration: 1.6902424097061157 (1.68538909307066) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.418119430541992 (27.744068100767315) | > grad_norm_1: tensor(139.7986, device='cuda:0') (tensor(519.5296, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8459 (0.8531500944551432) | > loader_time: 0.0112 (0.009831723177208087) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_215000.pth  --> TIME: 2025-05-10 06:38:32 -- STEP: 262/725 -- GLOBAL_STEP: 215050 | > loss_disc: 2.0247859954833984 (2.214644423877921) | > loss_disc_real_0: 0.11184822022914886 (0.14125015270960223) | > loss_disc_real_1: 0.1610821932554245 (0.1930520316116682) | > loss_disc_real_2: 0.1882067769765854 (0.18966217634787086) | > loss_disc_real_3: 0.1853175163269043 (0.20452704456926302) | > loss_disc_real_4: 0.15826399624347687 (0.1973606804741248) | > loss_disc_real_5: 0.2321491837501526 (0.20457657784906053) | > loss_0: 2.0247859954833984 (2.214644423877921) | > grad_norm_0: tensor(21.0247, device='cuda:0') (tensor(25.7758, device='cuda:0')) | > loss_gen: 2.8108441829681396 (2.7593389585727954) | > loss_kl: 1.6445142030715942 (1.7182235763273168) | > loss_feat: 9.417952537536621 (8.24173800271886) | > loss_mel: 14.475193977355957 (13.27400136903952) | > loss_duration: 1.677067756652832 (1.6863314436592218) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.02557373046875 (27.679633308002966) | > grad_norm_1: tensor(663.7969, device='cuda:0') (tensor(518.8884, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8923 (0.8515859778600795) | > loader_time: 0.0096 (0.009952653455370252)  --> TIME: 2025-05-10 06:39:15 -- STEP: 312/725 -- GLOBAL_STEP: 215100 | > loss_disc: 2.225832939147949 (2.2128880031597933) | > loss_disc_real_0: 0.12488546967506409 (0.14097511785057087) | > loss_disc_real_1: 0.20488391816616058 (0.19248315209570596) | > loss_disc_real_2: 0.17342844605445862 (0.18971636991661336) | > loss_disc_real_3: 0.19170162081718445 (0.20454786670131558) | > loss_disc_real_4: 0.17713381350040436 (0.1970343354802866) | > loss_disc_real_5: 0.20177948474884033 (0.20429603077280215) | > loss_0: 2.225832939147949 (2.2128880031597933) | > grad_norm_0: tensor(18.7565, device='cuda:0') (tensor(25.4237, device='cuda:0')) | > loss_gen: 2.740551471710205 (2.760025586837379) | > loss_kl: 1.526790976524353 (1.7122463587767038) | > loss_feat: 8.404887199401855 (8.249820351600647) | > loss_mel: 12.949556350708008 (13.26619308117109) | > loss_duration: 1.6726746559143066 (1.685792082013228) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.294458389282227 (27.674077406907692) | > grad_norm_1: tensor(389.4179, device='cuda:0') (tensor(512.0954, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8448 (0.8507796961527604) | > loader_time: 0.0104 (0.010006968027506117)  --> TIME: 2025-05-10 06:39:59 -- STEP: 362/725 -- GLOBAL_STEP: 215150 | > loss_disc: 2.2944018840789795 (2.21292704442588) | > loss_disc_real_0: 0.14244863390922546 (0.1412664560487915) | > loss_disc_real_1: 0.18846119940280914 (0.19217792355059257) | > loss_disc_real_2: 0.19917798042297363 (0.1897752307231914) | > loss_disc_real_3: 0.19609203934669495 (0.2042905209966786) | > loss_disc_real_4: 0.19100943207740784 (0.1969860066037152) | > loss_disc_real_5: 0.20137563347816467 (0.20488172020372106) | > loss_0: 2.2944018840789795 (2.21292704442588) | > grad_norm_0: tensor(18.6470, device='cuda:0') (tensor(24.8915, device='cuda:0')) | > loss_gen: 2.7061004638671875 (2.7588063629951294) | > loss_kl: 1.792722463607788 (1.7115619314309642) | > loss_feat: 7.982982635498047 (8.2627754975419) | > loss_mel: 13.251175880432129 (13.283880173172086) | > loss_duration: 1.624320149421692 (1.684507139150609) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.357303619384766 (27.701531088813233) | > grad_norm_1: tensor(235.3138, device='cuda:0') (tensor(506.3795, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8479 (0.8518594167509131) | > loader_time: 0.0099 (0.010035870483567045)  --> TIME: 2025-05-10 06:40:42 -- STEP: 412/725 -- GLOBAL_STEP: 215200 | > loss_disc: 2.312715530395508 (2.2093802632637383) | > loss_disc_real_0: 0.12773588299751282 (0.14129447389068522) | > loss_disc_real_1: 0.20382192730903625 (0.1919278552014272) | > loss_disc_real_2: 0.19367174804210663 (0.18951790595372908) | > loss_disc_real_3: 0.19156505167484283 (0.20400028003072276) | > loss_disc_real_4: 0.21821968257427216 (0.19672128286899876) | > loss_disc_real_5: 0.23752982914447784 (0.20461753072235192) | > loss_0: 2.312715530395508 (2.2093802632637383) | > grad_norm_0: tensor(41.8424, device='cuda:0') (tensor(25.0477, device='cuda:0')) | > loss_gen: 2.546977996826172 (2.7642738940646367) | > loss_kl: 1.7220076322555542 (1.7098002830176677) | > loss_feat: 7.227155685424805 (8.279499817820426) | > loss_mel: 12.268662452697754 (13.282188859958097) | > loss_duration: 1.6862239837646484 (1.6848929081727) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.45102882385254 (27.720655751459805) | > grad_norm_1: tensor(592.2169, device='cuda:0') (tensor(508.0209, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8648 (0.851727554520357) | > loader_time: 0.009 (0.01005276140657444)  --> TIME: 2025-05-10 06:41:25 -- STEP: 462/725 -- GLOBAL_STEP: 215250 | > loss_disc: 2.186432123184204 (2.2105038295060515) | > loss_disc_real_0: 0.1130991280078888 (0.1407968468190013) | > loss_disc_real_1: 0.17245595157146454 (0.19214315528606438) | > loss_disc_real_2: 0.18392354249954224 (0.18972281911672456) | > loss_disc_real_3: 0.22602148354053497 (0.20412875731270036) | > loss_disc_real_4: 0.20217587053775787 (0.19673306633641713) | > loss_disc_real_5: 0.18050222098827362 (0.20458411573718638) | > loss_0: 2.186432123184204 (2.2105038295060515) | > grad_norm_0: tensor(11.4519, device='cuda:0') (tensor(24.8103, device='cuda:0')) | > loss_gen: 2.9609293937683105 (2.7625108105795744) | > loss_kl: 1.9366036653518677 (1.713381261794598) | > loss_feat: 8.343040466308594 (8.265771522150404) | > loss_mel: 13.827908515930176 (13.267934512266352) | > loss_duration: 1.7068543434143066 (1.6847168498741083) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.77533531188965 (27.69431496492196) | > grad_norm_1: tensor(372.1781, device='cuda:0') (tensor(508.9347, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.795 (0.8507435275362684) | > loader_time: 0.0095 (0.010099385723923196)  --> TIME: 2025-05-10 06:42:08 -- STEP: 512/725 -- GLOBAL_STEP: 215300 | > loss_disc: 2.2163991928100586 (2.212086209561675) | > loss_disc_real_0: 0.08888069540262222 (0.1412989706586813) | > loss_disc_real_1: 0.19826877117156982 (0.19230517058167604) | > loss_disc_real_2: 0.17225749790668488 (0.18964739912189546) | > loss_disc_real_3: 0.24040180444717407 (0.20447292155586183) | > loss_disc_real_4: 0.17472857236862183 (0.19688910752302038) | > loss_disc_real_5: 0.19221839308738708 (0.20464677800191566) | > loss_0: 2.2163991928100586 (2.212086209561675) | > grad_norm_0: tensor(18.4794, device='cuda:0') (tensor(25.2358, device='cuda:0')) | > loss_gen: 2.740407705307007 (2.761688239406796) | > loss_kl: 1.714911699295044 (1.716987677384168) | > loss_feat: 8.864232063293457 (8.255404491908841) | > loss_mel: 13.627994537353516 (13.258576905354861) | > loss_duration: 1.6371383666992188 (1.685161672765389) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.584684371948242 (27.67781899496913) | > grad_norm_1: tensor(532.3914, device='cuda:0') (tensor(509.1324, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8467 (0.8497418607585132) | > loader_time: 0.0111 (0.010108576156198982)  --> TIME: 2025-05-10 06:42:51 -- STEP: 562/725 -- GLOBAL_STEP: 215350 | > loss_disc: 2.108574867248535 (2.21082553702317) | > loss_disc_real_0: 0.10813024640083313 (0.14070203724015645) | > loss_disc_real_1: 0.14258375763893127 (0.1922112749988922) | > loss_disc_real_2: 0.17928415536880493 (0.1895692698471912) | > loss_disc_real_3: 0.1882515698671341 (0.204548222844711) | > loss_disc_real_4: 0.1632823795080185 (0.19676079383630352) | > loss_disc_real_5: 0.1833312213420868 (0.20474221806615273) | > loss_0: 2.108574867248535 (2.21082553702317) | > grad_norm_0: tensor(19.4855, device='cuda:0') (tensor(25.0362, device='cuda:0')) | > loss_gen: 3.0228447914123535 (2.7618940966833554) | > loss_kl: 1.8501302003860474 (1.720661924402909) | > loss_feat: 10.176465034484863 (8.259657394843588) | > loss_mel: 13.776667594909668 (13.258162077635635) | > loss_duration: 1.6456698179244995 (1.6850675469615706) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.471776962280273 (27.685443039890718) | > grad_norm_1: tensor(466.1890, device='cuda:0') (tensor(509.6472, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.893 (0.8492634147935915) | > loader_time: 0.0118 (0.010117921964977992)  --> TIME: 2025-05-10 06:43:34 -- STEP: 612/725 -- GLOBAL_STEP: 215400 | > loss_disc: 2.1594505310058594 (2.2099379476378935) | > loss_disc_real_0: 0.15813179314136505 (0.14063634458028407) | > loss_disc_real_1: 0.18767406046390533 (0.19212835143301996) | > loss_disc_real_2: 0.15844962000846863 (0.18938905899139016) | > loss_disc_real_3: 0.23591864109039307 (0.20464035379243833) | > loss_disc_real_4: 0.17723751068115234 (0.19686538015120955) | > loss_disc_real_5: 0.17508262395858765 (0.20474494365500473) | > loss_0: 2.1594505310058594 (2.2099379476378935) | > grad_norm_0: tensor(29.3685, device='cuda:0') (tensor(24.8363, device='cuda:0')) | > loss_gen: 2.8938698768615723 (2.761564582391503) | > loss_kl: 1.7166407108306885 (1.7274411254458957) | > loss_feat: 9.371654510498047 (8.265015590424628) | > loss_mel: 14.415642738342285 (13.2660539352816) | > loss_duration: 1.6068366765975952 (1.6849255797520182) | > amp_scaler: 32.0 (249.2549019607843) | > loss_1: 30.004642486572266 (27.705000796349225) | > grad_norm_1: tensor(741.9843, device='cuda:0') (tensor(507.3824, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8129 (0.8490372280669366) | > loader_time: 0.0101 (0.010126759803373051)  --> TIME: 2025-05-10 06:44:16 -- STEP: 662/725 -- GLOBAL_STEP: 215450 | > loss_disc: 2.3023569583892822 (2.2101919157627496) | > loss_disc_real_0: 0.21415388584136963 (0.1406336565167162) | > loss_disc_real_1: 0.2247033715248108 (0.1922905678970576) | > loss_disc_real_2: 0.20737260580062866 (0.18940420750404774) | > loss_disc_real_3: 0.2080046832561493 (0.20468629766086802) | > loss_disc_real_4: 0.1888970136642456 (0.1967014270381624) | > loss_disc_real_5: 0.23257972300052643 (0.20478361804499737) | > loss_0: 2.3023569583892822 (2.2101919157627496) | > grad_norm_0: tensor(36.4391, device='cuda:0') (tensor(24.8064, device='cuda:0')) | > loss_gen: 2.829578399658203 (2.7633429888151926) | > loss_kl: 1.8109112977981567 (1.726744688349548) | > loss_feat: 8.060686111450195 (8.270319126884017) | > loss_mel: 13.719952583312988 (13.290101205474306) | > loss_duration: 1.6978180408477783 (1.6850611338802695) | > amp_scaler: 32.0 (232.84592145015105) | > loss_1: 28.118946075439453 (27.735569129897755) | > grad_norm_1: tensor(315.5518, device='cuda:0') (tensor(506.3669, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.875 (0.8483519950301984) | > loader_time: 0.011 (0.0101408645105506)  --> TIME: 2025-05-10 06:44:59 -- STEP: 712/725 -- GLOBAL_STEP: 215500 | > loss_disc: 2.1165313720703125 (2.211176674687463) | > loss_disc_real_0: 0.11340642720460892 (0.14092219820811186) | > loss_disc_real_1: 0.17788775265216827 (0.19239967140588868) | > loss_disc_real_2: 0.18550117313861847 (0.18945545458308097) | > loss_disc_real_3: 0.17505764961242676 (0.2046599842273118) | > loss_disc_real_4: 0.17272110283374786 (0.19666556400780588) | > loss_disc_real_5: 0.18509972095489502 (0.20462836477947377) | > loss_0: 2.1165313720703125 (2.211176674687463) | > grad_norm_0: tensor(10.4004, device='cuda:0') (tensor(24.7795, device='cuda:0')) | > loss_gen: 2.6715173721313477 (2.7615402250477445) | > loss_kl: 1.6419190168380737 (1.7227280365951945) | > loss_feat: 8.239949226379395 (8.257323977652552) | > loss_mel: 13.269526481628418 (13.278469167398608) | > loss_duration: 1.6767231225967407 (1.6843440546078627) | > amp_scaler: 32.0 (218.74157303370785) | > loss_1: 27.4996337890625 (27.704405452428244) | > grad_norm_1: tensor(395.6924, device='cuda:0') (tensor(504.0259, device='cuda:0')) | > current_lr_0: 0.0001942586553582316 | > current_lr_1: 0.0001942586553582316 | > step_time: 0.8092 (0.8482542369472845) | > loader_time: 0.0094 (0.010183037666792287)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.400236129760742 (2.400236129760742) | > loss_disc_real_0: 0.21789176762104034 (0.21789176762104034) | > loss_disc_real_1: 0.16864335536956787 (0.16864335536956787) | > loss_disc_real_2: 0.17961668968200684 (0.17961668968200684) | > loss_disc_real_3: 0.24690623581409454 (0.24690623581409454) | > loss_disc_real_4: 0.18971671164035797 (0.18971671164035797) | > loss_disc_real_5: 0.26840248703956604 (0.26840248703956604) | > loss_0: 2.400236129760742 (2.400236129760742) | > loss_gen: 2.485609531402588 (2.485609531402588) | > loss_kl: 1.9481650590896606 (1.9481650590896606) | > loss_feat: 6.83562707901001 (6.83562707901001) | > loss_mel: 12.384296417236328 (12.384296417236328) | > loss_duration: 1.6785874366760254 (1.6785874366760254) | > loss_1: 25.332284927368164 (25.332284927368164)  --> STEP: 1 | > loss_disc: 2.2732861042022705 (2.2732861042022705) | > loss_disc_real_0: 0.20429202914237976 (0.20429202914237976) | > loss_disc_real_1: 0.14864087104797363 (0.14864087104797363) | > loss_disc_real_2: 0.15887445211410522 (0.15887445211410522) | > loss_disc_real_3: 0.23393210768699646 (0.23393210768699646) | > loss_disc_real_4: 0.2138543426990509 (0.2138543426990509) | > loss_disc_real_5: 0.29631513357162476 (0.29631513357162476) | > loss_0: 2.2732861042022705 (2.2732861042022705) | > loss_gen: 2.846287965774536 (2.846287965774536) | > loss_kl: 2.0383412837982178 (2.0383412837982178) | > loss_feat: 8.657368659973145 (8.657368659973145) | > loss_mel: 15.126190185546875 (15.126190185546875) | > loss_duration: 1.7756479978561401 (1.7756479978561401) | > loss_1: 30.443836212158203 (30.443836212158203)  --> STEP: 2 | > loss_disc: 2.131741523742676 (2.202513813972473) | > loss_disc_real_0: 0.19703245162963867 (0.20066224038600922) | > loss_disc_real_1: 0.15188466012477875 (0.1502627655863762) | > loss_disc_real_2: 0.1573251336812973 (0.15809979289770126) | > loss_disc_real_3: 0.20654334127902985 (0.22023772448301315) | > loss_disc_real_4: 0.18718963861465454 (0.20052199065685272) | > loss_disc_real_5: 0.2280464470386505 (0.26218079030513763) | > loss_0: 2.131741523742676 (2.202513813972473) | > loss_gen: 2.924957275390625 (2.8856226205825806) | > loss_kl: 1.8761742115020752 (1.9572577476501465) | > loss_feat: 9.046266555786133 (8.851817607879639) | > loss_mel: 15.003227233886719 (15.064708709716797) | > loss_duration: 1.8182449340820312 (1.7969464659690857) | > loss_1: 30.668869018554688 (30.556352615356445)  --> STEP: 3 | > loss_disc: 2.11331844329834 (2.172782023747762) | > loss_disc_real_0: 0.19952812790870667 (0.20028420289357504) | > loss_disc_real_1: 0.16253072023391724 (0.1543520838022232) | > loss_disc_real_2: 0.14979346096515656 (0.15533101558685303) | > loss_disc_real_3: 0.21104742586612701 (0.21717429161071777) | > loss_disc_real_4: 0.18412315845489502 (0.19505571325620016) | > loss_disc_real_5: 0.26054641604423523 (0.26163599888483685) | > loss_0: 2.11331844329834 (2.172782023747762) | > loss_gen: 3.0884408950805664 (2.953228712081909) | > loss_kl: 1.9866540431976318 (1.9670565128326416) | > loss_feat: 9.849288940429688 (9.184308052062988) | > loss_mel: 15.865077018737793 (15.331498146057129) | > loss_duration: 1.8073537349700928 (1.8004155556360881) | > loss_1: 32.5968132019043 (31.23650614420573)  --> STEP: 4 | > loss_disc: 2.202836036682129 (2.1802955269813538) | > loss_disc_real_0: 0.17843742668628693 (0.194822508841753) | > loss_disc_real_1: 0.165533185005188 (0.1571473591029644) | > loss_disc_real_2: 0.14347048103809357 (0.15236588194966316) | > loss_disc_real_3: 0.20786884427070618 (0.21484792977571487) | > loss_disc_real_4: 0.17728044092655182 (0.19061189517378807) | > loss_disc_real_5: 0.2896832227706909 (0.26864780485630035) | > loss_0: 2.202836036682129 (2.1802955269813538) | > loss_gen: 2.86606502532959 (2.9314377903938293) | > loss_kl: 2.061405658721924 (1.9906437993049622) | > loss_feat: 11.354815483093262 (9.726934909820557) | > loss_mel: 16.4771785736084 (15.617918252944946) | > loss_duration: 1.748918890953064 (1.787541389465332) | > loss_1: 34.508384704589844 (32.05447578430176) --> EVAL PERFORMANCE | > avg_loader_time: 0.28209298849105835 (+0.003486335277557373) | > avg_loss_disc: 2.1802955269813538 (-0.042050302028656006) | > avg_loss_disc_real_0: 0.194822508841753 (+0.09260308742523193) | > avg_loss_disc_real_1: 0.1571473591029644 (-0.013043344020843506) | > avg_loss_disc_real_2: 0.15236588194966316 (-0.020888686180114746) | > avg_loss_disc_real_3: 0.21484792977571487 (+0.02355267107486725) | > avg_loss_disc_real_4: 0.19061189517378807 (-0.034770265221595764) | > avg_loss_disc_real_5: 0.26864780485630035 (+0.035899076610803604) | > avg_loss_0: 2.1802955269813538 (-0.042050302028656006) | > avg_loss_gen: 2.9314377903938293 (+0.4144725799560547) | > avg_loss_kl: 1.9906437993049622 (-0.08983603119850159) | > avg_loss_feat: 9.726934909820557 (+0.8451300859451294) | > avg_loss_mel: 15.617918252944946 (+0.5858259201049805) | > avg_loss_duration: 1.787541389465332 (-0.0035178661346435547) | > avg_loss_1: 32.05447578430176 (+1.7520737648010254)  > EPOCH: 234/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 06:45:17)   --> TIME: 2025-05-10 06:45:51 -- STEP: 37/725 -- GLOBAL_STEP: 215550 | > loss_disc: 2.211591958999634 (2.2308305211969324) | > loss_disc_real_0: 0.11525489389896393 (0.14627185665272377) | > loss_disc_real_1: 0.2093966156244278 (0.19414742854801384) | > loss_disc_real_2: 0.17786896228790283 (0.18886126940314835) | > loss_disc_real_3: 0.19708757102489471 (0.20567818308198774) | > loss_disc_real_4: 0.1722070425748825 (0.19896060067254143) | > loss_disc_real_5: 0.1968713104724884 (0.20563367774357666) | > loss_0: 2.211591958999634 (2.2308305211969324) | > grad_norm_0: tensor(22.6280, device='cuda:0') (tensor(20.8827, device='cuda:0')) | > loss_gen: 2.688164472579956 (2.7175030515000627) | > loss_kl: 1.7179473638534546 (1.6964749806636088) | > loss_feat: 8.452963829040527 (8.10827788791141) | > loss_mel: 13.430704116821289 (13.267437831775561) | > loss_duration: 1.6863985061645508 (1.6806914741928514) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.976177215576172 (27.470385216377878) | > grad_norm_1: tensor(399.7906, device='cuda:0') (tensor(403.6867, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8376 (0.8594861417203337) | > loader_time: 0.0101 (0.00974980560508934)  --> TIME: 2025-05-10 06:46:34 -- STEP: 87/725 -- GLOBAL_STEP: 215600 | > loss_disc: 2.180614471435547 (2.2187262513171673) | > loss_disc_real_0: 0.13726723194122314 (0.1418532304380132) | > loss_disc_real_1: 0.17094357311725616 (0.1932145886380097) | > loss_disc_real_2: 0.1947842389345169 (0.1899624535407143) | > loss_disc_real_3: 0.20546956360340118 (0.2048636381996089) | > loss_disc_real_4: 0.21687087416648865 (0.1975667122109182) | > loss_disc_real_5: 0.21481944620609283 (0.20657403304659086) | > loss_0: 2.180614471435547 (2.2187262513171673) | > grad_norm_0: tensor(15.7418, device='cuda:0') (tensor(21.9868, device='cuda:0')) | > loss_gen: 2.7609176635742188 (2.7381064151895456) | > loss_kl: 1.7218409776687622 (1.7227433961013268) | > loss_feat: 7.769976615905762 (8.164319833119709) | > loss_mel: 13.530508995056152 (13.208311157665033) | > loss_duration: 1.6466060876846313 (1.6829969663729614) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.429851531982422 (27.51647791369208) | > grad_norm_1: tensor(578.6927, device='cuda:0') (tensor(455.0565, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8205 (0.8525616026472771) | > loader_time: 0.0091 (0.009722512343834186)  --> TIME: 2025-05-10 06:47:17 -- STEP: 137/725 -- GLOBAL_STEP: 215650 | > loss_disc: 2.1161766052246094 (2.203265913211518) | > loss_disc_real_0: 0.15656182169914246 (0.1406616247157111) | > loss_disc_real_1: 0.18504399061203003 (0.19168788542712692) | > loss_disc_real_2: 0.1870986521244049 (0.18798694580140776) | > loss_disc_real_3: 0.21514469385147095 (0.2041645584097744) | > loss_disc_real_4: 0.16741150617599487 (0.19677336655393998) | > loss_disc_real_5: 0.19387920200824738 (0.20472884928658058) | > loss_0: 2.1161766052246094 (2.203265913211518) | > grad_norm_0: tensor(14.9107, device='cuda:0') (tensor(22.2980, device='cuda:0')) | > loss_gen: 2.938681125640869 (2.7614286868241575) | > loss_kl: 1.8410687446594238 (1.726408213594534) | > loss_feat: 9.646499633789062 (8.275010773735328) | > loss_mel: 14.61683177947998 (13.291699945491596) | > loss_duration: 1.663892149925232 (1.6835005761933153) | > amp_scaler: 32.0 (32.0) | > loss_1: 30.706974029541016 (27.738048330710754) | > grad_norm_1: tensor(500.0372, device='cuda:0') (tensor(467.8164, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8201 (0.8515522828067306) | > loader_time: 0.0086 (0.009596152897298772)  --> TIME: 2025-05-10 06:48:00 -- STEP: 187/725 -- GLOBAL_STEP: 215700 | > loss_disc: 2.0910189151763916 (2.2092401707236142) | > loss_disc_real_0: 0.12197579443454742 (0.1418783273448281) | > loss_disc_real_1: 0.16998246312141418 (0.19182820211757312) | > loss_disc_real_2: 0.20938284695148468 (0.18872010333334058) | > loss_disc_real_3: 0.17560605704784393 (0.2049533896108362) | > loss_disc_real_4: 0.19492991268634796 (0.1974764080608592) | > loss_disc_real_5: 0.17217111587524414 (0.20473735337270135) | > loss_0: 2.0910189151763916 (2.2092401707236142) | > grad_norm_0: tensor(18.4997, device='cuda:0') (tensor(22.8441, device='cuda:0')) | > loss_gen: 2.7356996536254883 (2.7579615498609082) | > loss_kl: 1.8323169946670532 (1.7201655956513104) | > loss_feat: 9.301481246948242 (8.231346752554341) | > loss_mel: 14.029184341430664 (13.210213732591928) | > loss_duration: 1.695138931274414 (1.6849251947300956) | > amp_scaler: 32.0 (32.0) | > loss_1: 29.593820571899414 (27.604612891049317) | > grad_norm_1: tensor(506.8879, device='cuda:0') (tensor(469.8619, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8522 (0.8511244026734868) | > loader_time: 0.0112 (0.009657251643624533)  --> TIME: 2025-05-10 06:48:44 -- STEP: 237/725 -- GLOBAL_STEP: 215750 | > loss_disc: 2.289698362350464 (2.214181136984363) | > loss_disc_real_0: 0.13472305238246918 (0.14146763224641984) | > loss_disc_real_1: 0.19945737719535828 (0.19243041856630946) | > loss_disc_real_2: 0.2126939743757248 (0.18939120086688027) | > loss_disc_real_3: 0.21731242537498474 (0.205335905720413) | > loss_disc_real_4: 0.20758578181266785 (0.19788639247417447) | > loss_disc_real_5: 0.22994700074195862 (0.20460332313921883) | > loss_0: 2.289698362350464 (2.214181136984363) | > grad_norm_0: tensor(20.1356, device='cuda:0') (tensor(22.9297, device='cuda:0')) | > loss_gen: 2.7442715167999268 (2.7569292547330573) | > loss_kl: 1.7800041437149048 (1.7208896548436161) | > loss_feat: 7.614950180053711 (8.199812450489416) | > loss_mel: 12.450268745422363 (13.182012292403211) | > loss_duration: 1.6644154787063599 (1.6850675379676658) | > amp_scaler: 32.0 (32.0) | > loss_1: 26.253910064697266 (27.54471126990983) | > grad_norm_1: tensor(543.4625, device='cuda:0') (tensor(468.8554, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8122 (0.850843472822809) | > loader_time: 0.0101 (0.009663824290665892)  --> TIME: 2025-05-10 06:49:27 -- STEP: 287/725 -- GLOBAL_STEP: 215800 | > loss_disc: 2.288757801055908 (2.2142960439575674) | > loss_disc_real_0: 0.15464188158512115 (0.141480428598276) | > loss_disc_real_1: 0.1786661446094513 (0.1921712568724197) | > loss_disc_real_2: 0.19729866087436676 (0.18957508321630823) | > loss_disc_real_3: 0.21554529666900635 (0.20530080951049348) | > loss_disc_real_4: 0.18422450125217438 (0.19794289399107154) | > loss_disc_real_5: 0.20903806388378143 (0.2042812722692921) | > loss_0: 2.288757801055908 (2.2142960439575674) | > grad_norm_0: tensor(31.3615, device='cuda:0') (tensor(23.5785, device='cuda:0')) | > loss_gen: 2.6150052547454834 (2.7542912370236494) | > loss_kl: 1.7462310791015625 (1.7193724714505132) | > loss_feat: 7.8583292961120605 (8.189986101010952) | > loss_mel: 12.823563575744629 (13.167746191656134) | > loss_duration: 1.6922612190246582 (1.685668179797794) | > amp_scaler: 32.0 (32.0) | > loss_1: 26.735389709472656 (27.51706427730335) | > grad_norm_1: tensor(456.6077, device='cuda:0') (tensor(483.7060, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8097 (0.8496721920651424) | > loader_time: 0.01 (0.009661917902451356)  --> TIME: 2025-05-10 06:50:10 -- STEP: 337/725 -- GLOBAL_STEP: 215850 | > loss_disc: 2.041862964630127 (2.212713455941626) | > loss_disc_real_0: 0.06860160827636719 (0.14079692097552102) | > loss_disc_real_1: 0.1797112077474594 (0.19208127675848827) | > loss_disc_real_2: 0.17943228781223297 (0.18997943405758366) | > loss_disc_real_3: 0.22524957358837128 (0.20530644483665322) | > loss_disc_real_4: 0.19315211474895477 (0.19819545392112842) | > loss_disc_real_5: 0.16263720393180847 (0.2038102896790122) | > loss_0: 2.041862964630127 (2.212713455941626) | > grad_norm_0: tensor(17.7797, device='cuda:0') (tensor(23.8042, device='cuda:0')) | > loss_gen: 3.1333842277526855 (2.758362833753184) | > loss_kl: 1.8007376194000244 (1.7190216008562715) | > loss_feat: 9.2447509765625 (8.205779672730221) | > loss_mel: 15.026732444763184 (13.183179634614941) | > loss_duration: 1.66871976852417 (1.6847552138903028) | > amp_scaler: 32.0 (32.0) | > loss_1: 30.874324798583984 (27.551098996170914) | > grad_norm_1: tensor(758.3593, device='cuda:0') (tensor(492.9395, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8852 (0.8499460701418912) | > loader_time: 0.0105 (0.009647544838200687)  --> TIME: 2025-05-10 06:50:53 -- STEP: 387/725 -- GLOBAL_STEP: 215900 | > loss_disc: 2.1584904193878174 (2.2146619555253997) | > loss_disc_real_0: 0.11605547368526459 (0.14089334836994957) | > loss_disc_real_1: 0.20143358409404755 (0.19266570619372433) | > loss_disc_real_2: 0.19700263440608978 (0.18997304110718008) | > loss_disc_real_3: 0.2026994526386261 (0.20520064130771984) | > loss_disc_real_4: 0.17063263058662415 (0.19828215957612028) | > loss_disc_real_5: 0.23690617084503174 (0.20405311924850597) | > loss_0: 2.1584904193878174 (2.2146619555253997) | > grad_norm_0: tensor(26.2992, device='cuda:0') (tensor(23.9813, device='cuda:0')) | > loss_gen: 2.7989578247070312 (2.7578900642789304) | > loss_kl: 1.6095682382583618 (1.7183081931230018) | > loss_feat: 8.369901657104492 (8.188216383142995) | > loss_mel: 14.307172775268555 (13.181599501183484) | > loss_duration: 1.7763185501098633 (1.685140050966919) | > amp_scaler: 32.0 (32.0) | > loss_1: 28.861919403076172 (27.531154223498767) | > grad_norm_1: tensor(822.6245, device='cuda:0') (tensor(500.3089, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8435 (0.8506030260130415) | > loader_time: 0.0113 (0.009657552383974836)  --> TIME: 2025-05-10 06:51:36 -- STEP: 437/725 -- GLOBAL_STEP: 215950 | > loss_disc: 2.202049732208252 (2.2140347739378976) | > loss_disc_real_0: 0.15107940137386322 (0.1409885879921423) | > loss_disc_real_1: 0.19913625717163086 (0.1928455615821092) | > loss_disc_real_2: 0.19629034399986267 (0.18960704069661322) | > loss_disc_real_3: 0.20334966480731964 (0.20502522898074957) | > loss_disc_real_4: 0.19681358337402344 (0.19815422918485556) | > loss_disc_real_5: 0.23693622648715973 (0.2042533870897249) | > loss_0: 2.202049732208252 (2.2140347739378976) | > grad_norm_0: tensor(28.1449, device='cuda:0') (tensor(24.1477, device='cuda:0')) | > loss_gen: 2.8301990032196045 (2.758288522061276) | > loss_kl: 1.6585876941680908 (1.7145539732219426) | > loss_feat: 8.701849937438965 (8.198102493853536) | > loss_mel: 13.385687828063965 (13.182896579157571) | > loss_duration: 1.6658614873886108 (1.685251660968947) | > amp_scaler: 32.0 (32.0) | > loss_1: 28.242183685302734 (27.539093266362737) | > grad_norm_1: tensor(612.0999, device='cuda:0') (tensor(504.8549, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8884 (0.8497121126755423) | > loader_time: 0.0129 (0.009675685546490903)  --> TIME: 2025-05-10 06:52:19 -- STEP: 487/725 -- GLOBAL_STEP: 216000 | > loss_disc: 2.193056106567383 (2.2131679973563125) | > loss_disc_real_0: 0.12243444472551346 (0.1406526395274629) | > loss_disc_real_1: 0.14841754734516144 (0.19266155322351985) | > loss_disc_real_2: 0.1623508185148239 (0.1894994784123598) | > loss_disc_real_3: 0.16524338722229004 (0.20517555439129498) | > loss_disc_real_4: 0.17315372824668884 (0.19780975206921475) | > loss_disc_real_5: 0.2069096863269806 (0.20431301493419513) | > loss_0: 2.193056106567383 (2.2131679973563125) | > grad_norm_0: tensor(30.0715, device='cuda:0') (tensor(24.2817, device='cuda:0')) | > loss_gen: 2.7463502883911133 (2.7578984290912167) | > loss_kl: 1.5751595497131348 (1.71192665095202) | > loss_feat: 8.928471565246582 (8.2026011831217) | > loss_mel: 13.740394592285156 (13.197143805345227) | > loss_duration: 1.693549394607544 (1.6859687694044334) | > amp_scaler: 32.0 (32.0) | > loss_1: 28.68392562866211 (27.55553886288246) | > grad_norm_1: tensor(621.2144, device='cuda:0') (tensor(510.2224, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8165 (0.8496903359767591) | > loader_time: 0.0091 (0.009669133035554037) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_216000.pth  --> TIME: 2025-05-10 06:53:05 -- STEP: 537/725 -- GLOBAL_STEP: 216050 | > loss_disc: 2.239574670791626 (2.2115984757741294) | > loss_disc_real_0: 0.13612399995326996 (0.140368948213659) | > loss_disc_real_1: 0.18396195769309998 (0.19269266127985066) | > loss_disc_real_2: 0.21365761756896973 (0.1895711280724633) | > loss_disc_real_3: 0.22721926867961884 (0.2048265139261881) | > loss_disc_real_4: 0.1842351257801056 (0.19761399247681846) | > loss_disc_real_5: 0.20745496451854706 (0.20450231851923176) | > loss_0: 2.239574670791626 (2.2115984757741294) | > grad_norm_0: tensor(28.8754, device='cuda:0') (tensor(24.2577, device='cuda:0')) | > loss_gen: 2.743349313735962 (2.760549555943665) | > loss_kl: 1.535712718963623 (1.7123719076426558) | > loss_feat: 8.317398071289062 (8.225411347614768) | > loss_mel: 13.095959663391113 (13.233715670068836) | > loss_duration: 1.6919280290603638 (1.6864819830800353) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.384347915649414 (27.618530465237928) | > grad_norm_1: tensor(712.4026, device='cuda:0') (tensor(514.2858, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8521 (0.8491262137556874) | > loader_time: 0.0094 (0.009681990248752919)  --> TIME: 2025-05-10 06:53:47 -- STEP: 587/725 -- GLOBAL_STEP: 216100 | > loss_disc: 2.234745502471924 (2.2109385052572113) | > loss_disc_real_0: 0.11737040430307388 (0.1402854630422145) | > loss_disc_real_1: 0.2069753110408783 (0.19270961392778765) | > loss_disc_real_2: 0.18586306273937225 (0.18957537521800144) | > loss_disc_real_3: 0.19144544005393982 (0.2046953970011089) | > loss_disc_real_4: 0.19233839213848114 (0.19748820328935854) | > loss_disc_real_5: 0.1988418847322464 (0.20445596692001594) | > loss_0: 2.234745502471924 (2.2109385052572113) | > grad_norm_0: tensor(23.5734, device='cuda:0') (tensor(24.2285, device='cuda:0')) | > loss_gen: 2.7207252979278564 (2.7610540532172236) | > loss_kl: 1.5945848226547241 (1.711571260652103) | > loss_feat: 7.746664524078369 (8.227550260456097) | > loss_mel: 12.632989883422852 (13.2374858206338) | > loss_duration: 1.6663105487823486 (1.686191148408634) | > amp_scaler: 32.0 (32.0) | > loss_1: 26.361276626586914 (27.623852542961682) | > grad_norm_1: tensor(554.7559, device='cuda:0') (tensor(514.0399, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8529 (0.8486422424218928) | > loader_time: 0.0097 (0.00965433307563222)  --> TIME: 2025-05-10 06:54:31 -- STEP: 637/725 -- GLOBAL_STEP: 216150 | > loss_disc: 2.0873000621795654 (2.2116376294445947) | > loss_disc_real_0: 0.07845598459243774 (0.14086799700181565) | > loss_disc_real_1: 0.18694226443767548 (0.19265664589929057) | > loss_disc_real_2: 0.17445030808448792 (0.18969928387850754) | > loss_disc_real_3: 0.20011486113071442 (0.204775144952807) | > loss_disc_real_4: 0.1886698603630066 (0.19742918407524027) | > loss_disc_real_5: 0.17214174568653107 (0.2044606549165312) | > loss_0: 2.0873000621795654 (2.2116376294445947) | > grad_norm_0: tensor(18.4156, device='cuda:0') (tensor(24.5718, device='cuda:0')) | > loss_gen: 2.8323702812194824 (2.762885494546575) | > loss_kl: 1.7285417318344116 (1.7129801876690915) | > loss_feat: 9.014873504638672 (8.23031996707528) | > loss_mel: 14.153992652893066 (13.241514593690306) | > loss_duration: 1.6700553894042969 (1.686108088942488) | > amp_scaler: 32.0 (32.0) | > loss_1: 29.39983367919922 (27.63380834259081) | > grad_norm_1: tensor(434.4749, device='cuda:0') (tensor(512.3237, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8291 (0.8486715010608571) | > loader_time: 0.0099 (0.009650160790986871)  --> TIME: 2025-05-10 06:55:13 -- STEP: 687/725 -- GLOBAL_STEP: 216200 | > loss_disc: 2.2320992946624756 (2.2125789171743593) | > loss_disc_real_0: 0.13032959401607513 (0.14136796935937293) | > loss_disc_real_1: 0.19720499217510223 (0.1924416278821065) | > loss_disc_real_2: 0.17637255787849426 (0.18949331089398738) | > loss_disc_real_3: 0.21669185161590576 (0.20473436913636053) | > loss_disc_real_4: 0.183184415102005 (0.19748607256179987) | > loss_disc_real_5: 0.17124256491661072 (0.20460708192081947) | > loss_0: 2.2320992946624756 (2.2125789171743593) | > grad_norm_0: tensor(18.5844, device='cuda:0') (tensor(24.7498, device='cuda:0')) | > loss_gen: 2.7005133628845215 (2.76272985612461) | > loss_kl: 1.7833828926086426 (1.7169671827355146) | > loss_feat: 8.799607276916504 (8.234524466585393) | > loss_mel: 14.06937313079834 (13.26195341912593) | > loss_duration: 1.7065649032592773 (1.6862029593757848) | > amp_scaler: 32.0 (32.0) | > loss_1: 29.05944061279297 (27.66237790025825) | > grad_norm_1: tensor(545.2618, device='cuda:0') (tensor(510.3188, device='cuda:0')) | > current_lr_0: 0.00019423437302631182 | > current_lr_1: 0.00019423437302631182 | > step_time: 0.8653 (0.8481458062861857) | > loader_time: 0.01 (0.00968349899614048)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.208953619003296 (2.208953619003296) | > loss_disc_real_0: 0.15029805898666382 (0.15029805898666382) | > loss_disc_real_1: 0.17688749730587006 (0.17688749730587006) | > loss_disc_real_2: 0.14270353317260742 (0.14270353317260742) | > loss_disc_real_3: 0.21124841272830963 (0.21124841272830963) | > loss_disc_real_4: 0.22279579937458038 (0.22279579937458038) | > loss_disc_real_5: 0.24085980653762817 (0.24085980653762817) | > loss_0: 2.208953619003296 (2.208953619003296) | > loss_gen: 2.593665599822998 (2.593665599822998) | > loss_kl: 2.168872594833374 (2.168872594833374) | > loss_feat: 8.798300743103027 (8.798300743103027) | > loss_mel: 14.065863609313965 (14.065863609313965) | > loss_duration: 1.6958198547363281 (1.6958198547363281) | > loss_1: 29.32252311706543 (29.32252311706543)  --> STEP: 1 | > loss_disc: 2.227922201156616 (2.227922201156616) | > loss_disc_real_0: 0.14246824383735657 (0.14246824383735657) | > loss_disc_real_1: 0.1575380265712738 (0.1575380265712738) | > loss_disc_real_2: 0.1578834503889084 (0.1578834503889084) | > loss_disc_real_3: 0.21517740190029144 (0.21517740190029144) | > loss_disc_real_4: 0.24253259599208832 (0.24253259599208832) | > loss_disc_real_5: 0.2858177125453949 (0.2858177125453949) | > loss_0: 2.227922201156616 (2.227922201156616) | > loss_gen: 2.7675464153289795 (2.7675464153289795) | > loss_kl: 2.198876142501831 (2.198876142501831) | > loss_feat: 8.823281288146973 (8.823281288146973) | > loss_mel: 14.539698600769043 (14.539698600769043) | > loss_duration: 1.8075381517410278 (1.8075381517410278) | > loss_1: 30.136940002441406 (30.136940002441406)  --> STEP: 2 | > loss_disc: 2.107813835144043 (2.1678680181503296) | > loss_disc_real_0: 0.14968575537204742 (0.146076999604702) | > loss_disc_real_1: 0.1547776609659195 (0.15615784376859665) | > loss_disc_real_2: 0.1498437374830246 (0.1538635939359665) | > loss_disc_real_3: 0.19351062178611755 (0.2043440118432045) | > loss_disc_real_4: 0.2023356854915619 (0.2224341407418251) | > loss_disc_real_5: 0.22983115911483765 (0.25782443583011627) | > loss_0: 2.107813835144043 (2.1678680181503296) | > loss_gen: 2.707167625427246 (2.737357020378113) | > loss_kl: 1.9111640453338623 (2.0550200939178467) | > loss_feat: 9.31005573272705 (9.066668510437012) | > loss_mel: 14.010576248168945 (14.275137424468994) | > loss_duration: 1.8252017498016357 (1.8163699507713318) | > loss_1: 29.7641658782959 (29.950552940368652)  --> STEP: 3 | > loss_disc: 2.233628749847412 (2.189788262049357) | > loss_disc_real_0: 0.16036023199558258 (0.15083807706832886) | > loss_disc_real_1: 0.17108188569545746 (0.16113252441088358) | > loss_disc_real_2: 0.15787138044834137 (0.15519952277342478) | > loss_disc_real_3: 0.24272078275680542 (0.21713626881440481) | > loss_disc_real_4: 0.22772130370140076 (0.224196528395017) | > loss_disc_real_5: 0.2580673396587372 (0.2579054037729899) | > loss_0: 2.233628749847412 (2.189788262049357) | > loss_gen: 2.7168092727661133 (2.730507771174113) | > loss_kl: 1.9778202772140503 (2.029286821683248) | > loss_feat: 8.386244773864746 (8.839860598246256) | > loss_mel: 13.820998191833496 (14.123757680257162) | > loss_duration: 1.792316198348999 (1.808352033297221) | > loss_1: 28.69418716430664 (29.53176434834798)  --> STEP: 4 | > loss_disc: 2.2619614601135254 (2.207831561565399) | > loss_disc_real_0: 0.14845401048660278 (0.15024206042289734) | > loss_disc_real_1: 0.2031470686197281 (0.1716361604630947) | > loss_disc_real_2: 0.1409519612789154 (0.15163763239979744) | > loss_disc_real_3: 0.23960816860198975 (0.22275424376130104) | > loss_disc_real_4: 0.262249618768692 (0.23370980098843575) | > loss_disc_real_5: 0.23176822066307068 (0.2513711079955101) | > loss_0: 2.2619614601135254 (2.207831561565399) | > loss_gen: 2.7059686183929443 (2.724372982978821) | > loss_kl: 1.9872314929962158 (2.01877298951149) | > loss_feat: 8.035054206848145 (8.638659000396729) | > loss_mel: 13.52242374420166 (13.973424196243286) | > loss_duration: 1.7489172220230103 (1.7934933304786682) | > loss_1: 27.99959373474121 (29.14872169494629) --> EVAL PERFORMANCE | > avg_loader_time: 0.2787870168685913 (-0.003305971622467041) | > avg_loss_disc: 2.207831561565399 (+0.02753603458404541) | > avg_loss_disc_real_0: 0.15024206042289734 (-0.04458044841885567) | > avg_loss_disc_real_1: 0.1716361604630947 (+0.01448880136013031) | > avg_loss_disc_real_2: 0.15163763239979744 (-0.0007282495498657227) | > avg_loss_disc_real_3: 0.22275424376130104 (+0.007906313985586166) | > avg_loss_disc_real_4: 0.23370980098843575 (+0.043097905814647675) | > avg_loss_disc_real_5: 0.2513711079955101 (-0.017276696860790253) | > avg_loss_0: 2.207831561565399 (+0.02753603458404541) | > avg_loss_gen: 2.724372982978821 (-0.20706480741500854) | > avg_loss_kl: 2.01877298951149 (+0.02812919020652771) | > avg_loss_feat: 8.638659000396729 (-1.0882759094238281) | > avg_loss_mel: 13.973424196243286 (-1.6444940567016602) | > avg_loss_duration: 1.7934933304786682 (+0.005951941013336182) | > avg_loss_1: 29.14872169494629 (-2.9057540893554688)  > EPOCH: 235/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 06:55:52)   --> TIME: 2025-05-10 06:56:05 -- STEP: 12/725 -- GLOBAL_STEP: 216250 | > loss_disc: 2.1331090927124023 (2.211244364579519) | > loss_disc_real_0: 0.1422615647315979 (0.1378843126197656) | > loss_disc_real_1: 0.1974829137325287 (0.19514374559124312) | > loss_disc_real_2: 0.15996363759040833 (0.18463957806428274) | > loss_disc_real_3: 0.20492057502269745 (0.2015742560227712) | > loss_disc_real_4: 0.2216409146785736 (0.19906295711795488) | > loss_disc_real_5: 0.19839346408843994 (0.21290064975619316) | > loss_0: 2.1331090927124023 (2.211244364579519) | > grad_norm_0: tensor(30.0665, device='cuda:0') (tensor(20.7691, device='cuda:0')) | > loss_gen: 2.865391254425049 (2.772965133190155) | > loss_kl: 1.8759424686431885 (1.8338227073351543) | > loss_feat: 9.459257125854492 (8.511045257250467) | > loss_mel: 14.50158977508545 (13.790324687957764) | > loss_duration: 1.713749647140503 (1.687327226003011) | > amp_scaler: 32.0 (32.0) | > loss_1: 30.41592788696289 (28.595484892527264) | > grad_norm_1: tensor(841.7761, device='cuda:0') (tensor(560.4770, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8338 (0.835088829199473) | > loader_time: 0.0085 (0.009485026200612387)  --> TIME: 2025-05-10 06:56:48 -- STEP: 62/725 -- GLOBAL_STEP: 216300 | > loss_disc: 2.1808624267578125 (2.1984783487935213) | > loss_disc_real_0: 0.13572174310684204 (0.13792829119390057) | > loss_disc_real_1: 0.19236384332180023 (0.192679668145795) | > loss_disc_real_2: 0.20606203377246857 (0.1858230685034106) | > loss_disc_real_3: 0.17965400218963623 (0.2040031343217819) | > loss_disc_real_4: 0.1604117602109909 (0.19704876431534368) | > loss_disc_real_5: 0.19491128623485565 (0.20470658088884047) | > loss_0: 2.1808624267578125 (2.1984783487935213) | > grad_norm_0: tensor(32.1779, device='cuda:0') (tensor(24.5038, device='cuda:0')) | > loss_gen: 2.5930187702178955 (2.787532575668828) | > loss_kl: 1.7093416452407837 (1.769392798023839) | > loss_feat: 8.33230972290039 (8.399827795643958) | > loss_mel: 13.351765632629395 (13.413656603905462) | > loss_duration: 1.7287030220031738 (1.68289319738265) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.715139389038086 (28.05330288794733) | > grad_norm_1: tensor(579.4498, device='cuda:0') (tensor(552.2971, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8494 (0.848085722615642) | > loader_time: 0.0094 (0.009847648682132844)  --> TIME: 2025-05-10 06:57:32 -- STEP: 112/725 -- GLOBAL_STEP: 216350 | > loss_disc: 2.242326021194458 (2.202605066554888) | > loss_disc_real_0: 0.15647293627262115 (0.13776670456198706) | > loss_disc_real_1: 0.22197137773036957 (0.19206350775701658) | > loss_disc_real_2: 0.20440687239170074 (0.1880313708846058) | > loss_disc_real_3: 0.22785721719264984 (0.2037673450208136) | > loss_disc_real_4: 0.17425978183746338 (0.1969553790986538) | > loss_disc_real_5: 0.244186133146286 (0.20393744922642196) | > loss_0: 2.242326021194458 (2.202605066554888) | > grad_norm_0: tensor(33.6268, device='cuda:0') (tensor(24.9741, device='cuda:0')) | > loss_gen: 2.715888738632202 (2.773331431405885) | > loss_kl: 1.7394559383392334 (1.7337768546172552) | > loss_feat: 8.31627368927002 (8.320161010537822) | > loss_mel: 13.584691047668457 (13.392772138118744) | > loss_duration: 1.7049214839935303 (1.6892672617520605) | > amp_scaler: 32.0 (32.0) | > loss_1: 28.06123161315918 (27.909308535712103) | > grad_norm_1: tensor(714.1645, device='cuda:0') (tensor(547.0483, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.825 (0.849344232252666) | > loader_time: 0.0096 (0.009806686214038306)  --> TIME: 2025-05-10 06:58:14 -- STEP: 162/725 -- GLOBAL_STEP: 216400 | > loss_disc: 2.252180576324463 (2.1989339008743385) | > loss_disc_real_0: 0.09806718677282333 (0.13771531551524435) | > loss_disc_real_1: 0.19572751224040985 (0.19151809783997362) | > loss_disc_real_2: 0.18270985782146454 (0.1876705790191521) | > loss_disc_real_3: 0.19789445400238037 (0.20287019465072656) | > loss_disc_real_4: 0.18696248531341553 (0.19576939232187507) | > loss_disc_real_5: 0.24481983482837677 (0.20471369778668436) | > loss_0: 2.252180576324463 (2.1989339008743385) | > grad_norm_0: tensor(11.6815, device='cuda:0') (tensor(23.9469, device='cuda:0')) | > loss_gen: 2.7672486305236816 (2.770226435896791) | > loss_kl: 1.744339108467102 (1.7298320605431075) | > loss_feat: 8.888235092163086 (8.326322770413052) | > loss_mel: 14.527444839477539 (13.348990852450147) | > loss_duration: 1.6394420862197876 (1.6897218801357134) | > amp_scaler: 32.0 (32.0) | > loss_1: 29.566709518432617 (27.865093937626593) | > grad_norm_1: tensor(273.3289, device='cuda:0') (tensor(529.6353, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8451 (0.8476611022596006) | > loader_time: 0.0094 (0.009868938245891055)  --> TIME: 2025-05-10 06:58:57 -- STEP: 212/725 -- GLOBAL_STEP: 216450 | > loss_disc: 2.242903232574463 (2.2102572260037916) | > loss_disc_real_0: 0.20965763926506042 (0.14028610334784344) | > loss_disc_real_1: 0.20482833683490753 (0.19204554003926946) | > loss_disc_real_2: 0.20424216985702515 (0.18935887613948785) | > loss_disc_real_3: 0.19369859993457794 (0.20422526477080472) | > loss_disc_real_4: 0.18982075154781342 (0.19640272926047164) | > loss_disc_real_5: 0.19957144558429718 (0.2048074753498131) | > loss_0: 2.242903232574463 (2.2102572260037916) | > grad_norm_0: tensor(22.2127, device='cuda:0') (tensor(24.2757, device='cuda:0')) | > loss_gen: 2.613131523132324 (2.7612040132846465) | > loss_kl: 1.7013388872146606 (1.7318600680468217) | > loss_feat: 8.16845417022705 (8.265843542116988) | > loss_mel: 12.90433120727539 (13.284243412737576) | > loss_duration: 1.6994889974594116 (1.6896427251257993) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.086746215820312 (27.73279372701105) | > grad_norm_1: tensor(667.6566, device='cuda:0') (tensor(519.7104, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8403 (0.8473489801838713) | > loader_time: 0.0095 (0.00990711518053739)  --> TIME: 2025-05-10 06:59:40 -- STEP: 262/725 -- GLOBAL_STEP: 216500 | > loss_disc: 2.227133274078369 (2.2103683998566557) | > loss_disc_real_0: 0.12215761095285416 (0.1401477306796848) | > loss_disc_real_1: 0.17976075410842896 (0.191838666341687) | > loss_disc_real_2: 0.19645440578460693 (0.18944785368579034) | > loss_disc_real_3: 0.18083643913269043 (0.2047739087511565) | > loss_disc_real_4: 0.18887904286384583 (0.19647166058989882) | > loss_disc_real_5: 0.22053863108158112 (0.20386044607135173) | > loss_0: 2.227133274078369 (2.2103683998566557) | > grad_norm_0: tensor(28.2267, device='cuda:0') (tensor(24.4120, device='cuda:0')) | > loss_gen: 2.6591956615448 (2.760728788739852) | > loss_kl: 1.778794765472412 (1.7321688023232322) | > loss_feat: 8.266637802124023 (8.263402694964224) | > loss_mel: 13.112249374389648 (13.265423137723035) | > loss_duration: 1.6855592727661133 (1.6902866927722031) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.502437591552734 (27.71201012152752) | > grad_norm_1: tensor(658.3808, device='cuda:0') (tensor(518.5887, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8856 (0.8463880342381601) | > loader_time: 0.0098 (0.009887628882895903)  --> TIME: 2025-05-10 07:00:23 -- STEP: 312/725 -- GLOBAL_STEP: 216550 | > loss_disc: 2.230660915374756 (2.2086526877605004) | > loss_disc_real_0: 0.21799099445343018 (0.14007057631627098) | > loss_disc_real_1: 0.17768679559230804 (0.1917343272899206) | > loss_disc_real_2: 0.18443550169467926 (0.1893242628146441) | > loss_disc_real_3: 0.1973678320646286 (0.2047910068470698) | > loss_disc_real_4: 0.15950530767440796 (0.19615257115891344) | > loss_disc_real_5: 0.19895802438259125 (0.2036742882755322) | > loss_0: 2.230660915374756 (2.2086526877605004) | > grad_norm_0: tensor(46.9706, device='cuda:0') (tensor(24.5273, device='cuda:0')) | > loss_gen: 2.9139342308044434 (2.76538161207468) | > loss_kl: 1.908145785331726 (1.7321511247219183) | > loss_feat: 9.251838684082031 (8.281370621461127) | > loss_mel: 14.995485305786133 (13.25892890722324) | > loss_duration: 1.6976104974746704 (1.6890378078589072) | > amp_scaler: 32.0 (32.0) | > loss_1: 30.76701545715332 (27.726870072193634) | > grad_norm_1: tensor(660.6672, device='cuda:0') (tensor(514.6576, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8291 (0.8461712614083902) | > loader_time: 0.0094 (0.009847602783105312)  --> TIME: 2025-05-10 07:01:06 -- STEP: 362/725 -- GLOBAL_STEP: 216600 | > loss_disc: 2.255197286605835 (2.2091683613661255) | > loss_disc_real_0: 0.1265821009874344 (0.1406141452861753) | > loss_disc_real_1: 0.19512911140918732 (0.19199127810930025) | > loss_disc_real_2: 0.18299074470996857 (0.18947433799669897) | > loss_disc_real_3: 0.22109398245811462 (0.20465387803250254) | > loss_disc_real_4: 0.20262080430984497 (0.19609682665345418) | > loss_disc_real_5: 0.19068072736263275 (0.20377251477037342) | > loss_0: 2.255197286605835 (2.2091683613661255) | > grad_norm_0: tensor(10.4693, device='cuda:0') (tensor(25.0426, device='cuda:0')) | > loss_gen: 2.595871925354004 (2.7675117122534236) | > loss_kl: 1.894529938697815 (1.7337035441266897) | > loss_feat: 7.52785062789917 (8.28338987260891) | > loss_mel: 13.004838943481445 (13.270329059158243) | > loss_duration: 1.6420223712921143 (1.6879220674051105) | > amp_scaler: 32.0 (32.0) | > loss_1: 26.66511344909668 (27.742856273334986) | > grad_norm_1: tensor(150.8084, device='cuda:0') (tensor(510.0423, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8294 (0.8459950040058536) | > loader_time: 0.0097 (0.009822104517267553)  --> TIME: 2025-05-10 07:01:49 -- STEP: 412/725 -- GLOBAL_STEP: 216650 | > loss_disc: 2.3188700675964355 (2.206727165330964) | > loss_disc_real_0: 0.14513039588928223 (0.1399275149462871) | > loss_disc_real_1: 0.21702440083026886 (0.19199397179831582) | > loss_disc_real_2: 0.19853265583515167 (0.1891047229393594) | > loss_disc_real_3: 0.24137048423290253 (0.20449786745373486) | > loss_disc_real_4: 0.23624101281166077 (0.1959748301401879) | > loss_disc_real_5: 0.22087958455085754 (0.2039753665189141) | > loss_0: 2.3188700675964355 (2.206727165330964) | > grad_norm_0: tensor(27.3373, device='cuda:0') (tensor(24.6084, device='cuda:0')) | > loss_gen: 2.470973491668701 (2.7671072153211798) | > loss_kl: 1.7334837913513184 (1.7338504371712509) | > loss_feat: 7.200697898864746 (8.281150586396738) | > loss_mel: 11.255632400512695 (13.261454635453457) | > loss_duration: 1.6987860202789307 (1.6880488054266254) | > amp_scaler: 32.0 (32.0) | > loss_1: 24.359573364257812 (27.731611682373345) | > grad_norm_1: tensor(570.9191, device='cuda:0') (tensor(512.5331, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8506 (0.846322044585515) | > loader_time: 0.0099 (0.009816671459420216)  --> TIME: 2025-05-10 07:02:32 -- STEP: 462/725 -- GLOBAL_STEP: 216700 | > loss_disc: 2.1905903816223145 (2.205279689072534) | > loss_disc_real_0: 0.13961635529994965 (0.13966463233678877) | > loss_disc_real_1: 0.19763655960559845 (0.1918346156483089) | > loss_disc_real_2: 0.1903543919324875 (0.18906186553306917) | > loss_disc_real_3: 0.2056247442960739 (0.2042218331908767) | > loss_disc_real_4: 0.17182688415050507 (0.19594045576853153) | > loss_disc_real_5: 0.19281508028507233 (0.20364331105699784) | > loss_0: 2.1905903816223145 (2.205279689072534) | > grad_norm_0: tensor(12.3307, device='cuda:0') (tensor(24.9248, device='cuda:0')) | > loss_gen: 2.76208758354187 (2.769363547816421) | > loss_kl: 1.6869540214538574 (1.7376544767127924) | > loss_feat: 7.778877258300781 (8.291147701668018) | > loss_mel: 12.11538028717041 (13.274393923870932) | > loss_duration: 1.7141873836517334 (1.687894357489301) | > amp_scaler: 32.0 (32.0) | > loss_1: 26.057485580444336 (27.760453987947272) | > grad_norm_1: tensor(367.0299, device='cuda:0') (tensor(513.7491, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.7959 (0.8459537854958407) | > loader_time: 0.0098 (0.009816775590310366)  --> TIME: 2025-05-10 07:03:15 -- STEP: 512/725 -- GLOBAL_STEP: 216750 | > loss_disc: 2.1402971744537354 (2.2062750647310203) | > loss_disc_real_0: 0.13299784064292908 (0.13965732087672214) | > loss_disc_real_1: 0.20390816032886505 (0.19199359358754012) | > loss_disc_real_2: 0.18040058016777039 (0.18906596000306314) | > loss_disc_real_3: 0.15034449100494385 (0.20413412965717725) | > loss_disc_real_4: 0.17699562013149261 (0.19605047968798317) | > loss_disc_real_5: 0.21563459932804108 (0.20378342585172501) | > loss_0: 2.1402971744537354 (2.2062750647310203) | > grad_norm_0: tensor(21.9985, device='cuda:0') (tensor(24.5604, device='cuda:0')) | > loss_gen: 2.7913694381713867 (2.765267320908606) | > loss_kl: 1.5757116079330444 (1.7348153935745358) | > loss_feat: 8.77234935760498 (8.271517462097112) | > loss_mel: 13.502297401428223 (13.263366598635914) | > loss_duration: 1.6324925422668457 (1.6885658472310752) | > amp_scaler: 32.0 (32.0) | > loss_1: 28.274219512939453 (27.72353259846568) | > grad_norm_1: tensor(466.5518, device='cuda:0') (tensor(508.8298, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.831 (0.8452470418997109) | > loader_time: 0.0104 (0.009850010275840761)  --> TIME: 2025-05-10 07:03:58 -- STEP: 562/725 -- GLOBAL_STEP: 216800 | > loss_disc: 2.2826149463653564 (2.205735797347551) | > loss_disc_real_0: 0.14925576746463776 (0.1395572998504621) | > loss_disc_real_1: 0.18559786677360535 (0.19183286960863133) | > loss_disc_real_2: 0.20811627805233002 (0.18884690668022935) | > loss_disc_real_3: 0.17315368354320526 (0.204105802967455) | > loss_disc_real_4: 0.20512844622135162 (0.1962326674380761) | > loss_disc_real_5: 0.18301773071289062 (0.20349026060401323) | > loss_0: 2.2826149463653564 (2.205735797347551) | > grad_norm_0: tensor(24.4831, device='cuda:0') (tensor(24.7022, device='cuda:0')) | > loss_gen: 2.6528701782226562 (2.76632148642557) | > loss_kl: 1.8666883707046509 (1.7362492103593627) | > loss_feat: 6.712577819824219 (8.268661629687003) | > loss_mel: 10.993978500366211 (13.266646997784383) | > loss_duration: 1.6494723558425903 (1.688210958051512) | > amp_scaler: 32.0 (32.0) | > loss_1: 23.87558937072754 (27.726090261520444) | > grad_norm_1: tensor(601.6312, device='cuda:0') (tensor(510.3452, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8819 (0.844623753608758) | > loader_time: 0.0095 (0.009853896297169748)  --> TIME: 2025-05-10 07:04:41 -- STEP: 612/725 -- GLOBAL_STEP: 216850 | > loss_disc: 2.281160593032837 (2.2066495128316843) | > loss_disc_real_0: 0.24909481406211853 (0.1399023988667656) | > loss_disc_real_1: 0.16887244582176208 (0.1917897585803776) | > loss_disc_real_2: 0.1744564026594162 (0.18886785007088025) | > loss_disc_real_3: 0.205399289727211 (0.2042028633208056) | > loss_disc_real_4: 0.2329118251800537 (0.19650033031121575) | > loss_disc_real_5: 0.22504059970378876 (0.20356576461223208) | > loss_0: 2.281160593032837 (2.2066495128316843) | > grad_norm_0: tensor(43.3356, device='cuda:0') (tensor(24.9972, device='cuda:0')) | > loss_gen: 2.9062185287475586 (2.7663812621746193) | > loss_kl: 1.6841744184494019 (1.7353807440380637) | > loss_feat: 8.061362266540527 (8.263499814700458) | > loss_mel: 13.554190635681152 (13.258809602338511) | > loss_duration: 1.6084411144256592 (1.6874786165415077) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.814388275146484 (27.711550020704077) | > grad_norm_1: tensor(607.8785, device='cuda:0') (tensor(512.8499, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8045 (0.8447678303406909) | > loader_time: 0.0085 (0.009836641012453564)  --> TIME: 2025-05-10 07:05:23 -- STEP: 662/725 -- GLOBAL_STEP: 216900 | > loss_disc: 2.235680341720581 (2.2074893570738676) | > loss_disc_real_0: 0.1387316733598709 (0.1398133734111699) | > loss_disc_real_1: 0.19086746871471405 (0.1916763491230789) | > loss_disc_real_2: 0.20070905983448029 (0.18896006025216378) | > loss_disc_real_3: 0.20113423466682434 (0.20419475175102664) | > loss_disc_real_4: 0.23103445768356323 (0.1967241364753498) | > loss_disc_real_5: 0.21190837025642395 (0.2039303858159531) | > loss_0: 2.235680341720581 (2.2074893570738676) | > grad_norm_0: tensor(34.0553, device='cuda:0') (tensor(24.6424, device='cuda:0')) | > loss_gen: 2.9476897716522217 (2.7634883171842177) | > loss_kl: 1.851710557937622 (1.735931456449168) | > loss_feat: 9.432221412658691 (8.25077020653785) | > loss_mel: 14.423516273498535 (13.24540204512029) | > loss_duration: 1.6983067989349365 (1.6875063254753992) | > amp_scaler: 32.0 (32.0) | > loss_1: 30.353443145751953 (27.683098355088703) | > grad_norm_1: tensor(591.0630, device='cuda:0') (tensor(510.8488, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8626 (0.8444790724901274) | > loader_time: 0.0103 (0.00982571188416726)  --> TIME: 2025-05-10 07:06:07 -- STEP: 712/725 -- GLOBAL_STEP: 216950 | > loss_disc: 2.19460391998291 (2.2082613236113935) | > loss_disc_real_0: 0.1726846545934677 (0.14034167010588258) | > loss_disc_real_1: 0.19248512387275696 (0.19165688713363718) | > loss_disc_real_2: 0.18992991745471954 (0.18905247791848157) | > loss_disc_real_3: 0.2227514237165451 (0.20414013668811046) | > loss_disc_real_4: 0.18744008243083954 (0.1967637907253222) | > loss_disc_real_5: 0.24814453721046448 (0.2038859399349501) | > loss_0: 2.19460391998291 (2.2082613236113935) | > grad_norm_0: tensor(38.3276, device='cuda:0') (tensor(24.8155, device='cuda:0')) | > loss_gen: 2.788478374481201 (2.762959933682774) | > loss_kl: 1.669350028038025 (1.7373836775509153) | > loss_feat: 8.433825492858887 (8.25315976611684) | > loss_mel: 13.461105346679688 (13.247451683108732) | > loss_duration: 1.6872614622116089 (1.6871519986163368) | > amp_scaler: 32.0 (32.0) | > loss_1: 28.040021896362305 (27.688107059243016) | > grad_norm_1: tensor(414.1841, device='cuda:0') (tensor(511.5410, device='cuda:0')) | > current_lr_0: 0.00019421009372968352 | > current_lr_1: 0.00019421009372968352 | > step_time: 0.8049 (0.845014381609606) | > loader_time: 0.0102 (0.009830578324500096)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.296870231628418 (2.296870231628418) | > loss_disc_real_0: 0.15632353723049164 (0.15632353723049164) | > loss_disc_real_1: 0.1787528693675995 (0.1787528693675995) | > loss_disc_real_2: 0.2746722400188446 (0.2746722400188446) | > loss_disc_real_3: 0.19983705878257751 (0.19983705878257751) | > loss_disc_real_4: 0.1956986039876938 (0.1956986039876938) | > loss_disc_real_5: 0.22047428786754608 (0.22047428786754608) | > loss_0: 2.296870231628418 (2.296870231628418) | > loss_gen: 2.7851643562316895 (2.7851643562316895) | > loss_kl: 2.066464424133301 (2.066464424133301) | > loss_feat: 9.316071510314941 (9.316071510314941) | > loss_mel: 15.016386032104492 (15.016386032104492) | > loss_duration: 1.6889517307281494 (1.6889517307281494) | > loss_1: 30.873037338256836 (30.873037338256836)  --> STEP: 1 | > loss_disc: 2.3881583213806152 (2.3881583213806152) | > loss_disc_real_0: 0.1682891696691513 (0.1682891696691513) | > loss_disc_real_1: 0.1971202790737152 (0.1971202790737152) | > loss_disc_real_2: 0.26016169786453247 (0.26016169786453247) | > loss_disc_real_3: 0.2105177342891693 (0.2105177342891693) | > loss_disc_real_4: 0.19908560812473297 (0.19908560812473297) | > loss_disc_real_5: 0.21081097424030304 (0.21081097424030304) | > loss_0: 2.3881583213806152 (2.3881583213806152) | > loss_gen: 2.472722053527832 (2.472722053527832) | > loss_kl: 1.9447108507156372 (1.9447108507156372) | > loss_feat: 6.327662467956543 (6.327662467956543) | > loss_mel: 11.969406127929688 (11.969406127929688) | > loss_duration: 1.7953310012817383 (1.7953310012817383) | > loss_1: 24.509830474853516 (24.509830474853516)  --> STEP: 2 | > loss_disc: 2.3033175468444824 (2.345737934112549) | > loss_disc_real_0: 0.17046672105789185 (0.16937794536352158) | > loss_disc_real_1: 0.16942839324474335 (0.18327433615922928) | > loss_disc_real_2: 0.23783749341964722 (0.24899959564208984) | > loss_disc_real_3: 0.20099738240242004 (0.20575755834579468) | > loss_disc_real_4: 0.21142002940177917 (0.20525281876325607) | > loss_disc_real_5: 0.2141195386648178 (0.21246525645256042) | > loss_0: 2.3033175468444824 (2.345737934112549) | > loss_gen: 2.682675361633301 (2.5776987075805664) | > loss_kl: 1.9642200469970703 (1.9544654488563538) | > loss_feat: 8.020157814025879 (7.173910140991211) | > loss_mel: 13.167510986328125 (12.568458557128906) | > loss_duration: 1.849848985671997 (1.8225899934768677) | > loss_1: 27.68441390991211 (26.097122192382812)  --> STEP: 3 | > loss_disc: 2.1614761352539062 (2.2843173344930015) | > loss_disc_real_0: 0.14910054206848145 (0.16261881093184152) | > loss_disc_real_1: 0.18716461956501007 (0.18457109729448953) | > loss_disc_real_2: 0.24701927602291107 (0.2483394891023636) | > loss_disc_real_3: 0.1743594855070114 (0.19529153406620026) | > loss_disc_real_4: 0.17294174432754517 (0.1944824606180191) | > loss_disc_real_5: 0.2105576992034912 (0.211829404036204) | > loss_0: 2.1614761352539062 (2.2843173344930015) | > loss_gen: 2.886902093887329 (2.680766503016154) | > loss_kl: 2.0432655811309814 (1.9840654929478962) | > loss_feat: 9.553508758544922 (7.967109680175781) | > loss_mel: 14.90262508392334 (13.346514066060385) | > loss_duration: 1.807802677154541 (1.817660888036092) | > loss_1: 31.194103240966797 (27.79611587524414)  --> STEP: 4 | > loss_disc: 2.375486373901367 (2.3071095943450928) | > loss_disc_real_0: 0.16629579663276672 (0.16353805735707283) | > loss_disc_real_1: 0.19703097641468048 (0.18768606707453728) | > loss_disc_real_2: 0.23800240457057953 (0.24575521796941757) | > loss_disc_real_3: 0.1901448518037796 (0.1940048635005951) | > loss_disc_real_4: 0.20982107520103455 (0.19831711426377296) | > loss_disc_real_5: 0.250189870595932 (0.22141952067613602) | > loss_0: 2.375486373901367 (2.3071095943450928) | > loss_gen: 2.6725971698760986 (2.67872416973114) | > loss_kl: 2.148768186569214 (2.0252411663532257) | > loss_feat: 8.043024063110352 (7.986088275909424) | > loss_mel: 14.40981388092041 (13.61233901977539) | > loss_duration: 1.7514430284500122 (1.8011064231395721) | > loss_1: 29.02564811706543 (28.103498935699463) --> EVAL PERFORMANCE | > avg_loader_time: 0.28090721368789673 (+0.00212019681930542) | > avg_loss_disc: 2.3071095943450928 (+0.0992780327796936) | > avg_loss_disc_real_0: 0.16353805735707283 (+0.013295996934175491) | > avg_loss_disc_real_1: 0.18768606707453728 (+0.016049906611442566) | > avg_loss_disc_real_2: 0.24575521796941757 (+0.09411758556962013) | > avg_loss_disc_real_3: 0.1940048635005951 (-0.028749380260705948) | > avg_loss_disc_real_4: 0.19831711426377296 (-0.03539268672466278) | > avg_loss_disc_real_5: 0.22141952067613602 (-0.029951587319374084) | > avg_loss_0: 2.3071095943450928 (+0.0992780327796936) | > avg_loss_gen: 2.67872416973114 (-0.045648813247680664) | > avg_loss_kl: 2.0252411663532257 (+0.00646817684173584) | > avg_loss_feat: 7.986088275909424 (-0.6525707244873047) | > avg_loss_mel: 13.61233901977539 (-0.3610851764678955) | > avg_loss_duration: 1.8011064231395721 (+0.007613092660903931) | > avg_loss_1: 28.103498935699463 (-1.0452227592468262)  > EPOCH: 236/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 07:06:24)   --> TIME: 2025-05-10 07:06:58 -- STEP: 37/725 -- GLOBAL_STEP: 217000 | > loss_disc: 2.3111069202423096 (2.1857524949151115) | > loss_disc_real_0: 0.1371515840291977 (0.135255837762678) | > loss_disc_real_1: 0.17304642498493195 (0.19205969129059766) | > loss_disc_real_2: 0.18450140953063965 (0.1876019980456378) | > loss_disc_real_3: 0.20297978818416595 (0.20490429771913066) | > loss_disc_real_4: 0.22102274000644684 (0.19228608906269073) | > loss_disc_real_5: 0.17090603709220886 (0.20205307691483884) | > loss_0: 2.3111069202423096 (2.1857524949151115) | > grad_norm_0: tensor(29.9785, device='cuda:0') (tensor(26.4751, device='cuda:0')) | > loss_gen: 2.4180078506469727 (2.827994817012065) | > loss_kl: 1.71602463722229 (1.7447540437853015) | > loss_feat: 6.989474296569824 (8.486461458979425) | > loss_mel: 11.107710838317871 (13.46075640497981) | > loss_duration: 1.6786285638809204 (1.6795331046387956) | > amp_scaler: 32.0 (32.0) | > loss_1: 23.90984535217285 (28.19949990349847) | > grad_norm_1: tensor(483.3326, device='cuda:0') (tensor(512.4506, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8473 (0.8521995093371417) | > loader_time: 0.0097 (0.009413873827135242) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_217000.pth  --> TIME: 2025-05-10 07:07:43 -- STEP: 87/725 -- GLOBAL_STEP: 217050 | > loss_disc: 2.336230754852295 (2.2043767687918114) | > loss_disc_real_0: 0.1673535406589508 (0.1377923127220965) | > loss_disc_real_1: 0.19654102623462677 (0.19328489796868686) | > loss_disc_real_2: 0.194434255361557 (0.1884246518214544) | > loss_disc_real_3: 0.207741841673851 (0.20566212274562354) | > loss_disc_real_4: 0.1890905797481537 (0.19543589428923597) | > loss_disc_real_5: 0.21678218245506287 (0.20416479138122207) | > loss_0: 2.336230754852295 (2.2043767687918114) | > grad_norm_0: tensor(14.9151, device='cuda:0') (tensor(26.9565, device='cuda:0')) | > loss_gen: 2.554155111312866 (2.791813535251838) | > loss_kl: 1.8631075620651245 (1.760791477115675) | > loss_feat: 7.000016212463379 (8.326862132412264) | > loss_mel: 11.414958953857422 (13.277055806127091) | > loss_duration: 1.6650296449661255 (1.6820826900416408) | > amp_scaler: 32.0 (32.0) | > loss_1: 24.497268676757812 (27.838605814966666) | > grad_norm_1: tensor(160.1872, device='cuda:0') (tensor(521.8448, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8196 (0.8497824723693146) | > loader_time: 0.0091 (0.009601762925071278)  --> TIME: 2025-05-10 07:08:26 -- STEP: 137/725 -- GLOBAL_STEP: 217100 | > loss_disc: 2.0159974098205566 (2.2049369185510326) | > loss_disc_real_0: 0.10999808460474014 (0.13758944823359048) | > loss_disc_real_1: 0.1609688699245453 (0.1921106057010428) | > loss_disc_real_2: 0.16475887596607208 (0.18809979729843837) | > loss_disc_real_3: 0.1954370141029358 (0.20542242829381985) | > loss_disc_real_4: 0.17160367965698242 (0.19561516009543065) | > loss_disc_real_5: 0.20526154339313507 (0.2053745627185724) | > loss_0: 2.0159974098205566 (2.2049369185510326) | > grad_norm_0: tensor(21.5390, device='cuda:0') (tensor(25.2604, device='cuda:0')) | > loss_gen: 3.179929733276367 (2.7811836256598044) | > loss_kl: 1.6460449695587158 (1.7475189492650276) | > loss_feat: 9.901663780212402 (8.33070459853124) | > loss_mel: 14.841931343078613 (13.256013208932252) | > loss_duration: 1.6577585935592651 (1.6843891631077677) | > amp_scaler: 32.0 (32.0) | > loss_1: 31.22732925415039 (27.799809574210734) | > grad_norm_1: tensor(744.8936, device='cuda:0') (tensor(517.0096, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8185 (0.8485890531191861) | > loader_time: 0.0087 (0.009634827175279607)  --> TIME: 2025-05-10 07:09:10 -- STEP: 187/725 -- GLOBAL_STEP: 217150 | > loss_disc: 2.2771005630493164 (2.218100647237848) | > loss_disc_real_0: 0.179927259683609 (0.13957600399134631) | > loss_disc_real_1: 0.18631583452224731 (0.1936596995368998) | > loss_disc_real_2: 0.1890518218278885 (0.1892707646689951) | > loss_disc_real_3: 0.20442846417427063 (0.20562787266338572) | > loss_disc_real_4: 0.1907956749200821 (0.19774298569097867) | > loss_disc_real_5: 0.22433149814605713 (0.20580283604203697) | > loss_0: 2.2771005630493164 (2.218100647237848) | > grad_norm_0: tensor(28.0380, device='cuda:0') (tensor(24.8763, device='cuda:0')) | > loss_gen: 2.628370761871338 (2.760444043154385) | > loss_kl: 1.6130856275558472 (1.733533277868587) | > loss_feat: 7.5473175048828125 (8.232300026531526) | > loss_mel: 12.907888412475586 (13.19702374361416) | > loss_duration: 1.698353886604309 (1.684891862027785) | > amp_scaler: 32.0 (32.0) | > loss_1: 26.395015716552734 (27.608192943634197) | > grad_norm_1: tensor(647.5148, device='cuda:0') (tensor(508.7816, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8524 (0.8510165762773809) | > loader_time: 0.0099 (0.009685943470919197)  --> TIME: 2025-05-10 07:09:53 -- STEP: 237/725 -- GLOBAL_STEP: 217200 | > loss_disc: 2.063227891921997 (2.2162777069751725) | > loss_disc_real_0: 0.16404010355472565 (0.14128674943990327) | > loss_disc_real_1: 0.15891033411026 (0.1931178122130124) | > loss_disc_real_2: 0.19368907809257507 (0.18912147853193406) | > loss_disc_real_3: 0.19692865014076233 (0.20552937145726088) | > loss_disc_real_4: 0.23261374235153198 (0.19769547640774315) | > loss_disc_real_5: 0.18854089081287384 (0.20479587474955788) | > loss_0: 2.063227891921997 (2.2162777069751725) | > grad_norm_0: tensor(28.6744, device='cuda:0') (tensor(25.2219, device='cuda:0')) | > loss_gen: 3.058814525604248 (2.7619531345769825) | > loss_kl: 1.8958896398544312 (1.7343395083262447) | > loss_feat: 10.089577674865723 (8.234322642475236) | > loss_mel: 15.8615083694458 (13.196249688224958) | > loss_duration: 1.6819212436676025 (1.684845159828411) | > amp_scaler: 32.0 (32.0) | > loss_1: 32.587711334228516 (27.611710093695404) | > grad_norm_1: tensor(487.1232, device='cuda:0') (tensor(505.1733, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8155 (0.8509815503776325) | > loader_time: 0.0096 (0.00969048190217481)  --> TIME: 2025-05-10 07:10:36 -- STEP: 287/725 -- GLOBAL_STEP: 217250 | > loss_disc: 2.276604652404785 (2.219693462192389) | > loss_disc_real_0: 0.1129116415977478 (0.14148605051563998) | > loss_disc_real_1: 0.2019810676574707 (0.1935488356322777) | > loss_disc_real_2: 0.21321213245391846 (0.18931654827727679) | > loss_disc_real_3: 0.20860536396503448 (0.20576211664734814) | > loss_disc_real_4: 0.2039015293121338 (0.19777670284596877) | > loss_disc_real_5: 0.182281494140625 (0.20549826407058727) | > loss_0: 2.276604652404785 (2.219693462192389) | > grad_norm_0: tensor(12.5930, device='cuda:0') (tensor(24.7644, device='cuda:0')) | > loss_gen: 2.6342763900756836 (2.7529988671013697) | > loss_kl: 1.599115014076233 (1.7289131613973956) | > loss_feat: 8.367266654968262 (8.206639841458516) | > loss_mel: 13.39420223236084 (13.169953143555112) | > loss_duration: 1.6904138326644897 (1.6850682339186451) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.68527603149414 (27.543573233308685) | > grad_norm_1: tensor(413.1758, device='cuda:0') (tensor(499.2921, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8 (0.8489883344763248) | > loader_time: 0.0092 (0.009705614129840705)  --> TIME: 2025-05-10 07:11:19 -- STEP: 337/725 -- GLOBAL_STEP: 217300 | > loss_disc: 2.108410120010376 (2.2195913798731235) | > loss_disc_real_0: 0.10350266844034195 (0.1409618052203506) | > loss_disc_real_1: 0.17390233278274536 (0.19339036605478394) | > loss_disc_real_2: 0.18011796474456787 (0.18969122247455383) | > loss_disc_real_3: 0.19798649847507477 (0.20577595690237663) | > loss_disc_real_4: 0.18452095985412598 (0.19788277989325245) | > loss_disc_real_5: 0.1875855028629303 (0.20551440093213086) | > loss_0: 2.108410120010376 (2.2195913798731235) | > grad_norm_0: tensor(28.1408, device='cuda:0') (tensor(24.3129, device='cuda:0')) | > loss_gen: 2.995339870452881 (2.7489725652009853) | > loss_kl: 1.773044466972351 (1.7254956546806086) | > loss_feat: 8.706743240356445 (8.18560073637466) | > loss_mel: 14.524810791015625 (13.154681684001616) | > loss_duration: 1.6855971813201904 (1.6845449562950021) | > amp_scaler: 32.0 (32.0) | > loss_1: 29.685535430908203 (27.499295582757153) | > grad_norm_1: tensor(661.5944, device='cuda:0') (tensor(497.0655, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8677 (0.8491625375492994) | > loader_time: 0.0097 (0.009697592930553224)  --> TIME: 2025-05-10 07:12:02 -- STEP: 387/725 -- GLOBAL_STEP: 217350 | > loss_disc: 2.3061776161193848 (2.2203971181421016) | > loss_disc_real_0: 0.13216808438301086 (0.14117540020582284) | > loss_disc_real_1: 0.24698854982852936 (0.19382274158549248) | > loss_disc_real_2: 0.21020832657814026 (0.1894610504925405) | > loss_disc_real_3: 0.26692113280296326 (0.20585978031158447) | > loss_disc_real_4: 0.20981106162071228 (0.19809287713325602) | > loss_disc_real_5: 0.24558262526988983 (0.20556531361369196) | > loss_0: 2.3061776161193848 (2.2203971181421016) | > grad_norm_0: tensor(38.5812, device='cuda:0') (tensor(24.6620, device='cuda:0')) | > loss_gen: 2.823044776916504 (2.7500599095987712) | > loss_kl: 1.4485437870025635 (1.7279511184963452) | > loss_feat: 7.898176193237305 (8.182586368048213) | > loss_mel: 13.389191627502441 (13.16934266447713) | > loss_duration: 1.7630939483642578 (1.6847639656806177) | > amp_scaler: 32.0 (32.0) | > loss_1: 27.322050094604492 (27.51470401675202) | > grad_norm_1: tensor(599.5771, device='cuda:0') (tensor(496.2249, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8448 (0.8492035865783695) | > loader_time: 0.0117 (0.009797733267456369)  --> TIME: 2025-05-10 07:12:45 -- STEP: 437/725 -- GLOBAL_STEP: 217400 | > loss_disc: 2.21195125579834 (2.217523730319478) | > loss_disc_real_0: 0.20862248539924622 (0.14083671806810644) | > loss_disc_real_1: 0.15803590416908264 (0.1937713862079232) | > loss_disc_real_2: 0.18178771436214447 (0.18937334421706692) | > loss_disc_real_3: 0.20260152220726013 (0.20551658447328913) | > loss_disc_real_4: 0.2020849883556366 (0.19775286299822253) | > loss_disc_real_5: 0.24574895203113556 (0.20530545476235837) | > loss_0: 2.21195125579834 (2.217523730319478) | > grad_norm_0: tensor(38.5832, device='cuda:0') (tensor(24.7222, device='cuda:0')) | > loss_gen: 2.839360237121582 (2.753819114283511) | > loss_kl: 1.6592234373092651 (1.7256881050441577) | > loss_feat: 8.917990684509277 (8.19862301235067) | > loss_mel: 14.30298137664795 (13.176368593351246) | > loss_duration: 1.6561105251312256 (1.6847488841966851) | > amp_scaler: 64.0 (33.24485125858124) | > loss_1: 29.37566566467285 (27.539247704861637) | > grad_norm_1: tensor(616.1373, device='cuda:0') (tensor(497.6581, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8807 (0.848310084310222) | > loader_time: 0.0095 (0.00983274610419022)  --> TIME: 2025-05-10 07:13:28 -- STEP: 487/725 -- GLOBAL_STEP: 217450 | > loss_disc: 2.0974855422973633 (2.2192361017027427) | > loss_disc_real_0: 0.18476566672325134 (0.14118164900147204) | > loss_disc_real_1: 0.1740267127752304 (0.19363141310777998) | > loss_disc_real_2: 0.174374520778656 (0.1895725789806926) | > loss_disc_real_3: 0.1999664604663849 (0.20545315298823605) | > loss_disc_real_4: 0.17261360585689545 (0.19772636425323795) | > loss_disc_real_5: 0.18941697478294373 (0.2055933328624623) | > loss_0: 2.0974855422973633 (2.2192361017027427) | > grad_norm_0: tensor(33.8442, device='cuda:0') (tensor(24.7441, device='cuda:0')) | > loss_gen: 2.986572027206421 (2.750877651590586) | > loss_kl: 1.7145445346832275 (1.7283002113659525) | > loss_feat: 9.416643142700195 (8.192675923419916) | > loss_mel: 14.848054885864258 (13.16483951936757) | > loss_duration: 1.684698224067688 (1.6855747751141965) | > amp_scaler: 64.0 (36.40246406570842) | > loss_1: 30.6505126953125 (27.522268075962575) | > grad_norm_1: tensor(620.0293, device='cuda:0') (tensor(496.7635, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8044 (0.8478686334660902) | > loader_time: 0.0091 (0.009852519025548035)  --> TIME: 2025-05-10 07:14:11 -- STEP: 537/725 -- GLOBAL_STEP: 217500 | > loss_disc: 2.2935428619384766 (2.220307559274428) | > loss_disc_real_0: 0.15282519161701202 (0.1411199674454259) | > loss_disc_real_1: 0.21437430381774902 (0.193760095001155) | > loss_disc_real_2: 0.2123108208179474 (0.18962660426312097) | > loss_disc_real_3: 0.20107851922512054 (0.20560429263270322) | > loss_disc_real_4: 0.19438989460468292 (0.19757316529306837) | > loss_disc_real_5: 0.21968486905097961 (0.20591219560394072) | > loss_0: 2.2935428619384766 (2.220307559274428) | > grad_norm_0: tensor(24.1511, device='cuda:0') (tensor(24.8218, device='cuda:0')) | > loss_gen: 2.707305908203125 (2.7492703920858084) | > loss_kl: 1.7208781242370605 (1.7264278461147284) | > loss_feat: 7.574651718139648 (8.178078963991862) | > loss_mel: 12.392542839050293 (13.156271174411312) | > loss_duration: 1.7185533046722412 (1.686232433416768) | > amp_scaler: 64.0 (38.97206703910614) | > loss_1: 26.11393165588379 (27.496280801584824) | > grad_norm_1: tensor(739.5886, device='cuda:0') (tensor(500.9474, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8447 (0.8472651862565367) | > loader_time: 0.0112 (0.009864472810116556)  --> TIME: 2025-05-10 07:14:54 -- STEP: 587/725 -- GLOBAL_STEP: 217550 | > loss_disc: 2.2131600379943848 (2.2200645060108704) | > loss_disc_real_0: 0.13547450304031372 (0.14101549154195103) | > loss_disc_real_1: 0.17803020775318146 (0.1936921032059944) | > loss_disc_real_2: 0.20217175781726837 (0.18950374297531133) | > loss_disc_real_3: 0.2015804797410965 (0.20553195557764883) | > loss_disc_real_4: 0.1733066290616989 (0.19765560265497203) | > loss_disc_real_5: 0.22425244748592377 (0.20574296064027528) | > loss_0: 2.2131600379943848 (2.2200645060108704) | > grad_norm_0: tensor(26.9745, device='cuda:0') (tensor(25.0683, device='cuda:0')) | > loss_gen: 2.755417823791504 (2.750297967173172) | > loss_kl: 1.646765112876892 (1.7255770524478244) | > loss_feat: 8.314841270446777 (8.18140945808241) | > loss_mel: 14.044561386108398 (13.159379671541952) | > loss_duration: 1.6603894233703613 (1.685796244790241) | > amp_scaler: 64.0 (41.1039182282794) | > loss_1: 28.421974182128906 (27.502460392004785) | > grad_norm_1: tensor(136.4654, device='cuda:0') (tensor(504.6945, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8523 (0.8473841660676662) | > loader_time: 0.0165 (0.00989903380151907)  --> TIME: 2025-05-10 07:15:37 -- STEP: 637/725 -- GLOBAL_STEP: 217600 | > loss_disc: 2.2538790702819824 (2.2182590673258) | > loss_disc_real_0: 0.11295106261968613 (0.14068648278760007) | > loss_disc_real_1: 0.2225024402141571 (0.19349769663118302) | > loss_disc_real_2: 0.2074233740568161 (0.189345932713296) | > loss_disc_real_3: 0.22418101131916046 (0.20565460463240157) | > loss_disc_real_4: 0.21808040142059326 (0.19755483129803011) | > loss_disc_real_5: 0.19992320239543915 (0.2056400141498919) | > loss_0: 2.2538790702819824 (2.2182590673258) | > grad_norm_0: tensor(24.6475, device='cuda:0') (tensor(25.1373, device='cuda:0')) | > loss_gen: 2.5959560871124268 (2.7530669439905657) | > loss_kl: 1.629562258720398 (1.7247240539622644) | > loss_feat: 7.295931339263916 (8.188225371122723) | > loss_mel: 12.44363021850586 (13.168466322463193) | > loss_duration: 1.6679102182388306 (1.6855574176300265) | > amp_scaler: 64.0 (42.90109890109889) | > loss_1: 25.63298988342285 (27.520040125824405) | > grad_norm_1: tensor(512.2212, device='cuda:0') (tensor(508.2189, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8522 (0.8474941923629546) | > loader_time: 0.0093 (0.009980356674553643)  --> TIME: 2025-05-10 07:16:20 -- STEP: 687/725 -- GLOBAL_STEP: 217650 | > loss_disc: 2.3456335067749023 (2.2176679731977025) | > loss_disc_real_0: 0.1407376229763031 (0.14102595416609376) | > loss_disc_real_1: 0.21628303825855255 (0.1935356084956873) | > loss_disc_real_2: 0.17703688144683838 (0.18905278953575844) | > loss_disc_real_3: 0.21568331122398376 (0.20545285352366113) | > loss_disc_real_4: 0.18589627742767334 (0.19762669189181042) | > loss_disc_real_5: 0.2046685665845871 (0.20530774256721507) | > loss_0: 2.3456335067749023 (2.2176679731977025) | > grad_norm_0: tensor(19.3748, device='cuda:0') (tensor(25.2596, device='cuda:0')) | > loss_gen: 2.4929726123809814 (2.7537655937966634) | > loss_kl: 1.5851502418518066 (1.7237701068972568) | > loss_feat: 7.086413383483887 (8.193373655821716) | > loss_mel: 12.104537010192871 (13.1666041878113) | > loss_duration: 1.6946368217468262 (1.685520615813687) | > amp_scaler: 64.0 (44.4366812227074) | > loss_1: 24.96371078491211 (27.523034166560944) | > grad_norm_1: tensor(381.4682, device='cuda:0') (tensor(508.2277, device='cuda:0')) | > current_lr_0: 0.0001941858174679673 | > current_lr_1: 0.0001941858174679673 | > step_time: 0.8602 (0.8471248365038522) | > loader_time: 0.0129 (0.01001532768404987)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2966387271881104 (2.2966387271881104) | > loss_disc_real_0: 0.15756437182426453 (0.15756437182426453) | > loss_disc_real_1: 0.19690878689289093 (0.19690878689289093) | > loss_disc_real_2: 0.22009532153606415 (0.22009532153606415) | > loss_disc_real_3: 0.2267352044582367 (0.2267352044582367) | > loss_disc_real_4: 0.21435055136680603 (0.21435055136680603) | > loss_disc_real_5: 0.23242032527923584 (0.23242032527923584) | > loss_0: 2.2966387271881104 (2.2966387271881104) | > loss_gen: 2.57545804977417 (2.57545804977417) | > loss_kl: 2.1888840198516846 (2.1888840198516846) | > loss_feat: 8.270325660705566 (8.270325660705566) | > loss_mel: 14.393089294433594 (14.393089294433594) | > loss_duration: 1.70229172706604 (1.70229172706604) | > loss_1: 29.130048751831055 (29.130048751831055)  --> STEP: 1 | > loss_disc: 2.3547797203063965 (2.3547797203063965) | > loss_disc_real_0: 0.1518285572528839 (0.1518285572528839) | > loss_disc_real_1: 0.21296395361423492 (0.21296395361423492) | > loss_disc_real_2: 0.23883384466171265 (0.23883384466171265) | > loss_disc_real_3: 0.2394053041934967 (0.2394053041934967) | > loss_disc_real_4: 0.2000071406364441 (0.2000071406364441) | > loss_disc_real_5: 0.21021682024002075 (0.21021682024002075) | > loss_0: 2.3547797203063965 (2.3547797203063965) | > loss_gen: 2.454679250717163 (2.454679250717163) | > loss_kl: 2.0006930828094482 (2.0006930828094482) | > loss_feat: 7.061258316040039 (7.061258316040039) | > loss_mel: 12.973044395446777 (12.973044395446777) | > loss_duration: 1.790378212928772 (1.790378212928772) | > loss_1: 26.280054092407227 (26.280054092407227)  --> STEP: 2 | > loss_disc: 2.266580581665039 (2.3106801509857178) | > loss_disc_real_0: 0.14166072010993958 (0.14674463868141174) | > loss_disc_real_1: 0.1928526610136032 (0.20290830731391907) | > loss_disc_real_2: 0.2257954180240631 (0.23231463134288788) | > loss_disc_real_3: 0.24059368669986725 (0.23999949544668198) | > loss_disc_real_4: 0.1880534440279007 (0.1940302923321724) | > loss_disc_real_5: 0.18424874544143677 (0.19723278284072876) | > loss_0: 2.266580581665039 (2.3106801509857178) | > loss_gen: 2.5605270862579346 (2.507603168487549) | > loss_kl: 1.957190990447998 (1.9789420366287231) | > loss_feat: 7.572807312011719 (7.317032814025879) | > loss_mel: 14.233604431152344 (13.60332441329956) | > loss_duration: 1.8136215209960938 (1.8019998669624329) | > loss_1: 28.137752532958984 (27.208903312683105)  --> STEP: 3 | > loss_disc: 2.3470194339752197 (2.3227932453155518) | > loss_disc_real_0: 0.1644318848848343 (0.15264038741588593) | > loss_disc_real_1: 0.2097846418619156 (0.2052004188299179) | > loss_disc_real_2: 0.21510817110538483 (0.22657914459705353) | > loss_disc_real_3: 0.20300254225730896 (0.22766717771689096) | > loss_disc_real_4: 0.1938350647687912 (0.193965216477712) | > loss_disc_real_5: 0.20678576827049255 (0.20041711131731668) | > loss_0: 2.3470194339752197 (2.3227932453155518) | > loss_gen: 2.4004125595092773 (2.4718729654947915) | > loss_kl: 1.9406702518463135 (1.9661847750345867) | > loss_feat: 7.2507100105285645 (7.294925212860107) | > loss_mel: 13.691549301147461 (13.632732709248861) | > loss_duration: 1.799527883529663 (1.801175872484843) | > loss_1: 27.08287239074707 (27.166893005371094)  --> STEP: 4 | > loss_disc: 2.4136948585510254 (2.34551864862442) | > loss_disc_real_0: 0.15819741785526276 (0.15402964502573013) | > loss_disc_real_1: 0.22344094514846802 (0.20976055040955544) | > loss_disc_real_2: 0.22032038867473602 (0.22501445561647415) | > loss_disc_real_3: 0.22200119495391846 (0.22625068202614784) | > loss_disc_real_4: 0.222627654671669 (0.20113082602620125) | > loss_disc_real_5: 0.23615410923957825 (0.20935136079788208) | > loss_0: 2.4136948585510254 (2.34551864862442) | > loss_gen: 2.432990789413452 (2.462152421474457) | > loss_kl: 1.9283753633499146 (1.9567324221134186) | > loss_feat: 7.873551845550537 (7.439581871032715) | > loss_mel: 12.581782341003418 (13.3699951171875) | > loss_duration: 1.7430498600006104 (1.7866443693637848) | > loss_1: 26.559749603271484 (27.01510715484619) --> EVAL PERFORMANCE | > avg_loader_time: 0.2794837951660156 (-0.0014234185218811035) | > avg_loss_disc: 2.34551864862442 (+0.03840905427932739) | > avg_loss_disc_real_0: 0.15402964502573013 (-0.009508412331342697) | > avg_loss_disc_real_1: 0.20976055040955544 (+0.022074483335018158) | > avg_loss_disc_real_2: 0.22501445561647415 (-0.02074076235294342) | > avg_loss_disc_real_3: 0.22625068202614784 (+0.03224581852555275) | > avg_loss_disc_real_4: 0.20113082602620125 (+0.0028137117624282837) | > avg_loss_disc_real_5: 0.20935136079788208 (-0.012068159878253937) | > avg_loss_0: 2.34551864862442 (+0.03840905427932739) | > avg_loss_gen: 2.462152421474457 (-0.21657174825668335) | > avg_loss_kl: 1.9567324221134186 (-0.06850874423980713) | > avg_loss_feat: 7.439581871032715 (-0.546506404876709) | > avg_loss_mel: 13.3699951171875 (-0.24234390258789062) | > avg_loss_duration: 1.7866443693637848 (-0.014462053775787354) | > avg_loss_1: 27.01510715484619 (-1.0883917808532715)  > EPOCH: 237/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 07:16:59)   --> TIME: 2025-05-10 07:17:12 -- STEP: 12/725 -- GLOBAL_STEP: 217700 | > loss_disc: 2.273524284362793 (2.2387705047925315) | > loss_disc_real_0: 0.12284567207098007 (0.13410268537700176) | > loss_disc_real_1: 0.20579834282398224 (0.19509154185652733) | > loss_disc_real_2: 0.18972466886043549 (0.1984936036169529) | > loss_disc_real_3: 0.16221235692501068 (0.19990153114000955) | > loss_disc_real_4: 0.18922059237957 (0.19788037116328874) | > loss_disc_real_5: 0.2233307808637619 (0.21348793680469194) | > loss_0: 2.273524284362793 (2.2387705047925315) | > grad_norm_0: tensor(22.3128, device='cuda:0') (tensor(21.9214, device='cuda:0')) | > loss_gen: 2.6636221408843994 (2.7388344605763755) | > loss_kl: 1.8253253698349 (1.7939414580663045) | > loss_feat: 7.992183208465576 (8.063525279362997) | > loss_mel: 13.494664192199707 (13.286945025126139) | > loss_duration: 1.712132453918457 (1.6888277033964794) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.68792724609375 (27.57207425435384) | > grad_norm_1: tensor(668.0842, device='cuda:0') (tensor(562.2084, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8472 (0.8353383739789327) | > loader_time: 0.0086 (0.009372850259145101)  --> TIME: 2025-05-10 07:17:55 -- STEP: 62/725 -- GLOBAL_STEP: 217750 | > loss_disc: 2.273991823196411 (2.243770818556508) | > loss_disc_real_0: 0.15004190802574158 (0.14152374010412924) | > loss_disc_real_1: 0.2040196657180786 (0.19365240417180524) | > loss_disc_real_2: 0.22420315444469452 (0.19560201177673955) | > loss_disc_real_3: 0.22006985545158386 (0.20750912230822346) | > loss_disc_real_4: 0.2072461098432541 (0.20068595606473186) | > loss_disc_real_5: 0.2205592542886734 (0.20717728762857376) | > loss_0: 2.273991823196411 (2.243770818556508) | > grad_norm_0: tensor(18.4547, device='cuda:0') (tensor(23.1507, device='cuda:0')) | > loss_gen: 2.668686866760254 (2.7412578367417857) | > loss_kl: 1.548775553703308 (1.7385798981112819) | > loss_feat: 8.145795822143555 (8.158131960899595) | > loss_mel: 12.687135696411133 (13.28524035792197) | > loss_duration: 1.7303862571716309 (1.6825065228246874) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.780778884887695 (27.605716428449078) | > grad_norm_1: tensor(523.6342, device='cuda:0') (tensor(520.4692, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8378 (0.8517882439397997) | > loader_time: 0.0093 (0.009585138290159164)  --> TIME: 2025-05-10 07:18:39 -- STEP: 112/725 -- GLOBAL_STEP: 217800 | > loss_disc: 2.1674718856811523 (2.224501626832143) | > loss_disc_real_0: 0.11420951783657074 (0.13955349701323685) | > loss_disc_real_1: 0.2085307389497757 (0.192186183296144) | > loss_disc_real_2: 0.2129434198141098 (0.1926918410296951) | > loss_disc_real_3: 0.17435017228126526 (0.20465444081595965) | > loss_disc_real_4: 0.17714540660381317 (0.19928453263959714) | > loss_disc_real_5: 0.16373029351234436 (0.20455223854099) | > loss_0: 2.1674718856811523 (2.224501626832143) | > grad_norm_0: tensor(16.7199, device='cuda:0') (tensor(23.7341, device='cuda:0')) | > loss_gen: 2.8400068283081055 (2.7491206867354263) | > loss_kl: 1.8122878074645996 (1.7403381520083971) | > loss_feat: 7.966205596923828 (8.170050625290198) | > loss_mel: 13.2518892288208 (13.265783224787029) | > loss_duration: 1.6902153491973877 (1.6862009742430277) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.56060791015625 (27.611493621553695) | > grad_norm_1: tensor(287.9727, device='cuda:0') (tensor(535.2040, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8423 (0.8518215439149311) | > loader_time: 0.0106 (0.0096544623374939)  --> TIME: 2025-05-10 07:19:22 -- STEP: 162/725 -- GLOBAL_STEP: 217850 | > loss_disc: 2.2862296104431152 (2.2251072430316294) | > loss_disc_real_0: 0.19605840742588043 (0.14154292514294758) | > loss_disc_real_1: 0.20127062499523163 (0.19215727128364424) | > loss_disc_real_2: 0.19328159093856812 (0.19187827104771576) | > loss_disc_real_3: 0.20438432693481445 (0.20438401419439434) | > loss_disc_real_4: 0.20482032001018524 (0.198543606808892) | > loss_disc_real_5: 0.19409425556659698 (0.20588551940005503) | > loss_0: 2.2862296104431152 (2.2251072430316294) | > grad_norm_0: tensor(29.7134, device='cuda:0') (tensor(23.6587, device='cuda:0')) | > loss_gen: 2.7664217948913574 (2.7500313844209834) | > loss_kl: 1.6681790351867676 (1.7351653730427776) | > loss_feat: 7.002063751220703 (8.214537255557971) | > loss_mel: 12.362200736999512 (13.245138427357615) | > loss_duration: 1.6512426137924194 (1.6854772567749023) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.450109481811523 (27.630349665512274) | > grad_norm_1: tensor(502.0709, device='cuda:0') (tensor(505.0485, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.827 (0.8508492884812532) | > loader_time: 0.0095 (0.009700942922521523)  --> TIME: 2025-05-10 07:20:05 -- STEP: 212/725 -- GLOBAL_STEP: 217900 | > loss_disc: 2.2055892944335938 (2.2161176103465947) | > loss_disc_real_0: 0.14955191314220428 (0.1402658028352374) | > loss_disc_real_1: 0.16616572439670563 (0.19227505679119308) | > loss_disc_real_2: 0.19724249839782715 (0.191010953893639) | > loss_disc_real_3: 0.21545745432376862 (0.20410886259292657) | > loss_disc_real_4: 0.2211475372314453 (0.19851989678616794) | > loss_disc_real_5: 0.22240880131721497 (0.20488189343573912) | > loss_0: 2.2055892944335938 (2.2161176103465947) | > grad_norm_0: tensor(41.4002, device='cuda:0') (tensor(24.0739, device='cuda:0')) | > loss_gen: 2.773829460144043 (2.763154147930864) | > loss_kl: 1.5934151411056519 (1.7276738763980146) | > loss_feat: 8.934657096862793 (8.29740936576195) | > loss_mel: 13.901762008666992 (13.347347754352498) | > loss_duration: 1.6931630373001099 (1.684961127222709) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.896825790405273 (27.820546213186013) | > grad_norm_1: tensor(803.5439, device='cuda:0') (tensor(505.1671, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8405 (0.8502140236350725) | > loader_time: 0.0104 (0.009721006987229837)  --> TIME: 2025-05-10 07:20:48 -- STEP: 262/725 -- GLOBAL_STEP: 217950 | > loss_disc: 2.2450664043426514 (2.225015238951179) | > loss_disc_real_0: 0.1272343099117279 (0.14441747161495783) | > loss_disc_real_1: 0.19557589292526245 (0.1923583748800154) | > loss_disc_real_2: 0.1764223575592041 (0.19111291171257733) | > loss_disc_real_3: 0.19305266439914703 (0.20472370361098807) | > loss_disc_real_4: 0.21122881770133972 (0.1982807697913119) | > loss_disc_real_5: 0.17609889805316925 (0.20604342131214287) | > loss_0: 2.2450664043426514 (2.225015238951179) | > grad_norm_0: tensor(18.5123, device='cuda:0') (tensor(25.0084, device='cuda:0')) | > loss_gen: 2.8206207752227783 (2.7646160307731327) | > loss_kl: 1.8153718709945679 (1.729174890590988) | > loss_feat: 8.050952911376953 (8.283098428303962) | > loss_mel: 12.48083209991455 (13.321484704054038) | > loss_duration: 1.675893783569336 (1.6853920735475671) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.843671798706055 (27.783766076764987) | > grad_norm_1: tensor(272.0930, device='cuda:0') (tensor(505.7497, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8884 (0.849255534528776) | > loader_time: 0.0097 (0.009703449620545368)  --> TIME: 2025-05-10 07:21:31 -- STEP: 312/725 -- GLOBAL_STEP: 218000 | > loss_disc: 2.172041177749634 (2.2260361672976066) | > loss_disc_real_0: 0.12130295485258102 (0.14469422915807145) | > loss_disc_real_1: 0.17481306195259094 (0.19215380457731387) | > loss_disc_real_2: 0.185291588306427 (0.19145916039362929) | > loss_disc_real_3: 0.20958787202835083 (0.20478579062872967) | > loss_disc_real_4: 0.17993392050266266 (0.19802419234735844) | > loss_disc_real_5: 0.18410061299800873 (0.20605578555319554) | > loss_0: 2.172041177749634 (2.2260361672976066) | > grad_norm_0: tensor(15.1319, device='cuda:0') (tensor(24.7675, device='cuda:0')) | > loss_gen: 2.7189502716064453 (2.7572576021536785) | > loss_kl: 1.5516606569290161 (1.7280701933762965) | > loss_feat: 8.576973915100098 (8.243057623887674) | > loss_mel: 14.46523380279541 (13.289846606743641) | > loss_duration: 1.6833069324493408 (1.68428842150248) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.996126174926758 (27.702520401049885) | > grad_norm_1: tensor(511.7466, device='cuda:0') (tensor(502.7527, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8373 (0.8489717130477612) | > loader_time: 0.0096 (0.009684109534972759) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_218000.pth  --> TIME: 2025-05-10 07:22:16 -- STEP: 362/725 -- GLOBAL_STEP: 218050 | > loss_disc: 2.1578140258789062 (2.224743691597196) | > loss_disc_real_0: 0.1442483365535736 (0.14448248629988228) | > loss_disc_real_1: 0.18164391815662384 (0.1920834441375995) | > loss_disc_real_2: 0.17664487659931183 (0.19080230107952878) | > loss_disc_real_3: 0.17996054887771606 (0.2046191561040957) | > loss_disc_real_4: 0.18935269117355347 (0.19811090522378846) | > loss_disc_real_5: 0.2200203835964203 (0.2064325686811742) | > loss_0: 2.1578140258789062 (2.224743691597196) | > grad_norm_0: tensor(26.2792, device='cuda:0') (tensor(24.3569, device='cuda:0')) | > loss_gen: 2.9068844318389893 (2.7549211307125194) | > loss_kl: 1.9509869813919067 (1.7241877077034165) | > loss_feat: 9.545746803283691 (8.227267119107323) | > loss_mel: 14.843628883361816 (13.273661508085977) | > loss_duration: 1.6277233362197876 (1.6833377447576154) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.874971389770508 (27.66337513791922) | > grad_norm_1: tensor(550.4870, device='cuda:0') (tensor(500.9243, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.846 (0.849262092653559) | > loader_time: 0.0099 (0.009691717874937958)  --> TIME: 2025-05-10 07:23:00 -- STEP: 412/725 -- GLOBAL_STEP: 218100 | > loss_disc: 2.170106887817383 (2.224625372770921) | > loss_disc_real_0: 0.09888897091150284 (0.1445981189427735) | > loss_disc_real_1: 0.2074524462223053 (0.19245689850553718) | > loss_disc_real_2: 0.2239532321691513 (0.19066672131997867) | > loss_disc_real_3: 0.19630621373653412 (0.20452464267032813) | > loss_disc_real_4: 0.1903274953365326 (0.19781162043653647) | > loss_disc_real_5: 0.19119365513324738 (0.2065791278281837) | > loss_0: 2.170106887817383 (2.224625372770921) | > grad_norm_0: tensor(23.9905, device='cuda:0') (tensor(24.3095, device='cuda:0')) | > loss_gen: 2.8749470710754395 (2.7521102058077327) | > loss_kl: 1.5562517642974854 (1.7269985722106638) | > loss_feat: 8.31480598449707 (8.2057659382959) | > loss_mel: 12.990326881408691 (13.247457828336549) | > loss_duration: 1.684351921081543 (1.6838363024216254) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.420684814453125 (27.61616880453906) | > grad_norm_1: tensor(459.2714, device='cuda:0') (tensor(497.8269, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8587 (0.8508173609242856) | > loader_time: 0.0094 (0.009720943506481578)  --> TIME: 2025-05-10 07:23:43 -- STEP: 462/725 -- GLOBAL_STEP: 218150 | > loss_disc: 2.199300765991211 (2.2233207406419693) | > loss_disc_real_0: 0.14816515147686005 (0.14474623974461065) | > loss_disc_real_1: 0.22560645639896393 (0.19220130293916307) | > loss_disc_real_2: 0.20796339213848114 (0.19042126169968476) | > loss_disc_real_3: 0.1992572546005249 (0.20449379318720332) | > loss_disc_real_4: 0.1849125325679779 (0.19767587825462415) | > loss_disc_real_5: 0.1769433319568634 (0.2062760407338927) | > loss_0: 2.199300765991211 (2.2233207406419693) | > grad_norm_0: tensor(22.3251, device='cuda:0') (tensor(24.2869, device='cuda:0')) | > loss_gen: 2.8694815635681152 (2.7536504975645064) | > loss_kl: 1.945076584815979 (1.7270950956262034) | > loss_feat: 8.30190372467041 (8.212629356425563) | > loss_mel: 12.351824760437012 (13.248999857799316) | > loss_duration: 1.7200260162353516 (1.6838784127524404) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.188312530517578 (27.626253169336362) | > grad_norm_1: tensor(606.9333, device='cuda:0') (tensor(500.4549, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.7915 (0.8503670625356369) | > loader_time: 0.01 (0.0097626932771691)  --> TIME: 2025-05-10 07:24:27 -- STEP: 512/725 -- GLOBAL_STEP: 218200 | > loss_disc: 2.2867252826690674 (2.2233287403360005) | > loss_disc_real_0: 0.16309481859207153 (0.14482619574118877) | > loss_disc_real_1: 0.2051682323217392 (0.19210923757054837) | > loss_disc_real_2: 0.19491147994995117 (0.19034838801599108) | > loss_disc_real_3: 0.2123461812734604 (0.2047406384372152) | > loss_disc_real_4: 0.19590789079666138 (0.1976223961391952) | > loss_disc_real_5: 0.2077925056219101 (0.2061103497107979) | > loss_0: 2.2867252826690674 (2.2233287403360005) | > grad_norm_0: tensor(23.0648, device='cuda:0') (tensor(24.5423, device='cuda:0')) | > loss_gen: 2.5501081943511963 (2.7536574285477404) | > loss_kl: 1.6316194534301758 (1.728541623800993) | > loss_feat: 7.434815406799316 (8.204550864174966) | > loss_mel: 11.600687980651855 (13.230044547468424) | > loss_duration: 1.6496496200561523 (1.6845363455358893) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.866878509521484 (27.601330757141113) | > grad_norm_1: tensor(323.5390, device='cuda:0') (tensor(498.5415, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8515 (0.850243188906461) | > loader_time: 0.0107 (0.009873619768768549)  --> TIME: 2025-05-10 07:25:10 -- STEP: 562/725 -- GLOBAL_STEP: 218250 | > loss_disc: 2.1319236755371094 (2.2212403193911623) | > loss_disc_real_0: 0.13898085057735443 (0.14409800534040484) | > loss_disc_real_1: 0.17212899029254913 (0.1922078177969226) | > loss_disc_real_2: 0.17261870205402374 (0.19020944844361304) | > loss_disc_real_3: 0.23485462367534637 (0.20463855527473937) | > loss_disc_real_4: 0.20150204002857208 (0.1974124198123229) | > loss_disc_real_5: 0.19036664068698883 (0.20602032332763973) | > loss_0: 2.1319236755371094 (2.2212403193911623) | > grad_norm_0: tensor(22.2596, device='cuda:0') (tensor(24.5158, device='cuda:0')) | > loss_gen: 2.856106996536255 (2.7553063138948213) | > loss_kl: 1.7602434158325195 (1.7283895261771314) | > loss_feat: 8.331830024719238 (8.213285139022773) | > loss_mel: 12.603090286254883 (13.23793625407371) | > loss_duration: 1.649071216583252 (1.684661400275723) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.200342178344727 (27.61957857871819) | > grad_norm_1: tensor(588.6046, device='cuda:0') (tensor(499.6124, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.9012 (0.8497839466108542) | > loader_time: 0.0094 (0.009907455206765827)  --> TIME: 2025-05-10 07:25:53 -- STEP: 612/725 -- GLOBAL_STEP: 218300 | > loss_disc: 2.1569716930389404 (2.2220036282258855) | > loss_disc_real_0: 0.14146758615970612 (0.1438178742438361) | > loss_disc_real_1: 0.17818213999271393 (0.19249739293374263) | > loss_disc_real_2: 0.19229818880558014 (0.19012098725325138) | > loss_disc_real_3: 0.18256451189517975 (0.20470532080998613) | > loss_disc_real_4: 0.20548629760742188 (0.19754410586228555) | > loss_disc_real_5: 0.19211700558662415 (0.20624820079678804) | > loss_0: 2.1569716930389404 (2.2220036282258855) | > grad_norm_0: tensor(23.7872, device='cuda:0') (tensor(24.6029, device='cuda:0')) | > loss_gen: 2.82720685005188 (2.7542018247585656) | > loss_kl: 1.895819902420044 (1.7279316547259786) | > loss_feat: 8.353546142578125 (8.215654964540521) | > loss_mel: 13.577130317687988 (13.248882881177016) | > loss_duration: 1.6281704902648926 (1.6842994370491684) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.28187370300293 (27.63097070245182) | > grad_norm_1: tensor(627.5987, device='cuda:0') (tensor(501.3271, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.7986 (0.8502291682498907) | > loader_time: 0.0111 (0.009984384564792411)  --> TIME: 2025-05-10 07:26:36 -- STEP: 662/725 -- GLOBAL_STEP: 218350 | > loss_disc: 2.253129005432129 (2.2219358524166934) | > loss_disc_real_0: 0.18434426188468933 (0.143794723316532) | > loss_disc_real_1: 0.21070298552513123 (0.1924591969777449) | > loss_disc_real_2: 0.17797733843326569 (0.19019125849908922) | > loss_disc_real_3: 0.20904888212680817 (0.204672797546466) | > loss_disc_real_4: 0.20198892056941986 (0.19762016956629702) | > loss_disc_real_5: 0.2012544870376587 (0.20606543920551543) | > loss_0: 2.253129005432129 (2.2219358524166934) | > grad_norm_0: tensor(29.0837, device='cuda:0') (tensor(24.5344, device='cuda:0')) | > loss_gen: 2.7958333492279053 (2.75310842328201) | > loss_kl: 1.738267421722412 (1.7233638288031172) | > loss_feat: 7.84577751159668 (8.205850795676701) | > loss_mel: 12.556416511535645 (13.238783453166302) | > loss_duration: 1.713289737701416 (1.6847051682789167) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.64958381652832 (27.60581161752568) | > grad_norm_1: tensor(629.0451, device='cuda:0') (tensor(501.4108, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8702 (0.8495552064428877) | > loader_time: 0.0103 (0.010021038285915232)  --> TIME: 2025-05-10 07:27:19 -- STEP: 712/725 -- GLOBAL_STEP: 218400 | > loss_disc: 2.2486395835876465 (2.219965544979225) | > loss_disc_real_0: 0.14971664547920227 (0.14379118923935008) | > loss_disc_real_1: 0.19217708706855774 (0.19246586108726724) | > loss_disc_real_2: 0.18520833551883698 (0.18995388251928122) | > loss_disc_real_3: 0.1697414368391037 (0.20452060583937037) | > loss_disc_real_4: 0.1874600201845169 (0.19736692794923025) | > loss_disc_real_5: 0.18808521330356598 (0.205905910079064) | > loss_0: 2.2486395835876465 (2.219965544979225) | > grad_norm_0: tensor(23.2143, device='cuda:0') (tensor(24.5128, device='cuda:0')) | > loss_gen: 2.506679058074951 (2.754278402649954) | > loss_kl: 1.722511649131775 (1.7214342819505863) | > loss_feat: 7.456732749938965 (8.21131906683525) | > loss_mel: 12.05273723602295 (13.238716184423208) | > loss_duration: 1.6891030073165894 (1.6844611179627735) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.427762985229492 (27.61020900962058) | > grad_norm_1: tensor(429.8061, device='cuda:0') (tensor(501.7547, device='cuda:0')) | > current_lr_0: 0.0001941615442407838 | > current_lr_1: 0.0001941615442407838 | > step_time: 0.8258 (0.8494768393843362) | > loader_time: 0.0095 (0.010060117150960352)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.309429168701172 (2.309429168701172) | > loss_disc_real_0: 0.1246313825249672 (0.1246313825249672) | > loss_disc_real_1: 0.20457838475704193 (0.20457838475704193) | > loss_disc_real_2: 0.17561936378479004 (0.17561936378479004) | > loss_disc_real_3: 0.22642524540424347 (0.22642524540424347) | > loss_disc_real_4: 0.25231075286865234 (0.25231075286865234) | > loss_disc_real_5: 0.2727321684360504 (0.2727321684360504) | > loss_0: 2.309429168701172 (2.309429168701172) | > loss_gen: 2.6387689113616943 (2.6387689113616943) | > loss_kl: 2.0341036319732666 (2.0341036319732666) | > loss_feat: 8.205340385437012 (8.205340385437012) | > loss_mel: 14.09193229675293 (14.09193229675293) | > loss_duration: 1.708357572555542 (1.708357572555542) | > loss_1: 28.67850112915039 (28.67850112915039)  --> STEP: 1 | > loss_disc: 2.218538284301758 (2.218538284301758) | > loss_disc_real_0: 0.11896564066410065 (0.11896564066410065) | > loss_disc_real_1: 0.19249378144741058 (0.19249378144741058) | > loss_disc_real_2: 0.17595241963863373 (0.17595241963863373) | > loss_disc_real_3: 0.22157233953475952 (0.22157233953475952) | > loss_disc_real_4: 0.24627754092216492 (0.24627754092216492) | > loss_disc_real_5: 0.2747783660888672 (0.2747783660888672) | > loss_0: 2.218538284301758 (2.218538284301758) | > loss_gen: 2.7420828342437744 (2.7420828342437744) | > loss_kl: 2.071593761444092 (2.071593761444092) | > loss_feat: 8.741897583007812 (8.741897583007812) | > loss_mel: 14.676645278930664 (14.676645278930664) | > loss_duration: 1.7772588729858398 (1.7772588729858398) | > loss_1: 30.009479522705078 (30.009479522705078)  --> STEP: 2 | > loss_disc: 2.1984455585479736 (2.2084919214248657) | > loss_disc_real_0: 0.1352216601371765 (0.12709365040063858) | > loss_disc_real_1: 0.20546568930149078 (0.19897973537445068) | > loss_disc_real_2: 0.1499442458152771 (0.1629483327269554) | > loss_disc_real_3: 0.2269379198551178 (0.22425512969493866) | > loss_disc_real_4: 0.2331925481557846 (0.23973504453897476) | > loss_disc_real_5: 0.2828782796859741 (0.27882832288742065) | > loss_0: 2.1984455585479736 (2.2084919214248657) | > loss_gen: 2.8297595977783203 (2.7859212160110474) | > loss_kl: 1.9896361827850342 (2.030614972114563) | > loss_feat: 8.844321250915527 (8.79310941696167) | > loss_mel: 14.355767250061035 (14.51620626449585) | > loss_duration: 1.8292649984359741 (1.803261935710907) | > loss_1: 29.8487491607666 (29.92911434173584)  --> STEP: 3 | > loss_disc: 2.3633477687835693 (2.2601105372111) | > loss_disc_real_0: 0.13853374123573303 (0.13090701401233673) | > loss_disc_real_1: 0.21507813036441803 (0.20434586703777313) | > loss_disc_real_2: 0.17646034061908722 (0.16745233535766602) | > loss_disc_real_3: 0.22829866409301758 (0.2256029744942983) | > loss_disc_real_4: 0.25175201892852783 (0.24374070266882578) | > loss_disc_real_5: 0.28399428725242615 (0.28055031100908917) | > loss_0: 2.3633477687835693 (2.2601105372111) | > loss_gen: 2.5760576725006104 (2.7159667015075684) | > loss_kl: 2.004840612411499 (2.0220235188802085) | > loss_feat: 7.359543800354004 (8.315254211425781) | > loss_mel: 12.535179138183594 (13.855863889058432) | > loss_duration: 1.8105487823486328 (1.805690884590149) | > loss_1: 26.286169052124023 (28.714799245198567)  --> STEP: 4 | > loss_disc: 2.378749370574951 (2.289770245552063) | > loss_disc_real_0: 0.11816652119159698 (0.1277218908071518) | > loss_disc_real_1: 0.23011863231658936 (0.2107890583574772) | > loss_disc_real_2: 0.1703643649816513 (0.16818034276366234) | > loss_disc_real_3: 0.21878498792648315 (0.2238984778523445) | > loss_disc_real_4: 0.27860498428344727 (0.25245677307248116) | > loss_disc_real_5: 0.31923726201057434 (0.29022204875946045) | > loss_0: 2.378749370574951 (2.289770245552063) | > loss_gen: 2.6419873237609863 (2.697471857070923) | > loss_kl: 2.048025369644165 (2.0285239815711975) | > loss_feat: 8.278854370117188 (8.306154251098633) | > loss_mel: 13.269299507141113 (13.709222793579102) | > loss_duration: 1.7632273435592651 (1.795074999332428) | > loss_1: 28.001394271850586 (28.536448001861572) --> EVAL PERFORMANCE | > avg_loader_time: 0.27786338329315186 (-0.0016204118728637695) | > avg_loss_disc: 2.289770245552063 (-0.05574840307235718) | > avg_loss_disc_real_0: 0.1277218908071518 (-0.02630775421857834) | > avg_loss_disc_real_1: 0.2107890583574772 (+0.001028507947921753) | > avg_loss_disc_real_2: 0.16818034276366234 (-0.05683411285281181) | > avg_loss_disc_real_3: 0.2238984778523445 (-0.0023522041738033295) | > avg_loss_disc_real_4: 0.25245677307248116 (+0.05132594704627991) | > avg_loss_disc_real_5: 0.29022204875946045 (+0.08087068796157837) | > avg_loss_0: 2.289770245552063 (-0.05574840307235718) | > avg_loss_gen: 2.697471857070923 (+0.23531943559646606) | > avg_loss_kl: 2.0285239815711975 (+0.07179155945777893) | > avg_loss_feat: 8.306154251098633 (+0.866572380065918) | > avg_loss_mel: 13.709222793579102 (+0.33922767639160156) | > avg_loss_duration: 1.795074999332428 (+0.008430629968643188) | > avg_loss_1: 28.536448001861572 (+1.5213408470153809)  > EPOCH: 238/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 07:27:36)   --> TIME: 2025-05-10 07:28:10 -- STEP: 37/725 -- GLOBAL_STEP: 218450 | > loss_disc: 2.200070858001709 (2.199011512704797) | > loss_disc_real_0: 0.11311065405607224 (0.13879965487364182) | > loss_disc_real_1: 0.20712639391422272 (0.1931022957370088) | > loss_disc_real_2: 0.17471151053905487 (0.18930854910128825) | > loss_disc_real_3: 0.19856727123260498 (0.202303330237801) | > loss_disc_real_4: 0.18941354751586914 (0.19508426857961192) | > loss_disc_real_5: 0.19174359738826752 (0.20338167491796855) | > loss_0: 2.200070858001709 (2.199011512704797) | > grad_norm_0: tensor(16.0161, device='cuda:0') (tensor(24.1764, device='cuda:0')) | > loss_gen: 2.81113862991333 (2.7723025373510413) | > loss_kl: 1.6739953756332397 (1.7533510472323448) | > loss_feat: 8.915959358215332 (8.262483983426476) | > loss_mel: 13.28030776977539 (13.216807803592166) | > loss_duration: 1.6773757934570312 (1.6805871435113855) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.358776092529297 (27.685532234810495) | > grad_norm_1: tensor(196.9423, device='cuda:0') (tensor(506.6075, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8441 (0.8528843054900298) | > loader_time: 0.0099 (0.009570289302516627)  --> TIME: 2025-05-10 07:28:54 -- STEP: 87/725 -- GLOBAL_STEP: 218500 | > loss_disc: 2.1127219200134277 (2.196748634864544) | > loss_disc_real_0: 0.12668943405151367 (0.1403308281268197) | > loss_disc_real_1: 0.13837723433971405 (0.1907110986695892) | > loss_disc_real_2: 0.18609102070331573 (0.18917882219813337) | > loss_disc_real_3: 0.15897642076015472 (0.20181486986834418) | > loss_disc_real_4: 0.21751652657985687 (0.19595983367541742) | > loss_disc_real_5: 0.20469129085540771 (0.20393652700144668) | > loss_0: 2.1127219200134277 (2.196748634864544) | > grad_norm_0: tensor(23.8716, device='cuda:0') (tensor(24.5724, device='cuda:0')) | > loss_gen: 2.8921620845794678 (2.7697216998571634) | > loss_kl: 1.610342025756836 (1.7521775275811382) | > loss_feat: 9.133328437805176 (8.29985016789929) | > loss_mel: 14.20793628692627 (13.230341187838853) | > loss_duration: 1.6750484704971313 (1.6838144886082616) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.518817901611328 (27.735904890915442) | > grad_norm_1: tensor(557.8442, device='cuda:0') (tensor(482.6796, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8241 (0.8505920897955181) | > loader_time: 0.0092 (0.009791450938959228)  --> TIME: 2025-05-10 07:29:37 -- STEP: 137/725 -- GLOBAL_STEP: 218550 | > loss_disc: 2.1849236488342285 (2.2054136338895254) | > loss_disc_real_0: 0.12487826496362686 (0.13989748000881103) | > loss_disc_real_1: 0.19969284534454346 (0.19197637277798058) | > loss_disc_real_2: 0.17660391330718994 (0.18998266397601496) | > loss_disc_real_3: 0.1720622330904007 (0.20350713201247858) | > loss_disc_real_4: 0.21031427383422852 (0.19655144323397727) | > loss_disc_real_5: 0.21128809452056885 (0.2038886563403763) | > loss_0: 2.1849236488342285 (2.2054136338895254) | > grad_norm_0: tensor(16.7907, device='cuda:0') (tensor(24.7991, device='cuda:0')) | > loss_gen: 2.7767138481140137 (2.766412507008462) | > loss_kl: 1.9094992876052856 (1.7443127527724218) | > loss_feat: 8.454069137573242 (8.283723368261846) | > loss_mel: 12.746722221374512 (13.229711692698682) | > loss_duration: 1.6661689281463623 (1.6845128449210285) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.553173065185547 (27.70867297597175) | > grad_norm_1: tensor(179.5166, device='cuda:0') (tensor(492.3635, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.818 (0.8528886346051293) | > loader_time: 0.0088 (0.009928623255151902)  --> TIME: 2025-05-10 07:30:21 -- STEP: 187/725 -- GLOBAL_STEP: 218600 | > loss_disc: 2.4741744995117188 (2.2071504943511067) | > loss_disc_real_0: 0.17537331581115723 (0.14168491764342717) | > loss_disc_real_1: 0.20547381043434143 (0.1929575826395004) | > loss_disc_real_2: 0.2305833399295807 (0.1896090984025741) | > loss_disc_real_3: 0.22484011948108673 (0.2034710146048489) | > loss_disc_real_4: 0.18034331500530243 (0.196181013861442) | > loss_disc_real_5: 0.2498658150434494 (0.2041679012743547) | > loss_0: 2.4741744995117188 (2.2071504943511067) | > grad_norm_0: tensor(39.7680, device='cuda:0') (tensor(25.1858, device='cuda:0')) | > loss_gen: 2.3639230728149414 (2.7726546175339633) | > loss_kl: 1.638121247291565 (1.7402014114002493) | > loss_feat: 7.146730422973633 (8.301217561099618) | > loss_mel: 12.473674774169922 (13.289734891391692) | > loss_duration: 1.6861730813980103 (1.6857100521179444) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.30862045288086 (27.789518366522966) | > grad_norm_1: tensor(626.4293, device='cuda:0') (tensor(493.2704, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8647 (0.852417034261367) | > loader_time: 0.0096 (0.010146407520069798)  --> TIME: 2025-05-10 07:31:04 -- STEP: 237/725 -- GLOBAL_STEP: 218650 | > loss_disc: 2.0904300212860107 (2.2089340007757827) | > loss_disc_real_0: 0.13711583614349365 (0.14130065615292836) | > loss_disc_real_1: 0.19249141216278076 (0.19292925505698483) | > loss_disc_real_2: 0.19086861610412598 (0.18993082636267827) | > loss_disc_real_3: 0.20268937945365906 (0.20379706299254657) | > loss_disc_real_4: 0.17740321159362793 (0.19594869005026194) | > loss_disc_real_5: 0.19051600992679596 (0.2040867509343956) | > loss_0: 2.0904300212860107 (2.2089340007757827) | > grad_norm_0: tensor(31.1541, device='cuda:0') (tensor(24.8678, device='cuda:0')) | > loss_gen: 3.0657052993774414 (2.773090441015701) | > loss_kl: 2.0347230434417725 (1.7461969661310253) | > loss_feat: 8.782187461853027 (8.281860108113989) | > loss_mel: 13.7996826171875 (13.260972163848233) | > loss_duration: 1.6654107570648193 (1.6851566537020075) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.347707748413086 (27.74727613714677) | > grad_norm_1: tensor(711.5468, device='cuda:0') (tensor(481.9665, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8115 (0.8517387144676241) | > loader_time: 0.0093 (0.010227732517548252)  --> TIME: 2025-05-10 07:31:47 -- STEP: 287/725 -- GLOBAL_STEP: 218700 | > loss_disc: 2.2261135578155518 (2.211407967560797) | > loss_disc_real_0: 0.1883920133113861 (0.14091677730091776) | > loss_disc_real_1: 0.20433005690574646 (0.19328333385522362) | > loss_disc_real_2: 0.17023026943206787 (0.1898402624117788) | > loss_disc_real_3: 0.22329384088516235 (0.20409948324284896) | > loss_disc_real_4: 0.2005632221698761 (0.19580343028186506) | > loss_disc_real_5: 0.23318623006343842 (0.20523133645489655) | > loss_0: 2.2261135578155518 (2.211407967560797) | > grad_norm_0: tensor(31.1861, device='cuda:0') (tensor(24.5083, device='cuda:0')) | > loss_gen: 2.888470411300659 (2.765474606058737) | > loss_kl: 1.580377221107483 (1.7413402301509207) | > loss_feat: 7.817765235900879 (8.249529797025671) | > loss_mel: 13.514331817626953 (13.247446468898229) | > loss_duration: 1.688223958015442 (1.6848783858561767) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.48917007446289 (27.688669344274007) | > grad_norm_1: tensor(732.2946, device='cuda:0') (tensor(480.0194, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8134 (0.8500983980889931) | > loader_time: 0.0096 (0.010250030078954399)  --> TIME: 2025-05-10 07:32:30 -- STEP: 337/725 -- GLOBAL_STEP: 218750 | > loss_disc: 2.077371120452881 (2.2110896198968844) | > loss_disc_real_0: 0.17635372281074524 (0.14101743112243606) | > loss_disc_real_1: 0.22270642220973969 (0.19294918932087) | > loss_disc_real_2: 0.1639811396598816 (0.18980777887102396) | > loss_disc_real_3: 0.21508260071277618 (0.20428635135779386) | > loss_disc_real_4: 0.18602757155895233 (0.19593715097324071) | > loss_disc_real_5: 0.17980648577213287 (0.20519172676592973) | > loss_0: 2.077371120452881 (2.2110896198968844) | > grad_norm_0: tensor(53.3767, device='cuda:0') (tensor(24.5915, device='cuda:0')) | > loss_gen: 3.1086812019348145 (2.7642804522188897) | > loss_kl: 1.794348955154419 (1.7423901756014952) | > loss_feat: 9.181119918823242 (8.260038619225387) | > loss_mel: 14.392006874084473 (13.267729210216853) | > loss_duration: 1.6846297979354858 (1.6841507888335503) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.160785675048828 (27.718589143158773) | > grad_norm_1: tensor(903.2092, device='cuda:0') (tensor(485.5093, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8729 (0.8501056393812951) | > loader_time: 0.0096 (0.010310823202840652)  --> TIME: 2025-05-10 07:33:13 -- STEP: 387/725 -- GLOBAL_STEP: 218800 | > loss_disc: 2.2470037937164307 (2.2135969856296684) | > loss_disc_real_0: 0.21886956691741943 (0.14120936515026314) | > loss_disc_real_1: 0.20049726963043213 (0.19284174962869302) | > loss_disc_real_2: 0.20797546207904816 (0.19007411499048074) | > loss_disc_real_3: 0.23404590785503387 (0.2043939034144083) | > loss_disc_real_4: 0.18574294447898865 (0.1963659561111637) | > loss_disc_real_5: 0.22126086056232452 (0.20556026839624691) | > loss_0: 2.2470037937164307 (2.2135969856296684) | > grad_norm_0: tensor(58.0733, device='cuda:0') (tensor(24.8193, device='cuda:0')) | > loss_gen: 2.868441343307495 (2.76074446079343) | > loss_kl: 1.4690101146697998 (1.7422130505243938) | > loss_feat: 7.6815690994262695 (8.22407561432792) | > loss_mel: 12.921903610229492 (13.223591291935255) | > loss_duration: 1.7599525451660156 (1.6844831008935774) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.700876235961914 (27.63510741004648) | > grad_norm_1: tensor(754.1978, device='cuda:0') (tensor(487.4544, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8776 (0.8503812049402436) | > loader_time: 0.0121 (0.01035323007470261)  --> TIME: 2025-05-10 07:33:56 -- STEP: 437/725 -- GLOBAL_STEP: 218850 | > loss_disc: 2.207761764526367 (2.214389536146166) | > loss_disc_real_0: 0.13883619010448456 (0.14136896367681379) | > loss_disc_real_1: 0.2350580096244812 (0.19274547849558044) | > loss_disc_real_2: 0.17862501740455627 (0.18998994226450225) | > loss_disc_real_3: 0.20425087213516235 (0.20447249260456113) | > loss_disc_real_4: 0.20204395055770874 (0.1965414156084475) | > loss_disc_real_5: 0.20536404848098755 (0.20544348653721314) | > loss_0: 2.207761764526367 (2.214389536146166) | > grad_norm_0: tensor(15.3202, device='cuda:0') (tensor(24.8305, device='cuda:0')) | > loss_gen: 2.7924580574035645 (2.7602253494873756) | > loss_kl: 1.8896985054016113 (1.740664872206594) | > loss_feat: 8.227458953857422 (8.221429504027903) | > loss_mel: 13.684931755065918 (13.22437015332674) | > loss_duration: 1.6416397094726562 (1.6841905087027997) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.236186981201172 (27.630880286000686) | > grad_norm_1: tensor(191.7408, device='cuda:0') (tensor(488.9937, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8912 (0.8499112920302818) | > loader_time: 0.0117 (0.01037733723969972)  --> TIME: 2025-05-10 07:34:40 -- STEP: 487/725 -- GLOBAL_STEP: 218900 | > loss_disc: 2.2215020656585693 (2.214467741135941) | > loss_disc_real_0: 0.13344617187976837 (0.14128273356805346) | > loss_disc_real_1: 0.21702788770198822 (0.19259686333565257) | > loss_disc_real_2: 0.20349480211734772 (0.19009213369852213) | > loss_disc_real_3: 0.17517273128032684 (0.204454931818729) | > loss_disc_real_4: 0.19883711636066437 (0.19664042897415354) | > loss_disc_real_5: 0.18609026074409485 (0.20537406267326713) | > loss_0: 2.2215020656585693 (2.214467741135941) | > grad_norm_0: tensor(18.8650, device='cuda:0') (tensor(24.8387, device='cuda:0')) | > loss_gen: 2.7138216495513916 (2.7588012247849303) | > loss_kl: 1.7404041290283203 (1.7407482943250903) | > loss_feat: 7.667178153991699 (8.217863598888174) | > loss_mel: 13.03725528717041 (13.23574177195649) | > loss_duration: 1.6545063257217407 (1.6844510427490642) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.81316566467285 (27.637605847274497) | > grad_norm_1: tensor(365.2797, device='cuda:0') (tensor(494.0020, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8154 (0.8508944579952794) | > loader_time: 0.0092 (0.010385158859973567)  --> TIME: 2025-05-10 07:35:23 -- STEP: 537/725 -- GLOBAL_STEP: 218950 | > loss_disc: 2.353973627090454 (2.2144343115985925) | > loss_disc_real_0: 0.20468920469284058 (0.1410638728288299) | > loss_disc_real_1: 0.22378529608249664 (0.19256558645259964) | > loss_disc_real_2: 0.2170376479625702 (0.1901369872650398) | > loss_disc_real_3: 0.1936817318201065 (0.20442917665511756) | > loss_disc_real_4: 0.2317887544631958 (0.19683235983608813) | > loss_disc_real_5: 0.1970623880624771 (0.20531047131429167) | > loss_0: 2.353973627090454 (2.2144343115985925) | > grad_norm_0: tensor(22.7878, device='cuda:0') (tensor(24.9685, device='cuda:0')) | > loss_gen: 2.5975940227508545 (2.7591920356288755) | > loss_kl: 1.6977192163467407 (1.7390963653834395) | > loss_feat: 6.611398696899414 (8.216086534148491) | > loss_mel: 10.929974555969238 (13.244860810718501) | > loss_duration: 1.7020273208618164 (1.6847901160046597) | > amp_scaler: 64.0 (64.0) | > loss_1: 23.538715362548828 (27.64402576354185) | > grad_norm_1: tensor(473.8510, device='cuda:0') (tensor(498.0883, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8494 (0.8508801464705936) | > loader_time: 0.0107 (0.010410976587505089)  --> TIME: 2025-05-10 07:36:07 -- STEP: 587/725 -- GLOBAL_STEP: 219000 | > loss_disc: 2.162675142288208 (2.213056826307174) | > loss_disc_real_0: 0.12185432761907578 (0.14049409904867863) | > loss_disc_real_1: 0.1982640027999878 (0.1924668373809763) | > loss_disc_real_2: 0.16664567589759827 (0.18995295510686025) | > loss_disc_real_3: 0.20643779635429382 (0.20438032745807294) | > loss_disc_real_4: 0.19557921588420868 (0.19668162963154762) | > loss_disc_real_5: 0.21505065262317657 (0.20545408436853996) | > loss_0: 2.162675142288208 (2.213056826307174) | > grad_norm_0: tensor(19.3157, device='cuda:0') (tensor(24.7977, device='cuda:0')) | > loss_gen: 2.7928965091705322 (2.7605242591091086) | > loss_kl: 1.6326528787612915 (1.7419333504655696) | > loss_feat: 8.696364402770996 (8.229174871460948) | > loss_mel: 13.375686645507812 (13.25100993947642) | > loss_duration: 1.6464098691940308 (1.6843788741597523) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.144010543823242 (27.66702118764745) | > grad_norm_1: tensor(496.3175, device='cuda:0') (tensor(501.5549, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8597 (0.8508147811564714) | > loader_time: 0.0137 (0.010452024778271856) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_219000.pth  --> TIME: 2025-05-10 07:36:52 -- STEP: 637/725 -- GLOBAL_STEP: 219050 | > loss_disc: 2.129101514816284 (2.2138954477744326) | > loss_disc_real_0: 0.13391470909118652 (0.1408363292622416) | > loss_disc_real_1: 0.19059601426124573 (0.19252628490352192) | > loss_disc_real_2: 0.15838496387004852 (0.18990377670086722) | > loss_disc_real_3: 0.2065669298171997 (0.20421384635207418) | > loss_disc_real_4: 0.1978660523891449 (0.19668592484536307) | > loss_disc_real_5: 0.18687529861927032 (0.20553805493110755) | > loss_0: 2.129101514816284 (2.2138954477744326) | > grad_norm_0: tensor(8.8659, device='cuda:0') (tensor(24.7899, device='cuda:0')) | > loss_gen: 2.954508066177368 (2.7590130618078934) | > loss_kl: 1.8438520431518555 (1.7405805391269726) | > loss_feat: 9.292327880859375 (8.219920912193158) | > loss_mel: 13.30036735534668 (13.241969026239182) | > loss_duration: 1.668580174446106 (1.6839915626277349) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.059635162353516 (27.645475010295502) | > grad_norm_1: tensor(361.6948, device='cuda:0') (tensor(498.5996, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8455 (0.8505957676814149) | > loader_time: 0.0098 (0.01042641425619319)  --> TIME: 2025-05-10 07:37:34 -- STEP: 687/725 -- GLOBAL_STEP: 219100 | > loss_disc: 2.2309772968292236 (2.2133321706558036) | > loss_disc_real_0: 0.1336633861064911 (0.14045687194431006) | > loss_disc_real_1: 0.21614785492420197 (0.1925980781884173) | > loss_disc_real_2: 0.19892001152038574 (0.1898787451753449) | > loss_disc_real_3: 0.21879106760025024 (0.20416574039139948) | > loss_disc_real_4: 0.20355893671512604 (0.19685934904794675) | > loss_disc_real_5: 0.20353585481643677 (0.2054632534496648) | > loss_0: 2.2309772968292236 (2.2133321706558036) | > grad_norm_0: tensor(13.9364, device='cuda:0') (tensor(24.5037, device='cuda:0')) | > loss_gen: 2.809823751449585 (2.7578842296350485) | > loss_kl: 1.6332882642745972 (1.7413135579579782) | > loss_feat: 7.744467258453369 (8.209998787403796) | > loss_mel: 13.109426498413086 (13.233311111750046) | > loss_duration: 1.6848628520965576 (1.6839334196051823) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.981868743896484 (27.62644101438565) | > grad_norm_1: tensor(101.3984, device='cuda:0') (tensor(498.1003, device='cuda:0')) | > current_lr_0: 0.0001941372740477537 | > current_lr_1: 0.0001941372740477537 | > step_time: 0.8563 (0.8493551052293399) | > loader_time: 0.0128 (0.010379584769147621)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.295459508895874 (2.295459508895874) | > loss_disc_real_0: 0.1814022958278656 (0.1814022958278656) | > loss_disc_real_1: 0.20168951153755188 (0.20168951153755188) | > loss_disc_real_2: 0.16117703914642334 (0.16117703914642334) | > loss_disc_real_3: 0.26155078411102295 (0.26155078411102295) | > loss_disc_real_4: 0.30029386281967163 (0.30029386281967163) | > loss_disc_real_5: 0.23323115706443787 (0.23323115706443787) | > loss_0: 2.295459508895874 (2.295459508895874) | > loss_gen: 2.9086618423461914 (2.9086618423461914) | > loss_kl: 2.108445167541504 (2.108445167541504) | > loss_feat: 8.008618354797363 (8.008618354797363) | > loss_mel: 13.63341236114502 (13.63341236114502) | > loss_duration: 1.705054521560669 (1.705054521560669) | > loss_1: 28.364192962646484 (28.364192962646484)  --> STEP: 1 | > loss_disc: 2.204547882080078 (2.204547882080078) | > loss_disc_real_0: 0.16137480735778809 (0.16137480735778809) | > loss_disc_real_1: 0.18369954824447632 (0.18369954824447632) | > loss_disc_real_2: 0.1528133600950241 (0.1528133600950241) | > loss_disc_real_3: 0.2585590183734894 (0.2585590183734894) | > loss_disc_real_4: 0.3297848701477051 (0.3297848701477051) | > loss_disc_real_5: 0.20459625124931335 (0.20459625124931335) | > loss_0: 2.204547882080078 (2.204547882080078) | > loss_gen: 3.1096229553222656 (3.1096229553222656) | > loss_kl: 2.0784199237823486 (2.0784199237823486) | > loss_feat: 9.012150764465332 (9.012150764465332) | > loss_mel: 14.483139038085938 (14.483139038085938) | > loss_duration: 1.78537118434906 (1.78537118434906) | > loss_1: 30.468704223632812 (30.468704223632812)  --> STEP: 2 | > loss_disc: 2.2637901306152344 (2.2341690063476562) | > loss_disc_real_0: 0.19168518483638763 (0.17652999609708786) | > loss_disc_real_1: 0.18354304134845734 (0.18362129479646683) | > loss_disc_real_2: 0.14369814097881317 (0.14825575053691864) | > loss_disc_real_3: 0.28483322262763977 (0.2716961205005646) | > loss_disc_real_4: 0.3194393217563629 (0.324612095952034) | > loss_disc_real_5: 0.20464637875556946 (0.2046213150024414) | > loss_0: 2.2637901306152344 (2.2341690063476562) | > loss_gen: 3.0434727668762207 (3.076547861099243) | > loss_kl: 1.968380331993103 (2.023400127887726) | > loss_feat: 8.712671279907227 (8.86241102218628) | > loss_mel: 15.074041366577148 (14.778590202331543) | > loss_duration: 1.8298981189727783 (1.8076346516609192) | > loss_1: 30.628463745117188 (30.548583984375)  --> STEP: 3 | > loss_disc: 2.318962812423706 (2.2624336083730063) | > loss_disc_real_0: 0.18480393290519714 (0.1792879750331243) | > loss_disc_real_1: 0.18878968060016632 (0.18534409006436667) | > loss_disc_real_2: 0.1638595461845398 (0.15345701575279236) | > loss_disc_real_3: 0.2447647899389267 (0.26271901031335193) | > loss_disc_real_4: 0.2965087294578552 (0.31524430712064105) | > loss_disc_real_5: 0.18171846866607666 (0.19698703289031982) | > loss_0: 2.318962812423706 (2.2624336083730063) | > loss_gen: 2.737849473953247 (2.9636483987172446) | > loss_kl: 2.0694563388824463 (2.0387521982192993) | > loss_feat: 7.809377670288086 (8.511399904886881) | > loss_mel: 13.302416801452637 (14.286532402038574) | > loss_duration: 1.7966395616531372 (1.8039696216583252) | > loss_1: 27.715742111206055 (29.60430335998535)  --> STEP: 4 | > loss_disc: 2.2481539249420166 (2.258863687515259) | > loss_disc_real_0: 0.15152527391910553 (0.1723472997546196) | > loss_disc_real_1: 0.18666371703147888 (0.18567399680614471) | > loss_disc_real_2: 0.13472144305706024 (0.14877312257885933) | > loss_disc_real_3: 0.2689923346042633 (0.2642873413860798) | > loss_disc_real_4: 0.3127049505710602 (0.31460946798324585) | > loss_disc_real_5: 0.19041337072849274 (0.19534361734986305) | > loss_0: 2.2481539249420166 (2.258863687515259) | > loss_gen: 2.8976047039031982 (2.947137475013733) | > loss_kl: 2.0217373371124268 (2.034498482942581) | > loss_feat: 9.091012001037598 (8.65630292892456) | > loss_mel: 14.975128173828125 (14.458681344985962) | > loss_duration: 1.7568044662475586 (1.7921783328056335) | > loss_1: 30.742286682128906 (29.88879919052124) --> EVAL PERFORMANCE | > avg_loader_time: 0.2748016119003296 (-0.0030617713928222656) | > avg_loss_disc: 2.258863687515259 (-0.0309065580368042) | > avg_loss_disc_real_0: 0.1723472997546196 (+0.044625408947467804) | > avg_loss_disc_real_1: 0.18567399680614471 (-0.025115061551332474) | > avg_loss_disc_real_2: 0.14877312257885933 (-0.01940722018480301) | > avg_loss_disc_real_3: 0.2642873413860798 (+0.040388863533735275) | > avg_loss_disc_real_4: 0.31460946798324585 (+0.062152694910764694) | > avg_loss_disc_real_5: 0.19534361734986305 (-0.0948784314095974) | > avg_loss_0: 2.258863687515259 (-0.0309065580368042) | > avg_loss_gen: 2.947137475013733 (+0.24966561794281006) | > avg_loss_kl: 2.034498482942581 (+0.005974501371383667) | > avg_loss_feat: 8.65630292892456 (+0.35014867782592773) | > avg_loss_mel: 14.458681344985962 (+0.7494585514068604) | > avg_loss_duration: 1.7921783328056335 (-0.0028966665267944336) | > avg_loss_1: 29.88879919052124 (+1.352351188659668)  > EPOCH: 239/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 07:38:13)   --> TIME: 2025-05-10 07:38:25 -- STEP: 12/725 -- GLOBAL_STEP: 219150 | > loss_disc: 2.138805389404297 (2.234198570251465) | > loss_disc_real_0: 0.14944925904273987 (0.13844537983338037) | > loss_disc_real_1: 0.19546444714069366 (0.19946866606672606) | > loss_disc_real_2: 0.21349269151687622 (0.19354533279935518) | > loss_disc_real_3: 0.168368861079216 (0.20376992225646973) | > loss_disc_real_4: 0.18223616480827332 (0.20339137564102808) | > loss_disc_real_5: 0.17737933993339539 (0.20233377814292908) | > loss_0: 2.138805389404297 (2.234198570251465) | > grad_norm_0: tensor(26.4766, device='cuda:0') (tensor(24.3606, device='cuda:0')) | > loss_gen: 2.8310489654541016 (2.7473762234052024) | > loss_kl: 1.533952236175537 (1.7142996788024902) | > loss_feat: 8.87756061553955 (8.213470141092936) | > loss_mel: 14.5010347366333 (13.315982977549234) | > loss_duration: 1.7164645195007324 (1.6905881961186726) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.46006202697754 (27.68171739578247) | > grad_norm_1: tensor(732.0173, device='cuda:0') (tensor(533.4079, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8518 (0.8395717541376749) | > loader_time: 0.0109 (0.009545862674713135)  --> TIME: 2025-05-10 07:39:09 -- STEP: 62/725 -- GLOBAL_STEP: 219200 | > loss_disc: 2.3180274963378906 (2.213435165343746) | > loss_disc_real_0: 0.13460883498191833 (0.14121063077642074) | > loss_disc_real_1: 0.18439190089702606 (0.19371714322797715) | > loss_disc_real_2: 0.1798795759677887 (0.1872700995975925) | > loss_disc_real_3: 0.21296724677085876 (0.20543737853727034) | > loss_disc_real_4: 0.18237988650798798 (0.19829855955416156) | > loss_disc_real_5: 0.21807846426963806 (0.20391328440558526) | > loss_0: 2.3180274963378906 (2.213435165343746) | > grad_norm_0: tensor(19.3628, device='cuda:0') (tensor(25.0069, device='cuda:0')) | > loss_gen: 2.553344488143921 (2.762162712312514) | > loss_kl: 1.5755609273910522 (1.7198998255114402) | > loss_feat: 7.148778438568115 (8.29436039924622) | > loss_mel: 12.275129318237305 (13.390375891039449) | > loss_duration: 1.722381591796875 (1.681054528682463) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.275196075439453 (27.84785338371031) | > grad_norm_1: tensor(482.5819, device='cuda:0') (tensor(513.7957, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8349 (0.8601667842557353) | > loader_time: 0.0095 (0.009635240800919069)  --> TIME: 2025-05-10 07:39:52 -- STEP: 112/725 -- GLOBAL_STEP: 219250 | > loss_disc: 2.2074761390686035 (2.220205279333251) | > loss_disc_real_0: 0.1409379243850708 (0.14149360904203995) | > loss_disc_real_1: 0.2040901482105255 (0.19366547731416567) | > loss_disc_real_2: 0.21291089057922363 (0.18849632489894122) | > loss_disc_real_3: 0.18926064670085907 (0.20562350058129855) | > loss_disc_real_4: 0.21504542231559753 (0.19872338138520718) | > loss_disc_real_5: 0.21887849271297455 (0.20517844041543348) | > loss_0: 2.2074761390686035 (2.220205279333251) | > grad_norm_0: tensor(13.7851, device='cuda:0') (tensor(25.5495, device='cuda:0')) | > loss_gen: 2.8174028396606445 (2.761540666222573) | > loss_kl: 1.7533499002456665 (1.7078361415437289) | > loss_feat: 9.483953475952148 (8.261361415897095) | > loss_mel: 14.913213729858398 (13.379437216690608) | > loss_duration: 1.698363184928894 (1.6848446045603074) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.66628074645996 (27.795020171574183) | > grad_norm_1: tensor(374.1408, device='cuda:0') (tensor(506.6968, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8259 (0.853965550661087) | > loader_time: 0.0104 (0.009682617017201014)  --> TIME: 2025-05-10 07:40:35 -- STEP: 162/725 -- GLOBAL_STEP: 219300 | > loss_disc: 2.2239885330200195 (2.216487345872102) | > loss_disc_real_0: 0.17097415030002594 (0.14054883000107452) | > loss_disc_real_1: 0.19179020822048187 (0.19299572430275108) | > loss_disc_real_2: 0.1812804490327835 (0.18818126223337509) | > loss_disc_real_3: 0.20843744277954102 (0.20601842193691827) | > loss_disc_real_4: 0.21826303005218506 (0.1984512892402249) | > loss_disc_real_5: 0.2696085274219513 (0.20517227053642273) | > loss_0: 2.2239885330200195 (2.216487345872102) | > grad_norm_0: tensor(42.0186, device='cuda:0') (tensor(25.0470, device='cuda:0')) | > loss_gen: 2.755890130996704 (2.761802398128274) | > loss_kl: 1.7444154024124146 (1.7012100138781983) | > loss_feat: 8.213399887084961 (8.253189163443487) | > loss_mel: 13.483007431030273 (13.357559480784852) | > loss_duration: 1.633552074432373 (1.6846114706110076) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.830265045166016 (27.75837264826267) | > grad_norm_1: tensor(649.9316, device='cuda:0') (tensor(516.3958, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8379 (0.852092934243473) | > loader_time: 0.0095 (0.009631181940620329)  --> TIME: 2025-05-10 07:41:18 -- STEP: 212/725 -- GLOBAL_STEP: 219350 | > loss_disc: 2.309542179107666 (2.210065196145254) | > loss_disc_real_0: 0.12713521718978882 (0.13989629090394606) | > loss_disc_real_1: 0.17229974269866943 (0.19282340244302212) | > loss_disc_real_2: 0.22491419315338135 (0.1875870203915632) | > loss_disc_real_3: 0.22864487767219543 (0.20514393281543036) | > loss_disc_real_4: 0.21939441561698914 (0.19796061712615898) | > loss_disc_real_5: 0.22698260843753815 (0.20471798101404928) | > loss_0: 2.309542179107666 (2.210065196145254) | > grad_norm_0: tensor(26.9694, device='cuda:0') (tensor(25.3623, device='cuda:0')) | > loss_gen: 2.5435216426849365 (2.7657497952569208) | > loss_kl: 1.548219919204712 (1.7078299764192328) | > loss_feat: 7.0355119705200195 (8.280971747524344) | > loss_mel: 12.165067672729492 (13.343689500160938) | > loss_duration: 1.6928718090057373 (1.6843344636683197) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.985191345214844 (27.78257559830287) | > grad_norm_1: tensor(580.7551, device='cuda:0') (tensor(531.6327, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8341 (0.8513765818667862) | > loader_time: 0.0104 (0.009708234724008813)  --> TIME: 2025-05-10 07:42:01 -- STEP: 262/725 -- GLOBAL_STEP: 219400 | > loss_disc: 2.3307530879974365 (2.2127005835525844) | > loss_disc_real_0: 0.12424640357494354 (0.14011736555408882) | > loss_disc_real_1: 0.22543074190616608 (0.19281878293925572) | > loss_disc_real_2: 0.22139160335063934 (0.187899932208407) | > loss_disc_real_3: 0.24564702808856964 (0.20503001318860606) | > loss_disc_real_4: 0.22670339047908783 (0.1978933911287148) | > loss_disc_real_5: 0.19971373677253723 (0.20439935105902549) | > loss_0: 2.3307530879974365 (2.2127005835525844) | > grad_norm_0: tensor(14.5382, device='cuda:0') (tensor(24.9302, device='cuda:0')) | > loss_gen: 2.6933109760284424 (2.7559267082287153) | > loss_kl: 1.6996209621429443 (1.711720947090906) | > loss_feat: 7.106785297393799 (8.248788567899757) | > loss_mel: 12.196953773498535 (13.27579477907137) | > loss_duration: 1.678046464920044 (1.6846074111589038) | > amp_scaler: 128.0 (68.15267175572521) | > loss_1: 25.374719619750977 (27.676838518099014) | > grad_norm_1: tensor(150.0787, device='cuda:0') (tensor(524.0118, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.871 (0.8490764357661473) | > loader_time: 0.0101 (0.009721201794748087)  --> TIME: 2025-05-10 07:42:44 -- STEP: 312/725 -- GLOBAL_STEP: 219450 | > loss_disc: 2.2594830989837646 (2.2117932736873605) | > loss_disc_real_0: 0.1665642261505127 (0.14062918698749477) | > loss_disc_real_1: 0.18744024634361267 (0.19231045308212444) | > loss_disc_real_2: 0.1858714073896408 (0.18826328007838664) | > loss_disc_real_3: 0.17825059592723846 (0.2048582085527672) | > loss_disc_real_4: 0.200842022895813 (0.19805826757771852) | > loss_disc_real_5: 0.1729966700077057 (0.2040433393170437) | > loss_0: 2.2594830989837646 (2.2117932736873605) | > grad_norm_0: tensor(20.1412, device='cuda:0') (tensor(25.3160, device='cuda:0')) | > loss_gen: 2.5903308391571045 (2.7617962131133447) | > loss_kl: 1.6414504051208496 (1.7144862096279094) | > loss_feat: 7.272677898406982 (8.255661941491647) | > loss_mel: 12.489057540893555 (13.261893642254362) | > loss_duration: 1.6814281940460205 (1.6835762965373504) | > amp_scaler: 128.0 (77.74358974358981) | > loss_1: 25.674945831298828 (27.677414423380135) | > grad_norm_1: tensor(159.8572, device='cuda:0') (tensor(519.1824, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8445 (0.8482338449893854) | > loader_time: 0.0099 (0.009770302436290642)  --> TIME: 2025-05-10 07:43:27 -- STEP: 362/725 -- GLOBAL_STEP: 219500 | > loss_disc: 2.128214120864868 (2.2131144717253344) | > loss_disc_real_0: 0.1176210567355156 (0.14134302249600203) | > loss_disc_real_1: 0.19351722300052643 (0.19233680660553404) | > loss_disc_real_2: 0.2053530514240265 (0.18843143194584558) | > loss_disc_real_3: 0.23484840989112854 (0.20464086981274157) | > loss_disc_real_4: 0.2039705216884613 (0.19806307702433343) | > loss_disc_real_5: 0.2258579432964325 (0.20463113828423282) | > loss_0: 2.128214120864868 (2.2131144717253344) | > grad_norm_0: tensor(28.6179, device='cuda:0') (tensor(24.7066, device='cuda:0')) | > loss_gen: 3.027859687805176 (2.757643599536536) | > loss_kl: 1.7949410676956177 (1.7208542155297422) | > loss_feat: 9.187944412231445 (8.240779880660675) | > loss_mel: 13.7525053024292 (13.23311447175168) | > loss_duration: 1.6327780485153198 (1.682608844825576) | > amp_scaler: 128.0 (84.6850828729282) | > loss_1: 29.396026611328125 (27.635001103522363) | > grad_norm_1: tensor(757.8278, device='cuda:0') (tensor(508.9005, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8209 (0.8479659919580702) | > loader_time: 0.0095 (0.00977001203357844)  --> TIME: 2025-05-10 07:44:10 -- STEP: 412/725 -- GLOBAL_STEP: 219550 | > loss_disc: 2.2523751258850098 (2.214378237724302) | > loss_disc_real_0: 0.19805938005447388 (0.14202689392112408) | > loss_disc_real_1: 0.19859321415424347 (0.19257510836841993) | > loss_disc_real_2: 0.22134892642498016 (0.18859251335407923) | > loss_disc_real_3: 0.2503691017627716 (0.20460394321425457) | > loss_disc_real_4: 0.19354578852653503 (0.198109044539697) | > loss_disc_real_5: 0.2277643084526062 (0.20459546434503165) | > loss_0: 2.2523751258850098 (2.214378237724302) | > grad_norm_0: tensor(40.3599, device='cuda:0') (tensor(25.1175, device='cuda:0')) | > loss_gen: 2.7080118656158447 (2.758602964646607) | > loss_kl: 1.6401965618133545 (1.7249748429048408) | > loss_feat: 8.50887680053711 (8.238405352657278) | > loss_mel: 13.749082565307617 (13.263953637150882) | > loss_duration: 1.6850205659866333 (1.6830501703961382) | > amp_scaler: 128.0 (89.94174757281557) | > loss_1: 28.291187286376953 (27.668987061213517) | > grad_norm_1: tensor(664.7954, device='cuda:0') (tensor(507.8812, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8743 (0.8476411353037195) | > loader_time: 0.0095 (0.009743003590593064)  --> TIME: 2025-05-10 07:44:53 -- STEP: 462/725 -- GLOBAL_STEP: 219600 | > loss_disc: 2.113725185394287 (2.215602847920866) | > loss_disc_real_0: 0.13417699933052063 (0.14155270007652626) | > loss_disc_real_1: 0.18421441316604614 (0.1925010325395184) | > loss_disc_real_2: 0.17895081639289856 (0.18878707599330258) | > loss_disc_real_3: 0.19951561093330383 (0.20468441074415727) | > loss_disc_real_4: 0.17958161234855652 (0.1980107907544483) | > loss_disc_real_5: 0.18058212101459503 (0.20466262144056754) | > loss_0: 2.113725185394287 (2.215602847920866) | > grad_norm_0: tensor(31.5093, device='cuda:0') (tensor(24.8034, device='cuda:0')) | > loss_gen: 2.95432448387146 (2.7552330555853897) | > loss_kl: 1.7128275632858276 (1.7232686887571822) | > loss_feat: 8.859474182128906 (8.21927975266526) | > loss_mel: 13.869027137756348 (13.22897991576752) | > loss_duration: 1.7049577236175537 (1.6827873938527458) | > amp_scaler: 128.0 (94.06060606060609) | > loss_1: 29.10061264038086 (27.60954890313086) | > grad_norm_1: tensor(684.3583, device='cuda:0') (tensor(506.9776, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.7886 (0.8469065474225329) | > loader_time: 0.0093 (0.00972852149567047)  --> TIME: 2025-05-10 07:45:36 -- STEP: 512/725 -- GLOBAL_STEP: 219650 | > loss_disc: 2.194345235824585 (2.2147953701205534) | > loss_disc_real_0: 0.151769757270813 (0.1413569588185054) | > loss_disc_real_1: 0.18029853701591492 (0.19246125631616454) | > loss_disc_real_2: 0.17285242676734924 (0.1887622371141333) | > loss_disc_real_3: 0.23042775690555573 (0.2047089259722271) | > loss_disc_real_4: 0.19242975115776062 (0.1979349518369418) | > loss_disc_real_5: 0.24555322527885437 (0.20498076517833402) | > loss_0: 2.194345235824585 (2.2147953701205534) | > grad_norm_0: tensor(28.9520, device='cuda:0') (tensor(24.4783, device='cuda:0')) | > loss_gen: 2.83415150642395 (2.7537297364324322) | > loss_kl: 1.6668956279754639 (1.7243482880294323) | > loss_feat: 8.297527313232422 (8.21161344833671) | > loss_mel: 13.121438980102539 (13.229387715458868) | > loss_duration: 1.6271923780441284 (1.6831490965560079) | > amp_scaler: 128.0 (97.37500000000003) | > loss_1: 27.547204971313477 (27.602228377014395) | > grad_norm_1: tensor(710.5023, device='cuda:0') (tensor(502.4978, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8525 (0.8467541416175663) | > loader_time: 0.0093 (0.009708981029689315)  --> TIME: 2025-05-10 07:46:18 -- STEP: 562/725 -- GLOBAL_STEP: 219700 | > loss_disc: 2.0745351314544678 (2.2134162921498253) | > loss_disc_real_0: 0.12271525710821152 (0.14124958694405387) | > loss_disc_real_1: 0.16508692502975464 (0.1924117085030071) | > loss_disc_real_2: 0.1693447083234787 (0.18871255643215057) | > loss_disc_real_3: 0.1755925416946411 (0.20444406911041393) | > loss_disc_real_4: 0.16644646227359772 (0.19765473873059528) | > loss_disc_real_5: 0.18404896557331085 (0.20473095493596652) | > loss_0: 2.0745351314544678 (2.2134162921498253) | > grad_norm_0: tensor(27.6676, device='cuda:0') (tensor(24.5808, device='cuda:0')) | > loss_gen: 2.9318723678588867 (2.75670118645841) | > loss_kl: 1.7799423933029175 (1.725715705296323) | > loss_feat: 9.33522891998291 (8.220760560120546) | > loss_mel: 14.306113243103027 (13.237717060007657) | > loss_duration: 1.6528875827789307 (1.6832600274119935) | > amp_scaler: 128.0 (100.0996441281139) | > loss_1: 30.006044387817383 (27.624154630504886) | > grad_norm_1: tensor(425.1764, device='cuda:0') (tensor(504.7732, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8892 (0.8461621197941465) | > loader_time: 0.0098 (0.009688495741195957)  --> TIME: 2025-05-10 07:47:02 -- STEP: 612/725 -- GLOBAL_STEP: 219750 | > loss_disc: 2.1441240310668945 (2.2134923175269474) | > loss_disc_real_0: 0.08389812707901001 (0.14137282004592064) | > loss_disc_real_1: 0.2190132588148117 (0.1925618498786993) | > loss_disc_real_2: 0.2528935968875885 (0.18915732453266793) | > loss_disc_real_3: 0.2254922091960907 (0.20433863033266636) | > loss_disc_real_4: 0.2515202760696411 (0.19767853639581637) | > loss_disc_real_5: 0.21183323860168457 (0.20443185151012905) | > loss_0: 2.1441240310668945 (2.2134923175269474) | > grad_norm_0: tensor(14.4408, device='cuda:0') (tensor(24.6174, device='cuda:0')) | > loss_gen: 3.035768747329712 (2.7583935782800295) | > loss_kl: 1.6745028495788574 (1.7222464707941791) | > loss_feat: 8.650790214538574 (8.217429535840848) | > loss_mel: 13.943153381347656 (13.240256139655516) | > loss_duration: 1.6045199632644653 (1.6824740601910482) | > amp_scaler: 128.0 (102.37908496732024) | > loss_1: 28.908735275268555 (27.620799862481398) | > grad_norm_1: tensor(585.8215, device='cuda:0') (tensor(503.9722, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8161 (0.8463534482943464) | > loader_time: 0.0094 (0.009718979885375583)  --> TIME: 2025-05-10 07:47:44 -- STEP: 662/725 -- GLOBAL_STEP: 219800 | > loss_disc: 2.2845003604888916 (2.2139604016013017) | > loss_disc_real_0: 0.13159902393817902 (0.14135785752012647) | > loss_disc_real_1: 0.18729080259799957 (0.19255835430139515) | > loss_disc_real_2: 0.17498257756233215 (0.18919366638646035) | > loss_disc_real_3: 0.231269970536232 (0.20451270890199894) | > loss_disc_real_4: 0.1986926794052124 (0.1975677775337257) | > loss_disc_real_5: 0.24073997139930725 (0.2042983237575189) | > loss_0: 2.2845003604888916 (2.2139604016013017) | > grad_norm_0: tensor(15.2267, device='cuda:0') (tensor(24.7079, device='cuda:0')) | > loss_gen: 2.675687074661255 (2.759577634111271) | > loss_kl: 1.8301000595092773 (1.7257724116215893) | > loss_feat: 7.626040458679199 (8.22202663983463) | > loss_mel: 12.57014274597168 (13.240619513923665) | > loss_duration: 1.6954078674316406 (1.6827747405835867) | > amp_scaler: 128.0 (104.31419939577039) | > loss_1: 26.39737892150879 (27.630771023269133) | > grad_norm_1: tensor(356.8006, device='cuda:0') (tensor(502.7276, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8603 (0.8458683710444008) | > loader_time: 0.0101 (0.00972648149530694)  --> TIME: 2025-05-10 07:48:27 -- STEP: 712/725 -- GLOBAL_STEP: 219850 | > loss_disc: 2.1965725421905518 (2.2145867578769005) | > loss_disc_real_0: 0.16904938220977783 (0.14123629946052343) | > loss_disc_real_1: 0.1843850463628769 (0.19267222168070558) | > loss_disc_real_2: 0.18968313932418823 (0.18944273378407034) | > loss_disc_real_3: 0.17147895693778992 (0.20451044238936372) | > loss_disc_real_4: 0.2201576828956604 (0.19759423019929553) | > loss_disc_real_5: 0.21628506481647491 (0.2043896625550946) | > loss_0: 2.1965725421905518 (2.2145867578769005) | > grad_norm_0: tensor(35.4568, device='cuda:0') (tensor(24.5140, device='cuda:0')) | > loss_gen: 2.9101202487945557 (2.7582909498321877) | > loss_kl: 1.8151322603225708 (1.7277171027459455) | > loss_feat: 8.018524169921875 (8.219064109111097) | > loss_mel: 12.999311447143555 (13.236118727855466) | > loss_duration: 1.6715166568756104 (1.6824647998541926) | > amp_scaler: 128.0 (105.97752808988764) | > loss_1: 27.41460418701172 (27.623655755868107) | > grad_norm_1: tensor(698.9681, device='cuda:0') (tensor(504.9131, device='cuda:0')) | > current_lr_0: 0.0001941130068884977 | > current_lr_1: 0.0001941130068884977 | > step_time: 0.8133 (0.8458170264624476) | > loader_time: 0.0093 (0.009732639521695263)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.149144172668457 (2.149144172668457) | > loss_disc_real_0: 0.173933744430542 (0.173933744430542) | > loss_disc_real_1: 0.16861233115196228 (0.16861233115196228) | > loss_disc_real_2: 0.15946243703365326 (0.15946243703365326) | > loss_disc_real_3: 0.2493421882390976 (0.2493421882390976) | > loss_disc_real_4: 0.23775435984134674 (0.23775435984134674) | > loss_disc_real_5: 0.24112899601459503 (0.24112899601459503) | > loss_0: 2.149144172668457 (2.149144172668457) | > loss_gen: 2.9328179359436035 (2.9328179359436035) | > loss_kl: 2.1380093097686768 (2.1380093097686768) | > loss_feat: 9.603585243225098 (9.603585243225098) | > loss_mel: 15.622810363769531 (15.622810363769531) | > loss_duration: 1.6970971822738647 (1.6970971822738647) | > loss_1: 31.994319915771484 (31.994319915771484)  --> STEP: 1 | > loss_disc: 2.1763076782226562 (2.1763076782226562) | > loss_disc_real_0: 0.17940887808799744 (0.17940887808799744) | > loss_disc_real_1: 0.18766683340072632 (0.18766683340072632) | > loss_disc_real_2: 0.16290175914764404 (0.16290175914764404) | > loss_disc_real_3: 0.23747384548187256 (0.23747384548187256) | > loss_disc_real_4: 0.23045897483825684 (0.23045897483825684) | > loss_disc_real_5: 0.21387551724910736 (0.21387551724910736) | > loss_0: 2.1763076782226562 (2.1763076782226562) | > loss_gen: 2.9300520420074463 (2.9300520420074463) | > loss_kl: 2.2030909061431885 (2.2030909061431885) | > loss_feat: 9.352352142333984 (9.352352142333984) | > loss_mel: 15.092670440673828 (15.092670440673828) | > loss_duration: 1.7684990167617798 (1.7684990167617798) | > loss_1: 31.346664428710938 (31.346664428710938)  --> STEP: 2 | > loss_disc: 2.303590774536133 (2.2399492263793945) | > loss_disc_real_0: 0.18974077701568604 (0.18457482755184174) | > loss_disc_real_1: 0.19878298044204712 (0.19322490692138672) | > loss_disc_real_2: 0.16979655623435974 (0.1663491576910019) | > loss_disc_real_3: 0.25285911560058594 (0.24516648054122925) | > loss_disc_real_4: 0.22094687819480896 (0.2257029265165329) | > loss_disc_real_5: 0.24763216078281403 (0.2307538390159607) | > loss_0: 2.303590774536133 (2.2399492263793945) | > loss_gen: 2.696859836578369 (2.8134559392929077) | > loss_kl: 1.9845257997512817 (2.093808352947235) | > loss_feat: 8.180964469909668 (8.766658306121826) | > loss_mel: 13.79371166229248 (14.443191051483154) | > loss_duration: 1.8448634147644043 (1.806681215763092) | > loss_1: 28.500925064086914 (29.923794746398926)  --> STEP: 3 | > loss_disc: 2.4220614433288574 (2.3006532986958823) | > loss_disc_real_0: 0.19274501502513885 (0.1872982233762741) | > loss_disc_real_1: 0.22085559368133545 (0.20243513584136963) | > loss_disc_real_2: 0.20121146738529205 (0.1779699275890986) | > loss_disc_real_3: 0.24074912071228027 (0.24369402726491293) | > loss_disc_real_4: 0.24622346460819244 (0.2325431058804194) | > loss_disc_real_5: 0.22071410715579987 (0.22740726172924042) | > loss_0: 2.4220614433288574 (2.3006532986958823) | > loss_gen: 2.470616579055786 (2.6991761525472007) | > loss_kl: 1.9456284046173096 (2.04441503683726) | > loss_feat: 6.190305233001709 (7.90787394841512) | > loss_mel: 11.533958435058594 (13.4734468460083) | > loss_duration: 1.7892709970474243 (1.8008778095245361) | > loss_1: 23.929779052734375 (27.92578951517741)  --> STEP: 4 | > loss_disc: 2.5301461219787598 (2.3580265045166016) | > loss_disc_real_0: 0.20624861121177673 (0.19203582033514977) | > loss_disc_real_1: 0.2261536419391632 (0.20836476236581802) | > loss_disc_real_2: 0.19806671142578125 (0.18299412354826927) | > loss_disc_real_3: 0.26402705907821655 (0.24877728521823883) | > loss_disc_real_4: 0.2732161283493042 (0.2427113614976406) | > loss_disc_real_5: 0.23900100588798523 (0.23030569776892662) | > loss_0: 2.5301461219787598 (2.3580265045166016) | > loss_gen: 2.3967671394348145 (2.623573899269104) | > loss_kl: 1.868396282196045 (2.000410348176956) | > loss_feat: 6.367311954498291 (7.522733449935913) | > loss_mel: 10.620631217956543 (12.760242938995361) | > loss_duration: 1.760235071182251 (1.7907171249389648) | > loss_1: 23.01333999633789 (26.69767713546753) --> EVAL PERFORMANCE | > avg_loader_time: 0.2834048271179199 (+0.008603215217590332) | > avg_loss_disc: 2.3580265045166016 (+0.09916281700134277) | > avg_loss_disc_real_0: 0.19203582033514977 (+0.019688520580530167) | > avg_loss_disc_real_1: 0.20836476236581802 (+0.02269076555967331) | > avg_loss_disc_real_2: 0.18299412354826927 (+0.03422100096940994) | > avg_loss_disc_real_3: 0.24877728521823883 (-0.015510056167840958) | > avg_loss_disc_real_4: 0.2427113614976406 (-0.07189810648560524) | > avg_loss_disc_real_5: 0.23030569776892662 (+0.03496208041906357) | > avg_loss_0: 2.3580265045166016 (+0.09916281700134277) | > avg_loss_gen: 2.623573899269104 (-0.3235635757446289) | > avg_loss_kl: 2.000410348176956 (-0.034088134765625) | > avg_loss_feat: 7.522733449935913 (-1.1335694789886475) | > avg_loss_mel: 12.760242938995361 (-1.6984384059906006) | > avg_loss_duration: 1.7907171249389648 (-0.0014612078666687012) | > avg_loss_1: 26.69767713546753 (-3.191122055053711)  > EPOCH: 240/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 07:48:45)   --> TIME: 2025-05-10 07:49:19 -- STEP: 37/725 -- GLOBAL_STEP: 219900 | > loss_disc: 2.2662806510925293 (2.2124624767818957) | > loss_disc_real_0: 0.1354542076587677 (0.1339250492888528) | > loss_disc_real_1: 0.1879756599664688 (0.1916949805375692) | > loss_disc_real_2: 0.19273775815963745 (0.1886779090037217) | > loss_disc_real_3: 0.1957591325044632 (0.20583358729207837) | > loss_disc_real_4: 0.19731391966342926 (0.20080657786614187) | > loss_disc_real_5: 0.1843923181295395 (0.20685369944250262) | > loss_0: 2.2662806510925293 (2.2124624767818957) | > grad_norm_0: tensor(16.5158, device='cuda:0') (tensor(26.0815, device='cuda:0')) | > loss_gen: 2.62182354927063 (2.7549964737247774) | > loss_kl: 1.7254164218902588 (1.7550175608815373) | > loss_feat: 7.719654560089111 (8.064240906689621) | > loss_mel: 11.3512544631958 (12.914969676249736) | > loss_duration: 1.6663050651550293 (1.6768740705541663) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.084455490112305 (27.166098929740286) | > grad_norm_1: tensor(471.1458, device='cuda:0') (tensor(556.3004, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8553 (0.845460066924224) | > loader_time: 0.0118 (0.010028272061734586)  --> TIME: 2025-05-10 07:50:02 -- STEP: 87/725 -- GLOBAL_STEP: 219950 | > loss_disc: 2.256671190261841 (2.1943486613788825) | > loss_disc_real_0: 0.1669646054506302 (0.1372434937919693) | > loss_disc_real_1: 0.20219741761684418 (0.19076049516255827) | > loss_disc_real_2: 0.1810983419418335 (0.18606226077710078) | > loss_disc_real_3: 0.20901153981685638 (0.20405759979253527) | > loss_disc_real_4: 0.2048608660697937 (0.19700258302277532) | > loss_disc_real_5: 0.17102092504501343 (0.20418356975604757) | > loss_0: 2.256671190261841 (2.1943486613788825) | > grad_norm_0: tensor(23.5131, device='cuda:0') (tensor(25.1228, device='cuda:0')) | > loss_gen: 2.738187789916992 (2.7788796589292333) | > loss_kl: 1.6934263706207275 (1.7377716220658401) | > loss_feat: 7.727962970733643 (8.275689464876022) | > loss_mel: 13.124102592468262 (13.14965735906842) | > loss_duration: 1.6599280834197998 (1.6810392168746597) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.943607330322266 (27.623037535568763) | > grad_norm_1: tensor(125.4292, device='cuda:0') (tensor(530.8921, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8249 (0.8477774789963646) | > loader_time: 0.0095 (0.009918440347430349)  --> TIME: 2025-05-10 07:50:45 -- STEP: 137/725 -- GLOBAL_STEP: 220000 | > loss_disc: 2.152155876159668 (2.2051121544663927) | > loss_disc_real_0: 0.12359905242919922 (0.1406171300115376) | > loss_disc_real_1: 0.1803324818611145 (0.19147476804082408) | > loss_disc_real_2: 0.19354037940502167 (0.1868129306248505) | > loss_disc_real_3: 0.18932528793811798 (0.20481330395615013) | > loss_disc_real_4: 0.2077450454235077 (0.1972380230461594) | > loss_disc_real_5: 0.19734396040439606 (0.20352199075430855) | > loss_0: 2.152155876159668 (2.2051121544663927) | > grad_norm_0: tensor(8.7165, device='cuda:0') (tensor(24.0723, device='cuda:0')) | > loss_gen: 2.7432053089141846 (2.7639029252268092) | > loss_kl: 1.6311767101287842 (1.722495654203596) | > loss_feat: 8.271379470825195 (8.245754614363625) | > loss_mel: 12.921582221984863 (13.119478928781774) | > loss_duration: 1.6636853218078613 (1.6825912329402284) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.231029510498047 (27.534223361607015) | > grad_norm_1: tensor(169.3021, device='cuda:0') (tensor(494.9162, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8252 (0.8505226225748549) | > loader_time: 0.0091 (0.009866439513046376) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_220000.pth  --> TIME: 2025-05-10 07:51:31 -- STEP: 187/725 -- GLOBAL_STEP: 220050 | > loss_disc: 2.315858840942383 (2.208070500011752) | > loss_disc_real_0: 0.1890937089920044 (0.14024688992748924) | > loss_disc_real_1: 0.23995628952980042 (0.19187874709539868) | > loss_disc_real_2: 0.19464300572872162 (0.18775445645186983) | > loss_disc_real_3: 0.2357626110315323 (0.20462776298191457) | > loss_disc_real_4: 0.18977637588977814 (0.19775151329882001) | > loss_disc_real_5: 0.2180148810148239 (0.20444537946247163) | > loss_0: 2.315858840942383 (2.208070500011752) | > grad_norm_0: tensor(26.6854, device='cuda:0') (tensor(22.1388, device='cuda:0')) | > loss_gen: 2.640287399291992 (2.755647403033658) | > loss_kl: 1.7843643426895142 (1.7255923952010863) | > loss_feat: 7.628577709197998 (8.247738654600747) | > loss_mel: 13.022356986999512 (13.149560703950769) | > loss_duration: 1.695319414138794 (1.6843437638512269) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.770906448364258 (27.562882918087556) | > grad_norm_1: tensor(242.0099, device='cuda:0') (tensor(464.7343, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8394 (0.852708449338209) | > loader_time: 0.0096 (0.009863491364341366)  --> TIME: 2025-05-10 07:52:15 -- STEP: 237/725 -- GLOBAL_STEP: 220100 | > loss_disc: 2.1430559158325195 (2.212353814000319) | > loss_disc_real_0: 0.10803724825382233 (0.14142521980065328) | > loss_disc_real_1: 0.17781123518943787 (0.19209577885106643) | > loss_disc_real_2: 0.17427192628383636 (0.18821408860542596) | > loss_disc_real_3: 0.17785386741161346 (0.2045360155372177) | > loss_disc_real_4: 0.20382270216941833 (0.19731968339485456) | > loss_disc_real_5: 0.20715901255607605 (0.20506381259185855) | > loss_0: 2.1430559158325195 (2.212353814000319) | > grad_norm_0: tensor(26.2734, device='cuda:0') (tensor(21.5102, device='cuda:0')) | > loss_gen: 2.8579089641571045 (2.747701459796116) | > loss_kl: 1.9613524675369263 (1.723954228409232) | > loss_feat: 7.931639194488525 (8.217806363407576) | > loss_mel: 13.637359619140625 (13.137337954235479) | > loss_duration: 1.6570501327514648 (1.6844503894636902) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.045310974121094 (27.511250379216317) | > grad_norm_1: tensor(546.8672, device='cuda:0') (tensor(446.9908, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8314 (0.8535517268040008) | > loader_time: 0.009 (0.009917645514765872)  --> TIME: 2025-05-10 07:52:58 -- STEP: 287/725 -- GLOBAL_STEP: 220150 | > loss_disc: 2.428398370742798 (2.212473704009106) | > loss_disc_real_0: 0.16943670809268951 (0.14070865569006683) | > loss_disc_real_1: 0.1947164535522461 (0.19216620916896576) | > loss_disc_real_2: 0.20391248166561127 (0.1885642976295657) | > loss_disc_real_3: 0.23029184341430664 (0.20475797952259875) | > loss_disc_real_4: 0.19672095775604248 (0.19687869906010108) | > loss_disc_real_5: 0.23955892026424408 (0.20533625065034275) | > loss_0: 2.428398370742798 (2.212473704009106) | > grad_norm_0: tensor(28.0775, device='cuda:0') (tensor(21.8045, device='cuda:0')) | > loss_gen: 2.6599996089935303 (2.751074687113745) | > loss_kl: 1.6038916110992432 (1.7243585707003228) | > loss_feat: 7.696650505065918 (8.234427653123278) | > loss_mel: 13.352751731872559 (13.173321571084266) | > loss_duration: 1.6963856220245361 (1.6845469711549605) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.009679794311523 (27.567729431577668) | > grad_norm_1: tensor(523.0901, device='cuda:0') (tensor(453.1551, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8009 (0.8520276903690776) | > loader_time: 0.0094 (0.009949714879956393)  --> TIME: 2025-05-10 07:53:41 -- STEP: 337/725 -- GLOBAL_STEP: 220200 | > loss_disc: 2.1757242679595947 (2.2139251182624067) | > loss_disc_real_0: 0.10514563322067261 (0.14150312052105568) | > loss_disc_real_1: 0.17921724915504456 (0.1926771538989835) | > loss_disc_real_2: 0.1884436458349228 (0.18897897787723766) | > loss_disc_real_3: 0.2253119945526123 (0.20459206751616849) | > loss_disc_real_4: 0.21545355021953583 (0.19702751514465938) | > loss_disc_real_5: 0.2028583288192749 (0.20509234623491587) | > loss_0: 2.1757242679595947 (2.2139251182624067) | > grad_norm_0: tensor(29.6870, device='cuda:0') (tensor(22.3550, device='cuda:0')) | > loss_gen: 2.7449231147766113 (2.752119517821586) | > loss_kl: 1.759622573852539 (1.7229563305568978) | > loss_feat: 8.351318359375 (8.22774149473061) | > loss_mel: 13.019874572753906 (13.155969056602048) | > loss_duration: 1.6764287948608398 (1.6837788176465813) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.552165985107422 (27.542565207099337) | > grad_norm_1: tensor(608.7302, device='cuda:0') (tensor(458.1398, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8727 (0.8521339850892651) | > loader_time: 0.0099 (0.01005648434692745)  --> TIME: 2025-05-10 07:54:25 -- STEP: 387/725 -- GLOBAL_STEP: 220250 | > loss_disc: 2.134950637817383 (2.2111248661997402) | > loss_disc_real_0: 0.11773768812417984 (0.1408348092929644) | > loss_disc_real_1: 0.2119365781545639 (0.19278019389440854) | > loss_disc_real_2: 0.19585458934307098 (0.1889400998135254) | > loss_disc_real_3: 0.18101993203163147 (0.20446560194942073) | > loss_disc_real_4: 0.17127130925655365 (0.19665294978045675) | > loss_disc_real_5: 0.23587697744369507 (0.20497158042682234) | > loss_0: 2.134950637817383 (2.2111248661997402) | > grad_norm_0: tensor(41.6180, device='cuda:0') (tensor(22.4162, device='cuda:0')) | > loss_gen: 2.8063085079193115 (2.755126670965544) | > loss_kl: 1.7513102293014526 (1.7203183395918025) | > loss_feat: 8.42227554321289 (8.239150206247968) | > loss_mel: 13.248405456542969 (13.176231978167552) | > loss_duration: 1.7673113346099854 (1.683626357283087) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.9956111907959 (27.574453511595408) | > grad_norm_1: tensor(639.5877, device='cuda:0') (tensor(461.4074, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8685 (0.852196225824282) | > loader_time: 0.012 (0.010127882008712726)  --> TIME: 2025-05-10 07:55:08 -- STEP: 437/725 -- GLOBAL_STEP: 220300 | > loss_disc: 2.253553867340088 (2.2079610139881733) | > loss_disc_real_0: 0.1396743655204773 (0.14036995752179637) | > loss_disc_real_1: 0.20648427307605743 (0.1925459470028736) | > loss_disc_real_2: 0.19312138855457306 (0.18837643764248155) | > loss_disc_real_3: 0.2227279394865036 (0.20429717365746097) | > loss_disc_real_4: 0.19048021733760834 (0.19667019318252185) | > loss_disc_real_5: 0.19876311719417572 (0.20464565893059736) | > loss_0: 2.253553867340088 (2.2079610139881733) | > grad_norm_0: tensor(18.2094, device='cuda:0') (tensor(22.7602, device='cuda:0')) | > loss_gen: 2.8563027381896973 (2.7598656576885507) | > loss_kl: 1.5973540544509888 (1.7198348457262227) | > loss_feat: 7.6958112716674805 (8.263330735658348) | > loss_mel: 12.804393768310547 (13.182235156916917) | > loss_duration: 1.6481142044067383 (1.6836219993281418) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.601974487304688 (27.608888342396884) | > grad_norm_1: tensor(112.8782, device='cuda:0') (tensor(465.8524, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8926 (0.8518801608402068) | > loader_time: 0.0101 (0.010134217395389649)  --> TIME: 2025-05-10 07:55:51 -- STEP: 487/725 -- GLOBAL_STEP: 220350 | > loss_disc: 2.3992810249328613 (2.209044470434561) | > loss_disc_real_0: 0.19369065761566162 (0.13999124614854608) | > loss_disc_real_1: 0.20398810505867004 (0.19250010054948644) | > loss_disc_real_2: 0.21497122943401337 (0.18888494026611963) | > loss_disc_real_3: 0.19302542507648468 (0.20432947860606154) | > loss_disc_real_4: 0.19853386282920837 (0.1968009665577808) | > loss_disc_real_5: 0.19934773445129395 (0.2051500713249986) | > loss_0: 2.3992810249328613 (2.209044470434561) | > grad_norm_0: tensor(26.4556, device='cuda:0') (tensor(22.7587, device='cuda:0')) | > loss_gen: 2.4473605155944824 (2.7583841508908433) | > loss_kl: 1.7368249893188477 (1.7191659297786455) | > loss_feat: 6.042189121246338 (8.246434455534768) | > loss_mel: 10.35483455657959 (13.1464097749526) | > loss_duration: 1.6584601402282715 (1.6847040161215059) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.239669799804688 (27.555098265348267) | > grad_norm_1: tensor(302.3874, device='cuda:0') (tensor(470.9234, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8031 (0.851404873986998) | > loader_time: 0.0091 (0.010148827300179417)  --> TIME: 2025-05-10 07:56:34 -- STEP: 537/725 -- GLOBAL_STEP: 220400 | > loss_disc: 2.443458080291748 (2.2087751260682857) | > loss_disc_real_0: 0.1572103351354599 (0.13995669897319657) | > loss_disc_real_1: 0.2481215000152588 (0.1924807387967794) | > loss_disc_real_2: 0.19878029823303223 (0.18882700528956436) | > loss_disc_real_3: 0.21975752711296082 (0.20445156943753665) | > loss_disc_real_4: 0.21395651996135712 (0.19667462030602564) | > loss_disc_real_5: 0.2406245768070221 (0.20515301343559997) | > loss_0: 2.443458080291748 (2.2087751260682857) | > grad_norm_0: tensor(9.5741, device='cuda:0') (tensor(22.9518, device='cuda:0')) | > loss_gen: 2.4586431980133057 (2.759387428312106) | > loss_kl: 1.7803757190704346 (1.717441319531347) | > loss_feat: 6.126347064971924 (8.250647639873094) | > loss_mel: 10.175992965698242 (13.148864000203222) | > loss_duration: 1.694197177886963 (1.6852518994936951) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.23555564880371 (27.561592219262142) | > grad_norm_1: tensor(278.4630, device='cuda:0') (tensor(473.6433, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8473 (0.8513375571764158) | > loader_time: 0.0103 (0.010150351337880394)  --> TIME: 2025-05-10 07:57:17 -- STEP: 587/725 -- GLOBAL_STEP: 220450 | > loss_disc: 2.226480722427368 (2.209063646131317) | > loss_disc_real_0: 0.12645138800144196 (0.13971660281111056) | > loss_disc_real_1: 0.23348847031593323 (0.1924711405672451) | > loss_disc_real_2: 0.1963740587234497 (0.18895944282793312) | > loss_disc_real_3: 0.22655776143074036 (0.20470033022471945) | > loss_disc_real_4: 0.21392464637756348 (0.19657998619636025) | > loss_disc_real_5: 0.1905362904071808 (0.20532492348952835) | > loss_0: 2.226480722427368 (2.209063646131317) | > grad_norm_0: tensor(19.1188, device='cuda:0') (tensor(22.9175, device='cuda:0')) | > loss_gen: 2.7455530166625977 (2.759348881508665) | > loss_kl: 1.744727373123169 (1.7182474928373381) | > loss_feat: 8.51312255859375 (8.249419271641333) | > loss_mel: 13.15522575378418 (13.149910618133793) | > loss_duration: 1.673047423362732 (1.6847419054382307) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.831674575805664 (27.561668106806938) | > grad_norm_1: tensor(289.5436, device='cuda:0') (tensor(476.7680, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8619 (0.850754958807508) | > loader_time: 0.0103 (0.010194879577350777)  --> TIME: 2025-05-10 07:58:00 -- STEP: 637/725 -- GLOBAL_STEP: 220500 | > loss_disc: 2.269071578979492 (2.208911044631311) | > loss_disc_real_0: 0.15984848141670227 (0.13994495499311838) | > loss_disc_real_1: 0.18346697092056274 (0.1923662624563117) | > loss_disc_real_2: 0.19533999264240265 (0.18917674696426745) | > loss_disc_real_3: 0.1954457312822342 (0.204602594325082) | > loss_disc_real_4: 0.19954778254032135 (0.19660809715651265) | > loss_disc_real_5: 0.23027856647968292 (0.2052154723946678) | > loss_0: 2.269071578979492 (2.208911044631311) | > grad_norm_0: tensor(33.8312, device='cuda:0') (tensor(23.0322, device='cuda:0')) | > loss_gen: 2.5644595623016357 (2.7595832512554597) | > loss_kl: 1.8619623184204102 (1.7172636557224228) | > loss_feat: 6.449880123138428 (8.243624787502792) | > loss_mel: 10.956283569335938 (13.157619646991616) | > loss_duration: 1.656137466430664 (1.6844862242882823) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.48872184753418 (27.562577506623793) | > grad_norm_1: tensor(581.9013, device='cuda:0') (tensor(478.2084, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8588 (0.8507854934764238) | > loader_time: 0.011 (0.01021016860494808)  --> TIME: 2025-05-10 07:58:44 -- STEP: 687/725 -- GLOBAL_STEP: 220550 | > loss_disc: 2.1098339557647705 (2.2083383005605843) | > loss_disc_real_0: 0.1162709966301918 (0.13978087504054068) | > loss_disc_real_1: 0.17641420662403107 (0.19238571150247372) | > loss_disc_real_2: 0.18922123312950134 (0.1892189352706703) | > loss_disc_real_3: 0.2054757922887802 (0.20459157052779295) | > loss_disc_real_4: 0.16092915832996368 (0.1964495798038777) | > loss_disc_real_5: 0.2184852659702301 (0.2052701203887293) | > loss_0: 2.1098339557647705 (2.2083383005605843) | > grad_norm_0: tensor(16.9217, device='cuda:0') (tensor(23.3036, device='cuda:0')) | > loss_gen: 2.8810694217681885 (2.7614428379303138) | > loss_kl: 1.7212753295898438 (1.7172679378823255) | > loss_feat: 9.554341316223145 (8.25400733392484) | > loss_mel: 13.906445503234863 (13.176372343449255) | > loss_duration: 1.690602421760559 (1.6840712101004884) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.753734588623047 (27.59316163708549) | > grad_norm_1: tensor(501.8636, device='cuda:0') (tensor(482.0613, device='cuda:0')) | > current_lr_0: 0.00019408874276263664 | > current_lr_1: 0.00019408874276263664 | > step_time: 0.8799 (0.8506559940404761) | > loader_time: 0.0114 (0.010197583591400099)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1240787506103516 (2.1240787506103516) | > loss_disc_real_0: 0.07590669393539429 (0.07590669393539429) | > loss_disc_real_1: 0.19752246141433716 (0.19752246141433716) | > loss_disc_real_2: 0.13888418674468994 (0.13888418674468994) | > loss_disc_real_3: 0.20508331060409546 (0.20508331060409546) | > loss_disc_real_4: 0.24817511439323425 (0.24817511439323425) | > loss_disc_real_5: 0.19372150301933289 (0.19372150301933289) | > loss_0: 2.1240787506103516 (2.1240787506103516) | > loss_gen: 2.593677520751953 (2.593677520751953) | > loss_kl: 1.972371220588684 (1.972371220588684) | > loss_feat: 8.850658416748047 (8.850658416748047) | > loss_mel: 14.927855491638184 (14.927855491638184) | > loss_duration: 1.7114086151123047 (1.7114086151123047) | > loss_1: 30.055971145629883 (30.055971145629883)  --> STEP: 1 | > loss_disc: 2.3282954692840576 (2.3282954692840576) | > loss_disc_real_0: 0.0971187949180603 (0.0971187949180603) | > loss_disc_real_1: 0.22010308504104614 (0.22010308504104614) | > loss_disc_real_2: 0.16549205780029297 (0.16549205780029297) | > loss_disc_real_3: 0.2110174596309662 (0.2110174596309662) | > loss_disc_real_4: 0.24714824557304382 (0.24714824557304382) | > loss_disc_real_5: 0.18192312121391296 (0.18192312121391296) | > loss_0: 2.3282954692840576 (2.3282954692840576) | > loss_gen: 2.3178818225860596 (2.3178818225860596) | > loss_kl: 2.0541927814483643 (2.0541927814483643) | > loss_feat: 7.0616350173950195 (7.0616350173950195) | > loss_mel: 12.453498840332031 (12.453498840332031) | > loss_duration: 1.7903947830200195 (1.7903947830200195) | > loss_1: 25.67760467529297 (25.67760467529297)  --> STEP: 2 | > loss_disc: 2.0533804893493652 (2.1908379793167114) | > loss_disc_real_0: 0.07812651991844177 (0.08762265741825104) | > loss_disc_real_1: 0.19454284012317657 (0.20732296258211136) | > loss_disc_real_2: 0.13129298388957977 (0.14839252084493637) | > loss_disc_real_3: 0.19104139506816864 (0.2010294273495674) | > loss_disc_real_4: 0.2626398503780365 (0.25489404797554016) | > loss_disc_real_5: 0.1954289823770523 (0.18867605179548264) | > loss_0: 2.0533804893493652 (2.1908379793167114) | > loss_gen: 2.8439178466796875 (2.5808998346328735) | > loss_kl: 1.9442795515060425 (1.9992361664772034) | > loss_feat: 10.137036323547363 (8.599335670471191) | > loss_mel: 16.302940368652344 (14.378219604492188) | > loss_duration: 1.850487470626831 (1.8204411268234253) | > loss_1: 33.07866287231445 (29.37813377380371)  --> STEP: 3 | > loss_disc: 2.3170244693756104 (2.2329001426696777) | > loss_disc_real_0: 0.1031106486916542 (0.0927853211760521) | > loss_disc_real_1: 0.2309810072183609 (0.2152089774608612) | > loss_disc_real_2: 0.15808424353599548 (0.1516230950752894) | > loss_disc_real_3: 0.20692622661590576 (0.20299502710501352) | > loss_disc_real_4: 0.264925092458725 (0.2582377294699351) | > loss_disc_real_5: 0.1902391016483307 (0.18919706841309866) | > loss_0: 2.3170244693756104 (2.2329001426696777) | > loss_gen: 2.475874662399292 (2.545891443888346) | > loss_kl: 1.8707566261291504 (1.9564096530278523) | > loss_feat: 7.726539611816406 (8.308403650919596) | > loss_mel: 13.342731475830078 (14.03305689493815) | > loss_duration: 1.7990347146987915 (1.813305656115214) | > loss_1: 27.214935302734375 (28.657067616780598)  --> STEP: 4 | > loss_disc: 2.2549376487731934 (2.2384095191955566) | > loss_disc_real_0: 0.08744888752698898 (0.09145121276378632) | > loss_disc_real_1: 0.21175611019134521 (0.2143457606434822) | > loss_disc_real_2: 0.1379905343055725 (0.14821495488286018) | > loss_disc_real_3: 0.17451730370521545 (0.195875596255064) | > loss_disc_real_4: 0.24833594262599945 (0.2557622827589512) | > loss_disc_real_5: 0.22453293204307556 (0.19803103432059288) | > loss_0: 2.2549376487731934 (2.2384095191955566) | > loss_gen: 2.411902904510498 (2.5123943090438843) | > loss_kl: 1.7867189645767212 (1.9139869809150696) | > loss_feat: 8.440350532531738 (8.341390371322632) | > loss_mel: 13.520440101623535 (13.904902696609497) | > loss_duration: 1.770359992980957 (1.8025692403316498) | > loss_1: 27.929771423339844 (28.47524356842041) --> EVAL PERFORMANCE | > avg_loader_time: 0.283297061920166 (-0.00010776519775390625) | > avg_loss_disc: 2.2384095191955566 (-0.11961698532104492) | > avg_loss_disc_real_0: 0.09145121276378632 (-0.10058460757136345) | > avg_loss_disc_real_1: 0.2143457606434822 (+0.005980998277664185) | > avg_loss_disc_real_2: 0.14821495488286018 (-0.03477916866540909) | > avg_loss_disc_real_3: 0.195875596255064 (-0.05290168896317482) | > avg_loss_disc_real_4: 0.2557622827589512 (+0.013050921261310577) | > avg_loss_disc_real_5: 0.19803103432059288 (-0.03227466344833374) | > avg_loss_0: 2.2384095191955566 (-0.11961698532104492) | > avg_loss_gen: 2.5123943090438843 (-0.11117959022521973) | > avg_loss_kl: 1.9139869809150696 (-0.0864233672618866) | > avg_loss_feat: 8.341390371322632 (+0.8186569213867188) | > avg_loss_mel: 13.904902696609497 (+1.1446597576141357) | > avg_loss_duration: 1.8025692403316498 (+0.011852115392684937) | > avg_loss_1: 28.47524356842041 (+1.7775664329528809)  > EPOCH: 241/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 07:59:23)   --> TIME: 2025-05-10 07:59:35 -- STEP: 12/725 -- GLOBAL_STEP: 220600 | > loss_disc: 2.2864880561828613 (2.279533346494039) | > loss_disc_real_0: 0.0835900828242302 (0.1486573237925768) | > loss_disc_real_1: 0.17873379588127136 (0.1987535941104094) | > loss_disc_real_2: 0.1766287237405777 (0.19241085896889368) | > loss_disc_real_3: 0.21713978052139282 (0.21496724834044775) | > loss_disc_real_4: 0.1859338879585266 (0.19923101365566254) | > loss_disc_real_5: 0.1646220088005066 (0.19248697410027185) | > loss_0: 2.2864880561828613 (2.279533346494039) | > grad_norm_0: tensor(20.0654, device='cuda:0') (tensor(27.8710, device='cuda:0')) | > loss_gen: 2.7320666313171387 (2.7309171557426453) | > loss_kl: 1.7723960876464844 (1.7087585926055908) | > loss_feat: 8.558860778808594 (8.093268712361654) | > loss_mel: 13.899883270263672 (13.213040908177694) | > loss_duration: 1.709246277809143 (1.6879781583944957) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.672452926635742 (27.433963457743328) | > grad_norm_1: tensor(69.7453, device='cuda:0') (tensor(475.3136, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8412 (0.8339925010999044) | > loader_time: 0.009 (0.00985566775004069)  --> TIME: 2025-05-10 08:00:19 -- STEP: 62/725 -- GLOBAL_STEP: 220650 | > loss_disc: 2.2733991146087646 (2.2233618228666243) | > loss_disc_real_0: 0.1765982061624527 (0.1400688911878293) | > loss_disc_real_1: 0.2220689058303833 (0.19447070624559157) | > loss_disc_real_2: 0.18617399036884308 (0.18989044908554323) | > loss_disc_real_3: 0.23149919509887695 (0.20713691557607344) | > loss_disc_real_4: 0.205646350979805 (0.19818802129837773) | > loss_disc_real_5: 0.2066604048013687 (0.20464271667503542) | > loss_0: 2.2733991146087646 (2.2233618228666243) | > grad_norm_0: tensor(27.6780, device='cuda:0') (tensor(23.5084, device='cuda:0')) | > loss_gen: 2.7519819736480713 (2.737124631481787) | > loss_kl: 1.5710210800170898 (1.7249019319011318) | > loss_feat: 7.642548561096191 (8.201984251699141) | > loss_mel: 12.701637268066406 (13.16987891351023) | > loss_duration: 1.7261930704116821 (1.6797057332531098) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.393381118774414 (27.51359539647256) | > grad_norm_1: tensor(589.7842, device='cuda:0') (tensor(470.9129, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8294 (0.8489017332753828) | > loader_time: 0.0101 (0.00997471809387207)  --> TIME: 2025-05-10 08:01:02 -- STEP: 112/725 -- GLOBAL_STEP: 220700 | > loss_disc: 2.1728456020355225 (2.222131765314512) | > loss_disc_real_0: 0.1385916918516159 (0.14018773413928487) | > loss_disc_real_1: 0.18969477713108063 (0.19383618887513876) | > loss_disc_real_2: 0.17744755744934082 (0.189817314834467) | > loss_disc_real_3: 0.18768499791622162 (0.2070762902232153) | > loss_disc_real_4: 0.18563474714756012 (0.19803820763315474) | > loss_disc_real_5: 0.22092978656291962 (0.20541889353522233) | > loss_0: 2.1728456020355225 (2.222131765314512) | > grad_norm_0: tensor(22.4126, device='cuda:0') (tensor(24.2138, device='cuda:0')) | > loss_gen: 2.7094006538391113 (2.743722255740848) | > loss_kl: 1.8103941679000854 (1.724844763321536) | > loss_feat: 8.259984970092773 (8.167963125876017) | > loss_mel: 13.264772415161133 (13.125667180333819) | > loss_duration: 1.6802358627319336 (1.6821943457637514) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.724788665771484 (27.44439164229802) | > grad_norm_1: tensor(699.5570, device='cuda:0') (tensor(494.2963, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8462 (0.8508127544607434) | > loader_time: 0.0104 (0.010010712913104467)  --> TIME: 2025-05-10 08:01:45 -- STEP: 162/725 -- GLOBAL_STEP: 220750 | > loss_disc: 2.205465078353882 (2.2157067671234225) | > loss_disc_real_0: 0.08503556996583939 (0.1390025048160258) | > loss_disc_real_1: 0.1729786992073059 (0.19347062155052466) | > loss_disc_real_2: 0.19712531566619873 (0.18924025519762508) | > loss_disc_real_3: 0.18122799694538116 (0.205501364061126) | > loss_disc_real_4: 0.17950505018234253 (0.19868148265429497) | > loss_disc_real_5: 0.21175441145896912 (0.2045812389732879) | > loss_0: 2.205465078353882 (2.2157067671234225) | > grad_norm_0: tensor(30.3174, device='cuda:0') (tensor(24.9175, device='cuda:0')) | > loss_gen: 2.857234477996826 (2.7634417392589437) | > loss_kl: 1.7455418109893799 (1.7183162827550629) | > loss_feat: 8.731179237365723 (8.24044466607365) | > loss_mel: 13.47846508026123 (13.180103926011073) | > loss_duration: 1.644873023033142 (1.681560926967197) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.457292556762695 (27.58386747336682) | > grad_norm_1: tensor(625.8231, device='cuda:0') (tensor(494.9738, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8298 (0.8490989340676202) | > loader_time: 0.0093 (0.010099592032255949)  --> TIME: 2025-05-10 08:02:28 -- STEP: 212/725 -- GLOBAL_STEP: 220800 | > loss_disc: 2.231943368911743 (2.216064718534362) | > loss_disc_real_0: 0.17380642890930176 (0.14034006133113258) | > loss_disc_real_1: 0.19129279255867004 (0.19357041979454598) | > loss_disc_real_2: 0.19107580184936523 (0.1888148232872756) | > loss_disc_real_3: 0.2020660638809204 (0.20639630765566286) | > loss_disc_real_4: 0.20568247139453888 (0.19836929405354115) | > loss_disc_real_5: 0.18826082348823547 (0.20456921962915725) | > loss_0: 2.231943368911743 (2.216064718534362) | > grad_norm_0: tensor(22.0109, device='cuda:0') (tensor(24.4873, device='cuda:0')) | > loss_gen: 2.6402461528778076 (2.7593224768368714) | > loss_kl: 1.6792123317718506 (1.7168064533539538) | > loss_feat: 8.154324531555176 (8.231112428431244) | > loss_mel: 11.656854629516602 (13.155632252963084) | > loss_duration: 1.682208776473999 (1.6809463332284171) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.81284523010254 (27.543819868339682) | > grad_norm_1: tensor(531.7693, device='cuda:0') (tensor(488.1356, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8463 (0.8503018831307033) | > loader_time: 0.0097 (0.010307470582566172)  --> TIME: 2025-05-10 08:03:11 -- STEP: 262/725 -- GLOBAL_STEP: 220850 | > loss_disc: 2.2359619140625 (2.2134234322846393) | > loss_disc_real_0: 0.22684165835380554 (0.14009661199027335) | > loss_disc_real_1: 0.18361489474773407 (0.19323828708352023) | > loss_disc_real_2: 0.19956408441066742 (0.1888831848179111) | > loss_disc_real_3: 0.19975392520427704 (0.2064018862620565) | > loss_disc_real_4: 0.19357119500637054 (0.1983774341358484) | > loss_disc_real_5: 0.22789983451366425 (0.20403942716030674) | > loss_0: 2.2359619140625 (2.2134234322846393) | > grad_norm_0: tensor(37.3890, device='cuda:0') (tensor(24.3498, device='cuda:0')) | > loss_gen: 2.7452824115753174 (2.7629897985749583) | > loss_kl: 1.8323917388916016 (1.7188466573489531) | > loss_feat: 7.873660564422607 (8.227792343110528) | > loss_mel: 12.645963668823242 (13.138625851114288) | > loss_duration: 1.674855351448059 (1.6817772029010394) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.77215576171875 (27.530031735660465) | > grad_norm_1: tensor(437.6720, device='cuda:0') (tensor(497.9652, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8707 (0.8490451474226158) | > loader_time: 0.011 (0.01037361330658425)  --> TIME: 2025-05-10 08:03:55 -- STEP: 312/725 -- GLOBAL_STEP: 220900 | > loss_disc: 2.3077173233032227 (2.2124419976503433) | > loss_disc_real_0: 0.13831506669521332 (0.14063561788927284) | > loss_disc_real_1: 0.21944139897823334 (0.19303826218805253) | > loss_disc_real_2: 0.19238591194152832 (0.1890112715653884) | > loss_disc_real_3: 0.20606912672519684 (0.2057919934965097) | > loss_disc_real_4: 0.1797962486743927 (0.19792521644670244) | > loss_disc_real_5: 0.18204189836978912 (0.20355565650149787) | > loss_0: 2.3077173233032227 (2.2124419976503433) | > grad_norm_0: tensor(17.1701, device='cuda:0') (tensor(24.9409, device='cuda:0')) | > loss_gen: 2.5919761657714844 (2.770133367715739) | > loss_kl: 1.8041802644729614 (1.7146871269513406) | > loss_feat: 7.313597679138184 (8.263657391071316) | > loss_mel: 12.599043846130371 (13.178617783081837) | > loss_duration: 1.6774941682815552 (1.6807833172571958) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.986291885375977 (27.60787889284965) | > grad_norm_1: tensor(223.6019, device='cuda:0') (tensor(497.9915, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8556 (0.8486491434085064) | > loader_time: 0.0099 (0.010413337212342486)  --> TIME: 2025-05-10 08:04:38 -- STEP: 362/725 -- GLOBAL_STEP: 220950 | > loss_disc: 2.079582691192627 (2.212026652051599) | > loss_disc_real_0: 0.124590203166008 (0.14019140236861793) | > loss_disc_real_1: 0.1923089623451233 (0.19297555023135401) | > loss_disc_real_2: 0.2092377245426178 (0.18930723205291106) | > loss_disc_real_3: 0.2119838297367096 (0.20557144946979555) | > loss_disc_real_4: 0.21442672610282898 (0.19795853809263175) | > loss_disc_real_5: 0.19870786368846893 (0.204258431963499) | > loss_0: 2.079582691192627 (2.212026652051599) | > grad_norm_0: tensor(14.1518, device='cuda:0') (tensor(24.6293, device='cuda:0')) | > loss_gen: 2.9143807888031006 (2.768514728677868) | > loss_kl: 1.7183208465576172 (1.7190434251042368) | > loss_feat: 9.068713188171387 (8.267743588811127) | > loss_mel: 13.510417938232422 (13.18588146978979) | > loss_duration: 1.6272917985916138 (1.6802010243110228) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.83912467956543 (27.621384172808398) | > grad_norm_1: tensor(535.0323, device='cuda:0') (tensor(501.9994, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8572 (0.8497299686979852) | > loader_time: 0.0106 (0.010457254246453553)  --> TIME: 2025-05-10 08:05:21 -- STEP: 412/725 -- GLOBAL_STEP: 221000 | > loss_disc: 2.356565237045288 (2.211536854794883) | > loss_disc_real_0: 0.17827151715755463 (0.1401686332396512) | > loss_disc_real_1: 0.1661340296268463 (0.1926549334910888) | > loss_disc_real_2: 0.20470376312732697 (0.18940646288175028) | > loss_disc_real_3: 0.2329433411359787 (0.2055378320798712) | > loss_disc_real_4: 0.23859871923923492 (0.1976150390375587) | > loss_disc_real_5: 0.1962234526872635 (0.2045291290772192) | > loss_0: 2.356565237045288 (2.211536854794883) | > grad_norm_0: tensor(33.8044, device='cuda:0') (tensor(24.7435, device='cuda:0')) | > loss_gen: 2.5832786560058594 (2.767270634475266) | > loss_kl: 1.6586179733276367 (1.7179316927507091) | > loss_feat: 7.0315327644348145 (8.2557982761883) | > loss_mel: 11.742162704467773 (13.17449579424071) | > loss_duration: 1.6884000301361084 (1.6808962107283392) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.70399284362793 (27.59639253894102) | > grad_norm_1: tensor(662.2813, device='cuda:0') (tensor(508.2344, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8604 (0.84965093043244) | > loader_time: 0.0107 (0.010470287892424945) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_221000.pth  --> TIME: 2025-05-10 08:06:07 -- STEP: 462/725 -- GLOBAL_STEP: 221050 | > loss_disc: 2.118952512741089 (2.208619365444434) | > loss_disc_real_0: 0.15643462538719177 (0.1391943332243276) | > loss_disc_real_1: 0.1878204643726349 (0.19255686506177438) | > loss_disc_real_2: 0.18425904214382172 (0.18921921182891507) | > loss_disc_real_3: 0.21675564348697662 (0.2056113722455966) | > loss_disc_real_4: 0.19805559515953064 (0.1972728287115758) | > loss_disc_real_5: 0.19484566152095795 (0.20438802110039303) | > loss_0: 2.118952512741089 (2.208619365444434) | > grad_norm_0: tensor(34.0244, device='cuda:0') (tensor(24.6704, device='cuda:0')) | > loss_gen: 2.8666648864746094 (2.7691708116820384) | > loss_kl: 1.7991594076156616 (1.7138491174875405) | > loss_feat: 8.897953987121582 (8.265329018299708) | > loss_mel: 14.394370079040527 (13.192781303868149) | > loss_duration: 1.7200276851654053 (1.681076833438047) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.678176879882812 (27.622207026460988) | > grad_norm_1: tensor(594.0091, device='cuda:0') (tensor(508.4138, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.7868 (0.848712393731782) | > loader_time: 0.0098 (0.010515943750158532)  --> TIME: 2025-05-10 08:06:49 -- STEP: 512/725 -- GLOBAL_STEP: 221100 | > loss_disc: 2.351632833480835 (2.2101247101090875) | > loss_disc_real_0: 0.10711278021335602 (0.13960692756518261) | > loss_disc_real_1: 0.20362824201583862 (0.1925789995584637) | > loss_disc_real_2: 0.20204253494739532 (0.18932104954728857) | > loss_disc_real_3: 0.213756263256073 (0.20558986780815758) | > loss_disc_real_4: 0.20017626881599426 (0.1973139421897941) | > loss_disc_real_5: 0.2067026048898697 (0.20448897554888384) | > loss_0: 2.351632833480835 (2.2101247101090875) | > grad_norm_0: tensor(32.1036, device='cuda:0') (tensor(24.8224, device='cuda:0')) | > loss_gen: 2.495455026626587 (2.7669258690439182) | > loss_kl: 1.8648419380187988 (1.7150750951841478) | > loss_feat: 7.501097679138184 (8.251276293769475) | > loss_mel: 11.610671043395996 (13.188977725803852) | > loss_duration: 1.6289501190185547 (1.6817642026580866) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.101016998291016 (27.60401912033558) | > grad_norm_1: tensor(467.4121, device='cuda:0') (tensor(507.4257, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.855 (0.8478180845268071) | > loader_time: 0.0132 (0.010600092355161905)  --> TIME: 2025-05-10 08:07:33 -- STEP: 562/725 -- GLOBAL_STEP: 221150 | > loss_disc: 2.1889960765838623 (2.209170539183975) | > loss_disc_real_0: 0.09980252385139465 (0.1391112569891898) | > loss_disc_real_1: 0.19009701907634735 (0.19266483601302015) | > loss_disc_real_2: 0.21088922023773193 (0.1890665861741504) | > loss_disc_real_3: 0.2268749177455902 (0.20554031275239273) | > loss_disc_real_4: 0.23342451453208923 (0.19717034928208999) | > loss_disc_real_5: 0.18110859394073486 (0.20462940765869567) | > loss_0: 2.1889960765838623 (2.209170539183975) | > grad_norm_0: tensor(24.9606, device='cuda:0') (tensor(24.6800, device='cuda:0')) | > loss_gen: 2.9285964965820312 (2.76585150146824) | > loss_kl: 1.8854944705963135 (1.7169515087511187) | > loss_feat: 8.875895500183105 (8.247489387030274) | > loss_mel: 13.477888107299805 (13.178533599894243) | > loss_duration: 1.6504483222961426 (1.6818839071908447) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.818321228027344 (27.590709832215236) | > grad_norm_1: tensor(552.0822, device='cuda:0') (tensor(509.1226, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.9002 (0.8484800731584271) | > loader_time: 0.0126 (0.010632545922574625)  --> TIME: 2025-05-10 08:08:16 -- STEP: 612/725 -- GLOBAL_STEP: 221200 | > loss_disc: 2.216273069381714 (2.208582424455221) | > loss_disc_real_0: 0.11163811385631561 (0.13909966284348296) | > loss_disc_real_1: 0.20174913108348846 (0.19249853075427167) | > loss_disc_real_2: 0.20258818566799164 (0.18919649223486595) | > loss_disc_real_3: 0.21730661392211914 (0.2053494545223277) | > loss_disc_real_4: 0.23210148513317108 (0.19708324272453395) | > loss_disc_real_5: 0.21682606637477875 (0.2046170444562543) | > loss_0: 2.216273069381714 (2.208582424455221) | > grad_norm_0: tensor(30.5078, device='cuda:0') (tensor(24.6618, device='cuda:0')) | > loss_gen: 2.821420431137085 (2.7655551468624817) | > loss_kl: 1.6674078702926636 (1.7160883384202823) | > loss_feat: 7.880667686462402 (8.255681937036945) | > loss_mel: 12.739775657653809 (13.174945714426977) | > loss_duration: 1.6086533069610596 (1.6817980989132038) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.717926025390625 (27.59406917858748) | > grad_norm_1: tensor(597.5933, device='cuda:0') (tensor(511.1256, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8152 (0.8487321021510107) | > loader_time: 0.0105 (0.01063637055602728)  --> TIME: 2025-05-10 08:08:59 -- STEP: 662/725 -- GLOBAL_STEP: 221250 | > loss_disc: 2.3277626037597656 (2.209786591032843) | > loss_disc_real_0: 0.1420482099056244 (0.1394020730567663) | > loss_disc_real_1: 0.18438230454921722 (0.19226896143841954) | > loss_disc_real_2: 0.20754367113113403 (0.18921101138310872) | > loss_disc_real_3: 0.24157465994358063 (0.20523381014875056) | > loss_disc_real_4: 0.2066560685634613 (0.19728434270422254) | > loss_disc_real_5: 0.22799308598041534 (0.20492522423000845) | > loss_0: 2.3277626037597656 (2.209786591032843) | > grad_norm_0: tensor(12.5552, device='cuda:0') (tensor(24.7237, device='cuda:0')) | > loss_gen: 2.5647807121276855 (2.765822793061641) | > loss_kl: 1.613084316253662 (1.7211036719944546) | > loss_feat: 7.561781406402588 (8.258028221274426) | > loss_mel: 12.655686378479004 (13.168316815194766) | > loss_duration: 1.6960340738296509 (1.6820904036302928) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.091365814208984 (27.59536183636715) | > grad_norm_1: tensor(346.7826, device='cuda:0') (tensor(508.5387, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8528 (0.8482109351460669) | > loader_time: 0.0098 (0.01063475507983988)  --> TIME: 2025-05-10 08:09:42 -- STEP: 712/725 -- GLOBAL_STEP: 221300 | > loss_disc: 2.1082701683044434 (2.2101906730552745) | > loss_disc_real_0: 0.1623726189136505 (0.13958443798585224) | > loss_disc_real_1: 0.16992847621440887 (0.19229842670094424) | > loss_disc_real_2: 0.21188843250274658 (0.18924826297783473) | > loss_disc_real_3: 0.2140626758337021 (0.20523708612982478) | > loss_disc_real_4: 0.18059919774532318 (0.19721719798412207) | > loss_disc_real_5: 0.19166997075080872 (0.20470225273139683) | > loss_0: 2.1082701683044434 (2.2101906730552745) | > grad_norm_0: tensor(32.6608, device='cuda:0') (tensor(24.8175, device='cuda:0')) | > loss_gen: 3.0629663467407227 (2.76496640617928) | > loss_kl: 1.7957183122634888 (1.7239337027742625) | > loss_feat: 9.091619491577148 (8.25538788484723) | > loss_mel: 14.413792610168457 (13.16569770989793) | > loss_duration: 1.685863733291626 (1.6816227032562308) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.04996109008789 (27.5916083287657) | > grad_norm_1: tensor(499.0582, device='cuda:0') (tensor(510.5163, device='cuda:0')) | > current_lr_0: 0.0001940644816697913 | > current_lr_1: 0.0001940644816697913 | > step_time: 0.8367 (0.8485380046153338) | > loader_time: 0.0095 (0.010670934165461679)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.167616367340088 (2.167616367340088) | > loss_disc_real_0: 0.1046987846493721 (0.1046987846493721) | > loss_disc_real_1: 0.2907855212688446 (0.2907855212688446) | > loss_disc_real_2: 0.2065708190202713 (0.2065708190202713) | > loss_disc_real_3: 0.20574240386486053 (0.20574240386486053) | > loss_disc_real_4: 0.28183507919311523 (0.28183507919311523) | > loss_disc_real_5: 0.2208225280046463 (0.2208225280046463) | > loss_0: 2.167616367340088 (2.167616367340088) | > loss_gen: 3.2527661323547363 (3.2527661323547363) | > loss_kl: 2.1632933616638184 (2.1632933616638184) | > loss_feat: 10.026647567749023 (10.026647567749023) | > loss_mel: 14.827849388122559 (14.827849388122559) | > loss_duration: 1.7029335498809814 (1.7029335498809814) | > loss_1: 31.973491668701172 (31.973491668701172)  --> STEP: 1 | > loss_disc: 2.285693645477295 (2.285693645477295) | > loss_disc_real_0: 0.11844199895858765 (0.11844199895858765) | > loss_disc_real_1: 0.28090158104896545 (0.28090158104896545) | > loss_disc_real_2: 0.22678445279598236 (0.22678445279598236) | > loss_disc_real_3: 0.21922749280929565 (0.21922749280929565) | > loss_disc_real_4: 0.25600969791412354 (0.25600969791412354) | > loss_disc_real_5: 0.22893348336219788 (0.22893348336219788) | > loss_0: 2.285693645477295 (2.285693645477295) | > loss_gen: 2.950636625289917 (2.950636625289917) | > loss_kl: 2.1226511001586914 (2.1226511001586914) | > loss_feat: 8.097346305847168 (8.097346305847168) | > loss_mel: 13.50447940826416 (13.50447940826416) | > loss_duration: 1.8022654056549072 (1.8022654056549072) | > loss_1: 28.47737693786621 (28.47737693786621)  --> STEP: 2 | > loss_disc: 2.2856221199035645 (2.2856578826904297) | > loss_disc_real_0: 0.12203025072813034 (0.120236124843359) | > loss_disc_real_1: 0.2666645348072052 (0.2737830579280853) | > loss_disc_real_2: 0.21986569464206696 (0.22332507371902466) | > loss_disc_real_3: 0.2161446213722229 (0.21768605709075928) | > loss_disc_real_4: 0.27474626898765564 (0.2653779834508896) | > loss_disc_real_5: 0.21561571955680847 (0.22227460145950317) | > loss_0: 2.2856221199035645 (2.2856578826904297) | > loss_gen: 2.8613622188568115 (2.9059994220733643) | > loss_kl: 2.0460760593414307 (2.084363579750061) | > loss_feat: 7.7128448486328125 (7.90509557723999) | > loss_mel: 12.940056800842285 (13.222268104553223) | > loss_duration: 1.8280599117279053 (1.8151626586914062) | > loss_1: 27.38840103149414 (27.932888984680176)  --> STEP: 3 | > loss_disc: 2.339468240737915 (2.3035946687062583) | > loss_disc_real_0: 0.11609464883804321 (0.11885563284158707) | > loss_disc_real_1: 0.30226758122444153 (0.2832778990268707) | > loss_disc_real_2: 0.2214677482843399 (0.22270596524079642) | > loss_disc_real_3: 0.2151259332895279 (0.21683268249034882) | > loss_disc_real_4: 0.3030323386192322 (0.27792943517367047) | > loss_disc_real_5: 0.24720583856105804 (0.23058501382668814) | > loss_0: 2.339468240737915 (2.3035946687062583) | > loss_gen: 2.9906914234161377 (2.934230089187622) | > loss_kl: 1.8494017124176025 (2.006042957305908) | > loss_feat: 8.608234405517578 (8.139475186665853) | > loss_mel: 13.704851150512695 (13.383129119873047) | > loss_duration: 1.7911401987075806 (1.807155172030131) | > loss_1: 28.944318771362305 (28.27003224690755)  --> STEP: 4 | > loss_disc: 2.4000043869018555 (2.3276970982551575) | > loss_disc_real_0: 0.13203567266464233 (0.12215064279735088) | > loss_disc_real_1: 0.28822916746139526 (0.28451571613550186) | > loss_disc_real_2: 0.24224334955215454 (0.22759031131863594) | > loss_disc_real_3: 0.20247821509838104 (0.21324406564235687) | > loss_disc_real_4: 0.26321619749069214 (0.2742511257529259) | > loss_disc_real_5: 0.29179781675338745 (0.24588821455836296) | > loss_0: 2.4000043869018555 (2.3276970982551575) | > loss_gen: 2.879436731338501 (2.920531749725342) | > loss_kl: 1.982498288154602 (2.0001567900180817) | > loss_feat: 7.428963661193848 (7.961847305297852) | > loss_mel: 12.96261978149414 (13.27800178527832) | > loss_duration: 1.7581843137741089 (1.7949124574661255) | > loss_1: 27.011701583862305 (27.95544958114624) --> EVAL PERFORMANCE | > avg_loader_time: 0.27779436111450195 (-0.0055027008056640625) | > avg_loss_disc: 2.3276970982551575 (+0.08928757905960083) | > avg_loss_disc_real_0: 0.12215064279735088 (+0.030699430033564568) | > avg_loss_disc_real_1: 0.28451571613550186 (+0.07016995549201965) | > avg_loss_disc_real_2: 0.22759031131863594 (+0.07937535643577576) | > avg_loss_disc_real_3: 0.21324406564235687 (+0.017368469387292862) | > avg_loss_disc_real_4: 0.2742511257529259 (+0.018488842993974686) | > avg_loss_disc_real_5: 0.24588821455836296 (+0.04785718023777008) | > avg_loss_0: 2.3276970982551575 (+0.08928757905960083) | > avg_loss_gen: 2.920531749725342 (+0.4081374406814575) | > avg_loss_kl: 2.0001567900180817 (+0.08616980910301208) | > avg_loss_feat: 7.961847305297852 (-0.3795430660247803) | > avg_loss_mel: 13.27800178527832 (-0.6269009113311768) | > avg_loss_duration: 1.7949124574661255 (-0.007656782865524292) | > avg_loss_1: 27.95544958114624 (-0.5197939872741699)  > EPOCH: 242/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 08:10:00)   --> TIME: 2025-05-10 08:10:34 -- STEP: 37/725 -- GLOBAL_STEP: 221350 | > loss_disc: 2.1862473487854004 (2.224222956476985) | > loss_disc_real_0: 0.1652878224849701 (0.14087812219922602) | > loss_disc_real_1: 0.1844424307346344 (0.19392371338766975) | > loss_disc_real_2: 0.18184716999530792 (0.18748655552799637) | > loss_disc_real_3: 0.18400585651397705 (0.20735004987265612) | > loss_disc_real_4: 0.19749586284160614 (0.19933283127642967) | > loss_disc_real_5: 0.21436689794063568 (0.2060797617242143) | > loss_0: 2.1862473487854004 (2.224222956476985) | > grad_norm_0: tensor(34.3373, device='cuda:0') (tensor(22.9633, device='cuda:0')) | > loss_gen: 2.7972118854522705 (2.7336253990998145) | > loss_kl: 1.7268368005752563 (1.7426287161337364) | > loss_feat: 8.865753173828125 (8.21023109796885) | > loss_mel: 13.242223739624023 (13.048738788914036) | > loss_duration: 1.673532247543335 (1.6766867379884463) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.305559158325195 (27.411911010742188) | > grad_norm_1: tensor(574.0060, device='cuda:0') (tensor(523.6941, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8458 (0.8506484353864515) | > loader_time: 0.0097 (0.009590909287736222)  --> TIME: 2025-05-10 08:11:17 -- STEP: 87/725 -- GLOBAL_STEP: 221400 | > loss_disc: 2.275531530380249 (2.2045871033065625) | > loss_disc_real_0: 0.14625070989131927 (0.1395853980519305) | > loss_disc_real_1: 0.2080729901790619 (0.19169568758586358) | > loss_disc_real_2: 0.1877782940864563 (0.18797678354827838) | > loss_disc_real_3: 0.2009250819683075 (0.20303831532083708) | > loss_disc_real_4: 0.1756647825241089 (0.19657964644760922) | > loss_disc_real_5: 0.24625931680202484 (0.2052113302480215) | > loss_0: 2.275531530380249 (2.2045871033065625) | > grad_norm_0: tensor(25.8246, device='cuda:0') (tensor(22.5146, device='cuda:0')) | > loss_gen: 2.6740636825561523 (2.761351451106456) | > loss_kl: 1.7196787595748901 (1.7318334045081303) | > loss_feat: 7.7969818115234375 (8.334137121836342) | > loss_mel: 12.992554664611816 (13.160676155967277) | > loss_duration: 1.6632275581359863 (1.6783630094308963) | > amp_scaler: 256.0 (153.01149425287352) | > loss_1: 26.846508026123047 (27.666361293573488) | > grad_norm_1: tensor(555.6525, device='cuda:0') (tensor(507.2434, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.822 (0.8554722906529219) | > loader_time: 0.0089 (0.009606281916300457)  --> TIME: 2025-05-10 08:12:01 -- STEP: 137/725 -- GLOBAL_STEP: 221450 | > loss_disc: 2.2313318252563477 (2.210203551898038) | > loss_disc_real_0: 0.16990233957767487 (0.14185636273048216) | > loss_disc_real_1: 0.18759198486804962 (0.19142989107292063) | > loss_disc_real_2: 0.1914876252412796 (0.18863827457828242) | > loss_disc_real_3: 0.20361827313899994 (0.2032741820507676) | > loss_disc_real_4: 0.20616309344768524 (0.19605084916535956) | > loss_disc_real_5: 0.22122566401958466 (0.20559941351848796) | > loss_0: 2.2313318252563477 (2.210203551898038) | > grad_norm_0: tensor(20.8286, device='cuda:0') (tensor(23.0675, device='cuda:0')) | > loss_gen: 2.7468881607055664 (2.7597710947050675) | > loss_kl: 1.629812240600586 (1.7257727567296828) | > loss_feat: 7.596953868865967 (8.302440027250858) | > loss_mel: 12.370060920715332 (13.167468725329769) | > loss_duration: 1.6494264602661133 (1.6793342846153427) | > amp_scaler: 256.0 (190.5985401459854) | > loss_1: 25.993141174316406 (27.634786828591004) | > grad_norm_1: tensor(380.8968, device='cuda:0') (tensor(497.1624, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.822 (0.8546668526029935) | > loader_time: 0.0096 (0.00964556297246557)  --> TIME: 2025-05-10 08:12:44 -- STEP: 187/725 -- GLOBAL_STEP: 221500 | > loss_disc: 2.24830961227417 (2.206736390603417) | > loss_disc_real_0: 0.15888522565364838 (0.14081230305414147) | > loss_disc_real_1: 0.18804390728473663 (0.1915454015056079) | > loss_disc_real_2: 0.17878912389278412 (0.1891489430544847) | > loss_disc_real_3: 0.21406391263008118 (0.203062996188587) | > loss_disc_real_4: 0.1735294908285141 (0.1966216075707247) | > loss_disc_real_5: 0.1886335164308548 (0.20403517081457023) | > loss_0: 2.24830961227417 (2.206736390603417) | > grad_norm_0: tensor(16.6953, device='cuda:0') (tensor(23.1230, device='cuda:0')) | > loss_gen: 2.702394962310791 (2.765668760646473) | > loss_kl: 1.7703431844711304 (1.7207822206823584) | > loss_feat: 8.195300102233887 (8.297080840656465) | > loss_mel: 12.809621810913086 (13.173260780579268) | > loss_duration: 1.6857582330703735 (1.6806973193418533) | > amp_scaler: 256.0 (208.0855614973262) | > loss_1: 27.16341781616211 (27.6374898594331) | > grad_norm_1: tensor(584.8674, device='cuda:0') (tensor(499.3103, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8573 (0.8527819638583749) | > loader_time: 0.0095 (0.009691643842401353)  --> TIME: 2025-05-10 08:13:27 -- STEP: 237/725 -- GLOBAL_STEP: 221550 | > loss_disc: 2.1539740562438965 (2.2062700725305926) | > loss_disc_real_0: 0.11936245858669281 (0.14018748081308885) | > loss_disc_real_1: 0.17971062660217285 (0.19169697567883417) | > loss_disc_real_2: 0.19309209287166595 (0.18912989900836452) | > loss_disc_real_3: 0.2069985717535019 (0.20330635756882934) | > loss_disc_real_4: 0.21199756860733032 (0.19681002111626072) | > loss_disc_real_5: 0.17120952904224396 (0.2043497768635488) | > loss_0: 2.1539740562438965 (2.2062700725305926) | > grad_norm_0: tensor(12.5115, device='cuda:0') (tensor(23.4773, device='cuda:0')) | > loss_gen: 3.052788019180298 (2.769779406519379) | > loss_kl: 1.825543761253357 (1.7250686964405237) | > loss_feat: 8.79973316192627 (8.297233551363394) | > loss_mel: 14.034729957580566 (13.191173887454006) | > loss_duration: 1.6725821495056152 (1.68054357912973) | > amp_scaler: 256.0 (218.19409282700423) | > loss_1: 29.385377883911133 (27.663799084691558) | > grad_norm_1: tensor(319.6333, device='cuda:0') (tensor(499.7268, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8196 (0.8531901283103203) | > loader_time: 0.009 (0.00977963636696087)  --> TIME: 2025-05-10 08:14:10 -- STEP: 287/725 -- GLOBAL_STEP: 221600 | > loss_disc: 2.3738811016082764 (2.2065309551950123) | > loss_disc_real_0: 0.22595451772212982 (0.14102520959821732) | > loss_disc_real_1: 0.19619865715503693 (0.19203938330922804) | > loss_disc_real_2: 0.22353918850421906 (0.1894040110323071) | > loss_disc_real_3: 0.2399774193763733 (0.20345201595112) | > loss_disc_real_4: 0.19864927232265472 (0.19657790224726607) | > loss_disc_real_5: 0.19964124262332916 (0.2029002916833664) | > loss_0: 2.3738811016082764 (2.2065309551950123) | > grad_norm_0: tensor(25.8144, device='cuda:0') (tensor(23.9738, device='cuda:0')) | > loss_gen: 2.6581239700317383 (2.7737594871986193) | > loss_kl: 1.6094818115234375 (1.7239713747742285) | > loss_feat: 6.986742973327637 (8.310655148602521) | > loss_mel: 12.060993194580078 (13.216901496727711) | > loss_duration: 1.6942343711853027 (1.680668558393206) | > amp_scaler: 256.0 (224.78048780487808) | > loss_1: 25.00957679748535 (27.705956063619467) | > grad_norm_1: tensor(448.4747, device='cuda:0') (tensor(498.8713, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8126 (0.852353272122373) | > loader_time: 0.0099 (0.009826292144296894)  --> TIME: 2025-05-10 08:14:54 -- STEP: 337/725 -- GLOBAL_STEP: 221650 | > loss_disc: 2.1794204711914062 (2.209914990985429) | > loss_disc_real_0: 0.09633815288543701 (0.1408027438585058) | > loss_disc_real_1: 0.15707746148109436 (0.1922319443006543) | > loss_disc_real_2: 0.17165197432041168 (0.18976443758350447) | > loss_disc_real_3: 0.2040242999792099 (0.20377713539126366) | > loss_disc_real_4: 0.21292030811309814 (0.19748925349125165) | > loss_disc_real_5: 0.23975732922554016 (0.20317824229111658) | > loss_0: 2.1794204711914062 (2.209914990985429) | > grad_norm_0: tensor(10.7701, device='cuda:0') (tensor(23.7490, device='cuda:0')) | > loss_gen: 2.7448976039886475 (2.768504844574968) | > loss_kl: 1.5444685220718384 (1.7266243674988562) | > loss_feat: 8.455193519592285 (8.2803723040957) | > loss_mel: 13.775020599365234 (13.187062840787174) | > loss_duration: 1.6724739074707031 (1.679766606506325) | > amp_scaler: 256.0 (229.41246290801186) | > loss_1: 28.192054748535156 (27.64233096204808) | > grad_norm_1: tensor(391.2887, device='cuda:0') (tensor(493.1876, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8834 (0.8522567642902407) | > loader_time: 0.0101 (0.009936175643513396)  --> TIME: 2025-05-10 08:15:37 -- STEP: 387/725 -- GLOBAL_STEP: 221700 | > loss_disc: 2.2511603832244873 (2.208584511618898) | > loss_disc_real_0: 0.20979376137256622 (0.140390395579104) | > loss_disc_real_1: 0.19789625704288483 (0.19202874469972697) | > loss_disc_real_2: 0.2040858119726181 (0.18948479204676869) | > loss_disc_real_3: 0.20512373745441437 (0.2036334193030069) | > loss_disc_real_4: 0.19954034686088562 (0.19735760555556883) | > loss_disc_real_5: 0.21757027506828308 (0.20355030359069815) | > loss_0: 2.2511603832244873 (2.208584511618898) | > grad_norm_0: tensor(31.0755, device='cuda:0') (tensor(23.7295, device='cuda:0')) | > loss_gen: 2.8448450565338135 (2.766913919793849) | > loss_kl: 1.7975529432296753 (1.7211979504395516) | > loss_feat: 7.283555507659912 (8.289157959841928) | > loss_mel: 11.814165115356445 (13.20772444555002) | > loss_duration: 1.7644352912902832 (1.6797116656020015) | > amp_scaler: 256.0 (232.84754521963825) | > loss_1: 25.504552841186523 (27.664705956629074) | > grad_norm_1: tensor(505.6931, device='cuda:0') (tensor(492.5541, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8748 (0.8523086435727061) | > loader_time: 0.0123 (0.009982191623027313)  --> TIME: 2025-05-10 08:16:20 -- STEP: 437/725 -- GLOBAL_STEP: 221750 | > loss_disc: 2.236342430114746 (2.2077517321235267) | > loss_disc_real_0: 0.1196683868765831 (0.14038072528159865) | > loss_disc_real_1: 0.19262711703777313 (0.19196279803866373) | > loss_disc_real_2: 0.18414799869060516 (0.1891322249474187) | > loss_disc_real_3: 0.1888507753610611 (0.20351474686127233) | > loss_disc_real_4: 0.1716599464416504 (0.19687236576113054) | > loss_disc_real_5: 0.2026774287223816 (0.20375747143267495) | > loss_0: 2.236342430114746 (2.2077517321235267) | > grad_norm_0: tensor(16.2207, device='cuda:0') (tensor(23.6934, device='cuda:0')) | > loss_gen: 2.557751417160034 (2.7661561785900872) | > loss_kl: 1.7210814952850342 (1.7191900664117843) | > loss_feat: 7.773422718048096 (8.288622640090336) | > loss_mel: 12.42703628540039 (13.217363001825612) | > loss_duration: 1.6361720561981201 (1.6796264975785664) | > amp_scaler: 256.0 (235.49656750572083) | > loss_1: 26.115461349487305 (27.670958403318913) | > grad_norm_1: tensor(203.9178, device='cuda:0') (tensor(484.3860, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8845 (0.8516448853490554) | > loader_time: 0.0131 (0.010039281517744606)  --> TIME: 2025-05-10 08:17:03 -- STEP: 487/725 -- GLOBAL_STEP: 221800 | > loss_disc: 2.385856866836548 (2.2108720643809217) | > loss_disc_real_0: 0.25157904624938965 (0.14114446967105845) | > loss_disc_real_1: 0.1937103569507599 (0.19218048382955893) | > loss_disc_real_2: 0.18388479948043823 (0.18940324983435242) | > loss_disc_real_3: 0.20117175579071045 (0.20376736103142068) | > loss_disc_real_4: 0.18984057009220123 (0.19687727430273128) | > loss_disc_real_5: 0.24638769030570984 (0.20401922048851695) | > loss_0: 2.385856866836548 (2.2108720643809217) | > grad_norm_0: tensor(30.0251, device='cuda:0') (tensor(23.7406, device='cuda:0')) | > loss_gen: 2.6403002738952637 (2.7632612790415156) | > loss_kl: 1.8656835556030273 (1.7192016166828006) | > loss_feat: 7.398569107055664 (8.272165462956039) | > loss_mel: 12.533851623535156 (13.19813134782858) | > loss_duration: 1.67600417137146 (1.6801232540142366) | > amp_scaler: 256.0 (237.60164271047228) | > loss_1: 26.114408493041992 (27.63288298573582) | > grad_norm_1: tensor(420.2730, device='cuda:0') (tensor(485.9105, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8035 (0.8510281364041431) | > loader_time: 0.0099 (0.010069028552797538)  --> TIME: 2025-05-10 08:17:46 -- STEP: 537/725 -- GLOBAL_STEP: 221850 | > loss_disc: 2.1946372985839844 (2.2126145928931646) | > loss_disc_real_0: 0.13094647228717804 (0.14132509205760904) | > loss_disc_real_1: 0.15167135000228882 (0.1922230750211346) | > loss_disc_real_2: 0.18529045581817627 (0.1895444785249966) | > loss_disc_real_3: 0.18489930033683777 (0.2039799696906319) | > loss_disc_real_4: 0.16324332356452942 (0.19690709087990738) | > loss_disc_real_5: 0.2532961666584015 (0.20446417981574874) | > loss_0: 2.1946372985839844 (2.2126145928931646) | > grad_norm_0: tensor(8.1167, device='cuda:0') (tensor(23.4158, device='cuda:0')) | > loss_gen: 2.6879148483276367 (2.7582565783566366) | > loss_kl: 1.7548060417175293 (1.720130394068954) | > loss_feat: 8.648882865905762 (8.253802953929645) | > loss_mel: 13.583914756774902 (13.192633241692516) | > loss_duration: 1.706159234046936 (1.6808261516151926) | > amp_scaler: 256.0 (239.3147113594041) | > loss_1: 28.381677627563477 (27.605649340752112) | > grad_norm_1: tensor(442.1635, device='cuda:0') (tensor(479.5696, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8409 (0.8503371355031899) | > loader_time: 0.0099 (0.010089299310297048)  --> TIME: 2025-05-10 08:18:29 -- STEP: 587/725 -- GLOBAL_STEP: 221900 | > loss_disc: 2.250314235687256 (2.2145927072180607) | > loss_disc_real_0: 0.12896636128425598 (0.1411273129779395) | > loss_disc_real_1: 0.21233560144901276 (0.19250566889317716) | > loss_disc_real_2: 0.19556529819965363 (0.18976111435910514) | > loss_disc_real_3: 0.19454805552959442 (0.2040113807232254) | > loss_disc_real_4: 0.20122341811656952 (0.1970771083027581) | > loss_disc_real_5: 0.19607298076152802 (0.2049249079351328) | > loss_0: 2.250314235687256 (2.2145927072180607) | > grad_norm_0: tensor(26.6858, device='cuda:0') (tensor(23.3547, device='cuda:0')) | > loss_gen: 2.6314809322357178 (2.756435032394511) | > loss_kl: 1.7731455564498901 (1.721461483729556) | > loss_feat: 7.988565444946289 (8.246340217135419) | > loss_mel: 12.169564247131348 (13.192557079828584) | > loss_duration: 1.6510494947433472 (1.6804928611043768) | > amp_scaler: 256.0 (240.73594548551958) | > loss_1: 26.213804244995117 (27.597286692266774) | > grad_norm_1: tensor(512.1104, device='cuda:0') (tensor(474.9835, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8714 (0.8497976879041889) | > loader_time: 0.0118 (0.010111433480829754)  --> TIME: 2025-05-10 08:19:12 -- STEP: 637/725 -- GLOBAL_STEP: 221950 | > loss_disc: 2.189918279647827 (2.21608320753466) | > loss_disc_real_0: 0.11420948803424835 (0.14146711790767533) | > loss_disc_real_1: 0.1822354942560196 (0.1925468744017079) | > loss_disc_real_2: 0.19549675285816193 (0.18991514109367477) | > loss_disc_real_3: 0.1762964129447937 (0.2041576760155814) | > loss_disc_real_4: 0.16371305286884308 (0.19723406670325583) | > loss_disc_real_5: 0.21093954145908356 (0.20492721871828173) | > loss_0: 2.189918279647827 (2.21608320753466) | > grad_norm_0: tensor(33.4971, device='cuda:0') (tensor(23.3913, device='cuda:0')) | > loss_gen: 2.875166416168213 (2.7562047207561333) | > loss_kl: 1.8378926515579224 (1.7192302459450306) | > loss_feat: 9.47072982788086 (8.251674637128263) | > loss_mel: 14.560039520263672 (13.211295922846777) | > loss_duration: 1.6501222848892212 (1.6802370359235124) | > amp_scaler: 256.0 (241.93406593406593) | > loss_1: 30.393949508666992 (27.61864257644821) | > grad_norm_1: tensor(652.8390, device='cuda:0') (tensor(473.4266, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8474 (0.8500625102823158) | > loader_time: 0.0094 (0.010123457227434426)  --> TIME: 2025-05-10 08:19:55 -- STEP: 687/725 -- GLOBAL_STEP: 222000 | > loss_disc: 2.230468273162842 (2.216484068609571) | > loss_disc_real_0: 0.16118843853473663 (0.14149336502758522) | > loss_disc_real_1: 0.18125717341899872 (0.19261169292607516) | > loss_disc_real_2: 0.1802809238433838 (0.18993394189613189) | > loss_disc_real_3: 0.2450677454471588 (0.20447513949142274) | > loss_disc_real_4: 0.20221205055713654 (0.197216417179531) | > loss_disc_real_5: 0.2164158672094345 (0.20500838645941305) | > loss_0: 2.230468273162842 (2.216484068609571) | > grad_norm_0: tensor(17.9559, device='cuda:0') (tensor(23.3139, device='cuda:0')) | > loss_gen: 2.6159377098083496 (2.7555208313760087) | > loss_kl: 1.829698085784912 (1.7196062071007585) | > loss_feat: 8.2471342086792 (8.246228865660948) | > loss_mel: 11.986017227172852 (13.215294184122548) | > loss_duration: 1.6796681880950928 (1.6802159131354113) | > amp_scaler: 256.0 (242.95778748180496) | > loss_1: 26.358455657958984 (27.61686601597149) | > grad_norm_1: tensor(591.1229, device='cuda:0') (tensor(474.8605, device='cuda:0')) | > current_lr_0: 0.00019404022360958257 | > current_lr_1: 0.00019404022360958257 | > step_time: 0.8428 (0.8493683397162602) | > loader_time: 0.0101 (0.01011649698149169) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_222000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.327141284942627 (2.327141284942627) | > loss_disc_real_0: 0.14434008300304413 (0.14434008300304413) | > loss_disc_real_1: 0.20150306820869446 (0.20150306820869446) | > loss_disc_real_2: 0.21892337501049042 (0.21892337501049042) | > loss_disc_real_3: 0.23057226836681366 (0.23057226836681366) | > loss_disc_real_4: 0.20704473555088043 (0.20704473555088043) | > loss_disc_real_5: 0.24840876460075378 (0.24840876460075378) | > loss_0: 2.327141284942627 (2.327141284942627) | > loss_gen: 2.4909701347351074 (2.4909701347351074) | > loss_kl: 2.308765172958374 (2.308765172958374) | > loss_feat: 6.79975700378418 (6.79975700378418) | > loss_mel: 12.263240814208984 (12.263240814208984) | > loss_duration: 1.6876928806304932 (1.6876928806304932) | > loss_1: 25.550426483154297 (25.550426483154297)  --> STEP: 1 | > loss_disc: 2.298909902572632 (2.298909902572632) | > loss_disc_real_0: 0.12469474226236343 (0.12469474226236343) | > loss_disc_real_1: 0.19671957194805145 (0.19671957194805145) | > loss_disc_real_2: 0.2332206666469574 (0.2332206666469574) | > loss_disc_real_3: 0.20981888473033905 (0.20981888473033905) | > loss_disc_real_4: 0.22297783195972443 (0.22297783195972443) | > loss_disc_real_5: 0.21203574538230896 (0.21203574538230896) | > loss_0: 2.298909902572632 (2.298909902572632) | > loss_gen: 2.4902539253234863 (2.4902539253234863) | > loss_kl: 2.225201368331909 (2.225201368331909) | > loss_feat: 7.289126396179199 (7.289126396179199) | > loss_mel: 12.705268859863281 (12.705268859863281) | > loss_duration: 1.7791025638580322 (1.7791025638580322) | > loss_1: 26.48895263671875 (26.48895263671875)  --> STEP: 2 | > loss_disc: 2.090409755706787 (2.1946598291397095) | > loss_disc_real_0: 0.11079531162977219 (0.11774502694606781) | > loss_disc_real_1: 0.182219460606575 (0.18946951627731323) | > loss_disc_real_2: 0.1999761164188385 (0.21659839153289795) | > loss_disc_real_3: 0.1981915533542633 (0.20400521904230118) | > loss_disc_real_4: 0.20432616770267487 (0.21365199983119965) | > loss_disc_real_5: 0.19451852142810822 (0.2032771334052086) | > loss_0: 2.090409755706787 (2.1946598291397095) | > loss_gen: 2.7369794845581055 (2.613616704940796) | > loss_kl: 1.8094528913497925 (2.017327129840851) | > loss_feat: 9.581047058105469 (8.435086727142334) | > loss_mel: 15.444747924804688 (14.075008392333984) | > loss_duration: 1.8305343389511108 (1.8048184514045715) | > loss_1: 31.402761459350586 (28.945857048034668)  --> STEP: 3 | > loss_disc: 2.243260622024536 (2.210860093434652) | > loss_disc_real_0: 0.11265946179628372 (0.11604983856280644) | > loss_disc_real_1: 0.20820049941539764 (0.19571317732334137) | > loss_disc_real_2: 0.20944300293922424 (0.21421326200167337) | > loss_disc_real_3: 0.23617605865001678 (0.21472883224487305) | > loss_disc_real_4: 0.22348248958587646 (0.21692882974942526) | > loss_disc_real_5: 0.22045977413654327 (0.20900468031565347) | > loss_0: 2.243260622024536 (2.210860093434652) | > loss_gen: 2.6450915336608887 (2.62410831451416) | > loss_kl: 1.9050096273422241 (1.9798879623413086) | > loss_feat: 8.050904273986816 (8.307025909423828) | > loss_mel: 13.797741889953613 (13.982586224873861) | > loss_duration: 1.8129690885543823 (1.8075353304545085) | > loss_1: 28.211715698242188 (28.701143264770508)  --> STEP: 4 | > loss_disc: 2.263991355895996 (2.224142909049988) | > loss_disc_real_0: 0.1187310442328453 (0.11672013998031616) | > loss_disc_real_1: 0.17880700528621674 (0.1914866343140602) | > loss_disc_real_2: 0.1948455274105072 (0.20937132835388184) | > loss_disc_real_3: 0.20153601467609406 (0.2114306278526783) | > loss_disc_real_4: 0.23723675310611725 (0.22200581058859825) | > loss_disc_real_5: 0.18125607073307037 (0.2020675279200077) | > loss_0: 2.263991355895996 (2.224142909049988) | > loss_gen: 2.5207433700561523 (2.598267078399658) | > loss_kl: 1.8246400356292725 (1.9410759806632996) | > loss_feat: 8.794717788696289 (8.428948879241943) | > loss_mel: 14.225971221923828 (14.043432474136353) | > loss_duration: 1.7584812641143799 (1.7952718138694763) | > loss_1: 29.124555587768555 (28.80699634552002) --> EVAL PERFORMANCE | > avg_loader_time: 0.27902960777282715 (+0.0012352466583251953) | > avg_loss_disc: 2.224142909049988 (-0.10355418920516968) | > avg_loss_disc_real_0: 0.11672013998031616 (-0.005430502817034721) | > avg_loss_disc_real_1: 0.1914866343140602 (-0.09302908182144165) | > avg_loss_disc_real_2: 0.20937132835388184 (-0.018218982964754105) | > avg_loss_disc_real_3: 0.2114306278526783 (-0.0018134377896785736) | > avg_loss_disc_real_4: 0.22200581058859825 (-0.05224531516432762) | > avg_loss_disc_real_5: 0.2020675279200077 (-0.043820686638355255) | > avg_loss_0: 2.224142909049988 (-0.10355418920516968) | > avg_loss_gen: 2.598267078399658 (-0.3222646713256836) | > avg_loss_kl: 1.9410759806632996 (-0.059080809354782104) | > avg_loss_feat: 8.428948879241943 (+0.4671015739440918) | > avg_loss_mel: 14.043432474136353 (+0.7654306888580322) | > avg_loss_duration: 1.7952718138694763 (+0.0003593564033508301) | > avg_loss_1: 28.80699634552002 (+0.8515467643737793)  > EPOCH: 243/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 08:20:37)   --> TIME: 2025-05-10 08:20:49 -- STEP: 12/725 -- GLOBAL_STEP: 222050 | > loss_disc: 2.307544708251953 (2.202673693497976) | > loss_disc_real_0: 0.12027977406978607 (0.13743262737989426) | > loss_disc_real_1: 0.2167317420244217 (0.1940892202158769) | > loss_disc_real_2: 0.19082193076610565 (0.1857458439966043) | > loss_disc_real_3: 0.21240708231925964 (0.20908606549104056) | > loss_disc_real_4: 0.1952362358570099 (0.19166965037584305) | > loss_disc_real_5: 0.17652474343776703 (0.20313205445806184) | > loss_0: 2.307544708251953 (2.202673693497976) | > grad_norm_0: tensor(18.7947, device='cuda:0') (tensor(26.3891, device='cuda:0')) | > loss_gen: 2.546447277069092 (2.7979546586672464) | > loss_kl: 1.7275289297103882 (1.7315638959407806) | > loss_feat: 7.164938449859619 (8.488219181696573) | > loss_mel: 11.79478645324707 (13.748758236567179) | > loss_duration: 1.7179642915725708 (1.6836152772108715) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.9516658782959 (28.450110753377277) | > grad_norm_1: tensor(371.5532, device='cuda:0') (tensor(478.4092, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8339 (0.8358922799428304) | > loader_time: 0.0087 (0.00979393720626831)  --> TIME: 2025-05-10 08:21:32 -- STEP: 62/725 -- GLOBAL_STEP: 222100 | > loss_disc: 2.2694430351257324 (2.2102075084563215) | > loss_disc_real_0: 0.12935441732406616 (0.13893697999658122) | > loss_disc_real_1: 0.1920793354511261 (0.19086384316605906) | > loss_disc_real_2: 0.20374144613742828 (0.19087598520901897) | > loss_disc_real_3: 0.19823874533176422 (0.2070464508668069) | > loss_disc_real_4: 0.18858760595321655 (0.19715688065175088) | > loss_disc_real_5: 0.22860901057720184 (0.20509038096474067) | > loss_0: 2.2694430351257324 (2.2102075084563215) | > grad_norm_0: tensor(16.1098, device='cuda:0') (tensor(25.8803, device='cuda:0')) | > loss_gen: 2.562001943588257 (2.7663228204173422) | > loss_kl: 1.5918900966644287 (1.6708664451875994) | > loss_feat: 7.938908100128174 (8.278872343801684) | > loss_mel: 14.024713516235352 (13.397602312026486) | > loss_duration: 1.7171053886413574 (1.6768560371091288) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.834619522094727 (27.79051996046497) | > grad_norm_1: tensor(591.9474, device='cuda:0') (tensor(514.7007, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8437 (0.8497964797481414) | > loader_time: 0.0102 (0.009972495417441092)  --> TIME: 2025-05-10 08:22:16 -- STEP: 112/725 -- GLOBAL_STEP: 222150 | > loss_disc: 2.3039605617523193 (2.2172139606305525) | > loss_disc_real_0: 0.23943693935871124 (0.13985059483508983) | > loss_disc_real_1: 0.22207891941070557 (0.19219732351068944) | > loss_disc_real_2: 0.1894281506538391 (0.19072085379489828) | > loss_disc_real_3: 0.21720442175865173 (0.20601120192025388) | > loss_disc_real_4: 0.18985401093959808 (0.19641936011612415) | > loss_disc_real_5: 0.2091989815235138 (0.2067768841183612) | > loss_0: 2.3039605617523193 (2.2172139606305525) | > grad_norm_0: tensor(32.9596, device='cuda:0') (tensor(24.6029, device='cuda:0')) | > loss_gen: 2.6587610244750977 (2.7520071800265993) | > loss_kl: 1.5692540407180786 (1.6617098833833421) | > loss_feat: 7.3410539627075195 (8.195542616503575) | > loss_mel: 12.932989120483398 (13.284148829323906) | > loss_duration: 1.6938674449920654 (1.6798681627426828) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.1959228515625 (27.573276656014578) | > grad_norm_1: tensor(635.3831, device='cuda:0') (tensor(503.5408, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8326 (0.8521395325660706) | > loader_time: 0.0101 (0.010023957916668482)  --> TIME: 2025-05-10 08:22:59 -- STEP: 162/725 -- GLOBAL_STEP: 222200 | > loss_disc: 2.2260446548461914 (2.2086358997556896) | > loss_disc_real_0: 0.07431299239397049 (0.14123397808016092) | > loss_disc_real_1: 0.17555715143680573 (0.19106738830422174) | > loss_disc_real_2: 0.17831601202487946 (0.18888489561684332) | > loss_disc_real_3: 0.1960001438856125 (0.20474825376345787) | > loss_disc_real_4: 0.19898578524589539 (0.19617416783247468) | > loss_disc_real_5: 0.16248738765716553 (0.20492180262082887) | > loss_0: 2.2260446548461914 (2.2086358997556896) | > grad_norm_0: tensor(20.9277, device='cuda:0') (tensor(25.8191, device='cuda:0')) | > loss_gen: 2.8172943592071533 (2.7754253929044) | > loss_kl: 1.7039841413497925 (1.6666983660356498) | > loss_feat: 8.800554275512695 (8.29616260528564) | > loss_mel: 14.320713996887207 (13.327510969138439) | > loss_duration: 1.6293026208877563 (1.679656289241932) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.2718505859375 (27.745453622606064) | > grad_norm_1: tensor(571.0724, device='cuda:0') (tensor(501.4423, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8255 (0.8499456658775424) | > loader_time: 0.0096 (0.009972310360567067)  --> TIME: 2025-05-10 08:23:42 -- STEP: 212/725 -- GLOBAL_STEP: 222250 | > loss_disc: 2.3277626037597656 (2.209323071083932) | > loss_disc_real_0: 0.1463574320077896 (0.1405820425529526) | > loss_disc_real_1: 0.20386427640914917 (0.19176069281573563) | > loss_disc_real_2: 0.19950386881828308 (0.18924731388688085) | > loss_disc_real_3: 0.20923373103141785 (0.20488513900705105) | > loss_disc_real_4: 0.21418558061122894 (0.1962598318339519) | > loss_disc_real_5: 0.18555356562137604 (0.20474147831775108) | > loss_0: 2.3277626037597656 (2.209323071083932) | > grad_norm_0: tensor(7.2853, device='cuda:0') (tensor(25.0477, device='cuda:0')) | > loss_gen: 2.586684226989746 (2.7704645080386467) | > loss_kl: 1.603776216506958 (1.6726940218007789) | > loss_feat: 7.306399822235107 (8.263781581284857) | > loss_mel: 12.119165420532227 (13.287584597209715) | > loss_duration: 1.6708650588989258 (1.6787299277647487) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.28689193725586 (27.673254741812652) | > grad_norm_1: tensor(93.4433, device='cuda:0') (tensor(505.0245, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.856 (0.8501243220185334) | > loader_time: 0.0107 (0.009970037442333289)  --> TIME: 2025-05-10 08:24:25 -- STEP: 262/725 -- GLOBAL_STEP: 222300 | > loss_disc: 2.068793296813965 (2.2101318326615185) | > loss_disc_real_0: 0.1324792057275772 (0.1403680588509746) | > loss_disc_real_1: 0.1930842399597168 (0.19215887455084849) | > loss_disc_real_2: 0.1996651440858841 (0.18946352692050786) | > loss_disc_real_3: 0.22302894294261932 (0.20483640968117095) | > loss_disc_real_4: 0.19174817204475403 (0.1964403587670727) | > loss_disc_real_5: 0.19907255470752716 (0.204724142740246) | > loss_0: 2.068793296813965 (2.2101318326615185) | > grad_norm_0: tensor(22.4599, device='cuda:0') (tensor(24.9973, device='cuda:0')) | > loss_gen: 2.9469118118286133 (2.771258039328888) | > loss_kl: 1.803898572921753 (1.6808222686971417) | > loss_feat: 8.883018493652344 (8.28268002189752) | > loss_mel: 14.339300155639648 (13.308468039709194) | > loss_duration: 1.6604523658752441 (1.6790440023400401) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.633581161499023 (27.722272399727625) | > grad_norm_1: tensor(709.4835, device='cuda:0') (tensor(506.1790, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8725 (0.8485334520121567) | > loader_time: 0.0096 (0.009931136633603625)  --> TIME: 2025-05-10 08:25:08 -- STEP: 312/725 -- GLOBAL_STEP: 222350 | > loss_disc: 2.157078504562378 (2.2135801620972453) | > loss_disc_real_0: 0.10914287716150284 (0.14044687342949416) | > loss_disc_real_1: 0.20939013361930847 (0.19255939264519095) | > loss_disc_real_2: 0.17727768421173096 (0.1903132404176853) | > loss_disc_real_3: 0.23294270038604736 (0.20499729651671186) | > loss_disc_real_4: 0.18183279037475586 (0.19690929195628717) | > loss_disc_real_5: 0.15929217636585236 (0.20469736522780005) | > loss_0: 2.157078504562378 (2.2135801620972453) | > grad_norm_0: tensor(21.4308, device='cuda:0') (tensor(24.9433, device='cuda:0')) | > loss_gen: 2.6853113174438477 (2.7699964810640387) | > loss_kl: 1.6606775522232056 (1.682899837692578) | > loss_feat: 8.770212173461914 (8.268074460518662) | > loss_mel: 13.78648853302002 (13.306756511712686) | > loss_duration: 1.680857539176941 (1.6785284750736669) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.583547592163086 (27.70625578440152) | > grad_norm_1: tensor(686.1555, device='cuda:0') (tensor(505.4809, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8427 (0.8479724839711799) | > loader_time: 0.0096 (0.009876530904036299)  --> TIME: 2025-05-10 08:25:52 -- STEP: 362/725 -- GLOBAL_STEP: 222400 | > loss_disc: 2.2654237747192383 (2.2119675739694022) | > loss_disc_real_0: 0.14511966705322266 (0.13992606650893882) | > loss_disc_real_1: 0.19248223304748535 (0.19222660593235694) | > loss_disc_real_2: 0.21000529825687408 (0.1899008199325583) | > loss_disc_real_3: 0.23836436867713928 (0.2049851420422944) | > loss_disc_real_4: 0.22670765221118927 (0.19695056114572193) | > loss_disc_real_5: 0.22659353911876678 (0.20478706514637765) | > loss_0: 2.2654237747192383 (2.2119675739694022) | > grad_norm_0: tensor(22.0636, device='cuda:0') (tensor(24.4600, device='cuda:0')) | > loss_gen: 2.763625144958496 (2.767512637607301) | > loss_kl: 2.0246877670288086 (1.6917037670783568) | > loss_feat: 7.685172080993652 (8.260535071567936) | > loss_mel: 12.964597702026367 (13.304237118083469) | > loss_duration: 1.6234543323516846 (1.6776252194662773) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.061538696289062 (27.701613816108487) | > grad_norm_1: tensor(565.3644, device='cuda:0') (tensor(502.0453, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8286 (0.8495110635599377) | > loader_time: 0.0102 (0.009854920002636982)  --> TIME: 2025-05-10 08:26:34 -- STEP: 412/725 -- GLOBAL_STEP: 222450 | > loss_disc: 2.0095298290252686 (2.208714839902894) | > loss_disc_real_0: 0.08854252099990845 (0.13965607139743091) | > loss_disc_real_1: 0.16702768206596375 (0.19194791505782352) | > loss_disc_real_2: 0.17748603224754333 (0.18927059601088175) | > loss_disc_real_3: 0.20270729064941406 (0.20481299985091664) | > loss_disc_real_4: 0.19319790601730347 (0.19682111493447454) | > loss_disc_real_5: 0.16204151511192322 (0.20446597325425697) | > loss_0: 2.0095298290252686 (2.208714839902894) | > grad_norm_0: tensor(11.4637, device='cuda:0') (tensor(24.6651, device='cuda:0')) | > loss_gen: 3.139397621154785 (2.772047329296186) | > loss_kl: 1.5804696083068848 (1.6985281723216894) | > loss_feat: 9.63021183013916 (8.284327288275783) | > loss_mel: 14.304292678833008 (13.322996662658396) | > loss_duration: 1.6858309507369995 (1.6779964120642648) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.3402042388916 (27.755895883134265) | > grad_norm_1: tensor(523.1756, device='cuda:0') (tensor(506.8650, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8437 (0.8487970603322519) | > loader_time: 0.0095 (0.009843348878101234)  --> TIME: 2025-05-10 08:27:17 -- STEP: 462/725 -- GLOBAL_STEP: 222500 | > loss_disc: 2.2345170974731445 (2.21054519822587) | > loss_disc_real_0: 0.13536706566810608 (0.13943340577733485) | > loss_disc_real_1: 0.20149624347686768 (0.19218676272795834) | > loss_disc_real_2: 0.18603193759918213 (0.18953599596952467) | > loss_disc_real_3: 0.25114312767982483 (0.20502332046434477) | > loss_disc_real_4: 0.212310329079628 (0.19706922995321682) | > loss_disc_real_5: 0.2219579666852951 (0.2048172395337711) | > loss_0: 2.2345170974731445 (2.21054519822587) | > grad_norm_0: tensor(11.4739, device='cuda:0') (tensor(24.5227, device='cuda:0')) | > loss_gen: 2.75240421295166 (2.771621728872324) | > loss_kl: 1.6482173204421997 (1.70602084186686) | > loss_feat: 8.56528091430664 (8.291533882999834) | > loss_mel: 12.998342514038086 (13.339661016092672) | > loss_duration: 1.6996172666549683 (1.6782457712408778) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.663862228393555 (27.78708326661741) | > grad_norm_1: tensor(251.6792, device='cuda:0') (tensor(502.2926, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.7843 (0.8478869819021843) | > loader_time: 0.0095 (0.009819661900078576)  --> TIME: 2025-05-10 08:28:00 -- STEP: 512/725 -- GLOBAL_STEP: 222550 | > loss_disc: 2.113874673843384 (2.2099929000250977) | > loss_disc_real_0: 0.15434113144874573 (0.1393461607804058) | > loss_disc_real_1: 0.20935828983783722 (0.1921176485193428) | > loss_disc_real_2: 0.182913675904274 (0.18955288390861827) | > loss_disc_real_3: 0.1816156506538391 (0.2047953806759324) | > loss_disc_real_4: 0.19932307302951813 (0.19730123481713238) | > loss_disc_real_5: 0.17766860127449036 (0.2046982047904748) | > loss_0: 2.113874673843384 (2.2099929000250977) | > grad_norm_0: tensor(32.2393, device='cuda:0') (tensor(24.5832, device='cuda:0')) | > loss_gen: 2.974472761154175 (2.76993448426947) | > loss_kl: 1.880233645439148 (1.7074777665548022) | > loss_feat: 8.691956520080566 (8.276624112389982) | > loss_mel: 12.637513160705566 (13.322692224755883) | > loss_duration: 1.636338472366333 (1.6787948724813755) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.820514678955078 (27.755523484200236) | > grad_norm_1: tensor(566.6357, device='cuda:0') (tensor(504.4823, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8387 (0.8468752009794115) | > loader_time: 0.0094 (0.009815189521759745)  --> TIME: 2025-05-10 08:28:43 -- STEP: 562/725 -- GLOBAL_STEP: 222600 | > loss_disc: 2.2221596240997314 (2.207311046081079) | > loss_disc_real_0: 0.13993056118488312 (0.138878241446519) | > loss_disc_real_1: 0.21547968685626984 (0.19185622057668686) | > loss_disc_real_2: 0.19155634939670563 (0.18932651667408248) | > loss_disc_real_3: 0.20656050741672516 (0.20467789399560232) | > loss_disc_real_4: 0.20440812408924103 (0.1970559942711715) | > loss_disc_real_5: 0.20829454064369202 (0.2045817137612991) | > loss_0: 2.2221596240997314 (2.207311046081079) | > grad_norm_0: tensor(17.8235, device='cuda:0') (tensor(24.7648, device='cuda:0')) | > loss_gen: 2.819406270980835 (2.7736070279124796) | > loss_kl: 2.0223770141601562 (1.7179308894266012) | > loss_feat: 7.853766918182373 (8.299892398386238) | > loss_mel: 12.281421661376953 (13.340394486736148) | > loss_duration: 1.6383750438690186 (1.6787019361380577) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.615346908569336 (27.810526746023584) | > grad_norm_1: tensor(386.3978, device='cuda:0') (tensor(509.6056, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8783 (0.8464753156879196) | > loader_time: 0.0095 (0.009808333743085216)  --> TIME: 2025-05-10 08:29:26 -- STEP: 612/725 -- GLOBAL_STEP: 222650 | > loss_disc: 2.2254583835601807 (2.2065428507094267) | > loss_disc_real_0: 0.16468285024166107 (0.1385192250455518) | > loss_disc_real_1: 0.1799958497285843 (0.1919620191203613) | > loss_disc_real_2: 0.215598464012146 (0.189485974293324) | > loss_disc_real_3: 0.21945099532604218 (0.20486293246153914) | > loss_disc_real_4: 0.21183574199676514 (0.1971317233846468) | > loss_disc_real_5: 0.20667704939842224 (0.20445559984620879) | > loss_0: 2.2254583835601807 (2.2065428507094267) | > grad_norm_0: tensor(36.6328, device='cuda:0') (tensor(24.7141, device='cuda:0')) | > loss_gen: 2.676419734954834 (2.772337700027267) | > loss_kl: 1.7657219171524048 (1.7250489826295898) | > loss_feat: 7.714694023132324 (8.290756619833656) | > loss_mel: 13.203778266906738 (13.324098091499474) | > loss_duration: 1.6238590478897095 (1.678464626175126) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.984474182128906 (27.790706020554673) | > grad_norm_1: tensor(519.1186, device='cuda:0') (tensor(513.5055, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8112 (0.8466791868988989) | > loader_time: 0.0088 (0.009777256476333714)  --> TIME: 2025-05-10 08:30:09 -- STEP: 662/725 -- GLOBAL_STEP: 222700 | > loss_disc: 2.3484885692596436 (2.205352021848326) | > loss_disc_real_0: 0.19249024987220764 (0.1385274524167407) | > loss_disc_real_1: 0.21721604466438293 (0.19183504932596612) | > loss_disc_real_2: 0.21198630332946777 (0.18939740548411169) | > loss_disc_real_3: 0.1987733542919159 (0.20464004011222603) | > loss_disc_real_4: 0.16443543136119843 (0.19698154422091566) | > loss_disc_real_5: 0.24512800574302673 (0.20430037075389187) | > loss_0: 2.3484885692596436 (2.205352021848326) | > grad_norm_0: tensor(36.3942, device='cuda:0') (tensor(24.9512, device='cuda:0')) | > loss_gen: 2.7481350898742676 (2.775222689363532) | > loss_kl: 1.9337873458862305 (1.7267810826575294) | > loss_feat: 7.8608551025390625 (8.296934202718601) | > loss_mel: 12.875378608703613 (13.335324476132575) | > loss_duration: 1.7034565210342407 (1.678947395608504) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.121612548828125 (27.81320983909767) | > grad_norm_1: tensor(443.4574, device='cuda:0') (tensor(518.9707, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8582 (0.8464958570514924) | > loader_time: 0.0099 (0.009749580726162542)  --> TIME: 2025-05-10 08:30:52 -- STEP: 712/725 -- GLOBAL_STEP: 222750 | > loss_disc: 2.185175657272339 (2.207431224959621) | > loss_disc_real_0: 0.12573225796222687 (0.13867276514555985) | > loss_disc_real_1: 0.20000781118869781 (0.19206945213039278) | > loss_disc_real_2: 0.2075418382883072 (0.1897005987133873) | > loss_disc_real_3: 0.2182394415140152 (0.20474836456306864) | > loss_disc_real_4: 0.19376550614833832 (0.19723774421583393) | > loss_disc_real_5: 0.20512062311172485 (0.2043628753947743) | > loss_0: 2.185175657272339 (2.207431224959621) | > grad_norm_0: tensor(22.2872, device='cuda:0') (tensor(24.8485, device='cuda:0')) | > loss_gen: 2.8033010959625244 (2.7715855023164435) | > loss_kl: 1.7996854782104492 (1.7267777795872) | > loss_feat: 8.726543426513672 (8.279809517137137) | > loss_mel: 13.220382690429688 (13.318541343292488) | > loss_duration: 1.679472804069519 (1.6786566788560886) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.229385375976562 (27.77537082018476) | > grad_norm_1: tensor(493.7961, device='cuda:0') (tensor(516.4286, device='cuda:0')) | > current_lr_0: 0.00019401596858163137 | > current_lr_1: 0.00019401596858163137 | > step_time: 0.8076 (0.8467046457729985) | > loader_time: 0.0091 (0.00975698734937089)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1977105140686035 (2.1977105140686035) | > loss_disc_real_0: 0.11263669282197952 (0.11263669282197952) | > loss_disc_real_1: 0.1954878717660904 (0.1954878717660904) | > loss_disc_real_2: 0.20634736120700836 (0.20634736120700836) | > loss_disc_real_3: 0.23960387706756592 (0.23960387706756592) | > loss_disc_real_4: 0.24465806782245636 (0.24465806782245636) | > loss_disc_real_5: 0.21842801570892334 (0.21842801570892334) | > loss_0: 2.1977105140686035 (2.1977105140686035) | > loss_gen: 2.820673942565918 (2.820673942565918) | > loss_kl: 2.2835853099823 (2.2835853099823) | > loss_feat: 8.812159538269043 (8.812159538269043) | > loss_mel: 14.71788215637207 (14.71788215637207) | > loss_duration: 1.6983141899108887 (1.6983141899108887) | > loss_1: 30.33261489868164 (30.33261489868164)  --> STEP: 1 | > loss_disc: 2.2171998023986816 (2.2171998023986816) | > loss_disc_real_0: 0.1229657381772995 (0.1229657381772995) | > loss_disc_real_1: 0.18853473663330078 (0.18853473663330078) | > loss_disc_real_2: 0.22032994031906128 (0.22032994031906128) | > loss_disc_real_3: 0.22801901400089264 (0.22801901400089264) | > loss_disc_real_4: 0.23435047268867493 (0.23435047268867493) | > loss_disc_real_5: 0.22873347997665405 (0.22873347997665405) | > loss_0: 2.2171998023986816 (2.2171998023986816) | > loss_gen: 2.720088243484497 (2.720088243484497) | > loss_kl: 2.078225612640381 (2.078225612640381) | > loss_feat: 6.953135967254639 (6.953135967254639) | > loss_mel: 12.795459747314453 (12.795459747314453) | > loss_duration: 1.7856110334396362 (1.7856110334396362) | > loss_1: 26.33251953125 (26.33251953125)  --> STEP: 2 | > loss_disc: 2.1148428916931152 (2.1660213470458984) | > loss_disc_real_0: 0.11169014871120453 (0.11732794344425201) | > loss_disc_real_1: 0.17651449143886566 (0.18252461403608322) | > loss_disc_real_2: 0.19371384382247925 (0.20702189207077026) | > loss_disc_real_3: 0.22890660166740417 (0.2284628078341484) | > loss_disc_real_4: 0.23931752145290375 (0.23683399707078934) | > loss_disc_real_5: 0.18858428299427032 (0.2086588814854622) | > loss_0: 2.1148428916931152 (2.1660213470458984) | > loss_gen: 2.84720516204834 (2.7836467027664185) | > loss_kl: 2.0090811252593994 (2.04365336894989) | > loss_feat: 8.876054763793945 (7.914595365524292) | > loss_mel: 14.327329635620117 (13.561394691467285) | > loss_duration: 1.833571195602417 (1.8095911145210266) | > loss_1: 29.893239974975586 (28.112879753112793)  --> STEP: 3 | > loss_disc: 2.23112416267395 (2.1877222855885825) | > loss_disc_real_0: 0.11936163157224655 (0.11800583948691686) | > loss_disc_real_1: 0.2079795002937317 (0.19100957612196603) | > loss_disc_real_2: 0.2021956592798233 (0.20541314780712128) | > loss_disc_real_3: 0.2481440305709839 (0.23502321541309357) | > loss_disc_real_4: 0.21930180490016937 (0.23098993301391602) | > loss_disc_real_5: 0.21973928809165955 (0.21235235035419464) | > loss_0: 2.23112416267395 (2.1877222855885825) | > loss_gen: 2.804874897003174 (2.7907227675120034) | > loss_kl: 1.9319007396697998 (2.0064024925231934) | > loss_feat: 8.382726669311523 (8.07063913345337) | > loss_mel: 13.391481399536133 (13.504756927490234) | > loss_duration: 1.7924035787582397 (1.803861935933431) | > loss_1: 28.303386688232422 (28.176382064819336)  --> STEP: 4 | > loss_disc: 2.1338653564453125 (2.174258053302765) | > loss_disc_real_0: 0.10191043466329575 (0.11398198828101158) | > loss_disc_real_1: 0.2337220311164856 (0.20168768987059593) | > loss_disc_real_2: 0.179800882935524 (0.19901008158922195) | > loss_disc_real_3: 0.24764305353164673 (0.23817817494273186) | > loss_disc_real_4: 0.2420344352722168 (0.2337510585784912) | > loss_disc_real_5: 0.22664514183998108 (0.21592554822564125) | > loss_0: 2.1338653564453125 (2.174258053302765) | > loss_gen: 2.978458881378174 (2.837656795978546) | > loss_kl: 2.2710604667663574 (2.0725669860839844) | > loss_feat: 9.259927749633789 (8.367961287498474) | > loss_mel: 15.222461700439453 (13.934183120727539) | > loss_duration: 1.7479276657104492 (1.7898783683776855) | > loss_1: 31.479835510253906 (29.00224542617798) --> EVAL PERFORMANCE | > avg_loader_time: 0.2799617052078247 (+0.0009320974349975586) | > avg_loss_disc: 2.174258053302765 (-0.0498848557472229) | > avg_loss_disc_real_0: 0.11398198828101158 (-0.0027381516993045807) | > avg_loss_disc_real_1: 0.20168768987059593 (+0.01020105555653572) | > avg_loss_disc_real_2: 0.19901008158922195 (-0.010361246764659882) | > avg_loss_disc_real_3: 0.23817817494273186 (+0.02674754709005356) | > avg_loss_disc_real_4: 0.2337510585784912 (+0.01174524798989296) | > avg_loss_disc_real_5: 0.21592554822564125 (+0.013858020305633545) | > avg_loss_0: 2.174258053302765 (-0.0498848557472229) | > avg_loss_gen: 2.837656795978546 (+0.23938971757888794) | > avg_loss_kl: 2.0725669860839844 (+0.13149100542068481) | > avg_loss_feat: 8.367961287498474 (-0.06098759174346924) | > avg_loss_mel: 13.934183120727539 (-0.10924935340881348) | > avg_loss_duration: 1.7898783683776855 (-0.0053934454917907715) | > avg_loss_1: 29.00224542617798 (+0.19524908065795898)  > EPOCH: 244/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 08:31:09)   --> TIME: 2025-05-10 08:31:43 -- STEP: 37/725 -- GLOBAL_STEP: 222800 | > loss_disc: 2.3114728927612305 (2.243266827351338) | > loss_disc_real_0: 0.15821529924869537 (0.1485590566251729) | > loss_disc_real_1: 0.20328617095947266 (0.19679299842666936) | > loss_disc_real_2: 0.19493108987808228 (0.19251950769811063) | > loss_disc_real_3: 0.19443875551223755 (0.2067164355838621) | > loss_disc_real_4: 0.18206773698329926 (0.19646436257942304) | > loss_disc_real_5: 0.19581793248653412 (0.20340136096284195) | > loss_0: 2.3114728927612305 (2.243266827351338) | > grad_norm_0: tensor(29.9958, device='cuda:0') (tensor(26.8361, device='cuda:0')) | > loss_gen: 2.600637197494507 (2.732488020046337) | > loss_kl: 1.7230805158615112 (1.7389634493234996) | > loss_feat: 7.52470588684082 (8.044252485842316) | > loss_mel: 11.598566055297852 (12.897481248185441) | > loss_duration: 1.6672171354293823 (1.6780125289349943) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.114206314086914 (27.09119760667956) | > grad_norm_1: tensor(471.5327, device='cuda:0') (tensor(483.0112, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8597 (0.8553276062011719) | > loader_time: 0.0097 (0.009810370367926518)  --> TIME: 2025-05-10 08:32:27 -- STEP: 87/725 -- GLOBAL_STEP: 222850 | > loss_disc: 2.1179251670837402 (2.2273264808216306) | > loss_disc_real_0: 0.14432135224342346 (0.14267368811642986) | > loss_disc_real_1: 0.19292137026786804 (0.19466993109933262) | > loss_disc_real_2: 0.19025978446006775 (0.19098755460360956) | > loss_disc_real_3: 0.17843614518642426 (0.2057185436802349) | > loss_disc_real_4: 0.18278548121452332 (0.1976766939135804) | > loss_disc_real_5: 0.23580627143383026 (0.20466806885154767) | > loss_0: 2.1179251670837402 (2.2273264808216306) | > grad_norm_0: tensor(41.7148, device='cuda:0') (tensor(25.8827, device='cuda:0')) | > loss_gen: 3.007596254348755 (2.7561603304983557) | > loss_kl: 1.759271264076233 (1.7314858203646781) | > loss_feat: 9.917375564575195 (8.11880091963143) | > loss_mel: 14.9805908203125 (12.973394799506528) | > loss_duration: 1.6621310710906982 (1.6804087943044201) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.32696533203125 (27.260250617717876) | > grad_norm_1: tensor(837.5317, device='cuda:0') (tensor(515.3605, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8203 (0.8531200611728361) | > loader_time: 0.0095 (0.009863872637693909)  --> TIME: 2025-05-10 08:33:10 -- STEP: 137/725 -- GLOBAL_STEP: 222900 | > loss_disc: 2.2939934730529785 (2.216667286670991) | > loss_disc_real_0: 0.11242754012346268 (0.14045648081024203) | > loss_disc_real_1: 0.18843115866184235 (0.19260922041687653) | > loss_disc_real_2: 0.19007009267807007 (0.1897971084083084) | > loss_disc_real_3: 0.21990306675434113 (0.2053065121608929) | > loss_disc_real_4: 0.1818280965089798 (0.19695015958625908) | > loss_disc_real_5: 0.18506960570812225 (0.20467305629357804) | > loss_0: 2.2939934730529785 (2.216667286670991) | > grad_norm_0: tensor(16.0957, device='cuda:0') (tensor(25.6514, device='cuda:0')) | > loss_gen: 2.6119844913482666 (2.7662563289168975) | > loss_kl: 1.7426846027374268 (1.7388966692625172) | > loss_feat: 7.537390232086182 (8.246772870530176) | > loss_mel: 11.512821197509766 (13.123107248849243) | > loss_duration: 1.6485192775726318 (1.6803992473296003) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.05340003967285 (27.55543238229125) | > grad_norm_1: tensor(363.8171, device='cuda:0') (tensor(520.7138, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8243 (0.851215519174172) | > loader_time: 0.0093 (0.009854111358197064)  --> TIME: 2025-05-10 08:33:53 -- STEP: 187/725 -- GLOBAL_STEP: 222950 | > loss_disc: 2.1468162536621094 (2.2124295910411953) | > loss_disc_real_0: 0.13948316872119904 (0.13988671782501225) | > loss_disc_real_1: 0.19103826582431793 (0.19169699388710576) | > loss_disc_real_2: 0.18783190846443176 (0.18898276490642424) | > loss_disc_real_3: 0.17529049515724182 (0.20507082119982512) | > loss_disc_real_4: 0.1638830453157425 (0.1974452500515443) | > loss_disc_real_5: 0.19851790368556976 (0.20451880258353636) | > loss_0: 2.1468162536621094 (2.2124295910411953) | > grad_norm_0: tensor(25.8408, device='cuda:0') (tensor(25.5456, device='cuda:0')) | > loss_gen: 2.8122310638427734 (2.77165428457413) | > loss_kl: 1.8981367349624634 (1.7351417707249444) | > loss_feat: 8.772012710571289 (8.273061905315219) | > loss_mel: 14.448410987854004 (13.179577210370237) | > loss_duration: 1.6908860206604004 (1.6811003876242407) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.62167739868164 (27.64053558920794) | > grad_norm_1: tensor(637.7535, device='cuda:0') (tensor(529.0707, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8411 (0.850472055016992) | > loader_time: 0.0108 (0.00990843517895051)  --> TIME: 2025-05-10 08:34:36 -- STEP: 237/725 -- GLOBAL_STEP: 223000 | > loss_disc: 2.25823974609375 (2.212806015577997) | > loss_disc_real_0: 0.11484739929437637 (0.13993824870651772) | > loss_disc_real_1: 0.23159682750701904 (0.19193340586459087) | > loss_disc_real_2: 0.20976661145687103 (0.1884558312752076) | > loss_disc_real_3: 0.21332398056983948 (0.20509198509188142) | > loss_disc_real_4: 0.20076929032802582 (0.19707862095993783) | > loss_disc_real_5: 0.234863743185997 (0.20471372433352572) | > loss_0: 2.25823974609375 (2.212806015577997) | > grad_norm_0: tensor(11.9941, device='cuda:0') (tensor(24.8825, device='cuda:0')) | > loss_gen: 2.8161754608154297 (2.7647679747408445) | > loss_kl: 1.9248911142349243 (1.7301041999446691) | > loss_feat: 8.467611312866211 (8.249494379582789) | > loss_mel: 13.411418914794922 (13.135223348432456) | > loss_duration: 1.6836096048355103 (1.6804684621875297) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.3037052154541 (27.56005832816981) | > grad_norm_1: tensor(159.9228, device='cuda:0') (tensor(511.5310, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8297 (0.8517238268872354) | > loader_time: 0.009 (0.009916570116196) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_223000.pth  --> TIME: 2025-05-10 08:35:22 -- STEP: 287/725 -- GLOBAL_STEP: 223050 | > loss_disc: 2.2888336181640625 (2.2168068079998244) | > loss_disc_real_0: 0.10453899204730988 (0.14020457043464998) | > loss_disc_real_1: 0.21095755696296692 (0.19210376042729888) | > loss_disc_real_2: 0.2197272777557373 (0.18904028936753295) | > loss_disc_real_3: 0.21063624322414398 (0.20528077155040117) | > loss_disc_real_4: 0.19568981230258942 (0.19722680005046964) | > loss_disc_real_5: 0.2202516347169876 (0.20615400893139924) | > loss_0: 2.2888336181640625 (2.2168068079998244) | > grad_norm_0: tensor(24.2314, device='cuda:0') (tensor(24.6127, device='cuda:0')) | > loss_gen: 2.608534812927246 (2.7588832893438036) | > loss_kl: 1.8847490549087524 (1.7255306248050115) | > loss_feat: 7.32834529876709 (8.217214918302744) | > loss_mel: 12.449002265930176 (13.10350255600667) | > loss_duration: 1.6863555908203125 (1.6809309899599294) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.956989288330078 (27.486062338958625) | > grad_norm_1: tensor(601.1130, device='cuda:0') (tensor(503.6194, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8176 (0.8525190162326401) | > loader_time: 0.0099 (0.009935962198503338)  --> TIME: 2025-05-10 08:36:05 -- STEP: 337/725 -- GLOBAL_STEP: 223100 | > loss_disc: 2.2404465675354004 (2.2141059385916586) | > loss_disc_real_0: 0.14824171364307404 (0.1396693974202746) | > loss_disc_real_1: 0.18851996958255768 (0.19207386548688932) | > loss_disc_real_2: 0.16924703121185303 (0.1888176352227831) | > loss_disc_real_3: 0.2041609287261963 (0.20521876861504348) | > loss_disc_real_4: 0.22078140079975128 (0.19709676367062143) | > loss_disc_real_5: 0.19294746220111847 (0.20591736803776434) | > loss_0: 2.2404465675354004 (2.2141059385916586) | > grad_norm_0: tensor(35.3309, device='cuda:0') (tensor(24.7259, device='cuda:0')) | > loss_gen: 2.7151572704315186 (2.7627902377606843) | > loss_kl: 1.7822372913360596 (1.7254416220973434) | > loss_feat: 7.791534900665283 (8.251303313393972) | > loss_mel: 12.193565368652344 (13.13069796349953) | > loss_duration: 1.681152105331421 (1.6805918213167952) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.163646697998047 (27.550824926585744) | > grad_norm_1: tensor(681.9173, device='cuda:0') (tensor(503.6668, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8563 (0.8521240196171429) | > loader_time: 0.0098 (0.010029052768333725)  --> TIME: 2025-05-10 08:36:49 -- STEP: 387/725 -- GLOBAL_STEP: 223150 | > loss_disc: 2.1791796684265137 (2.214644044560668) | > loss_disc_real_0: 0.13798321783542633 (0.13941660099867395) | > loss_disc_real_1: 0.18331728875637054 (0.19218559120360582) | > loss_disc_real_2: 0.19782453775405884 (0.18857041833012603) | > loss_disc_real_3: 0.21900826692581177 (0.20527851119521975) | > loss_disc_real_4: 0.20739160478115082 (0.1976032472319074) | > loss_disc_real_5: 0.21656402945518494 (0.20643360770333952) | > loss_0: 2.1791796684265137 (2.214644044560668) | > grad_norm_0: tensor(33.2399, device='cuda:0') (tensor(24.2091, device='cuda:0')) | > loss_gen: 2.8341078758239746 (2.7596487863427304) | > loss_kl: 1.5263458490371704 (1.7270098936958211) | > loss_feat: 8.312140464782715 (8.232395153637086) | > loss_mel: 13.321639060974121 (13.10983677551112) | > loss_duration: 1.768096685409546 (1.6813970533144256) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.762331008911133 (27.510287642170898) | > grad_norm_1: tensor(675.2855, device='cuda:0') (tensor(497.6703, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8729 (0.8521731201684444) | > loader_time: 0.012 (0.010107981758216242)  --> TIME: 2025-05-10 08:37:32 -- STEP: 437/725 -- GLOBAL_STEP: 223200 | > loss_disc: 2.2708427906036377 (2.21398165460582) | > loss_disc_real_0: 0.11270380765199661 (0.13958727791734907) | > loss_disc_real_1: 0.18961766362190247 (0.1922053510591695) | > loss_disc_real_2: 0.18537637591362 (0.18844587998613885) | > loss_disc_real_3: 0.22230282425880432 (0.20528431765274816) | > loss_disc_real_4: 0.22077350318431854 (0.19750823118048352) | > loss_disc_real_5: 0.18087445199489594 (0.20600014324864752) | > loss_0: 2.2708427906036377 (2.21398165460582) | > grad_norm_0: tensor(14.8688, device='cuda:0') (tensor(24.3697, device='cuda:0')) | > loss_gen: 2.6753830909729004 (2.7621725265712445) | > loss_kl: 1.7190349102020264 (1.7240486657864984) | > loss_feat: 7.640878200531006 (8.246354163102213) | > loss_mel: 12.554933547973633 (13.130618728271067) | > loss_duration: 1.636061191558838 (1.6811501385145382) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.226289749145508 (27.54434418841957) | > grad_norm_1: tensor(283.0859, device='cuda:0') (tensor(499.6199, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8663 (0.8513018675745215) | > loader_time: 0.0108 (0.010194835728311426)  --> TIME: 2025-05-10 08:38:15 -- STEP: 487/725 -- GLOBAL_STEP: 223250 | > loss_disc: 2.24491810798645 (2.215115575574995) | > loss_disc_real_0: 0.16053485870361328 (0.1398776279307244) | > loss_disc_real_1: 0.18634837865829468 (0.19263316736818586) | > loss_disc_real_2: 0.18916292488574982 (0.1887840807621484) | > loss_disc_real_3: 0.22581492364406586 (0.2052438425577152) | > loss_disc_real_4: 0.2112860232591629 (0.1973813051315794) | > loss_disc_real_5: 0.2323516607284546 (0.2059072549215822) | > loss_0: 2.24491810798645 (2.215115575574995) | > grad_norm_0: tensor(33.4283, device='cuda:0') (tensor(24.3959, device='cuda:0')) | > loss_gen: 2.80895733833313 (2.760867873256457) | > loss_kl: 1.5927276611328125 (1.7216372017498132) | > loss_feat: 8.170767784118652 (8.24041869948777) | > loss_mel: 12.78294563293457 (13.144758849173357) | > loss_duration: 1.6760767698287964 (1.6818599233392326) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.031475067138672 (27.54954251126831) | > grad_norm_1: tensor(736.4843, device='cuda:0') (tensor(502.4219, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8054 (0.8512748203238423) | > loader_time: 0.0103 (0.010291086330061327)  --> TIME: 2025-05-10 08:38:58 -- STEP: 537/725 -- GLOBAL_STEP: 223300 | > loss_disc: 2.1772143840789795 (2.216855949085739) | > loss_disc_real_0: 0.154897540807724 (0.14033167044765676) | > loss_disc_real_1: 0.16809524595737457 (0.19269799042902402) | > loss_disc_real_2: 0.1969570815563202 (0.18916344592691134) | > loss_disc_real_3: 0.19823145866394043 (0.20520243847836328) | > loss_disc_real_4: 0.18248218297958374 (0.19750573945334068) | > loss_disc_real_5: 0.1975536197423935 (0.206111130601201) | > loss_0: 2.1772143840789795 (2.216855949085739) | > grad_norm_0: tensor(40.6096, device='cuda:0') (tensor(24.5230, device='cuda:0')) | > loss_gen: 2.8129513263702393 (2.7607927273549637) | > loss_kl: 1.5729680061340332 (1.7218387226818659) | > loss_feat: 9.44092845916748 (8.243672294545668) | > loss_mel: 14.001832008361816 (13.164648668726064) | > loss_duration: 1.6908948421478271 (1.6820000097072325) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.519575119018555 (27.572952394822895) | > grad_norm_1: tensor(624.7731, device='cuda:0') (tensor(502.5228, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.851 (0.8512463662877429) | > loader_time: 0.0098 (0.010357928675646218)  --> TIME: 2025-05-10 08:39:42 -- STEP: 587/725 -- GLOBAL_STEP: 223350 | > loss_disc: 2.2190799713134766 (2.2171307203107626) | > loss_disc_real_0: 0.1776222437620163 (0.1404086339209716) | > loss_disc_real_1: 0.1926155686378479 (0.19293900032161243) | > loss_disc_real_2: 0.17308419942855835 (0.1892588565306932) | > loss_disc_real_3: 0.2264096885919571 (0.2052748311926599) | > loss_disc_real_4: 0.21323704719543457 (0.1975797567852921) | > loss_disc_real_5: 0.27734845876693726 (0.2058480923941432) | > loss_0: 2.2190799713134766 (2.2171307203107626) | > grad_norm_0: tensor(35.9615, device='cuda:0') (tensor(24.4300, device='cuda:0')) | > loss_gen: 3.0035648345947266 (2.7610851162743137) | > loss_kl: 1.6158044338226318 (1.72012489008538) | > loss_feat: 8.574187278747559 (8.245471727705903) | > loss_mel: 13.700916290283203 (13.166450497238968) | > loss_duration: 1.665833830833435 (1.681539845019833) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.560306549072266 (27.574672055609987) | > grad_norm_1: tensor(558.7621, device='cuda:0') (tensor(499.2317, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8626 (0.851137106828836) | > loader_time: 0.0152 (0.0104208508382664)  --> TIME: 2025-05-10 08:40:25 -- STEP: 637/725 -- GLOBAL_STEP: 223400 | > loss_disc: 2.3020200729370117 (2.217206406630749) | > loss_disc_real_0: 0.2444922924041748 (0.14062204782732612) | > loss_disc_real_1: 0.207526296377182 (0.19293151082386212) | > loss_disc_real_2: 0.2349386066198349 (0.18934578849719125) | > loss_disc_real_3: 0.20841071009635925 (0.2054815229899842) | > loss_disc_real_4: 0.19588260352611542 (0.1972458207485628) | > loss_disc_real_5: 0.207647904753685 (0.2057330850014693) | > loss_0: 2.3020200729370117 (2.217206406630749) | > grad_norm_0: tensor(42.8275, device='cuda:0') (tensor(24.4952, device='cuda:0')) | > loss_gen: 2.7397217750549316 (2.7615071076613225) | > loss_kl: 1.773550271987915 (1.7192811969685222) | > loss_feat: 7.908412456512451 (8.245118646457026) | > loss_mel: 12.825030326843262 (13.171132294312015) | > loss_duration: 1.635842204093933 (1.681180061126242) | > amp_scaler: 256.0 (256.8037676609106) | > loss_1: 26.88255500793457 (27.578219295483738) | > grad_norm_1: tensor(535.5377, device='cuda:0') (tensor(498.4585, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8493 (0.8511631634770608) | > loader_time: 0.0097 (0.010463862067301941)  --> TIME: 2025-05-10 08:41:08 -- STEP: 687/725 -- GLOBAL_STEP: 223450 | > loss_disc: 2.111788749694824 (2.2158113855114836) | > loss_disc_real_0: 0.10161677747964859 (0.1402284774978088) | > loss_disc_real_1: 0.21055668592453003 (0.19272304364253687) | > loss_disc_real_2: 0.18114188313484192 (0.1893301398603157) | > loss_disc_real_3: 0.17909781634807587 (0.20531434898726977) | > loss_disc_real_4: 0.17746573686599731 (0.19724293348136782) | > loss_disc_real_5: 0.18375328183174133 (0.20564533570534616) | > loss_0: 2.111788749694824 (2.2158113855114836) | > grad_norm_0: tensor(23.0999, device='cuda:0') (tensor(24.4094, device='cuda:0')) | > loss_gen: 2.8880701065063477 (2.762382351501888) | > loss_kl: 1.7860664129257202 (1.719181286369002) | > loss_feat: 9.176779747009277 (8.25069361829689) | > loss_mel: 14.276819229125977 (13.183347647887661) | > loss_duration: 1.680409550666809 (1.681105087938267) | > amp_scaler: 256.0 (256.745269286754) | > loss_1: 29.80814552307129 (27.596709996852287) | > grad_norm_1: tensor(651.0320, device='cuda:0') (tensor(498.5890, device='cuda:0')) | > current_lr_0: 0.00019399171658555865 | > current_lr_1: 0.00019399171658555865 | > step_time: 0.8878 (0.8507465191803645) | > loader_time: 0.0122 (0.010470606180604712)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3388748168945312 (2.3388748168945312) | > loss_disc_real_0: 0.20080600678920746 (0.20080600678920746) | > loss_disc_real_1: 0.2304181009531021 (0.2304181009531021) | > loss_disc_real_2: 0.18458962440490723 (0.18458962440490723) | > loss_disc_real_3: 0.23967202007770538 (0.23967202007770538) | > loss_disc_real_4: 0.24823705852031708 (0.24823705852031708) | > loss_disc_real_5: 0.25690504908561707 (0.25690504908561707) | > loss_0: 2.3388748168945312 (2.3388748168945312) | > loss_gen: 2.9062740802764893 (2.9062740802764893) | > loss_kl: 2.0238819122314453 (2.0238819122314453) | > loss_feat: 7.5252203941345215 (7.5252203941345215) | > loss_mel: 12.24698257446289 (12.24698257446289) | > loss_duration: 1.683298110961914 (1.683298110961914) | > loss_1: 26.385658264160156 (26.385658264160156)  --> STEP: 1 | > loss_disc: 2.238020896911621 (2.238020896911621) | > loss_disc_real_0: 0.18983161449432373 (0.18983161449432373) | > loss_disc_real_1: 0.21596820652484894 (0.21596820652484894) | > loss_disc_real_2: 0.20888251066207886 (0.20888251066207886) | > loss_disc_real_3: 0.20582696795463562 (0.20582696795463562) | > loss_disc_real_4: 0.2575018107891083 (0.2575018107891083) | > loss_disc_real_5: 0.21261762082576752 (0.21261762082576752) | > loss_0: 2.238020896911621 (2.238020896911621) | > loss_gen: 3.0250725746154785 (3.0250725746154785) | > loss_kl: 2.133918285369873 (2.133918285369873) | > loss_feat: 8.224328994750977 (8.224328994750977) | > loss_mel: 13.563170433044434 (13.563170433044434) | > loss_duration: 1.7795445919036865 (1.7795445919036865) | > loss_1: 28.72603416442871 (28.72603416442871)  --> STEP: 2 | > loss_disc: 2.312448024749756 (2.2752344608306885) | > loss_disc_real_0: 0.18809723854064941 (0.18896442651748657) | > loss_disc_real_1: 0.2126339226961136 (0.21430106461048126) | > loss_disc_real_2: 0.2050250768661499 (0.20695379376411438) | > loss_disc_real_3: 0.22886565327644348 (0.21734631061553955) | > loss_disc_real_4: 0.2579902708530426 (0.25774604082107544) | > loss_disc_real_5: 0.25575798749923706 (0.2341878041625023) | > loss_0: 2.312448024749756 (2.2752344608306885) | > loss_gen: 2.941359043121338 (2.983215808868408) | > loss_kl: 1.8940978050231934 (2.014008045196533) | > loss_feat: 7.946591854095459 (8.085460424423218) | > loss_mel: 13.443923950195312 (13.503547191619873) | > loss_duration: 1.8646661043167114 (1.822105348110199) | > loss_1: 28.090639114379883 (28.408336639404297)  --> STEP: 3 | > loss_disc: 2.369986057281494 (2.3068183263142905) | > loss_disc_real_0: 0.1848946362733841 (0.18760782976945242) | > loss_disc_real_1: 0.25669065117836 (0.22843092679977417) | > loss_disc_real_2: 0.2080191671848297 (0.20730891823768616) | > loss_disc_real_3: 0.21486254036426544 (0.21651838719844818) | > loss_disc_real_4: 0.26705822348594666 (0.26085010170936584) | > loss_disc_real_5: 0.24011504650115967 (0.2361635516087214) | > loss_0: 2.369986057281494 (2.3068183263142905) | > loss_gen: 2.8483669757843018 (2.9382661978403726) | > loss_kl: 1.9967483282089233 (2.008254806200663) | > loss_feat: 7.241142749786377 (7.8040211995442705) | > loss_mel: 12.256110191345215 (13.087734858194986) | > loss_duration: 1.8192389011383057 (1.8211498657862346) | > loss_1: 26.16160774230957 (27.659427007039387)  --> STEP: 4 | > loss_disc: 2.079714775085449 (2.25004243850708) | > loss_disc_real_0: 0.15547062456607819 (0.17957352846860886) | > loss_disc_real_1: 0.20603139698505402 (0.22283104434609413) | > loss_disc_real_2: 0.18677158653736115 (0.2021745853126049) | > loss_disc_real_3: 0.20796920359134674 (0.21438109129667282) | > loss_disc_real_4: 0.2776484191417694 (0.26504968106746674) | > loss_disc_real_5: 0.23076499998569489 (0.23481391370296478) | > loss_0: 2.079714775085449 (2.25004243850708) | > loss_gen: 3.413167953491211 (3.0569916367530823) | > loss_kl: 2.084585189819336 (2.0273374021053314) | > loss_feat: 11.6441650390625 (8.764057159423828) | > loss_mel: 17.76810646057129 (14.257827758789062) | > loss_duration: 1.75349760055542 (1.8042367994785309) | > loss_1: 36.66352462768555 (29.910451412200928) --> EVAL PERFORMANCE | > avg_loader_time: 0.2775353789329529 (-0.002426326274871826) | > avg_loss_disc: 2.25004243850708 (+0.07578438520431519) | > avg_loss_disc_real_0: 0.17957352846860886 (+0.06559154018759727) | > avg_loss_disc_real_1: 0.22283104434609413 (+0.0211433544754982) | > avg_loss_disc_real_2: 0.2021745853126049 (+0.00316450372338295) | > avg_loss_disc_real_3: 0.21438109129667282 (-0.023797083646059036) | > avg_loss_disc_real_4: 0.26504968106746674 (+0.031298622488975525) | > avg_loss_disc_real_5: 0.23481391370296478 (+0.018888365477323532) | > avg_loss_0: 2.25004243850708 (+0.07578438520431519) | > avg_loss_gen: 3.0569916367530823 (+0.21933484077453613) | > avg_loss_kl: 2.0273374021053314 (-0.045229583978652954) | > avg_loss_feat: 8.764057159423828 (+0.396095871925354) | > avg_loss_mel: 14.257827758789062 (+0.32364463806152344) | > avg_loss_duration: 1.8042367994785309 (+0.014358431100845337) | > avg_loss_1: 29.910451412200928 (+0.9082059860229492)  > EPOCH: 245/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 08:41:47)   --> TIME: 2025-05-10 08:41:59 -- STEP: 12/725 -- GLOBAL_STEP: 223500 | > loss_disc: 2.223116636276245 (2.1936091780662537) | > loss_disc_real_0: 0.1733604222536087 (0.13587599433958528) | > loss_disc_real_1: 0.2019079178571701 (0.19306389863292375) | > loss_disc_real_2: 0.17883193492889404 (0.1911762369175752) | > loss_disc_real_3: 0.22522619366645813 (0.20447699477275214) | > loss_disc_real_4: 0.18189656734466553 (0.18930673599243164) | > loss_disc_real_5: 0.19129709899425507 (0.20680690556764603) | > loss_0: 2.223116636276245 (2.1936091780662537) | > grad_norm_0: tensor(21.8502, device='cuda:0') (tensor(21.1145, device='cuda:0')) | > loss_gen: 2.6657347679138184 (2.746189534664154) | > loss_kl: 1.7786164283752441 (1.7810188829898834) | > loss_feat: 7.951839447021484 (8.208025813102722) | > loss_mel: 13.375307083129883 (13.286853075027466) | > loss_duration: 1.7098771333694458 (1.6851040522257488) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.481374740600586 (27.707191467285156) | > grad_norm_1: tensor(469.8551, device='cuda:0') (tensor(458.2985, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8434 (0.834057629108429) | > loader_time: 0.0086 (0.009213924407958984)  --> TIME: 2025-05-10 08:42:43 -- STEP: 62/725 -- GLOBAL_STEP: 223550 | > loss_disc: 2.2685375213623047 (2.1916255797109288) | > loss_disc_real_0: 0.14697319269180298 (0.13747610584382086) | > loss_disc_real_1: 0.16091115772724152 (0.19107883760044653) | > loss_disc_real_2: 0.19710592925548553 (0.18738693383432203) | > loss_disc_real_3: 0.22970880568027496 (0.20586719411996104) | > loss_disc_real_4: 0.19517555832862854 (0.19454208857590152) | > loss_disc_real_5: 0.20393241941928864 (0.2034323922088069) | > loss_0: 2.2685375213623047 (2.1916255797109288) | > grad_norm_0: tensor(34.9232, device='cuda:0') (tensor(22.2688, device='cuda:0')) | > loss_gen: 2.659843921661377 (2.755227969538782) | > loss_kl: 1.6371732950210571 (1.7274999253211483) | > loss_feat: 7.744222640991211 (8.246681751743436) | > loss_mel: 12.676244735717773 (13.214609269172914) | > loss_duration: 1.7362186908721924 (1.6783196310843191) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.453702926635742 (27.62233866414716) | > grad_norm_1: tensor(518.1741, device='cuda:0') (tensor(482.0830, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.852 (0.858822887943637) | > loader_time: 0.0103 (0.009759714526514853)  --> TIME: 2025-05-10 08:43:27 -- STEP: 112/725 -- GLOBAL_STEP: 223600 | > loss_disc: 2.2769386768341064 (2.1815752078379904) | > loss_disc_real_0: 0.13714861869812012 (0.1356384987011552) | > loss_disc_real_1: 0.2154800295829773 (0.19084361528179475) | > loss_disc_real_2: 0.19807089865207672 (0.18698631346757927) | > loss_disc_real_3: 0.21591953933238983 (0.20485990467880458) | > loss_disc_real_4: 0.21079197525978088 (0.19451474770903587) | > loss_disc_real_5: 0.21226061880588531 (0.20194236814443553) | > loss_0: 2.2769386768341064 (2.1815752078379904) | > grad_norm_0: tensor(38.7411, device='cuda:0') (tensor(22.8326, device='cuda:0')) | > loss_gen: 2.617675542831421 (2.77439964243344) | > loss_kl: 1.723209023475647 (1.7279391480343682) | > loss_feat: 7.728847026824951 (8.301285156181882) | > loss_mel: 12.50017261505127 (13.208847148077828) | > loss_duration: 1.6873499155044556 (1.6806723486099924) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.257253646850586 (27.693143555096217) | > grad_norm_1: tensor(486.8951, device='cuda:0') (tensor(494.4710, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.84 (0.8556477704218456) | > loader_time: 0.0092 (0.009741966213498803)  --> TIME: 2025-05-10 08:44:10 -- STEP: 162/725 -- GLOBAL_STEP: 223650 | > loss_disc: 2.230480194091797 (2.181946323977576) | > loss_disc_real_0: 0.12609760463237762 (0.1349267897046642) | > loss_disc_real_1: 0.17937129735946655 (0.19110377160487346) | > loss_disc_real_2: 0.176107257604599 (0.18670280121358823) | > loss_disc_real_3: 0.2100895345211029 (0.20416747373931207) | > loss_disc_real_4: 0.2052304595708847 (0.19488586007077016) | > loss_disc_real_5: 0.20896108448505402 (0.2028600132023847) | > loss_0: 2.230480194091797 (2.181946323977576) | > grad_norm_0: tensor(11.8061, device='cuda:0') (tensor(22.8034, device='cuda:0')) | > loss_gen: 2.774542808532715 (2.778709218825823) | > loss_kl: 1.7165858745574951 (1.7153945513713507) | > loss_feat: 8.152311325073242 (8.327949538642985) | > loss_mel: 14.029930114746094 (13.204042558316829) | > loss_duration: 1.6470013856887817 (1.681150722650834) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.320371627807617 (27.70724673330048) | > grad_norm_1: tensor(435.8728, device='cuda:0') (tensor(493.4273, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8201 (0.8523586473347228) | > loader_time: 0.0099 (0.009763742670600801)  --> TIME: 2025-05-10 08:44:53 -- STEP: 212/725 -- GLOBAL_STEP: 223700 | > loss_disc: 2.166102409362793 (2.1835797153553855) | > loss_disc_real_0: 0.10222422331571579 (0.13584240561105163) | > loss_disc_real_1: 0.1795344352722168 (0.19116922777216389) | > loss_disc_real_2: 0.21641770005226135 (0.18763443989292627) | > loss_disc_real_3: 0.1641799360513687 (0.20418131583422988) | > loss_disc_real_4: 0.1924121230840683 (0.19518101967449458) | > loss_disc_real_5: 0.19014862179756165 (0.2017470920845023) | > loss_0: 2.166102409362793 (2.1835797153553855) | > grad_norm_0: tensor(8.3276, device='cuda:0') (tensor(23.4290, device='cuda:0')) | > loss_gen: 2.8231611251831055 (2.7860061481313885) | > loss_kl: 1.6900321245193481 (1.7150990501889642) | > loss_feat: 8.862961769104004 (8.354690745191762) | > loss_mel: 13.365283966064453 (13.260972041004107) | > loss_duration: 1.692880392074585 (1.681229165702496) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.4343204498291 (27.79799729473186) | > grad_norm_1: tensor(382.0411, device='cuda:0') (tensor(500.3845, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8471 (0.8528296092771134) | > loader_time: 0.0099 (0.009799808826086661)  --> TIME: 2025-05-10 08:45:36 -- STEP: 262/725 -- GLOBAL_STEP: 223750 | > loss_disc: 2.089449405670166 (2.1909877375791975) | > loss_disc_real_0: 0.14205722510814667 (0.13668061772944362) | > loss_disc_real_1: 0.17940442264080048 (0.19175706070115547) | > loss_disc_real_2: 0.16876313090324402 (0.18795164884956736) | > loss_disc_real_3: 0.18845602869987488 (0.20465917873928569) | > loss_disc_real_4: 0.18255087733268738 (0.19590672372861673) | > loss_disc_real_5: 0.21141737699508667 (0.20265420196393066) | > loss_0: 2.089449405670166 (2.1909877375791975) | > grad_norm_0: tensor(16.7692, device='cuda:0') (tensor(23.6669, device='cuda:0')) | > loss_gen: 2.994542121887207 (2.776577659235656) | > loss_kl: 1.8907911777496338 (1.7191396428428534) | > loss_feat: 9.594708442687988 (8.29176973386576) | > loss_mel: 14.545308113098145 (13.188530452378831) | > loss_duration: 1.6793417930603027 (1.6812883692843315) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.70469093322754 (27.65730599410661) | > grad_norm_1: tensor(478.8769, device='cuda:0') (tensor(498.3412, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8779 (0.8506949521203078) | > loader_time: 0.0098 (0.009858030399293394)  --> TIME: 2025-05-10 08:46:19 -- STEP: 312/725 -- GLOBAL_STEP: 223800 | > loss_disc: 2.2315261363983154 (2.188637049534381) | > loss_disc_real_0: 0.10451938211917877 (0.13645622406441435) | > loss_disc_real_1: 0.2031491994857788 (0.19156524887642792) | > loss_disc_real_2: 0.18613873422145844 (0.18748849343795046) | > loss_disc_real_3: 0.21269866824150085 (0.20490350688879308) | > loss_disc_real_4: 0.17928355932235718 (0.19551075049317798) | > loss_disc_real_5: 0.1776282638311386 (0.2023127339780332) | > loss_0: 2.2315261363983154 (2.188637049534381) | > grad_norm_0: tensor(14.5673, device='cuda:0') (tensor(23.7253, device='cuda:0')) | > loss_gen: 2.867793560028076 (2.7832596088067083) | > loss_kl: 1.7063546180725098 (1.720740801630876) | > loss_feat: 8.197484016418457 (8.328770212638078) | > loss_mel: 13.697042465209961 (13.219016282986372) | > loss_duration: 1.6667975187301636 (1.6803091252461462) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.135473251342773 (27.732096109634792) | > grad_norm_1: tensor(429.2567, device='cuda:0') (tensor(499.6419, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8333 (0.8498672491464859) | > loader_time: 0.0098 (0.00989788617843237)  --> TIME: 2025-05-10 08:47:02 -- STEP: 362/725 -- GLOBAL_STEP: 223850 | > loss_disc: 2.1702487468719482 (2.1952662039856876) | > loss_disc_real_0: 0.15449145436286926 (0.13779781046657932) | > loss_disc_real_1: 0.19654197990894318 (0.19205228560372611) | > loss_disc_real_2: 0.20188605785369873 (0.18811735996554568) | > loss_disc_real_3: 0.19804230332374573 (0.20502789746661212) | > loss_disc_real_4: 0.2244180589914322 (0.19624163836076114) | > loss_disc_real_5: 0.19320762157440186 (0.20289814064680559) | > loss_0: 2.1702487468719482 (2.1952662039856876) | > grad_norm_0: tensor(26.8483, device='cuda:0') (tensor(23.8467, device='cuda:0')) | > loss_gen: 2.851346492767334 (2.77465981080387) | > loss_kl: 1.7178449630737305 (1.7176964562900818) | > loss_feat: 8.344916343688965 (8.284261329397989) | > loss_mel: 13.492610931396484 (13.17627918654384) | > loss_duration: 1.637657642364502 (1.679716846231598) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.044376373291016 (27.63261365627057) | > grad_norm_1: tensor(648.6722, device='cuda:0') (tensor(493.5292, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8378 (0.8504429350900387) | > loader_time: 0.0104 (0.00996599276421479)  --> TIME: 2025-05-10 08:47:46 -- STEP: 412/725 -- GLOBAL_STEP: 223900 | > loss_disc: 2.225851535797119 (2.193052729356636) | > loss_disc_real_0: 0.14822551608085632 (0.13712811410354755) | > loss_disc_real_1: 0.19515354931354523 (0.19197078953379565) | > loss_disc_real_2: 0.21849915385246277 (0.18803749190082827) | > loss_disc_real_3: 0.21234209835529327 (0.2048923531999287) | > loss_disc_real_4: 0.2069818526506424 (0.19599030825119573) | > loss_disc_real_5: 0.18526487052440643 (0.2027625388746124) | > loss_0: 2.225851535797119 (2.193052729356636) | > grad_norm_0: tensor(33.1304, device='cuda:0') (tensor(24.0666, device='cuda:0')) | > loss_gen: 2.8240718841552734 (2.777907006948896) | > loss_kl: 1.7254607677459717 (1.7171109017816562) | > loss_feat: 8.089081764221191 (8.294163955068147) | > loss_mel: 13.41232967376709 (13.192489982808677) | > loss_duration: 1.6791598796844482 (1.6802856632806724) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.7301025390625 (27.661957518568318) | > grad_norm_1: tensor(622.7266, device='cuda:0') (tensor(499.1746, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8619 (0.8514956779850339) | > loader_time: 0.0098 (0.010017709824645412)  --> TIME: 2025-05-10 08:48:29 -- STEP: 462/725 -- GLOBAL_STEP: 223950 | > loss_disc: 2.2417593002319336 (2.197867118951045) | > loss_disc_real_0: 0.12373016774654388 (0.13786457462873303) | > loss_disc_real_1: 0.1996382772922516 (0.1922834613945061) | > loss_disc_real_2: 0.19851365685462952 (0.18841158208392916) | > loss_disc_real_3: 0.24535878002643585 (0.20549068106459334) | > loss_disc_real_4: 0.18825671076774597 (0.19637650541670912) | > loss_disc_real_5: 0.22164884209632874 (0.203089541042006) | > loss_0: 2.2417593002319336 (2.197867118951045) | > grad_norm_0: tensor(19.4725, device='cuda:0') (tensor(23.9199, device='cuda:0')) | > loss_gen: 2.7305171489715576 (2.7740967077610286) | > loss_kl: 1.6809598207473755 (1.7203234754083476) | > loss_feat: 8.460179328918457 (8.274616616112864) | > loss_mel: 13.692927360534668 (13.17550600555552) | > loss_duration: 1.6992396116256714 (1.6800088033531655) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.263822555541992 (27.62455164096056) | > grad_norm_1: tensor(266.9901, device='cuda:0') (tensor(494.2390, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.7873 (0.8506649381670601) | > loader_time: 0.0099 (0.010056225768415451)  --> TIME: 2025-05-10 08:49:12 -- STEP: 512/725 -- GLOBAL_STEP: 224000 | > loss_disc: 2.2353293895721436 (2.198718758299946) | > loss_disc_real_0: 0.1332482099533081 (0.13750050451199064) | > loss_disc_real_1: 0.20110903680324554 (0.19216475330176763) | > loss_disc_real_2: 0.21615155041217804 (0.1884904172620736) | > loss_disc_real_3: 0.19366426765918732 (0.20553331670816988) | > loss_disc_real_4: 0.16800354421138763 (0.19659675139700994) | > loss_disc_real_5: 0.20792290568351746 (0.2036392498703209) | > loss_0: 2.2353293895721436 (2.198718758299946) | > grad_norm_0: tensor(22.7456, device='cuda:0') (tensor(23.8637, device='cuda:0')) | > loss_gen: 2.6791224479675293 (2.7705957372672847) | > loss_kl: 1.8239933252334595 (1.7238435875624418) | > loss_feat: 8.408804893493652 (8.265832090750362) | > loss_mel: 12.016295433044434 (13.163681153208017) | > loss_duration: 1.6288106441497803 (1.680594432866201) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.55702781677246 (27.604547012597322) | > grad_norm_1: tensor(552.0199, device='cuda:0') (tensor(498.8194, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8467 (0.8497719545848668) | > loader_time: 0.0112 (0.010068352334201343) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_224000.pth  --> TIME: 2025-05-10 08:49:57 -- STEP: 562/725 -- GLOBAL_STEP: 224050 | > loss_disc: 2.107956886291504 (2.199005504519912) | > loss_disc_real_0: 0.13835622370243073 (0.13769121575450993) | > loss_disc_real_1: 0.21799324452877045 (0.19220529003499665) | > loss_disc_real_2: 0.15514418482780457 (0.1883771202636359) | > loss_disc_real_3: 0.1964859664440155 (0.2053746235328213) | > loss_disc_real_4: 0.20046073198318481 (0.19648290165696705) | > loss_disc_real_5: 0.20375987887382507 (0.20372121340969715) | > loss_0: 2.107956886291504 (2.199005504519912) | > grad_norm_0: tensor(21.2062, device='cuda:0') (tensor(24.0453, device='cuda:0')) | > loss_gen: 2.8921375274658203 (2.7693548605535367) | > loss_kl: 1.746989130973816 (1.7257690957856777) | > loss_feat: 8.495869636535645 (8.256673819653956) | > loss_mel: 13.65324592590332 (13.174571127229738) | > loss_duration: 1.6311042308807373 (1.680297711565826) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.41934585571289 (27.606666626030858) | > grad_norm_1: tensor(570.8239, device='cuda:0') (tensor(500.6869, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8983 (0.8492558214588097) | > loader_time: 0.0119 (0.010106936468348392)  --> TIME: 2025-05-10 08:50:40 -- STEP: 612/725 -- GLOBAL_STEP: 224100 | > loss_disc: 2.1992156505584717 (2.200598809454174) | > loss_disc_real_0: 0.10415852069854736 (0.1379579688038897) | > loss_disc_real_1: 0.19970247149467468 (0.19229421927745824) | > loss_disc_real_2: 0.21965391933918 (0.1887282041065833) | > loss_disc_real_3: 0.20908194780349731 (0.2052993583523371) | > loss_disc_real_4: 0.1946488618850708 (0.19643814309067972) | > loss_disc_real_5: 0.24083544313907623 (0.20408133181189414) | > loss_0: 2.1992156505584717 (2.200598809454174) | > grad_norm_0: tensor(21.9872, device='cuda:0') (tensor(24.3752, device='cuda:0')) | > loss_gen: 2.724332809448242 (2.7715183036779245) | > loss_kl: 1.796536922454834 (1.7262926925631135) | > loss_feat: 8.013895034790039 (8.267413755647523) | > loss_mel: 13.874297142028809 (13.203445317698456) | > loss_duration: 1.6014597415924072 (1.6795707362539636) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.010522842407227 (27.648240809347104) | > grad_norm_1: tensor(595.2177, device='cuda:0') (tensor(503.2361, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8212 (0.8493766492488336) | > loader_time: 0.0113 (0.010140416668910612)  --> TIME: 2025-05-10 08:51:23 -- STEP: 662/725 -- GLOBAL_STEP: 224150 | > loss_disc: 2.2551443576812744 (2.2032251322017316) | > loss_disc_real_0: 0.17944499850273132 (0.1383269012109391) | > loss_disc_real_1: 0.20622819662094116 (0.1923761236793685) | > loss_disc_real_2: 0.19607852399349213 (0.1888366560606437) | > loss_disc_real_3: 0.21319474279880524 (0.20528802484994227) | > loss_disc_real_4: 0.2044481635093689 (0.19670928292134007) | > loss_disc_real_5: 0.17953281104564667 (0.20438639054305613) | > loss_0: 2.2551443576812744 (2.2032251322017316) | > grad_norm_0: tensor(29.0942, device='cuda:0') (tensor(24.2518, device='cuda:0')) | > loss_gen: 2.6087353229522705 (2.7682438548598003) | > loss_kl: 1.7326149940490723 (1.7253395981658985) | > loss_feat: 7.069600582122803 (8.254251114191261) | > loss_mel: 13.054603576660156 (13.195800393729773) | > loss_duration: 1.689285397529602 (1.6797941480158325) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.15484046936035 (27.623429114004626) | > grad_norm_1: tensor(439.6995, device='cuda:0') (tensor(502.0424, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.8691 (0.8489526996439676) | > loader_time: 0.0123 (0.010164868435470724)  --> TIME: 2025-05-10 08:52:07 -- STEP: 712/725 -- GLOBAL_STEP: 224200 | > loss_disc: 2.3272862434387207 (2.204980288328748) | > loss_disc_real_0: 0.10380367189645767 (0.13828566009074125) | > loss_disc_real_1: 0.19892236590385437 (0.19260239209770486) | > loss_disc_real_2: 0.22417393326759338 (0.18899439306657628) | > loss_disc_real_3: 0.2143600732088089 (0.20535019816558697) | > loss_disc_real_4: 0.18905587494373322 (0.1968325794663991) | > loss_disc_real_5: 0.17821738123893738 (0.20459099159984115) | > loss_0: 2.3272862434387207 (2.204980288328748) | > grad_norm_0: tensor(25.3985, device='cuda:0') (tensor(24.2641, device='cuda:0')) | > loss_gen: 2.5082826614379883 (2.765555698550144) | > loss_kl: 1.8055667877197266 (1.7272061546531958) | > loss_feat: 7.019031524658203 (8.245130309228161) | > loss_mel: 11.9171781539917 (13.192986689256818) | > loss_duration: 1.6717873811721802 (1.6793743254763362) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.921844482421875 (27.610253162598333) | > grad_norm_1: tensor(535.4609, device='cuda:0') (tensor(503.8601, device='cuda:0')) | > current_lr_0: 0.00019396746762098544 | > current_lr_1: 0.00019396746762098544 | > step_time: 0.832 (0.8491700479153835) | > loader_time: 0.0106 (0.01019800579949711)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3634400367736816 (2.3634400367736816) | > loss_disc_real_0: 0.24119192361831665 (0.24119192361831665) | > loss_disc_real_1: 0.1888321042060852 (0.1888321042060852) | > loss_disc_real_2: 0.23769623041152954 (0.23769623041152954) | > loss_disc_real_3: 0.20405645668506622 (0.20405645668506622) | > loss_disc_real_4: 0.21498821675777435 (0.21498821675777435) | > loss_disc_real_5: 0.22282160818576813 (0.22282160818576813) | > loss_0: 2.3634400367736816 (2.3634400367736816) | > loss_gen: 2.752558708190918 (2.752558708190918) | > loss_kl: 1.9063153266906738 (1.9063153266906738) | > loss_feat: 8.204397201538086 (8.204397201538086) | > loss_mel: 13.921716690063477 (13.921716690063477) | > loss_duration: 1.6972472667694092 (1.6972472667694092) | > loss_1: 28.482234954833984 (28.482234954833984)  --> STEP: 1 | > loss_disc: 2.187253952026367 (2.187253952026367) | > loss_disc_real_0: 0.25514718890190125 (0.25514718890190125) | > loss_disc_real_1: 0.18969132006168365 (0.18969132006168365) | > loss_disc_real_2: 0.22347776591777802 (0.22347776591777802) | > loss_disc_real_3: 0.17225687205791473 (0.17225687205791473) | > loss_disc_real_4: 0.19264312088489532 (0.19264312088489532) | > loss_disc_real_5: 0.1869458258152008 (0.1869458258152008) | > loss_0: 2.187253952026367 (2.187253952026367) | > loss_gen: 2.9407436847686768 (2.9407436847686768) | > loss_kl: 2.070103406906128 (2.070103406906128) | > loss_feat: 9.327470779418945 (9.327470779418945) | > loss_mel: 14.948122024536133 (14.948122024536133) | > loss_duration: 1.7989857196807861 (1.7989857196807861) | > loss_1: 31.085426330566406 (31.085426330566406)  --> STEP: 2 | > loss_disc: 2.215503215789795 (2.201378583908081) | > loss_disc_real_0: 0.261029988527298 (0.2580885887145996) | > loss_disc_real_1: 0.18039557337760925 (0.18504344671964645) | > loss_disc_real_2: 0.22182224690914154 (0.22265000641345978) | > loss_disc_real_3: 0.18083231151103973 (0.17654459178447723) | > loss_disc_real_4: 0.1811472326517105 (0.18689517676830292) | > loss_disc_real_5: 0.2003580629825592 (0.19365194439888) | > loss_0: 2.215503215789795 (2.201378583908081) | > loss_gen: 2.8445534706115723 (2.8926485776901245) | > loss_kl: 1.8914315700531006 (1.9807674884796143) | > loss_feat: 8.545799255371094 (8.93663501739502) | > loss_mel: 14.642963409423828 (14.79554271697998) | > loss_duration: 1.842696189880371 (1.8208409547805786) | > loss_1: 29.767444610595703 (30.426435470581055)  --> STEP: 3 | > loss_disc: 2.400269031524658 (2.2676753997802734) | > loss_disc_real_0: 0.24967023730278015 (0.2552824715773265) | > loss_disc_real_1: 0.21793170273303986 (0.19600619872411093) | > loss_disc_real_2: 0.21913042664527893 (0.2214768131573995) | > loss_disc_real_3: 0.20410671830177307 (0.18573196729024252) | > loss_disc_real_4: 0.19543936848640442 (0.18974324067433676) | > loss_disc_real_5: 0.20798121392726898 (0.19842836757500967) | > loss_0: 2.400269031524658 (2.2676753997802734) | > loss_gen: 2.5671005249023438 (2.7841325600941977) | > loss_kl: 2.0517196655273438 (2.004418214162191) | > loss_feat: 6.808149337768555 (8.227139790852865) | > loss_mel: 12.112628936767578 (13.901238123575846) | > loss_duration: 1.8130321502685547 (1.8182380199432373) | > loss_1: 25.352630615234375 (28.735167185465496)  --> STEP: 4 | > loss_disc: 2.331815719604492 (2.283710479736328) | > loss_disc_real_0: 0.2640726864337921 (0.25748002529144287) | > loss_disc_real_1: 0.2082318216562271 (0.19906260445713997) | > loss_disc_real_2: 0.22848618030548096 (0.22322915494441986) | > loss_disc_real_3: 0.17716674506664276 (0.18359066173434258) | > loss_disc_real_4: 0.2069281041622162 (0.1940394565463066) | > loss_disc_real_5: 0.22728556394577026 (0.2056426666676998) | > loss_0: 2.331815719604492 (2.283710479736328) | > loss_gen: 2.8385281562805176 (2.7977314591407776) | > loss_kl: 1.8673726320266724 (1.9701568186283112) | > loss_feat: 9.303972244262695 (8.496347904205322) | > loss_mel: 13.894011497497559 (13.899431467056274) | > loss_duration: 1.7753326892852783 (1.8075116872787476) | > loss_1: 29.679218292236328 (28.971179962158203) --> EVAL PERFORMANCE | > avg_loader_time: 0.27790021896362305 (+0.000364840030670166) | > avg_loss_disc: 2.283710479736328 (+0.03366804122924805) | > avg_loss_disc_real_0: 0.25748002529144287 (+0.07790649682283401) | > avg_loss_disc_real_1: 0.19906260445713997 (-0.023768439888954163) | > avg_loss_disc_real_2: 0.22322915494441986 (+0.021054569631814957) | > avg_loss_disc_real_3: 0.18359066173434258 (-0.030790429562330246) | > avg_loss_disc_real_4: 0.1940394565463066 (-0.07101022452116013) | > avg_loss_disc_real_5: 0.2056426666676998 (-0.02917124703526497) | > avg_loss_0: 2.283710479736328 (+0.03366804122924805) | > avg_loss_gen: 2.7977314591407776 (-0.2592601776123047) | > avg_loss_kl: 1.9701568186283112 (-0.057180583477020264) | > avg_loss_feat: 8.496347904205322 (-0.26770925521850586) | > avg_loss_mel: 13.899431467056274 (-0.3583962917327881) | > avg_loss_duration: 1.8075116872787476 (+0.003274887800216675) | > avg_loss_1: 28.971179962158203 (-0.9392714500427246)  > EPOCH: 246/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 08:52:24)   --> TIME: 2025-05-10 08:52:58 -- STEP: 37/725 -- GLOBAL_STEP: 224250 | > loss_disc: 2.1756842136383057 (2.2183543862523254) | > loss_disc_real_0: 0.13466884195804596 (0.14598833024501798) | > loss_disc_real_1: 0.1907922774553299 (0.1939142499421094) | > loss_disc_real_2: 0.2013455033302307 (0.1916824095957988) | > loss_disc_real_3: 0.20700888335704803 (0.20682035386562347) | > loss_disc_real_4: 0.17373153567314148 (0.1990202592836844) | > loss_disc_real_5: 0.19951817393302917 (0.20124250972593152) | > loss_0: 2.1756842136383057 (2.2183543862523254) | > grad_norm_0: tensor(30.6559, device='cuda:0') (tensor(29.3544, device='cuda:0')) | > loss_gen: 2.7515623569488525 (2.7699644243395007) | > loss_kl: 1.7817169427871704 (1.7276469952351339) | > loss_feat: 8.157011032104492 (8.200796088656864) | > loss_mel: 12.984251022338867 (13.164290144636825) | > loss_duration: 1.6757535934448242 (1.6779957623095125) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.350296020507812 (27.540693643930798) | > grad_norm_1: tensor(501.9236, device='cuda:0') (tensor(522.8732, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8612 (0.8534097735946243) | > loader_time: 0.0096 (0.009516735334654112)  --> TIME: 2025-05-10 08:53:42 -- STEP: 87/725 -- GLOBAL_STEP: 224300 | > loss_disc: 2.23958683013916 (2.2279884733002753) | > loss_disc_real_0: 0.17433299124240875 (0.1429583376337742) | > loss_disc_real_1: 0.197574183344841 (0.19309346001038605) | > loss_disc_real_2: 0.18015114963054657 (0.19087751038458156) | > loss_disc_real_3: 0.23988905549049377 (0.20814153928866333) | > loss_disc_real_4: 0.2294263392686844 (0.19982774812599707) | > loss_disc_real_5: 0.22611254453659058 (0.20573591415224404) | > loss_0: 2.23958683013916 (2.2279884733002753) | > grad_norm_0: tensor(28.2166, device='cuda:0') (tensor(24.1964, device='cuda:0')) | > loss_gen: 2.8037116527557373 (2.7402825300720908) | > loss_kl: 1.6055411100387573 (1.7163979883851677) | > loss_feat: 8.119168281555176 (8.088864326477053) | > loss_mel: 13.698427200317383 (13.01242882081832) | > loss_duration: 1.6641855239868164 (1.6809640958391387) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.891033172607422 (27.23893779447709) | > grad_norm_1: tensor(728.8384, device='cuda:0') (tensor(478.1982, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8321 (0.8525178021398084) | > loader_time: 0.0094 (0.009843201472841463)  --> TIME: 2025-05-10 08:54:25 -- STEP: 137/725 -- GLOBAL_STEP: 224350 | > loss_disc: 2.177886962890625 (2.2259129120485617) | > loss_disc_real_0: 0.10068225860595703 (0.14302548543162588) | > loss_disc_real_1: 0.1907387226819992 (0.193986152971748) | > loss_disc_real_2: 0.20425370335578918 (0.18978286017901705) | > loss_disc_real_3: 0.21298356354236603 (0.20715202869725052) | > loss_disc_real_4: 0.18605732917785645 (0.1985897520815369) | > loss_disc_real_5: 0.23149237036705017 (0.2057734684352457) | > loss_0: 2.177886962890625 (2.2259129120485617) | > grad_norm_0: tensor(21.0798, device='cuda:0') (tensor(24.6344, device='cuda:0')) | > loss_gen: 2.6753644943237305 (2.737617221191851) | > loss_kl: 1.8733301162719727 (1.7044714671851944) | > loss_feat: 7.9260053634643555 (8.13000081055356) | > loss_mel: 12.763525009155273 (13.067934335583319) | > loss_duration: 1.6564277410507202 (1.680176150189699) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.894651412963867 (27.32019995250841) | > grad_norm_1: tensor(531.1056, device='cuda:0') (tensor(487.8630, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8174 (0.8520005236576943) | > loader_time: 0.0112 (0.010157419817291038)  --> TIME: 2025-05-10 08:55:08 -- STEP: 187/725 -- GLOBAL_STEP: 224400 | > loss_disc: 2.228489637374878 (2.2224681237164647) | > loss_disc_real_0: 0.19562114775180817 (0.14346140762542026) | > loss_disc_real_1: 0.21316175162792206 (0.19353850090248703) | > loss_disc_real_2: 0.18640682101249695 (0.18961211473227826) | > loss_disc_real_3: 0.1785053014755249 (0.20604196015526266) | > loss_disc_real_4: 0.19655752182006836 (0.19851817087056173) | > loss_disc_real_5: 0.2438013106584549 (0.20558951707447276) | > loss_0: 2.228489637374878 (2.2224681237164647) | > grad_norm_0: tensor(19.2419, device='cuda:0') (tensor(24.7621, device='cuda:0')) | > loss_gen: 2.7502222061157227 (2.746597054170413) | > loss_kl: 1.7572243213653564 (1.7089809517171932) | > loss_feat: 8.034494400024414 (8.171766151081426) | > loss_mel: 12.220378875732422 (13.113630432496096) | > loss_duration: 1.6960375308990479 (1.6811799779932761) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.458354949951172 (27.422154503072647) | > grad_norm_1: tensor(543.9685, device='cuda:0') (tensor(488.4946, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8375 (0.8513543146816804) | > loader_time: 0.0098 (0.01043709459151814)  --> TIME: 2025-05-10 08:55:52 -- STEP: 237/725 -- GLOBAL_STEP: 224450 | > loss_disc: 2.252455472946167 (2.2168515654052836) | > loss_disc_real_0: 0.1821112036705017 (0.1421612477252252) | > loss_disc_real_1: 0.18289552628993988 (0.19343050673038148) | > loss_disc_real_2: 0.2022070437669754 (0.18895318563477403) | > loss_disc_real_3: 0.21308794617652893 (0.2055857192237669) | > loss_disc_real_4: 0.23954036831855774 (0.19837839870010254) | > loss_disc_real_5: 0.2159450203180313 (0.20480362750306913) | > loss_0: 2.252455472946167 (2.2168515654052836) | > grad_norm_0: tensor(34.2712, device='cuda:0') (tensor(25.0399, device='cuda:0')) | > loss_gen: 2.8223795890808105 (2.7543962645631286) | > loss_kl: 1.8720848560333252 (1.7217036556090988) | > loss_feat: 7.715760231018066 (8.208321754439467) | > loss_mel: 13.01204776763916 (13.15776741655567) | > loss_duration: 1.6708993911743164 (1.681463213912545) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.093170166015625 (27.523652177319747) | > grad_norm_1: tensor(560.0751, device='cuda:0') (tensor(494.0052, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8086 (0.8523177959747958) | > loader_time: 0.0114 (0.010510320904888685)  --> TIME: 2025-05-10 08:56:35 -- STEP: 287/725 -- GLOBAL_STEP: 224500 | > loss_disc: 2.218992233276367 (2.2186543384910844) | > loss_disc_real_0: 0.24619846045970917 (0.1426838506856862) | > loss_disc_real_1: 0.1692502349615097 (0.1933706224691577) | > loss_disc_real_2: 0.18044279515743256 (0.18913200295137614) | > loss_disc_real_3: 0.21477067470550537 (0.205791701475087) | > loss_disc_real_4: 0.22836586833000183 (0.19840083247900844) | > loss_disc_real_5: 0.1934977024793625 (0.20535152771539383) | > loss_0: 2.218992233276367 (2.2186543384910844) | > grad_norm_0: tensor(43.3885, device='cuda:0') (tensor(24.8643, device='cuda:0')) | > loss_gen: 2.7936086654663086 (2.7483733356622024) | > loss_kl: 1.7921212911605835 (1.7194543981385972) | > loss_feat: 8.73028564453125 (8.19113089897076) | > loss_mel: 14.459193229675293 (13.155788750598658) | > loss_duration: 1.6937856674194336 (1.681835135516389) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.468994140625 (27.496582416707216) | > grad_norm_1: tensor(662.7164, device='cuda:0') (tensor(490.9660, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8184 (0.8516307491874029) | > loader_time: 0.0122 (0.010549233765552269)  --> TIME: 2025-05-10 08:57:19 -- STEP: 337/725 -- GLOBAL_STEP: 224550 | > loss_disc: 2.1962814331054688 (2.220802889379618) | > loss_disc_real_0: 0.1560315191745758 (0.14283150920882076) | > loss_disc_real_1: 0.20987765491008759 (0.19317890584291963) | > loss_disc_real_2: 0.18597139418125153 (0.18923140827909066) | > loss_disc_real_3: 0.19600294530391693 (0.20571185405247297) | > loss_disc_real_4: 0.2101639211177826 (0.19871005778496625) | > loss_disc_real_5: 0.1776001751422882 (0.2056490711270878) | > loss_0: 2.1962814331054688 (2.220802889379618) | > grad_norm_0: tensor(35.7441, device='cuda:0') (tensor(23.9508, device='cuda:0')) | > loss_gen: 2.696516752243042 (2.7423974519667356) | > loss_kl: 1.6224929094314575 (1.714279104411071) | > loss_feat: 7.753152370452881 (8.185688498465884) | > loss_mel: 13.260917663574219 (13.15491651144509) | > loss_duration: 1.660961627960205 (1.6810314474898198) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.99403953552246 (27.478312936663983) | > grad_norm_1: tensor(479.6934, device='cuda:0') (tensor(470.4894, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8905 (0.8531655204048496) | > loader_time: 0.0103 (0.010682623888689265)  --> TIME: 2025-05-10 08:58:02 -- STEP: 387/725 -- GLOBAL_STEP: 224600 | > loss_disc: 2.061873197555542 (2.219557474749954) | > loss_disc_real_0: 0.13994468748569489 (0.14228157516212742) | > loss_disc_real_1: 0.18186786770820618 (0.19293969881164927) | > loss_disc_real_2: 0.19524946808815002 (0.18939423607301342) | > loss_disc_real_3: 0.21463604271411896 (0.20544055966751834) | > loss_disc_real_4: 0.1812741607427597 (0.19846242943475412) | > loss_disc_real_5: 0.17975330352783203 (0.20578514181982327) | > loss_0: 2.061873197555542 (2.219557474749954) | > grad_norm_0: tensor(28.5987, device='cuda:0') (tensor(23.7178, device='cuda:0')) | > loss_gen: 3.0109097957611084 (2.7403140080375574) | > loss_kl: 1.7427284717559814 (1.7123080180904966) | > loss_feat: 9.204874038696289 (8.171954652751765) | > loss_mel: 13.64841079711914 (13.122648510205964) | > loss_duration: 1.7537198066711426 (1.6811657275340348) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.360641479492188 (27.428390857785246) | > grad_norm_1: tensor(839.6464, device='cuda:0') (tensor(475.0941, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8668 (0.8525897483184972) | > loader_time: 0.0121 (0.010756248035480193)  --> TIME: 2025-05-10 08:58:45 -- STEP: 437/725 -- GLOBAL_STEP: 224650 | > loss_disc: 2.1842808723449707 (2.217379446978969) | > loss_disc_real_0: 0.11734041571617126 (0.14177856294254973) | > loss_disc_real_1: 0.17942695319652557 (0.19274941533462947) | > loss_disc_real_2: 0.2092837542295456 (0.18923694536396787) | > loss_disc_real_3: 0.20393489301204681 (0.20529287259011308) | > loss_disc_real_4: 0.18188254535198212 (0.19798024673892922) | > loss_disc_real_5: 0.20609787106513977 (0.20620821958548413) | > loss_0: 2.1842808723449707 (2.217379446978969) | > grad_norm_0: tensor(23.3256, device='cuda:0') (tensor(23.8367, device='cuda:0')) | > loss_gen: 2.8267929553985596 (2.7441668417688367) | > loss_kl: 1.931767463684082 (1.7215101560684307) | > loss_feat: 8.188919067382812 (8.19517959337214) | > loss_mel: 12.50523853302002 (13.132732736164156) | > loss_duration: 1.6414791345596313 (1.6808024134734125) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.09419822692871 (27.474391692835898) | > grad_norm_1: tensor(492.8909, device='cuda:0') (tensor(476.6010, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.887 (0.851982345297353) | > loader_time: 0.0097 (0.010791928599028075)  --> TIME: 2025-05-10 08:59:28 -- STEP: 487/725 -- GLOBAL_STEP: 224700 | > loss_disc: 2.115030288696289 (2.218868329294896) | > loss_disc_real_0: 0.16753138601779938 (0.14227152176706212) | > loss_disc_real_1: 0.17776145040988922 (0.19298240025307847) | > loss_disc_real_2: 0.2077740579843521 (0.18965661504307813) | > loss_disc_real_3: 0.19005365669727325 (0.2054097206930361) | > loss_disc_real_4: 0.15926937758922577 (0.19792291632178383) | > loss_disc_real_5: 0.20037740468978882 (0.2058303865931117) | > loss_0: 2.115030288696289 (2.218868329294896) | > grad_norm_0: tensor(22.5744, device='cuda:0') (tensor(23.8775, device='cuda:0')) | > loss_gen: 2.8032708168029785 (2.7447501604561935) | > loss_kl: 1.7915654182434082 (1.721853095892763) | > loss_feat: 9.947576522827148 (8.19546729877011) | > loss_mel: 14.830705642700195 (13.146321120448183) | > loss_duration: 1.6700040102005005 (1.681037390011781) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.043121337890625 (27.48942900389372) | > grad_norm_1: tensor(562.6871, device='cuda:0') (tensor(477.2375, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.812 (0.8514209356640888) | > loader_time: 0.01 (0.010839235611275236)  --> TIME: 2025-05-10 09:00:12 -- STEP: 537/725 -- GLOBAL_STEP: 224750 | > loss_disc: 2.276470422744751 (2.218764680945894) | > loss_disc_real_0: 0.1292298585176468 (0.14195906519334855) | > loss_disc_real_1: 0.17562095820903778 (0.1927967678401723) | > loss_disc_real_2: 0.2150178700685501 (0.18984959353614786) | > loss_disc_real_3: 0.2045370191335678 (0.20523012511335054) | > loss_disc_real_4: 0.19337348639965057 (0.19780933579475074) | > loss_disc_real_5: 0.18808715045452118 (0.20616769260645354) | > loss_0: 2.276470422744751 (2.218764680945894) | > grad_norm_0: tensor(12.8476, device='cuda:0') (tensor(23.4297, device='cuda:0')) | > loss_gen: 2.608151435852051 (2.7434615778079467) | > loss_kl: 1.8304840326309204 (1.7253977337807027) | > loss_feat: 8.331311225891113 (8.19791392907085) | > loss_mel: 13.444997787475586 (13.1559809341999) | > loss_duration: 1.6960232257843018 (1.6815997593007712) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.910966873168945 (27.50435386600886) | > grad_norm_1: tensor(199.9360, device='cuda:0') (tensor(471.7417, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8561 (0.851543883815602) | > loader_time: 0.0134 (0.010870488662293502)  --> TIME: 2025-05-10 09:00:55 -- STEP: 587/725 -- GLOBAL_STEP: 224800 | > loss_disc: 2.244523763656616 (2.218053564505438) | > loss_disc_real_0: 0.09883876144886017 (0.14192311774171404) | > loss_disc_real_1: 0.18428778648376465 (0.19267872323677115) | > loss_disc_real_2: 0.18938983976840973 (0.18979516534017335) | > loss_disc_real_3: 0.24439969658851624 (0.20530680294134349) | > loss_disc_real_4: 0.22461490333080292 (0.19765281730555187) | > loss_disc_real_5: 0.22169117629528046 (0.20579780940302791) | > loss_0: 2.244523763656616 (2.218053564505438) | > grad_norm_0: tensor(14.8514, device='cuda:0') (tensor(23.6770, device='cuda:0')) | > loss_gen: 2.7906546592712402 (2.745343376871269) | > loss_kl: 1.649823784828186 (1.7275507287637946) | > loss_feat: 7.766450881958008 (8.198016603720056) | > loss_mel: 12.84202766418457 (13.145148183052552) | > loss_duration: 1.6622076034545898 (1.6812004709974864) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.711166381835938 (27.497259321976365) | > grad_norm_1: tensor(264.4032, device='cuda:0') (tensor(472.6473, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8733 (0.851361108597946) | > loader_time: 0.0122 (0.010923503001666349)  --> TIME: 2025-05-10 09:01:38 -- STEP: 637/725 -- GLOBAL_STEP: 224850 | > loss_disc: 2.1879076957702637 (2.216481448904124) | > loss_disc_real_0: 0.17909954488277435 (0.1417893832973447) | > loss_disc_real_1: 0.18518276512622833 (0.19247233109721207) | > loss_disc_real_2: 0.17751319706439972 (0.1896166588344978) | > loss_disc_real_3: 0.21569646894931793 (0.20502469289808112) | > loss_disc_real_4: 0.1749722808599472 (0.1976366116310027) | > loss_disc_real_5: 0.20859266817569733 (0.20576995031051395) | > loss_0: 2.1879076957702637 (2.216481448904124) | > grad_norm_0: tensor(18.5754, device='cuda:0') (tensor(23.4844, device='cuda:0')) | > loss_gen: 2.805361747741699 (2.7467823634903707) | > loss_kl: 1.7570624351501465 (1.727071564837565) | > loss_feat: 8.032425880432129 (8.205734064290828) | > loss_mel: 12.52540397644043 (13.15499725521453) | > loss_duration: 1.6595841646194458 (1.680841446109993) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.77983856201172 (27.515426659696335) | > grad_norm_1: tensor(189.0195, device='cuda:0') (tensor(468.5563, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8525 (0.851258777187234) | > loader_time: 0.0115 (0.010961346573882046)  --> TIME: 2025-05-10 09:02:21 -- STEP: 687/725 -- GLOBAL_STEP: 224900 | > loss_disc: 2.2284293174743652 (2.218230501706595) | > loss_disc_real_0: 0.14739368855953217 (0.14213451743125918) | > loss_disc_real_1: 0.19880500435829163 (0.1926196840045407) | > loss_disc_real_2: 0.2063063383102417 (0.18976642644735056) | > loss_disc_real_3: 0.20770752429962158 (0.20512074058579916) | > loss_disc_real_4: 0.21082493662834167 (0.19779259337348196) | > loss_disc_real_5: 0.18733149766921997 (0.20577550825854055) | > loss_0: 2.2284293174743652 (2.218230501706595) | > grad_norm_0: tensor(18.2132, device='cuda:0') (tensor(23.4853, device='cuda:0')) | > loss_gen: 2.8264846801757812 (2.746436730222413) | > loss_kl: 1.5517314672470093 (1.7241150989282599) | > loss_feat: 9.172737121582031 (8.19848348792464) | > loss_mel: 14.393759727478027 (13.149257092149671) | > loss_duration: 1.706264615058899 (1.6808983259325982) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.650978088378906 (27.499190712252737) | > grad_norm_1: tensor(206.7611, device='cuda:0') (tensor(468.9645, device='cuda:0')) | > current_lr_0: 0.0001939432216875328 | > current_lr_1: 0.0001939432216875328 | > step_time: 0.8457 (0.8505765413092737) | > loader_time: 0.0099 (0.010955839698491655)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1831257343292236 (2.1831257343292236) | > loss_disc_real_0: 0.12144864350557327 (0.12144864350557327) | > loss_disc_real_1: 0.18795955181121826 (0.18795955181121826) | > loss_disc_real_2: 0.1445329338312149 (0.1445329338312149) | > loss_disc_real_3: 0.20600849390029907 (0.20600849390029907) | > loss_disc_real_4: 0.2252766340970993 (0.2252766340970993) | > loss_disc_real_5: 0.22064396739006042 (0.22064396739006042) | > loss_0: 2.1831257343292236 (2.1831257343292236) | > loss_gen: 2.702793836593628 (2.702793836593628) | > loss_kl: 2.0166420936584473 (2.0166420936584473) | > loss_feat: 8.935609817504883 (8.935609817504883) | > loss_mel: 14.491230964660645 (14.491230964660645) | > loss_duration: 1.7034635543823242 (1.7034635543823242) | > loss_1: 29.84973907470703 (29.84973907470703)  --> STEP: 1 | > loss_disc: 2.1976685523986816 (2.1976685523986816) | > loss_disc_real_0: 0.1151108369231224 (0.1151108369231224) | > loss_disc_real_1: 0.17295636236667633 (0.17295636236667633) | > loss_disc_real_2: 0.15005838871002197 (0.15005838871002197) | > loss_disc_real_3: 0.19984763860702515 (0.19984763860702515) | > loss_disc_real_4: 0.2124984860420227 (0.2124984860420227) | > loss_disc_real_5: 0.19817599654197693 (0.19817599654197693) | > loss_0: 2.1976685523986816 (2.1976685523986816) | > loss_gen: 2.533013105392456 (2.533013105392456) | > loss_kl: 1.821510672569275 (1.821510672569275) | > loss_feat: 8.607695579528809 (8.607695579528809) | > loss_mel: 14.510144233703613 (14.510144233703613) | > loss_duration: 1.8056217432022095 (1.8056217432022095) | > loss_1: 29.277984619140625 (29.277984619140625)  --> STEP: 2 | > loss_disc: 2.2534995079040527 (2.225584030151367) | > loss_disc_real_0: 0.1238340437412262 (0.1194724403321743) | > loss_disc_real_1: 0.19399447739124298 (0.18347541987895966) | > loss_disc_real_2: 0.16771133244037628 (0.15888486057519913) | > loss_disc_real_3: 0.1891256719827652 (0.19448665529489517) | > loss_disc_real_4: 0.22975797951221466 (0.22112823277711868) | > loss_disc_real_5: 0.18155445158481598 (0.18986522406339645) | > loss_0: 2.2534995079040527 (2.225584030151367) | > loss_gen: 2.5301334857940674 (2.5315732955932617) | > loss_kl: 1.8415958881378174 (1.8315532803535461) | > loss_feat: 8.073526382446289 (8.340610980987549) | > loss_mel: 13.490365982055664 (14.000255107879639) | > loss_duration: 1.8593425750732422 (1.8324821591377258) | > loss_1: 27.794963836669922 (28.536474227905273)  --> STEP: 3 | > loss_disc: 2.2944259643554688 (2.2485313415527344) | > loss_disc_real_0: 0.12572181224822998 (0.12155556430419286) | > loss_disc_real_1: 0.19778886437416077 (0.1882465680440267) | > loss_disc_real_2: 0.16342930495738983 (0.1603996753692627) | > loss_disc_real_3: 0.21319572627544403 (0.20072301228841147) | > loss_disc_real_4: 0.22135280072689056 (0.22120308876037598) | > loss_disc_real_5: 0.19554142653942108 (0.19175729155540466) | > loss_0: 2.2944259643554688 (2.2485313415527344) | > loss_gen: 2.508990526199341 (2.524045705795288) | > loss_kl: 1.785348653793335 (1.816151738166809) | > loss_feat: 7.766195297241211 (8.149139086405436) | > loss_mel: 13.223494529724121 (13.741334915161133) | > loss_duration: 1.8077642917633057 (1.8242428700129192) | > loss_1: 27.091794967651367 (28.054914474487305)  --> STEP: 4 | > loss_disc: 2.1681032180786133 (2.228424310684204) | > loss_disc_real_0: 0.11071401834487915 (0.11884517781436443) | > loss_disc_real_1: 0.17710620164871216 (0.18546147644519806) | > loss_disc_real_2: 0.13246586918830872 (0.1534162238240242) | > loss_disc_real_3: 0.20382319390773773 (0.20149805769324303) | > loss_disc_real_4: 0.22902707755565643 (0.2231590859591961) | > loss_disc_real_5: 0.24121211469173431 (0.20412099733948708) | > loss_0: 2.1681032180786133 (2.228424310684204) | > loss_gen: 2.78024959564209 (2.5880966782569885) | > loss_kl: 1.818303108215332 (1.8166895806789398) | > loss_feat: 9.177270889282227 (8.406172037124634) | > loss_mel: 15.200063705444336 (14.106017112731934) | > loss_duration: 1.7541136741638184 (1.806710571050644) | > loss_1: 30.73000144958496 (28.72368621826172) --> EVAL PERFORMANCE | > avg_loader_time: 0.27860361337661743 (+0.0007033944129943848) | > avg_loss_disc: 2.228424310684204 (-0.05528616905212402) | > avg_loss_disc_real_0: 0.11884517781436443 (-0.13863484747707844) | > avg_loss_disc_real_1: 0.18546147644519806 (-0.01360112801194191) | > avg_loss_disc_real_2: 0.1534162238240242 (-0.06981293112039566) | > avg_loss_disc_real_3: 0.20149805769324303 (+0.01790739595890045) | > avg_loss_disc_real_4: 0.2231590859591961 (+0.02911962941288948) | > avg_loss_disc_real_5: 0.20412099733948708 (-0.001521669328212738) | > avg_loss_0: 2.228424310684204 (-0.05528616905212402) | > avg_loss_gen: 2.5880966782569885 (-0.20963478088378906) | > avg_loss_kl: 1.8166895806789398 (-0.15346723794937134) | > avg_loss_feat: 8.406172037124634 (-0.09017586708068848) | > avg_loss_mel: 14.106017112731934 (+0.20658564567565918) | > avg_loss_duration: 1.806710571050644 (-0.0008011162281036377) | > avg_loss_1: 28.72368621826172 (-0.24749374389648438)  > EPOCH: 247/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 09:03:00)   --> TIME: 2025-05-10 09:03:12 -- STEP: 12/725 -- GLOBAL_STEP: 224950 | > loss_disc: 2.2306461334228516 (2.2388656536738076) | > loss_disc_real_0: 0.11910489201545715 (0.13743850837151209) | > loss_disc_real_1: 0.2252560555934906 (0.20002089192469916) | > loss_disc_real_2: 0.1575237363576889 (0.1923853357632955) | > loss_disc_real_3: 0.19956885278224945 (0.2079060822725296) | > loss_disc_real_4: 0.1779899299144745 (0.19549818461139998) | > loss_disc_real_5: 0.19851727783679962 (0.208636453996102) | > loss_0: 2.2306461334228516 (2.2388656536738076) | > grad_norm_0: tensor(12.4782, device='cuda:0') (tensor(21.1444, device='cuda:0')) | > loss_gen: 2.726463556289673 (2.738792896270752) | > loss_kl: 1.6752784252166748 (1.7476567327976227) | > loss_feat: 8.183252334594727 (8.259036978085836) | > loss_mel: 13.320391654968262 (13.18835163116455) | > loss_duration: 1.7039473056793213 (1.6791155834992726) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.609333038330078 (27.612954298655193) | > grad_norm_1: tensor(172.9993, device='cuda:0') (tensor(457.1200, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8353 (0.8337764541308085) | > loader_time: 0.0087 (0.009585897127787272)  --> TIME: 2025-05-10 09:03:56 -- STEP: 62/725 -- GLOBAL_STEP: 225000 | > loss_disc: 2.3272342681884766 (2.2119396809608705) | > loss_disc_real_0: 0.17546284198760986 (0.13938078128041761) | > loss_disc_real_1: 0.19878756999969482 (0.19508486096897434) | > loss_disc_real_2: 0.21247856318950653 (0.1893407885105379) | > loss_disc_real_3: 0.18358175456523895 (0.2069112826739588) | > loss_disc_real_4: 0.19290855526924133 (0.19663914269016639) | > loss_disc_real_5: 0.1714698076248169 (0.20318794899409817) | > loss_0: 2.3272342681884766 (2.2119396809608705) | > grad_norm_0: tensor(26.1163, device='cuda:0') (tensor(23.0092, device='cuda:0')) | > loss_gen: 2.6591148376464844 (2.767381621945289) | > loss_kl: 1.784444808959961 (1.721779869448754) | > loss_feat: 7.728462219238281 (8.234867318984) | > loss_mel: 12.231491088867188 (13.145834492098901) | > loss_duration: 1.7245060205459595 (1.674412073627595) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.128019332885742 (27.54427562221404) | > grad_norm_1: tensor(495.1072, device='cuda:0') (tensor(479.3534, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.856 (0.857391188221593) | > loader_time: 0.0095 (0.0097055358271445) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_225000.pth  --> TIME: 2025-05-10 09:04:42 -- STEP: 112/725 -- GLOBAL_STEP: 225050 | > loss_disc: 2.2955710887908936 (2.204245645020689) | > loss_disc_real_0: 0.19842787086963654 (0.1406540696376136) | > loss_disc_real_1: 0.19780710339546204 (0.19271578027733735) | > loss_disc_real_2: 0.22140483558177948 (0.18837071795548707) | > loss_disc_real_3: 0.2092883586883545 (0.20634555337684496) | > loss_disc_real_4: 0.1788373440504074 (0.1956979066931776) | > loss_disc_real_5: 0.20801712572574615 (0.20216739736497402) | > loss_0: 2.2955710887908936 (2.204245645020689) | > grad_norm_0: tensor(30.2624, device='cuda:0') (tensor(23.9393, device='cuda:0')) | > loss_gen: 2.839209794998169 (2.7801934608391354) | > loss_kl: 1.7542661428451538 (1.712391390332154) | > loss_feat: 8.039968490600586 (8.284444361925122) | > loss_mel: 12.5632963180542 (13.194922089576721) | > loss_duration: 1.6809388399124146 (1.6797688081860542) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.8776798248291 (27.651720353535243) | > grad_norm_1: tensor(573.9668, device='cuda:0') (tensor(503.9566, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8332 (0.8563301414251328) | > loader_time: 0.0097 (0.00990769267082214)  --> TIME: 2025-05-10 09:05:25 -- STEP: 162/725 -- GLOBAL_STEP: 225100 | > loss_disc: 2.260246753692627 (2.201326090612528) | > loss_disc_real_0: 0.14026881754398346 (0.1392441206600195) | > loss_disc_real_1: 0.18395894765853882 (0.19244697515243364) | > loss_disc_real_2: 0.18357452750205994 (0.18814491535778397) | > loss_disc_real_3: 0.20491012930870056 (0.20517297640994747) | > loss_disc_real_4: 0.1897505223751068 (0.19601047857676027) | > loss_disc_real_5: 0.19680511951446533 (0.20348851769058793) | > loss_0: 2.260246753692627 (2.201326090612528) | > grad_norm_0: tensor(10.6612, device='cuda:0') (tensor(23.9042, device='cuda:0')) | > loss_gen: 2.6617932319641113 (2.7774637554898676) | > loss_kl: 1.727160096168518 (1.7223258239251595) | > loss_feat: 7.522304534912109 (8.31599159005247) | > loss_mel: 13.292621612548828 (13.20036370077251) | > loss_duration: 1.6303151845932007 (1.6799630022343295) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.834196090698242 (27.69610804098624) | > grad_norm_1: tensor(402.2348, device='cuda:0') (tensor(507.1275, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.835 (0.85470340428529) | > loader_time: 0.0093 (0.009884113146934978)  --> TIME: 2025-05-10 09:06:09 -- STEP: 212/725 -- GLOBAL_STEP: 225150 | > loss_disc: 2.226637601852417 (2.2069417373189375) | > loss_disc_real_0: 0.12919852137565613 (0.1399782142197749) | > loss_disc_real_1: 0.19177846610546112 (0.19275831578756278) | > loss_disc_real_2: 0.17502999305725098 (0.18824074185400638) | > loss_disc_real_3: 0.22386594116687775 (0.20567560371644095) | > loss_disc_real_4: 0.21782159805297852 (0.19614844305335358) | > loss_disc_real_5: 0.21542726457118988 (0.20426697037973493) | > loss_0: 2.226637601852417 (2.2069417373189375) | > grad_norm_0: tensor(8.5439, device='cuda:0') (tensor(24.0622, device='cuda:0')) | > loss_gen: 2.781085968017578 (2.770331993417921) | > loss_kl: 1.6712895631790161 (1.7225193932371319) | > loss_feat: 8.5131196975708 (8.295907762815368) | > loss_mel: 13.095211029052734 (13.22604194677101) | > loss_duration: 1.6947054862976074 (1.6803347204091414) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.755413055419922 (27.6951359173037) | > grad_norm_1: tensor(363.3590, device='cuda:0') (tensor(498.0449, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8234 (0.854021305183195) | > loader_time: 0.0094 (0.00989121198654174)  --> TIME: 2025-05-10 09:06:51 -- STEP: 262/725 -- GLOBAL_STEP: 225200 | > loss_disc: 2.3390109539031982 (2.2124670152445773) | > loss_disc_real_0: 0.15106672048568726 (0.140563810400608) | > loss_disc_real_1: 0.19605177640914917 (0.19292955202910736) | > loss_disc_real_2: 0.20356765389442444 (0.1884446948311711) | > loss_disc_real_3: 0.19004352390766144 (0.2058007849650529) | > loss_disc_real_4: 0.19359473884105682 (0.1969188748652699) | > loss_disc_real_5: 0.22347329556941986 (0.20555162964431384) | > loss_0: 2.3390109539031982 (2.2124670152445773) | > grad_norm_0: tensor(22.9367, device='cuda:0') (tensor(23.2282, device='cuda:0')) | > loss_gen: 2.5082740783691406 (2.7577091710258084) | > loss_kl: 1.7115768194198608 (1.716522633574391) | > loss_feat: 6.481339931488037 (8.232565863441883) | > loss_mel: 11.06091594696045 (13.198270193493093) | > loss_duration: 1.6830540895462036 (1.681341927925139) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.445161819458008 (27.586409903664624) | > grad_norm_1: tensor(422.9762, device='cuda:0') (tensor(480.6889, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8744 (0.8519247096913464) | > loader_time: 0.0097 (0.00982137581774296)  --> TIME: 2025-05-10 09:07:35 -- STEP: 312/725 -- GLOBAL_STEP: 225250 | > loss_disc: 2.3031325340270996 (2.21546953075971) | > loss_disc_real_0: 0.13920734822750092 (0.14083738589229503) | > loss_disc_real_1: 0.19838397204875946 (0.1930858300377925) | > loss_disc_real_2: 0.18630832433700562 (0.1888707188937145) | > loss_disc_real_3: 0.22456352412700653 (0.20568578618650263) | > loss_disc_real_4: 0.18941596150398254 (0.19728179973287469) | > loss_disc_real_5: 0.21133357286453247 (0.20534164663881826) | > loss_0: 2.3031325340270996 (2.21546953075971) | > grad_norm_0: tensor(26.4527, device='cuda:0') (tensor(23.7752, device='cuda:0')) | > loss_gen: 2.5321385860443115 (2.7559059178217877) | > loss_kl: 1.5909253358840942 (1.7147951175769178) | > loss_feat: 6.954813480377197 (8.192295150879104) | > loss_mel: 11.926589012145996 (13.172204228547903) | > loss_duration: 1.6752252578735352 (1.6809644217674544) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.679691314697266 (27.516164920268913) | > grad_norm_1: tensor(514.4364, device='cuda:0') (tensor(481.6619, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8286 (0.8513210522822846) | > loader_time: 0.0105 (0.009766354774817437)  --> TIME: 2025-05-10 09:08:17 -- STEP: 362/725 -- GLOBAL_STEP: 225300 | > loss_disc: 2.1900813579559326 (2.214859610104425) | > loss_disc_real_0: 0.17062149941921234 (0.14068507061478852) | > loss_disc_real_1: 0.1747887283563614 (0.19318059317314817) | > loss_disc_real_2: 0.23942895233631134 (0.18955309392668265) | > loss_disc_real_3: 0.1947362869977951 (0.20536282345734916) | > loss_disc_real_4: 0.17019787430763245 (0.19689782782977466) | > loss_disc_real_5: 0.20384082198143005 (0.2046997691633293) | > loss_0: 2.1900813579559326 (2.214859610104425) | > grad_norm_0: tensor(35.0933, device='cuda:0') (tensor(24.1458, device='cuda:0')) | > loss_gen: 2.9448158740997314 (2.7598905372356195) | > loss_kl: 1.8274013996124268 (1.714387473480478) | > loss_feat: 8.933720588684082 (8.210028387564982) | > loss_mel: 14.649201393127441 (13.203375360583733) | > loss_duration: 1.6220200061798096 (1.6798865251778237) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.977161407470703 (27.567568336402513) | > grad_norm_1: tensor(827.3517, device='cuda:0') (tensor(488.6642, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8211 (0.8502424053065686) | > loader_time: 0.0095 (0.009764490206597256)  --> TIME: 2025-05-10 09:09:00 -- STEP: 412/725 -- GLOBAL_STEP: 225350 | > loss_disc: 2.146972417831421 (2.215845789724179) | > loss_disc_real_0: 0.1418578028678894 (0.14034043351929754) | > loss_disc_real_1: 0.1938127726316452 (0.19335845818074002) | > loss_disc_real_2: 0.20729900896549225 (0.1898322422961587) | > loss_disc_real_3: 0.20962195098400116 (0.2052232054179734) | > loss_disc_real_4: 0.21746288239955902 (0.19700735691681656) | > loss_disc_real_5: 0.19913938641548157 (0.20497555777575205) | > loss_0: 2.146972417831421 (2.215845789724179) | > grad_norm_0: tensor(29.1021, device='cuda:0') (tensor(24.2830, device='cuda:0')) | > loss_gen: 2.945390462875366 (2.7604141125401256) | > loss_kl: 1.8706969022750854 (1.7187178282483115) | > loss_feat: 9.288206100463867 (8.210075639983982) | > loss_mel: 14.31846809387207 (13.190744525020563) | > loss_duration: 1.6904314756393433 (1.6805008823431808) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.11319351196289 (27.560453063075983) | > grad_norm_1: tensor(468.9991, device='cuda:0') (tensor(495.3004, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8488 (0.8489331649345103) | > loader_time: 0.0095 (0.009738333016923327)  --> TIME: 2025-05-10 09:09:43 -- STEP: 462/725 -- GLOBAL_STEP: 225400 | > loss_disc: 2.1924736499786377 (2.215558560379651) | > loss_disc_real_0: 0.10076971352100372 (0.14033534843877807) | > loss_disc_real_1: 0.18315932154655457 (0.192919774908266) | > loss_disc_real_2: 0.21534089744091034 (0.18970131235463278) | > loss_disc_real_3: 0.2057075947523117 (0.2052934131064973) | > loss_disc_real_4: 0.1988251954317093 (0.19683165822452287) | > loss_disc_real_5: 0.21278421580791473 (0.20535596321413527) | > loss_0: 2.1924736499786377 (2.215558560379651) | > grad_norm_0: tensor(33.2880, device='cuda:0') (tensor(24.2667, device='cuda:0')) | > loss_gen: 2.8287899494171143 (2.759813480562979) | > loss_kl: 1.5725102424621582 (1.7227117997227297) | > loss_feat: 9.074719429016113 (8.212693506505062) | > loss_mel: 14.158742904663086 (13.198737375663988) | > loss_duration: 1.7004095315933228 (1.6802835366426605) | > amp_scaler: 256.0 (256.5541125541126) | > loss_1: 29.335172653198242 (27.574239767991102) | > grad_norm_1: tensor(736.6785, device='cuda:0') (tensor(495.9005, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.7937 (0.8474255552539579) | > loader_time: 0.0095 (0.009700948541814629)  --> TIME: 2025-05-10 09:10:25 -- STEP: 512/725 -- GLOBAL_STEP: 225450 | > loss_disc: 2.205904960632324 (2.216814260464157) | > loss_disc_real_0: 0.16985298693180084 (0.14071029439219282) | > loss_disc_real_1: 0.17795541882514954 (0.19266299219452773) | > loss_disc_real_2: 0.1610034555196762 (0.18963114311918616) | > loss_disc_real_3: 0.17093172669410706 (0.2052657122840174) | > loss_disc_real_4: 0.16715531051158905 (0.1971163857961074) | > loss_disc_real_5: 0.22931157052516937 (0.20554926269687712) | > loss_0: 2.205904960632324 (2.216814260464157) | > grad_norm_0: tensor(26.3387, device='cuda:0') (tensor(24.2736, device='cuda:0')) | > loss_gen: 2.729926109313965 (2.7577767465263614) | > loss_kl: 1.9355493783950806 (1.7221981827169661) | > loss_feat: 7.972975730895996 (8.203680625185374) | > loss_mel: 13.075030326843262 (13.179141569882631) | > loss_duration: 1.6290476322174072 (1.6809469261206684) | > amp_scaler: 256.0 (256.4999999999997) | > loss_1: 27.342529296875 (27.54374409466982) | > grad_norm_1: tensor(553.6714, device='cuda:0') (tensor(497.8666, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8425 (0.8464480107650162) | > loader_time: 0.0102 (0.009691998828202484)  --> TIME: 2025-05-10 09:11:08 -- STEP: 562/725 -- GLOBAL_STEP: 225500 | > loss_disc: 2.0772786140441895 (2.217119664908299) | > loss_disc_real_0: 0.1273224651813507 (0.14063958520089603) | > loss_disc_real_1: 0.17266227304935455 (0.19278577139793338) | > loss_disc_real_2: 0.19109340012073517 (0.1896671154851167) | > loss_disc_real_3: 0.1546962410211563 (0.20529196764014382) | > loss_disc_real_4: 0.16074404120445251 (0.19699583801828674) | > loss_disc_real_5: 0.19032372534275055 (0.2055690393806352) | > loss_0: 2.0772786140441895 (2.217119664908299) | > grad_norm_0: tensor(19.9420, device='cuda:0') (tensor(24.2861, device='cuda:0')) | > loss_gen: 2.993495225906372 (2.755918055242492) | > loss_kl: 1.7384036779403687 (1.7253455528160861) | > loss_feat: 8.60323429107666 (8.191712893625178) | > loss_mel: 13.336236953735352 (13.165001361819773) | > loss_duration: 1.6587339639663696 (1.6810678712413833) | > amp_scaler: 256.0 (256.45551601423455) | > loss_1: 28.33010482788086 (27.519045765289633) | > grad_norm_1: tensor(545.2263, device='cuda:0') (tensor(499.6535, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8748 (0.8453664338461447) | > loader_time: 0.0096 (0.009672142856910135)  --> TIME: 2025-05-10 09:11:50 -- STEP: 612/725 -- GLOBAL_STEP: 225550 | > loss_disc: 2.2185964584350586 (2.2166225181685517) | > loss_disc_real_0: 0.13827385008335114 (0.14034269608898106) | > loss_disc_real_1: 0.18219996988773346 (0.19298224470097247) | > loss_disc_real_2: 0.2002260684967041 (0.1898701010040598) | > loss_disc_real_3: 0.20236238837242126 (0.20524189716168484) | > loss_disc_real_4: 0.2115103155374527 (0.1970579306674161) | > loss_disc_real_5: 0.18368284404277802 (0.2055068638151378) | > loss_0: 2.2185964584350586 (2.2166225181685517) | > grad_norm_0: tensor(11.7721, device='cuda:0') (tensor(24.3349, device='cuda:0')) | > loss_gen: 2.858903646469116 (2.7584334218424122) | > loss_kl: 1.8281800746917725 (1.7229924120155042) | > loss_feat: 8.194063186645508 (8.20428787960726) | > loss_mel: 12.98243236541748 (13.189984411975141) | > loss_duration: 1.615391731262207 (1.6808116804150974) | > amp_scaler: 256.0 (256.41830065359443) | > loss_1: 27.478973388671875 (27.55650984072218) | > grad_norm_1: tensor(461.9533, device='cuda:0') (tensor(498.4659, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8058 (0.8448821625678371) | > loader_time: 0.0096 (0.009687879116706601)  --> TIME: 2025-05-10 09:12:33 -- STEP: 662/725 -- GLOBAL_STEP: 225600 | > loss_disc: 2.411059856414795 (2.2176612010535117) | > loss_disc_real_0: 0.20696306228637695 (0.14079094898754746) | > loss_disc_real_1: 0.1773359626531601 (0.19332727996964472) | > loss_disc_real_2: 0.204152449965477 (0.18992744057560254) | > loss_disc_real_3: 0.2018684595823288 (0.20519395973927312) | > loss_disc_real_4: 0.23051950335502625 (0.19701264681592826) | > loss_disc_real_5: 0.21962861716747284 (0.2056419676974461) | > loss_0: 2.411059856414795 (2.2176612010535117) | > grad_norm_0: tensor(22.8139, device='cuda:0') (tensor(24.0889, device='cuda:0')) | > loss_gen: 2.541663646697998 (2.756604433779989) | > loss_kl: 1.8306714296340942 (1.721272416705452) | > loss_feat: 7.297292232513428 (8.190456069848329) | > loss_mel: 11.770390510559082 (13.173874435828171) | > loss_duration: 1.7092474699020386 (1.6813280735491265) | > amp_scaler: 256.0 (256.38670694864027) | > loss_1: 25.14926528930664 (27.52353546338499) | > grad_norm_1: tensor(399.9404, device='cuda:0') (tensor(494.5588, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8601 (0.8443025217315585) | > loader_time: 0.0097 (0.009685689228899171)  --> TIME: 2025-05-10 09:13:16 -- STEP: 712/725 -- GLOBAL_STEP: 225650 | > loss_disc: 2.0759389400482178 (2.2188353793004887) | > loss_disc_real_0: 0.07521000504493713 (0.14116053297864592) | > loss_disc_real_1: 0.17810876667499542 (0.1933222773453493) | > loss_disc_real_2: 0.1835678517818451 (0.19004317996709538) | > loss_disc_real_3: 0.17496052384376526 (0.2051026154560655) | > loss_disc_real_4: 0.2001352459192276 (0.19692762106071043) | > loss_disc_real_5: 0.18567633628845215 (0.20573431448069185) | > loss_0: 2.0759389400482178 (2.2188353793004887) | > grad_norm_0: tensor(34.0471, device='cuda:0') (tensor(24.0476, device='cuda:0')) | > loss_gen: 2.9508378505706787 (2.756129271528692) | > loss_kl: 1.6733092069625854 (1.7206780890400497) | > loss_feat: 9.24764347076416 (8.192273986473507) | > loss_mel: 15.178550720214844 (13.174559433808488) | > loss_duration: 1.680687427520752 (1.6809826968760972) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 30.731027603149414 (27.52462350920345) | > grad_norm_1: tensor(651.2050, device='cuda:0') (tensor(493.0305, device='cuda:0')) | > current_lr_0: 0.00019391897878482186 | > current_lr_1: 0.00019391897878482186 | > step_time: 0.8147 (0.8448888826906015) | > loader_time: 0.0096 (0.009696653719698453)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2873668670654297 (2.2873668670654297) | > loss_disc_real_0: 0.102762371301651 (0.102762371301651) | > loss_disc_real_1: 0.16413402557373047 (0.16413402557373047) | > loss_disc_real_2: 0.2219538539648056 (0.2219538539648056) | > loss_disc_real_3: 0.13532942533493042 (0.13532942533493042) | > loss_disc_real_4: 0.2137349247932434 (0.2137349247932434) | > loss_disc_real_5: 0.20802538096904755 (0.20802538096904755) | > loss_0: 2.2873668670654297 (2.2873668670654297) | > loss_gen: 2.376559019088745 (2.376559019088745) | > loss_kl: 2.001009941101074 (2.001009941101074) | > loss_feat: 9.395085334777832 (9.395085334777832) | > loss_mel: 14.743585586547852 (14.743585586547852) | > loss_duration: 1.7059324979782104 (1.7059324979782104) | > loss_1: 30.222171783447266 (30.222171783447266)  --> STEP: 1 | > loss_disc: 2.2834856510162354 (2.2834856510162354) | > loss_disc_real_0: 0.08211792260408401 (0.08211792260408401) | > loss_disc_real_1: 0.17434875667095184 (0.17434875667095184) | > loss_disc_real_2: 0.22953349351882935 (0.22953349351882935) | > loss_disc_real_3: 0.15388019382953644 (0.15388019382953644) | > loss_disc_real_4: 0.21874235570430756 (0.21874235570430756) | > loss_disc_real_5: 0.20027920603752136 (0.20027920603752136) | > loss_0: 2.2834856510162354 (2.2834856510162354) | > loss_gen: 2.3949108123779297 (2.3949108123779297) | > loss_kl: 1.9358887672424316 (1.9358887672424316) | > loss_feat: 8.49516487121582 (8.49516487121582) | > loss_mel: 14.431557655334473 (14.431557655334473) | > loss_duration: 1.7993030548095703 (1.7993030548095703) | > loss_1: 29.05682373046875 (29.05682373046875)  --> STEP: 2 | > loss_disc: 2.3667733669281006 (2.325129508972168) | > loss_disc_real_0: 0.11289527267217636 (0.09750659763813019) | > loss_disc_real_1: 0.18854807317256927 (0.18144841492176056) | > loss_disc_real_2: 0.23183052241802216 (0.23068200796842575) | > loss_disc_real_3: 0.15603628754615784 (0.15495824068784714) | > loss_disc_real_4: 0.22108294069766998 (0.21991264820098877) | > loss_disc_real_5: 0.19409386813640594 (0.19718653708696365) | > loss_0: 2.3667733669281006 (2.325129508972168) | > loss_gen: 2.2709155082702637 (2.3329131603240967) | > loss_kl: 1.877949833869934 (1.9069193005561829) | > loss_feat: 6.723729610443115 (7.609447240829468) | > loss_mel: 11.81139850616455 (13.121478080749512) | > loss_duration: 1.855029582977295 (1.8271663188934326) | > loss_1: 24.539024353027344 (26.797924041748047)  --> STEP: 3 | > loss_disc: 2.2594518661499023 (2.303236961364746) | > loss_disc_real_0: 0.09975986927747726 (0.09825768818457921) | > loss_disc_real_1: 0.18188267946243286 (0.18159316976865134) | > loss_disc_real_2: 0.23383007943630219 (0.23173136512438455) | > loss_disc_real_3: 0.14391140639781952 (0.15127596259117126) | > loss_disc_real_4: 0.20861154794692993 (0.21614561478296915) | > loss_disc_real_5: 0.21180550754070282 (0.20205952723821005) | > loss_0: 2.2594518661499023 (2.303236961364746) | > loss_gen: 2.4584298133850098 (2.3747520446777344) | > loss_kl: 1.924100637435913 (1.9126464128494263) | > loss_feat: 8.503559112548828 (7.907484531402588) | > loss_mel: 13.490276336669922 (13.244410832722982) | > loss_duration: 1.811873197555542 (1.8220686117808025) | > loss_1: 28.1882381439209 (27.261362075805664)  --> STEP: 4 | > loss_disc: 2.048851251602173 (2.239640533924103) | > loss_disc_real_0: 0.06410747766494751 (0.08972013555467129) | > loss_disc_real_1: 0.17804448306560516 (0.18070599809288979) | > loss_disc_real_2: 0.23919272422790527 (0.23359670490026474) | > loss_disc_real_3: 0.10667253285646439 (0.14012510515749454) | > loss_disc_real_4: 0.2266324907541275 (0.21876733377575874) | > loss_disc_real_5: 0.19685879349708557 (0.20075934380292892) | > loss_0: 2.048851251602173 (2.239640533924103) | > loss_gen: 2.8894143104553223 (2.5034176111221313) | > loss_kl: 1.984677791595459 (1.9306542575359344) | > loss_feat: 10.840367317199707 (8.640705227851868) | > loss_mel: 16.828447341918945 (14.140419960021973) | > loss_duration: 1.750981330871582 (1.8042967915534973) | > loss_1: 34.293888092041016 (29.019493579864502) --> EVAL PERFORMANCE | > avg_loader_time: 0.2802554965019226 (+0.0016518831253051758) | > avg_loss_disc: 2.239640533924103 (+0.011216223239898682) | > avg_loss_disc_real_0: 0.08972013555467129 (-0.029125042259693146) | > avg_loss_disc_real_1: 0.18070599809288979 (-0.004755478352308273) | > avg_loss_disc_real_2: 0.23359670490026474 (+0.08018048107624054) | > avg_loss_disc_real_3: 0.14012510515749454 (-0.06137295253574848) | > avg_loss_disc_real_4: 0.21876733377575874 (-0.004391752183437347) | > avg_loss_disc_real_5: 0.20075934380292892 (-0.0033616535365581512) | > avg_loss_0: 2.239640533924103 (+0.011216223239898682) | > avg_loss_gen: 2.5034176111221313 (-0.08467906713485718) | > avg_loss_kl: 1.9306542575359344 (+0.11396467685699463) | > avg_loss_feat: 8.640705227851868 (+0.2345331907272339) | > avg_loss_mel: 14.140419960021973 (+0.03440284729003906) | > avg_loss_duration: 1.8042967915534973 (-0.0024137794971466064) | > avg_loss_1: 29.019493579864502 (+0.2958073616027832)  > EPOCH: 248/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 09:13:33)   --> TIME: 2025-05-10 09:14:07 -- STEP: 37/725 -- GLOBAL_STEP: 225700 | > loss_disc: 2.1338160037994385 (2.2288179719770276) | > loss_disc_real_0: 0.104243703186512 (0.14961290701821045) | > loss_disc_real_1: 0.18483659625053406 (0.19166717819265416) | > loss_disc_real_2: 0.16442540287971497 (0.18463117609152924) | > loss_disc_real_3: 0.21123221516609192 (0.2076751630048494) | > loss_disc_real_4: 0.19508476555347443 (0.19690162144802711) | > loss_disc_real_5: 0.25166383385658264 (0.20937714182041783) | > loss_0: 2.1338160037994385 (2.2288179719770276) | > grad_norm_0: tensor(22.3715, device='cuda:0') (tensor(22.0074, device='cuda:0')) | > loss_gen: 2.8522400856018066 (2.739211804157979) | > loss_kl: 1.6617038249969482 (1.7356919823466121) | > loss_feat: 9.8186616897583 (8.16196884980073) | > loss_mel: 14.479772567749023 (13.376781824472788) | > loss_duration: 1.6756248474121094 (1.6792945539629138) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.48800277709961 (27.69294888264424) | > grad_norm_1: tensor(656.4756, device='cuda:0') (tensor(439.5894, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8477 (0.8484589795808535) | > loader_time: 0.0096 (0.009890214816944019)  --> TIME: 2025-05-10 09:14:50 -- STEP: 87/725 -- GLOBAL_STEP: 225750 | > loss_disc: 2.193331241607666 (2.217671281989964) | > loss_disc_real_0: 0.10497881472110748 (0.14401850660984553) | > loss_disc_real_1: 0.179997518658638 (0.19184200191634834) | > loss_disc_real_2: 0.18959759175777435 (0.18700386052844167) | > loss_disc_real_3: 0.212116539478302 (0.20486805545187545) | > loss_disc_real_4: 0.22492271661758423 (0.1973032773226157) | > loss_disc_real_5: 0.22865311801433563 (0.20538641375371783) | > loss_0: 2.193331241607666 (2.217671281989964) | > grad_norm_0: tensor(22.4485, device='cuda:0') (tensor(22.5962, device='cuda:0')) | > loss_gen: 2.741356372833252 (2.7484981273782663) | > loss_kl: 1.7408525943756104 (1.7228229785787652) | > loss_feat: 8.593512535095215 (8.200132808466064) | > loss_mel: 12.905991554260254 (13.253018444982068) | > loss_duration: 1.6522984504699707 (1.6814297588392235) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.634010314941406 (27.605902112763502) | > grad_norm_1: tensor(597.2299, device='cuda:0') (tensor(482.7870, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8242 (0.8484577392709667) | > loader_time: 0.0092 (0.009863132717965661)  --> TIME: 2025-05-10 09:15:34 -- STEP: 137/725 -- GLOBAL_STEP: 225800 | > loss_disc: 2.1793720722198486 (2.2122711508813566) | > loss_disc_real_0: 0.11703430861234665 (0.1414187889899651) | > loss_disc_real_1: 0.18570609390735626 (0.19199992694558893) | > loss_disc_real_2: 0.16804161667823792 (0.18790964923635886) | > loss_disc_real_3: 0.19444110989570618 (0.203375473727275) | > loss_disc_real_4: 0.1951613575220108 (0.1975664487720406) | > loss_disc_real_5: 0.1630410999059677 (0.2037704410779215) | > loss_0: 2.1793720722198486 (2.2122711508813566) | > grad_norm_0: tensor(16.9577, device='cuda:0') (tensor(22.9011, device='cuda:0')) | > loss_gen: 2.9159438610076904 (2.7576529231384717) | > loss_kl: 1.7811404466629028 (1.7133122125681302) | > loss_feat: 9.222306251525879 (8.234752387025928) | > loss_mel: 13.15599250793457 (13.201647306010669) | > loss_duration: 1.6722815036773682 (1.6828663975652987) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.747663497924805 (27.590231150606257) | > grad_norm_1: tensor(259.0455, device='cuda:0') (tensor(497.9052, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8169 (0.8498125650586873) | > loader_time: 0.0094 (0.009869269210926807)  --> TIME: 2025-05-10 09:16:17 -- STEP: 187/725 -- GLOBAL_STEP: 225850 | > loss_disc: 2.2884557247161865 (2.218321977452162) | > loss_disc_real_0: 0.09394291788339615 (0.14237099981562978) | > loss_disc_real_1: 0.1971338540315628 (0.19305518365161303) | > loss_disc_real_2: 0.1783096343278885 (0.18871438750289982) | > loss_disc_real_3: 0.1979452520608902 (0.20437158277646744) | > loss_disc_real_4: 0.1930788904428482 (0.19739039879750447) | > loss_disc_real_5: 0.1874692440032959 (0.20487531908055678) | > loss_0: 2.2884557247161865 (2.218321977452162) | > grad_norm_0: tensor(19.3761, device='cuda:0') (tensor(24.0084, device='cuda:0')) | > loss_gen: 2.58290958404541 (2.753937990270194) | > loss_kl: 1.6568275690078735 (1.7032937040940965) | > loss_feat: 8.571335792541504 (8.215334711227822) | > loss_mel: 13.434311866760254 (13.191963496692678) | > loss_duration: 1.691636085510254 (1.6830845892748094) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.93701934814453 (27.547614418886567) | > grad_norm_1: tensor(394.7162, device='cuda:0') (tensor(504.6815, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.865 (0.8490965748853224) | > loader_time: 0.01 (0.009846522846323917)  --> TIME: 2025-05-10 09:17:00 -- STEP: 237/725 -- GLOBAL_STEP: 225900 | > loss_disc: 2.192291259765625 (2.221455968381987) | > loss_disc_real_0: 0.13102766871452332 (0.14297840756831792) | > loss_disc_real_1: 0.1867769956588745 (0.19301774280483713) | > loss_disc_real_2: 0.19347120821475983 (0.1885682661322099) | > loss_disc_real_3: 0.1993381828069687 (0.2045586756135844) | > loss_disc_real_4: 0.20075739920139313 (0.19724428163299085) | > loss_disc_real_5: 0.2255304455757141 (0.20614896796423673) | > loss_0: 2.192291259765625 (2.221455968381987) | > grad_norm_0: tensor(18.8670, device='cuda:0') (tensor(22.5364, device='cuda:0')) | > loss_gen: 2.8165998458862305 (2.7419638291692916) | > loss_kl: 1.8736203908920288 (1.6990452391185844) | > loss_feat: 8.419561386108398 (8.165322575388068) | > loss_mel: 13.769599914550781 (13.142036124120784) | > loss_duration: 1.651240587234497 (1.682382671641901) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.530624389648438 (27.430750416300974) | > grad_norm_1: tensor(336.5440, device='cuda:0') (tensor(469.4688, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8316 (0.850000380463741) | > loader_time: 0.0112 (0.009908165106793496)  --> TIME: 2025-05-10 09:17:43 -- STEP: 287/725 -- GLOBAL_STEP: 225950 | > loss_disc: 2.0942728519439697 (2.2180002092899764) | > loss_disc_real_0: 0.12185279279947281 (0.14215555029048324) | > loss_disc_real_1: 0.1863168627023697 (0.192756087833996) | > loss_disc_real_2: 0.1906338930130005 (0.1886493446831089) | > loss_disc_real_3: 0.17368195950984955 (0.2048150427665445) | > loss_disc_real_4: 0.17253448069095612 (0.19673098966427385) | > loss_disc_real_5: 0.23291455209255219 (0.20594166515180867) | > loss_0: 2.0942728519439697 (2.2180002092899764) | > grad_norm_0: tensor(10.9931, device='cuda:0') (tensor(22.4701, device='cuda:0')) | > loss_gen: 2.9874300956726074 (2.746296876814305) | > loss_kl: 1.5814262628555298 (1.703173406863462) | > loss_feat: 9.13121509552002 (8.190905298505504) | > loss_mel: 14.896025657653809 (13.177705329469687) | > loss_duration: 1.697882056236267 (1.6823937427706837) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.29397964477539 (27.500474663977013) | > grad_norm_1: tensor(430.4439, device='cuda:0') (tensor(473.0297, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8035 (0.8492594836896308) | > loader_time: 0.0097 (0.009885572805637267)  --> TIME: 2025-05-10 09:18:26 -- STEP: 337/725 -- GLOBAL_STEP: 226000 | > loss_disc: 2.0221898555755615 (2.217805795216773) | > loss_disc_real_0: 0.10472586750984192 (0.14273142578074768) | > loss_disc_real_1: 0.18661624193191528 (0.19258134535759772) | > loss_disc_real_2: 0.16503921151161194 (0.18847550243935174) | > loss_disc_real_3: 0.20802021026611328 (0.2046281394247486) | > loss_disc_real_4: 0.20893117785453796 (0.1973896487795635) | > loss_disc_real_5: 0.22765286266803741 (0.20575938840294442) | > loss_0: 2.0221898555755615 (2.217805795216773) | > grad_norm_0: tensor(30.7515, device='cuda:0') (tensor(22.9188, device='cuda:0')) | > loss_gen: 2.992490768432617 (2.746184609410316) | > loss_kl: 1.6360896825790405 (1.7071730991499368) | > loss_feat: 9.274174690246582 (8.179031680528768) | > loss_mel: 14.132078170776367 (13.152848617259401) | > loss_duration: 1.6576179265975952 (1.6816747231016527) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.69245147705078 (27.466912713885673) | > grad_norm_1: tensor(658.2715, device='cuda:0') (tensor(476.8271, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8871 (0.8487689396040379) | > loader_time: 0.0108 (0.009881316731167124) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_226000.pth  --> TIME: 2025-05-10 09:19:12 -- STEP: 387/725 -- GLOBAL_STEP: 226050 | > loss_disc: 2.324286937713623 (2.2167057411923263) | > loss_disc_real_0: 0.13864412903785706 (0.14266571183075274) | > loss_disc_real_1: 0.19324487447738647 (0.19220466904091893) | > loss_disc_real_2: 0.22286659479141235 (0.18853813952715823) | > loss_disc_real_3: 0.21027202904224396 (0.20452812776085025) | > loss_disc_real_4: 0.23330000042915344 (0.19711468998313877) | > loss_disc_real_5: 0.2306632250547409 (0.20561790989966963) | > loss_0: 2.324286937713623 (2.2167057411923263) | > grad_norm_0: tensor(38.1670, device='cuda:0') (tensor(23.0588, device='cuda:0')) | > loss_gen: 2.6947290897369385 (2.7496068262006568) | > loss_kl: 1.6808836460113525 (1.705836909993983) | > loss_feat: 6.906152248382568 (8.194314275293074) | > loss_mel: 11.368145942687988 (13.163792279955645) | > loss_duration: 1.760972023010254 (1.6815181918230475) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.41088104248047 (27.49506844414606) | > grad_norm_1: tensor(633.8452, device='cuda:0') (tensor(477.6768, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8584 (0.8492384917976323) | > loader_time: 0.012 (0.009952977030160199)  --> TIME: 2025-05-10 09:19:55 -- STEP: 437/725 -- GLOBAL_STEP: 226100 | > loss_disc: 2.3035192489624023 (2.2174544001607663) | > loss_disc_real_0: 0.15548661351203918 (0.14259908967214532) | > loss_disc_real_1: 0.1798553168773651 (0.1924778813969352) | > loss_disc_real_2: 0.21226921677589417 (0.18860735554989744) | > loss_disc_real_3: 0.20948666334152222 (0.20458063452549335) | > loss_disc_real_4: 0.20997343957424164 (0.1970349930789433) | > loss_disc_real_5: 0.24262668192386627 (0.20578301215471875) | > loss_0: 2.3035192489624023 (2.2174544001607663) | > grad_norm_0: tensor(31.8339, device='cuda:0') (tensor(23.0779, device='cuda:0')) | > loss_gen: 2.78701114654541 (2.7515196500162773) | > loss_kl: 1.8000140190124512 (1.7093053469668815) | > loss_feat: 7.74392557144165 (8.20141225766809) | > loss_mel: 12.214631080627441 (13.171466364740507) | > loss_duration: 1.6391843557357788 (1.6811761037708692) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.18476676940918 (27.514879676242725) | > grad_norm_1: tensor(625.2245, device='cuda:0') (tensor(476.8449, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8862 (0.8483071703659864) | > loader_time: 0.0105 (0.009974111408609002)  --> TIME: 2025-05-10 09:20:38 -- STEP: 487/725 -- GLOBAL_STEP: 226150 | > loss_disc: 2.244774341583252 (2.218217895750638) | > loss_disc_real_0: 0.1510293185710907 (0.14260324035643065) | > loss_disc_real_1: 0.1987408846616745 (0.1923676637714648) | > loss_disc_real_2: 0.2124222368001938 (0.18896711405053032) | > loss_disc_real_3: 0.18566687405109406 (0.2047922016108061) | > loss_disc_real_4: 0.2230786830186844 (0.19744132428565803) | > loss_disc_real_5: 0.18944405019283295 (0.20554554930580218) | > loss_0: 2.244774341583252 (2.218217895750638) | > grad_norm_0: tensor(20.2542, device='cuda:0') (tensor(23.2790, device='cuda:0')) | > loss_gen: 2.591954231262207 (2.7506677546295535) | > loss_kl: 1.6537764072418213 (1.7121817054689792) | > loss_feat: 7.528517246246338 (8.193191727084054) | > loss_mel: 11.857152938842773 (13.183853372656099) | > loss_duration: 1.6634382009506226 (1.6817036756989403) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.29483985900879 (27.521598173607554) | > grad_norm_1: tensor(497.6829, device='cuda:0') (tensor(482.6348, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8182 (0.8482013184431889) | > loader_time: 0.0089 (0.009994555792524585)  --> TIME: 2025-05-10 09:21:21 -- STEP: 537/725 -- GLOBAL_STEP: 226200 | > loss_disc: 2.2963333129882812 (2.2183999544637403) | > loss_disc_real_0: 0.13419334590435028 (0.14223525870168238) | > loss_disc_real_1: 0.18108151853084564 (0.1924310455608634) | > loss_disc_real_2: 0.19274002313613892 (0.18910956221807823) | > loss_disc_real_3: 0.21031415462493896 (0.2048360861879488) | > loss_disc_real_4: 0.1854734569787979 (0.19739829001035994) | > loss_disc_real_5: 0.1845560222864151 (0.20561508551323207) | > loss_0: 2.2963333129882812 (2.2183999544637403) | > grad_norm_0: tensor(11.8755, device='cuda:0') (tensor(23.4474, device='cuda:0')) | > loss_gen: 2.6874217987060547 (2.750920709062998) | > loss_kl: 1.5309040546417236 (1.7158127430431007) | > loss_feat: 7.645630359649658 (8.19501868217795) | > loss_mel: 12.012470245361328 (13.19636712171956) | > loss_duration: 1.7062087059020996 (1.6821670680960685) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.5826358795166 (27.540286257724304) | > grad_norm_1: tensor(493.7697, device='cuda:0') (tensor(486.2149, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8491 (0.848571483427364) | > loader_time: 0.0102 (0.01003372647020848)  --> TIME: 2025-05-10 09:22:05 -- STEP: 587/725 -- GLOBAL_STEP: 226250 | > loss_disc: 2.2518019676208496 (2.217817673285127) | > loss_disc_real_0: 0.11436813324689865 (0.14237243520949522) | > loss_disc_real_1: 0.21934539079666138 (0.1923851513984459) | > loss_disc_real_2: 0.20744547247886658 (0.18915457018290915) | > loss_disc_real_3: 0.21743930876255035 (0.20489405527127058) | > loss_disc_real_4: 0.18704327940940857 (0.19724121573024148) | > loss_disc_real_5: 0.2045985460281372 (0.20580639635582382) | > loss_0: 2.2518019676208496 (2.217817673285127) | > grad_norm_0: tensor(27.3891, device='cuda:0') (tensor(23.5462, device='cuda:0')) | > loss_gen: 2.616863489151001 (2.752420212990989) | > loss_kl: 1.7583506107330322 (1.7156215520286886) | > loss_feat: 8.173527717590332 (8.205604484174687) | > loss_mel: 13.412236213684082 (13.203881947713976) | > loss_duration: 1.6567418575286865 (1.6818895705513894) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.617719650268555 (27.559417701864163) | > grad_norm_1: tensor(649.1625, device='cuda:0') (tensor(486.1074, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.852 (0.8483438581177485) | > loader_time: 0.0121 (0.010089055846050207)  --> TIME: 2025-05-10 09:22:48 -- STEP: 637/725 -- GLOBAL_STEP: 226300 | > loss_disc: 2.282721996307373 (2.2170865105310087) | > loss_disc_real_0: 0.2115112543106079 (0.14248839328343302) | > loss_disc_real_1: 0.17793573439121246 (0.19228760114457202) | > loss_disc_real_2: 0.20141556859016418 (0.18907479684525044) | > loss_disc_real_3: 0.2224307358264923 (0.20485430778102195) | > loss_disc_real_4: 0.2129659503698349 (0.19705923577679943) | > loss_disc_real_5: 0.23257920145988464 (0.2058902687423831) | > loss_0: 2.282721996307373 (2.2170865105310087) | > grad_norm_0: tensor(29.5261, device='cuda:0') (tensor(23.7006, device='cuda:0')) | > loss_gen: 2.637822389602661 (2.753563268966913) | > loss_kl: 1.7156176567077637 (1.715412086744324) | > loss_feat: 7.071347236633301 (8.21790596005307) | > loss_mel: 11.228276252746582 (13.22156579004165) | > loss_duration: 1.6452369689941406 (1.6816131716807559) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.29829978942871 (27.59006023257269) | > grad_norm_1: tensor(434.1819, device='cuda:0') (tensor(487.8375, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8409 (0.8481938838958738) | > loader_time: 0.0115 (0.010124225257142936)  --> TIME: 2025-05-10 09:23:30 -- STEP: 687/725 -- GLOBAL_STEP: 226350 | > loss_disc: 2.2807955741882324 (2.216479516619331) | > loss_disc_real_0: 0.1323200762271881 (0.1421437120225059) | > loss_disc_real_1: 0.19083380699157715 (0.19226098882666143) | > loss_disc_real_2: 0.21708641946315765 (0.18916510863248612) | > loss_disc_real_3: 0.20566847920417786 (0.2047403357608524) | > loss_disc_real_4: 0.19501356780529022 (0.19690816713906445) | > loss_disc_real_5: 0.20918221771717072 (0.20586500569549007) | > loss_0: 2.2807955741882324 (2.216479516619331) | > grad_norm_0: tensor(16.0672, device='cuda:0') (tensor(23.7412, device='cuda:0')) | > loss_gen: 2.596266984939575 (2.754432160087373) | > loss_kl: 1.7912137508392334 (1.716748414254779) | > loss_feat: 7.28458833694458 (8.229088588225975) | > loss_mel: 10.468011856079102 (13.229005072314667) | > loss_duration: 1.6915792226791382 (1.6814242809620488) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.831661224365234 (27.610698458409207) | > grad_norm_1: tensor(386.4197, device='cuda:0') (tensor(489.3303, device='cuda:0')) | > current_lr_0: 0.00019389473891247375 | > current_lr_1: 0.00019389473891247375 | > step_time: 0.8607 (0.8476520507790287) | > loader_time: 0.0107 (0.010144837905572838)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.179612636566162 (2.179612636566162) | > loss_disc_real_0: 0.16084514558315277 (0.16084514558315277) | > loss_disc_real_1: 0.16128407418727875 (0.16128407418727875) | > loss_disc_real_2: 0.19188827276229858 (0.19188827276229858) | > loss_disc_real_3: 0.2229471653699875 (0.2229471653699875) | > loss_disc_real_4: 0.2333238422870636 (0.2333238422870636) | > loss_disc_real_5: 0.26896634697914124 (0.26896634697914124) | > loss_0: 2.179612636566162 (2.179612636566162) | > loss_gen: 2.9644954204559326 (2.9644954204559326) | > loss_kl: 2.105151891708374 (2.105151891708374) | > loss_feat: 8.973666191101074 (8.973666191101074) | > loss_mel: 14.375114440917969 (14.375114440917969) | > loss_duration: 1.699925184249878 (1.699925184249878) | > loss_1: 30.11835289001465 (30.11835289001465)  --> STEP: 1 | > loss_disc: 2.1058273315429688 (2.1058273315429688) | > loss_disc_real_0: 0.15395236015319824 (0.15395236015319824) | > loss_disc_real_1: 0.1445986032485962 (0.1445986032485962) | > loss_disc_real_2: 0.1808684766292572 (0.1808684766292572) | > loss_disc_real_3: 0.2194800078868866 (0.2194800078868866) | > loss_disc_real_4: 0.2039032280445099 (0.2039032280445099) | > loss_disc_real_5: 0.2510424256324768 (0.2510424256324768) | > loss_0: 2.1058273315429688 (2.1058273315429688) | > loss_gen: 2.9669957160949707 (2.9669957160949707) | > loss_kl: 2.1711416244506836 (2.1711416244506836) | > loss_feat: 8.983782768249512 (8.983782768249512) | > loss_mel: 14.968274116516113 (14.968274116516113) | > loss_duration: 1.7897143363952637 (1.7897143363952637) | > loss_1: 30.87990951538086 (30.87990951538086)  --> STEP: 2 | > loss_disc: 2.1155998706817627 (2.1107136011123657) | > loss_disc_real_0: 0.15588417649269104 (0.15491826832294464) | > loss_disc_real_1: 0.13946793973445892 (0.14203327149152756) | > loss_disc_real_2: 0.19502094388008118 (0.1879447102546692) | > loss_disc_real_3: 0.2105872482061386 (0.2150336280465126) | > loss_disc_real_4: 0.23101139068603516 (0.21745730936527252) | > loss_disc_real_5: 0.2645806074142456 (0.2578115165233612) | > loss_0: 2.1155998706817627 (2.1107136011123657) | > loss_gen: 3.00846791267395 (2.9877318143844604) | > loss_kl: 2.027280330657959 (2.0992109775543213) | > loss_feat: 8.511741638183594 (8.747762203216553) | > loss_mel: 14.770893096923828 (14.86958360671997) | > loss_duration: 1.827157974243164 (1.8084361553192139) | > loss_1: 30.14554214477539 (30.512725830078125)  --> STEP: 3 | > loss_disc: 2.3153152465820312 (2.1789141496022544) | > loss_disc_real_0: 0.1634306013584137 (0.15775571266810098) | > loss_disc_real_1: 0.1729022115468979 (0.152322918176651) | > loss_disc_real_2: 0.19051207602024078 (0.18880049884319305) | > loss_disc_real_3: 0.23369066417217255 (0.22125264008839926) | > loss_disc_real_4: 0.25912803411483765 (0.2313475509484609) | > loss_disc_real_5: 0.28611814975738525 (0.2672470609347026) | > loss_0: 2.3153152465820312 (2.1789141496022544) | > loss_gen: 2.777233600616455 (2.9175657431284585) | > loss_kl: 2.015376329421997 (2.0712660948435464) | > loss_feat: 7.5604071617126465 (8.351977189381918) | > loss_mel: 13.234041213989258 (14.324402809143066) | > loss_duration: 1.8059735298156738 (1.8076152801513672) | > loss_1: 27.39303207397461 (29.472827911376953)  --> STEP: 4 | > loss_disc: 2.3340036869049072 (2.2176865339279175) | > loss_disc_real_0: 0.17490573227405548 (0.16204321756958961) | > loss_disc_real_1: 0.16676998138427734 (0.1559346839785576) | > loss_disc_real_2: 0.22953902184963226 (0.19898512959480286) | > loss_disc_real_3: 0.19539175927639008 (0.21478741988539696) | > loss_disc_real_4: 0.19209134578704834 (0.22153349965810776) | > loss_disc_real_5: 0.2822118401527405 (0.27098825573921204) | > loss_0: 2.3340036869049072 (2.2176865339279175) | > loss_gen: 2.579573631286621 (2.8330677151679993) | > loss_kl: 1.969984769821167 (2.0459457635879517) | > loss_feat: 8.162323951721191 (8.304563879966736) | > loss_mel: 11.886541366577148 (13.714937448501587) | > loss_duration: 1.7435333728790283 (1.7915948033332825) | > loss_1: 26.341957092285156 (28.690110206604004) --> EVAL PERFORMANCE | > avg_loader_time: 0.2783306837081909 (-0.0019248127937316895) | > avg_loss_disc: 2.2176865339279175 (-0.021953999996185303) | > avg_loss_disc_real_0: 0.16204321756958961 (+0.07232308201491833) | > avg_loss_disc_real_1: 0.1559346839785576 (-0.0247713141143322) | > avg_loss_disc_real_2: 0.19898512959480286 (-0.034611575305461884) | > avg_loss_disc_real_3: 0.21478741988539696 (+0.07466231472790241) | > avg_loss_disc_real_4: 0.22153349965810776 (+0.0027661658823490143) | > avg_loss_disc_real_5: 0.27098825573921204 (+0.07022891193628311) | > avg_loss_0: 2.2176865339279175 (-0.021953999996185303) | > avg_loss_gen: 2.8330677151679993 (+0.3296501040458679) | > avg_loss_kl: 2.0459457635879517 (+0.11529150605201721) | > avg_loss_feat: 8.304563879966736 (-0.33614134788513184) | > avg_loss_mel: 13.714937448501587 (-0.42548251152038574) | > avg_loss_duration: 1.7915948033332825 (-0.012701988220214844) | > avg_loss_1: 28.690110206604004 (-0.32938337326049805)  > EPOCH: 249/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 09:24:09)   --> TIME: 2025-05-10 09:24:22 -- STEP: 12/725 -- GLOBAL_STEP: 226400 | > loss_disc: 2.0535013675689697 (2.2139531572659807) | > loss_disc_real_0: 0.10389763116836548 (0.1414297061661879) | > loss_disc_real_1: 0.18413281440734863 (0.19043262427051863) | > loss_disc_real_2: 0.19279369711875916 (0.18841735770305) | > loss_disc_real_3: 0.23111076653003693 (0.20483061547080675) | > loss_disc_real_4: 0.22155065834522247 (0.20579895998040834) | > loss_disc_real_5: 0.1984090507030487 (0.21291022251049677) | > loss_0: 2.0535013675689697 (2.2139531572659807) | > grad_norm_0: tensor(27.6645, device='cuda:0') (tensor(25.9171, device='cuda:0')) | > loss_gen: 3.0692903995513916 (2.758843938509623) | > loss_kl: 1.8592581748962402 (1.7839663624763489) | > loss_feat: 8.977723121643066 (8.193431973457336) | > loss_mel: 13.788073539733887 (13.149928092956543) | > loss_duration: 1.7034469842910767 (1.6805736124515533) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.397790908813477 (27.566743691762287) | > grad_norm_1: tensor(656.7291, device='cuda:0') (tensor(508.9466, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8484 (0.8734260002772013) | > loader_time: 0.0092 (0.010282158851623535)  --> TIME: 2025-05-10 09:25:06 -- STEP: 62/725 -- GLOBAL_STEP: 226450 | > loss_disc: 2.3556911945343018 (2.215439446510806) | > loss_disc_real_0: 0.14716728031635284 (0.14351542197888895) | > loss_disc_real_1: 0.1851789951324463 (0.19268641885249846) | > loss_disc_real_2: 0.23094408214092255 (0.18796999680419121) | > loss_disc_real_3: 0.1984196901321411 (0.2052451586050372) | > loss_disc_real_4: 0.22776973247528076 (0.19705540494572732) | > loss_disc_real_5: 0.1944224238395691 (0.2057425432628201) | > loss_0: 2.3556911945343018 (2.215439446510806) | > grad_norm_0: tensor(28.6717, device='cuda:0') (tensor(25.4499, device='cuda:0')) | > loss_gen: 2.5192623138427734 (2.752040551554772) | > loss_kl: 1.643995761871338 (1.7189121630883986) | > loss_feat: 7.644827842712402 (8.211847497570902) | > loss_mel: 12.128816604614258 (13.074951510275564) | > loss_duration: 1.7160958051681519 (1.6764110249857749) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.652997970581055 (27.434162601347893) | > grad_norm_1: tensor(640.7070, device='cuda:0') (tensor(507.1867, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.851 (0.8568284280838505) | > loader_time: 0.0091 (0.010319882823574928)  --> TIME: 2025-05-10 09:25:48 -- STEP: 112/725 -- GLOBAL_STEP: 226500 | > loss_disc: 2.1562256813049316 (2.210318544081278) | > loss_disc_real_0: 0.18550841510295868 (0.14323679710339215) | > loss_disc_real_1: 0.19215138256549835 (0.19189086875745232) | > loss_disc_real_2: 0.19588707387447357 (0.18646803019302233) | > loss_disc_real_3: 0.21452340483665466 (0.2049435462270464) | > loss_disc_real_4: 0.17968185245990753 (0.1965456469250577) | > loss_disc_real_5: 0.2564643919467926 (0.20604412231062139) | > loss_0: 2.1562256813049316 (2.210318544081278) | > grad_norm_0: tensor(32.3727, device='cuda:0') (tensor(25.8562, device='cuda:0')) | > loss_gen: 2.987262725830078 (2.7616083707128247) | > loss_kl: 1.6516669988632202 (1.7139382128204619) | > loss_feat: 8.659634590148926 (8.252337745257785) | > loss_mel: 14.184930801391602 (13.085029891559056) | > loss_duration: 1.6923422813415527 (1.680023864975997) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.17583656311035 (27.492938024657114) | > grad_norm_1: tensor(577.3676, device='cuda:0') (tensor(515.6877, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8216 (0.8508548395974296) | > loader_time: 0.0094 (0.0101457919393267)  --> TIME: 2025-05-10 09:26:31 -- STEP: 162/725 -- GLOBAL_STEP: 226550 | > loss_disc: 2.1336231231689453 (2.2098826331856807) | > loss_disc_real_0: 0.14910058677196503 (0.14089449219129704) | > loss_disc_real_1: 0.1793895661830902 (0.19250081295584462) | > loss_disc_real_2: 0.20585456490516663 (0.18737508420958934) | > loss_disc_real_3: 0.1932159960269928 (0.20477507603757183) | > loss_disc_real_4: 0.17055685818195343 (0.1962646424402425) | > loss_disc_real_5: 0.21356205642223358 (0.20590070819045292) | > loss_0: 2.1336231231689453 (2.2098826331856807) | > grad_norm_0: tensor(19.1381, device='cuda:0') (tensor(25.2213, device='cuda:0')) | > loss_gen: 2.855888605117798 (2.7624684410330684) | > loss_kl: 1.7548884153366089 (1.7278641469684655) | > loss_feat: 8.241292953491211 (8.289750764399402) | > loss_mel: 13.757771492004395 (13.161219173007543) | > loss_duration: 1.6402523517608643 (1.6794074369065555) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.250093460083008 (27.620709972617068) | > grad_norm_1: tensor(255.6155, device='cuda:0') (tensor(509.1969, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8307 (0.8497224928420267) | > loader_time: 0.0094 (0.010092782385555317)  --> TIME: 2025-05-10 09:27:15 -- STEP: 212/725 -- GLOBAL_STEP: 226600 | > loss_disc: 2.108572006225586 (2.2113322480669564) | > loss_disc_real_0: 0.12433198094367981 (0.14153724996689365) | > loss_disc_real_1: 0.20025426149368286 (0.19269664156830543) | > loss_disc_real_2: 0.18498563766479492 (0.18794499970269654) | > loss_disc_real_3: 0.1907464563846588 (0.20464421555681056) | > loss_disc_real_4: 0.19583220779895782 (0.19660283062817915) | > loss_disc_real_5: 0.21860159933567047 (0.205536442966956) | > loss_0: 2.108572006225586 (2.2113322480669564) | > grad_norm_0: tensor(21.9831, device='cuda:0') (tensor(25.2672, device='cuda:0')) | > loss_gen: 2.7625062465667725 (2.7604527293511145) | > loss_kl: 1.6878461837768555 (1.7270862167736274) | > loss_feat: 8.605806350708008 (8.256765343108267) | > loss_mel: 14.343050003051758 (13.146802524350726) | > loss_duration: 1.6983375549316406 (1.6796226883834262) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.09754753112793 (27.570729525584095) | > grad_norm_1: tensor(622.8643, device='cuda:0') (tensor(501.9661, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8312 (0.8496401287474722) | > loader_time: 0.0115 (0.010159856868240068)  --> TIME: 2025-05-10 09:27:58 -- STEP: 262/725 -- GLOBAL_STEP: 226650 | > loss_disc: 2.0915889739990234 (2.2094794630094348) | > loss_disc_real_0: 0.15478482842445374 (0.1406393894314312) | > loss_disc_real_1: 0.1826137900352478 (0.19212933447752295) | > loss_disc_real_2: 0.19203244149684906 (0.1875820493197623) | > loss_disc_real_3: 0.1886979341506958 (0.20423568950127105) | > loss_disc_real_4: 0.1721808761358261 (0.19633206406622442) | > loss_disc_real_5: 0.19996625185012817 (0.2056811910890441) | > loss_0: 2.0915889739990234 (2.2094794630094348) | > grad_norm_0: tensor(22.2423, device='cuda:0') (tensor(24.7860, device='cuda:0')) | > loss_gen: 3.0014808177948 (2.7615148729950407) | > loss_kl: 1.6995227336883545 (1.721325890253519) | > loss_feat: 9.182239532470703 (8.262592008095664) | > loss_mel: 13.978660583496094 (13.14665398342919) | > loss_duration: 1.6830613613128662 (1.6812625368132845) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.544965744018555 (27.573349312061573) | > grad_norm_1: tensor(506.1541, device='cuda:0') (tensor(499.3661, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8743 (0.8483291473097474) | > loader_time: 0.0097 (0.0102492734676099)  --> TIME: 2025-05-10 09:28:41 -- STEP: 312/725 -- GLOBAL_STEP: 226700 | > loss_disc: 2.1162147521972656 (2.2075880269209547) | > loss_disc_real_0: 0.12415579706430435 (0.1405027751595929) | > loss_disc_real_1: 0.18224403262138367 (0.19193092193932113) | > loss_disc_real_2: 0.19127905368804932 (0.18777171985652197) | > loss_disc_real_3: 0.2217448651790619 (0.2042444387020974) | > loss_disc_real_4: 0.18760372698307037 (0.1964663662111912) | > loss_disc_real_5: 0.19855980575084686 (0.20463405076700905) | > loss_0: 2.1162147521972656 (2.2075880269209547) | > grad_norm_0: tensor(26.7190, device='cuda:0') (tensor(25.0063, device='cuda:0')) | > loss_gen: 2.8966798782348633 (2.7649291646786227) | > loss_kl: 1.633915901184082 (1.71703263429495) | > loss_feat: 9.64278793334961 (8.277627318333359) | > loss_mel: 15.23090934753418 (13.166763244531097) | > loss_duration: 1.6790966987609863 (1.6806358588047516) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.083389282226562 (27.606988264964176) | > grad_norm_1: tensor(464.0542, device='cuda:0') (tensor(496.9977, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8335 (0.8477815955113138) | > loader_time: 0.0101 (0.010313178484256454)  --> TIME: 2025-05-10 09:29:24 -- STEP: 362/725 -- GLOBAL_STEP: 226750 | > loss_disc: 2.3732223510742188 (2.2105209531046386) | > loss_disc_real_0: 0.09350134432315826 (0.1410106356919471) | > loss_disc_real_1: 0.18930372595787048 (0.19215015383715128) | > loss_disc_real_2: 0.21779532730579376 (0.1881835549575847) | > loss_disc_real_3: 0.17747759819030762 (0.20434140488093738) | > loss_disc_real_4: 0.21966877579689026 (0.19666356082943917) | > loss_disc_real_5: 0.20459216833114624 (0.20464484047823847) | > loss_0: 2.3732223510742188 (2.2105209531046386) | > grad_norm_0: tensor(20.1911, device='cuda:0') (tensor(25.0043, device='cuda:0')) | > loss_gen: 2.508976459503174 (2.7625766544710877) | > loss_kl: 1.9090100526809692 (1.7203975389016926) | > loss_feat: 7.0250678062438965 (8.255462584574587) | > loss_mel: 12.617897987365723 (13.166294885603765) | > loss_duration: 1.6141868829727173 (1.6798327733139966) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.675138473510742 (27.5845644671614) | > grad_norm_1: tensor(530.7992, device='cuda:0') (tensor(496.5164, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8342 (0.8476429334661576) | > loader_time: 0.0097 (0.010352211103913532)  --> TIME: 2025-05-10 09:30:07 -- STEP: 412/725 -- GLOBAL_STEP: 226800 | > loss_disc: 2.42014479637146 (2.2099598918146275) | > loss_disc_real_0: 0.17149026691913605 (0.14152510335795507) | > loss_disc_real_1: 0.2216518223285675 (0.19202887154753925) | > loss_disc_real_2: 0.21841971576213837 (0.18812731682386205) | > loss_disc_real_3: 0.20977683365345 (0.20420958817873194) | > loss_disc_real_4: 0.2360956221818924 (0.1966471837706936) | > loss_disc_real_5: 0.22422882914543152 (0.2047936329708516) | > loss_0: 2.42014479637146 (2.2099598918146275) | > grad_norm_0: tensor(25.6884, device='cuda:0') (tensor(24.8230, device='cuda:0')) | > loss_gen: 2.3256657123565674 (2.760474936476033) | > loss_kl: 1.5317596197128296 (1.7159849778541083) | > loss_feat: 5.99850606918335 (8.239521627287266) | > loss_mel: 10.95775032043457 (13.157042834365255) | > loss_duration: 1.6909561157226562 (1.6805023128546557) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.504638671875 (27.5535267116954) | > grad_norm_1: tensor(417.5438, device='cuda:0') (tensor(493.9517, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8451 (0.8477605228285184) | > loader_time: 0.0114 (0.010396199318969138)  --> TIME: 2025-05-10 09:30:50 -- STEP: 462/725 -- GLOBAL_STEP: 226850 | > loss_disc: 2.066340684890747 (2.2106993771218626) | > loss_disc_real_0: 0.11718690395355225 (0.1411035246824548) | > loss_disc_real_1: 0.15789289772510529 (0.19219209240886556) | > loss_disc_real_2: 0.20330658555030823 (0.18833917295519917) | > loss_disc_real_3: 0.19124820828437805 (0.20442509306070614) | > loss_disc_real_4: 0.1709854006767273 (0.1967397726330406) | > loss_disc_real_5: 0.176442489027977 (0.20496244454409654) | > loss_0: 2.066340684890747 (2.2106993771218626) | > grad_norm_0: tensor(28.4495, device='cuda:0') (tensor(24.5181, device='cuda:0')) | > loss_gen: 3.107574939727783 (2.7595649503526247) | > loss_kl: 1.6201351881027222 (1.713473412639651) | > loss_feat: 9.543235778808594 (8.232566035671157) | > loss_mel: 15.467964172363281 (13.158740673230326) | > loss_duration: 1.686086893081665 (1.6799965137011046) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.424997329711914 (27.5443416281696) | > grad_norm_1: tensor(634.6495, device='cuda:0') (tensor(498.7222, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.7955 (0.8472949256112563) | > loader_time: 0.0103 (0.010450020496979424)  --> TIME: 2025-05-10 09:31:33 -- STEP: 512/725 -- GLOBAL_STEP: 226900 | > loss_disc: 2.1313869953155518 (2.2101326528936616) | > loss_disc_real_0: 0.11093422770500183 (0.14139543072087696) | > loss_disc_real_1: 0.1794227510690689 (0.1920792746823281) | > loss_disc_real_2: 0.17518047988414764 (0.18814589310204605) | > loss_disc_real_3: 0.21869005262851715 (0.20452114226645796) | > loss_disc_real_4: 0.16795586049556732 (0.19664376118453217) | > loss_disc_real_5: 0.20879612863063812 (0.20468491615611129) | > loss_0: 2.1313869953155518 (2.2101326528936616) | > grad_norm_0: tensor(25.9406, device='cuda:0') (tensor(24.7116, device='cuda:0')) | > loss_gen: 2.823241710662842 (2.7621724535711123) | > loss_kl: 1.7349789142608643 (1.7167762944009155) | > loss_feat: 9.136788368225098 (8.240175228565942) | > loss_mel: 14.460511207580566 (13.170513978227975) | > loss_duration: 1.6317646503448486 (1.6807542191818357) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.78728675842285 (27.570392213761806) | > grad_norm_1: tensor(716.7070, device='cuda:0') (tensor(498.8720, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8512 (0.8467805515974758) | > loader_time: 0.0101 (0.010480198543518785)  --> TIME: 2025-05-10 09:32:16 -- STEP: 562/725 -- GLOBAL_STEP: 226950 | > loss_disc: 2.1956562995910645 (2.2092793908407664) | > loss_disc_real_0: 0.15295416116714478 (0.14096244143527598) | > loss_disc_real_1: 0.1823061853647232 (0.1921860119095901) | > loss_disc_real_2: 0.2178727239370346 (0.18810581585584582) | > loss_disc_real_3: 0.20575600862503052 (0.20456700801213024) | > loss_disc_real_4: 0.18576034903526306 (0.1965481228993881) | > loss_disc_real_5: 0.19839182496070862 (0.20487821417665136) | > loss_0: 2.1956562995910645 (2.2092793908407664) | > grad_norm_0: tensor(15.6305, device='cuda:0') (tensor(24.7341, device='cuda:0')) | > loss_gen: 2.7514760494232178 (2.7639762841934) | > loss_kl: 1.7475121021270752 (1.7199030268234714) | > loss_feat: 8.373608589172363 (8.239625323285422) | > loss_mel: 12.375289916992188 (13.174457249692326) | > loss_duration: 1.6447014808654785 (1.6804755639775368) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.892587661743164 (27.57843748615306) | > grad_norm_1: tensor(543.1410, device='cuda:0') (tensor(501.1082, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8745 (0.8464969209928951) | > loader_time: 0.0096 (0.010506745335046083)  --> TIME: 2025-05-10 09:32:59 -- STEP: 612/725 -- GLOBAL_STEP: 227000 | > loss_disc: 2.13010311126709 (2.2097947266366713) | > loss_disc_real_0: 0.12128842622041702 (0.14130374987676633) | > loss_disc_real_1: 0.2093348503112793 (0.19208160851126405) | > loss_disc_real_2: 0.1972145438194275 (0.18832372048614068) | > loss_disc_real_3: 0.20538043975830078 (0.20443766082034412) | > loss_disc_real_4: 0.20203754305839539 (0.19666813438137373) | > loss_disc_real_5: 0.1973402500152588 (0.20467977160040068) | > loss_0: 2.13010311126709 (2.2097947266366713) | > grad_norm_0: tensor(15.2202, device='cuda:0') (tensor(24.6819, device='cuda:0')) | > loss_gen: 2.9719014167785645 (2.761849407277078) | > loss_kl: 1.7806518077850342 (1.7184591704334309) | > loss_feat: 9.066856384277344 (8.22891261764602) | > loss_mel: 14.836128234863281 (13.168803057639426) | > loss_duration: 1.6109609603881836 (1.6799075307409748) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.266498565673828 (27.55793181587668) | > grad_norm_1: tensor(85.6333, device='cuda:0') (tensor(497.1447, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8175 (0.8469286085733401) | > loader_time: 0.0107 (0.010502867449342812) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_227000.pth  --> TIME: 2025-05-10 09:33:44 -- STEP: 662/725 -- GLOBAL_STEP: 227050 | > loss_disc: 2.318164587020874 (2.21226546915636) | > loss_disc_real_0: 0.11010773479938507 (0.14133048015913918) | > loss_disc_real_1: 0.22456948459148407 (0.1924767875284227) | > loss_disc_real_2: 0.2101912647485733 (0.1885918716694653) | > loss_disc_real_3: 0.2017267644405365 (0.20458613853800353) | > loss_disc_real_4: 0.212188720703125 (0.1968500122337903) | > loss_disc_real_5: 0.21946044266223907 (0.20499822839509324) | > loss_0: 2.318164587020874 (2.21226546915636) | > grad_norm_0: tensor(18.3534, device='cuda:0') (tensor(24.4376, device='cuda:0')) | > loss_gen: 2.6650612354278564 (2.757865840214618) | > loss_kl: 1.7682620286941528 (1.7181664912362113) | > loss_feat: 8.19705867767334 (8.210438077183296) | > loss_mel: 12.749340057373047 (13.150851778393426) | > loss_duration: 1.6931155920028687 (1.6802989752271025) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.072837829589844 (27.517621190166185) | > grad_norm_1: tensor(617.9300, device='cuda:0') (tensor(494.7217, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.8745 (0.84628765028409) | > loader_time: 0.0109 (0.010476462790613079)  --> TIME: 2025-05-10 09:34:28 -- STEP: 712/725 -- GLOBAL_STEP: 227100 | > loss_disc: 2.2301278114318848 (2.2128712317247032) | > loss_disc_real_0: 0.10841163992881775 (0.1414956608159321) | > loss_disc_real_1: 0.20704400539398193 (0.19243510140713016) | > loss_disc_real_2: 0.21345992386341095 (0.1888912616067388) | > loss_disc_real_3: 0.22264252603054047 (0.20470647352716245) | > loss_disc_real_4: 0.19608186185359955 (0.19683897223198013) | > loss_disc_real_5: 0.18755057454109192 (0.20491364771981588) | > loss_0: 2.2301278114318848 (2.2128712317247032) | > grad_norm_0: tensor(15.0994, device='cuda:0') (tensor(24.4163, device='cuda:0')) | > loss_gen: 2.799636125564575 (2.7577052313960007) | > loss_kl: 1.68972647190094 (1.7145410077960304) | > loss_feat: 8.09614372253418 (8.213744731431603) | > loss_mel: 13.919337272644043 (13.161149187034436) | > loss_duration: 1.6859393119812012 (1.679835345135646) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.190784454345703 (27.526975513844008) | > grad_norm_1: tensor(532.9456, device='cuda:0') (tensor(495.9355, device='cuda:0')) | > current_lr_0: 0.00019387050207010967 | > current_lr_1: 0.00019387050207010967 | > step_time: 0.811 (0.8465624233979857) | > loader_time: 0.0108 (0.01047773006257045)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.228511333465576 (2.228511333465576) | > loss_disc_real_0: 0.12455946207046509 (0.12455946207046509) | > loss_disc_real_1: 0.18808071315288544 (0.18808071315288544) | > loss_disc_real_2: 0.20722727477550507 (0.20722727477550507) | > loss_disc_real_3: 0.21629907190799713 (0.21629907190799713) | > loss_disc_real_4: 0.2493160516023636 (0.2493160516023636) | > loss_disc_real_5: 0.23626165091991425 (0.23626165091991425) | > loss_0: 2.228511333465576 (2.228511333465576) | > loss_gen: 2.7558717727661133 (2.7558717727661133) | > loss_kl: 2.1239287853240967 (2.1239287853240967) | > loss_feat: 9.07912826538086 (9.07912826538086) | > loss_mel: 15.377264022827148 (15.377264022827148) | > loss_duration: 1.699613094329834 (1.699613094329834) | > loss_1: 31.03580665588379 (31.03580665588379)  --> STEP: 1 | > loss_disc: 2.2569758892059326 (2.2569758892059326) | > loss_disc_real_0: 0.14592991769313812 (0.14592991769313812) | > loss_disc_real_1: 0.2082829475402832 (0.2082829475402832) | > loss_disc_real_2: 0.21030443906784058 (0.21030443906784058) | > loss_disc_real_3: 0.21921157836914062 (0.21921157836914062) | > loss_disc_real_4: 0.22284290194511414 (0.22284290194511414) | > loss_disc_real_5: 0.23359441757202148 (0.23359441757202148) | > loss_0: 2.2569758892059326 (2.2569758892059326) | > loss_gen: 2.6706809997558594 (2.6706809997558594) | > loss_kl: 2.119959592819214 (2.119959592819214) | > loss_feat: 7.542952537536621 (7.542952537536621) | > loss_mel: 13.176053047180176 (13.176053047180176) | > loss_duration: 1.806180477142334 (1.806180477142334) | > loss_1: 27.315828323364258 (27.315828323364258)  --> STEP: 2 | > loss_disc: 2.318732261657715 (2.2878540754318237) | > loss_disc_real_0: 0.1578114628791809 (0.15187069028615952) | > loss_disc_real_1: 0.21399568021297455 (0.21113931387662888) | > loss_disc_real_2: 0.2060987502336502 (0.2082015946507454) | > loss_disc_real_3: 0.20764456689357758 (0.2134280726313591) | > loss_disc_real_4: 0.24993720650672913 (0.23639005422592163) | > loss_disc_real_5: 0.25746485590934753 (0.2455296367406845) | > loss_0: 2.318732261657715 (2.2878540754318237) | > loss_gen: 2.6434288024902344 (2.657054901123047) | > loss_kl: 1.857415795326233 (1.9886876940727234) | > loss_feat: 7.4694719314575195 (7.50621223449707) | > loss_mel: 13.422101020812988 (13.299077033996582) | > loss_duration: 1.8004499673843384 (1.8033152222633362) | > loss_1: 27.192867279052734 (27.254347801208496)  --> STEP: 3 | > loss_disc: 2.392977237701416 (2.322895129521688) | > loss_disc_real_0: 0.15047462284564972 (0.15140533447265625) | > loss_disc_real_1: 0.22158899903297424 (0.21462254226207733) | > loss_disc_real_2: 0.21874281764030457 (0.2117153356472651) | > loss_disc_real_3: 0.23174993693828583 (0.219535360733668) | > loss_disc_real_4: 0.25433349609375 (0.24237120151519775) | > loss_disc_real_5: 0.2596025764942169 (0.2502206166585286) | > loss_0: 2.392977237701416 (2.322895129521688) | > loss_gen: 2.5945160388946533 (2.6362086137135825) | > loss_kl: 1.9489744901657104 (1.9754499594370525) | > loss_feat: 7.426758766174316 (7.479727745056152) | > loss_mel: 12.818690299987793 (13.138948122660318) | > loss_duration: 1.8007450103759766 (1.8024584849675496) | > loss_1: 26.589685440063477 (27.032793680826824)  --> STEP: 4 | > loss_disc: 2.6397342681884766 (2.402104914188385) | > loss_disc_real_0: 0.22989220917224884 (0.1710270531475544) | > loss_disc_real_1: 0.2382703423500061 (0.22053449228405952) | > loss_disc_real_2: 0.22635674476623535 (0.21537568792700768) | > loss_disc_real_3: 0.22585688531398773 (0.22111574187874794) | > loss_disc_real_4: 0.2723533809185028 (0.24986674636602402) | > loss_disc_real_5: 0.25616249442100525 (0.2517060860991478) | > loss_0: 2.6397342681884766 (2.402104914188385) | > loss_gen: 2.334606647491455 (2.5608081221580505) | > loss_kl: 1.9082258939743042 (1.9586439430713654) | > loss_feat: 5.680211067199707 (7.029848575592041) | > loss_mel: 9.4889497756958 (12.22644853591919) | > loss_duration: 1.7389013767242432 (1.786569207906723) | > loss_1: 21.150894165039062 (25.562318801879883) --> EVAL PERFORMANCE | > avg_loader_time: 0.2812272310256958 (+0.002896547317504883) | > avg_loss_disc: 2.402104914188385 (+0.18441838026046753) | > avg_loss_disc_real_0: 0.1710270531475544 (+0.008983835577964783) | > avg_loss_disc_real_1: 0.22053449228405952 (+0.06459980830550194) | > avg_loss_disc_real_2: 0.21537568792700768 (+0.01639055833220482) | > avg_loss_disc_real_3: 0.22111574187874794 (+0.006328321993350983) | > avg_loss_disc_real_4: 0.24986674636602402 (+0.02833324670791626) | > avg_loss_disc_real_5: 0.2517060860991478 (-0.01928216964006424) | > avg_loss_0: 2.402104914188385 (+0.18441838026046753) | > avg_loss_gen: 2.5608081221580505 (-0.27225959300994873) | > avg_loss_kl: 1.9586439430713654 (-0.0873018205165863) | > avg_loss_feat: 7.029848575592041 (-1.2747153043746948) | > avg_loss_mel: 12.22644853591919 (-1.4884889125823975) | > avg_loss_duration: 1.786569207906723 (-0.005025595426559448) | > avg_loss_1: 25.562318801879883 (-3.127791404724121)  > EPOCH: 250/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 09:34:45)   --> TIME: 2025-05-10 09:35:19 -- STEP: 37/725 -- GLOBAL_STEP: 227150 | > loss_disc: 2.333470582962036 (2.241432911640889) | > loss_disc_real_0: 0.13753923773765564 (0.14355143461678482) | > loss_disc_real_1: 0.18316051363945007 (0.19531931426074053) | > loss_disc_real_2: 0.1870526373386383 (0.18834880679040342) | > loss_disc_real_3: 0.1768670678138733 (0.20963459280697075) | > loss_disc_real_4: 0.1771612912416458 (0.20190029772552284) | > loss_disc_real_5: 0.17912176251411438 (0.20460716695398898) | > loss_0: 2.333470582962036 (2.241432911640889) | > grad_norm_0: tensor(17.4308, device='cuda:0') (tensor(26.8486, device='cuda:0')) | > loss_gen: 2.5458669662475586 (2.753054090448328) | > loss_kl: 1.598031997680664 (1.694062071877557) | > loss_feat: 7.548566818237305 (8.121434881880475) | > loss_mel: 12.63478946685791 (13.091605882386904) | > loss_duration: 1.679208755493164 (1.6747949348913658) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.0064640045166 (27.33495181315654) | > grad_norm_1: tensor(235.3669, device='cuda:0') (tensor(508.6902, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8515 (0.851707986883215) | > loader_time: 0.0098 (0.009752015809755068)  --> TIME: 2025-05-10 09:36:02 -- STEP: 87/725 -- GLOBAL_STEP: 227200 | > loss_disc: 2.2018396854400635 (2.220002936220717) | > loss_disc_real_0: 0.13891436159610748 (0.13951644943705924) | > loss_disc_real_1: 0.19646678864955902 (0.1933103212337384) | > loss_disc_real_2: 0.18539969623088837 (0.1877964822382763) | > loss_disc_real_3: 0.18733033537864685 (0.20802716927966852) | > loss_disc_real_4: 0.18588173389434814 (0.20021766355667991) | > loss_disc_real_5: 0.21775485575199127 (0.20437613694832243) | > loss_0: 2.2018396854400635 (2.220002936220717) | > grad_norm_0: tensor(19.1591, device='cuda:0') (tensor(25.8892, device='cuda:0')) | > loss_gen: 2.640507459640503 (2.7563751840043333) | > loss_kl: 1.6405251026153564 (1.709306533309235) | > loss_feat: 7.883487701416016 (8.145945603820099) | > loss_mel: 12.400638580322266 (13.190959842725732) | > loss_duration: 1.66257643699646 (1.6767986300347868) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.22773551940918 (27.47938574867687) | > grad_norm_1: tensor(199.7619, device='cuda:0') (tensor(531.8475, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8215 (0.850343674078755) | > loader_time: 0.0093 (0.00969007645530262)  --> TIME: 2025-05-10 09:36:45 -- STEP: 137/725 -- GLOBAL_STEP: 227250 | > loss_disc: 2.1081838607788086 (2.21153080028339) | > loss_disc_real_0: 0.136671245098114 (0.1412586563260016) | > loss_disc_real_1: 0.2341277152299881 (0.1918845548681969) | > loss_disc_real_2: 0.18361732363700867 (0.18715361239266223) | > loss_disc_real_3: 0.2093118578195572 (0.2068106234073639) | > loss_disc_real_4: 0.18905925750732422 (0.19891351809466842) | > loss_disc_real_5: 0.2118888795375824 (0.20438847217681635) | > loss_0: 2.1081838607788086 (2.21153080028339) | > grad_norm_0: tensor(37.9702, device='cuda:0') (tensor(26.1080, device='cuda:0')) | > loss_gen: 2.967526435852051 (2.7680582234459195) | > loss_kl: 1.6386419534683228 (1.722838113777829) | > loss_feat: 9.409076690673828 (8.263522875570036) | > loss_mel: 13.497355461120605 (13.27274142216592) | > loss_duration: 1.6596291065216064 (1.6776918094523632) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.172229766845703 (27.704852459204456) | > grad_norm_1: tensor(471.0811, device='cuda:0') (tensor(515.6221, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8224 (0.8508410331976674) | > loader_time: 0.0087 (0.009710045626563751)  --> TIME: 2025-05-10 09:37:29 -- STEP: 187/725 -- GLOBAL_STEP: 227300 | > loss_disc: 2.2777256965637207 (2.215063611453867) | > loss_disc_real_0: 0.16981500387191772 (0.140808308387504) | > loss_disc_real_1: 0.22252219915390015 (0.19224839334819407) | > loss_disc_real_2: 0.17807184159755707 (0.18821559455942977) | > loss_disc_real_3: 0.19154463708400726 (0.20646054883372975) | > loss_disc_real_4: 0.18577350676059723 (0.19834742420178683) | > loss_disc_real_5: 0.2243516594171524 (0.2052064746777642) | > loss_0: 2.2777256965637207 (2.215063611453867) | > grad_norm_0: tensor(13.7328, device='cuda:0') (tensor(24.8051, device='cuda:0')) | > loss_gen: 2.6767733097076416 (2.760139689725988) | > loss_kl: 1.8802030086517334 (1.7197702963721944) | > loss_feat: 8.357117652893066 (8.266475019607958) | > loss_mel: 12.129302024841309 (13.271274230059456) | > loss_duration: 1.6893649101257324 (1.6783114658957499) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.73276138305664 (27.695970769872) | > grad_norm_1: tensor(490.6564, device='cuda:0') (tensor(506.0656, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8512 (0.8497866232764912) | > loader_time: 0.0107 (0.00978501212788138)  --> TIME: 2025-05-10 09:38:12 -- STEP: 237/725 -- GLOBAL_STEP: 227350 | > loss_disc: 2.2076520919799805 (2.2222558596969146) | > loss_disc_real_0: 0.1022755578160286 (0.14233561554915813) | > loss_disc_real_1: 0.17434851825237274 (0.19272380878653708) | > loss_disc_real_2: 0.17100857198238373 (0.18904164552940092) | > loss_disc_real_3: 0.2433842122554779 (0.20649708241601533) | > loss_disc_real_4: 0.18921227753162384 (0.1984473522831116) | > loss_disc_real_5: 0.218052476644516 (0.20563572016446402) | > loss_0: 2.2076520919799805 (2.2222558596969146) | > grad_norm_0: tensor(22.9979, device='cuda:0') (tensor(24.3571, device='cuda:0')) | > loss_gen: 2.828667402267456 (2.747628701890068) | > loss_kl: 1.9077351093292236 (1.715860833095599) | > loss_feat: 8.706153869628906 (8.19780103466179) | > loss_mel: 14.685508728027344 (13.209045068121158) | > loss_duration: 1.6780651807785034 (1.678076528798679) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.806127548217773 (27.548412226423434) | > grad_norm_1: tensor(155.6379, device='cuda:0') (tensor(487.1521, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8156 (0.8529430371296557) | > loader_time: 0.0101 (0.009717403081901969)  --> TIME: 2025-05-10 09:38:55 -- STEP: 287/725 -- GLOBAL_STEP: 227400 | > loss_disc: 2.097696304321289 (2.2196746271246384) | > loss_disc_real_0: 0.07703852653503418 (0.14147897994061395) | > loss_disc_real_1: 0.2046402394771576 (0.19241744227941024) | > loss_disc_real_2: 0.19345404207706451 (0.18934024169469954) | > loss_disc_real_3: 0.19999003410339355 (0.2066840482194249) | > loss_disc_real_4: 0.19900839030742645 (0.19876654409780736) | > loss_disc_real_5: 0.21844668686389923 (0.20535388511024708) | > loss_0: 2.097696304321289 (2.2196746271246384) | > grad_norm_0: tensor(11.4913, device='cuda:0') (tensor(24.0606, device='cuda:0')) | > loss_gen: 2.869443416595459 (2.751003345961354) | > loss_kl: 1.818502426147461 (1.7167083328193906) | > loss_feat: 8.82879638671875 (8.213012353053076) | > loss_mel: 14.157785415649414 (13.217522511498851) | > loss_duration: 1.6830085515975952 (1.6780245935460005) | > amp_scaler: 256.0 (260.4599303135889) | > loss_1: 29.35753631591797 (27.576271203336823) | > grad_norm_1: tensor(437.1802, device='cuda:0') (tensor(491.0124, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8097 (0.8509414661221388) | > loader_time: 0.0111 (0.009743246051907952)  --> TIME: 2025-05-10 09:39:38 -- STEP: 337/725 -- GLOBAL_STEP: 227450 | > loss_disc: 2.3269948959350586 (2.22048737599517) | > loss_disc_real_0: 0.1360505074262619 (0.1426860484507389) | > loss_disc_real_1: 0.1764133721590042 (0.19198837465100888) | > loss_disc_real_2: 0.18004000186920166 (0.1896167034034559) | > loss_disc_real_3: 0.18932639062404633 (0.20605617757190228) | > loss_disc_real_4: 0.1913425326347351 (0.19820544442012686) | > loss_disc_real_5: 0.20124201476573944 (0.20515506995361005) | > loss_0: 2.3269948959350586 (2.22048737599517) | > grad_norm_0: tensor(34.0938, device='cuda:0') (tensor(24.6549, device='cuda:0')) | > loss_gen: 2.5505332946777344 (2.7541306323042956) | > loss_kl: 1.7574188709259033 (1.7135719697624006) | > loss_feat: 7.709766387939453 (8.22224798966586) | > loss_mel: 12.136494636535645 (13.214915790614459) | > loss_duration: 1.6507474184036255 (1.6773574281517059) | > amp_scaler: 256.0 (259.7982195845699) | > loss_1: 25.804960250854492 (27.582223858253194) | > grad_norm_1: tensor(576.8549, device='cuda:0') (tensor(483.2496, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8563 (0.8494421990052176) | > loader_time: 0.0097 (0.009741065056458425)  --> TIME: 2025-05-10 09:40:21 -- STEP: 387/725 -- GLOBAL_STEP: 227500 | > loss_disc: 2.083679676055908 (2.2199179048069975) | > loss_disc_real_0: 0.11720842123031616 (0.14239777688139177) | > loss_disc_real_1: 0.19422881305217743 (0.1919510677572368) | > loss_disc_real_2: 0.19097349047660828 (0.18957025101480557) | > loss_disc_real_3: 0.19404025375843048 (0.20592129569337042) | > loss_disc_real_4: 0.16173599660396576 (0.19813792307401504) | > loss_disc_real_5: 0.18328596651554108 (0.2053930969278326) | > loss_0: 2.083679676055908 (2.2199179048069975) | > grad_norm_0: tensor(32.8683, device='cuda:0') (tensor(24.9351, device='cuda:0')) | > loss_gen: 2.938281774520874 (2.755881791274984) | > loss_kl: 1.6549172401428223 (1.7143410881668408) | > loss_feat: 9.111902236938477 (8.222428628640582) | > loss_mel: 14.561126708984375 (13.222074641737827) | > loss_duration: 1.7630013227462769 (1.6774280283802245) | > amp_scaler: 256.0 (259.3074935400519) | > loss_1: 30.02922821044922 (27.592154189905774) | > grad_norm_1: tensor(688.4117, device='cuda:0') (tensor(481.9343, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8512 (0.8481394659333142) | > loader_time: 0.0095 (0.009748041783808427)  --> TIME: 2025-05-10 09:41:03 -- STEP: 437/725 -- GLOBAL_STEP: 227550 | > loss_disc: 2.265997886657715 (2.216815480924033) | > loss_disc_real_0: 0.10959283262491226 (0.14196062577330004) | > loss_disc_real_1: 0.15147532522678375 (0.19193400381222464) | > loss_disc_real_2: 0.2176864594221115 (0.18942925088465623) | > loss_disc_real_3: 0.20005880296230316 (0.20576201798713997) | > loss_disc_real_4: 0.20445048809051514 (0.19789982578574383) | > loss_disc_real_5: 0.1839572638273239 (0.20524431222909106) | > loss_0: 2.265997886657715 (2.216815480924033) | > grad_norm_0: tensor(20.3973, device='cuda:0') (tensor(24.7433, device='cuda:0')) | > loss_gen: 2.548722505569458 (2.758744249627573) | > loss_kl: 1.6442396640777588 (1.717212437765004) | > loss_feat: 7.873082160949707 (8.243128092392631) | > loss_mel: 13.022422790527344 (13.24217891474883) | > loss_duration: 1.640104055404663 (1.6773826178478708) | > amp_scaler: 256.0 (258.92906178489716) | > loss_1: 26.728572845458984 (27.638646324384684) | > grad_norm_1: tensor(188.1885, device='cuda:0') (tensor(483.1365, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.889 (0.8468319054872002) | > loader_time: 0.0096 (0.009751443186395497)  --> TIME: 2025-05-10 09:41:46 -- STEP: 487/725 -- GLOBAL_STEP: 227600 | > loss_disc: 2.2622554302215576 (2.2176727949960995) | > loss_disc_real_0: 0.1665399819612503 (0.14197202043672852) | > loss_disc_real_1: 0.21605058014392853 (0.1921546250520545) | > loss_disc_real_2: 0.18808238208293915 (0.18971613465638132) | > loss_disc_real_3: 0.1949853003025055 (0.2057035480926169) | > loss_disc_real_4: 0.17813202738761902 (0.19767613929277572) | > loss_disc_real_5: 0.19137988984584808 (0.2053589776188931) | > loss_0: 2.2622554302215576 (2.2176727949960995) | > grad_norm_0: tensor(19.6560, device='cuda:0') (tensor(24.3452, device='cuda:0')) | > loss_gen: 2.580845832824707 (2.754050629339668) | > loss_kl: 1.7665114402770996 (1.7173251295481378) | > loss_feat: 7.314694881439209 (8.221557286240968) | > loss_mel: 12.251882553100586 (13.207456108970563) | > loss_duration: 1.6922084093093872 (1.6781628609193184) | > amp_scaler: 256.0 (258.6283367556469) | > loss_1: 25.606142044067383 (27.5785520346013) | > grad_norm_1: tensor(364.6871, device='cuda:0') (tensor(482.0197, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8046 (0.8463001809325796) | > loader_time: 0.0102 (0.00974699163338976)  --> TIME: 2025-05-10 09:42:29 -- STEP: 537/725 -- GLOBAL_STEP: 227650 | > loss_disc: 2.194118022918701 (2.2167067128186777) | > loss_disc_real_0: 0.149196594953537 (0.14199645489842755) | > loss_disc_real_1: 0.20280683040618896 (0.19199193040085896) | > loss_disc_real_2: 0.2094137817621231 (0.1897356765729755) | > loss_disc_real_3: 0.2033136487007141 (0.2055252206059142) | > loss_disc_real_4: 0.1879875510931015 (0.19761404467250598) | > loss_disc_real_5: 0.2378012090921402 (0.20535332400150588) | > loss_0: 2.194118022918701 (2.2167067128186777) | > grad_norm_0: tensor(25.6912, device='cuda:0') (tensor(24.3013, device='cuda:0')) | > loss_gen: 2.860440731048584 (2.755010413057976) | > loss_kl: 1.761470079421997 (1.7221633988385763) | > loss_feat: 8.197471618652344 (8.217756028059917) | > loss_mel: 13.09677505493164 (13.200886442230619) | > loss_duration: 1.7179476022720337 (1.6787684014833621) | > amp_scaler: 256.0 (258.3836126629422) | > loss_1: 27.634105682373047 (27.574584698099887) | > grad_norm_1: tensor(508.9256, device='cuda:0') (tensor(481.5354, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8371 (0.8461681153743182) | > loader_time: 0.0093 (0.009729243301590503)  --> TIME: 2025-05-10 09:43:12 -- STEP: 587/725 -- GLOBAL_STEP: 227700 | > loss_disc: 2.3033905029296875 (2.217852581907983) | > loss_disc_real_0: 0.1437198519706726 (0.1418590347776015) | > loss_disc_real_1: 0.21069902181625366 (0.19222271356103357) | > loss_disc_real_2: 0.19859136641025543 (0.1897925692888095) | > loss_disc_real_3: 0.2091594785451889 (0.2055223953784833) | > loss_disc_real_4: 0.18179219961166382 (0.19766070067984076) | > loss_disc_real_5: 0.21570098400115967 (0.20547239218395857) | > loss_0: 2.3033905029296875 (2.217852581907983) | > grad_norm_0: tensor(10.3295, device='cuda:0') (tensor(24.1135, device='cuda:0')) | > loss_gen: 2.7001607418060303 (2.753368991806316) | > loss_kl: 1.8558024168014526 (1.7266414074109808) | > loss_feat: 7.538003921508789 (8.208287910870837) | > loss_mel: 12.849299430847168 (13.179518922224155) | > loss_duration: 1.664617657661438 (1.6786953671827438) | > amp_scaler: 256.0 (258.1805792163543) | > loss_1: 26.607885360717773 (27.54651261675704) | > grad_norm_1: tensor(416.3358, device='cuda:0') (tensor(477.4118, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8463 (0.8466649031111082) | > loader_time: 0.0122 (0.009730652203145585)  --> TIME: 2025-05-10 09:43:55 -- STEP: 637/725 -- GLOBAL_STEP: 227750 | > loss_disc: 2.133981704711914 (2.2191857531830506) | > loss_disc_real_0: 0.11747123301029205 (0.1416367469136157) | > loss_disc_real_1: 0.179544135928154 (0.19229009960378918) | > loss_disc_real_2: 0.1712515950202942 (0.19004473859792229) | > loss_disc_real_3: 0.21806266903877258 (0.20567498766646103) | > loss_disc_real_4: 0.22959619760513306 (0.19793633609027664) | > loss_disc_real_5: 0.2149345725774765 (0.20570946598258835) | > loss_0: 2.133981704711914 (2.2191857531830506) | > grad_norm_0: tensor(23.9787, device='cuda:0') (tensor(23.9112, device='cuda:0')) | > loss_gen: 3.0179381370544434 (2.7512694131261335) | > loss_kl: 1.7089823484420776 (1.7254592427279174) | > loss_feat: 9.115336418151855 (8.195378790096361) | > loss_mel: 13.822431564331055 (13.165262842103488) | > loss_duration: 1.6352083683013916 (1.678613904881142) | > amp_scaler: 256.0 (258.00941915227634) | > loss_1: 29.299898147583008 (27.515984210339226) | > grad_norm_1: tensor(644.9295, device='cuda:0') (tensor(476.0463, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.827 (0.8461218370560384) | > loader_time: 0.0101 (0.00972125706156157)  --> TIME: 2025-05-10 09:44:37 -- STEP: 687/725 -- GLOBAL_STEP: 227800 | > loss_disc: 2.317470073699951 (2.2191096101785837) | > loss_disc_real_0: 0.15452760457992554 (0.14188214659343806) | > loss_disc_real_1: 0.23370635509490967 (0.19236325016014788) | > loss_disc_real_2: 0.1898258477449417 (0.18993484034722202) | > loss_disc_real_3: 0.22391127049922943 (0.20557662059472992) | > loss_disc_real_4: 0.20198631286621094 (0.19779662328082245) | > loss_disc_real_5: 0.2525343596935272 (0.20551385814012224) | > loss_0: 2.317470073699951 (2.2191096101785837) | > grad_norm_0: tensor(9.9940, device='cuda:0') (tensor(23.9518, device='cuda:0')) | > loss_gen: 2.7605719566345215 (2.751355537681081) | > loss_kl: 1.574764370918274 (1.7242758890079792) | > loss_feat: 7.326345443725586 (8.190511321049762) | > loss_mel: 11.6878023147583 (13.158528845730133) | > loss_duration: 1.6667333841323853 (1.6787446018910317) | > amp_scaler: 256.0 (257.86317321688495) | > loss_1: 25.016218185424805 (27.503416205771284) | > grad_norm_1: tensor(431.6679, device='cuda:0') (tensor(479.7131, device='cuda:0')) | > current_lr_0: 0.0001938462682573509 | > current_lr_1: 0.0001938462682573509 | > step_time: 0.8584 (0.8450631019503438) | > loader_time: 0.0096 (0.009719335009090418)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1782076358795166 (2.1782076358795166) | > loss_disc_real_0: 0.14935025572776794 (0.14935025572776794) | > loss_disc_real_1: 0.13673661649227142 (0.13673661649227142) | > loss_disc_real_2: 0.15960125625133514 (0.15960125625133514) | > loss_disc_real_3: 0.226375013589859 (0.226375013589859) | > loss_disc_real_4: 0.20061855018138885 (0.20061855018138885) | > loss_disc_real_5: 0.2005966603755951 (0.2005966603755951) | > loss_0: 2.1782076358795166 (2.1782076358795166) | > loss_gen: 2.668717861175537 (2.668717861175537) | > loss_kl: 2.040485143661499 (2.040485143661499) | > loss_feat: 9.403388977050781 (9.403388977050781) | > loss_mel: 14.731237411499023 (14.731237411499023) | > loss_duration: 1.7124497890472412 (1.7124497890472412) | > loss_1: 30.5562801361084 (30.5562801361084)  --> STEP: 1 | > loss_disc: 2.2334747314453125 (2.2334747314453125) | > loss_disc_real_0: 0.14393047988414764 (0.14393047988414764) | > loss_disc_real_1: 0.14327389001846313 (0.14327389001846313) | > loss_disc_real_2: 0.18026886880397797 (0.18026886880397797) | > loss_disc_real_3: 0.21540825068950653 (0.21540825068950653) | > loss_disc_real_4: 0.17047850787639618 (0.17047850787639618) | > loss_disc_real_5: 0.20556217432022095 (0.20556217432022095) | > loss_0: 2.2334747314453125 (2.2334747314453125) | > loss_gen: 2.4510271549224854 (2.4510271549224854) | > loss_kl: 2.134855270385742 (2.134855270385742) | > loss_feat: 8.50893783569336 (8.50893783569336) | > loss_mel: 14.490877151489258 (14.490877151489258) | > loss_duration: 1.8078157901763916 (1.8078157901763916) | > loss_1: 29.393512725830078 (29.393512725830078)  --> STEP: 2 | > loss_disc: 2.369549512863159 (2.301512122154236) | > loss_disc_real_0: 0.16326552629470825 (0.15359800308942795) | > loss_disc_real_1: 0.15843407809734344 (0.1508539840579033) | > loss_disc_real_2: 0.18593309819698334 (0.18310098350048065) | > loss_disc_real_3: 0.23462973535060883 (0.22501899302005768) | > loss_disc_real_4: 0.19978152215480804 (0.1851300150156021) | > loss_disc_real_5: 0.23720352351665497 (0.22138284891843796) | > loss_0: 2.369549512863159 (2.301512122154236) | > loss_gen: 2.3375298976898193 (2.3942785263061523) | > loss_kl: 2.0636799335479736 (2.099267601966858) | > loss_feat: 6.909043788909912 (7.708990812301636) | > loss_mel: 12.867083549499512 (13.678980350494385) | > loss_duration: 1.830708622932434 (1.8192622065544128) | > loss_1: 26.008047103881836 (27.700779914855957)  --> STEP: 3 | > loss_disc: 2.44769024848938 (2.3502381642659507) | > loss_disc_real_0: 0.189059779047966 (0.1654185950756073) | > loss_disc_real_1: 0.1647218018770218 (0.15547658999760947) | > loss_disc_real_2: 0.20618309080600739 (0.19079501926898956) | > loss_disc_real_3: 0.21710459887981415 (0.2223808616399765) | > loss_disc_real_4: 0.20172522962093353 (0.19066175321737924) | > loss_disc_real_5: 0.2266978621482849 (0.22315451999505362) | > loss_0: 2.44769024848938 (2.3502381642659507) | > loss_gen: 2.277444362640381 (2.3553338050842285) | > loss_kl: 1.970847487449646 (2.056460897127787) | > loss_feat: 6.552169322967529 (7.323383649190267) | > loss_mel: 12.757041931152344 (13.371667544047037) | > loss_duration: 1.7981799840927124 (1.8122347990671794) | > loss_1: 25.355684280395508 (26.91908137003581)  --> STEP: 4 | > loss_disc: 2.1677277088165283 (2.304610550403595) | > loss_disc_real_0: 0.14154063165187836 (0.15944910421967506) | > loss_disc_real_1: 0.13719108700752258 (0.15090521425008774) | > loss_disc_real_2: 0.16789065301418304 (0.18506892770528793) | > loss_disc_real_3: 0.23224154114723206 (0.2248460315167904) | > loss_disc_real_4: 0.20169949531555176 (0.19342118874192238) | > loss_disc_real_5: 0.23252184689044952 (0.2254963517189026) | > loss_0: 2.1677277088165283 (2.304610550403595) | > loss_gen: 2.80399751663208 (2.4674997329711914) | > loss_kl: 1.7947251796722412 (1.9910269677639008) | > loss_feat: 9.921022415161133 (7.972793340682983) | > loss_mel: 15.288128852844238 (13.850782871246338) | > loss_duration: 1.7381969690322876 (1.7937253415584564) | > loss_1: 31.546070098876953 (28.075828552246094) --> EVAL PERFORMANCE | > avg_loader_time: 0.30926281213760376 (+0.02803558111190796) | > avg_loss_disc: 2.304610550403595 (-0.09749436378479004) | > avg_loss_disc_real_0: 0.15944910421967506 (-0.011577948927879333) | > avg_loss_disc_real_1: 0.15090521425008774 (-0.06962927803397179) | > avg_loss_disc_real_2: 0.18506892770528793 (-0.030306760221719742) | > avg_loss_disc_real_3: 0.2248460315167904 (+0.00373028963804245) | > avg_loss_disc_real_4: 0.19342118874192238 (-0.05644555762410164) | > avg_loss_disc_real_5: 0.2254963517189026 (-0.02620973438024521) | > avg_loss_0: 2.304610550403595 (-0.09749436378479004) | > avg_loss_gen: 2.4674997329711914 (-0.09330838918685913) | > avg_loss_kl: 1.9910269677639008 (+0.0323830246925354) | > avg_loss_feat: 7.972793340682983 (+0.9429447650909424) | > avg_loss_mel: 13.850782871246338 (+1.6243343353271484) | > avg_loss_duration: 1.7937253415584564 (+0.0071561336517333984) | > avg_loss_1: 28.075828552246094 (+2.513509750366211)  > EPOCH: 251/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 09:45:16)   --> TIME: 2025-05-10 09:45:28 -- STEP: 12/725 -- GLOBAL_STEP: 227850 | > loss_disc: 2.328565835952759 (2.250374217828115) | > loss_disc_real_0: 0.15967662632465363 (0.15056355049212775) | > loss_disc_real_1: 0.22811700403690338 (0.20002700264255205) | > loss_disc_real_2: 0.21903015673160553 (0.19526271025339761) | > loss_disc_real_3: 0.21918895840644836 (0.20361898094415665) | > loss_disc_real_4: 0.2191319316625595 (0.19582040359576544) | > loss_disc_real_5: 0.22701020538806915 (0.2089183727900187) | > loss_0: 2.328565835952759 (2.250374217828115) | > grad_norm_0: tensor(29.6325, device='cuda:0') (tensor(22.4861, device='cuda:0')) | > loss_gen: 2.6457834243774414 (2.721371054649353) | > loss_kl: 1.7453501224517822 (1.7648481329282124) | > loss_feat: 6.9898481369018555 (7.9833764632542925) | > loss_mel: 12.125863075256348 (13.296240965525309) | > loss_duration: 1.702032208442688 (1.6817235847314198) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.20887565612793 (27.44756046930949) | > grad_norm_1: tensor(418.5751, device='cuda:0') (tensor(421.4757, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8442 (0.8407029906908671) | > loader_time: 0.0114 (0.010598719120025635)  --> TIME: 2025-05-10 09:46:12 -- STEP: 62/725 -- GLOBAL_STEP: 227900 | > loss_disc: 2.3590760231018066 (2.2427364318601546) | > loss_disc_real_0: 0.137319415807724 (0.1449783068270453) | > loss_disc_real_1: 0.19351999461650848 (0.197066372200366) | > loss_disc_real_2: 0.2070012092590332 (0.1921947060092803) | > loss_disc_real_3: 0.21647776663303375 (0.206618030225077) | > loss_disc_real_4: 0.19623909890651703 (0.19666327103491751) | > loss_disc_real_5: 0.23459087312221527 (0.20670192832908324) | > loss_0: 2.3590760231018066 (2.2427364318601546) | > grad_norm_0: tensor(7.8635, device='cuda:0') (tensor(22.8929, device='cuda:0')) | > loss_gen: 2.5410101413726807 (2.7239558965929094) | > loss_kl: 1.674601435661316 (1.7675290934501156) | > loss_feat: 7.219655513763428 (8.059025802919946) | > loss_mel: 12.549487113952637 (13.201131866824243) | > loss_duration: 1.74334716796875 (1.6779611149141866) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.72810173034668 (27.429603730478593) | > grad_norm_1: tensor(229.7439, device='cuda:0') (tensor(446.0811, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8417 (0.8527228063152682) | > loader_time: 0.0097 (0.010466094939939437)  --> TIME: 2025-05-10 09:46:55 -- STEP: 112/725 -- GLOBAL_STEP: 227950 | > loss_disc: 2.3059873580932617 (2.232639368091311) | > loss_disc_real_0: 0.131725013256073 (0.14603043746735378) | > loss_disc_real_1: 0.18662074208259583 (0.19403274849589383) | > loss_disc_real_2: 0.17882485687732697 (0.19154040289244484) | > loss_disc_real_3: 0.1937028169631958 (0.2052576065595661) | > loss_disc_real_4: 0.1834198236465454 (0.19598204882017203) | > loss_disc_real_5: 0.23328664898872375 (0.20656015484460763) | > loss_0: 2.3059873580932617 (2.232639368091311) | > grad_norm_0: tensor(13.6461, device='cuda:0') (tensor(23.9084, device='cuda:0')) | > loss_gen: 2.5332672595977783 (2.740492761135101) | > loss_kl: 1.6317310333251953 (1.7239741597856795) | > loss_feat: 7.250885963439941 (8.118044751031055) | > loss_mel: 11.413334846496582 (13.186030771051135) | > loss_duration: 1.7016018629074097 (1.6819647156766482) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.530820846557617 (27.45050721509116) | > grad_norm_1: tensor(319.7216, device='cuda:0') (tensor(460.0760, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8157 (0.853500261902809) | > loader_time: 0.0102 (0.010475073541913711)  --> TIME: 2025-05-10 09:47:38 -- STEP: 162/725 -- GLOBAL_STEP: 228000 | > loss_disc: 2.1902246475219727 (2.2259813488265614) | > loss_disc_real_0: 0.09502359479665756 (0.14345906256341645) | > loss_disc_real_1: 0.1967259645462036 (0.19302365947284816) | > loss_disc_real_2: 0.2048904448747635 (0.19105049848188588) | > loss_disc_real_3: 0.20709116756916046 (0.20538024484743306) | > loss_disc_real_4: 0.20633520185947418 (0.19650174383028055) | > loss_disc_real_5: 0.2213766872882843 (0.20524374781935298) | > loss_0: 2.1902246475219727 (2.2259813488265614) | > grad_norm_0: tensor(13.0837, device='cuda:0') (tensor(24.2479, device='cuda:0')) | > loss_gen: 2.7835593223571777 (2.746885605800298) | > loss_kl: 1.7063148021697998 (1.7135215592973019) | > loss_feat: 8.236655235290527 (8.172900305853949) | > loss_mel: 13.71184253692627 (13.19636316652651) | > loss_duration: 1.6438486576080322 (1.6818592114213071) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.08222007751465 (27.511529804747788) | > grad_norm_1: tensor(526.3610, device='cuda:0') (tensor(474.1648, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8304 (0.8515515253867628) | > loader_time: 0.0121 (0.010404526451487595) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_228000.pth  --> TIME: 2025-05-10 09:48:25 -- STEP: 212/725 -- GLOBAL_STEP: 228050 | > loss_disc: 2.319857358932495 (2.2261460294138717) | > loss_disc_real_0: 0.12413400411605835 (0.14254413193689203) | > loss_disc_real_1: 0.17004363238811493 (0.1930191509847371) | > loss_disc_real_2: 0.19777634739875793 (0.19094563767595116) | > loss_disc_real_3: 0.19194450974464417 (0.20561012105559404) | > loss_disc_real_4: 0.18650664389133453 (0.19736696632122094) | > loss_disc_real_5: 0.21092188358306885 (0.20491631033847912) | > loss_0: 2.319857358932495 (2.2261460294138717) | > grad_norm_0: tensor(14.2565, device='cuda:0') (tensor(23.8477, device='cuda:0')) | > loss_gen: 2.5888936519622803 (2.7457749247550955) | > loss_kl: 1.5626275539398193 (1.7116363509645995) | > loss_feat: 7.324391841888428 (8.170489025565812) | > loss_mel: 12.013006210327148 (13.194757888901906) | > loss_duration: 1.6972101926803589 (1.6811282719081302) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.186128616333008 (27.50378643791631) | > grad_norm_1: tensor(131.9883, device='cuda:0') (tensor(479.0610, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8574 (0.8526567153210907) | > loader_time: 0.0119 (0.010294297956070803)  --> TIME: 2025-05-10 09:49:08 -- STEP: 262/725 -- GLOBAL_STEP: 228100 | > loss_disc: 2.228313684463501 (2.2276810912685545) | > loss_disc_real_0: 0.1059798076748848 (0.1421471838448339) | > loss_disc_real_1: 0.2054949253797531 (0.19355691929582422) | > loss_disc_real_2: 0.21656794846057892 (0.19117561039578826) | > loss_disc_real_3: 0.2134552299976349 (0.2053810087324099) | > loss_disc_real_4: 0.18204942345619202 (0.19751617955115006) | > loss_disc_real_5: 0.18710918724536896 (0.20523773048442737) | > loss_0: 2.228313684463501 (2.2276810912685545) | > grad_norm_0: tensor(12.2428, device='cuda:0') (tensor(23.9231, device='cuda:0')) | > loss_gen: 2.771918296813965 (2.7410736302383065) | > loss_kl: 1.6539901494979858 (1.7133616031581207) | > loss_feat: 8.657344818115234 (8.1265597816642) | > loss_mel: 13.598007202148438 (13.145727361431558) | > loss_duration: 1.6716103553771973 (1.6819722138288367) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.352869033813477 (27.40869455119126) | > grad_norm_1: tensor(131.2219, device='cuda:0') (tensor(485.2726, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8868 (0.8520101281522793) | > loader_time: 0.0096 (0.010340937221323256)  --> TIME: 2025-05-10 09:49:51 -- STEP: 312/725 -- GLOBAL_STEP: 228150 | > loss_disc: 2.195648193359375 (2.2238310999595194) | > loss_disc_real_0: 0.10500632971525192 (0.142436563061216) | > loss_disc_real_1: 0.20471911132335663 (0.19313965608867315) | > loss_disc_real_2: 0.1897667944431305 (0.19075238633041192) | > loss_disc_real_3: 0.21742546558380127 (0.20520413900988224) | > loss_disc_real_4: 0.19148734211921692 (0.1970885495822399) | > loss_disc_real_5: 0.21603161096572876 (0.20489346173902356) | > loss_0: 2.195648193359375 (2.2238310999595194) | > grad_norm_0: tensor(19.6821, device='cuda:0') (tensor(23.9679, device='cuda:0')) | > loss_gen: 2.736617088317871 (2.7449054626318126) | > loss_kl: 1.9237339496612549 (1.7150378968471136) | > loss_feat: 8.95022201538086 (8.14897762047938) | > loss_mel: 14.636396408081055 (13.163950152886226) | > loss_duration: 1.6867363452911377 (1.6812730366602922) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.93370819091797 (27.4541441599528) | > grad_norm_1: tensor(371.2326, device='cuda:0') (tensor(483.4980, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8562 (0.851736669357006) | > loader_time: 0.0102 (0.010309718358211031)  --> TIME: 2025-05-10 09:50:35 -- STEP: 362/725 -- GLOBAL_STEP: 228200 | > loss_disc: 2.063681125640869 (2.222213826456122) | > loss_disc_real_0: 0.1153128370642662 (0.14238102555027987) | > loss_disc_real_1: 0.17832094430923462 (0.19299299105260903) | > loss_disc_real_2: 0.17971935868263245 (0.19031675164047518) | > loss_disc_real_3: 0.20046214759349823 (0.2050967117287836) | > loss_disc_real_4: 0.1753602772951126 (0.1972423126684368) | > loss_disc_real_5: 0.1918497234582901 (0.20471349938963004) | > loss_0: 2.063681125640869 (2.222213826456122) | > grad_norm_0: tensor(27.6998, device='cuda:0') (tensor(24.0278, device='cuda:0')) | > loss_gen: 2.8668782711029053 (2.743482402016443) | > loss_kl: 1.664318561553955 (1.7132664912313387) | > loss_feat: 8.690472602844238 (8.157158274676913) | > loss_mel: 14.113035202026367 (13.154668618302324) | > loss_duration: 1.633296012878418 (1.6803544450201382) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.968002319335938 (27.448930218733476) | > grad_norm_1: tensor(672.6777, device='cuda:0') (tensor(485.4761, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8386 (0.8520669146795955) | > loader_time: 0.0123 (0.010245870490100503)  --> TIME: 2025-05-10 09:51:18 -- STEP: 412/725 -- GLOBAL_STEP: 228250 | > loss_disc: 2.2797110080718994 (2.222765876830204) | > loss_disc_real_0: 0.18049663305282593 (0.14255095490263509) | > loss_disc_real_1: 0.20040777325630188 (0.19285775525766663) | > loss_disc_real_2: 0.181831955909729 (0.19006051904368162) | > loss_disc_real_3: 0.19287323951721191 (0.20526640323325268) | > loss_disc_real_4: 0.20310671627521515 (0.1974238721129385) | > loss_disc_real_5: 0.2029833346605301 (0.20510123257787485) | > loss_0: 2.2797110080718994 (2.222765876830204) | > grad_norm_0: tensor(37.6780, device='cuda:0') (tensor(24.3189, device='cuda:0')) | > loss_gen: 2.509533166885376 (2.7439948719682024) | > loss_kl: 1.7208129167556763 (1.7116739451885223) | > loss_feat: 7.534512996673584 (8.148737685194293) | > loss_mel: 12.69386100769043 (13.139248674355668) | > loss_duration: 1.6780725717544556 (1.6809364699044274) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.13679313659668 (27.424591643138996) | > grad_norm_1: tensor(458.3035, device='cuda:0') (tensor(486.7203, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8603 (0.8521459004254014) | > loader_time: 0.0129 (0.010230132677022693)  --> TIME: 2025-05-10 09:52:01 -- STEP: 462/725 -- GLOBAL_STEP: 228300 | > loss_disc: 2.2195322513580322 (2.2210689316064256) | > loss_disc_real_0: 0.13776668906211853 (0.14199772212670478) | > loss_disc_real_1: 0.2007797658443451 (0.1926967437455664) | > loss_disc_real_2: 0.2002851366996765 (0.19016289607787024) | > loss_disc_real_3: 0.21242374181747437 (0.20513162565179718) | > loss_disc_real_4: 0.1846272051334381 (0.19741551684481756) | > loss_disc_real_5: 0.16939912736415863 (0.20507008659762224) | > loss_0: 2.2195322513580322 (2.2210689316064256) | > grad_norm_0: tensor(16.6076, device='cuda:0') (tensor(23.9922, device='cuda:0')) | > loss_gen: 2.582923412322998 (2.744133106557836) | > loss_kl: 1.684877872467041 (1.7099288936817285) | > loss_feat: 6.860620975494385 (8.148869481437657) | > loss_mel: 12.068465232849121 (13.136906741501454) | > loss_duration: 1.724090337753296 (1.6810991864699822) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.920978546142578 (27.420937397779323) | > grad_norm_1: tensor(471.3155, device='cuda:0') (tensor(486.1194, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.7963 (0.8514264512371705) | > loader_time: 0.0094 (0.010242291859218053)  --> TIME: 2025-05-10 09:52:45 -- STEP: 512/725 -- GLOBAL_STEP: 228350 | > loss_disc: 2.207836627960205 (2.2210964432451883) | > loss_disc_real_0: 0.14308401942253113 (0.14217006009130273) | > loss_disc_real_1: 0.192576065659523 (0.19251079228706652) | > loss_disc_real_2: 0.20604678988456726 (0.1900498861796222) | > loss_disc_real_3: 0.19939850270748138 (0.20510542090050876) | > loss_disc_real_4: 0.1736520230770111 (0.1972026503935922) | > loss_disc_real_5: 0.2415955513715744 (0.20532093127258125) | > loss_0: 2.207836627960205 (2.2210964432451883) | > grad_norm_0: tensor(7.3001, device='cuda:0') (tensor(23.9836, device='cuda:0')) | > loss_gen: 2.8312289714813232 (2.7434012540616077) | > loss_kl: 1.6504074335098267 (1.7097159593831748) | > loss_feat: 8.107025146484375 (8.147973700426522) | > loss_mel: 13.737146377563477 (13.134719420224432) | > loss_duration: 1.6392426490783691 (1.681933264946565) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.965049743652344 (27.417743612080812) | > grad_norm_1: tensor(276.2044, device='cuda:0') (tensor(484.4673, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8544 (0.8517408734187482) | > loader_time: 0.01 (0.010241778567433357)  --> TIME: 2025-05-10 09:53:28 -- STEP: 562/725 -- GLOBAL_STEP: 228400 | > loss_disc: 2.126497268676758 (2.2216429614935915) | > loss_disc_real_0: 0.1223103255033493 (0.1423508522375835) | > loss_disc_real_1: 0.20937547087669373 (0.19245248001559345) | > loss_disc_real_2: 0.18923717737197876 (0.19024336762275554) | > loss_disc_real_3: 0.1884031444787979 (0.20499225917978223) | > loss_disc_real_4: 0.18125027418136597 (0.1972457352376069) | > loss_disc_real_5: 0.21410970389842987 (0.20541987151862043) | > loss_0: 2.126497268676758 (2.2216429614935915) | > grad_norm_0: tensor(26.5483, device='cuda:0') (tensor(23.9123, device='cuda:0')) | > loss_gen: 2.7858076095581055 (2.743597342450422) | > loss_kl: 1.6805415153503418 (1.714592588966003) | > loss_feat: 8.9468355178833 (8.151517881617428) | > loss_mel: 14.08893871307373 (13.148216082956445) | > loss_duration: 1.656803846359253 (1.6819308801053683) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.15892791748047 (27.43985479158015) | > grad_norm_1: tensor(521.0574, device='cuda:0') (tensor(482.2851, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8988 (0.850934100320755) | > loader_time: 0.0109 (0.010218830295304808)  --> TIME: 2025-05-10 09:54:11 -- STEP: 612/725 -- GLOBAL_STEP: 228450 | > loss_disc: 2.2862398624420166 (2.220434132939072) | > loss_disc_real_0: 0.2237807959318161 (0.14236379879849403) | > loss_disc_real_1: 0.1907719373703003 (0.19241686907956015) | > loss_disc_real_2: 0.1987500935792923 (0.19024095216802517) | > loss_disc_real_3: 0.197664275765419 (0.20485748194791142) | > loss_disc_real_4: 0.18364430963993073 (0.1971702354357523) | > loss_disc_real_5: 0.20979374647140503 (0.20507581042600614) | > loss_0: 2.2862398624420166 (2.220434132939072) | > grad_norm_0: tensor(29.5507, device='cuda:0') (tensor(24.0710, device='cuda:0')) | > loss_gen: 2.7283098697662354 (2.747301375554276) | > loss_kl: 1.7348403930664062 (1.715273521889269) | > loss_feat: 7.224705696105957 (8.163687670932092) | > loss_mel: 12.584924697875977 (13.165118052289374) | > loss_duration: 1.6163995265960693 (1.6814512645497048) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.88918113708496 (27.472831888136533) | > grad_norm_1: tensor(131.5013, device='cuda:0') (tensor(484.4950, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8041 (0.8510444269460791) | > loader_time: 0.0095 (0.010209803487740305)  --> TIME: 2025-05-10 09:54:54 -- STEP: 662/725 -- GLOBAL_STEP: 228500 | > loss_disc: 2.2120275497436523 (2.2205811445446546) | > loss_disc_real_0: 0.18035659193992615 (0.14239433917619299) | > loss_disc_real_1: 0.20457994937896729 (0.19247245493702292) | > loss_disc_real_2: 0.18056099116802216 (0.19021237148619127) | > loss_disc_real_3: 0.2025856077671051 (0.20507991545780196) | > loss_disc_real_4: 0.2056613564491272 (0.1971591557080652) | > loss_disc_real_5: 0.18501366674900055 (0.2051349738078176) | > loss_0: 2.2120275497436523 (2.2205811445446546) | > grad_norm_0: tensor(11.6071, device='cuda:0') (tensor(24.1512, device='cuda:0')) | > loss_gen: 2.641352415084839 (2.7479516019273715) | > loss_kl: 1.827866792678833 (1.7178335288860287) | > loss_feat: 8.601548194885254 (8.170188492518536) | > loss_mel: 13.790993690490723 (13.1739362056882) | > loss_duration: 1.704900860786438 (1.6819091241165238) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.566661834716797 (27.49181896105995) | > grad_norm_1: tensor(567.1713, device='cuda:0') (tensor(484.4966, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8714 (0.8503684907521366) | > loader_time: 0.0109 (0.010201009378692533)  --> TIME: 2025-05-10 09:55:37 -- STEP: 712/725 -- GLOBAL_STEP: 228550 | > loss_disc: 2.3033621311187744 (2.2199228705649983) | > loss_disc_real_0: 0.13615462183952332 (0.14195873110105137) | > loss_disc_real_1: 0.19686515629291534 (0.19240601377540756) | > loss_disc_real_2: 0.22193048894405365 (0.1902513027484162) | > loss_disc_real_3: 0.19627010822296143 (0.2050875334090062) | > loss_disc_real_4: 0.18407244980335236 (0.1971345894415392) | > loss_disc_real_5: 0.19255557656288147 (0.20529080910629108) | > loss_0: 2.3033621311187744 (2.2199228705649983) | > grad_norm_0: tensor(38.9415, device='cuda:0') (tensor(24.0298, device='cuda:0')) | > loss_gen: 2.663299560546875 (2.7475463553760795) | > loss_kl: 1.8809216022491455 (1.7209266985065481) | > loss_feat: 7.8378496170043945 (8.171127214860379) | > loss_mel: 12.969773292541504 (13.167095231206229) | > loss_duration: 1.6729085445404053 (1.681599329864042) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.02475357055664 (27.4882948478956) | > grad_norm_1: tensor(669.3870, device='cuda:0') (tensor(485.3772, device='cuda:0')) | > current_lr_0: 0.00019382203747381871 | > current_lr_1: 0.00019382203747381871 | > step_time: 0.8194 (0.8501554131507874) | > loader_time: 0.0095 (0.010190184866444445)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1597206592559814 (2.1597206592559814) | > loss_disc_real_0: 0.12860125303268433 (0.12860125303268433) | > loss_disc_real_1: 0.19942516088485718 (0.19942516088485718) | > loss_disc_real_2: 0.22267760336399078 (0.22267760336399078) | > loss_disc_real_3: 0.18331767618656158 (0.18331767618656158) | > loss_disc_real_4: 0.20990103483200073 (0.20990103483200073) | > loss_disc_real_5: 0.2050166130065918 (0.2050166130065918) | > loss_0: 2.1597206592559814 (2.1597206592559814) | > loss_gen: 2.797776699066162 (2.797776699066162) | > loss_kl: 2.275606632232666 (2.275606632232666) | > loss_feat: 9.778388023376465 (9.778388023376465) | > loss_mel: 15.645936965942383 (15.645936965942383) | > loss_duration: 1.7018380165100098 (1.7018380165100098) | > loss_1: 32.199546813964844 (32.199546813964844)  --> STEP: 1 | > loss_disc: 2.3851113319396973 (2.3851113319396973) | > loss_disc_real_0: 0.14709702134132385 (0.14709702134132385) | > loss_disc_real_1: 0.1919219046831131 (0.1919219046831131) | > loss_disc_real_2: 0.23493675887584686 (0.23493675887584686) | > loss_disc_real_3: 0.18089677393436432 (0.18089677393436432) | > loss_disc_real_4: 0.19215010106563568 (0.19215010106563568) | > loss_disc_real_5: 0.21955272555351257 (0.21955272555351257) | > loss_0: 2.3851113319396973 (2.3851113319396973) | > loss_gen: 2.311511993408203 (2.311511993408203) | > loss_kl: 1.8973714113235474 (1.8973714113235474) | > loss_feat: 7.335086822509766 (7.335086822509766) | > loss_mel: 12.575222969055176 (12.575222969055176) | > loss_duration: 1.7853693962097168 (1.7853693962097168) | > loss_1: 25.904563903808594 (25.904563903808594)  --> STEP: 2 | > loss_disc: 2.2792389392852783 (2.332175135612488) | > loss_disc_real_0: 0.14551672339439392 (0.1463068723678589) | > loss_disc_real_1: 0.19944526255130768 (0.1956835836172104) | > loss_disc_real_2: 0.21533514559268951 (0.2251359522342682) | > loss_disc_real_3: 0.19536148011684418 (0.18812912702560425) | > loss_disc_real_4: 0.2230142503976822 (0.20758217573165894) | > loss_disc_real_5: 0.22244873642921448 (0.22100073099136353) | > loss_0: 2.2792389392852783 (2.332175135612488) | > loss_gen: 2.551281213760376 (2.4313966035842896) | > loss_kl: 1.8501667976379395 (1.8737691044807434) | > loss_feat: 7.503119945526123 (7.419103384017944) | > loss_mel: 13.375419616699219 (12.975321292877197) | > loss_duration: 1.8309749364852905 (1.8081721663475037) | > loss_1: 27.1109619140625 (26.507762908935547)  --> STEP: 3 | > loss_disc: 2.331786632537842 (2.332045634587606) | > loss_disc_real_0: 0.1589696854352951 (0.1505278100570043) | > loss_disc_real_1: 0.21657980978488922 (0.20264899233977) | > loss_disc_real_2: 0.231068417429924 (0.22711344063282013) | > loss_disc_real_3: 0.1838454157114029 (0.1867012232542038) | > loss_disc_real_4: 0.23102599382400513 (0.215396781762441) | > loss_disc_real_5: 0.20783768594264984 (0.21661304930845895) | > loss_0: 2.331786632537842 (2.332045634587606) | > loss_gen: 2.5337862968444824 (2.465526501337687) | > loss_kl: 1.9302653074264526 (1.8926011721293132) | > loss_feat: 7.245296478271484 (7.361167748769124) | > loss_mel: 12.930618286132812 (12.960420290629068) | > loss_duration: 1.8239338397979736 (1.8134260574976604) | > loss_1: 26.46390151977539 (26.49314244588216)  --> STEP: 4 | > loss_disc: 2.2510108947753906 (2.311786949634552) | > loss_disc_real_0: 0.14525112509727478 (0.14920863881707191) | > loss_disc_real_1: 0.20979784429073334 (0.20443620532751083) | > loss_disc_real_2: 0.20022349059581757 (0.2203909531235695) | > loss_disc_real_3: 0.1843925267457962 (0.1861240491271019) | > loss_disc_real_4: 0.23064637184143066 (0.21920917928218842) | > loss_disc_real_5: 0.23384679853916168 (0.22092148661613464) | > loss_0: 2.2510108947753906 (2.311786949634552) | > loss_gen: 2.655881643295288 (2.5131152868270874) | > loss_kl: 1.9825373888015747 (1.9150852262973785) | > loss_feat: 8.80210018157959 (7.721400856971741) | > loss_mel: 14.025948524475098 (13.226802349090576) | > loss_duration: 1.7730542421340942 (1.8033331036567688) | > loss_1: 29.239521026611328 (27.179737091064453) --> EVAL PERFORMANCE | > avg_loader_time: 0.27807867527008057 (-0.031184136867523193) | > avg_loss_disc: 2.311786949634552 (+0.007176399230957031) | > avg_loss_disc_real_0: 0.14920863881707191 (-0.01024046540260315) | > avg_loss_disc_real_1: 0.20443620532751083 (+0.053530991077423096) | > avg_loss_disc_real_2: 0.2203909531235695 (+0.035322025418281555) | > avg_loss_disc_real_3: 0.1861240491271019 (-0.03872198238968849) | > avg_loss_disc_real_4: 0.21920917928218842 (+0.025787990540266037) | > avg_loss_disc_real_5: 0.22092148661613464 (-0.004574865102767944) | > avg_loss_0: 2.311786949634552 (+0.007176399230957031) | > avg_loss_gen: 2.5131152868270874 (+0.045615553855895996) | > avg_loss_kl: 1.9150852262973785 (-0.07594174146652222) | > avg_loss_feat: 7.721400856971741 (-0.2513924837112427) | > avg_loss_mel: 13.226802349090576 (-0.6239805221557617) | > avg_loss_duration: 1.8033331036567688 (+0.009607762098312378) | > avg_loss_1: 27.179737091064453 (-0.8960914611816406)  > EPOCH: 252/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 09:55:54)   --> TIME: 2025-05-10 09:56:28 -- STEP: 37/725 -- GLOBAL_STEP: 228600 | > loss_disc: 2.2908952236175537 (2.199690277512009) | > loss_disc_real_0: 0.12539225816726685 (0.13919654186512967) | > loss_disc_real_1: 0.1918754279613495 (0.19541446139683594) | > loss_disc_real_2: 0.2246822565793991 (0.19036255293601267) | > loss_disc_real_3: 0.1917741745710373 (0.20603113883250468) | > loss_disc_real_4: 0.20956867933273315 (0.19541534539815542) | > loss_disc_real_5: 0.17598086595535278 (0.20216921495424733) | > loss_0: 2.2908952236175537 (2.199690277512009) | > grad_norm_0: tensor(14.9513, device='cuda:0') (tensor(26.7205, device='cuda:0')) | > loss_gen: 2.4204976558685303 (2.8101849749281604) | > loss_kl: 1.7627226114273071 (1.7886562701818105) | > loss_feat: 7.044734001159668 (8.478127479553223) | > loss_mel: 10.90661334991455 (13.447835973791173) | > loss_duration: 1.6969417333602905 (1.6833165561830676) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.83150863647461 (28.208121377068597) | > grad_norm_1: tensor(448.8209, device='cuda:0') (tensor(544.5958, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8675 (0.8501399594384271) | > loader_time: 0.0098 (0.009884183471267289)  --> TIME: 2025-05-10 09:57:12 -- STEP: 87/725 -- GLOBAL_STEP: 228650 | > loss_disc: 2.250441074371338 (2.1960480843467276) | > loss_disc_real_0: 0.1365518718957901 (0.13774827019921654) | > loss_disc_real_1: 0.1708078235387802 (0.19208093467114987) | > loss_disc_real_2: 0.18322734534740448 (0.18855386938171834) | > loss_disc_real_3: 0.1956031322479248 (0.2045242743588042) | > loss_disc_real_4: 0.21527883410453796 (0.19642282714103831) | > loss_disc_real_5: 0.25069472193717957 (0.204945993491973) | > loss_0: 2.250441074371338 (2.1960480843467276) | > grad_norm_0: tensor(24.4838, device='cuda:0') (tensor(24.3536, device='cuda:0')) | > loss_gen: 2.603132724761963 (2.7927390104052683) | > loss_kl: 1.8045507669448853 (1.7779680394578254) | > loss_feat: 7.400260925292969 (8.391736649918826) | > loss_mel: 13.086592674255371 (13.382258448107489) | > loss_duration: 1.6628212928771973 (1.6830029419098778) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.557357788085938 (28.027705071986407) | > grad_norm_1: tensor(505.0344, device='cuda:0') (tensor(523.3163, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8287 (0.8519029726927307) | > loader_time: 0.0106 (0.010089306995786466)  --> TIME: 2025-05-10 09:57:55 -- STEP: 137/725 -- GLOBAL_STEP: 228700 | > loss_disc: 2.1159322261810303 (2.2035512784971814) | > loss_disc_real_0: 0.0997699499130249 (0.13915780697860847) | > loss_disc_real_1: 0.18442511558532715 (0.19161365164892516) | > loss_disc_real_2: 0.17430666089057922 (0.18944440270862445) | > loss_disc_real_3: 0.2093033492565155 (0.20425062458010484) | > loss_disc_real_4: 0.2016187608242035 (0.19650796479987406) | > loss_disc_real_5: 0.19285848736763 (0.20569872388439453) | > loss_0: 2.1159322261810303 (2.2035512784971814) | > grad_norm_0: tensor(13.3808, device='cuda:0') (tensor(24.6238, device='cuda:0')) | > loss_gen: 2.7832539081573486 (2.7751494689579443) | > loss_kl: 1.9789756536483765 (1.7624129291868558) | > loss_feat: 8.571853637695312 (8.334355048019521) | > loss_mel: 13.201203346252441 (13.28176050116546) | > loss_duration: 1.673918604850769 (1.6831900707996674) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.209205627441406 (27.836867993765505) | > grad_norm_1: tensor(422.9102, device='cuda:0') (tensor(525.6319, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8232 (0.8507217421148816) | > loader_time: 0.0091 (0.010048375512561658)  --> TIME: 2025-05-10 09:58:39 -- STEP: 187/725 -- GLOBAL_STEP: 228750 | > loss_disc: 2.2503669261932373 (2.204915538191159) | > loss_disc_real_0: 0.17625002562999725 (0.1391074487311954) | > loss_disc_real_1: 0.20088356733322144 (0.19187168131537616) | > loss_disc_real_2: 0.19051484763622284 (0.18922330168160517) | > loss_disc_real_3: 0.20066484808921814 (0.20422754480558283) | > loss_disc_real_4: 0.2263200283050537 (0.19680729611990938) | > loss_disc_real_5: 0.23508310317993164 (0.20591816162680557) | > loss_0: 2.2503669261932373 (2.204915538191159) | > grad_norm_0: tensor(41.2780, device='cuda:0') (tensor(24.8751, device='cuda:0')) | > loss_gen: 2.7248589992523193 (2.774005619599859) | > loss_kl: 1.9417287111282349 (1.754591347062014) | > loss_feat: 7.962234020233154 (8.311246772500928) | > loss_mel: 12.623090744018555 (13.253721226982892) | > loss_duration: 1.7050917148590088 (1.6835993553865403) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.95700454711914 (27.777164336831813) | > grad_norm_1: tensor(727.2438, device='cuda:0') (tensor(522.5820, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8593 (0.8542559529370802) | > loader_time: 0.0096 (0.009965660737797546)  --> TIME: 2025-05-10 09:59:22 -- STEP: 237/725 -- GLOBAL_STEP: 228800 | > loss_disc: 2.1852099895477295 (2.2066429285057487) | > loss_disc_real_0: 0.09287147223949432 (0.13940470285304984) | > loss_disc_real_1: 0.18899111449718475 (0.19174547581481532) | > loss_disc_real_2: 0.1782919317483902 (0.1890403473050282) | > loss_disc_real_3: 0.18980936706066132 (0.20502035879384617) | > loss_disc_real_4: 0.237026184797287 (0.1967715764976253) | > loss_disc_real_5: 0.18698155879974365 (0.20559585534570587) | > loss_0: 2.1852099895477295 (2.2066429285057487) | > grad_norm_0: tensor(16.3189, device='cuda:0') (tensor(24.8533, device='cuda:0')) | > loss_gen: 2.7035253047943115 (2.772084645581146) | > loss_kl: 1.7597360610961914 (1.7528142753029674) | > loss_feat: 8.873734474182129 (8.299769395514392) | > loss_mel: 14.455085754394531 (13.225760423684422) | > loss_duration: 1.6573537588119507 (1.6829067292595714) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.44943618774414 (27.73333546280358) | > grad_norm_1: tensor(538.4987, device='cuda:0') (tensor(524.1299, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8172 (0.8542542457580566) | > loader_time: 0.009 (0.0098976374678471)  --> TIME: 2025-05-10 10:00:05 -- STEP: 287/725 -- GLOBAL_STEP: 228850 | > loss_disc: 2.1768863201141357 (2.207860309487851) | > loss_disc_real_0: 0.14503513276576996 (0.139401911832522) | > loss_disc_real_1: 0.2098865807056427 (0.19188808927552625) | > loss_disc_real_2: 0.18045483529567719 (0.18933158702758957) | > loss_disc_real_3: 0.21129192411899567 (0.20523781160652016) | > loss_disc_real_4: 0.19234512746334076 (0.19674932011743881) | > loss_disc_real_5: 0.22965842485427856 (0.20572976046322947) | > loss_0: 2.1768863201141357 (2.207860309487851) | > grad_norm_0: tensor(42.7272, device='cuda:0') (tensor(25.1771, device='cuda:0')) | > loss_gen: 2.8280208110809326 (2.770834941066517) | > loss_kl: 1.7535146474838257 (1.7526632111246996) | > loss_feat: 8.931520462036133 (8.293437181864892) | > loss_mel: 12.895942687988281 (13.253085744505565) | > loss_duration: 1.691148281097412 (1.6824841179498813) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.100147247314453 (27.75250523264815) | > grad_norm_1: tensor(690.4352, device='cuda:0') (tensor(519.2864, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8073 (0.8530821467941231) | > loader_time: 0.0101 (0.009898587801730597)  --> TIME: 2025-05-10 10:00:48 -- STEP: 337/725 -- GLOBAL_STEP: 228900 | > loss_disc: 2.314020872116089 (2.2102213577983636) | > loss_disc_real_0: 0.1571507453918457 (0.14017924527120879) | > loss_disc_real_1: 0.177540123462677 (0.191963841812547) | > loss_disc_real_2: 0.19346477091312408 (0.1895597586380621) | > loss_disc_real_3: 0.2414635419845581 (0.20516769977104066) | > loss_disc_real_4: 0.20343847572803497 (0.19696615287033678) | > loss_disc_real_5: 0.25599798560142517 (0.20604329876800678) | > loss_0: 2.314020872116089 (2.2102213577983636) | > grad_norm_0: tensor(26.6468, device='cuda:0') (tensor(24.7418, device='cuda:0')) | > loss_gen: 2.707974910736084 (2.766563902976604) | > loss_kl: 1.7263834476470947 (1.7465301539848401) | > loss_feat: 7.957823753356934 (8.274575280152739) | > loss_mel: 13.872758865356445 (13.231348544270778) | > loss_duration: 1.6597764492034912 (1.681691310526002) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.92471694946289 (27.70070923825046) | > grad_norm_1: tensor(574.9052, device='cuda:0') (tensor(514.4525, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.878 (0.8525817005146151) | > loader_time: 0.0098 (0.009823815405191947)  --> TIME: 2025-05-10 10:01:32 -- STEP: 387/725 -- GLOBAL_STEP: 228950 | > loss_disc: 2.3521926403045654 (2.2132644511624497) | > loss_disc_real_0: 0.25949352979660034 (0.14062523710943314) | > loss_disc_real_1: 0.19880411028862 (0.19218642751683873) | > loss_disc_real_2: 0.2076762467622757 (0.18978066923390363) | > loss_disc_real_3: 0.23214903473854065 (0.20531055643114937) | > loss_disc_real_4: 0.20968197286128998 (0.19726810968199449) | > loss_disc_real_5: 0.20518125593662262 (0.2060963790623101) | > loss_0: 2.3521926403045654 (2.2132644511624497) | > grad_norm_0: tensor(36.4741, device='cuda:0') (tensor(24.9505, device='cuda:0')) | > loss_gen: 2.775747776031494 (2.764809559790046) | > loss_kl: 1.6095973253250122 (1.745766360322327) | > loss_feat: 7.89180326461792 (8.259362596566072) | > loss_mel: 13.224750518798828 (13.221294708646242) | > loss_duration: 1.7643905878067017 (1.681602310456663) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.26628875732422 (27.67283556442852) | > grad_norm_1: tensor(569.1605, device='cuda:0') (tensor(510.9952, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8645 (0.8524547571975748) | > loader_time: 0.0094 (0.009819703508717154)  --> TIME: 2025-05-10 10:02:15 -- STEP: 437/725 -- GLOBAL_STEP: 229000 | > loss_disc: 2.20387601852417 (2.213672494724629) | > loss_disc_real_0: 0.10420231521129608 (0.14037313424818035) | > loss_disc_real_1: 0.1986052691936493 (0.1923653847906628) | > loss_disc_real_2: 0.18171708285808563 (0.18953086766552865) | > loss_disc_real_3: 0.19702193140983582 (0.205287557683493) | > loss_disc_real_4: 0.23951812088489532 (0.19717449597690423) | > loss_disc_real_5: 0.2273312360048294 (0.20637693510175573) | > loss_0: 2.20387601852417 (2.213672494724629) | > grad_norm_0: tensor(14.5548, device='cuda:0') (tensor(24.7549, device='cuda:0')) | > loss_gen: 2.8056740760803223 (2.7637954456582485) | > loss_kl: 1.6865941286087036 (1.7417482462300322) | > loss_feat: 9.240190505981445 (8.26052214624681) | > loss_mel: 14.082014083862305 (13.217723569280773) | > loss_duration: 1.6470962762832642 (1.6816349242317326) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.46156883239746 (27.66542437311168) | > grad_norm_1: tensor(497.2555, device='cuda:0') (tensor(511.1627, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8872 (0.8520948701374045) | > loader_time: 0.0102 (0.009823681833542193) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_229000.pth  --> TIME: 2025-05-10 10:03:00 -- STEP: 487/725 -- GLOBAL_STEP: 229050 | > loss_disc: 2.206104040145874 (2.2138045840194818) | > loss_disc_real_0: 0.10314182937145233 (0.13995967425972045) | > loss_disc_real_1: 0.19030877947807312 (0.1924278500510927) | > loss_disc_real_2: 0.1981903463602066 (0.18964420840358337) | > loss_disc_real_3: 0.1766720861196518 (0.20539661752369862) | > loss_disc_real_4: 0.17808006703853607 (0.1969686634303119) | > loss_disc_real_5: 0.22427250444889069 (0.20638925779526732) | > loss_0: 2.206104040145874 (2.2138045840194818) | > grad_norm_0: tensor(11.1422, device='cuda:0') (tensor(24.5885, device='cuda:0')) | > loss_gen: 2.810356616973877 (2.7627301877039403) | > loss_kl: 1.7101162672042847 (1.7407974881068398) | > loss_feat: 8.570810317993164 (8.256364714683214) | > loss_mel: 13.80414867401123 (13.225309996634298) | > loss_duration: 1.6678097248077393 (1.6821974151188346) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.563241958618164 (27.667399815710173) | > grad_norm_1: tensor(346.4021, device='cuda:0') (tensor(509.6787, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.7989 (0.8513948662814663) | > loader_time: 0.0092 (0.009835120344064082)  --> TIME: 2025-05-10 10:03:43 -- STEP: 537/725 -- GLOBAL_STEP: 229100 | > loss_disc: 2.3288192749023438 (2.2150897009634645) | > loss_disc_real_0: 0.23997998237609863 (0.14051781729335452) | > loss_disc_real_1: 0.1788344532251358 (0.1923740689869922) | > loss_disc_real_2: 0.18503281474113464 (0.18965131432872465) | > loss_disc_real_3: 0.21813194453716278 (0.20533325380231196) | > loss_disc_real_4: 0.21954591572284698 (0.197090067038767) | > loss_disc_real_5: 0.2142101675271988 (0.20646030393392684) | > loss_0: 2.3288192749023438 (2.2150897009634645) | > grad_norm_0: tensor(45.0884, device='cuda:0') (tensor(24.7356, device='cuda:0')) | > loss_gen: 2.5758471488952637 (2.7596166506825877) | > loss_kl: 1.5463097095489502 (1.7388535646974939) | > loss_feat: 7.150277137756348 (8.229890333207637) | > loss_mel: 11.462278366088867 (13.197452065664965) | > loss_duration: 1.7148256301879883 (1.6827115994813948) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.449539184570312 (27.608524219505835) | > grad_norm_1: tensor(488.0305, device='cuda:0') (tensor(510.7506, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8524 (0.8513621888791161) | > loader_time: 0.0096 (0.009836771856695145)  --> TIME: 2025-05-10 10:04:27 -- STEP: 587/725 -- GLOBAL_STEP: 229150 | > loss_disc: 2.098288059234619 (2.2156618490332813) | > loss_disc_real_0: 0.13091515004634857 (0.14057517039004144) | > loss_disc_real_1: 0.18656715750694275 (0.19243401261062398) | > loss_disc_real_2: 0.15833869576454163 (0.1894246920613252) | > loss_disc_real_3: 0.2065521776676178 (0.20534970094743335) | > loss_disc_real_4: 0.1770206093788147 (0.1970108879231919) | > loss_disc_real_5: 0.21104449033737183 (0.20671279781721721) | > loss_0: 2.098288059234619 (2.2156618490332813) | > grad_norm_0: tensor(17.4853, device='cuda:0') (tensor(24.5376, device='cuda:0')) | > loss_gen: 2.879021167755127 (2.758509027084663) | > loss_kl: 1.5945699214935303 (1.7385929256322232) | > loss_feat: 8.964256286621094 (8.22942752448217) | > loss_mel: 14.176511764526367 (13.189526920221127) | > loss_duration: 1.655258297920227 (1.6824439629988537) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.269617080688477 (27.5985003573728) | > grad_norm_1: tensor(155.2289, device='cuda:0') (tensor(506.5566, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8597 (0.8509153998893206) | > loader_time: 0.0107 (0.009839301214916751)  --> TIME: 2025-05-10 10:05:10 -- STEP: 637/725 -- GLOBAL_STEP: 229200 | > loss_disc: 2.1822521686553955 (2.215039789583094) | > loss_disc_real_0: 0.1660752147436142 (0.14062431862861446) | > loss_disc_real_1: 0.18766428530216217 (0.1923147857984531) | > loss_disc_real_2: 0.1760563999414444 (0.18911168521951463) | > loss_disc_real_3: 0.21578766405582428 (0.20535504116181114) | > loss_disc_real_4: 0.18013326823711395 (0.19700011344307822) | > loss_disc_real_5: 0.1998712718486786 (0.20664017477907595) | > loss_0: 2.1822521686553955 (2.215039789583094) | > grad_norm_0: tensor(50.5770, device='cuda:0') (tensor(24.6045, device='cuda:0')) | > loss_gen: 2.821732759475708 (2.757934862253619) | > loss_kl: 1.7405627965927124 (1.7384864877868484) | > loss_feat: 9.215376853942871 (8.220571187826307) | > loss_mel: 13.912612915039062 (13.18238501496368) | > loss_duration: 1.6480746269226074 (1.6824061864960707) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.338361740112305 (27.58178374681218) | > grad_norm_1: tensor(492.9622, device='cuda:0') (tensor(507.0333, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8449 (0.8508623585783335) | > loader_time: 0.0092 (0.009869404452936248)  --> TIME: 2025-05-10 10:05:53 -- STEP: 687/725 -- GLOBAL_STEP: 229250 | > loss_disc: 2.239738941192627 (2.215894472130519) | > loss_disc_real_0: 0.13463525474071503 (0.14098712962440724) | > loss_disc_real_1: 0.2022738754749298 (0.19231781554360924) | > loss_disc_real_2: 0.19994032382965088 (0.1891635573500282) | > loss_disc_real_3: 0.19711880385875702 (0.20512549412129052) | > loss_disc_real_4: 0.1617436408996582 (0.19692193017255796) | > loss_disc_real_5: 0.22255101799964905 (0.20667930259714992) | > loss_0: 2.239738941192627 (2.215894472130519) | > grad_norm_0: tensor(16.2800, device='cuda:0') (tensor(24.7690, device='cuda:0')) | > loss_gen: 2.711174488067627 (2.7582881776873576) | > loss_kl: 1.6276134252548218 (1.738400292014798) | > loss_feat: 7.5002217292785645 (8.21999850613236) | > loss_mel: 12.422562599182129 (13.184851488171711) | > loss_duration: 1.6642647981643677 (1.682178066286979) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.92583656311035 (27.583716552156897) | > grad_norm_1: tensor(427.1268, device='cuda:0') (tensor(504.0047, device='cuda:0')) | > current_lr_0: 0.0001937978097191345 | > current_lr_1: 0.0001937978097191345 | > step_time: 0.8535 (0.8509327348489778) | > loader_time: 0.0126 (0.009881516557940579)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3152599334716797 (2.3152599334716797) | > loss_disc_real_0: 0.15295810997486115 (0.15295810997486115) | > loss_disc_real_1: 0.18425220251083374 (0.18425220251083374) | > loss_disc_real_2: 0.23874817788600922 (0.23874817788600922) | > loss_disc_real_3: 0.24007408320903778 (0.24007408320903778) | > loss_disc_real_4: 0.2680410146713257 (0.2680410146713257) | > loss_disc_real_5: 0.24647781252861023 (0.24647781252861023) | > loss_0: 2.3152599334716797 (2.3152599334716797) | > loss_gen: 2.759230613708496 (2.759230613708496) | > loss_kl: 2.0859456062316895 (2.0859456062316895) | > loss_feat: 7.305490493774414 (7.305490493774414) | > loss_mel: 12.861613273620605 (12.861613273620605) | > loss_duration: 1.6862127780914307 (1.6862127780914307) | > loss_1: 26.6984920501709 (26.6984920501709)  --> STEP: 1 | > loss_disc: 2.3436686992645264 (2.3436686992645264) | > loss_disc_real_0: 0.1494862288236618 (0.1494862288236618) | > loss_disc_real_1: 0.17862729728221893 (0.17862729728221893) | > loss_disc_real_2: 0.25957444310188293 (0.25957444310188293) | > loss_disc_real_3: 0.22002778947353363 (0.22002778947353363) | > loss_disc_real_4: 0.27303546667099 (0.27303546667099) | > loss_disc_real_5: 0.2387082725763321 (0.2387082725763321) | > loss_0: 2.3436686992645264 (2.3436686992645264) | > loss_gen: 2.6910791397094727 (2.6910791397094727) | > loss_kl: 2.0162692070007324 (2.0162692070007324) | > loss_feat: 7.0425124168396 (7.0425124168396) | > loss_mel: 12.696739196777344 (12.696739196777344) | > loss_duration: 1.8084896802902222 (1.8084896802902222) | > loss_1: 26.25508689880371 (26.25508689880371)  --> STEP: 2 | > loss_disc: 2.1386094093322754 (2.241139054298401) | > loss_disc_real_0: 0.1278856098651886 (0.1386859193444252) | > loss_disc_real_1: 0.16709721088409424 (0.17286225408315659) | > loss_disc_real_2: 0.20626716315746307 (0.232920803129673) | > loss_disc_real_3: 0.23351158201694489 (0.22676968574523926) | > loss_disc_real_4: 0.28931233286857605 (0.281173899769783) | > loss_disc_real_5: 0.22357480227947235 (0.23114153742790222) | > loss_0: 2.1386094093322754 (2.241139054298401) | > loss_gen: 3.052781820297241 (2.871930480003357) | > loss_kl: 2.0645806789398193 (2.040424942970276) | > loss_feat: 9.427657127380371 (8.235084772109985) | > loss_mel: 15.795164108276367 (14.245951652526855) | > loss_duration: 1.8466867208480835 (1.8275882005691528) | > loss_1: 32.18687057495117 (29.22097873687744)  --> STEP: 3 | > loss_disc: 2.3075342178344727 (2.2632707754770913) | > loss_disc_real_0: 0.14904485642910004 (0.14213889837265015) | > loss_disc_real_1: 0.1861984133720398 (0.17730764051278433) | > loss_disc_real_2: 0.22319042682647705 (0.229677344361941) | > loss_disc_real_3: 0.22594839334487915 (0.2264959216117859) | > loss_disc_real_4: 0.29029780626296997 (0.28421520193417865) | > loss_disc_real_5: 0.22876909375190735 (0.23035072286923727) | > loss_0: 2.3075342178344727 (2.2632707754770913) | > loss_gen: 2.784431219100952 (2.842764059702555) | > loss_kl: 1.926414132118225 (2.0024213393529258) | > loss_feat: 7.787731170654297 (8.08596690495809) | > loss_mel: 12.659547805786133 (13.717150370279947) | > loss_duration: 1.7886536121368408 (1.8146100044250488) | > loss_1: 26.946779251098633 (28.46291224161784)  --> STEP: 4 | > loss_disc: 2.257596969604492 (2.2618523240089417) | > loss_disc_real_0: 0.13739460706710815 (0.14095282554626465) | > loss_disc_real_1: 0.1744309365749359 (0.17658846452832222) | > loss_disc_real_2: 0.2213238775730133 (0.2275889776647091) | > loss_disc_real_3: 0.24038614332675934 (0.22996847704052925) | > loss_disc_real_4: 0.2975301146507263 (0.2875439301133156) | > loss_disc_real_5: 0.22189660370349884 (0.22823719307780266) | > loss_0: 2.257596969604492 (2.2618523240089417) | > loss_gen: 2.9594531059265137 (2.871936321258545) | > loss_kl: 1.8505792617797852 (1.9644608199596405) | > loss_feat: 8.289149284362793 (8.136762499809265) | > loss_mel: 14.585776329040527 (13.934306859970093) | > loss_duration: 1.758406639099121 (1.800559163093567) | > loss_1: 29.44336700439453 (28.70802593231201) --> EVAL PERFORMANCE | > avg_loader_time: 0.28099524974823 (+0.002916574478149414) | > avg_loss_disc: 2.2618523240089417 (-0.04993462562561035) | > avg_loss_disc_real_0: 0.14095282554626465 (-0.008255813270807266) | > avg_loss_disc_real_1: 0.17658846452832222 (-0.027847740799188614) | > avg_loss_disc_real_2: 0.2275889776647091 (+0.007198024541139603) | > avg_loss_disc_real_3: 0.22996847704052925 (+0.04384442791342735) | > avg_loss_disc_real_4: 0.2875439301133156 (+0.06833475083112717) | > avg_loss_disc_real_5: 0.22823719307780266 (+0.0073157064616680145) | > avg_loss_0: 2.2618523240089417 (-0.04993462562561035) | > avg_loss_gen: 2.871936321258545 (+0.3588210344314575) | > avg_loss_kl: 1.9644608199596405 (+0.04937559366226196) | > avg_loss_feat: 8.136762499809265 (+0.4153616428375244) | > avg_loss_mel: 13.934306859970093 (+0.7075045108795166) | > avg_loss_duration: 1.800559163093567 (-0.0027739405632019043) | > avg_loss_1: 28.70802593231201 (+1.5282888412475586)  > EPOCH: 253/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 10:06:32)   --> TIME: 2025-05-10 10:06:44 -- STEP: 12/725 -- GLOBAL_STEP: 229300 | > loss_disc: 2.37192964553833 (2.2757015228271484) | > loss_disc_real_0: 0.15216273069381714 (0.15100356315573057) | > loss_disc_real_1: 0.21568086743354797 (0.19853472088774046) | > loss_disc_real_2: 0.20437775552272797 (0.1931782861550649) | > loss_disc_real_3: 0.20046690106391907 (0.20942877233028412) | > loss_disc_real_4: 0.189316987991333 (0.20430738106369972) | > loss_disc_real_5: 0.19083906710147858 (0.20604712391893068) | > loss_0: 2.37192964553833 (2.2757015228271484) | > grad_norm_0: tensor(8.7036, device='cuda:0') (tensor(19.5925, device='cuda:0')) | > loss_gen: 2.460404396057129 (2.6792622407277427) | > loss_kl: 1.8022221326828003 (1.7762430409590404) | > loss_feat: 6.965979099273682 (8.025214473406473) | > loss_mel: 11.18557071685791 (13.09980853398641) | > loss_duration: 1.6995110511779785 (1.6814609666665394) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.11368751525879 (27.26198943456014) | > grad_norm_1: tensor(149.7646, device='cuda:0') (tensor(438.5544, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8438 (0.8344587087631226) | > loader_time: 0.0086 (0.009664634863535563)  --> TIME: 2025-05-10 10:07:28 -- STEP: 62/725 -- GLOBAL_STEP: 229350 | > loss_disc: 2.238246440887451 (2.237140736272258) | > loss_disc_real_0: 0.15914024412631989 (0.142909916418214) | > loss_disc_real_1: 0.18876688182353973 (0.19299815018330851) | > loss_disc_real_2: 0.20948517322540283 (0.18963635472520704) | > loss_disc_real_3: 0.2079952210187912 (0.20684566228620468) | > loss_disc_real_4: 0.17363706231117249 (0.1995766809390437) | > loss_disc_real_5: 0.20882749557495117 (0.21152810944664863) | > loss_0: 2.238246440887451 (2.237140736272258) | > grad_norm_0: tensor(26.1993, device='cuda:0') (tensor(21.7659, device='cuda:0')) | > loss_gen: 2.634807825088501 (2.719770677628056) | > loss_kl: 1.8676378726959229 (1.7800144514729899) | > loss_feat: 7.308251857757568 (8.16972277241368) | > loss_mel: 12.429459571838379 (13.235144984337591) | > loss_duration: 1.7355878353118896 (1.6749362003418706) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.975746154785156 (27.579589228476248) | > grad_norm_1: tensor(489.2750, device='cuda:0') (tensor(445.6332, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8565 (0.8508968160998437) | > loader_time: 0.0095 (0.009801445468779533)  --> TIME: 2025-05-10 10:08:11 -- STEP: 112/725 -- GLOBAL_STEP: 229400 | > loss_disc: 2.2552099227905273 (2.2289868657078067) | > loss_disc_real_0: 0.13305720686912537 (0.14252425344394798) | > loss_disc_real_1: 0.19648195803165436 (0.19211670210851087) | > loss_disc_real_2: 0.1975187212228775 (0.18982301545994623) | > loss_disc_real_3: 0.21125969290733337 (0.2050430877134204) | > loss_disc_real_4: 0.20395435392856598 (0.1989585036145789) | > loss_disc_real_5: 0.17856308817863464 (0.20924258804214851) | > loss_0: 2.2552099227905273 (2.2289868657078067) | > grad_norm_0: tensor(15.3247, device='cuda:0') (tensor(21.3517, device='cuda:0')) | > loss_gen: 2.6353166103363037 (2.72868485535894) | > loss_kl: 1.7486165761947632 (1.7620923551065582) | > loss_feat: 7.72501277923584 (8.201434071574896) | > loss_mel: 12.4492826461792 (13.207750822816577) | > loss_duration: 1.6819134950637817 (1.6787401139736176) | > amp_scaler: 256.0 (260.57142857142856) | > loss_1: 26.240142822265625 (27.578702313559397) | > grad_norm_1: tensor(464.7395, device='cuda:0') (tensor(409.7286, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8228 (0.8506360586200442) | > loader_time: 0.0092 (0.009768464735576085)  --> TIME: 2025-05-10 10:08:54 -- STEP: 162/725 -- GLOBAL_STEP: 229450 | > loss_disc: 2.313052177429199 (2.222498480184578) | > loss_disc_real_0: 0.1259615123271942 (0.1424741807083289) | > loss_disc_real_1: 0.2269742339849472 (0.19170951870856456) | > loss_disc_real_2: 0.17280703783035278 (0.18849953622729684) | > loss_disc_real_3: 0.24222013354301453 (0.20496068425752495) | > loss_disc_real_4: 0.19975963234901428 (0.19809509657415333) | > loss_disc_real_5: 0.2557525932788849 (0.20833844130421864) | > loss_0: 2.313052177429199 (2.222498480184578) | > grad_norm_0: tensor(9.8949, device='cuda:0') (tensor(22.8457, device='cuda:0')) | > loss_gen: 2.578054666519165 (2.7483604351679474) | > loss_kl: 1.5675369501113892 (1.754160753738733) | > loss_feat: 7.300548076629639 (8.230358444614177) | > loss_mel: 12.2837553024292 (13.213412579195) | > loss_duration: 1.6364840269088745 (1.6791019594227825) | > amp_scaler: 256.0 (259.1604938271604) | > loss_1: 25.366378784179688 (27.62539427957417) | > grad_norm_1: tensor(227.6561, device='cuda:0') (tensor(432.1968, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8381 (0.8509402451691804) | > loader_time: 0.0094 (0.009729501641826867)  --> TIME: 2025-05-10 10:09:38 -- STEP: 212/725 -- GLOBAL_STEP: 229500 | > loss_disc: 2.2837514877319336 (2.2237447072874827) | > loss_disc_real_0: 0.11681372672319412 (0.14217922569445848) | > loss_disc_real_1: 0.213728666305542 (0.19208365524152532) | > loss_disc_real_2: 0.1857585608959198 (0.18870672752272408) | > loss_disc_real_3: 0.2016897201538086 (0.20514627250860318) | > loss_disc_real_4: 0.1877754181623459 (0.19790484889779444) | > loss_disc_real_5: 0.21256868541240692 (0.2083199881720093) | > loss_0: 2.2837514877319336 (2.2237447072874827) | > grad_norm_0: tensor(31.7314, device='cuda:0') (tensor(23.0832, device='cuda:0')) | > loss_gen: 2.6825928688049316 (2.7453092910208783) | > loss_kl: 1.5934454202651978 (1.7412646828957323) | > loss_feat: 7.333828449249268 (8.20289475063108) | > loss_mel: 12.3885498046875 (13.193117326160646) | > loss_duration: 1.6795819997787476 (1.679579661139902) | > amp_scaler: 256.0 (258.4150943396225) | > loss_1: 25.677997589111328 (27.562165791133665) | > grad_norm_1: tensor(544.1713, device='cuda:0') (tensor(452.8554, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8516 (0.8514657054307326) | > loader_time: 0.0095 (0.009723031295920323)  --> TIME: 2025-05-10 10:10:21 -- STEP: 262/725 -- GLOBAL_STEP: 229550 | > loss_disc: 2.1225438117980957 (2.221916197820475) | > loss_disc_real_0: 0.09778916835784912 (0.14230830014775728) | > loss_disc_real_1: 0.18732011318206787 (0.19207848409432485) | > loss_disc_real_2: 0.190309539437294 (0.18886802015641263) | > loss_disc_real_3: 0.19216394424438477 (0.20467145155176858) | > loss_disc_real_4: 0.17012615501880646 (0.19779708452579625) | > loss_disc_real_5: 0.20731982588768005 (0.20719244342496376) | > loss_0: 2.1225438117980957 (2.221916197820475) | > grad_norm_0: tensor(12.5466, device='cuda:0') (tensor(23.1307, device='cuda:0')) | > loss_gen: 2.7977311611175537 (2.7465935062816116) | > loss_kl: 1.642579197883606 (1.7336377697136567) | > loss_feat: 8.547746658325195 (8.22091157017773) | > loss_mel: 14.197471618652344 (13.220972195836424) | > loss_duration: 1.6808010339736938 (1.6808658742722664) | > amp_scaler: 256.0 (257.95419847328225) | > loss_1: 28.866331100463867 (27.6029809485865) | > grad_norm_1: tensor(306.5726, device='cuda:0') (tensor(462.8122, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8876 (0.8512589112492918) | > loader_time: 0.0097 (0.009715812806864734)  --> TIME: 2025-05-10 10:11:04 -- STEP: 312/725 -- GLOBAL_STEP: 229600 | > loss_disc: 2.2270617485046387 (2.21993198685157) | > loss_disc_real_0: 0.10613007098436356 (0.1424868790767132) | > loss_disc_real_1: 0.224907785654068 (0.19181666695154626) | > loss_disc_real_2: 0.22938470542430878 (0.1886928735826259) | > loss_disc_real_3: 0.19341690838336945 (0.20469011232638964) | > loss_disc_real_4: 0.20156466960906982 (0.19747723395434705) | > loss_disc_real_5: 0.2107420563697815 (0.20660945911629078) | > loss_0: 2.2270617485046387 (2.21993198685157) | > grad_norm_0: tensor(18.3119, device='cuda:0') (tensor(23.8729, device='cuda:0')) | > loss_gen: 2.850837469100952 (2.7523815960456153) | > loss_kl: 1.7224125862121582 (1.7359435963325007) | > loss_feat: 8.328293800354004 (8.232590015117934) | > loss_mel: 12.516148567199707 (13.210173964500433) | > loss_duration: 1.6761360168457031 (1.6798650167691402) | > amp_scaler: 256.0 (257.64102564102546) | > loss_1: 27.093830108642578 (27.610954186855217) | > grad_norm_1: tensor(399.2701, device='cuda:0') (tensor(475.7789, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.834 (0.8512937671098953) | > loader_time: 0.0098 (0.009725080086634709)  --> TIME: 2025-05-10 10:11:47 -- STEP: 362/725 -- GLOBAL_STEP: 229650 | > loss_disc: 2.2894678115844727 (2.221666971622909) | > loss_disc_real_0: 0.14784608781337738 (0.1425363942980766) | > loss_disc_real_1: 0.1946556568145752 (0.1921823088141436) | > loss_disc_real_2: 0.2356518656015396 (0.18907823512402688) | > loss_disc_real_3: 0.23581182956695557 (0.2045261237502756) | > loss_disc_real_4: 0.23993146419525146 (0.19728117456752284) | > loss_disc_real_5: 0.1959526389837265 (0.20708293862929) | > loss_0: 2.2894678115844727 (2.221666971622909) | > grad_norm_0: tensor(24.5028, device='cuda:0') (tensor(23.7558, device='cuda:0')) | > loss_gen: 2.763843297958374 (2.7456921872513056) | > loss_kl: 1.786231279373169 (1.7343469900979518) | > loss_feat: 8.135555267333984 (8.194921160271157) | > loss_mel: 13.867868423461914 (13.15351009368897) | > loss_duration: 1.6368024349212646 (1.6791711334365507) | > amp_scaler: 256.0 (257.4143646408839) | > loss_1: 28.19029998779297 (27.507641560464933) | > grad_norm_1: tensor(318.1804, device='cuda:0') (tensor(477.3463, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8527 (0.8513122098880578) | > loader_time: 0.0094 (0.009724389782268044)  --> TIME: 2025-05-10 10:12:31 -- STEP: 412/725 -- GLOBAL_STEP: 229700 | > loss_disc: 2.23264741897583 (2.2200618976528195) | > loss_disc_real_0: 0.12230425328016281 (0.14235329638841082) | > loss_disc_real_1: 0.1686248779296875 (0.19218766917158098) | > loss_disc_real_2: 0.20777486264705658 (0.18880773270593107) | > loss_disc_real_3: 0.20482833683490753 (0.20429392459178428) | > loss_disc_real_4: 0.23602430522441864 (0.19742476553158847) | > loss_disc_real_5: 0.16857008635997772 (0.20675883717039256) | > loss_0: 2.23264741897583 (2.2200618976528195) | > grad_norm_0: tensor(30.0419, device='cuda:0') (tensor(24.0726, device='cuda:0')) | > loss_gen: 2.7454473972320557 (2.75018323567307) | > loss_kl: 1.6794573068618774 (1.7350808416755452) | > loss_feat: 8.018074035644531 (8.201085308223105) | > loss_mel: 13.582350730895996 (13.169461643811573) | > loss_duration: 1.6809476613998413 (1.6796428873701004) | > amp_scaler: 256.0 (257.24271844660205) | > loss_1: 27.70627784729004 (27.535453949159788) | > grad_norm_1: tensor(548.7701, device='cuda:0') (tensor(485.3530, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8588 (0.8524926675176158) | > loader_time: 0.0095 (0.009707427719264364)  --> TIME: 2025-05-10 10:13:14 -- STEP: 462/725 -- GLOBAL_STEP: 229750 | > loss_disc: 2.235494375228882 (2.221271745054236) | > loss_disc_real_0: 0.19625960290431976 (0.14208302445290422) | > loss_disc_real_1: 0.18998749554157257 (0.19239916552454878) | > loss_disc_real_2: 0.21415431797504425 (0.18927936668777878) | > loss_disc_real_3: 0.24259249866008759 (0.20466500646495195) | > loss_disc_real_4: 0.16820621490478516 (0.1973693402105079) | > loss_disc_real_5: 0.19553910195827484 (0.2068060420421295) | > loss_0: 2.235494375228882 (2.221271745054236) | > grad_norm_0: tensor(48.0483, device='cuda:0') (tensor(24.1687, device='cuda:0')) | > loss_gen: 2.7335445880889893 (2.749767569236424) | > loss_kl: 1.6833511590957642 (1.730327988341773) | > loss_feat: 8.028203010559082 (8.20004383206884) | > loss_mel: 14.24179458618164 (13.167084823955193) | > loss_duration: 1.6875495910644531 (1.6796265856012123) | > amp_scaler: 256.0 (257.108225108225) | > loss_1: 28.37444496154785 (27.526850849002987) | > grad_norm_1: tensor(748.8666, device='cuda:0') (tensor(489.9578, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.7953 (0.8516004575795425) | > loader_time: 0.0093 (0.009685853342989314)  --> TIME: 2025-05-10 10:13:57 -- STEP: 512/725 -- GLOBAL_STEP: 229800 | > loss_disc: 2.21244740486145 (2.221273184521123) | > loss_disc_real_0: 0.12360727787017822 (0.14196728596289188) | > loss_disc_real_1: 0.18002499639987946 (0.19229286708286963) | > loss_disc_real_2: 0.17879092693328857 (0.18933603647747077) | > loss_disc_real_3: 0.21752002835273743 (0.20459157085861074) | > loss_disc_real_4: 0.19116993248462677 (0.19729425571858877) | > loss_disc_real_5: 0.21723341941833496 (0.20689610275439918) | > loss_0: 2.21244740486145 (2.221273184521123) | > grad_norm_0: tensor(19.9012, device='cuda:0') (tensor(23.9930, device='cuda:0')) | > loss_gen: 2.7854456901550293 (2.7469516415148965) | > loss_kl: 1.600158929824829 (1.7283070101402698) | > loss_feat: 7.6646409034729 (8.185012348927566) | > loss_mel: 11.82603645324707 (13.145379072055224) | > loss_duration: 1.6527137756347656 (1.680457770358771) | > amp_scaler: 256.0 (256.99999999999983) | > loss_1: 25.528995513916016 (27.486107878386974) | > grad_norm_1: tensor(519.9045, device='cuda:0') (tensor(488.0512, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8473 (0.8515663156285882) | > loader_time: 0.0101 (0.009678610600531108)  --> TIME: 2025-05-10 10:14:40 -- STEP: 562/725 -- GLOBAL_STEP: 229850 | > loss_disc: 2.104828357696533 (2.2197677378552663) | > loss_disc_real_0: 0.1499377340078354 (0.14164844749236882) | > loss_disc_real_1: 0.1855810433626175 (0.19210143482769937) | > loss_disc_real_2: 0.20703862607479095 (0.18945507071514575) | > loss_disc_real_3: 0.21587485074996948 (0.20463406501397535) | > loss_disc_real_4: 0.18949972093105316 (0.19745885397827917) | > loss_disc_real_5: 0.2017364203929901 (0.206602192248526) | > loss_0: 2.104828357696533 (2.2197677378552663) | > grad_norm_0: tensor(30.2316, device='cuda:0') (tensor(23.9289, device='cuda:0')) | > loss_gen: 2.906187057495117 (2.7491161712972283) | > loss_kl: 1.6301946640014648 (1.7266596426318976) | > loss_feat: 9.260307312011719 (8.19557796084584) | > loss_mel: 13.818046569824219 (13.148908170516806) | > loss_duration: 1.657364845275879 (1.6804444794128792) | > amp_scaler: 256.0 (256.91103202846944) | > loss_1: 29.27210235595703 (27.50070646224922) | > grad_norm_1: tensor(618.6643, device='cuda:0') (tensor(489.7415, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8946 (0.85143567616405) | > loader_time: 0.0103 (0.009686312217305147)  --> TIME: 2025-05-10 10:15:24 -- STEP: 612/725 -- GLOBAL_STEP: 229900 | > loss_disc: 2.2069740295410156 (2.219210694623148) | > loss_disc_real_0: 0.12018182128667831 (0.14134682752679) | > loss_disc_real_1: 0.1893211454153061 (0.19235578189098756) | > loss_disc_real_2: 0.21635229885578156 (0.18944754478296424) | > loss_disc_real_3: 0.2230430245399475 (0.204622742786906) | > loss_disc_real_4: 0.22257673740386963 (0.19740984566947986) | > loss_disc_real_5: 0.2194540649652481 (0.20653197371394813) | > loss_0: 2.2069740295410156 (2.219210694623148) | > grad_norm_0: tensor(44.8349, device='cuda:0') (tensor(24.0282, device='cuda:0')) | > loss_gen: 2.8911211490631104 (2.7525668120851696) | > loss_kl: 1.698167324066162 (1.725056181740917) | > loss_feat: 8.16614055633545 (8.211848122621676) | > loss_mel: 13.799263954162598 (13.163927553525932) | > loss_duration: 1.6034824848175049 (1.679996909074534) | > amp_scaler: 256.0 (256.83660130718914) | > loss_1: 28.158174514770508 (27.533395630082286) | > grad_norm_1: tensor(526.6874, device='cuda:0') (tensor(491.6359, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.822 (0.8513511018036234) | > loader_time: 0.0088 (0.00969046471165677)  --> TIME: 2025-05-10 10:16:07 -- STEP: 662/725 -- GLOBAL_STEP: 229950 | > loss_disc: 2.4436275959014893 (2.219172232640833) | > loss_disc_real_0: 0.16514204442501068 (0.1412806854754959) | > loss_disc_real_1: 0.17628072202205658 (0.19245029603246466) | > loss_disc_real_2: 0.18659193813800812 (0.1893642922677662) | > loss_disc_real_3: 0.20321771502494812 (0.2046226062488338) | > loss_disc_real_4: 0.23274004459381104 (0.19732475111941908) | > loss_disc_real_5: 0.27554571628570557 (0.2066169285927295) | > loss_0: 2.4436275959014893 (2.219172232640833) | > grad_norm_0: tensor(16.8874, device='cuda:0') (tensor(24.0713, device='cuda:0')) | > loss_gen: 2.5353682041168213 (2.7521026941224536) | > loss_kl: 1.8738298416137695 (1.7255359520724896) | > loss_feat: 6.678329944610596 (8.194430331088984) | > loss_mel: 11.962425231933594 (13.146444172297354) | > loss_duration: 1.7090942859649658 (1.6807186301021058) | > amp_scaler: 256.0 (256.7734138972809) | > loss_1: 24.759048461914062 (27.499231811016358) | > grad_norm_1: tensor(235.8288, device='cuda:0') (tensor(491.7978, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8704 (0.8509635763225956) | > loader_time: 0.0099 (0.009685883709311139)  --> TIME: 2025-05-10 10:16:50 -- STEP: 712/725 -- GLOBAL_STEP: 230000 | > loss_disc: 2.23734974861145 (2.2196411358171617) | > loss_disc_real_0: 0.11567404121160507 (0.14147479987044045) | > loss_disc_real_1: 0.1834304928779602 (0.19251418050922697) | > loss_disc_real_2: 0.17605872452259064 (0.18958423020883214) | > loss_disc_real_3: 0.1969234198331833 (0.2046791662074875) | > loss_disc_real_4: 0.21171467006206512 (0.1970968136375539) | > loss_disc_real_5: 0.19689951837062836 (0.20645435085373656) | > loss_0: 2.23734974861145 (2.2196411358171617) | > grad_norm_0: tensor(18.4111, device='cuda:0') (tensor(24.1790, device='cuda:0')) | > loss_gen: 2.7335433959960938 (2.751765822426659) | > loss_kl: 1.612164855003357 (1.7235180250044622) | > loss_feat: 8.162513732910156 (8.192750986372486) | > loss_mel: 13.91921329498291 (13.148775348502593) | > loss_duration: 1.6711889505386353 (1.680409137787444) | > amp_scaler: 256.0 (256.7191011235955) | > loss_1: 28.098623275756836 (27.497219361615993) | > grad_norm_1: tensor(449.6288, device='cuda:0') (tensor(490.3479, device='cuda:0')) | > current_lr_0: 0.0001937735849929196 | > current_lr_1: 0.0001937735849929196 | > step_time: 0.8227 (0.8511435148421295) | > loader_time: 0.0094 (0.009703761406159144) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_230000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.352586507797241 (2.352586507797241) | > loss_disc_real_0: 0.12228728085756302 (0.12228728085756302) | > loss_disc_real_1: 0.20817816257476807 (0.20817816257476807) | > loss_disc_real_2: 0.24476969242095947 (0.24476969242095947) | > loss_disc_real_3: 0.24416814744472504 (0.24416814744472504) | > loss_disc_real_4: 0.23755128681659698 (0.23755128681659698) | > loss_disc_real_5: 0.20773003995418549 (0.20773003995418549) | > loss_0: 2.352586507797241 (2.352586507797241) | > loss_gen: 2.6889524459838867 (2.6889524459838867) | > loss_kl: 2.141238212585449 (2.141238212585449) | > loss_feat: 8.247879028320312 (8.247879028320312) | > loss_mel: 14.063124656677246 (14.063124656677246) | > loss_duration: 1.6892879009246826 (1.6892879009246826) | > loss_1: 28.830480575561523 (28.830480575561523)  --> STEP: 1 | > loss_disc: 2.2631688117980957 (2.2631688117980957) | > loss_disc_real_0: 0.10936935245990753 (0.10936935245990753) | > loss_disc_real_1: 0.20416384935379028 (0.20416384935379028) | > loss_disc_real_2: 0.2375526875257492 (0.2375526875257492) | > loss_disc_real_3: 0.246192067861557 (0.246192067861557) | > loss_disc_real_4: 0.23061583936214447 (0.23061583936214447) | > loss_disc_real_5: 0.22345320880413055 (0.22345320880413055) | > loss_0: 2.2631688117980957 (2.2631688117980957) | > loss_gen: 2.8148422241210938 (2.8148422241210938) | > loss_kl: 2.1404712200164795 (2.1404712200164795) | > loss_feat: 8.01601505279541 (8.01601505279541) | > loss_mel: 14.270807266235352 (14.270807266235352) | > loss_duration: 1.7956818342208862 (1.7956818342208862) | > loss_1: 29.037817001342773 (29.037817001342773)  --> STEP: 2 | > loss_disc: 2.18294095993042 (2.223054885864258) | > loss_disc_real_0: 0.12511904537677765 (0.11724419891834259) | > loss_disc_real_1: 0.19634008407592773 (0.200251966714859) | > loss_disc_real_2: 0.24220803380012512 (0.23988036066293716) | > loss_disc_real_3: 0.23163971304893494 (0.23891589045524597) | > loss_disc_real_4: 0.21254973113536835 (0.2215827852487564) | > loss_disc_real_5: 0.19847069680690765 (0.2109619528055191) | > loss_0: 2.18294095993042 (2.223054885864258) | > loss_gen: 2.8839950561523438 (2.8494186401367188) | > loss_kl: 1.9747055768966675 (2.0575883984565735) | > loss_feat: 8.04914665222168 (8.032580852508545) | > loss_mel: 14.293428421020508 (14.28211784362793) | > loss_duration: 1.860407829284668 (1.828044831752777) | > loss_1: 29.061683654785156 (29.049750328063965)  --> STEP: 3 | > loss_disc: 2.2021799087524414 (2.216096560160319) | > loss_disc_real_0: 0.12598204612731934 (0.12015681465466817) | > loss_disc_real_1: 0.195389062166214 (0.19863099853197733) | > loss_disc_real_2: 0.23438401520252228 (0.23804824550946554) | > loss_disc_real_3: 0.24591292440891266 (0.2412482351064682) | > loss_disc_real_4: 0.2149990350008011 (0.2193882018327713) | > loss_disc_real_5: 0.17851980030536652 (0.20014790197213492) | > loss_0: 2.2021799087524414 (2.216096560160319) | > loss_gen: 2.8592240810394287 (2.852687120437622) | > loss_kl: 1.826758623123169 (1.9806451400121052) | > loss_feat: 9.115959167480469 (8.393706957499186) | > loss_mel: 14.750218391418457 (14.438151359558105) | > loss_duration: 1.831837773323059 (1.8293091456095378) | > loss_1: 30.38399887084961 (29.494499842325848)  --> STEP: 4 | > loss_disc: 2.171967029571533 (2.2050641775131226) | > loss_disc_real_0: 0.11650663614273071 (0.11924427002668381) | > loss_disc_real_1: 0.2052644044160843 (0.20028935000300407) | > loss_disc_real_2: 0.21076029539108276 (0.23122625797986984) | > loss_disc_real_3: 0.21918918192386627 (0.23573347181081772) | > loss_disc_real_4: 0.2424800992012024 (0.22516117617487907) | > loss_disc_real_5: 0.1999393105506897 (0.2000957541167736) | > loss_0: 2.171967029571533 (2.2050641775131226) | > loss_gen: 2.898855209350586 (2.864229142665863) | > loss_kl: 2.0598950386047363 (2.000457614660263) | > loss_feat: 9.722403526306152 (8.725881099700928) | > loss_mel: 16.09278106689453 (14.851808786392212) | > loss_duration: 1.754676103591919 (1.810650885105133) | > loss_1: 32.52861022949219 (30.25302743911743) --> EVAL PERFORMANCE | > avg_loader_time: 0.27816516160964966 (-0.0028300881385803223) | > avg_loss_disc: 2.2050641775131226 (-0.05678814649581909) | > avg_loss_disc_real_0: 0.11924427002668381 (-0.02170855551958084) | > avg_loss_disc_real_1: 0.20028935000300407 (+0.023700885474681854) | > avg_loss_disc_real_2: 0.23122625797986984 (+0.0036372803151607513) | > avg_loss_disc_real_3: 0.23573347181081772 (+0.005764994770288467) | > avg_loss_disc_real_4: 0.22516117617487907 (-0.06238275393843651) | > avg_loss_disc_real_5: 0.2000957541167736 (-0.028141438961029053) | > avg_loss_0: 2.2050641775131226 (-0.05678814649581909) | > avg_loss_gen: 2.864229142665863 (-0.007707178592681885) | > avg_loss_kl: 2.000457614660263 (+0.03599679470062256) | > avg_loss_feat: 8.725881099700928 (+0.5891185998916626) | > avg_loss_mel: 14.851808786392212 (+0.9175019264221191) | > avg_loss_duration: 1.810650885105133 (+0.010091722011566162) | > avg_loss_1: 30.25302743911743 (+1.54500150680542)  > EPOCH: 254/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 10:17:10)   --> TIME: 2025-05-10 10:17:44 -- STEP: 37/725 -- GLOBAL_STEP: 230050 | > loss_disc: 2.334756374359131 (2.23065050228222) | > loss_disc_real_0: 0.14019332826137543 (0.14158956505156853) | > loss_disc_real_1: 0.180898979306221 (0.1912509943987872) | > loss_disc_real_2: 0.19207438826560974 (0.18967761864533295) | > loss_disc_real_3: 0.1964775174856186 (0.20549738890415914) | > loss_disc_real_4: 0.19940514862537384 (0.19789270855285027) | > loss_disc_real_5: 0.1852441132068634 (0.21067505511077675) | > loss_0: 2.334756374359131 (2.23065050228222) | > grad_norm_0: tensor(24.4252, device='cuda:0') (tensor(20.1497, device='cuda:0')) | > loss_gen: 2.6251261234283447 (2.71274073703869) | > loss_kl: 1.6207337379455566 (1.729518384546847) | > loss_feat: 7.856863975524902 (8.110285746084674) | > loss_mel: 12.407974243164062 (13.152511725554595) | > loss_duration: 1.679192066192627 (1.6769916141355359) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.189889907836914 (27.382048323347757) | > grad_norm_1: tensor(467.9698, device='cuda:0') (tensor(400.0806, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8562 (0.8550242282248832) | > loader_time: 0.011 (0.009912929019412478)  --> TIME: 2025-05-10 10:18:27 -- STEP: 87/725 -- GLOBAL_STEP: 230100 | > loss_disc: 2.2300612926483154 (2.2086593912935806) | > loss_disc_real_0: 0.15473799407482147 (0.13843557110120513) | > loss_disc_real_1: 0.18992656469345093 (0.19145910972836377) | > loss_disc_real_2: 0.21274442970752716 (0.1871149738629659) | > loss_disc_real_3: 0.18646091222763062 (0.20544047961974965) | > loss_disc_real_4: 0.21317008137702942 (0.19729357940712194) | > loss_disc_real_5: 0.21776455640792847 (0.20810309138106203) | > loss_0: 2.2300612926483154 (2.2086593912935806) | > grad_norm_0: tensor(17.7216, device='cuda:0') (tensor(22.3818, device='cuda:0')) | > loss_gen: 2.757812738418579 (2.7545901550643745) | > loss_kl: 1.7934260368347168 (1.7276737566651965) | > loss_feat: 7.792353630065918 (8.309457625465834) | > loss_mel: 12.800580024719238 (13.316444945061344) | > loss_duration: 1.659487247467041 (1.6802996068165217) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.803659439086914 (27.788466069890166) | > grad_norm_1: tensor(544.7657, device='cuda:0') (tensor(456.7202, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8308 (0.8517211990794916) | > loader_time: 0.0093 (0.009804270733361955)  --> TIME: 2025-05-10 10:19:11 -- STEP: 137/725 -- GLOBAL_STEP: 230150 | > loss_disc: 2.1781458854675293 (2.2056752173569953) | > loss_disc_real_0: 0.11471863836050034 (0.14051960952525597) | > loss_disc_real_1: 0.16587069630622864 (0.19053932806871232) | > loss_disc_real_2: 0.16872771084308624 (0.18681183250716132) | > loss_disc_real_3: 0.2185894250869751 (0.20529848456817823) | > loss_disc_real_4: 0.2276974767446518 (0.19703250231534025) | > loss_disc_real_5: 0.19304467737674713 (0.2062894222292587) | > loss_0: 2.1781458854675293 (2.2056752173569953) | > grad_norm_0: tensor(25.8591, device='cuda:0') (tensor(23.8623, device='cuda:0')) | > loss_gen: 2.788141965866089 (2.767871501672007) | > loss_kl: 1.782741665840149 (1.7350214258597714) | > loss_feat: 9.429961204528809 (8.359760764741553) | > loss_mel: 12.514049530029297 (13.373215981643565) | > loss_duration: 1.6663373708724976 (1.6800202722967106) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.181232452392578 (27.915889934901774) | > grad_norm_1: tensor(582.5535, device='cuda:0') (tensor(472.1465, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.817 (0.850978496300913) | > loader_time: 0.0088 (0.009790834719247191)  --> TIME: 2025-05-10 10:19:54 -- STEP: 187/725 -- GLOBAL_STEP: 230200 | > loss_disc: 2.1694493293762207 (2.208509158323155) | > loss_disc_real_0: 0.1899169683456421 (0.14050254138077004) | > loss_disc_real_1: 0.18177643418312073 (0.1906234767028993) | > loss_disc_real_2: 0.21585263311862946 (0.18761213825029485) | > loss_disc_real_3: 0.17901839315891266 (0.2054922906632092) | > loss_disc_real_4: 0.1656937450170517 (0.1970037445824414) | > loss_disc_real_5: 0.19957175850868225 (0.20678204656603502) | > loss_0: 2.1694493293762207 (2.208509158323155) | > grad_norm_0: tensor(27.9419, device='cuda:0') (tensor(23.0888, device='cuda:0')) | > loss_gen: 2.7644617557525635 (2.756050344456964) | > loss_kl: 1.9211045503616333 (1.733470537445762) | > loss_feat: 8.322362899780273 (8.292224251650238) | > loss_mel: 12.940049171447754 (13.26547315158946) | > loss_duration: 1.7060160636901855 (1.6817255912617564) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.653995513916016 (27.728943840067654) | > grad_norm_1: tensor(601.5750, device='cuda:0') (tensor(467.3611, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.851 (0.8499976530432061) | > loader_time: 0.01 (0.009809621515121058)  --> TIME: 2025-05-10 10:20:37 -- STEP: 237/725 -- GLOBAL_STEP: 230250 | > loss_disc: 2.0410690307617188 (2.211415659023236) | > loss_disc_real_0: 0.0914854109287262 (0.14050142875703567) | > loss_disc_real_1: 0.17758332192897797 (0.19082294329057772) | > loss_disc_real_2: 0.15820488333702087 (0.18798139383269766) | > loss_disc_real_3: 0.1673242449760437 (0.20501728519357207) | > loss_disc_real_4: 0.17294099926948547 (0.19664906933589324) | > loss_disc_real_5: 0.17889948189258575 (0.20739678919063842) | > loss_0: 2.0410690307617188 (2.211415659023236) | > grad_norm_0: tensor(15.8273, device='cuda:0') (tensor(22.3628, device='cuda:0')) | > loss_gen: 3.185758352279663 (2.7505757164854545) | > loss_kl: 1.9645458459854126 (1.7335083700936555) | > loss_feat: 9.914615631103516 (8.26514089761405) | > loss_mel: 15.554814338684082 (13.210111123097095) | > loss_duration: 1.6665449142456055 (1.6815516888340816) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.286277770996094 (27.64088777147768) | > grad_norm_1: tensor(600.1642, device='cuda:0') (tensor(458.8265, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8159 (0.8518307540990127) | > loader_time: 0.0116 (0.009809150977476743)  --> TIME: 2025-05-10 10:21:20 -- STEP: 287/725 -- GLOBAL_STEP: 230300 | > loss_disc: 2.339174270629883 (2.2141427752863647) | > loss_disc_real_0: 0.1618039906024933 (0.1411648984310518) | > loss_disc_real_1: 0.2185966819524765 (0.19114527921435728) | > loss_disc_real_2: 0.1849268227815628 (0.18876467255765136) | > loss_disc_real_3: 0.23297488689422607 (0.2054866197736421) | > loss_disc_real_4: 0.21221768856048584 (0.1966299545474169) | > loss_disc_real_5: 0.20301105082035065 (0.20721266265530203) | > loss_0: 2.339174270629883 (2.2141427752863647) | > grad_norm_0: tensor(38.6463, device='cuda:0') (tensor(23.4251, device='cuda:0')) | > loss_gen: 2.5444748401641846 (2.754564489637102) | > loss_kl: 1.586452841758728 (1.7296163591358307) | > loss_feat: 7.813014030456543 (8.258969863532734) | > loss_mel: 12.596010208129883 (13.228768092830007) | > loss_duration: 1.6805644035339355 (1.6813405345125894) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.220516204833984 (27.653259277343754) | > grad_norm_1: tensor(623.0782, device='cuda:0') (tensor(465.3706, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.796 (0.8499771518574357) | > loader_time: 0.0096 (0.009837939764149099)  --> TIME: 2025-05-10 10:22:03 -- STEP: 337/725 -- GLOBAL_STEP: 230350 | > loss_disc: 2.1068179607391357 (2.211670635008316) | > loss_disc_real_0: 0.10729409754276276 (0.14118159955881454) | > loss_disc_real_1: 0.19574733078479767 (0.1913824543489546) | > loss_disc_real_2: 0.16814692318439484 (0.1883232532958956) | > loss_disc_real_3: 0.217312291264534 (0.20513942373435645) | > loss_disc_real_4: 0.18783408403396606 (0.19622396012265197) | > loss_disc_real_5: 0.21006901562213898 (0.20628632065627275) | > loss_0: 2.1068179607391357 (2.211670635008316) | > grad_norm_0: tensor(25.6203, device='cuda:0') (tensor(23.7652, device='cuda:0')) | > loss_gen: 2.8617515563964844 (2.757685072697942) | > loss_kl: 1.662732720375061 (1.7294656147942702) | > loss_feat: 8.923910140991211 (8.262416501427262) | > loss_mel: 13.851581573486328 (13.210950310930656) | > loss_duration: 1.669588565826416 (1.6806157604523158) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.96956443786621 (27.64113320936435) | > grad_norm_1: tensor(206.8458, device='cuda:0') (tensor(466.0453, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8735 (0.8488048566201317) | > loader_time: 0.0104 (0.009857768474771296)  --> TIME: 2025-05-10 10:22:46 -- STEP: 387/725 -- GLOBAL_STEP: 230400 | > loss_disc: 2.209200859069824 (2.2110539456054537) | > loss_disc_real_0: 0.16442883014678955 (0.1412514430261396) | > loss_disc_real_1: 0.20065180957317352 (0.1911773466786672) | > loss_disc_real_2: 0.1752927452325821 (0.188187731097835) | > loss_disc_real_3: 0.17149798572063446 (0.2051005771609856) | > loss_disc_real_4: 0.1508995145559311 (0.19609222632353943) | > loss_disc_real_5: 0.19945213198661804 (0.2064982451286735) | > loss_0: 2.209200859069824 (2.2110539456054537) | > grad_norm_0: tensor(29.3718, device='cuda:0') (tensor(23.7094, device='cuda:0')) | > loss_gen: 2.597898244857788 (2.7555950439561534) | > loss_kl: 1.7040717601776123 (1.73320384512268) | > loss_feat: 7.119524955749512 (8.255263595926051) | > loss_mel: 11.447546005249023 (13.20569819812627) | > loss_duration: 1.768922209739685 (1.680414739505265) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.637964248657227 (27.63017542540873) | > grad_norm_1: tensor(593.0240, device='cuda:0') (tensor(468.1531, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8727 (0.8483293031845287) | > loader_time: 0.0096 (0.009824062810695762)  --> TIME: 2025-05-10 10:23:29 -- STEP: 437/725 -- GLOBAL_STEP: 230450 | > loss_disc: 2.039724826812744 (2.208926009913603) | > loss_disc_real_0: 0.13470061123371124 (0.14072859169621207) | > loss_disc_real_1: 0.16150373220443726 (0.191171136171103) | > loss_disc_real_2: 0.14739319682121277 (0.18815512218655384) | > loss_disc_real_3: 0.1787487268447876 (0.20487356393915565) | > loss_disc_real_4: 0.1889515370130539 (0.19620678746045603) | > loss_disc_real_5: 0.19771288335323334 (0.2063446752812279) | > loss_0: 2.039724826812744 (2.208926009913603) | > grad_norm_0: tensor(36.4810, device='cuda:0') (tensor(23.4716, device='cuda:0')) | > loss_gen: 2.949601173400879 (2.757404748580547) | > loss_kl: 1.7359169721603394 (1.7347890629648346) | > loss_feat: 9.546366691589355 (8.277245070896104) | > loss_mel: 15.054868698120117 (13.217759712882666) | > loss_duration: 1.6589815616607666 (1.6802958784714443) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.945735931396484 (27.667494514168535) | > grad_norm_1: tensor(686.5735, device='cuda:0') (tensor(469.6402, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8787 (0.8482469841326399) | > loader_time: 0.0099 (0.009824549851755805)  --> TIME: 2025-05-10 10:24:12 -- STEP: 487/725 -- GLOBAL_STEP: 230500 | > loss_disc: 2.1174161434173584 (2.210106661187549) | > loss_disc_real_0: 0.09306316822767258 (0.1406403991261791) | > loss_disc_real_1: 0.17928548157215118 (0.19127788142257152) | > loss_disc_real_2: 0.19737499952316284 (0.18838686090597626) | > loss_disc_real_3: 0.148448646068573 (0.20497105501638055) | > loss_disc_real_4: 0.17869743704795837 (0.1962866545396665) | > loss_disc_real_5: 0.1991564780473709 (0.20638735570946762) | > loss_0: 2.1174161434173584 (2.210106661187549) | > grad_norm_0: tensor(12.6234, device='cuda:0') (tensor(23.5943, device='cuda:0')) | > loss_gen: 2.808980941772461 (2.7545983928429747) | > loss_kl: 1.5695583820343018 (1.7331562113223382) | > loss_feat: 9.066631317138672 (8.256879333597928) | > loss_mel: 14.588655471801758 (13.194809678643638) | > loss_duration: 1.675384521484375 (1.6807780052846952) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.709211349487305 (27.620221645190732) | > grad_norm_1: tensor(361.4686, device='cuda:0') (tensor(476.4210, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8048 (0.8481577142797699) | > loader_time: 0.0099 (0.009863336962596106)  --> TIME: 2025-05-10 10:24:55 -- STEP: 537/725 -- GLOBAL_STEP: 230550 | > loss_disc: 2.394217014312744 (2.2121303822963143) | > loss_disc_real_0: 0.1873919516801834 (0.14104225891650937) | > loss_disc_real_1: 0.20563463866710663 (0.19140956563323563) | > loss_disc_real_2: 0.19571763277053833 (0.18877650467155146) | > loss_disc_real_3: 0.19977210462093353 (0.20514166757492158) | > loss_disc_real_4: 0.20695090293884277 (0.19654495392542773) | > loss_disc_real_5: 0.21593503654003143 (0.2063111204452799) | > loss_0: 2.394217014312744 (2.2121303822963143) | > grad_norm_0: tensor(20.0123, device='cuda:0') (tensor(23.6702, device='cuda:0')) | > loss_gen: 2.5580577850341797 (2.7522990090886963) | > loss_kl: 1.759321928024292 (1.7367167297466284) | > loss_feat: 6.693379878997803 (8.238347703518148) | > loss_mel: 11.547853469848633 (13.17410468167211) | > loss_duration: 1.7154403924942017 (1.6813570858157991) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.2740535736084 (27.582825239810198) | > grad_norm_1: tensor(208.8653, device='cuda:0') (tensor(475.8111, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8553 (0.8479823666577897) | > loader_time: 0.0097 (0.00986480135713432)  --> TIME: 2025-05-10 10:25:38 -- STEP: 587/725 -- GLOBAL_STEP: 230600 | > loss_disc: 2.2847073078155518 (2.2126737924410076) | > loss_disc_real_0: 0.08542897552251816 (0.1408448111284937) | > loss_disc_real_1: 0.2044379711151123 (0.19138948781831505) | > loss_disc_real_2: 0.17756018042564392 (0.18880269005006178) | > loss_disc_real_3: 0.22819091379642487 (0.20514551708807938) | > loss_disc_real_4: 0.1806817203760147 (0.19654683875367446) | > loss_disc_real_5: 0.18914616107940674 (0.20681260645491106) | > loss_0: 2.2847073078155518 (2.2126737924410076) | > grad_norm_0: tensor(31.2297, device='cuda:0') (tensor(23.8057, device='cuda:0')) | > loss_gen: 2.7763304710388184 (2.7524418891796256) | > loss_kl: 1.7450411319732666 (1.73903379732746) | > loss_feat: 7.922366619110107 (8.245158331966888) | > loss_mel: 13.076183319091797 (13.17156805659071) | > loss_duration: 1.6555626392364502 (1.6809857817687206) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.175485610961914 (27.58918786901835) | > grad_norm_1: tensor(652.8506, device='cuda:0') (tensor(476.5119, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8404 (0.8475316411591874) | > loader_time: 0.0095 (0.009860894545988898)  --> TIME: 2025-05-10 10:26:21 -- STEP: 637/725 -- GLOBAL_STEP: 230650 | > loss_disc: 2.1605734825134277 (2.2125065936772743) | > loss_disc_real_0: 0.19115975499153137 (0.14093077380438235) | > loss_disc_real_1: 0.16865259408950806 (0.19143054471753276) | > loss_disc_real_2: 0.15869168937206268 (0.1886594866751875) | > loss_disc_real_3: 0.180629163980484 (0.20501777333217658) | > loss_disc_real_4: 0.16668780148029327 (0.1965640651842865) | > loss_disc_real_5: 0.1947682797908783 (0.20675433035267402) | > loss_0: 2.1605734825134277 (2.2125065936772743) | > grad_norm_0: tensor(43.5272, device='cuda:0') (tensor(23.7557, device='cuda:0')) | > loss_gen: 2.845559597015381 (2.7518136265513675) | > loss_kl: 1.7589426040649414 (1.7401821081829214) | > loss_feat: 8.007329940795898 (8.245928280769002) | > loss_mel: 12.673977851867676 (13.190436468019591) | > loss_duration: 1.6530611515045166 (1.6808949304712437) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.938871383666992 (27.609255441878243) | > grad_norm_1: tensor(624.9886, device='cuda:0') (tensor(475.0623, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8385 (0.84690699884244) | > loader_time: 0.0091 (0.009856981984113042)  --> TIME: 2025-05-10 10:27:03 -- STEP: 687/725 -- GLOBAL_STEP: 230700 | > loss_disc: 2.1016733646392822 (2.214263091267801) | > loss_disc_real_0: 0.19690127670764923 (0.1411834992739483) | > loss_disc_real_1: 0.19135594367980957 (0.19158300967803008) | > loss_disc_real_2: 0.17199744284152985 (0.18889487193140922) | > loss_disc_real_3: 0.2364092469215393 (0.20514748198843763) | > loss_disc_real_4: 0.15634091198444366 (0.19665400111258827) | > loss_disc_real_5: 0.16895797848701477 (0.20673216180943688) | > loss_0: 2.1016733646392822 (2.214263091267801) | > grad_norm_0: tensor(32.9447, device='cuda:0') (tensor(23.8710, device='cuda:0')) | > loss_gen: 3.0481958389282227 (2.750580510024246) | > loss_kl: 1.6690542697906494 (1.7383739547437969) | > loss_feat: 9.874128341674805 (8.232290139538405) | > loss_mel: 15.305124282836914 (13.169285974127757) | > loss_duration: 1.6892149448394775 (1.6806980947566692) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.585718154907227 (27.571228699219105) | > grad_norm_1: tensor(555.2776, device='cuda:0') (tensor(479.0777, device='cuda:0')) | > current_lr_0: 0.00019374936329479546 | > current_lr_1: 0.00019374936329479546 | > step_time: 0.8614 (0.8461711819689) | > loader_time: 0.0101 (0.009861722610229318)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2664361000061035 (2.2664361000061035) | > loss_disc_real_0: 0.1984623819589615 (0.1984623819589615) | > loss_disc_real_1: 0.2060699462890625 (0.2060699462890625) | > loss_disc_real_2: 0.19304725527763367 (0.19304725527763367) | > loss_disc_real_3: 0.21510915458202362 (0.21510915458202362) | > loss_disc_real_4: 0.2336636483669281 (0.2336636483669281) | > loss_disc_real_5: 0.19686603546142578 (0.19686603546142578) | > loss_0: 2.2664361000061035 (2.2664361000061035) | > loss_gen: 2.8178861141204834 (2.8178861141204834) | > loss_kl: 1.8995006084442139 (1.8995006084442139) | > loss_feat: 8.192728996276855 (8.192728996276855) | > loss_mel: 13.874659538269043 (13.874659538269043) | > loss_duration: 1.6775480508804321 (1.6775480508804321) | > loss_1: 28.462322235107422 (28.462322235107422)  --> STEP: 1 | > loss_disc: 2.359586000442505 (2.359586000442505) | > loss_disc_real_0: 0.18412350118160248 (0.18412350118160248) | > loss_disc_real_1: 0.1888011395931244 (0.1888011395931244) | > loss_disc_real_2: 0.21374985575675964 (0.21374985575675964) | > loss_disc_real_3: 0.2324138581752777 (0.2324138581752777) | > loss_disc_real_4: 0.23659801483154297 (0.23659801483154297) | > loss_disc_real_5: 0.21107637882232666 (0.21107637882232666) | > loss_0: 2.359586000442505 (2.359586000442505) | > loss_gen: 2.7378499507904053 (2.7378499507904053) | > loss_kl: 2.0908427238464355 (2.0908427238464355) | > loss_feat: 7.565157413482666 (7.565157413482666) | > loss_mel: 12.905115127563477 (12.905115127563477) | > loss_duration: 1.814145565032959 (1.814145565032959) | > loss_1: 27.11311149597168 (27.11311149597168)  --> STEP: 2 | > loss_disc: 2.2627112865448 (2.3111486434936523) | > loss_disc_real_0: 0.17761662602424622 (0.18087006360292435) | > loss_disc_real_1: 0.18769162893295288 (0.18824638426303864) | > loss_disc_real_2: 0.20862272381782532 (0.21118628978729248) | > loss_disc_real_3: 0.2132677584886551 (0.2228408083319664) | > loss_disc_real_4: 0.23853693902492523 (0.2375674769282341) | > loss_disc_real_5: 0.23063036799430847 (0.22085337340831757) | > loss_0: 2.2627112865448 (2.3111486434936523) | > loss_gen: 2.819782018661499 (2.778815984725952) | > loss_kl: 1.964553952217102 (2.027698338031769) | > loss_feat: 7.92678165435791 (7.745969533920288) | > loss_mel: 13.57846736907959 (13.241791248321533) | > loss_duration: 1.8581602573394775 (1.8361529111862183) | > loss_1: 28.14774513244629 (27.630428314208984)  --> STEP: 3 | > loss_disc: 2.271735191345215 (2.29801082611084) | > loss_disc_real_0: 0.1660073697566986 (0.1759158323208491) | > loss_disc_real_1: 0.20700016617774963 (0.19449764490127563) | > loss_disc_real_2: 0.1926054209470749 (0.20499266684055328) | > loss_disc_real_3: 0.21927912533283234 (0.22165358066558838) | > loss_disc_real_4: 0.2206210196018219 (0.23191865781943002) | > loss_disc_real_5: 0.2080489844083786 (0.21658524374167124) | > loss_0: 2.271735191345215 (2.29801082611084) | > loss_gen: 2.8002567291259766 (2.7859628995259604) | > loss_kl: 1.9876713752746582 (2.014356017112732) | > loss_feat: 8.954061508178711 (8.148666858673096) | > loss_mel: 14.0770902633667 (13.520224253336588) | > loss_duration: 1.819156289100647 (1.8304873704910278) | > loss_1: 29.638235092163086 (28.299697240193684)  --> STEP: 4 | > loss_disc: 2.3645219802856445 (2.314638614654541) | > loss_disc_real_0: 0.2566477954387665 (0.19609882310032845) | > loss_disc_real_1: 0.22976462543010712 (0.2033143900334835) | > loss_disc_real_2: 0.21179157495498657 (0.2066923938691616) | > loss_disc_real_3: 0.24295209348201752 (0.22697820886969566) | > loss_disc_real_4: 0.24489019811153412 (0.23516154289245605) | > loss_disc_real_5: 0.23248039186000824 (0.2205590307712555) | > loss_0: 2.3645219802856445 (2.314638614654541) | > loss_gen: 3.018801212310791 (2.844172477722168) | > loss_kl: 2.1380741596221924 (2.045285552740097) | > loss_feat: 7.907984256744385 (8.088496208190918) | > loss_mel: 14.619633674621582 (13.795076608657837) | > loss_duration: 1.7578098773956299 (1.8123179972171783) | > loss_1: 29.442302703857422 (28.58534860610962) --> EVAL PERFORMANCE | > avg_loader_time: 0.2787880301475525 (+0.000622868537902832) | > avg_loss_disc: 2.314638614654541 (+0.10957443714141846) | > avg_loss_disc_real_0: 0.19609882310032845 (+0.07685455307364464) | > avg_loss_disc_real_1: 0.2033143900334835 (+0.003025040030479431) | > avg_loss_disc_real_2: 0.2066923938691616 (-0.024533864110708237) | > avg_loss_disc_real_3: 0.22697820886969566 (-0.008755262941122055) | > avg_loss_disc_real_4: 0.23516154289245605 (+0.01000036671757698) | > avg_loss_disc_real_5: 0.2205590307712555 (+0.020463276654481888) | > avg_loss_0: 2.314638614654541 (+0.10957443714141846) | > avg_loss_gen: 2.844172477722168 (-0.02005666494369507) | > avg_loss_kl: 2.045285552740097 (+0.044827938079833984) | > avg_loss_feat: 8.088496208190918 (-0.6373848915100098) | > avg_loss_mel: 13.795076608657837 (-1.056732177734375) | > avg_loss_duration: 1.8123179972171783 (+0.001667112112045288) | > avg_loss_1: 28.58534860610962 (-1.6676788330078125)  > EPOCH: 255/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 10:27:42)   --> TIME: 2025-05-10 10:27:55 -- STEP: 12/725 -- GLOBAL_STEP: 230750 | > loss_disc: 2.2862277030944824 (2.2212655544281) | > loss_disc_real_0: 0.1463295966386795 (0.14340053560833135) | > loss_disc_real_1: 0.20721398293972015 (0.19454591224590936) | > loss_disc_real_2: 0.21185456216335297 (0.18398472170035043) | > loss_disc_real_3: 0.20858757197856903 (0.2036057971417904) | > loss_disc_real_4: 0.2337295114994049 (0.19530726596713066) | > loss_disc_real_5: 0.20412787795066833 (0.2070185306171576) | > loss_0: 2.2862277030944824 (2.2212655544281) | > grad_norm_0: tensor(14.8600, device='cuda:0') (tensor(13.2443, device='cuda:0')) | > loss_gen: 2.5204906463623047 (2.7156371672948203) | > loss_kl: 1.766399621963501 (1.7575145562489827) | > loss_feat: 6.97123908996582 (8.225577513376873) | > loss_mel: 12.22192096710205 (13.58713173866272) | > loss_duration: 1.7156336307525635 (1.6796466608842213) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.1956844329834 (27.96550750732422) | > grad_norm_1: tensor(358.7216, device='cuda:0') (tensor(211.2806, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8309 (0.8387820720672607) | > loader_time: 0.0086 (0.009498655796051025)  --> TIME: 2025-05-10 10:28:38 -- STEP: 62/725 -- GLOBAL_STEP: 230800 | > loss_disc: 2.203871726989746 (2.2097704410552974) | > loss_disc_real_0: 0.20667453110218048 (0.13842038870338472) | > loss_disc_real_1: 0.20207390189170837 (0.1953976692691926) | > loss_disc_real_2: 0.19468796253204346 (0.18887025069805882) | > loss_disc_real_3: 0.19102661311626434 (0.20487490584773402) | > loss_disc_real_4: 0.15450063347816467 (0.1953650549534828) | > loss_disc_real_5: 0.1961592733860016 (0.2058050716596265) | > loss_0: 2.203871726989746 (2.2097704410552974) | > grad_norm_0: tensor(29.5652, device='cuda:0') (tensor(20.0104, device='cuda:0')) | > loss_gen: 2.707148790359497 (2.7535751635028465) | > loss_kl: 1.5061241388320923 (1.752841636057823) | > loss_feat: 8.303468704223633 (8.305351018905641) | > loss_mel: 13.89991283416748 (13.406077154221073) | > loss_duration: 1.70444655418396 (1.6741342179236873) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.121103286743164 (27.89197915600192) | > grad_norm_1: tensor(518.9604, device='cuda:0') (tensor(413.4567, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8509 (0.8527095971568939) | > loader_time: 0.0101 (0.010028627610975695)  --> TIME: 2025-05-10 10:29:22 -- STEP: 112/725 -- GLOBAL_STEP: 230850 | > loss_disc: 2.183439254760742 (2.2077128674302777) | > loss_disc_real_0: 0.12687887251377106 (0.13828423087086003) | > loss_disc_real_1: 0.20755741000175476 (0.1930831472522446) | > loss_disc_real_2: 0.17815141379833221 (0.18792353078190768) | > loss_disc_real_3: 0.21119481325149536 (0.2051913794130087) | > loss_disc_real_4: 0.216313436627388 (0.1957783585946474) | > loss_disc_real_5: 0.234890878200531 (0.2066439718806318) | > loss_0: 2.183439254760742 (2.2077128674302777) | > grad_norm_0: tensor(25.9168, device='cuda:0') (tensor(22.3359, device='cuda:0')) | > loss_gen: 2.7970409393310547 (2.763329009924616) | > loss_kl: 1.4892711639404297 (1.7458864035350936) | > loss_feat: 8.597965240478516 (8.314580104180747) | > loss_mel: 13.322052001953125 (13.351105621882848) | > loss_duration: 1.6884876489639282 (1.6787787516202246) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.894817352294922 (27.8536799124309) | > grad_norm_1: tensor(461.3261, device='cuda:0') (tensor(458.5752, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8322 (0.8528020828962326) | > loader_time: 0.0096 (0.009895663176264084)  --> TIME: 2025-05-10 10:30:05 -- STEP: 162/725 -- GLOBAL_STEP: 230900 | > loss_disc: 2.2960450649261475 (2.2106353073944276) | > loss_disc_real_0: 0.1515190750360489 (0.14025029282511026) | > loss_disc_real_1: 0.2064882218837738 (0.19190215282602074) | > loss_disc_real_2: 0.19994617998600006 (0.1881689729146016) | > loss_disc_real_3: 0.1873074471950531 (0.2048690422081653) | > loss_disc_real_4: 0.16712206602096558 (0.1963703702261418) | > loss_disc_real_5: 0.2132723182439804 (0.20650862690843183) | > loss_0: 2.2960450649261475 (2.2106353073944276) | > grad_norm_0: tensor(17.3236, device='cuda:0') (tensor(22.2804, device='cuda:0')) | > loss_gen: 2.656397581100464 (2.754437829241339) | > loss_kl: 1.7523318529129028 (1.7323296577842147) | > loss_feat: 7.494048118591309 (8.262324174245196) | > loss_mel: 12.394060134887695 (13.266178825755178) | > loss_duration: 1.6343296766281128 (1.6794473219800878) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.93116569519043 (27.694717819308057) | > grad_norm_1: tensor(284.1899, device='cuda:0') (tensor(466.5077, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8321 (0.8513893742620209) | > loader_time: 0.0097 (0.009915066354068709)  --> TIME: 2025-05-10 10:30:48 -- STEP: 212/725 -- GLOBAL_STEP: 230950 | > loss_disc: 2.168727397918701 (2.2110500892378258) | > loss_disc_real_0: 0.16280022263526917 (0.14019642183381434) | > loss_disc_real_1: 0.1673089563846588 (0.1919856275308807) | > loss_disc_real_2: 0.1792657971382141 (0.1886621701689262) | > loss_disc_real_3: 0.1903068721294403 (0.2044420713242495) | > loss_disc_real_4: 0.23295867443084717 (0.19681795862204618) | > loss_disc_real_5: 0.2140612006187439 (0.20579443049599538) | > loss_0: 2.168727397918701 (2.2110500892378258) | > grad_norm_0: tensor(17.3684, device='cuda:0') (tensor(23.3441, device='cuda:0')) | > loss_gen: 2.9481916427612305 (2.757143059991439) | > loss_kl: 1.694735050201416 (1.729345881151703) | > loss_feat: 8.836554527282715 (8.260542572669262) | > loss_mel: 13.894129753112793 (13.251066176396495) | > loss_duration: 1.6814507246017456 (1.6793393172183126) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.05506134033203 (27.677436963567192) | > grad_norm_1: tensor(196.8495, device='cuda:0') (tensor(482.0013, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8493 (0.8526078878708605) | > loader_time: 0.0105 (0.009934145324635052)  --> TIME: 2025-05-10 10:31:32 -- STEP: 262/725 -- GLOBAL_STEP: 231000 | > loss_disc: 2.257558822631836 (2.21158044074328) | > loss_disc_real_0: 0.15952640771865845 (0.1401921990434177) | > loss_disc_real_1: 0.1868402510881424 (0.19180740933609372) | > loss_disc_real_2: 0.18331807851791382 (0.18806013510427408) | > loss_disc_real_3: 0.1959996223449707 (0.20479591918810633) | > loss_disc_real_4: 0.1966640204191208 (0.19731887429952616) | > loss_disc_real_5: 0.23646050691604614 (0.20632549983854512) | > loss_0: 2.257558822631836 (2.21158044074328) | > grad_norm_0: tensor(13.8313, device='cuda:0') (tensor(23.3918, device='cuda:0')) | > loss_gen: 2.729435920715332 (2.7551921815362586) | > loss_kl: 1.7818700075149536 (1.733149616772892) | > loss_feat: 7.841897964477539 (8.256262397038116) | > loss_mel: 12.850680351257324 (13.251739552912822) | > loss_duration: 1.6774052381515503 (1.6801425887428167) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.881288528442383 (27.67648625555839) | > grad_norm_1: tensor(89.7173, device='cuda:0') (tensor(480.2491, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8822 (0.8519121190063826) | > loader_time: 0.0099 (0.009900946653526244) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_231000.pth  --> TIME: 2025-05-10 10:32:17 -- STEP: 312/725 -- GLOBAL_STEP: 231050 | > loss_disc: 2.2447731494903564 (2.2155156857692293) | > loss_disc_real_0: 0.12684796750545502 (0.14061262007229608) | > loss_disc_real_1: 0.2230616807937622 (0.19198055293124455) | > loss_disc_real_2: 0.19704855978488922 (0.18888876085671094) | > loss_disc_real_3: 0.23339469730854034 (0.20500947644886303) | > loss_disc_real_4: 0.1866174191236496 (0.1976051343461641) | > loss_disc_real_5: 0.2174033522605896 (0.2068001863379508) | > loss_0: 2.2447731494903564 (2.2155156857692293) | > grad_norm_0: tensor(21.7136, device='cuda:0') (tensor(23.2530, device='cuda:0')) | > loss_gen: 2.734161138534546 (2.750786377833439) | > loss_kl: 1.6545687913894653 (1.7304680599616125) | > loss_feat: 7.8907036781311035 (8.224654254240868) | > loss_mel: 13.071195602416992 (13.224869602765795) | > loss_duration: 1.653468132019043 (1.6797592941767134) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.00409698486328 (27.610537516765106) | > grad_norm_1: tensor(564.2322, device='cuda:0') (tensor(480.9753, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8539 (0.8526487182348202) | > loader_time: 0.0095 (0.009864465548441951)  --> TIME: 2025-05-10 10:33:01 -- STEP: 362/725 -- GLOBAL_STEP: 231100 | > loss_disc: 2.1247711181640625 (2.214401007027917) | > loss_disc_real_0: 0.11218968778848648 (0.14068595521687144) | > loss_disc_real_1: 0.19295093417167664 (0.19196305860307336) | > loss_disc_real_2: 0.18776491284370422 (0.18870737523005163) | > loss_disc_real_3: 0.18866680562496185 (0.20469762631872085) | > loss_disc_real_4: 0.16272063553333282 (0.19732388594697187) | > loss_disc_real_5: 0.22236408293247223 (0.2063425303905049) | > loss_0: 2.1247711181640625 (2.214401007027917) | > grad_norm_0: tensor(27.5371, device='cuda:0') (tensor(23.2855, device='cuda:0')) | > loss_gen: 2.8921661376953125 (2.7513170400377134) | > loss_kl: 1.885338544845581 (1.7264427526221091) | > loss_feat: 9.408529281616211 (8.215531300444626) | > loss_mel: 14.489068984985352 (13.200535956008661) | > loss_duration: 1.6304116249084473 (1.6788194548359237) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.305513381958008 (27.572646441380623) | > grad_norm_1: tensor(629.5217, device='cuda:0') (tensor(481.1901, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8375 (0.8527521896098859) | > loader_time: 0.0102 (0.009860927887384394)  --> TIME: 2025-05-10 10:33:44 -- STEP: 412/725 -- GLOBAL_STEP: 231150 | > loss_disc: 2.122269630432129 (2.214794552152598) | > loss_disc_real_0: 0.11703332513570786 (0.14058889508319708) | > loss_disc_real_1: 0.20578956604003906 (0.19222895247698987) | > loss_disc_real_2: 0.18922476470470428 (0.18875183595471018) | > loss_disc_real_3: 0.21750982105731964 (0.20469230344717945) | > loss_disc_real_4: 0.23350313305854797 (0.19730256848688257) | > loss_disc_real_5: 0.14809931814670563 (0.20650373634348787) | > loss_0: 2.122269630432129 (2.214794552152598) | > grad_norm_0: tensor(40.5710, device='cuda:0') (tensor(23.4061, device='cuda:0')) | > loss_gen: 2.8505592346191406 (2.7535401519062446) | > loss_kl: 1.71877920627594 (1.7280183003365415) | > loss_feat: 9.54452896118164 (8.216278454632434) | > loss_mel: 14.468812942504883 (13.20357177095506) | > loss_duration: 1.6841779947280884 (1.67924388953783) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.266857147216797 (27.580652514707694) | > grad_norm_1: tensor(705.7028, device='cuda:0') (tensor(485.1817, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8643 (0.8525108515637593) | > loader_time: 0.0097 (0.009850326093655175)  --> TIME: 2025-05-10 10:34:27 -- STEP: 462/725 -- GLOBAL_STEP: 231200 | > loss_disc: 2.271804094314575 (2.2165911391183926) | > loss_disc_real_0: 0.2155131697654724 (0.14155667646106707) | > loss_disc_real_1: 0.23350496590137482 (0.19219071389018716) | > loss_disc_real_2: 0.21896953880786896 (0.18928323937700947) | > loss_disc_real_3: 0.20915302634239197 (0.20501748933678585) | > loss_disc_real_4: 0.20288453996181488 (0.19712372746689488) | > loss_disc_real_5: 0.20124195516109467 (0.20623904860122888) | > loss_0: 2.271804094314575 (2.2165911391183926) | > grad_norm_0: tensor(34.1302, device='cuda:0') (tensor(23.8912, device='cuda:0')) | > loss_gen: 2.615304470062256 (2.7561363673313353) | > loss_kl: 1.653059959411621 (1.7246468978010732) | > loss_feat: 7.185147762298584 (8.224816355354335) | > loss_mel: 12.537165641784668 (13.22899763511889) | > loss_duration: 1.7118258476257324 (1.6788789882804411) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.702505111694336 (27.613476204149652) | > grad_norm_1: tensor(510.1302, device='cuda:0') (tensor(482.6124, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8152 (0.8518937867441219) | > loader_time: 0.0098 (0.009850850352993247)  --> TIME: 2025-05-10 10:35:10 -- STEP: 512/725 -- GLOBAL_STEP: 231250 | > loss_disc: 2.17936635017395 (2.2139493774157017) | > loss_disc_real_0: 0.10284118354320526 (0.14086138928541916) | > loss_disc_real_1: 0.14886640012264252 (0.19199638746795245) | > loss_disc_real_2: 0.1611369252204895 (0.1893767365836539) | > loss_disc_real_3: 0.17057304084300995 (0.20476888638222593) | > loss_disc_real_4: 0.15920239686965942 (0.1970230266451835) | > loss_disc_real_5: 0.17786440253257751 (0.20569247406092467) | > loss_0: 2.17936635017395 (2.2139493774157017) | > grad_norm_0: tensor(17.7753, device='cuda:0') (tensor(23.8325, device='cuda:0')) | > loss_gen: 2.7959015369415283 (2.759040478151291) | > loss_kl: 1.7544194459915161 (1.7234976682811975) | > loss_feat: 8.899142265319824 (8.2527022762224) | > loss_mel: 13.707878112792969 (13.278534863144161) | > loss_duration: 1.6419774293899536 (1.67951325327158) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.799318313598633 (27.69328848272562) | > grad_norm_1: tensor(145.4474, device='cuda:0') (tensor(484.6388, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8448 (0.8518208665773273) | > loader_time: 0.0098 (0.00983392959460615)  --> TIME: 2025-05-10 10:35:53 -- STEP: 562/725 -- GLOBAL_STEP: 231300 | > loss_disc: 2.245345115661621 (2.2129034981184583) | > loss_disc_real_0: 0.14265118539333344 (0.14050996975701477) | > loss_disc_real_1: 0.16705743968486786 (0.1920009119389744) | > loss_disc_real_2: 0.2371249496936798 (0.1893814569107155) | > loss_disc_real_3: 0.18720997869968414 (0.20480241231434715) | > loss_disc_real_4: 0.2023659497499466 (0.19691856576666703) | > loss_disc_real_5: 0.22716400027275085 (0.20603819835758713) | > loss_0: 2.245345115661621 (2.2129034981184583) | > grad_norm_0: tensor(17.9114, device='cuda:0') (tensor(23.6406, device='cuda:0')) | > loss_gen: 2.6834726333618164 (2.7583090071152103) | > loss_kl: 1.5864229202270508 (1.7269724533226996) | > loss_feat: 7.937619209289551 (8.251499844615564) | > loss_mel: 12.231738090515137 (13.271677955613868) | > loss_duration: 1.6694920063018799 (1.6795820377475428) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.10874366760254 (27.688041262779375) | > grad_norm_1: tensor(134.5912, device='cuda:0') (tensor(482.8750, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8887 (0.8513487912581909) | > loader_time: 0.01 (0.009813720645429392)  --> TIME: 2025-05-10 10:36:36 -- STEP: 612/725 -- GLOBAL_STEP: 231350 | > loss_disc: 2.3440420627593994 (2.2125772037147695) | > loss_disc_real_0: 0.13562309741973877 (0.14032131760971606) | > loss_disc_real_1: 0.18231181800365448 (0.1922127399228367) | > loss_disc_real_2: 0.20490314066410065 (0.18937756454730362) | > loss_disc_real_3: 0.18617217242717743 (0.20481548363379404) | > loss_disc_real_4: 0.22502167522907257 (0.1970427603113884) | > loss_disc_real_5: 0.2158394157886505 (0.20579237848812443) | > loss_0: 2.3440420627593994 (2.2125772037147695) | > grad_norm_0: tensor(35.2706, device='cuda:0') (tensor(23.6510, device='cuda:0')) | > loss_gen: 2.604245662689209 (2.758339160408068) | > loss_kl: 1.6326050758361816 (1.7269270349951358) | > loss_feat: 7.01903772354126 (8.25029447889016) | > loss_mel: 11.894331932067871 (13.266515078887439) | > loss_duration: 1.6149332523345947 (1.6795361678974305) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.765153884887695 (27.6816118901072) | > grad_norm_1: tensor(580.2719, device='cuda:0') (tensor(484.3640, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8058 (0.8510284626406005) | > loader_time: 0.0091 (0.009804507875754164)  --> TIME: 2025-05-10 10:37:19 -- STEP: 662/725 -- GLOBAL_STEP: 231400 | > loss_disc: 2.1311137676239014 (2.213211150507913) | > loss_disc_real_0: 0.18142178654670715 (0.1405129694011276) | > loss_disc_real_1: 0.1881021112203598 (0.19225581093857294) | > loss_disc_real_2: 0.1827714592218399 (0.18955758333296227) | > loss_disc_real_3: 0.21400070190429688 (0.20483696744341146) | > loss_disc_real_4: 0.19358624517917633 (0.19710949529243715) | > loss_disc_real_5: 0.21435238420963287 (0.20578338217068998) | > loss_0: 2.1311137676239014 (2.213211150507913) | > grad_norm_0: tensor(53.2046, device='cuda:0') (tensor(23.6136, device='cuda:0')) | > loss_gen: 2.96846342086792 (2.7569025920597072) | > loss_kl: 1.728920578956604 (1.72743414878125) | > loss_feat: 9.242637634277344 (8.237876610453402) | > loss_mel: 14.056675910949707 (13.246705957049686) | > loss_duration: 1.7045342922210693 (1.6799362548528485) | > amp_scaler: 256.0 (256.3867069486405) | > loss_1: 29.70123291015625 (27.64885554933116) | > grad_norm_1: tensor(607.9561, device='cuda:0') (tensor(484.0569, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8808 (0.8502970516141449) | > loader_time: 0.0098 (0.009773371082778431)  --> TIME: 2025-05-10 10:38:02 -- STEP: 712/725 -- GLOBAL_STEP: 231450 | > loss_disc: 2.267408847808838 (2.214423474468544) | > loss_disc_real_0: 0.16164594888687134 (0.14066873868571567) | > loss_disc_real_1: 0.20419909060001373 (0.19237279050638167) | > loss_disc_real_2: 0.17219191789627075 (0.18972714795741488) | > loss_disc_real_3: 0.20815767347812653 (0.2049269261194414) | > loss_disc_real_4: 0.175866037607193 (0.1970965589783832) | > loss_disc_real_5: 0.20036140084266663 (0.20592390002913002) | > loss_0: 2.267408847808838 (2.214423474468544) | > grad_norm_0: tensor(29.2619, device='cuda:0') (tensor(23.6120, device='cuda:0')) | > loss_gen: 2.680600643157959 (2.7557558507731774) | > loss_kl: 1.748578667640686 (1.7296045472782655) | > loss_feat: 7.4597578048706055 (8.229628865638476) | > loss_mel: 13.460869789123535 (13.244485346119053) | > loss_duration: 1.68632972240448 (1.6796767905856789) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 27.036136627197266 (27.63915137494548) | > grad_norm_1: tensor(310.3253, device='cuda:0') (tensor(481.7643, device='cuda:0')) | > current_lr_0: 0.0001937251446243836 | > current_lr_1: 0.0001937251446243836 | > step_time: 0.8211 (0.8502780838628835) | > loader_time: 0.0095 (0.009762321965078298)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.367666721343994 (2.367666721343994) | > loss_disc_real_0: 0.19714993238449097 (0.19714993238449097) | > loss_disc_real_1: 0.15495841205120087 (0.15495841205120087) | > loss_disc_real_2: 0.22229214012622833 (0.22229214012622833) | > loss_disc_real_3: 0.1949685961008072 (0.1949685961008072) | > loss_disc_real_4: 0.20926156640052795 (0.20926156640052795) | > loss_disc_real_5: 0.23037604987621307 (0.23037604987621307) | > loss_0: 2.367666721343994 (2.367666721343994) | > loss_gen: 2.417720079421997 (2.417720079421997) | > loss_kl: 2.0009469985961914 (2.0009469985961914) | > loss_feat: 7.670015811920166 (7.670015811920166) | > loss_mel: 12.6372709274292 (12.6372709274292) | > loss_duration: 1.7014273405075073 (1.7014273405075073) | > loss_1: 26.427383422851562 (26.427383422851562)  --> STEP: 1 | > loss_disc: 2.374368190765381 (2.374368190765381) | > loss_disc_real_0: 0.1919986605644226 (0.1919986605644226) | > loss_disc_real_1: 0.1724785566329956 (0.1724785566329956) | > loss_disc_real_2: 0.21344710886478424 (0.21344710886478424) | > loss_disc_real_3: 0.18132324516773224 (0.18132324516773224) | > loss_disc_real_4: 0.19999882578849792 (0.19999882578849792) | > loss_disc_real_5: 0.22426746785640717 (0.22426746785640717) | > loss_0: 2.374368190765381 (2.374368190765381) | > loss_gen: 2.293154239654541 (2.293154239654541) | > loss_kl: 1.9778670072555542 (1.9778670072555542) | > loss_feat: 6.180389404296875 (6.180389404296875) | > loss_mel: 11.240461349487305 (11.240461349487305) | > loss_duration: 1.7895824909210205 (1.7895824909210205) | > loss_1: 23.481454849243164 (23.481454849243164)  --> STEP: 2 | > loss_disc: 2.1771397590637207 (2.275753974914551) | > loss_disc_real_0: 0.16345234215259552 (0.17772550135850906) | > loss_disc_real_1: 0.15439759194850922 (0.1634380742907524) | > loss_disc_real_2: 0.21426399052143097 (0.2138555496931076) | > loss_disc_real_3: 0.17630484700202942 (0.17881404608488083) | > loss_disc_real_4: 0.19297605752944946 (0.1964874416589737) | > loss_disc_real_5: 0.19672681391239166 (0.21049714088439941) | > loss_0: 2.1771397590637207 (2.275753974914551) | > loss_gen: 2.601044178009033 (2.447099208831787) | > loss_kl: 2.034517765045166 (2.00619238615036) | > loss_feat: 8.797731399536133 (7.489060401916504) | > loss_mel: 14.723030090332031 (12.981745719909668) | > loss_duration: 1.8351274728775024 (1.8123549818992615) | > loss_1: 29.9914493560791 (26.736452102661133)  --> STEP: 3 | > loss_disc: 2.4774131774902344 (2.3429737091064453) | > loss_disc_real_0: 0.20486293733119965 (0.18677131334940592) | > loss_disc_real_1: 0.18243438005447388 (0.1697701762119929) | > loss_disc_real_2: 0.23377971351146698 (0.22049693763256073) | > loss_disc_real_3: 0.21549317240715027 (0.1910404215256373) | > loss_disc_real_4: 0.22205300629138947 (0.20500929653644562) | > loss_disc_real_5: 0.22885148227214813 (0.21661525468031564) | > loss_0: 2.4774131774902344 (2.3429737091064453) | > loss_gen: 2.3159570693969727 (2.4033851623535156) | > loss_kl: 1.9983965158462524 (2.0035937627156577) | > loss_feat: 6.043007850646973 (7.00704288482666) | > loss_mel: 10.854296684265137 (12.27259604136149) | > loss_duration: 1.7934956550598145 (1.8060685396194458) | > loss_1: 23.00515365600586 (25.492685953776043)  --> STEP: 4 | > loss_disc: 2.3284778594970703 (2.3393497467041016) | > loss_disc_real_0: 0.18676117062568665 (0.1867687776684761) | > loss_disc_real_1: 0.16275633871555328 (0.168016716837883) | > loss_disc_real_2: 0.18913421034812927 (0.21265625581145287) | > loss_disc_real_3: 0.17980284988880157 (0.18823102861642838) | > loss_disc_real_4: 0.19722679257392883 (0.20306367054581642) | > loss_disc_real_5: 0.2306116670370102 (0.2201143577694893) | > loss_0: 2.3284778594970703 (2.3393497467041016) | > loss_gen: 2.392162799835205 (2.400579571723938) | > loss_kl: 1.8470717668533325 (1.9644632637500763) | > loss_feat: 9.268537521362305 (7.572416543960571) | > loss_mel: 12.248661041259766 (12.26661229133606) | > loss_duration: 1.749875545501709 (1.7920202910900116) | > loss_1: 27.50630760192871 (25.99609136581421) --> EVAL PERFORMANCE | > avg_loader_time: 0.280809223651886 (+0.002021193504333496) | > avg_loss_disc: 2.3393497467041016 (+0.024711132049560547) | > avg_loss_disc_real_0: 0.1867687776684761 (-0.00933004543185234) | > avg_loss_disc_real_1: 0.168016716837883 (-0.03529767319560051) | > avg_loss_disc_real_2: 0.21265625581145287 (+0.00596386194229126) | > avg_loss_disc_real_3: 0.18823102861642838 (-0.03874718025326729) | > avg_loss_disc_real_4: 0.20306367054581642 (-0.03209787234663963) | > avg_loss_disc_real_5: 0.2201143577694893 (-0.00044467300176620483) | > avg_loss_0: 2.3393497467041016 (+0.024711132049560547) | > avg_loss_gen: 2.400579571723938 (-0.44359290599823) | > avg_loss_kl: 1.9644632637500763 (-0.08082228899002075) | > avg_loss_feat: 7.572416543960571 (-0.5160796642303467) | > avg_loss_mel: 12.26661229133606 (-1.5284643173217773) | > avg_loss_duration: 1.7920202910900116 (-0.020297706127166748) | > avg_loss_1: 25.99609136581421 (-2.58925724029541)  > EPOCH: 256/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 10:38:20)   --> TIME: 2025-05-10 10:38:54 -- STEP: 37/725 -- GLOBAL_STEP: 231500 | > loss_disc: 2.250892162322998 (2.2330459001901986) | > loss_disc_real_0: 0.16021372377872467 (0.14136832287988146) | > loss_disc_real_1: 0.17469504475593567 (0.19234304009257136) | > loss_disc_real_2: 0.20625530183315277 (0.19375761537938505) | > loss_disc_real_3: 0.16996970772743225 (0.20692495840626796) | > loss_disc_real_4: 0.1728157252073288 (0.19641270468363892) | > loss_disc_real_5: 0.20337586104869843 (0.20980643460879456) | > loss_0: 2.250892162322998 (2.2330459001901986) | > grad_norm_0: tensor(27.5820, device='cuda:0') (tensor(22.3407, device='cuda:0')) | > loss_gen: 2.649118423461914 (2.7440252626264416) | > loss_kl: 1.4481773376464844 (1.6795797025835193) | > loss_feat: 7.986091136932373 (8.233770344708416) | > loss_mel: 12.43066692352295 (13.332754495981577) | > loss_duration: 1.6883472204208374 (1.6784091833475474) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.202402114868164 (27.66853904724121) | > grad_norm_1: tensor(402.2096, device='cuda:0') (tensor(472.8197, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8468 (0.845959405641298) | > loader_time: 0.0096 (0.009661036568718985)  --> TIME: 2025-05-10 10:39:37 -- STEP: 87/725 -- GLOBAL_STEP: 231550 | > loss_disc: 2.1856579780578613 (2.2197634406473448) | > loss_disc_real_0: 0.132045716047287 (0.14044318724980298) | > loss_disc_real_1: 0.19345137476921082 (0.19054041049261203) | > loss_disc_real_2: 0.18362665176391602 (0.19088172056209082) | > loss_disc_real_3: 0.20332984626293182 (0.20741873996696253) | > loss_disc_real_4: 0.19376617670059204 (0.19547309974829355) | > loss_disc_real_5: 0.21231019496917725 (0.20649411092544423) | > loss_0: 2.1856579780578613 (2.2197634406473448) | > grad_norm_0: tensor(14.9972, device='cuda:0') (tensor(22.6361, device='cuda:0')) | > loss_gen: 2.7980751991271973 (2.7465968871938773) | > loss_kl: 1.5496832132339478 (1.6801370067157968) | > loss_feat: 8.321718215942383 (8.187200825789876) | > loss_mel: 13.635009765625 (13.252137765117075) | > loss_duration: 1.6664836406707764 (1.6791574461706753) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.970970153808594 (27.545229988536615) | > grad_norm_1: tensor(287.7166, device='cuda:0') (tensor(480.6881, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8258 (0.8545915696812773) | > loader_time: 0.0094 (0.009741270679166946)  --> TIME: 2025-05-10 10:40:20 -- STEP: 137/725 -- GLOBAL_STEP: 231600 | > loss_disc: 2.261643409729004 (2.2147442128536476) | > loss_disc_real_0: 0.11515698581933975 (0.1398089463910917) | > loss_disc_real_1: 0.1791822910308838 (0.1913154292715727) | > loss_disc_real_2: 0.2165822684764862 (0.190999355846948) | > loss_disc_real_3: 0.22394683957099915 (0.2059147144756178) | > loss_disc_real_4: 0.1726972460746765 (0.1963784616358959) | > loss_disc_real_5: 0.25421586632728577 (0.20596736560772805) | > loss_0: 2.261643409729004 (2.2147442128536476) | > grad_norm_0: tensor(23.0683, device='cuda:0') (tensor(22.1703, device='cuda:0')) | > loss_gen: 2.654710054397583 (2.754852456768065) | > loss_kl: 1.791090965270996 (1.6919517377867317) | > loss_feat: 7.815367698669434 (8.222599053904958) | > loss_mel: 12.564814567565918 (13.251626439338184) | > loss_duration: 1.6656012535095215 (1.680011176714932) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.49158477783203 (27.601040958488074) | > grad_norm_1: tensor(511.8380, device='cuda:0') (tensor(484.3810, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8217 (0.8515527178771305) | > loader_time: 0.0087 (0.009742014599542546)  --> TIME: 2025-05-10 10:41:04 -- STEP: 187/725 -- GLOBAL_STEP: 231650 | > loss_disc: 2.270504951477051 (2.211501380339026) | > loss_disc_real_0: 0.18739795684814453 (0.1394810569397906) | > loss_disc_real_1: 0.18379327654838562 (0.19181123806193554) | > loss_disc_real_2: 0.19024722278118134 (0.1902418412308005) | > loss_disc_real_3: 0.1932154893875122 (0.20527398203783495) | > loss_disc_real_4: 0.16514445841312408 (0.19664585359275025) | > loss_disc_real_5: 0.23354412615299225 (0.2050156435545753) | > loss_0: 2.270504951477051 (2.211501380339026) | > grad_norm_0: tensor(20.3919, device='cuda:0') (tensor(22.8236, device='cuda:0')) | > loss_gen: 2.5606260299682617 (2.7550108305273198) | > loss_kl: 1.7577893733978271 (1.6951441101849398) | > loss_feat: 7.570905685424805 (8.214591778535903) | > loss_mel: 11.935819625854492 (13.221689249742477) | > loss_duration: 1.6937589645385742 (1.680355388212969) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.518901824951172 (27.566791452826024) | > grad_norm_1: tensor(219.1159, device='cuda:0') (tensor(488.7597, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.861 (0.8511982219104461) | > loader_time: 0.0096 (0.009737418934623187)  --> TIME: 2025-05-10 10:41:47 -- STEP: 237/725 -- GLOBAL_STEP: 231700 | > loss_disc: 2.2249059677124023 (2.210836510115033) | > loss_disc_real_0: 0.1290680170059204 (0.13951707395571697) | > loss_disc_real_1: 0.18739162385463715 (0.19197049730689217) | > loss_disc_real_2: 0.19630369544029236 (0.1898426279614244) | > loss_disc_real_3: 0.22176752984523773 (0.20551945728088733) | > loss_disc_real_4: 0.22395837306976318 (0.19671135612680946) | > loss_disc_real_5: 0.24550127983093262 (0.20486356795840122) | > loss_0: 2.2249059677124023 (2.210836510115033) | > grad_norm_0: tensor(26.8531, device='cuda:0') (tensor(23.0217, device='cuda:0')) | > loss_gen: 2.8144912719726562 (2.7590486953027127) | > loss_kl: 1.8017361164093018 (1.703643224410367) | > loss_feat: 8.611634254455566 (8.230084383035006) | > loss_mel: 14.228533744812012 (13.2019848360794) | > loss_duration: 1.6672930717468262 (1.6800047677277512) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.123687744140625 (27.57476600614781) | > grad_norm_1: tensor(534.0789, device='cuda:0') (tensor(495.1241, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8219 (0.8517023490954049) | > loader_time: 0.0098 (0.009753964621306472)  --> TIME: 2025-05-10 10:42:30 -- STEP: 287/725 -- GLOBAL_STEP: 231750 | > loss_disc: 2.28778076171875 (2.2140452313506236) | > loss_disc_real_0: 0.13605765998363495 (0.14021295329834946) | > loss_disc_real_1: 0.18173202872276306 (0.19198163295041396) | > loss_disc_real_2: 0.20258043706417084 (0.1895681658584482) | > loss_disc_real_3: 0.2263786792755127 (0.20589288041151355) | > loss_disc_real_4: 0.2075306624174118 (0.19662410124669089) | > loss_disc_real_5: 0.19931218028068542 (0.2058785019851313) | > loss_0: 2.28778076171875 (2.2140452313506236) | > grad_norm_0: tensor(14.2103, device='cuda:0') (tensor(22.8033, device='cuda:0')) | > loss_gen: 2.627918243408203 (2.7541754943568537) | > loss_kl: 1.8412325382232666 (1.7046981073838077) | > loss_feat: 8.053072929382324 (8.222318333615828) | > loss_mel: 12.699666976928711 (13.189700867656214) | > loss_duration: 1.6744130849838257 (1.6798697278059318) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.896303176879883 (27.55076260849159) | > grad_norm_1: tensor(525.6160, device='cuda:0') (tensor(487.7535, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8029 (0.8497485350233337) | > loader_time: 0.0095 (0.009751075651587511)  --> TIME: 2025-05-10 10:43:13 -- STEP: 337/725 -- GLOBAL_STEP: 231800 | > loss_disc: 2.09696626663208 (2.215868717131347) | > loss_disc_real_0: 0.17049656808376312 (0.1411890478180142) | > loss_disc_real_1: 0.20738157629966736 (0.19209229256349789) | > loss_disc_real_2: 0.17091690003871918 (0.18965276624753152) | > loss_disc_real_3: 0.20089028775691986 (0.20557192949583689) | > loss_disc_real_4: 0.202842578291893 (0.1971537201977626) | > loss_disc_real_5: 0.18985627591609955 (0.20561871631209158) | > loss_0: 2.09696626663208 (2.215868717131347) | > grad_norm_0: tensor(32.4170, device='cuda:0') (tensor(23.2129, device='cuda:0')) | > loss_gen: 2.942295789718628 (2.755051836415639) | > loss_kl: 1.6239063739776611 (1.7070476039580846) | > loss_feat: 9.664363861083984 (8.214597854840653) | > loss_mel: 14.351778984069824 (13.178874117684293) | > loss_duration: 1.6587411165237427 (1.679329354968199) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.241085052490234 (27.534900874695374) | > grad_norm_1: tensor(616.9784, device='cuda:0') (tensor(493.5233, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8842 (0.8500702239639327) | > loader_time: 0.0111 (0.009754831783849336)  --> TIME: 2025-05-10 10:43:56 -- STEP: 387/725 -- GLOBAL_STEP: 231850 | > loss_disc: 2.2221627235412598 (2.217564005568357) | > loss_disc_real_0: 0.1494448333978653 (0.14099886965305009) | > loss_disc_real_1: 0.1922311782836914 (0.1926614050717317) | > loss_disc_real_2: 0.218605175614357 (0.18977010973972258) | > loss_disc_real_3: 0.20500175654888153 (0.20530293003995284) | > loss_disc_real_4: 0.2050677388906479 (0.1971538734913489) | > loss_disc_real_5: 0.2235822230577469 (0.206284198380564) | > loss_0: 2.2221627235412598 (2.217564005568357) | > grad_norm_0: tensor(34.3700, device='cuda:0') (tensor(23.0863, device='cuda:0')) | > loss_gen: 2.706902265548706 (2.749841622911989) | > loss_kl: 1.7240164279937744 (1.7148858401202416) | > loss_feat: 7.819365501403809 (8.196910806404537) | > loss_mel: 12.460797309875488 (13.164060604972741) | > loss_duration: 1.7635393142700195 (1.6799443125416764) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.474620819091797 (27.50564326303566) | > grad_norm_1: tensor(587.8279, device='cuda:0') (tensor(485.8965, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8644 (0.8502862866226709) | > loader_time: 0.0096 (0.00977198159663868)  --> TIME: 2025-05-10 10:44:40 -- STEP: 437/725 -- GLOBAL_STEP: 231900 | > loss_disc: 2.0812625885009766 (2.2152186078392435) | > loss_disc_real_0: 0.11629874259233475 (0.14079193339536084) | > loss_disc_real_1: 0.17787565290927887 (0.19247277919842398) | > loss_disc_real_2: 0.1846451610326767 (0.18961024778794922) | > loss_disc_real_3: 0.1803164929151535 (0.2052908338589308) | > loss_disc_real_4: 0.18233931064605713 (0.19682817461152377) | > loss_disc_real_5: 0.21761251986026764 (0.20596155974357577) | > loss_0: 2.0812625885009766 (2.2152186078392435) | > grad_norm_0: tensor(32.0700, device='cuda:0') (tensor(23.2158, device='cuda:0')) | > loss_gen: 2.9059083461761475 (2.7543448692601102) | > loss_kl: 1.6589213609695435 (1.7149362905074585) | > loss_feat: 9.051351547241211 (8.22131010705874) | > loss_mel: 14.00617504119873 (13.182285937346364) | > loss_duration: 1.6418297290802002 (1.6797261071696166) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.26418685913086 (27.552603378994245) | > grad_norm_1: tensor(598.2800, device='cuda:0') (tensor(487.0230, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8885 (0.8505752534015227) | > loader_time: 0.011 (0.009776195617780528)  --> TIME: 2025-05-10 10:45:23 -- STEP: 487/725 -- GLOBAL_STEP: 231950 | > loss_disc: 2.334291458129883 (2.2168239127439193) | > loss_disc_real_0: 0.143250972032547 (0.14070818068371685) | > loss_disc_real_1: 0.1986979991197586 (0.19244782250275116) | > loss_disc_real_2: 0.22720056772232056 (0.18972545167626303) | > loss_disc_real_3: 0.21559669077396393 (0.20525558601904206) | > loss_disc_real_4: 0.22095556557178497 (0.19703382782989953) | > loss_disc_real_5: 0.18978329002857208 (0.20624574667007287) | > loss_0: 2.334291458129883 (2.2168239127439193) | > grad_norm_0: tensor(10.2996, device='cuda:0') (tensor(23.1591, device='cuda:0')) | > loss_gen: 2.5056376457214355 (2.7534027780105927) | > loss_kl: 1.9045028686523438 (1.7180070580887843) | > loss_feat: 7.698283672332764 (8.22010532884383) | > loss_mel: 11.81274127960205 (13.193153416596399) | > loss_duration: 1.6646493673324585 (1.6803717701342076) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.5858154296875 (27.56504040430214) | > grad_norm_1: tensor(183.0879, device='cuda:0') (tensor(485.0386, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.7978 (0.8500821321162355) | > loader_time: 0.0092 (0.009759769792184689)  --> TIME: 2025-05-10 10:46:06 -- STEP: 537/725 -- GLOBAL_STEP: 232000 | > loss_disc: 2.174853801727295 (2.215578793591409) | > loss_disc_real_0: 0.08943349868059158 (0.1403482982566239) | > loss_disc_real_1: 0.1789087951183319 (0.19236779235150786) | > loss_disc_real_2: 0.18015794456005096 (0.1895982126949886) | > loss_disc_real_3: 0.20193904638290405 (0.2053409662215625) | > loss_disc_real_4: 0.17973409593105316 (0.19707795750051468) | > loss_disc_real_5: 0.23363284766674042 (0.206183848850554) | > loss_0: 2.174853801727295 (2.215578793591409) | > grad_norm_0: tensor(26.7525, device='cuda:0') (tensor(23.1849, device='cuda:0')) | > loss_gen: 2.6528830528259277 (2.7545894448761605) | > loss_kl: 1.4096568822860718 (1.72089313483993) | > loss_feat: 8.400520324707031 (8.222929656172607) | > loss_mel: 13.198588371276855 (13.20812058404393) | > loss_duration: 1.7151212692260742 (1.6808781850271386) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.37677001953125 (27.58741105290987) | > grad_norm_1: tensor(607.1434, device='cuda:0') (tensor(485.8269, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8465 (0.849714751128156) | > loader_time: 0.0092 (0.00981416737789104) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_232000.pth  --> TIME: 2025-05-10 10:46:51 -- STEP: 587/725 -- GLOBAL_STEP: 232050 | > loss_disc: 2.2549045085906982 (2.215303929538503) | > loss_disc_real_0: 0.12613271176815033 (0.14058045965494065) | > loss_disc_real_1: 0.19593997299671173 (0.1920839857557564) | > loss_disc_real_2: 0.17676256597042084 (0.18953594474004526) | > loss_disc_real_3: 0.18227900564670563 (0.2051346613256042) | > loss_disc_real_4: 0.17422066628932953 (0.19682029864450953) | > loss_disc_real_5: 0.1945258229970932 (0.20630962897910793) | > loss_0: 2.2549045085906982 (2.215303929538503) | > grad_norm_0: tensor(19.2443, device='cuda:0') (tensor(23.0737, device='cuda:0')) | > loss_gen: 2.6445870399475098 (2.7527258392087033) | > loss_kl: 1.6186925172805786 (1.721551948552238) | > loss_feat: 8.282055854797363 (8.224596676672142) | > loss_mel: 13.116704940795898 (13.214124757549019) | > loss_duration: 1.6746270656585693 (1.6806626624508658) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.336666107177734 (27.593661914286056) | > grad_norm_1: tensor(336.5565, device='cuda:0') (tensor(479.4759, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8547 (0.8490650361400652) | > loader_time: 0.0095 (0.009819356099507263)  --> TIME: 2025-05-10 10:47:34 -- STEP: 637/725 -- GLOBAL_STEP: 232100 | > loss_disc: 2.1396899223327637 (2.216117226347637) | > loss_disc_real_0: 0.12958987057209015 (0.14073876683341469) | > loss_disc_real_1: 0.167875736951828 (0.19206920312936873) | > loss_disc_real_2: 0.18679754436016083 (0.18962818269546217) | > loss_disc_real_3: 0.20894896984100342 (0.20517489915272139) | > loss_disc_real_4: 0.18523168563842773 (0.1969046700786759) | > loss_disc_real_5: 0.1892133206129074 (0.20670766747166278) | > loss_0: 2.1396899223327637 (2.216117226347637) | > grad_norm_0: tensor(13.0682, device='cuda:0') (tensor(22.7854, device='cuda:0')) | > loss_gen: 2.6927437782287598 (2.750857684451331) | > loss_kl: 1.968967318534851 (1.7219607596120436) | > loss_feat: 9.045829772949219 (8.214415199154034) | > loss_mel: 14.8367280960083 (13.204073991281458) | > loss_duration: 1.64652681350708 (1.680568890257197) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.190793991088867 (27.571876552827316) | > grad_norm_1: tensor(298.7233, device='cuda:0') (tensor(472.7417, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8581 (0.8489277845649184) | > loader_time: 0.0096 (0.009833207497229936)  --> TIME: 2025-05-10 10:48:17 -- STEP: 687/725 -- GLOBAL_STEP: 232150 | > loss_disc: 2.3418474197387695 (2.217709135627475) | > loss_disc_real_0: 0.1463797390460968 (0.1406535277200058) | > loss_disc_real_1: 0.19736343622207642 (0.1921153081122792) | > loss_disc_real_2: 0.2411564588546753 (0.18973505679176364) | > loss_disc_real_3: 0.2040884792804718 (0.20538263764704168) | > loss_disc_real_4: 0.21080543100833893 (0.19719332829660038) | > loss_disc_real_5: 0.2140769362449646 (0.20694048704885862) | > loss_0: 2.3418474197387695 (2.217709135627475) | > grad_norm_0: tensor(20.8665, device='cuda:0') (tensor(22.7180, device='cuda:0')) | > loss_gen: 2.676370620727539 (2.7499908706853806) | > loss_kl: 1.7980141639709473 (1.7205527715460882) | > loss_feat: 7.959219455718994 (8.211213524858683) | > loss_mel: 12.830886840820312 (13.218182958022648) | > loss_duration: 1.6750006675720215 (1.6805123354496747) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.939491271972656 (27.58045247062672) | > grad_norm_1: tensor(219.9096, device='cuda:0') (tensor(473.4246, device='cuda:0')) | > current_lr_0: 0.00019370092898130556 | > current_lr_1: 0.00019370092898130556 | > step_time: 0.8582 (0.8483287611382501) | > loader_time: 0.0097 (0.009828203803760678)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.278438091278076 (2.278438091278076) | > loss_disc_real_0: 0.266528844833374 (0.266528844833374) | > loss_disc_real_1: 0.1484440267086029 (0.1484440267086029) | > loss_disc_real_2: 0.14863182604312897 (0.14863182604312897) | > loss_disc_real_3: 0.25352808833122253 (0.25352808833122253) | > loss_disc_real_4: 0.22424228489398956 (0.22424228489398956) | > loss_disc_real_5: 0.26124364137649536 (0.26124364137649536) | > loss_0: 2.278438091278076 (2.278438091278076) | > loss_gen: 2.9850075244903564 (2.9850075244903564) | > loss_kl: 2.204555034637451 (2.204555034637451) | > loss_feat: 8.931358337402344 (8.931358337402344) | > loss_mel: 15.649209976196289 (15.649209976196289) | > loss_duration: 1.6936348676681519 (1.6936348676681519) | > loss_1: 31.46376609802246 (31.46376609802246)  --> STEP: 1 | > loss_disc: 2.376908779144287 (2.376908779144287) | > loss_disc_real_0: 0.28860217332839966 (0.28860217332839966) | > loss_disc_real_1: 0.15695801377296448 (0.15695801377296448) | > loss_disc_real_2: 0.15254655480384827 (0.15254655480384827) | > loss_disc_real_3: 0.2128545045852661 (0.2128545045852661) | > loss_disc_real_4: 0.21987584233283997 (0.21987584233283997) | > loss_disc_real_5: 0.26661455631256104 (0.26661455631256104) | > loss_0: 2.376908779144287 (2.376908779144287) | > loss_gen: 2.747568130493164 (2.747568130493164) | > loss_kl: 2.2856547832489014 (2.2856547832489014) | > loss_feat: 7.664392948150635 (7.664392948150635) | > loss_mel: 14.318739891052246 (14.318739891052246) | > loss_duration: 1.7818704843521118 (1.7818704843521118) | > loss_1: 28.79822540283203 (28.79822540283203)  --> STEP: 2 | > loss_disc: 2.2821178436279297 (2.3295133113861084) | > loss_disc_real_0: 0.2785371243953705 (0.28356964886188507) | > loss_disc_real_1: 0.1516238898038864 (0.15429095178842545) | > loss_disc_real_2: 0.15668359398841858 (0.15461507439613342) | > loss_disc_real_3: 0.21478576958179474 (0.21382013708353043) | > loss_disc_real_4: 0.2244691103696823 (0.22217247635126114) | > loss_disc_real_5: 0.2627771496772766 (0.2646958529949188) | > loss_0: 2.2821178436279297 (2.3295133113861084) | > loss_gen: 2.9591238498687744 (2.8533459901809692) | > loss_kl: 2.1769278049468994 (2.2312912940979004) | > loss_feat: 8.732194900512695 (8.198293924331665) | > loss_mel: 15.202678680419922 (14.760709285736084) | > loss_duration: 1.839674472808838 (1.8107724785804749) | > loss_1: 30.910598754882812 (29.854412078857422)  --> STEP: 3 | > loss_disc: 2.3782129287719727 (2.3457465171813965) | > loss_disc_real_0: 0.28850871324539185 (0.28521600365638733) | > loss_disc_real_1: 0.16375039517879486 (0.15744409958521524) | > loss_disc_real_2: 0.16350984573364258 (0.15757999817530313) | > loss_disc_real_3: 0.22933286428451538 (0.21899104615052542) | > loss_disc_real_4: 0.22066757082939148 (0.2216708411773046) | > loss_disc_real_5: 0.2990022301673889 (0.2761313120524089) | > loss_0: 2.3782129287719727 (2.3457465171813965) | > loss_gen: 2.940248489379883 (2.8823134899139404) | > loss_kl: 1.9834898710250854 (2.1486908197402954) | > loss_feat: 8.48072338104248 (8.292437076568604) | > loss_mel: 13.535475730895996 (14.352298100789389) | > loss_duration: 1.8064818382263184 (1.8093422651290894) | > loss_1: 28.74641990661621 (29.48508135477702)  --> STEP: 4 | > loss_disc: 2.361839771270752 (2.3497698307037354) | > loss_disc_real_0: 0.2350739985704422 (0.27268050238490105) | > loss_disc_real_1: 0.18308638036251068 (0.1638546697795391) | > loss_disc_real_2: 0.13693927228450775 (0.1524198167026043) | > loss_disc_real_3: 0.20596018433570862 (0.2157333306968212) | > loss_disc_real_4: 0.21944637596607208 (0.22111472487449646) | > loss_disc_real_5: 0.28396323323249817 (0.2780892923474312) | > loss_0: 2.361839771270752 (2.3497698307037354) | > loss_gen: 2.735649824142456 (2.8456475734710693) | > loss_kl: 2.0045230388641357 (2.1126488745212555) | > loss_feat: 8.579614639282227 (8.36423146724701) | > loss_mel: 14.264995574951172 (14.330472469329834) | > loss_duration: 1.757857084274292 (1.79647096991539) | > loss_1: 29.34263801574707 (29.44947052001953) --> EVAL PERFORMANCE | > avg_loader_time: 0.27595996856689453 (-0.004849255084991455) | > avg_loss_disc: 2.3497698307037354 (+0.010420083999633789) | > avg_loss_disc_real_0: 0.27268050238490105 (+0.08591172471642494) | > avg_loss_disc_real_1: 0.1638546697795391 (-0.004162047058343887) | > avg_loss_disc_real_2: 0.1524198167026043 (-0.06023643910884857) | > avg_loss_disc_real_3: 0.2157333306968212 (+0.027502302080392838) | > avg_loss_disc_real_4: 0.22111472487449646 (+0.01805105432868004) | > avg_loss_disc_real_5: 0.2780892923474312 (+0.057974934577941895) | > avg_loss_0: 2.3497698307037354 (+0.010420083999633789) | > avg_loss_gen: 2.8456475734710693 (+0.44506800174713135) | > avg_loss_kl: 2.1126488745212555 (+0.1481856107711792) | > avg_loss_feat: 8.36423146724701 (+0.791814923286438) | > avg_loss_mel: 14.330472469329834 (+2.0638601779937744) | > avg_loss_duration: 1.79647096991539 (+0.004450678825378418) | > avg_loss_1: 29.44947052001953 (+3.4533791542053223)  > EPOCH: 257/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 10:48:56)   --> TIME: 2025-05-10 10:49:08 -- STEP: 12/725 -- GLOBAL_STEP: 232200 | > loss_disc: 2.240233898162842 (2.2411341667175293) | > loss_disc_real_0: 0.16155636310577393 (0.14341368402043977) | > loss_disc_real_1: 0.1709548830986023 (0.18945139149824777) | > loss_disc_real_2: 0.19285167753696442 (0.19652788092692694) | > loss_disc_real_3: 0.19656480848789215 (0.21196799725294113) | > loss_disc_real_4: 0.18638324737548828 (0.19260640194018683) | > loss_disc_real_5: 0.23499639332294464 (0.20245649789770445) | > loss_0: 2.240233898162842 (2.2411341667175293) | > grad_norm_0: tensor(23.9223, device='cuda:0') (tensor(21.3042, device='cuda:0')) | > loss_gen: 2.747272253036499 (2.734151383241018) | > loss_kl: 1.8507951498031616 (1.7928921381632488) | > loss_feat: 8.928000450134277 (8.378404378890991) | > loss_mel: 13.812148094177246 (13.532319863637289) | > loss_duration: 1.7325639724731445 (1.6876314481099446) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.070777893066406 (28.125398953755695) | > grad_norm_1: tensor(557.7624, device='cuda:0') (tensor(419.6355, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8214 (0.8279285033543905) | > loader_time: 0.0087 (0.009652197360992432)  --> TIME: 2025-05-10 10:49:52 -- STEP: 62/725 -- GLOBAL_STEP: 232250 | > loss_disc: 2.203052282333374 (2.207863765378152) | > loss_disc_real_0: 0.09098301827907562 (0.13535625091002834) | > loss_disc_real_1: 0.18871651589870453 (0.19295178449922992) | > loss_disc_real_2: 0.19461998343467712 (0.19122164528216082) | > loss_disc_real_3: 0.2052404284477234 (0.20658982713376323) | > loss_disc_real_4: 0.18689323961734772 (0.19469893747760403) | > loss_disc_real_5: 0.15867836773395538 (0.2041901294742861) | > loss_0: 2.203052282333374 (2.207863765378152) | > grad_norm_0: tensor(29.3451, device='cuda:0') (tensor(21.3285, device='cuda:0')) | > loss_gen: 2.775270938873291 (2.75709177986268) | > loss_kl: 1.6209243535995483 (1.7462028130408256) | > loss_feat: 8.683223724365234 (8.340600098333054) | > loss_mel: 14.51855182647705 (13.38567739917386) | > loss_duration: 1.7102882862091064 (1.6757374501997424) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.308259963989258 (27.905309554069273) | > grad_norm_1: tensor(581.4905, device='cuda:0') (tensor(467.5479, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.847 (0.8469027203898276) | > loader_time: 0.0105 (0.010012845839223553)  --> TIME: 2025-05-10 10:50:35 -- STEP: 112/725 -- GLOBAL_STEP: 232300 | > loss_disc: 2.2377374172210693 (2.2148634450776226) | > loss_disc_real_0: 0.08791646361351013 (0.1390151160636118) | > loss_disc_real_1: 0.18029621243476868 (0.19229648501745292) | > loss_disc_real_2: 0.19274988770484924 (0.19006125482597522) | > loss_disc_real_3: 0.21225249767303467 (0.20595942105033568) | > loss_disc_real_4: 0.1838953047990799 (0.1952010268079383) | > loss_disc_real_5: 0.20005354285240173 (0.2063022902501481) | > loss_0: 2.2377374172210693 (2.2148634450776226) | > grad_norm_0: tensor(29.9816, device='cuda:0') (tensor(23.3452, device='cuda:0')) | > loss_gen: 2.776531219482422 (2.7553174942731857) | > loss_kl: 1.7120686769485474 (1.7248967875327386) | > loss_feat: 8.001418113708496 (8.227616693292342) | > loss_mel: 13.368797302246094 (13.246715937341959) | > loss_duration: 1.6849055290222168 (1.6811689862183161) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.543720245361328 (27.6357159273965) | > grad_norm_1: tensor(875.0492, device='cuda:0') (tensor(479.0371, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8188 (0.8486336937972477) | > loader_time: 0.0098 (0.009915049586977278)  --> TIME: 2025-05-10 10:51:18 -- STEP: 162/725 -- GLOBAL_STEP: 232350 | > loss_disc: 2.2306275367736816 (2.207991967966526) | > loss_disc_real_0: 0.11009225249290466 (0.13821579506735748) | > loss_disc_real_1: 0.19907478988170624 (0.19248113026957453) | > loss_disc_real_2: 0.1810222864151001 (0.18917880667212575) | > loss_disc_real_3: 0.19657909870147705 (0.2053865076583108) | > loss_disc_real_4: 0.18242721259593964 (0.19538714782691294) | > loss_disc_real_5: 0.233462855219841 (0.20449985205023377) | > loss_0: 2.2306275367736816 (2.207991967966526) | > grad_norm_0: tensor(10.7838, device='cuda:0') (tensor(23.2466, device='cuda:0')) | > loss_gen: 2.7265841960906982 (2.7679922816194136) | > loss_kl: 1.743250846862793 (1.7232225272390578) | > loss_feat: 8.209583282470703 (8.302516660572564) | > loss_mel: 13.245747566223145 (13.293666604124464) | > loss_duration: 1.6452968120574951 (1.682145839120135) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.57046127319336 (27.769543953883808) | > grad_norm_1: tensor(590.0256, device='cuda:0') (tensor(495.8325, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8222 (0.8477703877437262) | > loader_time: 0.0096 (0.009875733175395444)  --> TIME: 2025-05-10 10:52:01 -- STEP: 212/725 -- GLOBAL_STEP: 232400 | > loss_disc: 2.32342529296875 (2.2082201726031734) | > loss_disc_real_0: 0.14120137691497803 (0.13870690966833316) | > loss_disc_real_1: 0.20087164640426636 (0.19268492075069896) | > loss_disc_real_2: 0.2018388956785202 (0.189017163765318) | > loss_disc_real_3: 0.2669755816459656 (0.20505092300052907) | > loss_disc_real_4: 0.21571406722068787 (0.1961238906490353) | > loss_disc_real_5: 0.25138071179389954 (0.20468998791755372) | > loss_0: 2.32342529296875 (2.2082201726031734) | > grad_norm_0: tensor(12.8686, device='cuda:0') (tensor(23.3727, device='cuda:0')) | > loss_gen: 2.75891375541687 (2.768088778234877) | > loss_kl: 1.5843803882598877 (1.723460924512935) | > loss_feat: 7.413509368896484 (8.30265788087305) | > loss_mel: 12.182605743408203 (13.268598259619942) | > loss_duration: 1.6945924758911133 (1.6815815826631941) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.634002685546875 (27.744387455706335) | > grad_norm_1: tensor(313.3987, device='cuda:0') (tensor(496.8867, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8535 (0.8493496426996195) | > loader_time: 0.0096 (0.009826133835990465)  --> TIME: 2025-05-10 10:52:44 -- STEP: 262/725 -- GLOBAL_STEP: 232450 | > loss_disc: 2.318714141845703 (2.2126712380474745) | > loss_disc_real_0: 0.11607936024665833 (0.14070580626717055) | > loss_disc_real_1: 0.1834503710269928 (0.19223417085773162) | > loss_disc_real_2: 0.20112363994121552 (0.1889466620014824) | > loss_disc_real_3: 0.2004729062318802 (0.20515454190832963) | > loss_disc_real_4: 0.1896982043981552 (0.19678148126784173) | > loss_disc_real_5: 0.17334707081317902 (0.2052112181336825) | > loss_0: 2.318714141845703 (2.2126712380474745) | > grad_norm_0: tensor(19.4128, device='cuda:0') (tensor(23.6306, device='cuda:0')) | > loss_gen: 2.487558603286743 (2.762404087845605) | > loss_kl: 1.6361846923828125 (1.718664890027228) | > loss_feat: 7.0801496505737305 (8.269232664399475) | > loss_mel: 12.434356689453125 (13.255142106354688) | > loss_duration: 1.66657292842865 (1.6822988550171598) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.30482292175293 (27.6877426482339) | > grad_norm_1: tensor(653.0258, device='cuda:0') (tensor(499.2934, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8956 (0.848673720396202) | > loader_time: 0.01 (0.009790735390350101)  --> TIME: 2025-05-10 10:53:27 -- STEP: 312/725 -- GLOBAL_STEP: 232500 | > loss_disc: 2.1134302616119385 (2.211858556820794) | > loss_disc_real_0: 0.12570540606975555 (0.14099164459949878) | > loss_disc_real_1: 0.18128162622451782 (0.1920889821858743) | > loss_disc_real_2: 0.19821134209632874 (0.1890836901103074) | > loss_disc_real_3: 0.21132892370224 (0.20523184284758875) | > loss_disc_real_4: 0.18904006481170654 (0.1966274364445454) | > loss_disc_real_5: 0.18202777206897736 (0.20483214646959919) | > loss_0: 2.1134302616119385 (2.211858556820794) | > grad_norm_0: tensor(21.3182, device='cuda:0') (tensor(23.9724, device='cuda:0')) | > loss_gen: 2.882288932800293 (2.760940754260772) | > loss_kl: 1.8154376745224 (1.717764092561526) | > loss_feat: 8.604844093322754 (8.262902126862446) | > loss_mel: 13.388038635253906 (13.253789730561085) | > loss_duration: 1.6738388538360596 (1.6814282704622325) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.36444854736328 (27.67682500985953) | > grad_norm_1: tensor(666.5472, device='cuda:0') (tensor(499.1023, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8322 (0.8485803718750295) | > loader_time: 0.0099 (0.009784299593705392)  --> TIME: 2025-05-10 10:54:11 -- STEP: 362/725 -- GLOBAL_STEP: 232550 | > loss_disc: 2.1523284912109375 (2.2113815335278995) | > loss_disc_real_0: 0.13974404335021973 (0.14026160250052552) | > loss_disc_real_1: 0.2076350748538971 (0.19200459694829441) | > loss_disc_real_2: 0.20766355097293854 (0.18923106954242636) | > loss_disc_real_3: 0.21162788569927216 (0.2050002855737565) | > loss_disc_real_4: 0.18899431824684143 (0.19666007959710954) | > loss_disc_real_5: 0.263803631067276 (0.20545743282328652) | > loss_0: 2.1523284912109375 (2.2113815335278995) | > grad_norm_0: tensor(23.5278, device='cuda:0') (tensor(23.8400, device='cuda:0')) | > loss_gen: 2.8482789993286133 (2.7605018879168597) | > loss_kl: 1.8612860441207886 (1.7267380975886604) | > loss_feat: 7.948975563049316 (8.268563414146882) | > loss_mel: 13.068897247314453 (13.260440505011964) | > loss_duration: 1.6127352714538574 (1.680443399848201) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.340171813964844 (27.696687308464266) | > grad_norm_1: tensor(630.0189, device='cuda:0') (tensor(502.1361, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8546 (0.8494062693738149) | > loader_time: 0.0096 (0.009830828529695116)  --> TIME: 2025-05-10 10:54:54 -- STEP: 412/725 -- GLOBAL_STEP: 232600 | > loss_disc: 2.1586530208587646 (2.208718864663131) | > loss_disc_real_0: 0.09349128603935242 (0.1394034943100318) | > loss_disc_real_1: 0.18239468336105347 (0.19191974021711403) | > loss_disc_real_2: 0.20534317195415497 (0.18904709523019275) | > loss_disc_real_3: 0.17960910499095917 (0.20478861044766833) | > loss_disc_real_4: 0.1939588338136673 (0.196290685388359) | > loss_disc_real_5: 0.1809125691652298 (0.20566825308267353) | > loss_0: 2.1586530208587646 (2.208718864663131) | > grad_norm_0: tensor(17.4365, device='cuda:0') (tensor(23.6972, device='cuda:0')) | > loss_gen: 2.8665876388549805 (2.7617917830504255) | > loss_kl: 1.6446419954299927 (1.7321162816968936) | > loss_feat: 9.14840316772461 (8.272417313844246) | > loss_mel: 13.422806739807129 (13.257455902192198) | > loss_duration: 1.670521855354309 (1.6808343555742102) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.752962112426758 (27.704615616103982) | > grad_norm_1: tensor(448.6455, device='cuda:0') (tensor(501.6074, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8686 (0.8494750128209013) | > loader_time: 0.0095 (0.009806819332456113)  --> TIME: 2025-05-10 10:55:37 -- STEP: 462/725 -- GLOBAL_STEP: 232650 | > loss_disc: 2.1493542194366455 (2.2074723494001263) | > loss_disc_real_0: 0.12221033871173859 (0.13931573993522356) | > loss_disc_real_1: 0.17070497572422028 (0.1915969946038672) | > loss_disc_real_2: 0.17353710532188416 (0.18891562405344722) | > loss_disc_real_3: 0.2527930736541748 (0.20486448379435065) | > loss_disc_real_4: 0.2014339119195938 (0.1965036828603063) | > loss_disc_real_5: 0.19437053799629211 (0.2054989981380376) | > loss_0: 2.1493542194366455 (2.2074723494001263) | > grad_norm_0: tensor(30.0358, device='cuda:0') (tensor(23.7564, device='cuda:0')) | > loss_gen: 2.777146577835083 (2.761717240015665) | > loss_kl: 1.4814432859420776 (1.7322722797269945) | > loss_feat: 9.141155242919922 (8.27902846934991) | > loss_mel: 14.410673141479492 (13.26016566041228) | > loss_duration: 1.6887409687042236 (1.6807151563239826) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.499160766601562 (27.713898803248554) | > grad_norm_1: tensor(644.4489, device='cuda:0') (tensor(500.2118, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.7982 (0.8487923253666272) | > loader_time: 0.0094 (0.009788669032967956)  --> TIME: 2025-05-10 10:56:20 -- STEP: 512/725 -- GLOBAL_STEP: 232700 | > loss_disc: 2.26931095123291 (2.2101404028944653) | > loss_disc_real_0: 0.08678343892097473 (0.13960283789492667) | > loss_disc_real_1: 0.20509569346904755 (0.1917916127131321) | > loss_disc_real_2: 0.22516191005706787 (0.18909304222324858) | > loss_disc_real_3: 0.17752566933631897 (0.20497639558743685) | > loss_disc_real_4: 0.22717563807964325 (0.19660738672246222) | > loss_disc_real_5: 0.20870886743068695 (0.20597881631692871) | > loss_0: 2.26931095123291 (2.2101404028944653) | > grad_norm_0: tensor(21.8792, device='cuda:0') (tensor(23.9417, device='cuda:0')) | > loss_gen: 2.6021885871887207 (2.761634857859462) | > loss_kl: 1.6549679040908813 (1.728474329924211) | > loss_feat: 7.634281635284424 (8.260125848464662) | > loss_mel: 12.60978889465332 (13.240047013387084) | > loss_duration: 1.6434190273284912 (1.6811676714569335) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.14464569091797 (27.671449732035402) | > grad_norm_1: tensor(395.7160, device='cuda:0') (tensor(497.0299, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8438 (0.8486341335810722) | > loader_time: 0.01 (0.00977659784257411)  --> TIME: 2025-05-10 10:57:03 -- STEP: 562/725 -- GLOBAL_STEP: 232750 | > loss_disc: 2.1124157905578613 (2.20856110566027) | > loss_disc_real_0: 0.12794214487075806 (0.13944803675457662) | > loss_disc_real_1: 0.20566008985042572 (0.1917879056198742) | > loss_disc_real_2: 0.1987258791923523 (0.18876629534883424) | > loss_disc_real_3: 0.2037600427865982 (0.20482034631259075) | > loss_disc_real_4: 0.1797637790441513 (0.19640386846990351) | > loss_disc_real_5: 0.1849897801876068 (0.20596674174812762) | > loss_0: 2.1124157905578613 (2.20856110566027) | > grad_norm_0: tensor(26.7854, device='cuda:0') (tensor(23.9429, device='cuda:0')) | > loss_gen: 2.9363882541656494 (2.763680111895252) | > loss_kl: 1.839322805404663 (1.732995562281897) | > loss_feat: 9.807642936706543 (8.271455344780478) | > loss_mel: 13.69071102142334 (13.255326172635227) | > loss_duration: 1.6455804109573364 (1.6812004816065484) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.919645309448242 (27.70465767001767) | > grad_norm_1: tensor(426.0910, device='cuda:0') (tensor(498.8881, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.892 (0.8484819720224128) | > loader_time: 0.0099 (0.009763971766543126)  --> TIME: 2025-05-10 10:57:46 -- STEP: 612/725 -- GLOBAL_STEP: 232800 | > loss_disc: 2.1817569732666016 (2.2094566783094702) | > loss_disc_real_0: 0.18235595524311066 (0.1394857973395998) | > loss_disc_real_1: 0.19884918630123138 (0.19187017875948775) | > loss_disc_real_2: 0.19101741909980774 (0.1888721541203315) | > loss_disc_real_3: 0.22550474107265472 (0.20475685944646785) | > loss_disc_real_4: 0.20313569903373718 (0.19649749151826681) | > loss_disc_real_5: 0.20574992895126343 (0.20600921314915804) | > loss_0: 2.1817569732666016 (2.2094566783094702) | > grad_norm_0: tensor(47.0837, device='cuda:0') (tensor(24.0757, device='cuda:0')) | > loss_gen: 2.886497974395752 (2.762963189798244) | > loss_kl: 1.7799826860427856 (1.7292724917916686) | > loss_feat: 8.511648178100586 (8.268718930630895) | > loss_mel: 13.925639152526855 (13.258041458192217) | > loss_duration: 1.6013963222503662 (1.680836906425314) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.705163955688477 (27.699832991057757) | > grad_norm_1: tensor(807.8724, device='cuda:0') (tensor(502.3683, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8179 (0.848559236214831) | > loader_time: 0.0087 (0.009772546151105082)  --> TIME: 2025-05-10 10:58:30 -- STEP: 662/725 -- GLOBAL_STEP: 232850 | > loss_disc: 2.222320556640625 (2.2101184288180473) | > loss_disc_real_0: 0.1484212726354599 (0.139680903990193) | > loss_disc_real_1: 0.19336022436618805 (0.1920676078771177) | > loss_disc_real_2: 0.17505930364131927 (0.18890790938430688) | > loss_disc_real_3: 0.23174506425857544 (0.20488644096426364) | > loss_disc_real_4: 0.17929835617542267 (0.1966529418559593) | > loss_disc_real_5: 0.2235962152481079 (0.20589935910125523) | > loss_0: 2.222320556640625 (2.2101184288180473) | > grad_norm_0: tensor(18.7873, device='cuda:0') (tensor(24.2963, device='cuda:0')) | > loss_gen: 2.670039415359497 (2.7627662085334355) | > loss_kl: 1.7034765481948853 (1.7302366079160452) | > loss_feat: 8.072746276855469 (8.26218402997964) | > loss_mel: 12.532903671264648 (13.247437197636264) | > loss_duration: 1.705771803855896 (1.6812601719738134) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.684940338134766 (27.683884234586877) | > grad_norm_1: tensor(574.7707, device='cuda:0') (tensor(502.0610, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8764 (0.8489676483448179) | > loader_time: 0.01 (0.009768816999798438)  --> TIME: 2025-05-10 10:59:13 -- STEP: 712/725 -- GLOBAL_STEP: 232900 | > loss_disc: 2.2992141246795654 (2.2118796066621704) | > loss_disc_real_0: 0.14762848615646362 (0.1398240174428464) | > loss_disc_real_1: 0.19816721975803375 (0.19205574867095848) | > loss_disc_real_2: 0.1956099271774292 (0.18911816619252894) | > loss_disc_real_3: 0.20721477270126343 (0.2048937658245643) | > loss_disc_real_4: 0.1847018152475357 (0.19684613747208307) | > loss_disc_real_5: 0.20685607194900513 (0.20623165844112978) | > loss_0: 2.2992141246795654 (2.2118796066621704) | > grad_norm_0: tensor(26.6994, device='cuda:0') (tensor(24.1253, device='cuda:0')) | > loss_gen: 2.5274200439453125 (2.758525176329562) | > loss_kl: 1.6736944913864136 (1.7299529953619064) | > loss_feat: 7.115113735198975 (8.24478755573207) | > loss_mel: 10.982667922973633 (13.233246084009666) | > loss_duration: 1.6862598657608032 (1.6808761257803841) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.985157012939453 (27.647387957305057) | > grad_norm_1: tensor(521.0784, device='cuda:0') (tensor(499.0664, device='cuda:0')) | > current_lr_0: 0.00019367671636518288 | > current_lr_1: 0.00019367671636518288 | > step_time: 0.8121 (0.8489652808462635) | > loader_time: 0.0096 (0.009774863385082601)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.298192262649536 (2.298192262649536) | > loss_disc_real_0: 0.13476817309856415 (0.13476817309856415) | > loss_disc_real_1: 0.15299302339553833 (0.15299302339553833) | > loss_disc_real_2: 0.1415759027004242 (0.1415759027004242) | > loss_disc_real_3: 0.16761194169521332 (0.16761194169521332) | > loss_disc_real_4: 0.22541572153568268 (0.22541572153568268) | > loss_disc_real_5: 0.23108834028244019 (0.23108834028244019) | > loss_0: 2.298192262649536 (2.298192262649536) | > loss_gen: 2.3087897300720215 (2.3087897300720215) | > loss_kl: 2.1020734310150146 (2.1020734310150146) | > loss_feat: 9.498180389404297 (9.498180389404297) | > loss_mel: 14.622377395629883 (14.622377395629883) | > loss_duration: 1.6859265565872192 (1.6859265565872192) | > loss_1: 30.217348098754883 (30.217348098754883)  --> STEP: 1 | > loss_disc: 2.3061623573303223 (2.3061623573303223) | > loss_disc_real_0: 0.13074219226837158 (0.13074219226837158) | > loss_disc_real_1: 0.14778290688991547 (0.14778290688991547) | > loss_disc_real_2: 0.14875014126300812 (0.14875014126300812) | > loss_disc_real_3: 0.16973157227039337 (0.16973157227039337) | > loss_disc_real_4: 0.19656886160373688 (0.19656886160373688) | > loss_disc_real_5: 0.20491193234920502 (0.20491193234920502) | > loss_0: 2.3061623573303223 (2.3061623573303223) | > loss_gen: 2.191657066345215 (2.191657066345215) | > loss_kl: 1.9777201414108276 (1.9777201414108276) | > loss_feat: 8.205873489379883 (8.205873489379883) | > loss_mel: 13.907073020935059 (13.907073020935059) | > loss_duration: 1.776663064956665 (1.776663064956665) | > loss_1: 28.058988571166992 (28.058988571166992)  --> STEP: 2 | > loss_disc: 2.366922378540039 (2.3365423679351807) | > loss_disc_real_0: 0.16391311585903168 (0.14732765406370163) | > loss_disc_real_1: 0.1626027375459671 (0.15519282221794128) | > loss_disc_real_2: 0.14819464087486267 (0.1484723910689354) | > loss_disc_real_3: 0.15058010816574097 (0.16015584021806717) | > loss_disc_real_4: 0.2003108263015747 (0.1984398439526558) | > loss_disc_real_5: 0.22247864305973053 (0.21369528770446777) | > loss_0: 2.366922378540039 (2.3365423679351807) | > loss_gen: 2.168816089630127 (2.180236577987671) | > loss_kl: 2.004673480987549 (1.9911968111991882) | > loss_feat: 8.488837242126465 (8.347355365753174) | > loss_mel: 14.086238861083984 (13.996655941009521) | > loss_duration: 1.8514022827148438 (1.8140326738357544) | > loss_1: 28.59996795654297 (28.32947826385498)  --> STEP: 3 | > loss_disc: 2.3507823944091797 (2.3412890434265137) | > loss_disc_real_0: 0.1467486470937729 (0.14713465174039206) | > loss_disc_real_1: 0.16359718143939972 (0.15799427529176077) | > loss_disc_real_2: 0.14866210520267487 (0.14853562911351523) | > loss_disc_real_3: 0.15774890780448914 (0.15935352941354117) | > loss_disc_real_4: 0.23330137133598328 (0.2100603530804316) | > loss_disc_real_5: 0.21332460641860962 (0.2135717272758484) | > loss_0: 2.3507823944091797 (2.3412890434265137) | > loss_gen: 2.2024264335632324 (2.187633196512858) | > loss_kl: 1.9349769353866577 (1.9724568525950115) | > loss_feat: 7.83151912689209 (8.175409952799479) | > loss_mel: 13.260984420776367 (13.751432100931803) | > loss_duration: 1.8156095743179321 (1.8145583073298137) | > loss_1: 27.045516967773438 (27.901491165161133)  --> STEP: 4 | > loss_disc: 2.358114719390869 (2.3454954624176025) | > loss_disc_real_0: 0.16451247036457062 (0.1514791063964367) | > loss_disc_real_1: 0.17369571328163147 (0.16191963478922844) | > loss_disc_real_2: 0.13946647942066193 (0.1462683416903019) | > loss_disc_real_3: 0.1646430641412735 (0.16067591309547424) | > loss_disc_real_4: 0.21212218701839447 (0.21057581156492233) | > loss_disc_real_5: 0.24012161791324615 (0.22020919993519783) | > loss_0: 2.358114719390869 (2.3454954624176025) | > loss_gen: 2.303154468536377 (2.216513514518738) | > loss_kl: 1.7623238563537598 (1.9199236035346985) | > loss_feat: 9.209933280944824 (8.434040784835815) | > loss_mel: 14.79145622253418 (14.011438131332397) | > loss_duration: 1.7677905559539795 (1.802866369485855) | > loss_1: 29.834657669067383 (28.384782791137695) --> EVAL PERFORMANCE | > avg_loader_time: 0.2837556004524231 (+0.0077956318855285645) | > avg_loss_disc: 2.3454954624176025 (-0.0042743682861328125) | > avg_loss_disc_real_0: 0.1514791063964367 (-0.12120139598846436) | > avg_loss_disc_real_1: 0.16191963478922844 (-0.001935034990310669) | > avg_loss_disc_real_2: 0.1462683416903019 (-0.006151475012302399) | > avg_loss_disc_real_3: 0.16067591309547424 (-0.05505741760134697) | > avg_loss_disc_real_4: 0.21057581156492233 (-0.010538913309574127) | > avg_loss_disc_real_5: 0.22020919993519783 (-0.05788009241223335) | > avg_loss_0: 2.3454954624176025 (-0.0042743682861328125) | > avg_loss_gen: 2.216513514518738 (-0.6291340589523315) | > avg_loss_kl: 1.9199236035346985 (-0.192725270986557) | > avg_loss_feat: 8.434040784835815 (+0.06980931758880615) | > avg_loss_mel: 14.011438131332397 (-0.3190343379974365) | > avg_loss_duration: 1.802866369485855 (+0.006395399570465088) | > avg_loss_1: 28.384782791137695 (-1.064687728881836)  > EPOCH: 258/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 10:59:30)   --> TIME: 2025-05-10 11:00:04 -- STEP: 37/725 -- GLOBAL_STEP: 232950 | > loss_disc: 2.2125937938690186 (2.2461213292302302) | > loss_disc_real_0: 0.17018049955368042 (0.14952222257852557) | > loss_disc_real_1: 0.18834811449050903 (0.19283534707249822) | > loss_disc_real_2: 0.18030056357383728 (0.1909254906145302) | > loss_disc_real_3: 0.2011808604001999 (0.20533415151608958) | > loss_disc_real_4: 0.21092483401298523 (0.1991005278116948) | > loss_disc_real_5: 0.2009149193763733 (0.20667928859994217) | > loss_0: 2.2125937938690186 (2.2461213292302302) | > grad_norm_0: tensor(22.8030, device='cuda:0') (tensor(26.8698, device='cuda:0')) | > loss_gen: 2.706874132156372 (2.7256588162602604) | > loss_kl: 1.4484878778457642 (1.6943214938447282) | > loss_feat: 8.6028413772583 (7.966579037743646) | > loss_mel: 13.123214721679688 (12.997897586307014) | > loss_duration: 1.6878695487976074 (1.6809736490249634) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.569290161132812 (27.06543071849926) | > grad_norm_1: tensor(574.7664, device='cuda:0') (tensor(487.1035, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8557 (0.8521130922678355) | > loader_time: 0.01 (0.009762506227235537)  --> TIME: 2025-05-10 11:00:47 -- STEP: 87/725 -- GLOBAL_STEP: 233000 | > loss_disc: 2.243124485015869 (2.2335081347103767) | > loss_disc_real_0: 0.18094322085380554 (0.14378316400722524) | > loss_disc_real_1: 0.19325803220272064 (0.192706155365911) | > loss_disc_real_2: 0.20864643156528473 (0.18993700715317124) | > loss_disc_real_3: 0.19930337369441986 (0.206577329628769) | > loss_disc_real_4: 0.18760882318019867 (0.1975446574646851) | > loss_disc_real_5: 0.20417046546936035 (0.20761194054422707) | > loss_0: 2.243124485015869 (2.2335081347103767) | > grad_norm_0: tensor(36.5628, device='cuda:0') (tensor(25.1257, device='cuda:0')) | > loss_gen: 2.756751775741577 (2.727669411692126) | > loss_kl: 1.7297075986862183 (1.7014329570463333) | > loss_feat: 7.1339311599731445 (8.08878240366092) | > loss_mel: 12.421770095825195 (13.109666046054887) | > loss_duration: 1.6603503227233887 (1.6825340095607715) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.702510833740234 (27.31008488008346) | > grad_norm_1: tensor(615.0276, device='cuda:0') (tensor(484.4927, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8283 (0.8514258039408716) | > loader_time: 0.0091 (0.009679599740039341) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_233000.pth  --> TIME: 2025-05-10 11:01:33 -- STEP: 137/725 -- GLOBAL_STEP: 233050 | > loss_disc: 2.0380334854125977 (2.2246429737466964) | > loss_disc_real_0: 0.09849874675273895 (0.14118894940092616) | > loss_disc_real_1: 0.16749191284179688 (0.1923541615914254) | > loss_disc_real_2: 0.18433023989200592 (0.18963495690892213) | > loss_disc_real_3: 0.1630798876285553 (0.20634151157671518) | > loss_disc_real_4: 0.1727740615606308 (0.19792770360508105) | > loss_disc_real_5: 0.20025770366191864 (0.20732743711802212) | > loss_0: 2.0380334854125977 (2.2246429737466964) | > grad_norm_0: tensor(27.8745, device='cuda:0') (tensor(23.9411, device='cuda:0')) | > loss_gen: 2.822176694869995 (2.7354967994411497) | > loss_kl: 1.6252272129058838 (1.6949882655248154) | > loss_feat: 9.76096248626709 (8.149627226112532) | > loss_mel: 14.427253723144531 (13.143027946026656) | > loss_duration: 1.6534041166305542 (1.6826768182489993) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.28902244567871 (27.40581717108288) | > grad_norm_1: tensor(245.8790, device='cuda:0') (tensor(481.5473, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8091 (0.8496365477568912) | > loader_time: 0.0093 (0.009592176353844413)  --> TIME: 2025-05-10 11:02:16 -- STEP: 187/725 -- GLOBAL_STEP: 233100 | > loss_disc: 2.3114066123962402 (2.225488785753914) | > loss_disc_real_0: 0.20768442749977112 (0.14289889341210302) | > loss_disc_real_1: 0.17806360125541687 (0.19204484683307096) | > loss_disc_real_2: 0.20051038265228271 (0.18954713523069178) | > loss_disc_real_3: 0.2244621366262436 (0.20679972531961247) | > loss_disc_real_4: 0.19557736814022064 (0.19771385384115944) | > loss_disc_real_5: 0.19838331639766693 (0.20681330051651614) | > loss_0: 2.3114066123962402 (2.225488785753914) | > grad_norm_0: tensor(28.6971, device='cuda:0') (tensor(24.6090, device='cuda:0')) | > loss_gen: 2.717045783996582 (2.7395101511542173) | > loss_kl: 1.8088330030441284 (1.706655221189407) | > loss_feat: 8.11534595489502 (8.124045129765795) | > loss_mel: 12.693262100219727 (13.058896335051022) | > loss_duration: 1.6999764442443848 (1.682537503420988) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.03446388244629 (27.311644345043813) | > grad_norm_1: tensor(149.4130, device='cuda:0') (tensor(480.9441, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8727 (0.8493031715964251) | > loader_time: 0.0101 (0.009618608709325125)  --> TIME: 2025-05-10 11:03:00 -- STEP: 237/725 -- GLOBAL_STEP: 233150 | > loss_disc: 2.130373954772949 (2.2225474541700354) | > loss_disc_real_0: 0.12730897963047028 (0.14263269666755254) | > loss_disc_real_1: 0.1916099339723587 (0.19188665696085758) | > loss_disc_real_2: 0.1864149570465088 (0.1890421914023187) | > loss_disc_real_3: 0.196351557970047 (0.20663193484398887) | > loss_disc_real_4: 0.2064632773399353 (0.19738994369023963) | > loss_disc_real_5: 0.20445050299167633 (0.2071487038447384) | > loss_0: 2.130373954772949 (2.2225474541700354) | > grad_norm_0: tensor(26.6271, device='cuda:0') (tensor(24.2062, device='cuda:0')) | > loss_gen: 2.7761902809143066 (2.741416845643571) | > loss_kl: 1.9244530200958252 (1.7068566114087649) | > loss_feat: 8.104345321655273 (8.132042699725309) | > loss_mel: 13.44111442565918 (13.069194890275787) | > loss_duration: 1.6658660173416138 (1.6827151448414799) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.911970138549805 (27.332226226098427) | > grad_norm_1: tensor(316.4402, device='cuda:0') (tensor(469.0089, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8323 (0.8503277321908042) | > loader_time: 0.0091 (0.009658965380382937)  --> TIME: 2025-05-10 11:03:43 -- STEP: 287/725 -- GLOBAL_STEP: 233200 | > loss_disc: 2.1611075401306152 (2.2226482181183562) | > loss_disc_real_0: 0.14923636615276337 (0.14219867505574477) | > loss_disc_real_1: 0.21859444677829742 (0.191777571724267) | > loss_disc_real_2: 0.21315686404705048 (0.1893859392986066) | > loss_disc_real_3: 0.18786251544952393 (0.20640836391299439) | > loss_disc_real_4: 0.159200519323349 (0.19753698179115398) | > loss_disc_real_5: 0.23425517976284027 (0.20735929651958188) | > loss_0: 2.1611075401306152 (2.2226482181183562) | > grad_norm_0: tensor(29.1455, device='cuda:0') (tensor(24.2936, device='cuda:0')) | > loss_gen: 2.8964078426361084 (2.7386599326382948) | > loss_kl: 1.7069566249847412 (1.7026772283095517) | > loss_feat: 9.159600257873535 (8.115920043573142) | > loss_mel: 14.413798332214355 (13.050608173064658) | > loss_duration: 1.6816020011901855 (1.682436478677942) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.858366012573242 (27.29030191773737) | > grad_norm_1: tensor(491.6217, device='cuda:0') (tensor(476.1831, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8072 (0.8486181393733008) | > loader_time: 0.0094 (0.009673577983204907)  --> TIME: 2025-05-10 11:04:26 -- STEP: 337/725 -- GLOBAL_STEP: 233250 | > loss_disc: 2.1847128868103027 (2.222775791448374) | > loss_disc_real_0: 0.1246488019824028 (0.14187652208684814) | > loss_disc_real_1: 0.18796320259571075 (0.19216490096968075) | > loss_disc_real_2: 0.17930489778518677 (0.1896615940580029) | > loss_disc_real_3: 0.20467984676361084 (0.20658494655916174) | > loss_disc_real_4: 0.1993149220943451 (0.19736824491964958) | > loss_disc_real_5: 0.2092801034450531 (0.20720763243624293) | > loss_0: 2.1847128868103027 (2.222775791448374) | > grad_norm_0: tensor(16.4088, device='cuda:0') (tensor(24.1212, device='cuda:0')) | > loss_gen: 2.7983202934265137 (2.7407776849559946) | > loss_kl: 1.7749462127685547 (1.70633226297022) | > loss_feat: 8.821751594543457 (8.110572333859407) | > loss_mel: 14.071043968200684 (13.047195782647293) | > loss_duration: 1.6612167358398438 (1.68157213625639) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.12727928161621 (27.28645024738255) | > grad_norm_1: tensor(440.2115, device='cuda:0') (tensor(477.9184, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8826 (0.8491554422972816) | > loader_time: 0.0098 (0.009675930798584339)  --> TIME: 2025-05-10 11:05:09 -- STEP: 387/725 -- GLOBAL_STEP: 233300 | > loss_disc: 2.3782382011413574 (2.2210175288740053) | > loss_disc_real_0: 0.12216251343488693 (0.1415197748777479) | > loss_disc_real_1: 0.21171998977661133 (0.1922374209461286) | > loss_disc_real_2: 0.21803924441337585 (0.18979826873741104) | > loss_disc_real_3: 0.2446838915348053 (0.2061122840689134) | > loss_disc_real_4: 0.19006432592868805 (0.1968754545739763) | > loss_disc_real_5: 0.1826995462179184 (0.20718031031986847) | > loss_0: 2.3782382011413574 (2.2210175288740053) | > grad_norm_0: tensor(9.0143, device='cuda:0') (tensor(24.0366, device='cuda:0')) | > loss_gen: 2.594684362411499 (2.745459596624054) | > loss_kl: 1.4317388534545898 (1.707311721119154) | > loss_feat: 7.092531204223633 (8.131659735696873) | > loss_mel: 11.738611221313477 (13.095984446601971) | > loss_duration: 1.7637040615081787 (1.6813272872328444) | > amp_scaler: 128.0 (243.4315245478036) | > loss_1: 24.62127113342285 (27.361742837792526) | > grad_norm_1: tensor(151.1889, device='cuda:0') (tensor(478.7370, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8687 (0.8493218477382215) | > loader_time: 0.0096 (0.009700356219782073)  --> TIME: 2025-05-10 11:05:52 -- STEP: 437/725 -- GLOBAL_STEP: 233350 | > loss_disc: 2.1621952056884766 (2.2188412341154944) | > loss_disc_real_0: 0.10243755578994751 (0.1412555783373268) | > loss_disc_real_1: 0.1851540356874466 (0.19229371402438228) | > loss_disc_real_2: 0.192928284406662 (0.1893884706347158) | > loss_disc_real_3: 0.19013036787509918 (0.20605231599895033) | > loss_disc_real_4: 0.19860108196735382 (0.1967571662819904) | > loss_disc_real_5: 0.22939157485961914 (0.2069579709994711) | > loss_0: 2.1621952056884766 (2.2188412341154944) | > grad_norm_0: tensor(18.3579, device='cuda:0') (tensor(24.1374, device='cuda:0')) | > loss_gen: 2.6943717002868652 (2.7463570312177015) | > loss_kl: 1.7518163919448853 (1.7061976693587666) | > loss_feat: 8.600639343261719 (8.142484541615838) | > loss_mel: 13.410645484924316 (13.104440959694733) | > loss_duration: 1.642315149307251 (1.6808558492420462) | > amp_scaler: 128.0 (230.22425629290618) | > loss_1: 28.099788665771484 (27.380336098048996) | > grad_norm_1: tensor(520.3697, device='cuda:0') (tensor(481.1701, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8912 (0.849606989177468) | > loader_time: 0.0096 (0.009702445167698626)  --> TIME: 2025-05-10 11:06:36 -- STEP: 487/725 -- GLOBAL_STEP: 233400 | > loss_disc: 2.3749022483825684 (2.2208509136763923) | > loss_disc_real_0: 0.1725395917892456 (0.14157837341698287) | > loss_disc_real_1: 0.2172814905643463 (0.192354935487193) | > loss_disc_real_2: 0.18595950305461884 (0.1891805879939998) | > loss_disc_real_3: 0.19605490565299988 (0.20592909222143632) | > loss_disc_real_4: 0.20756660401821136 (0.1967086760170406) | > loss_disc_real_5: 0.20500533282756805 (0.20728257944084535) | > loss_0: 2.3749022483825684 (2.2208509136763923) | > grad_norm_0: tensor(24.3378, device='cuda:0') (tensor(24.0003, device='cuda:0')) | > loss_gen: 2.593977928161621 (2.742844448931653) | > loss_kl: 1.8369771242141724 (1.7089793278206546) | > loss_feat: 6.8222880363464355 (8.127808863622198) | > loss_mel: 11.407885551452637 (13.082280180537484) | > loss_duration: 1.65218985080719 (1.681383037224442) | > amp_scaler: 128.0 (219.7289527720739) | > loss_1: 24.313318252563477 (27.34329591003042) | > grad_norm_1: tensor(188.7447, device='cuda:0') (tensor(478.2798, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.822 (0.8498916224532547) | > loader_time: 0.0092 (0.00970348048748666)  --> TIME: 2025-05-10 11:07:19 -- STEP: 537/725 -- GLOBAL_STEP: 233450 | > loss_disc: 2.18074107170105 (2.218792162793974) | > loss_disc_real_0: 0.10112791508436203 (0.1414698961171802) | > loss_disc_real_1: 0.1890590935945511 (0.1919118231457261) | > loss_disc_real_2: 0.17749208211898804 (0.18888891453627552) | > loss_disc_real_3: 0.2279415726661682 (0.20562888651364788) | > loss_disc_real_4: 0.18812114000320435 (0.19660337127786776) | > loss_disc_real_5: 0.18816477060317993 (0.2072501353766887) | > loss_0: 2.18074107170105 (2.218792162793974) | > grad_norm_0: tensor(17.1986, device='cuda:0') (tensor(23.8201, device='cuda:0')) | > loss_gen: 2.842078924179077 (2.745257592512021) | > loss_kl: 1.5000014305114746 (1.712844617317953) | > loss_feat: 9.426291465759277 (8.148299987977653) | > loss_mel: 14.50682544708252 (13.114430404464185) | > loss_duration: 1.698975920677185 (1.6820276573827586) | > amp_scaler: 128.0 (211.18808193668528) | > loss_1: 29.974172592163086 (27.402860307604683) | > grad_norm_1: tensor(342.3144, device='cuda:0') (tensor(477.6249, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8532 (0.8505225137181344) | > loader_time: 0.0091 (0.009688019086528755)  --> TIME: 2025-05-10 11:08:02 -- STEP: 587/725 -- GLOBAL_STEP: 233500 | > loss_disc: 2.1829020977020264 (2.219626030483277) | > loss_disc_real_0: 0.11417660862207413 (0.1416791474265785) | > loss_disc_real_1: 0.18778252601623535 (0.19206720539820865) | > loss_disc_real_2: 0.16445587575435638 (0.18911651622193035) | > loss_disc_real_3: 0.19866646826267242 (0.20548768336464235) | > loss_disc_real_4: 0.19270595908164978 (0.1967215962974542) | > loss_disc_real_5: 0.18032197654247284 (0.2071270668780783) | > loss_0: 2.1829020977020264 (2.219626030483277) | > grad_norm_0: tensor(10.0273, device='cuda:0') (tensor(23.9773, device='cuda:0')) | > loss_gen: 2.7329580783843994 (2.7455864931493217) | > loss_kl: 1.5782009363174438 (1.7143096401906703) | > loss_feat: 8.442030906677246 (8.14094120477289) | > loss_mel: 13.296688079833984 (13.10874948062929) | > loss_duration: 1.6752763986587524 (1.6816606013900786) | > amp_scaler: 128.0 (204.1022146507666) | > loss_1: 27.725154876708984 (27.391247461764138) | > grad_norm_1: tensor(390.6263, device='cuda:0') (tensor(479.0629, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8558 (0.8500551032045226) | > loader_time: 0.0095 (0.009700602526559124)  --> TIME: 2025-05-10 11:08:45 -- STEP: 637/725 -- GLOBAL_STEP: 233550 | > loss_disc: 2.1880035400390625 (2.220439082786463) | > loss_disc_real_0: 0.1298779845237732 (0.1420058755780128) | > loss_disc_real_1: 0.18197739124298096 (0.19236735010072237) | > loss_disc_real_2: 0.18191538751125336 (0.1893059736003682) | > loss_disc_real_3: 0.19398652017116547 (0.2053287004470077) | > loss_disc_real_4: 0.1997680962085724 (0.19696035756608204) | > loss_disc_real_5: 0.20353899896144867 (0.20686996825261622) | > loss_0: 2.1880035400390625 (2.220439082786463) | > grad_norm_0: tensor(28.0525, device='cuda:0') (tensor(23.9563, device='cuda:0')) | > loss_gen: 2.8047866821289062 (2.74617867567101) | > loss_kl: 1.844428300857544 (1.7148144325618655) | > loss_feat: 8.54404067993164 (8.147315980501032) | > loss_mel: 14.03341293334961 (13.120443110563317) | > loss_duration: 1.6517038345336914 (1.6815271385049146) | > amp_scaler: 128.0 (198.12872841444263) | > loss_1: 28.878372192382812 (27.41027936231773) | > grad_norm_1: tensor(458.7321, device='cuda:0') (tensor(475.2194, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8509 (0.849659015469873) | > loader_time: 0.0091 (0.009688142704626819)  --> TIME: 2025-05-10 11:09:28 -- STEP: 687/725 -- GLOBAL_STEP: 233600 | > loss_disc: 2.265235424041748 (2.2201372985409487) | > loss_disc_real_0: 0.1955949366092682 (0.14166244763604433) | > loss_disc_real_1: 0.19069057703018188 (0.1923970619143357) | > loss_disc_real_2: 0.2139669954776764 (0.1894308796702861) | > loss_disc_real_3: 0.22132323682308197 (0.20537845931372445) | > loss_disc_real_4: 0.20508743822574615 (0.19702252402923348) | > loss_disc_real_5: 0.1864609718322754 (0.2068864247467494) | > loss_0: 2.265235424041748 (2.2201372985409487) | > grad_norm_0: tensor(25.7515, device='cuda:0') (tensor(23.8154, device='cuda:0')) | > loss_gen: 2.805978775024414 (2.746345088992054) | > loss_kl: 1.8270567655563354 (1.714218237167536) | > loss_feat: 7.956872940063477 (8.149963445538514) | > loss_mel: 12.406757354736328 (13.127526106966288) | > loss_duration: 1.6851850748062134 (1.681558824696048) | > amp_scaler: 128.0 (193.02474526928674) | > loss_1: 26.68185043334961 (27.419611710127796) | > grad_norm_1: tensor(450.9453, device='cuda:0') (tensor(475.7564, device='cuda:0')) | > current_lr_0: 0.0001936525067756372 | > current_lr_1: 0.0001936525067756372 | > step_time: 0.8601 (0.8491012036713623) | > loader_time: 0.0103 (0.009668700733212571)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.196049928665161 (2.196049928665161) | > loss_disc_real_0: 0.09594744443893433 (0.09594744443893433) | > loss_disc_real_1: 0.16102851927280426 (0.16102851927280426) | > loss_disc_real_2: 0.1818677932024002 (0.1818677932024002) | > loss_disc_real_3: 0.23121076822280884 (0.23121076822280884) | > loss_disc_real_4: 0.26420852541923523 (0.26420852541923523) | > loss_disc_real_5: 0.24225710332393646 (0.24225710332393646) | > loss_0: 2.196049928665161 (2.196049928665161) | > loss_gen: 2.6690707206726074 (2.6690707206726074) | > loss_kl: 2.057655096054077 (2.057655096054077) | > loss_feat: 8.330735206604004 (8.330735206604004) | > loss_mel: 13.877429008483887 (13.877429008483887) | > loss_duration: 1.7048060894012451 (1.7048060894012451) | > loss_1: 28.63969612121582 (28.63969612121582)  --> STEP: 1 | > loss_disc: 2.1960785388946533 (2.1960785388946533) | > loss_disc_real_0: 0.09153512865304947 (0.09153512865304947) | > loss_disc_real_1: 0.1637684851884842 (0.1637684851884842) | > loss_disc_real_2: 0.18966330587863922 (0.18966330587863922) | > loss_disc_real_3: 0.2110532522201538 (0.2110532522201538) | > loss_disc_real_4: 0.2279510796070099 (0.2279510796070099) | > loss_disc_real_5: 0.2609807848930359 (0.2609807848930359) | > loss_0: 2.1960785388946533 (2.1960785388946533) | > loss_gen: 2.6179378032684326 (2.6179378032684326) | > loss_kl: 2.0230069160461426 (2.0230069160461426) | > loss_feat: 8.52122974395752 (8.52122974395752) | > loss_mel: 14.401963233947754 (14.401963233947754) | > loss_duration: 1.7835731506347656 (1.7835731506347656) | > loss_1: 29.34771156311035 (29.34771156311035)  --> STEP: 2 | > loss_disc: 2.1917970180511475 (2.1939377784729004) | > loss_disc_real_0: 0.10361764580011368 (0.09757638722658157) | > loss_disc_real_1: 0.15930655598640442 (0.1615375205874443) | > loss_disc_real_2: 0.19519217312335968 (0.19242773950099945) | > loss_disc_real_3: 0.21023936569690704 (0.21064630895853043) | > loss_disc_real_4: 0.23337163031101227 (0.23066135495901108) | > loss_disc_real_5: 0.26434510946273804 (0.26266294717788696) | > loss_0: 2.1917970180511475 (2.1939377784729004) | > loss_gen: 2.6440882682800293 (2.631013035774231) | > loss_kl: 1.9029130935668945 (1.9629600048065186) | > loss_feat: 7.586381912231445 (8.053805828094482) | > loss_mel: 13.559924125671387 (13.98094367980957) | > loss_duration: 1.843968152999878 (1.8137706518173218) | > loss_1: 27.537275314331055 (28.442493438720703)  --> STEP: 3 | > loss_disc: 2.214027166366577 (2.200634241104126) | > loss_disc_real_0: 0.09076786041259766 (0.09530687828858693) | > loss_disc_real_1: 0.1815202832221985 (0.1681984414656957) | > loss_disc_real_2: 0.17214979231357574 (0.18566842377185822) | > loss_disc_real_3: 0.20464372634887695 (0.20864544808864594) | > loss_disc_real_4: 0.24695979058742523 (0.23609416683514914) | > loss_disc_real_5: 0.25923824310302734 (0.2615213791529338) | > loss_0: 2.214027166366577 (2.200634241104126) | > loss_gen: 2.5922250747680664 (2.6180837154388428) | > loss_kl: 2.04240345954895 (1.989441156387329) | > loss_feat: 7.727048397064209 (7.944886684417725) | > loss_mel: 13.332793235778809 (13.764893531799316) | > loss_duration: 1.806335687637329 (1.811292330423991) | > loss_1: 27.500804901123047 (28.128597259521484)  --> STEP: 4 | > loss_disc: 2.3647797107696533 (2.241670608520508) | > loss_disc_real_0: 0.09836868941783905 (0.09607233107089996) | > loss_disc_real_1: 0.17942598462104797 (0.17100532725453377) | > loss_disc_real_2: 0.1803247034549713 (0.1843324936926365) | > loss_disc_real_3: 0.2029954493045807 (0.20723294839262962) | > loss_disc_real_4: 0.25134938955307007 (0.23990797251462936) | > loss_disc_real_5: 0.24764953553676605 (0.25805341824889183) | > loss_0: 2.3647797107696533 (2.241670608520508) | > loss_gen: 2.2883894443511963 (2.535660147666931) | > loss_kl: 1.8880431652069092 (1.9640916585922241) | > loss_feat: 7.424553394317627 (7.8148033618927) | > loss_mel: 12.869833946228027 (13.541128635406494) | > loss_duration: 1.746292233467102 (1.7950423061847687) | > loss_1: 26.217111587524414 (27.650725841522217) --> EVAL PERFORMANCE | > avg_loader_time: 0.2829171419143677 (-0.0008384585380554199) | > avg_loss_disc: 2.241670608520508 (-0.10382485389709473) | > avg_loss_disc_real_0: 0.09607233107089996 (-0.05540677532553673) | > avg_loss_disc_real_1: 0.17100532725453377 (+0.009085692465305328) | > avg_loss_disc_real_2: 0.1843324936926365 (+0.038064152002334595) | > avg_loss_disc_real_3: 0.20723294839262962 (+0.04655703529715538) | > avg_loss_disc_real_4: 0.23990797251462936 (+0.02933216094970703) | > avg_loss_disc_real_5: 0.25805341824889183 (+0.037844218313694) | > avg_loss_0: 2.241670608520508 (-0.10382485389709473) | > avg_loss_gen: 2.535660147666931 (+0.31914663314819336) | > avg_loss_kl: 1.9640916585922241 (+0.044168055057525635) | > avg_loss_feat: 7.8148033618927 (-0.6192374229431152) | > avg_loss_mel: 13.541128635406494 (-0.4703094959259033) | > avg_loss_duration: 1.7950423061847687 (-0.007824063301086426) | > avg_loss_1: 27.650725841522217 (-0.7340569496154785)  > EPOCH: 259/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 11:10:07)   --> TIME: 2025-05-10 11:10:19 -- STEP: 12/725 -- GLOBAL_STEP: 233650 | > loss_disc: 2.248443126678467 (2.2707392970720925) | > loss_disc_real_0: 0.09446604549884796 (0.14141256051758924) | > loss_disc_real_1: 0.20037077367305756 (0.19821771358450255) | > loss_disc_real_2: 0.21328766644001007 (0.1975890782972177) | > loss_disc_real_3: 0.21609660983085632 (0.20841216668486595) | > loss_disc_real_4: 0.2226715385913849 (0.20448938012123108) | > loss_disc_real_5: 0.15736261010169983 (0.20589752619465193) | > loss_0: 2.248443126678467 (2.2707392970720925) | > grad_norm_0: tensor(23.2470, device='cuda:0') (tensor(25.6177, device='cuda:0')) | > loss_gen: 2.8336071968078613 (2.7266869147618613) | > loss_kl: 1.7600891590118408 (1.719410479068756) | > loss_feat: 8.477314949035645 (7.8115889231363935) | > loss_mel: 13.356247901916504 (12.838485161463419) | > loss_duration: 1.7002720832824707 (1.6812146604061127) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.12752914428711 (26.777385870615642) | > grad_norm_1: tensor(475.1619, device='cuda:0') (tensor(473.0198, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.866 (0.8347809116045634) | > loader_time: 0.0086 (0.009965717792510986)  --> TIME: 2025-05-10 11:11:03 -- STEP: 62/725 -- GLOBAL_STEP: 233700 | > loss_disc: 2.2842748165130615 (2.225382516461035) | > loss_disc_real_0: 0.08860037475824356 (0.14323906336099868) | > loss_disc_real_1: 0.19446712732315063 (0.194088943783314) | > loss_disc_real_2: 0.2209467589855194 (0.19014803344203582) | > loss_disc_real_3: 0.20275631546974182 (0.20568847439942822) | > loss_disc_real_4: 0.19800929725170135 (0.1980235511737485) | > loss_disc_real_5: 0.19502529501914978 (0.20347217157963784) | > loss_0: 2.2842748165130615 (2.225382516461035) | > grad_norm_0: tensor(20.1197, device='cuda:0') (tensor(25.8677, device='cuda:0')) | > loss_gen: 2.6523845195770264 (2.760614295159616) | > loss_kl: 1.6815910339355469 (1.7491723029844222) | > loss_feat: 7.077016353607178 (8.18412483123041) | > loss_mel: 13.045663833618164 (13.243252831120644) | > loss_duration: 1.7097433805465698 (1.6765032468303558) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.166399002075195 (27.613667457334458) | > grad_norm_1: tensor(423.5042, device='cuda:0') (tensor(489.9944, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8421 (0.8517290084592758) | > loader_time: 0.0096 (0.009827471548511133)  --> TIME: 2025-05-10 11:11:47 -- STEP: 112/725 -- GLOBAL_STEP: 233750 | > loss_disc: 2.1560583114624023 (2.218289062380791) | > loss_disc_real_0: 0.12082134187221527 (0.140635940312807) | > loss_disc_real_1: 0.1743362993001938 (0.192842798307538) | > loss_disc_real_2: 0.16678054630756378 (0.18904513400048023) | > loss_disc_real_3: 0.192070871591568 (0.20482478982635907) | > loss_disc_real_4: 0.18878285586833954 (0.19645679502614904) | > loss_disc_real_5: 0.22269737720489502 (0.20646533582891738) | > loss_0: 2.1560583114624023 (2.218289062380791) | > grad_norm_0: tensor(32.1790, device='cuda:0') (tensor(24.4239, device='cuda:0')) | > loss_gen: 2.876981735229492 (2.7641955550227837) | > loss_kl: 1.6638078689575195 (1.7125319551144327) | > loss_feat: 8.431397438049316 (8.269098324435097) | > loss_mel: 12.377500534057617 (13.28408191033772) | > loss_duration: 1.69785475730896 (1.6812863126397133) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.047542572021484 (27.711193953241622) | > grad_norm_1: tensor(610.5405, device='cuda:0') (tensor(488.8624, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8359 (0.8556589760950634) | > loader_time: 0.0096 (0.00970145634242466)  --> TIME: 2025-05-10 11:12:30 -- STEP: 162/725 -- GLOBAL_STEP: 233800 | > loss_disc: 2.2569122314453125 (2.2143583179991935) | > loss_disc_real_0: 0.10168979316949844 (0.14053860039990623) | > loss_disc_real_1: 0.22473667562007904 (0.19229814658562341) | > loss_disc_real_2: 0.20050238072872162 (0.1886317197371413) | > loss_disc_real_3: 0.19447140395641327 (0.20484386329297666) | > loss_disc_real_4: 0.15078391134738922 (0.19680793463815882) | > loss_disc_real_5: 0.2229641079902649 (0.20593348265062145) | > loss_0: 2.2569122314453125 (2.2143583179991935) | > grad_norm_0: tensor(22.4867, device='cuda:0') (tensor(24.3740, device='cuda:0')) | > loss_gen: 2.8773796558380127 (2.765127797185638) | > loss_kl: 1.6821444034576416 (1.722114395948104) | > loss_feat: 9.035392761230469 (8.297227579870341) | > loss_mel: 14.093230247497559 (13.292227862793723) | > loss_duration: 1.6380022764205933 (1.6811908071423762) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.32615089416504 (27.75788837009006) | > grad_norm_1: tensor(661.3929, device='cuda:0') (tensor(494.2434, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8434 (0.8535376286800996) | > loader_time: 0.0099 (0.009811595634177876)  --> TIME: 2025-05-10 11:13:13 -- STEP: 212/725 -- GLOBAL_STEP: 233850 | > loss_disc: 2.2667107582092285 (2.213770954676396) | > loss_disc_real_0: 0.15185467898845673 (0.14078022838341736) | > loss_disc_real_1: 0.19497069716453552 (0.19248854882031116) | > loss_disc_real_2: 0.21092566847801208 (0.1893633149985998) | > loss_disc_real_3: 0.22811728715896606 (0.2044554647269114) | > loss_disc_real_4: 0.20430029928684235 (0.1964675898681272) | > loss_disc_real_5: 0.19263435900211334 (0.20576825182674066) | > loss_0: 2.2667107582092285 (2.213770954676396) | > grad_norm_0: tensor(23.7674, device='cuda:0') (tensor(24.1301, device='cuda:0')) | > loss_gen: 2.5962183475494385 (2.7699633521853735) | > loss_kl: 1.583749532699585 (1.7187310086106353) | > loss_feat: 8.466404914855957 (8.298574760275063) | > loss_mel: 13.095970153808594 (13.303457125177923) | > loss_duration: 1.6994282007217407 (1.682508637320321) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.4417724609375 (27.773234889192402) | > grad_norm_1: tensor(127.4521, device='cuda:0') (tensor(489.6448, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8439 (0.8528867993714675) | > loader_time: 0.0098 (0.009802134531848828)  --> TIME: 2025-05-10 11:13:56 -- STEP: 262/725 -- GLOBAL_STEP: 233900 | > loss_disc: 2.2284932136535645 (2.2169626983067476) | > loss_disc_real_0: 0.1181001216173172 (0.14162227659280058) | > loss_disc_real_1: 0.2029966115951538 (0.19267770557003167) | > loss_disc_real_2: 0.20823653042316437 (0.18986021408825435) | > loss_disc_real_3: 0.18977127969264984 (0.20469404029027197) | > loss_disc_real_4: 0.21229146420955658 (0.19678216399127293) | > loss_disc_real_5: 0.22856907546520233 (0.20582316150419586) | > loss_0: 2.2284932136535645 (2.2169626983067476) | > grad_norm_0: tensor(28.4145, device='cuda:0') (tensor(23.8043, device='cuda:0')) | > loss_gen: 2.8063180446624756 (2.7695324521028346) | > loss_kl: 1.5958510637283325 (1.7147703907871974) | > loss_feat: 8.374317169189453 (8.299385438438593) | > loss_mel: 13.437834739685059 (13.312090986557589) | > loss_duration: 1.6818115711212158 (1.6833929201118822) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.896133422851562 (27.779172176623163) | > grad_norm_1: tensor(749.8469, device='cuda:0') (tensor(489.7047, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8936 (0.8522571707499846) | > loader_time: 0.0098 (0.009771363425800811)  --> TIME: 2025-05-10 11:14:40 -- STEP: 312/725 -- GLOBAL_STEP: 233950 | > loss_disc: 2.295438766479492 (2.216820713037101) | > loss_disc_real_0: 0.1456785947084427 (0.14149065776608685) | > loss_disc_real_1: 0.18163363635540009 (0.19324895424338487) | > loss_disc_real_2: 0.1838269829750061 (0.19003317323632726) | > loss_disc_real_3: 0.17113178968429565 (0.20462690847806442) | > loss_disc_real_4: 0.17500673234462738 (0.19673004154211438) | > loss_disc_real_5: 0.21312059462070465 (0.20566482020494276) | > loss_0: 2.295438766479492 (2.216820713037101) | > grad_norm_0: tensor(21.8141, device='cuda:0') (tensor(24.0021, device='cuda:0')) | > loss_gen: 2.4976000785827637 (2.7672267884780193) | > loss_kl: 1.766003131866455 (1.7118844779638143) | > loss_feat: 7.502311706542969 (8.29195823119237) | > loss_mel: 12.643627166748047 (13.301516523727997) | > loss_duration: 1.681181788444519 (1.6826694023150672) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.090723037719727 (27.755255411832756) | > grad_norm_1: tensor(266.2838, device='cuda:0') (tensor(495.6550, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8382 (0.8523495953816634) | > loader_time: 0.0111 (0.009806217291416256)  --> TIME: 2025-05-10 11:15:23 -- STEP: 362/725 -- GLOBAL_STEP: 234000 | > loss_disc: 2.1698031425476074 (2.216465816972007) | > loss_disc_real_0: 0.1387522667646408 (0.14144524287699992) | > loss_disc_real_1: 0.195972740650177 (0.19306155668767117) | > loss_disc_real_2: 0.20132945477962494 (0.19007374148671807) | > loss_disc_real_3: 0.2041015625 (0.20486403697103425) | > loss_disc_real_4: 0.16889019310474396 (0.19694975578323912) | > loss_disc_real_5: 0.21879957616329193 (0.20551085467990599) | > loss_0: 2.1698031425476074 (2.216465816972007) | > grad_norm_0: tensor(25.3581, device='cuda:0') (tensor(23.9562, device='cuda:0')) | > loss_gen: 2.765354633331299 (2.766098679099949) | > loss_kl: 1.7223387956619263 (1.7124136837806492) | > loss_feat: 8.1386137008667 (8.25601876769936) | > loss_mel: 13.21519660949707 (13.252300702405893) | > loss_duration: 1.6176482439041138 (1.681348636334773) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.459152221679688 (27.668180481504994) | > grad_norm_1: tensor(574.2785, device='cuda:0') (tensor(495.7195, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8397 (0.8527731664931577) | > loader_time: 0.0092 (0.009791626456034106) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_234000.pth  --> TIME: 2025-05-10 11:16:09 -- STEP: 412/725 -- GLOBAL_STEP: 234050 | > loss_disc: 2.2865664958953857 (2.2142076237687793) | > loss_disc_real_0: 0.1257306933403015 (0.1413464007844914) | > loss_disc_real_1: 0.200147807598114 (0.19285489137745598) | > loss_disc_real_2: 0.18296894431114197 (0.18992941978487002) | > loss_disc_real_3: 0.21213994920253754 (0.20470165945951221) | > loss_disc_real_4: 0.2487918734550476 (0.19670140811974562) | > loss_disc_real_5: 0.21535342931747437 (0.20502966873854117) | > loss_0: 2.2865664958953857 (2.2142076237687793) | > grad_norm_0: tensor(15.0157, device='cuda:0') (tensor(23.7857, device='cuda:0')) | > loss_gen: 2.598247766494751 (2.7682442942869283) | > loss_kl: 1.7867530584335327 (1.7117163350859892) | > loss_feat: 7.590485095977783 (8.250031849713006) | > loss_mel: 12.216533660888672 (13.242847560678866) | > loss_duration: 1.6879216432571411 (1.6814204084063045) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.879941940307617 (27.654260459455468) | > grad_norm_1: tensor(433.8708, device='cuda:0') (tensor(498.1129, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8406 (0.8513846437907914) | > loader_time: 0.0096 (0.00974568811435143)  --> TIME: 2025-05-10 11:16:51 -- STEP: 462/725 -- GLOBAL_STEP: 234100 | > loss_disc: 2.250960111618042 (2.2129877872797326) | > loss_disc_real_0: 0.13049444556236267 (0.14151878287265846) | > loss_disc_real_1: 0.18887947499752045 (0.19281311391235947) | > loss_disc_real_2: 0.20360100269317627 (0.18956587002390912) | > loss_disc_real_3: 0.1999080330133438 (0.20458195145641053) | > loss_disc_real_4: 0.1925152689218521 (0.19642830459457455) | > loss_disc_real_5: 0.19969870150089264 (0.20498636910022602) | > loss_0: 2.250960111618042 (2.2129877872797326) | > grad_norm_0: tensor(31.2683, device='cuda:0') (tensor(23.6956, device='cuda:0')) | > loss_gen: 2.6336278915405273 (2.7653259869777767) | > loss_kl: 1.728735089302063 (1.7120384963559898) | > loss_feat: 8.177331924438477 (8.250206391016638) | > loss_mel: 12.436768531799316 (13.216725555849278) | > loss_duration: 1.727978229522705 (1.6810699760655825) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.70444107055664 (27.62536643800281) | > grad_norm_1: tensor(660.3566, device='cuda:0') (tensor(495.3384, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.7862 (0.8502649739707188) | > loader_time: 0.0095 (0.009733762059892919)  --> TIME: 2025-05-10 11:17:34 -- STEP: 512/725 -- GLOBAL_STEP: 234150 | > loss_disc: 2.204261302947998 (2.2139011165127167) | > loss_disc_real_0: 0.1757088154554367 (0.1416714777005838) | > loss_disc_real_1: 0.1915549784898758 (0.1928150752792135) | > loss_disc_real_2: 0.20553302764892578 (0.1895659194560722) | > loss_disc_real_3: 0.2170845866203308 (0.20472030679229647) | > loss_disc_real_4: 0.20457331836223602 (0.19629149269894697) | > loss_disc_real_5: 0.21153469383716583 (0.20546337033738388) | > loss_0: 2.204261302947998 (2.2139011165127167) | > grad_norm_0: tensor(15.7112, device='cuda:0') (tensor(23.5657, device='cuda:0')) | > loss_gen: 2.788717746734619 (2.7638314226642224) | > loss_kl: 1.759674072265625 (1.7138336908537894) | > loss_feat: 7.251010894775391 (8.239376325160263) | > loss_mel: 11.794827461242676 (13.210995852947232) | > loss_duration: 1.62682044506073 (1.6817323206923906) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.22104835510254 (27.609769649803635) | > grad_norm_1: tensor(215.7551, device='cuda:0') (tensor(493.2928, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8442 (0.8489447073079646) | > loader_time: 0.0094 (0.009718148503452533)  --> TIME: 2025-05-10 11:18:17 -- STEP: 562/725 -- GLOBAL_STEP: 234200 | > loss_disc: 2.2767090797424316 (2.212598753145158) | > loss_disc_real_0: 0.22876301407814026 (0.1412587804567349) | > loss_disc_real_1: 0.20367135107517242 (0.19256498136978561) | > loss_disc_real_2: 0.20551517605781555 (0.18931856952952325) | > loss_disc_real_3: 0.21476028859615326 (0.20469468476721397) | > loss_disc_real_4: 0.2304643988609314 (0.19620784883821557) | > loss_disc_real_5: 0.2225138545036316 (0.20553430342165185) | > loss_0: 2.2767090797424316 (2.212598753145158) | > grad_norm_0: tensor(25.1447, device='cuda:0') (tensor(23.7025, device='cuda:0')) | > loss_gen: 2.941523790359497 (2.766534353066167) | > loss_kl: 1.653357982635498 (1.7169626876976989) | > loss_feat: 8.292901992797852 (8.248430507463064) | > loss_mel: 12.519814491271973 (13.230219825731046) | > loss_duration: 1.6520681381225586 (1.681747130864032) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.059669494628906 (27.64389454851796) | > grad_norm_1: tensor(505.7591, device='cuda:0') (tensor(493.4158, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8765 (0.8480266803524249) | > loader_time: 0.0095 (0.009720629220331258)  --> TIME: 2025-05-10 11:18:59 -- STEP: 612/725 -- GLOBAL_STEP: 234250 | > loss_disc: 2.0355706214904785 (2.2109323288100993) | > loss_disc_real_0: 0.13678918778896332 (0.14118144286224288) | > loss_disc_real_1: 0.1863723248243332 (0.1925367482883089) | > loss_disc_real_2: 0.19662460684776306 (0.18916800148249463) | > loss_disc_real_3: 0.2026267647743225 (0.2046692014909258) | > loss_disc_real_4: 0.18615788221359253 (0.19615835170535467) | > loss_disc_real_5: 0.1872960925102234 (0.2051735792576878) | > loss_0: 2.0355706214904785 (2.2109323288100993) | > grad_norm_0: tensor(37.9778, device='cuda:0') (tensor(23.7868, device='cuda:0')) | > loss_gen: 2.9546873569488525 (2.7678225994889227) | > loss_kl: 1.6456799507141113 (1.719215497082355) | > loss_feat: 10.062226295471191 (8.265886464929267) | > loss_mel: 15.257570266723633 (13.252973274467807) | > loss_duration: 1.5981156826019287 (1.6813447911754935) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.518280029296875 (27.68724265441397) | > grad_norm_1: tensor(698.3028, device='cuda:0') (tensor(494.1852, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8135 (0.8477044109425513) | > loader_time: 0.0089 (0.009705680647706669)  --> TIME: 2025-05-10 11:19:42 -- STEP: 662/725 -- GLOBAL_STEP: 234300 | > loss_disc: 1.9487509727478027 (2.2110666436371123) | > loss_disc_real_0: 0.10183026641607285 (0.14102758721552602) | > loss_disc_real_1: 0.17896853387355804 (0.19245012178791973) | > loss_disc_real_2: 0.16754676401615143 (0.1890522585309525) | > loss_disc_real_3: 0.19178128242492676 (0.20488476435853628) | > loss_disc_real_4: 0.1687367707490921 (0.19615566372601273) | > loss_disc_real_5: 0.1590953767299652 (0.2054921803472626) | > loss_0: 1.9487509727478027 (2.2110666436371123) | > grad_norm_0: tensor(26.6874, device='cuda:0') (tensor(23.8630, device='cuda:0')) | > loss_gen: 3.1618850231170654 (2.7669268176634834) | > loss_kl: 1.726976990699768 (1.720719507093516) | > loss_feat: 9.99267864227295 (8.261745785658452) | > loss_mel: 15.103130340576172 (13.242167945354721) | > loss_duration: 1.6912422180175781 (1.681722081499878) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.675912857055664 (27.673282150775655) | > grad_norm_1: tensor(663.1451, device='cuda:0') (tensor(495.8190, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8681 (0.8473050356631553) | > loader_time: 0.0101 (0.00969469907420639)  --> TIME: 2025-05-10 11:20:25 -- STEP: 712/725 -- GLOBAL_STEP: 234350 | > loss_disc: 2.322162389755249 (2.211907167448087) | > loss_disc_real_0: 0.21481743454933167 (0.14108005035250062) | > loss_disc_real_1: 0.2156275510787964 (0.1925794900175226) | > loss_disc_real_2: 0.2200624793767929 (0.18924088083375043) | > loss_disc_real_3: 0.21987806260585785 (0.20490135828012154) | > loss_disc_real_4: 0.19967056810855865 (0.1962663802538024) | > loss_disc_real_5: 0.2118353694677353 (0.2055087236457327) | > loss_0: 2.322162389755249 (2.211907167448087) | > grad_norm_0: tensor(29.7527, device='cuda:0') (tensor(23.8054, device='cuda:0')) | > loss_gen: 2.6900272369384766 (2.7652177305034) | > loss_kl: 1.606155276298523 (1.7197091648083054) | > loss_feat: 7.656538009643555 (8.24750785144527) | > loss_mel: 12.374249458312988 (13.220021748810666) | > loss_duration: 1.6773688793182373 (1.6811345241377866) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.00433921813965 (27.633591035778615) | > grad_norm_1: tensor(516.5286, device='cuda:0') (tensor(495.8064, device='cuda:0')) | > current_lr_0: 0.00019362830021229025 | > current_lr_1: 0.00019362830021229025 | > step_time: 0.8165 (0.8473218013061566) | > loader_time: 0.0095 (0.009689696049422351)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1115705966949463 (2.1115705966949463) | > loss_disc_real_0: 0.1321675330400467 (0.1321675330400467) | > loss_disc_real_1: 0.14874251186847687 (0.14874251186847687) | > loss_disc_real_2: 0.21525898575782776 (0.21525898575782776) | > loss_disc_real_3: 0.25838062167167664 (0.25838062167167664) | > loss_disc_real_4: 0.23180124163627625 (0.23180124163627625) | > loss_disc_real_5: 0.25724273920059204 (0.25724273920059204) | > loss_0: 2.1115705966949463 (2.1115705966949463) | > loss_gen: 3.1451351642608643 (3.1451351642608643) | > loss_kl: 2.103083372116089 (2.103083372116089) | > loss_feat: 10.024224281311035 (10.024224281311035) | > loss_mel: 15.946054458618164 (15.946054458618164) | > loss_duration: 1.6840481758117676 (1.6840481758117676) | > loss_1: 32.90254592895508 (32.90254592895508)  --> STEP: 1 | > loss_disc: 2.3176443576812744 (2.3176443576812744) | > loss_disc_real_0: 0.14315003156661987 (0.14315003156661987) | > loss_disc_real_1: 0.19269660115242004 (0.19269660115242004) | > loss_disc_real_2: 0.23306520283222198 (0.23306520283222198) | > loss_disc_real_3: 0.25262388586997986 (0.25262388586997986) | > loss_disc_real_4: 0.24296578764915466 (0.24296578764915466) | > loss_disc_real_5: 0.2442496418952942 (0.2442496418952942) | > loss_0: 2.3176443576812744 (2.3176443576812744) | > loss_gen: 2.726346015930176 (2.726346015930176) | > loss_kl: 1.9695169925689697 (1.9695169925689697) | > loss_feat: 6.660655975341797 (6.660655975341797) | > loss_mel: 12.257240295410156 (12.257240295410156) | > loss_duration: 1.781381368637085 (1.781381368637085) | > loss_1: 25.395139694213867 (25.395139694213867)  --> STEP: 2 | > loss_disc: 2.1977739334106445 (2.2577091455459595) | > loss_disc_real_0: 0.14743202924728394 (0.1452910304069519) | > loss_disc_real_1: 0.16147787868976593 (0.177087239921093) | > loss_disc_real_2: 0.23750227689743042 (0.2352837398648262) | > loss_disc_real_3: 0.26456594467163086 (0.25859491527080536) | > loss_disc_real_4: 0.23072686791419983 (0.23684632778167725) | > loss_disc_real_5: 0.2370889037847519 (0.24066927284002304) | > loss_0: 2.1977739334106445 (2.2577091455459595) | > loss_gen: 2.9315857887268066 (2.828965902328491) | > loss_kl: 1.8955625295639038 (1.9325397610664368) | > loss_feat: 8.436059951782227 (7.548357963562012) | > loss_mel: 14.297016143798828 (13.277128219604492) | > loss_duration: 1.8557956218719482 (1.8185884952545166) | > loss_1: 29.416019439697266 (27.405579566955566)  --> STEP: 3 | > loss_disc: 2.2748379707336426 (2.263418753941854) | > loss_disc_real_0: 0.1357029527425766 (0.1420950045188268) | > loss_disc_real_1: 0.19623948633670807 (0.18347132205963135) | > loss_disc_real_2: 0.2163974791765213 (0.22898831963539124) | > loss_disc_real_3: 0.23641826212406158 (0.2512026975552241) | > loss_disc_real_4: 0.24833138287067413 (0.24067467947800955) | > loss_disc_real_5: 0.2396366000175476 (0.24032504856586456) | > loss_0: 2.2748379707336426 (2.263418753941854) | > loss_gen: 2.723487615585327 (2.793806473414103) | > loss_kl: 2.0158474445343018 (1.9603089888890584) | > loss_feat: 7.802541255950928 (7.63308572769165) | > loss_mel: 13.200752258300781 (13.251669565836588) | > loss_duration: 1.817584753036499 (1.8182539145151775) | > loss_1: 27.56021499633789 (27.457124710083008)  --> STEP: 4 | > loss_disc: 2.219665050506592 (2.2524803280830383) | > loss_disc_real_0: 0.10644491761922836 (0.1331824827939272) | > loss_disc_real_1: 0.1667063981294632 (0.1792800910770893) | > loss_disc_real_2: 0.20985716581344604 (0.22420553117990494) | > loss_disc_real_3: 0.25464099645614624 (0.25206227228045464) | > loss_disc_real_4: 0.22457832098007202 (0.23665058985352516) | > loss_disc_real_5: 0.2665531039237976 (0.24688206240534782) | > loss_0: 2.219665050506592 (2.2524803280830383) | > loss_gen: 2.8151586055755615 (2.7991445064544678) | > loss_kl: 1.8917697668075562 (1.9431741833686829) | > loss_feat: 10.084220886230469 (8.245869517326355) | > loss_mel: 15.67684268951416 (13.857962846755981) | > loss_duration: 1.7577565908432007 (1.8031295835971832) | > loss_1: 32.225746154785156 (28.649280071258545) --> EVAL PERFORMANCE | > avg_loader_time: 0.28043752908706665 (-0.0024796128273010254) | > avg_loss_disc: 2.2524803280830383 (+0.010809719562530518) | > avg_loss_disc_real_0: 0.1331824827939272 (+0.03711015172302723) | > avg_loss_disc_real_1: 0.1792800910770893 (+0.008274763822555542) | > avg_loss_disc_real_2: 0.22420553117990494 (+0.03987303748726845) | > avg_loss_disc_real_3: 0.25206227228045464 (+0.04482932388782501) | > avg_loss_disc_real_4: 0.23665058985352516 (-0.0032573826611042023) | > avg_loss_disc_real_5: 0.24688206240534782 (-0.011171355843544006) | > avg_loss_0: 2.2524803280830383 (+0.010809719562530518) | > avg_loss_gen: 2.7991445064544678 (+0.2634843587875366) | > avg_loss_kl: 1.9431741833686829 (-0.02091747522354126) | > avg_loss_feat: 8.245869517326355 (+0.4310661554336548) | > avg_loss_mel: 13.857962846755981 (+0.3168342113494873) | > avg_loss_duration: 1.8031295835971832 (+0.00808727741241455) | > avg_loss_1: 28.649280071258545 (+0.9985542297363281)  > EPOCH: 260/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 11:20:42)   --> TIME: 2025-05-10 11:21:16 -- STEP: 37/725 -- GLOBAL_STEP: 234400 | > loss_disc: 2.0628368854522705 (2.2078090873924463) | > loss_disc_real_0: 0.12179946899414062 (0.13759661324926326) | > loss_disc_real_1: 0.1919383555650711 (0.19267887440887657) | > loss_disc_real_2: 0.1573459357023239 (0.19039884048539238) | > loss_disc_real_3: 0.19054098427295685 (0.20467358344310038) | > loss_disc_real_4: 0.1880372017621994 (0.19567588736882077) | > loss_disc_real_5: 0.1801796406507492 (0.20832162934380608) | > loss_0: 2.0628368854522705 (2.2078090873924463) | > grad_norm_0: tensor(21.2868, device='cuda:0') (tensor(20.8943, device='cuda:0')) | > loss_gen: 3.0690999031066895 (2.7552786388912716) | > loss_kl: 1.5731616020202637 (1.7316773066649567) | > loss_feat: 9.538651466369629 (8.133671837884025) | > loss_mel: 13.965107917785645 (13.225468145834434) | > loss_duration: 1.6652765274047852 (1.6752676222775433) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.811294555664062 (27.521363284136797) | > grad_norm_1: tensor(670.5109, device='cuda:0') (tensor(509.2182, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8621 (0.8460841436643858) | > loader_time: 0.0096 (0.010170395309860641)  --> TIME: 2025-05-10 11:22:00 -- STEP: 87/725 -- GLOBAL_STEP: 234450 | > loss_disc: 2.237657308578491 (2.206064607905245) | > loss_disc_real_0: 0.1331261396408081 (0.1386945088361872) | > loss_disc_real_1: 0.19028782844543457 (0.1926462520128009) | > loss_disc_real_2: 0.173198863863945 (0.1893278209642432) | > loss_disc_real_3: 0.18193508684635162 (0.2046163500040427) | > loss_disc_real_4: 0.2140704095363617 (0.19541196011263748) | > loss_disc_real_5: 0.22390428185462952 (0.20838343686070934) | > loss_0: 2.237657308578491 (2.206064607905245) | > grad_norm_0: tensor(20.9462, device='cuda:0') (tensor(23.0077, device='cuda:0')) | > loss_gen: 2.65693998336792 (2.7680559624200587) | > loss_kl: 1.7516387701034546 (1.736338681188123) | > loss_feat: 7.561795711517334 (8.263691798023793) | > loss_mel: 12.9690523147583 (13.277180858042048) | > loss_duration: 1.6391468048095703 (1.6769181736584367) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.57857322692871 (27.722185332199622) | > grad_norm_1: tensor(450.8142, device='cuda:0') (tensor(502.0613, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8155 (0.8474551973671752) | > loader_time: 0.0092 (0.009956828479109137)  --> TIME: 2025-05-10 11:22:43 -- STEP: 137/725 -- GLOBAL_STEP: 234500 | > loss_disc: 2.151198148727417 (2.2053310157608803) | > loss_disc_real_0: 0.1701246201992035 (0.14070284301347105) | > loss_disc_real_1: 0.15451189875602722 (0.19162503189414087) | > loss_disc_real_2: 0.14623422920703888 (0.18840129075259185) | > loss_disc_real_3: 0.20550651848316193 (0.2042868588745159) | > loss_disc_real_4: 0.1821872889995575 (0.19634359291870232) | > loss_disc_real_5: 0.25157228112220764 (0.2063128128103966) | > loss_0: 2.151198148727417 (2.2053310157608803) | > grad_norm_0: tensor(43.3557, device='cuda:0') (tensor(24.5605, device='cuda:0')) | > loss_gen: 3.029902935028076 (2.7688807379590337) | > loss_kl: 1.6940792798995972 (1.735222330928719) | > loss_feat: 10.756712913513184 (8.243234947650105) | > loss_mel: 15.0105562210083 (13.15268735816009) | > loss_duration: 1.6815394163131714 (1.6782433751725803) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.17279052734375 (27.578268775104608) | > grad_norm_1: tensor(625.9781, device='cuda:0') (tensor(503.9347, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8195 (0.8511396515978515) | > loader_time: 0.0095 (0.009824996447041084)  --> TIME: 2025-05-10 11:23:26 -- STEP: 187/725 -- GLOBAL_STEP: 234550 | > loss_disc: 2.2650399208068848 (2.2098401498029565) | > loss_disc_real_0: 0.12476801872253418 (0.1410826906402481) | > loss_disc_real_1: 0.19028207659721375 (0.19168965645971153) | > loss_disc_real_2: 0.178427591919899 (0.18878038522393942) | > loss_disc_real_3: 0.21069584786891937 (0.20489529556131617) | > loss_disc_real_4: 0.17596562206745148 (0.19689135325146231) | > loss_disc_real_5: 0.2303650826215744 (0.20644376175926327) | > loss_0: 2.2650399208068848 (2.2098401498029565) | > grad_norm_0: tensor(13.6896, device='cuda:0') (tensor(25.0900, device='cuda:0')) | > loss_gen: 2.5365378856658936 (2.761178039611981) | > loss_kl: 1.7909300327301025 (1.737496476759885) | > loss_feat: 8.411128044128418 (8.203134631090633) | > loss_mel: 13.681451797485352 (13.056464715437459) | > loss_duration: 1.694501519203186 (1.6795709267019587) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.11454963684082 (27.437844730315998) | > grad_norm_1: tensor(322.7362, device='cuda:0') (tensor(512.1216, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8544 (0.8490255452732355) | > loader_time: 0.0099 (0.009775215291721935)  --> TIME: 2025-05-10 11:24:09 -- STEP: 237/725 -- GLOBAL_STEP: 234600 | > loss_disc: 2.2778799533843994 (2.2124506270332187) | > loss_disc_real_0: 0.14174269139766693 (0.1416678666942734) | > loss_disc_real_1: 0.19529540836811066 (0.19183694957932346) | > loss_disc_real_2: 0.19689995050430298 (0.18918242138900834) | > loss_disc_real_3: 0.1933508813381195 (0.2050184175560746) | > loss_disc_real_4: 0.24819505214691162 (0.19703488781230863) | > loss_disc_real_5: 0.1590164601802826 (0.20638210920593403) | > loss_0: 2.2778799533843994 (2.2124506270332187) | > grad_norm_0: tensor(18.3475, device='cuda:0') (tensor(25.0044, device='cuda:0')) | > loss_gen: 2.523714780807495 (2.757128577695115) | > loss_kl: 1.9538711309432983 (1.7388222624983969) | > loss_feat: 7.52561092376709 (8.18933232625326) | > loss_mel: 12.20738410949707 (13.02078556913867) | > loss_duration: 1.678421974182129 (1.6795737285654253) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.88900375366211 (27.3856423776361) | > grad_norm_1: tensor(581.5980, device='cuda:0') (tensor(513.8236, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8252 (0.8494313215907618) | > loader_time: 0.0091 (0.009778550908535343)  --> TIME: 2025-05-10 11:24:52 -- STEP: 287/725 -- GLOBAL_STEP: 234650 | > loss_disc: 2.211106538772583 (2.2205525806971966) | > loss_disc_real_0: 0.13741977512836456 (0.14362813379187203) | > loss_disc_real_1: 0.20462585985660553 (0.19213948931012834) | > loss_disc_real_2: 0.17921452224254608 (0.1893661135892004) | > loss_disc_real_3: 0.20276902616024017 (0.20579880392925246) | > loss_disc_real_4: 0.2087491750717163 (0.19681857817056703) | > loss_disc_real_5: 0.1895216703414917 (0.2082348068728264) | > loss_0: 2.211106538772583 (2.2205525806971966) | > grad_norm_0: tensor(19.7757, device='cuda:0') (tensor(25.1853, device='cuda:0')) | > loss_gen: 2.9183349609375 (2.7544937532537914) | > loss_kl: 1.5450034141540527 (1.7352999689687008) | > loss_feat: 8.259936332702637 (8.195469969241051) | > loss_mel: 13.910120964050293 (13.060493210051533) | > loss_duration: 1.715299367904663 (1.6801680559065288) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.348695755004883 (27.425924892624913) | > grad_norm_1: tensor(234.3564, device='cuda:0') (tensor(508.1009, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8014 (0.847798506972682) | > loader_time: 0.0098 (0.009789594789830647)  --> TIME: 2025-05-10 11:25:35 -- STEP: 337/725 -- GLOBAL_STEP: 234700 | > loss_disc: 2.18986177444458 (2.2238814915676857) | > loss_disc_real_0: 0.1468673050403595 (0.1438583392727269) | > loss_disc_real_1: 0.18091312050819397 (0.19263419261318293) | > loss_disc_real_2: 0.1839822679758072 (0.18976351446320106) | > loss_disc_real_3: 0.2510804831981659 (0.20592442168149458) | > loss_disc_real_4: 0.2109297215938568 (0.19699097426956413) | > loss_disc_real_5: 0.20291662216186523 (0.20867728559128962) | > loss_0: 2.18986177444458 (2.2238814915676857) | > grad_norm_0: tensor(33.3667, device='cuda:0') (tensor(24.5640, device='cuda:0')) | > loss_gen: 2.8612053394317627 (2.747190146488678) | > loss_kl: 1.587233543395996 (1.7258043593398191) | > loss_feat: 9.268253326416016 (8.169851291781006) | > loss_mel: 14.051399230957031 (13.047884887333092) | > loss_duration: 1.6525497436523438 (1.6792137053317064) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.420642852783203 (27.369944354546885) | > grad_norm_1: tensor(612.8242, device='cuda:0') (tensor(499.0161, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8738 (0.8474579083813406) | > loader_time: 0.0108 (0.009799256876597414)  --> TIME: 2025-05-10 11:26:18 -- STEP: 387/725 -- GLOBAL_STEP: 234750 | > loss_disc: 2.0023036003112793 (2.216785717688174) | > loss_disc_real_0: 0.07115692645311356 (0.14244874100891516) | > loss_disc_real_1: 0.18299800157546997 (0.19193981661044973) | > loss_disc_real_2: 0.1944541484117508 (0.18898460492299193) | > loss_disc_real_3: 0.18923598527908325 (0.20564862111588159) | > loss_disc_real_4: 0.18440315127372742 (0.19656832708714853) | > loss_disc_real_5: 0.1504097580909729 (0.2080167429545745) | > loss_0: 2.0023036003112793 (2.216785717688174) | > grad_norm_0: tensor(22.8181, device='cuda:0') (tensor(24.6279, device='cuda:0')) | > loss_gen: 3.1923398971557617 (2.754519339371713) | > loss_kl: 1.7334238290786743 (1.721555729245031) | > loss_feat: 9.915887832641602 (8.20945807636861) | > loss_mel: 15.198301315307617 (13.09281010590783) | > loss_duration: 1.7594873905181885 (1.6792528687829507) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.799442291259766 (27.45759609133698) | > grad_norm_1: tensor(645.8475, device='cuda:0') (tensor(502.5897, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8496 (0.8467146321476585) | > loader_time: 0.0104 (0.009770758700309174)  --> TIME: 2025-05-10 11:27:00 -- STEP: 437/725 -- GLOBAL_STEP: 234800 | > loss_disc: 2.3819854259490967 (2.2163191081730127) | > loss_disc_real_0: 0.15697447955608368 (0.14242694835504638) | > loss_disc_real_1: 0.2070338875055313 (0.19189508712810024) | > loss_disc_real_2: 0.21276305615901947 (0.18892433120947946) | > loss_disc_real_3: 0.2481641173362732 (0.20545853023125316) | > loss_disc_real_4: 0.2080981433391571 (0.1966816540850109) | > loss_disc_real_5: 0.22628363966941833 (0.2078058891151808) | > loss_0: 2.3819854259490967 (2.2163191081730127) | > grad_norm_0: tensor(17.6862, device='cuda:0') (tensor(24.4569, device='cuda:0')) | > loss_gen: 2.5932443141937256 (2.7561723302103562) | > loss_kl: 1.6951264142990112 (1.7211985448950764) | > loss_feat: 7.357911586761475 (8.217302778492787) | > loss_mel: 11.911273002624512 (13.101795161616069) | > loss_duration: 1.6504859924316406 (1.6792949358985956) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.208040237426758 (27.475763744293143) | > grad_norm_1: tensor(112.9164, device='cuda:0') (tensor(503.2527, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8753 (0.8460133675852413) | > loader_time: 0.0095 (0.009730949009037662)  --> TIME: 2025-05-10 11:27:44 -- STEP: 487/725 -- GLOBAL_STEP: 234850 | > loss_disc: 2.1360039710998535 (2.2157881411683644) | > loss_disc_real_0: 0.09656745195388794 (0.1421907427711165) | > loss_disc_real_1: 0.1934751719236374 (0.19187650552642915) | > loss_disc_real_2: 0.18557840585708618 (0.18894940452531617) | > loss_disc_real_3: 0.17162972688674927 (0.20505666120830743) | > loss_disc_real_4: 0.17051388323307037 (0.19657030704697054) | > loss_disc_real_5: 0.1667547971010208 (0.20760765928752123) | > loss_0: 2.1360039710998535 (2.2157881411683644) | > grad_norm_0: tensor(24.1138, device='cuda:0') (tensor(24.6824, device='cuda:0')) | > loss_gen: 2.7646737098693848 (2.754442303577243) | > loss_kl: 1.6262340545654297 (1.7171488172954115) | > loss_feat: 8.5408296585083 (8.209542804185359) | > loss_mel: 12.235010147094727 (13.099844538945195) | > loss_duration: 1.6502526998519897 (1.6797429014769916) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.816999435424805 (27.460721346876703) | > grad_norm_1: tensor(408.9787, device='cuda:0') (tensor(506.1917, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8009 (0.8467403011400353) | > loader_time: 0.0107 (0.009757096762529869)  --> TIME: 2025-05-10 11:28:27 -- STEP: 537/725 -- GLOBAL_STEP: 234900 | > loss_disc: 2.271721839904785 (2.2161439814825084) | > loss_disc_real_0: 0.17313364148139954 (0.1420621624983002) | > loss_disc_real_1: 0.2071000337600708 (0.19198150316763196) | > loss_disc_real_2: 0.20379415154457092 (0.18889723476750886) | > loss_disc_real_3: 0.16687925159931183 (0.2050976911681102) | > loss_disc_real_4: 0.20175649225711823 (0.19666840685479467) | > loss_disc_real_5: 0.2147335559129715 (0.20745074576949718) | > loss_0: 2.271721839904785 (2.2161439814825084) | > grad_norm_0: tensor(35.6954, device='cuda:0') (tensor(24.7106, device='cuda:0')) | > loss_gen: 2.720181465148926 (2.7556544979635342) | > loss_kl: 1.6829055547714233 (1.7189111176815781) | > loss_feat: 8.726037979125977 (8.22696251931358) | > loss_mel: 13.303409576416016 (13.133794377857972) | > loss_duration: 1.696613073348999 (1.6802480136438016) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.129146575927734 (27.515570496713654) | > grad_norm_1: tensor(594.3600, device='cuda:0') (tensor(505.3310, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8291 (0.8466920151168854) | > loader_time: 0.0092 (0.009764265525718416)  --> TIME: 2025-05-10 11:29:09 -- STEP: 587/725 -- GLOBAL_STEP: 234950 | > loss_disc: 2.260712146759033 (2.2159328168254904) | > loss_disc_real_0: 0.13771358132362366 (0.14162197816971023) | > loss_disc_real_1: 0.19560566544532776 (0.19218908841808977) | > loss_disc_real_2: 0.21101486682891846 (0.18914886159121075) | > loss_disc_real_3: 0.2120095044374466 (0.20505123467421008) | > loss_disc_real_4: 0.20877233147621155 (0.1965702275350512) | > loss_disc_real_5: 0.2127312421798706 (0.20712447795997896) | > loss_0: 2.260712146759033 (2.2159328168254904) | > grad_norm_0: tensor(23.1152, device='cuda:0') (tensor(24.7211, device='cuda:0')) | > loss_gen: 2.78328013420105 (2.7564645967044874) | > loss_kl: 1.653753638267517 (1.718932468602767) | > loss_feat: 8.081912994384766 (8.229659070757412) | > loss_mel: 13.627461433410645 (13.141468647594552) | > loss_duration: 1.6694896221160889 (1.6802064966302517) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.81589698791504 (27.526731263636737) | > grad_norm_1: tensor(490.2743, device='cuda:0') (tensor(506.5315, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8524 (0.8458836651335787) | > loader_time: 0.0098 (0.009751618822347975)  --> TIME: 2025-05-10 11:29:52 -- STEP: 637/725 -- GLOBAL_STEP: 235000 | > loss_disc: 2.017897605895996 (2.2146374359609937) | > loss_disc_real_0: 0.08893667161464691 (0.14118391809929506) | > loss_disc_real_1: 0.18362970650196075 (0.1921030578424268) | > loss_disc_real_2: 0.1698540896177292 (0.18926049995834074) | > loss_disc_real_3: 0.2041497826576233 (0.20505488117691864) | > loss_disc_real_4: 0.16640280187129974 (0.19652131885243362) | > loss_disc_real_5: 0.19031278789043427 (0.20708344614767765) | > loss_0: 2.017897605895996 (2.2146374359609937) | > grad_norm_0: tensor(22.6374, device='cuda:0') (tensor(24.7545, device='cuda:0')) | > loss_gen: 2.8968753814697266 (2.7578856020557643) | > loss_kl: 1.7548446655273438 (1.7192558866093635) | > loss_feat: 9.130987167358398 (8.232624597414688) | > loss_mel: 13.983366966247559 (13.147889108822522) | > loss_duration: 1.6460448503494263 (1.6801450787758347) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.412118911743164 (27.537800263385382) | > grad_norm_1: tensor(494.3479, device='cuda:0') (tensor(508.5967, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8261 (0.8453986382746432) | > loader_time: 0.0091 (0.009750834439575574) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_235000.pth  --> TIME: 2025-05-10 11:30:37 -- STEP: 687/725 -- GLOBAL_STEP: 235050 | > loss_disc: 2.2478816509246826 (2.2150086631247397) | > loss_disc_real_0: 0.13715100288391113 (0.14127136059810355) | > loss_disc_real_1: 0.19522616267204285 (0.19206215983481734) | > loss_disc_real_2: 0.2047642320394516 (0.18929183511321027) | > loss_disc_real_3: 0.19099879264831543 (0.2050242214700888) | > loss_disc_real_4: 0.17991432547569275 (0.19652170508969824) | > loss_disc_real_5: 0.19659386575222015 (0.20697133958860256) | > loss_0: 2.2478816509246826 (2.2150086631247397) | > grad_norm_0: tensor(7.7659, device='cuda:0') (tensor(25.0224, device='cuda:0')) | > loss_gen: 2.6956377029418945 (2.7608685878687025) | > loss_kl: 1.799854040145874 (1.7213930826867339) | > loss_feat: 8.072391510009766 (8.245858161904051) | > loss_mel: 13.63804817199707 (13.170392330730499) | > loss_duration: 1.6949998140335083 (1.6803006619171639) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.90093231201172 (27.578812814348822) | > grad_norm_1: tensor(247.6071, device='cuda:0') (tensor(508.5734, device='cuda:0')) | > current_lr_0: 0.0001936040966747637 | > current_lr_1: 0.0001936040966747637 | > step_time: 0.8425 (0.8446967310259955) | > loader_time: 0.0097 (0.009743120993068632)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4153902530670166 (2.4153902530670166) | > loss_disc_real_0: 0.21009428799152374 (0.21009428799152374) | > loss_disc_real_1: 0.14767852425575256 (0.14767852425575256) | > loss_disc_real_2: 0.1971690058708191 (0.1971690058708191) | > loss_disc_real_3: 0.24048642814159393 (0.24048642814159393) | > loss_disc_real_4: 0.22708071768283844 (0.22708071768283844) | > loss_disc_real_5: 0.22603893280029297 (0.22603893280029297) | > loss_0: 2.4153902530670166 (2.4153902530670166) | > loss_gen: 2.5289511680603027 (2.5289511680603027) | > loss_kl: 2.0943446159362793 (2.0943446159362793) | > loss_feat: 7.7602996826171875 (7.7602996826171875) | > loss_mel: 13.494571685791016 (13.494571685791016) | > loss_duration: 1.6898192167282104 (1.6898192167282104) | > loss_1: 27.5679874420166 (27.5679874420166)  --> STEP: 1 | > loss_disc: 2.4221742153167725 (2.4221742153167725) | > loss_disc_real_0: 0.20186026394367218 (0.20186026394367218) | > loss_disc_real_1: 0.14524011313915253 (0.14524011313915253) | > loss_disc_real_2: 0.236063614487648 (0.236063614487648) | > loss_disc_real_3: 0.22946158051490784 (0.22946158051490784) | > loss_disc_real_4: 0.23742568492889404 (0.23742568492889404) | > loss_disc_real_5: 0.21501457691192627 (0.21501457691192627) | > loss_0: 2.4221742153167725 (2.4221742153167725) | > loss_gen: 2.5334925651550293 (2.5334925651550293) | > loss_kl: 2.1495890617370605 (2.1495890617370605) | > loss_feat: 7.937433242797852 (7.937433242797852) | > loss_mel: 13.410867691040039 (13.410867691040039) | > loss_duration: 1.7815032005310059 (1.7815032005310059) | > loss_1: 27.81288719177246 (27.81288719177246)  --> STEP: 2 | > loss_disc: 2.3520076274871826 (2.3870909214019775) | > loss_disc_real_0: 0.20261622965335846 (0.20223824679851532) | > loss_disc_real_1: 0.14289644360542297 (0.14406827837228775) | > loss_disc_real_2: 0.21752485632896423 (0.22679423540830612) | > loss_disc_real_3: 0.22989493608474731 (0.22967825829982758) | > loss_disc_real_4: 0.23830169439315796 (0.237863689661026) | > loss_disc_real_5: 0.2111707329750061 (0.2130926549434662) | > loss_0: 2.3520076274871826 (2.3870909214019775) | > loss_gen: 2.6182870864868164 (2.575889825820923) | > loss_kl: 2.076296806335449 (2.112942934036255) | > loss_feat: 7.948351860046387 (7.942892551422119) | > loss_mel: 13.947540283203125 (13.679203987121582) | > loss_duration: 1.8419772386550903 (1.811740219593048) | > loss_1: 28.43245506286621 (28.122671127319336)  --> STEP: 3 | > loss_disc: 2.2801146507263184 (2.3514321645100913) | > loss_disc_real_0: 0.19776007533073425 (0.20074552297592163) | > loss_disc_real_1: 0.13351649045944214 (0.14055101573467255) | > loss_disc_real_2: 0.1983027160167694 (0.21729706227779388) | > loss_disc_real_3: 0.22075122594833374 (0.22670258084932962) | > loss_disc_real_4: 0.24166038632392883 (0.23912925521532694) | > loss_disc_real_5: 0.18719181418418884 (0.2044590413570404) | > loss_0: 2.2801146507263184 (2.3514321645100913) | > loss_gen: 2.677565097808838 (2.609781583150228) | > loss_kl: 1.9231928586959839 (2.049692908922831) | > loss_feat: 8.401618957519531 (8.09580135345459) | > loss_mel: 14.724808692932129 (14.027738889058432) | > loss_duration: 1.8025362491607666 (1.8086722294489543) | > loss_1: 29.529722213745117 (28.59168815612793)  --> STEP: 4 | > loss_disc: 2.4556198120117188 (2.377479076385498) | > loss_disc_real_0: 0.20209942758083344 (0.20108399912714958) | > loss_disc_real_1: 0.16733282804489136 (0.14724646881222725) | > loss_disc_real_2: 0.20535090565681458 (0.21431052312254906) | > loss_disc_real_3: 0.23627126216888428 (0.2290947511792183) | > loss_disc_real_4: 0.21550509333610535 (0.23322321474552155) | > loss_disc_real_5: 0.2528213560581207 (0.21654962003231049) | > loss_0: 2.4556198120117188 (2.377479076385498) | > loss_gen: 2.5034618377685547 (2.5832016468048096) | > loss_kl: 1.946729063987732 (2.0239519476890564) | > loss_feat: 7.118152141571045 (7.851389050483704) | > loss_mel: 13.266173362731934 (13.837347507476807) | > loss_duration: 1.7479274272918701 (1.7934860289096832) | > loss_1: 26.582443237304688 (28.08937692642212) --> EVAL PERFORMANCE | > avg_loader_time: 0.27878081798553467 (-0.0016567111015319824) | > avg_loss_disc: 2.377479076385498 (+0.12499874830245972) | > avg_loss_disc_real_0: 0.20108399912714958 (+0.06790151633322239) | > avg_loss_disc_real_1: 0.14724646881222725 (-0.03203362226486206) | > avg_loss_disc_real_2: 0.21431052312254906 (-0.00989500805735588) | > avg_loss_disc_real_3: 0.2290947511792183 (-0.022967521101236343) | > avg_loss_disc_real_4: 0.23322321474552155 (-0.0034273751080036163) | > avg_loss_disc_real_5: 0.21654962003231049 (-0.030332442373037338) | > avg_loss_0: 2.377479076385498 (+0.12499874830245972) | > avg_loss_gen: 2.5832016468048096 (-0.2159428596496582) | > avg_loss_kl: 2.0239519476890564 (+0.08077776432037354) | > avg_loss_feat: 7.851389050483704 (-0.39448046684265137) | > avg_loss_mel: 13.837347507476807 (-0.020615339279174805) | > avg_loss_duration: 1.7934860289096832 (-0.0096435546875) | > avg_loss_1: 28.08937692642212 (-0.5599031448364258)  > EPOCH: 261/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 11:31:16)   --> TIME: 2025-05-10 11:31:28 -- STEP: 12/725 -- GLOBAL_STEP: 235100 | > loss_disc: 2.256591796875 (2.228459596633911) | > loss_disc_real_0: 0.18150074779987335 (0.15234696182111898) | > loss_disc_real_1: 0.20947116613388062 (0.19724915673335394) | > loss_disc_real_2: 0.21198678016662598 (0.1889292411506176) | > loss_disc_real_3: 0.21327702701091766 (0.2065872997045517) | > loss_disc_real_4: 0.18514934182167053 (0.18536133194963136) | > loss_disc_real_5: 0.2189367264509201 (0.2011102276543776) | > loss_0: 2.256591796875 (2.228459596633911) | > grad_norm_0: tensor(41.0926, device='cuda:0') (tensor(24.6824, device='cuda:0')) | > loss_gen: 2.7745912075042725 (2.718879520893097) | > loss_kl: 1.5814827680587769 (1.6863755981127422) | > loss_feat: 7.801530838012695 (7.830405433972676) | > loss_mel: 11.905868530273438 (12.94879118601481) | > loss_duration: 1.7173337936401367 (1.6889567573865254) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.780807495117188 (26.873408635457356) | > grad_norm_1: tensor(726.3508, device='cuda:0') (tensor(487.1865, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8494 (0.8362496892611185) | > loader_time: 0.0095 (0.009433786074320475)  --> TIME: 2025-05-10 11:32:12 -- STEP: 62/725 -- GLOBAL_STEP: 235150 | > loss_disc: 2.2731175422668457 (2.2189835579164567) | > loss_disc_real_0: 0.11046019941568375 (0.1411840707784699) | > loss_disc_real_1: 0.199071004986763 (0.19510941063204115) | > loss_disc_real_2: 0.21706783771514893 (0.18872110761942407) | > loss_disc_real_3: 0.20189760625362396 (0.20715173526156333) | > loss_disc_real_4: 0.20310789346694946 (0.19683255038915143) | > loss_disc_real_5: 0.20996646583080292 (0.20147402776825812) | > loss_0: 2.2731175422668457 (2.2189835579164567) | > grad_norm_0: tensor(15.0108, device='cuda:0') (tensor(24.9383, device='cuda:0')) | > loss_gen: 2.7786669731140137 (2.7609006704822665) | > loss_kl: 1.601973295211792 (1.687303912255072) | > loss_feat: 7.864895820617676 (8.126974813399778) | > loss_mel: 13.07542610168457 (13.10358016721664) | > loss_duration: 1.727453589439392 (1.6802911969923204) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.048416137695312 (27.35905115066036) | > grad_norm_1: tensor(326.6400, device='cuda:0') (tensor(543.1735, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8428 (0.8501135803038075) | > loader_time: 0.0106 (0.009929953082915275)  --> TIME: 2025-05-10 11:32:55 -- STEP: 112/725 -- GLOBAL_STEP: 235200 | > loss_disc: 2.2436904907226562 (2.2135750332048962) | > loss_disc_real_0: 0.15011419355869293 (0.14076131781829251) | > loss_disc_real_1: 0.18013940751552582 (0.19478800892829895) | > loss_disc_real_2: 0.19747667014598846 (0.18904508304383075) | > loss_disc_real_3: 0.19339236617088318 (0.2050545723842723) | > loss_disc_real_4: 0.2008305788040161 (0.19599668521966254) | > loss_disc_real_5: 0.2393714189529419 (0.20297858504844563) | > loss_0: 2.2436904907226562 (2.2135750332048962) | > grad_norm_0: tensor(16.2761, device='cuda:0') (tensor(24.3779, device='cuda:0')) | > loss_gen: 2.738206148147583 (2.754848642008644) | > loss_kl: 1.745673656463623 (1.6985626401645797) | > loss_feat: 7.773058891296387 (8.159083345106671) | > loss_mel: 12.558442115783691 (13.171623877116613) | > loss_duration: 1.6759226322174072 (1.6813500427774015) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.491304397583008 (27.465468798364917) | > grad_norm_1: tensor(515.0256, device='cuda:0') (tensor(523.9437, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8196 (0.8503903129271099) | > loader_time: 0.0096 (0.009837916919163294)  --> TIME: 2025-05-10 11:33:38 -- STEP: 162/725 -- GLOBAL_STEP: 235250 | > loss_disc: 2.2785258293151855 (2.209567151687764) | > loss_disc_real_0: 0.09991265088319778 (0.13951863932572764) | > loss_disc_real_1: 0.18017321825027466 (0.19399375578871483) | > loss_disc_real_2: 0.1796099841594696 (0.18813343668057597) | > loss_disc_real_3: 0.1890122890472412 (0.20538655585712856) | > loss_disc_real_4: 0.20603980123996735 (0.19659007432652115) | > loss_disc_real_5: 0.2006150633096695 (0.20360626298704265) | > loss_0: 2.2785258293151855 (2.209567151687764) | > grad_norm_0: tensor(22.3141, device='cuda:0') (tensor(24.1600, device='cuda:0')) | > loss_gen: 2.6875040531158447 (2.755623206680203) | > loss_kl: 1.6229842901229858 (1.7193093454396282) | > loss_feat: 7.357460975646973 (8.199993848800668) | > loss_mel: 12.997916221618652 (13.158621564323523) | > loss_duration: 1.6414436101913452 (1.6808104301676334) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.307308197021484 (27.51435856760284) | > grad_norm_1: tensor(458.8791, device='cuda:0') (tensor(522.6237, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8245 (0.8494853060922505) | > loader_time: 0.0096 (0.009898485960783783)  --> TIME: 2025-05-10 11:34:21 -- STEP: 212/725 -- GLOBAL_STEP: 235300 | > loss_disc: 2.505612850189209 (2.2117887381112817) | > loss_disc_real_0: 0.19160519540309906 (0.14113872600192162) | > loss_disc_real_1: 0.19939778745174408 (0.19364584272481364) | > loss_disc_real_2: 0.18268850445747375 (0.18818817948395355) | > loss_disc_real_3: 0.20490457117557526 (0.2052544409514598) | > loss_disc_real_4: 0.21044284105300903 (0.19662680251980735) | > loss_disc_real_5: 0.23069067299365997 (0.20442053197689777) | > loss_0: 2.505612850189209 (2.2117887381112817) | > grad_norm_0: tensor(21.5263, device='cuda:0') (tensor(24.8726, device='cuda:0')) | > loss_gen: 2.2894127368927 (2.7597893229070687) | > loss_kl: 1.6376192569732666 (1.7116228004671492) | > loss_feat: 6.388787269592285 (8.233425563236453) | > loss_mel: 10.5818510055542 (13.20845438399405) | > loss_duration: 1.6918082237243652 (1.6805402619658774) | > amp_scaler: 256.0 (150.94339622641508) | > loss_1: 22.589479446411133 (27.59383245684066) | > grad_norm_1: tensor(471.0957, device='cuda:0') (tensor(516.6808, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8469 (0.8501485844828048) | > loader_time: 0.0102 (0.009903704220393914)  --> TIME: 2025-05-10 11:35:04 -- STEP: 262/725 -- GLOBAL_STEP: 235350 | > loss_disc: 2.2864677906036377 (2.2160139088412287) | > loss_disc_real_0: 0.17539045214653015 (0.14138769224741077) | > loss_disc_real_1: 0.18515294790267944 (0.19350742713640667) | > loss_disc_real_2: 0.19525980949401855 (0.18959741965505006) | > loss_disc_real_3: 0.192491352558136 (0.2049502411871466) | > loss_disc_real_4: 0.19489988684654236 (0.19676524184587352) | > loss_disc_real_5: 0.22156478464603424 (0.2051642612191557) | > loss_0: 2.2864677906036377 (2.2160139088412287) | > grad_norm_0: tensor(22.9702, device='cuda:0') (tensor(24.1024, device='cuda:0')) | > loss_gen: 2.724665403366089 (2.753139742458139) | > loss_kl: 1.8405665159225464 (1.7152301914819323) | > loss_feat: 7.7415080070495605 (8.203897996713186) | > loss_mel: 12.6482572555542 (13.192436331101048) | > loss_duration: 1.6766948699951172 (1.6807779892710326) | > amp_scaler: 256.0 (170.99236641221373) | > loss_1: 26.631690979003906 (27.545482358859697) | > grad_norm_1: tensor(97.7771, device='cuda:0') (tensor(495.4528, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8805 (0.8488928443602933) | > loader_time: 0.0107 (0.009914224384395218)  --> TIME: 2025-05-10 11:35:47 -- STEP: 312/725 -- GLOBAL_STEP: 235400 | > loss_disc: 2.2083544731140137 (2.2183857082556453) | > loss_disc_real_0: 0.1013985350728035 (0.14158504277181158) | > loss_disc_real_1: 0.20618031919002533 (0.19347326920773755) | > loss_disc_real_2: 0.16545870900154114 (0.18992270142413106) | > loss_disc_real_3: 0.19716794788837433 (0.20505394332875052) | > loss_disc_real_4: 0.17740106582641602 (0.19733798675812209) | > loss_disc_real_5: 0.19566412270069122 (0.20491285421527353) | > loss_0: 2.2083544731140137 (2.2183857082556453) | > grad_norm_0: tensor(25.3934, device='cuda:0') (tensor(24.1993, device='cuda:0')) | > loss_gen: 2.573103904724121 (2.746723473836213) | > loss_kl: 1.556391954421997 (1.7167849659155576) | > loss_feat: 7.699659824371338 (8.173147041064036) | > loss_mel: 12.723283767700195 (13.127905099819875) | > loss_duration: 1.6776303052902222 (1.6799809741668212) | > amp_scaler: 256.0 (184.61538461538456) | > loss_1: 26.230070114135742 (27.44454166828059) | > grad_norm_1: tensor(501.5800, device='cuda:0') (tensor(496.2512, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8342 (0.8484286956298046) | > loader_time: 0.0098 (0.009935362216753837)  --> TIME: 2025-05-10 11:36:31 -- STEP: 362/725 -- GLOBAL_STEP: 235450 | > loss_disc: 2.1472103595733643 (2.215691468004363) | > loss_disc_real_0: 0.11324521899223328 (0.14112814056856834) | > loss_disc_real_1: 0.17112049460411072 (0.19337298132438036) | > loss_disc_real_2: 0.21028290688991547 (0.1899874952122652) | > loss_disc_real_3: 0.2411748766899109 (0.20513669137961305) | > loss_disc_real_4: 0.18971024453639984 (0.19740554315773823) | > loss_disc_real_5: 0.22875143587589264 (0.20471700741935175) | > loss_0: 2.1472103595733643 (2.215691468004363) | > grad_norm_0: tensor(10.0742, device='cuda:0') (tensor(23.9839, device='cuda:0')) | > loss_gen: 2.8797965049743652 (2.7496456717917925) | > loss_kl: 1.6380852460861206 (1.7146727581050514) | > loss_feat: 9.216513633728027 (8.176204353406282) | > loss_mel: 13.981266975402832 (13.113586570676524) | > loss_duration: 1.6482863426208496 (1.6794066722221797) | > amp_scaler: 256.0 (194.47513812154688) | > loss_1: 29.363948822021484 (27.433516075597954) | > grad_norm_1: tensor(187.8130, device='cuda:0') (tensor(497.7208, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8502 (0.8490605262103001) | > loader_time: 0.0101 (0.009922112549207484)  --> TIME: 2025-05-10 11:37:14 -- STEP: 412/725 -- GLOBAL_STEP: 235500 | > loss_disc: 2.3163280487060547 (2.2160542210907606) | > loss_disc_real_0: 0.1277148276567459 (0.1408476886493197) | > loss_disc_real_1: 0.19579024612903595 (0.1934938111785547) | > loss_disc_real_2: 0.19926872849464417 (0.18992128129144323) | > loss_disc_real_3: 0.23968717455863953 (0.20503661065425693) | > loss_disc_real_4: 0.1960599273443222 (0.19727619574631303) | > loss_disc_real_5: 0.1919579803943634 (0.20495075851823524) | > loss_0: 2.3163280487060547 (2.2160542210907606) | > grad_norm_0: tensor(17.4489, device='cuda:0') (tensor(23.9168, device='cuda:0')) | > loss_gen: 2.6735758781433105 (2.7500252746841283) | > loss_kl: 1.7511658668518066 (1.7124310370209148) | > loss_feat: 7.602987289428711 (8.179035610365636) | > loss_mel: 11.535491943359375 (13.136088074989694) | > loss_duration: 1.6875801086425781 (1.6802324285206285) | > amp_scaler: 256.0 (201.94174757281547) | > loss_1: 25.25080108642578 (27.45781245277924) | > grad_norm_1: tensor(495.9991, device='cuda:0') (tensor(496.3515, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8698 (0.8490648275440179) | > loader_time: 0.0097 (0.009940619607573569)  --> TIME: 2025-05-10 11:37:57 -- STEP: 462/725 -- GLOBAL_STEP: 235550 | > loss_disc: 2.2216033935546875 (2.2137364838030438) | > loss_disc_real_0: 0.18689271807670593 (0.14024419089158363) | > loss_disc_real_1: 0.19835735857486725 (0.19311231771459833) | > loss_disc_real_2: 0.18437807261943817 (0.18996404440372028) | > loss_disc_real_3: 0.26429957151412964 (0.20512317859636248) | > loss_disc_real_4: 0.2062380164861679 (0.19710297324569712) | > loss_disc_real_5: 0.18523959815502167 (0.20490669694555788) | > loss_0: 2.2216033935546875 (2.2137364838030438) | > grad_norm_0: tensor(33.5928, device='cuda:0') (tensor(23.7906, device='cuda:0')) | > loss_gen: 2.814633846282959 (2.7535135663432992) | > loss_kl: 1.662593126296997 (1.712483445029238) | > loss_feat: 7.225119113922119 (8.193343041779158) | > loss_mel: 12.106134414672852 (13.138993610035293) | > loss_duration: 1.7224076986312866 (1.6804168443659167) | > amp_scaler: 256.0 (207.79220779220773) | > loss_1: 25.5308895111084 (27.478750538516362) | > grad_norm_1: tensor(388.8812, device='cuda:0') (tensor(495.7965, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8006 (0.848544227612483) | > loader_time: 0.0121 (0.009942357674305569)  --> TIME: 2025-05-10 11:38:40 -- STEP: 512/725 -- GLOBAL_STEP: 235600 | > loss_disc: 2.1076855659484863 (2.214158177608625) | > loss_disc_real_0: 0.16037999093532562 (0.14019463876320504) | > loss_disc_real_1: 0.1841082125902176 (0.19308960527996538) | > loss_disc_real_2: 0.1859888881444931 (0.18988395249471074) | > loss_disc_real_3: 0.19524303078651428 (0.20509575045434764) | > loss_disc_real_4: 0.179447203874588 (0.19706819418934174) | > loss_disc_real_5: 0.22879457473754883 (0.2051077573851217) | > loss_0: 2.1076855659484863 (2.214158177608625) | > grad_norm_0: tensor(33.6680, device='cuda:0') (tensor(24.1494, device='cuda:0')) | > loss_gen: 2.983055830001831 (2.7543036034330726) | > loss_kl: 1.7762694358825684 (1.715395738137886) | > loss_feat: 8.890684127807617 (8.189837822690606) | > loss_mel: 13.954131126403809 (13.139449281618003) | > loss_duration: 1.6440794467926025 (1.6811191155575216) | > amp_scaler: 256.0 (212.49999999999994) | > loss_1: 29.248220443725586 (27.48010558262468) | > grad_norm_1: tensor(598.1496, device='cuda:0') (tensor(497.7376, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8401 (0.8484382089227438) | > loader_time: 0.0096 (0.009930208791047331)  --> TIME: 2025-05-10 11:39:23 -- STEP: 562/725 -- GLOBAL_STEP: 235650 | > loss_disc: 2.1837663650512695 (2.2131362786496664) | > loss_disc_real_0: 0.15220382809638977 (0.1398424917162524) | > loss_disc_real_1: 0.1586550623178482 (0.19299942838339623) | > loss_disc_real_2: 0.17600104212760925 (0.18956766786630477) | > loss_disc_real_3: 0.174915611743927 (0.20524245617228482) | > loss_disc_real_4: 0.14940594136714935 (0.1971071685177152) | > loss_disc_real_5: 0.18137943744659424 (0.20514632989503317) | > loss_0: 2.1837663650512695 (2.2131362786496664) | > grad_norm_0: tensor(23.1575, device='cuda:0') (tensor(23.7657, device='cuda:0')) | > loss_gen: 2.787666082382202 (2.7555346862277106) | > loss_kl: 1.6588352918624878 (1.7186965624208559) | > loss_feat: 8.989021301269531 (8.206155451167097) | > loss_mel: 13.718392372131348 (13.155846028989748) | > loss_duration: 1.6648391485214233 (1.6811160054919558) | > amp_scaler: 256.0 (216.37010676156578) | > loss_1: 28.818754196166992 (27.51734874087297) | > grad_norm_1: tensor(481.7564, device='cuda:0') (tensor(495.0809, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8921 (0.8481057127175379) | > loader_time: 0.0101 (0.009912631265633463)  --> TIME: 2025-05-10 11:40:06 -- STEP: 612/725 -- GLOBAL_STEP: 235700 | > loss_disc: 2.28680419921875 (2.2129974554177188) | > loss_disc_real_0: 0.17943359911441803 (0.1399559985383663) | > loss_disc_real_1: 0.18691958487033844 (0.192745067495731) | > loss_disc_real_2: 0.20278820395469666 (0.18943216023491888) | > loss_disc_real_3: 0.22379139065742493 (0.20532808788851212) | > loss_disc_real_4: 0.2334306687116623 (0.19743447787329277) | > loss_disc_real_5: 0.18833452463150024 (0.205329925893179) | > loss_0: 2.28680419921875 (2.2129974554177188) | > grad_norm_0: tensor(31.7834, device='cuda:0') (tensor(23.8816, device='cuda:0')) | > loss_gen: 2.5389418601989746 (2.7550029396231666) | > loss_kl: 1.8777315616607666 (1.7174536579964212) | > loss_feat: 7.120368480682373 (8.20020665686115) | > loss_mel: 11.910747528076172 (13.150204109989748) | > loss_duration: 1.6311125755310059 (1.680857912387723) | > amp_scaler: 256.0 (219.60784313725495) | > loss_1: 25.078903198242188 (27.503725270040675) | > grad_norm_1: tensor(505.4640, device='cuda:0') (tensor(493.3550, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8206 (0.8483472789814269) | > loader_time: 0.0086 (0.009941164574591934)  --> TIME: 2025-05-10 11:40:49 -- STEP: 662/725 -- GLOBAL_STEP: 235750 | > loss_disc: 2.425537586212158 (2.2132505596224252) | > loss_disc_real_0: 0.17186285555362701 (0.1401982499776109) | > loss_disc_real_1: 0.2158895879983902 (0.192485057290227) | > loss_disc_real_2: 0.20747244358062744 (0.18950563493632122) | > loss_disc_real_3: 0.21916499733924866 (0.20509766715260805) | > loss_disc_real_4: 0.2226499766111374 (0.19730099126291428) | > loss_disc_real_5: 0.2111562192440033 (0.20570749766967086) | > loss_0: 2.425537586212158 (2.2132505596224252) | > grad_norm_0: tensor(19.8381, device='cuda:0') (tensor(24.1142, device='cuda:0')) | > loss_gen: 2.501116991043091 (2.7575489095330608) | > loss_kl: 1.6824135780334473 (1.7200999025851942) | > loss_feat: 6.431701183319092 (8.204923816317871) | > loss_mel: 10.96450424194336 (13.159522115644016) | > loss_duration: 1.6938847303390503 (1.6813535317553492) | > amp_scaler: 256.0 (222.35649546827798) | > loss_1: 23.27362060546875 (27.52344827853661) | > grad_norm_1: tensor(443.0416, device='cuda:0') (tensor(493.0478, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8696 (0.8485643143380156) | > loader_time: 0.0122 (0.009955001021439926)  --> TIME: 2025-05-10 11:41:33 -- STEP: 712/725 -- GLOBAL_STEP: 235800 | > loss_disc: 2.184478998184204 (2.212054487694515) | > loss_disc_real_0: 0.13644059002399445 (0.13995149749425345) | > loss_disc_real_1: 0.19638577103614807 (0.19248978063213018) | > loss_disc_real_2: 0.19427643716335297 (0.18944828917554926) | > loss_disc_real_3: 0.20307433605194092 (0.20512954258684374) | > loss_disc_real_4: 0.18918783962726593 (0.1972704930963477) | > loss_disc_real_5: 0.23890671133995056 (0.20571212328217003) | > loss_0: 2.184478998184204 (2.212054487694515) | > grad_norm_0: tensor(26.7934, device='cuda:0') (tensor(24.1574, device='cuda:0')) | > loss_gen: 2.7749321460723877 (2.7599297721734213) | > loss_kl: 1.6731655597686768 (1.7210341630022181) | > loss_feat: 8.073112487792969 (8.213434977477847) | > loss_mel: 13.105682373046875 (13.175773122337432) | > loss_duration: 1.6788034439086914 (1.681104035859697) | > amp_scaler: 256.0 (224.71910112359555) | > loss_1: 27.305694580078125 (27.55127606231175) | > grad_norm_1: tensor(635.7939, device='cuda:0') (tensor(496.6163, device='cuda:0')) | > current_lr_0: 0.00019357989616267934 | > current_lr_1: 0.00019357989616267934 | > step_time: 0.8175 (0.848860248755873) | > loader_time: 0.0094 (0.009948456555270066)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.254955291748047 (2.254955291748047) | > loss_disc_real_0: 0.10123537480831146 (0.10123537480831146) | > loss_disc_real_1: 0.198952317237854 (0.198952317237854) | > loss_disc_real_2: 0.20266874134540558 (0.20266874134540558) | > loss_disc_real_3: 0.22984032332897186 (0.22984032332897186) | > loss_disc_real_4: 0.2748076021671295 (0.2748076021671295) | > loss_disc_real_5: 0.22835232317447662 (0.22835232317447662) | > loss_0: 2.254955291748047 (2.254955291748047) | > loss_gen: 2.760225772857666 (2.760225772857666) | > loss_kl: 2.1643879413604736 (2.1643879413604736) | > loss_feat: 8.713337898254395 (8.713337898254395) | > loss_mel: 14.877548217773438 (14.877548217773438) | > loss_duration: 1.6988153457641602 (1.6988153457641602) | > loss_1: 30.214313507080078 (30.214313507080078)  --> STEP: 1 | > loss_disc: 2.2396461963653564 (2.2396461963653564) | > loss_disc_real_0: 0.093464694917202 (0.093464694917202) | > loss_disc_real_1: 0.18466095626354218 (0.18466095626354218) | > loss_disc_real_2: 0.20244255661964417 (0.20244255661964417) | > loss_disc_real_3: 0.23034906387329102 (0.23034906387329102) | > loss_disc_real_4: 0.2672922611236572 (0.2672922611236572) | > loss_disc_real_5: 0.2384585291147232 (0.2384585291147232) | > loss_0: 2.2396461963653564 (2.2396461963653564) | > loss_gen: 2.748356819152832 (2.748356819152832) | > loss_kl: 2.196509838104248 (2.196509838104248) | > loss_feat: 8.304847717285156 (8.304847717285156) | > loss_mel: 14.007624626159668 (14.007624626159668) | > loss_duration: 1.7999390363693237 (1.7999390363693237) | > loss_1: 29.05727767944336 (29.05727767944336)  --> STEP: 2 | > loss_disc: 2.23721981048584 (2.238433003425598) | > loss_disc_real_0: 0.10472658276557922 (0.09909563884139061) | > loss_disc_real_1: 0.2094164490699768 (0.1970387026667595) | > loss_disc_real_2: 0.1908760666847229 (0.19665931165218353) | > loss_disc_real_3: 0.24891434609889984 (0.23963170498609543) | > loss_disc_real_4: 0.2665715515613556 (0.2669319063425064) | > loss_disc_real_5: 0.22353418171405792 (0.23099635541439056) | > loss_0: 2.23721981048584 (2.238433003425598) | > loss_gen: 2.819498300552368 (2.7839275598526) | > loss_kl: 1.8514081239700317 (2.02395898103714) | > loss_feat: 8.738227844238281 (8.521537780761719) | > loss_mel: 14.900779724121094 (14.45420217514038) | > loss_duration: 1.8552124500274658 (1.8275757431983948) | > loss_1: 30.16512680053711 (29.611202239990234)  --> STEP: 3 | > loss_disc: 2.2699460983276367 (2.2489373683929443) | > loss_disc_real_0: 0.09666614979505539 (0.09828580915927887) | > loss_disc_real_1: 0.2120644599199295 (0.20204728841781616) | > loss_disc_real_2: 0.18283137679100037 (0.19205000003178915) | > loss_disc_real_3: 0.23153424263000488 (0.2369325508673986) | > loss_disc_real_4: 0.26576679944992065 (0.26654353737831116) | > loss_disc_real_5: 0.2127254754304886 (0.22490606208642325) | > loss_0: 2.2699460983276367 (2.2489373683929443) | > loss_gen: 2.6829464435577393 (2.750267187754313) | > loss_kl: 1.954567790031433 (2.000828584035238) | > loss_feat: 8.152554512023926 (8.398543357849121) | > loss_mel: 13.347590446472168 (14.085331598917643) | > loss_duration: 1.828886866569519 (1.8280127843221028) | > loss_1: 27.96654510498047 (29.06298319498698)  --> STEP: 4 | > loss_disc: 2.235034704208374 (2.2454617023468018) | > loss_disc_real_0: 0.09103325754404068 (0.09647267125546932) | > loss_disc_real_1: 0.20957808196544647 (0.20392998680472374) | > loss_disc_real_2: 0.15982817113399506 (0.18399454280734062) | > loss_disc_real_3: 0.23997294902801514 (0.23769265040755272) | > loss_disc_real_4: 0.2048332542181015 (0.25111596658825874) | > loss_disc_real_5: 0.2339494526386261 (0.22716690972447395) | > loss_0: 2.235034704208374 (2.2454617023468018) | > loss_gen: 2.601930618286133 (2.713183045387268) | > loss_kl: 1.9678981304168701 (1.9925959706306458) | > loss_feat: 7.620393753051758 (8.20400595664978) | > loss_mel: 13.211660385131836 (13.866913795471191) | > loss_duration: 1.7639169692993164 (1.8119888305664062) | > loss_1: 27.165802001953125 (28.588687896728516) --> EVAL PERFORMANCE | > avg_loader_time: 0.28136515617370605 (+0.0025843381881713867) | > avg_loss_disc: 2.2454617023468018 (-0.1320173740386963) | > avg_loss_disc_real_0: 0.09647267125546932 (-0.10461132787168026) | > avg_loss_disc_real_1: 0.20392998680472374 (+0.05668351799249649) | > avg_loss_disc_real_2: 0.18399454280734062 (-0.030315980315208435) | > avg_loss_disc_real_3: 0.23769265040755272 (+0.008597899228334427) | > avg_loss_disc_real_4: 0.25111596658825874 (+0.017892751842737198) | > avg_loss_disc_real_5: 0.22716690972447395 (+0.010617289692163467) | > avg_loss_0: 2.2454617023468018 (-0.1320173740386963) | > avg_loss_gen: 2.713183045387268 (+0.1299813985824585) | > avg_loss_kl: 1.9925959706306458 (-0.031355977058410645) | > avg_loss_feat: 8.20400595664978 (+0.35261690616607666) | > avg_loss_mel: 13.866913795471191 (+0.029566287994384766) | > avg_loss_duration: 1.8119888305664062 (+0.018502801656723022) | > avg_loss_1: 28.588687896728516 (+0.4993109703063965)  > EPOCH: 262/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 11:41:50)   --> TIME: 2025-05-10 11:42:24 -- STEP: 37/725 -- GLOBAL_STEP: 235850 | > loss_disc: 2.2077739238739014 (2.216803602270178) | > loss_disc_real_0: 0.13137267529964447 (0.14231027058652929) | > loss_disc_real_1: 0.19831039011478424 (0.19412150697128192) | > loss_disc_real_2: 0.1858673244714737 (0.18798969847124977) | > loss_disc_real_3: 0.22502891719341278 (0.2045929613145622) | > loss_disc_real_4: 0.20933380722999573 (0.19744636601692922) | > loss_disc_real_5: 0.19320939481258392 (0.2036877314786653) | > loss_0: 2.2077739238739014 (2.216803602270178) | > grad_norm_0: tensor(20.3777, device='cuda:0') (tensor(24.0407, device='cuda:0')) | > loss_gen: 2.76686429977417 (2.730346505706374) | > loss_kl: 1.6800769567489624 (1.721607478889259) | > loss_feat: 8.95121955871582 (8.021331232947272) | > loss_mel: 13.5480375289917 (13.037531491872427) | > loss_duration: 1.680672526359558 (1.681648318831985) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.626869201660156 (27.192464931591136) | > grad_norm_1: tensor(135.5685, device='cuda:0') (tensor(517.8239, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8539 (0.8537499324695484) | > loader_time: 0.0112 (0.010330097095386402)  --> TIME: 2025-05-10 11:43:07 -- STEP: 87/725 -- GLOBAL_STEP: 235900 | > loss_disc: 2.2364213466644287 (2.2219259629304373) | > loss_disc_real_0: 0.11219125241041183 (0.14239368236612998) | > loss_disc_real_1: 0.18123532831668854 (0.19282076293709635) | > loss_disc_real_2: 0.1854850947856903 (0.18962329506188969) | > loss_disc_real_3: 0.19679352641105652 (0.20572727747347164) | > loss_disc_real_4: 0.19605013728141785 (0.19801281563852025) | > loss_disc_real_5: 0.20249082148075104 (0.20511434304303136) | > loss_0: 2.2364213466644287 (2.2219259629304373) | > grad_norm_0: tensor(10.9763, device='cuda:0') (tensor(24.1386, device='cuda:0')) | > loss_gen: 2.7351040840148926 (2.7329341351300815) | > loss_kl: 1.8871842622756958 (1.7217158270978379) | > loss_feat: 8.14639949798584 (8.094233123735448) | > loss_mel: 13.995340347290039 (13.040123698355137) | > loss_duration: 1.6762773990631104 (1.6832014774454052) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.440303802490234 (27.272208049379547) | > grad_norm_1: tensor(172.2390, device='cuda:0') (tensor(506.7761, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8179 (0.8515602336532768) | > loader_time: 0.0094 (0.010150281862280836)  --> TIME: 2025-05-10 11:43:51 -- STEP: 137/725 -- GLOBAL_STEP: 235950 | > loss_disc: 2.1000349521636963 (2.2150521539423593) | > loss_disc_real_0: 0.1416458785533905 (0.14117325265912237) | > loss_disc_real_1: 0.2057747095823288 (0.19268842433055822) | > loss_disc_real_2: 0.16423399746418 (0.18881297242032347) | > loss_disc_real_3: 0.2022595852613449 (0.20473876997937251) | > loss_disc_real_4: 0.19129933416843414 (0.19728373795965293) | > loss_disc_real_5: 0.22024138271808624 (0.20658347891630047) | > loss_0: 2.1000349521636963 (2.2150521539423593) | > grad_norm_0: tensor(29.3950, device='cuda:0') (tensor(22.9252, device='cuda:0')) | > loss_gen: 2.88685941696167 (2.736618995666504) | > loss_kl: 1.562453269958496 (1.7171089945048312) | > loss_feat: 9.032235145568848 (8.138111319855174) | > loss_mel: 13.1929349899292 (13.09513626655523) | > loss_duration: 1.6691793203353882 (1.6837196306590616) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.343664169311523 (27.370695128057996) | > grad_norm_1: tensor(506.6750, device='cuda:0') (tensor(487.7766, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8168 (0.8513727536166671) | > loader_time: 0.009 (0.010093901279198863)  --> TIME: 2025-05-10 11:44:34 -- STEP: 187/725 -- GLOBAL_STEP: 236000 | > loss_disc: 2.1453349590301514 (2.210019126932889) | > loss_disc_real_0: 0.09259745478630066 (0.1396415024438004) | > loss_disc_real_1: 0.1988581120967865 (0.19208516220357966) | > loss_disc_real_2: 0.18095898628234863 (0.18846315304863254) | > loss_disc_real_3: 0.19436529278755188 (0.20467524644844037) | > loss_disc_real_4: 0.20984850823879242 (0.1966306843700256) | > loss_disc_real_5: 0.1969383955001831 (0.20662817454593066) | > loss_0: 2.1453349590301514 (2.210019126932889) | > grad_norm_0: tensor(17.8992, device='cuda:0') (tensor(23.6509, device='cuda:0')) | > loss_gen: 2.921624183654785 (2.7476135511449327) | > loss_kl: 1.8521264791488647 (1.7161792280839727) | > loss_feat: 9.67019271850586 (8.20012940952484) | > loss_mel: 15.275679588317871 (13.183575415993756) | > loss_duration: 1.6906381845474243 (1.6841928837771085) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.410261154174805 (27.531690505736652) | > grad_norm_1: tensor(535.5036, device='cuda:0') (tensor(493.5105, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8535 (0.8542249865710416) | > loader_time: 0.01 (0.010070418291550906) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_236000.pth  --> TIME: 2025-05-10 11:45:20 -- STEP: 237/725 -- GLOBAL_STEP: 236050 | > loss_disc: 2.233485698699951 (2.2127942073194307) | > loss_disc_real_0: 0.09157676249742508 (0.14065785338229747) | > loss_disc_real_1: 0.17854052782058716 (0.19206619589640622) | > loss_disc_real_2: 0.18039636313915253 (0.18855358647646275) | > loss_disc_real_3: 0.22275157272815704 (0.20507186035063701) | > loss_disc_real_4: 0.20856240391731262 (0.19710489579393894) | > loss_disc_real_5: 0.20548895001411438 (0.20691511229875217) | > loss_0: 2.233485698699951 (2.2127942073194307) | > grad_norm_0: tensor(14.4540, device='cuda:0') (tensor(24.1300, device='cuda:0')) | > loss_gen: 2.58080792427063 (2.74764876627218) | > loss_kl: 1.9981566667556763 (1.7310575040583873) | > loss_feat: 7.9871344566345215 (8.1802359552826) | > loss_mel: 14.058923721313477 (13.16654181178612) | > loss_duration: 1.6734771728515625 (1.6830628064111315) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.29850196838379 (27.50854689360671) | > grad_norm_1: tensor(212.7573, device='cuda:0') (tensor(492.3016, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8066 (0.854437494076757) | > loader_time: 0.0091 (0.01007583473302141)  --> TIME: 2025-05-10 11:46:03 -- STEP: 287/725 -- GLOBAL_STEP: 236100 | > loss_disc: 2.2953312397003174 (2.2343841604239456) | > loss_disc_real_0: 0.11793296784162521 (0.15698806079630218) | > loss_disc_real_1: 0.20537059009075165 (0.19159821293702944) | > loss_disc_real_2: 0.22024798393249512 (0.18857238786976513) | > loss_disc_real_3: 0.23891960084438324 (0.20653130062158098) | > loss_disc_real_4: 0.1829177290201187 (0.1969553439355478) | > loss_disc_real_5: 0.21694481372833252 (0.2096905332409131) | > loss_0: 2.2953312397003174 (2.2343841604239456) | > grad_norm_0: tensor(13.3355, device='cuda:0') (tensor(24.1940, device='cuda:0')) | > loss_gen: 2.6194076538085938 (2.7470638569223764) | > loss_kl: 1.7043558359146118 (1.7272669720732792) | > loss_feat: 7.790685653686523 (8.199779056921228) | > loss_mel: 12.980356216430664 (13.181874567623337) | > loss_duration: 1.6935184001922607 (1.6823349289777805) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.7883243560791 (27.53831943153089) | > grad_norm_1: tensor(146.9227, device='cuda:0') (tensor(495.3405, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8157 (0.8529948623338227) | > loader_time: 0.0095 (0.00997540676635317)  --> TIME: 2025-05-10 11:46:46 -- STEP: 337/725 -- GLOBAL_STEP: 236150 | > loss_disc: 2.1641461849212646 (2.233322108888488) | > loss_disc_real_0: 0.10523094236850739 (0.15540251047391904) | > loss_disc_real_1: 0.1553160697221756 (0.19187406868361587) | > loss_disc_real_2: 0.1806991696357727 (0.18849226204507075) | > loss_disc_real_3: 0.2398872822523117 (0.2062844824631772) | > loss_disc_real_4: 0.1768803596496582 (0.1968723918899938) | > loss_disc_real_5: 0.18887436389923096 (0.20990794490282189) | > loss_0: 2.1641461849212646 (2.233322108888488) | > grad_norm_0: tensor(22.0063, device='cuda:0') (tensor(23.6898, device='cuda:0')) | > loss_gen: 2.8320748805999756 (2.741596078306702) | > loss_kl: 1.7898191213607788 (1.7320235942874536) | > loss_feat: 9.201908111572266 (8.180702849028716) | > loss_mel: 13.808009147644043 (13.155956166434365) | > loss_duration: 1.6640613079071045 (1.6816009463471548) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.29587173461914 (27.49187970939659) | > grad_norm_1: tensor(736.1494, device='cuda:0') (tensor(494.4068, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8628 (0.8522567119371998) | > loader_time: 0.0099 (0.009942973756648663)  --> TIME: 2025-05-10 11:47:30 -- STEP: 387/725 -- GLOBAL_STEP: 236200 | > loss_disc: 2.370223045349121 (2.2310357401845415) | > loss_disc_real_0: 0.11242769658565521 (0.1534520453299354) | > loss_disc_real_1: 0.19391000270843506 (0.1919199760801109) | > loss_disc_real_2: 0.18297022581100464 (0.18852590563531377) | > loss_disc_real_3: 0.212738037109375 (0.20620419423863554) | > loss_disc_real_4: 0.19042184948921204 (0.19686443737927026) | > loss_disc_real_5: 0.196868896484375 (0.20961659214909378) | > loss_0: 2.370223045349121 (2.2310357401845415) | > grad_norm_0: tensor(28.4806, device='cuda:0') (tensor(23.6482, device='cuda:0')) | > loss_gen: 2.3271806240081787 (2.7404870167567132) | > loss_kl: 1.6543188095092773 (1.7328203747130795) | > loss_feat: 6.475271224975586 (8.159444838531249) | > loss_mel: 11.378551483154297 (13.12102778383004) | > loss_duration: 1.7668627500534058 (1.6811102718037847) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.602184295654297 (27.434890362643458) | > grad_norm_1: tensor(289.3558, device='cuda:0') (tensor(501.3887, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8549 (0.8519032414261377) | > loader_time: 0.0096 (0.009906774343446239)  --> TIME: 2025-05-10 11:48:13 -- STEP: 437/725 -- GLOBAL_STEP: 236250 | > loss_disc: 2.101294994354248 (2.229359398717469) | > loss_disc_real_0: 0.1069110855460167 (0.151840450936924) | > loss_disc_real_1: 0.17122924327850342 (0.19190875882414993) | > loss_disc_real_2: 0.1594613641500473 (0.1885626056919927) | > loss_disc_real_3: 0.19701771438121796 (0.2061566149888376) | > loss_disc_real_4: 0.22316136956214905 (0.19707915265309184) | > loss_disc_real_5: 0.21654094755649567 (0.20921220543455477) | > loss_0: 2.101294994354248 (2.229359398717469) | > grad_norm_0: tensor(15.7213, device='cuda:0') (tensor(23.7876, device='cuda:0')) | > loss_gen: 2.9111242294311523 (2.742039772684023) | > loss_kl: 1.6775403022766113 (1.7306172634971497) | > loss_feat: 9.574934959411621 (8.156861180844508) | > loss_mel: 15.040216445922852 (13.083401954965137) | > loss_duration: 1.6457823514938354 (1.6805607315059115) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.849597930908203 (27.393480977422858) | > grad_norm_1: tensor(335.1950, device='cuda:0') (tensor(506.6916, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8886 (0.8521339358672397) | > loader_time: 0.0097 (0.00985595345224341)  --> TIME: 2025-05-10 11:48:56 -- STEP: 487/725 -- GLOBAL_STEP: 236300 | > loss_disc: 2.1792845726013184 (2.2280336258592564) | > loss_disc_real_0: 0.1549358367919922 (0.1507584452476099) | > loss_disc_real_1: 0.18645428121089935 (0.19189627866358244) | > loss_disc_real_2: 0.1925273984670639 (0.1888259560848898) | > loss_disc_real_3: 0.2023707777261734 (0.20585314170658214) | > loss_disc_real_4: 0.19427360594272614 (0.19700384293003984) | > loss_disc_real_5: 0.20276357233524323 (0.20906965917997536) | > loss_0: 2.1792845726013184 (2.2280336258592564) | > grad_norm_0: tensor(25.8843, device='cuda:0') (tensor(23.7584, device='cuda:0')) | > loss_gen: 2.7380287647247314 (2.742215363641539) | > loss_kl: 1.6692259311676025 (1.7323388639661566) | > loss_feat: 7.721364498138428 (8.147220920977896) | > loss_mel: 12.978825569152832 (13.074431703320768) | > loss_duration: 1.671761155128479 (1.6809872202804692) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.779205322265625 (27.377194120653847) | > grad_norm_1: tensor(468.5131, device='cuda:0') (tensor(509.7977, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8134 (0.851439357048677) | > loader_time: 0.0116 (0.009860353548179171)  --> TIME: 2025-05-10 11:49:39 -- STEP: 537/725 -- GLOBAL_STEP: 236350 | > loss_disc: 2.1718831062316895 (2.226870526148622) | > loss_disc_real_0: 0.16700603067874908 (0.15007402879676773) | > loss_disc_real_1: 0.1998841017484665 (0.19197215975107876) | > loss_disc_real_2: 0.1803489476442337 (0.18890037119832562) | > loss_disc_real_3: 0.174626424908638 (0.2056168552273034) | > loss_disc_real_4: 0.20778323709964752 (0.19697651161605864) | > loss_disc_real_5: 0.19473928213119507 (0.20882905023502016) | > loss_0: 2.1718831062316895 (2.226870526148622) | > grad_norm_0: tensor(35.2612, device='cuda:0') (tensor(23.9898, device='cuda:0')) | > loss_gen: 2.8304603099823 (2.7439646933997803) | > loss_kl: 1.6481825113296509 (1.7309291123011923) | > loss_feat: 8.856707572937012 (8.156734750701503) | > loss_mel: 13.720664978027344 (13.087007666433328) | > loss_duration: 1.711364507675171 (1.6814345465470073) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.767379760742188 (27.40007079069397) | > grad_norm_1: tensor(744.1377, device='cuda:0') (tensor(512.1557, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8469 (0.8505588860929122) | > loader_time: 0.0091 (0.009850585926844423)  --> TIME: 2025-05-10 11:50:22 -- STEP: 587/725 -- GLOBAL_STEP: 236400 | > loss_disc: 2.177259683609009 (2.224844575943696) | > loss_disc_real_0: 0.15174414217472076 (0.14894818368620108) | > loss_disc_real_1: 0.2405635565519333 (0.19186165789221582) | > loss_disc_real_2: 0.179146409034729 (0.1887301717340641) | > loss_disc_real_3: 0.19064795970916748 (0.20550546595855299) | > loss_disc_real_4: 0.2433689683675766 (0.19693877399475446) | > loss_disc_real_5: 0.1748143583536148 (0.20891860980394547) | > loss_0: 2.177259683609009 (2.224844575943696) | > grad_norm_0: tensor(16.1156, device='cuda:0') (tensor(23.9771, device='cuda:0')) | > loss_gen: 2.9092164039611816 (2.745596103002103) | > loss_kl: 1.7540839910507202 (1.7312245572039784) | > loss_feat: 8.536725044250488 (8.167046657412781) | > loss_mel: 13.916254043579102 (13.103123893932752) | > loss_duration: 1.6525334119796753 (1.6809759934066315) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.768810272216797 (27.427967217752425) | > grad_norm_1: tensor(624.3688, device='cuda:0') (tensor(510.5417, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8518 (0.8501046398429285) | > loader_time: 0.0102 (0.009868427679526545)  --> TIME: 2025-05-10 11:51:05 -- STEP: 637/725 -- GLOBAL_STEP: 236450 | > loss_disc: 2.175642490386963 (2.225042009653066) | > loss_disc_real_0: 0.10167928785085678 (0.14825738760609067) | > loss_disc_real_1: 0.18414191901683807 (0.19193806996338023) | > loss_disc_real_2: 0.17894794046878815 (0.18912172525700047) | > loss_disc_real_3: 0.19567224383354187 (0.20562247412638915) | > loss_disc_real_4: 0.17945772409439087 (0.19686588495267984) | > loss_disc_real_5: 0.19064961373806 (0.20875875754764353) | > loss_0: 2.175642490386963 (2.225042009653066) | > grad_norm_0: tensor(15.4958, device='cuda:0') (tensor(23.8160, device='cuda:0')) | > loss_gen: 2.985013723373413 (2.744281681216492) | > loss_kl: 1.6577447652816772 (1.7341144689398247) | > loss_feat: 9.405211448669434 (8.162190660389841) | > loss_mel: 14.391011238098145 (13.109850049580292) | > loss_duration: 1.6528187990188599 (1.6807310916191) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.091800689697266 (27.43116795885693) | > grad_norm_1: tensor(553.6521, device='cuda:0') (tensor(507.0224, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8424 (0.8498981841130758) | > loader_time: 0.0091 (0.009867655051933544)  --> TIME: 2025-05-10 11:51:48 -- STEP: 687/725 -- GLOBAL_STEP: 236500 | > loss_disc: 2.1157915592193604 (2.226520920771528) | > loss_disc_real_0: 0.13343916833400726 (0.14815312733513122) | > loss_disc_real_1: 0.19183775782585144 (0.1921783690672947) | > loss_disc_real_2: 0.1832001656293869 (0.18929448227087622) | > loss_disc_real_3: 0.1877385973930359 (0.20577224197606336) | > loss_disc_real_4: 0.14121174812316895 (0.19703018769426625) | > loss_disc_real_5: 0.1854945868253708 (0.20851950351761592) | > loss_0: 2.1157915592193604 (2.226520920771528) | > grad_norm_0: tensor(24.3600, device='cuda:0') (tensor(24.0411, device='cuda:0')) | > loss_gen: 2.8198044300079346 (2.742623285782214) | > loss_kl: 1.771846890449524 (1.7332744043119783) | > loss_feat: 8.619226455688477 (8.150751024354475) | > loss_mel: 12.720990180969238 (13.09585678733593) | > loss_duration: 1.681185007095337 (1.6805795118798341) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.613054275512695 (27.40308501730839) | > grad_norm_1: tensor(669.8813, device='cuda:0') (tensor(508.7082, device='cuda:0')) | > current_lr_0: 0.000193555698675659 | > current_lr_1: 0.000193555698675659 | > step_time: 0.8608 (0.8492276411736723) | > loader_time: 0.0122 (0.009853815234210642)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.255516290664673 (2.255516290664673) | > loss_disc_real_0: 0.14684325456619263 (0.14684325456619263) | > loss_disc_real_1: 0.16348785161972046 (0.16348785161972046) | > loss_disc_real_2: 0.23682235181331635 (0.23682235181331635) | > loss_disc_real_3: 0.2033548355102539 (0.2033548355102539) | > loss_disc_real_4: 0.24851976335048676 (0.24851976335048676) | > loss_disc_real_5: 0.2121805101633072 (0.2121805101633072) | > loss_0: 2.255516290664673 (2.255516290664673) | > loss_gen: 2.756092071533203 (2.756092071533203) | > loss_kl: 2.079148769378662 (2.079148769378662) | > loss_feat: 8.622437477111816 (8.622437477111816) | > loss_mel: 13.675897598266602 (13.675897598266602) | > loss_duration: 1.704619288444519 (1.704619288444519) | > loss_1: 28.838193893432617 (28.838193893432617)  --> STEP: 1 | > loss_disc: 2.2017064094543457 (2.2017064094543457) | > loss_disc_real_0: 0.1477181762456894 (0.1477181762456894) | > loss_disc_real_1: 0.16189830005168915 (0.16189830005168915) | > loss_disc_real_2: 0.24272383749485016 (0.24272383749485016) | > loss_disc_real_3: 0.19114194810390472 (0.19114194810390472) | > loss_disc_real_4: 0.24329116940498352 (0.24329116940498352) | > loss_disc_real_5: 0.21157296001911163 (0.21157296001911163) | > loss_0: 2.2017064094543457 (2.2017064094543457) | > loss_gen: 2.840571880340576 (2.840571880340576) | > loss_kl: 2.0592193603515625 (2.0592193603515625) | > loss_feat: 8.653690338134766 (8.653690338134766) | > loss_mel: 14.434109687805176 (14.434109687805176) | > loss_duration: 1.7906970977783203 (1.7906970977783203) | > loss_1: 29.778287887573242 (29.778287887573242)  --> STEP: 2 | > loss_disc: 2.2538459300994873 (2.2277761697769165) | > loss_disc_real_0: 0.16277939081192017 (0.15524878352880478) | > loss_disc_real_1: 0.1735488474369049 (0.16772357374429703) | > loss_disc_real_2: 0.2378789484500885 (0.24030139297246933) | > loss_disc_real_3: 0.20119287073612213 (0.19616740942001343) | > loss_disc_real_4: 0.23987048864364624 (0.24158082902431488) | > loss_disc_real_5: 0.20259661972522736 (0.2070847898721695) | > loss_0: 2.2538459300994873 (2.2277761697769165) | > loss_gen: 2.674867868423462 (2.757719874382019) | > loss_kl: 2.108657121658325 (2.083938241004944) | > loss_feat: 7.359178066253662 (8.006434202194214) | > loss_mel: 12.955093383789062 (13.69460153579712) | > loss_duration: 1.8392879962921143 (1.8149925470352173) | > loss_1: 26.937084197998047 (28.357686042785645)  --> STEP: 3 | > loss_disc: 2.3097357749938965 (2.2550960381825766) | > loss_disc_real_0: 0.13988660275936127 (0.15012805660565695) | > loss_disc_real_1: 0.1698971837759018 (0.16844811042149863) | > loss_disc_real_2: 0.23374302685260773 (0.23811527093251547) | > loss_disc_real_3: 0.2012840062379837 (0.1978729416926702) | > loss_disc_real_4: 0.23197081685066223 (0.23837749163309732) | > loss_disc_real_5: 0.20231781899929047 (0.2054957995812098) | > loss_0: 2.3097357749938965 (2.2550960381825766) | > loss_gen: 2.520612955093384 (2.6786842346191406) | > loss_kl: 1.881852149963379 (2.0165762106577554) | > loss_feat: 8.119751930236816 (8.044206778208414) | > loss_mel: 13.060248374938965 (13.483150482177734) | > loss_duration: 1.8184733390808105 (1.816152811050415) | > loss_1: 27.400938034057617 (28.0387700398763)  --> STEP: 4 | > loss_disc: 2.1534976959228516 (2.2296964526176453) | > loss_disc_real_0: 0.1357370913028717 (0.14653031527996063) | > loss_disc_real_1: 0.16139887273311615 (0.166685800999403) | > loss_disc_real_2: 0.2250145822763443 (0.23484009876847267) | > loss_disc_real_3: 0.2016828954219818 (0.1988254301249981) | > loss_disc_real_4: 0.2631341218948364 (0.2445666491985321) | > loss_disc_real_5: 0.20339572429656982 (0.20497078076004982) | > loss_0: 2.1534976959228516 (2.2296964526176453) | > loss_gen: 2.893890380859375 (2.732485771179199) | > loss_kl: 1.8155829906463623 (1.9663279056549072) | > loss_feat: 10.203230857849121 (8.583962798118591) | > loss_mel: 15.348556518554688 (13.949501991271973) | > loss_duration: 1.7617238759994507 (1.802545577287674) | > loss_1: 32.02298355102539 (29.034823417663574) --> EVAL PERFORMANCE | > avg_loader_time: 0.27948659658432007 (-0.0018785595893859863) | > avg_loss_disc: 2.2296964526176453 (-0.015765249729156494) | > avg_loss_disc_real_0: 0.14653031527996063 (+0.05005764402449131) | > avg_loss_disc_real_1: 0.166685800999403 (-0.03724418580532074) | > avg_loss_disc_real_2: 0.23484009876847267 (+0.05084555596113205) | > avg_loss_disc_real_3: 0.1988254301249981 (-0.038867220282554626) | > avg_loss_disc_real_4: 0.2445666491985321 (-0.006549317389726639) | > avg_loss_disc_real_5: 0.20497078076004982 (-0.022196128964424133) | > avg_loss_0: 2.2296964526176453 (-0.015765249729156494) | > avg_loss_gen: 2.732485771179199 (+0.019302725791931152) | > avg_loss_kl: 1.9663279056549072 (-0.026268064975738525) | > avg_loss_feat: 8.583962798118591 (+0.37995684146881104) | > avg_loss_mel: 13.949501991271973 (+0.08258819580078125) | > avg_loss_duration: 1.802545577287674 (-0.0094432532787323) | > avg_loss_1: 29.034823417663574 (+0.4461355209350586)  > EPOCH: 263/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 11:52:27)   --> TIME: 2025-05-10 11:52:39 -- STEP: 12/725 -- GLOBAL_STEP: 236550 | > loss_disc: 2.1736059188842773 (2.2406739393870034) | > loss_disc_real_0: 0.09743642807006836 (0.14160044429202875) | > loss_disc_real_1: 0.17386750876903534 (0.19591968754927316) | > loss_disc_real_2: 0.16213811933994293 (0.1894675592581431) | > loss_disc_real_3: 0.19339722394943237 (0.21140259876847267) | > loss_disc_real_4: 0.1919672042131424 (0.1976360579331716) | > loss_disc_real_5: 0.1665409803390503 (0.19921675200263658) | > loss_0: 2.1736059188842773 (2.2406739393870034) | > grad_norm_0: tensor(14.1973, device='cuda:0') (tensor(25.4172, device='cuda:0')) | > loss_gen: 2.7256710529327393 (2.7253994146982827) | > loss_kl: 1.8917438983917236 (1.7809483309586842) | > loss_feat: 8.656991004943848 (7.96865451335907) | > loss_mel: 14.185357093811035 (13.31671110788981) | > loss_duration: 1.7102833986282349 (1.6808183093865712) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.170047760009766 (27.47253195444743) | > grad_norm_1: tensor(308.3364, device='cuda:0') (tensor(515.3328, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.841 (0.8345893224080404) | > loader_time: 0.0095 (0.009463210900624594)  --> TIME: 2025-05-10 11:53:22 -- STEP: 62/725 -- GLOBAL_STEP: 236600 | > loss_disc: 2.2260284423828125 (2.1961184201701998) | > loss_disc_real_0: 0.11582821607589722 (0.1379976533353329) | > loss_disc_real_1: 0.19656182825565338 (0.19167969303746377) | > loss_disc_real_2: 0.21148213744163513 (0.18870458920155803) | > loss_disc_real_3: 0.17899145185947418 (0.20470342256369128) | > loss_disc_real_4: 0.1829029768705368 (0.19497789178163774) | > loss_disc_real_5: 0.17596805095672607 (0.20127952916006886) | > loss_0: 2.2260284423828125 (2.1961184201701998) | > grad_norm_0: tensor(19.2469, device='cuda:0') (tensor(23.2586, device='cuda:0')) | > loss_gen: 2.6115128993988037 (2.768172579426919) | > loss_kl: 1.5120187997817993 (1.73094775215272) | > loss_feat: 7.995894908905029 (8.29933388771549) | > loss_mel: 12.855034828186035 (13.296415021342616) | > loss_duration: 1.708457112312317 (1.6723812030207725) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.682920455932617 (27.76725064554522) | > grad_norm_1: tensor(623.3082, device='cuda:0') (tensor(528.4742, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8242 (0.8482240400006694) | > loader_time: 0.0102 (0.00973354616472798)  --> TIME: 2025-05-10 11:54:06 -- STEP: 112/725 -- GLOBAL_STEP: 236650 | > loss_disc: 2.223621368408203 (2.2089340761303884) | > loss_disc_real_0: 0.12824761867523193 (0.14130057201587737) | > loss_disc_real_1: 0.19302420318126678 (0.1919106412678957) | > loss_disc_real_2: 0.19800059497356415 (0.1883615355140397) | > loss_disc_real_3: 0.2143496423959732 (0.2050242702077542) | > loss_disc_real_4: 0.20748859643936157 (0.19620821146028383) | > loss_disc_real_5: 0.20604059100151062 (0.2030048993016992) | > loss_0: 2.223621368408203 (2.2089340761303884) | > grad_norm_0: tensor(14.0263, device='cuda:0') (tensor(25.4394, device='cuda:0')) | > loss_gen: 2.779123306274414 (2.777491959077971) | > loss_kl: 1.7277228832244873 (1.7186025572674615) | > loss_feat: 8.830713272094727 (8.277988927704948) | > loss_mel: 13.579660415649414 (13.300422174589974) | > loss_duration: 1.6845380067825317 (1.678873431469713) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.601757049560547 (27.753378987312317) | > grad_norm_1: tensor(455.3760, device='cuda:0') (tensor(516.2576, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8425 (0.850103457059179) | > loader_time: 0.0093 (0.00980793578284127)  --> TIME: 2025-05-10 11:54:49 -- STEP: 162/725 -- GLOBAL_STEP: 236700 | > loss_disc: 2.3254687786102295 (2.199266053276297) | > loss_disc_real_0: 0.12544874846935272 (0.138892668724796) | > loss_disc_real_1: 0.1940968930721283 (0.1916013915597657) | > loss_disc_real_2: 0.2121085226535797 (0.1882494465436465) | > loss_disc_real_3: 0.22228913009166718 (0.20440934018956292) | > loss_disc_real_4: 0.1985294222831726 (0.19615579065349367) | > loss_disc_real_5: 0.21389596164226532 (0.20081725771780368) | > loss_0: 2.3254687786102295 (2.199266053276297) | > grad_norm_0: tensor(7.8924, device='cuda:0') (tensor(25.1928, device='cuda:0')) | > loss_gen: 2.6330790519714355 (2.783129533131918) | > loss_kl: 1.772784948348999 (1.7243910512806457) | > loss_feat: 7.420088768005371 (8.279940946602528) | > loss_mel: 12.893988609313965 (13.269426440015252) | > loss_duration: 1.6453118324279785 (1.6796564261118572) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.365253448486328 (27.736544408915954) | > grad_norm_1: tensor(348.6287, device='cuda:0') (tensor(526.1954, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8385 (0.8487175423421978) | > loader_time: 0.0104 (0.009871338620597931)  --> TIME: 2025-05-10 11:55:32 -- STEP: 212/725 -- GLOBAL_STEP: 236750 | > loss_disc: 2.1924922466278076 (2.1972791681874453) | > loss_disc_real_0: 0.14768826961517334 (0.13833068124949946) | > loss_disc_real_1: 0.21813924610614777 (0.19206371762842503) | > loss_disc_real_2: 0.20308519899845123 (0.18848845903884698) | > loss_disc_real_3: 0.203257754445076 (0.20390518058864576) | > loss_disc_real_4: 0.17051999270915985 (0.19603264113923288) | > loss_disc_real_5: 0.19379238784313202 (0.20058776670188275) | > loss_0: 2.1924922466278076 (2.1972791681874453) | > grad_norm_0: tensor(28.3333, device='cuda:0') (tensor(25.1178, device='cuda:0')) | > loss_gen: 2.7132651805877686 (2.78307502337222) | > loss_kl: 1.6940566301345825 (1.724326361462755) | > loss_feat: 8.074674606323242 (8.28944921043684) | > loss_mel: 12.8142671585083 (13.252564083855107) | > loss_duration: 1.6832343339920044 (1.6795557023219343) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.9794979095459 (27.72897037470116) | > grad_norm_1: tensor(371.1488, device='cuda:0') (tensor(533.2910, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8517 (0.850172572540787) | > loader_time: 0.0101 (0.009901973436463549)  --> TIME: 2025-05-10 11:56:15 -- STEP: 262/725 -- GLOBAL_STEP: 236800 | > loss_disc: 2.3993639945983887 (2.226914641966345) | > loss_disc_real_0: 0.13213834166526794 (0.16039327691302055) | > loss_disc_real_1: 0.21442367136478424 (0.19176310551075534) | > loss_disc_real_2: 0.23838509619235992 (0.18857140873224687) | > loss_disc_real_3: 0.20887765288352966 (0.2040997844843464) | > loss_disc_real_4: 0.2275954782962799 (0.19638014755403724) | > loss_disc_real_5: 0.22488203644752502 (0.2039810799574124) | > loss_0: 2.3993639945983887 (2.226914641966345) | > grad_norm_0: tensor(13.4661, device='cuda:0') (tensor(24.9048, device='cuda:0')) | > loss_gen: 2.6824522018432617 (2.778010289177641) | > loss_kl: 1.5997227430343628 (1.7262312874539207) | > loss_feat: 7.433206558227539 (8.283295241931013) | > loss_mel: 11.876673698425293 (13.270356509521717) | > loss_duration: 1.6826503276824951 (1.680764737020012) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.27470588684082 (27.73865814791381) | > grad_norm_1: tensor(285.2516, device='cuda:0') (tensor(517.1073, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8847 (0.8494921112788543) | > loader_time: 0.0098 (0.009965858386673087)  --> TIME: 2025-05-10 11:56:58 -- STEP: 312/725 -- GLOBAL_STEP: 236850 | > loss_disc: 2.2633121013641357 (2.2263799772048585) | > loss_disc_real_0: 0.1614236682653427 (0.16023943367867907) | > loss_disc_real_1: 0.19225448369979858 (0.19138410157309127) | > loss_disc_real_2: 0.17991423606872559 (0.18815051606641378) | > loss_disc_real_3: 0.19070753455162048 (0.20433192399258798) | > loss_disc_real_4: 0.17775559425354004 (0.1962195559858512) | > loss_disc_real_5: 0.17464634776115417 (0.20417656329197764) | > loss_0: 2.2633121013641357 (2.2263799772048585) | > grad_norm_0: tensor(16.8618, device='cuda:0') (tensor(24.2561, device='cuda:0')) | > loss_gen: 2.5289242267608643 (2.773612895837197) | > loss_kl: 1.657763957977295 (1.7286672561596599) | > loss_feat: 7.390693664550781 (8.290382139193705) | > loss_mel: 11.757164001464844 (13.258374367004786) | > loss_duration: 1.6888320446014404 (1.6800724806693883) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.023378372192383 (27.731109227889622) | > grad_norm_1: tensor(307.2318, device='cuda:0') (tensor(502.1385, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.83 (0.8490000932644574) | > loader_time: 0.0101 (0.00996572008499732)  --> TIME: 2025-05-10 11:57:42 -- STEP: 362/725 -- GLOBAL_STEP: 236900 | > loss_disc: 2.1419501304626465 (2.224856502114077) | > loss_disc_real_0: 0.11858472973108292 (0.1577814281686565) | > loss_disc_real_1: 0.18460039794445038 (0.19149062906016298) | > loss_disc_real_2: 0.1920187622308731 (0.1882057157010664) | > loss_disc_real_3: 0.18742097914218903 (0.20429730814629496) | > loss_disc_real_4: 0.22850173711776733 (0.19610284256507027) | > loss_disc_real_5: 0.21868039667606354 (0.20505386035251355) | > loss_0: 2.1419501304626465 (2.224856502114077) | > grad_norm_0: tensor(21.2728, device='cuda:0') (tensor(23.6847, device='cuda:0')) | > loss_gen: 2.787001132965088 (2.768977757316926) | > loss_kl: 1.8144415616989136 (1.7263225988788495) | > loss_feat: 8.498188972473145 (8.272827211664527) | > loss_mel: 13.420516967773438 (13.230595857398944) | > loss_duration: 1.6302037239074707 (1.6789142153539711) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.15035057067871 (27.677637700876478) | > grad_norm_1: tensor(431.2467, device='cuda:0') (tensor(495.4998, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8498 (0.8494908717455784) | > loader_time: 0.0105 (0.009979380428461734)  --> TIME: 2025-05-10 11:58:25 -- STEP: 412/725 -- GLOBAL_STEP: 236950 | > loss_disc: 2.211538553237915 (2.223003234388756) | > loss_disc_real_0: 0.1425011307001114 (0.15578591537851752) | > loss_disc_real_1: 0.18473684787750244 (0.19170457569574845) | > loss_disc_real_2: 0.1783931851387024 (0.18804358350999154) | > loss_disc_real_3: 0.19168585538864136 (0.204387374656293) | > loss_disc_real_4: 0.19674815237522125 (0.19597149636704952) | > loss_disc_real_5: 0.18884244561195374 (0.2048296541409585) | > loss_0: 2.211538553237915 (2.223003234388756) | > grad_norm_0: tensor(15.0503, device='cuda:0') (tensor(23.7517, device='cuda:0')) | > loss_gen: 2.6502366065979004 (2.7660267601892774) | > loss_kl: 1.6353024244308472 (1.7251093349989175) | > loss_feat: 7.84861946105957 (8.256472109590915) | > loss_mel: 11.75251293182373 (13.214460977072855) | > loss_duration: 1.6900689601898193 (1.679355705247342) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.576740264892578 (27.641424979978396) | > grad_norm_1: tensor(480.9193, device='cuda:0') (tensor(494.6764, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8619 (0.8492355861710111) | > loader_time: 0.0096 (0.009971014504293791)  --> TIME: 2025-05-10 11:59:08 -- STEP: 462/725 -- GLOBAL_STEP: 237000 | > loss_disc: 2.182028293609619 (2.2226542814985484) | > loss_disc_real_0: 0.14513909816741943 (0.15435841155452149) | > loss_disc_real_1: 0.175323486328125 (0.19174063489550633) | > loss_disc_real_2: 0.20091480016708374 (0.188020442213331) | > loss_disc_real_3: 0.20788489282131195 (0.20420488605509587) | > loss_disc_real_4: 0.2229248732328415 (0.19630855431546387) | > loss_disc_real_5: 0.22665207087993622 (0.20539050042887272) | > loss_0: 2.182028293609619 (2.2226542814985484) | > grad_norm_0: tensor(22.7920, device='cuda:0') (tensor(23.2711, device='cuda:0')) | > loss_gen: 2.860407829284668 (2.7615580347193256) | > loss_kl: 1.7201250791549683 (1.7242969168729079) | > loss_feat: 8.507599830627441 (8.248150915294493) | > loss_mel: 13.688904762268066 (13.20163360199371) | > loss_duration: 1.708834171295166 (1.6790541985850314) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.485872268676758 (27.614693761387944) | > grad_norm_1: tensor(667.8442, device='cuda:0') (tensor(485.4138, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.7979 (0.8484117633852607) | > loader_time: 0.0097 (0.009992562331162488) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_237000.pth  --> TIME: 2025-05-10 11:59:53 -- STEP: 512/725 -- GLOBAL_STEP: 237050 | > loss_disc: 2.372716188430786 (2.223494522972031) | > loss_disc_real_0: 0.18942388892173767 (0.15306123164191393) | > loss_disc_real_1: 0.23317855596542358 (0.19190940313274038) | > loss_disc_real_2: 0.2168484330177307 (0.1882307889172808) | > loss_disc_real_3: 0.21903881430625916 (0.20450489304494113) | > loss_disc_real_4: 0.19366037845611572 (0.19651516948943032) | > loss_disc_real_5: 0.22247271239757538 (0.20571340702008456) | > loss_0: 2.372716188430786 (2.223494522972031) | > grad_norm_0: tensor(15.5411, device='cuda:0') (tensor(23.2085, device='cuda:0')) | > loss_gen: 2.58028244972229 (2.757950241677462) | > loss_kl: 1.7643628120422363 (1.7263838299550114) | > loss_feat: 6.56584358215332 (8.23316490836441) | > loss_mel: 11.208037376403809 (13.197730554267764) | > loss_duration: 1.6291307210922241 (1.6798881294671446) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.747655868530273 (27.59511772915721) | > grad_norm_1: tensor(114.4855, device='cuda:0') (tensor(482.1355, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8429 (0.8479033834300934) | > loader_time: 0.0096 (0.010026410222053526)  --> TIME: 2025-05-10 12:00:36 -- STEP: 562/725 -- GLOBAL_STEP: 237100 | > loss_disc: 2.165654420852661 (2.220164208861855) | > loss_disc_real_0: 0.14007894694805145 (0.15212930187423898) | > loss_disc_real_1: 0.22449921071529388 (0.19169283234033718) | > loss_disc_real_2: 0.194025456905365 (0.1879054753911877) | > loss_disc_real_3: 0.18896375596523285 (0.20425663313089315) | > loss_disc_real_4: 0.2005169689655304 (0.19630030526703368) | > loss_disc_real_5: 0.21306820213794708 (0.20549057445280067) | > loss_0: 2.165654420852661 (2.220164208861855) | > grad_norm_0: tensor(13.9532, device='cuda:0') (tensor(23.5094, device='cuda:0')) | > loss_gen: 3.1240570545196533 (2.7621818717264186) | > loss_kl: 1.76466703414917 (1.726833243811258) | > loss_feat: 8.51588249206543 (8.256304236069258) | > loss_mel: 12.484596252441406 (13.210751411329385) | > loss_duration: 1.6458804607391357 (1.680017170532742) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.535083770751953 (27.636087991164665) | > grad_norm_1: tensor(386.8858, device='cuda:0') (tensor(480.3467, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.891 (0.8473541172373761) | > loader_time: 0.0095 (0.010029209041934845)  --> TIME: 2025-05-10 12:01:19 -- STEP: 612/725 -- GLOBAL_STEP: 237150 | > loss_disc: 2.3263444900512695 (2.2197557697498707) | > loss_disc_real_0: 0.13483688235282898 (0.150853873151385) | > loss_disc_real_1: 0.21151092648506165 (0.19185078178161108) | > loss_disc_real_2: 0.22854605317115784 (0.18821518921774189) | > loss_disc_real_3: 0.18721961975097656 (0.20449082845566316) | > loss_disc_real_4: 0.21103022992610931 (0.19642406292990156) | > loss_disc_real_5: 0.21813258528709412 (0.20555304923380907) | > loss_0: 2.3263444900512695 (2.2197557697498707) | > grad_norm_0: tensor(15.4571, device='cuda:0') (tensor(23.3368, device='cuda:0')) | > loss_gen: 2.5235767364501953 (2.7601857855429044) | > loss_kl: 1.8640592098236084 (1.7289232290258603) | > loss_feat: 7.229427814483643 (8.25237180049123) | > loss_mel: 12.670319557189941 (13.200919875911636) | > loss_duration: 1.6139122247695923 (1.6798382693645992) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.901294708251953 (27.6222390224731) | > grad_norm_1: tensor(105.9579, device='cuda:0') (tensor(480.6964, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8123 (0.8476552137362415) | > loader_time: 0.0109 (0.010018603084913268)  --> TIME: 2025-05-10 12:02:02 -- STEP: 662/725 -- GLOBAL_STEP: 237200 | > loss_disc: 2.389892578125 (2.2172420073491925) | > loss_disc_real_0: 0.16119278967380524 (0.14995208432126977) | > loss_disc_real_1: 0.2217603474855423 (0.1916683760564494) | > loss_disc_real_2: 0.20258033275604248 (0.18814386922607237) | > loss_disc_real_3: 0.2326240837574005 (0.20450220990847237) | > loss_disc_real_4: 0.22810909152030945 (0.1961594794812161) | > loss_disc_real_5: 0.22894202172756195 (0.20549338027339695) | > loss_0: 2.389892578125 (2.2172420073491925) | > grad_norm_0: tensor(29.4458, device='cuda:0') (tensor(23.5976, device='cuda:0')) | > loss_gen: 2.4990456104278564 (2.7647936704295644) | > loss_kl: 1.8688594102859497 (1.7334493865059228) | > loss_feat: 7.011334419250488 (8.26501697355887) | > loss_mel: 11.237146377563477 (13.209931030734428) | > loss_duration: 1.680410623550415 (1.6803581138391863) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.296796798706055 (27.653549223147845) | > grad_norm_1: tensor(656.2458, device='cuda:0') (tensor(485.0381, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8657 (0.8471557308900035) | > loader_time: 0.01 (0.010020733960085406)  --> TIME: 2025-05-10 12:02:45 -- STEP: 712/725 -- GLOBAL_STEP: 237250 | > loss_disc: 2.2721521854400635 (2.216794110750884) | > loss_disc_real_0: 0.12196957319974899 (0.1490836191524782) | > loss_disc_real_1: 0.2032412439584732 (0.1919066100642923) | > loss_disc_real_2: 0.2126915156841278 (0.18828993514598746) | > loss_disc_real_3: 0.18889518082141876 (0.20469908694621544) | > loss_disc_real_4: 0.16426026821136475 (0.19616186570669175) | > loss_disc_real_5: 0.2198410928249359 (0.20536655493164338) | > loss_0: 2.2721521854400635 (2.216794110750884) | > grad_norm_0: tensor(13.0506, device='cuda:0') (tensor(23.5180, device='cuda:0')) | > loss_gen: 2.4683053493499756 (2.764547355724184) | > loss_kl: 1.8268389701843262 (1.7353343608674046) | > loss_feat: 7.519926071166992 (8.265786506486748) | > loss_mel: 13.107718467712402 (13.210573189713982) | > loss_duration: 1.678356647491455 (1.679971903060259) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.601144790649414 (27.65621337462007) | > grad_norm_1: tensor(341.8491, device='cuda:0') (tensor(485.6383, device='cuda:0')) | > current_lr_0: 0.00019353150421332454 | > current_lr_1: 0.00019353150421332454 | > step_time: 0.8291 (0.8471822179435348) | > loader_time: 0.0096 (0.010033521759376092)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.258617401123047 (2.258617401123047) | > loss_disc_real_0: 0.14009004831314087 (0.14009004831314087) | > loss_disc_real_1: 0.19676636159420013 (0.19676636159420013) | > loss_disc_real_2: 0.21757285296916962 (0.21757285296916962) | > loss_disc_real_3: 0.2129487693309784 (0.2129487693309784) | > loss_disc_real_4: 0.24949580430984497 (0.24949580430984497) | > loss_disc_real_5: 0.20957258343696594 (0.20957258343696594) | > loss_0: 2.258617401123047 (2.258617401123047) | > loss_gen: 2.795560359954834 (2.795560359954834) | > loss_kl: 1.9748907089233398 (1.9748907089233398) | > loss_feat: 8.654287338256836 (8.654287338256836) | > loss_mel: 14.199472427368164 (14.199472427368164) | > loss_duration: 1.6953856945037842 (1.6953856945037842) | > loss_1: 29.319597244262695 (29.319597244262695)  --> STEP: 1 | > loss_disc: 2.2678558826446533 (2.2678558826446533) | > loss_disc_real_0: 0.13089703023433685 (0.13089703023433685) | > loss_disc_real_1: 0.23136769235134125 (0.23136769235134125) | > loss_disc_real_2: 0.21082453429698944 (0.21082453429698944) | > loss_disc_real_3: 0.21649228036403656 (0.21649228036403656) | > loss_disc_real_4: 0.23859871923923492 (0.23859871923923492) | > loss_disc_real_5: 0.23131975531578064 (0.23131975531578064) | > loss_0: 2.2678558826446533 (2.2678558826446533) | > loss_gen: 2.950467586517334 (2.950467586517334) | > loss_kl: 2.116607904434204 (2.116607904434204) | > loss_feat: 8.065892219543457 (8.065892219543457) | > loss_mel: 13.954399108886719 (13.954399108886719) | > loss_duration: 1.7970092296600342 (1.7970092296600342) | > loss_1: 28.884374618530273 (28.884374618530273)  --> STEP: 2 | > loss_disc: 2.3125579357147217 (2.2902069091796875) | > loss_disc_real_0: 0.16600456833839417 (0.1484507992863655) | > loss_disc_real_1: 0.2111540138721466 (0.22126085311174393) | > loss_disc_real_2: 0.21792902052402496 (0.2143767774105072) | > loss_disc_real_3: 0.1963295340538025 (0.20641090720891953) | > loss_disc_real_4: 0.24117843806743622 (0.23988857865333557) | > loss_disc_real_5: 0.21989555656909943 (0.22560765594244003) | > loss_0: 2.3125579357147217 (2.2902069091796875) | > loss_gen: 2.695662260055542 (2.823064923286438) | > loss_kl: 1.8225455284118652 (1.9695767164230347) | > loss_feat: 7.573709011077881 (7.819800615310669) | > loss_mel: 12.990419387817383 (13.47240924835205) | > loss_duration: 1.8524123430252075 (1.8247107863426208) | > loss_1: 26.93474769592285 (27.909561157226562)  --> STEP: 3 | > loss_disc: 2.163313627243042 (2.247909148534139) | > loss_disc_real_0: 0.11587875336408615 (0.1375934506456057) | > loss_disc_real_1: 0.20686744153499603 (0.21646304925282797) | > loss_disc_real_2: 0.20396317541599274 (0.21090557674566904) | > loss_disc_real_3: 0.20038820803165436 (0.2044033408164978) | > loss_disc_real_4: 0.2537546157836914 (0.24451059103012085) | > loss_disc_real_5: 0.20313994586467743 (0.2181184192498525) | > loss_0: 2.163313627243042 (2.247909148534139) | > loss_gen: 2.9607176780700684 (2.8689491748809814) | > loss_kl: 1.821415662765503 (1.9201896985371907) | > loss_feat: 9.470170021057129 (8.369923750559488) | > loss_mel: 15.042057037353516 (13.995625178019205) | > loss_duration: 1.8115588426589966 (1.820326805114746) | > loss_1: 31.105920791625977 (28.975014368693035)  --> STEP: 4 | > loss_disc: 2.3587653636932373 (2.2756232023239136) | > loss_disc_real_0: 0.13572922348976135 (0.13712739385664463) | > loss_disc_real_1: 0.23515379428863525 (0.22113573551177979) | > loss_disc_real_2: 0.19836978614330292 (0.20777162909507751) | > loss_disc_real_3: 0.19601954519748688 (0.20230739191174507) | > loss_disc_real_4: 0.22096192836761475 (0.23862342536449432) | > loss_disc_real_5: 0.22841423749923706 (0.22069237381219864) | > loss_0: 2.3587653636932373 (2.2756232023239136) | > loss_gen: 2.50545597076416 (2.778075873851776) | > loss_kl: 1.8704363107681274 (1.907751351594925) | > loss_feat: 6.601993560791016 (7.927941203117371) | > loss_mel: 12.222970962524414 (13.552461624145508) | > loss_duration: 1.750805377960205 (1.8029464483261108) | > loss_1: 24.95166015625 (27.969175815582275) --> EVAL PERFORMANCE | > avg_loader_time: 0.28084105253219604 (+0.0013544559478759766) | > avg_loss_disc: 2.2756232023239136 (+0.04592674970626831) | > avg_loss_disc_real_0: 0.13712739385664463 (-0.009402921423316002) | > avg_loss_disc_real_1: 0.22113573551177979 (+0.054449934512376785) | > avg_loss_disc_real_2: 0.20777162909507751 (-0.027068469673395157) | > avg_loss_disc_real_3: 0.20230739191174507 (+0.0034819617867469788) | > avg_loss_disc_real_4: 0.23862342536449432 (-0.005943223834037781) | > avg_loss_disc_real_5: 0.22069237381219864 (+0.01572159305214882) | > avg_loss_0: 2.2756232023239136 (+0.04592674970626831) | > avg_loss_gen: 2.778075873851776 (+0.045590102672576904) | > avg_loss_kl: 1.907751351594925 (-0.0585765540599823) | > avg_loss_feat: 7.927941203117371 (-0.6560215950012207) | > avg_loss_mel: 13.552461624145508 (-0.39704036712646484) | > avg_loss_duration: 1.8029464483261108 (+0.00040087103843688965) | > avg_loss_1: 27.969175815582275 (-1.0656476020812988)  > EPOCH: 264/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 12:03:03)   --> TIME: 2025-05-10 12:03:37 -- STEP: 37/725 -- GLOBAL_STEP: 237300 | > loss_disc: 2.1708905696868896 (2.2261461180609627) | > loss_disc_real_0: 0.1262858361005783 (0.14630965928773623) | > loss_disc_real_1: 0.17425130307674408 (0.19241634736189972) | > loss_disc_real_2: 0.17320261895656586 (0.19128785423330358) | > loss_disc_real_3: 0.18429648876190186 (0.20357552855401426) | > loss_disc_real_4: 0.17959225177764893 (0.19741611585423752) | > loss_disc_real_5: 0.21139681339263916 (0.20814268975644498) | > loss_0: 2.1708905696868896 (2.2261461180609627) | > grad_norm_0: tensor(13.9174, device='cuda:0') (tensor(24.0776, device='cuda:0')) | > loss_gen: 2.966552495956421 (2.7684264569669157) | > loss_kl: 1.6255336999893188 (1.7170786954261161) | > loss_feat: 8.412615776062012 (8.257508097468197) | > loss_mel: 12.52719783782959 (13.280425844965754) | > loss_duration: 1.6870827674865723 (1.6797941858704026) | > amp_scaler: 256.0 (311.3513513513513) | > loss_1: 27.218982696533203 (27.70323356422218) | > grad_norm_1: tensor(451.3240, device='cuda:0') (tensor(470.4734, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8607 (0.8466064543337435) | > loader_time: 0.0102 (0.010362270716074349)  --> TIME: 2025-05-10 12:04:20 -- STEP: 87/725 -- GLOBAL_STEP: 237350 | > loss_disc: 2.122034788131714 (2.2043938499757605) | > loss_disc_real_0: 0.13317829370498657 (0.14329098156471362) | > loss_disc_real_1: 0.21529681980609894 (0.1909463407321908) | > loss_disc_real_2: 0.16784590482711792 (0.18843868580357787) | > loss_disc_real_3: 0.19735468924045563 (0.2044742275243518) | > loss_disc_real_4: 0.18964572250843048 (0.19529494352039245) | > loss_disc_real_5: 0.23472043871879578 (0.20469368429019533) | > loss_0: 2.122034788131714 (2.2043938499757605) | > grad_norm_0: tensor(19.2456, device='cuda:0') (tensor(23.0898, device='cuda:0')) | > loss_gen: 2.785698175430298 (2.779623045318429) | > loss_kl: 1.743874192237854 (1.7048042930405716) | > loss_feat: 9.045706748962402 (8.356433709462484) | > loss_mel: 14.670310020446777 (13.393286485781616) | > loss_duration: 1.65303373336792 (1.6813702062628735) | > amp_scaler: 256.0 (279.5402298850575) | > loss_1: 29.898624420166016 (27.915517872777478) | > grad_norm_1: tensor(658.5684, device='cuda:0') (tensor(476.2038, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8163 (0.846945184400712) | > loader_time: 0.0095 (0.010163726477787412)  --> TIME: 2025-05-10 12:05:03 -- STEP: 137/725 -- GLOBAL_STEP: 237400 | > loss_disc: 2.2017924785614014 (2.2084058288240094) | > loss_disc_real_0: 0.14986929297447205 (0.14111528447727212) | > loss_disc_real_1: 0.1727679818868637 (0.19108578627997072) | > loss_disc_real_2: 0.18597440421581268 (0.18901109238610653) | > loss_disc_real_3: 0.21651126444339752 (0.20478222481090658) | > loss_disc_real_4: 0.19227685034275055 (0.1960945270792411) | > loss_disc_real_5: 0.20948588848114014 (0.20601458379822052) | > loss_0: 2.2017924785614014 (2.2084058288240094) | > grad_norm_0: tensor(26.7668, device='cuda:0') (tensor(22.7484, device='cuda:0')) | > loss_gen: 2.828634738922119 (2.7682490296607476) | > loss_kl: 1.7511546611785889 (1.7210652358340521) | > loss_feat: 8.237373352050781 (8.26915000302948) | > loss_mel: 12.661779403686523 (13.242679080823912) | > loss_duration: 1.6554896831512451 (1.680646013169393) | > amp_scaler: 256.0 (270.9489051094891) | > loss_1: 27.134429931640625 (27.681789523493634) | > grad_norm_1: tensor(235.9481, device='cuda:0') (tensor(483.9199, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8048 (0.8463682258216133) | > loader_time: 0.0095 (0.010104184603169015)  --> TIME: 2025-05-10 12:05:45 -- STEP: 187/725 -- GLOBAL_STEP: 237450 | > loss_disc: 2.2075436115264893 (2.212424857093689) | > loss_disc_real_0: 0.123792365193367 (0.141257622104915) | > loss_disc_real_1: 0.1746314913034439 (0.1912710477005351) | > loss_disc_real_2: 0.181138813495636 (0.1891489683944274) | > loss_disc_real_3: 0.18350204825401306 (0.2049313891220858) | > loss_disc_real_4: 0.17961500585079193 (0.19675440823330598) | > loss_disc_real_5: 0.2053411453962326 (0.20602842974152794) | > loss_0: 2.2075436115264893 (2.212424857093689) | > grad_norm_0: tensor(5.8126, device='cuda:0') (tensor(23.0297, device='cuda:0')) | > loss_gen: 2.7210912704467773 (2.75800819830461) | > loss_kl: 1.7606661319732666 (1.7168524118668256) | > loss_feat: 8.053421974182129 (8.224003582714722) | > loss_mel: 12.646286964416504 (13.166992167100549) | > loss_duration: 1.7091152667999268 (1.6805689481490433) | > amp_scaler: 256.0 (266.9518716577541) | > loss_1: 26.890581130981445 (27.5464254063081) | > grad_norm_1: tensor(276.2917, device='cuda:0') (tensor(494.0634, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8452 (0.8447757927491704) | > loader_time: 0.0111 (0.010055923206920924)  --> TIME: 2025-05-10 12:06:29 -- STEP: 237/725 -- GLOBAL_STEP: 237500 | > loss_disc: 2.1388683319091797 (2.2105856987997448) | > loss_disc_real_0: 0.16109468042850494 (0.14100212003359802) | > loss_disc_real_1: 0.19931845366954803 (0.19149655097396057) | > loss_disc_real_2: 0.19701862335205078 (0.18874235375772552) | > loss_disc_real_3: 0.23382097482681274 (0.20544756672301878) | > loss_disc_real_4: 0.2404896765947342 (0.19645448846404562) | > loss_disc_real_5: 0.21849468350410461 (0.20609230519850044) | > loss_0: 2.1388683319091797 (2.2105856987997448) | > grad_norm_0: tensor(34.5924, device='cuda:0') (tensor(22.8580, device='cuda:0')) | > loss_gen: 2.927464485168457 (2.763544614807966) | > loss_kl: 1.9699032306671143 (1.7190790981180055) | > loss_feat: 9.141283988952637 (8.254589615994878) | > loss_mel: 14.735672950744629 (13.16131950732525) | > loss_duration: 1.671578288078308 (1.6803426083633164) | > amp_scaler: 256.0 (264.6413502109704) | > loss_1: 30.445899963378906 (27.5788755215673) | > grad_norm_1: tensor(595.1696, device='cuda:0') (tensor(491.3821, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.7994 (0.8463259809630833) | > loader_time: 0.009 (0.01001170818312761)  --> TIME: 2025-05-10 12:07:12 -- STEP: 287/725 -- GLOBAL_STEP: 237550 | > loss_disc: 2.305539608001709 (2.212307828228648) | > loss_disc_real_0: 0.10820461809635162 (0.14114066151064847) | > loss_disc_real_1: 0.16818104684352875 (0.19136370588678095) | > loss_disc_real_2: 0.17532141506671906 (0.18878130105937396) | > loss_disc_real_3: 0.19093871116638184 (0.20487536266705722) | > loss_disc_real_4: 0.18651457130908966 (0.1963635157625019) | > loss_disc_real_5: 0.21283435821533203 (0.2066836458880727) | > loss_0: 2.305539608001709 (2.212307828228648) | > grad_norm_0: tensor(19.6325, device='cuda:0') (tensor(23.4419, device='cuda:0')) | > loss_gen: 2.446427345275879 (2.7607010457573864) | > loss_kl: 1.7402846813201904 (1.7189800249159541) | > loss_feat: 8.01988697052002 (8.230436506171683) | > loss_mel: 12.143940925598145 (13.148647245214374) | > loss_duration: 1.689060926437378 (1.6799891534998022) | > amp_scaler: 256.0 (263.13588850174216) | > loss_1: 26.039600372314453 (27.538754027894978) | > grad_norm_1: tensor(134.7209, device='cuda:0') (tensor(482.8519, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8106 (0.8469909865681718) | > loader_time: 0.0098 (0.009981329017399905)  --> TIME: 2025-05-10 12:07:55 -- STEP: 337/725 -- GLOBAL_STEP: 237600 | > loss_disc: 1.993070125579834 (2.213339681441422) | > loss_disc_real_0: 0.08940262347459793 (0.140636724936679) | > loss_disc_real_1: 0.19342264533042908 (0.19140196306415402) | > loss_disc_real_2: 0.15025594830513 (0.18863655962823753) | > loss_disc_real_3: 0.19199532270431519 (0.20509282293942288) | > loss_disc_real_4: 0.18593451380729675 (0.1967879359552345) | > loss_disc_real_5: 0.18796899914741516 (0.2072369196736848) | > loss_0: 1.993070125579834 (2.213339681441422) | > grad_norm_0: tensor(16.0378, device='cuda:0') (tensor(23.3855, device='cuda:0')) | > loss_gen: 3.012171745300293 (2.7566801893251225) | > loss_kl: 1.7128084897994995 (1.7227894651429942) | > loss_feat: 9.404733657836914 (8.213921910577442) | > loss_mel: 14.816819190979004 (13.131728050616799) | > loss_duration: 1.651848316192627 (1.6789782432844802) | > amp_scaler: 256.0 (262.0771513353116) | > loss_1: 30.59838104248047 (27.504097913068552) | > grad_norm_1: tensor(465.7226, device='cuda:0') (tensor(483.8773, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8667 (0.847065240763769) | > loader_time: 0.0096 (0.00995188438574001)  --> TIME: 2025-05-10 12:08:38 -- STEP: 387/725 -- GLOBAL_STEP: 237650 | > loss_disc: 2.1730282306671143 (2.2104601758395037) | > loss_disc_real_0: 0.13958047330379486 (0.13994172750671385) | > loss_disc_real_1: 0.2362782210111618 (0.19134449546805332) | > loss_disc_real_2: 0.19717901945114136 (0.1883193461623918) | > loss_disc_real_3: 0.20737850666046143 (0.20508321688464762) | > loss_disc_real_4: 0.20100697875022888 (0.19668381871025087) | > loss_disc_real_5: 0.2499932497739792 (0.20691581825107258) | > loss_0: 2.1730282306671143 (2.2104601758395037) | > grad_norm_0: tensor(35.5627, device='cuda:0') (tensor(23.8123, device='cuda:0')) | > loss_gen: 2.8660659790039062 (2.761815317533427) | > loss_kl: 1.5614088773727417 (1.7212140178187565) | > loss_feat: 8.211322784423828 (8.235586184863914) | > loss_mel: 13.430898666381836 (13.164865922558215) | > loss_duration: 1.7538628578186035 (1.6792326817524834) | > amp_scaler: 256.0 (261.29198966408296) | > loss_1: 27.823558807373047 (27.562714160258764) | > grad_norm_1: tensor(702.3771, device='cuda:0') (tensor(493.4189, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8407 (0.8466043188898447) | > loader_time: 0.012 (0.009945494259974747)  --> TIME: 2025-05-10 12:09:21 -- STEP: 437/725 -- GLOBAL_STEP: 237700 | > loss_disc: 2.117249011993408 (2.2096565525373553) | > loss_disc_real_0: 0.09606093168258667 (0.13962970287016926) | > loss_disc_real_1: 0.15329352021217346 (0.19135090957653597) | > loss_disc_real_2: 0.20352809131145477 (0.1882353843076823) | > loss_disc_real_3: 0.17690332233905792 (0.20526593722386008) | > loss_disc_real_4: 0.2092439830303192 (0.19660509021385866) | > loss_disc_real_5: 0.2496224045753479 (0.2066643035179963) | > loss_0: 2.117249011993408 (2.2096565525373553) | > grad_norm_0: tensor(33.4149, device='cuda:0') (tensor(23.8221, device='cuda:0')) | > loss_gen: 2.953155994415283 (2.7620851093353327) | > loss_kl: 1.800870656967163 (1.721440589400669) | > loss_feat: 9.664511680603027 (8.230194564269407) | > loss_mel: 15.035333633422852 (13.159138325968378) | > loss_duration: 1.6483235359191895 (1.678911370325416) | > amp_scaler: 256.0 (260.6864988558355) | > loss_1: 31.102195739746094 (27.55176998985168) | > grad_norm_1: tensor(631.4272, device='cuda:0') (tensor(493.7217, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8682 (0.8463779821548636) | > loader_time: 0.0097 (0.009944431296202353)  --> TIME: 2025-05-10 12:10:04 -- STEP: 487/725 -- GLOBAL_STEP: 237750 | > loss_disc: 2.3371942043304443 (2.2100995142601843) | > loss_disc_real_0: 0.15079370141029358 (0.14024911118667477) | > loss_disc_real_1: 0.19614818692207336 (0.19120741315813275) | > loss_disc_real_2: 0.20894864201545715 (0.18824700674604336) | > loss_disc_real_3: 0.22972774505615234 (0.20533270852399318) | > loss_disc_real_4: 0.19436456263065338 (0.1964346771673501) | > loss_disc_real_5: 0.24660691618919373 (0.2063035889389089) | > loss_0: 2.3371942043304443 (2.2100995142601843) | > grad_norm_0: tensor(13.2310, device='cuda:0') (tensor(24.1348, device='cuda:0')) | > loss_gen: 2.650716543197632 (2.761130060748152) | > loss_kl: 1.7399866580963135 (1.7190731266930364) | > loss_feat: 7.467192649841309 (8.22895219340708) | > loss_mel: 10.93597412109375 (13.157205346673422) | > loss_duration: 1.6772348880767822 (1.6796097662414613) | > amp_scaler: 256.0 (260.20533880903525) | > loss_1: 24.471105575561523 (27.54597053684493) | > grad_norm_1: tensor(387.5448, device='cuda:0') (tensor(492.7703, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8094 (0.8462381656654562) | > loader_time: 0.0095 (0.009942692652864864)  --> TIME: 2025-05-10 12:10:47 -- STEP: 537/725 -- GLOBAL_STEP: 237800 | > loss_disc: 2.266648769378662 (2.210631847603583) | > loss_disc_real_0: 0.16473938524723053 (0.14022845455776603) | > loss_disc_real_1: 0.21652662754058838 (0.1914868537940126) | > loss_disc_real_2: 0.19146835803985596 (0.18833415892870065) | > loss_disc_real_3: 0.2237572818994522 (0.20522889064787936) | > loss_disc_real_4: 0.19725899398326874 (0.196347537459164) | > loss_disc_real_5: 0.21814662218093872 (0.20652413756709748) | > loss_0: 2.266648769378662 (2.210631847603583) | > grad_norm_0: tensor(25.3904, device='cuda:0') (tensor(23.9224, device='cuda:0')) | > loss_gen: 2.671501636505127 (2.7589357325484625) | > loss_kl: 1.6367417573928833 (1.7191986238490269) | > loss_feat: 7.780184268951416 (8.221210997419888) | > loss_mel: 12.87761402130127 (13.153387506580886) | > loss_duration: 1.7025924921035767 (1.6800255144996576) | > amp_scaler: 256.0 (259.813780260708) | > loss_1: 26.66863441467285 (27.532758421516064) | > grad_norm_1: tensor(628.1987, device='cuda:0') (tensor(491.1231, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8295 (0.8458100621704727) | > loader_time: 0.01 (0.009969349014026489)  --> TIME: 2025-05-10 12:11:30 -- STEP: 587/725 -- GLOBAL_STEP: 237850 | > loss_disc: 2.1794514656066895 (2.210936350757461) | > loss_disc_real_0: 0.1604566127061844 (0.14041481683668527) | > loss_disc_real_1: 0.19845688343048096 (0.19140400972337895) | > loss_disc_real_2: 0.15871112048625946 (0.1883142626316015) | > loss_disc_real_3: 0.2143736630678177 (0.20504993256149753) | > loss_disc_real_4: 0.1957436352968216 (0.1963331599861029) | > loss_disc_real_5: 0.16852442920207977 (0.20657146078561398) | > loss_0: 2.1794514656066895 (2.210936350757461) | > grad_norm_0: tensor(31.9514, device='cuda:0') (tensor(23.7436, device='cuda:0')) | > loss_gen: 2.6575002670288086 (2.7585874996965147) | > loss_kl: 1.6520055532455444 (1.7197102852533783) | > loss_feat: 7.7292962074279785 (8.22645140262845) | > loss_mel: 13.554458618164062 (13.173430022023606) | > loss_duration: 1.6655676364898682 (1.679764491939058) | > amp_scaler: 256.0 (259.4889267461671) | > loss_1: 27.25882911682129 (27.557943727535527) | > grad_norm_1: tensor(638.4886, device='cuda:0') (tensor(487.9713, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8631 (0.8455889882992641) | > loader_time: 0.0118 (0.009970769362311543)  --> TIME: 2025-05-10 12:12:13 -- STEP: 637/725 -- GLOBAL_STEP: 237900 | > loss_disc: 2.188389539718628 (2.2102173596760917) | > loss_disc_real_0: 0.1025073453783989 (0.1405699340337112) | > loss_disc_real_1: 0.19053861498832703 (0.19136400579283322) | > loss_disc_real_2: 0.19265513122081757 (0.18848261981032902) | > loss_disc_real_3: 0.24112826585769653 (0.20487758512586784) | > loss_disc_real_4: 0.21060647070407867 (0.19624946307350008) | > loss_disc_real_5: 0.17685531079769135 (0.20624082492228768) | > loss_0: 2.188389539718628 (2.2102173596760917) | > grad_norm_0: tensor(17.3759, device='cuda:0') (tensor(23.8617, device='cuda:0')) | > loss_gen: 2.777791976928711 (2.7612210147234864) | > loss_kl: 1.8288416862487793 (1.7212478818848516) | > loss_feat: 9.127579689025879 (8.22865197048457) | > loss_mel: 14.52676773071289 (13.176871730918226) | > loss_duration: 1.6613948345184326 (1.679813364237033) | > amp_scaler: 256.0 (259.2150706436425) | > loss_1: 29.922374725341797 (27.56780597441237) | > grad_norm_1: tensor(231.3323, device='cuda:0') (tensor(488.3672, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8276 (0.8463934474687561) | > loader_time: 0.0093 (0.009958764634663863)  --> TIME: 2025-05-10 12:12:55 -- STEP: 687/725 -- GLOBAL_STEP: 237950 | > loss_disc: 2.1794204711914062 (2.209043348373457) | > loss_disc_real_0: 0.15537631511688232 (0.14043801990398663) | > loss_disc_real_1: 0.19360989332199097 (0.19134863211164638) | > loss_disc_real_2: 0.19302068650722504 (0.18849198687198035) | > loss_disc_real_3: 0.2028966248035431 (0.20471684441642826) | > loss_disc_real_4: 0.1701153665781021 (0.19618917461566027) | > loss_disc_real_5: 0.19556964933872223 (0.2060557091730651) | > loss_0: 2.1794204711914062 (2.209043348373457) | > grad_norm_0: tensor(24.0866, device='cuda:0') (tensor(23.8891, device='cuda:0')) | > loss_gen: 2.8217763900756836 (2.763535814340806) | > loss_kl: 1.5888526439666748 (1.7211149148371887) | > loss_feat: 8.200668334960938 (8.237587142372417) | > loss_mel: 11.86746883392334 (13.190897933260322) | > loss_duration: 1.6870102882385254 (1.6799649302095312) | > amp_scaler: 256.0 (258.98107714701644) | > loss_1: 26.1657772064209 (27.593100754628182) | > grad_norm_1: tensor(665.5027, device='cuda:0') (tensor(489.7744, device='cuda:0')) | > current_lr_0: 0.00019350731277529787 | > current_lr_1: 0.00019350731277529787 | > step_time: 0.8473 (0.8454495336985137) | > loader_time: 0.0102 (0.009959343739472097)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3992919921875 (2.3992919921875) | > loss_disc_real_0: 0.11545728147029877 (0.11545728147029877) | > loss_disc_real_1: 0.18436406552791595 (0.18436406552791595) | > loss_disc_real_2: 0.17666558921337128 (0.17666558921337128) | > loss_disc_real_3: 0.24900829792022705 (0.24900829792022705) | > loss_disc_real_4: 0.24524560570716858 (0.24524560570716858) | > loss_disc_real_5: 0.2558806240558624 (0.2558806240558624) | > loss_0: 2.3992919921875 (2.3992919921875) | > loss_gen: 2.3927528858184814 (2.3927528858184814) | > loss_kl: 2.1218912601470947 (2.1218912601470947) | > loss_feat: 7.935398101806641 (7.935398101806641) | > loss_mel: 13.55991268157959 (13.55991268157959) | > loss_duration: 1.6910102367401123 (1.6910102367401123) | > loss_1: 27.700965881347656 (27.700965881347656)  --> STEP: 1 | > loss_disc: 2.418879508972168 (2.418879508972168) | > loss_disc_real_0: 0.11003394424915314 (0.11003394424915314) | > loss_disc_real_1: 0.1950550377368927 (0.1950550377368927) | > loss_disc_real_2: 0.18836091458797455 (0.18836091458797455) | > loss_disc_real_3: 0.2276727855205536 (0.2276727855205536) | > loss_disc_real_4: 0.25785788893699646 (0.25785788893699646) | > loss_disc_real_5: 0.25862085819244385 (0.25862085819244385) | > loss_0: 2.418879508972168 (2.418879508972168) | > loss_gen: 2.3515026569366455 (2.3515026569366455) | > loss_kl: 2.063323974609375 (2.063323974609375) | > loss_feat: 6.823781490325928 (6.823781490325928) | > loss_mel: 13.397933959960938 (13.397933959960938) | > loss_duration: 1.7855448722839355 (1.7855448722839355) | > loss_1: 26.422088623046875 (26.422088623046875)  --> STEP: 2 | > loss_disc: 2.3183634281158447 (2.3686214685440063) | > loss_disc_real_0: 0.09891896694898605 (0.1044764555990696) | > loss_disc_real_1: 0.18528728187084198 (0.19017115980386734) | > loss_disc_real_2: 0.17753392457962036 (0.18294741958379745) | > loss_disc_real_3: 0.22858648002147675 (0.22812963277101517) | > loss_disc_real_4: 0.23661737143993378 (0.24723763018846512) | > loss_disc_real_5: 0.23024225234985352 (0.24443155527114868) | > loss_0: 2.3183634281158447 (2.3686214685440063) | > loss_gen: 2.420456886291504 (2.3859797716140747) | > loss_kl: 2.0739810466766357 (2.0686525106430054) | > loss_feat: 8.022180557250977 (7.422981023788452) | > loss_mel: 13.940614700317383 (13.66927433013916) | > loss_duration: 1.8455755710601807 (1.815560221672058) | > loss_1: 28.30280876159668 (27.362448692321777)  --> STEP: 3 | > loss_disc: 2.316483974456787 (2.3512423038482666) | > loss_disc_real_0: 0.114573635160923 (0.1078421821196874) | > loss_disc_real_1: 0.18316316604614258 (0.18783516188462576) | > loss_disc_real_2: 0.16172152757644653 (0.17587212224801382) | > loss_disc_real_3: 0.22594961524009705 (0.22740296026070914) | > loss_disc_real_4: 0.25211912393569946 (0.24886479477087656) | > loss_disc_real_5: 0.2134910523891449 (0.23411805431048074) | > loss_0: 2.316483974456787 (2.3512423038482666) | > loss_gen: 2.4552321434020996 (2.4090638955434165) | > loss_kl: 1.9319301843643188 (2.0230784018834433) | > loss_feat: 8.435357093811035 (7.7604397137959795) | > loss_mel: 13.683633804321289 (13.674060821533203) | > loss_duration: 1.8162189722061157 (1.8157798051834106) | > loss_1: 28.32237434387207 (27.682423909505207)  --> STEP: 4 | > loss_disc: 2.347472667694092 (2.350299894809723) | > loss_disc_real_0: 0.12380053102970123 (0.11183176934719086) | > loss_disc_real_1: 0.1931021511554718 (0.18915190920233727) | > loss_disc_real_2: 0.1602233201265335 (0.17195992171764374) | > loss_disc_real_3: 0.230110302567482 (0.22807979583740234) | > loss_disc_real_4: 0.24810154736042023 (0.24867398291826248) | > loss_disc_real_5: 0.2243342250585556 (0.23167209699749947) | > loss_0: 2.347472667694092 (2.350299894809723) | > loss_gen: 2.4001927375793457 (2.4068461060523987) | > loss_kl: 1.9503332376480103 (2.004892110824585) | > loss_feat: 7.865779876708984 (7.786774754524231) | > loss_mel: 13.153319358825684 (13.543875455856323) | > loss_duration: 1.7677063941955566 (1.8037614524364471) | > loss_1: 27.137331008911133 (27.54615068435669) --> EVAL PERFORMANCE | > avg_loader_time: 0.27884441614151 (-0.001996636390686035) | > avg_loss_disc: 2.350299894809723 (+0.07467669248580933) | > avg_loss_disc_real_0: 0.11183176934719086 (-0.025295624509453773) | > avg_loss_disc_real_1: 0.18915190920233727 (-0.03198382630944252) | > avg_loss_disc_real_2: 0.17195992171764374 (-0.03581170737743378) | > avg_loss_disc_real_3: 0.22807979583740234 (+0.025772403925657272) | > avg_loss_disc_real_4: 0.24867398291826248 (+0.010050557553768158) | > avg_loss_disc_real_5: 0.23167209699749947 (+0.010979723185300827) | > avg_loss_0: 2.350299894809723 (+0.07467669248580933) | > avg_loss_gen: 2.4068461060523987 (-0.37122976779937744) | > avg_loss_kl: 2.004892110824585 (+0.09714075922966003) | > avg_loss_feat: 7.786774754524231 (-0.14116644859313965) | > avg_loss_mel: 13.543875455856323 (-0.00858616828918457) | > avg_loss_duration: 1.8037614524364471 (+0.0008150041103363037) | > avg_loss_1: 27.54615068435669 (-0.42302513122558594)  > EPOCH: 265/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 12:13:34)   --> TIME: 2025-05-10 12:13:47 -- STEP: 12/725 -- GLOBAL_STEP: 238000 | > loss_disc: 2.215292453765869 (2.2447074254353843) | > loss_disc_real_0: 0.11716104298830032 (0.14449812906483808) | > loss_disc_real_1: 0.17296947538852692 (0.19381878152489662) | > loss_disc_real_2: 0.21541613340377808 (0.1934846801062425) | > loss_disc_real_3: 0.20747369527816772 (0.20779808734854063) | > loss_disc_real_4: 0.1822805404663086 (0.2001189465324084) | > loss_disc_real_5: 0.2017107903957367 (0.20898156613111496) | > loss_0: 2.215292453765869 (2.2447074254353843) | > grad_norm_0: tensor(13.3908, device='cuda:0') (tensor(21.9953, device='cuda:0')) | > loss_gen: 2.573193073272705 (2.7077998916308084) | > loss_kl: 1.7483879327774048 (1.7519120176633198) | > loss_feat: 8.023821830749512 (8.050867915153503) | > loss_mel: 13.471888542175293 (13.304660399754843) | > loss_duration: 1.7157942056655884 (1.686701665321986) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.533084869384766 (27.501941521962483) | > grad_norm_1: tensor(371.3530, device='cuda:0') (tensor(416.1654, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8453 (0.837914228439331) | > loader_time: 0.0109 (0.009975771109263102) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_238000.pth  --> TIME: 2025-05-10 12:14:32 -- STEP: 62/725 -- GLOBAL_STEP: 238050 | > loss_disc: 2.2974319458007812 (2.217046287751966) | > loss_disc_real_0: 0.12333319336175919 (0.13947005077235164) | > loss_disc_real_1: 0.1796099990606308 (0.1931730066576312) | > loss_disc_real_2: 0.20007982850074768 (0.19073716815440886) | > loss_disc_real_3: 0.20630310475826263 (0.20537681613237627) | > loss_disc_real_4: 0.15748809278011322 (0.1985444827906547) | > loss_disc_real_5: 0.24070808291435242 (0.20672273852171436) | > loss_0: 2.2974319458007812 (2.217046287751966) | > grad_norm_0: tensor(23.3934, device='cuda:0') (tensor(22.5588, device='cuda:0')) | > loss_gen: 2.557905673980713 (2.7552971070812595) | > loss_kl: 1.5940799713134766 (1.7207508990841527) | > loss_feat: 7.841013431549072 (8.18302881333136) | > loss_mel: 11.725555419921875 (13.19540975939843) | > loss_duration: 1.7299250364303589 (1.676508936189836) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.44847869873047 (27.530995522775957) | > grad_norm_1: tensor(601.5215, device='cuda:0') (tensor(503.6399, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8369 (0.8471466918145457) | > loader_time: 0.0097 (0.010065778609245055)  --> TIME: 2025-05-10 12:15:16 -- STEP: 112/725 -- GLOBAL_STEP: 238100 | > loss_disc: 2.1372499465942383 (2.223329248172896) | > loss_disc_real_0: 0.10612617433071136 (0.14023064296426518) | > loss_disc_real_1: 0.2098732590675354 (0.19272234823022574) | > loss_disc_real_2: 0.1852809637784958 (0.19207641775054587) | > loss_disc_real_3: 0.21311995387077332 (0.2058261233781065) | > loss_disc_real_4: 0.20445922017097473 (0.1976706009092076) | > loss_disc_real_5: 0.22562803328037262 (0.20790722527142083) | > loss_0: 2.1372499465942383 (2.223329248172896) | > grad_norm_0: tensor(17.3830, device='cuda:0') (tensor(21.6790, device='cuda:0')) | > loss_gen: 2.950486421585083 (2.748420617410114) | > loss_kl: 1.621825933456421 (1.707949022097247) | > loss_feat: 8.978163719177246 (8.165448329278403) | > loss_mel: 14.02406120300293 (13.179183849266597) | > loss_duration: 1.6679348945617676 (1.6806458085775375) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.24247169494629 (27.481647644724166) | > grad_norm_1: tensor(515.4807, device='cuda:0') (tensor(462.3101, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8258 (0.853332410965647) | > loader_time: 0.0091 (0.009814356054578506)  --> TIME: 2025-05-10 12:15:59 -- STEP: 162/725 -- GLOBAL_STEP: 238150 | > loss_disc: 2.1238620281219482 (2.222896400793099) | > loss_disc_real_0: 0.12459734082221985 (0.14104999767409432) | > loss_disc_real_1: 0.20001186430454254 (0.19295180736132614) | > loss_disc_real_2: 0.17897528409957886 (0.1913887719497268) | > loss_disc_real_3: 0.19211839139461517 (0.2055848979471642) | > loss_disc_real_4: 0.17299418151378632 (0.19807390086812746) | > loss_disc_real_5: 0.18423011898994446 (0.20676590244711182) | > loss_0: 2.1238620281219482 (2.222896400793099) | > grad_norm_0: tensor(27.0563, device='cuda:0') (tensor(21.8672, device='cuda:0')) | > loss_gen: 2.726109504699707 (2.7451330305617536) | > loss_kl: 1.494192123413086 (1.698982459527475) | > loss_feat: 9.203008651733398 (8.153730003922073) | > loss_mel: 13.788291931152344 (13.140021023926911) | > loss_duration: 1.6297054290771484 (1.6807441461233446) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.841306686401367 (27.418610725873773) | > grad_norm_1: tensor(774.6771, device='cuda:0') (tensor(459.9243, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8396 (0.85272905856003) | > loader_time: 0.0092 (0.009815430935518241)  --> TIME: 2025-05-10 12:16:42 -- STEP: 212/725 -- GLOBAL_STEP: 238200 | > loss_disc: 2.3086347579956055 (2.2223429696739827) | > loss_disc_real_0: 0.1781548708677292 (0.14104513286279072) | > loss_disc_real_1: 0.22741739451885223 (0.19303476697993735) | > loss_disc_real_2: 0.17422924935817719 (0.19086532006567372) | > loss_disc_real_3: 0.20056582987308502 (0.20556535107909504) | > loss_disc_real_4: 0.21121160686016083 (0.19848299251412452) | > loss_disc_real_5: 0.21695375442504883 (0.20558930469571418) | > loss_0: 2.3086347579956055 (2.2223429696739827) | > grad_norm_0: tensor(32.6853, device='cuda:0') (tensor(22.7445, device='cuda:0')) | > loss_gen: 2.594698429107666 (2.751105311906563) | > loss_kl: 1.6893566846847534 (1.7048758313340961) | > loss_feat: 6.911962985992432 (8.157423428769386) | > loss_mel: 11.50831127166748 (13.123668027373979) | > loss_duration: 1.6784212589263916 (1.680395076297364) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.382749557495117 (27.417467684115994) | > grad_norm_1: tensor(577.4398, device='cuda:0') (tensor(461.8458, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8495 (0.8525204073708013) | > loader_time: 0.0093 (0.009814527799498365)  --> TIME: 2025-05-10 12:17:26 -- STEP: 262/725 -- GLOBAL_STEP: 238250 | > loss_disc: 2.1255831718444824 (2.2183251849567602) | > loss_disc_real_0: 0.12548057734966278 (0.1403077117928113) | > loss_disc_real_1: 0.18996179103851318 (0.19301274498455404) | > loss_disc_real_2: 0.15497644245624542 (0.1903819827974297) | > loss_disc_real_3: 0.20612668991088867 (0.20534082325815242) | > loss_disc_real_4: 0.19999848306179047 (0.19792353959028963) | > loss_disc_real_5: 0.18445996940135956 (0.20506635894074696) | > loss_0: 2.1255831718444824 (2.2183251849567602) | > grad_norm_0: tensor(24.8096, device='cuda:0') (tensor(23.3107, device='cuda:0')) | > loss_gen: 2.9677135944366455 (2.7578724832025197) | > loss_kl: 1.7129123210906982 (1.705944648680796) | > loss_feat: 8.654788970947266 (8.190316957371843) | > loss_mel: 13.683708190917969 (13.146232433901488) | > loss_duration: 1.6753013134002686 (1.6810792366056952) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.694425582885742 (27.481445807537042) | > grad_norm_1: tensor(270.1149, device='cuda:0') (tensor(480.1753, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8856 (0.8513510664000766) | > loader_time: 0.0098 (0.009766957232060327)  --> TIME: 2025-05-10 12:18:09 -- STEP: 312/725 -- GLOBAL_STEP: 238300 | > loss_disc: 2.2140183448791504 (2.2245798741395646) | > loss_disc_real_0: 0.14292208850383759 (0.14071138613881232) | > loss_disc_real_1: 0.20759984850883484 (0.19402245814219504) | > loss_disc_real_2: 0.19425763189792633 (0.19085004309622128) | > loss_disc_real_3: 0.20350417494773865 (0.20574291819372242) | > loss_disc_real_4: 0.22036632895469666 (0.1983561851084234) | > loss_disc_real_5: 0.20580723881721497 (0.20563839944318318) | > loss_0: 2.2140183448791504 (2.2245798741395646) | > grad_norm_0: tensor(26.3366, device='cuda:0') (tensor(23.5307, device='cuda:0')) | > loss_gen: 2.848189115524292 (2.754164762986013) | > loss_kl: 1.5677742958068848 (1.7089051397947164) | > loss_feat: 8.22590446472168 (8.159533936243797) | > loss_mel: 13.657188415527344 (13.097315650719858) | > loss_duration: 1.6840523481369019 (1.6801324960512993) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.98310661315918 (27.400051997258107) | > grad_norm_1: tensor(700.2861, device='cuda:0') (tensor(489.3034, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.843 (0.8505849822973592) | > loader_time: 0.0102 (0.009756127993265787)  --> TIME: 2025-05-10 12:18:52 -- STEP: 362/725 -- GLOBAL_STEP: 238350 | > loss_disc: 2.2417545318603516 (2.2219285250368674) | > loss_disc_real_0: 0.16937625408172607 (0.1401881339717967) | > loss_disc_real_1: 0.20745261013507843 (0.1935594647464173) | > loss_disc_real_2: 0.23471394181251526 (0.1908545690429143) | > loss_disc_real_3: 0.19249236583709717 (0.20593261121880288) | > loss_disc_real_4: 0.20498329401016235 (0.19833146093300047) | > loss_disc_real_5: 0.201205313205719 (0.2055916690694693) | > loss_0: 2.2417545318603516 (2.2219285250368674) | > grad_norm_0: tensor(20.3064, device='cuda:0') (tensor(23.9177, device='cuda:0')) | > loss_gen: 2.758533477783203 (2.7566784363425243) | > loss_kl: 1.7171319723129272 (1.7118301223654773) | > loss_feat: 8.202922821044922 (8.174804078939873) | > loss_mel: 13.5874662399292 (13.12698889305578) | > loss_duration: 1.626510739326477 (1.6792778708658165) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.89256477355957 (27.449579375883488) | > grad_norm_1: tensor(576.4186, device='cuda:0') (tensor(495.8168, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.855 (0.8511415245783261) | > loader_time: 0.0094 (0.009770419057561553)  --> TIME: 2025-05-10 12:19:35 -- STEP: 412/725 -- GLOBAL_STEP: 238400 | > loss_disc: 2.2493674755096436 (2.218227233122851) | > loss_disc_real_0: 0.176968052983284 (0.14018336506289197) | > loss_disc_real_1: 0.20835785567760468 (0.19311327013431248) | > loss_disc_real_2: 0.19261470437049866 (0.19040530391977814) | > loss_disc_real_3: 0.20187535881996155 (0.20550867383485863) | > loss_disc_real_4: 0.19000360369682312 (0.19792040271087769) | > loss_disc_real_5: 0.21772032976150513 (0.20528521019856907) | > loss_0: 2.2493674755096436 (2.218227233122851) | > grad_norm_0: tensor(25.3460, device='cuda:0') (tensor(24.1123, device='cuda:0')) | > loss_gen: 2.707723617553711 (2.7625465225247505) | > loss_kl: 1.7257195711135864 (1.7138824063597373) | > loss_feat: 8.001252174377441 (8.194276983298149) | > loss_mel: 13.254353523254395 (13.141214815158284) | > loss_duration: 1.6961561441421509 (1.680169092509353) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.385204315185547 (27.492089790047945) | > grad_norm_1: tensor(680.8496, device='cuda:0') (tensor(503.5016, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8646 (0.8510825419888912) | > loader_time: 0.0097 (0.009755625308138652)  --> TIME: 2025-05-10 12:20:18 -- STEP: 462/725 -- GLOBAL_STEP: 238450 | > loss_disc: 2.107445001602173 (2.2171038451132805) | > loss_disc_real_0: 0.1307295560836792 (0.1397224270871709) | > loss_disc_real_1: 0.1752970963716507 (0.19304095469898994) | > loss_disc_real_2: 0.17335841059684753 (0.1904326420906301) | > loss_disc_real_3: 0.1823882758617401 (0.2052134509597506) | > loss_disc_real_4: 0.22144772112369537 (0.1978136771298075) | > loss_disc_real_5: 0.2053956538438797 (0.20520768301698553) | > loss_0: 2.107445001602173 (2.2171038451132805) | > grad_norm_0: tensor(21.7663, device='cuda:0') (tensor(24.0120, device='cuda:0')) | > loss_gen: 3.0207626819610596 (2.7617725252589107) | > loss_kl: 1.8404242992401123 (1.7151071560847295) | > loss_feat: 9.40111255645752 (8.200542534584608) | > loss_mel: 14.297048568725586 (13.13165136642786) | > loss_duration: 1.7175910472869873 (1.68029066700956) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.276939392089844 (27.48936423594817) | > grad_norm_1: tensor(250.2957, device='cuda:0') (tensor(504.2509, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.7951 (0.8505265934642774) | > loader_time: 0.0102 (0.009770416594170904)  --> TIME: 2025-05-10 12:21:02 -- STEP: 512/725 -- GLOBAL_STEP: 238500 | > loss_disc: 2.261807441711426 (2.215841433964667) | > loss_disc_real_0: 0.17542120814323425 (0.13980967520910795) | > loss_disc_real_1: 0.18279126286506653 (0.19292426103493202) | > loss_disc_real_2: 0.20648916065692902 (0.19052374362945546) | > loss_disc_real_3: 0.23683233559131622 (0.20516333490377295) | > loss_disc_real_4: 0.17508262395858765 (0.19763522499124528) | > loss_disc_real_5: 0.2231919765472412 (0.20493361941771582) | > loss_0: 2.261807441711426 (2.215841433964667) | > grad_norm_0: tensor(36.4885, device='cuda:0') (tensor(24.4296, device='cuda:0')) | > loss_gen: 2.8508596420288086 (2.7658218750730157) | > loss_kl: 1.7671886682510376 (1.7183554088696837) | > loss_feat: 8.71581745147705 (8.211657804436983) | > loss_mel: 12.870984077453613 (13.136056279763576) | > loss_duration: 1.623966932296753 (1.681166848866269) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.828815460205078 (27.513058219105) | > grad_norm_1: tensor(624.5919, device='cuda:0') (tensor(505.9048, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8497 (0.8511696704663335) | > loader_time: 0.0095 (0.009757630992680788)  --> TIME: 2025-05-10 12:21:45 -- STEP: 562/725 -- GLOBAL_STEP: 238550 | > loss_disc: 2.187452554702759 (2.2143223994143035) | > loss_disc_real_0: 0.10653971880674362 (0.1393245122133626) | > loss_disc_real_1: 0.16676296293735504 (0.1927682893131976) | > loss_disc_real_2: 0.1909889280796051 (0.19028825766251162) | > loss_disc_real_3: 0.19380740821361542 (0.20511550169928644) | > loss_disc_real_4: 0.21783378720283508 (0.19771501830252047) | > loss_disc_real_5: 0.17080722749233246 (0.20517178370328987) | > loss_0: 2.187452554702759 (2.2143223994143035) | > grad_norm_0: tensor(24.6810, device='cuda:0') (tensor(24.3686, device='cuda:0')) | > loss_gen: 2.7624425888061523 (2.767009841165509) | > loss_kl: 1.7515466213226318 (1.7240201190273108) | > loss_feat: 8.30270767211914 (8.220890836783575) | > loss_mel: 12.154672622680664 (13.142189158239399) | > loss_duration: 1.6427260637283325 (1.681376143070302) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.614097595214844 (27.53548609913456) | > grad_norm_1: tensor(554.8063, device='cuda:0') (tensor(507.3692, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8944 (0.850857957402158) | > loader_time: 0.0097 (0.009745698382421742)  --> TIME: 2025-05-10 12:22:28 -- STEP: 612/725 -- GLOBAL_STEP: 238600 | > loss_disc: 2.2275784015655518 (2.2137300683781955) | > loss_disc_real_0: 0.12001029402017593 (0.1393963235972171) | > loss_disc_real_1: 0.23109543323516846 (0.19276642356238333) | > loss_disc_real_2: 0.19250644743442535 (0.19016626740203163) | > loss_disc_real_3: 0.1887814849615097 (0.205226844334914) | > loss_disc_real_4: 0.2110186368227005 (0.19759243551422573) | > loss_disc_real_5: 0.21157650649547577 (0.2053185662899921) | > loss_0: 2.2275784015655518 (2.2137300683781955) | > grad_norm_0: tensor(21.6133, device='cuda:0') (tensor(24.0747, device='cuda:0')) | > loss_gen: 2.6456961631774902 (2.765214824209027) | > loss_kl: 1.666107416152954 (1.725419247656865) | > loss_feat: 7.267374515533447 (8.224473107874003) | > loss_mel: 12.09428596496582 (13.150479215422486) | > loss_duration: 1.6267573833465576 (1.6812429730019538) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.300220489501953 (27.54682935764586) | > grad_norm_1: tensor(462.4792, device='cuda:0') (tensor(506.9840, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8129 (0.8503051883254955) | > loader_time: 0.0086 (0.009742749282737183)  --> TIME: 2025-05-10 12:23:10 -- STEP: 662/725 -- GLOBAL_STEP: 238650 | > loss_disc: 2.2362935543060303 (2.2133265776936706) | > loss_disc_real_0: 0.2174152433872223 (0.13954612494550464) | > loss_disc_real_1: 0.2013067752122879 (0.1926386773901404) | > loss_disc_real_2: 0.21852540969848633 (0.19003761395406854) | > loss_disc_real_3: 0.18983279168605804 (0.20518130021242936) | > loss_disc_real_4: 0.17651981115341187 (0.1974886773531171) | > loss_disc_real_5: 0.2204056680202484 (0.20531784905137612) | > loss_0: 2.2362935543060303 (2.2133265776936706) | > grad_norm_0: tensor(23.0214, device='cuda:0') (tensor(23.9530, device='cuda:0')) | > loss_gen: 2.823720693588257 (2.76431542148763) | > loss_kl: 1.7303814888000488 (1.7247807396142498) | > loss_feat: 7.890999794006348 (8.222348656899264) | > loss_mel: 12.20843505859375 (13.147953017600708) | > loss_duration: 1.6821162700653076 (1.6817030364653136) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.33565330505371 (27.54110085640068) | > grad_norm_1: tensor(563.9179, device='cuda:0') (tensor(504.8274, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.8685 (0.8494252470684915) | > loader_time: 0.0104 (0.00972944732158925)  --> TIME: 2025-05-10 12:23:54 -- STEP: 712/725 -- GLOBAL_STEP: 238700 | > loss_disc: 2.3872742652893066 (2.2125904069522737) | > loss_disc_real_0: 0.258029967546463 (0.13981486465572673) | > loss_disc_real_1: 0.19730179011821747 (0.19262228826625968) | > loss_disc_real_2: 0.18470783531665802 (0.18999829367221732) | > loss_disc_real_3: 0.22667843103408813 (0.2051391058883975) | > loss_disc_real_4: 0.21450546383857727 (0.19743048477122627) | > loss_disc_real_5: 0.21301069855690002 (0.20521056384183048) | > loss_0: 2.3872742652893066 (2.2125904069522737) | > grad_norm_0: tensor(37.6777, device='cuda:0') (tensor(24.1362, device='cuda:0')) | > loss_gen: 2.604166030883789 (2.766353821486571) | > loss_kl: 2.0550503730773926 (1.7249165311288293) | > loss_feat: 6.851145267486572 (8.230234663138237) | > loss_mel: 12.441399574279785 (13.156955147057431) | > loss_duration: 1.681884527206421 (1.6813646461186784) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.63364601135254 (27.559824796205145) | > grad_norm_1: tensor(376.5359, device='cuda:0') (tensor(507.3743, device='cuda:0')) | > current_lr_0: 0.00019348312436120093 | > current_lr_1: 0.00019348312436120093 | > step_time: 0.823 (0.8493719599889905) | > loader_time: 0.0091 (0.009730235914166045)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4800469875335693 (2.4800469875335693) | > loss_disc_real_0: 0.31622055172920227 (0.31622055172920227) | > loss_disc_real_1: 0.14250195026397705 (0.14250195026397705) | > loss_disc_real_2: 0.2553178369998932 (0.2553178369998932) | > loss_disc_real_3: 0.31137174367904663 (0.31137174367904663) | > loss_disc_real_4: 0.2929995059967041 (0.2929995059967041) | > loss_disc_real_5: 0.21511641144752502 (0.21511641144752502) | > loss_0: 2.4800469875335693 (2.4800469875335693) | > loss_gen: 3.1204636096954346 (3.1204636096954346) | > loss_kl: 2.096496343612671 (2.096496343612671) | > loss_feat: 9.084050178527832 (9.084050178527832) | > loss_mel: 14.822286605834961 (14.822286605834961) | > loss_duration: 1.6979924440383911 (1.6979924440383911) | > loss_1: 30.821290969848633 (30.821290969848633)  --> STEP: 1 | > loss_disc: 2.5560643672943115 (2.5560643672943115) | > loss_disc_real_0: 0.33605387806892395 (0.33605387806892395) | > loss_disc_real_1: 0.1398046910762787 (0.1398046910762787) | > loss_disc_real_2: 0.25251734256744385 (0.25251734256744385) | > loss_disc_real_3: 0.30414822697639465 (0.30414822697639465) | > loss_disc_real_4: 0.28415897488594055 (0.28415897488594055) | > loss_disc_real_5: 0.25317496061325073 (0.25317496061325073) | > loss_0: 2.5560643672943115 (2.5560643672943115) | > loss_gen: 3.10347318649292 (3.10347318649292) | > loss_kl: 1.9457635879516602 (1.9457635879516602) | > loss_feat: 8.822423934936523 (8.822423934936523) | > loss_mel: 15.166475296020508 (15.166475296020508) | > loss_duration: 1.7725040912628174 (1.7725040912628174) | > loss_1: 30.810640335083008 (30.810640335083008)  --> STEP: 2 | > loss_disc: 2.4651081562042236 (2.5105862617492676) | > loss_disc_real_0: 0.27959033846855164 (0.3078221082687378) | > loss_disc_real_1: 0.15861470997333527 (0.14920970052480698) | > loss_disc_real_2: 0.25754275918006897 (0.2550300508737564) | > loss_disc_real_3: 0.27650266885757446 (0.29032544791698456) | > loss_disc_real_4: 0.279291033744812 (0.2817250043153763) | > loss_disc_real_5: 0.2113720327615738 (0.23227349668741226) | > loss_0: 2.4651081562042236 (2.5105862617492676) | > loss_gen: 2.941199779510498 (3.022336483001709) | > loss_kl: 2.029388189315796 (1.987575888633728) | > loss_feat: 8.016932487487793 (8.419678211212158) | > loss_mel: 14.75224494934082 (14.959360122680664) | > loss_duration: 1.8609150648117065 (1.816709578037262) | > loss_1: 29.600679397583008 (30.205659866333008)  --> STEP: 3 | > loss_disc: 2.507467031478882 (2.5095465183258057) | > loss_disc_real_0: 0.28354406356811523 (0.2997294267018636) | > loss_disc_real_1: 0.1516859233379364 (0.15003510812918344) | > loss_disc_real_2: 0.24831634759902954 (0.2527921497821808) | > loss_disc_real_3: 0.27659279108047485 (0.285747895638148) | > loss_disc_real_4: 0.30682241916656494 (0.2900908092657725) | > loss_disc_real_5: 0.23388554155826569 (0.23281084497769675) | > loss_0: 2.507467031478882 (2.5095465183258057) | > loss_gen: 2.904996395111084 (2.9832231203715005) | > loss_kl: 1.9597078561782837 (1.9782865444819133) | > loss_feat: 7.688444137573242 (8.175933519999186) | > loss_mel: 14.133846282958984 (14.684188842773438) | > loss_duration: 1.821445107460022 (1.8182880878448486) | > loss_1: 28.508440017700195 (29.639919916788738)  --> STEP: 4 | > loss_disc: 2.617478370666504 (2.5365294814109802) | > loss_disc_real_0: 0.31939685344696045 (0.3046462833881378) | > loss_disc_real_1: 0.1569303423166275 (0.15175891667604446) | > loss_disc_real_2: 0.26526689529418945 (0.25591083616018295) | > loss_disc_real_3: 0.3179633915424347 (0.29380176961421967) | > loss_disc_real_4: 0.3149090111255646 (0.2962953597307205) | > loss_disc_real_5: 0.2366175502538681 (0.23376252129673958) | > loss_0: 2.617478370666504 (2.5365294814109802) | > loss_gen: 2.935096502304077 (2.9711914658546448) | > loss_kl: 1.9612011909484863 (1.9740152060985565) | > loss_feat: 7.716917037963867 (8.061179399490356) | > loss_mel: 13.86298942565918 (14.478888988494873) | > loss_duration: 1.7340710163116455 (1.7972338199615479) | > loss_1: 28.210275650024414 (29.282508850097656) --> EVAL PERFORMANCE | > avg_loader_time: 0.28126347064971924 (+0.0024190545082092285) | > avg_loss_disc: 2.5365294814109802 (+0.18622958660125732) | > avg_loss_disc_real_0: 0.3046462833881378 (+0.19281451404094696) | > avg_loss_disc_real_1: 0.15175891667604446 (-0.0373929925262928) | > avg_loss_disc_real_2: 0.25591083616018295 (+0.08395091444253922) | > avg_loss_disc_real_3: 0.29380176961421967 (+0.06572197377681732) | > avg_loss_disc_real_4: 0.2962953597307205 (+0.04762137681245804) | > avg_loss_disc_real_5: 0.23376252129673958 (+0.0020904242992401123) | > avg_loss_0: 2.5365294814109802 (+0.18622958660125732) | > avg_loss_gen: 2.9711914658546448 (+0.5643453598022461) | > avg_loss_kl: 1.9740152060985565 (-0.030876904726028442) | > avg_loss_feat: 8.061179399490356 (+0.2744046449661255) | > avg_loss_mel: 14.478888988494873 (+0.9350135326385498) | > avg_loss_duration: 1.7972338199615479 (-0.006527632474899292) | > avg_loss_1: 29.282508850097656 (+1.7363581657409668)  > EPOCH: 266/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 12:24:11)   --> TIME: 2025-05-10 12:24:45 -- STEP: 37/725 -- GLOBAL_STEP: 238750 | > loss_disc: 2.225173234939575 (2.214434597943281) | > loss_disc_real_0: 0.1460636407136917 (0.13794206747332133) | > loss_disc_real_1: 0.1721300184726715 (0.196276311536093) | > loss_disc_real_2: 0.17635054886341095 (0.1897112147228138) | > loss_disc_real_3: 0.20737449824810028 (0.20669557154178622) | > loss_disc_real_4: 0.2637893557548523 (0.200015165113114) | > loss_disc_real_5: 0.21450835466384888 (0.2032560255076434) | > loss_0: 2.225173234939575 (2.214434597943281) | > grad_norm_0: tensor(17.9758, device='cuda:0') (tensor(23.4783, device='cuda:0')) | > loss_gen: 2.7442221641540527 (2.745918016175966) | > loss_kl: 1.9642369747161865 (1.7313054026784123) | > loss_feat: 8.682829856872559 (8.160504238025561) | > loss_mel: 12.511298179626465 (13.309329883472339) | > loss_duration: 1.6789054870605469 (1.6789754306947864) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.581493377685547 (27.626033164359434) | > grad_norm_1: tensor(565.5958, device='cuda:0') (tensor(490.7559, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8698 (0.849021898733603) | > loader_time: 0.0095 (0.010212537404653185)  --> TIME: 2025-05-10 12:25:28 -- STEP: 87/725 -- GLOBAL_STEP: 238800 | > loss_disc: 2.0866005420684814 (2.198695001931026) | > loss_disc_real_0: 0.12845581769943237 (0.13703264630046386) | > loss_disc_real_1: 0.15632031857967377 (0.19213987715627956) | > loss_disc_real_2: 0.17617090046405792 (0.1887800912747438) | > loss_disc_real_3: 0.20064717531204224 (0.20465773292656603) | > loss_disc_real_4: 0.1894872933626175 (0.19715248065433283) | > loss_disc_real_5: 0.1918623149394989 (0.20275782425513214) | > loss_0: 2.0866005420684814 (2.198695001931026) | > grad_norm_0: tensor(20.7133, device='cuda:0') (tensor(23.0448, device='cuda:0')) | > loss_gen: 2.97737455368042 (2.757011668435459) | > loss_kl: 1.754946231842041 (1.7001739877393875) | > loss_feat: 9.229787826538086 (8.267079216310352) | > loss_mel: 14.83039379119873 (13.323570799553531) | > loss_duration: 1.6599667072296143 (1.6805782126284194) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.452470779418945 (27.728414140898607) | > grad_norm_1: tensor(342.6054, device='cuda:0') (tensor(496.2285, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8316 (0.850707588524654) | > loader_time: 0.0108 (0.010330682513357581)  --> TIME: 2025-05-10 12:26:12 -- STEP: 137/725 -- GLOBAL_STEP: 238850 | > loss_disc: 2.2856173515319824 (2.1971021203229038) | > loss_disc_real_0: 0.09062092751264572 (0.13769036683723004) | > loss_disc_real_1: 0.16478224098682404 (0.1913837496816677) | > loss_disc_real_2: 0.16634568572044373 (0.18801705495719495) | > loss_disc_real_3: 0.19696229696273804 (0.2042589484557618) | > loss_disc_real_4: 0.20614364743232727 (0.19591378632688175) | > loss_disc_real_5: 0.20522984862327576 (0.20423904648662483) | > loss_0: 2.2856173515319824 (2.1971021203229038) | > grad_norm_0: tensor(19.7652, device='cuda:0') (tensor(23.5469, device='cuda:0')) | > loss_gen: 2.648707628250122 (2.7631994372736806) | > loss_kl: 1.727690577507019 (1.706670211179413) | > loss_feat: 7.505156993865967 (8.307062169931234) | > loss_mel: 12.75739860534668 (13.301646302216245) | > loss_duration: 1.6547036170959473 (1.6823931497378941) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.293657302856445 (27.760971403470005) | > grad_norm_1: tensor(513.5414, device='cuda:0') (tensor(494.6120, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.823 (0.8543214658751105) | > loader_time: 0.0097 (0.010206814229923443)  --> TIME: 2025-05-10 12:26:55 -- STEP: 187/725 -- GLOBAL_STEP: 238900 | > loss_disc: 2.2099106311798096 (2.2040239158161197) | > loss_disc_real_0: 0.10485021024942398 (0.13809891467425905) | > loss_disc_real_1: 0.18822361528873444 (0.19138387674316362) | > loss_disc_real_2: 0.19137586653232574 (0.18877402442024355) | > loss_disc_real_3: 0.18972916901111603 (0.20492926375432452) | > loss_disc_real_4: 0.1733415126800537 (0.19623172840970077) | > loss_disc_real_5: 0.19273406267166138 (0.2049063966076642) | > loss_0: 2.2099106311798096 (2.2040239158161197) | > grad_norm_0: tensor(14.9139, device='cuda:0') (tensor(23.1529, device='cuda:0')) | > loss_gen: 2.8198494911193848 (2.755814024471344) | > loss_kl: 1.779981017112732 (1.703759030862288) | > loss_feat: 8.848073959350586 (8.2522983602024) | > loss_mel: 13.369170188903809 (13.19853126301485) | > loss_duration: 1.7091065645217896 (1.6828875165572141) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.526180267333984 (27.593290298380317) | > grad_norm_1: tensor(242.8687, device='cuda:0') (tensor(485.6997, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8603 (0.8526877030969303) | > loader_time: 0.0097 (0.010164417685034444)  --> TIME: 2025-05-10 12:27:38 -- STEP: 237/725 -- GLOBAL_STEP: 238950 | > loss_disc: 2.1003246307373047 (2.2078832734989216) | > loss_disc_real_0: 0.14885534346103668 (0.13887642298821148) | > loss_disc_real_1: 0.19743040204048157 (0.19158925109774752) | > loss_disc_real_2: 0.177859827876091 (0.18894095788022133) | > loss_disc_real_3: 0.20430883765220642 (0.20529023347273156) | > loss_disc_real_4: 0.20318059623241425 (0.19640828562185225) | > loss_disc_real_5: 0.17971916496753693 (0.2060648319213199) | > loss_0: 2.1003246307373047 (2.2078832734989216) | > grad_norm_0: tensor(34.6149, device='cuda:0') (tensor(22.1419, device='cuda:0')) | > loss_gen: 3.007911205291748 (2.7513570443487367) | > loss_kl: 2.02533221244812 (1.7093899134342176) | > loss_feat: 9.299249649047852 (8.230205604295685) | > loss_mel: 14.759336471557617 (13.201359008434956) | > loss_duration: 1.6558895111083984 (1.6824367810905232) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.74772071838379 (27.57474849395108) | > grad_norm_1: tensor(694.2112, device='cuda:0') (tensor(460.0110, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8126 (0.8528496967589302) | > loader_time: 0.01 (0.01015268901229408)  --> TIME: 2025-05-10 12:28:21 -- STEP: 287/725 -- GLOBAL_STEP: 239000 | > loss_disc: 2.119785785675049 (2.210118434985756) | > loss_disc_real_0: 0.08244755119085312 (0.13929726100341783) | > loss_disc_real_1: 0.17005722224712372 (0.19204887296056908) | > loss_disc_real_2: 0.17931951582431793 (0.18943211794522583) | > loss_disc_real_3: 0.18574431538581848 (0.20539571095634424) | > loss_disc_real_4: 0.18792136013507843 (0.19670489160441348) | > loss_disc_real_5: 0.18950417637825012 (0.20526107668045926) | > loss_0: 2.119785785675049 (2.210118434985756) | > grad_norm_0: tensor(29.0724, device='cuda:0') (tensor(23.1810, device='cuda:0')) | > loss_gen: 2.7739529609680176 (2.7550080395741747) | > loss_kl: 1.7335189580917358 (1.7117073810059018) | > loss_feat: 9.02988052368164 (8.230198993084734) | > loss_mel: 14.598285675048828 (13.212922089606627) | > loss_duration: 1.6899266242980957 (1.6828493905815096) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.825563430786133 (27.59268602510778) | > grad_norm_1: tensor(528.8718, device='cuda:0') (tensor(464.6884, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.7997 (0.8512588386336271) | > loader_time: 0.0095 (0.01012108217963774) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_239000.pth  --> TIME: 2025-05-10 12:29:07 -- STEP: 337/725 -- GLOBAL_STEP: 239050 | > loss_disc: 2.0136771202087402 (2.211424661319404) | > loss_disc_real_0: 0.1045277938246727 (0.13951732600743405) | > loss_disc_real_1: 0.17700311541557312 (0.19205299103826018) | > loss_disc_real_2: 0.16225895285606384 (0.18935667522229496) | > loss_disc_real_3: 0.20953136682510376 (0.2054153316894695) | > loss_disc_real_4: 0.222664475440979 (0.19680568345930163) | > loss_disc_real_5: 0.20147250592708588 (0.2056082222688093) | > loss_0: 2.0136771202087402 (2.211424661319404) | > grad_norm_0: tensor(23.0022, device='cuda:0') (tensor(22.6808, device='cuda:0')) | > loss_gen: 3.034092664718628 (2.749319341840659) | > loss_kl: 1.5912445783615112 (1.7078581517810985) | > loss_feat: 10.401334762573242 (8.207525427334385) | > loss_mel: 15.217912673950195 (13.173268156872307) | > loss_duration: 1.6638052463531494 (1.6822219039990562) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.908388137817383 (27.52019306035707) | > grad_norm_1: tensor(760.5995, device='cuda:0') (tensor(460.9802, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8884 (0.8505026926272701) | > loader_time: 0.0097 (0.010064982518951689)  --> TIME: 2025-05-10 12:29:50 -- STEP: 387/725 -- GLOBAL_STEP: 239100 | > loss_disc: 2.2171478271484375 (2.210977360259655) | > loss_disc_real_0: 0.15791650116443634 (0.1394944713097209) | > loss_disc_real_1: 0.19794978201389313 (0.1922601310088653) | > loss_disc_real_2: 0.17462219297885895 (0.18947694063648696) | > loss_disc_real_3: 0.2007928341627121 (0.20549091280892834) | > loss_disc_real_4: 0.19302521646022797 (0.19631314835961158) | > loss_disc_real_5: 0.1884610950946808 (0.2058054814042972) | > loss_0: 2.2171478271484375 (2.210977360259655) | > grad_norm_0: tensor(46.2354, device='cuda:0') (tensor(22.8335, device='cuda:0')) | > loss_gen: 2.6995840072631836 (2.7500456654748238) | > loss_kl: 1.652121901512146 (1.7115273857609548) | > loss_feat: 8.808095932006836 (8.209106203813581) | > loss_mel: 14.074725151062012 (13.174993327729773) | > loss_duration: 1.7770962715148926 (1.6821608931519259) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.01162338256836 (27.527833559100326) | > grad_norm_1: tensor(711.2498, device='cuda:0') (tensor(463.8354, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8577 (0.8505087280766293) | > loader_time: 0.0097 (0.010058207105296526)  --> TIME: 2025-05-10 12:30:33 -- STEP: 437/725 -- GLOBAL_STEP: 239150 | > loss_disc: 2.2655248641967773 (2.213285911546963) | > loss_disc_real_0: 0.1514299511909485 (0.14057888687338918) | > loss_disc_real_1: 0.1860518753528595 (0.19234159861603917) | > loss_disc_real_2: 0.19215498864650726 (0.18955476759363912) | > loss_disc_real_3: 0.20636938512325287 (0.20547075603728432) | > loss_disc_real_4: 0.19233448803424835 (0.19626768584655127) | > loss_disc_real_5: 0.24037954211235046 (0.20563109202024873) | > loss_0: 2.2655248641967773 (2.213285911546963) | > grad_norm_0: tensor(18.7512, device='cuda:0') (tensor(23.0808, device='cuda:0')) | > loss_gen: 2.648778200149536 (2.750273535398923) | > loss_kl: 1.8789234161376953 (1.71743124900748) | > loss_feat: 7.357352256774902 (8.21114097634497) | > loss_mel: 11.691585540771484 (13.181736114641623) | > loss_duration: 1.6512104272842407 (1.6821229831577706) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.22784996032715 (27.542704946661978) | > grad_norm_1: tensor(352.4711, device='cuda:0') (tensor(461.3049, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8884 (0.8499837309053888) | > loader_time: 0.0107 (0.010022460186781547)  --> TIME: 2025-05-10 12:31:16 -- STEP: 487/725 -- GLOBAL_STEP: 239200 | > loss_disc: 2.2084755897521973 (2.21235154394741) | > loss_disc_real_0: 0.17027321457862854 (0.140372804991396) | > loss_disc_real_1: 0.1792566031217575 (0.1922663344678448) | > loss_disc_real_2: 0.19118429720401764 (0.1894262445903167) | > loss_disc_real_3: 0.222273588180542 (0.20535946816389564) | > loss_disc_real_4: 0.19886474311351776 (0.1962389891519683) | > loss_disc_real_5: 0.24904899299144745 (0.20565893144578176) | > loss_0: 2.2084755897521973 (2.21235154394741) | > grad_norm_0: tensor(19.2645, device='cuda:0') (tensor(23.0991, device='cuda:0')) | > loss_gen: 2.8490705490112305 (2.7528389934641617) | > loss_kl: 1.8017419576644897 (1.721567660386557) | > loss_feat: 8.164000511169434 (8.22437152725471) | > loss_mel: 12.355594635009766 (13.193139624546687) | > loss_duration: 1.6810206174850464 (1.682852039836515) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.85142707824707 (27.574769922840034) | > grad_norm_1: tensor(507.5193, device='cuda:0') (tensor(463.0995, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8208 (0.8500454200611467) | > loader_time: 0.0094 (0.010021813351515628)  --> TIME: 2025-05-10 12:32:00 -- STEP: 537/725 -- GLOBAL_STEP: 239250 | > loss_disc: 2.382915735244751 (2.2122728029886867) | > loss_disc_real_0: 0.14887598156929016 (0.1405662259354049) | > loss_disc_real_1: 0.21455779671669006 (0.19228557617970685) | > loss_disc_real_2: 0.19143202900886536 (0.18920097609693998) | > loss_disc_real_3: 0.23148520290851593 (0.20537282634713797) | > loss_disc_real_4: 0.2323090136051178 (0.19621053621089654) | > loss_disc_real_5: 0.20316627621650696 (0.20596171360553092) | > loss_0: 2.382915735244751 (2.2122728029886867) | > grad_norm_0: tensor(31.9477, device='cuda:0') (tensor(22.9593, device='cuda:0')) | > loss_gen: 2.4774651527404785 (2.7510354385695637) | > loss_kl: 1.63511061668396 (1.7246248045003165) | > loss_feat: 6.6732635498046875 (8.22435512755837) | > loss_mel: 11.626282691955566 (13.195298047483082) | > loss_duration: 1.7144443988800049 (1.6831356944096594) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.126567840576172 (27.578449185334104) | > grad_norm_1: tensor(666.9618, device='cuda:0') (tensor(458.2403, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8482 (0.8506950603961057) | > loader_time: 0.01 (0.00998260633017542)  --> TIME: 2025-05-10 12:32:43 -- STEP: 587/725 -- GLOBAL_STEP: 239300 | > loss_disc: 2.248041868209839 (2.212962307962485) | > loss_disc_real_0: 0.12027215957641602 (0.14060417190828758) | > loss_disc_real_1: 0.20807796716690063 (0.1924043360723142) | > loss_disc_real_2: 0.20711027085781097 (0.18949559716796546) | > loss_disc_real_3: 0.2104465216398239 (0.20544634746733476) | > loss_disc_real_4: 0.20362457633018494 (0.19625505904018153) | > loss_disc_real_5: 0.20781570672988892 (0.20574800461987627) | > loss_0: 2.248041868209839 (2.212962307962485) | > grad_norm_0: tensor(22.6417, device='cuda:0') (tensor(23.0830, device='cuda:0')) | > loss_gen: 2.7065396308898926 (2.75097308451313) | > loss_kl: 1.6042943000793457 (1.725806462906897) | > loss_feat: 8.004685401916504 (8.224547790709314) | > loss_mel: 12.245094299316406 (13.187513788473463) | > loss_duration: 1.6609365940093994 (1.682979957817766) | > amp_scaler: 256.0 (260.79727427597953) | > loss_1: 26.22154998779297 (27.57182113478497) | > grad_norm_1: tensor(410.4548, device='cuda:0') (tensor(457.8538, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8629 (0.8504783619810816) | > loader_time: 0.0093 (0.009961813840589896)  --> TIME: 2025-05-10 12:33:26 -- STEP: 637/725 -- GLOBAL_STEP: 239350 | > loss_disc: 2.2628016471862793 (2.213169373934459) | > loss_disc_real_0: 0.15517611801624298 (0.1405750893793262) | > loss_disc_real_1: 0.18461351096630096 (0.1922283359281311) | > loss_disc_real_2: 0.19263406097888947 (0.18949460480332928) | > loss_disc_real_3: 0.24030856788158417 (0.20553217456329562) | > loss_disc_real_4: 0.2320987731218338 (0.19632931865365755) | > loss_disc_real_5: 0.19327852129936218 (0.20615252742494117) | > loss_0: 2.2628016471862793 (2.213169373934459) | > grad_norm_0: tensor(13.2096, device='cuda:0') (tensor(22.2169, device='cuda:0')) | > loss_gen: 2.6131837368011475 (2.7467477650994234) | > loss_kl: 1.789215087890625 (1.7278901995444778) | > loss_feat: 7.416663646697998 (8.218038529765858) | > loss_mel: 12.651869773864746 (13.173274676504093) | > loss_duration: 1.6563854217529297 (1.682771400155227) | > amp_scaler: 256.0 (260.42072213500796) | > loss_1: 26.1273193359375 (27.548722607000286) | > grad_norm_1: tensor(272.8357, device='cuda:0') (tensor(441.1272, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8405 (0.8499219660856285) | > loader_time: 0.0095 (0.00994808744972504)  --> TIME: 2025-05-10 12:34:08 -- STEP: 687/725 -- GLOBAL_STEP: 239400 | > loss_disc: 2.2213268280029297 (2.2120595063358057) | > loss_disc_real_0: 0.16863329708576202 (0.14044968587559203) | > loss_disc_real_1: 0.1748998612165451 (0.19199199241408457) | > loss_disc_real_2: 0.1710483878850937 (0.18919457497381567) | > loss_disc_real_3: 0.20076912641525269 (0.2054160702350011) | > loss_disc_real_4: 0.20592191815376282 (0.19619216807891524) | > loss_disc_real_5: 0.2199724167585373 (0.20620744498622826) | > loss_0: 2.2213268280029297 (2.2120595063358057) | > grad_norm_0: tensor(29.7270, device='cuda:0') (tensor(22.0043, device='cuda:0')) | > loss_gen: 2.870621681213379 (2.747595176599605) | > loss_kl: 1.574535608291626 (1.7308944951325345) | > loss_feat: 9.14055347442627 (8.221720736446702) | > loss_mel: 13.872282028198242 (13.173553071167795) | > loss_duration: 1.6746444702148438 (1.6827294371881159) | > amp_scaler: 256.0 (260.09898107714696) | > loss_1: 29.13263702392578 (27.5564929484627) | > grad_norm_1: tensor(437.4933, device='cuda:0') (tensor(436.3485, device='cuda:0')) | > current_lr_0: 0.0001934589389706558 | > current_lr_1: 0.0001934589389706558 | > step_time: 0.8618 (0.8492168727747044) | > loader_time: 0.0101 (0.009940032181607925)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.360428810119629 (2.360428810119629) | > loss_disc_real_0: 0.2045138031244278 (0.2045138031244278) | > loss_disc_real_1: 0.2010776400566101 (0.2010776400566101) | > loss_disc_real_2: 0.1953425407409668 (0.1953425407409668) | > loss_disc_real_3: 0.2409527599811554 (0.2409527599811554) | > loss_disc_real_4: 0.25534266233444214 (0.25534266233444214) | > loss_disc_real_5: 0.2700340449810028 (0.2700340449810028) | > loss_0: 2.360428810119629 (2.360428810119629) | > loss_gen: 2.8383564949035645 (2.8383564949035645) | > loss_kl: 2.0659871101379395 (2.0659871101379395) | > loss_feat: 8.171446800231934 (8.171446800231934) | > loss_mel: 13.664488792419434 (13.664488792419434) | > loss_duration: 1.6921532154083252 (1.6921532154083252) | > loss_1: 28.43243408203125 (28.43243408203125)  --> STEP: 1 | > loss_disc: 2.332855701446533 (2.332855701446533) | > loss_disc_real_0: 0.18195027112960815 (0.18195027112960815) | > loss_disc_real_1: 0.18593984842300415 (0.18593984842300415) | > loss_disc_real_2: 0.20313167572021484 (0.20313167572021484) | > loss_disc_real_3: 0.2155582755804062 (0.2155582755804062) | > loss_disc_real_4: 0.2468104362487793 (0.2468104362487793) | > loss_disc_real_5: 0.25083422660827637 (0.25083422660827637) | > loss_0: 2.332855701446533 (2.332855701446533) | > loss_gen: 2.6920478343963623 (2.6920478343963623) | > loss_kl: 2.104579448699951 (2.104579448699951) | > loss_feat: 7.204176902770996 (7.204176902770996) | > loss_mel: 13.162232398986816 (13.162232398986816) | > loss_duration: 1.8008018732070923 (1.8008018732070923) | > loss_1: 26.963838577270508 (26.963838577270508)  --> STEP: 2 | > loss_disc: 2.1624836921691895 (2.2476696968078613) | > loss_disc_real_0: 0.17031840980052948 (0.17613434046506882) | > loss_disc_real_1: 0.17600597441196442 (0.18097291141748428) | > loss_disc_real_2: 0.16708165407180786 (0.18510666489601135) | > loss_disc_real_3: 0.23250457644462585 (0.22403142601251602) | > loss_disc_real_4: 0.22921469807624817 (0.23801256716251373) | > loss_disc_real_5: 0.22115463018417358 (0.23599442839622498) | > loss_0: 2.1624836921691895 (2.2476696968078613) | > loss_gen: 2.9904398918151855 (2.841243863105774) | > loss_kl: 2.004195213317871 (2.054387331008911) | > loss_feat: 9.731889724731445 (8.46803331375122) | > loss_mel: 14.821481704711914 (13.991857051849365) | > loss_duration: 1.8468446731567383 (1.8238232731819153) | > loss_1: 31.394851684570312 (29.17934513092041)  --> STEP: 3 | > loss_disc: 2.294095993041992 (2.263145128885905) | > loss_disc_real_0: 0.1947764754295349 (0.18234838545322418) | > loss_disc_real_1: 0.18532994389533997 (0.1824252555767695) | > loss_disc_real_2: 0.1857398897409439 (0.1853177398443222) | > loss_disc_real_3: 0.22366169095039368 (0.22390818099180856) | > loss_disc_real_4: 0.22426940500736237 (0.2334315131107966) | > loss_disc_real_5: 0.23762011528015137 (0.23653632402420044) | > loss_0: 2.294095993041992 (2.263145128885905) | > loss_gen: 2.7324252128601074 (2.8049709796905518) | > loss_kl: 2.1098415851593018 (2.0728720823923745) | > loss_feat: 7.7180304527282715 (8.218032360076904) | > loss_mel: 13.644904136657715 (13.876206080118815) | > loss_duration: 1.8196377754211426 (1.8224281072616577) | > loss_1: 28.024839401245117 (28.794509887695312)  --> STEP: 4 | > loss_disc: 2.2192108631134033 (2.2521615624427795) | > loss_disc_real_0: 0.16260592639446259 (0.17741277068853378) | > loss_disc_real_1: 0.1703176200389862 (0.17939834669232368) | > loss_disc_real_2: 0.18456031382083893 (0.18512838333845139) | > loss_disc_real_3: 0.25382229685783386 (0.2313867099583149) | > loss_disc_real_4: 0.22550202906131744 (0.23144914209842682) | > loss_disc_real_5: 0.23232324421405792 (0.2354830540716648) | > loss_0: 2.2192108631134033 (2.2521615624427795) | > loss_gen: 2.92462420463562 (2.834884285926819) | > loss_kl: 1.7276602983474731 (1.9865691363811493) | > loss_feat: 9.571174621582031 (8.556317925453186) | > loss_mel: 14.406862258911133 (14.008870124816895) | > loss_duration: 1.728063941001892 (1.7988370656967163) | > loss_1: 30.358383178710938 (29.18547821044922) --> EVAL PERFORMANCE | > avg_loader_time: 0.28228527307510376 (+0.0010218024253845215) | > avg_loss_disc: 2.2521615624427795 (-0.2843679189682007) | > avg_loss_disc_real_0: 0.17741277068853378 (-0.12723351269960403) | > avg_loss_disc_real_1: 0.17939834669232368 (+0.02763943001627922) | > avg_loss_disc_real_2: 0.18512838333845139 (-0.07078245282173157) | > avg_loss_disc_real_3: 0.2313867099583149 (-0.06241505965590477) | > avg_loss_disc_real_4: 0.23144914209842682 (-0.0648462176322937) | > avg_loss_disc_real_5: 0.2354830540716648 (+0.001720532774925232) | > avg_loss_0: 2.2521615624427795 (-0.2843679189682007) | > avg_loss_gen: 2.834884285926819 (-0.13630717992782593) | > avg_loss_kl: 1.9865691363811493 (+0.012553930282592773) | > avg_loss_feat: 8.556317925453186 (+0.4951385259628296) | > avg_loss_mel: 14.008870124816895 (-0.4700188636779785) | > avg_loss_duration: 1.7988370656967163 (+0.001603245735168457) | > avg_loss_1: 29.18547821044922 (-0.0970306396484375)  > EPOCH: 267/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 12:34:47)   --> TIME: 2025-05-10 12:35:00 -- STEP: 12/725 -- GLOBAL_STEP: 239450 | > loss_disc: 2.1729679107666016 (2.2046387990315757) | > loss_disc_real_0: 0.1324516087770462 (0.13929994342227778) | > loss_disc_real_1: 0.1869008094072342 (0.1932410721977552) | > loss_disc_real_2: 0.192922905087471 (0.18751928706963858) | > loss_disc_real_3: 0.19371454417705536 (0.2019572121401628) | > loss_disc_real_4: 0.20061089098453522 (0.19602195546030998) | > loss_disc_real_5: 0.22825400531291962 (0.21067073941230774) | > loss_0: 2.1729679107666016 (2.2046387990315757) | > grad_norm_0: tensor(23.5565, device='cuda:0') (tensor(22.3962, device='cuda:0')) | > loss_gen: 2.8880157470703125 (2.766921321551005) | > loss_kl: 1.846807599067688 (1.803605596224467) | > loss_feat: 8.563336372375488 (8.267456769943237) | > loss_mel: 13.210739135742188 (13.347391287485758) | > loss_duration: 1.694985270500183 (1.6825962762037914) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.20388412475586 (27.867971420288086) | > grad_norm_1: tensor(566.8411, device='cuda:0') (tensor(375.9828, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8496 (0.8387914896011353) | > loader_time: 0.0087 (0.009565452734629313)  --> TIME: 2025-05-10 12:35:43 -- STEP: 62/725 -- GLOBAL_STEP: 239500 | > loss_disc: 2.2779464721679688 (2.227119295827804) | > loss_disc_real_0: 0.16667431592941284 (0.14055387243147818) | > loss_disc_real_1: 0.18999411165714264 (0.19431437215497416) | > loss_disc_real_2: 0.18737846612930298 (0.18784938800719478) | > loss_disc_real_3: 0.2029992938041687 (0.20587153997152083) | > loss_disc_real_4: 0.1901388019323349 (0.1994388896611429) | > loss_disc_real_5: 0.2573070526123047 (0.2116946602059949) | > loss_0: 2.2779464721679688 (2.227119295827804) | > grad_norm_0: tensor(22.2533, device='cuda:0') (tensor(20.2147, device='cuda:0')) | > loss_gen: 2.553091049194336 (2.743972313019537) | > loss_kl: 1.6559643745422363 (1.7643102330546225) | > loss_feat: 7.638182163238525 (8.217246201730543) | > loss_mel: 12.115516662597656 (13.23068335748488) | > loss_duration: 1.7207441329956055 (1.6774468018162636) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.68349838256836 (27.63365893210134) | > grad_norm_1: tensor(551.9167, device='cuda:0') (tensor(382.1143, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8532 (0.850550232395049) | > loader_time: 0.0098 (0.009904949895797236)  --> TIME: 2025-05-10 12:36:27 -- STEP: 112/725 -- GLOBAL_STEP: 239550 | > loss_disc: 2.245190143585205 (2.2207385259015213) | > loss_disc_real_0: 0.13047155737876892 (0.13949965372947723) | > loss_disc_real_1: 0.18530993163585663 (0.1935422204967056) | > loss_disc_real_2: 0.20759396255016327 (0.18829499783792666) | > loss_disc_real_3: 0.23282919824123383 (0.20654897378491507) | > loss_disc_real_4: 0.1906917542219162 (0.19820223974862267) | > loss_disc_real_5: 0.195900559425354 (0.20978271455637046) | > loss_0: 2.245190143585205 (2.2207385259015213) | > grad_norm_0: tensor(15.7320, device='cuda:0') (tensor(22.0868, device='cuda:0')) | > loss_gen: 2.6933393478393555 (2.7504970942224767) | > loss_kl: 1.7340975999832153 (1.7503780339445387) | > loss_feat: 7.715198993682861 (8.189478214297973) | > loss_mel: 13.423358917236328 (13.199961602687834) | > loss_duration: 1.68229079246521 (1.6825465485453606) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.2482852935791 (27.572861620358058) | > grad_norm_1: tensor(204.1612, device='cuda:0') (tensor(415.0975, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.82 (0.8567880817822048) | > loader_time: 0.0122 (0.009921999914305549)  --> TIME: 2025-05-10 12:37:10 -- STEP: 162/725 -- GLOBAL_STEP: 239600 | > loss_disc: 2.124406576156616 (2.216250184141559) | > loss_disc_real_0: 0.1320345103740692 (0.14036859185607356) | > loss_disc_real_1: 0.19360923767089844 (0.19278994662526222) | > loss_disc_real_2: 0.1987857073545456 (0.1883570715601062) | > loss_disc_real_3: 0.20203305780887604 (0.20520395362450752) | > loss_disc_real_4: 0.18270917236804962 (0.19703710161977336) | > loss_disc_real_5: 0.19841434061527252 (0.20818211404997625) | > loss_0: 2.124406576156616 (2.216250184141559) | > grad_norm_0: tensor(10.7432, device='cuda:0') (tensor(21.4006, device='cuda:0')) | > loss_gen: 2.843559503555298 (2.7475781440734854) | > loss_kl: 1.8716883659362793 (1.749130341005914) | > loss_feat: 8.194207191467285 (8.187034757048993) | > loss_mel: 13.45267391204834 (13.174758993549109) | > loss_duration: 1.6439487934112549 (1.6819525221247724) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.006078720092773 (27.540454746764382) | > grad_norm_1: tensor(417.3420, device='cuda:0') (tensor(397.8667, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8202 (0.8536412966104201) | > loader_time: 0.0093 (0.009860230080875353)  --> TIME: 2025-05-10 12:37:53 -- STEP: 212/725 -- GLOBAL_STEP: 239650 | > loss_disc: 2.072598457336426 (2.210697108844542) | > loss_disc_real_0: 0.1602770835161209 (0.13999505952562932) | > loss_disc_real_1: 0.18376009166240692 (0.19221409796825) | > loss_disc_real_2: 0.1742902547121048 (0.1881373360190752) | > loss_disc_real_3: 0.1991766095161438 (0.20466984984166217) | > loss_disc_real_4: 0.2260708063840866 (0.1969860467427181) | > loss_disc_real_5: 0.2270723581314087 (0.2071000576581595) | > loss_0: 2.072598457336426 (2.210697108844542) | > grad_norm_0: tensor(33.1036, device='cuda:0') (tensor(21.7735, device='cuda:0')) | > loss_gen: 3.0626673698425293 (2.7567269565924146) | > loss_kl: 1.6050783395767212 (1.7469245673350569) | > loss_feat: 9.54007625579834 (8.215846835442301) | > loss_mel: 14.093059539794922 (13.200503452768864) | > loss_duration: 1.698364496231079 (1.6812532341705173) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.99924659729004 (27.601255065989942) | > grad_norm_1: tensor(505.6543, device='cuda:0') (tensor(411.6358, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8409 (0.8527717196716452) | > loader_time: 0.0094 (0.009813880020717406)  --> TIME: 2025-05-10 12:38:36 -- STEP: 262/725 -- GLOBAL_STEP: 239700 | > loss_disc: 2.2847495079040527 (2.209476120599355) | > loss_disc_real_0: 0.1397838443517685 (0.13978217388609898) | > loss_disc_real_1: 0.181985542178154 (0.19215253717799227) | > loss_disc_real_2: 0.1869768351316452 (0.18812477406654654) | > loss_disc_real_3: 0.20111164450645447 (0.20449803576214623) | > loss_disc_real_4: 0.19980227947235107 (0.19661665178892263) | > loss_disc_real_5: 0.1958351880311966 (0.20701651644843225) | > loss_0: 2.2847495079040527 (2.209476120599355) | > grad_norm_0: tensor(10.0821, device='cuda:0') (tensor(21.6267, device='cuda:0')) | > loss_gen: 2.6941707134246826 (2.7586328491909806) | > loss_kl: 1.7784970998764038 (1.7464741354680244) | > loss_feat: 6.855910778045654 (8.217240515556036) | > loss_mel: 12.459539413452148 (13.209991254879316) | > loss_duration: 1.6887965202331543 (1.6816557645797725) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.47691535949707 (27.613994503749236) | > grad_norm_1: tensor(256.8149, device='cuda:0') (tensor(418.5882, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8775 (0.8504427507633471) | > loader_time: 0.0106 (0.009792001192806331)  --> TIME: 2025-05-10 12:39:19 -- STEP: 312/725 -- GLOBAL_STEP: 239750 | > loss_disc: 2.0729291439056396 (2.2092440693806394) | > loss_disc_real_0: 0.10154177993535995 (0.14002678421540904) | > loss_disc_real_1: 0.20151495933532715 (0.1922179103279726) | > loss_disc_real_2: 0.16064603626728058 (0.18835463136052485) | > loss_disc_real_3: 0.21868155896663666 (0.2043412527403771) | > loss_disc_real_4: 0.1779741644859314 (0.19640982342072014) | > loss_disc_real_5: 0.17477941513061523 (0.20695679333920652) | > loss_0: 2.0729291439056396 (2.2092440693806394) | > grad_norm_0: tensor(16.5283, device='cuda:0') (tensor(21.4916, device='cuda:0')) | > loss_gen: 2.8908815383911133 (2.7579139631528116) | > loss_kl: 1.5254621505737305 (1.7427787941235762) | > loss_feat: 8.819687843322754 (8.214076135403067) | > loss_mel: 14.154192924499512 (13.200109215883112) | > loss_duration: 1.6864714622497559 (1.6807405704107032) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.076696395874023 (27.595618669803326) | > grad_norm_1: tensor(580.4579, device='cuda:0') (tensor(417.4567, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8464 (0.8490665937081362) | > loader_time: 0.0096 (0.00975322188475193)  --> TIME: 2025-05-10 12:40:02 -- STEP: 362/725 -- GLOBAL_STEP: 239800 | > loss_disc: 2.2042737007141113 (2.209270670927691) | > loss_disc_real_0: 0.16838985681533813 (0.1401271396496678) | > loss_disc_real_1: 0.18413010239601135 (0.19210310243275946) | > loss_disc_real_2: 0.18709257245063782 (0.18825364450394136) | > loss_disc_real_3: 0.19832661747932434 (0.20460268937421774) | > loss_disc_real_4: 0.20598013699054718 (0.19660820322142114) | > loss_disc_real_5: 0.22217050194740295 (0.20689351383329088) | > loss_0: 2.2042737007141113 (2.209270670927691) | > grad_norm_0: tensor(12.3162, device='cuda:0') (tensor(21.7354, device='cuda:0')) | > loss_gen: 2.7944440841674805 (2.7607261844761455) | > loss_kl: 1.8872793912887573 (1.7418253174802876) | > loss_feat: 7.724106311798096 (8.233207833042458) | > loss_mel: 12.851069450378418 (13.219270814189597) | > loss_duration: 1.6385860443115234 (1.6795607894165074) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.89548683166504 (27.63459094453253) | > grad_norm_1: tensor(108.8981, device='cuda:0') (tensor(419.6982, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8492 (0.8496700986314215) | > loader_time: 0.0094 (0.009740470522675062)  --> TIME: 2025-05-10 12:40:45 -- STEP: 412/725 -- GLOBAL_STEP: 239850 | > loss_disc: 2.2868943214416504 (2.2107415552278176) | > loss_disc_real_0: 0.1818486601114273 (0.13986281316401883) | > loss_disc_real_1: 0.18950685858726501 (0.19239983935523963) | > loss_disc_real_2: 0.19965040683746338 (0.18817866568281827) | > loss_disc_real_3: 0.2004152089357376 (0.2047524091254161) | > loss_disc_real_4: 0.214775949716568 (0.1967310697491307) | > loss_disc_real_5: 0.19586949050426483 (0.2072042066929409) | > loss_0: 2.2868943214416504 (2.2107415552278176) | > grad_norm_0: tensor(28.5760, device='cuda:0') (tensor(21.8443, device='cuda:0')) | > loss_gen: 2.7630538940429688 (2.756680789503078) | > loss_kl: 1.842761516571045 (1.742771160834044) | > loss_feat: 7.7306623458862305 (8.218849773545859) | > loss_mel: 12.351670265197754 (13.200157723380526) | > loss_duration: 1.676138162612915 (1.6801034070334382) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.364286422729492 (27.59856286095184) | > grad_norm_1: tensor(611.2083, device='cuda:0') (tensor(423.4274, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8531 (0.8497153948811651) | > loader_time: 0.0103 (0.009757442960461367)  --> TIME: 2025-05-10 12:41:29 -- STEP: 462/725 -- GLOBAL_STEP: 239900 | > loss_disc: 2.1818435192108154 (2.2112521219563175) | > loss_disc_real_0: 0.16363666951656342 (0.13955093491258036) | > loss_disc_real_1: 0.1871493011713028 (0.19236662025962561) | > loss_disc_real_2: 0.1916155219078064 (0.1882831126257972) | > loss_disc_real_3: 0.20983120799064636 (0.2048901141463937) | > loss_disc_real_4: 0.17541685700416565 (0.19667029806545797) | > loss_disc_real_5: 0.23758481442928314 (0.20745428980557942) | > loss_0: 2.1818435192108154 (2.2112521219563175) | > grad_norm_0: tensor(33.0185, device='cuda:0') (tensor(21.8866, device='cuda:0')) | > loss_gen: 2.85615611076355 (2.7572787953661626) | > loss_kl: 1.6018399000167847 (1.7398915210843602) | > loss_feat: 8.217845916748047 (8.238377887965276) | > loss_mel: 14.180411338806152 (13.230130453646442) | > loss_duration: 1.700387954711914 (1.6800841281424348) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.556640625 (27.64576276556238) | > grad_norm_1: tensor(625.1043, device='cuda:0') (tensor(426.8190, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.7996 (0.8503656186066665) | > loader_time: 0.0096 (0.009744362397627397)  --> TIME: 2025-05-10 12:42:12 -- STEP: 512/725 -- GLOBAL_STEP: 239950 | > loss_disc: 2.123539686203003 (2.2119163842871785) | > loss_disc_real_0: 0.12965840101242065 (0.13981910240545398) | > loss_disc_real_1: 0.1652359515428543 (0.19211465178523215) | > loss_disc_real_2: 0.1723787486553192 (0.1882370493549389) | > loss_disc_real_3: 0.20029082894325256 (0.20495130732888361) | > loss_disc_real_4: 0.1855880469083786 (0.19682307520997705) | > loss_disc_real_5: 0.1920798271894455 (0.2074307117145508) | > loss_0: 2.123539686203003 (2.2119163842871785) | > grad_norm_0: tensor(22.8354, device='cuda:0') (tensor(21.8631, device='cuda:0')) | > loss_gen: 2.8058247566223145 (2.755302619189023) | > loss_kl: 1.5352888107299805 (1.7378333625383675) | > loss_feat: 9.108413696289062 (8.241288808174428) | > loss_mel: 13.333863258361816 (13.224169651046397) | > loss_duration: 1.6364116668701172 (1.680857951054349) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.419801712036133 (27.639452375471592) | > grad_norm_1: tensor(511.8418, device='cuda:0') (tensor(426.5795, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8416 (0.8499287655577064) | > loader_time: 0.0102 (0.009741153102368116)  --> TIME: 2025-05-10 12:42:55 -- STEP: 562/725 -- GLOBAL_STEP: 240000 | > loss_disc: 2.099327564239502 (2.208703966115294) | > loss_disc_real_0: 0.10187365114688873 (0.13925070245335955) | > loss_disc_real_1: 0.17507559061050415 (0.19185318540635912) | > loss_disc_real_2: 0.23288504779338837 (0.18809655817802276) | > loss_disc_real_3: 0.19789116084575653 (0.204878981029648) | > loss_disc_real_4: 0.21903957426548004 (0.19673729234530826) | > loss_disc_real_5: 0.1503220498561859 (0.20698192219823275) | > loss_0: 2.099327564239502 (2.208703966115294) | > grad_norm_0: tensor(15.2044, device='cuda:0') (tensor(21.9769, device='cuda:0')) | > loss_gen: 3.0650250911712646 (2.7613033527157054) | > loss_kl: 1.641734004020691 (1.738299060122398) | > loss_feat: 9.192856788635254 (8.264016134458927) | > loss_mel: 13.550169944763184 (13.2512882137638) | > loss_duration: 1.649060606956482 (1.6810941657986076) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.098848342895508 (27.696000903526667) | > grad_norm_1: tensor(511.1902, device='cuda:0') (tensor(433.6250, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.9017 (0.8493992998082442) | > loader_time: 0.0095 (0.00973393951022328) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_240000.pth  --> TIME: 2025-05-10 12:43:40 -- STEP: 612/725 -- GLOBAL_STEP: 240050 | > loss_disc: 2.2108774185180664 (2.211391788876914) | > loss_disc_real_0: 0.15195997059345245 (0.13973070146649882) | > loss_disc_real_1: 0.19337551295757294 (0.19201167290604199) | > loss_disc_real_2: 0.19661590456962585 (0.18832670583152322) | > loss_disc_real_3: 0.21611104905605316 (0.20502621928850817) | > loss_disc_real_4: 0.207559734582901 (0.19697835737096722) | > loss_disc_real_5: 0.19534192979335785 (0.20718262865652443) | > loss_0: 2.2108774185180664 (2.211391788876914) | > grad_norm_0: tensor(18.5850, device='cuda:0') (tensor(22.2699, device='cuda:0')) | > loss_gen: 2.7619669437408447 (2.758885852651657) | > loss_kl: 1.8505394458770752 (1.7366187233550876) | > loss_feat: 8.48986530303955 (8.26127886616327) | > loss_mel: 14.047988891601562 (13.265082365547137) | > loss_duration: 1.6014909744262695 (1.6807354848369267) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.751850128173828 (27.702601267621407) | > grad_norm_1: tensor(537.8046, device='cuda:0') (tensor(438.3051, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8203 (0.8496822960236498) | > loader_time: 0.0092 (0.009726176074906893)  --> TIME: 2025-05-10 12:44:23 -- STEP: 662/725 -- GLOBAL_STEP: 240100 | > loss_disc: 2.23909068107605 (2.2116615017735346) | > loss_disc_real_0: 0.11550896614789963 (0.1398754991433411) | > loss_disc_real_1: 0.17494697868824005 (0.19201815474969755) | > loss_disc_real_2: 0.20848257839679718 (0.1881658221029444) | > loss_disc_real_3: 0.2145763337612152 (0.2051070807698631) | > loss_disc_real_4: 0.2088974267244339 (0.19690325417277316) | > loss_disc_real_5: 0.1908625066280365 (0.20701726548531266) | > loss_0: 2.23909068107605 (2.2116615017735346) | > grad_norm_0: tensor(9.4050, device='cuda:0') (tensor(22.3718, device='cuda:0')) | > loss_gen: 2.8189947605133057 (2.7596527712582817) | > loss_kl: 1.6197996139526367 (1.734393169332487) | > loss_feat: 8.652945518493652 (8.264018784116764) | > loss_mel: 13.464911460876465 (13.266561287767585) | > loss_duration: 1.6988849639892578 (1.6811473009449471) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.255535125732422 (27.705773316121174) | > grad_norm_1: tensor(84.6978, device='cuda:0') (tensor(440.7107, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.878 (0.8491734853323857) | > loader_time: 0.0101 (0.009727404196816994)  --> TIME: 2025-05-10 12:45:06 -- STEP: 712/725 -- GLOBAL_STEP: 240150 | > loss_disc: 2.263709783554077 (2.2124409223540433) | > loss_disc_real_0: 0.11360277235507965 (0.13977489839151003) | > loss_disc_real_1: 0.20194321870803833 (0.19215602863035852) | > loss_disc_real_2: 0.18500632047653198 (0.18845147792291791) | > loss_disc_real_3: 0.20651547610759735 (0.20525251280809395) | > loss_disc_real_4: 0.21744880080223083 (0.1968057042803992) | > loss_disc_real_5: 0.23385553061962128 (0.20712499732800413) | > loss_0: 2.263709783554077 (2.2124409223540433) | > grad_norm_0: tensor(20.8779, device='cuda:0') (tensor(22.3352, device='cuda:0')) | > loss_gen: 2.705965757369995 (2.757979494467211) | > loss_kl: 1.732000708580017 (1.7349180850420105) | > loss_feat: 7.612315654754639 (8.251880378535631) | > loss_mel: 12.428327560424805 (13.2560309051128) | > loss_duration: 1.688789963722229 (1.6809266341871083) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.16739845275879 (27.68173550220018) | > grad_norm_1: tensor(413.2857, device='cuda:0') (tensor(444.1221, device='cuda:0')) | > current_lr_0: 0.00019343475660328445 | > current_lr_1: 0.00019343475660328445 | > step_time: 0.8115 (0.8492743396357207) | > loader_time: 0.01 (0.009723282262180626)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.408932685852051 (2.408932685852051) | > loss_disc_real_0: 0.16027341783046722 (0.16027341783046722) | > loss_disc_real_1: 0.21141964197158813 (0.21141964197158813) | > loss_disc_real_2: 0.21629060804843903 (0.21629060804843903) | > loss_disc_real_3: 0.22205284237861633 (0.22205284237861633) | > loss_disc_real_4: 0.23934628069400787 (0.23934628069400787) | > loss_disc_real_5: 0.24028167128562927 (0.24028167128562927) | > loss_0: 2.408932685852051 (2.408932685852051) | > loss_gen: 2.4706292152404785 (2.4706292152404785) | > loss_kl: 2.1310954093933105 (2.1310954093933105) | > loss_feat: 7.586085796356201 (7.586085796356201) | > loss_mel: 13.414993286132812 (13.414993286132812) | > loss_duration: 1.715509057044983 (1.715509057044983) | > loss_1: 27.318313598632812 (27.318313598632812)  --> STEP: 1 | > loss_disc: 2.394361972808838 (2.394361972808838) | > loss_disc_real_0: 0.14377981424331665 (0.14377981424331665) | > loss_disc_real_1: 0.22891731560230255 (0.22891731560230255) | > loss_disc_real_2: 0.21998381614685059 (0.21998381614685059) | > loss_disc_real_3: 0.25302910804748535 (0.25302910804748535) | > loss_disc_real_4: 0.24364306032657623 (0.24364306032657623) | > loss_disc_real_5: 0.27603375911712646 (0.27603375911712646) | > loss_0: 2.394361972808838 (2.394361972808838) | > loss_gen: 2.711613655090332 (2.711613655090332) | > loss_kl: 2.1745169162750244 (2.1745169162750244) | > loss_feat: 8.167158126831055 (8.167158126831055) | > loss_mel: 14.867822647094727 (14.867822647094727) | > loss_duration: 1.805788278579712 (1.805788278579712) | > loss_1: 29.726900100708008 (29.726900100708008)  --> STEP: 2 | > loss_disc: 2.356330394744873 (2.3753461837768555) | > loss_disc_real_0: 0.1446281224489212 (0.14420396834611893) | > loss_disc_real_1: 0.2313658744096756 (0.23014159500598907) | > loss_disc_real_2: 0.20331993699073792 (0.21165187656879425) | > loss_disc_real_3: 0.2202824354171753 (0.23665577173233032) | > loss_disc_real_4: 0.24540238082408905 (0.24452272057533264) | > loss_disc_real_5: 0.2089928686618805 (0.24251331388950348) | > loss_0: 2.356330394744873 (2.3753461837768555) | > loss_gen: 2.531698226928711 (2.6216559410095215) | > loss_kl: 1.8393326997756958 (2.00692480802536) | > loss_feat: 7.522017002105713 (7.844587564468384) | > loss_mel: 12.496194839477539 (13.682008743286133) | > loss_duration: 1.8393745422363281 (1.82258141040802) | > loss_1: 26.22861671447754 (27.977758407592773)  --> STEP: 3 | > loss_disc: 2.254805564880371 (2.3351659774780273) | > loss_disc_real_0: 0.13047920167446136 (0.13962904612223306) | > loss_disc_real_1: 0.2420189529657364 (0.23410071432590485) | > loss_disc_real_2: 0.19898319244384766 (0.20742898186047873) | > loss_disc_real_3: 0.20622414350509644 (0.2265118956565857) | > loss_disc_real_4: 0.21795892715454102 (0.2356681227684021) | > loss_disc_real_5: 0.22883518040180206 (0.23795393606026968) | > loss_0: 2.254805564880371 (2.3351659774780273) | > loss_gen: 2.733753204345703 (2.6590216954549155) | > loss_kl: 1.90005362033844 (1.9713010787963867) | > loss_feat: 8.951189994812012 (8.213455041249594) | > loss_mel: 14.429773330688477 (13.93126360575358) | > loss_duration: 1.8263251781463623 (1.8238293329874675) | > loss_1: 29.841094970703125 (28.598870595296223)  --> STEP: 4 | > loss_disc: 2.5495009422302246 (2.3887497186660767) | > loss_disc_real_0: 0.17387865483760834 (0.1481914483010769) | > loss_disc_real_1: 0.2583937346935272 (0.24017396941781044) | > loss_disc_real_2: 0.212321475148201 (0.2086521051824093) | > loss_disc_real_3: 0.23538771271705627 (0.22873084992170334) | > loss_disc_real_4: 0.24362072348594666 (0.23765627294778824) | > loss_disc_real_5: 0.23846609890460968 (0.23808197677135468) | > loss_0: 2.5495009422302246 (2.3887497186660767) | > loss_gen: 2.329561710357666 (2.576656699180603) | > loss_kl: 1.9821197986602783 (1.9740057587623596) | > loss_feat: 6.135226249694824 (7.693897843360901) | > loss_mel: 11.531046867370605 (13.331209421157837) | > loss_duration: 1.7583461999893188 (1.8074585497379303) | > loss_1: 23.736299514770508 (27.383227825164795) --> EVAL PERFORMANCE | > avg_loader_time: 0.2766127586364746 (-0.00567251443862915) | > avg_loss_disc: 2.3887497186660767 (+0.13658815622329712) | > avg_loss_disc_real_0: 0.1481914483010769 (-0.029221322387456894) | > avg_loss_disc_real_1: 0.24017396941781044 (+0.060775622725486755) | > avg_loss_disc_real_2: 0.2086521051824093 (+0.0235237218439579) | > avg_loss_disc_real_3: 0.22873084992170334 (-0.002655860036611557) | > avg_loss_disc_real_4: 0.23765627294778824 (+0.00620713084936142) | > avg_loss_disc_real_5: 0.23808197677135468 (+0.002598922699689865) | > avg_loss_0: 2.3887497186660767 (+0.13658815622329712) | > avg_loss_gen: 2.576656699180603 (-0.2582275867462158) | > avg_loss_kl: 1.9740057587623596 (-0.012563377618789673) | > avg_loss_feat: 7.693897843360901 (-0.8624200820922852) | > avg_loss_mel: 13.331209421157837 (-0.6776607036590576) | > avg_loss_duration: 1.8074585497379303 (+0.00862148404121399) | > avg_loss_1: 27.383227825164795 (-1.8022503852844238)  > EPOCH: 268/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 12:45:24)   --> TIME: 2025-05-10 12:45:58 -- STEP: 37/725 -- GLOBAL_STEP: 240200 | > loss_disc: 2.063325881958008 (2.2046998835898735) | > loss_disc_real_0: 0.1331690400838852 (0.1366338196235734) | > loss_disc_real_1: 0.19165928661823273 (0.19343271408532117) | > loss_disc_real_2: 0.1742047369480133 (0.1887966877705342) | > loss_disc_real_3: 0.15311437845230103 (0.20280934306415352) | > loss_disc_real_4: 0.1882036030292511 (0.19600150915416512) | > loss_disc_real_5: 0.16175693273544312 (0.20651999518677994) | > loss_0: 2.063325881958008 (2.2046998835898735) | > grad_norm_0: tensor(15.0875, device='cuda:0') (tensor(23.3262, device='cuda:0')) | > loss_gen: 2.927340269088745 (2.768866609882664) | > loss_kl: 1.7840462923049927 (1.741556721764642) | > loss_feat: 9.368331909179688 (8.28473779317495) | > loss_mel: 13.390715599060059 (13.201205820650666) | > loss_duration: 1.6980431079864502 (1.6786562301017143) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.16847801208496 (27.675023362443255) | > grad_norm_1: tensor(361.1771, device='cuda:0') (tensor(494.1451, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.868 (0.8538445266517433) | > loader_time: 0.0102 (0.01030547554428513)  --> TIME: 2025-05-10 12:46:41 -- STEP: 87/725 -- GLOBAL_STEP: 240250 | > loss_disc: 2.234499216079712 (2.20721664373902) | > loss_disc_real_0: 0.18880203366279602 (0.13920291487512917) | > loss_disc_real_1: 0.1943468153476715 (0.1923696381607275) | > loss_disc_real_2: 0.16877761483192444 (0.1898838136045412) | > loss_disc_real_3: 0.25146034359931946 (0.20652055740356445) | > loss_disc_real_4: 0.2400558888912201 (0.19627161615196315) | > loss_disc_real_5: 0.22174492478370667 (0.2053900427859405) | > loss_0: 2.234499216079712 (2.20721664373902) | > grad_norm_0: tensor(33.9576, device='cuda:0') (tensor(23.6513, device='cuda:0')) | > loss_gen: 2.777906656265259 (2.775517734987983) | > loss_kl: 1.758365273475647 (1.7407882268401398) | > loss_feat: 8.017578125 (8.30047410658036) | > loss_mel: 13.244850158691406 (13.238240614704702) | > loss_duration: 1.6572504043579102 (1.6817501947797577) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.455951690673828 (27.736771156047954) | > grad_norm_1: tensor(557.7632, device='cuda:0') (tensor(492.4303, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8203 (0.8507322607369259) | > loader_time: 0.0113 (0.01031918909357882)  --> TIME: 2025-05-10 12:47:25 -- STEP: 137/725 -- GLOBAL_STEP: 240300 | > loss_disc: 2.1740472316741943 (2.2124454748891558) | > loss_disc_real_0: 0.11292056739330292 (0.1402154859617679) | > loss_disc_real_1: 0.171095073223114 (0.19169167978485135) | > loss_disc_real_2: 0.1431901454925537 (0.1896933415075288) | > loss_disc_real_3: 0.17794503271579742 (0.2061862249444001) | > loss_disc_real_4: 0.1587943732738495 (0.19679534130722934) | > loss_disc_real_5: 0.20458796620368958 (0.20514778368664485) | > loss_0: 2.1740472316741943 (2.2124454748891558) | > grad_norm_0: tensor(18.5430, device='cuda:0') (tensor(24.8429, device='cuda:0')) | > loss_gen: 2.853248357772827 (2.765268994073799) | > loss_kl: 1.876143455505371 (1.743723576086281) | > loss_feat: 8.612322807312012 (8.237972095935014) | > loss_mel: 12.909916877746582 (13.116925761647469) | > loss_duration: 1.6611859798431396 (1.6825334495001465) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.912818908691406 (27.546424044309745) | > grad_norm_1: tensor(302.7916, device='cuda:0') (tensor(486.3246, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8181 (0.8511955859887339) | > loader_time: 0.0091 (0.010294411304223277)  --> TIME: 2025-05-10 12:48:08 -- STEP: 187/725 -- GLOBAL_STEP: 240350 | > loss_disc: 2.1990718841552734 (2.215784730758259) | > loss_disc_real_0: 0.12630227208137512 (0.1401534337889065) | > loss_disc_real_1: 0.17939609289169312 (0.1926197835149612) | > loss_disc_real_2: 0.18743616342544556 (0.19005850794162346) | > loss_disc_real_3: 0.19965112209320068 (0.2062988431855319) | > loss_disc_real_4: 0.19673720002174377 (0.1970194269788456) | > loss_disc_real_5: 0.1838793158531189 (0.2057436040856621) | > loss_0: 2.1990718841552734 (2.215784730758259) | > grad_norm_0: tensor(23.7344, device='cuda:0') (tensor(23.9776, device='cuda:0')) | > loss_gen: 2.7338504791259766 (2.755089013971746) | > loss_kl: 1.724015474319458 (1.7420077891273296) | > loss_feat: 8.955848693847656 (8.204607262330892) | > loss_mel: 14.00034236907959 (13.06053522181383) | > loss_duration: 1.715514898300171 (1.6831175171755215) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.12957191467285 (27.445356909603998) | > grad_norm_1: tensor(596.5898, device='cuda:0') (tensor(488.0206, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8426 (0.850434327508039) | > loader_time: 0.0097 (0.010226244594961569)  --> TIME: 2025-05-10 12:48:51 -- STEP: 237/725 -- GLOBAL_STEP: 240400 | > loss_disc: 2.133754253387451 (2.2110536209138623) | > loss_disc_real_0: 0.10529360175132751 (0.13912594783658216) | > loss_disc_real_1: 0.1999310404062271 (0.19221568874668973) | > loss_disc_real_2: 0.18619531393051147 (0.18974584133564673) | > loss_disc_real_3: 0.18936707079410553 (0.20556522956125847) | > loss_disc_real_4: 0.19789117574691772 (0.1970746791941204) | > loss_disc_real_5: 0.20894594490528107 (0.2052674384056767) | > loss_0: 2.133754253387451 (2.2110536209138623) | > grad_norm_0: tensor(8.6148, device='cuda:0') (tensor(23.8705, device='cuda:0')) | > loss_gen: 2.9492955207824707 (2.75996569339736) | > loss_kl: 1.851272702217102 (1.730593320186631) | > loss_feat: 8.502608299255371 (8.225506420376929) | > loss_mel: 13.969802856445312 (13.090695071320992) | > loss_duration: 1.664660096168518 (1.6826377588988357) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.937639236450195 (27.489398328563833) | > grad_norm_1: tensor(282.0093, device='cuda:0') (tensor(489.6977, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.825 (0.851153750962849) | > loader_time: 0.0093 (0.010300651381287397)  --> TIME: 2025-05-10 12:49:34 -- STEP: 287/725 -- GLOBAL_STEP: 240450 | > loss_disc: 2.4322047233581543 (2.2106934831532854) | > loss_disc_real_0: 0.1611972451210022 (0.1386364835220347) | > loss_disc_real_1: 0.2026716023683548 (0.19237038041448756) | > loss_disc_real_2: 0.21249933540821075 (0.18979914818698937) | > loss_disc_real_3: 0.22403578460216522 (0.205738098104241) | > loss_disc_real_4: 0.2470167577266693 (0.19699705088387792) | > loss_disc_real_5: 0.24836134910583496 (0.20575343581234534) | > loss_0: 2.4322047233581543 (2.2106934831532854) | > grad_norm_0: tensor(25.7999, device='cuda:0') (tensor(23.8062, device='cuda:0')) | > loss_gen: 2.4120330810546875 (2.7602789393700773) | > loss_kl: 1.6981291770935059 (1.7275082059853584) | > loss_feat: 5.930416584014893 (8.223842326772331) | > loss_mel: 10.364822387695312 (13.06951177909399) | > loss_duration: 1.692974328994751 (1.682266321747145) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.09837532043457 (27.463407629458327) | > grad_norm_1: tensor(580.7029, device='cuda:0') (tensor(494.6658, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.7978 (0.8502575080153832) | > loader_time: 0.0117 (0.010293757043233737)  --> TIME: 2025-05-10 12:50:18 -- STEP: 337/725 -- GLOBAL_STEP: 240500 | > loss_disc: 2.353337049484253 (2.210745749912203) | > loss_disc_real_0: 0.16695721447467804 (0.1385863639790156) | > loss_disc_real_1: 0.18174457550048828 (0.1925917123651646) | > loss_disc_real_2: 0.17691318690776825 (0.18962740234875894) | > loss_disc_real_3: 0.23742814362049103 (0.20554109775524818) | > loss_disc_real_4: 0.23116345703601837 (0.1973199791299836) | > loss_disc_real_5: 0.2082798033952713 (0.206026458731391) | > loss_0: 2.353337049484253 (2.210745749912203) | > grad_norm_0: tensor(24.1029, device='cuda:0') (tensor(23.2814, device='cuda:0')) | > loss_gen: 2.433626174926758 (2.7591567379077038) | > loss_kl: 1.6533043384552002 (1.7242631480672592) | > loss_feat: 7.260782241821289 (8.223856246789758) | > loss_mel: 11.71858024597168 (13.061406350631035) | > loss_duration: 1.6659202575683594 (1.6814424061279976) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.732213973999023 (27.45012495001275) | > grad_norm_1: tensor(433.9257, device='cuda:0') (tensor(488.2882, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8642 (0.8518575567873716) | > loader_time: 0.0101 (0.010243227644560957)  --> TIME: 2025-05-10 12:51:01 -- STEP: 387/725 -- GLOBAL_STEP: 240550 | > loss_disc: 2.195549249649048 (2.211324123141069) | > loss_disc_real_0: 0.12368091940879822 (0.1394458122416676) | > loss_disc_real_1: 0.2027837336063385 (0.19239588162695714) | > loss_disc_real_2: 0.20216496288776398 (0.18972771100757657) | > loss_disc_real_3: 0.18376979231834412 (0.20570357910114356) | > loss_disc_real_4: 0.15548206865787506 (0.19700336702726293) | > loss_disc_real_5: 0.21120388805866241 (0.2056663179197361) | > loss_0: 2.195549249649048 (2.211324123141069) | > grad_norm_0: tensor(25.4244, device='cuda:0') (tensor(23.3817, device='cuda:0')) | > loss_gen: 2.7156484127044678 (2.7597899763467084) | > loss_kl: 1.7184686660766602 (1.7255221679229145) | > loss_feat: 7.83104133605957 (8.214201885292374) | > loss_mel: 12.778679847717285 (13.063601131587065) | > loss_duration: 1.7714238166809082 (1.6817328775883953) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.815261840820312 (27.444848092643483) | > grad_norm_1: tensor(553.3566, device='cuda:0') (tensor(481.9597, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8615 (0.8520286231077916) | > loader_time: 0.0098 (0.010217654304602973)  --> TIME: 2025-05-10 12:51:44 -- STEP: 437/725 -- GLOBAL_STEP: 240600 | > loss_disc: 2.207037925720215 (2.2115468635166247) | > loss_disc_real_0: 0.09716129302978516 (0.13955155052500398) | > loss_disc_real_1: 0.17417825758457184 (0.19263827739372952) | > loss_disc_real_2: 0.1852049082517624 (0.1893725156852255) | > loss_disc_real_3: 0.19547255337238312 (0.20594999804513134) | > loss_disc_real_4: 0.17622312903404236 (0.19702071169693894) | > loss_disc_real_5: 0.20993687212467194 (0.2056038121882511) | > loss_0: 2.207037925720215 (2.2115468635166247) | > grad_norm_0: tensor(17.2640, device='cuda:0') (tensor(23.3410, device='cuda:0')) | > loss_gen: 2.6932966709136963 (2.7595795204764917) | > loss_kl: 1.7918139696121216 (1.7297098723920041) | > loss_feat: 8.313549041748047 (8.219766504431739) | > loss_mel: 13.422998428344727 (13.067027438969033) | > loss_duration: 1.6566402912139893 (1.681395971802334) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.878299713134766 (27.45747933726016) | > grad_norm_1: tensor(372.9646, device='cuda:0') (tensor(479.8213, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8911 (0.851317995472958) | > loader_time: 0.0105 (0.010221218353550828)  --> TIME: 2025-05-10 12:52:28 -- STEP: 487/725 -- GLOBAL_STEP: 240650 | > loss_disc: 2.3302559852600098 (2.2126205608830047) | > loss_disc_real_0: 0.13313084840774536 (0.1394506888100743) | > loss_disc_real_1: 0.20220355689525604 (0.19280032363760397) | > loss_disc_real_2: 0.20180459320545197 (0.18972753539100076) | > loss_disc_real_3: 0.23721827566623688 (0.20584309483578073) | > loss_disc_real_4: 0.20713655650615692 (0.19708352574210386) | > loss_disc_real_5: 0.20866276323795319 (0.20564686080146377) | > loss_0: 2.3302559852600098 (2.2126205608830047) | > grad_norm_0: tensor(9.7413, device='cuda:0') (tensor(23.4095, device='cuda:0')) | > loss_gen: 2.747267723083496 (2.760310499575104) | > loss_kl: 1.8209538459777832 (1.7294138941676709) | > loss_feat: 6.706070423126221 (8.213859210513688) | > loss_mel: 11.604826927185059 (13.079578953846768) | > loss_duration: 1.6630499362945557 (1.6818940820635222) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.54216957092285 (27.46505667198855) | > grad_norm_1: tensor(329.2666, device='cuda:0') (tensor(480.1266, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8057 (0.8511390593017638) | > loader_time: 0.0093 (0.010265769899748195)  --> TIME: 2025-05-10 12:53:11 -- STEP: 537/725 -- GLOBAL_STEP: 240700 | > loss_disc: 2.2841434478759766 (2.2151510511252672) | > loss_disc_real_0: 0.13317950069904327 (0.14038365743568706) | > loss_disc_real_1: 0.21810373663902283 (0.19280312547470604) | > loss_disc_real_2: 0.21354107558727264 (0.189922317196537) | > loss_disc_real_3: 0.21893452107906342 (0.20586101541528046) | > loss_disc_real_4: 0.19024986028671265 (0.19715639002607294) | > loss_disc_real_5: 0.20314057171344757 (0.2058473151433845) | > loss_0: 2.2841434478759766 (2.2151510511252672) | > grad_norm_0: tensor(18.8644, device='cuda:0') (tensor(23.3585, device='cuda:0')) | > loss_gen: 2.6244518756866455 (2.75920321377518) | > loss_kl: 1.5543452501296997 (1.7270050537208828) | > loss_feat: 7.706171989440918 (8.215204931504223) | > loss_mel: 12.192702293395996 (13.09222749180856) | > loss_duration: 1.7108778953552246 (1.682411059320972) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.788551330566406 (27.47605178520444) | > grad_norm_1: tensor(557.5356, device='cuda:0') (tensor(475.9464, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8505 (0.8507484945727014) | > loader_time: 0.0102 (0.010302734108610531)  --> TIME: 2025-05-10 12:53:54 -- STEP: 587/725 -- GLOBAL_STEP: 240750 | > loss_disc: 2.1904139518737793 (2.214284843643031) | > loss_disc_real_0: 0.15221820771694183 (0.14006729483655203) | > loss_disc_real_1: 0.21648436784744263 (0.19290628166174356) | > loss_disc_real_2: 0.17550745606422424 (0.1900205627921492) | > loss_disc_real_3: 0.25115662813186646 (0.20579360105617694) | > loss_disc_real_4: 0.2096044421195984 (0.1970102436447061) | > loss_disc_real_5: 0.20998971164226532 (0.2057066309746525) | > loss_0: 2.1904139518737793 (2.214284843643031) | > grad_norm_0: tensor(18.8142, device='cuda:0') (tensor(23.3449, device='cuda:0')) | > loss_gen: 2.7892236709594727 (2.7595575664071856) | > loss_kl: 1.6385365724563599 (1.7252966650909216) | > loss_feat: 8.016988754272461 (8.21966296038391) | > loss_mel: 13.658119201660156 (13.110710027067581) | > loss_duration: 1.673762559890747 (1.6821629282156894) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.776630401611328 (27.497390188187936) | > grad_norm_1: tensor(616.9102, device='cuda:0') (tensor(474.8246, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8556 (0.8504423339687777) | > loader_time: 0.0096 (0.010286229635625317)  --> TIME: 2025-05-10 12:54:37 -- STEP: 637/725 -- GLOBAL_STEP: 240800 | > loss_disc: 2.073917865753174 (2.2130940611732974) | > loss_disc_real_0: 0.16085244715213776 (0.13972018809997866) | > loss_disc_real_1: 0.21968890726566315 (0.19285686061464646) | > loss_disc_real_2: 0.17125564813613892 (0.18983560587678625) | > loss_disc_real_3: 0.19184143841266632 (0.2058115651833954) | > loss_disc_real_4: 0.20728734135627747 (0.19702820178103758) | > loss_disc_real_5: 0.1865462213754654 (0.20573612219497575) | > loss_0: 2.073917865753174 (2.2130940611732974) | > grad_norm_0: tensor(54.2992, device='cuda:0') (tensor(23.3388, device='cuda:0')) | > loss_gen: 2.9417922496795654 (2.7594772560442995) | > loss_kl: 1.90831458568573 (1.725558042339103) | > loss_feat: 9.54255485534668 (8.222698017042498) | > loss_mel: 14.646132469177246 (13.113899943592779) | > loss_duration: 1.660548210144043 (1.6822176874151784) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.6993408203125 (27.503850969826612) | > grad_norm_1: tensor(625.0193, device='cuda:0') (tensor(473.5749, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8484 (0.8504237028268662) | > loader_time: 0.0092 (0.0103069852622375)  --> TIME: 2025-05-10 12:55:20 -- STEP: 687/725 -- GLOBAL_STEP: 240850 | > loss_disc: 2.305553674697876 (2.2144443534173615) | > loss_disc_real_0: 0.17076988518238068 (0.13993409072120808) | > loss_disc_real_1: 0.17608888447284698 (0.19281903774717507) | > loss_disc_real_2: 0.1920899897813797 (0.189707396050381) | > loss_disc_real_3: 0.18721804022789001 (0.20586575476623512) | > loss_disc_real_4: 0.19077247381210327 (0.19715258064835678) | > loss_disc_real_5: 0.18641957640647888 (0.20583402362192554) | > loss_0: 2.305553674697876 (2.2144443534173615) | > grad_norm_0: tensor(32.2176, device='cuda:0') (tensor(23.4650, device='cuda:0')) | > loss_gen: 2.6287965774536133 (2.7571324778088995) | > loss_kl: 1.6820569038391113 (1.7269512631834156) | > loss_feat: 7.844967365264893 (8.213478622131113) | > loss_mel: 11.860068321228027 (13.10712421200681) | > loss_duration: 1.681544542312622 (1.6820877160567904) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.697433471679688 (27.48677431686825) | > grad_norm_1: tensor(556.4728, device='cuda:0') (tensor(475.2067, device='cuda:0')) | > current_lr_0: 0.00019341057725870902 | > current_lr_1: 0.00019341057725870902 | > step_time: 0.8648 (0.8499079382228708) | > loader_time: 0.0122 (0.010286897551024328)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3539986610412598 (2.3539986610412598) | > loss_disc_real_0: 0.224956214427948 (0.224956214427948) | > loss_disc_real_1: 0.17725753784179688 (0.17725753784179688) | > loss_disc_real_2: 0.22280429303646088 (0.22280429303646088) | > loss_disc_real_3: 0.22620795667171478 (0.22620795667171478) | > loss_disc_real_4: 0.24332013726234436 (0.24332013726234436) | > loss_disc_real_5: 0.22774872183799744 (0.22774872183799744) | > loss_0: 2.3539986610412598 (2.3539986610412598) | > loss_gen: 2.7606613636016846 (2.7606613636016846) | > loss_kl: 2.0011725425720215 (2.0011725425720215) | > loss_feat: 7.573161602020264 (7.573161602020264) | > loss_mel: 12.816235542297363 (12.816235542297363) | > loss_duration: 1.6917035579681396 (1.6917035579681396) | > loss_1: 26.84293556213379 (26.84293556213379)  --> STEP: 1 | > loss_disc: 2.2842586040496826 (2.2842586040496826) | > loss_disc_real_0: 0.22299480438232422 (0.22299480438232422) | > loss_disc_real_1: 0.16033580899238586 (0.16033580899238586) | > loss_disc_real_2: 0.2344764769077301 (0.2344764769077301) | > loss_disc_real_3: 0.20640742778778076 (0.20640742778778076) | > loss_disc_real_4: 0.25093263387680054 (0.25093263387680054) | > loss_disc_real_5: 0.23942522704601288 (0.23942522704601288) | > loss_0: 2.2842586040496826 (2.2842586040496826) | > loss_gen: 2.8424596786499023 (2.8424596786499023) | > loss_kl: 1.9504451751708984 (1.9504451751708984) | > loss_feat: 8.192201614379883 (8.192201614379883) | > loss_mel: 14.071320533752441 (14.071320533752441) | > loss_duration: 1.8201463222503662 (1.8201463222503662) | > loss_1: 28.87657356262207 (28.87657356262207)  --> STEP: 2 | > loss_disc: 2.2031304836273193 (2.243694543838501) | > loss_disc_real_0: 0.20969489216804504 (0.21634484827518463) | > loss_disc_real_1: 0.1602734476327896 (0.16030462831258774) | > loss_disc_real_2: 0.2103629857301712 (0.22241973131895065) | > loss_disc_real_3: 0.1840451955795288 (0.19522631168365479) | > loss_disc_real_4: 0.23677293956279755 (0.24385278671979904) | > loss_disc_real_5: 0.22387559711933136 (0.23165041208267212) | > loss_0: 2.2031304836273193 (2.243694543838501) | > loss_gen: 2.8739728927612305 (2.8582162857055664) | > loss_kl: 2.122666358947754 (2.036555767059326) | > loss_feat: 8.46662712097168 (8.329414367675781) | > loss_mel: 14.406469345092773 (14.238894939422607) | > loss_duration: 1.8551020622253418 (1.837624192237854) | > loss_1: 29.724838256835938 (29.300705909729004)  --> STEP: 3 | > loss_disc: 2.1112849712371826 (2.1995580196380615) | > loss_disc_real_0: 0.18946683406829834 (0.20738551020622253) | > loss_disc_real_1: 0.16036154329776764 (0.16032359997431436) | > loss_disc_real_2: 0.21923977136611938 (0.2213597446680069) | > loss_disc_real_3: 0.2107272446155548 (0.20039328932762146) | > loss_disc_real_4: 0.25254082679748535 (0.2467488000790278) | > loss_disc_real_5: 0.21804484724998474 (0.22711522380510965) | > loss_0: 2.1112849712371826 (2.1995580196380615) | > loss_gen: 3.1112380027770996 (2.942556858062744) | > loss_kl: 2.110116481781006 (2.061076005299886) | > loss_feat: 9.585824966430664 (8.748217900594076) | > loss_mel: 15.785726547241211 (14.754505475362143) | > loss_duration: 1.81058931350708 (1.8286125659942627) | > loss_1: 32.40349578857422 (30.33496920267741)  --> STEP: 4 | > loss_disc: 2.390242099761963 (2.247229039669037) | > loss_disc_real_0: 0.22915537655353546 (0.21282797679305077) | > loss_disc_real_1: 0.1826305389404297 (0.1659003347158432) | > loss_disc_real_2: 0.21231041848659515 (0.21909741312265396) | > loss_disc_real_3: 0.21958275139331818 (0.20519065484404564) | > loss_disc_real_4: 0.26724907755851746 (0.2518738694489002) | > loss_disc_real_5: 0.2423454374074936 (0.23092277720570564) | > loss_0: 2.390242099761963 (2.247229039669037) | > loss_gen: 2.692817449569702 (2.8801220059394836) | > loss_kl: 2.112858772277832 (2.0740216970443726) | > loss_feat: 7.702919006347656 (8.48689317703247) | > loss_mel: 12.254008293151855 (14.12938117980957) | > loss_duration: 1.7560497522354126 (1.8104718625545502) | > loss_1: 26.518653869628906 (29.380890369415283) --> EVAL PERFORMANCE | > avg_loader_time: 0.2827606201171875 (+0.006147861480712891) | > avg_loss_disc: 2.247229039669037 (-0.1415206789970398) | > avg_loss_disc_real_0: 0.21282797679305077 (+0.06463652849197388) | > avg_loss_disc_real_1: 0.1659003347158432 (-0.07427363470196724) | > avg_loss_disc_real_2: 0.21909741312265396 (+0.010445307940244675) | > avg_loss_disc_real_3: 0.20519065484404564 (-0.0235401950776577) | > avg_loss_disc_real_4: 0.2518738694489002 (+0.014217596501111984) | > avg_loss_disc_real_5: 0.23092277720570564 (-0.007159199565649033) | > avg_loss_0: 2.247229039669037 (-0.1415206789970398) | > avg_loss_gen: 2.8801220059394836 (+0.3034653067588806) | > avg_loss_kl: 2.0740216970443726 (+0.10001593828201294) | > avg_loss_feat: 8.48689317703247 (+0.7929953336715698) | > avg_loss_mel: 14.12938117980957 (+0.7981717586517334) | > avg_loss_duration: 1.8104718625545502 (+0.003013312816619873) | > avg_loss_1: 29.380890369415283 (+1.9976625442504883)  > EPOCH: 269/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 12:55:59)   --> TIME: 2025-05-10 12:56:11 -- STEP: 12/725 -- GLOBAL_STEP: 240900 | > loss_disc: 2.3175506591796875 (2.239184240500132) | > loss_disc_real_0: 0.166389599442482 (0.1481663603335619) | > loss_disc_real_1: 0.2115912288427353 (0.19535786534349123) | > loss_disc_real_2: 0.20880459249019623 (0.1936334768931071) | > loss_disc_real_3: 0.22765286266803741 (0.20756389821569124) | > loss_disc_real_4: 0.19481325149536133 (0.19394079223275185) | > loss_disc_real_5: 0.20533859729766846 (0.21676807974775633) | > loss_0: 2.3175506591796875 (2.239184240500132) | > grad_norm_0: tensor(15.5131, device='cuda:0') (tensor(19.4693, device='cuda:0')) | > loss_gen: 2.61132550239563 (2.708924174308777) | > loss_kl: 1.8529882431030273 (1.7385571996370952) | > loss_feat: 8.129549026489258 (8.226773381233215) | > loss_mel: 13.160799026489258 (13.3927853902181) | > loss_duration: 1.719225525856018 (1.6848429143428802) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.473888397216797 (27.751883029937744) | > grad_norm_1: tensor(440.7921, device='cuda:0') (tensor(385.1103, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8299 (0.827467679977417) | > loader_time: 0.0095 (0.00955849885940552)  --> TIME: 2025-05-10 12:56:55 -- STEP: 62/725 -- GLOBAL_STEP: 240950 | > loss_disc: 2.339266061782837 (2.2050047536050124) | > loss_disc_real_0: 0.10699552297592163 (0.14109027481848188) | > loss_disc_real_1: 0.21022677421569824 (0.19137938272568486) | > loss_disc_real_2: 0.21555675566196442 (0.18824194515905074) | > loss_disc_real_3: 0.22997628152370453 (0.2050477905619529) | > loss_disc_real_4: 0.21051813662052155 (0.19595425143357245) | > loss_disc_real_5: 0.21502554416656494 (0.20647761417973426) | > loss_0: 2.339266061782837 (2.2050047536050124) | > grad_norm_0: tensor(15.9366, device='cuda:0') (tensor(21.8894, device='cuda:0')) | > loss_gen: 2.63425612449646 (2.758636405391078) | > loss_kl: 1.5875180959701538 (1.701554577196798) | > loss_feat: 7.794661521911621 (8.385220496885246) | > loss_mel: 11.834200859069824 (13.31374579091226) | > loss_duration: 1.7365152835845947 (1.6808299922174024) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.5871524810791 (27.839987016493275) | > grad_norm_1: tensor(397.0681, device='cuda:0') (tensor(463.7186, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8458 (0.8477660571375201) | > loader_time: 0.0106 (0.010093673582999941)  --> TIME: 2025-05-10 12:57:38 -- STEP: 112/725 -- GLOBAL_STEP: 241000 | > loss_disc: 2.155081033706665 (2.207352972456388) | > loss_disc_real_0: 0.20134180784225464 (0.14128061250916546) | > loss_disc_real_1: 0.19533316791057587 (0.1916917341628245) | > loss_disc_real_2: 0.1837117224931717 (0.18860288097390107) | > loss_disc_real_3: 0.20193232595920563 (0.2053878674549716) | > loss_disc_real_4: 0.18372230231761932 (0.19613181134419783) | > loss_disc_real_5: 0.20414946973323822 (0.20695324588034833) | > loss_0: 2.155081033706665 (2.207352972456388) | > grad_norm_0: tensor(46.5053, device='cuda:0') (tensor(22.3508, device='cuda:0')) | > loss_gen: 2.829265832901001 (2.757230560694422) | > loss_kl: 1.7404792308807373 (1.7103789012346948) | > loss_feat: 9.088323593139648 (8.315133494990215) | > loss_mel: 14.135261535644531 (13.205057280404228) | > loss_duration: 1.6937161684036255 (1.6848835412945065) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.48704719543457 (27.672683596611023) | > grad_norm_1: tensor(694.6681, device='cuda:0') (tensor(464.0922, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8312 (0.8539818184716361) | > loader_time: 0.0091 (0.009961490120206565) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_241000.pth  --> TIME: 2025-05-10 12:58:24 -- STEP: 162/725 -- GLOBAL_STEP: 241050 | > loss_disc: 2.174870014190674 (2.2015043497085576) | > loss_disc_real_0: 0.16724030673503876 (0.14022674669086196) | > loss_disc_real_1: 0.18413026630878448 (0.19100004544964547) | > loss_disc_real_2: 0.21031363308429718 (0.18773056557516998) | > loss_disc_real_3: 0.2030055671930313 (0.20483067015438905) | > loss_disc_real_4: 0.21228492259979248 (0.19690748718049786) | > loss_disc_real_5: 0.19439853727817535 (0.20531646732562853) | > loss_0: 2.174870014190674 (2.2015043497085576) | > grad_norm_0: tensor(23.6686, device='cuda:0') (tensor(22.3203, device='cuda:0')) | > loss_gen: 2.8769116401672363 (2.7692225774129224) | > loss_kl: 1.613016128540039 (1.7100124697626373) | > loss_feat: 7.589748859405518 (8.349416832865023) | > loss_mel: 12.431214332580566 (13.219105049415871) | > loss_duration: 1.6245837211608887 (1.6848407637925795) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.135475158691406 (27.732597574775603) | > grad_norm_1: tensor(648.9695, device='cuda:0') (tensor(465.7576, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.837 (0.8520700990417858) | > loader_time: 0.0094 (0.009960045049219957)  --> TIME: 2025-05-10 12:59:07 -- STEP: 212/725 -- GLOBAL_STEP: 241100 | > loss_disc: 2.304724931716919 (2.203776499010483) | > loss_disc_real_0: 0.2076713591814041 (0.14122943003784938) | > loss_disc_real_1: 0.18682843446731567 (0.19104759500555277) | > loss_disc_real_2: 0.2088732272386551 (0.1884803228642581) | > loss_disc_real_3: 0.2023855745792389 (0.20488287972391778) | > loss_disc_real_4: 0.17488141357898712 (0.19655181657312049) | > loss_disc_real_5: 0.22792533040046692 (0.20530294071672098) | > loss_0: 2.304724931716919 (2.203776499010483) | > grad_norm_0: tensor(48.7314, device='cuda:0') (tensor(23.3125, device='cuda:0')) | > loss_gen: 2.6259236335754395 (2.774872930544727) | > loss_kl: 1.5915379524230957 (1.719872458363479) | > loss_feat: 8.281000137329102 (8.350077287206112) | > loss_mel: 13.487532615661621 (13.239586807646841) | > loss_duration: 1.690848708152771 (1.6835725268103041) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.676841735839844 (27.76798186212216) | > grad_norm_1: tensor(540.6064, device='cuda:0') (tensor(473.0151, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8514 (0.8534376351338513) | > loader_time: 0.0096 (0.009888571388316598)  --> TIME: 2025-05-10 12:59:51 -- STEP: 262/725 -- GLOBAL_STEP: 241150 | > loss_disc: 2.193887710571289 (2.219446902966681) | > loss_disc_real_0: 0.1261596828699112 (0.15410992267136356) | > loss_disc_real_1: 0.19587747752666473 (0.19126497823318456) | > loss_disc_real_2: 0.19099171459674835 (0.18860610983981432) | > loss_disc_real_3: 0.2414957731962204 (0.2052925376377943) | > loss_disc_real_4: 0.1817733347415924 (0.19665591128682358) | > loss_disc_real_5: 0.21250760555267334 (0.20551207758315648) | > loss_0: 2.193887710571289 (2.219446902966681) | > grad_norm_0: tensor(20.8448, device='cuda:0') (tensor(23.4508, device='cuda:0')) | > loss_gen: 2.7256364822387695 (2.7682272687213105) | > loss_kl: 1.5933340787887573 (1.7200702647216448) | > loss_feat: 8.56063461303711 (8.31757512711387) | > loss_mel: 13.940712928771973 (13.199551436737293) | > loss_duration: 1.678056001663208 (1.68386593574786) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.49837303161621 (27.689289908372718) | > grad_norm_1: tensor(451.3310, device='cuda:0') (tensor(469.6924, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8904 (0.8525112749056052) | > loader_time: 0.0096 (0.009923726547765363)  --> TIME: 2025-05-10 13:00:34 -- STEP: 312/725 -- GLOBAL_STEP: 241200 | > loss_disc: 2.324378728866577 (2.219414685781187) | > loss_disc_real_0: 0.15965865552425385 (0.15347493769457715) | > loss_disc_real_1: 0.2225458174943924 (0.1910894619635283) | > loss_disc_real_2: 0.2027321308851242 (0.1889322725339577) | > loss_disc_real_3: 0.2300550490617752 (0.2049502778129701) | > loss_disc_real_4: 0.21496450901031494 (0.19683567749766193) | > loss_disc_real_5: 0.22430679202079773 (0.20520749745460656) | > loss_0: 2.324378728866577 (2.219414685781187) | > grad_norm_0: tensor(30.2103, device='cuda:0') (tensor(24.2285, device='cuda:0')) | > loss_gen: 2.601255178451538 (2.7683963905542313) | > loss_kl: 1.60163414478302 (1.7121150161211307) | > loss_feat: 6.525867938995361 (8.307983315907986) | > loss_mel: 11.231261253356934 (13.21939448515574) | > loss_duration: 1.6912227869033813 (1.6828214999956954) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.651243209838867 (27.690710624059037) | > grad_norm_1: tensor(620.8079, device='cuda:0') (tensor(487.7641, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8519 (0.8515222408832642) | > loader_time: 0.0106 (0.009906308773236396)  --> TIME: 2025-05-10 13:01:17 -- STEP: 362/725 -- GLOBAL_STEP: 241250 | > loss_disc: 2.239093542098999 (2.2222003508667947) | > loss_disc_real_0: 0.14608031511306763 (0.15247121185722942) | > loss_disc_real_1: 0.20541632175445557 (0.19118767433403608) | > loss_disc_real_2: 0.20304690301418304 (0.18934758262739648) | > loss_disc_real_3: 0.22926761209964752 (0.20517040727382216) | > loss_disc_real_4: 0.1813470870256424 (0.19735004896946368) | > loss_disc_real_5: 0.22055977582931519 (0.20533420285467285) | > loss_0: 2.239093542098999 (2.2222003508667947) | > grad_norm_0: tensor(23.5972, device='cuda:0') (tensor(24.3012, device='cuda:0')) | > loss_gen: 2.7445168495178223 (2.7639572389876657) | > loss_kl: 1.7667368650436401 (1.711281140535576) | > loss_feat: 7.775017261505127 (8.27600622967462) | > loss_mel: 12.975443840026855 (13.189235041813298) | > loss_duration: 1.6106300354003906 (1.6819297668024973) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.872343063354492 (27.622409362160692) | > grad_norm_1: tensor(595.7739, device='cuda:0') (tensor(491.0364, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8374 (0.851500089655923) | > loader_time: 0.0095 (0.009912019276487235)  --> TIME: 2025-05-10 13:02:00 -- STEP: 412/725 -- GLOBAL_STEP: 241300 | > loss_disc: 2.3427481651306152 (2.2212838420590177) | > loss_disc_real_0: 0.18735508620738983 (0.15123954762532885) | > loss_disc_real_1: 0.21580128371715546 (0.1914398779061813) | > loss_disc_real_2: 0.2065192610025406 (0.18917044480014766) | > loss_disc_real_3: 0.18929660320281982 (0.2050997748681643) | > loss_disc_real_4: 0.170981302857399 (0.19705971966958732) | > loss_disc_real_5: 0.1967955231666565 (0.20537148987494627) | > loss_0: 2.3427481651306152 (2.2212838420590177) | > grad_norm_0: tensor(31.0817, device='cuda:0') (tensor(24.5146, device='cuda:0')) | > loss_gen: 2.7272980213165283 (2.7669064512530595) | > loss_kl: 1.6182301044464111 (1.7121120893839494) | > loss_feat: 7.512927532196045 (8.267767134222012) | > loss_mel: 12.15812873840332 (13.194068781380514) | > loss_duration: 1.6900142431259155 (1.682529450330919) | > amp_scaler: 256.0 (256.6213592233009) | > loss_1: 25.706600189208984 (27.623383846097774) | > grad_norm_1: tensor(201.1187, device='cuda:0') (tensor(494.1021, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8479 (0.8513224101761008) | > loader_time: 0.0095 (0.00992367105576598)  --> TIME: 2025-05-10 13:02:43 -- STEP: 462/725 -- GLOBAL_STEP: 241350 | > loss_disc: 2.2113895416259766 (2.220268740282431) | > loss_disc_real_0: 0.1377224326133728 (0.14999737380903017) | > loss_disc_real_1: 0.18697918951511383 (0.19134848971258514) | > loss_disc_real_2: 0.19670331478118896 (0.1892971300975584) | > loss_disc_real_3: 0.19210238754749298 (0.20525950512715754) | > loss_disc_real_4: 0.21316178143024445 (0.19705430976240143) | > loss_disc_real_5: 0.18208661675453186 (0.20562898012853803) | > loss_0: 2.2113895416259766 (2.220268740282431) | > grad_norm_0: tensor(19.3285, device='cuda:0') (tensor(24.3457, device='cuda:0')) | > loss_gen: 2.7054247856140137 (2.763879576802771) | > loss_kl: 1.791654348373413 (1.7174043407687893) | > loss_feat: 7.878465175628662 (8.262186140209042) | > loss_mel: 13.130743026733398 (13.178950249890745) | > loss_duration: 1.7062232494354248 (1.6823401693657873) | > amp_scaler: 256.0 (256.5541125541126) | > loss_1: 27.212509155273438 (27.604760434204362) | > grad_norm_1: tensor(611.6430, device='cuda:0') (tensor(492.9823, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.7809 (0.8505365740169175) | > loader_time: 0.0096 (0.009891718497007953)  --> TIME: 2025-05-10 13:03:26 -- STEP: 512/725 -- GLOBAL_STEP: 241400 | > loss_disc: 2.257847785949707 (2.220202473457903) | > loss_disc_real_0: 0.2530786097049713 (0.1493516489135801) | > loss_disc_real_1: 0.2169828861951828 (0.19156376848695802) | > loss_disc_real_2: 0.19808794558048248 (0.18952192799770268) | > loss_disc_real_3: 0.1790245771408081 (0.20510248871869413) | > loss_disc_real_4: 0.18850626051425934 (0.19702239683829242) | > loss_disc_real_5: 0.20137731730937958 (0.20554598973831162) | > loss_0: 2.257847785949707 (2.220202473457903) | > grad_norm_0: tensor(24.9278, device='cuda:0') (tensor(24.2422, device='cuda:0')) | > loss_gen: 2.7361068725585938 (2.763842393178494) | > loss_kl: 1.8839342594146729 (1.7192910150624812) | > loss_feat: 7.654964923858643 (8.246368151158089) | > loss_mel: 12.765280723571777 (13.169851081445813) | > loss_duration: 1.62186861038208 (1.6829083340708162) | > amp_scaler: 256.0 (256.4999999999997) | > loss_1: 26.662155151367188 (27.582260932773348) | > grad_norm_1: tensor(386.3432, device='cuda:0') (tensor(494.0808, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8405 (0.850097322836518) | > loader_time: 0.0093 (0.009901094716042277)  --> TIME: 2025-05-10 13:04:09 -- STEP: 562/725 -- GLOBAL_STEP: 241450 | > loss_disc: 2.338367462158203 (2.2202752936777266) | > loss_disc_real_0: 0.16225974261760712 (0.1486736488432436) | > loss_disc_real_1: 0.2089877426624298 (0.19154116930274356) | > loss_disc_real_2: 0.22556135058403015 (0.18950154555437818) | > loss_disc_real_3: 0.18557821214199066 (0.20494342958587777) | > loss_disc_real_4: 0.2351798117160797 (0.19709550851816812) | > loss_disc_real_5: 0.24308867752552032 (0.20568177517622813) | > loss_0: 2.338367462158203 (2.2202752936777266) | > grad_norm_0: tensor(10.8122, device='cuda:0') (tensor(24.1470, device='cuda:0')) | > loss_gen: 2.6721975803375244 (2.763138945840857) | > loss_kl: 1.7288250923156738 (1.718663653444989) | > loss_feat: 6.811005115509033 (8.240883922237515) | > loss_mel: 10.87951374053955 (13.162557209938024) | > loss_duration: 1.6402208805084229 (1.682647313723784) | > amp_scaler: 256.0 (256.45551601423455) | > loss_1: 23.731761932373047 (27.567891005519442) | > grad_norm_1: tensor(160.2337, device='cuda:0') (tensor(485.5891, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8898 (0.8498758073379137) | > loader_time: 0.0095 (0.009881048440084758)  --> TIME: 2025-05-10 13:04:52 -- STEP: 612/725 -- GLOBAL_STEP: 241500 | > loss_disc: 2.2138772010803223 (2.2199607236323007) | > loss_disc_real_0: 0.13532918691635132 (0.14779400045137406) | > loss_disc_real_1: 0.1796492487192154 (0.19192427964089748) | > loss_disc_real_2: 0.17357338964939117 (0.18949300773880048) | > loss_disc_real_3: 0.20952700078487396 (0.20497444790660166) | > loss_disc_real_4: 0.2270742505788803 (0.1970262159806451) | > loss_disc_real_5: 0.1945987343788147 (0.20565545283793624) | > loss_0: 2.2138772010803223 (2.2199607236323007) | > grad_norm_0: tensor(23.5627, device='cuda:0') (tensor(24.0746, device='cuda:0')) | > loss_gen: 2.664968252182007 (2.76418224580927) | > loss_kl: 1.7290754318237305 (1.719937890183691) | > loss_feat: 7.683917999267578 (8.249503213595718) | > loss_mel: 13.389383316040039 (13.190050394706482) | > loss_duration: 1.6178975105285645 (1.6821638780092099) | > amp_scaler: 256.0 (256.41830065359443) | > loss_1: 27.085241317749023 (27.60583755705091) | > grad_norm_1: tensor(461.9824, device='cuda:0') (tensor(486.7557, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.811 (0.8501697985175388) | > loader_time: 0.009 (0.009871191448635524)  --> TIME: 2025-05-10 13:05:36 -- STEP: 662/725 -- GLOBAL_STEP: 241550 | > loss_disc: 2.2856638431549072 (2.2190752373361153) | > loss_disc_real_0: 0.13413184881210327 (0.14698111893907412) | > loss_disc_real_1: 0.1744973063468933 (0.19203690061306314) | > loss_disc_real_2: 0.20015515387058258 (0.18947398144853067) | > loss_disc_real_3: 0.21627099812030792 (0.2049395438632576) | > loss_disc_real_4: 0.19006149470806122 (0.19714179821875152) | > loss_disc_real_5: 0.21685656905174255 (0.2055779286516757) | > loss_0: 2.2856638431549072 (2.2190752373361153) | > grad_norm_0: tensor(17.9765, device='cuda:0') (tensor(24.1252, device='cuda:0')) | > loss_gen: 2.5269715785980225 (2.7656596675740306) | > loss_kl: 1.7588053941726685 (1.7169227989058473) | > loss_feat: 7.264897346496582 (8.245987439803843) | > loss_mel: 11.945212364196777 (13.188685333620752) | > loss_duration: 1.703615427017212 (1.6822961858752268) | > amp_scaler: 256.0 (256.38670694864027) | > loss_1: 25.199501037597656 (27.599551356451023) | > grad_norm_1: tensor(495.0008, device='cuda:0') (tensor(489.9751, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8771 (0.8502192861003818) | > loader_time: 0.0097 (0.00984954041656771)  --> TIME: 2025-05-10 13:06:19 -- STEP: 712/725 -- GLOBAL_STEP: 241600 | > loss_disc: 2.231536388397217 (2.2165821427374746) | > loss_disc_real_0: 0.0981084331870079 (0.14630410196573534) | > loss_disc_real_1: 0.1775657832622528 (0.1919011284670469) | > loss_disc_real_2: 0.18942247331142426 (0.18943558409391478) | > loss_disc_real_3: 0.2049923688173294 (0.20472360272588355) | > loss_disc_real_4: 0.18428532779216766 (0.19688727792478) | > loss_disc_real_5: 0.19536033272743225 (0.2053330692807945) | > loss_0: 2.231536388397217 (2.2165821427374746) | > grad_norm_0: tensor(20.6913, device='cuda:0') (tensor(24.1536, device='cuda:0')) | > loss_gen: 2.5888242721557617 (2.7676075462544936) | > loss_kl: 1.6127732992172241 (1.7168163680628439) | > loss_feat: 7.888446807861328 (8.253907390524825) | > loss_mel: 13.353192329406738 (13.192332751295545) | > loss_duration: 1.6737301349639893 (1.681926577111308) | > amp_scaler: 256.0 (256.35955056179773) | > loss_1: 27.116968154907227 (27.61259057816494) | > grad_norm_1: tensor(591.2794, device='cuda:0') (tensor(490.5965, device='cuda:0')) | > current_lr_0: 0.00019338640093655168 | > current_lr_1: 0.00019338640093655168 | > step_time: 0.8467 (0.8503999710083008) | > loader_time: 0.0095 (0.00986187679044316)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.359998941421509 (2.359998941421509) | > loss_disc_real_0: 0.20096881687641144 (0.20096881687641144) | > loss_disc_real_1: 0.16003789007663727 (0.16003789007663727) | > loss_disc_real_2: 0.2806251347064972 (0.2806251347064972) | > loss_disc_real_3: 0.18710488080978394 (0.18710488080978394) | > loss_disc_real_4: 0.28188565373420715 (0.28188565373420715) | > loss_disc_real_5: 0.2373420149087906 (0.2373420149087906) | > loss_0: 2.359998941421509 (2.359998941421509) | > loss_gen: 2.9093573093414307 (2.9093573093414307) | > loss_kl: 2.153665065765381 (2.153665065765381) | > loss_feat: 8.084914207458496 (8.084914207458496) | > loss_mel: 13.647111892700195 (13.647111892700195) | > loss_duration: 1.6989116668701172 (1.6989116668701172) | > loss_1: 28.493959426879883 (28.493959426879883)  --> STEP: 1 | > loss_disc: 2.2196733951568604 (2.2196733951568604) | > loss_disc_real_0: 0.18729813396930695 (0.18729813396930695) | > loss_disc_real_1: 0.15558528900146484 (0.15558528900146484) | > loss_disc_real_2: 0.25680360198020935 (0.25680360198020935) | > loss_disc_real_3: 0.18075355887413025 (0.18075355887413025) | > loss_disc_real_4: 0.2685790956020355 (0.2685790956020355) | > loss_disc_real_5: 0.21144697070121765 (0.21144697070121765) | > loss_0: 2.2196733951568604 (2.2196733951568604) | > loss_gen: 2.9886627197265625 (2.9886627197265625) | > loss_kl: 2.3164772987365723 (2.3164772987365723) | > loss_feat: 8.198920249938965 (8.198920249938965) | > loss_mel: 13.874505043029785 (13.874505043029785) | > loss_duration: 1.8204718828201294 (1.8204718828201294) | > loss_1: 29.199039459228516 (29.199039459228516)  --> STEP: 2 | > loss_disc: 2.223801374435425 (2.2217373847961426) | > loss_disc_real_0: 0.21845963597297668 (0.20287888497114182) | > loss_disc_real_1: 0.15997928380966187 (0.15778228640556335) | > loss_disc_real_2: 0.2513400614261627 (0.25407183170318604) | > loss_disc_real_3: 0.16005703806877136 (0.1704052984714508) | > loss_disc_real_4: 0.25986823439598083 (0.2642236649990082) | > loss_disc_real_5: 0.18846233189105988 (0.19995465129613876) | > loss_0: 2.223801374435425 (2.2217373847961426) | > loss_gen: 2.8819572925567627 (2.9353100061416626) | > loss_kl: 1.8218837976455688 (2.0691805481910706) | > loss_feat: 7.813828468322754 (8.00637435913086) | > loss_mel: 12.605899810791016 (13.2402024269104) | > loss_duration: 1.843003749847412 (1.8317378163337708) | > loss_1: 26.96657371520996 (28.08280658721924)  --> STEP: 3 | > loss_disc: 2.2421059608459473 (2.2285269101460776) | > loss_disc_real_0: 0.1886395514011383 (0.1981324404478073) | > loss_disc_real_1: 0.15785349905490875 (0.15780602395534515) | > loss_disc_real_2: 0.2679818570613861 (0.25870850682258606) | > loss_disc_real_3: 0.18473827838897705 (0.17518295844395956) | > loss_disc_real_4: 0.26054584980010986 (0.2629977265993754) | > loss_disc_real_5: 0.1940179318189621 (0.19797574480374655) | > loss_0: 2.2421059608459473 (2.2285269101460776) | > loss_gen: 3.0102596282958984 (2.9602932135264077) | > loss_kl: 1.8415629863739014 (1.9933080275853474) | > loss_feat: 8.418396949768066 (8.143715222676596) | > loss_mel: 14.028019905090332 (13.502808252970377) | > loss_duration: 1.8115947246551514 (1.8250234524408977) | > loss_1: 29.109832763671875 (28.425148646036785)  --> STEP: 4 | > loss_disc: 2.311476230621338 (2.2492642402648926) | > loss_disc_real_0: 0.1955641657114029 (0.1974903717637062) | > loss_disc_real_1: 0.16192345321178436 (0.15883538126945496) | > loss_disc_real_2: 0.2775672972202301 (0.26342320442199707) | > loss_disc_real_3: 0.17925216257572174 (0.1762002594769001) | > loss_disc_real_4: 0.26663902401924133 (0.2639080509543419) | > loss_disc_real_5: 0.25705716013908386 (0.21274609863758087) | > loss_0: 2.311476230621338 (2.2492642402648926) | > loss_gen: 3.0281317234039307 (2.9772528409957886) | > loss_kl: 1.858672022819519 (1.9596490263938904) | > loss_feat: 7.856931686401367 (8.072019338607788) | > loss_mel: 13.783214569091797 (13.572909832000732) | > loss_duration: 1.749711513519287 (1.806195467710495) | > loss_1: 28.276660919189453 (28.38802671432495) --> EVAL PERFORMANCE | > avg_loader_time: 0.2797364592552185 (-0.003024160861968994) | > avg_loss_disc: 2.2492642402648926 (+0.002035200595855713) | > avg_loss_disc_real_0: 0.1974903717637062 (-0.015337605029344559) | > avg_loss_disc_real_1: 0.15883538126945496 (-0.007064953446388245) | > avg_loss_disc_real_2: 0.26342320442199707 (+0.04432579129934311) | > avg_loss_disc_real_3: 0.1762002594769001 (-0.02899039536714554) | > avg_loss_disc_real_4: 0.2639080509543419 (+0.012034181505441666) | > avg_loss_disc_real_5: 0.21274609863758087 (-0.01817667856812477) | > avg_loss_0: 2.2492642402648926 (+0.002035200595855713) | > avg_loss_gen: 2.9772528409957886 (+0.09713083505630493) | > avg_loss_kl: 1.9596490263938904 (-0.11437267065048218) | > avg_loss_feat: 8.072019338607788 (-0.4148738384246826) | > avg_loss_mel: 13.572909832000732 (-0.5564713478088379) | > avg_loss_duration: 1.806195467710495 (-0.004276394844055176) | > avg_loss_1: 28.38802671432495 (-0.992863655090332)  > EPOCH: 270/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 13:06:36)   --> TIME: 2025-05-10 13:07:10 -- STEP: 37/725 -- GLOBAL_STEP: 241650 | > loss_disc: 2.2553441524505615 (2.179113465386468) | > loss_disc_real_0: 0.11302020400762558 (0.13436599156341036) | > loss_disc_real_1: 0.18703040480613708 (0.1903903734039616) | > loss_disc_real_2: 0.162517711520195 (0.18584630779317907) | > loss_disc_real_3: 0.2008199840784073 (0.2041086490089829) | > loss_disc_real_4: 0.19882355630397797 (0.19470345450414195) | > loss_disc_real_5: 0.1718258261680603 (0.20180454246095708) | > loss_0: 2.2553441524505615 (2.179113465386468) | > grad_norm_0: tensor(30.6381, device='cuda:0') (tensor(25.7637, device='cuda:0')) | > loss_gen: 2.7042181491851807 (2.8074211365467794) | > loss_kl: 1.8234467506408691 (1.7420267285527409) | > loss_feat: 7.892361640930176 (8.377417577279578) | > loss_mel: 12.329641342163086 (13.266768507055334) | > loss_duration: 1.6824500560760498 (1.6820695529112946) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.432117462158203 (27.875703450795765) | > grad_norm_1: tensor(552.1932, device='cuda:0') (tensor(568.0932, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8511 (0.8522287961598989) | > loader_time: 0.0132 (0.010389495540309598)  --> TIME: 2025-05-10 13:07:54 -- STEP: 87/725 -- GLOBAL_STEP: 241700 | > loss_disc: 2.18505597114563 (2.1915985332138233) | > loss_disc_real_0: 0.11124279350042343 (0.13518109386679775) | > loss_disc_real_1: 0.18557503819465637 (0.19028838561184105) | > loss_disc_real_2: 0.19307363033294678 (0.18743040147183956) | > loss_disc_real_3: 0.19191758334636688 (0.20568362392228226) | > loss_disc_real_4: 0.18293160200119019 (0.19513443112373352) | > loss_disc_real_5: 0.19352328777313232 (0.2043540155750582) | > loss_0: 2.18505597114563 (2.1915985332138233) | > grad_norm_0: tensor(10.1224, device='cuda:0') (tensor(24.5396, device='cuda:0')) | > loss_gen: 2.7663888931274414 (2.784744191443784) | > loss_kl: 1.6121935844421387 (1.7161894653035306) | > loss_feat: 7.683943271636963 (8.320113823331639) | > loss_mel: 13.081781387329102 (13.249330597362299) | > loss_duration: 1.661689281463623 (1.6804080091673752) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.80599594116211 (27.750786134566383) | > grad_norm_1: tensor(486.8955, device='cuda:0') (tensor(539.8041, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8271 (0.8516179747965144) | > loader_time: 0.0093 (0.010142005723098228)  --> TIME: 2025-05-10 13:08:37 -- STEP: 137/725 -- GLOBAL_STEP: 241750 | > loss_disc: 2.124769926071167 (2.192526869530225) | > loss_disc_real_0: 0.10494872182607651 (0.13662281757506148) | > loss_disc_real_1: 0.17591610550880432 (0.1900903248656405) | > loss_disc_real_2: 0.17893102765083313 (0.18719981512884154) | > loss_disc_real_3: 0.20788349211215973 (0.20555880393860113) | > loss_disc_real_4: 0.1833498477935791 (0.19463184399761424) | > loss_disc_real_5: 0.2012268453836441 (0.20516584182742742) | > loss_0: 2.124769926071167 (2.192526869530225) | > grad_norm_0: tensor(8.6617, device='cuda:0') (tensor(24.2280, device='cuda:0')) | > loss_gen: 2.853823661804199 (2.786837384648567) | > loss_kl: 1.6688274145126343 (1.7201109123926093) | > loss_feat: 8.450950622558594 (8.36236461235659) | > loss_mel: 13.064884185791016 (13.313371066629452) | > loss_duration: 1.6696054935455322 (1.6809245234858379) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.708091735839844 (27.86360860392995) | > grad_norm_1: tensor(343.9766, device='cuda:0') (tensor(523.7707, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8221 (0.8520389664782225) | > loader_time: 0.0088 (0.010074124719104627)  --> TIME: 2025-05-10 13:09:21 -- STEP: 187/725 -- GLOBAL_STEP: 241800 | > loss_disc: 2.212655782699585 (2.197115689037953) | > loss_disc_real_0: 0.17501945793628693 (0.1369942896825108) | > loss_disc_real_1: 0.20067237317562103 (0.190079760423956) | > loss_disc_real_2: 0.1822364628314972 (0.187637208776678) | > loss_disc_real_3: 0.1760609745979309 (0.20557053865277194) | > loss_disc_real_4: 0.18768681585788727 (0.1947858786200458) | > loss_disc_real_5: 0.19059337675571442 (0.2053391854552662) | > loss_0: 2.212655782699585 (2.197115689037953) | > grad_norm_0: tensor(23.2843, device='cuda:0') (tensor(24.8116, device='cuda:0')) | > loss_gen: 2.7598252296447754 (2.7815371911156) | > loss_kl: 1.8279287815093994 (1.7205261546660235) | > loss_feat: 8.264023780822754 (8.330450236478592) | > loss_mel: 13.76904582977295 (13.285982912236994) | > loss_duration: 1.697770357131958 (1.6813836588579065) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.318593978881836 (27.799880236865366) | > grad_norm_1: tensor(680.8988, device='cuda:0') (tensor(529.8254, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8513 (0.8542406265748376) | > loader_time: 0.0098 (0.010100617128259994)  --> TIME: 2025-05-10 13:10:04 -- STEP: 237/725 -- GLOBAL_STEP: 241850 | > loss_disc: 2.106024742126465 (2.200195764187518) | > loss_disc_real_0: 0.1757887601852417 (0.1373703522521233) | > loss_disc_real_1: 0.20588314533233643 (0.19057104299591557) | > loss_disc_real_2: 0.20347310602664948 (0.18820241301120083) | > loss_disc_real_3: 0.1846742182970047 (0.20572094399214796) | > loss_disc_real_4: 0.19494932889938354 (0.19510662612281274) | > loss_disc_real_5: 0.19494660198688507 (0.20584861626101952) | > loss_0: 2.106024742126465 (2.200195764187518) | > grad_norm_0: tensor(28.5406, device='cuda:0') (tensor(24.0477, device='cuda:0')) | > loss_gen: 3.0255987644195557 (2.7728022341989775) | > loss_kl: 1.8263566493988037 (1.721413433300292) | > loss_feat: 8.83663272857666 (8.29084851671372) | > loss_mel: 14.40481948852539 (13.233426894819686) | > loss_duration: 1.6549433469772339 (1.680853660096599) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.74835205078125 (27.699344795967455) | > grad_norm_1: tensor(541.8251, device='cuda:0') (tensor(518.6201, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.806 (0.8541167657586592) | > loader_time: 0.0092 (0.010100161475974293)  --> TIME: 2025-05-10 13:10:47 -- STEP: 287/725 -- GLOBAL_STEP: 241900 | > loss_disc: 2.2262840270996094 (2.198285531499244) | > loss_disc_real_0: 0.17069293558597565 (0.1370264254380602) | > loss_disc_real_1: 0.18690946698188782 (0.19060785097527586) | > loss_disc_real_2: 0.18444524705410004 (0.18796275706656715) | > loss_disc_real_3: 0.23430730402469635 (0.2056705629784056) | > loss_disc_real_4: 0.20123271644115448 (0.19575608264693822) | > loss_disc_real_5: 0.1719149649143219 (0.20508152542421626) | > loss_0: 2.2262840270996094 (2.198285531499244) | > grad_norm_0: tensor(22.8714, device='cuda:0') (tensor(24.1982, device='cuda:0')) | > loss_gen: 2.925632953643799 (2.7763722848393786) | > loss_kl: 1.6804194450378418 (1.7242282828387485) | > loss_feat: 8.517529487609863 (8.324087229339916) | > loss_mel: 13.61166763305664 (13.248741997243638) | > loss_duration: 1.69270658493042 (1.6808514312584641) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.427955627441406 (27.75428124005786) | > grad_norm_1: tensor(461.3714, device='cuda:0') (tensor(518.9857, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8154 (0.8532941175254795) | > loader_time: 0.0097 (0.010107915160547975)  --> TIME: 2025-05-10 13:11:31 -- STEP: 337/725 -- GLOBAL_STEP: 241950 | > loss_disc: 2.1186630725860596 (2.2002314311460482) | > loss_disc_real_0: 0.08816894888877869 (0.13863787678476616) | > loss_disc_real_1: 0.16341112554073334 (0.19049855465351306) | > loss_disc_real_2: 0.16320152580738068 (0.18793169181318597) | > loss_disc_real_3: 0.20858468115329742 (0.20514349652680877) | > loss_disc_real_4: 0.1764187514781952 (0.1957140666617838) | > loss_disc_real_5: 0.20527875423431396 (0.2053565230408479) | > loss_0: 2.1186630725860596 (2.2002314311460482) | > grad_norm_0: tensor(27.3653, device='cuda:0') (tensor(24.3531, device='cuda:0')) | > loss_gen: 2.8084404468536377 (2.7761050968566354) | > loss_kl: 1.697991967201233 (1.7259196838922246) | > loss_feat: 9.470381736755371 (8.33032562329437) | > loss_mel: 14.118196487426758 (13.243238423627638) | > loss_duration: 1.658140778541565 (1.6801492325983691) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.75315284729004 (27.75573801216102) | > grad_norm_1: tensor(622.7627, device='cuda:0') (tensor(509.3203, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8792 (0.8530301177537051) | > loader_time: 0.0123 (0.01022519768168735)  --> TIME: 2025-05-10 13:12:14 -- STEP: 387/725 -- GLOBAL_STEP: 242000 | > loss_disc: 2.12070631980896 (2.2032443762441614) | > loss_disc_real_0: 0.13058826327323914 (0.13860613176988998) | > loss_disc_real_1: 0.18498224020004272 (0.190786864175353) | > loss_disc_real_2: 0.21733301877975464 (0.18831552280166045) | > loss_disc_real_3: 0.22397932410240173 (0.2052673104505515) | > loss_disc_real_4: 0.2163771688938141 (0.19577353280182033) | > loss_disc_real_5: 0.19013288617134094 (0.2058841467904798) | > loss_0: 2.12070631980896 (2.2032443762441614) | > grad_norm_0: tensor(24.1705, device='cuda:0') (tensor(24.2136, device='cuda:0')) | > loss_gen: 2.7980663776397705 (2.7702574002958404) | > loss_kl: 1.8228466510772705 (1.7319120005427713) | > loss_feat: 8.388550758361816 (8.296718041718163) | > loss_mel: 13.85265827178955 (13.201856566337964) | > loss_duration: 1.7510993480682373 (1.6802112566408256) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.613222122192383 (27.680955251057938) | > grad_norm_1: tensor(142.2859, device='cuda:0') (tensor(506.8586, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8677 (0.8533417094277471) | > loader_time: 0.0122 (0.01026452604190324) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_242000.pth  --> TIME: 2025-05-10 13:12:59 -- STEP: 437/725 -- GLOBAL_STEP: 242050 | > loss_disc: 2.2938199043273926 (2.2026585812426784) | > loss_disc_real_0: 0.14500762522220612 (0.13865977535940688) | > loss_disc_real_1: 0.18997527658939362 (0.19088327001516012) | > loss_disc_real_2: 0.2016284316778183 (0.18793345220574526) | > loss_disc_real_3: 0.20064795017242432 (0.20521876686497745) | > loss_disc_real_4: 0.22001853585243225 (0.1956504282948627) | > loss_disc_real_5: 0.23626451194286346 (0.20601891063034397) | > loss_0: 2.2938199043273926 (2.2026585812426784) | > grad_norm_0: tensor(14.1647, device='cuda:0') (tensor(24.0787, device='cuda:0')) | > loss_gen: 2.608062744140625 (2.772272162906639) | > loss_kl: 1.6457370519638062 (1.7287359264949913) | > loss_feat: 7.3673248291015625 (8.309914010613147) | > loss_mel: 12.298079490661621 (13.213039854298472) | > loss_duration: 1.6396645307540894 (1.6800689926409333) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.558868408203125 (27.70403092949559) | > grad_norm_1: tensor(324.7348, device='cuda:0') (tensor(506.9719, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.897 (0.8518538840575403) | > loader_time: 0.0098 (0.010222144203273333)  --> TIME: 2025-05-10 13:13:43 -- STEP: 487/725 -- GLOBAL_STEP: 242100 | > loss_disc: 2.228376626968384 (2.2057038929917714) | > loss_disc_real_0: 0.10223162919282913 (0.1390070770494258) | > loss_disc_real_1: 0.20250190794467926 (0.19111339668351282) | > loss_disc_real_2: 0.17848166823387146 (0.18821026589836184) | > loss_disc_real_3: 0.1831253319978714 (0.20523005965676402) | > loss_disc_real_4: 0.18772588670253754 (0.19569738839563647) | > loss_disc_real_5: 0.15938425064086914 (0.20612708857049689) | > loss_0: 2.228376626968384 (2.2057038929917714) | > grad_norm_0: tensor(24.3591, device='cuda:0') (tensor(23.8260, device='cuda:0')) | > loss_gen: 2.824700117111206 (2.766618745282936) | > loss_kl: 1.5652297735214233 (1.724713868429039) | > loss_feat: 8.444294929504395 (8.280627373062861) | > loss_mel: 13.509452819824219 (13.200521187126274) | > loss_duration: 1.6808087825775146 (1.6808501881006068) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.024486541748047 (27.653331341439934) | > grad_norm_1: tensor(614.2882, device='cuda:0') (tensor(502.3194, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8219 (0.8524288680763948) | > loader_time: 0.0091 (0.010164057694421415)  --> TIME: 2025-05-10 13:14:26 -- STEP: 537/725 -- GLOBAL_STEP: 242150 | > loss_disc: 2.192965507507324 (2.206514325221822) | > loss_disc_real_0: 0.10679959505796432 (0.13970084846352737) | > loss_disc_real_1: 0.1949392706155777 (0.19132371796243025) | > loss_disc_real_2: 0.18322697281837463 (0.18819344884523467) | > loss_disc_real_3: 0.19451011717319489 (0.20521395585501442) | > loss_disc_real_4: 0.21722175180912018 (0.1957674978831627) | > loss_disc_real_5: 0.17003457248210907 (0.20579573370557924) | > loss_0: 2.192965507507324 (2.206514325221822) | > grad_norm_0: tensor(28.2967, device='cuda:0') (tensor(24.1620, device='cuda:0')) | > loss_gen: 2.8572394847869873 (2.768466338987014) | > loss_kl: 1.6403945684432983 (1.7243100291523856) | > loss_feat: 8.782492637634277 (8.28372656522073) | > loss_mel: 13.858097076416016 (13.213804127783753) | > loss_duration: 1.7161222696304321 (1.6814656053397463) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.85434341430664 (27.6717726389567) | > grad_norm_1: tensor(513.0620, device='cuda:0') (tensor(502.2927, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8467 (0.851756209545739) | > loader_time: 0.0091 (0.010122752056441496)  --> TIME: 2025-05-10 13:15:09 -- STEP: 587/725 -- GLOBAL_STEP: 242200 | > loss_disc: 2.0726544857025146 (2.207461580507189) | > loss_disc_real_0: 0.0925818383693695 (0.13967449221842534) | > loss_disc_real_1: 0.1834457516670227 (0.19130487973584437) | > loss_disc_real_2: 0.16776001453399658 (0.18810692937248197) | > loss_disc_real_3: 0.20147188007831573 (0.20520525261937456) | > loss_disc_real_4: 0.18387280404567719 (0.19572746322142812) | > loss_disc_real_5: 0.19836276769638062 (0.2064038979895476) | > loss_0: 2.0726544857025146 (2.207461580507189) | > grad_norm_0: tensor(19.2612, device='cuda:0') (tensor(23.5672, device='cuda:0')) | > loss_gen: 3.0115036964416504 (2.765162717341565) | > loss_kl: 1.7196975946426392 (1.726549102662979) | > loss_feat: 10.093864440917969 (8.285244465686601) | > loss_mel: 15.255315780639648 (13.222521458614423) | > loss_duration: 1.6661611795425415 (1.6810781967903927) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.74654197692871 (27.680555922006217) | > grad_norm_1: tensor(618.1392, device='cuda:0') (tensor(492.1006, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8467 (0.8507604997040262) | > loader_time: 0.0101 (0.010071347072542838)  --> TIME: 2025-05-10 13:15:51 -- STEP: 637/725 -- GLOBAL_STEP: 242250 | > loss_disc: 2.2665038108825684 (2.207634194118072) | > loss_disc_real_0: 0.14224450290203094 (0.13981456963383418) | > loss_disc_real_1: 0.17981325089931488 (0.1912503276646044) | > loss_disc_real_2: 0.1995156854391098 (0.18810837593052407) | > loss_disc_real_3: 0.2247369885444641 (0.20506366600795667) | > loss_disc_real_4: 0.19653762876987457 (0.195770465551029) | > loss_disc_real_5: 0.23655590415000916 (0.20638956681619058) | > loss_0: 2.2665038108825684 (2.207634194118072) | > grad_norm_0: tensor(24.2590, device='cuda:0') (tensor(23.5878, device='cuda:0')) | > loss_gen: 2.7260189056396484 (2.7666392528468084) | > loss_kl: 1.6962535381317139 (1.7267733303306623) | > loss_feat: 7.56031608581543 (8.289910080668697) | > loss_mel: 12.228371620178223 (13.24291693359567) | > loss_duration: 1.6469441652297974 (1.6806052307506187) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.8579044342041 (27.706844799934036) | > grad_norm_1: tensor(399.9953, device='cuda:0') (tensor(490.4826, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8346 (0.8501169760148604) | > loader_time: 0.0107 (0.01003858470467608)  --> TIME: 2025-05-10 13:16:34 -- STEP: 687/725 -- GLOBAL_STEP: 242300 | > loss_disc: 2.0655877590179443 (2.2094254583944575) | > loss_disc_real_0: 0.11962058395147324 (0.13992518268991921) | > loss_disc_real_1: 0.17503778636455536 (0.19150670907382883) | > loss_disc_real_2: 0.17130540311336517 (0.18838187995782923) | > loss_disc_real_3: 0.1676008701324463 (0.20509226570309858) | > loss_disc_real_4: 0.16929377615451813 (0.1960342230798549) | > loss_disc_real_5: 0.1906934231519699 (0.20626679461942823) | > loss_0: 2.0655877590179443 (2.2094254583944575) | > grad_norm_0: tensor(26.9891, device='cuda:0') (tensor(23.5394, device='cuda:0')) | > loss_gen: 2.8124866485595703 (2.763724284054065) | > loss_kl: 1.4992988109588623 (1.7254749324818024) | > loss_feat: 9.923383712768555 (8.277074212764205) | > loss_mel: 14.030396461486816 (13.233214614346213) | > loss_duration: 1.6923725605010986 (1.680412436503337) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.95793914794922 (27.67990046782958) | > grad_norm_1: tensor(547.3687, device='cuda:0') (tensor(488.4008, device='cuda:0')) | > current_lr_0: 0.00019336222763643461 | > current_lr_1: 0.00019336222763643461 | > step_time: 0.8484 (0.8493908850213152) | > loader_time: 0.0097 (0.010021079228608022)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3485875129699707 (2.3485875129699707) | > loss_disc_real_0: 0.14000245928764343 (0.14000245928764343) | > loss_disc_real_1: 0.2326149344444275 (0.2326149344444275) | > loss_disc_real_2: 0.2102588266134262 (0.2102588266134262) | > loss_disc_real_3: 0.23962430655956268 (0.23962430655956268) | > loss_disc_real_4: 0.2870222330093384 (0.2870222330093384) | > loss_disc_real_5: 0.23150835931301117 (0.23150835931301117) | > loss_0: 2.3485875129699707 (2.3485875129699707) | > loss_gen: 2.803571939468384 (2.803571939468384) | > loss_kl: 2.1251847743988037 (2.1251847743988037) | > loss_feat: 8.38847541809082 (8.38847541809082) | > loss_mel: 13.584141731262207 (13.584141731262207) | > loss_duration: 1.6986494064331055 (1.6986494064331055) | > loss_1: 28.600021362304688 (28.600021362304688)  --> STEP: 1 | > loss_disc: 2.2395429611206055 (2.2395429611206055) | > loss_disc_real_0: 0.12815621495246887 (0.12815621495246887) | > loss_disc_real_1: 0.214998260140419 (0.214998260140419) | > loss_disc_real_2: 0.20567941665649414 (0.20567941665649414) | > loss_disc_real_3: 0.22864402830600739 (0.22864402830600739) | > loss_disc_real_4: 0.23985888063907623 (0.23985888063907623) | > loss_disc_real_5: 0.21380163729190826 (0.21380163729190826) | > loss_0: 2.2395429611206055 (2.2395429611206055) | > loss_gen: 2.7869036197662354 (2.7869036197662354) | > loss_kl: 2.2082831859588623 (2.2082831859588623) | > loss_feat: 8.47063159942627 (8.47063159942627) | > loss_mel: 14.031913757324219 (14.031913757324219) | > loss_duration: 1.793737530708313 (1.793737530708313) | > loss_1: 29.29146957397461 (29.29146957397461)  --> STEP: 2 | > loss_disc: 2.183953046798706 (2.2117480039596558) | > loss_disc_real_0: 0.13081218302249908 (0.12948419898748398) | > loss_disc_real_1: 0.21541474759578705 (0.21520650386810303) | > loss_disc_real_2: 0.19821013510227203 (0.2019447758793831) | > loss_disc_real_3: 0.22666393220424652 (0.22765398025512695) | > loss_disc_real_4: 0.2635529339313507 (0.25170590728521347) | > loss_disc_real_5: 0.242984801530838 (0.22839321941137314) | > loss_0: 2.183953046798706 (2.2117480039596558) | > loss_gen: 3.0149073600769043 (2.90090548992157) | > loss_kl: 1.9966288805007935 (2.102456033229828) | > loss_feat: 9.001590728759766 (8.736111164093018) | > loss_mel: 15.035799026489258 (14.533856391906738) | > loss_duration: 1.853715181350708 (1.8237263560295105) | > loss_1: 30.90264320373535 (30.09705638885498)  --> STEP: 3 | > loss_disc: 2.1901063919067383 (2.20453413327535) | > loss_disc_real_0: 0.12282586842775345 (0.1272647554675738) | > loss_disc_real_1: 0.23640799522399902 (0.2222736676534017) | > loss_disc_real_2: 0.19500920176506042 (0.19963291784127554) | > loss_disc_real_3: 0.24505457282066345 (0.23345417777697244) | > loss_disc_real_4: 0.25704729557037354 (0.2534863700469335) | > loss_disc_real_5: 0.22045934200286865 (0.2257485936085383) | > loss_0: 2.1901063919067383 (2.20453413327535) | > loss_gen: 2.9980010986328125 (2.9332706928253174) | > loss_kl: 1.8776055574417114 (2.027505874633789) | > loss_feat: 8.796592712402344 (8.756271680196127) | > loss_mel: 14.55399227142334 (14.540568351745605) | > loss_duration: 1.8193469047546387 (1.8222665389378865) | > loss_1: 30.04553985595703 (30.079884211222332)  --> STEP: 4 | > loss_disc: 2.233612537384033 (2.2118037343025208) | > loss_disc_real_0: 0.1275760680437088 (0.12734258361160755) | > loss_disc_real_1: 0.23813016712665558 (0.22623779252171516) | > loss_disc_real_2: 0.1954222172498703 (0.19858024269342422) | > loss_disc_real_3: 0.21604874730110168 (0.22910282015800476) | > loss_disc_real_4: 0.2360113114118576 (0.24911760538816452) | > loss_disc_real_5: 0.1938147246837616 (0.21776512637734413) | > loss_0: 2.233612537384033 (2.2118037343025208) | > loss_gen: 2.805398464202881 (2.9013026356697083) | > loss_kl: 1.9689511060714722 (2.01286718249321) | > loss_feat: 8.611398696899414 (8.720053434371948) | > loss_mel: 14.207293510437012 (14.457249641418457) | > loss_duration: 1.7716219425201416 (1.8096053898334503) | > loss_1: 29.36466407775879 (29.901079177856445) --> EVAL PERFORMANCE | > avg_loader_time: 0.284382700920105 (+0.004646241664886475) | > avg_loss_disc: 2.2118037343025208 (-0.037460505962371826) | > avg_loss_disc_real_0: 0.12734258361160755 (-0.07014778815209866) | > avg_loss_disc_real_1: 0.22623779252171516 (+0.06740241125226021) | > avg_loss_disc_real_2: 0.19858024269342422 (-0.06484296172857285) | > avg_loss_disc_real_3: 0.22910282015800476 (+0.05290256068110466) | > avg_loss_disc_real_4: 0.24911760538816452 (-0.014790445566177368) | > avg_loss_disc_real_5: 0.21776512637734413 (+0.00501902773976326) | > avg_loss_0: 2.2118037343025208 (-0.037460505962371826) | > avg_loss_gen: 2.9013026356697083 (-0.07595020532608032) | > avg_loss_kl: 2.01286718249321 (+0.05321815609931946) | > avg_loss_feat: 8.720053434371948 (+0.6480340957641602) | > avg_loss_mel: 14.457249641418457 (+0.8843398094177246) | > avg_loss_duration: 1.8096053898334503 (+0.0034099221229553223) | > avg_loss_1: 29.901079177856445 (+1.5130524635314941)  > EPOCH: 271/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 13:17:13)   --> TIME: 2025-05-10 13:17:26 -- STEP: 12/725 -- GLOBAL_STEP: 242350 | > loss_disc: 2.376066207885742 (2.1858045061429343) | > loss_disc_real_0: 0.2111814171075821 (0.14911686753233275) | > loss_disc_real_1: 0.24194319546222687 (0.19275222470362982) | > loss_disc_real_2: 0.2229042947292328 (0.18531587223211923) | > loss_disc_real_3: 0.1868291199207306 (0.19912697995702425) | > loss_disc_real_4: 0.19260048866271973 (0.19570214798053107) | > loss_disc_real_5: 0.18839618563652039 (0.1969484736522039) | > loss_0: 2.376066207885742 (2.1858045061429343) | > grad_norm_0: tensor(30.7907, device='cuda:0') (tensor(26.3502, device='cuda:0')) | > loss_gen: 2.508206844329834 (2.760657807191213) | > loss_kl: 1.7565381526947021 (1.7341919541358948) | > loss_feat: 6.888700008392334 (8.17553965250651) | > loss_mel: 11.51157283782959 (13.202509800593058) | > loss_duration: 1.7087733745574951 (1.6784283816814423) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.373790740966797 (27.55132802327474) | > grad_norm_1: tensor(700.4723, device='cuda:0') (tensor(488.4121, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8443 (0.8359550436337789) | > loader_time: 0.011 (0.010360141595204672)  --> TIME: 2025-05-10 13:18:09 -- STEP: 62/725 -- GLOBAL_STEP: 242400 | > loss_disc: 2.120485305786133 (2.1895078228365996) | > loss_disc_real_0: 0.1535361409187317 (0.13707622753516321) | > loss_disc_real_1: 0.1817152053117752 (0.19111222557483182) | > loss_disc_real_2: 0.19158130884170532 (0.18704043617171626) | > loss_disc_real_3: 0.17960917949676514 (0.20582366470367677) | > loss_disc_real_4: 0.19235393404960632 (0.19522684043453586) | > loss_disc_real_5: 0.2006426751613617 (0.20233322151245609) | > loss_0: 2.120485305786133 (2.1895078228365996) | > grad_norm_0: tensor(31.7455, device='cuda:0') (tensor(25.2715, device='cuda:0')) | > loss_gen: 2.882808208465576 (2.785726508786601) | > loss_kl: 1.7408626079559326 (1.7518296395578692) | > loss_feat: 9.160755157470703 (8.37134430485387) | > loss_mel: 13.934833526611328 (13.382534057863298) | > loss_duration: 1.7288786172866821 (1.6762179290094683) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.448139190673828 (27.967652628498694) | > grad_norm_1: tensor(674.5719, device='cuda:0') (tensor(510.1418, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.841 (0.8526428976366597) | > loader_time: 0.0093 (0.010277317416283393)  --> TIME: 2025-05-10 13:18:53 -- STEP: 112/725 -- GLOBAL_STEP: 242450 | > loss_disc: 2.2709808349609375 (2.2002606945378442) | > loss_disc_real_0: 0.09710709005594254 (0.1372749554658575) | > loss_disc_real_1: 0.2164231687784195 (0.19134168992085115) | > loss_disc_real_2: 0.1731255054473877 (0.18779657275549003) | > loss_disc_real_3: 0.20688357949256897 (0.20657956347401654) | > loss_disc_real_4: 0.1833990067243576 (0.19509925613445894) | > loss_disc_real_5: 0.17391258478164673 (0.205475770868361) | > loss_0: 2.2709808349609375 (2.2002606945378442) | > grad_norm_0: tensor(19.1905, device='cuda:0') (tensor(23.0016, device='cuda:0')) | > loss_gen: 2.644392251968384 (2.762603855558804) | > loss_kl: 1.5069386959075928 (1.7283345460891724) | > loss_feat: 7.707303047180176 (8.286109025989264) | > loss_mel: 12.670320510864258 (13.266762222562518) | > loss_duration: 1.7054309844970703 (1.681543227817331) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.234386444091797 (27.725353002548218) | > grad_norm_1: tensor(441.6566, device='cuda:0') (tensor(487.2250, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8352 (0.8537113134350095) | > loader_time: 0.0092 (0.010077346648488725)  --> TIME: 2025-05-10 13:19:36 -- STEP: 162/725 -- GLOBAL_STEP: 242500 | > loss_disc: 2.3915348052978516 (2.202632884920379) | > loss_disc_real_0: 0.13152657449245453 (0.13790391486735992) | > loss_disc_real_1: 0.19821642339229584 (0.1915544678031663) | > loss_disc_real_2: 0.200461745262146 (0.1877564824657676) | > loss_disc_real_3: 0.22332677245140076 (0.20582266483041975) | > loss_disc_real_4: 0.20852836966514587 (0.1951259291834302) | > loss_disc_real_5: 0.19395506381988525 (0.20491143187255034) | > loss_0: 2.3915348052978516 (2.202632884920379) | > grad_norm_0: tensor(30.2554, device='cuda:0') (tensor(23.5516, device='cuda:0')) | > loss_gen: 2.452216148376465 (2.76027163899975) | > loss_kl: 1.6567960977554321 (1.7265841644487263) | > loss_feat: 6.462803363800049 (8.264648855468383) | > loss_mel: 11.487295150756836 (13.199700897122607) | > loss_duration: 1.6422276496887207 (1.6815827422671852) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.701339721679688 (27.632788399119438) | > grad_norm_1: tensor(430.1038, device='cuda:0') (tensor(481.3360, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8359 (0.8529516355490979) | > loader_time: 0.0096 (0.010008691269674418)  --> TIME: 2025-05-10 13:20:19 -- STEP: 212/725 -- GLOBAL_STEP: 242550 | > loss_disc: 2.1870276927948 (2.201380382168967) | > loss_disc_real_0: 0.15231198072433472 (0.13707186840474603) | > loss_disc_real_1: 0.14147889614105225 (0.1915138405308409) | > loss_disc_real_2: 0.1698371320962906 (0.18815382078008835) | > loss_disc_real_3: 0.20771297812461853 (0.20561588766439906) | > loss_disc_real_4: 0.19734489917755127 (0.19502894102402457) | > loss_disc_real_5: 0.23671509325504303 (0.20583635392897534) | > loss_0: 2.1870276927948 (2.201380382168967) | > grad_norm_0: tensor(33.3413, device='cuda:0') (tensor(23.1211, device='cuda:0')) | > loss_gen: 2.8907647132873535 (2.765638660709812) | > loss_kl: 1.6635346412658691 (1.726825529674314) | > loss_feat: 8.832557678222656 (8.30750361928401) | > loss_mel: 13.78736400604248 (13.229741438379827) | > loss_duration: 1.696529507637024 (1.6816284549686147) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.87074851989746 (27.71133782728663) | > grad_norm_1: tensor(421.0511, device='cuda:0') (tensor(481.2375, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8489 (0.8535450820652943) | > loader_time: 0.0102 (0.009946700536979809)  --> TIME: 2025-05-10 13:21:03 -- STEP: 262/725 -- GLOBAL_STEP: 242600 | > loss_disc: 2.1276326179504395 (2.314308045474626) | > loss_disc_real_0: 0.16082678735256195 (0.23957961354091878) | > loss_disc_real_1: 0.16874197125434875 (0.1924019343866647) | > loss_disc_real_2: 0.19238485395908356 (0.18838162583704215) | > loss_disc_real_3: 0.2034769505262375 (0.20604023968672935) | > loss_disc_real_4: 0.19754458963871002 (0.19650828155852457) | > loss_disc_real_5: 0.1728474497795105 (0.20676565084976095) | > loss_0: 2.1276326179504395 (2.314308045474626) | > grad_norm_0: tensor(12.5720, device='cuda:0') (tensor(24.2645, device='cuda:0')) | > loss_gen: 2.783267021179199 (2.7542783122026275) | > loss_kl: 1.7298367023468018 (1.734509619137713) | > loss_feat: 9.433036804199219 (8.282678884404312) | > loss_mel: 14.064285278320312 (13.201538886732727) | > loss_duration: 1.688258409500122 (1.6820848538675381) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.698684692382812 (27.655090623229516) | > grad_norm_1: tensor(361.8814, device='cuda:0') (tensor(456.2808, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8852 (0.852738109253745) | > loader_time: 0.0098 (0.009894047984640098)  --> TIME: 2025-05-10 13:21:46 -- STEP: 312/725 -- GLOBAL_STEP: 242650 | > loss_disc: 2.3566322326660156 (2.3078976686184207) | > loss_disc_real_0: 0.15659546852111816 (0.22661422486775196) | > loss_disc_real_1: 0.19908550381660461 (0.192604738741349) | > loss_disc_real_2: 0.19590777158737183 (0.18873942777132374) | > loss_disc_real_3: 0.21059510111808777 (0.2062291662949017) | > loss_disc_real_4: 0.20064803957939148 (0.19686694204425195) | > loss_disc_real_5: 0.23868991434574127 (0.20777871784491417) | > loss_0: 2.3566322326660156 (2.3078976686184207) | > grad_norm_0: tensor(11.8449, device='cuda:0') (tensor(23.1073, device='cuda:0')) | > loss_gen: 2.419147253036499 (2.7425591555925517) | > loss_kl: 1.842347502708435 (1.725262388204917) | > loss_feat: 6.661106109619141 (8.24361988978509) | > loss_mel: 11.863701820373535 (13.191953209730295) | > loss_duration: 1.6693370342254639 (1.6810860461913621) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.455638885498047 (27.584480744141803) | > grad_norm_1: tensor(208.9310, device='cuda:0') (tensor(424.7683, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8558 (0.8521929795925434) | > loader_time: 0.01 (0.009881015771474587)  --> TIME: 2025-05-10 13:22:30 -- STEP: 362/725 -- GLOBAL_STEP: 242700 | > loss_disc: 2.2584989070892334 (2.295112418864969) | > loss_disc_real_0: 0.12818685173988342 (0.21600479375344614) | > loss_disc_real_1: 0.1760365217924118 (0.19233320925117206) | > loss_disc_real_2: 0.17843568325042725 (0.18854045135210884) | > loss_disc_real_3: 0.20465058088302612 (0.20597521660242282) | > loss_disc_real_4: 0.19952517747879028 (0.19652316443498621) | > loss_disc_real_5: 0.2116478830575943 (0.20763509193672) | > loss_0: 2.2584989070892334 (2.295112418864969) | > grad_norm_0: tensor(9.7451, device='cuda:0') (tensor(21.5724, device='cuda:0')) | > loss_gen: 2.707078695297241 (2.739346581269366) | > loss_kl: 1.8328684568405151 (1.725798979648569) | > loss_feat: 8.138099670410156 (8.243937444950344) | > loss_mel: 13.056558609008789 (13.188089476105917) | > loss_duration: 1.6277859210968018 (1.6797458473490088) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.36239242553711 (27.576918385964078) | > grad_norm_1: tensor(153.1261, device='cuda:0') (tensor(394.7359, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8534 (0.8541981120135903) | > loader_time: 0.0099 (0.009868704811644155)  --> TIME: 2025-05-10 13:23:13 -- STEP: 412/725 -- GLOBAL_STEP: 242750 | > loss_disc: 2.2403738498687744 (2.284494080589811) | > loss_disc_real_0: 0.11901991814374924 (0.2069078339535056) | > loss_disc_real_1: 0.19349093735218048 (0.1919949254364644) | > loss_disc_real_2: 0.18556687235832214 (0.18875383068490947) | > loss_disc_real_3: 0.20755526423454285 (0.20594719674402062) | > loss_disc_real_4: 0.19955211877822876 (0.19638445040265334) | > loss_disc_real_5: 0.1885370910167694 (0.20747193589227872) | > loss_0: 2.2403738498687744 (2.284494080589811) | > grad_norm_0: tensor(10.3371, device='cuda:0') (tensor(21.0636, device='cuda:0')) | > loss_gen: 2.5424747467041016 (2.7410112387925687) | > loss_kl: 1.5577747821807861 (1.7239859199639662) | > loss_feat: 8.043636322021484 (8.261346609847072) | > loss_mel: 12.145874977111816 (13.198764113546575) | > loss_duration: 1.6848084926605225 (1.6801899324343041) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.97456932067871 (27.60529788489481) | > grad_norm_1: tensor(347.3545, device='cuda:0') (tensor(391.8812, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8607 (0.8533138991559593) | > loader_time: 0.0097 (0.009871650668023856)  --> TIME: 2025-05-10 13:23:56 -- STEP: 462/725 -- GLOBAL_STEP: 242800 | > loss_disc: 2.2587196826934814 (2.27549690498418) | > loss_disc_real_0: 0.15469881892204285 (0.1994752999862809) | > loss_disc_real_1: 0.17905651032924652 (0.19172126683708915) | > loss_disc_real_2: 0.20274949073791504 (0.18863662090394398) | > loss_disc_real_3: 0.21487240493297577 (0.20571111942524511) | > loss_disc_real_4: 0.17346687614917755 (0.1961096092671543) | > loss_disc_real_5: 0.20239117741584778 (0.20725692547373958) | > loss_0: 2.2587196826934814 (2.27549690498418) | > grad_norm_0: tensor(18.6782, device='cuda:0') (tensor(21.0810, device='cuda:0')) | > loss_gen: 2.702939510345459 (2.742543390302948) | > loss_kl: 1.8801279067993164 (1.726749443904662) | > loss_feat: 7.617308139801025 (8.266295831440864) | > loss_mel: 12.11103630065918 (13.195465884683452) | > loss_duration: 1.7191038131713867 (1.6803014938965504) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.030517578125 (27.61135610357508) | > grad_norm_1: tensor(498.7647, device='cuda:0') (tensor(395.5964, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8007 (0.8522805919894925) | > loader_time: 0.0103 (0.009848157048741457)  --> TIME: 2025-05-10 13:24:39 -- STEP: 512/725 -- GLOBAL_STEP: 242850 | > loss_disc: 2.3500468730926514 (2.2745999712496987) | > loss_disc_real_0: 0.15847255289554596 (0.19417280126072) | > loss_disc_real_1: 0.21642982959747314 (0.1922214354272001) | > loss_disc_real_2: 0.2128634750843048 (0.18909558429731982) | > loss_disc_real_3: 0.1973598748445511 (0.20595189119921992) | > loss_disc_real_4: 0.20878306031227112 (0.196491020033136) | > loss_disc_real_5: 0.2388916313648224 (0.208057094423566) | > loss_0: 2.3500468730926514 (2.2745999712496987) | > grad_norm_0: tensor(14.0460, device='cuda:0') (tensor(21.0345, device='cuda:0')) | > loss_gen: 2.7482457160949707 (2.7378018205054113) | > loss_kl: 1.7618250846862793 (1.725788137409836) | > loss_feat: 7.3626708984375 (8.22451273817571) | > loss_mel: 11.364480972290039 (13.160900969058275) | > loss_duration: 1.6401134729385376 (1.6810751613229513) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.877336502075195 (27.530078895390037) | > grad_norm_1: tensor(289.5641, device='cuda:0') (tensor(396.7370, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8364 (0.8516102195717394) | > loader_time: 0.0105 (0.009851193055510517)  --> TIME: 2025-05-10 13:25:22 -- STEP: 562/725 -- GLOBAL_STEP: 242900 | > loss_disc: 2.134470224380493 (2.270031584539447) | > loss_disc_real_0: 0.1273941695690155 (0.18980372836316187) | > loss_disc_real_1: 0.18678663671016693 (0.19219977183274112) | > loss_disc_real_2: 0.20746423304080963 (0.1890675427120351) | > loss_disc_real_3: 0.21026748418807983 (0.20595682987751057) | > loss_disc_real_4: 0.17458298802375793 (0.19645961867214523) | > loss_disc_real_5: 0.1969764679670334 (0.20794318817900595) | > loss_0: 2.134470224380493 (2.270031584539447) | > grad_norm_0: tensor(12.2614, device='cuda:0') (tensor(20.9560, device='cuda:0')) | > loss_gen: 2.7833313941955566 (2.7374427632504936) | > loss_kl: 1.6950621604919434 (1.7249849498059824) | > loss_feat: 9.291768074035645 (8.221094590489146) | > loss_mel: 13.39754581451416 (13.167547449946827) | > loss_duration: 1.6607085466384888 (1.681269518421214) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.82841682434082 (27.532339347214894) | > grad_norm_1: tensor(338.4357, device='cuda:0') (tensor(395.6651, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8928 (0.8508364454282986) | > loader_time: 0.0099 (0.00982292945698911)  --> TIME: 2025-05-10 13:26:05 -- STEP: 612/725 -- GLOBAL_STEP: 242950 | > loss_disc: 2.149017095565796 (2.2661347486614396) | > loss_disc_real_0: 0.18852390348911285 (0.1857001886526549) | > loss_disc_real_1: 0.1858159899711609 (0.1921990397660172) | > loss_disc_real_2: 0.16918961703777313 (0.18906778267590826) | > loss_disc_real_3: 0.20770011842250824 (0.20608880770167484) | > loss_disc_real_4: 0.22389855980873108 (0.19645685166899665) | > loss_disc_real_5: 0.19301602244377136 (0.2078727632517519) | > loss_0: 2.149017095565796 (2.2661347486614396) | > grad_norm_0: tensor(48.5361, device='cuda:0') (tensor(20.9955, device='cuda:0')) | > loss_gen: 2.930894374847412 (2.736378120830635) | > loss_kl: 1.7056750059127808 (1.7231277778647305) | > loss_feat: 9.079291343688965 (8.221314505813961) | > loss_mel: 14.188904762268066 (13.162429550893945) | > loss_duration: 1.6176533699035645 (1.6809651838019004) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.522418975830078 (27.52421520582212) | > grad_norm_1: tensor(650.3221, device='cuda:0') (tensor(399.3515, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8249 (0.8508542581321371) | > loader_time: 0.0093 (0.00983546138588899)  --> TIME: 2025-05-10 13:26:48 -- STEP: 662/725 -- GLOBAL_STEP: 243000 | > loss_disc: 2.26356840133667 (2.2624538121266684) | > loss_disc_real_0: 0.12655308842658997 (0.18220503057643006) | > loss_disc_real_1: 0.20540805160999298 (0.19218982292446127) | > loss_disc_real_2: 0.1881229281425476 (0.18916714002358587) | > loss_disc_real_3: 0.1765712946653366 (0.2060084500296598) | > loss_disc_real_4: 0.208078533411026 (0.19666417998759755) | > loss_disc_real_5: 0.2205716371536255 (0.207834598341017) | > loss_0: 2.26356840133667 (2.2624538121266684) | > grad_norm_0: tensor(31.8829, device='cuda:0') (tensor(21.1649, device='cuda:0')) | > loss_gen: 2.674278736114502 (2.738209004128446) | > loss_kl: 1.4986544847488403 (1.7221975713698165) | > loss_feat: 8.125746726989746 (8.227422135113965) | > loss_mel: 12.990196228027344 (13.169179011687772) | > loss_duration: 1.679734230041504 (1.6813293364112831) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.968608856201172 (27.538337137043662) | > grad_norm_1: tensor(611.3179, device='cuda:0') (tensor(402.3041, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.871 (0.8500511178077171) | > loader_time: 0.0099 (0.009840840299323967) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_243000.pth  --> TIME: 2025-05-10 13:27:33 -- STEP: 712/725 -- GLOBAL_STEP: 243050 | > loss_disc: 2.2947726249694824 (2.2582809553387486) | > loss_disc_real_0: 0.21011625230312347 (0.17907727491947717) | > loss_disc_real_1: 0.19031938910484314 (0.19205442437211453) | > loss_disc_real_2: 0.205015629529953 (0.18921809854885843) | > loss_disc_real_3: 0.1947076916694641 (0.20602032826857616) | > loss_disc_real_4: 0.19423416256904602 (0.19652083380085017) | > loss_disc_real_5: 0.2306702435016632 (0.20776652571944043) | > loss_0: 2.2947726249694824 (2.2582809553387486) | > grad_norm_0: tensor(30.0317, device='cuda:0') (tensor(21.4052, device='cuda:0')) | > loss_gen: 2.663792610168457 (2.741509877563859) | > loss_kl: 1.8957734107971191 (1.7248000452357732) | > loss_feat: 7.232082843780518 (8.24103597375786) | > loss_mel: 12.803191184997559 (13.189487363515275) | > loss_duration: 1.6840808391571045 (1.6811037251118863) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.278921127319336 (27.577937059188162) | > grad_norm_1: tensor(438.5735, device='cuda:0') (tensor(407.4202, device='cuda:0')) | > current_lr_0: 0.00019333805735798006 | > current_lr_1: 0.00019333805735798006 | > step_time: 0.8146 (0.8498639769098735) | > loader_time: 0.0093 (0.009843403033995895)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2046284675598145 (2.2046284675598145) | > loss_disc_real_0: 0.13782960176467896 (0.13782960176467896) | > loss_disc_real_1: 0.18694764375686646 (0.18694764375686646) | > loss_disc_real_2: 0.25847935676574707 (0.25847935676574707) | > loss_disc_real_3: 0.20744195580482483 (0.20744195580482483) | > loss_disc_real_4: 0.30620405077934265 (0.30620405077934265) | > loss_disc_real_5: 0.21075890958309174 (0.21075890958309174) | > loss_0: 2.2046284675598145 (2.2046284675598145) | > loss_gen: 3.0942702293395996 (3.0942702293395996) | > loss_kl: 2.0440011024475098 (2.0440011024475098) | > loss_feat: 9.495035171508789 (9.495035171508789) | > loss_mel: 15.768335342407227 (15.768335342407227) | > loss_duration: 1.6880078315734863 (1.6880078315734863) | > loss_1: 32.08964920043945 (32.08964920043945)  --> STEP: 1 | > loss_disc: 2.362185001373291 (2.362185001373291) | > loss_disc_real_0: 0.13666923344135284 (0.13666923344135284) | > loss_disc_real_1: 0.17929093539714813 (0.17929093539714813) | > loss_disc_real_2: 0.22276394069194794 (0.22276394069194794) | > loss_disc_real_3: 0.2329239398241043 (0.2329239398241043) | > loss_disc_real_4: 0.3084889352321625 (0.3084889352321625) | > loss_disc_real_5: 0.21810854971408844 (0.21810854971408844) | > loss_0: 2.362185001373291 (2.362185001373291) | > loss_gen: 2.652930736541748 (2.652930736541748) | > loss_kl: 2.314657688140869 (2.314657688140869) | > loss_feat: 8.138604164123535 (8.138604164123535) | > loss_mel: 13.652519226074219 (13.652519226074219) | > loss_duration: 1.7978514432907104 (1.7978514432907104) | > loss_1: 28.556564331054688 (28.556564331054688)  --> STEP: 2 | > loss_disc: 2.2450368404388428 (2.303610920906067) | > loss_disc_real_0: 0.15390616655349731 (0.14528769999742508) | > loss_disc_real_1: 0.18143139779567719 (0.18036116659641266) | > loss_disc_real_2: 0.2191847264766693 (0.22097433358430862) | > loss_disc_real_3: 0.20700828731060028 (0.2199661135673523) | > loss_disc_real_4: 0.28582218289375305 (0.29715555906295776) | > loss_disc_real_5: 0.20745883882045746 (0.21278369426727295) | > loss_0: 2.2450368404388428 (2.303610920906067) | > loss_gen: 2.8499906063079834 (2.7514606714248657) | > loss_kl: 2.176750659942627 (2.245704174041748) | > loss_feat: 9.136473655700684 (8.63753890991211) | > loss_mel: 14.764092445373535 (14.208305835723877) | > loss_duration: 1.8510844707489014 (1.824467957019806) | > loss_1: 30.778390884399414 (29.66747760772705)  --> STEP: 3 | > loss_disc: 2.308241844177246 (2.30515456199646) | > loss_disc_real_0: 0.1478031575679779 (0.14612618585427603) | > loss_disc_real_1: 0.18113847076892853 (0.18062026798725128) | > loss_disc_real_2: 0.22290194034576416 (0.22161686917146048) | > loss_disc_real_3: 0.2158971130847931 (0.2186097800731659) | > loss_disc_real_4: 0.2707560360431671 (0.2883557180563609) | > loss_disc_real_5: 0.23170103132724762 (0.2190894732872645) | > loss_0: 2.308241844177246 (2.30515456199646) | > loss_gen: 2.673881769180298 (2.7256010373433432) | > loss_kl: 1.939882755279541 (2.143763701121012) | > loss_feat: 7.828457355499268 (8.367845058441162) | > loss_mel: 13.886666297912598 (14.101092656453451) | > loss_duration: 1.8189263343811035 (1.8226207494735718) | > loss_1: 28.14781379699707 (29.16092300415039)  --> STEP: 4 | > loss_disc: 2.2695369720458984 (2.2962501645088196) | > loss_disc_real_0: 0.1477457582950592 (0.14653107896447182) | > loss_disc_real_1: 0.17740251123905182 (0.17981582880020142) | > loss_disc_real_2: 0.20994992554187775 (0.2187001332640648) | > loss_disc_real_3: 0.20402374863624573 (0.21496327221393585) | > loss_disc_real_4: 0.284471720457077 (0.2873847186565399) | > loss_disc_real_5: 0.19164523482322693 (0.2122284136712551) | > loss_0: 2.2695369720458984 (2.2962501645088196) | > loss_gen: 2.7543177604675293 (2.7327802181243896) | > loss_kl: 2.008915901184082 (2.11005175113678) | > loss_feat: 9.443001747131348 (8.636634230613708) | > loss_mel: 14.656655311584473 (14.239983320236206) | > loss_duration: 1.764149785041809 (1.808003008365631) | > loss_1: 30.627042770385742 (29.52745294570923) --> EVAL PERFORMANCE | > avg_loader_time: 0.2866665720939636 (+0.0022838711738586426) | > avg_loss_disc: 2.2962501645088196 (+0.08444643020629883) | > avg_loss_disc_real_0: 0.14653107896447182 (+0.019188495352864265) | > avg_loss_disc_real_1: 0.17981582880020142 (-0.04642196372151375) | > avg_loss_disc_real_2: 0.2187001332640648 (+0.020119890570640564) | > avg_loss_disc_real_3: 0.21496327221393585 (-0.014139547944068909) | > avg_loss_disc_real_4: 0.2873847186565399 (+0.0382671132683754) | > avg_loss_disc_real_5: 0.2122284136712551 (-0.00553671270608902) | > avg_loss_0: 2.2962501645088196 (+0.08444643020629883) | > avg_loss_gen: 2.7327802181243896 (-0.1685224175453186) | > avg_loss_kl: 2.11005175113678 (+0.09718456864356995) | > avg_loss_feat: 8.636634230613708 (-0.08341920375823975) | > avg_loss_mel: 14.239983320236206 (-0.21726632118225098) | > avg_loss_duration: 1.808003008365631 (-0.0016023814678192139) | > avg_loss_1: 29.52745294570923 (-0.3736262321472168)  > EPOCH: 272/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 13:27:51)   --> TIME: 2025-05-10 13:28:25 -- STEP: 37/725 -- GLOBAL_STEP: 243100 | > loss_disc: 2.243748188018799 (2.231789553487623) | > loss_disc_real_0: 0.12165221571922302 (0.14151396300341637) | > loss_disc_real_1: 0.17587673664093018 (0.19243890288713816) | > loss_disc_real_2: 0.18178391456604004 (0.19252676375814387) | > loss_disc_real_3: 0.1849679797887802 (0.2042612308585966) | > loss_disc_real_4: 0.20530393719673157 (0.19936862668475588) | > loss_disc_real_5: 0.19415509700775146 (0.20674894226563945) | > loss_0: 2.243748188018799 (2.231789553487623) | > grad_norm_0: tensor(15.1071, device='cuda:0') (tensor(16.7896, device='cuda:0')) | > loss_gen: 2.703172206878662 (2.7094488594983077) | > loss_kl: 1.6204156875610352 (1.7420614474528544) | > loss_feat: 7.872485160827637 (8.086405406127104) | > loss_mel: 11.886748313903809 (13.17972062085126) | > loss_duration: 1.6564688682556152 (1.6784241199493408) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.73929214477539 (27.396060531203812) | > grad_norm_1: tensor(393.9922, device='cuda:0') (tensor(389.6380, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8757 (0.8554999312838992) | > loader_time: 0.0103 (0.009875626177401156)  --> TIME: 2025-05-10 13:29:08 -- STEP: 87/725 -- GLOBAL_STEP: 243150 | > loss_disc: 2.089838743209839 (2.229448174608166) | > loss_disc_real_0: 0.16216975450515747 (0.14342478594218172) | > loss_disc_real_1: 0.16129717230796814 (0.19368933792086857) | > loss_disc_real_2: 0.17113469541072845 (0.1907830260608388) | > loss_disc_real_3: 0.18096113204956055 (0.20634601033967118) | > loss_disc_real_4: 0.19943319261074066 (0.19871195088857888) | > loss_disc_real_5: 0.20840807259082794 (0.20536130855138274) | > loss_0: 2.089838743209839 (2.229448174608166) | > grad_norm_0: tensor(40.0441, device='cuda:0') (tensor(21.5814, device='cuda:0')) | > loss_gen: 2.879535436630249 (2.7307422215911155) | > loss_kl: 1.6230435371398926 (1.7149983082694569) | > loss_feat: 9.325632095336914 (8.096510130783605) | > loss_mel: 14.207511901855469 (13.199126079164703) | > loss_duration: 1.6475738286972046 (1.6791580846939964) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.68329620361328 (27.420534747770464) | > grad_norm_1: tensor(638.3932, device='cuda:0') (tensor(413.8876, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8314 (0.8531319081098184) | > loader_time: 0.0105 (0.009991760911612673)  --> TIME: 2025-05-10 13:29:51 -- STEP: 137/725 -- GLOBAL_STEP: 243200 | > loss_disc: 2.1757543087005615 (2.212508136338562) | > loss_disc_real_0: 0.11137234419584274 (0.13974191868392222) | > loss_disc_real_1: 0.17877039313316345 (0.1917374577835529) | > loss_disc_real_2: 0.16065624356269836 (0.18853914813838735) | > loss_disc_real_3: 0.19844499230384827 (0.20536659342529126) | > loss_disc_real_4: 0.17824970185756683 (0.19730687957175458) | > loss_disc_real_5: 0.22550003230571747 (0.20586142020068898) | > loss_0: 2.1757543087005615 (2.212508136338562) | > grad_norm_0: tensor(22.4052, device='cuda:0') (tensor(21.1247, device='cuda:0')) | > loss_gen: 2.8179242610931396 (2.7487469589623217) | > loss_kl: 1.7547041177749634 (1.7111534184783044) | > loss_feat: 8.861578941345215 (8.23939677746626) | > loss_mel: 13.422760963439941 (13.272169238459455) | > loss_duration: 1.665817379951477 (1.679629557324152) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.522785186767578 (27.651096023782326) | > grad_norm_1: tensor(338.5760, device='cuda:0') (tensor(402.8275, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8155 (0.8512178789960206) | > loader_time: 0.0089 (0.009906751396012131)  --> TIME: 2025-05-10 13:30:35 -- STEP: 187/725 -- GLOBAL_STEP: 243250 | > loss_disc: 2.2147750854492188 (2.213036104319568) | > loss_disc_real_0: 0.12375712394714355 (0.13930840367939387) | > loss_disc_real_1: 0.17453442513942719 (0.19190084591587606) | > loss_disc_real_2: 0.18898002803325653 (0.18926286856758412) | > loss_disc_real_3: 0.18259280920028687 (0.20504021469284497) | > loss_disc_real_4: 0.21152611076831818 (0.19747474024640052) | > loss_disc_real_5: 0.158577099442482 (0.20574180893400779) | > loss_0: 2.2147750854492188 (2.213036104319568) | > grad_norm_0: tensor(17.4011, device='cuda:0') (tensor(21.2622, device='cuda:0')) | > loss_gen: 2.8075950145721436 (2.7489278673488187) | > loss_kl: 1.8361871242523193 (1.7121973190715607) | > loss_feat: 8.9234037399292 (8.237294329678944) | > loss_mel: 14.094657897949219 (13.255023752304322) | > loss_duration: 1.6957929134368896 (1.6797877014639544) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.357635498046875 (27.633230994729434) | > grad_norm_1: tensor(106.4577, device='cuda:0') (tensor(415.8564, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8643 (0.8513637124535872) | > loader_time: 0.0096 (0.009909707594682824)  --> TIME: 2025-05-10 13:31:18 -- STEP: 237/725 -- GLOBAL_STEP: 243300 | > loss_disc: 2.217306613922119 (2.2153702380787976) | > loss_disc_real_0: 0.12995575368404388 (0.14008640645677034) | > loss_disc_real_1: 0.20050255954265594 (0.19202180973839666) | > loss_disc_real_2: 0.19228486716747284 (0.1892381082229977) | > loss_disc_real_3: 0.20696605741977692 (0.20510144324242308) | > loss_disc_real_4: 0.1682307869195938 (0.1972123569325556) | > loss_disc_real_5: 0.2321343868970871 (0.20604806868084374) | > loss_0: 2.217306613922119 (2.2153702380787976) | > grad_norm_0: tensor(11.6378, device='cuda:0') (tensor(21.8013, device='cuda:0')) | > loss_gen: 2.7569313049316406 (2.7469687673109995) | > loss_kl: 1.8645434379577637 (1.7145977146011868) | > loss_feat: 7.977449417114258 (8.221294413136023) | > loss_mel: 13.150518417358398 (13.219076345741497) | > loss_duration: 1.6680408716201782 (1.6799631159013837) | > amp_scaler: 512.0 (274.3628691983121) | > loss_1: 27.417484283447266 (27.581900367253944) | > grad_norm_1: tensor(212.6044, device='cuda:0') (tensor(419.8607, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8261 (0.8511403150196317) | > loader_time: 0.0093 (0.009944937903166823)  --> TIME: 2025-05-10 13:32:01 -- STEP: 287/725 -- GLOBAL_STEP: 243350 | > loss_disc: 2.165593385696411 (2.218100979353076) | > loss_disc_real_0: 0.13482579588890076 (0.14111915298247588) | > loss_disc_real_1: 0.1838805228471756 (0.1920643629512721) | > loss_disc_real_2: 0.16444656252861023 (0.18948204415600478) | > loss_disc_real_3: 0.20416279137134552 (0.2051445715103415) | > loss_disc_real_4: 0.2248183786869049 (0.19735376334356522) | > loss_disc_real_5: 0.20337992906570435 (0.20625647907680753) | > loss_0: 2.165593385696411 (2.218100979353076) | > grad_norm_0: tensor(26.3850, device='cuda:0') (tensor(21.8404, device='cuda:0')) | > loss_gen: 2.8820199966430664 (2.744268254535954) | > loss_kl: 1.6263941526412964 (1.7188898154667447) | > loss_feat: 8.529704093933105 (8.199693998808641) | > loss_mel: 12.968974113464355 (13.204851891520963) | > loss_duration: 1.7004384994506836 (1.6801951218149804) | > amp_scaler: 256.0 (291.67944250871074) | > loss_1: 27.707530975341797 (27.54789908007047) | > grad_norm_1: tensor(774.4387, device='cuda:0') (tensor(421.6571, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8136 (0.8506402221706275) | > loader_time: 0.0099 (0.009955581472310456)  --> TIME: 2025-05-10 13:32:44 -- STEP: 337/725 -- GLOBAL_STEP: 243400 | > loss_disc: 2.1645543575286865 (2.2197301143708494) | > loss_disc_real_0: 0.1223326176404953 (0.1417912525133139) | > loss_disc_real_1: 0.17385965585708618 (0.19224382171998758) | > loss_disc_real_2: 0.169902965426445 (0.18983719172923427) | > loss_disc_real_3: 0.22642108798027039 (0.20483921835259797) | > loss_disc_real_4: 0.23657670617103577 (0.19757429136720542) | > loss_disc_real_5: 0.21274612843990326 (0.20601115201099698) | > loss_0: 2.1645543575286865 (2.2197301143708494) | > grad_norm_0: tensor(27.9683, device='cuda:0') (tensor(22.0033, device='cuda:0')) | > loss_gen: 2.9914305210113525 (2.746658439806024) | > loss_kl: 1.711100697517395 (1.7146526026796522) | > loss_feat: 8.827924728393555 (8.202263430247326) | > loss_mel: 14.245444297790527 (13.205730712732151) | > loss_duration: 1.6659632921218872 (1.6794455847329839) | > amp_scaler: 256.0 (286.3857566765578) | > loss_1: 29.441864013671875 (27.548750744375347) | > grad_norm_1: tensor(315.1513, device='cuda:0') (tensor(422.6945, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8832 (0.8502838151744994) | > loader_time: 0.0095 (0.009968051570813097)  --> TIME: 2025-05-10 13:33:28 -- STEP: 387/725 -- GLOBAL_STEP: 243450 | > loss_disc: 2.220790147781372 (2.2171857015107017) | > loss_disc_real_0: 0.13498876988887787 (0.14149926643269933) | > loss_disc_real_1: 0.20033757388591766 (0.19206806150979785) | > loss_disc_real_2: 0.19518409669399261 (0.1895741660542574) | > loss_disc_real_3: 0.21380527317523956 (0.2048115168508017) | > loss_disc_real_4: 0.20241254568099976 (0.19734606913047864) | > loss_disc_real_5: 0.2131197303533554 (0.20598444165493482) | > loss_0: 2.220790147781372 (2.2171857015107017) | > grad_norm_0: tensor(34.9917, device='cuda:0') (tensor(22.1189, device='cuda:0')) | > loss_gen: 2.7110133171081543 (2.7478748544550076) | > loss_kl: 1.4847838878631592 (1.7157779728719436) | > loss_feat: 7.552878379821777 (8.211110733584226) | > loss_mel: 12.579273223876953 (13.211214920655085) | > loss_duration: 1.760662317276001 (1.6794247719668602) | > amp_scaler: 256.0 (282.4599483204134) | > loss_1: 26.088611602783203 (27.56540325076081) | > grad_norm_1: tensor(661.2134, device='cuda:0') (tensor(427.3748, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8722 (0.8505569859684595) | > loader_time: 0.0099 (0.009952202015760947)  --> TIME: 2025-05-10 13:34:11 -- STEP: 437/725 -- GLOBAL_STEP: 243500 | > loss_disc: 2.187267780303955 (2.216009837266234) | > loss_disc_real_0: 0.14587749540805817 (0.14133118688037255) | > loss_disc_real_1: 0.1604975312948227 (0.19187621554057177) | > loss_disc_real_2: 0.1674586683511734 (0.1892619789055883) | > loss_disc_real_3: 0.211852565407753 (0.20501795383830912) | > loss_disc_real_4: 0.19385363161563873 (0.1971716552086226) | > loss_disc_real_5: 0.21040987968444824 (0.20611594167263073) | > loss_0: 2.187267780303955 (2.216009837266234) | > grad_norm_0: tensor(18.8854, device='cuda:0') (tensor(22.3670, device='cuda:0')) | > loss_gen: 2.666264772415161 (2.7484127182163975) | > loss_kl: 1.6854252815246582 (1.7175528915850473) | > loss_feat: 8.780139923095703 (8.210469607084786) | > loss_mel: 13.350381851196289 (13.181464404754289) | > loss_duration: 1.6341700553894043 (1.6793018522197103) | > amp_scaler: 256.0 (279.4324942791761) | > loss_1: 28.116382598876953 (27.53720146022072) | > grad_norm_1: tensor(165.0518, device='cuda:0') (tensor(428.4448, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8892 (0.8498976492499871) | > loader_time: 0.0099 (0.00993511878653031)  --> TIME: 2025-05-10 13:34:53 -- STEP: 487/725 -- GLOBAL_STEP: 243550 | > loss_disc: 2.1733286380767822 (2.2153514097358618) | > loss_disc_real_0: 0.12176176905632019 (0.1409353962516149) | > loss_disc_real_1: 0.1846080869436264 (0.19204381236795046) | > loss_disc_real_2: 0.20257186889648438 (0.1894286170265268) | > loss_disc_real_3: 0.20229627192020416 (0.20499423589916935) | > loss_disc_real_4: 0.18307748436927795 (0.19698551174796342) | > loss_disc_real_5: 0.2271202951669693 (0.20622938981535993) | > loss_0: 2.1733286380767822 (2.2153514097358618) | > grad_norm_0: tensor(26.6820, device='cuda:0') (tensor(22.3497, device='cuda:0')) | > loss_gen: 2.743687868118286 (2.7461350992230185) | > loss_kl: 1.7139661312103271 (1.7137363223814137) | > loss_feat: 8.529047966003418 (8.203553727520077) | > loss_mel: 12.70681381225586 (13.171691193472922) | > loss_duration: 1.657318115234375 (1.6800560659941217) | > amp_scaler: 256.0 (277.02669404517457) | > loss_1: 27.3508358001709 (27.515172413976774) | > grad_norm_1: tensor(526.1476, device='cuda:0') (tensor(431.0120, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8018 (0.8492127223670852) | > loader_time: 0.0116 (0.009929072440772086)  --> TIME: 2025-05-10 13:35:36 -- STEP: 537/725 -- GLOBAL_STEP: 243600 | > loss_disc: 2.4899463653564453 (2.2143432157221645) | > loss_disc_real_0: 0.17719495296478271 (0.14080171946096248) | > loss_disc_real_1: 0.2310975044965744 (0.19187315019260356) | > loss_disc_real_2: 0.21780669689178467 (0.1891673622406616) | > loss_disc_real_3: 0.23772072792053223 (0.20497063429439977) | > loss_disc_real_4: 0.2376038134098053 (0.19690482138033463) | > loss_disc_real_5: 0.23962023854255676 (0.20626826359573028) | > loss_0: 2.4899463653564453 (2.2143432157221645) | > grad_norm_0: tensor(27.7054, device='cuda:0') (tensor(22.4134, device='cuda:0')) | > loss_gen: 2.4690399169921875 (2.7490752187299115) | > loss_kl: 1.6511353254318237 (1.7148808878005333) | > loss_feat: 6.011685371398926 (8.217512409558294) | > loss_mel: 10.084539413452148 (13.176913550890136) | > loss_duration: 1.6933724880218506 (1.6806249425397906) | > amp_scaler: 256.0 (275.06890130353815) | > loss_1: 21.909772872924805 (27.53900699864109) | > grad_norm_1: tensor(368.7540, device='cuda:0') (tensor(432.4048, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8507 (0.8487063186794688) | > loader_time: 0.0091 (0.0099275138791047)  --> TIME: 2025-05-10 13:36:20 -- STEP: 587/725 -- GLOBAL_STEP: 243650 | > loss_disc: 2.4118399620056152 (2.215506578019772) | > loss_disc_real_0: 0.12837044894695282 (0.1406231508598214) | > loss_disc_real_1: 0.21832625567913055 (0.1918620782725044) | > loss_disc_real_2: 0.21239537000656128 (0.1892520212893591) | > loss_disc_real_3: 0.24138538539409637 (0.2051266343975392) | > loss_disc_real_4: 0.23175708949565887 (0.19719347649680694) | > loss_disc_real_5: 0.2305096536874771 (0.20643133709438818) | > loss_0: 2.4118399620056152 (2.215506578019772) | > grad_norm_0: tensor(16.1868, device='cuda:0') (tensor(22.4152, device='cuda:0')) | > loss_gen: 2.4150609970092773 (2.748441976826683) | > loss_kl: 1.7319068908691406 (1.7192042188709398) | > loss_feat: 6.096904277801514 (8.21100456913651) | > loss_mel: 11.245536804199219 (13.17330196809525) | > loss_duration: 1.6638528108596802 (1.6803558408909405) | > amp_scaler: 256.0 (273.44463373083477) | > loss_1: 23.153263092041016 (27.532308552496684) | > grad_norm_1: tensor(364.6043, device='cuda:0') (tensor(430.2305, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8568 (0.848827890886765) | > loader_time: 0.0097 (0.009916720235977304)  --> TIME: 2025-05-10 13:37:03 -- STEP: 637/725 -- GLOBAL_STEP: 243700 | > loss_disc: 2.0545475482940674 (2.215249615524027) | > loss_disc_real_0: 0.12665285170078278 (0.14052405207179589) | > loss_disc_real_1: 0.19568385183811188 (0.19191541458411346) | > loss_disc_real_2: 0.1950530856847763 (0.18926082780727962) | > loss_disc_real_3: 0.18968239426612854 (0.20487928572966127) | > loss_disc_real_4: 0.19179853796958923 (0.19732701184236826) | > loss_disc_real_5: 0.19052903354167938 (0.20639715274705242) | > loss_0: 2.0545475482940674 (2.215249615524027) | > grad_norm_0: tensor(31.7302, device='cuda:0') (tensor(22.2972, device='cuda:0')) | > loss_gen: 2.9766459465026855 (2.7480619062247036) | > loss_kl: 1.5750797986984253 (1.718984132471789) | > loss_feat: 9.372915267944336 (8.201634905589062) | > loss_mel: 13.18624210357666 (13.158202858510165) | > loss_duration: 1.661146879196167 (1.6802462253316057) | > amp_scaler: 256.0 (272.07535321821024) | > loss_1: 28.772029876708984 (27.50713001053599) | > grad_norm_1: tensor(729.8369, device='cuda:0') (tensor(430.4782, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8378 (0.8495392267894895) | > loader_time: 0.0093 (0.009922897422706686)  --> TIME: 2025-05-10 13:37:46 -- STEP: 687/725 -- GLOBAL_STEP: 243750 | > loss_disc: 2.0701990127563477 (2.2149986141460243) | > loss_disc_real_0: 0.08035928010940552 (0.14070171327092929) | > loss_disc_real_1: 0.17899678647518158 (0.1918876702738641) | > loss_disc_real_2: 0.17440910637378693 (0.1893857916413089) | > loss_disc_real_3: 0.20736375451087952 (0.20499840845100398) | > loss_disc_real_4: 0.2242010235786438 (0.1973163655361234) | > loss_disc_real_5: 0.23286673426628113 (0.20624298657652593) | > loss_0: 2.0701990127563477 (2.2149986141460243) | > grad_norm_0: tensor(21.7810, device='cuda:0') (tensor(22.6604, device='cuda:0')) | > loss_gen: 2.8794782161712646 (2.7500427015657163) | > loss_kl: 1.7406312227249146 (1.7193516735773773) | > loss_feat: 10.28727912902832 (8.206123448528754) | > loss_mel: 14.959162712097168 (13.163997669580901) | > loss_duration: 1.6759934425354004 (1.6801150018644833) | > amp_scaler: 256.0 (270.9053857350799) | > loss_1: 31.542543411254883 (27.519630493208485) | > grad_norm_1: tensor(597.9610, device='cuda:0') (tensor(433.1058, device='cuda:0')) | > current_lr_0: 0.0001933138901008103 | > current_lr_1: 0.0001933138901008103 | > step_time: 0.8605 (0.8490762929208414) | > loader_time: 0.0101 (0.009899422244387073)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3709306716918945 (2.3709306716918945) | > loss_disc_real_0: 0.18091042339801788 (0.18091042339801788) | > loss_disc_real_1: 0.21826951205730438 (0.21826951205730438) | > loss_disc_real_2: 0.14161838591098785 (0.14161838591098785) | > loss_disc_real_3: 0.19537803530693054 (0.19537803530693054) | > loss_disc_real_4: 0.22786137461662292 (0.22786137461662292) | > loss_disc_real_5: 0.21975106000900269 (0.21975106000900269) | > loss_0: 2.3709306716918945 (2.3709306716918945) | > loss_gen: 2.49784517288208 (2.49784517288208) | > loss_kl: 2.0692429542541504 (2.0692429542541504) | > loss_feat: 7.794121742248535 (7.794121742248535) | > loss_mel: 13.21231746673584 (13.21231746673584) | > loss_duration: 1.693885326385498 (1.693885326385498) | > loss_1: 27.267414093017578 (27.267414093017578)  --> STEP: 1 | > loss_disc: 2.2781715393066406 (2.2781715393066406) | > loss_disc_real_0: 0.15300489962100983 (0.15300489962100983) | > loss_disc_real_1: 0.20131942629814148 (0.20131942629814148) | > loss_disc_real_2: 0.153048574924469 (0.153048574924469) | > loss_disc_real_3: 0.17256397008895874 (0.17256397008895874) | > loss_disc_real_4: 0.2087799459695816 (0.2087799459695816) | > loss_disc_real_5: 0.1958261877298355 (0.1958261877298355) | > loss_0: 2.2781715393066406 (2.2781715393066406) | > loss_gen: 2.572612762451172 (2.572612762451172) | > loss_kl: 1.988882303237915 (1.988882303237915) | > loss_feat: 8.565845489501953 (8.565845489501953) | > loss_mel: 13.819631576538086 (13.819631576538086) | > loss_duration: 1.816630244255066 (1.816630244255066) | > loss_1: 28.763601303100586 (28.763601303100586)  --> STEP: 2 | > loss_disc: 2.1843361854553223 (2.2312538623809814) | > loss_disc_real_0: 0.15321817994117737 (0.1531115397810936) | > loss_disc_real_1: 0.17457710206508636 (0.18794826418161392) | > loss_disc_real_2: 0.12964831292629242 (0.1413484439253807) | > loss_disc_real_3: 0.16727866232395172 (0.16992131620645523) | > loss_disc_real_4: 0.20672622323036194 (0.20775308459997177) | > loss_disc_real_5: 0.20711752772331238 (0.20147185772657394) | > loss_0: 2.1843361854553223 (2.2312538623809814) | > loss_gen: 2.6162140369415283 (2.59441339969635) | > loss_kl: 1.9107545614242554 (1.9498184323310852) | > loss_feat: 9.320300102233887 (8.94307279586792) | > loss_mel: 14.768614768981934 (14.29412317276001) | > loss_duration: 1.8466122150421143 (1.83162122964859) | > loss_1: 30.462495803833008 (29.613048553466797)  --> STEP: 3 | > loss_disc: 2.256334066390991 (2.239613930384318) | > loss_disc_real_0: 0.14778825640678406 (0.15133711198965707) | > loss_disc_real_1: 0.19118830561637878 (0.1890282779932022) | > loss_disc_real_2: 0.1431322544813156 (0.14194304744402567) | > loss_disc_real_3: 0.173335462808609 (0.17105936507383981) | > loss_disc_real_4: 0.23353800177574158 (0.21634805699189505) | > loss_disc_real_5: 0.20030033588409424 (0.20108135044574738) | > loss_0: 2.256334066390991 (2.239613930384318) | > loss_gen: 2.5206432342529297 (2.5698233445485434) | > loss_kl: 2.040621280670166 (1.980086048444112) | > loss_feat: 8.36501693725586 (8.7503875096639) | > loss_mel: 13.727120399475098 (14.105122248331705) | > loss_duration: 1.8183362483978271 (1.8271929025650024) | > loss_1: 28.471738815307617 (29.232611974080402)  --> STEP: 4 | > loss_disc: 2.1251120567321777 (2.210988461971283) | > loss_disc_real_0: 0.12274285405874252 (0.14418854750692844) | > loss_disc_real_1: 0.19019706547260284 (0.18932047486305237) | > loss_disc_real_2: 0.1198720633983612 (0.13642530143260956) | > loss_disc_real_3: 0.1515265852212906 (0.16617617011070251) | > loss_disc_real_4: 0.2368614822626114 (0.22147641330957413) | > loss_disc_real_5: 0.22521518170833588 (0.2071148082613945) | > loss_0: 2.1251120567321777 (2.210988461971283) | > loss_gen: 2.86049485206604 (2.6424912214279175) | > loss_kl: 1.8279898166656494 (1.9420619904994965) | > loss_feat: 11.312636375427246 (9.390949726104736) | > loss_mel: 16.61302375793457 (14.732097625732422) | > loss_duration: 1.7450562715530396 (1.8066587448120117) | > loss_1: 34.35920333862305 (30.514259815216064) --> EVAL PERFORMANCE | > avg_loader_time: 0.28611689805984497 (-0.0005496740341186523) | > avg_loss_disc: 2.210988461971283 (-0.08526170253753662) | > avg_loss_disc_real_0: 0.14418854750692844 (-0.002342531457543373) | > avg_loss_disc_real_1: 0.18932047486305237 (+0.009504646062850952) | > avg_loss_disc_real_2: 0.13642530143260956 (-0.08227483183145523) | > avg_loss_disc_real_3: 0.16617617011070251 (-0.04878710210323334) | > avg_loss_disc_real_4: 0.22147641330957413 (-0.06590830534696579) | > avg_loss_disc_real_5: 0.2071148082613945 (-0.005113605409860611) | > avg_loss_0: 2.210988461971283 (-0.08526170253753662) | > avg_loss_gen: 2.6424912214279175 (-0.09028899669647217) | > avg_loss_kl: 1.9420619904994965 (-0.16798976063728333) | > avg_loss_feat: 9.390949726104736 (+0.7543154954910278) | > avg_loss_mel: 14.732097625732422 (+0.4921143054962158) | > avg_loss_duration: 1.8066587448120117 (-0.0013442635536193848) | > avg_loss_1: 30.514259815216064 (+0.9868068695068359)  > EPOCH: 273/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 13:38:25)   --> TIME: 2025-05-10 13:38:37 -- STEP: 12/725 -- GLOBAL_STEP: 243800 | > loss_disc: 2.190251350402832 (2.2308579484621682) | > loss_disc_real_0: 0.12030734121799469 (0.13847820336620012) | > loss_disc_real_1: 0.21283796429634094 (0.20228936771551767) | > loss_disc_real_2: 0.18166483938694 (0.19396346931656203) | > loss_disc_real_3: 0.18665564060211182 (0.20417687793572745) | > loss_disc_real_4: 0.20558956265449524 (0.19488478948672613) | > loss_disc_real_5: 0.1895492523908615 (0.20054389412204424) | > loss_0: 2.190251350402832 (2.2308579484621682) | > grad_norm_0: tensor(28.2735, device='cuda:0') (tensor(23.1864, device='cuda:0')) | > loss_gen: 2.6643435955047607 (2.7329183220863342) | > loss_kl: 1.7983328104019165 (1.7950929403305054) | > loss_feat: 8.386073112487793 (8.109889229138693) | > loss_mel: 12.930822372436523 (12.999843120574951) | > loss_duration: 1.7152312994003296 (1.6825986504554749) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.494802474975586 (27.32034158706665) | > grad_norm_1: tensor(667.4326, device='cuda:0') (tensor(517.5627, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8345 (0.8286318381627401) | > loader_time: 0.0109 (0.010108987490336101)  --> TIME: 2025-05-10 13:39:21 -- STEP: 62/725 -- GLOBAL_STEP: 243850 | > loss_disc: 2.2401671409606934 (2.2327122572929627) | > loss_disc_real_0: 0.14682282507419586 (0.14474799375860922) | > loss_disc_real_1: 0.17556598782539368 (0.19347180882769247) | > loss_disc_real_2: 0.18971778452396393 (0.1899453129979872) | > loss_disc_real_3: 0.18868957459926605 (0.20656410796988395) | > loss_disc_real_4: 0.1964542716741562 (0.19749961456944864) | > loss_disc_real_5: 0.2078133523464203 (0.20749498903751373) | > loss_0: 2.2401671409606934 (2.2327122572929627) | > grad_norm_0: tensor(16.0960, device='cuda:0') (tensor(22.9249, device='cuda:0')) | > loss_gen: 2.6099770069122314 (2.730056539658577) | > loss_kl: 1.7288506031036377 (1.7168103341133363) | > loss_feat: 7.69687557220459 (8.143167849509945) | > loss_mel: 12.86823558807373 (13.071668024986021) | > loss_duration: 1.7111542224884033 (1.6771621069600504) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.615093231201172 (27.338864910987116) | > grad_norm_1: tensor(180.5213, device='cuda:0') (tensor(452.0991, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8532 (0.8488482506044449) | > loader_time: 0.0101 (0.010066413110302342)  --> TIME: 2025-05-10 13:40:04 -- STEP: 112/725 -- GLOBAL_STEP: 243900 | > loss_disc: 2.004141330718994 (2.2175585670130586) | > loss_disc_real_0: 0.09374435245990753 (0.14243784274107643) | > loss_disc_real_1: 0.18294017016887665 (0.1925656178167888) | > loss_disc_real_2: 0.2131301909685135 (0.1898166715566601) | > loss_disc_real_3: 0.2230846881866455 (0.2052144474749055) | > loss_disc_real_4: 0.2207350879907608 (0.19583368221563946) | > loss_disc_real_5: 0.23063229024410248 (0.20674682169088296) | > loss_0: 2.004141330718994 (2.2175585670130586) | > grad_norm_0: tensor(30.3909, device='cuda:0') (tensor(22.0484, device='cuda:0')) | > loss_gen: 3.0671815872192383 (2.743838580591338) | > loss_kl: 1.4892677068710327 (1.7079173901251383) | > loss_feat: 10.158785820007324 (8.192196594817302) | > loss_mel: 15.520021438598633 (13.093954265117645) | > loss_duration: 1.6782238483428955 (1.6796230801514216) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.913480758666992 (27.417529906545365) | > grad_norm_1: tensor(779.8301, device='cuda:0') (tensor(463.4556, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8189 (0.8497379720211029) | > loader_time: 0.0094 (0.009993976780346457)  --> TIME: 2025-05-10 13:40:47 -- STEP: 162/725 -- GLOBAL_STEP: 243950 | > loss_disc: 2.18717622756958 (2.209206857799011) | > loss_disc_real_0: 0.12723100185394287 (0.1428037231995) | > loss_disc_real_1: 0.1910269856452942 (0.19173782318830496) | > loss_disc_real_2: 0.16899193823337555 (0.1886477139261034) | > loss_disc_real_3: 0.19279012084007263 (0.20389249074606253) | > loss_disc_real_4: 0.2181987464427948 (0.19485068606373704) | > loss_disc_real_5: 0.17908300459384918 (0.20516846227793054) | > loss_0: 2.18717622756958 (2.209206857799011) | > grad_norm_0: tensor(18.4026, device='cuda:0') (tensor(22.4940, device='cuda:0')) | > loss_gen: 2.7249834537506104 (2.755431591728587) | > loss_kl: 1.7737904787063599 (1.7170171362382394) | > loss_feat: 8.455334663391113 (8.258320946752294) | > loss_mel: 13.312076568603516 (13.164839885852954) | > loss_duration: 1.6253200769424438 (1.6789248718155756) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.89150619506836 (27.574534439746245) | > grad_norm_1: tensor(191.9437, device='cuda:0') (tensor(462.0465, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.831 (0.8491118381052841) | > loader_time: 0.0102 (0.010073282100536202)  --> TIME: 2025-05-10 13:41:31 -- STEP: 212/725 -- GLOBAL_STEP: 244000 | > loss_disc: 2.271615743637085 (2.209343676859475) | > loss_disc_real_0: 0.14079926908016205 (0.14239824500005194) | > loss_disc_real_1: 0.19768564403057098 (0.19096449453313402) | > loss_disc_real_2: 0.1940615177154541 (0.18888333130557583) | > loss_disc_real_3: 0.20419637858867645 (0.20410377700936122) | > loss_disc_real_4: 0.20460578799247742 (0.19529150025743358) | > loss_disc_real_5: 0.19953210651874542 (0.20561481281271526) | > loss_0: 2.271615743637085 (2.209343676859475) | > grad_norm_0: tensor(25.3460, device='cuda:0') (tensor(22.0423, device='cuda:0')) | > loss_gen: 2.7048394680023193 (2.7536563310983055) | > loss_kl: 1.6935936212539673 (1.7270380714029636) | > loss_feat: 7.764128684997559 (8.254604843427554) | > loss_mel: 11.473431587219238 (13.166500091552734) | > loss_duration: 1.677097201347351 (1.6784563300744542) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.313091278076172 (27.580255742342967) | > grad_norm_1: tensor(531.9957, device='cuda:0') (tensor(453.4234, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8458 (0.8503985326245146) | > loader_time: 0.0098 (0.010017523225748318) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_244000.pth  --> TIME: 2025-05-10 13:42:17 -- STEP: 262/725 -- GLOBAL_STEP: 244050 | > loss_disc: 2.1850550174713135 (2.2078881777879835) | > loss_disc_real_0: 0.16599692404270172 (0.14279394630939904) | > loss_disc_real_1: 0.1735827475786209 (0.1909998911255189) | > loss_disc_real_2: 0.22259944677352905 (0.18856202543691825) | > loss_disc_real_3: 0.18678408861160278 (0.20409623334426008) | > loss_disc_real_4: 0.20024998486042023 (0.19546990324067706) | > loss_disc_real_5: 0.1752767264842987 (0.20500731183827384) | > loss_0: 2.1850550174713135 (2.2078881777879835) | > grad_norm_0: tensor(23.5416, device='cuda:0') (tensor(22.8137, device='cuda:0')) | > loss_gen: 2.8848299980163574 (2.76363275888312) | > loss_kl: 1.7134052515029907 (1.7241464166240839) | > loss_feat: 8.256793975830078 (8.294640855934787) | > loss_mel: 14.288060188293457 (13.215187997308396) | > loss_duration: 1.6535820960998535 (1.6788323112116514) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.79667091369629 (27.676440413671596) | > grad_norm_1: tensor(253.2771, device='cuda:0') (tensor(453.6630, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8913 (0.8499458309348303) | > loader_time: 0.0098 (0.010126120261563603)  --> TIME: 2025-05-10 13:43:00 -- STEP: 312/725 -- GLOBAL_STEP: 244100 | > loss_disc: 2.1845712661743164 (2.209598412498449) | > loss_disc_real_0: 0.11143849045038223 (0.14275936787136084) | > loss_disc_real_1: 0.16994723677635193 (0.1910963059426883) | > loss_disc_real_2: 0.15916132926940918 (0.18846785363096455) | > loss_disc_real_3: 0.2060999870300293 (0.20427859493364123) | > loss_disc_real_4: 0.17692609131336212 (0.1959016389476183) | > loss_disc_real_5: 0.2255246788263321 (0.2049217319641358) | > loss_0: 2.1845712661743164 (2.209598412498449) | > grad_norm_0: tensor(14.0388, device='cuda:0') (tensor(22.8765, device='cuda:0')) | > loss_gen: 2.702279806137085 (2.76369145588997) | > loss_kl: 1.5930691957473755 (1.7219792008399968) | > loss_feat: 7.988509178161621 (8.282550516801006) | > loss_mel: 13.4396333694458 (13.200792395151575) | > loss_duration: 1.6888450384140015 (1.678059516044763) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.412336349487305 (27.647073152737747) | > grad_norm_1: tensor(217.3969, device='cuda:0') (tensor(456.3513, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8467 (0.8500465544370508) | > loader_time: 0.0121 (0.010232181121141484)  --> TIME: 2025-05-10 13:43:43 -- STEP: 362/725 -- GLOBAL_STEP: 244150 | > loss_disc: 2.074763774871826 (2.207404246975704) | > loss_disc_real_0: 0.09606295824050903 (0.14242087034971668) | > loss_disc_real_1: 0.21026381850242615 (0.19144478810755594) | > loss_disc_real_2: 0.18655173480510712 (0.18831647726712303) | > loss_disc_real_3: 0.20566071569919586 (0.20408526923281048) | > loss_disc_real_4: 0.15303172171115875 (0.19566255700851673) | > loss_disc_real_5: 0.186822772026062 (0.20462405134136505) | > loss_0: 2.074763774871826 (2.207404246975704) | > grad_norm_0: tensor(19.4058, device='cuda:0') (tensor(22.6439, device='cuda:0')) | > loss_gen: 2.8866610527038574 (2.765459458472318) | > loss_kl: 1.7945919036865234 (1.7172299201975874) | > loss_feat: 9.646668434143066 (8.296489564094761) | > loss_mel: 14.699872016906738 (13.208401168907542) | > loss_duration: 1.627403974533081 (1.677129637470561) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.655197143554688 (27.66470978668382) | > grad_norm_1: tensor(586.0366, device='cuda:0') (tensor(457.4702, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8628 (0.8507664947878593) | > loader_time: 0.0096 (0.01028523985193579)  --> TIME: 2025-05-10 13:44:27 -- STEP: 412/725 -- GLOBAL_STEP: 244200 | > loss_disc: 2.3663620948791504 (2.207222933618768) | > loss_disc_real_0: 0.19902943074703217 (0.1425539920811803) | > loss_disc_real_1: 0.21538116037845612 (0.19146187722827632) | > loss_disc_real_2: 0.19614851474761963 (0.188465688305283) | > loss_disc_real_3: 0.20961053669452667 (0.2038320768082026) | > loss_disc_real_4: 0.22025907039642334 (0.19552857714515287) | > loss_disc_real_5: 0.19075576961040497 (0.20439283086836918) | > loss_0: 2.3663620948791504 (2.207222933618768) | > grad_norm_0: tensor(32.9483, device='cuda:0') (tensor(22.5645, device='cuda:0')) | > loss_gen: 2.4655942916870117 (2.7648946648662505) | > loss_kl: 1.7829341888427734 (1.7215680589953675) | > loss_feat: 6.755983352661133 (8.28705844948594) | > loss_mel: 11.38070297241211 (13.20168161623686) | > loss_duration: 1.681365966796875 (1.6775394591312962) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.06658172607422 (27.65274229790401) | > grad_norm_1: tensor(491.5505, device='cuda:0') (tensor(457.3676, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.845 (0.8510910804989271) | > loader_time: 0.0097 (0.010352108085039748)  --> TIME: 2025-05-10 13:45:10 -- STEP: 462/725 -- GLOBAL_STEP: 244250 | > loss_disc: 2.1297616958618164 (2.2074873924771445) | > loss_disc_real_0: 0.12176813185214996 (0.14201365045203282) | > loss_disc_real_1: 0.1544427126646042 (0.19158510412230642) | > loss_disc_real_2: 0.19646459817886353 (0.1885516521605578) | > loss_disc_real_3: 0.2163095325231552 (0.20382529045596265) | > loss_disc_real_4: 0.17293697595596313 (0.19559166306283052) | > loss_disc_real_5: 0.185649111866951 (0.20456400078225445) | > loss_0: 2.1297616958618164 (2.2074873924771445) | > grad_norm_0: tensor(20.5587, device='cuda:0') (tensor(22.4333, device='cuda:0')) | > loss_gen: 2.7701754570007324 (2.7638505485666753) | > loss_kl: 1.8582804203033447 (1.722425589313755) | > loss_feat: 8.348648071289062 (8.28119935927454) | > loss_mel: 13.447467803955078 (13.190648386488743) | > loss_duration: 1.7137210369110107 (1.6776099308228594) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.13829231262207 (27.63573385626723) | > grad_norm_1: tensor(539.2460, device='cuda:0') (tensor(458.8896, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.7914 (0.8500812765839815) | > loader_time: 0.0096 (0.010379470271981639)  --> TIME: 2025-05-10 13:45:53 -- STEP: 512/725 -- GLOBAL_STEP: 244300 | > loss_disc: 2.311007022857666 (2.211518701398747) | > loss_disc_real_0: 0.2327222377061844 (0.14230426897120202) | > loss_disc_real_1: 0.17006108164787292 (0.1916250862414018) | > loss_disc_real_2: 0.1993398368358612 (0.18883887582342138) | > loss_disc_real_3: 0.17762881517410278 (0.20406399364583191) | > loss_disc_real_4: 0.2108839601278305 (0.1960340999357868) | > loss_disc_real_5: 0.2270296812057495 (0.2052155234850943) | > loss_0: 2.311007022857666 (2.211518701398747) | > grad_norm_0: tensor(35.5943, device='cuda:0') (tensor(22.3580, device='cuda:0')) | > loss_gen: 2.6899571418762207 (2.7598846512846626) | > loss_kl: 1.850234866142273 (1.721820076927543) | > loss_feat: 7.489256858825684 (8.24288899358363) | > loss_mel: 12.236884117126465 (13.158447394147514) | > loss_duration: 1.6496635675430298 (1.6786995246075092) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.915996551513672 (27.561740666627887) | > grad_norm_1: tensor(401.4299, device='cuda:0') (tensor(454.5068, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8513 (0.8494713641703131) | > loader_time: 0.0113 (0.010390023235231636)  --> TIME: 2025-05-10 13:46:36 -- STEP: 562/725 -- GLOBAL_STEP: 244350 | > loss_disc: 2.1766104698181152 (2.2098409215326433) | > loss_disc_real_0: 0.16340389847755432 (0.1422295850499457) | > loss_disc_real_1: 0.1991410106420517 (0.19146667131855818) | > loss_disc_real_2: 0.1871344894170761 (0.18860453624424134) | > loss_disc_real_3: 0.21101897954940796 (0.20411697401270748) | > loss_disc_real_4: 0.18772831559181213 (0.19575827179005978) | > loss_disc_real_5: 0.21466614305973053 (0.2050562458265295) | > loss_0: 2.1766104698181152 (2.2098409215326433) | > grad_norm_0: tensor(20.4966, device='cuda:0') (tensor(22.3513, device='cuda:0')) | > loss_gen: 2.747313976287842 (2.762118935160788) | > loss_kl: 1.5439825057983398 (1.720606910164246) | > loss_feat: 8.538177490234375 (8.25398890403667) | > loss_mel: 12.360991477966309 (13.181073409382554) | > loss_duration: 1.6603087186813354 (1.678893352530605) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.85077476501465 (27.596681560910046) | > grad_norm_1: tensor(446.8086, device='cuda:0') (tensor(454.6586, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8921 (0.8498684256950733) | > loader_time: 0.0116 (0.010393449844414654)  --> TIME: 2025-05-10 13:47:20 -- STEP: 612/725 -- GLOBAL_STEP: 244400 | > loss_disc: 2.2474825382232666 (2.2089807560630885) | > loss_disc_real_0: 0.11201905459165573 (0.14183687961666405) | > loss_disc_real_1: 0.19118018448352814 (0.19128625895949747) | > loss_disc_real_2: 0.18305230140686035 (0.188659300991133) | > loss_disc_real_3: 0.194798082113266 (0.20400628364748424) | > loss_disc_real_4: 0.19835029542446136 (0.1958200400269109) | > loss_disc_real_5: 0.1855756640434265 (0.20517924262417692) | > loss_0: 2.2474825382232666 (2.2089807560630885) | > grad_norm_0: tensor(20.8672, device='cuda:0') (tensor(22.4073, device='cuda:0')) | > loss_gen: 2.809113025665283 (2.762486209277232) | > loss_kl: 1.8085038661956787 (1.7213514618624277) | > loss_feat: 7.47705602645874 (8.257727761673783) | > loss_mel: 12.063915252685547 (13.181702509425042) | > loss_duration: 1.5965874195098877 (1.6785336580930976) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.755176544189453 (27.601801641626295) | > grad_norm_1: tensor(449.8551, device='cuda:0') (tensor(457.6559, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.805 (0.850353651576572) | > loader_time: 0.012 (0.010412915859347078)  --> TIME: 2025-05-10 13:48:02 -- STEP: 662/725 -- GLOBAL_STEP: 244450 | > loss_disc: 2.092214345932007 (2.2102634091031534) | > loss_disc_real_0: 0.16388250887393951 (0.14169812945260737) | > loss_disc_real_1: 0.18227775394916534 (0.19141086035624738) | > loss_disc_real_2: 0.2135176807641983 (0.1889661271406442) | > loss_disc_real_3: 0.15533357858657837 (0.20417709232186984) | > loss_disc_real_4: 0.1923353672027588 (0.19604877134914483) | > loss_disc_real_5: 0.16460248827934265 (0.20535140106415103) | > loss_0: 2.092214345932007 (2.2102634091031534) | > grad_norm_0: tensor(25.4441, device='cuda:0') (tensor(22.3701, device='cuda:0')) | > loss_gen: 2.944986343383789 (2.762868687465469) | > loss_kl: 1.879244327545166 (1.7200253222284008) | > loss_feat: 9.375343322753906 (8.258846262070355) | > loss_mel: 15.027998924255371 (13.181652305349477) | > loss_duration: 1.705517292022705 (1.678925119858134) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.933088302612305 (27.602317723622853) | > grad_norm_1: tensor(680.7695, device='cuda:0') (tensor(460.8687, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8737 (0.8497207074727177) | > loader_time: 0.0109 (0.010454311111542396)  --> TIME: 2025-05-10 13:48:46 -- STEP: 712/725 -- GLOBAL_STEP: 244500 | > loss_disc: 2.090223550796509 (2.2114077064763307) | > loss_disc_real_0: 0.14026343822479248 (0.14160020371082796) | > loss_disc_real_1: 0.1800478845834732 (0.19154852268736022) | > loss_disc_real_2: 0.22944337129592896 (0.18913842365145658) | > loss_disc_real_3: 0.19480857253074646 (0.20434580799820048) | > loss_disc_real_4: 0.16497011482715607 (0.19628624308310197) | > loss_disc_real_5: 0.20558248460292816 (0.20535027407360884) | > loss_0: 2.090223550796509 (2.2114077064763307) | > grad_norm_0: tensor(26.4990, device='cuda:0') (tensor(22.3312, device='cuda:0')) | > loss_gen: 3.0005762577056885 (2.7613955474971363) | > loss_kl: 1.8058128356933594 (1.7211401742160997) | > loss_feat: 9.529228210449219 (8.256509478842288) | > loss_mel: 15.56312084197998 (13.183233771431308) | > loss_duration: 1.6657705307006836 (1.678403871950139) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.564510345458984 (27.600682866707277) | > grad_norm_1: tensor(650.0510, device='cuda:0') (tensor(461.5951, device='cuda:0')) | > current_lr_0: 0.0001932897258645477 | > current_lr_1: 0.0001932897258645477 | > step_time: 0.8103 (0.8497378508026681) | > loader_time: 0.0113 (0.010484965664617131)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3205621242523193 (2.3205621242523193) | > loss_disc_real_0: 0.15270769596099854 (0.15270769596099854) | > loss_disc_real_1: 0.20496608316898346 (0.20496608316898346) | > loss_disc_real_2: 0.22169271111488342 (0.22169271111488342) | > loss_disc_real_3: 0.2648959755897522 (0.2648959755897522) | > loss_disc_real_4: 0.21192018687725067 (0.21192018687725067) | > loss_disc_real_5: 0.2870553433895111 (0.2870553433895111) | > loss_0: 2.3205621242523193 (2.3205621242523193) | > loss_gen: 2.813356637954712 (2.813356637954712) | > loss_kl: 2.0238447189331055 (2.0238447189331055) | > loss_feat: 7.78925895690918 (7.78925895690918) | > loss_mel: 12.734406471252441 (12.734406471252441) | > loss_duration: 1.69244384765625 (1.69244384765625) | > loss_1: 27.05331039428711 (27.05331039428711)  --> STEP: 1 | > loss_disc: 2.1608333587646484 (2.1608333587646484) | > loss_disc_real_0: 0.13392476737499237 (0.13392476737499237) | > loss_disc_real_1: 0.19073541462421417 (0.19073541462421417) | > loss_disc_real_2: 0.2020426243543625 (0.2020426243543625) | > loss_disc_real_3: 0.2558307349681854 (0.2558307349681854) | > loss_disc_real_4: 0.24462200701236725 (0.24462200701236725) | > loss_disc_real_5: 0.2861931025981903 (0.2861931025981903) | > loss_0: 2.1608333587646484 (2.1608333587646484) | > loss_gen: 3.222576379776001 (3.222576379776001) | > loss_kl: 2.159881114959717 (2.159881114959717) | > loss_feat: 9.626381874084473 (9.626381874084473) | > loss_mel: 15.890693664550781 (15.890693664550781) | > loss_duration: 1.8067123889923096 (1.8067123889923096) | > loss_1: 32.70624542236328 (32.70624542236328)  --> STEP: 2 | > loss_disc: 2.2043399810791016 (2.182586669921875) | > loss_disc_real_0: 0.1638801544904709 (0.14890246093273163) | > loss_disc_real_1: 0.18436671793460846 (0.18755106627941132) | > loss_disc_real_2: 0.1967065930366516 (0.19937460869550705) | > loss_disc_real_3: 0.27232062816619873 (0.2640756815671921) | > loss_disc_real_4: 0.20971274375915527 (0.22716737538576126) | > loss_disc_real_5: 0.2690980136394501 (0.2776455581188202) | > loss_0: 2.2043399810791016 (2.182586669921875) | > loss_gen: 3.008526086807251 (3.115551233291626) | > loss_kl: 1.9101665019989014 (2.035023808479309) | > loss_feat: 8.379344940185547 (9.00286340713501) | > loss_mel: 13.698163032531738 (14.79442834854126) | > loss_duration: 1.845445156097412 (1.8260787725448608) | > loss_1: 28.841646194458008 (30.773945808410645)  --> STEP: 3 | > loss_disc: 2.3245632648468018 (2.229912201563517) | > loss_disc_real_0: 0.16486208140850067 (0.15422233442465463) | > loss_disc_real_1: 0.22105611860752106 (0.1987194170554479) | > loss_disc_real_2: 0.23543445765972137 (0.21139455835024515) | > loss_disc_real_3: 0.25333064794540405 (0.26049400369326275) | > loss_disc_real_4: 0.22403192520141602 (0.22612222532431284) | > loss_disc_real_5: 0.2729583978652954 (0.27608317136764526) | > loss_0: 2.3245632648468018 (2.229912201563517) | > loss_gen: 2.8780083656311035 (3.036370277404785) | > loss_kl: 1.8630276918411255 (1.9776917695999146) | > loss_feat: 6.94497537612915 (8.316900730133057) | > loss_mel: 11.704941749572754 (13.764599482218424) | > loss_duration: 1.8153048753738403 (1.822487473487854) | > loss_1: 25.20625877380371 (28.918050130208332)  --> STEP: 4 | > loss_disc: 2.2258212566375732 (2.2288894653320312) | > loss_disc_real_0: 0.12737391889095306 (0.14751023054122925) | > loss_disc_real_1: 0.20523840188980103 (0.20034916326403618) | > loss_disc_real_2: 0.19385497272014618 (0.2070096619427204) | > loss_disc_real_3: 0.23432165384292603 (0.25395091623067856) | > loss_disc_real_4: 0.21735434234142303 (0.2239302545785904) | > loss_disc_real_5: 0.2632465064525604 (0.27287400513887405) | > loss_0: 2.2258212566375732 (2.2288894653320312) | > loss_gen: 2.844402313232422 (2.9883782863616943) | > loss_kl: 1.9599806070327759 (1.9732639789581299) | > loss_feat: 8.740983963012695 (8.422921538352966) | > loss_mel: 13.552702903747559 (13.711625337600708) | > loss_duration: 1.7545700073242188 (1.8055081069469452) | > loss_1: 28.85264015197754 (28.901697635650635) --> EVAL PERFORMANCE | > avg_loader_time: 0.2807835340499878 (-0.005333364009857178) | > avg_loss_disc: 2.2288894653320312 (+0.01790100336074829) | > avg_loss_disc_real_0: 0.14751023054122925 (+0.003321683034300804) | > avg_loss_disc_real_1: 0.20034916326403618 (+0.01102868840098381) | > avg_loss_disc_real_2: 0.2070096619427204 (+0.07058436051011086) | > avg_loss_disc_real_3: 0.25395091623067856 (+0.08777474611997604) | > avg_loss_disc_real_4: 0.2239302545785904 (+0.002453841269016266) | > avg_loss_disc_real_5: 0.27287400513887405 (+0.06575919687747955) | > avg_loss_0: 2.2288894653320312 (+0.01790100336074829) | > avg_loss_gen: 2.9883782863616943 (+0.34588706493377686) | > avg_loss_kl: 1.9732639789581299 (+0.031201988458633423) | > avg_loss_feat: 8.422921538352966 (-0.96802818775177) | > avg_loss_mel: 13.711625337600708 (-1.0204722881317139) | > avg_loss_duration: 1.8055081069469452 (-0.0011506378650665283) | > avg_loss_1: 28.901697635650635 (-1.6125621795654297)  > EPOCH: 274/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 13:49:03)   --> TIME: 2025-05-10 13:49:37 -- STEP: 37/725 -- GLOBAL_STEP: 244550 | > loss_disc: 2.067775011062622 (2.226026135521966) | > loss_disc_real_0: 0.11855822056531906 (0.14340725017560496) | > loss_disc_real_1: 0.1722699999809265 (0.19363333929229426) | > loss_disc_real_2: 0.15192729234695435 (0.1883195292305302) | > loss_disc_real_3: 0.1875937581062317 (0.2053983420939059) | > loss_disc_real_4: 0.1689501255750656 (0.19614712612048998) | > loss_disc_real_5: 0.19710727035999298 (0.20716458357669212) | > loss_0: 2.067775011062622 (2.226026135521966) | > grad_norm_0: tensor(21.8420, device='cuda:0') (tensor(24.5579, device='cuda:0')) | > loss_gen: 2.982835531234741 (2.735568871369233) | > loss_kl: 1.7695029973983765 (1.6843208461194425) | > loss_feat: 9.994865417480469 (8.050458444131387) | > loss_mel: 15.095633506774902 (13.182270720198348) | > loss_duration: 1.6759275197982788 (1.6770789591041773) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.51876449584961 (27.329697480072845) | > grad_norm_1: tensor(522.2063, device='cuda:0') (tensor(465.4312, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8507 (0.8460056395144075) | > loader_time: 0.01 (0.009808211713223844)  --> TIME: 2025-05-10 13:50:20 -- STEP: 87/725 -- GLOBAL_STEP: 244600 | > loss_disc: 2.2611026763916016 (2.2102159056170225) | > loss_disc_real_0: 0.20296059548854828 (0.14103375161173706) | > loss_disc_real_1: 0.18423065543174744 (0.1915623346964518) | > loss_disc_real_2: 0.18806993961334229 (0.18815804675392722) | > loss_disc_real_3: 0.20659005641937256 (0.20420588330290784) | > loss_disc_real_4: 0.22943568229675293 (0.19654208592984868) | > loss_disc_real_5: 0.18457825481891632 (0.2067057754116497) | > loss_0: 2.2611026763916016 (2.2102159056170225) | > grad_norm_0: tensor(22.1867, device='cuda:0') (tensor(22.5465, device='cuda:0')) | > loss_gen: 2.775912046432495 (2.75487557498888) | > loss_kl: 1.730763554573059 (1.7044055078221463) | > loss_feat: 8.029275894165039 (8.18120846255072) | > loss_mel: 14.021027565002441 (13.230963750817313) | > loss_duration: 1.6586979627609253 (1.68002004870053) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.215675354003906 (27.551473069465022) | > grad_norm_1: tensor(465.9278, device='cuda:0') (tensor(440.9068, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8302 (0.8494639369263046) | > loader_time: 0.0091 (0.009934233522963245)  --> TIME: 2025-05-10 13:51:03 -- STEP: 137/725 -- GLOBAL_STEP: 244650 | > loss_disc: 2.0909812450408936 (2.209498864890885) | > loss_disc_real_0: 0.08258942514657974 (0.139608625947994) | > loss_disc_real_1: 0.16842471063137054 (0.19079789301774797) | > loss_disc_real_2: 0.1497405618429184 (0.1890571026036339) | > loss_disc_real_3: 0.1606767773628235 (0.20349783412296407) | > loss_disc_real_4: 0.1572289913892746 (0.19611649867827005) | > loss_disc_real_5: 0.17197297513484955 (0.20772898860656433) | > loss_0: 2.0909812450408936 (2.209498864890885) | > grad_norm_0: tensor(23.9421, device='cuda:0') (tensor(22.5720, device='cuda:0')) | > loss_gen: 2.898366928100586 (2.7585749330311797) | > loss_kl: 1.757358431816101 (1.715138984422614) | > loss_feat: 9.675420761108398 (8.234972563973303) | > loss_mel: 13.726542472839355 (13.239340761282149) | > loss_duration: 1.6750202178955078 (1.6795225030314314) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.732707977294922 (27.627549554309706) | > grad_norm_1: tensor(568.0306, device='cuda:0') (tensor(451.0038, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.818 (0.8499329612202888) | > loader_time: 0.009 (0.010004099268112738)  --> TIME: 2025-05-10 13:51:47 -- STEP: 187/725 -- GLOBAL_STEP: 244700 | > loss_disc: 2.374568462371826 (2.2063066640639692) | > loss_disc_real_0: 0.24534933269023895 (0.13934457413653) | > loss_disc_real_1: 0.20409248769283295 (0.19067502635366784) | > loss_disc_real_2: 0.21192330121994019 (0.18930424566574913) | > loss_disc_real_3: 0.16779017448425293 (0.20400702546943317) | > loss_disc_real_4: 0.21776045858860016 (0.1959709720337454) | > loss_disc_real_5: 0.18763932585716248 (0.20657469045350896) | > loss_0: 2.374568462371826 (2.2063066640639692) | > grad_norm_0: tensor(24.7931, device='cuda:0') (tensor(23.2384, device='cuda:0')) | > loss_gen: 2.493358612060547 (2.764168707444706) | > loss_kl: 1.7093918323516846 (1.7188977908323155) | > loss_feat: 6.74147367477417 (8.244532998232913) | > loss_mel: 10.74842643737793 (13.19582074211243) | > loss_duration: 1.6889317035675049 (1.6795360538411268) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.381582260131836 (27.60295622106542) | > grad_norm_1: tensor(505.0492, device='cuda:0') (tensor(462.5862, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8642 (0.8527524407534676) | > loader_time: 0.0097 (0.009925367997929374)  --> TIME: 2025-05-10 13:52:31 -- STEP: 237/725 -- GLOBAL_STEP: 244750 | > loss_disc: 2.066561222076416 (2.204465088462026) | > loss_disc_real_0: 0.1413765549659729 (0.1389590698895575) | > loss_disc_real_1: 0.20243683457374573 (0.1908342400054892) | > loss_disc_real_2: 0.1980392336845398 (0.18889609444493483) | > loss_disc_real_3: 0.16524748504161835 (0.20365377644446328) | > loss_disc_real_4: 0.1794249713420868 (0.1959526992799863) | > loss_disc_real_5: 0.2117731273174286 (0.20646348224662026) | > loss_0: 2.066561222076416 (2.204465088462026) | > grad_norm_0: tensor(35.9806, device='cuda:0') (tensor(23.2609, device='cuda:0')) | > loss_gen: 3.0005760192871094 (2.764937859547289) | > loss_kl: 1.8699668645858765 (1.726008011821956) | > loss_feat: 9.425766944885254 (8.257384137262266) | > loss_mel: 14.853056907653809 (13.189307538768913) | > loss_duration: 1.650254726409912 (1.6792219947662033) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.79962158203125 (27.616859500418233) | > grad_norm_1: tensor(677.0844, device='cuda:0') (tensor(471.4544, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8069 (0.8534114813502831) | > loader_time: 0.0097 (0.009962610051601746)  --> TIME: 2025-05-10 13:53:14 -- STEP: 287/725 -- GLOBAL_STEP: 244800 | > loss_disc: 2.260554075241089 (2.20682587025473) | > loss_disc_real_0: 0.24456892907619476 (0.13943515951625146) | > loss_disc_real_1: 0.18619510531425476 (0.19077387156179149) | > loss_disc_real_2: 0.20055906474590302 (0.18899422245366235) | > loss_disc_real_3: 0.19616129994392395 (0.20409068376968129) | > loss_disc_real_4: 0.20296522974967957 (0.19650152829258283) | > loss_disc_real_5: 0.23440171778202057 (0.2069892818919458) | > loss_0: 2.260554075241089 (2.20682587025473) | > grad_norm_0: tensor(41.8490, device='cuda:0') (tensor(23.2979, device='cuda:0')) | > loss_gen: 2.7406723499298096 (2.759097187361235) | > loss_kl: 1.6943790912628174 (1.722950593104346) | > loss_feat: 8.689984321594238 (8.242157628727288) | > loss_mel: 14.155311584472656 (13.189142193943784) | > loss_duration: 1.6691350936889648 (1.679861267684644) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.949481964111328 (27.593208864590842) | > grad_norm_1: tensor(574.3884, device='cuda:0') (tensor(472.8041, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8075 (0.8521917049062374) | > loader_time: 0.0096 (0.009976522432387077)  --> TIME: 2025-05-10 13:53:57 -- STEP: 337/725 -- GLOBAL_STEP: 244850 | > loss_disc: 2.209843158721924 (2.2080087230184313) | > loss_disc_real_0: 0.17175151407718658 (0.13967937956224205) | > loss_disc_real_1: 0.1994730532169342 (0.19075945227542343) | > loss_disc_real_2: 0.20131219923496246 (0.1887510057638237) | > loss_disc_real_3: 0.2079368382692337 (0.20411429883641377) | > loss_disc_real_4: 0.21172454953193665 (0.19695474264883503) | > loss_disc_real_5: 0.23061341047286987 (0.20677317426890934) | > loss_0: 2.209843158721924 (2.2080087230184313) | > grad_norm_0: tensor(32.0999, device='cuda:0') (tensor(22.4580, device='cuda:0')) | > loss_gen: 2.7746431827545166 (2.7556317093110567) | > loss_kl: 1.6678036451339722 (1.7233766642805377) | > loss_feat: 8.315164566040039 (8.23967809139444) | > loss_mel: 12.981727600097656 (13.167589071596414) | > loss_duration: 1.6634355783462524 (1.6791427008122295) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.402772903442383 (27.565418181150527) | > grad_norm_1: tensor(568.8952, device='cuda:0') (tensor(454.6794, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8615 (0.8521318131455328) | > loader_time: 0.0098 (0.009965134657455129)  --> TIME: 2025-05-10 13:54:40 -- STEP: 387/725 -- GLOBAL_STEP: 244900 | > loss_disc: 2.2157630920410156 (2.20773574178533) | > loss_disc_real_0: 0.15984340012073517 (0.13982702085137064) | > loss_disc_real_1: 0.23390017449855804 (0.19095146178583158) | > loss_disc_real_2: 0.1709510087966919 (0.18841174899453655) | > loss_disc_real_3: 0.21933655440807343 (0.20416299525157425) | > loss_disc_real_4: 0.19178947806358337 (0.1965352809321357) | > loss_disc_real_5: 0.22206781804561615 (0.20676108682648467) | > loss_0: 2.2157630920410156 (2.20773574178533) | > grad_norm_0: tensor(24.2616, device='cuda:0') (tensor(22.4070, device='cuda:0')) | > loss_gen: 2.821798324584961 (2.7578290476047393) | > loss_kl: 1.7025412321090698 (1.726460163599453) | > loss_feat: 8.478728294372559 (8.251380784875037) | > loss_mel: 14.0023832321167 (13.196501108411058) | > loss_duration: 1.7682504653930664 (1.6795602818176112) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.773700714111328 (27.611731334558133) | > grad_norm_1: tensor(461.8053, device='cuda:0') (tensor(452.0362, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8464 (0.852013755522341) | > loader_time: 0.0097 (0.009948360827542085)  --> TIME: 2025-05-10 13:55:23 -- STEP: 437/725 -- GLOBAL_STEP: 244950 | > loss_disc: 2.2158992290496826 (2.2069425653811163) | > loss_disc_real_0: 0.18247461318969727 (0.13981897179335692) | > loss_disc_real_1: 0.1747833788394928 (0.19088176738479323) | > loss_disc_real_2: 0.19355009496212006 (0.188346737036716) | > loss_disc_real_3: 0.19959259033203125 (0.2044048345470865) | > loss_disc_real_4: 0.19575798511505127 (0.1964610123184235) | > loss_disc_real_5: 0.21546998620033264 (0.20672820893796143) | > loss_0: 2.2158992290496826 (2.2069425653811163) | > grad_norm_0: tensor(27.4998, device='cuda:0') (tensor(22.0583, device='cuda:0')) | > loss_gen: 2.704408645629883 (2.7589830588421496) | > loss_kl: 1.9280920028686523 (1.7283350911238646) | > loss_feat: 8.730330467224121 (8.257876245599041) | > loss_mel: 14.067907333374023 (13.210177877674933) | > loss_duration: 1.6601566076278687 (1.6796130662106268) | > amp_scaler: 128.0 (255.70709382151028) | > loss_1: 29.09089469909668 (27.634985297440934) | > grad_norm_1: 0 (tensor(447.4043, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8738 (0.8512066834578526) | > loader_time: 0.0097 (0.009918195432056274)  --> TIME: 2025-05-10 13:56:06 -- STEP: 487/725 -- GLOBAL_STEP: 245000 | > loss_disc: 2.2758264541625977 (2.2063932511840734) | > loss_disc_real_0: 0.13463342189788818 (0.1398133556884417) | > loss_disc_real_1: 0.17647859454154968 (0.19073202028044445) | > loss_disc_real_2: 0.17427176237106323 (0.18823834999753225) | > loss_disc_real_3: 0.2219456285238266 (0.20424977510983938) | > loss_disc_real_4: 0.1913793385028839 (0.19626528544837202) | > loss_disc_real_5: 0.17701455950737 (0.20667819556391953) | > loss_0: 2.2758264541625977 (2.2063932511840734) | > grad_norm_0: tensor(10.5942, device='cuda:0') (tensor(22.3127, device='cuda:0')) | > loss_gen: 2.7019498348236084 (2.760904539781918) | > loss_kl: 1.7569491863250732 (1.7204527668884402) | > loss_feat: 7.804194927215576 (8.262002913614074) | > loss_mel: 12.285356521606445 (13.225501181898178) | > loss_duration: 1.667008399963379 (1.680115204572188) | > amp_scaler: 128.0 (242.59548254620123) | > loss_1: 26.215457916259766 (27.648976566855175) | > grad_norm_1: tensor(408.4985, device='cuda:0') (tensor(450.6935, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8168 (0.8508842583799264) | > loader_time: 0.0095 (0.009932679072542598) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_245000.pth  --> TIME: 2025-05-10 13:56:52 -- STEP: 537/725 -- GLOBAL_STEP: 245050 | > loss_disc: 2.294403314590454 (2.2069779103916654) | > loss_disc_real_0: 0.15669293701648712 (0.13974793137396294) | > loss_disc_real_1: 0.20477144420146942 (0.19089754763817215) | > loss_disc_real_2: 0.2014693170785904 (0.18859127161112138) | > loss_disc_real_3: 0.2204173505306244 (0.20439128652631233) | > loss_disc_real_4: 0.18409806489944458 (0.19651499379502554) | > loss_disc_real_5: 0.20937928557395935 (0.20657259950091722) | > loss_0: 2.294403314590454 (2.2069779103916654) | > grad_norm_0: tensor(18.4993, device='cuda:0') (tensor(22.2380, device='cuda:0')) | > loss_gen: 2.550783157348633 (2.760944800225938) | > loss_kl: 1.402652621269226 (1.716638992396591) | > loss_feat: 6.706293106079102 (8.261059801005784) | > loss_mel: 11.064180374145508 (13.244517679765018) | > loss_duration: 1.712592601776123 (1.6804262643863812) | > amp_scaler: 128.0 (231.92551210428306) | > loss_1: 23.43650245666504 (27.663587516912532) | > grad_norm_1: tensor(564.3126, device='cuda:0') (tensor(452.6358, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8402 (0.850052563171813) | > loader_time: 0.0092 (0.009927658173403036)  --> TIME: 2025-05-10 13:57:35 -- STEP: 587/725 -- GLOBAL_STEP: 245100 | > loss_disc: 2.189849853515625 (2.2069513594677725) | > loss_disc_real_0: 0.2331930547952652 (0.13994442239987584) | > loss_disc_real_1: 0.18192072212696075 (0.19096186777395935) | > loss_disc_real_2: 0.18221823871135712 (0.18856685937364825) | > loss_disc_real_3: 0.19623629748821259 (0.2042369120571843) | > loss_disc_real_4: 0.1992344707250595 (0.19660470531888477) | > loss_disc_real_5: 0.19629208743572235 (0.20638066845005174) | > loss_0: 2.189849853515625 (2.2069513594677725) | > grad_norm_0: tensor(29.3938, device='cuda:0') (tensor(22.4643, device='cuda:0')) | > loss_gen: 2.8546080589294434 (2.7641307909606456) | > loss_kl: 1.6369099617004395 (1.7161434381134066) | > loss_feat: 8.435080528259277 (8.275602146551588) | > loss_mel: 14.13325023651123 (13.255626127707698) | > loss_duration: 1.6472495794296265 (1.6799919115826865) | > amp_scaler: 128.0 (223.0732538330495) | > loss_1: 28.70709991455078 (27.69149439420164) | > grad_norm_1: tensor(552.4338, device='cuda:0') (tensor(454.0989, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8526 (0.8496191054836447) | > loader_time: 0.0101 (0.009888692852585642)  --> TIME: 2025-05-10 13:58:18 -- STEP: 637/725 -- GLOBAL_STEP: 245150 | > loss_disc: 2.2080798149108887 (2.2062926960515417) | > loss_disc_real_0: 0.15633971989154816 (0.13976069387732729) | > loss_disc_real_1: 0.1986956000328064 (0.19103188791679243) | > loss_disc_real_2: 0.18319138884544373 (0.18847444861706228) | > loss_disc_real_3: 0.21676649153232574 (0.20426889556917688) | > loss_disc_real_4: 0.18813833594322205 (0.19644610929994422) | > loss_disc_real_5: 0.1956353336572647 (0.20643668180825758) | > loss_0: 2.2080798149108887 (2.2062926960515417) | > grad_norm_0: tensor(29.7667, device='cuda:0') (tensor(22.4942, device='cuda:0')) | > loss_gen: 2.822770357131958 (2.7637060279936017) | > loss_kl: 1.7195937633514404 (1.714142145691338) | > loss_feat: 9.149383544921875 (8.267045377374998) | > loss_mel: 13.196372032165527 (13.237056738166276) | > loss_duration: 1.6501891613006592 (1.679896011270196) | > amp_scaler: 128.0 (215.61067503924656) | > loss_1: 28.53830909729004 (27.661846280659386) | > grad_norm_1: tensor(563.0146, device='cuda:0') (tensor(454.4922, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8481 (0.8491662997091584) | > loader_time: 0.009 (0.009858331650355169)  --> TIME: 2025-05-10 13:59:01 -- STEP: 687/725 -- GLOBAL_STEP: 245200 | > loss_disc: 2.1391987800598145 (2.2059680251228375) | > loss_disc_real_0: 0.15596230328083038 (0.1397121683131834) | > loss_disc_real_1: 0.20320717990398407 (0.19118783099161998) | > loss_disc_real_2: 0.17772291600704193 (0.1884339421857392) | > loss_disc_real_3: 0.19385883212089539 (0.2042774345720351) | > loss_disc_real_4: 0.1759893298149109 (0.19635337408973658) | > loss_disc_real_5: 0.19727621972560883 (0.20604748186672966) | > loss_0: 2.1391987800598145 (2.2059680251228375) | > grad_norm_0: tensor(28.7049, device='cuda:0') (tensor(22.8245, device='cuda:0')) | > loss_gen: 2.833738327026367 (2.7654080318051126) | > loss_kl: 1.6642597913742065 (1.7146812437923722) | > loss_feat: 8.660292625427246 (8.27281054450955) | > loss_mel: 12.479634284973145 (13.23509451048517) | > loss_duration: 1.6809666156768799 (1.679837567490434) | > amp_scaler: 128.0 (209.2343522561864) | > loss_1: 27.318893432617188 (27.667831881771615) | > grad_norm_1: tensor(511.6457, device='cuda:0') (tensor(456.1826, device='cuda:0')) | > current_lr_0: 0.00019326556464881463 | > current_lr_1: 0.00019326556464881463 | > step_time: 0.8485 (0.8483950900892677) | > loader_time: 0.0095 (0.009831507653648666)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1436259746551514 (2.1436259746551514) | > loss_disc_real_0: 0.15391035377979279 (0.15391035377979279) | > loss_disc_real_1: 0.16265320777893066 (0.16265320777893066) | > loss_disc_real_2: 0.19504640996456146 (0.19504640996456146) | > loss_disc_real_3: 0.18745632469654083 (0.18745632469654083) | > loss_disc_real_4: 0.19025787711143494 (0.19025787711143494) | > loss_disc_real_5: 0.19122770428657532 (0.19122770428657532) | > loss_0: 2.1436259746551514 (2.1436259746551514) | > loss_gen: 2.7165679931640625 (2.7165679931640625) | > loss_kl: 2.102173089981079 (2.102173089981079) | > loss_feat: 8.879124641418457 (8.879124641418457) | > loss_mel: 14.327856063842773 (14.327856063842773) | > loss_duration: 1.6982671022415161 (1.6982671022415161) | > loss_1: 29.723989486694336 (29.723989486694336)  --> STEP: 1 | > loss_disc: 2.200796365737915 (2.200796365737915) | > loss_disc_real_0: 0.12234878540039062 (0.12234878540039062) | > loss_disc_real_1: 0.1638745814561844 (0.1638745814561844) | > loss_disc_real_2: 0.22895483672618866 (0.22895483672618866) | > loss_disc_real_3: 0.1972433626651764 (0.1972433626651764) | > loss_disc_real_4: 0.18780861794948578 (0.18780861794948578) | > loss_disc_real_5: 0.21324624121189117 (0.21324624121189117) | > loss_0: 2.200796365737915 (2.200796365737915) | > loss_gen: 2.660644769668579 (2.660644769668579) | > loss_kl: 2.1289613246917725 (2.1289613246917725) | > loss_feat: 8.829910278320312 (8.829910278320312) | > loss_mel: 14.442986488342285 (14.442986488342285) | > loss_duration: 1.7956417798995972 (1.7956417798995972) | > loss_1: 29.858144760131836 (29.858144760131836)  --> STEP: 2 | > loss_disc: 2.174243688583374 (2.1875200271606445) | > loss_disc_real_0: 0.13216207921504974 (0.12725543230772018) | > loss_disc_real_1: 0.18805736303329468 (0.17596597224473953) | > loss_disc_real_2: 0.19075192511081696 (0.2098533809185028) | > loss_disc_real_3: 0.18106958270072937 (0.18915647268295288) | > loss_disc_real_4: 0.20646534860134125 (0.1971369832754135) | > loss_disc_real_5: 0.18794497847557068 (0.20059560984373093) | > loss_0: 2.174243688583374 (2.1875200271606445) | > loss_gen: 2.652219772338867 (2.656432271003723) | > loss_kl: 1.9681249856948853 (2.048543155193329) | > loss_feat: 9.187023162841797 (9.008466720581055) | > loss_mel: 14.383094787597656 (14.41304063796997) | > loss_duration: 1.8390130996704102 (1.8173274397850037) | > loss_1: 30.029476165771484 (29.94381046295166)  --> STEP: 3 | > loss_disc: 2.2860193252563477 (2.220353126525879) | > loss_disc_real_0: 0.13513001799583435 (0.12988029420375824) | > loss_disc_real_1: 0.18759407103061676 (0.17984200517336527) | > loss_disc_real_2: 0.19894205033779144 (0.20621627072493234) | > loss_disc_real_3: 0.22038400173187256 (0.19956564903259277) | > loss_disc_real_4: 0.1973063349723816 (0.19719343384106955) | > loss_disc_real_5: 0.21153339743614197 (0.20424153904120126) | > loss_0: 2.2860193252563477 (2.220353126525879) | > loss_gen: 2.5455477237701416 (2.619470755259196) | > loss_kl: 2.063584804534912 (2.05355703830719) | > loss_feat: 8.335408210754395 (8.784113883972168) | > loss_mel: 13.703153610229492 (14.176411628723145) | > loss_duration: 1.8179841041564941 (1.8175463279088337) | > loss_1: 28.46567726135254 (29.451099395751953)  --> STEP: 4 | > loss_disc: 2.268845558166504 (2.232476234436035) | > loss_disc_real_0: 0.13229739665985107 (0.13048456981778145) | > loss_disc_real_1: 0.2081782966852188 (0.18692607805132866) | > loss_disc_real_2: 0.17809735238552094 (0.1991865411400795) | > loss_disc_real_3: 0.20314855873584747 (0.20046137645840645) | > loss_disc_real_4: 0.19997364282608032 (0.19788848608732224) | > loss_disc_real_5: 0.1951821744441986 (0.2019766978919506) | > loss_0: 2.268845558166504 (2.232476234436035) | > loss_gen: 2.443758487701416 (2.575542688369751) | > loss_kl: 1.8711988925933838 (2.0079675018787384) | > loss_feat: 9.28742504119873 (8.909941673278809) | > loss_mel: 13.948368072509766 (14.1194007396698) | > loss_duration: 1.7425391674041748 (1.798794537782669) | > loss_1: 29.29328727722168 (29.411646366119385) --> EVAL PERFORMANCE | > avg_loader_time: 0.2792866826057434 (-0.0014968514442443848) | > avg_loss_disc: 2.232476234436035 (+0.0035867691040039062) | > avg_loss_disc_real_0: 0.13048456981778145 (-0.0170256607234478) | > avg_loss_disc_real_1: 0.18692607805132866 (-0.01342308521270752) | > avg_loss_disc_real_2: 0.1991865411400795 (-0.007823120802640915) | > avg_loss_disc_real_3: 0.20046137645840645 (-0.05348953977227211) | > avg_loss_disc_real_4: 0.19788848608732224 (-0.026041768491268158) | > avg_loss_disc_real_5: 0.2019766978919506 (-0.07089730724692345) | > avg_loss_0: 2.232476234436035 (+0.0035867691040039062) | > avg_loss_gen: 2.575542688369751 (-0.41283559799194336) | > avg_loss_kl: 2.0079675018787384 (+0.03470352292060852) | > avg_loss_feat: 8.909941673278809 (+0.4870201349258423) | > avg_loss_mel: 14.1194007396698 (+0.4077754020690918) | > avg_loss_duration: 1.798794537782669 (-0.006713569164276123) | > avg_loss_1: 29.411646366119385 (+0.50994873046875)  > EPOCH: 275/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 13:59:39)   --> TIME: 2025-05-10 13:59:52 -- STEP: 12/725 -- GLOBAL_STEP: 245250 | > loss_disc: 2.3353796005249023 (2.2120544711748757) | > loss_disc_real_0: 0.13701307773590088 (0.13364832289516923) | > loss_disc_real_1: 0.20959597826004028 (0.19797132536768913) | > loss_disc_real_2: 0.22583086788654327 (0.18287688617904982) | > loss_disc_real_3: 0.23109455406665802 (0.21149021883805594) | > loss_disc_real_4: 0.2037159651517868 (0.20015659059087434) | > loss_disc_real_5: 0.22248904407024384 (0.2101088985800743) | > loss_0: 2.3353796005249023 (2.2120544711748757) | > grad_norm_0: tensor(14.7986, device='cuda:0') (tensor(21.4083, device='cuda:0')) | > loss_gen: 2.651491403579712 (2.7673244078954062) | > loss_kl: 1.6581796407699585 (1.7678094108899434) | > loss_feat: 8.095340728759766 (8.214969237645468) | > loss_mel: 12.488700866699219 (12.994470755259195) | > loss_duration: 1.7032654285430908 (1.681655655304591) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.59697914123535 (27.42622963587443) | > grad_norm_1: tensor(391.9458, device='cuda:0') (tensor(454.2962, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8382 (0.8279035886128744) | > loader_time: 0.009 (0.009970227877298992)  --> TIME: 2025-05-10 14:00:35 -- STEP: 62/725 -- GLOBAL_STEP: 245300 | > loss_disc: 2.1942152976989746 (2.194013514826375) | > loss_disc_real_0: 0.10343016684055328 (0.14041398033019034) | > loss_disc_real_1: 0.1701119989156723 (0.1920522408139321) | > loss_disc_real_2: 0.19720633327960968 (0.1858460259053015) | > loss_disc_real_3: 0.19665485620498657 (0.20712969644415763) | > loss_disc_real_4: 0.21048839390277863 (0.19678175353234814) | > loss_disc_real_5: 0.19635653495788574 (0.20256324160483577) | > loss_0: 2.1942152976989746 (2.194013514826375) | > grad_norm_0: tensor(21.4203, device='cuda:0') (tensor(24.7268, device='cuda:0')) | > loss_gen: 2.6259853839874268 (2.807660848863663) | > loss_kl: 1.611875057220459 (1.7345761310669683) | > loss_feat: 7.933000087738037 (8.434633785678496) | > loss_mel: 13.219804763793945 (13.251222472037039) | > loss_duration: 1.711519718170166 (1.675316737544152) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.102184295654297 (27.903410080940493) | > grad_norm_1: tensor(567.8417, device='cuda:0') (tensor(480.4571, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8546 (0.8468478341256419) | > loader_time: 0.0102 (0.010048466344033518)  --> TIME: 2025-05-10 14:01:18 -- STEP: 112/725 -- GLOBAL_STEP: 245350 | > loss_disc: 2.3708033561706543 (2.213014966675213) | > loss_disc_real_0: 0.18872351944446564 (0.14288357286048783) | > loss_disc_real_1: 0.1947246938943863 (0.19205926465136663) | > loss_disc_real_2: 0.18664106726646423 (0.18778558208474097) | > loss_disc_real_3: 0.21475492417812347 (0.20607460330107383) | > loss_disc_real_4: 0.21289412677288055 (0.1975035084677594) | > loss_disc_real_5: 0.22637028992176056 (0.20554877365274088) | > loss_0: 2.3708033561706543 (2.213014966675213) | > grad_norm_0: tensor(23.7138, device='cuda:0') (tensor(21.8286, device='cuda:0')) | > loss_gen: 2.654071569442749 (2.7578108928033274) | > loss_kl: 1.6141515970230103 (1.7237622397286552) | > loss_feat: 7.103780269622803 (8.23312165481704) | > loss_mel: 11.568010330200195 (13.123158395290373) | > loss_duration: 1.6800696849822998 (1.6780816540122032) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.62008285522461 (27.51593487603324) | > grad_norm_1: tensor(490.5500, device='cuda:0') (tensor(430.0760, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8112 (0.8512736644063678) | > loader_time: 0.0105 (0.01012095383235386)  --> TIME: 2025-05-10 14:02:01 -- STEP: 162/725 -- GLOBAL_STEP: 245400 | > loss_disc: 2.188692808151245 (2.2097224350328792) | > loss_disc_real_0: 0.08384323120117188 (0.14221861379014125) | > loss_disc_real_1: 0.19927597045898438 (0.19175868858525788) | > loss_disc_real_2: 0.1892026662826538 (0.18877469840241073) | > loss_disc_real_3: 0.2167799323797226 (0.20604542090936942) | > loss_disc_real_4: 0.19656282663345337 (0.19713268346256685) | > loss_disc_real_5: 0.1881653368473053 (0.20490485806891948) | > loss_0: 2.188692808151245 (2.2097224350328792) | > grad_norm_0: tensor(25.3265, device='cuda:0') (tensor(22.0605, device='cuda:0')) | > loss_gen: 2.725158929824829 (2.761251888157408) | > loss_kl: 1.7647545337677002 (1.716080669267678) | > loss_feat: 7.958829402923584 (8.246842817023946) | > loss_mel: 13.19473934173584 (13.134927708425638) | > loss_duration: 1.6410577297210693 (1.679049438164558) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.2845401763916 (27.538152494548285) | > grad_norm_1: tensor(524.9946, device='cuda:0') (tensor(441.7315, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8265 (0.8465373398345194) | > loader_time: 0.0118 (0.010355872872435017)  --> TIME: 2025-05-10 14:02:44 -- STEP: 212/725 -- GLOBAL_STEP: 245450 | > loss_disc: 2.309044361114502 (2.216183899708514) | > loss_disc_real_0: 0.19007045030593872 (0.1434290144451947) | > loss_disc_real_1: 0.16796012222766876 (0.19265067064256045) | > loss_disc_real_2: 0.21635250747203827 (0.18930143377972108) | > loss_disc_real_3: 0.21902842819690704 (0.205851027566307) | > loss_disc_real_4: 0.18618489801883698 (0.19652331198723813) | > loss_disc_real_5: 0.20371490716934204 (0.2057523583325575) | > loss_0: 2.309044361114502 (2.216183899708514) | > grad_norm_0: tensor(31.3297, device='cuda:0') (tensor(22.1100, device='cuda:0')) | > loss_gen: 2.654203414916992 (2.758874165561963) | > loss_kl: 1.6016892194747925 (1.7142464765962564) | > loss_feat: 7.785943031311035 (8.201456378091057) | > loss_mel: 12.628636360168457 (13.099312013050293) | > loss_duration: 1.671069622039795 (1.6798598423319042) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.341543197631836 (27.45374882895992) | > grad_norm_1: tensor(561.9700, device='cuda:0') (tensor(443.7189, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8413 (0.8463091231741995) | > loader_time: 0.0097 (0.010309465651242243)  --> TIME: 2025-05-10 14:03:27 -- STEP: 262/725 -- GLOBAL_STEP: 245500 | > loss_disc: 2.2871954441070557 (2.215280207058855) | > loss_disc_real_0: 0.14862091839313507 (0.14204041216209642) | > loss_disc_real_1: 0.1891023963689804 (0.1927236627417667) | > loss_disc_real_2: 0.19210389256477356 (0.18920819012035858) | > loss_disc_real_3: 0.20337273180484772 (0.20585632142219834) | > loss_disc_real_4: 0.2128819078207016 (0.1967077383217011) | > loss_disc_real_5: 0.17504647374153137 (0.20560224348579653) | > loss_0: 2.2871954441070557 (2.215280207058855) | > grad_norm_0: tensor(17.8559, device='cuda:0') (tensor(21.9290, device='cuda:0')) | > loss_gen: 2.6305294036865234 (2.7570213534449795) | > loss_kl: 1.7453235387802124 (1.7092291253213665) | > loss_feat: 7.173440456390381 (8.191352735038935) | > loss_mel: 11.78591251373291 (13.108137014257997) | > loss_duration: 1.6735354661941528 (1.681215739432182) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.008743286132812 (27.446955950205567) | > grad_norm_1: tensor(86.2971, device='cuda:0') (tensor(446.3309, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8818 (0.8449505858748924) | > loader_time: 0.0105 (0.010300643571460523)  --> TIME: 2025-05-10 14:04:09 -- STEP: 312/725 -- GLOBAL_STEP: 245550 | > loss_disc: 2.1865313053131104 (2.2222798275641904) | > loss_disc_real_0: 0.127851203083992 (0.14296638342336962) | > loss_disc_real_1: 0.19535517692565918 (0.19328039703078764) | > loss_disc_real_2: 0.21389004588127136 (0.19028917466027628) | > loss_disc_real_3: 0.19288629293441772 (0.2056730369058175) | > loss_disc_real_4: 0.21015067398548126 (0.1973267502796191) | > loss_disc_real_5: 0.21111421287059784 (0.2058022500326235) | > loss_0: 2.1865313053131104 (2.2222798275641904) | > grad_norm_0: tensor(19.8591, device='cuda:0') (tensor(22.1129, device='cuda:0')) | > loss_gen: 2.771745204925537 (2.7494271130133874) | > loss_kl: 1.694145917892456 (1.7033133617578415) | > loss_feat: 8.571885108947754 (8.14745846161476) | > loss_mel: 13.682863235473633 (13.073845517941008) | > loss_duration: 1.680450677871704 (1.6804575289671237) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.401090621948242 (27.35450196877504) | > grad_norm_1: tensor(590.0914, device='cuda:0') (tensor(442.5314, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8254 (0.8442070996149992) | > loader_time: 0.0105 (0.010257975413249097)  --> TIME: 2025-05-10 14:04:52 -- STEP: 362/725 -- GLOBAL_STEP: 245600 | > loss_disc: 2.1298904418945312 (2.221045598140736) | > loss_disc_real_0: 0.09248174726963043 (0.14282723899045704) | > loss_disc_real_1: 0.20941711962223053 (0.1932191994473421) | > loss_disc_real_2: 0.19444352388381958 (0.19023565491095443) | > loss_disc_real_3: 0.21289454400539398 (0.20501758252882826) | > loss_disc_real_4: 0.1892096847295761 (0.19726490838586955) | > loss_disc_real_5: 0.18909871578216553 (0.20547170072629298) | > loss_0: 2.1298904418945312 (2.221045598140736) | > grad_norm_0: tensor(18.3876, device='cuda:0') (tensor(22.4202, device='cuda:0')) | > loss_gen: 2.997551679611206 (2.750904924961741) | > loss_kl: 1.6435253620147705 (1.7030473088032638) | > loss_feat: 9.311387062072754 (8.149003675629428) | > loss_mel: 14.991111755371094 (13.074997330238803) | > loss_duration: 1.6279360055923462 (1.679461633302889) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.571510314941406 (27.357414888413572) | > grad_norm_1: tensor(299.6745, device='cuda:0') (tensor(444.4519, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8164 (0.8441190225643348) | > loader_time: 0.0096 (0.010222116886581511)  --> TIME: 2025-05-10 14:05:35 -- STEP: 412/725 -- GLOBAL_STEP: 245650 | > loss_disc: 2.131093978881836 (2.2191326641341993) | > loss_disc_real_0: 0.09092133492231369 (0.14233057356430495) | > loss_disc_real_1: 0.21641680598258972 (0.1932038534975168) | > loss_disc_real_2: 0.18023653328418732 (0.18998260000377035) | > loss_disc_real_3: 0.18311744928359985 (0.20476047814037035) | > loss_disc_real_4: 0.16824637353420258 (0.19696214592572556) | > loss_disc_real_5: 0.1945798546075821 (0.20564077009709128) | > loss_0: 2.131093978881836 (2.2191326641341993) | > grad_norm_0: tensor(24.5395, device='cuda:0') (tensor(22.6386, device='cuda:0')) | > loss_gen: 2.8117411136627197 (2.754145254787887) | > loss_kl: 1.7347182035446167 (1.702689611796037) | > loss_feat: 9.165724754333496 (8.164564608370226) | > loss_mel: 13.645963668823242 (13.097356942093485) | > loss_duration: 1.6937987804412842 (1.6796584320299834) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.051944732666016 (27.39841489421511) | > grad_norm_1: tensor(481.8825, device='cuda:0') (tensor(442.6563, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8591 (0.8437555669580848) | > loader_time: 0.01 (0.010141293979385528)  --> TIME: 2025-05-10 14:06:18 -- STEP: 462/725 -- GLOBAL_STEP: 245700 | > loss_disc: 2.2129974365234375 (2.2172607916258085) | > loss_disc_real_0: 0.10540138185024261 (0.14188893158714505) | > loss_disc_real_1: 0.20181529223918915 (0.19305732091525935) | > loss_disc_real_2: 0.2227839231491089 (0.18992437554515296) | > loss_disc_real_3: 0.20528899133205414 (0.204699065745909) | > loss_disc_real_4: 0.1953705996274948 (0.19663030321979935) | > loss_disc_real_5: 0.20061826705932617 (0.20560630001288982) | > loss_0: 2.2129974365234375 (2.2172607916258085) | > grad_norm_0: tensor(22.2100, device='cuda:0') (tensor(22.6760, device='cuda:0')) | > loss_gen: 2.7883596420288086 (2.756566837236477) | > loss_kl: 1.7168883085250854 (1.7047421622585945) | > loss_feat: 8.063704490661621 (8.184840442814364) | > loss_mel: 13.776163101196289 (13.120969252152875) | > loss_duration: 1.7002345323562622 (1.6795864329709635) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.045351028442383 (27.446705194778772) | > grad_norm_1: tensor(647.4059, device='cuda:0') (tensor(444.8794, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.7795 (0.8432827290002401) | > loader_time: 0.0094 (0.01010477955723222)  --> TIME: 2025-05-10 14:07:01 -- STEP: 512/725 -- GLOBAL_STEP: 245750 | > loss_disc: 2.2033767700195312 (2.2194879492744777) | > loss_disc_real_0: 0.14488399028778076 (0.14191048932843853) | > loss_disc_real_1: 0.19037500023841858 (0.19304614514112475) | > loss_disc_real_2: 0.18644089996814728 (0.19031822416582153) | > loss_disc_real_3: 0.19067879021167755 (0.20478549113613553) | > loss_disc_real_4: 0.16286413371562958 (0.1968675007519778) | > loss_disc_real_5: 0.2107546478509903 (0.20592675794614473) | > loss_0: 2.2033767700195312 (2.2194879492744777) | > grad_norm_0: tensor(20.7922, device='cuda:0') (tensor(22.6965, device='cuda:0')) | > loss_gen: 2.7481024265289307 (2.754300186876206) | > loss_kl: 1.8478881120681763 (1.7080286175478254) | > loss_feat: 8.06924819946289 (8.175516659393915) | > loss_mel: 12.933048248291016 (13.121147079393266) | > loss_duration: 1.6390873193740845 (1.6801399705000222) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.237375259399414 (27.439132571220398) | > grad_norm_1: tensor(282.0711, device='cuda:0') (tensor(445.9882, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8388 (0.8431063247844577) | > loader_time: 0.0094 (0.010075898841023449)  --> TIME: 2025-05-10 14:07:43 -- STEP: 562/725 -- GLOBAL_STEP: 245800 | > loss_disc: 2.1510159969329834 (2.217142633483925) | > loss_disc_real_0: 0.1317012459039688 (0.14137912456781423) | > loss_disc_real_1: 0.19478614628314972 (0.19293886476140001) | > loss_disc_real_2: 0.17114877700805664 (0.19008463223421712) | > loss_disc_real_3: 0.19500024616718292 (0.2045594946451459) | > loss_disc_real_4: 0.1898563653230667 (0.1967518870516605) | > loss_disc_real_5: 0.1994009017944336 (0.20593966877757436) | > loss_0: 2.1510159969329834 (2.217142633483925) | > grad_norm_0: tensor(20.6724, device='cuda:0') (tensor(22.6231, device='cuda:0')) | > loss_gen: 2.89115571975708 (2.7584746435443686) | > loss_kl: 1.4881210327148438 (1.7106274741824417) | > loss_feat: 9.396502494812012 (8.190378596349976) | > loss_mel: 13.861869812011719 (13.147928497545234) | > loss_duration: 1.6546188592910767 (1.6802481533793792) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.292268753051758 (27.487657431605875) | > grad_norm_1: tensor(310.2431, device='cuda:0') (tensor(447.8145, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8681 (0.8427434217887416) | > loader_time: 0.0096 (0.01003830288652848)  --> TIME: 2025-05-10 14:08:26 -- STEP: 612/725 -- GLOBAL_STEP: 245850 | > loss_disc: 2.1513118743896484 (2.2157916039033623) | > loss_disc_real_0: 0.13010482490062714 (0.14129503078612626) | > loss_disc_real_1: 0.21284422278404236 (0.19287687995367567) | > loss_disc_real_2: 0.18258798122406006 (0.1899848220492501) | > loss_disc_real_3: 0.20436902344226837 (0.20467035504045833) | > loss_disc_real_4: 0.21822971105575562 (0.19654580505163077) | > loss_disc_real_5: 0.1821422427892685 (0.20586031458638848) | > loss_0: 2.1513118743896484 (2.2157916039033623) | > grad_norm_0: tensor(23.1943, device='cuda:0') (tensor(22.8083, device='cuda:0')) | > loss_gen: 3.092592477798462 (2.76292429367701) | > loss_kl: 1.65755295753479 (1.7113128884945041) | > loss_feat: 8.551408767700195 (8.212340850456092) | > loss_mel: 14.409592628479004 (13.169637084786402) | > loss_duration: 1.6173031330108643 (1.679833590594771) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.328449249267578 (27.53604877073003) | > grad_norm_1: tensor(570.6842, device='cuda:0') (tensor(453.3614, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8183 (0.8426249409033586) | > loader_time: 0.0093 (0.010019886337853728)  --> TIME: 2025-05-10 14:09:09 -- STEP: 662/725 -- GLOBAL_STEP: 245900 | > loss_disc: 2.1778404712677 (2.21664753403188) | > loss_disc_real_0: 0.13833574950695038 (0.14161698955738655) | > loss_disc_real_1: 0.17678691446781158 (0.1929467650428638) | > loss_disc_real_2: 0.1732388287782669 (0.18995443913871796) | > loss_disc_real_3: 0.21341672539710999 (0.20473503375431568) | > loss_disc_real_4: 0.1741010844707489 (0.19655897430062672) | > loss_disc_real_5: 0.17811167240142822 (0.2058374265889747) | > loss_0: 2.1778404712677 (2.21664753403188) | > grad_norm_0: tensor(19.6253, device='cuda:0') (tensor(23.0723, device='cuda:0')) | > loss_gen: 2.886509418487549 (2.763707098283792) | > loss_kl: 1.8399227857589722 (1.7120804934343183) | > loss_feat: 9.175707817077637 (8.210062762401614) | > loss_mel: 15.032445907592773 (13.169033197477859) | > loss_duration: 1.6953179836273193 (1.6802671418449302) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.62990379333496 (27.535150749805847) | > grad_norm_1: tensor(171.9845, device='cuda:0') (tensor(453.9430, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8573 (0.8421938491371826) | > loader_time: 0.0103 (0.010007362351316702)  --> TIME: 2025-05-10 14:09:52 -- STEP: 712/725 -- GLOBAL_STEP: 245950 | > loss_disc: 2.1251132488250732 (2.2155400111099297) | > loss_disc_real_0: 0.12349406629800797 (0.14159269387090798) | > loss_disc_real_1: 0.14230500161647797 (0.1927276037717132) | > loss_disc_real_2: 0.19346769154071808 (0.18974736265921868) | > loss_disc_real_3: 0.18985497951507568 (0.20467313667863946) | > loss_disc_real_4: 0.1925716996192932 (0.1964390444244898) | > loss_disc_real_5: 0.2172618806362152 (0.20600479213374384) | > loss_0: 2.1251132488250732 (2.2155400111099297) | > grad_norm_0: tensor(23.9401, device='cuda:0') (tensor(23.0459, device='cuda:0')) | > loss_gen: 2.883451223373413 (2.7634384394361704) | > loss_kl: 1.7845410108566284 (1.7144306131293265) | > loss_feat: 8.910505294799805 (8.220881190192834) | > loss_mel: 14.451336860656738 (13.176036080617578) | > loss_duration: 1.6602784395217896 (1.6799314358596045) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.690113067626953 (27.554717819342468) | > grad_norm_1: tensor(578.6832, device='cuda:0') (tensor(456.5505, device='cuda:0')) | > current_lr_0: 0.0001932414064532335 | > current_lr_1: 0.0001932414064532335 | > step_time: 0.8073 (0.8425642389259984) | > loader_time: 0.0098 (0.009989496362343264)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.110055446624756 (2.110055446624756) | > loss_disc_real_0: 0.1179581806063652 (0.1179581806063652) | > loss_disc_real_1: 0.19049367308616638 (0.19049367308616638) | > loss_disc_real_2: 0.1587056815624237 (0.1587056815624237) | > loss_disc_real_3: 0.22661079466342926 (0.22661079466342926) | > loss_disc_real_4: 0.25387346744537354 (0.25387346744537354) | > loss_disc_real_5: 0.25392788648605347 (0.25392788648605347) | > loss_0: 2.110055446624756 (2.110055446624756) | > loss_gen: 3.0318658351898193 (3.0318658351898193) | > loss_kl: 2.051173210144043 (2.051173210144043) | > loss_feat: 10.164081573486328 (10.164081573486328) | > loss_mel: 15.52202033996582 (15.52202033996582) | > loss_duration: 1.6953740119934082 (1.6953740119934082) | > loss_1: 32.464515686035156 (32.464515686035156)  --> STEP: 1 | > loss_disc: 2.258129596710205 (2.258129596710205) | > loss_disc_real_0: 0.14207123219966888 (0.14207123219966888) | > loss_disc_real_1: 0.21632391214370728 (0.21632391214370728) | > loss_disc_real_2: 0.1835002303123474 (0.1835002303123474) | > loss_disc_real_3: 0.22622175514698029 (0.22622175514698029) | > loss_disc_real_4: 0.25642114877700806 (0.25642114877700806) | > loss_disc_real_5: 0.25476381182670593 (0.25476381182670593) | > loss_0: 2.258129596710205 (2.258129596710205) | > loss_gen: 2.874096155166626 (2.874096155166626) | > loss_kl: 2.0415737628936768 (2.0415737628936768) | > loss_feat: 8.557841300964355 (8.557841300964355) | > loss_mel: 13.716641426086426 (13.716641426086426) | > loss_duration: 1.7954587936401367 (1.7954587936401367) | > loss_1: 28.985610961914062 (28.985610961914062)  --> STEP: 2 | > loss_disc: 2.3342092037200928 (2.296169400215149) | > loss_disc_real_0: 0.1577286273241043 (0.1498999297618866) | > loss_disc_real_1: 0.22236154973506927 (0.21934273093938828) | > loss_disc_real_2: 0.16504760086536407 (0.17427391558885574) | > loss_disc_real_3: 0.21910421550273895 (0.22266298532485962) | > loss_disc_real_4: 0.2467401921749115 (0.2515806704759598) | > loss_disc_real_5: 0.2558307349681854 (0.2552972733974457) | > loss_0: 2.3342092037200928 (2.296169400215149) | > loss_gen: 2.6163830757141113 (2.7452396154403687) | > loss_kl: 2.1230013370513916 (2.082287549972534) | > loss_feat: 6.4798665046691895 (7.5188539028167725) | > loss_mel: 11.648917198181152 (12.682779312133789) | > loss_duration: 1.8497192859649658 (1.8225890398025513) | > loss_1: 24.71788787841797 (26.851749420166016)  --> STEP: 3 | > loss_disc: 2.145742416381836 (2.2460270722707114) | > loss_disc_real_0: 0.11560488492250443 (0.13846824814875922) | > loss_disc_real_1: 0.2258283942937851 (0.22150461872418722) | > loss_disc_real_2: 0.1662435680627823 (0.17159713308016458) | > loss_disc_real_3: 0.22925135493278503 (0.22485910852750143) | > loss_disc_real_4: 0.2657707929611206 (0.25631071130434674) | > loss_disc_real_5: 0.26872628927230835 (0.2597736120223999) | > loss_0: 2.145742416381836 (2.2460270722707114) | > loss_gen: 3.0446341037750244 (2.8450377782185874) | > loss_kl: 1.9638032913208008 (2.042792797088623) | > loss_feat: 9.108368873596191 (8.048692226409912) | > loss_mel: 15.131570816040039 (13.499043146769205) | > loss_duration: 1.8205429315567017 (1.8219070037206013) | > loss_1: 31.068920135498047 (28.25747299194336)  --> STEP: 4 | > loss_disc: 2.154350996017456 (2.2231080532073975) | > loss_disc_real_0: 0.12519869208335876 (0.1351508591324091) | > loss_disc_real_1: 0.20669782161712646 (0.21780291944742203) | > loss_disc_real_2: 0.15862664580345154 (0.16835451126098633) | > loss_disc_real_3: 0.20321278274059296 (0.2194475270807743) | > loss_disc_real_4: 0.26191845536231995 (0.25771264731884) | > loss_disc_real_5: 0.2752494513988495 (0.2636425718665123) | > loss_0: 2.154350996017456 (2.2231080532073975) | > loss_gen: 3.0152676105499268 (2.887595236301422) | > loss_kl: 2.0091116428375244 (2.0343725085258484) | > loss_feat: 8.854147911071777 (8.250056147575378) | > loss_mel: 14.403878211975098 (13.725251913070679) | > loss_duration: 1.7656817436218262 (1.8078506886959076) | > loss_1: 30.04808807373047 (28.705126762390137) --> EVAL PERFORMANCE | > avg_loader_time: 0.29686814546585083 (+0.017581462860107422) | > avg_loss_disc: 2.2231080532073975 (-0.009368181228637695) | > avg_loss_disc_real_0: 0.1351508591324091 (+0.004666289314627647) | > avg_loss_disc_real_1: 0.21780291944742203 (+0.03087684139609337) | > avg_loss_disc_real_2: 0.16835451126098633 (-0.03083202987909317) | > avg_loss_disc_real_3: 0.2194475270807743 (+0.01898615062236786) | > avg_loss_disc_real_4: 0.25771264731884 (+0.05982416123151779) | > avg_loss_disc_real_5: 0.2636425718665123 (+0.06166587397456169) | > avg_loss_0: 2.2231080532073975 (-0.009368181228637695) | > avg_loss_gen: 2.887595236301422 (+0.31205254793167114) | > avg_loss_kl: 2.0343725085258484 (+0.026405006647109985) | > avg_loss_feat: 8.250056147575378 (-0.6598855257034302) | > avg_loss_mel: 13.725251913070679 (-0.3941488265991211) | > avg_loss_duration: 1.8078506886959076 (+0.009056150913238525) | > avg_loss_1: 28.705126762390137 (-0.706519603729248)  > EPOCH: 276/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 14:10:09)   --> TIME: 2025-05-10 14:10:43 -- STEP: 37/725 -- GLOBAL_STEP: 246000 | > loss_disc: 2.2182352542877197 (2.211217068337105) | > loss_disc_real_0: 0.18377257883548737 (0.13872389475236063) | > loss_disc_real_1: 0.18507669866085052 (0.1942416292590064) | > loss_disc_real_2: 0.17603835463523865 (0.19020168563804113) | > loss_disc_real_3: 0.21147097647190094 (0.2039845618041786) | > loss_disc_real_4: 0.2014281451702118 (0.19759463136260574) | > loss_disc_real_5: 0.1963375061750412 (0.20528210699558258) | > loss_0: 2.2182352542877197 (2.211217068337105) | > grad_norm_0: tensor(33.4447, device='cuda:0') (tensor(23.5134, device='cuda:0')) | > loss_gen: 2.831820249557495 (2.752479108604225) | > loss_kl: 1.7929065227508545 (1.7073448219814815) | > loss_feat: 8.431646347045898 (8.191312313079834) | > loss_mel: 12.634101867675781 (13.099943057910815) | > loss_duration: 1.6955657005310059 (1.6780156090452865) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.38603973388672 (27.429094778524863) | > grad_norm_1: tensor(468.3429, device='cuda:0') (tensor(500.4410, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8471 (0.850644962207691) | > loader_time: 0.0103 (0.010367805893356735) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_246000.pth  --> TIME: 2025-05-10 14:11:29 -- STEP: 87/725 -- GLOBAL_STEP: 246050 | > loss_disc: 2.0368895530700684 (2.2090957109955536) | > loss_disc_real_0: 0.07047820091247559 (0.14229422405190853) | > loss_disc_real_1: 0.17664135992527008 (0.1923423488249724) | > loss_disc_real_2: 0.17358557879924774 (0.18920321642667398) | > loss_disc_real_3: 0.18665723502635956 (0.20476803166427832) | > loss_disc_real_4: 0.18734225630760193 (0.19660144479110314) | > loss_disc_real_5: 0.19411464035511017 (0.2033734247944821) | > loss_0: 2.0368895530700684 (2.2090957109955536) | > grad_norm_0: tensor(11.2452, device='cuda:0') (tensor(24.8398, device='cuda:0')) | > loss_gen: 2.946233034133911 (2.759550376870166) | > loss_kl: 1.822971224784851 (1.7039535305965905) | > loss_feat: 9.82290267944336 (8.224768370047382) | > loss_mel: 15.825804710388184 (13.188736203073086) | > loss_duration: 1.6417770385742188 (1.6790926867517932) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.0596923828125 (27.556101174190125) | > grad_norm_1: tensor(285.8669, device='cuda:0') (tensor(484.3146, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8347 (0.8530774746818104) | > loader_time: 0.0093 (0.010275221419060366)  --> TIME: 2025-05-10 14:12:13 -- STEP: 137/725 -- GLOBAL_STEP: 246100 | > loss_disc: 2.223452568054199 (2.2114018158320956) | > loss_disc_real_0: 0.12333998829126358 (0.14049461467640248) | > loss_disc_real_1: 0.16597314178943634 (0.1919850928940042) | > loss_disc_real_2: 0.20166920125484467 (0.18964088996396447) | > loss_disc_real_3: 0.20184901356697083 (0.20476877515333414) | > loss_disc_real_4: 0.17429819703102112 (0.1968323914674076) | > loss_disc_real_5: 0.22480954229831696 (0.2058865545439894) | > loss_0: 2.223452568054199 (2.2114018158320956) | > grad_norm_0: tensor(18.8485, device='cuda:0') (tensor(23.1483, device='cuda:0')) | > loss_gen: 2.6570241451263428 (2.7471443858459916) | > loss_kl: 1.729130744934082 (1.7009177904059416) | > loss_feat: 8.008185386657715 (8.18280190446951) | > loss_mel: 12.421404838562012 (13.093793033683388) | > loss_duration: 1.6637797355651855 (1.6816130885242546) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.47952651977539 (27.406270298644568) | > grad_norm_1: tensor(348.8883, device='cuda:0') (tensor(465.7679, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8106 (0.8535628179564093) | > loader_time: 0.0096 (0.010099719040585261)  --> TIME: 2025-05-10 14:12:56 -- STEP: 187/725 -- GLOBAL_STEP: 246150 | > loss_disc: 2.2961180210113525 (2.211145453274567) | > loss_disc_real_0: 0.201673686504364 (0.14118105125299754) | > loss_disc_real_1: 0.19161637127399445 (0.19173291309632073) | > loss_disc_real_2: 0.21454350650310516 (0.18977797405923755) | > loss_disc_real_3: 0.22161512076854706 (0.20528899308513202) | > loss_disc_real_4: 0.1994706094264984 (0.19678845531481465) | > loss_disc_real_5: 0.18720638751983643 (0.20499232267950945) | > loss_0: 2.2961180210113525 (2.211145453274567) | > grad_norm_0: tensor(35.6232, device='cuda:0') (tensor(23.6848, device='cuda:0')) | > loss_gen: 2.740971088409424 (2.750384126755007) | > loss_kl: 1.6331218481063843 (1.6930204604398755) | > loss_feat: 7.710907459259033 (8.181981216777457) | > loss_mel: 12.39545726776123 (13.119508054804674) | > loss_duration: 1.7105624675750732 (1.6831424287296235) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.19101905822754 (27.428036378666675) | > grad_norm_1: tensor(634.6439, device='cuda:0') (tensor(472.2786, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8524 (0.8521329986857858) | > loader_time: 0.0098 (0.010069894280663145)  --> TIME: 2025-05-10 14:13:39 -- STEP: 237/725 -- GLOBAL_STEP: 246200 | > loss_disc: 2.2880587577819824 (2.216911085547271) | > loss_disc_real_0: 0.16233156621456146 (0.14112844384169285) | > loss_disc_real_1: 0.22070245444774628 (0.1919000729729857) | > loss_disc_real_2: 0.19412733614444733 (0.19009930084023297) | > loss_disc_real_3: 0.21264193952083588 (0.2056211023139552) | > loss_disc_real_4: 0.2161237597465515 (0.19752867255784282) | > loss_disc_real_5: 0.2559254467487335 (0.20685669251635105) | > loss_0: 2.2880587577819824 (2.216911085547271) | > grad_norm_0: tensor(25.4917, device='cuda:0') (tensor(23.4253, device='cuda:0')) | > loss_gen: 2.64882493019104 (2.7470968906386504) | > loss_kl: 1.986687421798706 (1.7013039201623776) | > loss_feat: 7.410938262939453 (8.175416984638588) | > loss_mel: 12.360991477966309 (13.105078157996326) | > loss_duration: 1.6569889783859253 (1.682551358822529) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.064430236816406 (27.41144736406672) | > grad_norm_1: tensor(420.1118, device='cuda:0') (tensor(457.2163, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8037 (0.8522714663155472) | > loader_time: 0.009 (0.010177684735648236)  --> TIME: 2025-05-10 14:14:22 -- STEP: 287/725 -- GLOBAL_STEP: 246250 | > loss_disc: 2.1723837852478027 (2.2187965680497843) | > loss_disc_real_0: 0.10499587655067444 (0.14145799991041955) | > loss_disc_real_1: 0.19515302777290344 (0.19165260072161508) | > loss_disc_real_2: 0.16252748668193817 (0.19036788682904393) | > loss_disc_real_3: 0.2244940549135208 (0.2055564139051305) | > loss_disc_real_4: 0.1690009981393814 (0.1972232301579951) | > loss_disc_real_5: 0.18457990884780884 (0.20692296803828317) | > loss_0: 2.1723837852478027 (2.2187965680497843) | > grad_norm_0: tensor(33.9221, device='cuda:0') (tensor(22.9964, device='cuda:0')) | > loss_gen: 2.823550224304199 (2.7421125858918316) | > loss_kl: 1.534949541091919 (1.7029822578828921) | > loss_feat: 8.200823783874512 (8.157779216766366) | > loss_mel: 13.66428279876709 (13.104568298685425) | > loss_duration: 1.6847058534622192 (1.6820979895076689) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.90831184387207 (27.38954035662609) | > grad_norm_1: tensor(393.5299, device='cuda:0') (tensor(453.5092, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8206 (0.8507554938153523) | > loader_time: 0.0094 (0.010107538010600551)  --> TIME: 2025-05-10 14:15:05 -- STEP: 337/725 -- GLOBAL_STEP: 246300 | > loss_disc: 2.1752707958221436 (2.2186505469087296) | > loss_disc_real_0: 0.13065199553966522 (0.14092315556564394) | > loss_disc_real_1: 0.1978742629289627 (0.19149332380790032) | > loss_disc_real_2: 0.1887163519859314 (0.19052989864915343) | > loss_disc_real_3: 0.23203054070472717 (0.20572130373217584) | > loss_disc_real_4: 0.18321464955806732 (0.19736190025282901) | > loss_disc_real_5: 0.19747470319271088 (0.20721260230512933) | > loss_0: 2.1752707958221436 (2.2186505469087296) | > grad_norm_0: tensor(50.8864, device='cuda:0') (tensor(22.8777, device='cuda:0')) | > loss_gen: 2.8625810146331787 (2.7454357104768397) | > loss_kl: 1.810502290725708 (1.7067702555868678) | > loss_feat: 9.055428504943848 (8.185714311345059) | > loss_mel: 14.55285358428955 (13.14428800362154) | > loss_duration: 1.6654300689697266 (1.6809645229701826) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.946796417236328 (27.46317283902042) | > grad_norm_1: tensor(874.8750, device='cuda:0') (tensor(457.8873, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.872 (0.8509110258311829) | > loader_time: 0.0098 (0.010096083762737691)  --> TIME: 2025-05-10 14:15:49 -- STEP: 387/725 -- GLOBAL_STEP: 246350 | > loss_disc: 2.2631723880767822 (2.214924803075864) | > loss_disc_real_0: 0.17841891944408417 (0.1406499102557661) | > loss_disc_real_1: 0.1852228194475174 (0.19103018334977695) | > loss_disc_real_2: 0.1935969591140747 (0.1901565224163292) | > loss_disc_real_3: 0.22965717315673828 (0.20533906782012268) | > loss_disc_real_4: 0.18494315445423126 (0.19724397388231543) | > loss_disc_real_5: 0.20127126574516296 (0.20713572908741562) | > loss_0: 2.2631723880767822 (2.214924803075864) | > grad_norm_0: tensor(32.1239, device='cuda:0') (tensor(23.1663, device='cuda:0')) | > loss_gen: 2.8382201194763184 (2.7530948259417722) | > loss_kl: 1.6633422374725342 (1.7080621639271427) | > loss_feat: 7.92060661315918 (8.210405873389837) | > loss_mel: 13.49317741394043 (13.188824104092227) | > loss_duration: 1.761134147644043 (1.6809377473146108) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.67647933959961 (27.54132476333501) | > grad_norm_1: tensor(130.9603, device='cuda:0') (tensor(462.8852, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8863 (0.8515073982012056) | > loader_time: 0.0096 (0.01007974425027537)  --> TIME: 2025-05-10 14:16:32 -- STEP: 437/725 -- GLOBAL_STEP: 246400 | > loss_disc: 2.1536498069763184 (2.2157534221762654) | > loss_disc_real_0: 0.13840608298778534 (0.14131079646556302) | > loss_disc_real_1: 0.179177388548851 (0.1910351754871604) | > loss_disc_real_2: 0.16279684007167816 (0.18963910717713206) | > loss_disc_real_3: 0.1997637003660202 (0.2053597852144416) | > loss_disc_real_4: 0.22510163486003876 (0.19719289792211436) | > loss_disc_real_5: 0.2569890320301056 (0.20729137377417065) | > loss_0: 2.1536498069763184 (2.2157534221762654) | > grad_norm_0: tensor(11.0610, device='cuda:0') (tensor(22.9954, device='cuda:0')) | > loss_gen: 2.8905794620513916 (2.7532853114523124) | > loss_kl: 1.7546306848526 (1.7098895570506223) | > loss_feat: 9.032737731933594 (8.21579169354124) | > loss_mel: 14.572189331054688 (13.195717968711591) | > loss_duration: 1.653062343597412 (1.6807396379160935) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.903200149536133 (27.555424207953628) | > grad_norm_1: tensor(143.5696, device='cuda:0') (tensor(452.8771, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8889 (0.8521690352284935) | > loader_time: 0.0123 (0.010052481286858534)  --> TIME: 2025-05-10 14:17:15 -- STEP: 487/725 -- GLOBAL_STEP: 246450 | > loss_disc: 2.2737820148468018 (2.216384108306446) | > loss_disc_real_0: 0.12081505358219147 (0.14120708820572647) | > loss_disc_real_1: 0.20296497642993927 (0.19105136060983982) | > loss_disc_real_2: 0.1917625069618225 (0.18961058318370178) | > loss_disc_real_3: 0.20218971371650696 (0.20557085383354515) | > loss_disc_real_4: 0.17993532121181488 (0.19715458469836378) | > loss_disc_real_5: 0.19080857932567596 (0.20725889075585707) | > loss_0: 2.2737820148468018 (2.216384108306446) | > grad_norm_0: tensor(16.6018, device='cuda:0') (tensor(22.7338, device='cuda:0')) | > loss_gen: 2.688084363937378 (2.7502932445714126) | > loss_kl: 1.83919095993042 (1.712136533470859) | > loss_feat: 7.66615104675293 (8.200392311848173) | > loss_mel: 11.707980155944824 (13.173414153974404) | > loss_duration: 1.668230414390564 (1.6811753690120377) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.56963539123535 (27.51741164910476) | > grad_norm_1: tensor(336.0249, device='cuda:0') (tensor(449.6558, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8102 (0.8516589513304786) | > loader_time: 0.0097 (0.01003243154568839)  --> TIME: 2025-05-10 14:17:58 -- STEP: 537/725 -- GLOBAL_STEP: 246500 | > loss_disc: 2.2237043380737305 (2.218292318020897) | > loss_disc_real_0: 0.13736902177333832 (0.14204044505482077) | > loss_disc_real_1: 0.21669159829616547 (0.19093251111787124) | > loss_disc_real_2: 0.21711914241313934 (0.18989917055965583) | > loss_disc_real_3: 0.2322864830493927 (0.20544529333016948) | > loss_disc_real_4: 0.1969922035932541 (0.19714121337376495) | > loss_disc_real_5: 0.23036430776119232 (0.20756865793655266) | > loss_0: 2.2237043380737305 (2.218292318020897) | > grad_norm_0: tensor(19.8395, device='cuda:0') (tensor(22.4370, device='cuda:0')) | > loss_gen: 2.688896894454956 (2.7482779549930805) | > loss_kl: 1.7988214492797852 (1.7122242628307096) | > loss_feat: 8.13770866394043 (8.190426776751025) | > loss_mel: 13.264242172241211 (13.16558104076421) | > loss_duration: 1.7117422819137573 (1.6814870483604445) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.601409912109375 (27.497997085031415) | > grad_norm_1: tensor(504.4621, device='cuda:0') (tensor(440.3152, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8463 (0.8508131308706557) | > loader_time: 0.0089 (0.01001248901338773)  --> TIME: 2025-05-10 14:18:41 -- STEP: 587/725 -- GLOBAL_STEP: 246550 | > loss_disc: 2.2669379711151123 (2.21706298709525) | > loss_disc_real_0: 0.12652109563350677 (0.1416983515074957) | > loss_disc_real_1: 0.2250393182039261 (0.1909170382524471) | > loss_disc_real_2: 0.1906978040933609 (0.18980156674701884) | > loss_disc_real_3: 0.2244996279478073 (0.2053952008942729) | > loss_disc_real_4: 0.21400171518325806 (0.19702329206101124) | > loss_disc_real_5: 0.2259400188922882 (0.2072219496792789) | > loss_0: 2.2669379711151123 (2.21706298709525) | > grad_norm_0: tensor(25.2870, device='cuda:0') (tensor(22.3066, device='cuda:0')) | > loss_gen: 2.8087127208709717 (2.751150365988686) | > loss_kl: 1.647803544998169 (1.7145410138459996) | > loss_feat: 7.841592788696289 (8.205227595984027) | > loss_mel: 12.35777759552002 (13.180900775188082) | > loss_duration: 1.664696216583252 (1.6809105146073402) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.320581436157227 (27.53273026500487) | > grad_norm_1: tensor(680.4867, device='cuda:0') (tensor(441.2132, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.856 (0.8505053146531266) | > loader_time: 0.0095 (0.009995034849826483)  --> TIME: 2025-05-10 14:19:24 -- STEP: 637/725 -- GLOBAL_STEP: 246600 | > loss_disc: 2.1897966861724854 (2.2159284134300385) | > loss_disc_real_0: 0.13465727865695953 (0.14122597466177633) | > loss_disc_real_1: 0.1672409176826477 (0.19112825421748006) | > loss_disc_real_2: 0.17338968813419342 (0.18961660872729652) | > loss_disc_real_3: 0.164747416973114 (0.20537140053145747) | > loss_disc_real_4: 0.17359408736228943 (0.19708483021712184) | > loss_disc_real_5: 0.212670236825943 (0.20692601184736437) | > loss_0: 2.1897966861724854 (2.2159284134300385) | > grad_norm_0: tensor(30.8304, device='cuda:0') (tensor(22.3671, device='cuda:0')) | > loss_gen: 2.8907644748687744 (2.7530824625323698) | > loss_kl: 1.8655674457550049 (1.7164324731617184) | > loss_feat: 9.27917766571045 (8.212171401857773) | > loss_mel: 14.064180374145508 (13.183937071256773) | > loss_duration: 1.647415041923523 (1.6807328820041434) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.74710464477539 (27.546356288005633) | > grad_norm_1: tensor(287.2043, device='cuda:0') (tensor(443.6239, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8427 (0.8499245972985187) | > loader_time: 0.0094 (0.009983327362563583)  --> TIME: 2025-05-10 14:20:07 -- STEP: 687/725 -- GLOBAL_STEP: 246650 | > loss_disc: 2.1028950214385986 (2.214468202910221) | > loss_disc_real_0: 0.07377137988805771 (0.1409380607513014) | > loss_disc_real_1: 0.19759346544742584 (0.19109149420365495) | > loss_disc_real_2: 0.18769471347332 (0.18955408359892678) | > loss_disc_real_3: 0.19231104850769043 (0.205311600449651) | > loss_disc_real_4: 0.18584562838077545 (0.19696212970967542) | > loss_disc_real_5: 0.16381952166557312 (0.20674304314922912) | > loss_0: 2.1028950214385986 (2.214468202910221) | > grad_norm_0: tensor(60.0569, device='cuda:0') (tensor(22.6384, device='cuda:0')) | > loss_gen: 3.0423755645751953 (2.755429740208902) | > loss_kl: 1.7674450874328613 (1.717057397098347) | > loss_feat: 10.015671730041504 (8.22212256024846) | > loss_mel: 13.845592498779297 (13.188389515772657) | > loss_duration: 1.701549768447876 (1.6805997651390288) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.372634887695312 (27.563598971526513) | > grad_norm_1: tensor(714.5538, device='cuda:0') (tensor(451.1810, device='cuda:0')) | > current_lr_0: 0.00019321725127742685 | > current_lr_1: 0.00019321725127742685 | > step_time: 0.8429 (0.8490717792788619) | > loader_time: 0.0095 (0.009987062762397867)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.273977756500244 (2.273977756500244) | > loss_disc_real_0: 0.1485847681760788 (0.1485847681760788) | > loss_disc_real_1: 0.15787193179130554 (0.15787193179130554) | > loss_disc_real_2: 0.20769309997558594 (0.20769309997558594) | > loss_disc_real_3: 0.19908592104911804 (0.19908592104911804) | > loss_disc_real_4: 0.2356787770986557 (0.2356787770986557) | > loss_disc_real_5: 0.2616312503814697 (0.2616312503814697) | > loss_0: 2.273977756500244 (2.273977756500244) | > loss_gen: 2.7316055297851562 (2.7316055297851562) | > loss_kl: 2.0106558799743652 (2.0106558799743652) | > loss_feat: 7.891230583190918 (7.891230583190918) | > loss_mel: 12.951966285705566 (12.951966285705566) | > loss_duration: 1.6997122764587402 (1.6997122764587402) | > loss_1: 27.28516960144043 (27.28516960144043)  --> STEP: 1 | > loss_disc: 2.1747093200683594 (2.1747093200683594) | > loss_disc_real_0: 0.12016117572784424 (0.12016117572784424) | > loss_disc_real_1: 0.14621327817440033 (0.14621327817440033) | > loss_disc_real_2: 0.20627175271511078 (0.20627175271511078) | > loss_disc_real_3: 0.20524810254573822 (0.20524810254573822) | > loss_disc_real_4: 0.21752813458442688 (0.21752813458442688) | > loss_disc_real_5: 0.27412301301956177 (0.27412301301956177) | > loss_0: 2.1747093200683594 (2.1747093200683594) | > loss_gen: 2.8685669898986816 (2.8685669898986816) | > loss_kl: 2.2188985347747803 (2.2188985347747803) | > loss_feat: 8.632607460021973 (8.632607460021973) | > loss_mel: 14.884668350219727 (14.884668350219727) | > loss_duration: 1.7926188707351685 (1.7926188707351685) | > loss_1: 30.397361755371094 (30.397361755371094)  --> STEP: 2 | > loss_disc: 2.1812186241149902 (2.177963972091675) | > loss_disc_real_0: 0.1299700289964676 (0.12506560236215591) | > loss_disc_real_1: 0.15280559659004211 (0.14950943738222122) | > loss_disc_real_2: 0.21489141881465912 (0.21058158576488495) | > loss_disc_real_3: 0.18906009197235107 (0.19715409725904465) | > loss_disc_real_4: 0.23621055483818054 (0.2268693447113037) | > loss_disc_real_5: 0.26407390832901 (0.2690984606742859) | > loss_0: 2.1812186241149902 (2.177963972091675) | > loss_gen: 2.907258987426758 (2.8879129886627197) | > loss_kl: 1.9725693464279175 (2.095733940601349) | > loss_feat: 8.052709579467773 (8.342658519744873) | > loss_mel: 13.764958381652832 (14.32481336593628) | > loss_duration: 1.8370988368988037 (1.814858853816986) | > loss_1: 28.534595489501953 (29.465978622436523)  --> STEP: 3 | > loss_disc: 2.252101182937622 (2.2026763757069907) | > loss_disc_real_0: 0.1260751336812973 (0.12540211280186972) | > loss_disc_real_1: 0.17352376878261566 (0.15751421451568604) | > loss_disc_real_2: 0.20849253237247467 (0.2098852346340815) | > loss_disc_real_3: 0.1971050500869751 (0.19713774820168814) | > loss_disc_real_4: 0.2256491333246231 (0.22646260758241019) | > loss_disc_real_5: 0.2561121881008148 (0.26476970314979553) | > loss_0: 2.252101182937622 (2.2026763757069907) | > loss_gen: 2.7593727111816406 (2.84506622950236) | > loss_kl: 1.8559659719467163 (2.015811284383138) | > loss_feat: 8.260954856872559 (8.315423965454102) | > loss_mel: 13.283166885375977 (13.977597872416178) | > loss_duration: 1.8084107637405396 (1.8127094904581706) | > loss_1: 27.967870712280273 (28.966609319051106)  --> STEP: 4 | > loss_disc: 2.1816890239715576 (2.1974295377731323) | > loss_disc_real_0: 0.13153424859046936 (0.12693514674901962) | > loss_disc_real_1: 0.16855494678020477 (0.16027439758181572) | > loss_disc_real_2: 0.17663443088531494 (0.20157253369688988) | > loss_disc_real_3: 0.1716155707836151 (0.19075720384716988) | > loss_disc_real_4: 0.2332245260477066 (0.22815308719873428) | > loss_disc_real_5: 0.28089550137519836 (0.26880115270614624) | > loss_0: 2.1816890239715576 (2.1974295377731323) | > loss_gen: 2.8547234535217285 (2.847480535507202) | > loss_kl: 1.6858640909194946 (1.9333244860172272) | > loss_feat: 8.102398872375488 (8.262167692184448) | > loss_mel: 13.694698333740234 (13.906872987747192) | > loss_duration: 1.7545794248580933 (1.7981769740581512) | > loss_1: 28.09226417541504 (28.74802303314209) --> EVAL PERFORMANCE | > avg_loader_time: 0.28040486574172974 (-0.016463279724121094) | > avg_loss_disc: 2.1974295377731323 (-0.025678515434265137) | > avg_loss_disc_real_0: 0.12693514674901962 (-0.008215712383389473) | > avg_loss_disc_real_1: 0.16027439758181572 (-0.05752852186560631) | > avg_loss_disc_real_2: 0.20157253369688988 (+0.03321802243590355) | > avg_loss_disc_real_3: 0.19075720384716988 (-0.02869032323360443) | > avg_loss_disc_real_4: 0.22815308719873428 (-0.029559560120105743) | > avg_loss_disc_real_5: 0.26880115270614624 (+0.005158580839633942) | > avg_loss_0: 2.1974295377731323 (-0.025678515434265137) | > avg_loss_gen: 2.847480535507202 (-0.04011470079421997) | > avg_loss_kl: 1.9333244860172272 (-0.10104802250862122) | > avg_loss_feat: 8.262167692184448 (+0.012111544609069824) | > avg_loss_mel: 13.906872987747192 (+0.18162107467651367) | > avg_loss_duration: 1.7981769740581512 (-0.009673714637756348) | > avg_loss_1: 28.74802303314209 (+0.042896270751953125)  > EPOCH: 277/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 14:20:46)   --> TIME: 2025-05-10 14:20:58 -- STEP: 12/725 -- GLOBAL_STEP: 246700 | > loss_disc: 2.3499011993408203 (2.1833702524503074) | > loss_disc_real_0: 0.1590929925441742 (0.13460301173230013) | > loss_disc_real_1: 0.1920405477285385 (0.1938299722969532) | > loss_disc_real_2: 0.20348067581653595 (0.18331800028681755) | > loss_disc_real_3: 0.20128032565116882 (0.19725100323557854) | > loss_disc_real_4: 0.24078978598117828 (0.19984846065441766) | > loss_disc_real_5: 0.21180176734924316 (0.20542437583208084) | > loss_0: 2.3499011993408203 (2.1833702524503074) | > grad_norm_0: tensor(22.9972, device='cuda:0') (tensor(21.2269, device='cuda:0')) | > loss_gen: 2.4920687675476074 (2.805116355419159) | > loss_kl: 1.7349274158477783 (1.7298528750737507) | > loss_feat: 6.5685577392578125 (8.164609948794046) | > loss_mel: 11.324527740478516 (13.413200775782267) | > loss_duration: 1.6970775127410889 (1.6771247585614522) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.81715965270996 (27.789904753367107) | > grad_norm_1: tensor(497.7854, device='cuda:0') (tensor(482.4394, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8374 (0.8227748076121012) | > loader_time: 0.0085 (0.009385406970977783)  --> TIME: 2025-05-10 14:21:41 -- STEP: 62/725 -- GLOBAL_STEP: 246750 | > loss_disc: 2.2501516342163086 (2.212998599775375) | > loss_disc_real_0: 0.09513185173273087 (0.13953294016180504) | > loss_disc_real_1: 0.16549308598041534 (0.19369240033049737) | > loss_disc_real_2: 0.15149831771850586 (0.18872089539804765) | > loss_disc_real_3: 0.2078128308057785 (0.20534657975358347) | > loss_disc_real_4: 0.18472103774547577 (0.1970292130304921) | > loss_disc_real_5: 0.1601247638463974 (0.204575069008335) | > loss_0: 2.2501516342163086 (2.212998599775375) | > grad_norm_0: tensor(13.8088, device='cuda:0') (tensor(23.4406, device='cuda:0')) | > loss_gen: 2.693002939224243 (2.7671755129291165) | > loss_kl: 1.5481486320495605 (1.7071797059428306) | > loss_feat: 8.779031753540039 (8.260248930223527) | > loss_mel: 13.237663269042969 (13.261513863840412) | > loss_duration: 1.7249003648757935 (1.6734071623894475) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.98274803161621 (27.669524992665938) | > grad_norm_1: tensor(352.9015, device='cuda:0') (tensor(492.7242, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8434 (0.8451528741467383) | > loader_time: 0.0104 (0.009799084355754236)  --> TIME: 2025-05-10 14:22:25 -- STEP: 112/725 -- GLOBAL_STEP: 246800 | > loss_disc: 2.2209091186523438 (2.2028201829109877) | > loss_disc_real_0: 0.13854137063026428 (0.1394764576107264) | > loss_disc_real_1: 0.16369232535362244 (0.1918018582676138) | > loss_disc_real_2: 0.1756487637758255 (0.1885417742388589) | > loss_disc_real_3: 0.19107918441295624 (0.20441652262317284) | > loss_disc_real_4: 0.20516227185726166 (0.1970137641099947) | > loss_disc_real_5: 0.21806074678897858 (0.20353720377066306) | > loss_0: 2.2209091186523438 (2.2028201829109877) | > grad_norm_0: tensor(27.2349, device='cuda:0') (tensor(23.5385, device='cuda:0')) | > loss_gen: 2.7835593223571777 (2.7746167608669823) | > loss_kl: 1.5083134174346924 (1.7044558642166001) | > loss_feat: 8.242574691772461 (8.27381428650448) | > loss_mel: 13.21691608428955 (13.264756270817347) | > loss_duration: 1.6990689039230347 (1.679959888969149) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.45043182373047 (27.69760297025953) | > grad_norm_1: tensor(654.0917, device='cuda:0') (tensor(499.0094, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8314 (0.8467303173882621) | > loader_time: 0.0104 (0.009762455310140333)  --> TIME: 2025-05-10 14:23:08 -- STEP: 162/725 -- GLOBAL_STEP: 246850 | > loss_disc: 2.106206178665161 (2.200412221160936) | > loss_disc_real_0: 0.08430856466293335 (0.1388079814244936) | > loss_disc_real_1: 0.16154734790325165 (0.19123863336848626) | > loss_disc_real_2: 0.1935286521911621 (0.18792962687618933) | > loss_disc_real_3: 0.2102242112159729 (0.20453789784216586) | > loss_disc_real_4: 0.16852501034736633 (0.19608636053256046) | > loss_disc_real_5: 0.20003478229045868 (0.2044054247714854) | > loss_0: 2.106206178665161 (2.200412221160936) | > grad_norm_0: tensor(19.7645, device='cuda:0') (tensor(22.7555, device='cuda:0')) | > loss_gen: 3.0825631618499756 (2.771648014033283) | > loss_kl: 1.8440673351287842 (1.6959680502797354) | > loss_feat: 9.599065780639648 (8.276596972971797) | > loss_mel: 15.367526054382324 (13.23019970787896) | > loss_duration: 1.6328723430633545 (1.6807780361469882) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.526094436645508 (27.65519075040464) | > grad_norm_1: tensor(619.9741, device='cuda:0') (tensor(479.7139, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8214 (0.8463697021390185) | > loader_time: 0.0104 (0.00983284285039077)  --> TIME: 2025-05-10 14:23:51 -- STEP: 212/725 -- GLOBAL_STEP: 246900 | > loss_disc: 2.0802993774414062 (2.2027522938431434) | > loss_disc_real_0: 0.13653996586799622 (0.13958345360632213) | > loss_disc_real_1: 0.17687641084194183 (0.19107519954724136) | > loss_disc_real_2: 0.16888044774532318 (0.18817011442668033) | > loss_disc_real_3: 0.1997164785861969 (0.20434705371845444) | > loss_disc_real_4: 0.22726386785507202 (0.1969749596461935) | > loss_disc_real_5: 0.1645076870918274 (0.2037938791766481) | > loss_0: 2.0802993774414062 (2.2027522938431434) | > grad_norm_0: tensor(23.9904, device='cuda:0') (tensor(23.3157, device='cuda:0')) | > loss_gen: 2.883960247039795 (2.771502336241166) | > loss_kl: 1.7853680849075317 (1.7039930876695888) | > loss_feat: 9.201289176940918 (8.28974188048886) | > loss_mel: 13.452649116516113 (13.229037248863364) | > loss_duration: 1.6877087354660034 (1.6809912239605527) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.010974884033203 (27.675265735050417) | > grad_norm_1: tensor(465.3054, device='cuda:0') (tensor(471.0331, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8417 (0.8474200120512044) | > loader_time: 0.0095 (0.00981370682986277)  --> TIME: 2025-05-10 14:24:34 -- STEP: 262/725 -- GLOBAL_STEP: 246950 | > loss_disc: 2.322138786315918 (2.2019099593162528) | > loss_disc_real_0: 0.16553734242916107 (0.13902267011749836) | > loss_disc_real_1: 0.21633532643318176 (0.1913490074167725) | > loss_disc_real_2: 0.1798972338438034 (0.18857087462230493) | > loss_disc_real_3: 0.182021826505661 (0.2044051132584346) | > loss_disc_real_4: 0.19059154391288757 (0.1964950623516818) | > loss_disc_real_5: 0.27695855498313904 (0.2042713615730518) | > loss_0: 2.322138786315918 (2.2019099593162528) | > grad_norm_0: tensor(41.1592, device='cuda:0') (tensor(22.8767, device='cuda:0')) | > loss_gen: 2.5418026447296143 (2.771454877525797) | > loss_kl: 1.8722193241119385 (1.7091118015405788) | > loss_feat: 7.02037239074707 (8.299100186078613) | > loss_mel: 11.909427642822266 (13.227197774493968) | > loss_duration: 1.6776740550994873 (1.681499008003992) | > amp_scaler: 256.0 (128.4885496183206) | > loss_1: 25.021495819091797 (27.68836363581301) | > grad_norm_1: tensor(512.8690, device='cuda:0') (tensor(473.5447, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.883 (0.8472664692929683) | > loader_time: 0.0106 (0.00987721581495445)  --> TIME: 2025-05-10 14:25:17 -- STEP: 312/725 -- GLOBAL_STEP: 247000 | > loss_disc: 2.3433892726898193 (2.2044624040524163) | > loss_disc_real_0: 0.17610029876232147 (0.13926185858555326) | > loss_disc_real_1: 0.21942846477031708 (0.19151405999675783) | > loss_disc_real_2: 0.19004476070404053 (0.18898976360185027) | > loss_disc_real_3: 0.22231332957744598 (0.2047668089373754) | > loss_disc_real_4: 0.19993503391742706 (0.19631622397364717) | > loss_disc_real_5: 0.22566092014312744 (0.2046882957697678) | > loss_0: 2.3433892726898193 (2.2044624040524163) | > grad_norm_0: tensor(17.7973, device='cuda:0') (tensor(23.3212, device='cuda:0')) | > loss_gen: 2.502720355987549 (2.7728447027695493) | > loss_kl: 1.7580722570419312 (1.7067337364722528) | > loss_feat: 6.845188140869141 (8.292967617511753) | > loss_mel: 11.881040573120117 (13.216257428511595) | > loss_duration: 1.6836209297180176 (1.6809662507894707) | > amp_scaler: 256.0 (148.92307692307688) | > loss_1: 24.67064094543457 (27.669769690586975) | > grad_norm_1: tensor(400.7034, device='cuda:0') (tensor(471.8786, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8451 (0.8469861279695462) | > loader_time: 0.013 (0.009911951346275134) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_247000.pth  --> TIME: 2025-05-10 14:26:03 -- STEP: 362/725 -- GLOBAL_STEP: 247050 | > loss_disc: 2.3477182388305664 (2.2074548157539153) | > loss_disc_real_0: 0.11804784089326859 (0.13938324929353937) | > loss_disc_real_1: 0.18591611087322235 (0.19154729607684837) | > loss_disc_real_2: 0.206460639834404 (0.1893784601385422) | > loss_disc_real_3: 0.20632915198802948 (0.20509067914597895) | > loss_disc_real_4: 0.22093680500984192 (0.1964944102158204) | > loss_disc_real_5: 0.21697720885276794 (0.20505954415758662) | > loss_0: 2.3477182388305664 (2.2074548157539153) | > grad_norm_0: tensor(8.9325, device='cuda:0') (tensor(23.0946, device='cuda:0')) | > loss_gen: 2.450093984603882 (2.764982300568685) | > loss_kl: 1.8185676336288452 (1.7091948212181014) | > loss_feat: 6.796623706817627 (8.25684555722864) | > loss_mel: 11.863399505615234 (13.183045777168063) | > loss_duration: 1.6363712549209595 (1.6803723524288574) | > amp_scaler: 256.0 (163.71270718232037) | > loss_1: 24.5650577545166 (27.59444076580238) | > grad_norm_1: tensor(200.7567, device='cuda:0') (tensor(473.9305, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8394 (0.8483590684542999) | > loader_time: 0.0096 (0.009956155034059975)  --> TIME: 2025-05-10 14:26:46 -- STEP: 412/725 -- GLOBAL_STEP: 247100 | > loss_disc: 2.333682060241699 (2.2063711256656835) | > loss_disc_real_0: 0.13810265064239502 (0.13916400570458579) | > loss_disc_real_1: 0.21881908178329468 (0.19169443860216048) | > loss_disc_real_2: 0.1859443038702011 (0.18920941734053556) | > loss_disc_real_3: 0.20712429285049438 (0.20494727797589254) | > loss_disc_real_4: 0.22303257882595062 (0.19632817566105462) | > loss_disc_real_5: 0.2567845284938812 (0.205187309678029) | > loss_0: 2.333682060241699 (2.2063711256656835) | > grad_norm_0: tensor(26.0993, device='cuda:0') (tensor(23.0637, device='cuda:0')) | > loss_gen: 2.5854334831237793 (2.7660731910501903) | > loss_kl: 1.6967430114746094 (1.7087716005959563) | > loss_feat: 7.41133451461792 (8.259546058849235) | > loss_mel: 11.345434188842773 (13.185320736135093) | > loss_duration: 1.7016103267669678 (1.6807618193256042) | > amp_scaler: 256.0 (174.91262135922315) | > loss_1: 24.740556716918945 (27.600473394671695) | > grad_norm_1: tensor(512.2224, device='cuda:0') (tensor(474.5904, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8728 (0.8492490695518198) | > loader_time: 0.0102 (0.010017673367435488)  --> TIME: 2025-05-10 14:27:30 -- STEP: 462/725 -- GLOBAL_STEP: 247150 | > loss_disc: 2.115001678466797 (2.205747905747715) | > loss_disc_real_0: 0.1457400768995285 (0.13928104385540105) | > loss_disc_real_1: 0.1759878545999527 (0.1915622206477376) | > loss_disc_real_2: 0.171097531914711 (0.18895691271984216) | > loss_disc_real_3: 0.2111683040857315 (0.204767415630611) | > loss_disc_real_4: 0.17333419620990753 (0.1960602668779237) | > loss_disc_real_5: 0.18840721249580383 (0.20528864963746168) | > loss_0: 2.115001678466797 (2.205747905747715) | > grad_norm_0: tensor(33.8206, device='cuda:0') (tensor(22.9354, device='cuda:0')) | > loss_gen: 2.7387094497680664 (2.763142421648103) | > loss_kl: 1.713245153427124 (1.710413377264362) | > loss_feat: 8.444146156311035 (8.253151485930285) | > loss_mel: 13.09068489074707 (13.164217232625722) | > loss_duration: 1.713804006576538 (1.6808296016284394) | > amp_scaler: 256.0 (183.68831168831156) | > loss_1: 27.700590133666992 (27.57175412528959) | > grad_norm_1: tensor(686.6439, device='cuda:0') (tensor(471.5022, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.7847 (0.849995190447027) | > loader_time: 0.0102 (0.010029996628369084)  --> TIME: 2025-05-10 14:28:13 -- STEP: 512/725 -- GLOBAL_STEP: 247200 | > loss_disc: 2.109483242034912 (2.2059080372564495) | > loss_disc_real_0: 0.0966092124581337 (0.13922118378104661) | > loss_disc_real_1: 0.1766979694366455 (0.19166121823946014) | > loss_disc_real_2: 0.1848575919866562 (0.18909239073400386) | > loss_disc_real_3: 0.23974817991256714 (0.20453406058368273) | > loss_disc_real_4: 0.19704388082027435 (0.19613531572395004) | > loss_disc_real_5: 0.19715255498886108 (0.20549526176182548) | > loss_0: 2.109483242034912 (2.2059080372564495) | > grad_norm_0: tensor(18.7926, device='cuda:0') (tensor(23.0066, device='cuda:0')) | > loss_gen: 2.8322601318359375 (2.76467740768567) | > loss_kl: 1.5898271799087524 (1.7135803122073416) | > loss_feat: 8.539569854736328 (8.252881780266776) | > loss_mel: 13.147459030151367 (13.159967452287674) | > loss_duration: 1.6571542024612427 (1.6815659711137412) | > amp_scaler: 256.0 (190.7499999999999) | > loss_1: 27.76626968383789 (27.572672940790657) | > grad_norm_1: tensor(565.7512, device='cuda:0') (tensor(472.8083, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8504 (0.8493288340978324) | > loader_time: 0.0121 (0.010099192615598437)  --> TIME: 2025-05-10 14:28:56 -- STEP: 562/725 -- GLOBAL_STEP: 247250 | > loss_disc: 2.202383041381836 (2.2042014272187522) | > loss_disc_real_0: 0.10000351816415787 (0.13868864202785766) | > loss_disc_real_1: 0.17076890170574188 (0.19152703507408977) | > loss_disc_real_2: 0.18271267414093018 (0.18891888061452167) | > loss_disc_real_3: 0.19812147319316864 (0.20440165054225415) | > loss_disc_real_4: 0.18129083514213562 (0.196085326267519) | > loss_disc_real_5: 0.2173515111207962 (0.20546058530909306) | > loss_0: 2.202383041381836 (2.2042014272187522) | > grad_norm_0: tensor(24.9153, device='cuda:0') (tensor(23.0632, device='cuda:0')) | > loss_gen: 2.7713637351989746 (2.7662130573041943) | > loss_kl: 1.7046502828598022 (1.715534854401898) | > loss_feat: 8.150694847106934 (8.262578816600552) | > loss_mel: 12.91695499420166 (13.172246026823105) | > loss_duration: 1.6559792757034302 (1.6813699087638447) | > amp_scaler: 256.0 (196.55516014234865) | > loss_1: 27.199644088745117 (27.597942698468515) | > grad_norm_1: tensor(551.6052, device='cuda:0') (tensor(474.2220, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8954 (0.8485024425058605) | > loader_time: 0.0095 (0.010097320817967746)  --> TIME: 2025-05-10 14:29:39 -- STEP: 612/725 -- GLOBAL_STEP: 247300 | > loss_disc: 2.1256237030029297 (2.204782207806906) | > loss_disc_real_0: 0.10925747454166412 (0.1387468835253733) | > loss_disc_real_1: 0.17215795814990997 (0.19158754100889158) | > loss_disc_real_2: 0.1948619931936264 (0.18906952803528393) | > loss_disc_real_3: 0.15761622786521912 (0.2043231763676101) | > loss_disc_real_4: 0.21722343564033508 (0.19646240461593364) | > loss_disc_real_5: 0.23083050549030304 (0.20535763991034883) | > loss_0: 2.1256237030029297 (2.204782207806906) | > grad_norm_0: tensor(29.6751, device='cuda:0') (tensor(23.3331, device='cuda:0')) | > loss_gen: 2.8846240043640137 (2.767441191314874) | > loss_kl: 1.6110767126083374 (1.7162279860646124) | > loss_feat: 9.20789623260498 (8.263042326846163) | > loss_mel: 13.552912712097168 (13.183433780483176) | > loss_duration: 1.622314453125 (1.6810077197021915) | > amp_scaler: 256.0 (201.41176470588226) | > loss_1: 28.87882423400879 (27.61115302914887) | > grad_norm_1: tensor(528.2737, device='cuda:0') (tensor(477.8675, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8207 (0.848823566062778) | > loader_time: 0.0106 (0.010136383421280802)  --> TIME: 2025-05-10 14:30:22 -- STEP: 662/725 -- GLOBAL_STEP: 247350 | > loss_disc: 2.190246343612671 (2.204570711199252) | > loss_disc_real_0: 0.12356168031692505 (0.13885432120491406) | > loss_disc_real_1: 0.18631358444690704 (0.19163529707675983) | > loss_disc_real_2: 0.20290660858154297 (0.18897970905386796) | > loss_disc_real_3: 0.19931256771087646 (0.20443198685829728) | > loss_disc_real_4: 0.16871733963489532 (0.19614623739099943) | > loss_disc_real_5: 0.20774587988853455 (0.20511547802438188) | > loss_0: 2.190246343612671 (2.204570711199252) | > grad_norm_0: tensor(25.4340, device='cuda:0') (tensor(23.4646, device='cuda:0')) | > loss_gen: 2.7486789226531982 (2.768368693636987) | > loss_kl: 1.6267247200012207 (1.7149052095917423) | > loss_feat: 8.8058500289917 (8.264795088695985) | > loss_mel: 13.177170753479004 (13.17962465257443) | > loss_duration: 1.687069058418274 (1.6813520313749868) | > amp_scaler: 256.0 (205.53474320241682) | > loss_1: 28.04549217224121 (27.60904570288528) | > grad_norm_1: tensor(566.5649, device='cuda:0') (tensor(480.3407, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8618 (0.8480757788228848) | > loader_time: 0.0113 (0.010150096927884829)  --> TIME: 2025-05-10 14:31:05 -- STEP: 712/725 -- GLOBAL_STEP: 247400 | > loss_disc: 2.200178384780884 (2.2045463966519647) | > loss_disc_real_0: 0.12591180205345154 (0.13862023246212984) | > loss_disc_real_1: 0.16938050091266632 (0.1915313699648957) | > loss_disc_real_2: 0.238545224070549 (0.18902516871523328) | > loss_disc_real_3: 0.2251230776309967 (0.2045335525207305) | > loss_disc_real_4: 0.1977870762348175 (0.19623922267824084) | > loss_disc_real_5: 0.23283180594444275 (0.20526335637472318) | > loss_0: 2.200178384780884 (2.2045463966519647) | > grad_norm_0: tensor(22.9399, device='cuda:0') (tensor(23.4516, device='cuda:0')) | > loss_gen: 2.921302318572998 (2.768866370568117) | > loss_kl: 1.7667821645736694 (1.717158356241966) | > loss_feat: 8.409750938415527 (8.268998002068395) | > loss_mel: 13.722681999206543 (13.190214088793551) | > loss_duration: 1.6726250648498535 (1.681314936849509) | > amp_scaler: 256.0 (209.07865168539317) | > loss_1: 28.49314308166504 (27.62655177545011) | > grad_norm_1: tensor(407.7809, device='cuda:0') (tensor(483.2744, device='cuda:0')) | > current_lr_0: 0.00019319309912101717 | > current_lr_1: 0.00019319309912101717 | > step_time: 0.8162 (0.8481683268975679) | > loader_time: 0.0105 (0.010178196296263268)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.289257526397705 (2.289257526397705) | > loss_disc_real_0: 0.21215865015983582 (0.21215865015983582) | > loss_disc_real_1: 0.17591097950935364 (0.17591097950935364) | > loss_disc_real_2: 0.1774645298719406 (0.1774645298719406) | > loss_disc_real_3: 0.22045518457889557 (0.22045518457889557) | > loss_disc_real_4: 0.2535059452056885 (0.2535059452056885) | > loss_disc_real_5: 0.26941126585006714 (0.26941126585006714) | > loss_0: 2.289257526397705 (2.289257526397705) | > loss_gen: 2.897264003753662 (2.897264003753662) | > loss_kl: 2.198267698287964 (2.198267698287964) | > loss_feat: 8.417588233947754 (8.417588233947754) | > loss_mel: 14.514273643493652 (14.514273643493652) | > loss_duration: 1.694439172744751 (1.694439172744751) | > loss_1: 29.721834182739258 (29.721834182739258)  --> STEP: 1 | > loss_disc: 2.2894413471221924 (2.2894413471221924) | > loss_disc_real_0: 0.20428466796875 (0.20428466796875) | > loss_disc_real_1: 0.18260231614112854 (0.18260231614112854) | > loss_disc_real_2: 0.18106603622436523 (0.18106603622436523) | > loss_disc_real_3: 0.20582515001296997 (0.20582515001296997) | > loss_disc_real_4: 0.2645809054374695 (0.2645809054374695) | > loss_disc_real_5: 0.24059683084487915 (0.24059683084487915) | > loss_0: 2.2894413471221924 (2.2894413471221924) | > loss_gen: 2.7580690383911133 (2.7580690383911133) | > loss_kl: 2.1015102863311768 (2.1015102863311768) | > loss_feat: 8.002138137817383 (8.002138137817383) | > loss_mel: 13.574047088623047 (13.574047088623047) | > loss_duration: 1.7846531867980957 (1.7846531867980957) | > loss_1: 28.220417022705078 (28.220417022705078)  --> STEP: 2 | > loss_disc: 2.1954245567321777 (2.242432951927185) | > loss_disc_real_0: 0.16688282787799835 (0.18558374792337418) | > loss_disc_real_1: 0.1798180490732193 (0.18121018260717392) | > loss_disc_real_2: 0.17850835621356964 (0.17978719621896744) | > loss_disc_real_3: 0.19356687366962433 (0.19969601184129715) | > loss_disc_real_4: 0.22208353877067566 (0.24333222210407257) | > loss_disc_real_5: 0.20312342047691345 (0.2218601256608963) | > loss_0: 2.1954245567321777 (2.242432951927185) | > loss_gen: 2.653286933898926 (2.7056779861450195) | > loss_kl: 1.9806561470031738 (2.0410832166671753) | > loss_feat: 8.111066818237305 (8.056602478027344) | > loss_mel: 13.986870765686035 (13.780458927154541) | > loss_duration: 1.828544020652771 (1.8065986037254333) | > loss_1: 28.5604248046875 (28.39042091369629)  --> STEP: 3 | > loss_disc: 2.312102794647217 (2.2656562328338623) | > loss_disc_real_0: 0.21094360947608948 (0.1940370351076126) | > loss_disc_real_1: 0.1949571818113327 (0.18579251567522684) | > loss_disc_real_2: 0.18204261362552643 (0.18053900202115378) | > loss_disc_real_3: 0.20749300718307495 (0.20229501028855643) | > loss_disc_real_4: 0.24533672630786896 (0.2440003901720047) | > loss_disc_real_5: 0.22444669902324677 (0.22272231678167978) | > loss_0: 2.312102794647217 (2.2656562328338623) | > loss_gen: 2.7171361446380615 (2.7094973723093667) | > loss_kl: 2.0253207683563232 (2.0358290672302246) | > loss_feat: 7.456906318664551 (7.856703758239746) | > loss_mel: 13.174492835998535 (13.578470230102539) | > loss_duration: 1.8047618865966797 (1.8059863646825154) | > loss_1: 27.178617477416992 (27.986486434936523)  --> STEP: 4 | > loss_disc: 2.5257301330566406 (2.330674707889557) | > loss_disc_real_0: 0.24181215465068817 (0.2059808149933815) | > loss_disc_real_1: 0.19501549005508423 (0.1880982592701912) | > loss_disc_real_2: 0.19296352565288544 (0.18364513292908669) | > loss_disc_real_3: 0.21787910163402557 (0.2061910331249237) | > loss_disc_real_4: 0.27553150057792664 (0.2518831677734852) | > loss_disc_real_5: 0.2834961414337158 (0.2379157729446888) | > loss_0: 2.5257301330566406 (2.330674707889557) | > loss_gen: 2.4918978214263916 (2.655097484588623) | > loss_kl: 1.8047816753387451 (1.9780672192573547) | > loss_feat: 6.828229904174805 (7.599585294723511) | > loss_mel: 12.935041427612305 (13.41761302947998) | > loss_duration: 1.7500431537628174 (1.792000561952591) | > loss_1: 25.809995651245117 (27.442363739013672) --> EVAL PERFORMANCE | > avg_loader_time: 0.28719717264175415 (+0.006792306900024414) | > avg_loss_disc: 2.330674707889557 (+0.13324517011642456) | > avg_loss_disc_real_0: 0.2059808149933815 (+0.07904566824436188) | > avg_loss_disc_real_1: 0.1880982592701912 (+0.027823861688375473) | > avg_loss_disc_real_2: 0.18364513292908669 (-0.017927400767803192) | > avg_loss_disc_real_3: 0.2061910331249237 (+0.01543382927775383) | > avg_loss_disc_real_4: 0.2518831677734852 (+0.0237300805747509) | > avg_loss_disc_real_5: 0.2379157729446888 (-0.030885379761457443) | > avg_loss_0: 2.330674707889557 (+0.13324517011642456) | > avg_loss_gen: 2.655097484588623 (-0.1923830509185791) | > avg_loss_kl: 1.9780672192573547 (+0.044742733240127563) | > avg_loss_feat: 7.599585294723511 (-0.6625823974609375) | > avg_loss_mel: 13.41761302947998 (-0.4892599582672119) | > avg_loss_duration: 1.792000561952591 (-0.006176412105560303) | > avg_loss_1: 27.442363739013672 (-1.305659294128418)  > EPOCH: 278/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 14:31:22)   --> TIME: 2025-05-10 14:31:56 -- STEP: 37/725 -- GLOBAL_STEP: 247450 | > loss_disc: 2.238070487976074 (2.238416027378392) | > loss_disc_real_0: 0.11949334293603897 (0.1372694415417877) | > loss_disc_real_1: 0.19552963972091675 (0.19433150138403918) | > loss_disc_real_2: 0.1809312105178833 (0.19289699478729352) | > loss_disc_real_3: 0.22704806923866272 (0.2065311903889115) | > loss_disc_real_4: 0.18076637387275696 (0.1986804346780519) | > loss_disc_real_5: 0.24393929541110992 (0.21043576098777153) | > loss_0: 2.238070487976074 (2.238416027378392) | > grad_norm_0: tensor(14.9258, device='cuda:0') (tensor(19.8265, device='cuda:0')) | > loss_gen: 2.770021438598633 (2.72429372168876) | > loss_kl: 1.7188465595245361 (1.7573665606008995) | > loss_feat: 8.143738746643066 (8.139272496506972) | > loss_mel: 12.33457088470459 (13.113642847215807) | > loss_duration: 1.670480489730835 (1.677914703214491) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.637657165527344 (27.412490586976748) | > grad_norm_1: tensor(488.8073, device='cuda:0') (tensor(468.0751, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8644 (0.8547789470569508) | > loader_time: 0.0129 (0.01061478821006981)  --> TIME: 2025-05-10 14:32:40 -- STEP: 87/725 -- GLOBAL_STEP: 247500 | > loss_disc: 2.2193639278411865 (2.2159255784133394) | > loss_disc_real_0: 0.12723533809185028 (0.1384153329264158) | > loss_disc_real_1: 0.17802737653255463 (0.1922921639406818) | > loss_disc_real_2: 0.18379716575145721 (0.1906730573752831) | > loss_disc_real_3: 0.20144562423229218 (0.20606543209360942) | > loss_disc_real_4: 0.1970442533493042 (0.1973933027736072) | > loss_disc_real_5: 0.18765433132648468 (0.2059085081363547) | > loss_0: 2.2193639278411865 (2.2159255784133394) | > grad_norm_0: tensor(26.3359, device='cuda:0') (tensor(22.7424, device='cuda:0')) | > loss_gen: 2.7072958946228027 (2.748239037634312) | > loss_kl: 1.7587134838104248 (1.7252991446133317) | > loss_feat: 7.432669639587402 (8.203099108290399) | > loss_mel: 12.035822868347168 (13.108028642062482) | > loss_duration: 1.6524243354797363 (1.679403977832575) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.58692741394043 (27.46407000223795) | > grad_norm_1: tensor(442.5093, device='cuda:0') (tensor(467.9978, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8282 (0.8528771756709307) | > loader_time: 0.0093 (0.01032277633403909)  --> TIME: 2025-05-10 14:33:23 -- STEP: 137/725 -- GLOBAL_STEP: 247550 | > loss_disc: 2.0881173610687256 (2.206811671709492) | > loss_disc_real_0: 0.1282864511013031 (0.13889998529296724) | > loss_disc_real_1: 0.17562158405780792 (0.19148038360324218) | > loss_disc_real_2: 0.17208901047706604 (0.18887970145166355) | > loss_disc_real_3: 0.19459204375743866 (0.20515051059914335) | > loss_disc_real_4: 0.18568354845046997 (0.1965937330557482) | > loss_disc_real_5: 0.17534834146499634 (0.20560276508331307) | > loss_0: 2.0881173610687256 (2.206811671709492) | > grad_norm_0: tensor(13.3013, device='cuda:0') (tensor(22.8349, device='cuda:0')) | > loss_gen: 2.6992266178131104 (2.754265776515877) | > loss_kl: 1.6435502767562866 (1.712435015796745) | > loss_feat: 9.077045440673828 (8.233269113693794) | > loss_mel: 13.08053207397461 (13.088602170456934) | > loss_duration: 1.653174638748169 (1.6813372495400645) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.15353012084961 (27.469909403445943) | > grad_norm_1: tensor(412.7283, device='cuda:0') (tensor(465.6924, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8242 (0.8512146646959068) | > loader_time: 0.0091 (0.010255502088226537)  --> TIME: 2025-05-10 14:34:06 -- STEP: 187/725 -- GLOBAL_STEP: 247600 | > loss_disc: 2.287222385406494 (2.2044918957878563) | > loss_disc_real_0: 0.13430474698543549 (0.13822058687873057) | > loss_disc_real_1: 0.16719122231006622 (0.19140721020851542) | > loss_disc_real_2: 0.1724974513053894 (0.18827602394761883) | > loss_disc_real_3: 0.1775682270526886 (0.20485222586654728) | > loss_disc_real_4: 0.19641296565532684 (0.19627824306169295) | > loss_disc_real_5: 0.1816577911376953 (0.20599452147190592) | > loss_0: 2.287222385406494 (2.2044918957878563) | > grad_norm_0: tensor(12.5991, device='cuda:0') (tensor(21.8048, device='cuda:0')) | > loss_gen: 2.57702374458313 (2.751782808711822) | > loss_kl: 1.9934659004211426 (1.712453709566657) | > loss_feat: 7.9495439529418945 (8.222368112859881) | > loss_mel: 12.622359275817871 (13.083630908619273) | > loss_duration: 1.7019882202148438 (1.6826044333809838) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.84438133239746 (27.452840060473765) | > grad_norm_1: tensor(423.4399, device='cuda:0') (tensor(454.6288, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8502 (0.8505012122067538) | > loader_time: 0.0097 (0.010228975571413088)  --> TIME: 2025-05-10 14:34:50 -- STEP: 237/725 -- GLOBAL_STEP: 247650 | > loss_disc: 2.2116284370422363 (2.2078849555067865) | > loss_disc_real_0: 0.15756167471408844 (0.14092773466296338) | > loss_disc_real_1: 0.1834288239479065 (0.19113756621940226) | > loss_disc_real_2: 0.1753452867269516 (0.18780441946872675) | > loss_disc_real_3: 0.20594152808189392 (0.2048591240800383) | > loss_disc_real_4: 0.19366110861301422 (0.19614294397680065) | > loss_disc_real_5: 0.21231471002101898 (0.20619865466019277) | > loss_0: 2.2116284370422363 (2.2078849555067865) | > grad_norm_0: tensor(27.9709, device='cuda:0') (tensor(22.2377, device='cuda:0')) | > loss_gen: 2.7173218727111816 (2.7518690829538595) | > loss_kl: 1.88545560836792 (1.717530346620938) | > loss_feat: 8.253799438476562 (8.219514703951798) | > loss_mel: 13.632943153381348 (13.074674678754203) | > loss_duration: 1.6583930253982544 (1.6819075290663836) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.147912979125977 (27.44549642635297) | > grad_norm_1: tensor(444.2680, device='cuda:0') (tensor(450.1819, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.807 (0.8534763000182461) | > loader_time: 0.0092 (0.01021233792043436)  --> TIME: 2025-05-10 14:35:33 -- STEP: 287/725 -- GLOBAL_STEP: 247700 | > loss_disc: 2.146578073501587 (2.2098502024540916) | > loss_disc_real_0: 0.13131020963191986 (0.1404566599205396) | > loss_disc_real_1: 0.20662175118923187 (0.19138924585402217) | > loss_disc_real_2: 0.18613067269325256 (0.1883638641352437) | > loss_disc_real_3: 0.23830583691596985 (0.2054125306809821) | > loss_disc_real_4: 0.17326483130455017 (0.19641224276728744) | > loss_disc_real_5: 0.20792749524116516 (0.2066770417661202) | > loss_0: 2.146578073501587 (2.2098502024540916) | > grad_norm_0: tensor(30.5088, device='cuda:0') (tensor(22.2961, device='cuda:0')) | > loss_gen: 2.796889066696167 (2.748792135757021) | > loss_kl: 1.5824744701385498 (1.7179470112099464) | > loss_feat: 8.414725303649902 (8.199426194101251) | > loss_mel: 13.352869033813477 (13.06563265730695) | > loss_duration: 1.693593144416809 (1.6819546156228624) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.840551376342773 (27.41375267879473) | > grad_norm_1: tensor(699.6711, device='cuda:0') (tensor(454.0194, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8209 (0.8522966705548225) | > loader_time: 0.0128 (0.01023145087504636)  --> TIME: 2025-05-10 14:36:16 -- STEP: 337/725 -- GLOBAL_STEP: 247750 | > loss_disc: 2.0223231315612793 (2.2116591520054762) | > loss_disc_real_0: 0.10177420824766159 (0.1409583524842291) | > loss_disc_real_1: 0.16421183943748474 (0.19141915042605528) | > loss_disc_real_2: 0.16564330458641052 (0.188820500755876) | > loss_disc_real_3: 0.23163549602031708 (0.20514119697253858) | > loss_disc_real_4: 0.19850555062294006 (0.1968802441386865) | > loss_disc_real_5: 0.21907690167427063 (0.2063552972470972) | > loss_0: 2.0223231315612793 (2.2116591520054762) | > grad_norm_0: tensor(35.7866, device='cuda:0') (tensor(22.2851, device='cuda:0')) | > loss_gen: 2.9882216453552246 (2.750620289443154) | > loss_kl: 1.7850167751312256 (1.716113207248269) | > loss_feat: 10.705137252807617 (8.198499470153262) | > loss_mel: 16.1898250579834 (13.078767717061481) | > loss_duration: 1.6648907661437988 (1.681065744391534) | > amp_scaler: 256.0 (256.0) | > loss_1: 33.333091735839844 (27.425066486664278) | > grad_norm_1: tensor(627.0817, device='cuda:0') (tensor(448.7264, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8735 (0.8520678653207662) | > loader_time: 0.0096 (0.01025177180236453)  --> TIME: 2025-05-10 14:37:00 -- STEP: 387/725 -- GLOBAL_STEP: 247800 | > loss_disc: 2.1839771270751953 (2.210647635989719) | > loss_disc_real_0: 0.11740376055240631 (0.139957100229978) | > loss_disc_real_1: 0.1976824551820755 (0.19144981506566977) | > loss_disc_real_2: 0.19169892370700836 (0.18885742355070678) | > loss_disc_real_3: 0.21366631984710693 (0.2051372303596147) | > loss_disc_real_4: 0.2267845720052719 (0.19707885199739023) | > loss_disc_real_5: 0.2070939689874649 (0.206123462981648) | > loss_0: 2.1839771270751953 (2.210647635989719) | > grad_norm_0: tensor(19.4076, device='cuda:0') (tensor(22.0587, device='cuda:0')) | > loss_gen: 2.9456725120544434 (2.752337291875243) | > loss_kl: 1.5765219926834106 (1.7157613125266338) | > loss_feat: 8.024261474609375 (8.200624644602298) | > loss_mel: 12.657092094421387 (13.078236205325263) | > loss_duration: 1.7696806192398071 (1.681201314433292) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.973228454589844 (27.428160793097447) | > grad_norm_1: tensor(587.6022, device='cuda:0') (tensor(450.3084, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8668 (0.8519575029072529) | > loader_time: 0.0119 (0.010303972303405282)  --> TIME: 2025-05-10 14:37:43 -- STEP: 437/725 -- GLOBAL_STEP: 247850 | > loss_disc: 2.089218854904175 (2.2092215979399357) | > loss_disc_real_0: 0.13285858929157257 (0.1396035028608767) | > loss_disc_real_1: 0.18852616846561432 (0.19145054395738947) | > loss_disc_real_2: 0.20012180507183075 (0.1888123183283162) | > loss_disc_real_3: 0.18355460464954376 (0.20491383134363994) | > loss_disc_real_4: 0.18428055942058563 (0.19708649548158488) | > loss_disc_real_5: 0.18093952536582947 (0.20592157208537626) | > loss_0: 2.089218854904175 (2.2092215979399357) | > grad_norm_0: tensor(24.2107, device='cuda:0') (tensor(22.3561, device='cuda:0')) | > loss_gen: 3.0618464946746826 (2.7583290384890558) | > loss_kl: 1.6204825639724731 (1.7171356197898393) | > loss_feat: 9.738350868225098 (8.207207797593872) | > loss_mel: 14.38674545288086 (13.091923936280834) | > loss_duration: 1.6640040874481201 (1.6811667184262302) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.47142791748047 (27.455763146860924) | > grad_norm_1: tensor(537.9627, device='cuda:0') (tensor(448.5746, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.886 (0.8515953641188774) | > loader_time: 0.0098 (0.010375697770980722)  --> TIME: 2025-05-10 14:38:26 -- STEP: 487/725 -- GLOBAL_STEP: 247900 | > loss_disc: 2.1027276515960693 (2.2079371904200853) | > loss_disc_real_0: 0.13713689148426056 (0.13958773858370963) | > loss_disc_real_1: 0.1872989535331726 (0.19145278014563927) | > loss_disc_real_2: 0.1749744862318039 (0.18872001926267412) | > loss_disc_real_3: 0.21718043088912964 (0.2049509041179622) | > loss_disc_real_4: 0.17979122698307037 (0.19704538036053673) | > loss_disc_real_5: 0.19503042101860046 (0.20577178396728255) | > loss_0: 2.1027276515960693 (2.2079371904200853) | > grad_norm_0: tensor(33.4671, device='cuda:0') (tensor(22.9012, device='cuda:0')) | > loss_gen: 2.8319106101989746 (2.762865727442246) | > loss_kl: 1.6934255361557007 (1.719542198602179) | > loss_feat: 9.26873779296875 (8.224407236189315) | > loss_mel: 12.934103012084961 (13.10970890350655) | > loss_duration: 1.6715565919876099 (1.6816708365994553) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.399734497070312 (27.498194935385456) | > grad_norm_1: tensor(630.3256, device='cuda:0') (tensor(451.9133, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8168 (0.8514058599726622) | > loader_time: 0.0099 (0.010479562336414495)  --> TIME: 2025-05-10 14:39:09 -- STEP: 537/725 -- GLOBAL_STEP: 247950 | > loss_disc: 2.4661240577697754 (2.2069268850418893) | > loss_disc_real_0: 0.1235375851392746 (0.13922023853665175) | > loss_disc_real_1: 0.21752825379371643 (0.19137830319129334) | > loss_disc_real_2: 0.203865185379982 (0.18866755079401715) | > loss_disc_real_3: 0.194965660572052 (0.2047963542811698) | > loss_disc_real_4: 0.21433797478675842 (0.19686055419276322) | > loss_disc_real_5: 0.256258100271225 (0.2058637921370608) | > loss_0: 2.4661240577697754 (2.2069268850418893) | > grad_norm_0: tensor(21.6183, device='cuda:0') (tensor(22.6999, device='cuda:0')) | > loss_gen: 2.418779134750366 (2.7626943947882627) | > loss_kl: 1.666237711906433 (1.7208520364938946) | > loss_feat: 6.1795172691345215 (8.232604575556742) | > loss_mel: 10.60398006439209 (13.13311789422062) | > loss_duration: 1.7031282186508179 (1.681914636764668) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.571643829345703 (27.531183562465223) | > grad_norm_1: tensor(430.4457, device='cuda:0') (tensor(452.2940, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8371 (0.8514734402271178) | > loader_time: 0.0107 (0.01046321467536343)  --> TIME: 2025-05-10 14:39:53 -- STEP: 587/725 -- GLOBAL_STEP: 248000 | > loss_disc: 2.391453742980957 (2.2062568203554047) | > loss_disc_real_0: 0.14868120849132538 (0.13903609146657556) | > loss_disc_real_1: 0.2199108600616455 (0.19133939610530815) | > loss_disc_real_2: 0.203983336687088 (0.1886117900555137) | > loss_disc_real_3: 0.20973217487335205 (0.20456359661112863) | > loss_disc_real_4: 0.19989369809627533 (0.19683691597776892) | > loss_disc_real_5: 0.23053410649299622 (0.2058593535342047) | > loss_0: 2.391453742980957 (2.2062568203554047) | > grad_norm_0: tensor(20.8565, device='cuda:0') (tensor(22.7986, device='cuda:0')) | > loss_gen: 2.6060893535614014 (2.7627075408955037) | > loss_kl: 1.7339411973953247 (1.7233170128762219) | > loss_feat: 6.270053386688232 (8.233050469036193) | > loss_mel: 10.740975379943848 (13.125495892773294) | > loss_duration: 1.663468837738037 (1.681351081069933) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.014528274536133 (27.525922011679235) | > grad_norm_1: tensor(319.5381, device='cuda:0') (tensor(454.3079, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.836 (0.8518524352695911) | > loader_time: 0.0096 (0.010475630248425561) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_248000.pth  --> TIME: 2025-05-10 14:40:38 -- STEP: 637/725 -- GLOBAL_STEP: 248050 | > loss_disc: 2.232865333557129 (2.205264561778897) | > loss_disc_real_0: 0.09360935539007187 (0.1387986199611585) | > loss_disc_real_1: 0.22822998464107513 (0.1914430354930917) | > loss_disc_real_2: 0.17965006828308105 (0.18869653812008705) | > loss_disc_real_3: 0.19001559913158417 (0.2045410934666075) | > loss_disc_real_4: 0.2087801843881607 (0.19663637820368096) | > loss_disc_real_5: 0.1940343677997589 (0.20590318912520336) | > loss_0: 2.232865333557129 (2.205264561778897) | > grad_norm_0: tensor(21.0671, device='cuda:0') (tensor(22.9633, device='cuda:0')) | > loss_gen: 2.6777865886688232 (2.764903661033235) | > loss_kl: 1.758040428161621 (1.7218689901675317) | > loss_feat: 7.711846351623535 (8.242820551107219) | > loss_mel: 12.372992515563965 (13.137841845980994) | > loss_duration: 1.6517651081085205 (1.6812989253264208) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.17243194580078 (27.548734000189526) | > grad_norm_1: tensor(571.5890, device='cuda:0') (tensor(456.0126, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.8256 (0.851082752039144) | > loader_time: 0.0097 (0.010448560984205782)  --> TIME: 2025-05-10 14:41:21 -- STEP: 687/725 -- GLOBAL_STEP: 248100 | > loss_disc: 2.354248285293579 (2.20541488291395) | > loss_disc_real_0: 0.13837730884552002 (0.13860383360840542) | > loss_disc_real_1: 0.18190330266952515 (0.19148367736624153) | > loss_disc_real_2: 0.20666368305683136 (0.1888142206436334) | > loss_disc_real_3: 0.20412278175354004 (0.20454969019608726) | > loss_disc_real_4: 0.20774498581886292 (0.19670916542822964) | > loss_disc_real_5: 0.19019095599651337 (0.2058271414978536) | > loss_0: 2.354248285293579 (2.20541488291395) | > grad_norm_0: tensor(25.1127, device='cuda:0') (tensor(23.0328, device='cuda:0')) | > loss_gen: 2.576826333999634 (2.764993347628842) | > loss_kl: 1.568508267402649 (1.718613049695933) | > loss_feat: 8.03320598602295 (8.244546092059762) | > loss_mel: 11.904812812805176 (13.139708686950772) | > loss_duration: 1.6636745929718018 (1.6810357098669637) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.747028350830078 (27.548896928368002) | > grad_norm_1: tensor(250.6202, device='cuda:0') (tensor(458.6482, device='cuda:0')) | > current_lr_0: 0.00019316894998362705 | > current_lr_1: 0.00019316894998362705 | > step_time: 0.845 (0.8499163005723352) | > loader_time: 0.01 (0.010427169924740187)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4691145420074463 (2.4691145420074463) | > loss_disc_real_0: 0.19808031618595123 (0.19808031618595123) | > loss_disc_real_1: 0.23868100345134735 (0.23868100345134735) | > loss_disc_real_2: 0.15687429904937744 (0.15687429904937744) | > loss_disc_real_3: 0.24781644344329834 (0.24781644344329834) | > loss_disc_real_4: 0.2582020163536072 (0.2582020163536072) | > loss_disc_real_5: 0.28299009799957275 (0.28299009799957275) | > loss_0: 2.4691145420074463 (2.4691145420074463) | > loss_gen: 2.5862669944763184 (2.5862669944763184) | > loss_kl: 1.8650805950164795 (1.8650805950164795) | > loss_feat: 6.87923526763916 (6.87923526763916) | > loss_mel: 12.636932373046875 (12.636932373046875) | > loss_duration: 1.704810380935669 (1.704810380935669) | > loss_1: 25.672327041625977 (25.672327041625977)  --> STEP: 1 | > loss_disc: 2.2167611122131348 (2.2167611122131348) | > loss_disc_real_0: 0.1485949605703354 (0.1485949605703354) | > loss_disc_real_1: 0.21848228573799133 (0.21848228573799133) | > loss_disc_real_2: 0.15253163874149323 (0.15253163874149323) | > loss_disc_real_3: 0.23020251095294952 (0.23020251095294952) | > loss_disc_real_4: 0.2324344962835312 (0.2324344962835312) | > loss_disc_real_5: 0.2305832803249359 (0.2305832803249359) | > loss_0: 2.2167611122131348 (2.2167611122131348) | > loss_gen: 2.845531940460205 (2.845531940460205) | > loss_kl: 1.9696592092514038 (1.9696592092514038) | > loss_feat: 9.123383522033691 (9.123383522033691) | > loss_mel: 14.809191703796387 (14.809191703796387) | > loss_duration: 1.805708885192871 (1.805708885192871) | > loss_1: 30.55347442626953 (30.55347442626953)  --> STEP: 2 | > loss_disc: 2.333116054534912 (2.2749385833740234) | > loss_disc_real_0: 0.16583849489688873 (0.15721672773361206) | > loss_disc_real_1: 0.20683647692203522 (0.21265938133001328) | > loss_disc_real_2: 0.14491340517997742 (0.14872252196073532) | > loss_disc_real_3: 0.24781452119350433 (0.23900851607322693) | > loss_disc_real_4: 0.24956731498241425 (0.24100090563297272) | > loss_disc_real_5: 0.2453756183385849 (0.2379794493317604) | > loss_0: 2.333116054534912 (2.2749385833740234) | > loss_gen: 2.6621756553649902 (2.7538537979125977) | > loss_kl: 1.82776939868927 (1.898714303970337) | > loss_feat: 7.851423740386963 (8.487403631210327) | > loss_mel: 13.172164916992188 (13.990678310394287) | > loss_duration: 1.8598463535308838 (1.8327776193618774) | > loss_1: 27.373380661010742 (28.963427543640137)  --> STEP: 3 | > loss_disc: 2.353376865386963 (2.3010846773783364) | > loss_disc_real_0: 0.16232655942440033 (0.15892000496387482) | > loss_disc_real_1: 0.21040993928909302 (0.2119095673163732) | > loss_disc_real_2: 0.15099366009235382 (0.14947956800460815) | > loss_disc_real_3: 0.23013463616371155 (0.23605055610338846) | > loss_disc_real_4: 0.24958564341068268 (0.24386248489220938) | > loss_disc_real_5: 0.2472601979970932 (0.24107303222020468) | > loss_0: 2.353376865386963 (2.3010846773783364) | > loss_gen: 2.5417795181274414 (2.6831623713175454) | > loss_kl: 1.9848430156707764 (1.9274238745371501) | > loss_feat: 7.339407920837402 (8.104738394419352) | > loss_mel: 12.490461349487305 (13.490605990091959) | > loss_duration: 1.8360316753387451 (1.8338623046875) | > loss_1: 26.192522048950195 (28.03979237874349)  --> STEP: 4 | > loss_disc: 2.312610387802124 (2.3039661049842834) | > loss_disc_real_0: 0.1606646180152893 (0.15935615822672844) | > loss_disc_real_1: 0.21992231905460358 (0.2139127552509308) | > loss_disc_real_2: 0.13912181556224823 (0.14689012989401817) | > loss_disc_real_3: 0.2528863847255707 (0.24025951325893402) | > loss_disc_real_4: 0.24649503827095032 (0.2445206232368946) | > loss_disc_real_5: 0.2609318196773529 (0.24603772908449173) | > loss_0: 2.312610387802124 (2.3039661049842834) | > loss_gen: 2.7154574394226074 (2.691236138343811) | > loss_kl: 1.942138910293579 (1.9311026334762573) | > loss_feat: 8.97287368774414 (8.32177221775055) | > loss_mel: 14.380962371826172 (13.713195085525513) | > loss_duration: 1.7640776634216309 (1.8164161443710327) | > loss_1: 29.775510787963867 (28.473721981048584) --> EVAL PERFORMANCE | > avg_loader_time: 0.28502118587493896 (-0.0021759867668151855) | > avg_loss_disc: 2.3039661049842834 (-0.026708602905273438) | > avg_loss_disc_real_0: 0.15935615822672844 (-0.04662465676665306) | > avg_loss_disc_real_1: 0.2139127552509308 (+0.025814495980739594) | > avg_loss_disc_real_2: 0.14689012989401817 (-0.03675500303506851) | > avg_loss_disc_real_3: 0.24025951325893402 (+0.034068480134010315) | > avg_loss_disc_real_4: 0.2445206232368946 (-0.007362544536590576) | > avg_loss_disc_real_5: 0.24603772908449173 (+0.008121956139802933) | > avg_loss_0: 2.3039661049842834 (-0.026708602905273438) | > avg_loss_gen: 2.691236138343811 (+0.03613865375518799) | > avg_loss_kl: 1.9311026334762573 (-0.04696458578109741) | > avg_loss_feat: 8.32177221775055 (+0.7221869230270386) | > avg_loss_mel: 13.713195085525513 (+0.2955820560455322) | > avg_loss_duration: 1.8164161443710327 (+0.024415582418441772) | > avg_loss_1: 28.473721981048584 (+1.031358242034912)  > EPOCH: 279/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 14:41:59)   --> TIME: 2025-05-10 14:42:12 -- STEP: 12/725 -- GLOBAL_STEP: 248150 | > loss_disc: 2.1811683177948 (2.219362994035085) | > loss_disc_real_0: 0.09566442668437958 (0.13224049533406892) | > loss_disc_real_1: 0.21113431453704834 (0.1901460699737072) | > loss_disc_real_2: 0.19798824191093445 (0.19609290858109793) | > loss_disc_real_3: 0.19871434569358826 (0.20094854508837065) | > loss_disc_real_4: 0.2344466745853424 (0.20572854951024055) | > loss_disc_real_5: 0.15977676212787628 (0.20742067943016687) | > loss_0: 2.1811683177948 (2.219362994035085) | > grad_norm_0: tensor(12.9360, device='cuda:0') (tensor(23.4597, device='cuda:0')) | > loss_gen: 2.8625195026397705 (2.7366453607877097) | > loss_kl: 1.6411112546920776 (1.6852943201859791) | > loss_feat: 8.319968223571777 (8.123974402745565) | > loss_mel: 13.325630187988281 (13.162057161331177) | > loss_duration: 1.7117807865142822 (1.6831787824630737) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.86100959777832 (27.39114983876546) | > grad_norm_1: tensor(359.0863, device='cuda:0') (tensor(489.6532, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8447 (0.8338105877240499) | > loader_time: 0.0108 (0.009714146455128988)  --> TIME: 2025-05-10 14:42:55 -- STEP: 62/725 -- GLOBAL_STEP: 248200 | > loss_disc: 2.160618305206299 (2.203280414304425) | > loss_disc_real_0: 0.13996683061122894 (0.13733857834050733) | > loss_disc_real_1: 0.15747211873531342 (0.18936133504875244) | > loss_disc_real_2: 0.19536688923835754 (0.1912235884416488) | > loss_disc_real_3: 0.22152100503444672 (0.20668828343191453) | > loss_disc_real_4: 0.20344869792461395 (0.19757196066841004) | > loss_disc_real_5: 0.20216768980026245 (0.20591414960161333) | > loss_0: 2.160618305206299 (2.203280414304425) | > grad_norm_0: tensor(28.9812, device='cuda:0') (tensor(22.5945, device='cuda:0')) | > loss_gen: 2.833662509918213 (2.769468715113978) | > loss_kl: 1.6807634830474854 (1.7032640557135306) | > loss_feat: 8.858426094055176 (8.300596537128571) | > loss_mel: 14.050859451293945 (13.33679276127969) | > loss_duration: 1.7276623249053955 (1.67429300854283) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.15137481689453 (27.784414814364524) | > grad_norm_1: tensor(603.5156, device='cuda:0') (tensor(478.6245, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8273 (0.8465112909193961) | > loader_time: 0.0103 (0.009770001134564797)  --> TIME: 2025-05-10 14:43:38 -- STEP: 112/725 -- GLOBAL_STEP: 248250 | > loss_disc: 2.193031072616577 (2.2119388771908617) | > loss_disc_real_0: 0.10754691809415817 (0.13892022813005114) | > loss_disc_real_1: 0.21615733206272125 (0.19188973014908178) | > loss_disc_real_2: 0.17873699963092804 (0.19077776212777406) | > loss_disc_real_3: 0.21515606343746185 (0.2064949009301407) | > loss_disc_real_4: 0.1757035106420517 (0.19730697718581985) | > loss_disc_real_5: 0.2127252221107483 (0.20554162495370423) | > loss_0: 2.193031072616577 (2.2119388771908617) | > grad_norm_0: tensor(15.8003, device='cuda:0') (tensor(22.3843, device='cuda:0')) | > loss_gen: 2.7679319381713867 (2.7586959281138) | > loss_kl: 1.568085789680481 (1.7178321044359888) | > loss_feat: 7.819835186004639 (8.252869350569592) | > loss_mel: 12.8565034866333 (13.257409853594643) | > loss_duration: 1.6689753532409668 (1.6771924793720245) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.681331634521484 (27.663999506405414) | > grad_norm_1: tensor(368.6364, device='cuda:0') (tensor(460.1447, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8154 (0.8519626664263862) | > loader_time: 0.0096 (0.009790986776351929)  --> TIME: 2025-05-10 14:44:21 -- STEP: 162/725 -- GLOBAL_STEP: 248300 | > loss_disc: 2.056138038635254 (2.2082965624185245) | > loss_disc_real_0: 0.08092110604047775 (0.14041494844872282) | > loss_disc_real_1: 0.1770533323287964 (0.19138216356068483) | > loss_disc_real_2: 0.1748921275138855 (0.1894617155194282) | > loss_disc_real_3: 0.21405628323554993 (0.20607867211471373) | > loss_disc_real_4: 0.1597808450460434 (0.19690710057814917) | > loss_disc_real_5: 0.19447515904903412 (0.20543860975239012) | > loss_0: 2.056138038635254 (2.2082965624185245) | > grad_norm_0: tensor(10.1632, device='cuda:0') (tensor(23.6517, device='cuda:0')) | > loss_gen: 3.1143910884857178 (2.7723193477701256) | > loss_kl: 1.8019654750823975 (1.7243620481020134) | > loss_feat: 9.942195892333984 (8.325157760102075) | > loss_mel: 15.89445972442627 (13.268506903707245) | > loss_duration: 1.637019395828247 (1.677992131974962) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.39003372192383 (27.768338050371323) | > grad_norm_1: tensor(302.3943, device='cuda:0') (tensor(454.3320, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8215 (0.8477691191214102) | > loader_time: 0.0095 (0.009769842948442624)  --> TIME: 2025-05-10 14:45:04 -- STEP: 212/725 -- GLOBAL_STEP: 248350 | > loss_disc: 2.14717960357666 (2.209855331564847) | > loss_disc_real_0: 0.16080456972122192 (0.14063510453363626) | > loss_disc_real_1: 0.17726629972457886 (0.1914465935584509) | > loss_disc_real_2: 0.18830721080303192 (0.18906815518748082) | > loss_disc_real_3: 0.19014157354831696 (0.2060100965483009) | > loss_disc_real_4: 0.19233067333698273 (0.196803452763355) | > loss_disc_real_5: 0.1738835871219635 (0.20669155771721084) | > loss_0: 2.14717960357666 (2.209855331564847) | > grad_norm_0: tensor(49.7386, device='cuda:0') (tensor(22.2718, device='cuda:0')) | > loss_gen: 2.763242721557617 (2.763497887917284) | > loss_kl: 1.8273417949676514 (1.7285055366327176) | > loss_feat: 8.648274421691895 (8.330117682241047) | > loss_mel: 12.761180877685547 (13.27237772491743) | > loss_duration: 1.6958622932434082 (1.6785646154070801) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.69590187072754 (27.77306333577857) | > grad_norm_1: tensor(437.9171, device='cuda:0') (tensor(430.7272, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8462 (0.84906009458146) | > loader_time: 0.0104 (0.00981642840043554)  --> TIME: 2025-05-10 14:45:47 -- STEP: 262/725 -- GLOBAL_STEP: 248400 | > loss_disc: 2.1440680027008057 (2.2140906011785235) | > loss_disc_real_0: 0.1194949671626091 (0.1408324013570792) | > loss_disc_real_1: 0.19781237840652466 (0.19160976710210315) | > loss_disc_real_2: 0.17554187774658203 (0.18914260641309139) | > loss_disc_real_3: 0.21925367414951324 (0.20609837747712176) | > loss_disc_real_4: 0.2155618965625763 (0.19700535989672174) | > loss_disc_real_5: 0.23871667683124542 (0.20757120887514288) | > loss_0: 2.1440680027008057 (2.2140906011785235) | > grad_norm_0: tensor(10.9357, device='cuda:0') (tensor(21.9118, device='cuda:0')) | > loss_gen: 2.9607012271881104 (2.7553103780018455) | > loss_kl: 1.6415205001831055 (1.7291786575135382) | > loss_feat: 8.418381690979004 (8.286267926674766) | > loss_mel: 13.75185489654541 (13.224256176984946) | > loss_duration: 1.6691768169403076 (1.6793370005738644) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.441633224487305 (27.674350068769375) | > grad_norm_1: tensor(158.7262, device='cuda:0') (tensor(423.6685, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8894 (0.8475412803751822) | > loader_time: 0.0121 (0.009847197823852075)  --> TIME: 2025-05-10 14:46:30 -- STEP: 312/725 -- GLOBAL_STEP: 248450 | > loss_disc: 2.103278636932373 (2.212899548120984) | > loss_disc_real_0: 0.12434237450361252 (0.1415868919724837) | > loss_disc_real_1: 0.172637939453125 (0.19142175246125612) | > loss_disc_real_2: 0.1984652280807495 (0.18894104678661391) | > loss_disc_real_3: 0.1853494495153427 (0.20547252692855325) | > loss_disc_real_4: 0.2067497819662094 (0.19665350841406068) | > loss_disc_real_5: 0.2291920930147171 (0.2075738965605314) | > loss_0: 2.103278636932373 (2.212899548120984) | > grad_norm_0: tensor(14.4872, device='cuda:0') (tensor(22.1766, device='cuda:0')) | > loss_gen: 2.902973175048828 (2.7567244393703265) | > loss_kl: 1.6604719161987305 (1.7308954974779716) | > loss_feat: 9.377551078796387 (8.291835130789346) | > loss_mel: 14.647208213806152 (13.22278027045421) | > loss_duration: 1.6720986366271973 (1.6782526186643503) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.26030158996582 (27.68048790784982) | > grad_norm_1: tensor(419.1754, device='cuda:0') (tensor(425.6118, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8321 (0.8462888674858289) | > loader_time: 0.0129 (0.00986298765891638)  --> TIME: 2025-05-10 14:47:13 -- STEP: 362/725 -- GLOBAL_STEP: 248500 | > loss_disc: 2.100329875946045 (2.2129787779644694) | > loss_disc_real_0: 0.14720195531845093 (0.1410325420248575) | > loss_disc_real_1: 0.21065707504749298 (0.19153068716848753) | > loss_disc_real_2: 0.2029213011264801 (0.18882532644173058) | > loss_disc_real_3: 0.1996726244688034 (0.20536039687322652) | > loss_disc_real_4: 0.19082123041152954 (0.1969035741209326) | > loss_disc_real_5: 0.20901355147361755 (0.20790206871473987) | > loss_0: 2.100329875946045 (2.2129787779644694) | > grad_norm_0: tensor(22.2426, device='cuda:0') (tensor(22.1952, device='cuda:0')) | > loss_gen: 2.910731792449951 (2.7560401588513725) | > loss_kl: 1.8514089584350586 (1.732147273437753) | > loss_feat: 8.656327247619629 (8.278019873476822) | > loss_mel: 13.557950973510742 (13.227033594036628) | > loss_duration: 1.6129475831985474 (1.6778180454317377) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.589366912841797 (27.671058876079744) | > grad_norm_1: tensor(109.8856, device='cuda:0') (tensor(430.5429, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8279 (0.8460961020453859) | > loader_time: 0.0097 (0.009867424464357498)  --> TIME: 2025-05-10 14:47:56 -- STEP: 412/725 -- GLOBAL_STEP: 248550 | > loss_disc: 2.2241568565368652 (2.2117826857613143) | > loss_disc_real_0: 0.13278673589229584 (0.14122658949887876) | > loss_disc_real_1: 0.21215082705020905 (0.19150934541977724) | > loss_disc_real_2: 0.21757423877716064 (0.18842573529018938) | > loss_disc_real_3: 0.2356358766555786 (0.20526110757033805) | > loss_disc_real_4: 0.21382923424243927 (0.19668228866405865) | > loss_disc_real_5: 0.1752440631389618 (0.20747241280177264) | > loss_0: 2.2241568565368652 (2.2117826857613143) | > grad_norm_0: tensor(20.0703, device='cuda:0') (tensor(22.2309, device='cuda:0')) | > loss_gen: 2.7328450679779053 (2.7551656973014773) | > loss_kl: 1.6665539741516113 (1.7274786685276957) | > loss_feat: 7.731102466583252 (8.262495906607617) | > loss_mel: 12.674161911010742 (13.199537342034498) | > loss_duration: 1.673539638519287 (1.6784274204842096) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.47820472717285 (27.623104956543557) | > grad_norm_1: tensor(401.2717, device='cuda:0') (tensor(431.8411, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8656 (0.846855775823871) | > loader_time: 0.0103 (0.00985486588431793)  --> TIME: 2025-05-10 14:48:40 -- STEP: 462/725 -- GLOBAL_STEP: 248600 | > loss_disc: 2.135068893432617 (2.2130694053905886) | > loss_disc_real_0: 0.08855925500392914 (0.14102284561891065) | > loss_disc_real_1: 0.17739056050777435 (0.19160984092073524) | > loss_disc_real_2: 0.15277791023254395 (0.18862776351826532) | > loss_disc_real_3: 0.18176548182964325 (0.20515962509494842) | > loss_disc_real_4: 0.1937972903251648 (0.19668024539689488) | > loss_disc_real_5: 0.15327546000480652 (0.20788698285431056) | > loss_0: 2.135068893432617 (2.2130694053905886) | > grad_norm_0: tensor(25.4298, device='cuda:0') (tensor(21.7600, device='cuda:0')) | > loss_gen: 2.843486785888672 (2.750987043112389) | > loss_kl: 1.7735204696655273 (1.7264724469288086) | > loss_feat: 9.730293273925781 (8.254342757262199) | > loss_mel: 14.271390914916992 (13.182541213510357) | > loss_duration: 1.7059992551803589 (1.6783573245589352) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.324689865112305 (27.592700743572017) | > grad_norm_1: tensor(552.7276, device='cuda:0') (tensor(425.7440, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.7834 (0.8475072172297028) | > loader_time: 0.0098 (0.009859111401941865)  --> TIME: 2025-05-10 14:49:23 -- STEP: 512/725 -- GLOBAL_STEP: 248650 | > loss_disc: 2.313028335571289 (2.2167601352557558) | > loss_disc_real_0: 0.21360953152179718 (0.1418731260928326) | > loss_disc_real_1: 0.21680065989494324 (0.19180262740701437) | > loss_disc_real_2: 0.19043698906898499 (0.18898261321010068) | > loss_disc_real_3: 0.2008284479379654 (0.20536302635446194) | > loss_disc_real_4: 0.18226416409015656 (0.19670723564922815) | > loss_disc_real_5: 0.21591885387897491 (0.20827164381626062) | > loss_0: 2.313028335571289 (2.2167601352557558) | > grad_norm_0: tensor(25.9803, device='cuda:0') (tensor(21.5938, device='cuda:0')) | > loss_gen: 2.6623826026916504 (2.7467470359988524) | > loss_kl: 1.7366597652435303 (1.7212750741746277) | > loss_feat: 6.683261394500732 (8.224371501244615) | > loss_mel: 11.424260139465332 (13.152650229632854) | > loss_duration: 1.6341506242752075 (1.6790626235306263) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.140714645385742 (27.52410643547773) | > grad_norm_1: tensor(460.5168, device='cuda:0') (tensor(421.8178, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8449 (0.8475297670811415) | > loader_time: 0.0097 (0.009884147439151999)  --> TIME: 2025-05-10 14:50:06 -- STEP: 562/725 -- GLOBAL_STEP: 248700 | > loss_disc: 2.3097383975982666 (2.2165684358505175) | > loss_disc_real_0: 0.16101181507110596 (0.14145688806723453) | > loss_disc_real_1: 0.19554583728313446 (0.1917459085265512) | > loss_disc_real_2: 0.19252856075763702 (0.18913416426589055) | > loss_disc_real_3: 0.24311110377311707 (0.2052267333790925) | > loss_disc_real_4: 0.24006950855255127 (0.1970303644064907) | > loss_disc_real_5: 0.24131563305854797 (0.20834360502368607) | > loss_0: 2.3097383975982666 (2.2165684358505175) | > grad_norm_0: tensor(28.0939, device='cuda:0') (tensor(21.6512, device='cuda:0')) | > loss_gen: 2.636988639831543 (2.7473087599269026) | > loss_kl: 1.5669453144073486 (1.719412035577238) | > loss_feat: 7.068765163421631 (8.223836623901159) | > loss_mel: 10.626324653625488 (13.166415996823025) | > loss_duration: 1.655535101890564 (1.679060447258457) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.5545597076416 (27.536033850971908) | > grad_norm_1: tensor(394.7971, device='cuda:0') (tensor(422.7844, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8961 (0.847346272757045) | > loader_time: 0.0098 (0.009919753702509864)  --> TIME: 2025-05-10 14:50:49 -- STEP: 612/725 -- GLOBAL_STEP: 248750 | > loss_disc: 2.1765451431274414 (2.2164157810164427) | > loss_disc_real_0: 0.13536642491817474 (0.14168665766277747) | > loss_disc_real_1: 0.19942912459373474 (0.19178069202728518) | > loss_disc_real_2: 0.20049673318862915 (0.1892813320204714) | > loss_disc_real_3: 0.21034422516822815 (0.20508295818676361) | > loss_disc_real_4: 0.24180388450622559 (0.19706791722112235) | > loss_disc_real_5: 0.20661869645118713 (0.2077881252405299) | > loss_0: 2.1765451431274414 (2.2164157810164427) | > grad_norm_0: tensor(27.3112, device='cuda:0') (tensor(21.9740, device='cuda:0')) | > loss_gen: 2.8423991203308105 (2.7486918463426484) | > loss_kl: 1.7564380168914795 (1.7222855213810424) | > loss_feat: 7.8079609870910645 (8.218576802926913) | > loss_mel: 13.721179962158203 (13.148131303537907) | > loss_duration: 1.6195347309112549 (1.6788309798910728) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.747514724731445 (27.516516436159215) | > grad_norm_1: tensor(403.3199, device='cuda:0') (tensor(426.6371, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8004 (0.8473960819587211) | > loader_time: 0.0088 (0.00992883576287163)  --> TIME: 2025-05-10 14:51:32 -- STEP: 662/725 -- GLOBAL_STEP: 248800 | > loss_disc: 2.2512311935424805 (2.2166778131914264) | > loss_disc_real_0: 0.14809945225715637 (0.14176031643260276) | > loss_disc_real_1: 0.1899573802947998 (0.1916927361461331) | > loss_disc_real_2: 0.19216902554035187 (0.18913365781217192) | > loss_disc_real_3: 0.23624855279922485 (0.20528316979501904) | > loss_disc_real_4: 0.22370022535324097 (0.19716619132958887) | > loss_disc_real_5: 0.2469414621591568 (0.2077486636145236) | > loss_0: 2.2512311935424805 (2.2166778131914264) | > grad_norm_0: tensor(31.7493, device='cuda:0') (tensor(22.0810, device='cuda:0')) | > loss_gen: 2.6543362140655518 (2.7459169914355095) | > loss_kl: 1.738385558128357 (1.7238651917420131) | > loss_feat: 7.828257083892822 (8.199808884963542) | > loss_mel: 13.345598220825195 (13.118994367086637) | > loss_duration: 1.7027201652526855 (1.67924431461582) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.269298553466797 (27.467829756146106) | > grad_norm_1: tensor(562.8624, device='cuda:0') (tensor(431.0597, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8626 (0.8467924692119358) | > loader_time: 0.0098 (0.009927233180250641)  --> TIME: 2025-05-10 14:52:15 -- STEP: 712/725 -- GLOBAL_STEP: 248850 | > loss_disc: 2.1131539344787598 (2.2146001937014312) | > loss_disc_real_0: 0.10029438883066177 (0.14108161283970874) | > loss_disc_real_1: 0.197048157453537 (0.19166265572473573) | > loss_disc_real_2: 0.2130317986011505 (0.18902211835126528) | > loss_disc_real_3: 0.2012081742286682 (0.20510880772568538) | > loss_disc_real_4: 0.20232804119586945 (0.19706015372544208) | > loss_disc_real_5: 0.23101399838924408 (0.20748544668548552) | > loss_0: 2.1131539344787598 (2.2146001937014312) | > grad_norm_0: tensor(25.9186, device='cuda:0') (tensor(22.0923, device='cuda:0')) | > loss_gen: 2.9520602226257324 (2.7493800798828696) | > loss_kl: 1.7645230293273926 (1.7242927070748946) | > loss_feat: 8.492271423339844 (8.216006767214028) | > loss_mel: 14.583271980285645 (13.12270077024953) | > loss_duration: 1.6806044578552246 (1.6788702876715178) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.47273063659668 (27.491250619459684) | > grad_norm_1: tensor(619.9626, device='cuda:0') (tensor(435.8539, device='cuda:0')) | > current_lr_0: 0.0001931448038648791 | > current_lr_1: 0.0001931448038648791 | > step_time: 0.8273 (0.8468673821915403) | > loader_time: 0.0096 (0.00992988569013188)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.402510404586792 (2.402510404586792) | > loss_disc_real_0: 0.20962096750736237 (0.20962096750736237) | > loss_disc_real_1: 0.1998996138572693 (0.1998996138572693) | > loss_disc_real_2: 0.18632200360298157 (0.18632200360298157) | > loss_disc_real_3: 0.24864856898784637 (0.24864856898784637) | > loss_disc_real_4: 0.27156710624694824 (0.27156710624694824) | > loss_disc_real_5: 0.2528594136238098 (0.2528594136238098) | > loss_0: 2.402510404586792 (2.402510404586792) | > loss_gen: 2.7506604194641113 (2.7506604194641113) | > loss_kl: 2.186222553253174 (2.186222553253174) | > loss_feat: 6.852164268493652 (6.852164268493652) | > loss_mel: 12.686941146850586 (12.686941146850586) | > loss_duration: 1.6926418542861938 (1.6926418542861938) | > loss_1: 26.168630599975586 (26.168630599975586)  --> STEP: 1 | > loss_disc: 2.21169114112854 (2.21169114112854) | > loss_disc_real_0: 0.16150116920471191 (0.16150116920471191) | > loss_disc_real_1: 0.18458116054534912 (0.18458116054534912) | > loss_disc_real_2: 0.18421539664268494 (0.18421539664268494) | > loss_disc_real_3: 0.2126736044883728 (0.2126736044883728) | > loss_disc_real_4: 0.2078685313463211 (0.2078685313463211) | > loss_disc_real_5: 0.23938599228858948 (0.23938599228858948) | > loss_0: 2.21169114112854 (2.21169114112854) | > loss_gen: 2.889940023422241 (2.889940023422241) | > loss_kl: 2.158397674560547 (2.158397674560547) | > loss_feat: 8.42219352722168 (8.42219352722168) | > loss_mel: 14.181037902832031 (14.181037902832031) | > loss_duration: 1.8004716634750366 (1.8004716634750366) | > loss_1: 29.452041625976562 (29.452041625976562)  --> STEP: 2 | > loss_disc: 2.4392142295837402 (2.32545268535614) | > loss_disc_real_0: 0.18170544505119324 (0.17160330712795258) | > loss_disc_real_1: 0.20353931188583374 (0.19406023621559143) | > loss_disc_real_2: 0.20208530128002167 (0.1931503489613533) | > loss_disc_real_3: 0.23775829374790192 (0.22521594911813736) | > loss_disc_real_4: 0.25412318110466003 (0.23099585622549057) | > loss_disc_real_5: 0.28621387481689453 (0.262799933552742) | > loss_0: 2.4392142295837402 (2.32545268535614) | > loss_gen: 2.727250099182129 (2.808595061302185) | > loss_kl: 2.227221727371216 (2.1928097009658813) | > loss_feat: 7.117485046386719 (7.769839286804199) | > loss_mel: 12.67236042022705 (13.426699161529541) | > loss_duration: 1.872414469718933 (1.8364430665969849) | > loss_1: 26.616729736328125 (28.034385681152344)  --> STEP: 3 | > loss_disc: 2.351372241973877 (2.3340925375620523) | > loss_disc_real_0: 0.18395106494426727 (0.17571922640005747) | > loss_disc_real_1: 0.21064987778663635 (0.19959011673927307) | > loss_disc_real_2: 0.1977321356534958 (0.19467761119206747) | > loss_disc_real_3: 0.2574073374271393 (0.23594641188780466) | > loss_disc_real_4: 0.2766290009021759 (0.24620690445105234) | > loss_disc_real_5: 0.266831636428833 (0.264143834511439) | > loss_0: 2.351372241973877 (2.3340925375620523) | > loss_gen: 2.8998289108276367 (2.8390063444773355) | > loss_kl: 2.045351028442383 (2.1436568101247153) | > loss_feat: 7.316510200500488 (7.618729591369629) | > loss_mel: 13.76762866973877 (13.540342330932617) | > loss_duration: 1.8172458410263062 (1.8300439914067586) | > loss_1: 27.84656524658203 (27.971778869628906)  --> STEP: 4 | > loss_disc: 2.4303500652313232 (2.35815691947937) | > loss_disc_real_0: 0.20610643923282623 (0.18331602960824966) | > loss_disc_real_1: 0.21463796496391296 (0.20335207879543304) | > loss_disc_real_2: 0.21694375574588776 (0.20024414733052254) | > loss_disc_real_3: 0.2396513968706131 (0.23687265813350677) | > loss_disc_real_4: 0.2503652572631836 (0.24724649265408516) | > loss_disc_real_5: 0.24193984270095825 (0.2585928365588188) | > loss_0: 2.4303500652313232 (2.35815691947937) | > loss_gen: 2.743023157119751 (2.8150105476379395) | > loss_kl: 1.9743220806121826 (2.101323127746582) | > loss_feat: 7.233991622924805 (7.522545099258423) | > loss_mel: 11.956116676330566 (13.144285917282104) | > loss_duration: 1.7730791568756104 (1.8158027827739716) | > loss_1: 25.680532455444336 (27.398967266082764) --> EVAL PERFORMANCE | > avg_loader_time: 0.27756941318511963 (-0.007451772689819336) | > avg_loss_disc: 2.35815691947937 (+0.05419081449508667) | > avg_loss_disc_real_0: 0.18331602960824966 (+0.023959871381521225) | > avg_loss_disc_real_1: 0.20335207879543304 (-0.010560676455497742) | > avg_loss_disc_real_2: 0.20024414733052254 (+0.053354017436504364) | > avg_loss_disc_real_3: 0.23687265813350677 (-0.003386855125427246) | > avg_loss_disc_real_4: 0.24724649265408516 (+0.0027258694171905518) | > avg_loss_disc_real_5: 0.2585928365588188 (+0.012555107474327087) | > avg_loss_0: 2.35815691947937 (+0.05419081449508667) | > avg_loss_gen: 2.8150105476379395 (+0.12377440929412842) | > avg_loss_kl: 2.101323127746582 (+0.1702204942703247) | > avg_loss_feat: 7.522545099258423 (-0.7992271184921265) | > avg_loss_mel: 13.144285917282104 (-0.5689091682434082) | > avg_loss_duration: 1.8158027827739716 (-0.0006133615970611572) | > avg_loss_1: 27.398967266082764 (-1.0747547149658203)  > EPOCH: 280/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 14:52:32)   --> TIME: 2025-05-10 14:53:06 -- STEP: 37/725 -- GLOBAL_STEP: 248900 | > loss_disc: 2.2273812294006348 (2.22476390890173) | > loss_disc_real_0: 0.12786848843097687 (0.13844805492742643) | > loss_disc_real_1: 0.17525102198123932 (0.19618409791508237) | > loss_disc_real_2: 0.19773904979228973 (0.1899888668511365) | > loss_disc_real_3: 0.15077392756938934 (0.2064503270226556) | > loss_disc_real_4: 0.17272067070007324 (0.1964432081660709) | > loss_disc_real_5: 0.20828750729560852 (0.20989495193636096) | > loss_0: 2.2273812294006348 (2.22476390890173) | > grad_norm_0: tensor(19.3485, device='cuda:0') (tensor(22.0545, device='cuda:0')) | > loss_gen: 2.704669952392578 (2.748327197255315) | > loss_kl: 1.796093225479126 (1.7397278064006083) | > loss_feat: 8.688980102539062 (8.134668092469912) | > loss_mel: 12.863631248474121 (13.092354207425505) | > loss_duration: 1.6780778169631958 (1.6757650310928758) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.73145294189453 (27.390842386194176) | > grad_norm_1: tensor(473.7786, device='cuda:0') (tensor(445.8957, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8604 (0.8471801216537888) | > loader_time: 0.0097 (0.010110442702834671)  --> TIME: 2025-05-10 14:53:50 -- STEP: 87/725 -- GLOBAL_STEP: 248950 | > loss_disc: 2.2680087089538574 (2.23582340657026) | > loss_disc_real_0: 0.15562672913074493 (0.1423582446643676) | > loss_disc_real_1: 0.22639122605323792 (0.19681855316819816) | > loss_disc_real_2: 0.18973958492279053 (0.19205429910243244) | > loss_disc_real_3: 0.19906139373779297 (0.2070399072320982) | > loss_disc_real_4: 0.19048528373241425 (0.19739512225677228) | > loss_disc_real_5: 0.196795254945755 (0.20676772364939766) | > loss_0: 2.2680087089538574 (2.23582340657026) | > grad_norm_0: tensor(13.0989, device='cuda:0') (tensor(21.9780, device='cuda:0')) | > loss_gen: 2.6605968475341797 (2.7168810367584237) | > loss_kl: 1.6484073400497437 (1.7100294691392746) | > loss_feat: 7.860321521759033 (7.97530102455753) | > loss_mel: 13.028620719909668 (12.8514351680361) | > loss_duration: 1.657078742980957 (1.67955818395505) | > amp_scaler: 512.0 (258.9425287356322) | > loss_1: 26.855026245117188 (26.933204935885023) | > grad_norm_1: tensor(326.8123, device='cuda:0') (tensor(451.4993, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8223 (0.8555938622047161) | > loader_time: 0.0092 (0.010080512912794095)  --> TIME: 2025-05-10 14:54:34 -- STEP: 137/725 -- GLOBAL_STEP: 249000 | > loss_disc: 2.1362266540527344 (2.2208140174837876) | > loss_disc_real_0: 0.11006612330675125 (0.1438522233906453) | > loss_disc_real_1: 0.22526851296424866 (0.1950264891786297) | > loss_disc_real_2: 0.16845476627349854 (0.1897760244616627) | > loss_disc_real_3: 0.20894376933574677 (0.20496402844025272) | > loss_disc_real_4: 0.1849355697631836 (0.197785901544738) | > loss_disc_real_5: 0.1996675282716751 (0.2041841664888563) | > loss_0: 2.1362266540527344 (2.2208140174837876) | > grad_norm_0: tensor(25.5727, device='cuda:0') (tensor(24.1318, device='cuda:0')) | > loss_gen: 2.7679007053375244 (2.7534999029479765) | > loss_kl: 1.7624449729919434 (1.7239868249336299) | > loss_feat: 8.65471076965332 (8.166065511912326) | > loss_mel: 12.438202857971191 (12.996447298648583) | > loss_duration: 1.6647014617919922 (1.6809775698794065) | > amp_scaler: 256.0 (272.81751824817513) | > loss_1: 27.287960052490234 (27.320977078737133) | > grad_norm_1: tensor(421.2206, device='cuda:0') (tensor(455.5139, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8229 (0.8592944684689933) | > loader_time: 0.0107 (0.010260094691367044) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_249000.pth  --> TIME: 2025-05-10 14:55:20 -- STEP: 187/725 -- GLOBAL_STEP: 249050 | > loss_disc: 2.240975856781006 (2.2205471565379167) | > loss_disc_real_0: 0.1401665359735489 (0.1427574597577998) | > loss_disc_real_1: 0.18388055264949799 (0.19385734766243606) | > loss_disc_real_2: 0.18425843119621277 (0.18964816056152078) | > loss_disc_real_3: 0.20526745915412903 (0.20565040114729158) | > loss_disc_real_4: 0.19471028447151184 (0.1979135683672951) | > loss_disc_real_5: 0.21121935546398163 (0.20425976892524858) | > loss_0: 2.240975856781006 (2.2205471565379167) | > grad_norm_0: tensor(12.0495, device='cuda:0') (tensor(23.9697, device='cuda:0')) | > loss_gen: 2.6052634716033936 (2.7543705937696656) | > loss_kl: 1.7520948648452759 (1.7180368804676647) | > loss_feat: 7.681056022644043 (8.165751620409967) | > loss_mel: 12.276949882507324 (13.039641023319673) | > loss_duration: 1.7029860019683838 (1.681488121257109) | > amp_scaler: 256.0 (268.3208556149731) | > loss_1: 26.01835060119629 (27.35928824113652) | > grad_norm_1: tensor(209.0453, device='cuda:0') (tensor(447.7017, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8677 (0.8590331396317101) | > loader_time: 0.0099 (0.010323288606449885)  --> TIME: 2025-05-10 14:56:04 -- STEP: 237/725 -- GLOBAL_STEP: 249100 | > loss_disc: 2.1146907806396484 (2.2154832816828147) | > loss_disc_real_0: 0.13281893730163574 (0.14163569508725585) | > loss_disc_real_1: 0.2115405797958374 (0.19306128305473402) | > loss_disc_real_2: 0.19691884517669678 (0.1895172015021119) | > loss_disc_real_3: 0.2036532163619995 (0.2049549996601378) | > loss_disc_real_4: 0.186519056558609 (0.19800116071469673) | > loss_disc_real_5: 0.21271105110645294 (0.20486241912288503) | > loss_0: 2.1146907806396484 (2.2154832816828147) | > grad_norm_0: tensor(36.6942, device='cuda:0') (tensor(23.2956, device='cuda:0')) | > loss_gen: 3.027900218963623 (2.7591598567077384) | > loss_kl: 1.8962398767471313 (1.7197343624090846) | > loss_feat: 9.907573699951172 (8.214073829007054) | > loss_mel: 15.449811935424805 (13.077425288751659) | > loss_duration: 1.652377963066101 (1.6813016923671031) | > amp_scaler: 256.0 (265.7215189873416) | > loss_1: 31.93390464782715 (27.45169507602096) | > grad_norm_1: tensor(611.4482, device='cuda:0') (tensor(446.6555, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.832 (0.8591046222654577) | > loader_time: 0.009 (0.010275785430071224)  --> TIME: 2025-05-10 14:56:47 -- STEP: 287/725 -- GLOBAL_STEP: 249150 | > loss_disc: 2.183988571166992 (2.2131364798296618) | > loss_disc_real_0: 0.13761849701404572 (0.141125292909893) | > loss_disc_real_1: 0.1707485318183899 (0.19272378434910586) | > loss_disc_real_2: 0.17351554334163666 (0.1892730784748489) | > loss_disc_real_3: 0.23730790615081787 (0.20500698727182395) | > loss_disc_real_4: 0.17972157895565033 (0.19760807149293935) | > loss_disc_real_5: 0.1894693523645401 (0.2052651894528692) | > loss_0: 2.183988571166992 (2.2131364798296618) | > grad_norm_0: tensor(20.8192, device='cuda:0') (tensor(22.9991, device='cuda:0')) | > loss_gen: 2.7994565963745117 (2.7592446156079773) | > loss_kl: 1.6406340599060059 (1.7162250604363682) | > loss_feat: 9.110867500305176 (8.231788774816005) | > loss_mel: 13.997642517089844 (13.104683098477356) | > loss_duration: 1.6920610666275024 (1.6812429095809882) | > amp_scaler: 256.0 (264.0278745644597) | > loss_1: 29.240659713745117 (27.49318451166984) | > grad_norm_1: tensor(586.9224, device='cuda:0') (tensor(452.7911, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8083 (0.8568478718867286) | > loader_time: 0.0094 (0.010205912673099532)  --> TIME: 2025-05-10 14:57:30 -- STEP: 337/725 -- GLOBAL_STEP: 249200 | > loss_disc: 2.2564334869384766 (2.2134339579488826) | > loss_disc_real_0: 0.09797384589910507 (0.1407999438109313) | > loss_disc_real_1: 0.18706507980823517 (0.19286013113815623) | > loss_disc_real_2: 0.1726752668619156 (0.18957883800526396) | > loss_disc_real_3: 0.22232429683208466 (0.20483622980754532) | > loss_disc_real_4: 0.19616906344890594 (0.19789354918795443) | > loss_disc_real_5: 0.21772940456867218 (0.20519244529373223) | > loss_0: 2.2564334869384766 (2.2134339579488826) | > grad_norm_0: tensor(14.3940, device='cuda:0') (tensor(23.1548, device='cuda:0')) | > loss_gen: 2.7716779708862305 (2.7620705978099265) | > loss_kl: 1.7177807092666626 (1.7084335728993394) | > loss_feat: 8.372566223144531 (8.238487143191104) | > loss_mel: 13.368270874023438 (13.097388038295666) | > loss_duration: 1.6577407121658325 (1.6805879358721763) | > amp_scaler: 256.0 (262.8367952522253) | > loss_1: 27.888038635253906 (27.486967330162887) | > grad_norm_1: tensor(424.5966, device='cuda:0') (tensor(455.9995, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8566 (0.8567291890832014) | > loader_time: 0.0097 (0.010146115583199077)  --> TIME: 2025-05-10 14:58:14 -- STEP: 387/725 -- GLOBAL_STEP: 249250 | > loss_disc: 2.2442750930786133 (2.210348497681532) | > loss_disc_real_0: 0.09465093910694122 (0.1402661934186938) | > loss_disc_real_1: 0.19682998955249786 (0.19268265224088368) | > loss_disc_real_2: 0.19456467032432556 (0.1894094592456053) | > loss_disc_real_3: 0.2239559292793274 (0.20477568167586666) | > loss_disc_real_4: 0.2062605321407318 (0.19742512140779217) | > loss_disc_real_5: 0.21859872341156006 (0.20497818760939662) | > loss_0: 2.2442750930786133 (2.210348497681532) | > grad_norm_0: tensor(16.5699, device='cuda:0') (tensor(23.1096, device='cuda:0')) | > loss_gen: 2.8466553688049316 (2.7644309634078095) | > loss_kl: 1.6450210809707642 (1.7053017677878834) | > loss_feat: 7.8251566886901855 (8.240498233519165) | > loss_mel: 12.670804977416992 (13.085929680856315) | > loss_duration: 1.756340503692627 (1.6803285650504647) | > amp_scaler: 256.0 (261.9534883720931) | > loss_1: 26.74397850036621 (27.47648925682679) | > grad_norm_1: tensor(297.0994, device='cuda:0') (tensor(458.2131, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8924 (0.8567050612250041) | > loader_time: 0.0124 (0.010128553523573777)  --> TIME: 2025-05-10 14:58:58 -- STEP: 437/725 -- GLOBAL_STEP: 249300 | > loss_disc: 2.1688201427459717 (2.210093450764497) | > loss_disc_real_0: 0.12676231563091278 (0.1401310449538569) | > loss_disc_real_1: 0.18128247559070587 (0.19262810552693058) | > loss_disc_real_2: 0.21125274896621704 (0.18950955706139172) | > loss_disc_real_3: 0.1946125328540802 (0.20471739990623924) | > loss_disc_real_4: 0.18009574711322784 (0.19740314082641072) | > loss_disc_real_5: 0.17808343470096588 (0.20495654707369604) | > loss_0: 2.1688201427459717 (2.210093450764497) | > grad_norm_0: tensor(27.6772, device='cuda:0') (tensor(23.2077, device='cuda:0')) | > loss_gen: 2.690436363220215 (2.766113747721135) | > loss_kl: 1.8122295141220093 (1.7102752037397506) | > loss_feat: 8.386946678161621 (8.244004121906968) | > loss_mel: 12.985794067382812 (13.083981784584866) | > loss_duration: 1.6500184535980225 (1.680161185068178) | > amp_scaler: 256.0 (261.2723112128146) | > loss_1: 27.525426864624023 (27.484536094578235) | > grad_norm_1: tensor(496.2990, device='cuda:0') (tensor(458.2343, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8917 (0.8576879806867728) | > loader_time: 0.0092 (0.010146598794094765)  --> TIME: 2025-05-10 14:59:41 -- STEP: 487/725 -- GLOBAL_STEP: 249350 | > loss_disc: 2.3150887489318848 (2.210049745728103) | > loss_disc_real_0: 0.1128288209438324 (0.13980373495413292) | > loss_disc_real_1: 0.17460237443447113 (0.1925702600508499) | > loss_disc_real_2: 0.21891827881336212 (0.18955944007304654) | > loss_disc_real_3: 0.20119981467723846 (0.20484379365336486) | > loss_disc_real_4: 0.1954663246870041 (0.19730328724124832) | > loss_disc_real_5: 0.18855436146259308 (0.20515693017344705) | > loss_0: 2.3150887489318848 (2.210049745728103) | > grad_norm_0: tensor(21.2655, device='cuda:0') (tensor(23.2223, device='cuda:0')) | > loss_gen: 2.5259149074554443 (2.765615643417078) | > loss_kl: 1.745363712310791 (1.7104481275076735) | > loss_feat: 7.0015363693237305 (8.242434438004388) | > loss_mel: 12.662351608276367 (13.097428609703112) | > loss_duration: 1.6733633279800415 (1.68063826605035) | > amp_scaler: 256.0 (260.7310061601642) | > loss_1: 25.608530044555664 (27.496565119686558) | > grad_norm_1: tensor(237.7767, device='cuda:0') (tensor(460.0309, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.825 (0.8574009132581082) | > loader_time: 0.0093 (0.010156609439262382)  --> TIME: 2025-05-10 15:00:25 -- STEP: 537/725 -- GLOBAL_STEP: 249400 | > loss_disc: 2.236161947250366 (2.2105078506292135) | > loss_disc_real_0: 0.16052448749542236 (0.1398136123903859) | > loss_disc_real_1: 0.20408646762371063 (0.19267271409154596) | > loss_disc_real_2: 0.1835794597864151 (0.18947606257664198) | > loss_disc_real_3: 0.18608903884887695 (0.20483591378401117) | > loss_disc_real_4: 0.191611185669899 (0.19722935052335366) | > loss_disc_real_5: 0.2174576073884964 (0.20543162197263112) | > loss_0: 2.236161947250366 (2.2105078506292135) | > grad_norm_0: tensor(16.9605, device='cuda:0') (tensor(23.1335, device='cuda:0')) | > loss_gen: 2.583676338195801 (2.7641088678406174) | > loss_kl: 1.5364738702774048 (1.707743385872583) | > loss_feat: 8.258601188659668 (8.239488297112603) | > loss_mel: 12.94854736328125 (13.117976849305562) | > loss_duration: 1.704964280128479 (1.6808085099722863) | > amp_scaler: 256.0 (260.2905027932959) | > loss_1: 27.03226089477539 (27.510125936298618) | > grad_norm_1: tensor(351.3980, device='cuda:0') (tensor(462.3161, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8519 (0.8571015465414947) | > loader_time: 0.0116 (0.010202082841755965)  --> TIME: 2025-05-10 15:01:08 -- STEP: 587/725 -- GLOBAL_STEP: 249450 | > loss_disc: 2.11446213722229 (2.2117971504770306) | > loss_disc_real_0: 0.17233939468860626 (0.1395975160943995) | > loss_disc_real_1: 0.19791923463344574 (0.19287758481766532) | > loss_disc_real_2: 0.17112058401107788 (0.18963628690023446) | > loss_disc_real_3: 0.18542852997779846 (0.20491035087145168) | > loss_disc_real_4: 0.18731123208999634 (0.19721706104948727) | > loss_disc_real_5: 0.22040705382823944 (0.2053383772834197) | > loss_0: 2.11446213722229 (2.2117971504770306) | > grad_norm_0: tensor(28.1028, device='cuda:0') (tensor(23.1309, device='cuda:0')) | > loss_gen: 2.9356894493103027 (2.7626179812104783) | > loss_kl: 1.6757878065109253 (1.7095780754414287) | > loss_feat: 8.147981643676758 (8.230551972299866) | > loss_mel: 12.897392272949219 (13.09896696243416) | > loss_duration: 1.6622694730758667 (1.6803046694403003) | > amp_scaler: 256.0 (259.9250425894378) | > loss_1: 27.319120407104492 (27.482019690882403) | > grad_norm_1: tensor(735.5996, device='cuda:0') (tensor(465.4364, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.857 (0.8567021945063055) | > loader_time: 0.0139 (0.010218334766628399)  --> TIME: 2025-05-10 15:01:51 -- STEP: 637/725 -- GLOBAL_STEP: 249500 | > loss_disc: 2.3091630935668945 (2.2116891207462954) | > loss_disc_real_0: 0.11348514258861542 (0.14009584824509297) | > loss_disc_real_1: 0.20295797288417816 (0.1927490167939681) | > loss_disc_real_2: 0.18818676471710205 (0.1897428989457187) | > loss_disc_real_3: 0.22486643493175507 (0.20490201837507488) | > loss_disc_real_4: 0.19336166977882385 (0.1974074014314863) | > loss_disc_real_5: 0.22282271087169647 (0.20490973584318845) | > loss_0: 2.3091630935668945 (2.2116891207462954) | > grad_norm_0: tensor(34.3867, device='cuda:0') (tensor(23.3829, device='cuda:0')) | > loss_gen: 2.620807409286499 (2.7657494077128573) | > loss_kl: 1.8362510204315186 (1.7124137784847102) | > loss_feat: 7.075819492340088 (8.237101054827871) | > loss_mel: 11.908843040466309 (13.114308490483687) | > loss_duration: 1.6624425649642944 (1.6802554201668065) | > amp_scaler: 256.0 (259.6169544740973) | > loss_1: 25.104164123535156 (27.50982819022712) | > grad_norm_1: tensor(477.8359, device='cuda:0') (tensor(465.9561, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8399 (0.8563404068280613) | > loader_time: 0.0094 (0.010272373771368066)  --> TIME: 2025-05-10 15:02:34 -- STEP: 687/725 -- GLOBAL_STEP: 249550 | > loss_disc: 2.2104930877685547 (2.212411915197472) | > loss_disc_real_0: 0.15351560711860657 (0.14007027738956726) | > loss_disc_real_1: 0.19642463326454163 (0.1929026681826798) | > loss_disc_real_2: 0.18564768135547638 (0.18982275964738343) | > loss_disc_real_3: 0.1935148984193802 (0.20505361135349529) | > loss_disc_real_4: 0.20663075149059296 (0.19731138221474878) | > loss_disc_real_5: 0.18369673192501068 (0.2052262743400869) | > loss_0: 2.2104930877685547 (2.212411915197472) | > grad_norm_0: tensor(10.8147, device='cuda:0') (tensor(23.2303, device='cuda:0')) | > loss_gen: 2.7031667232513428 (2.765422989707848) | > loss_kl: 1.6634989976882935 (1.7118788964536689) | > loss_feat: 8.039040565490723 (8.230999436440948) | > loss_mel: 12.334134101867676 (13.110521056940112) | > loss_duration: 1.6839818954467773 (1.6801768317493293) | > amp_scaler: 256.0 (259.353711790393) | > loss_1: 26.423824310302734 (27.498999244434508) | > grad_norm_1: tensor(242.4158, device='cuda:0') (tensor(460.3806, device='cuda:0')) | > current_lr_0: 0.00019312066076439597 | > current_lr_1: 0.00019312066076439597 | > step_time: 0.8793 (0.8556321940914859) | > loader_time: 0.0096 (0.010268385233316893)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3320066928863525 (2.3320066928863525) | > loss_disc_real_0: 0.12831014394760132 (0.12831014394760132) | > loss_disc_real_1: 0.19701707363128662 (0.19701707363128662) | > loss_disc_real_2: 0.21617674827575684 (0.21617674827575684) | > loss_disc_real_3: 0.228825643658638 (0.228825643658638) | > loss_disc_real_4: 0.2689141631126404 (0.2689141631126404) | > loss_disc_real_5: 0.2389540672302246 (0.2389540672302246) | > loss_0: 2.3320066928863525 (2.3320066928863525) | > loss_gen: 2.6148722171783447 (2.6148722171783447) | > loss_kl: 2.0231306552886963 (2.0231306552886963) | > loss_feat: 7.654908657073975 (7.654908657073975) | > loss_mel: 13.29352855682373 (13.29352855682373) | > loss_duration: 1.7040889263153076 (1.7040889263153076) | > loss_1: 27.290529251098633 (27.290529251098633)  --> STEP: 1 | > loss_disc: 2.297389507293701 (2.297389507293701) | > loss_disc_real_0: 0.13223232328891754 (0.13223232328891754) | > loss_disc_real_1: 0.2178962677717209 (0.2178962677717209) | > loss_disc_real_2: 0.20741009712219238 (0.20741009712219238) | > loss_disc_real_3: 0.23054923117160797 (0.23054923117160797) | > loss_disc_real_4: 0.25058647990226746 (0.25058647990226746) | > loss_disc_real_5: 0.2310975342988968 (0.2310975342988968) | > loss_0: 2.297389507293701 (2.297389507293701) | > loss_gen: 2.682356834411621 (2.682356834411621) | > loss_kl: 2.2218260765075684 (2.2218260765075684) | > loss_feat: 7.480166435241699 (7.480166435241699) | > loss_mel: 12.964432716369629 (12.964432716369629) | > loss_duration: 1.8079979419708252 (1.8079979419708252) | > loss_1: 27.156780242919922 (27.156780242919922)  --> STEP: 2 | > loss_disc: 2.3509039878845215 (2.3241467475891113) | > loss_disc_real_0: 0.13206763565540314 (0.13214997947216034) | > loss_disc_real_1: 0.21423138678073883 (0.21606382727622986) | > loss_disc_real_2: 0.21913759410381317 (0.21327384561300278) | > loss_disc_real_3: 0.21285681426525116 (0.22170302271842957) | > loss_disc_real_4: 0.29250481724739075 (0.2715456485748291) | > loss_disc_real_5: 0.22970668971538544 (0.2304021120071411) | > loss_0: 2.3509039878845215 (2.3241467475891113) | > loss_gen: 2.610764741897583 (2.646560788154602) | > loss_kl: 1.9413018226623535 (2.081563949584961) | > loss_feat: 7.618241310119629 (7.549203872680664) | > loss_mel: 13.816493034362793 (13.390462875366211) | > loss_duration: 1.8441661596298218 (1.8260820508003235) | > loss_1: 27.830968856811523 (27.493874549865723)  --> STEP: 3 | > loss_disc: 2.263057231903076 (2.303783575693766) | > loss_disc_real_0: 0.12011811882257462 (0.12813935925563177) | > loss_disc_real_1: 0.20204898715019226 (0.211392213900884) | > loss_disc_real_2: 0.1939430981874466 (0.20683026313781738) | > loss_disc_real_3: 0.2113148719072342 (0.21824030578136444) | > loss_disc_real_4: 0.2333773672580719 (0.25882288813591003) | > loss_disc_real_5: 0.2308318316936493 (0.23054535190264383) | > loss_0: 2.263057231903076 (2.303783575693766) | > loss_gen: 2.632495880126953 (2.6418724854787192) | > loss_kl: 1.9736402034759521 (2.0455893675486245) | > loss_feat: 8.719829559326172 (7.939412434895833) | > loss_mel: 14.338815689086914 (13.70658047993978) | > loss_duration: 1.7993135452270508 (1.8171592156092327) | > loss_1: 29.464096069335938 (28.150615056355793)  --> STEP: 4 | > loss_disc: 2.1742043495178223 (2.2713887691497803) | > loss_disc_real_0: 0.13106945157051086 (0.12887188233435154) | > loss_disc_real_1: 0.20758512616157532 (0.21044044196605682) | > loss_disc_real_2: 0.19791118800640106 (0.2046004943549633) | > loss_disc_real_3: 0.19046780467033386 (0.2112971805036068) | > loss_disc_real_4: 0.22622041404247284 (0.25067226961255074) | > loss_disc_real_5: 0.1942409723997116 (0.22146925702691078) | > loss_0: 2.1742043495178223 (2.2713887691497803) | > loss_gen: 2.7111263275146484 (2.6591859459877014) | > loss_kl: 2.075193405151367 (2.0529903769493103) | > loss_feat: 7.953887462615967 (7.943031191825867) | > loss_mel: 13.361641883850098 (13.620345830917358) | > loss_duration: 1.757763147354126 (1.802310198545456) | > loss_1: 27.8596134185791 (28.07786464691162) --> EVAL PERFORMANCE | > avg_loader_time: 0.28824514150619507 (+0.01067572832107544) | > avg_loss_disc: 2.2713887691497803 (-0.08676815032958984) | > avg_loss_disc_real_0: 0.12887188233435154 (-0.054444147273898125) | > avg_loss_disc_real_1: 0.21044044196605682 (+0.007088363170623779) | > avg_loss_disc_real_2: 0.2046004943549633 (+0.004356347024440765) | > avg_loss_disc_real_3: 0.2112971805036068 (-0.02557547762989998) | > avg_loss_disc_real_4: 0.25067226961255074 (+0.003425776958465576) | > avg_loss_disc_real_5: 0.22146925702691078 (-0.037123579531908035) | > avg_loss_0: 2.2713887691497803 (-0.08676815032958984) | > avg_loss_gen: 2.6591859459877014 (-0.15582460165023804) | > avg_loss_kl: 2.0529903769493103 (-0.04833275079727173) | > avg_loss_feat: 7.943031191825867 (+0.42048609256744385) | > avg_loss_mel: 13.620345830917358 (+0.4760599136352539) | > avg_loss_duration: 1.802310198545456 (-0.013492584228515625) | > avg_loss_1: 28.07786464691162 (+0.6788973808288574)  > EPOCH: 281/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 15:03:13)   --> TIME: 2025-05-10 15:03:26 -- STEP: 12/725 -- GLOBAL_STEP: 249600 | > loss_disc: 2.2291316986083984 (2.2389507492383323) | > loss_disc_real_0: 0.26642826199531555 (0.15201207374533018) | > loss_disc_real_1: 0.18457862734794617 (0.19382856662074724) | > loss_disc_real_2: 0.21126461029052734 (0.18993126352628073) | > loss_disc_real_3: 0.24541029334068298 (0.20838740095496178) | > loss_disc_real_4: 0.21820679306983948 (0.1940749722222487) | > loss_disc_real_5: 0.20611149072647095 (0.20607629045844078) | > loss_0: 2.2291316986083984 (2.2389507492383323) | > grad_norm_0: tensor(45.5217, device='cuda:0') (tensor(26.9806, device='cuda:0')) | > loss_gen: 2.926406145095825 (2.7541620333989463) | > loss_kl: 1.8132274150848389 (1.7358709772427876) | > loss_feat: 9.400337219238281 (8.248574058214823) | > loss_mel: 14.377470016479492 (13.146259784698486) | > loss_duration: 1.7088569402694702 (1.6772437791029613) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.22629737854004 (27.56211010615031) | > grad_norm_1: tensor(690.4396, device='cuda:0') (tensor(468.9005, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8438 (0.8376760482788086) | > loader_time: 0.0118 (0.010240832964579264)  --> TIME: 2025-05-10 15:04:09 -- STEP: 62/725 -- GLOBAL_STEP: 249650 | > loss_disc: 2.4009008407592773 (2.211642223019753) | > loss_disc_real_0: 0.14310412108898163 (0.14096695857663308) | > loss_disc_real_1: 0.19889236986637115 (0.19279004657460797) | > loss_disc_real_2: 0.21102461218833923 (0.1887849629406006) | > loss_disc_real_3: 0.1873762458562851 (0.2058801737523848) | > loss_disc_real_4: 0.2336016446352005 (0.19669584160850895) | > loss_disc_real_5: 0.2263263314962387 (0.20470468748000362) | > loss_0: 2.4009008407592773 (2.211642223019753) | > grad_norm_0: tensor(21.0711, device='cuda:0') (tensor(23.6009, device='cuda:0')) | > loss_gen: 2.36991286277771 (2.7514795257199194) | > loss_kl: 1.7007250785827637 (1.716324665854054) | > loss_feat: 6.417992115020752 (8.237232023669826) | > loss_mel: 11.264057159423828 (13.12698547301754) | > loss_duration: 1.730082631111145 (1.674326519812307) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.482770919799805 (27.50634817923269) | > grad_norm_1: tensor(224.3311, device='cuda:0') (tensor(460.1974, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8701 (0.853588342666626) | > loader_time: 0.0095 (0.009882219376102563)  --> TIME: 2025-05-10 15:04:53 -- STEP: 112/725 -- GLOBAL_STEP: 249700 | > loss_disc: 2.1313278675079346 (2.216161859886987) | > loss_disc_real_0: 0.14924219250679016 (0.13952107082254134) | > loss_disc_real_1: 0.15599171817302704 (0.19220471741365536) | > loss_disc_real_2: 0.17142413556575775 (0.18974197376519442) | > loss_disc_real_3: 0.1941540539264679 (0.20631588822496788) | > loss_disc_real_4: 0.20709633827209473 (0.19747747361127818) | > loss_disc_real_5: 0.19108650088310242 (0.20663280319422486) | > loss_0: 2.1313278675079346 (2.216161859886987) | > grad_norm_0: tensor(19.9576, device='cuda:0') (tensor(23.4520, device='cuda:0')) | > loss_gen: 2.821680784225464 (2.7440360976117) | > loss_kl: 1.5240718126296997 (1.7083503167544092) | > loss_feat: 9.222618103027344 (8.185884156397409) | > loss_mel: 13.716931343078613 (13.102408119610379) | > loss_duration: 1.6809018850326538 (1.6790297265563694) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.966203689575195 (27.419708388192312) | > grad_norm_1: tensor(668.6872, device='cuda:0') (tensor(463.6456, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8185 (0.8536271963800702) | > loader_time: 0.0093 (0.009963893464633392)  --> TIME: 2025-05-10 15:05:36 -- STEP: 162/725 -- GLOBAL_STEP: 249750 | > loss_disc: 2.2385787963867188 (2.208138367276134) | > loss_disc_real_0: 0.2038702368736267 (0.13873589080241) | > loss_disc_real_1: 0.18304987251758575 (0.19150072152231937) | > loss_disc_real_2: 0.1970750391483307 (0.1893859328127201) | > loss_disc_real_3: 0.19643987715244293 (0.20546699830411397) | > loss_disc_real_4: 0.17133644223213196 (0.19680524764605511) | > loss_disc_real_5: 0.23173412680625916 (0.2065462511446741) | > loss_0: 2.2385787963867188 (2.208138367276134) | > grad_norm_0: tensor(35.4315, device='cuda:0') (tensor(23.3779, device='cuda:0')) | > loss_gen: 2.6542699337005615 (2.7504796216517318) | > loss_kl: 1.6728718280792236 (1.7063834196255538) | > loss_feat: 8.054893493652344 (8.21650925094698) | > loss_mel: 12.515113830566406 (13.122033972799041) | > loss_duration: 1.6477447748184204 (1.6793202448774274) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.544893264770508 (27.474726488560805) | > grad_norm_1: tensor(515.2359, device='cuda:0') (tensor(470.6546, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8277 (0.8514520695180069) | > loader_time: 0.0095 (0.009863773981730137)  --> TIME: 2025-05-10 15:06:20 -- STEP: 212/725 -- GLOBAL_STEP: 249800 | > loss_disc: 2.3179221153259277 (2.215953905627412) | > loss_disc_real_0: 0.20951798558235168 (0.13950369134545337) | > loss_disc_real_1: 0.20295929908752441 (0.1917952212663191) | > loss_disc_real_2: 0.19059932231903076 (0.1900363385255606) | > loss_disc_real_3: 0.1950531005859375 (0.205729466353385) | > loss_disc_real_4: 0.22165530920028687 (0.19703674991175812) | > loss_disc_real_5: 0.2152412086725235 (0.20727112755741714) | > loss_0: 2.3179221153259277 (2.215953905627412) | > grad_norm_0: tensor(25.3858, device='cuda:0') (tensor(23.1371, device='cuda:0')) | > loss_gen: 2.715114116668701 (2.743221633839157) | > loss_kl: 1.5374611616134644 (1.7098430687526491) | > loss_feat: 7.708558559417725 (8.16093489583932) | > loss_mel: 12.563251495361328 (13.072741890853306) | > loss_duration: 1.689444661140442 (1.6793441946776413) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.213830947875977 (27.36608568227516) | > grad_norm_1: tensor(489.0443, device='cuda:0') (tensor(464.4267, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.855 (0.8562419729412727) | > loader_time: 0.0118 (0.009878014618495726)  --> TIME: 2025-05-10 15:07:03 -- STEP: 262/725 -- GLOBAL_STEP: 249850 | > loss_disc: 2.246506929397583 (2.222646230049715) | > loss_disc_real_0: 0.13927710056304932 (0.1433597940183779) | > loss_disc_real_1: 0.22328755259513855 (0.19214621988189123) | > loss_disc_real_2: 0.18596099317073822 (0.1898116141216445) | > loss_disc_real_3: 0.20189692080020905 (0.2060311950231327) | > loss_disc_real_4: 0.22503706812858582 (0.19738132517983895) | > loss_disc_real_5: 0.21866539120674133 (0.20780841596708952) | > loss_0: 2.246506929397583 (2.222646230049715) | > grad_norm_0: tensor(20.3088, device='cuda:0') (tensor(23.6183, device='cuda:0')) | > loss_gen: 2.76456356048584 (2.743629459206384) | > loss_kl: 1.6543034315109253 (1.708401485708834) | > loss_feat: 7.864990234375 (8.17283573223434) | > loss_mel: 12.92178726196289 (13.078236423375952) | > loss_duration: 1.6809056997299194 (1.6803551930507634) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.886552810668945 (27.38345831951112) | > grad_norm_1: tensor(635.1641, device='cuda:0') (tensor(461.0668, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8994 (0.8552119458904703) | > loader_time: 0.0095 (0.009964591674222291)  --> TIME: 2025-05-10 15:07:47 -- STEP: 312/725 -- GLOBAL_STEP: 249900 | > loss_disc: 2.1824235916137695 (2.2176137409913226) | > loss_disc_real_0: 0.11989554017782211 (0.1424286716068404) | > loss_disc_real_1: 0.16724340617656708 (0.19198465500122455) | > loss_disc_real_2: 0.18989530205726624 (0.18929492644010443) | > loss_disc_real_3: 0.20386046171188354 (0.2057799054070925) | > loss_disc_real_4: 0.176361083984375 (0.19686846769390964) | > loss_disc_real_5: 0.19634290039539337 (0.20695163323902163) | > loss_0: 2.1824235916137695 (2.2176137409913226) | > grad_norm_0: tensor(19.9549, device='cuda:0') (tensor(23.3062, device='cuda:0')) | > loss_gen: 2.637997627258301 (2.7476581151668844) | > loss_kl: 1.7315804958343506 (1.7088566957375941) | > loss_feat: 8.546178817749023 (8.194631318251291) | > loss_mel: 14.135458946228027 (13.09589728636619) | > loss_duration: 1.6735297441482544 (1.679522760403462) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.724746704101562 (27.426566178982075) | > grad_norm_1: tensor(631.2025, device='cuda:0') (tensor(465.4589, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8316 (0.8555197203770663) | > loader_time: 0.0098 (0.01015014908252618)  --> TIME: 2025-05-10 15:08:31 -- STEP: 362/725 -- GLOBAL_STEP: 249950 | > loss_disc: 2.1423261165618896 (2.214884995426262) | > loss_disc_real_0: 0.12783734500408173 (0.14161649463667408) | > loss_disc_real_1: 0.22249135375022888 (0.19197594090390593) | > loss_disc_real_2: 0.2048201560974121 (0.18918475014728736) | > loss_disc_real_3: 0.21456238627433777 (0.2054071616155008) | > loss_disc_real_4: 0.2191750556230545 (0.19679083893312274) | > loss_disc_real_5: 0.20748281478881836 (0.20714944675153127) | > loss_0: 2.1423261165618896 (2.214884995426262) | > grad_norm_0: tensor(28.8074, device='cuda:0') (tensor(22.9491, device='cuda:0')) | > loss_gen: 3.0826733112335205 (2.7516392759196675) | > loss_kl: 1.8569419384002686 (1.7085849916078768) | > loss_feat: 9.454853057861328 (8.208479915534594) | > loss_mel: 14.194352149963379 (13.101168953911372) | > loss_duration: 1.6325688362121582 (1.6787930397697575) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.221389770507812 (27.44866619847756) | > grad_norm_1: tensor(683.3138, device='cuda:0') (tensor(470.6931, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8645 (0.8556324335751613) | > loader_time: 0.0098 (0.010231524541233125)  --> TIME: 2025-05-10 15:09:14 -- STEP: 412/725 -- GLOBAL_STEP: 250000 | > loss_disc: 2.208909511566162 (2.215117033534837) | > loss_disc_real_0: 0.15981385111808777 (0.14175483712799936) | > loss_disc_real_1: 0.1887010931968689 (0.19222647580996294) | > loss_disc_real_2: 0.1968650072813034 (0.18924775614755826) | > loss_disc_real_3: 0.20579372346401215 (0.20510268685163804) | > loss_disc_real_4: 0.18684300780296326 (0.19681422524515865) | > loss_disc_real_5: 0.19798898696899414 (0.20691688941086378) | > loss_0: 2.208909511566162 (2.215117033534837) | > grad_norm_0: tensor(12.0052, device='cuda:0') (tensor(22.7798, device='cuda:0')) | > loss_gen: 2.86724853515625 (2.750008973681811) | > loss_kl: 1.6489126682281494 (1.7032393879682115) | > loss_feat: 7.852013111114502 (8.19449605409381) | > loss_mel: 12.752094268798828 (13.086890431283745) | > loss_duration: 1.683154582977295 (1.6795642465642355) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.803424835205078 (27.414199116160567) | > grad_norm_1: tensor(453.2587, device='cuda:0') (tensor(468.3616, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8675 (0.855097342463373) | > loader_time: 0.0108 (0.010351458220805937) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_250000.pth  --> TIME: 2025-05-10 15:09:59 -- STEP: 462/725 -- GLOBAL_STEP: 250050 | > loss_disc: 2.230015516281128 (2.2166278839627385) | > loss_disc_real_0: 0.11610762774944305 (0.14229069580827977) | > loss_disc_real_1: 0.22082331776618958 (0.1923996863233578) | > loss_disc_real_2: 0.20385058224201202 (0.1892079029764448) | > loss_disc_real_3: 0.2404390126466751 (0.20517891829277013) | > loss_disc_real_4: 0.1772448569536209 (0.19670723259319992) | > loss_disc_real_5: 0.20834678411483765 (0.2070896376843576) | > loss_0: 2.230015516281128 (2.2166278839627385) | > grad_norm_0: tensor(20.5733, device='cuda:0') (tensor(22.8957, device='cuda:0')) | > loss_gen: 2.715501546859741 (2.7508655549127816) | > loss_kl: 1.6925092935562134 (1.7036133377582996) | > loss_feat: 7.908681392669678 (8.194886911483039) | > loss_mel: 13.359718322753906 (13.091973040527078) | > loss_duration: 1.7085586786270142 (1.679640310667294) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.38496971130371 (27.420979165411616) | > grad_norm_1: tensor(427.1377, device='cuda:0') (tensor(465.2200, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.7839 (0.8536449954623267) | > loader_time: 0.0103 (0.010407917427294182)  --> TIME: 2025-05-10 15:10:42 -- STEP: 512/725 -- GLOBAL_STEP: 250100 | > loss_disc: 2.093031406402588 (2.216090286616236) | > loss_disc_real_0: 0.12217612564563751 (0.14194164831133113) | > loss_disc_real_1: 0.18617308139801025 (0.1921537250746041) | > loss_disc_real_2: 0.18754681944847107 (0.18938527247519232) | > loss_disc_real_3: 0.19817113876342773 (0.20510314585408196) | > loss_disc_real_4: 0.1638423651456833 (0.19678244012175128) | > loss_disc_real_5: 0.21276260912418365 (0.20691814733436328) | > loss_0: 2.093031406402588 (2.216090286616236) | > grad_norm_0: tensor(17.2550, device='cuda:0') (tensor(22.5590, device='cuda:0')) | > loss_gen: 2.9518957138061523 (2.750032099429518) | > loss_kl: 1.6404950618743896 (1.703163045225665) | > loss_feat: 9.233466148376465 (8.184977743774652) | > loss_mel: 14.796595573425293 (13.080875271931289) | > loss_duration: 1.6324421167373657 (1.680435978807509) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.254894256591797 (27.399484153836966) | > grad_norm_1: tensor(515.3725, device='cuda:0') (tensor(460.4400, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.845 (0.8523429166525602) | > loader_time: 0.0098 (0.010449061170220375)  --> TIME: 2025-05-10 15:11:26 -- STEP: 562/725 -- GLOBAL_STEP: 250150 | > loss_disc: 2.1935622692108154 (2.2156660891936766) | > loss_disc_real_0: 0.10729627311229706 (0.14172243603979162) | > loss_disc_real_1: 0.19913773238658905 (0.19197465710050265) | > loss_disc_real_2: 0.18119533360004425 (0.1892539314209779) | > loss_disc_real_3: 0.1714177429676056 (0.2049796561647564) | > loss_disc_real_4: 0.179270938038826 (0.19694066458643547) | > loss_disc_real_5: 0.17620177567005157 (0.2070374426256295) | > loss_0: 2.1935622692108154 (2.2156660891936766) | > grad_norm_0: tensor(15.5036, device='cuda:0') (tensor(22.5220, device='cuda:0')) | > loss_gen: 2.876242160797119 (2.751961859095564) | > loss_kl: 1.7617542743682861 (1.703858995352776) | > loss_feat: 8.587188720703125 (8.190634522149567) | > loss_mel: 12.20621395111084 (13.086571961535252) | > loss_duration: 1.6509337425231934 (1.6804199594195626) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.082332611083984 (27.413447298613296) | > grad_norm_1: tensor(454.6902, device='cuda:0') (tensor(459.3677, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8953 (0.8529469084485146) | > loader_time: 0.012 (0.010496207403542731)  --> TIME: 2025-05-10 15:12:10 -- STEP: 612/725 -- GLOBAL_STEP: 250200 | > loss_disc: 2.18271541595459 (2.2148113784447223) | > loss_disc_real_0: 0.13264815509319305 (0.14134587069936844) | > loss_disc_real_1: 0.16385187208652496 (0.19180809387486727) | > loss_disc_real_2: 0.18610666692256927 (0.18916406906118588) | > loss_disc_real_3: 0.20070093870162964 (0.20513634366634612) | > loss_disc_real_4: 0.18922871351242065 (0.19696866606477828) | > loss_disc_real_5: 0.1762964129447937 (0.20695625377051963) | > loss_0: 2.18271541595459 (2.2148113784447223) | > grad_norm_0: tensor(23.7858, device='cuda:0') (tensor(22.6503, device='cuda:0')) | > loss_gen: 2.8264894485473633 (2.754452124530195) | > loss_kl: 1.8186008930206299 (1.7050724091872678) | > loss_feat: 9.240639686584473 (8.200333140254797) | > loss_mel: 14.669815063476562 (13.091978847590921) | > loss_duration: 1.6150274276733398 (1.6801144334615452) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.170574188232422 (27.431950968075423) | > grad_norm_1: tensor(250.7406, device='cuda:0') (tensor(459.3964, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8221 (0.8535435936030221) | > loader_time: 0.0112 (0.010609751822901704)  --> TIME: 2025-05-10 15:12:53 -- STEP: 662/725 -- GLOBAL_STEP: 250250 | > loss_disc: 2.213648557662964 (2.2134713503529317) | > loss_disc_real_0: 0.11907171458005905 (0.14088703901295943) | > loss_disc_real_1: 0.19100451469421387 (0.19176207016872118) | > loss_disc_real_2: 0.2020055502653122 (0.18906563140024235) | > loss_disc_real_3: 0.20106428861618042 (0.20513058852213018) | > loss_disc_real_4: 0.21204480528831482 (0.19708792579408144) | > loss_disc_real_5: 0.21214543282985687 (0.20687762359748066) | > loss_0: 2.213648557662964 (2.2134713503529317) | > grad_norm_0: tensor(20.6280, device='cuda:0') (tensor(22.6030, device='cuda:0')) | > loss_gen: 2.8024661540985107 (2.7557998935261536) | > loss_kl: 1.6812944412231445 (1.707259438009061) | > loss_feat: 8.951048851013184 (8.204549993272998) | > loss_mel: 13.578496932983398 (13.093411568068298) | > loss_duration: 1.700801968574524 (1.680416461744338) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.714107513427734 (27.441437352459957) | > grad_norm_1: tensor(579.4995, device='cuda:0') (tensor(462.4682, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.9043 (0.8534279679963958) | > loader_time: 0.0111 (0.010701692716592746)  --> TIME: 2025-05-10 15:13:37 -- STEP: 712/725 -- GLOBAL_STEP: 250300 | > loss_disc: 2.1519641876220703 (2.2135363381900146) | > loss_disc_real_0: 0.14760532975196838 (0.14079750917349645) | > loss_disc_real_1: 0.17262612283229828 (0.19178367489844209) | > loss_disc_real_2: 0.20612256228923798 (0.18914104464432496) | > loss_disc_real_3: 0.2045135796070099 (0.20517903430324583) | > loss_disc_real_4: 0.21114028990268707 (0.19726230677091677) | > loss_disc_real_5: 0.20499920845031738 (0.2067625877353247) | > loss_0: 2.1519641876220703 (2.2135363381900146) | > grad_norm_0: tensor(26.6352, device='cuda:0') (tensor(22.5440, device='cuda:0')) | > loss_gen: 2.7618117332458496 (2.754504836677168) | > loss_kl: 1.5839086771011353 (1.7060731917284855) | > loss_feat: 8.889863014221191 (8.193653314301143) | > loss_mel: 13.649186134338379 (13.07208744327673) | > loss_duration: 1.6881009340286255 (1.6801293661420271) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.572872161865234 (27.40644817137986) | > grad_norm_1: tensor(644.2798, device='cuda:0') (tensor(464.2466, device='cuda:0')) | > current_lr_0: 0.0001930965206818004 | > current_lr_1: 0.0001930965206818004 | > step_time: 0.8217 (0.8537305841285193) | > loader_time: 0.0123 (0.010826623841617889)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.24981427192688 (2.24981427192688) | > loss_disc_real_0: 0.17006394267082214 (0.17006394267082214) | > loss_disc_real_1: 0.2141617238521576 (0.2141617238521576) | > loss_disc_real_2: 0.21357326209545135 (0.21357326209545135) | > loss_disc_real_3: 0.1779315173625946 (0.1779315173625946) | > loss_disc_real_4: 0.24248339235782623 (0.24248339235782623) | > loss_disc_real_5: 0.1840958148241043 (0.1840958148241043) | > loss_0: 2.24981427192688 (2.24981427192688) | > loss_gen: 2.666121244430542 (2.666121244430542) | > loss_kl: 2.153042793273926 (2.153042793273926) | > loss_feat: 7.4827961921691895 (7.4827961921691895) | > loss_mel: 13.80810546875 (13.80810546875) | > loss_duration: 1.697405457496643 (1.697405457496643) | > loss_1: 27.807470321655273 (27.807470321655273)  --> STEP: 1 | > loss_disc: 2.2494115829467773 (2.2494115829467773) | > loss_disc_real_0: 0.16785907745361328 (0.16785907745361328) | > loss_disc_real_1: 0.209742933511734 (0.209742933511734) | > loss_disc_real_2: 0.21514570713043213 (0.21514570713043213) | > loss_disc_real_3: 0.19526125490665436 (0.19526125490665436) | > loss_disc_real_4: 0.2751087248325348 (0.2751087248325348) | > loss_disc_real_5: 0.1817617267370224 (0.1817617267370224) | > loss_0: 2.2494115829467773 (2.2494115829467773) | > loss_gen: 2.7945899963378906 (2.7945899963378906) | > loss_kl: 2.1819396018981934 (2.1819396018981934) | > loss_feat: 8.803230285644531 (8.803230285644531) | > loss_mel: 14.1148042678833 (14.1148042678833) | > loss_duration: 1.801746129989624 (1.801746129989624) | > loss_1: 29.696311950683594 (29.696311950683594)  --> STEP: 2 | > loss_disc: 2.3135130405426025 (2.28146231174469) | > loss_disc_real_0: 0.18066179752349854 (0.1742604374885559) | > loss_disc_real_1: 0.19302688539028168 (0.20138490945100784) | > loss_disc_real_2: 0.20190687477588654 (0.20852629095315933) | > loss_disc_real_3: 0.18431046605110168 (0.18978586047887802) | > loss_disc_real_4: 0.250613808631897 (0.2628612667322159) | > loss_disc_real_5: 0.18359854817390442 (0.1826801374554634) | > loss_0: 2.3135130405426025 (2.28146231174469) | > loss_gen: 2.6279003620147705 (2.7112451791763306) | > loss_kl: 1.9955718517303467 (2.08875572681427) | > loss_feat: 7.929015159606934 (8.366122722625732) | > loss_mel: 13.762093544006348 (13.938448905944824) | > loss_duration: 1.842193603515625 (1.8219698667526245) | > loss_1: 28.156774520874023 (28.92654323577881)  --> STEP: 3 | > loss_disc: 2.248239755630493 (2.270388126373291) | > loss_disc_real_0: 0.1708798110485077 (0.17313356200853983) | > loss_disc_real_1: 0.23224329948425293 (0.21167103946208954) | > loss_disc_real_2: 0.20439845323562622 (0.20715034504731497) | > loss_disc_real_3: 0.19454579055309296 (0.19137250383694968) | > loss_disc_real_4: 0.2340317815542221 (0.25325143833955127) | > loss_disc_real_5: 0.19782379269599915 (0.187728022535642) | > loss_0: 2.248239755630493 (2.270388126373291) | > loss_gen: 2.807260513305664 (2.743250290552775) | > loss_kl: 1.9689255952835083 (2.0488123496373496) | > loss_feat: 8.750414848327637 (8.494220097859701) | > loss_mel: 14.17618179321289 (14.017693201700846) | > loss_duration: 1.8097057342529297 (1.8178818225860596) | > loss_1: 29.512489318847656 (29.121858596801758)  --> STEP: 4 | > loss_disc: 2.3560521602630615 (2.2918041348457336) | > loss_disc_real_0: 0.2100653052330017 (0.1823664978146553) | > loss_disc_real_1: 0.20755186676979065 (0.21064124628901482) | > loss_disc_real_2: 0.19520819187164307 (0.204164806753397) | > loss_disc_real_3: 0.19975019991397858 (0.1934669278562069) | > loss_disc_real_4: 0.24368026852607727 (0.2508586458861828) | > loss_disc_real_5: 0.2081613689661026 (0.19283635914325714) | > loss_0: 2.3560521602630615 (2.2918041348457336) | > loss_gen: 2.59488582611084 (2.7061591744422913) | > loss_kl: 1.8860944509506226 (2.0081328749656677) | > loss_feat: 7.133535861968994 (8.154049038887024) | > loss_mel: 12.8065185546875 (13.71489953994751) | > loss_duration: 1.7543095350265503 (1.8019887506961823) | > loss_1: 26.175344467163086 (28.38523006439209) --> EVAL PERFORMANCE | > avg_loader_time: 0.28291332721710205 (-0.005331814289093018) | > avg_loss_disc: 2.2918041348457336 (+0.02041536569595337) | > avg_loss_disc_real_0: 0.1823664978146553 (+0.053494615480303764) | > avg_loss_disc_real_1: 0.21064124628901482 (+0.00020080432295799255) | > avg_loss_disc_real_2: 0.204164806753397 (-0.0004356876015663147) | > avg_loss_disc_real_3: 0.1934669278562069 (-0.017830252647399902) | > avg_loss_disc_real_4: 0.2508586458861828 (+0.00018637627363204956) | > avg_loss_disc_real_5: 0.19283635914325714 (-0.02863289788365364) | > avg_loss_0: 2.2918041348457336 (+0.02041536569595337) | > avg_loss_gen: 2.7061591744422913 (+0.046973228454589844) | > avg_loss_kl: 2.0081328749656677 (-0.04485750198364258) | > avg_loss_feat: 8.154049038887024 (+0.21101784706115723) | > avg_loss_mel: 13.71489953994751 (+0.09455370903015137) | > avg_loss_duration: 1.8019887506961823 (-0.00032144784927368164) | > avg_loss_1: 28.38523006439209 (+0.30736541748046875)  > EPOCH: 282/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 15:13:54)   --> TIME: 2025-05-10 15:14:28 -- STEP: 37/725 -- GLOBAL_STEP: 250350 | > loss_disc: 2.3506155014038086 (2.2297542675121416) | > loss_disc_real_0: 0.1743147373199463 (0.14508319243385986) | > loss_disc_real_1: 0.17403315007686615 (0.1956394854429606) | > loss_disc_real_2: 0.1652526557445526 (0.1895694305767884) | > loss_disc_real_3: 0.20632120966911316 (0.20431499908099304) | > loss_disc_real_4: 0.20118096470832825 (0.1977013498544693) | > loss_disc_real_5: 0.19039011001586914 (0.2030554301029927) | > loss_0: 2.3506155014038086 (2.2297542675121416) | > grad_norm_0: tensor(41.2292, device='cuda:0') (tensor(26.2296, device='cuda:0')) | > loss_gen: 2.547828197479248 (2.7439950092418774) | > loss_kl: 1.656370997428894 (1.7085048185812461) | > loss_feat: 7.8094682693481445 (8.149614024806668) | > loss_mel: 11.597517967224121 (13.045071266792917) | > loss_duration: 1.6649954319000244 (1.6747909075505025) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.276182174682617 (27.321976120407516) | > grad_norm_1: tensor(390.7422, device='cuda:0') (tensor(487.9246, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8505 (0.8511267674935831) | > loader_time: 0.0103 (0.01019517151085106)  --> TIME: 2025-05-10 15:15:12 -- STEP: 87/725 -- GLOBAL_STEP: 250400 | > loss_disc: 2.2233996391296387 (2.2127409255367603) | > loss_disc_real_0: 0.14900408685207367 (0.13818565636188138) | > loss_disc_real_1: 0.18099571764469147 (0.1944985958351486) | > loss_disc_real_2: 0.20201005041599274 (0.1888076882252748) | > loss_disc_real_3: 0.21134938299655914 (0.2055361051669066) | > loss_disc_real_4: 0.22671277821063995 (0.1978417109141404) | > loss_disc_real_5: 0.2258862406015396 (0.2041433784125865) | > loss_0: 2.2233996391296387 (2.2127409255367603) | > grad_norm_0: tensor(23.5332, device='cuda:0') (tensor(24.3028, device='cuda:0')) | > loss_gen: 2.7424120903015137 (2.7642731337711726) | > loss_kl: 1.6920465230941772 (1.7011035790388611) | > loss_feat: 7.951731204986572 (8.257476598366923) | > loss_mel: 13.30056381225586 (13.203690704258008) | > loss_duration: 1.6523100137710571 (1.67662495717235) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.33906364440918 (27.60316896986688) | > grad_norm_1: tensor(507.7151, device='cuda:0') (tensor(488.2137, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8314 (0.8595667817126745) | > loader_time: 0.0091 (0.00994060231351304)  --> TIME: 2025-05-10 15:15:55 -- STEP: 137/725 -- GLOBAL_STEP: 250450 | > loss_disc: 2.219789981842041 (2.220112076641) | > loss_disc_real_0: 0.10143906623125076 (0.1394619649670421) | > loss_disc_real_1: 0.1861554980278015 (0.19437089682060438) | > loss_disc_real_2: 0.21639187633991241 (0.1900595484206276) | > loss_disc_real_3: 0.2054874151945114 (0.20587651257532355) | > loss_disc_real_4: 0.20358741283416748 (0.1982411375663576) | > loss_disc_real_5: 0.17353488504886627 (0.20572414678813766) | > loss_0: 2.219789981842041 (2.220112076641) | > grad_norm_0: tensor(22.4170, device='cuda:0') (tensor(25.0331, device='cuda:0')) | > loss_gen: 2.9152944087982178 (2.7673053358593123) | > loss_kl: 1.6629600524902344 (1.713884016023065) | > loss_feat: 8.641034126281738 (8.206454423222226) | > loss_mel: 13.096598625183105 (13.138127069403655) | > loss_duration: 1.6659282445907593 (1.6780870526376432) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.981815338134766 (27.5038579119383) | > grad_norm_1: tensor(607.9907, device='cuda:0') (tensor(483.6998, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8105 (0.8568316236899717) | > loader_time: 0.0114 (0.01004161103798525)  --> TIME: 2025-05-10 15:16:39 -- STEP: 187/725 -- GLOBAL_STEP: 250500 | > loss_disc: 2.285019874572754 (2.214644406568559) | > loss_disc_real_0: 0.13213032484054565 (0.13985975357619204) | > loss_disc_real_1: 0.20337577164173126 (0.19386738036724335) | > loss_disc_real_2: 0.2086198478937149 (0.18961080191607144) | > loss_disc_real_3: 0.17670132219791412 (0.20559008937468498) | > loss_disc_real_4: 0.17894066870212555 (0.1969185710590791) | > loss_disc_real_5: 0.21531899273395538 (0.20430807267280823) | > loss_0: 2.285019874572754 (2.214644406568559) | > grad_norm_0: tensor(24.2458, device='cuda:0') (tensor(24.1365, device='cuda:0')) | > loss_gen: 2.7974696159362793 (2.7634212116506647) | > loss_kl: 1.6817810535430908 (1.7109547643100513) | > loss_feat: 8.637704849243164 (8.19600815186526) | > loss_mel: 13.695709228515625 (13.115511149646126) | > loss_duration: 1.7057735919952393 (1.6796029844386056) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.5184383392334 (27.465498256173362) | > grad_norm_1: tensor(657.5272, device='cuda:0') (tensor(485.0917, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8629 (0.8554276655064547) | > loader_time: 0.0098 (0.01023432532733774)  --> TIME: 2025-05-10 15:17:22 -- STEP: 237/725 -- GLOBAL_STEP: 250550 | > loss_disc: 2.159426212310791 (2.2136656911061303) | > loss_disc_real_0: 0.12449424713850021 (0.1394564647086058) | > loss_disc_real_1: 0.25380921363830566 (0.19394521666730002) | > loss_disc_real_2: 0.1883869171142578 (0.18973389362232596) | > loss_disc_real_3: 0.201945498585701 (0.20591963469227656) | > loss_disc_real_4: 0.20017004013061523 (0.19684275205125285) | > loss_disc_real_5: 0.2065410614013672 (0.20415978712120136) | > loss_0: 2.159426212310791 (2.2136656911061303) | > grad_norm_0: tensor(24.2527, device='cuda:0') (tensor(24.1003, device='cuda:0')) | > loss_gen: 2.974637269973755 (2.7668475551444267) | > loss_kl: 1.7870904207229614 (1.7161341845234739) | > loss_feat: 8.627205848693848 (8.227712081957467) | > loss_mel: 14.163317680358887 (13.130071080686674) | > loss_duration: 1.6734596490859985 (1.679582791489388) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.225711822509766 (27.520347683741573) | > grad_norm_1: tensor(107.4722, device='cuda:0') (tensor(487.8823, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8197 (0.8555315255112789) | > loader_time: 0.01 (0.010360521606252159)  --> TIME: 2025-05-10 15:18:06 -- STEP: 287/725 -- GLOBAL_STEP: 250600 | > loss_disc: 2.2142460346221924 (2.2112569439286567) | > loss_disc_real_0: 0.09217151254415512 (0.13986696707870058) | > loss_disc_real_1: 0.22207775712013245 (0.19360180889687886) | > loss_disc_real_2: 0.20498912036418915 (0.18949007525884315) | > loss_disc_real_3: 0.20669971406459808 (0.2054716453527324) | > loss_disc_real_4: 0.178322896361351 (0.19655070430518026) | > loss_disc_real_5: 0.15453201532363892 (0.20377084249403415) | > loss_0: 2.2142460346221924 (2.2112569439286567) | > grad_norm_0: tensor(16.7936, device='cuda:0') (tensor(24.2042, device='cuda:0')) | > loss_gen: 2.938979387283325 (2.7735862050737654) | > loss_kl: 1.6303452253341675 (1.7152553240181263) | > loss_feat: 9.290563583374023 (8.263017918590057) | > loss_mel: 15.120917320251465 (13.156951312819423) | > loss_duration: 1.6781384944915771 (1.6793054957007696) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.658945083618164 (27.58811624374124) | > grad_norm_1: tensor(552.3005, device='cuda:0') (tensor(489.8542, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8278 (0.8542429727959717) | > loader_time: 0.0102 (0.010416055805591752)  --> TIME: 2025-05-10 15:18:49 -- STEP: 337/725 -- GLOBAL_STEP: 250650 | > loss_disc: 2.1487088203430176 (2.213407651253199) | > loss_disc_real_0: 0.13931329548358917 (0.1399773490844563) | > loss_disc_real_1: 0.1740245372056961 (0.19377534569017255) | > loss_disc_real_2: 0.1814834326505661 (0.19010761411147592) | > loss_disc_real_3: 0.20874062180519104 (0.20586741704615358) | > loss_disc_real_4: 0.18033792078495026 (0.19696469193750044) | > loss_disc_real_5: 0.2114643156528473 (0.20400922102107488) | > loss_0: 2.1487088203430176 (2.213407651253199) | > grad_norm_0: tensor(37.1770, device='cuda:0') (tensor(23.9881, device='cuda:0')) | > loss_gen: 2.7406563758850098 (2.7684904920594984) | > loss_kl: 1.8381125926971436 (1.7103610583511948) | > loss_feat: 8.725382804870605 (8.252608515742267) | > loss_mel: 12.835765838623047 (13.138656984097173) | > loss_duration: 1.6649603843688965 (1.6782946579534144) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.80487823486328 (27.548411683441987) | > grad_norm_1: tensor(787.7347, device='cuda:0') (tensor(487.2086, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8868 (0.8541649130756144) | > loader_time: 0.0102 (0.010477097168874315)  --> TIME: 2025-05-10 15:19:32 -- STEP: 387/725 -- GLOBAL_STEP: 250700 | > loss_disc: 2.0034048557281494 (2.210404551614472) | > loss_disc_real_0: 0.15310034155845642 (0.13964894849046536) | > loss_disc_real_1: 0.16736209392547607 (0.1934074293581398) | > loss_disc_real_2: 0.17167726159095764 (0.19008036161886022) | > loss_disc_real_3: 0.17300404608249664 (0.20558608841218382) | > loss_disc_real_4: 0.17365895211696625 (0.19661061885437) | > loss_disc_real_5: 0.19858795404434204 (0.20408092508482376) | > loss_0: 2.0034048557281494 (2.210404551614472) | > grad_norm_0: tensor(49.7536, device='cuda:0') (tensor(23.7783, device='cuda:0')) | > loss_gen: 3.061633348464966 (2.769011437122828) | > loss_kl: 1.7119706869125366 (1.714042023478861) | > loss_feat: 9.925028800964355 (8.260280126133015) | > loss_mel: 14.664273262023926 (13.132855210809437) | > loss_duration: 1.7548623085021973 (1.6781526021563107) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.117769241333008 (27.554341382758572) | > grad_norm_1: tensor(874.5233, device='cuda:0') (tensor(485.3614, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8633 (0.8540000459636523) | > loader_time: 0.012 (0.010549908152538362)  --> TIME: 2025-05-10 15:20:16 -- STEP: 437/725 -- GLOBAL_STEP: 250750 | > loss_disc: 2.3371195793151855 (2.2082405379489574) | > loss_disc_real_0: 0.09238652884960175 (0.1392045370398994) | > loss_disc_real_1: 0.19132599234580994 (0.1933527411871698) | > loss_disc_real_2: 0.20055483281612396 (0.1897942339255554) | > loss_disc_real_3: 0.22355607151985168 (0.20543419387302356) | > loss_disc_real_4: 0.21883530914783478 (0.19674451008132182) | > loss_disc_real_5: 0.2518976926803589 (0.20403388302849956) | > loss_0: 2.3371195793151855 (2.2082405379489574) | > grad_norm_0: tensor(26.0751, device='cuda:0') (tensor(23.7810, device='cuda:0')) | > loss_gen: 2.57228422164917 (2.7721184407546264) | > loss_kl: 1.8409887552261353 (1.7173927299490788) | > loss_feat: 7.323716640472412 (8.2756793526272) | > loss_mel: 11.935420036315918 (13.134515607384305) | > loss_duration: 1.638081669807434 (1.6779206568370961) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.31049156188965 (27.577626784824407) | > grad_norm_1: tensor(454.5426, device='cuda:0') (tensor(487.7767, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.9047 (0.8532671295532648) | > loader_time: 0.0109 (0.010668198085758718)  --> TIME: 2025-05-10 15:20:59 -- STEP: 487/725 -- GLOBAL_STEP: 250800 | > loss_disc: 2.245426893234253 (2.2097023032773926) | > loss_disc_real_0: 0.14395780861377716 (0.13950457404036756) | > loss_disc_real_1: 0.16999277472496033 (0.19316054103433225) | > loss_disc_real_2: 0.19207559525966644 (0.1898984773815046) | > loss_disc_real_3: 0.22557637095451355 (0.20548884748066232) | > loss_disc_real_4: 0.19870036840438843 (0.19662576534420073) | > loss_disc_real_5: 0.21351562440395355 (0.20436213567883568) | > loss_0: 2.245426893234253 (2.2097023032773926) | > grad_norm_0: tensor(14.7020, device='cuda:0') (tensor(23.5074, device='cuda:0')) | > loss_gen: 2.799453020095825 (2.7671767025268053) | > loss_kl: 1.630215048789978 (1.7192451111834646) | > loss_feat: 7.828634262084961 (8.246104842583502) | > loss_mel: 12.1942720413208 (13.125930190820714) | > loss_duration: 1.6601529121398926 (1.6781455263709626) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.112728118896484 (27.536602376667634) | > grad_norm_1: tensor(406.5130, device='cuda:0') (tensor(482.2443, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8079 (0.8530905119447495) | > loader_time: 0.0099 (0.010688083127783549)  --> TIME: 2025-05-10 15:21:42 -- STEP: 537/725 -- GLOBAL_STEP: 250850 | > loss_disc: 2.2475645542144775 (2.2112072364356035) | > loss_disc_real_0: 0.17498993873596191 (0.13981825486519234) | > loss_disc_real_1: 0.204000324010849 (0.19295466936833364) | > loss_disc_real_2: 0.200332909822464 (0.1899121824922509) | > loss_disc_real_3: 0.2030828297138214 (0.20552299528259585) | > loss_disc_real_4: 0.1711551547050476 (0.1967123350340117) | > loss_disc_real_5: 0.22778578102588654 (0.2047081116857475) | > loss_0: 2.2475645542144775 (2.2112072364356035) | > grad_norm_0: tensor(29.5038, device='cuda:0') (tensor(23.6840, device='cuda:0')) | > loss_gen: 2.8392086029052734 (2.765147592768323) | > loss_kl: 1.7492985725402832 (1.7231515534985227) | > loss_feat: 8.586505889892578 (8.232664760930579) | > loss_mel: 13.527682304382324 (13.121322843171587) | > loss_duration: 1.7041609287261963 (1.6787599955635137) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.406856536865234 (27.52104680365025) | > grad_norm_1: tensor(218.9897, device='cuda:0') (tensor(479.6129, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.856 (0.8532436093804558) | > loader_time: 0.0094 (0.010761594417152897)  --> TIME: 2025-05-10 15:22:26 -- STEP: 587/725 -- GLOBAL_STEP: 250900 | > loss_disc: 2.1728146076202393 (2.2101151872127973) | > loss_disc_real_0: 0.13826888799667358 (0.13976333065678737) | > loss_disc_real_1: 0.20668433606624603 (0.19272626497270304) | > loss_disc_real_2: 0.17022822797298431 (0.18984731783046435) | > loss_disc_real_3: 0.21715094149112701 (0.20548591093878943) | > loss_disc_real_4: 0.2008163332939148 (0.19683401565840136) | > loss_disc_real_5: 0.21066831052303314 (0.2046986611931247) | > loss_0: 2.1728146076202393 (2.2101151872127973) | > grad_norm_0: tensor(20.1154, device='cuda:0') (tensor(23.7440, device='cuda:0')) | > loss_gen: 2.7876076698303223 (2.7652139371257833) | > loss_kl: 1.5716125965118408 (1.7197755280710776) | > loss_feat: 7.9607157707214355 (8.239057524646975) | > loss_mel: 11.946191787719727 (13.128768066328272) | > loss_duration: 1.6539170742034912 (1.6782666268096869) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.9200439453125 (27.53108171466263) | > grad_norm_1: tensor(508.4940, device='cuda:0') (tensor(476.9400, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8791 (0.8532358020087119) | > loader_time: 0.0131 (0.010835613465187289)  --> TIME: 2025-05-10 15:23:09 -- STEP: 637/725 -- GLOBAL_STEP: 250950 | > loss_disc: 2.187516212463379 (2.2098955447482904) | > loss_disc_real_0: 0.11988159269094467 (0.13922005751443606) | > loss_disc_real_1: 0.19166873395442963 (0.1927023313155916) | > loss_disc_real_2: 0.18435700237751007 (0.18982045371173117) | > loss_disc_real_3: 0.1933394819498062 (0.2053168497429913) | > loss_disc_real_4: 0.2240341156721115 (0.19690998020220787) | > loss_disc_real_5: 0.17839978635311127 (0.20502383527426368) | > loss_0: 2.187516212463379 (2.2098955447482904) | > grad_norm_0: tensor(21.8481, device='cuda:0') (tensor(23.5090, device='cuda:0')) | > loss_gen: 2.7465343475341797 (2.764880043745416) | > loss_kl: 1.6081472635269165 (1.719828528549458) | > loss_feat: 8.554091453552246 (8.245690442329305) | > loss_mel: 13.55612564086914 (13.13295213319069) | > loss_duration: 1.6539723873138428 (1.6783389367712906) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.118871688842773 (27.541690104797464) | > grad_norm_1: tensor(621.7930, device='cuda:0') (tensor(476.9981, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8406 (0.8531239848683356) | > loader_time: 0.0109 (0.010858095609224759)  --> TIME: 2025-05-10 15:23:52 -- STEP: 687/725 -- GLOBAL_STEP: 251000 | > loss_disc: 2.174630641937256 (2.2110170035730112) | > loss_disc_real_0: 0.15376882255077362 (0.13920199873232242) | > loss_disc_real_1: 0.17731225490570068 (0.19265469112684294) | > loss_disc_real_2: 0.19586436450481415 (0.18978580667635916) | > loss_disc_real_3: 0.20113182067871094 (0.20540744098773697) | > loss_disc_real_4: 0.19294770061969757 (0.19706266587044316) | > loss_disc_real_5: 0.19562938809394836 (0.20542442716191775) | > loss_0: 2.174630641937256 (2.2110170035730112) | > grad_norm_0: tensor(19.4677, device='cuda:0') (tensor(23.2995, device='cuda:0')) | > loss_gen: 2.760446548461914 (2.7620370745485348) | > loss_kl: 1.7216705083847046 (1.7183902175145378) | > loss_feat: 8.540943145751953 (8.23425055244257) | > loss_mel: 12.586212158203125 (13.115833855785834) | > loss_duration: 1.6773498058319092 (1.678395082162804) | > amp_scaler: 256.0 (263.825327510917) | > loss_1: 27.28662109375 (27.508906785057107) | > grad_norm_1: tensor(564.2105, device='cuda:0') (tensor(471.1407, device='cuda:0')) | > current_lr_0: 0.00019307238361671516 | > current_lr_1: 0.00019307238361671516 | > step_time: 0.8465 (0.8523137302204338) | > loader_time: 0.0106 (0.010861616120761839) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_251000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3952372074127197 (2.3952372074127197) | > loss_disc_real_0: 0.1981096714735031 (0.1981096714735031) | > loss_disc_real_1: 0.20843836665153503 (0.20843836665153503) | > loss_disc_real_2: 0.19669193029403687 (0.19669193029403687) | > loss_disc_real_3: 0.22754105925559998 (0.22754105925559998) | > loss_disc_real_4: 0.2434852123260498 (0.2434852123260498) | > loss_disc_real_5: 0.26928332448005676 (0.26928332448005676) | > loss_0: 2.3952372074127197 (2.3952372074127197) | > loss_gen: 2.9192121028900146 (2.9192121028900146) | > loss_kl: 2.1951072216033936 (2.1951072216033936) | > loss_feat: 8.279534339904785 (8.279534339904785) | > loss_mel: 14.240434646606445 (14.240434646606445) | > loss_duration: 1.694518804550171 (1.694518804550171) | > loss_1: 29.328807830810547 (29.328807830810547)  --> STEP: 1 | > loss_disc: 2.2520811557769775 (2.2520811557769775) | > loss_disc_real_0: 0.17304140329360962 (0.17304140329360962) | > loss_disc_real_1: 0.19139374792575836 (0.19139374792575836) | > loss_disc_real_2: 0.21487097442150116 (0.21487097442150116) | > loss_disc_real_3: 0.21686282753944397 (0.21686282753944397) | > loss_disc_real_4: 0.2323288470506668 (0.2323288470506668) | > loss_disc_real_5: 0.21115581691265106 (0.21115581691265106) | > loss_0: 2.2520811557769775 (2.2520811557769775) | > loss_gen: 2.9828014373779297 (2.9828014373779297) | > loss_kl: 1.9197388887405396 (1.9197388887405396) | > loss_feat: 8.070987701416016 (8.070987701416016) | > loss_mel: 13.67640495300293 (13.67640495300293) | > loss_duration: 1.819089412689209 (1.819089412689209) | > loss_1: 28.469022750854492 (28.469022750854492)  --> STEP: 2 | > loss_disc: 2.3711860179901123 (2.311633586883545) | > loss_disc_real_0: 0.17067621648311615 (0.17185880988836288) | > loss_disc_real_1: 0.19265933334827423 (0.1920265406370163) | > loss_disc_real_2: 0.20670485496520996 (0.21078791469335556) | > loss_disc_real_3: 0.2337041199207306 (0.22528347373008728) | > loss_disc_real_4: 0.22566738724708557 (0.2289981171488762) | > loss_disc_real_5: 0.2363077849149704 (0.22373180091381073) | > loss_0: 2.3711860179901123 (2.311633586883545) | > loss_gen: 2.7663981914520264 (2.874599814414978) | > loss_kl: 1.9910906553268433 (1.9554147720336914) | > loss_feat: 7.544534206390381 (7.807760953903198) | > loss_mel: 12.952603340148926 (13.314504146575928) | > loss_duration: 1.8495843410491943 (1.8343368768692017) | > loss_1: 27.104209899902344 (27.786616325378418)  --> STEP: 3 | > loss_disc: 2.314338445663452 (2.312535206476847) | > loss_disc_real_0: 0.18608064949512482 (0.17659942309061685) | > loss_disc_real_1: 0.19085732102394104 (0.1916368007659912) | > loss_disc_real_2: 0.20271646976470947 (0.20809743305047354) | > loss_disc_real_3: 0.22287634015083313 (0.2244810958703359) | > loss_disc_real_4: 0.22463196516036987 (0.22754273315270743) | > loss_disc_real_5: 0.24306325614452362 (0.23017561932404837) | > loss_0: 2.314338445663452 (2.312535206476847) | > loss_gen: 2.9375057220458984 (2.8955684502919516) | > loss_kl: 1.7246445417404175 (1.8784913619359334) | > loss_feat: 8.414225578308105 (8.009915828704834) | > loss_mel: 13.87035846710205 (13.499788920084635) | > loss_duration: 1.8005235195159912 (1.8230657577514648) | > loss_1: 28.747257232666016 (28.10682996114095)  --> STEP: 4 | > loss_disc: 2.395747184753418 (2.33333820104599) | > loss_disc_real_0: 0.18459922075271606 (0.17859937250614166) | > loss_disc_real_1: 0.21433968842029572 (0.19731252267956734) | > loss_disc_real_2: 0.19591498374938965 (0.20505182072520256) | > loss_disc_real_3: 0.20607174932956696 (0.21987875923514366) | > loss_disc_real_4: 0.22158803045749664 (0.22605405747890472) | > loss_disc_real_5: 0.2628380060195923 (0.23834121599793434) | > loss_0: 2.395747184753418 (2.33333820104599) | > loss_gen: 2.7250845432281494 (2.852947473526001) | > loss_kl: 1.7837109565734863 (1.8547962605953217) | > loss_feat: 7.358916282653809 (7.847165942192078) | > loss_mel: 11.871651649475098 (13.092754602432251) | > loss_duration: 1.7635804414749146 (1.8081944286823273) | > loss_1: 25.50294303894043 (27.45585823059082) --> EVAL PERFORMANCE | > avg_loader_time: 0.28632599115371704 (+0.0034126639366149902) | > avg_loss_disc: 2.33333820104599 (+0.04153406620025635) | > avg_loss_disc_real_0: 0.17859937250614166 (-0.0037671253085136414) | > avg_loss_disc_real_1: 0.19731252267956734 (-0.01332872360944748) | > avg_loss_disc_real_2: 0.20505182072520256 (+0.0008870139718055725) | > avg_loss_disc_real_3: 0.21987875923514366 (+0.026411831378936768) | > avg_loss_disc_real_4: 0.22605405747890472 (-0.02480458840727806) | > avg_loss_disc_real_5: 0.23834121599793434 (+0.0455048568546772) | > avg_loss_0: 2.33333820104599 (+0.04153406620025635) | > avg_loss_gen: 2.852947473526001 (+0.14678829908370972) | > avg_loss_kl: 1.8547962605953217 (-0.15333661437034607) | > avg_loss_feat: 7.847165942192078 (-0.3068830966949463) | > avg_loss_mel: 13.092754602432251 (-0.6221449375152588) | > avg_loss_duration: 1.8081944286823273 (+0.0062056779861450195) | > avg_loss_1: 27.45585823059082 (-0.9293718338012695)  > EPOCH: 283/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 15:24:34)   --> TIME: 2025-05-10 15:24:47 -- STEP: 12/725 -- GLOBAL_STEP: 251050 | > loss_disc: 2.242035388946533 (2.2112396955490117) | > loss_disc_real_0: 0.1410561203956604 (0.13795684836804867) | > loss_disc_real_1: 0.22726307809352875 (0.19395279263456663) | > loss_disc_real_2: 0.20028071105480194 (0.19734982401132584) | > loss_disc_real_3: 0.19589613378047943 (0.2056011694173018) | > loss_disc_real_4: 0.18242685496807098 (0.19794479509194693) | > loss_disc_real_5: 0.20365500450134277 (0.2050462265809377) | > loss_0: 2.242035388946533 (2.2112396955490117) | > grad_norm_0: tensor(24.3678, device='cuda:0') (tensor(21.4056, device='cuda:0')) | > loss_gen: 2.613893985748291 (2.7615498900413513) | > loss_kl: 1.5516877174377441 (1.6656637489795685) | > loss_feat: 8.163188934326172 (8.536785840988157) | > loss_mel: 12.68503189086914 (13.83224074045817) | > loss_duration: 1.7068952322006226 (1.6816797256469727) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.7206974029541 (28.477919896443684) | > grad_norm_1: tensor(499.4878, device='cuda:0') (tensor(432.8430, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8475 (0.8445154229799906) | > loader_time: 0.0087 (0.010546823342641195)  --> TIME: 2025-05-10 15:25:30 -- STEP: 62/725 -- GLOBAL_STEP: 251100 | > loss_disc: 2.4173800945281982 (2.2217777775179957) | > loss_disc_real_0: 0.19873762130737305 (0.14186875810546262) | > loss_disc_real_1: 0.2009858340024948 (0.1937367144611574) | > loss_disc_real_2: 0.22508622705936432 (0.19223736466899996) | > loss_disc_real_3: 0.20804141461849213 (0.2056729613292602) | > loss_disc_real_4: 0.18367137014865875 (0.19764605885551823) | > loss_disc_real_5: 0.2081494778394699 (0.2079409685346388) | > loss_0: 2.4173800945281982 (2.2217777775179957) | > grad_norm_0: tensor(23.2173, device='cuda:0') (tensor(23.4231, device='cuda:0')) | > loss_gen: 2.5054686069488525 (2.7730594488882248) | > loss_kl: 1.7596240043640137 (1.6955825532636335) | > loss_feat: 6.842770576477051 (8.360915783912905) | > loss_mel: 11.79743766784668 (13.429730861417708) | > loss_duration: 1.7057585716247559 (1.674769603436993) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.611059188842773 (27.934058404737904) | > grad_norm_1: tensor(423.3817, device='cuda:0') (tensor(443.6677, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8478 (0.8522575862946049) | > loader_time: 0.0105 (0.01013150522785802)  --> TIME: 2025-05-10 15:26:14 -- STEP: 112/725 -- GLOBAL_STEP: 251150 | > loss_disc: 2.197561025619507 (2.210573356066432) | > loss_disc_real_0: 0.15534380078315735 (0.14037649952141304) | > loss_disc_real_1: 0.19877523183822632 (0.19343810036246264) | > loss_disc_real_2: 0.15863950550556183 (0.18943123838731218) | > loss_disc_real_3: 0.1995086967945099 (0.20451661864561693) | > loss_disc_real_4: 0.17768704891204834 (0.19638484596673925) | > loss_disc_real_5: 0.21727968752384186 (0.20783712196030787) | > loss_0: 2.197561025619507 (2.210573356066432) | > grad_norm_0: tensor(13.9604, device='cuda:0') (tensor(21.7942, device='cuda:0')) | > loss_gen: 2.793558120727539 (2.7693876432521) | > loss_kl: 1.702298641204834 (1.7105024009943008) | > loss_feat: 7.798280239105225 (8.359339075429109) | > loss_mel: 12.975153923034668 (13.387816710131508) | > loss_duration: 1.6718370914459229 (1.6785210881914412) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.94112777709961 (27.905567084039962) | > grad_norm_1: tensor(225.9906, device='cuda:0') (tensor(423.3383, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8278 (0.85267992743424) | > loader_time: 0.0101 (0.010006138256617956)  --> TIME: 2025-05-10 15:26:57 -- STEP: 162/725 -- GLOBAL_STEP: 251200 | > loss_disc: 2.2179360389709473 (2.2029661396403384) | > loss_disc_real_0: 0.14499077200889587 (0.1405157466177587) | > loss_disc_real_1: 0.18541747331619263 (0.19176156487729812) | > loss_disc_real_2: 0.1851847916841507 (0.1884899981963782) | > loss_disc_real_3: 0.1787375509738922 (0.20452586589036173) | > loss_disc_real_4: 0.20267324149608612 (0.19624159623075405) | > loss_disc_real_5: 0.19540254771709442 (0.2057478200690246) | > loss_0: 2.2179360389709473 (2.2029661396403384) | > grad_norm_0: tensor(29.0192, device='cuda:0') (tensor(22.7225, device='cuda:0')) | > loss_gen: 2.7507524490356445 (2.7859629642816226) | > loss_kl: 1.669267177581787 (1.7211564654185452) | > loss_feat: 8.669666290283203 (8.403247377018872) | > loss_mel: 13.342759132385254 (13.384485856986347) | > loss_duration: 1.6410329341888428 (1.6785565438093963) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.07347869873047 (27.973409323044766) | > grad_norm_1: tensor(471.8474, device='cuda:0') (tensor(430.0834, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8252 (0.850618959944925) | > loader_time: 0.0101 (0.010119835535685223)  --> TIME: 2025-05-10 15:27:40 -- STEP: 212/725 -- GLOBAL_STEP: 251250 | > loss_disc: 2.1213743686676025 (2.2064537518429317) | > loss_disc_real_0: 0.1278354674577713 (0.13993295099375375) | > loss_disc_real_1: 0.18618503212928772 (0.19157842722422672) | > loss_disc_real_2: 0.19064120948314667 (0.18917939994695052) | > loss_disc_real_3: 0.19649334251880646 (0.20521950166461608) | > loss_disc_real_4: 0.19179633259773254 (0.19656090213442742) | > loss_disc_real_5: 0.2059231847524643 (0.2061699242243227) | > loss_0: 2.1213743686676025 (2.2064537518429317) | > grad_norm_0: tensor(28.9997, device='cuda:0') (tensor(22.5087, device='cuda:0')) | > loss_gen: 2.766914129257202 (2.770550081190072) | > loss_kl: 1.5779978036880493 (1.7264571347326605) | > loss_feat: 8.616284370422363 (8.335395624052804) | > loss_mel: 13.41738224029541 (13.290700273693737) | > loss_duration: 1.6925853490829468 (1.678074691093193) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.071163177490234 (27.801177843561714) | > grad_norm_1: tensor(655.9841, device='cuda:0') (tensor(429.7551, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8446 (0.8507214177329584) | > loader_time: 0.0097 (0.010187172664786293)  --> TIME: 2025-05-10 15:28:23 -- STEP: 262/725 -- GLOBAL_STEP: 251300 | > loss_disc: 2.362333059310913 (2.2083301899087355) | > loss_disc_real_0: 0.12982472777366638 (0.13982029836482673) | > loss_disc_real_1: 0.22168393433094025 (0.19163786955462156) | > loss_disc_real_2: 0.20133930444717407 (0.18923173776564708) | > loss_disc_real_3: 0.2093900591135025 (0.20545105670244646) | > loss_disc_real_4: 0.22570468485355377 (0.19649134894818746) | > loss_disc_real_5: 0.21912263333797455 (0.2064972942453304) | > loss_0: 2.362333059310913 (2.2083301899087355) | > grad_norm_0: tensor(19.8154, device='cuda:0') (tensor(22.3949, device='cuda:0')) | > loss_gen: 2.5540578365325928 (2.76519042116995) | > loss_kl: 1.7717666625976562 (1.719472298185334) | > loss_feat: 6.748579025268555 (8.323031895033273) | > loss_mel: 11.502252578735352 (13.258928273470351) | > loss_duration: 1.6756435632705688 (1.6789505581819375) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.252300262451172 (27.745573436940898) | > grad_norm_1: tensor(435.9489, device='cuda:0') (tensor(432.5924, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8855 (0.8501761178023941) | > loader_time: 0.0113 (0.0101700320498634)  --> TIME: 2025-05-10 15:29:06 -- STEP: 312/725 -- GLOBAL_STEP: 251350 | > loss_disc: 2.180826425552368 (2.208247544673774) | > loss_disc_real_0: 0.09112231433391571 (0.1404234437892835) | > loss_disc_real_1: 0.20382463932037354 (0.1918430260549753) | > loss_disc_real_2: 0.2102208435535431 (0.18956043461385438) | > loss_disc_real_3: 0.20408421754837036 (0.20485313274921518) | > loss_disc_real_4: 0.1771981418132782 (0.19651451439429543) | > loss_disc_real_5: 0.161305233836174 (0.2058572719972103) | > loss_0: 2.180826425552368 (2.208247544673774) | > grad_norm_0: tensor(18.2699, device='cuda:0') (tensor(22.8220, device='cuda:0')) | > loss_gen: 2.6784212589263916 (2.7663909647709284) | > loss_kl: 1.5932518243789673 (1.716743401992016) | > loss_feat: 8.42519474029541 (8.302497581029543) | > loss_mel: 13.153021812438965 (13.237098342333088) | > loss_duration: 1.6752183437347412 (1.677822539439568) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.525108337402344 (27.700552836442604) | > grad_norm_1: tensor(510.2567, device='cuda:0') (tensor(439.2245, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8289 (0.8485775689284005) | > loader_time: 0.0096 (0.01011883830412841)  --> TIME: 2025-05-10 15:29:49 -- STEP: 362/725 -- GLOBAL_STEP: 251400 | > loss_disc: 2.352499008178711 (2.208754346515592) | > loss_disc_real_0: 0.10565221309661865 (0.1403782670874951) | > loss_disc_real_1: 0.19080829620361328 (0.19172834954867707) | > loss_disc_real_2: 0.237655371427536 (0.1894285244589352) | > loss_disc_real_3: 0.23469240963459015 (0.20485844924140373) | > loss_disc_real_4: 0.22562400996685028 (0.19646063080644072) | > loss_disc_real_5: 0.24915044009685516 (0.20647714266460904) | > loss_0: 2.352499008178711 (2.208754346515592) | > grad_norm_0: tensor(9.7904, device='cuda:0') (tensor(22.1671, device='cuda:0')) | > loss_gen: 2.749171257019043 (2.763859290444389) | > loss_kl: 2.0027353763580322 (1.7160375381701565) | > loss_feat: 7.451666831970215 (8.300438940195747) | > loss_mel: 12.729975700378418 (13.225281496732936) | > loss_duration: 1.633970856666565 (1.6765526296025481) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.56751823425293 (27.68216993005236) | > grad_norm_1: tensor(166.8330, device='cuda:0') (tensor(431.5457, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.833 (0.8477961714096489) | > loader_time: 0.0098 (0.010103698593476861)  --> TIME: 2025-05-10 15:30:31 -- STEP: 412/725 -- GLOBAL_STEP: 251450 | > loss_disc: 2.255211591720581 (2.207084898809785) | > loss_disc_real_0: 0.15266357362270355 (0.13988096232625463) | > loss_disc_real_1: 0.2202596664428711 (0.19178130224491785) | > loss_disc_real_2: 0.20753329992294312 (0.18912907744061597) | > loss_disc_real_3: 0.23018130660057068 (0.20499744732837075) | > loss_disc_real_4: 0.1975800096988678 (0.19614873291219315) | > loss_disc_real_5: 0.18815843760967255 (0.20655709266373254) | > loss_0: 2.255211591720581 (2.207084898809785) | > grad_norm_0: tensor(20.6344, device='cuda:0') (tensor(22.1926, device='cuda:0')) | > loss_gen: 2.5822415351867676 (2.7652641934098536) | > loss_kl: 1.7018111944198608 (1.7159049733749876) | > loss_feat: 7.550735950469971 (8.295949275053824) | > loss_mel: 12.504167556762695 (13.228090260792706) | > loss_duration: 1.686767816543579 (1.6773549917253476) | > amp_scaler: 128.0 (243.88349514563106) | > loss_1: 26.02572250366211 (27.68256367988957) | > grad_norm_1: tensor(568.5239, device='cuda:0') (tensor(437.4887, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8571 (0.8469294263321218) | > loader_time: 0.0119 (0.01010486801851143)  --> TIME: 2025-05-10 15:31:14 -- STEP: 462/725 -- GLOBAL_STEP: 251500 | > loss_disc: 2.1366260051727295 (2.206212323981445) | > loss_disc_real_0: 0.11279171705245972 (0.1394142580754829) | > loss_disc_real_1: 0.1761360913515091 (0.19152021566123673) | > loss_disc_real_2: 0.1848713904619217 (0.18905733609612366) | > loss_disc_real_3: 0.19510972499847412 (0.2047775105222479) | > loss_disc_real_4: 0.18405786156654358 (0.19625748590731512) | > loss_disc_real_5: 0.16799035668373108 (0.20660929198001887) | > loss_0: 2.1366260051727295 (2.206212323981445) | > grad_norm_0: tensor(21.1939, device='cuda:0') (tensor(22.2284, device='cuda:0')) | > loss_gen: 2.913769483566284 (2.7641878138372897) | > loss_kl: 1.7288970947265625 (1.7171966988286935) | > loss_feat: 9.796503067016602 (8.29766394978478) | > loss_mel: 14.439606666564941 (13.217686878138291) | > loss_duration: 1.7253280878067017 (1.6773457945167245) | > amp_scaler: 128.0 (231.34199134199133) | > loss_1: 30.60410499572754 (27.674081141814526) | > grad_norm_1: tensor(179.5835, device='cuda:0') (tensor(440.1046, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8113 (0.8464126112141133) | > loader_time: 0.0095 (0.010119926361810593)  --> TIME: 2025-05-10 15:31:57 -- STEP: 512/725 -- GLOBAL_STEP: 251550 | > loss_disc: 2.1732280254364014 (2.208410361316054) | > loss_disc_real_0: 0.14482766389846802 (0.14001790058682673) | > loss_disc_real_1: 0.18187828361988068 (0.19149928682600148) | > loss_disc_real_2: 0.17136651277542114 (0.18890564586035904) | > loss_disc_real_3: 0.19248047471046448 (0.20495116739766672) | > loss_disc_real_4: 0.18477915227413177 (0.19641375754144969) | > loss_disc_real_5: 0.1941087692975998 (0.2065694997436367) | > loss_0: 2.1732280254364014 (2.208410361316054) | > grad_norm_0: tensor(14.3299, device='cuda:0') (tensor(22.4926, device='cuda:0')) | > loss_gen: 2.867309331893921 (2.762411919888108) | > loss_kl: 1.864737868309021 (1.7153154390398417) | > loss_feat: 8.37595272064209 (8.28447128273547) | > loss_mel: 12.776360511779785 (13.192661285400392) | > loss_duration: 1.6411890983581543 (1.67833615350537) | > amp_scaler: 128.0 (221.25) | > loss_1: 27.525550842285156 (27.63319608196616) | > grad_norm_1: tensor(119.3896, device='cuda:0') (tensor(441.6132, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8414 (0.8462712806649505) | > loader_time: 0.0107 (0.010148011613637209)  --> TIME: 2025-05-10 15:32:40 -- STEP: 562/725 -- GLOBAL_STEP: 251600 | > loss_disc: 2.2482991218566895 (2.2086157658770413) | > loss_disc_real_0: 0.1732931286096573 (0.13997888842140227) | > loss_disc_real_1: 0.19379442930221558 (0.19164706644638577) | > loss_disc_real_2: 0.20793910324573517 (0.1889792492752397) | > loss_disc_real_3: 0.20628125965595245 (0.20492544391083126) | > loss_disc_real_4: 0.18847402930259705 (0.1963185084407015) | > loss_disc_real_5: 0.17724384367465973 (0.20669767032526568) | > loss_0: 2.2482991218566895 (2.2086157658770413) | > grad_norm_0: tensor(27.6702, device='cuda:0') (tensor(22.3120, device='cuda:0')) | > loss_gen: 2.700047492980957 (2.760556822145535) | > loss_kl: 1.6658598184585571 (1.7165191627482084) | > loss_feat: 7.875950336456299 (8.271973208600517) | > loss_mel: 12.34760856628418 (13.182467194214407) | > loss_duration: 1.6412979364395142 (1.6786620966904533) | > amp_scaler: 128.0 (212.9537366548043) | > loss_1: 26.230764389038086 (27.6101784723085) | > grad_norm_1: tensor(375.5473, device='cuda:0') (tensor(439.2694, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8854 (0.8460674260434728) | > loader_time: 0.0099 (0.010143458631115026)  --> TIME: 2025-05-10 15:33:23 -- STEP: 612/725 -- GLOBAL_STEP: 251650 | > loss_disc: 2.2244880199432373 (2.2105582664215486) | > loss_disc_real_0: 0.1664135903120041 (0.14028997727809772) | > loss_disc_real_1: 0.18370723724365234 (0.19168074414426212) | > loss_disc_real_2: 0.19923704862594604 (0.1891215203049914) | > loss_disc_real_3: 0.23317888379096985 (0.20514761471475654) | > loss_disc_real_4: 0.20279395580291748 (0.19649847713755628) | > loss_disc_real_5: 0.23947235941886902 (0.2068307617180098) | > loss_0: 2.2244880199432373 (2.2105582664215486) | > grad_norm_0: tensor(30.6730, device='cuda:0') (tensor(22.2739, device='cuda:0')) | > loss_gen: 2.719789743423462 (2.7570965418628606) | > loss_kl: 1.8078762292861938 (1.7169495610629815) | > loss_feat: 8.379541397094727 (8.251450241001608) | > loss_mel: 13.269906044006348 (13.153471374823372) | > loss_duration: 1.6140869855880737 (1.6786568568033338) | > amp_scaler: 128.0 (206.01307189542482) | > loss_1: 27.791200637817383 (27.557624561334748) | > grad_norm_1: tensor(500.8759, device='cuda:0') (tensor(438.6210, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.7979 (0.8458841567725134) | > loader_time: 0.0087 (0.01012573327893525)  --> TIME: 2025-05-10 15:34:06 -- STEP: 662/725 -- GLOBAL_STEP: 251700 | > loss_disc: 2.246764659881592 (2.211063150372751) | > loss_disc_real_0: 0.10117022693157196 (0.14022013379592901) | > loss_disc_real_1: 0.20176976919174194 (0.19172232913196632) | > loss_disc_real_2: 0.1711684614419937 (0.18897733173341538) | > loss_disc_real_3: 0.19300749897956848 (0.20526104085034835) | > loss_disc_real_4: 0.1821323186159134 (0.19660229773859966) | > loss_disc_real_5: 0.19156889617443085 (0.20674507833139413) | > loss_0: 2.246764659881592 (2.211063150372751) | > grad_norm_0: tensor(14.7642, device='cuda:0') (tensor(22.2806, device='cuda:0')) | > loss_gen: 2.7063794136047363 (2.7551525056902375) | > loss_kl: 1.7554559707641602 (1.7165687294885115) | > loss_feat: 8.001172065734863 (8.237421006954692) | > loss_mel: 12.643418312072754 (13.135309664504403) | > loss_duration: 1.7118394374847412 (1.6792704787139092) | > amp_scaler: 128.0 (200.12084592145007) | > loss_1: 26.818265914916992 (27.523722377788623) | > grad_norm_1: tensor(418.0635, device='cuda:0') (tensor(439.2452, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8565 (0.8454311830399617) | > loader_time: 0.0096 (0.010113648417493003)  --> TIME: 2025-05-10 15:34:49 -- STEP: 712/725 -- GLOBAL_STEP: 251750 | > loss_disc: 2.285867691040039 (2.2119181516130335) | > loss_disc_real_0: 0.15000715851783752 (0.14031905301040803) | > loss_disc_real_1: 0.17921705543994904 (0.1918002652904291) | > loss_disc_real_2: 0.1956382691860199 (0.1891030977490577) | > loss_disc_real_3: 0.2055659294128418 (0.20538005226532394) | > loss_disc_real_4: 0.23637010157108307 (0.19664427290639186) | > loss_disc_real_5: 0.2148282825946808 (0.2066133427276705) | > loss_0: 2.285867691040039 (2.2119181516130335) | > grad_norm_0: tensor(19.8522, device='cuda:0') (tensor(22.7328, device='cuda:0')) | > loss_gen: 2.7315924167633057 (2.756906716676241) | > loss_kl: 1.7678989171981812 (1.7149957651167775) | > loss_feat: 7.6713032722473145 (8.234628818008343) | > loss_mel: 12.848889350891113 (13.138514173164793) | > loss_duration: 1.6744482517242432 (1.6790725531872746) | > amp_scaler: 128.0 (195.0561797752808) | > loss_1: 26.69413185119629 (27.524118008238545) | > grad_norm_1: tensor(290.6768, device='cuda:0') (tensor(442.3363, device='cuda:0')) | > current_lr_0: 0.00019304824956876306 | > current_lr_1: 0.00019304824956876306 | > step_time: 0.8107 (0.8454126538185588) | > loader_time: 0.0099 (0.010122042693448866)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.252131938934326 (2.252131938934326) | > loss_disc_real_0: 0.14618171751499176 (0.14618171751499176) | > loss_disc_real_1: 0.21847112476825714 (0.21847112476825714) | > loss_disc_real_2: 0.20002247393131256 (0.20002247393131256) | > loss_disc_real_3: 0.2000730037689209 (0.2000730037689209) | > loss_disc_real_4: 0.23186226189136505 (0.23186226189136505) | > loss_disc_real_5: 0.22789961099624634 (0.22789961099624634) | > loss_0: 2.252131938934326 (2.252131938934326) | > loss_gen: 2.698065996170044 (2.698065996170044) | > loss_kl: 2.1166229248046875 (2.1166229248046875) | > loss_feat: 8.48815631866455 (8.48815631866455) | > loss_mel: 14.789055824279785 (14.789055824279785) | > loss_duration: 1.7180595397949219 (1.7180595397949219) | > loss_1: 29.809961318969727 (29.809961318969727)  --> STEP: 1 | > loss_disc: 2.3108153343200684 (2.3108153343200684) | > loss_disc_real_0: 0.1656341552734375 (0.1656341552734375) | > loss_disc_real_1: 0.2203710526227951 (0.2203710526227951) | > loss_disc_real_2: 0.22082482278347015 (0.22082482278347015) | > loss_disc_real_3: 0.19948896765708923 (0.19948896765708923) | > loss_disc_real_4: 0.2401564121246338 (0.2401564121246338) | > loss_disc_real_5: 0.24493253231048584 (0.24493253231048584) | > loss_0: 2.3108153343200684 (2.3108153343200684) | > loss_gen: 2.7045562267303467 (2.7045562267303467) | > loss_kl: 2.2033684253692627 (2.2033684253692627) | > loss_feat: 7.4699883460998535 (7.4699883460998535) | > loss_mel: 13.419548034667969 (13.419548034667969) | > loss_duration: 1.804122805595398 (1.804122805595398) | > loss_1: 27.60158348083496 (27.60158348083496)  --> STEP: 2 | > loss_disc: 2.207650661468506 (2.259232997894287) | > loss_disc_real_0: 0.15218223631381989 (0.1589081957936287) | > loss_disc_real_1: 0.20740526914596558 (0.21388816088438034) | > loss_disc_real_2: 0.18865765631198883 (0.2047412395477295) | > loss_disc_real_3: 0.18955016136169434 (0.19451956450939178) | > loss_disc_real_4: 0.240213543176651 (0.2401849776506424) | > loss_disc_real_5: 0.23394624888896942 (0.23943939059972763) | > loss_0: 2.207650661468506 (2.259232997894287) | > loss_gen: 2.8123509883880615 (2.758453607559204) | > loss_kl: 1.9708408117294312 (2.087104618549347) | > loss_feat: 8.563563346862793 (8.016775846481323) | > loss_mel: 15.060001373291016 (14.239774703979492) | > loss_duration: 1.856585144996643 (1.8303539752960205) | > loss_1: 30.263341903686523 (28.932462692260742)  --> STEP: 3 | > loss_disc: 2.332141160964966 (2.2835357189178467) | > loss_disc_real_0: 0.1819564402103424 (0.16659094393253326) | > loss_disc_real_1: 0.23885950446128845 (0.22221194207668304) | > loss_disc_real_2: 0.20031459629535675 (0.20326569179693857) | > loss_disc_real_3: 0.19530126452445984 (0.19478013118108115) | > loss_disc_real_4: 0.23863022029399872 (0.23966672519842783) | > loss_disc_real_5: 0.22042612731456757 (0.23310163617134094) | > loss_0: 2.332141160964966 (2.2835357189178467) | > loss_gen: 2.5682549476623535 (2.695054054260254) | > loss_kl: 1.9323948621749878 (2.035534699757894) | > loss_feat: 6.874081134796143 (7.63587760925293) | > loss_mel: 11.568328857421875 (13.349292755126953) | > loss_duration: 1.8128771781921387 (1.8245283762613933) | > loss_1: 24.755937576293945 (27.540287653605144)  --> STEP: 4 | > loss_disc: 2.129169225692749 (2.2449440956115723) | > loss_disc_real_0: 0.1315467655658722 (0.157829899340868) | > loss_disc_real_1: 0.22819729149341583 (0.22370827943086624) | > loss_disc_real_2: 0.18520872294902802 (0.19875144958496094) | > loss_disc_real_3: 0.18715454638004303 (0.1928737349808216) | > loss_disc_real_4: 0.21179446578025818 (0.23269866034388542) | > loss_disc_real_5: 0.25364014506340027 (0.23823626339435577) | > loss_0: 2.129169225692749 (2.2449440956115723) | > loss_gen: 2.9528112411499023 (2.759493350982666) | > loss_kl: 1.941980004310608 (2.0121460258960724) | > loss_feat: 9.256985664367676 (8.041154623031616) | > loss_mel: 15.95001220703125 (13.999472618103027) | > loss_duration: 1.7651578187942505 (1.8096857368946075) | > loss_1: 31.8669490814209 (28.621953010559082) --> EVAL PERFORMANCE | > avg_loader_time: 0.32457607984542847 (+0.038250088691711426) | > avg_loss_disc: 2.2449440956115723 (-0.08839410543441772) | > avg_loss_disc_real_0: 0.157829899340868 (-0.020769473165273666) | > avg_loss_disc_real_1: 0.22370827943086624 (+0.026395756751298904) | > avg_loss_disc_real_2: 0.19875144958496094 (-0.006300371140241623) | > avg_loss_disc_real_3: 0.1928737349808216 (-0.027005024254322052) | > avg_loss_disc_real_4: 0.23269866034388542 (+0.006644602864980698) | > avg_loss_disc_real_5: 0.23823626339435577 (-0.0001049526035785675) | > avg_loss_0: 2.2449440956115723 (-0.08839410543441772) | > avg_loss_gen: 2.759493350982666 (-0.09345412254333496) | > avg_loss_kl: 2.0121460258960724 (+0.15734976530075073) | > avg_loss_feat: 8.041154623031616 (+0.19398868083953857) | > avg_loss_mel: 13.999472618103027 (+0.9067180156707764) | > avg_loss_duration: 1.8096857368946075 (+0.0014913082122802734) | > avg_loss_1: 28.621953010559082 (+1.1660947799682617)  > EPOCH: 284/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 15:35:06)   --> TIME: 2025-05-10 15:35:41 -- STEP: 37/725 -- GLOBAL_STEP: 251800 | > loss_disc: 2.314373254776001 (2.2335541699383707) | > loss_disc_real_0: 0.1295541673898697 (0.13616428604802575) | > loss_disc_real_1: 0.18690386414527893 (0.19473998006936666) | > loss_disc_real_2: 0.18236668407917023 (0.1911474095808493) | > loss_disc_real_3: 0.1821245402097702 (0.2062702944149842) | > loss_disc_real_4: 0.18431298434734344 (0.19681810889695142) | > loss_disc_real_5: 0.21376574039459229 (0.20974483965216456) | > loss_0: 2.314373254776001 (2.2335541699383707) | > grad_norm_0: tensor(13.7713, device='cuda:0') (tensor(19.9541, device='cuda:0')) | > loss_gen: 2.6447219848632812 (2.7130140291677938) | > loss_kl: 1.7113804817199707 (1.7710497862583883) | > loss_feat: 7.763528823852539 (8.04877654926197) | > loss_mel: 11.689353942871094 (12.918651245735788) | > loss_duration: 1.664792776107788 (1.673149656605076) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.473777770996094 (27.124641212257178) | > grad_norm_1: tensor(75.1839, device='cuda:0') (tensor(475.9081, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8659 (0.8619216906057822) | > loader_time: 0.0094 (0.01049322050970954)  --> TIME: 2025-05-10 15:36:25 -- STEP: 87/725 -- GLOBAL_STEP: 251850 | > loss_disc: 2.2350172996520996 (2.2139025255181317) | > loss_disc_real_0: 0.22296084463596344 (0.14011513527439928) | > loss_disc_real_1: 0.1811034232378006 (0.19233377038062305) | > loss_disc_real_2: 0.19533595442771912 (0.1894394477893566) | > loss_disc_real_3: 0.20959720015525818 (0.20543710013915753) | > loss_disc_real_4: 0.22505313158035278 (0.19731311089005962) | > loss_disc_real_5: 0.23240545392036438 (0.2069679001967112) | > loss_0: 2.2350172996520996 (2.2139025255181317) | > grad_norm_0: tensor(53.2106, device='cuda:0') (tensor(22.3540, device='cuda:0')) | > loss_gen: 2.8306705951690674 (2.753980677703332) | > loss_kl: 1.673280954360962 (1.7336990435918171) | > loss_feat: 8.293781280517578 (8.247296645723539) | > loss_mel: 13.265870094299316 (13.106519633326037) | > loss_duration: 1.6486897468566895 (1.676161581072314) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.71229362487793 (27.517657554012604) | > grad_norm_1: tensor(611.7865, device='cuda:0') (tensor(482.8088, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8387 (0.858163038889567) | > loader_time: 0.0095 (0.010367968986774315)  --> TIME: 2025-05-10 15:37:08 -- STEP: 137/725 -- GLOBAL_STEP: 251900 | > loss_disc: 2.286975860595703 (2.2177688744816466) | > loss_disc_real_0: 0.15555721521377563 (0.14096803364962562) | > loss_disc_real_1: 0.2287309318780899 (0.19213426417677942) | > loss_disc_real_2: 0.18996115028858185 (0.18881503726444102) | > loss_disc_real_3: 0.20806743204593658 (0.20556596356586818) | > loss_disc_real_4: 0.19183170795440674 (0.19688820730160625) | > loss_disc_real_5: 0.22495336830615997 (0.2074078846804417) | > loss_0: 2.286975860595703 (2.2177688744816466) | > grad_norm_0: tensor(14.9386, device='cuda:0') (tensor(21.6199, device='cuda:0')) | > loss_gen: 2.83194637298584 (2.7413956666514823) | > loss_kl: 1.673283338546753 (1.7058491454507312) | > loss_feat: 8.183375358581543 (8.198771612487569) | > loss_mel: 12.751394271850586 (13.086604090502663) | > loss_duration: 1.6647670269012451 (1.6780664181187206) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.104764938354492 (27.410686994121022) | > grad_norm_1: tensor(337.8820, device='cuda:0') (tensor(456.5957, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8214 (0.8552315461374547) | > loader_time: 0.0103 (0.010385247042579376)  --> TIME: 2025-05-10 15:37:51 -- STEP: 187/725 -- GLOBAL_STEP: 251950 | > loss_disc: 2.316627025604248 (2.2142279160851452) | > loss_disc_real_0: 0.19568514823913574 (0.14088225245157032) | > loss_disc_real_1: 0.1879252940416336 (0.19177536841701062) | > loss_disc_real_2: 0.1848846822977066 (0.18905387922404285) | > loss_disc_real_3: 0.20646509528160095 (0.20480248865915493) | > loss_disc_real_4: 0.19550025463104248 (0.19597867171075892) | > loss_disc_real_5: 0.23733635246753693 (0.2071884309544283) | > loss_0: 2.316627025604248 (2.2142279160851452) | > grad_norm_0: tensor(25.0469, device='cuda:0') (tensor(21.8238, device='cuda:0')) | > loss_gen: 2.5871574878692627 (2.7458922518765863) | > loss_kl: 1.697485327720642 (1.705438395872473) | > loss_feat: 7.079880714416504 (8.214754145413158) | > loss_mel: 11.652945518493652 (13.08466331971521) | > loss_duration: 1.6993592977523804 (1.6795791119815189) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.716829299926758 (27.43032727777002) | > grad_norm_1: tensor(500.2047, device='cuda:0') (tensor(449.4086, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8575 (0.8545430458803228) | > loader_time: 0.0096 (0.010344121545393839)  --> TIME: 2025-05-10 15:38:34 -- STEP: 237/725 -- GLOBAL_STEP: 252000 | > loss_disc: 2.164915084838867 (2.214959524854827) | > loss_disc_real_0: 0.1373014897108078 (0.1412955695755373) | > loss_disc_real_1: 0.2046169936656952 (0.19179152304361644) | > loss_disc_real_2: 0.19765326380729675 (0.1891661756652317) | > loss_disc_real_3: 0.21454469859600067 (0.20523685531274174) | > loss_disc_real_4: 0.22507649660110474 (0.19640896038667058) | > loss_disc_real_5: 0.17701245844364166 (0.20742409050716126) | > loss_0: 2.164915084838867 (2.214959524854827) | > grad_norm_0: tensor(17.3266, device='cuda:0') (tensor(22.1177, device='cuda:0')) | > loss_gen: 2.649824857711792 (2.748211444178714) | > loss_kl: 1.8964065313339233 (1.7142702572456392) | > loss_feat: 7.585866451263428 (8.206848593200808) | > loss_mel: 12.531204223632812 (13.059483817861054) | > loss_duration: 1.659691572189331 (1.679033443897585) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.3229923248291 (27.407847601653152) | > grad_norm_1: tensor(444.3342, device='cuda:0') (tensor(450.8820, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8258 (0.8539728886970488) | > loader_time: 0.0101 (0.010249771649324441) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_252000.pth  --> TIME: 2025-05-10 15:39:20 -- STEP: 287/725 -- GLOBAL_STEP: 252050 | > loss_disc: 2.2744388580322266 (2.2168527073145716) | > loss_disc_real_0: 0.1645471751689911 (0.14165616230163022) | > loss_disc_real_1: 0.20015305280685425 (0.19160281028274045) | > loss_disc_real_2: 0.19454698264598846 (0.18942955016882163) | > loss_disc_real_3: 0.21185563504695892 (0.2053079557854955) | > loss_disc_real_4: 0.20436298847198486 (0.1962646293204005) | > loss_disc_real_5: 0.2231612652540207 (0.20763125184936393) | > loss_0: 2.2744388580322266 (2.2168527073145716) | > grad_norm_0: tensor(13.6854, device='cuda:0') (tensor(21.9511, device='cuda:0')) | > loss_gen: 2.6974430084228516 (2.7437922505966874) | > loss_kl: 1.7015889883041382 (1.7142183136856928) | > loss_feat: 7.536944389343262 (8.165422246846585) | > loss_mel: 12.56362533569336 (13.023367615942343) | > loss_duration: 1.696300745010376 (1.6788367892806952) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.19590187072754 (27.325637279071874) | > grad_norm_1: tensor(388.4072, device='cuda:0') (tensor(435.1228, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8176 (0.8533844316462605) | > loader_time: 0.0092 (0.010290084400243461)  --> TIME: 2025-05-10 15:40:04 -- STEP: 337/725 -- GLOBAL_STEP: 252100 | > loss_disc: 2.3479726314544678 (2.2192097594546967) | > loss_disc_real_0: 0.11306849867105484 (0.14130817207809027) | > loss_disc_real_1: 0.19089099764823914 (0.19184354009543408) | > loss_disc_real_2: 0.159420445561409 (0.18950098735288617) | > loss_disc_real_3: 0.20230910181999207 (0.20546229165987015) | > loss_disc_real_4: 0.18893742561340332 (0.1964072030623518) | > loss_disc_real_5: 0.22966094315052032 (0.2081067122143171) | > loss_0: 2.3479726314544678 (2.2192097594546967) | > grad_norm_0: tensor(17.2862, device='cuda:0') (tensor(21.5922, device='cuda:0')) | > loss_gen: 2.4943504333496094 (2.7404020886746645) | > loss_kl: 1.7883856296539307 (1.716470149221335) | > loss_feat: 7.651309490203857 (8.150905476125832) | > loss_mel: 13.08700180053711 (13.017000498333035) | > loss_duration: 1.6549816131591797 (1.6784626998957959) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.676029205322266 (27.30324098830407) | > grad_norm_1: tensor(162.5499, device='cuda:0') (tensor(434.8002, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.884 (0.8532867679256356) | > loader_time: 0.0121 (0.01035681110461318)  --> TIME: 2025-05-10 15:40:47 -- STEP: 387/725 -- GLOBAL_STEP: 252150 | > loss_disc: 2.2038183212280273 (2.2195615121560466) | > loss_disc_real_0: 0.13353344798088074 (0.14137660115187192) | > loss_disc_real_1: 0.20232543349266052 (0.19218746836487335) | > loss_disc_real_2: 0.20322537422180176 (0.18951528925612293) | > loss_disc_real_3: 0.23104794323444366 (0.20563296677222237) | > loss_disc_real_4: 0.22171056270599365 (0.1965271219110612) | > loss_disc_real_5: 0.20042479038238525 (0.2079339616905503) | > loss_0: 2.2038183212280273 (2.2195615121560466) | > grad_norm_0: tensor(22.0655, device='cuda:0') (tensor(22.0164, device='cuda:0')) | > loss_gen: 2.8746628761291504 (2.7437643604377135) | > loss_kl: 1.5726983547210693 (1.7190339556036067) | > loss_feat: 8.117616653442383 (8.152637444725327) | > loss_mel: 13.107893943786621 (13.023884795432867) | > loss_duration: 1.7549844980239868 (1.6784699160307255) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.4278564453125 (27.317790526752326) | > grad_norm_1: tensor(355.7461, device='cuda:0') (tensor(434.1714, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8519 (0.8532798980249604) | > loader_time: 0.0114 (0.01039095812065657)  --> TIME: 2025-05-10 15:41:30 -- STEP: 437/725 -- GLOBAL_STEP: 252200 | > loss_disc: 2.235595703125 (2.2181937563610252) | > loss_disc_real_0: 0.10747420787811279 (0.1409926269740483) | > loss_disc_real_1: 0.16331252455711365 (0.19209985922621378) | > loss_disc_real_2: 0.20300927758216858 (0.18949805189870308) | > loss_disc_real_3: 0.1842072606086731 (0.2055193075326269) | > loss_disc_real_4: 0.20159944891929626 (0.19680645540186142) | > loss_disc_real_5: 0.205771341919899 (0.20747680535851135) | > loss_0: 2.235595703125 (2.2181937563610252) | > grad_norm_0: tensor(18.5550, device='cuda:0') (tensor(21.9358, device='cuda:0')) | > loss_gen: 2.7153289318084717 (2.7455619521763013) | > loss_kl: 1.8080450296401978 (1.724634934344608) | > loss_feat: 7.6512017250061035 (8.166523867941006) | > loss_mel: 12.37706184387207 (13.0400142385976) | > loss_duration: 1.6451743841171265 (1.6779283948021018) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.196809768676758 (27.354663447329873) | > grad_norm_1: tensor(485.6693, device='cuda:0') (tensor(436.7433, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.894 (0.8526212067025747) | > loader_time: 0.0107 (0.010370047196097998)  --> TIME: 2025-05-10 15:42:13 -- STEP: 487/725 -- GLOBAL_STEP: 252250 | > loss_disc: 2.180621862411499 (2.215798836224374) | > loss_disc_real_0: 0.16427187621593475 (0.14110209676580535) | > loss_disc_real_1: 0.19127339124679565 (0.19198694197916158) | > loss_disc_real_2: 0.18635506927967072 (0.18939439563780588) | > loss_disc_real_3: 0.1921655833721161 (0.20544787087846828) | > loss_disc_real_4: 0.19387291371822357 (0.19647666922095375) | > loss_disc_real_5: 0.15990658104419708 (0.20650207668971232) | > loss_0: 2.180621862411499 (2.215798836224374) | > grad_norm_0: tensor(18.4629, device='cuda:0') (tensor(22.2756, device='cuda:0')) | > loss_gen: 2.80149507522583 (2.754621155697707) | > loss_kl: 1.8063668012619019 (1.7273839511420934) | > loss_feat: 7.771735191345215 (8.200047276592837) | > loss_mel: 12.576902389526367 (13.081493651842434) | > loss_duration: 1.681730031967163 (1.6786770326156142) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.638229370117188 (27.442223135695563) | > grad_norm_1: tensor(425.1259, device='cuda:0') (tensor(442.2912, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8182 (0.8520830979827001) | > loader_time: 0.0095 (0.010394659864829063)  --> TIME: 2025-05-10 15:42:56 -- STEP: 537/725 -- GLOBAL_STEP: 252300 | > loss_disc: 2.0869593620300293 (2.2167762915293343) | > loss_disc_real_0: 0.10605999082326889 (0.14111421150424203) | > loss_disc_real_1: 0.20300716161727905 (0.19199101033046487) | > loss_disc_real_2: 0.18647491931915283 (0.18944297747572034) | > loss_disc_real_3: 0.2004726529121399 (0.20524263146092325) | > loss_disc_real_4: 0.15489593148231506 (0.19661367328029328) | > loss_disc_real_5: 0.2137729674577713 (0.20679368492167305) | > loss_0: 2.0869593620300293 (2.2167762915293343) | > grad_norm_0: tensor(19.6596, device='cuda:0') (tensor(22.4962, device='cuda:0')) | > loss_gen: 2.926393985748291 (2.755145238098486) | > loss_kl: 1.494532585144043 (1.7279966565705764) | > loss_feat: 8.977020263671875 (8.205964968413166) | > loss_mel: 13.660501480102539 (13.102452571165628) | > loss_duration: 1.723609209060669 (1.679243759957993) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.78205680847168 (27.470803276786594) | > grad_norm_1: tensor(603.6896, device='cuda:0') (tensor(443.5472, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8517 (0.8519861089894667) | > loader_time: 0.01 (0.010391130571702784)  --> TIME: 2025-05-10 15:43:40 -- STEP: 587/725 -- GLOBAL_STEP: 252350 | > loss_disc: 2.4058852195739746 (2.216242861300959) | > loss_disc_real_0: 0.20122729241847992 (0.1409800164464996) | > loss_disc_real_1: 0.22954565286636353 (0.19203082983599407) | > loss_disc_real_2: 0.20629936456680298 (0.18934480955084904) | > loss_disc_real_3: 0.2124151587486267 (0.20531320366278624) | > loss_disc_real_4: 0.2260485142469406 (0.19668700643759573) | > loss_disc_real_5: 0.2242545187473297 (0.20672244046778246) | > loss_0: 2.4058852195739746 (2.216242861300959) | > grad_norm_0: tensor(38.5691, device='cuda:0') (tensor(22.5419, device='cuda:0')) | > loss_gen: 2.5527071952819824 (2.753886349968853) | > loss_kl: 1.7574753761291504 (1.726778745041998) | > loss_feat: 6.85684871673584 (8.20253060014325) | > loss_mel: 11.401962280273438 (13.08896901619698) | > loss_duration: 1.6596142053604126 (1.6790923345231112) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.228609085083008 (27.451257140307458) | > grad_norm_1: tensor(556.1964, device='cuda:0') (tensor(445.6085, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8585 (0.8518150084266466) | > loader_time: 0.0124 (0.010435410212008266)  --> TIME: 2025-05-10 15:44:23 -- STEP: 637/725 -- GLOBAL_STEP: 252400 | > loss_disc: 2.2819578647613525 (2.2138102479407693) | > loss_disc_real_0: 0.2111494392156601 (0.1403454079452079) | > loss_disc_real_1: 0.22323784232139587 (0.19195929600080847) | > loss_disc_real_2: 0.18408270180225372 (0.1891976259707282) | > loss_disc_real_3: 0.24691827595233917 (0.2052209466415074) | > loss_disc_real_4: 0.2098333090543747 (0.19667181676747844) | > loss_disc_real_5: 0.2166031450033188 (0.2065597590135068) | > loss_0: 2.2819578647613525 (2.2138102479407693) | > grad_norm_0: tensor(39.2481, device='cuda:0') (tensor(22.5154, device='cuda:0')) | > loss_gen: 2.816990375518799 (2.7570164098844425) | > loss_kl: 1.6581493616104126 (1.7268827182344586) | > loss_feat: 8.02843952178955 (8.220481686165416) | > loss_mel: 13.724045753479004 (13.113820608968448) | > loss_duration: 1.6419479846954346 (1.678932127061781) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.86957359313965 (27.49713365024824) | > grad_norm_1: tensor(194.8573, device='cuda:0') (tensor(449.1284, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8434 (0.8524000274143185) | > loader_time: 0.0093 (0.01047643612093603)  --> TIME: 2025-05-10 15:45:07 -- STEP: 687/725 -- GLOBAL_STEP: 252450 | > loss_disc: 2.3687806129455566 (2.2147476490928604) | > loss_disc_real_0: 0.14464324712753296 (0.1409078105698508) | > loss_disc_real_1: 0.18668711185455322 (0.19192352665390328) | > loss_disc_real_2: 0.19219647347927094 (0.1892675056814974) | > loss_disc_real_3: 0.1894574761390686 (0.20516474078662886) | > loss_disc_real_4: 0.22375749051570892 (0.19673412411407257) | > loss_disc_real_5: 0.18818318843841553 (0.20611577607919032) | > loss_0: 2.3687806129455566 (2.2147476490928604) | > grad_norm_0: tensor(12.9608, device='cuda:0') (tensor(22.8455, device='cuda:0')) | > loss_gen: 2.4729278087615967 (2.7558207574369615) | > loss_kl: 1.8488770723342896 (1.7270906703787943) | > loss_feat: 7.427027702331543 (8.213726945319028) | > loss_mel: 11.286185264587402 (13.103685556714362) | > loss_duration: 1.6868209838867188 (1.6790352075901616) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.721837997436523 (27.479359222811905) | > grad_norm_1: tensor(398.0475, device='cuda:0') (tensor(451.4748, device='cuda:0')) | > current_lr_0: 0.00019302411853756697 | > current_lr_1: 0.00019302411853756697 | > step_time: 0.8741 (0.8521748647592644) | > loader_time: 0.01 (0.010461737148279351)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.136279582977295 (2.136279582977295) | > loss_disc_real_0: 0.10014256834983826 (0.10014256834983826) | > loss_disc_real_1: 0.15677040815353394 (0.15677040815353394) | > loss_disc_real_2: 0.208876833319664 (0.208876833319664) | > loss_disc_real_3: 0.21739593148231506 (0.21739593148231506) | > loss_disc_real_4: 0.2024667114019394 (0.2024667114019394) | > loss_disc_real_5: 0.2044014185667038 (0.2044014185667038) | > loss_0: 2.136279582977295 (2.136279582977295) | > loss_gen: 2.673046588897705 (2.673046588897705) | > loss_kl: 2.1109426021575928 (2.1109426021575928) | > loss_feat: 9.082085609436035 (9.082085609436035) | > loss_mel: 14.596719741821289 (14.596719741821289) | > loss_duration: 1.6963434219360352 (1.6963434219360352) | > loss_1: 30.159137725830078 (30.159137725830078)  --> STEP: 1 | > loss_disc: 2.147367000579834 (2.147367000579834) | > loss_disc_real_0: 0.1029013991355896 (0.1029013991355896) | > loss_disc_real_1: 0.15854212641716003 (0.15854212641716003) | > loss_disc_real_2: 0.22273647785186768 (0.22273647785186768) | > loss_disc_real_3: 0.22234557569026947 (0.22234557569026947) | > loss_disc_real_4: 0.19829073548316956 (0.19829073548316956) | > loss_disc_real_5: 0.2278558611869812 (0.2278558611869812) | > loss_0: 2.147367000579834 (2.147367000579834) | > loss_gen: 2.7189104557037354 (2.7189104557037354) | > loss_kl: 1.9651654958724976 (1.9651654958724976) | > loss_feat: 8.988466262817383 (8.988466262817383) | > loss_mel: 14.96739387512207 (14.96739387512207) | > loss_duration: 1.7874720096588135 (1.7874720096588135) | > loss_1: 30.427406311035156 (30.427406311035156)  --> STEP: 2 | > loss_disc: 2.223292112350464 (2.185329556465149) | > loss_disc_real_0: 0.10903604328632355 (0.10596872121095657) | > loss_disc_real_1: 0.17129698395729065 (0.16491955518722534) | > loss_disc_real_2: 0.22183816134929657 (0.22228731960058212) | > loss_disc_real_3: 0.20708516240119934 (0.2147153690457344) | > loss_disc_real_4: 0.20989470183849335 (0.20409271866083145) | > loss_disc_real_5: 0.20616810023784637 (0.2170119807124138) | > loss_0: 2.223292112350464 (2.185329556465149) | > loss_gen: 2.562338352203369 (2.6406244039535522) | > loss_kl: 1.9766628742218018 (1.9709141850471497) | > loss_feat: 8.664466857910156 (8.82646656036377) | > loss_mel: 14.15125846862793 (14.559326171875) | > loss_duration: 1.8475545644760132 (1.8175132870674133) | > loss_1: 29.202281951904297 (29.814844131469727)  --> STEP: 3 | > loss_disc: 2.1363208293914795 (2.1689933141072593) | > loss_disc_real_0: 0.10562646389007568 (0.1058546354373296) | > loss_disc_real_1: 0.18298795819282532 (0.170942356189092) | > loss_disc_real_2: 0.20561672747135162 (0.21673045555750528) | > loss_disc_real_3: 0.2323008030653 (0.2205771803855896) | > loss_disc_real_4: 0.21963605284690857 (0.2092738300561905) | > loss_disc_real_5: 0.187229186296463 (0.20708438257376352) | > loss_0: 2.1363208293914795 (2.1689933141072593) | > loss_gen: 2.7203502655029297 (2.667199691136678) | > loss_kl: 2.1025521755218506 (2.0147935152053833) | > loss_feat: 8.417732238769531 (8.690221786499023) | > loss_mel: 14.498276710510254 (14.538976351420084) | > loss_duration: 1.8144526481628418 (1.816493074099223) | > loss_1: 29.55336570739746 (29.727684656778973)  --> STEP: 4 | > loss_disc: 2.318073034286499 (2.206263244152069) | > loss_disc_real_0: 0.12189722061157227 (0.10986528173089027) | > loss_disc_real_1: 0.18658094108104706 (0.17485200241208076) | > loss_disc_real_2: 0.1867803931236267 (0.20924293994903564) | > loss_disc_real_3: 0.2371501326560974 (0.22472041845321655) | > loss_disc_real_4: 0.20895613729953766 (0.20919440686702728) | > loss_disc_real_5: 0.2600955367088318 (0.2203371711075306) | > loss_0: 2.318073034286499 (2.206263244152069) | > loss_gen: 2.527533531188965 (2.6322831511497498) | > loss_kl: 2.029236316680908 (2.0184042155742645) | > loss_feat: 7.4968581199646 (8.391880869865417) | > loss_mel: 12.651067733764648 (14.066999197006226) | > loss_duration: 1.7723922729492188 (1.8054678738117218) | > loss_1: 26.477088928222656 (28.915035724639893) --> EVAL PERFORMANCE | > avg_loader_time: 0.2881273627281189 (-0.03644871711730957) | > avg_loss_disc: 2.206263244152069 (-0.038680851459503174) | > avg_loss_disc_real_0: 0.10986528173089027 (-0.04796461760997772) | > avg_loss_disc_real_1: 0.17485200241208076 (-0.04885627701878548) | > avg_loss_disc_real_2: 0.20924293994903564 (+0.010491490364074707) | > avg_loss_disc_real_3: 0.22472041845321655 (+0.03184668347239494) | > avg_loss_disc_real_4: 0.20919440686702728 (-0.02350425347685814) | > avg_loss_disc_real_5: 0.2203371711075306 (-0.01789909228682518) | > avg_loss_0: 2.206263244152069 (-0.038680851459503174) | > avg_loss_gen: 2.6322831511497498 (-0.12721019983291626) | > avg_loss_kl: 2.0184042155742645 (+0.006258189678192139) | > avg_loss_feat: 8.391880869865417 (+0.35072624683380127) | > avg_loss_mel: 14.066999197006226 (+0.06752657890319824) | > avg_loss_duration: 1.8054678738117218 (-0.004217863082885742) | > avg_loss_1: 28.915035724639893 (+0.29308271408081055)  > EPOCH: 285/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 15:45:46)   --> TIME: 2025-05-10 15:45:58 -- STEP: 12/725 -- GLOBAL_STEP: 252500 | > loss_disc: 2.2497122287750244 (2.2274701992670694) | > loss_disc_real_0: 0.10933753848075867 (0.14302349090576172) | > loss_disc_real_1: 0.19686263799667358 (0.1945162278910478) | > loss_disc_real_2: 0.18330158293247223 (0.1897452063858509) | > loss_disc_real_3: 0.1931854635477066 (0.20671933020154634) | > loss_disc_real_4: 0.18959535658359528 (0.1934895118077596) | > loss_disc_real_5: 0.21092887222766876 (0.21131892750660577) | > loss_0: 2.2497122287750244 (2.2274701992670694) | > grad_norm_0: tensor(10.6897, device='cuda:0') (tensor(27.7809, device='cuda:0')) | > loss_gen: 2.790717363357544 (2.763567646344503) | > loss_kl: 1.5908358097076416 (1.7003662288188934) | > loss_feat: 8.475253105163574 (8.21323013305664) | > loss_mel: 13.543185234069824 (13.136479616165161) | > loss_duration: 1.7021352052688599 (1.6782405376434326) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.102127075195312 (27.491884390513103) | > grad_norm_1: tensor(541.9849, device='cuda:0') (tensor(456.9601, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8442 (0.8347055117289225) | > loader_time: 0.0089 (0.010358452796936037)  --> TIME: 2025-05-10 15:46:42 -- STEP: 62/725 -- GLOBAL_STEP: 252550 | > loss_disc: 2.1802139282226562 (2.21183261179155) | > loss_disc_real_0: 0.11005020886659622 (0.13776421979550396) | > loss_disc_real_1: 0.18572527170181274 (0.19240790869920485) | > loss_disc_real_2: 0.22095108032226562 (0.19246436511316606) | > loss_disc_real_3: 0.18980741500854492 (0.20641513168811798) | > loss_disc_real_4: 0.2043304443359375 (0.19591328573803748) | > loss_disc_real_5: 0.1748787760734558 (0.2047743549750697) | > loss_0: 2.1802139282226562 (2.21183261179155) | > grad_norm_0: tensor(19.1883, device='cuda:0') (tensor(25.4246, device='cuda:0')) | > loss_gen: 2.777358293533325 (2.7578545155063754) | > loss_kl: 1.6506181955337524 (1.692798364546991) | > loss_feat: 8.68929386138916 (8.192023384955622) | > loss_mel: 13.50958251953125 (13.023480615308207) | > loss_duration: 1.722906470298767 (1.6751712387607944) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.349760055541992 (27.341328005636893) | > grad_norm_1: tensor(532.7775, device='cuda:0') (tensor(510.4361, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8506 (0.8510849398951377) | > loader_time: 0.0095 (0.010004878044128421)  --> TIME: 2025-05-10 15:47:25 -- STEP: 112/725 -- GLOBAL_STEP: 252600 | > loss_disc: 2.2898192405700684 (2.2102161582027153) | > loss_disc_real_0: 0.17071875929832458 (0.13840178214013582) | > loss_disc_real_1: 0.20031508803367615 (0.1922170899010131) | > loss_disc_real_2: 0.1904778927564621 (0.19078075460025246) | > loss_disc_real_3: 0.2483099400997162 (0.20611674644585168) | > loss_disc_real_4: 0.22489839792251587 (0.196907389909029) | > loss_disc_real_5: 0.24705727398395538 (0.20523473899811506) | > loss_0: 2.2898192405700684 (2.2102161582027153) | > grad_norm_0: tensor(25.0675, device='cuda:0') (tensor(23.7669, device='cuda:0')) | > loss_gen: 2.725630044937134 (2.754519432783126) | > loss_kl: 1.6193134784698486 (1.7091816174132484) | > loss_feat: 7.741140842437744 (8.166752393756592) | > loss_mel: 12.857307434082031 (13.02521094254085) | > loss_duration: 1.6867448091506958 (1.6801512092351913) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.630136489868164 (27.335815565926687) | > grad_norm_1: tensor(631.4969, device='cuda:0') (tensor(494.6145, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8306 (0.8518343184675489) | > loader_time: 0.0101 (0.009960244808878221)  --> TIME: 2025-05-10 15:48:08 -- STEP: 162/725 -- GLOBAL_STEP: 252650 | > loss_disc: 2.205714225769043 (2.2127853970468774) | > loss_disc_real_0: 0.18417315185070038 (0.13904740403831745) | > loss_disc_real_1: 0.19451633095741272 (0.19264016070483644) | > loss_disc_real_2: 0.2144685536623001 (0.19048851397302402) | > loss_disc_real_3: 0.17967721819877625 (0.20580917927953937) | > loss_disc_real_4: 0.1849890947341919 (0.19643536918325188) | > loss_disc_real_5: 0.20597942173480988 (0.20568320155143743) | > loss_0: 2.205714225769043 (2.2127853970468774) | > grad_norm_0: tensor(35.7092, device='cuda:0') (tensor(23.2349, device='cuda:0')) | > loss_gen: 2.7955408096313477 (2.749907527440859) | > loss_kl: 1.6396098136901855 (1.708710120048052) | > loss_feat: 7.6764116287231445 (8.166830984162694) | > loss_mel: 11.949503898620605 (13.024701871989686) | > loss_duration: 1.622227430343628 (1.6799406468132398) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.683292388916016 (27.330091029037664) | > grad_norm_1: tensor(378.9725, device='cuda:0') (tensor(487.7515, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8238 (0.8496885549874953) | > loader_time: 0.01 (0.0099429922339357)  --> TIME: 2025-05-10 15:48:51 -- STEP: 212/725 -- GLOBAL_STEP: 252700 | > loss_disc: 2.244138479232788 (2.2143083867037054) | > loss_disc_real_0: 0.16437621414661407 (0.13970127367888982) | > loss_disc_real_1: 0.1970919668674469 (0.19226115471068414) | > loss_disc_real_2: 0.191228985786438 (0.19041261526773554) | > loss_disc_real_3: 0.21714985370635986 (0.2065948751878064) | > loss_disc_real_4: 0.22122174501419067 (0.19602870976306358) | > loss_disc_real_5: 0.21576577425003052 (0.20599299992592832) | > loss_0: 2.244138479232788 (2.2143083867037054) | > grad_norm_0: tensor(15.2935, device='cuda:0') (tensor(22.2753, device='cuda:0')) | > loss_gen: 2.7102580070495605 (2.750700147646777) | > loss_kl: 1.6571128368377686 (1.708774189341743) | > loss_feat: 7.856208324432373 (8.21093889452376) | > loss_mel: 12.03862476348877 (13.098652938626847) | > loss_duration: 1.6875865459442139 (1.6800112398165579) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.94978904724121 (27.449077273314852) | > grad_norm_1: tensor(567.2469, device='cuda:0') (tensor(468.3918, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8529 (0.8507195756120501) | > loader_time: 0.0095 (0.009909629821777344)  --> TIME: 2025-05-10 15:49:35 -- STEP: 262/725 -- GLOBAL_STEP: 252750 | > loss_disc: 1.9817365407943726 (2.210617938569482) | > loss_disc_real_0: 0.1319221705198288 (0.13872822061294818) | > loss_disc_real_1: 0.16191911697387695 (0.1925784980181519) | > loss_disc_real_2: 0.1641424149274826 (0.1898018601741499) | > loss_disc_real_3: 0.2173110693693161 (0.206818143431922) | > loss_disc_real_4: 0.21247753500938416 (0.19613334655989217) | > loss_disc_real_5: 0.2023468315601349 (0.205501543713435) | > loss_0: 1.9817365407943726 (2.210617938569482) | > grad_norm_0: tensor(25.6233, device='cuda:0') (tensor(22.1795, device='cuda:0')) | > loss_gen: 3.1076719760894775 (2.757502448467807) | > loss_kl: 1.628201961517334 (1.7080968286244924) | > loss_feat: 10.144658088684082 (8.245136228226519) | > loss_mel: 14.88284683227539 (13.140022139512856) | > loss_duration: 1.6734421253204346 (1.6806425766180493) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.43682098388672 (27.531400098145465) | > grad_norm_1: tensor(591.6911, device='cuda:0') (tensor(468.5483, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8855 (0.8503571412035527) | > loader_time: 0.0106 (0.009925673936159556)  --> TIME: 2025-05-10 15:50:18 -- STEP: 312/725 -- GLOBAL_STEP: 252800 | > loss_disc: 2.2292747497558594 (2.2106512185090614) | > loss_disc_real_0: 0.14717067778110504 (0.1388711708191878) | > loss_disc_real_1: 0.16391852498054504 (0.19232948487385715) | > loss_disc_real_2: 0.1858474761247635 (0.18988539560292017) | > loss_disc_real_3: 0.1642683446407318 (0.20643083073007754) | > loss_disc_real_4: 0.17900723218917847 (0.19603348060105097) | > loss_disc_real_5: 0.204021155834198 (0.2054859382124284) | > loss_0: 2.2292747497558594 (2.2106512185090614) | > grad_norm_0: tensor(25.5828, device='cuda:0') (tensor(22.1917, device='cuda:0')) | > loss_gen: 2.5676450729370117 (2.7546251752437687) | > loss_kl: 1.8023788928985596 (1.708899424244196) | > loss_feat: 8.138304710388184 (8.225829512645035) | > loss_mel: 13.53192138671875 (13.102038377370592) | > loss_duration: 1.6717368364334106 (1.6796190967926619) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.711986541748047 (27.471011461355758) | > grad_norm_1: tensor(453.0320, device='cuda:0') (tensor(464.3192, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8347 (0.851642369459837) | > loader_time: 0.0106 (0.009969624189230112)  --> TIME: 2025-05-10 15:51:02 -- STEP: 362/725 -- GLOBAL_STEP: 252850 | > loss_disc: 2.1867780685424805 (2.2114668923188305) | > loss_disc_real_0: 0.10692359507083893 (0.1394351718545947) | > loss_disc_real_1: 0.22038286924362183 (0.19220900766098686) | > loss_disc_real_2: 0.19137929379940033 (0.1899268457985057) | > loss_disc_real_3: 0.18494611978530884 (0.20602931469184918) | > loss_disc_real_4: 0.19079381227493286 (0.19631309519156567) | > loss_disc_real_5: 0.1852506697177887 (0.20558488694179128) | > loss_0: 2.1867780685424805 (2.2114668923188305) | > grad_norm_0: tensor(28.4971, device='cuda:0') (tensor(22.5448, device='cuda:0')) | > loss_gen: 2.604513645172119 (2.7543393729141408) | > loss_kl: 1.9234288930892944 (1.7145523135833318) | > loss_feat: 8.169256210327148 (8.209233110122259) | > loss_mel: 13.25574016571045 (13.069808796624452) | > loss_duration: 1.6159672737121582 (1.678158248656363) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.568904876708984 (27.426091699969053) | > grad_norm_1: tensor(511.9065, device='cuda:0') (tensor(464.7914, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8564 (0.8521745771334316) | > loader_time: 0.0097 (0.009979371207853702)  --> TIME: 2025-05-10 15:51:45 -- STEP: 412/725 -- GLOBAL_STEP: 252900 | > loss_disc: 2.112413167953491 (2.210395080082624) | > loss_disc_real_0: 0.13205847144126892 (0.13950388012363485) | > loss_disc_real_1: 0.1855120211839676 (0.19211267669079363) | > loss_disc_real_2: 0.18963634967803955 (0.1897907026690766) | > loss_disc_real_3: 0.19806648790836334 (0.2059558480978012) | > loss_disc_real_4: 0.18369249999523163 (0.19607597271215568) | > loss_disc_real_5: 0.16718152165412903 (0.20490567592307204) | > loss_0: 2.112413167953491 (2.210395080082624) | > grad_norm_0: tensor(38.5728, device='cuda:0') (tensor(22.8857, device='cuda:0')) | > loss_gen: 2.868805408477783 (2.758236078961382) | > loss_kl: 1.7626339197158813 (1.7187455927284019) | > loss_feat: 9.274328231811523 (8.224651619068634) | > loss_mel: 14.03156566619873 (13.102154655363954) | > loss_duration: 1.6942304372787476 (1.6782667526921027) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.631563186645508 (27.482054552985634) | > grad_norm_1: tensor(620.9042, device='cuda:0') (tensor(470.1470, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.851 (0.8522457914445006) | > loader_time: 0.0104 (0.010017836556851283)  --> TIME: 2025-05-10 15:52:28 -- STEP: 462/725 -- GLOBAL_STEP: 252950 | > loss_disc: 2.310061454772949 (2.2122961264668075) | > loss_disc_real_0: 0.1640852391719818 (0.13958523396676747) | > loss_disc_real_1: 0.1792559027671814 (0.19201488999319274) | > loss_disc_real_2: 0.21563895046710968 (0.19000466332420132) | > loss_disc_real_3: 0.2073051929473877 (0.20597245237786016) | > loss_disc_real_4: 0.21938101947307587 (0.19640066397267503) | > loss_disc_real_5: 0.22982728481292725 (0.2056075442598496) | > loss_0: 2.310061454772949 (2.2122961264668075) | > grad_norm_0: tensor(11.4985, device='cuda:0') (tensor(22.7564, device='cuda:0')) | > loss_gen: 2.5770339965820312 (2.755179822702945) | > loss_kl: 1.7981353998184204 (1.7246070893811973) | > loss_feat: 6.887219429016113 (8.20689613891371) | > loss_mel: 11.236556053161621 (13.089658541080755) | > loss_duration: 1.6894919872283936 (1.678760551270985) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.18843650817871 (27.455102041170203) | > grad_norm_1: tensor(181.6796, device='cuda:0') (tensor(467.6408, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8024 (0.8514964915973283) | > loader_time: 0.0095 (0.010035146366466173)  --> TIME: 2025-05-10 15:53:12 -- STEP: 512/725 -- GLOBAL_STEP: 253000 | > loss_disc: 2.1676218509674072 (2.2115488357376294) | > loss_disc_real_0: 0.10977571457624435 (0.1400565607764292) | > loss_disc_real_1: 0.18491719663143158 (0.19181412548641666) | > loss_disc_real_2: 0.17015595734119415 (0.19004197738831868) | > loss_disc_real_3: 0.20369088649749756 (0.20587796450126916) | > loss_disc_real_4: 0.2208857536315918 (0.19630344485631213) | > loss_disc_real_5: 0.22843188047409058 (0.20538702822523194) | > loss_0: 2.1676218509674072 (2.2115488357376294) | > grad_norm_0: tensor(9.9495, device='cuda:0') (tensor(23.0627, device='cuda:0')) | > loss_gen: 2.901477575302124 (2.7596986093558376) | > loss_kl: 1.6339002847671509 (1.7251833949703723) | > loss_feat: 8.735116958618164 (8.226157974451786) | > loss_mel: 14.499430656433105 (13.107635509222746) | > loss_duration: 1.623460292816162 (1.6791121626738463) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.393386840820312 (27.497787568718202) | > grad_norm_1: tensor(243.5246, device='cuda:0') (tensor(469.2672, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8605 (0.8517817007377744) | > loader_time: 0.0117 (0.010111906565725802) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_253000.pth  --> TIME: 2025-05-10 15:53:58 -- STEP: 562/725 -- GLOBAL_STEP: 253050 | > loss_disc: 2.2373132705688477 (2.2103367676938546) | > loss_disc_real_0: 0.17228391766548157 (0.1399976480288224) | > loss_disc_real_1: 0.1998736411333084 (0.1916529874837695) | > loss_disc_real_2: 0.20824827253818512 (0.18963526491592794) | > loss_disc_real_3: 0.18875254690647125 (0.20579843665887448) | > loss_disc_real_4: 0.1941733956336975 (0.19648888012480475) | > loss_disc_real_5: 0.23321330547332764 (0.20534295278511866) | > loss_0: 2.2373132705688477 (2.2103367676938546) | > grad_norm_0: tensor(22.5089, device='cuda:0') (tensor(22.7990, device='cuda:0')) | > loss_gen: 2.7473440170288086 (2.7607573300494) | > loss_kl: 1.7888777256011963 (1.728313048963445) | > loss_feat: 7.86052131652832 (8.24020883366731) | > loss_mel: 11.989184379577637 (13.116694492801654) | > loss_duration: 1.636258602142334 (1.6790395446943644) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.022188186645508 (27.525013204146955) | > grad_norm_1: tensor(468.2332, device='cuda:0') (tensor(466.6311, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.9167 (0.8518523830535998) | > loader_time: 0.012 (0.010192254684149575)  --> TIME: 2025-05-10 15:54:41 -- STEP: 612/725 -- GLOBAL_STEP: 253100 | > loss_disc: 2.211275339126587 (2.209416093000399) | > loss_disc_real_0: 0.14560389518737793 (0.13946550789903958) | > loss_disc_real_1: 0.1959822177886963 (0.19168385378772923) | > loss_disc_real_2: 0.18784581124782562 (0.1894785251979735) | > loss_disc_real_3: 0.18395806849002838 (0.20570548336490296) | > loss_disc_real_4: 0.20262257754802704 (0.19648761609021342) | > loss_disc_real_5: 0.19205214083194733 (0.2055421463073859) | > loss_0: 2.211275339126587 (2.209416093000399) | > grad_norm_0: tensor(27.7624, device='cuda:0') (tensor(22.6147, device='cuda:0')) | > loss_gen: 2.7516121864318848 (2.760641437729979) | > loss_kl: 1.8223235607147217 (1.729946530137966) | > loss_feat: 8.573813438415527 (8.2470802216748) | > loss_mel: 13.555898666381836 (13.114976245593402) | > loss_duration: 1.6153137683868408 (1.6785790643660852) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.31896209716797 (27.531223449831696) | > grad_norm_1: tensor(159.2172, device='cuda:0') (tensor(464.6425, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8336 (0.85231286871667) | > loader_time: 0.0114 (0.010262595672233421)  --> TIME: 2025-05-10 15:55:25 -- STEP: 662/725 -- GLOBAL_STEP: 253150 | > loss_disc: 2.1456429958343506 (2.2102802102299264) | > loss_disc_real_0: 0.15652161836624146 (0.13952746880423608) | > loss_disc_real_1: 0.19893962144851685 (0.19186007467821653) | > loss_disc_real_2: 0.17861489951610565 (0.18943027109808086) | > loss_disc_real_3: 0.21460717916488647 (0.2059534412001194) | > loss_disc_real_4: 0.17715030908584595 (0.19669207036945383) | > loss_disc_real_5: 0.22444044053554535 (0.2054848550084495) | > loss_0: 2.1456429958343506 (2.2102802102299264) | > grad_norm_0: tensor(27.6142, device='cuda:0') (tensor(22.7974, device='cuda:0')) | > loss_gen: 2.802299976348877 (2.760118982222866) | > loss_kl: 1.6457411050796509 (1.7302790790166018) | > loss_feat: 9.038764953613281 (8.243711506131907) | > loss_mel: 13.769292831420898 (13.110580880836418) | > loss_duration: 1.6920474767684937 (1.678941143423409) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.94814682006836 (27.523631551114455) | > grad_norm_1: tensor(603.3877, device='cuda:0') (tensor(469.3855, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8748 (0.8523688852967092) | > loader_time: 0.0108 (0.010310413253991608)  --> TIME: 2025-05-10 15:56:08 -- STEP: 712/725 -- GLOBAL_STEP: 253200 | > loss_disc: 2.1483967304229736 (2.2094926924518) | > loss_disc_real_0: 0.1700209379196167 (0.1393181533144597) | > loss_disc_real_1: 0.20472335815429688 (0.19186693076253608) | > loss_disc_real_2: 0.18218179047107697 (0.18932736868017852) | > loss_disc_real_3: 0.20220351219177246 (0.20581521273831296) | > loss_disc_real_4: 0.18971467018127441 (0.19660244614220726) | > loss_disc_real_5: 0.19972297549247742 (0.20542199853179838) | > loss_0: 2.1483967304229736 (2.2094926924518) | > grad_norm_0: tensor(36.5032, device='cuda:0') (tensor(22.7604, device='cuda:0')) | > loss_gen: 2.855022430419922 (2.7598222705085633) | > loss_kl: 1.9253569841384888 (1.7308561090338097) | > loss_feat: 9.06884479522705 (8.248590525616423) | > loss_mel: 13.678176879882812 (13.107649720116948) | > loss_duration: 1.6884684562683105 (1.6787241230185113) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.215869903564453 (27.525642703088483) | > grad_norm_1: tensor(589.5212, device='cuda:0') (tensor(467.2828, device='cuda:0')) | > current_lr_0: 0.00019299999052274977 | > current_lr_1: 0.00019299999052274977 | > step_time: 0.8219 (0.8524363526467527) | > loader_time: 0.0096 (0.0103622306598706)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.317023277282715 (2.317023277282715) | > loss_disc_real_0: 0.12519541382789612 (0.12519541382789612) | > loss_disc_real_1: 0.18580953776836395 (0.18580953776836395) | > loss_disc_real_2: 0.18016287684440613 (0.18016287684440613) | > loss_disc_real_3: 0.2641751170158386 (0.2641751170158386) | > loss_disc_real_4: 0.28049376606941223 (0.28049376606941223) | > loss_disc_real_5: 0.28220781683921814 (0.28220781683921814) | > loss_0: 2.317023277282715 (2.317023277282715) | > loss_gen: 2.7415006160736084 (2.7415006160736084) | > loss_kl: 2.0590713024139404 (2.0590713024139404) | > loss_feat: 8.473575592041016 (8.473575592041016) | > loss_mel: 14.26333999633789 (14.26333999633789) | > loss_duration: 1.6997233629226685 (1.6997233629226685) | > loss_1: 29.237211227416992 (29.237211227416992)  --> STEP: 1 | > loss_disc: 2.387587547302246 (2.387587547302246) | > loss_disc_real_0: 0.1128564402461052 (0.1128564402461052) | > loss_disc_real_1: 0.21280215680599213 (0.21280215680599213) | > loss_disc_real_2: 0.2051505148410797 (0.2051505148410797) | > loss_disc_real_3: 0.23361916840076447 (0.23361916840076447) | > loss_disc_real_4: 0.23415310680866241 (0.23415310680866241) | > loss_disc_real_5: 0.2507828176021576 (0.2507828176021576) | > loss_0: 2.387587547302246 (2.387587547302246) | > loss_gen: 2.3653340339660645 (2.3653340339660645) | > loss_kl: 1.9764156341552734 (1.9764156341552734) | > loss_feat: 6.378485679626465 (6.378485679626465) | > loss_mel: 12.586644172668457 (12.586644172668457) | > loss_duration: 1.8336377143859863 (1.8336377143859863) | > loss_1: 25.14051628112793 (25.14051628112793)  --> STEP: 2 | > loss_disc: 2.2502176761627197 (2.318902611732483) | > loss_disc_real_0: 0.1162550151348114 (0.1145557276904583) | > loss_disc_real_1: 0.18442179262638092 (0.19861197471618652) | > loss_disc_real_2: 0.1840234398841858 (0.19458697736263275) | > loss_disc_real_3: 0.2597728371620178 (0.24669600278139114) | > loss_disc_real_4: 0.25662142038345337 (0.2453872635960579) | > loss_disc_real_5: 0.2402951866388321 (0.24553900212049484) | > loss_0: 2.2502176761627197 (2.318902611732483) | > loss_gen: 2.7331392765045166 (2.5492366552352905) | > loss_kl: 1.9880882501602173 (1.9822519421577454) | > loss_feat: 8.482502937316895 (7.43049430847168) | > loss_mel: 14.258070945739746 (13.422357559204102) | > loss_duration: 1.861586332321167 (1.8476120233535767) | > loss_1: 29.323387145996094 (27.23195171356201)  --> STEP: 3 | > loss_disc: 2.3473825454711914 (2.3283959229787192) | > loss_disc_real_0: 0.11737474799156189 (0.1154954011241595) | > loss_disc_real_1: 0.1989441215991974 (0.1987226903438568) | > loss_disc_real_2: 0.1920119971036911 (0.1937286506096522) | > loss_disc_real_3: 0.2494274079799652 (0.24760647118091583) | > loss_disc_real_4: 0.26455336809158325 (0.25177596509456635) | > loss_disc_real_5: 0.22801105678081512 (0.23969635367393494) | > loss_0: 2.3473825454711914 (2.3283959229787192) | > loss_gen: 2.5206282138824463 (2.539700508117676) | > loss_kl: 2.0048234462738037 (1.9897757768630981) | > loss_feat: 7.314595699310303 (7.391861438751221) | > loss_mel: 12.493032455444336 (13.112582524617514) | > loss_duration: 1.807157278060913 (1.8341271082560222) | > loss_1: 26.140235900878906 (26.868046442667644)  --> STEP: 4 | > loss_disc: 2.3777451515197754 (2.340733230113983) | > loss_disc_real_0: 0.12466499209403992 (0.1177877988666296) | > loss_disc_real_1: 0.20074670016765594 (0.1992286927998066) | > loss_disc_real_2: 0.18066708743572235 (0.19046325981616974) | > loss_disc_real_3: 0.23737134039402008 (0.2450476884841919) | > loss_disc_real_4: 0.252580851316452 (0.25197718665003777) | > loss_disc_real_5: 0.25982266664505005 (0.24472793191671371) | > loss_0: 2.3777451515197754 (2.340733230113983) | > loss_gen: 2.458055257797241 (2.519289195537567) | > loss_kl: 1.7930936813354492 (1.940605252981186) | > loss_feat: 6.6415886878967285 (7.204293251037598) | > loss_mel: 12.201786994934082 (12.884883642196655) | > loss_duration: 1.7357115745544434 (1.8095232248306274) | > loss_1: 24.830238342285156 (26.35859441757202) --> EVAL PERFORMANCE | > avg_loader_time: 0.28512734174728394 (-0.003000020980834961) | > avg_loss_disc: 2.340733230113983 (+0.13446998596191406) | > avg_loss_disc_real_0: 0.1177877988666296 (+0.007922517135739326) | > avg_loss_disc_real_1: 0.1992286927998066 (+0.02437669038772583) | > avg_loss_disc_real_2: 0.19046325981616974 (-0.018779680132865906) | > avg_loss_disc_real_3: 0.2450476884841919 (+0.020327270030975342) | > avg_loss_disc_real_4: 0.25197718665003777 (+0.04278277978301048) | > avg_loss_disc_real_5: 0.24472793191671371 (+0.02439076080918312) | > avg_loss_0: 2.340733230113983 (+0.13446998596191406) | > avg_loss_gen: 2.519289195537567 (-0.11299395561218262) | > avg_loss_kl: 1.940605252981186 (-0.07779896259307861) | > avg_loss_feat: 7.204293251037598 (-1.1875876188278198) | > avg_loss_mel: 12.884883642196655 (-1.1821155548095703) | > avg_loss_duration: 1.8095232248306274 (+0.00405535101890564) | > avg_loss_1: 26.35859441757202 (-2.556441307067871)  > EPOCH: 286/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 15:56:25)   --> TIME: 2025-05-10 15:57:00 -- STEP: 37/725 -- GLOBAL_STEP: 253250 | > loss_disc: 2.2619028091430664 (2.2246143946776527) | > loss_disc_real_0: 0.10014285147190094 (0.14294033517708646) | > loss_disc_real_1: 0.18413136899471283 (0.1939069777727127) | > loss_disc_real_2: 0.1644233614206314 (0.18903386149857496) | > loss_disc_real_3: 0.21791160106658936 (0.20698809704265078) | > loss_disc_real_4: 0.17136028409004211 (0.1972351070191409) | > loss_disc_real_5: 0.17661048471927643 (0.20621314483719902) | > loss_0: 2.2619028091430664 (2.2246143946776527) | > grad_norm_0: tensor(24.2659, device='cuda:0') (tensor(20.7337, device='cuda:0')) | > loss_gen: 2.6196160316467285 (2.747395979391562) | > loss_kl: 1.6887593269348145 (1.7215182007970038) | > loss_feat: 7.805411338806152 (8.23446730020884) | > loss_mel: 12.519048690795898 (13.24071523305532) | > loss_duration: 1.6771317720413208 (1.6727091847239315) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.309967041015625 (27.616805772523623) | > grad_norm_1: tensor(563.5126, device='cuda:0') (tensor(478.4182, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8657 (0.8526892790923247) | > loader_time: 0.0101 (0.010014649983998892)  --> TIME: 2025-05-10 15:57:43 -- STEP: 87/725 -- GLOBAL_STEP: 253300 | > loss_disc: 2.176750898361206 (2.223272600393187) | > loss_disc_real_0: 0.1668904721736908 (0.14238556371680616) | > loss_disc_real_1: 0.17482362687587738 (0.1931329369544982) | > loss_disc_real_2: 0.18126311898231506 (0.1903813000040493) | > loss_disc_real_3: 0.17166298627853394 (0.20536371037877843) | > loss_disc_real_4: 0.20949316024780273 (0.1974555702730157) | > loss_disc_real_5: 0.19864463806152344 (0.20505746531075444) | > loss_0: 2.176750898361206 (2.223272600393187) | > grad_norm_0: tensor(20.1311, device='cuda:0') (tensor(21.5248, device='cuda:0')) | > loss_gen: 2.7270655632019043 (2.7514883320907066) | > loss_kl: 1.6688053607940674 (1.7071450195093265) | > loss_feat: 6.975503921508789 (8.158641075265818) | > loss_mel: 11.605222702026367 (13.1022718692648) | > loss_duration: 1.6452606916427612 (1.6772220271757279) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.621856689453125 (27.396768153398888) | > grad_norm_1: tensor(566.0129, device='cuda:0') (tensor(457.6890, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8308 (0.8541730025718952) | > loader_time: 0.0094 (0.010027690865527628)  --> TIME: 2025-05-10 15:58:26 -- STEP: 137/725 -- GLOBAL_STEP: 253350 | > loss_disc: 2.1369476318359375 (2.218283176422119) | > loss_disc_real_0: 0.12717869877815247 (0.14203724063878512) | > loss_disc_real_1: 0.19166240096092224 (0.1918176249430997) | > loss_disc_real_2: 0.18434275686740875 (0.18960489691609014) | > loss_disc_real_3: 0.1942640095949173 (0.20509050405808613) | > loss_disc_real_4: 0.1835487335920334 (0.19714337663493886) | > loss_disc_real_5: 0.2053563892841339 (0.20560441378259312) | > loss_0: 2.1369476318359375 (2.218283176422119) | > grad_norm_0: tensor(15.1249, device='cuda:0') (tensor(22.0814, device='cuda:0')) | > loss_gen: 2.859800100326538 (2.755975030634525) | > loss_kl: 1.763171672821045 (1.7109620231781564) | > loss_feat: 8.274442672729492 (8.196594095578154) | > loss_mel: 13.171477317810059 (13.16443512213491) | > loss_duration: 1.6634330749511719 (1.6775506926278998) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.732324600219727 (27.505516831892255) | > grad_norm_1: tensor(364.8347, device='cuda:0') (tensor(449.6905, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8262 (0.8540147412432372) | > loader_time: 0.0087 (0.009886120357652654)  --> TIME: 2025-05-10 15:59:10 -- STEP: 187/725 -- GLOBAL_STEP: 253400 | > loss_disc: 2.1952884197235107 (2.2128360749565976) | > loss_disc_real_0: 0.1681126058101654 (0.1414411911432118) | > loss_disc_real_1: 0.2336832880973816 (0.1917416467704874) | > loss_disc_real_2: 0.19811983406543732 (0.18916475995976656) | > loss_disc_real_3: 0.20076876878738403 (0.20514128026477793) | > loss_disc_real_4: 0.1767815798521042 (0.19675174698153922) | > loss_disc_real_5: 0.23042432963848114 (0.20499370968278086) | > loss_0: 2.1952884197235107 (2.2128360749565976) | > grad_norm_0: tensor(15.4949, device='cuda:0') (tensor(22.4447, device='cuda:0')) | > loss_gen: 2.7711987495422363 (2.761682804893044) | > loss_kl: 1.7492884397506714 (1.7141377626255871) | > loss_feat: 8.843392372131348 (8.214072342224933) | > loss_mel: 14.342142105102539 (13.155989417417802) | > loss_duration: 1.6972054243087769 (1.6789363973280962) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.40322494506836 (27.524818624404674) | > grad_norm_1: tensor(599.9527, device='cuda:0') (tensor(452.4772, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8606 (0.8533599006938425) | > loader_time: 0.0109 (0.00994838622802082)  --> TIME: 2025-05-10 15:59:53 -- STEP: 237/725 -- GLOBAL_STEP: 253450 | > loss_disc: 2.1202805042266846 (2.2149482643553977) | > loss_disc_real_0: 0.14222967624664307 (0.14120579504639788) | > loss_disc_real_1: 0.18208205699920654 (0.19201384000637353) | > loss_disc_real_2: 0.18656906485557556 (0.1892237866352379) | > loss_disc_real_3: 0.20870241522789001 (0.20519976179559524) | > loss_disc_real_4: 0.21079447865486145 (0.19641307782271747) | > loss_disc_real_5: 0.2270922213792801 (0.20597583269268155) | > loss_0: 2.1202805042266846 (2.2149482643553977) | > grad_norm_0: tensor(23.5057, device='cuda:0') (tensor(21.8860, device='cuda:0')) | > loss_gen: 2.899472236633301 (2.755447190522141) | > loss_kl: 2.050452947616577 (1.720610879644563) | > loss_feat: 8.975505828857422 (8.20193668558628) | > loss_mel: 14.210637092590332 (13.129521088258123) | > loss_duration: 1.6451835632324219 (1.6786452038881647) | > amp_scaler: 256.0 (149.06329113924056) | > loss_1: 29.78125 (27.48616098653416) | > grad_norm_1: tensor(497.3090, device='cuda:0') (tensor(443.8185, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8281 (0.8544634525282977) | > loader_time: 0.0095 (0.009962667392779003)  --> TIME: 2025-05-10 16:00:36 -- STEP: 287/725 -- GLOBAL_STEP: 253500 | > loss_disc: 2.1346917152404785 (2.2159530414521487) | > loss_disc_real_0: 0.12349821627140045 (0.1408537525021656) | > loss_disc_real_1: 0.18424494564533234 (0.19211204313650365) | > loss_disc_real_2: 0.1908261477947235 (0.18939618911685013) | > loss_disc_real_3: 0.17705205082893372 (0.2055725388825978) | > loss_disc_real_4: 0.20219959318637848 (0.19642979732166188) | > loss_disc_real_5: 0.16270381212234497 (0.20655875396022402) | > loss_0: 2.1346917152404785 (2.2159530414521487) | > grad_norm_0: tensor(14.3125, device='cuda:0') (tensor(22.4530, device='cuda:0')) | > loss_gen: 2.7981677055358887 (2.753836626790542) | > loss_kl: 1.4896445274353027 (1.7129174558127798) | > loss_feat: 8.659696578979492 (8.190243111254862) | > loss_mel: 13.539161682128906 (13.125741998493044) | > loss_duration: 1.6888597011566162 (1.6784573843254855) | > amp_scaler: 256.0 (167.69337979094078) | > loss_1: 28.1755313873291 (27.461196500665224) | > grad_norm_1: tensor(579.8987, device='cuda:0') (tensor(448.6412, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8079 (0.8531469127442364) | > loader_time: 0.0095 (0.009926079873008597)  --> TIME: 2025-05-10 16:01:21 -- STEP: 337/725 -- GLOBAL_STEP: 253550 | > loss_disc: 2.3034820556640625 (2.2155435640663343) | > loss_disc_real_0: 0.1386825442314148 (0.14170396157736606) | > loss_disc_real_1: 0.18728430569171906 (0.1920561636148646) | > loss_disc_real_2: 0.1756693720817566 (0.18913957463350778) | > loss_disc_real_3: 0.2242070585489273 (0.20526236481411875) | > loss_disc_real_4: 0.21706168353557587 (0.19623736749770743) | > loss_disc_real_5: 0.1967550367116928 (0.20625731503751224) | > loss_0: 2.3034820556640625 (2.2155435640663343) | > grad_norm_0: tensor(35.7339, device='cuda:0') (tensor(22.4871, device='cuda:0')) | > loss_gen: 2.596663475036621 (2.7558501339807706) | > loss_kl: 1.7603318691253662 (1.7051461821847564) | > loss_feat: 7.873374938964844 (8.202681807452917) | > loss_mel: 12.805383682250977 (13.124713442092121) | > loss_duration: 1.6602565050125122 (1.677708739342958) | > amp_scaler: 256.0 (180.79525222551928) | > loss_1: 26.696012496948242 (27.466100262605117) | > grad_norm_1: tensor(487.5770, device='cuda:0') (tensor(446.3917, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.885 (0.8551400903424453) | > loader_time: 0.0106 (0.009935409449682039)  --> TIME: 2025-05-10 16:02:04 -- STEP: 387/725 -- GLOBAL_STEP: 253600 | > loss_disc: 2.14607310295105 (2.215553992478422) | > loss_disc_real_0: 0.15282507240772247 (0.14168975698624486) | > loss_disc_real_1: 0.1981826275587082 (0.19243441733895045) | > loss_disc_real_2: 0.19636929035186768 (0.18955879802851713) | > loss_disc_real_3: 0.22208720445632935 (0.2052262300283718) | > loss_disc_real_4: 0.19057171046733856 (0.1960595820763315) | > loss_disc_real_5: 0.18992017209529877 (0.20602139599563535) | > loss_0: 2.14607310295105 (2.215553992478422) | > grad_norm_0: tensor(28.9746, device='cuda:0') (tensor(22.5284, device='cuda:0')) | > loss_gen: 2.8101882934570312 (2.7588319458086645) | > loss_kl: 1.7634717226028442 (1.7084905115516913) | > loss_feat: 7.731032371520996 (8.199137976003259) | > loss_mel: 13.109188079833984 (13.138486726647503) | > loss_duration: 1.741600513458252 (1.6777643356520382) | > amp_scaler: 256.0 (190.51162790697674) | > loss_1: 27.155479431152344 (27.482711486422122) | > grad_norm_1: tensor(547.9732, device='cuda:0') (tensor(450.5445, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8694 (0.8552369979000831) | > loader_time: 0.012 (0.009986677835153984)  --> TIME: 2025-05-10 16:02:47 -- STEP: 437/725 -- GLOBAL_STEP: 253650 | > loss_disc: 2.248561143875122 (2.213469656163003) | > loss_disc_real_0: 0.11779694259166718 (0.14086248879097166) | > loss_disc_real_1: 0.18038229644298553 (0.1923160233473069) | > loss_disc_real_2: 0.16908089816570282 (0.18918730042346282) | > loss_disc_real_3: 0.21063485741615295 (0.2051535787516928) | > loss_disc_real_4: 0.19284118711948395 (0.19632278127037422) | > loss_disc_real_5: 0.2300274819135666 (0.20574384167347126) | > loss_0: 2.248561143875122 (2.213469656163003) | > grad_norm_0: tensor(23.6210, device='cuda:0') (tensor(22.3616, device='cuda:0')) | > loss_gen: 2.8410089015960693 (2.762520074844358) | > loss_kl: 1.7385586500167847 (1.713090008128971) | > loss_feat: 8.458630561828613 (8.216782372385204) | > loss_mel: 14.071334838867188 (13.156357959424327) | > loss_duration: 1.654932975769043 (1.6774445987675226) | > amp_scaler: 256.0 (198.0045766590389) | > loss_1: 28.76446533203125 (27.526195041647764) | > grad_norm_1: tensor(612.9564, device='cuda:0') (tensor(453.9605, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8972 (0.8547783618115179) | > loader_time: 0.0131 (0.01003511983142565)  --> TIME: 2025-05-10 16:03:31 -- STEP: 487/725 -- GLOBAL_STEP: 253700 | > loss_disc: 2.1959893703460693 (2.2135381138055474) | > loss_disc_real_0: 0.18088525533676147 (0.14119598968623862) | > loss_disc_real_1: 0.18807974457740784 (0.1921804223584444) | > loss_disc_real_2: 0.17267122864723206 (0.1892431543899023) | > loss_disc_real_3: 0.20815715193748474 (0.20523276472238544) | > loss_disc_real_4: 0.20191247761249542 (0.19609090584871466) | > loss_disc_real_5: 0.24905544519424438 (0.20572622325386108) | > loss_0: 2.1959893703460693 (2.2135381138055474) | > grad_norm_0: tensor(33.5902, device='cuda:0') (tensor(22.3802, device='cuda:0')) | > loss_gen: 3.0193045139312744 (2.762137130055827) | > loss_kl: 1.7020683288574219 (1.7141867198004122) | > loss_feat: 9.102556228637695 (8.208618066149336) | > loss_mel: 15.102557182312012 (13.157520656468193) | > loss_duration: 1.6605502367019653 (1.6777515470124855) | > amp_scaler: 256.0 (203.95893223819303) | > loss_1: 30.5870361328125 (27.52021413955845) | > grad_norm_1: tensor(428.0258, device='cuda:0') (tensor(454.8860, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.804 (0.8544011439141307) | > loader_time: 0.0104 (0.010084908111384273)  --> TIME: 2025-05-10 16:04:14 -- STEP: 537/725 -- GLOBAL_STEP: 253750 | > loss_disc: 2.297384738922119 (2.213623372536132) | > loss_disc_real_0: 0.11918937414884567 (0.14135547505355203) | > loss_disc_real_1: 0.19292546808719635 (0.19219928161281008) | > loss_disc_real_2: 0.17808683216571808 (0.18941989319062544) | > loss_disc_real_3: 0.2076612114906311 (0.20489500432485086) | > loss_disc_real_4: 0.1890501230955124 (0.19608123225872748) | > loss_disc_real_5: 0.23895840346813202 (0.20559789084966398) | > loss_0: 2.297384738922119 (2.213623372536132) | > grad_norm_0: tensor(32.2486, device='cuda:0') (tensor(22.4995, device='cuda:0')) | > loss_gen: 2.5434975624084473 (2.7615732476253956) | > loss_kl: 1.6781843900680542 (1.715151944639962) | > loss_feat: 7.266693592071533 (8.208525385048587) | > loss_mel: 12.343791007995605 (13.155868201726417) | > loss_duration: 1.704601764678955 (1.6780672623902502) | > amp_scaler: 256.0 (208.80446927374302) | > loss_1: 25.536767959594727 (27.519186058967918) | > grad_norm_1: tensor(605.5385, device='cuda:0') (tensor(454.9261, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.85 (0.8539448707907337) | > loader_time: 0.0094 (0.010101305927866221)  --> TIME: 2025-05-10 16:04:57 -- STEP: 587/725 -- GLOBAL_STEP: 253800 | > loss_disc: 2.1999497413635254 (2.213132655397185) | > loss_disc_real_0: 0.18030864000320435 (0.14128299567727873) | > loss_disc_real_1: 0.19439120590686798 (0.19215648719054082) | > loss_disc_real_2: 0.17534925043582916 (0.1891966164112091) | > loss_disc_real_3: 0.2187848687171936 (0.20475818046719288) | > loss_disc_real_4: 0.18444128334522247 (0.1960780256803844) | > loss_disc_real_5: 0.20439347624778748 (0.2056448131901239) | > loss_0: 2.1999497413635254 (2.213132655397185) | > grad_norm_0: tensor(25.4526, device='cuda:0') (tensor(22.6382, device='cuda:0')) | > loss_gen: 2.822455406188965 (2.760491033225894) | > loss_kl: 1.7104451656341553 (1.7173720900813396) | > loss_feat: 8.39214038848877 (8.205608203829463) | > loss_mel: 13.114263534545898 (13.15087086906628) | > loss_duration: 1.6552239656448364 (1.6777391927205718) | > amp_scaler: 256.0 (212.82453151618404) | > loss_1: 27.694530487060547 (27.512081402936218) | > grad_norm_1: tensor(487.4275, device='cuda:0') (tensor(457.2037, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8607 (0.8538543292570356) | > loader_time: 0.0119 (0.01015685323555994)  --> TIME: 2025-05-10 16:05:41 -- STEP: 637/725 -- GLOBAL_STEP: 253850 | > loss_disc: 2.143822193145752 (2.2122043083002265) | > loss_disc_real_0: 0.12319332361221313 (0.14095147232432959) | > loss_disc_real_1: 0.18794642388820648 (0.19195990914733302) | > loss_disc_real_2: 0.1946985274553299 (0.18914706530151779) | > loss_disc_real_3: 0.1997150182723999 (0.20470570729609738) | > loss_disc_real_4: 0.21724465489387512 (0.1961928398305992) | > loss_disc_real_5: 0.21120965480804443 (0.20581067392084998) | > loss_0: 2.143822193145752 (2.2122043083002265) | > grad_norm_0: tensor(27.9937, device='cuda:0') (tensor(22.4614, device='cuda:0')) | > loss_gen: 3.002300500869751 (2.7607316925911154) | > loss_kl: 1.6914277076721191 (1.717510593180753) | > loss_feat: 9.409354209899902 (8.2112291708846) | > loss_mel: 14.457486152648926 (13.146262486276665) | > loss_duration: 1.653496503829956 (1.677718514737379) | > amp_scaler: 256.0 (216.21350078492944) | > loss_1: 30.214065551757812 (27.513452461039073) | > grad_norm_1: tensor(690.5657, device='cuda:0') (tensor(455.1421, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8475 (0.8537837650562564) | > loader_time: 0.0095 (0.010194659794518496)  --> TIME: 2025-05-10 16:06:24 -- STEP: 687/725 -- GLOBAL_STEP: 253900 | > loss_disc: 2.1600239276885986 (2.211123004403868) | > loss_disc_real_0: 0.12801344692707062 (0.1408005383576022) | > loss_disc_real_1: 0.1981058567762375 (0.19181971950388735) | > loss_disc_real_2: 0.21437115967273712 (0.18925604254571285) | > loss_disc_real_3: 0.2060861438512802 (0.20470344770856985) | > loss_disc_real_4: 0.1905297487974167 (0.19630225453921632) | > loss_disc_real_5: 0.20341433584690094 (0.20549395619695016) | > loss_0: 2.1600239276885986 (2.211123004403868) | > grad_norm_0: tensor(13.6774, device='cuda:0') (tensor(22.6419, device='cuda:0')) | > loss_gen: 2.821579694747925 (2.7614194840149393) | > loss_kl: 1.5626177787780762 (1.71738253635784) | > loss_feat: 9.255851745605469 (8.223128556858159) | > loss_mel: 13.695062637329102 (13.154615232864664) | > loss_duration: 1.6835424900054932 (1.6776352300047004) | > amp_scaler: 256.0 (219.10917030567694) | > loss_1: 29.018653869628906 (27.534181042356092) | > grad_norm_1: tensor(351.2049, device='cuda:0') (tensor(456.3757, device='cuda:0')) | > current_lr_0: 0.0001929758655239344 | > current_lr_1: 0.0001929758655239344 | > step_time: 0.8694 (0.8536648618428812) | > loader_time: 0.0101 (0.010213952571197019)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.264542818069458 (2.264542818069458) | > loss_disc_real_0: 0.124642513692379 (0.124642513692379) | > loss_disc_real_1: 0.20655545592308044 (0.20655545592308044) | > loss_disc_real_2: 0.20689745247364044 (0.20689745247364044) | > loss_disc_real_3: 0.15343435108661652 (0.15343435108661652) | > loss_disc_real_4: 0.2318263053894043 (0.2318263053894043) | > loss_disc_real_5: 0.2352232187986374 (0.2352232187986374) | > loss_0: 2.264542818069458 (2.264542818069458) | > loss_gen: 2.519749641418457 (2.519749641418457) | > loss_kl: 2.2090890407562256 (2.2090890407562256) | > loss_feat: 8.3761568069458 (8.3761568069458) | > loss_mel: 13.805060386657715 (13.805060386657715) | > loss_duration: 1.719900369644165 (1.719900369644165) | > loss_1: 28.62995719909668 (28.62995719909668)  --> STEP: 1 | > loss_disc: 2.2583422660827637 (2.2583422660827637) | > loss_disc_real_0: 0.12231653183698654 (0.12231653183698654) | > loss_disc_real_1: 0.19500046968460083 (0.19500046968460083) | > loss_disc_real_2: 0.1968316286802292 (0.1968316286802292) | > loss_disc_real_3: 0.17075049877166748 (0.17075049877166748) | > loss_disc_real_4: 0.2185734361410141 (0.2185734361410141) | > loss_disc_real_5: 0.23106054961681366 (0.23106054961681366) | > loss_0: 2.2583422660827637 (2.2583422660827637) | > loss_gen: 2.4384310245513916 (2.4384310245513916) | > loss_kl: 2.118096351623535 (2.118096351623535) | > loss_feat: 7.73945951461792 (7.73945951461792) | > loss_mel: 13.206626892089844 (13.206626892089844) | > loss_duration: 1.8001291751861572 (1.8001291751861572) | > loss_1: 27.30274200439453 (27.30274200439453)  --> STEP: 2 | > loss_disc: 2.308473825454712 (2.283408045768738) | > loss_disc_real_0: 0.13523852825164795 (0.12877753004431725) | > loss_disc_real_1: 0.2256307154893875 (0.21031559258699417) | > loss_disc_real_2: 0.20418445765972137 (0.20050804316997528) | > loss_disc_real_3: 0.1688806712627411 (0.16981558501720428) | > loss_disc_real_4: 0.2401520013809204 (0.22936271876096725) | > loss_disc_real_5: 0.2361234426498413 (0.23359199613332748) | > loss_0: 2.308473825454712 (2.283408045768738) | > loss_gen: 2.5237767696380615 (2.4811038970947266) | > loss_kl: 1.9982798099517822 (2.0581880807876587) | > loss_feat: 7.899103164672852 (7.819281339645386) | > loss_mel: 13.176614761352539 (13.191620826721191) | > loss_duration: 1.85633385181427 (1.8282315135002136) | > loss_1: 27.45410919189453 (27.37842559814453)  --> STEP: 3 | > loss_disc: 2.250274658203125 (2.2723635832468667) | > loss_disc_real_0: 0.11623353511095047 (0.12459619839986165) | > loss_disc_real_1: 0.2069418728351593 (0.20919101933638254) | > loss_disc_real_2: 0.20433740317821503 (0.2017844965060552) | > loss_disc_real_3: 0.16209425032138824 (0.1672418067852656) | > loss_disc_real_4: 0.24680911004543304 (0.23517818252245584) | > loss_disc_real_5: 0.2467082142829895 (0.2379640688498815) | > loss_0: 2.250274658203125 (2.2723635832468667) | > loss_gen: 2.608409881591797 (2.5235392252604165) | > loss_kl: 2.104435682296753 (2.073603947957357) | > loss_feat: 8.474617004394531 (8.037726561228434) | > loss_mel: 13.99500846862793 (13.459416707356771) | > loss_duration: 1.8088665008544922 (1.8217765092849731) | > loss_1: 28.9913387298584 (27.91606330871582)  --> STEP: 4 | > loss_disc: 2.2352283000946045 (2.2630797624588013) | > loss_disc_real_0: 0.12090159952640533 (0.12367254868149757) | > loss_disc_real_1: 0.23072275519371033 (0.2145739533007145) | > loss_disc_real_2: 0.18806594610214233 (0.19835485890507698) | > loss_disc_real_3: 0.142544224858284 (0.1610674113035202) | > loss_disc_real_4: 0.23865775763988495 (0.23604807630181313) | > loss_disc_real_5: 0.20503035187721252 (0.22973063960671425) | > loss_0: 2.2352283000946045 (2.2630797624588013) | > loss_gen: 2.5770959854125977 (2.536928415298462) | > loss_kl: 2.086366891860962 (2.076794683933258) | > loss_feat: 8.688236236572266 (8.200353980064392) | > loss_mel: 13.894466400146484 (13.5681791305542) | > loss_duration: 1.7567659616470337 (1.8055238723754883) | > loss_1: 29.002931594848633 (28.187780380249023) --> EVAL PERFORMANCE | > avg_loader_time: 0.285614013671875 (+0.00048667192459106445) | > avg_loss_disc: 2.2630797624588013 (-0.07765346765518188) | > avg_loss_disc_real_0: 0.12367254868149757 (+0.005884749814867973) | > avg_loss_disc_real_1: 0.2145739533007145 (+0.015345260500907898) | > avg_loss_disc_real_2: 0.19835485890507698 (+0.007891599088907242) | > avg_loss_disc_real_3: 0.1610674113035202 (-0.08398027718067169) | > avg_loss_disc_real_4: 0.23604807630181313 (-0.01592911034822464) | > avg_loss_disc_real_5: 0.22973063960671425 (-0.014997292309999466) | > avg_loss_0: 2.2630797624588013 (-0.07765346765518188) | > avg_loss_gen: 2.536928415298462 (+0.017639219760894775) | > avg_loss_kl: 2.076794683933258 (+0.13618943095207214) | > avg_loss_feat: 8.200353980064392 (+0.9960607290267944) | > avg_loss_mel: 13.5681791305542 (+0.683295488357544) | > avg_loss_duration: 1.8055238723754883 (-0.00399935245513916) | > avg_loss_1: 28.187780380249023 (+1.829185962677002)  > EPOCH: 287/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 16:07:03)   --> TIME: 2025-05-10 16:07:15 -- STEP: 12/725 -- GLOBAL_STEP: 253950 | > loss_disc: 2.254565715789795 (2.2260059714317317) | > loss_disc_real_0: 0.08520764857530594 (0.15315886897345382) | > loss_disc_real_1: 0.20408065617084503 (0.19389593228697777) | > loss_disc_real_2: 0.1987435519695282 (0.1866049493352572) | > loss_disc_real_3: 0.1894860863685608 (0.21173671633005142) | > loss_disc_real_4: 0.21174560487270355 (0.19550202414393425) | > loss_disc_real_5: 0.24233168363571167 (0.21017844478289285) | > loss_0: 2.254565715789795 (2.2260059714317317) | > grad_norm_0: tensor(20.5483, device='cuda:0') (tensor(28.7281, device='cuda:0')) | > loss_gen: 2.604641914367676 (2.80815190076828) | > loss_kl: 1.7420272827148438 (1.7207842369874318) | > loss_feat: 7.576265335083008 (8.159900625546774) | > loss_mel: 12.43790054321289 (13.25521715482076) | > loss_duration: 1.7025294303894043 (1.6760080953439076) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.063365936279297 (27.620062351226807) | > grad_norm_1: tensor(571.3622, device='cuda:0') (tensor(468.2359, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8422 (0.8318812449773153) | > loader_time: 0.0099 (0.009858369827270508)  --> TIME: 2025-05-10 16:07:59 -- STEP: 62/725 -- GLOBAL_STEP: 254000 | > loss_disc: 2.1432857513427734 (2.2162854671478263) | > loss_disc_real_0: 0.14347964525222778 (0.14365732874120435) | > loss_disc_real_1: 0.20137706398963928 (0.19244823724992813) | > loss_disc_real_2: 0.16810943186283112 (0.18747540611413213) | > loss_disc_real_3: 0.20511530339717865 (0.2081887782100708) | > loss_disc_real_4: 0.187447652220726 (0.19637826830148697) | > loss_disc_real_5: 0.20254777371883392 (0.20752563832267637) | > loss_0: 2.1432857513427734 (2.2162854671478263) | > grad_norm_0: tensor(28.4256, device='cuda:0') (tensor(21.2935, device='cuda:0')) | > loss_gen: 2.758098840713501 (2.7309003491555495) | > loss_kl: 1.6963701248168945 (1.743061650183893) | > loss_feat: 8.199684143066406 (8.16827992470034) | > loss_mel: 12.638476371765137 (13.123789833438012) | > loss_duration: 1.71673583984375 (1.6747831029276694) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.00936508178711 (27.44081481810539) | > grad_norm_1: tensor(543.3693, device='cuda:0') (tensor(413.1917, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8304 (0.8516153212516538) | > loader_time: 0.0105 (0.009922619788877426) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_254000.pth  --> TIME: 2025-05-10 16:08:45 -- STEP: 112/725 -- GLOBAL_STEP: 254050 | > loss_disc: 2.170614719390869 (2.2018939192805957) | > loss_disc_real_0: 0.1348954439163208 (0.13973764150536494) | > loss_disc_real_1: 0.2031056433916092 (0.19076944062752382) | > loss_disc_real_2: 0.2181420624256134 (0.18772158346005843) | > loss_disc_real_3: 0.19119369983673096 (0.20627830643206835) | > loss_disc_real_4: 0.21271519362926483 (0.19686779912028993) | > loss_disc_real_5: 0.19768953323364258 (0.2059378054525171) | > loss_0: 2.170614719390869 (2.2018939192805957) | > grad_norm_0: tensor(16.2744, device='cuda:0') (tensor(21.3837, device='cuda:0')) | > loss_gen: 2.810427188873291 (2.7485238441399176) | > loss_kl: 1.7221994400024414 (1.7286631081785475) | > loss_feat: 8.438618659973145 (8.24147165247372) | > loss_mel: 13.301604270935059 (13.134551261152543) | > loss_duration: 1.680215835571289 (1.6787766090461187) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.95306396484375 (27.531986440931046) | > grad_norm_1: tensor(629.0359, device='cuda:0') (tensor(439.5838, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.842 (0.8521999227149146) | > loader_time: 0.0095 (0.010108500719070435)  --> TIME: 2025-05-10 16:09:28 -- STEP: 162/725 -- GLOBAL_STEP: 254100 | > loss_disc: 2.147718906402588 (2.193554682496152) | > loss_disc_real_0: 0.12681855261325836 (0.13803706943620875) | > loss_disc_real_1: 0.18473951518535614 (0.1899237088215204) | > loss_disc_real_2: 0.1963786482810974 (0.18731969585757197) | > loss_disc_real_3: 0.19202792644500732 (0.20500786344946167) | > loss_disc_real_4: 0.18404965102672577 (0.19616597237778297) | > loss_disc_real_5: 0.19617225229740143 (0.20457582313705375) | > loss_0: 2.147718906402588 (2.193554682496152) | > grad_norm_0: tensor(14.2330, device='cuda:0') (tensor(21.5797, device='cuda:0')) | > loss_gen: 2.9110305309295654 (2.7645618106112075) | > loss_kl: 1.8008612394332886 (1.7272253271974163) | > loss_feat: 9.144775390625 (8.336681310041445) | > loss_mel: 14.162941932678223 (13.20389852994754) | > loss_duration: 1.6332995891571045 (1.6785179074899645) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.65290641784668 (27.710884847758727) | > grad_norm_1: tensor(285.9805, device='cuda:0') (tensor(452.4118, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.858 (0.8524469357949717) | > loader_time: 0.0103 (0.010230616286948876)  --> TIME: 2025-05-10 16:10:12 -- STEP: 212/725 -- GLOBAL_STEP: 254150 | > loss_disc: 2.3432140350341797 (2.2030787490448853) | > loss_disc_real_0: 0.13151709735393524 (0.13960367437662954) | > loss_disc_real_1: 0.2138407975435257 (0.19110055422445513) | > loss_disc_real_2: 0.23787334561347961 (0.1884517944505754) | > loss_disc_real_3: 0.1942899078130722 (0.20557644056542865) | > loss_disc_real_4: 0.21431481838226318 (0.19647464767660736) | > loss_disc_real_5: 0.20207159221172333 (0.20576400612041634) | > loss_0: 2.3432140350341797 (2.2030787490448853) | > grad_norm_0: tensor(27.6062, device='cuda:0') (tensor(20.5527, device='cuda:0')) | > loss_gen: 2.579563856124878 (2.752009358046191) | > loss_kl: 1.6088571548461914 (1.7217647275834713) | > loss_feat: 8.033440589904785 (8.29018670882818) | > loss_mel: 11.977537155151367 (13.15918403301599) | > loss_duration: 1.685685396194458 (1.6783904242065715) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.88508415222168 (27.601535203321923) | > grad_norm_1: tensor(591.8271, device='cuda:0') (tensor(421.9160, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.847 (0.8570387644587822) | > loader_time: 0.0125 (0.010348466207396309)  --> TIME: 2025-05-10 16:10:56 -- STEP: 262/725 -- GLOBAL_STEP: 254200 | > loss_disc: 2.1714303493499756 (2.203791629267102) | > loss_disc_real_0: 0.1161857470870018 (0.1392671383974207) | > loss_disc_real_1: 0.20147600769996643 (0.1907670371063793) | > loss_disc_real_2: 0.1918218582868576 (0.18849888017386876) | > loss_disc_real_3: 0.18704351782798767 (0.20544290229791903) | > loss_disc_real_4: 0.2063606232404709 (0.19668826403963657) | > loss_disc_real_5: 0.1576717495918274 (0.2057124250603996) | > loss_0: 2.1714303493499756 (2.203791629267102) | > grad_norm_0: tensor(18.3479, device='cuda:0') (tensor(20.6167, device='cuda:0')) | > loss_gen: 2.8323519229888916 (2.753974901810858) | > loss_kl: 1.6898328065872192 (1.7215383266674653) | > loss_feat: 7.708636283874512 (8.289601819205828) | > loss_mel: 12.05072021484375 (13.144105044940046) | > loss_duration: 1.6677348613739014 (1.679251128025637) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.94927406311035 (27.588471172420125) | > grad_norm_1: tensor(433.9032, device='cuda:0') (tensor(427.1150, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8956 (0.8554475507663406) | > loader_time: 0.0096 (0.010486735642411326)  --> TIME: 2025-05-10 16:11:39 -- STEP: 312/725 -- GLOBAL_STEP: 254250 | > loss_disc: 2.229992389678955 (2.20605691274007) | > loss_disc_real_0: 0.13066311180591583 (0.14012535262661874) | > loss_disc_real_1: 0.1891355812549591 (0.1907547341229824) | > loss_disc_real_2: 0.22306138277053833 (0.18907549623877562) | > loss_disc_real_3: 0.2189302295446396 (0.20540761751815295) | > loss_disc_real_4: 0.21647194027900696 (0.1967291981937029) | > loss_disc_real_5: 0.1921076476573944 (0.2054029593291955) | > loss_0: 2.229992389678955 (2.20605691274007) | > grad_norm_0: tensor(9.6873, device='cuda:0') (tensor(21.1504, device='cuda:0')) | > loss_gen: 2.7004854679107666 (2.756633956462909) | > loss_kl: 1.6638803482055664 (1.7186508079369855) | > loss_feat: 8.447656631469727 (8.284869699906087) | > loss_mel: 13.220680236816406 (13.13508922014481) | > loss_duration: 1.6650505065917969 (1.678616584875644) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.69775390625 (27.573860199023503) | > grad_norm_1: tensor(151.1764, device='cuda:0') (tensor(427.8145, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8316 (0.8548441643898304) | > loader_time: 0.0115 (0.010552364282118972)  --> TIME: 2025-05-10 16:12:23 -- STEP: 362/725 -- GLOBAL_STEP: 254300 | > loss_disc: 2.3354029655456543 (2.2076273820676833) | > loss_disc_real_0: 0.14999507367610931 (0.13970473501316757) | > loss_disc_real_1: 0.1954323947429657 (0.19102606626011398) | > loss_disc_real_2: 0.18878376483917236 (0.18904902567850285) | > loss_disc_real_3: 0.25064319372177124 (0.20558450860871794) | > loss_disc_real_4: 0.19462326169013977 (0.19692500837106064) | > loss_disc_real_5: 0.231099933385849 (0.20585560786295992) | > loss_0: 2.3354029655456543 (2.2076273820676833) | > grad_norm_0: tensor(24.5512, device='cuda:0') (tensor(21.5441, device='cuda:0')) | > loss_gen: 2.6242096424102783 (2.7544889957206693) | > loss_kl: 1.880068302154541 (1.7220709472071394) | > loss_feat: 7.769857883453369 (8.27214725241478) | > loss_mel: 12.035505294799805 (13.109011808153015) | > loss_duration: 1.606083869934082 (1.6776190574656529) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.915725708007812 (27.53533799608767) | > grad_norm_1: tensor(466.5652, device='cuda:0') (tensor(432.7408, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8464 (0.8549545845274109) | > loader_time: 0.0121 (0.010592348667798122)  --> TIME: 2025-05-10 16:13:06 -- STEP: 412/725 -- GLOBAL_STEP: 254350 | > loss_disc: 2.1486384868621826 (2.205483288440887) | > loss_disc_real_0: 0.07900214195251465 (0.13968054890560302) | > loss_disc_real_1: 0.20391596853733063 (0.19092259339047873) | > loss_disc_real_2: 0.21096263825893402 (0.18897902802790245) | > loss_disc_real_3: 0.22603923082351685 (0.20517579563757748) | > loss_disc_real_4: 0.20384567975997925 (0.19649759784919538) | > loss_disc_real_5: 0.19511421024799347 (0.20608563258231266) | > loss_0: 2.1486384868621826 (2.205483288440887) | > grad_norm_0: tensor(24.0229, device='cuda:0') (tensor(21.6340, device='cuda:0')) | > loss_gen: 2.8714258670806885 (2.7585974636587123) | > loss_kl: 1.7148139476776123 (1.7245341556743505) | > loss_feat: 8.818885803222656 (8.289780313528864) | > loss_mel: 13.648453712463379 (13.130585017713528) | > loss_duration: 1.680444598197937 (1.6781406807667996) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.734024047851562 (27.581637586204742) | > grad_norm_1: tensor(511.8004, device='cuda:0') (tensor(433.5287, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8792 (0.8550713386350465) | > loader_time: 0.0097 (0.010678519323034194)  --> TIME: 2025-05-10 16:13:50 -- STEP: 462/725 -- GLOBAL_STEP: 254400 | > loss_disc: 2.216439723968506 (2.204992678258325) | > loss_disc_real_0: 0.1385975480079651 (0.13940485250769236) | > loss_disc_real_1: 0.1830945760011673 (0.19057549620087536) | > loss_disc_real_2: 0.19867442548274994 (0.18921335235044548) | > loss_disc_real_3: 0.18787547945976257 (0.20516877624637636) | > loss_disc_real_4: 0.20188383758068085 (0.19630661184266526) | > loss_disc_real_5: 0.2110002487897873 (0.20581763115151103) | > loss_0: 2.216439723968506 (2.204992678258325) | > grad_norm_0: tensor(16.9604, device='cuda:0') (tensor(21.9403, device='cuda:0')) | > loss_gen: 2.733348846435547 (2.761185366870005) | > loss_kl: 1.7856472730636597 (1.7245686676079055) | > loss_feat: 7.871952533721924 (8.294136084519433) | > loss_mel: 12.707425117492676 (13.151935990238602) | > loss_duration: 1.7087973356246948 (1.6780368118059064) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.807170867919922 (27.60986290143165) | > grad_norm_1: tensor(556.7896, device='cuda:0') (tensor(438.0198, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.7943 (0.8547494927526036) | > loader_time: 0.0117 (0.0107302154813494)  --> TIME: 2025-05-10 16:14:33 -- STEP: 512/725 -- GLOBAL_STEP: 254450 | > loss_disc: 2.178319215774536 (2.204608520027249) | > loss_disc_real_0: 0.11778335273265839 (0.13919365080073473) | > loss_disc_real_1: 0.16866712272167206 (0.19082253100350505) | > loss_disc_real_2: 0.19338524341583252 (0.18925279375980603) | > loss_disc_real_3: 0.19708099961280823 (0.2050262534758076) | > loss_disc_real_4: 0.19500283896923065 (0.19629768125014374) | > loss_disc_real_5: 0.1887022852897644 (0.20575402906979434) | > loss_0: 2.178319215774536 (2.204608520027249) | > grad_norm_0: tensor(27.7372, device='cuda:0') (tensor(21.7564, device='cuda:0')) | > loss_gen: 2.8243765830993652 (2.7624012380838394) | > loss_kl: 1.7639907598495483 (1.72555623576045) | > loss_feat: 8.500415802001953 (8.297273956239234) | > loss_mel: 12.674861907958984 (13.160324411466718) | > loss_duration: 1.6450830698013306 (1.6785470147151496) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.408727645874023 (27.624102842062705) | > grad_norm_1: tensor(508.8038, device='cuda:0') (tensor(439.1440, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8536 (0.8539734864607453) | > loader_time: 0.0113 (0.010758792981505394)  --> TIME: 2025-05-10 16:15:16 -- STEP: 562/725 -- GLOBAL_STEP: 254500 | > loss_disc: 2.0064146518707275 (2.2059253725717056) | > loss_disc_real_0: 0.08557219803333282 (0.13983044394182564) | > loss_disc_real_1: 0.15970808267593384 (0.19132504779248896) | > loss_disc_real_2: 0.15454241633415222 (0.18903821438975177) | > loss_disc_real_3: 0.17724981904029846 (0.2049850559796727) | > loss_disc_real_4: 0.18696200847625732 (0.19624328894335172) | > loss_disc_real_5: 0.191737100481987 (0.2055834575002728) | > loss_0: 2.0064146518707275 (2.2059253725717056) | > grad_norm_0: tensor(15.6101, device='cuda:0') (tensor(22.1592, device='cuda:0')) | > loss_gen: 3.1161789894104004 (2.762193396846594) | > loss_kl: 1.43449068069458 (1.7270005608368604) | > loss_feat: 10.387679100036621 (8.288112250087108) | > loss_mel: 15.160337448120117 (13.144785314268065) | > loss_duration: 1.6398341655731201 (1.6786733719377755) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.7385196685791 (27.6007648651286) | > grad_norm_1: tensor(360.5702, device='cuda:0') (tensor(439.9098, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8947 (0.8537209267293856) | > loader_time: 0.0113 (0.010814973043801522)  --> TIME: 2025-05-10 16:16:00 -- STEP: 612/725 -- GLOBAL_STEP: 254550 | > loss_disc: 2.2447588443756104 (2.2069064035914283) | > loss_disc_real_0: 0.15690678358078003 (0.13960438239954273) | > loss_disc_real_1: 0.20449607074260712 (0.19159395634835827) | > loss_disc_real_2: 0.2068706750869751 (0.18915331356373485) | > loss_disc_real_3: 0.20411749184131622 (0.20508747224032498) | > loss_disc_real_4: 0.21044136583805084 (0.19632799882027832) | > loss_disc_real_5: 0.2142169177532196 (0.20574077854261677) | > loss_0: 2.2447588443756104 (2.2069064035914283) | > grad_norm_0: tensor(26.9346, device='cuda:0') (tensor(21.9210, device='cuda:0')) | > loss_gen: 2.8418869972229004 (2.7613416107651454) | > loss_kl: 1.6045960187911987 (1.7281866241124728) | > loss_feat: 8.199047088623047 (8.285981598243227) | > loss_mel: 13.04458999633789 (13.148198171378741) | > loss_duration: 1.603581428527832 (1.6784380623717714) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.293701171875 (27.602146042717823) | > grad_norm_1: tensor(584.8655, device='cuda:0') (tensor(436.8470, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8325 (0.854457669008791) | > loader_time: 0.0107 (0.010836411535350324)  --> TIME: 2025-05-10 16:16:43 -- STEP: 662/725 -- GLOBAL_STEP: 254600 | > loss_disc: 2.296487808227539 (2.2085576947001893) | > loss_disc_real_0: 0.19353899359703064 (0.13987496700081584) | > loss_disc_real_1: 0.18960611522197723 (0.1917051981538083) | > loss_disc_real_2: 0.19784507155418396 (0.18942125634574453) | > loss_disc_real_3: 0.2019781470298767 (0.20517213759645608) | > loss_disc_real_4: 0.2233622819185257 (0.19661951911413408) | > loss_disc_real_5: 0.20133563876152039 (0.20549908534727787) | > loss_0: 2.296487808227539 (2.2085576947001893) | > grad_norm_0: tensor(32.3711, device='cuda:0') (tensor(22.1836, device='cuda:0')) | > loss_gen: 2.6315512657165527 (2.7611877208750055) | > loss_kl: 1.85502028465271 (1.7279106142657767) | > loss_feat: 7.306703090667725 (8.270821349498373) | > loss_mel: 11.881281852722168 (13.13483783629726) | > loss_duration: 1.7014223337173462 (1.6788042799943883) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.375978469848633 (27.57356178364364) | > grad_norm_1: tensor(544.9395, device='cuda:0') (tensor(439.2948, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8852 (0.8544337904345233) | > loader_time: 0.0118 (0.01087318950549353)  --> TIME: 2025-05-10 16:17:27 -- STEP: 712/725 -- GLOBAL_STEP: 254650 | > loss_disc: 2.2202911376953125 (2.208911491578884) | > loss_disc_real_0: 0.10365378111600876 (0.13979326636436296) | > loss_disc_real_1: 0.19239473342895508 (0.1916468459903523) | > loss_disc_real_2: 0.18748271465301514 (0.18947693875080415) | > loss_disc_real_3: 0.1839463710784912 (0.20515941684081995) | > loss_disc_real_4: 0.21997003257274628 (0.19667793389702773) | > loss_disc_real_5: 0.21218222379684448 (0.20564360994050343) | > loss_0: 2.2202911376953125 (2.208911491578884) | > grad_norm_0: tensor(16.9530, device='cuda:0') (tensor(22.1233, device='cuda:0')) | > loss_gen: 2.5816876888275146 (2.759082764387131) | > loss_kl: 1.699702501296997 (1.7259792575005741) | > loss_feat: 8.093584060668945 (8.26022403092867) | > loss_mel: 13.790919303894043 (13.123891245113333) | > loss_duration: 1.6658912897109985 (1.6785423219873663) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.831785202026367 (27.54771958576159) | > grad_norm_1: tensor(447.8367, device='cuda:0') (tensor(440.5939, device='cuda:0')) | > current_lr_0: 0.0001929517435407439 | > current_lr_1: 0.0001929517435407439 | > step_time: 0.8353 (0.8544323491246513) | > loader_time: 0.0122 (0.010923125100939462)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.26601243019104 (2.26601243019104) | > loss_disc_real_0: 0.12160363048315048 (0.12160363048315048) | > loss_disc_real_1: 0.18536831438541412 (0.18536831438541412) | > loss_disc_real_2: 0.23855479061603546 (0.23855479061603546) | > loss_disc_real_3: 0.22304873168468475 (0.22304873168468475) | > loss_disc_real_4: 0.3062123656272888 (0.3062123656272888) | > loss_disc_real_5: 0.1976252794265747 (0.1976252794265747) | > loss_0: 2.26601243019104 (2.26601243019104) | > loss_gen: 2.8649723529815674 (2.8649723529815674) | > loss_kl: 2.0155417919158936 (2.0155417919158936) | > loss_feat: 8.746047973632812 (8.746047973632812) | > loss_mel: 13.865472793579102 (13.865472793579102) | > loss_duration: 1.7075917720794678 (1.7075917720794678) | > loss_1: 29.199628829956055 (29.199628829956055)  --> STEP: 1 | > loss_disc: 2.3561577796936035 (2.3561577796936035) | > loss_disc_real_0: 0.11472095549106598 (0.11472095549106598) | > loss_disc_real_1: 0.18941323459148407 (0.18941323459148407) | > loss_disc_real_2: 0.2359716296195984 (0.2359716296195984) | > loss_disc_real_3: 0.2137587070465088 (0.2137587070465088) | > loss_disc_real_4: 0.3097500503063202 (0.3097500503063202) | > loss_disc_real_5: 0.20307768881320953 (0.20307768881320953) | > loss_0: 2.3561577796936035 (2.3561577796936035) | > loss_gen: 2.6244754791259766 (2.6244754791259766) | > loss_kl: 2.0981523990631104 (2.0981523990631104) | > loss_feat: 8.283034324645996 (8.283034324645996) | > loss_mel: 13.228172302246094 (13.228172302246094) | > loss_duration: 1.8074913024902344 (1.8074913024902344) | > loss_1: 28.04132652282715 (28.04132652282715)  --> STEP: 2 | > loss_disc: 2.244091033935547 (2.300124406814575) | > loss_disc_real_0: 0.1102895438671112 (0.11250524967908859) | > loss_disc_real_1: 0.1699199229478836 (0.17966657876968384) | > loss_disc_real_2: 0.21916769444942474 (0.22756966203451157) | > loss_disc_real_3: 0.21404264867305756 (0.21390067785978317) | > loss_disc_real_4: 0.2977014183998108 (0.3037257343530655) | > loss_disc_real_5: 0.17170433700084686 (0.1873910129070282) | > loss_0: 2.244091033935547 (2.300124406814575) | > loss_gen: 2.7201943397521973 (2.672334909439087) | > loss_kl: 1.860347867012024 (1.9792501330375671) | > loss_feat: 8.881954193115234 (8.582494258880615) | > loss_mel: 14.01171875 (13.619945526123047) | > loss_duration: 1.82900071144104 (1.8182460069656372) | > loss_1: 29.30321502685547 (28.67227077484131)  --> STEP: 3 | > loss_disc: 2.438993453979492 (2.346414089202881) | > loss_disc_real_0: 0.13052114844322205 (0.11851054926713307) | > loss_disc_real_1: 0.19814914464950562 (0.18582743406295776) | > loss_disc_real_2: 0.2413722425699234 (0.23217052221298218) | > loss_disc_real_3: 0.2350456714630127 (0.22094900906085968) | > loss_disc_real_4: 0.32585859298706055 (0.31110335389773053) | > loss_disc_real_5: 0.22305776178836823 (0.1992799292008082) | > loss_0: 2.438993453979492 (2.346414089202881) | > loss_gen: 2.5672528743743896 (2.637307564417521) | > loss_kl: 2.0478901863098145 (2.002130150794983) | > loss_feat: 7.134167671203613 (8.099718729654947) | > loss_mel: 12.075394630432129 (13.105095227559408) | > loss_duration: 1.8087573051452637 (1.815083106358846) | > loss_1: 25.633464813232422 (27.659335454305012)  --> STEP: 4 | > loss_disc: 2.3476359844207764 (2.3467195630073547) | > loss_disc_real_0: 0.0994219034910202 (0.11373838782310486) | > loss_disc_real_1: 0.19922173023223877 (0.18917600810527802) | > loss_disc_real_2: 0.23713573813438416 (0.23341182619333267) | > loss_disc_real_3: 0.2252117395401001 (0.22201469168066978) | > loss_disc_real_4: 0.35483258962631226 (0.32203566282987595) | > loss_disc_real_5: 0.2071579396724701 (0.20124943181872368) | > loss_0: 2.3476359844207764 (2.3467195630073547) | > loss_gen: 2.6974940299987793 (2.6523541808128357) | > loss_kl: 1.7125849723815918 (1.9297438561916351) | > loss_feat: 7.922344207763672 (8.055375099182129) | > loss_mel: 12.908432960510254 (13.05592966079712) | > loss_duration: 1.7544201612472534 (1.7999173700809479) | > loss_1: 26.995275497436523 (27.49332046508789) --> EVAL PERFORMANCE | > avg_loader_time: 0.2822445034980774 (-0.0033695101737976074) | > avg_loss_disc: 2.3467195630073547 (+0.08363980054855347) | > avg_loss_disc_real_0: 0.11373838782310486 (-0.009934160858392715) | > avg_loss_disc_real_1: 0.18917600810527802 (-0.025397945195436478) | > avg_loss_disc_real_2: 0.23341182619333267 (+0.03505696728825569) | > avg_loss_disc_real_3: 0.22201469168066978 (+0.06094728037714958) | > avg_loss_disc_real_4: 0.32203566282987595 (+0.08598758652806282) | > avg_loss_disc_real_5: 0.20124943181872368 (-0.02848120778799057) | > avg_loss_0: 2.3467195630073547 (+0.08363980054855347) | > avg_loss_gen: 2.6523541808128357 (+0.11542576551437378) | > avg_loss_kl: 1.9297438561916351 (-0.14705082774162292) | > avg_loss_feat: 8.055375099182129 (-0.14497888088226318) | > avg_loss_mel: 13.05592966079712 (-0.5122494697570801) | > avg_loss_duration: 1.7999173700809479 (-0.005606502294540405) | > avg_loss_1: 27.49332046508789 (-0.6944599151611328)  > EPOCH: 288/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 16:17:44)   --> TIME: 2025-05-10 16:18:18 -- STEP: 37/725 -- GLOBAL_STEP: 254700 | > loss_disc: 2.2625679969787598 (2.2017353418711068) | > loss_disc_real_0: 0.13097745180130005 (0.13854988765072182) | > loss_disc_real_1: 0.17614343762397766 (0.19198740334124176) | > loss_disc_real_2: 0.18630075454711914 (0.18881365254118637) | > loss_disc_real_3: 0.21303892135620117 (0.20579264373392672) | > loss_disc_real_4: 0.19335870444774628 (0.19722564035170786) | > loss_disc_real_5: 0.17095565795898438 (0.20221319553014394) | > loss_0: 2.2625679969787598 (2.2017353418711068) | > grad_norm_0: tensor(35.0385, device='cuda:0') (tensor(26.9929, device='cuda:0')) | > loss_gen: 2.716829299926758 (2.7926131970173604) | > loss_kl: 1.792303442955017 (1.7662492764962685) | > loss_feat: 7.10540771484375 (8.27012131665204) | > loss_mel: 12.055065155029297 (13.459751721974966) | > loss_duration: 1.6782845258712769 (1.6752036842139992) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.347888946533203 (27.963939305898304) | > grad_norm_1: tensor(582.6419, device='cuda:0') (tensor(482.7560, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8519 (0.849788066503164) | > loader_time: 0.01 (0.009666004696407833)  --> TIME: 2025-05-10 16:19:02 -- STEP: 87/725 -- GLOBAL_STEP: 254750 | > loss_disc: 2.197216510772705 (2.2138204711607132) | > loss_disc_real_0: 0.14978833496570587 (0.13834962839710296) | > loss_disc_real_1: 0.1946532130241394 (0.19329112939450932) | > loss_disc_real_2: 0.20173659920692444 (0.18975563895428318) | > loss_disc_real_3: 0.20364713668823242 (0.2064269714314362) | > loss_disc_real_4: 0.2063669115304947 (0.1969760486791874) | > loss_disc_real_5: 0.2034088671207428 (0.20597267613328737) | > loss_0: 2.197216510772705 (2.2138204711607132) | > grad_norm_0: tensor(29.1628, device='cuda:0') (tensor(24.4069, device='cuda:0')) | > loss_gen: 2.7694215774536133 (2.765768070330565) | > loss_kl: 1.6919666528701782 (1.7457549887141963) | > loss_feat: 8.134753227233887 (8.23629990391347) | > loss_mel: 13.054662704467773 (13.222907833669378) | > loss_duration: 1.6469125747680664 (1.6770113651779877) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.297714233398438 (27.64774215084383) | > grad_norm_1: tensor(639.1722, device='cuda:0') (tensor(475.7849, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8282 (0.851507096455015) | > loader_time: 0.0088 (0.009750758094349127)  --> TIME: 2025-05-10 16:19:45 -- STEP: 137/725 -- GLOBAL_STEP: 254800 | > loss_disc: 2.268261194229126 (2.2036506050694613) | > loss_disc_real_0: 0.12537752091884613 (0.13636261045280168) | > loss_disc_real_1: 0.21690766513347626 (0.19228254008467183) | > loss_disc_real_2: 0.20642490684986115 (0.18835991740661817) | > loss_disc_real_3: 0.19712433218955994 (0.2054399629361438) | > loss_disc_real_4: 0.2003088891506195 (0.1963614925850917) | > loss_disc_real_5: 0.20585499703884125 (0.20648852317002567) | > loss_0: 2.268261194229126 (2.2036506050694613) | > grad_norm_0: tensor(11.9324, device='cuda:0') (tensor(24.1519, device='cuda:0')) | > loss_gen: 2.609226942062378 (2.7820233358953987) | > loss_kl: 1.7603093385696411 (1.7398660792051441) | > loss_feat: 7.849536895751953 (8.320191710534754) | > loss_mel: 12.738471984863281 (13.28392401228856) | > loss_duration: 1.6588774919509888 (1.6774715742055517) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.616422653198242 (27.80347670951899) | > grad_norm_1: tensor(269.2627, device='cuda:0') (tensor(485.0774, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8233 (0.8519265425466273) | > loader_time: 0.0104 (0.010007532843708122)  --> TIME: 2025-05-10 16:20:29 -- STEP: 187/725 -- GLOBAL_STEP: 254850 | > loss_disc: 2.307237148284912 (2.2082324079013773) | > loss_disc_real_0: 0.1814701110124588 (0.1376027361674105) | > loss_disc_real_1: 0.18491441011428833 (0.19214046208616253) | > loss_disc_real_2: 0.1757383495569229 (0.18936112666512556) | > loss_disc_real_3: 0.1868377923965454 (0.2055904957699903) | > loss_disc_real_4: 0.1881292164325714 (0.19607643504193767) | > loss_disc_real_5: 0.23370400071144104 (0.20682007855272547) | > loss_0: 2.307237148284912 (2.2082324079013773) | > grad_norm_0: tensor(30.1285, device='cuda:0') (tensor(23.8515, device='cuda:0')) | > loss_gen: 2.543138027191162 (2.767879551107234) | > loss_kl: 1.8206841945648193 (1.7251139866477028) | > loss_feat: 7.387225151062012 (8.270704993589678) | > loss_mel: 12.504807472229004 (13.23565437704484) | > loss_duration: 1.6982697248458862 (1.6779988468649554) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.954124450683594 (27.677351701705852) | > grad_norm_1: tensor(574.0728, device='cuda:0') (tensor(474.9600, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8445 (0.8547809340737081) | > loader_time: 0.0097 (0.010120218450372871)  --> TIME: 2025-05-10 16:21:13 -- STEP: 237/725 -- GLOBAL_STEP: 254900 | > loss_disc: 2.2020375728607178 (2.2062034295078083) | > loss_disc_real_0: 0.193028062582016 (0.13838445351219378) | > loss_disc_real_1: 0.18950875103473663 (0.19178885730761522) | > loss_disc_real_2: 0.19295154511928558 (0.1884893895704535) | > loss_disc_real_3: 0.19139926135540009 (0.2054265240828196) | > loss_disc_real_4: 0.2117951661348343 (0.19606570094698095) | > loss_disc_real_5: 0.2243230789899826 (0.20684453103109754) | > loss_0: 2.2020375728607178 (2.2062034295078083) | > grad_norm_0: tensor(26.3387, device='cuda:0') (tensor(23.4830, device='cuda:0')) | > loss_gen: 2.8915059566497803 (2.769217542455167) | > loss_kl: 1.9109433889389038 (1.7172186731789183) | > loss_feat: 8.06778335571289 (8.275107601020906) | > loss_mel: 13.381436347961426 (13.231551427881426) | > loss_duration: 1.662136197090149 (1.6781837779258373) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.91380500793457 (27.67127898171984) | > grad_norm_1: tensor(470.5002, device='cuda:0') (tensor(468.6786, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8146 (0.8559321139935199) | > loader_time: 0.0097 (0.010358881849779863)  --> TIME: 2025-05-10 16:21:56 -- STEP: 287/725 -- GLOBAL_STEP: 254950 | > loss_disc: 2.280763626098633 (2.214678108899852) | > loss_disc_real_0: 0.175029918551445 (0.1412305319454612) | > loss_disc_real_1: 0.20888222754001617 (0.1915865338014809) | > loss_disc_real_2: 0.19215118885040283 (0.18870891277590696) | > loss_disc_real_3: 0.19758059084415436 (0.20610429372521646) | > loss_disc_real_4: 0.17901062965393066 (0.196159510610411) | > loss_disc_real_5: 0.24432367086410522 (0.20837648150605195) | > loss_0: 2.280763626098633 (2.214678108899852) | > grad_norm_0: tensor(18.7082, device='cuda:0') (tensor(22.7523, device='cuda:0')) | > loss_gen: 2.5630531311035156 (2.7558671049124692) | > loss_kl: 1.554935097694397 (1.7198938592385746) | > loss_feat: 7.144179821014404 (8.225832314441424) | > loss_mel: 11.389646530151367 (13.177574712640318) | > loss_duration: 1.6738977432250977 (1.6784665405957957) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.32571029663086 (27.55763447326235) | > grad_norm_1: tensor(353.6038, device='cuda:0') (tensor(446.8401, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8088 (0.8545149602125744) | > loader_time: 0.0112 (0.010440068793213747)  --> TIME: 2025-05-10 16:22:39 -- STEP: 337/725 -- GLOBAL_STEP: 255000 | > loss_disc: 2.1200757026672363 (2.213231228225664) | > loss_disc_real_0: 0.09945712238550186 (0.14079228481305467) | > loss_disc_real_1: 0.17574845254421234 (0.19139200745244409) | > loss_disc_real_2: 0.18437559902668 (0.18872331392340563) | > loss_disc_real_3: 0.2291046679019928 (0.20591145236520453) | > loss_disc_real_4: 0.17650985717773438 (0.19634186381402294) | > loss_disc_real_5: 0.16788998246192932 (0.20838646188334126) | > loss_0: 2.1200757026672363 (2.213231228225664) | > grad_norm_0: tensor(12.3261, device='cuda:0') (tensor(22.3251, device='cuda:0')) | > loss_gen: 2.92948579788208 (2.753508589034265) | > loss_kl: 1.733986496925354 (1.7175002317400287) | > loss_feat: 9.02867317199707 (8.21244533691633) | > loss_mel: 13.75954818725586 (13.147005381145535) | > loss_duration: 1.6548008918762207 (1.6775871005893108) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.106494903564453 (27.50804661148026) | > grad_norm_1: tensor(439.4575, device='cuda:0') (tensor(439.9912, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8772 (0.8542640895447319) | > loader_time: 0.0097 (0.010555106737493408) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_255000.pth  --> TIME: 2025-05-10 16:23:25 -- STEP: 387/725 -- GLOBAL_STEP: 255050 | > loss_disc: 2.324444532394409 (2.212463900716424) | > loss_disc_real_0: 0.14152276515960693 (0.14077387904165964) | > loss_disc_real_1: 0.25708290934562683 (0.1911799554985007) | > loss_disc_real_2: 0.22783632576465607 (0.1889955320946622) | > loss_disc_real_3: 0.2536635994911194 (0.20588282004807343) | > loss_disc_real_4: 0.23544369637966156 (0.19654650832177448) | > loss_disc_real_5: 0.21007093787193298 (0.20797489683603446) | > loss_0: 2.324444532394409 (2.212463900716424) | > grad_norm_0: tensor(19.1066, device='cuda:0') (tensor(22.2035, device='cuda:0')) | > loss_gen: 2.6961452960968018 (2.7552426144750237) | > loss_kl: 1.5463292598724365 (1.71497340350188) | > loss_feat: 7.804060935974121 (8.22540559078681) | > loss_mel: 12.643685340881348 (13.157378549107593) | > loss_duration: 1.767663836479187 (1.6775652370403595) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.4578857421875 (27.530565394911655) | > grad_norm_1: tensor(413.1212, device='cuda:0') (tensor(435.6783, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8399 (0.8531016034365315) | > loader_time: 0.0115 (0.010649085968963865)  --> TIME: 2025-05-10 16:24:08 -- STEP: 437/725 -- GLOBAL_STEP: 255100 | > loss_disc: 2.2694461345672607 (2.2116618865687476) | > loss_disc_real_0: 0.17559631168842316 (0.1406616500708824) | > loss_disc_real_1: 0.19040164351463318 (0.1910712366041384) | > loss_disc_real_2: 0.19572845101356506 (0.18926174287392292) | > loss_disc_real_3: 0.20128226280212402 (0.2058402624842231) | > loss_disc_real_4: 0.2018328607082367 (0.19658469686655491) | > loss_disc_real_5: 0.22624067962169647 (0.20783280487464284) | > loss_0: 2.2694461345672607 (2.2116618865687476) | > grad_norm_0: tensor(19.1248, device='cuda:0') (tensor(22.6375, device='cuda:0')) | > loss_gen: 2.605445384979248 (2.7612416356870186) | > loss_kl: 1.772885799407959 (1.7192635350696552) | > loss_feat: 7.156810283660889 (8.251347099889074) | > loss_mel: 11.600890159606934 (13.189757713736876) | > loss_duration: 1.6455903053283691 (1.677066733962611) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.7816219329834 (27.598676698977123) | > grad_norm_1: tensor(558.0958, device='cuda:0') (tensor(434.0990, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8947 (0.8526549328382826) | > loader_time: 0.0099 (0.01069322276169976)  --> TIME: 2025-05-10 16:24:51 -- STEP: 487/725 -- GLOBAL_STEP: 255150 | > loss_disc: 2.2938218116760254 (2.213567115687738) | > loss_disc_real_0: 0.16905070841312408 (0.1407121617721828) | > loss_disc_real_1: 0.18173329532146454 (0.19135142890334864) | > loss_disc_real_2: 0.19455577433109283 (0.18952356110608062) | > loss_disc_real_3: 0.22550152242183685 (0.20570397425970743) | > loss_disc_real_4: 0.2220223993062973 (0.19650502138803633) | > loss_disc_real_5: 0.25167256593704224 (0.20804137652414786) | > loss_0: 2.2938218116760254 (2.213567115687738) | > grad_norm_0: tensor(24.6269, device='cuda:0') (tensor(22.4948, device='cuda:0')) | > loss_gen: 2.7142748832702637 (2.7571631158401835) | > loss_kl: 1.9769407510757446 (1.7203333718086413) | > loss_feat: 7.344257831573486 (8.230206763719892) | > loss_mel: 12.1371431350708 (13.171554806296095) | > loss_duration: 1.6810736656188965 (1.6776741273104532) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.85369110107422 (27.55693217910046) | > grad_norm_1: tensor(513.8198, device='cuda:0') (tensor(434.4984, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8093 (0.8521520503982135) | > loader_time: 0.0113 (0.010743643468899897)  --> TIME: 2025-05-10 16:25:34 -- STEP: 537/725 -- GLOBAL_STEP: 255200 | > loss_disc: 2.274383068084717 (2.213615844813584) | > loss_disc_real_0: 0.17063702642917633 (0.14071907996576388) | > loss_disc_real_1: 0.22083865106105804 (0.19154931652035348) | > loss_disc_real_2: 0.18911808729171753 (0.1894709332750718) | > loss_disc_real_3: 0.22662265598773956 (0.20580174439557214) | > loss_disc_real_4: 0.23390744626522064 (0.1964004097204635) | > loss_disc_real_5: 0.19681742787361145 (0.2079916642753328) | > loss_0: 2.274383068084717 (2.213615844813584) | > grad_norm_0: tensor(29.5438, device='cuda:0') (tensor(22.5577, device='cuda:0')) | > loss_gen: 2.718862533569336 (2.7572301588466934) | > loss_kl: 1.4071401357650757 (1.7190121723064942) | > loss_feat: 7.477163791656494 (8.223433615331116) | > loss_mel: 12.795255661010742 (13.1683522407347) | > loss_duration: 1.7204643487930298 (1.6782265344367566) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.118886947631836 (27.546254735197213) | > grad_norm_1: tensor(564.1152, device='cuda:0') (tensor(437.2863, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8538 (0.8515010470562584) | > loader_time: 0.0114 (0.01080137524524881)  --> TIME: 2025-05-10 16:26:18 -- STEP: 587/725 -- GLOBAL_STEP: 255250 | > loss_disc: 2.1624104976654053 (2.2137929867235937) | > loss_disc_real_0: 0.1323988139629364 (0.14060879903615467) | > loss_disc_real_1: 0.188079833984375 (0.1916191568264969) | > loss_disc_real_2: 0.1874629408121109 (0.18951938668142193) | > loss_disc_real_3: 0.1908048689365387 (0.20579769138684664) | > loss_disc_real_4: 0.18797628581523895 (0.19626588378184098) | > loss_disc_real_5: 0.1944771707057953 (0.20793473913478694) | > loss_0: 2.1624104976654053 (2.2137929867235937) | > grad_norm_0: tensor(15.6881, device='cuda:0') (tensor(22.4737, device='cuda:0')) | > loss_gen: 2.880769968032837 (2.7556085302232667) | > loss_kl: 1.7632628679275513 (1.719869379087445) | > loss_feat: 9.218620300292969 (8.222581607519684) | > loss_mel: 14.0214262008667 (13.157892193055021) | > loss_duration: 1.6664395332336426 (1.6780712628892578) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.550518035888672 (27.534023018468172) | > grad_norm_1: tensor(320.0110, device='cuda:0') (tensor(438.9409, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8644 (0.8527051196187682) | > loader_time: 0.0118 (0.01082949053489776)  --> TIME: 2025-05-10 16:27:02 -- STEP: 637/725 -- GLOBAL_STEP: 255300 | > loss_disc: 2.098217487335205 (2.214296250178639) | > loss_disc_real_0: 0.09702645242214203 (0.14061163340108948) | > loss_disc_real_1: 0.1955546736717224 (0.19165888269617568) | > loss_disc_real_2: 0.1683310866355896 (0.18974858328255595) | > loss_disc_real_3: 0.1747395247220993 (0.20575820992655422) | > loss_disc_real_4: 0.21007925271987915 (0.19632504031272677) | > loss_disc_real_5: 0.1745111644268036 (0.2078211678534139) | > loss_0: 2.098217487335205 (2.214296250178639) | > grad_norm_0: tensor(22.5448, device='cuda:0') (tensor(22.5443, device='cuda:0')) | > loss_gen: 2.9883925914764404 (2.7547760780789576) | > loss_kl: 1.8063488006591797 (1.7204664206392537) | > loss_feat: 8.984928131103516 (8.218868752663713) | > loss_mel: 13.915844917297363 (13.1529370327385) | > loss_duration: 1.6562285423278809 (1.6778990434514858) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.351743698120117 (27.524947368555953) | > grad_norm_1: tensor(552.0812, device='cuda:0') (tensor(440.7236, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8517 (0.8528736955142656) | > loader_time: 0.0122 (0.010883664036845118)  --> TIME: 2025-05-10 16:27:45 -- STEP: 687/725 -- GLOBAL_STEP: 255350 | > loss_disc: 2.233217477798462 (2.21421590347651) | > loss_disc_real_0: 0.13602496683597565 (0.14077343624708813) | > loss_disc_real_1: 0.18685081601142883 (0.19149620043658785) | > loss_disc_real_2: 0.18084397912025452 (0.18954323631273426) | > loss_disc_real_3: 0.19926150143146515 (0.20593978377842653) | > loss_disc_real_4: 0.16673396527767181 (0.19625951553623064) | > loss_disc_real_5: 0.2587161362171173 (0.2078045411835245) | > loss_0: 2.233217477798462 (2.21421590347651) | > grad_norm_0: tensor(11.2986, device='cuda:0') (tensor(22.7022, device='cuda:0')) | > loss_gen: 2.79825496673584 (2.757141668550134) | > loss_kl: 1.5550105571746826 (1.7205734558327577) | > loss_feat: 8.807339668273926 (8.226624474948848) | > loss_mel: 13.805170059204102 (13.160451025594954) | > loss_duration: 1.680134892463684 (1.6779024344170805) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.645910263061523 (27.54269308953653) | > grad_norm_1: tensor(323.0903, device='cuda:0') (tensor(439.3088, device='cuda:0')) | > current_lr_0: 0.00019292762457280132 | > current_lr_1: 0.00019292762457280132 | > step_time: 0.8623 (0.8525132154273152) | > loader_time: 0.0117 (0.010938872416467125)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.390214204788208 (2.390214204788208) | > loss_disc_real_0: 0.1915409415960312 (0.1915409415960312) | > loss_disc_real_1: 0.229217991232872 (0.229217991232872) | > loss_disc_real_2: 0.1854277402162552 (0.1854277402162552) | > loss_disc_real_3: 0.22508758306503296 (0.22508758306503296) | > loss_disc_real_4: 0.2826119661331177 (0.2826119661331177) | > loss_disc_real_5: 0.2928166389465332 (0.2928166389465332) | > loss_0: 2.390214204788208 (2.390214204788208) | > loss_gen: 2.784980535507202 (2.784980535507202) | > loss_kl: 2.1081106662750244 (2.1081106662750244) | > loss_feat: 7.635162830352783 (7.635162830352783) | > loss_mel: 13.480386734008789 (13.480386734008789) | > loss_duration: 1.714146614074707 (1.714146614074707) | > loss_1: 27.72278594970703 (27.72278594970703)  --> STEP: 1 | > loss_disc: 2.3908615112304688 (2.3908615112304688) | > loss_disc_real_0: 0.17582058906555176 (0.17582058906555176) | > loss_disc_real_1: 0.20786038041114807 (0.20786038041114807) | > loss_disc_real_2: 0.17627592384815216 (0.17627592384815216) | > loss_disc_real_3: 0.23161956667900085 (0.23161956667900085) | > loss_disc_real_4: 0.2702431082725525 (0.2702431082725525) | > loss_disc_real_5: 0.29025813937187195 (0.29025813937187195) | > loss_0: 2.3908615112304688 (2.3908615112304688) | > loss_gen: 2.7196102142333984 (2.7196102142333984) | > loss_kl: 2.336106300354004 (2.336106300354004) | > loss_feat: 8.199477195739746 (8.199477195739746) | > loss_mel: 13.844882011413574 (13.844882011413574) | > loss_duration: 1.8021876811981201 (1.8021876811981201) | > loss_1: 28.902263641357422 (28.902263641357422)  --> STEP: 2 | > loss_disc: 2.2063381671905518 (2.2985998392105103) | > loss_disc_real_0: 0.1698494702577591 (0.17283502966165543) | > loss_disc_real_1: 0.18980509042739868 (0.19883273541927338) | > loss_disc_real_2: 0.1618913859128952 (0.16908365488052368) | > loss_disc_real_3: 0.21059852838516235 (0.2211090475320816) | > loss_disc_real_4: 0.23302224278450012 (0.2516326755285263) | > loss_disc_real_5: 0.259108304977417 (0.27468322217464447) | > loss_0: 2.2063381671905518 (2.2985998392105103) | > loss_gen: 2.871161460876465 (2.7953858375549316) | > loss_kl: 1.8035160303115845 (2.069811165332794) | > loss_feat: 8.237706184387207 (8.218591690063477) | > loss_mel: 14.704682350158691 (14.274782180786133) | > loss_duration: 1.859662413597107 (1.8309250473976135) | > loss_1: 29.476728439331055 (29.18949604034424)  --> STEP: 3 | > loss_disc: 2.353079319000244 (2.3167596658070884) | > loss_disc_real_0: 0.18910007178783417 (0.17825671037038168) | > loss_disc_real_1: 0.2259276956319809 (0.20786438882350922) | > loss_disc_real_2: 0.16796353459358215 (0.16871028145154318) | > loss_disc_real_3: 0.23678533732891083 (0.226334477464358) | > loss_disc_real_4: 0.26694217324256897 (0.2567358414332072) | > loss_disc_real_5: 0.26844653487205505 (0.2726043264071147) | > loss_0: 2.353079319000244 (2.3167596658070884) | > loss_gen: 2.7621042728424072 (2.784291982650757) | > loss_kl: 1.9764364957809448 (2.0386862754821777) | > loss_feat: 7.599991321563721 (8.012391567230225) | > loss_mel: 13.829899787902832 (14.126488049825033) | > loss_duration: 1.8138070106506348 (1.8252190351486206) | > loss_1: 27.982236862182617 (28.787076314290363)  --> STEP: 4 | > loss_disc: 2.386974573135376 (2.33431339263916) | > loss_disc_real_0: 0.16103318333625793 (0.17395082861185074) | > loss_disc_real_1: 0.23514550924301147 (0.21468466892838478) | > loss_disc_real_2: 0.1644294708967209 (0.1676400788128376) | > loss_disc_real_3: 0.22238419950008392 (0.2253469079732895) | > loss_disc_real_4: 0.28031179308891296 (0.26262982934713364) | > loss_disc_real_5: 0.2857774794101715 (0.2758976146578789) | > loss_0: 2.386974573135376 (2.33431339263916) | > loss_gen: 2.7013626098632812 (2.763559639453888) | > loss_kl: 1.9141408205032349 (2.007549911737442) | > loss_feat: 8.081972122192383 (8.029786705970764) | > loss_mel: 12.981730461120605 (13.840298652648926) | > loss_duration: 1.753819227218628 (1.8073690831661224) | > loss_1: 27.433025360107422 (28.44856357574463) --> EVAL PERFORMANCE | > avg_loader_time: 0.28638792037963867 (+0.004143416881561279) | > avg_loss_disc: 2.33431339263916 (-0.01240617036819458) | > avg_loss_disc_real_0: 0.17395082861185074 (+0.06021244078874588) | > avg_loss_disc_real_1: 0.21468466892838478 (+0.025508660823106766) | > avg_loss_disc_real_2: 0.1676400788128376 (-0.06577174738049507) | > avg_loss_disc_real_3: 0.2253469079732895 (+0.003332216292619705) | > avg_loss_disc_real_4: 0.26262982934713364 (-0.05940583348274231) | > avg_loss_disc_real_5: 0.2758976146578789 (+0.0746481828391552) | > avg_loss_0: 2.33431339263916 (-0.01240617036819458) | > avg_loss_gen: 2.763559639453888 (+0.11120545864105225) | > avg_loss_kl: 2.007549911737442 (+0.07780605554580688) | > avg_loss_feat: 8.029786705970764 (-0.025588393211364746) | > avg_loss_mel: 13.840298652648926 (+0.7843689918518066) | > avg_loss_duration: 1.8073690831661224 (+0.0074517130851745605) | > avg_loss_1: 28.44856357574463 (+0.9552431106567383)  > EPOCH: 289/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 16:28:24)   --> TIME: 2025-05-10 16:28:36 -- STEP: 12/725 -- GLOBAL_STEP: 255400 | > loss_disc: 2.2450897693634033 (2.204569478829702) | > loss_disc_real_0: 0.18385958671569824 (0.14017316543807587) | > loss_disc_real_1: 0.19714033603668213 (0.19547681386272112) | > loss_disc_real_2: 0.19837701320648193 (0.1917439562578996) | > loss_disc_real_3: 0.21676623821258545 (0.20697273189822832) | > loss_disc_real_4: 0.19425906240940094 (0.19358154634634653) | > loss_disc_real_5: 0.18785026669502258 (0.1892421841621399) | > loss_0: 2.2450897693634033 (2.204569478829702) | > grad_norm_0: tensor(28.5252, device='cuda:0') (tensor(35.7449, device='cuda:0')) | > loss_gen: 2.767942190170288 (2.812643885612488) | > loss_kl: 1.5891684293746948 (1.7039953370889027) | > loss_feat: 8.665237426757812 (8.300616264343262) | > loss_mel: 14.19269847869873 (13.118916670481363) | > loss_duration: 1.6944856643676758 (1.676269958416621) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.909534454345703 (27.612442175547283) | > grad_norm_1: tensor(122.0852, device='cuda:0') (tensor(486.9466, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8387 (0.8330315351486206) | > loader_time: 0.0091 (0.010131776332855225)  --> TIME: 2025-05-10 16:29:20 -- STEP: 62/725 -- GLOBAL_STEP: 255450 | > loss_disc: 2.084573984146118 (2.1991373608189235) | > loss_disc_real_0: 0.13763481378555298 (0.13398312290589656) | > loss_disc_real_1: 0.1854822188615799 (0.19159132939192555) | > loss_disc_real_2: 0.17208383977413177 (0.18945898115634918) | > loss_disc_real_3: 0.1735718846321106 (0.20540091755890078) | > loss_disc_real_4: 0.14730322360992432 (0.19705674292579775) | > loss_disc_real_5: 0.18605853617191315 (0.2024973042068943) | > loss_0: 2.084573984146118 (2.1991373608189235) | > grad_norm_0: tensor(20.0631, device='cuda:0') (tensor(27.2541, device='cuda:0')) | > loss_gen: 2.8790793418884277 (2.8039571662102976) | > loss_kl: 1.6509425640106201 (1.7287905273898956) | > loss_feat: 9.015318870544434 (8.397040220998942) | > loss_mel: 13.721624374389648 (13.226047869651548) | > loss_duration: 1.710247278213501 (1.6730664987717905) | > amp_scaler: 256.0 (293.16129032258067) | > loss_1: 28.97721290588379 (27.82890236762262) | > grad_norm_1: tensor(273.0292, device='cuda:0') (tensor(450.2157, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8458 (0.8505653335202125) | > loader_time: 0.0104 (0.01008581346081149)  --> TIME: 2025-05-10 16:30:04 -- STEP: 112/725 -- GLOBAL_STEP: 255500 | > loss_disc: 2.142448663711548 (2.2063152321747355) | > loss_disc_real_0: 0.15148690342903137 (0.13636661184552534) | > loss_disc_real_1: 0.20788617432117462 (0.19298340885766915) | > loss_disc_real_2: 0.17328566312789917 (0.18926656299403735) | > loss_disc_real_3: 0.21876735985279083 (0.20473435667476483) | > loss_disc_real_4: 0.21543067693710327 (0.19752427310283696) | > loss_disc_real_5: 0.20424975454807281 (0.20510696047650917) | > loss_0: 2.142448663711548 (2.2063152321747355) | > grad_norm_0: tensor(26.1248, device='cuda:0') (tensor(25.0357, device='cuda:0')) | > loss_gen: 2.915128231048584 (2.775855075035778) | > loss_kl: 1.508476972579956 (1.7234882063099317) | > loss_feat: 8.74821662902832 (8.28525530866214) | > loss_mel: 13.674739837646484 (13.165619662829808) | > loss_duration: 1.674639344215393 (1.6783054279429572) | > amp_scaler: 256.0 (276.57142857142856) | > loss_1: 28.521202087402344 (27.628523809569224) | > grad_norm_1: tensor(210.8884, device='cuda:0') (tensor(464.8344, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8409 (0.8567722503628049) | > loader_time: 0.0098 (0.009933071477072583)  --> TIME: 2025-05-10 16:30:47 -- STEP: 162/725 -- GLOBAL_STEP: 255550 | > loss_disc: 2.209298849105835 (2.2017419912196963) | > loss_disc_real_0: 0.11515839397907257 (0.13656503212764678) | > loss_disc_real_1: 0.17781633138656616 (0.1918100445174877) | > loss_disc_real_2: 0.19665156304836273 (0.18827293261333744) | > loss_disc_real_3: 0.2065606415271759 (0.20494705162666463) | > loss_disc_real_4: 0.17562666535377502 (0.19705620941556526) | > loss_disc_real_5: 0.2199123054742813 (0.20471998975600725) | > loss_0: 2.209298849105835 (2.2017419912196963) | > grad_norm_0: tensor(25.3063, device='cuda:0') (tensor(24.9764, device='cuda:0')) | > loss_gen: 2.6983916759490967 (2.781221307354209) | > loss_kl: 1.775140643119812 (1.7259631017108021) | > loss_feat: 8.17287826538086 (8.342258992018525) | > loss_mel: 12.844974517822266 (13.216566468462531) | > loss_duration: 1.6236274242401123 (1.6791975255365728) | > amp_scaler: 256.0 (270.2222222222221) | > loss_1: 27.11501121520996 (27.745207421573593) | > grad_norm_1: tensor(585.4347, device='cuda:0') (tensor(481.9131, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8391 (0.8551937974529502) | > loader_time: 0.0096 (0.009953116193229774)  --> TIME: 2025-05-10 16:31:31 -- STEP: 212/725 -- GLOBAL_STEP: 255600 | > loss_disc: 2.252349376678467 (2.204628554155242) | > loss_disc_real_0: 0.12818476557731628 (0.1378291549231365) | > loss_disc_real_1: 0.20552445948123932 (0.1917928514896699) | > loss_disc_real_2: 0.2074011266231537 (0.18841363412310486) | > loss_disc_real_3: 0.24542087316513062 (0.2052421140361507) | > loss_disc_real_4: 0.20889976620674133 (0.1961991251358446) | > loss_disc_real_5: 0.20390591025352478 (0.20446974467837586) | > loss_0: 2.252349376678467 (2.204628554155242) | > grad_norm_0: tensor(13.4790, device='cuda:0') (tensor(24.9399, device='cuda:0')) | > loss_gen: 2.7981278896331787 (2.7733117004610457) | > loss_kl: 1.6968011856079102 (1.7359028795980058) | > loss_feat: 7.974066257476807 (8.312559163795322) | > loss_mel: 12.284356117248535 (13.184412816785416) | > loss_duration: 1.6824427843093872 (1.6794542563411428) | > amp_scaler: 256.0 (266.8679245283017) | > loss_1: 26.435794830322266 (27.68564080292324) | > grad_norm_1: tensor(264.1086, device='cuda:0') (tensor(468.3015, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8455 (0.8559958608645313) | > loader_time: 0.0107 (0.010150844196103653)  --> TIME: 2025-05-10 16:32:14 -- STEP: 262/725 -- GLOBAL_STEP: 255650 | > loss_disc: 2.2245116233825684 (2.206225989429096) | > loss_disc_real_0: 0.12286102026700974 (0.1377287643698563) | > loss_disc_real_1: 0.17328466475009918 (0.19190367606987482) | > loss_disc_real_2: 0.20352031290531158 (0.1887026874504926) | > loss_disc_real_3: 0.1987074464559555 (0.2049469987627204) | > loss_disc_real_4: 0.19745048880577087 (0.19646426364210723) | > loss_disc_real_5: 0.18947282433509827 (0.20533088185177503) | > loss_0: 2.2245116233825684 (2.206225989429096) | > grad_norm_0: tensor(19.1005, device='cuda:0') (tensor(24.1864, device='cuda:0')) | > loss_gen: 2.7115142345428467 (2.767700452840965) | > loss_kl: 1.7260206937789917 (1.7301678734881278) | > loss_feat: 7.708555221557617 (8.284457006527267) | > loss_mel: 12.68651294708252 (13.17941115648692) | > loss_duration: 1.670461654663086 (1.6806526211381871) | > amp_scaler: 256.0 (264.79389312977077) | > loss_1: 26.50306510925293 (27.642389122766392) | > grad_norm_1: tensor(166.4644, device='cuda:0') (tensor(466.9555, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8841 (0.8539766282525681) | > loader_time: 0.0099 (0.01022748000749195)  --> TIME: 2025-05-10 16:32:57 -- STEP: 312/725 -- GLOBAL_STEP: 255700 | > loss_disc: 2.2362258434295654 (2.2068353356459216) | > loss_disc_real_0: 0.11219292134046555 (0.13857161285928804) | > loss_disc_real_1: 0.21477124094963074 (0.19203591876878195) | > loss_disc_real_2: 0.17254450917243958 (0.18848945859533087) | > loss_disc_real_3: 0.2157384157180786 (0.20480189061699763) | > loss_disc_real_4: 0.18434689939022064 (0.19622312529155833) | > loss_disc_real_5: 0.2223610132932663 (0.2054165279349455) | > loss_0: 2.2362258434295654 (2.2068353356459216) | > grad_norm_0: tensor(17.5785, device='cuda:0') (tensor(24.7100, device='cuda:0')) | > loss_gen: 2.6287317276000977 (2.765240160318521) | > loss_kl: 1.7377541065216064 (1.7312653049444537) | > loss_feat: 7.517943859100342 (8.287890472473244) | > loss_mel: 12.118814468383789 (13.169138339849615) | > loss_duration: 1.6843854188919067 (1.6796571234097848) | > amp_scaler: 256.0 (263.3846153846153) | > loss_1: 25.6876277923584 (27.63319142659505) | > grad_norm_1: tensor(544.5038, device='cuda:0') (tensor(468.8152, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8349 (0.8531259191341891) | > loader_time: 0.01 (0.010280125416242163)  --> TIME: 2025-05-10 16:33:41 -- STEP: 362/725 -- GLOBAL_STEP: 255750 | > loss_disc: 2.1751973628997803 (2.2074214865489576) | > loss_disc_real_0: 0.12186476588249207 (0.1388917879731451) | > loss_disc_real_1: 0.2278287559747696 (0.19189601893747718) | > loss_disc_real_2: 0.2009691745042801 (0.18835792414720545) | > loss_disc_real_3: 0.21981771290302277 (0.2046269560798755) | > loss_disc_real_4: 0.2037731111049652 (0.19620856930867075) | > loss_disc_real_5: 0.20920231938362122 (0.20618736970325857) | > loss_0: 2.1751973628997803 (2.2074214865489576) | > grad_norm_0: tensor(12.5192, device='cuda:0') (tensor(24.1866, device='cuda:0')) | > loss_gen: 2.8527190685272217 (2.7633524125452196) | > loss_kl: 1.7792166471481323 (1.73304812750105) | > loss_feat: 8.46450424194336 (8.279137230709765) | > loss_mel: 13.48609733581543 (13.173902624878433) | > loss_duration: 1.6126859188079834 (1.6782520327778812) | > amp_scaler: 256.0 (262.3646408839778) | > loss_1: 28.195222854614258 (27.627692459696565) | > grad_norm_1: tensor(207.7844, device='cuda:0') (tensor(456.5744, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8414 (0.8536714322000579) | > loader_time: 0.0095 (0.010330767262706438)  --> TIME: 2025-05-10 16:34:24 -- STEP: 412/725 -- GLOBAL_STEP: 255800 | > loss_disc: 2.2472116947174072 (2.2073120445881087) | > loss_disc_real_0: 0.1136653944849968 (0.13895694859940744) | > loss_disc_real_1: 0.206266850233078 (0.1917936197545344) | > loss_disc_real_2: 0.1949915885925293 (0.1884954645144708) | > loss_disc_real_3: 0.23646895587444305 (0.20448739378197672) | > loss_disc_real_4: 0.20480160415172577 (0.19607124770584608) | > loss_disc_real_5: 0.23605035245418549 (0.20655933687987835) | > loss_0: 2.2472116947174072 (2.2073120445881087) | > grad_norm_0: tensor(8.5352, device='cuda:0') (tensor(23.2538, device='cuda:0')) | > loss_gen: 2.6979336738586426 (2.7628007398068326) | > loss_kl: 1.9016369581222534 (1.7360259595426537) | > loss_feat: 8.154619216918945 (8.292000993941597) | > loss_mel: 13.698949813842773 (13.203267747916062) | > loss_duration: 1.6839182376861572 (1.6786339300350077) | > amp_scaler: 256.0 (261.5922330097088) | > loss_1: 28.13705825805664 (27.67272938107981) | > grad_norm_1: tensor(75.3913, device='cuda:0') (tensor(441.6435, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8697 (0.8538811895453815) | > loader_time: 0.0097 (0.01036666087733889)  --> TIME: 2025-05-10 16:35:07 -- STEP: 462/725 -- GLOBAL_STEP: 255850 | > loss_disc: 2.20233154296875 (2.2072657971155074) | > loss_disc_real_0: 0.14449670910835266 (0.13897977331532282) | > loss_disc_real_1: 0.1971527338027954 (0.19190205633640295) | > loss_disc_real_2: 0.20449921488761902 (0.18867587059478222) | > loss_disc_real_3: 0.1884191632270813 (0.20428166486871185) | > loss_disc_real_4: 0.21085548400878906 (0.19625907001041223) | > loss_disc_real_5: 0.23092174530029297 (0.20647966639175042) | > loss_0: 2.20233154296875 (2.2072657971155074) | > grad_norm_0: tensor(24.5170, device='cuda:0') (tensor(22.9196, device='cuda:0')) | > loss_gen: 2.692166566848755 (2.7624808297012793) | > loss_kl: 1.7690281867980957 (1.7342210799068598) | > loss_feat: 8.06323528289795 (8.28306677124718) | > loss_mel: 13.41522216796875 (13.186675117129369) | > loss_duration: 1.7124264240264893 (1.6788148789694814) | > amp_scaler: 256.0 (260.9870129870129) | > loss_1: 27.652080535888672 (27.645258676438104) | > grad_norm_1: tensor(503.4954, device='cuda:0') (tensor(441.3788, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.7951 (0.8532579203188678) | > loader_time: 0.0096 (0.010401023930801457)  --> TIME: 2025-05-10 16:35:50 -- STEP: 512/725 -- GLOBAL_STEP: 255900 | > loss_disc: 2.0904641151428223 (2.207959513645619) | > loss_disc_real_0: 0.11563409864902496 (0.13914269170345503) | > loss_disc_real_1: 0.20738251507282257 (0.19183063271339057) | > loss_disc_real_2: 0.18403957784175873 (0.18876839059521444) | > loss_disc_real_3: 0.17787951231002808 (0.2043809105525724) | > loss_disc_real_4: 0.18934574723243713 (0.1962749777885619) | > loss_disc_real_5: 0.1910010576248169 (0.20668240610393693) | > loss_0: 2.0904641151428223 (2.207959513645619) | > grad_norm_0: tensor(17.7985, device='cuda:0') (tensor(23.0953, device='cuda:0')) | > loss_gen: 2.8645880222320557 (2.761977370362729) | > loss_kl: 1.7760725021362305 (1.7329542711377142) | > loss_feat: 8.807992935180664 (8.270650048740217) | > loss_mel: 13.377379417419434 (13.174741335213183) | > loss_duration: 1.6360607147216797 (1.6798048256896436) | > amp_scaler: 256.0 (260.4999999999998) | > loss_1: 28.462093353271484 (27.620127875357866) | > grad_norm_1: tensor(526.0620, device='cuda:0') (tensor(441.7243, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8435 (0.8526290622539819) | > loader_time: 0.0126 (0.01044722506776452)  --> TIME: 2025-05-10 16:36:34 -- STEP: 562/725 -- GLOBAL_STEP: 255950 | > loss_disc: 2.1864683628082275 (2.205902419480565) | > loss_disc_real_0: 0.1536436527967453 (0.13860191170828834) | > loss_disc_real_1: 0.18830129504203796 (0.1917135722378395) | > loss_disc_real_2: 0.18571151793003082 (0.18861453428705394) | > loss_disc_real_3: 0.19966065883636475 (0.20445976740418798) | > loss_disc_real_4: 0.19011324644088745 (0.1961593499069112) | > loss_disc_real_5: 0.18528468906879425 (0.20668650588212908) | > loss_0: 2.1864683628082275 (2.205902419480565) | > grad_norm_0: tensor(16.7421, device='cuda:0') (tensor(22.9918, device='cuda:0')) | > loss_gen: 2.7199859619140625 (2.7641398830345936) | > loss_kl: 1.82671058177948 (1.7361020579456854) | > loss_feat: 8.168425559997559 (8.280104683811564) | > loss_mel: 12.737029075622559 (13.173056297030737) | > loss_duration: 1.6476690769195557 (1.679974872234453) | > amp_scaler: 256.0 (260.09964412811377) | > loss_1: 27.099821090698242 (27.633377825238103) | > grad_norm_1: tensor(384.1481, device='cuda:0') (tensor(444.8781, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8974 (0.8520905988496397) | > loader_time: 0.0102 (0.010461039390428212)  --> TIME: 2025-05-10 16:37:17 -- STEP: 612/725 -- GLOBAL_STEP: 256000 | > loss_disc: 2.334336757659912 (2.2075491964427476) | > loss_disc_real_0: 0.1671128123998642 (0.13895186399006185) | > loss_disc_real_1: 0.1871626228094101 (0.19168035754191323) | > loss_disc_real_2: 0.20960740745067596 (0.18884478134462263) | > loss_disc_real_3: 0.2131776362657547 (0.20447310880800476) | > loss_disc_real_4: 0.19222871959209442 (0.19620046129121502) | > loss_disc_real_5: 0.23691050708293915 (0.2068779472432105) | > loss_0: 2.334336757659912 (2.2075491964427476) | > grad_norm_0: tensor(24.5649, device='cuda:0') (tensor(22.9483, device='cuda:0')) | > loss_gen: 2.6590542793273926 (2.7638609946942783) | > loss_kl: 1.6818957328796387 (1.7364827986636193) | > loss_feat: 6.962709903717041 (8.277605565544832) | > loss_mel: 12.013233184814453 (13.172769091487709) | > loss_duration: 1.6014246940612793 (1.6795707175544663) | > amp_scaler: 256.0 (259.76470588235287) | > loss_1: 24.918317794799805 (27.630289196188933) | > grad_norm_1: tensor(383.8401, device='cuda:0') (tensor(443.0490, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8234 (0.8525228266622508) | > loader_time: 0.009 (0.010518085722829782) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_256000.pth  --> TIME: 2025-05-10 16:38:03 -- STEP: 662/725 -- GLOBAL_STEP: 256050 | > loss_disc: 2.329272747039795 (2.208881059802192) | > loss_disc_real_0: 0.14048480987548828 (0.13918284104512355) | > loss_disc_real_1: 0.21734052896499634 (0.19193475200510443) | > loss_disc_real_2: 0.21037952601909637 (0.1889625375814669) | > loss_disc_real_3: 0.2120673507452011 (0.20452855516146318) | > loss_disc_real_4: 0.23316194117069244 (0.19623978789389318) | > loss_disc_real_5: 0.2258751541376114 (0.20692955362652724) | > loss_0: 2.329272747039795 (2.208881059802192) | > grad_norm_0: tensor(15.5728, device='cuda:0') (tensor(22.7568, device='cuda:0')) | > loss_gen: 2.5437138080596924 (2.762876460919565) | > loss_kl: 1.6382166147232056 (1.7341171562491586) | > loss_feat: 6.734748840332031 (8.271069310583016) | > loss_mel: 11.813136100769043 (13.174328975446997) | > loss_duration: 1.6925584077835083 (1.6799732057709709) | > amp_scaler: 256.0 (259.48036253776417) | > loss_1: 24.422374725341797 (27.622365141923336) | > grad_norm_1: tensor(324.1922, device='cuda:0') (tensor(439.1010, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8672 (0.8527524989897393) | > loader_time: 0.0096 (0.010489192253873434)  --> TIME: 2025-05-10 16:38:46 -- STEP: 712/725 -- GLOBAL_STEP: 256100 | > loss_disc: 2.2984232902526855 (2.211616197998605) | > loss_disc_real_0: 0.1504359096288681 (0.14038108817165654) | > loss_disc_real_1: 0.1873074173927307 (0.19207775322825035) | > loss_disc_real_2: 0.19936203956604004 (0.18897133529855964) | > loss_disc_real_3: 0.2118101865053177 (0.2045775368767843) | > loss_disc_real_4: 0.1917015165090561 (0.19647142674062362) | > loss_disc_real_5: 0.2120072990655899 (0.20681860170253877) | > loss_0: 2.2984232902526855 (2.211616197998605) | > grad_norm_0: tensor(18.4259, device='cuda:0') (tensor(22.8609, device='cuda:0')) | > loss_gen: 2.5876331329345703 (2.7604373147648342) | > loss_kl: 1.9430967569351196 (1.7318592890259925) | > loss_feat: 7.101131916046143 (8.26103802611319) | > loss_mel: 12.468334197998047 (13.166504105825105) | > loss_duration: 1.6737169027328491 (1.679901019241033) | > amp_scaler: 256.0 (259.23595505617976) | > loss_1: 25.77391242980957 (27.599739776568466) | > grad_norm_1: tensor(492.7711, device='cuda:0') (tensor(437.4019, device='cuda:0')) | > current_lr_0: 0.0001929035086197297 | > current_lr_1: 0.0001929035086197297 | > step_time: 0.8121 (0.852613467848703) | > loader_time: 0.0096 (0.010442162162802202)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.306644916534424 (2.306644916534424) | > loss_disc_real_0: 0.1355556696653366 (0.1355556696653366) | > loss_disc_real_1: 0.14105366170406342 (0.14105366170406342) | > loss_disc_real_2: 0.23300106823444366 (0.23300106823444366) | > loss_disc_real_3: 0.23053735494613647 (0.23053735494613647) | > loss_disc_real_4: 0.23514357209205627 (0.23514357209205627) | > loss_disc_real_5: 0.271047979593277 (0.271047979593277) | > loss_0: 2.306644916534424 (2.306644916534424) | > loss_gen: 2.7255783081054688 (2.7255783081054688) | > loss_kl: 2.188673496246338 (2.188673496246338) | > loss_feat: 8.554380416870117 (8.554380416870117) | > loss_mel: 14.261693954467773 (14.261693954467773) | > loss_duration: 1.6922364234924316 (1.6922364234924316) | > loss_1: 29.422561645507812 (29.422561645507812)  --> STEP: 1 | > loss_disc: 2.3629038333892822 (2.3629038333892822) | > loss_disc_real_0: 0.12829314172267914 (0.12829314172267914) | > loss_disc_real_1: 0.14999854564666748 (0.14999854564666748) | > loss_disc_real_2: 0.22508883476257324 (0.22508883476257324) | > loss_disc_real_3: 0.21192744374275208 (0.21192744374275208) | > loss_disc_real_4: 0.2271813452243805 (0.2271813452243805) | > loss_disc_real_5: 0.264852911233902 (0.264852911233902) | > loss_0: 2.3629038333892822 (2.3629038333892822) | > loss_gen: 2.5420615673065186 (2.5420615673065186) | > loss_kl: 1.984361171722412 (1.984361171722412) | > loss_feat: 7.36258602142334 (7.36258602142334) | > loss_mel: 12.618739128112793 (12.618739128112793) | > loss_duration: 1.7953715324401855 (1.7953715324401855) | > loss_1: 26.303119659423828 (26.303119659423828)  --> STEP: 2 | > loss_disc: 2.222627639770508 (2.292765736579895) | > loss_disc_real_0: 0.1167682334780693 (0.12253068760037422) | > loss_disc_real_1: 0.13887161016464233 (0.1444350779056549) | > loss_disc_real_2: 0.20748727023601532 (0.21628805249929428) | > loss_disc_real_3: 0.2313399612903595 (0.2216337025165558) | > loss_disc_real_4: 0.2452668845653534 (0.23622411489486694) | > loss_disc_real_5: 0.2832306921482086 (0.2740418016910553) | > loss_0: 2.222627639770508 (2.292765736579895) | > loss_gen: 2.9608147144317627 (2.7514381408691406) | > loss_kl: 2.088191270828247 (2.0362762212753296) | > loss_feat: 8.886958122253418 (8.124772071838379) | > loss_mel: 14.884607315063477 (13.751673221588135) | > loss_duration: 1.8460216522216797 (1.8206965923309326) | > loss_1: 30.666593551635742 (28.484856605529785)  --> STEP: 3 | > loss_disc: 2.3041491508483887 (2.296560208002726) | > loss_disc_real_0: 0.1440100371837616 (0.12969047079483667) | > loss_disc_real_1: 0.16854235529899597 (0.1524708370367686) | > loss_disc_real_2: 0.20849302411079407 (0.21368970970312753) | > loss_disc_real_3: 0.2228541225194931 (0.22204050918420157) | > loss_disc_real_4: 0.26181507110595703 (0.24475443363189697) | > loss_disc_real_5: 0.26819127798080444 (0.2720916271209717) | > loss_0: 2.3041491508483887 (2.296560208002726) | > loss_gen: 2.7930898666381836 (2.7653220494588218) | > loss_kl: 1.8336042165756226 (1.9687188863754272) | > loss_feat: 7.678162097930908 (7.975902080535889) | > loss_mel: 13.477614402770996 (13.660320281982422) | > loss_duration: 1.8115994930267334 (1.8176642258961995) | > loss_1: 27.594070434570312 (28.18792788187663)  --> STEP: 4 | > loss_disc: 2.3175182342529297 (2.301799714565277) | > loss_disc_real_0: 0.11827089637517929 (0.12683557718992233) | > loss_disc_real_1: 0.16084550321102142 (0.1545645035803318) | > loss_disc_real_2: 0.222866028547287 (0.2159837894141674) | > loss_disc_real_3: 0.22012628614902496 (0.2215619534254074) | > loss_disc_real_4: 0.22416765987873077 (0.23960774019360542) | > loss_disc_real_5: 0.26857325434684753 (0.27121203392744064) | > loss_0: 2.3175182342529297 (2.301799714565277) | > loss_gen: 2.5901622772216797 (2.721532106399536) | > loss_kl: 2.0772383213043213 (1.9958487451076508) | > loss_feat: 7.103428363800049 (7.757783651351929) | > loss_mel: 13.378713607788086 (13.589918613433838) | > loss_duration: 1.753792643547058 (1.8016963303089142) | > loss_1: 26.90333366394043 (27.866779327392578) --> EVAL PERFORMANCE | > avg_loader_time: 0.2822561264038086 (-0.004131793975830078) | > avg_loss_disc: 2.301799714565277 (-0.03251367807388306) | > avg_loss_disc_real_0: 0.12683557718992233 (-0.047115251421928406) | > avg_loss_disc_real_1: 0.1545645035803318 (-0.06012016534805298) | > avg_loss_disc_real_2: 0.2159837894141674 (+0.0483437106013298) | > avg_loss_disc_real_3: 0.2215619534254074 (-0.00378495454788208) | > avg_loss_disc_real_4: 0.23960774019360542 (-0.023022089153528214) | > avg_loss_disc_real_5: 0.27121203392744064 (-0.004685580730438232) | > avg_loss_0: 2.301799714565277 (-0.03251367807388306) | > avg_loss_gen: 2.721532106399536 (-0.04202753305435181) | > avg_loss_kl: 1.9958487451076508 (-0.01170116662979126) | > avg_loss_feat: 7.757783651351929 (-0.27200305461883545) | > avg_loss_mel: 13.589918613433838 (-0.2503800392150879) | > avg_loss_duration: 1.8016963303089142 (-0.005672752857208252) | > avg_loss_1: 27.866779327392578 (-0.5817842483520508)  > EPOCH: 290/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 16:39:04)   --> TIME: 2025-05-10 16:39:38 -- STEP: 37/725 -- GLOBAL_STEP: 256150 | > loss_disc: 2.1566460132598877 (2.2262324449178337) | > loss_disc_real_0: 0.13008934259414673 (0.14093920548219935) | > loss_disc_real_1: 0.16344864666461945 (0.19224444434449478) | > loss_disc_real_2: 0.1659073829650879 (0.190561858786119) | > loss_disc_real_3: 0.1922987401485443 (0.20542428300187393) | > loss_disc_real_4: 0.18417571485042572 (0.20206861761776176) | > loss_disc_real_5: 0.20965608954429626 (0.20784196096497612) | > loss_0: 2.1566460132598877 (2.2262324449178337) | > grad_norm_0: tensor(17.2455, device='cuda:0') (tensor(24.1828, device='cuda:0')) | > loss_gen: 2.8286781311035156 (2.741116968361107) | > loss_kl: 1.73503839969635 (1.7583827682443567) | > loss_feat: 9.328845024108887 (8.140454318072347) | > loss_mel: 13.715822219848633 (13.082497648290685) | > loss_duration: 1.6766231060028076 (1.6787714056066565) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.285005569458008 (27.401223208453203) | > grad_norm_1: tensor(486.4091, device='cuda:0') (tensor(452.4342, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8462 (0.851470051585017) | > loader_time: 0.0099 (0.010095957163217905)  --> TIME: 2025-05-10 16:40:21 -- STEP: 87/725 -- GLOBAL_STEP: 256200 | > loss_disc: 2.0296928882598877 (2.2201634220693296) | > loss_disc_real_0: 0.11240523308515549 (0.13880817497941264) | > loss_disc_real_1: 0.1792553961277008 (0.19214022964581676) | > loss_disc_real_2: 0.20233988761901855 (0.1891275752207328) | > loss_disc_real_3: 0.1853940635919571 (0.20602288619540213) | > loss_disc_real_4: 0.16815893352031708 (0.19840935043904973) | > loss_disc_real_5: 0.1835143119096756 (0.20822147733863744) | > loss_0: 2.0296928882598877 (2.2201634220693296) | > grad_norm_0: tensor(27.6620, device='cuda:0') (tensor(22.8383, device='cuda:0')) | > loss_gen: 3.0278096199035645 (2.7414932278381) | > loss_kl: 1.6261518001556396 (1.7439013911389756) | > loss_feat: 9.746147155761719 (8.14157593387297) | > loss_mel: 15.158639907836914 (13.143161587331488) | > loss_duration: 1.6601665019989014 (1.6807087125449345) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.218914031982422 (27.450840873279784) | > grad_norm_1: tensor(624.0317, device='cuda:0') (tensor(454.3172, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8264 (0.851864510569079) | > loader_time: 0.0094 (0.009978535531581132)  --> TIME: 2025-05-10 16:41:05 -- STEP: 137/725 -- GLOBAL_STEP: 256250 | > loss_disc: 2.203622579574585 (2.219825669796797) | > loss_disc_real_0: 0.10366925597190857 (0.13904970367677016) | > loss_disc_real_1: 0.17588070034980774 (0.1928967555073926) | > loss_disc_real_2: 0.19151738286018372 (0.18935343960340872) | > loss_disc_real_3: 0.23866915702819824 (0.20651468427946973) | > loss_disc_real_4: 0.20985957980155945 (0.19898384940015137) | > loss_disc_real_5: 0.19365927577018738 (0.20742632524810567) | > loss_0: 2.203622579574585 (2.219825669796797) | > grad_norm_0: tensor(21.6068, device='cuda:0') (tensor(23.3893, device='cuda:0')) | > loss_gen: 2.8196699619293213 (2.7476483244095404) | > loss_kl: 1.6148864030838013 (1.7288344654723675) | > loss_feat: 9.033875465393066 (8.179472161035468) | > loss_mel: 13.524309158325195 (13.121269887381226) | > loss_duration: 1.680131196975708 (1.6810526717318235) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.67287254333496 (27.458277556147884) | > grad_norm_1: tensor(489.0151, device='cuda:0') (tensor(457.0748, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8269 (0.8523849570838204) | > loader_time: 0.0089 (0.009975730937762852)  --> TIME: 2025-05-10 16:41:48 -- STEP: 187/725 -- GLOBAL_STEP: 256300 | > loss_disc: 2.2430851459503174 (2.2188638582586613) | > loss_disc_real_0: 0.1497500091791153 (0.1407854552256231) | > loss_disc_real_1: 0.18416602909564972 (0.19271399144501603) | > loss_disc_real_2: 0.19590984284877777 (0.18932794648058274) | > loss_disc_real_3: 0.2137582153081894 (0.2066788231944018) | > loss_disc_real_4: 0.17392227053642273 (0.19811861758882346) | > loss_disc_real_5: 0.2041865736246109 (0.20569379651610223) | > loss_0: 2.2430851459503174 (2.2188638582586613) | > grad_norm_0: tensor(18.2364, device='cuda:0') (tensor(23.1840, device='cuda:0')) | > loss_gen: 2.714221715927124 (2.7523467311247147) | > loss_kl: 1.8335564136505127 (1.7159358543508194) | > loss_feat: 7.63400936126709 (8.213661650285369) | > loss_mel: 12.277864456176758 (13.190837033929672) | > loss_duration: 1.699511170387268 (1.6817319641776267) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.159162521362305 (27.554513349890065) | > grad_norm_1: tensor(392.9123, device='cuda:0') (tensor(456.9392, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8616 (0.8522718985450459) | > loader_time: 0.0123 (0.009970069569062427)  --> TIME: 2025-05-10 16:42:31 -- STEP: 237/725 -- GLOBAL_STEP: 256350 | > loss_disc: 2.187072277069092 (2.2171935361145922) | > loss_disc_real_0: 0.1061292439699173 (0.1405348353999576) | > loss_disc_real_1: 0.1800040900707245 (0.19274962074142965) | > loss_disc_real_2: 0.19205708801746368 (0.1893309074992369) | > loss_disc_real_3: 0.23864468932151794 (0.20585901305896825) | > loss_disc_real_4: 0.21751375496387482 (0.197954958249748) | > loss_disc_real_5: 0.20174181461334229 (0.20622468290198198) | > loss_0: 2.187072277069092 (2.2171935361145922) | > grad_norm_0: tensor(14.7882, device='cuda:0') (tensor(23.0724, device='cuda:0')) | > loss_gen: 2.8377633094787598 (2.749805487660919) | > loss_kl: 1.915418267250061 (1.7161102823064298) | > loss_feat: 8.219928741455078 (8.211072334257357) | > loss_mel: 13.466526985168457 (13.16247629817528) | > loss_duration: 1.6652839183807373 (1.6809522512089856) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.104921340942383 (27.52041675068658) | > grad_norm_1: tensor(518.8618, device='cuda:0') (tensor(453.1384, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8284 (0.8523934481013173) | > loader_time: 0.0093 (0.010056144577541438)  --> TIME: 2025-05-10 16:43:14 -- STEP: 287/725 -- GLOBAL_STEP: 256400 | > loss_disc: 2.2816953659057617 (2.21412208769795) | > loss_disc_real_0: 0.14942164719104767 (0.13987246007765622) | > loss_disc_real_1: 0.18670406937599182 (0.19214980662492087) | > loss_disc_real_2: 0.22463324666023254 (0.18925401293234545) | > loss_disc_real_3: 0.2153533399105072 (0.2056476366333015) | > loss_disc_real_4: 0.23808059096336365 (0.19740916098036415) | > loss_disc_real_5: 0.23029425740242004 (0.20662083017286106) | > loss_0: 2.2816953659057617 (2.21412208769795) | > grad_norm_0: tensor(20.1031, device='cuda:0') (tensor(22.7379, device='cuda:0')) | > loss_gen: 2.7426633834838867 (2.7501309208753635) | > loss_kl: 1.6461549997329712 (1.7178371812408395) | > loss_feat: 7.596459865570068 (8.221873954613445) | > loss_mel: 11.477253913879395 (13.143306672365407) | > loss_duration: 1.6910678148269653 (1.680566458336568) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.153600692749023 (27.513715278811564) | > grad_norm_1: tensor(475.1971, device='cuda:0') (tensor(449.5645, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8046 (0.851753703393172) | > loader_time: 0.0099 (0.010049051524039352)  --> TIME: 2025-05-10 16:43:58 -- STEP: 337/725 -- GLOBAL_STEP: 256450 | > loss_disc: 2.18342924118042 (2.2106706091487456) | > loss_disc_real_0: 0.1350378841161728 (0.13978486245039312) | > loss_disc_real_1: 0.17710277438163757 (0.1919441071922065) | > loss_disc_real_2: 0.1741739958524704 (0.18886927070886525) | > loss_disc_real_3: 0.19848045706748962 (0.20520004745053255) | > loss_disc_real_4: 0.17230908572673798 (0.19700787399925898) | > loss_disc_real_5: 0.20752045512199402 (0.20637730776556162) | > loss_0: 2.18342924118042 (2.2106706091487456) | > grad_norm_0: tensor(13.0733, device='cuda:0') (tensor(22.6294, device='cuda:0')) | > loss_gen: 2.7948834896087646 (2.7528260489953387) | > loss_kl: 1.7105802297592163 (1.716152320629765) | > loss_feat: 8.587687492370605 (8.243277396929367) | > loss_mel: 13.459810256958008 (13.147156084326674) | > loss_duration: 1.6649208068847656 (1.679457966227206) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.21788215637207 (27.538869903066388) | > grad_norm_1: tensor(157.8086, device='cuda:0') (tensor(446.3915, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8851 (0.8528445092436114) | > loader_time: 0.0102 (0.010017190559681517)  --> TIME: 2025-05-10 16:44:41 -- STEP: 387/725 -- GLOBAL_STEP: 256500 | > loss_disc: 2.157947540283203 (2.208541537440102) | > loss_disc_real_0: 0.09369700402021408 (0.13930746316139714) | > loss_disc_real_1: 0.21400584280490875 (0.1918182862821476) | > loss_disc_real_2: 0.2103671133518219 (0.18900890063099782) | > loss_disc_real_3: 0.21100588142871857 (0.2049971963315047) | > loss_disc_real_4: 0.17588526010513306 (0.19686159472286863) | > loss_disc_real_5: 0.20155513286590576 (0.20619517992171202) | > loss_0: 2.157947540283203 (2.208541537440102) | > grad_norm_0: tensor(31.8647, device='cuda:0') (tensor(22.6135, device='cuda:0')) | > loss_gen: 2.8403706550598145 (2.7564715618310967) | > loss_kl: 1.552857756614685 (1.719273164906859) | > loss_feat: 8.503461837768555 (8.257042693845362) | > loss_mel: 13.913871765136719 (13.161454225387372) | > loss_duration: 1.7654438018798828 (1.6794155297045252) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.576005935668945 (27.57365725514808) | > grad_norm_1: tensor(507.1886, device='cuda:0') (tensor(448.0466, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8548 (0.8530087514133108) | > loader_time: 0.0108 (0.010004737888503753)  --> TIME: 2025-05-10 16:45:25 -- STEP: 437/725 -- GLOBAL_STEP: 256550 | > loss_disc: 2.232588052749634 (2.209015255389008) | > loss_disc_real_0: 0.09344781935214996 (0.13964967767215716) | > loss_disc_real_1: 0.162839874625206 (0.19168547119783322) | > loss_disc_real_2: 0.17105990648269653 (0.18915425213714493) | > loss_disc_real_3: 0.22877226769924164 (0.20489290175912583) | > loss_disc_real_4: 0.18805308640003204 (0.19705190893168859) | > loss_disc_real_5: 0.2373218983411789 (0.20590786976863368) | > loss_0: 2.232588052749634 (2.209015255389008) | > grad_norm_0: tensor(39.4947, device='cuda:0') (tensor(22.7605, device='cuda:0')) | > loss_gen: 2.807863712310791 (2.758462238093535) | > loss_kl: 1.65169095993042 (1.7233664899450691) | > loss_feat: 8.175304412841797 (8.251453816481533) | > loss_mel: 13.16735553741455 (13.171873553121113) | > loss_duration: 1.6469653844833374 (1.6793145797890985) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.44917869567871 (27.584470757630648) | > grad_norm_1: tensor(479.3779, device='cuda:0') (tensor(446.5368, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8993 (0.8530029863187323) | > loader_time: 0.0101 (0.010000117583460338)  --> TIME: 2025-05-10 16:46:08 -- STEP: 487/725 -- GLOBAL_STEP: 256600 | > loss_disc: 2.383737087249756 (2.211866002797591) | > loss_disc_real_0: 0.13650868833065033 (0.140208967596109) | > loss_disc_real_1: 0.1938088983297348 (0.191789259717205) | > loss_disc_real_2: 0.1803174912929535 (0.18934592922854968) | > loss_disc_real_3: 0.20395128428936005 (0.20529324520050377) | > loss_disc_real_4: 0.2224719077348709 (0.1973533047787708) | > loss_disc_real_5: 0.21260103583335876 (0.2060187968752467) | > loss_0: 2.383737087249756 (2.211866002797591) | > grad_norm_0: tensor(12.8267, device='cuda:0') (tensor(22.9567, device='cuda:0')) | > loss_gen: 2.4196174144744873 (2.757541885610968) | > loss_kl: 1.8625733852386475 (1.722761206068787) | > loss_feat: 6.993657112121582 (8.23906139867261) | > loss_mel: 11.42956829071045 (13.164299794535859) | > loss_duration: 1.6564383506774902 (1.679715572930949) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.361854553222656 (27.563379930030145) | > grad_norm_1: tensor(205.7354, device='cuda:0') (tensor(447.8272, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8202 (0.8529060077863063) | > loader_time: 0.0099 (0.01000506824046924)  --> TIME: 2025-05-10 16:46:51 -- STEP: 537/725 -- GLOBAL_STEP: 256650 | > loss_disc: 2.3132503032684326 (2.2128393601216865) | > loss_disc_real_0: 0.12205489724874496 (0.14041814019338164) | > loss_disc_real_1: 0.23278994858264923 (0.191857296578045) | > loss_disc_real_2: 0.23698577284812927 (0.18969937079556612) | > loss_disc_real_3: 0.19509370625019073 (0.20532402493323249) | > loss_disc_real_4: 0.19614405930042267 (0.1970954980541652) | > loss_disc_real_5: 0.19580619037151337 (0.2060614034561249) | > loss_0: 2.3132503032684326 (2.2128393601216865) | > grad_norm_0: tensor(21.8008, device='cuda:0') (tensor(22.9322, device='cuda:0')) | > loss_gen: 2.6811916828155518 (2.755542883881865) | > loss_kl: 1.6093263626098633 (1.7218914413807331) | > loss_feat: 7.994489669799805 (8.221832148411638) | > loss_mel: 12.51457691192627 (13.146452905523486) | > loss_duration: 1.7035186290740967 (1.6799584622711665) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.503103256225586 (27.525677892304884) | > grad_norm_1: tensor(593.0915, device='cuda:0') (tensor(445.9176, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8552 (0.8527175043770276) | > loader_time: 0.0091 (0.010001532858310465)  --> TIME: 2025-05-10 16:47:35 -- STEP: 587/725 -- GLOBAL_STEP: 256700 | > loss_disc: 2.4012627601623535 (2.2131760323474117) | > loss_disc_real_0: 0.11284905672073364 (0.14004103129878764) | > loss_disc_real_1: 0.2344980090856552 (0.19192088894177947) | > loss_disc_real_2: 0.2010769098997116 (0.18967135682118205) | > loss_disc_real_3: 0.20141568779945374 (0.20546636726624723) | > loss_disc_real_4: 0.215884268283844 (0.19714332728613376) | > loss_disc_real_5: 0.2279881089925766 (0.2059987774547158) | > loss_0: 2.4012627601623535 (2.2131760323474117) | > grad_norm_0: tensor(9.6669, device='cuda:0') (tensor(22.7477, device='cuda:0')) | > loss_gen: 2.4215798377990723 (2.7559067102266526) | > loss_kl: 1.665790319442749 (1.7215412568802322) | > loss_feat: 5.956394195556641 (8.219056540494067) | > loss_mel: 10.619848251342773 (13.145378717165785) | > loss_duration: 1.6646223068237305 (1.67944894982359) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.328235626220703 (27.521332242013653) | > grad_norm_1: tensor(250.4253, device='cuda:0') (tensor(441.5177, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8831 (0.8524261199229823) | > loader_time: 0.0099 (0.009980018540988381)  --> TIME: 2025-05-10 16:48:18 -- STEP: 637/725 -- GLOBAL_STEP: 256750 | > loss_disc: 2.224008798599243 (2.2115549330060125) | > loss_disc_real_0: 0.14042064547538757 (0.13996321110280002) | > loss_disc_real_1: 0.20507419109344482 (0.19164705290524894) | > loss_disc_real_2: 0.1788482815027237 (0.18954868434549682) | > loss_disc_real_3: 0.17639820277690887 (0.20551624442662716) | > loss_disc_real_4: 0.21536292135715485 (0.1970453073082014) | > loss_disc_real_5: 0.20472820103168488 (0.20576249516833708) | > loss_0: 2.224008798599243 (2.2115549330060125) | > grad_norm_0: tensor(22.9007, device='cuda:0') (tensor(22.7120, device='cuda:0')) | > loss_gen: 2.8782005310058594 (2.757085623883376) | > loss_kl: 1.9439592361450195 (1.7240369752213196) | > loss_feat: 7.852322101593018 (8.220315511784333) | > loss_mel: 12.140629768371582 (13.141267367771691) | > loss_duration: 1.6597412824630737 (1.6788652289419006) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.474853515625 (27.5215707626223) | > grad_norm_1: tensor(601.0655, device='cuda:0') (tensor(445.5281, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8436 (0.8522581017372933) | > loader_time: 0.0095 (0.010001183679002797)  --> TIME: 2025-05-10 16:49:01 -- STEP: 687/725 -- GLOBAL_STEP: 256800 | > loss_disc: 2.285625457763672 (2.2120541398355202) | > loss_disc_real_0: 0.1680687665939331 (0.14018878929609815) | > loss_disc_real_1: 0.18744219839572906 (0.19158861893493548) | > loss_disc_real_2: 0.18945527076721191 (0.18945254743359477) | > loss_disc_real_3: 0.24848566949367523 (0.205587025205815) | > loss_disc_real_4: 0.21092575788497925 (0.19687222653601358) | > loss_disc_real_5: 0.20855751633644104 (0.20620085602677718) | > loss_0: 2.285625457763672 (2.2120541398355202) | > grad_norm_0: tensor(22.2572, device='cuda:0') (tensor(22.8353, device='cuda:0')) | > loss_gen: 2.6910557746887207 (2.757373360393695) | > loss_kl: 1.74606192111969 (1.7257670209223874) | > loss_feat: 8.002007484436035 (8.227922311863345) | > loss_mel: 12.50844955444336 (13.150935704704626) | > loss_duration: 1.6988365650177002 (1.6788666739387454) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.646411895751953 (27.54086513324943) | > grad_norm_1: tensor(457.2283, device='cuda:0') (tensor(445.4668, device='cuda:0')) | > current_lr_0: 0.00019287939568115225 | > current_lr_1: 0.00019287939568115225 | > step_time: 0.8529 (0.8522984346448074) | > loader_time: 0.0101 (0.010012344501945132)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.312930107116699 (2.312930107116699) | > loss_disc_real_0: 0.17068301141262054 (0.17068301141262054) | > loss_disc_real_1: 0.16441024839878082 (0.16441024839878082) | > loss_disc_real_2: 0.15781258046627045 (0.15781258046627045) | > loss_disc_real_3: 0.2023569494485855 (0.2023569494485855) | > loss_disc_real_4: 0.21420685946941376 (0.21420685946941376) | > loss_disc_real_5: 0.2161342352628708 (0.2161342352628708) | > loss_0: 2.312930107116699 (2.312930107116699) | > loss_gen: 2.383087635040283 (2.383087635040283) | > loss_kl: 1.9854297637939453 (1.9854297637939453) | > loss_feat: 7.596099376678467 (7.596099376678467) | > loss_mel: 13.328558921813965 (13.328558921813965) | > loss_duration: 1.7142815589904785 (1.7142815589904785) | > loss_1: 27.007455825805664 (27.007455825805664)  --> STEP: 1 | > loss_disc: 2.2745847702026367 (2.2745847702026367) | > loss_disc_real_0: 0.15655162930488586 (0.15655162930488586) | > loss_disc_real_1: 0.16178523004055023 (0.16178523004055023) | > loss_disc_real_2: 0.16990557312965393 (0.16990557312965393) | > loss_disc_real_3: 0.18512937426567078 (0.18512937426567078) | > loss_disc_real_4: 0.19387704133987427 (0.19387704133987427) | > loss_disc_real_5: 0.2128271460533142 (0.2128271460533142) | > loss_0: 2.2745847702026367 (2.2745847702026367) | > loss_gen: 2.378109931945801 (2.378109931945801) | > loss_kl: 2.1653783321380615 (2.1653783321380615) | > loss_feat: 7.953507423400879 (7.953507423400879) | > loss_mel: 13.401963233947754 (13.401963233947754) | > loss_duration: 1.812021255493164 (1.812021255493164) | > loss_1: 27.710981369018555 (27.710981369018555)  --> STEP: 2 | > loss_disc: 2.3493359088897705 (2.3119603395462036) | > loss_disc_real_0: 0.17679251730442047 (0.16667207330465317) | > loss_disc_real_1: 0.15490058064460754 (0.1583429053425789) | > loss_disc_real_2: 0.1700197011232376 (0.16996263712644577) | > loss_disc_real_3: 0.1922978013753891 (0.18871358782052994) | > loss_disc_real_4: 0.2186705321073532 (0.20627378672361374) | > loss_disc_real_5: 0.19944241642951965 (0.20613478124141693) | > loss_0: 2.3493359088897705 (2.3119603395462036) | > loss_gen: 2.3294384479522705 (2.3537741899490356) | > loss_kl: 1.9788222312927246 (2.072100281715393) | > loss_feat: 7.682270526885986 (7.817888975143433) | > loss_mel: 12.754340171813965 (13.07815170288086) | > loss_duration: 1.830378770828247 (1.8212000131607056) | > loss_1: 26.57525062561035 (27.143115997314453)  --> STEP: 3 | > loss_disc: 2.279010534286499 (2.3009770711263022) | > loss_disc_real_0: 0.17973129451274872 (0.17102514704068503) | > loss_disc_real_1: 0.1599259227514267 (0.15887057781219482) | > loss_disc_real_2: 0.16014212369918823 (0.16668913265069327) | > loss_disc_real_3: 0.19987139105796814 (0.19243285556634268) | > loss_disc_real_4: 0.19246256351470947 (0.20167004565397897) | > loss_disc_real_5: 0.19254538416862488 (0.20160498221715292) | > loss_0: 2.279010534286499 (2.3009770711263022) | > loss_gen: 2.389646530151367 (2.365731636683146) | > loss_kl: 1.9424729347229004 (2.028891166051229) | > loss_feat: 7.7187418937683105 (7.784839948018392) | > loss_mel: 12.333093643188477 (12.829799016316732) | > loss_duration: 1.8143377304077148 (1.8189125855763753) | > loss_1: 26.198291778564453 (26.828174591064453)  --> STEP: 4 | > loss_disc: 2.1834232807159424 (2.271588623523712) | > loss_disc_real_0: 0.16491270065307617 (0.1694970354437828) | > loss_disc_real_1: 0.15327008068561554 (0.15747045353055) | > loss_disc_real_2: 0.12647563219070435 (0.15663575753569603) | > loss_disc_real_3: 0.15407794713974 (0.182844128459692) | > loss_disc_real_4: 0.210442453622818 (0.20386314764618874) | > loss_disc_real_5: 0.2421579211950302 (0.21174321696162224) | > loss_0: 2.1834232807159424 (2.271588623523712) | > loss_gen: 2.5979487895965576 (2.423785924911499) | > loss_kl: 2.004516124725342 (2.022797405719757) | > loss_feat: 10.513162612915039 (8.466920614242554) | > loss_mel: 15.484223365783691 (13.493405103683472) | > loss_duration: 1.7576172351837158 (1.8035887479782104) | > loss_1: 32.35746765136719 (28.210497856140137) --> EVAL PERFORMANCE | > avg_loader_time: 0.28849905729293823 (+0.006242930889129639) | > avg_loss_disc: 2.271588623523712 (-0.03021109104156494) | > avg_loss_disc_real_0: 0.1694970354437828 (+0.042661458253860474) | > avg_loss_disc_real_1: 0.15747045353055 (+0.0029059499502182007) | > avg_loss_disc_real_2: 0.15663575753569603 (-0.059348031878471375) | > avg_loss_disc_real_3: 0.182844128459692 (-0.03871782496571541) | > avg_loss_disc_real_4: 0.20386314764618874 (-0.03574459254741669) | > avg_loss_disc_real_5: 0.21174321696162224 (-0.059468816965818405) | > avg_loss_0: 2.271588623523712 (-0.03021109104156494) | > avg_loss_gen: 2.423785924911499 (-0.2977461814880371) | > avg_loss_kl: 2.022797405719757 (+0.026948660612106323) | > avg_loss_feat: 8.466920614242554 (+0.709136962890625) | > avg_loss_mel: 13.493405103683472 (-0.09651350975036621) | > avg_loss_duration: 1.8035887479782104 (+0.0018924176692962646) | > avg_loss_1: 28.210497856140137 (+0.3437185287475586)  > EPOCH: 291/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 16:49:40)   --> TIME: 2025-05-10 16:49:53 -- STEP: 12/725 -- GLOBAL_STEP: 256850 | > loss_disc: 2.243513345718384 (2.2252586483955383) | > loss_disc_real_0: 0.11979187279939651 (0.13808194982508817) | > loss_disc_real_1: 0.1778917908668518 (0.19417413075764975) | > loss_disc_real_2: 0.20102819800376892 (0.19164754326144853) | > loss_disc_real_3: 0.21495535969734192 (0.20746983463565508) | > loss_disc_real_4: 0.22134138643741608 (0.19811390340328217) | > loss_disc_real_5: 0.20576319098472595 (0.2059145880242189) | > loss_0: 2.243513345718384 (2.2252586483955383) | > grad_norm_0: tensor(19.3315, device='cuda:0') (tensor(22.1444, device='cuda:0')) | > loss_gen: 2.624290704727173 (2.7253571152687073) | > loss_kl: 1.7760744094848633 (1.750184158484141) | > loss_feat: 8.189851760864258 (8.101784030596415) | > loss_mel: 12.56500244140625 (13.03696839014689) | > loss_duration: 1.7003792524337769 (1.674338459968567) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.85559844970703 (27.28863255182902) | > grad_norm_1: tensor(411.5723, device='cuda:0') (tensor(473.2292, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8475 (0.8380807439486185) | > loader_time: 0.0091 (0.01016692320505778)  --> TIME: 2025-05-10 16:50:36 -- STEP: 62/725 -- GLOBAL_STEP: 256900 | > loss_disc: 2.156450033187866 (2.219187278901377) | > loss_disc_real_0: 0.10207003355026245 (0.14143806575767456) | > loss_disc_real_1: 0.16513124108314514 (0.1916788814048613) | > loss_disc_real_2: 0.1671927571296692 (0.1887029914125319) | > loss_disc_real_3: 0.20465190708637238 (0.20763401783281757) | > loss_disc_real_4: 0.1863260418176651 (0.19585142789348478) | > loss_disc_real_5: 0.19096623361110687 (0.20732515185110031) | > loss_0: 2.156450033187866 (2.219187278901377) | > grad_norm_0: tensor(19.4647, device='cuda:0') (tensor(23.4052, device='cuda:0')) | > loss_gen: 2.6795358657836914 (2.724428442216689) | > loss_kl: 1.5855250358581543 (1.7339769217275804) | > loss_feat: 8.410799026489258 (8.111194464468186) | > loss_mel: 13.66914176940918 (13.006631066722255) | > loss_duration: 1.7161201238632202 (1.670925509545111) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.061120986938477 (27.247156512352728) | > grad_norm_1: tensor(309.5396, device='cuda:0') (tensor(448.1828, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8473 (0.8523971457635203) | > loader_time: 0.0095 (0.010417203749379806)  --> TIME: 2025-05-10 16:51:20 -- STEP: 112/725 -- GLOBAL_STEP: 256950 | > loss_disc: 2.3335607051849365 (2.2117178397519255) | > loss_disc_real_0: 0.21076121926307678 (0.13964664683278122) | > loss_disc_real_1: 0.1960349977016449 (0.1912710288805621) | > loss_disc_real_2: 0.1913873851299286 (0.19055156276694366) | > loss_disc_real_3: 0.2246571183204651 (0.2063369429005044) | > loss_disc_real_4: 0.18257445096969604 (0.19549156818538904) | > loss_disc_real_5: 0.23616239428520203 (0.2057731905952096) | > loss_0: 2.3335607051849365 (2.2117178397519255) | > grad_norm_0: tensor(38.4205, device='cuda:0') (tensor(23.2071, device='cuda:0')) | > loss_gen: 2.544264793395996 (2.743426127093179) | > loss_kl: 1.574028730392456 (1.7258731041635786) | > loss_feat: 7.278375625610352 (8.146279824631552) | > loss_mel: 11.865558624267578 (13.063225635460444) | > loss_duration: 1.6652569770812988 (1.6768367801393782) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.927486419677734 (27.355641518320358) | > grad_norm_1: tensor(450.8725, device='cuda:0') (tensor(451.0188, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8231 (0.8532442365373883) | > loader_time: 0.0116 (0.010538003274372645)  --> TIME: 2025-05-10 16:52:03 -- STEP: 162/725 -- GLOBAL_STEP: 257000 | > loss_disc: 2.36083984375 (2.212956110636395) | > loss_disc_real_0: 0.1407608687877655 (0.1402668560636632) | > loss_disc_real_1: 0.20751729607582092 (0.19077593778018603) | > loss_disc_real_2: 0.21219301223754883 (0.19048866684790006) | > loss_disc_real_3: 0.20244768261909485 (0.20640260891781914) | > loss_disc_real_4: 0.1811365932226181 (0.19637696592160214) | > loss_disc_real_5: 0.2242928296327591 (0.2057520051797231) | > loss_0: 2.36083984375 (2.212956110636395) | > grad_norm_0: tensor(19.2753, device='cuda:0') (tensor(23.8541, device='cuda:0')) | > loss_gen: 2.4745125770568848 (2.752246028111305) | > loss_kl: 1.7773815393447876 (1.7274588184592166) | > loss_feat: 6.555667400360107 (8.172945584779903) | > loss_mel: 11.073533058166504 (13.012025356292721) | > loss_duration: 1.6295007467269897 (1.6773497263590496) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.510595321655273 (27.342025533134567) | > grad_norm_1: tensor(521.8236, device='cuda:0') (tensor(459.7560, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.833 (0.8500321249902985) | > loader_time: 0.0104 (0.010449187255200039) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_257000.pth  --> TIME: 2025-05-10 16:52:49 -- STEP: 212/725 -- GLOBAL_STEP: 257050 | > loss_disc: 2.21579647064209 (2.2138541520766495) | > loss_disc_real_0: 0.14681655168533325 (0.1396524636953507) | > loss_disc_real_1: 0.18950238823890686 (0.19117446827157492) | > loss_disc_real_2: 0.18985676765441895 (0.1903949806572131) | > loss_disc_real_3: 0.18794703483581543 (0.20621767949383213) | > loss_disc_real_4: 0.25132280588150024 (0.19667999010603382) | > loss_disc_real_5: 0.2271088808774948 (0.20592126355699772) | > loss_0: 2.21579647064209 (2.2138541520766495) | > grad_norm_0: tensor(11.2829, device='cuda:0') (tensor(22.6731, device='cuda:0')) | > loss_gen: 2.839787244796753 (2.7476444491800276) | > loss_kl: 1.4900211095809937 (1.7121009039428998) | > loss_feat: 8.378150939941406 (8.152275470067874) | > loss_mel: 12.928309440612793 (13.002908189341705) | > loss_duration: 1.6886706352233887 (1.677617240064549) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.324939727783203 (27.29254627227784) | > grad_norm_1: tensor(460.9622, device='cuda:0') (tensor(457.1626, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8535 (0.8520599018852666) | > loader_time: 0.01 (0.010595537581533754)  --> TIME: 2025-05-10 16:53:32 -- STEP: 262/725 -- GLOBAL_STEP: 257100 | > loss_disc: 2.164205312728882 (2.216539521708744) | > loss_disc_real_0: 0.1554507464170456 (0.1401050409287897) | > loss_disc_real_1: 0.1952204406261444 (0.19143258074995217) | > loss_disc_real_2: 0.18885980546474457 (0.19011886031118055) | > loss_disc_real_3: 0.18925608694553375 (0.20641212296167402) | > loss_disc_real_4: 0.2021717131137848 (0.19687844972119076) | > loss_disc_real_5: 0.20822274684906006 (0.2065341347501478) | > loss_0: 2.164205312728882 (2.216539521708744) | > grad_norm_0: tensor(31.7192, device='cuda:0') (tensor(22.3263, device='cuda:0')) | > loss_gen: 2.90523362159729 (2.743149070339349) | > loss_kl: 1.885015845298767 (1.7053715582112319) | > loss_feat: 8.199298858642578 (8.121755807454356) | > loss_mel: 13.400224685668945 (13.00532211784188) | > loss_duration: 1.669771432876587 (1.6782942009336166) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.05954360961914 (27.2538927602404) | > grad_norm_1: tensor(693.0790, device='cuda:0') (tensor(455.5690, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.877 (0.8521561022023209) | > loader_time: 0.0175 (0.010747306219494069)  --> TIME: 2025-05-10 16:54:15 -- STEP: 312/725 -- GLOBAL_STEP: 257150 | > loss_disc: 2.315051555633545 (2.2165080809440365) | > loss_disc_real_0: 0.14096200466156006 (0.14049821258641979) | > loss_disc_real_1: 0.19550228118896484 (0.19139555039314124) | > loss_disc_real_2: 0.18925349414348602 (0.19033807420577764) | > loss_disc_real_3: 0.21886596083641052 (0.20626564042117346) | > loss_disc_real_4: 0.2114294469356537 (0.19703519936555464) | > loss_disc_real_5: 0.1864168345928192 (0.20606340104952836) | > loss_0: 2.315051555633545 (2.2165080809440365) | > grad_norm_0: tensor(20.5628, device='cuda:0') (tensor(22.6944, device='cuda:0')) | > loss_gen: 2.481541633605957 (2.7459635688708386) | > loss_kl: 1.8271687030792236 (1.7026250645136225) | > loss_feat: 7.107860088348389 (8.138600840018352) | > loss_mel: 11.871383666992188 (13.023886940418139) | > loss_duration: 1.6734960079193115 (1.6776185864821456) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.961448669433594 (27.288695017496746) | > grad_norm_1: tensor(595.3148, device='cuda:0') (tensor(458.9595, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8273 (0.851277245925023) | > loader_time: 0.0119 (0.010909243271901058)  --> TIME: 2025-05-10 16:54:59 -- STEP: 362/725 -- GLOBAL_STEP: 257200 | > loss_disc: 2.2037620544433594 (2.212878668176534) | > loss_disc_real_0: 0.11840956658124924 (0.13987696185214102) | > loss_disc_real_1: 0.19367603957653046 (0.1914568403066851) | > loss_disc_real_2: 0.17950093746185303 (0.18987593931552463) | > loss_disc_real_3: 0.2400446981191635 (0.20597108325905558) | > loss_disc_real_4: 0.20413167774677277 (0.1969779387363412) | > loss_disc_real_5: 0.2022808939218521 (0.2056939870695383) | > loss_0: 2.2037620544433594 (2.212878668176534) | > grad_norm_0: tensor(13.2975, device='cuda:0') (tensor(22.7942, device='cuda:0')) | > loss_gen: 2.784227132797241 (2.7510230798089044) | > loss_kl: 1.9395209550857544 (1.7037339095252657) | > loss_feat: 8.247015953063965 (8.17304183633288) | > loss_mel: 13.63656234741211 (13.066073923479781) | > loss_duration: 1.6132419109344482 (1.6766500802329887) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.22056770324707 (27.37052284683312) | > grad_norm_1: tensor(116.7113, device='cuda:0') (tensor(463.1356, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8417 (0.8514816780775292) | > loader_time: 0.0121 (0.011000369135187473)  --> TIME: 2025-05-10 16:55:42 -- STEP: 412/725 -- GLOBAL_STEP: 257250 | > loss_disc: 2.4215593338012695 (2.213579837268996) | > loss_disc_real_0: 0.11595843732357025 (0.1402757101086448) | > loss_disc_real_1: 0.22339153289794922 (0.19171488936086303) | > loss_disc_real_2: 0.20005697011947632 (0.1894509425947389) | > loss_disc_real_3: 0.20813032984733582 (0.20577509542113365) | > loss_disc_real_4: 0.23174715042114258 (0.19681388841381345) | > loss_disc_real_5: 0.21582894027233124 (0.20594489946961403) | > loss_0: 2.4215593338012695 (2.213579837268996) | > grad_norm_0: tensor(8.1785, device='cuda:0') (tensor(22.9565, device='cuda:0')) | > loss_gen: 2.418278932571411 (2.7514100323602992) | > loss_kl: 1.6200978755950928 (1.7014119711894435) | > loss_feat: 6.979149341583252 (8.161192216919464) | > loss_mel: 10.679244995117188 (13.065743613011625) | > loss_duration: 1.6901767253875732 (1.6772326317805686) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.386947631835938 (27.356990471626947) | > grad_norm_1: tensor(57.7529, device='cuda:0') (tensor(458.1751, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.858 (0.8511837720870972) | > loader_time: 0.0117 (0.011078185248143463)  --> TIME: 2025-05-10 16:56:25 -- STEP: 462/725 -- GLOBAL_STEP: 257300 | > loss_disc: 2.251286506652832 (2.2130782849344843) | > loss_disc_real_0: 0.17193955183029175 (0.14018549325017185) | > loss_disc_real_1: 0.20690014958381653 (0.1918212090864842) | > loss_disc_real_2: 0.1913587898015976 (0.18966251060173114) | > loss_disc_real_3: 0.20031112432479858 (0.20557414762901535) | > loss_disc_real_4: 0.17642639577388763 (0.19638666436398694) | > loss_disc_real_5: 0.20221322774887085 (0.20621625808152286) | > loss_0: 2.251286506652832 (2.2130782849344843) | > grad_norm_0: tensor(23.3786, device='cuda:0') (tensor(22.5221, device='cuda:0')) | > loss_gen: 2.6789567470550537 (2.7499087512235105) | > loss_kl: 1.8365651369094849 (1.7001707631272158) | > loss_feat: 7.417562007904053 (8.163918640706443) | > loss_mel: 12.696154594421387 (13.064854295738844) | > loss_duration: 1.7109761238098145 (1.677070286882904) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.3402156829834 (27.355922740259214) | > grad_norm_1: tensor(375.2205, device='cuda:0') (tensor(456.5044, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.7875 (0.8502665242075405) | > loader_time: 0.0098 (0.011082918612987963)  --> TIME: 2025-05-10 16:57:08 -- STEP: 512/725 -- GLOBAL_STEP: 257350 | > loss_disc: 2.2069313526153564 (2.213844519807025) | > loss_disc_real_0: 0.12222805619239807 (0.14032559416955337) | > loss_disc_real_1: 0.22127769887447357 (0.1918281765829306) | > loss_disc_real_2: 0.20703727006912231 (0.18974092882126575) | > loss_disc_real_3: 0.2032128870487213 (0.2053978068870492) | > loss_disc_real_4: 0.1959327757358551 (0.19689198595006013) | > loss_disc_real_5: 0.21395179629325867 (0.2060435287130531) | > loss_0: 2.2069313526153564 (2.213844519807025) | > grad_norm_0: tensor(20.5403, device='cuda:0') (tensor(22.6648, device='cuda:0')) | > loss_gen: 2.8204426765441895 (2.7490239939652383) | > loss_kl: 1.8392024040222168 (1.7041152918245646) | > loss_feat: 7.418107032775879 (8.156788155436516) | > loss_mel: 12.21908187866211 (13.057016341015693) | > loss_duration: 1.6415150165557861 (1.6780353204812852) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.9383487701416 (27.344979096204042) | > grad_norm_1: tensor(494.7089, device='cuda:0') (tensor(452.8394, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8407 (0.8498645545914769) | > loader_time: 0.0151 (0.011194559279829262)  --> TIME: 2025-05-10 16:57:51 -- STEP: 562/725 -- GLOBAL_STEP: 257400 | > loss_disc: 2.1445508003234863 (2.212811471516551) | > loss_disc_real_0: 0.18220971524715424 (0.14006656714552662) | > loss_disc_real_1: 0.16788849234580994 (0.1917919781443487) | > loss_disc_real_2: 0.17778007686138153 (0.189781305257536) | > loss_disc_real_3: 0.17452089488506317 (0.20514970938293953) | > loss_disc_real_4: 0.17744779586791992 (0.1968518445977536) | > loss_disc_real_5: 0.20443281531333923 (0.20586227347205965) | > loss_0: 2.1445508003234863 (2.212811471516551) | > grad_norm_0: tensor(23.9201, device='cuda:0') (tensor(22.5555, device='cuda:0')) | > loss_gen: 2.9464938640594482 (2.7510826294956683) | > loss_kl: 1.802582025527954 (1.7063402402019163) | > loss_feat: 8.462857246398926 (8.166358504855333) | > loss_mel: 12.506307601928711 (13.06909133361327) | > loss_duration: 1.650785207748413 (1.678028013782569) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.36902618408203 (27.370900717494326) | > grad_norm_1: tensor(366.4441, device='cuda:0') (tensor(452.4582, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.889 (0.849240382795232) | > loader_time: 0.0119 (0.011238715402596359)  --> TIME: 2025-05-10 16:58:35 -- STEP: 612/725 -- GLOBAL_STEP: 257450 | > loss_disc: 1.9469773769378662 (2.2125140227913085) | > loss_disc_real_0: 0.08082606643438339 (0.14031051882098303) | > loss_disc_real_1: 0.17363107204437256 (0.191895743016324) | > loss_disc_real_2: 0.19348502159118652 (0.189844409576039) | > loss_disc_real_3: 0.17116881906986237 (0.20516710932932636) | > loss_disc_real_4: 0.1746726781129837 (0.1968564669193785) | > loss_disc_real_5: 0.20732231438159943 (0.2055780282061475) | > loss_0: 1.9469773769378662 (2.2125140227913085) | > grad_norm_0: tensor(31.3106, device='cuda:0') (tensor(22.9349, device='cuda:0')) | > loss_gen: 3.0913233757019043 (2.7540287024834584) | > loss_kl: 1.7135226726531982 (1.7083072825974108) | > loss_feat: 10.944411277770996 (8.179026715895702) | > loss_mel: 15.95983600616455 (13.08234221950855) | > loss_duration: 1.6239413022994995 (1.6778302321247025) | > amp_scaler: 256.0 (258.09150326797396) | > loss_1: 33.33303451538086 (27.40153514949325) | > grad_norm_1: tensor(606.8635, device='cuda:0') (tensor(451.5900, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.825 (0.8496681214158052) | > loader_time: 0.0134 (0.011272183820313095)  --> TIME: 2025-05-10 16:59:18 -- STEP: 662/725 -- GLOBAL_STEP: 257500 | > loss_disc: 2.2396929264068604 (2.2106754994104305) | > loss_disc_real_0: 0.14100989699363708 (0.1400919481886837) | > loss_disc_real_1: 0.20091627538204193 (0.19158898921981687) | > loss_disc_real_2: 0.18728870153427124 (0.1897089493958973) | > loss_disc_real_3: 0.1999541074037552 (0.20504014112978175) | > loss_disc_real_4: 0.19585122168064117 (0.1967020113122427) | > loss_disc_real_5: 0.18996630609035492 (0.205493976927596) | > loss_0: 2.2396929264068604 (2.2106754994104305) | > grad_norm_0: tensor(16.5992, device='cuda:0') (tensor(22.9088, device='cuda:0')) | > loss_gen: 2.6622631549835205 (2.7560031410430508) | > loss_kl: 1.798504114151001 (1.7136400459036005) | > loss_feat: 8.166160583496094 (8.192902078081106) | > loss_mel: 13.482437133789062 (13.095880751883513) | > loss_duration: 1.6998947858810425 (1.678342139973021) | > amp_scaler: 256.0 (257.93353474320236) | > loss_1: 27.80925941467285 (27.436768151482067) | > grad_norm_1: tensor(483.5627, device='cuda:0') (tensor(448.4406, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8677 (0.850159132948815) | > loader_time: 0.0118 (0.011287466636957351)  --> TIME: 2025-05-10 17:00:01 -- STEP: 712/725 -- GLOBAL_STEP: 257550 | > loss_disc: 2.0696914196014404 (2.211177315102536) | > loss_disc_real_0: 0.11449602246284485 (0.13990249383273753) | > loss_disc_real_1: 0.1761174499988556 (0.1915443470555076) | > loss_disc_real_2: 0.1882251352071762 (0.18985267253487975) | > loss_disc_real_3: 0.18093428015708923 (0.20506671420560116) | > loss_disc_real_4: 0.17287732660770416 (0.1966639364117317) | > loss_disc_real_5: 0.18600860238075256 (0.20590330455242925) | > loss_0: 2.0696914196014404 (2.211177315102536) | > grad_norm_0: tensor(33.0522, device='cuda:0') (tensor(22.8001, device='cuda:0')) | > loss_gen: 2.807737112045288 (2.7545423732045005) | > loss_kl: 1.7352982759475708 (1.7172132931398543) | > loss_feat: 9.084782600402832 (8.187198733345845) | > loss_mel: 14.78956413269043 (13.097874599896118) | > loss_duration: 1.6824281215667725 (1.6781250330504407) | > amp_scaler: 256.0 (257.7977528089887) | > loss_1: 30.099811553955078 (27.43495402979047) | > grad_norm_1: tensor(759.0646, device='cuda:0') (tensor(447.7450, device='cuda:0')) | > current_lr_0: 0.0001928552857566921 | > current_lr_1: 0.0001928552857566921 | > step_time: 0.8126 (0.8500078521417768) | > loader_time: 0.0131 (0.01130925939324196)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.490800380706787 (2.490800380706787) | > loss_disc_real_0: 0.31024858355522156 (0.31024858355522156) | > loss_disc_real_1: 0.2289017140865326 (0.2289017140865326) | > loss_disc_real_2: 0.25418171286582947 (0.25418171286582947) | > loss_disc_real_3: 0.2794434130191803 (0.2794434130191803) | > loss_disc_real_4: 0.29221391677856445 (0.29221391677856445) | > loss_disc_real_5: 0.30081653594970703 (0.30081653594970703) | > loss_0: 2.490800380706787 (2.490800380706787) | > loss_gen: 3.3912301063537598 (3.3912301063537598) | > loss_kl: 2.136058807373047 (2.136058807373047) | > loss_feat: 8.195859909057617 (8.195859909057617) | > loss_mel: 14.345097541809082 (14.345097541809082) | > loss_duration: 1.7053743600845337 (1.7053743600845337) | > loss_1: 29.77362060546875 (29.77362060546875)  --> STEP: 1 | > loss_disc: 2.4714102745056152 (2.4714102745056152) | > loss_disc_real_0: 0.3168168067932129 (0.3168168067932129) | > loss_disc_real_1: 0.22991560399532318 (0.22991560399532318) | > loss_disc_real_2: 0.276401162147522 (0.276401162147522) | > loss_disc_real_3: 0.2608291506767273 (0.2608291506767273) | > loss_disc_real_4: 0.2623046338558197 (0.2623046338558197) | > loss_disc_real_5: 0.2857622802257538 (0.2857622802257538) | > loss_0: 2.4714102745056152 (2.4714102745056152) | > loss_gen: 3.347355365753174 (3.347355365753174) | > loss_kl: 2.040543556213379 (2.040543556213379) | > loss_feat: 7.398183345794678 (7.398183345794678) | > loss_mel: 13.957908630371094 (13.957908630371094) | > loss_duration: 1.8223706483840942 (1.8223706483840942) | > loss_1: 28.566360473632812 (28.566360473632812)  --> STEP: 2 | > loss_disc: 2.457407236099243 (2.464408755302429) | > loss_disc_real_0: 0.31602242588996887 (0.3164196163415909) | > loss_disc_real_1: 0.23352305591106415 (0.23171932995319366) | > loss_disc_real_2: 0.260212779045105 (0.2683069705963135) | > loss_disc_real_3: 0.28029686212539673 (0.270563006401062) | > loss_disc_real_4: 0.29180896282196045 (0.2770567983388901) | > loss_disc_real_5: 0.2748536765575409 (0.28030797839164734) | > loss_0: 2.457407236099243 (2.464408755302429) | > loss_gen: 3.4426112174987793 (3.3949832916259766) | > loss_kl: 1.8881181478500366 (1.9643308520317078) | > loss_feat: 8.438382148742676 (7.918282747268677) | > loss_mel: 13.994153022766113 (13.976030826568604) | > loss_duration: 1.8409245014190674 (1.8316475749015808) | > loss_1: 29.604188919067383 (29.085274696350098)  --> STEP: 3 | > loss_disc: 2.4157071113586426 (2.4481748739878335) | > loss_disc_real_0: 0.2614494264125824 (0.29809621969858807) | > loss_disc_real_1: 0.2515629231929779 (0.23833386103312174) | > loss_disc_real_2: 0.24796992540359497 (0.261527955532074) | > loss_disc_real_3: 0.25582337379455566 (0.26564979553222656) | > loss_disc_real_4: 0.27250316739082336 (0.27553892135620117) | > loss_disc_real_5: 0.2842680811882019 (0.2816280126571655) | > loss_0: 2.4157071113586426 (2.4481748739878335) | > loss_gen: 3.3715808391571045 (3.3871824741363525) | > loss_kl: 1.9107580184936523 (1.946473240852356) | > loss_feat: 8.042095184326172 (7.959553559621175) | > loss_mel: 14.252089500427246 (14.068050384521484) | > loss_duration: 1.818225622177124 (1.8271735906600952) | > loss_1: 29.39474868774414 (29.188432693481445)  --> STEP: 4 | > loss_disc: 2.457425594329834 (2.4504875540733337) | > loss_disc_real_0: 0.26557764410972595 (0.28996657580137253) | > loss_disc_real_1: 0.25167447328567505 (0.24166901409626007) | > loss_disc_real_2: 0.21803654730319977 (0.2506551034748554) | > loss_disc_real_3: 0.27101197838783264 (0.2669903412461281) | > loss_disc_real_4: 0.2620624303817749 (0.2721697986125946) | > loss_disc_real_5: 0.2984449863433838 (0.2858322560787201) | > loss_0: 2.457425594329834 (2.4504875540733337) | > loss_gen: 3.2717206478118896 (3.358317017555237) | > loss_kl: 2.155808210372925 (1.9988069832324982) | > loss_feat: 7.037661075592041 (7.729080438613892) | > loss_mel: 13.415303230285645 (13.904863595962524) | > loss_duration: 1.7727065086364746 (1.81355682015419) | > loss_1: 27.653200149536133 (28.804624557495117) --> EVAL PERFORMANCE | > avg_loader_time: 0.28466081619262695 (-0.0038382411003112793) | > avg_loss_disc: 2.4504875540733337 (+0.17889893054962158) | > avg_loss_disc_real_0: 0.28996657580137253 (+0.12046954035758972) | > avg_loss_disc_real_1: 0.24166901409626007 (+0.08419856056571007) | > avg_loss_disc_real_2: 0.2506551034748554 (+0.0940193459391594) | > avg_loss_disc_real_3: 0.2669903412461281 (+0.08414621278643608) | > avg_loss_disc_real_4: 0.2721697986125946 (+0.06830665096640587) | > avg_loss_disc_real_5: 0.2858322560787201 (+0.07408903911709785) | > avg_loss_0: 2.4504875540733337 (+0.17889893054962158) | > avg_loss_gen: 3.358317017555237 (+0.9345310926437378) | > avg_loss_kl: 1.9988069832324982 (-0.02399042248725891) | > avg_loss_feat: 7.729080438613892 (-0.7378401756286621) | > avg_loss_mel: 13.904863595962524 (+0.41145849227905273) | > avg_loss_duration: 1.81355682015419 (+0.009968072175979614) | > avg_loss_1: 28.804624557495117 (+0.5941267013549805)  > EPOCH: 292/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 17:00:18)   --> TIME: 2025-05-10 17:00:52 -- STEP: 37/725 -- GLOBAL_STEP: 257600 | > loss_disc: 2.2419230937957764 (2.20538186382603) | > loss_disc_real_0: 0.11821746826171875 (0.1403139414819511) | > loss_disc_real_1: 0.1872139722108841 (0.19185939511737307) | > loss_disc_real_2: 0.20191960036754608 (0.1889964652222556) | > loss_disc_real_3: 0.187482088804245 (0.20534328592790138) | > loss_disc_real_4: 0.19108706712722778 (0.19900668754770948) | > loss_disc_real_5: 0.2213355302810669 (0.20750170664207354) | > loss_0: 2.2419230937957764 (2.20538186382603) | > grad_norm_0: tensor(24.0350, device='cuda:0') (tensor(24.1689, device='cuda:0')) | > loss_gen: 2.6270275115966797 (2.7831337258622453) | > loss_kl: 1.6310744285583496 (1.7127629454071458) | > loss_feat: 7.6350789070129395 (8.33748249105505) | > loss_mel: 12.411922454833984 (13.619895290684056) | > loss_duration: 1.6824127435684204 (1.6782488210781201) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.987516403198242 (28.13152349317396) | > grad_norm_1: tensor(481.8317, device='cuda:0') (tensor(475.1763, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8547 (0.8357613151137894) | > loader_time: 0.0099 (0.010361980747532201)  --> TIME: 2025-05-10 17:01:35 -- STEP: 87/725 -- GLOBAL_STEP: 257650 | > loss_disc: 2.2652504444122314 (2.212006366115877) | > loss_disc_real_0: 0.16022370755672455 (0.1393745499609531) | > loss_disc_real_1: 0.2009085714817047 (0.19222700287555822) | > loss_disc_real_2: 0.20163895189762115 (0.19053257881909952) | > loss_disc_real_3: 0.22627364099025726 (0.20396140885764155) | > loss_disc_real_4: 0.189046710729599 (0.19826831608668136) | > loss_disc_real_5: 0.20540153980255127 (0.2062073755880882) | > loss_0: 2.2652504444122314 (2.212006366115877) | > grad_norm_0: tensor(26.7530, device='cuda:0') (tensor(21.4164, device='cuda:0')) | > loss_gen: 2.730039358139038 (2.761298815409342) | > loss_kl: 1.7871886491775513 (1.7339619589948105) | > loss_feat: 7.647223472595215 (8.256460655694724) | > loss_mel: 12.078995704650879 (13.368013162722534) | > loss_duration: 1.6526625156402588 (1.6794008400248386) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.89611053466797 (27.799135449288904) | > grad_norm_1: tensor(519.2121, device='cuda:0') (tensor(452.9001, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8086 (0.8360554349833521) | > loader_time: 0.01 (0.01011154021339855)  --> TIME: 2025-05-10 17:02:17 -- STEP: 137/725 -- GLOBAL_STEP: 257700 | > loss_disc: 2.1721787452697754 (2.2037265509584523) | > loss_disc_real_0: 0.11242267489433289 (0.1392000464953645) | > loss_disc_real_1: 0.19085420668125153 (0.19138052026285743) | > loss_disc_real_2: 0.16726726293563843 (0.1888541050635985) | > loss_disc_real_3: 0.18721361458301544 (0.20396550413030776) | > loss_disc_real_4: 0.21122735738754272 (0.19780814549783718) | > loss_disc_real_5: 0.1998542845249176 (0.20489099371607286) | > loss_0: 2.1721787452697754 (2.2037265509584523) | > grad_norm_0: tensor(14.6840, device='cuda:0') (tensor(22.0599, device='cuda:0')) | > loss_gen: 2.688319444656372 (2.7705461891898273) | > loss_kl: 1.7122437953948975 (1.719888635795482) | > loss_feat: 7.929217338562012 (8.314617675586339) | > loss_mel: 11.996341705322266 (13.32238017729599) | > loss_duration: 1.6577346324920654 (1.6785690619127596) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.983856201171875 (27.806001704974765) | > grad_norm_1: tensor(376.3914, device='cuda:0') (tensor(454.6968, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.812 (0.8373145065168395) | > loader_time: 0.0111 (0.010150780642989778)  --> TIME: 2025-05-10 17:03:00 -- STEP: 187/725 -- GLOBAL_STEP: 257750 | > loss_disc: 2.3426215648651123 (2.1998040688866594) | > loss_disc_real_0: 0.14852489531040192 (0.13933219840341712) | > loss_disc_real_1: 0.2100464403629303 (0.19123017883555782) | > loss_disc_real_2: 0.22781862318515778 (0.18860182564526326) | > loss_disc_real_3: 0.20794722437858582 (0.20401582687615066) | > loss_disc_real_4: 0.22091998159885406 (0.19690713533424434) | > loss_disc_real_5: 0.2069888710975647 (0.20392582920145866) | > loss_0: 2.3426215648651123 (2.1998040688866594) | > grad_norm_0: tensor(13.5663, device='cuda:0') (tensor(22.8835, device='cuda:0')) | > loss_gen: 2.567385673522949 (2.781354859551007) | > loss_kl: 1.8156808614730835 (1.7164396621326712) | > loss_feat: 7.143349647521973 (8.346775360923397) | > loss_mel: 11.6776704788208 (13.319594556635076) | > loss_duration: 1.681391716003418 (1.6792645887895064) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.885478973388672 (27.843428984045346) | > grad_norm_1: tensor(395.7811, device='cuda:0') (tensor(455.7221, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8436 (0.8382301483562288) | > loader_time: 0.0098 (0.010384231965172101)  --> TIME: 2025-05-10 17:03:43 -- STEP: 237/725 -- GLOBAL_STEP: 257800 | > loss_disc: 2.196265697479248 (2.201632157156738) | > loss_disc_real_0: 0.12676724791526794 (0.13924100372610218) | > loss_disc_real_1: 0.1910087913274765 (0.19161960721518928) | > loss_disc_real_2: 0.18027621507644653 (0.1884407325007242) | > loss_disc_real_3: 0.20634083449840546 (0.20373496469817579) | > loss_disc_real_4: 0.20017631351947784 (0.19720514653101245) | > loss_disc_real_5: 0.22032764554023743 (0.20452660862906577) | > loss_0: 2.196265697479248 (2.201632157156738) | > grad_norm_0: tensor(12.1680, device='cuda:0') (tensor(22.0850, device='cuda:0')) | > loss_gen: 2.7630717754364014 (2.7748202583457857) | > loss_kl: 1.9000098705291748 (1.723313370334448) | > loss_feat: 7.845071315765381 (8.304798057813683) | > loss_mel: 13.524663925170898 (13.236169847255015) | > loss_duration: 1.6590487957000732 (1.678973315637323) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.691864013671875 (27.718074854919177) | > grad_norm_1: tensor(469.4527, device='cuda:0') (tensor(447.8851, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8029 (0.8394201244483015) | > loader_time: 0.0097 (0.010371127712072704)  --> TIME: 2025-05-10 17:04:26 -- STEP: 287/725 -- GLOBAL_STEP: 257850 | > loss_disc: 2.292067527770996 (2.200892318416555) | > loss_disc_real_0: 0.14946377277374268 (0.1388811759832429) | > loss_disc_real_1: 0.20005014538764954 (0.19121061753520568) | > loss_disc_real_2: 0.21675807237625122 (0.1884191509738617) | > loss_disc_real_3: 0.20639532804489136 (0.20395790336439412) | > loss_disc_real_4: 0.24627943336963654 (0.19748163633437935) | > loss_disc_real_5: 0.18033288419246674 (0.20395332756565837) | > loss_0: 2.292067527770996 (2.200892318416555) | > grad_norm_0: tensor(21.9892, device='cuda:0') (tensor(22.4315, device='cuda:0')) | > loss_gen: 2.693521022796631 (2.7759824264340285) | > loss_kl: 1.8006091117858887 (1.7244105837486345) | > loss_feat: 7.259943962097168 (8.293647074948618) | > loss_mel: 12.109026908874512 (13.218158961173135) | > loss_duration: 1.6796607971191406 (1.6787911844585837) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.542760848999023 (27.69099020210292) | > grad_norm_1: tensor(116.4949, device='cuda:0') (tensor(455.7182, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8081 (0.8389043450770896) | > loader_time: 0.0101 (0.010425136479766525)  --> TIME: 2025-05-10 17:05:10 -- STEP: 337/725 -- GLOBAL_STEP: 257900 | > loss_disc: 2.0745322704315186 (2.1983497224151205) | > loss_disc_real_0: 0.11218997836112976 (0.13879778598730938) | > loss_disc_real_1: 0.22516335546970367 (0.19083984576453086) | > loss_disc_real_2: 0.17898911237716675 (0.18811290996364743) | > loss_disc_real_3: 0.17865608632564545 (0.2037136928794645) | > loss_disc_real_4: 0.1763557344675064 (0.19709851157240765) | > loss_disc_real_5: 0.20591305196285248 (0.20426560796863602) | > loss_0: 2.0745322704315186 (2.1983497224151205) | > grad_norm_0: tensor(23.9639, device='cuda:0') (tensor(22.3373, device='cuda:0')) | > loss_gen: 3.053502321243286 (2.776779977787144) | > loss_kl: 1.7373182773590088 (1.723050188593765) | > loss_feat: 9.442899703979492 (8.319183278862024) | > loss_mel: 14.550164222717285 (13.230498073362808) | > loss_duration: 1.6532881259918213 (1.6780007221578497) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.437171936035156 (27.72751226340274) | > grad_norm_1: tensor(765.0855, device='cuda:0') (tensor(454.8181, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8958 (0.8428282539639346) | > loader_time: 0.0101 (0.01042913258606319)  --> TIME: 2025-05-10 17:05:53 -- STEP: 387/725 -- GLOBAL_STEP: 257950 | > loss_disc: 2.2881038188934326 (2.1986945485575857) | > loss_disc_real_0: 0.21835291385650635 (0.1384729965173613) | > loss_disc_real_1: 0.18027345836162567 (0.19076936312732154) | > loss_disc_real_2: 0.22989550232887268 (0.18834170032995307) | > loss_disc_real_3: 0.2304680198431015 (0.20394028542269715) | > loss_disc_real_4: 0.18352042138576508 (0.1970445049748556) | > loss_disc_real_5: 0.2155233770608902 (0.2044455151071228) | > loss_0: 2.2881038188934326 (2.1986945485575857) | > grad_norm_0: tensor(24.6999, device='cuda:0') (tensor(22.1940, device='cuda:0')) | > loss_gen: 2.809427261352539 (2.7770069951542906) | > loss_kl: 1.6034568548202515 (1.7234626580270376) | > loss_feat: 7.278767108917236 (8.313035655699338) | > loss_mel: 12.416008949279785 (13.229728176304228) | > loss_duration: 1.737377405166626 (1.6776562189871032) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.84503746032715 (27.720889719881754) | > grad_norm_1: tensor(391.2555, device='cuda:0') (tensor(454.6361, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8794 (0.8444434703166479) | > loader_time: 0.0131 (0.010494307954181997)  --> TIME: 2025-05-10 17:06:37 -- STEP: 437/725 -- GLOBAL_STEP: 258000 | > loss_disc: 2.208125114440918 (2.202076757254263) | > loss_disc_real_0: 0.13197647035121918 (0.1387075031649328) | > loss_disc_real_1: 0.15805351734161377 (0.1909407551146754) | > loss_disc_real_2: 0.16166186332702637 (0.1885567327931489) | > loss_disc_real_3: 0.21511413156986237 (0.20403599814091988) | > loss_disc_real_4: 0.19073259830474854 (0.19730900889539607) | > loss_disc_real_5: 0.2261301577091217 (0.204949735981376) | > loss_0: 2.208125114440918 (2.202076757254263) | > grad_norm_0: tensor(39.7513, device='cuda:0') (tensor(22.2074, device='cuda:0')) | > loss_gen: 2.7528727054595947 (2.774436472209696) | > loss_kl: 1.814794898033142 (1.721899198449176) | > loss_feat: 7.9590678215026855 (8.301508547785078) | > loss_mel: 12.65638542175293 (13.206346723525966) | > loss_duration: 1.6467019319534302 (1.6772444930174808) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.829822540283203 (27.681435469358956) | > grad_norm_1: tensor(527.3422, device='cuda:0') (tensor(451.2679, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8955 (0.8452911720668697) | > loader_time: 0.01 (0.010545369416679889) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_258000.pth  --> TIME: 2025-05-10 17:07:22 -- STEP: 487/725 -- GLOBAL_STEP: 258050 | > loss_disc: 2.2642359733581543 (2.2040291863055685) | > loss_disc_real_0: 0.1729559749364853 (0.13896266979909278) | > loss_disc_real_1: 0.20613330602645874 (0.19109313196102942) | > loss_disc_real_2: 0.1744297295808792 (0.18878512460837862) | > loss_disc_real_3: 0.1923096776008606 (0.20425678899767946) | > loss_disc_real_4: 0.1957842856645584 (0.19732788407092708) | > loss_disc_real_5: 0.22782181203365326 (0.20517404490672586) | > loss_0: 2.2642359733581543 (2.2040291863055685) | > grad_norm_0: tensor(27.0853, device='cuda:0') (tensor(21.9104, device='cuda:0')) | > loss_gen: 2.7820327281951904 (2.7713345335739112) | > loss_kl: 1.7074538469314575 (1.7179791418189139) | > loss_feat: 8.097095489501953 (8.288198298742143) | > loss_mel: 12.728137016296387 (13.189702402150116) | > loss_duration: 1.671860694885254 (1.677571720655939) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.98657989501953 (27.64478609840973) | > grad_norm_1: tensor(483.8360, device='cuda:0') (tensor(445.2396, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8087 (0.846060576135373) | > loader_time: 0.0116 (0.010625252243919294)  --> TIME: 2025-05-10 17:08:06 -- STEP: 537/725 -- GLOBAL_STEP: 258100 | > loss_disc: 2.1529178619384766 (2.2066204203795676) | > loss_disc_real_0: 0.11583425849676132 (0.13933504619800394) | > loss_disc_real_1: 0.16180378198623657 (0.1910446775137157) | > loss_disc_real_2: 0.18975111842155457 (0.1891954352236327) | > loss_disc_real_3: 0.22430890798568726 (0.20440378688012195) | > loss_disc_real_4: 0.187513530254364 (0.19733308011482098) | > loss_disc_real_5: 0.1580883413553238 (0.2053255496244857) | > loss_0: 2.1529178619384766 (2.2066204203795676) | > grad_norm_0: tensor(17.5579, device='cuda:0') (tensor(21.9074, device='cuda:0')) | > loss_gen: 2.7380990982055664 (2.7655179269708965) | > loss_kl: 1.5145982503890991 (1.715178046590567) | > loss_feat: 8.246674537658691 (8.258014033404583) | > loss_mel: 12.543561935424805 (13.1477684504049) | > loss_duration: 1.7236223220825195 (1.6782413709985038) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.766555786132812 (27.564719823485653) | > grad_norm_1: tensor(542.4868, device='cuda:0') (tensor(444.8176, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8548 (0.8464965291973376) | > loader_time: 0.0108 (0.010682712498101887)  --> TIME: 2025-05-10 17:08:50 -- STEP: 587/725 -- GLOBAL_STEP: 258150 | > loss_disc: 2.354290246963501 (2.206613263848288) | > loss_disc_real_0: 0.1146029606461525 (0.13936618254781785) | > loss_disc_real_1: 0.2107071429491043 (0.1910463523570276) | > loss_disc_real_2: 0.18686796724796295 (0.18906753717126798) | > loss_disc_real_3: 0.2074020951986313 (0.20454415011345015) | > loss_disc_real_4: 0.18561744689941406 (0.19717719148228885) | > loss_disc_real_5: 0.19551897048950195 (0.20529760955951892) | > loss_0: 2.354290246963501 (2.206613263848288) | > grad_norm_0: tensor(18.6259, device='cuda:0') (tensor(22.0686, device='cuda:0')) | > loss_gen: 2.429354667663574 (2.764187875354514) | > loss_kl: 1.7018662691116333 (1.7159670885823652) | > loss_feat: 6.19051456451416 (8.248927875921709) | > loss_mel: 10.582433700561523 (13.119772184849602) | > loss_duration: 1.675621747970581 (1.6776299214647417) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.579792022705078 (27.52648494596985) | > grad_norm_1: tensor(377.9944, device='cuda:0') (tensor(445.9208, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8662 (0.8480873570937719) | > loader_time: 0.0112 (0.010714980975123443)  --> TIME: 2025-05-10 17:09:33 -- STEP: 637/725 -- GLOBAL_STEP: 258200 | > loss_disc: 2.094616651535034 (2.207774852658367) | > loss_disc_real_0: 0.12569916248321533 (0.13952319735728408) | > loss_disc_real_1: 0.18448162078857422 (0.1911127101074394) | > loss_disc_real_2: 0.18761968612670898 (0.18905154083456302) | > loss_disc_real_3: 0.18241091072559357 (0.20482821493545536) | > loss_disc_real_4: 0.17723484337329865 (0.19715759930094143) | > loss_disc_real_5: 0.2151062935590744 (0.20562943565882918) | > loss_0: 2.094616651535034 (2.207774852658367) | > grad_norm_0: tensor(33.4347, device='cuda:0') (tensor(21.9030, device='cuda:0')) | > loss_gen: 2.970768928527832 (2.761805620822278) | > loss_kl: 1.7911322116851807 (1.7141921340577082) | > loss_feat: 9.740129470825195 (8.238936538786117) | > loss_mel: 13.683161735534668 (13.103077303109407) | > loss_duration: 1.6459929943084717 (1.6774806500978334) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.83118438720703 (27.49549223152772) | > grad_norm_1: tensor(625.5280, device='cuda:0') (tensor(442.4851, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8381 (0.8487763827786526) | > loader_time: 0.0117 (0.010798662760568373)  --> TIME: 2025-05-10 17:10:16 -- STEP: 687/725 -- GLOBAL_STEP: 258250 | > loss_disc: 2.1825551986694336 (2.2078313832720298) | > loss_disc_real_0: 0.09034352004528046 (0.13921261134149374) | > loss_disc_real_1: 0.19849075376987457 (0.1913031881900159) | > loss_disc_real_2: 0.1673985868692398 (0.18908630324503214) | > loss_disc_real_3: 0.1738801747560501 (0.20485077659549317) | > loss_disc_real_4: 0.16983047127723694 (0.1972351198937347) | > loss_disc_real_5: 0.1814967393875122 (0.20555169205825227) | > loss_0: 2.1825551986694336 (2.2078313832720298) | > grad_norm_0: tensor(32.7161, device='cuda:0') (tensor(22.1407, device='cuda:0')) | > loss_gen: 2.6852681636810303 (2.763709043311239) | > loss_kl: 1.6000521183013916 (1.7140421664350418) | > loss_feat: 8.632965087890625 (8.242278837567682) | > loss_mel: 13.784253120422363 (13.11314917374213) | > loss_duration: 1.6686357259750366 (1.6777179930060886) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.371173858642578 (27.510897210244707) | > grad_norm_1: tensor(453.8859, device='cuda:0') (tensor(444.4498, device='cuda:0')) | > current_lr_0: 0.0001928311788459725 | > current_lr_1: 0.0001928311788459725 | > step_time: 0.8656 (0.8483000020272865) | > loader_time: 0.0113 (0.010855486993359335)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.270833730697632 (2.270833730697632) | > loss_disc_real_0: 0.11275406181812286 (0.11275406181812286) | > loss_disc_real_1: 0.22528456151485443 (0.22528456151485443) | > loss_disc_real_2: 0.19873811304569244 (0.19873811304569244) | > loss_disc_real_3: 0.2628616690635681 (0.2628616690635681) | > loss_disc_real_4: 0.2500499486923218 (0.2500499486923218) | > loss_disc_real_5: 0.2451876997947693 (0.2451876997947693) | > loss_0: 2.270833730697632 (2.270833730697632) | > loss_gen: 2.8242805004119873 (2.8242805004119873) | > loss_kl: 2.3679680824279785 (2.3679680824279785) | > loss_feat: 7.889590263366699 (7.889590263366699) | > loss_mel: 13.64813232421875 (13.64813232421875) | > loss_duration: 1.6986994743347168 (1.6986994743347168) | > loss_1: 28.42867088317871 (28.42867088317871)  --> STEP: 1 | > loss_disc: 2.3274104595184326 (2.3274104595184326) | > loss_disc_real_0: 0.1181412860751152 (0.1181412860751152) | > loss_disc_real_1: 0.2202521562576294 (0.2202521562576294) | > loss_disc_real_2: 0.1953497678041458 (0.1953497678041458) | > loss_disc_real_3: 0.25304099917411804 (0.25304099917411804) | > loss_disc_real_4: 0.26795974373817444 (0.26795974373817444) | > loss_disc_real_5: 0.24933800101280212 (0.24933800101280212) | > loss_0: 2.3274104595184326 (2.3274104595184326) | > loss_gen: 2.8315956592559814 (2.8315956592559814) | > loss_kl: 2.364154577255249 (2.364154577255249) | > loss_feat: 7.833404541015625 (7.833404541015625) | > loss_mel: 13.182411193847656 (13.182411193847656) | > loss_duration: 1.779402256011963 (1.779402256011963) | > loss_1: 27.990968704223633 (27.990968704223633)  --> STEP: 2 | > loss_disc: 2.113156318664551 (2.2202833890914917) | > loss_disc_real_0: 0.10613128542900085 (0.11213628575205803) | > loss_disc_real_1: 0.19790048897266388 (0.20907632261514664) | > loss_disc_real_2: 0.1855812519788742 (0.19046550989151) | > loss_disc_real_3: 0.25338178873062134 (0.2532113939523697) | > loss_disc_real_4: 0.2328072041273117 (0.2503834739327431) | > loss_disc_real_5: 0.23021984100341797 (0.23977892100811005) | > loss_0: 2.113156318664551 (2.2202833890914917) | > loss_gen: 3.0524749755859375 (2.9420353174209595) | > loss_kl: 1.9549624919891357 (2.1595585346221924) | > loss_feat: 8.994892120361328 (8.414148330688477) | > loss_mel: 14.802987098693848 (13.992699146270752) | > loss_duration: 1.8418368101119995 (1.8106195330619812) | > loss_1: 30.647153854370117 (29.319061279296875)  --> STEP: 3 | > loss_disc: 2.438786029815674 (2.2931176026662192) | > loss_disc_real_0: 0.13662965595722198 (0.12030074248711269) | > loss_disc_real_1: 0.2524121403694153 (0.22352159519990286) | > loss_disc_real_2: 0.20968109369277954 (0.1968707044919332) | > loss_disc_real_3: 0.26776960492134094 (0.2580641309420268) | > loss_disc_real_4: 0.26024743914604187 (0.253671462337176) | > loss_disc_real_5: 0.26443612575531006 (0.24799798925717673) | > loss_0: 2.438786029815674 (2.2931176026662192) | > loss_gen: 2.747833728790283 (2.8773014545440674) | > loss_kl: 1.9825795888900757 (2.100565552711487) | > loss_feat: 6.744794845581055 (7.857697168986003) | > loss_mel: 11.813114166259766 (13.266170819600424) | > loss_duration: 1.812613606452942 (1.8112842241923015) | > loss_1: 25.100936889648438 (27.91301981608073)  --> STEP: 4 | > loss_disc: 2.2350006103515625 (2.278588354587555) | > loss_disc_real_0: 0.1052834615111351 (0.11654642224311829) | > loss_disc_real_1: 0.23793953657150269 (0.2271260805428028) | > loss_disc_real_2: 0.1902620643377304 (0.1952185444533825) | > loss_disc_real_3: 0.2703697681427002 (0.26114054024219513) | > loss_disc_real_4: 0.2542717456817627 (0.2538215331733227) | > loss_disc_real_5: 0.2517881393432617 (0.24894552677869797) | > loss_0: 2.2350006103515625 (2.278588354587555) | > loss_gen: 3.0165181159973145 (2.912105619907379) | > loss_kl: 2.1632421016693115 (2.116234689950943) | > loss_feat: 8.084479331970215 (7.914392709732056) | > loss_mel: 13.819550514221191 (13.404515743255615) | > loss_duration: 1.7733690738677979 (1.8018054366111755) | > loss_1: 28.857158660888672 (28.149054527282715) --> EVAL PERFORMANCE | > avg_loader_time: 0.28379392623901367 (-0.0008668899536132812) | > avg_loss_disc: 2.278588354587555 (-0.1718991994857788) | > avg_loss_disc_real_0: 0.11654642224311829 (-0.17342015355825424) | > avg_loss_disc_real_1: 0.2271260805428028 (-0.01454293355345726) | > avg_loss_disc_real_2: 0.1952185444533825 (-0.05543655902147293) | > avg_loss_disc_real_3: 0.26114054024219513 (-0.005849801003932953) | > avg_loss_disc_real_4: 0.2538215331733227 (-0.018348265439271927) | > avg_loss_disc_real_5: 0.24894552677869797 (-0.036886729300022125) | > avg_loss_0: 2.278588354587555 (-0.1718991994857788) | > avg_loss_gen: 2.912105619907379 (-0.44621139764785767) | > avg_loss_kl: 2.116234689950943 (+0.11742770671844482) | > avg_loss_feat: 7.914392709732056 (+0.18531227111816406) | > avg_loss_mel: 13.404515743255615 (-0.5003478527069092) | > avg_loss_duration: 1.8018054366111755 (-0.011751383543014526) | > avg_loss_1: 28.149054527282715 (-0.6555700302124023)  > EPOCH: 293/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 17:10:56)   --> TIME: 2025-05-10 17:11:08 -- STEP: 12/725 -- GLOBAL_STEP: 258300 | > loss_disc: 2.2497401237487793 (2.2390288511912027) | > loss_disc_real_0: 0.21201200783252716 (0.1450566624601682) | > loss_disc_real_1: 0.2059352993965149 (0.1891329661011696) | > loss_disc_real_2: 0.1842459887266159 (0.19643326352039972) | > loss_disc_real_3: 0.18487927317619324 (0.2048759050667286) | > loss_disc_real_4: 0.1811264306306839 (0.20745904867847761) | > loss_disc_real_5: 0.20040100812911987 (0.20193875953555107) | > loss_0: 2.2497401237487793 (2.2390288511912027) | > grad_norm_0: tensor(29.6117, device='cuda:0') (tensor(24.8190, device='cuda:0')) | > loss_gen: 2.8766989707946777 (2.7909242113431296) | > loss_kl: 1.7602424621582031 (1.8009561101595561) | > loss_feat: 8.846278190612793 (8.342623869578043) | > loss_mel: 14.133016586303711 (13.358497381210327) | > loss_duration: 1.6959409713745117 (1.6819052398204803) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.312175750732422 (27.97490708033244) | > grad_norm_1: tensor(103.3680, device='cuda:0') (tensor(457.4483, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8375 (0.8373069564501444) | > loader_time: 0.0109 (0.010068694750467936)  --> TIME: 2025-05-10 17:11:51 -- STEP: 62/725 -- GLOBAL_STEP: 258350 | > loss_disc: 2.2108049392700195 (2.234407994054979) | > loss_disc_real_0: 0.13937903940677643 (0.13902632639773427) | > loss_disc_real_1: 0.19146615266799927 (0.19359162377734337) | > loss_disc_real_2: 0.20761504769325256 (0.19411533349944698) | > loss_disc_real_3: 0.20761005580425262 (0.20701524687390174) | > loss_disc_real_4: 0.24294058978557587 (0.20147736731075472) | > loss_disc_real_5: 0.2160685956478119 (0.20711848980957462) | > loss_0: 2.2108049392700195 (2.234407994054979) | > grad_norm_0: tensor(22.6302, device='cuda:0') (tensor(22.6604, device='cuda:0')) | > loss_gen: 2.8053088188171387 (2.746467240395085) | > loss_kl: 1.836139440536499 (1.7375129788152632) | > loss_feat: 8.81497859954834 (8.144684822328632) | > loss_mel: 14.351675987243652 (13.15539510788456) | > loss_duration: 1.7313618659973145 (1.6753672226782768) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.539464950561523 (27.459427372101814) | > grad_norm_1: tensor(639.0475, device='cuda:0') (tensor(463.9802, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.844 (0.8491097804038755) | > loader_time: 0.0096 (0.010356849239718528)  --> TIME: 2025-05-10 17:12:35 -- STEP: 112/725 -- GLOBAL_STEP: 258400 | > loss_disc: 2.2720327377319336 (2.225039337362562) | > loss_disc_real_0: 0.1494491845369339 (0.13982150477490257) | > loss_disc_real_1: 0.21940478682518005 (0.1925329931878618) | > loss_disc_real_2: 0.19815286993980408 (0.19196936967117442) | > loss_disc_real_3: 0.20541253685951233 (0.2065970224461385) | > loss_disc_real_4: 0.18625609576702118 (0.19866677546607597) | > loss_disc_real_5: 0.21967604756355286 (0.20746180401848896) | > loss_0: 2.2720327377319336 (2.225039337362562) | > grad_norm_0: tensor(15.9670, device='cuda:0') (tensor(22.6346, device='cuda:0')) | > loss_gen: 2.569925546646118 (2.752512525234903) | > loss_kl: 1.504534125328064 (1.728710688650608) | > loss_feat: 7.82073974609375 (8.19977954881532) | > loss_mel: 12.141938209533691 (13.14497149842126) | > loss_duration: 1.6935110092163086 (1.6801236527306693) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.730648040771484 (27.506097895758494) | > grad_norm_1: tensor(562.4503, device='cuda:0') (tensor(457.5504, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8295 (0.8507267172847476) | > loader_time: 0.0109 (0.010416792971747258)  --> TIME: 2025-05-10 17:13:18 -- STEP: 162/725 -- GLOBAL_STEP: 258450 | > loss_disc: 2.400567054748535 (2.221410171485242) | > loss_disc_real_0: 0.14618121087551117 (0.14039563134680558) | > loss_disc_real_1: 0.1939506232738495 (0.19177109306609189) | > loss_disc_real_2: 0.21315404772758484 (0.19088662103002454) | > loss_disc_real_3: 0.2259751260280609 (0.20648503027580403) | > loss_disc_real_4: 0.2165127396583557 (0.19813388907982976) | > loss_disc_real_5: 0.21658013761043549 (0.20689270507406304) | > loss_0: 2.400567054748535 (2.221410171485242) | > grad_norm_0: tensor(17.6637, device='cuda:0') (tensor(21.9853, device='cuda:0')) | > loss_gen: 2.4811902046203613 (2.748197209687881) | > loss_kl: 1.867355465888977 (1.7323853925422386) | > loss_feat: 6.490052700042725 (8.209675688802465) | > loss_mel: 11.493131637573242 (13.133125234533239) | > loss_duration: 1.6548080444335938 (1.680696279178431) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.98653793334961 (27.504079783404315) | > grad_norm_1: tensor(221.1148, device='cuda:0') (tensor(436.8886, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8276 (0.84834494119809) | > loader_time: 0.012 (0.010463776411833587)  --> TIME: 2025-05-10 17:14:01 -- STEP: 212/725 -- GLOBAL_STEP: 258500 | > loss_disc: 2.307328224182129 (2.2212036015852434) | > loss_disc_real_0: 0.14555253088474274 (0.1413542102178874) | > loss_disc_real_1: 0.18558965623378754 (0.19100151168850232) | > loss_disc_real_2: 0.20046326518058777 (0.1907125510415941) | > loss_disc_real_3: 0.2424987554550171 (0.20668684726334968) | > loss_disc_real_4: 0.2043398767709732 (0.19826496413575026) | > loss_disc_real_5: 0.20110023021697998 (0.20709190398173513) | > loss_0: 2.307328224182129 (2.2212036015852434) | > grad_norm_0: tensor(15.6204, device='cuda:0') (tensor(22.4905, device='cuda:0')) | > loss_gen: 2.602163791656494 (2.7531160296134227) | > loss_kl: 1.7076157331466675 (1.7319612030713063) | > loss_feat: 7.352430820465088 (8.224044372450637) | > loss_mel: 11.99233627319336 (13.16767303448803) | > loss_duration: 1.682727336883545 (1.680403950079432) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.3372745513916 (27.557198614444374) | > grad_norm_1: tensor(113.8726, device='cuda:0') (tensor(436.3070, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8311 (0.8509690963997031) | > loader_time: 0.0098 (0.010470076551977198)  --> TIME: 2025-05-10 17:14:44 -- STEP: 262/725 -- GLOBAL_STEP: 258550 | > loss_disc: 2.2385289669036865 (2.2232498412823856) | > loss_disc_real_0: 0.13329578936100006 (0.14085344236543149) | > loss_disc_real_1: 0.18669188022613525 (0.19139645043902725) | > loss_disc_real_2: 0.1861974596977234 (0.19109387360228838) | > loss_disc_real_3: 0.17222318053245544 (0.2067975096461427) | > loss_disc_real_4: 0.20179250836372375 (0.19844376227555383) | > loss_disc_real_5: 0.21148809790611267 (0.20749798786776666) | > loss_0: 2.2385289669036865 (2.2232498412823856) | > grad_norm_0: tensor(19.8035, device='cuda:0') (tensor(22.1992, device='cuda:0')) | > loss_gen: 2.623136281967163 (2.746915011005547) | > loss_kl: 1.6815969944000244 (1.7285810668049877) | > loss_feat: 8.344644546508789 (8.174064303172461) | > loss_mel: 13.640605926513672 (13.133453285421124) | > loss_duration: 1.6677130460739136 (1.6810738903875568) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.95769691467285 (27.464087610026354) | > grad_norm_1: tensor(225.5060, device='cuda:0') (tensor(441.0179, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8944 (0.8489240235044756) | > loader_time: 0.013 (0.010561714645560464)  --> TIME: 2025-05-10 17:15:27 -- STEP: 312/725 -- GLOBAL_STEP: 258600 | > loss_disc: 2.281742572784424 (2.2225921383270832) | > loss_disc_real_0: 0.1154608428478241 (0.14096244761290452) | > loss_disc_real_1: 0.20882545411586761 (0.19135755162017465) | > loss_disc_real_2: 0.18608956038951874 (0.19070419683479348) | > loss_disc_real_3: 0.19843436777591705 (0.2064292022050955) | > loss_disc_real_4: 0.1881328821182251 (0.19828426126295165) | > loss_disc_real_5: 0.2002762109041214 (0.20786139894372377) | > loss_0: 2.281742572784424 (2.2225921383270832) | > grad_norm_0: tensor(13.0436, device='cuda:0') (tensor(22.2651, device='cuda:0')) | > loss_gen: 2.4366097450256348 (2.7466479318264203) | > loss_kl: 1.761353850364685 (1.7331567177405727) | > loss_feat: 6.907512187957764 (8.180963828013498) | > loss_mel: 11.19461441040039 (13.125076101376463) | > loss_duration: 1.6647909879684448 (1.6797710179518435) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.964879989624023 (27.465615627093193) | > grad_norm_1: tensor(171.2696, device='cuda:0') (tensor(438.7060, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8564 (0.8481467007062374) | > loader_time: 0.016 (0.010616692977073865)  --> TIME: 2025-05-10 17:16:10 -- STEP: 362/725 -- GLOBAL_STEP: 258650 | > loss_disc: 2.2076475620269775 (2.2199186060310057) | > loss_disc_real_0: 0.12553182244300842 (0.14025714322512975) | > loss_disc_real_1: 0.17259903252124786 (0.1914441874096406) | > loss_disc_real_2: 0.1973063051700592 (0.19040537094543) | > loss_disc_real_3: 0.19632859528064728 (0.20583498831941274) | > loss_disc_real_4: 0.18407995998859406 (0.1981046697052802) | > loss_disc_real_5: 0.201319620013237 (0.20793031143714052) | > loss_0: 2.2076475620269775 (2.2199186060310057) | > grad_norm_0: tensor(14.3561, device='cuda:0') (tensor(22.0030, device='cuda:0')) | > loss_gen: 2.725816011428833 (2.7459184096004425) | > loss_kl: 1.7223228216171265 (1.733385047201294) | > loss_feat: 8.496782302856445 (8.18050702237293) | > loss_mel: 12.635102272033691 (13.115060642937932) | > loss_duration: 1.6183350086212158 (1.6788341251526093) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.1983585357666 (27.453705244960048) | > grad_norm_1: tensor(313.1896, device='cuda:0') (tensor(436.4417, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8284 (0.8476099276410941) | > loader_time: 0.012 (0.01077066666513517)  --> TIME: 2025-05-10 17:16:53 -- STEP: 412/725 -- GLOBAL_STEP: 258700 | > loss_disc: 2.2167577743530273 (2.217069547153214) | > loss_disc_real_0: 0.14175425469875336 (0.14030338444032708) | > loss_disc_real_1: 0.2085805982351303 (0.19121690911864764) | > loss_disc_real_2: 0.20074652135372162 (0.18987092068328448) | > loss_disc_real_3: 0.23227724432945251 (0.20563331094470993) | > loss_disc_real_4: 0.1958184838294983 (0.19766342202291898) | > loss_disc_real_5: 0.2120273858308792 (0.2079424424078858) | > loss_0: 2.2167577743530273 (2.217069547153214) | > grad_norm_0: tensor(19.4988, device='cuda:0') (tensor(22.1673, device='cuda:0')) | > loss_gen: 2.8089959621429443 (2.751386829371592) | > loss_kl: 1.5824881792068481 (1.732646712400381) | > loss_feat: 7.866342067718506 (8.200731295983775) | > loss_mel: 12.47485637664795 (13.1302926285753) | > loss_duration: 1.6892091035842896 (1.6793749714360657) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.421892166137695 (27.4944324215639) | > grad_norm_1: tensor(413.7383, device='cuda:0') (tensor(435.3278, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8466 (0.846801924474031) | > loader_time: 0.0115 (0.010797363461799997)  --> TIME: 2025-05-10 17:17:35 -- STEP: 462/725 -- GLOBAL_STEP: 258750 | > loss_disc: 2.202099084854126 (2.2163363917049392) | > loss_disc_real_0: 0.13441991806030273 (0.14048133775978894) | > loss_disc_real_1: 0.1999855935573578 (0.1909652399100782) | > loss_disc_real_2: 0.20337998867034912 (0.18964289977049936) | > loss_disc_real_3: 0.18849387764930725 (0.20570211267316493) | > loss_disc_real_4: 0.1974022388458252 (0.19742174301441606) | > loss_disc_real_5: 0.20307180285453796 (0.20793610398387496) | > loss_0: 2.202099084854126 (2.2163363917049392) | > grad_norm_0: tensor(10.9232, device='cuda:0') (tensor(22.1094, device='cuda:0')) | > loss_gen: 2.808173894882202 (2.7520744114211118) | > loss_kl: 1.7491203546524048 (1.7368995044138527) | > loss_feat: 8.473526000976562 (8.210547135505847) | > loss_mel: 13.433305740356445 (13.137329956153772) | > loss_duration: 1.702770709991455 (1.6790802009177932) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.16689682006836 (27.51593118312555) | > grad_norm_1: tensor(356.5243, device='cuda:0') (tensor(430.9039, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.7845 (0.8455957855497088) | > loader_time: 0.0105 (0.010836842772248508)  --> TIME: 2025-05-10 17:18:18 -- STEP: 512/725 -- GLOBAL_STEP: 258800 | > loss_disc: 2.217235565185547 (2.2165482812561095) | > loss_disc_real_0: 0.12264088541269302 (0.14047438402485568) | > loss_disc_real_1: 0.16809655725955963 (0.1909825295733753) | > loss_disc_real_2: 0.17882396280765533 (0.18969164195004856) | > loss_disc_real_3: 0.2122139185667038 (0.20568427754915317) | > loss_disc_real_4: 0.18146103620529175 (0.19726830092258746) | > loss_disc_real_5: 0.19072753190994263 (0.2078552523162216) | > loss_0: 2.217235565185547 (2.2165482812561095) | > grad_norm_0: tensor(15.4705, device='cuda:0') (tensor(22.1269, device='cuda:0')) | > loss_gen: 2.8636722564697266 (2.7524466887116437) | > loss_kl: 1.7687894105911255 (1.7361328462138774) | > loss_feat: 8.070708274841309 (8.211185380816463) | > loss_mel: 12.517531394958496 (13.135638885200025) | > loss_duration: 1.6254963874816895 (1.6794909224845471) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.8461971282959 (27.51489469781518) | > grad_norm_1: tensor(366.4502, device='cuda:0') (tensor(432.6223, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8511 (0.8447712422348559) | > loader_time: 0.0114 (0.010873654857277874)  --> TIME: 2025-05-10 17:19:01 -- STEP: 562/725 -- GLOBAL_STEP: 258850 | > loss_disc: 2.170769453048706 (2.215265800520194) | > loss_disc_real_0: 0.15876524150371552 (0.14063018751314102) | > loss_disc_real_1: 0.1893572360277176 (0.19074962147614283) | > loss_disc_real_2: 0.194208562374115 (0.18936911869621795) | > loss_disc_real_3: 0.19323483109474182 (0.20568036701649534) | > loss_disc_real_4: 0.18321339786052704 (0.19720515680376738) | > loss_disc_real_5: 0.20135343074798584 (0.20779967724322423) | > loss_0: 2.170769453048706 (2.215265800520194) | > grad_norm_0: tensor(18.1107, device='cuda:0') (tensor(22.0916, device='cuda:0')) | > loss_gen: 2.6652116775512695 (2.753483616160328) | > loss_kl: 1.6494156122207642 (1.737404253771297) | > loss_feat: 7.9783430099487305 (8.215852039140321) | > loss_mel: 11.563889503479004 (13.13381790351189) | > loss_duration: 1.656461477279663 (1.6794693302429446) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.513322830200195 (27.520027130099802) | > grad_norm_1: tensor(352.6124, device='cuda:0') (tensor(432.5075, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8709 (0.8440286663503411) | > loader_time: 0.012 (0.010896614437849925)  --> TIME: 2025-05-10 17:19:44 -- STEP: 612/725 -- GLOBAL_STEP: 258900 | > loss_disc: 2.277864933013916 (2.21491582039135) | > loss_disc_real_0: 0.22405268251895905 (0.1403420146165137) | > loss_disc_real_1: 0.1884971559047699 (0.19082802030093526) | > loss_disc_real_2: 0.19516940414905548 (0.18927045502499035) | > loss_disc_real_3: 0.18897023797035217 (0.20571187769178484) | > loss_disc_real_4: 0.2388375848531723 (0.1971699284280047) | > loss_disc_real_5: 0.21338708698749542 (0.20781787918284045) | > loss_0: 2.277864933013916 (2.21491582039135) | > grad_norm_0: tensor(39.3056, device='cuda:0') (tensor(22.3832, device='cuda:0')) | > loss_gen: 2.676424980163574 (2.755099842361374) | > loss_kl: 1.6385080814361572 (1.7368378033435423) | > loss_feat: 8.971784591674805 (8.225355553471191) | > loss_mel: 15.02143669128418 (13.151866160187078) | > loss_duration: 1.6007862091064453 (1.6791175999283012) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.9089412689209 (27.548276954227024) | > grad_norm_1: tensor(470.9678, device='cuda:0') (tensor(434.0865, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8168 (0.8450949382937814) | > loader_time: 0.0108 (0.010956727211771452)  --> TIME: 2025-05-10 17:20:27 -- STEP: 662/725 -- GLOBAL_STEP: 258950 | > loss_disc: 2.1920619010925293 (2.2148419422325416) | > loss_disc_real_0: 0.1475299894809723 (0.14028133540850413) | > loss_disc_real_1: 0.2050161063671112 (0.19085215750147558) | > loss_disc_real_2: 0.18780739605426788 (0.18932995186651577) | > loss_disc_real_3: 0.20636194944381714 (0.2057373183596531) | > loss_disc_real_4: 0.19806240499019623 (0.19697457342619618) | > loss_disc_real_5: 0.21706992387771606 (0.20783054047570843) | > loss_0: 2.1920619010925293 (2.2148419422325416) | > grad_norm_0: tensor(26.3240, device='cuda:0') (tensor(22.2293, device='cuda:0')) | > loss_gen: 2.8202013969421387 (2.7542659739353126) | > loss_kl: 1.9008150100708008 (1.7341683458345534) | > loss_feat: 8.580942153930664 (8.222171737348209) | > loss_mel: 14.088338851928711 (13.150492734419267) | > loss_duration: 1.696467638015747 (1.6793481893049627) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.08676528930664 (27.54044698156259) | > grad_norm_1: tensor(696.0539, device='cuda:0') (tensor(432.8145, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8528 (0.8448051498735781) | > loader_time: 0.0112 (0.01096990857599725)  --> TIME: 2025-05-10 17:21:10 -- STEP: 712/725 -- GLOBAL_STEP: 259000 | > loss_disc: 2.1521224975585938 (2.2147099628542266) | > loss_disc_real_0: 0.13522137701511383 (0.14033816609364216) | > loss_disc_real_1: 0.16994605958461761 (0.19075081907631294) | > loss_disc_real_2: 0.20753048360347748 (0.189410437254256) | > loss_disc_real_3: 0.20007739961147308 (0.2056609881895312) | > loss_disc_real_4: 0.1810729205608368 (0.19697558800323622) | > loss_disc_real_5: 0.17310306429862976 (0.2076346624140324) | > loss_0: 2.1521224975585938 (2.2147099628542266) | > grad_norm_0: tensor(24.9843, device='cuda:0') (tensor(22.2082, device='cuda:0')) | > loss_gen: 2.6356263160705566 (2.753201420052666) | > loss_kl: 1.9000766277313232 (1.7333147301432792) | > loss_feat: 7.461383819580078 (8.21770693813817) | > loss_mel: 13.0443754196167 (13.147490591145644) | > loss_duration: 1.6751960515975952 (1.6790021922481193) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.716657638549805 (27.530715859338137) | > grad_norm_1: tensor(326.8861, device='cuda:0') (tensor(432.1489, device='cuda:0')) | > current_lr_0: 0.00019280707494861676 | > current_lr_1: 0.00019280707494861676 | > step_time: 0.8138 (0.8445887843544565) | > loader_time: 0.0104 (0.010998874233010106) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_259000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.211740493774414 (2.211740493774414) | > loss_disc_real_0: 0.12332352250814438 (0.12332352250814438) | > loss_disc_real_1: 0.1358766108751297 (0.1358766108751297) | > loss_disc_real_2: 0.15198129415512085 (0.15198129415512085) | > loss_disc_real_3: 0.2543152868747711 (0.2543152868747711) | > loss_disc_real_4: 0.24002477526664734 (0.24002477526664734) | > loss_disc_real_5: 0.20414334535598755 (0.20414334535598755) | > loss_0: 2.211740493774414 (2.211740493774414) | > loss_gen: 2.6902942657470703 (2.6902942657470703) | > loss_kl: 2.287360906600952 (2.287360906600952) | > loss_feat: 9.254600524902344 (9.254600524902344) | > loss_mel: 14.228766441345215 (14.228766441345215) | > loss_duration: 1.7011383771896362 (1.7011383771896362) | > loss_1: 30.162160873413086 (30.162160873413086)  --> STEP: 1 | > loss_disc: 2.2007813453674316 (2.2007813453674316) | > loss_disc_real_0: 0.13588088750839233 (0.13588088750839233) | > loss_disc_real_1: 0.1448335498571396 (0.1448335498571396) | > loss_disc_real_2: 0.16059079766273499 (0.16059079766273499) | > loss_disc_real_3: 0.24391283094882965 (0.24391283094882965) | > loss_disc_real_4: 0.22331857681274414 (0.22331857681274414) | > loss_disc_real_5: 0.21163061261177063 (0.21163061261177063) | > loss_0: 2.2007813453674316 (2.2007813453674316) | > loss_gen: 2.707906723022461 (2.707906723022461) | > loss_kl: 2.1948695182800293 (2.1948695182800293) | > loss_feat: 8.92518424987793 (8.92518424987793) | > loss_mel: 14.816404342651367 (14.816404342651367) | > loss_duration: 1.8133561611175537 (1.8133561611175537) | > loss_1: 30.457721710205078 (30.457721710205078)  --> STEP: 2 | > loss_disc: 2.17504620552063 (2.1879137754440308) | > loss_disc_real_0: 0.13660487532615662 (0.13624288141727448) | > loss_disc_real_1: 0.14563696086406708 (0.14523525536060333) | > loss_disc_real_2: 0.1580168753862381 (0.15930383652448654) | > loss_disc_real_3: 0.2757200002670288 (0.25981641560792923) | > loss_disc_real_4: 0.22578105330467224 (0.2245498150587082) | > loss_disc_real_5: 0.22665132582187653 (0.21914096921682358) | > loss_0: 2.17504620552063 (2.1879137754440308) | > loss_gen: 2.7974367141723633 (2.752671718597412) | > loss_kl: 1.9812264442443848 (2.088047981262207) | > loss_feat: 8.425063133239746 (8.675123691558838) | > loss_mel: 14.567578315734863 (14.691991329193115) | > loss_duration: 1.85355806350708 (1.833457112312317) | > loss_1: 29.624862670898438 (30.041292190551758)  --> STEP: 3 | > loss_disc: 2.3196511268615723 (2.2318262259165444) | > loss_disc_real_0: 0.1436736285686493 (0.13871979713439941) | > loss_disc_real_1: 0.14624983072280884 (0.14557344714800516) | > loss_disc_real_2: 0.16264227032661438 (0.1604166477918625) | > loss_disc_real_3: 0.26492130756378174 (0.26151804625988007) | > loss_disc_real_4: 0.25723564624786377 (0.23544509212176004) | > loss_disc_real_5: 0.2558004558086395 (0.23136079808076224) | > loss_0: 2.3196511268615723 (2.2318262259165444) | > loss_gen: 2.6741085052490234 (2.7264839808146157) | > loss_kl: 2.1555776596069336 (2.1105578740437827) | > loss_feat: 7.647671699523926 (8.332639694213867) | > loss_mel: 13.801132202148438 (14.395038286844889) | > loss_duration: 1.8095567226409912 (1.8254903157552083) | > loss_1: 28.08804702758789 (29.3902104695638)  --> STEP: 4 | > loss_disc: 2.2359325885772705 (2.232852816581726) | > loss_disc_real_0: 0.1127701923251152 (0.13223239593207836) | > loss_disc_real_1: 0.1581994742155075 (0.14872995391488075) | > loss_disc_real_2: 0.16570337116718292 (0.1617383286356926) | > loss_disc_real_3: 0.25160589814186096 (0.2590400092303753) | > loss_disc_real_4: 0.21201299130916595 (0.22958706691861153) | > loss_disc_real_5: 0.2538186311721802 (0.23697525635361671) | > loss_0: 2.2359325885772705 (2.232852816581726) | > loss_gen: 2.6273772716522217 (2.7017073035240173) | > loss_kl: 1.9822003841400146 (2.0784685015678406) | > loss_feat: 7.866198539733887 (8.216029405593872) | > loss_mel: 12.645627975463867 (13.957685708999634) | > loss_duration: 1.7675435543060303 (1.8110036253929138) | > loss_1: 26.888946533203125 (28.764894485473633) --> EVAL PERFORMANCE | > avg_loader_time: 0.279318630695343 (-0.004475295543670654) | > avg_loss_disc: 2.232852816581726 (-0.04573553800582886) | > avg_loss_disc_real_0: 0.13223239593207836 (+0.015685973688960075) | > avg_loss_disc_real_1: 0.14872995391488075 (-0.07839612662792206) | > avg_loss_disc_real_2: 0.1617383286356926 (-0.033480215817689896) | > avg_loss_disc_real_3: 0.2590400092303753 (-0.0021005310118198395) | > avg_loss_disc_real_4: 0.22958706691861153 (-0.02423446625471115) | > avg_loss_disc_real_5: 0.23697525635361671 (-0.011970270425081253) | > avg_loss_0: 2.232852816581726 (-0.04573553800582886) | > avg_loss_gen: 2.7017073035240173 (-0.21039831638336182) | > avg_loss_kl: 2.0784685015678406 (-0.03776618838310242) | > avg_loss_feat: 8.216029405593872 (+0.3016366958618164) | > avg_loss_mel: 13.957685708999634 (+0.5531699657440186) | > avg_loss_duration: 1.8110036253929138 (+0.009198188781738281) | > avg_loss_1: 28.764894485473633 (+0.615839958190918)  > EPOCH: 294/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 17:21:30)   --> TIME: 2025-05-10 17:22:04 -- STEP: 37/725 -- GLOBAL_STEP: 259050 | > loss_disc: 2.2999978065490723 (2.210828007878484) | > loss_disc_real_0: 0.13793812692165375 (0.13791902725761004) | > loss_disc_real_1: 0.19998081028461456 (0.19410092605126872) | > loss_disc_real_2: 0.1891268491744995 (0.18876403489628354) | > loss_disc_real_3: 0.18496066331863403 (0.2064932471997029) | > loss_disc_real_4: 0.17669732868671417 (0.1946625161815334) | > loss_disc_real_5: 0.21745584905147552 (0.2065233491562508) | > loss_0: 2.2999978065490723 (2.210828007878484) | > grad_norm_0: tensor(39.7194, device='cuda:0') (tensor(22.7133, device='cuda:0')) | > loss_gen: 2.648433208465576 (2.784337166193369) | > loss_kl: 1.582381248474121 (1.7418028825038188) | > loss_feat: 7.910161018371582 (8.476038610613024) | > loss_mel: 11.856142044067383 (13.374231673575736) | > loss_duration: 1.669379711151123 (1.6756617442981616) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.6664981842041 (28.05207231882456) | > grad_norm_1: tensor(558.2633, device='cuda:0') (tensor(431.5266, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8481 (0.8529260416288633) | > loader_time: 0.0108 (0.010126629391232052)  --> TIME: 2025-05-10 17:22:47 -- STEP: 87/725 -- GLOBAL_STEP: 259100 | > loss_disc: 2.3131327629089355 (2.2166597760956854) | > loss_disc_real_0: 0.18113818764686584 (0.139421182117243) | > loss_disc_real_1: 0.19988027215003967 (0.19248256155814247) | > loss_disc_real_2: 0.20834074914455414 (0.1906753631158807) | > loss_disc_real_3: 0.19157792627811432 (0.20590123088880516) | > loss_disc_real_4: 0.1918293833732605 (0.19778593809440217) | > loss_disc_real_5: 0.19293944537639618 (0.20630594505660835) | > loss_0: 2.3131327629089355 (2.2166597760956854) | > grad_norm_0: tensor(12.1854, device='cuda:0') (tensor(23.2303, device='cuda:0')) | > loss_gen: 2.569897174835205 (2.7889757951100664) | > loss_kl: 1.6734600067138672 (1.7251114776764793) | > loss_feat: 6.601799964904785 (8.400271634945923) | > loss_mel: 11.744312286376953 (13.323566491576447) | > loss_duration: 1.6773216724395752 (1.677995404977908) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.26679229736328 (27.915920893351238) | > grad_norm_1: tensor(110.8906, device='cuda:0') (tensor(424.8502, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8398 (0.8536676648019375) | > loader_time: 0.0093 (0.009999993203700272)  --> TIME: 2025-05-10 17:23:31 -- STEP: 137/725 -- GLOBAL_STEP: 259150 | > loss_disc: 2.1428089141845703 (2.208712013968586) | > loss_disc_real_0: 0.14018875360488892 (0.1388263431017417) | > loss_disc_real_1: 0.1955656111240387 (0.1920001480701196) | > loss_disc_real_2: 0.17088203132152557 (0.1887938981726222) | > loss_disc_real_3: 0.17780739068984985 (0.20469865888139627) | > loss_disc_real_4: 0.15124163031578064 (0.19746111050574447) | > loss_disc_real_5: 0.1960744559764862 (0.2053063795731886) | > loss_0: 2.1428089141845703 (2.208712013968586) | > grad_norm_0: tensor(28.1923, device='cuda:0') (tensor(22.0473, device='cuda:0')) | > loss_gen: 2.8506016731262207 (2.7727585674202353) | > loss_kl: 1.690691351890564 (1.7070990139550537) | > loss_feat: 8.645630836486816 (8.320213822552757) | > loss_mel: 13.50882625579834 (13.182222616933558) | > loss_duration: 1.6508893966674805 (1.6793372874712422) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.346637725830078 (27.661631424061575) | > grad_norm_1: tensor(287.4891, device='cuda:0') (tensor(424.1219, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8075 (0.8569361989515542) | > loader_time: 0.0089 (0.00999654296540866)  --> TIME: 2025-05-10 17:24:14 -- STEP: 187/725 -- GLOBAL_STEP: 259200 | > loss_disc: 2.2009871006011963 (2.204867215080057) | > loss_disc_real_0: 0.14763876795768738 (0.1383320670873725) | > loss_disc_real_1: 0.17341136932373047 (0.1918171797206695) | > loss_disc_real_2: 0.2116016149520874 (0.18887638583540284) | > loss_disc_real_3: 0.16629333794116974 (0.20458334293913713) | > loss_disc_real_4: 0.1769738644361496 (0.1972345002194777) | > loss_disc_real_5: 0.2199316918849945 (0.20502567283291231) | > loss_0: 2.2009871006011963 (2.204867215080057) | > grad_norm_0: tensor(22.8548, device='cuda:0') (tensor(21.9199, device='cuda:0')) | > loss_gen: 2.652144432067871 (2.7709301206517347) | > loss_kl: 1.7679493427276611 (1.7075222890007304) | > loss_feat: 7.886981964111328 (8.318728834550008) | > loss_mel: 13.123062133789062 (13.165459178985758) | > loss_duration: 1.7077196836471558 (1.6807461906881893) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.13785743713379 (27.643386728623334) | > grad_norm_1: tensor(485.4441, device='cuda:0') (tensor(431.7795, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8471 (0.8552313080445968) | > loader_time: 0.0118 (0.01000267299101314)  --> TIME: 2025-05-10 17:24:58 -- STEP: 237/725 -- GLOBAL_STEP: 259250 | > loss_disc: 2.3340554237365723 (2.2049058147623577) | > loss_disc_real_0: 0.20180979371070862 (0.1390823348727911) | > loss_disc_real_1: 0.17348451912403107 (0.19130652960594194) | > loss_disc_real_2: 0.18798916041851044 (0.1887476831548828) | > loss_disc_real_3: 0.2147357165813446 (0.2047446951081481) | > loss_disc_real_4: 0.22041833400726318 (0.19661405185858408) | > loss_disc_real_5: 0.20916104316711426 (0.20481926888101715) | > loss_0: 2.3340554237365723 (2.2049058147623577) | > grad_norm_0: tensor(32.6656, device='cuda:0') (tensor(22.1920, device='cuda:0')) | > loss_gen: 2.9334614276885986 (2.778418098320941) | > loss_kl: 2.0146477222442627 (1.718659332532923) | > loss_feat: 8.302704811096191 (8.348245783697203) | > loss_mel: 14.472301483154297 (13.220579042716368) | > loss_duration: 1.6577359437942505 (1.681316357121689) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.38085174560547 (27.747218755730096) | > grad_norm_1: tensor(86.8349, device='cuda:0') (tensor(433.8809, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8135 (0.8542026869858368) | > loader_time: 0.0103 (0.010077223999087817)  --> TIME: 2025-05-10 17:25:40 -- STEP: 287/725 -- GLOBAL_STEP: 259300 | > loss_disc: 2.2519874572753906 (2.2084702930383995) | > loss_disc_real_0: 0.16028805077075958 (0.13990568818738655) | > loss_disc_real_1: 0.19494140148162842 (0.19188838459888818) | > loss_disc_real_2: 0.22909985482692719 (0.18924525816266127) | > loss_disc_real_3: 0.18500199913978577 (0.2047164385638586) | > loss_disc_real_4: 0.21308712661266327 (0.1969876593102146) | > loss_disc_real_5: 0.20870012044906616 (0.20498721519621407) | > loss_0: 2.2519874572753906 (2.2084702930383995) | > grad_norm_0: tensor(28.0092, device='cuda:0') (tensor(22.3297, device='cuda:0')) | > loss_gen: 2.7359187602996826 (2.771974727251803) | > loss_kl: 1.5138005018234253 (1.719427973966565) | > loss_feat: 7.808669567108154 (8.28780122085731) | > loss_mel: 12.562031745910645 (13.148146536292106) | > loss_duration: 1.6871154308319092 (1.6810249850309682) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.30753517150879 (27.608375549316403) | > grad_norm_1: tensor(706.6866, device='cuda:0') (tensor(433.8647, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8051 (0.851217699383194) | > loader_time: 0.0096 (0.010085307762597907)  --> TIME: 2025-05-10 17:26:23 -- STEP: 337/725 -- GLOBAL_STEP: 259350 | > loss_disc: 2.1466572284698486 (2.209051984707753) | > loss_disc_real_0: 0.11506857722997665 (0.1395599917461681) | > loss_disc_real_1: 0.1930546909570694 (0.19204222249524888) | > loss_disc_real_2: 0.17010632157325745 (0.18960958484902943) | > loss_disc_real_3: 0.20718491077423096 (0.20477849877375878) | > loss_disc_real_4: 0.1983432024717331 (0.1966000108230715) | > loss_disc_real_5: 0.21656793355941772 (0.20538805531288112) | > loss_0: 2.1466572284698486 (2.209051984707753) | > grad_norm_0: tensor(20.6349, device='cuda:0') (tensor(21.9243, device='cuda:0')) | > loss_gen: 2.783201217651367 (2.7691688756914443) | > loss_kl: 1.7928463220596313 (1.7181402508512091) | > loss_feat: 9.079209327697754 (8.294262505426605) | > loss_mel: 15.0150728225708 (13.145672226518133) | > loss_duration: 1.6725997924804688 (1.679851531628685) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.34292984008789 (27.607095458033527) | > grad_norm_1: tensor(115.8611, device='cuda:0') (tensor(435.1702, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8656 (0.8502885573695604) | > loader_time: 0.0098 (0.01004187714098469)  --> TIME: 2025-05-10 17:27:06 -- STEP: 387/725 -- GLOBAL_STEP: 259400 | > loss_disc: 2.2291085720062256 (2.2080097414110393) | > loss_disc_real_0: 0.17523711919784546 (0.13934090396615578) | > loss_disc_real_1: 0.19222436845302582 (0.19211783700981194) | > loss_disc_real_2: 0.22515082359313965 (0.1895648516348783) | > loss_disc_real_3: 0.19547022879123688 (0.20485131608115303) | > loss_disc_real_4: 0.1933615505695343 (0.1966838238698259) | > loss_disc_real_5: 0.22650311887264252 (0.20517125298348507) | > loss_0: 2.2291085720062256 (2.2080097414110393) | > grad_norm_0: tensor(53.2646, device='cuda:0') (tensor(22.3291, device='cuda:0')) | > loss_gen: 2.7901411056518555 (2.773562922958256) | > loss_kl: 1.6419897079467773 (1.72152804681497) | > loss_feat: 8.446833610534668 (8.290254432717648) | > loss_mel: 13.21190071105957 (13.14822491687706) | > loss_duration: 1.7687489986419678 (1.6796852824607869) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.859615325927734 (27.613255675756957) | > grad_norm_1: tensor(710.7106, device='cuda:0') (tensor(442.5131, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8374 (0.8489606177159982) | > loader_time: 0.0101 (0.009996695727957007)  --> TIME: 2025-05-10 17:27:48 -- STEP: 437/725 -- GLOBAL_STEP: 259450 | > loss_disc: 2.1509315967559814 (2.2095211160537613) | > loss_disc_real_0: 0.12013985216617584 (0.1399226595116971) | > loss_disc_real_1: 0.17945976555347443 (0.19188119065297826) | > loss_disc_real_2: 0.16512997448444366 (0.1893009807002354) | > loss_disc_real_3: 0.1964201182126999 (0.20501301036955835) | > loss_disc_real_4: 0.18901802599430084 (0.19686763789888376) | > loss_disc_real_5: 0.20987559854984283 (0.20502854696127587) | > loss_0: 2.1509315967559814 (2.2095211160537613) | > grad_norm_0: tensor(19.2930, device='cuda:0') (tensor(22.4400, device='cuda:0')) | > loss_gen: 2.6001546382904053 (2.771471246156322) | > loss_kl: 1.6568537950515747 (1.7253214811023911) | > loss_feat: 8.328058242797852 (8.290381183886149) | > loss_mel: 12.77112865447998 (13.12757213819491) | > loss_duration: 1.6356898546218872 (1.6794703887856526) | > amp_scaler: 256.0 (264.78718535469113) | > loss_1: 26.991886138916016 (27.594216514779443) | > grad_norm_1: tensor(539.8036, device='cuda:0') (tensor(441.1616, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8772 (0.8472897864588338) | > loader_time: 0.0095 (0.01000553574114697)  --> TIME: 2025-05-10 17:28:31 -- STEP: 487/725 -- GLOBAL_STEP: 259500 | > loss_disc: 2.3810019493103027 (2.2117463844757586) | > loss_disc_real_0: 0.12880685925483704 (0.13968437227747527) | > loss_disc_real_1: 0.17588166892528534 (0.1917375462623103) | > loss_disc_real_2: 0.20431779325008392 (0.1896692280345874) | > loss_disc_real_3: 0.2266213446855545 (0.20526925684000677) | > loss_disc_real_4: 0.1937367171049118 (0.19711840400583197) | > loss_disc_real_5: 0.21017347276210785 (0.20543722282077742) | > loss_0: 2.3810019493103027 (2.2117463844757586) | > grad_norm_0: tensor(13.3285, device='cuda:0') (tensor(22.2162, device='cuda:0')) | > loss_gen: 2.5669312477111816 (2.7658351197135036) | > loss_kl: 1.6815173625946045 (1.722466203466333) | > loss_feat: 7.328557014465332 (8.272191972947956) | > loss_mel: 11.521660804748535 (13.120637349279512) | > loss_duration: 1.6759774684906006 (1.6799433326819104) | > amp_scaler: 256.0 (263.8850102669403) | > loss_1: 24.774642944335938 (27.561074078694993) | > grad_norm_1: tensor(99.6233, device='cuda:0') (tensor(440.6820, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8068 (0.8464752070957631) | > loader_time: 0.0094 (0.009994447108901256)  --> TIME: 2025-05-10 17:29:14 -- STEP: 537/725 -- GLOBAL_STEP: 259550 | > loss_disc: 2.202932834625244 (2.210249459721304) | > loss_disc_real_0: 0.17334707081317902 (0.13986663767301394) | > loss_disc_real_1: 0.19279423356056213 (0.1917473825606998) | > loss_disc_real_2: 0.18173125386238098 (0.18944349377181946) | > loss_disc_real_3: 0.22474810481071472 (0.2051291262082325) | > loss_disc_real_4: 0.18150144815444946 (0.19685100360289626) | > loss_disc_real_5: 0.198271706700325 (0.20530993720339666) | > loss_0: 2.202932834625244 (2.210249459721304) | > grad_norm_0: tensor(42.6246, device='cuda:0') (tensor(22.5075, device='cuda:0')) | > loss_gen: 2.7552194595336914 (2.7679194866833967) | > loss_kl: 1.6185784339904785 (1.7218068185465294) | > loss_feat: 8.93044662475586 (8.282372757043255) | > loss_mel: 13.313971519470215 (13.149967889768009) | > loss_duration: 1.7045150995254517 (1.6802999520435011) | > amp_scaler: 256.0 (263.15083798882677) | > loss_1: 28.322729110717773 (27.602366989107324) | > grad_norm_1: tensor(628.1868, device='cuda:0') (tensor(444.3428, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8296 (0.8455330677316619) | > loader_time: 0.0101 (0.010009923238772034)  --> TIME: 2025-05-10 17:29:56 -- STEP: 587/725 -- GLOBAL_STEP: 259600 | > loss_disc: 2.331388235092163 (2.2093406286109687) | > loss_disc_real_0: 0.1394028663635254 (0.13972112016032057) | > loss_disc_real_1: 0.19238190352916718 (0.19167967828615762) | > loss_disc_real_2: 0.19859439134597778 (0.18945417744845305) | > loss_disc_real_3: 0.22293271124362946 (0.20544769479123656) | > loss_disc_real_4: 0.20004577934741974 (0.19662666013638852) | > loss_disc_real_5: 0.23140142858028412 (0.20502170493899252) | > loss_0: 2.331388235092163 (2.2093406286109687) | > grad_norm_0: tensor(20.1950, device='cuda:0') (tensor(22.6072, device='cuda:0')) | > loss_gen: 2.5597951412200928 (2.768659176168492) | > loss_kl: 1.7744845151901245 (1.72284959304881) | > loss_feat: 7.359487533569336 (8.289093783604434) | > loss_mel: 12.468358993530273 (13.148947930214153) | > loss_duration: 1.6464331150054932 (1.6796657352674957) | > amp_scaler: 256.0 (262.541737649063) | > loss_1: 25.80855941772461 (27.609216293646895) | > grad_norm_1: tensor(304.4001, device='cuda:0') (tensor(446.2722, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8448 (0.8448483026007371) | > loader_time: 0.013 (0.010038522479887515)  --> TIME: 2025-05-10 17:30:39 -- STEP: 637/725 -- GLOBAL_STEP: 259650 | > loss_disc: 2.1157848834991455 (2.207155686719829) | > loss_disc_real_0: 0.1316574364900589 (0.13941831505467048) | > loss_disc_real_1: 0.17308911681175232 (0.1916439279422655) | > loss_disc_real_2: 0.15391890704631805 (0.18922825375194646) | > loss_disc_real_3: 0.1889326572418213 (0.20530511780380276) | > loss_disc_real_4: 0.14831823110580444 (0.1963705797350761) | > loss_disc_real_5: 0.20367969572544098 (0.2047075379166162) | > loss_0: 2.1157848834991455 (2.207155686719829) | > grad_norm_0: tensor(31.9002, device='cuda:0') (tensor(22.5009, device='cuda:0')) | > loss_gen: 2.9587087631225586 (2.769712255738408) | > loss_kl: 1.6720378398895264 (1.7199432428815107) | > loss_feat: 9.460251808166504 (8.298698981478221) | > loss_mel: 14.215397834777832 (13.157965555295839) | > loss_duration: 1.6454651355743408 (1.6793064346867408) | > amp_scaler: 256.0 (262.0282574568289) | > loss_1: 29.951862335205078 (27.6256265385746) | > grad_norm_1: tensor(614.6964, device='cuda:0') (tensor(448.8858, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.826 (0.8444133901521212) | > loader_time: 0.0091 (0.010044637617174085)  --> TIME: 2025-05-10 17:31:21 -- STEP: 687/725 -- GLOBAL_STEP: 259700 | > loss_disc: 2.2325022220611572 (2.206537878495986) | > loss_disc_real_0: 0.10369165241718292 (0.13935061345714678) | > loss_disc_real_1: 0.1929839700460434 (0.1916624708900979) | > loss_disc_real_2: 0.19103403389453888 (0.1891680326220597) | > loss_disc_real_3: 0.21385511755943298 (0.20520409514376525) | > loss_disc_real_4: 0.18167366087436676 (0.19639734223246394) | > loss_disc_real_5: 0.20381809771060944 (0.20477821850360226) | > loss_0: 2.2325022220611572 (2.206537878495986) | > grad_norm_0: tensor(12.0202, device='cuda:0') (tensor(22.5822, device='cuda:0')) | > loss_gen: 2.732788324356079 (2.769389962525349) | > loss_kl: 1.8415710926055908 (1.7205963948581584) | > loss_feat: 8.338521003723145 (8.290115307165197) | > loss_mel: 13.159831047058105 (13.144992632636857) | > loss_duration: 1.6920446157455444 (1.6792601287972277) | > amp_scaler: 256.0 (261.589519650655) | > loss_1: 27.76475715637207 (27.604354500250004) | > grad_norm_1: tensor(331.1620, device='cuda:0') (tensor(451.6902, device='cuda:0')) | > current_lr_0: 0.00019278297406424816 | > current_lr_1: 0.00019278297406424816 | > step_time: 0.8501 (0.8435823667517917) | > loader_time: 0.0104 (0.010045878578308194)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.297290802001953 (2.297290802001953) | > loss_disc_real_0: 0.17550964653491974 (0.17550964653491974) | > loss_disc_real_1: 0.20210830867290497 (0.20210830867290497) | > loss_disc_real_2: 0.1781347244977951 (0.1781347244977951) | > loss_disc_real_3: 0.16529087722301483 (0.16529087722301483) | > loss_disc_real_4: 0.2516839802265167 (0.2516839802265167) | > loss_disc_real_5: 0.23819173872470856 (0.23819173872470856) | > loss_0: 2.297290802001953 (2.297290802001953) | > loss_gen: 2.7660460472106934 (2.7660460472106934) | > loss_kl: 2.2216198444366455 (2.2216198444366455) | > loss_feat: 7.871065616607666 (7.871065616607666) | > loss_mel: 13.872299194335938 (13.872299194335938) | > loss_duration: 1.7080166339874268 (1.7080166339874268) | > loss_1: 28.439048767089844 (28.439048767089844)  --> STEP: 1 | > loss_disc: 2.288586139678955 (2.288586139678955) | > loss_disc_real_0: 0.2007148712873459 (0.2007148712873459) | > loss_disc_real_1: 0.22160395979881287 (0.22160395979881287) | > loss_disc_real_2: 0.18275420367717743 (0.18275420367717743) | > loss_disc_real_3: 0.16617996990680695 (0.16617996990680695) | > loss_disc_real_4: 0.26561516523361206 (0.26561516523361206) | > loss_disc_real_5: 0.2535041570663452 (0.2535041570663452) | > loss_0: 2.288586139678955 (2.288586139678955) | > loss_gen: 2.8881797790527344 (2.8881797790527344) | > loss_kl: 2.0405566692352295 (2.0405566692352295) | > loss_feat: 7.725564002990723 (7.725564002990723) | > loss_mel: 13.435428619384766 (13.435428619384766) | > loss_duration: 1.8046627044677734 (1.8046627044677734) | > loss_1: 27.894392013549805 (27.894392013549805)  --> STEP: 2 | > loss_disc: 2.1763665676116943 (2.2324763536453247) | > loss_disc_real_0: 0.18442198634147644 (0.19256842881441116) | > loss_disc_real_1: 0.20198042690753937 (0.21179219335317612) | > loss_disc_real_2: 0.15631774067878723 (0.16953597217798233) | > loss_disc_real_3: 0.16661293804645538 (0.16639645397663116) | > loss_disc_real_4: 0.2426559031009674 (0.25413553416728973) | > loss_disc_real_5: 0.2458052784204483 (0.24965471774339676) | > loss_0: 2.1763665676116943 (2.2324763536453247) | > loss_gen: 3.0182597637176514 (2.953219771385193) | > loss_kl: 1.9517697095870972 (1.9961631894111633) | > loss_feat: 9.45436954498291 (8.589966773986816) | > loss_mel: 15.003928184509277 (14.219678401947021) | > loss_duration: 1.852959394454956 (1.8288110494613647) | > loss_1: 31.281286239624023 (29.587839126586914)  --> STEP: 3 | > loss_disc: 2.357692241668701 (2.27421498298645) | > loss_disc_real_0: 0.17665447294712067 (0.18726377685864767) | > loss_disc_real_1: 0.22433757781982422 (0.21597398817539215) | > loss_disc_real_2: 0.18219026923179626 (0.17375407119592032) | > loss_disc_real_3: 0.17665457725524902 (0.16981582840283713) | > loss_disc_real_4: 0.2594897150993347 (0.25592026114463806) | > loss_disc_real_5: 0.2528010606765747 (0.25070349872112274) | > loss_0: 2.357692241668701 (2.27421498298645) | > loss_gen: 2.689385175704956 (2.8652749061584473) | > loss_kl: 1.8987797498703003 (1.9637020428975422) | > loss_feat: 7.036367416381836 (8.072100321451822) | > loss_mel: 12.722926139831543 (13.720760981241861) | > loss_duration: 1.8181450366973877 (1.8252557118733723) | > loss_1: 26.165603637695312 (28.447093963623047)  --> STEP: 4 | > loss_disc: 2.2533977031707764 (2.2690106630325317) | > loss_disc_real_0: 0.17691652476787567 (0.18467696383595467) | > loss_disc_real_1: 0.19994919002056122 (0.21196778863668442) | > loss_disc_real_2: 0.16374440491199493 (0.17125165462493896) | > loss_disc_real_3: 0.14154116809368134 (0.16274716332554817) | > loss_disc_real_4: 0.2640085518360138 (0.257942333817482) | > loss_disc_real_5: 0.27244511246681213 (0.2561389021575451) | > loss_0: 2.2533977031707764 (2.2690106630325317) | > loss_gen: 2.9414520263671875 (2.8843191862106323) | > loss_kl: 2.155181884765625 (2.011572003364563) | > loss_feat: 9.613053321838379 (8.457338571548462) | > loss_mel: 15.130977630615234 (14.073315143585205) | > loss_duration: 1.7708940505981445 (1.8116652965545654) | > loss_1: 31.611557006835938 (29.23820972442627) --> EVAL PERFORMANCE | > avg_loader_time: 0.28218209743499756 (+0.002863466739654541) | > avg_loss_disc: 2.2690106630325317 (+0.036157846450805664) | > avg_loss_disc_real_0: 0.18467696383595467 (+0.052444567903876305) | > avg_loss_disc_real_1: 0.21196778863668442 (+0.06323783472180367) | > avg_loss_disc_real_2: 0.17125165462493896 (+0.009513325989246368) | > avg_loss_disc_real_3: 0.16274716332554817 (-0.09629284590482712) | > avg_loss_disc_real_4: 0.257942333817482 (+0.028355266898870468) | > avg_loss_disc_real_5: 0.2561389021575451 (+0.019163645803928375) | > avg_loss_0: 2.2690106630325317 (+0.036157846450805664) | > avg_loss_gen: 2.8843191862106323 (+0.182611882686615) | > avg_loss_kl: 2.011572003364563 (-0.06689649820327759) | > avg_loss_feat: 8.457338571548462 (+0.24130916595458984) | > avg_loss_mel: 14.073315143585205 (+0.11562943458557129) | > avg_loss_duration: 1.8116652965545654 (+0.0006616711616516113) | > avg_loss_1: 29.23820972442627 (+0.4733152389526367)  > EPOCH: 295/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 17:32:01)   --> TIME: 2025-05-10 17:32:13 -- STEP: 12/725 -- GLOBAL_STEP: 259750 | > loss_disc: 2.0972414016723633 (2.202742318312327) | > loss_disc_real_0: 0.09518694132566452 (0.13368244841694832) | > loss_disc_real_1: 0.18776825070381165 (0.19680156682928404) | > loss_disc_real_2: 0.20740830898284912 (0.18901510164141655) | > loss_disc_real_3: 0.19225037097930908 (0.20018650591373444) | > loss_disc_real_4: 0.2006678283214569 (0.19579713667432466) | > loss_disc_real_5: 0.196641206741333 (0.2175410588582357) | > loss_0: 2.0972414016723633 (2.202742318312327) | > grad_norm_0: tensor(19.0820, device='cuda:0') (tensor(21.2511, device='cuda:0')) | > loss_gen: 2.837672233581543 (2.7627138098080954) | > loss_kl: 1.9056241512298584 (1.7844715615113576) | > loss_feat: 9.104533195495605 (8.224255442619324) | > loss_mel: 13.960897445678711 (13.288876930872599) | > loss_duration: 1.7155444622039795 (1.6779456933339436) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.52427101135254 (27.738262971242268) | > grad_norm_1: tensor(588.7340, device='cuda:0') (tensor(406.0177, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8276 (0.8336452841758728) | > loader_time: 0.0086 (0.0095255176226298)  --> TIME: 2025-05-10 17:32:56 -- STEP: 62/725 -- GLOBAL_STEP: 259800 | > loss_disc: 2.3194634914398193 (2.21468625914666) | > loss_disc_real_0: 0.18159037828445435 (0.13998932415439236) | > loss_disc_real_1: 0.2037087380886078 (0.1921181964778131) | > loss_disc_real_2: 0.220663383603096 (0.18950708883423958) | > loss_disc_real_3: 0.1958562433719635 (0.20527405171625077) | > loss_disc_real_4: 0.19091680645942688 (0.19648962059328634) | > loss_disc_real_5: 0.20531296730041504 (0.2104803085807831) | > loss_0: 2.3194634914398193 (2.21468625914666) | > grad_norm_0: tensor(16.8074, device='cuda:0') (tensor(22.8995, device='cuda:0')) | > loss_gen: 2.508995294570923 (2.730952339787638) | > loss_kl: 1.8212273120880127 (1.7875533353897832) | > loss_feat: 6.9010772705078125 (8.147575393799812) | > loss_mel: 11.422505378723145 (13.016707420349121) | > loss_duration: 1.7234642505645752 (1.6741352523526838) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.377269744873047 (27.35692378013365) | > grad_norm_1: tensor(410.3897, device='cuda:0') (tensor(441.3835, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.856 (0.8505622840696766) | > loader_time: 0.01 (0.009968219264861073)  --> TIME: 2025-05-10 17:33:40 -- STEP: 112/725 -- GLOBAL_STEP: 259850 | > loss_disc: 2.2802858352661133 (2.216232289161) | > loss_disc_real_0: 0.23328329622745514 (0.1420663205374564) | > loss_disc_real_1: 0.19041982293128967 (0.1913405953507338) | > loss_disc_real_2: 0.18983015418052673 (0.18956633444343293) | > loss_disc_real_3: 0.20938831567764282 (0.2051692052877375) | > loss_disc_real_4: 0.20036590099334717 (0.1962679189496807) | > loss_disc_real_5: 0.20869094133377075 (0.2088455803958433) | > loss_0: 2.2802858352661133 (2.216232289161) | > grad_norm_0: tensor(30.6242, device='cuda:0') (tensor(24.3026, device='cuda:0')) | > loss_gen: 2.6338906288146973 (2.7412169000932147) | > loss_kl: 1.7946770191192627 (1.759495266846248) | > loss_feat: 7.336678981781006 (8.146673802818569) | > loss_mel: 11.6038236618042 (13.043228813580104) | > loss_duration: 1.6910192966461182 (1.6806041385446275) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.060089111328125 (27.37121890272413) | > grad_norm_1: tensor(566.1677, device='cuda:0') (tensor(460.6978, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8299 (0.8510071635246277) | > loader_time: 0.0096 (0.010117726666586736)  --> TIME: 2025-05-10 17:34:23 -- STEP: 162/725 -- GLOBAL_STEP: 259900 | > loss_disc: 2.3026089668273926 (2.2218230903884506) | > loss_disc_real_0: 0.1833743155002594 (0.14248620783105312) | > loss_disc_real_1: 0.19725525379180908 (0.19097753641781984) | > loss_disc_real_2: 0.2212153673171997 (0.18956980596721906) | > loss_disc_real_3: 0.19844457507133484 (0.20601660178767314) | > loss_disc_real_4: 0.19926626980304718 (0.1965035915742686) | > loss_disc_real_5: 0.2058219015598297 (0.20868176525389714) | > loss_0: 2.3026089668273926 (2.2218230903884506) | > grad_norm_0: tensor(17.3770, device='cuda:0') (tensor(23.1761, device='cuda:0')) | > loss_gen: 2.727052927017212 (2.7345597273037745) | > loss_kl: 1.7550454139709473 (1.7398442920343375) | > loss_feat: 8.002384185791016 (8.135133484263477) | > loss_mel: 12.525915145874023 (13.026300854153106) | > loss_duration: 1.6268689632415771 (1.6809838450985186) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.637266159057617 (27.316822252155834) | > grad_norm_1: tensor(457.9608, device='cuda:0') (tensor(437.4119, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8358 (0.8492921929300568) | > loader_time: 0.0096 (0.009990836367195033)  --> TIME: 2025-05-10 17:35:06 -- STEP: 212/725 -- GLOBAL_STEP: 259950 | > loss_disc: 2.317934274673462 (2.2214730966765908) | > loss_disc_real_0: 0.1619645357131958 (0.14245933090459623) | > loss_disc_real_1: 0.19770151376724243 (0.1908112235086144) | > loss_disc_real_2: 0.21922506392002106 (0.18895290953651914) | > loss_disc_real_3: 0.20954811573028564 (0.2065978677908205) | > loss_disc_real_4: 0.21412715315818787 (0.19668593911348653) | > loss_disc_real_5: 0.2067667841911316 (0.2082861003307802) | > loss_0: 2.317934274673462 (2.2214730966765908) | > grad_norm_0: tensor(17.3123, device='cuda:0') (tensor(22.4302, device='cuda:0')) | > loss_gen: 2.6992251873016357 (2.7325111447640174) | > loss_kl: 1.5701223611831665 (1.7336129720480937) | > loss_feat: 7.373328685760498 (8.12101038222043) | > loss_mel: 12.27173900604248 (13.000412630585007) | > loss_duration: 1.6827373504638672 (1.6804215042096262) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.597152709960938 (27.267968663629503) | > grad_norm_1: tensor(537.6674, device='cuda:0') (tensor(436.1726, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8399 (0.8513018050283756) | > loader_time: 0.0107 (0.01004282033668374)  --> TIME: 2025-05-10 17:35:49 -- STEP: 262/725 -- GLOBAL_STEP: 260000 | > loss_disc: 2.2912845611572266 (2.2183370863208314) | > loss_disc_real_0: 0.14109356701374054 (0.14174953066096957) | > loss_disc_real_1: 0.23240435123443604 (0.19085870768505198) | > loss_disc_real_2: 0.19357971847057343 (0.188733670263345) | > loss_disc_real_3: 0.2405060976743698 (0.2064378155210546) | > loss_disc_real_4: 0.18362902104854584 (0.19670689976169867) | > loss_disc_real_5: 0.23642556369304657 (0.2078474147515443) | > loss_0: 2.2912845611572266 (2.2183370863208314) | > grad_norm_0: tensor(30.0407, device='cuda:0') (tensor(22.8347, device='cuda:0')) | > loss_gen: 2.7031445503234863 (2.7433761822358336) | > loss_kl: 1.775895118713379 (1.7329395003901182) | > loss_feat: 8.011005401611328 (8.167887210845947) | > loss_mel: 12.16568374633789 (13.05024229661199) | > loss_duration: 1.6801443099975586 (1.6808731660588094) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.335872650146484 (27.37531838890251) | > grad_norm_1: tensor(626.9724, device='cuda:0') (tensor(444.1611, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8866 (0.8508166784548578) | > loader_time: 0.0099 (0.010048365774955458) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_260000.pth  --> TIME: 2025-05-10 17:36:36 -- STEP: 312/725 -- GLOBAL_STEP: 260050 | > loss_disc: 2.1566028594970703 (2.2181074038529984) | > loss_disc_real_0: 0.11110807955265045 (0.14149952617784337) | > loss_disc_real_1: 0.2089885026216507 (0.19134609358241922) | > loss_disc_real_2: 0.2158278077840805 (0.18912096144870313) | > loss_disc_real_3: 0.2113320678472519 (0.20615348420464075) | > loss_disc_real_4: 0.17965519428253174 (0.1966836076611891) | > loss_disc_real_5: 0.199202299118042 (0.2072732143868238) | > loss_0: 2.1566028594970703 (2.2181074038529984) | > grad_norm_0: tensor(17.9335, device='cuda:0') (tensor(22.6789, device='cuda:0')) | > loss_gen: 2.7119381427764893 (2.7431782575754013) | > loss_kl: 1.8933868408203125 (1.7350202298317208) | > loss_feat: 8.383907318115234 (8.157634525727007) | > loss_mel: 13.054500579833984 (13.04209811870869) | > loss_duration: 1.680434226989746 (1.6799497103843941) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.724166870117188 (27.357880849104678) | > grad_norm_1: tensor(425.6195, device='cuda:0') (tensor(441.7495, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8429 (0.8512576566292689) | > loader_time: 0.0111 (0.010109641613104405)  --> TIME: 2025-05-10 17:37:19 -- STEP: 362/725 -- GLOBAL_STEP: 260100 | > loss_disc: 2.2127363681793213 (2.2184581177010707) | > loss_disc_real_0: 0.14603191614151 (0.14103141040103867) | > loss_disc_real_1: 0.18259631097316742 (0.19145377898249177) | > loss_disc_real_2: 0.2283543199300766 (0.1895016290617912) | > loss_disc_real_3: 0.21471385657787323 (0.20616534558119695) | > loss_disc_real_4: 0.22553443908691406 (0.19699837292096886) | > loss_disc_real_5: 0.18968674540519714 (0.20697105848822142) | > loss_0: 2.2127363681793213 (2.2184581177010707) | > grad_norm_0: tensor(20.6712, device='cuda:0') (tensor(22.4194, device='cuda:0')) | > loss_gen: 2.9232430458068848 (2.742925651824276) | > loss_kl: 1.843738079071045 (1.737518955330823) | > loss_feat: 8.43526840209961 (8.15304699128504) | > loss_mel: 13.710957527160645 (13.027347409264165) | > loss_duration: 1.6251262426376343 (1.6787079296059377) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.538331985473633 (27.339546972875453) | > grad_norm_1: tensor(681.0699, device='cuda:0') (tensor(444.3945, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8517 (0.8522274342689725) | > loader_time: 0.01 (0.010131311680071923)  --> TIME: 2025-05-10 17:38:03 -- STEP: 412/725 -- GLOBAL_STEP: 260150 | > loss_disc: 2.3242251873016357 (2.2210623737677753) | > loss_disc_real_0: 0.1298307329416275 (0.14138346550606398) | > loss_disc_real_1: 0.2337549328804016 (0.19149512859079446) | > loss_disc_real_2: 0.19259749352931976 (0.18961511281074836) | > loss_disc_real_3: 0.21757706999778748 (0.20590772002356725) | > loss_disc_real_4: 0.2087332159280777 (0.19702340727581558) | > loss_disc_real_5: 0.24521608650684357 (0.20749185187290012) | > loss_0: 2.3242251873016357 (2.2210623737677753) | > grad_norm_0: tensor(18.7365, device='cuda:0') (tensor(22.2744, device='cuda:0')) | > loss_gen: 2.61628794670105 (2.7398234229643363) | > loss_kl: 1.7158383131027222 (1.7353228099137838) | > loss_feat: 7.649111270904541 (8.131809514703102) | > loss_mel: 12.217177391052246 (13.008325086056612) | > loss_duration: 1.6823354959487915 (1.6792532622235499) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.880748748779297 (27.294534127689115) | > grad_norm_1: tensor(407.3367, device='cuda:0') (tensor(444.4417, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8452 (0.8527593612670898) | > loader_time: 0.0099 (0.010151578384695705)  --> TIME: 2025-05-10 17:38:46 -- STEP: 462/725 -- GLOBAL_STEP: 260200 | > loss_disc: 2.073082685470581 (2.2184886421476033) | > loss_disc_real_0: 0.0956592932343483 (0.14095406393919666) | > loss_disc_real_1: 0.19070519506931305 (0.1912706975877543) | > loss_disc_real_2: 0.18660968542099 (0.18955389403806627) | > loss_disc_real_3: 0.20985004305839539 (0.2059650667882585) | > loss_disc_real_4: 0.17474475502967834 (0.1967214831993693) | > loss_disc_real_5: 0.18945690989494324 (0.20708876174120672) | > loss_0: 2.073082685470581 (2.2184886421476033) | > grad_norm_0: tensor(11.8459, device='cuda:0') (tensor(22.1836, device='cuda:0')) | > loss_gen: 3.0053162574768066 (2.7462039014477746) | > loss_kl: 1.787676453590393 (1.7299287974576418) | > loss_feat: 8.67337417602539 (8.16041406511745) | > loss_mel: 14.015158653259277 (13.036517310452156) | > loss_duration: 1.7098886966705322 (1.6796110654290108) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.19141387939453 (27.35267512416428) | > grad_norm_1: tensor(489.5629, device='cuda:0') (tensor(448.0847, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8016 (0.8525026850886159) | > loader_time: 0.0098 (0.01017664985739308)  --> TIME: 2025-05-10 17:39:30 -- STEP: 512/725 -- GLOBAL_STEP: 260250 | > loss_disc: 2.16745662689209 (2.221930235624308) | > loss_disc_real_0: 0.09800270199775696 (0.1416382094175787) | > loss_disc_real_1: 0.18453006446361542 (0.19164383129100315) | > loss_disc_real_2: 0.19281406700611115 (0.1896611019619741) | > loss_disc_real_3: 0.20034177601337433 (0.2061862172849942) | > loss_disc_real_4: 0.18872052431106567 (0.19701315014390272) | > loss_disc_real_5: 0.20886166393756866 (0.20723465163609942) | > loss_0: 2.16745662689209 (2.221930235624308) | > grad_norm_0: tensor(20.8059, device='cuda:0') (tensor(22.5481, device='cuda:0')) | > loss_gen: 2.830669403076172 (2.7446812959387894) | > loss_kl: 1.6157474517822266 (1.7249751470517372) | > loss_feat: 8.076299667358398 (8.14378030970693) | > loss_mel: 13.405640602111816 (13.015721024945382) | > loss_duration: 1.6422243118286133 (1.680179533315823) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.570579528808594 (27.30933728814126) | > grad_norm_1: tensor(636.2982, device='cuda:0') (tensor(447.0520, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8547 (0.852446417324245) | > loader_time: 0.0098 (0.01016621105372906)  --> TIME: 2025-05-10 17:40:13 -- STEP: 562/725 -- GLOBAL_STEP: 260300 | > loss_disc: 2.1204161643981934 (2.219195177970827) | > loss_disc_real_0: 0.16803833842277527 (0.14093020515934) | > loss_disc_real_1: 0.20271706581115723 (0.19160144776105878) | > loss_disc_real_2: 0.1980641484260559 (0.18950937799711673) | > loss_disc_real_3: 0.17612019181251526 (0.20607718114751086) | > loss_disc_real_4: 0.16816182434558868 (0.1968300666302124) | > loss_disc_real_5: 0.1863299310207367 (0.20702692245885568) | > loss_0: 2.1204161643981934 (2.219195177970827) | > grad_norm_0: tensor(31.7748, device='cuda:0') (tensor(22.4747, device='cuda:0')) | > loss_gen: 2.8887879848480225 (2.747492035937055) | > loss_kl: 1.7777734994888306 (1.724009581307924) | > loss_feat: 8.710182189941406 (8.160299203574025) | > loss_mel: 13.254596710205078 (13.019229598741093) | > loss_duration: 1.645071029663086 (1.6799083067853262) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.276412963867188 (27.330938692194724) | > grad_norm_1: tensor(433.8059, device='cuda:0') (tensor(452.3947, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8955 (0.8523025767234721) | > loader_time: 0.0103 (0.01016539865541289)  --> TIME: 2025-05-10 17:40:56 -- STEP: 612/725 -- GLOBAL_STEP: 260350 | > loss_disc: 2.2923636436462402 (2.219189785080013) | > loss_disc_real_0: 0.14541533589363098 (0.14096022175710185) | > loss_disc_real_1: 0.202418252825737 (0.1914878535309648) | > loss_disc_real_2: 0.20396430790424347 (0.18971220308951303) | > loss_disc_real_3: 0.23377832770347595 (0.206207925612046) | > loss_disc_real_4: 0.20050780475139618 (0.19688411780139978) | > loss_disc_real_5: 0.22516095638275146 (0.206959954420336) | > loss_0: 2.2923636436462402 (2.219189785080013) | > grad_norm_0: tensor(14.9524, device='cuda:0') (tensor(22.5887, device='cuda:0')) | > loss_gen: 2.6563923358917236 (2.749061891456055) | > loss_kl: 1.6920133829116821 (1.7256463505084219) | > loss_feat: 7.3024516105651855 (8.166452037742719) | > loss_mel: 12.493289947509766 (13.032159263012462) | > loss_duration: 1.6136324405670166 (1.6796903240135308) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.757780075073242 (27.35300982232189) | > grad_norm_1: tensor(92.9555, device='cuda:0') (tensor(453.6313, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8262 (0.8522862589437196) | > loader_time: 0.0093 (0.010194718058592355)  --> TIME: 2025-05-10 17:41:39 -- STEP: 662/725 -- GLOBAL_STEP: 260400 | > loss_disc: 2.2617883682250977 (2.2201275931744364) | > loss_disc_real_0: 0.17729200422763824 (0.141222230988777) | > loss_disc_real_1: 0.16099421679973602 (0.19145427756799316) | > loss_disc_real_2: 0.20623676478862762 (0.1896500337835165) | > loss_disc_real_3: 0.20905253291130066 (0.20605315979333802) | > loss_disc_real_4: 0.23378537595272064 (0.19713648212820373) | > loss_disc_real_5: 0.2084084004163742 (0.2071209706793739) | > loss_0: 2.2617883682250977 (2.2201275931744364) | > grad_norm_0: tensor(26.1210, device='cuda:0') (tensor(22.3878, device='cuda:0')) | > loss_gen: 2.7654576301574707 (2.7479746853116773) | > loss_kl: 1.6862128973007202 (1.7264705925189476) | > loss_feat: 8.473352432250977 (8.167733252948866) | > loss_mel: 13.48271656036377 (13.04661927842662) | > loss_duration: 1.6921740770339966 (1.6798608297667847) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.099912643432617 (27.368658604578687) | > grad_norm_1: tensor(598.5739, device='cuda:0') (tensor(448.9843, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.8799 (0.8518369003365045) | > loader_time: 0.01 (0.010218530263065212)  --> TIME: 2025-05-10 17:42:23 -- STEP: 712/725 -- GLOBAL_STEP: 260450 | > loss_disc: 2.3013830184936523 (2.2214980492096212) | > loss_disc_real_0: 0.21333058178424835 (0.14146574379436755) | > loss_disc_real_1: 0.21100196242332458 (0.19154507409404511) | > loss_disc_real_2: 0.19850455224514008 (0.18981359848815405) | > loss_disc_real_3: 0.20086786150932312 (0.20607421990860714) | > loss_disc_real_4: 0.1879933923482895 (0.19722817095226777) | > loss_disc_real_5: 0.22047170996665955 (0.2073582945119464) | > loss_0: 2.3013830184936523 (2.2214980492096212) | > grad_norm_0: tensor(37.6437, device='cuda:0') (tensor(22.2716, device='cuda:0')) | > loss_gen: 2.6992719173431396 (2.7454514208804364) | > loss_kl: 1.7791672945022583 (1.7250560018118848) | > loss_feat: 7.660616874694824 (8.15687649035722) | > loss_mel: 12.508036613464355 (13.038184653507193) | > loss_duration: 1.6720778942108154 (1.679328866051825) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.319169998168945 (27.34489742825542) | > grad_norm_1: tensor(524.5605, device='cuda:0') (tensor(446.2844, device='cuda:0')) | > current_lr_0: 0.00019275887619249013 | > current_lr_1: 0.00019275887619249013 | > step_time: 0.824 (0.851857485061281) | > loader_time: 0.0124 (0.010239106215787743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3079349994659424 (2.3079349994659424) | > loss_disc_real_0: 0.11264370381832123 (0.11264370381832123) | > loss_disc_real_1: 0.15225505828857422 (0.15225505828857422) | > loss_disc_real_2: 0.22787784039974213 (0.22787784039974213) | > loss_disc_real_3: 0.2351991981267929 (0.2351991981267929) | > loss_disc_real_4: 0.22897973656654358 (0.22897973656654358) | > loss_disc_real_5: 0.1749517023563385 (0.1749517023563385) | > loss_0: 2.3079349994659424 (2.3079349994659424) | > loss_gen: 2.4639456272125244 (2.4639456272125244) | > loss_kl: 2.088529348373413 (2.088529348373413) | > loss_feat: 8.725107192993164 (8.725107192993164) | > loss_mel: 14.166962623596191 (14.166962623596191) | > loss_duration: 1.7035220861434937 (1.7035220861434937) | > loss_1: 29.1480655670166 (29.1480655670166)  --> STEP: 1 | > loss_disc: 2.2455666065216064 (2.2455666065216064) | > loss_disc_real_0: 0.10433607548475266 (0.10433607548475266) | > loss_disc_real_1: 0.14971670508384705 (0.14971670508384705) | > loss_disc_real_2: 0.2380688637495041 (0.2380688637495041) | > loss_disc_real_3: 0.2220350205898285 (0.2220350205898285) | > loss_disc_real_4: 0.22295305132865906 (0.22295305132865906) | > loss_disc_real_5: 0.18720325827598572 (0.18720325827598572) | > loss_0: 2.2455666065216064 (2.2455666065216064) | > loss_gen: 2.574896812438965 (2.574896812438965) | > loss_kl: 2.1703784465789795 (2.1703784465789795) | > loss_feat: 9.046060562133789 (9.046060562133789) | > loss_mel: 14.952286720275879 (14.952286720275879) | > loss_duration: 1.8091151714324951 (1.8091151714324951) | > loss_1: 30.552736282348633 (30.552736282348633)  --> STEP: 2 | > loss_disc: 2.2507824897766113 (2.248174548149109) | > loss_disc_real_0: 0.1156117245554924 (0.10997390002012253) | > loss_disc_real_1: 0.14922383427619934 (0.1494702696800232) | > loss_disc_real_2: 0.23598289489746094 (0.2370258793234825) | > loss_disc_real_3: 0.22136074304580688 (0.2216978818178177) | > loss_disc_real_4: 0.2187582403421402 (0.22085564583539963) | > loss_disc_real_5: 0.19222430884838104 (0.18971378356218338) | > loss_0: 2.2507824897766113 (2.248174548149109) | > loss_gen: 2.5301733016967773 (2.552535057067871) | > loss_kl: 2.1638543605804443 (2.167116403579712) | > loss_feat: 8.189802169799805 (8.617931365966797) | > loss_mel: 14.21071720123291 (14.581501960754395) | > loss_duration: 1.8514478206634521 (1.8302814960479736) | > loss_1: 28.945995330810547 (29.74936580657959)  --> STEP: 3 | > loss_disc: 2.343658685684204 (2.2800025939941406) | > loss_disc_real_0: 0.12746864557266235 (0.11580548187096913) | > loss_disc_real_1: 0.16592000424861908 (0.15495351453622183) | > loss_disc_real_2: 0.21990711987018585 (0.23131962617238364) | > loss_disc_real_3: 0.24613946676254272 (0.2298450767993927) | > loss_disc_real_4: 0.2521202266216278 (0.23127717276414236) | > loss_disc_real_5: 0.21805156767368317 (0.19915971159934998) | > loss_0: 2.343658685684204 (2.2800025939941406) | > loss_gen: 2.529923439025879 (2.5449978510538735) | > loss_kl: 1.9023357629776 (2.078856190045675) | > loss_feat: 8.54630184173584 (8.59405485788981) | > loss_mel: 14.06175422668457 (14.408252716064453) | > loss_duration: 1.8207329511642456 (1.8270986477533977) | > loss_1: 28.861045837402344 (29.453259150187176)  --> STEP: 4 | > loss_disc: 2.1801490783691406 (2.2550392150878906) | > loss_disc_real_0: 0.1059536561369896 (0.11334252543747425) | > loss_disc_real_1: 0.15798279643058777 (0.1557108350098133) | > loss_disc_real_2: 0.18685589730739594 (0.2202036939561367) | > loss_disc_real_3: 0.21179191768169403 (0.22533178701996803) | > loss_disc_real_4: 0.1878252774477005 (0.2204141989350319) | > loss_disc_real_5: 0.20399032533168793 (0.20036736503243446) | > loss_0: 2.1801490783691406 (2.2550392150878906) | > loss_gen: 2.533466100692749 (2.5421149134635925) | > loss_kl: 1.8336738348007202 (2.017560601234436) | > loss_feat: 9.06529426574707 (8.711864709854126) | > loss_mel: 14.091524124145508 (14.329070568084717) | > loss_duration: 1.7617716789245605 (1.8107669055461884) | > loss_1: 29.285730361938477 (29.411376953125) --> EVAL PERFORMANCE | > avg_loader_time: 0.2843016982078552 (+0.002119600772857666) | > avg_loss_disc: 2.2550392150878906 (-0.013971447944641113) | > avg_loss_disc_real_0: 0.11334252543747425 (-0.07133443839848042) | > avg_loss_disc_real_1: 0.1557108350098133 (-0.05625695362687111) | > avg_loss_disc_real_2: 0.2202036939561367 (+0.04895203933119774) | > avg_loss_disc_real_3: 0.22533178701996803 (+0.06258462369441986) | > avg_loss_disc_real_4: 0.2204141989350319 (-0.037528134882450104) | > avg_loss_disc_real_5: 0.20036736503243446 (-0.055771537125110626) | > avg_loss_0: 2.2550392150878906 (-0.013971447944641113) | > avg_loss_gen: 2.5421149134635925 (-0.3422042727470398) | > avg_loss_kl: 2.017560601234436 (+0.005988597869873047) | > avg_loss_feat: 8.711864709854126 (+0.25452613830566406) | > avg_loss_mel: 14.329070568084717 (+0.2557554244995117) | > avg_loss_duration: 1.8107669055461884 (-0.0008983910083770752) | > avg_loss_1: 29.411376953125 (+0.17316722869873047)  > EPOCH: 296/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 17:42:40)   --> TIME: 2025-05-10 17:43:14 -- STEP: 37/725 -- GLOBAL_STEP: 260500 | > loss_disc: 2.2271299362182617 (2.229151010513306) | > loss_disc_real_0: 0.12299434095621109 (0.1478381386479816) | > loss_disc_real_1: 0.2057659775018692 (0.18940431725334478) | > loss_disc_real_2: 0.1977527141571045 (0.18699115273114797) | > loss_disc_real_3: 0.16914619505405426 (0.20459532214177623) | > loss_disc_real_4: 0.21465346217155457 (0.1968547862929267) | > loss_disc_real_5: 0.16248051822185516 (0.21280445158481598) | > loss_0: 2.2271299362182617 (2.229151010513306) | > grad_norm_0: tensor(19.7521, device='cuda:0') (tensor(24.9307, device='cuda:0')) | > loss_gen: 2.7053167819976807 (2.780966932709153) | > loss_kl: 1.7570111751556396 (1.7270512162028133) | > loss_feat: 8.158382415771484 (8.30830715798043) | > loss_mel: 13.114529609680176 (13.308487428201211) | > loss_duration: 1.6860721111297607 (1.6760104475794613) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.421310424804688 (27.800822902370143) | > grad_norm_1: tensor(147.5918, device='cuda:0') (tensor(395.7132, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8573 (0.8498649919355238) | > loader_time: 0.0102 (0.01012805345896128)  --> TIME: 2025-05-10 17:43:57 -- STEP: 87/725 -- GLOBAL_STEP: 260550 | > loss_disc: 2.316790819168091 (2.2102652308584627) | > loss_disc_real_0: 0.11654619127511978 (0.14189297714452637) | > loss_disc_real_1: 0.19000431895256042 (0.1896312332701409) | > loss_disc_real_2: 0.17858707904815674 (0.18665511563591575) | > loss_disc_real_3: 0.2016831338405609 (0.20498562578497262) | > loss_disc_real_4: 0.20018064975738525 (0.1954925719691419) | > loss_disc_real_5: 0.18502244353294373 (0.20800127637112278) | > loss_0: 2.316790819168091 (2.2102652308584627) | > grad_norm_0: tensor(18.5233, device='cuda:0') (tensor(22.5536, device='cuda:0')) | > loss_gen: 2.6279664039611816 (2.7630187588176516) | > loss_kl: 1.6650868654251099 (1.728924255261476) | > loss_feat: 7.287240982055664 (8.261265677967286) | > loss_mel: 11.94493579864502 (13.14496428391029) | > loss_duration: 1.6355888843536377 (1.6763320969439102) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.160818099975586 (27.574504896142017) | > grad_norm_1: tensor(497.4632, device='cuda:0') (tensor(426.6032, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8214 (0.8488284911232433) | > loader_time: 0.0091 (0.009914225545422786)  --> TIME: 2025-05-10 17:44:41 -- STEP: 137/725 -- GLOBAL_STEP: 260600 | > loss_disc: 2.1287903785705566 (2.197567565597756) | > loss_disc_real_0: 0.10884285718202591 (0.13943923960854543) | > loss_disc_real_1: 0.16577373445034027 (0.18916550887762196) | > loss_disc_real_2: 0.1752142459154129 (0.18608085811138153) | > loss_disc_real_3: 0.19296219944953918 (0.20418990669894393) | > loss_disc_real_4: 0.16477178037166595 (0.19436139858117069) | > loss_disc_real_5: 0.17967036366462708 (0.20808984197839334) | > loss_0: 2.1287903785705566 (2.197567565597756) | > grad_norm_0: tensor(23.0942, device='cuda:0') (tensor(22.6241, device='cuda:0')) | > loss_gen: 2.791558265686035 (2.7714171392204126) | > loss_kl: 1.8465032577514648 (1.7345344724446317) | > loss_feat: 9.11563777923584 (8.327821609747664) | > loss_mel: 12.593976974487305 (13.17900597092009) | > loss_duration: 1.6645801067352295 (1.677202738984658) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.01225471496582 (27.68998186431662) | > grad_norm_1: tensor(551.7698, device='cuda:0') (tensor(435.4145, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8199 (0.8496478282622177) | > loader_time: 0.0088 (0.009902397211450732)  --> TIME: 2025-05-10 17:45:24 -- STEP: 187/725 -- GLOBAL_STEP: 260650 | > loss_disc: 2.1695282459259033 (2.2008400715608634) | > loss_disc_real_0: 0.12252064794301987 (0.1395435391023835) | > loss_disc_real_1: 0.1847619116306305 (0.18959722233647325) | > loss_disc_real_2: 0.16443486511707306 (0.1868718411514466) | > loss_disc_real_3: 0.2040119767189026 (0.20420005893643522) | > loss_disc_real_4: 0.1949676126241684 (0.19472813510639783) | > loss_disc_real_5: 0.2382119745016098 (0.2078073441504157) | > loss_0: 2.1695282459259033 (2.2008400715608634) | > grad_norm_0: tensor(23.8177, device='cuda:0') (tensor(22.3621, device='cuda:0')) | > loss_gen: 2.887284755706787 (2.7635665921603945) | > loss_kl: 1.7249184846878052 (1.7375070309256484) | > loss_feat: 8.933813095092773 (8.285637592886843) | > loss_mel: 14.046723365783691 (13.117879464664561) | > loss_duration: 1.70419442653656 (1.6782449126881074) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.29693603515625 (27.582835508540352) | > grad_norm_1: tensor(663.1849, device='cuda:0') (tensor(440.1652, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8616 (0.8493946937316241) | > loader_time: 0.0106 (0.009973356430543303)  --> TIME: 2025-05-10 17:46:07 -- STEP: 237/725 -- GLOBAL_STEP: 260700 | > loss_disc: 2.2182416915893555 (2.205576898679452) | > loss_disc_real_0: 0.163386732339859 (0.14059561984574245) | > loss_disc_real_1: 0.204257532954216 (0.1901568705019568) | > loss_disc_real_2: 0.18455414474010468 (0.18740153457293532) | > loss_disc_real_3: 0.21369943022727966 (0.20511533734919146) | > loss_disc_real_4: 0.1948755383491516 (0.19554280291629744) | > loss_disc_real_5: 0.2067357897758484 (0.20695885229965805) | > loss_0: 2.2182416915893555 (2.205576898679452) | > grad_norm_0: tensor(30.3675, device='cuda:0') (tensor(22.3900, device='cuda:0')) | > loss_gen: 2.71103835105896 (2.759653670878351) | > loss_kl: 1.8753739595413208 (1.7283039973254946) | > loss_feat: 7.787354469299316 (8.245268294579859) | > loss_mel: 12.891504287719727 (13.051786084718342) | > loss_duration: 1.667358636856079 (1.6785678209634773) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.93263053894043 (27.46357984583086) | > grad_norm_1: tensor(402.6016, device='cuda:0') (tensor(445.5751, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8093 (0.8503608120141654) | > loader_time: 0.009 (0.009948095691857969)  --> TIME: 2025-05-10 17:46:50 -- STEP: 287/725 -- GLOBAL_STEP: 260750 | > loss_disc: 2.285567045211792 (2.206466984665768) | > loss_disc_real_0: 0.08543531596660614 (0.13989354015850441) | > loss_disc_real_1: 0.21401789784431458 (0.19016862663242454) | > loss_disc_real_2: 0.20618338882923126 (0.18787199923385725) | > loss_disc_real_3: 0.21038056910037994 (0.2051018394971143) | > loss_disc_real_4: 0.21251524984836578 (0.19568096916434657) | > loss_disc_real_5: 0.24651670455932617 (0.20732999413894027) | > loss_0: 2.285567045211792 (2.206466984665768) | > grad_norm_0: tensor(12.1504, device='cuda:0') (tensor(22.1709, device='cuda:0')) | > loss_gen: 2.7499301433563232 (2.7579937546095374) | > loss_kl: 1.6707231998443604 (1.7194821078602858) | > loss_feat: 7.5878095626831055 (8.249787117961384) | > loss_mel: 12.765046119689941 (13.092609162945362) | > loss_duration: 1.6875689029693604 (1.6787629655013931) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.461076736450195 (27.49863509600171) | > grad_norm_1: tensor(533.2675, device='cuda:0') (tensor(448.0656, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8209 (0.8491092534015405) | > loader_time: 0.0092 (0.00989771803081659)  --> TIME: 2025-05-10 17:47:33 -- STEP: 337/725 -- GLOBAL_STEP: 260800 | > loss_disc: 2.223855495452881 (2.207357456139358) | > loss_disc_real_0: 0.20270070433616638 (0.14007235685424216) | > loss_disc_real_1: 0.18024112284183502 (0.19030209531239298) | > loss_disc_real_2: 0.18215468525886536 (0.18805230676420365) | > loss_disc_real_3: 0.1976643204689026 (0.20549306605088613) | > loss_disc_real_4: 0.19967257976531982 (0.19589699274177716) | > loss_disc_real_5: 0.22493930160999298 (0.2068716082003421) | > loss_0: 2.223855495452881 (2.207357456139358) | > grad_norm_0: tensor(31.1934, device='cuda:0') (tensor(22.4844, device='cuda:0')) | > loss_gen: 2.7643580436706543 (2.758746527069045) | > loss_kl: 1.79293692111969 (1.7159090516121516) | > loss_feat: 8.05434799194336 (8.241920826343105) | > loss_mel: 12.202627182006836 (13.082720544288703) | > loss_duration: 1.659304141998291 (1.6779755743038054) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.473573684692383 (27.47727250911363) | > grad_norm_1: tensor(123.3783, device='cuda:0') (tensor(451.5235, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8879 (0.8494056360657919) | > loader_time: 0.0099 (0.009881819037372353)  --> TIME: 2025-05-10 17:48:17 -- STEP: 387/725 -- GLOBAL_STEP: 260850 | > loss_disc: 2.3812997341156006 (2.2064863890024413) | > loss_disc_real_0: 0.14713193476200104 (0.13961146471574332) | > loss_disc_real_1: 0.1853698045015335 (0.19018275300353685) | > loss_disc_real_2: 0.20940105617046356 (0.1881395759354574) | > loss_disc_real_3: 0.2291593998670578 (0.20575350919589216) | > loss_disc_real_4: 0.18523558974266052 (0.19573514517733598) | > loss_disc_real_5: 0.21335706114768982 (0.20678033893422562) | > loss_0: 2.3812997341156006 (2.2064863890024413) | > grad_norm_0: tensor(14.5103, device='cuda:0') (tensor(22.6236, device='cuda:0')) | > loss_gen: 2.487184524536133 (2.7607890272017284) | > loss_kl: 1.6312243938446045 (1.7198281214218725) | > loss_feat: 6.277594566345215 (8.246630079678473) | > loss_mel: 10.639923095703125 (13.079413059145905) | > loss_duration: 1.7727588415145874 (1.6778537611012618) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.808685302734375 (27.48451402452258) | > grad_norm_1: tensor(397.9958, device='cuda:0') (tensor(461.5059, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8708 (0.8497887082802236) | > loader_time: 0.0115 (0.009913517831215872)  --> TIME: 2025-05-10 17:49:00 -- STEP: 437/725 -- GLOBAL_STEP: 260900 | > loss_disc: 2.234360933303833 (2.2082906325840006) | > loss_disc_real_0: 0.13707223534584045 (0.1402071826927177) | > loss_disc_real_1: 0.16282352805137634 (0.1902960301536717) | > loss_disc_real_2: 0.17886781692504883 (0.18822497146489692) | > loss_disc_real_3: 0.21866557002067566 (0.20587542223439342) | > loss_disc_real_4: 0.18819057941436768 (0.19594956269526095) | > loss_disc_real_5: 0.2513512670993805 (0.20686246730915742) | > loss_0: 2.234360933303833 (2.2082906325840006) | > grad_norm_0: tensor(16.0802, device='cuda:0') (tensor(22.8461, device='cuda:0')) | > loss_gen: 2.6124730110168457 (2.759156354232019) | > loss_kl: 1.747936487197876 (1.7248038048056766) | > loss_feat: 8.29398250579834 (8.244874142400182) | > loss_mel: 13.397026062011719 (13.082484059803) | > loss_duration: 1.635680913925171 (1.6777619494453448) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.68709945678711 (27.489080298137893) | > grad_norm_1: tensor(68.8176, device='cuda:0') (tensor(460.1000, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8888 (0.8497098463350905) | > loader_time: 0.0096 (0.009941151267603823)  --> TIME: 2025-05-10 17:49:43 -- STEP: 487/725 -- GLOBAL_STEP: 260950 | > loss_disc: 2.308985471725464 (2.208735280947517) | > loss_disc_real_0: 0.16323226690292358 (0.14004892302061264) | > loss_disc_real_1: 0.16713017225265503 (0.19015578962327026) | > loss_disc_real_2: 0.19059130549430847 (0.1886753718649827) | > loss_disc_real_3: 0.19873890280723572 (0.2056722200075949) | > loss_disc_real_4: 0.19310300052165985 (0.1958192917661745) | > loss_disc_real_5: 0.21875932812690735 (0.20702205485142233) | > loss_0: 2.308985471725464 (2.208735280947517) | > grad_norm_0: tensor(14.7974, device='cuda:0') (tensor(22.3130, device='cuda:0')) | > loss_gen: 2.5387136936187744 (2.7567700458503106) | > loss_kl: 1.7604368925094604 (1.7207691040371962) | > loss_feat: 7.005949974060059 (8.247945052152778) | > loss_mel: 12.19903564453125 (13.106916120164938) | > loss_duration: 1.6670961380004883 (1.6784209818321087) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.171234130859375 (27.510821301344738) | > grad_norm_1: tensor(339.5347, device='cuda:0') (tensor(451.7320, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8069 (0.8494453973593901) | > loader_time: 0.0105 (0.009988382856459099)  --> TIME: 2025-05-10 17:50:26 -- STEP: 537/725 -- GLOBAL_STEP: 261000 | > loss_disc: 2.2476601600646973 (2.2117567168933703) | > loss_disc_real_0: 0.176105797290802 (0.14020987011811376) | > loss_disc_real_1: 0.2007446140050888 (0.1903497210428035) | > loss_disc_real_2: 0.19954809546470642 (0.18905379188904325) | > loss_disc_real_3: 0.23003029823303223 (0.2056868420133378) | > loss_disc_real_4: 0.20610681176185608 (0.19620346751070994) | > loss_disc_real_5: 0.20555509626865387 (0.20736781298226262) | > loss_0: 2.2476601600646973 (2.2117567168933703) | > grad_norm_0: tensor(22.5097, device='cuda:0') (tensor(22.2982, device='cuda:0')) | > loss_gen: 2.860719919204712 (2.755472354604767) | > loss_kl: 1.665552020072937 (1.7194462446305114) | > loss_feat: 7.695009231567383 (8.2424551610396) | > loss_mel: 12.460424423217773 (13.12739535994148) | > loss_duration: 1.7111098766326904 (1.6790574698030838) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.39281463623047 (27.523826592017382) | > grad_norm_1: tensor(498.2309, device='cuda:0') (tensor(452.1801, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8495 (0.8492050548283527) | > loader_time: 0.0092 (0.010011618807773128) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_261000.pth  --> TIME: 2025-05-10 17:51:13 -- STEP: 587/725 -- GLOBAL_STEP: 261050 | > loss_disc: 2.2722675800323486 (2.210893285741592) | > loss_disc_real_0: 0.1767638772726059 (0.13991504906338778) | > loss_disc_real_1: 0.19596964120864868 (0.19038348935633345) | > loss_disc_real_2: 0.1995120793581009 (0.188926089256748) | > loss_disc_real_3: 0.2268022894859314 (0.20582529917689368) | > loss_disc_real_4: 0.20228160917758942 (0.1961208674834575) | > loss_disc_real_5: 0.23770923912525177 (0.20762254950135084) | > loss_0: 2.2722675800323486 (2.210893285741592) | > grad_norm_0: tensor(26.4773, device='cuda:0') (tensor(22.0573, device='cuda:0')) | > loss_gen: 2.5995771884918213 (2.755001900346356) | > loss_kl: 1.6083574295043945 (1.716699120945581) | > loss_feat: 7.643505096435547 (8.239663135457068) | > loss_mel: 12.871869087219238 (13.121443914189246) | > loss_duration: 1.6571167707443237 (1.6787588423724076) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.38042449951172 (27.511566912701436) | > grad_norm_1: tensor(340.6543, device='cuda:0') (tensor(449.5035, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8502 (0.8495840193668868) | > loader_time: 0.012 (0.010067646913674658)  --> TIME: 2025-05-10 17:51:56 -- STEP: 637/725 -- GLOBAL_STEP: 261100 | > loss_disc: 2.150193214416504 (2.2114314329306004) | > loss_disc_real_0: 0.16954518854618073 (0.13997753295503573) | > loss_disc_real_1: 0.184579536318779 (0.19036859147589844) | > loss_disc_real_2: 0.20426230132579803 (0.18910686660037504) | > loss_disc_real_3: 0.1968604028224945 (0.20587119516248437) | > loss_disc_real_4: 0.19380530714988708 (0.19608099669732706) | > loss_disc_real_5: 0.19746461510658264 (0.20728342347373394) | > loss_0: 2.150193214416504 (2.2114314329306004) | > grad_norm_0: tensor(30.6789, device='cuda:0') (tensor(22.1980, device='cuda:0')) | > loss_gen: 2.8929712772369385 (2.755207679335325) | > loss_kl: 1.8672457933425903 (1.7217053891725405) | > loss_feat: 8.36794662475586 (8.240365143660652) | > loss_mel: 13.056584358215332 (13.119546469564153) | > loss_duration: 1.652773141860962 (1.678626173332311) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.837520599365234 (27.515450850386458) | > grad_norm_1: tensor(223.9163, device='cuda:0') (tensor(448.3536, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.83 (0.8497494910163821) | > loader_time: 0.0102 (0.010084151847396205)  --> TIME: 2025-05-10 17:52:39 -- STEP: 687/725 -- GLOBAL_STEP: 261150 | > loss_disc: 2.203036069869995 (2.212280935075082) | > loss_disc_real_0: 0.12344195693731308 (0.14009247707227426) | > loss_disc_real_1: 0.18399615585803986 (0.19048944382428082) | > loss_disc_real_2: 0.18094530701637268 (0.18919246822725755) | > loss_disc_real_3: 0.2298453450202942 (0.20596542412190127) | > loss_disc_real_4: 0.22986958920955658 (0.19631160082081356) | > loss_disc_real_5: 0.20305918157100677 (0.20724735670388178) | > loss_0: 2.203036069869995 (2.212280935075082) | > grad_norm_0: tensor(16.1159, device='cuda:0') (tensor(22.2406, device='cuda:0')) | > loss_gen: 2.86183762550354 (2.7542982268021077) | > loss_kl: 1.684012532234192 (1.7246544610985501) | > loss_feat: 9.583976745605469 (8.235273890793744) | > loss_mel: 14.558866500854492 (13.115408294933157) | > loss_duration: 1.6827518939971924 (1.67845643590458) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.371444702148438 (27.50809131716711) | > grad_norm_1: tensor(532.0419, device='cuda:0') (tensor(450.9240, device='cuda:0')) | > current_lr_0: 0.00019273478133296606 | > current_lr_1: 0.00019273478133296606 | > step_time: 0.8644 (0.8494631334857303) | > loader_time: 0.0102 (0.010073240146886831)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4237332344055176 (2.4237332344055176) | > loss_disc_real_0: 0.18349012732505798 (0.18349012732505798) | > loss_disc_real_1: 0.20583270490169525 (0.20583270490169525) | > loss_disc_real_2: 0.25070080161094666 (0.25070080161094666) | > loss_disc_real_3: 0.20844438672065735 (0.20844438672065735) | > loss_disc_real_4: 0.28498151898384094 (0.28498151898384094) | > loss_disc_real_5: 0.24734672904014587 (0.24734672904014587) | > loss_0: 2.4237332344055176 (2.4237332344055176) | > loss_gen: 2.6815946102142334 (2.6815946102142334) | > loss_kl: 2.107948064804077 (2.107948064804077) | > loss_feat: 6.9325971603393555 (6.9325971603393555) | > loss_mel: 12.364924430847168 (12.364924430847168) | > loss_duration: 1.708190679550171 (1.708190679550171) | > loss_1: 25.795255661010742 (25.795255661010742)  --> STEP: 1 | > loss_disc: 2.2709107398986816 (2.2709107398986816) | > loss_disc_real_0: 0.13948677480220795 (0.13948677480220795) | > loss_disc_real_1: 0.2132609486579895 (0.2132609486579895) | > loss_disc_real_2: 0.26580414175987244 (0.26580414175987244) | > loss_disc_real_3: 0.2054980844259262 (0.2054980844259262) | > loss_disc_real_4: 0.2399788498878479 (0.2399788498878479) | > loss_disc_real_5: 0.25969186425209045 (0.25969186425209045) | > loss_0: 2.2709107398986816 (2.2709107398986816) | > loss_gen: 2.909877061843872 (2.909877061843872) | > loss_kl: 2.2762858867645264 (2.2762858867645264) | > loss_feat: 8.27910327911377 (8.27910327911377) | > loss_mel: 14.404881477355957 (14.404881477355957) | > loss_duration: 1.8186662197113037 (1.8186662197113037) | > loss_1: 29.688814163208008 (29.688814163208008)  --> STEP: 2 | > loss_disc: 2.3469908237457275 (2.3089507818222046) | > loss_disc_real_0: 0.18436941504478455 (0.16192809492349625) | > loss_disc_real_1: 0.21200290322303772 (0.2126319259405136) | > loss_disc_real_2: 0.2536579966545105 (0.25973106920719147) | > loss_disc_real_3: 0.2143382728099823 (0.20991817861795425) | > loss_disc_real_4: 0.2544223368167877 (0.2472005933523178) | > loss_disc_real_5: 0.26183491945266724 (0.26076339185237885) | > loss_0: 2.3469908237457275 (2.3089507818222046) | > loss_gen: 2.919715166091919 (2.9147961139678955) | > loss_kl: 2.1011030673980713 (2.188694477081299) | > loss_feat: 8.373276710510254 (8.326189994812012) | > loss_mel: 14.640932083129883 (14.52290678024292) | > loss_duration: 1.8385087251663208 (1.8285874724388123) | > loss_1: 29.87353515625 (29.781174659729004)  --> STEP: 3 | > loss_disc: 2.3598134517669678 (2.3259050051371255) | > loss_disc_real_0: 0.18802770972251892 (0.17062796652317047) | > loss_disc_real_1: 0.2045629769563675 (0.20994227627913156) | > loss_disc_real_2: 0.24587510526180267 (0.2551124145587285) | > loss_disc_real_3: 0.2123950719833374 (0.21074380973974863) | > loss_disc_real_4: 0.24002575874328613 (0.2448089818159739) | > loss_disc_real_5: 0.25215357542037964 (0.25789345304171246) | > loss_0: 2.3598134517669678 (2.3259050051371255) | > loss_gen: 2.7313644886016846 (2.853652238845825) | > loss_kl: 1.97786283493042 (2.118417263031006) | > loss_feat: 8.024322509765625 (8.225567499796549) | > loss_mel: 14.203803062438965 (14.416538874308268) | > loss_duration: 1.8081114292144775 (1.8217621246973674) | > loss_1: 28.745466232299805 (29.435938517252605)  --> STEP: 4 | > loss_disc: 2.34386944770813 (2.3303961157798767) | > loss_disc_real_0: 0.16574926674365997 (0.16940829157829285) | > loss_disc_real_1: 0.21254567801952362 (0.21059312671422958) | > loss_disc_real_2: 0.22494934499263763 (0.2475716471672058) | > loss_disc_real_3: 0.21915178000926971 (0.2128458023071289) | > loss_disc_real_4: 0.2518254816532135 (0.2465631067752838) | > loss_disc_real_5: 0.2452625185251236 (0.25473571941256523) | > loss_0: 2.34386944770813 (2.3303961157798767) | > loss_gen: 2.7916195392608643 (2.838144063949585) | > loss_kl: 1.9871116876602173 (2.0855908691883087) | > loss_feat: 7.616055965423584 (8.073189616203308) | > loss_mel: 13.360296249389648 (14.152478218078613) | > loss_duration: 1.7553337812423706 (1.8051550388336182) | > loss_1: 27.51041603088379 (28.9545578956604) --> EVAL PERFORMANCE | > avg_loader_time: 0.2852470278739929 (+0.0009453296661376953) | > avg_loss_disc: 2.3303961157798767 (+0.07535690069198608) | > avg_loss_disc_real_0: 0.16940829157829285 (+0.056065766140818596) | > avg_loss_disc_real_1: 0.21059312671422958 (+0.054882291704416275) | > avg_loss_disc_real_2: 0.2475716471672058 (+0.027367953211069107) | > avg_loss_disc_real_3: 0.2128458023071289 (-0.012485984712839127) | > avg_loss_disc_real_4: 0.2465631067752838 (+0.026148907840251923) | > avg_loss_disc_real_5: 0.25473571941256523 (+0.05436835438013077) | > avg_loss_0: 2.3303961157798767 (+0.07535690069198608) | > avg_loss_gen: 2.838144063949585 (+0.29602915048599243) | > avg_loss_kl: 2.0855908691883087 (+0.06803026795387268) | > avg_loss_feat: 8.073189616203308 (-0.6386750936508179) | > avg_loss_mel: 14.152478218078613 (-0.17659235000610352) | > avg_loss_duration: 1.8051550388336182 (-0.00561186671257019) | > avg_loss_1: 28.9545578956604 (-0.4568190574645996)  > EPOCH: 297/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 17:53:18)   --> TIME: 2025-05-10 17:53:30 -- STEP: 12/725 -- GLOBAL_STEP: 261200 | > loss_disc: 2.3033432960510254 (2.1908512115478516) | > loss_disc_real_0: 0.1847078651189804 (0.1424677912145853) | > loss_disc_real_1: 0.16825006902217865 (0.19315182169278464) | > loss_disc_real_2: 0.20476286113262177 (0.18597597753008208) | > loss_disc_real_3: 0.20327945053577423 (0.20537884533405304) | > loss_disc_real_4: 0.16131263971328735 (0.19074693694710732) | > loss_disc_real_5: 0.17750783264636993 (0.202836691091458) | > loss_0: 2.3033432960510254 (2.1908512115478516) | > grad_norm_0: tensor(20.9100, device='cuda:0') (tensor(24.2254, device='cuda:0')) | > loss_gen: 2.3812334537506104 (2.7854392727216086) | > loss_kl: 1.9038804769515991 (1.759298841158549) | > loss_feat: 7.242598056793213 (8.441582878430685) | > loss_mel: 12.31113052368164 (13.546153704325357) | > loss_duration: 1.6881284713745117 (1.6836142341295879) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.52696990966797 (28.21608829498291) | > grad_norm_1: tensor(74.0388, device='cuda:0') (tensor(474.9668, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8403 (0.8344595432281494) | > loader_time: 0.0087 (0.010204811890920004)  --> TIME: 2025-05-10 17:54:13 -- STEP: 62/725 -- GLOBAL_STEP: 261250 | > loss_disc: 2.219775676727295 (2.207904627246241) | > loss_disc_real_0: 0.13444817066192627 (0.13952381596449887) | > loss_disc_real_1: 0.18775403499603271 (0.19303802857475896) | > loss_disc_real_2: 0.2171420454978943 (0.18866166760844572) | > loss_disc_real_3: 0.20685213804244995 (0.20477405647116323) | > loss_disc_real_4: 0.22389042377471924 (0.19554572143862325) | > loss_disc_real_5: 0.18189017474651337 (0.20812515121313832) | > loss_0: 2.219775676727295 (2.207904627246241) | > grad_norm_0: tensor(18.9133, device='cuda:0') (tensor(24.8358, device='cuda:0')) | > loss_gen: 2.7414302825927734 (2.7784144724569013) | > loss_kl: 1.764215111732483 (1.722062897297644) | > loss_feat: 7.2339606285095215 (8.339959413774547) | > loss_mel: 12.545204162597656 (13.295659911247991) | > loss_duration: 1.7140239477157593 (1.6776762085576213) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.99883460998535 (27.813772878339215) | > grad_norm_1: tensor(483.1995, device='cuda:0') (tensor(480.0284, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8474 (0.8458553475718344) | > loader_time: 0.0104 (0.010100972267889209)  --> TIME: 2025-05-10 17:54:56 -- STEP: 112/725 -- GLOBAL_STEP: 261300 | > loss_disc: 2.164198875427246 (2.2017569467425337) | > loss_disc_real_0: 0.1729912906885147 (0.14026076552857242) | > loss_disc_real_1: 0.1976599097251892 (0.1921275638576065) | > loss_disc_real_2: 0.1842849999666214 (0.1881101876497269) | > loss_disc_real_3: 0.19454042613506317 (0.2037182624584862) | > loss_disc_real_4: 0.19910477101802826 (0.195101750615452) | > loss_disc_real_5: 0.21037255227565765 (0.20545108177300012) | > loss_0: 2.164198875427246 (2.2017569467425337) | > grad_norm_0: tensor(27.7709, device='cuda:0') (tensor(24.3204, device='cuda:0')) | > loss_gen: 2.8275933265686035 (2.7790646744625915) | > loss_kl: 1.626388669013977 (1.7135207312447684) | > loss_feat: 8.023123741149902 (8.347645095416476) | > loss_mel: 12.689977645874023 (13.261377964700971) | > loss_duration: 1.6890146732330322 (1.6822431577103478) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.856096267700195 (27.783851521355764) | > grad_norm_1: tensor(655.0108, device='cuda:0') (tensor(472.4996, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8179 (0.8462057837418148) | > loader_time: 0.0095 (0.009953877755573817)  --> TIME: 2025-05-10 17:55:40 -- STEP: 162/725 -- GLOBAL_STEP: 261350 | > loss_disc: 2.237154245376587 (2.1996513789082734) | > loss_disc_real_0: 0.11534861475229263 (0.1390869443615278) | > loss_disc_real_1: 0.20603857934474945 (0.19151770884608044) | > loss_disc_real_2: 0.2037210613489151 (0.18823112225458946) | > loss_disc_real_3: 0.18898682296276093 (0.20329148478714038) | > loss_disc_real_4: 0.20385949313640594 (0.19550354015312074) | > loss_disc_real_5: 0.21065759658813477 (0.20591752277112302) | > loss_0: 2.237154245376587 (2.1996513789082734) | > grad_norm_0: tensor(16.3311, device='cuda:0') (tensor(23.8948, device='cuda:0')) | > loss_gen: 2.7156870365142822 (2.7768330058933777) | > loss_kl: 1.7480039596557617 (1.729091062957858) | > loss_feat: 7.788839817047119 (8.352847172890176) | > loss_mel: 13.543715476989746 (13.286485548372623) | > loss_duration: 1.6260992288589478 (1.6817377783634044) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.422344207763672 (27.826994589817378) | > grad_norm_1: tensor(433.5687, device='cuda:0') (tensor(469.7841, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8133 (0.8480480673872395) | > loader_time: 0.0104 (0.00989624894695517)  --> TIME: 2025-05-10 17:56:22 -- STEP: 212/725 -- GLOBAL_STEP: 261400 | > loss_disc: 2.180248737335205 (2.205979216211245) | > loss_disc_real_0: 0.11138510704040527 (0.13967571794143258) | > loss_disc_real_1: 0.18008975684642792 (0.19191619866299178) | > loss_disc_real_2: 0.1934245377779007 (0.18880834317994571) | > loss_disc_real_3: 0.2120508998632431 (0.20381849273195807) | > loss_disc_real_4: 0.19325271248817444 (0.1954758954498003) | > loss_disc_real_5: 0.17671948671340942 (0.20647002496528175) | > loss_0: 2.180248737335205 (2.205979216211245) | > grad_norm_0: tensor(19.2539, device='cuda:0') (tensor(23.4683, device='cuda:0')) | > loss_gen: 2.802253246307373 (2.7651581719236553) | > loss_kl: 1.6814348697662354 (1.727774866909351) | > loss_feat: 8.115200996398926 (8.291798137268929) | > loss_mel: 12.935080528259277 (13.177972523671276) | > loss_duration: 1.689405918121338 (1.6812368057808786) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.22337532043457 (27.643940403776348) | > grad_norm_1: tensor(392.9406, device='cuda:0') (tensor(459.3711, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8311 (0.845402476922521) | > loader_time: 0.0097 (0.00993461991256138)  --> TIME: 2025-05-10 17:57:05 -- STEP: 262/725 -- GLOBAL_STEP: 261450 | > loss_disc: 2.074256181716919 (2.2053974457369487) | > loss_disc_real_0: 0.14974111318588257 (0.13949343067316605) | > loss_disc_real_1: 0.17449818551540375 (0.19149630294956324) | > loss_disc_real_2: 0.1629447191953659 (0.18898859119597286) | > loss_disc_real_3: 0.1857122778892517 (0.20371435133327964) | > loss_disc_real_4: 0.19081656634807587 (0.19575501676961662) | > loss_disc_real_5: 0.17252081632614136 (0.20653407514550304) | > loss_0: 2.074256181716919 (2.2053974457369487) | > grad_norm_0: tensor(26.3981, device='cuda:0') (tensor(23.1016, device='cuda:0')) | > loss_gen: 2.9727954864501953 (2.7659386023310306) | > loss_kl: 1.8307468891143799 (1.7272641481334017) | > loss_feat: 8.790732383728027 (8.304406493674712) | > loss_mel: 14.221229553222656 (13.197921938568582) | > loss_duration: 1.691857933998108 (1.6812335985307476) | > amp_scaler: 256.0 (258.9312977099237) | > loss_1: 29.507362365722656 (27.676764721178827) | > grad_norm_1: tensor(581.9913, device='cuda:0') (tensor(453.4662, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8795 (0.8436764797181574) | > loader_time: 0.0097 (0.009953321391389568)  --> TIME: 2025-05-10 17:57:47 -- STEP: 312/725 -- GLOBAL_STEP: 261500 | > loss_disc: 2.128394603729248 (2.2073983397239285) | > loss_disc_real_0: 0.18389564752578735 (0.13938249129419908) | > loss_disc_real_1: 0.20511804521083832 (0.19173880838430848) | > loss_disc_real_2: 0.185744971036911 (0.1893099067875972) | > loss_disc_real_3: 0.18093305826187134 (0.20420593663285944) | > loss_disc_real_4: 0.20260214805603027 (0.196325979888057) | > loss_disc_real_5: 0.19036947190761566 (0.2061708555198632) | > loss_0: 2.128394603729248 (2.2073983397239285) | > grad_norm_0: tensor(34.1036, device='cuda:0') (tensor(22.9577, device='cuda:0')) | > loss_gen: 2.9784183502197266 (2.765570156085185) | > loss_kl: 1.799885630607605 (1.725996958521697) | > loss_feat: 8.816192626953125 (8.287560716653482) | > loss_mel: 14.176870346069336 (13.162800657443512) | > loss_duration: 1.6824760437011719 (1.6802363926783594) | > amp_scaler: 256.0 (258.4615384615383) | > loss_1: 29.45384407043457 (27.622164848523262) | > grad_norm_1: tensor(451.9939, device='cuda:0') (tensor(454.5479, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8286 (0.8422720913703626) | > loader_time: 0.0104 (0.009919002270087218)  --> TIME: 2025-05-10 17:58:30 -- STEP: 362/725 -- GLOBAL_STEP: 261550 | > loss_disc: 2.2978219985961914 (2.209760358320415) | > loss_disc_real_0: 0.1343316286802292 (0.13965365029254018) | > loss_disc_real_1: 0.2233329564332962 (0.19160061234927314) | > loss_disc_real_2: 0.2188100814819336 (0.189290164748608) | > loss_disc_real_3: 0.20272256433963776 (0.2045989479478552) | > loss_disc_real_4: 0.20850159227848053 (0.19649262014179583) | > loss_disc_real_5: 0.19918192923069 (0.2066117502049187) | > loss_0: 2.2978219985961914 (2.209760358320415) | > grad_norm_0: tensor(17.2773, device='cuda:0') (tensor(22.8725, device='cuda:0')) | > loss_gen: 2.6738510131835938 (2.760068895408463) | > loss_kl: 1.7931816577911377 (1.7214060086571716) | > loss_feat: 6.943434715270996 (8.253479102698488) | > loss_mel: 10.473614692687988 (13.124345587103406) | > loss_duration: 1.6393907070159912 (1.6788441766032862) | > amp_scaler: 256.0 (258.12154696132586) | > loss_1: 23.523473739624023 (27.53814373754006) | > grad_norm_1: tensor(496.1965, device='cuda:0') (tensor(452.2865, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8198 (0.8418946141037494) | > loader_time: 0.0096 (0.009991705746940489)  --> TIME: 2025-05-10 17:59:13 -- STEP: 412/725 -- GLOBAL_STEP: 261600 | > loss_disc: 2.157658338546753 (2.2104361120936944) | > loss_disc_real_0: 0.10646004229784012 (0.13945950714202177) | > loss_disc_real_1: 0.20134137570858002 (0.1917929402688175) | > loss_disc_real_2: 0.2146809697151184 (0.1892754517640303) | > loss_disc_real_3: 0.19429267942905426 (0.2047348955230227) | > loss_disc_real_4: 0.21507325768470764 (0.19667261708708628) | > loss_disc_real_5: 0.1775195598602295 (0.2062909402387234) | > loss_0: 2.157658338546753 (2.2104361120936944) | > grad_norm_0: tensor(20.0919, device='cuda:0') (tensor(23.0269, device='cuda:0')) | > loss_gen: 2.964348554611206 (2.760439028439014) | > loss_kl: 1.611099362373352 (1.7207053847683291) | > loss_feat: 8.75271224975586 (8.240084947891615) | > loss_mel: 12.944831848144531 (13.109069796441828) | > loss_duration: 1.689247727394104 (1.679688709742815) | > amp_scaler: 256.0 (257.8640776699027) | > loss_1: 27.962238311767578 (27.509987812597775) | > grad_norm_1: tensor(602.5948, device='cuda:0') (tensor(456.5140, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8424 (0.841661982744643) | > loader_time: 0.0093 (0.009967978139525486)  --> TIME: 2025-05-10 17:59:55 -- STEP: 462/725 -- GLOBAL_STEP: 261650 | > loss_disc: 2.118211269378662 (2.210811747100962) | > loss_disc_real_0: 0.13102030754089355 (0.13994124312421455) | > loss_disc_real_1: 0.16125069558620453 (0.19163429543569493) | > loss_disc_real_2: 0.19467796385288239 (0.18930305176096038) | > loss_disc_real_3: 0.17710046470165253 (0.2046605974629328) | > loss_disc_real_4: 0.18215930461883545 (0.19655496665796665) | > loss_disc_real_5: 0.1477561593055725 (0.20622422665486598) | > loss_0: 2.118211269378662 (2.210811747100962) | > grad_norm_0: tensor(12.7982, device='cuda:0') (tensor(23.3859, device='cuda:0')) | > loss_gen: 2.905519485473633 (2.7606099627234735) | > loss_kl: 1.7456437349319458 (1.7194400839991388) | > loss_feat: 8.617355346679688 (8.231168793393428) | > loss_mel: 14.03465461730957 (13.092233701185746) | > loss_duration: 1.7050589323043823 (1.679498224031358) | > amp_scaler: 256.0 (257.6623376623375) | > loss_1: 29.00823211669922 (27.482950726628818) | > grad_norm_1: tensor(341.6119, device='cuda:0') (tensor(457.5541, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.7825 (0.8408552516590466) | > loader_time: 0.0095 (0.009933670877894287)  --> TIME: 2025-05-10 18:00:38 -- STEP: 512/725 -- GLOBAL_STEP: 261700 | > loss_disc: 2.2121922969818115 (2.2094113305211067) | > loss_disc_real_0: 0.13116547465324402 (0.13989594350277906) | > loss_disc_real_1: 0.18756015598773956 (0.19146711836219768) | > loss_disc_real_2: 0.18601633608341217 (0.18924881811835798) | > loss_disc_real_3: 0.18283772468566895 (0.20442817866569388) | > loss_disc_real_4: 0.19563984870910645 (0.19654581116628822) | > loss_disc_real_5: 0.2437000721693039 (0.20630147677729832) | > loss_0: 2.2121922969818115 (2.2094113305211067) | > grad_norm_0: tensor(16.6299, device='cuda:0') (tensor(23.3241, device='cuda:0')) | > loss_gen: 2.6075174808502197 (2.762066543567927) | > loss_kl: 1.767619013786316 (1.7196074482053523) | > loss_feat: 8.103494644165039 (8.236236316151924) | > loss_mel: 13.026695251464844 (13.105010459199548) | > loss_duration: 1.639042615890503 (1.6802762062288825) | > amp_scaler: 256.0 (257.4999999999998) | > loss_1: 27.144367218017578 (27.5031969062984) | > grad_norm_1: tensor(137.4735, device='cuda:0') (tensor(457.5764, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8466 (0.8411328764632345) | > loader_time: 0.0094 (0.009921414777636533)  --> TIME: 2025-05-10 18:01:20 -- STEP: 562/725 -- GLOBAL_STEP: 261750 | > loss_disc: 2.2382771968841553 (2.208349785346578) | > loss_disc_real_0: 0.20795007050037384 (0.14020274000182692) | > loss_disc_real_1: 0.2076505720615387 (0.19121429647627258) | > loss_disc_real_2: 0.1853611022233963 (0.18900772186784978) | > loss_disc_real_3: 0.18156830966472626 (0.20439733620534167) | > loss_disc_real_4: 0.17548491060733795 (0.19636402740491232) | > loss_disc_real_5: 0.2117549180984497 (0.2057875314482166) | > loss_0: 2.2382771968841553 (2.208349785346578) | > grad_norm_0: tensor(28.1986, device='cuda:0') (tensor(23.4088, device='cuda:0')) | > loss_gen: 2.9153828620910645 (2.764331488422654) | > loss_kl: 1.8606445789337158 (1.7195615662374533) | > loss_feat: 8.250850677490234 (8.23514307775532) | > loss_mel: 12.029128074645996 (13.102158643172729) | > loss_duration: 1.6555440425872803 (1.6802984781536767) | > amp_scaler: 256.0 (257.36654804270444) | > loss_1: 26.711549758911133 (27.501493175683073) | > grad_norm_1: tensor(478.2253, device='cuda:0') (tensor(459.9599, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8675 (0.8401882169085466) | > loader_time: 0.0108 (0.009901511711582177)  --> TIME: 2025-05-10 18:02:03 -- STEP: 612/725 -- GLOBAL_STEP: 261800 | > loss_disc: 2.2582101821899414 (2.208126254331054) | > loss_disc_real_0: 0.1437605321407318 (0.13976401342626882) | > loss_disc_real_1: 0.19816632568836212 (0.19128119258904) | > loss_disc_real_2: 0.1796700656414032 (0.18907881693707573) | > loss_disc_real_3: 0.18927836418151855 (0.2043677812405662) | > loss_disc_real_4: 0.18218757212162018 (0.1964679536914902) | > loss_disc_real_5: 0.23593266308307648 (0.2058162244852462) | > loss_0: 2.2582101821899414 (2.208126254331054) | > grad_norm_0: tensor(14.2313, device='cuda:0') (tensor(23.1788, device='cuda:0')) | > loss_gen: 2.646479606628418 (2.763606572073272) | > loss_kl: 1.7058238983154297 (1.7215476279554804) | > loss_feat: 7.799805164337158 (8.233321355838406) | > loss_mel: 12.097268104553223 (13.108659272100407) | > loss_duration: 1.6164298057556152 (1.6800311332434625) | > amp_scaler: 256.0 (257.2549019607842) | > loss_1: 25.865808486938477 (27.507165899463736) | > grad_norm_1: tensor(469.3371, device='cuda:0') (tensor(457.3170, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.814 (0.8401398557463503) | > loader_time: 0.0088 (0.009891777256735011)  --> TIME: 2025-05-10 18:02:45 -- STEP: 662/725 -- GLOBAL_STEP: 261850 | > loss_disc: 2.3389687538146973 (2.208640559562385) | > loss_disc_real_0: 0.12264180183410645 (0.13972406398808848) | > loss_disc_real_1: 0.22145697474479675 (0.19138156467334028) | > loss_disc_real_2: 0.19315876066684723 (0.18882868022536942) | > loss_disc_real_3: 0.19924677908420563 (0.2045353694489716) | > loss_disc_real_4: 0.2140180766582489 (0.19642776777556994) | > loss_disc_real_5: 0.20140334963798523 (0.20600081863180028) | > loss_0: 2.3389687538146973 (2.208640559562385) | > grad_norm_0: tensor(14.6946, device='cuda:0') (tensor(22.8708, device='cuda:0')) | > loss_gen: 2.506594657897949 (2.7619717794602754) | > loss_kl: 1.8527629375457764 (1.723716164283522) | > loss_feat: 7.42097806930542 (8.223705636050408) | > loss_mel: 13.003412246704102 (13.094215943373937) | > loss_duration: 1.696419358253479 (1.680519926043797) | > amp_scaler: 256.0 (257.16012084592126) | > loss_1: 26.480167388916016 (27.484129387086256) | > grad_norm_1: tensor(418.3860, device='cuda:0') (tensor(456.5469, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8657 (0.8396768170180998) | > loader_time: 0.0098 (0.009905264456826757)  --> TIME: 2025-05-10 18:03:28 -- STEP: 712/725 -- GLOBAL_STEP: 261900 | > loss_disc: 2.237196922302246 (2.2101209619072057) | > loss_disc_real_0: 0.17586137354373932 (0.14000224728095395) | > loss_disc_real_1: 0.17850442230701447 (0.19133446202351814) | > loss_disc_real_2: 0.19595973193645477 (0.18907812082867945) | > loss_disc_real_3: 0.17140716314315796 (0.20460939105976841) | > loss_disc_real_4: 0.16703596711158752 (0.19661086393792288) | > loss_disc_real_5: 0.1945410817861557 (0.20597432670968302) | > loss_0: 2.237196922302246 (2.2101209619072057) | > grad_norm_0: tensor(26.9312, device='cuda:0') (tensor(22.9379, device='cuda:0')) | > loss_gen: 2.61236834526062 (2.7603790401742714) | > loss_kl: 1.8213764429092407 (1.725952794712581) | > loss_feat: 7.7223711013793945 (8.2154314256786) | > loss_mel: 12.33212661743164 (13.086708926082991) | > loss_duration: 1.6858242750167847 (1.6802095998539026) | > amp_scaler: 256.0 (257.07865168539314) | > loss_1: 26.17406463623047 (27.46868172656285) | > grad_norm_1: tensor(619.1022, device='cuda:0') (tensor(455.3929, device='cuda:0')) | > current_lr_0: 0.00019271068948529944 | > current_lr_1: 0.00019271068948529944 | > step_time: 0.8024 (0.8396052952562825) | > loader_time: 0.0092 (0.00991334238748873)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.261890411376953 (2.261890411376953) | > loss_disc_real_0: 0.1444038450717926 (0.1444038450717926) | > loss_disc_real_1: 0.18516302108764648 (0.18516302108764648) | > loss_disc_real_2: 0.17700189352035522 (0.17700189352035522) | > loss_disc_real_3: 0.21804460883140564 (0.21804460883140564) | > loss_disc_real_4: 0.25807181000709534 (0.25807181000709534) | > loss_disc_real_5: 0.20550963282585144 (0.20550963282585144) | > loss_0: 2.261890411376953 (2.261890411376953) | > loss_gen: 2.5911076068878174 (2.5911076068878174) | > loss_kl: 2.164240837097168 (2.164240837097168) | > loss_feat: 7.882292747497559 (7.882292747497559) | > loss_mel: 12.995975494384766 (12.995975494384766) | > loss_duration: 1.702218770980835 (1.702218770980835) | > loss_1: 27.33583641052246 (27.33583641052246)  --> STEP: 1 | > loss_disc: 2.208193778991699 (2.208193778991699) | > loss_disc_real_0: 0.12182934582233429 (0.12182934582233429) | > loss_disc_real_1: 0.17670662701129913 (0.17670662701129913) | > loss_disc_real_2: 0.17600759863853455 (0.17600759863853455) | > loss_disc_real_3: 0.19484281539916992 (0.19484281539916992) | > loss_disc_real_4: 0.28184056282043457 (0.28184056282043457) | > loss_disc_real_5: 0.24511802196502686 (0.24511802196502686) | > loss_0: 2.208193778991699 (2.208193778991699) | > loss_gen: 2.786538600921631 (2.786538600921631) | > loss_kl: 2.0210511684417725 (2.0210511684417725) | > loss_feat: 9.204566955566406 (9.204566955566406) | > loss_mel: 14.617288589477539 (14.617288589477539) | > loss_duration: 1.8010371923446655 (1.8010371923446655) | > loss_1: 30.430482864379883 (30.430482864379883)  --> STEP: 2 | > loss_disc: 2.2410287857055664 (2.224611282348633) | > loss_disc_real_0: 0.13142341375350952 (0.1266263797879219) | > loss_disc_real_1: 0.1816926747560501 (0.17919965088367462) | > loss_disc_real_2: 0.17136643826961517 (0.17368701845407486) | > loss_disc_real_3: 0.22073662281036377 (0.20778971910476685) | > loss_disc_real_4: 0.295751690864563 (0.2887961268424988) | > loss_disc_real_5: 0.2188139706850052 (0.23196599632501602) | > loss_0: 2.2410287857055664 (2.224611282348633) | > loss_gen: 2.7054238319396973 (2.745981216430664) | > loss_kl: 2.0702874660491943 (2.0456693172454834) | > loss_feat: 7.971319198608398 (8.587943077087402) | > loss_mel: 13.461844444274902 (14.03956651687622) | > loss_duration: 1.8534060716629028 (1.8272216320037842) | > loss_1: 28.06228256225586 (29.24638271331787)  --> STEP: 3 | > loss_disc: 2.17059588432312 (2.206606149673462) | > loss_disc_real_0: 0.12398876994848251 (0.12574717650810877) | > loss_disc_real_1: 0.17584866285324097 (0.17808265487353006) | > loss_disc_real_2: 0.16334450244903564 (0.1702395131190618) | > loss_disc_real_3: 0.2026021033525467 (0.2060605138540268) | > loss_disc_real_4: 0.27456018328666687 (0.2840508123238881) | > loss_disc_real_5: 0.21811096370220184 (0.2273476521174113) | > loss_0: 2.17059588432312 (2.206606149673462) | > loss_gen: 2.6793627738952637 (2.723775068918864) | > loss_kl: 1.9231104850769043 (2.0048163731892905) | > loss_feat: 8.414290428161621 (8.530058860778809) | > loss_mel: 13.38691234588623 (13.822015126546225) | > loss_duration: 1.813014030456543 (1.8224857648213704) | > loss_1: 28.216690063476562 (28.903151830037434)  --> STEP: 4 | > loss_disc: 2.30299973487854 (2.2307045459747314) | > loss_disc_real_0: 0.15286052227020264 (0.13252551294863224) | > loss_disc_real_1: 0.17290900647640228 (0.17678924277424812) | > loss_disc_real_2: 0.15759287774562836 (0.16707785427570343) | > loss_disc_real_3: 0.21885019540786743 (0.20925793424248695) | > loss_disc_real_4: 0.2945363521575928 (0.2866721972823143) | > loss_disc_real_5: 0.22145244479179382 (0.22587385028600693) | > loss_0: 2.30299973487854 (2.2307045459747314) | > loss_gen: 2.5807361602783203 (2.688015341758728) | > loss_kl: 2.011153221130371 (2.0064005851745605) | > loss_feat: 8.6235990524292 (8.553443908691406) | > loss_mel: 12.11316967010498 (13.394803762435913) | > loss_duration: 1.7675724029541016 (1.8087574243545532) | > loss_1: 27.096229553222656 (28.45142126083374) --> EVAL PERFORMANCE | > avg_loader_time: 0.2871137261390686 (+0.0018666982650756836) | > avg_loss_disc: 2.2307045459747314 (-0.09969156980514526) | > avg_loss_disc_real_0: 0.13252551294863224 (-0.036882778629660606) | > avg_loss_disc_real_1: 0.17678924277424812 (-0.03380388393998146) | > avg_loss_disc_real_2: 0.16707785427570343 (-0.08049379289150238) | > avg_loss_disc_real_3: 0.20925793424248695 (-0.0035878680646419525) | > avg_loss_disc_real_4: 0.2866721972823143 (+0.04010909050703049) | > avg_loss_disc_real_5: 0.22587385028600693 (-0.028861869126558304) | > avg_loss_0: 2.2307045459747314 (-0.09969156980514526) | > avg_loss_gen: 2.688015341758728 (-0.15012872219085693) | > avg_loss_kl: 2.0064005851745605 (-0.07919028401374817) | > avg_loss_feat: 8.553443908691406 (+0.48025429248809814) | > avg_loss_mel: 13.394803762435913 (-0.7576744556427002) | > avg_loss_duration: 1.8087574243545532 (+0.0036023855209350586) | > avg_loss_1: 28.45142126083374 (-0.5031366348266602)  > EPOCH: 298/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 18:03:45)   --> TIME: 2025-05-10 18:04:19 -- STEP: 37/725 -- GLOBAL_STEP: 261950 | > loss_disc: 2.221019744873047 (2.243985820460964) | > loss_disc_real_0: 0.16019019484519958 (0.14297062581455386) | > loss_disc_real_1: 0.20294338464736938 (0.1937259363161551) | > loss_disc_real_2: 0.19988702237606049 (0.19285062559553096) | > loss_disc_real_3: 0.19342420995235443 (0.2058869705006883) | > loss_disc_real_4: 0.1847880482673645 (0.20043313785179243) | > loss_disc_real_5: 0.17679138481616974 (0.20733086482898608) | > loss_0: 2.221019744873047 (2.243985820460964) | > grad_norm_0: tensor(29.1907, device='cuda:0') (tensor(20.3798, device='cuda:0')) | > loss_gen: 2.7143163681030273 (2.6899400144009977) | > loss_kl: 1.5614488124847412 (1.711057675851358) | > loss_feat: 7.924961090087891 (7.815854613845413) | > loss_mel: 12.047268867492676 (12.85909956854743) | > loss_duration: 1.6846253871917725 (1.6762530030430973) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.9326229095459 (26.752205152769346) | > grad_norm_1: tensor(500.2084, device='cuda:0') (tensor(428.9020, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8524 (0.8535721430907378) | > loader_time: 0.0097 (0.010194198505298511)  --> TIME: 2025-05-10 18:05:03 -- STEP: 87/725 -- GLOBAL_STEP: 262000 | > loss_disc: 2.132244825363159 (2.220810865533763) | > loss_disc_real_0: 0.08638694882392883 (0.14051362161321204) | > loss_disc_real_1: 0.15916506946086884 (0.19202158882700163) | > loss_disc_real_2: 0.1893196702003479 (0.18959685594871126) | > loss_disc_real_3: 0.17793431878089905 (0.20485984953655595) | > loss_disc_real_4: 0.17816568911075592 (0.1985281568834151) | > loss_disc_real_5: 0.19843322038650513 (0.2070870428592309) | > loss_0: 2.132244825363159 (2.220810865533763) | > grad_norm_0: tensor(17.9155, device='cuda:0') (tensor(22.0178, device='cuda:0')) | > loss_gen: 2.7706685066223145 (2.736219184152011) | > loss_kl: 1.6826133728027344 (1.717869953177441) | > loss_feat: 9.185370445251465 (8.090299140447856) | > loss_mel: 13.97597599029541 (13.043703320382656) | > loss_duration: 1.6491186618804932 (1.6777789181676401) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.26374626159668 (27.265870456037856) | > grad_norm_1: tensor(595.0750, device='cuda:0') (tensor(435.3948, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8298 (0.8583204389988691) | > loader_time: 0.0094 (0.010121263306716392) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_262000.pth  --> TIME: 2025-05-10 18:05:49 -- STEP: 137/725 -- GLOBAL_STEP: 262050 | > loss_disc: 2.0405335426330566 (2.209916727386251) | > loss_disc_real_0: 0.08952680230140686 (0.14044553868091894) | > loss_disc_real_1: 0.20043592154979706 (0.1919092727403571) | > loss_disc_real_2: 0.17171503603458405 (0.18887964326099757) | > loss_disc_real_3: 0.20460185408592224 (0.20492327985537312) | > loss_disc_real_4: 0.1572328507900238 (0.1969654713451427) | > loss_disc_real_5: 0.2132348120212555 (0.20451996361252164) | > loss_0: 2.0405335426330566 (2.209916727386251) | > grad_norm_0: tensor(16.3300, device='cuda:0') (tensor(22.8205, device='cuda:0')) | > loss_gen: 2.879575729370117 (2.7576156167218286) | > loss_kl: 1.8732408285140991 (1.7243174036053848) | > loss_feat: 9.07365894317627 (8.18331004233256) | > loss_mel: 13.770394325256348 (13.085287567472806) | > loss_duration: 1.6632983684539795 (1.6779367941139387) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.26016616821289 (27.42846742337638) | > grad_norm_1: tensor(481.8479, device='cuda:0') (tensor(447.0483, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8306 (0.8563755115453344) | > loader_time: 0.0103 (0.010057275312660383)  --> TIME: 2025-05-10 18:06:32 -- STEP: 187/725 -- GLOBAL_STEP: 262100 | > loss_disc: 2.273653745651245 (2.2118639161880007) | > loss_disc_real_0: 0.18069444596767426 (0.1400681225692525) | > loss_disc_real_1: 0.20021401345729828 (0.19184654664228307) | > loss_disc_real_2: 0.19448372721672058 (0.189201483353574) | > loss_disc_real_3: 0.20350107550621033 (0.20528276073422666) | > loss_disc_real_4: 0.21616226434707642 (0.19675894631421506) | > loss_disc_real_5: 0.18824243545532227 (0.20560334766293592) | > loss_0: 2.273653745651245 (2.2118639161880007) | > grad_norm_0: tensor(16.6075, device='cuda:0') (tensor(23.0800, device='cuda:0')) | > loss_gen: 2.5818698406219482 (2.7541935622373352) | > loss_kl: 1.7313761711120605 (1.7311928380619397) | > loss_feat: 7.232364177703857 (8.174662041791626) | > loss_mel: 11.475464820861816 (13.067666410762358) | > loss_duration: 1.6895861625671387 (1.679519879626718) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.710660934448242 (27.407234691681076) | > grad_norm_1: tensor(325.8838, device='cuda:0') (tensor(449.7440, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8498 (0.8552445217887348) | > loader_time: 0.0098 (0.010055774035938282)  --> TIME: 2025-05-10 18:07:16 -- STEP: 237/725 -- GLOBAL_STEP: 262150 | > loss_disc: 2.222174882888794 (2.2095562652193537) | > loss_disc_real_0: 0.16432605683803558 (0.14027081499119864) | > loss_disc_real_1: 0.19845914840698242 (0.1916873465736204) | > loss_disc_real_2: 0.20301416516304016 (0.18880488902707643) | > loss_disc_real_3: 0.2072959691286087 (0.2051505806073861) | > loss_disc_real_4: 0.2094682902097702 (0.1972943212412581) | > loss_disc_real_5: 0.18458163738250732 (0.20495907855436268) | > loss_0: 2.222174882888794 (2.2095562652193537) | > grad_norm_0: tensor(21.7405, device='cuda:0') (tensor(22.8712, device='cuda:0')) | > loss_gen: 2.629574775695801 (2.757437868963313) | > loss_kl: 1.9173928499221802 (1.7324887614712936) | > loss_feat: 7.506612300872803 (8.203257156323783) | > loss_mel: 11.812782287597656 (13.091979413092892) | > loss_duration: 1.6669902801513672 (1.678910954592097) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.533353805541992 (27.46407417909003) | > grad_norm_1: tensor(489.9507, device='cuda:0') (tensor(453.1032, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8157 (0.8549415029050932) | > loader_time: 0.0092 (0.010014551098336646)  --> TIME: 2025-05-10 18:07:59 -- STEP: 287/725 -- GLOBAL_STEP: 262200 | > loss_disc: 2.1752912998199463 (2.2069380453654692) | > loss_disc_real_0: 0.16498003900051117 (0.13952618071530348) | > loss_disc_real_1: 0.2133028358221054 (0.19131878885450262) | > loss_disc_real_2: 0.20030577480793 (0.18835976392757603) | > loss_disc_real_3: 0.2110876590013504 (0.20510004606188806) | > loss_disc_real_4: 0.20044776797294617 (0.19700253850906987) | > loss_disc_real_5: 0.1715191900730133 (0.2054441722324086) | > loss_0: 2.1752912998199463 (2.2069380453654692) | > grad_norm_0: tensor(35.2749, device='cuda:0') (tensor(22.7573, device='cuda:0')) | > loss_gen: 2.774177312850952 (2.7569948488826945) | > loss_kl: 1.6197872161865234 (1.7272117520043244) | > loss_feat: 7.942442417144775 (8.213683748079095) | > loss_mel: 12.162866592407227 (13.098306748925184) | > loss_duration: 1.6979578733444214 (1.679108323535853) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.19723129272461 (27.475305437626325) | > grad_norm_1: tensor(567.5425, device='cuda:0') (tensor(458.5172, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8157 (0.8540810350757028) | > loader_time: 0.0096 (0.01002842042504287)  --> TIME: 2025-05-10 18:08:42 -- STEP: 337/725 -- GLOBAL_STEP: 262250 | > loss_disc: 2.1637706756591797 (2.2059217917813028) | > loss_disc_real_0: 0.12726673483848572 (0.13928313000619602) | > loss_disc_real_1: 0.22052820026874542 (0.19130642844767531) | > loss_disc_real_2: 0.1794048547744751 (0.18856341999786902) | > loss_disc_real_3: 0.21612043678760529 (0.20479838497030284) | > loss_disc_real_4: 0.19717761874198914 (0.19692607051540914) | > loss_disc_real_5: 0.17418353259563446 (0.2051929746608) | > loss_0: 2.1637706756591797 (2.2059217917813028) | > grad_norm_0: tensor(33.8647, device='cuda:0') (tensor(22.8730, device='cuda:0')) | > loss_gen: 2.8809053897857666 (2.7601651692602682) | > loss_kl: 1.7185399532318115 (1.7210640008796216) | > loss_feat: 8.486357688903809 (8.225683851836347) | > loss_mel: 13.767196655273438 (13.101456274264642) | > loss_duration: 1.6664965152740479 (1.6784971000886466) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.51949691772461 (27.486866376520265) | > grad_norm_1: tensor(565.8633, device='cuda:0') (tensor(458.4910, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8822 (0.8539407196667499) | > loader_time: 0.0099 (0.010035633687095754)  --> TIME: 2025-05-10 18:09:26 -- STEP: 387/725 -- GLOBAL_STEP: 262300 | > loss_disc: 2.31209135055542 (2.2018120661570424) | > loss_disc_real_0: 0.20105311274528503 (0.13950859029471743) | > loss_disc_real_1: 0.21000976860523224 (0.19126641265181613) | > loss_disc_real_2: 0.22192180156707764 (0.18799869608355438) | > loss_disc_real_3: 0.23542717099189758 (0.20437606225796148) | > loss_disc_real_4: 0.21037623286247253 (0.19651954322668325) | > loss_disc_real_5: 0.23541702330112457 (0.20452948499865634) | > loss_0: 2.31209135055542 (2.2018120661570424) | > grad_norm_0: tensor(36.8961, device='cuda:0') (tensor(22.9371, device='cuda:0')) | > loss_gen: 2.8145153522491455 (2.7651607152411475) | > loss_kl: 1.695183277130127 (1.7160056422847185) | > loss_feat: 7.589946746826172 (8.23434076506346) | > loss_mel: 12.715585708618164 (13.120794626477458) | > loss_duration: 1.7398419380187988 (1.6785122753729813) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.555072784423828 (27.514814031832593) | > grad_norm_1: tensor(511.2171, device='cuda:0') (tensor(456.8696, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.871 (0.8538420034009356) | > loader_time: 0.0096 (0.009987722071566323)  --> TIME: 2025-05-10 18:10:09 -- STEP: 437/725 -- GLOBAL_STEP: 262350 | > loss_disc: 2.2695655822753906 (2.200510181878742) | > loss_disc_real_0: 0.11042074114084244 (0.13957885540254625) | > loss_disc_real_1: 0.14890335500240326 (0.1912006127820681) | > loss_disc_real_2: 0.20935915410518646 (0.18792775276732943) | > loss_disc_real_3: 0.20395052433013916 (0.20413850050087112) | > loss_disc_real_4: 0.21642789244651794 (0.1961661712937825) | > loss_disc_real_5: 0.229427307844162 (0.2046540162656074) | > loss_0: 2.2695655822753906 (2.200510181878742) | > grad_norm_0: tensor(10.5383, device='cuda:0') (tensor(22.7221, device='cuda:0')) | > loss_gen: 2.6168100833892822 (2.7644561199083473) | > loss_kl: 1.9253047704696655 (1.7156541031067103) | > loss_feat: 8.121601104736328 (8.24174649764526) | > loss_mel: 12.645323753356934 (13.115453569512615) | > loss_duration: 1.6359667778015137 (1.678175736892142) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.94500732421875 (27.51548601669905) | > grad_norm_1: tensor(185.0576, device='cuda:0') (tensor(452.0193, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.894 (0.8528938440763705) | > loader_time: 0.011 (0.009979586306643974)  --> TIME: 2025-05-10 18:10:52 -- STEP: 487/725 -- GLOBAL_STEP: 262400 | > loss_disc: 2.185847282409668 (2.2001124610646308) | > loss_disc_real_0: 0.15968948602676392 (0.13931957505322107) | > loss_disc_real_1: 0.20479431748390198 (0.19100478062027537) | > loss_disc_real_2: 0.1907690465450287 (0.18785210177149378) | > loss_disc_real_3: 0.24743913114070892 (0.20423100132961788) | > loss_disc_real_4: 0.21272972226142883 (0.19624436990925914) | > loss_disc_real_5: 0.2227960228919983 (0.20471476195896443) | > loss_0: 2.185847282409668 (2.2001124610646308) | > grad_norm_0: tensor(23.8654, device='cuda:0') (tensor(22.5344, device='cuda:0')) | > loss_gen: 2.8940951824188232 (2.767131808357316) | > loss_kl: 1.7234585285186768 (1.7159657299640976) | > loss_feat: 8.935731887817383 (8.254302436076642) | > loss_mel: 14.847058296203613 (13.128016875265068) | > loss_duration: 1.6479244232177734 (1.6788918218083944) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.048267364501953 (27.544308648706707) | > grad_norm_1: tensor(524.1269, device='cuda:0') (tensor(451.5005, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.807 (0.8528055160686955) | > loader_time: 0.0095 (0.009973094693444345)  --> TIME: 2025-05-10 18:11:35 -- STEP: 537/725 -- GLOBAL_STEP: 262450 | > loss_disc: 2.170332193374634 (2.200390192161504) | > loss_disc_real_0: 0.12504884600639343 (0.139531318410482) | > loss_disc_real_1: 0.21146604418754578 (0.1910625402876341) | > loss_disc_real_2: 0.1881292760372162 (0.18796608290414799) | > loss_disc_real_3: 0.22434021532535553 (0.2044732728539455) | > loss_disc_real_4: 0.22285643219947815 (0.19630465266646846) | > loss_disc_real_5: 0.2185479700565338 (0.20449640586611512) | > loss_0: 2.170332193374634 (2.200390192161504) | > grad_norm_0: tensor(30.1488, device='cuda:0') (tensor(22.6634, device='cuda:0')) | > loss_gen: 2.7566027641296387 (2.769117455686714) | > loss_kl: 1.5863831043243408 (1.7134484676453432) | > loss_feat: 8.60438346862793 (8.252259671799077) | > loss_mel: 13.342516899108887 (13.12419227870039) | > loss_duration: 1.7178832292556763 (1.6795106466922018) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.007770538330078 (27.538528509868144) | > grad_norm_1: tensor(656.5173, device='cuda:0') (tensor(451.2506, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8402 (0.852618494069332) | > loader_time: 0.0093 (0.00998605163403729)  --> TIME: 2025-05-10 18:12:19 -- STEP: 587/725 -- GLOBAL_STEP: 262500 | > loss_disc: 2.2375388145446777 (2.200680295490935) | > loss_disc_real_0: 0.14912578463554382 (0.13920651508250892) | > loss_disc_real_1: 0.1658952385187149 (0.1910891223959054) | > loss_disc_real_2: 0.1721469610929489 (0.18812488382475948) | > loss_disc_real_3: 0.18968944251537323 (0.20442576752102967) | > loss_disc_real_4: 0.18578889966011047 (0.19625722087627792) | > loss_disc_real_5: 0.19383561611175537 (0.20467078147592507) | > loss_0: 2.2375388145446777 (2.200680295490935) | > grad_norm_0: tensor(35.2448, device='cuda:0') (tensor(22.4852, device='cuda:0')) | > loss_gen: 2.6896567344665527 (2.768419170298405) | > loss_kl: 1.7650349140167236 (1.7119157346793696) | > loss_feat: 7.787672996520996 (8.252868359905289) | > loss_mel: 12.82101821899414 (13.127408599528579) | > loss_duration: 1.659462332725525 (1.6791642930682318) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.72284507751465 (27.53977615707371) | > grad_norm_1: tensor(577.8286, device='cuda:0') (tensor(447.0164, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8651 (0.8534562612107909) | > loader_time: 0.0096 (0.009985182516822611)  --> TIME: 2025-05-10 18:13:02 -- STEP: 637/725 -- GLOBAL_STEP: 262550 | > loss_disc: 2.2109270095825195 (2.1998068502222567) | > loss_disc_real_0: 0.10783100128173828 (0.1391776243408959) | > loss_disc_real_1: 0.17164768278598785 (0.19101925425851365) | > loss_disc_real_2: 0.19200484454631805 (0.18819031984877174) | > loss_disc_real_3: 0.19149091839790344 (0.204363929327092) | > loss_disc_real_4: 0.19553107023239136 (0.19612839474127855) | > loss_disc_real_5: 0.18876396119594574 (0.2043715256677132) | > loss_0: 2.2109270095825195 (2.1998068502222567) | > grad_norm_0: tensor(19.4727, device='cuda:0') (tensor(22.6330, device='cuda:0')) | > loss_gen: 2.6822261810302734 (2.770827842469866) | > loss_kl: 1.8961466550827026 (1.7141860536353741) | > loss_feat: 8.300320625305176 (8.26000898486965) | > loss_mel: 12.962942123413086 (13.144718668711615) | > loss_duration: 1.6567720174789429 (1.6791866525563197) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.4984073638916 (27.56892821103848) | > grad_norm_1: tensor(555.5414, device='cuda:0') (tensor(448.2931, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8545 (0.853312996530458) | > loader_time: 0.0093 (0.009957305303361011)  --> TIME: 2025-05-10 18:13:45 -- STEP: 687/725 -- GLOBAL_STEP: 262600 | > loss_disc: 2.210049867630005 (2.200397670702819) | > loss_disc_real_0: 0.13180390000343323 (0.13952373164493106) | > loss_disc_real_1: 0.18868479132652283 (0.191008926197084) | > loss_disc_real_2: 0.19209344685077667 (0.18839278138273846) | > loss_disc_real_3: 0.21756884455680847 (0.20441876518847818) | > loss_disc_real_4: 0.17228557169437408 (0.19609776694528236) | > loss_disc_real_5: 0.19691102206707 (0.2040218248030679) | > loss_0: 2.210049867630005 (2.200397670702819) | > grad_norm_0: tensor(12.0884, device='cuda:0') (tensor(22.6715, device='cuda:0')) | > loss_gen: 2.8328652381896973 (2.7708596735542) | > loss_kl: 1.6841082572937012 (1.716231505249612) | > loss_feat: 8.807446479797363 (8.253778177924891) | > loss_mel: 13.873071670532227 (13.140289062322314) | > loss_duration: 1.6893324851989746 (1.6791625758619468) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.886823654174805 (27.560320999945084) | > grad_norm_1: tensor(556.3792, device='cuda:0') (tensor(448.9783, device='cuda:0')) | > current_lr_0: 0.00019268660064911377 | > current_lr_1: 0.00019268660064911377 | > step_time: 0.8667 (0.8526584359409161) | > loader_time: 0.0099 (0.009923148884002812)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.388592481613159 (2.388592481613159) | > loss_disc_real_0: 0.13988357782363892 (0.13988357782363892) | > loss_disc_real_1: 0.20603612065315247 (0.20603612065315247) | > loss_disc_real_2: 0.186007559299469 (0.186007559299469) | > loss_disc_real_3: 0.21745167672634125 (0.21745167672634125) | > loss_disc_real_4: 0.19681787490844727 (0.19681787490844727) | > loss_disc_real_5: 0.29652824997901917 (0.29652824997901917) | > loss_0: 2.388592481613159 (2.388592481613159) | > loss_gen: 2.458322763442993 (2.458322763442993) | > loss_kl: 2.1364994049072266 (2.1364994049072266) | > loss_feat: 7.628521919250488 (7.628521919250488) | > loss_mel: 13.693277359008789 (13.693277359008789) | > loss_duration: 1.6922117471694946 (1.6922117471694946) | > loss_1: 27.60883140563965 (27.60883140563965)  --> STEP: 1 | > loss_disc: 2.3442611694335938 (2.3442611694335938) | > loss_disc_real_0: 0.13014182448387146 (0.13014182448387146) | > loss_disc_real_1: 0.1982404887676239 (0.1982404887676239) | > loss_disc_real_2: 0.19103609025478363 (0.19103609025478363) | > loss_disc_real_3: 0.2233569622039795 (0.2233569622039795) | > loss_disc_real_4: 0.1961674690246582 (0.1961674690246582) | > loss_disc_real_5: 0.2741653323173523 (0.2741653323173523) | > loss_0: 2.3442611694335938 (2.3442611694335938) | > loss_gen: 2.5471673011779785 (2.5471673011779785) | > loss_kl: 2.1185128688812256 (2.1185128688812256) | > loss_feat: 8.156719207763672 (8.156719207763672) | > loss_mel: 14.48335075378418 (14.48335075378418) | > loss_duration: 1.814862608909607 (1.814862608909607) | > loss_1: 29.12061309814453 (29.12061309814453)  --> STEP: 2 | > loss_disc: 2.432499647140503 (2.3883804082870483) | > loss_disc_real_0: 0.1543716937303543 (0.14225675910711288) | > loss_disc_real_1: 0.20241715013980865 (0.20032881945371628) | > loss_disc_real_2: 0.18382251262664795 (0.1874293014407158) | > loss_disc_real_3: 0.23373235762119293 (0.2285446599125862) | > loss_disc_real_4: 0.21009713411331177 (0.20313230156898499) | > loss_disc_real_5: 0.2785835564136505 (0.2763744443655014) | > loss_0: 2.432499647140503 (2.3883804082870483) | > loss_gen: 2.4213037490844727 (2.4842355251312256) | > loss_kl: 1.8813267946243286 (1.999919831752777) | > loss_feat: 7.209610939025879 (7.683165073394775) | > loss_mel: 12.98670482635498 (13.73502779006958) | > loss_duration: 1.8452413082122803 (1.8300519585609436) | > loss_1: 26.344188690185547 (27.73240089416504)  --> STEP: 3 | > loss_disc: 2.3531434535980225 (2.3766347567240396) | > loss_disc_real_0: 0.14541831612586975 (0.14331061144669852) | > loss_disc_real_1: 0.2013852596282959 (0.20068096617857614) | > loss_disc_real_2: 0.16836951673030853 (0.18107603987058005) | > loss_disc_real_3: 0.24442832171916962 (0.233839213848114) | > loss_disc_real_4: 0.2092355638742447 (0.20516672233740488) | > loss_disc_real_5: 0.2920989692211151 (0.281615952650706) | > loss_0: 2.3531434535980225 (2.3766347567240396) | > loss_gen: 2.6334915161132812 (2.533987522125244) | > loss_kl: 1.9541335105895996 (1.9846577246983845) | > loss_feat: 7.784337520599365 (7.716889222462972) | > loss_mel: 13.231183052062988 (13.567079544067383) | > loss_duration: 1.7990161180496216 (1.819706678390503) | > loss_1: 27.402162551879883 (27.622321446736652)  --> STEP: 4 | > loss_disc: 2.4567673206329346 (2.3966678977012634) | > loss_disc_real_0: 0.14953792095184326 (0.1448674388229847) | > loss_disc_real_1: 0.20967453718185425 (0.20292935892939568) | > loss_disc_real_2: 0.16718430817127228 (0.1776031069457531) | > loss_disc_real_3: 0.24425223469734192 (0.236442469060421) | > loss_disc_real_4: 0.19547994434833527 (0.20274502784013748) | > loss_disc_real_5: 0.32835453748703003 (0.293300598859787) | > loss_0: 2.4567673206329346 (2.3966678977012634) | > loss_gen: 2.410377025604248 (2.503084897994995) | > loss_kl: 2.0225799083709717 (1.9941382706165314) | > loss_feat: 7.4458136558532715 (7.649120330810547) | > loss_mel: 13.130293846130371 (13.45788311958313) | > loss_duration: 1.7773915529251099 (1.8091278970241547) | > loss_1: 26.786455154418945 (27.413354873657227) --> EVAL PERFORMANCE | > avg_loader_time: 0.2776254415512085 (-0.009488284587860107) | > avg_loss_disc: 2.3966678977012634 (+0.16596335172653198) | > avg_loss_disc_real_0: 0.1448674388229847 (+0.012341925874352455) | > avg_loss_disc_real_1: 0.20292935892939568 (+0.026140116155147552) | > avg_loss_disc_real_2: 0.1776031069457531 (+0.010525252670049667) | > avg_loss_disc_real_3: 0.236442469060421 (+0.027184534817934036) | > avg_loss_disc_real_4: 0.20274502784013748 (-0.08392716944217682) | > avg_loss_disc_real_5: 0.293300598859787 (+0.06742674857378006) | > avg_loss_0: 2.3966678977012634 (+0.16596335172653198) | > avg_loss_gen: 2.503084897994995 (-0.1849304437637329) | > avg_loss_kl: 1.9941382706165314 (-0.012262314558029175) | > avg_loss_feat: 7.649120330810547 (-0.9043235778808594) | > avg_loss_mel: 13.45788311958313 (+0.0630793571472168) | > avg_loss_duration: 1.8091278970241547 (+0.00037047266960144043) | > avg_loss_1: 27.413354873657227 (-1.0380663871765137)  > EPOCH: 299/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 18:14:24)   --> TIME: 2025-05-10 18:14:36 -- STEP: 12/725 -- GLOBAL_STEP: 262650 | > loss_disc: 2.187260627746582 (2.2245665987332663) | > loss_disc_real_0: 0.15053583681583405 (0.13584842594961324) | > loss_disc_real_1: 0.20508353412151337 (0.19516966243584952) | > loss_disc_real_2: 0.1939079761505127 (0.1909413014849027) | > loss_disc_real_3: 0.18506620824337006 (0.20104541008671126) | > loss_disc_real_4: 0.18986086547374725 (0.1962135098874569) | > loss_disc_real_5: 0.20407642424106598 (0.20503179977337518) | > loss_0: 2.187260627746582 (2.2245665987332663) | > grad_norm_0: tensor(12.5026, device='cuda:0') (tensor(17.1746, device='cuda:0')) | > loss_gen: 2.7378385066986084 (2.7003296415011087) | > loss_kl: 1.704134225845337 (1.7278426786263783) | > loss_feat: 7.987008094787598 (7.934062997500102) | > loss_mel: 12.958553314208984 (13.008387565612793) | > loss_duration: 1.687292456626892 (1.6802679200967152) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.074827194213867 (27.050890922546387) | > grad_norm_1: tensor(119.8710, device='cuda:0') (tensor(353.1703, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8473 (0.8376893798510233) | > loader_time: 0.0093 (0.009947776794433594)  --> TIME: 2025-05-10 18:15:20 -- STEP: 62/725 -- GLOBAL_STEP: 262700 | > loss_disc: 2.327989339828491 (2.208227849775745) | > loss_disc_real_0: 0.15394622087478638 (0.13673628398006965) | > loss_disc_real_1: 0.19691608846187592 (0.19142909708522984) | > loss_disc_real_2: 0.22774025797843933 (0.18977640761483103) | > loss_disc_real_3: 0.20422349870204926 (0.20648315741169837) | > loss_disc_real_4: 0.2093416154384613 (0.19721140063578083) | > loss_disc_real_5: 0.19487090408802032 (0.2049255041826156) | > loss_0: 2.327989339828491 (2.208227849775745) | > grad_norm_0: tensor(19.9010, device='cuda:0') (tensor(20.4157, device='cuda:0')) | > loss_gen: 2.5916528701782227 (2.746402217495825) | > loss_kl: 1.6896233558654785 (1.7029889225959778) | > loss_feat: 7.776770114898682 (8.201616364140666) | > loss_mel: 12.881536483764648 (13.0833602259236) | > loss_duration: 1.73216712474823 (1.6781625747680664) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.671749114990234 (27.412530253010413) | > grad_norm_1: tensor(145.3276, device='cuda:0') (tensor(429.8705, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8401 (0.8511785076510522) | > loader_time: 0.0097 (0.009816977285569718)  --> TIME: 2025-05-10 18:16:04 -- STEP: 112/725 -- GLOBAL_STEP: 262750 | > loss_disc: 2.0470659732818604 (2.210254865033286) | > loss_disc_real_0: 0.11546876281499863 (0.13877886892961602) | > loss_disc_real_1: 0.19516317546367645 (0.19196330556379904) | > loss_disc_real_2: 0.1428162008523941 (0.1891303126301085) | > loss_disc_real_3: 0.18835002183914185 (0.20586160011589527) | > loss_disc_real_4: 0.1631588637828827 (0.19698528226997172) | > loss_disc_real_5: 0.17759907245635986 (0.2050070609631283) | > loss_0: 2.0470659732818604 (2.210254865033286) | > grad_norm_0: tensor(17.6050, device='cuda:0') (tensor(21.9549, device='cuda:0')) | > loss_gen: 2.9021389484405518 (2.7467204289776928) | > loss_kl: 1.6120628118515015 (1.7285895847848483) | > loss_feat: 9.449957847595215 (8.147539398499896) | > loss_mel: 14.085046768188477 (12.991212912968226) | > loss_duration: 1.667036533355713 (1.6818271077104978) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.716243743896484 (27.29588942868369) | > grad_norm_1: tensor(254.5024, device='cuda:0') (tensor(449.8549, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8415 (0.8565913630383355) | > loader_time: 0.0092 (0.009920658809798111)  --> TIME: 2025-05-10 18:16:47 -- STEP: 162/725 -- GLOBAL_STEP: 262800 | > loss_disc: 2.3590753078460693 (2.2069025834401437) | > loss_disc_real_0: 0.16795410215854645 (0.1383625849805495) | > loss_disc_real_1: 0.1885499656200409 (0.1919365811311169) | > loss_disc_real_2: 0.22161433100700378 (0.18898903918854984) | > loss_disc_real_3: 0.1994447261095047 (0.20556044808508434) | > loss_disc_real_4: 0.20122136175632477 (0.19683047448411398) | > loss_disc_real_5: 0.21132425963878632 (0.2047715348961913) | > loss_0: 2.3590753078460693 (2.2069025834401437) | > grad_norm_0: tensor(13.6277, device='cuda:0') (tensor(22.4734, device='cuda:0')) | > loss_gen: 2.5296056270599365 (2.756209785555614) | > loss_kl: 1.7744511365890503 (1.731173602151282) | > loss_feat: 7.128454208374023 (8.232181022196645) | > loss_mel: 11.215062141418457 (13.05725690464915) | > loss_duration: 1.6242595911026 (1.6817375951343116) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.271833419799805 (27.458558918517312) | > grad_norm_1: tensor(444.6112, device='cuda:0') (tensor(450.9821, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8389 (0.8540519564240067) | > loader_time: 0.0096 (0.0098348605779954)  --> TIME: 2025-05-10 18:17:30 -- STEP: 212/725 -- GLOBAL_STEP: 262850 | > loss_disc: 2.104761838912964 (2.20378612347369) | > loss_disc_real_0: 0.1137639582157135 (0.13725310855738387) | > loss_disc_real_1: 0.16610097885131836 (0.19153372936372487) | > loss_disc_real_2: 0.1702500879764557 (0.18887558206915855) | > loss_disc_real_3: 0.18999247252941132 (0.20569646562326627) | > loss_disc_real_4: 0.1994621306657791 (0.19671129140089144) | > loss_disc_real_5: 0.19143134355545044 (0.20510418923958296) | > loss_0: 2.104761838912964 (2.20378612347369) | > grad_norm_0: tensor(19.6824, device='cuda:0') (tensor(21.9040, device='cuda:0')) | > loss_gen: 2.8821210861206055 (2.7611041788784947) | > loss_kl: 1.5158156156539917 (1.731832376066244) | > loss_feat: 9.867050170898438 (8.26969967023382) | > loss_mel: 14.09717845916748 (13.133432581739608) | > loss_duration: 1.6771425008773804 (1.6806345593254524) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.039310455322266 (27.576703386486702) | > grad_norm_1: tensor(552.8290, device='cuda:0') (tensor(445.6230, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8414 (0.8541932207233501) | > loader_time: 0.0095 (0.009865551624657973)  --> TIME: 2025-05-10 18:18:13 -- STEP: 262/725 -- GLOBAL_STEP: 262900 | > loss_disc: 2.1479904651641846 (2.2103914122545083) | > loss_disc_real_0: 0.11286729574203491 (0.13879394994778482) | > loss_disc_real_1: 0.17531904578208923 (0.19214733445462379) | > loss_disc_real_2: 0.16849729418754578 (0.18912246692499132) | > loss_disc_real_3: 0.2046142816543579 (0.20564056711114997) | > loss_disc_real_4: 0.19753088057041168 (0.19669790372593712) | > loss_disc_real_5: 0.18971671164035797 (0.20616975711047197) | > loss_0: 2.1479904651641846 (2.2103914122545083) | > grad_norm_0: tensor(13.0857, device='cuda:0') (tensor(21.6769, device='cuda:0')) | > loss_gen: 2.8800575733184814 (2.7569272800256264) | > loss_kl: 1.756862998008728 (1.733607366339851) | > loss_feat: 8.712339401245117 (8.23948365131408) | > loss_mel: 14.67484188079834 (13.127395386004268) | > loss_duration: 1.6827255487442017 (1.6810858954910108) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.70682716369629 (27.538499584634796) | > grad_norm_1: tensor(109.0777, device='cuda:0') (tensor(439.0681, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8855 (0.8527823340801792) | > loader_time: 0.0102 (0.00984976218856928)  --> TIME: 2025-05-10 18:18:56 -- STEP: 312/725 -- GLOBAL_STEP: 262950 | > loss_disc: 2.207819700241089 (2.215296546618143) | > loss_disc_real_0: 0.09047067165374756 (0.14007966650220055) | > loss_disc_real_1: 0.188430055975914 (0.1924308351217172) | > loss_disc_real_2: 0.16686366498470306 (0.18975801221453226) | > loss_disc_real_3: 0.20771023631095886 (0.20589233820254982) | > loss_disc_real_4: 0.19974015653133392 (0.19697155531209246) | > loss_disc_real_5: 0.17178134620189667 (0.20620794455783495) | > loss_0: 2.207819700241089 (2.215296546618143) | > grad_norm_0: tensor(13.5676, device='cuda:0') (tensor(21.9501, device='cuda:0')) | > loss_gen: 2.576657772064209 (2.7546167832154476) | > loss_kl: 1.7505873441696167 (1.7346314207101479) | > loss_feat: 7.796316623687744 (8.223487335901998) | > loss_mel: 13.186422348022461 (13.09169679421645) | > loss_duration: 1.6860843896865845 (1.6803171986188643) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.996068954467773 (27.484749561701065) | > grad_norm_1: tensor(289.9970, device='cuda:0') (tensor(437.8734, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8398 (0.8519873229356912) | > loader_time: 0.0096 (0.009822595577973586)  --> TIME: 2025-05-10 18:19:40 -- STEP: 362/725 -- GLOBAL_STEP: 263000 | > loss_disc: 2.214226722717285 (2.214855935692127) | > loss_disc_real_0: 0.1441485434770584 (0.13965121998312727) | > loss_disc_real_1: 0.20273588597774506 (0.1924292268591691) | > loss_disc_real_2: 0.19484296441078186 (0.18992113601930885) | > loss_disc_real_3: 0.20927542448043823 (0.20570023176749105) | > loss_disc_real_4: 0.19106052815914154 (0.19690903770166207) | > loss_disc_real_5: 0.22599579393863678 (0.20663865861477776) | > loss_0: 2.214226722717285 (2.214855935692127) | > grad_norm_0: tensor(22.4238, device='cuda:0') (tensor(21.6816, device='cuda:0')) | > loss_gen: 2.803109645843506 (2.7541946890604416) | > loss_kl: 1.902167797088623 (1.7359521181543887) | > loss_feat: 7.520843505859375 (8.22487701236872) | > loss_mel: 12.90373706817627 (13.083096780829667) | > loss_duration: 1.635208249092102 (1.6792965481953068) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.765066146850586 (27.47741713971723) | > grad_norm_1: tensor(368.5082, device='cuda:0') (tensor(430.4149, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8236 (0.8521629782671428) | > loader_time: 0.0104 (0.009835740479316502) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_263000.pth  --> TIME: 2025-05-10 18:20:25 -- STEP: 412/725 -- GLOBAL_STEP: 263050 | > loss_disc: 2.1719248294830322 (2.2136985688533586) | > loss_disc_real_0: 0.13620352745056152 (0.1397947823646867) | > loss_disc_real_1: 0.20103177428245544 (0.19227536623049707) | > loss_disc_real_2: 0.17730392515659332 (0.18944237402920577) | > loss_disc_real_3: 0.1928262859582901 (0.2056173978065981) | > loss_disc_real_4: 0.18880890309810638 (0.1966143198021986) | > loss_disc_real_5: 0.1734306663274765 (0.20644118177514637) | > loss_0: 2.1719248294830322 (2.2136985688533586) | > grad_norm_0: tensor(13.1204, device='cuda:0') (tensor(21.1949, device='cuda:0')) | > loss_gen: 2.848914623260498 (2.7525819302762584) | > loss_kl: 1.7722079753875732 (1.735763705471187) | > loss_feat: 9.032343864440918 (8.217660932864955) | > loss_mel: 13.727165222167969 (13.089521708997708) | > loss_duration: 1.69207763671875 (1.6795619899786791) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.072710037231445 (27.475090249070842) | > grad_norm_1: tensor(367.3268, device='cuda:0') (tensor(421.5096, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8366 (0.8517562839591387) | > loader_time: 0.0103 (0.00988066485784587)  --> TIME: 2025-05-10 18:21:08 -- STEP: 462/725 -- GLOBAL_STEP: 263100 | > loss_disc: 2.1041600704193115 (2.214875826071867) | > loss_disc_real_0: 0.08928524702787399 (0.13972325585943784) | > loss_disc_real_1: 0.17346832156181335 (0.19221097766320944) | > loss_disc_real_2: 0.23731933534145355 (0.18994016713136197) | > loss_disc_real_3: 0.20777088403701782 (0.2056406729600646) | > loss_disc_real_4: 0.18353904783725739 (0.19668315605812775) | > loss_disc_real_5: 0.19313152134418488 (0.2066884551729475) | > loss_0: 2.1041600704193115 (2.214875826071867) | > grad_norm_0: tensor(18.3031, device='cuda:0') (tensor(21.2235, device='cuda:0')) | > loss_gen: 3.0531442165374756 (2.7538737404398064) | > loss_kl: 1.5686513185501099 (1.7370531752512053) | > loss_feat: 8.592611312866211 (8.216678398512146) | > loss_mel: 14.405691146850586 (13.103437939763586) | > loss_duration: 1.70961594581604 (1.6795497678575062) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.329713821411133 (27.49059299369911) | > grad_norm_1: tensor(547.4554, device='cuda:0') (tensor(421.2410, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.7864 (0.8504937309207339) | > loader_time: 0.0097 (0.009877024274883855)  --> TIME: 2025-05-10 18:21:51 -- STEP: 512/725 -- GLOBAL_STEP: 263150 | > loss_disc: 2.24062442779541 (2.216932007111609) | > loss_disc_real_0: 0.16443927586078644 (0.14041606728278555) | > loss_disc_real_1: 0.19855985045433044 (0.19248787287506275) | > loss_disc_real_2: 0.19823378324508667 (0.1901989188336301) | > loss_disc_real_3: 0.20098136365413666 (0.2055016051745042) | > loss_disc_real_4: 0.1688859760761261 (0.19690676635946147) | > loss_disc_real_5: 0.22166524827480316 (0.20628089059027846) | > loss_0: 2.24062442779541 (2.216932007111609) | > grad_norm_0: tensor(27.6917, device='cuda:0') (tensor(21.9312, device='cuda:0')) | > loss_gen: 2.7501087188720703 (2.754911167547106) | > loss_kl: 1.7307929992675781 (1.7348436992615461) | > loss_feat: 7.560550212860107 (8.209434499964122) | > loss_mel: 12.23989486694336 (13.110902423039079) | > loss_duration: 1.6346495151519775 (1.6800938923843205) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.915996551513672 (27.490185670554638) | > grad_norm_1: tensor(455.2395, device='cuda:0') (tensor(424.2135, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8533 (0.8508016769774258) | > loader_time: 0.0099 (0.009895212482661016)  --> TIME: 2025-05-10 18:22:34 -- STEP: 562/725 -- GLOBAL_STEP: 263200 | > loss_disc: 2.131484031677246 (2.215751532133789) | > loss_disc_real_0: 0.12420471757650375 (0.13985767904867893) | > loss_disc_real_1: 0.16868533194065094 (0.19269005678514564) | > loss_disc_real_2: 0.18944546580314636 (0.19008481054437532) | > loss_disc_real_3: 0.18170776963233948 (0.20539489961179547) | > loss_disc_real_4: 0.21364107728004456 (0.19693606840015732) | > loss_disc_real_5: 0.19100363552570343 (0.2062067380473283) | > loss_0: 2.131484031677246 (2.215751532133789) | > grad_norm_0: tensor(17.0955, device='cuda:0') (tensor(21.6507, device='cuda:0')) | > loss_gen: 2.903454303741455 (2.753710094295786) | > loss_kl: 1.7514762878417969 (1.7349872612444108) | > loss_feat: 8.974637985229492 (8.20423259938739) | > loss_mel: 12.729033470153809 (13.09570298924565) | > loss_duration: 1.6637749671936035 (1.6799554979673907) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.022375106811523 (27.468588414989753) | > grad_norm_1: tensor(465.9691, device='cuda:0') (tensor(422.5293, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.9026 (0.8502526957793592) | > loader_time: 0.0119 (0.009885985231908617)  --> TIME: 2025-05-10 18:23:18 -- STEP: 612/725 -- GLOBAL_STEP: 263250 | > loss_disc: 2.114905595779419 (2.214257825044248) | > loss_disc_real_0: 0.13348422944545746 (0.1394692835903244) | > loss_disc_real_1: 0.19366338849067688 (0.19255262321116878) | > loss_disc_real_2: 0.15606728196144104 (0.19011124781046804) | > loss_disc_real_3: 0.243665412068367 (0.20529881107553938) | > loss_disc_real_4: 0.19525447487831116 (0.19685336979093898) | > loss_disc_real_5: 0.17781062424182892 (0.20609955143889575) | > loss_0: 2.114905595779419 (2.214257825044248) | > grad_norm_0: tensor(30.9126, device='cuda:0') (tensor(21.5825, device='cuda:0')) | > loss_gen: 2.8718395233154297 (2.7555661941665437) | > loss_kl: 1.728064775466919 (1.7347494272235175) | > loss_feat: 8.735796928405762 (8.213051644805207) | > loss_mel: 14.569891929626465 (13.100695522782075) | > loss_duration: 1.6134424209594727 (1.679825238153047) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.51903533935547 (27.48388799654892) | > grad_norm_1: tensor(588.3177, device='cuda:0') (tensor(426.4424, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.8217 (0.850139443001716) | > loader_time: 0.0092 (0.00989664769640156)  --> TIME: 2025-05-10 18:24:00 -- STEP: 662/725 -- GLOBAL_STEP: 263300 | > loss_disc: 2.220235824584961 (2.2122665150288037) | > loss_disc_real_0: 0.18408739566802979 (0.13971721504750192) | > loss_disc_real_1: 0.1987849920988083 (0.1922966753923281) | > loss_disc_real_2: 0.18965932726860046 (0.18986646970593304) | > loss_disc_real_3: 0.2075822949409485 (0.20516034443032705) | > loss_disc_real_4: 0.20788753032684326 (0.19673841241803414) | > loss_disc_real_5: 0.19880549609661102 (0.2057966300457987) | > loss_0: 2.220235824584961 (2.2122665150288037) | > grad_norm_0: tensor(22.4402, device='cuda:0') (tensor(21.7197, device='cuda:0')) | > loss_gen: 2.7408218383789062 (2.7580859909605024) | > loss_kl: 1.9490776062011719 (1.734114261732361) | > loss_feat: 8.13162899017334 (8.219447232445196) | > loss_mel: 13.259699821472168 (13.104694779906033) | > loss_duration: 1.6885690689086914 (1.6802994075858708) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.769798278808594 (27.496641671909668) | > grad_norm_1: tensor(535.9563, device='cuda:0') (tensor(427.1508, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.85 (0.8493576028195753) | > loader_time: 0.0109 (0.00990584609731806)  --> TIME: 2025-05-10 18:24:43 -- STEP: 712/725 -- GLOBAL_STEP: 263350 | > loss_disc: 2.3037269115448 (2.2124512982502442) | > loss_disc_real_0: 0.13656260073184967 (0.13956610198143138) | > loss_disc_real_1: 0.19884024560451508 (0.19218666820127642) | > loss_disc_real_2: 0.21767185628414154 (0.1899862878987293) | > loss_disc_real_3: 0.19275476038455963 (0.2050985772413819) | > loss_disc_real_4: 0.18150922656059265 (0.1965390999246849) | > loss_disc_real_5: 0.1657036989927292 (0.20607224228174506) | > loss_0: 2.3037269115448 (2.2124512982502442) | > grad_norm_0: tensor(11.8387, device='cuda:0') (tensor(21.5026, device='cuda:0')) | > loss_gen: 2.660494327545166 (2.755874920761983) | > loss_kl: 1.7834721803665161 (1.7344927838009399) | > loss_feat: 8.083749771118164 (8.211052784089281) | > loss_mel: 13.473281860351562 (13.099170699548191) | > loss_duration: 1.6733808517456055 (1.679908353626059) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.67437744140625 (27.480499543500752) | > grad_norm_1: tensor(302.9568, device='cuda:0') (tensor(424.5741, device='cuda:0')) | > current_lr_0: 0.00019266251482403263 | > current_lr_1: 0.00019266251482403263 | > step_time: 0.818 (0.8490008243014303) | > loader_time: 0.0097 (0.00992092054881405)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2861335277557373 (2.2861335277557373) | > loss_disc_real_0: 0.2139093577861786 (0.2139093577861786) | > loss_disc_real_1: 0.17696183919906616 (0.17696183919906616) | > loss_disc_real_2: 0.21117733418941498 (0.21117733418941498) | > loss_disc_real_3: 0.27850621938705444 (0.27850621938705444) | > loss_disc_real_4: 0.23757515847682953 (0.23757515847682953) | > loss_disc_real_5: 0.2555113732814789 (0.2555113732814789) | > loss_0: 2.2861335277557373 (2.2861335277557373) | > loss_gen: 3.0409209728240967 (3.0409209728240967) | > loss_kl: 1.9730706214904785 (1.9730706214904785) | > loss_feat: 8.482338905334473 (8.482338905334473) | > loss_mel: 14.06102180480957 (14.06102180480957) | > loss_duration: 1.7173740863800049 (1.7173740863800049) | > loss_1: 29.27472686767578 (29.27472686767578)  --> STEP: 1 | > loss_disc: 2.153047561645508 (2.153047561645508) | > loss_disc_real_0: 0.17204907536506653 (0.17204907536506653) | > loss_disc_real_1: 0.17150072753429413 (0.17150072753429413) | > loss_disc_real_2: 0.22757954895496368 (0.22757954895496368) | > loss_disc_real_3: 0.2396833896636963 (0.2396833896636963) | > loss_disc_real_4: 0.2063325047492981 (0.2063325047492981) | > loss_disc_real_5: 0.22033418715000153 (0.22033418715000153) | > loss_0: 2.153047561645508 (2.153047561645508) | > loss_gen: 3.057640552520752 (3.057640552520752) | > loss_kl: 2.2368063926696777 (2.2368063926696777) | > loss_feat: 8.979079246520996 (8.979079246520996) | > loss_mel: 14.684050559997559 (14.684050559997559) | > loss_duration: 1.8165452480316162 (1.8165452480316162) | > loss_1: 30.77412223815918 (30.77412223815918)  --> STEP: 2 | > loss_disc: 2.366365671157837 (2.2597066164016724) | > loss_disc_real_0: 0.19908660650253296 (0.18556784093379974) | > loss_disc_real_1: 0.1879405677318573 (0.17972064763307571) | > loss_disc_real_2: 0.23027248680591583 (0.22892601788043976) | > loss_disc_real_3: 0.27503934502601624 (0.25736136734485626) | > loss_disc_real_4: 0.2253420203924179 (0.215837262570858) | > loss_disc_real_5: 0.2343037873506546 (0.22731898725032806) | > loss_0: 2.366365671157837 (2.2597066164016724) | > loss_gen: 2.748687505722046 (2.903164029121399) | > loss_kl: 2.033700942993164 (2.135253667831421) | > loss_feat: 6.68545389175415 (7.832266569137573) | > loss_mel: 12.07651424407959 (13.380282402038574) | > loss_duration: 1.8706456422805786 (1.8435954451560974) | > loss_1: 25.415002822875977 (28.094562530517578)  --> STEP: 3 | > loss_disc: 2.3424389362335205 (2.2872840563456216) | > loss_disc_real_0: 0.20104488730430603 (0.19072685639063516) | > loss_disc_real_1: 0.18036127090454102 (0.17993418872356415) | > loss_disc_real_2: 0.21676021814346313 (0.22487075130144754) | > loss_disc_real_3: 0.2729552090167999 (0.26255931456883747) | > loss_disc_real_4: 0.2425818294286728 (0.2247521181901296) | > loss_disc_real_5: 0.2313106805086136 (0.22864955166975656) | > loss_0: 2.3424389362335205 (2.2872840563456216) | > loss_gen: 2.87534499168396 (2.8938910166422525) | > loss_kl: 2.040302038192749 (2.1036031246185303) | > loss_feat: 7.836504936218262 (7.83367935816447) | > loss_mel: 12.625786781311035 (13.12878386179606) | > loss_duration: 1.8239701986312866 (1.837053696314494) | > loss_1: 27.2019100189209 (27.797011693318684)  --> STEP: 4 | > loss_disc: 2.4838788509368896 (2.3364327549934387) | > loss_disc_real_0: 0.21806472539901733 (0.1975613236427307) | > loss_disc_real_1: 0.16594535112380981 (0.17643697932362556) | > loss_disc_real_2: 0.24958382546901703 (0.23104901984333992) | > loss_disc_real_3: 0.32465052604675293 (0.27808211743831635) | > loss_disc_real_4: 0.2524060904979706 (0.23166561126708984) | > loss_disc_real_5: 0.3004821836948395 (0.2466077096760273) | > loss_0: 2.4838788509368896 (2.3364327549934387) | > loss_gen: 2.9386348724365234 (2.9050769805908203) | > loss_kl: 1.8706644773483276 (2.0453684628009796) | > loss_feat: 8.56962776184082 (8.017666459083557) | > loss_mel: 14.209754943847656 (13.39902663230896) | > loss_duration: 1.7661405801773071 (1.8193254172801971) | > loss_1: 29.354822158813477 (28.186464309692383) --> EVAL PERFORMANCE | > avg_loader_time: 0.276305615901947 (-0.0013198256492614746) | > avg_loss_disc: 2.3364327549934387 (-0.06023514270782471) | > avg_loss_disc_real_0: 0.1975613236427307 (+0.05269388481974602) | > avg_loss_disc_real_1: 0.17643697932362556 (-0.02649237960577011) | > avg_loss_disc_real_2: 0.23104901984333992 (+0.05344591289758682) | > avg_loss_disc_real_3: 0.27808211743831635 (+0.041639648377895355) | > avg_loss_disc_real_4: 0.23166561126708984 (+0.028920583426952362) | > avg_loss_disc_real_5: 0.2466077096760273 (-0.04669288918375969) | > avg_loss_0: 2.3364327549934387 (-0.06023514270782471) | > avg_loss_gen: 2.9050769805908203 (+0.4019920825958252) | > avg_loss_kl: 2.0453684628009796 (+0.05123019218444824) | > avg_loss_feat: 8.017666459083557 (+0.36854612827301025) | > avg_loss_mel: 13.39902663230896 (-0.05885648727416992) | > avg_loss_duration: 1.8193254172801971 (+0.01019752025604248) | > avg_loss_1: 28.186464309692383 (+0.7731094360351562)  > EPOCH: 300/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 18:25:00)   --> TIME: 2025-05-10 18:25:34 -- STEP: 37/725 -- GLOBAL_STEP: 263400 | > loss_disc: 2.167870044708252 (2.22673469620782) | > loss_disc_real_0: 0.10753827542066574 (0.14072360259455605) | > loss_disc_real_1: 0.16007955372333527 (0.19354624240785032) | > loss_disc_real_2: 0.15571042895317078 (0.1901230365037918) | > loss_disc_real_3: 0.1935371309518814 (0.20946796077328758) | > loss_disc_real_4: 0.18877115845680237 (0.19864508711002968) | > loss_disc_real_5: 0.21380381286144257 (0.20893925629757545) | > loss_0: 2.167870044708252 (2.22673469620782) | > grad_norm_0: tensor(10.2190, device='cuda:0') (tensor(19.6609, device='cuda:0')) | > loss_gen: 2.7907183170318604 (2.748025172465556) | > loss_kl: 1.6450062990188599 (1.7187062888532072) | > loss_feat: 9.13493537902832 (8.20177440385561) | > loss_mel: 14.299190521240234 (13.297017767622664) | > loss_duration: 1.6911789178848267 (1.6786734800080996) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.5610294342041 (27.644197515539222) | > grad_norm_1: tensor(266.7935, device='cuda:0') (tensor(384.4550, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8595 (0.8452023428839607) | > loader_time: 0.0106 (0.010768432874937315)  --> TIME: 2025-05-10 18:26:17 -- STEP: 87/725 -- GLOBAL_STEP: 263450 | > loss_disc: 2.2024145126342773 (2.2101690549960087) | > loss_disc_real_0: 0.16008509695529938 (0.13895436727452545) | > loss_disc_real_1: 0.17351746559143066 (0.19109286213743276) | > loss_disc_real_2: 0.19512265920639038 (0.19070375102689902) | > loss_disc_real_3: 0.19400958716869354 (0.2070302158251576) | > loss_disc_real_4: 0.18526247143745422 (0.19769989741944718) | > loss_disc_real_5: 0.18948549032211304 (0.2056869956953772) | > loss_0: 2.2024145126342773 (2.2101690549960087) | > grad_norm_0: tensor(39.9292, device='cuda:0') (tensor(20.9436, device='cuda:0')) | > loss_gen: 2.7108936309814453 (2.7729526580065147) | > loss_kl: 1.5420507192611694 (1.7341681554399688) | > loss_feat: 8.289656639099121 (8.26730956702397) | > loss_mel: 13.261151313781738 (13.20014731089274) | > loss_duration: 1.6429476737976074 (1.6804165100229198) | > amp_scaler: 512.0 (276.59770114942523) | > loss_1: 27.446699142456055 (27.65499432881673) | > grad_norm_1: tensor(585.2564, device='cuda:0') (tensor(411.6638, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.801 (0.8430102721027944) | > loader_time: 0.0116 (0.010551693795741288)  --> TIME: 2025-05-10 18:27:00 -- STEP: 137/725 -- GLOBAL_STEP: 263500 | > loss_disc: 2.1101043224334717 (2.202565664792582) | > loss_disc_real_0: 0.11129982024431229 (0.1386768498124867) | > loss_disc_real_1: 0.17945116758346558 (0.19103332810158277) | > loss_disc_real_2: 0.17970655858516693 (0.19058201021521637) | > loss_disc_real_3: 0.22240270674228668 (0.2054789417634045) | > loss_disc_real_4: 0.1694469153881073 (0.19747910273336147) | > loss_disc_real_5: 0.19256068766117096 (0.20346421786468394) | > loss_0: 2.1101043224334717 (2.202565664792582) | > grad_norm_0: tensor(20.3817, device='cuda:0') (tensor(21.5817, device='cuda:0')) | > loss_gen: 2.9313461780548096 (2.7835757610571648) | > loss_kl: 1.6905014514923096 (1.7287041923425492) | > loss_feat: 9.543367385864258 (8.329318460756845) | > loss_mel: 13.605052947998047 (13.22591686944892) | > loss_duration: 1.6622200012207031 (1.6808632812360778) | > amp_scaler: 256.0 (276.55474452554745) | > loss_1: 29.43248748779297 (27.748378586595077) | > grad_norm_1: tensor(706.3817, device='cuda:0') (tensor(422.0999, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8043 (0.8411602434450692) | > loader_time: 0.0096 (0.010518430793372384)  --> TIME: 2025-05-10 18:27:42 -- STEP: 187/725 -- GLOBAL_STEP: 263550 | > loss_disc: 2.064016819000244 (2.202668229526376) | > loss_disc_real_0: 0.14911802113056183 (0.13838109063273438) | > loss_disc_real_1: 0.18338729441165924 (0.19155822646490392) | > loss_disc_real_2: 0.1875869780778885 (0.18998603562620242) | > loss_disc_real_3: 0.212313711643219 (0.20590159416517476) | > loss_disc_real_4: 0.17702025175094604 (0.197100344507452) | > loss_disc_real_5: 0.1947314739227295 (0.20395030415950613) | > loss_0: 2.064016819000244 (2.202668229526376) | > grad_norm_0: tensor(32.4659, device='cuda:0') (tensor(20.9982, device='cuda:0')) | > loss_gen: 2.91115140914917 (2.774394296707315) | > loss_kl: 1.8576431274414062 (1.7261236753055755) | > loss_feat: 8.70632266998291 (8.280653777606984) | > loss_mel: 13.611067771911621 (13.18588926447904) | > loss_duration: 1.7025401592254639 (1.6821718062946502) | > amp_scaler: 256.0 (271.05882352941177) | > loss_1: 28.788724899291992 (27.649232864379883) | > grad_norm_1: tensor(541.7592, device='cuda:0') (tensor(417.8917, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8434 (0.8392735866301837) | > loader_time: 0.0108 (0.010533994531886458)  --> TIME: 2025-05-10 18:28:25 -- STEP: 237/725 -- GLOBAL_STEP: 263600 | > loss_disc: 2.0394346714019775 (2.201093494640625) | > loss_disc_real_0: 0.10093100368976593 (0.13717281526025335) | > loss_disc_real_1: 0.20061315596103668 (0.1913362825721628) | > loss_disc_real_2: 0.18210351467132568 (0.18931485989174265) | > loss_disc_real_3: 0.2142866551876068 (0.20566308737304143) | > loss_disc_real_4: 0.19871780276298523 (0.19745449074209995) | > loss_disc_real_5: 0.20102211833000183 (0.2044762372970581) | > loss_0: 2.0394346714019775 (2.201093494640625) | > grad_norm_0: tensor(16.8005, device='cuda:0') (tensor(20.7506, device='cuda:0')) | > loss_gen: 3.1171274185180664 (2.777155963680411) | > loss_kl: 1.9381256103515625 (1.736527099891051) | > loss_feat: 9.532035827636719 (8.32092759176649) | > loss_mel: 15.009597778320312 (13.21930696189655) | > loss_duration: 1.663792610168457 (1.6821970165027345) | > amp_scaler: 256.0 (267.8818565400844) | > loss_1: 31.260677337646484 (27.736114646815047) | > grad_norm_1: tensor(518.7193, device='cuda:0') (tensor(416.5936, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8031 (0.8395920051301079) | > loader_time: 0.0105 (0.010509282727784744)  --> TIME: 2025-05-10 18:29:08 -- STEP: 287/725 -- GLOBAL_STEP: 263650 | > loss_disc: 2.0815045833587646 (2.2018675384621185) | > loss_disc_real_0: 0.17606990039348602 (0.13746611862232452) | > loss_disc_real_1: 0.1801583170890808 (0.191173718002615) | > loss_disc_real_2: 0.22326573729515076 (0.18979963255260882) | > loss_disc_real_3: 0.19412295520305634 (0.20570588496088568) | > loss_disc_real_4: 0.20560865104198456 (0.19719882594999122) | > loss_disc_real_5: 0.21163061261177063 (0.20444105321521955) | > loss_0: 2.0815045833587646 (2.2018675384621185) | > grad_norm_0: tensor(34.2493, device='cuda:0') (tensor(20.8011, device='cuda:0')) | > loss_gen: 3.0822813510894775 (2.774669507654701) | > loss_kl: 1.578234314918518 (1.7287343906608608) | > loss_feat: 9.189892768859863 (8.297754153141993) | > loss_mel: 14.126582145690918 (13.189508268642093) | > loss_duration: 1.700441598892212 (1.682265505558107) | > amp_scaler: 256.0 (265.81184668989545) | > loss_1: 29.677433013916016 (27.67293183728793) | > grad_norm_1: tensor(750.0737, device='cuda:0') (tensor(419.3018, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8073 (0.8415296418326241) | > loader_time: 0.0102 (0.01046767135115035)  --> TIME: 2025-05-10 18:29:52 -- STEP: 337/725 -- GLOBAL_STEP: 263700 | > loss_disc: 2.17182993888855 (2.2041376022627515) | > loss_disc_real_0: 0.11487100273370743 (0.13804894387279837) | > loss_disc_real_1: 0.1744631975889206 (0.19143346491482563) | > loss_disc_real_2: 0.18021364510059357 (0.19002643267372607) | > loss_disc_real_3: 0.2276545912027359 (0.20543456550698605) | > loss_disc_real_4: 0.21332749724388123 (0.1971098611280544) | > loss_disc_real_5: 0.2148229032754898 (0.20450329488745775) | > loss_0: 2.17182993888855 (2.2041376022627515) | > grad_norm_0: tensor(16.8989, device='cuda:0') (tensor(20.9835, device='cuda:0')) | > loss_gen: 2.6942288875579834 (2.7732967007407807) | > loss_kl: 1.7701843976974487 (1.7216081350422754) | > loss_feat: 7.908047199249268 (8.288661628519389) | > loss_mel: 12.952116012573242 (13.17033091355502) | > loss_duration: 1.6701796054840088 (1.6815748133362225) | > amp_scaler: 128.0 (262.8367952522255) | > loss_1: 26.9947566986084 (27.635472226921106) | > grad_norm_1: tensor(488.3355, device='cuda:0') (tensor(418.1099, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8781 (0.8434627940463735) | > loader_time: 0.0114 (0.010416328730144553)  --> TIME: 2025-05-10 18:30:35 -- STEP: 387/725 -- GLOBAL_STEP: 263750 | > loss_disc: 2.161616802215576 (2.2042366216965132) | > loss_disc_real_0: 0.1358993798494339 (0.1384016118500891) | > loss_disc_real_1: 0.19578029215335846 (0.19134222055744446) | > loss_disc_real_2: 0.19251583516597748 (0.18962425305399794) | > loss_disc_real_3: 0.22156651318073273 (0.2057741865785239) | > loss_disc_real_4: 0.2059435397386551 (0.19726331200864589) | > loss_disc_real_5: 0.20942625403404236 (0.20445907058179832) | > loss_0: 2.161616802215576 (2.2042366216965132) | > grad_norm_0: tensor(10.5140, device='cuda:0') (tensor(21.0601, device='cuda:0')) | > loss_gen: 2.775822877883911 (2.7705799381246257) | > loss_kl: 1.7516282796859741 (1.7216971493506616) | > loss_feat: 8.80402660369873 (8.277512069820428) | > loss_mel: 14.404034614562988 (13.157459892351806) | > loss_duration: 1.7630730867385864 (1.6816502754078355) | > amp_scaler: 128.0 (245.41602067183462) | > loss_1: 29.498586654663086 (27.60889936047931) | > grad_norm_1: tensor(150.1890, device='cuda:0') (tensor(410.8842, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.875 (0.8445235506200666) | > loader_time: 0.0095 (0.010429788929547447)  --> TIME: 2025-05-10 18:31:18 -- STEP: 437/725 -- GLOBAL_STEP: 263800 | > loss_disc: 2.1645824909210205 (2.2035152527505826) | > loss_disc_real_0: 0.1262940615415573 (0.1382033492287182) | > loss_disc_real_1: 0.19744889438152313 (0.19136466590572548) | > loss_disc_real_2: 0.1531073898077011 (0.18939921935035664) | > loss_disc_real_3: 0.1818700134754181 (0.2055467933211774) | > loss_disc_real_4: 0.16811473667621613 (0.1970912420640549) | > loss_disc_real_5: 0.22789371013641357 (0.2045885229001601) | > loss_0: 2.1645824909210205 (2.2035152527505826) | > grad_norm_0: tensor(14.5525, device='cuda:0') (tensor(20.8581, device='cuda:0')) | > loss_gen: 2.8067798614501953 (2.768043146526242) | > loss_kl: 1.682676911354065 (1.717287880877881) | > loss_feat: 8.406445503234863 (8.2643773626681) | > loss_mel: 12.471766471862793 (13.127448014318261) | > loss_duration: 1.6490278244018555 (1.6814177472749618) | > amp_scaler: 128.0 (231.98169336384439) | > loss_1: 27.01669692993164 (27.558574165850537) | > grad_norm_1: tensor(510.2422, device='cuda:0') (tensor(410.4880, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8913 (0.8450201386990753) | > loader_time: 0.0124 (0.010448231031474582)  --> TIME: 2025-05-10 18:32:01 -- STEP: 487/725 -- GLOBAL_STEP: 263850 | > loss_disc: 2.175849676132202 (2.203702297788384) | > loss_disc_real_0: 0.1259462684392929 (0.1380937629564831) | > loss_disc_real_1: 0.18248198926448822 (0.19129236893120244) | > loss_disc_real_2: 0.20880696177482605 (0.18965489100626615) | > loss_disc_real_3: 0.17981237173080444 (0.20554007430708138) | > loss_disc_real_4: 0.17549222707748413 (0.19708544875684467) | > loss_disc_real_5: 0.17624706029891968 (0.20472311554380995) | > loss_0: 2.175849676132202 (2.203702297788384) | > grad_norm_0: tensor(12.3947, device='cuda:0') (tensor(20.6350, device='cuda:0')) | > loss_gen: 2.8026821613311768 (2.766715054149746) | > loss_kl: 1.841883897781372 (1.7164685799600652) | > loss_feat: 8.349997520446777 (8.26131088581907) | > loss_mel: 12.666282653808594 (13.124478324482817) | > loss_duration: 1.6786729097366333 (1.6816446830115035) | > amp_scaler: 128.0 (221.305954825462) | > loss_1: 27.339519500732422 (27.550617554838897) | > grad_norm_1: tensor(286.1923, device='cuda:0') (tensor(407.2757, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8241 (0.8456352682329056) | > loader_time: 0.0094 (0.010443134229530785)  --> TIME: 2025-05-10 18:32:45 -- STEP: 537/725 -- GLOBAL_STEP: 263900 | > loss_disc: 2.1759214401245117 (2.2043799457159365) | > loss_disc_real_0: 0.14262813329696655 (0.13836352971124022) | > loss_disc_real_1: 0.18341605365276337 (0.19125910575052435) | > loss_disc_real_2: 0.20427830517292023 (0.18957919959027467) | > loss_disc_real_3: 0.2140510231256485 (0.20588325241535513) | > loss_disc_real_4: 0.21366293728351593 (0.19721342409567244) | > loss_disc_real_5: 0.16792769730091095 (0.20458009611516909) | > loss_0: 2.1759214401245117 (2.2043799457159365) | > grad_norm_0: tensor(39.9389, device='cuda:0') (tensor(20.5429, device='cuda:0')) | > loss_gen: 2.732356071472168 (2.7663328159232834) | > loss_kl: 1.4530574083328247 (1.716010983207816) | > loss_feat: 8.198376655578613 (8.26588006880918) | > loss_mel: 12.15111255645752 (13.129355132246816) | > loss_duration: 1.7098150253295898 (1.682351015577547) | > amp_scaler: 128.0 (212.61824953445065) | > loss_1: 26.244720458984375 (27.559930037741776) | > grad_norm_1: tensor(560.9027, device='cuda:0') (tensor(406.2689, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8514 (0.8462070015777644) | > loader_time: 0.0094 (0.010446286512264766)  --> TIME: 2025-05-10 18:33:28 -- STEP: 587/725 -- GLOBAL_STEP: 263950 | > loss_disc: 2.194173812866211 (2.204326462705053) | > loss_disc_real_0: 0.16010235249996185 (0.1384577766898543) | > loss_disc_real_1: 0.18707029521465302 (0.19128061178595684) | > loss_disc_real_2: 0.1910669505596161 (0.18964617606728426) | > loss_disc_real_3: 0.23014038801193237 (0.20585334420305695) | > loss_disc_real_4: 0.18145419657230377 (0.19702933545920887) | > loss_disc_real_5: 0.22302699089050293 (0.20441151949778527) | > loss_0: 2.194173812866211 (2.204326462705053) | > grad_norm_0: tensor(25.2796, device='cuda:0') (tensor(20.5929, device='cuda:0')) | > loss_gen: 2.878889799118042 (2.7680421431994744) | > loss_kl: 1.7002508640289307 (1.716630068507674) | > loss_feat: 9.355636596679688 (8.262894333932023) | > loss_mel: 14.788251876831055 (13.117663286004401) | > loss_duration: 1.6612521409988403 (1.6816864633072781) | > amp_scaler: 128.0 (205.4105621805792) | > loss_1: 30.384281158447266 (27.546916318305314) | > grad_norm_1: tensor(644.4801, device='cuda:0') (tensor(407.9136, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8608 (0.8464189611464175) | > loader_time: 0.0097 (0.01044383000271486)  --> TIME: 2025-05-10 18:34:11 -- STEP: 637/725 -- GLOBAL_STEP: 264000 | > loss_disc: 2.1764748096466064 (2.2037219862735844) | > loss_disc_real_0: 0.13508212566375732 (0.13815010596341565) | > loss_disc_real_1: 0.18725349009037018 (0.1913272954839365) | > loss_disc_real_2: 0.17977234721183777 (0.18958701885757134) | > loss_disc_real_3: 0.1849132776260376 (0.20585737603144894) | > loss_disc_real_4: 0.19065739214420319 (0.19698104489261367) | > loss_disc_real_5: 0.21712088584899902 (0.20447909441342346) | > loss_0: 2.1764748096466064 (2.2037219862735844) | > grad_norm_0: tensor(53.2305, device='cuda:0') (tensor(20.6649, device='cuda:0')) | > loss_gen: 2.7381591796875 (2.7690578749640236) | > loss_kl: 1.685809850692749 (1.7162839473697424) | > loss_feat: 8.630758285522461 (8.279065486961851) | > loss_mel: 13.347102165222168 (13.133128717144027) | > loss_duration: 1.6447103023529053 (1.681603381921957) | > amp_scaler: 128.0 (199.3343799058086) | > loss_1: 28.046539306640625 (27.579139419028678) | > grad_norm_1: tensor(158.2688, device='cuda:0') (tensor(409.6028, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8457 (0.8464675518556886) | > loader_time: 0.0093 (0.010425575861189756) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_264000.pth  --> TIME: 2025-05-10 18:34:56 -- STEP: 687/725 -- GLOBAL_STEP: 264050 | > loss_disc: 2.3322808742523193 (2.2054335956490227) | > loss_disc_real_0: 0.12346538156270981 (0.13824901370849485) | > loss_disc_real_1: 0.19001594185829163 (0.19123129351430576) | > loss_disc_real_2: 0.21510227024555206 (0.18961893171722724) | > loss_disc_real_3: 0.21438220143318176 (0.2059556471598721) | > loss_disc_real_4: 0.1749841421842575 (0.19721231482695292) | > loss_disc_real_5: 0.2077351212501526 (0.20479657352404476) | > loss_0: 2.3322808742523193 (2.2054335956490227) | > grad_norm_0: tensor(13.1224, device='cuda:0') (tensor(20.6431, device='cuda:0')) | > loss_gen: 2.602201461791992 (2.7678921684254045) | > loss_kl: 1.6842840909957886 (1.7191181038838468) | > loss_feat: 7.564355373382568 (8.270485389354102) | > loss_mel: 12.580376625061035 (13.130271697842579) | > loss_duration: 1.6840684413909912 (1.6816235098776338) | > amp_scaler: 128.0 (194.14264919941783) | > loss_1: 26.115285873413086 (27.569390881356547) | > grad_norm_1: tensor(183.1906, device='cuda:0') (tensor(409.4678, device='cuda:0')) | > current_lr_0: 0.00019263843200967962 | > current_lr_1: 0.00019263843200967962 | > step_time: 0.8673 (0.8460205337019114) | > loader_time: 0.0122 (0.010396329943616651)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3310227394104004 (2.3310227394104004) | > loss_disc_real_0: 0.17127826809883118 (0.17127826809883118) | > loss_disc_real_1: 0.22477437555789948 (0.22477437555789948) | > loss_disc_real_2: 0.21299640834331512 (0.21299640834331512) | > loss_disc_real_3: 0.24118009209632874 (0.24118009209632874) | > loss_disc_real_4: 0.2783588767051697 (0.2783588767051697) | > loss_disc_real_5: 0.24588127434253693 (0.24588127434253693) | > loss_0: 2.3310227394104004 (2.3310227394104004) | > loss_gen: 3.0007121562957764 (3.0007121562957764) | > loss_kl: 1.9221785068511963 (1.9221785068511963) | > loss_feat: 8.370550155639648 (8.370550155639648) | > loss_mel: 13.419546127319336 (13.419546127319336) | > loss_duration: 1.7082818746566772 (1.7082818746566772) | > loss_1: 28.421268463134766 (28.421268463134766)  --> STEP: 1 | > loss_disc: 2.3226163387298584 (2.3226163387298584) | > loss_disc_real_0: 0.17852404713630676 (0.17852404713630676) | > loss_disc_real_1: 0.20193623006343842 (0.20193623006343842) | > loss_disc_real_2: 0.21113532781600952 (0.21113532781600952) | > loss_disc_real_3: 0.22393952310085297 (0.22393952310085297) | > loss_disc_real_4: 0.30718669295310974 (0.30718669295310974) | > loss_disc_real_5: 0.21759860217571259 (0.21759860217571259) | > loss_0: 2.3226163387298584 (2.3226163387298584) | > loss_gen: 2.9553656578063965 (2.9553656578063965) | > loss_kl: 2.193892478942871 (2.193892478942871) | > loss_feat: 8.602385520935059 (8.602385520935059) | > loss_mel: 14.014549255371094 (14.014549255371094) | > loss_duration: 1.8090910911560059 (1.8090910911560059) | > loss_1: 29.575284957885742 (29.575284957885742)  --> STEP: 2 | > loss_disc: 2.295403480529785 (2.3090099096298218) | > loss_disc_real_0: 0.16903486847877502 (0.1737794578075409) | > loss_disc_real_1: 0.2248668521642685 (0.21340154111385345) | > loss_disc_real_2: 0.21454736590385437 (0.21284134685993195) | > loss_disc_real_3: 0.2123090773820877 (0.21812430024147034) | > loss_disc_real_4: 0.2864287793636322 (0.29680773615837097) | > loss_disc_real_5: 0.23743095993995667 (0.22751478105783463) | > loss_0: 2.295403480529785 (2.3090099096298218) | > loss_gen: 2.96067214012146 (2.9580188989639282) | > loss_kl: 2.0193638801574707 (2.106628179550171) | > loss_feat: 7.977468490600586 (8.289927005767822) | > loss_mel: 13.2667875289917 (13.640668392181396) | > loss_duration: 1.8470062017440796 (1.8280486464500427) | > loss_1: 28.07129669189453 (28.823290824890137)  --> STEP: 3 | > loss_disc: 2.4679062366485596 (2.361975351969401) | > loss_disc_real_0: 0.1831722855567932 (0.176910400390625) | > loss_disc_real_1: 0.2486562430858612 (0.22515310843785605) | > loss_disc_real_2: 0.21670275926589966 (0.21412848432858786) | > loss_disc_real_3: 0.2405514270067215 (0.22560000916322073) | > loss_disc_real_4: 0.27403029799461365 (0.28921525677045185) | > loss_disc_real_5: 0.23997683823108673 (0.23166880011558533) | > loss_0: 2.4679062366485596 (2.361975351969401) | > loss_gen: 2.6620829105377197 (2.8593735694885254) | > loss_kl: 1.8802921772003174 (2.031182845433553) | > loss_feat: 6.109783172607422 (7.5632123947143555) | > loss_mel: 10.766239166259766 (12.682525316874186) | > loss_duration: 1.8111708164215088 (1.822422703107198) | > loss_1: 23.22956657409668 (26.958716074625652)  --> STEP: 4 | > loss_disc: 2.3246121406555176 (2.35263454914093) | > loss_disc_real_0: 0.1591823846101761 (0.17247839644551277) | > loss_disc_real_1: 0.23548558354377747 (0.2277362272143364) | > loss_disc_real_2: 0.20477965474128723 (0.2117912769317627) | > loss_disc_real_3: 0.21232019364833832 (0.22228005528450012) | > loss_disc_real_4: 0.3195561170578003 (0.29680047184228897) | > loss_disc_real_5: 0.24322061240673065 (0.23455675318837166) | > loss_0: 2.3246121406555176 (2.35263454914093) | > loss_gen: 2.987184524536133 (2.8913263082504272) | > loss_kl: 2.0095503330230713 (2.0257747173309326) | > loss_feat: 8.259929656982422 (7.737391710281372) | > loss_mel: 14.017763137817383 (13.016334772109985) | > loss_duration: 1.7761305570602417 (1.810849666595459) | > loss_1: 29.05055809020996 (27.48167657852173) --> EVAL PERFORMANCE | > avg_loader_time: 0.2804229259490967 (+0.004117310047149658) | > avg_loss_disc: 2.35263454914093 (+0.016201794147491455) | > avg_loss_disc_real_0: 0.17247839644551277 (-0.02508292719721794) | > avg_loss_disc_real_1: 0.2277362272143364 (+0.05129924789071083) | > avg_loss_disc_real_2: 0.2117912769317627 (-0.019257742911577225) | > avg_loss_disc_real_3: 0.22228005528450012 (-0.05580206215381622) | > avg_loss_disc_real_4: 0.29680047184228897 (+0.06513486057519913) | > avg_loss_disc_real_5: 0.23455675318837166 (-0.01205095648765564) | > avg_loss_0: 2.35263454914093 (+0.016201794147491455) | > avg_loss_gen: 2.8913263082504272 (-0.013750672340393066) | > avg_loss_kl: 2.0257747173309326 (-0.019593745470046997) | > avg_loss_feat: 7.737391710281372 (-0.28027474880218506) | > avg_loss_mel: 13.016334772109985 (-0.3826918601989746) | > avg_loss_duration: 1.810849666595459 (-0.00847575068473816) | > avg_loss_1: 27.48167657852173 (-0.7047877311706543)  > EPOCH: 301/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 18:35:36)   --> TIME: 2025-05-10 18:35:48 -- STEP: 12/725 -- GLOBAL_STEP: 264100 | > loss_disc: 2.268484354019165 (2.2208173871040344) | > loss_disc_real_0: 0.18696261942386627 (0.13581417376796404) | > loss_disc_real_1: 0.21637511253356934 (0.19569247215986252) | > loss_disc_real_2: 0.24439656734466553 (0.18968219061692557) | > loss_disc_real_3: 0.21600699424743652 (0.2016254502038161) | > loss_disc_real_4: 0.195587620139122 (0.19745996594429016) | > loss_disc_real_5: 0.1873055398464203 (0.20997224748134613) | > loss_0: 2.268484354019165 (2.2208173871040344) | > grad_norm_0: tensor(25.8262, device='cuda:0') (tensor(16.6180, device='cuda:0')) | > loss_gen: 2.779376983642578 (2.7043264508247375) | > loss_kl: 1.744784951210022 (1.7667090992132823) | > loss_feat: 7.911698818206787 (8.187032302220663) | > loss_mel: 12.61451244354248 (13.364122788111368) | > loss_duration: 1.7040964365005493 (1.6803661386171977) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.75446891784668 (27.702556769053142) | > grad_norm_1: tensor(505.8605, device='cuda:0') (tensor(299.6943, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8564 (0.8352655569712321) | > loader_time: 0.0089 (0.009369353453318277)  --> TIME: 2025-05-10 18:36:31 -- STEP: 62/725 -- GLOBAL_STEP: 264150 | > loss_disc: 2.282425880432129 (2.2147618685999224) | > loss_disc_real_0: 0.19486166536808014 (0.1387492567300797) | > loss_disc_real_1: 0.20543093979358673 (0.19397673876054822) | > loss_disc_real_2: 0.19545666873455048 (0.18844249339834337) | > loss_disc_real_3: 0.2116118222475052 (0.20649864957217248) | > loss_disc_real_4: 0.18939535319805145 (0.19771180518211856) | > loss_disc_real_5: 0.18776662647724152 (0.20752653383439587) | > loss_0: 2.282425880432129 (2.2147618685999224) | > grad_norm_0: tensor(39.3246, device='cuda:0') (tensor(20.5831, device='cuda:0')) | > loss_gen: 2.7066354751586914 (2.7509396576112315) | > loss_kl: 1.747074007987976 (1.7565517579355547) | > loss_feat: 9.178740501403809 (8.2583679076164) | > loss_mel: 13.96676254272461 (13.376386011800458) | > loss_duration: 1.7272716760635376 (1.6789268293688375) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.32648468017578 (27.82117219125071) | > grad_norm_1: tensor(249.2713, device='cuda:0') (tensor(385.7541, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8579 (0.8527489439133675) | > loader_time: 0.0097 (0.009764206024908254)  --> TIME: 2025-05-10 18:37:15 -- STEP: 112/725 -- GLOBAL_STEP: 264200 | > loss_disc: 2.101846694946289 (2.2151464287723823) | > loss_disc_real_0: 0.12991994619369507 (0.1399401746291135) | > loss_disc_real_1: 0.18237026035785675 (0.192856613812702) | > loss_disc_real_2: 0.15876294672489166 (0.18804073134171112) | > loss_disc_real_3: 0.20738404989242554 (0.20625649805047683) | > loss_disc_real_4: 0.17009326815605164 (0.1969373107754758) | > loss_disc_real_5: 0.21315151453018188 (0.20748340564646892) | > loss_0: 2.101846694946289 (2.2151464287723823) | > grad_norm_0: tensor(21.8970, device='cuda:0') (tensor(21.0321, device='cuda:0')) | > loss_gen: 2.790436029434204 (2.7496688216924667) | > loss_kl: 1.5112134218215942 (1.7398893843804089) | > loss_feat: 8.82284164428711 (8.197912786688132) | > loss_mel: 14.29393196105957 (13.237486055919105) | > loss_duration: 1.6788698434829712 (1.6834327610475677) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.097291946411133 (27.60838978631156) | > grad_norm_1: tensor(528.6756, device='cuda:0') (tensor(395.0733, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8388 (0.8526260895388467) | > loader_time: 0.0094 (0.009671513523374293)  --> TIME: 2025-05-10 18:37:58 -- STEP: 162/725 -- GLOBAL_STEP: 264250 | > loss_disc: 2.2383909225463867 (2.2137443938373047) | > loss_disc_real_0: 0.20348705351352692 (0.14060571867926616) | > loss_disc_real_1: 0.17880600690841675 (0.19178500523169822) | > loss_disc_real_2: 0.21932926774024963 (0.18899239314559063) | > loss_disc_real_3: 0.194095179438591 (0.20577558111629368) | > loss_disc_real_4: 0.17428606748580933 (0.19640671250260902) | > loss_disc_real_5: 0.18846192955970764 (0.20675562018597562) | > loss_0: 2.2383909225463867 (2.2137443938373047) | > grad_norm_0: tensor(23.6381, device='cuda:0') (tensor(20.4107, device='cuda:0')) | > loss_gen: 2.8446648120880127 (2.7498875105822522) | > loss_kl: 1.686257243156433 (1.7255555464897627) | > loss_feat: 8.941359519958496 (8.19376533119768) | > loss_mel: 14.000978469848633 (13.16164996888903) | > loss_duration: 1.6525466442108154 (1.6828790020059656) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.12580680847168 (27.51373737241015) | > grad_norm_1: tensor(233.2280, device='cuda:0') (tensor(400.2594, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8381 (0.8512954226246588) | > loader_time: 0.012 (0.009890444484757796)  --> TIME: 2025-05-10 18:38:41 -- STEP: 212/725 -- GLOBAL_STEP: 264300 | > loss_disc: 2.232834577560425 (2.209928152133832) | > loss_disc_real_0: 0.1360982358455658 (0.13944510359949663) | > loss_disc_real_1: 0.1903279572725296 (0.1915531176019389) | > loss_disc_real_2: 0.18998195230960846 (0.1888815643230699) | > loss_disc_real_3: 0.22454489767551422 (0.20574441868460402) | > loss_disc_real_4: 0.22158944606781006 (0.19615146377176607) | > loss_disc_real_5: 0.19662918150424957 (0.20640179550029195) | > loss_0: 2.232834577560425 (2.209928152133832) | > grad_norm_0: tensor(22.6627, device='cuda:0') (tensor(20.3723, device='cuda:0')) | > loss_gen: 2.7032132148742676 (2.75198248872217) | > loss_kl: 1.4923477172851562 (1.726808396712789) | > loss_feat: 8.20330810546875 (8.21866826291355) | > loss_mel: 12.489529609680176 (13.159932995742226) | > loss_duration: 1.6889618635177612 (1.6818422787594345) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.57735824584961 (27.539234368306285) | > grad_norm_1: tensor(533.0102, device='cuda:0') (tensor(398.9394, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8463 (0.8522940570453429) | > loader_time: 0.0098 (0.009932164875966201)  --> TIME: 2025-05-10 18:39:24 -- STEP: 262/725 -- GLOBAL_STEP: 264350 | > loss_disc: 2.2759501934051514 (2.2063656986214726) | > loss_disc_real_0: 0.1950119286775589 (0.13830902669152229) | > loss_disc_real_1: 0.20605458319187164 (0.19127308452174857) | > loss_disc_real_2: 0.20218822360038757 (0.18883677657323938) | > loss_disc_real_3: 0.19369252026081085 (0.20614173547684692) | > loss_disc_real_4: 0.19921238720417023 (0.19606564199651472) | > loss_disc_real_5: 0.18715736269950867 (0.20585430703545343) | > loss_0: 2.2759501934051514 (2.2063656986214726) | > grad_norm_0: tensor(22.4596, device='cuda:0') (tensor(20.3684, device='cuda:0')) | > loss_gen: 2.6835854053497314 (2.7606632108906743) | > loss_kl: 1.8828482627868652 (1.7377819910304237) | > loss_feat: 7.486765384674072 (8.273754809648937) | > loss_mel: 12.622010231018066 (13.200218590161276) | > loss_duration: 1.6636173725128174 (1.6823412439295353) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.33882713317871 (27.654759778321246) | > grad_norm_1: tensor(141.2015, device='cuda:0') (tensor(402.5565, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8881 (0.8506791118447108) | > loader_time: 0.0099 (0.009856978445562698)  --> TIME: 2025-05-10 18:40:08 -- STEP: 312/725 -- GLOBAL_STEP: 264400 | > loss_disc: 2.061556577682495 (2.202755090899956) | > loss_disc_real_0: 0.12055077403783798 (0.13765637851200813) | > loss_disc_real_1: 0.21307814121246338 (0.1911389784266551) | > loss_disc_real_2: 0.15867827832698822 (0.1887260777636981) | > loss_disc_real_3: 0.1786266565322876 (0.20534940121265557) | > loss_disc_real_4: 0.18137063086032867 (0.19585234156021705) | > loss_disc_real_5: 0.15488511323928833 (0.20541255610684553) | > loss_0: 2.061556577682495 (2.202755090899956) | > grad_norm_0: tensor(30.2193, device='cuda:0') (tensor(20.4065, device='cuda:0')) | > loss_gen: 3.045849323272705 (2.764843846742923) | > loss_kl: 1.7335963249206543 (1.738447927129575) | > loss_feat: 9.239584922790527 (8.283147064539106) | > loss_mel: 14.447959899902344 (13.213177317228078) | > loss_duration: 1.6715718507766724 (1.6809856383464274) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.138561248779297 (27.680601737438103) | > grad_norm_1: tensor(613.2198, device='cuda:0') (tensor(408.8783, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8378 (0.8504312458710791) | > loader_time: 0.0093 (0.009848541174179468)  --> TIME: 2025-05-10 18:40:52 -- STEP: 362/725 -- GLOBAL_STEP: 264450 | > loss_disc: 2.2168426513671875 (2.2028371737806847) | > loss_disc_real_0: 0.13786093890666962 (0.13779125669302203) | > loss_disc_real_1: 0.21024096012115479 (0.19127812409433867) | > loss_disc_real_2: 0.21515795588493347 (0.1887077632776941) | > loss_disc_real_3: 0.2234950065612793 (0.20515947249712865) | > loss_disc_real_4: 0.1638493835926056 (0.1958353788648521) | > loss_disc_real_5: 0.17874711751937866 (0.2056919929072343) | > loss_0: 2.2168426513671875 (2.2028371737806847) | > grad_norm_0: tensor(13.2178, device='cuda:0') (tensor(20.6030, device='cuda:0')) | > loss_gen: 2.834291934967041 (2.765061037975122) | > loss_kl: 1.6680259704589844 (1.7331417021830444) | > loss_feat: 8.354487419128418 (8.275460521160571) | > loss_mel: 12.560717582702637 (13.182812348255142) | > loss_duration: 1.634973168373108 (1.67980351533679) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.0524959564209 (27.636279079795543) | > grad_norm_1: tensor(260.3327, device='cuda:0') (tensor(412.7472, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8482 (0.8525742740262278) | > loader_time: 0.0101 (0.009842615759833744)  --> TIME: 2025-05-10 18:41:35 -- STEP: 412/725 -- GLOBAL_STEP: 264500 | > loss_disc: 2.282287120819092 (2.2047580434280705) | > loss_disc_real_0: 0.13159620761871338 (0.13823250066308151) | > loss_disc_real_1: 0.2036663293838501 (0.19135113190678713) | > loss_disc_real_2: 0.18384556472301483 (0.18866948848499843) | > loss_disc_real_3: 0.23695173859596252 (0.20508319530093555) | > loss_disc_real_4: 0.18818232417106628 (0.19595191153941802) | > loss_disc_real_5: 0.21032503247261047 (0.20603937073384673) | > loss_0: 2.282287120819092 (2.2047580434280705) | > grad_norm_0: tensor(17.9474, device='cuda:0') (tensor(20.7866, device='cuda:0')) | > loss_gen: 2.7005465030670166 (2.764719367027283) | > loss_kl: 1.5001096725463867 (1.7313881672701794) | > loss_feat: 8.083869934082031 (8.2680345403338) | > loss_mel: 12.398077964782715 (13.18434256720312) | > loss_duration: 1.694396734237671 (1.6801658411627833) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.37700080871582 (27.628650429179366) | > grad_norm_1: tensor(436.9307, device='cuda:0') (tensor(410.1867, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8621 (0.8522415045395637) | > loader_time: 0.0096 (0.009849861987586165)  --> TIME: 2025-05-10 18:42:18 -- STEP: 462/725 -- GLOBAL_STEP: 264550 | > loss_disc: 2.0622568130493164 (2.2048116772721844) | > loss_disc_real_0: 0.14397306740283966 (0.13798913796678267) | > loss_disc_real_1: 0.18435436487197876 (0.19124963395781328) | > loss_disc_real_2: 0.18710219860076904 (0.1887398142512743) | > loss_disc_real_3: 0.21467983722686768 (0.20529056211441626) | > loss_disc_real_4: 0.17162644863128662 (0.19596099243922668) | > loss_disc_real_5: 0.1984225958585739 (0.20613942866201523) | > loss_0: 2.0622568130493164 (2.2048116772721844) | > grad_norm_0: tensor(9.6751, device='cuda:0') (tensor(20.6685, device='cuda:0')) | > loss_gen: 2.9879937171936035 (2.7639684130103044) | > loss_kl: 1.7715879678726196 (1.7334969012768242) | > loss_feat: 9.342057228088379 (8.270174951264355) | > loss_mel: 14.607306480407715 (13.181009480447484) | > loss_duration: 1.7097790241241455 (1.679997624514939) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.418724060058594 (27.628647333615785) | > grad_norm_1: tensor(320.7647, device='cuda:0') (tensor(409.8986, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8013 (0.8512745734417076) | > loader_time: 0.0097 (0.009827092612460581)  --> TIME: 2025-05-10 18:43:01 -- STEP: 512/725 -- GLOBAL_STEP: 264600 | > loss_disc: 2.0791735649108887 (2.2046207389794277) | > loss_disc_real_0: 0.18200847506523132 (0.13829235261073353) | > loss_disc_real_1: 0.18969985842704773 (0.19106510703568344) | > loss_disc_real_2: 0.19188424944877625 (0.18874081497779122) | > loss_disc_real_3: 0.1920250952243805 (0.20540171980974264) | > loss_disc_real_4: 0.1643695831298828 (0.19615058490308002) | > loss_disc_real_5: 0.18360842764377594 (0.20559960755053908) | > loss_0: 2.0791735649108887 (2.2046207389794277) | > grad_norm_0: tensor(19.2619, device='cuda:0') (tensor(21.0960, device='cuda:0')) | > loss_gen: 2.9814021587371826 (2.7656741309911017) | > loss_kl: 1.6587872505187988 (1.7312583636958156) | > loss_feat: 9.19961166381836 (8.266119136475027) | > loss_mel: 14.31943416595459 (13.182199459522966) | > loss_duration: 1.6518185138702393 (1.6806862966623157) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.811054229736328 (27.625937331467867) | > grad_norm_1: tensor(233.4538, device='cuda:0') (tensor(414.5092, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8507 (0.8508987314999102) | > loader_time: 0.0101 (0.009847410954535011)  --> TIME: 2025-05-10 18:43:44 -- STEP: 562/725 -- GLOBAL_STEP: 264650 | > loss_disc: 2.2105603218078613 (2.20575338708124) | > loss_disc_real_0: 0.1598309725522995 (0.1386158153865475) | > loss_disc_real_1: 0.18642181158065796 (0.19113747298293265) | > loss_disc_real_2: 0.18999217450618744 (0.18872426495327224) | > loss_disc_real_3: 0.1660948395729065 (0.20526372331105097) | > loss_disc_real_4: 0.2067723125219345 (0.196350843642318) | > loss_disc_real_5: 0.22315485775470734 (0.20577213075343403) | > loss_0: 2.2105603218078613 (2.20575338708124) | > grad_norm_0: tensor(11.9137, device='cuda:0') (tensor(21.1189, device='cuda:0')) | > loss_gen: 2.7320914268493652 (2.7648288321240524) | > loss_kl: 1.7176355123519897 (1.7328608704207213) | > loss_feat: 7.516840934753418 (8.256685424954018) | > loss_mel: 11.573567390441895 (13.161000513097152) | > loss_duration: 1.6497385501861572 (1.6805011337337965) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.18987464904785 (27.59587671069488) | > grad_norm_1: tensor(372.2785, device='cuda:0') (tensor(415.2398, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8942 (0.8504343669185435) | > loader_time: 0.0095 (0.009877772942132372)  --> TIME: 2025-05-10 18:44:27 -- STEP: 612/725 -- GLOBAL_STEP: 264700 | > loss_disc: 2.1597423553466797 (2.206110451735698) | > loss_disc_real_0: 0.16273485124111176 (0.13852352305662413) | > loss_disc_real_1: 0.1860489696264267 (0.19133957728646153) | > loss_disc_real_2: 0.17995987832546234 (0.1888441968636187) | > loss_disc_real_3: 0.21541638672351837 (0.2054458411739153) | > loss_disc_real_4: 0.21931126713752747 (0.19626559212414268) | > loss_disc_real_5: 0.19916626811027527 (0.20601735782681735) | > loss_0: 2.1597423553466797 (2.206110451735698) | > grad_norm_0: tensor(19.0057, device='cuda:0') (tensor(20.8543, device='cuda:0')) | > loss_gen: 2.7429065704345703 (2.762113204578949) | > loss_kl: 1.5853005647659302 (1.7288281105312655) | > loss_feat: 8.181520462036133 (8.2493709302416) | > loss_mel: 14.124899864196777 (13.14949977631663) | > loss_duration: 1.6141248941421509 (1.6802231274009527) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.248750686645508 (27.57003509608748) | > grad_norm_1: tensor(425.9698, device='cuda:0') (tensor(411.9502, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.806 (0.8506765903211108) | > loader_time: 0.0087 (0.009867345585542567)  --> TIME: 2025-05-10 18:45:10 -- STEP: 662/725 -- GLOBAL_STEP: 264750 | > loss_disc: 2.2802367210388184 (2.2040165630352053) | > loss_disc_real_0: 0.12423545122146606 (0.13828906622853174) | > loss_disc_real_1: 0.2376253753900528 (0.19119574179101928) | > loss_disc_real_2: 0.21109159290790558 (0.18859431739570165) | > loss_disc_real_3: 0.2427048534154892 (0.20536344813526217) | > loss_disc_real_4: 0.1933453381061554 (0.19602733902250524) | > loss_disc_real_5: 0.2522619366645813 (0.20595854201165575) | > loss_0: 2.2802367210388184 (2.2040165630352053) | > grad_norm_0: tensor(13.4823, device='cuda:0') (tensor(20.9681, device='cuda:0')) | > loss_gen: 2.657271385192871 (2.765800671995228) | > loss_kl: 1.6789872646331787 (1.7270281620976435) | > loss_feat: 8.330440521240234 (8.265262554059213) | > loss_mel: 13.662227630615234 (13.166763213465947) | > loss_duration: 1.7048611640930176 (1.6804783556756653) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.03378677368164 (27.605332898949563) | > grad_norm_1: tensor(497.7570, device='cuda:0') (tensor(415.8104, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8835 (0.8501669751913525) | > loader_time: 0.0096 (0.009837271583764575)  --> TIME: 2025-05-10 18:45:53 -- STEP: 712/725 -- GLOBAL_STEP: 264800 | > loss_disc: 2.235706329345703 (2.2043114160553743) | > loss_disc_real_0: 0.16226094961166382 (0.1385001749574638) | > loss_disc_real_1: 0.21102353930473328 (0.19116869568824776) | > loss_disc_real_2: 0.20808278024196625 (0.1886569025057757) | > loss_disc_real_3: 0.2096116542816162 (0.20531212142930272) | > loss_disc_real_4: 0.20935936272144318 (0.19599446212726354) | > loss_disc_real_5: 0.23742160201072693 (0.20577399409637695) | > loss_0: 2.235706329345703 (2.2043114160553743) | > grad_norm_0: tensor(30.0900, device='cuda:0') (tensor(21.0115, device='cuda:0')) | > loss_gen: 2.695885181427002 (2.7650465449590373) | > loss_kl: 1.880119800567627 (1.7283929901176631) | > loss_feat: 7.913913249969482 (8.269629213917124) | > loss_mel: 13.230226516723633 (13.167442116844525) | > loss_duration: 1.6761829853057861 (1.68020655281758) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.39632797241211 (27.61071737160843) | > grad_norm_1: tensor(503.1068, device='cuda:0') (tensor(417.0207, device='cuda:0')) | > current_lr_0: 0.0001926143522056784 | > current_lr_1: 0.0001926143522056784 | > step_time: 0.8155 (0.8503694269764289) | > loader_time: 0.0095 (0.009821242495868982)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2090916633605957 (2.2090916633605957) | > loss_disc_real_0: 0.10112795233726501 (0.10112795233726501) | > loss_disc_real_1: 0.20528708398342133 (0.20528708398342133) | > loss_disc_real_2: 0.19408199191093445 (0.19408199191093445) | > loss_disc_real_3: 0.21268700063228607 (0.21268700063228607) | > loss_disc_real_4: 0.2241680920124054 (0.2241680920124054) | > loss_disc_real_5: 0.2533407509326935 (0.2533407509326935) | > loss_0: 2.2090916633605957 (2.2090916633605957) | > loss_gen: 2.7311601638793945 (2.7311601638793945) | > loss_kl: 2.1644904613494873 (2.1644904613494873) | > loss_feat: 8.746356964111328 (8.746356964111328) | > loss_mel: 14.88752555847168 (14.88752555847168) | > loss_duration: 1.7077096700668335 (1.7077096700668335) | > loss_1: 30.23724365234375 (30.23724365234375)  --> STEP: 1 | > loss_disc: 2.214186668395996 (2.214186668395996) | > loss_disc_real_0: 0.09652547538280487 (0.09652547538280487) | > loss_disc_real_1: 0.21014228463172913 (0.21014228463172913) | > loss_disc_real_2: 0.19762678444385529 (0.19762678444385529) | > loss_disc_real_3: 0.18328669667243958 (0.18328669667243958) | > loss_disc_real_4: 0.23935182392597198 (0.23935182392597198) | > loss_disc_real_5: 0.22523532807826996 (0.22523532807826996) | > loss_0: 2.214186668395996 (2.214186668395996) | > loss_gen: 2.6896250247955322 (2.6896250247955322) | > loss_kl: 2.0708563327789307 (2.0708563327789307) | > loss_feat: 8.441387176513672 (8.441387176513672) | > loss_mel: 14.268447875976562 (14.268447875976562) | > loss_duration: 1.8065836429595947 (1.8065836429595947) | > loss_1: 29.276899337768555 (29.276899337768555)  --> STEP: 2 | > loss_disc: 2.4124019145965576 (2.313294291496277) | > loss_disc_real_0: 0.12499462813138962 (0.11076005175709724) | > loss_disc_real_1: 0.225296750664711 (0.21771951764822006) | > loss_disc_real_2: 0.1953771561384201 (0.1965019702911377) | > loss_disc_real_3: 0.22445932030677795 (0.20387300848960876) | > loss_disc_real_4: 0.2525482475757599 (0.24595003575086594) | > loss_disc_real_5: 0.2515392601490021 (0.23838729411363602) | > loss_0: 2.4124019145965576 (2.313294291496277) | > loss_gen: 2.4696178436279297 (2.579621434211731) | > loss_kl: 1.9189022779464722 (1.9948793053627014) | > loss_feat: 7.153855800628662 (7.797621488571167) | > loss_mel: 12.237672805786133 (13.253060340881348) | > loss_duration: 1.8390729427337646 (1.8228282928466797) | > loss_1: 25.619121551513672 (27.448010444641113)  --> STEP: 3 | > loss_disc: 2.2576537132263184 (2.2947474320729575) | > loss_disc_real_0: 0.10216372460126877 (0.10789460937182109) | > loss_disc_real_1: 0.2262149453163147 (0.22055132687091827) | > loss_disc_real_2: 0.19306635856628418 (0.19535676638285318) | > loss_disc_real_3: 0.20824576914310455 (0.20533059537410736) | > loss_disc_real_4: 0.25392118096351624 (0.2486070841550827) | > loss_disc_real_5: 0.21111565828323364 (0.22929674883683523) | > loss_0: 2.2576537132263184 (2.2947474320729575) | > loss_gen: 2.5684683322906494 (2.5759037335713706) | > loss_kl: 1.8164501190185547 (1.9354029099146526) | > loss_feat: 7.824886798858643 (7.806709925333659) | > loss_mel: 13.65211296081543 (13.386077880859375) | > loss_duration: 1.814018726348877 (1.8198917706807454) | > loss_1: 27.675935745239258 (27.523985544840496)  --> STEP: 4 | > loss_disc: 2.2965612411499023 (2.2952008843421936) | > loss_disc_real_0: 0.13031984865665436 (0.1135009191930294) | > loss_disc_real_1: 0.21874475479125977 (0.22009968385100365) | > loss_disc_real_2: 0.22531096637248993 (0.20284531638026237) | > loss_disc_real_3: 0.21498793363571167 (0.20774492993950844) | > loss_disc_real_4: 0.21828682720661163 (0.24102701991796494) | > loss_disc_real_5: 0.22782333195209503 (0.22892839461565018) | > loss_0: 2.2965612411499023 (2.2952008843421936) | > loss_gen: 2.6322598457336426 (2.5899927616119385) | > loss_kl: 1.9836995601654053 (1.9474770724773407) | > loss_feat: 7.976840972900391 (7.849242687225342) | > loss_mel: 12.403053283691406 (13.140321731567383) | > loss_duration: 1.741452693939209 (1.8002820014953613) | > loss_1: 26.737306594848633 (27.32731580734253) --> EVAL PERFORMANCE | > avg_loader_time: 0.2832891345024109 (+0.002866208553314209) | > avg_loss_disc: 2.2952008843421936 (-0.05743366479873657) | > avg_loss_disc_real_0: 0.1135009191930294 (-0.05897747725248337) | > avg_loss_disc_real_1: 0.22009968385100365 (-0.007636543363332748) | > avg_loss_disc_real_2: 0.20284531638026237 (-0.00894596055150032) | > avg_loss_disc_real_3: 0.20774492993950844 (-0.014535125344991684) | > avg_loss_disc_real_4: 0.24102701991796494 (-0.055773451924324036) | > avg_loss_disc_real_5: 0.22892839461565018 (-0.005628358572721481) | > avg_loss_0: 2.2952008843421936 (-0.05743366479873657) | > avg_loss_gen: 2.5899927616119385 (-0.30133354663848877) | > avg_loss_kl: 1.9474770724773407 (-0.07829764485359192) | > avg_loss_feat: 7.849242687225342 (+0.11185097694396973) | > avg_loss_mel: 13.140321731567383 (+0.12398695945739746) | > avg_loss_duration: 1.8002820014953613 (-0.010567665100097656) | > avg_loss_1: 27.32731580734253 (-0.15436077117919922)  > EPOCH: 302/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 18:46:11)   --> TIME: 2025-05-10 18:46:44 -- STEP: 37/725 -- GLOBAL_STEP: 264850 | > loss_disc: 2.2218170166015625 (2.2215245865486763) | > loss_disc_real_0: 0.1460386961698532 (0.14217143062804197) | > loss_disc_real_1: 0.19191031157970428 (0.1924569453742053) | > loss_disc_real_2: 0.19465631246566772 (0.19199504360959335) | > loss_disc_real_3: 0.2294713854789734 (0.20906071364879608) | > loss_disc_real_4: 0.1838531792163849 (0.1965949422604329) | > loss_disc_real_5: 0.21724577248096466 (0.2072407655619286) | > loss_0: 2.2218170166015625 (2.2215245865486763) | > grad_norm_0: tensor(22.3718, device='cuda:0') (tensor(20.2353, device='cuda:0')) | > loss_gen: 2.758650541305542 (2.74242597657281) | > loss_kl: 1.5301434993743896 (1.6926588174459096) | > loss_feat: 9.075760841369629 (8.057055048040441) | > loss_mel: 12.79196834564209 (13.089984764923921) | > loss_duration: 1.6705145835876465 (1.6773035332963273) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.827037811279297 (27.259427869642103) | > grad_norm_1: tensor(412.7197, device='cuda:0') (tensor(387.1591, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8423 (0.8434095124940615) | > loader_time: 0.0096 (0.010470532082222603)  --> TIME: 2025-05-10 18:47:28 -- STEP: 87/725 -- GLOBAL_STEP: 264900 | > loss_disc: 2.19830060005188 (2.219517124110255) | > loss_disc_real_0: 0.16333141922950745 (0.14102104426115414) | > loss_disc_real_1: 0.19954906404018402 (0.1922468943842527) | > loss_disc_real_2: 0.18526922166347504 (0.1906279743402854) | > loss_disc_real_3: 0.20046967267990112 (0.2079602668340179) | > loss_disc_real_4: 0.20105363428592682 (0.19643425033695397) | > loss_disc_real_5: 0.20160236954689026 (0.20651942303125886) | > loss_0: 2.19830060005188 (2.219517124110255) | > grad_norm_0: tensor(28.4761, device='cuda:0') (tensor(20.1369, device='cuda:0')) | > loss_gen: 2.7460057735443115 (2.7367050592926736) | > loss_kl: 1.7719224691390991 (1.7066600062381263) | > loss_feat: 8.048483848571777 (8.11821267796659) | > loss_mel: 13.234792709350586 (13.044855874160241) | > loss_duration: 1.6464133262634277 (1.6791564527599292) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.44761848449707 (27.285589963540264) | > grad_norm_1: tensor(494.2471, device='cuda:0') (tensor(399.5779, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8188 (0.8461320345429169) | > loader_time: 0.0103 (0.010298268548373514)  --> TIME: 2025-05-10 18:48:11 -- STEP: 137/725 -- GLOBAL_STEP: 264950 | > loss_disc: 2.1750879287719727 (2.2086402673790917) | > loss_disc_real_0: 0.18213117122650146 (0.1394532809074778) | > loss_disc_real_1: 0.21199995279312134 (0.19238832810499376) | > loss_disc_real_2: 0.20646223425865173 (0.1887008797948378) | > loss_disc_real_3: 0.20983996987342834 (0.20660624767306948) | > loss_disc_real_4: 0.20330952107906342 (0.1958738861292818) | > loss_disc_real_5: 0.19727842509746552 (0.2056932995354172) | > loss_0: 2.1750879287719727 (2.2086402673790917) | > grad_norm_0: tensor(32.4574, device='cuda:0') (tensor(20.1330, device='cuda:0')) | > loss_gen: 2.9313244819641113 (2.7539620834545504) | > loss_kl: 1.7767728567123413 (1.7078992076163744) | > loss_feat: 8.38872241973877 (8.166313808329788) | > loss_mel: 12.784430503845215 (13.094256206150472) | > loss_duration: 1.6598361730575562 (1.6783055127972233) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.54108428955078 (27.40073676004897) | > grad_norm_1: tensor(291.0670, device='cuda:0') (tensor(408.3461, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8077 (0.8515000151891778) | > loader_time: 0.0089 (0.01010797667677385)  --> TIME: 2025-05-10 18:48:55 -- STEP: 187/725 -- GLOBAL_STEP: 265000 | > loss_disc: 2.281116008758545 (2.2005827822149744) | > loss_disc_real_0: 0.1307377964258194 (0.1389009858914876) | > loss_disc_real_1: 0.19075997173786163 (0.19179021124852527) | > loss_disc_real_2: 0.18519271910190582 (0.1887072058603726) | > loss_disc_real_3: 0.19073623418807983 (0.2053478278897026) | > loss_disc_real_4: 0.1805218905210495 (0.19483982082356743) | > loss_disc_real_5: 0.2307494878768921 (0.20475746770912312) | > loss_0: 2.281116008758545 (2.2005827822149744) | > grad_norm_0: tensor(13.0550, device='cuda:0') (tensor(21.1476, device='cuda:0')) | > loss_gen: 2.607243299484253 (2.772811915147752) | > loss_kl: 1.844812273979187 (1.7034777371003662) | > loss_feat: 7.454900741577148 (8.278537655896685) | > loss_mel: 11.886589050292969 (13.200677004727451) | > loss_duration: 1.700928807258606 (1.6794815828455965) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.494474411010742 (27.634985949266408) | > grad_norm_1: tensor(142.7469, device='cuda:0') (tensor(419.8253, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.842 (0.851285192418226) | > loader_time: 0.01 (0.010042362672122404) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_265000.pth  --> TIME: 2025-05-10 18:49:40 -- STEP: 237/725 -- GLOBAL_STEP: 265050 | > loss_disc: 2.1118147373199463 (2.199925154070312) | > loss_disc_real_0: 0.12939396500587463 (0.1388549196380604) | > loss_disc_real_1: 0.23096491396427155 (0.1913465300441291) | > loss_disc_real_2: 0.16537758708000183 (0.18851692163491557) | > loss_disc_real_3: 0.24138036370277405 (0.2055682979429825) | > loss_disc_real_4: 0.19392129778862 (0.19538960891936902) | > loss_disc_real_5: 0.22644782066345215 (0.20537504767566794) | > loss_0: 2.1118147373199463 (2.199925154070312) | > grad_norm_0: tensor(17.1852, device='cuda:0') (tensor(20.7275, device='cuda:0')) | > loss_gen: 3.020094394683838 (2.772019237405641) | > loss_kl: 1.8465954065322876 (1.7014038960138955) | > loss_feat: 8.889866828918457 (8.289308244165998) | > loss_mel: 13.615063667297363 (13.177573039058895) | > loss_duration: 1.6510474681854248 (1.6793525354771677) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.022666931152344 (27.61965704165431) | > grad_norm_1: tensor(578.9429, device='cuda:0') (tensor(417.0550, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8239 (0.8525737488823097) | > loader_time: 0.0092 (0.010016655620140364)  --> TIME: 2025-05-10 18:50:24 -- STEP: 287/725 -- GLOBAL_STEP: 265100 | > loss_disc: 2.1244311332702637 (2.1975259805805596) | > loss_disc_real_0: 0.10473556816577911 (0.13811016978390964) | > loss_disc_real_1: 0.18649449944496155 (0.1912477979053604) | > loss_disc_real_2: 0.19360710680484772 (0.18825117781602552) | > loss_disc_real_3: 0.18725009262561798 (0.20504464183119528) | > loss_disc_real_4: 0.2046343982219696 (0.19546209042080603) | > loss_disc_real_5: 0.17386707663536072 (0.20480503557243412) | > loss_0: 2.1244311332702637 (2.1975259805805596) | > grad_norm_0: tensor(29.6229, device='cuda:0') (tensor(21.2373, device='cuda:0')) | > loss_gen: 2.818983316421509 (2.7728263758616167) | > loss_kl: 1.8858532905578613 (1.7071200534441744) | > loss_feat: 9.074156761169434 (8.294202121708038) | > loss_mel: 13.240670204162598 (13.198246563768553) | > loss_duration: 1.6891889572143555 (1.6793803470890702) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.708850860595703 (27.651775532898597) | > grad_norm_1: tensor(698.4525, device='cuda:0') (tensor(427.0908, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.809 (0.8518055781254783) | > loader_time: 0.0098 (0.010072792864011968)  --> TIME: 2025-05-10 18:51:07 -- STEP: 337/725 -- GLOBAL_STEP: 265150 | > loss_disc: 2.1493983268737793 (2.1985522377738618) | > loss_disc_real_0: 0.13218966126441956 (0.1385748911461067) | > loss_disc_real_1: 0.19029168784618378 (0.1912291805627438) | > loss_disc_real_2: 0.18200096487998962 (0.18821164855086842) | > loss_disc_real_3: 0.21896478533744812 (0.20514803156477757) | > loss_disc_real_4: 0.17204947769641876 (0.19521591969342905) | > loss_disc_real_5: 0.18345102667808533 (0.20486723567505627) | > loss_0: 2.1493983268737793 (2.1985522377738618) | > grad_norm_0: tensor(32.3853, device='cuda:0') (tensor(21.1714, device='cuda:0')) | > loss_gen: 2.8184549808502197 (2.7699272774093604) | > loss_kl: 1.6672720909118652 (1.7094936402685914) | > loss_feat: 8.719072341918945 (8.264580760582268) | > loss_mel: 13.601680755615234 (13.142165212319943) | > loss_duration: 1.6625735759735107 (1.6786515779948028) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.469053268432617 (27.56481852658779) | > grad_norm_1: tensor(551.4344, device='cuda:0') (tensor(423.5174, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8869 (0.8517002769323059) | > loader_time: 0.01 (0.010024127337628367)  --> TIME: 2025-05-10 18:51:51 -- STEP: 387/725 -- GLOBAL_STEP: 265200 | > loss_disc: 2.2514350414276123 (2.199896654725383) | > loss_disc_real_0: 0.224788635969162 (0.1389174071123744) | > loss_disc_real_1: 0.19978228211402893 (0.19101962612734902) | > loss_disc_real_2: 0.17361657321453094 (0.18806443330699468) | > loss_disc_real_3: 0.18616266548633575 (0.20518658870412393) | > loss_disc_real_4: 0.19990859925746918 (0.19538220732403055) | > loss_disc_real_5: 0.19525998830795288 (0.20523250676710791) | > loss_0: 2.2514350414276123 (2.199896654725383) | > grad_norm_0: tensor(29.5340, device='cuda:0') (tensor(21.7295, device='cuda:0')) | > loss_gen: 2.7261834144592285 (2.770670205739736) | > loss_kl: 1.6208690404891968 (1.7119468462867635) | > loss_feat: 7.946709632873535 (8.264374243812664) | > loss_mel: 13.708385467529297 (13.13828098435119) | > loss_duration: 1.769561529159546 (1.679039054754785) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.77170753479004 (27.564311389775245) | > grad_norm_1: tensor(422.4370, device='cuda:0') (tensor(422.7247, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8428 (0.8529703623256633) | > loader_time: 0.0093 (0.010044482327246855)  --> TIME: 2025-05-10 18:52:34 -- STEP: 437/725 -- GLOBAL_STEP: 265250 | > loss_disc: 2.2866017818450928 (2.1994293527144877) | > loss_disc_real_0: 0.11848749220371246 (0.13857634834416693) | > loss_disc_real_1: 0.17561620473861694 (0.19050765221669963) | > loss_disc_real_2: 0.1988999992609024 (0.1881360229556566) | > loss_disc_real_3: 0.23320184648036957 (0.2051418273277086) | > loss_disc_real_4: 0.22266168892383575 (0.19554139056522193) | > loss_disc_real_5: 0.23623836040496826 (0.20552577872843716) | > loss_0: 2.2866017818450928 (2.1994293527144877) | > grad_norm_0: tensor(18.5900, device='cuda:0') (tensor(21.6714, device='cuda:0')) | > loss_gen: 2.686424493789673 (2.770395302936198) | > loss_kl: 1.766625165939331 (1.709240082472358) | > loss_feat: 7.708041191101074 (8.25772845335903) | > loss_mel: 13.299125671386719 (13.138912098358647) | > loss_duration: 1.6315999031066895 (1.679148485786037) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.091815948486328 (27.555424509113937) | > grad_norm_1: tensor(323.6064, device='cuda:0') (tensor(423.7864, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8873 (0.8522027302661257) | > loader_time: 0.0119 (0.010047347376493898)  --> TIME: 2025-05-10 18:53:17 -- STEP: 487/725 -- GLOBAL_STEP: 265300 | > loss_disc: 2.091252326965332 (2.201791394662565) | > loss_disc_real_0: 0.12987497448921204 (0.1386998968019134) | > loss_disc_real_1: 0.18654116988182068 (0.19067072118699427) | > loss_disc_real_2: 0.19916261732578278 (0.18826416991574563) | > loss_disc_real_3: 0.20798243582248688 (0.20532003115457184) | > loss_disc_real_4: 0.20547239482402802 (0.19559782786291) | > loss_disc_real_5: 0.21899601817131042 (0.2060125959115352) | > loss_0: 2.091252326965332 (2.201791394662565) | > grad_norm_0: tensor(21.6872, device='cuda:0') (tensor(21.4976, device='cuda:0')) | > loss_gen: 2.845285415649414 (2.765054737028402) | > loss_kl: 1.7386926412582397 (1.710235590807466) | > loss_feat: 8.66637134552002 (8.238665971423087) | > loss_mel: 13.64355754852295 (13.124286624195642) | > loss_duration: 1.6778982877731323 (1.6795685511594929) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.571805953979492 (27.517811538257643) | > grad_norm_1: tensor(534.9074, device='cuda:0') (tensor(422.3074, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8146 (0.8517876195222199) | > loader_time: 0.0105 (0.010080512299429958)  --> TIME: 2025-05-10 18:54:00 -- STEP: 537/725 -- GLOBAL_STEP: 265350 | > loss_disc: 2.1444621086120605 (2.2049973059854926) | > loss_disc_real_0: 0.11564984917640686 (0.13935571520466164) | > loss_disc_real_1: 0.21481852233409882 (0.1909881442008294) | > loss_disc_real_2: 0.20172365009784698 (0.18848998345143303) | > loss_disc_real_3: 0.23843295872211456 (0.2054091354266669) | > loss_disc_real_4: 0.21747736632823944 (0.19575819498000868) | > loss_disc_real_5: 0.1756749153137207 (0.20625436952549214) | > loss_0: 2.1444621086120605 (2.2049973059854926) | > grad_norm_0: tensor(15.5466, device='cuda:0') (tensor(21.8225, device='cuda:0')) | > loss_gen: 2.8219399452209473 (2.7646080368723966) | > loss_kl: 1.6131470203399658 (1.7158608108037454) | > loss_feat: 9.030620574951172 (8.234876590956093) | > loss_mel: 13.972625732421875 (13.133011304688413) | > loss_duration: 1.693848729133606 (1.6800843401772134) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.132183074951172 (27.528441150317207) | > grad_norm_1: tensor(460.2768, device='cuda:0') (tensor(423.7451, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8433 (0.8513687207490149) | > loader_time: 0.0092 (0.010078339159377682)  --> TIME: 2025-05-10 18:54:43 -- STEP: 587/725 -- GLOBAL_STEP: 265400 | > loss_disc: 2.192457914352417 (2.2042660550729996) | > loss_disc_real_0: 0.1459151655435562 (0.13932585098115924) | > loss_disc_real_1: 0.23211686313152313 (0.19104561265526276) | > loss_disc_real_2: 0.1763407588005066 (0.18827971222047302) | > loss_disc_real_3: 0.22809305787086487 (0.2054037938379956) | > loss_disc_real_4: 0.21018445491790771 (0.19559344047683672) | > loss_disc_real_5: 0.18923042714595795 (0.20594999310917514) | > loss_0: 2.192457914352417 (2.2042660550729996) | > grad_norm_0: tensor(25.8304, device='cuda:0') (tensor(21.9265, device='cuda:0')) | > loss_gen: 2.716353416442871 (2.7652418130098066) | > loss_kl: 1.6937570571899414 (1.7167886239706551) | > loss_feat: 8.284843444824219 (8.23638520086443) | > loss_mel: 12.681957244873047 (13.134706480945805) | > loss_duration: 1.6614644527435303 (1.6795732424653171) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.038375854492188 (27.53269542908547) | > grad_norm_1: tensor(744.6734, device='cuda:0') (tensor(425.7295, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8606 (0.851078471292629) | > loader_time: 0.0094 (0.010065262321719117)  --> TIME: 2025-05-10 18:55:26 -- STEP: 637/725 -- GLOBAL_STEP: 265450 | > loss_disc: 2.2461791038513184 (2.2045699260672755) | > loss_disc_real_0: 0.16051745414733887 (0.13906595310901) | > loss_disc_real_1: 0.20440886914730072 (0.1910473705741637) | > loss_disc_real_2: 0.17684245109558105 (0.18844675601370856) | > loss_disc_real_3: 0.22136971354484558 (0.20523386038079536) | > loss_disc_real_4: 0.18779359757900238 (0.19587787618536034) | > loss_disc_real_5: 0.20676258206367493 (0.20600373018386794) | > loss_0: 2.2461791038513184 (2.2045699260672755) | > grad_norm_0: tensor(24.9686, device='cuda:0') (tensor(21.7624, device='cuda:0')) | > loss_gen: 2.569007396697998 (2.7637161452504504) | > loss_kl: 1.738724708557129 (1.7142744747398413) | > loss_feat: 7.158076286315918 (8.23385899407525) | > loss_mel: 11.330753326416016 (13.134701544673332) | > loss_duration: 1.6460481882095337 (1.679481290011803) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.442609786987305 (27.52603252117451) | > grad_norm_1: tensor(423.2796, device='cuda:0') (tensor(424.3418, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.847 (0.8510106919885991) | > loader_time: 0.0097 (0.010046885563777046)  --> TIME: 2025-05-10 18:56:09 -- STEP: 687/725 -- GLOBAL_STEP: 265500 | > loss_disc: 2.099271774291992 (2.205107992392962) | > loss_disc_real_0: 0.1417754888534546 (0.13923292946520507) | > loss_disc_real_1: 0.17996221780776978 (0.19099222602976124) | > loss_disc_real_2: 0.16845759749412537 (0.18859127977269188) | > loss_disc_real_3: 0.1937474012374878 (0.2050300962583118) | > loss_disc_real_4: 0.18627330660820007 (0.19595744874019286) | > loss_disc_real_5: 0.1942828893661499 (0.20595123923588363) | > loss_0: 2.099271774291992 (2.205107992392962) | > grad_norm_0: tensor(19.4141, device='cuda:0') (tensor(22.0319, device='cuda:0')) | > loss_gen: 3.0286850929260254 (2.7646544850722843) | > loss_kl: 1.6611957550048828 (1.714092261926576) | > loss_feat: 9.851415634155273 (8.235009038639223) | > loss_mel: 14.410421371459961 (13.137829047623686) | > loss_duration: 1.6854937076568604 (1.6794195019001528) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.637210845947266 (27.531004410123206) | > grad_norm_1: tensor(569.5703, device='cuda:0') (tensor(427.1795, device='cuda:0')) | > current_lr_0: 0.00019259027541165268 | > current_lr_1: 0.00019259027541165268 | > step_time: 0.8868 (0.8506292123808438) | > loader_time: 0.0101 (0.010012745683717239)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.255563259124756 (2.255563259124756) | > loss_disc_real_0: 0.1678813397884369 (0.1678813397884369) | > loss_disc_real_1: 0.18727529048919678 (0.18727529048919678) | > loss_disc_real_2: 0.21744370460510254 (0.21744370460510254) | > loss_disc_real_3: 0.27619045972824097 (0.27619045972824097) | > loss_disc_real_4: 0.24826575815677643 (0.24826575815677643) | > loss_disc_real_5: 0.2386636584997177 (0.2386636584997177) | > loss_0: 2.255563259124756 (2.255563259124756) | > loss_gen: 2.883469820022583 (2.883469820022583) | > loss_kl: 2.1746151447296143 (2.1746151447296143) | > loss_feat: 8.441581726074219 (8.441581726074219) | > loss_mel: 14.145581245422363 (14.145581245422363) | > loss_duration: 1.7049624919891357 (1.7049624919891357) | > loss_1: 29.350210189819336 (29.350210189819336)  --> STEP: 1 | > loss_disc: 2.3669891357421875 (2.3669891357421875) | > loss_disc_real_0: 0.16467785835266113 (0.16467785835266113) | > loss_disc_real_1: 0.1926565319299698 (0.1926565319299698) | > loss_disc_real_2: 0.20674771070480347 (0.20674771070480347) | > loss_disc_real_3: 0.283710241317749 (0.283710241317749) | > loss_disc_real_4: 0.2554364502429962 (0.2554364502429962) | > loss_disc_real_5: 0.26929759979248047 (0.26929759979248047) | > loss_0: 2.3669891357421875 (2.3669891357421875) | > loss_gen: 2.72563099861145 (2.72563099861145) | > loss_kl: 2.0955116748809814 (2.0955116748809814) | > loss_feat: 7.678180694580078 (7.678180694580078) | > loss_mel: 13.320047378540039 (13.320047378540039) | > loss_duration: 1.8039796352386475 (1.8039796352386475) | > loss_1: 27.623350143432617 (27.623350143432617)  --> STEP: 2 | > loss_disc: 2.358365058898926 (2.3626770973205566) | > loss_disc_real_0: 0.18047186732292175 (0.17257486283779144) | > loss_disc_real_1: 0.19931954145431519 (0.1959880366921425) | > loss_disc_real_2: 0.20017115771770477 (0.20345943421125412) | > loss_disc_real_3: 0.27325868606567383 (0.2784844636917114) | > loss_disc_real_4: 0.24581915140151978 (0.250627800822258) | > loss_disc_real_5: 0.23995138704776764 (0.25462449342012405) | > loss_0: 2.358365058898926 (2.3626770973205566) | > loss_gen: 2.6432361602783203 (2.6844335794448853) | > loss_kl: 2.143664836883545 (2.119588255882263) | > loss_feat: 7.5248703956604 (7.601525545120239) | > loss_mel: 12.731389045715332 (13.025718212127686) | > loss_duration: 1.8686145544052124 (1.83629709482193) | > loss_1: 26.911775588989258 (27.267562866210938)  --> STEP: 3 | > loss_disc: 2.2664949893951416 (2.3306163946787515) | > loss_disc_real_0: 0.15252399444580078 (0.1658912400404612) | > loss_disc_real_1: 0.1906236708164215 (0.19419991473356882) | > loss_disc_real_2: 0.19506844878196716 (0.20066243906815848) | > loss_disc_real_3: 0.28912463784217834 (0.28203118840853375) | > loss_disc_real_4: 0.2516914904117584 (0.2509823640187581) | > loss_disc_real_5: 0.24732978641986847 (0.2521929244200389) | > loss_0: 2.2664949893951416 (2.3306163946787515) | > loss_gen: 2.827465772628784 (2.7321109771728516) | > loss_kl: 2.1425042152404785 (2.1272269090016684) | > loss_feat: 8.889832496643066 (8.030961195627848) | > loss_mel: 14.697894096374512 (13.583110173543295) | > loss_duration: 1.8163100481033325 (1.8296347459157307) | > loss_1: 30.374008178710938 (28.30304463704427)  --> STEP: 4 | > loss_disc: 2.186493396759033 (2.294585645198822) | > loss_disc_real_0: 0.15942753851413727 (0.16427531465888023) | > loss_disc_real_1: 0.19333048164844513 (0.1939825564622879) | > loss_disc_real_2: 0.18597540259361267 (0.19699067994952202) | > loss_disc_real_3: 0.26864928007125854 (0.27868571132421494) | > loss_disc_real_4: 0.26456987857818604 (0.2543792426586151) | > loss_disc_real_5: 0.24141544103622437 (0.24949855357408524) | > loss_0: 2.186493396759033 (2.294585645198822) | > loss_gen: 2.9546284675598145 (2.7877403497695923) | > loss_kl: 1.981142520904541 (2.0907058119773865) | > loss_feat: 8.346749305725098 (8.10990822315216) | > loss_mel: 14.936408042907715 (13.9214346408844) | > loss_duration: 1.7562339305877686 (1.8112845420837402) | > loss_1: 29.975162506103516 (28.721074104309082) --> EVAL PERFORMANCE | > avg_loader_time: 0.28400754928588867 (+0.0007184147834777832) | > avg_loss_disc: 2.294585645198822 (-0.000615239143371582) | > avg_loss_disc_real_0: 0.16427531465888023 (+0.05077439546585083) | > avg_loss_disc_real_1: 0.1939825564622879 (-0.026117127388715744) | > avg_loss_disc_real_2: 0.19699067994952202 (-0.0058546364307403564) | > avg_loss_disc_real_3: 0.27868571132421494 (+0.0709407813847065) | > avg_loss_disc_real_4: 0.2543792426586151 (+0.013352222740650177) | > avg_loss_disc_real_5: 0.24949855357408524 (+0.02057015895843506) | > avg_loss_0: 2.294585645198822 (-0.000615239143371582) | > avg_loss_gen: 2.7877403497695923 (+0.1977475881576538) | > avg_loss_kl: 2.0907058119773865 (+0.14322873950004578) | > avg_loss_feat: 8.10990822315216 (+0.26066553592681885) | > avg_loss_mel: 13.9214346408844 (+0.7811129093170166) | > avg_loss_duration: 1.8112845420837402 (+0.011002540588378906) | > avg_loss_1: 28.721074104309082 (+1.3937582969665527)  > EPOCH: 303/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 18:56:49)   --> TIME: 2025-05-10 18:57:01 -- STEP: 12/725 -- GLOBAL_STEP: 265550 | > loss_disc: 2.240941047668457 (2.2377137740453086) | > loss_disc_real_0: 0.1257154792547226 (0.13485666488607725) | > loss_disc_real_1: 0.21314118802547455 (0.19782605270544687) | > loss_disc_real_2: 0.21527200937271118 (0.19023114318648973) | > loss_disc_real_3: 0.2190859466791153 (0.21371294930577278) | > loss_disc_real_4: 0.16970597207546234 (0.2038123644888401) | > loss_disc_real_5: 0.22580547630786896 (0.20655728007356325) | > loss_0: 2.240941047668457 (2.2377137740453086) | > grad_norm_0: tensor(20.6211, device='cuda:0') (tensor(22.5319, device='cuda:0')) | > loss_gen: 2.8266124725341797 (2.753568629423777) | > loss_kl: 1.8365010023117065 (1.7721420029799144) | > loss_feat: 8.842658996582031 (8.004352649052938) | > loss_mel: 13.330931663513184 (13.092857360839844) | > loss_duration: 1.711042881011963 (1.677559991677602) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.547746658325195 (27.300480365753174) | > grad_norm_1: tensor(616.7050, device='cuda:0') (tensor(452.3684, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8463 (0.835894763469696) | > loader_time: 0.0114 (0.010753969351450602)  --> TIME: 2025-05-10 18:57:45 -- STEP: 62/725 -- GLOBAL_STEP: 265600 | > loss_disc: 2.249497413635254 (2.2314335761531705) | > loss_disc_real_0: 0.1816786825656891 (0.14090475944742079) | > loss_disc_real_1: 0.1866036057472229 (0.1932541824156238) | > loss_disc_real_2: 0.1938098818063736 (0.19226910125824712) | > loss_disc_real_3: 0.1909034252166748 (0.20948103502873452) | > loss_disc_real_4: 0.1717672199010849 (0.1984917708942967) | > loss_disc_real_5: 0.20321543514728546 (0.20801679958258906) | > loss_0: 2.249497413635254 (2.2314335761531705) | > grad_norm_0: tensor(41.8777, device='cuda:0') (tensor(23.9581, device='cuda:0')) | > loss_gen: 2.7300848960876465 (2.747053238653368) | > loss_kl: 1.5716840028762817 (1.7538012458432106) | > loss_feat: 8.256880760192871 (8.147656732989896) | > loss_mel: 14.764925956726074 (13.14126334651824) | > loss_duration: 1.7171282768249512 (1.6763711590920725) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.04070472717285 (27.46614573078771) | > grad_norm_1: tensor(538.5737, device='cuda:0') (tensor(449.4122, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8569 (0.8551961645003288) | > loader_time: 0.011 (0.010676699299966135)  --> TIME: 2025-05-10 18:58:28 -- STEP: 112/725 -- GLOBAL_STEP: 265650 | > loss_disc: 2.287904739379883 (2.219007826277189) | > loss_disc_real_0: 0.10609345138072968 (0.13793699489906433) | > loss_disc_real_1: 0.1995587795972824 (0.1913346563066755) | > loss_disc_real_2: 0.19459863007068634 (0.19056125583925418) | > loss_disc_real_3: 0.20940352976322174 (0.20859423612377473) | > loss_disc_real_4: 0.1905815452337265 (0.19823361866708314) | > loss_disc_real_5: 0.20138385891914368 (0.20776948519051075) | > loss_0: 2.287904739379883 (2.219007826277189) | > grad_norm_0: tensor(16.1192, device='cuda:0') (tensor(23.7106, device='cuda:0')) | > loss_gen: 2.6475882530212402 (2.7572206067187457) | > loss_kl: 1.471056580543518 (1.752321645617485) | > loss_feat: 7.3547844886779785 (8.19819364803178) | > loss_mel: 13.158167839050293 (13.190655904156822) | > loss_duration: 1.676253318786621 (1.6800491660833359) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.307849884033203 (27.5784410238266) | > grad_norm_1: tensor(93.9175, device='cuda:0') (tensor(451.9796, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8369 (0.8533348653997693) | > loader_time: 0.0098 (0.010589720947401864)  --> TIME: 2025-05-10 18:59:11 -- STEP: 162/725 -- GLOBAL_STEP: 265700 | > loss_disc: 2.2187142372131348 (2.217503487327953) | > loss_disc_real_0: 0.1328745186328888 (0.13891507317254573) | > loss_disc_real_1: 0.1885237842798233 (0.1912064950591252) | > loss_disc_real_2: 0.1895705759525299 (0.1896686080245324) | > loss_disc_real_3: 0.19086648523807526 (0.20757066752807593) | > loss_disc_real_4: 0.21479466557502747 (0.19783011226006497) | > loss_disc_real_5: 0.24132375419139862 (0.20784234908627866) | > loss_0: 2.2187142372131348 (2.217503487327953) | > grad_norm_0: tensor(30.9133, device='cuda:0') (tensor(24.0372, device='cuda:0')) | > loss_gen: 2.7798800468444824 (2.753053997769769) | > loss_kl: 1.5249814987182617 (1.7407168701842979) | > loss_feat: 7.619955062866211 (8.178083440403878) | > loss_mel: 13.11342716217041 (13.15924225324466) | > loss_duration: 1.6301565170288086 (1.679980794588725) | > amp_scaler: 256.0 (131.1604938271605) | > loss_1: 26.668399810791016 (27.511077362814074) | > grad_norm_1: tensor(495.1660, device='cuda:0') (tensor(455.9274, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8378 (0.852402635562567) | > loader_time: 0.0097 (0.010527451833089195)  --> TIME: 2025-05-10 18:59:55 -- STEP: 212/725 -- GLOBAL_STEP: 265750 | > loss_disc: 2.0896151065826416 (2.2135426660753663) | > loss_disc_real_0: 0.13932880759239197 (0.13780394326544038) | > loss_disc_real_1: 0.17152902483940125 (0.19097436739588683) | > loss_disc_real_2: 0.1852545589208603 (0.18981439212583145) | > loss_disc_real_3: 0.2161615788936615 (0.2070849713570667) | > loss_disc_real_4: 0.21922390162944794 (0.19781285236185453) | > loss_disc_real_5: 0.18174175918102264 (0.20735494145807223) | > loss_0: 2.0896151065826416 (2.2135426660753663) | > grad_norm_0: tensor(27.4531, device='cuda:0') (tensor(23.4874, device='cuda:0')) | > loss_gen: 2.990048408508301 (2.754841503107323) | > loss_kl: 1.5222915410995483 (1.7340123439734836) | > loss_feat: 9.702187538146973 (8.22961287678412) | > loss_mel: 14.893876075744629 (13.189814441608933) | > loss_duration: 1.6819400787353516 (1.6798571207613318) | > amp_scaler: 256.0 (160.60377358490567) | > loss_1: 30.790342330932617 (27.58813825643288) | > grad_norm_1: tensor(680.1285, device='cuda:0') (tensor(460.8447, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8446 (0.8538362203903918) | > loader_time: 0.0121 (0.010536576217075561)  --> TIME: 2025-05-10 19:00:38 -- STEP: 262/725 -- GLOBAL_STEP: 265800 | > loss_disc: 2.1414170265197754 (2.215317538676373) | > loss_disc_real_0: 0.1145571693778038 (0.13824687662129187) | > loss_disc_real_1: 0.18269392848014832 (0.1913372331106936) | > loss_disc_real_2: 0.2018100470304489 (0.19029775074192587) | > loss_disc_real_3: 0.20909826457500458 (0.20695279891254337) | > loss_disc_real_4: 0.1716880053281784 (0.1974801230066605) | > loss_disc_real_5: 0.2076510488986969 (0.2076424167470167) | > loss_0: 2.1414170265197754 (2.215317538676373) | > grad_norm_0: tensor(22.5115, device='cuda:0') (tensor(23.1944, device='cuda:0')) | > loss_gen: 2.7741098403930664 (2.7544685119890984) | > loss_kl: 1.7315363883972168 (1.7287387693201313) | > loss_feat: 8.668123245239258 (8.24996302328037) | > loss_mel: 14.012619972229004 (13.230170610296817) | > loss_duration: 1.6872670650482178 (1.6804874525725388) | > amp_scaler: 256.0 (178.8091603053435) | > loss_1: 28.8736572265625 (27.6438283774689) | > grad_norm_1: tensor(534.9329, device='cuda:0') (tensor(455.1204, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8933 (0.8523909690725895) | > loader_time: 0.0107 (0.010567565000694215)  --> TIME: 2025-05-10 19:01:21 -- STEP: 312/725 -- GLOBAL_STEP: 265850 | > loss_disc: 2.250312328338623 (2.2158411917014016) | > loss_disc_real_0: 0.08842040598392487 (0.13865149993067374) | > loss_disc_real_1: 0.18696464598178864 (0.19178027201157366) | > loss_disc_real_2: 0.18411828577518463 (0.19030187971507878) | > loss_disc_real_3: 0.21120716631412506 (0.2065608087353982) | > loss_disc_real_4: 0.17848637700080872 (0.1972747146605681) | > loss_disc_real_5: 0.21818874776363373 (0.2071530292144952) | > loss_0: 2.250312328338623 (2.2158411917014016) | > grad_norm_0: tensor(25.0766, device='cuda:0') (tensor(23.4199, device='cuda:0')) | > loss_gen: 2.5773603916168213 (2.7539414732884127) | > loss_kl: 1.731505274772644 (1.7276404423591418) | > loss_feat: 8.491631507873535 (8.234222700962654) | > loss_mel: 13.520172119140625 (13.205316882867079) | > loss_duration: 1.6791273355484009 (1.6796261652922022) | > amp_scaler: 256.0 (191.17948717948724) | > loss_1: 27.99979591369629 (27.60074767699608) | > grad_norm_1: tensor(499.9211, device='cuda:0') (tensor(457.2843, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8336 (0.851847618054121) | > loader_time: 0.0099 (0.010570438244403938)  --> TIME: 2025-05-10 19:02:04 -- STEP: 362/725 -- GLOBAL_STEP: 265900 | > loss_disc: 2.136849880218506 (2.2170732640429764) | > loss_disc_real_0: 0.14719456434249878 (0.1388921489661241) | > loss_disc_real_1: 0.19075018167495728 (0.1918378860087686) | > loss_disc_real_2: 0.22702497243881226 (0.19042843716085275) | > loss_disc_real_3: 0.19711348414421082 (0.20630735467646008) | > loss_disc_real_4: 0.2106499969959259 (0.19733855074775805) | > loss_disc_real_5: 0.1867498755455017 (0.2072786636115437) | > loss_0: 2.136849880218506 (2.2170732640429764) | > grad_norm_0: tensor(27.7094, device='cuda:0') (tensor(23.0725, device='cuda:0')) | > loss_gen: 2.775914192199707 (2.751999224747083) | > loss_kl: 1.7285243272781372 (1.7301447151115585) | > loss_feat: 9.5184326171875 (8.21275815120718) | > loss_mel: 14.466307640075684 (13.185110434642812) | > loss_duration: 1.6031898260116577 (1.679360139106519) | > amp_scaler: 64.0 (195.00552486187848) | > loss_1: 30.09236717224121 (27.55937264900839) | > grad_norm_1: tensor(560.0245, device='cuda:0') (tensor(452.3581, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8338 (0.85165016493086) | > loader_time: 0.0106 (0.010583228827840057)  --> TIME: 2025-05-10 19:02:48 -- STEP: 412/725 -- GLOBAL_STEP: 265950 | > loss_disc: 2.189197540283203 (2.2135943006543286) | > loss_disc_real_0: 0.14237825572490692 (0.13892160153504723) | > loss_disc_real_1: 0.18582475185394287 (0.19167108982078093) | > loss_disc_real_2: 0.22302857041358948 (0.19017245714525563) | > loss_disc_real_3: 0.21793502569198608 (0.20636757246209583) | > loss_disc_real_4: 0.20064271986484528 (0.19706044027816896) | > loss_disc_real_5: 0.17627081274986267 (0.20628533056638768) | > loss_0: 2.189197540283203 (2.2135943006543286) | > grad_norm_0: tensor(24.7222, device='cuda:0') (tensor(23.6102, device='cuda:0')) | > loss_gen: 2.699252128601074 (2.7598305020517504) | > loss_kl: 1.8047457933425903 (1.7336824400332367) | > loss_feat: 8.304696083068848 (8.233542759441631) | > loss_mel: 12.943373680114746 (13.20388150909572) | > loss_duration: 1.6842371225357056 (1.6792350764413484) | > amp_scaler: 64.0 (179.10679611650488) | > loss_1: 27.436304092407227 (27.610172285616972) | > grad_norm_1: tensor(550.1251, device='cuda:0') (tensor(457.7695, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8665 (0.8516628585972832) | > loader_time: 0.0104 (0.010588822434249436)  --> TIME: 2025-05-10 19:03:32 -- STEP: 462/725 -- GLOBAL_STEP: 266000 | > loss_disc: 2.1831648349761963 (2.210459413982575) | > loss_disc_real_0: 0.12645401060581207 (0.13840469932465843) | > loss_disc_real_1: 0.17288315296173096 (0.19138375643914923) | > loss_disc_real_2: 0.18597742915153503 (0.1897244762742157) | > loss_disc_real_3: 0.18205538392066956 (0.2060039034718043) | > loss_disc_real_4: 0.2091885358095169 (0.19691046417662586) | > loss_disc_real_5: 0.1737033575773239 (0.20619062885835568) | > loss_0: 2.1831648349761963 (2.210459413982575) | > grad_norm_0: tensor(22.2240, device='cuda:0') (tensor(23.4690, device='cuda:0')) | > loss_gen: 2.721604824066162 (2.7607516912154813) | > loss_kl: 1.6452716588974 (1.72912868276819) | > loss_feat: 8.386698722839355 (8.24819897882866) | > loss_mel: 12.57562255859375 (13.196715202166404) | > loss_duration: 1.7008583545684814 (1.6787720639984332) | > amp_scaler: 64.0 (166.64935064935068) | > loss_1: 27.030057907104492 (27.613566646328216) | > grad_norm_1: tensor(692.6375, device='cuda:0') (tensor(464.7144, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8019 (0.8526248570644495) | > loader_time: 0.0123 (0.010625128106121378) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_266000.pth  --> TIME: 2025-05-10 19:04:17 -- STEP: 512/725 -- GLOBAL_STEP: 266050 | > loss_disc: 2.0771617889404297 (2.2080171157140303) | > loss_disc_real_0: 0.15390658378601074 (0.13827073272841517) | > loss_disc_real_1: 0.2038518488407135 (0.19123949317145172) | > loss_disc_real_2: 0.17285707592964172 (0.1895709523232653) | > loss_disc_real_3: 0.17259317636489868 (0.2057078472862486) | > loss_disc_real_4: 0.1936771273612976 (0.1966530699282884) | > loss_disc_real_5: 0.20091742277145386 (0.2058666873199399) | > loss_0: 2.0771617889404297 (2.2080171157140303) | > grad_norm_0: tensor(24.2125, device='cuda:0') (tensor(23.6269, device='cuda:0')) | > loss_gen: 2.851376533508301 (2.763744161464273) | > loss_kl: 1.8019206523895264 (1.7284436675254256) | > loss_feat: 8.785877227783203 (8.258541855961086) | > loss_mel: 14.081746101379395 (13.187642477452755) | > loss_duration: 1.6355876922607422 (1.6795713829342278) | > amp_scaler: 64.0 (156.62500000000003) | > loss_1: 29.15650749206543 (27.61794357746839) | > grad_norm_1: tensor(430.6527, device='cuda:0') (tensor(469.3538, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8596 (0.8524133153259754) | > loader_time: 0.0116 (0.010644163470715286)  --> TIME: 2025-05-10 19:05:01 -- STEP: 562/725 -- GLOBAL_STEP: 266100 | > loss_disc: 2.162179708480835 (2.205984699556413) | > loss_disc_real_0: 0.12067569047212601 (0.1381459469737956) | > loss_disc_real_1: 0.1726524531841278 (0.19099207113752173) | > loss_disc_real_2: 0.19029924273490906 (0.18954683750125426) | > loss_disc_real_3: 0.20481306314468384 (0.2053800130070741) | > loss_disc_real_4: 0.19828175008296967 (0.19644698617297132) | > loss_disc_real_5: 0.23546339571475983 (0.2055968374172987) | > loss_0: 2.162179708480835 (2.205984699556413) | > grad_norm_0: tensor(8.6048, device='cuda:0') (tensor(23.3123, device='cuda:0')) | > loss_gen: 2.848658800125122 (2.7636177633156547) | > loss_kl: 1.499731421470642 (1.7280233992376368) | > loss_feat: 8.765549659729004 (8.255404818524672) | > loss_mel: 12.676340103149414 (13.175221724866546) | > loss_duration: 1.6363656520843506 (1.6796088770191013) | > amp_scaler: 64.0 (148.3843416370107) | > loss_1: 27.426645278930664 (27.601876628780698) | > grad_norm_1: tensor(226.2573, device='cuda:0') (tensor(467.0561, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.9073 (0.8522636008008098) | > loader_time: 0.0096 (0.010670014547707773)  --> TIME: 2025-05-10 19:05:44 -- STEP: 612/725 -- GLOBAL_STEP: 266150 | > loss_disc: 2.102031946182251 (2.2072255864642023) | > loss_disc_real_0: 0.15307188034057617 (0.13859161933019665) | > loss_disc_real_1: 0.197740375995636 (0.190995201638906) | > loss_disc_real_2: 0.19067831337451935 (0.18963124072240065) | > loss_disc_real_3: 0.20005396008491516 (0.20528857607175321) | > loss_disc_real_4: 0.15915551781654358 (0.19631495129536183) | > loss_disc_real_5: 0.20870080590248108 (0.20575684817885254) | > loss_0: 2.102031946182251 (2.2072255864642023) | > grad_norm_0: tensor(35.4809, device='cuda:0') (tensor(23.1826, device='cuda:0')) | > loss_gen: 2.921013355255127 (2.7633219166518814) | > loss_kl: 1.5468440055847168 (1.7254134149722815) | > loss_feat: 8.562047958374023 (8.249679321557092) | > loss_mel: 14.398308753967285 (13.17010567702499) | > loss_duration: 1.6135343313217163 (1.6791296759072472) | > amp_scaler: 64.0 (141.49019607843152) | > loss_1: 29.041749954223633 (27.58765003727931) | > grad_norm_1: tensor(652.3295, device='cuda:0') (tensor(464.5760, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8116 (0.852491988076104) | > loader_time: 0.0118 (0.010698684290343638)  --> TIME: 2025-05-10 19:06:27 -- STEP: 662/725 -- GLOBAL_STEP: 266200 | > loss_disc: 2.1101150512695312 (2.205891287218769) | > loss_disc_real_0: 0.1316462904214859 (0.1384150778869128) | > loss_disc_real_1: 0.20476144552230835 (0.1908422760507853) | > loss_disc_real_2: 0.1963822990655899 (0.18950329194256185) | > loss_disc_real_3: 0.17950698733329773 (0.20525759514815137) | > loss_disc_real_4: 0.1652033030986786 (0.19628911762529277) | > loss_disc_real_5: 0.2132677286863327 (0.20552678647088132) | > loss_0: 2.1101150512695312 (2.205891287218769) | > grad_norm_0: tensor(20.3117, device='cuda:0') (tensor(23.2145, device='cuda:0')) | > loss_gen: 2.8488388061523438 (2.764311474255565) | > loss_kl: 1.8110616207122803 (1.7262246097322687) | > loss_feat: 8.465826988220215 (8.25033762591844) | > loss_mel: 14.299286842346191 (13.175892765068216) | > loss_duration: 1.6924893856048584 (1.6794463799439168) | > amp_scaler: 64.0 (135.63746223564962) | > loss_1: 29.117504119873047 (27.596212894174624) | > grad_norm_1: tensor(364.6899, device='cuda:0') (tensor(467.8466, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8599 (0.8517992280401132) | > loader_time: 0.0125 (0.010706980783053389)  --> TIME: 2025-05-10 19:07:10 -- STEP: 712/725 -- GLOBAL_STEP: 266250 | > loss_disc: 2.232672691345215 (2.204459426108372) | > loss_disc_real_0: 0.10408541560173035 (0.1380441920894586) | > loss_disc_real_1: 0.16890500485897064 (0.1907871751261227) | > loss_disc_real_2: 0.1948758065700531 (0.1893386676321539) | > loss_disc_real_3: 0.19922460615634918 (0.2051974127717902) | > loss_disc_real_4: 0.20590460300445557 (0.19625952032007535) | > loss_disc_real_5: 0.19035759568214417 (0.2054908144800515) | > loss_0: 2.232672691345215 (2.204459426108372) | > grad_norm_0: tensor(33.0780, device='cuda:0') (tensor(23.2639, device='cuda:0')) | > loss_gen: 2.7454702854156494 (2.7670352438862422) | > loss_kl: 1.8179606199264526 (1.7265668722350955) | > loss_feat: 8.120820999145508 (8.266661717650601) | > loss_mel: 13.44637393951416 (13.18469853615493) | > loss_duration: 1.663305640220642 (1.679127716783727) | > amp_scaler: 64.0 (130.60674157303384) | > loss_1: 27.793930053710938 (27.624090125051772) | > grad_norm_1: tensor(453.4639, device='cuda:0') (tensor(469.3988, device='cuda:0')) | > current_lr_0: 0.00019256620162722623 | > current_lr_1: 0.00019256620162722623 | > step_time: 0.8092 (0.851545247134198) | > loader_time: 0.0097 (0.010717374220323019)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2707931995391846 (2.2707931995391846) | > loss_disc_real_0: 0.15590882301330566 (0.15590882301330566) | > loss_disc_real_1: 0.17443343997001648 (0.17443343997001648) | > loss_disc_real_2: 0.1843116581439972 (0.1843116581439972) | > loss_disc_real_3: 0.23691555857658386 (0.23691555857658386) | > loss_disc_real_4: 0.27943864464759827 (0.27943864464759827) | > loss_disc_real_5: 0.2544208765029907 (0.2544208765029907) | > loss_0: 2.2707931995391846 (2.2707931995391846) | > loss_gen: 2.8365590572357178 (2.8365590572357178) | > loss_kl: 2.051959276199341 (2.051959276199341) | > loss_feat: 8.157259941101074 (8.157259941101074) | > loss_mel: 13.570648193359375 (13.570648193359375) | > loss_duration: 1.7096800804138184 (1.7096800804138184) | > loss_1: 28.326107025146484 (28.326107025146484)  --> STEP: 1 | > loss_disc: 2.1992597579956055 (2.1992597579956055) | > loss_disc_real_0: 0.15007519721984863 (0.15007519721984863) | > loss_disc_real_1: 0.1628156304359436 (0.1628156304359436) | > loss_disc_real_2: 0.19245584309101105 (0.19245584309101105) | > loss_disc_real_3: 0.21823734045028687 (0.21823734045028687) | > loss_disc_real_4: 0.26650241017341614 (0.26650241017341614) | > loss_disc_real_5: 0.23235540091991425 (0.23235540091991425) | > loss_0: 2.1992597579956055 (2.1992597579956055) | > loss_gen: 2.913710832595825 (2.913710832595825) | > loss_kl: 2.080019950866699 (2.080019950866699) | > loss_feat: 8.330501556396484 (8.330501556396484) | > loss_mel: 13.51865005493164 (13.51865005493164) | > loss_duration: 1.8024930953979492 (1.8024930953979492) | > loss_1: 28.64537811279297 (28.64537811279297)  --> STEP: 2 | > loss_disc: 2.1714324951171875 (2.1853461265563965) | > loss_disc_real_0: 0.15263666212558746 (0.15135592967271805) | > loss_disc_real_1: 0.1747373640537262 (0.1687764972448349) | > loss_disc_real_2: 0.16941876709461212 (0.18093730509281158) | > loss_disc_real_3: 0.2153257131576538 (0.21678152680397034) | > loss_disc_real_4: 0.24353666603565216 (0.25501953810453415) | > loss_disc_real_5: 0.22454814612865448 (0.22845177352428436) | > loss_0: 2.1714324951171875 (2.1853461265563965) | > loss_gen: 2.835308074951172 (2.8745094537734985) | > loss_kl: 1.960723638534546 (2.0203717947006226) | > loss_feat: 8.663312911987305 (8.496907234191895) | > loss_mel: 14.472906112670898 (13.99577808380127) | > loss_duration: 1.860804557800293 (1.831648826599121) | > loss_1: 29.79305648803711 (29.21921730041504)  --> STEP: 3 | > loss_disc: 2.1918771266937256 (2.187523126602173) | > loss_disc_real_0: 0.1428978145122528 (0.14853655795256296) | > loss_disc_real_1: 0.1694333702325821 (0.1689954549074173) | > loss_disc_real_2: 0.17445723712444305 (0.17877728243668875) | > loss_disc_real_3: 0.231796994805336 (0.22178668280442557) | > loss_disc_real_4: 0.28266066312789917 (0.2642332464456558) | > loss_disc_real_5: 0.22806207835674286 (0.22832187513510385) | > loss_0: 2.1918771266937256 (2.187523126602173) | > loss_gen: 2.9274959564208984 (2.892171621322632) | > loss_kl: 1.9616020917892456 (2.0007818937301636) | > loss_feat: 9.141813278198242 (8.711875915527344) | > loss_mel: 14.290172576904297 (14.09390958150228) | > loss_duration: 1.8273820877075195 (1.8302265803019206) | > loss_1: 30.148468017578125 (29.528967539469402)  --> STEP: 4 | > loss_disc: 2.390576124191284 (2.2382863759994507) | > loss_disc_real_0: 0.1836426556110382 (0.15731308236718178) | > loss_disc_real_1: 0.18187354505062103 (0.17221497744321823) | > loss_disc_real_2: 0.1778976023197174 (0.1785573624074459) | > loss_disc_real_3: 0.20753507316112518 (0.21822378039360046) | > loss_disc_real_4: 0.3027340769767761 (0.2738584540784359) | > loss_disc_real_5: 0.23551180958747864 (0.23011935874819756) | > loss_0: 2.390576124191284 (2.2382863759994507) | > loss_gen: 2.5426862239837646 (2.804800271987915) | > loss_kl: 1.849448323249817 (1.962948501110077) | > loss_feat: 6.991483688354492 (8.28177785873413) | > loss_mel: 11.6303129196167 (13.478010416030884) | > loss_duration: 1.7732549905776978 (1.8159836828708649) | > loss_1: 24.787185668945312 (28.34352207183838) --> EVAL PERFORMANCE | > avg_loader_time: 0.2817232608795166 (-0.0022842884063720703) | > avg_loss_disc: 2.2382863759994507 (-0.05629926919937134) | > avg_loss_disc_real_0: 0.15731308236718178 (-0.006962232291698456) | > avg_loss_disc_real_1: 0.17221497744321823 (-0.02176757901906967) | > avg_loss_disc_real_2: 0.1785573624074459 (-0.01843331754207611) | > avg_loss_disc_real_3: 0.21822378039360046 (-0.06046193093061447) | > avg_loss_disc_real_4: 0.2738584540784359 (+0.019479211419820786) | > avg_loss_disc_real_5: 0.23011935874819756 (-0.01937919482588768) | > avg_loss_0: 2.2382863759994507 (-0.05629926919937134) | > avg_loss_gen: 2.804800271987915 (+0.017059922218322754) | > avg_loss_kl: 1.962948501110077 (-0.12775731086730957) | > avg_loss_feat: 8.28177785873413 (+0.17186963558197021) | > avg_loss_mel: 13.478010416030884 (-0.4434242248535156) | > avg_loss_duration: 1.8159836828708649 (+0.004699140787124634) | > avg_loss_1: 28.34352207183838 (-0.3775520324707031)  > EPOCH: 304/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 19:07:28)   --> TIME: 2025-05-10 19:08:02 -- STEP: 37/725 -- GLOBAL_STEP: 266300 | > loss_disc: 2.0486884117126465 (2.198157007629807) | > loss_disc_real_0: 0.09775978326797485 (0.13361419717202316) | > loss_disc_real_1: 0.13551390171051025 (0.19112877869928205) | > loss_disc_real_2: 0.1614896059036255 (0.1876065642447085) | > loss_disc_real_3: 0.1771288514137268 (0.2052626706458427) | > loss_disc_real_4: 0.1450035721063614 (0.19616892490838025) | > loss_disc_real_5: 0.2042570561170578 (0.20795819968790621) | > loss_0: 2.0486884117126465 (2.198157007629807) | > grad_norm_0: tensor(11.1095, device='cuda:0') (tensor(20.7480, device='cuda:0')) | > loss_gen: 3.0919089317321777 (2.7440685452641667) | > loss_kl: 1.6749018430709839 (1.7750836127513163) | > loss_feat: 10.250711441040039 (8.180427293519717) | > loss_mel: 14.46583080291748 (13.008695937491751) | > loss_duration: 1.6739879846572876 (1.6787290476463936) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.1573429107666 (27.38700449144518) | > grad_norm_1: tensor(505.0012, device='cuda:0') (tensor(476.4947, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8438 (0.854337672929506) | > loader_time: 0.0105 (0.010761492961161846)  --> TIME: 2025-05-10 19:08:45 -- STEP: 87/725 -- GLOBAL_STEP: 266350 | > loss_disc: 2.209681510925293 (2.1981128289781764) | > loss_disc_real_0: 0.1868477612733841 (0.13584927306778133) | > loss_disc_real_1: 0.18475253880023956 (0.19062084730329185) | > loss_disc_real_2: 0.1813535839319229 (0.18827350197852344) | > loss_disc_real_3: 0.21095669269561768 (0.20463017879546375) | > loss_disc_real_4: 0.2074272781610489 (0.19656645138373322) | > loss_disc_real_5: 0.2042001485824585 (0.20620527675097017) | > loss_0: 2.209681510925293 (2.1981128289781764) | > grad_norm_0: tensor(32.6283, device='cuda:0') (tensor(22.2527, device='cuda:0')) | > loss_gen: 2.787504196166992 (2.775752837630524) | > loss_kl: 1.718623161315918 (1.7407137813239262) | > loss_feat: 8.443243026733398 (8.301789733185164) | > loss_mel: 12.950146675109863 (13.174510221371705) | > loss_duration: 1.6615427732467651 (1.6800054832436573) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.561059951782227 (27.67277193617547) | > grad_norm_1: tensor(457.0127, device='cuda:0') (tensor(466.8651, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8082 (0.8488148245318182) | > loader_time: 0.0099 (0.010604099295605188)  --> TIME: 2025-05-10 19:09:28 -- STEP: 137/725 -- GLOBAL_STEP: 266400 | > loss_disc: 2.158552646636963 (2.1997590143315104) | > loss_disc_real_0: 0.1362401694059372 (0.1362987273800982) | > loss_disc_real_1: 0.18043410778045654 (0.19071620583099172) | > loss_disc_real_2: 0.1733798384666443 (0.1873033692801956) | > loss_disc_real_3: 0.17943672835826874 (0.20483795972201077) | > loss_disc_real_4: 0.21539658308029175 (0.19631487033227935) | > loss_disc_real_5: 0.18765386939048767 (0.20750987953948277) | > loss_0: 2.158552646636963 (2.1997590143315104) | > grad_norm_0: tensor(34.5036, device='cuda:0') (tensor(22.9762, device='cuda:0')) | > loss_gen: 2.7389159202575684 (2.78004314951653) | > loss_kl: 1.678153157234192 (1.7318566089128926) | > loss_feat: 8.877957344055176 (8.368962308786209) | > loss_mel: 13.331568717956543 (13.247889880716366) | > loss_duration: 1.6641122102737427 (1.680947372513096) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.290708541870117 (27.80969926040538) | > grad_norm_1: tensor(529.9621, device='cuda:0') (tensor(465.0557, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8081 (0.8465545577724485) | > loader_time: 0.0111 (0.010472849337724006)  --> TIME: 2025-05-10 19:10:10 -- STEP: 187/725 -- GLOBAL_STEP: 266450 | > loss_disc: 2.418944835662842 (2.205021767055285) | > loss_disc_real_0: 0.15696313977241516 (0.13722299732626436) | > loss_disc_real_1: 0.21696938574314117 (0.1911001156836271) | > loss_disc_real_2: 0.21886464953422546 (0.1883304856996485) | > loss_disc_real_3: 0.19174881279468536 (0.20515511738744016) | > loss_disc_real_4: 0.22638075053691864 (0.19639287729633045) | > loss_disc_real_5: 0.22359198331832886 (0.2077239362951268) | > loss_0: 2.418944835662842 (2.205021767055285) | > grad_norm_0: tensor(13.5632, device='cuda:0') (tensor(22.0551, device='cuda:0')) | > loss_gen: 2.3663880825042725 (2.764943597150999) | > loss_kl: 1.8034319877624512 (1.7409232064364426) | > loss_feat: 6.334315776824951 (8.303621932147024) | > loss_mel: 10.534608840942383 (13.192570966832777) | > loss_duration: 1.7035322189331055 (1.6820414251184719) | > amp_scaler: 64.0 (64.0) | > loss_1: 22.74227523803711 (27.68410103333825) | > grad_norm_1: tensor(204.3792, device='cuda:0') (tensor(442.9329, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8398 (0.844893349683221) | > loader_time: 0.0099 (0.010516036640514028)  --> TIME: 2025-05-10 19:10:54 -- STEP: 237/725 -- GLOBAL_STEP: 266500 | > loss_disc: 2.1619043350219727 (2.209021047700808) | > loss_disc_real_0: 0.1448899209499359 (0.1377080351365769) | > loss_disc_real_1: 0.2036145180463791 (0.19091081198006246) | > loss_disc_real_2: 0.21461109817028046 (0.1883904290727422) | > loss_disc_real_3: 0.19317489862442017 (0.20548158890335874) | > loss_disc_real_4: 0.2005392462015152 (0.19664401941410098) | > loss_disc_real_5: 0.2107299417257309 (0.20902980511953054) | > loss_0: 2.1619043350219727 (2.209021047700808) | > grad_norm_0: tensor(27.2514, device='cuda:0') (tensor(21.6303, device='cuda:0')) | > loss_gen: 2.811338186264038 (2.7570500253122083) | > loss_kl: 1.9137483835220337 (1.7431854859686096) | > loss_feat: 8.796629905700684 (8.282311143754411) | > loss_mel: 15.287224769592285 (13.157747473897814) | > loss_duration: 1.6562411785125732 (1.6812016491145525) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.46518325805664 (27.621495741832106) | > grad_norm_1: tensor(300.6141, device='cuda:0') (tensor(433.1161, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8033 (0.8458305702933783) | > loader_time: 0.0104 (0.010452203106779589)  --> TIME: 2025-05-10 19:11:36 -- STEP: 287/725 -- GLOBAL_STEP: 266550 | > loss_disc: 2.1537747383117676 (2.2101275443200032) | > loss_disc_real_0: 0.10501812398433685 (0.13793597398942356) | > loss_disc_real_1: 0.2013973891735077 (0.19084109007689187) | > loss_disc_real_2: 0.1937587559223175 (0.1886311150074835) | > loss_disc_real_3: 0.19720807671546936 (0.2057326121405027) | > loss_disc_real_4: 0.21420711278915405 (0.1966578297394909) | > loss_disc_real_5: 0.16193944215774536 (0.20858796823523185) | > loss_0: 2.1537747383117676 (2.2101275443200032) | > grad_norm_0: tensor(31.0643, device='cuda:0') (tensor(21.7808, device='cuda:0')) | > loss_gen: 2.6233391761779785 (2.7543239560276804) | > loss_kl: 1.5851430892944336 (1.74320853711836) | > loss_feat: 8.451966285705566 (8.24285967590918) | > loss_mel: 13.227107048034668 (13.113652319027572) | > loss_duration: 1.692264199256897 (1.6802419810344946) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.57982063293457 (27.53428648573181) | > grad_norm_1: tensor(693.8931, device='cuda:0') (tensor(440.5579, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8017 (0.8432898903557647) | > loader_time: 0.0111 (0.010450002623767388)  --> TIME: 2025-05-10 19:12:19 -- STEP: 337/725 -- GLOBAL_STEP: 266600 | > loss_disc: 2.085897922515869 (2.2125053204131766) | > loss_disc_real_0: 0.16123327612876892 (0.13830244026039054) | > loss_disc_real_1: 0.18405987322330475 (0.1908520349586046) | > loss_disc_real_2: 0.20732742547988892 (0.1887230694470844) | > loss_disc_real_3: 0.21676725149154663 (0.2057797342361966) | > loss_disc_real_4: 0.20607183873653412 (0.197126702977571) | > loss_disc_real_5: 0.17834597826004028 (0.20815953696340056) | > loss_0: 2.085897922515869 (2.2125053204131766) | > grad_norm_0: tensor(37.6187, device='cuda:0') (tensor(22.0049, device='cuda:0')) | > loss_gen: 2.9816391468048096 (2.7520630578966463) | > loss_kl: 1.810411810874939 (1.7400921887389276) | > loss_feat: 9.175716400146484 (8.21113772208331) | > loss_mel: 14.500919342041016 (13.072947301213748) | > loss_duration: 1.6751922369003296 (1.6794009760508544) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.143878936767578 (27.45564123996995) | > grad_norm_1: tensor(516.7398, device='cuda:0') (tensor(444.6405, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8807 (0.84259817366784) | > loader_time: 0.0139 (0.010444100603505486)  --> TIME: 2025-05-10 19:13:02 -- STEP: 387/725 -- GLOBAL_STEP: 266650 | > loss_disc: 2.262660026550293 (2.2126926313074997) | > loss_disc_real_0: 0.14799968898296356 (0.13815229800012382) | > loss_disc_real_1: 0.17984914779663086 (0.19092087851938355) | > loss_disc_real_2: 0.1943601816892624 (0.18896766669220394) | > loss_disc_real_3: 0.1918593794107437 (0.20557705515114844) | > loss_disc_real_4: 0.20437338948249817 (0.1971863956414452) | > loss_disc_real_5: 0.22725166380405426 (0.20828200114327808) | > loss_0: 2.262660026550293 (2.2126926313074997) | > grad_norm_0: tensor(21.3686, device='cuda:0') (tensor(22.0149, device='cuda:0')) | > loss_gen: 2.698392629623413 (2.751695024258714) | > loss_kl: 1.5961589813232422 (1.7429250974679793) | > loss_feat: 7.719114780426025 (8.202532741142496) | > loss_mel: 12.324125289916992 (13.084786715741613) | > loss_duration: 1.7512032985687256 (1.6795564966916416) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.0889949798584 (27.461496082079194) | > grad_norm_1: tensor(569.8232, device='cuda:0') (tensor(449.3101, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8602 (0.843020107086931) | > loader_time: 0.0096 (0.010420844844453403)  --> TIME: 2025-05-10 19:13:45 -- STEP: 437/725 -- GLOBAL_STEP: 266700 | > loss_disc: 2.19960880279541 (2.2160909931501473) | > loss_disc_real_0: 0.17407922446727753 (0.13859452931231708) | > loss_disc_real_1: 0.20438532531261444 (0.19132822359863083) | > loss_disc_real_2: 0.21473684906959534 (0.18922340897182577) | > loss_disc_real_3: 0.22555014491081238 (0.2056229556452492) | > loss_disc_real_4: 0.18319670855998993 (0.19722764715722824) | > loss_disc_real_5: 0.193323016166687 (0.20895027456212645) | > loss_0: 2.19960880279541 (2.2160909931501473) | > grad_norm_0: tensor(26.8249, device='cuda:0') (tensor(22.3158, device='cuda:0')) | > loss_gen: 2.9356918334960938 (2.7506713174300548) | > loss_kl: 1.8170747756958008 (1.7407268604915802) | > loss_feat: 9.094107627868652 (8.187211707745863) | > loss_mel: 15.151626586914062 (13.059580148221153) | > loss_duration: 1.6323142051696777 (1.6793115758241173) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.630815505981445 (27.417501619806007) | > grad_norm_1: tensor(200.2333, device='cuda:0') (tensor(449.2334, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8806 (0.8429431898915796) | > loader_time: 0.0099 (0.010402797288698244)  --> TIME: 2025-05-10 19:14:27 -- STEP: 487/725 -- GLOBAL_STEP: 266750 | > loss_disc: 2.203596591949463 (2.217676227587204) | > loss_disc_real_0: 0.13107460737228394 (0.13932402562005802) | > loss_disc_real_1: 0.17881691455841064 (0.19123554759079428) | > loss_disc_real_2: 0.17852649092674255 (0.18956723741926942) | > loss_disc_real_3: 0.198019340634346 (0.20540733604827707) | > loss_disc_real_4: 0.20043936371803284 (0.1972770484382367) | > loss_disc_real_5: 0.20050708949565887 (0.20873105648361925) | > loss_0: 2.203596591949463 (2.217676227587204) | > grad_norm_0: tensor(10.4374, device='cuda:0') (tensor(22.3657, device='cuda:0')) | > loss_gen: 2.7529308795928955 (2.749191565190497) | > loss_kl: 1.782085657119751 (1.7397375486225073) | > loss_feat: 8.689980506896973 (8.177874413359087) | > loss_mel: 13.971525192260742 (13.059329379510586) | > loss_duration: 1.672260046005249 (1.679824579667751) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.868783950805664 (27.405957486350434) | > grad_norm_1: tensor(258.1562, device='cuda:0') (tensor(446.5206, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8067 (0.8423655850686578) | > loader_time: 0.0103 (0.010419485260573746)  --> TIME: 2025-05-10 19:15:10 -- STEP: 537/725 -- GLOBAL_STEP: 266800 | > loss_disc: 2.1226041316986084 (2.2188951482985932) | > loss_disc_real_0: 0.11703047901391983 (0.13909072806326808) | > loss_disc_real_1: 0.18735457956790924 (0.1913428218615566) | > loss_disc_real_2: 0.20651483535766602 (0.18986602937820016) | > loss_disc_real_3: 0.2038225531578064 (0.20549081662735688) | > loss_disc_real_4: 0.19398529827594757 (0.1974142880302124) | > loss_disc_real_5: 0.21585121750831604 (0.209054312975713) | > loss_0: 2.1226041316986084 (2.2188951482985932) | > grad_norm_0: tensor(10.5971, device='cuda:0') (tensor(22.1668, device='cuda:0')) | > loss_gen: 2.9234025478363037 (2.748613218577436) | > loss_kl: 1.6249538660049438 (1.733234723631008) | > loss_feat: 8.793468475341797 (8.178634564525803) | > loss_mel: 13.426405906677246 (13.074155249853153) | > loss_duration: 1.7117230892181396 (1.6802854668938687) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.479955673217773 (27.414923239908624) | > grad_norm_1: tensor(569.5359, device='cuda:0') (tensor(446.3724, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8354 (0.8420583651274499) | > loader_time: 0.0116 (0.01044411810194758)  --> TIME: 2025-05-10 19:15:53 -- STEP: 587/725 -- GLOBAL_STEP: 266850 | > loss_disc: 2.184868812561035 (2.216299064927045) | > loss_disc_real_0: 0.11737577617168427 (0.13855131422336084) | > loss_disc_real_1: 0.19668343663215637 (0.1914522836216467) | > loss_disc_real_2: 0.21762661635875702 (0.1897423311534894) | > loss_disc_real_3: 0.19076091051101685 (0.20521316848682591) | > loss_disc_real_4: 0.22041481733322144 (0.19720714385708524) | > loss_disc_real_5: 0.2225763201713562 (0.208705744177763) | > loss_0: 2.184868812561035 (2.216299064927045) | > grad_norm_0: tensor(21.7437, device='cuda:0') (tensor(22.2850, device='cuda:0')) | > loss_gen: 2.843510389328003 (2.7526831009522) | > loss_kl: 1.8301756381988525 (1.7344360367809082) | > loss_feat: 8.478940963745117 (8.198680172583918) | > loss_mel: 13.39631462097168 (13.094262995549323) | > loss_duration: 1.6597702503204346 (1.6799310399076604) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.208711624145508 (27.459993362426758) | > grad_norm_1: tensor(632.9873, device='cuda:0') (tensor(449.2896, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.8554 (0.8420744064110102) | > loader_time: 0.0122 (0.010439997840374455)  --> TIME: 2025-05-10 19:16:36 -- STEP: 637/725 -- GLOBAL_STEP: 266900 | > loss_disc: 2.111727237701416 (2.2156089577981786) | > loss_disc_real_0: 0.12139198929071426 (0.13876221900925698) | > loss_disc_real_1: 0.1899104118347168 (0.1913837222981864) | > loss_disc_real_2: 0.1846047192811966 (0.1895744523597849) | > loss_disc_real_3: 0.21544702351093292 (0.20521446657798353) | > loss_disc_real_4: 0.2141963690519333 (0.19713550677385588) | > loss_disc_real_5: 0.17493905127048492 (0.20861977317737443) | > loss_0: 2.111727237701416 (2.2156089577981786) | > grad_norm_0: tensor(31.1536, device='cuda:0') (tensor(22.5139, device='cuda:0')) | > loss_gen: 2.839409112930298 (2.7535431328897744) | > loss_kl: 1.7304835319519043 (1.7341777099357856) | > loss_feat: 8.90523624420166 (8.202801473848112) | > loss_mel: 12.938547134399414 (13.106641449022524) | > loss_duration: 1.6526668071746826 (1.6795881700291178) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.066341400146484 (27.47675195930516) | > grad_norm_1: tensor(537.7652, device='cuda:0') (tensor(451.2927, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.831 (0.842357781842889) | > loader_time: 0.0095 (0.01044731986017392)  --> TIME: 2025-05-10 19:17:18 -- STEP: 687/725 -- GLOBAL_STEP: 266950 | > loss_disc: 2.2144832611083984 (2.2163223638978753) | > loss_disc_real_0: 0.17167161405086517 (0.13905036564390383) | > loss_disc_real_1: 0.19328619539737701 (0.19129464028096782) | > loss_disc_real_2: 0.2238091081380844 (0.18946843415368583) | > loss_disc_real_3: 0.19884201884269714 (0.20533143068505166) | > loss_disc_real_4: 0.182885080575943 (0.19709228239465496) | > loss_disc_real_5: 0.19380272924900055 (0.2086522014597444) | > loss_0: 2.2144832611083984 (2.2163223638978753) | > grad_norm_0: tensor(22.5571, device='cuda:0') (tensor(22.4586, device='cuda:0')) | > loss_gen: 2.909356117248535 (2.752335186087927) | > loss_kl: 1.5611188411712646 (1.73648739659283) | > loss_feat: 8.546126365661621 (8.200670280484312) | > loss_mel: 13.599394798278809 (13.102642030174561) | > loss_duration: 1.6822954416275024 (1.6795685992317255) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.29829216003418 (27.4717035196407) | > grad_norm_1: tensor(468.7259, device='cuda:0') (tensor(446.1100, device='cuda:0')) | > current_lr_0: 0.00019254213085202282 | > current_lr_1: 0.00019254213085202282 | > step_time: 0.849 (0.8416211226795091) | > loader_time: 0.0111 (0.010474909514492432)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4266693592071533 (2.4266693592071533) | > loss_disc_real_0: 0.15927821397781372 (0.15927821397781372) | > loss_disc_real_1: 0.23048101365566254 (0.23048101365566254) | > loss_disc_real_2: 0.23704972863197327 (0.23704972863197327) | > loss_disc_real_3: 0.21462340652942657 (0.21462340652942657) | > loss_disc_real_4: 0.2640429437160492 (0.2640429437160492) | > loss_disc_real_5: 0.24332702159881592 (0.24332702159881592) | > loss_0: 2.4266693592071533 (2.4266693592071533) | > loss_gen: 2.518209218978882 (2.518209218978882) | > loss_kl: 2.096710443496704 (2.096710443496704) | > loss_feat: 7.436731338500977 (7.436731338500977) | > loss_mel: 13.101292610168457 (13.101292610168457) | > loss_duration: 1.708362340927124 (1.708362340927124) | > loss_1: 26.86130714416504 (26.86130714416504)  --> STEP: 1 | > loss_disc: 2.4093995094299316 (2.4093995094299316) | > loss_disc_real_0: 0.1721198558807373 (0.1721198558807373) | > loss_disc_real_1: 0.21208345890045166 (0.21208345890045166) | > loss_disc_real_2: 0.23859895765781403 (0.23859895765781403) | > loss_disc_real_3: 0.20030835270881653 (0.20030835270881653) | > loss_disc_real_4: 0.2603680193424225 (0.2603680193424225) | > loss_disc_real_5: 0.269316166639328 (0.269316166639328) | > loss_0: 2.4093995094299316 (2.4093995094299316) | > loss_gen: 2.6037468910217285 (2.6037468910217285) | > loss_kl: 2.0729331970214844 (2.0729331970214844) | > loss_feat: 7.067773342132568 (7.067773342132568) | > loss_mel: 13.261152267456055 (13.261152267456055) | > loss_duration: 1.8107123374938965 (1.8107123374938965) | > loss_1: 26.81631851196289 (26.81631851196289)  --> STEP: 2 | > loss_disc: 2.250239372253418 (2.329819440841675) | > loss_disc_real_0: 0.16086934506893158 (0.16649460047483444) | > loss_disc_real_1: 0.2067500501871109 (0.20941675454378128) | > loss_disc_real_2: 0.2168281525373459 (0.22771355509757996) | > loss_disc_real_3: 0.20890529453754425 (0.2046068236231804) | > loss_disc_real_4: 0.24051913619041443 (0.25044357776641846) | > loss_disc_real_5: 0.22741387784481049 (0.24836502224206924) | > loss_0: 2.250239372253418 (2.329819440841675) | > loss_gen: 2.735947608947754 (2.669847249984741) | > loss_kl: 2.0259809494018555 (2.04945707321167) | > loss_feat: 8.29894733428955 (7.68336033821106) | > loss_mel: 14.400296211242676 (13.830724239349365) | > loss_duration: 1.8649539947509766 (1.8378331661224365) | > loss_1: 29.32612419128418 (28.071221351623535)  --> STEP: 3 | > loss_disc: 2.3117048740386963 (2.3237812519073486) | > loss_disc_real_0: 0.1368803083896637 (0.15662316977977753) | > loss_disc_real_1: 0.20869874954223633 (0.2091774195432663) | > loss_disc_real_2: 0.22991341352462769 (0.2284468412399292) | > loss_disc_real_3: 0.2076752483844757 (0.2056296318769455) | > loss_disc_real_4: 0.27509835362434387 (0.25866183638572693) | > loss_disc_real_5: 0.21856622397899628 (0.23843208948771158) | > loss_0: 2.3117048740386963 (2.3237812519073486) | > loss_gen: 2.656700611114502 (2.6654650370279946) | > loss_kl: 2.0183911323547363 (2.039101759592692) | > loss_feat: 8.207083702087402 (7.857934792836507) | > loss_mel: 13.891616821289062 (13.851021766662598) | > loss_duration: 1.8090248107910156 (1.828230381011963) | > loss_1: 28.58281707763672 (28.241753260294598)  --> STEP: 4 | > loss_disc: 2.2544846534729004 (2.3064571022987366) | > loss_disc_real_0: 0.13681775331497192 (0.15167181566357613) | > loss_disc_real_1: 0.2086210995912552 (0.20903833955526352) | > loss_disc_real_2: 0.2055036872625351 (0.22271105274558067) | > loss_disc_real_3: 0.18272437155246735 (0.19990331679582596) | > loss_disc_real_4: 0.2345266491174698 (0.25262803956866264) | > loss_disc_real_5: 0.23083405196666718 (0.23653258010745049) | > loss_0: 2.2544846534729004 (2.3064571022987366) | > loss_gen: 2.6190149784088135 (2.6538525223731995) | > loss_kl: 2.1923396587371826 (2.0774112343788147) | > loss_feat: 8.491619110107422 (8.016355872154236) | > loss_mel: 13.905572891235352 (13.864659547805786) | > loss_duration: 1.7566300630569458 (1.8103303015232086) | > loss_1: 28.96517562866211 (28.422608852386475) --> EVAL PERFORMANCE | > avg_loader_time: 0.2828715443611145 (+0.0011482834815979004) | > avg_loss_disc: 2.3064571022987366 (+0.06817072629928589) | > avg_loss_disc_real_0: 0.15167181566357613 (-0.005641266703605652) | > avg_loss_disc_real_1: 0.20903833955526352 (+0.03682336211204529) | > avg_loss_disc_real_2: 0.22271105274558067 (+0.044153690338134766) | > avg_loss_disc_real_3: 0.19990331679582596 (-0.018320463597774506) | > avg_loss_disc_real_4: 0.25262803956866264 (-0.021230414509773254) | > avg_loss_disc_real_5: 0.23653258010745049 (+0.00641322135925293) | > avg_loss_0: 2.3064571022987366 (+0.06817072629928589) | > avg_loss_gen: 2.6538525223731995 (-0.15094774961471558) | > avg_loss_kl: 2.0774112343788147 (+0.11446273326873779) | > avg_loss_feat: 8.016355872154236 (-0.265421986579895) | > avg_loss_mel: 13.864659547805786 (+0.38664913177490234) | > avg_loss_duration: 1.8103303015232086 (-0.00565338134765625) | > avg_loss_1: 28.422608852386475 (+0.0790867805480957)  > EPOCH: 305/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 19:17:57)   --> TIME: 2025-05-10 19:18:10 -- STEP: 12/725 -- GLOBAL_STEP: 267000 | > loss_disc: 2.18344783782959 (2.2053681214650473) | > loss_disc_real_0: 0.1526571363210678 (0.13375866164763767) | > loss_disc_real_1: 0.18461333215236664 (0.19515081495046616) | > loss_disc_real_2: 0.19769816100597382 (0.18990305190285048) | > loss_disc_real_3: 0.21256276965141296 (0.20167826488614082) | > loss_disc_real_4: 0.165203258395195 (0.1952296420931816) | > loss_disc_real_5: 0.22300682961940765 (0.20616971949736276) | > loss_0: 2.18344783782959 (2.2053681214650473) | > grad_norm_0: tensor(23.4255, device='cuda:0') (tensor(23.2338, device='cuda:0')) | > loss_gen: 2.8669447898864746 (2.729209780693054) | > loss_kl: 1.6834909915924072 (1.7041695217291515) | > loss_feat: 8.507561683654785 (8.155381242434183) | > loss_mel: 12.82769775390625 (13.134781042734781) | > loss_duration: 1.7169177532196045 (1.6761923333009083) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.602611541748047 (27.399733384450276) | > grad_norm_1: tensor(640.7537, device='cuda:0') (tensor(492.4918, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8296 (0.8288714090983073) | > loader_time: 0.0087 (0.009652992089589437) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_267000.pth  --> TIME: 2025-05-10 19:18:55 -- STEP: 62/725 -- GLOBAL_STEP: 267050 | > loss_disc: 2.039569139480591 (2.1993839529252814) | > loss_disc_real_0: 0.11007777601480484 (0.1340004485701361) | > loss_disc_real_1: 0.16789308190345764 (0.19134732359840023) | > loss_disc_real_2: 0.17918075621128082 (0.1870750453202955) | > loss_disc_real_3: 0.18796980381011963 (0.20392601216031658) | > loss_disc_real_4: 0.21906329691410065 (0.19766293009442668) | > loss_disc_real_5: 0.2106129229068756 (0.20829413158278312) | > loss_0: 2.039569139480591 (2.1993839529252814) | > grad_norm_0: tensor(24.4968, device='cuda:0') (tensor(21.2497, device='cuda:0')) | > loss_gen: 3.0839147567749023 (2.7460959496036654) | > loss_kl: 1.670609951019287 (1.7120483902192885) | > loss_feat: 9.113436698913574 (8.233286803768527) | > loss_mel: 14.638203620910645 (13.123960879541212) | > loss_duration: 1.7100629806518555 (1.6721829214403707) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.216228485107422 (27.487574823441044) | > grad_norm_1: tensor(643.0323, device='cuda:0') (tensor(442.7652, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.858 (0.8454767042590726) | > loader_time: 0.0096 (0.009964400722134498)  --> TIME: 2025-05-10 19:19:39 -- STEP: 112/725 -- GLOBAL_STEP: 267100 | > loss_disc: 2.1262032985687256 (2.197034032217093) | > loss_disc_real_0: 0.11203968524932861 (0.1353035036341421) | > loss_disc_real_1: 0.199005588889122 (0.19022809088762319) | > loss_disc_real_2: 0.17898079752922058 (0.1871728633663484) | > loss_disc_real_3: 0.17626434564590454 (0.20332782515989883) | > loss_disc_real_4: 0.14869825541973114 (0.19698587858251163) | > loss_disc_real_5: 0.15833346545696259 (0.2073735504278115) | > loss_0: 2.1262032985687256 (2.197034032217093) | > grad_norm_0: tensor(11.3668, device='cuda:0') (tensor(22.1956, device='cuda:0')) | > loss_gen: 2.810567855834961 (2.753888370735304) | > loss_kl: 1.6539299488067627 (1.719605144645487) | > loss_feat: 8.846883773803711 (8.276401847600939) | > loss_mel: 13.681171417236328 (13.109775483608248) | > loss_duration: 1.6666440963745117 (1.6780313828161784) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.659194946289062 (27.537702134677343) | > grad_norm_1: tensor(453.4730, device='cuda:0') (tensor(448.6392, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8169 (0.8476706125906536) | > loader_time: 0.0099 (0.009893821818487985)  --> TIME: 2025-05-10 19:20:21 -- STEP: 162/725 -- GLOBAL_STEP: 267150 | > loss_disc: 2.237074613571167 (2.1936765695795595) | > loss_disc_real_0: 0.12542423605918884 (0.13584986089924236) | > loss_disc_real_1: 0.19257007539272308 (0.18956810143994696) | > loss_disc_real_2: 0.17434504628181458 (0.1869168747906331) | > loss_disc_real_3: 0.1746203601360321 (0.20374724130939553) | > loss_disc_real_4: 0.19665230810642242 (0.19575863846658192) | > loss_disc_real_5: 0.22099095582962036 (0.206941744795552) | > loss_0: 2.237074613571167 (2.1936765695795595) | > grad_norm_0: tensor(24.0585, device='cuda:0') (tensor(22.7957, device='cuda:0')) | > loss_gen: 2.796375036239624 (2.7660131469184965) | > loss_kl: 1.8398611545562744 (1.727942190788411) | > loss_feat: 8.63934326171875 (8.328842018857413) | > loss_mel: 13.836703300476074 (13.124355875415569) | > loss_duration: 1.6337878704071045 (1.678766277837165) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.746068954467773 (27.6259194833261) | > grad_norm_1: tensor(494.8461, device='cuda:0') (tensor(453.4247, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.82 (0.8452314874272288) | > loader_time: 0.0095 (0.009859427993680222)  --> TIME: 2025-05-10 19:21:05 -- STEP: 212/725 -- GLOBAL_STEP: 267200 | > loss_disc: 2.0226147174835205 (2.2041962523505356) | > loss_disc_real_0: 0.09371374547481537 (0.13748011977042784) | > loss_disc_real_1: 0.17981280386447906 (0.19017885393410358) | > loss_disc_real_2: 0.18324558436870575 (0.18841705274469434) | > loss_disc_real_3: 0.1951734870672226 (0.20475687402880416) | > loss_disc_real_4: 0.19774390757083893 (0.1959361960443686) | > loss_disc_real_5: 0.18709951639175415 (0.20844069024864234) | > loss_0: 2.0226147174835205 (2.2041962523505356) | > grad_norm_0: tensor(8.0982, device='cuda:0') (tensor(20.9344, device='cuda:0')) | > loss_gen: 2.9653358459472656 (2.7500426735518113) | > loss_kl: 1.5876147747039795 (1.7283809483051304) | > loss_feat: 10.347574234008789 (8.264064761827571) | > loss_mel: 14.954280853271484 (13.049490267375733) | > loss_duration: 1.6933051347732544 (1.6786101331126018) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.548110961914062 (27.470588747060525) | > grad_norm_1: tensor(273.2728, device='cuda:0') (tensor(416.5999, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8354 (0.8480754967005748) | > loader_time: 0.0105 (0.009844025350966543)  --> TIME: 2025-05-10 19:21:48 -- STEP: 262/725 -- GLOBAL_STEP: 267250 | > loss_disc: 2.2010440826416016 (2.2026439181720927) | > loss_disc_real_0: 0.15542897582054138 (0.13711899809027442) | > loss_disc_real_1: 0.1810145378112793 (0.18972051996766157) | > loss_disc_real_2: 0.17356234788894653 (0.18800582207796218) | > loss_disc_real_3: 0.23918406665325165 (0.20508014951043457) | > loss_disc_real_4: 0.21921491622924805 (0.195824989266978) | > loss_disc_real_5: 0.26044660806655884 (0.2084046430487669) | > loss_0: 2.2010440826416016 (2.2026439181720927) | > grad_norm_0: tensor(18.1304, device='cuda:0') (tensor(21.0858, device='cuda:0')) | > loss_gen: 2.729304075241089 (2.7567546076447) | > loss_kl: 1.9082316160202026 (1.7243188860762215) | > loss_feat: 8.977072715759277 (8.287500436069394) | > loss_mel: 14.184764862060547 (13.101207674914646) | > loss_duration: 1.678352952003479 (1.6796151012864733) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.477724075317383 (27.54939668233158) | > grad_norm_1: tensor(480.1738, device='cuda:0') (tensor(417.5389, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8764 (0.8467623559573224) | > loader_time: 0.0106 (0.00981528704403011)  --> TIME: 2025-05-10 19:22:30 -- STEP: 312/725 -- GLOBAL_STEP: 267300 | > loss_disc: 2.203890323638916 (2.2032831124006163) | > loss_disc_real_0: 0.12458407133817673 (0.13781007493917752) | > loss_disc_real_1: 0.19659073650836945 (0.18980705566131137) | > loss_disc_real_2: 0.1774468868970871 (0.18829208688858223) | > loss_disc_real_3: 0.21147702634334564 (0.20501653448893464) | > loss_disc_real_4: 0.16755883395671844 (0.19542317746732488) | > loss_disc_real_5: 0.21533054113388062 (0.2074889677266279) | > loss_0: 2.203890323638916 (2.2032831124006163) | > grad_norm_0: tensor(37.7642, device='cuda:0') (tensor(21.4488, device='cuda:0')) | > loss_gen: 2.6972928047180176 (2.7607335157883464) | > loss_kl: 1.6775709390640259 (1.721402449867665) | > loss_feat: 8.534878730773926 (8.291781818255393) | > loss_mel: 13.206281661987305 (13.118956342721598) | > loss_duration: 1.6797058582305908 (1.6784658034642541) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.795730590820312 (27.57133990067702) | > grad_norm_1: tensor(634.7497, device='cuda:0') (tensor(424.0710, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8299 (0.845700611670812) | > loader_time: 0.0099 (0.009806157686771498)  --> TIME: 2025-05-10 19:23:13 -- STEP: 362/725 -- GLOBAL_STEP: 267350 | > loss_disc: 2.2425901889801025 (2.2058429227349485) | > loss_disc_real_0: 0.12995009124279022 (0.13832075103541108) | > loss_disc_real_1: 0.2025987058877945 (0.1899923203893787) | > loss_disc_real_2: 0.19048604369163513 (0.1888846415429484) | > loss_disc_real_3: 0.21598570048809052 (0.20484228094638374) | > loss_disc_real_4: 0.1684350073337555 (0.19552461374859792) | > loss_disc_real_5: 0.20578227937221527 (0.20723857565973336) | > loss_0: 2.2425901889801025 (2.2058429227349485) | > grad_norm_0: tensor(12.2320, device='cuda:0') (tensor(21.9230, device='cuda:0')) | > loss_gen: 2.8286149501800537 (2.7599134333225908) | > loss_kl: 1.7628955841064453 (1.7232793638719386) | > loss_feat: 8.7174654006958 (8.26812019927725) | > loss_mel: 13.400714874267578 (13.08192351641576) | > loss_duration: 1.6354705095291138 (1.6776821843826972) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.345163345336914 (27.510918659399888) | > grad_norm_1: tensor(357.0204, device='cuda:0') (tensor(428.3350, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8337 (0.8462144748940652) | > loader_time: 0.0095 (0.00978890637666482)  --> TIME: 2025-05-10 19:23:57 -- STEP: 412/725 -- GLOBAL_STEP: 267400 | > loss_disc: 2.160557508468628 (2.202482125423485) | > loss_disc_real_0: 0.14452341198921204 (0.1375788061617356) | > loss_disc_real_1: 0.2045559287071228 (0.18986410260634504) | > loss_disc_real_2: 0.17915348708629608 (0.18866261159910738) | > loss_disc_real_3: 0.20077484846115112 (0.20478574949705478) | > loss_disc_real_4: 0.18221290409564972 (0.19543482395775116) | > loss_disc_real_5: 0.19373388588428497 (0.20691466562956276) | > loss_0: 2.160557508468628 (2.202482125423485) | > grad_norm_0: tensor(33.9423, device='cuda:0') (tensor(22.2411, device='cuda:0')) | > loss_gen: 2.8299124240875244 (2.768596425797176) | > loss_kl: 1.5950201749801636 (1.7210110194474753) | > loss_feat: 9.337159156799316 (8.301735472910602) | > loss_mel: 14.77650260925293 (13.130697715629651) | > loss_duration: 1.6912086009979248 (1.6782925753917513) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.22980308532715 (27.600333199917692) | > grad_norm_1: tensor(538.1821, device='cuda:0') (tensor(436.7169, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8528 (0.8464194368390203) | > loader_time: 0.0099 (0.009795784371570485)  --> TIME: 2025-05-10 19:24:39 -- STEP: 462/725 -- GLOBAL_STEP: 267450 | > loss_disc: 2.1226656436920166 (2.2037565850076213) | > loss_disc_real_0: 0.1810408979654312 (0.13782581390240475) | > loss_disc_real_1: 0.1940089911222458 (0.1900895932342582) | > loss_disc_real_2: 0.186544731259346 (0.1889468056040925) | > loss_disc_real_3: 0.21319277584552765 (0.2047316736795685) | > loss_disc_real_4: 0.21071220934391022 (0.19564880256528985) | > loss_disc_real_5: 0.20666252076625824 (0.20696605087229694) | > loss_0: 2.1226656436920166 (2.2037565850076213) | > grad_norm_0: tensor(33.4981, device='cuda:0') (tensor(22.0708, device='cuda:0')) | > loss_gen: 2.824429988861084 (2.7661879005886263) | > loss_kl: 1.6033421754837036 (1.7208719831524477) | > loss_feat: 8.469351768493652 (8.29083700303907) | > loss_mel: 13.186224937438965 (13.122244161960882) | > loss_duration: 1.6940586566925049 (1.6778494849865573) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.777408599853516 (27.577990511279086) | > grad_norm_1: tensor(618.9717, device='cuda:0') (tensor(434.4996, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.7896 (0.8458642231953608) | > loader_time: 0.01 (0.00978660996342119)  --> TIME: 2025-05-10 19:25:22 -- STEP: 512/725 -- GLOBAL_STEP: 267500 | > loss_disc: 2.3126065731048584 (2.204857746371999) | > loss_disc_real_0: 0.15307414531707764 (0.13791135531209864) | > loss_disc_real_1: 0.17710700631141663 (0.1901767732924781) | > loss_disc_real_2: 0.17338210344314575 (0.18904479529010132) | > loss_disc_real_3: 0.1944810301065445 (0.20477994339307765) | > loss_disc_real_4: 0.19663628935813904 (0.19554594231885863) | > loss_disc_real_5: 0.21606893837451935 (0.20713498629629606) | > loss_0: 2.3126065731048584 (2.204857746371999) | > grad_norm_0: tensor(12.3524, device='cuda:0') (tensor(21.9427, device='cuda:0')) | > loss_gen: 2.5659255981445312 (2.762270647566766) | > loss_kl: 1.8133991956710815 (1.7174293531570588) | > loss_feat: 7.379926681518555 (8.268532913178198) | > loss_mel: 11.483515739440918 (13.10728658363223) | > loss_duration: 1.6234033107757568 (1.6785448121372613) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.86617088317871 (27.534064304083586) | > grad_norm_1: tensor(339.0988, device='cuda:0') (tensor(429.7141, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8497 (0.8455337435007095) | > loader_time: 0.0107 (0.009819770231843002)  --> TIME: 2025-05-10 19:26:05 -- STEP: 562/725 -- GLOBAL_STEP: 267550 | > loss_disc: 2.016660451889038 (2.204341288351079) | > loss_disc_real_0: 0.06919749081134796 (0.1376593345610483) | > loss_disc_real_1: 0.15368451178073883 (0.19014258364553546) | > loss_disc_real_2: 0.19323529303073883 (0.18912151906626082) | > loss_disc_real_3: 0.18094326555728912 (0.2048052156151825) | > loss_disc_real_4: 0.17786075174808502 (0.1958538078805731) | > loss_disc_real_5: 0.18595971167087555 (0.20698012607801847) | > loss_0: 2.016660451889038 (2.204341288351079) | > grad_norm_0: tensor(16.8908, device='cuda:0') (tensor(21.8397, device='cuda:0')) | > loss_gen: 3.1728410720825195 (2.7643296879805703) | > loss_kl: 1.6820751428604126 (1.7183692756496711) | > loss_feat: 11.366114616394043 (8.27168287755755) | > loss_mel: 14.911633491516113 (13.12257307873926) | > loss_duration: 1.645485281944275 (1.6784489188754268) | > amp_scaler: 64.0 (64.0) | > loss_1: 32.77814865112305 (27.555403807833528) | > grad_norm_1: tensor(457.3295, device='cuda:0') (tensor(425.2419, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8871 (0.8451178994467253) | > loader_time: 0.0094 (0.009825621635464167)  --> TIME: 2025-05-10 19:26:48 -- STEP: 612/725 -- GLOBAL_STEP: 267600 | > loss_disc: 2.359882354736328 (2.2049628172824565) | > loss_disc_real_0: 0.17569679021835327 (0.1379201632553065) | > loss_disc_real_1: 0.22421729564666748 (0.1903653011407726) | > loss_disc_real_2: 0.20966994762420654 (0.18896555625437905) | > loss_disc_real_3: 0.2232058197259903 (0.20489462258087257) | > loss_disc_real_4: 0.21637941896915436 (0.19595984712827447) | > loss_disc_real_5: 0.29116010665893555 (0.20714210192946822) | > loss_0: 2.359882354736328 (2.2049628172824565) | > grad_norm_0: tensor(20.3277, device='cuda:0') (tensor(21.8217, device='cuda:0')) | > loss_gen: 2.599093437194824 (2.7635630228940182) | > loss_kl: 1.7585113048553467 (1.7167641107552964) | > loss_feat: 7.2334675788879395 (8.265454411506646) | > loss_mel: 12.186738967895508 (13.119205527835417) | > loss_duration: 1.6077766418457031 (1.6780163043854288) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.385589599609375 (27.543003340951756) | > grad_norm_1: tensor(334.8669, device='cuda:0') (tensor(418.9360, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8134 (0.8455897581343561) | > loader_time: 0.0086 (0.009813866973702434)  --> TIME: 2025-05-10 19:27:31 -- STEP: 662/725 -- GLOBAL_STEP: 267650 | > loss_disc: 2.239234447479248 (2.2036778537888533) | > loss_disc_real_0: 0.18765220046043396 (0.13784265813060384) | > loss_disc_real_1: 0.1824503242969513 (0.19034596032876616) | > loss_disc_real_2: 0.18509477376937866 (0.1888669151643972) | > loss_disc_real_3: 0.1952085644006729 (0.20495333065619278) | > loss_disc_real_4: 0.22858639061450958 (0.19584909594671243) | > loss_disc_real_5: 0.20833134651184082 (0.20669444380299923) | > loss_0: 2.239234447479248 (2.2036778537888533) | > grad_norm_0: tensor(31.2621, device='cuda:0') (tensor(21.8812, device='cuda:0')) | > loss_gen: 2.6993260383605957 (2.765968466813471) | > loss_kl: 1.909806251525879 (1.7149041368882094) | > loss_feat: 8.605545997619629 (8.26550078968266) | > loss_mel: 13.388518333435059 (13.119455719282254) | > loss_duration: 1.686368703842163 (1.678227246167797) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.28956413269043 (27.54405633344391) | > grad_norm_1: tensor(591.6603, device='cuda:0') (tensor(421.1416, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.855 (0.8450532694237474) | > loader_time: 0.01 (0.009816241408402825)  --> TIME: 2025-05-10 19:28:14 -- STEP: 712/725 -- GLOBAL_STEP: 267700 | > loss_disc: 2.2313756942749023 (2.206098882334954) | > loss_disc_real_0: 0.11963628977537155 (0.138354380039519) | > loss_disc_real_1: 0.17698509991168976 (0.19059187196864838) | > loss_disc_real_2: 0.18376462161540985 (0.18911116766963113) | > loss_disc_real_3: 0.21074147522449493 (0.20504525245240562) | > loss_disc_real_4: 0.18802429735660553 (0.19586231063507245) | > loss_disc_real_5: 0.19500315189361572 (0.2067332138003928) | > loss_0: 2.2313756942749023 (2.206098882334954) | > grad_norm_0: tensor(14.7258, device='cuda:0') (tensor(21.9630, device='cuda:0')) | > loss_gen: 2.662850856781006 (2.7643440315562695) | > loss_kl: 1.6875412464141846 (1.7159849688243325) | > loss_feat: 8.862275123596191 (8.25445760167046) | > loss_mel: 12.69832992553711 (13.11461625206336) | > loss_duration: 1.6724672317504883 (1.6779074133112193) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.583465576171875 (27.527310242813623) | > grad_norm_1: tensor(233.2031, device='cuda:0') (tensor(417.5123, device='cuda:0')) | > current_lr_0: 0.0001925180630856663 | > current_lr_1: 0.0001925180630856663 | > step_time: 0.8176 (0.8449856689137023) | > loader_time: 0.0095 (0.009813062930375004)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.361485004425049 (2.361485004425049) | > loss_disc_real_0: 0.13061197102069855 (0.13061197102069855) | > loss_disc_real_1: 0.18338452279567719 (0.18338452279567719) | > loss_disc_real_2: 0.19637826085090637 (0.19637826085090637) | > loss_disc_real_3: 0.2504217326641083 (0.2504217326641083) | > loss_disc_real_4: 0.2405591756105423 (0.2405591756105423) | > loss_disc_real_5: 0.25325727462768555 (0.25325727462768555) | > loss_0: 2.361485004425049 (2.361485004425049) | > loss_gen: 2.4869191646575928 (2.4869191646575928) | > loss_kl: 2.343492269515991 (2.343492269515991) | > loss_feat: 6.7555155754089355 (6.7555155754089355) | > loss_mel: 11.392765045166016 (11.392765045166016) | > loss_duration: 1.695715308189392 (1.695715308189392) | > loss_1: 24.674406051635742 (24.674406051635742)  --> STEP: 1 | > loss_disc: 2.1261510848999023 (2.1261510848999023) | > loss_disc_real_0: 0.10341205447912216 (0.10341205447912216) | > loss_disc_real_1: 0.16014926135540009 (0.16014926135540009) | > loss_disc_real_2: 0.18378572165966034 (0.18378572165966034) | > loss_disc_real_3: 0.22084687650203705 (0.22084687650203705) | > loss_disc_real_4: 0.2092038094997406 (0.2092038094997406) | > loss_disc_real_5: 0.2629447877407074 (0.2629447877407074) | > loss_0: 2.1261510848999023 (2.1261510848999023) | > loss_gen: 2.7372124195098877 (2.7372124195098877) | > loss_kl: 2.07936429977417 (2.07936429977417) | > loss_feat: 9.556000709533691 (9.556000709533691) | > loss_mel: 15.422504425048828 (15.422504425048828) | > loss_duration: 1.7953909635543823 (1.7953909635543823) | > loss_1: 31.590473175048828 (31.590473175048828)  --> STEP: 2 | > loss_disc: 2.253068685531616 (2.1896098852157593) | > loss_disc_real_0: 0.11863697320222855 (0.11102451384067535) | > loss_disc_real_1: 0.1810864955186844 (0.17061787843704224) | > loss_disc_real_2: 0.1849282830953598 (0.18435700237751007) | > loss_disc_real_3: 0.23565970361232758 (0.2282532900571823) | > loss_disc_real_4: 0.2207324057817459 (0.21496810764074326) | > loss_disc_real_5: 0.2962457835674286 (0.279595285654068) | > loss_0: 2.253068685531616 (2.1896098852157593) | > loss_gen: 2.6405770778656006 (2.688894748687744) | > loss_kl: 1.7625106573104858 (1.9209374785423279) | > loss_feat: 7.7778730392456055 (8.666936874389648) | > loss_mel: 13.840323448181152 (14.63141393661499) | > loss_duration: 1.854536771774292 (1.8249638676643372) | > loss_1: 27.87582015991211 (29.73314666748047)  --> STEP: 3 | > loss_disc: 2.3177857398986816 (2.232335170110067) | > loss_disc_real_0: 0.11800001561641693 (0.11334968109925588) | > loss_disc_real_1: 0.19288426637649536 (0.17804000775019327) | > loss_disc_real_2: 0.2000400424003601 (0.18958468238512674) | > loss_disc_real_3: 0.22565971314907074 (0.2273887644211451) | > loss_disc_real_4: 0.24313779175281525 (0.22435800234476724) | > loss_disc_real_5: 0.2691032588481903 (0.2760979433854421) | > loss_0: 2.3177857398986816 (2.232335170110067) | > loss_gen: 2.568911552429199 (2.648900349934896) | > loss_kl: 1.890698790550232 (1.910857915878296) | > loss_feat: 7.4886555671691895 (8.274176438649496) | > loss_mel: 12.360942840576172 (13.874590237935385) | > loss_duration: 1.8217086791992188 (1.823878804842631) | > loss_1: 26.130916595458984 (28.532403310139973)  --> STEP: 4 | > loss_disc: 2.450352907180786 (2.2868396043777466) | > loss_disc_real_0: 0.1620427817106247 (0.12552295625209808) | > loss_disc_real_1: 0.1893802434206009 (0.18087506666779518) | > loss_disc_real_2: 0.19399170577526093 (0.1906864382326603) | > loss_disc_real_3: 0.23853400349617004 (0.23017507418990135) | > loss_disc_real_4: 0.24390961229801178 (0.22924590483307838) | > loss_disc_real_5: 0.32013803720474243 (0.2871079668402672) | > loss_0: 2.450352907180786 (2.2868396043777466) | > loss_gen: 2.4630699157714844 (2.602442741394043) | > loss_kl: 1.820783019065857 (1.8883391916751862) | > loss_feat: 6.355515480041504 (7.794511198997498) | > loss_mel: 10.626761436462402 (13.062633037567139) | > loss_duration: 1.7575345039367676 (1.8072927296161652) | > loss_1: 23.023662567138672 (27.15521812438965) --> EVAL PERFORMANCE | > avg_loader_time: 0.28047412633895874 (-0.0023974180221557617) | > avg_loss_disc: 2.2868396043777466 (-0.01961749792098999) | > avg_loss_disc_real_0: 0.12552295625209808 (-0.026148859411478043) | > avg_loss_disc_real_1: 0.18087506666779518 (-0.028163272887468338) | > avg_loss_disc_real_2: 0.1906864382326603 (-0.03202461451292038) | > avg_loss_disc_real_3: 0.23017507418990135 (+0.030271757394075394) | > avg_loss_disc_real_4: 0.22924590483307838 (-0.02338213473558426) | > avg_loss_disc_real_5: 0.2871079668402672 (+0.050575386732816696) | > avg_loss_0: 2.2868396043777466 (-0.01961749792098999) | > avg_loss_gen: 2.602442741394043 (-0.051409780979156494) | > avg_loss_kl: 1.8883391916751862 (-0.18907204270362854) | > avg_loss_feat: 7.794511198997498 (-0.22184467315673828) | > avg_loss_mel: 13.062633037567139 (-0.8020265102386475) | > avg_loss_duration: 1.8072927296161652 (-0.003037571907043457) | > avg_loss_1: 27.15521812438965 (-1.2673907279968262)  > EPOCH: 306/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 19:28:31)   --> TIME: 2025-05-10 19:29:05 -- STEP: 37/725 -- GLOBAL_STEP: 267750 | > loss_disc: 2.2305829524993896 (2.2133142432651) | > loss_disc_real_0: 0.16065913438796997 (0.13858947963327975) | > loss_disc_real_1: 0.17083726823329926 (0.19238124828080874) | > loss_disc_real_2: 0.17680875957012177 (0.18957932615602335) | > loss_disc_real_3: 0.19218575954437256 (0.20711328532244708) | > loss_disc_real_4: 0.22221633791923523 (0.1967135683910267) | > loss_disc_real_5: 0.22618146240711212 (0.20470170032333684) | > loss_0: 2.2305829524993896 (2.2133142432651) | > grad_norm_0: tensor(31.7621, device='cuda:0') (tensor(21.3167, device='cuda:0')) | > loss_gen: 2.780411720275879 (2.738037785968265) | > loss_kl: 1.629585862159729 (1.7345320018562111) | > loss_feat: 8.645110130310059 (8.152147022453514) | > loss_mel: 12.74810791015625 (13.01259623347102) | > loss_duration: 1.6833821535110474 (1.6775655488710146) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.486597061157227 (27.31487887614482) | > grad_norm_1: tensor(455.7311, device='cuda:0') (tensor(414.2852, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8414 (0.8489621136639569) | > loader_time: 0.0102 (0.010221184910954657)  --> TIME: 2025-05-10 19:29:48 -- STEP: 87/725 -- GLOBAL_STEP: 267800 | > loss_disc: 2.1729512214660645 (2.2191257284975596) | > loss_disc_real_0: 0.144741490483284 (0.13864030526287263) | > loss_disc_real_1: 0.1809844970703125 (0.19279391224356898) | > loss_disc_real_2: 0.18096056580543518 (0.19182269258060666) | > loss_disc_real_3: 0.18455106019973755 (0.20722118345485332) | > loss_disc_real_4: 0.19440293312072754 (0.1961446952545779) | > loss_disc_real_5: 0.230295792222023 (0.2053684564842575) | > loss_0: 2.1729512214660645 (2.2191257284975596) | > grad_norm_0: tensor(29.1637, device='cuda:0') (tensor(22.2321, device='cuda:0')) | > loss_gen: 2.783073663711548 (2.7498679352902813) | > loss_kl: 1.844130516052246 (1.7319170359907479) | > loss_feat: 8.26006031036377 (8.209044133109606) | > loss_mel: 13.38293170928955 (13.172474817297925) | > loss_duration: 1.6476969718933105 (1.6776583893545742) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.917892456054688 (27.540962460397303) | > grad_norm_1: tensor(514.1982, device='cuda:0') (tensor(462.1606, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8301 (0.8494774418315668) | > loader_time: 0.0093 (0.009964024883577194)  --> TIME: 2025-05-10 19:30:32 -- STEP: 137/725 -- GLOBAL_STEP: 267850 | > loss_disc: 2.1862010955810547 (2.2185334759037) | > loss_disc_real_0: 0.09546685963869095 (0.14050301425430906) | > loss_disc_real_1: 0.18944528698921204 (0.1920156297239944) | > loss_disc_real_2: 0.17348475754261017 (0.19096379264862862) | > loss_disc_real_3: 0.1927388459444046 (0.206641212649589) | > loss_disc_real_4: 0.19484178721904755 (0.19639767336584352) | > loss_disc_real_5: 0.1888779103755951 (0.20513614577098485) | > loss_0: 2.1862010955810547 (2.2185334759037) | > grad_norm_0: tensor(11.3766, device='cuda:0') (tensor(23.1808, device='cuda:0')) | > loss_gen: 2.6700260639190674 (2.7568257916582763) | > loss_kl: 1.8033570051193237 (1.7134486758795968) | > loss_feat: 8.355406761169434 (8.218014682296417) | > loss_mel: 12.392723083496094 (13.126047190088421) | > loss_duration: 1.6757628917694092 (1.6780961447388587) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.897275924682617 (27.492432573415936) | > grad_norm_1: tensor(342.7923, device='cuda:0') (tensor(458.0730, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8228 (0.8502408988284369) | > loader_time: 0.0097 (0.009991144611887685)  --> TIME: 2025-05-10 19:31:15 -- STEP: 187/725 -- GLOBAL_STEP: 267900 | > loss_disc: 2.3701043128967285 (2.213008331105034) | > loss_disc_real_0: 0.15633605420589447 (0.1398449657275715) | > loss_disc_real_1: 0.23447124660015106 (0.19150496134783496) | > loss_disc_real_2: 0.20346419513225555 (0.19020583388958384) | > loss_disc_real_3: 0.19700650870800018 (0.20572351046743248) | > loss_disc_real_4: 0.18939223885536194 (0.19650243135059572) | > loss_disc_real_5: 0.216217041015625 (0.2055175494860838) | > loss_0: 2.3701043128967285 (2.213008331105034) | > grad_norm_0: tensor(34.9310, device='cuda:0') (tensor(22.7149, device='cuda:0')) | > loss_gen: 2.616952419281006 (2.7606749725851785) | > loss_kl: 1.7644537687301636 (1.726669822147186) | > loss_feat: 6.9058332443237305 (8.242546035644201) | > loss_mel: 11.24491024017334 (13.143470351071276) | > loss_duration: 1.694391131401062 (1.6786876712890866) | > amp_scaler: 128.0 (67.08021390374331) | > loss_1: 24.22654151916504 (27.552048892260874) | > grad_norm_1: tensor(603.6613, device='cuda:0') (tensor(450.8408, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8578 (0.8494106027531751) | > loader_time: 0.0098 (0.009962069159523046)  --> TIME: 2025-05-10 19:31:58 -- STEP: 237/725 -- GLOBAL_STEP: 267950 | > loss_disc: 2.102942943572998 (2.211860731181214) | > loss_disc_real_0: 0.10185234993696213 (0.13932229389872736) | > loss_disc_real_1: 0.2129146307706833 (0.19162736531299882) | > loss_disc_real_2: 0.1760135293006897 (0.18983126384547994) | > loss_disc_real_3: 0.24092578887939453 (0.20559957969289294) | > loss_disc_real_4: 0.1944579780101776 (0.19721587165750024) | > loss_disc_real_5: 0.20964939892292023 (0.20586574429701152) | > loss_0: 2.102942943572998 (2.211860731181214) | > grad_norm_0: tensor(20.3662, device='cuda:0') (tensor(22.3125, device='cuda:0')) | > loss_gen: 2.924531936645508 (2.7605145913136155) | > loss_kl: 1.9313113689422607 (1.7246896103967595) | > loss_feat: 9.256153106689453 (8.265962069547626) | > loss_mel: 14.648538589477539 (13.139738187508238) | > loss_duration: 1.6470246315002441 (1.6782870700087726) | > amp_scaler: 128.0 (79.93248945147683) | > loss_1: 30.40755844116211 (27.569191558451593) | > grad_norm_1: tensor(562.1569, device='cuda:0') (tensor(446.0153, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8163 (0.8504927440031671) | > loader_time: 0.0099 (0.009970149913417634)  --> TIME: 2025-05-10 19:32:41 -- STEP: 287/725 -- GLOBAL_STEP: 268000 | > loss_disc: 2.2784998416900635 (2.213310739304547) | > loss_disc_real_0: 0.14068302512168884 (0.138836672497128) | > loss_disc_real_1: 0.2223367691040039 (0.19178205614305957) | > loss_disc_real_2: 0.19060637056827545 (0.19033615031516513) | > loss_disc_real_3: 0.2158605307340622 (0.20510421984079416) | > loss_disc_real_4: 0.21606306731700897 (0.1971388790977125) | > loss_disc_real_5: 0.23297019302845 (0.20615616674414916) | > loss_0: 2.2784998416900635 (2.213310739304547) | > grad_norm_0: tensor(30.2591, device='cuda:0') (tensor(22.4726, device='cuda:0')) | > loss_gen: 2.64821457862854 (2.760541496376542) | > loss_kl: 1.7760982513427734 (1.7310809154543727) | > loss_feat: 7.598031044006348 (8.253920995399927) | > loss_mel: 12.325310707092285 (13.12630875019246) | > loss_duration: 1.6843273639678955 (1.6787379219972294) | > amp_scaler: 128.0 (88.30662020905923) | > loss_1: 26.031982421875 (27.55059015626276) | > grad_norm_1: tensor(734.2211, device='cuda:0') (tensor(448.8445, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8191 (0.8488046882044562) | > loader_time: 0.0096 (0.009959212578962899) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_268000.pth  --> TIME: 2025-05-10 19:33:27 -- STEP: 337/725 -- GLOBAL_STEP: 268050 | > loss_disc: 2.117464780807495 (2.2106993629953626) | > loss_disc_real_0: 0.1280449479818344 (0.13842923399779491) | > loss_disc_real_1: 0.17173932492733002 (0.19187668792748663) | > loss_disc_real_2: 0.1729876846075058 (0.18984568238435232) | > loss_disc_real_3: 0.1853903979063034 (0.20513848474011584) | > loss_disc_real_4: 0.1904514729976654 (0.19692405907973337) | > loss_disc_real_5: 0.22174759209156036 (0.20597942911906494) | > loss_0: 2.117464780807495 (2.2106993629953626) | > grad_norm_0: tensor(45.5102, device='cuda:0') (tensor(22.7694, device='cuda:0')) | > loss_gen: 2.8478431701660156 (2.7655401590669886) | > loss_kl: 1.5846248865127563 (1.7197333319604573) | > loss_feat: 9.08021068572998 (8.277758074797225) | > loss_mel: 13.539019584655762 (13.148611878075297) | > loss_duration: 1.6654666662216187 (1.6777976174736586) | > amp_scaler: 128.0 (94.19584569732932) | > loss_1: 28.717164993286133 (27.58944112398504) | > grad_norm_1: tensor(618.9548, device='cuda:0') (tensor(451.1554, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8822 (0.849727702777534) | > loader_time: 0.0097 (0.009927877686497714)  --> TIME: 2025-05-10 19:34:11 -- STEP: 387/725 -- GLOBAL_STEP: 268100 | > loss_disc: 2.2514827251434326 (2.2084517897869573) | > loss_disc_real_0: 0.1454358845949173 (0.13830841777398617) | > loss_disc_real_1: 0.20022456347942352 (0.1918321194112763) | > loss_disc_real_2: 0.1939803957939148 (0.19009682385958443) | > loss_disc_real_3: 0.20065386593341827 (0.20458993989521843) | > loss_disc_real_4: 0.1939464658498764 (0.19658841727931986) | > loss_disc_real_5: 0.1958509385585785 (0.205937675419396) | > loss_0: 2.2514827251434326 (2.2084517897869573) | > grad_norm_0: tensor(26.1822, device='cuda:0') (tensor(22.1616, device='cuda:0')) | > loss_gen: 2.656243324279785 (2.766911930508082) | > loss_kl: 1.6280025243759155 (1.7192537014490565) | > loss_feat: 8.063450813293457 (8.290411920818553) | > loss_mel: 13.255687713623047 (13.175318698242341) | > loss_duration: 1.7636057138442993 (1.6781014894022188) | > amp_scaler: 128.0 (98.56330749354001) | > loss_1: 27.366987228393555 (27.62999778570131) | > grad_norm_1: tensor(498.1908, device='cuda:0') (tensor(435.4006, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8561 (0.8501142808633254) | > loader_time: 0.0097 (0.009910442416366055)  --> TIME: 2025-05-10 19:34:54 -- STEP: 437/725 -- GLOBAL_STEP: 268150 | > loss_disc: 2.383373260498047 (2.208811552082645) | > loss_disc_real_0: 0.16294874250888824 (0.13849233488128185) | > loss_disc_real_1: 0.23179195821285248 (0.19178061443008057) | > loss_disc_real_2: 0.20536765456199646 (0.19010799355992464) | > loss_disc_real_3: 0.26914945244789124 (0.2046084811471966) | > loss_disc_real_4: 0.20884965360164642 (0.19658198171813102) | > loss_disc_real_5: 0.2645171284675598 (0.20620586138295374) | > loss_0: 2.383373260498047 (2.208811552082645) | > grad_norm_0: tensor(23.3285, device='cuda:0') (tensor(22.0949, device='cuda:0')) | > loss_gen: 2.7808926105499268 (2.7674867190267167) | > loss_kl: 1.6125788688659668 (1.7154261640334838) | > loss_feat: 7.1041951179504395 (8.284717290297799) | > loss_mel: 11.991854667663574 (13.16077990280954) | > loss_duration: 1.6375612020492554 (1.6779563817061327) | > amp_scaler: 128.0 (101.93135011441645) | > loss_1: 25.127084732055664 (27.60636649579151) | > grad_norm_1: tensor(376.9063, device='cuda:0') (tensor(430.6598, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8866 (0.8497753017827081) | > loader_time: 0.0094 (0.009908428999597468)  --> TIME: 2025-05-10 19:35:37 -- STEP: 487/725 -- GLOBAL_STEP: 268200 | > loss_disc: 2.26802659034729 (2.2078941093577957) | > loss_disc_real_0: 0.1354977935552597 (0.1386484208782596) | > loss_disc_real_1: 0.2068427950143814 (0.19158142658229727) | > loss_disc_real_2: 0.18193607032299042 (0.18992617343852652) | > loss_disc_real_3: 0.23567238450050354 (0.20476025373539156) | > loss_disc_real_4: 0.1661665141582489 (0.19637504737112801) | > loss_disc_real_5: 0.20625053346157074 (0.20598709503728024) | > loss_0: 2.26802659034729 (2.2078941093577957) | > grad_norm_0: tensor(7.1397, device='cuda:0') (tensor(22.1594, device='cuda:0')) | > loss_gen: 2.5204169750213623 (2.768188443761585) | > loss_kl: 1.6096574068069458 (1.712423104769885) | > loss_feat: 7.029479026794434 (8.280273630388953) | > loss_mel: 11.379294395446777 (13.164032350575406) | > loss_duration: 1.6526751518249512 (1.6784106147852274) | > amp_scaler: 128.0 (104.6078028747433) | > loss_1: 24.1915225982666 (27.603328172186316) | > grad_norm_1: tensor(157.2378, device='cuda:0') (tensor(430.6520, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8051 (0.8498710283753317) | > loader_time: 0.0091 (0.00991176334984248)  --> TIME: 2025-05-10 19:36:20 -- STEP: 537/725 -- GLOBAL_STEP: 268250 | > loss_disc: 2.1548376083374023 (2.2067502077731316) | > loss_disc_real_0: 0.09453900158405304 (0.13848272756824287) | > loss_disc_real_1: 0.20733030140399933 (0.19160779719579155) | > loss_disc_real_2: 0.1845053881406784 (0.1898452993378293) | > loss_disc_real_3: 0.1839853823184967 (0.20482326314214006) | > loss_disc_real_4: 0.17765074968338013 (0.19618168600888664) | > loss_disc_real_5: 0.21188154816627502 (0.20588295425338682) | > loss_0: 2.1548376083374023 (2.2067502077731316) | > grad_norm_0: tensor(10.9944, device='cuda:0') (tensor(22.1918, device='cuda:0')) | > loss_gen: 2.7168712615966797 (2.7687839995549366) | > loss_kl: 1.503308653831482 (1.7090064857703124) | > loss_feat: 8.998079299926758 (8.269908855303262) | > loss_mel: 14.236507415771484 (13.157393396899684) | > loss_duration: 1.7060470581054688 (1.6790262467368353) | > amp_scaler: 128.0 (106.78584729981374) | > loss_1: 29.16081428527832 (27.584119025999385) | > grad_norm_1: tensor(124.0699, device='cuda:0') (tensor(432.3798, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8491 (0.8501259090736145) | > loader_time: 0.0093 (0.00989375656099514)  --> TIME: 2025-05-10 19:37:03 -- STEP: 587/725 -- GLOBAL_STEP: 268300 | > loss_disc: 2.1317639350891113 (2.206025311650367) | > loss_disc_real_0: 0.11948151141405106 (0.13831847149631243) | > loss_disc_real_1: 0.19774246215820312 (0.191550998534417) | > loss_disc_real_2: 0.17800651490688324 (0.1896697631077222) | > loss_disc_real_3: 0.20248927175998688 (0.20474265944815573) | > loss_disc_real_4: 0.20181569457054138 (0.1960939300933525) | > loss_disc_real_5: 0.18635177612304688 (0.20612394342633708) | > loss_0: 2.1317639350891113 (2.206025311650367) | > grad_norm_0: tensor(10.4800, device='cuda:0') (tensor(21.9343, device='cuda:0')) | > loss_gen: 2.7788631916046143 (2.7681617306282007) | > loss_kl: 1.73663330078125 (1.7130981411600843) | > loss_feat: 8.64471435546875 (8.273688212367096) | > loss_mel: 13.790855407714844 (13.160650285789057) | > loss_duration: 1.6604905128479004 (1.6785449388689235) | > amp_scaler: 128.0 (108.59284497444628) | > loss_1: 28.611557006835938 (27.594143342728092) | > grad_norm_1: tensor(275.9893, device='cuda:0') (tensor(427.5591, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8647 (0.8500392603508653) | > loader_time: 0.0104 (0.009871667653982227)  --> TIME: 2025-05-10 19:37:47 -- STEP: 637/725 -- GLOBAL_STEP: 268350 | > loss_disc: 2.0156266689300537 (2.2067628662851955) | > loss_disc_real_0: 0.07800495624542236 (0.13842400426580173) | > loss_disc_real_1: 0.20552293956279755 (0.19188429665528056) | > loss_disc_real_2: 0.19097667932510376 (0.18963161340126627) | > loss_disc_real_3: 0.1825435757637024 (0.2046379081121232) | > loss_disc_real_4: 0.169390007853508 (0.19611549789153226) | > loss_disc_real_5: 0.13847793638706207 (0.206003433002782) | > loss_0: 2.0156266689300537 (2.2067628662851955) | > grad_norm_0: tensor(15.5815, device='cuda:0') (tensor(22.0422, device='cuda:0')) | > loss_gen: 3.0991883277893066 (2.7683991019729546) | > loss_kl: 1.6067801713943481 (1.714035815309318) | > loss_feat: 10.263487815856934 (8.266608267414334) | > loss_mel: 14.30107307434082 (13.154590669569078) | > loss_duration: 1.6459922790527344 (1.6783957769582554) | > amp_scaler: 128.0 (110.11616954474093) | > loss_1: 30.916521072387695 (27.58202966004375) | > grad_norm_1: tensor(499.2222, device='cuda:0') (tensor(427.3041, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8294 (0.8498522890980237) | > loader_time: 0.0102 (0.009860782084322789)  --> TIME: 2025-05-10 19:38:29 -- STEP: 687/725 -- GLOBAL_STEP: 268400 | > loss_disc: 2.2882306575775146 (2.2065390190529874) | > loss_disc_real_0: 0.14136816561222076 (0.138514249551678) | > loss_disc_real_1: 0.2015364170074463 (0.19191831296101047) | > loss_disc_real_2: 0.21194876730442047 (0.18952948581617124) | > loss_disc_real_3: 0.20347300171852112 (0.2046214494599352) | > loss_disc_real_4: 0.1921469271183014 (0.19607430011077376) | > loss_disc_real_5: 0.20007668435573578 (0.2060442124608651) | > loss_0: 2.2882306575775146 (2.2065390190529874) | > grad_norm_0: tensor(16.5810, device='cuda:0') (tensor(21.9806, device='cuda:0')) | > loss_gen: 2.669057846069336 (2.768203973076057) | > loss_kl: 1.7623481750488281 (1.7160495944765803) | > loss_feat: 7.857394218444824 (8.266336005848059) | > loss_mel: 11.519229888916016 (13.152997865079966) | > loss_duration: 1.68950355052948 (1.6782887967566382) | > amp_scaler: 128.0 (111.41775836972339) | > loss_1: 25.497533798217773 (27.58187626612411) | > grad_norm_1: tensor(488.3309, device='cuda:0') (tensor(425.4435, device='cuda:0')) | > current_lr_0: 0.0001924939983277806 | > current_lr_1: 0.0001924939983277806 | > step_time: 0.8632 (0.8490626437174698) | > loader_time: 0.0098 (0.009843430664862079)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2815279960632324 (2.2815279960632324) | > loss_disc_real_0: 0.1409498155117035 (0.1409498155117035) | > loss_disc_real_1: 0.201280415058136 (0.201280415058136) | > loss_disc_real_2: 0.23257029056549072 (0.23257029056549072) | > loss_disc_real_3: 0.2105553150177002 (0.2105553150177002) | > loss_disc_real_4: 0.2738543450832367 (0.2738543450832367) | > loss_disc_real_5: 0.23986950516700745 (0.23986950516700745) | > loss_0: 2.2815279960632324 (2.2815279960632324) | > loss_gen: 2.7312960624694824 (2.7312960624694824) | > loss_kl: 2.0083048343658447 (2.0083048343658447) | > loss_feat: 8.32254695892334 (8.32254695892334) | > loss_mel: 13.7416353225708 (13.7416353225708) | > loss_duration: 1.7102751731872559 (1.7102751731872559) | > loss_1: 28.51405906677246 (28.51405906677246)  --> STEP: 1 | > loss_disc: 2.2593042850494385 (2.2593042850494385) | > loss_disc_real_0: 0.12785616517066956 (0.12785616517066956) | > loss_disc_real_1: 0.175556942820549 (0.175556942820549) | > loss_disc_real_2: 0.20268048346042633 (0.20268048346042633) | > loss_disc_real_3: 0.21094965934753418 (0.21094965934753418) | > loss_disc_real_4: 0.25926652550697327 (0.25926652550697327) | > loss_disc_real_5: 0.2531575858592987 (0.2531575858592987) | > loss_0: 2.2593042850494385 (2.2593042850494385) | > loss_gen: 2.6535563468933105 (2.6535563468933105) | > loss_kl: 2.191244125366211 (2.191244125366211) | > loss_feat: 8.376105308532715 (8.376105308532715) | > loss_mel: 14.455395698547363 (14.455395698547363) | > loss_duration: 1.807816743850708 (1.807816743850708) | > loss_1: 29.484119415283203 (29.484119415283203)  --> STEP: 2 | > loss_disc: 2.2071328163146973 (2.233218550682068) | > loss_disc_real_0: 0.1434202641248703 (0.13563821464776993) | > loss_disc_real_1: 0.17256149649620056 (0.1740592196583748) | > loss_disc_real_2: 0.19801363348960876 (0.20034705847501755) | > loss_disc_real_3: 0.19867543876171112 (0.20481254905462265) | > loss_disc_real_4: 0.28404250741004944 (0.27165451645851135) | > loss_disc_real_5: 0.2412668913602829 (0.2472122386097908) | > loss_0: 2.2071328163146973 (2.233218550682068) | > loss_gen: 2.8008463382720947 (2.7272013425827026) | > loss_kl: 1.8608074188232422 (2.0260257720947266) | > loss_feat: 8.395094871520996 (8.385600090026855) | > loss_mel: 14.433603286743164 (14.444499492645264) | > loss_duration: 1.8525127172470093 (1.8301647305488586) | > loss_1: 29.342864990234375 (29.41349220275879)  --> STEP: 3 | > loss_disc: 2.3424019813537598 (2.269613027572632) | > loss_disc_real_0: 0.15368366241455078 (0.14165336390336355) | > loss_disc_real_1: 0.19916917383670807 (0.18242920438448587) | > loss_disc_real_2: 0.2135901302099228 (0.20476141571998596) | > loss_disc_real_3: 0.21746784448623657 (0.20903098086516061) | > loss_disc_real_4: 0.25934886932373047 (0.26755263408025104) | > loss_disc_real_5: 0.2542321979999542 (0.24955222507317862) | > loss_0: 2.3424019813537598 (2.269613027572632) | > loss_gen: 2.6044437885284424 (2.686282157897949) | > loss_kl: 1.8832604885101318 (1.978437344233195) | > loss_feat: 7.286588668823242 (8.01926294962565) | > loss_mel: 13.654282569885254 (14.18109385172526) | > loss_duration: 1.8132022619247437 (1.8245105743408203) | > loss_1: 27.241777420043945 (28.689587275187176)  --> STEP: 4 | > loss_disc: 2.296750783920288 (2.276397466659546) | > loss_disc_real_0: 0.11804740130901337 (0.135751873254776) | > loss_disc_real_1: 0.1822659820318222 (0.18238839879631996) | > loss_disc_real_2: 0.18224944174289703 (0.19913342222571373) | > loss_disc_real_3: 0.19404444098472595 (0.20528434589505196) | > loss_disc_real_4: 0.3243193030357361 (0.2817443013191223) | > loss_disc_real_5: 0.260772705078125 (0.2523573450744152) | > loss_0: 2.296750783920288 (2.276397466659546) | > loss_gen: 2.732631206512451 (2.6978694200515747) | > loss_kl: 1.99891197681427 (1.9835560023784637) | > loss_feat: 9.487353324890137 (8.386285543441772) | > loss_mel: 14.78039836883545 (14.330919981002808) | > loss_duration: 1.7529535293579102 (1.8066213130950928) | > loss_1: 30.752246856689453 (29.205252170562744) --> EVAL PERFORMANCE | > avg_loader_time: 0.2778831720352173 (-0.002590954303741455) | > avg_loss_disc: 2.276397466659546 (-0.010442137718200684) | > avg_loss_disc_real_0: 0.135751873254776 (+0.010228917002677917) | > avg_loss_disc_real_1: 0.18238839879631996 (+0.0015133321285247803) | > avg_loss_disc_real_2: 0.19913342222571373 (+0.008446983993053436) | > avg_loss_disc_real_3: 0.20528434589505196 (-0.024890728294849396) | > avg_loss_disc_real_4: 0.2817443013191223 (+0.05249839648604393) | > avg_loss_disc_real_5: 0.2523573450744152 (-0.034750621765851974) | > avg_loss_0: 2.276397466659546 (-0.010442137718200684) | > avg_loss_gen: 2.6978694200515747 (+0.09542667865753174) | > avg_loss_kl: 1.9835560023784637 (+0.09521681070327759) | > avg_loss_feat: 8.386285543441772 (+0.5917743444442749) | > avg_loss_mel: 14.330919981002808 (+1.268286943435669) | > avg_loss_duration: 1.8066213130950928 (-0.0006714165210723877) | > avg_loss_1: 29.205252170562744 (+2.0500340461730957)  > EPOCH: 307/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 19:39:08)   --> TIME: 2025-05-10 19:39:20 -- STEP: 12/725 -- GLOBAL_STEP: 268450 | > loss_disc: 2.186809539794922 (2.2241799434026084) | > loss_disc_real_0: 0.17864958941936493 (0.14263738381365934) | > loss_disc_real_1: 0.19382600486278534 (0.1942602718869845) | > loss_disc_real_2: 0.1847817450761795 (0.18839203814665476) | > loss_disc_real_3: 0.19604073464870453 (0.20900906001528105) | > loss_disc_real_4: 0.19134171307086945 (0.19726349165042242) | > loss_disc_real_5: 0.17960835993289948 (0.20187280451258025) | > loss_0: 2.186809539794922 (2.2241799434026084) | > grad_norm_0: tensor(38.6531, device='cuda:0') (tensor(25.4047, device='cuda:0')) | > loss_gen: 2.8083384037017822 (2.7641531825065613) | > loss_kl: 1.7278128862380981 (1.7022457718849182) | > loss_feat: 8.540520668029785 (8.076820373535156) | > loss_mel: 13.452533721923828 (13.192307074864706) | > loss_duration: 1.6936285495758057 (1.6765786508719127) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.22283363342285 (27.412105560302734) | > grad_norm_1: tensor(582.2518, device='cuda:0') (tensor(499.2878, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8353 (0.8382669488588969) | > loader_time: 0.0111 (0.01100860039393107)  --> TIME: 2025-05-10 19:40:04 -- STEP: 62/725 -- GLOBAL_STEP: 268500 | > loss_disc: 2.1788172721862793 (2.218388649725145) | > loss_disc_real_0: 0.15818649530410767 (0.1414656565194168) | > loss_disc_real_1: 0.17396961152553558 (0.1932166209143977) | > loss_disc_real_2: 0.18455128371715546 (0.18952672423854955) | > loss_disc_real_3: 0.2112286388874054 (0.2072462379451721) | > loss_disc_real_4: 0.1645691841840744 (0.1977614712330603) | > loss_disc_real_5: 0.21375882625579834 (0.20399117613992385) | > loss_0: 2.1788172721862793 (2.218388649725145) | > grad_norm_0: tensor(28.2710, device='cuda:0') (tensor(26.3124, device='cuda:0')) | > loss_gen: 2.765660524368286 (2.7696549007969513) | > loss_kl: 1.5749471187591553 (1.743423548436934) | > loss_feat: 8.436095237731934 (8.166280769532726) | > loss_mel: 14.404666900634766 (13.108510401941114) | > loss_duration: 1.70448637008667 (1.6727877624573246) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.8858585357666 (27.460657704261042) | > grad_norm_1: tensor(582.8102, device='cuda:0') (tensor(450.0912, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8676 (0.8553684373055735) | > loader_time: 0.0098 (0.010555955671495008)  --> TIME: 2025-05-10 19:40:47 -- STEP: 112/725 -- GLOBAL_STEP: 268550 | > loss_disc: 2.149181365966797 (2.2160720356873105) | > loss_disc_real_0: 0.12423285096883774 (0.13808997171664875) | > loss_disc_real_1: 0.2155264914035797 (0.1931065447362406) | > loss_disc_real_2: 0.19033855199813843 (0.19025833931352412) | > loss_disc_real_3: 0.20442572236061096 (0.2064784886315465) | > loss_disc_real_4: 0.18395251035690308 (0.19781770756734268) | > loss_disc_real_5: 0.19001218676567078 (0.20573662860052927) | > loss_0: 2.149181365966797 (2.2160720356873105) | > grad_norm_0: tensor(14.0570, device='cuda:0') (tensor(24.4705, device='cuda:0')) | > loss_gen: 2.7783493995666504 (2.754738158413342) | > loss_kl: 1.5478166341781616 (1.7473780470235007) | > loss_feat: 8.144699096679688 (8.172277522938595) | > loss_mel: 13.303001403808594 (13.109961867332458) | > loss_duration: 1.6524056196212769 (1.677176826766559) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.426271438598633 (27.461532626833236) | > grad_norm_1: tensor(432.8756, device='cuda:0') (tensor(471.9673, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8208 (0.8519156362329211) | > loader_time: 0.0092 (0.01055705547332764)  --> TIME: 2025-05-10 19:41:30 -- STEP: 162/725 -- GLOBAL_STEP: 268600 | > loss_disc: 2.211503505706787 (2.205400022459618) | > loss_disc_real_0: 0.1077834740281105 (0.13682042938415653) | > loss_disc_real_1: 0.1940201222896576 (0.19168041940824487) | > loss_disc_real_2: 0.1789969503879547 (0.18870964489969205) | > loss_disc_real_3: 0.18555809557437897 (0.2053943238692519) | > loss_disc_real_4: 0.18165379762649536 (0.19681605098792065) | > loss_disc_real_5: 0.1900995671749115 (0.20617331693201885) | > loss_0: 2.211503505706787 (2.205400022459618) | > grad_norm_0: tensor(8.1738, device='cuda:0') (tensor(23.4401, device='cuda:0')) | > loss_gen: 2.6983118057250977 (2.762560628078602) | > loss_kl: 1.7703641653060913 (1.7416295225237624) | > loss_feat: 8.743277549743652 (8.248979297685034) | > loss_mel: 13.379727363586426 (13.102300520296447) | > loss_duration: 1.6210936307907104 (1.677759169060507) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.212772369384766 (27.533229262740512) | > grad_norm_1: tensor(367.2600, device='cuda:0') (tensor(465.1979, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8262 (0.8492266454814393) | > loader_time: 0.0094 (0.010410123401217995)  --> TIME: 2025-05-10 19:42:13 -- STEP: 212/725 -- GLOBAL_STEP: 268650 | > loss_disc: 2.3517563343048096 (2.209057047681987) | > loss_disc_real_0: 0.1613014042377472 (0.13745494673626052) | > loss_disc_real_1: 0.20549945533275604 (0.1920818659072777) | > loss_disc_real_2: 0.20857475697994232 (0.1894743241510301) | > loss_disc_real_3: 0.22459903359413147 (0.20583871569273607) | > loss_disc_real_4: 0.19446685910224915 (0.196757953824862) | > loss_disc_real_5: 0.23548299074172974 (0.20615375639413885) | > loss_0: 2.3517563343048096 (2.209057047681987) | > grad_norm_0: tensor(30.7661, device='cuda:0') (tensor(23.2619, device='cuda:0')) | > loss_gen: 2.608771324157715 (2.758406991103909) | > loss_kl: 1.5480581521987915 (1.744030771952755) | > loss_feat: 7.630000114440918 (8.219426193327267) | > loss_mel: 12.409384727478027 (13.032511918049936) | > loss_duration: 1.6796056032180786 (1.67783356443891) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.875822067260742 (27.43220949172973) | > grad_norm_1: tensor(628.2588, device='cuda:0') (tensor(460.5123, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8342 (0.8493390623128639) | > loader_time: 0.0102 (0.01046465702776639)  --> TIME: 2025-05-10 19:42:56 -- STEP: 262/725 -- GLOBAL_STEP: 268700 | > loss_disc: 2.211021661758423 (2.2067756352533805) | > loss_disc_real_0: 0.128055602312088 (0.13713919853379264) | > loss_disc_real_1: 0.21623103320598602 (0.19198035084791765) | > loss_disc_real_2: 0.2032937854528427 (0.18921727869119354) | > loss_disc_real_3: 0.21797160804271698 (0.20586123351604885) | > loss_disc_real_4: 0.20168966054916382 (0.19648694514318277) | > loss_disc_real_5: 0.23629887402057648 (0.2062117692850928) | > loss_0: 2.211021661758423 (2.2067756352533805) | > grad_norm_0: tensor(11.6104, device='cuda:0') (tensor(23.1343, device='cuda:0')) | > loss_gen: 2.8191046714782715 (2.7569485930086084) | > loss_kl: 1.728779911994934 (1.7502048757240063) | > loss_feat: 7.660102844238281 (8.218715560345249) | > loss_mel: 12.782428741455078 (13.04402904656097) | > loss_duration: 1.6797220706939697 (1.6791717460137288) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.670137405395508 (27.449069889447156) | > grad_norm_1: tensor(470.2574, device='cuda:0') (tensor(462.2069, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8659 (0.8473643246497816) | > loader_time: 0.0104 (0.010369115203391505)  --> TIME: 2025-05-10 19:43:39 -- STEP: 312/725 -- GLOBAL_STEP: 268750 | > loss_disc: 2.2897114753723145 (2.2052823939384534) | > loss_disc_real_0: 0.12262166291475296 (0.13689123806901857) | > loss_disc_real_1: 0.1883973330259323 (0.19157047216326775) | > loss_disc_real_2: 0.17214305698871613 (0.18905505003073278) | > loss_disc_real_3: 0.20745089650154114 (0.20591357808846694) | > loss_disc_real_4: 0.20718927681446075 (0.19628977355284558) | > loss_disc_real_5: 0.19179710745811462 (0.20612748487828625) | > loss_0: 2.2897114753723145 (2.2052823939384534) | > grad_norm_0: tensor(38.1467, device='cuda:0') (tensor(22.9964, device='cuda:0')) | > loss_gen: 2.561483144760132 (2.755831920183623) | > loss_kl: 1.6936044692993164 (1.7454698735322707) | > loss_feat: 7.477419376373291 (8.226227292647728) | > loss_mel: 12.255664825439453 (13.042229951956335) | > loss_duration: 1.6728236675262451 (1.6782414492888331) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.660995483398438 (27.44800055332672) | > grad_norm_1: tensor(572.2557, device='cuda:0') (tensor(457.7800, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8292 (0.8457751419299688) | > loader_time: 0.0093 (0.010326782862345379)  --> TIME: 2025-05-10 19:44:21 -- STEP: 362/725 -- GLOBAL_STEP: 268800 | > loss_disc: 2.0468831062316895 (2.2083857019961854) | > loss_disc_real_0: 0.12383058667182922 (0.13736209132353577) | > loss_disc_real_1: 0.17193438112735748 (0.1920532480046895) | > loss_disc_real_2: 0.2138316035270691 (0.18922707072114417) | > loss_disc_real_3: 0.20556685328483582 (0.20631517301112906) | > loss_disc_real_4: 0.1938866823911667 (0.19666674428552547) | > loss_disc_real_5: 0.23870082199573517 (0.20596096644085407) | > loss_0: 2.0468831062316895 (2.2083857019961854) | > grad_norm_0: tensor(26.0922, device='cuda:0') (tensor(23.2841, device='cuda:0')) | > loss_gen: 2.9784278869628906 (2.757088197528988) | > loss_kl: 1.7712482213974 (1.7407672224123834) | > loss_feat: 9.43579387664795 (8.20581842390872) | > loss_mel: 14.350336074829102 (13.017192996009278) | > loss_duration: 1.6402227878570557 (1.677111194937269) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.176027297973633 (27.39797809242543) | > grad_norm_1: tensor(526.8193, device='cuda:0') (tensor(460.0196, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8235 (0.8448552301575466) | > loader_time: 0.0103 (0.010327680993475306)  --> TIME: 2025-05-10 19:45:05 -- STEP: 412/725 -- GLOBAL_STEP: 268850 | > loss_disc: 2.247711658477783 (2.209807186450771) | > loss_disc_real_0: 0.1486160010099411 (0.13778502950716076) | > loss_disc_real_1: 0.16332685947418213 (0.19223771450444344) | > loss_disc_real_2: 0.18247047066688538 (0.18895214788832712) | > loss_disc_real_3: 0.23257218301296234 (0.20611587318691235) | > loss_disc_real_4: 0.18440240621566772 (0.1966632370592899) | > loss_disc_real_5: 0.21296057105064392 (0.2060689102605129) | > loss_0: 2.247711658477783 (2.209807186450771) | > grad_norm_0: tensor(14.3379, device='cuda:0') (tensor(23.0504, device='cuda:0')) | > loss_gen: 2.6869354248046875 (2.75423017115269) | > loss_kl: 1.7364033460617065 (1.7383892024026333) | > loss_feat: 8.615762710571289 (8.185625865621478) | > loss_mel: 13.308481216430664 (13.002086127845986) | > loss_duration: 1.6875133514404297 (1.6774330616576003) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.035097122192383 (27.35776446629496) | > grad_norm_1: tensor(286.4080, device='cuda:0') (tensor(451.1436, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8467 (0.8460469865104527) | > loader_time: 0.0119 (0.010302572574430293)  --> TIME: 2025-05-10 19:45:48 -- STEP: 462/725 -- GLOBAL_STEP: 268900 | > loss_disc: 2.1089892387390137 (2.2077978901016735) | > loss_disc_real_0: 0.1007806584239006 (0.13762493050169383) | > loss_disc_real_1: 0.17981413006782532 (0.1920167011616035) | > loss_disc_real_2: 0.20171213150024414 (0.18873103769310626) | > loss_disc_real_3: 0.18978431820869446 (0.2057961845746288) | > loss_disc_real_4: 0.20464518666267395 (0.19659682011707513) | > loss_disc_real_5: 0.15477649867534637 (0.20605177112988057) | > loss_0: 2.1089892387390137 (2.2077978901016735) | > grad_norm_0: tensor(15.9311, device='cuda:0') (tensor(22.9846, device='cuda:0')) | > loss_gen: 2.9043185710906982 (2.7577157371487977) | > loss_kl: 1.606917142868042 (1.7355602811941337) | > loss_feat: 8.942336082458496 (8.216200854355137) | > loss_mel: 14.846464157104492 (13.052175135839553) | > loss_duration: 1.7062993049621582 (1.6770526070099374) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.00633430480957 (27.438704664056946) | > grad_norm_1: tensor(481.3718, device='cuda:0') (tensor(452.0999, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.7893 (0.8455067021506173) | > loader_time: 0.0106 (0.010278485554121268)  --> TIME: 2025-05-10 19:46:30 -- STEP: 512/725 -- GLOBAL_STEP: 268950 | > loss_disc: 2.197716236114502 (2.2115144804120037) | > loss_disc_real_0: 0.17117612063884735 (0.13855575868365128) | > loss_disc_real_1: 0.18517914414405823 (0.19212627501110555) | > loss_disc_real_2: 0.17216543853282928 (0.18907458358444273) | > loss_disc_real_3: 0.17341111600399017 (0.20568521227687597) | > loss_disc_real_4: 0.1966426819562912 (0.19679781916784117) | > loss_disc_real_5: 0.25203976035118103 (0.20634775934740895) | > loss_0: 2.197716236114502 (2.2115144804120037) | > grad_norm_0: tensor(31.0148, device='cuda:0') (tensor(23.0603, device='cuda:0')) | > loss_gen: 2.7715463638305664 (2.754225513432176) | > loss_kl: 1.8440558910369873 (1.7361409745644778) | > loss_feat: 8.2501802444458 (8.193470411933964) | > loss_mel: 13.454643249511719 (13.037298399955034) | > loss_duration: 1.6322319507598877 (1.6778702444862577) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.952659606933594 (27.39900559931993) | > grad_norm_1: tensor(571.9966, device='cuda:0') (tensor(450.3996, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.843 (0.8447767104953527) | > loader_time: 0.0101 (0.01024265587329864)  --> TIME: 2025-05-10 19:47:13 -- STEP: 562/725 -- GLOBAL_STEP: 269000 | > loss_disc: 2.1946613788604736 (2.2120435076676204) | > loss_disc_real_0: 0.15452544391155243 (0.13844572347704837) | > loss_disc_real_1: 0.17407484352588654 (0.19190346759833485) | > loss_disc_real_2: 0.2182609736919403 (0.18905090381560374) | > loss_disc_real_3: 0.19909332692623138 (0.20556527575033842) | > loss_disc_real_4: 0.1880342662334442 (0.19685914025400025) | > loss_disc_real_5: 0.1960568130016327 (0.20685169662869268) | > loss_0: 2.1946613788604736 (2.2120435076676204) | > grad_norm_0: tensor(8.8970, device='cuda:0') (tensor(22.8430, device='cuda:0')) | > loss_gen: 2.684652090072632 (2.751894253428721) | > loss_kl: 1.6204490661621094 (1.736803314015535) | > loss_feat: 7.749831199645996 (8.18360805511475) | > loss_mel: 11.433067321777344 (13.037899801315367) | > loss_duration: 1.647474765777588 (1.6777282072980213) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.135475158691406 (27.387933673383504) | > grad_norm_1: tensor(198.8575, device='cuda:0') (tensor(443.7523, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8702 (0.844193776307157) | > loader_time: 0.0104 (0.010224058958983503) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_269000.pth  --> TIME: 2025-05-10 19:47:58 -- STEP: 612/725 -- GLOBAL_STEP: 269050 | > loss_disc: 2.2922582626342773 (2.2116951827519835) | > loss_disc_real_0: 0.14833788573741913 (0.1382854956390908) | > loss_disc_real_1: 0.2038620412349701 (0.19179489753312545) | > loss_disc_real_2: 0.19382630288600922 (0.1889343363251171) | > loss_disc_real_3: 0.2113644927740097 (0.20539414846137458) | > loss_disc_real_4: 0.2114502191543579 (0.19698841007901163) | > loss_disc_real_5: 0.22509892284870148 (0.20697396526149664) | > loss_0: 2.2922582626342773 (2.2116951827519835) | > grad_norm_0: tensor(23.6171, device='cuda:0') (tensor(22.6760, device='cuda:0')) | > loss_gen: 2.7056374549865723 (2.752902079641429) | > loss_kl: 1.604618787765503 (1.735955888149785) | > loss_feat: 7.249551296234131 (8.196266239764642) | > loss_mel: 12.05959701538086 (13.056564477534081) | > loss_duration: 1.6089503765106201 (1.6771992752754619) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.22835350036621 (27.41888799542695) | > grad_norm_1: tensor(442.9062, device='cuda:0') (tensor(440.1088, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.802 (0.8443379573572695) | > loader_time: 0.0094 (0.01020709167118944)  --> TIME: 2025-05-10 19:48:42 -- STEP: 662/725 -- GLOBAL_STEP: 269100 | > loss_disc: 2.1324453353881836 (2.2106965825276763) | > loss_disc_real_0: 0.09814383834600449 (0.1383001362775478) | > loss_disc_real_1: 0.19211551547050476 (0.19183380827532803) | > loss_disc_real_2: 0.1815071552991867 (0.1889859039302678) | > loss_disc_real_3: 0.20408888161182404 (0.20525726266317865) | > loss_disc_real_4: 0.2149522453546524 (0.19700833711649338) | > loss_disc_real_5: 0.24879229068756104 (0.20677612388782263) | > loss_0: 2.1324453353881836 (2.2106965825276763) | > grad_norm_0: tensor(26.0158, device='cuda:0') (tensor(22.7858, device='cuda:0')) | > loss_gen: 3.015109062194824 (2.7567635043510124) | > loss_kl: 1.718929409980774 (1.7364868422649418) | > loss_feat: 9.338382720947266 (8.20663463385083) | > loss_mel: 14.61606502532959 (13.073883282814146) | > loss_duration: 1.690614938735962 (1.6776037552925762) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.37910270690918 (27.451372051527134) | > grad_norm_1: tensor(499.6787, device='cuda:0') (tensor(442.4564, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.8884 (0.844970472269548) | > loader_time: 0.0101 (0.010185242059367652)  --> TIME: 2025-05-10 19:49:25 -- STEP: 712/725 -- GLOBAL_STEP: 269150 | > loss_disc: 2.152000904083252 (2.209117811884769) | > loss_disc_real_0: 0.12181119620800018 (0.13852720338788424) | > loss_disc_real_1: 0.18363262712955475 (0.19164356982774958) | > loss_disc_real_2: 0.16228365898132324 (0.18889988291213344) | > loss_disc_real_3: 0.2228279560804367 (0.20494744834605236) | > loss_disc_real_4: 0.2181735336780548 (0.19674686635478142) | > loss_disc_real_5: 0.224867045879364 (0.20649262655819392) | > loss_0: 2.152000904083252 (2.209117811884769) | > grad_norm_0: tensor(22.2304, device='cuda:0') (tensor(23.0251, device='cuda:0')) | > loss_gen: 2.791762351989746 (2.760807972275809) | > loss_kl: 1.6597328186035156 (1.7353635942668058) | > loss_feat: 8.881305694580078 (8.21824035282885) | > loss_mel: 14.16065502166748 (13.09663270162733) | > loss_duration: 1.6725033521652222 (1.6771839157249158) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.16596031188965 (27.48822856217288) | > grad_norm_1: tensor(572.2883, device='cuda:0') (tensor(445.7608, device='cuda:0')) | > current_lr_0: 0.0001924699365779896 | > current_lr_1: 0.0001924699365779896 | > step_time: 0.813 (0.8451425222198615) | > loader_time: 0.0097 (0.010171035702308902)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.400259256362915 (2.400259256362915) | > loss_disc_real_0: 0.15778113901615143 (0.15778113901615143) | > loss_disc_real_1: 0.19420838356018066 (0.19420838356018066) | > loss_disc_real_2: 0.2521860599517822 (0.2521860599517822) | > loss_disc_real_3: 0.2308567762374878 (0.2308567762374878) | > loss_disc_real_4: 0.20413808524608612 (0.20413808524608612) | > loss_disc_real_5: 0.23944617807865143 (0.23944617807865143) | > loss_0: 2.400259256362915 (2.400259256362915) | > loss_gen: 2.496166229248047 (2.496166229248047) | > loss_kl: 2.0928127765655518 (2.0928127765655518) | > loss_feat: 6.764037609100342 (6.764037609100342) | > loss_mel: 12.195821762084961 (12.195821762084961) | > loss_duration: 1.7083654403686523 (1.7083654403686523) | > loss_1: 25.257205963134766 (25.257205963134766)  --> STEP: 1 | > loss_disc: 2.231464385986328 (2.231464385986328) | > loss_disc_real_0: 0.11852630227804184 (0.11852630227804184) | > loss_disc_real_1: 0.1949915736913681 (0.1949915736913681) | > loss_disc_real_2: 0.25454282760620117 (0.25454282760620117) | > loss_disc_real_3: 0.21565212309360504 (0.21565212309360504) | > loss_disc_real_4: 0.21423541009426117 (0.21423541009426117) | > loss_disc_real_5: 0.22535169124603271 (0.22535169124603271) | > loss_0: 2.231464385986328 (2.231464385986328) | > loss_gen: 2.8189921379089355 (2.8189921379089355) | > loss_kl: 2.2782022953033447 (2.2782022953033447) | > loss_feat: 8.40231990814209 (8.40231990814209) | > loss_mel: 14.325631141662598 (14.325631141662598) | > loss_duration: 1.8221242427825928 (1.8221242427825928) | > loss_1: 29.64727020263672 (29.64727020263672)  --> STEP: 2 | > loss_disc: 2.0737509727478027 (2.1526076793670654) | > loss_disc_real_0: 0.11219486594200134 (0.11536058411002159) | > loss_disc_real_1: 0.18783937394618988 (0.191415473818779) | > loss_disc_real_2: 0.25765255093574524 (0.2560976892709732) | > loss_disc_real_3: 0.19940723478794098 (0.207529678940773) | > loss_disc_real_4: 0.21123355627059937 (0.21273448318243027) | > loss_disc_real_5: 0.20044530928134918 (0.21289850026369095) | > loss_0: 2.0737509727478027 (2.1526076793670654) | > loss_gen: 3.084106922149658 (2.951549530029297) | > loss_kl: 1.9795931577682495 (2.128897726535797) | > loss_feat: 9.975935935974121 (9.189127922058105) | > loss_mel: 15.674148559570312 (14.999889850616455) | > loss_duration: 1.8697593212127686 (1.8459417819976807) | > loss_1: 32.58354187011719 (31.115406036376953)  --> STEP: 3 | > loss_disc: 2.2437632083892822 (2.182992855707804) | > loss_disc_real_0: 0.12042907625436783 (0.11705008149147034) | > loss_disc_real_1: 0.20412518084049225 (0.19565204282601675) | > loss_disc_real_2: 0.23396660387516022 (0.2487206608057022) | > loss_disc_real_3: 0.20844492316246033 (0.2078347603480021) | > loss_disc_real_4: 0.21655474603176117 (0.21400790413220724) | > loss_disc_real_5: 0.21519888937473297 (0.2136652966340383) | > loss_0: 2.2437632083892822 (2.182992855707804) | > loss_gen: 2.6403863430023193 (2.847828467686971) | > loss_kl: 1.9233897924423218 (2.060395081837972) | > loss_feat: 7.546985626220703 (8.64174715677897) | > loss_mel: 12.846962928771973 (14.282247543334961) | > loss_duration: 1.8022459745407104 (1.8313765128453572) | > loss_1: 26.75996971130371 (29.663593928019207)  --> STEP: 4 | > loss_disc: 2.1075518131256104 (2.164132595062256) | > loss_disc_real_0: 0.09257979691028595 (0.11093251034617424) | > loss_disc_real_1: 0.2008085697889328 (0.19694117456674576) | > loss_disc_real_2: 0.2582182288169861 (0.2510950528085232) | > loss_disc_real_3: 0.21769963204860687 (0.2103009782731533) | > loss_disc_real_4: 0.20610423386096954 (0.2120319865643978) | > loss_disc_real_5: 0.20711670815944672 (0.2120281495153904) | > loss_0: 2.1075518131256104 (2.164132595062256) | > loss_gen: 2.922104597091675 (2.866397500038147) | > loss_kl: 1.5956043004989624 (1.9441973865032196) | > loss_feat: 9.062719345092773 (8.746990203857422) | > loss_mel: 15.688754081726074 (14.63387417793274) | > loss_duration: 1.784496784210205 (1.8196565806865692) | > loss_1: 31.05367660522461 (30.011114597320557) --> EVAL PERFORMANCE | > avg_loader_time: 0.27955901622772217 (+0.0016758441925048828) | > avg_loss_disc: 2.164132595062256 (-0.11226487159729004) | > avg_loss_disc_real_0: 0.11093251034617424 (-0.02481936290860176) | > avg_loss_disc_real_1: 0.19694117456674576 (+0.014552775770425797) | > avg_loss_disc_real_2: 0.2510950528085232 (+0.05196163058280945) | > avg_loss_disc_real_3: 0.2103009782731533 (+0.005016632378101349) | > avg_loss_disc_real_4: 0.2120319865643978 (-0.0697123147547245) | > avg_loss_disc_real_5: 0.2120281495153904 (-0.04032919555902481) | > avg_loss_0: 2.164132595062256 (-0.11226487159729004) | > avg_loss_gen: 2.866397500038147 (+0.16852807998657227) | > avg_loss_kl: 1.9441973865032196 (-0.03935861587524414) | > avg_loss_feat: 8.746990203857422 (+0.3607046604156494) | > avg_loss_mel: 14.63387417793274 (+0.30295419692993164) | > avg_loss_duration: 1.8196565806865692 (+0.01303526759147644) | > avg_loss_1: 30.011114597320557 (+0.8058624267578125)  > EPOCH: 308/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 19:49:42)   --> TIME: 2025-05-10 19:50:16 -- STEP: 37/725 -- GLOBAL_STEP: 269200 | > loss_disc: 2.508718729019165 (2.2504881910375647) | > loss_disc_real_0: 0.16120478510856628 (0.14605625316097937) | > loss_disc_real_1: 0.1790483295917511 (0.1948894850305609) | > loss_disc_real_2: 0.2006879299879074 (0.19118338501131213) | > loss_disc_real_3: 0.22278989851474762 (0.2080176392117062) | > loss_disc_real_4: 0.23391976952552795 (0.19929708620986425) | > loss_disc_real_5: 0.24595867097377777 (0.20775364218531428) | > loss_0: 2.508718729019165 (2.2504881910375647) | > grad_norm_0: tensor(13.1008, device='cuda:0') (tensor(21.8707, device='cuda:0')) | > loss_gen: 2.2528295516967773 (2.6795700369654476) | > loss_kl: 1.8006892204284668 (1.7289950912063186) | > loss_feat: 5.247811794281006 (7.800617772179681) | > loss_mel: 8.784501075744629 (12.857940055228568) | > loss_duration: 1.6702117919921875 (1.6717281405990188) | > amp_scaler: 128.0 (128.0) | > loss_1: 19.75604248046875 (26.738850773991764) | > grad_norm_1: tensor(235.6597, device='cuda:0') (tensor(396.9307, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8505 (0.8422229805508176) | > loader_time: 0.0101 (0.00986193321846627)  --> TIME: 2025-05-10 19:50:58 -- STEP: 87/725 -- GLOBAL_STEP: 269250 | > loss_disc: 2.2172152996063232 (2.230998080352257) | > loss_disc_real_0: 0.16778849065303802 (0.14134307359826986) | > loss_disc_real_1: 0.17557458579540253 (0.19450377647219033) | > loss_disc_real_2: 0.199579656124115 (0.19103572303536295) | > loss_disc_real_3: 0.18133282661437988 (0.20565248049538712) | > loss_disc_real_4: 0.2075442522764206 (0.19818275053610748) | > loss_disc_real_5: 0.17887412011623383 (0.20617118152393693) | > loss_0: 2.2172152996063232 (2.230998080352257) | > grad_norm_0: tensor(19.0137, device='cuda:0') (tensor(20.9753, device='cuda:0')) | > loss_gen: 2.7895870208740234 (2.710690536718259) | > loss_kl: 1.807944893836975 (1.719867555574439) | > loss_feat: 8.06071949005127 (7.953551955606747) | > loss_mel: 13.154942512512207 (12.906570796308847) | > loss_duration: 1.6612396240234375 (1.6745242209270084) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.47443389892578 (26.965204984292217) | > grad_norm_1: tensor(496.6638, device='cuda:0') (tensor(404.3710, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.808 (0.843640401445586) | > loader_time: 0.01 (0.009979324779291261)  --> TIME: 2025-05-10 19:51:41 -- STEP: 137/725 -- GLOBAL_STEP: 269300 | > loss_disc: 2.0583548545837402 (2.2151501848749873) | > loss_disc_real_0: 0.11302235722541809 (0.13906652148622675) | > loss_disc_real_1: 0.19338777661323547 (0.19257532854149811) | > loss_disc_real_2: 0.1553543657064438 (0.18993141072509934) | > loss_disc_real_3: 0.20514851808547974 (0.20430296463687922) | > loss_disc_real_4: 0.1671471744775772 (0.19667626732457297) | > loss_disc_real_5: 0.18899326026439667 (0.2059864208210994) | > loss_0: 2.0583548545837402 (2.2151501848749873) | > grad_norm_0: tensor(16.3736, device='cuda:0') (tensor(21.3696, device='cuda:0')) | > loss_gen: 2.8929049968719482 (2.73764016854502) | > loss_kl: 1.746436357498169 (1.729318097560075) | > loss_feat: 9.250654220581055 (8.117001683172518) | > loss_mel: 13.645698547363281 (13.084145218786531) | > loss_duration: 1.6490010023117065 (1.6758793627258635) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.1846923828125 (27.34398442289255) | > grad_norm_1: tensor(130.1625, device='cuda:0') (tensor(413.7120, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8186 (0.8420522491427234) | > loader_time: 0.0091 (0.009976695053768855)  --> TIME: 2025-05-10 19:52:24 -- STEP: 187/725 -- GLOBAL_STEP: 269350 | > loss_disc: 2.182304859161377 (2.2101009810034618) | > loss_disc_real_0: 0.09859080612659454 (0.13840845382627964) | > loss_disc_real_1: 0.1851760596036911 (0.19251495488187204) | > loss_disc_real_2: 0.17999255657196045 (0.1892234625663349) | > loss_disc_real_3: 0.1562132090330124 (0.20457409625066147) | > loss_disc_real_4: 0.18018566071987152 (0.19587226634357077) | > loss_disc_real_5: 0.198027566075325 (0.20576252720572732) | > loss_0: 2.182304859161377 (2.2101009810034618) | > grad_norm_0: tensor(23.5950, device='cuda:0') (tensor(22.3308, device='cuda:0')) | > loss_gen: 2.679023027420044 (2.7544275375610994) | > loss_kl: 1.7979305982589722 (1.7256197782761273) | > loss_feat: 8.422513008117676 (8.184633385051374) | > loss_mel: 12.918845176696777 (13.11991473315234) | > loss_duration: 1.7029014825820923 (1.6771248285783162) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.521215438842773 (27.461720206520774) | > grad_norm_1: tensor(559.3372, device='cuda:0') (tensor(429.0941, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8358 (0.8418333530426027) | > loader_time: 0.0099 (0.01001465384335441)  --> TIME: 2025-05-10 19:53:07 -- STEP: 237/725 -- GLOBAL_STEP: 269400 | > loss_disc: 2.0388076305389404 (2.2076684980955807) | > loss_disc_real_0: 0.1311417520046234 (0.1377909209594949) | > loss_disc_real_1: 0.17779651284217834 (0.19204744539431878) | > loss_disc_real_2: 0.1848100870847702 (0.18882123013085955) | > loss_disc_real_3: 0.18740922212600708 (0.20472413182007104) | > loss_disc_real_4: 0.18553179502487183 (0.1955289114502413) | > loss_disc_real_5: 0.18902601301670074 (0.20599564086284317) | > loss_0: 2.0388076305389404 (2.2076684980955807) | > grad_norm_0: tensor(16.3708, device='cuda:0') (tensor(23.2070, device='cuda:0')) | > loss_gen: 3.0734589099884033 (2.7650855010068858) | > loss_kl: 1.9260839223861694 (1.727772241403282) | > loss_feat: 9.833318710327148 (8.242507264583923) | > loss_mel: 15.438549995422363 (13.180197071928518) | > loss_duration: 1.646087408065796 (1.6770695397622473) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.917499542236328 (27.59263156134368) | > grad_norm_1: tensor(569.7766, device='cuda:0') (tensor(431.8558, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8185 (0.8427407701307209) | > loader_time: 0.0091 (0.009954491748085501)  --> TIME: 2025-05-10 19:53:50 -- STEP: 287/725 -- GLOBAL_STEP: 269450 | > loss_disc: 2.1862902641296387 (2.206659874018892) | > loss_disc_real_0: 0.09674685448408127 (0.13744593767338942) | > loss_disc_real_1: 0.17772673070430756 (0.19172580285770138) | > loss_disc_real_2: 0.17343874275684357 (0.18848796090182524) | > loss_disc_real_3: 0.20645612478256226 (0.20471547367473095) | > loss_disc_real_4: 0.1608237326145172 (0.19555380930053243) | > loss_disc_real_5: 0.21966002881526947 (0.20682343118905192) | > loss_0: 2.1862902641296387 (2.206659874018892) | > grad_norm_0: tensor(28.3180, device='cuda:0') (tensor(23.1369, device='cuda:0')) | > loss_gen: 2.757293939590454 (2.764339046611187) | > loss_kl: 1.7305588722229004 (1.7279508080632016) | > loss_feat: 8.449051856994629 (8.256651853435129) | > loss_mel: 14.067346572875977 (13.203072508037714) | > loss_duration: 1.6968944072723389 (1.6771324362073623) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.70114517211914 (27.629146575927738) | > grad_norm_1: tensor(703.6290, device='cuda:0') (tensor(434.6224, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8036 (0.8427400522531119) | > loader_time: 0.0097 (0.009946705987644525)  --> TIME: 2025-05-10 19:54:33 -- STEP: 337/725 -- GLOBAL_STEP: 269500 | > loss_disc: 2.147722005844116 (2.2079422102483877) | > loss_disc_real_0: 0.13783733546733856 (0.13743380251553375) | > loss_disc_real_1: 0.1914006471633911 (0.19222910971952825) | > loss_disc_real_2: 0.1920965164899826 (0.1888687396615478) | > loss_disc_real_3: 0.22988811135292053 (0.20471836485034983) | > loss_disc_real_4: 0.22742408514022827 (0.1956811833363967) | > loss_disc_real_5: 0.20610786974430084 (0.20693475503242334) | > loss_0: 2.147722005844116 (2.2079422102483877) | > grad_norm_0: tensor(34.6429, device='cuda:0') (tensor(22.8903, device='cuda:0')) | > loss_gen: 2.8183069229125977 (2.7627757055469373) | > loss_kl: 1.7141886949539185 (1.7283595061089942) | > loss_feat: 8.535661697387695 (8.25103121765997) | > loss_mel: 14.159035682678223 (13.185714492458263) | > loss_duration: 1.6560144424438477 (1.6762264047249134) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.88320541381836 (27.60410725398304) | > grad_norm_1: tensor(516.2599, device='cuda:0') (tensor(439.3439, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8706 (0.842666757566639) | > loader_time: 0.0097 (0.010008085375369832)  --> TIME: 2025-05-10 19:55:16 -- STEP: 387/725 -- GLOBAL_STEP: 269550 | > loss_disc: 2.2887911796569824 (2.209702912227131) | > loss_disc_real_0: 0.18177933990955353 (0.1376386235735214) | > loss_disc_real_1: 0.229392871260643 (0.19214790967083714) | > loss_disc_real_2: 0.2096865475177765 (0.18909200367539425) | > loss_disc_real_3: 0.24946829676628113 (0.204672054457418) | > loss_disc_real_4: 0.25320926308631897 (0.19570940706002934) | > loss_disc_real_5: 0.19896550476551056 (0.2074348652008584) | > loss_0: 2.2887911796569824 (2.209702912227131) | > grad_norm_0: tensor(15.8192, device='cuda:0') (tensor(22.6372, device='cuda:0')) | > loss_gen: 2.8253912925720215 (2.758718698215731) | > loss_kl: 1.5539494752883911 (1.7239350859816993) | > loss_feat: 7.602761745452881 (8.224219806434576) | > loss_mel: 12.756688117980957 (13.14800247419096) | > loss_duration: 1.7612121105194092 (1.6764706484107084) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.500001907348633 (27.531346624211746) | > grad_norm_1: tensor(307.9913, device='cuda:0') (tensor(440.4232, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8669 (0.8441342180089435) | > loader_time: 0.0107 (0.009986484389588508)  --> TIME: 2025-05-10 19:55:59 -- STEP: 437/725 -- GLOBAL_STEP: 269600 | > loss_disc: 2.3364460468292236 (2.2097017598643207) | > loss_disc_real_0: 0.15687981247901917 (0.1383970682626459) | > loss_disc_real_1: 0.21286074817180634 (0.19178007243017853) | > loss_disc_real_2: 0.22070804238319397 (0.18890195518936662) | > loss_disc_real_3: 0.22067654132843018 (0.20465964406251358) | > loss_disc_real_4: 0.22732757031917572 (0.1957148730891248) | > loss_disc_real_5: 0.21415798366069794 (0.207305250574304) | > loss_0: 2.3364460468292236 (2.2097017598643207) | > grad_norm_0: tensor(24.7285, device='cuda:0') (tensor(22.8464, device='cuda:0')) | > loss_gen: 2.6556715965270996 (2.7605322225688522) | > loss_kl: 1.5778090953826904 (1.723254104227987) | > loss_feat: 6.6410298347473145 (8.24177220538771) | > loss_mel: 11.460553169250488 (13.148814037680898) | > loss_duration: 1.643862247467041 (1.6763129853547574) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.978925704956055 (27.550685428645572) | > grad_norm_1: tensor(482.9848, device='cuda:0') (tensor(442.5804, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.9045 (0.8443325886191712) | > loader_time: 0.0095 (0.00994741834819453)  --> TIME: 2025-05-10 19:56:42 -- STEP: 487/725 -- GLOBAL_STEP: 269650 | > loss_disc: 2.30861234664917 (2.211381784699539) | > loss_disc_real_0: 0.13480336964130402 (0.1384631269276756) | > loss_disc_real_1: 0.19534505903720856 (0.19157466708512275) | > loss_disc_real_2: 0.1924026906490326 (0.18929434979231202) | > loss_disc_real_3: 0.22876925766468048 (0.2048033621215722) | > loss_disc_real_4: 0.22210261225700378 (0.1958510186331963) | > loss_disc_real_5: 0.19341611862182617 (0.20778759184926443) | > loss_0: 2.30861234664917 (2.211381784699539) | > grad_norm_0: tensor(13.8862, device='cuda:0') (tensor(22.4570, device='cuda:0')) | > loss_gen: 2.6170456409454346 (2.7574232099482168) | > loss_kl: 1.5532689094543457 (1.7250648812836444) | > loss_feat: 7.6427321434021 (8.2312214780882) | > loss_mel: 11.794397354125977 (13.144851285084561) | > loss_duration: 1.671248197555542 (1.6769101712737975) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.2786922454834 (27.535470923359146) | > grad_norm_1: tensor(134.0084, device='cuda:0') (tensor(436.8116, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8092 (0.8447508322384814) | > loader_time: 0.0098 (0.009949161776282212)  --> TIME: 2025-05-10 19:57:25 -- STEP: 537/725 -- GLOBAL_STEP: 269700 | > loss_disc: 2.340911626815796 (2.213079752868783) | > loss_disc_real_0: 0.11682822555303574 (0.1389906016807984) | > loss_disc_real_1: 0.2117743343114853 (0.1915952080177417) | > loss_disc_real_2: 0.2197314351797104 (0.18919344892936935) | > loss_disc_real_3: 0.19039969146251678 (0.20480399824387532) | > loss_disc_real_4: 0.21327771246433258 (0.19602721663160702) | > loss_disc_real_5: 0.1837790161371231 (0.20810096115706353) | > loss_0: 2.340911626815796 (2.213079752868783) | > grad_norm_0: tensor(19.9774, device='cuda:0') (tensor(22.4858, device='cuda:0')) | > loss_gen: 2.5026063919067383 (2.753324779940273) | > loss_kl: 1.5367825031280518 (1.7262819632471607) | > loss_feat: 7.566409587860107 (8.213787614300275) | > loss_mel: 12.24616813659668 (13.139900037030268) | > loss_duration: 1.7119998931884766 (1.6776001337964221) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.563966751098633 (27.510894423756522) | > grad_norm_1: tensor(383.7045, device='cuda:0') (tensor(432.7853, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8464 (0.845070978338714) | > loader_time: 0.0099 (0.009936205279671722)  --> TIME: 2025-05-10 19:58:09 -- STEP: 587/725 -- GLOBAL_STEP: 269750 | > loss_disc: 2.2305333614349365 (2.2124289148304697) | > loss_disc_real_0: 0.13399937748908997 (0.1387574063579107) | > loss_disc_real_1: 0.16529853641986847 (0.1915014710600981) | > loss_disc_real_2: 0.18733061850070953 (0.18914340743620509) | > loss_disc_real_3: 0.253851056098938 (0.20475422559239392) | > loss_disc_real_4: 0.23070918023586273 (0.19600592711004333) | > loss_disc_real_5: 0.2184598743915558 (0.20820868705769005) | > loss_0: 2.2305333614349365 (2.2124289148304697) | > grad_norm_0: tensor(19.1189, device='cuda:0') (tensor(22.3852, device='cuda:0')) | > loss_gen: 2.7653841972351074 (2.753962132553023) | > loss_kl: 1.777718186378479 (1.7280829019806456) | > loss_feat: 8.492314338684082 (8.216361460937561) | > loss_mel: 13.666421890258789 (13.15263170278052) | > loss_duration: 1.6524578332901 (1.6772538679421867) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.354297637939453 (27.52829197196376) | > grad_norm_1: tensor(604.5734, device='cuda:0') (tensor(431.4065, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8457 (0.8455040211165787) | > loader_time: 0.0105 (0.009936221819720032)  --> TIME: 2025-05-10 19:58:52 -- STEP: 637/725 -- GLOBAL_STEP: 269800 | > loss_disc: 2.196535587310791 (2.2116875118887402) | > loss_disc_real_0: 0.11504798382520676 (0.1387024916345884) | > loss_disc_real_1: 0.19863104820251465 (0.19141043612683767) | > loss_disc_real_2: 0.19273336231708527 (0.18901397587272395) | > loss_disc_real_3: 0.20289984345436096 (0.20467087977347984) | > loss_disc_real_4: 0.16553762555122375 (0.1959654807904078) | > loss_disc_real_5: 0.186720609664917 (0.20829754901737013) | > loss_0: 2.196535587310791 (2.2116875118887402) | > grad_norm_0: tensor(23.6339, device='cuda:0') (tensor(22.3324, device='cuda:0')) | > loss_gen: 2.764333724975586 (2.753573287787206) | > loss_kl: 1.7389752864837646 (1.7272061350955696) | > loss_feat: 7.991170406341553 (8.215190989256293) | > loss_mel: 12.283699035644531 (13.158140860696786) | > loss_duration: 1.6380428075790405 (1.6772989901118978) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.41621971130371 (27.531410181353948) | > grad_norm_1: tensor(498.0595, device='cuda:0') (tensor(431.4983, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8458 (0.8457957025225536) | > loader_time: 0.0095 (0.009930492757440918)  --> TIME: 2025-05-10 19:59:35 -- STEP: 687/725 -- GLOBAL_STEP: 269850 | > loss_disc: 2.0911903381347656 (2.2125088500490686) | > loss_disc_real_0: 0.15172411501407623 (0.1388342188565494) | > loss_disc_real_1: 0.1983666867017746 (0.19142044130631392) | > loss_disc_real_2: 0.17326027154922485 (0.18905085362114418) | > loss_disc_real_3: 0.16810733079910278 (0.2046460020403328) | > loss_disc_real_4: 0.1739523708820343 (0.1961563330854044) | > loss_disc_real_5: 0.21545344591140747 (0.20838949351071262) | > loss_0: 2.0911903381347656 (2.2125088500490686) | > grad_norm_0: tensor(21.2442, device='cuda:0') (tensor(22.2771, device='cuda:0')) | > loss_gen: 3.07236385345459 (2.7527932763273184) | > loss_kl: 1.6015528440475464 (1.7249893293630612) | > loss_feat: 9.355693817138672 (8.206761299782979) | > loss_mel: 14.009262084960938 (13.146085011733495) | > loss_duration: 1.6877549886703491 (1.6771799870800594) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.726627349853516 (27.507808815790927) | > grad_norm_1: tensor(639.3275, device='cuda:0') (tensor(431.1211, device='cuda:0')) | > current_lr_0: 0.00019244587783591734 | > current_lr_1: 0.00019244587783591734 | > step_time: 0.8674 (0.8454018794813535) | > loader_time: 0.0107 (0.009934498233045557)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1957194805145264 (2.1957194805145264) | > loss_disc_real_0: 0.16331708431243896 (0.16331708431243896) | > loss_disc_real_1: 0.20908646285533905 (0.20908646285533905) | > loss_disc_real_2: 0.15712380409240723 (0.15712380409240723) | > loss_disc_real_3: 0.21662135422229767 (0.21662135422229767) | > loss_disc_real_4: 0.25160157680511475 (0.25160157680511475) | > loss_disc_real_5: 0.26677894592285156 (0.26677894592285156) | > loss_0: 2.1957194805145264 (2.1957194805145264) | > loss_gen: 3.026430368423462 (3.026430368423462) | > loss_kl: 2.161374568939209 (2.161374568939209) | > loss_feat: 9.112263679504395 (9.112263679504395) | > loss_mel: 14.653951644897461 (14.653951644897461) | > loss_duration: 1.7211408615112305 (1.7211408615112305) | > loss_1: 30.675159454345703 (30.675159454345703)  --> STEP: 1 | > loss_disc: 2.358823299407959 (2.358823299407959) | > loss_disc_real_0: 0.1680353432893753 (0.1680353432893753) | > loss_disc_real_1: 0.22886432707309723 (0.22886432707309723) | > loss_disc_real_2: 0.18613538146018982 (0.18613538146018982) | > loss_disc_real_3: 0.2129639834165573 (0.2129639834165573) | > loss_disc_real_4: 0.28238916397094727 (0.28238916397094727) | > loss_disc_real_5: 0.2586512863636017 (0.2586512863636017) | > loss_0: 2.358823299407959 (2.358823299407959) | > loss_gen: 2.794618844985962 (2.794618844985962) | > loss_kl: 2.208137273788452 (2.208137273788452) | > loss_feat: 7.5347442626953125 (7.5347442626953125) | > loss_mel: 12.708263397216797 (12.708263397216797) | > loss_duration: 1.8036773204803467 (1.8036773204803467) | > loss_1: 27.049440383911133 (27.049440383911133)  --> STEP: 2 | > loss_disc: 2.2564282417297363 (2.3076257705688477) | > loss_disc_real_0: 0.17218737304210663 (0.17011135816574097) | > loss_disc_real_1: 0.217566579580307 (0.22321545332670212) | > loss_disc_real_2: 0.16087619960308075 (0.17350579053163528) | > loss_disc_real_3: 0.2173406481742859 (0.2151523157954216) | > loss_disc_real_4: 0.27697548270225525 (0.27968232333660126) | > loss_disc_real_5: 0.24641433358192444 (0.25253280997276306) | > loss_0: 2.2564282417297363 (2.3076257705688477) | > loss_gen: 2.9898529052734375 (2.8922358751296997) | > loss_kl: 1.9387110471725464 (2.0734241604804993) | > loss_feat: 8.836583137512207 (8.18566370010376) | > loss_mel: 14.051572799682617 (13.379918098449707) | > loss_duration: 1.8552929162979126 (1.8294851183891296) | > loss_1: 29.672012329101562 (28.360726356506348)  --> STEP: 3 | > loss_disc: 2.299467086791992 (2.304906209309896) | > loss_disc_real_0: 0.17800380289554596 (0.17274217307567596) | > loss_disc_real_1: 0.23767870664596558 (0.2280365377664566) | > loss_disc_real_2: 0.15710006654262543 (0.168037215868632) | > loss_disc_real_3: 0.21770602464675903 (0.21600355207920074) | > loss_disc_real_4: 0.2702149450778961 (0.2765265305836995) | > loss_disc_real_5: 0.27353888750076294 (0.2595348358154297) | > loss_0: 2.299467086791992 (2.304906209309896) | > loss_gen: 2.996622323989868 (2.9270313580830893) | > loss_kl: 1.9344221353530884 (2.027090152104696) | > loss_feat: 8.448716163635254 (8.273347854614258) | > loss_mel: 13.57265853881836 (13.444164911905924) | > loss_duration: 1.8115671873092651 (1.8235124746958415) | > loss_1: 28.763986587524414 (28.49514643351237)  --> STEP: 4 | > loss_disc: 2.2860941886901855 (2.3002032041549683) | > loss_disc_real_0: 0.188902348279953 (0.17678221687674522) | > loss_disc_real_1: 0.224610835313797 (0.2271801121532917) | > loss_disc_real_2: 0.1582852154970169 (0.16559921577572823) | > loss_disc_real_3: 0.20313040912151337 (0.2127852663397789) | > loss_disc_real_4: 0.2590254545211792 (0.27215126156806946) | > loss_disc_real_5: 0.2882494032382965 (0.2667134776711464) | > loss_0: 2.2860941886901855 (2.3002032041549683) | > loss_gen: 2.942521810531616 (2.930903971195221) | > loss_kl: 1.8633159399032593 (1.9861465990543365) | > loss_feat: 7.119860649108887 (7.984976053237915) | > loss_mel: 13.629265785217285 (13.490440130233765) | > loss_duration: 1.7547273635864258 (1.8063161969184875) | > loss_1: 27.3096923828125 (28.198782920837402) --> EVAL PERFORMANCE | > avg_loader_time: 0.28339654207229614 (+0.0038375258445739746) | > avg_loss_disc: 2.3002032041549683 (+0.1360706090927124) | > avg_loss_disc_real_0: 0.17678221687674522 (+0.06584970653057098) | > avg_loss_disc_real_1: 0.2271801121532917 (+0.030238937586545944) | > avg_loss_disc_real_2: 0.16559921577572823 (-0.08549583703279495) | > avg_loss_disc_real_3: 0.2127852663397789 (+0.002484288066625595) | > avg_loss_disc_real_4: 0.27215126156806946 (+0.060119275003671646) | > avg_loss_disc_real_5: 0.2667134776711464 (+0.054685328155756) | > avg_loss_0: 2.3002032041549683 (+0.1360706090927124) | > avg_loss_gen: 2.930903971195221 (+0.06450647115707397) | > avg_loss_kl: 1.9861465990543365 (+0.04194921255111694) | > avg_loss_feat: 7.984976053237915 (-0.7620141506195068) | > avg_loss_mel: 13.490440130233765 (-1.1434340476989746) | > avg_loss_duration: 1.8063161969184875 (-0.013340383768081665) | > avg_loss_1: 28.198782920837402 (-1.8123316764831543)  > EPOCH: 309/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 20:00:14)   --> TIME: 2025-05-10 20:00:26 -- STEP: 12/725 -- GLOBAL_STEP: 269900 | > loss_disc: 2.2678089141845703 (2.2314927180608115) | > loss_disc_real_0: 0.17547829449176788 (0.1407581139355898) | > loss_disc_real_1: 0.22029736638069153 (0.1956556811928749) | > loss_disc_real_2: 0.22083692252635956 (0.1900459403793017) | > loss_disc_real_3: 0.20670610666275024 (0.2099037803709507) | > loss_disc_real_4: 0.22415591776371002 (0.1960718979438146) | > loss_disc_real_5: 0.19051548838615417 (0.20520603035887083) | > loss_0: 2.2678089141845703 (2.2314927180608115) | > grad_norm_0: tensor(18.9122, device='cuda:0') (tensor(23.2977, device='cuda:0')) | > loss_gen: 2.8082520961761475 (2.7560571829477944) | > loss_kl: 1.6288270950317383 (1.7164056996504466) | > loss_feat: 7.707381725311279 (8.160545269648233) | > loss_mel: 12.864591598510742 (13.12193512916565) | > loss_duration: 1.6972330808639526 (1.6826570232709248) | > amp_scaler: 256.0 (224.0) | > loss_1: 26.70628547668457 (27.43760045369466) | > grad_norm_1: tensor(259.3141, device='cuda:0') (tensor(436.5141, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8464 (0.8341856002807617) | > loader_time: 0.0086 (0.009391725063323975)  --> TIME: 2025-05-10 20:01:09 -- STEP: 62/725 -- GLOBAL_STEP: 269950 | > loss_disc: 2.302121162414551 (2.199941142912834) | > loss_disc_real_0: 0.10634317994117737 (0.1362289065314878) | > loss_disc_real_1: 0.18800124526023865 (0.19054225904326286) | > loss_disc_real_2: 0.20074743032455444 (0.18885285551509548) | > loss_disc_real_3: 0.1912383735179901 (0.20444026036608604) | > loss_disc_real_4: 0.2184484899044037 (0.19574312240846695) | > loss_disc_real_5: 0.22915372252464294 (0.20577882590793795) | > loss_0: 2.302121162414551 (2.199941142912834) | > grad_norm_0: tensor(25.9675, device='cuda:0') (tensor(24.0445, device='cuda:0')) | > loss_gen: 2.6178770065307617 (2.783732533454895) | > loss_kl: 1.7246581315994263 (1.7230684584186924) | > loss_feat: 8.425034523010254 (8.373990812609271) | > loss_mel: 13.276436805725098 (13.31766640755438) | > loss_duration: 1.7267075777053833 (1.6751062235524576) | > amp_scaler: 256.0 (249.80645161290323) | > loss_1: 27.770713806152344 (27.873564381753244) | > grad_norm_1: tensor(581.1426, device='cuda:0') (tensor(479.6432, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8275 (0.8457884673149355) | > loader_time: 0.0094 (0.009789436094222528)  --> TIME: 2025-05-10 20:01:53 -- STEP: 112/725 -- GLOBAL_STEP: 270000 | > loss_disc: 2.0900447368621826 (2.1964750460215976) | > loss_disc_real_0: 0.09573587775230408 (0.13643463614529794) | > loss_disc_real_1: 0.18813110888004303 (0.19073126411863736) | > loss_disc_real_2: 0.18039962649345398 (0.18808263526963337) | > loss_disc_real_3: 0.18914900720119476 (0.20357851963490248) | > loss_disc_real_4: 0.17603391408920288 (0.19555127594087804) | > loss_disc_real_5: 0.23316697776317596 (0.20649765977369888) | > loss_0: 2.0900447368621826 (2.1964750460215976) | > grad_norm_0: tensor(29.8137, device='cuda:0') (tensor(23.9319, device='cuda:0')) | > loss_gen: 2.873812198638916 (2.780677184462548) | > loss_kl: 1.6309412717819214 (1.7186529976981026) | > loss_feat: 9.444506645202637 (8.38341269322804) | > loss_mel: 14.660202026367188 (13.251636862754822) | > loss_duration: 1.675915002822876 (1.6782842757446426) | > amp_scaler: 256.0 (252.57142857142858) | > loss_1: 30.285375595092773 (27.81266392980303) | > grad_norm_1: tensor(665.3690, device='cuda:0') (tensor(463.9481, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8388 (0.849248543381691) | > loader_time: 0.0108 (0.009873622230121068) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_270000.pth  --> TIME: 2025-05-10 20:02:38 -- STEP: 162/725 -- GLOBAL_STEP: 270050 | > loss_disc: 2.3114542961120605 (2.19582689249957) | > loss_disc_real_0: 0.10421204566955566 (0.13646085652304277) | > loss_disc_real_1: 0.21729370951652527 (0.19048848968965038) | > loss_disc_real_2: 0.2072538286447525 (0.18767956690287885) | > loss_disc_real_3: 0.21654599905014038 (0.20331912487745285) | > loss_disc_real_4: 0.19873055815696716 (0.19529165088394543) | > loss_disc_real_5: 0.2173234224319458 (0.20669808753846605) | > loss_0: 2.3114542961120605 (2.19582689249957) | > grad_norm_0: tensor(25.8005, device='cuda:0') (tensor(22.9181, device='cuda:0')) | > loss_gen: 2.648423433303833 (2.7790066739659265) | > loss_kl: 1.7941464185714722 (1.7116355476556) | > loss_feat: 8.113807678222656 (8.355423117861333) | > loss_mel: 13.361648559570312 (13.19103762544232) | > loss_duration: 1.6408016681671143 (1.678473638163673) | > amp_scaler: 256.0 (253.62962962962962) | > loss_1: 27.55883026123047 (27.71557647799268) | > grad_norm_1: tensor(598.0194, device='cuda:0') (tensor(451.6634, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8366 (0.8490638924233708) | > loader_time: 0.0096 (0.00993398678155593)  --> TIME: 2025-05-10 20:03:22 -- STEP: 212/725 -- GLOBAL_STEP: 270100 | > loss_disc: 2.3283276557922363 (2.2040882729134474) | > loss_disc_real_0: 0.18471743166446686 (0.13838895280265576) | > loss_disc_real_1: 0.19632147252559662 (0.19125972561678797) | > loss_disc_real_2: 0.20192879438400269 (0.1882120280895593) | > loss_disc_real_3: 0.21171660721302032 (0.20383111007933347) | > loss_disc_real_4: 0.19431403279304504 (0.1958310017186516) | > loss_disc_real_5: 0.19388151168823242 (0.20651742633221284) | > loss_0: 2.3283276557922363 (2.2040882729134474) | > grad_norm_0: tensor(29.6097, device='cuda:0') (tensor(23.4705, device='cuda:0')) | > loss_gen: 2.5077946186065674 (2.770905528428422) | > loss_kl: 1.7206851243972778 (1.7148147281610742) | > loss_feat: 7.178158760070801 (8.302110993637227) | > loss_mel: 11.636388778686523 (13.138880306819702) | > loss_duration: 1.6895748376846313 (1.6788783146525332) | > amp_scaler: 256.0 (254.18867924528303) | > loss_1: 24.732603073120117 (27.605589776668907) | > grad_norm_1: tensor(589.5060, device='cuda:0') (tensor(452.6795, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8491 (0.8506801308326002) | > loader_time: 0.0096 (0.009971382482996529)  --> TIME: 2025-05-10 20:04:05 -- STEP: 262/725 -- GLOBAL_STEP: 270150 | > loss_disc: 2.309223175048828 (2.2038126992815332) | > loss_disc_real_0: 0.15081973373889923 (0.13811067787518022) | > loss_disc_real_1: 0.20077407360076904 (0.19116156354887795) | > loss_disc_real_2: 0.19153334200382233 (0.18816042611844666) | > loss_disc_real_3: 0.21989557147026062 (0.20402521304501833) | > loss_disc_real_4: 0.18190358579158783 (0.1958266442627397) | > loss_disc_real_5: 0.22818858921527863 (0.20650196064064522) | > loss_0: 2.309223175048828 (2.2038126992815332) | > grad_norm_0: tensor(23.8089, device='cuda:0') (tensor(23.2393, device='cuda:0')) | > loss_gen: 2.5947935581207275 (2.769920212621909) | > loss_kl: 1.7962206602096558 (1.7159821800603212) | > loss_feat: 7.043323993682861 (8.287316016568482) | > loss_mel: 11.09511947631836 (13.150410492001601) | > loss_duration: 1.6718151569366455 (1.6797200718908822) | > amp_scaler: 256.0 (254.53435114503816) | > loss_1: 24.20127296447754 (27.60334892855346) | > grad_norm_1: tensor(473.8102, device='cuda:0') (tensor(452.7201, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8875 (0.849873642885048) | > loader_time: 0.0097 (0.009955450778699105)  --> TIME: 2025-05-10 20:04:48 -- STEP: 312/725 -- GLOBAL_STEP: 270200 | > loss_disc: 2.2048299312591553 (2.206159304349851) | > loss_disc_real_0: 0.16319485008716583 (0.13795586522573067) | > loss_disc_real_1: 0.22602903842926025 (0.19149253918574408) | > loss_disc_real_2: 0.19225917756557465 (0.18859962006218928) | > loss_disc_real_3: 0.24933241307735443 (0.20457648653059438) | > loss_disc_real_4: 0.20998333394527435 (0.19618232557788878) | > loss_disc_real_5: 0.1981051117181778 (0.20648301134888947) | > loss_0: 2.2048299312591553 (2.206159304349851) | > grad_norm_0: tensor(19.2005, device='cuda:0') (tensor(23.4331, device='cuda:0')) | > loss_gen: 2.8364152908325195 (2.769885731813237) | > loss_kl: 1.6640959978103638 (1.7168561609891748) | > loss_feat: 9.150818824768066 (8.275561149303726) | > loss_mel: 13.030303955078125 (13.136397960858467) | > loss_duration: 1.6795189380645752 (1.6785452503424427) | > amp_scaler: 256.0 (254.76923076923077) | > loss_1: 28.36115264892578 (27.57724623191051) | > grad_norm_1: tensor(524.0360, device='cuda:0') (tensor(459.2697, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8336 (0.8500352853383779) | > loader_time: 0.0096 (0.009938513621305803)  --> TIME: 2025-05-10 20:05:32 -- STEP: 362/725 -- GLOBAL_STEP: 270250 | > loss_disc: 2.180612802505493 (2.2080486466212834) | > loss_disc_real_0: 0.14417071640491486 (0.1385085453068352) | > loss_disc_real_1: 0.15818487107753754 (0.1916907306616478) | > loss_disc_real_2: 0.2068912237882614 (0.18831884243540994) | > loss_disc_real_3: 0.21927767992019653 (0.20468966016617932) | > loss_disc_real_4: 0.2078302651643753 (0.19600564183780503) | > loss_disc_real_5: 0.25063541531562805 (0.2070408985841999) | > loss_0: 2.180612802505493 (2.2080486466212834) | > grad_norm_0: tensor(15.9905, device='cuda:0') (tensor(23.6986, device='cuda:0')) | > loss_gen: 2.924563407897949 (2.7662875230799724) | > loss_kl: 1.8337029218673706 (1.7214206628377928) | > loss_feat: 9.002416610717773 (8.256942907091005) | > loss_mel: 13.440462112426758 (13.122183417747033) | > loss_duration: 1.6233664751052856 (1.677479624418923) | > amp_scaler: 256.0 (254.939226519337) | > loss_1: 28.824512481689453 (27.544314121014505) | > grad_norm_1: tensor(308.0547, device='cuda:0') (tensor(458.3063, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8438 (0.8506333393286609) | > loader_time: 0.0098 (0.009942945854439913)  --> TIME: 2025-05-10 20:06:15 -- STEP: 412/725 -- GLOBAL_STEP: 270300 | > loss_disc: 2.244338274002075 (2.20830332075508) | > loss_disc_real_0: 0.18299388885498047 (0.1386413968991016) | > loss_disc_real_1: 0.17213408648967743 (0.19165471532535788) | > loss_disc_real_2: 0.2041701227426529 (0.18819503272766042) | > loss_disc_real_3: 0.21880625188350677 (0.20464561724113034) | > loss_disc_real_4: 0.23667627573013306 (0.19599926739352422) | > loss_disc_real_5: 0.22270305454730988 (0.20741711990925876) | > loss_0: 2.244338274002075 (2.20830332075508) | > grad_norm_0: tensor(42.3189, device='cuda:0') (tensor(22.8256, device='cuda:0')) | > loss_gen: 2.844775438308716 (2.7626285466175635) | > loss_kl: 1.590769648551941 (1.7259958432716076) | > loss_feat: 8.844417572021484 (8.251114789722035) | > loss_mel: 13.602705001831055 (13.114185914252568) | > loss_duration: 1.6933090686798096 (1.6776906228759916) | > amp_scaler: 256.0 (255.06796116504853) | > loss_1: 28.575977325439453 (27.53161572484137) | > grad_norm_1: tensor(483.0051, device='cuda:0') (tensor(444.0447, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8677 (0.851941922914635) | > loader_time: 0.0095 (0.009923442474846694)  --> TIME: 2025-05-10 20:06:58 -- STEP: 462/725 -- GLOBAL_STEP: 270350 | > loss_disc: 2.166313886642456 (2.210831310841945) | > loss_disc_real_0: 0.11626400798559189 (0.1392194916256319) | > loss_disc_real_1: 0.18781258165836334 (0.1919129857575739) | > loss_disc_real_2: 0.20148512721061707 (0.18846667693419883) | > loss_disc_real_3: 0.20769359171390533 (0.20454983022950948) | > loss_disc_real_4: 0.21078531444072723 (0.1960381632952979) | > loss_disc_real_5: 0.172886461019516 (0.20751456174499547) | > loss_0: 2.166313886642456 (2.210831310841945) | > grad_norm_0: tensor(11.4045, device='cuda:0') (tensor(22.6197, device='cuda:0')) | > loss_gen: 2.9020285606384277 (2.759750721774576) | > loss_kl: 1.7141774892807007 (1.7265551559852834) | > loss_feat: 8.564164161682129 (8.239322190676932) | > loss_mel: 13.565423965454102 (13.103660783726415) | > loss_duration: 1.7134240865707397 (1.677850685852431) | > amp_scaler: 256.0 (255.16883116883116) | > loss_1: 28.459218978881836 (27.50713956923712) | > grad_norm_1: tensor(504.7766, device='cuda:0') (tensor(440.1916, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.7859 (0.8511285229678798) | > loader_time: 0.0101 (0.009887652995782491)  --> TIME: 2025-05-10 20:07:41 -- STEP: 512/725 -- GLOBAL_STEP: 270400 | > loss_disc: 2.234755754470825 (2.2136038951575765) | > loss_disc_real_0: 0.12541097402572632 (0.13935873014270317) | > loss_disc_real_1: 0.1923757642507553 (0.19210059501347135) | > loss_disc_real_2: 0.1793152391910553 (0.18885921087348828) | > loss_disc_real_3: 0.2065158188343048 (0.204884064180078) | > loss_disc_real_4: 0.20695911347866058 (0.19618943124078214) | > loss_disc_real_5: 0.2082880288362503 (0.2078384310298134) | > loss_0: 2.234755754470825 (2.2136038951575765) | > grad_norm_0: tensor(13.6840, device='cuda:0') (tensor(22.4381, device='cuda:0')) | > loss_gen: 2.7348875999450684 (2.755535952746868) | > loss_kl: 1.6008226871490479 (1.7240978423506024) | > loss_feat: 8.119192123413086 (8.212470625527201) | > loss_mel: 12.709623336791992 (13.099957996979356) | > loss_duration: 1.6512126922607422 (1.6787427752278747) | > amp_scaler: 256.0 (255.25) | > loss_1: 26.815738677978516 (27.47080523520708) | > grad_norm_1: tensor(277.3001, device='cuda:0') (tensor(434.2946, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8548 (0.8505179821513597) | > loader_time: 0.0091 (0.009856797289103264)  --> TIME: 2025-05-10 20:08:24 -- STEP: 562/725 -- GLOBAL_STEP: 270450 | > loss_disc: 2.1475119590759277 (2.2124498102588603) | > loss_disc_real_0: 0.12377703934907913 (0.13937302893591086) | > loss_disc_real_1: 0.1769939661026001 (0.19214126009003551) | > loss_disc_real_2: 0.2121639847755432 (0.18871138464937853) | > loss_disc_real_3: 0.17719680070877075 (0.2047336771553946) | > loss_disc_real_4: 0.1744784116744995 (0.195978258110026) | > loss_disc_real_5: 0.20350521802902222 (0.20766337120448142) | > loss_0: 2.1475119590759277 (2.2124498102588603) | > grad_norm_0: tensor(17.2726, device='cuda:0') (tensor(22.2631, device='cuda:0')) | > loss_gen: 2.833517074584961 (2.755769555678996) | > loss_kl: 1.7808012962341309 (1.7254560091317328) | > loss_feat: 8.975627899169922 (8.213461963307388) | > loss_mel: 13.28913688659668 (13.104022984827116) | > loss_duration: 1.6426329612731934 (1.678546392620671) | > amp_scaler: 256.0 (255.3167259786477) | > loss_1: 28.521717071533203 (27.47725690726284) | > grad_norm_1: tensor(350.3642, device='cuda:0') (tensor(432.7672, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8916 (0.8502571124623255) | > loader_time: 0.0104 (0.009832890008267979)  --> TIME: 2025-05-10 20:09:07 -- STEP: 612/725 -- GLOBAL_STEP: 270500 | > loss_disc: 2.242213726043701 (2.2133384251516652) | > loss_disc_real_0: 0.14190877974033356 (0.13954385270188044) | > loss_disc_real_1: 0.20369595289230347 (0.1921576162422795) | > loss_disc_real_2: 0.19322305917739868 (0.18872628056632926) | > loss_disc_real_3: 0.1858036071062088 (0.2047088218767659) | > loss_disc_real_4: 0.18728694319725037 (0.1961353628902264) | > loss_disc_real_5: 0.21805530786514282 (0.20775996102324495) | > loss_0: 2.242213726043701 (2.2133384251516652) | > grad_norm_0: tensor(20.0341, device='cuda:0') (tensor(22.1609, device='cuda:0')) | > loss_gen: 2.613983154296875 (2.7534835416507093) | > loss_kl: 1.66412353515625 (1.7239000286931299) | > loss_feat: 7.309649467468262 (8.208297015794729) | > loss_mel: 13.190446853637695 (13.093357569251964) | > loss_duration: 1.6113272905349731 (1.678176164237503) | > amp_scaler: 256.0 (255.37254901960785) | > loss_1: 26.389530181884766 (27.45721429625369) | > grad_norm_1: tensor(199.2882, device='cuda:0') (tensor(428.7495, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8124 (0.8500883688334546) | > loader_time: 0.0086 (0.009810591445249666)  --> TIME: 2025-05-10 20:09:50 -- STEP: 662/725 -- GLOBAL_STEP: 270550 | > loss_disc: 2.2811288833618164 (2.214662899963806) | > loss_disc_real_0: 0.1390548050403595 (0.13963317749543477) | > loss_disc_real_1: 0.2129257172346115 (0.19218028066651702) | > loss_disc_real_2: 0.1641690731048584 (0.1889169238665313) | > loss_disc_real_3: 0.20949888229370117 (0.20473040734893247) | > loss_disc_real_4: 0.18095870316028595 (0.1960982948856772) | > loss_disc_real_5: 0.20095202326774597 (0.20818761407518674) | > loss_0: 2.2811288833618164 (2.214662899963806) | > grad_norm_0: tensor(11.0559, device='cuda:0') (tensor(21.8443, device='cuda:0')) | > loss_gen: 2.4604835510253906 (2.750692102123963) | > loss_kl: 1.7476310729980469 (1.7235445057877594) | > loss_feat: 7.515737533569336 (8.194787381999074) | > loss_mel: 12.093531608581543 (13.07900161109302) | > loss_duration: 1.6868669986724854 (1.6782360114719939) | > amp_scaler: 256.0 (255.4199395770393) | > loss_1: 25.504249572753906 (27.426261605092776) | > grad_norm_1: tensor(388.3537, device='cuda:0') (tensor(423.7119, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8767 (0.8499240882447119) | > loader_time: 0.01 (0.009797731194971558)  --> TIME: 2025-05-10 20:10:34 -- STEP: 712/725 -- GLOBAL_STEP: 270600 | > loss_disc: 2.2287709712982178 (2.215784374750063) | > loss_disc_real_0: 0.15936142206192017 (0.13972886227950268) | > loss_disc_real_1: 0.18775928020477295 (0.19220637565667043) | > loss_disc_real_2: 0.21369194984436035 (0.1891663245270762) | > loss_disc_real_3: 0.1786295771598816 (0.2047911777338955) | > loss_disc_real_4: 0.17602989077568054 (0.1961841714055686) | > loss_disc_real_5: 0.2265588790178299 (0.20811084812779104) | > loss_0: 2.2287709712982178 (2.215784374750063) | > grad_norm_0: tensor(27.0917, device='cuda:0') (tensor(21.8508, device='cuda:0')) | > loss_gen: 2.702730178833008 (2.7499948026758902) | > loss_kl: 1.7815345525741577 (1.7239881782384394) | > loss_feat: 7.9035139083862305 (8.189377558365292) | > loss_mel: 12.460698127746582 (13.069511141669885) | > loss_duration: 1.667959451675415 (1.6780650580532102) | > amp_scaler: 256.0 (255.46067415730337) | > loss_1: 26.516435623168945 (27.41093670920041) | > grad_norm_1: tensor(462.9291, device='cuda:0') (tensor(424.9841, device='cuda:0')) | > current_lr_0: 0.00019242182210118784 | > current_lr_1: 0.00019242182210118784 | > step_time: 0.8398 (0.8499795278806365) | > loader_time: 0.0093 (0.009802076253998154)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.287787675857544 (2.287787675857544) | > loss_disc_real_0: 0.08541949093341827 (0.08541949093341827) | > loss_disc_real_1: 0.18737050890922546 (0.18737050890922546) | > loss_disc_real_2: 0.1863613873720169 (0.1863613873720169) | > loss_disc_real_3: 0.17315194010734558 (0.17315194010734558) | > loss_disc_real_4: 0.2415822148323059 (0.2415822148323059) | > loss_disc_real_5: 0.2189888209104538 (0.2189888209104538) | > loss_0: 2.287787675857544 (2.287787675857544) | > loss_gen: 2.3990302085876465 (2.3990302085876465) | > loss_kl: 2.010169744491577 (2.010169744491577) | > loss_feat: 8.590606689453125 (8.590606689453125) | > loss_mel: 13.26413631439209 (13.26413631439209) | > loss_duration: 1.7065269947052002 (1.7065269947052002) | > loss_1: 27.97047233581543 (27.97047233581543)  --> STEP: 1 | > loss_disc: 2.2236504554748535 (2.2236504554748535) | > loss_disc_real_0: 0.08382635563611984 (0.08382635563611984) | > loss_disc_real_1: 0.1771920770406723 (0.1771920770406723) | > loss_disc_real_2: 0.20532061159610748 (0.20532061159610748) | > loss_disc_real_3: 0.17478923499584198 (0.17478923499584198) | > loss_disc_real_4: 0.23882590234279633 (0.23882590234279633) | > loss_disc_real_5: 0.25375768542289734 (0.25375768542289734) | > loss_0: 2.2236504554748535 (2.2236504554748535) | > loss_gen: 2.6618292331695557 (2.6618292331695557) | > loss_kl: 2.095308303833008 (2.095308303833008) | > loss_feat: 8.423253059387207 (8.423253059387207) | > loss_mel: 14.320826530456543 (14.320826530456543) | > loss_duration: 1.793189525604248 (1.793189525604248) | > loss_1: 29.29440689086914 (29.29440689086914)  --> STEP: 2 | > loss_disc: 2.287783145904541 (2.2557168006896973) | > loss_disc_real_0: 0.08084484189748764 (0.08233559876680374) | > loss_disc_real_1: 0.18452323973178864 (0.18085765838623047) | > loss_disc_real_2: 0.20502835512161255 (0.20517448335886002) | > loss_disc_real_3: 0.2119382917881012 (0.1933637633919716) | > loss_disc_real_4: 0.2681986689567566 (0.25351228564977646) | > loss_disc_real_5: 0.23781718313694 (0.24578743427991867) | > loss_0: 2.287783145904541 (2.2557168006896973) | > loss_gen: 2.570204734802246 (2.616016983985901) | > loss_kl: 2.003638982772827 (2.0494736433029175) | > loss_feat: 8.085783958435059 (8.254518508911133) | > loss_mel: 13.969706535339355 (14.14526653289795) | > loss_duration: 1.8468568325042725 (1.8200231790542603) | > loss_1: 28.4761905670166 (28.88529872894287)  --> STEP: 3 | > loss_disc: 2.2710983753204346 (2.2608439922332764) | > loss_disc_real_0: 0.08896710723638535 (0.0845461015899976) | > loss_disc_real_1: 0.18530717492103577 (0.1823408305644989) | > loss_disc_real_2: 0.19701631367206573 (0.20245509346326193) | > loss_disc_real_3: 0.18285515904426575 (0.18986089527606964) | > loss_disc_real_4: 0.24017786979675293 (0.24906748036543527) | > loss_disc_real_5: 0.26262402534484863 (0.251399631301562) | > loss_0: 2.2710983753204346 (2.2608439922332764) | > loss_gen: 2.5553646087646484 (2.595799525578817) | > loss_kl: 1.925639033317566 (2.008195439974467) | > loss_feat: 8.454788208007812 (8.321275075276693) | > loss_mel: 14.115081787109375 (14.135204950968424) | > loss_duration: 1.8238005638122559 (1.8212823073069255) | > loss_1: 28.874675750732422 (28.881757736206055)  --> STEP: 4 | > loss_disc: 2.355522632598877 (2.2845136523246765) | > loss_disc_real_0: 0.09200272709131241 (0.08641025796532631) | > loss_disc_real_1: 0.18928676843643188 (0.18407731503248215) | > loss_disc_real_2: 0.20533165335655212 (0.20317423343658447) | > loss_disc_real_3: 0.17392051219940186 (0.1858757995069027) | > loss_disc_real_4: 0.24612373113632202 (0.24833154305815697) | > loss_disc_real_5: 0.28921231627464294 (0.26085280254483223) | > loss_0: 2.355522632598877 (2.2845136523246765) | > loss_gen: 2.4606454372406006 (2.5620110034942627) | > loss_kl: 1.9366862773895264 (1.9903181493282318) | > loss_feat: 6.526639938354492 (7.872616291046143) | > loss_mel: 11.647290229797363 (13.51322627067566) | > loss_duration: 1.7532958984375 (1.804285705089569) | > loss_1: 24.32455825805664 (27.7424578666687) --> EVAL PERFORMANCE | > avg_loader_time: 0.2829746603965759 (-0.00042188167572021484) | > avg_loss_disc: 2.2845136523246765 (-0.015689551830291748) | > avg_loss_disc_real_0: 0.08641025796532631 (-0.09037195891141891) | > avg_loss_disc_real_1: 0.18407731503248215 (-0.043102797120809555) | > avg_loss_disc_real_2: 0.20317423343658447 (+0.03757501766085625) | > avg_loss_disc_real_3: 0.1858757995069027 (-0.026909466832876205) | > avg_loss_disc_real_4: 0.24833154305815697 (-0.02381971850991249) | > avg_loss_disc_real_5: 0.26085280254483223 (-0.005860675126314163) | > avg_loss_0: 2.2845136523246765 (-0.015689551830291748) | > avg_loss_gen: 2.5620110034942627 (-0.36889296770095825) | > avg_loss_kl: 1.9903181493282318 (+0.004171550273895264) | > avg_loss_feat: 7.872616291046143 (-0.11235976219177246) | > avg_loss_mel: 13.51322627067566 (+0.02278614044189453) | > avg_loss_duration: 1.804285705089569 (-0.002030491828918457) | > avg_loss_1: 27.7424578666687 (-0.45632505416870117)  > EPOCH: 310/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 20:10:51)   --> TIME: 2025-05-10 20:11:25 -- STEP: 37/725 -- GLOBAL_STEP: 270650 | > loss_disc: 2.2280752658843994 (2.231596109029409) | > loss_disc_real_0: 0.11005564779043198 (0.14391248069099477) | > loss_disc_real_1: 0.1839371770620346 (0.1917815200380377) | > loss_disc_real_2: 0.15947513282299042 (0.19051810696318344) | > loss_disc_real_3: 0.1958833634853363 (0.20634749612292727) | > loss_disc_real_4: 0.2047390341758728 (0.19877621128752426) | > loss_disc_real_5: 0.19684016704559326 (0.20820990688092) | > loss_0: 2.2280752658843994 (2.231596109029409) | > grad_norm_0: tensor(11.1220, device='cuda:0') (tensor(23.6346, device='cuda:0')) | > loss_gen: 2.8872923851013184 (2.7473951803671346) | > loss_kl: 1.5382107496261597 (1.712930170265404) | > loss_feat: 8.580982208251953 (8.100408618514603) | > loss_mel: 13.667550086975098 (13.0158715119233) | > loss_duration: 1.6727086305618286 (1.671079397201538) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.346744537353516 (27.24768489115947) | > grad_norm_1: tensor(307.9161, device='cuda:0') (tensor(460.5702, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8591 (0.8528720108238427) | > loader_time: 0.012 (0.01063979638589395)  --> TIME: 2025-05-10 20:12:08 -- STEP: 87/725 -- GLOBAL_STEP: 270700 | > loss_disc: 2.1071996688842773 (2.208852074612145) | > loss_disc_real_0: 0.11609070003032684 (0.14029735164053142) | > loss_disc_real_1: 0.19331739842891693 (0.19058207088503346) | > loss_disc_real_2: 0.18292856216430664 (0.18834484719682013) | > loss_disc_real_3: 0.19025395810604095 (0.20554556928831955) | > loss_disc_real_4: 0.23894952237606049 (0.19701197195327144) | > loss_disc_real_5: 0.2057858258485794 (0.20605462172935748) | > loss_0: 2.1071996688842773 (2.208852074612145) | > grad_norm_0: tensor(18.8365, device='cuda:0') (tensor(21.9336, device='cuda:0')) | > loss_gen: 3.053793430328369 (2.7655238611944784) | > loss_kl: 1.830255150794983 (1.7221607271282153) | > loss_feat: 9.16313648223877 (8.267551350867617) | > loss_mel: 14.597930908203125 (13.144637612090717) | > loss_duration: 1.657956600189209 (1.6759917681244598) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.30307388305664 (27.575865405729452) | > grad_norm_1: tensor(565.8783, device='cuda:0') (tensor(433.9900, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8308 (0.85015467391617) | > loader_time: 0.0095 (0.010150435327113362)  --> TIME: 2025-05-10 20:12:52 -- STEP: 137/725 -- GLOBAL_STEP: 270750 | > loss_disc: 2.0347306728363037 (2.2072941839259896) | > loss_disc_real_0: 0.09477639198303223 (0.13962572655321043) | > loss_disc_real_1: 0.16644445061683655 (0.19128338046317556) | > loss_disc_real_2: 0.17703233659267426 (0.18815963970918725) | > loss_disc_real_3: 0.20405542850494385 (0.20495470988489414) | > loss_disc_real_4: 0.18503540754318237 (0.19613117120996879) | > loss_disc_real_5: 0.1878328025341034 (0.20638157655722902) | > loss_0: 2.0347306728363037 (2.2072941839259896) | > grad_norm_0: tensor(23.3501, device='cuda:0') (tensor(21.9557, device='cuda:0')) | > loss_gen: 2.9279463291168213 (2.7616429816197297) | > loss_kl: 1.9305505752563477 (1.7281390193605075) | > loss_feat: 9.337325096130371 (8.242853860785495) | > loss_mel: 13.46002197265625 (13.084658963836892) | > loss_duration: 1.6512305736541748 (1.6772032001592818) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.30707359313965 (27.494498106685004) | > grad_norm_1: tensor(492.8534, device='cuda:0') (tensor(441.8688, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8246 (0.8512262880367084) | > loader_time: 0.0088 (0.010138854493189905)  --> TIME: 2025-05-10 20:13:35 -- STEP: 187/725 -- GLOBAL_STEP: 270800 | > loss_disc: 2.2406272888183594 (2.204019909874003) | > loss_disc_real_0: 0.14173419773578644 (0.13921954940984602) | > loss_disc_real_1: 0.21039098501205444 (0.19139334694905716) | > loss_disc_real_2: 0.19014224410057068 (0.18850821057424189) | > loss_disc_real_3: 0.19848845899105072 (0.20485875209703802) | > loss_disc_real_4: 0.1896272897720337 (0.19575218107292355) | > loss_disc_real_5: 0.2412189543247223 (0.20515235126974748) | > loss_0: 2.2406272888183594 (2.204019909874003) | > grad_norm_0: tensor(19.0683, device='cuda:0') (tensor(22.1854, device='cuda:0')) | > loss_gen: 2.7713258266448975 (2.7703299292906083) | > loss_kl: 1.7530055046081543 (1.7196459196468086) | > loss_feat: 8.328531265258789 (8.26861568185735) | > loss_mel: 13.103513717651367 (13.121672222321045) | > loss_duration: 1.701568603515625 (1.6788305305542162) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.65794563293457 (27.559094311719278) | > grad_norm_1: tensor(448.1874, device='cuda:0') (tensor(441.2583, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.856 (0.8499511308211056) | > loader_time: 0.0108 (0.010092537670849482)  --> TIME: 2025-05-10 20:14:18 -- STEP: 237/725 -- GLOBAL_STEP: 270850 | > loss_disc: 2.0764739513397217 (2.2039373368653568) | > loss_disc_real_0: 0.15740874409675598 (0.13854603123564257) | > loss_disc_real_1: 0.1859571635723114 (0.19147967770381316) | > loss_disc_real_2: 0.17926016449928284 (0.1880724037749858) | > loss_disc_real_3: 0.15206235647201538 (0.2050058289670743) | > loss_disc_real_4: 0.18519484996795654 (0.19620853750514577) | > loss_disc_real_5: 0.21483144164085388 (0.20584018220378378) | > loss_0: 2.0764739513397217 (2.2039373368653568) | > grad_norm_0: tensor(27.1354, device='cuda:0') (tensor(21.4644, device='cuda:0')) | > loss_gen: 3.103489875793457 (2.769171587022548) | > loss_kl: 1.9659463167190552 (1.7231752947915957) | > loss_feat: 9.955120086669922 (8.282529120706807) | > loss_mel: 15.53699779510498 (13.105317051400615) | > loss_duration: 1.6500334739685059 (1.6790288133460263) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.211585998535156 (27.55922187933942) | > grad_norm_1: tensor(626.8834, device='cuda:0') (tensor(436.7051, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8269 (0.8507349823094621) | > loader_time: 0.0091 (0.010096369916376689)  --> TIME: 2025-05-10 20:15:02 -- STEP: 287/725 -- GLOBAL_STEP: 270900 | > loss_disc: 2.181645154953003 (2.246186485273912) | > loss_disc_real_0: 0.13294076919555664 (0.17248101558419474) | > loss_disc_real_1: 0.1955053210258484 (0.1920990496873855) | > loss_disc_real_2: 0.21104498207569122 (0.18877631254520152) | > loss_disc_real_3: 0.23368538916110992 (0.20577454862901973) | > loss_disc_real_4: 0.21123836934566498 (0.19669105221585526) | > loss_disc_real_5: 0.20793020725250244 (0.20737833527114746) | > loss_0: 2.181645154953003 (2.246186485273912) | > grad_norm_0: tensor(30.1147, device='cuda:0') (tensor(22.5250, device='cuda:0')) | > loss_gen: 2.7043094635009766 (2.75967132505224) | > loss_kl: 1.7257964611053467 (1.7183883825660995) | > loss_feat: 8.393288612365723 (8.247094355393783) | > loss_mel: 12.215736389160156 (13.081807718044377) | > loss_duration: 1.6966073513031006 (1.6784573058218084) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.73573875427246 (27.485419097262394) | > grad_norm_1: tensor(749.7422, device='cuda:0') (tensor(447.1736, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8032 (0.8513839502367826) | > loader_time: 0.0096 (0.010052668508336937)  --> TIME: 2025-05-10 20:15:45 -- STEP: 337/725 -- GLOBAL_STEP: 270950 | > loss_disc: 2.1749191284179688 (2.242602434285671) | > loss_disc_real_0: 0.20816554129123688 (0.1686067497606448) | > loss_disc_real_1: 0.16602057218551636 (0.1921720783770614) | > loss_disc_real_2: 0.15098866820335388 (0.1890319382401532) | > loss_disc_real_3: 0.22205020487308502 (0.20550750607199064) | > loss_disc_real_4: 0.16864246129989624 (0.19681055198260522) | > loss_disc_real_5: 0.1735638976097107 (0.206820146752748) | > loss_0: 2.1749191284179688 (2.242602434285671) | > grad_norm_0: tensor(37.8305, device='cuda:0') (tensor(22.7311, device='cuda:0')) | > loss_gen: 2.7328219413757324 (2.7578597012188744) | > loss_kl: 1.7719389200210571 (1.716295834464913) | > loss_feat: 8.251713752746582 (8.219694061166095) | > loss_mel: 12.314268112182617 (13.035178170359812) | > loss_duration: 1.6463782787322998 (1.6774538762491613) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.717121124267578 (27.406481643812594) | > grad_norm_1: tensor(409.8224, device='cuda:0') (tensor(453.2679, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8869 (0.851139194533804) | > loader_time: 0.0101 (0.009955941038952384)  --> TIME: 2025-05-10 20:16:28 -- STEP: 387/725 -- GLOBAL_STEP: 271000 | > loss_disc: 2.183872938156128 (2.2331722053754532) | > loss_disc_real_0: 0.18258778750896454 (0.16443650035587104) | > loss_disc_real_1: 0.18102256953716278 (0.19143918430004309) | > loss_disc_real_2: 0.18951307237148285 (0.1884460427656347) | > loss_disc_real_3: 0.22440360486507416 (0.20525056870716799) | > loss_disc_real_4: 0.1884993463754654 (0.19615405921172116) | > loss_disc_real_5: 0.22342853248119354 (0.20678039572805706) | > loss_0: 2.183872938156128 (2.2331722053754532) | > grad_norm_0: tensor(27.2484, device='cuda:0') (tensor(22.6080, device='cuda:0')) | > loss_gen: 2.8720831871032715 (2.7610938573684507) | > loss_kl: 1.5786274671554565 (1.7193349864747782) | > loss_feat: 8.034741401672363 (8.239410818085181) | > loss_mel: 12.981316566467285 (13.058038132443297) | > loss_duration: 1.7558387517929077 (1.6775977349712565) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.222606658935547 (27.455475548441097) | > grad_norm_1: tensor(640.9147, device='cuda:0') (tensor(455.8752, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8555 (0.851011146254626) | > loader_time: 0.0097 (0.009950580522995588) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_271000.pth  --> TIME: 2025-05-10 20:17:14 -- STEP: 437/725 -- GLOBAL_STEP: 271050 | > loss_disc: 2.144697904586792 (2.2280416635954134) | > loss_disc_real_0: 0.1385764330625534 (0.1612602036523057) | > loss_disc_real_1: 0.19883538782596588 (0.19134914097578623) | > loss_disc_real_2: 0.18937574326992035 (0.1881977351770249) | > loss_disc_real_3: 0.2404465526342392 (0.20522181208946616) | > loss_disc_real_4: 0.20309127867221832 (0.19584943149537196) | > loss_disc_real_5: 0.20502233505249023 (0.20632357663502682) | > loss_0: 2.144697904586792 (2.2280416635954134) | > grad_norm_0: tensor(27.9031, device='cuda:0') (tensor(22.3501, device='cuda:0')) | > loss_gen: 2.906027317047119 (2.764282346590161) | > loss_kl: 1.6871293783187866 (1.7165827181028277) | > loss_feat: 8.628763198852539 (8.251968479811184) | > loss_mel: 13.05673885345459 (13.056760628654432) | > loss_duration: 1.6368825435638428 (1.6772634031025173) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.91554069519043 (27.466857600266657) | > grad_norm_1: tensor(644.9526, device='cuda:0') (tensor(455.5143, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8862 (0.8507802235452755) | > loader_time: 0.0099 (0.0099285576381727)  --> TIME: 2025-05-10 20:17:57 -- STEP: 487/725 -- GLOBAL_STEP: 271100 | > loss_disc: 2.2150440216064453 (2.226363179130476) | > loss_disc_real_0: 0.13117419183254242 (0.15877000427588808) | > loss_disc_real_1: 0.19171683490276337 (0.19129146048053328) | > loss_disc_real_2: 0.15895874798297882 (0.188099316105216) | > loss_disc_real_3: 0.21157865226268768 (0.20537495857881083) | > loss_disc_real_4: 0.17125433683395386 (0.1957355163976153) | > loss_disc_real_5: 0.22922347486019135 (0.20663589128968163) | > loss_0: 2.2150440216064453 (2.226363179130476) | > grad_norm_0: tensor(19.2494, device='cuda:0') (tensor(22.3180, device='cuda:0')) | > loss_gen: 2.772014856338501 (2.7641494156643605) | > loss_kl: 1.632393479347229 (1.7142197481171058) | > loss_feat: 8.498839378356934 (8.247604892973534) | > loss_mel: 13.693169593811035 (13.058659404699812) | > loss_duration: 1.6796092987060547 (1.677614845779153) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.276025772094727 (27.462248349826194) | > grad_norm_1: tensor(493.0365, device='cuda:0') (tensor(456.7847, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8008 (0.850574236875687) | > loader_time: 0.0108 (0.009946704155610572)  --> TIME: 2025-05-10 20:18:40 -- STEP: 537/725 -- GLOBAL_STEP: 271150 | > loss_disc: 2.3019919395446777 (2.224850956954103) | > loss_disc_real_0: 0.13561058044433594 (0.15716987272492128) | > loss_disc_real_1: 0.18548116087913513 (0.19131931451667838) | > loss_disc_real_2: 0.21030114591121674 (0.18824992455139733) | > loss_disc_real_3: 0.22489294409751892 (0.20530172738505037) | > loss_disc_real_4: 0.19026337563991547 (0.19584626070391978) | > loss_disc_real_5: 0.22483782470226288 (0.2064924245384596) | > loss_0: 2.3019919395446777 (2.224850956954103) | > grad_norm_0: tensor(8.9584, device='cuda:0') (tensor(22.2975, device='cuda:0')) | > loss_gen: 2.6509933471679688 (2.764122381334643) | > loss_kl: 1.65065336227417 (1.714969770868397) | > loss_feat: 7.622507572174072 (8.252675809451764) | > loss_mel: 12.068818092346191 (13.067366061929885) | > loss_duration: 1.6975226402282715 (1.6780785723993459) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.69049644470215 (27.477212650149895) | > grad_norm_1: tensor(169.8711, device='cuda:0') (tensor(454.1113, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8457 (0.8501757074778754) | > loader_time: 0.0095 (0.009956977886860598)  --> TIME: 2025-05-10 20:19:23 -- STEP: 587/725 -- GLOBAL_STEP: 271200 | > loss_disc: 2.219749689102173 (2.2251675482299897) | > loss_disc_real_0: 0.1889883130788803 (0.15583310249615384) | > loss_disc_real_1: 0.19828839600086212 (0.191587658183335) | > loss_disc_real_2: 0.19971707463264465 (0.18838010918748838) | > loss_disc_real_3: 0.2555198669433594 (0.2054913011990373) | > loss_disc_real_4: 0.1961274892091751 (0.19600212467386946) | > loss_disc_real_5: 0.21835918724536896 (0.20660221152756442) | > loss_0: 2.219749689102173 (2.2251675482299897) | > grad_norm_0: tensor(16.8775, device='cuda:0') (tensor(22.0149, device='cuda:0')) | > loss_gen: 2.8817667961120605 (2.7612023390131473) | > loss_kl: 1.5735411643981934 (1.712214363494561) | > loss_feat: 7.982372283935547 (8.24247416605129) | > loss_mel: 12.502925872802734 (13.062100316231254) | > loss_duration: 1.6574419736862183 (1.677369621583916) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.59804916381836 (27.45536084800602) | > grad_norm_1: tensor(579.6942, device='cuda:0') (tensor(451.2092, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8573 (0.8505626809251778) | > loader_time: 0.0094 (0.009916352657077665)  --> TIME: 2025-05-10 20:20:06 -- STEP: 637/725 -- GLOBAL_STEP: 271250 | > loss_disc: 2.2841796875 (2.224685858332754) | > loss_disc_real_0: 0.10287759453058243 (0.15454731816118913) | > loss_disc_real_1: 0.218499094247818 (0.1915058699470113) | > loss_disc_real_2: 0.199457585811615 (0.18844762636316426) | > loss_disc_real_3: 0.20666490495204926 (0.20546874340793214) | > loss_disc_real_4: 0.1999736726284027 (0.19603150944975523) | > loss_disc_real_5: 0.20751753449440002 (0.20707023637354646) | > loss_0: 2.2841796875 (2.224685858332754) | > grad_norm_0: tensor(15.9103, device='cuda:0') (tensor(21.8130, device='cuda:0')) | > loss_gen: 2.69372296333313 (2.7582797753380466) | > loss_kl: 1.9478585720062256 (1.714713612381293) | > loss_feat: 7.500370502471924 (8.233878085527166) | > loss_mel: 12.417462348937988 (13.05542731322523) | > loss_duration: 1.6385453939437866 (1.6772205131581663) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.197961807250977 (27.439519340239652) | > grad_norm_1: tensor(321.7467, device='cuda:0') (tensor(447.2730, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8515 (0.8501339175824658) | > loader_time: 0.0095 (0.009881366553074518)  --> TIME: 2025-05-10 20:20:49 -- STEP: 687/725 -- GLOBAL_STEP: 271300 | > loss_disc: 2.2983243465423584 (2.223337334836934) | > loss_disc_real_0: 0.1416018307209015 (0.15366848199214836) | > loss_disc_real_1: 0.18123562633991241 (0.19128744260799768) | > loss_disc_real_2: 0.19787253439426422 (0.18840603081419982) | > loss_disc_real_3: 0.20437955856323242 (0.20527059219376315) | > loss_disc_real_4: 0.18879352509975433 (0.19619368034071974) | > loss_disc_real_5: 0.18703041970729828 (0.20688217049776372) | > loss_0: 2.2983243465423584 (2.223337334836934) | > grad_norm_0: tensor(16.7162, device='cuda:0') (tensor(21.9714, device='cuda:0')) | > loss_gen: 2.5204756259918213 (2.759836227092161) | > loss_kl: 1.6744327545166016 (1.7162433305682052) | > loss_feat: 7.380339622497559 (8.24399731495842) | > loss_mel: 12.113842010498047 (13.08235800908295) | > loss_duration: 1.6743028163909912 (1.6770887307204534) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.363391876220703 (27.479523643482537) | > grad_norm_1: tensor(474.2540, device='cuda:0') (tensor(446.9290, device='cuda:0')) | > current_lr_0: 0.00019239776937342518 | > current_lr_1: 0.00019239776937342518 | > step_time: 0.8543 (0.84936868606523) | > loader_time: 0.0101 (0.00987036537048251)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4410455226898193 (2.4410455226898193) | > loss_disc_real_0: 0.15197819471359253 (0.15197819471359253) | > loss_disc_real_1: 0.18162429332733154 (0.18162429332733154) | > loss_disc_real_2: 0.24194800853729248 (0.24194800853729248) | > loss_disc_real_3: 0.22193844616413116 (0.22193844616413116) | > loss_disc_real_4: 0.22960828244686127 (0.22960828244686127) | > loss_disc_real_5: 0.2090660184621811 (0.2090660184621811) | > loss_0: 2.4410455226898193 (2.4410455226898193) | > loss_gen: 2.3987252712249756 (2.3987252712249756) | > loss_kl: 2.055375337600708 (2.055375337600708) | > loss_feat: 7.677424907684326 (7.677424907684326) | > loss_mel: 12.597305297851562 (12.597305297851562) | > loss_duration: 1.7282211780548096 (1.7282211780548096) | > loss_1: 26.45705223083496 (26.45705223083496)  --> STEP: 1 | > loss_disc: 2.3824634552001953 (2.3824634552001953) | > loss_disc_real_0: 0.13953256607055664 (0.13953256607055664) | > loss_disc_real_1: 0.16308754682540894 (0.16308754682540894) | > loss_disc_real_2: 0.2497597187757492 (0.2497597187757492) | > loss_disc_real_3: 0.23289357125759125 (0.23289357125759125) | > loss_disc_real_4: 0.23089493811130524 (0.23089493811130524) | > loss_disc_real_5: 0.20700155198574066 (0.20700155198574066) | > loss_0: 2.3824634552001953 (2.3824634552001953) | > loss_gen: 2.3785598278045654 (2.3785598278045654) | > loss_kl: 2.0931761264801025 (2.0931761264801025) | > loss_feat: 6.999340057373047 (6.999340057373047) | > loss_mel: 12.96134090423584 (12.96134090423584) | > loss_duration: 1.7938072681427002 (1.7938072681427002) | > loss_1: 26.22622299194336 (26.22622299194336)  --> STEP: 2 | > loss_disc: 2.3778059482574463 (2.380134701728821) | > loss_disc_real_0: 0.1579248011112213 (0.14872868359088898) | > loss_disc_real_1: 0.17686991393566132 (0.16997873038053513) | > loss_disc_real_2: 0.25165271759033203 (0.2507062181830406) | > loss_disc_real_3: 0.23187129199504852 (0.23238243162631989) | > loss_disc_real_4: 0.22202849388122559 (0.2264617159962654) | > loss_disc_real_5: 0.21060900390148163 (0.20880527794361115) | > loss_0: 2.3778059482574463 (2.380134701728821) | > loss_gen: 2.443575143814087 (2.411067485809326) | > loss_kl: 2.0171570777893066 (2.0551666021347046) | > loss_feat: 7.557948589324951 (7.278644323348999) | > loss_mel: 13.312768936157227 (13.137054920196533) | > loss_duration: 1.8554487228393555 (1.8246279954910278) | > loss_1: 27.18689727783203 (26.706560134887695)  --> STEP: 3 | > loss_disc: 2.3741655349731445 (2.3781449794769287) | > loss_disc_real_0: 0.12470530718564987 (0.14072089145580927) | > loss_disc_real_1: 0.16641759872436523 (0.16879168649514517) | > loss_disc_real_2: 0.25125882029533386 (0.25089041888713837) | > loss_disc_real_3: 0.22195865213871002 (0.22890783846378326) | > loss_disc_real_4: 0.23966753482818604 (0.2308636556069056) | > loss_disc_real_5: 0.20947173237800598 (0.20902742942174277) | > loss_0: 2.3741655349731445 (2.3781449794769287) | > loss_gen: 2.424232006072998 (2.4154556592305503) | > loss_kl: 1.8755615949630737 (1.9952982664108276) | > loss_feat: 7.476122856140137 (7.344470500946045) | > loss_mel: 12.927372932434082 (13.067160924275717) | > loss_duration: 1.8325386047363281 (1.8272648652394612) | > loss_1: 26.53582763671875 (26.649649302164715)  --> STEP: 4 | > loss_disc: 2.3180980682373047 (2.3631332516670227) | > loss_disc_real_0: 0.15412017703056335 (0.1440707128494978) | > loss_disc_real_1: 0.17354032397270203 (0.16997884586453438) | > loss_disc_real_2: 0.2602887451648712 (0.2532400004565716) | > loss_disc_real_3: 0.1912614405155182 (0.219496238976717) | > loss_disc_real_4: 0.23108139634132385 (0.23091809079051018) | > loss_disc_real_5: 0.17446832358837128 (0.2003876529633999) | > loss_0: 2.3180980682373047 (2.3631332516670227) | > loss_gen: 2.4924862384796143 (2.434713304042816) | > loss_kl: 2.0377590656280518 (2.0059134662151337) | > loss_feat: 7.6544108390808105 (7.421955585479736) | > loss_mel: 14.292701721191406 (13.373546123504639) | > loss_duration: 1.781283974647522 (1.8157696425914764) | > loss_1: 28.258642196655273 (27.051897525787354) --> EVAL PERFORMANCE | > avg_loader_time: 0.2863348126411438 (+0.003360152244567871) | > avg_loss_disc: 2.3631332516670227 (+0.07861959934234619) | > avg_loss_disc_real_0: 0.1440707128494978 (+0.057660454884171486) | > avg_loss_disc_real_1: 0.16997884586453438 (-0.01409846916794777) | > avg_loss_disc_real_2: 0.2532400004565716 (+0.050065767019987106) | > avg_loss_disc_real_3: 0.219496238976717 (+0.0336204394698143) | > avg_loss_disc_real_4: 0.23091809079051018 (-0.01741345226764679) | > avg_loss_disc_real_5: 0.2003876529633999 (-0.06046514958143234) | > avg_loss_0: 2.3631332516670227 (+0.07861959934234619) | > avg_loss_gen: 2.434713304042816 (-0.12729769945144653) | > avg_loss_kl: 2.0059134662151337 (+0.015595316886901855) | > avg_loss_feat: 7.421955585479736 (-0.45066070556640625) | > avg_loss_mel: 13.373546123504639 (-0.1396801471710205) | > avg_loss_duration: 1.8157696425914764 (+0.011483937501907349) | > avg_loss_1: 27.051897525787354 (-0.6905603408813477)  > EPOCH: 311/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 20:21:28)   --> TIME: 2025-05-10 20:21:40 -- STEP: 12/725 -- GLOBAL_STEP: 271350 | > loss_disc: 2.4213364124298096 (2.266674220561981) | > loss_disc_real_0: 0.17129066586494446 (0.14792347140610215) | > loss_disc_real_1: 0.21890729665756226 (0.19740784789125124) | > loss_disc_real_2: 0.19528935849666595 (0.19182782620191574) | > loss_disc_real_3: 0.22324052453041077 (0.21013601000110307) | > loss_disc_real_4: 0.21429124474525452 (0.1965975103278955) | > loss_disc_real_5: 0.21921667456626892 (0.20528491834799448) | > loss_0: 2.4213364124298096 (2.266674220561981) | > grad_norm_0: tensor(11.7577, device='cuda:0') (tensor(19.1990, device='cuda:0')) | > loss_gen: 2.546449661254883 (2.6647800405820212) | > loss_kl: 1.6822476387023926 (1.6811785300572712) | > loss_feat: 6.845060348510742 (7.808740099271138) | > loss_mel: 10.726122856140137 (12.488960425059) | > loss_duration: 1.7209277153015137 (1.6814005672931671) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.52080726623535 (26.325059572855633) | > grad_norm_1: tensor(346.4048, device='cuda:0') (tensor(319.0715, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8546 (0.8357908328374227) | > loader_time: 0.0112 (0.010327895482381184)  --> TIME: 2025-05-10 20:22:24 -- STEP: 62/725 -- GLOBAL_STEP: 271400 | > loss_disc: 2.1947145462036133 (2.2326949334913677) | > loss_disc_real_0: 0.1573898047208786 (0.1410241586066062) | > loss_disc_real_1: 0.16562539339065552 (0.19406553069430013) | > loss_disc_real_2: 0.18814027309417725 (0.1903925485187961) | > loss_disc_real_3: 0.1929628551006317 (0.20813816978085425) | > loss_disc_real_4: 0.17783427238464355 (0.19930344315305834) | > loss_disc_real_5: 0.191374734044075 (0.20767210904629) | > loss_0: 2.1947145462036133 (2.2326949334913677) | > grad_norm_0: tensor(30.8766, device='cuda:0') (tensor(18.4573, device='cuda:0')) | > loss_gen: 2.650834083557129 (2.7171992524977653) | > loss_kl: 1.7339880466461182 (1.6879716957769086) | > loss_feat: 7.568653583526611 (8.129938379410772) | > loss_mel: 12.657567977905273 (13.084703214706913) | > loss_duration: 1.7406407594680786 (1.6762652262564628) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.351682662963867 (27.296077666744107) | > grad_norm_1: tensor(549.5509, device='cuda:0') (tensor(372.2141, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8532 (0.8526481697636266) | > loader_time: 0.0093 (0.010733881304340978)  --> TIME: 2025-05-10 20:23:07 -- STEP: 112/725 -- GLOBAL_STEP: 271450 | > loss_disc: 2.3038370609283447 (2.2247532457113275) | > loss_disc_real_0: 0.15164443850517273 (0.13943399921325708) | > loss_disc_real_1: 0.1912284940481186 (0.19432029141379253) | > loss_disc_real_2: 0.20393168926239014 (0.189471449436886) | > loss_disc_real_3: 0.21182741224765778 (0.20696450716682843) | > loss_disc_real_4: 0.23042115569114685 (0.19774205783115967) | > loss_disc_real_5: 0.23374977707862854 (0.20815288914101465) | > loss_0: 2.3038370609283447 (2.2247532457113275) | > grad_norm_0: tensor(17.2973, device='cuda:0') (tensor(18.9822, device='cuda:0')) | > loss_gen: 2.5060958862304688 (2.7308323319469174) | > loss_kl: 1.697278618812561 (1.7001194070492471) | > loss_feat: 7.341203689575195 (8.170443028211595) | > loss_mel: 11.37973690032959 (13.086881646088191) | > loss_duration: 1.6727595329284668 (1.680540144443512) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.597076416015625 (27.368816563061305) | > grad_norm_1: tensor(452.9866, device='cuda:0') (tensor(390.6685, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8186 (0.8541848914963859) | > loader_time: 0.01 (0.010482724223818098)  --> TIME: 2025-05-10 20:23:50 -- STEP: 162/725 -- GLOBAL_STEP: 271500 | > loss_disc: 2.1584861278533936 (2.2221287959887666) | > loss_disc_real_0: 0.11944101005792618 (0.14010669383001928) | > loss_disc_real_1: 0.2138819545507431 (0.19375438546692889) | > loss_disc_real_2: 0.1845426708459854 (0.18918700571413397) | > loss_disc_real_3: 0.18680594861507416 (0.20640975319676924) | > loss_disc_real_4: 0.20141392946243286 (0.19710659815205472) | > loss_disc_real_5: 0.2025025188922882 (0.20791306015517977) | > loss_0: 2.1584861278533936 (2.2221287959887666) | > grad_norm_0: tensor(26.9103, device='cuda:0') (tensor(20.5895, device='cuda:0')) | > loss_gen: 3.0067198276519775 (2.7463523532137453) | > loss_kl: 1.8517582416534424 (1.7060659145131523) | > loss_feat: 9.652825355529785 (8.227119787239733) | > loss_mel: 15.774493217468262 (13.136086799480298) | > loss_duration: 1.6343038082122803 (1.6803480320506625) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.92009925842285 (27.495972798194416) | > grad_norm_1: tensor(449.4031, device='cuda:0') (tensor(403.4313, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8431 (0.8517767632449111) | > loader_time: 0.0097 (0.010193331741992337)  --> TIME: 2025-05-10 20:24:34 -- STEP: 212/725 -- GLOBAL_STEP: 271550 | > loss_disc: 2.2320332527160645 (2.216782017698828) | > loss_disc_real_0: 0.13805414736270905 (0.13956239875757487) | > loss_disc_real_1: 0.21387127041816711 (0.19321692249966121) | > loss_disc_real_2: 0.19911716878414154 (0.1892168938691886) | > loss_disc_real_3: 0.1874806135892868 (0.20613660529818173) | > loss_disc_real_4: 0.18365158140659332 (0.19630231399018813) | > loss_disc_real_5: 0.21224728226661682 (0.20731741175898966) | > loss_0: 2.2320332527160645 (2.216782017698828) | > grad_norm_0: tensor(29.5528, device='cuda:0') (tensor(21.0059, device='cuda:0')) | > loss_gen: 2.752078056335449 (2.7475812097765364) | > loss_kl: 1.7184782028198242 (1.7075918553010472) | > loss_feat: 8.728352546691895 (8.23037753914887) | > loss_mel: 13.724284172058105 (13.172494933290302) | > loss_duration: 1.690057635307312 (1.6795166579057585) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.613252639770508 (27.537562109389395) | > grad_norm_1: tensor(573.6266, device='cuda:0') (tensor(413.9039, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8417 (0.8517744080075675) | > loader_time: 0.0103 (0.010168066564595925)  --> TIME: 2025-05-10 20:25:17 -- STEP: 262/725 -- GLOBAL_STEP: 271600 | > loss_disc: 2.271282911300659 (2.2161681879567743) | > loss_disc_real_0: 0.22049815952777863 (0.13980442598348372) | > loss_disc_real_1: 0.20106565952301025 (0.1928234315328016) | > loss_disc_real_2: 0.2041751891374588 (0.18912383311122427) | > loss_disc_real_3: 0.18467149138450623 (0.20623437775910353) | > loss_disc_real_4: 0.18040743470191956 (0.19610669190874538) | > loss_disc_real_5: 0.21921202540397644 (0.20741801384751124) | > loss_0: 2.271282911300659 (2.2161681879567743) | > grad_norm_0: tensor(46.0567, device='cuda:0') (tensor(21.2593, device='cuda:0')) | > loss_gen: 2.843522071838379 (2.7522989347690845) | > loss_kl: 1.822964072227478 (1.707760751247406) | > loss_feat: 7.493522644042969 (8.239457472590093) | > loss_mel: 12.264930725097656 (13.22256662281415) | > loss_duration: 1.671471118927002 (1.679621882566059) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.09640884399414 (27.60170555842742) | > grad_norm_1: tensor(639.1064, device='cuda:0') (tensor(416.9223, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8846 (0.8502297738126214) | > loader_time: 0.0095 (0.010054078720908131)  --> TIME: 2025-05-10 20:26:00 -- STEP: 312/725 -- GLOBAL_STEP: 271650 | > loss_disc: 2.1195240020751953 (2.219249426554412) | > loss_disc_real_0: 0.11607786267995834 (0.13993813687314602) | > loss_disc_real_1: 0.14762654900550842 (0.1930357366322707) | > loss_disc_real_2: 0.1590360850095749 (0.1897136702751502) | > loss_disc_real_3: 0.20328876376152039 (0.20614951180341917) | > loss_disc_real_4: 0.18893174827098846 (0.19603767408392364) | > loss_disc_real_5: 0.2336999922990799 (0.20775586796494636) | > loss_0: 2.1195240020751953 (2.219249426554412) | > grad_norm_0: tensor(28.9183, device='cuda:0') (tensor(21.0654, device='cuda:0')) | > loss_gen: 2.9605190753936768 (2.748348312500197) | > loss_kl: 1.7773288488388062 (1.7049058328072226) | > loss_feat: 9.180578231811523 (8.205445503577213) | > loss_mel: 13.7417631149292 (13.184058543963307) | > loss_duration: 1.6599845886230469 (1.6782306253145909) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.320173263549805 (27.520988702774037) | > grad_norm_1: tensor(592.6200, device='cuda:0') (tensor(416.3443, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8341 (0.8501327152435593) | > loader_time: 0.0096 (0.01003114688090789)  --> TIME: 2025-05-10 20:26:43 -- STEP: 362/725 -- GLOBAL_STEP: 271700 | > loss_disc: 2.1995692253112793 (2.2184537991634397) | > loss_disc_real_0: 0.13053707778453827 (0.139993870229517) | > loss_disc_real_1: 0.20956455171108246 (0.1926899438322578) | > loss_disc_real_2: 0.18789134919643402 (0.1900092326310458) | > loss_disc_real_3: 0.21913756430149078 (0.20594923898001402) | > loss_disc_real_4: 0.20045728981494904 (0.1961947609953458) | > loss_disc_real_5: 0.2189413160085678 (0.2076665916330907) | > loss_0: 2.1995692253112793 (2.2184537991634397) | > grad_norm_0: tensor(7.6143, device='cuda:0') (tensor(21.2327, device='cuda:0')) | > loss_gen: 2.6725826263427734 (2.749764647931683) | > loss_kl: 1.7134605646133423 (1.7038107744896607) | > loss_feat: 8.11701774597168 (8.207603324184108) | > loss_mel: 12.818575859069824 (13.180402357933927) | > loss_duration: 1.62837815284729 (1.6775595861903876) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.950016021728516 (27.51914063343026) | > grad_norm_1: tensor(89.6904, device='cuda:0') (tensor(421.6560, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8595 (0.8503177804841517) | > loader_time: 0.01 (0.01003420221212819)  --> TIME: 2025-05-10 20:27:26 -- STEP: 412/725 -- GLOBAL_STEP: 271750 | > loss_disc: 2.088744640350342 (2.216555964888881) | > loss_disc_real_0: 0.11352422833442688 (0.14038552047268868) | > loss_disc_real_1: 0.1717628389596939 (0.1923154112566443) | > loss_disc_real_2: 0.17266523838043213 (0.18980069190842433) | > loss_disc_real_3: 0.22956961393356323 (0.20575857205877027) | > loss_disc_real_4: 0.19204287230968475 (0.1961837346548015) | > loss_disc_real_5: 0.18384787440299988 (0.206899035541178) | > loss_0: 2.088744640350342 (2.216555964888881) | > grad_norm_0: tensor(20.3627, device='cuda:0') (tensor(21.5197, device='cuda:0')) | > loss_gen: 2.8581337928771973 (2.7543741337303973) | > loss_kl: 1.6404260396957397 (1.7007077660375425) | > loss_feat: 9.064223289489746 (8.214554705666114) | > loss_mel: 13.688931465148926 (13.180056916857227) | > loss_duration: 1.6887314319610596 (1.6780256764981358) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.940446853637695 (27.52771915509862) | > grad_norm_1: tensor(548.5264, device='cuda:0') (tensor(427.2076, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8592 (0.8504279672520829) | > loader_time: 0.0104 (0.010065269123003328)  --> TIME: 2025-05-10 20:28:10 -- STEP: 462/725 -- GLOBAL_STEP: 271800 | > loss_disc: 2.2114734649658203 (2.2165780230001975) | > loss_disc_real_0: 0.13718941807746887 (0.14032501398355943) | > loss_disc_real_1: 0.18124814331531525 (0.1921555281524018) | > loss_disc_real_2: 0.2088630348443985 (0.18962545673568526) | > loss_disc_real_3: 0.20779256522655487 (0.2059280929756371) | > loss_disc_real_4: 0.1729816198348999 (0.19617135971139513) | > loss_disc_real_5: 0.2005191445350647 (0.20716408940104697) | > loss_0: 2.2114734649658203 (2.2165780230001975) | > grad_norm_0: tensor(18.0179, device='cuda:0') (tensor(21.7525, device='cuda:0')) | > loss_gen: 2.703415632247925 (2.7513335189778045) | > loss_kl: 1.713314414024353 (1.7018993953605748) | > loss_feat: 7.989169120788574 (8.193169143808879) | > loss_mel: 12.713179588317871 (13.131870942714409) | > loss_duration: 1.6992205381393433 (1.677979760613793) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.81829833984375 (27.456252721480986) | > grad_norm_1: tensor(511.2500, device='cuda:0') (tensor(429.7434, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.7905 (0.8504775153610095) | > loader_time: 0.0096 (0.010065219102999871)  --> TIME: 2025-05-10 20:28:53 -- STEP: 512/725 -- GLOBAL_STEP: 271850 | > loss_disc: 2.0695645809173584 (2.2166745865251873) | > loss_disc_real_0: 0.15377579629421234 (0.1400728887092556) | > loss_disc_real_1: 0.21869245171546936 (0.1921466904459521) | > loss_disc_real_2: 0.1637493073940277 (0.18979475845117122) | > loss_disc_real_3: 0.16207338869571686 (0.20588288761791773) | > loss_disc_real_4: 0.15834155678749084 (0.1961537641473114) | > loss_disc_real_5: 0.15676653385162354 (0.20733020696206952) | > loss_0: 2.0695645809173584 (2.2166745865251873) | > grad_norm_0: tensor(27.4805, device='cuda:0') (tensor(21.5007, device='cuda:0')) | > loss_gen: 2.918931484222412 (2.748871817719191) | > loss_kl: 1.944606900215149 (1.7034829189069567) | > loss_feat: 9.131816864013672 (8.195727679878479) | > loss_mel: 14.132023811340332 (13.126850444823502) | > loss_duration: 1.629219651222229 (1.6783369395416234) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.7565975189209 (27.45326974615454) | > grad_norm_1: tensor(438.1836, device='cuda:0') (tensor(425.3454, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8452 (0.8499540984630582) | > loader_time: 0.0095 (0.010014482308179145)  --> TIME: 2025-05-10 20:29:36 -- STEP: 562/725 -- GLOBAL_STEP: 271900 | > loss_disc: 2.316840648651123 (2.21623838414501) | > loss_disc_real_0: 0.201564222574234 (0.14002719521522536) | > loss_disc_real_1: 0.20308265089988708 (0.19198813981432933) | > loss_disc_real_2: 0.180447518825531 (0.18984478123459522) | > loss_disc_real_3: 0.2145482450723648 (0.20592545887647568) | > loss_disc_real_4: 0.1767358034849167 (0.19616409523737374) | > loss_disc_real_5: 0.23346076905727386 (0.20713058779566318) | > loss_0: 2.316840648651123 (2.21623838414501) | > grad_norm_0: tensor(22.3980, device='cuda:0') (tensor(21.5521, device='cuda:0')) | > loss_gen: 2.6299452781677246 (2.75054326345912) | > loss_kl: 1.7334275245666504 (1.7053264349805075) | > loss_feat: 7.843095779418945 (8.205874376873957) | > loss_mel: 12.146270751953125 (13.145676017231784) | > loss_duration: 1.647660732269287 (1.677908836098328) | > amp_scaler: 512.0 (260.0996441281139) | > loss_1: 26.00040054321289 (27.48532887116021) | > grad_norm_1: tensor(368.3138, device='cuda:0') (tensor(426.2852, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8923 (0.8496313383570768) | > loader_time: 0.0101 (0.010023601114537796)  --> TIME: 2025-05-10 20:30:19 -- STEP: 612/725 -- GLOBAL_STEP: 271950 | > loss_disc: 2.3699190616607666 (2.2155200648151956) | > loss_disc_real_0: 0.1900482326745987 (0.13985867884764885) | > loss_disc_real_1: 0.1755012720823288 (0.19208813577987788) | > loss_disc_real_2: 0.18632079660892487 (0.1898742767623047) | > loss_disc_real_3: 0.16705219447612762 (0.20594128744761916) | > loss_disc_real_4: 0.15842407941818237 (0.19591479130040573) | > loss_disc_real_5: 0.20424731075763702 (0.20699750700222905) | > loss_0: 2.3699190616607666 (2.2155200648151956) | > grad_norm_0: tensor(48.0461, device='cuda:0') (tensor(21.6150, device='cuda:0')) | > loss_gen: 2.5050981044769287 (2.752127227050806) | > loss_kl: 1.6395503282546997 (1.7078937336899875) | > loss_feat: 6.859041690826416 (8.20589061967688) | > loss_mel: 12.183002471923828 (13.14877841207716) | > loss_duration: 1.5858805179595947 (1.6771912214413196) | > amp_scaler: 256.0 (260.1830065359478) | > loss_1: 24.772573471069336 (27.491881149267066) | > grad_norm_1: tensor(213.7368, device='cuda:0') (tensor(427.5215, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8018 (0.8497850914406618) | > loader_time: 0.0119 (0.010039753384060332)  --> TIME: 2025-05-10 20:31:02 -- STEP: 662/725 -- GLOBAL_STEP: 272000 | > loss_disc: 2.2365546226501465 (2.2163895307350714) | > loss_disc_real_0: 0.14703570306301117 (0.1400650718961237) | > loss_disc_real_1: 0.17683187127113342 (0.19197142601373332) | > loss_disc_real_2: 0.18593694269657135 (0.18992200446543006) | > loss_disc_real_3: 0.23801735043525696 (0.20615181009484915) | > loss_disc_real_4: 0.18350914120674133 (0.19617517320636169) | > loss_disc_real_5: 0.21839867532253265 (0.20702415191514978) | > loss_0: 2.2365546226501465 (2.2163895307350714) | > grad_norm_0: tensor(12.9779, device='cuda:0') (tensor(21.8432, device='cuda:0')) | > loss_gen: 2.752650260925293 (2.7542451270757504) | > loss_kl: 1.782025694847107 (1.7094246179675767) | > loss_feat: 8.448454856872559 (8.205427018537264) | > loss_mel: 12.28250789642334 (13.140665535480235) | > loss_duration: 1.6974824666976929 (1.6775303272322233) | > amp_scaler: 256.0 (259.86706948640483) | > loss_1: 26.963123321533203 (27.487292560565873) | > grad_norm_1: tensor(287.6192, device='cuda:0') (tensor(430.3106, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8867 (0.8493142426914317) | > loader_time: 0.0099 (0.010069135812834305) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_272000.pth  --> TIME: 2025-05-10 20:31:48 -- STEP: 712/725 -- GLOBAL_STEP: 272050 | > loss_disc: 2.2491683959960938 (2.2153449992785275) | > loss_disc_real_0: 0.11611157655715942 (0.13975704560746974) | > loss_disc_real_1: 0.18888194859027863 (0.19172505511159307) | > loss_disc_real_2: 0.20436814427375793 (0.18981149292477723) | > loss_disc_real_3: 0.2513900697231293 (0.2062048601677243) | > loss_disc_real_4: 0.2165510356426239 (0.1962534369524107) | > loss_disc_real_5: 0.21938692033290863 (0.20711662743784742) | > loss_0: 2.2491683959960938 (2.2153449992785275) | > grad_norm_0: tensor(20.2863, device='cuda:0') (tensor(21.8356, device='cuda:0')) | > loss_gen: 2.575958013534546 (2.7543338959136725) | > loss_kl: 1.7823662757873535 (1.7087457809555398) | > loss_feat: 7.375768184661865 (8.20613596546516) | > loss_mel: 11.41928768157959 (13.138763016529298) | > loss_duration: 1.6734901666641235 (1.677275367332309) | > amp_scaler: 256.0 (259.5955056179774) | > loss_1: 24.826871871948242 (27.48525396893534) | > grad_norm_1: tensor(503.6404, device='cuda:0') (tensor(433.6630, device='cuda:0')) | > current_lr_0: 0.0001923737196522535 | > current_lr_1: 0.0001923737196522535 | > step_time: 0.8246 (0.8495367480797712) | > loader_time: 0.0104 (0.010126516055525015)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2345423698425293 (2.2345423698425293) | > loss_disc_real_0: 0.14702631533145905 (0.14702631533145905) | > loss_disc_real_1: 0.17312294244766235 (0.17312294244766235) | > loss_disc_real_2: 0.23608924448490143 (0.23608924448490143) | > loss_disc_real_3: 0.1927725225687027 (0.1927725225687027) | > loss_disc_real_4: 0.23086480796337128 (0.23086480796337128) | > loss_disc_real_5: 0.2095974236726761 (0.2095974236726761) | > loss_0: 2.2345423698425293 (2.2345423698425293) | > loss_gen: 2.9555587768554688 (2.9555587768554688) | > loss_kl: 2.2862722873687744 (2.2862722873687744) | > loss_feat: 9.391441345214844 (9.391441345214844) | > loss_mel: 13.31994915008545 (13.31994915008545) | > loss_duration: 1.7136284112930298 (1.7136284112930298) | > loss_1: 29.66684913635254 (29.66684913635254)  --> STEP: 1 | > loss_disc: 2.2425780296325684 (2.2425780296325684) | > loss_disc_real_0: 0.14647531509399414 (0.14647531509399414) | > loss_disc_real_1: 0.16350115835666656 (0.16350115835666656) | > loss_disc_real_2: 0.23332597315311432 (0.23332597315311432) | > loss_disc_real_3: 0.2013968974351883 (0.2013968974351883) | > loss_disc_real_4: 0.23549917340278625 (0.23549917340278625) | > loss_disc_real_5: 0.24866829812526703 (0.24866829812526703) | > loss_0: 2.2425780296325684 (2.2425780296325684) | > loss_gen: 2.9512381553649902 (2.9512381553649902) | > loss_kl: 2.394552230834961 (2.394552230834961) | > loss_feat: 8.380813598632812 (8.380813598632812) | > loss_mel: 14.113096237182617 (14.113096237182617) | > loss_duration: 1.8346946239471436 (1.8346946239471436) | > loss_1: 29.674394607543945 (29.674394607543945)  --> STEP: 2 | > loss_disc: 2.109262228012085 (2.1759201288223267) | > loss_disc_real_0: 0.12954255938529968 (0.1380089372396469) | > loss_disc_real_1: 0.16193294525146484 (0.1627170518040657) | > loss_disc_real_2: 0.23127134144306183 (0.23229865729808807) | > loss_disc_real_3: 0.187883198261261 (0.19464004784822464) | > loss_disc_real_4: 0.21895450353622437 (0.2272268384695053) | > loss_disc_real_5: 0.225149005651474 (0.23690865188837051) | > loss_0: 2.109262228012085 (2.1759201288223267) | > loss_gen: 3.0846056938171387 (3.0179219245910645) | > loss_kl: 1.9002268314361572 (2.147389531135559) | > loss_feat: 9.587449073791504 (8.984131336212158) | > loss_mel: 15.413273811340332 (14.763185024261475) | > loss_duration: 1.8443654775619507 (1.8395300507545471) | > loss_1: 31.82992172241211 (30.752158164978027)  --> STEP: 3 | > loss_disc: 2.1864266395568848 (2.179422299067179) | > loss_disc_real_0: 0.1341056078672409 (0.1367078274488449) | > loss_disc_real_1: 0.19772681593894958 (0.17438697318236032) | > loss_disc_real_2: 0.23923653364181519 (0.2346112827459971) | > loss_disc_real_3: 0.19727373123168945 (0.19551794230937958) | > loss_disc_real_4: 0.22900474071502686 (0.22781947255134583) | > loss_disc_real_5: 0.20645879209041595 (0.22675869862238565) | > loss_0: 2.1864266395568848 (2.179422299067179) | > loss_gen: 3.1523184776306152 (3.062720775604248) | > loss_kl: 1.983336329460144 (2.0927051305770874) | > loss_feat: 9.606548309326172 (9.191603660583496) | > loss_mel: 15.024651527404785 (14.850340525309244) | > loss_duration: 1.827711582183838 (1.8355905612309773) | > loss_1: 31.594566345214844 (31.032960891723633)  --> STEP: 4 | > loss_disc: 2.169133186340332 (2.1768500208854675) | > loss_disc_real_0: 0.13116276264190674 (0.13532156124711037) | > loss_disc_real_1: 0.18063750863075256 (0.1759496070444584) | > loss_disc_real_2: 0.2445131093263626 (0.23708673939108849) | > loss_disc_real_3: 0.16494645178318024 (0.18787506967782974) | > loss_disc_real_4: 0.22789835929870605 (0.22783919423818588) | > loss_disc_real_5: 0.25046220421791077 (0.23268457502126694) | > loss_0: 2.169133186340332 (2.1768500208854675) | > loss_gen: 3.0213325023651123 (3.052373707294464) | > loss_kl: 2.0385751724243164 (2.0791726410388947) | > loss_feat: 9.987799644470215 (9.390652656555176) | > loss_mel: 15.142212867736816 (14.923308610916138) | > loss_duration: 1.7489598989486694 (1.8139328956604004) | > loss_1: 31.938879013061523 (31.259440422058105) --> EVAL PERFORMANCE | > avg_loader_time: 0.2898961305618286 (+0.0035613179206848145) | > avg_loss_disc: 2.1768500208854675 (-0.18628323078155518) | > avg_loss_disc_real_0: 0.13532156124711037 (-0.008749151602387428) | > avg_loss_disc_real_1: 0.1759496070444584 (+0.005970761179924011) | > avg_loss_disc_real_2: 0.23708673939108849 (-0.016153261065483093) | > avg_loss_disc_real_3: 0.18787506967782974 (-0.03162116929888725) | > avg_loss_disc_real_4: 0.22783919423818588 (-0.003078896552324295) | > avg_loss_disc_real_5: 0.23268457502126694 (+0.03229692205786705) | > avg_loss_0: 2.1768500208854675 (-0.18628323078155518) | > avg_loss_gen: 3.052373707294464 (+0.617660403251648) | > avg_loss_kl: 2.0791726410388947 (+0.07325917482376099) | > avg_loss_feat: 9.390652656555176 (+1.9686970710754395) | > avg_loss_mel: 14.923308610916138 (+1.549762487411499) | > avg_loss_duration: 1.8139328956604004 (-0.0018367469310760498) | > avg_loss_1: 31.259440422058105 (+4.207542896270752)  > EPOCH: 312/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 20:32:05)   --> TIME: 2025-05-10 20:32:39 -- STEP: 37/725 -- GLOBAL_STEP: 272100 | > loss_disc: 2.349240303039551 (2.220381421011848) | > loss_disc_real_0: 0.14989522099494934 (0.1383023215709506) | > loss_disc_real_1: 0.19700099527835846 (0.1929481561119492) | > loss_disc_real_2: 0.1988101750612259 (0.19033893258185) | > loss_disc_real_3: 0.19575555622577667 (0.2045457193980346) | > loss_disc_real_4: 0.24979914724826813 (0.19607617726197113) | > loss_disc_real_5: 0.2005663365125656 (0.21409445598318771) | > loss_0: 2.349240303039551 (2.220381421011848) | > grad_norm_0: tensor(15.3693, device='cuda:0') (tensor(19.8412, device='cuda:0')) | > loss_gen: 2.5763823986053467 (2.74763974627933) | > loss_kl: 1.8638412952423096 (1.7255901388219885) | > loss_feat: 6.807074069976807 (8.25959538124703) | > loss_mel: 11.17335033416748 (13.153310698431891) | > loss_duration: 1.6742366552352905 (1.6689152910902694) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.09488296508789 (27.555051391189163) | > grad_norm_1: tensor(409.2994, device='cuda:0') (tensor(438.5947, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8551 (0.8474326391477842) | > loader_time: 0.0136 (0.0103362766472069)  --> TIME: 2025-05-10 20:33:22 -- STEP: 87/725 -- GLOBAL_STEP: 272150 | > loss_disc: 2.097930908203125 (2.2071889707411847) | > loss_disc_real_0: 0.12422484159469604 (0.13536389548888153) | > loss_disc_real_1: 0.1614430993795395 (0.19091259097230837) | > loss_disc_real_2: 0.16504712402820587 (0.18923772631705493) | > loss_disc_real_3: 0.1824818253517151 (0.2050606882435152) | > loss_disc_real_4: 0.18919800221920013 (0.19623889662753577) | > loss_disc_real_5: 0.21309667825698853 (0.21018485485137195) | > loss_0: 2.097930908203125 (2.2071889707411847) | > grad_norm_0: tensor(31.8374, device='cuda:0') (tensor(21.5132, device='cuda:0')) | > loss_gen: 2.885096788406372 (2.753071253327117) | > loss_kl: 1.77084219455719 (1.7262527243844394) | > loss_feat: 9.063082695007324 (8.284143842499828) | > loss_mel: 14.530502319335938 (13.229191319695834) | > loss_duration: 1.64777672290802 (1.6723222335179646) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.897302627563477 (27.664981403570067) | > grad_norm_1: tensor(516.6485, device='cuda:0') (tensor(462.4865, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8127 (0.8473616057428822) | > loader_time: 0.0092 (0.010150144840108935)  --> TIME: 2025-05-10 20:34:05 -- STEP: 137/725 -- GLOBAL_STEP: 272200 | > loss_disc: 2.1420302391052246 (2.2050532059077788) | > loss_disc_real_0: 0.1840164065361023 (0.13822119498122348) | > loss_disc_real_1: 0.1989758014678955 (0.18965342630000004) | > loss_disc_real_2: 0.1783168762922287 (0.1888306433484502) | > loss_disc_real_3: 0.22477899491786957 (0.2045612764837098) | > loss_disc_real_4: 0.22622042894363403 (0.19597075292228783) | > loss_disc_real_5: 0.19781500101089478 (0.20873104492678263) | > loss_0: 2.1420302391052246 (2.2050532059077788) | > grad_norm_0: tensor(21.4855, device='cuda:0') (tensor(22.5287, device='cuda:0')) | > loss_gen: 2.9282429218292236 (2.7585458651076267) | > loss_kl: 1.8771405220031738 (1.7249877844413701) | > loss_feat: 9.324090003967285 (8.249857655406869) | > loss_mel: 14.255075454711914 (13.10979741507203) | > loss_duration: 1.6775511503219604 (1.674288450366389) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.062101364135742 (27.517477244356254) | > grad_norm_1: tensor(507.0056, device='cuda:0') (tensor(456.7827, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8207 (0.8477951244716228) | > loader_time: 0.0093 (0.010092068762674822)  --> TIME: 2025-05-10 20:34:48 -- STEP: 187/725 -- GLOBAL_STEP: 272250 | > loss_disc: 2.1189751625061035 (2.2122729576845206) | > loss_disc_real_0: 0.13749024271965027 (0.13857208427420264) | > loss_disc_real_1: 0.18774883449077606 (0.19028300126606124) | > loss_disc_real_2: 0.19007594883441925 (0.19021979141681597) | > loss_disc_real_3: 0.1612764596939087 (0.20511331572570904) | > loss_disc_real_4: 0.17873616516590118 (0.1956506780283974) | > loss_disc_real_5: 0.22559762001037598 (0.20880045132203537) | > loss_0: 2.1189751625061035 (2.2122729576845206) | > grad_norm_0: tensor(22.2694, device='cuda:0') (tensor(23.0045, device='cuda:0')) | > loss_gen: 2.8597187995910645 (2.7510435606706602) | > loss_kl: 1.7108209133148193 (1.7310512218883332) | > loss_feat: 9.291131973266602 (8.211497816809999) | > loss_mel: 14.261634826660156 (13.053839658033397) | > loss_duration: 1.6978737115859985 (1.6758077826729432) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.82118034362793 (27.423240090436476) | > grad_norm_1: tensor(576.4668, device='cuda:0') (tensor(453.6928, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8311 (0.8467885300437399) | > loader_time: 0.01 (0.010129788342644188)  --> TIME: 2025-05-10 20:35:31 -- STEP: 237/725 -- GLOBAL_STEP: 272300 | > loss_disc: 2.18093204498291 (2.212557107587403) | > loss_disc_real_0: 0.11672177165746689 (0.13864046017706136) | > loss_disc_real_1: 0.19293072819709778 (0.19012717883798136) | > loss_disc_real_2: 0.19467230141162872 (0.19056247300488038) | > loss_disc_real_3: 0.20495186746120453 (0.20548215112354182) | > loss_disc_real_4: 0.22804568707942963 (0.1958795300515895) | > loss_disc_real_5: 0.21118979156017303 (0.20873713744843558) | > loss_0: 2.18093204498291 (2.212557107587403) | > grad_norm_0: tensor(10.4088, device='cuda:0') (tensor(22.3869, device='cuda:0')) | > loss_gen: 2.8883910179138184 (2.7503699572277482) | > loss_kl: 1.9465125799179077 (1.7345247439694305) | > loss_feat: 8.479557037353516 (8.22411493510637) | > loss_mel: 14.637215614318848 (13.068789787936307) | > loss_duration: 1.6519793272018433 (1.6757366788035204) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.603656768798828 (27.453536158372582) | > grad_norm_1: tensor(296.3873, device='cuda:0') (tensor(448.6671, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8053 (0.8468074667805862) | > loader_time: 0.0091 (0.01003474122864285)  --> TIME: 2025-05-10 20:36:14 -- STEP: 287/725 -- GLOBAL_STEP: 272350 | > loss_disc: 2.122628927230835 (2.2200657582033796) | > loss_disc_real_0: 0.12858621776103973 (0.1435659976111471) | > loss_disc_real_1: 0.19573643803596497 (0.19003525407472133) | > loss_disc_real_2: 0.1886555403470993 (0.19029033163283346) | > loss_disc_real_3: 0.18438933789730072 (0.20729290831587452) | > loss_disc_real_4: 0.1900888979434967 (0.19585588922276315) | > loss_disc_real_5: 0.1990361213684082 (0.20922235267087566) | > loss_0: 2.122628927230835 (2.2200657582033796) | > grad_norm_0: tensor(45.9395, device='cuda:0') (tensor(22.2359, device='cuda:0')) | > loss_gen: 2.835855007171631 (2.7485013888688052) | > loss_kl: 1.646655797958374 (1.7256921749912488) | > loss_feat: 9.01841926574707 (8.229130510669137) | > loss_mel: 14.301591873168945 (13.106907834574733) | > loss_duration: 1.6999802589416504 (1.6760336389109654) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.50250244140625 (27.486265581243956) | > grad_norm_1: tensor(708.0687, device='cuda:0') (tensor(435.7137, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8094 (0.8448623530956098) | > loader_time: 0.0107 (0.010008374988409705)  --> TIME: 2025-05-10 20:36:57 -- STEP: 337/725 -- GLOBAL_STEP: 272400 | > loss_disc: 2.0660037994384766 (2.222825010735485) | > loss_disc_real_0: 0.09593628346920013 (0.14377900683915226) | > loss_disc_real_1: 0.19117406010627747 (0.19017200295755352) | > loss_disc_real_2: 0.15083473920822144 (0.190483240106693) | > loss_disc_real_3: 0.1839362233877182 (0.20733462411147552) | > loss_disc_real_4: 0.17670631408691406 (0.1963588376957868) | > loss_disc_real_5: 0.24829649925231934 (0.20960807185675348) | > loss_0: 2.0660037994384766 (2.222825010735485) | > grad_norm_0: tensor(30.6036, device='cuda:0') (tensor(21.8413, device='cuda:0')) | > loss_gen: 2.8911964893341064 (2.746271668980314) | > loss_kl: 1.5922961235046387 (1.725781127677827) | > loss_feat: 9.293397903442383 (8.223773877061797) | > loss_mel: 14.576810836791992 (13.103989018177073) | > loss_duration: 1.6554336547851562 (1.6748179940158614) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.009136199951172 (27.474633729068746) | > grad_norm_1: tensor(588.3847, device='cuda:0') (tensor(425.5377, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8779 (0.844887836750608) | > loader_time: 0.0101 (0.009944909404222626)  --> TIME: 2025-05-10 20:37:40 -- STEP: 387/725 -- GLOBAL_STEP: 272450 | > loss_disc: 2.148313522338867 (2.223576613482884) | > loss_disc_real_0: 0.13846056163311005 (0.14308552750090306) | > loss_disc_real_1: 0.20206455886363983 (0.19070883522662085) | > loss_disc_real_2: 0.18403756618499756 (0.190668111931754) | > loss_disc_real_3: 0.2070942223072052 (0.20709215816909338) | > loss_disc_real_4: 0.22265096008777618 (0.1963786344580564) | > loss_disc_real_5: 0.21583011746406555 (0.20959120723166214) | > loss_0: 2.148313522338867 (2.223576613482884) | > grad_norm_0: tensor(23.0999, device='cuda:0') (tensor(21.3873, device='cuda:0')) | > loss_gen: 2.878084659576416 (2.741623758345612) | > loss_kl: 1.7016499042510986 (1.7275566210734443) | > loss_feat: 7.889463901519775 (8.193617432616486) | > loss_mel: 12.191970825195312 (13.094858852159765) | > loss_duration: 1.7514021396636963 (1.6747847139373313) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.41257095336914 (27.432441415712816) | > grad_norm_1: tensor(508.3704, device='cuda:0') (tensor(417.8707, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8574 (0.8464865536652796) | > loader_time: 0.0097 (0.009942238953070446)  --> TIME: 2025-05-10 20:38:24 -- STEP: 437/725 -- GLOBAL_STEP: 272500 | > loss_disc: 2.169177293777466 (2.2224982499530697) | > loss_disc_real_0: 0.12193193286657333 (0.14239545466561598) | > loss_disc_real_1: 0.19377568364143372 (0.19077492220587264) | > loss_disc_real_2: 0.195312961935997 (0.1904929847002575) | > loss_disc_real_3: 0.22916863858699799 (0.20705646116209794) | > loss_disc_real_4: 0.19028660655021667 (0.1964755553061684) | > loss_disc_real_5: 0.2349538803100586 (0.20972616520435375) | > loss_0: 2.169177293777466 (2.2224982499530697) | > grad_norm_0: tensor(20.5456, device='cuda:0') (tensor(21.1231, device='cuda:0')) | > loss_gen: 2.8224456310272217 (2.740505904845843) | > loss_kl: 1.4809458255767822 (1.728710833348726) | > loss_feat: 8.668089866638184 (8.18998487699496) | > loss_mel: 13.400800704956055 (13.088759642716681) | > loss_duration: 1.635396957397461 (1.6747035696522874) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.00767707824707 (27.422664869295378) | > grad_norm_1: tensor(488.4969, device='cuda:0') (tensor(413.9128, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.884 (0.8464228512220581) | > loader_time: 0.0105 (0.009967043961758484)  --> TIME: 2025-05-10 20:39:07 -- STEP: 487/725 -- GLOBAL_STEP: 272550 | > loss_disc: 2.2403135299682617 (2.221764961062514) | > loss_disc_real_0: 0.10383760184049606 (0.14220806939462358) | > loss_disc_real_1: 0.2195674031972885 (0.19065128468757295) | > loss_disc_real_2: 0.1947828233242035 (0.190398536913204) | > loss_disc_real_3: 0.21609856188297272 (0.20702665542430213) | > loss_disc_real_4: 0.19264686107635498 (0.19647349050035223) | > loss_disc_real_5: 0.19415156543254852 (0.20957715417692555) | > loss_0: 2.2403135299682617 (2.221764961062514) | > grad_norm_0: tensor(17.8231, device='cuda:0') (tensor(21.2279, device='cuda:0')) | > loss_gen: 2.697650909423828 (2.741388483948287) | > loss_kl: 1.6180063486099243 (1.7272581824042224) | > loss_feat: 8.591034889221191 (8.196890785953592) | > loss_mel: 13.736929893493652 (13.100227608573025) | > loss_duration: 1.6788690090179443 (1.675319118176643) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.322492599487305 (27.44108426056848) | > grad_norm_1: tensor(575.5888, device='cuda:0') (tensor(415.0562, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.816 (0.8465535914873441) | > loader_time: 0.0093 (0.009944238701885008)  --> TIME: 2025-05-10 20:39:49 -- STEP: 537/725 -- GLOBAL_STEP: 272600 | > loss_disc: 2.194378137588501 (2.2201726947194795) | > loss_disc_real_0: 0.10547302663326263 (0.14176349801113694) | > loss_disc_real_1: 0.19891658425331116 (0.1907171215757977) | > loss_disc_real_2: 0.1881430745124817 (0.1903624452747668) | > loss_disc_real_3: 0.1946413666009903 (0.20667891731586313) | > loss_disc_real_4: 0.18713684380054474 (0.1965142041444778) | > loss_disc_real_5: 0.203927144408226 (0.2092090546529831) | > loss_0: 2.194378137588501 (2.2201726947194795) | > grad_norm_0: tensor(11.3636, device='cuda:0') (tensor(21.1105, device='cuda:0')) | > loss_gen: 2.671509027481079 (2.742315077914872) | > loss_kl: 1.6442821025848389 (1.7245559992070971) | > loss_feat: 7.896263122558594 (8.200202893944425) | > loss_mel: 12.514130592346191 (13.108590379995567) | > loss_duration: 1.6878995895385742 (1.676062509556279) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.414085388183594 (27.451726977385622) | > grad_norm_1: tensor(281.4198, device='cuda:0') (tensor(413.1897, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8423 (0.8462542883732689) | > loader_time: 0.0091 (0.009915188482131826)  --> TIME: 2025-05-10 20:40:32 -- STEP: 587/725 -- GLOBAL_STEP: 272650 | > loss_disc: 2.2855658531188965 (2.219181870683086) | > loss_disc_real_0: 0.15930478274822235 (0.1416013797513467) | > loss_disc_real_1: 0.1860702782869339 (0.19076557018281648) | > loss_disc_real_2: 0.18093925714492798 (0.19017835646816983) | > loss_disc_real_3: 0.23894961178302765 (0.20670657778821977) | > loss_disc_real_4: 0.2179974764585495 (0.19656474667472768) | > loss_disc_real_5: 0.17800115048885345 (0.2090826976593756) | > loss_0: 2.2855658531188965 (2.219181870683086) | > grad_norm_0: tensor(19.7580, device='cuda:0') (tensor(20.8099, device='cuda:0')) | > loss_gen: 2.5739941596984863 (2.7422611709347775) | > loss_kl: 1.612277626991272 (1.7268521714657281) | > loss_feat: 7.9085283279418945 (8.198421652109905) | > loss_mel: 12.95590591430664 (13.103022347926279) | > loss_duration: 1.6746184825897217 (1.675609776271061) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.725322723388672 (27.446167226138265) | > grad_norm_1: tensor(501.8891, device='cuda:0') (tensor(405.7112, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8632 (0.8459554729916575) | > loader_time: 0.0097 (0.00990992550955518)  --> TIME: 2025-05-10 20:41:15 -- STEP: 637/725 -- GLOBAL_STEP: 272700 | > loss_disc: 2.2215709686279297 (2.218376661956402) | > loss_disc_real_0: 0.10551898926496506 (0.14114762227426692) | > loss_disc_real_1: 0.19481167197227478 (0.1908921948641397) | > loss_disc_real_2: 0.1854190081357956 (0.1900755103379255) | > loss_disc_real_3: 0.20982393622398376 (0.206597797256811) | > loss_disc_real_4: 0.2055359035730362 (0.19663695198026146) | > loss_disc_real_5: 0.22595220804214478 (0.2091356578342956) | > loss_0: 2.2215709686279297 (2.218376661956402) | > grad_norm_0: tensor(10.6960, device='cuda:0') (tensor(20.8237, device='cuda:0')) | > loss_gen: 2.786726951599121 (2.743933206450433) | > loss_kl: 1.7967565059661865 (1.7277057271924454) | > loss_feat: 7.553920745849609 (8.201724223102463) | > loss_mel: 12.760634422302246 (13.107320784025328) | > loss_duration: 1.6561864614486694 (1.6754374762344975) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.554227828979492 (27.456121534530173) | > grad_norm_1: tensor(261.7980, device='cuda:0') (tensor(405.1654, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8341 (0.845495767458642) | > loader_time: 0.0107 (0.00991394942746245)  --> TIME: 2025-05-10 20:41:58 -- STEP: 687/725 -- GLOBAL_STEP: 272750 | > loss_disc: 2.1681299209594727 (2.2185974377905593) | > loss_disc_real_0: 0.15337520837783813 (0.14092438789477663) | > loss_disc_real_1: 0.20350921154022217 (0.19121822220269236) | > loss_disc_real_2: 0.1962827444076538 (0.19015901604073554) | > loss_disc_real_3: 0.18716269731521606 (0.2065640846714702) | > loss_disc_real_4: 0.1916796863079071 (0.19657817606582392) | > loss_disc_real_5: 0.19487309455871582 (0.2089183563705442) | > loss_0: 2.1681299209594727 (2.2185974377905593) | > grad_norm_0: tensor(29.9562, device='cuda:0') (tensor(20.8386, device='cuda:0')) | > loss_gen: 2.8232338428497314 (2.743549097399871) | > loss_kl: 1.6991947889328003 (1.727592341938046) | > loss_feat: 8.371511459350586 (8.192644154661082) | > loss_mel: 12.345706939697266 (13.101953126110537) | > loss_duration: 1.6890013217926025 (1.675417697065263) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.928647994995117 (27.441156531699) | > grad_norm_1: tensor(636.2968, device='cuda:0') (tensor(402.7967, device='cuda:0')) | > current_lr_0: 0.00019234967293729698 | > current_lr_1: 0.00019234967293729698 | > step_time: 0.8698 (0.844912689325591) | > loader_time: 0.0104 (0.00992687161485874)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1604819297790527 (2.1604819297790527) | > loss_disc_real_0: 0.08361676335334778 (0.08361676335334778) | > loss_disc_real_1: 0.19189873337745667 (0.19189873337745667) | > loss_disc_real_2: 0.17053289711475372 (0.17053289711475372) | > loss_disc_real_3: 0.22441621124744415 (0.22441621124744415) | > loss_disc_real_4: 0.2767184376716614 (0.2767184376716614) | > loss_disc_real_5: 0.20870532095432281 (0.20870532095432281) | > loss_0: 2.1604819297790527 (2.1604819297790527) | > loss_gen: 2.753237247467041 (2.753237247467041) | > loss_kl: 1.9803615808486938 (1.9803615808486938) | > loss_feat: 9.032238960266113 (9.032238960266113) | > loss_mel: 14.510568618774414 (14.510568618774414) | > loss_duration: 1.718047857284546 (1.718047857284546) | > loss_1: 29.994455337524414 (29.994455337524414)  --> STEP: 1 | > loss_disc: 2.3260889053344727 (2.3260889053344727) | > loss_disc_real_0: 0.0961746796965599 (0.0961746796965599) | > loss_disc_real_1: 0.19713374972343445 (0.19713374972343445) | > loss_disc_real_2: 0.1792660504579544 (0.1792660504579544) | > loss_disc_real_3: 0.2229408323764801 (0.2229408323764801) | > loss_disc_real_4: 0.2898770272731781 (0.2898770272731781) | > loss_disc_real_5: 0.2362658828496933 (0.2362658828496933) | > loss_0: 2.3260889053344727 (2.3260889053344727) | > loss_gen: 2.5551042556762695 (2.5551042556762695) | > loss_kl: 2.0955893993377686 (2.0955893993377686) | > loss_feat: 7.956943988800049 (7.956943988800049) | > loss_mel: 13.52130126953125 (13.52130126953125) | > loss_duration: 1.8167765140533447 (1.8167765140533447) | > loss_1: 27.94571304321289 (27.94571304321289)  --> STEP: 2 | > loss_disc: 2.274197578430176 (2.300143241882324) | > loss_disc_real_0: 0.09641480445861816 (0.09629474207758904) | > loss_disc_real_1: 0.21882078051567078 (0.2079772651195526) | > loss_disc_real_2: 0.18482741713523865 (0.18204673379659653) | > loss_disc_real_3: 0.2292472869157791 (0.2260940596461296) | > loss_disc_real_4: 0.27352210879325867 (0.2816995680332184) | > loss_disc_real_5: 0.23185515403747559 (0.23406051844358444) | > loss_0: 2.274197578430176 (2.300143241882324) | > loss_gen: 2.63533878326416 (2.595221519470215) | > loss_kl: 1.9744987487792969 (2.0350440740585327) | > loss_feat: 8.390475273132324 (8.173709630966187) | > loss_mel: 14.317061424255371 (13.91918134689331) | > loss_duration: 1.8544020652770996 (1.8355892896652222) | > loss_1: 29.171777725219727 (28.55874538421631)  --> STEP: 3 | > loss_disc: 2.247750759124756 (2.2826790809631348) | > loss_disc_real_0: 0.09647361189126968 (0.09635436534881592) | > loss_disc_real_1: 0.1974882036447525 (0.20448091129461923) | > loss_disc_real_2: 0.17091578245162964 (0.17833641668160757) | > loss_disc_real_3: 0.22550661861896515 (0.2258982459704081) | > loss_disc_real_4: 0.2802208960056305 (0.28120667735735577) | > loss_disc_real_5: 0.22899580001831055 (0.23237227896849313) | > loss_0: 2.247750759124756 (2.2826790809631348) | > loss_gen: 2.6350555419921875 (2.608499526977539) | > loss_kl: 2.015225410461426 (2.028437852859497) | > loss_feat: 9.21408462524414 (8.520501295725504) | > loss_mel: 14.5161714553833 (14.118178049723307) | > loss_duration: 1.8114632368087769 (1.827547272046407) | > loss_1: 30.191999435424805 (29.10316340128581)  --> STEP: 4 | > loss_disc: 2.37599515914917 (2.3060081005096436) | > loss_disc_real_0: 0.11436662822961807 (0.10085743106901646) | > loss_disc_real_1: 0.2135552316904068 (0.20674949139356613) | > loss_disc_real_2: 0.19546790421009064 (0.18261928856372833) | > loss_disc_real_3: 0.23625856637954712 (0.22848832607269287) | > loss_disc_real_4: 0.26952028274536133 (0.27828507870435715) | > loss_disc_real_5: 0.26041969656944275 (0.23938413336873055) | > loss_0: 2.37599515914917 (2.3060081005096436) | > loss_gen: 2.470343589782715 (2.573960542678833) | > loss_kl: 1.9113787412643433 (1.9991730749607086) | > loss_feat: 7.209885597229004 (8.19284737110138) | > loss_mel: 12.5012788772583 (13.713953256607056) | > loss_duration: 1.7446876764297485 (1.8068323731422424) | > loss_1: 25.837575912475586 (28.286766529083252) --> EVAL PERFORMANCE | > avg_loader_time: 0.27876603603363037 (-0.011130094528198242) | > avg_loss_disc: 2.3060081005096436 (+0.12915807962417603) | > avg_loss_disc_real_0: 0.10085743106901646 (-0.03446413017809391) | > avg_loss_disc_real_1: 0.20674949139356613 (+0.030799884349107742) | > avg_loss_disc_real_2: 0.18261928856372833 (-0.05446745082736015) | > avg_loss_disc_real_3: 0.22848832607269287 (+0.04061325639486313) | > avg_loss_disc_real_4: 0.27828507870435715 (+0.050445884466171265) | > avg_loss_disc_real_5: 0.23938413336873055 (+0.006699558347463608) | > avg_loss_0: 2.3060081005096436 (+0.12915807962417603) | > avg_loss_gen: 2.573960542678833 (-0.4784131646156311) | > avg_loss_kl: 1.9991730749607086 (-0.07999956607818604) | > avg_loss_feat: 8.19284737110138 (-1.1978052854537964) | > avg_loss_mel: 13.713953256607056 (-1.209355354309082) | > avg_loss_duration: 1.8068323731422424 (-0.007100522518157959) | > avg_loss_1: 28.286766529083252 (-2.9726738929748535)  > EPOCH: 313/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 20:42:37)   --> TIME: 2025-05-10 20:42:49 -- STEP: 12/725 -- GLOBAL_STEP: 272800 | > loss_disc: 2.0474581718444824 (2.2837756673494973) | > loss_disc_real_0: 0.09492834657430649 (0.14860879443585873) | > loss_disc_real_1: 0.19745804369449615 (0.20041745901107788) | > loss_disc_real_2: 0.16276226937770844 (0.19850069160262743) | > loss_disc_real_3: 0.15894395112991333 (0.20863683645923933) | > loss_disc_real_4: 0.19089098274707794 (0.20333834365010262) | > loss_disc_real_5: 0.1843061000108719 (0.21379628777503967) | > loss_0: 2.0474581718444824 (2.2837756673494973) | > grad_norm_0: tensor(11.9261, device='cuda:0') (tensor(20.1630, device='cuda:0')) | > loss_gen: 2.78035569190979 (2.672682007153829) | > loss_kl: 1.6706722974777222 (1.7034741342067719) | > loss_feat: 9.961708068847656 (7.658628026644389) | > loss_mel: 14.719820976257324 (12.70424485206604) | > loss_duration: 1.6934099197387695 (1.6779486536979675) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.825965881347656 (26.416977087656658) | > grad_norm_1: tensor(57.9527, device='cuda:0') (tensor(345.5721, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8413 (0.832885225613912) | > loader_time: 0.0088 (0.009552021821339924)  --> TIME: 2025-05-10 20:43:32 -- STEP: 62/725 -- GLOBAL_STEP: 272850 | > loss_disc: 2.1345129013061523 (2.2325269099204776) | > loss_disc_real_0: 0.08986593782901764 (0.1386677686485552) | > loss_disc_real_1: 0.15203621983528137 (0.19317655433570186) | > loss_disc_real_2: 0.1864846795797348 (0.19115782408945023) | > loss_disc_real_3: 0.20362702012062073 (0.20896237439686252) | > loss_disc_real_4: 0.1535845249891281 (0.1977274840877902) | > loss_disc_real_5: 0.18523873388767242 (0.21008458421114953) | > loss_0: 2.1345129013061523 (2.2325269099204776) | > grad_norm_0: tensor(25.4057, device='cuda:0') (tensor(19.8567, device='cuda:0')) | > loss_gen: 2.9449503421783447 (2.712872762833873) | > loss_kl: 1.6271612644195557 (1.6891181045962917) | > loss_feat: 10.037271499633789 (8.06820742545589) | > loss_mel: 15.402132987976074 (12.984685344080772) | > loss_duration: 1.725970983505249 (1.6733810786278016) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.73748779296875 (27.12826479634931) | > grad_norm_1: tensor(398.3220, device='cuda:0') (tensor(386.5935, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8496 (0.8502076133604972) | > loader_time: 0.0098 (0.00980142624147477)  --> TIME: 2025-05-10 20:44:16 -- STEP: 112/725 -- GLOBAL_STEP: 272900 | > loss_disc: 2.265019416809082 (2.2181866232837955) | > loss_disc_real_0: 0.17773327231407166 (0.13864819858489294) | > loss_disc_real_1: 0.18359880149364471 (0.1923439335078001) | > loss_disc_real_2: 0.20644421875476837 (0.18956261261233262) | > loss_disc_real_3: 0.2105470597743988 (0.20655628759413958) | > loss_disc_real_4: 0.2459726482629776 (0.1978566351213625) | > loss_disc_real_5: 0.20404323935508728 (0.20768744671451195) | > loss_0: 2.265019416809082 (2.2181866232837955) | > grad_norm_0: tensor(30.7695, device='cuda:0') (tensor(21.4315, device='cuda:0')) | > loss_gen: 2.9304356575012207 (2.740878862994059) | > loss_kl: 1.6087419986724854 (1.7028296025735992) | > loss_feat: 8.511087417602539 (8.184019829545703) | > loss_mel: 13.915061950683594 (13.165044290678841) | > loss_duration: 1.684960126876831 (1.6768644803336687) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.650285720825195 (27.46963710444314) | > grad_norm_1: tensor(538.3842, device='cuda:0') (tensor(407.2787, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8403 (0.8556673675775528) | > loader_time: 0.0097 (0.009784630366734099)  --> TIME: 2025-05-10 20:44:59 -- STEP: 162/725 -- GLOBAL_STEP: 272950 | > loss_disc: 2.3581812381744385 (2.21240312964828) | > loss_disc_real_0: 0.12770017981529236 (0.1382859674408848) | > loss_disc_real_1: 0.20270222425460815 (0.19202774680323076) | > loss_disc_real_2: 0.20174798369407654 (0.18883495005192577) | > loss_disc_real_3: 0.20352403819561005 (0.20615346159464049) | > loss_disc_real_4: 0.2071806788444519 (0.19671061469448936) | > loss_disc_real_5: 0.20724308490753174 (0.20783816360765034) | > loss_0: 2.3581812381744385 (2.21240312964828) | > grad_norm_0: tensor(16.3876, device='cuda:0') (tensor(20.3572, device='cuda:0')) | > loss_gen: 2.4549009799957275 (2.7448879539230733) | > loss_kl: 1.8728054761886597 (1.7179020996446963) | > loss_feat: 6.982838153839111 (8.246724464275218) | > loss_mel: 11.651110649108887 (13.16907595999447) | > loss_duration: 1.6315795183181763 (1.677388540756555) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.59323501586914 (27.555979010499556) | > grad_norm_1: tensor(412.7648, device='cuda:0') (tensor(396.4411, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8402 (0.8531256413754121) | > loader_time: 0.0095 (0.009810421201917862)  --> TIME: 2025-05-10 20:45:43 -- STEP: 212/725 -- GLOBAL_STEP: 273000 | > loss_disc: 2.1700351238250732 (2.210565638992021) | > loss_disc_real_0: 0.12265172600746155 (0.1381950531295448) | > loss_disc_real_1: 0.20802079141139984 (0.19167004539719174) | > loss_disc_real_2: 0.20889049768447876 (0.18878598518247874) | > loss_disc_real_3: 0.2284962236881256 (0.20548588374875626) | > loss_disc_real_4: 0.19830846786499023 (0.19659596555075556) | > loss_disc_real_5: 0.17414282262325287 (0.20758526167779598) | > loss_0: 2.1700351238250732 (2.210565638992021) | > grad_norm_0: tensor(19.6234, device='cuda:0') (tensor(20.4855, device='cuda:0')) | > loss_gen: 2.770481586456299 (2.7534043586479044) | > loss_kl: 1.631723403930664 (1.7264168549258754) | > loss_feat: 8.844491958618164 (8.27416364651806) | > loss_mel: 13.486328125 (13.173004649720102) | > loss_duration: 1.6662945747375488 (1.6772292644347782) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.39931869506836 (27.604218725888234) | > grad_norm_1: tensor(582.8865, device='cuda:0') (tensor(402.5036, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8335 (0.853405754521208) | > loader_time: 0.0097 (0.009868636446179089) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_273000.pth  --> TIME: 2025-05-10 20:46:28 -- STEP: 262/725 -- GLOBAL_STEP: 273050 | > loss_disc: 2.188365936279297 (2.2170335664093948) | > loss_disc_real_0: 0.1659010648727417 (0.13878894295856248) | > loss_disc_real_1: 0.19773109257221222 (0.19187695151976963) | > loss_disc_real_2: 0.1932302713394165 (0.18917823287139413) | > loss_disc_real_3: 0.20687592029571533 (0.2055646259024853) | > loss_disc_real_4: 0.17830383777618408 (0.19681125071667532) | > loss_disc_real_5: 0.22400325536727905 (0.20853226415756096) | > loss_0: 2.188365936279297 (2.2170335664093948) | > grad_norm_0: tensor(31.9716, device='cuda:0') (tensor(20.5718, device='cuda:0')) | > loss_gen: 2.8892130851745605 (2.7427358836618088) | > loss_kl: 1.7290507555007935 (1.7237422106830218) | > loss_feat: 8.809972763061523 (8.199151213842496) | > loss_mel: 13.594247817993164 (13.070973727539295) | > loss_duration: 1.671036720275879 (1.6781044702493506) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.693519592285156 (27.41470748959607) | > grad_norm_1: tensor(506.8763, device='cuda:0') (tensor(401.0891, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8812 (0.8513669694652994) | > loader_time: 0.0102 (0.00991174009920077)  --> TIME: 2025-05-10 20:47:11 -- STEP: 312/725 -- GLOBAL_STEP: 273100 | > loss_disc: 2.2011330127716064 (2.2183068471077165) | > loss_disc_real_0: 0.09168830513954163 (0.13995089319845042) | > loss_disc_real_1: 0.17873544991016388 (0.1914361608334076) | > loss_disc_real_2: 0.1913105696439743 (0.18927506429071617) | > loss_disc_real_3: 0.18493758141994476 (0.20571662452167436) | > loss_disc_real_4: 0.17938028275966644 (0.19702259761591753) | > loss_disc_real_5: 0.13565051555633545 (0.20819354702073797) | > loss_0: 2.2011330127716064 (2.2183068471077165) | > grad_norm_0: tensor(14.8596, device='cuda:0') (tensor(21.0120, device='cuda:0')) | > loss_gen: 2.7515103816986084 (2.743055783021145) | > loss_kl: 1.6374218463897705 (1.7215386625283804) | > loss_feat: 9.134018898010254 (8.190398465364408) | > loss_mel: 13.716965675354004 (13.068393679765553) | > loss_duration: 1.6762316226959229 (1.6772086383440556) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.916149139404297 (27.400595218707355) | > grad_norm_1: tensor(219.9896, device='cuda:0') (tensor(399.3745, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8519 (0.8512655580655123) | > loader_time: 0.0098 (0.009930435663614519)  --> TIME: 2025-05-10 20:47:55 -- STEP: 362/725 -- GLOBAL_STEP: 273150 | > loss_disc: 2.137577772140503 (2.2153622103000883) | > loss_disc_real_0: 0.14255885779857635 (0.13943043538466998) | > loss_disc_real_1: 0.19901108741760254 (0.19110646749234322) | > loss_disc_real_2: 0.21244584023952484 (0.1891808117127551) | > loss_disc_real_3: 0.20841513574123383 (0.2054962696950081) | > loss_disc_real_4: 0.201853409409523 (0.19687378888136775) | > loss_disc_real_5: 0.20055681467056274 (0.20840464767006883) | > loss_0: 2.137577772140503 (2.2153622103000883) | > grad_norm_0: tensor(31.9829, device='cuda:0') (tensor(20.7903, device='cuda:0')) | > loss_gen: 3.055184841156006 (2.7435128583433883) | > loss_kl: 2.0235047340393066 (1.7221514648495457) | > loss_feat: 9.787958145141602 (8.193325424721223) | > loss_mel: 15.036690711975098 (13.074386601948607) | > loss_duration: 1.6269173622131348 (1.676394292992123) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.530254364013672 (27.40977064944104) | > grad_norm_1: tensor(447.3683, device='cuda:0') (tensor(392.1288, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8471 (0.8522419797781423) | > loader_time: 0.0102 (0.00991263244692133)  --> TIME: 2025-05-10 20:48:38 -- STEP: 412/725 -- GLOBAL_STEP: 273200 | > loss_disc: 2.1520261764526367 (2.213875571500905) | > loss_disc_real_0: 0.0997714251279831 (0.13891927132979773) | > loss_disc_real_1: 0.20368285477161407 (0.1910567033348731) | > loss_disc_real_2: 0.1981440782546997 (0.18931935676961276) | > loss_disc_real_3: 0.21651409566402435 (0.20527880577352448) | > loss_disc_real_4: 0.1898975372314453 (0.19673877788110844) | > loss_disc_real_5: 0.17463508248329163 (0.20859416675509762) | > loss_0: 2.1520261764526367 (2.213875571500905) | > grad_norm_0: tensor(26.9314, device='cuda:0') (tensor(20.8994, device='cuda:0')) | > loss_gen: 2.8581960201263428 (2.7468261348391043) | > loss_kl: 1.6357308626174927 (1.7248192880917521) | > loss_feat: 9.351263999938965 (8.214427252417623) | > loss_mel: 13.880589485168457 (13.098822063612706) | > loss_duration: 1.6928108930587769 (1.6769328968038837) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.418590545654297 (27.461827629978217) | > grad_norm_1: tensor(439.7833, device='cuda:0') (tensor(393.7469, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8603 (0.8522628736727446) | > loader_time: 0.0106 (0.009892093325124203)  --> TIME: 2025-05-10 20:49:21 -- STEP: 462/725 -- GLOBAL_STEP: 273250 | > loss_disc: 2.280762195587158 (2.213685513574836) | > loss_disc_real_0: 0.15950606763362885 (0.13880571294011504) | > loss_disc_real_1: 0.1910407841205597 (0.19112563471902494) | > loss_disc_real_2: 0.20728616416454315 (0.18951121143577426) | > loss_disc_real_3: 0.22593902051448822 (0.20521852499865872) | > loss_disc_real_4: 0.20066240429878235 (0.19655435638768332) | > loss_disc_real_5: 0.20317798852920532 (0.20852070482391302) | > loss_0: 2.280762195587158 (2.213685513574836) | > grad_norm_0: tensor(18.8910, device='cuda:0') (tensor(20.9320, device='cuda:0')) | > loss_gen: 2.744323968887329 (2.7491831309867627) | > loss_kl: 1.6837902069091797 (1.7215288854264594) | > loss_feat: 7.487453937530518 (8.217972774010196) | > loss_mel: 12.368785858154297 (13.119128900172907) | > loss_duration: 1.7232459783554077 (1.676872746768968) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.007598876953125 (27.48468644691236) | > grad_norm_1: tensor(429.3636, device='cuda:0') (tensor(396.5836, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.7996 (0.8515649497250974) | > loader_time: 0.0133 (0.009897778560588886)  --> TIME: 2025-05-10 20:50:04 -- STEP: 512/725 -- GLOBAL_STEP: 273300 | > loss_disc: 2.1242895126342773 (2.215181712992486) | > loss_disc_real_0: 0.1812746673822403 (0.13879173301393177) | > loss_disc_real_1: 0.1974399834871292 (0.1915476132417097) | > loss_disc_real_2: 0.18538735806941986 (0.18987450574059045) | > loss_disc_real_3: 0.19165299832820892 (0.20538960094563669) | > loss_disc_real_4: 0.20302526652812958 (0.19668014356284402) | > loss_disc_real_5: 0.17206905782222748 (0.20837744223535995) | > loss_0: 2.1242895126342773 (2.215181712992486) | > grad_norm_0: tensor(26.5524, device='cuda:0') (tensor(20.9000, device='cuda:0')) | > loss_gen: 2.9095304012298584 (2.7492021517828107) | > loss_kl: 1.6962847709655762 (1.722034266917035) | > loss_feat: 8.595590591430664 (8.20938664954156) | > loss_mel: 14.103721618652344 (13.119961062446237) | > loss_duration: 1.636243462562561 (1.6774420992005616) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.94137191772461 (27.478026244789362) | > grad_norm_1: tensor(138.6933, device='cuda:0') (tensor(397.8830, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8468 (0.8510939865373075) | > loader_time: 0.0099 (0.00990176247432828)  --> TIME: 2025-05-10 20:50:47 -- STEP: 562/725 -- GLOBAL_STEP: 273350 | > loss_disc: 2.156576633453369 (2.2161742894250698) | > loss_disc_real_0: 0.1475662887096405 (0.1390765343935253) | > loss_disc_real_1: 0.20628762245178223 (0.19165022710994464) | > loss_disc_real_2: 0.18403105437755585 (0.18984141325399123) | > loss_disc_real_3: 0.19443659484386444 (0.20549530140869982) | > loss_disc_real_4: 0.18826550245285034 (0.19689111424828773) | > loss_disc_real_5: 0.1986199915409088 (0.20824536553905532) | > loss_0: 2.156576633453369 (2.2161742894250698) | > grad_norm_0: tensor(18.8168, device='cuda:0') (tensor(21.2783, device='cuda:0')) | > loss_gen: 2.7534255981445312 (2.7497942248273146) | > loss_kl: 1.7235959768295288 (1.7236383797010917) | > loss_feat: 8.251274108886719 (8.208342676060907) | > loss_mel: 13.027711868286133 (13.122539046820375) | > loss_duration: 1.6403424739837646 (1.6773467829643196) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.396350860595703 (27.481661127979645) | > grad_norm_1: tensor(403.4837, device='cuda:0') (tensor(402.1876, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8973 (0.8507079306022126) | > loader_time: 0.0093 (0.00989468496465174)  --> TIME: 2025-05-10 20:51:30 -- STEP: 612/725 -- GLOBAL_STEP: 273400 | > loss_disc: 2.2981975078582764 (2.2153213335797655) | > loss_disc_real_0: 0.14886385202407837 (0.13911415164182395) | > loss_disc_real_1: 0.19839736819267273 (0.19172042330690453) | > loss_disc_real_2: 0.21482020616531372 (0.18972879533771597) | > loss_disc_real_3: 0.2164120376110077 (0.2053358716512817) | > loss_disc_real_4: 0.17852137982845306 (0.1967010585700766) | > loss_disc_real_5: 0.18728943169116974 (0.20823081482956624) | > loss_0: 2.2981975078582764 (2.2153213335797655) | > grad_norm_0: tensor(21.4399, device='cuda:0') (tensor(21.2331, device='cuda:0')) | > loss_gen: 2.6270339488983154 (2.750612345785875) | > loss_kl: 1.6698284149169922 (1.7233232590887282) | > loss_feat: 7.8100905418396 (8.212947811955729) | > loss_mel: 12.009737968444824 (13.119897385827858) | > loss_duration: 1.604968786239624 (1.6769138724585764) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.721660614013672 (27.48369468738829) | > grad_norm_1: tensor(498.3195, device='cuda:0') (tensor(403.9634, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.7998 (0.8506516257142706) | > loader_time: 0.0087 (0.00987992372388154)  --> TIME: 2025-05-10 20:52:13 -- STEP: 662/725 -- GLOBAL_STEP: 273450 | > loss_disc: 2.1805107593536377 (2.2161670559482634) | > loss_disc_real_0: 0.18999029695987701 (0.13922084790297154) | > loss_disc_real_1: 0.17230026423931122 (0.19170585234179596) | > loss_disc_real_2: 0.17715215682983398 (0.18978626098697648) | > loss_disc_real_3: 0.16708965599536896 (0.20531549374502592) | > loss_disc_real_4: 0.18252666294574738 (0.19675580184805438) | > loss_disc_real_5: 0.16162487864494324 (0.2084013992115811) | > loss_0: 2.1805107593536377 (2.2161670559482634) | > grad_norm_0: tensor(29.1348, device='cuda:0') (tensor(21.1227, device='cuda:0')) | > loss_gen: 2.783364772796631 (2.748152028397851) | > loss_kl: 1.7293477058410645 (1.7240427916143597) | > loss_feat: 8.112541198730469 (8.194197786538629) | > loss_mel: 12.894391059875488 (13.109464828341395) | > loss_duration: 1.6866486072540283 (1.6772001382087292) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.2062931060791 (27.453057562836698) | > grad_norm_1: tensor(547.2692, device='cuda:0') (tensor(402.8621, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8842 (0.8499238447840477) | > loader_time: 0.01 (0.00987748004878756)  --> TIME: 2025-05-10 20:52:56 -- STEP: 712/725 -- GLOBAL_STEP: 273500 | > loss_disc: 2.144867420196533 (2.214199511522659) | > loss_disc_real_0: 0.10540035367012024 (0.13917676803101325) | > loss_disc_real_1: 0.20331808924674988 (0.19150560960341034) | > loss_disc_real_2: 0.18702098727226257 (0.18967670995449093) | > loss_disc_real_3: 0.17796888947486877 (0.20522469097978613) | > loss_disc_real_4: 0.1816987693309784 (0.1966978238497893) | > loss_disc_real_5: 0.19356423616409302 (0.20799468355148704) | > loss_0: 2.144867420196533 (2.214199511522659) | > grad_norm_0: tensor(17.9272, device='cuda:0') (tensor(21.3445, device='cuda:0')) | > loss_gen: 2.7282700538635254 (2.750342684850263) | > loss_kl: 1.650529384613037 (1.7246906278508434) | > loss_feat: 8.080333709716797 (8.204212306590563) | > loss_mel: 12.811511039733887 (13.10912717460247) | > loss_duration: 1.664138913154602 (1.6767921484588237) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.934782028198242 (27.465164931972364) | > grad_norm_1: tensor(539.6276, device='cuda:0') (tensor(408.3119, device='cuda:0')) | > current_lr_0: 0.0001923256292281798 | > current_lr_1: 0.0001923256292281798 | > step_time: 0.8387 (0.8497795295179557) | > loader_time: 0.0096 (0.009870088502262418)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.327587366104126 (2.327587366104126) | > loss_disc_real_0: 0.14558996260166168 (0.14558996260166168) | > loss_disc_real_1: 0.1736764907836914 (0.1736764907836914) | > loss_disc_real_2: 0.17532211542129517 (0.17532211542129517) | > loss_disc_real_3: 0.24274280667304993 (0.24274280667304993) | > loss_disc_real_4: 0.30559489130973816 (0.30559489130973816) | > loss_disc_real_5: 0.20994645357131958 (0.20994645357131958) | > loss_0: 2.327587366104126 (2.327587366104126) | > loss_gen: 2.6564760208129883 (2.6564760208129883) | > loss_kl: 1.955331802368164 (1.955331802368164) | > loss_feat: 7.985844612121582 (7.985844612121582) | > loss_mel: 12.752643585205078 (12.752643585205078) | > loss_duration: 1.7085766792297363 (1.7085766792297363) | > loss_1: 27.05887222290039 (27.05887222290039)  --> STEP: 1 | > loss_disc: 2.1948578357696533 (2.1948578357696533) | > loss_disc_real_0: 0.1283053457736969 (0.1283053457736969) | > loss_disc_real_1: 0.16400736570358276 (0.16400736570358276) | > loss_disc_real_2: 0.1544511616230011 (0.1544511616230011) | > loss_disc_real_3: 0.22590312361717224 (0.22590312361717224) | > loss_disc_real_4: 0.3035050332546234 (0.3035050332546234) | > loss_disc_real_5: 0.20728769898414612 (0.20728769898414612) | > loss_0: 2.1948578357696533 (2.1948578357696533) | > loss_gen: 2.7752888202667236 (2.7752888202667236) | > loss_kl: 2.322660446166992 (2.322660446166992) | > loss_feat: 8.688170433044434 (8.688170433044434) | > loss_mel: 14.292649269104004 (14.292649269104004) | > loss_duration: 1.8089354038238525 (1.8089354038238525) | > loss_1: 29.887704849243164 (29.887704849243164)  --> STEP: 2 | > loss_disc: 2.1018998622894287 (2.148378849029541) | > loss_disc_real_0: 0.11293061077594757 (0.12061797827482224) | > loss_disc_real_1: 0.1501813381910324 (0.1570943519473076) | > loss_disc_real_2: 0.15737535059452057 (0.15591325610876083) | > loss_disc_real_3: 0.23928378522396088 (0.23259345442056656) | > loss_disc_real_4: 0.269747257232666 (0.2866261452436447) | > loss_disc_real_5: 0.21047721803188324 (0.20888245850801468) | > loss_0: 2.1018998622894287 (2.148378849029541) | > loss_gen: 2.9076342582702637 (2.8414615392684937) | > loss_kl: 1.954137921333313 (2.1383991837501526) | > loss_feat: 9.811286926269531 (9.249728679656982) | > loss_mel: 15.167844772338867 (14.730247020721436) | > loss_duration: 1.8575047254562378 (1.8332200646400452) | > loss_1: 31.698408126831055 (30.79305648803711)  --> STEP: 3 | > loss_disc: 2.2613186836242676 (2.1860254605611167) | > loss_disc_real_0: 0.13402041792869568 (0.12508545815944672) | > loss_disc_real_1: 0.1755353808403015 (0.16324136157830557) | > loss_disc_real_2: 0.15496504306793213 (0.15559718509515127) | > loss_disc_real_3: 0.27061259746551514 (0.2452665021022161) | > loss_disc_real_4: 0.2876759171485901 (0.28697606921195984) | > loss_disc_real_5: 0.22171686589717865 (0.21316059430440268) | > loss_0: 2.2613186836242676 (2.1860254605611167) | > loss_gen: 2.727018356323242 (2.8033138116200766) | > loss_kl: 1.9694931507110596 (2.0820971727371216) | > loss_feat: 7.693692207336426 (8.73104985555013) | > loss_mel: 13.210713386535645 (14.223735809326172) | > loss_duration: 1.82792329788208 (1.8314544757207234) | > loss_1: 27.4288387298584 (29.671650568644207)  --> STEP: 4 | > loss_disc: 2.337763547897339 (2.223959982395172) | > loss_disc_real_0: 0.16004875302314758 (0.13382628187537193) | > loss_disc_real_1: 0.18008112907409668 (0.16745130345225334) | > loss_disc_real_2: 0.15013004839420319 (0.15423040091991425) | > loss_disc_real_3: 0.2288694828748703 (0.24116724729537964) | > loss_disc_real_4: 0.2652360498905182 (0.2815410643815994) | > loss_disc_real_5: 0.2645682990550995 (0.22601252049207687) | > loss_0: 2.337763547897339 (2.223959982395172) | > loss_gen: 2.6274499893188477 (2.7593478560447693) | > loss_kl: 1.7731969356536865 (2.004872113466263) | > loss_feat: 7.495486736297607 (8.422159075737) | > loss_mel: 13.178207397460938 (13.962353706359863) | > loss_duration: 1.7593753337860107 (1.8134346902370453) | > loss_1: 26.833715438842773 (28.962166786193848) --> EVAL PERFORMANCE | > avg_loader_time: 0.2767626643180847 (-0.0020033717155456543) | > avg_loss_disc: 2.223959982395172 (-0.08204811811447144) | > avg_loss_disc_real_0: 0.13382628187537193 (+0.032968850806355476) | > avg_loss_disc_real_1: 0.16745130345225334 (-0.03929818794131279) | > avg_loss_disc_real_2: 0.15423040091991425 (-0.028388887643814087) | > avg_loss_disc_real_3: 0.24116724729537964 (+0.012678921222686768) | > avg_loss_disc_real_4: 0.2815410643815994 (+0.003255985677242279) | > avg_loss_disc_real_5: 0.22601252049207687 (-0.013371612876653671) | > avg_loss_0: 2.223959982395172 (-0.08204811811447144) | > avg_loss_gen: 2.7593478560447693 (+0.18538731336593628) | > avg_loss_kl: 2.004872113466263 (+0.005699038505554199) | > avg_loss_feat: 8.422159075737 (+0.22931170463562012) | > avg_loss_mel: 13.962353706359863 (+0.24840044975280762) | > avg_loss_duration: 1.8134346902370453 (+0.0066023170948028564) | > avg_loss_1: 28.962166786193848 (+0.6754002571105957)  > EPOCH: 314/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 20:53:13)   --> TIME: 2025-05-10 20:53:47 -- STEP: 37/725 -- GLOBAL_STEP: 273550 | > loss_disc: 2.20821475982666 (2.2070915892317498) | > loss_disc_real_0: 0.1324792504310608 (0.14010419334108765) | > loss_disc_real_1: 0.17841148376464844 (0.19019396804474495) | > loss_disc_real_2: 0.1712227612733841 (0.1890095105847797) | > loss_disc_real_3: 0.1898011714220047 (0.20461748983408953) | > loss_disc_real_4: 0.1948956400156021 (0.19648069103021876) | > loss_disc_real_5: 0.22316394746303558 (0.20671173889894742) | > loss_0: 2.20821475982666 (2.2070915892317498) | > grad_norm_0: tensor(11.4264, device='cuda:0') (tensor(23.7196, device='cuda:0')) | > loss_gen: 2.6550133228302 (2.7463360541575663) | > loss_kl: 1.6755954027175903 (1.7730970124940615) | > loss_feat: 8.224108695983887 (8.25519688064988) | > loss_mel: 12.411712646484375 (13.153351680652515) | > loss_duration: 1.6720203161239624 (1.672789058169803) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.638450622558594 (27.60077074411753) | > grad_norm_1: tensor(216.4289, device='cuda:0') (tensor(439.3595, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8632 (0.846762972909051) | > loader_time: 0.0096 (0.010188759984196844)  --> TIME: 2025-05-10 20:54:31 -- STEP: 87/725 -- GLOBAL_STEP: 273600 | > loss_disc: 2.2885842323303223 (2.200664543557441) | > loss_disc_real_0: 0.10435842722654343 (0.13690072512147075) | > loss_disc_real_1: 0.18387196958065033 (0.19033852168198284) | > loss_disc_real_2: 0.19708311557769775 (0.18861991338346193) | > loss_disc_real_3: 0.20792636275291443 (0.20488375288316574) | > loss_disc_real_4: 0.21101798117160797 (0.19561781160447786) | > loss_disc_real_5: 0.2050897181034088 (0.2064734029358831) | > loss_0: 2.2885842323303223 (2.200664543557441) | > grad_norm_0: tensor(18.2488, device='cuda:0') (tensor(22.2826, device='cuda:0')) | > loss_gen: 2.6433587074279785 (2.764394773834053) | > loss_kl: 1.8578956127166748 (1.7547768601055802) | > loss_feat: 7.8934855461120605 (8.28102338725123) | > loss_mel: 12.06195068359375 (13.218748136498462) | > loss_duration: 1.6555947065353394 (1.6762432736911992) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.11228370666504 (27.69518639575476) | > grad_norm_1: tensor(439.5867, device='cuda:0') (tensor(442.5263, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8312 (0.8545816794209097) | > loader_time: 0.0103 (0.010171687465974653)  --> TIME: 2025-05-10 20:55:14 -- STEP: 137/725 -- GLOBAL_STEP: 273650 | > loss_disc: 2.2528433799743652 (2.203996372048874) | > loss_disc_real_0: 0.13379058241844177 (0.13746145726555467) | > loss_disc_real_1: 0.1869424283504486 (0.1912879618632532) | > loss_disc_real_2: 0.18027237057685852 (0.18891517872357888) | > loss_disc_real_3: 0.2038922905921936 (0.2044166215579875) | > loss_disc_real_4: 0.16870830953121185 (0.19656596555762046) | > loss_disc_real_5: 0.22367946803569794 (0.206161258538274) | > loss_0: 2.2528433799743652 (2.203996372048874) | > grad_norm_0: tensor(17.2351, device='cuda:0') (tensor(22.0841, device='cuda:0')) | > loss_gen: 2.6697964668273926 (2.768623115372484) | > loss_kl: 1.7772331237792969 (1.7351443784950424) | > loss_feat: 7.898591995239258 (8.306462106913546) | > loss_mel: 11.498539924621582 (13.238310932242957) | > loss_duration: 1.668143391609192 (1.676262604059094) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.512306213378906 (27.724803103147632) | > grad_norm_1: tensor(192.9609, device='cuda:0') (tensor(437.7412, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8227 (0.8537187489279864) | > loader_time: 0.0103 (0.01015688207027686)  --> TIME: 2025-05-10 20:55:58 -- STEP: 187/725 -- GLOBAL_STEP: 273700 | > loss_disc: 2.206869602203369 (2.201928074347146) | > loss_disc_real_0: 0.12531432509422302 (0.1379876255510964) | > loss_disc_real_1: 0.1985708326101303 (0.1907919389519462) | > loss_disc_real_2: 0.18719983100891113 (0.18819688300397935) | > loss_disc_real_3: 0.18327659368515015 (0.20447845119524766) | > loss_disc_real_4: 0.17793108522891998 (0.19590658738332636) | > loss_disc_real_5: 0.21037332713603973 (0.2061440905625808) | > loss_0: 2.206869602203369 (2.201928074347146) | > grad_norm_0: tensor(13.9126, device='cuda:0') (tensor(21.7820, device='cuda:0')) | > loss_gen: 2.7815256118774414 (2.763194450082625) | > loss_kl: 1.837753415107727 (1.7308888715856217) | > loss_feat: 8.193008422851562 (8.289907299898525) | > loss_mel: 12.988725662231445 (13.203571737768819) | > loss_duration: 1.70328688621521 (1.677616459163115) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.504301071166992 (27.66517874773811) | > grad_norm_1: tensor(430.7780, device='cuda:0') (tensor(429.9240, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.858 (0.8529590425644328) | > loader_time: 0.01 (0.010133249874420984)  --> TIME: 2025-05-10 20:56:41 -- STEP: 237/725 -- GLOBAL_STEP: 273750 | > loss_disc: 2.2023143768310547 (2.205324289164965) | > loss_disc_real_0: 0.13905426859855652 (0.1395759762968194) | > loss_disc_real_1: 0.1920953243970871 (0.19084769600554358) | > loss_disc_real_2: 0.17605958878993988 (0.188217246331243) | > loss_disc_real_3: 0.19043126702308655 (0.2041872984372111) | > loss_disc_real_4: 0.16399787366390228 (0.1961848687396271) | > loss_disc_real_5: 0.2316664159297943 (0.2058974254231916) | > loss_0: 2.2023143768310547 (2.205324289164965) | > grad_norm_0: tensor(24.3258, device='cuda:0') (tensor(21.9408, device='cuda:0')) | > loss_gen: 2.936060905456543 (2.7658864325108903) | > loss_kl: 1.6950106620788574 (1.7330168369953138) | > loss_feat: 8.552055358886719 (8.286940353329173) | > loss_mel: 13.764395713806152 (13.18052840333448) | > loss_duration: 1.6739271879196167 (1.6769654303160397) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.62145233154297 (27.643337354378357) | > grad_norm_1: tensor(436.3618, device='cuda:0') (tensor(429.7029, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8189 (0.8532758131308896) | > loader_time: 0.0101 (0.010101532634300522)  --> TIME: 2025-05-10 20:57:24 -- STEP: 287/725 -- GLOBAL_STEP: 273800 | > loss_disc: 2.221696615219116 (2.207677166221033) | > loss_disc_real_0: 0.10922522842884064 (0.13965923762279947) | > loss_disc_real_1: 0.18950989842414856 (0.19107159177808403) | > loss_disc_real_2: 0.1714203953742981 (0.1888386067716917) | > loss_disc_real_3: 0.2052607536315918 (0.204779574056951) | > loss_disc_real_4: 0.16920751333236694 (0.1959800781480942) | > loss_disc_real_5: 0.17692382633686066 (0.20629679206564036) | > loss_0: 2.221696615219116 (2.207677166221033) | > grad_norm_0: tensor(24.5206, device='cuda:0') (tensor(21.2450, device='cuda:0')) | > loss_gen: 2.665356159210205 (2.7631308741685814) | > loss_kl: 1.489759087562561 (1.723782761587083) | > loss_feat: 8.666285514831543 (8.27677320686367) | > loss_mel: 13.83992862701416 (13.195470387927335) | > loss_duration: 1.6865007877349854 (1.6769874112531282) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.347829818725586 (27.636144558311756) | > grad_norm_1: tensor(556.3271, device='cuda:0') (tensor(414.1044, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8093 (0.8524249538727338) | > loader_time: 0.01 (0.01006848554577977)  --> TIME: 2025-05-10 20:58:07 -- STEP: 337/725 -- GLOBAL_STEP: 273850 | > loss_disc: 2.1029746532440186 (2.2105292711484315) | > loss_disc_real_0: 0.15490975975990295 (0.14020856655581432) | > loss_disc_real_1: 0.18680649995803833 (0.19141520046869445) | > loss_disc_real_2: 0.18351522088050842 (0.18935738318221143) | > loss_disc_real_3: 0.2131401002407074 (0.20485044113783168) | > loss_disc_real_4: 0.22125108540058136 (0.19620077267775557) | > loss_disc_real_5: 0.16227905452251434 (0.2060701599460682) | > loss_0: 2.1029746532440186 (2.2105292711484315) | > grad_norm_0: tensor(17.7431, device='cuda:0') (tensor(21.5034, device='cuda:0')) | > loss_gen: 2.8643970489501953 (2.7613256706328326) | > loss_kl: 1.684234380722046 (1.7198408902222042) | > loss_feat: 8.717430114746094 (8.26210980882277) | > loss_mel: 13.9672269821167 (13.158796228357875) | > loss_duration: 1.6565967798233032 (1.6765024403789985) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.8898868560791 (27.578574958823907) | > grad_norm_1: tensor(258.1974, device='cuda:0') (tensor(414.7741, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8938 (0.8519428667753316) | > loader_time: 0.01 (0.010019351183837528)  --> TIME: 2025-05-10 20:58:51 -- STEP: 387/725 -- GLOBAL_STEP: 273900 | > loss_disc: 2.2981367111206055 (2.209204136863235) | > loss_disc_real_0: 0.15860232710838318 (0.13970234445284216) | > loss_disc_real_1: 0.19223666191101074 (0.19101970032512067) | > loss_disc_real_2: 0.22447635233402252 (0.18938868390805338) | > loss_disc_real_3: 0.23696991801261902 (0.204703700211313) | > loss_disc_real_4: 0.2252631038427353 (0.19591953680496815) | > loss_disc_real_5: 0.22006525099277496 (0.2065593010772415) | > loss_0: 2.2981367111206055 (2.209204136863235) | > grad_norm_0: tensor(15.4301, device='cuda:0') (tensor(21.2031, device='cuda:0')) | > loss_gen: 2.769805908203125 (2.762336081004572) | > loss_kl: 1.5716094970703125 (1.7226466864578485) | > loss_feat: 7.471001148223877 (8.25844927598032) | > loss_mel: 12.375622749328613 (13.1526195023411) | > loss_duration: 1.7509732246398926 (1.6763558224498147) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.939010620117188 (27.572407251796673) | > grad_norm_1: tensor(266.9903, device='cuda:0') (tensor(414.8058, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8601 (0.8520571932928198) | > loader_time: 0.0112 (0.009997497233309484)  --> TIME: 2025-05-10 20:59:34 -- STEP: 437/725 -- GLOBAL_STEP: 273950 | > loss_disc: 2.2208471298217773 (2.207061733479359) | > loss_disc_real_0: 0.13349337875843048 (0.13940838898278496) | > loss_disc_real_1: 0.1916852593421936 (0.19087555694225455) | > loss_disc_real_2: 0.17164936661720276 (0.18917643000932247) | > loss_disc_real_3: 0.18841874599456787 (0.20456753538184086) | > loss_disc_real_4: 0.21578340232372284 (0.19570073195534937) | > loss_disc_real_5: 0.21967923641204834 (0.20626411510277673) | > loss_0: 2.2208471298217773 (2.207061733479359) | > grad_norm_0: tensor(14.2918, device='cuda:0') (tensor(21.1476, device='cuda:0')) | > loss_gen: 2.742931604385376 (2.766958537854644) | > loss_kl: 1.8648017644882202 (1.7256390546497546) | > loss_feat: 8.394401550292969 (8.282034704832526) | > loss_mel: 13.112674713134766 (13.181517762504944) | > loss_duration: 1.6407346725463867 (1.6763776941757726) | > amp_scaler: 256.0 (258.3432494279178) | > loss_1: 27.755542755126953 (27.632527632898814) | > grad_norm_1: tensor(241.3939, device='cuda:0') (tensor(411.8429, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8903 (0.8524763322258432) | > loader_time: 0.0097 (0.009991722194226437)  --> TIME: 2025-05-10 21:00:17 -- STEP: 487/725 -- GLOBAL_STEP: 274000 | > loss_disc: 2.310478687286377 (2.2092744934485444) | > loss_disc_real_0: 0.15727926790714264 (0.13943043686220052) | > loss_disc_real_1: 0.1809878945350647 (0.19114838711902105) | > loss_disc_real_2: 0.20617982745170593 (0.18952842087349112) | > loss_disc_real_3: 0.19221632182598114 (0.20488727759776415) | > loss_disc_real_4: 0.2099638730287552 (0.19577930384225675) | > loss_disc_real_5: 0.2036067396402359 (0.20626922471934525) | > loss_0: 2.310478687286377 (2.2092744934485444) | > grad_norm_0: tensor(20.6569, device='cuda:0') (tensor(21.2273, device='cuda:0')) | > loss_gen: 2.572495460510254 (2.7656783014841864) | > loss_kl: 1.565832257270813 (1.7233592203265589) | > loss_feat: 7.364166259765625 (8.267798435516674) | > loss_mel: 11.860893249511719 (13.162376358768533) | > loss_duration: 1.6438171863555908 (1.676556076846818) | > amp_scaler: 256.0 (258.1026694045178) | > loss_1: 25.007205963134766 (27.595768288175673) | > grad_norm_1: tensor(459.9338, device='cuda:0') (tensor(415.5230, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8272 (0.8521774177433774) | > loader_time: 0.0094 (0.0099978148325268) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_274000.pth  --> TIME: 2025-05-10 21:01:03 -- STEP: 537/725 -- GLOBAL_STEP: 274050 | > loss_disc: 2.289525270462036 (2.209312265145713) | > loss_disc_real_0: 0.17203029990196228 (0.1392603735240035) | > loss_disc_real_1: 0.18193872272968292 (0.1912604437194057) | > loss_disc_real_2: 0.19872045516967773 (0.18940363519129577) | > loss_disc_real_3: 0.23338307440280914 (0.20486286271439805) | > loss_disc_real_4: 0.19962692260742188 (0.19583054197678137) | > loss_disc_real_5: 0.218631774187088 (0.20632295429817574) | > loss_0: 2.289525270462036 (2.209312265145713) | > grad_norm_0: tensor(34.7715, device='cuda:0') (tensor(21.2882, device='cuda:0')) | > loss_gen: 2.566589832305908 (2.7644235102157997) | > loss_kl: 1.531999111175537 (1.7222956196999861) | > loss_feat: 7.630784511566162 (8.250660888309591) | > loss_mel: 12.405521392822266 (13.144536835299302) | > loss_duration: 1.6977078914642334 (1.6769904233445891) | > amp_scaler: 256.0 (257.90689013035416) | > loss_1: 25.832603454589844 (27.558907176751223) | > grad_norm_1: tensor(559.4956, device='cuda:0') (tensor(417.1646, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8386 (0.8518001655848555) | > loader_time: 0.0102 (0.009984940789931313)  --> TIME: 2025-05-10 21:01:46 -- STEP: 587/725 -- GLOBAL_STEP: 274100 | > loss_disc: 2.277390241622925 (2.2116184931191323) | > loss_disc_real_0: 0.13347657024860382 (0.139698168234281) | > loss_disc_real_1: 0.23417678475379944 (0.19123928380885774) | > loss_disc_real_2: 0.1985970139503479 (0.18941662550683322) | > loss_disc_real_3: 0.23593156039714813 (0.2050010532496125) | > loss_disc_real_4: 0.22817865014076233 (0.19593865445972103) | > loss_disc_real_5: 0.20072075724601746 (0.2066042070900562) | > loss_0: 2.277390241622925 (2.2116184931191323) | > grad_norm_0: tensor(20.3617, device='cuda:0') (tensor(21.6001, device='cuda:0')) | > loss_gen: 2.766803503036499 (2.763912605061441) | > loss_kl: 1.5978496074676514 (1.724920229773709) | > loss_feat: 7.561759948730469 (8.24198340394835) | > loss_mel: 11.948267936706543 (13.129343287908242) | > loss_duration: 1.6631877422332764 (1.676810374048743) | > amp_scaler: 256.0 (257.74446337308365) | > loss_1: 25.53786849975586 (27.53696980387024) | > grad_norm_1: tensor(666.1404, device='cuda:0') (tensor(420.0927, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8494 (0.8514861601580958) | > loader_time: 0.0093 (0.009962414964094274)  --> TIME: 2025-05-10 21:02:29 -- STEP: 637/725 -- GLOBAL_STEP: 274150 | > loss_disc: 2.0225424766540527 (2.2121045909459416) | > loss_disc_real_0: 0.08541187644004822 (0.13944043235464426) | > loss_disc_real_1: 0.18257403373718262 (0.1912508057649693) | > loss_disc_real_2: 0.17260468006134033 (0.1895409675089868) | > loss_disc_real_3: 0.2063101977109909 (0.20513783832734198) | > loss_disc_real_4: 0.19266095757484436 (0.19595635365373118) | > loss_disc_real_5: 0.19638599455356598 (0.2066876027423135) | > loss_0: 2.0225424766540527 (2.2121045909459416) | > grad_norm_0: tensor(20.0136, device='cuda:0') (tensor(21.7508, device='cuda:0')) | > loss_gen: 3.032313346862793 (2.7619792887329844) | > loss_kl: 1.7487565279006958 (1.7253884567383515) | > loss_feat: 9.760860443115234 (8.233461979607029) | > loss_mel: 13.816202163696289 (13.125279522391285) | > loss_duration: 1.663751482963562 (1.6765193630425106) | > amp_scaler: 256.0 (257.6075353218211) | > loss_1: 30.021883010864258 (27.52262852068412) | > grad_norm_1: tensor(618.7882, device='cuda:0') (tensor(425.3384, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8567 (0.8512932898672634) | > loader_time: 0.0096 (0.009956858783164983)  --> TIME: 2025-05-10 21:03:12 -- STEP: 687/725 -- GLOBAL_STEP: 274200 | > loss_disc: 2.1623177528381348 (2.212242179215391) | > loss_disc_real_0: 0.1752994954586029 (0.13948143533874302) | > loss_disc_real_1: 0.21178969740867615 (0.1912829237169921) | > loss_disc_real_2: 0.18073585629463196 (0.18939093267206208) | > loss_disc_real_3: 0.18265153467655182 (0.20532825200925575) | > loss_disc_real_4: 0.16355420649051666 (0.19609828291154502) | > loss_disc_real_5: 0.21491725742816925 (0.20653510672817071) | > loss_0: 2.1623177528381348 (2.212242179215391) | > grad_norm_0: tensor(33.0238, device='cuda:0') (tensor(21.9445, device='cuda:0')) | > loss_gen: 2.8686139583587646 (2.7620647460265597) | > loss_kl: 1.6779924631118774 (1.7272230383263585) | > loss_feat: 8.88534927368164 (8.234498233600823) | > loss_mel: 14.358844757080078 (13.123465696276542) | > loss_duration: 1.6753392219543457 (1.6764829703640554) | > amp_scaler: 256.0 (257.4905385735078) | > loss_1: 29.466140747070312 (27.523734616053336) | > grad_norm_1: tensor(632.3195, device='cuda:0') (tensor(429.2872, device='cuda:0')) | > current_lr_0: 0.0001923015885245263 | > current_lr_1: 0.0001923015885245263 | > step_time: 0.8572 (0.8508259684411372) | > loader_time: 0.0095 (0.009928941379641516)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3256683349609375 (2.3256683349609375) | > loss_disc_real_0: 0.18971037864685059 (0.18971037864685059) | > loss_disc_real_1: 0.20034925639629364 (0.20034925639629364) | > loss_disc_real_2: 0.23701666295528412 (0.23701666295528412) | > loss_disc_real_3: 0.23258920013904572 (0.23258920013904572) | > loss_disc_real_4: 0.2843831181526184 (0.2843831181526184) | > loss_disc_real_5: 0.23424959182739258 (0.23424959182739258) | > loss_0: 2.3256683349609375 (2.3256683349609375) | > loss_gen: 2.967829465866089 (2.967829465866089) | > loss_kl: 1.978685975074768 (1.978685975074768) | > loss_feat: 7.940156936645508 (7.940156936645508) | > loss_mel: 12.800647735595703 (12.800647735595703) | > loss_duration: 1.7067731618881226 (1.7067731618881226) | > loss_1: 27.394092559814453 (27.394092559814453)  --> STEP: 1 | > loss_disc: 2.2298130989074707 (2.2298130989074707) | > loss_disc_real_0: 0.18140500783920288 (0.18140500783920288) | > loss_disc_real_1: 0.20115070044994354 (0.20115070044994354) | > loss_disc_real_2: 0.22567591071128845 (0.22567591071128845) | > loss_disc_real_3: 0.2117631435394287 (0.2117631435394287) | > loss_disc_real_4: 0.25752806663513184 (0.25752806663513184) | > loss_disc_real_5: 0.22846899926662445 (0.22846899926662445) | > loss_0: 2.2298130989074707 (2.2298130989074707) | > loss_gen: 3.1214823722839355 (3.1214823722839355) | > loss_kl: 1.9742618799209595 (1.9742618799209595) | > loss_feat: 8.667372703552246 (8.667372703552246) | > loss_mel: 14.008373260498047 (14.008373260498047) | > loss_duration: 1.8060901165008545 (1.8060901165008545) | > loss_1: 29.57758140563965 (29.57758140563965)  --> STEP: 2 | > loss_disc: 2.25003719329834 (2.2399251461029053) | > loss_disc_real_0: 0.19551397860050201 (0.18845949321985245) | > loss_disc_real_1: 0.19851645827293396 (0.19983357936143875) | > loss_disc_real_2: 0.22614175081253052 (0.22590883076190948) | > loss_disc_real_3: 0.24188992381095886 (0.2268265336751938) | > loss_disc_real_4: 0.27445706725120544 (0.26599256694316864) | > loss_disc_real_5: 0.23295244574546814 (0.2307107225060463) | > loss_0: 2.25003719329834 (2.2399251461029053) | > loss_gen: 3.166778802871704 (3.14413058757782) | > loss_kl: 1.7854210138320923 (1.8798414468765259) | > loss_feat: 8.906839370727539 (8.787106037139893) | > loss_mel: 14.582033157348633 (14.29520320892334) | > loss_duration: 1.8337467908859253 (1.81991845369339) | > loss_1: 30.274818420410156 (29.926199913024902)  --> STEP: 3 | > loss_disc: 2.31838321685791 (2.2660778363545737) | > loss_disc_real_0: 0.18296009302139282 (0.1866263598203659) | > loss_disc_real_1: 0.20718906819820404 (0.20228540897369385) | > loss_disc_real_2: 0.242965430021286 (0.23159436384836832) | > loss_disc_real_3: 0.23573514819145203 (0.22979607184727988) | > loss_disc_real_4: 0.29128575325012207 (0.27442362904548645) | > loss_disc_real_5: 0.2267330437898636 (0.22938482960065207) | > loss_0: 2.31838321685791 (2.2660778363545737) | > loss_gen: 2.9480273723602295 (3.0787628491719565) | > loss_kl: 1.932315468788147 (1.897332787513733) | > loss_feat: 7.430427074432373 (8.334879716237387) | > loss_mel: 12.835477828979492 (13.80862808227539) | > loss_duration: 1.8233232498168945 (1.821053385734558) | > loss_1: 26.96957015991211 (28.940656661987305)  --> STEP: 4 | > loss_disc: 2.2652764320373535 (2.2658774852752686) | > loss_disc_real_0: 0.19299767911434174 (0.18821918964385986) | > loss_disc_real_1: 0.21440951526165009 (0.2053164355456829) | > loss_disc_real_2: 0.208201065659523 (0.225746039301157) | > loss_disc_real_3: 0.2249785214662552 (0.2285916842520237) | > loss_disc_real_4: 0.3024592101573944 (0.28143252432346344) | > loss_disc_real_5: 0.24010485410690308 (0.2320648357272148) | > loss_0: 2.2652764320373535 (2.2658774852752686) | > loss_gen: 2.997555732727051 (3.05846107006073) | > loss_kl: 1.8936455249786377 (1.896410971879959) | > loss_feat: 7.398560523986816 (8.100799918174744) | > loss_mel: 13.843344688415527 (13.817307233810425) | > loss_duration: 1.7566734552383423 (1.8049584031105042) | > loss_1: 27.889780044555664 (28.677937507629395) --> EVAL PERFORMANCE | > avg_loader_time: 0.2766461968421936 (-0.00011646747589111328) | > avg_loss_disc: 2.2658774852752686 (+0.041917502880096436) | > avg_loss_disc_real_0: 0.18821918964385986 (+0.05439290776848793) | > avg_loss_disc_real_1: 0.2053164355456829 (+0.037865132093429565) | > avg_loss_disc_real_2: 0.225746039301157 (+0.07151563838124275) | > avg_loss_disc_real_3: 0.2285916842520237 (-0.012575563043355942) | > avg_loss_disc_real_4: 0.28143252432346344 (-0.00010854005813598633) | > avg_loss_disc_real_5: 0.2320648357272148 (+0.0060523152351379395) | > avg_loss_0: 2.2658774852752686 (+0.041917502880096436) | > avg_loss_gen: 3.05846107006073 (+0.2991132140159607) | > avg_loss_kl: 1.896410971879959 (-0.10846114158630371) | > avg_loss_feat: 8.100799918174744 (-0.32135915756225586) | > avg_loss_mel: 13.817307233810425 (-0.14504647254943848) | > avg_loss_duration: 1.8049584031105042 (-0.008476287126541138) | > avg_loss_1: 28.677937507629395 (-0.2842292785644531)  > EPOCH: 315/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 21:03:51)   --> TIME: 2025-05-10 21:04:04 -- STEP: 12/725 -- GLOBAL_STEP: 274250 | > loss_disc: 2.285224437713623 (2.227841059366862) | > loss_disc_real_0: 0.12784996628761292 (0.13464294746518132) | > loss_disc_real_1: 0.1827295422554016 (0.19054738928874335) | > loss_disc_real_2: 0.19623056054115295 (0.1904387709995111) | > loss_disc_real_3: 0.1955176144838333 (0.20309844613075256) | > loss_disc_real_4: 0.19448789954185486 (0.20506144811709723) | > loss_disc_real_5: 0.1829041689634323 (0.20342294995983443) | > loss_0: 2.285224437713623 (2.227841059366862) | > grad_norm_0: tensor(10.1027, device='cuda:0') (tensor(19.8176, device='cuda:0')) | > loss_gen: 2.619265556335449 (2.6958089669545493) | > loss_kl: 1.6314303874969482 (1.7194505631923676) | > loss_feat: 7.523404598236084 (7.815458337465922) | > loss_mel: 12.030890464782715 (12.805667241414389) | > loss_duration: 1.699288010597229 (1.6795251369476318) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.50428009033203 (26.715910116831463) | > grad_norm_1: tensor(227.5536, device='cuda:0') (tensor(405.9990, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8473 (0.8406234582265218) | > loader_time: 0.0092 (0.009870489438374838)  --> TIME: 2025-05-10 21:04:47 -- STEP: 62/725 -- GLOBAL_STEP: 274300 | > loss_disc: 2.2144806385040283 (2.210611662557048) | > loss_disc_real_0: 0.11804203689098358 (0.13861758586379797) | > loss_disc_real_1: 0.19140595197677612 (0.19029235623536572) | > loss_disc_real_2: 0.21583867073059082 (0.18862330432861082) | > loss_disc_real_3: 0.1990743726491928 (0.20622193813323975) | > loss_disc_real_4: 0.18658757209777832 (0.19850504542550731) | > loss_disc_real_5: 0.18915626406669617 (0.20778063468394742) | > loss_0: 2.2144806385040283 (2.210611662557048) | > grad_norm_0: tensor(21.3356, device='cuda:0') (tensor(21.1091, device='cuda:0')) | > loss_gen: 2.593841552734375 (2.7416506044326296) | > loss_kl: 1.5512210130691528 (1.703884615052131) | > loss_feat: 7.496869087219238 (8.122209971950902) | > loss_mel: 12.647500991821289 (13.075652353225216) | > loss_duration: 1.7129952907562256 (1.670774232956671) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.00242805480957 (27.314171821840347) | > grad_norm_1: tensor(479.9582, device='cuda:0') (tensor(393.5928, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8356 (0.851079394740443) | > loader_time: 0.0101 (0.010027843136941232)  --> TIME: 2025-05-10 21:05:31 -- STEP: 112/725 -- GLOBAL_STEP: 274350 | > loss_disc: 2.2532951831817627 (2.2083943028535162) | > loss_disc_real_0: 0.13114210963249207 (0.13997092337480618) | > loss_disc_real_1: 0.20556028187274933 (0.18904876881944274) | > loss_disc_real_2: 0.19365249574184418 (0.18790855391749312) | > loss_disc_real_3: 0.1882133036851883 (0.20600285048463515) | > loss_disc_real_4: 0.2174195647239685 (0.19703206313507898) | > loss_disc_real_5: 0.2284337729215622 (0.20729645381548575) | > loss_0: 2.2532951831817627 (2.2083943028535162) | > grad_norm_0: tensor(25.6990, device='cuda:0') (tensor(22.6510, device='cuda:0')) | > loss_gen: 2.7215323448181152 (2.7546529599598477) | > loss_kl: 1.6250526905059814 (1.7002653181552887) | > loss_feat: 8.234993934631348 (8.145215715680804) | > loss_mel: 13.774419784545898 (13.129005295889717) | > loss_duration: 1.6688947677612305 (1.6746679555092538) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.02489471435547 (27.40380723135812) | > grad_norm_1: tensor(634.4442, device='cuda:0') (tensor(417.7614, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.84 (0.8524756559303829) | > loader_time: 0.0099 (0.010136425495147702)  --> TIME: 2025-05-10 21:06:14 -- STEP: 162/725 -- GLOBAL_STEP: 274400 | > loss_disc: 2.255465030670166 (2.207368086149662) | > loss_disc_real_0: 0.1123279556632042 (0.13827451948582398) | > loss_disc_real_1: 0.22026358544826508 (0.18914187285635198) | > loss_disc_real_2: 0.19683770835399628 (0.18849056020930957) | > loss_disc_real_3: 0.19057029485702515 (0.20603544071868615) | > loss_disc_real_4: 0.19702808558940887 (0.19678011821743882) | > loss_disc_real_5: 0.22622525691986084 (0.20771308436437888) | > loss_0: 2.255465030670166 (2.207368086149662) | > grad_norm_0: tensor(15.0758, device='cuda:0') (tensor(22.2817, device='cuda:0')) | > loss_gen: 2.6691641807556152 (2.755264679590861) | > loss_kl: 1.8197542428970337 (1.7203998315481492) | > loss_feat: 7.427714824676514 (8.180974830815815) | > loss_mel: 11.902254104614258 (13.1016844878962) | > loss_duration: 1.6101683378219604 (1.6748528421661) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.42905616760254 (27.433176617563507) | > grad_norm_1: tensor(334.5396, device='cuda:0') (tensor(417.7072, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8333 (0.8502575070769699) | > loader_time: 0.0096 (0.010012751744117263)  --> TIME: 2025-05-10 21:06:57 -- STEP: 212/725 -- GLOBAL_STEP: 274450 | > loss_disc: 2.422879457473755 (2.2073031017240488) | > loss_disc_real_0: 0.1946554034948349 (0.1391157422144458) | > loss_disc_real_1: 0.18040411174297333 (0.18940289923042614) | > loss_disc_real_2: 0.19877314567565918 (0.18844840724794362) | > loss_disc_real_3: 0.2192787081003189 (0.20526745725633963) | > loss_disc_real_4: 0.23059216141700745 (0.19627261759256417) | > loss_disc_real_5: 0.23014406859874725 (0.20742859614064107) | > loss_0: 2.422879457473755 (2.2073031017240488) | > grad_norm_0: tensor(19.7119, device='cuda:0') (tensor(21.7609, device='cuda:0')) | > loss_gen: 2.4918456077575684 (2.7553937997458116) | > loss_kl: 1.546047329902649 (1.7162767401281394) | > loss_feat: 6.742286205291748 (8.198434469834806) | > loss_mel: 11.016188621520996 (13.06535519294019) | > loss_duration: 1.6818443536758423 (1.675673910469379) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.478214263916016 (27.41113411705449) | > grad_norm_1: tensor(357.3621, device='cuda:0') (tensor(412.9260, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8308 (0.8517451050146571) | > loader_time: 0.01 (0.009989873418268163)  --> TIME: 2025-05-10 21:07:40 -- STEP: 262/725 -- GLOBAL_STEP: 274500 | > loss_disc: 2.3472957611083984 (2.2135368753935554) | > loss_disc_real_0: 0.11154474318027496 (0.13981216673860114) | > loss_disc_real_1: 0.20826959609985352 (0.19031415094856083) | > loss_disc_real_2: 0.19769763946533203 (0.18882133129216327) | > loss_disc_real_3: 0.2036832571029663 (0.20576436277336746) | > loss_disc_real_4: 0.1759985238313675 (0.19689318554774496) | > loss_disc_real_5: 0.20469485223293304 (0.20783447445803924) | > loss_0: 2.3472957611083984 (2.2135368753935554) | > grad_norm_0: tensor(24.4993, device='cuda:0') (tensor(21.1683, device='cuda:0')) | > loss_gen: 2.4627671241760254 (2.7467334552575613) | > loss_kl: 1.84379243850708 (1.7187037044809064) | > loss_feat: 6.388042449951172 (8.1478620157897) | > loss_mel: 11.391436576843262 (12.996253330288953) | > loss_duration: 1.6864876747131348 (1.676389226931652) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.772525787353516 (27.28594175731863) | > grad_norm_1: tensor(401.9585, device='cuda:0') (tensor(408.8077, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8941 (0.8499327206429634) | > loader_time: 0.0101 (0.009972263838498644)  --> TIME: 2025-05-10 21:08:23 -- STEP: 312/725 -- GLOBAL_STEP: 274550 | > loss_disc: 2.31144380569458 (2.2154901703962926) | > loss_disc_real_0: 0.11565542221069336 (0.14106889766378286) | > loss_disc_real_1: 0.1758694052696228 (0.19019210099791867) | > loss_disc_real_2: 0.1903596818447113 (0.18891274652037865) | > loss_disc_real_3: 0.20097875595092773 (0.20560994409979919) | > loss_disc_real_4: 0.18970468640327454 (0.1970792770003661) | > loss_disc_real_5: 0.20765842497348785 (0.2071401865627521) | > loss_0: 2.31144380569458 (2.2154901703962926) | > grad_norm_0: tensor(12.9304, device='cuda:0') (tensor(21.6197, device='cuda:0')) | > loss_gen: 2.46587872505188 (2.7464153820123416) | > loss_kl: 1.704918622970581 (1.7124205346290875) | > loss_feat: 7.242061614990234 (8.15213366655203) | > loss_mel: 11.682141304016113 (13.021177735084141) | > loss_duration: 1.657654047012329 (1.6757475932439156) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.752655029296875 (27.307894939031346) | > grad_norm_1: tensor(356.7447, device='cuda:0') (tensor(409.7701, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8545 (0.8494816009814923) | > loader_time: 0.0097 (0.009919758790578593)  --> TIME: 2025-05-10 21:09:06 -- STEP: 362/725 -- GLOBAL_STEP: 274600 | > loss_disc: 2.219308614730835 (2.2122716393260013) | > loss_disc_real_0: 0.14628258347511292 (0.14038522580628235) | > loss_disc_real_1: 0.19920672476291656 (0.19052638669204974) | > loss_disc_real_2: 0.19092519581317902 (0.1888342615402206) | > loss_disc_real_3: 0.19850383698940277 (0.2050870514953334) | > loss_disc_real_4: 0.2212962657213211 (0.19672108680339148) | > loss_disc_real_5: 0.228526309132576 (0.20708591754429906) | > loss_0: 2.219308614730835 (2.2122716393260013) | > grad_norm_0: tensor(25.4198, device='cuda:0') (tensor(21.4356, device='cuda:0')) | > loss_gen: 2.8671483993530273 (2.751410417793862) | > loss_kl: 1.7320301532745361 (1.710272649375114) | > loss_feat: 8.358365058898926 (8.185156404642772) | > loss_mel: 12.765166282653809 (13.039795659523643) | > loss_duration: 1.598809003829956 (1.6747322059468002) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.321517944335938 (27.361367362638852) | > grad_norm_1: tensor(561.9074, device='cuda:0') (tensor(406.5175, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8453 (0.8498665818851956) | > loader_time: 0.0133 (0.009896775635566495)  --> TIME: 2025-05-10 21:09:49 -- STEP: 412/725 -- GLOBAL_STEP: 274650 | > loss_disc: 2.103661298751831 (2.2090304762993074) | > loss_disc_real_0: 0.20174306631088257 (0.13992429258826278) | > loss_disc_real_1: 0.20990216732025146 (0.19057882906308451) | > loss_disc_real_2: 0.18700450658798218 (0.18862918196517287) | > loss_disc_real_3: 0.21408185362815857 (0.20495647991311203) | > loss_disc_real_4: 0.21124084293842316 (0.19623540573328443) | > loss_disc_real_5: 0.17452073097229004 (0.206606071080687) | > loss_0: 2.103661298751831 (2.2090304762993074) | > grad_norm_0: tensor(33.6007, device='cuda:0') (tensor(21.4987, device='cuda:0')) | > loss_gen: 3.163466215133667 (2.755635583863672) | > loss_kl: 1.7291452884674072 (1.712717509096108) | > loss_feat: 9.28824234008789 (8.19122049183522) | > loss_mel: 14.220817565917969 (13.03246344640417) | > loss_duration: 1.665663242340088 (1.6754689207933473) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.067333221435547 (27.367505939261417) | > grad_norm_1: tensor(578.4410, device='cuda:0') (tensor(412.4870, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8601 (0.8494274963452978) | > loader_time: 0.0095 (0.009923729503039012)  --> TIME: 2025-05-10 21:10:32 -- STEP: 462/725 -- GLOBAL_STEP: 274700 | > loss_disc: 2.284616231918335 (2.2088283447476225) | > loss_disc_real_0: 0.17835581302642822 (0.1394636071089541) | > loss_disc_real_1: 0.1930994689464569 (0.1904918508870261) | > loss_disc_real_2: 0.18050290644168854 (0.18866940310378094) | > loss_disc_real_3: 0.21183452010154724 (0.20509597268842517) | > loss_disc_real_4: 0.22109465301036835 (0.19617129175306916) | > loss_disc_real_5: 0.21947751939296722 (0.20710575928935757) | > loss_0: 2.284616231918335 (2.2088283447476225) | > grad_norm_0: tensor(15.6589, device='cuda:0') (tensor(21.3078, device='cuda:0')) | > loss_gen: 2.674694538116455 (2.7551864994552715) | > loss_kl: 1.7761893272399902 (1.7171507147483491) | > loss_feat: 7.567402362823486 (8.195650800482015) | > loss_mel: 13.005446434020996 (13.048944161567853) | > loss_duration: 1.7042582035064697 (1.6752713405208663) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.727989196777344 (27.392203487875133) | > grad_norm_1: tensor(302.9628, device='cuda:0') (tensor(411.8754, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.7815 (0.8484939326455583) | > loader_time: 0.0108 (0.009932507684220479)  --> TIME: 2025-05-10 21:11:16 -- STEP: 512/725 -- GLOBAL_STEP: 274750 | > loss_disc: 2.3437535762786865 (2.2092538473662033) | > loss_disc_real_0: 0.23121508955955505 (0.13937394235108502) | > loss_disc_real_1: 0.2163829654455185 (0.19050862654694356) | > loss_disc_real_2: 0.20168186724185944 (0.18880269106011838) | > loss_disc_real_3: 0.22574293613433838 (0.20520162049797364) | > loss_disc_real_4: 0.19974243640899658 (0.19625049873138778) | > loss_disc_real_5: 0.24345993995666504 (0.2072147783183027) | > loss_0: 2.3437535762786865 (2.2092538473662033) | > grad_norm_0: tensor(34.7207, device='cuda:0') (tensor(21.3719, device='cuda:0')) | > loss_gen: 2.6965339183807373 (2.7560617872513804) | > loss_kl: 1.816959023475647 (1.7176316790282722) | > loss_feat: 7.056138038635254 (8.206700393930072) | > loss_mel: 11.754096984863281 (13.06115135923028) | > loss_duration: 1.6368916034698486 (1.6761163957417005) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.96061897277832 (27.417661610990756) | > grad_norm_1: tensor(349.6440, device='cuda:0') (tensor(414.1352, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8517 (0.849033426027745) | > loader_time: 0.0096 (0.009911893401294943)  --> TIME: 2025-05-10 21:11:59 -- STEP: 562/725 -- GLOBAL_STEP: 274800 | > loss_disc: 2.0082406997680664 (2.2089352978930386) | > loss_disc_real_0: 0.07697795331478119 (0.13939560567993275) | > loss_disc_real_1: 0.1284532994031906 (0.19051571606635195) | > loss_disc_real_2: 0.14997728168964386 (0.1888142197104535) | > loss_disc_real_3: 0.20186182856559753 (0.20518668014489877) | > loss_disc_real_4: 0.17402383685112 (0.19625504230052973) | > loss_disc_real_5: 0.1906207650899887 (0.20687189486103125) | > loss_0: 2.0082406997680664 (2.2089352978930386) | > grad_norm_0: tensor(21.8652, device='cuda:0') (tensor(21.6968, device='cuda:0')) | > loss_gen: 3.080247402191162 (2.758961232107303) | > loss_kl: 1.76320481300354 (1.7183300345817913) | > loss_feat: 10.031737327575684 (8.217595461848783) | > loss_mel: 14.214021682739258 (13.066481814265675) | > loss_duration: 1.6535229682922363 (1.6759214753357958) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.742734909057617 (27.437290032139025) | > grad_norm_1: tensor(456.0664, device='cuda:0') (tensor(419.8045, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8971 (0.8488891175633223) | > loader_time: 0.0096 (0.009869546652688669)  --> TIME: 2025-05-10 21:12:42 -- STEP: 612/725 -- GLOBAL_STEP: 274850 | > loss_disc: 2.317441940307617 (2.2096867208776936) | > loss_disc_real_0: 0.14992603659629822 (0.1392198141566872) | > loss_disc_real_1: 0.17002339661121368 (0.19059658016449482) | > loss_disc_real_2: 0.20743368566036224 (0.18911918459667093) | > loss_disc_real_3: 0.19342021644115448 (0.20519715920090673) | > loss_disc_real_4: 0.22405222058296204 (0.1961933012832613) | > loss_disc_real_5: 0.21109481155872345 (0.20695992559194556) | > loss_0: 2.317441940307617 (2.2096867208776936) | > grad_norm_0: tensor(12.5079, device='cuda:0') (tensor(21.6063, device='cuda:0')) | > loss_gen: 2.6463444232940674 (2.7567624862677116) | > loss_kl: 1.741294026374817 (1.717320985069461) | > loss_feat: 7.229593276977539 (8.211879987342677) | > loss_mel: 11.171344757080078 (13.056815929662172) | > loss_duration: 1.6024093627929688 (1.675595733464933) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.3909854888916 (27.418375158621593) | > grad_norm_1: tensor(271.7575, device='cuda:0') (tensor(420.7724, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8044 (0.8493588695339125) | > loader_time: 0.0149 (0.009867680618186393)  --> TIME: 2025-05-10 21:13:25 -- STEP: 662/725 -- GLOBAL_STEP: 274900 | > loss_disc: 2.24727201461792 (2.209894462834675) | > loss_disc_real_0: 0.12252459675073624 (0.13929029852376945) | > loss_disc_real_1: 0.19407454133033752 (0.19062943508977975) | > loss_disc_real_2: 0.18547038733959198 (0.18911733419783527) | > loss_disc_real_3: 0.18834131956100464 (0.20532989907120647) | > loss_disc_real_4: 0.19723697006702423 (0.1961358796883925) | > loss_disc_real_5: 0.21403145790100098 (0.207062823017018) | > loss_0: 2.24727201461792 (2.209894462834675) | > grad_norm_0: tensor(11.1227, device='cuda:0') (tensor(21.4681, device='cuda:0')) | > loss_gen: 2.727952480316162 (2.755614823445092) | > loss_kl: 1.9326984882354736 (1.7195202529970606) | > loss_feat: 8.44180679321289 (8.204257561000798) | > loss_mel: 13.372659683227539 (13.054972327367777) | > loss_duration: 1.693751573562622 (1.6757119647325707) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.16887092590332 (27.410076982665277) | > grad_norm_1: tensor(432.7028, device='cuda:0') (tensor(417.3948, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8751 (0.8489627186265233) | > loader_time: 0.0124 (0.00988330005518979)  --> TIME: 2025-05-10 21:14:08 -- STEP: 712/725 -- GLOBAL_STEP: 274950 | > loss_disc: 2.203822612762451 (2.2096996054555627) | > loss_disc_real_0: 0.15294019877910614 (0.13891500071360813) | > loss_disc_real_1: 0.20113135874271393 (0.19066644533212931) | > loss_disc_real_2: 0.18940424919128418 (0.18909723144233903) | > loss_disc_real_3: 0.23037375509738922 (0.20551187206017832) | > loss_disc_real_4: 0.17395326495170593 (0.1962618237214811) | > loss_disc_real_5: 0.19836601614952087 (0.20693059816035653) | > loss_0: 2.203822612762451 (2.2096996054555627) | > grad_norm_0: tensor(27.8098, device='cuda:0') (tensor(21.5714, device='cuda:0')) | > loss_gen: 2.7479140758514404 (2.7564841371573765) | > loss_kl: 1.8481470346450806 (1.7221443057060235) | > loss_feat: 7.98018217086792 (8.213149285048567) | > loss_mel: 13.063238143920898 (13.066945152336292) | > loss_duration: 1.6650679111480713 (1.6754275531916136) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.304548263549805 (27.434150486849667) | > grad_norm_1: tensor(520.3863, device='cuda:0') (tensor(417.4832, device='cuda:0')) | > current_lr_0: 0.00019227755082596072 | > current_lr_1: 0.00019227755082596072 | > step_time: 0.8263 (0.8492399752140042) | > loader_time: 0.0096 (0.00989876369412025)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3059911727905273 (2.3059911727905273) | > loss_disc_real_0: 0.156044140458107 (0.156044140458107) | > loss_disc_real_1: 0.17307837307453156 (0.17307837307453156) | > loss_disc_real_2: 0.23717521131038666 (0.23717521131038666) | > loss_disc_real_3: 0.21522238850593567 (0.21522238850593567) | > loss_disc_real_4: 0.2404528707265854 (0.2404528707265854) | > loss_disc_real_5: 0.20893217623233795 (0.20893217623233795) | > loss_0: 2.3059911727905273 (2.3059911727905273) | > loss_gen: 2.5894694328308105 (2.5894694328308105) | > loss_kl: 2.0219361782073975 (2.0219361782073975) | > loss_feat: 7.497095584869385 (7.497095584869385) | > loss_mel: 13.61992073059082 (13.61992073059082) | > loss_duration: 1.6976262331008911 (1.6976262331008911) | > loss_1: 27.426048278808594 (27.426048278808594)  --> STEP: 1 | > loss_disc: 2.3083438873291016 (2.3083438873291016) | > loss_disc_real_0: 0.1407025158405304 (0.1407025158405304) | > loss_disc_real_1: 0.17046977579593658 (0.17046977579593658) | > loss_disc_real_2: 0.22389696538448334 (0.22389696538448334) | > loss_disc_real_3: 0.22441716492176056 (0.22441716492176056) | > loss_disc_real_4: 0.24634559452533722 (0.24634559452533722) | > loss_disc_real_5: 0.19523178040981293 (0.19523178040981293) | > loss_0: 2.3083438873291016 (2.3083438873291016) | > loss_gen: 2.546673059463501 (2.546673059463501) | > loss_kl: 2.1542136669158936 (2.1542136669158936) | > loss_feat: 7.623456001281738 (7.623456001281738) | > loss_mel: 13.266756057739258 (13.266756057739258) | > loss_duration: 1.8219515085220337 (1.8219515085220337) | > loss_1: 27.413049697875977 (27.413049697875977)  --> STEP: 2 | > loss_disc: 2.2902040481567383 (2.29927396774292) | > loss_disc_real_0: 0.15539337694644928 (0.14804794639348984) | > loss_disc_real_1: 0.17444801330566406 (0.17245889455080032) | > loss_disc_real_2: 0.22819700837135315 (0.22604698687791824) | > loss_disc_real_3: 0.2168596088886261 (0.22063838690519333) | > loss_disc_real_4: 0.23766957223415375 (0.24200758337974548) | > loss_disc_real_5: 0.17418844997882843 (0.18471011519432068) | > loss_0: 2.2902040481567383 (2.29927396774292) | > loss_gen: 2.554375410079956 (2.5505242347717285) | > loss_kl: 1.956087589263916 (2.055150628089905) | > loss_feat: 8.233808517456055 (7.9286322593688965) | > loss_mel: 13.94836139678955 (13.607558727264404) | > loss_duration: 1.856216549873352 (1.8390840291976929) | > loss_1: 28.548847198486328 (27.980948448181152)  --> STEP: 3 | > loss_disc: 2.340254068374634 (2.3129340012868247) | > loss_disc_real_0: 0.15883415937423706 (0.15164335072040558) | > loss_disc_real_1: 0.19433259963989258 (0.17975012958049774) | > loss_disc_real_2: 0.23811565339565277 (0.23006987571716309) | > loss_disc_real_3: 0.22655494511127472 (0.22261057297388712) | > loss_disc_real_4: 0.25510352849960327 (0.2463728984196981) | > loss_disc_real_5: 0.1870894879102707 (0.18550323943297067) | > loss_0: 2.340254068374634 (2.3129340012868247) | > loss_gen: 2.590092182159424 (2.563713550567627) | > loss_kl: 2.028358221054077 (2.046219825744629) | > loss_feat: 7.503876686096191 (7.787047068277995) | > loss_mel: 13.277726173400879 (13.497614542643229) | > loss_duration: 1.806337594985962 (1.828168551127116) | > loss_1: 27.206390380859375 (27.72276242574056)  --> STEP: 4 | > loss_disc: 2.511584520339966 (2.36259663105011) | > loss_disc_real_0: 0.22071993350982666 (0.16891249641776085) | > loss_disc_real_1: 0.21092474460601807 (0.18754378333687782) | > loss_disc_real_2: 0.23162567615509033 (0.2304588258266449) | > loss_disc_real_3: 0.21396416425704956 (0.22044897079467773) | > loss_disc_real_4: 0.24257974326610565 (0.24542460963129997) | > loss_disc_real_5: 0.16596117615699768 (0.18061772361397743) | > loss_0: 2.511584520339966 (2.36259663105011) | > loss_gen: 2.304178237915039 (2.49882972240448) | > loss_kl: 2.0271072387695312 (2.0414416790008545) | > loss_feat: 5.725714683532715 (7.271713972091675) | > loss_mel: 10.118968963623047 (12.652953147888184) | > loss_duration: 1.7577955722808838 (1.8105753064155579) | > loss_1: 21.933765411376953 (26.275513172149658) --> EVAL PERFORMANCE | > avg_loader_time: 0.28053438663482666 (+0.0038881897926330566) | > avg_loss_disc: 2.36259663105011 (+0.09671914577484131) | > avg_loss_disc_real_0: 0.16891249641776085 (-0.019306693226099014) | > avg_loss_disc_real_1: 0.18754378333687782 (-0.017772652208805084) | > avg_loss_disc_real_2: 0.2304588258266449 (+0.0047127865254879) | > avg_loss_disc_real_3: 0.22044897079467773 (-0.008142713457345963) | > avg_loss_disc_real_4: 0.24542460963129997 (-0.03600791469216347) | > avg_loss_disc_real_5: 0.18061772361397743 (-0.05144711211323738) | > avg_loss_0: 2.36259663105011 (+0.09671914577484131) | > avg_loss_gen: 2.49882972240448 (-0.55963134765625) | > avg_loss_kl: 2.0414416790008545 (+0.14503070712089539) | > avg_loss_feat: 7.271713972091675 (-0.8290859460830688) | > avg_loss_mel: 12.652953147888184 (-1.1643540859222412) | > avg_loss_duration: 1.8105753064155579 (+0.005616903305053711) | > avg_loss_1: 26.275513172149658 (-2.4024243354797363)  > EPOCH: 316/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 21:14:26)   --> TIME: 2025-05-10 21:15:00 -- STEP: 37/725 -- GLOBAL_STEP: 275000 | > loss_disc: 2.2254738807678223 (2.235216443603103) | > loss_disc_real_0: 0.1620033085346222 (0.14074934414915133) | > loss_disc_real_1: 0.18290074169635773 (0.19292908584749377) | > loss_disc_real_2: 0.18471302092075348 (0.19176227538972287) | > loss_disc_real_3: 0.19019615650177002 (0.20717692697370374) | > loss_disc_real_4: 0.19469965994358063 (0.19970327897651777) | > loss_disc_real_5: 0.19302180409431458 (0.20895661574763222) | > loss_0: 2.2254738807678223 (2.235216443603103) | > grad_norm_0: tensor(30.8993, device='cuda:0') (tensor(20.9387, device='cuda:0')) | > loss_gen: 2.672236919403076 (2.698636332073727) | > loss_kl: 1.7500263452529907 (1.7774214905661505) | > loss_feat: 8.170708656311035 (7.916791297293998) | > loss_mel: 12.272259712219238 (12.70152862651928) | > loss_duration: 1.649787187576294 (1.6704804510683626) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.5150203704834 (26.764858297399574) | > grad_norm_1: tensor(441.6198, device='cuda:0') (tensor(413.1473, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8591 (0.861481170396547) | > loader_time: 0.0107 (0.009839818284318253) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_275000.pth  --> TIME: 2025-05-10 21:15:46 -- STEP: 87/725 -- GLOBAL_STEP: 275050 | > loss_disc: 2.1543712615966797 (2.225329607382588) | > loss_disc_real_0: 0.097186379134655 (0.13759756833314898) | > loss_disc_real_1: 0.18738648295402527 (0.1926990790271212) | > loss_disc_real_2: 0.17993751168251038 (0.19162114204346445) | > loss_disc_real_3: 0.19721868634223938 (0.207143843002703) | > loss_disc_real_4: 0.26769137382507324 (0.19895166090165062) | > loss_disc_real_5: 0.18591687083244324 (0.20898162941823054) | > loss_0: 2.1543712615966797 (2.225329607382588) | > grad_norm_0: tensor(14.6582, device='cuda:0') (tensor(21.4796, device='cuda:0')) | > loss_gen: 2.7400121688842773 (2.7334923634583923) | > loss_kl: 1.8526252508163452 (1.7619689319325589) | > loss_feat: 9.042998313903809 (8.093625046741002) | > loss_mel: 14.307599067687988 (12.92114292890176) | > loss_duration: 1.6460241079330444 (1.6721373152458805) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.589258193969727 (27.182366645199128) | > grad_norm_1: tensor(545.7563, device='cuda:0') (tensor(444.2650, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8312 (0.8555681376621641) | > loader_time: 0.0097 (0.00981991592494921)  --> TIME: 2025-05-10 21:16:29 -- STEP: 137/725 -- GLOBAL_STEP: 275100 | > loss_disc: 2.1927175521850586 (2.215534793199413) | > loss_disc_real_0: 0.13458818197250366 (0.13720902729861062) | > loss_disc_real_1: 0.1970495581626892 (0.19240752602145625) | > loss_disc_real_2: 0.19708722829818726 (0.19042945952311047) | > loss_disc_real_3: 0.19962327182292938 (0.20658888684137025) | > loss_disc_real_4: 0.17301355302333832 (0.19779427817268094) | > loss_disc_real_5: 0.17661862075328827 (0.20637340767540197) | > loss_0: 2.1927175521850586 (2.215534793199413) | > grad_norm_0: tensor(13.2989, device='cuda:0') (tensor(22.1218, device='cuda:0')) | > loss_gen: 2.768749237060547 (2.7538491339579116) | > loss_kl: 1.6866812705993652 (1.7475870734583723) | > loss_feat: 8.571039199829102 (8.199409700658196) | > loss_mel: 12.525372505187988 (13.019008225768152) | > loss_duration: 1.652734637260437 (1.6737598433111707) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.20457649230957 (27.3936139684524) | > grad_norm_1: tensor(383.4284, device='cuda:0') (tensor(449.9813, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8104 (0.8524811215644336) | > loader_time: 0.0094 (0.009808321068756771)  --> TIME: 2025-05-10 21:17:12 -- STEP: 187/725 -- GLOBAL_STEP: 275150 | > loss_disc: 2.248992919921875 (2.2149903442770387) | > loss_disc_real_0: 0.17867609858512878 (0.13761833429655293) | > loss_disc_real_1: 0.19794031977653503 (0.19227311214342482) | > loss_disc_real_2: 0.19540996849536896 (0.1909482452799292) | > loss_disc_real_3: 0.19355501234531403 (0.20628683563859704) | > loss_disc_real_4: 0.17873185873031616 (0.19744467934503912) | > loss_disc_real_5: 0.22918106615543365 (0.20655334242843684) | > loss_0: 2.248992919921875 (2.2149903442770387) | > grad_norm_0: tensor(29.9123, device='cuda:0') (tensor(21.9955, device='cuda:0')) | > loss_gen: 2.677143096923828 (2.7534914207968484) | > loss_kl: 1.7444692850112915 (1.7467635901854) | > loss_feat: 8.205048561096191 (8.21666362833849) | > loss_mel: 12.156460762023926 (13.009518041967707) | > loss_duration: 1.6960430145263672 (1.6759199031534042) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.47916603088379 (27.40235662205334) | > grad_norm_1: tensor(473.0052, device='cuda:0') (tensor(451.6259, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8491 (0.8504680809490184) | > loader_time: 0.0098 (0.00980044686220546)  --> TIME: 2025-05-10 21:17:55 -- STEP: 237/725 -- GLOBAL_STEP: 275200 | > loss_disc: 2.1612112522125244 (2.216182459255811) | > loss_disc_real_0: 0.13547824323177338 (0.137342730151953) | > loss_disc_real_1: 0.1963440179824829 (0.1922470395952338) | > loss_disc_real_2: 0.192001074552536 (0.19063338190945894) | > loss_disc_real_3: 0.20137324929237366 (0.2063510517279307) | > loss_disc_real_4: 0.21010185778141022 (0.19757731617251528) | > loss_disc_real_5: 0.2082902044057846 (0.20757685752609106) | > loss_0: 2.1612112522125244 (2.216182459255811) | > grad_norm_0: tensor(25.1506, device='cuda:0') (tensor(22.0902, device='cuda:0')) | > loss_gen: 2.8281662464141846 (2.746154931024157) | > loss_kl: 2.0012826919555664 (1.7440451826224348) | > loss_feat: 8.866449356079102 (8.198045157179042) | > loss_mel: 14.325357437133789 (12.953638249811744) | > loss_duration: 1.6516165733337402 (1.675459836605732) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.67287254333496 (27.317343402009474) | > grad_norm_1: tensor(491.7113, device='cuda:0') (tensor(446.7743, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8172 (0.8512047504070942) | > loader_time: 0.0093 (0.009790145898167091)  --> TIME: 2025-05-10 21:18:38 -- STEP: 287/725 -- GLOBAL_STEP: 275250 | > loss_disc: 2.22933292388916 (2.2161784836639487) | > loss_disc_real_0: 0.15430308878421783 (0.13773531972946595) | > loss_disc_real_1: 0.18593086302280426 (0.1917843412127645) | > loss_disc_real_2: 0.188152015209198 (0.19041538814842082) | > loss_disc_real_3: 0.20239154994487762 (0.20628663663872443) | > loss_disc_real_4: 0.19292967021465302 (0.197418396585079) | > loss_disc_real_5: 0.17358341813087463 (0.20794322048330144) | > loss_0: 2.22933292388916 (2.2161784836639487) | > grad_norm_0: tensor(39.0289, device='cuda:0') (tensor(21.8405, device='cuda:0')) | > loss_gen: 2.721593141555786 (2.7420603223794013) | > loss_kl: 1.735685110092163 (1.744152986214136) | > loss_feat: 8.576265335083008 (8.176596400629762) | > loss_mel: 13.283278465270996 (12.938868745278812) | > loss_duration: 1.688812255859375 (1.6751436784292348) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.00563621520996 (27.27682219980485) | > grad_norm_1: tensor(281.6676, device='cuda:0') (tensor(435.2428, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8034 (0.8498623927711192) | > loader_time: 0.0095 (0.009723814522347798)  --> TIME: 2025-05-10 21:19:21 -- STEP: 337/725 -- GLOBAL_STEP: 275300 | > loss_disc: 2.149571418762207 (2.213726380458569) | > loss_disc_real_0: 0.1024940237402916 (0.1381034651876202) | > loss_disc_real_1: 0.1877041459083557 (0.19184779537183952) | > loss_disc_real_2: 0.1607252061367035 (0.18991629421180362) | > loss_disc_real_3: 0.2796488106250763 (0.20607803434752578) | > loss_disc_real_4: 0.18670052289962769 (0.1968316901862091) | > loss_disc_real_5: 0.222010537981987 (0.20746576082989432) | > loss_0: 2.149571418762207 (2.213726380458569) | > grad_norm_0: tensor(44.5394, device='cuda:0') (tensor(21.1344, device='cuda:0')) | > loss_gen: 2.957308769226074 (2.7455471368501025) | > loss_kl: 1.6515095233917236 (1.7390291184982842) | > loss_feat: 9.344110488891602 (8.2066465258952) | > loss_mel: 14.244709014892578 (12.981978523978842) | > loss_duration: 1.6617677211761475 (1.6746014837695162) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.859407424926758 (27.34780286681404) | > grad_norm_1: tensor(785.8382, device='cuda:0') (tensor(423.0053, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8759 (0.8501917912627538) | > loader_time: 0.01 (0.009767644129450323)  --> TIME: 2025-05-10 21:20:04 -- STEP: 387/725 -- GLOBAL_STEP: 275350 | > loss_disc: 2.0829102993011475 (2.211042712825211) | > loss_disc_real_0: 0.15162241458892822 (0.13788958996996387) | > loss_disc_real_1: 0.166055366396904 (0.19180509844645668) | > loss_disc_real_2: 0.18323452770709991 (0.18991622609839576) | > loss_disc_real_3: 0.21127590537071228 (0.20565349021469292) | > loss_disc_real_4: 0.1829749345779419 (0.19655941145672667) | > loss_disc_real_5: 0.19347359240055084 (0.2072748866808198) | > loss_0: 2.0829102993011475 (2.211042712825211) | > grad_norm_0: tensor(28.2255, device='cuda:0') (tensor(21.3109, device='cuda:0')) | > loss_gen: 3.054579734802246 (2.753001853785159) | > loss_kl: 1.7617496252059937 (1.7382575316638602) | > loss_feat: 9.342424392700195 (8.223954903062927) | > loss_mel: 14.803130149841309 (13.01790618403629) | > loss_duration: 1.7707785367965698 (1.675186495448268) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.732662200927734 (27.40830705825056) | > grad_norm_1: tensor(665.5911, device='cuda:0') (tensor(423.6992, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8536 (0.8498934806163303) | > loader_time: 0.0095 (0.009749465518527562)  --> TIME: 2025-05-10 21:20:47 -- STEP: 437/725 -- GLOBAL_STEP: 275400 | > loss_disc: 2.1841068267822266 (2.212165468617487) | > loss_disc_real_0: 0.1359834223985672 (0.13813621850867555) | > loss_disc_real_1: 0.1699061542749405 (0.19164577341325226) | > loss_disc_real_2: 0.2043253481388092 (0.1899563670499374) | > loss_disc_real_3: 0.18412692844867706 (0.2057761372636058) | > loss_disc_real_4: 0.18917517364025116 (0.19705746426871498) | > loss_disc_real_5: 0.20233650505542755 (0.20712794366908557) | > loss_0: 2.1841068267822266 (2.212165468617487) | > grad_norm_0: tensor(31.1206, device='cuda:0') (tensor(21.5449, device='cuda:0')) | > loss_gen: 2.9463279247283936 (2.755963021066697) | > loss_kl: 1.7144620418548584 (1.738866352925857) | > loss_feat: 9.585833549499512 (8.226153512295644) | > loss_mel: 14.76611614227295 (13.024533662425021) | > loss_duration: 1.6405317783355713 (1.6751832746531927) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.653270721435547 (27.420699916115066) | > grad_norm_1: tensor(573.9471, device='cuda:0') (tensor(424.3807, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.888 (0.8495697647810526) | > loader_time: 0.0101 (0.009727371639190605)  --> TIME: 2025-05-10 21:21:30 -- STEP: 487/725 -- GLOBAL_STEP: 275450 | > loss_disc: 2.4140915870666504 (2.2123200800384555) | > loss_disc_real_0: 0.17897918820381165 (0.13789469280588051) | > loss_disc_real_1: 0.2104199230670929 (0.19180715035119345) | > loss_disc_real_2: 0.2080463469028473 (0.1901467361122186) | > loss_disc_real_3: 0.20382258296012878 (0.2057808903208504) | > loss_disc_real_4: 0.2075367420911789 (0.19697352769560886) | > loss_disc_real_5: 0.23838840425014496 (0.20678649680570405) | > loss_0: 2.4140915870666504 (2.2123200800384555) | > grad_norm_0: tensor(19.9667, device='cuda:0') (tensor(21.8769, device='cuda:0')) | > loss_gen: 2.373485803604126 (2.755226970453283) | > loss_kl: 1.7548028230667114 (1.7376734542161287) | > loss_feat: 5.895125865936279 (8.205716184032516) | > loss_mel: 9.481122016906738 (13.013695773647548) | > loss_duration: 1.6572673320770264 (1.675683140265134) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.161802291870117 (27.38799560437212) | > grad_norm_1: tensor(344.4183, device='cuda:0') (tensor(429.4585, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8097 (0.8494822871268896) | > loader_time: 0.0091 (0.009767666979247297)  --> TIME: 2025-05-10 21:22:14 -- STEP: 537/725 -- GLOBAL_STEP: 275500 | > loss_disc: 2.1394166946411133 (2.2112162468375636) | > loss_disc_real_0: 0.12758222222328186 (0.13768524641875218) | > loss_disc_real_1: 0.18398764729499817 (0.19191476466824445) | > loss_disc_real_2: 0.17289185523986816 (0.1899582048534681) | > loss_disc_real_3: 0.206836998462677 (0.20557917832107298) | > loss_disc_real_4: 0.19816750288009644 (0.1969474603177449) | > loss_disc_real_5: 0.2081630825996399 (0.20679359065864777) | > loss_0: 2.1394166946411133 (2.2112162468375636) | > grad_norm_0: tensor(11.2506, device='cuda:0') (tensor(21.7890, device='cuda:0')) | > loss_gen: 2.6959362030029297 (2.7560977878073305) | > loss_kl: 1.5842128992080688 (1.7381213059860456) | > loss_feat: 8.375480651855469 (8.206267919842304) | > loss_mel: 13.08833122253418 (13.013491673176512) | > loss_duration: 1.6972882747650146 (1.6759774185425744) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.44124984741211 (27.389956188379493) | > grad_norm_1: tensor(241.4608, device='cuda:0') (tensor(430.0392, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8429 (0.8497302367922536) | > loader_time: 0.0111 (0.009805717059797858)  --> TIME: 2025-05-10 21:22:57 -- STEP: 587/725 -- GLOBAL_STEP: 275550 | > loss_disc: 2.13082218170166 (2.208892396402113) | > loss_disc_real_0: 0.1247406005859375 (0.13725145076745812) | > loss_disc_real_1: 0.22230038046836853 (0.19180133050304454) | > loss_disc_real_2: 0.17332254350185394 (0.18971131775001449) | > loss_disc_real_3: 0.20566913485527039 (0.20535956808005731) | > loss_disc_real_4: 0.18594905734062195 (0.1968567101776702) | > loss_disc_real_5: 0.14357616007328033 (0.20650206958110323) | > loss_0: 2.13082218170166 (2.208892396402113) | > grad_norm_0: tensor(15.1378, device='cuda:0') (tensor(21.9320, device='cuda:0')) | > loss_gen: 3.058884620666504 (2.7610444486445833) | > loss_kl: 1.6583448648452759 (1.736413767431217) | > loss_feat: 9.020687103271484 (8.22363170367082) | > loss_mel: 14.614469528198242 (13.041357816991855) | > loss_duration: 1.6615300178527832 (1.6756052180896222) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.013916015625 (27.43805301412813) | > grad_norm_1: tensor(673.6558, device='cuda:0') (tensor(436.5011, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8575 (0.8493598656922424) | > loader_time: 0.0094 (0.009804706963404285)  --> TIME: 2025-05-10 21:23:40 -- STEP: 637/725 -- GLOBAL_STEP: 275600 | > loss_disc: 2.1754863262176514 (2.2087570436333914) | > loss_disc_real_0: 0.12258056551218033 (0.13779968517471325) | > loss_disc_real_1: 0.19748777151107788 (0.19167705946945507) | > loss_disc_real_2: 0.17745427787303925 (0.18975291210497192) | > loss_disc_real_3: 0.21654000878334045 (0.20533874371268881) | > loss_disc_real_4: 0.19376008212566376 (0.19676072069763945) | > loss_disc_real_5: 0.17860214412212372 (0.20619145524651505) | > loss_0: 2.1754863262176514 (2.2087570436333914) | > grad_norm_0: tensor(19.7672, device='cuda:0') (tensor(22.3687, device='cuda:0')) | > loss_gen: 2.6504111289978027 (2.763463118761262) | > loss_kl: 1.796973705291748 (1.73628560377627) | > loss_feat: 8.846793174743652 (8.228520342469015) | > loss_mel: 13.448920249938965 (13.049638617918292) | > loss_duration: 1.6564112901687622 (1.6756603536276473) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.39950942993164 (27.45356809175931) | > grad_norm_1: tensor(391.4022, device='cuda:0') (tensor(439.7975, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8451 (0.8492170226068658) | > loader_time: 0.0097 (0.009793254232481478)  --> TIME: 2025-05-10 21:24:23 -- STEP: 687/725 -- GLOBAL_STEP: 275650 | > loss_disc: 2.2020392417907715 (2.2087935771484037) | > loss_disc_real_0: 0.10584592074155807 (0.13752113695336396) | > loss_disc_real_1: 0.1958218365907669 (0.19160666476170574) | > loss_disc_real_2: 0.18341666460037231 (0.18984316621284814) | > loss_disc_real_3: 0.19098733365535736 (0.20534103126244782) | > loss_disc_real_4: 0.1789042353630066 (0.19689959402601437) | > loss_disc_real_5: 0.20989373326301575 (0.20643340224695683) | > loss_0: 2.2020392417907715 (2.2087935771484037) | > grad_norm_0: tensor(18.6685, device='cuda:0') (tensor(22.2111, device='cuda:0')) | > loss_gen: 2.7399742603302 (2.7624402934633805) | > loss_kl: 1.7439619302749634 (1.7376871598339498) | > loss_feat: 8.617539405822754 (8.2357485158995) | > loss_mel: 13.692275047302246 (13.053146362304688) | > loss_duration: 1.6736011505126953 (1.6756698772896852) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.46735191345215 (27.464692258765425) | > grad_norm_1: tensor(545.8766, device='cuda:0') (tensor(440.8744, device='cuda:0')) | > current_lr_0: 0.00019225351613210746 | > current_lr_1: 0.00019225351613210746 | > step_time: 0.8479 (0.8483808415425393) | > loader_time: 0.0106 (0.009795593556011265)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.219619035720825 (2.219619035720825) | > loss_disc_real_0: 0.17409639060497284 (0.17409639060497284) | > loss_disc_real_1: 0.1713484525680542 (0.1713484525680542) | > loss_disc_real_2: 0.22735843062400818 (0.22735843062400818) | > loss_disc_real_3: 0.22478123009204865 (0.22478123009204865) | > loss_disc_real_4: 0.2965109646320343 (0.2965109646320343) | > loss_disc_real_5: 0.25263649225234985 (0.25263649225234985) | > loss_0: 2.219619035720825 (2.219619035720825) | > loss_gen: 3.221437692642212 (3.221437692642212) | > loss_kl: 1.9771732091903687 (1.9771732091903687) | > loss_feat: 10.030572891235352 (10.030572891235352) | > loss_mel: 15.91834545135498 (15.91834545135498) | > loss_duration: 1.7042179107666016 (1.7042179107666016) | > loss_1: 32.85174560546875 (32.85174560546875)  --> STEP: 1 | > loss_disc: 2.3847367763519287 (2.3847367763519287) | > loss_disc_real_0: 0.19752980768680573 (0.19752980768680573) | > loss_disc_real_1: 0.18976818025112152 (0.18976818025112152) | > loss_disc_real_2: 0.25047555565834045 (0.25047555565834045) | > loss_disc_real_3: 0.23680655658245087 (0.23680655658245087) | > loss_disc_real_4: 0.28495293855667114 (0.28495293855667114) | > loss_disc_real_5: 0.26460573077201843 (0.26460573077201843) | > loss_0: 2.3847367763519287 (2.3847367763519287) | > loss_gen: 2.8689873218536377 (2.8689873218536377) | > loss_kl: 2.198741912841797 (2.198741912841797) | > loss_feat: 7.12167501449585 (7.12167501449585) | > loss_mel: 13.356535911560059 (13.356535911560059) | > loss_duration: 1.8082350492477417 (1.8082350492477417) | > loss_1: 27.354175567626953 (27.354175567626953)  --> STEP: 2 | > loss_disc: 2.3727328777313232 (2.378734827041626) | > loss_disc_real_0: 0.1833963245153427 (0.19046306610107422) | > loss_disc_real_1: 0.1756361424922943 (0.18270216137170792) | > loss_disc_real_2: 0.23729924857616425 (0.24388740211725235) | > loss_disc_real_3: 0.22613543272018433 (0.2314709946513176) | > loss_disc_real_4: 0.2934190332889557 (0.2891859859228134) | > loss_disc_real_5: 0.23289090394973755 (0.248748317360878) | > loss_0: 2.3727328777313232 (2.378734827041626) | > loss_gen: 2.786116123199463 (2.8275517225265503) | > loss_kl: 1.8864928483963013 (2.042617380619049) | > loss_feat: 7.377688884735107 (7.2496819496154785) | > loss_mel: 12.218883514404297 (12.787709712982178) | > loss_duration: 1.8510088920593262 (1.829621970653534) | > loss_1: 26.12019157409668 (26.737183570861816)  --> STEP: 3 | > loss_disc: 2.3053479194641113 (2.3542725245157876) | > loss_disc_real_0: 0.17537711560726166 (0.18543441593647003) | > loss_disc_real_1: 0.17909102141857147 (0.18149844805399576) | > loss_disc_real_2: 0.2264799326658249 (0.23808491230010986) | > loss_disc_real_3: 0.21746516227722168 (0.2268023838599523) | > loss_disc_real_4: 0.2814619243144989 (0.28661129872004193) | > loss_disc_real_5: 0.25380149483680725 (0.25043270985285443) | > loss_0: 2.3053479194641113 (2.3542725245157876) | > loss_gen: 2.923557996749878 (2.859553813934326) | > loss_kl: 1.9183274507522583 (2.0011874039967856) | > loss_feat: 7.944640159606934 (7.481334686279297) | > loss_mel: 13.293132781982422 (12.956184069315592) | > loss_duration: 1.821178913116455 (1.8268076181411743) | > loss_1: 27.900836944580078 (27.125068028767902)  --> STEP: 4 | > loss_disc: 2.2480294704437256 (2.327711760997772) | > loss_disc_real_0: 0.14656904339790344 (0.17571807280182838) | > loss_disc_real_1: 0.18653202056884766 (0.18275684118270874) | > loss_disc_real_2: 0.23051193356513977 (0.23619166761636734) | > loss_disc_real_3: 0.18972022831439972 (0.21753184497356415) | > loss_disc_real_4: 0.3101741671562195 (0.2925020158290863) | > loss_disc_real_5: 0.22789905965328217 (0.24479929730296135) | > loss_0: 2.2480294704437256 (2.327711760997772) | > loss_gen: 3.0025649070739746 (2.8953065872192383) | > loss_kl: 1.9978095293045044 (2.000342935323715) | > loss_feat: 9.499173164367676 (7.985794305801392) | > loss_mel: 14.314241409301758 (13.295698404312134) | > loss_duration: 1.7645143270492554 (1.8112342953681946) | > loss_1: 30.578304290771484 (27.9883770942688) --> EVAL PERFORMANCE | > avg_loader_time: 0.28655141592025757 (+0.006017029285430908) | > avg_loss_disc: 2.327711760997772 (-0.034884870052337646) | > avg_loss_disc_real_0: 0.17571807280182838 (+0.006805576384067535) | > avg_loss_disc_real_1: 0.18275684118270874 (-0.004786942154169083) | > avg_loss_disc_real_2: 0.23619166761636734 (+0.005732841789722443) | > avg_loss_disc_real_3: 0.21753184497356415 (-0.0029171258211135864) | > avg_loss_disc_real_4: 0.2925020158290863 (+0.04707740619778633) | > avg_loss_disc_real_5: 0.24479929730296135 (+0.06418157368898392) | > avg_loss_0: 2.327711760997772 (-0.034884870052337646) | > avg_loss_gen: 2.8953065872192383 (+0.3964768648147583) | > avg_loss_kl: 2.000342935323715 (-0.04109874367713928) | > avg_loss_feat: 7.985794305801392 (+0.7140803337097168) | > avg_loss_mel: 13.295698404312134 (+0.6427452564239502) | > avg_loss_duration: 1.8112342953681946 (+0.0006589889526367188) | > avg_loss_1: 27.9883770942688 (+1.7128639221191406)  > EPOCH: 317/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 21:25:01)   --> TIME: 2025-05-10 21:25:14 -- STEP: 12/725 -- GLOBAL_STEP: 275700 | > loss_disc: 2.246060848236084 (2.194822986920675) | > loss_disc_real_0: 0.17010827362537384 (0.14165222644805908) | > loss_disc_real_1: 0.22269414365291595 (0.1930441694955031) | > loss_disc_real_2: 0.16833606362342834 (0.18501435592770576) | > loss_disc_real_3: 0.20752671360969543 (0.20270049447814623) | > loss_disc_real_4: 0.18389081954956055 (0.18616062154372534) | > loss_disc_real_5: 0.21576951444149017 (0.21049588546156883) | > loss_0: 2.246060848236084 (2.194822986920675) | > grad_norm_0: tensor(47.5457, device='cuda:0') (tensor(25.3341, device='cuda:0')) | > loss_gen: 2.858306884765625 (2.798148254553477) | > loss_kl: 1.7446600198745728 (1.712597519159317) | > loss_feat: 9.755208969116211 (8.543098529179892) | > loss_mel: 14.574684143066406 (13.421352863311768) | > loss_duration: 1.6982977390289307 (1.6761951446533203) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.63115882873535 (28.151392459869385) | > grad_norm_1: tensor(847.5272, device='cuda:0') (tensor(538.1484, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8585 (0.8410664399464926) | > loader_time: 0.0123 (0.01292353868484497)  --> TIME: 2025-05-10 21:25:58 -- STEP: 62/725 -- GLOBAL_STEP: 275750 | > loss_disc: 2.1077020168304443 (2.2162235782992465) | > loss_disc_real_0: 0.16160492599010468 (0.1428513387518544) | > loss_disc_real_1: 0.17833870649337769 (0.19253548763452039) | > loss_disc_real_2: 0.18038298189640045 (0.189477696534126) | > loss_disc_real_3: 0.20712807774543762 (0.20581405153197627) | > loss_disc_real_4: 0.18077179789543152 (0.19486091790660734) | > loss_disc_real_5: 0.19308780133724213 (0.20697708980691049) | > loss_0: 2.1077020168304443 (2.2162235782992465) | > grad_norm_0: tensor(39.0763, device='cuda:0') (tensor(24.5312, device='cuda:0')) | > loss_gen: 2.853952407836914 (2.7538824004511677) | > loss_kl: 1.6685400009155273 (1.725660591356216) | > loss_feat: 9.019533157348633 (8.196667971149573) | > loss_mel: 13.89953327178955 (13.026288786242086) | > loss_duration: 1.7027024030685425 (1.6692139544794637) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.14426040649414 (27.37171369983304) | > grad_norm_1: tensor(651.4681, device='cuda:0') (tensor(450.0453, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8369 (0.8559540471723003) | > loader_time: 0.0097 (0.012413067202414236)  --> TIME: 2025-05-10 21:26:41 -- STEP: 112/725 -- GLOBAL_STEP: 275800 | > loss_disc: 1.9845328330993652 (2.2116615495511462) | > loss_disc_real_0: 0.12751293182373047 (0.14008798390360808) | > loss_disc_real_1: 0.1617930680513382 (0.1911994039214083) | > loss_disc_real_2: 0.16416089236736298 (0.18841355360512216) | > loss_disc_real_3: 0.17088498175144196 (0.2069848348785724) | > loss_disc_real_4: 0.15288995206356049 (0.19583754986524582) | > loss_disc_real_5: 0.20224282145500183 (0.20615712979010173) | > loss_0: 1.9845328330993652 (2.2116615495511462) | > grad_norm_0: tensor(25.5395, device='cuda:0') (tensor(23.6895, device='cuda:0')) | > loss_gen: 3.0146090984344482 (2.7526136359998157) | > loss_kl: 1.6610608100891113 (1.720863507262298) | > loss_feat: 9.807699203491211 (8.188944680350172) | > loss_mel: 15.309964179992676 (13.011879316398076) | > loss_duration: 1.6682807207107544 (1.6737053851996149) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.46161460876465 (27.34800660610199) | > grad_norm_1: tensor(680.8576, device='cuda:0') (tensor(453.3030, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8245 (0.8540696097271783) | > loader_time: 0.0102 (0.011732963579041618)  --> TIME: 2025-05-10 21:27:25 -- STEP: 162/725 -- GLOBAL_STEP: 275850 | > loss_disc: 2.2109534740448 (2.1974060086556437) | > loss_disc_real_0: 0.12193530797958374 (0.1371038667397734) | > loss_disc_real_1: 0.17966675758361816 (0.19001697647718735) | > loss_disc_real_2: 0.1992744356393814 (0.18811018470628757) | > loss_disc_real_3: 0.16750921308994293 (0.20581759604406946) | > loss_disc_real_4: 0.2048611044883728 (0.19530573137748392) | > loss_disc_real_5: 0.2209639549255371 (0.20567799092810832) | > loss_0: 2.2109534740448 (2.1974060086556437) | > grad_norm_0: tensor(21.2932, device='cuda:0') (tensor(22.7890, device='cuda:0')) | > loss_gen: 2.789440870285034 (2.7716217497248707) | > loss_kl: 1.844849944114685 (1.7245234545366264) | > loss_feat: 9.103313446044922 (8.281097997853786) | > loss_mel: 13.86197280883789 (13.134685569339329) | > loss_duration: 1.6212108135223389 (1.674414960690487) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.22078514099121 (27.58634372993751) | > grad_norm_1: tensor(522.4735, device='cuda:0') (tensor(447.2660, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8306 (0.8541413015789456) | > loader_time: 0.0118 (0.011576939512182163)  --> TIME: 2025-05-10 21:28:08 -- STEP: 212/725 -- GLOBAL_STEP: 275900 | > loss_disc: 2.3326942920684814 (2.1971536340578557) | > loss_disc_real_0: 0.15971413254737854 (0.13669437616360638) | > loss_disc_real_1: 0.20271873474121094 (0.18979901180795897) | > loss_disc_real_2: 0.21283574402332306 (0.18882397267053708) | > loss_disc_real_3: 0.21860744059085846 (0.2057872122188784) | > loss_disc_real_4: 0.22854916751384735 (0.19476724739344614) | > loss_disc_real_5: 0.20726650953292847 (0.20588974696847628) | > loss_0: 2.3326942920684814 (2.1971536340578557) | > grad_norm_0: tensor(17.6026, device='cuda:0') (tensor(22.7459, device='cuda:0')) | > loss_gen: 2.595338821411133 (2.7728823715785764) | > loss_kl: 1.5184565782546997 (1.729932425719387) | > loss_feat: 6.735740661621094 (8.29495881638437) | > loss_mel: 11.4279203414917 (13.148698707796493) | > loss_duration: 1.6847504377365112 (1.6742660330151615) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.96220588684082 (27.620738362366293) | > grad_norm_1: tensor(468.5388, device='cuda:0') (tensor(450.6659, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8543 (0.8543141900368456) | > loader_time: 0.0109 (0.011498858343880132)  --> TIME: 2025-05-10 21:28:51 -- STEP: 262/725 -- GLOBAL_STEP: 275950 | > loss_disc: 2.0969202518463135 (2.1960655236972215) | > loss_disc_real_0: 0.09338588267564774 (0.13575551445588815) | > loss_disc_real_1: 0.19198077917099 (0.1900409784822063) | > loss_disc_real_2: 0.21834354102611542 (0.18912331930553639) | > loss_disc_real_3: 0.22694851458072662 (0.2056612266611507) | > loss_disc_real_4: 0.17832604050636292 (0.19542511035012836) | > loss_disc_real_5: 0.2051643431186676 (0.20563855101816528) | > loss_0: 2.0969202518463135 (2.1960655236972215) | > grad_norm_0: tensor(19.4078, device='cuda:0') (tensor(22.4644, device='cuda:0')) | > loss_gen: 3.0674920082092285 (2.7804272211234986) | > loss_kl: 1.7139480113983154 (1.726521975666512) | > loss_feat: 9.210456848144531 (8.303097865053719) | > loss_mel: 14.189774513244629 (13.175171105916263) | > loss_duration: 1.6744720935821533 (1.6755042490158374) | > amp_scaler: 128.0 (264.30534351145036) | > loss_1: 29.856143951416016 (27.660722492305375) | > grad_norm_1: tensor(605.9112, device='cuda:0') (tensor(445.6129, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8956 (0.8527582547136845) | > loader_time: 0.01 (0.01142618037362135)  --> TIME: 2025-05-10 21:29:35 -- STEP: 312/725 -- GLOBAL_STEP: 276000 | > loss_disc: 2.209559202194214 (2.1985422537112873) | > loss_disc_real_0: 0.14418238401412964 (0.13627539501071753) | > loss_disc_real_1: 0.187946617603302 (0.19055386570592714) | > loss_disc_real_2: 0.17757166922092438 (0.18946226399678445) | > loss_disc_real_3: 0.21966241300106049 (0.2057852051101434) | > loss_disc_real_4: 0.19182738661766052 (0.19527938513037482) | > loss_disc_real_5: 0.22514690458774567 (0.20563200670175064) | > loss_0: 2.209559202194214 (2.1985422537112873) | > grad_norm_0: tensor(23.0635, device='cuda:0') (tensor(22.0923, device='cuda:0')) | > loss_gen: 2.748779535293579 (2.7760305954859805) | > loss_kl: 1.666108250617981 (1.7200788095211372) | > loss_feat: 8.519919395446777 (8.273241836291096) | > loss_mel: 13.4375638961792 (13.168565224378536) | > loss_duration: 1.6622886657714844 (1.6737387493634834) | > amp_scaler: 128.0 (242.46153846153845) | > loss_1: 28.03466033935547 (27.611655253630417) | > grad_norm_1: tensor(643.4532, device='cuda:0') (tensor(444.8018, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8416 (0.8521187634040148) | > loader_time: 0.0122 (0.011427709689507114) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_276000.pth  --> TIME: 2025-05-10 21:30:20 -- STEP: 362/725 -- GLOBAL_STEP: 276050 | > loss_disc: 2.27189040184021 (2.202765743047495) | > loss_disc_real_0: 0.14758868515491486 (0.13715870746344508) | > loss_disc_real_1: 0.2066134661436081 (0.19069039788694012) | > loss_disc_real_2: 0.2396668642759323 (0.18992430502703175) | > loss_disc_real_3: 0.21314674615859985 (0.20573006842017832) | > loss_disc_real_4: 0.23723436892032623 (0.19566172472515156) | > loss_disc_real_5: 0.2318776696920395 (0.20571945541800715) | > loss_0: 2.27189040184021 (2.202765743047495) | > grad_norm_0: tensor(21.5561, device='cuda:0') (tensor(22.1243, device='cuda:0')) | > loss_gen: 2.871490955352783 (2.7727976082438253) | > loss_kl: 1.560081958770752 (1.7128424051716842) | > loss_feat: 8.120328903198242 (8.252777658114779) | > loss_mel: 12.735764503479004 (13.150799983114169) | > loss_duration: 1.6065664291381836 (1.672061754195071) | > amp_scaler: 128.0 (226.65193370165747) | > loss_1: 26.89423370361328 (27.56127943913581) | > grad_norm_1: tensor(334.3876, device='cuda:0') (tensor(442.8308, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8447 (0.8522378792420277) | > loader_time: 0.0102 (0.011410798815732502)  --> TIME: 2025-05-10 21:31:04 -- STEP: 412/725 -- GLOBAL_STEP: 276100 | > loss_disc: 2.2276976108551025 (2.2025831903068753) | > loss_disc_real_0: 0.15034818649291992 (0.1370429510196438) | > loss_disc_real_1: 0.19124719500541687 (0.19057548852655495) | > loss_disc_real_2: 0.206820547580719 (0.1894167685899341) | > loss_disc_real_3: 0.19167067110538483 (0.20578718937716436) | > loss_disc_real_4: 0.21059469878673553 (0.19569632316966656) | > loss_disc_real_5: 0.21758463978767395 (0.20602820951093748) | > loss_0: 2.2276976108551025 (2.2025831903068753) | > grad_norm_0: tensor(16.7052, device='cuda:0') (tensor(22.2377, device='cuda:0')) | > loss_gen: 2.7728517055511475 (2.7713077664375296) | > loss_kl: 1.6966317892074585 (1.7144941236208944) | > loss_feat: 8.180472373962402 (8.25082720483392) | > loss_mel: 12.508186340332031 (13.15245577432577) | > loss_duration: 1.6726741790771484 (1.6722890647869666) | > amp_scaler: 128.0 (214.67961165048544) | > loss_1: 26.8308162689209 (27.561373918959237) | > grad_norm_1: tensor(79.7453, device='cuda:0') (tensor(442.6147, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.862 (0.8523991414644185) | > loader_time: 0.0099 (0.011408960934981558)  --> TIME: 2025-05-10 21:31:47 -- STEP: 462/725 -- GLOBAL_STEP: 276150 | > loss_disc: 2.2052245140075684 (2.202234909647986) | > loss_disc_real_0: 0.14324691891670227 (0.13712930263249926) | > loss_disc_real_1: 0.16849245131015778 (0.1903690163578306) | > loss_disc_real_2: 0.19738565385341644 (0.1890376712401192) | > loss_disc_real_3: 0.20581449568271637 (0.20574935374063846) | > loss_disc_real_4: 0.19380958378314972 (0.19590228308975952) | > loss_disc_real_5: 0.19763988256454468 (0.20622053519858943) | > loss_0: 2.2052245140075684 (2.202234909647986) | > grad_norm_0: tensor(16.6418, device='cuda:0') (tensor(22.3777, device='cuda:0')) | > loss_gen: 2.6868202686309814 (2.7720025973918623) | > loss_kl: 1.8029799461364746 (1.7140712727715959) | > loss_feat: 8.06459903717041 (8.264457908027621) | > loss_mel: 13.122796058654785 (13.162178939555114) | > loss_duration: 1.7062439918518066 (1.6723708850996835) | > amp_scaler: 128.0 (205.2987012987013) | > loss_1: 27.383440017700195 (27.585081579365255) | > grad_norm_1: tensor(488.8331, device='cuda:0') (tensor(444.5087, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8031 (0.8518543403386037) | > loader_time: 0.013 (0.011438394005680497)  --> TIME: 2025-05-10 21:32:30 -- STEP: 512/725 -- GLOBAL_STEP: 276200 | > loss_disc: 2.290339469909668 (2.2034606584347776) | > loss_disc_real_0: 0.15119867026805878 (0.13711323484312762) | > loss_disc_real_1: 0.2071990966796875 (0.19051782813039608) | > loss_disc_real_2: 0.197638139128685 (0.1890471574733965) | > loss_disc_real_3: 0.2098201960325241 (0.20579314514179714) | > loss_disc_real_4: 0.198696106672287 (0.19598377958755006) | > loss_disc_real_5: 0.18520450592041016 (0.20633059294777922) | > loss_0: 2.290339469909668 (2.2034606584347776) | > grad_norm_0: tensor(19.8664, device='cuda:0') (tensor(22.1046, device='cuda:0')) | > loss_gen: 2.615128755569458 (2.76750128250569) | > loss_kl: 1.6671183109283447 (1.7139757920522243) | > loss_feat: 7.310144424438477 (8.233978873118765) | > loss_mel: 11.873913764953613 (13.121677862480283) | > loss_duration: 1.6407504081726074 (1.6729599088430405) | > amp_scaler: 128.0 (197.75) | > loss_1: 25.107057571411133 (27.510093703866005) | > grad_norm_1: tensor(396.7556, device='cuda:0') (tensor(441.8369, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8753 (0.8517705635167658) | > loader_time: 0.0123 (0.011421858333051205)  --> TIME: 2025-05-10 21:33:14 -- STEP: 562/725 -- GLOBAL_STEP: 276250 | > loss_disc: 2.214407444000244 (2.203902419351598) | > loss_disc_real_0: 0.14059339463710785 (0.1367909556579549) | > loss_disc_real_1: 0.1776983141899109 (0.1905563469459153) | > loss_disc_real_2: 0.15368397533893585 (0.18917735917924566) | > loss_disc_real_3: 0.2309621125459671 (0.20591426571811214) | > loss_disc_real_4: 0.1958179920911789 (0.19602365550515485) | > loss_disc_real_5: 0.18463745713233948 (0.206625526777578) | > loss_0: 2.214407444000244 (2.203902419351598) | > grad_norm_0: tensor(10.7709, device='cuda:0') (tensor(22.0415, device='cuda:0')) | > loss_gen: 2.7798373699188232 (2.7665526302683814) | > loss_kl: 1.7004929780960083 (1.7180029310789822) | > loss_feat: 8.050592422485352 (8.226556980737167) | > loss_mel: 12.580507278442383 (13.111324663264048) | > loss_duration: 1.648437738418579 (1.6730274672610055) | > amp_scaler: 128.0 (191.54448398576514) | > loss_1: 26.75986671447754 (27.495464654155477) | > grad_norm_1: tensor(400.5015, device='cuda:0') (tensor(442.8593, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.9088 (0.8515419035195455) | > loader_time: 0.0118 (0.011442936187961347)  --> TIME: 2025-05-10 21:33:58 -- STEP: 612/725 -- GLOBAL_STEP: 276300 | > loss_disc: 2.2227931022644043 (2.2048836003721153) | > loss_disc_real_0: 0.14176200330257416 (0.1371661036768382) | > loss_disc_real_1: 0.175262451171875 (0.19051827139714184) | > loss_disc_real_2: 0.18488720059394836 (0.18936919311390218) | > loss_disc_real_3: 0.20576491951942444 (0.205926373138342) | > loss_disc_real_4: 0.18650566041469574 (0.19602832427017042) | > loss_disc_real_5: 0.23742420971393585 (0.20655491061849524) | > loss_0: 2.2227931022644043 (2.2048836003721153) | > grad_norm_0: tensor(28.7989, device='cuda:0') (tensor(22.1054, device='cuda:0')) | > loss_gen: 2.7296645641326904 (2.765661861382277) | > loss_kl: 1.7649707794189453 (1.7172577679157257) | > loss_feat: 7.861276149749756 (8.224560739947307) | > loss_mel: 12.650901794433594 (13.09569769747117) | > loss_duration: 1.6103020906448364 (1.6726640470666814) | > amp_scaler: 128.0 (186.3529411764707) | > loss_1: 26.617115020751953 (27.475842095668032) | > grad_norm_1: tensor(598.6584, device='cuda:0') (tensor(443.7616, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8153 (0.8526327349002065) | > loader_time: 0.0104 (0.011449206109140435)  --> TIME: 2025-05-10 21:34:41 -- STEP: 662/725 -- GLOBAL_STEP: 276350 | > loss_disc: 2.2074146270751953 (2.2051344328416462) | > loss_disc_real_0: 0.10445007681846619 (0.13746240981530955) | > loss_disc_real_1: 0.1889025717973709 (0.19053978007005418) | > loss_disc_real_2: 0.20101787149906158 (0.18927594625427657) | > loss_disc_real_3: 0.19201184809207916 (0.20595858932621885) | > loss_disc_real_4: 0.168589785695076 (0.19599012749162667) | > loss_disc_real_5: 0.20712079107761383 (0.20661571248240332) | > loss_0: 2.2074146270751953 (2.2051344328416462) | > grad_norm_0: tensor(32.0479, device='cuda:0') (tensor(22.4239, device='cuda:0')) | > loss_gen: 2.8005740642547607 (2.769012387425515) | > loss_kl: 1.785895586013794 (1.717952847480774) | > loss_feat: 8.52807903289795 (8.233467053070527) | > loss_mel: 12.942487716674805 (13.096998302598013) | > loss_duration: 1.6762028932571411 (1.6732035992368823) | > amp_scaler: 128.0 (181.9456193353474) | > loss_1: 27.733238220214844 (27.490634186390313) | > grad_norm_1: tensor(537.1371, device='cuda:0') (tensor(445.7087, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.8612 (0.8517736243337303) | > loader_time: 0.0124 (0.011449438567608146)  --> TIME: 2025-05-10 21:35:24 -- STEP: 712/725 -- GLOBAL_STEP: 276400 | > loss_disc: 2.274254083633423 (2.2049840621733967) | > loss_disc_real_0: 0.12771128118038177 (0.13759061930638372) | > loss_disc_real_1: 0.16806168854236603 (0.19065795074939057) | > loss_disc_real_2: 0.21160797774791718 (0.1893791274868707) | > loss_disc_real_3: 0.20942702889442444 (0.20573786957963794) | > loss_disc_real_4: 0.2191789150238037 (0.1960867068866329) | > loss_disc_real_5: 0.23852628469467163 (0.20634672267550824) | > loss_0: 2.274254083633423 (2.2049840621733967) | > grad_norm_0: tensor(14.2071, device='cuda:0') (tensor(22.0782, device='cuda:0')) | > loss_gen: 2.6343047618865967 (2.7682441275441216) | > loss_kl: 1.9306269884109497 (1.719893676678786) | > loss_feat: 7.29411506652832 (8.235692414674862) | > loss_mel: 12.875923156738281 (13.101735074868364) | > loss_duration: 1.6727181673049927 (1.6730029891046239) | > amp_scaler: 128.0 (178.15730337078654) | > loss_1: 26.40768814086914 (27.498568296432506) | > grad_norm_1: tensor(428.5352, device='cuda:0') (tensor(439.1443, device='cuda:0')) | > current_lr_0: 0.00019222948444259095 | > current_lr_1: 0.00019222948444259095 | > step_time: 0.831 (0.8516867157448543) | > loader_time: 0.0125 (0.011443757943892742)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3484249114990234 (2.3484249114990234) | > loss_disc_real_0: 0.19276084005832672 (0.19276084005832672) | > loss_disc_real_1: 0.20833177864551544 (0.20833177864551544) | > loss_disc_real_2: 0.1841265708208084 (0.1841265708208084) | > loss_disc_real_3: 0.2373044639825821 (0.2373044639825821) | > loss_disc_real_4: 0.20180921256542206 (0.20180921256542206) | > loss_disc_real_5: 0.2660560607910156 (0.2660560607910156) | > loss_0: 2.3484249114990234 (2.3484249114990234) | > loss_gen: 2.7852697372436523 (2.7852697372436523) | > loss_kl: 2.1939868927001953 (2.1939868927001953) | > loss_feat: 8.31163501739502 (8.31163501739502) | > loss_mel: 12.95995807647705 (12.95995807647705) | > loss_duration: 1.6934552192687988 (1.6934552192687988) | > loss_1: 27.944305419921875 (27.944305419921875)  --> STEP: 1 | > loss_disc: 2.357591152191162 (2.357591152191162) | > loss_disc_real_0: 0.18151326477527618 (0.18151326477527618) | > loss_disc_real_1: 0.1868824064731598 (0.1868824064731598) | > loss_disc_real_2: 0.17948055267333984 (0.17948055267333984) | > loss_disc_real_3: 0.22828638553619385 (0.22828638553619385) | > loss_disc_real_4: 0.21960783004760742 (0.21960783004760742) | > loss_disc_real_5: 0.2872193157672882 (0.2872193157672882) | > loss_0: 2.357591152191162 (2.357591152191162) | > loss_gen: 2.7001864910125732 (2.7001864910125732) | > loss_kl: 2.2383174896240234 (2.2383174896240234) | > loss_feat: 8.11898136138916 (8.11898136138916) | > loss_mel: 13.755922317504883 (13.755922317504883) | > loss_duration: 1.8004772663116455 (1.8004772663116455) | > loss_1: 28.61388397216797 (28.61388397216797)  --> STEP: 2 | > loss_disc: 2.3542633056640625 (2.3559272289276123) | > loss_disc_real_0: 0.21436186134815216 (0.19793756306171417) | > loss_disc_real_1: 0.19923628866672516 (0.19305934756994247) | > loss_disc_real_2: 0.17389653623104095 (0.1766885444521904) | > loss_disc_real_3: 0.2283196598291397 (0.22830302268266678) | > loss_disc_real_4: 0.22201861441135406 (0.22081322222948074) | > loss_disc_real_5: 0.3019605875015259 (0.29458995163440704) | > loss_0: 2.3542633056640625 (2.3559272289276123) | > loss_gen: 2.8538084030151367 (2.776997447013855) | > loss_kl: 2.0264346599578857 (2.1323760747909546) | > loss_feat: 8.512056350708008 (8.315518856048584) | > loss_mel: 13.816805839538574 (13.786364078521729) | > loss_duration: 1.8472427129745483 (1.823859989643097) | > loss_1: 29.05634880065918 (28.835116386413574)  --> STEP: 3 | > loss_disc: 2.3547470569610596 (2.3555338382720947) | > loss_disc_real_0: 0.20855769515037537 (0.2014776070912679) | > loss_disc_real_1: 0.20351088047027588 (0.19654319187005362) | > loss_disc_real_2: 0.17178691923618317 (0.175054669380188) | > loss_disc_real_3: 0.2132808417081833 (0.22329562902450562) | > loss_disc_real_4: 0.2316172868013382 (0.22441457708676657) | > loss_disc_real_5: 0.27158093452453613 (0.2869202792644501) | > loss_0: 2.3547470569610596 (2.3555338382720947) | > loss_gen: 2.776498794555664 (2.7768312295277915) | > loss_kl: 2.0191025733947754 (2.094618240992228) | > loss_feat: 7.783255100250244 (8.138097604115805) | > loss_mel: 13.394344329833984 (13.655690828959147) | > loss_duration: 1.8083703517913818 (1.8186967770258586) | > loss_1: 27.781570434570312 (28.48393440246582)  --> STEP: 4 | > loss_disc: 2.159172534942627 (2.306443512439728) | > loss_disc_real_0: 0.19272519648075104 (0.1992895044386387) | > loss_disc_real_1: 0.1874094009399414 (0.19425974413752556) | > loss_disc_real_2: 0.177479550242424 (0.175660889595747) | > loss_disc_real_3: 0.17311517894268036 (0.2107505165040493) | > loss_disc_real_4: 0.20738601684570312 (0.2201574370265007) | > loss_disc_real_5: 0.2777273654937744 (0.28462205082178116) | > loss_0: 2.159172534942627 (2.306443512439728) | > loss_gen: 3.003368377685547 (2.8334655165672302) | > loss_kl: 1.9664720296859741 (2.0625816881656647) | > loss_feat: 9.279756546020508 (8.42351233959198) | > loss_mel: 15.072378158569336 (14.009862661361694) | > loss_duration: 1.7491461038589478 (1.8013091087341309) | > loss_1: 31.071121215820312 (29.130731105804443) --> EVAL PERFORMANCE | > avg_loader_time: 0.27770406007766724 (-0.008847355842590332) | > avg_loss_disc: 2.306443512439728 (-0.021268248558044434) | > avg_loss_disc_real_0: 0.1992895044386387 (+0.023571431636810303) | > avg_loss_disc_real_1: 0.19425974413752556 (+0.011502902954816818) | > avg_loss_disc_real_2: 0.175660889595747 (-0.060530778020620346) | > avg_loss_disc_real_3: 0.2107505165040493 (-0.006781328469514847) | > avg_loss_disc_real_4: 0.2201574370265007 (-0.0723445788025856) | > avg_loss_disc_real_5: 0.28462205082178116 (+0.03982275351881981) | > avg_loss_0: 2.306443512439728 (-0.021268248558044434) | > avg_loss_gen: 2.8334655165672302 (-0.06184107065200806) | > avg_loss_kl: 2.0625816881656647 (+0.06223875284194946) | > avg_loss_feat: 8.42351233959198 (+0.4377180337905884) | > avg_loss_mel: 14.009862661361694 (+0.7141642570495605) | > avg_loss_duration: 1.8013091087341309 (-0.00992518663406372) | > avg_loss_1: 29.130731105804443 (+1.1423540115356445)  > EPOCH: 318/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 21:35:41)   --> TIME: 2025-05-10 21:36:15 -- STEP: 37/725 -- GLOBAL_STEP: 276450 | > loss_disc: 2.277024507522583 (2.222127379597844) | > loss_disc_real_0: 0.20049692690372467 (0.14435894183210424) | > loss_disc_real_1: 0.1661435067653656 (0.19288749670660174) | > loss_disc_real_2: 0.20801576972007751 (0.1922202005579665) | > loss_disc_real_3: 0.20001116394996643 (0.2072537456815307) | > loss_disc_real_4: 0.2017543762922287 (0.195519157358118) | > loss_disc_real_5: 0.17588838934898376 (0.20358809707938014) | > loss_0: 2.277024507522583 (2.222127379597844) | > grad_norm_0: tensor(27.4780, device='cuda:0') (tensor(23.3860, device='cuda:0')) | > loss_gen: 2.8428311347961426 (2.760927052111239) | > loss_kl: 1.758697748184204 (1.752548243548419) | > loss_feat: 8.316243171691895 (8.157435442950272) | > loss_mel: 13.416640281677246 (13.026500495704445) | > loss_duration: 1.669115662574768 (1.6728777305499927) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.00352668762207 (27.370288900426917) | > grad_norm_1: tensor(331.4595, device='cuda:0') (tensor(435.5676, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8555 (0.8526798518928321) | > loader_time: 0.0123 (0.010914493251491237)  --> TIME: 2025-05-10 21:36:59 -- STEP: 87/725 -- GLOBAL_STEP: 276500 | > loss_disc: 2.163313388824463 (2.208226127186041) | > loss_disc_real_0: 0.11241906881332397 (0.14125935168101875) | > loss_disc_real_1: 0.17035512626171112 (0.19065567268722355) | > loss_disc_real_2: 0.18242678046226501 (0.1895922494345698) | > loss_disc_real_3: 0.2050091028213501 (0.20706670089014645) | > loss_disc_real_4: 0.21131490170955658 (0.1969252973794937) | > loss_disc_real_5: 0.1883222758769989 (0.20454968015352884) | > loss_0: 2.163313388824463 (2.208226127186041) | > grad_norm_0: tensor(12.1831, device='cuda:0') (tensor(23.4211, device='cuda:0')) | > loss_gen: 2.7649948596954346 (2.770394837719271) | > loss_kl: 1.6362910270690918 (1.730582955239833) | > loss_feat: 8.254544258117676 (8.209458016801152) | > loss_mel: 13.732048034667969 (13.087837635785684) | > loss_duration: 1.6632189750671387 (1.672972579111998) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.051097869873047 (27.471245908189093) | > grad_norm_1: tensor(131.2732, device='cuda:0') (tensor(439.0530, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8339 (0.8533975557349194) | > loader_time: 0.0097 (0.010486783652470024)  --> TIME: 2025-05-10 21:37:42 -- STEP: 137/725 -- GLOBAL_STEP: 276550 | > loss_disc: 2.1321513652801514 (2.205189416008274) | > loss_disc_real_0: 0.15109919011592865 (0.1396618119447771) | > loss_disc_real_1: 0.1752566546201706 (0.18983608157965387) | > loss_disc_real_2: 0.17534957826137543 (0.18862336917515218) | > loss_disc_real_3: 0.21978682279586792 (0.20641109912934966) | > loss_disc_real_4: 0.20736458897590637 (0.19666906060093511) | > loss_disc_real_5: 0.1763935536146164 (0.20556092012102586) | > loss_0: 2.1321513652801514 (2.205189416008274) | > grad_norm_0: tensor(18.6974, device='cuda:0') (tensor(20.5311, device='cuda:0')) | > loss_gen: 2.847463607788086 (2.7625822446642134) | > loss_kl: 1.8171608448028564 (1.7180737204795338) | > loss_feat: 8.018452644348145 (8.208765572875082) | > loss_mel: 11.681044578552246 (13.047778964912805) | > loss_duration: 1.6596184968948364 (1.6738115209732614) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.023740768432617 (27.41101203695701) | > grad_norm_1: tensor(222.2732, device='cuda:0') (tensor(406.1882, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8331 (0.8532912800781918) | > loader_time: 0.0088 (0.010247352349497103)  --> TIME: 2025-05-10 21:38:25 -- STEP: 187/725 -- GLOBAL_STEP: 276600 | > loss_disc: 2.114809989929199 (2.2072543422168582) | > loss_disc_real_0: 0.1497025042772293 (0.1393079397911056) | > loss_disc_real_1: 0.16522431373596191 (0.19038166687450306) | > loss_disc_real_2: 0.19560027122497559 (0.18928407865730837) | > loss_disc_real_3: 0.19875052571296692 (0.2057453904719277) | > loss_disc_real_4: 0.20118726789951324 (0.1962260348114738) | > loss_disc_real_5: 0.17741775512695312 (0.20691824612770487) | > loss_0: 2.114809989929199 (2.2072543422168582) | > grad_norm_0: tensor(19.3253, device='cuda:0') (tensor(20.1620, device='cuda:0')) | > loss_gen: 2.9292705059051514 (2.7575147368691195) | > loss_kl: 1.7128959894180298 (1.714668878896988) | > loss_feat: 9.039655685424805 (8.207757026753958) | > loss_mel: 13.43205738067627 (13.054412637802368) | > loss_duration: 1.6898081302642822 (1.6753394877846866) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.803686141967773 (27.409692652085244) | > grad_norm_1: tensor(503.8076, device='cuda:0') (tensor(402.3238, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8446 (0.8524813040055054) | > loader_time: 0.0114 (0.010220597772037281)  --> TIME: 2025-05-10 21:39:09 -- STEP: 237/725 -- GLOBAL_STEP: 276650 | > loss_disc: 2.09975528717041 (2.206784195537808) | > loss_disc_real_0: 0.15267017483711243 (0.13887002149337452) | > loss_disc_real_1: 0.1728433519601822 (0.19056589480190841) | > loss_disc_real_2: 0.16430729627609253 (0.18945445667339278) | > loss_disc_real_3: 0.17385783791542053 (0.20589449473574198) | > loss_disc_real_4: 0.19050833582878113 (0.19602596426563423) | > loss_disc_real_5: 0.17949973046779633 (0.2059342387104839) | > loss_0: 2.09975528717041 (2.206784195537808) | > grad_norm_0: tensor(32.8132, device='cuda:0') (tensor(20.3261, device='cuda:0')) | > loss_gen: 3.146369218826294 (2.7643698297975443) | > loss_kl: 1.942968726158142 (1.7167426050966796) | > loss_feat: 10.292987823486328 (8.223601017320206) | > loss_mel: 15.347041130065918 (13.071548232549354) | > loss_duration: 1.6648658514022827 (1.6746424245431957) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.39423370361328 (27.450904017259298) | > grad_norm_1: tensor(593.0466, device='cuda:0') (tensor(406.3111, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8109 (0.8543894713438008) | > loader_time: 0.0102 (0.010112483793170141)  --> TIME: 2025-05-10 21:39:52 -- STEP: 287/725 -- GLOBAL_STEP: 276700 | > loss_disc: 2.187523126602173 (2.2090932529562437) | > loss_disc_real_0: 0.12968581914901733 (0.13903548360805473) | > loss_disc_real_1: 0.20331279933452606 (0.19080961513810044) | > loss_disc_real_2: 0.21193061769008636 (0.18978123906805128) | > loss_disc_real_3: 0.20763669908046722 (0.2064490667203578) | > loss_disc_real_4: 0.18333007395267487 (0.1964839285674411) | > loss_disc_real_5: 0.18490813672542572 (0.20549142106277188) | > loss_0: 2.187523126602173 (2.2090932529562437) | > grad_norm_0: tensor(31.7103, device='cuda:0') (tensor(21.2968, device='cuda:0')) | > loss_gen: 2.7588798999786377 (2.762095571810361) | > loss_kl: 1.730207085609436 (1.7182560577625177) | > loss_feat: 8.439215660095215 (8.200300816459519) | > loss_mel: 13.198347091674805 (13.050204905068005) | > loss_duration: 1.6950900554656982 (1.674589996969243) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.821741104125977 (27.40544727205814) | > grad_norm_1: tensor(654.1200, device='cuda:0') (tensor(415.1189, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8033 (0.8525888620768689) | > loader_time: 0.0093 (0.010054746986681578)  --> TIME: 2025-05-10 21:40:35 -- STEP: 337/725 -- GLOBAL_STEP: 276750 | > loss_disc: 2.1916651725769043 (2.207774243298199) | > loss_disc_real_0: 0.15864750742912292 (0.13830867752388598) | > loss_disc_real_1: 0.18323606252670288 (0.1907691946280817) | > loss_disc_real_2: 0.1823403388261795 (0.18924991521177373) | > loss_disc_real_3: 0.23323747515678406 (0.20629752982264102) | > loss_disc_real_4: 0.1719626933336258 (0.1965669309526948) | > loss_disc_real_5: 0.21576036512851715 (0.20568839272688688) | > loss_0: 2.1916651725769043 (2.207774243298199) | > grad_norm_0: tensor(40.4251, device='cuda:0') (tensor(21.2059, device='cuda:0')) | > loss_gen: 2.734160900115967 (2.7595179554970395) | > loss_kl: 1.8427425622940063 (1.7177741219806382) | > loss_feat: 8.139788627624512 (8.188787812648966) | > loss_mel: 13.121193885803223 (13.029416254083198) | > loss_duration: 1.672182559967041 (1.6740156380288322) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.510068893432617 (27.369511725994528) | > grad_norm_1: tensor(591.3398, device='cuda:0') (tensor(419.8146, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8909 (0.8524992791410724) | > loader_time: 0.0103 (0.01002976024186222)  --> TIME: 2025-05-10 21:41:19 -- STEP: 387/725 -- GLOBAL_STEP: 276800 | > loss_disc: 2.0623159408569336 (2.2060044159876893) | > loss_disc_real_0: 0.09784834831953049 (0.13845879463262312) | > loss_disc_real_1: 0.18753071129322052 (0.1906035577912048) | > loss_disc_real_2: 0.1837022602558136 (0.18902183772673592) | > loss_disc_real_3: 0.20424790680408478 (0.20640754591895014) | > loss_disc_real_4: 0.20608031749725342 (0.19655596447545437) | > loss_disc_real_5: 0.17760132253170013 (0.20538487252646948) | > loss_0: 2.0623159408569336 (2.2060044159876893) | > grad_norm_0: tensor(35.6311, device='cuda:0') (tensor(21.4747, device='cuda:0')) | > loss_gen: 2.848266124725342 (2.7629583380943132) | > loss_kl: 1.7449206113815308 (1.7232265527858284) | > loss_feat: 8.355804443359375 (8.204445315269856) | > loss_mel: 13.786482810974121 (13.045172666702468) | > loss_duration: 1.75814688205719 (1.6742268224711254) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.493619918823242 (27.410029625707818) | > grad_norm_1: tensor(627.5091, device='cuda:0') (tensor(426.0443, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8438 (0.8522538966294715) | > loader_time: 0.0094 (0.009984280711920684)  --> TIME: 2025-05-10 21:42:02 -- STEP: 437/725 -- GLOBAL_STEP: 276850 | > loss_disc: 2.2029287815093994 (2.206591111026038) | > loss_disc_real_0: 0.12238258123397827 (0.1386079782411216) | > loss_disc_real_1: 0.20321989059448242 (0.19083322223182134) | > loss_disc_real_2: 0.19759893417358398 (0.18900394050971317) | > loss_disc_real_3: 0.22282378375530243 (0.2062807190540999) | > loss_disc_real_4: 0.19890600442886353 (0.19641455213456194) | > loss_disc_real_5: 0.2266799658536911 (0.20535255920832435) | > loss_0: 2.2029287815093994 (2.206591111026038) | > grad_norm_0: tensor(19.8153, device='cuda:0') (tensor(21.5543, device='cuda:0')) | > loss_gen: 2.898003101348877 (2.7648152312097625) | > loss_kl: 1.61195707321167 (1.7207439584099178) | > loss_feat: 8.773042678833008 (8.210881392524785) | > loss_mel: 13.952914237976074 (13.048339675711276) | > loss_duration: 1.6479980945587158 (1.6741484654577152) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.883914947509766 (27.418928670119367) | > grad_norm_1: tensor(230.5973, device='cuda:0') (tensor(424.0428, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8956 (0.8516439927797296) | > loader_time: 0.0097 (0.009951837548402127)  --> TIME: 2025-05-10 21:42:45 -- STEP: 487/725 -- GLOBAL_STEP: 276900 | > loss_disc: 2.131688356399536 (2.2079337668859487) | > loss_disc_real_0: 0.1725216805934906 (0.13873806705954617) | > loss_disc_real_1: 0.17686444520950317 (0.19106143009246504) | > loss_disc_real_2: 0.1690802425146103 (0.18915801411169508) | > loss_disc_real_3: 0.19029055535793304 (0.20612338953316825) | > loss_disc_real_4: 0.1605062186717987 (0.1965889679516611) | > loss_disc_real_5: 0.21108385920524597 (0.2054013806324475) | > loss_0: 2.131688356399536 (2.2079337668859487) | > grad_norm_0: tensor(29.0139, device='cuda:0') (tensor(21.4850, device='cuda:0')) | > loss_gen: 2.856126070022583 (2.7624929685612245) | > loss_kl: 1.6779868602752686 (1.7169681887851844) | > loss_feat: 9.223426818847656 (8.201236931450323) | > loss_mel: 13.436599731445312 (13.0408863365283) | > loss_duration: 1.6584820747375488 (1.674821054666194) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.85262107849121 (27.396405437398986) | > grad_norm_1: tensor(505.6829, device='cuda:0') (tensor(426.1081, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8124 (0.8509694844545524) | > loader_time: 0.0092 (0.009950859101156426)  --> TIME: 2025-05-10 21:43:28 -- STEP: 537/725 -- GLOBAL_STEP: 276950 | > loss_disc: 2.337930917739868 (2.207927161088869) | > loss_disc_real_0: 0.14260226488113403 (0.1387360043254866) | > loss_disc_real_1: 0.1947665810585022 (0.19097045294288384) | > loss_disc_real_2: 0.18059074878692627 (0.18906201116976565) | > loss_disc_real_3: 0.23894570767879486 (0.20593223147774098) | > loss_disc_real_4: 0.21186478435993195 (0.19672110138436721) | > loss_disc_real_5: 0.21581189334392548 (0.20539087093187225) | > loss_0: 2.337930917739868 (2.207927161088869) | > grad_norm_0: tensor(20.0824, device='cuda:0') (tensor(21.5713, device='cuda:0')) | > loss_gen: 2.502277135848999 (2.763868003806145) | > loss_kl: 1.435702919960022 (1.716049337520279) | > loss_feat: 6.940081596374512 (8.206507804451496) | > loss_mel: 11.032880783081055 (13.061957391280702) | > loss_duration: 1.699900507926941 (1.6755187684597248) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.610841751098633 (27.42390131461998) | > grad_norm_1: tensor(407.1212, device='cuda:0') (tensor(426.4995, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8521 (0.8506271483955881) | > loader_time: 0.0096 (0.009913318428025336)  --> TIME: 2025-05-10 21:44:11 -- STEP: 587/725 -- GLOBAL_STEP: 277000 | > loss_disc: 2.2047438621520996 (2.206410369637472) | > loss_disc_real_0: 0.12447010725736618 (0.1383667473365541) | > loss_disc_real_1: 0.1819232702255249 (0.19084245783913087) | > loss_disc_real_2: 0.18402712047100067 (0.1890986827812974) | > loss_disc_real_3: 0.21866373717784882 (0.20560450504138889) | > loss_disc_real_4: 0.21196770668029785 (0.19682245756129807) | > loss_disc_real_5: 0.18818683922290802 (0.20538897190427058) | > loss_0: 2.2047438621520996 (2.206410369637472) | > grad_norm_0: tensor(9.0017, device='cuda:0') (tensor(21.4480, device='cuda:0')) | > loss_gen: 2.9273550510406494 (2.7655630842790515) | > loss_kl: 1.6523274183273315 (1.7175548852403886) | > loss_feat: 8.726327896118164 (8.224111712161692) | > loss_mel: 13.954333305358887 (13.073364348793355) | > loss_duration: 1.6528435945510864 (1.6750372390324664) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.91318702697754 (27.455631288596678) | > grad_norm_1: tensor(267.1797, device='cuda:0') (tensor(427.2477, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8652 (0.8514407489328205) | > loader_time: 0.0094 (0.00988794835300218) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_277000.pth  --> TIME: 2025-05-10 21:44:57 -- STEP: 637/725 -- GLOBAL_STEP: 277050 | > loss_disc: 2.0943589210510254 (2.206669464777554) | > loss_disc_real_0: 0.11609931290149689 (0.13849006546441942) | > loss_disc_real_1: 0.1928788125514984 (0.19085256579906643) | > loss_disc_real_2: 0.18730761110782623 (0.1890213507310936) | > loss_disc_real_3: 0.20809541642665863 (0.20561721179417958) | > loss_disc_real_4: 0.19312246143817902 (0.19682586660939078) | > loss_disc_real_5: 0.2014465630054474 (0.20552375248313146) | > loss_0: 2.0943589210510254 (2.206669464777554) | > grad_norm_0: tensor(19.9688, device='cuda:0') (tensor(21.5073, device='cuda:0')) | > loss_gen: 2.991769790649414 (2.764875174317296) | > loss_kl: 1.8864555358886719 (1.7223756146767817) | > loss_feat: 9.797945976257324 (8.227414986028034) | > loss_mel: 14.668485641479492 (13.069837776794913) | > loss_duration: 1.642074465751648 (1.674642604037395) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.986730575561523 (27.459146164275786) | > grad_norm_1: tensor(607.3488, device='cuda:0') (tensor(427.1268, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8266 (0.8506975271263901) | > loader_time: 0.01 (0.009922163452795193)  --> TIME: 2025-05-10 21:45:39 -- STEP: 687/725 -- GLOBAL_STEP: 277100 | > loss_disc: 2.2147278785705566 (2.206577448345169) | > loss_disc_real_0: 0.23914961516857147 (0.13840026697997956) | > loss_disc_real_1: 0.19766391813755035 (0.19078392319630677) | > loss_disc_real_2: 0.17953068017959595 (0.18894664049582363) | > loss_disc_real_3: 0.19258572161197662 (0.20558452458707882) | > loss_disc_real_4: 0.16083933413028717 (0.1968254272160399) | > loss_disc_real_5: 0.1998947262763977 (0.20582765911257084) | > loss_0: 2.2147278785705566 (2.206577448345169) | > grad_norm_0: tensor(32.2347, device='cuda:0') (tensor(21.4858, device='cuda:0')) | > loss_gen: 2.8628599643707275 (2.7640956371285195) | > loss_kl: 1.7077302932739258 (1.7246683775250735) | > loss_feat: 8.804879188537598 (8.235272631721557) | > loss_mel: 12.674928665161133 (13.073377342723862) | > loss_duration: 1.6800729036331177 (1.67442448101016) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.730470657348633 (27.471838486073146) | > grad_norm_1: tensor(287.2750, device='cuda:0') (tensor(428.7085, device='cuda:0')) | > current_lr_0: 0.0001922054557570356 | > current_lr_1: 0.0001922054557570356 | > step_time: 0.8439 (0.8492957112396995) | > loader_time: 0.0107 (0.009923150272175036)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.352825403213501 (2.352825403213501) | > loss_disc_real_0: 0.18153850734233856 (0.18153850734233856) | > loss_disc_real_1: 0.16257068514823914 (0.16257068514823914) | > loss_disc_real_2: 0.2404266744852066 (0.2404266744852066) | > loss_disc_real_3: 0.2677980065345764 (0.2677980065345764) | > loss_disc_real_4: 0.25177839398384094 (0.25177839398384094) | > loss_disc_real_5: 0.21743886172771454 (0.21743886172771454) | > loss_0: 2.352825403213501 (2.352825403213501) | > loss_gen: 2.729693651199341 (2.729693651199341) | > loss_kl: 2.2694191932678223 (2.2694191932678223) | > loss_feat: 7.993240833282471 (7.993240833282471) | > loss_mel: 13.301460266113281 (13.301460266113281) | > loss_duration: 1.6960889101028442 (1.6960889101028442) | > loss_1: 27.989904403686523 (27.989904403686523)  --> STEP: 1 | > loss_disc: 2.406437635421753 (2.406437635421753) | > loss_disc_real_0: 0.197928324341774 (0.197928324341774) | > loss_disc_real_1: 0.17893579602241516 (0.17893579602241516) | > loss_disc_real_2: 0.23641878366470337 (0.23641878366470337) | > loss_disc_real_3: 0.2827270030975342 (0.2827270030975342) | > loss_disc_real_4: 0.2660823166370392 (0.2660823166370392) | > loss_disc_real_5: 0.2187657505273819 (0.2187657505273819) | > loss_0: 2.406437635421753 (2.406437635421753) | > loss_gen: 2.750809907913208 (2.750809907913208) | > loss_kl: 2.0885775089263916 (2.0885775089263916) | > loss_feat: 7.09097957611084 (7.09097957611084) | > loss_mel: 12.672144889831543 (12.672144889831543) | > loss_duration: 1.8120744228363037 (1.8120744228363037) | > loss_1: 26.414587020874023 (26.414587020874023)  --> STEP: 2 | > loss_disc: 2.407330274581909 (2.406883955001831) | > loss_disc_real_0: 0.19283396005630493 (0.19538114219903946) | > loss_disc_real_1: 0.17523731291294098 (0.17708655446767807) | > loss_disc_real_2: 0.2406628578901291 (0.23854082077741623) | > loss_disc_real_3: 0.2802883982658386 (0.2815077006816864) | > loss_disc_real_4: 0.2688795030117035 (0.26748090982437134) | > loss_disc_real_5: 0.23501472175121307 (0.22689023613929749) | > loss_0: 2.407330274581909 (2.406883955001831) | > loss_gen: 2.7471024990081787 (2.7489562034606934) | > loss_kl: 1.8658477067947388 (1.9772126078605652) | > loss_feat: 7.087453365325928 (7.089216470718384) | > loss_mel: 12.373075485229492 (12.522610187530518) | > loss_duration: 1.8607224225997925 (1.836398422718048) | > loss_1: 25.934202194213867 (26.174394607543945)  --> STEP: 3 | > loss_disc: 2.2813289165496826 (2.3650322755177817) | > loss_disc_real_0: 0.1651129573583603 (0.1852917472521464) | > loss_disc_real_1: 0.16474972665309906 (0.17297427852948508) | > loss_disc_real_2: 0.23156969249248505 (0.23621711134910583) | > loss_disc_real_3: 0.2519112527370453 (0.2716422180334727) | > loss_disc_real_4: 0.2611123323440552 (0.26535805066426593) | > loss_disc_real_5: 0.1932278573513031 (0.21566944320996603) | > loss_0: 2.2813289165496826 (2.3650322755177817) | > loss_gen: 2.8313004970550537 (2.77640430132548) | > loss_kl: 1.8340376615524292 (1.9294876257578533) | > loss_feat: 7.921146392822266 (7.366526444753011) | > loss_mel: 13.508772850036621 (12.851331075032553) | > loss_duration: 1.812167763710022 (1.8283215363820393) | > loss_1: 27.907426834106445 (26.752072016398113)  --> STEP: 4 | > loss_disc: 2.1971595287323 (2.323064088821411) | > loss_disc_real_0: 0.12876129150390625 (0.17115913331508636) | > loss_disc_real_1: 0.20161356031894684 (0.1801340989768505) | > loss_disc_real_2: 0.2120659500360489 (0.2301793210208416) | > loss_disc_real_3: 0.25012555718421936 (0.26626305282115936) | > loss_disc_real_4: 0.25870731472969055 (0.2636953666806221) | > loss_disc_real_5: 0.22732855379581451 (0.21858422085642815) | > loss_0: 2.1971595287323 (2.323064088821411) | > loss_gen: 3.092557668685913 (2.8554426431655884) | > loss_kl: 2.015428066253662 (1.9509727358818054) | > loss_feat: 8.922374725341797 (7.7554885149002075) | > loss_mel: 14.196725845336914 (13.187679767608643) | > loss_duration: 1.7815709114074707 (1.8166338801383972) | > loss_1: 30.008657455444336 (27.566218376159668) --> EVAL PERFORMANCE | > avg_loader_time: 0.28379225730895996 (+0.006088197231292725) | > avg_loss_disc: 2.323064088821411 (+0.01662057638168335) | > avg_loss_disc_real_0: 0.17115913331508636 (-0.028130371123552322) | > avg_loss_disc_real_1: 0.1801340989768505 (-0.014125645160675049) | > avg_loss_disc_real_2: 0.2301793210208416 (+0.054518431425094604) | > avg_loss_disc_real_3: 0.26626305282115936 (+0.05551253631711006) | > avg_loss_disc_real_4: 0.2636953666806221 (+0.0435379296541214) | > avg_loss_disc_real_5: 0.21858422085642815 (-0.06603782996535301) | > avg_loss_0: 2.323064088821411 (+0.01662057638168335) | > avg_loss_gen: 2.8554426431655884 (+0.021977126598358154) | > avg_loss_kl: 1.9509727358818054 (-0.11160895228385925) | > avg_loss_feat: 7.7554885149002075 (-0.6680238246917725) | > avg_loss_mel: 13.187679767608643 (-0.8221828937530518) | > avg_loss_duration: 1.8166338801383972 (+0.015324771404266357) | > avg_loss_1: 27.566218376159668 (-1.5645127296447754)  > EPOCH: 319/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 21:46:18)   --> TIME: 2025-05-10 21:46:30 -- STEP: 12/725 -- GLOBAL_STEP: 277150 | > loss_disc: 2.084721326828003 (2.1632902026176457) | > loss_disc_real_0: 0.16958649456501007 (0.13108835307260355) | > loss_disc_real_1: 0.16873973608016968 (0.19091303274035454) | > loss_disc_real_2: 0.18899334967136383 (0.18800376107295355) | > loss_disc_real_3: 0.20105376839637756 (0.20300417517622313) | > loss_disc_real_4: 0.1668809950351715 (0.1932753250002861) | > loss_disc_real_5: 0.1372123509645462 (0.18754751483599344) | > loss_0: 2.084721326828003 (2.1632902026176457) | > grad_norm_0: tensor(42.0042, device='cuda:0') (tensor(23.7298, device='cuda:0')) | > loss_gen: 3.053891658782959 (2.8288681904474893) | > loss_kl: 1.6018130779266357 (1.737808624903361) | > loss_feat: 9.908864974975586 (8.572023193041483) | > loss_mel: 15.142032623291016 (13.689497709274292) | > loss_duration: 1.6928300857543945 (1.6792768239974976) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.399433135986328 (28.507474104563396) | > grad_norm_1: tensor(519.7616, device='cuda:0') (tensor(480.2461, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8292 (0.8329632878303528) | > loader_time: 0.0091 (0.010923266410827637)  --> TIME: 2025-05-10 21:47:13 -- STEP: 62/725 -- GLOBAL_STEP: 277200 | > loss_disc: 1.939173936843872 (2.173009122571638) | > loss_disc_real_0: 0.08005300164222717 (0.1336761219126563) | > loss_disc_real_1: 0.17920538783073425 (0.1893659411899505) | > loss_disc_real_2: 0.1668069064617157 (0.1858408866870788) | > loss_disc_real_3: 0.15430079400539398 (0.20311836682019696) | > loss_disc_real_4: 0.15164023637771606 (0.19321881979703903) | > loss_disc_real_5: 0.19780246913433075 (0.20310816961911418) | > loss_0: 1.939173936843872 (2.173009122571638) | > grad_norm_0: tensor(19.3467, device='cuda:0') (tensor(21.9722, device='cuda:0')) | > loss_gen: 3.1342365741729736 (2.8026966625644314) | > loss_kl: 1.7571126222610474 (1.7192271967088022) | > loss_feat: 10.290144920349121 (8.426321991028322) | > loss_mel: 15.248518943786621 (13.270502659582323) | > loss_duration: 1.7092556953430176 (1.6708021452350001) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.1392707824707 (27.889550608973348) | > grad_norm_1: tensor(496.0636, device='cuda:0') (tensor(421.8287, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8374 (0.846765241315288) | > loader_time: 0.0111 (0.01080171908101728)  --> TIME: 2025-05-10 21:47:56 -- STEP: 112/725 -- GLOBAL_STEP: 277250 | > loss_disc: 2.2673349380493164 (2.1919539719820036) | > loss_disc_real_0: 0.17263074219226837 (0.13651903120002581) | > loss_disc_real_1: 0.179361030459404 (0.18969974932926043) | > loss_disc_real_2: 0.1912275105714798 (0.18719967481281077) | > loss_disc_real_3: 0.2107534259557724 (0.20523138330983265) | > loss_disc_real_4: 0.17997756600379944 (0.19455625449440309) | > loss_disc_real_5: 0.2255307286977768 (0.20500317601753132) | > loss_0: 2.2673349380493164 (2.1919539719820036) | > grad_norm_0: tensor(35.3267, device='cuda:0') (tensor(21.6746, device='cuda:0')) | > loss_gen: 2.7892496585845947 (2.772702442748206) | > loss_kl: 1.739076852798462 (1.7200851259487016) | > loss_feat: 7.786367416381836 (8.270330041646952) | > loss_mel: 12.587401390075684 (13.090819835662842) | > loss_duration: 1.6794755458831787 (1.6748701898115022) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.581571578979492 (27.528807725225175) | > grad_norm_1: tensor(590.2592, device='cuda:0') (tensor(419.8905, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.82 (0.8466608886207853) | > loader_time: 0.0134 (0.010557949542999271)  --> TIME: 2025-05-10 21:48:39 -- STEP: 162/725 -- GLOBAL_STEP: 277300 | > loss_disc: 2.3201470375061035 (2.194666989055683) | > loss_disc_real_0: 0.13726940751075745 (0.13674990326902015) | > loss_disc_real_1: 0.2114751785993576 (0.19012710617648232) | > loss_disc_real_2: 0.18130990862846375 (0.18789545713383476) | > loss_disc_real_3: 0.20643527805805206 (0.20514120124740357) | > loss_disc_real_4: 0.20220957696437836 (0.19493459063915555) | > loss_disc_real_5: 0.19220104813575745 (0.20567566653092711) | > loss_0: 2.3201470375061035 (2.194666989055683) | > grad_norm_0: tensor(7.5543, device='cuda:0') (tensor(20.6947, device='cuda:0')) | > loss_gen: 2.5043721199035645 (2.768475118978524) | > loss_kl: 1.8036894798278809 (1.720452625810364) | > loss_feat: 6.920151233673096 (8.260233122625468) | > loss_mel: 12.308480262756348 (13.051350352204876) | > loss_duration: 1.6253360509872437 (1.6741855240162504) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.162029266357422 (27.474696818693186) | > grad_norm_1: tensor(259.3890, device='cuda:0') (tensor(390.0464, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8189 (0.8480102309474239) | > loader_time: 0.0094 (0.010466406374801828)  --> TIME: 2025-05-10 21:49:22 -- STEP: 212/725 -- GLOBAL_STEP: 277350 | > loss_disc: 2.243030548095703 (2.1984098137549637) | > loss_disc_real_0: 0.14964337646961212 (0.1367986691447924) | > loss_disc_real_1: 0.16470520198345184 (0.1906162153156299) | > loss_disc_real_2: 0.195516899228096 (0.1882055344165496) | > loss_disc_real_3: 0.1950458139181137 (0.20575292872370407) | > loss_disc_real_4: 0.21561525762081146 (0.1952459303978479) | > loss_disc_real_5: 0.19451779127120972 (0.2056135068524559) | > loss_0: 2.243030548095703 (2.1984098137549637) | > grad_norm_0: tensor(16.9861, device='cuda:0') (tensor(20.6765, device='cuda:0')) | > loss_gen: 2.794083833694458 (2.7655062158152743) | > loss_kl: 1.537597417831421 (1.717362030497137) | > loss_feat: 7.700837135314941 (8.241984225668991) | > loss_mel: 12.159165382385254 (13.032603929627616) | > loss_duration: 1.6951940059661865 (1.6750762839362303) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.886878967285156 (27.43253277832607) | > grad_norm_1: tensor(184.0452, device='cuda:0') (tensor(386.1931, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8465 (0.8477254768587509) | > loader_time: 0.0108 (0.010411969895632764)  --> TIME: 2025-05-10 21:50:05 -- STEP: 262/725 -- GLOBAL_STEP: 277400 | > loss_disc: 2.173915386199951 (2.2021796011742754) | > loss_disc_real_0: 0.20759251713752747 (0.13816283879275545) | > loss_disc_real_1: 0.1760907620191574 (0.1908276112366269) | > loss_disc_real_2: 0.1908903568983078 (0.1885919472529688) | > loss_disc_real_3: 0.21911828219890594 (0.20565003532034745) | > loss_disc_real_4: 0.20179501175880432 (0.19562929089515263) | > loss_disc_real_5: 0.17977222800254822 (0.2057326544104642) | > loss_0: 2.173915386199951 (2.2021796011742754) | > grad_norm_0: tensor(58.3572, device='cuda:0') (tensor(21.5756, device='cuda:0')) | > loss_gen: 2.957023859024048 (2.765776818945208) | > loss_kl: 1.7010301351547241 (1.7182172254751658) | > loss_feat: 8.59682846069336 (8.238908401882371) | > loss_mel: 13.298649787902832 (13.036195529326228) | > loss_duration: 1.6728763580322266 (1.6755789509256376) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.226408004760742 (27.434677000264173) | > grad_norm_1: tensor(539.9626, device='cuda:0') (tensor(390.1314, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8724 (0.846274520604665) | > loader_time: 0.0096 (0.010385258507182582)  --> TIME: 2025-05-10 21:50:48 -- STEP: 312/725 -- GLOBAL_STEP: 277450 | > loss_disc: 2.247668743133545 (2.2020277526134087) | > loss_disc_real_0: 0.12845295667648315 (0.13809425460222438) | > loss_disc_real_1: 0.19546860456466675 (0.19062565324398187) | > loss_disc_real_2: 0.1871548593044281 (0.18859463786849612) | > loss_disc_real_3: 0.21359021961688995 (0.2056043315678833) | > loss_disc_real_4: 0.20511020720005035 (0.1957841680313532) | > loss_disc_real_5: 0.21462340652942657 (0.20603705679950052) | > loss_0: 2.247668743133545 (2.2020277526134087) | > grad_norm_0: tensor(25.9863, device='cuda:0') (tensor(21.2635, device='cuda:0')) | > loss_gen: 2.766531229019165 (2.7650025968368235) | > loss_kl: 1.5606327056884766 (1.7191186340955587) | > loss_feat: 8.29787826538086 (8.25225834968762) | > loss_mel: 13.473532676696777 (13.050203463970082) | > loss_duration: 1.6634085178375244 (1.6748624409620578) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.761981964111328 (27.461445582218655) | > grad_norm_1: tensor(467.1165, device='cuda:0') (tensor(387.5045, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8293 (0.8460868000984192) | > loader_time: 0.0097 (0.010337656125044208)  --> TIME: 2025-05-10 21:51:32 -- STEP: 362/725 -- GLOBAL_STEP: 277500 | > loss_disc: 2.2818009853363037 (2.204002582565854) | > loss_disc_real_0: 0.13952265679836273 (0.13870386314161584) | > loss_disc_real_1: 0.1908021867275238 (0.19063285688833634) | > loss_disc_real_2: 0.1970030516386032 (0.18849494073601716) | > loss_disc_real_3: 0.23322850465774536 (0.20577409476535738) | > loss_disc_real_4: 0.2378925383090973 (0.1964452556895288) | > loss_disc_real_5: 0.23502211272716522 (0.20604689546876198) | > loss_0: 2.2818009853363037 (2.204002582565854) | > grad_norm_0: tensor(20.9979, device='cuda:0') (tensor(21.3541, device='cuda:0')) | > loss_gen: 2.6784143447875977 (2.7647877720838085) | > loss_kl: 1.8314882516860962 (1.7194125540348706) | > loss_feat: 8.121855735778809 (8.248285177662876) | > loss_mel: 12.907934188842773 (13.041882838992121) | > loss_duration: 1.613694667816162 (1.673878295316222) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.15338706970215 (27.448246734576983) | > grad_norm_1: tensor(399.1160, device='cuda:0') (tensor(391.2530, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8306 (0.8467479134132849) | > loader_time: 0.0099 (0.010288328097011502)  --> TIME: 2025-05-10 21:52:15 -- STEP: 412/725 -- GLOBAL_STEP: 277550 | > loss_disc: 2.2713444232940674 (2.206257919084677) | > loss_disc_real_0: 0.14182233810424805 (0.1388743266427113) | > loss_disc_real_1: 0.2059619277715683 (0.19118832619589507) | > loss_disc_real_2: 0.21112903952598572 (0.188732811946024) | > loss_disc_real_3: 0.19858361780643463 (0.20543360431651453) | > loss_disc_real_4: 0.22493843734264374 (0.19642288118456178) | > loss_disc_real_5: 0.16706788539886475 (0.2060656385876022) | > loss_0: 2.2713444232940674 (2.206257919084677) | > grad_norm_0: tensor(15.0769, device='cuda:0') (tensor(21.1202, device='cuda:0')) | > loss_gen: 2.7409791946411133 (2.7585189041582114) | > loss_kl: 1.6498868465423584 (1.7217761101653275) | > loss_feat: 7.769299030303955 (8.220506896093038) | > loss_mel: 12.196828842163086 (13.02373293071117) | > loss_duration: 1.6753311157226562 (1.6745387934944005) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.032325744628906 (27.399073711876724) | > grad_norm_1: tensor(443.3557, device='cuda:0') (tensor(393.1079, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8388 (0.8468673478052454) | > loader_time: 0.0097 (0.010336243990555551)  --> TIME: 2025-05-10 21:52:57 -- STEP: 462/725 -- GLOBAL_STEP: 277600 | > loss_disc: 2.1263880729675293 (2.2073618142635785) | > loss_disc_real_0: 0.15871553122997284 (0.13916606623760044) | > loss_disc_real_1: 0.17567020654678345 (0.19126577610835366) | > loss_disc_real_2: 0.20340369641780853 (0.18883834898600846) | > loss_disc_real_3: 0.22061744332313538 (0.20560119259151016) | > loss_disc_real_4: 0.20566506683826447 (0.19650487598531693) | > loss_disc_real_5: 0.19898657500743866 (0.20602100516681554) | > loss_0: 2.1263880729675293 (2.2073618142635785) | > grad_norm_0: tensor(24.9583, device='cuda:0') (tensor(21.3414, device='cuda:0')) | > loss_gen: 2.9446794986724854 (2.7590241076110233) | > loss_kl: 1.7812808752059937 (1.7219913147744679) | > loss_feat: 8.828627586364746 (8.213841416619031) | > loss_mel: 14.223281860351562 (13.01838242336785) | > loss_duration: 1.7040735483169556 (1.6746927719095568) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.481943130493164 (27.387932120979603) | > grad_norm_1: tensor(406.9339, device='cuda:0') (tensor(398.0182, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.7858 (0.846061508376877) | > loader_time: 0.0099 (0.01035366017065007)  --> TIME: 2025-05-10 21:53:40 -- STEP: 512/725 -- GLOBAL_STEP: 277650 | > loss_disc: 2.2504234313964844 (2.20849307719618) | > loss_disc_real_0: 0.14494206011295319 (0.1389545287092916) | > loss_disc_real_1: 0.1840890347957611 (0.191703599790344) | > loss_disc_real_2: 0.17650647461414337 (0.18899108306504786) | > loss_disc_real_3: 0.17994995415210724 (0.20563661280903023) | > loss_disc_real_4: 0.18504999577999115 (0.19660211092559624) | > loss_disc_real_5: 0.2273443192243576 (0.2059341828571633) | > loss_0: 2.2504234313964844 (2.20849307719618) | > grad_norm_0: tensor(16.9485, device='cuda:0') (tensor(21.5544, device='cuda:0')) | > loss_gen: 2.6005899906158447 (2.7579213278368107) | > loss_kl: 1.5397580862045288 (1.7201813694555312) | > loss_feat: 7.423964023590088 (8.20533896237611) | > loss_mel: 11.895414352416992 (13.021061804145573) | > loss_duration: 1.6414521932601929 (1.6752234352752566) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.101179122924805 (27.37972697243094) | > grad_norm_1: tensor(340.8727, device='cuda:0') (tensor(404.3333, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8367 (0.8460861011408269) | > loader_time: 0.0094 (0.010310173034667969)  --> TIME: 2025-05-10 21:54:23 -- STEP: 562/725 -- GLOBAL_STEP: 277700 | > loss_disc: 2.0701215267181396 (2.208441714799276) | > loss_disc_real_0: 0.1101444736123085 (0.13878916899981883) | > loss_disc_real_1: 0.15396375954151154 (0.19161159306552478) | > loss_disc_real_2: 0.15960843861103058 (0.18889096127392135) | > loss_disc_real_3: 0.18850204348564148 (0.20556146627643346) | > loss_disc_real_4: 0.1584252119064331 (0.19656453122553885) | > loss_disc_real_5: 0.19268187880516052 (0.2062580638773926) | > loss_0: 2.0701215267181396 (2.208441714799276) | > grad_norm_0: tensor(19.1465, device='cuda:0') (tensor(21.2866, device='cuda:0')) | > loss_gen: 2.940614700317383 (2.7565323950132847) | > loss_kl: 1.6502553224563599 (1.719504970884832) | > loss_feat: 9.854496955871582 (8.213381226800934) | > loss_mel: 13.873038291931152 (13.04134968251945) | > loss_duration: 1.6383965015411377 (1.6753246502095696) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.956802368164062 (27.406092972942094) | > grad_norm_1: tensor(565.1381, device='cuda:0') (tensor(399.4890, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8883 (0.8457904761372088) | > loader_time: 0.0107 (0.010331570041561464)  --> TIME: 2025-05-10 21:55:06 -- STEP: 612/725 -- GLOBAL_STEP: 277750 | > loss_disc: 2.293748378753662 (2.208092259815314) | > loss_disc_real_0: 0.12395850569009781 (0.1386940046365745) | > loss_disc_real_1: 0.20630809664726257 (0.19157114125836888) | > loss_disc_real_2: 0.1974835842847824 (0.1887933477223699) | > loss_disc_real_3: 0.21467342972755432 (0.20557872072056999) | > loss_disc_real_4: 0.18235597014427185 (0.19650449270224266) | > loss_disc_real_5: 0.23456664383411407 (0.20638945576996603) | > loss_0: 2.293748378753662 (2.208092259815314) | > grad_norm_0: tensor(13.3544, device='cuda:0') (tensor(21.4894, device='cuda:0')) | > loss_gen: 2.6190414428710938 (2.7600335685256243) | > loss_kl: 1.7397565841674805 (1.7201438236470317) | > loss_feat: 7.407188892364502 (8.233020282259167) | > loss_mel: 11.976912498474121 (13.061081582424693) | > loss_duration: 1.611920714378357 (1.6748796896217704) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.354822158813477 (27.449158986409504) | > grad_norm_1: tensor(153.9032, device='cuda:0') (tensor(400.6598, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8012 (0.845487840035382) | > loader_time: 0.0097 (0.01033854328728969)  --> TIME: 2025-05-10 21:55:49 -- STEP: 662/725 -- GLOBAL_STEP: 277800 | > loss_disc: 2.3025290966033936 (2.209211821282377) | > loss_disc_real_0: 0.15476079285144806 (0.13873763984558818) | > loss_disc_real_1: 0.18836018443107605 (0.19172438238592648) | > loss_disc_real_2: 0.20737075805664062 (0.18884657476423736) | > loss_disc_real_3: 0.24162839353084564 (0.2055927167261114) | > loss_disc_real_4: 0.20359602570533752 (0.1965191903161139) | > loss_disc_real_5: 0.21167714893817902 (0.20675330948973727) | > loss_0: 2.3025290966033936 (2.209211821282377) | > grad_norm_0: tensor(16.1862, device='cuda:0') (tensor(21.5798, device='cuda:0')) | > loss_gen: 2.600904703140259 (2.758893274468596) | > loss_kl: 1.6981799602508545 (1.7193706606450037) | > loss_feat: 7.660490989685059 (8.224751316168511) | > loss_mel: 12.046561241149902 (13.052198981950657) | > loss_duration: 1.6899272203445435 (1.6750012519136304) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.696063995361328 (27.43021552440263) | > grad_norm_1: tensor(100.6004, device='cuda:0') (tensor(401.7308, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8614 (0.8448089476438444) | > loader_time: 0.0101 (0.01033739885174616)  --> TIME: 2025-05-10 21:56:32 -- STEP: 712/725 -- GLOBAL_STEP: 277850 | > loss_disc: 2.1489877700805664 (2.209762839119083) | > loss_disc_real_0: 0.1336590051651001 (0.13910362867408282) | > loss_disc_real_1: 0.16028262674808502 (0.19171847804878522) | > loss_disc_real_2: 0.1851685494184494 (0.1888375955979141) | > loss_disc_real_3: 0.1804334670305252 (0.205447663061237) | > loss_disc_real_4: 0.19701355695724487 (0.19649386774288144) | > loss_disc_real_5: 0.20835910737514496 (0.2065762715476954) | > loss_0: 2.1489877700805664 (2.209762839119083) | > grad_norm_0: tensor(9.6249, device='cuda:0') (tensor(21.6905, device='cuda:0')) | > loss_gen: 2.792686939239502 (2.758236324519252) | > loss_kl: 1.765447735786438 (1.7175476519244441) | > loss_feat: 8.553950309753418 (8.21937863277585) | > loss_mel: 13.38995361328125 (13.042513398641956) | > loss_duration: 1.6765942573547363 (1.6746783296713674) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.178630828857422 (27.41235436750262) | > grad_norm_1: tensor(277.5312, device='cuda:0') (tensor(403.8234, device='cuda:0')) | > current_lr_0: 0.00019218143007506598 | > current_lr_1: 0.00019218143007506598 | > step_time: 0.8222 (0.8449271830280172) | > loader_time: 0.0093 (0.010353952311397945)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.139345645904541 (2.139345645904541) | > loss_disc_real_0: 0.126924067735672 (0.126924067735672) | > loss_disc_real_1: 0.15613599121570587 (0.15613599121570587) | > loss_disc_real_2: 0.16124580800533295 (0.16124580800533295) | > loss_disc_real_3: 0.22485996782779694 (0.22485996782779694) | > loss_disc_real_4: 0.20060449838638306 (0.20060449838638306) | > loss_disc_real_5: 0.26508212089538574 (0.26508212089538574) | > loss_0: 2.139345645904541 (2.139345645904541) | > loss_gen: 2.804769515991211 (2.804769515991211) | > loss_kl: 2.0213000774383545 (2.0213000774383545) | > loss_feat: 9.31304931640625 (9.31304931640625) | > loss_mel: 14.766433715820312 (14.766433715820312) | > loss_duration: 1.7094666957855225 (1.7094666957855225) | > loss_1: 30.615020751953125 (30.615020751953125)  --> STEP: 1 | > loss_disc: 2.3677191734313965 (2.3677191734313965) | > loss_disc_real_0: 0.1545172929763794 (0.1545172929763794) | > loss_disc_real_1: 0.16710256040096283 (0.16710256040096283) | > loss_disc_real_2: 0.19178147614002228 (0.19178147614002228) | > loss_disc_real_3: 0.21007440984249115 (0.21007440984249115) | > loss_disc_real_4: 0.21355168521404266 (0.21355168521404266) | > loss_disc_real_5: 0.2563420832157135 (0.2563420832157135) | > loss_0: 2.3677191734313965 (2.3677191734313965) | > loss_gen: 2.3942649364471436 (2.3942649364471436) | > loss_kl: 2.1377506256103516 (2.1377506256103516) | > loss_feat: 6.650488376617432 (6.650488376617432) | > loss_mel: 12.816716194152832 (12.816716194152832) | > loss_duration: 1.8160109519958496 (1.8160109519958496) | > loss_1: 25.815229415893555 (25.815229415893555)  --> STEP: 2 | > loss_disc: 2.3675413131713867 (2.3676302433013916) | > loss_disc_real_0: 0.1612692028284073 (0.15789324790239334) | > loss_disc_real_1: 0.1779358834028244 (0.17251922190189362) | > loss_disc_real_2: 0.17617470026016235 (0.18397808820009232) | > loss_disc_real_3: 0.23471644520759583 (0.2223954275250435) | > loss_disc_real_4: 0.21408814191818237 (0.21381991356611252) | > loss_disc_real_5: 0.25028812885284424 (0.25331510603427887) | > loss_0: 2.3675413131713867 (2.3676302433013916) | > loss_gen: 2.4171743392944336 (2.4057196378707886) | > loss_kl: 2.0391345024108887 (2.08844256401062) | > loss_feat: 6.791256904602051 (6.720872640609741) | > loss_mel: 12.634003639221191 (12.725359916687012) | > loss_duration: 1.864854097366333 (1.8404325246810913) | > loss_1: 25.746423721313477 (25.780826568603516)  --> STEP: 3 | > loss_disc: 2.2995269298553467 (2.3449291388193765) | > loss_disc_real_0: 0.13157886266708374 (0.14912178615729013) | > loss_disc_real_1: 0.1790512502193451 (0.17469656467437744) | > loss_disc_real_2: 0.16160832345485687 (0.1765214999516805) | > loss_disc_real_3: 0.21862298250198364 (0.22113794585069022) | > loss_disc_real_4: 0.2088400423526764 (0.21215995649496713) | > loss_disc_real_5: 0.24502032995224 (0.25055018067359924) | > loss_0: 2.2995269298553467 (2.3449291388193765) | > loss_gen: 2.498361110687256 (2.436600128809611) | > loss_kl: 1.9572784900665283 (2.0447212060292563) | > loss_feat: 8.20059871673584 (7.214114665985107) | > loss_mel: 13.261290550231934 (12.904003461201986) | > loss_duration: 1.834913730621338 (1.8385929266611736) | > loss_1: 27.75244140625 (26.438031514485676)  --> STEP: 4 | > loss_disc: 2.345977306365967 (2.345191180706024) | > loss_disc_real_0: 0.16754278540611267 (0.15372703596949577) | > loss_disc_real_1: 0.17226988077163696 (0.17408989369869232) | > loss_disc_real_2: 0.18665674328804016 (0.17905531078577042) | > loss_disc_real_3: 0.22023533284664154 (0.22091229259967804) | > loss_disc_real_4: 0.19964875280857086 (0.20903215557336807) | > loss_disc_real_5: 0.26880496740341187 (0.2551138773560524) | > loss_0: 2.345977306365967 (2.345191180706024) | > loss_gen: 2.458874464035034 (2.442168712615967) | > loss_kl: 1.7667686939239502 (1.9752330780029297) | > loss_feat: 7.520074367523193 (7.290604591369629) | > loss_mel: 14.204048156738281 (13.22901463508606) | > loss_duration: 1.7564786672592163 (1.8180643618106842) | > loss_1: 27.70624351501465 (26.75508451461792) --> EVAL PERFORMANCE | > avg_loader_time: 0.2872961759567261 (+0.0035039186477661133) | > avg_loss_disc: 2.345191180706024 (+0.022127091884613037) | > avg_loss_disc_real_0: 0.15372703596949577 (-0.01743209734559059) | > avg_loss_disc_real_1: 0.17408989369869232 (-0.006044205278158188) | > avg_loss_disc_real_2: 0.17905531078577042 (-0.05112401023507118) | > avg_loss_disc_real_3: 0.22091229259967804 (-0.04535076022148132) | > avg_loss_disc_real_4: 0.20903215557336807 (-0.05466321110725403) | > avg_loss_disc_real_5: 0.2551138773560524 (+0.03652965649962425) | > avg_loss_0: 2.345191180706024 (+0.022127091884613037) | > avg_loss_gen: 2.442168712615967 (-0.4132739305496216) | > avg_loss_kl: 1.9752330780029297 (+0.024260342121124268) | > avg_loss_feat: 7.290604591369629 (-0.4648839235305786) | > avg_loss_mel: 13.22901463508606 (+0.04133486747741699) | > avg_loss_duration: 1.8180643618106842 (+0.0014304816722869873) | > avg_loss_1: 26.75508451461792 (-0.811133861541748)  > EPOCH: 320/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 21:56:49)   --> TIME: 2025-05-10 21:57:24 -- STEP: 37/725 -- GLOBAL_STEP: 277900 | > loss_disc: 2.2098276615142822 (2.202700602041709) | > loss_disc_real_0: 0.1457415223121643 (0.13810770515654539) | > loss_disc_real_1: 0.1859537959098816 (0.18977512540044011) | > loss_disc_real_2: 0.18942928314208984 (0.18477787359340772) | > loss_disc_real_3: 0.20313163101673126 (0.20623556826565717) | > loss_disc_real_4: 0.20198999345302582 (0.19848566361375758) | > loss_disc_real_5: 0.21503297984600067 (0.20982380171079892) | > loss_0: 2.2098276615142822 (2.202700602041709) | > grad_norm_0: tensor(16.8111, device='cuda:0') (tensor(18.7066, device='cuda:0')) | > loss_gen: 2.6397218704223633 (2.7295980195741394) | > loss_kl: 1.7470647096633911 (1.7322956420279838) | > loss_feat: 7.696651935577393 (8.229019899626033) | > loss_mel: 12.377089500427246 (13.166150634353226) | > loss_duration: 1.6757711172103882 (1.670777272533726) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.136301040649414 (27.527841258693385) | > grad_norm_1: tensor(380.7634, device='cuda:0') (tensor(373.0368, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 1.3616 (0.8650544914039405) | > loader_time: 0.0099 (0.00999622731595426)  --> TIME: 2025-05-10 21:58:07 -- STEP: 87/725 -- GLOBAL_STEP: 277950 | > loss_disc: 2.2313220500946045 (2.192392801416331) | > loss_disc_real_0: 0.11147426813840866 (0.13513166697203433) | > loss_disc_real_1: 0.1900864988565445 (0.1901283533066169) | > loss_disc_real_2: 0.1608748733997345 (0.18650797420534596) | > loss_disc_real_3: 0.2157048135995865 (0.203927354052149) | > loss_disc_real_4: 0.1981533020734787 (0.19585995615898877) | > loss_disc_real_5: 0.21120025217533112 (0.20858679180857784) | > loss_0: 2.2313220500946045 (2.192392801416331) | > grad_norm_0: tensor(27.0724, device='cuda:0') (tensor(18.7073, device='cuda:0')) | > loss_gen: 2.699409008026123 (2.748457179672418) | > loss_kl: 1.6598283052444458 (1.715807947619208) | > loss_feat: 8.463996887207031 (8.250158507248454) | > loss_mel: 13.358675003051758 (13.126830780643155) | > loss_duration: 1.6444554328918457 (1.6731760145603922) | > amp_scaler: 256.0 (150.06896551724137) | > loss_1: 27.826364517211914 (27.51443027627879) | > grad_norm_1: tensor(204.0741, device='cuda:0') (tensor(382.9796, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8228 (0.8567169699175604) | > loader_time: 0.0094 (0.009951687407219545)  --> TIME: 2025-05-10 21:58:51 -- STEP: 137/725 -- GLOBAL_STEP: 278000 | > loss_disc: 2.0823872089385986 (2.1913098975689755) | > loss_disc_real_0: 0.1162073165178299 (0.13549683694421816) | > loss_disc_real_1: 0.17904914915561676 (0.18997361179250874) | > loss_disc_real_2: 0.16550061106681824 (0.1863460891003156) | > loss_disc_real_3: 0.16017846763134003 (0.20405153505993587) | > loss_disc_real_4: 0.1526433229446411 (0.19483864568445808) | > loss_disc_real_5: 0.2055092602968216 (0.20911823604663796) | > loss_0: 2.0823872089385986 (2.1913098975689755) | > grad_norm_0: tensor(19.9507, device='cuda:0') (tensor(19.8132, device='cuda:0')) | > loss_gen: 2.794633626937866 (2.75964229124306) | > loss_kl: 1.676159381866455 (1.7043999085461137) | > loss_feat: 8.741655349731445 (8.298638925065093) | > loss_mel: 12.569259643554688 (13.154462466274735) | > loss_duration: 1.671703577041626 (1.6731182589148081) | > amp_scaler: 256.0 (188.7299270072992) | > loss_1: 27.453411102294922 (27.590261765640147) | > grad_norm_1: tensor(436.8000, device='cuda:0') (tensor(400.3768, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8345 (0.8563438436410723) | > loader_time: 0.0096 (0.009979552596154871) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_278000.pth  --> TIME: 2025-05-10 21:59:36 -- STEP: 187/725 -- GLOBAL_STEP: 278050 | > loss_disc: 2.184683084487915 (2.188140378278844) | > loss_disc_real_0: 0.13102775812149048 (0.13629179659055524) | > loss_disc_real_1: 0.20242491364479065 (0.1895711355827709) | > loss_disc_real_2: 0.20848095417022705 (0.18596164212826108) | > loss_disc_real_3: 0.1949186623096466 (0.20418177290077516) | > loss_disc_real_4: 0.20987795293331146 (0.1949519171593661) | > loss_disc_real_5: 0.20772676169872284 (0.20696214702040117) | > loss_0: 2.184683084487915 (2.188140378278844) | > grad_norm_0: tensor(17.6533, device='cuda:0') (tensor(20.9651, device='cuda:0')) | > loss_gen: 2.750121831893921 (2.772976230172549) | > loss_kl: 1.8955209255218506 (1.708610986005814) | > loss_feat: 7.747302055358887 (8.337722018440774) | > loss_mel: 12.182411193847656 (13.154381308326109) | > loss_duration: 1.7061749696731567 (1.675116018177991) | > amp_scaler: 256.0 (206.71657754010695) | > loss_1: 26.281530380249023 (27.648806566860586) | > grad_norm_1: tensor(515.8907, device='cuda:0') (tensor(406.8146, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8398 (0.8521403271884205) | > loader_time: 0.0099 (0.009975002411215054)  --> TIME: 2025-05-10 22:00:19 -- STEP: 237/725 -- GLOBAL_STEP: 278100 | > loss_disc: 2.31640625 (2.194139714985455) | > loss_disc_real_0: 0.16199363768100739 (0.13607308325133752) | > loss_disc_real_1: 0.189156636595726 (0.18999799633327918) | > loss_disc_real_2: 0.20779699087142944 (0.18709260596253205) | > loss_disc_real_3: 0.2238263189792633 (0.20493086738676963) | > loss_disc_real_4: 0.22187644243240356 (0.19524705353416974) | > loss_disc_real_5: 0.25375667214393616 (0.20750407013209057) | > loss_0: 2.31640625 (2.194139714985455) | > grad_norm_0: tensor(15.7454, device='cuda:0') (tensor(21.2285, device='cuda:0')) | > loss_gen: 2.5908169746398926 (2.7670143978505184) | > loss_kl: 1.8761589527130127 (1.7286146582430428) | > loss_feat: 7.010838031768799 (8.293423433344067) | > loss_mel: 11.971083641052246 (13.091940075033325) | > loss_duration: 1.6522881984710693 (1.6747957991145328) | > amp_scaler: 256.0 (217.1139240506329) | > loss_1: 25.101186752319336 (27.555788362076512) | > grad_norm_1: tensor(380.6096, device='cuda:0') (tensor(411.6664, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8119 (0.8505482593166174) | > loader_time: 0.0089 (0.009936009781270079)  --> TIME: 2025-05-10 22:01:01 -- STEP: 287/725 -- GLOBAL_STEP: 278150 | > loss_disc: 2.1433427333831787 (2.1980087341747203) | > loss_disc_real_0: 0.09034153074026108 (0.13650144670379294) | > loss_disc_real_1: 0.1960037797689438 (0.1902724648290395) | > loss_disc_real_2: 0.18069356679916382 (0.18758910993042727) | > loss_disc_real_3: 0.1819465011358261 (0.20504376380493422) | > loss_disc_real_4: 0.21406131982803345 (0.1960103134348833) | > loss_disc_real_5: 0.15331745147705078 (0.2074421085027867) | > loss_0: 2.1433427333831787 (2.1980087341747203) | > grad_norm_0: tensor(24.0823, device='cuda:0') (tensor(21.6993, device='cuda:0')) | > loss_gen: 2.830463409423828 (2.7649127888762566) | > loss_kl: 1.883545160293579 (1.7247210417059657) | > loss_feat: 9.056628227233887 (8.285532108998042) | > loss_mel: 13.828763008117676 (13.104059275849773) | > loss_duration: 1.6901795864105225 (1.674949545062793) | > amp_scaler: 256.0 (223.88850174216026) | > loss_1: 29.289579391479492 (27.554174788737548) | > grad_norm_1: tensor(610.8411, device='cuda:0') (tensor(419.2577, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8072 (0.84937303572997) | > loader_time: 0.0097 (0.009883216033829205)  --> TIME: 2025-05-10 22:01:44 -- STEP: 337/725 -- GLOBAL_STEP: 278200 | > loss_disc: 2.1198506355285645 (2.1952731531522383) | > loss_disc_real_0: 0.12155842781066895 (0.13571172689560265) | > loss_disc_real_1: 0.2037316858768463 (0.19031873022590265) | > loss_disc_real_2: 0.1672019213438034 (0.1877299575494375) | > loss_disc_real_3: 0.22386378049850464 (0.20524279516776175) | > loss_disc_real_4: 0.20053836703300476 (0.19599810928017875) | > loss_disc_real_5: 0.18820440769195557 (0.2063964786179341) | > loss_0: 2.1198506355285645 (2.1952731531522383) | > grad_norm_0: tensor(39.5627, device='cuda:0') (tensor(21.9792, device='cuda:0')) | > loss_gen: 2.8842663764953613 (2.7734925152639955) | > loss_kl: 1.702838659286499 (1.7264033336667703) | > loss_feat: 8.45024585723877 (8.301642151897658) | > loss_mel: 13.402522087097168 (13.097185850850906) | > loss_duration: 1.654984474182129 (1.6741211969703877) | > amp_scaler: 256.0 (228.65281899109792) | > loss_1: 28.09485626220703 (27.57284505713941) | > grad_norm_1: tensor(359.7368, device='cuda:0') (tensor(427.7628, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.889 (0.8487800073199174) | > loader_time: 0.0107 (0.00989380434641851)  --> TIME: 2025-05-10 22:02:27 -- STEP: 387/725 -- GLOBAL_STEP: 278250 | > loss_disc: 2.232938766479492 (2.195630866427755) | > loss_disc_real_0: 0.14881516993045807 (0.13562647624841342) | > loss_disc_real_1: 0.16976769268512726 (0.19036001067136918) | > loss_disc_real_2: 0.2019851952791214 (0.1878461371096529) | > loss_disc_real_3: 0.21230751276016235 (0.20532686908269737) | > loss_disc_real_4: 0.19003595411777496 (0.19594598505694122) | > loss_disc_real_5: 0.20582613348960876 (0.20636532542317404) | > loss_0: 2.232938766479492 (2.195630866427755) | > grad_norm_0: tensor(12.9416, device='cuda:0') (tensor(21.5897, device='cuda:0')) | > loss_gen: 2.694023609161377 (2.7709493507710525) | > loss_kl: 1.5981035232543945 (1.723626772870697) | > loss_feat: 7.258849620819092 (8.285481284139067) | > loss_mel: 11.355550765991211 (13.102308172280166) | > loss_duration: 1.7499263286590576 (1.6742114096648932) | > amp_scaler: 256.0 (232.1860465116279) | > loss_1: 24.656452178955078 (27.55657696785545) | > grad_norm_1: tensor(397.9212, device='cuda:0') (tensor(427.1524, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8393 (0.8482658351730624) | > loader_time: 0.0097 (0.009867998980736535)  --> TIME: 2025-05-10 22:03:10 -- STEP: 437/725 -- GLOBAL_STEP: 278300 | > loss_disc: 2.2614376544952393 (2.196585946006685) | > loss_disc_real_0: 0.12696100771427155 (0.13601554553418743) | > loss_disc_real_1: 0.17026874423027039 (0.19049501003062425) | > loss_disc_real_2: 0.1844259798526764 (0.18784149509409193) | > loss_disc_real_3: 0.20035222172737122 (0.20546919069928496) | > loss_disc_real_4: 0.2196516990661621 (0.19593640960735914) | > loss_disc_real_5: 0.22053587436676025 (0.20627150062292604) | > loss_0: 2.2614376544952393 (2.196585946006685) | > grad_norm_0: tensor(20.8591, device='cuda:0') (tensor(21.9885, device='cuda:0')) | > loss_gen: 2.6014158725738525 (2.7726991471218563) | > loss_kl: 1.793199062347412 (1.7226724049046602) | > loss_feat: 8.181721687316895 (8.2914378801254) | > loss_mel: 12.752717018127441 (13.096956421090482) | > loss_duration: 1.6411590576171875 (1.6743624504971013) | > amp_scaler: 256.0 (234.91075514874143) | > loss_1: 26.970212936401367 (27.558128300193246) | > grad_norm_1: tensor(234.4780, device='cuda:0') (tensor(431.6807, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8733 (0.8478970636764982) | > loader_time: 0.0095 (0.009859808522449194)  --> TIME: 2025-05-10 22:03:54 -- STEP: 487/725 -- GLOBAL_STEP: 278350 | > loss_disc: 2.2252185344696045 (2.1961969384422524) | > loss_disc_real_0: 0.10598338395357132 (0.13578114851360693) | > loss_disc_real_1: 0.1837684065103531 (0.19041355199025642) | > loss_disc_real_2: 0.17529723048210144 (0.18784498128068514) | > loss_disc_real_3: 0.20992964506149292 (0.20518473919779373) | > loss_disc_real_4: 0.19241684675216675 (0.19587993135320086) | > loss_disc_real_5: 0.17503216862678528 (0.20631579433623276) | > loss_0: 2.2252185344696045 (2.1961969384422524) | > grad_norm_0: tensor(19.1463, device='cuda:0') (tensor(21.9427, device='cuda:0')) | > loss_gen: 2.8462588787078857 (2.7725462991843712) | > loss_kl: 1.7268599271774292 (1.7232658833693675) | > loss_feat: 8.95706844329834 (8.298374225961096) | > loss_mel: 13.625166893005371 (13.11656879448548) | > loss_duration: 1.6532793045043945 (1.6746860906573537) | > amp_scaler: 256.0 (237.07597535934292) | > loss_1: 28.808631896972656 (27.585441272116785) | > grad_norm_1: tensor(527.3503, device='cuda:0') (tensor(429.9681, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8033 (0.8482017546463797) | > loader_time: 0.0091 (0.009829065393373453)  --> TIME: 2025-05-10 22:04:36 -- STEP: 537/725 -- GLOBAL_STEP: 278400 | > loss_disc: 2.2437498569488525 (2.198142695027355) | > loss_disc_real_0: 0.18696452677249908 (0.13616562035330185) | > loss_disc_real_1: 0.1807192862033844 (0.1907975480543169) | > loss_disc_real_2: 0.19328738749027252 (0.18814466929746512) | > loss_disc_real_3: 0.22673535346984863 (0.20519776717244584) | > loss_disc_real_4: 0.20600910484790802 (0.1960126679924835) | > loss_disc_real_5: 0.1891484558582306 (0.20638904491616358) | > loss_0: 2.2437498569488525 (2.198142695027355) | > grad_norm_0: tensor(15.8761, device='cuda:0') (tensor(22.1020, device='cuda:0')) | > loss_gen: 2.7971620559692383 (2.77001178109224) | > loss_kl: 1.7418721914291382 (1.72662049143452) | > loss_feat: 8.011595726013184 (8.27860975975874) | > loss_mel: 12.418242454528809 (13.102181567826086) | > loss_duration: 1.7004337310791016 (1.675377803807818) | > amp_scaler: 256.0 (238.83798882681558) | > loss_1: 26.6693058013916 (27.55280139503976) | > grad_norm_1: tensor(425.3417, device='cuda:0') (tensor(431.5113, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8397 (0.8473635767647228) | > loader_time: 0.0089 (0.009803116210568098)  --> TIME: 2025-05-10 22:05:19 -- STEP: 587/725 -- GLOBAL_STEP: 278450 | > loss_disc: 2.2175915241241455 (2.1978542967183823) | > loss_disc_real_0: 0.0951143428683281 (0.1360352439282294) | > loss_disc_real_1: 0.1865488588809967 (0.19087772759302724) | > loss_disc_real_2: 0.20342880487442017 (0.1880243519095789) | > loss_disc_real_3: 0.23145732283592224 (0.2051351903802898) | > loss_disc_real_4: 0.2016945481300354 (0.19602459651343462) | > loss_disc_real_5: 0.18349619209766388 (0.20646513574574216) | > loss_0: 2.2175915241241455 (2.1978542967183823) | > grad_norm_0: tensor(14.8553, device='cuda:0') (tensor(21.9519, device='cuda:0')) | > loss_gen: 2.8009157180786133 (2.7681921612871156) | > loss_kl: 1.8357077836990356 (1.7279532741647359) | > loss_feat: 8.145467758178711 (8.269647335071983) | > loss_mel: 12.648776054382324 (13.092318577092186) | > loss_duration: 1.6551761627197266 (1.6748606147311207) | > amp_scaler: 256.0 (240.29982964224868) | > loss_1: 27.086042404174805 (27.53297194264816) | > grad_norm_1: tensor(459.1849, device='cuda:0') (tensor(430.9751, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8661 (0.8473572596983769) | > loader_time: 0.0108 (0.009775761242010314)  --> TIME: 2025-05-10 22:06:02 -- STEP: 637/725 -- GLOBAL_STEP: 278500 | > loss_disc: 2.2448160648345947 (2.197890354662527) | > loss_disc_real_0: 0.14816097915172577 (0.1363598107121989) | > loss_disc_real_1: 0.22853702306747437 (0.19081325915582145) | > loss_disc_real_2: 0.2016502171754837 (0.18803059177552126) | > loss_disc_real_3: 0.21424996852874756 (0.20504839121827526) | > loss_disc_real_4: 0.18634770810604095 (0.196124732517747) | > loss_disc_real_5: 0.2262069135904312 (0.20634193152329597) | > loss_0: 2.2448160648345947 (2.197890354662527) | > grad_norm_0: tensor(12.9077, device='cuda:0') (tensor(22.1929, device='cuda:0')) | > loss_gen: 2.7277815341949463 (2.7704413274019433) | > loss_kl: 1.8514633178710938 (1.729006829778291) | > loss_feat: 7.1398725509643555 (8.2782803218069) | > loss_mel: 12.856812477111816 (13.102597013560345) | > loss_duration: 1.652400255203247 (1.6746706378703216) | > amp_scaler: 256.0 (241.53218210361064) | > loss_1: 26.228330612182617 (27.55499613715491) | > grad_norm_1: tensor(224.0968, device='cuda:0') (tensor(431.7727, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8309 (0.8468025894704003) | > loader_time: 0.0094 (0.00977202637042131)  --> TIME: 2025-05-10 22:06:44 -- STEP: 687/725 -- GLOBAL_STEP: 278550 | > loss_disc: 2.2513697147369385 (2.1987305447524297) | > loss_disc_real_0: 0.12864252924919128 (0.1363351148223771) | > loss_disc_real_1: 0.1818208396434784 (0.19088877370957907) | > loss_disc_real_2: 0.18772117793560028 (0.18815953116403034) | > loss_disc_real_3: 0.1987278014421463 (0.20520219749064772) | > loss_disc_real_4: 0.15223504602909088 (0.19611714736950275) | > loss_disc_real_5: 0.214236319065094 (0.20630249038360338) | > loss_0: 2.2513697147369385 (2.1987305447524297) | > grad_norm_0: tensor(11.9410, device='cuda:0') (tensor(21.8759, device='cuda:0')) | > loss_gen: 2.564117193222046 (2.7684523934360135) | > loss_kl: 1.8151627779006958 (1.7278528222177052) | > loss_feat: 7.421535968780518 (8.266054942618291) | > loss_mel: 12.20316219329834 (13.09221192600078) | > loss_duration: 1.6626988649368286 (1.6742959178691348) | > amp_scaler: 256.0 (242.58515283842792) | > loss_1: 25.666677474975586 (27.528868013073783) | > grad_norm_1: tensor(331.4669, device='cuda:0') (tensor(428.2106, device='cuda:0')) | > current_lr_0: 0.0001921574073963066 | > current_lr_1: 0.0001921574073963066 | > step_time: 0.8389 (0.8456726688484955) | > loader_time: 0.0098 (0.009770453757073687)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.263793468475342 (2.263793468475342) | > loss_disc_real_0: 0.12198587507009506 (0.12198587507009506) | > loss_disc_real_1: 0.19017940759658813 (0.19017940759658813) | > loss_disc_real_2: 0.18875467777252197 (0.18875467777252197) | > loss_disc_real_3: 0.27524062991142273 (0.27524062991142273) | > loss_disc_real_4: 0.30487510561943054 (0.30487510561943054) | > loss_disc_real_5: 0.24840284883975983 (0.24840284883975983) | > loss_0: 2.263793468475342 (2.263793468475342) | > loss_gen: 2.965837240219116 (2.965837240219116) | > loss_kl: 2.168290376663208 (2.168290376663208) | > loss_feat: 8.930304527282715 (8.930304527282715) | > loss_mel: 14.338373184204102 (14.338373184204102) | > loss_duration: 1.7090353965759277 (1.7090353965759277) | > loss_1: 30.111841201782227 (30.111841201782227)  --> STEP: 1 | > loss_disc: 2.1183483600616455 (2.1183483600616455) | > loss_disc_real_0: 0.11604660004377365 (0.11604660004377365) | > loss_disc_real_1: 0.17789065837860107 (0.17789065837860107) | > loss_disc_real_2: 0.2040681093931198 (0.2040681093931198) | > loss_disc_real_3: 0.23571941256523132 (0.23571941256523132) | > loss_disc_real_4: 0.27656638622283936 (0.27656638622283936) | > loss_disc_real_5: 0.2259179949760437 (0.2259179949760437) | > loss_0: 2.1183483600616455 (2.1183483600616455) | > loss_gen: 3.0784268379211426 (3.0784268379211426) | > loss_kl: 2.2140932083129883 (2.2140932083129883) | > loss_feat: 9.45291519165039 (9.45291519165039) | > loss_mel: 15.312769889831543 (15.312769889831543) | > loss_duration: 1.816251277923584 (1.816251277923584) | > loss_1: 31.87445640563965 (31.87445640563965)  --> STEP: 2 | > loss_disc: 2.2401227951049805 (2.179235577583313) | > loss_disc_real_0: 0.13819056749343872 (0.12711858376860619) | > loss_disc_real_1: 0.19220513105392456 (0.18504789471626282) | > loss_disc_real_2: 0.19543635845184326 (0.19975223392248154) | > loss_disc_real_3: 0.2677924335002899 (0.2517559230327606) | > loss_disc_real_4: 0.3115043044090271 (0.2940353453159332) | > loss_disc_real_5: 0.26390355825424194 (0.24491077661514282) | > loss_0: 2.2401227951049805 (2.179235577583313) | > loss_gen: 3.1027770042419434 (3.090601921081543) | > loss_kl: 1.914454460144043 (2.0642738342285156) | > loss_feat: 8.821057319641113 (9.136986255645752) | > loss_mel: 14.543049812316895 (14.927909851074219) | > loss_duration: 1.8341387510299683 (1.8251950144767761) | > loss_1: 30.215476989746094 (31.04496669769287)  --> STEP: 3 | > loss_disc: 2.2084450721740723 (2.188972075780233) | > loss_disc_real_0: 0.13209746778011322 (0.12877821177244186) | > loss_disc_real_1: 0.19606930017471313 (0.18872169653574625) | > loss_disc_real_2: 0.18069909512996674 (0.19340118765830994) | > loss_disc_real_3: 0.24787098169326782 (0.250460942586263) | > loss_disc_real_4: 0.3060791492462158 (0.2980499466260274) | > loss_disc_real_5: 0.2448367327451706 (0.24488609532515207) | > loss_0: 2.2084450721740723 (2.188972075780233) | > loss_gen: 3.0602293014526367 (3.080477714538574) | > loss_kl: 2.0098071098327637 (2.0461182594299316) | > loss_feat: 9.282965660095215 (9.185646057128906) | > loss_mel: 14.638951301574707 (14.831590334574381) | > loss_duration: 1.812423825263977 (1.820937951405843) | > loss_1: 30.804378509521484 (30.964770634969074)  --> STEP: 4 | > loss_disc: 2.4398984909057617 (2.251703679561615) | > loss_disc_real_0: 0.1597137600183487 (0.13651209883391857) | > loss_disc_real_1: 0.21570290625095367 (0.1954669989645481) | > loss_disc_real_2: 0.19131581485271454 (0.1928798444569111) | > loss_disc_real_3: 0.24972297251224518 (0.25027645006775856) | > loss_disc_real_4: 0.2601274847984314 (0.2885693311691284) | > loss_disc_real_5: 0.26513969898223877 (0.24994949623942375) | > loss_0: 2.4398984909057617 (2.251703679561615) | > loss_gen: 2.484025716781616 (2.9313647150993347) | > loss_kl: 1.7688181400299072 (1.9767932295799255) | > loss_feat: 6.628448963165283 (8.546346783638) | > loss_mel: 10.49283504486084 (13.746901512145996) | > loss_duration: 1.7562756538391113 (1.8047723770141602) | > loss_1: 23.130403518676758 (29.006178855895996) --> EVAL PERFORMANCE | > avg_loader_time: 0.2839447855949402 (-0.0033513903617858887) | > avg_loss_disc: 2.251703679561615 (-0.09348750114440918) | > avg_loss_disc_real_0: 0.13651209883391857 (-0.017214937135577202) | > avg_loss_disc_real_1: 0.1954669989645481 (+0.02137710526585579) | > avg_loss_disc_real_2: 0.1928798444569111 (+0.01382453367114067) | > avg_loss_disc_real_3: 0.25027645006775856 (+0.02936415746808052) | > avg_loss_disc_real_4: 0.2885693311691284 (+0.07953717559576035) | > avg_loss_disc_real_5: 0.24994949623942375 (-0.005164381116628647) | > avg_loss_0: 2.251703679561615 (-0.09348750114440918) | > avg_loss_gen: 2.9313647150993347 (+0.4891960024833679) | > avg_loss_kl: 1.9767932295799255 (+0.0015601515769958496) | > avg_loss_feat: 8.546346783638 (+1.2557421922683716) | > avg_loss_mel: 13.746901512145996 (+0.5178868770599365) | > avg_loss_duration: 1.8047723770141602 (-0.013291984796524048) | > avg_loss_1: 29.006178855895996 (+2.251094341278076)  > EPOCH: 321/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 22:07:23)   --> TIME: 2025-05-10 22:07:36 -- STEP: 12/725 -- GLOBAL_STEP: 278600 | > loss_disc: 2.332082509994507 (2.2351413567860923) | > loss_disc_real_0: 0.14292913675308228 (0.13697038342555365) | > loss_disc_real_1: 0.1990344226360321 (0.19035403430461884) | > loss_disc_real_2: 0.22166205942630768 (0.1933091307679812) | > loss_disc_real_3: 0.21414215862751007 (0.20762943600614867) | > loss_disc_real_4: 0.20297788083553314 (0.20464083179831505) | > loss_disc_real_5: 0.22206054627895355 (0.21865862980484962) | > loss_0: 2.332082509994507 (2.2351413567860923) | > grad_norm_0: tensor(13.9470, device='cuda:0') (tensor(16.8293, device='cuda:0')) | > loss_gen: 2.597686529159546 (2.729973336060842) | > loss_kl: 1.8466612100601196 (1.7661334971586864) | > loss_feat: 7.604618072509766 (8.138574083646139) | > loss_mel: 12.093124389648438 (13.191266695658365) | > loss_duration: 1.7047324180603027 (1.6763379176457722) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.84682273864746 (27.502285480499268) | > grad_norm_1: tensor(359.6391, device='cuda:0') (tensor(299.0255, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8372 (0.8307734529177347) | > loader_time: 0.009 (0.009672264258066813)  --> TIME: 2025-05-10 22:08:19 -- STEP: 62/725 -- GLOBAL_STEP: 278650 | > loss_disc: 2.380681037902832 (2.2160456103663275) | > loss_disc_real_0: 0.21230477094650269 (0.1380591852770698) | > loss_disc_real_1: 0.206716388463974 (0.18971113812538884) | > loss_disc_real_2: 0.20629100501537323 (0.19214111157963354) | > loss_disc_real_3: 0.1792537122964859 (0.20497857947503367) | > loss_disc_real_4: 0.20131678879261017 (0.1989217270766535) | > loss_disc_real_5: 0.19649647176265717 (0.2073283736263552) | > loss_0: 2.380681037902832 (2.2160456103663275) | > grad_norm_0: tensor(19.0162, device='cuda:0') (tensor(20.5940, device='cuda:0')) | > loss_gen: 2.516216278076172 (2.758822621837739) | > loss_kl: 1.5323514938354492 (1.7210522640135981) | > loss_feat: 6.4442667961120605 (8.307203000591649) | > loss_mel: 11.823028564453125 (13.213910625826928) | > loss_duration: 1.725893259048462 (1.6712052879794952) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.04175567626953 (27.67219365027643) | > grad_norm_1: tensor(255.9776, device='cuda:0') (tensor(403.7123, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8519 (0.8462222045467745) | > loader_time: 0.0094 (0.009845529833147605)  --> TIME: 2025-05-10 22:09:02 -- STEP: 112/725 -- GLOBAL_STEP: 278700 | > loss_disc: 2.137401819229126 (2.212348272757868) | > loss_disc_real_0: 0.14446748793125153 (0.1374240882827768) | > loss_disc_real_1: 0.19810765981674194 (0.19024831176336324) | > loss_disc_real_2: 0.1704816073179245 (0.19087320047297643) | > loss_disc_real_3: 0.15367276966571808 (0.2049643679388932) | > loss_disc_real_4: 0.15281830728054047 (0.197711540785219) | > loss_disc_real_5: 0.20168080925941467 (0.20723405746476992) | > loss_0: 2.137401819229126 (2.212348272757868) | > grad_norm_0: tensor(20.9841, device='cuda:0') (tensor(21.8703, device='cuda:0')) | > loss_gen: 3.0568275451660156 (2.764380205954825) | > loss_kl: 1.5843160152435303 (1.7119034358433314) | > loss_feat: 9.028806686401367 (8.28631258010864) | > loss_mel: 14.746478080749512 (13.193259196622032) | > loss_duration: 1.666568636894226 (1.674207553267479) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.082996368408203 (27.630062886646815) | > grad_norm_1: tensor(354.0918, device='cuda:0') (tensor(421.0287, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8198 (0.8460242748260498) | > loader_time: 0.0095 (0.0098953332219805)  --> TIME: 2025-05-10 22:09:45 -- STEP: 162/725 -- GLOBAL_STEP: 278750 | > loss_disc: 2.3069958686828613 (2.211622121157467) | > loss_disc_real_0: 0.09826251864433289 (0.13958655757668575) | > loss_disc_real_1: 0.19531074166297913 (0.19050367848004826) | > loss_disc_real_2: 0.207209050655365 (0.19033674491040498) | > loss_disc_real_3: 0.21693673729896545 (0.20509899223660244) | > loss_disc_real_4: 0.23148734867572784 (0.1978391396962566) | > loss_disc_real_5: 0.18840989470481873 (0.2056858014361358) | > loss_0: 2.3069958686828613 (2.211622121157467) | > grad_norm_0: tensor(21.0409, device='cuda:0') (tensor(23.9383, device='cuda:0')) | > loss_gen: 2.5272951126098633 (2.7694633507434236) | > loss_kl: 1.9473223686218262 (1.7166277729434731) | > loss_feat: 6.76678991317749 (8.26564343770345) | > loss_mel: 11.229927062988281 (13.152199721630703) | > loss_duration: 1.6328299045562744 (1.6750303205148673) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.104162216186523 (27.578964504194847) | > grad_norm_1: tensor(449.1115, device='cuda:0') (tensor(427.0784, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8219 (0.8447801478115129) | > loader_time: 0.0105 (0.009862368489489138)  --> TIME: 2025-05-10 22:10:28 -- STEP: 212/725 -- GLOBAL_STEP: 278800 | > loss_disc: 2.3754794597625732 (2.213428350552071) | > loss_disc_real_0: 0.1489633470773697 (0.13950183358535445) | > loss_disc_real_1: 0.2081315815448761 (0.19076525019306056) | > loss_disc_real_2: 0.19496892392635345 (0.18976158332431092) | > loss_disc_real_3: 0.21328027546405792 (0.20592461238211057) | > loss_disc_real_4: 0.20904050767421722 (0.19753696839764434) | > loss_disc_real_5: 0.22445161640644073 (0.2055818628308908) | > loss_0: 2.3754794597625732 (2.213428350552071) | > grad_norm_0: tensor(10.9668, device='cuda:0') (tensor(23.0143, device='cuda:0')) | > loss_gen: 2.3985254764556885 (2.75832987956281) | > loss_kl: 1.5762816667556763 (1.7201867918923217) | > loss_feat: 5.8835554122924805 (8.213302614553916) | > loss_mel: 9.646647453308105 (13.079739206242108) | > loss_duration: 1.6825003623962402 (1.6748920881523277) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.187509536743164 (27.446450557348864) | > grad_norm_1: tensor(147.4274, device='cuda:0') (tensor(420.7312, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8356 (0.8451961436361637) | > loader_time: 0.01 (0.009852961549219094)  --> TIME: 2025-05-10 22:11:10 -- STEP: 262/725 -- GLOBAL_STEP: 278850 | > loss_disc: 2.138583183288574 (2.2129919451611624) | > loss_disc_real_0: 0.10703002661466599 (0.13914629464386066) | > loss_disc_real_1: 0.17612728476524353 (0.1906099199452473) | > loss_disc_real_2: 0.18534232676029205 (0.18955183029174805) | > loss_disc_real_3: 0.17890319228172302 (0.20592158970259528) | > loss_disc_real_4: 0.16030699014663696 (0.19730871193509064) | > loss_disc_real_5: 0.21849557757377625 (0.20629640702755397) | > loss_0: 2.138583183288574 (2.2129919451611624) | > grad_norm_0: tensor(26.8731, device='cuda:0') (tensor(22.7320, device='cuda:0')) | > loss_gen: 2.850983142852783 (2.7557034583492133) | > loss_kl: 1.8122373819351196 (1.7303860524228512) | > loss_feat: 9.014229774475098 (8.215651137228223) | > loss_mel: 14.088371276855469 (13.089291820089322) | > loss_duration: 1.6637786626815796 (1.6751767492476313) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.42959976196289 (27.46620915682261) | > grad_norm_1: tensor(695.0005, device='cuda:0') (tensor(426.4552, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.877 (0.8441672607232596) | > loader_time: 0.0098 (0.009885046318287157)  --> TIME: 2025-05-10 22:11:53 -- STEP: 312/725 -- GLOBAL_STEP: 278900 | > loss_disc: 2.19283390045166 (2.2101877870467987) | > loss_disc_real_0: 0.12224189192056656 (0.13876235179412055) | > loss_disc_real_1: 0.19039388000965118 (0.19061604653222433) | > loss_disc_real_2: 0.19162286818027496 (0.18918524849682283) | > loss_disc_real_3: 0.21397022902965546 (0.20573087399586662) | > loss_disc_real_4: 0.16908925771713257 (0.19699261815120014) | > loss_disc_real_5: 0.18902966380119324 (0.20593797916976306) | > loss_0: 2.19283390045166 (2.2101877870467987) | > grad_norm_0: tensor(26.8889, device='cuda:0') (tensor(22.9170, device='cuda:0')) | > loss_gen: 2.6548068523406982 (2.758948835042807) | > loss_kl: 1.8489656448364258 (1.7303912853583314) | > loss_feat: 8.14128589630127 (8.233544928905285) | > loss_mel: 12.759025573730469 (13.10299797241504) | > loss_duration: 1.6608507633209229 (1.6740017269666383) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.06493377685547 (27.499884697107163) | > grad_norm_1: tensor(478.0143, device='cuda:0') (tensor(427.5628, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8292 (0.8426786149159456) | > loader_time: 0.0094 (0.009870900557591367)  --> TIME: 2025-05-10 22:12:36 -- STEP: 362/725 -- GLOBAL_STEP: 278950 | > loss_disc: 2.0289418697357178 (2.2106710925945254) | > loss_disc_real_0: 0.10768883675336838 (0.13840078031489852) | > loss_disc_real_1: 0.1895112246274948 (0.19033689916298527) | > loss_disc_real_2: 0.18648849427700043 (0.18894305388901111) | > loss_disc_real_3: 0.19809429347515106 (0.20587967204454863) | > loss_disc_real_4: 0.2281472235918045 (0.19722654349402174) | > loss_disc_real_5: 0.19268515706062317 (0.2069855242226664) | > loss_0: 2.0289418697357178 (2.2106710925945254) | > grad_norm_0: tensor(22.7327, device='cuda:0') (tensor(22.4184, device='cuda:0')) | > loss_gen: 2.993563652038574 (2.7563159024517816) | > loss_kl: 1.7063195705413818 (1.7310436134180314) | > loss_feat: 9.614995956420898 (8.220096789670906) | > loss_mel: 15.208789825439453 (13.08621295380987) | > loss_duration: 1.6339167356491089 (1.6732932928517381) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.1575870513916 (27.46696252980943) | > grad_norm_1: tensor(586.2540, device='cuda:0') (tensor(420.1501, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8331 (0.8424082237053971) | > loader_time: 0.0097 (0.009838701611724348)  --> TIME: 2025-05-10 22:13:19 -- STEP: 412/725 -- GLOBAL_STEP: 279000 | > loss_disc: 2.2108263969421387 (2.2071125354002987) | > loss_disc_real_0: 0.14194686710834503 (0.13792501970474572) | > loss_disc_real_1: 0.17191356420516968 (0.18995671574641193) | > loss_disc_real_2: 0.1805896908044815 (0.18856821187491551) | > loss_disc_real_3: 0.19219478964805603 (0.20565097359488319) | > loss_disc_real_4: 0.17336979508399963 (0.19673300198125612) | > loss_disc_real_5: 0.18105870485305786 (0.2071341987229088) | > loss_0: 2.2108263969421387 (2.2071125354002987) | > grad_norm_0: tensor(26.7403, device='cuda:0') (tensor(22.3968, device='cuda:0')) | > loss_gen: 2.5670461654663086 (2.7615357012424644) | > loss_kl: 1.6751426458358765 (1.7358145809289325) | > loss_feat: 8.053970336914062 (8.258055087432115) | > loss_mel: 13.095102310180664 (13.14151409297313) | > loss_duration: 1.6967341899871826 (1.673735288451019) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.087995529174805 (27.57065473945395) | > grad_norm_1: tensor(540.1221, device='cuda:0') (tensor(421.7539, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8425 (0.8440364934865711) | > loader_time: 0.0096 (0.00982994767068659) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_279000.pth  --> TIME: 2025-05-10 22:14:04 -- STEP: 462/725 -- GLOBAL_STEP: 279050 | > loss_disc: 2.0738744735717773 (2.207012733081721) | > loss_disc_real_0: 0.11631971597671509 (0.13792685517694528) | > loss_disc_real_1: 0.2040608823299408 (0.19025753499754575) | > loss_disc_real_2: 0.1689499020576477 (0.18858328000420613) | > loss_disc_real_3: 0.18139204382896423 (0.20556335880126794) | > loss_disc_real_4: 0.1810143142938614 (0.19644923204983472) | > loss_disc_real_5: 0.1815449297428131 (0.20724961819586815) | > loss_0: 2.0738744735717773 (2.207012733081721) | > grad_norm_0: tensor(25.3346, device='cuda:0') (tensor(22.2231, device='cuda:0')) | > loss_gen: 2.833522081375122 (2.7609870346077585) | > loss_kl: 1.4290350675582886 (1.7351572252971272) | > loss_feat: 9.533516883850098 (8.263769174551033) | > loss_mel: 14.255292892456055 (13.139023378297876) | > loss_duration: 1.6955153942108154 (1.674088356298802) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.746883392333984 (27.57302515847342) | > grad_norm_1: tensor(554.7527, device='cuda:0') (tensor(419.8068, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.7988 (0.8439006464821952) | > loader_time: 0.0106 (0.009848741225866011)  --> TIME: 2025-05-10 22:14:47 -- STEP: 512/725 -- GLOBAL_STEP: 279100 | > loss_disc: 2.150320529937744 (2.2074203265365235) | > loss_disc_real_0: 0.1274622529745102 (0.13794430113921413) | > loss_disc_real_1: 0.16896818578243256 (0.19035487735527562) | > loss_disc_real_2: 0.18031853437423706 (0.188763202924747) | > loss_disc_real_3: 0.2025757133960724 (0.2054953308543191) | > loss_disc_real_4: 0.18654514849185944 (0.19660870594088922) | > loss_disc_real_5: 0.194818913936615 (0.2072515987965744) | > loss_0: 2.150320529937744 (2.2074203265365235) | > grad_norm_0: tensor(41.1104, device='cuda:0') (tensor(22.1879, device='cuda:0')) | > loss_gen: 2.758824110031128 (2.759062432218342) | > loss_kl: 1.7664117813110352 (1.7340816305950286) | > loss_feat: 8.623374938964844 (8.244218985550106) | > loss_mel: 12.78586483001709 (13.116196904331442) | > loss_duration: 1.637343168258667 (1.6745356444735082) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.57181739807129 (27.52809558436274) | > grad_norm_1: tensor(454.9272, device='cuda:0') (tensor(422.6861, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8464 (0.8436033576726913) | > loader_time: 0.0093 (0.009851383510977028)  --> TIME: 2025-05-10 22:15:30 -- STEP: 562/725 -- GLOBAL_STEP: 279150 | > loss_disc: 2.1422533988952637 (2.2078310616075787) | > loss_disc_real_0: 0.1380229890346527 (0.13780456400903948) | > loss_disc_real_1: 0.19221250712871552 (0.19062941675190395) | > loss_disc_real_2: 0.15781807899475098 (0.1887181122850268) | > loss_disc_real_3: 0.17132559418678284 (0.20546141988017808) | > loss_disc_real_4: 0.15987111628055573 (0.19685547204946718) | > loss_disc_real_5: 0.17158514261245728 (0.20735646224849158) | > loss_0: 2.1422533988952637 (2.2078310616075787) | > grad_norm_0: tensor(21.6557, device='cuda:0') (tensor(22.3748, device='cuda:0')) | > loss_gen: 2.731971263885498 (2.7601462666250205) | > loss_kl: 1.6347250938415527 (1.7345108133193856) | > loss_feat: 8.543057441711426 (8.245293434828627) | > loss_mel: 13.383180618286133 (13.120572057907264) | > loss_duration: 1.6207422018051147 (1.6742867012889364) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.913677215576172 (27.5348092381216) | > grad_norm_1: tensor(419.4120, device='cuda:0') (tensor(423.7053, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8909 (0.8436787217537282) | > loader_time: 0.0105 (0.009854034172682574)  --> TIME: 2025-05-10 22:16:13 -- STEP: 612/725 -- GLOBAL_STEP: 279200 | > loss_disc: 2.305490732192993 (2.208348059965895) | > loss_disc_real_0: 0.13028931617736816 (0.137802447198458) | > loss_disc_real_1: 0.19864912331104279 (0.1907193325703439) | > loss_disc_real_2: 0.18657651543617249 (0.18882198298191719) | > loss_disc_real_3: 0.21747557818889618 (0.20566547399058058) | > loss_disc_real_4: 0.19456805288791656 (0.19677967765654622) | > loss_disc_real_5: 0.22674326598644257 (0.20751798488930157) | > loss_0: 2.305490732192993 (2.208348059965895) | > grad_norm_0: tensor(18.7058, device='cuda:0') (tensor(22.1888, device='cuda:0')) | > loss_gen: 2.622790813446045 (2.7608995990815504) | > loss_kl: 1.6468775272369385 (1.7332508022489104) | > loss_feat: 7.791606903076172 (8.24962891316882) | > loss_mel: 13.283648490905762 (13.130564310971426) | > loss_duration: 1.613701343536377 (1.6741722237830077) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.95862579345703 (27.548515821594037) | > grad_norm_1: tensor(568.6382, device='cuda:0') (tensor(420.8711, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8224 (0.8444309133330202) | > loader_time: 0.0086 (0.00985167462841358)  --> TIME: 2025-05-10 22:16:56 -- STEP: 662/725 -- GLOBAL_STEP: 279250 | > loss_disc: 2.2049551010131836 (2.2081904097986373) | > loss_disc_real_0: 0.15670806169509888 (0.13769555871805395) | > loss_disc_real_1: 0.20850788056850433 (0.19069550328204266) | > loss_disc_real_2: 0.17222492396831512 (0.18891813628533097) | > loss_disc_real_3: 0.21516193449497223 (0.20552547809490623) | > loss_disc_real_4: 0.17435359954833984 (0.19672012322348778) | > loss_disc_real_5: 0.20234400033950806 (0.20764123736191373) | > loss_0: 2.2049551010131836 (2.2081904097986373) | > grad_norm_0: tensor(14.9989, device='cuda:0') (tensor(21.9530, device='cuda:0')) | > loss_gen: 2.7566938400268555 (2.760680942737082) | > loss_kl: 1.7023802995681763 (1.7316864637089633) | > loss_feat: 8.520748138427734 (8.251659672786102) | > loss_mel: 14.383268356323242 (13.131065207305626) | > loss_duration: 1.6938319206237793 (1.6745486210840352) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.056922912597656 (27.549640891775265) | > grad_norm_1: tensor(156.1182, device='cuda:0') (tensor(418.3978, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8801 (0.8443260758304884) | > loader_time: 0.0101 (0.009864231250797516)  --> TIME: 2025-05-10 22:17:40 -- STEP: 712/725 -- GLOBAL_STEP: 279300 | > loss_disc: 2.1813583374023438 (2.2085379683569566) | > loss_disc_real_0: 0.1358071118593216 (0.13802766561340757) | > loss_disc_real_1: 0.16736972332000732 (0.19077098405176995) | > loss_disc_real_2: 0.20943105220794678 (0.18897981238499117) | > loss_disc_real_3: 0.21853910386562347 (0.20541425197898003) | > loss_disc_real_4: 0.19710683822631836 (0.19676090272541136) | > loss_disc_real_5: 0.20384669303894043 (0.20763021305705723) | > loss_0: 2.1813583374023438 (2.2085379683569566) | > grad_norm_0: tensor(16.6012, device='cuda:0') (tensor(22.0012, device='cuda:0')) | > loss_gen: 2.6895394325256348 (2.7606606292590667) | > loss_kl: 1.8009675741195679 (1.7313952988453118) | > loss_feat: 7.77465295791626 (8.246930205420156) | > loss_mel: 13.994577407836914 (13.124027114235949) | > loss_duration: 1.6609845161437988 (1.674191012643697) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.92072105407715 (27.537204225411575) | > grad_norm_1: tensor(497.9211, device='cuda:0') (tensor(416.5606, device='cuda:0')) | > current_lr_0: 0.00019213338772038204 | > current_lr_1: 0.00019213338772038204 | > step_time: 0.8385 (0.8455664632695444) | > loader_time: 0.0094 (0.009864386547817287)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.288330316543579 (2.288330316543579) | > loss_disc_real_0: 0.11229108273983002 (0.11229108273983002) | > loss_disc_real_1: 0.17311203479766846 (0.17311203479766846) | > loss_disc_real_2: 0.17435318231582642 (0.17435318231582642) | > loss_disc_real_3: 0.18402613699436188 (0.18402613699436188) | > loss_disc_real_4: 0.21933911740779877 (0.21933911740779877) | > loss_disc_real_5: 0.21318462491035461 (0.21318462491035461) | > loss_0: 2.288330316543579 (2.288330316543579) | > loss_gen: 2.364048480987549 (2.364048480987549) | > loss_kl: 2.0383100509643555 (2.0383100509643555) | > loss_feat: 8.38053035736084 (8.38053035736084) | > loss_mel: 13.203137397766113 (13.203137397766113) | > loss_duration: 1.698472023010254 (1.698472023010254) | > loss_1: 27.684497833251953 (27.684497833251953)  --> STEP: 1 | > loss_disc: 2.1567342281341553 (2.1567342281341553) | > loss_disc_real_0: 0.10569386929273605 (0.10569386929273605) | > loss_disc_real_1: 0.16865748167037964 (0.16865748167037964) | > loss_disc_real_2: 0.16731958091259003 (0.16731958091259003) | > loss_disc_real_3: 0.17139773070812225 (0.17139773070812225) | > loss_disc_real_4: 0.20492705702781677 (0.20492705702781677) | > loss_disc_real_5: 0.1879526972770691 (0.1879526972770691) | > loss_0: 2.1567342281341553 (2.1567342281341553) | > loss_gen: 2.502854585647583 (2.502854585647583) | > loss_kl: 2.122295379638672 (2.122295379638672) | > loss_feat: 9.105777740478516 (9.105777740478516) | > loss_mel: 13.84427547454834 (13.84427547454834) | > loss_duration: 1.7947204113006592 (1.7947204113006592) | > loss_1: 29.369924545288086 (29.369924545288086)  --> STEP: 2 | > loss_disc: 2.267426013946533 (2.2120801210403442) | > loss_disc_real_0: 0.12178190797567368 (0.11373788863420486) | > loss_disc_real_1: 0.16379225254058838 (0.166224867105484) | > loss_disc_real_2: 0.16177645325660706 (0.16454801708459854) | > loss_disc_real_3: 0.1978689730167389 (0.18463335186243057) | > loss_disc_real_4: 0.20934785902500153 (0.20713745802640915) | > loss_disc_real_5: 0.17570817470550537 (0.18183043599128723) | > loss_0: 2.267426013946533 (2.2120801210403442) | > loss_gen: 2.268481969833374 (2.3856682777404785) | > loss_kl: 1.988074779510498 (2.055185079574585) | > loss_feat: 7.693696975708008 (8.399737358093262) | > loss_mel: 13.073652267456055 (13.458963871002197) | > loss_duration: 1.8454360961914062 (1.8200782537460327) | > loss_1: 26.869342803955078 (28.119633674621582)  --> STEP: 3 | > loss_disc: 2.2240850925445557 (2.2160817782084146) | > loss_disc_real_0: 0.10917757451534271 (0.11221778392791748) | > loss_disc_real_1: 0.176256000995636 (0.16956857840220133) | > loss_disc_real_2: 0.17269258201122284 (0.16726287206013998) | > loss_disc_real_3: 0.19169968366622925 (0.18698879579703012) | > loss_disc_real_4: 0.2003045380115509 (0.2048598180214564) | > loss_disc_real_5: 0.19186809659004211 (0.18517632285753885) | > loss_0: 2.2240850925445557 (2.2160817782084146) | > loss_gen: 2.4106736183166504 (2.394003391265869) | > loss_kl: 1.8352755308151245 (1.9818818966547649) | > loss_feat: 8.438698768615723 (8.412724494934082) | > loss_mel: 13.850505828857422 (13.58947785695394) | > loss_duration: 1.8106820583343506 (1.8169461886088054) | > loss_1: 28.345836639404297 (28.195034662882488)  --> STEP: 4 | > loss_disc: 2.2469072341918945 (2.2237881422042847) | > loss_disc_real_0: 0.10472195595502853 (0.11034382693469524) | > loss_disc_real_1: 0.1807178407907486 (0.17235589399933815) | > loss_disc_real_2: 0.16066031157970428 (0.16561223194003105) | > loss_disc_real_3: 0.16927951574325562 (0.1825614757835865) | > loss_disc_real_4: 0.21969705820083618 (0.20856912806630135) | > loss_disc_real_5: 0.200972780585289 (0.1891254372894764) | > loss_0: 2.2469072341918945 (2.2237881422042847) | > loss_gen: 2.3786802291870117 (2.390172600746155) | > loss_kl: 1.9452389478683472 (1.9727211594581604) | > loss_feat: 8.738572120666504 (8.494186401367188) | > loss_mel: 12.635340690612793 (13.350943565368652) | > loss_duration: 1.7570489645004272 (1.8019718825817108) | > loss_1: 27.454883575439453 (28.00999689102173) --> EVAL PERFORMANCE | > avg_loader_time: 0.2786599397659302 (-0.00528484582901001) | > avg_loss_disc: 2.2237881422042847 (-0.027915537357330322) | > avg_loss_disc_real_0: 0.11034382693469524 (-0.026168271899223328) | > avg_loss_disc_real_1: 0.17235589399933815 (-0.02311110496520996) | > avg_loss_disc_real_2: 0.16561223194003105 (-0.027267612516880035) | > avg_loss_disc_real_3: 0.1825614757835865 (-0.06771497428417206) | > avg_loss_disc_real_4: 0.20856912806630135 (-0.08000020310282707) | > avg_loss_disc_real_5: 0.1891254372894764 (-0.06082405894994736) | > avg_loss_0: 2.2237881422042847 (-0.027915537357330322) | > avg_loss_gen: 2.390172600746155 (-0.5411921143531799) | > avg_loss_kl: 1.9727211594581604 (-0.004072070121765137) | > avg_loss_feat: 8.494186401367188 (-0.05216038227081299) | > avg_loss_mel: 13.350943565368652 (-0.39595794677734375) | > avg_loss_duration: 1.8019718825817108 (-0.002800494432449341) | > avg_loss_1: 28.00999689102173 (-0.9961819648742676)  > EPOCH: 322/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 22:17:57)   --> TIME: 2025-05-10 22:18:32 -- STEP: 37/725 -- GLOBAL_STEP: 279350 | > loss_disc: 2.2180585861206055 (2.1738864054550997) | > loss_disc_real_0: 0.12178777903318405 (0.13212616157692833) | > loss_disc_real_1: 0.2077954113483429 (0.18946632783155185) | > loss_disc_real_2: 0.17913997173309326 (0.18447656164298187) | > loss_disc_real_3: 0.17590446770191193 (0.20343404686128772) | > loss_disc_real_4: 0.16190935671329498 (0.19537797852142438) | > loss_disc_real_5: 0.18033923208713531 (0.20442861681048935) | > loss_0: 2.2180585861206055 (2.1738864054550997) | > grad_norm_0: tensor(30.8100, device='cuda:0') (tensor(21.8343, device='cuda:0')) | > loss_gen: 2.69978928565979 (2.7872317739435144) | > loss_kl: 1.8443950414657593 (1.7433864361531026) | > loss_feat: 7.800821304321289 (8.40757620012438) | > loss_mel: 11.99178409576416 (13.17082825222531) | > loss_duration: 1.6755716800689697 (1.6719051341752749) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.012361526489258 (27.78092755498113) | > grad_norm_1: tensor(568.0986, device='cuda:0') (tensor(443.8759, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8736 (0.8569238185882568) | > loader_time: 0.0129 (0.011191245671865102)  --> TIME: 2025-05-10 22:19:15 -- STEP: 87/725 -- GLOBAL_STEP: 279400 | > loss_disc: 2.020291566848755 (2.1715827577415556) | > loss_disc_real_0: 0.08923426270484924 (0.13150190459243183) | > loss_disc_real_1: 0.15347015857696533 (0.18830720429447875) | > loss_disc_real_2: 0.15729667246341705 (0.18534501033952866) | > loss_disc_real_3: 0.19927890598773956 (0.2041619767745336) | > loss_disc_real_4: 0.19885413348674774 (0.1952097316582998) | > loss_disc_real_5: 0.15805721282958984 (0.20322359104951226) | > loss_0: 2.020291566848755 (2.1715827577415556) | > grad_norm_0: tensor(28.4127, device='cuda:0') (tensor(21.8693, device='cuda:0')) | > loss_gen: 3.0887579917907715 (2.798952754886671) | > loss_kl: 1.6589781045913696 (1.7302976421926213) | > loss_feat: 9.913724899291992 (8.497707027128373) | > loss_mel: 14.960002899169922 (13.20547449177709) | > loss_duration: 1.6600555181503296 (1.6735601644406373) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.28152084350586 (27.905992201004906) | > grad_norm_1: tensor(641.7270, device='cuda:0') (tensor(469.7054, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8238 (0.8564346083279312) | > loader_time: 0.0097 (0.01073382092618394)  --> TIME: 2025-05-10 22:19:58 -- STEP: 137/725 -- GLOBAL_STEP: 279450 | > loss_disc: 2.099181890487671 (2.18435443143775) | > loss_disc_real_0: 0.07954248785972595 (0.13391719785702486) | > loss_disc_real_1: 0.16049402952194214 (0.1890740512061293) | > loss_disc_real_2: 0.16833281517028809 (0.1866806060293295) | > loss_disc_real_3: 0.1952846795320511 (0.20559675545588027) | > loss_disc_real_4: 0.1570422351360321 (0.19575755765838346) | > loss_disc_real_5: 0.1845630258321762 (0.20460132101591486) | > loss_0: 2.099181890487671 (2.18435443143775) | > grad_norm_0: tensor(19.3949, device='cuda:0') (tensor(22.7110, device='cuda:0')) | > loss_gen: 2.836652994155884 (2.7868212000296935) | > loss_kl: 1.8637866973876953 (1.7377118246398704) | > loss_feat: 8.889839172363281 (8.37956815914516) | > loss_mel: 12.92681884765625 (13.090073084309154) | > loss_duration: 1.6427403688430786 (1.6751787123018809) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.15983772277832 (27.66935312312885) | > grad_norm_1: tensor(498.8743, device='cuda:0') (tensor(469.4185, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.81 (0.8542113338943814) | > loader_time: 0.0088 (0.01032412313196781)  --> TIME: 2025-05-10 22:20:42 -- STEP: 187/725 -- GLOBAL_STEP: 279500 | > loss_disc: 2.1859798431396484 (2.195326207793333) | > loss_disc_real_0: 0.12023979425430298 (0.1352272366377759) | > loss_disc_real_1: 0.17079535126686096 (0.18985755542382834) | > loss_disc_real_2: 0.19134677946567535 (0.18793074754788922) | > loss_disc_real_3: 0.20440441370010376 (0.2060359363409287) | > loss_disc_real_4: 0.19919972121715546 (0.1962516005823319) | > loss_disc_real_5: 0.2004273384809494 (0.2058997182125714) | > loss_0: 2.1859798431396484 (2.195326207793333) | > grad_norm_0: tensor(10.7464, device='cuda:0') (tensor(20.9549, device='cuda:0')) | > loss_gen: 2.7366912364959717 (2.773331378232988) | > loss_kl: 1.68792724609375 (1.7346258316448029) | > loss_feat: 8.846096992492676 (8.329773171062772) | > loss_mel: 13.735271453857422 (13.0829938694755) | > loss_duration: 1.6958061456680298 (1.6758984620558386) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.701791763305664 (27.596622824031403) | > grad_norm_1: tensor(364.9859, device='cuda:0') (tensor(437.0527, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8401 (0.8536134696899251) | > loader_time: 0.0097 (0.010272580672075404)  --> TIME: 2025-05-10 22:21:25 -- STEP: 237/725 -- GLOBAL_STEP: 279550 | > loss_disc: 2.099637508392334 (2.197774676330985) | > loss_disc_real_0: 0.1087169274687767 (0.1348069426191004) | > loss_disc_real_1: 0.2146325409412384 (0.19013325411056162) | > loss_disc_real_2: 0.19649498164653778 (0.18804353758504125) | > loss_disc_real_3: 0.17289021611213684 (0.20586134002933018) | > loss_disc_real_4: 0.19743718206882477 (0.19659269648262218) | > loss_disc_real_5: 0.215382918715477 (0.20692763782503232) | > loss_0: 2.099637508392334 (2.197774676330985) | > grad_norm_0: tensor(25.0063, device='cuda:0') (tensor(20.8944, device='cuda:0')) | > loss_gen: 2.969965696334839 (2.7739323181442077) | > loss_kl: 1.8924916982650757 (1.7412249740166) | > loss_feat: 8.83000373840332 (8.333335125999602) | > loss_mel: 14.46921443939209 (13.10195632322931) | > loss_duration: 1.6527832746505737 (1.675371483408449) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.814456939697266 (27.625820296726147) | > grad_norm_1: tensor(519.6182, device='cuda:0') (tensor(431.7378, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8203 (0.8537047522983471) | > loader_time: 0.0092 (0.010140468299640382)  --> TIME: 2025-05-10 22:22:08 -- STEP: 287/725 -- GLOBAL_STEP: 279600 | > loss_disc: 2.2777023315429688 (2.2046958448994864) | > loss_disc_real_0: 0.1424712836742401 (0.13748054946237329) | > loss_disc_real_1: 0.21305479109287262 (0.19051434727911332) | > loss_disc_real_2: 0.21978254616260529 (0.1889730830537318) | > loss_disc_real_3: 0.19683286547660828 (0.2056584655200147) | > loss_disc_real_4: 0.1880812793970108 (0.19640726027588395) | > loss_disc_real_5: 0.19848838448524475 (0.2069415756426622) | > loss_0: 2.2777023315429688 (2.2046958448994864) | > grad_norm_0: tensor(19.6296, device='cuda:0') (tensor(21.1382, device='cuda:0')) | > loss_gen: 2.7445921897888184 (2.766363195425958) | > loss_kl: 1.7983380556106567 (1.7361067803479235) | > loss_feat: 9.227143287658691 (8.308174653335723) | > loss_mel: 13.450536727905273 (13.090712580531317) | > loss_duration: 1.6925568580627441 (1.6753138544667472) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.913166046142578 (27.576671108551555) | > grad_norm_1: tensor(615.1898, device='cuda:0') (tensor(421.9164, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8035 (0.8526912242277989) | > loader_time: 0.0094 (0.010113419556036224)  --> TIME: 2025-05-10 22:22:51 -- STEP: 337/725 -- GLOBAL_STEP: 279650 | > loss_disc: 2.203360080718994 (2.203823353133499) | > loss_disc_real_0: 0.09411784261465073 (0.13707383646897817) | > loss_disc_real_1: 0.17522746324539185 (0.1904360853599866) | > loss_disc_real_2: 0.14988146722316742 (0.1889140276509152) | > loss_disc_real_3: 0.19611875712871552 (0.20555488384972695) | > loss_disc_real_4: 0.18967659771442413 (0.1965393252471788) | > loss_disc_real_5: 0.20006398856639862 (0.20698031429367175) | > loss_0: 2.203360080718994 (2.203823353133499) | > grad_norm_0: tensor(28.4951, device='cuda:0') (tensor(20.9687, device='cuda:0')) | > loss_gen: 2.789639472961426 (2.7665640444713113) | > loss_kl: 1.9493862390518188 (1.731319854096772) | > loss_feat: 9.162391662597656 (8.30218941663068) | > loss_mel: 13.832953453063965 (13.07169555698021) | > loss_duration: 1.6600897312164307 (1.6746218162049873) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.394460678100586 (27.546390708900702) | > grad_norm_1: tensor(374.6479, device='cuda:0') (tensor(417.0343, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8819 (0.8526852873737096) | > loader_time: 0.0109 (0.010076860292021525)  --> TIME: 2025-05-10 22:23:35 -- STEP: 387/725 -- GLOBAL_STEP: 279700 | > loss_disc: 2.196493148803711 (2.2052727506450305) | > loss_disc_real_0: 0.11596256494522095 (0.13755565150147572) | > loss_disc_real_1: 0.2267712950706482 (0.19063844614558756) | > loss_disc_real_2: 0.20173881947994232 (0.18878796681261187) | > loss_disc_real_3: 0.21624431014060974 (0.2058430421105959) | > loss_disc_real_4: 0.1977081149816513 (0.19685257963585914) | > loss_disc_real_5: 0.2329816073179245 (0.20685980405456333) | > loss_0: 2.196493148803711 (2.2052727506450305) | > grad_norm_0: tensor(16.1809, device='cuda:0') (tensor(21.1139, device='cuda:0')) | > loss_gen: 2.694601535797119 (2.7651517563704076) | > loss_kl: 1.6247044801712036 (1.7300286745840265) | > loss_feat: 7.777811527252197 (8.280790619763902) | > loss_mel: 13.31607723236084 (13.059572217384355) | > loss_duration: 1.7522122859954834 (1.6748898420530998) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.165407180786133 (27.51043314280744) | > grad_norm_1: tensor(326.1749, device='cuda:0') (tensor(416.4116, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8574 (0.852363413310482) | > loader_time: 0.0109 (0.010071066922919692)  --> TIME: 2025-05-10 22:24:18 -- STEP: 437/725 -- GLOBAL_STEP: 279750 | > loss_disc: 2.214803457260132 (2.2047963848921484) | > loss_disc_real_0: 0.09979648888111115 (0.13719020765146894) | > loss_disc_real_1: 0.17499379813671112 (0.1906796141060867) | > loss_disc_real_2: 0.19292843341827393 (0.18880086097209894) | > loss_disc_real_3: 0.18468300998210907 (0.2056587828446853) | > loss_disc_real_4: 0.1996554285287857 (0.196663167063377) | > loss_disc_real_5: 0.21056592464447021 (0.20676317337039404) | > loss_0: 2.214803457260132 (2.2047963848921484) | > grad_norm_0: tensor(25.2671, device='cuda:0') (tensor(21.0638, device='cuda:0')) | > loss_gen: 2.7591428756713867 (2.7647106767519127) | > loss_kl: 1.7304311990737915 (1.7288153468880556) | > loss_feat: 7.894336223602295 (8.267644612685487) | > loss_mel: 13.035902976989746 (13.042922410593969) | > loss_duration: 1.631514072418213 (1.6744274307443017) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.051328659057617 (27.478520495940675) | > grad_norm_1: tensor(603.8395, device='cuda:0') (tensor(416.6728, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8972 (0.852164369971583) | > loader_time: 0.0099 (0.010069494662077526)  --> TIME: 2025-05-10 22:25:02 -- STEP: 487/725 -- GLOBAL_STEP: 279800 | > loss_disc: 2.303541898727417 (2.2077341322047026) | > loss_disc_real_0: 0.143649622797966 (0.1379717737130316) | > loss_disc_real_1: 0.20047371089458466 (0.1906635292195687) | > loss_disc_real_2: 0.19577544927597046 (0.18870572360266896) | > loss_disc_real_3: 0.2054213136434555 (0.2059216688423431) | > loss_disc_real_4: 0.18637625873088837 (0.19686857557394666) | > loss_disc_real_5: 0.2267591953277588 (0.20689986915436612) | > loss_0: 2.303541898727417 (2.2077341322047026) | > grad_norm_0: tensor(17.1347, device='cuda:0') (tensor(21.2270, device='cuda:0')) | > loss_gen: 2.6026806831359863 (2.7608711156512196) | > loss_kl: 1.9093878269195557 (1.7261019607344203) | > loss_feat: 6.949865341186523 (8.237291066798337) | > loss_mel: 11.53310489654541 (13.030697152844688) | > loss_duration: 1.6547260284423828 (1.674749799088041) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.649763107299805 (27.429711097074975) | > grad_norm_1: tensor(228.1928, device='cuda:0') (tensor(416.1692, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8093 (0.8528577478514558) | > loader_time: 0.0103 (0.010062979476897375)  --> TIME: 2025-05-10 22:25:45 -- STEP: 537/725 -- GLOBAL_STEP: 279850 | > loss_disc: 2.2441256046295166 (2.209182804745225) | > loss_disc_real_0: 0.16518504917621613 (0.13819772485137208) | > loss_disc_real_1: 0.20892441272735596 (0.19081903172715867) | > loss_disc_real_2: 0.1979483813047409 (0.18883051744053483) | > loss_disc_real_3: 0.20902705192565918 (0.2060198753073229) | > loss_disc_real_4: 0.19741575419902802 (0.19696750817907147) | > loss_disc_real_5: 0.2100539356470108 (0.2068041142638169) | > loss_0: 2.2441256046295166 (2.209182804745225) | > grad_norm_0: tensor(13.6885, device='cuda:0') (tensor(21.3993, device='cuda:0')) | > loss_gen: 2.797341823577881 (2.7610463758642685) | > loss_kl: 1.6712610721588135 (1.7251316513207149) | > loss_feat: 7.719305515289307 (8.234750765439959) | > loss_mel: 12.293015480041504 (13.05360870432365) | > loss_duration: 1.6955199241638184 (1.6753351046830354) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.17644500732422 (27.44987261539509) | > grad_norm_1: tensor(447.9164, device='cuda:0') (tensor(418.6097, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8413 (0.8524754038514148) | > loader_time: 0.0119 (0.010017252501162734)  --> TIME: 2025-05-10 22:26:28 -- STEP: 587/725 -- GLOBAL_STEP: 279900 | > loss_disc: 2.1604037284851074 (2.208785730691745) | > loss_disc_real_0: 0.15313951671123505 (0.1381701289135106) | > loss_disc_real_1: 0.19374752044677734 (0.19090540493874977) | > loss_disc_real_2: 0.18891829252243042 (0.1888555739665153) | > loss_disc_real_3: 0.22255061566829681 (0.20578103389406943) | > loss_disc_real_4: 0.20164167881011963 (0.19682698924050018) | > loss_disc_real_5: 0.2590259611606598 (0.20702519865620886) | > loss_0: 2.1604037284851074 (2.208785730691745) | > grad_norm_0: tensor(19.4570, device='cuda:0') (tensor(20.9290, device='cuda:0')) | > loss_gen: 2.829885959625244 (2.7594537978684084) | > loss_kl: 1.703138828277588 (1.7230622211956697) | > loss_feat: 8.56715202331543 (8.229537800589044) | > loss_mel: 13.83830451965332 (13.047097704885767) | > loss_duration: 1.6541593074798584 (1.6750829889989582) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.592639923095703 (27.43423453140909) | > grad_norm_1: tensor(505.9208, device='cuda:0') (tensor(410.7592, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8506 (0.8523188226267671) | > loader_time: 0.0096 (0.009992382595445673)  --> TIME: 2025-05-10 22:27:11 -- STEP: 637/725 -- GLOBAL_STEP: 279950 | > loss_disc: 2.0297794342041016 (2.2091780968326242) | > loss_disc_real_0: 0.10635664314031601 (0.13813710168261362) | > loss_disc_real_1: 0.18077513575553894 (0.19095443954086005) | > loss_disc_real_2: 0.18096303939819336 (0.18885435877452655) | > loss_disc_real_3: 0.20449824631214142 (0.20578534248485306) | > loss_disc_real_4: 0.16530126333236694 (0.19672582804969563) | > loss_disc_real_5: 0.17332658171653748 (0.2070013293806387) | > loss_0: 2.0297794342041016 (2.2091780968326242) | > grad_norm_0: tensor(20.9850, device='cuda:0') (tensor(20.8886, device='cuda:0')) | > loss_gen: 2.953678607940674 (2.756799945277361) | > loss_kl: 1.7775051593780518 (1.7221003080275228) | > loss_feat: 9.00692367553711 (8.21839120062404) | > loss_mel: 13.392561912536621 (13.030976452670258) | > loss_duration: 1.6339514255523682 (1.6747754742998142) | > amp_scaler: 256.0 (261.22448979591843) | > loss_1: 28.764619827270508 (27.403043408595973) | > grad_norm_1: tensor(586.2954, device='cuda:0') (tensor(409.1510, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8407 (0.8522620960906312) | > loader_time: 0.0096 (0.009986440278297317)  --> TIME: 2025-05-10 22:27:54 -- STEP: 687/725 -- GLOBAL_STEP: 280000 | > loss_disc: 2.2627651691436768 (2.2094764947197167) | > loss_disc_real_0: 0.17562967538833618 (0.1384122788450604) | > loss_disc_real_1: 0.2021009624004364 (0.19092160450319023) | > loss_disc_real_2: 0.19083639979362488 (0.18878301127855793) | > loss_disc_real_3: 0.2235230952501297 (0.20582785070202764) | > loss_disc_real_4: 0.21107853949069977 (0.1967535702812619) | > loss_disc_real_5: 0.20957623422145844 (0.2069287624161316) | > loss_0: 2.2627651691436768 (2.2094764947197167) | > grad_norm_0: tensor(25.6075, device='cuda:0') (tensor(21.1145, device='cuda:0')) | > loss_gen: 2.6861631870269775 (2.7575221946666373) | > loss_kl: 1.560010313987732 (1.7210434801887398) | > loss_feat: 7.416019916534424 (8.219221663440322) | > loss_mel: 11.489444732666016 (13.037091464801996) | > loss_duration: 1.6832224130630493 (1.674464221951568) | > amp_scaler: 256.0 (260.8442503639009) | > loss_1: 24.83485984802246 (27.409343047607067) | > grad_norm_1: tensor(446.3578, device='cuda:0') (tensor(409.7899, device='cuda:0')) | > current_lr_0: 0.000192109371046917 | > current_lr_1: 0.000192109371046917 | > step_time: 0.8652 (0.8515393897088508) | > loader_time: 0.0098 (0.009964238087683272) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_280000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2627112865448 (2.2627112865448) | > loss_disc_real_0: 0.1728217452764511 (0.1728217452764511) | > loss_disc_real_1: 0.2121945023536682 (0.2121945023536682) | > loss_disc_real_2: 0.22224023938179016 (0.22224023938179016) | > loss_disc_real_3: 0.28375667333602905 (0.28375667333602905) | > loss_disc_real_4: 0.26628443598747253 (0.26628443598747253) | > loss_disc_real_5: 0.2673104405403137 (0.2673104405403137) | > loss_0: 2.2627112865448 (2.2627112865448) | > loss_gen: 3.127807140350342 (3.127807140350342) | > loss_kl: 2.0838623046875 (2.0838623046875) | > loss_feat: 8.652043342590332 (8.652043342590332) | > loss_mel: 14.131881713867188 (14.131881713867188) | > loss_duration: 1.7015728950500488 (1.7015728950500488) | > loss_1: 29.697166442871094 (29.697166442871094)  --> STEP: 1 | > loss_disc: 2.2046597003936768 (2.2046597003936768) | > loss_disc_real_0: 0.16968542337417603 (0.16968542337417603) | > loss_disc_real_1: 0.18740148842334747 (0.18740148842334747) | > loss_disc_real_2: 0.22314147651195526 (0.22314147651195526) | > loss_disc_real_3: 0.28219595551490784 (0.28219595551490784) | > loss_disc_real_4: 0.2724558711051941 (0.2724558711051941) | > loss_disc_real_5: 0.2572001814842224 (0.2572001814842224) | > loss_0: 2.2046597003936768 (2.2046597003936768) | > loss_gen: 3.143850564956665 (3.143850564956665) | > loss_kl: 2.141602039337158 (2.141602039337158) | > loss_feat: 8.843076705932617 (8.843076705932617) | > loss_mel: 15.095657348632812 (15.095657348632812) | > loss_duration: 1.7979260683059692 (1.7979260683059692) | > loss_1: 31.022111892700195 (31.022111892700195)  --> STEP: 2 | > loss_disc: 2.2027313709259033 (2.20369553565979) | > loss_disc_real_0: 0.14375819265842438 (0.1567218080163002) | > loss_disc_real_1: 0.1797931045293808 (0.18359729647636414) | > loss_disc_real_2: 0.22145670652389526 (0.22229909151792526) | > loss_disc_real_3: 0.2749091684818268 (0.2785525619983673) | > loss_disc_real_4: 0.28293395042419434 (0.2776949107646942) | > loss_disc_real_5: 0.24635784327983856 (0.2517790123820305) | > loss_0: 2.2027313709259033 (2.20369553565979) | > loss_gen: 3.1037871837615967 (3.123818874359131) | > loss_kl: 1.8168836832046509 (1.9792428612709045) | > loss_feat: 9.200684547424316 (9.021880626678467) | > loss_mel: 14.709177017211914 (14.902417182922363) | > loss_duration: 1.8483595848083496 (1.8231428265571594) | > loss_1: 30.678892135620117 (30.850502014160156)  --> STEP: 3 | > loss_disc: 2.297076940536499 (2.234822670618693) | > loss_disc_real_0: 0.15188924968242645 (0.15511095523834229) | > loss_disc_real_1: 0.19372202455997467 (0.18697220583756766) | > loss_disc_real_2: 0.2086428999900818 (0.21774702767531076) | > loss_disc_real_3: 0.2728898525238037 (0.27666499217351276) | > loss_disc_real_4: 0.2910391092300415 (0.28214297691981) | > loss_disc_real_5: 0.24124795198440552 (0.2482686589161555) | > loss_0: 2.297076940536499 (2.234822670618693) | > loss_gen: 2.847360372543335 (3.0316660404205322) | > loss_kl: 1.9352906942367554 (1.9645921389261882) | > loss_feat: 8.393935203552246 (8.812565485636393) | > loss_mel: 13.342931747436523 (14.382588704427084) | > loss_duration: 1.8195158243179321 (1.8219338258107503) | > loss_1: 28.339033126831055 (30.01334571838379)  --> STEP: 4 | > loss_disc: 2.3502440452575684 (2.263678014278412) | > loss_disc_real_0: 0.20152345299720764 (0.16671407967805862) | > loss_disc_real_1: 0.19544491171836853 (0.18909038230776787) | > loss_disc_real_2: 0.22787509858608246 (0.2202790454030037) | > loss_disc_real_3: 0.2760503590106964 (0.2765113338828087) | > loss_disc_real_4: 0.29252195358276367 (0.2847377210855484) | > loss_disc_real_5: 0.26825985312461853 (0.25326645746827126) | > loss_0: 2.3502440452575684 (2.263678014278412) | > loss_gen: 3.0189809799194336 (3.0284947752952576) | > loss_kl: 1.8795500993728638 (1.943331629037857) | > loss_feat: 7.190406799316406 (8.407025814056396) | > loss_mel: 13.024863243103027 (14.04315733909607) | > loss_duration: 1.7697049379348755 (1.8088766038417816) | > loss_1: 26.88350486755371 (29.23088550567627) --> EVAL PERFORMANCE | > avg_loader_time: 0.27652764320373535 (-0.0021322965621948242) | > avg_loss_disc: 2.263678014278412 (+0.0398898720741272) | > avg_loss_disc_real_0: 0.16671407967805862 (+0.05637025274336338) | > avg_loss_disc_real_1: 0.18909038230776787 (+0.016734488308429718) | > avg_loss_disc_real_2: 0.2202790454030037 (+0.05466681346297264) | > avg_loss_disc_real_3: 0.2765113338828087 (+0.09394985809922218) | > avg_loss_disc_real_4: 0.2847377210855484 (+0.07616859301924706) | > avg_loss_disc_real_5: 0.25326645746827126 (+0.06414102017879486) | > avg_loss_0: 2.263678014278412 (+0.0398898720741272) | > avg_loss_gen: 3.0284947752952576 (+0.6383221745491028) | > avg_loss_kl: 1.943331629037857 (-0.029389530420303345) | > avg_loss_feat: 8.407025814056396 (-0.08716058731079102) | > avg_loss_mel: 14.04315733909607 (+0.692213773727417) | > avg_loss_duration: 1.8088766038417816 (+0.006904721260070801) | > avg_loss_1: 29.23088550567627 (+1.220888614654541)  > EPOCH: 323/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 22:28:36)   --> TIME: 2025-05-10 22:28:48 -- STEP: 12/725 -- GLOBAL_STEP: 280050 | > loss_disc: 2.3247861862182617 (2.1916416684786477) | > loss_disc_real_0: 0.12401804327964783 (0.13397727472086748) | > loss_disc_real_1: 0.20520363748073578 (0.19523047531644502) | > loss_disc_real_2: 0.19097092747688293 (0.18209236736098924) | > loss_disc_real_3: 0.21049633622169495 (0.20930690442522368) | > loss_disc_real_4: 0.18922059237957 (0.19894715398550034) | > loss_disc_real_5: 0.21840901672840118 (0.20888186991214752) | > loss_0: 2.3247861862182617 (2.1916416684786477) | > grad_norm_0: tensor(10.2823, device='cuda:0') (tensor(19.2161, device='cuda:0')) | > loss_gen: 2.5527448654174805 (2.754905343055725) | > loss_kl: 1.8904026746749878 (1.7960794667402904) | > loss_feat: 7.396014213562012 (8.289518992106121) | > loss_mel: 12.644742012023926 (13.007521708806356) | > loss_duration: 1.7095234394073486 (1.6736747821172078) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.193429946899414 (27.521700382232666) | > grad_norm_1: tensor(255.7700, device='cuda:0') (tensor(404.9789, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8397 (0.8312614560127258) | > loader_time: 0.0102 (0.009887595971425375)  --> TIME: 2025-05-10 22:29:31 -- STEP: 62/725 -- GLOBAL_STEP: 280100 | > loss_disc: 2.417323589324951 (2.197234299875075) | > loss_disc_real_0: 0.1781492978334427 (0.13754890438529752) | > loss_disc_real_1: 0.2041548639535904 (0.19096612569785887) | > loss_disc_real_2: 0.21210569143295288 (0.18695155026451235) | > loss_disc_real_3: 0.1897619366645813 (0.20495286151286093) | > loss_disc_real_4: 0.23263224959373474 (0.19788433154744486) | > loss_disc_real_5: 0.20304127037525177 (0.2059172507255308) | > loss_0: 2.417323589324951 (2.197234299875075) | > grad_norm_0: tensor(16.2095, device='cuda:0') (tensor(22.7244, device='cuda:0')) | > loss_gen: 2.446728467941284 (2.7862977712385115) | > loss_kl: 1.7173088788986206 (1.7815015104509169) | > loss_feat: 6.270424842834473 (8.343584029905257) | > loss_mel: 11.18777084350586 (13.289343633959371) | > loss_duration: 1.712219476699829 (1.6710530519485474) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.33445167541504 (27.871780180162) | > grad_norm_1: tensor(134.1852, device='cuda:0') (tensor(433.4069, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8387 (0.8475128104609828) | > loader_time: 0.0093 (0.010113408488612021)  --> TIME: 2025-05-10 22:30:14 -- STEP: 112/725 -- GLOBAL_STEP: 280150 | > loss_disc: 2.2776236534118652 (2.21428803035191) | > loss_disc_real_0: 0.12769080698490143 (0.14055034711158712) | > loss_disc_real_1: 0.1716029793024063 (0.19124917872250083) | > loss_disc_real_2: 0.19354656338691711 (0.18906802590936422) | > loss_disc_real_3: 0.17983722686767578 (0.2053756294772029) | > loss_disc_real_4: 0.19554217159748077 (0.1989185394985335) | > loss_disc_real_5: 0.18608200550079346 (0.20595058918531453) | > loss_0: 2.2776236534118652 (2.21428803035191) | > grad_norm_0: tensor(10.0271, device='cuda:0') (tensor(22.9561, device='cuda:0')) | > loss_gen: 2.5011746883392334 (2.765697213155882) | > loss_kl: 1.5892573595046997 (1.7633811607956886) | > loss_feat: 7.600991725921631 (8.2993839766298) | > loss_mel: 12.449019432067871 (13.218579300812312) | > loss_duration: 1.6761515140533447 (1.6760356926492281) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.81659507751465 (27.723077501569474) | > grad_norm_1: tensor(145.4786, device='cuda:0') (tensor(409.0957, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8331 (0.8485152955566134) | > loader_time: 0.0111 (0.009945986526353015)  --> TIME: 2025-05-10 22:30:57 -- STEP: 162/725 -- GLOBAL_STEP: 280200 | > loss_disc: 2.254490375518799 (2.2116750361006923) | > loss_disc_real_0: 0.14733709394931793 (0.13908207287758967) | > loss_disc_real_1: 0.1855723261833191 (0.19068860759337744) | > loss_disc_real_2: 0.2020179033279419 (0.18862938016285127) | > loss_disc_real_3: 0.19361793994903564 (0.20575659556521309) | > loss_disc_real_4: 0.2254757285118103 (0.19813931963326017) | > loss_disc_real_5: 0.2216666340827942 (0.20666482308764517) | > loss_0: 2.254490375518799 (2.2116750361006923) | > grad_norm_0: tensor(30.8916, device='cuda:0') (tensor(20.9299, device='cuda:0')) | > loss_gen: 2.751533031463623 (2.7580805678426463) | > loss_kl: 1.7192670106887817 (1.7470131670987163) | > loss_feat: 7.974878787994385 (8.272348951410365) | > loss_mel: 13.506636619567871 (13.156049145592583) | > loss_duration: 1.6260719299316406 (1.6754907862639719) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.578388214111328 (27.608982651321977) | > grad_norm_1: tensor(549.9810, device='cuda:0') (tensor(391.9982, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8244 (0.8475565483540665) | > loader_time: 0.0094 (0.009901894463433158)  --> TIME: 2025-05-10 22:31:41 -- STEP: 212/725 -- GLOBAL_STEP: 280250 | > loss_disc: 2.2300267219543457 (2.208486763373861) | > loss_disc_real_0: 0.18953901529312134 (0.13814324927779878) | > loss_disc_real_1: 0.1888970285654068 (0.19090158696163376) | > loss_disc_real_2: 0.17935295403003693 (0.1887800792618742) | > loss_disc_real_3: 0.19242139160633087 (0.2047859676322847) | > loss_disc_real_4: 0.20706281065940857 (0.19798213313772994) | > loss_disc_real_5: 0.23544085025787354 (0.206777266244281) | > loss_0: 2.2300267219543457 (2.208486763373861) | > grad_norm_0: tensor(33.0388, device='cuda:0') (tensor(21.4794, device='cuda:0')) | > loss_gen: 2.880620002746582 (2.76374292935965) | > loss_kl: 1.6138027906417847 (1.734758568259905) | > loss_feat: 8.6618070602417 (8.283756883639215) | > loss_mel: 13.80335807800293 (13.175922119392538) | > loss_duration: 1.672324538230896 (1.6747899235419506) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.631912231445312 (27.63297042306864) | > grad_norm_1: tensor(687.4384, device='cuda:0') (tensor(402.4155, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8523 (0.849190669239692) | > loader_time: 0.0101 (0.009952891547724883)  --> TIME: 2025-05-10 22:32:24 -- STEP: 262/725 -- GLOBAL_STEP: 280300 | > loss_disc: 2.368563413619995 (2.234568614541119) | > loss_disc_real_0: 0.2056588977575302 (0.15899969128365746) | > loss_disc_real_1: 0.20455262064933777 (0.19124873318062482) | > loss_disc_real_2: 0.2045401632785797 (0.1889045054220971) | > loss_disc_real_3: 0.20907001197338104 (0.20569102449044016) | > loss_disc_real_4: 0.2013186514377594 (0.1975497655741131) | > loss_disc_real_5: 0.21143199503421783 (0.20896647273356678) | > loss_0: 2.368563413619995 (2.234568614541119) | > grad_norm_0: tensor(15.7769, device='cuda:0') (tensor(21.9815, device='cuda:0')) | > loss_gen: 2.5932137966156006 (2.756682184816315) | > loss_kl: 1.6794546842575073 (1.7390159450414526) | > loss_feat: 7.375380992889404 (8.269194823184993) | > loss_mel: 12.044062614440918 (13.14210377394698) | > loss_duration: 1.6639835834503174 (1.6751930040257577) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.356096267700195 (27.5821896982557) | > grad_norm_1: tensor(247.3213, device='cuda:0') (tensor(408.0469, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8878 (0.8486764112501654) | > loader_time: 0.0101 (0.00996726341829955)  --> TIME: 2025-05-10 22:33:07 -- STEP: 312/725 -- GLOBAL_STEP: 280350 | > loss_disc: 2.237488269805908 (2.2361330325022712) | > loss_disc_real_0: 0.1391456425189972 (0.15812150042695125) | > loss_disc_real_1: 0.1844176948070526 (0.19119487287333375) | > loss_disc_real_2: 0.18423688411712646 (0.1892837426410271) | > loss_disc_real_3: 0.20639637112617493 (0.2059339191764593) | > loss_disc_real_4: 0.19936217367649078 (0.19741542111986715) | > loss_disc_real_5: 0.197792649269104 (0.2091987174577438) | > loss_0: 2.237488269805908 (2.2361330325022712) | > grad_norm_0: tensor(20.8893, device='cuda:0') (tensor(21.5676, device='cuda:0')) | > loss_gen: 2.6269493103027344 (2.746070238260122) | > loss_kl: 1.7879633903503418 (1.7370142214573348) | > loss_feat: 7.295169830322266 (8.220652888982723) | > loss_mel: 11.675414085388184 (13.102441971118635) | > loss_duration: 1.6538348197937012 (1.6739996320162065) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.03933334350586 (27.480178869687595) | > grad_norm_1: tensor(239.6074, device='cuda:0') (tensor(400.9300, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8419 (0.8488477223958725) | > loader_time: 0.0112 (0.009967506696016365)  --> TIME: 2025-05-10 22:33:50 -- STEP: 362/725 -- GLOBAL_STEP: 280400 | > loss_disc: 2.144171953201294 (2.2304121443579854) | > loss_disc_real_0: 0.16851845383644104 (0.15603903193253185) | > loss_disc_real_1: 0.18989109992980957 (0.19121099654482202) | > loss_disc_real_2: 0.20215968787670135 (0.18893812514471078) | > loss_disc_real_3: 0.19934076070785522 (0.2054699362559213) | > loss_disc_real_4: 0.18794934451580048 (0.1969915962680268) | > loss_disc_real_5: 0.21489663422107697 (0.20828454628669096) | > loss_0: 2.144171953201294 (2.2304121443579854) | > grad_norm_0: tensor(28.5444, device='cuda:0') (tensor(21.5990, device='cuda:0')) | > loss_gen: 3.0638973712921143 (2.7492008360709925) | > loss_kl: 1.8891972303390503 (1.7350942874481665) | > loss_feat: 8.577112197875977 (8.22272700104266) | > loss_mel: 14.10122013092041 (13.102106015326568) | > loss_duration: 1.6234854459762573 (1.6726531633355999) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.254913330078125 (27.48178125876748) | > grad_norm_1: tensor(617.8443, device='cuda:0') (tensor(408.2266, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8367 (0.849251305200777) | > loader_time: 0.0099 (0.009930751600318189)  --> TIME: 2025-05-10 22:34:34 -- STEP: 412/725 -- GLOBAL_STEP: 280450 | > loss_disc: 2.2554755210876465 (2.22802594333019) | > loss_disc_real_0: 0.10571320354938507 (0.154524578884678) | > loss_disc_real_1: 0.19388644397258759 (0.1911585501675466) | > loss_disc_real_2: 0.2039676159620285 (0.1886793241555829) | > loss_disc_real_3: 0.22809435427188873 (0.20521876179766887) | > loss_disc_real_4: 0.20376665890216827 (0.19687292883986401) | > loss_disc_real_5: 0.18697834014892578 (0.2080386444853926) | > loss_0: 2.2554755210876465 (2.22802594333019) | > grad_norm_0: tensor(21.8564, device='cuda:0') (tensor(21.8623, device='cuda:0')) | > loss_gen: 2.712351083755493 (2.7512924595943926) | > loss_kl: 1.6555861234664917 (1.7329538562922802) | > loss_feat: 7.839787483215332 (8.212947385982407) | > loss_mel: 12.139945983886719 (13.083854978524366) | > loss_duration: 1.6878507137298584 (1.6733018029662012) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.035520553588867 (27.454350429831198) | > grad_norm_1: tensor(345.1923, device='cuda:0') (tensor(412.2674, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8668 (0.8494675263617802) | > loader_time: 0.0101 (0.009910798188552112)  --> TIME: 2025-05-10 22:35:17 -- STEP: 462/725 -- GLOBAL_STEP: 280500 | > loss_disc: 2.1633501052856445 (2.2250490843991706) | > loss_disc_real_0: 0.15927638113498688 (0.15269626307732614) | > loss_disc_real_1: 0.16241559386253357 (0.1908380345671207) | > loss_disc_real_2: 0.1914292573928833 (0.18848651679821338) | > loss_disc_real_3: 0.18322134017944336 (0.2050500927226884) | > loss_disc_real_4: 0.1793038547039032 (0.19698781903946033) | > loss_disc_real_5: 0.1900736391544342 (0.20811160747365) | > loss_0: 2.1633501052856445 (2.2250490843991706) | > grad_norm_0: tensor(16.2194, device='cuda:0') (tensor(21.6002, device='cuda:0')) | > loss_gen: 2.793206214904785 (2.7504994182875655) | > loss_kl: 1.7068747282028198 (1.7315816623823983) | > loss_feat: 8.848106384277344 (8.220703473854897) | > loss_mel: 13.867069244384766 (13.089986854817445) | > loss_duration: 1.7128969430923462 (1.6734325403258914) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.928152084350586 (27.466203883612827) | > grad_norm_1: tensor(249.5269, device='cuda:0') (tensor(409.7061, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.7965 (0.848994306671671) | > loader_time: 0.0117 (0.009922384183644212)  --> TIME: 2025-05-10 22:35:59 -- STEP: 512/725 -- GLOBAL_STEP: 280550 | > loss_disc: 2.0637624263763428 (2.2210720162838706) | > loss_disc_real_0: 0.12312809377908707 (0.1509733084239997) | > loss_disc_real_1: 0.1554756462574005 (0.19076483207754782) | > loss_disc_real_2: 0.17391300201416016 (0.18828025026596146) | > loss_disc_real_3: 0.14362657070159912 (0.20494461656198837) | > loss_disc_real_4: 0.14767730236053467 (0.19656466593733052) | > loss_disc_real_5: 0.18681177496910095 (0.2076130750356242) | > loss_0: 2.0637624263763428 (2.2210720162838706) | > grad_norm_0: tensor(17.9392, device='cuda:0') (tensor(21.5763, device='cuda:0')) | > loss_gen: 3.0745010375976562 (2.7543414733372624) | > loss_kl: 1.8785172700881958 (1.7322596185840666) | > loss_feat: 10.339926719665527 (8.236745555885141) | > loss_mel: 14.65731430053711 (13.097975237295032) | > loss_duration: 1.6213804483413696 (1.674400873715058) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.571640014648438 (27.495722703635693) | > grad_norm_1: tensor(129.2913, device='cuda:0') (tensor(410.7027, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8328 (0.8482229658402503) | > loader_time: 0.0097 (0.009954351466149088)  --> TIME: 2025-05-10 22:36:42 -- STEP: 562/725 -- GLOBAL_STEP: 280600 | > loss_disc: 2.1259515285491943 (2.219191353940455) | > loss_disc_real_0: 0.11381839215755463 (0.14978807671426453) | > loss_disc_real_1: 0.19386951625347137 (0.19087082717660472) | > loss_disc_real_2: 0.1766188144683838 (0.18824512058093446) | > loss_disc_real_3: 0.17257782816886902 (0.20506633335585273) | > loss_disc_real_4: 0.17751622200012207 (0.1965768711369657) | > loss_disc_real_5: 0.18412619829177856 (0.20738887458085167) | > loss_0: 2.1259515285491943 (2.219191353940455) | > grad_norm_0: tensor(17.7099, device='cuda:0') (tensor(21.8349, device='cuda:0')) | > loss_gen: 2.8656046390533447 (2.7568654958887873) | > loss_kl: 1.7998101711273193 (1.7350533893099889) | > loss_feat: 8.626340866088867 (8.239347156680779) | > loss_mel: 13.307770729064941 (13.095833836076947) | > loss_duration: 1.6643149852752686 (1.6743678278770306) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.263839721679688 (27.501467647077344) | > grad_norm_1: tensor(77.0265, device='cuda:0') (tensor(415.9186, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8882 (0.8475838988701222) | > loader_time: 0.0094 (0.009948249389268322)  --> TIME: 2025-05-10 22:37:26 -- STEP: 612/725 -- GLOBAL_STEP: 280650 | > loss_disc: 2.2201852798461914 (2.2183822931027875) | > loss_disc_real_0: 0.1320502609014511 (0.14882949195510037) | > loss_disc_real_1: 0.21952036023139954 (0.19110911483176393) | > loss_disc_real_2: 0.1723119169473648 (0.18831186361756974) | > loss_disc_real_3: 0.20504407584667206 (0.2050844197666723) | > loss_disc_real_4: 0.19524608552455902 (0.1965788269744199) | > loss_disc_real_5: 0.20881816744804382 (0.2073168278811804) | > loss_0: 2.2201852798461914 (2.2183822931027875) | > grad_norm_0: tensor(24.5732, device='cuda:0') (tensor(21.7712, device='cuda:0')) | > loss_gen: 2.6752724647521973 (2.75561845886941) | > loss_kl: 1.855089783668518 (1.7349826549392904) | > loss_feat: 8.130454063415527 (8.227447575213871) | > loss_mel: 13.166424751281738 (13.069328258240143) | > loss_duration: 1.61286461353302 (1.6740633048652815) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.440107345581055 (27.461440214144627) | > grad_norm_1: tensor(507.3284, device='cuda:0') (tensor(417.1766, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8228 (0.8480506921126172) | > loader_time: 0.0092 (0.009938630792829722)  --> TIME: 2025-05-10 22:38:09 -- STEP: 662/725 -- GLOBAL_STEP: 280700 | > loss_disc: 2.2859058380126953 (2.2182359173218638) | > loss_disc_real_0: 0.16901278495788574 (0.14803204087827515) | > loss_disc_real_1: 0.18450947105884552 (0.19109040282644169) | > loss_disc_real_2: 0.20155052840709686 (0.18856196544411685) | > loss_disc_real_3: 0.22244249284267426 (0.20508595090078088) | > loss_disc_real_4: 0.19774247705936432 (0.19665398360919364) | > loss_disc_real_5: 0.23372094333171844 (0.20727695416647862) | > loss_0: 2.2859058380126953 (2.2182359173218638) | > grad_norm_0: tensor(19.4011, device='cuda:0') (tensor(21.7576, device='cuda:0')) | > loss_gen: 2.6507725715637207 (2.7557362141565993) | > loss_kl: 1.8617796897888184 (1.7335326275436542) | > loss_feat: 7.505312442779541 (8.222718134387398) | > loss_mel: 12.66273307800293 (13.07024199868977) | > loss_duration: 1.686461329460144 (1.6745130363908052) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.36705780029297 (27.45674197263227) | > grad_norm_1: tensor(431.6126, device='cuda:0') (tensor(417.1447, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8727 (0.8484260848641756) | > loader_time: 0.0105 (0.009908747096796414)  --> TIME: 2025-05-10 22:38:52 -- STEP: 712/725 -- GLOBAL_STEP: 280750 | > loss_disc: 2.318125009536743 (2.2188825366202343) | > loss_disc_real_0: 0.15100379288196564 (0.14799706657741524) | > loss_disc_real_1: 0.18641124665737152 (0.19106553442608776) | > loss_disc_real_2: 0.1983056664466858 (0.18859897503692108) | > loss_disc_real_3: 0.21061831712722778 (0.20513167355753736) | > loss_disc_real_4: 0.17558133602142334 (0.19675593655765714) | > loss_disc_real_5: 0.20406782627105713 (0.20731292621054676) | > loss_0: 2.318125009536743 (2.2188825366202343) | > grad_norm_0: tensor(14.3131, device='cuda:0') (tensor(21.4914, device='cuda:0')) | > loss_gen: 2.642507314682007 (2.7543755702758133) | > loss_kl: 1.9053846597671509 (1.731039306923245) | > loss_feat: 7.729167461395264 (8.210111708453537) | > loss_mel: 12.16002368927002 (13.059819245606324) | > loss_duration: 1.6680800914764404 (1.674363123566916) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.105161666870117 (27.429708925525784) | > grad_norm_1: tensor(413.4802, device='cuda:0') (tensor(410.6537, device='cuda:0')) | > current_lr_0: 0.00019208535737553613 | > current_lr_1: 0.00019208535737553613 | > step_time: 0.8289 (0.8485151937838351) | > loader_time: 0.0101 (0.009906089707706752)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3929672241210938 (2.3929672241210938) | > loss_disc_real_0: 0.17105957865715027 (0.17105957865715027) | > loss_disc_real_1: 0.19902531802654266 (0.19902531802654266) | > loss_disc_real_2: 0.21887272596359253 (0.21887272596359253) | > loss_disc_real_3: 0.25307947397232056 (0.25307947397232056) | > loss_disc_real_4: 0.28068768978118896 (0.28068768978118896) | > loss_disc_real_5: 0.2558021545410156 (0.2558021545410156) | > loss_0: 2.3929672241210938 (2.3929672241210938) | > loss_gen: 2.787174701690674 (2.787174701690674) | > loss_kl: 2.0736730098724365 (2.0736730098724365) | > loss_feat: 7.43778133392334 (7.43778133392334) | > loss_mel: 12.323323249816895 (12.323323249816895) | > loss_duration: 1.7138307094573975 (1.7138307094573975) | > loss_1: 26.335783004760742 (26.335783004760742)  --> STEP: 1 | > loss_disc: 2.378317356109619 (2.378317356109619) | > loss_disc_real_0: 0.15563476085662842 (0.15563476085662842) | > loss_disc_real_1: 0.2122199535369873 (0.2122199535369873) | > loss_disc_real_2: 0.2080799788236618 (0.2080799788236618) | > loss_disc_real_3: 0.23701582849025726 (0.23701582849025726) | > loss_disc_real_4: 0.2920692265033722 (0.2920692265033722) | > loss_disc_real_5: 0.23431746661663055 (0.23431746661663055) | > loss_0: 2.378317356109619 (2.378317356109619) | > loss_gen: 2.698885202407837 (2.698885202407837) | > loss_kl: 2.2959463596343994 (2.2959463596343994) | > loss_feat: 7.610837936401367 (7.610837936401367) | > loss_mel: 13.505234718322754 (13.505234718322754) | > loss_duration: 1.8020213842391968 (1.8020213842391968) | > loss_1: 27.91292381286621 (27.91292381286621)  --> STEP: 2 | > loss_disc: 2.129457950592041 (2.25388765335083) | > loss_disc_real_0: 0.1282009482383728 (0.1419178545475006) | > loss_disc_real_1: 0.1910099983215332 (0.20161497592926025) | > loss_disc_real_2: 0.1768198013305664 (0.1924498900771141) | > loss_disc_real_3: 0.22562892735004425 (0.23132237792015076) | > loss_disc_real_4: 0.2821246087551117 (0.28709691762924194) | > loss_disc_real_5: 0.24576757848262787 (0.2400425225496292) | > loss_0: 2.129457950592041 (2.25388765335083) | > loss_gen: 3.1196177005767822 (2.9092514514923096) | > loss_kl: 2.0873019695281982 (2.191624164581299) | > loss_feat: 9.820300102233887 (8.715569019317627) | > loss_mel: 16.331165313720703 (14.918200016021729) | > loss_duration: 1.8638653755187988 (1.8329433798789978) | > loss_1: 33.222251892089844 (30.567587852478027)  --> STEP: 3 | > loss_disc: 2.2474210262298584 (2.251732110977173) | > loss_disc_real_0: 0.14688795804977417 (0.14357455571492514) | > loss_disc_real_1: 0.19900257885456085 (0.20074417690436044) | > loss_disc_real_2: 0.183507040143013 (0.1894689400990804) | > loss_disc_real_3: 0.22980986535549164 (0.23081820706526437) | > loss_disc_real_4: 0.26207175850868225 (0.27875519792238873) | > loss_disc_real_5: 0.23951324820518494 (0.2398660977681478) | > loss_0: 2.2474210262298584 (2.251732110977173) | > loss_gen: 2.9129045009613037 (2.910469134648641) | > loss_kl: 1.9557526111602783 (2.1130003134409585) | > loss_feat: 9.271185874938965 (8.900774637858072) | > loss_mel: 14.5363187789917 (14.790906270345053) | > loss_duration: 1.8269338607788086 (1.8309402068456013) | > loss_1: 30.503093719482422 (30.54608980814616)  --> STEP: 4 | > loss_disc: 2.3670542240142822 (2.28056263923645) | > loss_disc_real_0: 0.11980187892913818 (0.1376313865184784) | > loss_disc_real_1: 0.22352904081344604 (0.20644039288163185) | > loss_disc_real_2: 0.1932821273803711 (0.19042223691940308) | > loss_disc_real_3: 0.24580878019332886 (0.2345658503472805) | > loss_disc_real_4: 0.29184794425964355 (0.2820283845067024) | > loss_disc_real_5: 0.29186001420021057 (0.2528645768761635) | > loss_0: 2.3670542240142822 (2.28056263923645) | > loss_gen: 2.8763716220855713 (2.9019447565078735) | > loss_kl: 1.9145605564117432 (2.063390374183655) | > loss_feat: 7.923464298248291 (8.656447052955627) | > loss_mel: 13.439543724060059 (14.453065633773804) | > loss_duration: 1.7622857093811035 (1.813776582479477) | > loss_1: 27.91622543334961 (29.88862371444702) --> EVAL PERFORMANCE | > avg_loader_time: 0.29023218154907227 (+0.013704538345336914) | > avg_loss_disc: 2.28056263923645 (+0.01688462495803833) | > avg_loss_disc_real_0: 0.1376313865184784 (-0.02908269315958023) | > avg_loss_disc_real_1: 0.20644039288163185 (+0.017350010573863983) | > avg_loss_disc_real_2: 0.19042223691940308 (-0.029856808483600616) | > avg_loss_disc_real_3: 0.2345658503472805 (-0.04194548353552818) | > avg_loss_disc_real_4: 0.2820283845067024 (-0.002709336578845978) | > avg_loss_disc_real_5: 0.2528645768761635 (-0.00040188059210777283) | > avg_loss_0: 2.28056263923645 (+0.01688462495803833) | > avg_loss_gen: 2.9019447565078735 (-0.12655001878738403) | > avg_loss_kl: 2.063390374183655 (+0.12005874514579773) | > avg_loss_feat: 8.656447052955627 (+0.24942123889923096) | > avg_loss_mel: 14.453065633773804 (+0.4099082946777344) | > avg_loss_duration: 1.813776582479477 (+0.0048999786376953125) | > avg_loss_1: 29.88862371444702 (+0.657738208770752)  > EPOCH: 324/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 22:39:09)   --> TIME: 2025-05-10 22:39:43 -- STEP: 37/725 -- GLOBAL_STEP: 280800 | > loss_disc: 2.2411646842956543 (2.266670562125541) | > loss_disc_real_0: 0.13953177630901337 (0.14431614771082596) | > loss_disc_real_1: 0.1848740130662918 (0.19612162378994194) | > loss_disc_real_2: 0.17540769279003143 (0.19538954343344714) | > loss_disc_real_3: 0.17322658002376556 (0.20904437633785042) | > loss_disc_real_4: 0.15460708737373352 (0.20353719874008283) | > loss_disc_real_5: 0.22849316895008087 (0.20788946264498942) | > loss_0: 2.2411646842956543 (2.266670562125541) | > grad_norm_0: tensor(18.4041, device='cuda:0') (tensor(22.7545, device='cuda:0')) | > loss_gen: 2.7309322357177734 (2.70637102384825) | > loss_kl: 1.632071614265442 (1.6870918628331777) | > loss_feat: 8.396939277648926 (7.912823677062988) | > loss_mel: 12.575641632080078 (12.706315427213102) | > loss_duration: 1.6829768419265747 (1.6743198923162512) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.01856231689453 (26.68692191871437) | > grad_norm_1: tensor(499.1316, device='cuda:0') (tensor(418.6775, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8581 (0.8482846376058217) | > loader_time: 0.0098 (0.009662241549105258)  --> TIME: 2025-05-10 22:40:27 -- STEP: 87/725 -- GLOBAL_STEP: 280850 | > loss_disc: 2.1195228099823 (2.2316604236076616) | > loss_disc_real_0: 0.110965795814991 (0.13989344025137782) | > loss_disc_real_1: 0.1726406365633011 (0.1931790199087954) | > loss_disc_real_2: 0.1907859593629837 (0.19259218272121473) | > loss_disc_real_3: 0.17527374625205994 (0.20736432246778203) | > loss_disc_real_4: 0.1719639003276825 (0.20028830225440278) | > loss_disc_real_5: 0.19022108614444733 (0.20623806170348463) | > loss_0: 2.1195228099823 (2.2316604236076616) | > grad_norm_0: tensor(13.0408, device='cuda:0') (tensor(23.0882, device='cuda:0')) | > loss_gen: 2.865540027618408 (2.7482837616712197) | > loss_kl: 1.8367952108383179 (1.6954920826287105) | > loss_feat: 9.155003547668457 (8.131570925657774) | > loss_mel: 14.20527172088623 (12.944710457462003) | > loss_duration: 1.674513339996338 (1.6767173005246567) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.737123489379883 (27.19677460330656) | > grad_norm_1: tensor(97.3770, device='cuda:0') (tensor(445.5506, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8347 (0.8498893907700462) | > loader_time: 0.0103 (0.00981651777508615)  --> TIME: 2025-05-10 22:41:10 -- STEP: 137/725 -- GLOBAL_STEP: 280900 | > loss_disc: 2.2353737354278564 (2.2123919090215307) | > loss_disc_real_0: 0.1939026564359665 (0.1392402201347108) | > loss_disc_real_1: 0.22159622609615326 (0.19172311818947757) | > loss_disc_real_2: 0.20778615772724152 (0.19026581747253446) | > loss_disc_real_3: 0.20489542186260223 (0.20554885909940204) | > loss_disc_real_4: 0.1799219697713852 (0.19800504356840232) | > loss_disc_real_5: 0.21249540150165558 (0.204933778321656) | > loss_0: 2.2353737354278564 (2.2123919090215307) | > grad_norm_0: tensor(33.2326, device='cuda:0') (tensor(23.1716, device='cuda:0')) | > loss_gen: 2.750121831893921 (2.771055273766065) | > loss_kl: 1.7770344018936157 (1.690580155727637) | > loss_feat: 7.35397481918335 (8.231349485634016) | > loss_mel: 11.98148250579834 (13.092328531028581) | > loss_duration: 1.6657480001449585 (1.6775171956876769) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.528362274169922 (27.462830689701722) | > grad_norm_1: tensor(404.0663, device='cuda:0') (tensor(452.8863, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8203 (0.8505662027066642) | > loader_time: 0.009 (0.00977901994746967)  --> TIME: 2025-05-10 22:41:53 -- STEP: 187/725 -- GLOBAL_STEP: 280950 | > loss_disc: 2.2707576751708984 (2.212961143350856) | > loss_disc_real_0: 0.16457068920135498 (0.1387775561866914) | > loss_disc_real_1: 0.19530349969863892 (0.19118545933522005) | > loss_disc_real_2: 0.19287869334220886 (0.19025741023494597) | > loss_disc_real_3: 0.19981415569782257 (0.2054405276150627) | > loss_disc_real_4: 0.18433840572834015 (0.19793977982857652) | > loss_disc_real_5: 0.219755619764328 (0.2059640144919329) | > loss_0: 2.2707576751708984 (2.212961143350856) | > grad_norm_0: tensor(28.2844, device='cuda:0') (tensor(22.4074, device='cuda:0')) | > loss_gen: 2.705808401107788 (2.7629382074835456) | > loss_kl: 1.6338368654251099 (1.6935823135834964) | > loss_feat: 7.858177185058594 (8.21017898977759) | > loss_mel: 13.152965545654297 (13.07173148578501) | > loss_duration: 1.6870124340057373 (1.678473464945421) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.037799835205078 (27.416904541260422) | > grad_norm_1: tensor(470.8092, device='cuda:0') (tensor(441.1260, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8566 (0.8507641878995028) | > loader_time: 0.0103 (0.009831873490848643)  --> TIME: 2025-05-10 22:42:36 -- STEP: 237/725 -- GLOBAL_STEP: 281000 | > loss_disc: 2.137098550796509 (2.2129473736517533) | > loss_disc_real_0: 0.1584920883178711 (0.13986916868369798) | > loss_disc_real_1: 0.1857573688030243 (0.19104506496638687) | > loss_disc_real_2: 0.1864372044801712 (0.18958995783630805) | > loss_disc_real_3: 0.20384928584098816 (0.2053122907122479) | > loss_disc_real_4: 0.21100769937038422 (0.19811515969063162) | > loss_disc_real_5: 0.23483796417713165 (0.20606243805291782) | > loss_0: 2.137098550796509 (2.2129473736517533) | > grad_norm_0: tensor(32.0060, device='cuda:0') (tensor(22.6986, device='cuda:0')) | > loss_gen: 2.915712356567383 (2.7637294837694117) | > loss_kl: 1.7577003240585327 (1.6966758005729707) | > loss_feat: 8.237180709838867 (8.212237183051775) | > loss_mel: 13.324726104736328 (13.052202486287692) | > loss_duration: 1.6481151580810547 (1.6783655167631961) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.883434295654297 (27.40321053935506) | > grad_norm_1: tensor(413.1906, device='cuda:0') (tensor(443.4651, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8203 (0.8509303014489669) | > loader_time: 0.01 (0.00983477644779511) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_281000.pth  --> TIME: 2025-05-10 22:43:22 -- STEP: 287/725 -- GLOBAL_STEP: 281050 | > loss_disc: 2.080923557281494 (2.2132085366531533) | > loss_disc_real_0: 0.1474355310201645 (0.13983111010818955) | > loss_disc_real_1: 0.1695699542760849 (0.19112344314620058) | > loss_disc_real_2: 0.1779424548149109 (0.18919431773835357) | > loss_disc_real_3: 0.18036049604415894 (0.20522623034096765) | > loss_disc_real_4: 0.18828067183494568 (0.1974978301064063) | > loss_disc_real_5: 0.1805436760187149 (0.20613377419290646) | > loss_0: 2.080923557281494 (2.2132085366531533) | > grad_norm_0: tensor(13.9647, device='cuda:0') (tensor(22.2416, device='cuda:0')) | > loss_gen: 2.911459445953369 (2.7579089407306094) | > loss_kl: 1.6457310914993286 (1.694222989813376) | > loss_feat: 8.75027084350586 (8.195121308237006) | > loss_mel: 13.073905944824219 (13.033272284663926) | > loss_duration: 1.6901859045028687 (1.678003984876626) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.071552276611328 (27.35852954611961) | > grad_norm_1: tensor(274.6565, device='cuda:0') (tensor(426.8722, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8062 (0.8501373550202374) | > loader_time: 0.0095 (0.009788191692339002)  --> TIME: 2025-05-10 22:44:05 -- STEP: 337/725 -- GLOBAL_STEP: 281100 | > loss_disc: 2.256354331970215 (2.2118967676021226) | > loss_disc_real_0: 0.13558219373226166 (0.13982249533298835) | > loss_disc_real_1: 0.1833011507987976 (0.1905876001017031) | > loss_disc_real_2: 0.18633531033992767 (0.18925714934968807) | > loss_disc_real_3: 0.20874302089214325 (0.20517532558398713) | > loss_disc_real_4: 0.22341644763946533 (0.19748313738259796) | > loss_disc_real_5: 0.2569041848182678 (0.2066217153733845) | > loss_0: 2.256354331970215 (2.2118967676021226) | > grad_norm_0: tensor(15.9366, device='cuda:0') (tensor(21.0439, device='cuda:0')) | > loss_gen: 2.634415626525879 (2.7531380908071807) | > loss_kl: 1.7935295104980469 (1.6954615300062503) | > loss_feat: 7.332827091217041 (8.185679190944139) | > loss_mel: 11.696345329284668 (12.994447187429365) | > loss_duration: 1.6519590616226196 (1.6770474694956654) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.109073638916016 (27.305773556763057) | > grad_norm_1: tensor(240.9109, device='cuda:0') (tensor(406.9288, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8654 (0.8494079756807501) | > loader_time: 0.0095 (0.009779652077649392)  --> TIME: 2025-05-10 22:44:48 -- STEP: 387/725 -- GLOBAL_STEP: 281150 | > loss_disc: 2.426483631134033 (2.208958239518395) | > loss_disc_real_0: 0.12634800374507904 (0.1395584032016517) | > loss_disc_real_1: 0.21941639482975006 (0.19025486738490818) | > loss_disc_real_2: 0.20656831562519073 (0.1890199398116548) | > loss_disc_real_3: 0.26496830582618713 (0.20500621519193477) | > loss_disc_real_4: 0.20136794447898865 (0.1972045436000948) | > loss_disc_real_5: 0.2423827052116394 (0.206246452699644) | > loss_0: 2.426483631134033 (2.208958239518395) | > grad_norm_0: tensor(12.9581, device='cuda:0') (tensor(21.2687, device='cuda:0')) | > loss_gen: 2.5081868171691895 (2.7541530089168904) | > loss_kl: 1.865464448928833 (1.6972946556963662) | > loss_feat: 6.909243106842041 (8.194768500266454) | > loss_mel: 11.29006290435791 (13.006106120363379) | > loss_duration: 1.7572832107543945 (1.6770796683407567) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.330238342285156 (27.329402026587985) | > grad_norm_1: tensor(118.1754, device='cuda:0') (tensor(407.6591, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8603 (0.849461918961478) | > loader_time: 0.009 (0.00978724531425062)  --> TIME: 2025-05-10 22:45:31 -- STEP: 437/725 -- GLOBAL_STEP: 281200 | > loss_disc: 2.3200502395629883 (2.20810537862014) | > loss_disc_real_0: 0.19929370284080505 (0.13953843987301798) | > loss_disc_real_1: 0.20656493306159973 (0.19020209094888837) | > loss_disc_real_2: 0.16799116134643555 (0.188726903712995) | > loss_disc_real_3: 0.24466434121131897 (0.2050615428377889) | > loss_disc_real_4: 0.19862820208072662 (0.19703560457213254) | > loss_disc_real_5: 0.23076613247394562 (0.20656947866593672) | > loss_0: 2.3200502395629883 (2.20810537862014) | > grad_norm_0: tensor(31.0990, device='cuda:0') (tensor(21.2495, device='cuda:0')) | > loss_gen: 2.6236977577209473 (2.7550401403920337) | > loss_kl: 1.5780515670776367 (1.7012871975756891) | > loss_feat: 6.948063850402832 (8.202982816325166) | > loss_mel: 12.187177658081055 (13.011982686459609) | > loss_duration: 1.6478389501571655 (1.676676872120296) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.98482894897461 (27.34796975351853) | > grad_norm_1: tensor(310.1719, device='cuda:0') (tensor(408.4344, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8846 (0.8485944636626428) | > loader_time: 0.0098 (0.00975219881507297)  --> TIME: 2025-05-10 22:46:14 -- STEP: 487/725 -- GLOBAL_STEP: 281250 | > loss_disc: 2.218177318572998 (2.2103291855210885) | > loss_disc_real_0: 0.13583873212337494 (0.13961506097958087) | > loss_disc_real_1: 0.16600731015205383 (0.19033844490560423) | > loss_disc_real_2: 0.22389422357082367 (0.18942577485186363) | > loss_disc_real_3: 0.2028430700302124 (0.20515160262584686) | > loss_disc_real_4: 0.19006505608558655 (0.19706015931385015) | > loss_disc_real_5: 0.19298206269741058 (0.206710896942405) | > loss_0: 2.218177318572998 (2.2103291855210885) | > grad_norm_0: tensor(17.4931, device='cuda:0') (tensor(21.3648, device='cuda:0')) | > loss_gen: 2.7445459365844727 (2.7557364014384693) | > loss_kl: 1.7567355632781982 (1.7055362881576257) | > loss_feat: 9.096776008605957 (8.201751301665562) | > loss_mel: 13.299654006958008 (13.02153240728672) | > loss_duration: 1.6736414432525635 (1.677091412965277) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.571353912353516 (27.361647842845876) | > grad_norm_1: tensor(147.4888, device='cuda:0') (tensor(412.1872, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.806 (0.8484316165931904) | > loader_time: 0.0116 (0.009756429484247913)  --> TIME: 2025-05-10 22:46:57 -- STEP: 537/725 -- GLOBAL_STEP: 281300 | > loss_disc: 2.145299196243286 (2.2091640489283444) | > loss_disc_real_0: 0.12024764716625214 (0.13903272453022636) | > loss_disc_real_1: 0.16485315561294556 (0.19042759154206995) | > loss_disc_real_2: 0.18687233328819275 (0.18929938056282491) | > loss_disc_real_3: 0.1977079063653946 (0.20518244203575497) | > loss_disc_real_4: 0.2224588543176651 (0.19702977802278393) | > loss_disc_real_5: 0.18705768883228302 (0.20681316368073724) | > loss_0: 2.145299196243286 (2.2091640489283444) | > grad_norm_0: tensor(19.1101, device='cuda:0') (tensor(21.2628, device='cuda:0')) | > loss_gen: 2.7949881553649902 (2.755001612437727) | > loss_kl: 1.7520521879196167 (1.7076513993673488) | > loss_feat: 8.489160537719727 (8.207766040077416) | > loss_mel: 13.389237403869629 (13.03503825189459) | > loss_duration: 1.696877121925354 (1.677437354732492) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.122316360473633 (27.382894700687917) | > grad_norm_1: tensor(613.0557, device='cuda:0') (tensor(415.6679, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8495 (0.8484137107096126) | > loader_time: 0.0094 (0.009746440074075305)  --> TIME: 2025-05-10 22:47:41 -- STEP: 587/725 -- GLOBAL_STEP: 281350 | > loss_disc: 2.1116156578063965 (2.208446669822251) | > loss_disc_real_0: 0.15922923386096954 (0.13881285128134488) | > loss_disc_real_1: 0.16565123200416565 (0.19045618785707072) | > loss_disc_real_2: 0.17009234428405762 (0.18932675046043457) | > loss_disc_real_3: 0.1911010444164276 (0.20521414797797516) | > loss_disc_real_4: 0.20204982161521912 (0.19684334155140382) | > loss_disc_real_5: 0.20546457171440125 (0.20662161309329166) | > loss_0: 2.1116156578063965 (2.208446669822251) | > grad_norm_0: tensor(29.3393, device='cuda:0') (tensor(21.6221, device='cuda:0')) | > loss_gen: 2.9343228340148926 (2.757285073831094) | > loss_kl: 1.6989871263504028 (1.707778384982017) | > loss_feat: 9.25455093383789 (8.213177599736326) | > loss_mel: 14.981282234191895 (13.02246455886295) | > loss_duration: 1.6675621271133423 (1.6767526946238396) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.536705017089844 (27.37745834168625) | > grad_norm_1: tensor(562.3135, device='cuda:0') (tensor(418.7825, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8555 (0.8492077509832952) | > loader_time: 0.0123 (0.009722890805142086)  --> TIME: 2025-05-10 22:48:24 -- STEP: 637/725 -- GLOBAL_STEP: 281400 | > loss_disc: 2.350743293762207 (2.208244204146896) | > loss_disc_real_0: 0.13576410710811615 (0.1385329536380162) | > loss_disc_real_1: 0.18868780136108398 (0.1906451406293612) | > loss_disc_real_2: 0.18247853219509125 (0.1893528445362108) | > loss_disc_real_3: 0.21333231031894684 (0.2052312575432719) | > loss_disc_real_4: 0.1936003863811493 (0.1966956235597048) | > loss_disc_real_5: 0.22303369641304016 (0.20671733621993282) | > loss_0: 2.350743293762207 (2.208244204146896) | > grad_norm_0: tensor(10.0651, device='cuda:0') (tensor(21.6348, device='cuda:0')) | > loss_gen: 2.5164825916290283 (2.7569618569438465) | > loss_kl: 1.9316060543060303 (1.7102228099921817) | > loss_feat: 6.724078178405762 (8.204230564542607) | > loss_mel: 11.570185661315918 (13.015629344682678) | > loss_duration: 1.642915964126587 (1.6763505931926104) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.385269165039062 (27.363395208840853) | > grad_norm_1: tensor(237.1242, device='cuda:0') (tensor(421.2664, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8338 (0.8487807038814719) | > loader_time: 0.0092 (0.009723787592194702)  --> TIME: 2025-05-10 22:49:07 -- STEP: 687/725 -- GLOBAL_STEP: 281450 | > loss_disc: 2.3031601905822754 (2.2085480015003687) | > loss_disc_real_0: 0.12414926290512085 (0.13880745086173665) | > loss_disc_real_1: 0.20520184934139252 (0.1907167158142448) | > loss_disc_real_2: 0.20222167670726776 (0.18928473114186492) | > loss_disc_real_3: 0.1919885277748108 (0.2052227585553429) | > loss_disc_real_4: 0.24147388339042664 (0.19665614939586218) | > loss_disc_real_5: 0.19369655847549438 (0.2066251610607733) | > loss_0: 2.3031601905822754 (2.2085480015003687) | > grad_norm_0: tensor(13.6575, device='cuda:0') (tensor(21.6511, device='cuda:0')) | > loss_gen: 2.5676231384277344 (2.758059990978659) | > loss_kl: 1.5957568883895874 (1.711386398804067) | > loss_feat: 6.82819938659668 (8.213007965115645) | > loss_mel: 11.842655181884766 (13.026413260936042) | > loss_duration: 1.6776212453842163 (1.6762183323350703) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.511856079101562 (27.385085992938055) | > grad_norm_1: tensor(374.3409, device='cuda:0') (tensor(421.7039, device='cuda:0')) | > current_lr_0: 0.00019206134670586418 | > current_lr_1: 0.00019206134670586418 | > step_time: 0.8723 (0.8482197531793142) | > loader_time: 0.0093 (0.009710769986481651)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1977293491363525 (2.1977293491363525) | > loss_disc_real_0: 0.13537438213825226 (0.13537438213825226) | > loss_disc_real_1: 0.18085946142673492 (0.18085946142673492) | > loss_disc_real_2: 0.16185523569583893 (0.16185523569583893) | > loss_disc_real_3: 0.28722041845321655 (0.28722041845321655) | > loss_disc_real_4: 0.3265094459056854 (0.3265094459056854) | > loss_disc_real_5: 0.27224093675613403 (0.27224093675613403) | > loss_0: 2.1977293491363525 (2.1977293491363525) | > loss_gen: 3.1919894218444824 (3.1919894218444824) | > loss_kl: 1.9735608100891113 (1.9735608100891113) | > loss_feat: 9.270462989807129 (9.270462989807129) | > loss_mel: 15.267233848571777 (15.267233848571777) | > loss_duration: 1.7068349123001099 (1.7068349123001099) | > loss_1: 31.41008186340332 (31.41008186340332)  --> STEP: 1 | > loss_disc: 2.425658941268921 (2.425658941268921) | > loss_disc_real_0: 0.15386009216308594 (0.15386009216308594) | > loss_disc_real_1: 0.22436316311359406 (0.22436316311359406) | > loss_disc_real_2: 0.19223248958587646 (0.19223248958587646) | > loss_disc_real_3: 0.2858302593231201 (0.2858302593231201) | > loss_disc_real_4: 0.2839850187301636 (0.2839850187301636) | > loss_disc_real_5: 0.2806592285633087 (0.2806592285633087) | > loss_0: 2.425658941268921 (2.425658941268921) | > loss_gen: 2.752431869506836 (2.752431869506836) | > loss_kl: 1.978977918624878 (1.978977918624878) | > loss_feat: 6.428701400756836 (6.428701400756836) | > loss_mel: 12.23577880859375 (12.23577880859375) | > loss_duration: 1.823474645614624 (1.823474645614624) | > loss_1: 25.2193660736084 (25.2193660736084)  --> STEP: 2 | > loss_disc: 2.2740159034729004 (2.3498374223709106) | > loss_disc_real_0: 0.15077853202819824 (0.1523193120956421) | > loss_disc_real_1: 0.2036397010087967 (0.21400143206119537) | > loss_disc_real_2: 0.17094270884990692 (0.1815875992178917) | > loss_disc_real_3: 0.2706528604030609 (0.2782415598630905) | > loss_disc_real_4: 0.2991931140422821 (0.29158906638622284) | > loss_disc_real_5: 0.24709774553775787 (0.2638784870505333) | > loss_0: 2.2740159034729004 (2.3498374223709106) | > loss_gen: 2.9645495414733887 (2.8584907054901123) | > loss_kl: 1.7344712018966675 (1.8567245602607727) | > loss_feat: 7.99428653717041 (7.211493968963623) | > loss_mel: 13.899946212768555 (13.067862510681152) | > loss_duration: 1.856049656867981 (1.8397621512413025) | > loss_1: 28.449304580688477 (26.834335327148438)  --> STEP: 3 | > loss_disc: 2.272733211517334 (2.3241360187530518) | > loss_disc_real_0: 0.14361009001731873 (0.1494162380695343) | > loss_disc_real_1: 0.20478053390979767 (0.2109277993440628) | > loss_disc_real_2: 0.15525059401988983 (0.1728085974852244) | > loss_disc_real_3: 0.2941044867038727 (0.28352920214335126) | > loss_disc_real_4: 0.36123818159103394 (0.31480543812115985) | > loss_disc_real_5: 0.2624954879283905 (0.26341748734315235) | > loss_0: 2.272733211517334 (2.3241360187530518) | > loss_gen: 3.185229778289795 (2.9674037297566733) | > loss_kl: 1.929047703742981 (1.880832274754842) | > loss_feat: 9.490548133850098 (7.971178690592448) | > loss_mel: 15.26783275604248 (13.801185925801596) | > loss_duration: 1.8229691982269287 (1.8341645002365112) | > loss_1: 31.695627212524414 (28.454765955607098)  --> STEP: 4 | > loss_disc: 2.134990692138672 (2.276849687099457) | > loss_disc_real_0: 0.1193370446562767 (0.1418964397162199) | > loss_disc_real_1: 0.19696979224681854 (0.20743829756975174) | > loss_disc_real_2: 0.1406509280204773 (0.16476918011903763) | > loss_disc_real_3: 0.2361082136631012 (0.2716739550232887) | > loss_disc_real_4: 0.30561333894729614 (0.31250741332769394) | > loss_disc_real_5: 0.25520408153533936 (0.2613641358911991) | > loss_0: 2.134990692138672 (2.276849687099457) | > loss_gen: 3.18241024017334 (3.02115535736084) | > loss_kl: 1.7820245027542114 (1.8561303317546844) | > loss_feat: 9.737354278564453 (8.41272258758545) | > loss_mel: 14.76416301727295 (14.041930198669434) | > loss_duration: 1.766852855682373 (1.8173365890979767) | > loss_1: 31.232807159423828 (29.14927625656128) --> EVAL PERFORMANCE | > avg_loader_time: 0.2826992869377136 (-0.007532894611358643) | > avg_loss_disc: 2.276849687099457 (-0.003712952136993408) | > avg_loss_disc_real_0: 0.1418964397162199 (+0.0042650531977415085) | > avg_loss_disc_real_1: 0.20743829756975174 (+0.0009979046881198883) | > avg_loss_disc_real_2: 0.16476918011903763 (-0.025653056800365448) | > avg_loss_disc_real_3: 0.2716739550232887 (+0.037108104676008224) | > avg_loss_disc_real_4: 0.31250741332769394 (+0.030479028820991516) | > avg_loss_disc_real_5: 0.2613641358911991 (+0.00849955901503563) | > avg_loss_0: 2.276849687099457 (-0.003712952136993408) | > avg_loss_gen: 3.02115535736084 (+0.11921060085296631) | > avg_loss_kl: 1.8561303317546844 (-0.20726004242897034) | > avg_loss_feat: 8.41272258758545 (-0.24372446537017822) | > avg_loss_mel: 14.041930198669434 (-0.4111354351043701) | > avg_loss_duration: 1.8173365890979767 (+0.003560006618499756) | > avg_loss_1: 29.14927625656128 (-0.7393474578857422)  > EPOCH: 325/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 22:49:46)   --> TIME: 2025-05-10 22:49:58 -- STEP: 12/725 -- GLOBAL_STEP: 281500 | > loss_disc: 2.2141878604888916 (2.236385226249695) | > loss_disc_real_0: 0.14443086087703705 (0.13655517622828484) | > loss_disc_real_1: 0.2146383672952652 (0.19637330124775568) | > loss_disc_real_2: 0.20302936434745789 (0.1908007226884365) | > loss_disc_real_3: 0.2301383763551712 (0.21282547463973364) | > loss_disc_real_4: 0.20374509692192078 (0.20449953277905783) | > loss_disc_real_5: 0.1829790472984314 (0.21123748769362768) | > loss_0: 2.2141878604888916 (2.236385226249695) | > grad_norm_0: tensor(41.3847, device='cuda:0') (tensor(22.7579, device='cuda:0')) | > loss_gen: 2.641223907470703 (2.7236360708872476) | > loss_kl: 1.5908795595169067 (1.7111342350641887) | > loss_feat: 7.689483642578125 (8.10865298906962) | > loss_mel: 12.487183570861816 (13.079019546508789) | > loss_duration: 1.7024829387664795 (1.6729677418867748) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.11125373840332 (27.29541015625) | > grad_norm_1: tensor(608.4977, device='cuda:0') (tensor(429.0767, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8432 (0.8320582707722982) | > loader_time: 0.0101 (0.009907364845275879)  --> TIME: 2025-05-10 22:50:41 -- STEP: 62/725 -- GLOBAL_STEP: 281550 | > loss_disc: 2.2256786823272705 (2.206785428908564) | > loss_disc_real_0: 0.11356985569000244 (0.13763609756865816) | > loss_disc_real_1: 0.20103256404399872 (0.19059254998160946) | > loss_disc_real_2: 0.2079630345106125 (0.1895921730226086) | > loss_disc_real_3: 0.226540669798851 (0.20843534339820186) | > loss_disc_real_4: 0.18808458745479584 (0.1972456088950557) | > loss_disc_real_5: 0.1892053186893463 (0.20746966956123228) | > loss_0: 2.2256786823272705 (2.206785428908564) | > grad_norm_0: tensor(17.2144, device='cuda:0') (tensor(21.9330, device='cuda:0')) | > loss_gen: 2.622915744781494 (2.754654818965543) | > loss_kl: 1.746678352355957 (1.7129412812571372) | > loss_feat: 8.49862289428711 (8.200543072915844) | > loss_mel: 13.286913871765137 (13.04549011107414) | > loss_duration: 1.7188166379928589 (1.6701867638095733) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.873947143554688 (27.383815796144546) | > grad_norm_1: tensor(560.3270, device='cuda:0') (tensor(439.1374, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.843 (0.8507731306937433) | > loader_time: 0.0102 (0.01032049040640554)  --> TIME: 2025-05-10 22:51:25 -- STEP: 112/725 -- GLOBAL_STEP: 281600 | > loss_disc: 2.0893421173095703 (2.2087085353476668) | > loss_disc_real_0: 0.0998784601688385 (0.13747808922614377) | > loss_disc_real_1: 0.20904232561588287 (0.1918325348358069) | > loss_disc_real_2: 0.17471972107887268 (0.18988706011857306) | > loss_disc_real_3: 0.18915049731731415 (0.20672542495386942) | > loss_disc_real_4: 0.16271084547042847 (0.19649953874094145) | > loss_disc_real_5: 0.21558554470539093 (0.20733763437185967) | > loss_0: 2.0893421173095703 (2.2087085353476668) | > grad_norm_0: tensor(19.5279, device='cuda:0') (tensor(21.9441, device='cuda:0')) | > loss_gen: 2.7681264877319336 (2.760060795715877) | > loss_kl: 1.7191736698150635 (1.723463243671826) | > loss_feat: 9.119749069213867 (8.263737725360047) | > loss_mel: 13.71183967590332 (13.110627795968737) | > loss_duration: 1.6815698146820068 (1.6755767837166786) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.000459671020508 (27.533466134752548) | > grad_norm_1: tensor(634.4138, device='cuda:0') (tensor(440.9537, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8408 (0.8519928199904305) | > loader_time: 0.0096 (0.010150385754449025)  --> TIME: 2025-05-10 22:52:08 -- STEP: 162/725 -- GLOBAL_STEP: 281650 | > loss_disc: 2.1941723823547363 (2.204066354551433) | > loss_disc_real_0: 0.11797984689474106 (0.1372807008432753) | > loss_disc_real_1: 0.20043766498565674 (0.19079415270207842) | > loss_disc_real_2: 0.22810283303260803 (0.1888768279258116) | > loss_disc_real_3: 0.19845128059387207 (0.20575235784053802) | > loss_disc_real_4: 0.22813554108142853 (0.19618405429301444) | > loss_disc_real_5: 0.21287178993225098 (0.20726809107962949) | > loss_0: 2.1941723823547363 (2.204066354551433) | > grad_norm_0: tensor(10.1790, device='cuda:0') (tensor(21.2163, device='cuda:0')) | > loss_gen: 2.889437675476074 (2.763410154684089) | > loss_kl: 1.7936341762542725 (1.7249720950185516) | > loss_feat: 9.487618446350098 (8.287745687696663) | > loss_mel: 14.744949340820312 (13.071454130573038) | > loss_duration: 1.633007526397705 (1.6760250565446453) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.548648834228516 (27.5236069596844) | > grad_norm_1: tensor(190.6591, device='cuda:0') (tensor(435.6740, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 1.326 (0.8535518881715374) | > loader_time: 0.0097 (0.010107982305832845)  --> TIME: 2025-05-10 22:52:52 -- STEP: 212/725 -- GLOBAL_STEP: 281700 | > loss_disc: 2.266265392303467 (2.203775769134736) | > loss_disc_real_0: 0.12574316561222076 (0.13745961187161354) | > loss_disc_real_1: 0.18293261528015137 (0.1901748111506678) | > loss_disc_real_2: 0.21297287940979004 (0.1893484955126385) | > loss_disc_real_3: 0.2017604559659958 (0.20545920019723335) | > loss_disc_real_4: 0.2315661460161209 (0.19658472923175352) | > loss_disc_real_5: 0.23099955916404724 (0.20658600660708715) | > loss_0: 2.266265392303467 (2.203775769134736) | > grad_norm_0: tensor(16.0037, device='cuda:0') (tensor(20.4357, device='cuda:0')) | > loss_gen: 2.692180633544922 (2.7638190028802394) | > loss_kl: 1.6426743268966675 (1.7273409029222884) | > loss_feat: 7.951602458953857 (8.29078240214654) | > loss_mel: 12.641425132751465 (13.110204183830405) | > loss_duration: 1.684501051902771 (1.6758881481188648) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.612384796142578 (27.568034549929067) | > grad_norm_1: tensor(385.2324, device='cuda:0') (tensor(413.9419, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8442 (0.852899763944014) | > loader_time: 0.0105 (0.010140042260008027)  --> TIME: 2025-05-10 22:53:35 -- STEP: 262/725 -- GLOBAL_STEP: 281750 | > loss_disc: 2.133110523223877 (2.2053864748423315) | > loss_disc_real_0: 0.11609195172786713 (0.13736644296245715) | > loss_disc_real_1: 0.17983946204185486 (0.19032801937965946) | > loss_disc_real_2: 0.192189022898674 (0.18982521131748464) | > loss_disc_real_3: 0.2033597081899643 (0.20505680894578687) | > loss_disc_real_4: 0.17216584086418152 (0.19666705547853286) | > loss_disc_real_5: 0.20580093562602997 (0.20670618657164902) | > loss_0: 2.133110523223877 (2.2053864748423315) | > grad_norm_0: tensor(10.1722, device='cuda:0') (tensor(20.4774, device='cuda:0')) | > loss_gen: 2.849885940551758 (2.7622130481341403) | > loss_kl: 1.6236975193023682 (1.7260223153893275) | > loss_feat: 8.606527328491211 (8.281245544666548) | > loss_mel: 14.031685829162598 (13.077774692127722) | > loss_duration: 1.6717514991760254 (1.6773003230568106) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.783546447753906 (27.524555825095145) | > grad_norm_1: tensor(245.9735, device='cuda:0') (tensor(418.6954, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8861 (0.852553047296655) | > loader_time: 0.011 (0.010118581866490013)  --> TIME: 2025-05-10 22:54:18 -- STEP: 312/725 -- GLOBAL_STEP: 281800 | > loss_disc: 2.189683437347412 (2.2067576967752873) | > loss_disc_real_0: 0.10797306895256042 (0.13886162017782525) | > loss_disc_real_1: 0.16623374819755554 (0.19023081965935537) | > loss_disc_real_2: 0.18846489489078522 (0.18977405426976016) | > loss_disc_real_3: 0.21155795454978943 (0.20512240738249737) | > loss_disc_real_4: 0.1693694144487381 (0.1964237629794158) | > loss_disc_real_5: 0.25955796241760254 (0.2064946752328139) | > loss_0: 2.189683437347412 (2.2067576967752873) | > grad_norm_0: tensor(10.9668, device='cuda:0') (tensor(20.8089, device='cuda:0')) | > loss_gen: 2.692993402481079 (2.7607794106006613) | > loss_kl: 1.6412626504898071 (1.7213405084151487) | > loss_feat: 8.719888687133789 (8.280232357673157) | > loss_mel: 13.672226905822754 (13.069635110023695) | > loss_duration: 1.6747841835021973 (1.6767173894704912) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.401155471801758 (27.508704705116077) | > grad_norm_1: tensor(356.1971, device='cuda:0') (tensor(410.4958, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8335 (0.8517955923691775) | > loader_time: 0.0099 (0.010073371422596452)  --> TIME: 2025-05-10 22:55:02 -- STEP: 362/725 -- GLOBAL_STEP: 281850 | > loss_disc: 2.040069580078125 (2.2067472098282) | > loss_disc_real_0: 0.13207662105560303 (0.13849607591635604) | > loss_disc_real_1: 0.16242961585521698 (0.19050821028032358) | > loss_disc_real_2: 0.21952740848064423 (0.18987770712013408) | > loss_disc_real_3: 0.20024846494197845 (0.20543664611505535) | > loss_disc_real_4: 0.1507236361503601 (0.19604070715153418) | > loss_disc_real_5: 0.22140654921531677 (0.20702848694601111) | > loss_0: 2.040069580078125 (2.2067472098282) | > grad_norm_0: tensor(21.2159, device='cuda:0') (tensor(20.2716, device='cuda:0')) | > loss_gen: 3.095305919647217 (2.759140858334071) | > loss_kl: 1.7435634136199951 (1.7221266182746677) | > loss_feat: 9.533510208129883 (8.270355744915113) | > loss_mel: 14.107769966125488 (13.06916467919534) | > loss_duration: 1.612088680267334 (1.6756594638798115) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.092239379882812 (27.496447320801117) | > grad_norm_1: tensor(616.9863, device='cuda:0') (tensor(397.3015, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8465 (0.8525536211814669) | > loader_time: 0.0106 (0.010056805215487807)  --> TIME: 2025-05-10 22:55:45 -- STEP: 412/725 -- GLOBAL_STEP: 281900 | > loss_disc: 2.194812059402466 (2.2064231107535845) | > loss_disc_real_0: 0.10340098291635513 (0.13834737980901016) | > loss_disc_real_1: 0.18956062197685242 (0.1909282365180914) | > loss_disc_real_2: 0.21623380482196808 (0.1896849945187569) | > loss_disc_real_3: 0.18575415015220642 (0.20533744462774792) | > loss_disc_real_4: 0.21896494925022125 (0.19602915062343035) | > loss_disc_real_5: 0.1887093037366867 (0.20660193517659475) | > loss_0: 2.194812059402466 (2.2064231107535845) | > grad_norm_0: tensor(28.6310, device='cuda:0') (tensor(20.4772, device='cuda:0')) | > loss_gen: 2.8574752807617188 (2.76113356201394) | > loss_kl: 1.7881478071212769 (1.728242990461368) | > loss_feat: 8.31602954864502 (8.26756209424398) | > loss_mel: 12.932875633239746 (13.0707740390185) | > loss_duration: 1.69970703125 (1.675972561523752) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.594234466552734 (27.503685210514995) | > grad_norm_1: tensor(549.4216, device='cuda:0') (tensor(401.0275, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8753 (0.8523643774893678) | > loader_time: 0.0098 (0.010050911926528766)  --> TIME: 2025-05-10 22:56:28 -- STEP: 462/725 -- GLOBAL_STEP: 281950 | > loss_disc: 2.2525086402893066 (2.2063378062083068) | > loss_disc_real_0: 0.16336214542388916 (0.1385125731686491) | > loss_disc_real_1: 0.20298634469509125 (0.19086184330058822) | > loss_disc_real_2: 0.19586452841758728 (0.1894819789054074) | > loss_disc_real_3: 0.24735642969608307 (0.20535742859174677) | > loss_disc_real_4: 0.19553272426128387 (0.19658898000980354) | > loss_disc_real_5: 0.19998639822006226 (0.2064025993600036) | > loss_0: 2.2525086402893066 (2.2063378062083068) | > grad_norm_0: tensor(11.4021, device='cuda:0') (tensor(20.7981, device='cuda:0')) | > loss_gen: 2.701249122619629 (2.761138274040056) | > loss_kl: 1.7990003824234009 (1.7302563709098022) | > loss_feat: 8.01322078704834 (8.258935851968205) | > loss_mel: 12.539071083068848 (13.075027874537877) | > loss_duration: 1.7106258869171143 (1.6760211039931225) | > amp_scaler: 512.0 (257.1082251082251) | > loss_1: 26.763166427612305 (27.50137943829293) | > grad_norm_1: tensor(363.2686, device='cuda:0') (tensor(406.2124, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.7984 (0.8516239082658446) | > loader_time: 0.0099 (0.010036325557923404)  --> TIME: 2025-05-10 22:57:11 -- STEP: 512/725 -- GLOBAL_STEP: 282000 | > loss_disc: 2.226271867752075 (2.204715377418322) | > loss_disc_real_0: 0.13814321160316467 (0.1378919019334715) | > loss_disc_real_1: 0.19050827622413635 (0.19062515886616896) | > loss_disc_real_2: 0.18625186383724213 (0.18930598004953939) | > loss_disc_real_3: 0.18734483420848846 (0.20520530344219876) | > loss_disc_real_4: 0.2046906054019928 (0.19669752402114685) | > loss_disc_real_5: 0.19854368269443512 (0.20644192936015315) | > loss_0: 2.226271867752075 (2.204715377418322) | > grad_norm_0: tensor(10.1127, device='cuda:0') (tensor(20.6095, device='cuda:0')) | > loss_gen: 2.7543458938598633 (2.7621835772879413) | > loss_kl: 1.8421082496643066 (1.7293988270685077) | > loss_feat: 8.083368301391602 (8.264073750935491) | > loss_mel: 12.506184577941895 (13.086279364302754) | > loss_duration: 1.6210980415344238 (1.6764286484103648) | > amp_scaler: 256.0 (267.5) | > loss_1: 26.80710220336914 (27.518364150077105) | > grad_norm_1: tensor(313.7358, device='cuda:0') (tensor(404.4327, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8543 (0.8513408834114671) | > loader_time: 0.0095 (0.01005338458344339) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_282000.pth  --> TIME: 2025-05-10 22:57:57 -- STEP: 562/725 -- GLOBAL_STEP: 282050 | > loss_disc: 2.17734432220459 (2.205971114363957) | > loss_disc_real_0: 0.17136582732200623 (0.13814506776551325) | > loss_disc_real_1: 0.1704973727464676 (0.19089063286144958) | > loss_disc_real_2: 0.18230241537094116 (0.1895871352258527) | > loss_disc_real_3: 0.1959235966205597 (0.20530009229942564) | > loss_disc_real_4: 0.19020403921604156 (0.19679304949435475) | > loss_disc_real_5: 0.1955791413784027 (0.20649624782949152) | > loss_0: 2.17734432220459 (2.205971114363957) | > grad_norm_0: tensor(23.0077, device='cuda:0') (tensor(20.5991, device='cuda:0')) | > loss_gen: 2.813068389892578 (2.7607076719562342) | > loss_kl: 1.7874174118041992 (1.7314092635684166) | > loss_feat: 8.595943450927734 (8.255549749021425) | > loss_mel: 12.968996047973633 (13.073702111362987) | > loss_duration: 1.6448150873184204 (1.6763494979868576) | > amp_scaler: 256.0 (266.4768683274022) | > loss_1: 27.810239791870117 (27.497718257836187) | > grad_norm_1: tensor(491.8161, device='cuda:0') (tensor(403.5732, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8926 (0.8507147505614256) | > loader_time: 0.0095 (0.01005371270230655)  --> TIME: 2025-05-10 22:58:40 -- STEP: 612/725 -- GLOBAL_STEP: 282100 | > loss_disc: 2.0403168201446533 (2.205113270898268) | > loss_disc_real_0: 0.09812654554843903 (0.13786973300225586) | > loss_disc_real_1: 0.1916251927614212 (0.19117233846214857) | > loss_disc_real_2: 0.18386809527873993 (0.18967323165898242) | > loss_disc_real_3: 0.1625792682170868 (0.20525179124053766) | > loss_disc_real_4: 0.20152385532855988 (0.19650652561507187) | > loss_disc_real_5: 0.1745614856481552 (0.20600552031514693) | > loss_0: 2.0403168201446533 (2.205113270898268) | > grad_norm_0: tensor(32.0523, device='cuda:0') (tensor(20.7533, device='cuda:0')) | > loss_gen: 2.876706123352051 (2.761648154726214) | > loss_kl: 1.7504751682281494 (1.7293093276569267) | > loss_feat: 9.225128173828125 (8.261260106672639) | > loss_mel: 14.412703514099121 (13.073349678438479) | > loss_duration: 1.6083738803863525 (1.6758314228914921) | > amp_scaler: 256.0 (265.62091503268005) | > loss_1: 29.873384475708008 (27.501398675582) | > grad_norm_1: tensor(638.7259, device='cuda:0') (tensor(408.2468, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8013 (0.85054817114001) | > loader_time: 0.0089 (0.010041496722526792)  --> TIME: 2025-05-10 22:59:23 -- STEP: 662/725 -- GLOBAL_STEP: 282150 | > loss_disc: 2.245846748352051 (2.204668192524923) | > loss_disc_real_0: 0.1732989251613617 (0.13775846780787046) | > loss_disc_real_1: 0.20893041789531708 (0.19117057249175093) | > loss_disc_real_2: 0.17134448885917664 (0.18958872277571018) | > loss_disc_real_3: 0.2016255408525467 (0.2052803679940561) | > loss_disc_real_4: 0.17393644154071808 (0.19631564761216538) | > loss_disc_real_5: 0.21546530723571777 (0.2062676775401453) | > loss_0: 2.245846748352051 (2.204668192524923) | > grad_norm_0: tensor(25.3525, device='cuda:0') (tensor(20.8912, device='cuda:0')) | > loss_gen: 2.7022364139556885 (2.7634205299561834) | > loss_kl: 1.8271178007125854 (1.7334404497708438) | > loss_feat: 8.48134994506836 (8.267913802512817) | > loss_mel: 13.682747840881348 (13.076396566143215) | > loss_duration: 1.6904010772705078 (1.6759276831258099) | > amp_scaler: 256.0 (264.8942598187314) | > loss_1: 28.383852005004883 (27.51709901170069) | > grad_norm_1: tensor(212.2291, device='cuda:0') (tensor(410.0139, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8723 (0.8496669383207477) | > loader_time: 0.0109 (0.010042160299249276)  --> TIME: 2025-05-10 23:00:06 -- STEP: 712/725 -- GLOBAL_STEP: 282200 | > loss_disc: 2.2828011512756348 (2.204596298966513) | > loss_disc_real_0: 0.15912003815174103 (0.13788145605809551) | > loss_disc_real_1: 0.18348564207553864 (0.1911671168558048) | > loss_disc_real_2: 0.2092350721359253 (0.189827515251851) | > loss_disc_real_3: 0.19271564483642578 (0.20516441034132152) | > loss_disc_real_4: 0.19679845869541168 (0.1962746267908074) | > loss_disc_real_5: 0.20055270195007324 (0.2062032742823443) | > loss_0: 2.2828011512756348 (2.204596298966513) | > grad_norm_0: tensor(11.4876, device='cuda:0') (tensor(20.9377, device='cuda:0')) | > loss_gen: 2.515744209289551 (2.764904048670543) | > loss_kl: 1.6186386346817017 (1.7335621138636985) | > loss_feat: 7.160750865936279 (8.269729618276099) | > loss_mel: 11.77269172668457 (13.081948099511399) | > loss_duration: 1.6563684940338135 (1.6755455595053983) | > amp_scaler: 256.0 (264.2696629213486) | > loss_1: 24.724193572998047 (27.525689414377972) | > grad_norm_1: tensor(279.5229, device='cuda:0') (tensor(410.6060, device='cuda:0')) | > current_lr_0: 0.00019203733903752594 | > current_lr_1: 0.00019203733903752594 | > step_time: 0.8254 (0.8495585242014253) | > loader_time: 0.0099 (0.010072569163997508)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3586525917053223 (2.3586525917053223) | > loss_disc_real_0: 0.12955857813358307 (0.12955857813358307) | > loss_disc_real_1: 0.21038967370986938 (0.21038967370986938) | > loss_disc_real_2: 0.19803257286548615 (0.19803257286548615) | > loss_disc_real_3: 0.24571488797664642 (0.24571488797664642) | > loss_disc_real_4: 0.2908874452114105 (0.2908874452114105) | > loss_disc_real_5: 0.2741682231426239 (0.2741682231426239) | > loss_0: 2.3586525917053223 (2.3586525917053223) | > loss_gen: 2.7158102989196777 (2.7158102989196777) | > loss_kl: 2.1197800636291504 (2.1197800636291504) | > loss_feat: 8.389208793640137 (8.389208793640137) | > loss_mel: 14.258298873901367 (14.258298873901367) | > loss_duration: 1.6935725212097168 (1.6935725212097168) | > loss_1: 29.176671981811523 (29.176671981811523)  --> STEP: 1 | > loss_disc: 2.285820960998535 (2.285820960998535) | > loss_disc_real_0: 0.12267450988292694 (0.12267450988292694) | > loss_disc_real_1: 0.20799028873443604 (0.20799028873443604) | > loss_disc_real_2: 0.20616261661052704 (0.20616261661052704) | > loss_disc_real_3: 0.25665083527565 (0.25665083527565) | > loss_disc_real_4: 0.27958035469055176 (0.27958035469055176) | > loss_disc_real_5: 0.2531311511993408 (0.2531311511993408) | > loss_0: 2.285820960998535 (2.285820960998535) | > loss_gen: 2.8537065982818604 (2.8537065982818604) | > loss_kl: 1.9447166919708252 (1.9447166919708252) | > loss_feat: 8.128847122192383 (8.128847122192383) | > loss_mel: 14.669570922851562 (14.669570922851562) | > loss_duration: 1.8128817081451416 (1.8128817081451416) | > loss_1: 29.40972137451172 (29.40972137451172)  --> STEP: 2 | > loss_disc: 2.3898890018463135 (2.3378549814224243) | > loss_disc_real_0: 0.1338745355606079 (0.12827452272176743) | > loss_disc_real_1: 0.19797123968601227 (0.20298076421022415) | > loss_disc_real_2: 0.2223353236913681 (0.21424897015094757) | > loss_disc_real_3: 0.25035712122917175 (0.2535039782524109) | > loss_disc_real_4: 0.31274256110191345 (0.2961614578962326) | > loss_disc_real_5: 0.2681575417518616 (0.2606443464756012) | > loss_0: 2.3898890018463135 (2.3378549814224243) | > loss_gen: 2.70065975189209 (2.777183175086975) | > loss_kl: 1.9117430448532104 (1.9282298684120178) | > loss_feat: 7.843400001525879 (7.986123561859131) | > loss_mel: 14.450395584106445 (14.559983253479004) | > loss_duration: 1.8478007316589355 (1.8303412199020386) | > loss_1: 28.75400161743164 (29.08186149597168)  --> STEP: 3 | > loss_disc: 2.3212051391601562 (2.3323050340016684) | > loss_disc_real_0: 0.12155776470899582 (0.12603560338417688) | > loss_disc_real_1: 0.2147878110408783 (0.20691644648710886) | > loss_disc_real_2: 0.20714250206947327 (0.2118801474571228) | > loss_disc_real_3: 0.2564905881881714 (0.25449951489766437) | > loss_disc_real_4: 0.2891272008419037 (0.2938167055447896) | > loss_disc_real_5: 0.2575536370277405 (0.25961410999298096) | > loss_0: 2.3212051391601562 (2.3323050340016684) | > loss_gen: 2.830233573913574 (2.7948666413625083) | > loss_kl: 1.945341944694519 (1.9339338938395183) | > loss_feat: 8.289366722106934 (8.087204615275065) | > loss_mel: 13.60385799407959 (14.2412748336792) | > loss_duration: 1.8232622146606445 (1.8279815514882405) | > loss_1: 28.492061614990234 (28.88526153564453)  --> STEP: 4 | > loss_disc: 2.3570191860198975 (2.3384835720062256) | > loss_disc_real_0: 0.12546004354953766 (0.12589171342551708) | > loss_disc_real_1: 0.22759908437728882 (0.21208710595965385) | > loss_disc_real_2: 0.18877437710762024 (0.20610370486974716) | > loss_disc_real_3: 0.23664802312850952 (0.25003664195537567) | > loss_disc_real_4: 0.26153838634490967 (0.28574712574481964) | > loss_disc_real_5: 0.2512466013431549 (0.25752223283052444) | > loss_0: 2.3570191860198975 (2.3384835720062256) | > loss_gen: 2.6160190105438232 (2.750154733657837) | > loss_kl: 1.9946409463882446 (1.9491106569766998) | > loss_feat: 8.337957382202148 (8.149892807006836) | > loss_mel: 13.404218673706055 (14.032010793685913) | > loss_duration: 1.7568179368972778 (1.8101906478404999) | > loss_1: 28.10965347290039 (28.691359519958496) --> EVAL PERFORMANCE | > avg_loader_time: 0.2857758402824402 (+0.0030765533447265625) | > avg_loss_disc: 2.3384835720062256 (+0.0616338849067688) | > avg_loss_disc_real_0: 0.12589171342551708 (-0.01600472629070282) | > avg_loss_disc_real_1: 0.21208710595965385 (+0.004648808389902115) | > avg_loss_disc_real_2: 0.20610370486974716 (+0.041334524750709534) | > avg_loss_disc_real_3: 0.25003664195537567 (-0.021637313067913055) | > avg_loss_disc_real_4: 0.28574712574481964 (-0.026760287582874298) | > avg_loss_disc_real_5: 0.25752223283052444 (-0.0038419030606746674) | > avg_loss_0: 2.3384835720062256 (+0.0616338849067688) | > avg_loss_gen: 2.750154733657837 (-0.27100062370300293) | > avg_loss_kl: 1.9491106569766998 (+0.09298032522201538) | > avg_loss_feat: 8.149892807006836 (-0.2628297805786133) | > avg_loss_mel: 14.032010793685913 (-0.009919404983520508) | > avg_loss_duration: 1.8101906478404999 (-0.007145941257476807) | > avg_loss_1: 28.691359519958496 (-0.4579167366027832)  > EPOCH: 326/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 23:00:23)   --> TIME: 2025-05-10 23:00:57 -- STEP: 37/725 -- GLOBAL_STEP: 282250 | > loss_disc: 2.260223388671875 (2.252493136637919) | > loss_disc_real_0: 0.18190103769302368 (0.14644320852853157) | > loss_disc_real_1: 0.19519703090190887 (0.19848305107773961) | > loss_disc_real_2: 0.16222302615642548 (0.1904576050268637) | > loss_disc_real_3: 0.2046930491924286 (0.21254271148024378) | > loss_disc_real_4: 0.20882360637187958 (0.19943099287716118) | > loss_disc_real_5: 0.22300705313682556 (0.21180737219952248) | > loss_0: 2.260223388671875 (2.252493136637919) | > grad_norm_0: tensor(36.2863, device='cuda:0') (tensor(24.3493, device='cuda:0')) | > loss_gen: 2.6039443016052246 (2.720651504155752) | > loss_kl: 1.5978496074676514 (1.7058535202129468) | > loss_feat: 7.563290596008301 (7.965238004117398) | > loss_mel: 12.459067344665527 (12.943731101783547) | > loss_duration: 1.6679344177246094 (1.6733623356432528) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.892087936401367 (27.008836488466006) | > grad_norm_1: tensor(511.3954, device='cuda:0') (tensor(438.4093, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.841 (0.848319556262042) | > loader_time: 0.0099 (0.010145219596656593)  --> TIME: 2025-05-10 23:01:40 -- STEP: 87/725 -- GLOBAL_STEP: 282300 | > loss_disc: 2.0857298374176025 (2.2168597325511366) | > loss_disc_real_0: 0.1138344258069992 (0.13949098086905204) | > loss_disc_real_1: 0.1929672658443451 (0.19359778809821473) | > loss_disc_real_2: 0.1798536628484726 (0.1886755159531517) | > loss_disc_real_3: 0.16727836430072784 (0.20879590185894364) | > loss_disc_real_4: 0.1881391704082489 (0.19731397687018604) | > loss_disc_real_5: 0.20541009306907654 (0.2064847999263083) | > loss_0: 2.0857298374176025 (2.2168597325511366) | > grad_norm_0: tensor(12.0918, device='cuda:0') (tensor(21.9871, device='cuda:0')) | > loss_gen: 2.798293352127075 (2.741457985735488) | > loss_kl: 1.6974126100540161 (1.7034958176229191) | > loss_feat: 8.597997665405273 (8.142525453677125) | > loss_mel: 13.554277420043945 (13.004997132838458) | > loss_duration: 1.6451382637023926 (1.6737792902979358) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.293119430541992 (27.266255608920392) | > grad_norm_1: tensor(134.2983, device='cuda:0') (tensor(423.6756, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8284 (0.8483809849311565) | > loader_time: 0.0095 (0.01015869776407877)  --> TIME: 2025-05-10 23:02:23 -- STEP: 137/725 -- GLOBAL_STEP: 282350 | > loss_disc: 2.061307668685913 (2.201231423955764) | > loss_disc_real_0: 0.08246329426765442 (0.13774577278072822) | > loss_disc_real_1: 0.17089532315731049 (0.19170259776776724) | > loss_disc_real_2: 0.15351395308971405 (0.18755854709740105) | > loss_disc_real_3: 0.18259616196155548 (0.20649913562475333) | > loss_disc_real_4: 0.17694000899791718 (0.1967010831963407) | > loss_disc_real_5: 0.21150639653205872 (0.20614746800304323) | > loss_0: 2.061307668685913 (2.201231423955764) | > grad_norm_0: tensor(17.0789, device='cuda:0') (tensor(22.4177, device='cuda:0')) | > loss_gen: 2.7874088287353516 (2.76245711319638) | > loss_kl: 1.7962664365768433 (1.7119408924214161) | > loss_feat: 9.908856391906738 (8.253003127383497) | > loss_mel: 13.684544563293457 (13.049295070397593) | > loss_duration: 1.6644774675369263 (1.6738534687209303) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.841554641723633 (27.45054956422235) | > grad_norm_1: tensor(538.3732, device='cuda:0') (tensor(439.5132, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8244 (0.8495742665590161) | > loader_time: 0.0088 (0.010093318284863097)  --> TIME: 2025-05-10 23:03:07 -- STEP: 187/725 -- GLOBAL_STEP: 282400 | > loss_disc: 2.1348235607147217 (2.2003725837258736) | > loss_disc_real_0: 0.10860417038202286 (0.13729035690984623) | > loss_disc_real_1: 0.18643948435783386 (0.19117335600648977) | > loss_disc_real_2: 0.189019575715065 (0.18776116627741632) | > loss_disc_real_3: 0.1839064508676529 (0.20626525541040358) | > loss_disc_real_4: 0.17783613502979279 (0.1965984300496106) | > loss_disc_real_5: 0.1904558390378952 (0.20561878144103576) | > loss_0: 2.1348235607147217 (2.2003725837258736) | > grad_norm_0: tensor(22.2425, device='cuda:0') (tensor(21.7929, device='cuda:0')) | > loss_gen: 2.8526723384857178 (2.7583184484492023) | > loss_kl: 1.6446129083633423 (1.7179822029276965) | > loss_feat: 9.139937400817871 (8.229111760695353) | > loss_mel: 13.575048446655273 (13.00158287497128) | > loss_duration: 1.6858112812042236 (1.6748707625955184) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.89808464050293 (27.381865955291584) | > grad_norm_1: tensor(688.0641, device='cuda:0') (tensor(428.2056, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8388 (0.8514047242740896) | > loader_time: 0.01 (0.009972198761720702)  --> TIME: 2025-05-10 23:03:50 -- STEP: 237/725 -- GLOBAL_STEP: 282450 | > loss_disc: 2.2464475631713867 (2.2038682362198334) | > loss_disc_real_0: 0.15126733481884003 (0.13789672341653572) | > loss_disc_real_1: 0.20215286314487457 (0.19140660838235785) | > loss_disc_real_2: 0.21052375435829163 (0.18783895155800048) | > loss_disc_real_3: 0.16939878463745117 (0.20613222937040698) | > loss_disc_real_4: 0.20189768075942993 (0.19735116080895754) | > loss_disc_real_5: 0.22892816364765167 (0.20636025668448033) | > loss_0: 2.2464475631713867 (2.2038682362198334) | > grad_norm_0: tensor(38.9494, device='cuda:0') (tensor(21.5570, device='cuda:0')) | > loss_gen: 2.7063374519348145 (2.755560070150513) | > loss_kl: 1.7697898149490356 (1.7258074424437833) | > loss_feat: 7.676429271697998 (8.206832089001615) | > loss_mel: 12.839707374572754 (12.962615813887071) | > loss_duration: 1.6567773818969727 (1.6740482275999045) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.64904022216797 (27.324863570651928) | > grad_norm_1: tensor(560.8522, device='cuda:0') (tensor(417.8754, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8126 (0.8515037715686524) | > loader_time: 0.0092 (0.009964662262156032)  --> TIME: 2025-05-10 23:04:33 -- STEP: 287/725 -- GLOBAL_STEP: 282500 | > loss_disc: 2.0859534740448 (2.1996199212423195) | > loss_disc_real_0: 0.12267058342695236 (0.13725833031462462) | > loss_disc_real_1: 0.20204876363277435 (0.19107497698961656) | > loss_disc_real_2: 0.15481656789779663 (0.18770058665956774) | > loss_disc_real_3: 0.20007376372814178 (0.2058082987726358) | > loss_disc_real_4: 0.18105193972587585 (0.19662698989130475) | > loss_disc_real_5: 0.18321502208709717 (0.2057679577467749) | > loss_0: 2.0859534740448 (2.1996199212423195) | > grad_norm_0: tensor(26.6577, device='cuda:0') (tensor(21.5275, device='cuda:0')) | > loss_gen: 2.883075714111328 (2.7602553533760106) | > loss_kl: 1.6811964511871338 (1.7219157617681948) | > loss_feat: 9.764328002929688 (8.225864031588989) | > loss_mel: 14.358905792236328 (12.994848151655564) | > loss_duration: 1.6908655166625977 (1.6738719487439462) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.378372192382812 (27.37675517942848) | > grad_norm_1: tensor(489.7634, device='cuda:0') (tensor(420.9670, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8052 (0.8498119834408112) | > loader_time: 0.0122 (0.009899087068511213)  --> TIME: 2025-05-10 23:05:16 -- STEP: 337/725 -- GLOBAL_STEP: 282550 | > loss_disc: 2.251953601837158 (2.1972151920420493) | > loss_disc_real_0: 0.21611067652702332 (0.13758181784998422) | > loss_disc_real_1: 0.2209816873073578 (0.19075489393504516) | > loss_disc_real_2: 0.17170077562332153 (0.18756285000271905) | > loss_disc_real_3: 0.22412006556987762 (0.20512773529888972) | > loss_disc_real_4: 0.22249899804592133 (0.19693515107079854) | > loss_disc_real_5: 0.24054130911827087 (0.20573473723953484) | > loss_0: 2.251953601837158 (2.1972151920420493) | > grad_norm_0: tensor(44.2913, device='cuda:0') (tensor(21.6770, device='cuda:0')) | > loss_gen: 2.8499269485473633 (2.769170486608671) | > loss_kl: 1.83755362033844 (1.7186513668705519) | > loss_feat: 8.593811988830566 (8.255729119218769) | > loss_mel: 14.47883129119873 (13.01085030077473) | > loss_duration: 1.6476759910583496 (1.6730605123304825) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.407800674438477 (27.427461726021708) | > grad_norm_1: tensor(555.2400, device='cuda:0') (tensor(421.9910, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8613 (0.8494259172094328) | > loader_time: 0.0107 (0.009916202958330558)  --> TIME: 2025-05-10 23:05:59 -- STEP: 387/725 -- GLOBAL_STEP: 282600 | > loss_disc: 2.2194912433624268 (2.1994267082953654) | > loss_disc_real_0: 0.15026049315929413 (0.13802782871618452) | > loss_disc_real_1: 0.16272126138210297 (0.19094066225589099) | > loss_disc_real_2: 0.17233197391033173 (0.1882895569314637) | > loss_disc_real_3: 0.22289679944515228 (0.20503272905522235) | > loss_disc_real_4: 0.19092288613319397 (0.19655830746165234) | > loss_disc_real_5: 0.21998588740825653 (0.2057463685363454) | > loss_0: 2.2194912433624268 (2.1994267082953654) | > grad_norm_0: tensor(13.0868, device='cuda:0') (tensor(21.6216, device='cuda:0')) | > loss_gen: 2.695500612258911 (2.7649525363932) | > loss_kl: 1.5120548009872437 (1.7170049380270394) | > loss_feat: 8.070302963256836 (8.240097234415446) | > loss_mel: 12.772163391113281 (13.016012144951242) | > loss_duration: 1.7446279525756836 (1.6732047442009899) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.79465103149414 (27.41127154623816) | > grad_norm_1: tensor(292.1960, device='cuda:0') (tensor(414.6396, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8807 (0.8490685443237462) | > loader_time: 0.0094 (0.009908119837443044)  --> TIME: 2025-05-10 23:06:42 -- STEP: 437/725 -- GLOBAL_STEP: 282650 | > loss_disc: 2.273102045059204 (2.1984099179710905) | > loss_disc_real_0: 0.15607382357120514 (0.13813865980990153) | > loss_disc_real_1: 0.16795456409454346 (0.1904901177100241) | > loss_disc_real_2: 0.18783311545848846 (0.1880085177770742) | > loss_disc_real_3: 0.20669710636138916 (0.20483012575852247) | > loss_disc_real_4: 0.20490561425685883 (0.19644279876890117) | > loss_disc_real_5: 0.20637263357639313 (0.2061256515693337) | > loss_0: 2.273102045059204 (2.1984099179710905) | > grad_norm_0: tensor(22.1642, device='cuda:0') (tensor(21.7953, device='cuda:0')) | > loss_gen: 2.6574087142944336 (2.768352947737043) | > loss_kl: 1.6014348268508911 (1.7148312000169907) | > loss_feat: 7.8491621017456055 (8.261549555737025) | > loss_mel: 12.551788330078125 (13.043280863379996) | > loss_duration: 1.6334342956542969 (1.6731333148834089) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.293228149414062 (27.461147849565247) | > grad_norm_1: tensor(225.8742, device='cuda:0') (tensor(412.9922, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8808 (0.8482367392262823) | > loader_time: 0.0095 (0.00990559852914353)  --> TIME: 2025-05-10 23:07:25 -- STEP: 487/725 -- GLOBAL_STEP: 282700 | > loss_disc: 2.1618635654449463 (2.1991564272855104) | > loss_disc_real_0: 0.10827700793743134 (0.13820284537710945) | > loss_disc_real_1: 0.1907203197479248 (0.19040872643126117) | > loss_disc_real_2: 0.1798861175775528 (0.1882179818236608) | > loss_disc_real_3: 0.18740922212600708 (0.2047000380512136) | > loss_disc_real_4: 0.21188533306121826 (0.1963891325790045) | > loss_disc_real_5: 0.1746664047241211 (0.20620230510371912) | > loss_0: 2.1618635654449463 (2.1991564272855104) | > grad_norm_0: tensor(31.4835, device='cuda:0') (tensor(21.6850, device='cuda:0')) | > loss_gen: 2.8960981369018555 (2.7647474541556436) | > loss_kl: 1.6899429559707642 (1.7139409765815343) | > loss_feat: 8.720991134643555 (8.248910118666993) | > loss_mel: 13.461790084838867 (13.03307135149194) | > loss_duration: 1.6545499563217163 (1.6737714797809138) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.423372268676758 (27.43444136868268) | > grad_norm_1: tensor(407.4201, device='cuda:0') (tensor(408.6556, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.816 (0.8477597520581506) | > loader_time: 0.009 (0.00994223686703912)  --> TIME: 2025-05-10 23:08:08 -- STEP: 537/725 -- GLOBAL_STEP: 282750 | > loss_disc: 2.4008584022521973 (2.2011699148174557) | > loss_disc_real_0: 0.18074364960193634 (0.13809475721704678) | > loss_disc_real_1: 0.22754903137683868 (0.19060849685575715) | > loss_disc_real_2: 0.20737597346305847 (0.18851809811325718) | > loss_disc_real_3: 0.2156102955341339 (0.20478943786696574) | > loss_disc_real_4: 0.2184356451034546 (0.1968090712913144) | > loss_disc_real_5: 0.2039957195520401 (0.20631855110216407) | > loss_0: 2.4008584022521973 (2.2011699148174557) | > grad_norm_0: tensor(27.3978, device='cuda:0') (tensor(21.6991, device='cuda:0')) | > loss_gen: 2.5083303451538086 (2.7637418342036257) | > loss_kl: 1.8317511081695557 (1.7165636547894896) | > loss_feat: 6.555487632751465 (8.246353037530472) | > loss_mel: 10.70297622680664 (13.033206632461408) | > loss_duration: 1.689444661140442 (1.6744025905705033) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.28799057006836 (27.434267761543047) | > grad_norm_1: tensor(514.6473, device='cuda:0') (tensor(410.7708, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.83 (0.8479244043041207) | > loader_time: 0.0092 (0.009946888829520746)  --> TIME: 2025-05-10 23:08:51 -- STEP: 587/725 -- GLOBAL_STEP: 282800 | > loss_disc: 2.0632266998291016 (2.202523244097449) | > loss_disc_real_0: 0.1088968962430954 (0.1385687403190481) | > loss_disc_real_1: 0.2092721313238144 (0.19068204709273184) | > loss_disc_real_2: 0.17063504457473755 (0.1884616739045214) | > loss_disc_real_3: 0.2149057537317276 (0.20471760653454354) | > loss_disc_real_4: 0.19199636578559875 (0.19696850851305098) | > loss_disc_real_5: 0.20706702768802643 (0.2064342047936668) | > loss_0: 2.0632266998291016 (2.202523244097449) | > grad_norm_0: tensor(24.8684, device='cuda:0') (tensor(21.9777, device='cuda:0')) | > loss_gen: 3.028517246246338 (2.7650153868446163) | > loss_kl: 1.6475533246994019 (1.7161112554637905) | > loss_feat: 9.710542678833008 (8.24645239490463) | > loss_mel: 14.741087913513184 (13.042214164538931) | > loss_duration: 1.6575291156768799 (1.6739641470641051) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.78523063659668 (27.443757364250338) | > grad_norm_1: tensor(450.4235, device='cuda:0') (tensor(410.2739, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8538 (0.847802059410784) | > loader_time: 0.0109 (0.009949828331474559)  --> TIME: 2025-05-10 23:09:34 -- STEP: 637/725 -- GLOBAL_STEP: 282850 | > loss_disc: 2.1074318885803223 (2.202279480510452) | > loss_disc_real_0: 0.11364654451608658 (0.13836249786325303) | > loss_disc_real_1: 0.18093863129615784 (0.19072595470273518) | > loss_disc_real_2: 0.17632463574409485 (0.1884831442048824) | > loss_disc_real_3: 0.18513469398021698 (0.20461494355130602) | > loss_disc_real_4: 0.16848471760749817 (0.19688454024739313) | > loss_disc_real_5: 0.20192547142505646 (0.20642066123534217) | > loss_0: 2.1074318885803223 (2.202279480510452) | > grad_norm_0: tensor(13.4437, device='cuda:0') (tensor(21.6088, device='cuda:0')) | > loss_gen: 2.840082883834839 (2.762996864842846) | > loss_kl: 1.6644418239593506 (1.7145224455948715) | > loss_feat: 9.329753875732422 (8.243919452655252) | > loss_mel: 13.829925537109375 (13.044212020921938) | > loss_duration: 1.6512980461120605 (1.673834070867422) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.315502166748047 (27.439484882205033) | > grad_norm_1: tensor(115.4184, device='cuda:0') (tensor(403.9502, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8365 (0.8475440832284781) | > loader_time: 0.0093 (0.009965066445678525)  --> TIME: 2025-05-10 23:10:17 -- STEP: 687/725 -- GLOBAL_STEP: 282900 | > loss_disc: 2.3544058799743652 (2.201679164145189) | > loss_disc_real_0: 0.16673871874809265 (0.1380580636026037) | > loss_disc_real_1: 0.19569769501686096 (0.19060715082951507) | > loss_disc_real_2: 0.22630907595157623 (0.18864936454240597) | > loss_disc_real_3: 0.24241110682487488 (0.20464117449790972) | > loss_disc_real_4: 0.2151227593421936 (0.19682011101530456) | > loss_disc_real_5: 0.1943487823009491 (0.20633200158024803) | > loss_0: 2.3544058799743652 (2.201679164145189) | > grad_norm_0: tensor(13.8087, device='cuda:0') (tensor(21.4911, device='cuda:0')) | > loss_gen: 2.531863212585449 (2.764962816516037) | > loss_kl: 1.7313305139541626 (1.7145998245416945) | > loss_feat: 6.976373195648193 (8.254564633015459) | > loss_mel: 10.889177322387695 (13.059971866302273) | > loss_duration: 1.6822335720062256 (1.673909137689738) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.81097984313965 (27.468008316239946) | > grad_norm_1: tensor(384.9430, device='cuda:0') (tensor(402.1969, device='cuda:0')) | > current_lr_0: 0.00019201333437014623 | > current_lr_1: 0.00019201333437014623 | > step_time: 0.8428 (0.8466891808627821) | > loader_time: 0.0106 (0.009962237384468544)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.12138032913208 (2.12138032913208) | > loss_disc_real_0: 0.1324855089187622 (0.1324855089187622) | > loss_disc_real_1: 0.23290131986141205 (0.23290131986141205) | > loss_disc_real_2: 0.16891831159591675 (0.16891831159591675) | > loss_disc_real_3: 0.22642479836940765 (0.22642479836940765) | > loss_disc_real_4: 0.20698966085910797 (0.20698966085910797) | > loss_disc_real_5: 0.22096127271652222 (0.22096127271652222) | > loss_0: 2.12138032913208 (2.12138032913208) | > loss_gen: 3.176934003829956 (3.176934003829956) | > loss_kl: 2.0599381923675537 (2.0599381923675537) | > loss_feat: 10.336095809936523 (10.336095809936523) | > loss_mel: 16.0245361328125 (16.0245361328125) | > loss_duration: 1.7187302112579346 (1.7187302112579346) | > loss_1: 33.31623458862305 (33.31623458862305)  --> STEP: 1 | > loss_disc: 2.216228723526001 (2.216228723526001) | > loss_disc_real_0: 0.15025360882282257 (0.15025360882282257) | > loss_disc_real_1: 0.24237139523029327 (0.24237139523029327) | > loss_disc_real_2: 0.19056463241577148 (0.19056463241577148) | > loss_disc_real_3: 0.20251168310642242 (0.20251168310642242) | > loss_disc_real_4: 0.20708632469177246 (0.20708632469177246) | > loss_disc_real_5: 0.20295344293117523 (0.20295344293117523) | > loss_0: 2.216228723526001 (2.216228723526001) | > loss_gen: 2.826639175415039 (2.826639175415039) | > loss_kl: 2.1007652282714844 (2.1007652282714844) | > loss_feat: 8.143062591552734 (8.143062591552734) | > loss_mel: 13.763052940368652 (13.763052940368652) | > loss_duration: 1.819226861000061 (1.819226861000061) | > loss_1: 28.652748107910156 (28.652748107910156)  --> STEP: 2 | > loss_disc: 2.3034753799438477 (2.2598520517349243) | > loss_disc_real_0: 0.1654810756444931 (0.15786734223365784) | > loss_disc_real_1: 0.2778226435184479 (0.2600970193743706) | > loss_disc_real_2: 0.1902177780866623 (0.1903912052512169) | > loss_disc_real_3: 0.21101149916648865 (0.20676159113645554) | > loss_disc_real_4: 0.22087863087654114 (0.2139824777841568) | > loss_disc_real_5: 0.20276755094528198 (0.2028604969382286) | > loss_0: 2.3034753799438477 (2.2598520517349243) | > loss_gen: 2.7890963554382324 (2.8078677654266357) | > loss_kl: 1.8071911334991455 (1.953978180885315) | > loss_feat: 7.453850269317627 (7.798456430435181) | > loss_mel: 13.192155838012695 (13.477604389190674) | > loss_duration: 1.8591976165771484 (1.8392122387886047) | > loss_1: 27.101491928100586 (27.87712001800537)  --> STEP: 3 | > loss_disc: 2.303349494934082 (2.274351199467977) | > loss_disc_real_0: 0.17450015246868134 (0.163411612311999) | > loss_disc_real_1: 0.2677042782306671 (0.2626327723264694) | > loss_disc_real_2: 0.17969205975532532 (0.18682482341925302) | > loss_disc_real_3: 0.22550716996192932 (0.21301011741161346) | > loss_disc_real_4: 0.20527981221675873 (0.21108158926169077) | > loss_disc_real_5: 0.19911880791187286 (0.2016132672627767) | > loss_0: 2.303349494934082 (2.274351199467977) | > loss_gen: 2.737820863723755 (2.7845187981923423) | > loss_kl: 1.9394038915634155 (1.9491200844446819) | > loss_feat: 7.379090309143066 (7.6586677233378095) | > loss_mel: 12.584925651550293 (13.180044809977213) | > loss_duration: 1.8260509967803955 (1.8348251581192017) | > loss_1: 26.46729278564453 (27.407177607218426)  --> STEP: 4 | > loss_disc: 2.3165252208709717 (2.2848947048187256) | > loss_disc_real_0: 0.15665452182292938 (0.1617223396897316) | > loss_disc_real_1: 0.2632613182067871 (0.26278990879654884) | > loss_disc_real_2: 0.16923940181732178 (0.18242846801877022) | > loss_disc_real_3: 0.1941300481557846 (0.20829010009765625) | > loss_disc_real_4: 0.2371206134557724 (0.21759134531021118) | > loss_disc_real_5: 0.23943525552749634 (0.2110687643289566) | > loss_0: 2.3165252208709717 (2.2848947048187256) | > loss_gen: 2.870460271835327 (2.8060041666030884) | > loss_kl: 1.8936065435409546 (1.93524169921875) | > loss_feat: 8.60211181640625 (7.894528746604919) | > loss_mel: 14.052323341369629 (13.398114442825317) | > loss_duration: 1.7638883590698242 (1.8170909583568573) | > loss_1: 29.182392120361328 (27.85098123550415) --> EVAL PERFORMANCE | > avg_loader_time: 0.28535693883895874 (-0.0004189014434814453) | > avg_loss_disc: 2.2848947048187256 (-0.0535888671875) | > avg_loss_disc_real_0: 0.1617223396897316 (+0.035830626264214516) | > avg_loss_disc_real_1: 0.26278990879654884 (+0.05070280283689499) | > avg_loss_disc_real_2: 0.18242846801877022 (-0.023675236850976944) | > avg_loss_disc_real_3: 0.20829010009765625 (-0.04174654185771942) | > avg_loss_disc_real_4: 0.21759134531021118 (-0.06815578043460846) | > avg_loss_disc_real_5: 0.2110687643289566 (-0.04645346850156784) | > avg_loss_0: 2.2848947048187256 (-0.0535888671875) | > avg_loss_gen: 2.8060041666030884 (+0.055849432945251465) | > avg_loss_kl: 1.93524169921875 (-0.013868957757949829) | > avg_loss_feat: 7.894528746604919 (-0.2553640604019165) | > avg_loss_mel: 13.398114442825317 (-0.6338963508605957) | > avg_loss_duration: 1.8170909583568573 (+0.006900310516357422) | > avg_loss_1: 27.85098123550415 (-0.8403782844543457)  > EPOCH: 327/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 23:10:55)   --> TIME: 2025-05-10 23:11:08 -- STEP: 12/725 -- GLOBAL_STEP: 282950 | > loss_disc: 2.306832790374756 (2.190975844860077) | > loss_disc_real_0: 0.11618182808160782 (0.12966491219898066) | > loss_disc_real_1: 0.22399215400218964 (0.19600591187675795) | > loss_disc_real_2: 0.20786568522453308 (0.19289706895748773) | > loss_disc_real_3: 0.19267690181732178 (0.20212755724787712) | > loss_disc_real_4: 0.236436128616333 (0.19892812644441923) | > loss_disc_real_5: 0.21153131127357483 (0.20728620141744614) | > loss_0: 2.306832790374756 (2.190975844860077) | > grad_norm_0: tensor(14.8098, device='cuda:0') (tensor(20.4375, device='cuda:0')) | > loss_gen: 2.654614210128784 (2.8276751240094504) | > loss_kl: 1.6787612438201904 (1.7601200838883717) | > loss_feat: 7.703291893005371 (8.442766745885214) | > loss_mel: 13.492527961730957 (13.726229667663574) | > loss_duration: 1.7094166278839111 (1.6713667114575703) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.238611221313477 (28.428158283233643) | > grad_norm_1: tensor(390.5003, device='cuda:0') (tensor(446.0087, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8388 (0.8351616660753886) | > loader_time: 0.0091 (0.010095139344533285)  --> TIME: 2025-05-10 23:11:51 -- STEP: 62/725 -- GLOBAL_STEP: 283000 | > loss_disc: 2.2231638431549072 (2.2173190828292606) | > loss_disc_real_0: 0.11158076673746109 (0.13948947647886897) | > loss_disc_real_1: 0.1843176931142807 (0.1930493236549439) | > loss_disc_real_2: 0.15714098513126373 (0.1894024980645026) | > loss_disc_real_3: 0.1719818115234375 (0.204968974715279) | > loss_disc_real_4: 0.16252107918262482 (0.19841954881145107) | > loss_disc_real_5: 0.16178098320960999 (0.20544864501683943) | > loss_0: 2.2231638431549072 (2.2173190828292606) | > grad_norm_0: tensor(18.5540, device='cuda:0') (tensor(23.2141, device='cuda:0')) | > loss_gen: 2.7646541595458984 (2.773436792435185) | > loss_kl: 1.6401276588439941 (1.7281742019038047) | > loss_feat: 8.546167373657227 (8.290739451685262) | > loss_mel: 12.507224082946777 (13.184487881199006) | > loss_duration: 1.734458088874817 (1.6689503538993098) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.1926326751709 (27.645788438858524) | > grad_norm_1: tensor(562.9470, device='cuda:0') (tensor(414.9166, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8466 (0.8525158166885376) | > loader_time: 0.0094 (0.010441145589274744) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_283000.pth  --> TIME: 2025-05-10 23:12:38 -- STEP: 112/725 -- GLOBAL_STEP: 283050 | > loss_disc: 2.1136038303375244 (2.2085784812058717) | > loss_disc_real_0: 0.12257148325443268 (0.13882550351055606) | > loss_disc_real_1: 0.20061278343200684 (0.19100064478282416) | > loss_disc_real_2: 0.19920621812343597 (0.18800423613616404) | > loss_disc_real_3: 0.18580392003059387 (0.2064634823639478) | > loss_disc_real_4: 0.21279913187026978 (0.19679488388023206) | > loss_disc_real_5: 0.1792278289794922 (0.20533099664109086) | > loss_0: 2.1136038303375244 (2.2085784812058717) | > grad_norm_0: tensor(9.4369, device='cuda:0') (tensor(22.4228, device='cuda:0')) | > loss_gen: 2.978433847427368 (2.773091228944914) | > loss_kl: 1.7490265369415283 (1.7183608657547407) | > loss_feat: 8.654003143310547 (8.306304488863265) | > loss_mel: 13.908886909484863 (13.212311548846108) | > loss_duration: 1.6634790897369385 (1.6737413448946816) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.953828811645508 (27.683809331485204) | > grad_norm_1: tensor(254.1347, device='cuda:0') (tensor(418.2505, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8304 (0.8537440427712032) | > loader_time: 0.0094 (0.010533535054751806)  --> TIME: 2025-05-10 23:13:21 -- STEP: 162/725 -- GLOBAL_STEP: 283100 | > loss_disc: 2.169123649597168 (2.2006133551950806) | > loss_disc_real_0: 0.13216334581375122 (0.1379032807401669) | > loss_disc_real_1: 0.1716504991054535 (0.18987996030000992) | > loss_disc_real_2: 0.19244351983070374 (0.1887874372395469) | > loss_disc_real_3: 0.17313390970230103 (0.2055366372252688) | > loss_disc_real_4: 0.16613759100437164 (0.19579812194462176) | > loss_disc_real_5: 0.195945143699646 (0.2050053725639978) | > loss_0: 2.169123649597168 (2.2006133551950806) | > grad_norm_0: tensor(15.4778, device='cuda:0') (tensor(21.6312, device='cuda:0')) | > loss_gen: 2.707475185394287 (2.778172335506957) | > loss_kl: 1.641029953956604 (1.7245832711090283) | > loss_feat: 8.910117149353027 (8.377890504436728) | > loss_mel: 14.635793685913086 (13.263067092424558) | > loss_duration: 1.6184182167053223 (1.6732680768142516) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.512834548950195 (27.81698120964898) | > grad_norm_1: tensor(523.4701, device='cuda:0') (tensor(413.7795, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8326 (0.8513070639268852) | > loader_time: 0.0097 (0.010293368940000184)  --> TIME: 2025-05-10 23:14:04 -- STEP: 212/725 -- GLOBAL_STEP: 283150 | > loss_disc: 2.148617744445801 (2.2065744062639627) | > loss_disc_real_0: 0.11814408004283905 (0.13921104680817076) | > loss_disc_real_1: 0.15696968138217926 (0.1902797644571313) | > loss_disc_real_2: 0.19161087274551392 (0.1894452051031141) | > loss_disc_real_3: 0.23102721571922302 (0.2054901212313265) | > loss_disc_real_4: 0.20847056806087494 (0.19638757569328794) | > loss_disc_real_5: 0.20380756258964539 (0.20544849504839693) | > loss_0: 2.148617744445801 (2.2065744062639627) | > grad_norm_0: tensor(22.0360, device='cuda:0') (tensor(21.4466, device='cuda:0')) | > loss_gen: 2.8173611164093018 (2.769329246485008) | > loss_kl: 1.6871278285980225 (1.7244675063861996) | > loss_feat: 9.398232460021973 (8.322893381118774) | > loss_mel: 13.848821640014648 (13.192429232147505) | > loss_duration: 1.6769626140594482 (1.6743422932219958) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.428504943847656 (27.683461612125612) | > grad_norm_1: tensor(543.6653, device='cuda:0') (tensor(405.2210, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8369 (0.8528163523044227) | > loader_time: 0.0105 (0.010302387318521181)  --> TIME: 2025-05-10 23:14:47 -- STEP: 262/725 -- GLOBAL_STEP: 283200 | > loss_disc: 2.2016782760620117 (2.208691802643637) | > loss_disc_real_0: 0.11308137327432632 (0.13906940069931154) | > loss_disc_real_1: 0.21308773756027222 (0.190565338571563) | > loss_disc_real_2: 0.205340176820755 (0.18928851909537361) | > loss_disc_real_3: 0.19228671491146088 (0.20546515940027382) | > loss_disc_real_4: 0.18129347264766693 (0.19634745048202631) | > loss_disc_real_5: 0.21649904549121857 (0.2056398529360312) | > loss_0: 2.2016782760620117 (2.208691802643637) | > grad_norm_0: tensor(18.3007, device='cuda:0') (tensor(20.9489, device='cuda:0')) | > loss_gen: 2.759516716003418 (2.7606974976663365) | > loss_kl: 1.7426632642745972 (1.7202350961343027) | > loss_feat: 8.064697265625 (8.272722278842487) | > loss_mel: 12.546737670898438 (13.112872465876222) | > loss_duration: 1.671398401260376 (1.6752284323896163) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.785015106201172 (27.541755734509184) | > grad_norm_1: tensor(427.8881, device='cuda:0') (tensor(400.7530, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8863 (0.8506815151403878) | > loader_time: 0.0106 (0.01024724508969839)  --> TIME: 2025-05-10 23:15:30 -- STEP: 312/725 -- GLOBAL_STEP: 283250 | > loss_disc: 2.2351062297821045 (2.207046777774124) | > loss_disc_real_0: 0.1146044209599495 (0.13889265058036798) | > loss_disc_real_1: 0.18320024013519287 (0.19015897528674364) | > loss_disc_real_2: 0.17693372070789337 (0.1891370198856562) | > loss_disc_real_3: 0.2305377721786499 (0.20544891794904688) | > loss_disc_real_4: 0.1883789449930191 (0.19609225861346116) | > loss_disc_real_5: 0.19491226971149445 (0.2060002200305461) | > loss_0: 2.2351062297821045 (2.207046777774124) | > grad_norm_0: tensor(24.4654, device='cuda:0') (tensor(21.0578, device='cuda:0')) | > loss_gen: 2.5707876682281494 (2.7600087064963126) | > loss_kl: 1.7628432512283325 (1.7155671142614812) | > loss_feat: 7.615122318267822 (8.263004947931336) | > loss_mel: 12.089746475219727 (13.09433921483847) | > loss_duration: 1.671621561050415 (1.674336585096824) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.710121154785156 (27.507256562893208) | > grad_norm_1: tensor(513.4684, device='cuda:0') (tensor(401.1770, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8441 (0.8501524497301148) | > loader_time: 0.01 (0.010213978015459507)  --> TIME: 2025-05-10 23:16:14 -- STEP: 362/725 -- GLOBAL_STEP: 283300 | > loss_disc: 2.135566473007202 (2.2067122011553506) | > loss_disc_real_0: 0.14691416919231415 (0.13851661494423664) | > loss_disc_real_1: 0.17599356174468994 (0.18985820849791415) | > loss_disc_real_2: 0.20207886397838593 (0.18906728013609003) | > loss_disc_real_3: 0.19940081238746643 (0.20552854252289676) | > loss_disc_real_4: 0.20093248784542084 (0.19618925802121512) | > loss_disc_real_5: 0.2090858817100525 (0.20654756020116535) | > loss_0: 2.135566473007202 (2.2067122011553506) | > grad_norm_0: tensor(15.7968, device='cuda:0') (tensor(20.9392, device='cuda:0')) | > loss_gen: 2.8448050022125244 (2.7568261656313306) | > loss_kl: 1.8267985582351685 (1.711102946357833) | > loss_feat: 9.23354434967041 (8.258595321718495) | > loss_mel: 14.209643363952637 (13.066875929331914) | > loss_duration: 1.6114959716796875 (1.6740792070963106) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.726285934448242 (27.467479568818657) | > grad_norm_1: tensor(311.5497, device='cuda:0') (tensor(398.2074, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8582 (0.8507742018989435) | > loader_time: 0.0103 (0.010178627230185837)  --> TIME: 2025-05-10 23:16:57 -- STEP: 412/725 -- GLOBAL_STEP: 283350 | > loss_disc: 2.2498855590820312 (2.2074564568047372) | > loss_disc_real_0: 0.1550179123878479 (0.13884513899322276) | > loss_disc_real_1: 0.19409097731113434 (0.19001473309200945) | > loss_disc_real_2: 0.20523785054683685 (0.18877555824165212) | > loss_disc_real_3: 0.2029908448457718 (0.20547641773970385) | > loss_disc_real_4: 0.1883087456226349 (0.19633990721505828) | > loss_disc_real_5: 0.20649440586566925 (0.2065264445196077) | > loss_0: 2.2498855590820312 (2.2074564568047372) | > grad_norm_0: tensor(17.2946, device='cuda:0') (tensor(20.7281, device='cuda:0')) | > loss_gen: 2.755894184112549 (2.7540045195412857) | > loss_kl: 1.5786043405532837 (1.709761239371254) | > loss_feat: 8.379019737243652 (8.235846872468596) | > loss_mel: 12.926032066345215 (13.039126974865074) | > loss_duration: 1.685922622680664 (1.6746513458710273) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.325471878051758 (27.41339097439664) | > grad_norm_1: tensor(157.2024, device='cuda:0') (tensor(391.3080, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8696 (0.8507259383942316) | > loader_time: 0.0094 (0.010168489321921638)  --> TIME: 2025-05-10 23:17:40 -- STEP: 462/725 -- GLOBAL_STEP: 283400 | > loss_disc: 2.119309425354004 (2.2057176740654607) | > loss_disc_real_0: 0.176742285490036 (0.13872333296707698) | > loss_disc_real_1: 0.1892622858285904 (0.18987037518839817) | > loss_disc_real_2: 0.1799229383468628 (0.18858781973004862) | > loss_disc_real_3: 0.2004632204771042 (0.20532097954512676) | > loss_disc_real_4: 0.16434751451015472 (0.19628648198657228) | > loss_disc_real_5: 0.20954082906246185 (0.20634681992716597) | > loss_0: 2.119309425354004 (2.2057176740654607) | > grad_norm_0: tensor(25.2310, device='cuda:0') (tensor(20.7961, device='cuda:0')) | > loss_gen: 2.9183907508850098 (2.758552412966112) | > loss_kl: 1.6162279844284058 (1.710925642288093) | > loss_feat: 8.196357727050781 (8.256905851942125) | > loss_mel: 13.566672325134277 (13.052392115324608) | > loss_duration: 1.7208400964736938 (1.6746133320775383) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.01848793029785 (27.453389382465577) | > grad_norm_1: tensor(589.5920, device='cuda:0') (tensor(391.9881, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.7961 (0.8502781066027554) | > loader_time: 0.0097 (0.010148081944618392)  --> TIME: 2025-05-10 23:18:23 -- STEP: 512/725 -- GLOBAL_STEP: 283450 | > loss_disc: 2.1748087406158447 (2.205287042073904) | > loss_disc_real_0: 0.12185804545879364 (0.13883888117561582) | > loss_disc_real_1: 0.18377165496349335 (0.189870039379457) | > loss_disc_real_2: 0.17705121636390686 (0.18870134232565766) | > loss_disc_real_3: 0.19171306490898132 (0.20538363180821764) | > loss_disc_real_4: 0.17178840935230255 (0.19619040878023958) | > loss_disc_real_5: 0.20286297798156738 (0.20591823439463036) | > loss_0: 2.1748087406158447 (2.205287042073904) | > grad_norm_0: tensor(15.6106, device='cuda:0') (tensor(21.0887, device='cuda:0')) | > loss_gen: 2.653347969055176 (2.7605129783041766) | > loss_kl: 1.8636516332626343 (1.7136712509673093) | > loss_feat: 8.540616989135742 (8.255101546645164) | > loss_mel: 13.425788879394531 (13.06351879425347) | > loss_duration: 1.6320195198059082 (1.6753363339230418) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.11542510986328 (27.46814090013504) | > grad_norm_1: tensor(453.0744, device='cuda:0') (tensor(397.5402, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8491 (0.8497498803772031) | > loader_time: 0.0105 (0.01013475749641657)  --> TIME: 2025-05-10 23:19:06 -- STEP: 562/725 -- GLOBAL_STEP: 283500 | > loss_disc: 2.244142770767212 (2.204978138526562) | > loss_disc_real_0: 0.11550822854042053 (0.13846949338117526) | > loss_disc_real_1: 0.19752508401870728 (0.19007517742092497) | > loss_disc_real_2: 0.18462195992469788 (0.1888035334302013) | > loss_disc_real_3: 0.20360895991325378 (0.20520816825568894) | > loss_disc_real_4: 0.18454758822917938 (0.19607412992741294) | > loss_disc_real_5: 0.19955171644687653 (0.20606419706577928) | > loss_0: 2.244142770767212 (2.204978138526562) | > grad_norm_0: tensor(8.2278, device='cuda:0') (tensor(21.1598, device='cuda:0')) | > loss_gen: 2.701477289199829 (2.7614288041600132) | > loss_kl: 1.583794116973877 (1.7142548739273777) | > loss_feat: 8.525073051452637 (8.25621403833301) | > loss_mel: 12.621268272399902 (13.064253163931635) | > loss_duration: 1.6368744373321533 (1.6753156166059688) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.06848907470703 (27.471466498867056) | > grad_norm_1: tensor(288.3516, device='cuda:0') (tensor(400.4386, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8951 (0.8490336272215928) | > loader_time: 0.0095 (0.010086289504244658)  --> TIME: 2025-05-10 23:19:49 -- STEP: 612/725 -- GLOBAL_STEP: 283550 | > loss_disc: 2.3848347663879395 (2.205034623348632) | > loss_disc_real_0: 0.1633501499891281 (0.13840373007738896) | > loss_disc_real_1: 0.20531558990478516 (0.1901369170571854) | > loss_disc_real_2: 0.2049800604581833 (0.18888143352628528) | > loss_disc_real_3: 0.20189404487609863 (0.20519797421163977) | > loss_disc_real_4: 0.24885012209415436 (0.19617092453576385) | > loss_disc_real_5: 0.19183629751205444 (0.2059714645147323) | > loss_0: 2.3848347663879395 (2.205034623348632) | > grad_norm_0: tensor(15.5266, device='cuda:0') (tensor(21.2180, device='cuda:0')) | > loss_gen: 2.4885497093200684 (2.7603427736587776) | > loss_kl: 1.81427001953125 (1.715649164190479) | > loss_feat: 7.070440292358398 (8.24898313073551) | > loss_mel: 11.137800216674805 (13.039079873390449) | > loss_duration: 1.5987340211868286 (1.6748482884924396) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.10979461669922 (27.43890324449228) | > grad_norm_1: tensor(424.0276, device='cuda:0') (tensor(407.4703, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8104 (0.8491083258896871) | > loader_time: 0.009 (0.010088544265896665)  --> TIME: 2025-05-10 23:20:32 -- STEP: 662/725 -- GLOBAL_STEP: 283600 | > loss_disc: 2.106915235519409 (2.206141386147349) | > loss_disc_real_0: 0.13589973747730255 (0.13817295731464532) | > loss_disc_real_1: 0.22536928951740265 (0.1903225509871889) | > loss_disc_real_2: 0.18898409605026245 (0.1891279352485592) | > loss_disc_real_3: 0.166381374001503 (0.2054661174960366) | > loss_disc_real_4: 0.19078412652015686 (0.19626745853989513) | > loss_disc_real_5: 0.22292019426822662 (0.20634708267684426) | > loss_0: 2.106915235519409 (2.206141386147349) | > grad_norm_0: tensor(28.8851, device='cuda:0') (tensor(21.1605, device='cuda:0')) | > loss_gen: 2.820420503616333 (2.7594858235102766) | > loss_kl: 1.8455411195755005 (1.7179726578317738) | > loss_feat: 8.704652786254883 (8.237135476576238) | > loss_mel: 14.570409774780273 (13.037518903207927) | > loss_duration: 1.6702908277511597 (1.6747286683483067) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.61131477355957 (27.426841519750504) | > grad_norm_1: tensor(569.6208, device='cuda:0') (tensor(409.2827, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.8772 (0.8495324900503245) | > loader_time: 0.0107 (0.010062965381541639)  --> TIME: 2025-05-10 23:21:16 -- STEP: 712/725 -- GLOBAL_STEP: 283650 | > loss_disc: 2.2174041271209717 (2.206536926915136) | > loss_disc_real_0: 0.11341748386621475 (0.13845666650724536) | > loss_disc_real_1: 0.22393955290317535 (0.1904641246067339) | > loss_disc_real_2: 0.20571164786815643 (0.18918931496779554) | > loss_disc_real_3: 0.22244761884212494 (0.20551793294006512) | > loss_disc_real_4: 0.20114144682884216 (0.1961273888774803) | > loss_disc_real_5: 0.19166706502437592 (0.2062312459175506) | > loss_0: 2.2174041271209717 (2.206536926915136) | > grad_norm_0: tensor(20.3879, device='cuda:0') (tensor(21.4118, device='cuda:0')) | > loss_gen: 2.636831521987915 (2.760228998540492) | > loss_kl: 1.581218957901001 (1.7188356004739072) | > loss_feat: 8.728081703186035 (8.238632509547672) | > loss_mel: 13.727086067199707 (13.049571839611184) | > loss_duration: 1.6668529510498047 (1.6743257147877404) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.340070724487305 (27.441594654254704) | > grad_norm_1: tensor(498.7650, device='cuda:0') (tensor(411.9252, device='cuda:0')) | > current_lr_0: 0.00019198933270334994 | > current_lr_1: 0.00019198933270334994 | > step_time: 0.817 (0.8495356798841712) | > loader_time: 0.0093 (0.010050336966353855)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2750327587127686 (2.2750327587127686) | > loss_disc_real_0: 0.14298972487449646 (0.14298972487449646) | > loss_disc_real_1: 0.21607452630996704 (0.21607452630996704) | > loss_disc_real_2: 0.24764563143253326 (0.24764563143253326) | > loss_disc_real_3: 0.1892051249742508 (0.1892051249742508) | > loss_disc_real_4: 0.2356448769569397 (0.2356448769569397) | > loss_disc_real_5: 0.2677994668483734 (0.2677994668483734) | > loss_0: 2.2750327587127686 (2.2750327587127686) | > loss_gen: 2.8881959915161133 (2.8881959915161133) | > loss_kl: 2.0299787521362305 (2.0299787521362305) | > loss_feat: 8.038286209106445 (8.038286209106445) | > loss_mel: 13.838871002197266 (13.838871002197266) | > loss_duration: 1.7148654460906982 (1.7148654460906982) | > loss_1: 28.510194778442383 (28.510194778442383)  --> STEP: 1 | > loss_disc: 2.3237764835357666 (2.3237764835357666) | > loss_disc_real_0: 0.1411389857530594 (0.1411389857530594) | > loss_disc_real_1: 0.2252841293811798 (0.2252841293811798) | > loss_disc_real_2: 0.2411424219608307 (0.2411424219608307) | > loss_disc_real_3: 0.19127117097377777 (0.19127117097377777) | > loss_disc_real_4: 0.2515215277671814 (0.2515215277671814) | > loss_disc_real_5: 0.2412572056055069 (0.2412572056055069) | > loss_0: 2.3237764835357666 (2.3237764835357666) | > loss_gen: 2.742696762084961 (2.742696762084961) | > loss_kl: 2.236969470977783 (2.236969470977783) | > loss_feat: 7.55353307723999 (7.55353307723999) | > loss_mel: 13.657201766967773 (13.657201766967773) | > loss_duration: 1.7978315353393555 (1.7978315353393555) | > loss_1: 27.988231658935547 (27.988231658935547)  --> STEP: 2 | > loss_disc: 2.4152941703796387 (2.3695353269577026) | > loss_disc_real_0: 0.17500847578048706 (0.15807373076677322) | > loss_disc_real_1: 0.22110828757286072 (0.22319620847702026) | > loss_disc_real_2: 0.23643702268600464 (0.23878972232341766) | > loss_disc_real_3: 0.20230816304683685 (0.1967896670103073) | > loss_disc_real_4: 0.2306901067495346 (0.241105817258358) | > loss_disc_real_5: 0.23998986184597015 (0.24062353372573853) | > loss_0: 2.4152941703796387 (2.3695353269577026) | > loss_gen: 2.5110058784484863 (2.6268513202667236) | > loss_kl: 1.919222354888916 (2.0780959129333496) | > loss_feat: 6.128616809844971 (6.8410749435424805) | > loss_mel: 10.891295433044434 (12.274248600006104) | > loss_duration: 1.8526793718338013 (1.8252554535865784) | > loss_1: 23.302820205688477 (25.64552593231201)  --> STEP: 3 | > loss_disc: 2.3739452362060547 (2.3710052967071533) | > loss_disc_real_0: 0.1595633327960968 (0.15857026477654776) | > loss_disc_real_1: 0.23240280151367188 (0.2262650728225708) | > loss_disc_real_2: 0.2458379566669464 (0.2411391337712606) | > loss_disc_real_3: 0.18335624039173126 (0.19231185813744864) | > loss_disc_real_4: 0.2111964225769043 (0.23113601903120676) | > loss_disc_real_5: 0.26009124517440796 (0.247112770875295) | > loss_0: 2.3739452362060547 (2.3710052967071533) | > loss_gen: 2.5998198986053467 (2.617840846379598) | > loss_kl: 1.9742051362991333 (2.0434656540552774) | > loss_feat: 6.918178558349609 (6.86677614847819) | > loss_mel: 12.054889678955078 (12.201128959655762) | > loss_duration: 1.8258082866668701 (1.825439731280009) | > loss_1: 25.372900009155273 (25.554650624593098)  --> STEP: 4 | > loss_disc: 2.286663055419922 (2.3499197363853455) | > loss_disc_real_0: 0.12033028900623322 (0.14901027083396912) | > loss_disc_real_1: 0.2028670310974121 (0.22041556239128113) | > loss_disc_real_2: 0.245580792427063 (0.24224954843521118) | > loss_disc_real_3: 0.17058280110359192 (0.18687959387898445) | > loss_disc_real_4: 0.24216316640377045 (0.2338928058743477) | > loss_disc_real_5: 0.25804632902145386 (0.24984616041183472) | > loss_0: 2.286663055419922 (2.3499197363853455) | > loss_gen: 2.6854522228240967 (2.6347436904907227) | > loss_kl: 1.9947978258132935 (2.0312986969947815) | > loss_feat: 7.947461128234863 (7.136947393417358) | > loss_mel: 14.435325622558594 (12.75967812538147) | > loss_duration: 1.765831470489502 (1.8105376660823822) | > loss_1: 28.828866958618164 (26.373204708099365) --> EVAL PERFORMANCE | > avg_loader_time: 0.28053224086761475 (-0.004824697971343994) | > avg_loss_disc: 2.3499197363853455 (+0.06502503156661987) | > avg_loss_disc_real_0: 0.14901027083396912 (-0.012712068855762482) | > avg_loss_disc_real_1: 0.22041556239128113 (-0.042374346405267715) | > avg_loss_disc_real_2: 0.24224954843521118 (+0.059821080416440964) | > avg_loss_disc_real_3: 0.18687959387898445 (-0.0214105062186718) | > avg_loss_disc_real_4: 0.2338928058743477 (+0.016301460564136505) | > avg_loss_disc_real_5: 0.24984616041183472 (+0.03877739608287811) | > avg_loss_0: 2.3499197363853455 (+0.06502503156661987) | > avg_loss_gen: 2.6347436904907227 (-0.17126047611236572) | > avg_loss_kl: 2.0312986969947815 (+0.0960569977760315) | > avg_loss_feat: 7.136947393417358 (-0.757581353187561) | > avg_loss_mel: 12.75967812538147 (-0.6384363174438477) | > avg_loss_duration: 1.8105376660823822 (-0.006553292274475098) | > avg_loss_1: 26.373204708099365 (-1.4777765274047852)  > EPOCH: 328/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 23:21:33)   --> TIME: 2025-05-10 23:22:07 -- STEP: 37/725 -- GLOBAL_STEP: 283700 | > loss_disc: 2.120447874069214 (2.2165242530204154) | > loss_disc_real_0: 0.11474214494228363 (0.139242858500094) | > loss_disc_real_1: 0.17922468483448029 (0.19425654532136144) | > loss_disc_real_2: 0.17359955608844757 (0.18566330220248248) | > loss_disc_real_3: 0.15639260411262512 (0.20565289420050545) | > loss_disc_real_4: 0.16874636709690094 (0.1947176549080256) | > loss_disc_real_5: 0.1892925202846527 (0.2104254699236638) | > loss_0: 2.120447874069214 (2.2165242530204154) | > grad_norm_0: tensor(21.5625, device='cuda:0') (tensor(19.6548, device='cuda:0')) | > loss_gen: 2.9036190509796143 (2.72565669626803) | > loss_kl: 1.6856814622879028 (1.7221722925031506) | > loss_feat: 9.662960052490234 (8.069484452943545) | > loss_mel: 13.26477336883545 (12.953533971631849) | > loss_duration: 1.6773258447647095 (1.6711525820397042) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.194360733032227 (27.14200004371437) | > grad_norm_1: tensor(532.4035, device='cuda:0') (tensor(393.9742, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8409 (0.8480484485626221) | > loader_time: 0.0121 (0.010492924097422007)  --> TIME: 2025-05-10 23:22:50 -- STEP: 87/725 -- GLOBAL_STEP: 283750 | > loss_disc: 2.2099852561950684 (2.205286341151972) | > loss_disc_real_0: 0.12522827088832855 (0.1378690009487086) | > loss_disc_real_1: 0.1710270494222641 (0.1917202407601236) | > loss_disc_real_2: 0.1762365996837616 (0.18737032803995857) | > loss_disc_real_3: 0.21062904596328735 (0.20516073566743698) | > loss_disc_real_4: 0.21131670475006104 (0.19407643840230737) | > loss_disc_real_5: 0.2178383618593216 (0.20884135399741688) | > loss_0: 2.2099852561950684 (2.205286341151972) | > grad_norm_0: tensor(16.2789, device='cuda:0') (tensor(19.7079, device='cuda:0')) | > loss_gen: 2.6236326694488525 (2.744597772072102) | > loss_kl: 1.6912990808486938 (1.7226495345433552) | > loss_feat: 8.085773468017578 (8.163338551576116) | > loss_mel: 12.317059516906738 (13.096591215024048) | > loss_duration: 1.648107647895813 (1.671875043847095) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.36587142944336 (27.399052148577812) | > grad_norm_1: tensor(596.2313, device='cuda:0') (tensor(397.4819, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8169 (0.8485983596450981) | > loader_time: 0.0118 (0.010513522159094103)  --> TIME: 2025-05-10 23:23:33 -- STEP: 137/725 -- GLOBAL_STEP: 283800 | > loss_disc: 2.1505353450775146 (2.1944404431503175) | > loss_disc_real_0: 0.1265658587217331 (0.13763076850097547) | > loss_disc_real_1: 0.16064582765102386 (0.19045817765006184) | > loss_disc_real_2: 0.15255610644817352 (0.18643537468283716) | > loss_disc_real_3: 0.2057831585407257 (0.20443733090901897) | > loss_disc_real_4: 0.22997437417507172 (0.19465824624482728) | > loss_disc_real_5: 0.23005111515522003 (0.20597686754526012) | > loss_0: 2.1505353450775146 (2.1944404431503175) | > grad_norm_0: tensor(26.5590, device='cuda:0') (tensor(20.9798, device='cuda:0')) | > loss_gen: 2.7584421634674072 (2.769724031434442) | > loss_kl: 1.559179425239563 (1.7201253906653746) | > loss_feat: 8.458175659179688 (8.280407634094685) | > loss_mel: 12.679154396057129 (13.191749210775333) | > loss_duration: 1.6682286262512207 (1.6741564891634195) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.123180389404297 (27.636162736990155) | > grad_norm_1: tensor(405.7062, device='cuda:0') (tensor(419.3762, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8213 (0.8486945194049473) | > loader_time: 0.0089 (0.010503071067977128)  --> TIME: 2025-05-10 23:24:16 -- STEP: 187/725 -- GLOBAL_STEP: 283850 | > loss_disc: 2.21681547164917 (2.200385307883198) | > loss_disc_real_0: 0.1569756716489792 (0.13935885399101886) | > loss_disc_real_1: 0.17149503529071808 (0.19044479903052827) | > loss_disc_real_2: 0.21553727984428406 (0.18765107267361902) | > loss_disc_real_3: 0.19092369079589844 (0.20473387096336182) | > loss_disc_real_4: 0.2077411711215973 (0.19486691440171736) | > loss_disc_real_5: 0.22378122806549072 (0.20586593967070554) | > loss_0: 2.21681547164917 (2.200385307883198) | > grad_norm_0: tensor(19.5091, device='cuda:0') (tensor(21.3545, device='cuda:0')) | > loss_gen: 2.668241500854492 (2.766517848254525) | > loss_kl: 1.7127759456634521 (1.7190769694068215) | > loss_feat: 8.641436576843262 (8.248001978359122) | > loss_mel: 14.073357582092285 (13.145698139374272) | > loss_duration: 1.6908080577850342 (1.6754872276183757) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.786619186401367 (27.55478217385032) | > grad_norm_1: tensor(430.1157, device='cuda:0') (tensor(415.6612, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8451 (0.848103491380253) | > loader_time: 0.0099 (0.010531699593691905)  --> TIME: 2025-05-10 23:24:59 -- STEP: 237/725 -- GLOBAL_STEP: 283900 | > loss_disc: 2.1997056007385254 (2.2020348094183695) | > loss_disc_real_0: 0.12383285164833069 (0.13931406745176275) | > loss_disc_real_1: 0.2064550369977951 (0.19085284765762614) | > loss_disc_real_2: 0.18520885705947876 (0.18823798528954946) | > loss_disc_real_3: 0.21074071526527405 (0.20426404419579083) | > loss_disc_real_4: 0.21474671363830566 (0.1947364260752996) | > loss_disc_real_5: 0.22069679200649261 (0.2058603271276136) | > loss_0: 2.1997056007385254 (2.2020348094183695) | > grad_norm_0: tensor(13.5611, device='cuda:0') (tensor(20.6163, device='cuda:0')) | > loss_gen: 2.8198769092559814 (2.7599683683129808) | > loss_kl: 1.8341773748397827 (1.7193213555380262) | > loss_feat: 7.517431735992432 (8.219003727667442) | > loss_mel: 12.806982040405273 (13.125018055428937) | > loss_duration: 1.6512999534606934 (1.6754023400037097) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.629770278930664 (27.498713875621682) | > grad_norm_1: tensor(285.4093, device='cuda:0') (tensor(403.3415, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8251 (0.8482159210156791) | > loader_time: 0.0114 (0.010574534975526706)  --> TIME: 2025-05-10 23:25:42 -- STEP: 287/725 -- GLOBAL_STEP: 283950 | > loss_disc: 2.1909027099609375 (2.2088198429200716) | > loss_disc_real_0: 0.11496300250291824 (0.1436350309007675) | > loss_disc_real_1: 0.21785856783390045 (0.19071950610298727) | > loss_disc_real_2: 0.20420250296592712 (0.18846502245926264) | > loss_disc_real_3: 0.19490104913711548 (0.20473281369392043) | > loss_disc_real_4: 0.2247651219367981 (0.1952279025773138) | > loss_disc_real_5: 0.20670939981937408 (0.20644802815615088) | > loss_0: 2.1909027099609375 (2.2088198429200716) | > grad_norm_0: tensor(33.3973, device='cuda:0') (tensor(20.5910, device='cuda:0')) | > loss_gen: 2.9621047973632812 (2.7574871442043825) | > loss_kl: 1.8557718992233276 (1.7148843887375618) | > loss_feat: 8.674714088439941 (8.210100682354968) | > loss_mel: 12.902231216430664 (13.127953984596177) | > loss_duration: 1.6983972787857056 (1.6753119521024749) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.093217849731445 (27.4857382026699) | > grad_norm_1: tensor(689.8417, device='cuda:0') (tensor(395.4533, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.7934 (0.8470479819002051) | > loader_time: 0.0116 (0.01058927894884701)  --> TIME: 2025-05-10 23:26:26 -- STEP: 337/725 -- GLOBAL_STEP: 284000 | > loss_disc: 2.137425422668457 (2.206841225086405) | > loss_disc_real_0: 0.07677846401929855 (0.1426333554686001) | > loss_disc_real_1: 0.1945188194513321 (0.19038698828892464) | > loss_disc_real_2: 0.1738184690475464 (0.18843394274704522) | > loss_disc_real_3: 0.1896274983882904 (0.20437539565633944) | > loss_disc_real_4: 0.20179545879364014 (0.19525203758778834) | > loss_disc_real_5: 0.2010907530784607 (0.20655120869418633) | > loss_0: 2.137425422668457 (2.206841225086405) | > grad_norm_0: tensor(25.5003, device='cuda:0') (tensor(20.7341, device='cuda:0')) | > loss_gen: 2.994265079498291 (2.7644778330884976) | > loss_kl: 1.8092615604400635 (1.7165863407825497) | > loss_feat: 9.277949333190918 (8.238064538123695) | > loss_mel: 14.15679931640625 (13.137077419269694) | > loss_duration: 1.652902603149414 (1.6745251947765176) | > amp_scaler: 256.0 (259.79821958456955) | > loss_1: 29.891178131103516 (27.530731353986162) | > grad_norm_1: tensor(455.8215, device='cuda:0') (tensor(397.4324, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8881 (0.8489490963231209) | > loader_time: 0.0109 (0.01055469498789983) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_284000.pth  --> TIME: 2025-05-10 23:27:11 -- STEP: 387/725 -- GLOBAL_STEP: 284050 | > loss_disc: 2.282600164413452 (2.2073350115955943) | > loss_disc_real_0: 0.1606878936290741 (0.14278639102166946) | > loss_disc_real_1: 0.1971595734357834 (0.19013696281330836) | > loss_disc_real_2: 0.18375585973262787 (0.18851602139090987) | > loss_disc_real_3: 0.2222459316253662 (0.20460270006373252) | > loss_disc_real_4: 0.18912328779697418 (0.19524928815759116) | > loss_disc_real_5: 0.21121717989444733 (0.20674537064493165) | > loss_0: 2.282600164413452 (2.2073350115955943) | > grad_norm_0: tensor(18.3351, device='cuda:0') (tensor(20.4585, device='cuda:0')) | > loss_gen: 2.541959524154663 (2.7591064173429807) | > loss_kl: 1.7691903114318848 (1.7171458119877852) | > loss_feat: 7.530695915222168 (8.22125921323318) | > loss_mel: 12.376121520996094 (13.110762090954061) | > loss_duration: 1.751875638961792 (1.674756685276672) | > amp_scaler: 256.0 (259.30749354005144) | > loss_1: 25.9698429107666 (27.48303024528563) | > grad_norm_1: tensor(299.9097, device='cuda:0') (tensor(387.6251, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8431 (0.8489299091565825) | > loader_time: 0.0124 (0.01057759920756022)  --> TIME: 2025-05-10 23:27:54 -- STEP: 437/725 -- GLOBAL_STEP: 284100 | > loss_disc: 2.03560209274292 (2.2027228939724175) | > loss_disc_real_0: 0.10480322688817978 (0.1418325410179744) | > loss_disc_real_1: 0.17045798897743225 (0.1897280157908149) | > loss_disc_real_2: 0.16662536561489105 (0.18812309256680215) | > loss_disc_real_3: 0.1854812502861023 (0.20443187742675192) | > loss_disc_real_4: 0.1618187576532364 (0.1949748001327776) | > loss_disc_real_5: 0.20000188052654266 (0.20620894343411078) | > loss_0: 2.03560209274292 (2.2027228939724175) | > grad_norm_0: tensor(29.3792, device='cuda:0') (tensor(20.4252, device='cuda:0')) | > loss_gen: 2.962801694869995 (2.7644136126581524) | > loss_kl: 1.775883436203003 (1.7217554666903248) | > loss_feat: 9.30600357055664 (8.240372450455373) | > loss_mel: 14.42358684539795 (13.1098527362745) | > loss_duration: 1.6309378147125244 (1.6746021948362648) | > amp_scaler: 256.0 (258.9290617848969) | > loss_1: 30.099212646484375 (27.51099647155343) | > grad_norm_1: tensor(596.4598, device='cuda:0') (tensor(392.3762, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8877 (0.8483304284530047) | > loader_time: 0.0098 (0.010530708038015825)  --> TIME: 2025-05-10 23:28:37 -- STEP: 487/725 -- GLOBAL_STEP: 284150 | > loss_disc: 2.176283836364746 (2.2056593970841196) | > loss_disc_real_0: 0.15416046977043152 (0.1417628883305762) | > loss_disc_real_1: 0.2006765753030777 (0.1901946183775974) | > loss_disc_real_2: 0.1974083036184311 (0.1886261641000085) | > loss_disc_real_3: 0.20356743037700653 (0.20471295377801818) | > loss_disc_real_4: 0.16864918172359467 (0.19515644858382805) | > loss_disc_real_5: 0.19165019690990448 (0.20634671987571757) | > loss_0: 2.176283836364746 (2.2056593970841196) | > grad_norm_0: tensor(21.3776, device='cuda:0') (tensor(20.5300, device='cuda:0')) | > loss_gen: 2.7342052459716797 (2.7626665975034106) | > loss_kl: 1.945341944694519 (1.7244503346311968) | > loss_feat: 8.644594192504883 (8.225689553137435) | > loss_mel: 13.901507377624512 (13.102274730220229) | > loss_duration: 1.6704181432724 (1.6752680246345315) | > amp_scaler: 256.0 (258.6283367556465) | > loss_1: 28.896066665649414 (27.490349242819413) | > grad_norm_1: tensor(306.5701, device='cuda:0') (tensor(395.4964, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8124 (0.8484105946346965) | > loader_time: 0.0092 (0.01051671157382597)  --> TIME: 2025-05-10 23:29:21 -- STEP: 537/725 -- GLOBAL_STEP: 284200 | > loss_disc: 2.126667022705078 (2.2038258633800045) | > loss_disc_real_0: 0.13586416840553284 (0.14139590130726948) | > loss_disc_real_1: 0.19123217463493347 (0.1901702206006041) | > loss_disc_real_2: 0.17569148540496826 (0.18842783931025353) | > loss_disc_real_3: 0.231413796544075 (0.2046727315840108) | > loss_disc_real_4: 0.1989295780658722 (0.19487822050266868) | > loss_disc_real_5: 0.1874949336051941 (0.20625542889538198) | > loss_0: 2.126667022705078 (2.2038258633800045) | > grad_norm_0: tensor(14.9153, device='cuda:0') (tensor(20.5575, device='cuda:0')) | > loss_gen: 2.878990411758423 (2.765625880861193) | > loss_kl: 1.6802408695220947 (1.724911630264651) | > loss_feat: 9.340234756469727 (8.242675160562525) | > loss_mel: 14.071244239807129 (13.12096725051852) | > loss_duration: 1.711472988128662 (1.6758854284854794) | > amp_scaler: 256.0 (258.38361266294197) | > loss_1: 29.68218421936035 (27.530065334043023) | > grad_norm_1: tensor(370.7622, device='cuda:0') (tensor(395.5374, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8686 (0.848336177609264) | > loader_time: 0.0092 (0.010455082248709054)  --> TIME: 2025-05-10 23:30:04 -- STEP: 587/725 -- GLOBAL_STEP: 284250 | > loss_disc: 2.2127435207366943 (2.2040098694357795) | > loss_disc_real_0: 0.121489517390728 (0.14113475038357454) | > loss_disc_real_1: 0.1688845306634903 (0.19013073989642337) | > loss_disc_real_2: 0.20404356718063354 (0.18844655211983172) | > loss_disc_real_3: 0.22312457859516144 (0.2046358772701055) | > loss_disc_real_4: 0.18245968222618103 (0.19497405358128492) | > loss_disc_real_5: 0.25158506631851196 (0.20636923507084431) | > loss_0: 2.2127435207366943 (2.2040098694357795) | > grad_norm_0: tensor(15.0173, device='cuda:0') (tensor(20.5673, device='cuda:0')) | > loss_gen: 2.980804204940796 (2.766953152326748) | > loss_kl: 1.8804874420166016 (1.724429450814931) | > loss_feat: 8.624439239501953 (8.248956007689388) | > loss_mel: 13.576824188232422 (13.12379174338086) | > loss_duration: 1.6585044860839844 (1.6756799135744267) | > amp_scaler: 256.0 (258.180579216354) | > loss_1: 28.721059799194336 (27.539810252149017) | > grad_norm_1: tensor(482.0242, device='cuda:0') (tensor(396.9510, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8559 (0.8483418829396392) | > loader_time: 0.0104 (0.01043474044669832)  --> TIME: 2025-05-10 23:30:47 -- STEP: 637/725 -- GLOBAL_STEP: 284300 | > loss_disc: 2.1930243968963623 (2.204137165280676) | > loss_disc_real_0: 0.11825434863567352 (0.14098468241596168) | > loss_disc_real_1: 0.17403730750083923 (0.1902485232993235) | > loss_disc_real_2: 0.15974393486976624 (0.18843281755642005) | > loss_disc_real_3: 0.20956207811832428 (0.2046664000212491) | > loss_disc_real_4: 0.21154026687145233 (0.19487203437735545) | > loss_disc_real_5: 0.21393218636512756 (0.20643339209036327) | > loss_0: 2.1930243968963623 (2.204137165280676) | > grad_norm_0: tensor(22.1093, device='cuda:0') (tensor(20.3166, device='cuda:0')) | > loss_gen: 2.7524240016937256 (2.7647710067323814) | > loss_kl: 1.6768654584884644 (1.7233803554831344) | > loss_feat: 8.455231666564941 (8.24988336128941) | > loss_mel: 13.153802871704102 (13.12041855457253) | > loss_duration: 1.6543810367584229 (1.6754678615034098) | > amp_scaler: 256.0 (258.00941915227617) | > loss_1: 27.692705154418945 (27.53392112348666) | > grad_norm_1: tensor(447.6249, device='cuda:0') (tensor(391.9964, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8281 (0.8478701058512017) | > loader_time: 0.0105 (0.010437316759789195)  --> TIME: 2025-05-10 23:31:29 -- STEP: 687/725 -- GLOBAL_STEP: 284350 | > loss_disc: 2.1633481979370117 (2.2043268678837293) | > loss_disc_real_0: 0.09276795387268066 (0.14085323812529518) | > loss_disc_real_1: 0.20105423033237457 (0.19030991524154262) | > loss_disc_real_2: 0.18456171452999115 (0.18858950371478492) | > loss_disc_real_3: 0.1837940365076065 (0.2046715304407317) | > loss_disc_real_4: 0.17924505472183228 (0.1949032578709516) | > loss_disc_real_5: 0.18350417912006378 (0.20634428484384323) | > loss_0: 2.1633481979370117 (2.2043268678837293) | > grad_norm_0: tensor(16.8729, device='cuda:0') (tensor(20.4239, device='cuda:0')) | > loss_gen: 2.8581559658050537 (2.76508083371269) | > loss_kl: 1.6892194747924805 (1.7206108963992746) | > loss_feat: 8.602519989013672 (8.243887507065232) | > loss_mel: 13.496891975402832 (13.119482127860131) | > loss_duration: 1.6875884532928467 (1.6751422358045067) | > amp_scaler: 256.0 (257.86317321688495) | > loss_1: 28.334375381469727 (27.524203565616958) | > grad_norm_1: tensor(516.2537, device='cuda:0') (tensor(394.2304, device='cuda:0')) | > current_lr_0: 0.000191965334036762 | > current_lr_1: 0.000191965334036762 | > step_time: 0.8613 (0.847170047190859) | > loader_time: 0.0123 (0.01044204349601112)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2659261226654053 (2.2659261226654053) | > loss_disc_real_0: 0.18673813343048096 (0.18673813343048096) | > loss_disc_real_1: 0.19834119081497192 (0.19834119081497192) | > loss_disc_real_2: 0.18736080825328827 (0.18736080825328827) | > loss_disc_real_3: 0.2178325057029724 (0.2178325057029724) | > loss_disc_real_4: 0.21740855276584625 (0.21740855276584625) | > loss_disc_real_5: 0.27835309505462646 (0.27835309505462646) | > loss_0: 2.2659261226654053 (2.2659261226654053) | > loss_gen: 2.877993106842041 (2.877993106842041) | > loss_kl: 2.184128999710083 (2.184128999710083) | > loss_feat: 9.245782852172852 (9.245782852172852) | > loss_mel: 14.68896770477295 (14.68896770477295) | > loss_duration: 1.7046421766281128 (1.7046421766281128) | > loss_1: 30.701513290405273 (30.701513290405273)  --> STEP: 1 | > loss_disc: 2.304234504699707 (2.304234504699707) | > loss_disc_real_0: 0.17917285859584808 (0.17917285859584808) | > loss_disc_real_1: 0.1856667548418045 (0.1856667548418045) | > loss_disc_real_2: 0.19659622013568878 (0.19659622013568878) | > loss_disc_real_3: 0.2029777616262436 (0.2029777616262436) | > loss_disc_real_4: 0.2223454713821411 (0.2223454713821411) | > loss_disc_real_5: 0.2671857476234436 (0.2671857476234436) | > loss_0: 2.304234504699707 (2.304234504699707) | > loss_gen: 2.752031087875366 (2.752031087875366) | > loss_kl: 2.1881330013275146 (2.1881330013275146) | > loss_feat: 8.350777626037598 (8.350777626037598) | > loss_mel: 14.087353706359863 (14.087353706359863) | > loss_duration: 1.804931402206421 (1.804931402206421) | > loss_1: 29.1832275390625 (29.1832275390625)  --> STEP: 2 | > loss_disc: 2.2357003688812256 (2.2699674367904663) | > loss_disc_real_0: 0.18566106259822845 (0.18241696059703827) | > loss_disc_real_1: 0.18799307942390442 (0.18682991713285446) | > loss_disc_real_2: 0.19147726893424988 (0.19403674453496933) | > loss_disc_real_3: 0.1941901594400406 (0.1985839605331421) | > loss_disc_real_4: 0.20550622045993805 (0.21392584592103958) | > loss_disc_real_5: 0.2656489312648773 (0.26641733944416046) | > loss_0: 2.2357003688812256 (2.2699674367904663) | > loss_gen: 2.8900773525238037 (2.821054220199585) | > loss_kl: 2.1134848594665527 (2.1508089303970337) | > loss_feat: 8.30331039428711 (8.327044010162354) | > loss_mel: 14.791271209716797 (14.43931245803833) | > loss_duration: 1.8602626323699951 (1.832597017288208) | > loss_1: 29.958406448364258 (29.57081699371338)  --> STEP: 3 | > loss_disc: 2.4360742568969727 (2.3253363768259683) | > loss_disc_real_0: 0.20348230004310608 (0.1894387404123942) | > loss_disc_real_1: 0.20027180016040802 (0.19131054480870566) | > loss_disc_real_2: 0.18630331754684448 (0.1914589355389277) | > loss_disc_real_3: 0.21934077143669128 (0.20550289750099182) | > loss_disc_real_4: 0.2317303568124771 (0.21986068288485208) | > loss_disc_real_5: 0.2882516384124756 (0.2736954391002655) | > loss_0: 2.4360742568969727 (2.3253363768259683) | > loss_gen: 2.6049697399139404 (2.74902606010437) | > loss_kl: 1.9563369750976562 (2.085984945297241) | > loss_feat: 7.0748982429504395 (7.909662087758382) | > loss_mel: 12.258451461791992 (13.712358792622885) | > loss_duration: 1.8199032545089722 (1.8283657630284627) | > loss_1: 25.714557647705078 (28.285397211710613)  --> STEP: 4 | > loss_disc: 2.304436683654785 (2.3201114535331726) | > loss_disc_real_0: 0.15389437973499298 (0.1805526502430439) | > loss_disc_real_1: 0.21027567982673645 (0.19605182856321335) | > loss_disc_real_2: 0.18047377467155457 (0.18871264532208443) | > loss_disc_real_3: 0.19713863730430603 (0.20341183245182037) | > loss_disc_real_4: 0.21811030805110931 (0.2194230891764164) | > loss_disc_real_5: 0.2491886168718338 (0.2675687335431576) | > loss_0: 2.304436683654785 (2.3201114535331726) | > loss_gen: 2.6358227729797363 (2.7207252383232117) | > loss_kl: 2.1906025409698486 (2.112139344215393) | > loss_feat: 7.848069667816162 (7.894263982772827) | > loss_mel: 13.423648834228516 (13.640181303024292) | > loss_duration: 1.7541232109069824 (1.8098051249980927) | > loss_1: 27.85226821899414 (28.177114963531494) --> EVAL PERFORMANCE | > avg_loader_time: 0.27831387519836426 (-0.0022183656692504883) | > avg_loss_disc: 2.3201114535331726 (-0.02980828285217285) | > avg_loss_disc_real_0: 0.1805526502430439 (+0.03154237940907478) | > avg_loss_disc_real_1: 0.19605182856321335 (-0.02436373382806778) | > avg_loss_disc_real_2: 0.18871264532208443 (-0.053536903113126755) | > avg_loss_disc_real_3: 0.20341183245182037 (+0.016532238572835922) | > avg_loss_disc_real_4: 0.2194230891764164 (-0.01446971669793129) | > avg_loss_disc_real_5: 0.2675687335431576 (+0.01772257313132286) | > avg_loss_0: 2.3201114535331726 (-0.02980828285217285) | > avg_loss_gen: 2.7207252383232117 (+0.08598154783248901) | > avg_loss_kl: 2.112139344215393 (+0.08084064722061157) | > avg_loss_feat: 7.894263982772827 (+0.7573165893554688) | > avg_loss_mel: 13.640181303024292 (+0.8805031776428223) | > avg_loss_duration: 1.8098051249980927 (-0.0007325410842895508) | > avg_loss_1: 28.177114963531494 (+1.803910255432129)  > EPOCH: 329/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 23:32:08)   --> TIME: 2025-05-10 23:32:21 -- STEP: 12/725 -- GLOBAL_STEP: 284400 | > loss_disc: 2.170506715774536 (2.263890564441681) | > loss_disc_real_0: 0.13190588355064392 (0.14621546740333238) | > loss_disc_real_1: 0.1790938377380371 (0.19882967323064804) | > loss_disc_real_2: 0.19156183302402496 (0.2007449952264627) | > loss_disc_real_3: 0.20476502180099487 (0.20013908296823502) | > loss_disc_real_4: 0.17640364170074463 (0.20009292662143707) | > loss_disc_real_5: 0.1857009381055832 (0.2049765301247438) | > loss_0: 2.170506715774536 (2.263890564441681) | > grad_norm_0: tensor(16.9976, device='cuda:0') (tensor(21.0245, device='cuda:0')) | > loss_gen: 2.787518262863159 (2.6712148984273276) | > loss_kl: 1.678528070449829 (1.7479792634646099) | > loss_feat: 8.372416496276855 (7.769245028495789) | > loss_mel: 13.80330753326416 (12.596983830134073) | > loss_duration: 1.7143628597259521 (1.6771886050701141) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.35613250732422 (26.462610721588135) | > grad_norm_1: tensor(290.2212, device='cuda:0') (tensor(374.1561, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.839 (0.8358745376269022) | > loader_time: 0.0087 (0.010398626327514648)  --> TIME: 2025-05-10 23:33:04 -- STEP: 62/725 -- GLOBAL_STEP: 284450 | > loss_disc: 2.3055307865142822 (2.208789140947403) | > loss_disc_real_0: 0.21545779705047607 (0.1424588788180582) | > loss_disc_real_1: 0.18631680309772491 (0.19231581591790722) | > loss_disc_real_2: 0.19845519959926605 (0.18919692933559418) | > loss_disc_real_3: 0.21939340233802795 (0.204739352628108) | > loss_disc_real_4: 0.21508418023586273 (0.19743167104259615) | > loss_disc_real_5: 0.18718764185905457 (0.20456112801067292) | > loss_0: 2.3055307865142822 (2.208789140947403) | > grad_norm_0: tensor(26.0528, device='cuda:0') (tensor(24.5278, device='cuda:0')) | > loss_gen: 2.5883724689483643 (2.773488471584936) | > loss_kl: 1.5955328941345215 (1.7003548279885323) | > loss_feat: 7.409872531890869 (8.221234752285865) | > loss_mel: 13.491620063781738 (13.142974422823999) | > loss_duration: 1.7445228099822998 (1.6721834251957555) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.829919815063477 (27.510235663383238) | > grad_norm_1: tensor(149.2034, device='cuda:0') (tensor(411.9722, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8467 (0.8525234999195221) | > loader_time: 0.0132 (0.009994483763171781)  --> TIME: 2025-05-10 23:33:48 -- STEP: 112/725 -- GLOBAL_STEP: 284500 | > loss_disc: 2.085883855819702 (2.205798410943576) | > loss_disc_real_0: 0.16478915512561798 (0.1411401642752545) | > loss_disc_real_1: 0.17475996911525726 (0.19113561936787196) | > loss_disc_real_2: 0.16863113641738892 (0.188470518615629) | > loss_disc_real_3: 0.19957822561264038 (0.2043365180226309) | > loss_disc_real_4: 0.19226308166980743 (0.19672673129077473) | > loss_disc_real_5: 0.17848661541938782 (0.20439333654940128) | > loss_0: 2.085883855819702 (2.205798410943576) | > grad_norm_0: tensor(42.6846, device='cuda:0') (tensor(24.6118, device='cuda:0')) | > loss_gen: 2.9903571605682373 (2.765370630792209) | > loss_kl: 1.6032145023345947 (1.7078164805259024) | > loss_feat: 9.947816848754883 (8.20828362447875) | > loss_mel: 14.538883209228516 (13.066509885447365) | > loss_duration: 1.6829191446304321 (1.6757424303463526) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.7631893157959 (27.423722880227224) | > grad_norm_1: tensor(671.2014, device='cuda:0') (tensor(426.5384, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8358 (0.8531604196344104) | > loader_time: 0.0094 (0.009991337146077837)  --> TIME: 2025-05-10 23:34:31 -- STEP: 162/725 -- GLOBAL_STEP: 284550 | > loss_disc: 2.2056643962860107 (2.202080160011479) | > loss_disc_real_0: 0.13801585137844086 (0.13956665601811286) | > loss_disc_real_1: 0.19561757147312164 (0.19097569235313086) | > loss_disc_real_2: 0.20491555333137512 (0.18774714983171892) | > loss_disc_real_3: 0.19300614297389984 (0.2042325026827094) | > loss_disc_real_4: 0.22601647675037384 (0.1970452334225914) | > loss_disc_real_5: 0.2133767306804657 (0.20499984082984335) | > loss_0: 2.2056643962860107 (2.202080160011479) | > grad_norm_0: tensor(32.1505, device='cuda:0') (tensor(23.2892, device='cuda:0')) | > loss_gen: 2.7127809524536133 (2.768920805719164) | > loss_kl: 1.8581607341766357 (1.7051214450671348) | > loss_feat: 9.285994529724121 (8.246297497808197) | > loss_mel: 14.563437461853027 (13.063219871050046) | > loss_duration: 1.6132630109786987 (1.675697363453147) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.033634185791016 (27.459256807963055) | > grad_norm_1: tensor(552.6790, device='cuda:0') (tensor(415.6193, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8278 (0.8525943962144263) | > loader_time: 0.0095 (0.009947158672191479)  --> TIME: 2025-05-10 23:35:15 -- STEP: 212/725 -- GLOBAL_STEP: 284600 | > loss_disc: 2.3109450340270996 (2.204225540161129) | > loss_disc_real_0: 0.12317115813493729 (0.13844043424107003) | > loss_disc_real_1: 0.22713711857795715 (0.1913639023759455) | > loss_disc_real_2: 0.21952611207962036 (0.1883120917767849) | > loss_disc_real_3: 0.2469332367181778 (0.20455117172227716) | > loss_disc_real_4: 0.2569099962711334 (0.19717071577906609) | > loss_disc_real_5: 0.18491864204406738 (0.20529651655903403) | > loss_0: 2.3109450340270996 (2.204225540161129) | > grad_norm_0: tensor(11.4718, device='cuda:0') (tensor(22.9014, device='cuda:0')) | > loss_gen: 2.855343818664551 (2.772783234434307) | > loss_kl: 1.849261999130249 (1.7080661598241553) | > loss_feat: 7.578973770141602 (8.263301772891344) | > loss_mel: 12.24492359161377 (13.088311217865854) | > loss_duration: 1.6853747367858887 (1.6753890025165845) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.213878631591797 (27.507851258763726) | > grad_norm_1: tensor(372.3249, device='cuda:0') (tensor(415.3714, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8396 (0.8534934374521363) | > loader_time: 0.0099 (0.010001597539433893)  --> TIME: 2025-05-10 23:35:58 -- STEP: 262/725 -- GLOBAL_STEP: 284650 | > loss_disc: 2.1096131801605225 (2.204744096930696) | > loss_disc_real_0: 0.09587569534778595 (0.13856582983418275) | > loss_disc_real_1: 0.1937684267759323 (0.19114391118970536) | > loss_disc_real_2: 0.19669046998023987 (0.18857655543407414) | > loss_disc_real_3: 0.17987343668937683 (0.20461276975524334) | > loss_disc_real_4: 0.20312564074993134 (0.19722749304225426) | > loss_disc_real_5: 0.23282596468925476 (0.20554267865328388) | > loss_0: 2.1096131801605225 (2.204744096930696) | > grad_norm_0: tensor(17.2891, device='cuda:0') (tensor(22.7048, device='cuda:0')) | > loss_gen: 2.832381010055542 (2.7710741330649102) | > loss_kl: 1.727013349533081 (1.708396918446053) | > loss_feat: 9.765644073486328 (8.261335402044628) | > loss_mel: 15.092842102050781 (13.098879570269403) | > loss_duration: 1.6735031604766846 (1.6761426174913654) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.09138298034668 (27.515828562146833) | > grad_norm_1: tensor(251.5098, device='cuda:0') (tensor(417.6877, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8823 (0.8516616903188574) | > loader_time: 0.0095 (0.01004142979629167)  --> TIME: 2025-05-10 23:36:41 -- STEP: 312/725 -- GLOBAL_STEP: 284700 | > loss_disc: 2.3038787841796875 (2.204787037311453) | > loss_disc_real_0: 0.14652825891971588 (0.138232192932031) | > loss_disc_real_1: 0.1832999736070633 (0.1906445476298149) | > loss_disc_real_2: 0.21554619073867798 (0.18861525243100447) | > loss_disc_real_3: 0.22914737462997437 (0.20526091391459497) | > loss_disc_real_4: 0.23051723837852478 (0.19707256655853522) | > loss_disc_real_5: 0.22044087946414948 (0.20576046617367338) | > loss_0: 2.3038787841796875 (2.204787037311453) | > grad_norm_0: tensor(26.0946, device='cuda:0') (tensor(22.4233, device='cuda:0')) | > loss_gen: 2.67051100730896 (2.765343918250156) | > loss_kl: 1.7541886568069458 (1.7071874600190382) | > loss_feat: 7.451600074768066 (8.229021054047797) | > loss_mel: 11.543312072753906 (13.052202906364053) | > loss_duration: 1.660525918006897 (1.6751655768125477) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.080137252807617 (27.42892088034214) | > grad_norm_1: tensor(540.4251, device='cuda:0') (tensor(415.9373, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8325 (0.8508447316976696) | > loader_time: 0.0098 (0.009994311210436698)  --> TIME: 2025-05-10 23:37:24 -- STEP: 362/725 -- GLOBAL_STEP: 284750 | > loss_disc: 2.231437921524048 (2.2022822291811512) | > loss_disc_real_0: 0.18762166798114777 (0.13833405694908849) | > loss_disc_real_1: 0.20759950578212738 (0.19047162196089545) | > loss_disc_real_2: 0.16621293127536774 (0.1880929390205204) | > loss_disc_real_3: 0.23036760091781616 (0.20497603887352503) | > loss_disc_real_4: 0.22337988018989563 (0.1967103426133729) | > loss_disc_real_5: 0.24657057225704193 (0.2056522550915487) | > loss_0: 2.231437921524048 (2.2022822291811512) | > grad_norm_0: tensor(38.1652, device='cuda:0') (tensor(22.5473, device='cuda:0')) | > loss_gen: 2.8435356616973877 (2.768418287045388) | > loss_kl: 1.708088994026184 (1.7061970961686657) | > loss_feat: 9.55146312713623 (8.251396254281302) | > loss_mel: 14.290661811828613 (13.063339541630196) | > loss_duration: 1.6177339553833008 (1.6744245379669225) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.01148223876953 (27.463775676916978) | > grad_norm_1: tensor(466.6489, device='cuda:0') (tensor(417.8245, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.853 (0.8510698033959828) | > loader_time: 0.0101 (0.009943082187715814)  --> TIME: 2025-05-10 23:38:07 -- STEP: 412/725 -- GLOBAL_STEP: 284800 | > loss_disc: 2.1439006328582764 (2.202076097136562) | > loss_disc_real_0: 0.14545582234859467 (0.138994692255137) | > loss_disc_real_1: 0.19517256319522858 (0.1904315056586728) | > loss_disc_real_2: 0.20350535213947296 (0.18813514119936425) | > loss_disc_real_3: 0.18851783871650696 (0.20470965968318364) | > loss_disc_real_4: 0.1843932718038559 (0.19663773035829496) | > loss_disc_real_5: 0.1967553198337555 (0.2053232667877258) | > loss_0: 2.1439006328582764 (2.202076097136562) | > grad_norm_0: tensor(11.0384, device='cuda:0') (tensor(22.6609, device='cuda:0')) | > loss_gen: 2.7957370281219482 (2.7710655644101987) | > loss_kl: 1.7097904682159424 (1.7040122110866807) | > loss_feat: 8.96528434753418 (8.261023234395143) | > loss_mel: 13.278508186340332 (13.063062431742848) | > loss_duration: 1.69821035861969 (1.6751215102024444) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.447528839111328 (27.4742848849991) | > grad_norm_1: tensor(367.9323, device='cuda:0') (tensor(418.5749, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8651 (0.8507760334940792) | > loader_time: 0.0096 (0.009934824068569442)  --> TIME: 2025-05-10 23:38:50 -- STEP: 462/725 -- GLOBAL_STEP: 284850 | > loss_disc: 2.133894920349121 (2.2037758146013524) | > loss_disc_real_0: 0.11088879406452179 (0.13899907398791536) | > loss_disc_real_1: 0.17208512127399445 (0.19037348748027502) | > loss_disc_real_2: 0.18423232436180115 (0.18806581582986948) | > loss_disc_real_3: 0.16504238545894623 (0.20498311758299417) | > loss_disc_real_4: 0.19386990368366241 (0.19651760477008232) | > loss_disc_real_5: 0.1924462616443634 (0.20580053058537576) | > loss_0: 2.133894920349121 (2.2037758146013524) | > grad_norm_0: tensor(25.3317, device='cuda:0') (tensor(22.6160, device='cuda:0')) | > loss_gen: 2.8574330806732178 (2.769164341352717) | > loss_kl: 1.601779818534851 (1.7078477446134988) | > loss_feat: 8.784147262573242 (8.26651961669261) | > loss_mel: 13.945242881774902 (13.056560053969879) | > loss_duration: 1.7103301286697388 (1.6747725825289106) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.89893341064453 (27.474864278520858) | > grad_norm_1: tensor(429.1170, device='cuda:0') (tensor(417.2448, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.7992 (0.8498898600087023) | > loader_time: 0.0096 (0.0098967170302486)  --> TIME: 2025-05-10 23:39:33 -- STEP: 512/725 -- GLOBAL_STEP: 284900 | > loss_disc: 2.105313539505005 (2.204963719472288) | > loss_disc_real_0: 0.16140221059322357 (0.1388407758058747) | > loss_disc_real_1: 0.18320462107658386 (0.19035431701922786) | > loss_disc_real_2: 0.20253975689411163 (0.18833770521450788) | > loss_disc_real_3: 0.1613159477710724 (0.20509917996241717) | > loss_disc_real_4: 0.1666637510061264 (0.19671428736182853) | > loss_disc_real_5: 0.1768137514591217 (0.20617426061653538) | > loss_0: 2.105313539505005 (2.204963719472288) | > grad_norm_0: tensor(35.7867, device='cuda:0') (tensor(22.2828, device='cuda:0')) | > loss_gen: 2.890291690826416 (2.7648066375404583) | > loss_kl: 1.646689534187317 (1.7116637171711773) | > loss_feat: 9.221800804138184 (8.25666696298867) | > loss_mel: 14.108671188354492 (13.048124559223655) | > loss_duration: 1.6406302452087402 (1.675249193795025) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.50808334350586 (27.45651101693511) | > grad_norm_1: tensor(471.8349, device='cuda:0') (tensor(414.5156, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8391 (0.8498080829158426) | > loader_time: 0.0097 (0.009878942277282476)  --> TIME: 2025-05-10 23:40:16 -- STEP: 562/725 -- GLOBAL_STEP: 284950 | > loss_disc: 2.142899751663208 (2.20524750146153) | > loss_disc_real_0: 0.10872116684913635 (0.1389764554506943) | > loss_disc_real_1: 0.1580856740474701 (0.19024538564300195) | > loss_disc_real_2: 0.17754529416561127 (0.1881985748418709) | > loss_disc_real_3: 0.17880791425704956 (0.2051022288478991) | > loss_disc_real_4: 0.20780359208583832 (0.19673444057592707) | > loss_disc_real_5: 0.1974666714668274 (0.20633584335181224) | > loss_0: 2.142899751663208 (2.20524750146153) | > grad_norm_0: tensor(7.5214, device='cuda:0') (tensor(21.9509, device='cuda:0')) | > loss_gen: 2.829763174057007 (2.7640507407884147) | > loss_kl: 1.7449281215667725 (1.7130845568782496) | > loss_feat: 9.090893745422363 (8.265549594397214) | > loss_mel: 13.651341438293457 (13.06564078042516) | > loss_duration: 1.6506013870239258 (1.6751772678619599) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.967529296875 (27.483502897079312) | > grad_norm_1: tensor(122.8074, device='cuda:0') (tensor(408.1645, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8972 (0.8494646438924445) | > loader_time: 0.0094 (0.009882106899790919)  --> TIME: 2025-05-10 23:41:00 -- STEP: 612/725 -- GLOBAL_STEP: 285000 | > loss_disc: 2.0967040061950684 (2.2062230098481255) | > loss_disc_real_0: 0.12347819656133652 (0.13913015171495918) | > loss_disc_real_1: 0.18300826847553253 (0.19030610459789732) | > loss_disc_real_2: 0.204966202378273 (0.18839127416996376) | > loss_disc_real_3: 0.2210635542869568 (0.20523628947976377) | > loss_disc_real_4: 0.17265774309635162 (0.19683752505997423) | > loss_disc_real_5: 0.1752476841211319 (0.20649629539134465) | > loss_0: 2.0967040061950684 (2.2062230098481255) | > grad_norm_0: tensor(17.0463, device='cuda:0') (tensor(21.6707, device='cuda:0')) | > loss_gen: 2.8013813495635986 (2.763461008180979) | > loss_kl: 1.87165367603302 (1.7154842356061624) | > loss_feat: 9.349349021911621 (8.269119194130486) | > loss_mel: 15.068937301635742 (13.067733901778087) | > loss_duration: 1.5966565608978271 (1.6747884502987453) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.687978744506836 (27.490586738960417) | > grad_norm_1: tensor(114.8001, device='cuda:0') (tensor(398.9897, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8156 (0.8500251707687875) | > loader_time: 0.0087 (0.00989932639926088) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_285000.pth  --> TIME: 2025-05-10 23:41:45 -- STEP: 662/725 -- GLOBAL_STEP: 285050 | > loss_disc: 2.3336334228515625 (2.2089001455335793) | > loss_disc_real_0: 0.15712514519691467 (0.1395196950575197) | > loss_disc_real_1: 0.23070628941059113 (0.1905641051352566) | > loss_disc_real_2: 0.21607114374637604 (0.188533518136988) | > loss_disc_real_3: 0.23042064905166626 (0.20536488765045965) | > loss_disc_real_4: 0.2504211366176605 (0.19697085009420737) | > loss_disc_real_5: 0.18641714751720428 (0.2068240001482547) | > loss_0: 2.3336334228515625 (2.2089001455335793) | > grad_norm_0: tensor(12.8747, device='cuda:0') (tensor(21.4055, device='cuda:0')) | > loss_gen: 2.7624146938323975 (2.7610402150456625) | > loss_kl: 1.8280401229858398 (1.7127867045719458) | > loss_feat: 7.742244720458984 (8.258500562333627) | > loss_mel: 12.946722030639648 (13.073581351254287) | > loss_duration: 1.6979581117630005 (1.6750587169137243) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.977378845214844 (27.480967492855566) | > grad_norm_1: tensor(242.5254, device='cuda:0') (tensor(394.0849, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8655 (0.8493425262658616) | > loader_time: 0.0099 (0.009873698125072841)  --> TIME: 2025-05-10 23:42:28 -- STEP: 712/725 -- GLOBAL_STEP: 285100 | > loss_disc: 2.3004865646362305 (2.2094773774066643) | > loss_disc_real_0: 0.16872797906398773 (0.1398630890199979) | > loss_disc_real_1: 0.2065490037202835 (0.19053027839556855) | > loss_disc_real_2: 0.2049216330051422 (0.18865197321420946) | > loss_disc_real_3: 0.2318873554468155 (0.20544748977245247) | > loss_disc_real_4: 0.21891894936561584 (0.19684325298817631) | > loss_disc_real_5: 0.2179187685251236 (0.20680666930471256) | > loss_0: 2.3004865646362305 (2.2094773774066643) | > grad_norm_0: tensor(26.3506, device='cuda:0') (tensor(21.5152, device='cuda:0')) | > loss_gen: 2.6847519874572754 (2.7620782999510154) | > loss_kl: 1.5369282960891724 (1.7116420947099) | > loss_feat: 7.519641399383545 (8.26638702730115) | > loss_mel: 12.882129669189453 (13.086258205135222) | > loss_duration: 1.6577141284942627 (1.674608373574996) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.281166076660156 (27.500973972041955) | > grad_norm_1: tensor(173.1055, device='cuda:0') (tensor(395.0131, device='cuda:0')) | > current_lr_0: 0.0001919413383700074 | > current_lr_1: 0.0001919413383700074 | > step_time: 0.8081 (0.8491389714599994) | > loader_time: 0.0094 (0.009865186857373524)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.201934337615967 (2.201934337615967) | > loss_disc_real_0: 0.14224404096603394 (0.14224404096603394) | > loss_disc_real_1: 0.22372306883335114 (0.22372306883335114) | > loss_disc_real_2: 0.21901728212833405 (0.21901728212833405) | > loss_disc_real_3: 0.23939603567123413 (0.23939603567123413) | > loss_disc_real_4: 0.2679094076156616 (0.2679094076156616) | > loss_disc_real_5: 0.24798870086669922 (0.24798870086669922) | > loss_0: 2.201934337615967 (2.201934337615967) | > loss_gen: 3.120689868927002 (3.120689868927002) | > loss_kl: 2.008531332015991 (2.008531332015991) | > loss_feat: 8.70350170135498 (8.70350170135498) | > loss_mel: 14.45442008972168 (14.45442008972168) | > loss_duration: 1.7173120975494385 (1.7173120975494385) | > loss_1: 30.00445556640625 (30.00445556640625)  --> STEP: 1 | > loss_disc: 2.1983180046081543 (2.1983180046081543) | > loss_disc_real_0: 0.1375633031129837 (0.1375633031129837) | > loss_disc_real_1: 0.21243634819984436 (0.21243634819984436) | > loss_disc_real_2: 0.22100460529327393 (0.22100460529327393) | > loss_disc_real_3: 0.21842555701732635 (0.21842555701732635) | > loss_disc_real_4: 0.30249887704849243 (0.30249887704849243) | > loss_disc_real_5: 0.21064969897270203 (0.21064969897270203) | > loss_0: 2.1983180046081543 (2.1983180046081543) | > loss_gen: 3.046339511871338 (3.046339511871338) | > loss_kl: 2.0503454208374023 (2.0503454208374023) | > loss_feat: 9.035394668579102 (9.035394668579102) | > loss_mel: 15.314425468444824 (15.314425468444824) | > loss_duration: 1.8113086223602295 (1.8113086223602295) | > loss_1: 31.2578125 (31.2578125)  --> STEP: 2 | > loss_disc: 2.236117362976074 (2.2172176837921143) | > loss_disc_real_0: 0.13606984913349152 (0.1368165761232376) | > loss_disc_real_1: 0.22541862726211548 (0.21892748773097992) | > loss_disc_real_2: 0.22398391366004944 (0.22249425947666168) | > loss_disc_real_3: 0.21859210729599 (0.21850883215665817) | > loss_disc_real_4: 0.26548197865486145 (0.28399042785167694) | > loss_disc_real_5: 0.24544772505760193 (0.22804871201515198) | > loss_0: 2.236117362976074 (2.2172176837921143) | > loss_gen: 2.896304130554199 (2.9713218212127686) | > loss_kl: 1.924953579902649 (1.9876495003700256) | > loss_feat: 7.4918317794799805 (8.263613224029541) | > loss_mel: 13.522050857543945 (14.418238162994385) | > loss_duration: 1.860255479812622 (1.8357820510864258) | > loss_1: 27.695396423339844 (29.476604461669922)  --> STEP: 3 | > loss_disc: 2.2597761154174805 (2.2314038276672363) | > loss_disc_real_0: 0.1215871199965477 (0.13174009074767432) | > loss_disc_real_1: 0.22123651206493378 (0.21969716250896454) | > loss_disc_real_2: 0.23189154267311096 (0.22562668720881143) | > loss_disc_real_3: 0.23760947585105896 (0.2248757133881251) | > loss_disc_real_4: 0.29673442244529724 (0.28823842604955036) | > loss_disc_real_5: 0.2377096563577652 (0.23126902679602304) | > loss_0: 2.2597761154174805 (2.2314038276672363) | > loss_gen: 2.96658992767334 (2.9697445233662925) | > loss_kl: 1.9737489223480225 (1.9830159743626912) | > loss_feat: 8.390727996826172 (8.305984814961752) | > loss_mel: 14.068041801452637 (14.301506042480469) | > loss_duration: 1.8223499059677124 (1.831304669380188) | > loss_1: 29.221458435058594 (29.391555786132812)  --> STEP: 4 | > loss_disc: 2.241537570953369 (2.2339372634887695) | > loss_disc_real_0: 0.1590345948934555 (0.1385637167841196) | > loss_disc_real_1: 0.21116341650485992 (0.21756372600793839) | > loss_disc_real_2: 0.22530503571033478 (0.22554627433419228) | > loss_disc_real_3: 0.21949799358844757 (0.22353128343820572) | > loss_disc_real_4: 0.30406779050827026 (0.29219576716423035) | > loss_disc_real_5: 0.21616831421852112 (0.22749384865164757) | > loss_0: 2.241537570953369 (2.2339372634887695) | > loss_gen: 3.141623020172119 (3.012714147567749) | > loss_kl: 1.9074926376342773 (1.9641351401805878) | > loss_feat: 9.55178451538086 (8.617434740066528) | > loss_mel: 14.056867599487305 (14.240346431732178) | > loss_duration: 1.755784511566162 (1.8124246299266815) | > loss_1: 30.413551330566406 (29.64705467224121) --> EVAL PERFORMANCE | > avg_loader_time: 0.2790905237197876 (+0.0007766485214233398) | > avg_loss_disc: 2.2339372634887695 (-0.08617419004440308) | > avg_loss_disc_real_0: 0.1385637167841196 (-0.041988933458924294) | > avg_loss_disc_real_1: 0.21756372600793839 (+0.021511897444725037) | > avg_loss_disc_real_2: 0.22554627433419228 (+0.03683362901210785) | > avg_loss_disc_real_3: 0.22353128343820572 (+0.020119450986385345) | > avg_loss_disc_real_4: 0.29219576716423035 (+0.07277267798781395) | > avg_loss_disc_real_5: 0.22749384865164757 (-0.04007488489151001) | > avg_loss_0: 2.2339372634887695 (-0.08617419004440308) | > avg_loss_gen: 3.012714147567749 (+0.29198890924453735) | > avg_loss_kl: 1.9641351401805878 (-0.1480042040348053) | > avg_loss_feat: 8.617434740066528 (+0.7231707572937012) | > avg_loss_mel: 14.240346431732178 (+0.6001651287078857) | > avg_loss_duration: 1.8124246299266815 (+0.002619504928588867) | > avg_loss_1: 29.64705467224121 (+1.4699397087097168)  > EPOCH: 330/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 23:42:45)   --> TIME: 2025-05-10 23:43:19 -- STEP: 37/725 -- GLOBAL_STEP: 285150 | > loss_disc: 2.2802228927612305 (2.2034420580477327) | > loss_disc_real_0: 0.13588955998420715 (0.13737738273433736) | > loss_disc_real_1: 0.18014155328273773 (0.19202261679881333) | > loss_disc_real_2: 0.1965395212173462 (0.18873896026933515) | > loss_disc_real_3: 0.2053792029619217 (0.20670433503550453) | > loss_disc_real_4: 0.17188236117362976 (0.19659982500849543) | > loss_disc_real_5: 0.1982124298810959 (0.20888129400240407) | > loss_0: 2.2802228927612305 (2.2034420580477327) | > grad_norm_0: tensor(21.3888, device='cuda:0') (tensor(21.0512, device='cuda:0')) | > loss_gen: 2.4877171516418457 (2.734999450477394) | > loss_kl: 1.6202572584152222 (1.675551185736785) | > loss_feat: 7.333828449249268 (8.157690860129694) | > loss_mel: 11.342615127563477 (13.064355695569839) | > loss_duration: 1.6762241125106812 (1.668068434741046) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.46063995361328 (27.300665520332956) | > grad_norm_1: tensor(435.4292, device='cuda:0') (tensor(400.2181, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8366 (0.8480739851255674) | > loader_time: 0.0098 (0.009992638149776974)  --> TIME: 2025-05-10 23:44:03 -- STEP: 87/725 -- GLOBAL_STEP: 285200 | > loss_disc: 2.2276992797851562 (2.2162556620849956) | > loss_disc_real_0: 0.15644153952598572 (0.1386008864675445) | > loss_disc_real_1: 0.1921812891960144 (0.19155565161129523) | > loss_disc_real_2: 0.18582101166248322 (0.18983686569778407) | > loss_disc_real_3: 0.18995560705661774 (0.20626666165631388) | > loss_disc_real_4: 0.2205437421798706 (0.198096890387864) | > loss_disc_real_5: 0.19742853939533234 (0.2087268983495647) | > loss_0: 2.2276992797851562 (2.2162556620849956) | > grad_norm_0: tensor(25.1859, device='cuda:0') (tensor(20.9108, device='cuda:0')) | > loss_gen: 2.7525367736816406 (2.7364801291761713) | > loss_kl: 1.8793314695358276 (1.6951332311520628) | > loss_feat: 7.945434093475342 (8.11497335872431) | > loss_mel: 13.10909366607666 (12.989892510162006) | > loss_duration: 1.6590819358825684 (1.6707792583553271) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.345478057861328 (27.207258377952137) | > grad_norm_1: tensor(243.0254, device='cuda:0') (tensor(411.2168, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8483 (0.8489374484138927) | > loader_time: 0.0094 (0.00993510224353308)  --> TIME: 2025-05-10 23:44:46 -- STEP: 137/725 -- GLOBAL_STEP: 285250 | > loss_disc: 2.206409454345703 (2.2036551454641513) | > loss_disc_real_0: 0.12301240861415863 (0.13776004374244782) | > loss_disc_real_1: 0.20424707233905792 (0.19088130362712555) | > loss_disc_real_2: 0.16030214726924896 (0.18891933103547484) | > loss_disc_real_3: 0.2359304577112198 (0.2055910992143798) | > loss_disc_real_4: 0.19328922033309937 (0.1962550088872005) | > loss_disc_real_5: 0.24273423850536346 (0.2075646569694046) | > loss_0: 2.206409454345703 (2.2036551454641513) | > grad_norm_0: tensor(13.7736, device='cuda:0') (tensor(20.6575, device='cuda:0')) | > loss_gen: 2.75128436088562 (2.7533468921689215) | > loss_kl: 1.6676373481750488 (1.6949268388052054) | > loss_feat: 7.899599075317383 (8.20323987598837) | > loss_mel: 12.02157211303711 (13.028148024621672) | > loss_duration: 1.6631296873092651 (1.6719144365213212) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.00322151184082 (27.35157596281845) | > grad_norm_1: tensor(175.8365, device='cuda:0') (tensor(405.7668, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8156 (0.8534451453355107) | > loader_time: 0.0095 (0.009977375503874173)  --> TIME: 2025-05-10 23:45:29 -- STEP: 187/725 -- GLOBAL_STEP: 285300 | > loss_disc: 2.322423219680786 (2.2054748688152124) | > loss_disc_real_0: 0.18226400017738342 (0.13829183032646533) | > loss_disc_real_1: 0.18057015538215637 (0.19134124555689766) | > loss_disc_real_2: 0.19154992699623108 (0.1889827534317333) | > loss_disc_real_3: 0.1899419128894806 (0.2055725436159633) | > loss_disc_real_4: 0.1901281625032425 (0.196005664008824) | > loss_disc_real_5: 0.22120511531829834 (0.2072722546078942) | > loss_0: 2.322423219680786 (2.2054748688152124) | > grad_norm_0: tensor(19.7958, device='cuda:0') (tensor(21.6808, device='cuda:0')) | > loss_gen: 2.5951218605041504 (2.7640162967743085) | > loss_kl: 1.75514554977417 (1.7097858566651367) | > loss_feat: 8.059809684753418 (8.242973383735213) | > loss_mel: 13.20726203918457 (13.070202654058283) | > loss_duration: 1.6982747316360474 (1.6738565101980525) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.31561279296875 (27.460834615370807) | > grad_norm_1: tensor(230.8428, device='cuda:0') (tensor(407.8020, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8496 (0.8508878289697005) | > loader_time: 0.01 (0.010014225454891426)  --> TIME: 2025-05-10 23:46:13 -- STEP: 237/725 -- GLOBAL_STEP: 285350 | > loss_disc: 2.095801830291748 (2.2067532750624625) | > loss_disc_real_0: 0.12999993562698364 (0.13845338420903136) | > loss_disc_real_1: 0.16412818431854248 (0.19141030581943094) | > loss_disc_real_2: 0.19681864976882935 (0.1895131560569071) | > loss_disc_real_3: 0.18582683801651 (0.20554701845605658) | > loss_disc_real_4: 0.221998929977417 (0.1962905358287353) | > loss_disc_real_5: 0.17871679365634918 (0.20685277470556493) | > loss_0: 2.095801830291748 (2.2067532750624625) | > grad_norm_0: tensor(33.3687, device='cuda:0') (tensor(21.5426, device='cuda:0')) | > loss_gen: 2.9004125595092773 (2.7610791031318374) | > loss_kl: 1.7535914182662964 (1.705205581862212) | > loss_feat: 8.61661148071289 (8.22694875218195) | > loss_mel: 13.37198257446289 (13.029157811579323) | > loss_duration: 1.6584473848342896 (1.6743636754997673) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.301044464111328 (27.396754832207403) | > grad_norm_1: tensor(486.7162, device='cuda:0') (tensor(409.8782, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8083 (0.8512366984966938) | > loader_time: 0.0102 (0.009961027636306694)  --> TIME: 2025-05-10 23:46:55 -- STEP: 287/725 -- GLOBAL_STEP: 285400 | > loss_disc: 2.117711067199707 (2.2030141951730435) | > loss_disc_real_0: 0.1367315649986267 (0.1381229248404088) | > loss_disc_real_1: 0.19999074935913086 (0.19085417812501929) | > loss_disc_real_2: 0.2098468840122223 (0.1891317132873402) | > loss_disc_real_3: 0.17459741234779358 (0.2054294246518238) | > loss_disc_real_4: 0.16513323783874512 (0.19633413555314738) | > loss_disc_real_5: 0.18082423508167267 (0.20546547082035382) | > loss_0: 2.117711067199707 (2.2030141951730435) | > grad_norm_0: tensor(24.5361, device='cuda:0') (tensor(21.8940, device='cuda:0')) | > loss_gen: 2.8581175804138184 (2.76897992821936) | > loss_kl: 1.5697418451309204 (1.699452995838603) | > loss_feat: 8.54066276550293 (8.264591693878181) | > loss_mel: 13.50656509399414 (13.078060635290907) | > loss_duration: 1.6958378553390503 (1.6744287097080244) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.17092514038086 (27.485513839987508) | > grad_norm_1: tensor(548.6311, device='cuda:0') (tensor(418.8054, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8049 (0.8489950533943309) | > loader_time: 0.0104 (0.009958279672815403)  --> TIME: 2025-05-10 23:47:38 -- STEP: 337/725 -- GLOBAL_STEP: 285450 | > loss_disc: 2.145366668701172 (2.1987599866680294) | > loss_disc_real_0: 0.07988665997982025 (0.13780008864420465) | > loss_disc_real_1: 0.19813184440135956 (0.19047709963441972) | > loss_disc_real_2: 0.16358618438243866 (0.18860172018276117) | > loss_disc_real_3: 0.25618767738342285 (0.20526885809459744) | > loss_disc_real_4: 0.18250776827335358 (0.19598818806936913) | > loss_disc_real_5: 0.22100909054279327 (0.20549893949611953) | > loss_0: 2.145366668701172 (2.1987599866680294) | > grad_norm_0: tensor(21.4345, device='cuda:0') (tensor(22.1909, device='cuda:0')) | > loss_gen: 2.857930898666382 (2.776650413915028) | > loss_kl: 1.6801824569702148 (1.6998590697874294) | > loss_feat: 8.972911834716797 (8.302273924343673) | > loss_mel: 13.509185791015625 (13.110376969289348) | > loss_duration: 1.6571909189224243 (1.6740417462781911) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.67740249633789 (27.563202000513275) | > grad_norm_1: tensor(502.7835, device='cuda:0') (tensor(428.5290, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8654 (0.8479052622877172) | > loader_time: 0.01 (0.009986590914627214)  --> TIME: 2025-05-10 23:48:21 -- STEP: 387/725 -- GLOBAL_STEP: 285500 | > loss_disc: 2.1851165294647217 (2.1989454933531207) | > loss_disc_real_0: 0.11847555637359619 (0.13754581319269285) | > loss_disc_real_1: 0.18738523125648499 (0.19029276812261403) | > loss_disc_real_2: 0.20569372177124023 (0.18855231700017464) | > loss_disc_real_3: 0.1933044046163559 (0.2053309027538743) | > loss_disc_real_4: 0.19190894067287445 (0.1960041810606802) | > loss_disc_real_5: 0.21618859469890594 (0.20571987288558818) | > loss_0: 2.1851165294647217 (2.1989454933531207) | > grad_norm_0: tensor(11.6814, device='cuda:0') (tensor(22.2491, device='cuda:0')) | > loss_gen: 2.6631109714508057 (2.774138036008335) | > loss_kl: 1.7033605575561523 (1.7039551682558474) | > loss_feat: 7.89177942276001 (8.28865354744964) | > loss_mel: 12.80894947052002 (13.089221702989676) | > loss_duration: 1.7445621490478516 (1.67392963402031) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.811763763427734 (27.5298980052465) | > grad_norm_1: tensor(191.4078, device='cuda:0') (tensor(431.4328, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8465 (0.8467795035635778) | > loader_time: 0.0104 (0.009996390773960476)  --> TIME: 2025-05-10 23:49:04 -- STEP: 437/725 -- GLOBAL_STEP: 285550 | > loss_disc: 2.066035509109497 (2.1984449114897715) | > loss_disc_real_0: 0.10400158166885376 (0.1375181359373186) | > loss_disc_real_1: 0.18459384143352509 (0.19012402639099893) | > loss_disc_real_2: 0.18811829388141632 (0.1884736545230485) | > loss_disc_real_3: 0.2147260308265686 (0.20535230394495435) | > loss_disc_real_4: 0.17345300316810608 (0.1957886108203666) | > loss_disc_real_5: 0.24733059108257294 (0.20567883189673825) | > loss_0: 2.066035509109497 (2.1984449114897715) | > grad_norm_0: tensor(28.5997, device='cuda:0') (tensor(21.9508, device='cuda:0')) | > loss_gen: 3.096583366394043 (2.7757621400689083) | > loss_kl: 1.6655242443084717 (1.7053720271832877) | > loss_feat: 9.83248519897461 (8.299895079239569) | > loss_mel: 15.240958213806152 (13.097278291628065) | > loss_duration: 1.6432974338531494 (1.6739560633011212) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.478849411010742 (27.552263521766225) | > grad_norm_1: tensor(550.2435, device='cuda:0') (tensor(427.7338, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8551 (0.8460145307623822) | > loader_time: 0.0118 (0.009971146179827726)  --> TIME: 2025-05-10 23:49:47 -- STEP: 487/725 -- GLOBAL_STEP: 285600 | > loss_disc: 2.252960443496704 (2.199984691471045) | > loss_disc_real_0: 0.1748993843793869 (0.13786387169691566) | > loss_disc_real_1: 0.18568913638591766 (0.19014772084337006) | > loss_disc_real_2: 0.22488859295845032 (0.1886106922579986) | > loss_disc_real_3: 0.19657553732395172 (0.20517507587125414) | > loss_disc_real_4: 0.2062661349773407 (0.19604481845420985) | > loss_disc_real_5: 0.19330693781375885 (0.20569153035201085) | > loss_0: 2.252960443496704 (2.199984691471045) | > grad_norm_0: tensor(12.2101, device='cuda:0') (tensor(21.9952, device='cuda:0')) | > loss_gen: 2.8001294136047363 (2.7748197109057906) | > loss_kl: 1.796328067779541 (1.7080904149911238) | > loss_feat: 7.446527004241943 (8.293238395048617) | > loss_mel: 11.489500999450684 (13.10455747012974) | > loss_duration: 1.6788129806518555 (1.6745266679376059) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.211299896240234 (27.555232574807544) | > grad_norm_1: tensor(302.9729, device='cuda:0') (tensor(425.4762, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8126 (0.8459454111494812) | > loader_time: 0.0096 (0.009977584502045866)  --> TIME: 2025-05-10 23:50:30 -- STEP: 537/725 -- GLOBAL_STEP: 285650 | > loss_disc: 2.1980528831481934 (2.2010652472852996) | > loss_disc_real_0: 0.13933603465557098 (0.13794735253023696) | > loss_disc_real_1: 0.195412740111351 (0.19026597318702582) | > loss_disc_real_2: 0.2080984115600586 (0.1884991211376154) | > loss_disc_real_3: 0.2132539004087448 (0.20515560965076282) | > loss_disc_real_4: 0.2171536237001419 (0.19630951188796064) | > loss_disc_real_5: 0.22674158215522766 (0.2058574463235599) | > loss_0: 2.1980528831481934 (2.2010652472852996) | > grad_norm_0: tensor(16.5238, device='cuda:0') (tensor(21.8576, device='cuda:0')) | > loss_gen: 2.8718814849853516 (2.7736235712715573) | > loss_kl: 1.6256829500198364 (1.7113673855694536) | > loss_feat: 8.081499099731445 (8.280302828250658) | > loss_mel: 13.135128021240234 (13.096883780907426) | > loss_duration: 1.695584774017334 (1.6753332337409645) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.40977668762207 (27.537510728036896) | > grad_norm_1: tensor(169.5258, device='cuda:0') (tensor(426.4453, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8355 (0.8466682225410277) | > loader_time: 0.0093 (0.009967780867990389)  --> TIME: 2025-05-10 23:51:13 -- STEP: 587/725 -- GLOBAL_STEP: 285700 | > loss_disc: 2.1217880249023438 (2.2006587734417375) | > loss_disc_real_0: 0.1274053454399109 (0.13782374482138599) | > loss_disc_real_1: 0.18757638335227966 (0.19008822612197893) | > loss_disc_real_2: 0.1920180320739746 (0.1885940772457464) | > loss_disc_real_3: 0.2176177203655243 (0.20520857276055443) | > loss_disc_real_4: 0.19918373227119446 (0.19609021876495983) | > loss_disc_real_5: 0.20340879261493683 (0.20576591868416816) | > loss_0: 2.1217880249023438 (2.2006587734417375) | > grad_norm_0: tensor(21.5996, device='cuda:0') (tensor(21.9647, device='cuda:0')) | > loss_gen: 3.001981258392334 (2.775620334599248) | > loss_kl: 1.753770112991333 (1.7117468589818454) | > loss_feat: 8.70297622680664 (8.285903565928319) | > loss_mel: 13.796712875366211 (13.10320351192858) | > loss_duration: 1.6674144268035889 (1.6752904214891498) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.922855377197266 (27.55176464256274) | > grad_norm_1: tensor(304.7703, device='cuda:0') (tensor(429.1269, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8472 (0.846458877371767) | > loader_time: 0.0103 (0.009959417469862978)  --> TIME: 2025-05-10 23:51:56 -- STEP: 637/725 -- GLOBAL_STEP: 285750 | > loss_disc: 2.2391433715820312 (2.2014305685154123) | > loss_disc_real_0: 0.12343315780162811 (0.13801608986719807) | > loss_disc_real_1: 0.18815010786056519 (0.190090494894158) | > loss_disc_real_2: 0.18881696462631226 (0.18864234928714235) | > loss_disc_real_3: 0.21317152678966522 (0.20527092036403707) | > loss_disc_real_4: 0.19265663623809814 (0.19601779691933455) | > loss_disc_real_5: 0.19828644394874573 (0.20600713022181893) | > loss_0: 2.2391433715820312 (2.2014305685154123) | > grad_norm_0: tensor(7.9423, device='cuda:0') (tensor(21.7893, device='cuda:0')) | > loss_gen: 2.8078904151916504 (2.772096061257401) | > loss_kl: 1.7910339832305908 (1.7095111849918097) | > loss_feat: 7.942162990570068 (8.27104832201589) | > loss_mel: 12.36596393585205 (13.079205288430403) | > loss_duration: 1.6528327465057373 (1.675377416273862) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.55988311767578 (27.50723826829081) | > grad_norm_1: tensor(151.2175, device='cuda:0') (tensor(429.0677, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.829 (0.8460485493556671) | > loader_time: 0.0117 (0.009969838560095387)  --> TIME: 2025-05-10 23:52:38 -- STEP: 687/725 -- GLOBAL_STEP: 285800 | > loss_disc: 2.219774007797241 (2.2032370716550282) | > loss_disc_real_0: 0.13107265532016754 (0.13838755549778922) | > loss_disc_real_1: 0.1896941214799881 (0.19029473271519176) | > loss_disc_real_2: 0.18123671412467957 (0.18878935164673008) | > loss_disc_real_3: 0.19279660284519196 (0.2053011249333317) | > loss_disc_real_4: 0.18294309079647064 (0.19601763637392108) | > loss_disc_real_5: 0.17206613719463348 (0.20625324989770688) | > loss_0: 2.219774007797241 (2.2032370716550282) | > grad_norm_0: tensor(15.9346, device='cuda:0') (tensor(21.9896, device='cuda:0')) | > loss_gen: 2.6718263626098633 (2.7702539095538468) | > loss_kl: 1.7378767728805542 (1.712087938011647) | > loss_feat: 7.828601360321045 (8.258547512204384) | > loss_mel: 11.895013809204102 (13.068919238738797) | > loss_duration: 1.6932764053344727 (1.6753665743262827) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.82659149169922 (27.485175175784804) | > grad_norm_1: tensor(432.1569, device='cuda:0') (tensor(428.7419, device='cuda:0')) | > current_lr_0: 0.00019191734570271117 | > current_lr_1: 0.00019191734570271117 | > step_time: 0.8729 (0.8455867128774762) | > loader_time: 0.0105 (0.01000086397062743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1835246086120605 (2.1835246086120605) | > loss_disc_real_0: 0.13768407702445984 (0.13768407702445984) | > loss_disc_real_1: 0.13785913586616516 (0.13785913586616516) | > loss_disc_real_2: 0.15460912883281708 (0.15460912883281708) | > loss_disc_real_3: 0.22229211032390594 (0.22229211032390594) | > loss_disc_real_4: 0.23193752765655518 (0.23193752765655518) | > loss_disc_real_5: 0.21787574887275696 (0.21787574887275696) | > loss_0: 2.1835246086120605 (2.1835246086120605) | > loss_gen: 2.6486480236053467 (2.6486480236053467) | > loss_kl: 2.140998363494873 (2.140998363494873) | > loss_feat: 8.862296104431152 (8.862296104431152) | > loss_mel: 14.354430198669434 (14.354430198669434) | > loss_duration: 1.6975133419036865 (1.6975133419036865) | > loss_1: 29.70388412475586 (29.70388412475586)  --> STEP: 1 | > loss_disc: 2.282409906387329 (2.282409906387329) | > loss_disc_real_0: 0.1277163177728653 (0.1277163177728653) | > loss_disc_real_1: 0.15665681660175323 (0.15665681660175323) | > loss_disc_real_2: 0.16734662652015686 (0.16734662652015686) | > loss_disc_real_3: 0.21018795669078827 (0.21018795669078827) | > loss_disc_real_4: 0.24719464778900146 (0.24719464778900146) | > loss_disc_real_5: 0.21592943370342255 (0.21592943370342255) | > loss_0: 2.282409906387329 (2.282409906387329) | > loss_gen: 2.4996137619018555 (2.4996137619018555) | > loss_kl: 2.28418231010437 (2.28418231010437) | > loss_feat: 8.43399715423584 (8.43399715423584) | > loss_mel: 13.346131324768066 (13.346131324768066) | > loss_duration: 1.841711401939392 (1.841711401939392) | > loss_1: 28.405637741088867 (28.405637741088867)  --> STEP: 2 | > loss_disc: 2.2562737464904785 (2.269341826438904) | > loss_disc_real_0: 0.1536007672548294 (0.14065854251384735) | > loss_disc_real_1: 0.16049593687057495 (0.1585763767361641) | > loss_disc_real_2: 0.16349339485168457 (0.16542001068592072) | > loss_disc_real_3: 0.19366025924682617 (0.20192410796880722) | > loss_disc_real_4: 0.2491466999053955 (0.2481706738471985) | > loss_disc_real_5: 0.20824305713176727 (0.2120862454175949) | > loss_0: 2.2562737464904785 (2.269341826438904) | > loss_gen: 2.503979444503784 (2.50179660320282) | > loss_kl: 2.077471971511841 (2.1808271408081055) | > loss_feat: 8.156641960144043 (8.295319557189941) | > loss_mel: 12.994211196899414 (13.17017126083374) | > loss_duration: 1.8717525005340576 (1.8567319512367249) | > loss_1: 27.604055404663086 (28.004846572875977)  --> STEP: 3 | > loss_disc: 2.2803151607513428 (2.2729996045430503) | > loss_disc_real_0: 0.14828501641750336 (0.1432007004817327) | > loss_disc_real_1: 0.1615450233221054 (0.15956592559814453) | > loss_disc_real_2: 0.16054345667362213 (0.1637944926818212) | > loss_disc_real_3: 0.22349011898040771 (0.20911277830600739) | > loss_disc_real_4: 0.2609906792640686 (0.2524440089861552) | > loss_disc_real_5: 0.22211435437202454 (0.21542894840240479) | > loss_0: 2.2803151607513428 (2.2729996045430503) | > loss_gen: 2.510411500930786 (2.5046682357788086) | > loss_kl: 2.089261531829834 (2.1503052711486816) | > loss_feat: 7.606240749359131 (8.065626621246338) | > loss_mel: 12.925074577331543 (13.088472366333008) | > loss_duration: 1.8112081289291382 (1.8415573438008626) | > loss_1: 26.942197799682617 (27.650630315144856)  --> STEP: 4 | > loss_disc: 2.217160701751709 (2.259039878845215) | > loss_disc_real_0: 0.12666335701942444 (0.13906636461615562) | > loss_disc_real_1: 0.15858569741249084 (0.1593208685517311) | > loss_disc_real_2: 0.15492360293865204 (0.1615767702460289) | > loss_disc_real_3: 0.21189738810062408 (0.20980893075466156) | > loss_disc_real_4: 0.2676531970500946 (0.25624630600214005) | > loss_disc_real_5: 0.23282857239246368 (0.2197788543999195) | > loss_0: 2.217160701751709 (2.259039878845215) | > loss_gen: 2.5962181091308594 (2.5275557041168213) | > loss_kl: 1.8957902193069458 (2.0866765081882477) | > loss_feat: 7.672143936157227 (7.96725594997406) | > loss_mel: 13.503633499145508 (13.192262649536133) | > loss_duration: 1.78165602684021 (1.8265820145606995) | > loss_1: 27.44944190979004 (27.600333213806152) --> EVAL PERFORMANCE | > avg_loader_time: 0.2789904475212097 (-0.00010007619857788086) | > avg_loss_disc: 2.259039878845215 (+0.025102615356445312) | > avg_loss_disc_real_0: 0.13906636461615562 (+0.0005026478320360184) | > avg_loss_disc_real_1: 0.1593208685517311 (-0.058242857456207275) | > avg_loss_disc_real_2: 0.1615767702460289 (-0.06396950408816338) | > avg_loss_disc_real_3: 0.20980893075466156 (-0.013722352683544159) | > avg_loss_disc_real_4: 0.25624630600214005 (-0.0359494611620903) | > avg_loss_disc_real_5: 0.2197788543999195 (-0.007714994251728058) | > avg_loss_0: 2.259039878845215 (+0.025102615356445312) | > avg_loss_gen: 2.5275557041168213 (-0.48515844345092773) | > avg_loss_kl: 2.0866765081882477 (+0.12254136800765991) | > avg_loss_feat: 7.96725594997406 (-0.6501787900924683) | > avg_loss_mel: 13.192262649536133 (-1.048083782196045) | > avg_loss_duration: 1.8265820145606995 (+0.014157384634017944) | > avg_loss_1: 27.600333213806152 (-2.0467214584350586)  > EPOCH: 331/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-10 23:53:17)   --> TIME: 2025-05-10 23:53:29 -- STEP: 12/725 -- GLOBAL_STEP: 285850 | > loss_disc: 2.32373309135437 (2.183010717233022) | > loss_disc_real_0: 0.15166951715946198 (0.13345243968069553) | > loss_disc_real_1: 0.20078636705875397 (0.1930613567431768) | > loss_disc_real_2: 0.206808403134346 (0.18827882533272108) | > loss_disc_real_3: 0.1962309330701828 (0.20692163333296776) | > loss_disc_real_4: 0.20218883454799652 (0.1972784399986267) | > loss_disc_real_5: 0.22470487654209137 (0.20609512800971666) | > loss_0: 2.32373309135437 (2.183010717233022) | > grad_norm_0: tensor(15.9383, device='cuda:0') (tensor(19.9309, device='cuda:0')) | > loss_gen: 2.5336973667144775 (2.7785494327545166) | > loss_kl: 1.7707949876785278 (1.7364758849143982) | > loss_feat: 7.248964786529541 (8.395512620608011) | > loss_mel: 11.092085838317871 (13.058931032816568) | > loss_duration: 1.6852526664733887 (1.6807451943556468) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.33079719543457 (27.650213718414307) | > grad_norm_1: tensor(432.6233, device='cuda:0') (tensor(450.4557, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.848 (0.8336907823880514) | > loader_time: 0.0095 (0.010448495546976725)  --> TIME: 2025-05-10 23:54:13 -- STEP: 62/725 -- GLOBAL_STEP: 285900 | > loss_disc: 2.437467575073242 (2.1992630343283377) | > loss_disc_real_0: 0.18204064667224884 (0.1338712041897158) | > loss_disc_real_1: 0.2065613716840744 (0.19241511076688766) | > loss_disc_real_2: 0.2367933988571167 (0.18964083108209795) | > loss_disc_real_3: 0.24614419043064117 (0.2080877173331476) | > loss_disc_real_4: 0.2236781269311905 (0.19747163403418758) | > loss_disc_real_5: 0.22680960595607758 (0.2038553119186432) | > loss_0: 2.437467575073242 (2.1992630343283377) | > grad_norm_0: tensor(24.9231, device='cuda:0') (tensor(23.5663, device='cuda:0')) | > loss_gen: 2.6651084423065186 (2.7869295997004344) | > loss_kl: 1.664987564086914 (1.7401867854979731) | > loss_feat: 6.483441352844238 (8.34578672532112) | > loss_mel: 11.577921867370605 (13.246963116430468) | > loss_duration: 1.7265514135360718 (1.6738900657623046) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.118009567260742 (27.793756331166914) | > grad_norm_1: tensor(488.5988, device='cuda:0') (tensor(476.6010, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8474 (0.8499540936562323) | > loader_time: 0.0094 (0.010324743486219836)  --> TIME: 2025-05-10 23:54:56 -- STEP: 112/725 -- GLOBAL_STEP: 285950 | > loss_disc: 2.338359832763672 (2.2096973210573196) | > loss_disc_real_0: 0.1854257881641388 (0.1380270389573914) | > loss_disc_real_1: 0.18648864328861237 (0.1927650218297328) | > loss_disc_real_2: 0.20227734744548798 (0.18880591421787227) | > loss_disc_real_3: 0.21819186210632324 (0.2058536937194211) | > loss_disc_real_4: 0.17793361842632294 (0.19756328221410513) | > loss_disc_real_5: 0.260895699262619 (0.20656905842146703) | > loss_0: 2.338359832763672 (2.2096973210573196) | > grad_norm_0: tensor(28.0843, device='cuda:0') (tensor(25.6461, device='cuda:0')) | > loss_gen: 2.5962610244750977 (2.7753050178289413) | > loss_kl: 1.577715277671814 (1.731599813061101) | > loss_feat: 7.3702192306518555 (8.249107411929533) | > loss_mel: 12.351923942565918 (13.169358866555351) | > loss_duration: 1.6827051639556885 (1.6776858121156693) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.57882308959961 (27.603056924683706) | > grad_norm_1: tensor(593.0918, device='cuda:0') (tensor(474.1595, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8305 (0.8523330688476562) | > loader_time: 0.0102 (0.010191919548170909)  --> TIME: 2025-05-10 23:55:40 -- STEP: 162/725 -- GLOBAL_STEP: 286000 | > loss_disc: 2.237642526626587 (2.2048719768170946) | > loss_disc_real_0: 0.16514743864536285 (0.137786505628883) | > loss_disc_real_1: 0.20549261569976807 (0.19226156855806892) | > loss_disc_real_2: 0.19180721044540405 (0.18855437397220995) | > loss_disc_real_3: 0.20668043196201324 (0.20547478480471515) | > loss_disc_real_4: 0.20885267853736877 (0.19726305914881795) | > loss_disc_real_5: 0.21632638573646545 (0.2060171009765731) | > loss_0: 2.237642526626587 (2.2048719768170946) | > grad_norm_0: tensor(30.9531, device='cuda:0') (tensor(24.2932, device='cuda:0')) | > loss_gen: 2.6788947582244873 (2.7762506788159604) | > loss_kl: 1.5625059604644775 (1.7402440861419395) | > loss_feat: 7.303997993469238 (8.281432920032069) | > loss_mel: 12.000946044921875 (13.17334564232532) | > loss_duration: 1.6302112340927124 (1.6770633569470161) | > amp_scaler: 256.0 (263.9012345679013) | > loss_1: 25.176555633544922 (27.648336657771356) | > grad_norm_1: tensor(585.0098, device='cuda:0') (tensor(455.8928, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8288 (0.8531173158574987) | > loader_time: 0.0102 (0.010125043951434856) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_286000.pth  --> TIME: 2025-05-10 23:56:25 -- STEP: 212/725 -- GLOBAL_STEP: 286050 | > loss_disc: 2.1359779834747314 (2.2002564533701467) | > loss_disc_real_0: 0.09173526614904404 (0.13649857399176857) | > loss_disc_real_1: 0.19057336449623108 (0.19146788921558633) | > loss_disc_real_2: 0.2088925689458847 (0.18816164810702493) | > loss_disc_real_3: 0.21015401184558868 (0.20551087594819525) | > loss_disc_real_4: 0.21189694106578827 (0.19647364494092065) | > loss_disc_real_5: 0.17116709053516388 (0.20596931157809384) | > loss_0: 2.1359779834747314 (2.2002564533701467) | > grad_norm_0: tensor(26.5942, device='cuda:0') (tensor(24.0760, device='cuda:0')) | > loss_gen: 2.9380924701690674 (2.779637362597125) | > loss_kl: 1.563883662223816 (1.7376818853729177) | > loss_feat: 9.02161979675293 (8.329167629187957) | > loss_mel: 13.319878578186035 (13.160231554283286) | > loss_duration: 1.682384729385376 (1.676866746736023) | > amp_scaler: 256.0 (262.03773584905656) | > loss_1: 28.525859832763672 (27.68358521191579) | > grad_norm_1: tensor(584.3054, device='cuda:0') (tensor(462.3348, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8419 (0.8518771484213056) | > loader_time: 0.0099 (0.010135082703716354)  --> TIME: 2025-05-10 23:57:08 -- STEP: 262/725 -- GLOBAL_STEP: 286100 | > loss_disc: 2.3551337718963623 (2.207610454268127) | > loss_disc_real_0: 0.1605394184589386 (0.14152549926674987) | > loss_disc_real_1: 0.2078031450510025 (0.19099392139047155) | > loss_disc_real_2: 0.23336642980575562 (0.18798142210900334) | > loss_disc_real_3: 0.1989646553993225 (0.2055710131544194) | > loss_disc_real_4: 0.20179225504398346 (0.19666487899900398) | > loss_disc_real_5: 0.20932328701019287 (0.2068129362154553) | > loss_0: 2.3551337718963623 (2.207610454268127) | > grad_norm_0: tensor(28.3885, device='cuda:0') (tensor(23.7607, device='cuda:0')) | > loss_gen: 2.539930582046509 (2.7702674974922012) | > loss_kl: 1.7050721645355225 (1.7348311802813114) | > loss_feat: 7.059112548828125 (8.305853858248874) | > loss_mel: 12.170121192932129 (13.133202742074282) | > loss_duration: 1.6831679344177246 (1.6778071054065502) | > amp_scaler: 256.0 (260.885496183206) | > loss_1: 25.157405853271484 (27.62196240898307) | > grad_norm_1: tensor(412.9794, device='cuda:0') (tensor(450.2403, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8903 (0.8506285716559141) | > loader_time: 0.01 (0.01008690768525801)  --> TIME: 2025-05-10 23:57:51 -- STEP: 312/725 -- GLOBAL_STEP: 286150 | > loss_disc: 2.1114659309387207 (2.208822470444898) | > loss_disc_real_0: 0.10710866749286652 (0.14178860175590477) | > loss_disc_real_1: 0.19280867278575897 (0.19114387618043485) | > loss_disc_real_2: 0.16601115465164185 (0.18790482691465282) | > loss_disc_real_3: 0.19673851132392883 (0.20545367848796722) | > loss_disc_real_4: 0.1697477400302887 (0.19628541372143313) | > loss_disc_real_5: 0.2080339789390564 (0.207442017033314) | > loss_0: 2.1114659309387207 (2.208822470444898) | > grad_norm_0: tensor(19.4418, device='cuda:0') (tensor(23.1787, device='cuda:0')) | > loss_gen: 2.780656576156616 (2.7634963393211374) | > loss_kl: 1.6502631902694702 (1.7362204614358068) | > loss_feat: 8.675293922424316 (8.284278785571066) | > loss_mel: 12.957247734069824 (13.103442769784197) | > loss_duration: 1.6706149578094482 (1.6765156884988148) | > amp_scaler: 256.0 (260.1025641025641) | > loss_1: 27.73407554626465 (27.56395407212086) | > grad_norm_1: tensor(464.0788, device='cuda:0') (tensor(437.1635, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8447 (0.8497994450422431) | > loader_time: 0.0101 (0.0100495838201963)  --> TIME: 2025-05-10 23:58:34 -- STEP: 362/725 -- GLOBAL_STEP: 286200 | > loss_disc: 2.205336570739746 (2.2073237085869297) | > loss_disc_real_0: 0.17732876539230347 (0.14093357067328785) | > loss_disc_real_1: 0.19230613112449646 (0.19082710369186512) | > loss_disc_real_2: 0.21169474720954895 (0.1878821707809169) | > loss_disc_real_3: 0.22086969017982483 (0.20563130484101522) | > loss_disc_real_4: 0.2202099710702896 (0.1962340689413456) | > loss_disc_real_5: 0.2008737474679947 (0.20739668410127327) | > loss_0: 2.205336570739746 (2.2073237085869297) | > grad_norm_0: tensor(29.3984, device='cuda:0') (tensor(22.7470, device='cuda:0')) | > loss_gen: 2.855351209640503 (2.760952253368021) | > loss_kl: 1.7462294101715088 (1.730153426280996) | > loss_feat: 8.249201774597168 (8.272781445835173) | > loss_mel: 13.17034912109375 (13.08160527635016) | > loss_duration: 1.613237977027893 (1.674827881610196) | > amp_scaler: 256.0 (259.5359116022097) | > loss_1: 27.634366989135742 (27.520320286408314) | > grad_norm_1: tensor(451.3370, device='cuda:0') (tensor(430.1637, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8327 (0.8497115867572593) | > loader_time: 0.0097 (0.010049204800010383)  --> TIME: 2025-05-10 23:59:18 -- STEP: 412/725 -- GLOBAL_STEP: 286250 | > loss_disc: 2.2718300819396973 (2.206569327312766) | > loss_disc_real_0: 0.14197707176208496 (0.1402312069588784) | > loss_disc_real_1: 0.1871846318244934 (0.19065123876032322) | > loss_disc_real_2: 0.19311237335205078 (0.1878296236679392) | > loss_disc_real_3: 0.23358431458473206 (0.20559731227101632) | > loss_disc_real_4: 0.19355061650276184 (0.1960455585741303) | > loss_disc_real_5: 0.19001953303813934 (0.20781432775762468) | > loss_0: 2.2718300819396973 (2.206569327312766) | > grad_norm_0: tensor(33.2973, device='cuda:0') (tensor(22.4533, device='cuda:0')) | > loss_gen: 2.610285758972168 (2.761984935084594) | > loss_kl: 1.7072869539260864 (1.7341127589489647) | > loss_feat: 7.040014743804932 (8.281030439636073) | > loss_mel: 11.879639625549316 (13.093509518984455) | > loss_duration: 1.6714495420455933 (1.674893932724462) | > amp_scaler: 256.0 (259.10679611650465) | > loss_1: 24.90867805480957 (27.54553158306381) | > grad_norm_1: tensor(541.6263, device='cuda:0') (tensor(427.6053, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8607 (0.8497753808799298) | > loader_time: 0.0103 (0.010047392937743548)  --> TIME: 2025-05-11 00:00:01 -- STEP: 462/725 -- GLOBAL_STEP: 286300 | > loss_disc: 2.186741352081299 (2.208804458250731) | > loss_disc_real_0: 0.11943912506103516 (0.14047130532723998) | > loss_disc_real_1: 0.18711534142494202 (0.19076033891279462) | > loss_disc_real_2: 0.19891095161437988 (0.18805526658183053) | > loss_disc_real_3: 0.19638599455356598 (0.20555958871072505) | > loss_disc_real_4: 0.18201285600662231 (0.19626139520437694) | > loss_disc_real_5: 0.1782570481300354 (0.20799069151733854) | > loss_0: 2.186741352081299 (2.208804458250731) | > grad_norm_0: tensor(13.6925, device='cuda:0') (tensor(22.6102, device='cuda:0')) | > loss_gen: 2.7049672603607178 (2.7593680893703985) | > loss_kl: 1.7133697271347046 (1.7341685364772745) | > loss_feat: 8.021803855895996 (8.268763146875214) | > loss_mel: 13.117451667785645 (13.079522543655331) | > loss_duration: 1.6955307722091675 (1.674849441041162) | > amp_scaler: 256.0 (258.77056277056255) | > loss_1: 27.253122329711914 (27.51667176283799) | > grad_norm_1: tensor(334.2900, device='cuda:0') (tensor(425.3205, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.7927 (0.8500105287089491) | > loader_time: 0.0106 (0.010034305708748954)  --> TIME: 2025-05-11 00:00:44 -- STEP: 512/725 -- GLOBAL_STEP: 286350 | > loss_disc: 2.296910285949707 (2.2094129882752895) | > loss_disc_real_0: 0.13571502268314362 (0.1401643459248589) | > loss_disc_real_1: 0.19432643055915833 (0.19083129314822148) | > loss_disc_real_2: 0.18921354413032532 (0.18836673416080885) | > loss_disc_real_3: 0.19469323754310608 (0.20550855243345723) | > loss_disc_real_4: 0.20824846625328064 (0.19640419303323148) | > loss_disc_real_5: 0.2472631186246872 (0.20800042542396108) | > loss_0: 2.296910285949707 (2.2094129882752895) | > grad_norm_0: tensor(16.9197, device='cuda:0') (tensor(22.2705, device='cuda:0')) | > loss_gen: 2.634281873703003 (2.7577443621121356) | > loss_kl: 1.663044810295105 (1.7326344049070028) | > loss_feat: 7.100671768188477 (8.251615225337437) | > loss_mel: 11.816072463989258 (13.062623327597978) | > loss_duration: 1.6218092441558838 (1.6752583321649581) | > amp_scaler: 256.0 (258.4999999999998) | > loss_1: 24.835878372192383 (27.479875665158033) | > grad_norm_1: tensor(403.2712, device='cuda:0') (tensor(423.3799, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8366 (0.8490968258120118) | > loader_time: 0.0107 (0.01003615465015173)  --> TIME: 2025-05-11 00:01:27 -- STEP: 562/725 -- GLOBAL_STEP: 286400 | > loss_disc: 2.066314458847046 (2.2092146213792825) | > loss_disc_real_0: 0.11709950119256973 (0.13953878942651676) | > loss_disc_real_1: 0.1822822242975235 (0.19097774409526608) | > loss_disc_real_2: 0.17840929329395294 (0.18851638550860172) | > loss_disc_real_3: 0.182475283741951 (0.20533894593711427) | > loss_disc_real_4: 0.19533927738666534 (0.19646802417324108) | > loss_disc_real_5: 0.16285920143127441 (0.20812689200096707) | > loss_0: 2.066314458847046 (2.2092146213792825) | > grad_norm_0: tensor(21.8522, device='cuda:0') (tensor(22.1204, device='cuda:0')) | > loss_gen: 2.9744021892547607 (2.756928946199791) | > loss_kl: 1.63215970993042 (1.7327226067352974) | > loss_feat: 9.06739616394043 (8.242991584900002) | > loss_mel: 12.395492553710938 (13.061150265758151) | > loss_duration: 1.6399283409118652 (1.6753196145716087) | > amp_scaler: 256.0 (258.2775800711741) | > loss_1: 27.709379196166992 (27.469113034285687) | > grad_norm_1: tensor(458.2153, device='cuda:0') (tensor(423.1944, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.9028 (0.8487115627506024) | > loader_time: 0.0105 (0.010016280985387623)  --> TIME: 2025-05-11 00:02:10 -- STEP: 612/725 -- GLOBAL_STEP: 286450 | > loss_disc: 2.170940637588501 (2.20773530805033) | > loss_disc_real_0: 0.14650456607341766 (0.139296719877451) | > loss_disc_real_1: 0.2062682956457138 (0.191048727559498) | > loss_disc_real_2: 0.18757297098636627 (0.18841623113143674) | > loss_disc_real_3: 0.23942594230175018 (0.20550096716756128) | > loss_disc_real_4: 0.20925050973892212 (0.1963237118876838) | > loss_disc_real_5: 0.19644346833229065 (0.2077305031806426) | > loss_0: 2.170940637588501 (2.20773530805033) | > grad_norm_0: tensor(38.6409, device='cuda:0') (tensor(22.1467, device='cuda:0')) | > loss_gen: 2.7776546478271484 (2.760612894896589) | > loss_kl: 1.8047089576721191 (1.7296867530330333) | > loss_feat: 9.021141052246094 (8.252732473261212) | > loss_mel: 14.375848770141602 (13.079902271819268) | > loss_duration: 1.613213062286377 (1.6749225566589754) | > amp_scaler: 256.0 (258.0915032679736) | > loss_1: 29.592565536499023 (27.49785695979798) | > grad_norm_1: tensor(512.0107, device='cuda:0') (tensor(425.4052, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8035 (0.8489822534953847) | > loader_time: 0.0092 (0.010049242988910556)  --> TIME: 2025-05-11 00:02:53 -- STEP: 662/725 -- GLOBAL_STEP: 286500 | > loss_disc: 2.219372510910034 (2.2065615324455448) | > loss_disc_real_0: 0.17385455965995789 (0.13917652770786837) | > loss_disc_real_1: 0.21039541065692902 (0.1909148046392329) | > loss_disc_real_2: 0.16545040905475616 (0.18824407836461707) | > loss_disc_real_3: 0.17441590130329132 (0.20537747751099825) | > loss_disc_real_4: 0.1874956488609314 (0.19611167405757307) | > loss_disc_real_5: 0.21367190778255463 (0.20759721458228342) | > loss_0: 2.219372510910034 (2.2065615324455448) | > grad_norm_0: tensor(24.5968, device='cuda:0') (tensor(22.3650, device='cuda:0')) | > loss_gen: 2.924715518951416 (2.761726716493914) | > loss_kl: 1.6124454736709595 (1.7286180322624045) | > loss_feat: 8.899574279785156 (8.25927592908508) | > loss_mel: 13.454998016357422 (13.085704391456437) | > loss_duration: 1.6762303113937378 (1.675360167314639) | > amp_scaler: 256.0 (257.93353474320236) | > loss_1: 28.567962646484375 (27.510685237873) | > grad_norm_1: tensor(527.7133, device='cuda:0') (tensor(427.4628, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.874 (0.8483903065909072) | > loader_time: 0.0098 (0.010033564265040831)  --> TIME: 2025-05-11 00:03:36 -- STEP: 712/725 -- GLOBAL_STEP: 286550 | > loss_disc: 2.2197067737579346 (2.206886804338253) | > loss_disc_real_0: 0.15062697231769562 (0.1389952985507047) | > loss_disc_real_1: 0.2024250030517578 (0.19082961539120494) | > loss_disc_real_2: 0.1853300780057907 (0.18846091630167497) | > loss_disc_real_3: 0.21901552379131317 (0.2055156763559312) | > loss_disc_real_4: 0.1852320432662964 (0.19612423663310127) | > loss_disc_real_5: 0.24783481657505035 (0.20781757130046916) | > loss_0: 2.2197067737579346 (2.206886804338253) | > grad_norm_0: tensor(13.7985, device='cuda:0') (tensor(22.1189, device='cuda:0')) | > loss_gen: 2.6821823120117188 (2.7617986868606517) | > loss_kl: 1.5840206146240234 (1.7274703818760562) | > loss_feat: 7.762465953826904 (8.253259235553527) | > loss_mel: 12.86559009552002 (13.086496697382975) | > loss_duration: 1.6728545427322388 (1.6752526112151949) | > amp_scaler: 256.0 (257.7977528089887) | > loss_1: 26.567115783691406 (27.504277609707266) | > grad_norm_1: tensor(369.0164, device='cuda:0') (tensor(425.7119, device='cuda:0')) | > current_lr_0: 0.00019189335603449832 | > current_lr_1: 0.00019189335603449832 | > step_time: 0.8133 (0.8483555768982748) | > loader_time: 0.0098 (0.010032397977421793)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.332697868347168 (2.332697868347168) | > loss_disc_real_0: 0.17284059524536133 (0.17284059524536133) | > loss_disc_real_1: 0.2064090073108673 (0.2064090073108673) | > loss_disc_real_2: 0.23417165875434875 (0.23417165875434875) | > loss_disc_real_3: 0.22440780699253082 (0.22440780699253082) | > loss_disc_real_4: 0.23161327838897705 (0.23161327838897705) | > loss_disc_real_5: 0.26393482089042664 (0.26393482089042664) | > loss_0: 2.332697868347168 (2.332697868347168) | > loss_gen: 2.7273731231689453 (2.7273731231689453) | > loss_kl: 2.137343645095825 (2.137343645095825) | > loss_feat: 7.703516960144043 (7.703516960144043) | > loss_mel: 12.73231315612793 (12.73231315612793) | > loss_duration: 1.6936129331588745 (1.6936129331588745) | > loss_1: 26.994159698486328 (26.994159698486328)  --> STEP: 1 | > loss_disc: 2.304020643234253 (2.304020643234253) | > loss_disc_real_0: 0.16079381108283997 (0.16079381108283997) | > loss_disc_real_1: 0.18533991277217865 (0.18533991277217865) | > loss_disc_real_2: 0.2293338179588318 (0.2293338179588318) | > loss_disc_real_3: 0.2285672426223755 (0.2285672426223755) | > loss_disc_real_4: 0.2537780702114105 (0.2537780702114105) | > loss_disc_real_5: 0.28150200843811035 (0.28150200843811035) | > loss_0: 2.304020643234253 (2.304020643234253) | > loss_gen: 2.857330322265625 (2.857330322265625) | > loss_kl: 2.200263023376465 (2.200263023376465) | > loss_feat: 8.23891830444336 (8.23891830444336) | > loss_mel: 14.521904945373535 (14.521904945373535) | > loss_duration: 1.8075182437896729 (1.8075182437896729) | > loss_1: 29.625934600830078 (29.625934600830078)  --> STEP: 2 | > loss_disc: 2.29667067527771 (2.3003456592559814) | > loss_disc_real_0: 0.16560465097427368 (0.16319923102855682) | > loss_disc_real_1: 0.2113257348537445 (0.19833282381296158) | > loss_disc_real_2: 0.203130304813385 (0.2162320613861084) | > loss_disc_real_3: 0.225956991314888 (0.22726211696863174) | > loss_disc_real_4: 0.2310890108346939 (0.24243354052305222) | > loss_disc_real_5: 0.24515414237976074 (0.26332807540893555) | > loss_0: 2.29667067527771 (2.3003456592559814) | > loss_gen: 2.667478322982788 (2.7624043226242065) | > loss_kl: 1.9000083208084106 (2.0501356720924377) | > loss_feat: 7.4350762367248535 (7.8369972705841064) | > loss_mel: 13.455211639404297 (13.988558292388916) | > loss_duration: 1.8674914836883545 (1.8375048637390137) | > loss_1: 27.325265884399414 (28.475600242614746)  --> STEP: 3 | > loss_disc: 2.345386266708374 (2.315359195073446) | > loss_disc_real_0: 0.18206045031547546 (0.16948630412419638) | > loss_disc_real_1: 0.21867741644382477 (0.20511435468991598) | > loss_disc_real_2: 0.22216294705867767 (0.21820902327696481) | > loss_disc_real_3: 0.21397043764591217 (0.22283155719439188) | > loss_disc_real_4: 0.23622915148735046 (0.24036541084448496) | > loss_disc_real_5: 0.27017131447792053 (0.2656091550985972) | > loss_0: 2.345386266708374 (2.315359195073446) | > loss_gen: 2.7271535396575928 (2.7506540616353354) | > loss_kl: 2.1220829486846924 (2.0741180976231894) | > loss_feat: 7.410856246948242 (7.694950262705485) | > loss_mel: 12.530097961425781 (13.502404848734537) | > loss_duration: 1.8229187726974487 (1.8326428333918254) | > loss_1: 26.613109588623047 (27.854770024617512)  --> STEP: 4 | > loss_disc: 2.362379312515259 (2.327114224433899) | > loss_disc_real_0: 0.16688574850559235 (0.16883616521954536) | > loss_disc_real_1: 0.2141115963459015 (0.20736366510391235) | > loss_disc_real_2: 0.20531675219535828 (0.2149859555065632) | > loss_disc_real_3: 0.19674119353294373 (0.21630896627902985) | > loss_disc_real_4: 0.2074354737997055 (0.2321329265832901) | > loss_disc_real_5: 0.2787237763404846 (0.26888781040906906) | > loss_0: 2.362379312515259 (2.327114224433899) | > loss_gen: 2.6549289226531982 (2.726722776889801) | > loss_kl: 2.0342085361480713 (2.06414070725441) | > loss_feat: 8.953065872192383 (8.00947916507721) | > loss_mel: 13.843843460083008 (13.587764501571655) | > loss_duration: 1.763362169265747 (1.8153226673603058) | > loss_1: 29.249408721923828 (28.203429698944092) --> EVAL PERFORMANCE | > avg_loader_time: 0.27887171506881714 (-0.00011873245239257812) | > avg_loss_disc: 2.327114224433899 (+0.06807434558868408) | > avg_loss_disc_real_0: 0.16883616521954536 (+0.02976980060338974) | > avg_loss_disc_real_1: 0.20736366510391235 (+0.048042796552181244) | > avg_loss_disc_real_2: 0.2149859555065632 (+0.053409185260534286) | > avg_loss_disc_real_3: 0.21630896627902985 (+0.006500035524368286) | > avg_loss_disc_real_4: 0.2321329265832901 (-0.024113379418849945) | > avg_loss_disc_real_5: 0.26888781040906906 (+0.04910895600914955) | > avg_loss_0: 2.327114224433899 (+0.06807434558868408) | > avg_loss_gen: 2.726722776889801 (+0.19916707277297974) | > avg_loss_kl: 2.06414070725441 (-0.02253580093383789) | > avg_loss_feat: 8.00947916507721 (+0.042223215103149414) | > avg_loss_mel: 13.587764501571655 (+0.39550185203552246) | > avg_loss_duration: 1.8153226673603058 (-0.011259347200393677) | > avg_loss_1: 28.203429698944092 (+0.6030964851379395)  > EPOCH: 332/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 00:03:53)   --> TIME: 2025-05-11 00:04:27 -- STEP: 37/725 -- GLOBAL_STEP: 286600 | > loss_disc: 2.2131495475769043 (2.2204854037310624) | > loss_disc_real_0: 0.15073594450950623 (0.14261831846591586) | > loss_disc_real_1: 0.18952138721942902 (0.19021453204992655) | > loss_disc_real_2: 0.21181027591228485 (0.18661724393432205) | > loss_disc_real_3: 0.20641286671161652 (0.20567138009780161) | > loss_disc_real_4: 0.22469288110733032 (0.19889940925546595) | > loss_disc_real_5: 0.1848623901605606 (0.2072466776983158) | > loss_0: 2.2131495475769043 (2.2204854037310624) | > grad_norm_0: tensor(30.0367, device='cuda:0') (tensor(22.4187, device='cuda:0')) | > loss_gen: 2.7322580814361572 (2.729362816423983) | > loss_kl: 1.852195382118225 (1.7278269819311194) | > loss_feat: 7.575710773468018 (7.946029714635901) | > loss_mel: 11.917089462280273 (12.828208433615195) | > loss_duration: 1.675648808479309 (1.6743269256643347) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.75290298461914 (26.905754862604915) | > grad_norm_1: tensor(325.3961, device='cuda:0') (tensor(427.9388, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8706 (0.8554797430296202) | > loader_time: 0.0124 (0.011231370874353358)  --> TIME: 2025-05-11 00:05:11 -- STEP: 87/725 -- GLOBAL_STEP: 286650 | > loss_disc: 2.110994338989258 (2.2267637143189893) | > loss_disc_real_0: 0.127560093998909 (0.140953525130091) | > loss_disc_real_1: 0.18983721733093262 (0.19152237954495968) | > loss_disc_real_2: 0.18173715472221375 (0.18973720981471837) | > loss_disc_real_3: 0.21203848719596863 (0.20555024225821444) | > loss_disc_real_4: 0.17764700949192047 (0.1972842824527587) | > loss_disc_real_5: 0.21463944017887115 (0.2094730349450276) | > loss_0: 2.110994338989258 (2.2267637143189893) | > grad_norm_0: tensor(13.8881, device='cuda:0') (tensor(21.7029, device='cuda:0')) | > loss_gen: 3.0176377296447754 (2.743139804094687) | > loss_kl: 1.7094308137893677 (1.7516049324781044) | > loss_feat: 9.154584884643555 (8.099984119678364) | > loss_mel: 15.160090446472168 (13.038517820424047) | > loss_duration: 1.6536016464233398 (1.675076401096651) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.695343017578125 (27.308322972264783) | > grad_norm_1: tensor(114.5583, device='cuda:0') (tensor(412.9652, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.831 (0.8533092915326701) | > loader_time: 0.0131 (0.010557648779331956)  --> TIME: 2025-05-11 00:05:55 -- STEP: 137/725 -- GLOBAL_STEP: 286700 | > loss_disc: 2.1311488151550293 (2.218442962117439) | > loss_disc_real_0: 0.17611132562160492 (0.13906844161505247) | > loss_disc_real_1: 0.18988223373889923 (0.19131789111743008) | > loss_disc_real_2: 0.17220404744148254 (0.190201048324578) | > loss_disc_real_3: 0.17849145829677582 (0.2046042331596361) | > loss_disc_real_4: 0.1575855016708374 (0.1968628461778599) | > loss_disc_real_5: 0.2216823697090149 (0.20840511367703876) | > loss_0: 2.1311488151550293 (2.218442962117439) | > grad_norm_0: tensor(36.5434, device='cuda:0') (tensor(22.2603, device='cuda:0')) | > loss_gen: 2.908277750015259 (2.7585052243114383) | > loss_kl: 1.7440924644470215 (1.7287074188246345) | > loss_feat: 8.703017234802246 (8.196875826285705) | > loss_mel: 12.916943550109863 (13.147749705906332) | > loss_duration: 1.667447566986084 (1.6754569354718618) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.939777374267578 (27.507294982019133) | > grad_norm_1: tensor(366.8837, device='cuda:0') (tensor(417.6855, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8219 (0.8558484341976418) | > loader_time: 0.0088 (0.010403794963864517)  --> TIME: 2025-05-11 00:06:38 -- STEP: 187/725 -- GLOBAL_STEP: 286750 | > loss_disc: 2.1516335010528564 (2.2120037767338894) | > loss_disc_real_0: 0.08247494697570801 (0.13885543742441245) | > loss_disc_real_1: 0.17259523272514343 (0.19093550757609587) | > loss_disc_real_2: 0.18603521585464478 (0.18913563822998714) | > loss_disc_real_3: 0.18326877057552338 (0.20451223419949335) | > loss_disc_real_4: 0.2013321816921234 (0.19617678607530134) | > loss_disc_real_5: 0.19199132919311523 (0.20782162265025358) | > loss_0: 2.1516335010528564 (2.2120037767338894) | > grad_norm_0: tensor(28.4933, device='cuda:0') (tensor(22.5767, device='cuda:0')) | > loss_gen: 2.752587080001831 (2.766147220835965) | > loss_kl: 1.7578072547912598 (1.7172397496228549) | > loss_feat: 8.464449882507324 (8.238700512258761) | > loss_mel: 13.752525329589844 (13.16003447037967) | > loss_duration: 1.6998215913772583 (1.6765519814057783) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.42719078063965 (27.558673848442847) | > grad_norm_1: tensor(635.2719, device='cuda:0') (tensor(421.9520, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8616 (0.8541498655941397) | > loader_time: 0.0115 (0.010326191703266006)  --> TIME: 2025-05-11 00:07:21 -- STEP: 237/725 -- GLOBAL_STEP: 286800 | > loss_disc: 2.2000982761383057 (2.2093676917160634) | > loss_disc_real_0: 0.11361363530158997 (0.13814805268864092) | > loss_disc_real_1: 0.2012675553560257 (0.19144167125476563) | > loss_disc_real_2: 0.19581791758537292 (0.18923278278690847) | > loss_disc_real_3: 0.22263497114181519 (0.20443602761387325) | > loss_disc_real_4: 0.18102630972862244 (0.1964632552195702) | > loss_disc_real_5: 0.2354249209165573 (0.20706649162346805) | > loss_0: 2.2000982761383057 (2.2093676917160634) | > grad_norm_0: tensor(20.6276, device='cuda:0') (tensor(22.2180, device='cuda:0')) | > loss_gen: 2.843285322189331 (2.768164594465166) | > loss_kl: 1.8941398859024048 (1.7130343069004108) | > loss_feat: 8.81203842163086 (8.253440164815526) | > loss_mel: 15.017046928405762 (13.1948007873342) | > loss_duration: 1.6611924171447754 (1.6762741804122925) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.22770118713379 (27.60571396099364) | > grad_norm_1: tensor(592.9459, device='cuda:0') (tensor(424.6083, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8119 (0.8536934550804428) | > loader_time: 0.009 (0.010257879892985029)  --> TIME: 2025-05-11 00:08:04 -- STEP: 287/725 -- GLOBAL_STEP: 286850 | > loss_disc: 2.2440202236175537 (2.2071855982006237) | > loss_disc_real_0: 0.14631903171539307 (0.13748544324773532) | > loss_disc_real_1: 0.1996222585439682 (0.19103386131105524) | > loss_disc_real_2: 0.1931629627943039 (0.18918397648824622) | > loss_disc_real_3: 0.1904018074274063 (0.20429058845450238) | > loss_disc_real_4: 0.16854436695575714 (0.19624949677584477) | > loss_disc_real_5: 0.227427676320076 (0.20735140020215972) | > loss_0: 2.2440202236175537 (2.2071855982006237) | > grad_norm_0: tensor(25.8622, device='cuda:0') (tensor(22.4824, device='cuda:0')) | > loss_gen: 2.7162892818450928 (2.7670286183573216) | > loss_kl: 1.7009937763214111 (1.714378717469006) | > loss_feat: 8.242380142211914 (8.255543029266786) | > loss_mel: 14.094099998474121 (13.187066633111506) | > loss_duration: 1.6869428157806396 (1.6757658092817778) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.440706253051758 (27.599782750996972) | > grad_norm_1: tensor(493.7631, device='cuda:0') (tensor(429.1588, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8026 (0.8515715640596396) | > loader_time: 0.0101 (0.010199026779015309)  --> TIME: 2025-05-11 00:08:47 -- STEP: 337/725 -- GLOBAL_STEP: 286900 | > loss_disc: 2.062678575515747 (2.204989050545398) | > loss_disc_real_0: 0.07808113843202591 (0.13684086483911526) | > loss_disc_real_1: 0.1580910086631775 (0.19079592602896767) | > loss_disc_real_2: 0.1605825424194336 (0.18897307202087296) | > loss_disc_real_3: 0.23202301561832428 (0.20465445695362042) | > loss_disc_real_4: 0.18475358188152313 (0.19653361414501158) | > loss_disc_real_5: 0.2280145138502121 (0.20702606112383956) | > loss_0: 2.062678575515747 (2.204989050545398) | > grad_norm_0: tensor(23.7007, device='cuda:0') (tensor(22.0635, device='cuda:0')) | > loss_gen: 2.9001736640930176 (2.768061856487737) | > loss_kl: 1.6526914834976196 (1.7190507724660087) | > loss_feat: 9.362183570861816 (8.264889083205775) | > loss_mel: 13.9193115234375 (13.179794090791694) | > loss_duration: 1.657203197479248 (1.675216680818212) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.49156379699707 (27.607012434600005) | > grad_norm_1: tensor(501.3219, device='cuda:0') (tensor(421.3632, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8784 (0.8511709919315418) | > loader_time: 0.0098 (0.0101076254858815)  --> TIME: 2025-05-11 00:09:30 -- STEP: 387/725 -- GLOBAL_STEP: 286950 | > loss_disc: 2.2041521072387695 (2.2041827526511475) | > loss_disc_real_0: 0.20394060015678406 (0.13746001582968156) | > loss_disc_real_1: 0.192241832613945 (0.19065460632013723) | > loss_disc_real_2: 0.18484193086624146 (0.18877883759887937) | > loss_disc_real_3: 0.2052236795425415 (0.20447203170421518) | > loss_disc_real_4: 0.20093940198421478 (0.19604322758986975) | > loss_disc_real_5: 0.18926729261875153 (0.20679337171313072) | > loss_0: 2.2041521072387695 (2.2041827526511475) | > grad_norm_0: tensor(28.2091, device='cuda:0') (tensor(22.4508, device='cuda:0')) | > loss_gen: 2.77152156829834 (2.7714774134239155) | > loss_kl: 1.724113941192627 (1.7193327458329903) | > loss_feat: 8.05955696105957 (8.263144406853417) | > loss_mel: 13.973501205444336 (13.191675994439333) | > loss_duration: 1.7470158338546753 (1.675237527805397) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.27570915222168 (27.62086805200699) | > grad_norm_1: tensor(289.6178, device='cuda:0') (tensor(419.7391, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8689 (0.8514426327490991) | > loader_time: 0.0102 (0.010068487443357161)  --> TIME: 2025-05-11 00:10:13 -- STEP: 437/725 -- GLOBAL_STEP: 287000 | > loss_disc: 2.2315258979797363 (2.207381674845106) | > loss_disc_real_0: 0.18675659596920013 (0.13813650398355343) | > loss_disc_real_1: 0.1682581603527069 (0.1907733812825904) | > loss_disc_real_2: 0.2139391452074051 (0.1890745239345104) | > loss_disc_real_3: 0.19070403277873993 (0.20458048841227663) | > loss_disc_real_4: 0.20405736565589905 (0.19613166318809966) | > loss_disc_real_5: 0.2348158061504364 (0.20713372828622165) | > loss_0: 2.2315258979797363 (2.207381674845106) | > grad_norm_0: tensor(43.3024, device='cuda:0') (tensor(22.0689, device='cuda:0')) | > loss_gen: 2.752993106842041 (2.7633821325934975) | > loss_kl: 1.6996761560440063 (1.7142720124268696) | > loss_feat: 8.536233901977539 (8.226280876919125) | > loss_mel: 13.586016654968262 (13.145489367522144) | > loss_duration: 1.6331032514572144 (1.6748602425752022) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.20802116394043 (27.524284567931144) | > grad_norm_1: tensor(571.7279, device='cuda:0') (tensor(410.4400, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8948 (0.8504203958969639) | > loader_time: 0.0093 (0.01003355128814208) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_287000.pth  --> TIME: 2025-05-11 00:10:59 -- STEP: 487/725 -- GLOBAL_STEP: 287050 | > loss_disc: 2.217200994491577 (2.2056820292247656) | > loss_disc_real_0: 0.1606951504945755 (0.13769659598872425) | > loss_disc_real_1: 0.20558945834636688 (0.19054940780452637) | > loss_disc_real_2: 0.19466626644134521 (0.18889290106614745) | > loss_disc_real_3: 0.19440189003944397 (0.20464616408093514) | > loss_disc_real_4: 0.17926087975502014 (0.19601461026641628) | > loss_disc_real_5: 0.17742322385311127 (0.20680839582145588) | > loss_0: 2.217200994491577 (2.2056820292247656) | > grad_norm_0: tensor(30.0727, device='cuda:0') (tensor(22.0363, device='cuda:0')) | > loss_gen: 2.6624093055725098 (2.763431552499225) | > loss_kl: 1.7036173343658447 (1.7145438328905518) | > loss_feat: 7.4783101081848145 (8.230821031809354) | > loss_mel: 12.856186866760254 (13.151492847309463) | > loss_duration: 1.6682231426239014 (1.6755147673021349) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.368745803833008 (27.535803980895864) | > grad_norm_1: tensor(317.7735, device='cuda:0') (tensor(411.4411, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.802 (0.8492791383418214) | > loader_time: 0.0093 (0.010039044601471758)  --> TIME: 2025-05-11 00:11:42 -- STEP: 537/725 -- GLOBAL_STEP: 287100 | > loss_disc: 2.1285324096679688 (2.2060143350444927) | > loss_disc_real_0: 0.10806865990161896 (0.13802524221787038) | > loss_disc_real_1: 0.18516899645328522 (0.19066563337430828) | > loss_disc_real_2: 0.1884809285402298 (0.18883112727818754) | > loss_disc_real_3: 0.20260997116565704 (0.20471825812781994) | > loss_disc_real_4: 0.19109328091144562 (0.1958840949603078) | > loss_disc_real_5: 0.20145201683044434 (0.20663902288375627) | > loss_0: 2.1285324096679688 (2.2060143350444927) | > grad_norm_0: tensor(18.9950, device='cuda:0') (tensor(22.1537, device='cuda:0')) | > loss_gen: 2.868767261505127 (2.761120159088787) | > loss_kl: 1.6550043821334839 (1.715766137094693) | > loss_feat: 9.105168342590332 (8.214585816616019) | > loss_mel: 13.662762641906738 (13.129995777620284) | > loss_duration: 1.7059587240219116 (1.6758605830052264) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.997661590576172 (27.497328440348298) | > grad_norm_1: tensor(320.0093, device='cuda:0') (tensor(411.2876, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8365 (0.8488237706864569) | > loader_time: 0.0091 (0.010007963056226898)  --> TIME: 2025-05-11 00:12:24 -- STEP: 587/725 -- GLOBAL_STEP: 287150 | > loss_disc: 2.1550512313842773 (2.2048722964535385) | > loss_disc_real_0: 0.11708612740039825 (0.13770649756036804) | > loss_disc_real_1: 0.18983566761016846 (0.19050825799750312) | > loss_disc_real_2: 0.206330344080925 (0.18871164103585972) | > loss_disc_real_3: 0.23174084722995758 (0.20493349435483788) | > loss_disc_real_4: 0.20205099880695343 (0.19569744473066214) | > loss_disc_real_5: 0.23014383018016815 (0.2066683120378238) | > loss_0: 2.1550512313842773 (2.2048722964535385) | > grad_norm_0: tensor(37.0339, device='cuda:0') (tensor(22.0000, device='cuda:0')) | > loss_gen: 2.887223243713379 (2.7624261895070883) | > loss_kl: 1.5521115064620972 (1.7144233796624957) | > loss_feat: 8.597029685974121 (8.227826596118733) | > loss_mel: 13.249699592590332 (13.126143054214811) | > loss_duration: 1.6732121706008911 (1.6754761416420623) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.95927619934082 (27.506295329261263) | > grad_norm_1: tensor(611.2408, device='cuda:0') (tensor(412.5719, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8518 (0.8481992225224558) | > loader_time: 0.0092 (0.009969772634554954)  --> TIME: 2025-05-11 00:13:07 -- STEP: 637/725 -- GLOBAL_STEP: 287200 | > loss_disc: 2.2717082500457764 (2.2026364887527996) | > loss_disc_real_0: 0.12911993265151978 (0.1372964045784351) | > loss_disc_real_1: 0.19569998979568481 (0.1904109936774807) | > loss_disc_real_2: 0.21259194612503052 (0.18868229017714305) | > loss_disc_real_3: 0.22066688537597656 (0.20492205610922798) | > loss_disc_real_4: 0.20336748659610748 (0.19568078235095873) | > loss_disc_real_5: 0.20508812367916107 (0.2061749339758696) | > loss_0: 2.2717082500457764 (2.2026364887527996) | > grad_norm_0: tensor(19.1728, device='cuda:0') (tensor(21.9234, device='cuda:0')) | > loss_gen: 2.7247681617736816 (2.766818178317609) | > loss_kl: 1.8061559200286865 (1.7151243070979694) | > loss_feat: 7.407609939575195 (8.24893781865598) | > loss_mel: 11.922304153442383 (13.14733904085503) | > loss_duration: 1.6350836753845215 (1.6753993170976271) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.495922088623047 (27.553618636198646) | > grad_norm_1: tensor(525.3827, device='cuda:0') (tensor(415.0926, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8301 (0.8473300159071075) | > loader_time: 0.01 (0.009963599254422495)  --> TIME: 2025-05-11 00:13:50 -- STEP: 687/725 -- GLOBAL_STEP: 287250 | > loss_disc: 2.327239751815796 (2.2024085360322982) | > loss_disc_real_0: 0.14142854511737823 (0.13753043047899424) | > loss_disc_real_1: 0.20557816326618195 (0.19032975755837978) | > loss_disc_real_2: 0.18544484674930573 (0.18841967624347794) | > loss_disc_real_3: 0.20948533713817596 (0.2048873313346112) | > loss_disc_real_4: 0.19585178792476654 (0.19560887486696946) | > loss_disc_real_5: 0.20458853244781494 (0.20628500218995285) | > loss_0: 2.327239751815796 (2.2024085360322982) | > grad_norm_0: tensor(23.6474, device='cuda:0') (tensor(21.9528, device='cuda:0')) | > loss_gen: 2.574979305267334 (2.7673663867439564) | > loss_kl: 1.7130070924758911 (1.7151141579668248) | > loss_feat: 7.3186516761779785 (8.250364838035171) | > loss_mel: 10.944405555725098 (13.151814848054439) | > loss_duration: 1.6870360374450684 (1.6753990145229363) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.238080978393555 (27.560059210098455) | > grad_norm_1: tensor(449.5743, device='cuda:0') (tensor(416.9684, device='cuda:0')) | > current_lr_0: 0.000191869369364994 | > current_lr_1: 0.000191869369364994 | > step_time: 0.8496 (0.8467171684970325) | > loader_time: 0.0095 (0.009948129390177932)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4029431343078613 (2.4029431343078613) | > loss_disc_real_0: 0.16852176189422607 (0.16852176189422607) | > loss_disc_real_1: 0.14182184636592865 (0.14182184636592865) | > loss_disc_real_2: 0.24411647021770477 (0.24411647021770477) | > loss_disc_real_3: 0.21936845779418945 (0.21936845779418945) | > loss_disc_real_4: 0.25961944460868835 (0.25961944460868835) | > loss_disc_real_5: 0.27105578780174255 (0.27105578780174255) | > loss_0: 2.4029431343078613 (2.4029431343078613) | > loss_gen: 2.6208066940307617 (2.6208066940307617) | > loss_kl: 2.0499303340911865 (2.0499303340911865) | > loss_feat: 7.204374313354492 (7.204374313354492) | > loss_mel: 13.145148277282715 (13.145148277282715) | > loss_duration: 1.7197638750076294 (1.7197638750076294) | > loss_1: 26.74002456665039 (26.74002456665039)  --> STEP: 1 | > loss_disc: 2.3260231018066406 (2.3260231018066406) | > loss_disc_real_0: 0.16733171045780182 (0.16733171045780182) | > loss_disc_real_1: 0.12971541285514832 (0.12971541285514832) | > loss_disc_real_2: 0.2562830448150635 (0.2562830448150635) | > loss_disc_real_3: 0.20081444084644318 (0.20081444084644318) | > loss_disc_real_4: 0.23060321807861328 (0.23060321807861328) | > loss_disc_real_5: 0.2597176432609558 (0.2597176432609558) | > loss_0: 2.3260231018066406 (2.3260231018066406) | > loss_gen: 2.7265021800994873 (2.7265021800994873) | > loss_kl: 1.9071787595748901 (1.9071787595748901) | > loss_feat: 7.959748268127441 (7.959748268127441) | > loss_mel: 13.93630313873291 (13.93630313873291) | > loss_duration: 1.7928420305252075 (1.7928420305252075) | > loss_1: 28.322574615478516 (28.322574615478516)  --> STEP: 2 | > loss_disc: 2.31246018409729 (2.3192416429519653) | > loss_disc_real_0: 0.15940099954605103 (0.16336635500192642) | > loss_disc_real_1: 0.1430155485868454 (0.13636548072099686) | > loss_disc_real_2: 0.24174533784389496 (0.24901419132947922) | > loss_disc_real_3: 0.2137717753648758 (0.20729310810565948) | > loss_disc_real_4: 0.24438080191612244 (0.23749200999736786) | > loss_disc_real_5: 0.23867689073085785 (0.24919726699590683) | > loss_0: 2.31246018409729 (2.3192416429519653) | > loss_gen: 2.722891330718994 (2.7246967554092407) | > loss_kl: 1.9889253377914429 (1.9480520486831665) | > loss_feat: 7.675016403198242 (7.817382335662842) | > loss_mel: 13.273088455200195 (13.604695796966553) | > loss_duration: 1.8578767776489258 (1.8253594040870667) | > loss_1: 27.517799377441406 (27.92018699645996)  --> STEP: 3 | > loss_disc: 2.2174313068389893 (2.28530486424764) | > loss_disc_real_0: 0.15579868853092194 (0.16084379951159158) | > loss_disc_real_1: 0.13904288411140442 (0.13725794851779938) | > loss_disc_real_2: 0.23337097465991974 (0.24379978577295938) | > loss_disc_real_3: 0.19168245792388916 (0.20208955804506937) | > loss_disc_real_4: 0.2168600857257843 (0.23061470190684) | > loss_disc_real_5: 0.23536190390586853 (0.2445854792992274) | > loss_0: 2.2174313068389893 (2.28530486424764) | > loss_gen: 2.8269171714782715 (2.758770227432251) | > loss_kl: 2.06855845451355 (1.9882208506266277) | > loss_feat: 8.819918632507324 (8.15156110127767) | > loss_mel: 13.910305976867676 (13.706565856933594) | > loss_duration: 1.8127095699310303 (1.8211427927017212) | > loss_1: 29.43840980529785 (28.42626126607259)  --> STEP: 4 | > loss_disc: 2.461994171142578 (2.3294771909713745) | > loss_disc_real_0: 0.19556854665279388 (0.16952498629689217) | > loss_disc_real_1: 0.16023406386375427 (0.1430019773542881) | > loss_disc_real_2: 0.2467634230852127 (0.24454069510102272) | > loss_disc_real_3: 0.21960826218128204 (0.20646923407912254) | > loss_disc_real_4: 0.24665160477161407 (0.23462392762303352) | > loss_disc_real_5: 0.2497907280921936 (0.24588679149746895) | > loss_0: 2.461994171142578 (2.3294771909713745) | > loss_gen: 2.6241323947906494 (2.7251107692718506) | > loss_kl: 2.0438642501831055 (2.002131700515747) | > loss_feat: 7.265528678894043 (7.930052995681763) | > loss_mel: 11.75752067565918 (13.21930456161499) | > loss_duration: 1.7892324924468994 (1.8131652176380157) | > loss_1: 25.48027801513672 (27.689765453338623) --> EVAL PERFORMANCE | > avg_loader_time: 0.2798166275024414 (+0.0009449124336242676) | > avg_loss_disc: 2.3294771909713745 (+0.002362966537475586) | > avg_loss_disc_real_0: 0.16952498629689217 (+0.0006888210773468018) | > avg_loss_disc_real_1: 0.1430019773542881 (-0.06436168774962425) | > avg_loss_disc_real_2: 0.24454069510102272 (+0.029554739594459534) | > avg_loss_disc_real_3: 0.20646923407912254 (-0.009839732199907303) | > avg_loss_disc_real_4: 0.23462392762303352 (+0.0024910010397434235) | > avg_loss_disc_real_5: 0.24588679149746895 (-0.023001018911600113) | > avg_loss_0: 2.3294771909713745 (+0.002362966537475586) | > avg_loss_gen: 2.7251107692718506 (-0.0016120076179504395) | > avg_loss_kl: 2.002131700515747 (-0.06200900673866272) | > avg_loss_feat: 7.930052995681763 (-0.07942616939544678) | > avg_loss_mel: 13.21930456161499 (-0.36845993995666504) | > avg_loss_duration: 1.8131652176380157 (-0.002157449722290039) | > avg_loss_1: 27.689765453338623 (-0.5136642456054688)  > EPOCH: 333/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 00:14:29)   --> TIME: 2025-05-11 00:14:41 -- STEP: 12/725 -- GLOBAL_STEP: 287300 | > loss_disc: 2.272855281829834 (2.2107912500699363) | > loss_disc_real_0: 0.12622423470020294 (0.13021000164250532) | > loss_disc_real_1: 0.18886083364486694 (0.19366143022974333) | > loss_disc_real_2: 0.20560476183891296 (0.18863396967450777) | > loss_disc_real_3: 0.24100957810878754 (0.20362488056222597) | > loss_disc_real_4: 0.2031027376651764 (0.19933228815595308) | > loss_disc_real_5: 0.15518462657928467 (0.20491927613814673) | > loss_0: 2.272855281829834 (2.2107912500699363) | > grad_norm_0: tensor(8.8705, device='cuda:0') (tensor(22.8337, device='cuda:0')) | > loss_gen: 2.651796340942383 (2.7797738313674927) | > loss_kl: 1.7424908876419067 (1.740096886952718) | > loss_feat: 7.88678503036499 (8.246926744778952) | > loss_mel: 12.622682571411133 (13.120353698730469) | > loss_duration: 1.6916236877441406 (1.676324685414632) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.595378875732422 (27.56347592671712) | > grad_norm_1: tensor(255.0449, device='cuda:0') (tensor(462.8334, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8319 (0.831410268942515) | > loader_time: 0.0087 (0.010209381580352783)  --> TIME: 2025-05-11 00:15:24 -- STEP: 62/725 -- GLOBAL_STEP: 287350 | > loss_disc: 2.1644318103790283 (2.2049712019581955) | > loss_disc_real_0: 0.12529897689819336 (0.13829654887799298) | > loss_disc_real_1: 0.17645305395126343 (0.191864640962693) | > loss_disc_real_2: 0.18838533759117126 (0.18652576208114624) | > loss_disc_real_3: 0.1837962418794632 (0.2044347661637491) | > loss_disc_real_4: 0.19184447824954987 (0.1955615512786373) | > loss_disc_real_5: 0.19772328436374664 (0.2061733824591483) | > loss_0: 2.1644318103790283 (2.2049712019581955) | > grad_norm_0: tensor(7.7855, device='cuda:0') (tensor(21.6111, device='cuda:0')) | > loss_gen: 2.896976947784424 (2.753383328837733) | > loss_kl: 1.4748841524124146 (1.7201905365913146) | > loss_feat: 8.467644691467285 (8.258361301114478) | > loss_mel: 14.198073387145996 (13.077875029656195) | > loss_duration: 1.71012282371521 (1.6720525641595163) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.74770164489746 (27.481862621922648) | > grad_norm_1: tensor(327.2541, device='cuda:0') (tensor(424.2517, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8511 (0.8511555925492318) | > loader_time: 0.0105 (0.01003782210811492)  --> TIME: 2025-05-11 00:16:08 -- STEP: 112/725 -- GLOBAL_STEP: 287400 | > loss_disc: 2.1212563514709473 (2.207190746707576) | > loss_disc_real_0: 0.15156997740268707 (0.1398799479939044) | > loss_disc_real_1: 0.16096915304660797 (0.1907480770189848) | > loss_disc_real_2: 0.15918876230716705 (0.18607227198247395) | > loss_disc_real_3: 0.18912872672080994 (0.20516809914261103) | > loss_disc_real_4: 0.15723496675491333 (0.19553576316684487) | > loss_disc_real_5: 0.22785012423992157 (0.20863991017852504) | > loss_0: 2.1212563514709473 (2.207190746707576) | > grad_norm_0: tensor(26.9892, device='cuda:0') (tensor(22.1587, device='cuda:0')) | > loss_gen: 2.8112058639526367 (2.7562239659684047) | > loss_kl: 1.597671389579773 (1.7135790980287962) | > loss_feat: 9.248612403869629 (8.229763622794826) | > loss_mel: 14.71594524383545 (13.030937629086631) | > loss_duration: 1.6798697710037231 (1.6751371739166125) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.053306579589844 (27.405641419546942) | > grad_norm_1: tensor(686.6843, device='cuda:0') (tensor(412.9806, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8354 (0.8510508068970272) | > loader_time: 0.0096 (0.009936575378690445)  --> TIME: 2025-05-11 00:16:51 -- STEP: 162/725 -- GLOBAL_STEP: 287450 | > loss_disc: 2.3201043605804443 (2.2120121577639638) | > loss_disc_real_0: 0.10749983787536621 (0.1401102668893191) | > loss_disc_real_1: 0.16882789134979248 (0.1908763255234118) | > loss_disc_real_2: 0.19879208505153656 (0.18718545865497468) | > loss_disc_real_3: 0.23485201597213745 (0.20552034850841688) | > loss_disc_real_4: 0.2448994666337967 (0.19561107263520913) | > loss_disc_real_5: 0.2173287719488144 (0.20845574563668093) | > loss_0: 2.3201043605804443 (2.2120121577639638) | > grad_norm_0: tensor(16.3039, device='cuda:0') (tensor(21.9823, device='cuda:0')) | > loss_gen: 2.6835520267486572 (2.7519163217073594) | > loss_kl: 1.850537896156311 (1.7228753927313252) | > loss_feat: 7.663874626159668 (8.191550825848992) | > loss_mel: 13.177618980407715 (12.994906042828973) | > loss_duration: 1.6230826377868652 (1.6754620347493967) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.998666763305664 (27.336710623752918) | > grad_norm_1: tensor(424.6440, device='cuda:0') (tensor(404.6681, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8311 (0.8505927059385512) | > loader_time: 0.0098 (0.009917975943765523)  --> TIME: 2025-05-11 00:17:34 -- STEP: 212/725 -- GLOBAL_STEP: 287500 | > loss_disc: 2.2668964862823486 (2.2182173127273335) | > loss_disc_real_0: 0.1401088684797287 (0.14030383467533683) | > loss_disc_real_1: 0.19483768939971924 (0.19209007398699815) | > loss_disc_real_2: 0.1958846151828766 (0.18847760916599687) | > loss_disc_real_3: 0.21863169968128204 (0.20570046180542909) | > loss_disc_real_4: 0.2097092568874359 (0.1962803063808747) | > loss_disc_real_5: 0.20868967473506927 (0.20868038020606308) | > loss_0: 2.2668964862823486 (2.2182173127273335) | > grad_norm_0: tensor(14.3112, device='cuda:0') (tensor(21.3827, device='cuda:0')) | > loss_gen: 2.6127121448516846 (2.7448240889693207) | > loss_kl: 1.6186100244522095 (1.7254495631973699) | > loss_feat: 7.145339488983154 (8.164611546498412) | > loss_mel: 11.213536262512207 (12.967408117258325) | > loss_duration: 1.6882200241088867 (1.6747866632803436) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.278419494628906 (27.277079996073017) | > grad_norm_1: tensor(372.8270, device='cuda:0') (tensor(393.5470, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8529 (0.8514535640770534) | > loader_time: 0.0099 (0.00991689034228055)  --> TIME: 2025-05-11 00:18:17 -- STEP: 262/725 -- GLOBAL_STEP: 287550 | > loss_disc: 2.22194766998291 (2.2392376019754474) | > loss_disc_real_0: 0.1810196042060852 (0.1565351346578762) | > loss_disc_real_1: 0.1777801811695099 (0.19173893668041883) | > loss_disc_real_2: 0.17423810064792633 (0.18928168145299867) | > loss_disc_real_3: 0.1758379489183426 (0.2061867095700657) | > loss_disc_real_4: 0.1870211809873581 (0.1968377226295362) | > loss_disc_real_5: 0.24947267770767212 (0.21052927063166635) | > loss_0: 2.22194766998291 (2.2392376019754474) | > grad_norm_0: tensor(41.2442, device='cuda:0') (tensor(22.1947, device='cuda:0')) | > loss_gen: 2.8607020378112793 (2.739294528051187) | > loss_kl: 1.7992987632751465 (1.7274726856755847) | > loss_feat: 8.704313278198242 (8.1354845880552) | > loss_mel: 13.219630241394043 (12.926997763509968) | > loss_duration: 1.6730831861495972 (1.675961849343686) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.257028579711914 (27.205211384605807) | > grad_norm_1: tensor(529.2137, device='cuda:0') (tensor(399.9981, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8827 (0.8509447747514448) | > loader_time: 0.0101 (0.009907638753643472)  --> TIME: 2025-05-11 00:19:01 -- STEP: 312/725 -- GLOBAL_STEP: 287600 | > loss_disc: 2.151944160461426 (2.237930410565473) | > loss_disc_real_0: 0.15424944460391998 (0.15459574899898892) | > loss_disc_real_1: 0.21472522616386414 (0.1915703594971162) | > loss_disc_real_2: 0.18595942854881287 (0.18929347687233716) | > loss_disc_real_3: 0.17093075811862946 (0.20627315628987092) | > loss_disc_real_4: 0.19834308326244354 (0.19698393999192965) | > loss_disc_real_5: 0.20450574159622192 (0.21035761839877332) | > loss_0: 2.151944160461426 (2.237930410565473) | > grad_norm_0: tensor(33.6003, device='cuda:0') (tensor(22.4036, device='cuda:0')) | > loss_gen: 2.8457839488983154 (2.7367410652148423) | > loss_kl: 1.6339538097381592 (1.7245932821279917) | > loss_feat: 8.345001220703125 (8.120226948689185) | > loss_mel: 13.085655212402344 (12.913130234449337) | > loss_duration: 1.6737359762191772 (1.6749508464947724) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.584129333496094 (27.16964235061254) | > grad_norm_1: tensor(511.1678, device='cuda:0') (tensor(407.5177, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8317 (0.8508676290512087) | > loader_time: 0.0095 (0.009907512328563593)  --> TIME: 2025-05-11 00:19:44 -- STEP: 362/725 -- GLOBAL_STEP: 287650 | > loss_disc: 2.1856813430786133 (2.2347690094241788) | > loss_disc_real_0: 0.1432948112487793 (0.15334367297219323) | > loss_disc_real_1: 0.22424344718456268 (0.19134432093873205) | > loss_disc_real_2: 0.2054746150970459 (0.18898977084054464) | > loss_disc_real_3: 0.2198544293642044 (0.2061754085987971) | > loss_disc_real_4: 0.20670385658740997 (0.19684360662053307) | > loss_disc_real_5: 0.22226104140281677 (0.21005588897519345) | > loss_0: 2.1856813430786133 (2.2347690094241788) | > grad_norm_0: tensor(29.5738, device='cuda:0') (tensor(22.3287, device='cuda:0')) | > loss_gen: 3.002340316772461 (2.7386478890371584) | > loss_kl: 1.9794697761535645 (1.7224290772696227) | > loss_feat: 8.259507179260254 (8.128004012186876) | > loss_mel: 12.742981910705566 (12.91623686426911) | > loss_duration: 1.626686453819275 (1.67401669993585) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.610986709594727 (27.17933454039347) | > grad_norm_1: tensor(427.3564, device='cuda:0') (tensor(412.6190, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8473 (0.8507236874564578) | > loader_time: 0.01 (0.009899267175579594)  --> TIME: 2025-05-11 00:20:27 -- STEP: 412/725 -- GLOBAL_STEP: 287700 | > loss_disc: 2.1942660808563232 (2.2332901778151686) | > loss_disc_real_0: 0.2099347859621048 (0.1515216933906948) | > loss_disc_real_1: 0.21714183688163757 (0.19138225562219477) | > loss_disc_real_2: 0.19376909732818604 (0.18897907045281043) | > loss_disc_real_3: 0.24839650094509125 (0.20620664216360998) | > loss_disc_real_4: 0.2210799604654312 (0.19699170472986494) | > loss_disc_real_5: 0.1960805356502533 (0.2100770588494041) | > loss_0: 2.1942660808563232 (2.2332901778151686) | > grad_norm_0: tensor(20.4481, device='cuda:0') (tensor(21.8714, device='cuda:0')) | > loss_gen: 2.8030364513397217 (2.7367919903357043) | > loss_kl: 1.7723028659820557 (1.7262181781449364) | > loss_feat: 8.15221881866455 (8.113207709442058) | > loss_mel: 13.053438186645508 (12.918911961675848) | > loss_duration: 1.6633868217468262 (1.6744818019056784) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.444381713867188 (27.169611676225383) | > grad_norm_1: tensor(497.3653, device='cuda:0') (tensor(410.5219, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8715 (0.8509047685317624) | > loader_time: 0.0099 (0.009871420929732826)  --> TIME: 2025-05-11 00:21:11 -- STEP: 462/725 -- GLOBAL_STEP: 287750 | > loss_disc: 2.1435980796813965 (2.2302996480103685) | > loss_disc_real_0: 0.18384572863578796 (0.15046164377298202) | > loss_disc_real_1: 0.23787030577659607 (0.191356983180944) | > loss_disc_real_2: 0.17438285052776337 (0.18887522436065585) | > loss_disc_real_3: 0.2141236662864685 (0.20578186797760264) | > loss_disc_real_4: 0.2348870486021042 (0.19675641874601318) | > loss_disc_real_5: 0.19373250007629395 (0.2096819895686525) | > loss_0: 2.1435980796813965 (2.2302996480103685) | > grad_norm_0: tensor(23.8963, device='cuda:0') (tensor(22.0126, device='cuda:0')) | > loss_gen: 2.9334118366241455 (2.7404832251660225) | > loss_kl: 1.694565773010254 (1.7255717639799242) | > loss_feat: 8.377017974853516 (8.129850720946397) | > loss_mel: 12.837417602539062 (12.93610650636417) | > loss_duration: 1.7089965343475342 (1.6740931334433617) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.551408767700195 (27.206105380863338) | > grad_norm_1: tensor(657.3570, device='cuda:0') (tensor(415.2163, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8338 (0.852160093072173) | > loader_time: 0.0115 (0.009916045448996798)  --> TIME: 2025-05-11 00:21:54 -- STEP: 512/725 -- GLOBAL_STEP: 287800 | > loss_disc: 2.1380460262298584 (2.231908349087461) | > loss_disc_real_0: 0.18900084495544434 (0.14916525036096584) | > loss_disc_real_1: 0.20390598475933075 (0.19154059566790235) | > loss_disc_real_2: 0.16113466024398804 (0.1891631423204671) | > loss_disc_real_3: 0.22986283898353577 (0.20609439158579335) | > loss_disc_real_4: 0.19462749361991882 (0.19704274085233922) | > loss_disc_real_5: 0.2092873901128769 (0.2097942096297629) | > loss_0: 2.1380460262298584 (2.231908349087461) | > grad_norm_0: tensor(31.4657, device='cuda:0') (tensor(22.0060, device='cuda:0')) | > loss_gen: 3.0030999183654785 (2.7377736694179466) | > loss_kl: 1.7975469827651978 (1.7231633397750556) | > loss_feat: 10.036705017089844 (8.111768750473846) | > loss_mel: 14.83491039276123 (12.917557377368212) | > loss_duration: 1.6281846761703491 (1.6748580203857273) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.300447463989258 (27.16512117162347) | > grad_norm_1: tensor(527.1335, device='cuda:0') (tensor(415.2234, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.841 (0.8516021869145335) | > loader_time: 0.011 (0.009976455010473723)  --> TIME: 2025-05-11 00:22:37 -- STEP: 562/725 -- GLOBAL_STEP: 287850 | > loss_disc: 2.3263776302337646 (2.229977534971203) | > loss_disc_real_0: 0.1266578584909439 (0.1481840099304173) | > loss_disc_real_1: 0.18666978180408478 (0.19133087276776062) | > loss_disc_real_2: 0.18292327225208282 (0.18893665496883005) | > loss_disc_real_3: 0.18662092089653015 (0.20590444463321741) | > loss_disc_real_4: 0.22802288830280304 (0.19704611930876867) | > loss_disc_real_5: 0.2272222340106964 (0.209883787559869) | > loss_0: 2.3263776302337646 (2.229977534971203) | > grad_norm_0: tensor(18.4090, device='cuda:0') (tensor(21.8688, device='cuda:0')) | > loss_gen: 2.5599255561828613 (2.7365391907742858) | > loss_kl: 1.6684398651123047 (1.7269244847348573) | > loss_feat: 7.269008636474609 (8.117929112444557) | > loss_mel: 12.211214065551758 (12.937778596776235) | > loss_duration: 1.6461617946624756 (1.6745692154266656) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.35474967956543 (27.19374060376259) | > grad_norm_1: tensor(304.0984, device='cuda:0') (tensor(413.2127, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.9177 (0.8512168698463576) | > loader_time: 0.0117 (0.010016840547853512)  --> TIME: 2025-05-11 00:23:21 -- STEP: 612/725 -- GLOBAL_STEP: 287900 | > loss_disc: 2.269359827041626 (2.2280841162002174) | > loss_disc_real_0: 0.1526360660791397 (0.1474084439961351) | > loss_disc_real_1: 0.19665375351905823 (0.1912375930818467) | > loss_disc_real_2: 0.2078734040260315 (0.18889618828113547) | > loss_disc_real_3: 0.19599571824073792 (0.20594819832374064) | > loss_disc_real_4: 0.19120115041732788 (0.19695048260630355) | > loss_disc_real_5: 0.1986423134803772 (0.20955982098197626) | > loss_0: 2.269359827041626 (2.2280841162002174) | > grad_norm_0: tensor(17.3439, device='cuda:0') (tensor(21.9582, device='cuda:0')) | > loss_gen: 2.5552496910095215 (2.7382934085683877) | > loss_kl: 1.714531660079956 (1.7244794701828676) | > loss_feat: 7.336641788482666 (8.12166363585228) | > loss_mel: 11.86507511138916 (12.935552369535353) | > loss_duration: 1.5996971130371094 (1.6743313913641413) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.071195602416992 (27.19432027355519) | > grad_norm_1: tensor(505.4597, device='cuda:0') (tensor(416.3547, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8075 (0.8525512296389907) | > loader_time: 0.0092 (0.01005383098826688)  --> TIME: 2025-05-11 00:24:05 -- STEP: 662/725 -- GLOBAL_STEP: 287950 | > loss_disc: 2.253920555114746 (2.2249530469182774) | > loss_disc_real_0: 0.13699479401111603 (0.14636597614679123) | > loss_disc_real_1: 0.18228305876255035 (0.1908868638815476) | > loss_disc_real_2: 0.19321121275424957 (0.1887075274822573) | > loss_disc_real_3: 0.22556903958320618 (0.2057969858729227) | > loss_disc_real_4: 0.20349495112895966 (0.1968585441614928) | > loss_disc_real_5: 0.21687108278274536 (0.20930745272567985) | > loss_0: 2.253920555114746 (2.2249530469182774) | > grad_norm_0: tensor(22.8196, device='cuda:0') (tensor(21.8938, device='cuda:0')) | > loss_gen: 2.771087884902954 (2.740742866726439) | > loss_kl: 1.8433126211166382 (1.7275466050986437) | > loss_feat: 7.589052200317383 (8.129626300759897) | > loss_mel: 12.513688087463379 (12.944957090648634) | > loss_duration: 1.6851688623428345 (1.6747137061418724) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.40230941772461 (27.21758654038352) | > grad_norm_1: tensor(64.9374, device='cuda:0') (tensor(419.8893, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8816 (0.8523044643805463) | > loader_time: 0.01 (0.010090700809328926)  --> TIME: 2025-05-11 00:24:48 -- STEP: 712/725 -- GLOBAL_STEP: 288000 | > loss_disc: 2.1706883907318115 (2.223569117737624) | > loss_disc_real_0: 0.08514755219221115 (0.1459923023044062) | > loss_disc_real_1: 0.18359117209911346 (0.1908677946566865) | > loss_disc_real_2: 0.20887716114521027 (0.18877200740441827) | > loss_disc_real_3: 0.1821935921907425 (0.2055913863305965) | > loss_disc_real_4: 0.1882968693971634 (0.19669845700263994) | > loss_disc_real_5: 0.19784590601921082 (0.2091490498670701) | > loss_0: 2.1706883907318115 (2.223569117737624) | > grad_norm_0: tensor(27.3217, device='cuda:0') (tensor(22.0136, device='cuda:0')) | > loss_gen: 2.6649913787841797 (2.7420049430279247) | > loss_kl: 1.7122970819473267 (1.7269055764661747) | > loss_feat: 8.609883308410645 (8.138503568895738) | > loss_mel: 13.898999214172363 (12.941747530122816) | > loss_duration: 1.672181487083435 (1.6745658654175448) | > amp_scaler: 256.0 (257.7977528089887) | > loss_1: 28.558353424072266 (27.22372746735477) | > grad_norm_1: tensor(483.4602, device='cuda:0') (tensor(421.0153, device='cuda:0')) | > current_lr_0: 0.00019184538569382337 | > current_lr_1: 0.00019184538569382337 | > step_time: 0.8371 (0.8526641930756941) | > loader_time: 0.0111 (0.01010755642076556) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_288000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4696335792541504 (2.4696335792541504) | > loss_disc_real_0: 0.09641004353761673 (0.09641004353761673) | > loss_disc_real_1: 0.23448915779590607 (0.23448915779590607) | > loss_disc_real_2: 0.28331270813941956 (0.28331270813941956) | > loss_disc_real_3: 0.19248627126216888 (0.19248627126216888) | > loss_disc_real_4: 0.2537575364112854 (0.2537575364112854) | > loss_disc_real_5: 0.254330039024353 (0.254330039024353) | > loss_0: 2.4696335792541504 (2.4696335792541504) | > loss_gen: 2.5883021354675293 (2.5883021354675293) | > loss_kl: 1.9997808933258057 (1.9997808933258057) | > loss_feat: 7.941964149475098 (7.941964149475098) | > loss_mel: 13.588580131530762 (13.588580131530762) | > loss_duration: 1.7089076042175293 (1.7089076042175293) | > loss_1: 27.82753562927246 (27.82753562927246)  --> STEP: 1 | > loss_disc: 2.320317506790161 (2.320317506790161) | > loss_disc_real_0: 0.07534174621105194 (0.07534174621105194) | > loss_disc_real_1: 0.22906602919101715 (0.22906602919101715) | > loss_disc_real_2: 0.27603504061698914 (0.27603504061698914) | > loss_disc_real_3: 0.18361550569534302 (0.18361550569534302) | > loss_disc_real_4: 0.2571294605731964 (0.2571294605731964) | > loss_disc_real_5: 0.23751693964004517 (0.23751693964004517) | > loss_0: 2.320317506790161 (2.320317506790161) | > loss_gen: 2.729031562805176 (2.729031562805176) | > loss_kl: 2.1560938358306885 (2.1560938358306885) | > loss_feat: 8.605483055114746 (8.605483055114746) | > loss_mel: 15.204380989074707 (15.204380989074707) | > loss_duration: 1.8214223384857178 (1.8214223384857178) | > loss_1: 30.51641082763672 (30.51641082763672)  --> STEP: 2 | > loss_disc: 2.3542606830596924 (2.3372890949249268) | > loss_disc_real_0: 0.09169656038284302 (0.08351915329694748) | > loss_disc_real_1: 0.21724943816661835 (0.22315773367881775) | > loss_disc_real_2: 0.2459571659564972 (0.26099610328674316) | > loss_disc_real_3: 0.20099501311779022 (0.19230525940656662) | > loss_disc_real_4: 0.2562939524650574 (0.2567117065191269) | > loss_disc_real_5: 0.260568231344223 (0.2490425854921341) | > loss_0: 2.3542606830596924 (2.3372890949249268) | > loss_gen: 2.6423659324645996 (2.6856987476348877) | > loss_kl: 1.8527454137802124 (2.0044196248054504) | > loss_feat: 8.03083610534668 (8.318159580230713) | > loss_mel: 13.65613842010498 (14.430259704589844) | > loss_duration: 1.8571327924728394 (1.8392775654792786) | > loss_1: 28.039216995239258 (29.27781391143799)  --> STEP: 3 | > loss_disc: 2.3509044647216797 (2.3418275515238443) | > loss_disc_real_0: 0.07728840410709381 (0.08144223690032959) | > loss_disc_real_1: 0.21455156803131104 (0.22028901179631552) | > loss_disc_real_2: 0.2511749565601349 (0.2577223877112071) | > loss_disc_real_3: 0.194267138838768 (0.19295921921730042) | > loss_disc_real_4: 0.28129807114601135 (0.26490716139475506) | > loss_disc_real_5: 0.24849583208560944 (0.24886033435662588) | > loss_0: 2.3509044647216797 (2.3418275515238443) | > loss_gen: 2.7063097953796387 (2.692569096883138) | > loss_kl: 2.011624813079834 (2.006821354230245) | > loss_feat: 7.998473644256592 (8.211597601572672) | > loss_mel: 14.27294921875 (14.377822875976562) | > loss_duration: 1.8153066635131836 (1.8312872648239136) | > loss_1: 28.804664611816406 (29.120097478230793)  --> STEP: 4 | > loss_disc: 2.2948732376098633 (2.330088973045349) | > loss_disc_real_0: 0.08725019544363022 (0.08289422653615475) | > loss_disc_real_1: 0.24365657567977905 (0.2261309027671814) | > loss_disc_real_2: 0.2349492907524109 (0.252029113471508) | > loss_disc_real_3: 0.202693372964859 (0.19539275765419006) | > loss_disc_real_4: 0.25455403327941895 (0.262318879365921) | > loss_disc_real_5: 0.23424503207206726 (0.24520650878548622) | > loss_0: 2.2948732376098633 (2.330088973045349) | > loss_gen: 2.74139404296875 (2.704775333404541) | > loss_kl: 1.8250470161437988 (1.9613777697086334) | > loss_feat: 8.184318542480469 (8.204777836799622) | > loss_mel: 14.339366912841797 (14.368208885192871) | > loss_duration: 1.7682240009307861 (1.8155214488506317) | > loss_1: 28.85835075378418 (29.05466079711914) --> EVAL PERFORMANCE | > avg_loader_time: 0.28407901525497437 (+0.004262387752532959) | > avg_loss_disc: 2.330088973045349 (+0.0006117820739746094) | > avg_loss_disc_real_0: 0.08289422653615475 (-0.08663075976073742) | > avg_loss_disc_real_1: 0.2261309027671814 (+0.0831289254128933) | > avg_loss_disc_real_2: 0.252029113471508 (+0.007488418370485306) | > avg_loss_disc_real_3: 0.19539275765419006 (-0.01107647642493248) | > avg_loss_disc_real_4: 0.262318879365921 (+0.027694951742887497) | > avg_loss_disc_real_5: 0.24520650878548622 (-0.000680282711982727) | > avg_loss_0: 2.330088973045349 (+0.0006117820739746094) | > avg_loss_gen: 2.704775333404541 (-0.02033543586730957) | > avg_loss_kl: 1.9613777697086334 (-0.04075393080711365) | > avg_loss_feat: 8.204777836799622 (+0.2747248411178589) | > avg_loss_mel: 14.368208885192871 (+1.1489043235778809) | > avg_loss_duration: 1.8155214488506317 (+0.002356231212615967) | > avg_loss_1: 29.05466079711914 (+1.3648953437805176)  > EPOCH: 334/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 00:25:08)   --> TIME: 2025-05-11 00:25:42 -- STEP: 37/725 -- GLOBAL_STEP: 288050 | > loss_disc: 2.0434250831604004 (2.185236595772408) | > loss_disc_real_0: 0.13768164813518524 (0.13686654173039103) | > loss_disc_real_1: 0.1643580198287964 (0.1948852575308568) | > loss_disc_real_2: 0.15513932704925537 (0.182987676681699) | > loss_disc_real_3: 0.17600223422050476 (0.2052674007576865) | > loss_disc_real_4: 0.17247749865055084 (0.1925148098049937) | > loss_disc_real_5: 0.14820227026939392 (0.2036617511027568) | > loss_0: 2.0434250831604004 (2.185236595772408) | > grad_norm_0: tensor(21.4536, device='cuda:0') (tensor(23.1479, device='cuda:0')) | > loss_gen: 2.9732422828674316 (2.8066127171387545) | > loss_kl: 1.8133771419525146 (1.7405877983247913) | > loss_feat: 10.120078086853027 (8.53940604184125) | > loss_mel: 14.2514009475708 (13.418498606295199) | > loss_duration: 1.6797000169754028 (1.6724786919516486) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.837799072265625 (28.177583797557933) | > grad_norm_1: tensor(546.3184, device='cuda:0') (tensor(449.7604, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8689 (0.8428377460789036) | > loader_time: 0.0098 (0.009766643111770218)  --> TIME: 2025-05-11 00:26:26 -- STEP: 87/725 -- GLOBAL_STEP: 288100 | > loss_disc: 2.2396628856658936 (2.193594839381075) | > loss_disc_real_0: 0.12257867306470871 (0.13498476079140587) | > loss_disc_real_1: 0.17647387087345123 (0.19183757541508517) | > loss_disc_real_2: 0.15942801535129547 (0.18620784477940922) | > loss_disc_real_3: 0.23119930922985077 (0.20631308682348537) | > loss_disc_real_4: 0.2543926537036896 (0.1945877624996777) | > loss_disc_real_5: 0.27007749676704407 (0.20659671689587078) | > loss_0: 2.2396628856658936 (2.193594839381075) | > grad_norm_0: tensor(21.9085, device='cuda:0') (tensor(21.9184, device='cuda:0')) | > loss_gen: 2.7245466709136963 (2.7907095503533026) | > loss_kl: 1.7003906965255737 (1.761506628716129) | > loss_feat: 7.953546524047852 (8.469055910220094) | > loss_mel: 13.440478324890137 (13.293823253149274) | > loss_duration: 1.649543285369873 (1.6708542656624454) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.468505859375 (27.985949658799445) | > grad_norm_1: tensor(367.0247, device='cuda:0') (tensor(448.5623, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.814 (0.8537371925924017) | > loader_time: 0.0097 (0.0098308557751535)  --> TIME: 2025-05-11 00:27:09 -- STEP: 137/725 -- GLOBAL_STEP: 288150 | > loss_disc: 2.1681056022644043 (2.2014054729990717) | > loss_disc_real_0: 0.19074776768684387 (0.1360852697687428) | > loss_disc_real_1: 0.2090616077184677 (0.1918261155594875) | > loss_disc_real_2: 0.16054321825504303 (0.1864946434532639) | > loss_disc_real_3: 0.2150287926197052 (0.20641383452572093) | > loss_disc_real_4: 0.178163543343544 (0.19505651969544205) | > loss_disc_real_5: 0.19504480063915253 (0.2074892664477773) | > loss_0: 2.1681056022644043 (2.2014054729990717) | > grad_norm_0: tensor(24.6840, device='cuda:0') (tensor(22.0701, device='cuda:0')) | > loss_gen: 2.759211540222168 (2.7901238298764195) | > loss_kl: 1.470794916152954 (1.7366625122780348) | > loss_feat: 8.953392028808594 (8.425684949777429) | > loss_mel: 13.189796447753906 (13.30003895724777) | > loss_duration: 1.6707351207733154 (1.6714305816775692) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.043930053710938 (27.92394083955862) | > grad_norm_1: tensor(442.3253, device='cuda:0') (tensor(446.2515, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8145 (0.8498685951650577) | > loader_time: 0.0089 (0.00986984002329137)  --> TIME: 2025-05-11 00:27:51 -- STEP: 187/725 -- GLOBAL_STEP: 288200 | > loss_disc: 2.122279405593872 (2.1997638998184605) | > loss_disc_real_0: 0.11865735799074173 (0.1357796955156455) | > loss_disc_real_1: 0.2144353687763214 (0.19167075533280398) | > loss_disc_real_2: 0.1655956506729126 (0.1866507735800616) | > loss_disc_real_3: 0.225053071975708 (0.20605619339381948) | > loss_disc_real_4: 0.20681239664554596 (0.19527847435385146) | > loss_disc_real_5: 0.21419839560985565 (0.20709551703483664) | > loss_0: 2.122279405593872 (2.1997638998184605) | > grad_norm_0: tensor(16.9904, device='cuda:0') (tensor(22.0884, device='cuda:0')) | > loss_gen: 3.001262664794922 (2.787484235304562) | > loss_kl: 1.7559423446655273 (1.74439188822068) | > loss_feat: 9.52140998840332 (8.425979285316677) | > loss_mel: 13.992412567138672 (13.288004431495054) | > loss_duration: 1.6902234554290771 (1.6733097277860591) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.96125030517578 (27.919169584060096) | > grad_norm_1: tensor(562.8663, device='cuda:0') (tensor(448.6376, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8366 (0.8475206943756757) | > loader_time: 0.0104 (0.009958487780973867)  --> TIME: 2025-05-11 00:28:34 -- STEP: 237/725 -- GLOBAL_STEP: 288250 | > loss_disc: 2.0857064723968506 (2.1988942603018717) | > loss_disc_real_0: 0.12719298899173737 (0.1358721503980051) | > loss_disc_real_1: 0.19234253466129303 (0.1910739239258102) | > loss_disc_real_2: 0.1670575588941574 (0.18667831029821552) | > loss_disc_real_3: 0.2080662101507187 (0.2058411143751587) | > loss_disc_real_4: 0.175508052110672 (0.19531396370899826) | > loss_disc_real_5: 0.18665988743305206 (0.20753755505326427) | > loss_0: 2.0857064723968506 (2.1988942603018717) | > grad_norm_0: tensor(29.0278, device='cuda:0') (tensor(22.0772, device='cuda:0')) | > loss_gen: 2.9467406272888184 (2.7864086929755874) | > loss_kl: 1.9299994707107544 (1.7450989419397926) | > loss_feat: 8.983553886413574 (8.416704451484524) | > loss_mel: 14.451845169067383 (13.267492366742484) | > loss_duration: 1.6514627933502197 (1.6735031111833918) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.96360206604004 (27.889207598529286) | > grad_norm_1: tensor(559.9340, device='cuda:0') (tensor(447.5735, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8118 (0.8465495431473486) | > loader_time: 0.0092 (0.009998892933004514)  --> TIME: 2025-05-11 00:29:17 -- STEP: 287/725 -- GLOBAL_STEP: 288300 | > loss_disc: 2.271092414855957 (2.197852460349479) | > loss_disc_real_0: 0.157016783952713 (0.13605091718223467) | > loss_disc_real_1: 0.20986686646938324 (0.19086560695221194) | > loss_disc_real_2: 0.19567237794399261 (0.187028178354589) | > loss_disc_real_3: 0.22298692166805267 (0.20559847941589687) | > loss_disc_real_4: 0.19193759560585022 (0.19485495636687455) | > loss_disc_real_5: 0.1868896782398224 (0.20725340175504053) | > loss_0: 2.271092414855957 (2.197852460349479) | > grad_norm_0: tensor(27.6742, device='cuda:0') (tensor(22.2066, device='cuda:0')) | > loss_gen: 2.5999863147735596 (2.7846769987498425) | > loss_kl: 1.6907105445861816 (1.734791533041499) | > loss_feat: 7.499060153961182 (8.392682414437012) | > loss_mel: 12.267218589782715 (13.229857458054811) | > loss_duration: 1.6808217763900757 (1.6734505709040037) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.7377986907959 (27.81545902212322) | > grad_norm_1: tensor(301.0337, device='cuda:0') (tensor(453.2644, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8014 (0.8446102923217134) | > loader_time: 0.0107 (0.010066412882522422)  --> TIME: 2025-05-11 00:30:00 -- STEP: 337/725 -- GLOBAL_STEP: 288350 | > loss_disc: 2.155597686767578 (2.1980134598932928) | > loss_disc_real_0: 0.11268053948879242 (0.13639433089455807) | > loss_disc_real_1: 0.19035524129867554 (0.1907971911242878) | > loss_disc_real_2: 0.17432519793510437 (0.18730985804375277) | > loss_disc_real_3: 0.23525653779506683 (0.2051735608797045) | > loss_disc_real_4: 0.1888197958469391 (0.19488861522352668) | > loss_disc_real_5: 0.20956480503082275 (0.20690278421523667) | > loss_0: 2.155597686767578 (2.1980134598932928) | > grad_norm_0: tensor(11.5289, device='cuda:0') (tensor(21.8813, device='cuda:0')) | > loss_gen: 2.980698823928833 (2.784661726003584) | > loss_kl: 1.7766809463500977 (1.7301838787090178) | > loss_feat: 9.034697532653809 (8.38536972532641) | > loss_mel: 13.892576217651367 (13.222972787806123) | > loss_duration: 1.6512821912765503 (1.673108763086336) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.335935592651367 (27.796296880931447) | > grad_norm_1: tensor(188.2796, device='cuda:0') (tensor(447.6300, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8826 (0.8438878639515497) | > loader_time: 0.0103 (0.010156813290423387)  --> TIME: 2025-05-11 00:30:43 -- STEP: 387/725 -- GLOBAL_STEP: 288400 | > loss_disc: 2.2224321365356445 (2.1997164398508797) | > loss_disc_real_0: 0.17495061457157135 (0.13704684557686792) | > loss_disc_real_1: 0.19012214243412018 (0.1911604776015885) | > loss_disc_real_2: 0.22745300829410553 (0.18747780643384285) | > loss_disc_real_3: 0.18531161546707153 (0.20514542526668972) | > loss_disc_real_4: 0.1640511453151703 (0.1949613409102426) | > loss_disc_real_5: 0.23588484525680542 (0.20670791932932786) | > loss_0: 2.2224321365356445 (2.1997164398508797) | > grad_norm_0: tensor(47.9691, device='cuda:0') (tensor(22.2168, device='cuda:0')) | > loss_gen: 2.910902500152588 (2.784334355854557) | > loss_kl: 1.7022520303726196 (1.7272097901164407) | > loss_feat: 8.120596885681152 (8.357155377242606) | > loss_mel: 13.260488510131836 (13.20309711426728) | > loss_duration: 1.758994221687317 (1.6734813313151515) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.75323486328125 (27.745277966639783) | > grad_norm_1: tensor(571.9828, device='cuda:0') (tensor(446.8877, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8683 (0.8443405277045195) | > loader_time: 0.0103 (0.010267934133840159)  --> TIME: 2025-05-11 00:31:26 -- STEP: 437/725 -- GLOBAL_STEP: 288450 | > loss_disc: 2.3073222637176514 (2.20104930057133) | > loss_disc_real_0: 0.12844936549663544 (0.13694796687337313) | > loss_disc_real_1: 0.18023081123828888 (0.19115707864750436) | > loss_disc_real_2: 0.18802274763584137 (0.18737386003375334) | > loss_disc_real_3: 0.19915036857128143 (0.20536066557640886) | > loss_disc_real_4: 0.1954127848148346 (0.19497453169023424) | > loss_disc_real_5: 0.21578551828861237 (0.20714233747472482) | > loss_0: 2.3073222637176514 (2.20104930057133) | > grad_norm_0: tensor(15.8321, device='cuda:0') (tensor(21.6070, device='cuda:0')) | > loss_gen: 2.517703056335449 (2.779035110495456) | > loss_kl: 1.7200113534927368 (1.7285436457300076) | > loss_feat: 7.008738040924072 (8.332125587376089) | > loss_mel: 11.426154136657715 (13.168093652965279) | > loss_duration: 1.656376600265503 (1.6732120020165868) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.328983306884766 (27.681010004039205) | > grad_norm_1: tensor(408.7608, device='cuda:0') (tensor(439.0935, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8799 (0.8444475565676829) | > loader_time: 0.0108 (0.010317129183142898)  --> TIME: 2025-05-11 00:32:09 -- STEP: 487/725 -- GLOBAL_STEP: 288500 | > loss_disc: 2.2743005752563477 (2.2018849399300344) | > loss_disc_real_0: 0.13760681450366974 (0.13691318016767026) | > loss_disc_real_1: 0.17984506487846375 (0.19122795674957532) | > loss_disc_real_2: 0.22804014384746552 (0.1875811158631617) | > loss_disc_real_3: 0.18592403829097748 (0.20540920505778257) | > loss_disc_real_4: 0.20557329058647156 (0.19497884481043792) | > loss_disc_real_5: 0.19810330867767334 (0.20725877215852487) | > loss_0: 2.2743005752563477 (2.2018849399300344) | > grad_norm_0: tensor(13.8504, device='cuda:0') (tensor(21.5846, device='cuda:0')) | > loss_gen: 2.607316732406616 (2.7746903426348553) | > loss_kl: 1.5997488498687744 (1.7264122568851135) | > loss_feat: 7.773096084594727 (8.308680894683281) | > loss_mel: 11.982644081115723 (13.142995991011668) | > loss_duration: 1.6466065645217896 (1.673349854392927) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.609411239624023 (27.62612935405002) | > grad_norm_1: tensor(412.9650, device='cuda:0') (tensor(440.9427, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8128 (0.8444243226452772) | > loader_time: 0.0095 (0.010354724508046613)  --> TIME: 2025-05-11 00:32:52 -- STEP: 537/725 -- GLOBAL_STEP: 288550 | > loss_disc: 2.2966442108154297 (2.203944053063847) | > loss_disc_real_0: 0.19197212159633636 (0.13747241250907036) | > loss_disc_real_1: 0.1683306246995926 (0.1913422927177152) | > loss_disc_real_2: 0.2108234465122223 (0.1877816863621636) | > loss_disc_real_3: 0.19420771300792694 (0.20549158715890994) | > loss_disc_real_4: 0.1858086884021759 (0.19506247573336194) | > loss_disc_real_5: 0.2287011444568634 (0.20737539009785969) | > loss_0: 2.2966442108154297 (2.203944053063847) | > grad_norm_0: tensor(36.8420, device='cuda:0') (tensor(21.4573, device='cuda:0')) | > loss_gen: 2.6152873039245605 (2.7706193599843) | > loss_kl: 1.7008763551712036 (1.7259996401309081) | > loss_feat: 7.898443222045898 (8.290842878529931) | > loss_mel: 13.111470222473145 (13.114665264079916) | > loss_duration: 1.7116984128952026 (1.6741538893577106) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.03777503967285 (27.576281041406375) | > grad_norm_1: tensor(540.2648, device='cuda:0') (tensor(436.8944, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8556 (0.844566066393861) | > loader_time: 0.0093 (0.010355621298820167)  --> TIME: 2025-05-11 00:33:35 -- STEP: 587/725 -- GLOBAL_STEP: 288600 | > loss_disc: 2.026190996170044 (2.2042805543343915) | > loss_disc_real_0: 0.14225421845912933 (0.13789322927873443) | > loss_disc_real_1: 0.17017590999603271 (0.19134065808388812) | > loss_disc_real_2: 0.21722209453582764 (0.18796443619354425) | > loss_disc_real_3: 0.22449976205825806 (0.2054544652239427) | > loss_disc_real_4: 0.22856242954730988 (0.19520464063553836) | > loss_disc_real_5: 0.19314008951187134 (0.2070188701558966) | > loss_0: 2.026190996170044 (2.2042805543343915) | > grad_norm_0: tensor(21.0507, device='cuda:0') (tensor(21.7010, device='cuda:0')) | > loss_gen: 3.220492362976074 (2.772597658979426) | > loss_kl: 1.5485734939575195 (1.7247314280505075) | > loss_feat: 10.057534217834473 (8.298037112266899) | > loss_mel: 15.365852355957031 (13.120867310025224) | > loss_duration: 1.6564600467681885 (1.6738333722395624) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.84891128540039 (27.590066893543447) | > grad_norm_1: tensor(742.7395, device='cuda:0') (tensor(438.8019, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8511 (0.8445852107449328) | > loader_time: 0.0118 (0.0103969054084011)  --> TIME: 2025-05-11 00:34:18 -- STEP: 637/725 -- GLOBAL_STEP: 288650 | > loss_disc: 2.03507137298584 (2.2033283096654834) | > loss_disc_real_0: 0.10778969526290894 (0.13749491692384733) | > loss_disc_real_1: 0.1771068125963211 (0.19135616820311432) | > loss_disc_real_2: 0.16645567119121552 (0.18811479107925616) | > loss_disc_real_3: 0.19725686311721802 (0.20548399108545368) | > loss_disc_real_4: 0.1764175295829773 (0.1950311517720133) | > loss_disc_real_5: 0.188373401761055 (0.20690357217234762) | > loss_0: 2.03507137298584 (2.2033283096654834) | > grad_norm_0: tensor(13.7573, device='cuda:0') (tensor(21.5790, device='cuda:0')) | > loss_gen: 2.7758352756500244 (2.7716399972068295) | > loss_kl: 1.7672393321990967 (1.7250542820342107) | > loss_feat: 8.981169700622559 (8.294197733024234) | > loss_mel: 13.624932289123535 (13.115755175496208) | > loss_duration: 1.6389654874801636 (1.6736726437109049) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.78814125061035 (27.580319852245086) | > grad_norm_1: tensor(532.9494, device='cuda:0') (tensor(439.4824, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.8345 (0.844475420902438) | > loader_time: 0.0102 (0.010423734386450084)  --> TIME: 2025-05-11 00:35:00 -- STEP: 687/725 -- GLOBAL_STEP: 288700 | > loss_disc: 2.239872694015503 (2.2034302077092125) | > loss_disc_real_0: 0.16655060648918152 (0.13730469567286413) | > loss_disc_real_1: 0.19702336192131042 (0.19131315118881284) | > loss_disc_real_2: 0.18452441692352295 (0.18809299079872102) | > loss_disc_real_3: 0.19533739984035492 (0.20546415675935784) | > loss_disc_real_4: 0.19022199511528015 (0.19507426063610134) | > loss_disc_real_5: 0.2107035517692566 (0.20707758692848288) | > loss_0: 2.239872694015503 (2.2034302077092125) | > grad_norm_0: tensor(14.0955, device='cuda:0') (tensor(21.3833, device='cuda:0')) | > loss_gen: 2.8265323638916016 (2.7704033310236387) | > loss_kl: 1.6475598812103271 (1.725666390062246) | > loss_feat: 7.93263578414917 (8.287812670245447) | > loss_mel: 12.451276779174805 (13.117324623652085) | > loss_duration: 1.6958000659942627 (1.6734541415127087) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.553804397583008 (27.574661179921502) | > grad_norm_1: tensor(107.5272, device='cuda:0') (tensor(435.5566, device='cuda:0')) | > current_lr_0: 0.00019182140502061165 | > current_lr_1: 0.00019182140502061165 | > step_time: 0.86 (0.8438254933169838) | > loader_time: 0.01 (0.01044490798939091)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.306161642074585 (2.306161642074585) | > loss_disc_real_0: 0.11968030780553818 (0.11968030780553818) | > loss_disc_real_1: 0.15782813727855682 (0.15782813727855682) | > loss_disc_real_2: 0.2639409303665161 (0.2639409303665161) | > loss_disc_real_3: 0.24260900914669037 (0.24260900914669037) | > loss_disc_real_4: 0.30636724829673767 (0.30636724829673767) | > loss_disc_real_5: 0.3087230622768402 (0.3087230622768402) | > loss_0: 2.306161642074585 (2.306161642074585) | > loss_gen: 3.0594184398651123 (3.0594184398651123) | > loss_kl: 2.0443358421325684 (2.0443358421325684) | > loss_feat: 9.222153663635254 (9.222153663635254) | > loss_mel: 14.743246078491211 (14.743246078491211) | > loss_duration: 1.7106952667236328 (1.7106952667236328) | > loss_1: 30.779848098754883 (30.779848098754883)  --> STEP: 1 | > loss_disc: 2.237534999847412 (2.237534999847412) | > loss_disc_real_0: 0.09547486901283264 (0.09547486901283264) | > loss_disc_real_1: 0.16189110279083252 (0.16189110279083252) | > loss_disc_real_2: 0.26780176162719727 (0.26780176162719727) | > loss_disc_real_3: 0.248372420668602 (0.248372420668602) | > loss_disc_real_4: 0.277529239654541 (0.277529239654541) | > loss_disc_real_5: 0.2807529866695404 (0.2807529866695404) | > loss_0: 2.237534999847412 (2.237534999847412) | > loss_gen: 2.9823296070098877 (2.9823296070098877) | > loss_kl: 2.275076150894165 (2.275076150894165) | > loss_feat: 8.53952407836914 (8.53952407836914) | > loss_mel: 14.101664543151855 (14.101664543151855) | > loss_duration: 1.8194751739501953 (1.8194751739501953) | > loss_1: 29.718069076538086 (29.718069076538086)  --> STEP: 2 | > loss_disc: 2.2528181076049805 (2.2451765537261963) | > loss_disc_real_0: 0.11561331897974014 (0.10554409399628639) | > loss_disc_real_1: 0.1586037129163742 (0.16024740785360336) | > loss_disc_real_2: 0.2497902661561966 (0.25879601389169693) | > loss_disc_real_3: 0.23561951518058777 (0.24199596792459488) | > loss_disc_real_4: 0.26295652985572815 (0.2702428847551346) | > loss_disc_real_5: 0.24606943130493164 (0.263411208987236) | > loss_0: 2.2528181076049805 (2.2451765537261963) | > loss_gen: 2.811077117919922 (2.896703362464905) | > loss_kl: 2.1104884147644043 (2.1927822828292847) | > loss_feat: 8.236084938049316 (8.387804508209229) | > loss_mel: 13.843205451965332 (13.972434997558594) | > loss_duration: 1.8476232290267944 (1.8335492014884949) | > loss_1: 28.848478317260742 (29.283273696899414)  --> STEP: 3 | > loss_disc: 2.3146426677703857 (2.2683319250742593) | > loss_disc_real_0: 0.10919032990932465 (0.10675950596729915) | > loss_disc_real_1: 0.1663125604391098 (0.1622691253821055) | > loss_disc_real_2: 0.24883601069450378 (0.2554760128259659) | > loss_disc_real_3: 0.2563320994377136 (0.2467746784289678) | > loss_disc_real_4: 0.2723519504070282 (0.2709459066390991) | > loss_disc_real_5: 0.28906679153442383 (0.27196306983629864) | > loss_0: 2.3146426677703857 (2.2683319250742593) | > loss_gen: 2.8197479248046875 (2.871051549911499) | > loss_kl: 1.9563255310058594 (2.1139633655548096) | > loss_feat: 7.431605815887451 (8.069071610768637) | > loss_mel: 13.219202995300293 (13.721357663472494) | > loss_duration: 1.8215696811676025 (1.8295560280481975) | > loss_1: 27.24845314025879 (28.605000178019207)  --> STEP: 4 | > loss_disc: 2.2207419872283936 (2.256434440612793) | > loss_disc_real_0: 0.10539285093545914 (0.10641784220933914) | > loss_disc_real_1: 0.15306110680103302 (0.1599671207368374) | > loss_disc_real_2: 0.2537963390350342 (0.25505609437823296) | > loss_disc_real_3: 0.24493983387947083 (0.24631596729159355) | > loss_disc_real_4: 0.25355660915374756 (0.26659858226776123) | > loss_disc_real_5: 0.31771132349967957 (0.28340013325214386) | > loss_0: 2.2207419872283936 (2.256434440612793) | > loss_gen: 3.112140655517578 (2.931323826313019) | > loss_kl: 1.9009023904800415 (2.0606981217861176) | > loss_feat: 9.548138618469238 (8.438838362693787) | > loss_mel: 14.501091003417969 (13.916290998458862) | > loss_duration: 1.7706199884414673 (1.814822018146515) | > loss_1: 30.83289337158203 (29.161973476409912) --> EVAL PERFORMANCE | > avg_loader_time: 0.287720263004303 (+0.0036412477493286133) | > avg_loss_disc: 2.256434440612793 (-0.07365453243255615) | > avg_loss_disc_real_0: 0.10641784220933914 (+0.023523615673184395) | > avg_loss_disc_real_1: 0.1599671207368374 (-0.06616378203034401) | > avg_loss_disc_real_2: 0.25505609437823296 (+0.00302698090672493) | > avg_loss_disc_real_3: 0.24631596729159355 (+0.05092320963740349) | > avg_loss_disc_real_4: 0.26659858226776123 (+0.00427970290184021) | > avg_loss_disc_real_5: 0.28340013325214386 (+0.03819362446665764) | > avg_loss_0: 2.256434440612793 (-0.07365453243255615) | > avg_loss_gen: 2.931323826313019 (+0.22654849290847778) | > avg_loss_kl: 2.0606981217861176 (+0.09932035207748413) | > avg_loss_feat: 8.438838362693787 (+0.23406052589416504) | > avg_loss_mel: 13.916290998458862 (-0.4519178867340088) | > avg_loss_duration: 1.814822018146515 (-0.0006994307041168213) | > avg_loss_1: 29.161973476409912 (+0.10731267929077148)  > EPOCH: 335/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 00:35:39)   --> TIME: 2025-05-11 00:35:52 -- STEP: 12/725 -- GLOBAL_STEP: 288750 | > loss_disc: 2.1932239532470703 (2.226004640261332) | > loss_disc_real_0: 0.13202203810214996 (0.14805716338256994) | > loss_disc_real_1: 0.20021335780620575 (0.19231043135126433) | > loss_disc_real_2: 0.19606588780879974 (0.19128572568297386) | > loss_disc_real_3: 0.2253618985414505 (0.20645984013875326) | > loss_disc_real_4: 0.19990752637386322 (0.20267500604192415) | > loss_disc_real_5: 0.24290528893470764 (0.20745467891295752) | > loss_0: 2.1932239532470703 (2.226004640261332) | > grad_norm_0: tensor(31.2463, device='cuda:0') (tensor(27.8168, device='cuda:0')) | > loss_gen: 2.7187557220458984 (2.811292290687561) | > loss_kl: 1.7768768072128296 (1.7877818544705708) | > loss_feat: 8.357316017150879 (8.282931884129841) | > loss_mel: 12.998942375183105 (13.2738409837087) | > loss_duration: 1.707885503768921 (1.6733245253562927) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.559776306152344 (27.82917133967082) | > grad_norm_1: tensor(566.4333, device='cuda:0') (tensor(466.9599, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8236 (0.8284263213475546) | > loader_time: 0.0088 (0.009980320930480955)  --> TIME: 2025-05-11 00:36:34 -- STEP: 62/725 -- GLOBAL_STEP: 288800 | > loss_disc: 2.2012691497802734 (2.2240652807297243) | > loss_disc_real_0: 0.12441296130418777 (0.14125007258788236) | > loss_disc_real_1: 0.2070024162530899 (0.19150026839586995) | > loss_disc_real_2: 0.20351900160312653 (0.19015750913850724) | > loss_disc_real_3: 0.21113628149032593 (0.20753450547495195) | > loss_disc_real_4: 0.19589851796627045 (0.1969703988682839) | > loss_disc_real_5: 0.2047416865825653 (0.20883529441010568) | > loss_0: 2.2012691497802734 (2.2240652807297243) | > grad_norm_0: tensor(10.6937, device='cuda:0') (tensor(23.0392, device='cuda:0')) | > loss_gen: 2.699930191040039 (2.745551601532967) | > loss_kl: 1.7149795293807983 (1.741428590589954) | > loss_feat: 8.04487133026123 (8.193305346273604) | > loss_mel: 13.300445556640625 (13.02549949769051) | > loss_duration: 1.717238426208496 (1.669857067446555) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.477462768554688 (27.375642161215506) | > grad_norm_1: tensor(276.8250, device='cuda:0') (tensor(404.7739, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8307 (0.8365029634967927) | > loader_time: 0.0125 (0.010042640470689344)  --> TIME: 2025-05-11 00:37:17 -- STEP: 112/725 -- GLOBAL_STEP: 288850 | > loss_disc: 2.263446092605591 (2.218449779919216) | > loss_disc_real_0: 0.14987118542194366 (0.13938694793198791) | > loss_disc_real_1: 0.20499421656131744 (0.19107895810157063) | > loss_disc_real_2: 0.2329031229019165 (0.1889176702659045) | > loss_disc_real_3: 0.20222172141075134 (0.20619247002261026) | > loss_disc_real_4: 0.1968718022108078 (0.19707976215119874) | > loss_disc_real_5: 0.22048507630825043 (0.210027587067868) | > loss_0: 2.263446092605591 (2.218449779919216) | > grad_norm_0: tensor(24.5506, device='cuda:0') (tensor(21.1528, device='cuda:0')) | > loss_gen: 2.754016876220703 (2.7304185650178376) | > loss_kl: 1.6697502136230469 (1.7262077395405089) | > loss_feat: 8.827241897583008 (8.133302186216625) | > loss_mel: 13.470330238342285 (12.940921996320997) | > loss_duration: 1.6951360702514648 (1.6726656470979964) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.41647720336914 (27.203516176768712) | > grad_norm_1: tensor(514.0994, device='cuda:0') (tensor(395.4905, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8157 (0.8387280766453064) | > loader_time: 0.0097 (0.009902145181383408)  --> TIME: 2025-05-11 00:37:59 -- STEP: 162/725 -- GLOBAL_STEP: 288900 | > loss_disc: 2.217221260070801 (2.2125078815001014) | > loss_disc_real_0: 0.09944146126508713 (0.13955464375055868) | > loss_disc_real_1: 0.20399944484233856 (0.19067686685809382) | > loss_disc_real_2: 0.180591881275177 (0.18822197303359892) | > loss_disc_real_3: 0.18355989456176758 (0.20561088879167297) | > loss_disc_real_4: 0.1620861291885376 (0.195576583897626) | > loss_disc_real_5: 0.23392228782176971 (0.2091225975273568) | > loss_0: 2.217221260070801 (2.2125078815001014) | > grad_norm_0: tensor(19.4690, device='cuda:0') (tensor(21.9915, device='cuda:0')) | > loss_gen: 2.6441452503204346 (2.74987268447876) | > loss_kl: 1.7461869716644287 (1.7275784449812808) | > loss_feat: 7.76759147644043 (8.229759510652519) | > loss_mel: 13.546562194824219 (13.036698194197667) | > loss_duration: 1.6320743560791016 (1.6729801289829214) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.33656120300293 (27.416889025841236) | > grad_norm_1: tensor(585.9091, device='cuda:0') (tensor(405.0974, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8206 (0.8363569209605091) | > loader_time: 0.0093 (0.010060467837769309)  --> TIME: 2025-05-11 00:38:42 -- STEP: 212/725 -- GLOBAL_STEP: 288950 | > loss_disc: 2.3730885982513428 (2.2150146370788786) | > loss_disc_real_0: 0.1730274260044098 (0.14012666570268714) | > loss_disc_real_1: 0.16975459456443787 (0.1904564361386704) | > loss_disc_real_2: 0.20475372672080994 (0.18836441720431707) | > loss_disc_real_3: 0.21575763821601868 (0.20612644024615018) | > loss_disc_real_4: 0.21164950728416443 (0.195789737591766) | > loss_disc_real_5: 0.23363907635211945 (0.209473904081673) | > loss_0: 2.3730885982513428 (2.2150146370788786) | > grad_norm_0: tensor(19.0598, device='cuda:0') (tensor(21.4664, device='cuda:0')) | > loss_gen: 2.6783812046051025 (2.7511291065306045) | > loss_kl: 1.7005314826965332 (1.7320475544569627) | > loss_feat: 6.923849105834961 (8.213736475638617) | > loss_mel: 11.781582832336426 (13.029479265213013) | > loss_duration: 1.6753684282302856 (1.6736343199352053) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.759714126586914 (27.4000267352698) | > grad_norm_1: tensor(125.4463, device='cuda:0') (tensor(398.2167, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8206 (0.8383377149419967) | > loader_time: 0.0099 (0.010021126495217378)  --> TIME: 2025-05-11 00:39:25 -- STEP: 262/725 -- GLOBAL_STEP: 289000 | > loss_disc: 2.1846892833709717 (2.2171411910129866) | > loss_disc_real_0: 0.15078115463256836 (0.14057522616882365) | > loss_disc_real_1: 0.21951960027217865 (0.19077959230155436) | > loss_disc_real_2: 0.16702111065387726 (0.18842675832619193) | > loss_disc_real_3: 0.21346119046211243 (0.20653136654664542) | > loss_disc_real_4: 0.19242295622825623 (0.19571250921669814) | > loss_disc_real_5: 0.20795883238315582 (0.2095442836862484) | > loss_0: 2.1846892833709717 (2.2171411910129866) | > grad_norm_0: tensor(19.3748, device='cuda:0') (tensor(21.4569, device='cuda:0')) | > loss_gen: 2.743149995803833 (2.747592767686335) | > loss_kl: 1.7553561925888062 (1.7401299021626246) | > loss_feat: 7.9774932861328125 (8.196447004798708) | > loss_mel: 12.960038185119629 (13.015935511989447) | > loss_duration: 1.6777241230010986 (1.6742552482444826) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.11376190185547 (27.37436040485179) | > grad_norm_1: tensor(498.5165, device='cuda:0') (tensor(400.6428, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8588 (0.8373430758032182) | > loader_time: 0.0095 (0.009977688316170496) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_289000.pth  --> TIME: 2025-05-11 00:40:11 -- STEP: 312/725 -- GLOBAL_STEP: 289050 | > loss_disc: 2.090808868408203 (2.214129859820392) | > loss_disc_real_0: 0.08455628156661987 (0.1393969433907515) | > loss_disc_real_1: 0.17680710554122925 (0.19028460310819822) | > loss_disc_real_2: 0.18406853079795837 (0.18860242458490228) | > loss_disc_real_3: 0.20239554345607758 (0.20593709541627994) | > loss_disc_real_4: 0.20440678298473358 (0.19565507306311375) | > loss_disc_real_5: 0.21398644149303436 (0.20953726095075792) | > loss_0: 2.090808868408203 (2.214129859820392) | > grad_norm_0: tensor(17.0307, device='cuda:0') (tensor(21.5389, device='cuda:0')) | > loss_gen: 3.030940532684326 (2.7496416140825337) | > loss_kl: 1.8117797374725342 (1.7374821924246275) | > loss_feat: 9.024208068847656 (8.19604935860022) | > loss_mel: 13.830694198608398 (13.016829013824463) | > loss_duration: 1.671331524848938 (1.6734207184650962) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.368955612182617 (27.37342289166573) | > grad_norm_1: tensor(448.6801, device='cuda:0') (tensor(408.4249, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8493 (0.8390830113337592) | > loader_time: 0.0101 (0.010023738329227158)  --> TIME: 2025-05-11 00:40:54 -- STEP: 362/725 -- GLOBAL_STEP: 289100 | > loss_disc: 2.281829833984375 (2.2142953493977138) | > loss_disc_real_0: 0.13347424566745758 (0.13962976918530062) | > loss_disc_real_1: 0.2115548998117447 (0.1905544543052246) | > loss_disc_real_2: 0.23317092657089233 (0.188883643123985) | > loss_disc_real_3: 0.23522260785102844 (0.20571840019351212) | > loss_disc_real_4: 0.2103220522403717 (0.19537711715665312) | > loss_disc_real_5: 0.21963341534137726 (0.20957595204615462) | > loss_0: 2.281829833984375 (2.2142953493977138) | > grad_norm_0: tensor(19.8628, device='cuda:0') (tensor(21.5113, device='cuda:0')) | > loss_gen: 2.6956257820129395 (2.748600029155038) | > loss_kl: 1.9275318384170532 (1.7370177171506935) | > loss_feat: 7.989874839782715 (8.181435386120276) | > loss_mel: 12.267060279846191 (13.003438464844425) | > loss_duration: 1.6204159259796143 (1.6724255842398545) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.50050926208496 (27.342917131455565) | > grad_norm_1: tensor(331.0863, device='cuda:0') (tensor(408.6231, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.85 (0.84117987274465) | > loader_time: 0.0095 (0.009988076120450358)  --> TIME: 2025-05-11 00:41:37 -- STEP: 412/725 -- GLOBAL_STEP: 289150 | > loss_disc: 2.262953758239746 (2.2127342921437605) | > loss_disc_real_0: 0.13065794110298157 (0.13952119675582478) | > loss_disc_real_1: 0.16919271647930145 (0.19032681400625448) | > loss_disc_real_2: 0.1653103530406952 (0.18883336559661384) | > loss_disc_real_3: 0.17668969929218292 (0.20542735624515895) | > loss_disc_real_4: 0.20579947531223297 (0.19510368109472748) | > loss_disc_real_5: 0.19372698664665222 (0.20908756984524357) | > loss_0: 2.262953758239746 (2.2127342921437605) | > grad_norm_0: tensor(18.3998, device='cuda:0') (tensor(21.5412, device='cuda:0')) | > loss_gen: 2.8348195552825928 (2.7514908331111814) | > loss_kl: 1.6070975065231323 (1.735926519898535) | > loss_feat: 8.290224075317383 (8.197520838200461) | > loss_mel: 13.001691818237305 (13.034786988230584) | > loss_duration: 1.6813631057739258 (1.672975545369306) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.41519546508789 (27.392700690667606) | > grad_norm_1: tensor(325.3473, device='cuda:0') (tensor(410.4821, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8589 (0.8420675506869567) | > loader_time: 0.0107 (0.010001293663839703)  --> TIME: 2025-05-11 00:42:20 -- STEP: 462/725 -- GLOBAL_STEP: 289200 | > loss_disc: 2.151569366455078 (2.2132177680601846) | > loss_disc_real_0: 0.1279553920030594 (0.13969697729075636) | > loss_disc_real_1: 0.18270231783390045 (0.19031457722316053) | > loss_disc_real_2: 0.22334131598472595 (0.188965166253703) | > loss_disc_real_3: 0.21804514527320862 (0.20551246562690445) | > loss_disc_real_4: 0.21567343175411224 (0.19525076506973862) | > loss_disc_real_5: 0.25059494376182556 (0.20915423120771134) | > loss_0: 2.151569366455078 (2.2132177680601846) | > grad_norm_0: tensor(33.3545, device='cuda:0') (tensor(21.6832, device='cuda:0')) | > loss_gen: 2.8599722385406494 (2.753328105071924) | > loss_kl: 1.667267918586731 (1.7341383783332198) | > loss_feat: 8.723650932312012 (8.203197081883742) | > loss_mel: 14.55543327331543 (13.040598803268367) | > loss_duration: 1.689355492591858 (1.6728258040044217) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.49567985534668 (27.404088127664675) | > grad_norm_1: tensor(599.8766, device='cuda:0') (tensor(409.2516, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.7892 (0.8423962856267955) | > loader_time: 0.0097 (0.009997316253133676)  --> TIME: 2025-05-11 00:43:03 -- STEP: 512/725 -- GLOBAL_STEP: 289250 | > loss_disc: 2.192889928817749 (2.2146944303531235) | > loss_disc_real_0: 0.16914555430412292 (0.13986975773877938) | > loss_disc_real_1: 0.19333516061306 (0.19043656022404318) | > loss_disc_real_2: 0.18369634449481964 (0.1889877233770676) | > loss_disc_real_3: 0.19740548729896545 (0.20551552463439293) | > loss_disc_real_4: 0.16858045756816864 (0.19530792065779679) | > loss_disc_real_5: 0.24043120443820953 (0.20926897900062613) | > loss_0: 2.192889928817749 (2.2146944303531235) | > grad_norm_0: tensor(26.7897, device='cuda:0') (tensor(21.3197, device='cuda:0')) | > loss_gen: 2.9065842628479004 (2.7492927378043546) | > loss_kl: 1.7161227464675903 (1.7296354686841369) | > loss_feat: 8.845129013061523 (8.193488299846639) | > loss_mel: 13.169242858886719 (13.029122717678547) | > loss_duration: 1.6260263919830322 (1.6733677822630855) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.263105392456055 (27.374906968325377) | > grad_norm_1: tensor(403.6342, device='cuda:0') (tensor(403.1444, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8356 (0.8428696272894741) | > loader_time: 0.0097 (0.009966326411813506)  --> TIME: 2025-05-11 00:43:47 -- STEP: 562/725 -- GLOBAL_STEP: 289300 | > loss_disc: 2.0142037868499756 (2.213229298803734) | > loss_disc_real_0: 0.16975288093090057 (0.1397070931237576) | > loss_disc_real_1: 0.17575716972351074 (0.19036146282513372) | > loss_disc_real_2: 0.2096245437860489 (0.18894371910027338) | > loss_disc_real_3: 0.19350919127464294 (0.2055889195182569) | > loss_disc_real_4: 0.18868084251880646 (0.19530111792566934) | > loss_disc_real_5: 0.16109634935855865 (0.2087745957103064) | > loss_0: 2.0142037868499756 (2.213229298803734) | > grad_norm_0: tensor(26.8672, device='cuda:0') (tensor(21.3593, device='cuda:0')) | > loss_gen: 3.0817487239837646 (2.750643183752312) | > loss_kl: 1.8494455814361572 (1.7293253846440026) | > loss_feat: 10.216388702392578 (8.19806049472496) | > loss_mel: 14.542243003845215 (13.034182582461536) | > loss_duration: 1.640479564666748 (1.6735504570804878) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.330307006835938 (27.385762082300143) | > grad_norm_1: tensor(451.4367, device='cuda:0') (tensor(404.7127, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8961 (0.8434606438429756) | > loader_time: 0.0096 (0.009947376319097884)  --> TIME: 2025-05-11 00:44:30 -- STEP: 612/725 -- GLOBAL_STEP: 289350 | > loss_disc: 2.249847650527954 (2.211132362192758) | > loss_disc_real_0: 0.12732067704200745 (0.13916300004652526) | > loss_disc_real_1: 0.17261582612991333 (0.1902411519458481) | > loss_disc_real_2: 0.20485106110572815 (0.18877398646345334) | > loss_disc_real_3: 0.22528208792209625 (0.20540659068748834) | > loss_disc_real_4: 0.23463623225688934 (0.19525244004196596) | > loss_disc_real_5: 0.19529707729816437 (0.20864465070608396) | > loss_0: 2.249847650527954 (2.211132362192758) | > grad_norm_0: tensor(10.2029, device='cuda:0') (tensor(21.2838, device='cuda:0')) | > loss_gen: 2.7527217864990234 (2.7531707481621144) | > loss_kl: 1.784247636795044 (1.733728881949692) | > loss_feat: 8.06124496459961 (8.22153017879311) | > loss_mel: 12.878515243530273 (13.056950647067397) | > loss_duration: 1.6150707006454468 (1.6730859986707278) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.091798782348633 (27.43846643360611) | > grad_norm_1: tensor(371.9074, device='cuda:0') (tensor(403.8058, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8123 (0.8438235875827818) | > loader_time: 0.0092 (0.009954440827463195)  --> TIME: 2025-05-11 00:45:12 -- STEP: 662/725 -- GLOBAL_STEP: 289400 | > loss_disc: 1.9805688858032227 (2.211006269174045) | > loss_disc_real_0: 0.1627100557088852 (0.13933429166989753) | > loss_disc_real_1: 0.17394205927848816 (0.19031194849586927) | > loss_disc_real_2: 0.15666286647319794 (0.18892653849189753) | > loss_disc_real_3: 0.20647460222244263 (0.20543420404826038) | > loss_disc_real_4: 0.18250922858715057 (0.19525001526689242) | > loss_disc_real_5: 0.19371969997882843 (0.20845842368202988) | > loss_0: 1.9805688858032227 (2.211006269174045) | > grad_norm_0: tensor(42.9171, device='cuda:0') (tensor(21.4970, device='cuda:0')) | > loss_gen: 3.1711106300354004 (2.7544051639263) | > loss_kl: 1.6895328760147095 (1.7349726917880532) | > loss_feat: 10.013352394104004 (8.22035563460289) | > loss_mel: 15.39843463897705 (13.049898137498836) | > loss_duration: 1.6873369216918945 (1.6734805892241325) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.959766387939453 (27.433112199212843) | > grad_norm_1: tensor(662.0972, device='cuda:0') (tensor(408.7365, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.882 (0.8435914480434087) | > loader_time: 0.011 (0.009955648569181965)  --> TIME: 2025-05-11 00:45:56 -- STEP: 712/725 -- GLOBAL_STEP: 289450 | > loss_disc: 2.2466814517974854 (2.2113821580168955) | > loss_disc_real_0: 0.1289992481470108 (0.1390991991783461) | > loss_disc_real_1: 0.18913599848747253 (0.19053478867569004) | > loss_disc_real_2: 0.1950118988752365 (0.18901711493060838) | > loss_disc_real_3: 0.22063042223453522 (0.205513466798355) | > loss_disc_real_4: 0.1946195363998413 (0.19531183030581875) | > loss_disc_real_5: 0.21945226192474365 (0.20847141416220183) | > loss_0: 2.2466814517974854 (2.2113821580168955) | > grad_norm_0: tensor(32.8134, device='cuda:0') (tensor(21.3872, device='cuda:0')) | > loss_gen: 2.647930383682251 (2.7527154181780427) | > loss_kl: 1.8223687410354614 (1.7378113231297283) | > loss_feat: 8.009950637817383 (8.209274694490961) | > loss_mel: 13.215621948242188 (13.039718128322214) | > loss_duration: 1.6638295650482178 (1.6729799991243341) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.35970115661621 (27.412499540307543) | > grad_norm_1: tensor(284.9283, device='cuda:0') (tensor(410.6341, device='cuda:0')) | > current_lr_0: 0.00019179742734498406 | > current_lr_1: 0.00019179742734498406 | > step_time: 0.8092 (0.8439469360903411) | > loader_time: 0.01 (0.009950761714678125)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3065435886383057 (2.3065435886383057) | > loss_disc_real_0: 0.16291578114032745 (0.16291578114032745) | > loss_disc_real_1: 0.1830395609140396 (0.1830395609140396) | > loss_disc_real_2: 0.22972865402698517 (0.22972865402698517) | > loss_disc_real_3: 0.20571184158325195 (0.20571184158325195) | > loss_disc_real_4: 0.24926581978797913 (0.24926581978797913) | > loss_disc_real_5: 0.22395485639572144 (0.22395485639572144) | > loss_0: 2.3065435886383057 (2.3065435886383057) | > loss_gen: 2.6471400260925293 (2.6471400260925293) | > loss_kl: 2.233729124069214 (2.233729124069214) | > loss_feat: 8.261201858520508 (8.261201858520508) | > loss_mel: 12.821852684020996 (12.821852684020996) | > loss_duration: 1.703514814376831 (1.703514814376831) | > loss_1: 27.667438507080078 (27.667438507080078)  --> STEP: 1 | > loss_disc: 2.265657424926758 (2.265657424926758) | > loss_disc_real_0: 0.17340415716171265 (0.17340415716171265) | > loss_disc_real_1: 0.1786675900220871 (0.1786675900220871) | > loss_disc_real_2: 0.2314939647912979 (0.2314939647912979) | > loss_disc_real_3: 0.1941681057214737 (0.1941681057214737) | > loss_disc_real_4: 0.24233436584472656 (0.24233436584472656) | > loss_disc_real_5: 0.20575720071792603 (0.20575720071792603) | > loss_0: 2.265657424926758 (2.265657424926758) | > loss_gen: 2.778136968612671 (2.778136968612671) | > loss_kl: 1.9862087965011597 (1.9862087965011597) | > loss_feat: 8.04985237121582 (8.04985237121582) | > loss_mel: 13.481037139892578 (13.481037139892578) | > loss_duration: 1.8226560354232788 (1.8226560354232788) | > loss_1: 28.117891311645508 (28.117891311645508)  --> STEP: 2 | > loss_disc: 2.3604273796081543 (2.313042402267456) | > loss_disc_real_0: 0.16236242651939392 (0.16788329184055328) | > loss_disc_real_1: 0.18576759099960327 (0.18221759051084518) | > loss_disc_real_2: 0.2463351935148239 (0.2389145791530609) | > loss_disc_real_3: 0.21321086585521698 (0.20368948578834534) | > loss_disc_real_4: 0.257315993309021 (0.24982517957687378) | > loss_disc_real_5: 0.20688094198703766 (0.20631907135248184) | > loss_0: 2.3604273796081543 (2.313042402267456) | > loss_gen: 2.612175941467285 (2.695156455039978) | > loss_kl: 2.0085337162017822 (1.997371256351471) | > loss_feat: 7.708804130554199 (7.87932825088501) | > loss_mel: 13.340482711791992 (13.410759925842285) | > loss_duration: 1.8521995544433594 (1.837427794933319) | > loss_1: 27.522193908691406 (27.820042610168457)  --> STEP: 3 | > loss_disc: 2.365473508834839 (2.330519437789917) | > loss_disc_real_0: 0.16491764783859253 (0.1668947438398997) | > loss_disc_real_1: 0.19379064440727234 (0.18607527514298758) | > loss_disc_real_2: 0.22091738879680634 (0.23291551570097604) | > loss_disc_real_3: 0.2180672138929367 (0.20848206182320914) | > loss_disc_real_4: 0.24534660577774048 (0.24833232164382935) | > loss_disc_real_5: 0.21112807095050812 (0.2079220712184906) | > loss_0: 2.365473508834839 (2.330519437789917) | > loss_gen: 2.5190622806549072 (2.636458396911621) | > loss_kl: 2.1388187408447266 (2.0445204178492227) | > loss_feat: 7.654689788818359 (7.80444876352946) | > loss_mel: 13.344136238098145 (13.388552029927572) | > loss_duration: 1.8241627216339111 (1.8330061038335164) | > loss_1: 27.480871200561523 (27.706985473632812)  --> STEP: 4 | > loss_disc: 2.248487710952759 (2.3100115060806274) | > loss_disc_real_0: 0.13466821610927582 (0.15883811190724373) | > loss_disc_real_1: 0.1751541942358017 (0.1833450049161911) | > loss_disc_real_2: 0.20170924067497253 (0.22511394694447517) | > loss_disc_real_3: 0.19721710681915283 (0.20566582307219505) | > loss_disc_real_4: 0.2073643058538437 (0.23809031769633293) | > loss_disc_real_5: 0.22465349733829498 (0.2121049277484417) | > loss_0: 2.248487710952759 (2.3100115060806274) | > loss_gen: 2.5554447174072266 (2.6162049770355225) | > loss_kl: 1.9094821214675903 (2.0107608437538147) | > loss_feat: 8.641606330871582 (8.01373815536499) | > loss_mel: 13.217889785766602 (13.345886468887329) | > loss_duration: 1.762070655822754 (1.8152722418308258) | > loss_1: 28.08649444580078 (27.801862716674805) --> EVAL PERFORMANCE | > avg_loader_time: 0.2977919578552246 (+0.01007169485092163) | > avg_loss_disc: 2.3100115060806274 (+0.05357706546783447) | > avg_loss_disc_real_0: 0.15883811190724373 (+0.05242026969790459) | > avg_loss_disc_real_1: 0.1833450049161911 (+0.023377884179353714) | > avg_loss_disc_real_2: 0.22511394694447517 (-0.029942147433757782) | > avg_loss_disc_real_3: 0.20566582307219505 (-0.0406501442193985) | > avg_loss_disc_real_4: 0.23809031769633293 (-0.0285082645714283) | > avg_loss_disc_real_5: 0.2121049277484417 (-0.07129520550370216) | > avg_loss_0: 2.3100115060806274 (+0.05357706546783447) | > avg_loss_gen: 2.6162049770355225 (-0.31511884927749634) | > avg_loss_kl: 2.0107608437538147 (-0.049937278032302856) | > avg_loss_feat: 8.01373815536499 (-0.4251002073287964) | > avg_loss_mel: 13.345886468887329 (-0.5704045295715332) | > avg_loss_duration: 1.8152722418308258 (+0.0004502236843109131) | > avg_loss_1: 27.801862716674805 (-1.3601107597351074)  > EPOCH: 336/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 00:46:13)   --> TIME: 2025-05-11 00:46:47 -- STEP: 37/725 -- GLOBAL_STEP: 289500 | > loss_disc: 2.0933969020843506 (2.2162636292947306) | > loss_disc_real_0: 0.11984293162822723 (0.1371774174071647) | > loss_disc_real_1: 0.17207585275173187 (0.1926634118363664) | > loss_disc_real_2: 0.16171039640903473 (0.19051764462445236) | > loss_disc_real_3: 0.2140861302614212 (0.20792246106508616) | > loss_disc_real_4: 0.1686207503080368 (0.1957792547103521) | > loss_disc_real_5: 0.18685992062091827 (0.20851088657572464) | > loss_0: 2.0933969020843506 (2.2162636292947306) | > grad_norm_0: tensor(24.7875, device='cuda:0') (tensor(26.3621, device='cuda:0')) | > loss_gen: 2.81440806388855 (2.7737338091876054) | > loss_kl: 1.5824768543243408 (1.745218715152225) | > loss_feat: 9.26037311553955 (8.193714824882708) | > loss_mel: 13.332953453063965 (12.953934463294777) | > loss_duration: 1.666329264640808 (1.6690557711833232) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.656539916992188 (27.33565737750079) | > grad_norm_1: tensor(502.6379, device='cuda:0') (tensor(455.2487, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8526 (0.8486200796591269) | > loader_time: 0.01 (0.010515792949779614)  --> TIME: 2025-05-11 00:47:30 -- STEP: 87/725 -- GLOBAL_STEP: 289550 | > loss_disc: 2.1769206523895264 (2.2182324302607577) | > loss_disc_real_0: 0.11522268503904343 (0.13697597324505614) | > loss_disc_real_1: 0.18427325785160065 (0.1918387339375485) | > loss_disc_real_2: 0.16537775099277496 (0.1914386858885316) | > loss_disc_real_3: 0.19815440475940704 (0.20658607386994635) | > loss_disc_real_4: 0.16108977794647217 (0.19608903787601958) | > loss_disc_real_5: 0.20841574668884277 (0.2095709634923387) | > loss_0: 2.1769206523895264 (2.2182324302607577) | > grad_norm_0: tensor(12.9175, device='cuda:0') (tensor(23.4091, device='cuda:0')) | > loss_gen: 2.802187442779541 (2.7711071803652) | > loss_kl: 1.7770155668258667 (1.7453036609737353) | > loss_feat: 8.789426803588867 (8.294177959705223) | > loss_mel: 13.32923412322998 (13.141995309413165) | > loss_duration: 1.6601256132125854 (1.6713709146126934) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.357988357543945 (27.623954904490503) | > grad_norm_1: tensor(316.1895, device='cuda:0') (tensor(406.4177, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.83 (0.8481604614477048) | > loader_time: 0.0093 (0.010348369335306098)  --> TIME: 2025-05-11 00:48:14 -- STEP: 137/725 -- GLOBAL_STEP: 289600 | > loss_disc: 2.1183223724365234 (2.210716245818311) | > loss_disc_real_0: 0.14226290583610535 (0.13893638458782728) | > loss_disc_real_1: 0.19516000151634216 (0.19160917803753902) | > loss_disc_real_2: 0.14758411049842834 (0.18996070521156286) | > loss_disc_real_3: 0.1670846790075302 (0.20543422381373216) | > loss_disc_real_4: 0.1575002819299698 (0.19555327187489424) | > loss_disc_real_5: 0.1905234456062317 (0.20605361798818964) | > loss_0: 2.1183223724365234 (2.210716245818311) | > grad_norm_0: tensor(15.2508, device='cuda:0') (tensor(22.8148, device='cuda:0')) | > loss_gen: 3.0587472915649414 (2.775843703833809) | > loss_kl: 1.761547327041626 (1.7372855008953678) | > loss_feat: 10.07938003540039 (8.31409260130276) | > loss_mel: 14.112406730651855 (13.158364073203428) | > loss_duration: 1.6644096374511719 (1.670957500917198) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.676490783691406 (27.656543258332857) | > grad_norm_1: tensor(144.8031, device='cuda:0') (tensor(410.1100, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8122 (0.8480942823591023) | > loader_time: 0.0089 (0.010263166288389773)  --> TIME: 2025-05-11 00:48:57 -- STEP: 187/725 -- GLOBAL_STEP: 289650 | > loss_disc: 2.136418342590332 (2.2159092171306907) | > loss_disc_real_0: 0.16581542789936066 (0.13954150828129466) | > loss_disc_real_1: 0.20753929018974304 (0.1913445428571599) | > loss_disc_real_2: 0.18039481341838837 (0.19103394616096414) | > loss_disc_real_3: 0.19924618303775787 (0.20546912063251843) | > loss_disc_real_4: 0.18453264236450195 (0.19640347799834082) | > loss_disc_real_5: 0.20147715508937836 (0.2067339513550468) | > loss_0: 2.136418342590332 (2.2159092171306907) | > grad_norm_0: tensor(34.8519, device='cuda:0') (tensor(22.5953, device='cuda:0')) | > loss_gen: 2.859020471572876 (2.762695738338531) | > loss_kl: 1.8090392351150513 (1.7333807652009363) | > loss_feat: 8.509407043457031 (8.240231947465377) | > loss_mel: 13.866504669189453 (13.094070210176355) | > loss_duration: 1.6802558898925781 (1.672408089280766) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.724227905273438 (27.502786697550892) | > grad_norm_1: tensor(546.2903, device='cuda:0') (tensor(414.7275, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8549 (0.8483968074308997) | > loader_time: 0.0102 (0.010324221881315666)  --> TIME: 2025-05-11 00:49:40 -- STEP: 237/725 -- GLOBAL_STEP: 289700 | > loss_disc: 2.0936474800109863 (2.2148195314004964) | > loss_disc_real_0: 0.11181548982858658 (0.1387606282022935) | > loss_disc_real_1: 0.19642774760723114 (0.19133762977545773) | > loss_disc_real_2: 0.18155422806739807 (0.1902023306124321) | > loss_disc_real_3: 0.21478426456451416 (0.20568961659564247) | > loss_disc_real_4: 0.1800069808959961 (0.19625384451719277) | > loss_disc_real_5: 0.1889023333787918 (0.20753994527496872) | > loss_0: 2.0936474800109863 (2.2148195314004964) | > grad_norm_0: tensor(22.8125, device='cuda:0') (tensor(22.5074, device='cuda:0')) | > loss_gen: 2.872995615005493 (2.761334894075675) | > loss_kl: 1.7660245895385742 (1.7361663187606424) | > loss_feat: 9.261209487915039 (8.244029165823248) | > loss_mel: 14.305266380310059 (13.109110570658109) | > loss_duration: 1.6606948375701904 (1.6720377533747677) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.86618995666504 (27.522678664967984) | > grad_norm_1: tensor(458.5645, device='cuda:0') (tensor(413.1864, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8347 (0.84860474852067) | > loader_time: 0.009 (0.010277794383246185)  --> TIME: 2025-05-11 00:50:23 -- STEP: 287/725 -- GLOBAL_STEP: 289750 | > loss_disc: 2.0548512935638428 (2.2099145177349406) | > loss_disc_real_0: 0.09495555609464645 (0.1383634389537137) | > loss_disc_real_1: 0.1732821762561798 (0.19054172325632712) | > loss_disc_real_2: 0.19610898196697235 (0.18964206507812392) | > loss_disc_real_3: 0.1901623010635376 (0.20527766125750455) | > loss_disc_real_4: 0.16183429956436157 (0.1958696253416014) | > loss_disc_real_5: 0.1817437708377838 (0.20688064489838137) | > loss_0: 2.0548512935638428 (2.2099145177349406) | > grad_norm_0: tensor(23.3220, device='cuda:0') (tensor(22.7421, device='cuda:0')) | > loss_gen: 2.947721481323242 (2.767008017995216) | > loss_kl: 1.5793876647949219 (1.731909159999276) | > loss_feat: 9.350317001342773 (8.282905277890194) | > loss_mel: 14.349936485290527 (13.14138941814675) | > loss_duration: 1.6850433349609375 (1.6719969344886751) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.912405014038086 (27.595208802705027) | > grad_norm_1: tensor(596.6694, device='cuda:0') (tensor(420.2081, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.7998 (0.847436374903556) | > loader_time: 0.0095 (0.010281788762853539)  --> TIME: 2025-05-11 00:51:06 -- STEP: 337/725 -- GLOBAL_STEP: 289800 | > loss_disc: 2.1124401092529297 (2.2116150321875576) | > loss_disc_real_0: 0.1431603580713272 (0.13906801239938343) | > loss_disc_real_1: 0.2042027711868286 (0.190916177029072) | > loss_disc_real_2: 0.1866282969713211 (0.18974239942935525) | > loss_disc_real_3: 0.19337813556194305 (0.2054895302308418) | > loss_disc_real_4: 0.21780213713645935 (0.19599876749586273) | > loss_disc_real_5: 0.2263539731502533 (0.20667221014683612) | > loss_0: 2.1124401092529297 (2.2116150321875576) | > grad_norm_0: tensor(27.3806, device='cuda:0') (tensor(22.9823, device='cuda:0')) | > loss_gen: 2.8937087059020996 (2.7655149751317953) | > loss_kl: 1.5527738332748413 (1.7319182408669578) | > loss_feat: 8.696609497070312 (8.26126689231714) | > loss_mel: 14.57788372039795 (13.1154099557803) | > loss_duration: 1.6504948139190674 (1.6712408026884855) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.371471405029297 (27.545350852988946) | > grad_norm_1: tensor(499.4873, device='cuda:0') (tensor(424.3942, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8843 (0.847717943814105) | > loader_time: 0.0098 (0.010266770948642086)  --> TIME: 2025-05-11 00:51:50 -- STEP: 387/725 -- GLOBAL_STEP: 289850 | > loss_disc: 2.2207090854644775 (2.207565779833831) | > loss_disc_real_0: 0.11358816176652908 (0.13846294914952237) | > loss_disc_real_1: 0.2209305316209793 (0.1906539058885525) | > loss_disc_real_2: 0.21675541996955872 (0.18910823627651815) | > loss_disc_real_3: 0.22797349095344543 (0.2053800745065821) | > loss_disc_real_4: 0.1969672441482544 (0.1958074461120043) | > loss_disc_real_5: 0.19855159521102905 (0.20655618030433512) | > loss_0: 2.2207090854644775 (2.207565779833831) | > grad_norm_0: tensor(15.6807, device='cuda:0') (tensor(22.6824, device='cuda:0')) | > loss_gen: 2.807257890701294 (2.7695733502853748) | > loss_kl: 1.6814745664596558 (1.7332425480973195) | > loss_feat: 7.836901664733887 (8.299652766195694) | > loss_mel: 12.486955642700195 (13.16225783523047) | > loss_duration: 1.7513782978057861 (1.671271825329586) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.5639705657959 (27.63599834392853) | > grad_norm_1: tensor(157.4716, device='cuda:0') (tensor(420.4030, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8663 (0.8494227517790881) | > loader_time: 0.0103 (0.010228028901171625)  --> TIME: 2025-05-11 00:52:33 -- STEP: 437/725 -- GLOBAL_STEP: 289900 | > loss_disc: 2.326449155807495 (2.205526501690495) | > loss_disc_real_0: 0.12055658549070358 (0.13820641375310902) | > loss_disc_real_1: 0.19424667954444885 (0.19045221757834235) | > loss_disc_real_2: 0.21094827353954315 (0.18895865915432675) | > loss_disc_real_3: 0.18430392444133759 (0.20505388824426873) | > loss_disc_real_4: 0.18758034706115723 (0.19565046842911143) | > loss_disc_real_5: 0.23185649514198303 (0.206740777913984) | > loss_0: 2.326449155807495 (2.205526501690495) | > grad_norm_0: tensor(22.3575, device='cuda:0') (tensor(22.4002, device='cuda:0')) | > loss_gen: 2.601628303527832 (2.7701480344994938) | > loss_kl: 1.7054471969604492 (1.7280216105197057) | > loss_feat: 6.987017631530762 (8.293866343029038) | > loss_mel: 10.93945026397705 (13.144594751179081) | > loss_duration: 1.6484227180480957 (1.671204796372071) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.88196563720703 (27.60783552523336) | > grad_norm_1: tensor(517.1456, device='cuda:0') (tensor(415.2740, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8956 (0.8494967339513504) | > loader_time: 0.0102 (0.010215647978968151)  --> TIME: 2025-05-11 00:53:16 -- STEP: 487/725 -- GLOBAL_STEP: 289950 | > loss_disc: 2.140374183654785 (2.2041634820569964) | > loss_disc_real_0: 0.12356772273778915 (0.1379472764947086) | > loss_disc_real_1: 0.19198216497898102 (0.1904924017753934) | > loss_disc_real_2: 0.20818065106868744 (0.18891379102544373) | > loss_disc_real_3: 0.19194480776786804 (0.20496122728750193) | > loss_disc_real_4: 0.1843690574169159 (0.19550000905256246) | > loss_disc_real_5: 0.1730845719575882 (0.20651085552371262) | > loss_0: 2.140374183654785 (2.2041634820569964) | > grad_norm_0: tensor(21.9845, device='cuda:0') (tensor(22.2760, device='cuda:0')) | > loss_gen: 2.835983991622925 (2.7710624274776703) | > loss_kl: 1.7915562391281128 (1.7263992055485624) | > loss_feat: 8.54233455657959 (8.300317585101123) | > loss_mel: 12.316349983215332 (13.151895290037935) | > loss_duration: 1.665149450302124 (1.6717662958149058) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.15137481689453 (27.621440844369374) | > grad_norm_1: tensor(421.3129, device='cuda:0') (tensor(420.1001, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8092 (0.8486965285189587) | > loader_time: 0.0091 (0.010195995992703604)  --> TIME: 2025-05-11 00:53:59 -- STEP: 537/725 -- GLOBAL_STEP: 290000 | > loss_disc: 2.314739227294922 (2.2014377234812343) | > loss_disc_real_0: 0.2207125425338745 (0.13784266981943127) | > loss_disc_real_1: 0.22231104969978333 (0.19031070192210944) | > loss_disc_real_2: 0.20599712431430817 (0.1886893877658986) | > loss_disc_real_3: 0.2180648297071457 (0.20474766555556143) | > loss_disc_real_4: 0.21201592683792114 (0.19523552698352034) | > loss_disc_real_5: 0.21965473890304565 (0.20626798080665443) | > loss_0: 2.314739227294922 (2.2014377234812343) | > grad_norm_0: tensor(30.5716, device='cuda:0') (tensor(22.2864, device='cuda:0')) | > loss_gen: 2.7085001468658447 (2.773358118156703) | > loss_kl: 1.4752837419509888 (1.7244257103353462) | > loss_feat: 7.511755466461182 (8.295806689413345) | > loss_mel: 12.331338882446289 (13.134284394191408) | > loss_duration: 1.7172253131866455 (1.6724986088786489) | > amp_scaler: 256.0 (257.9068901303538) | > loss_1: 25.744104385375977 (27.600373557604) | > grad_norm_1: tensor(178.0528, device='cuda:0') (tensor(420.7779, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8531 (0.8483633062692992) | > loader_time: 0.0093 (0.010164296826836783) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_290000.pth  --> TIME: 2025-05-11 00:54:44 -- STEP: 587/725 -- GLOBAL_STEP: 290050 | > loss_disc: 2.3210134506225586 (2.2027436959885667) | > loss_disc_real_0: 0.15127849578857422 (0.13770611811384825) | > loss_disc_real_1: 0.24702595174312592 (0.1904123883180359) | > loss_disc_real_2: 0.21138425171375275 (0.18882807992792208) | > loss_disc_real_3: 0.2204187512397766 (0.20507917006133555) | > loss_disc_real_4: 0.22020436823368073 (0.19537502694779804) | > loss_disc_real_5: 0.19928108155727386 (0.2063104396835097) | > loss_0: 2.3210134506225586 (2.2027436959885667) | > grad_norm_0: tensor(14.2137, device='cuda:0') (tensor(22.3146, device='cuda:0')) | > loss_gen: 2.657660484313965 (2.773738882610705) | > loss_kl: 1.66222083568573 (1.7276863249643901) | > loss_feat: 7.290891170501709 (8.294711286814495) | > loss_mel: 11.988879203796387 (13.144883170444675) | > loss_duration: 1.6695393323898315 (1.672505080192214) | > amp_scaler: 256.0 (257.74446337308353) | > loss_1: 25.269189834594727 (27.61352477975355) | > grad_norm_1: tensor(80.0139, device='cuda:0') (tensor(420.5610, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.861 (0.848142718131538) | > loader_time: 0.0124 (0.010168337537645282)  --> TIME: 2025-05-11 00:55:27 -- STEP: 637/725 -- GLOBAL_STEP: 290100 | > loss_disc: 2.227832794189453 (2.2026886713560954) | > loss_disc_real_0: 0.10812695324420929 (0.13770285234720764) | > loss_disc_real_1: 0.1762697994709015 (0.19034140859986412) | > loss_disc_real_2: 0.1740073412656784 (0.18891694393225328) | > loss_disc_real_3: 0.17591716349124908 (0.20502419096053676) | > loss_disc_real_4: 0.19728314876556396 (0.19544757523660186) | > loss_disc_real_5: 0.19528310000896454 (0.2062028711734799) | > loss_0: 2.227832794189453 (2.2026886713560954) | > grad_norm_0: tensor(15.8314, device='cuda:0') (tensor(22.2258, device='cuda:0')) | > loss_gen: 2.7191364765167236 (2.7718820036674052) | > loss_kl: 1.7315629720687866 (1.7272624842226036) | > loss_feat: 8.17515754699707 (8.292266069439188) | > loss_mel: 12.819034576416016 (13.140330784736284) | > loss_duration: 1.639387845993042 (1.6724926214577445) | > amp_scaler: 256.0 (257.6075353218211) | > loss_1: 27.084278106689453 (27.604233991781626) | > grad_norm_1: tensor(176.3257, device='cuda:0') (tensor(421.2174, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8405 (0.848240807441939) | > loader_time: 0.0092 (0.010173558440275813)  --> TIME: 2025-05-11 00:56:10 -- STEP: 687/725 -- GLOBAL_STEP: 290150 | > loss_disc: 2.052642822265625 (2.201988264462836) | > loss_disc_real_0: 0.09995697438716888 (0.13776102011380742) | > loss_disc_real_1: 0.2047153115272522 (0.19013624086303663) | > loss_disc_real_2: 0.18320712447166443 (0.1886983870852635) | > loss_disc_real_3: 0.14959336817264557 (0.2049098207223537) | > loss_disc_real_4: 0.18858923017978668 (0.1956309264273621) | > loss_disc_real_5: 0.20901577174663544 (0.2063316097252581) | > loss_0: 2.052642822265625 (2.201988264462836) | > grad_norm_0: tensor(13.0625, device='cuda:0') (tensor(22.1168, device='cuda:0')) | > loss_gen: 3.0070297718048096 (2.7728128152122684) | > loss_kl: 1.5442548990249634 (1.7285581467974134) | > loss_feat: 10.129756927490234 (8.306742246841598) | > loss_mel: 15.917647361755371 (13.15914362695019) | > loss_duration: 1.6770575046539307 (1.6723463799061553) | > amp_scaler: 256.0 (257.4905385735078) | > loss_1: 32.27574920654297 (27.63960324971784) | > grad_norm_1: tensor(55.1371, device='cuda:0') (tensor(417.6223, device='cuda:0')) | > current_lr_0: 0.00019177345266656591 | > current_lr_1: 0.00019177345266656591 | > step_time: 0.8677 (0.847897342892887) | > loader_time: 0.0099 (0.010178255375469283)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2498528957366943 (2.2498528957366943) | > loss_disc_real_0: 0.12945611774921417 (0.12945611774921417) | > loss_disc_real_1: 0.1612175703048706 (0.1612175703048706) | > loss_disc_real_2: 0.17146243155002594 (0.17146243155002594) | > loss_disc_real_3: 0.1959560066461563 (0.1959560066461563) | > loss_disc_real_4: 0.27225202322006226 (0.27225202322006226) | > loss_disc_real_5: 0.2290779948234558 (0.2290779948234558) | > loss_0: 2.2498528957366943 (2.2498528957366943) | > loss_gen: 2.540213108062744 (2.540213108062744) | > loss_kl: 2.2046959400177 (2.2046959400177) | > loss_feat: 9.236438751220703 (9.236438751220703) | > loss_mel: 14.134588241577148 (14.134588241577148) | > loss_duration: 1.7161672115325928 (1.7161672115325928) | > loss_1: 29.832101821899414 (29.832101821899414)  --> STEP: 1 | > loss_disc: 2.320798873901367 (2.320798873901367) | > loss_disc_real_0: 0.12412170320749283 (0.12412170320749283) | > loss_disc_real_1: 0.1601332426071167 (0.1601332426071167) | > loss_disc_real_2: 0.18772166967391968 (0.18772166967391968) | > loss_disc_real_3: 0.22035028040409088 (0.22035028040409088) | > loss_disc_real_4: 0.28287556767463684 (0.28287556767463684) | > loss_disc_real_5: 0.24541574716567993 (0.24541574716567993) | > loss_0: 2.320798873901367 (2.320798873901367) | > loss_gen: 2.46319842338562 (2.46319842338562) | > loss_kl: 2.0226497650146484 (2.0226497650146484) | > loss_feat: 7.9375834465026855 (7.9375834465026855) | > loss_mel: 14.217445373535156 (14.217445373535156) | > loss_duration: 1.821332335472107 (1.821332335472107) | > loss_1: 28.462209701538086 (28.462209701538086)  --> STEP: 2 | > loss_disc: 2.4114303588867188 (2.366114616394043) | > loss_disc_real_0: 0.14653106033802032 (0.13532638177275658) | > loss_disc_real_1: 0.173208087682724 (0.16667066514492035) | > loss_disc_real_2: 0.1956847608089447 (0.1917032152414322) | > loss_disc_real_3: 0.2383413463830948 (0.22934581339359283) | > loss_disc_real_4: 0.2926774024963379 (0.28777648508548737) | > loss_disc_real_5: 0.2607870101928711 (0.2531013786792755) | > loss_0: 2.4114303588867188 (2.366114616394043) | > loss_gen: 2.4383416175842285 (2.4507700204849243) | > loss_kl: 1.9168643951416016 (1.969757080078125) | > loss_feat: 6.8719868659973145 (7.40478515625) | > loss_mel: 12.7500638961792 (13.483754634857178) | > loss_duration: 1.868681788444519 (1.845007061958313) | > loss_1: 25.845935821533203 (27.154072761535645)  --> STEP: 3 | > loss_disc: 2.258277654647827 (2.3301689624786377) | > loss_disc_real_0: 0.1108442097902298 (0.127165657778581) | > loss_disc_real_1: 0.1680642068386078 (0.16713517904281616) | > loss_disc_real_2: 0.1695028394460678 (0.18430308997631073) | > loss_disc_real_3: 0.20303943753242493 (0.2205770214398702) | > loss_disc_real_4: 0.3084283769130707 (0.29466044902801514) | > loss_disc_real_5: 0.2605714797973633 (0.25559141238530475) | > loss_0: 2.258277654647827 (2.3301689624786377) | > loss_gen: 2.6597788333892822 (2.520439624786377) | > loss_kl: 2.0625417232513428 (2.0006852944691977) | > loss_feat: 9.00575065612793 (7.938440322875977) | > loss_mel: 15.1704740524292 (14.045994440714518) | > loss_duration: 1.8157765865325928 (1.8352635701497395) | > loss_1: 30.71432113647461 (28.340822219848633)  --> STEP: 4 | > loss_disc: 2.221622943878174 (2.3030324578285217) | > loss_disc_real_0: 0.10306046903133392 (0.12113936059176922) | > loss_disc_real_1: 0.1522456556558609 (0.16341279819607735) | > loss_disc_real_2: 0.15793058276176453 (0.17770996317267418) | > loss_disc_real_3: 0.19023866951465607 (0.21299243345856667) | > loss_disc_real_4: 0.2615784704685211 (0.28638995438814163) | > loss_disc_real_5: 0.24425290524959564 (0.2527567856013775) | > loss_0: 2.221622943878174 (2.3030324578285217) | > loss_gen: 2.495448589324951 (2.5141918659210205) | > loss_kl: 1.9249478578567505 (1.9817509353160858) | > loss_feat: 9.806172370910645 (8.405373334884644) | > loss_mel: 15.003703117370605 (14.28542160987854) | > loss_duration: 1.7770241498947144 (1.8207037150859833) | > loss_1: 31.007295608520508 (29.0074405670166) --> EVAL PERFORMANCE | > avg_loader_time: 0.2839018702507019 (-0.013890087604522705) | > avg_loss_disc: 2.3030324578285217 (-0.006979048252105713) | > avg_loss_disc_real_0: 0.12113936059176922 (-0.03769875131547451) | > avg_loss_disc_real_1: 0.16341279819607735 (-0.019932206720113754) | > avg_loss_disc_real_2: 0.17770996317267418 (-0.047403983771800995) | > avg_loss_disc_real_3: 0.21299243345856667 (+0.0073266103863716125) | > avg_loss_disc_real_4: 0.28638995438814163 (+0.0482996366918087) | > avg_loss_disc_real_5: 0.2527567856013775 (+0.04065185785293579) | > avg_loss_0: 2.3030324578285217 (-0.006979048252105713) | > avg_loss_gen: 2.5141918659210205 (-0.10201311111450195) | > avg_loss_kl: 1.9817509353160858 (-0.029009908437728882) | > avg_loss_feat: 8.405373334884644 (+0.3916351795196533) | > avg_loss_mel: 14.28542160987854 (+0.9395351409912109) | > avg_loss_duration: 1.8207037150859833 (+0.005431473255157471) | > avg_loss_1: 29.0074405670166 (+1.2055778503417969)  > EPOCH: 337/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 00:56:50)   --> TIME: 2025-05-11 00:57:02 -- STEP: 12/725 -- GLOBAL_STEP: 290200 | > loss_disc: 2.2925643920898438 (2.24791826804479) | > loss_disc_real_0: 0.15941761434078217 (0.14591996806363264) | > loss_disc_real_1: 0.18715891242027283 (0.19534879053632417) | > loss_disc_real_2: 0.18035563826560974 (0.19551789263884226) | > loss_disc_real_3: 0.23287075757980347 (0.20823206876715025) | > loss_disc_real_4: 0.1971598118543625 (0.20570422088106474) | > loss_disc_real_5: 0.20907630026340485 (0.21061758572856584) | > loss_0: 2.2925643920898438 (2.24791826804479) | > grad_norm_0: tensor(15.8461, device='cuda:0') (tensor(19.8344, device='cuda:0')) | > loss_gen: 2.615003824234009 (2.715074102083842) | > loss_kl: 1.6009281873703003 (1.7538557350635529) | > loss_feat: 7.376136779785156 (8.062190731366476) | > loss_mel: 12.071145057678223 (13.186085859934488) | > loss_duration: 1.6847569942474365 (1.6754697859287262) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.347970962524414 (27.39267619450887) | > grad_norm_1: tensor(256.3788, device='cuda:0') (tensor(421.3735, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8403 (0.8339547316233317) | > loader_time: 0.0088 (0.009895463784535726)  --> TIME: 2025-05-11 00:57:45 -- STEP: 62/725 -- GLOBAL_STEP: 290250 | > loss_disc: 2.2480366230010986 (2.2144683522562825) | > loss_disc_real_0: 0.14126907289028168 (0.14023451062460102) | > loss_disc_real_1: 0.21821551024913788 (0.1927875806727717) | > loss_disc_real_2: 0.20728233456611633 (0.19039731472730637) | > loss_disc_real_3: 0.21238532662391663 (0.20677110192275816) | > loss_disc_real_4: 0.2007993906736374 (0.1972736999873192) | > loss_disc_real_5: 0.17721307277679443 (0.2076342168354219) | > loss_0: 2.2480366230010986 (2.2144683522562825) | > grad_norm_0: tensor(14.4783, device='cuda:0') (tensor(23.0291, device='cuda:0')) | > loss_gen: 2.7246041297912598 (2.7737444639205933) | > loss_kl: 1.5806617736816406 (1.7253166033375649) | > loss_feat: 9.133872032165527 (8.219344938954999) | > loss_mel: 13.743597030639648 (13.127107743294006) | > loss_duration: 1.7052265405654907 (1.6687757142128483) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.88796043395996 (27.514289271446966) | > grad_norm_1: tensor(194.9418, device='cuda:0') (tensor(419.6465, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8439 (0.8486566889670587) | > loader_time: 0.0096 (0.009803102862450386)  --> TIME: 2025-05-11 00:58:29 -- STEP: 112/725 -- GLOBAL_STEP: 290300 | > loss_disc: 2.068918228149414 (2.2060931303671434) | > loss_disc_real_0: 0.13601066172122955 (0.13942566327750686) | > loss_disc_real_1: 0.19816619157791138 (0.1921126640268734) | > loss_disc_real_2: 0.19278855621814728 (0.18890649692288466) | > loss_disc_real_3: 0.17841199040412903 (0.20506785956344428) | > loss_disc_real_4: 0.1593785136938095 (0.19597735096301352) | > loss_disc_real_5: 0.18226857483386993 (0.20553012578082935) | > loss_0: 2.068918228149414 (2.2060931303671434) | > grad_norm_0: tensor(12.7373, device='cuda:0') (tensor(22.8730, device='cuda:0')) | > loss_gen: 2.8862552642822266 (2.765970434461321) | > loss_kl: 1.561999797821045 (1.7260548387254988) | > loss_feat: 8.741272926330566 (8.206388013703478) | > loss_mel: 12.813828468322754 (13.060654503958565) | > loss_duration: 1.6594325304031372 (1.673467024096421) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.66278839111328 (27.432534779821122) | > grad_norm_1: tensor(265.0688, device='cuda:0') (tensor(429.5028, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8448 (0.8508629181555339) | > loader_time: 0.0104 (0.009824354733739582)  --> TIME: 2025-05-11 00:59:12 -- STEP: 162/725 -- GLOBAL_STEP: 290350 | > loss_disc: 2.24916934967041 (2.2046371691020923) | > loss_disc_real_0: 0.15297284722328186 (0.13893350342541563) | > loss_disc_real_1: 0.2029540091753006 (0.191933258448118) | > loss_disc_real_2: 0.19651857018470764 (0.18902806578962897) | > loss_disc_real_3: 0.1645721197128296 (0.2041049558255406) | > loss_disc_real_4: 0.18433143198490143 (0.19648713609318677) | > loss_disc_real_5: 0.18936987221240997 (0.20479670985613332) | > loss_0: 2.24916934967041 (2.2046371691020923) | > grad_norm_0: tensor(18.3294, device='cuda:0') (tensor(23.2338, device='cuda:0')) | > loss_gen: 2.693173408508301 (2.770470430821548) | > loss_kl: 1.6762844324111938 (1.7162831344722227) | > loss_feat: 7.6226487159729 (8.223602312582505) | > loss_mel: 12.485995292663574 (13.055495750756911) | > loss_duration: 1.6349899768829346 (1.6736556688944502) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.11309051513672 (27.43950726073465) | > grad_norm_1: tensor(565.5967, device='cuda:0') (tensor(443.2715, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8244 (0.8494468500584732) | > loader_time: 0.0097 (0.009825228173055766)  --> TIME: 2025-05-11 00:59:55 -- STEP: 212/725 -- GLOBAL_STEP: 290400 | > loss_disc: 2.401654005050659 (2.209201841421847) | > loss_disc_real_0: 0.1747429519891739 (0.13958727856570807) | > loss_disc_real_1: 0.18820787966251373 (0.1918676383090469) | > loss_disc_real_2: 0.2008037269115448 (0.18916553378386317) | > loss_disc_real_3: 0.20780131220817566 (0.2047253358617143) | > loss_disc_real_4: 0.19924841821193695 (0.1963968871618217) | > loss_disc_real_5: 0.21467599272727966 (0.2061157119723985) | > loss_0: 2.401654005050659 (2.209201841421847) | > grad_norm_0: tensor(20.1895, device='cuda:0') (tensor(23.0197, device='cuda:0')) | > loss_gen: 2.604449510574341 (2.7635101822187322) | > loss_kl: 1.6930480003356934 (1.7207885811913686) | > loss_feat: 7.568699836730957 (8.211159467697142) | > loss_mel: 11.868291854858398 (12.998552403360042) | > loss_duration: 1.6790457963943481 (1.6728925142648088) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.413536071777344 (27.3669031700998) | > grad_norm_1: tensor(336.5205, device='cuda:0') (tensor(437.0471, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8524 (0.8505738602494294) | > loader_time: 0.0098 (0.009887134129146363)  --> TIME: 2025-05-11 01:00:38 -- STEP: 262/725 -- GLOBAL_STEP: 290450 | > loss_disc: 2.167614459991455 (2.2240387506157386) | > loss_disc_real_0: 0.1598505824804306 (0.14644858258143625) | > loss_disc_real_1: 0.19186349213123322 (0.19191516486515525) | > loss_disc_real_2: 0.1694813221693039 (0.18927246224106722) | > loss_disc_real_3: 0.1928618848323822 (0.20531702985745343) | > loss_disc_real_4: 0.1832117736339569 (0.19719335550570305) | > loss_disc_real_5: 0.23677420616149902 (0.20770514409505678) | > loss_0: 2.167614459991455 (2.2240387506157386) | > grad_norm_0: tensor(16.0470, device='cuda:0') (tensor(22.4067, device='cuda:0')) | > loss_gen: 2.8520689010620117 (2.756408812435529) | > loss_kl: 1.7917431592941284 (1.7196998527941811) | > loss_feat: 8.646427154541016 (8.20848525207461) | > loss_mel: 14.338193893432617 (12.990272485572874) | > loss_duration: 1.6759111881256104 (1.673320530480101) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.304344177246094 (27.348186907877448) | > grad_norm_1: tensor(293.2133, device='cuda:0') (tensor(421.1579, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.889 (0.8505541240895977) | > loader_time: 0.0106 (0.009901762008666994)  --> TIME: 2025-05-11 01:01:22 -- STEP: 312/725 -- GLOBAL_STEP: 290500 | > loss_disc: 2.1555731296539307 (2.220661848401413) | > loss_disc_real_0: 0.11014501005411148 (0.14623000176671214) | > loss_disc_real_1: 0.15643568336963654 (0.19131237951417762) | > loss_disc_real_2: 0.1722595989704132 (0.18890700627786997) | > loss_disc_real_3: 0.20124255120754242 (0.20507337621007204) | > loss_disc_real_4: 0.16618460416793823 (0.19658483550525618) | > loss_disc_real_5: 0.20335711538791656 (0.20741650194693834) | > loss_0: 2.1555731296539307 (2.220661848401413) | > grad_norm_0: tensor(13.1070, device='cuda:0') (tensor(20.6937, device='cuda:0')) | > loss_gen: 2.7469840049743652 (2.754218027377741) | > loss_kl: 1.6073269844055176 (1.709961554942986) | > loss_feat: 8.862722396850586 (8.23202901008801) | > loss_mel: 13.912683486938477 (13.035454777570866) | > loss_duration: 1.6805572509765625 (1.6730188742662087) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.810274124145508 (27.404682220556804) | > grad_norm_1: tensor(162.6634, device='cuda:0') (tensor(392.2731, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8303 (0.8501393909637748) | > loader_time: 0.0098 (0.009936427458738671)  --> TIME: 2025-05-11 01:02:05 -- STEP: 362/725 -- GLOBAL_STEP: 290550 | > loss_disc: 2.234640598297119 (2.2221752480907355) | > loss_disc_real_0: 0.16070722043514252 (0.14584482627925935) | > loss_disc_real_1: 0.19067150354385376 (0.19144658814312998) | > loss_disc_real_2: 0.19116541743278503 (0.1892080903876553) | > loss_disc_real_3: 0.2042958289384842 (0.20495778939671275) | > loss_disc_real_4: 0.20477019250392914 (0.19668807912597333) | > loss_disc_real_5: 0.20305439829826355 (0.20795479569151915) | > loss_0: 2.234640598297119 (2.2221752480907355) | > grad_norm_0: tensor(16.1749, device='cuda:0') (tensor(19.5159, device='cuda:0')) | > loss_gen: 2.7371408939361572 (2.7498176157145218) | > loss_kl: 1.7344449758529663 (1.7012727691982326) | > loss_feat: 8.267332077026367 (8.214237525318199) | > loss_mel: 12.89791202545166 (13.016320131101656) | > loss_duration: 1.6052217483520508 (1.6718125096342182) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.242050170898438 (27.353460496301814) | > grad_norm_1: tensor(416.6535, device='cuda:0') (tensor(369.4024, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8515 (0.8503349209358683) | > loader_time: 0.0097 (0.009917288853977264)  --> TIME: 2025-05-11 01:02:48 -- STEP: 412/725 -- GLOBAL_STEP: 290600 | > loss_disc: 2.179029703140259 (2.2185776890481583) | > loss_disc_real_0: 0.12132406234741211 (0.14477849476835083) | > loss_disc_real_1: 0.20060206949710846 (0.19114847296794638) | > loss_disc_real_2: 0.1896122395992279 (0.1890874033414045) | > loss_disc_real_3: 0.19981533288955688 (0.20492887091868128) | > loss_disc_real_4: 0.20080895721912384 (0.1965107328611091) | > loss_disc_real_5: 0.19939042627811432 (0.20731728809695799) | > loss_0: 2.179029703140259 (2.2185776890481583) | > grad_norm_0: tensor(10.5406, device='cuda:0') (tensor(19.3129, device='cuda:0')) | > loss_gen: 2.728233575820923 (2.7494798429961342) | > loss_kl: 1.8067269325256348 (1.7050707102979266) | > loss_feat: 8.49021053314209 (8.217061389997157) | > loss_mel: 13.337065696716309 (13.019290090764606) | > loss_duration: 1.6852385997772217 (1.672709179156035) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.047473907470703 (27.363611151871176) | > grad_norm_1: tensor(235.7196, device='cuda:0') (tensor(364.6519, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8575 (0.8502183753309901) | > loader_time: 0.0097 (0.009937577455946539)  --> TIME: 2025-05-11 01:03:31 -- STEP: 462/725 -- GLOBAL_STEP: 290650 | > loss_disc: 2.2115631103515625 (2.214824221608963) | > loss_disc_real_0: 0.15695640444755554 (0.143657780651535) | > loss_disc_real_1: 0.1819140613079071 (0.1908583482364555) | > loss_disc_real_2: 0.19058120250701904 (0.1889652035711132) | > loss_disc_real_3: 0.20763103663921356 (0.20464910124932528) | > loss_disc_real_4: 0.20488102734088898 (0.19593828984282227) | > loss_disc_real_5: 0.1891094446182251 (0.20735903000418757) | > loss_0: 2.2115631103515625 (2.214824221608963) | > grad_norm_0: tensor(36.4768, device='cuda:0') (tensor(19.3507, device='cuda:0')) | > loss_gen: 2.8145341873168945 (2.753350979321963) | > loss_kl: 2.0116219520568848 (1.7065911917459393) | > loss_feat: 7.663061141967773 (8.234816061985955) | > loss_mel: 11.981902122497559 (13.036950134095688) | > loss_duration: 1.7053050994873047 (1.6729170762615286) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.176424026489258 (27.404625397223935) | > grad_norm_1: tensor(443.8206, device='cuda:0') (tensor(364.7025, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.7916 (0.8494049589355273) | > loader_time: 0.0102 (0.009927243381351616)  --> TIME: 2025-05-11 01:04:15 -- STEP: 512/725 -- GLOBAL_STEP: 290700 | > loss_disc: 2.175832509994507 (2.2158809269312805) | > loss_disc_real_0: 0.10209031403064728 (0.14341096559655825) | > loss_disc_real_1: 0.15931959450244904 (0.19089112334768285) | > loss_disc_real_2: 0.18339021503925323 (0.18914083117851993) | > loss_disc_real_3: 0.19948670268058777 (0.2047577586781699) | > loss_disc_real_4: 0.20365336537361145 (0.1961615576583426) | > loss_disc_real_5: 0.2235671430826187 (0.20734421408269554) | > loss_0: 2.175832509994507 (2.2158809269312805) | > grad_norm_0: tensor(13.1197, device='cuda:0') (tensor(19.3707, device='cuda:0')) | > loss_gen: 2.7227416038513184 (2.752807265147567) | > loss_kl: 1.7284890413284302 (1.7096401806920762) | > loss_feat: 8.328347206115723 (8.22984294965863) | > loss_mel: 13.0633544921875 (13.039804402738806) | > loss_duration: 1.6301462650299072 (1.6736544757150114) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.47307777404785 (27.405749242752794) | > grad_norm_1: tensor(433.6441, device='cuda:0') (tensor(364.6225, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8449 (0.8504131096415224) | > loader_time: 0.0106 (0.009917831514030691)  --> TIME: 2025-05-11 01:04:58 -- STEP: 562/725 -- GLOBAL_STEP: 290750 | > loss_disc: 2.0411128997802734 (2.212832881674651) | > loss_disc_real_0: 0.11180014163255692 (0.14286884575339803) | > loss_disc_real_1: 0.1653103530406952 (0.19063534253538716) | > loss_disc_real_2: 0.1800025999546051 (0.18867348526932592) | > loss_disc_real_3: 0.2019282728433609 (0.20490761941756216) | > loss_disc_real_4: 0.21736396849155426 (0.1961388110690269) | > loss_disc_real_5: 0.198083758354187 (0.20690208397726148) | > loss_0: 2.0411128997802734 (2.212832881674651) | > grad_norm_0: tensor(22.1236, device='cuda:0') (tensor(19.7798, device='cuda:0')) | > loss_gen: 3.089146137237549 (2.7565439931014253) | > loss_kl: 1.844270944595337 (1.7158404972629608) | > loss_feat: 10.079643249511719 (8.24344265164005) | > loss_mel: 14.169812202453613 (13.055087364441132) | > loss_duration: 1.6381996870040894 (1.6736673371223374) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.82107162475586 (27.444581802205263) | > grad_norm_1: tensor(566.4866, device='cuda:0') (tensor(368.8177, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.885 (0.8498476599459124) | > loader_time: 0.0096 (0.009908278217519302)  --> TIME: 2025-05-11 01:05:41 -- STEP: 612/725 -- GLOBAL_STEP: 290800 | > loss_disc: 2.124983787536621 (2.2135656166310445) | > loss_disc_real_0: 0.13496215641498566 (0.14244979811114025) | > loss_disc_real_1: 0.18045000731945038 (0.19065064269732804) | > loss_disc_real_2: 0.18031227588653564 (0.18880272330411904) | > loss_disc_real_3: 0.22378741204738617 (0.20509374453351384) | > loss_disc_real_4: 0.20308366417884827 (0.19628889878201336) | > loss_disc_real_5: 0.18765969574451447 (0.2069196390365463) | > loss_0: 2.124983787536621 (2.2135656166310445) | > grad_norm_0: tensor(19.9334, device='cuda:0') (tensor(19.6153, device='cuda:0')) | > loss_gen: 2.9059901237487793 (2.754976973034978) | > loss_kl: 1.5741801261901855 (1.7183026157173449) | > loss_feat: 8.173175811767578 (8.234966794649758) | > loss_mel: 12.708197593688965 (13.028023831984573) | > loss_duration: 1.5976691246032715 (1.6734584692646484) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.95921516418457 (27.40972864861582) | > grad_norm_1: tensor(578.9456, device='cuda:0') (tensor(370.5075, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8107 (0.8498653231882581) | > loader_time: 0.0097 (0.009882870063283082)  --> TIME: 2025-05-11 01:06:24 -- STEP: 662/725 -- GLOBAL_STEP: 290850 | > loss_disc: 2.2492716312408447 (2.2131485778759656) | > loss_disc_real_0: 0.17113879323005676 (0.14177038399024303) | > loss_disc_real_1: 0.18481281399726868 (0.1907186822183543) | > loss_disc_real_2: 0.19677944481372833 (0.18888768054027202) | > loss_disc_real_3: 0.20397064089775085 (0.20511431006146333) | > loss_disc_real_4: 0.2171221524477005 (0.1964678647294866) | > loss_disc_real_5: 0.22231397032737732 (0.2071137341847952) | > loss_0: 2.2492716312408447 (2.2131485778759656) | > grad_norm_0: tensor(43.5299, device='cuda:0') (tensor(19.7684, device='cuda:0')) | > loss_gen: 2.662769317626953 (2.7567938929958298) | > loss_kl: 1.7353335618972778 (1.718173810722604) | > loss_feat: 7.616526126861572 (8.238846725567589) | > loss_mel: 11.692933082580566 (13.040284969295254) | > loss_duration: 1.6813545227050781 (1.6738254856487063) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.388916015625 (27.42792485919964) | > grad_norm_1: tensor(440.8826, device='cuda:0') (tensor(376.2596, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8734 (0.8493222462806816) | > loader_time: 0.0103 (0.009881293665606448)  --> TIME: 2025-05-11 01:07:07 -- STEP: 712/725 -- GLOBAL_STEP: 290900 | > loss_disc: 2.08200740814209 (2.212843868672183) | > loss_disc_real_0: 0.10958931595087051 (0.14184633691617254) | > loss_disc_real_1: 0.1760483980178833 (0.19060434578928392) | > loss_disc_real_2: 0.19735963642597198 (0.18885978587557753) | > loss_disc_real_3: 0.19486041367053986 (0.205098767545116) | > loss_disc_real_4: 0.2034427523612976 (0.19646481650598938) | > loss_disc_real_5: 0.22737722098827362 (0.20720699749719554) | > loss_0: 2.08200740814209 (2.212843868672183) | > grad_norm_0: tensor(29.6494, device='cuda:0') (tensor(20.0089, device='cuda:0')) | > loss_gen: 2.839061975479126 (2.756691246220235) | > loss_kl: 1.7164219617843628 (1.721242135997568) | > loss_feat: 9.223211288452148 (8.243156726440686) | > loss_mel: 13.773881912231445 (13.04360968879099) | > loss_duration: 1.654775857925415 (1.673514179466816) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.207353591918945 (27.438213961847712) | > grad_norm_1: tensor(530.4234, device='cuda:0') (tensor(380.7866, device='cuda:0')) | > current_lr_0: 0.0001917494809849826 | > current_lr_1: 0.0001917494809849826 | > step_time: 0.8302 (0.8493620033344526) | > loader_time: 0.0096 (0.009894792953234033)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.080744981765747 (2.080744981765747) | > loss_disc_real_0: 0.13480231165885925 (0.13480231165885925) | > loss_disc_real_1: 0.1652354747056961 (0.1652354747056961) | > loss_disc_real_2: 0.16235066950321198 (0.16235066950321198) | > loss_disc_real_3: 0.1875716894865036 (0.1875716894865036) | > loss_disc_real_4: 0.22063878178596497 (0.22063878178596497) | > loss_disc_real_5: 0.2546800971031189 (0.2546800971031189) | > loss_0: 2.080744981765747 (2.080744981765747) | > loss_gen: 2.9163265228271484 (2.9163265228271484) | > loss_kl: 2.029979944229126 (2.029979944229126) | > loss_feat: 9.29538631439209 (9.29538631439209) | > loss_mel: 14.319925308227539 (14.319925308227539) | > loss_duration: 1.7084417343139648 (1.7084417343139648) | > loss_1: 30.270057678222656 (30.270057678222656)  --> STEP: 1 | > loss_disc: 2.123464584350586 (2.123464584350586) | > loss_disc_real_0: 0.14680378139019012 (0.14680378139019012) | > loss_disc_real_1: 0.16227670013904572 (0.16227670013904572) | > loss_disc_real_2: 0.16402317583560944 (0.16402317583560944) | > loss_disc_real_3: 0.2083895355463028 (0.2083895355463028) | > loss_disc_real_4: 0.22483843564987183 (0.22483843564987183) | > loss_disc_real_5: 0.22209560871124268 (0.22209560871124268) | > loss_0: 2.123464584350586 (2.123464584350586) | > loss_gen: 2.891766309738159 (2.891766309738159) | > loss_kl: 2.2329742908477783 (2.2329742908477783) | > loss_feat: 9.381609916687012 (9.381609916687012) | > loss_mel: 14.042177200317383 (14.042177200317383) | > loss_duration: 1.8109216690063477 (1.8109216690063477) | > loss_1: 30.359447479248047 (30.359447479248047)  --> STEP: 2 | > loss_disc: 2.1453514099121094 (2.1344079971313477) | > loss_disc_real_0: 0.14113254845142365 (0.14396816492080688) | > loss_disc_real_1: 0.16044625639915466 (0.1613614782691002) | > loss_disc_real_2: 0.16726773977279663 (0.16564545780420303) | > loss_disc_real_3: 0.18895377218723297 (0.19867165386676788) | > loss_disc_real_4: 0.22849057614803314 (0.22666450589895248) | > loss_disc_real_5: 0.22443053126335144 (0.22326306998729706) | > loss_0: 2.1453514099121094 (2.1344079971313477) | > loss_gen: 2.738588333129883 (2.815177321434021) | > loss_kl: 2.109837532043457 (2.1714059114456177) | > loss_feat: 8.848130226135254 (9.114870071411133) | > loss_mel: 14.155747413635254 (14.098962306976318) | > loss_duration: 1.8555407524108887 (1.8332312107086182) | > loss_1: 29.70784568786621 (30.03364658355713)  --> STEP: 3 | > loss_disc: 2.17972469329834 (2.149513562520345) | > loss_disc_real_0: 0.14048674702644348 (0.14280769228935242) | > loss_disc_real_1: 0.18113060295581818 (0.1679511864980062) | > loss_disc_real_2: 0.17218324542045593 (0.167824720342954) | > loss_disc_real_3: 0.21710433065891266 (0.20481587946414948) | > loss_disc_real_4: 0.24933962523937225 (0.23422287901242575) | > loss_disc_real_5: 0.22628943622112274 (0.2242718587319056) | > loss_0: 2.17972469329834 (2.149513562520345) | > loss_gen: 2.806002616882324 (2.8121190865834556) | > loss_kl: 2.0989596843719482 (2.147257169087728) | > loss_feat: 9.055001258850098 (9.094913800557455) | > loss_mel: 14.350577354431152 (14.182833989461264) | > loss_duration: 1.8307974338531494 (1.8324199517567952) | > loss_1: 30.141340255737305 (30.069544474283855)  --> STEP: 4 | > loss_disc: 2.3005363941192627 (2.1872692704200745) | > loss_disc_real_0: 0.16770993173122406 (0.14903325214982033) | > loss_disc_real_1: 0.1895032525062561 (0.17333920300006866) | > loss_disc_real_2: 0.17047256231307983 (0.16848668083548546) | > loss_disc_real_3: 0.2098054438829422 (0.20606327056884766) | > loss_disc_real_4: 0.20438745617866516 (0.2267640233039856) | > loss_disc_real_5: 0.27167782187461853 (0.23612334951758385) | > loss_0: 2.3005363941192627 (2.1872692704200745) | > loss_gen: 2.5626046657562256 (2.749740481376648) | > loss_kl: 1.9765883684158325 (2.104589968919754) | > loss_feat: 6.968449592590332 (8.563297748565674) | > loss_mel: 12.265737533569336 (13.703559875488281) | > loss_duration: 1.7661209106445312 (1.8158451914787292) | > loss_1: 25.539501190185547 (28.937033653259277) --> EVAL PERFORMANCE | > avg_loader_time: 0.2795809507369995 (-0.004320919513702393) | > avg_loss_disc: 2.1872692704200745 (-0.11576318740844727) | > avg_loss_disc_real_0: 0.14903325214982033 (+0.02789389155805111) | > avg_loss_disc_real_1: 0.17333920300006866 (+0.009926404803991318) | > avg_loss_disc_real_2: 0.16848668083548546 (-0.00922328233718872) | > avg_loss_disc_real_3: 0.20606327056884766 (-0.006929162889719009) | > avg_loss_disc_real_4: 0.2267640233039856 (-0.059625931084156036) | > avg_loss_disc_real_5: 0.23612334951758385 (-0.01663343608379364) | > avg_loss_0: 2.1872692704200745 (-0.11576318740844727) | > avg_loss_gen: 2.749740481376648 (+0.23554861545562744) | > avg_loss_kl: 2.104589968919754 (+0.12283903360366821) | > avg_loss_feat: 8.563297748565674 (+0.15792441368103027) | > avg_loss_mel: 13.703559875488281 (-0.5818617343902588) | > avg_loss_duration: 1.8158451914787292 (-0.004858523607254028) | > avg_loss_1: 28.937033653259277 (-0.07040691375732422)  > EPOCH: 338/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 01:07:24)   --> TIME: 2025-05-11 01:07:59 -- STEP: 37/725 -- GLOBAL_STEP: 290950 | > loss_disc: 2.289262533187866 (2.196616166346782) | > loss_disc_real_0: 0.11397986859083176 (0.13248365815426852) | > loss_disc_real_1: 0.2087174504995346 (0.1889481242444064) | > loss_disc_real_2: 0.1953551471233368 (0.188395054759206) | > loss_disc_real_3: 0.20719198882579803 (0.20604263044692375) | > loss_disc_real_4: 0.21177633106708527 (0.19806537394588059) | > loss_disc_real_5: 0.2194267064332962 (0.20715220312814456) | > loss_0: 2.289262533187866 (2.196616166346782) | > grad_norm_0: tensor(18.9688, device='cuda:0') (tensor(25.9518, device='cuda:0')) | > loss_gen: 2.7834386825561523 (2.822374137672218) | > loss_kl: 1.7992441654205322 (1.737011287663434) | > loss_feat: 7.502682209014893 (8.465362845240412) | > loss_mel: 11.860461235046387 (13.251254545675742) | > loss_duration: 1.6929277181625366 (1.6696326764854226) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.638755798339844 (27.945635615168392) | > grad_norm_1: tensor(541.2388, device='cuda:0') (tensor(446.9527, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8429 (0.8625895654832995) | > loader_time: 0.0117 (0.010330735026179132)  --> TIME: 2025-05-11 01:08:42 -- STEP: 87/725 -- GLOBAL_STEP: 291000 | > loss_disc: 2.1836111545562744 (2.2062903491930035) | > loss_disc_real_0: 0.12062522768974304 (0.1380453829964002) | > loss_disc_real_1: 0.1591416746377945 (0.19046646990310187) | > loss_disc_real_2: 0.17616009712219238 (0.1878018255891471) | > loss_disc_real_3: 0.1756824105978012 (0.20628705175443626) | > loss_disc_real_4: 0.22781391441822052 (0.19559009852765616) | > loss_disc_real_5: 0.23624370992183685 (0.20725636218471089) | > loss_0: 2.1836111545562744 (2.2062903491930035) | > grad_norm_0: tensor(24.2680, device='cuda:0') (tensor(23.5727, device='cuda:0')) | > loss_gen: 2.816260576248169 (2.7722408607088282) | > loss_kl: 1.6758143901824951 (1.7407090129523441) | > loss_feat: 8.801618576049805 (8.252235938762798) | > loss_mel: 13.513871192932129 (13.04302236403542) | > loss_duration: 1.640787124633789 (1.6711632575111828) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.448352813720703 (27.47937149837099) | > grad_norm_1: tensor(304.0424, device='cuda:0') (tensor(416.2770, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.828 (0.8573301715412359) | > loader_time: 0.0093 (0.010224479368363303) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_291000.pth  --> TIME: 2025-05-11 01:09:28 -- STEP: 137/725 -- GLOBAL_STEP: 291050 | > loss_disc: 2.0925822257995605 (2.194178736122856) | > loss_disc_real_0: 0.09028971940279007 (0.1367127790938328) | > loss_disc_real_1: 0.17100439965724945 (0.18903596514332904) | > loss_disc_real_2: 0.1517382711172104 (0.18641885364577718) | > loss_disc_real_3: 0.20062081515789032 (0.20552297469473232) | > loss_disc_real_4: 0.17139816284179688 (0.19546182714674593) | > loss_disc_real_5: 0.20224454998970032 (0.20625629488134037) | > loss_0: 2.0925822257995605 (2.194178736122856) | > grad_norm_0: tensor(18.9416, device='cuda:0') (tensor(22.1119, device='cuda:0')) | > loss_gen: 3.032313108444214 (2.78370671724751) | > loss_kl: 1.8892828226089478 (1.741276936809512) | > loss_feat: 9.322822570800781 (8.35861197005223) | > loss_mel: 13.788749694824219 (13.146939054892881) | > loss_duration: 1.6789720058441162 (1.6724409439267904) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.712139129638672 (27.702975558538505) | > grad_norm_1: tensor(116.5330, device='cuda:0') (tensor(411.1978, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8321 (0.8566152788426754) | > loader_time: 0.0087 (0.01023329783530131)  --> TIME: 2025-05-11 01:10:11 -- STEP: 187/725 -- GLOBAL_STEP: 291100 | > loss_disc: 2.2617173194885254 (2.196646881613501) | > loss_disc_real_0: 0.14149357378482819 (0.13722491160752293) | > loss_disc_real_1: 0.18966363370418549 (0.18957465687856315) | > loss_disc_real_2: 0.17205286026000977 (0.18672663897754033) | > loss_disc_real_3: 0.1949494183063507 (0.20580354619791164) | > loss_disc_real_4: 0.1816892921924591 (0.19554347110623344) | > loss_disc_real_5: 0.20153464376926422 (0.20631919068129942) | > loss_0: 2.2617173194885254 (2.196646881613501) | > grad_norm_0: tensor(20.3772, device='cuda:0') (tensor(22.0618, device='cuda:0')) | > loss_gen: 2.539635181427002 (2.7784146421095897) | > loss_kl: 1.8618524074554443 (1.7393526750452377) | > loss_feat: 7.493669509887695 (8.324977846706613) | > loss_mel: 11.774956703186035 (13.125105291764369) | > loss_duration: 1.6840927600860596 (1.6734275072016187) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.354206085205078 (27.641277955815113) | > grad_norm_1: tensor(591.5969, device='cuda:0') (tensor(422.6422, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8652 (0.8548796393654563) | > loader_time: 0.0104 (0.010325393574760559)  --> TIME: 2025-05-11 01:10:55 -- STEP: 237/725 -- GLOBAL_STEP: 291150 | > loss_disc: 2.0720443725585938 (2.201027664957165) | > loss_disc_real_0: 0.20247548818588257 (0.13804907244846285) | > loss_disc_real_1: 0.18916790187358856 (0.19016081698333157) | > loss_disc_real_2: 0.16932855546474457 (0.18741566602942306) | > loss_disc_real_3: 0.18844041228294373 (0.20530318912071518) | > loss_disc_real_4: 0.20276999473571777 (0.19605442661524825) | > loss_disc_real_5: 0.2111278921365738 (0.2069940880129609) | > loss_0: 2.0720443725585938 (2.201027664957165) | > grad_norm_0: tensor(36.2215, device='cuda:0') (tensor(22.3235, device='cuda:0')) | > loss_gen: 3.01415753364563 (2.7795594623823203) | > loss_kl: 2.0152671337127686 (1.73733350697449) | > loss_feat: 10.426132202148438 (8.310786019900679) | > loss_mel: 15.612876892089844 (13.107995109719065) | > loss_duration: 1.666925311088562 (1.6736734652821026) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.73535919189453 (27.609347564761645) | > grad_norm_1: tensor(640.0035, device='cuda:0') (tensor(420.9653, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8224 (0.8548010683260889) | > loader_time: 0.0098 (0.01030611991882324)  --> TIME: 2025-05-11 01:11:37 -- STEP: 287/725 -- GLOBAL_STEP: 291200 | > loss_disc: 2.0112528800964355 (2.1993542747630457) | > loss_disc_real_0: 0.09167356044054031 (0.1374763067331463) | > loss_disc_real_1: 0.17619864642620087 (0.1903884397878049) | > loss_disc_real_2: 0.17805196344852448 (0.18790810578583836) | > loss_disc_real_3: 0.19293196499347687 (0.20543120604151216) | > loss_disc_real_4: 0.16031204164028168 (0.1953221858066964) | > loss_disc_real_5: 0.16404388844966888 (0.2061816097759619) | > loss_0: 2.0112528800964355 (2.1993542747630457) | > grad_norm_0: tensor(9.3429, device='cuda:0') (tensor(22.4625, device='cuda:0')) | > loss_gen: 3.0698084831237793 (2.7807883136363816) | > loss_kl: 1.765446424484253 (1.7332784664340133) | > loss_feat: 10.709726333618164 (8.337453634481397) | > loss_mel: 15.566916465759277 (13.1595224852346) | > loss_duration: 1.6754908561706543 (1.6737583933807005) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.78738784790039 (27.68480124789247) | > grad_norm_1: tensor(563.1199, device='cuda:0') (tensor(422.7745, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8144 (0.8527952046344505) | > loader_time: 0.01 (0.010325118639743284)  --> TIME: 2025-05-11 01:12:21 -- STEP: 337/725 -- GLOBAL_STEP: 291250 | > loss_disc: 2.1845157146453857 (2.2021117005220843) | > loss_disc_real_0: 0.15544353425502777 (0.13772760106123508) | > loss_disc_real_1: 0.19291341304779053 (0.1905269437533105) | > loss_disc_real_2: 0.20114046335220337 (0.18823931324198964) | > loss_disc_real_3: 0.20118021965026855 (0.20543963309565347) | > loss_disc_real_4: 0.16839322447776794 (0.19569214466594456) | > loss_disc_real_5: 0.22585459053516388 (0.2064196041588967) | > loss_0: 2.1845157146453857 (2.2021117005220843) | > grad_norm_0: tensor(23.5297, device='cuda:0') (tensor(22.1525, device='cuda:0')) | > loss_gen: 2.8079047203063965 (2.7761782206130667) | > loss_kl: 1.610545039176941 (1.7288059647076204) | > loss_feat: 8.247647285461426 (8.313270952298305) | > loss_mel: 13.82862377166748 (13.130328591570303) | > loss_duration: 1.6590160131454468 (1.6730632523754585) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.153738021850586 (27.621646977319905) | > grad_norm_1: tensor(370.4402, device='cuda:0') (tensor(416.8055, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.891 (0.8530753090402846) | > loader_time: 0.0103 (0.010421984981004842)  --> TIME: 2025-05-11 01:13:04 -- STEP: 387/725 -- GLOBAL_STEP: 291300 | > loss_disc: 2.2797982692718506 (2.2039708148601442) | > loss_disc_real_0: 0.11169306188821793 (0.1377446718841252) | > loss_disc_real_1: 0.19738520681858063 (0.19068523517566757) | > loss_disc_real_2: 0.21807613968849182 (0.18828038717271123) | > loss_disc_real_3: 0.20391105115413666 (0.20573805468951079) | > loss_disc_real_4: 0.2251642346382141 (0.19576308104264958) | > loss_disc_real_5: 0.23160366714000702 (0.2067570686725375) | > loss_0: 2.2797982692718506 (2.2039708148601442) | > grad_norm_0: tensor(20.9779, device='cuda:0') (tensor(22.2375, device='cuda:0')) | > loss_gen: 2.7415809631347656 (2.773256217478474) | > loss_kl: 1.5432929992675781 (1.7285700515875209) | > loss_feat: 7.9881157875061035 (8.295921601682354) | > loss_mel: 12.278242111206055 (13.114972311704966) | > loss_duration: 1.7562634944915771 (1.6732293496760287) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.3074951171875 (27.585949520732072) | > grad_norm_1: tensor(527.5007, device='cuda:0') (tensor(420.2042, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8504 (0.8524320655398898) | > loader_time: 0.0119 (0.010475804947451402)  --> TIME: 2025-05-11 01:13:47 -- STEP: 437/725 -- GLOBAL_STEP: 291350 | > loss_disc: 2.1886022090911865 (2.2047636950861653) | > loss_disc_real_0: 0.1065889373421669 (0.13789705268919333) | > loss_disc_real_1: 0.15986190736293793 (0.1906045370775721) | > loss_disc_real_2: 0.20006747543811798 (0.18828924873191644) | > loss_disc_real_3: 0.25508227944374084 (0.20580209532509672) | > loss_disc_real_4: 0.20905989408493042 (0.19583773895995846) | > loss_disc_real_5: 0.24047540128231049 (0.20682744194222805) | > loss_0: 2.1886022090911865 (2.2047636950861653) | > grad_norm_0: tensor(11.0879, device='cuda:0') (tensor(22.2021, device='cuda:0')) | > loss_gen: 2.842085123062134 (2.7736773927369978) | > loss_kl: 1.6844463348388672 (1.7249590243027464) | > loss_feat: 8.696139335632324 (8.292564165128436) | > loss_mel: 13.580360412597656 (13.089893611672268) | > loss_duration: 1.6369565725326538 (1.6730719832042809) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.439987182617188 (27.554166174044045) | > grad_norm_1: tensor(514.8436, device='cuda:0') (tensor(421.6232, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8975 (0.8521288750646316) | > loader_time: 0.0107 (0.010501766095717922)  --> TIME: 2025-05-11 01:14:32 -- STEP: 487/725 -- GLOBAL_STEP: 291400 | > loss_disc: 2.1350045204162598 (2.204592243601896) | > loss_disc_real_0: 0.14716285467147827 (0.13791435054317883) | > loss_disc_real_1: 0.17223002016544342 (0.19069356757390188) | > loss_disc_real_2: 0.15829485654830933 (0.1881688512877027) | > loss_disc_real_3: 0.18797080218791962 (0.20531992843753252) | > loss_disc_real_4: 0.2005041241645813 (0.1959616069431423) | > loss_disc_real_5: 0.19604100286960602 (0.20677844415087965) | > loss_0: 2.1350045204162598 (2.204592243601896) | > grad_norm_0: tensor(19.2129, device='cuda:0') (tensor(22.2207, device='cuda:0')) | > loss_gen: 2.782310724258423 (2.7712979811172955) | > loss_kl: 1.7393405437469482 (1.7205349361137685) | > loss_feat: 8.801156044006348 (8.27752135862314) | > loss_mel: 14.22065544128418 (13.07217726227684) | > loss_duration: 1.6689093112945557 (1.6736353569696572) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.212371826171875 (27.515166887757218) | > grad_norm_1: tensor(167.7986, device='cuda:0') (tensor(420.5564, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8354 (0.8538371248656474) | > loader_time: 0.0092 (0.010548196534111752)  --> TIME: 2025-05-11 01:15:16 -- STEP: 537/725 -- GLOBAL_STEP: 291450 | > loss_disc: 2.2977054119110107 (2.205372291792258) | > loss_disc_real_0: 0.24465051293373108 (0.13832243110159034) | > loss_disc_real_1: 0.19058765470981598 (0.19070993907735784) | > loss_disc_real_2: 0.19759677350521088 (0.18827259818046888) | > loss_disc_real_3: 0.2422318309545517 (0.20529967710181535) | > loss_disc_real_4: 0.20320458710193634 (0.19600497005816064) | > loss_disc_real_5: 0.2578679323196411 (0.20699956591346855) | > loss_0: 2.2977054119110107 (2.205372291792258) | > grad_norm_0: tensor(34.8029, device='cuda:0') (tensor(22.3486, device='cuda:0')) | > loss_gen: 2.6298913955688477 (2.7729841250947063) | > loss_kl: 1.7038823366165161 (1.7237954892259733) | > loss_feat: 7.047575950622559 (8.276188039690856) | > loss_mel: 12.21833610534668 (13.07610827540108) | > loss_duration: 1.6950204372406006 (1.6742241964215896) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.294706344604492 (27.523300117620536) | > grad_norm_1: tensor(469.4047, device='cuda:0') (tensor(420.5315, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8593 (0.854601938187299) | > loader_time: 0.0121 (0.010638694745424289)  --> TIME: 2025-05-11 01:15:59 -- STEP: 587/725 -- GLOBAL_STEP: 291500 | > loss_disc: 2.2800936698913574 (2.208214317919649) | > loss_disc_real_0: 0.13503974676132202 (0.13862469321469034) | > loss_disc_real_1: 0.182367205619812 (0.1908347457139618) | > loss_disc_real_2: 0.18400101363658905 (0.1883516675162762) | > loss_disc_real_3: 0.18436604738235474 (0.205507011186122) | > loss_disc_real_4: 0.22679327428340912 (0.1961360016307799) | > loss_disc_real_5: 0.2380732297897339 (0.20704659768832398) | > loss_0: 2.2800936698913574 (2.208214317919649) | > grad_norm_0: tensor(19.0827, device='cuda:0') (tensor(22.5723, device='cuda:0')) | > loss_gen: 2.7745299339294434 (2.7703259637043045) | > loss_kl: 1.577714443206787 (1.7188858193880046) | > loss_feat: 7.861786365509033 (8.266720323383902) | > loss_mel: 12.806526184082031 (13.079285782484215) | > loss_duration: 1.6504348516464233 (1.6738965545846014) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.670991897583008 (27.50911443278168) | > grad_norm_1: tensor(473.2282, device='cuda:0') (tensor(421.6584, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8751 (0.8548633471461332) | > loader_time: 0.0116 (0.010721908923511398)  --> TIME: 2025-05-11 01:16:43 -- STEP: 637/725 -- GLOBAL_STEP: 291550 | > loss_disc: 2.134368658065796 (2.2073725725829667) | > loss_disc_real_0: 0.11031948029994965 (0.13828351939304664) | > loss_disc_real_1: 0.20170898735523224 (0.19087280391523942) | > loss_disc_real_2: 0.15982140600681305 (0.188358553233476) | > loss_disc_real_3: 0.20161965489387512 (0.2054745479365532) | > loss_disc_real_4: 0.18075324594974518 (0.19594857906060095) | > loss_disc_real_5: 0.22608178853988647 (0.20723924117990342) | > loss_0: 2.134368658065796 (2.2073725725829667) | > grad_norm_0: tensor(26.4007, device='cuda:0') (tensor(22.5111, device='cuda:0')) | > loss_gen: 2.9033749103546143 (2.771116812899123) | > loss_kl: 1.78421950340271 (1.7196128516219662) | > loss_feat: 8.469537734985352 (8.270111179800939) | > loss_mel: 13.910160064697266 (13.105976666161547) | > loss_duration: 1.6485328674316406 (1.6737746705814298) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.7158260345459 (27.540592178632178) | > grad_norm_1: tensor(415.6800, device='cuda:0') (tensor(422.9454, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8445 (0.8548741913290937) | > loader_time: 0.0107 (0.01077220840394216)  --> TIME: 2025-05-11 01:17:26 -- STEP: 687/725 -- GLOBAL_STEP: 291600 | > loss_disc: 2.2797811031341553 (2.208594113631712) | > loss_disc_real_0: 0.1850665807723999 (0.13842495047152462) | > loss_disc_real_1: 0.18541310727596283 (0.19079965851886468) | > loss_disc_real_2: 0.20301948487758636 (0.18829931939099379) | > loss_disc_real_3: 0.2183355689048767 (0.20562087595896594) | > loss_disc_real_4: 0.18478061258792877 (0.19605966712710113) | > loss_disc_real_5: 0.17511145770549774 (0.20759481824988707) | > loss_0: 2.2797811031341553 (2.208594113631712) | > grad_norm_0: tensor(26.2825, device='cuda:0') (tensor(22.4335, device='cuda:0')) | > loss_gen: 2.6499571800231934 (2.7678436740170045) | > loss_kl: 1.6802630424499512 (1.7182671648966694) | > loss_feat: 7.58201265335083 (8.257028113286042) | > loss_mel: 11.571403503417969 (13.103643117513194) | > loss_duration: 1.6873598098754883 (1.6738670635778672) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.170997619628906 (27.520649142313907) | > grad_norm_1: tensor(258.0883, device='cuda:0') (tensor(423.3684, device='cuda:0')) | > current_lr_0: 0.00019172551229985947 | > current_lr_1: 0.00019172551229985947 | > step_time: 0.8866 (0.8543189724112876) | > loader_time: 0.0117 (0.010814937788673184)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.196251392364502 (2.196251392364502) | > loss_disc_real_0: 0.17365401983261108 (0.17365401983261108) | > loss_disc_real_1: 0.1852031946182251 (0.1852031946182251) | > loss_disc_real_2: 0.191305473446846 (0.191305473446846) | > loss_disc_real_3: 0.2285376936197281 (0.2285376936197281) | > loss_disc_real_4: 0.2691313922405243 (0.2691313922405243) | > loss_disc_real_5: 0.3108648955821991 (0.3108648955821991) | > loss_0: 2.196251392364502 (2.196251392364502) | > loss_gen: 3.3567254543304443 (3.3567254543304443) | > loss_kl: 2.1875197887420654 (2.1875197887420654) | > loss_feat: 9.267705917358398 (9.267705917358398) | > loss_mel: 15.247690200805664 (15.247690200805664) | > loss_duration: 1.711406946182251 (1.711406946182251) | > loss_1: 31.771047592163086 (31.771047592163086)  --> STEP: 1 | > loss_disc: 2.2509448528289795 (2.2509448528289795) | > loss_disc_real_0: 0.20430690050125122 (0.20430690050125122) | > loss_disc_real_1: 0.19159337878227234 (0.19159337878227234) | > loss_disc_real_2: 0.19693060219287872 (0.19693060219287872) | > loss_disc_real_3: 0.2362668663263321 (0.2362668663263321) | > loss_disc_real_4: 0.2515638768672943 (0.2515638768672943) | > loss_disc_real_5: 0.2688874304294586 (0.2688874304294586) | > loss_0: 2.2509448528289795 (2.2509448528289795) | > loss_gen: 3.2341132164001465 (3.2341132164001465) | > loss_kl: 2.2122669219970703 (2.2122669219970703) | > loss_feat: 8.758800506591797 (8.758800506591797) | > loss_mel: 13.79745864868164 (13.79745864868164) | > loss_duration: 1.841170310974121 (1.841170310974121) | > loss_1: 29.84381103515625 (29.84381103515625)  --> STEP: 2 | > loss_disc: 2.258197069168091 (2.254570960998535) | > loss_disc_real_0: 0.18493854999542236 (0.1946227252483368) | > loss_disc_real_1: 0.18934281170368195 (0.19046809524297714) | > loss_disc_real_2: 0.19814714789390564 (0.19753887504339218) | > loss_disc_real_3: 0.22515138983726501 (0.23070912808179855) | > loss_disc_real_4: 0.27719035744667053 (0.2643771171569824) | > loss_disc_real_5: 0.2884017527103424 (0.2786445915699005) | > loss_0: 2.258197069168091 (2.254570960998535) | > loss_gen: 3.122934103012085 (3.1785236597061157) | > loss_kl: 2.0461344718933105 (2.1292006969451904) | > loss_feat: 7.805337429046631 (8.282068967819214) | > loss_mel: 13.102275848388672 (13.449867248535156) | > loss_duration: 1.8746485710144043 (1.8579094409942627) | > loss_1: 27.951330184936523 (28.897570610046387)  --> STEP: 3 | > loss_disc: 2.315746307373047 (2.2749627431233725) | > loss_disc_real_0: 0.21679864823818207 (0.20201469957828522) | > loss_disc_real_1: 0.2126421183347702 (0.19785943627357483) | > loss_disc_real_2: 0.1965959668159485 (0.19722457230091095) | > loss_disc_real_3: 0.23135972023010254 (0.23092599213123322) | > loss_disc_real_4: 0.27644190192222595 (0.2683987120787303) | > loss_disc_real_5: 0.2889147698879242 (0.2820679843425751) | > loss_0: 2.315746307373047 (2.2749627431233725) | > loss_gen: 3.095341444015503 (3.1507962544759116) | > loss_kl: 1.9746688604354858 (2.077690084775289) | > loss_feat: 7.10206937789917 (7.888735771179199) | > loss_mel: 12.134294509887695 (13.011343002319336) | > loss_duration: 1.830796718597412 (1.8488718668619792) | > loss_1: 26.137170791625977 (27.977437337239582)  --> STEP: 4 | > loss_disc: 2.4739809036254883 (2.3247172832489014) | > loss_disc_real_0: 0.23497286438941956 (0.2102542407810688) | > loss_disc_real_1: 0.21633203327655792 (0.2024775855243206) | > loss_disc_real_2: 0.21487261354923248 (0.20163658261299133) | > loss_disc_real_3: 0.24273258447647095 (0.23387764021754265) | > loss_disc_real_4: 0.2674882709980011 (0.268171101808548) | > loss_disc_real_5: 0.3134016692638397 (0.28990140557289124) | > loss_0: 2.4739809036254883 (2.3247172832489014) | > loss_gen: 2.812655448913574 (3.066261053085327) | > loss_kl: 1.9838324785232544 (2.0542256832122803) | > loss_feat: 6.168119430541992 (7.4585816860198975) | > loss_mel: 10.406545639038086 (12.360143661499023) | > loss_duration: 1.7719117403030396 (1.8296318352222443) | > loss_1: 23.14306640625 (26.768844604492188) --> EVAL PERFORMANCE | > avg_loader_time: 0.28462928533554077 (+0.00504833459854126) | > avg_loss_disc: 2.3247172832489014 (+0.1374480128288269) | > avg_loss_disc_real_0: 0.2102542407810688 (+0.061220988631248474) | > avg_loss_disc_real_1: 0.2024775855243206 (+0.029138382524251938) | > avg_loss_disc_real_2: 0.20163658261299133 (+0.033149901777505875) | > avg_loss_disc_real_3: 0.23387764021754265 (+0.027814369648694992) | > avg_loss_disc_real_4: 0.268171101808548 (+0.04140707850456238) | > avg_loss_disc_real_5: 0.28990140557289124 (+0.05377805605530739) | > avg_loss_0: 2.3247172832489014 (+0.1374480128288269) | > avg_loss_gen: 3.066261053085327 (+0.3165205717086792) | > avg_loss_kl: 2.0542256832122803 (-0.050364285707473755) | > avg_loss_feat: 7.4585816860198975 (-1.1047160625457764) | > avg_loss_mel: 12.360143661499023 (-1.3434162139892578) | > avg_loss_duration: 1.8296318352222443 (+0.013786643743515015) | > avg_loss_1: 26.768844604492188 (-2.16818904876709)  > EPOCH: 339/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 01:18:06)   --> TIME: 2025-05-11 01:18:18 -- STEP: 12/725 -- GLOBAL_STEP: 291650 | > loss_disc: 2.17275071144104 (2.209658225377401) | > loss_disc_real_0: 0.10637125372886658 (0.13102500389019647) | > loss_disc_real_1: 0.20429584383964539 (0.1930791139602661) | > loss_disc_real_2: 0.22738341987133026 (0.18928293883800507) | > loss_disc_real_3: 0.21628831326961517 (0.2063752623895804) | > loss_disc_real_4: 0.18420390784740448 (0.20353162537018457) | > loss_disc_real_5: 0.18672750890254974 (0.2004026137292385) | > loss_0: 2.17275071144104 (2.209658225377401) | > grad_norm_0: tensor(22.8203, device='cuda:0') (tensor(23.5961, device='cuda:0')) | > loss_gen: 2.9318196773529053 (2.7708043456077576) | > loss_kl: 1.7542802095413208 (1.752616713444392) | > loss_feat: 9.5215482711792 (8.332996567090351) | > loss_mel: 14.16048812866211 (13.276429653167725) | > loss_duration: 1.6758490800857544 (1.677245040734609) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.043987274169922 (27.810092449188232) | > grad_norm_1: tensor(694.8729, device='cuda:0') (tensor(489.7016, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8483 (0.835144062836965) | > loader_time: 0.0093 (0.010412236054738363)  --> TIME: 2025-05-11 01:19:01 -- STEP: 62/725 -- GLOBAL_STEP: 291700 | > loss_disc: 2.1387364864349365 (2.2092755475351886) | > loss_disc_real_0: 0.10919789224863052 (0.1360653474205925) | > loss_disc_real_1: 0.17229107022285461 (0.19149425121084337) | > loss_disc_real_2: 0.20274367928504944 (0.18767084061138092) | > loss_disc_real_3: 0.19285716116428375 (0.20549324947980144) | > loss_disc_real_4: 0.1599670797586441 (0.1968582671496176) | > loss_disc_real_5: 0.18551206588745117 (0.20673187774035237) | > loss_0: 2.1387364864349365 (2.2092755475351886) | > grad_norm_0: tensor(18.3298, device='cuda:0') (tensor(21.7252, device='cuda:0')) | > loss_gen: 2.8114266395568848 (2.7460250546855307) | > loss_kl: 1.750885009765625 (1.7227852748286339) | > loss_feat: 9.21820068359375 (8.313060337497348) | > loss_mel: 14.030982971191406 (13.155624574230563) | > loss_duration: 1.7094815969467163 (1.6695526319165384) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.520977020263672 (27.607047973140592) | > grad_norm_1: tensor(121.1814, device='cuda:0') (tensor(424.7150, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.854 (0.8506962945384364) | > loader_time: 0.0095 (0.010036741533587055)  --> TIME: 2025-05-11 01:19:45 -- STEP: 112/725 -- GLOBAL_STEP: 291750 | > loss_disc: 2.0923845767974854 (2.2030961481588225) | > loss_disc_real_0: 0.14250914752483368 (0.13574090234137018) | > loss_disc_real_1: 0.1950196921825409 (0.1903600256357874) | > loss_disc_real_2: 0.18182548880577087 (0.18794185934322222) | > loss_disc_real_3: 0.1889268159866333 (0.20599069073796272) | > loss_disc_real_4: 0.1568375527858734 (0.1954119306589876) | > loss_disc_real_5: 0.21272164583206177 (0.20768402929284743) | > loss_0: 2.0923845767974854 (2.2030961481588225) | > grad_norm_0: tensor(36.7066, device='cuda:0') (tensor(22.3537, device='cuda:0')) | > loss_gen: 2.81927227973938 (2.7517822044236326) | > loss_kl: 1.7036582231521606 (1.7371805789215224) | > loss_feat: 8.6070556640625 (8.269118777343207) | > loss_mel: 14.091619491577148 (13.115807371480125) | > loss_duration: 1.6811778545379639 (1.673131869307586) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.902782440185547 (27.54702082702092) | > grad_norm_1: tensor(778.4417, device='cuda:0') (tensor(430.6197, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8332 (0.8509829725537982) | > loader_time: 0.0097 (0.009968778916767658)  --> TIME: 2025-05-11 01:20:28 -- STEP: 162/725 -- GLOBAL_STEP: 291800 | > loss_disc: 2.2678990364074707 (2.2079891400572693) | > loss_disc_real_0: 0.17425954341888428 (0.13735729796283044) | > loss_disc_real_1: 0.21674512326717377 (0.1900780376644782) | > loss_disc_real_2: 0.18728579580783844 (0.18885309028404723) | > loss_disc_real_3: 0.20965152978897095 (0.20589342225848892) | > loss_disc_real_4: 0.1656164973974228 (0.19586619587592144) | > loss_disc_real_5: 0.19668161869049072 (0.20764858110083473) | > loss_0: 2.2678990364074707 (2.2079891400572693) | > grad_norm_0: tensor(21.1016, device='cuda:0') (tensor(22.2506, device='cuda:0')) | > loss_gen: 2.691848039627075 (2.7549489913163367) | > loss_kl: 1.847625732421875 (1.7419367557690468) | > loss_feat: 7.836503028869629 (8.277433295308807) | > loss_mel: 12.294829368591309 (13.109414542162858) | > loss_duration: 1.636730670928955 (1.6730682599691704) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.307537078857422 (27.556801866602015) | > grad_norm_1: tensor(487.3384, device='cuda:0') (tensor(427.2696, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8358 (0.849160157603982) | > loader_time: 0.0096 (0.009850697752870155)  --> TIME: 2025-05-11 01:21:11 -- STEP: 212/725 -- GLOBAL_STEP: 291850 | > loss_disc: 2.3106119632720947 (2.2131779683086092) | > loss_disc_real_0: 0.16033758223056793 (0.138531862037643) | > loss_disc_real_1: 0.21304117143154144 (0.1906493329355177) | > loss_disc_real_2: 0.2106136530637741 (0.18983014623792663) | > loss_disc_real_3: 0.18495753407478333 (0.2056368572532006) | > loss_disc_real_4: 0.22187763452529907 (0.19593788015673752) | > loss_disc_real_5: 0.2432069331407547 (0.20771518672974604) | > loss_0: 2.3106119632720947 (2.2131779683086092) | > grad_norm_0: tensor(17.1861, device='cuda:0') (tensor(21.8414, device='cuda:0')) | > loss_gen: 2.6377923488616943 (2.7491457619757034) | > loss_kl: 1.5452512502670288 (1.7310473244145232) | > loss_feat: 7.712450981140137 (8.23347321096457) | > loss_mel: 12.312350273132324 (13.070849899975757) | > loss_duration: 1.682926893234253 (1.6727881915164449) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.890771865844727 (27.45730436073159) | > grad_norm_1: tensor(159.1168, device='cuda:0') (tensor(420.5180, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8568 (0.851007545894047) | > loader_time: 0.0105 (0.009836918902847002)  --> TIME: 2025-05-11 01:21:54 -- STEP: 262/725 -- GLOBAL_STEP: 291900 | > loss_disc: 2.3099753856658936 (2.2098276301194675) | > loss_disc_real_0: 0.10099053382873535 (0.13771147650616763) | > loss_disc_real_1: 0.19929611682891846 (0.1903155837918966) | > loss_disc_real_2: 0.20714734494686127 (0.18921421633194418) | > loss_disc_real_3: 0.23461301624774933 (0.20590179424931984) | > loss_disc_real_4: 0.2078147530555725 (0.19607504434485476) | > loss_disc_real_5: 0.22047366201877594 (0.2076007279048439) | > loss_0: 2.3099753856658936 (2.2098276301194675) | > grad_norm_0: tensor(15.3308, device='cuda:0') (tensor(22.3375, device='cuda:0')) | > loss_gen: 2.6967692375183105 (2.7556995817723173) | > loss_kl: 1.6615166664123535 (1.7350912294315017) | > loss_feat: 6.957813262939453 (8.252057190159809) | > loss_mel: 11.524226188659668 (13.096714522092395) | > loss_duration: 1.6742494106292725 (1.6741706192038446) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.51457405090332 (27.513733113995034) | > grad_norm_1: tensor(504.9967, device='cuda:0') (tensor(426.6911, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8815 (0.8500702080835822) | > loader_time: 0.0098 (0.009878425197746918)  --> TIME: 2025-05-11 01:22:37 -- STEP: 312/725 -- GLOBAL_STEP: 291950 | > loss_disc: 2.1261744499206543 (2.206707480244145) | > loss_disc_real_0: 0.0997043251991272 (0.13785574458635003) | > loss_disc_real_1: 0.18774592876434326 (0.18992466923709103) | > loss_disc_real_2: 0.16081251204013824 (0.18867597571359226) | > loss_disc_real_3: 0.20955206453800201 (0.20533371530473232) | > loss_disc_real_4: 0.17099034786224365 (0.19598210937319663) | > loss_disc_real_5: 0.190510094165802 (0.20769157470800947) | > loss_0: 2.1261744499206543 (2.206707480244145) | > grad_norm_0: tensor(24.9543, device='cuda:0') (tensor(22.2842, device='cuda:0')) | > loss_gen: 2.7889811992645264 (2.756280030959692) | > loss_kl: 1.5120645761489868 (1.7303325828069291) | > loss_feat: 8.97938060760498 (8.254472977075828) | > loss_mel: 13.485295295715332 (13.091906189918515) | > loss_duration: 1.6823358535766602 (1.6733508022167745) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.44805908203125 (27.506342600553463) | > grad_norm_1: tensor(524.7758, device='cuda:0') (tensor(420.2921, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8399 (0.8498502549452659) | > loader_time: 0.0112 (0.009898270551974956)  --> TIME: 2025-05-11 01:23:21 -- STEP: 362/725 -- GLOBAL_STEP: 292000 | > loss_disc: 2.245534658432007 (2.2051952072928604) | > loss_disc_real_0: 0.12523317337036133 (0.1376345782278321) | > loss_disc_real_1: 0.20202432572841644 (0.18976312579370994) | > loss_disc_real_2: 0.19816134870052338 (0.18843915124130511) | > loss_disc_real_3: 0.2176450490951538 (0.20508450722496813) | > loss_disc_real_4: 0.20354579389095306 (0.19573226048307524) | > loss_disc_real_5: 0.24438022077083588 (0.20807752177860206) | > loss_0: 2.245534658432007 (2.2051952072928604) | > grad_norm_0: tensor(13.8381, device='cuda:0') (tensor(22.2677, device='cuda:0')) | > loss_gen: 2.762143611907959 (2.7581078202684943) | > loss_kl: 1.8829201459884644 (1.7358927420489694) | > loss_feat: 7.540579319000244 (8.255625080667155) | > loss_mel: 12.190296173095703 (13.080567291428368) | > loss_duration: 1.618017554283142 (1.6724235527423206) | > amp_scaler: 512.0 (263.0718232044199) | > loss_1: 25.99395751953125 (27.50261649769314) | > grad_norm_1: tensor(366.5808, device='cuda:0') (tensor(418.8120, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8408 (0.8505093405918521) | > loader_time: 0.0096 (0.00993449319133442) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_292000.pth  --> TIME: 2025-05-11 01:24:06 -- STEP: 412/725 -- GLOBAL_STEP: 292050 | > loss_disc: 2.11665940284729 (2.205238015616982) | > loss_disc_real_0: 0.11295385658740997 (0.13774655679765255) | > loss_disc_real_1: 0.18461064994335175 (0.1898138785680521) | > loss_disc_real_2: 0.18442679941654205 (0.1885229563250125) | > loss_disc_real_3: 0.17769643664360046 (0.20500552426408797) | > loss_disc_real_4: 0.19170989096164703 (0.1958394298709712) | > loss_disc_real_5: 0.20016980171203613 (0.20744779181567216) | > loss_0: 2.11665940284729 (2.205238015616982) | > grad_norm_0: tensor(14.4323, device='cuda:0') (tensor(22.2868, device='cuda:0')) | > loss_gen: 2.72005295753479 (2.7615914454737913) | > loss_kl: 1.7337827682495117 (1.7363044197119553) | > loss_feat: 8.653118133544922 (8.25552404274061) | > loss_mel: 13.324254035949707 (13.095166051272047) | > loss_duration: 1.669755220413208 (1.6730076404451166) | > amp_scaler: 256.0 (266.5631067961168) | > loss_1: 28.100963592529297 (27.52159359848615) | > grad_norm_1: tensor(151.1898, device='cuda:0') (tensor(419.7499, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8566 (0.8498490568503593) | > loader_time: 0.0099 (0.00995837947697315)  --> TIME: 2025-05-11 01:24:50 -- STEP: 462/725 -- GLOBAL_STEP: 292100 | > loss_disc: 2.2422091960906982 (2.206076266187611) | > loss_disc_real_0: 0.1456225961446762 (0.13750340876641212) | > loss_disc_real_1: 0.18729428946971893 (0.19000578678144522) | > loss_disc_real_2: 0.19418242573738098 (0.18853277438904817) | > loss_disc_real_3: 0.1876601278781891 (0.20514516464688562) | > loss_disc_real_4: 0.1838454157114029 (0.1959126361069225) | > loss_disc_real_5: 0.19260871410369873 (0.20746631707463953) | > loss_0: 2.2422091960906982 (2.206076266187611) | > grad_norm_0: tensor(33.1979, device='cuda:0') (tensor(22.1318, device='cuda:0')) | > loss_gen: 2.719032049179077 (2.7606818737921777) | > loss_kl: 1.7620950937271118 (1.7360160399825024) | > loss_feat: 7.845048904418945 (8.238146802563683) | > loss_mel: 12.964203834533691 (13.083077038521372) | > loss_duration: 1.697223424911499 (1.6731930238343937) | > amp_scaler: 256.0 (265.41991341991337) | > loss_1: 26.98760414123535 (27.491114773275534) | > grad_norm_1: tensor(434.1942, device='cuda:0') (tensor(421.7211, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.7918 (0.8501554067000682) | > loader_time: 0.0101 (0.009929993451931771)  --> TIME: 2025-05-11 01:25:33 -- STEP: 512/725 -- GLOBAL_STEP: 292150 | > loss_disc: 2.0846636295318604 (2.207674071891234) | > loss_disc_real_0: 0.08700257539749146 (0.1379007990763057) | > loss_disc_real_1: 0.1629006564617157 (0.19024492526659742) | > loss_disc_real_2: 0.15849512815475464 (0.18872211512643844) | > loss_disc_real_3: 0.18972228467464447 (0.20526812854222953) | > loss_disc_real_4: 0.15215547382831573 (0.19620589094120078) | > loss_disc_real_5: 0.2551136314868927 (0.20732922590104869) | > loss_0: 2.0846636295318604 (2.207674071891234) | > grad_norm_0: tensor(31.3859, device='cuda:0') (tensor(22.3634, device='cuda:0')) | > loss_gen: 2.8717238903045654 (2.761127886362374) | > loss_kl: 1.8913065195083618 (1.7299268848728386) | > loss_feat: 9.896554946899414 (8.224374378100034) | > loss_mel: 14.990551948547363 (13.071602154523132) | > loss_duration: 1.629128098487854 (1.6738764918409288) | > amp_scaler: 256.0 (264.49999999999994) | > loss_1: 31.279264450073242 (27.46090779453516) | > grad_norm_1: tensor(628.8011, device='cuda:0') (tensor(425.4530, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8312 (0.8495353013277054) | > loader_time: 0.0094 (0.009926560334861275)  --> TIME: 2025-05-11 01:26:15 -- STEP: 562/725 -- GLOBAL_STEP: 292200 | > loss_disc: 2.0833139419555664 (2.2067049845681925) | > loss_disc_real_0: 0.14019730687141418 (0.1376749538150335) | > loss_disc_real_1: 0.18562506139278412 (0.19022541013264574) | > loss_disc_real_2: 0.16861651837825775 (0.1888094260705323) | > loss_disc_real_3: 0.18535462021827698 (0.20526837963226427) | > loss_disc_real_4: 0.159623920917511 (0.19605380251632454) | > loss_disc_real_5: 0.19241248071193695 (0.2068735346251112) | > loss_0: 2.0833139419555664 (2.2067049845681925) | > grad_norm_0: tensor(25.0856, device='cuda:0') (tensor(22.2318, device='cuda:0')) | > loss_gen: 2.9434170722961426 (2.7613726247672075) | > loss_kl: 1.7329827547073364 (1.726912893010204) | > loss_feat: 9.4905366897583 (8.22193867116636) | > loss_mel: 13.633703231811523 (13.070581597365512) | > loss_duration: 1.6493000984191895 (1.6741750970005569) | > amp_scaler: 256.0 (263.74377224199276) | > loss_1: 29.449939727783203 (27.45498087058288) | > grad_norm_1: tensor(604.3620, device='cuda:0') (tensor(425.2547, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8761 (0.8485369410803311) | > loader_time: 0.0093 (0.009909355767681082)  --> TIME: 2025-05-11 01:26:58 -- STEP: 612/725 -- GLOBAL_STEP: 292250 | > loss_disc: 2.1686718463897705 (2.205290441614349) | > loss_disc_real_0: 0.1577088087797165 (0.13749635549493472) | > loss_disc_real_1: 0.1989598572254181 (0.19024527883704978) | > loss_disc_real_2: 0.19741661846637726 (0.18861601348308957) | > loss_disc_real_3: 0.20749212801456451 (0.20513103439722186) | > loss_disc_real_4: 0.22820444405078888 (0.19595905967981977) | > loss_disc_real_5: 0.18718792498111725 (0.20681684617610538) | > loss_0: 2.1686718463897705 (2.205290441614349) | > grad_norm_0: tensor(28.5739, device='cuda:0') (tensor(22.1983, device='cuda:0')) | > loss_gen: 2.917725086212158 (2.7623066578815165) | > loss_kl: 1.3977762460708618 (1.7280778438826776) | > loss_feat: 8.562901496887207 (8.23116465877084) | > loss_mel: 13.600223541259766 (13.073881683785919) | > loss_duration: 1.6021531820297241 (1.673847365807864) | > amp_scaler: 128.0 (254.11764705882354) | > loss_1: 28.080780029296875 (27.469278195325067) | > grad_norm_1: tensor(575.9001, device='cuda:0') (tensor(424.7260, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8062 (0.8480583082616723) | > loader_time: 0.0098 (0.00991133770911522)  --> TIME: 2025-05-11 01:27:41 -- STEP: 662/725 -- GLOBAL_STEP: 292300 | > loss_disc: 2.248436212539673 (2.2055124579239447) | > loss_disc_real_0: 0.14595142006874084 (0.1377291001739639) | > loss_disc_real_1: 0.18854625523090363 (0.1902623915330162) | > loss_disc_real_2: 0.18561582267284393 (0.18865106885076652) | > loss_disc_real_3: 0.19836381077766418 (0.2050308266210052) | > loss_disc_real_4: 0.1911337673664093 (0.19606969667615465) | > loss_disc_real_5: 0.24627666175365448 (0.20688146042139507) | > loss_0: 2.248436212539673 (2.2055124579239447) | > grad_norm_0: tensor(21.8677, device='cuda:0') (tensor(22.1495, device='cuda:0')) | > loss_gen: 2.794527292251587 (2.7621816065376223) | > loss_kl: 1.6803603172302246 (1.7256077835927184) | > loss_feat: 7.765733242034912 (8.22249393376699) | > loss_mel: 12.873682022094727 (13.050316320805386) | > loss_duration: 1.6788980960845947 (1.674064490730309) | > amp_scaler: 128.0 (244.59214501510573) | > loss_1: 26.79319953918457 (27.434664101038816) | > grad_norm_1: tensor(619.0608, device='cuda:0') (tensor(425.4359, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8592 (0.8472186805978645) | > loader_time: 0.0098 (0.0099141705792476)  --> TIME: 2025-05-11 01:28:23 -- STEP: 712/725 -- GLOBAL_STEP: 292350 | > loss_disc: 2.237914562225342 (2.20564697314514) | > loss_disc_real_0: 0.1231841892004013 (0.1377065211032215) | > loss_disc_real_1: 0.19779983162879944 (0.19033580541275869) | > loss_disc_real_2: 0.17458809912204742 (0.1888038343174404) | > loss_disc_real_3: 0.19155442714691162 (0.20495657899071662) | > loss_disc_real_4: 0.17474320530891418 (0.1960514739281339) | > loss_disc_real_5: 0.21891433000564575 (0.20692937754178314) | > loss_0: 2.237914562225342 (2.20564697314514) | > grad_norm_0: tensor(14.2736, device='cuda:0') (tensor(22.0942, device='cuda:0')) | > loss_gen: 2.810699224472046 (2.761778427643721) | > loss_kl: 1.5674710273742676 (1.7215831340028986) | > loss_feat: 8.253405570983887 (8.22182801399337) | > loss_mel: 13.500818252563477 (13.046884374672102) | > loss_duration: 1.6800651550292969 (1.6738593487927087) | > amp_scaler: 128.0 (236.40449438202248) | > loss_1: 27.81245994567871 (27.425933269972212) | > grad_norm_1: tensor(314.1510, device='cuda:0') (tensor(424.0843, device='cuda:0')) | > current_lr_0: 0.000191701546610822 | > current_lr_1: 0.000191701546610822 | > step_time: 0.8079 (0.8468566228834434) | > loader_time: 0.0098 (0.009902202346351698)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2385733127593994 (2.2385733127593994) | > loss_disc_real_0: 0.18397442996501923 (0.18397442996501923) | > loss_disc_real_1: 0.20254893600940704 (0.20254893600940704) | > loss_disc_real_2: 0.19695118069648743 (0.19695118069648743) | > loss_disc_real_3: 0.24882590770721436 (0.24882590770721436) | > loss_disc_real_4: 0.1974339336156845 (0.1974339336156845) | > loss_disc_real_5: 0.23846693336963654 (0.23846693336963654) | > loss_0: 2.2385733127593994 (2.2385733127593994) | > loss_gen: 2.851475715637207 (2.851475715637207) | > loss_kl: 2.2894418239593506 (2.2894418239593506) | > loss_feat: 9.052620887756348 (9.052620887756348) | > loss_mel: 14.6538667678833 (14.6538667678833) | > loss_duration: 1.7059985399246216 (1.7059985399246216) | > loss_1: 30.553403854370117 (30.553403854370117)  --> STEP: 1 | > loss_disc: 2.249361753463745 (2.249361753463745) | > loss_disc_real_0: 0.18246039748191833 (0.18246039748191833) | > loss_disc_real_1: 0.19247792661190033 (0.19247792661190033) | > loss_disc_real_2: 0.20006558299064636 (0.20006558299064636) | > loss_disc_real_3: 0.23297591507434845 (0.23297591507434845) | > loss_disc_real_4: 0.21744446456432343 (0.21744446456432343) | > loss_disc_real_5: 0.21770663559436798 (0.21770663559436798) | > loss_0: 2.249361753463745 (2.249361753463745) | > loss_gen: 2.6962993144989014 (2.6962993144989014) | > loss_kl: 2.0750203132629395 (2.0750203132629395) | > loss_feat: 7.756252288818359 (7.756252288818359) | > loss_mel: 12.725046157836914 (12.725046157836914) | > loss_duration: 1.817725419998169 (1.817725419998169) | > loss_1: 27.070343017578125 (27.070343017578125)  --> STEP: 2 | > loss_disc: 2.303131103515625 (2.276246428489685) | > loss_disc_real_0: 0.1758655607700348 (0.17916297912597656) | > loss_disc_real_1: 0.19516579806804657 (0.19382186233997345) | > loss_disc_real_2: 0.20597785711288452 (0.20302172005176544) | > loss_disc_real_3: 0.24882102012634277 (0.2408984676003456) | > loss_disc_real_4: 0.2143007516860962 (0.2158726081252098) | > loss_disc_real_5: 0.23246367275714874 (0.22508515417575836) | > loss_0: 2.303131103515625 (2.276246428489685) | > loss_gen: 2.686680555343628 (2.6914899349212646) | > loss_kl: 2.0481228828430176 (2.0615715980529785) | > loss_feat: 7.604150295257568 (7.680201292037964) | > loss_mel: 13.244468688964844 (12.984757423400879) | > loss_duration: 1.881156086921692 (1.8494407534599304) | > loss_1: 27.46457862854004 (27.267460823059082)  --> STEP: 3 | > loss_disc: 2.2408695220947266 (2.2644541263580322) | > loss_disc_real_0: 0.17167997360229492 (0.17666864395141602) | > loss_disc_real_1: 0.191733255982399 (0.19312566022078195) | > loss_disc_real_2: 0.18365563452243805 (0.1965663582086563) | > loss_disc_real_3: 0.23212061822414398 (0.2379725178082784) | > loss_disc_real_4: 0.2024134397506714 (0.21138621866703033) | > loss_disc_real_5: 0.23598001897335052 (0.22871677577495575) | > loss_0: 2.2408695220947266 (2.2644541263580322) | > loss_gen: 2.7690064907073975 (2.7173287868499756) | > loss_kl: 2.046372175216675 (2.0565051237742105) | > loss_feat: 8.123658180236816 (7.828020254770915) | > loss_mel: 13.159385681152344 (13.042966842651367) | > loss_duration: 1.8274961709976196 (1.8421258926391602) | > loss_1: 27.925918579101562 (27.48694674173991)  --> STEP: 4 | > loss_disc: 2.295520067214966 (2.2722206115722656) | > loss_disc_real_0: 0.19223807752132416 (0.18056100234389305) | > loss_disc_real_1: 0.2006034553050995 (0.19499510899186134) | > loss_disc_real_2: 0.1860245019197464 (0.19393089413642883) | > loss_disc_real_3: 0.23277896642684937 (0.23667412996292114) | > loss_disc_real_4: 0.18923521041870117 (0.20584846660494804) | > loss_disc_real_5: 0.23078900575637817 (0.22923483327031136) | > loss_0: 2.295520067214966 (2.2722206115722656) | > loss_gen: 2.6798698902130127 (2.707964062690735) | > loss_kl: 1.761202096939087 (1.9826793670654297) | > loss_feat: 7.488687038421631 (7.743186950683594) | > loss_mel: 13.264482498168945 (13.098345756530762) | > loss_duration: 1.767136573791504 (1.823378562927246) | > loss_1: 26.961380004882812 (27.355555057525635) --> EVAL PERFORMANCE | > avg_loader_time: 0.28857576847076416 (+0.003946483135223389) | > avg_loss_disc: 2.2722206115722656 (-0.05249667167663574) | > avg_loss_disc_real_0: 0.18056100234389305 (-0.02969323843717575) | > avg_loss_disc_real_1: 0.19499510899186134 (-0.007482476532459259) | > avg_loss_disc_real_2: 0.19393089413642883 (-0.0077056884765625) | > avg_loss_disc_real_3: 0.23667412996292114 (+0.0027964897453784943) | > avg_loss_disc_real_4: 0.20584846660494804 (-0.06232263520359993) | > avg_loss_disc_real_5: 0.22923483327031136 (-0.06066657230257988) | > avg_loss_0: 2.2722206115722656 (-0.05249667167663574) | > avg_loss_gen: 2.707964062690735 (-0.3582969903945923) | > avg_loss_kl: 1.9826793670654297 (-0.07154631614685059) | > avg_loss_feat: 7.743186950683594 (+0.2846052646636963) | > avg_loss_mel: 13.098345756530762 (+0.7382020950317383) | > avg_loss_duration: 1.823378562927246 (-0.006253272294998169) | > avg_loss_1: 27.355555057525635 (+0.5867104530334473)  > EPOCH: 340/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 01:28:41)   --> TIME: 2025-05-11 01:29:14 -- STEP: 37/725 -- GLOBAL_STEP: 292400 | > loss_disc: 2.037874221801758 (2.2159228582639954) | > loss_disc_real_0: 0.11199817806482315 (0.1362190679521174) | > loss_disc_real_1: 0.14516238868236542 (0.19269022667730176) | > loss_disc_real_2: 0.15909262001514435 (0.18700166932634404) | > loss_disc_real_3: 0.2137126326560974 (0.20607349477909706) | > loss_disc_real_4: 0.16744299232959747 (0.19582581077073072) | > loss_disc_real_5: 0.18983304500579834 (0.2127236168126802) | > loss_0: 2.037874221801758 (2.2159228582639954) | > grad_norm_0: tensor(28.5050, device='cuda:0') (tensor(14.4596, device='cuda:0')) | > loss_gen: 2.884493350982666 (2.744380383878141) | > loss_kl: 1.6239738464355469 (1.7148833178185128) | > loss_feat: 9.936811447143555 (8.195449481139311) | > loss_mel: 14.461441040039062 (13.098627863703546) | > loss_duration: 1.6809144020080566 (1.6772598833651156) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.58763313293457 (27.43060065604545) | > grad_norm_1: tensor(510.0231, device='cuda:0') (tensor(279.6852, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.848 (0.8405895748653928) | > loader_time: 0.0104 (0.00991105388950657)  --> TIME: 2025-05-11 01:29:57 -- STEP: 87/725 -- GLOBAL_STEP: 292450 | > loss_disc: 2.089625835418701 (2.2211270551571887) | > loss_disc_real_0: 0.1103697270154953 (0.14074183940544896) | > loss_disc_real_1: 0.16680173575878143 (0.19140728177695437) | > loss_disc_real_2: 0.16979660093784332 (0.1881437147485798) | > loss_disc_real_3: 0.21880711615085602 (0.20710941532562518) | > loss_disc_real_4: 0.16383185982704163 (0.19496082899899314) | > loss_disc_real_5: 0.19977545738220215 (0.20945726763242964) | > loss_0: 2.089625835418701 (2.2211270551571887) | > grad_norm_0: tensor(13.6773, device='cuda:0') (tensor(17.3987, device='cuda:0')) | > loss_gen: 2.9692721366882324 (2.745059377845676) | > loss_kl: 1.7056077718734741 (1.691299450808558) | > loss_feat: 9.408162117004395 (8.181541486718189) | > loss_mel: 14.667064666748047 (13.040376531666718) | > loss_duration: 1.655795931816101 (1.6751021270094246) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.405902862548828 (27.333378824694403) | > grad_norm_1: tensor(398.2446, device='cuda:0') (tensor(329.3246, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.806 (0.8405895013918822) | > loader_time: 0.0108 (0.010040247577360306)  --> TIME: 2025-05-11 01:30:41 -- STEP: 137/725 -- GLOBAL_STEP: 292500 | > loss_disc: 2.1472420692443848 (2.2100244003490803) | > loss_disc_real_0: 0.10862698405981064 (0.13985046961881814) | > loss_disc_real_1: 0.18471594154834747 (0.19037183205576708) | > loss_disc_real_2: 0.16932447254657745 (0.1869432798919886) | > loss_disc_real_3: 0.1967688798904419 (0.2054162372420304) | > loss_disc_real_4: 0.24172939360141754 (0.19492385019786163) | > loss_disc_real_5: 0.18456876277923584 (0.20844862158716163) | > loss_0: 2.1472420692443848 (2.2100244003490803) | > grad_norm_0: tensor(9.1125, device='cuda:0') (tensor(18.5722, device='cuda:0')) | > loss_gen: 2.969409704208374 (2.7518870969758416) | > loss_kl: 1.683839201927185 (1.692217048937387) | > loss_feat: 8.237080574035645 (8.2062686864477) | > loss_mel: 12.771929740905762 (13.004652684622434) | > loss_duration: 1.658978819847107 (1.6748815670500707) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.321237564086914 (27.329907006590904) | > grad_norm_1: tensor(308.0988, device='cuda:0') (tensor(350.7518, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8211 (0.8455546180697253) | > loader_time: 0.0093 (0.009954017444248618)  --> TIME: 2025-05-11 01:31:24 -- STEP: 187/725 -- GLOBAL_STEP: 292550 | > loss_disc: 2.1548314094543457 (2.2079262248972515) | > loss_disc_real_0: 0.13506653904914856 (0.1395542197288038) | > loss_disc_real_1: 0.18452946841716766 (0.18986374856953953) | > loss_disc_real_2: 0.17474393546581268 (0.18736601481463175) | > loss_disc_real_3: 0.19740897417068481 (0.20558718707472246) | > loss_disc_real_4: 0.1807159036397934 (0.19535874427958605) | > loss_disc_real_5: 0.196256622672081 (0.20733988428498337) | > loss_0: 2.1548314094543457 (2.2079262248972515) | > grad_norm_0: tensor(13.7273, device='cuda:0') (tensor(19.1804, device='cuda:0')) | > loss_gen: 2.776585578918457 (2.751501079549127) | > loss_kl: 1.8147836923599243 (1.6968654572644972) | > loss_feat: 9.189336776733398 (8.208032717679272) | > loss_mel: 14.14963436126709 (13.010372875846) | > loss_duration: 1.6738781929016113 (1.6754434102359304) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.604217529296875 (27.342215471726693) | > grad_norm_1: tensor(132.3719, device='cuda:0') (tensor(371.5813, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.851 (0.847277981712219) | > loader_time: 0.0098 (0.009990915257663012)  --> TIME: 2025-05-11 01:32:08 -- STEP: 237/725 -- GLOBAL_STEP: 292600 | > loss_disc: 2.0804049968719482 (2.210453395602069) | > loss_disc_real_0: 0.12804491817951202 (0.1395004781175262) | > loss_disc_real_1: 0.19134996831417084 (0.19048717416791472) | > loss_disc_real_2: 0.18348988890647888 (0.18794885768166064) | > loss_disc_real_3: 0.2102517932653427 (0.20578413516408783) | > loss_disc_real_4: 0.2216983139514923 (0.19590150322843705) | > loss_disc_real_5: 0.20115438103675842 (0.20702253520991734) | > loss_0: 2.0804049968719482 (2.210453395602069) | > grad_norm_0: tensor(10.7855, device='cuda:0') (tensor(19.2830, device='cuda:0')) | > loss_gen: 2.935530662536621 (2.7501203973585047) | > loss_kl: 1.7318336963653564 (1.6918794998136755) | > loss_feat: 8.932954788208008 (8.186127061079324) | > loss_mel: 14.5843505859375 (13.008558168692927) | > loss_duration: 1.6567459106445312 (1.675470515645506) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.841415405273438 (27.31215555859015) | > grad_norm_1: tensor(219.3251, device='cuda:0') (tensor(376.0999, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8279 (0.8492876557861201) | > loader_time: 0.0091 (0.009929748527108363)  --> TIME: 2025-05-11 01:32:51 -- STEP: 287/725 -- GLOBAL_STEP: 292650 | > loss_disc: 2.1509852409362793 (2.2064013148849435) | > loss_disc_real_0: 0.10832339525222778 (0.13883998922562338) | > loss_disc_real_1: 0.16982044279575348 (0.18972658477593798) | > loss_disc_real_2: 0.18384550511837006 (0.18780104504437395) | > loss_disc_real_3: 0.19089949131011963 (0.20562854684396067) | > loss_disc_real_4: 0.21968857944011688 (0.1958724941526141) | > loss_disc_real_5: 0.18481232225894928 (0.206216583787772) | > loss_0: 2.1509852409362793 (2.2064013148849435) | > grad_norm_0: tensor(20.5037, device='cuda:0') (tensor(19.6524, device='cuda:0')) | > loss_gen: 2.8835246562957764 (2.758183873904292) | > loss_kl: 1.6506085395812988 (1.6935245446627147) | > loss_feat: 9.060405731201172 (8.233371183016576) | > loss_mel: 13.711766242980957 (13.028345912175721) | > loss_duration: 1.6813321113586426 (1.6753936478485212) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.987634658813477 (27.388819086427063) | > grad_norm_1: tensor(466.7542, device='cuda:0') (tensor(376.8815, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8069 (0.8490203548391523) | > loader_time: 0.0111 (0.009890898594872877)  --> TIME: 2025-05-11 01:33:34 -- STEP: 337/725 -- GLOBAL_STEP: 292700 | > loss_disc: 2.1936333179473877 (2.2078017516376707) | > loss_disc_real_0: 0.1318921595811844 (0.13886873928128077) | > loss_disc_real_1: 0.18642500042915344 (0.1898848070412079) | > loss_disc_real_2: 0.188377246260643 (0.1883848492575682) | > loss_disc_real_3: 0.22056178748607635 (0.20546105614578683) | > loss_disc_real_4: 0.19064287841320038 (0.19576086687581837) | > loss_disc_real_5: 0.20981426537036896 (0.20674184552816688) | > loss_0: 2.1936333179473877 (2.2078017516376707) | > grad_norm_0: tensor(32.8738, device='cuda:0') (tensor(20.3961, device='cuda:0')) | > loss_gen: 2.7759339809417725 (2.7621317787057222) | > loss_kl: 1.7135347127914429 (1.6925178203809155) | > loss_feat: 8.837594985961914 (8.226578004989848) | > loss_mel: 13.100040435791016 (13.044881967833199) | > loss_duration: 1.6782166957855225 (1.6745295758063432) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.10531997680664 (27.40063908404342) | > grad_norm_1: tensor(499.7526, device='cuda:0') (tensor(380.5950, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8809 (0.8492214368429668) | > loader_time: 0.0097 (0.009888977962007156)  --> TIME: 2025-05-11 01:34:17 -- STEP: 387/725 -- GLOBAL_STEP: 292750 | > loss_disc: 2.274763584136963 (2.2065466688584925) | > loss_disc_real_0: 0.16249674558639526 (0.13898800188333787) | > loss_disc_real_1: 0.19552335143089294 (0.18990856489931898) | > loss_disc_real_2: 0.20395006239414215 (0.18833171786109915) | > loss_disc_real_3: 0.24246270954608917 (0.20526680404209655) | > loss_disc_real_4: 0.163032665848732 (0.19574047474898115) | > loss_disc_real_5: 0.25179561972618103 (0.2067918824056015) | > loss_0: 2.274763584136963 (2.2065466688584925) | > grad_norm_0: tensor(28.7842, device='cuda:0') (tensor(20.4019, device='cuda:0')) | > loss_gen: 2.4911656379699707 (2.7628977508199934) | > loss_kl: 1.6676033735275269 (1.6946315103107028) | > loss_feat: 6.8100810050964355 (8.220317470934969) | > loss_mel: 11.762320518493652 (13.058581140306256) | > loss_duration: 1.7516027688980103 (1.6742222570941738) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.482772827148438 (27.410650036439723) | > grad_norm_1: tensor(457.9844, device='cuda:0') (tensor(382.4754, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8612 (0.8495254467316071) | > loader_time: 0.0095 (0.009872023141353325)  --> TIME: 2025-05-11 01:35:00 -- STEP: 437/725 -- GLOBAL_STEP: 292800 | > loss_disc: 2.216383934020996 (2.2068611017899333) | > loss_disc_real_0: 0.16878896951675415 (0.13866167196692814) | > loss_disc_real_1: 0.18720608949661255 (0.19011590958869165) | > loss_disc_real_2: 0.15707290172576904 (0.18831616595762546) | > loss_disc_real_3: 0.20524045825004578 (0.2053621047489703) | > loss_disc_real_4: 0.20413336157798767 (0.19586331838874038) | > loss_disc_real_5: 0.19721785187721252 (0.20669442851701653) | > loss_0: 2.216383934020996 (2.2068611017899333) | > grad_norm_0: tensor(28.3565, device='cuda:0') (tensor(20.3776, device='cuda:0')) | > loss_gen: 2.7264328002929688 (2.765474209250794) | > loss_kl: 1.9469093084335327 (1.6965567255456606) | > loss_feat: 8.337428092956543 (8.218646388850448) | > loss_mel: 13.122802734375 (13.055418217482224) | > loss_duration: 1.6381628513336182 (1.673369762826566) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.7717342376709 (27.409465231120723) | > grad_norm_1: tensor(141.7167, device='cuda:0') (tensor(387.3043, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8957 (0.8493200903353486) | > loader_time: 0.011 (0.009868254105068185)  --> TIME: 2025-05-11 01:35:44 -- STEP: 487/725 -- GLOBAL_STEP: 292850 | > loss_disc: 2.3358592987060547 (2.205949851130069) | > loss_disc_real_0: 0.16094233095645905 (0.13843285062903013) | > loss_disc_real_1: 0.21718288958072662 (0.19027499967776781) | > loss_disc_real_2: 0.200535848736763 (0.18832985818141296) | > loss_disc_real_3: 0.2260890156030655 (0.20499582319411405) | > loss_disc_real_4: 0.19942957162857056 (0.19562241077055928) | > loss_disc_real_5: 0.21639350056648254 (0.20671845042362846) | > loss_0: 2.3358592987060547 (2.205949851130069) | > grad_norm_0: tensor(16.1507, device='cuda:0') (tensor(20.9477, device='cuda:0')) | > loss_gen: 2.713768482208252 (2.771465300044975) | > loss_kl: 1.8918315172195435 (1.7004065237006123) | > loss_feat: 7.782132625579834 (8.233160048294858) | > loss_mel: 11.940711975097656 (13.101085304479575) | > loss_duration: 1.656836986541748 (1.673893097979332) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.98528289794922 (27.480010214772314) | > grad_norm_1: tensor(169.5327, device='cuda:0') (tensor(391.0263, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8212 (0.8505638238096142) | > loader_time: 0.0093 (0.009865924807789393)  --> TIME: 2025-05-11 01:36:27 -- STEP: 537/725 -- GLOBAL_STEP: 292900 | > loss_disc: 2.1843154430389404 (2.206952311029204) | > loss_disc_real_0: 0.10915824770927429 (0.13849164896559676) | > loss_disc_real_1: 0.1859843134880066 (0.19035029208748927) | > loss_disc_real_2: 0.20524756610393524 (0.18849919189731948) | > loss_disc_real_3: 0.2264726758003235 (0.20500256803781625) | > loss_disc_real_4: 0.18227478861808777 (0.19576954142341407) | > loss_disc_real_5: 0.23030661046504974 (0.20709095315338297) | > loss_0: 2.1843154430389404 (2.206952311029204) | > grad_norm_0: tensor(15.6969, device='cuda:0') (tensor(21.0185, device='cuda:0')) | > loss_gen: 2.7793257236480713 (2.7668263952159355) | > loss_kl: 1.5717321634292603 (1.7004880953989434) | > loss_feat: 8.491811752319336 (8.210957399293704) | > loss_mel: 13.334590911865234 (13.087157002596435) | > loss_duration: 1.6848509311676025 (1.6746345800616445) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.86231231689453 (27.440063441043904) | > grad_norm_1: tensor(626.2929, device='cuda:0') (tensor(391.7036, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8573 (0.8507198838992271) | > loader_time: 0.0108 (0.009842131168926675)  --> TIME: 2025-05-11 01:37:10 -- STEP: 587/725 -- GLOBAL_STEP: 292950 | > loss_disc: 2.080811023712158 (2.203940516436122) | > loss_disc_real_0: 0.14865580201148987 (0.13845241619385082) | > loss_disc_real_1: 0.18447545170783997 (0.1900795393288644) | > loss_disc_real_2: 0.19849394261837006 (0.18833275629267787) | > loss_disc_real_3: 0.2197350114583969 (0.2047964163137254) | > loss_disc_real_4: 0.19018767774105072 (0.1955669958658479) | > loss_disc_real_5: 0.2209765762090683 (0.20630885155481218) | > loss_0: 2.080811023712158 (2.203940516436122) | > grad_norm_0: tensor(28.5500, device='cuda:0') (tensor(21.3796, device='cuda:0')) | > loss_gen: 3.1007285118103027 (2.771626738510913) | > loss_kl: 1.7995142936706543 (1.701968021246603) | > loss_feat: 9.36771011352539 (8.234632166321477) | > loss_mel: 14.270550727844238 (13.117196235786713) | > loss_duration: 1.6658565998077393 (1.6743352394900084) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.204360961914062 (27.499758371096455) | > grad_norm_1: tensor(556.5336, device='cuda:0') (tensor(396.2719, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8589 (0.8504427506935865) | > loader_time: 0.0095 (0.009849295705506104)  --> TIME: 2025-05-11 01:37:54 -- STEP: 637/725 -- GLOBAL_STEP: 293000 | > loss_disc: 2.0744175910949707 (2.205003097442855) | > loss_disc_real_0: 0.14260828495025635 (0.1387836612304863) | > loss_disc_real_1: 0.16693952679634094 (0.19015925455972954) | > loss_disc_real_2: 0.1586223542690277 (0.18835670230807847) | > loss_disc_real_3: 0.24461320042610168 (0.20484393311070875) | > loss_disc_real_4: 0.1930301934480667 (0.19577632224541078) | > loss_disc_real_5: 0.18368813395500183 (0.20622893388922595) | > loss_0: 2.0744175910949707 (2.205003097442855) | > grad_norm_0: tensor(31.4943, device='cuda:0') (tensor(21.3714, device='cuda:0')) | > loss_gen: 2.9718880653381348 (2.770220472075316) | > loss_kl: 1.8767763376235962 (1.7049923878823943) | > loss_feat: 9.440695762634277 (8.232910148764333) | > loss_mel: 14.778013229370117 (13.106933544344589) | > loss_duration: 1.6532403230667114 (1.6741680666640562) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.720613479614258 (27.489224600080792) | > grad_norm_1: tensor(617.6558, device='cuda:0') (tensor(398.5133, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8363 (0.8505728630293485) | > loader_time: 0.0097 (0.009862833157813352) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_293000.pth  --> TIME: 2025-05-11 01:38:39 -- STEP: 687/725 -- GLOBAL_STEP: 293050 | > loss_disc: 2.275153636932373 (2.2045654148687617) | > loss_disc_real_0: 0.1355142742395401 (0.13833763465567292) | > loss_disc_real_1: 0.18060314655303955 (0.19019347717755053) | > loss_disc_real_2: 0.18562839925289154 (0.1884080390005306) | > loss_disc_real_3: 0.19840773940086365 (0.2047458546564222) | > loss_disc_real_4: 0.19680172204971313 (0.19573455322344066) | > loss_disc_real_5: 0.2144792228937149 (0.2066567857062453) | > loss_0: 2.275153636932373 (2.2045654148687617) | > grad_norm_0: tensor(10.7003, device='cuda:0') (tensor(21.5079, device='cuda:0')) | > loss_gen: 2.656903028488159 (2.7717376272404226) | > loss_kl: 1.7323083877563477 (1.7078127557360276) | > loss_feat: 7.646433353424072 (8.241189460393473) | > loss_mel: 12.701678276062012 (13.12728449281474) | > loss_duration: 1.6965283155441284 (1.6739842844842299) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.43385124206543 (27.5220086071342) | > grad_norm_1: tensor(277.1859, device='cuda:0') (tensor(402.1558, device='cuda:0')) | > current_lr_0: 0.00019167758391749564 | > current_lr_1: 0.00019167758391749564 | > step_time: 0.8673 (0.8501027220374809) | > loader_time: 0.0097 (0.009837742976226154)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.260254383087158 (2.260254383087158) | > loss_disc_real_0: 0.17669738829135895 (0.17669738829135895) | > loss_disc_real_1: 0.19126810133457184 (0.19126810133457184) | > loss_disc_real_2: 0.21479618549346924 (0.21479618549346924) | > loss_disc_real_3: 0.24929338693618774 (0.24929338693618774) | > loss_disc_real_4: 0.25981035828590393 (0.25981035828590393) | > loss_disc_real_5: 0.2289465367794037 (0.2289465367794037) | > loss_0: 2.260254383087158 (2.260254383087158) | > loss_gen: 3.0278398990631104 (3.0278398990631104) | > loss_kl: 2.1884124279022217 (2.1884124279022217) | > loss_feat: 8.239842414855957 (8.239842414855957) | > loss_mel: 12.82771110534668 (12.82771110534668) | > loss_duration: 1.7022032737731934 (1.7022032737731934) | > loss_1: 27.98600959777832 (27.98600959777832)  --> STEP: 1 | > loss_disc: 2.2615530490875244 (2.2615530490875244) | > loss_disc_real_0: 0.16807837784290314 (0.16807837784290314) | > loss_disc_real_1: 0.20465105772018433 (0.20465105772018433) | > loss_disc_real_2: 0.2280828207731247 (0.2280828207731247) | > loss_disc_real_3: 0.22640788555145264 (0.22640788555145264) | > loss_disc_real_4: 0.25460830330848694 (0.25460830330848694) | > loss_disc_real_5: 0.24995286762714386 (0.24995286762714386) | > loss_0: 2.2615530490875244 (2.2615530490875244) | > loss_gen: 3.0523176193237305 (3.0523176193237305) | > loss_kl: 1.9747962951660156 (1.9747962951660156) | > loss_feat: 7.768138408660889 (7.768138408660889) | > loss_mel: 13.205204010009766 (13.205204010009766) | > loss_duration: 1.8289368152618408 (1.8289368152618408) | > loss_1: 27.829395294189453 (27.829395294189453)  --> STEP: 2 | > loss_disc: 2.2379441261291504 (2.2497485876083374) | > loss_disc_real_0: 0.1778460592031479 (0.1729622185230255) | > loss_disc_real_1: 0.18578462302684784 (0.19521784037351608) | > loss_disc_real_2: 0.21167224645614624 (0.21987753361463547) | > loss_disc_real_3: 0.22832904756069183 (0.22736846655607224) | > loss_disc_real_4: 0.24173659086227417 (0.24817244708538055) | > loss_disc_real_5: 0.2583081126213074 (0.2541304901242256) | > loss_0: 2.2379441261291504 (2.2497485876083374) | > loss_gen: 2.9845635890960693 (3.0184406042099) | > loss_kl: 1.953406810760498 (1.9641015529632568) | > loss_feat: 7.7409467697143555 (7.754542589187622) | > loss_mel: 12.869242668151855 (13.03722333908081) | > loss_duration: 1.8856570720672607 (1.8572969436645508) | > loss_1: 27.433815002441406 (27.63160514831543)  --> STEP: 3 | > loss_disc: 2.19785475730896 (2.2324506441752114) | > loss_disc_real_0: 0.17629028856754303 (0.17407157520453134) | > loss_disc_real_1: 0.1947919875383377 (0.19507588942845663) | > loss_disc_real_2: 0.21911729872226715 (0.21962412198384604) | > loss_disc_real_3: 0.2293437421321869 (0.22802689174811044) | > loss_disc_real_4: 0.24324192106723785 (0.24652893841266632) | > loss_disc_real_5: 0.23478122055530548 (0.24768073360125223) | > loss_0: 2.19785475730896 (2.2324506441752114) | > loss_gen: 3.110588550567627 (3.049156586329142) | > loss_kl: 2.0958797931671143 (2.0080276330312095) | > loss_feat: 8.821022987365723 (8.110036055246988) | > loss_mel: 14.544672966003418 (13.539706548055014) | > loss_duration: 1.8317949771881104 (1.848796288172404) | > loss_1: 30.40395736694336 (28.55572255452474)  --> STEP: 4 | > loss_disc: 2.11041522026062 (2.2019417881965637) | > loss_disc_real_0: 0.17140886187553406 (0.17340589687228203) | > loss_disc_real_1: 0.1938648372888565 (0.1947731263935566) | > loss_disc_real_2: 0.1923167109489441 (0.21279726922512054) | > loss_disc_real_3: 0.21495114266872406 (0.22475795447826385) | > loss_disc_real_4: 0.23876304924488068 (0.2445874661207199) | > loss_disc_real_5: 0.2557884156703949 (0.2497076541185379) | > loss_0: 2.11041522026062 (2.2019417881965637) | > loss_gen: 3.2556400299072266 (3.1007774472236633) | > loss_kl: 1.8344415426254272 (1.9646311104297638) | > loss_feat: 9.497568130493164 (8.456919074058533) | > loss_mel: 13.829086303710938 (13.612051486968994) | > loss_duration: 1.7801475524902344 (1.8316341042518616) | > loss_1: 30.196882247924805 (28.966012477874756) --> EVAL PERFORMANCE | > avg_loader_time: 0.2834450602531433 (-0.00513070821762085) | > avg_loss_disc: 2.2019417881965637 (-0.0702788233757019) | > avg_loss_disc_real_0: 0.17340589687228203 (-0.007155105471611023) | > avg_loss_disc_real_1: 0.1947731263935566 (-0.00022198259830474854) | > avg_loss_disc_real_2: 0.21279726922512054 (+0.01886637508869171) | > avg_loss_disc_real_3: 0.22475795447826385 (-0.011916175484657288) | > avg_loss_disc_real_4: 0.2445874661207199 (+0.038738999515771866) | > avg_loss_disc_real_5: 0.2497076541185379 (+0.020472820848226547) | > avg_loss_0: 2.2019417881965637 (-0.0702788233757019) | > avg_loss_gen: 3.1007774472236633 (+0.39281338453292847) | > avg_loss_kl: 1.9646311104297638 (-0.018048256635665894) | > avg_loss_feat: 8.456919074058533 (+0.713732123374939) | > avg_loss_mel: 13.612051486968994 (+0.5137057304382324) | > avg_loss_duration: 1.8316341042518616 (+0.008255541324615479) | > avg_loss_1: 28.966012477874756 (+1.610457420349121)  > EPOCH: 341/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 01:39:18)   --> TIME: 2025-05-11 01:39:31 -- STEP: 12/725 -- GLOBAL_STEP: 293100 | > loss_disc: 2.1898882389068604 (2.201257348060608) | > loss_disc_real_0: 0.1396331489086151 (0.1350356781234344) | > loss_disc_real_1: 0.1680115908384323 (0.1857354814807574) | > loss_disc_real_2: 0.19426290690898895 (0.18696489930152893) | > loss_disc_real_3: 0.20923595130443573 (0.2049600308140119) | > loss_disc_real_4: 0.20735463500022888 (0.19349253922700882) | > loss_disc_real_5: 0.22182446718215942 (0.2124334561328093) | > loss_0: 2.1898882389068604 (2.201257348060608) | > grad_norm_0: tensor(9.5631, device='cuda:0') (tensor(17.0630, device='cuda:0')) | > loss_gen: 2.857365369796753 (2.738514165083567) | > loss_kl: 1.6079691648483276 (1.6915766795476277) | > loss_feat: 8.320396423339844 (8.152674555778503) | > loss_mel: 13.385628700256348 (13.187437216440836) | > loss_duration: 1.692476749420166 (1.675258845090866) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.86383628845215 (27.44546143213908) | > grad_norm_1: tensor(133.4527, device='cuda:0') (tensor(340.2646, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8258 (0.8746507366498312) | > loader_time: 0.0108 (0.010948280493418375)  --> TIME: 2025-05-11 01:40:14 -- STEP: 62/725 -- GLOBAL_STEP: 293150 | > loss_disc: 2.2555980682373047 (2.227990427324849) | > loss_disc_real_0: 0.13468120992183685 (0.1384909485857333) | > loss_disc_real_1: 0.20790919661521912 (0.19057246802314634) | > loss_disc_real_2: 0.20682647824287415 (0.19100052190403785) | > loss_disc_real_3: 0.21238592267036438 (0.2078733391338779) | > loss_disc_real_4: 0.1928681582212448 (0.19795474962842077) | > loss_disc_real_5: 0.2053007185459137 (0.2093109543765745) | > loss_0: 2.2555980682373047 (2.227990427324849) | > grad_norm_0: tensor(25.9282, device='cuda:0') (tensor(20.9099, device='cuda:0')) | > loss_gen: 2.4942028522491455 (2.725988864898681) | > loss_kl: 1.5189658403396606 (1.7092299422910135) | > loss_feat: 7.151237964630127 (8.15006351470948) | > loss_mel: 12.054474830627441 (13.055640835915842) | > loss_duration: 1.724993348121643 (1.670516473631705) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.94387435913086 (27.311439544923843) | > grad_norm_1: tensor(578.5652, device='cuda:0') (tensor(392.2195, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8418 (0.8544220962832051) | > loader_time: 0.0103 (0.010253529394826582)  --> TIME: 2025-05-11 01:40:57 -- STEP: 112/725 -- GLOBAL_STEP: 293200 | > loss_disc: 2.1936264038085938 (2.2090926489659717) | > loss_disc_real_0: 0.18717095255851746 (0.13744420245555902) | > loss_disc_real_1: 0.17559011280536652 (0.19085521543664594) | > loss_disc_real_2: 0.15437082946300507 (0.1884031768089959) | > loss_disc_real_3: 0.2146337926387787 (0.20519675207989557) | > loss_disc_real_4: 0.15243744850158691 (0.19510483236185142) | > loss_disc_real_5: 0.20884640514850616 (0.20792387332767248) | > loss_0: 2.1936264038085938 (2.2090926489659717) | > grad_norm_0: tensor(36.5496, device='cuda:0') (tensor(20.8950, device='cuda:0')) | > loss_gen: 2.8635740280151367 (2.750494867563248) | > loss_kl: 1.7103291749954224 (1.7093718637313162) | > loss_feat: 8.261432647705078 (8.240284655775344) | > loss_mel: 13.3469820022583 (13.080968865326474) | > loss_duration: 1.6671807765960693 (1.6741373187729292) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.84950065612793 (27.455257603100367) | > grad_norm_1: tensor(626.5235, device='cuda:0') (tensor(414.9672, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.831 (0.8517086463315147) | > loader_time: 0.0104 (0.01026615500450134)  --> TIME: 2025-05-11 01:41:40 -- STEP: 162/725 -- GLOBAL_STEP: 293250 | > loss_disc: 2.2506532669067383 (2.205763037557954) | > loss_disc_real_0: 0.13043653964996338 (0.13862037180382536) | > loss_disc_real_1: 0.20033366978168488 (0.19005911116614752) | > loss_disc_real_2: 0.18784134089946747 (0.1874564268890723) | > loss_disc_real_3: 0.2297970950603485 (0.20552250687722814) | > loss_disc_real_4: 0.2187337428331375 (0.19601905244736023) | > loss_disc_real_5: 0.20876263082027435 (0.2070341388936396) | > loss_0: 2.2506532669067383 (2.205763037557954) | > grad_norm_0: tensor(17.0058, device='cuda:0') (tensor(22.6299, device='cuda:0')) | > loss_gen: 2.6736342906951904 (2.766557329966698) | > loss_kl: 1.886434555053711 (1.7188766333791945) | > loss_feat: 7.542993545532227 (8.284145770249546) | > loss_mel: 12.58806324005127 (13.078786243627103) | > loss_duration: 1.6264064311981201 (1.6741915470288125) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.317529678344727 (27.52255755294988) | > grad_norm_1: tensor(423.9424, device='cuda:0') (tensor(423.2841, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8164 (0.8486408937124559) | > loader_time: 0.0108 (0.010104929959332501)  --> TIME: 2025-05-11 01:42:23 -- STEP: 212/725 -- GLOBAL_STEP: 293300 | > loss_disc: 2.2899913787841797 (2.202634980656065) | > loss_disc_real_0: 0.15837925672531128 (0.13709586356186637) | > loss_disc_real_1: 0.20606394112110138 (0.1901722567964275) | > loss_disc_real_2: 0.1982724517583847 (0.18699578392618113) | > loss_disc_real_3: 0.18953044712543488 (0.20496994411607966) | > loss_disc_real_4: 0.2010021060705185 (0.1954580396413803) | > loss_disc_real_5: 0.1766773909330368 (0.207035298336227) | > loss_0: 2.2899913787841797 (2.202634980656065) | > grad_norm_0: tensor(20.1051, device='cuda:0') (tensor(22.0060, device='cuda:0')) | > loss_gen: 2.7694451808929443 (2.7653744366933726) | > loss_kl: 1.7010524272918701 (1.7291660471907202) | > loss_feat: 7.664963722229004 (8.283684557338937) | > loss_mel: 12.455897331237793 (13.062196920502863) | > loss_duration: 1.6913764476776123 (1.674895558717116) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.28273582458496 (27.51531751200838) | > grad_norm_1: tensor(399.8383, device='cuda:0') (tensor(418.4024, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8486 (0.8490395276051648) | > loader_time: 0.0098 (0.010095633425802554)  --> TIME: 2025-05-11 01:43:06 -- STEP: 262/725 -- GLOBAL_STEP: 293350 | > loss_disc: 2.130460262298584 (2.203355627205535) | > loss_disc_real_0: 0.14867281913757324 (0.13715365790683798) | > loss_disc_real_1: 0.18738673627376556 (0.19025089574679163) | > loss_disc_real_2: 0.16996963322162628 (0.18742535604547914) | > loss_disc_real_3: 0.1864791065454483 (0.2049736329389893) | > loss_disc_real_4: 0.17490556836128235 (0.19525933572809204) | > loss_disc_real_5: 0.18683581054210663 (0.20769973707790593) | > loss_0: 2.130460262298584 (2.203355627205535) | > grad_norm_0: tensor(31.7949, device='cuda:0') (tensor(21.7724, device='cuda:0')) | > loss_gen: 2.673595905303955 (2.7617738865714045) | > loss_kl: 1.6951146125793457 (1.7256929378473123) | > loss_feat: 7.84613037109375 (8.258182212596632) | > loss_mel: 13.706369400024414 (13.03282633992552) | > loss_duration: 1.677039384841919 (1.6762477837446081) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.598249435424805 (27.454723176155383) | > grad_norm_1: tensor(536.7865, device='cuda:0') (tensor(418.9615, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8689 (0.8469770318679227) | > loader_time: 0.0105 (0.010009007599517589)  --> TIME: 2025-05-11 01:43:49 -- STEP: 312/725 -- GLOBAL_STEP: 293400 | > loss_disc: 2.048457384109497 (2.1989496854635378) | > loss_disc_real_0: 0.0891643539071083 (0.13734193931882951) | > loss_disc_real_1: 0.15806636214256287 (0.1893835364817045) | > loss_disc_real_2: 0.1732591986656189 (0.1869490954738397) | > loss_disc_real_3: 0.16801205277442932 (0.2047426079232724) | > loss_disc_real_4: 0.18497046828269958 (0.19505820074715677) | > loss_disc_real_5: 0.18390700221061707 (0.20690965203520578) | > loss_0: 2.048457384109497 (2.1989496854635378) | > grad_norm_0: tensor(48.3826, device='cuda:0') (tensor(22.5508, device='cuda:0')) | > loss_gen: 3.00449538230896 (2.771459164527747) | > loss_kl: 1.7246160507202148 (1.7273487131565035) | > loss_feat: 9.319421768188477 (8.296324879695208) | > loss_mel: 13.868297576904297 (13.065897079614498) | > loss_duration: 1.6694132089614868 (1.675344619231346) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.58624267578125 (27.536374477239754) | > grad_norm_1: tensor(693.4186, device='cuda:0') (tensor(422.2587, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8351 (0.8465705934243326) | > loader_time: 0.0095 (0.00997086748098716)  --> TIME: 2025-05-11 01:44:32 -- STEP: 362/725 -- GLOBAL_STEP: 293450 | > loss_disc: 2.196774482727051 (2.1981545825030935) | > loss_disc_real_0: 0.16481371223926544 (0.13725645492337005) | > loss_disc_real_1: 0.2126247137784958 (0.1894116536276775) | > loss_disc_real_2: 0.20772740244865417 (0.18731559858302382) | > loss_disc_real_3: 0.22470952570438385 (0.2044536519939729) | > loss_disc_real_4: 0.1909693032503128 (0.1949991380065186) | > loss_disc_real_5: 0.17176811397075653 (0.20653326340143194) | > loss_0: 2.196774482727051 (2.1981545825030935) | > grad_norm_0: tensor(25.1185, device='cuda:0') (tensor(22.8182, device='cuda:0')) | > loss_gen: 2.9233760833740234 (2.775341738653447) | > loss_kl: 1.9043141603469849 (1.7255709760755455) | > loss_feat: 8.810331344604492 (8.299376996182609) | > loss_mel: 13.169260025024414 (13.076473346731285) | > loss_duration: 1.6099731922149658 (1.674259469983327) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.417255401611328 (27.55102252433313) | > grad_norm_1: tensor(520.4530, device='cuda:0') (tensor(426.4858, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8337 (0.8466241932705623) | > loader_time: 0.01 (0.00992060432117947)  --> TIME: 2025-05-11 01:45:15 -- STEP: 412/725 -- GLOBAL_STEP: 293500 | > loss_disc: 2.2052536010742188 (2.2008348072616823) | > loss_disc_real_0: 0.15231426060199738 (0.13835784682588076) | > loss_disc_real_1: 0.194004088640213 (0.18985075677193483) | > loss_disc_real_2: 0.2023296356201172 (0.18757934832167852) | > loss_disc_real_3: 0.21975943446159363 (0.204820277946956) | > loss_disc_real_4: 0.21168048679828644 (0.19512026988476228) | > loss_disc_real_5: 0.19877173006534576 (0.206228859252432) | > loss_0: 2.2052536010742188 (2.2008348072616823) | > grad_norm_0: tensor(26.3440, device='cuda:0') (tensor(23.0480, device='cuda:0')) | > loss_gen: 2.765570878982544 (2.7729733215952392) | > loss_kl: 1.6467483043670654 (1.7254780597478432) | > loss_feat: 8.27916145324707 (8.271553999011964) | > loss_mel: 12.475510597229004 (13.041739139742068) | > loss_duration: 1.674586534500122 (1.674654842869749) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.84157943725586 (27.486399349657077) | > grad_norm_1: tensor(628.7608, device='cuda:0') (tensor(429.4114, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.854 (0.8475160222609067) | > loader_time: 0.0098 (0.009896726862898152)  --> TIME: 2025-05-11 01:45:58 -- STEP: 462/725 -- GLOBAL_STEP: 293550 | > loss_disc: 2.2423360347747803 (2.200266121785881) | > loss_disc_real_0: 0.12799446284770966 (0.1382393754244623) | > loss_disc_real_1: 0.17344973981380463 (0.18981392155865054) | > loss_disc_real_2: 0.18067677319049835 (0.18736538271625316) | > loss_disc_real_3: 0.21824558079242706 (0.20488129762602064) | > loss_disc_real_4: 0.17867770791053772 (0.1949575832073307) | > loss_disc_real_5: 0.20384596288204193 (0.20645863095145206) | > loss_0: 2.2423360347747803 (2.200266121785881) | > grad_norm_0: tensor(8.8643, device='cuda:0') (tensor(22.6738, device='cuda:0')) | > loss_gen: 2.6077024936676025 (2.7704901364974654) | > loss_kl: 1.6933996677398682 (1.7234036726352966) | > loss_feat: 8.241190910339355 (8.270100666847066) | > loss_mel: 13.312358856201172 (13.047944040009474) | > loss_duration: 1.7016535997390747 (1.674645255654405) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.556304931640625 (27.48658373861602) | > grad_norm_1: tensor(199.0857, device='cuda:0') (tensor(424.8531, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.7829 (0.8468332739619466) | > loader_time: 0.0097 (0.009892829568871175)  --> TIME: 2025-05-11 01:46:41 -- STEP: 512/725 -- GLOBAL_STEP: 293600 | > loss_disc: 2.0838639736175537 (2.2014511781744686) | > loss_disc_real_0: 0.16717131435871124 (0.13893712306162326) | > loss_disc_real_1: 0.15996043384075165 (0.18979605560889468) | > loss_disc_real_2: 0.17826874554157257 (0.18740823899861422) | > loss_disc_real_3: 0.17066098749637604 (0.2047547453839798) | > loss_disc_real_4: 0.156327024102211 (0.19490198892890478) | > loss_disc_real_5: 0.2181568145751953 (0.20658669018303044) | > loss_0: 2.0838639736175537 (2.2014511781744686) | > grad_norm_0: tensor(20.7472, device='cuda:0') (tensor(22.9423, device='cuda:0')) | > loss_gen: 2.9548048973083496 (2.770601120777429) | > loss_kl: 1.7553339004516602 (1.721293322509154) | > loss_feat: 9.49050235748291 (8.271444030106075) | > loss_mel: 14.609597206115723 (13.059589838609103) | > loss_duration: 1.6321130990982056 (1.6750102199148384) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.442352294921875 (27.4979385137558) | > grad_norm_1: tensor(524.8135, device='cuda:0') (tensor(427.1283, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8516 (0.8466022480279208) | > loader_time: 0.0106 (0.009905399754643442)  --> TIME: 2025-05-11 01:47:24 -- STEP: 562/725 -- GLOBAL_STEP: 293650 | > loss_disc: 2.02707839012146 (2.2013734808171797) | > loss_disc_real_0: 0.11656787246465683 (0.1385277796974172) | > loss_disc_real_1: 0.18971799314022064 (0.1901335992528875) | > loss_disc_real_2: 0.1698608696460724 (0.18740696608489946) | > loss_disc_real_3: 0.1976137012243271 (0.20490862418536196) | > loss_disc_real_4: 0.22374096512794495 (0.19486222066170802) | > loss_disc_real_5: 0.18831592798233032 (0.20651607634333954) | > loss_0: 2.02707839012146 (2.2013734808171797) | > grad_norm_0: tensor(19.7356, device='cuda:0') (tensor(22.6314, device='cuda:0')) | > loss_gen: 3.0446465015411377 (2.7711807370610106) | > loss_kl: 1.5656782388687134 (1.7246293813732592) | > loss_feat: 10.472067832946777 (8.273660420522994) | > loss_mel: 14.460375785827637 (13.072364387987351) | > loss_duration: 1.635642647743225 (1.675121476429637) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.17841339111328 (27.516956397222877) | > grad_norm_1: tensor(367.4902, device='cuda:0') (tensor(425.6832, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8917 (0.8463415259568294) | > loader_time: 0.0113 (0.00988358068296494)  --> TIME: 2025-05-11 01:48:07 -- STEP: 612/725 -- GLOBAL_STEP: 293700 | > loss_disc: 2.218116283416748 (2.2005725086124897) | > loss_disc_real_0: 0.15861602127552032 (0.13826102288622455) | > loss_disc_real_1: 0.2000778168439865 (0.19024148003922567) | > loss_disc_real_2: 0.18462468683719635 (0.1872642244778428) | > loss_disc_real_3: 0.23587380349636078 (0.20503897977128524) | > loss_disc_real_4: 0.24064619839191437 (0.19502407207695477) | > loss_disc_real_5: 0.22373972833156586 (0.20647829773476703) | > loss_0: 2.218116283416748 (2.2005725086124897) | > grad_norm_0: tensor(25.7622, device='cuda:0') (tensor(22.5385, device='cuda:0')) | > loss_gen: 2.8590879440307617 (2.7742535078447657) | > loss_kl: 1.629456877708435 (1.7265656639158324) | > loss_feat: 7.930280685424805 (8.293440157291945) | > loss_mel: 13.277189254760742 (13.097801864536759) | > loss_duration: 1.6130398511886597 (1.674368008873821) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.309053421020508 (27.566429212981586) | > grad_norm_1: tensor(538.2852, device='cuda:0') (tensor(425.7276, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8052 (0.8467027338501678) | > loader_time: 0.0097 (0.009902718020420453)  --> TIME: 2025-05-11 01:48:50 -- STEP: 662/725 -- GLOBAL_STEP: 293750 | > loss_disc: 2.2350945472717285 (2.2005777677740577) | > loss_disc_real_0: 0.1671287566423416 (0.13824981194428418) | > loss_disc_real_1: 0.18865938484668732 (0.19020426707775578) | > loss_disc_real_2: 0.22709043323993683 (0.18721888189589508) | > loss_disc_real_3: 0.21877694129943848 (0.20483523098543682) | > loss_disc_real_4: 0.20110969245433807 (0.19495243738965304) | > loss_disc_real_5: 0.22410273551940918 (0.20669678722443538) | > loss_0: 2.2350945472717285 (2.2005777677740577) | > grad_norm_0: tensor(20.8416, device='cuda:0') (tensor(22.1887, device='cuda:0')) | > loss_gen: 2.768381357192993 (2.7738183488298436) | > loss_kl: 1.931433081626892 (1.7289695320172602) | > loss_feat: 7.561752796173096 (8.291062440036656) | > loss_mel: 12.689803123474121 (13.094938609535241) | > loss_duration: 1.6805956363677979 (1.6744491380507132) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.63196563720703 (27.563238060366356) | > grad_norm_1: tensor(403.7629, device='cuda:0') (tensor(421.7462, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.868 (0.8461107876365642) | > loader_time: 0.0101 (0.009901355040397535)  --> TIME: 2025-05-11 01:49:33 -- STEP: 712/725 -- GLOBAL_STEP: 293800 | > loss_disc: 2.2086434364318848 (2.2039061618989773) | > loss_disc_real_0: 0.14754588901996613 (0.13838718103223951) | > loss_disc_real_1: 0.18361319601535797 (0.1904377211303859) | > loss_disc_real_2: 0.1956009715795517 (0.18748468443165342) | > loss_disc_real_3: 0.2320282757282257 (0.20507371574221694) | > loss_disc_real_4: 0.17437683045864105 (0.19514540997281482) | > loss_disc_real_5: 0.20126503705978394 (0.20715496262137809) | > loss_0: 2.2086434364318848 (2.2039061618989773) | > grad_norm_0: tensor(17.7401, device='cuda:0') (tensor(22.1644, device='cuda:0')) | > loss_gen: 2.644557476043701 (2.7700527752383417) | > loss_kl: 1.8270434141159058 (1.7315315212426552) | > loss_feat: 8.068078994750977 (8.276218122980582) | > loss_mel: 13.23070240020752 (13.089888898174415) | > loss_duration: 1.6547976732254028 (1.6740938944093298) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.425180435180664 (27.541785191953856) | > grad_norm_1: tensor(427.5856, device='cuda:0') (tensor(419.4903, device='cuda:0')) | > current_lr_0: 0.00019165362421950594 | > current_lr_1: 0.00019165362421950594 | > step_time: 0.8234 (0.8466777861788035) | > loader_time: 0.0108 (0.00989343276184597)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.365105628967285 (2.365105628967285) | > loss_disc_real_0: 0.20462004840373993 (0.20462004840373993) | > loss_disc_real_1: 0.18906797468662262 (0.18906797468662262) | > loss_disc_real_2: 0.18069811165332794 (0.18069811165332794) | > loss_disc_real_3: 0.22973434627056122 (0.22973434627056122) | > loss_disc_real_4: 0.25431695580482483 (0.25431695580482483) | > loss_disc_real_5: 0.27297112345695496 (0.27297112345695496) | > loss_0: 2.365105628967285 (2.365105628967285) | > loss_gen: 2.759993553161621 (2.759993553161621) | > loss_kl: 1.9580514430999756 (1.9580514430999756) | > loss_feat: 7.526176929473877 (7.526176929473877) | > loss_mel: 12.498638153076172 (12.498638153076172) | > loss_duration: 1.711652159690857 (1.711652159690857) | > loss_1: 26.454511642456055 (26.454511642456055)  --> STEP: 1 | > loss_disc: 2.2295587062835693 (2.2295587062835693) | > loss_disc_real_0: 0.18557722866535187 (0.18557722866535187) | > loss_disc_real_1: 0.16220912337303162 (0.16220912337303162) | > loss_disc_real_2: 0.1597527116537094 (0.1597527116537094) | > loss_disc_real_3: 0.2472972571849823 (0.2472972571849823) | > loss_disc_real_4: 0.23774325847625732 (0.23774325847625732) | > loss_disc_real_5: 0.2655552327632904 (0.2655552327632904) | > loss_0: 2.2295587062835693 (2.2295587062835693) | > loss_gen: 2.8988702297210693 (2.8988702297210693) | > loss_kl: 2.1008307933807373 (2.1008307933807373) | > loss_feat: 8.201436042785645 (8.201436042785645) | > loss_mel: 13.919477462768555 (13.919477462768555) | > loss_duration: 1.8260332345962524 (1.8260332345962524) | > loss_1: 28.94664764404297 (28.94664764404297)  --> STEP: 2 | > loss_disc: 2.2572336196899414 (2.2433961629867554) | > loss_disc_real_0: 0.1955084204673767 (0.1905428245663643) | > loss_disc_real_1: 0.1585168093442917 (0.16036296635866165) | > loss_disc_real_2: 0.1742822676897049 (0.16701748967170715) | > loss_disc_real_3: 0.24629993736743927 (0.24679859727621078) | > loss_disc_real_4: 0.2786756455898285 (0.2582094520330429) | > loss_disc_real_5: 0.2598564326763153 (0.26270583271980286) | > loss_0: 2.2572336196899414 (2.2433961629867554) | > loss_gen: 3.0455775260925293 (2.9722238779067993) | > loss_kl: 2.0846052169799805 (2.092718005180359) | > loss_feat: 9.347448348999023 (8.774442195892334) | > loss_mel: 14.58436393737793 (14.251920700073242) | > loss_duration: 1.8448750972747803 (1.8354541659355164) | > loss_1: 30.906871795654297 (29.926759719848633)  --> STEP: 3 | > loss_disc: 2.1564173698425293 (2.21440323193868) | > loss_disc_real_0: 0.19444480538368225 (0.19184348483880362) | > loss_disc_real_1: 0.16844429075717926 (0.1630567411581675) | > loss_disc_real_2: 0.15865764021873474 (0.16423087318738303) | > loss_disc_real_3: 0.23922641575336456 (0.24427453676859537) | > loss_disc_real_4: 0.2424311339855194 (0.2529500126838684) | > loss_disc_real_5: 0.2690719962120056 (0.2648278872172038) | > loss_0: 2.1564173698425293 (2.21440323193868) | > loss_gen: 3.1355161666870117 (3.0266546408335366) | > loss_kl: 2.07403826713562 (2.086491425832113) | > loss_feat: 9.289119720458984 (8.946001370747885) | > loss_mel: 14.588337898254395 (14.364059766133627) | > loss_duration: 1.8343024253845215 (1.835070252418518) | > loss_1: 30.921316146850586 (30.258278528849285)  --> STEP: 4 | > loss_disc: 2.2553892135620117 (2.224649727344513) | > loss_disc_real_0: 0.1871233731508255 (0.19066345691680908) | > loss_disc_real_1: 0.17739401757717133 (0.16664106026291847) | > loss_disc_real_2: 0.15277798473834991 (0.16136765107512474) | > loss_disc_real_3: 0.24068276584148407 (0.24337659403681755) | > loss_disc_real_4: 0.25662413239479065 (0.25386854261159897) | > loss_disc_real_5: 0.2811044752597809 (0.26889703422784805) | > loss_0: 2.2553892135620117 (2.224649727344513) | > loss_gen: 3.168302536010742 (3.062066614627838) | > loss_kl: 1.9384278059005737 (2.049475520849228) | > loss_feat: 10.33500862121582 (9.293253183364868) | > loss_mel: 15.517465591430664 (14.652411222457886) | > loss_duration: 1.7830305099487305 (1.8220603168010712) | > loss_1: 32.74223327636719 (30.87926721572876) --> EVAL PERFORMANCE | > avg_loader_time: 0.2785032391548157 (-0.004941821098327637) | > avg_loss_disc: 2.224649727344513 (+0.02270793914794922) | > avg_loss_disc_real_0: 0.19066345691680908 (+0.017257560044527054) | > avg_loss_disc_real_1: 0.16664106026291847 (-0.028132066130638123) | > avg_loss_disc_real_2: 0.16136765107512474 (-0.051429618149995804) | > avg_loss_disc_real_3: 0.24337659403681755 (+0.018618639558553696) | > avg_loss_disc_real_4: 0.25386854261159897 (+0.009281076490879059) | > avg_loss_disc_real_5: 0.26889703422784805 (+0.01918938010931015) | > avg_loss_0: 2.224649727344513 (+0.02270793914794922) | > avg_loss_gen: 3.062066614627838 (-0.038710832595825195) | > avg_loss_kl: 2.049475520849228 (+0.08484441041946411) | > avg_loss_feat: 9.293253183364868 (+0.8363341093063354) | > avg_loss_mel: 14.652411222457886 (+1.0403597354888916) | > avg_loss_duration: 1.8220603168010712 (-0.009573787450790405) | > avg_loss_1: 30.87926721572876 (+1.913254737854004)  > EPOCH: 342/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 01:49:50)   --> TIME: 2025-05-11 01:50:25 -- STEP: 37/725 -- GLOBAL_STEP: 293850 | > loss_disc: 2.2380688190460205 (2.2248201305801802) | > loss_disc_real_0: 0.1465730369091034 (0.13650797569268458) | > loss_disc_real_1: 0.18185339868068695 (0.1917455760208336) | > loss_disc_real_2: 0.20294949412345886 (0.19192537987554395) | > loss_disc_real_3: 0.21624217927455902 (0.2070270253194345) | > loss_disc_real_4: 0.19154657423496246 (0.19510421922078003) | > loss_disc_real_5: 0.21818006038665771 (0.21223533234080752) | > loss_0: 2.2380688190460205 (2.2248201305801802) | > grad_norm_0: tensor(20.6812, device='cuda:0') (tensor(17.8875, device='cuda:0')) | > loss_gen: 2.6794393062591553 (2.7104084040667558) | > loss_kl: 1.7618424892425537 (1.74514656131332) | > loss_feat: 8.084397315979004 (8.021426742141308) | > loss_mel: 11.938758850097656 (12.807244171967378) | > loss_duration: 1.682485580444336 (1.6717582328899487) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.14692497253418 (26.955983960950697) | > grad_norm_1: tensor(510.0135, device='cuda:0') (tensor(390.2250, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8632 (0.8542836807869576) | > loader_time: 0.0103 (0.01072663874239535)  --> TIME: 2025-05-11 01:51:08 -- STEP: 87/725 -- GLOBAL_STEP: 293900 | > loss_disc: 2.1758487224578857 (2.2084943343853136) | > loss_disc_real_0: 0.14685964584350586 (0.13713090421482066) | > loss_disc_real_1: 0.19779671728610992 (0.19060240548917626) | > loss_disc_real_2: 0.18220792710781097 (0.18995257509850907) | > loss_disc_real_3: 0.21977877616882324 (0.20598511038155393) | > loss_disc_real_4: 0.2043401002883911 (0.19567966461181643) | > loss_disc_real_5: 0.23590947687625885 (0.2086267337716859) | > loss_0: 2.1758487224578857 (2.2084943343853136) | > grad_norm_0: tensor(22.4759, device='cuda:0') (tensor(18.8598, device='cuda:0')) | > loss_gen: 2.842838764190674 (2.7388835693227835) | > loss_kl: 1.60640549659729 (1.7405083974202473) | > loss_feat: 8.421802520751953 (8.18310627444037) | > loss_mel: 14.097640991210938 (12.934047720898157) | > loss_duration: 1.6447938680648804 (1.671323659776271) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.613481521606445 (27.267869510869872) | > grad_norm_1: tensor(314.2825, device='cuda:0') (tensor(397.7216, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.826 (0.8572037959920948) | > loader_time: 0.0106 (0.010297731421459679)  --> TIME: 2025-05-11 01:51:52 -- STEP: 137/725 -- GLOBAL_STEP: 293950 | > loss_disc: 2.1696057319641113 (2.2037446437961004) | > loss_disc_real_0: 0.16022688150405884 (0.13669801470789597) | > loss_disc_real_1: 0.16659627854824066 (0.18997723712538286) | > loss_disc_real_2: 0.16054598987102509 (0.18890618331675985) | > loss_disc_real_3: 0.18746961653232574 (0.20479587971294017) | > loss_disc_real_4: 0.17452748119831085 (0.1953658177687304) | > loss_disc_real_5: 0.2281942218542099 (0.209273532468037) | > loss_0: 2.1696057319641113 (2.2037446437961004) | > grad_norm_0: tensor(31.9129, device='cuda:0') (tensor(19.6880, device='cuda:0')) | > loss_gen: 2.8290507793426514 (2.746128599139026) | > loss_kl: 1.8517612218856812 (1.7469376377815748) | > loss_feat: 8.60898494720459 (8.227169872200392) | > loss_mel: 13.00308609008789 (12.980104028743549) | > loss_duration: 1.6593683958053589 (1.6723754562600686) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.952251434326172 (27.372715511461244) | > grad_norm_1: tensor(215.3897, device='cuda:0') (tensor(402.4234, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8217 (0.8543435378666342) | > loader_time: 0.0089 (0.010081221587466497)  --> TIME: 2025-05-11 01:52:35 -- STEP: 187/725 -- GLOBAL_STEP: 294000 | > loss_disc: 2.2159156799316406 (2.1987689070523118) | > loss_disc_real_0: 0.18237468600273132 (0.13659513355257674) | > loss_disc_real_1: 0.20213407278060913 (0.18943358702774354) | > loss_disc_real_2: 0.20662899315357208 (0.18915757345643272) | > loss_disc_real_3: 0.20744220912456512 (0.20447623689863134) | > loss_disc_real_4: 0.2113599181175232 (0.19529316729721546) | > loss_disc_real_5: 0.2237531691789627 (0.20741779225714066) | > loss_0: 2.2159156799316406 (2.1987689070523118) | > grad_norm_0: tensor(33.9214, device='cuda:0') (tensor(20.4927, device='cuda:0')) | > loss_gen: 2.8105170726776123 (2.763245395160614) | > loss_kl: 1.7588579654693604 (1.7389177013846004) | > loss_feat: 9.112594604492188 (8.295852018550109) | > loss_mel: 14.314745903015137 (13.077290397276853) | > loss_duration: 1.6881176233291626 (1.674144973091901) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.684833526611328 (27.549450379641936) | > grad_norm_1: tensor(450.4710, device='cuda:0') (tensor(419.5113, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8464 (0.8541445846863609) | > loader_time: 0.0109 (0.010067784212489817) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_294000.pth  --> TIME: 2025-05-11 01:53:21 -- STEP: 237/725 -- GLOBAL_STEP: 294050 | > loss_disc: 2.188955783843994 (2.2028402150431776) | > loss_disc_real_0: 0.1623549908399582 (0.13779267741029283) | > loss_disc_real_1: 0.2037745714187622 (0.1898382157716067) | > loss_disc_real_2: 0.1996474266052246 (0.1894824914162672) | > loss_disc_real_3: 0.24282704293727875 (0.20467007895813713) | > loss_disc_real_4: 0.23756346106529236 (0.19573453144182137) | > loss_disc_real_5: 0.22823409736156464 (0.20740240724277897) | > loss_0: 2.188955783843994 (2.2028402150431776) | > grad_norm_0: tensor(32.2268, device='cuda:0') (tensor(20.2528, device='cuda:0')) | > loss_gen: 2.808720350265503 (2.759801835450442) | > loss_kl: 1.9012795686721802 (1.7327747681975867) | > loss_feat: 8.751006126403809 (8.265935221804842) | > loss_mel: 13.368630409240723 (13.071620321475) | > loss_duration: 1.6626050472259521 (1.6735220820591925) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.49224090576172 (27.50365410977778) | > grad_norm_1: tensor(205.4809, device='cuda:0') (tensor(400.7360, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8078 (0.8541633770938664) | > loader_time: 0.0091 (0.010142023553325155)  --> TIME: 2025-05-11 01:54:04 -- STEP: 287/725 -- GLOBAL_STEP: 294100 | > loss_disc: 2.233978748321533 (2.205904674446957) | > loss_disc_real_0: 0.11474288254976273 (0.13840414472054113) | > loss_disc_real_1: 0.19085155427455902 (0.18955701703809286) | > loss_disc_real_2: 0.1841587871313095 (0.18963729187794262) | > loss_disc_real_3: 0.22278204560279846 (0.20435394616700214) | > loss_disc_real_4: 0.22665949165821075 (0.19583898917723208) | > loss_disc_real_5: 0.20978917181491852 (0.20782159139054987) | > loss_0: 2.233978748321533 (2.205904674446957) | > grad_norm_0: tensor(6.4574, device='cuda:0') (tensor(19.9889, device='cuda:0')) | > loss_gen: 2.6563899517059326 (2.7512378003123747) | > loss_kl: 1.6847530603408813 (1.7275981142961188) | > loss_feat: 7.45714807510376 (8.225300307057871) | > loss_mel: 11.986403465270996 (13.032320550925224) | > loss_duration: 1.6819796562194824 (1.673551844802883) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.466672897338867 (27.410008506907815) | > grad_norm_1: tensor(229.1801, device='cuda:0') (tensor(394.3619, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8153 (0.8533904170325409) | > loader_time: 0.0097 (0.010137663485696507)  --> TIME: 2025-05-11 01:54:48 -- STEP: 337/725 -- GLOBAL_STEP: 294150 | > loss_disc: 1.9829554557800293 (2.2097601504990894) | > loss_disc_real_0: 0.10270898044109344 (0.13913844952509036) | > loss_disc_real_1: 0.15459473431110382 (0.1895180624475819) | > loss_disc_real_2: 0.15335553884506226 (0.18972844791872212) | > loss_disc_real_3: 0.21796761453151703 (0.20449672170668748) | > loss_disc_real_4: 0.1813170462846756 (0.1960506035949073) | > loss_disc_real_5: 0.17135660350322723 (0.2083249867227734) | > loss_0: 1.9829554557800293 (2.2097601504990894) | > grad_norm_0: tensor(18.0992, device='cuda:0') (tensor(19.8841, device='cuda:0')) | > loss_gen: 2.9883012771606445 (2.7464389701979095) | > loss_kl: 1.7865670919418335 (1.7265062753100076) | > loss_feat: 9.948525428771973 (8.196930794758323) | > loss_mel: 15.740160942077637 (13.014818737697885) | > loss_duration: 1.6547572612762451 (1.6725480666146435) | > amp_scaler: 128.0 (128.0) | > loss_1: 32.11831283569336 (27.357242765341734) | > grad_norm_1: tensor(524.2599, device='cuda:0') (tensor(389.0808, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 1.3032 (0.8542144404674497) | > loader_time: 0.0108 (0.010191250271896227)  --> TIME: 2025-05-11 01:55:31 -- STEP: 387/725 -- GLOBAL_STEP: 294200 | > loss_disc: 2.2748286724090576 (2.2095911801631445) | > loss_disc_real_0: 0.15071414411067963 (0.13880057461579015) | > loss_disc_real_1: 0.17348940670490265 (0.18989614510875036) | > loss_disc_real_2: 0.1919413059949875 (0.1896313110833328) | > loss_disc_real_3: 0.20300287008285522 (0.204463443706818) | > loss_disc_real_4: 0.20210972428321838 (0.19584253056874878) | > loss_disc_real_5: 0.21639865636825562 (0.20837151357369815) | > loss_0: 2.2748286724090576 (2.2095911801631445) | > grad_norm_0: tensor(17.7071, device='cuda:0') (tensor(19.8150, device='cuda:0')) | > loss_gen: 2.774500608444214 (2.7449592995705228) | > loss_kl: 1.6078243255615234 (1.7265656028299066) | > loss_feat: 7.454298496246338 (8.180161424385481) | > loss_mel: 11.720999717712402 (13.00349050221209) | > loss_duration: 1.7430198192596436 (1.672573788837561) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.300642013549805 (27.327750533742186) | > grad_norm_1: tensor(95.7952, device='cuda:0') (tensor(385.8349, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8555 (0.853571706964064) | > loader_time: 0.0096 (0.010192218677018042)  --> TIME: 2025-05-11 01:56:14 -- STEP: 437/725 -- GLOBAL_STEP: 294250 | > loss_disc: 2.1601834297180176 (2.2102172219234966) | > loss_disc_real_0: 0.0874042809009552 (0.13885871847788847) | > loss_disc_real_1: 0.1742291897535324 (0.1902009094266106) | > loss_disc_real_2: 0.17427696287631989 (0.1893278146567552) | > loss_disc_real_3: 0.20722031593322754 (0.20463515211160993) | > loss_disc_real_4: 0.16424494981765747 (0.19599345721969344) | > loss_disc_real_5: 0.20594070851802826 (0.20828500979961453) | > loss_0: 2.1601834297180176 (2.2102172219234966) | > grad_norm_0: tensor(12.9307, device='cuda:0') (tensor(19.9700, device='cuda:0')) | > loss_gen: 2.752281904220581 (2.7465187712173993) | > loss_kl: 1.6966553926467896 (1.726591070674923) | > loss_feat: 8.96588134765625 (8.187219521546524) | > loss_mel: 13.862838745117188 (12.997578496518342) | > loss_duration: 1.64363694190979 (1.6724451804870326) | > amp_scaler: 256.0 (140.5949656750573) | > loss_1: 28.921293258666992 (27.330352970882736) | > grad_norm_1: tensor(288.6989, device='cuda:0') (tensor(385.3423, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.891 (0.8532506273867609) | > loader_time: 0.0098 (0.010199083070733186)  --> TIME: 2025-05-11 01:56:57 -- STEP: 487/725 -- GLOBAL_STEP: 294300 | > loss_disc: 2.1774508953094482 (2.209814989346499) | > loss_disc_real_0: 0.0949818342924118 (0.13861660657783303) | > loss_disc_real_1: 0.17990706861019135 (0.19025251006198862) | > loss_disc_real_2: 0.1834789663553238 (0.18898031920255823) | > loss_disc_real_3: 0.22788690030574799 (0.20467111942582059) | > loss_disc_real_4: 0.17071066796779633 (0.1957544039713039) | > loss_disc_real_5: 0.1819901317358017 (0.2085192389862737) | > loss_0: 2.1774508953094482 (2.209814989346499) | > grad_norm_0: tensor(17.9026, device='cuda:0') (tensor(20.0550, device='cuda:0')) | > loss_gen: 2.9583098888397217 (2.746496184895416) | > loss_kl: 1.6093376874923706 (1.7237406344873953) | > loss_feat: 9.276155471801758 (8.186031906511747) | > loss_mel: 13.665852546691895 (12.996979460823953) | > loss_duration: 1.673815369606018 (1.6731186637643427) | > amp_scaler: 256.0 (152.4435318275155) | > loss_1: 29.183469772338867 (27.32636680054713) | > grad_norm_1: tensor(379.0457, device='cuda:0') (tensor(387.9086, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8026 (0.8525695546206997) | > loader_time: 0.0102 (0.010194420080165358)  --> TIME: 2025-05-11 01:57:40 -- STEP: 537/725 -- GLOBAL_STEP: 294350 | > loss_disc: 2.1465158462524414 (2.2125038792079175) | > loss_disc_real_0: 0.14478382468223572 (0.13922537136233268) | > loss_disc_real_1: 0.18340402841567993 (0.19061567463688348) | > loss_disc_real_2: 0.18253763020038605 (0.18905971197886617) | > loss_disc_real_3: 0.21721816062927246 (0.20479962937325732) | > loss_disc_real_4: 0.1737714558839798 (0.19603666024945077) | > loss_disc_real_5: 0.21968771517276764 (0.20865210155424005) | > loss_0: 2.1465158462524414 (2.2125038792079175) | > grad_norm_0: tensor(17.7835, device='cuda:0') (tensor(19.9018, device='cuda:0')) | > loss_gen: 2.726085662841797 (2.7431974495367415) | > loss_kl: 1.6397703886032104 (1.7240739317135665) | > loss_feat: 8.519750595092773 (8.166752043605069) | > loss_mel: 13.158584594726562 (12.984142049508831) | > loss_duration: 1.6934096813201904 (1.6736648841943156) | > amp_scaler: 256.0 (162.08566108007457) | > loss_1: 27.737600326538086 (27.29183031149638) | > grad_norm_1: tensor(471.3479, device='cuda:0') (tensor(381.7302, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.843 (0.851699370467685) | > loader_time: 0.0092 (0.010204553604125982)  --> TIME: 2025-05-11 01:58:23 -- STEP: 587/725 -- GLOBAL_STEP: 294400 | > loss_disc: 2.076658248901367 (2.213291380433859) | > loss_disc_real_0: 0.11291787028312683 (0.13921976086939006) | > loss_disc_real_1: 0.2260129600763321 (0.19069338748564718) | > loss_disc_real_2: 0.19600801169872284 (0.1890888100131406) | > loss_disc_real_3: 0.16665098071098328 (0.20497239872280124) | > loss_disc_real_4: 0.2014520764350891 (0.19613343781872553) | > loss_disc_real_5: 0.19367088377475739 (0.20853222315112394) | > loss_0: 2.076658248901367 (2.213291380433859) | > grad_norm_0: tensor(26.9250, device='cuda:0') (tensor(19.9880, device='cuda:0')) | > loss_gen: 2.93580961227417 (2.7441190259826254) | > loss_kl: 1.6586772203445435 (1.7249228200879987) | > loss_feat: 9.222729682922363 (8.162154042538017) | > loss_mel: 14.423253059387207 (12.97350390237681) | > loss_duration: 1.6610783338546753 (1.6729798075287672) | > amp_scaler: 256.0 (170.0851788756389) | > loss_1: 29.901548385620117 (27.277679527841585) | > grad_norm_1: tensor(584.2781, device='cuda:0') (tensor(384.5956, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.84 (0.8511842568444637) | > loader_time: 0.0103 (0.010199805540770447)  --> TIME: 2025-05-11 01:59:06 -- STEP: 637/725 -- GLOBAL_STEP: 294450 | > loss_disc: 2.211674690246582 (2.213415705802114) | > loss_disc_real_0: 0.11182968318462372 (0.13890698291302855) | > loss_disc_real_1: 0.17565597593784332 (0.19081531385518324) | > loss_disc_real_2: 0.18195244669914246 (0.1891998877190345) | > loss_disc_real_3: 0.2089807093143463 (0.20494422353979544) | > loss_disc_real_4: 0.16550737619400024 (0.19642231747905742) | > loss_disc_real_5: 0.2326202690601349 (0.20836537166424018) | > loss_0: 2.211674690246582 (2.213415705802114) | > grad_norm_0: tensor(12.6603, device='cuda:0') (tensor(20.0694, device='cuda:0')) | > loss_gen: 2.907306671142578 (2.7449937836154477) | > loss_kl: 1.6980869770050049 (1.723728863747566) | > loss_feat: 9.133854866027832 (8.168315488464977) | > loss_mel: 13.534505844116211 (12.992647145569226) | > loss_duration: 1.6524453163146973 (1.6727964348471145) | > amp_scaler: 256.0 (176.82888540031405) | > loss_1: 28.926198959350586 (27.30248165879181) | > grad_norm_1: tensor(362.5549, device='cuda:0') (tensor(386.0750, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8499 (0.8509792869843343) | > loader_time: 0.0096 (0.010187436871850511)  --> TIME: 2025-05-11 01:59:49 -- STEP: 687/725 -- GLOBAL_STEP: 294500 | > loss_disc: 2.2100203037261963 (2.2122944727041127) | > loss_disc_real_0: 0.16178439557552338 (0.1390145276137662) | > loss_disc_real_1: 0.20880044996738434 (0.19082273187161888) | > loss_disc_real_2: 0.17385482788085938 (0.1891437202388369) | > loss_disc_real_3: 0.22473694384098053 (0.2049940547741829) | > loss_disc_real_4: 0.21184159815311432 (0.19628508562517663) | > loss_disc_real_5: 0.2013942301273346 (0.2080176958957959) | > loss_0: 2.2100203037261963 (2.2122944727041127) | > grad_norm_0: tensor(23.9102, device='cuda:0') (tensor(20.0593, device='cuda:0')) | > loss_gen: 2.854456663131714 (2.7475633333170073) | > loss_kl: 1.717024564743042 (1.7229224356674913) | > loss_feat: 8.632241249084473 (8.175890803857655) | > loss_mel: 12.738966941833496 (12.99892701783381) | > loss_duration: 1.6726527214050293 (1.6726714780410479) | > amp_scaler: 256.0 (182.59097525473064) | > loss_1: 27.61534309387207 (27.317975012322517) | > grad_norm_1: tensor(492.8920, device='cuda:0') (tensor(383.7382, device='cuda:0')) | > current_lr_0: 0.0001916296675164785 | > current_lr_1: 0.0001916296675164785 | > step_time: 0.8402 (0.8503436368972801) | > loader_time: 0.01 (0.010148360392585766)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3698434829711914 (2.3698434829711914) | > loss_disc_real_0: 0.18830473721027374 (0.18830473721027374) | > loss_disc_real_1: 0.17675532400608063 (0.17675532400608063) | > loss_disc_real_2: 0.16719861328601837 (0.16719861328601837) | > loss_disc_real_3: 0.2668102979660034 (0.2668102979660034) | > loss_disc_real_4: 0.310275137424469 (0.310275137424469) | > loss_disc_real_5: 0.2680847942829132 (0.2680847942829132) | > loss_0: 2.3698434829711914 (2.3698434829711914) | > loss_gen: 2.885237216949463 (2.885237216949463) | > loss_kl: 2.0413804054260254 (2.0413804054260254) | > loss_feat: 8.017470359802246 (8.017470359802246) | > loss_mel: 12.827740669250488 (12.827740669250488) | > loss_duration: 1.7055718898773193 (1.7055718898773193) | > loss_1: 27.477401733398438 (27.477401733398438)  --> STEP: 1 | > loss_disc: 2.2537355422973633 (2.2537355422973633) | > loss_disc_real_0: 0.15929967164993286 (0.15929967164993286) | > loss_disc_real_1: 0.17869873344898224 (0.17869873344898224) | > loss_disc_real_2: 0.17303641140460968 (0.17303641140460968) | > loss_disc_real_3: 0.22775152325630188 (0.22775152325630188) | > loss_disc_real_4: 0.25630685687065125 (0.25630685687065125) | > loss_disc_real_5: 0.21901126205921173 (0.21901126205921173) | > loss_0: 2.2537355422973633 (2.2537355422973633) | > loss_gen: 2.808002471923828 (2.808002471923828) | > loss_kl: 2.0300238132476807 (2.0300238132476807) | > loss_feat: 8.219982147216797 (8.219982147216797) | > loss_mel: 13.896053314208984 (13.896053314208984) | > loss_duration: 1.8045724630355835 (1.8045724630355835) | > loss_1: 28.758634567260742 (28.758634567260742)  --> STEP: 2 | > loss_disc: 2.233889579772949 (2.2438125610351562) | > loss_disc_real_0: 0.14476855099201202 (0.15203411132097244) | > loss_disc_real_1: 0.18060342967510223 (0.17965108156204224) | > loss_disc_real_2: 0.14911878108978271 (0.1610775962471962) | > loss_disc_real_3: 0.2485942244529724 (0.23817287385463715) | > loss_disc_real_4: 0.27850303053855896 (0.2674049437046051) | > loss_disc_real_5: 0.24210260808467865 (0.2305569350719452) | > loss_0: 2.233889579772949 (2.2438125610351562) | > loss_gen: 2.9750053882598877 (2.891503930091858) | > loss_kl: 1.9734269380569458 (2.0017253756523132) | > loss_feat: 9.270502090454102 (8.74524211883545) | > loss_mel: 14.981918334960938 (14.438985824584961) | > loss_duration: 1.867987871170044 (1.8362801671028137) | > loss_1: 31.0688419342041 (29.913738250732422)  --> STEP: 3 | > loss_disc: 2.2399849891662598 (2.242536703745524) | > loss_disc_real_0: 0.15061113238334656 (0.15155978500843048) | > loss_disc_real_1: 0.18045128881931305 (0.17991781731446585) | > loss_disc_real_2: 0.16299518942832947 (0.16171679397424063) | > loss_disc_real_3: 0.21129556000232697 (0.2292137692372004) | > loss_disc_real_4: 0.31003537774086 (0.28161508838335675) | > loss_disc_real_5: 0.23263894021511078 (0.2312509367863337) | > loss_0: 2.2399849891662598 (2.242536703745524) | > loss_gen: 2.840320587158203 (2.8744428157806396) | > loss_kl: 1.8496406078338623 (1.9510304530461628) | > loss_feat: 8.164463996887207 (8.551649411519369) | > loss_mel: 13.684161186218262 (14.18737761179606) | > loss_duration: 1.8474929332733154 (1.8400177558263142) | > loss_1: 28.386077880859375 (29.404518127441406)  --> STEP: 4 | > loss_disc: 2.4822261333465576 (2.3024590611457825) | > loss_disc_real_0: 0.18740490078926086 (0.16052106395363808) | > loss_disc_real_1: 0.22857804596424103 (0.19208287447690964) | > loss_disc_real_2: 0.16925469040870667 (0.16360126808285713) | > loss_disc_real_3: 0.24007776379585266 (0.23192976787686348) | > loss_disc_real_4: 0.2855140268802643 (0.2825898230075836) | > loss_disc_real_5: 0.25106245279312134 (0.23620381578803062) | > loss_0: 2.4822261333465576 (2.3024590611457825) | > loss_gen: 2.5783116817474365 (2.800410032272339) | > loss_kl: 1.7858103513717651 (1.9097254276275635) | > loss_feat: 6.9297261238098145 (8.14616858959198) | > loss_mel: 12.131239891052246 (13.673343181610107) | > loss_duration: 1.767256736755371 (1.8218275010585785) | > loss_1: 25.192344665527344 (28.35147476196289) --> EVAL PERFORMANCE | > avg_loader_time: 0.2779197692871094 (-0.0005834698677062988) | > avg_loss_disc: 2.3024590611457825 (+0.07780933380126953) | > avg_loss_disc_real_0: 0.16052106395363808 (-0.030142392963171005) | > avg_loss_disc_real_1: 0.19208287447690964 (+0.025441814213991165) | > avg_loss_disc_real_2: 0.16360126808285713 (+0.0022336170077323914) | > avg_loss_disc_real_3: 0.23192976787686348 (-0.011446826159954071) | > avg_loss_disc_real_4: 0.2825898230075836 (+0.02872128039598465) | > avg_loss_disc_real_5: 0.23620381578803062 (-0.03269321843981743) | > avg_loss_0: 2.3024590611457825 (+0.07780933380126953) | > avg_loss_gen: 2.800410032272339 (-0.26165658235549927) | > avg_loss_kl: 1.9097254276275635 (-0.13975009322166443) | > avg_loss_feat: 8.14616858959198 (-1.1470845937728882) | > avg_loss_mel: 13.673343181610107 (-0.9790680408477783) | > avg_loss_duration: 1.8218275010585785 (-0.00023281574249267578) | > avg_loss_1: 28.35147476196289 (-2.527792453765869)  > EPOCH: 343/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 02:00:28)   --> TIME: 2025-05-11 02:00:41 -- STEP: 12/725 -- GLOBAL_STEP: 294550 | > loss_disc: 2.2349753379821777 (2.2334267298380532) | > loss_disc_real_0: 0.17179763317108154 (0.14417894184589386) | > loss_disc_real_1: 0.1717829704284668 (0.2039280297855536) | > loss_disc_real_2: 0.20247916877269745 (0.19564814493060112) | > loss_disc_real_3: 0.20470261573791504 (0.2008280654748281) | > loss_disc_real_4: 0.19340556859970093 (0.19462335606416067) | > loss_disc_real_5: 0.20953041315078735 (0.20560245215892792) | > loss_0: 2.2349753379821777 (2.2334267298380532) | > grad_norm_0: tensor(37.1872, device='cuda:0') (tensor(24.5403, device='cuda:0')) | > loss_gen: 2.6243252754211426 (2.7491695880889893) | > loss_kl: 1.8041412830352783 (1.76759268840154) | > loss_feat: 8.548169136047363 (8.109271764755249) | > loss_mel: 13.049543380737305 (12.877873738606771) | > loss_duration: 1.688115119934082 (1.6746496260166168) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.71429443359375 (27.17855739593506) | > grad_norm_1: tensor(537.1193, device='cuda:0') (tensor(439.2401, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8404 (0.834029495716095) | > loader_time: 0.0091 (0.009550690650939941)  --> TIME: 2025-05-11 02:01:24 -- STEP: 62/725 -- GLOBAL_STEP: 294600 | > loss_disc: 2.205045461654663 (2.225110280898309) | > loss_disc_real_0: 0.10870591551065445 (0.1431511888100255) | > loss_disc_real_1: 0.18540406227111816 (0.19471903914405453) | > loss_disc_real_2: 0.20309753715991974 (0.18951003493801238) | > loss_disc_real_3: 0.2049197405576706 (0.2069022340639945) | > loss_disc_real_4: 0.19462856650352478 (0.19855367464403953) | > loss_disc_real_5: 0.20388570427894592 (0.2052934491826642) | > loss_0: 2.205045461654663 (2.225110280898309) | > grad_norm_0: tensor(31.3608, device='cuda:0') (tensor(25.3938, device='cuda:0')) | > loss_gen: 2.6229617595672607 (2.783291851320574) | > loss_kl: 1.7844041585922241 (1.7335149722714578) | > loss_feat: 7.969010353088379 (8.278259515762327) | > loss_mel: 13.025872230529785 (13.124132510154478) | > loss_duration: 1.7186737060546875 (1.6695540528143606) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.120920181274414 (27.58875302345522) | > grad_norm_1: tensor(587.0661, device='cuda:0') (tensor(441.0375, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8358 (0.849240283812246) | > loader_time: 0.0097 (0.009927434305990898)  --> TIME: 2025-05-11 02:02:07 -- STEP: 112/725 -- GLOBAL_STEP: 294650 | > loss_disc: 1.9706226587295532 (2.2095661535859104) | > loss_disc_real_0: 0.12738637626171112 (0.14101220540968434) | > loss_disc_real_1: 0.17460744082927704 (0.1920174817953791) | > loss_disc_real_2: 0.2030637115240097 (0.18824647473437445) | > loss_disc_real_3: 0.16233393549919128 (0.20494714193046093) | > loss_disc_real_4: 0.1523461788892746 (0.1971511158293911) | > loss_disc_real_5: 0.22194719314575195 (0.2049386812640088) | > loss_0: 1.9706226587295532 (2.2095661535859104) | > grad_norm_0: tensor(26.5943, device='cuda:0') (tensor(24.0985, device='cuda:0')) | > loss_gen: 3.0458123683929443 (2.7799515383584157) | > loss_kl: 1.717049479484558 (1.7350290726338113) | > loss_feat: 10.334794044494629 (8.305434899670736) | > loss_mel: 15.362534523010254 (13.236596626894812) | > loss_duration: 1.6768590211868286 (1.6734629358564104) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.13705062866211 (27.730475102152145) | > grad_norm_1: tensor(715.6915, device='cuda:0') (tensor(435.4810, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8173 (0.8513684975249427) | > loader_time: 0.0096 (0.009896550859723772)  --> TIME: 2025-05-11 02:02:50 -- STEP: 162/725 -- GLOBAL_STEP: 294700 | > loss_disc: 2.4018592834472656 (2.207837042249279) | > loss_disc_real_0: 0.14968492090702057 (0.14016660900763522) | > loss_disc_real_1: 0.21007557213306427 (0.19141051467554068) | > loss_disc_real_2: 0.22512909770011902 (0.18847607600468178) | > loss_disc_real_3: 0.22801508009433746 (0.20518567173937222) | > loss_disc_real_4: 0.20755194127559662 (0.1962120935872749) | > loss_disc_real_5: 0.21669524908065796 (0.20569208825443996) | > loss_0: 2.4018592834472656 (2.207837042249279) | > grad_norm_0: tensor(15.6914, device='cuda:0') (tensor(23.6597, device='cuda:0')) | > loss_gen: 2.491344690322876 (2.771578126483493) | > loss_kl: 1.7891873121261597 (1.738253566953871) | > loss_feat: 7.1671833992004395 (8.294900873560968) | > loss_mel: 11.245346069335938 (13.158574045440297) | > loss_duration: 1.6203832626342773 (1.6737333308031532) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.313446044921875 (27.637039985185787) | > grad_norm_1: tensor(297.5025, device='cuda:0') (tensor(438.8055, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8271 (0.8494687021514515) | > loader_time: 0.0095 (0.009851517500700775)  --> TIME: 2025-05-11 02:03:34 -- STEP: 212/725 -- GLOBAL_STEP: 294750 | > loss_disc: 2.2361819744110107 (2.2024895610674355) | > loss_disc_real_0: 0.12229409068822861 (0.13868246909301227) | > loss_disc_real_1: 0.2008940428495407 (0.19065131647688038) | > loss_disc_real_2: 0.1932401806116104 (0.18851961743719173) | > loss_disc_real_3: 0.20548833906650543 (0.20515485663177832) | > loss_disc_real_4: 0.1916438788175583 (0.1955906237071415) | > loss_disc_real_5: 0.16589313745498657 (0.20548435110809668) | > loss_0: 2.2361819744110107 (2.2024895610674355) | > grad_norm_0: tensor(9.2899, device='cuda:0') (tensor(23.2781, device='cuda:0')) | > loss_gen: 2.6432905197143555 (2.7710247006056434) | > loss_kl: 1.7382127046585083 (1.7416739660613942) | > loss_feat: 7.738461971282959 (8.291478654123706) | > loss_mel: 11.975225448608398 (13.135794212233346) | > loss_duration: 1.6726596355438232 (1.674211198428892) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.767850875854492 (27.614182805115323) | > grad_norm_1: tensor(310.7000, device='cuda:0') (tensor(438.8162, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8511 (0.8509616019590845) | > loader_time: 0.0107 (0.009937181787670788)  --> TIME: 2025-05-11 02:04:17 -- STEP: 262/725 -- GLOBAL_STEP: 294800 | > loss_disc: 2.1666646003723145 (2.2047089497551644) | > loss_disc_real_0: 0.11042533069849014 (0.1387774168819416) | > loss_disc_real_1: 0.179922416806221 (0.19034434354487267) | > loss_disc_real_2: 0.21727927029132843 (0.1883602745774138) | > loss_disc_real_3: 0.20272524654865265 (0.20550876975287008) | > loss_disc_real_4: 0.15913428366184235 (0.19645256293183974) | > loss_disc_real_5: 0.2171081006526947 (0.20615092505707996) | > loss_0: 2.1666646003723145 (2.2047089497551644) | > grad_norm_0: tensor(13.1219, device='cuda:0') (tensor(22.9136, device='cuda:0')) | > loss_gen: 2.8126137256622314 (2.766799217872036) | > loss_kl: 1.853627324104309 (1.7487162242408927) | > loss_feat: 8.468019485473633 (8.274445306253801) | > loss_mel: 12.721757888793945 (13.097041097306112) | > loss_duration: 1.6516695022583008 (1.674938970394717) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.507686614990234 (27.561940841092408) | > grad_norm_1: tensor(119.5235, device='cuda:0') (tensor(436.9854, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8924 (0.8517174593364919) | > loader_time: 0.012 (0.00997994055274789)  --> TIME: 2025-05-11 02:05:01 -- STEP: 312/725 -- GLOBAL_STEP: 294850 | > loss_disc: 2.0928807258605957 (2.2023320668018775) | > loss_disc_real_0: 0.1261049062013626 (0.13814376827138358) | > loss_disc_real_1: 0.16326017677783966 (0.1901535961108331) | > loss_disc_real_2: 0.16416525840759277 (0.18832463479768) | > loss_disc_real_3: 0.16858257353305817 (0.20506148665952378) | > loss_disc_real_4: 0.17306499183177948 (0.19638674825620958) | > loss_disc_real_5: 0.1978868544101715 (0.2060999823017763) | > loss_0: 2.0928807258605957 (2.2023320668018775) | > grad_norm_0: tensor(29.3931, device='cuda:0') (tensor(22.6022, device='cuda:0')) | > loss_gen: 3.0184030532836914 (2.7673996350704084) | > loss_kl: 1.5826493501663208 (1.745228226368244) | > loss_feat: 9.522602081298828 (8.277550734006445) | > loss_mel: 14.283841133117676 (13.093122739058273) | > loss_duration: 1.665942907333374 (1.673844993878634) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.073436737060547 (27.557146359712654) | > grad_norm_1: tensor(554.3398, device='cuda:0') (tensor(434.7473, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8427 (0.8519285512276185) | > loader_time: 0.0097 (0.009949755974304985)  --> TIME: 2025-05-11 02:05:44 -- STEP: 362/725 -- GLOBAL_STEP: 294900 | > loss_disc: 2.279642343521118 (2.203809432561885) | > loss_disc_real_0: 0.15489406883716583 (0.13814708277665452) | > loss_disc_real_1: 0.22386524081230164 (0.19036218169973712) | > loss_disc_real_2: 0.2067636400461197 (0.18856782231541616) | > loss_disc_real_3: 0.19942696392536163 (0.20538731623255746) | > loss_disc_real_4: 0.2207619994878769 (0.1966957131719721) | > loss_disc_real_5: 0.18646174669265747 (0.20594662650184745) | > loss_0: 2.279642343521118 (2.203809432561885) | > grad_norm_0: tensor(19.8394, device='cuda:0') (tensor(22.7238, device='cuda:0')) | > loss_gen: 2.739772081375122 (2.767248136562535) | > loss_kl: 1.68258535861969 (1.7423197409724662) | > loss_feat: 8.172670364379883 (8.26715544310723) | > loss_mel: 13.24398136138916 (13.079443025325544) | > loss_duration: 1.618373155593872 (1.6727586069159748) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.45738410949707 (27.528925036857146) | > grad_norm_1: tensor(213.4908, device='cuda:0') (tensor(434.8295, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8628 (0.8524098014304651) | > loader_time: 0.0109 (0.009924604747835436)  --> TIME: 2025-05-11 02:06:27 -- STEP: 412/725 -- GLOBAL_STEP: 294950 | > loss_disc: 2.1260313987731934 (2.2056746540717707) | > loss_disc_real_0: 0.12182070314884186 (0.13889493903561134) | > loss_disc_real_1: 0.1656402200460434 (0.19060132970798374) | > loss_disc_real_2: 0.1972184181213379 (0.1888064309158949) | > loss_disc_real_3: 0.1980680525302887 (0.20530062986230388) | > loss_disc_real_4: 0.16631421446800232 (0.1964579909967566) | > loss_disc_real_5: 0.17650076746940613 (0.2062071577365538) | > loss_0: 2.1260313987731934 (2.2056746540717707) | > grad_norm_0: tensor(16.0440, device='cuda:0') (tensor(22.4987, device='cuda:0')) | > loss_gen: 2.8295724391937256 (2.764570218845477) | > loss_kl: 1.591299057006836 (1.7357717382097708) | > loss_feat: 8.537166595458984 (8.25440759219013) | > loss_mel: 13.18834114074707 (13.078214879174835) | > loss_duration: 1.6893517971038818 (1.6732797689229542) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.835731506347656 (27.506244256658466) | > grad_norm_1: tensor(449.4691, device='cuda:0') (tensor(428.1038, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8432 (0.8521596945605232) | > loader_time: 0.0096 (0.009932693925876057)  --> TIME: 2025-05-11 02:07:10 -- STEP: 462/725 -- GLOBAL_STEP: 295000 | > loss_disc: 2.300172805786133 (2.2060097543708164) | > loss_disc_real_0: 0.14808860421180725 (0.13862360222063552) | > loss_disc_real_1: 0.18684819340705872 (0.1909223450791269) | > loss_disc_real_2: 0.19797298312187195 (0.1887610373429921) | > loss_disc_real_3: 0.235110804438591 (0.20538004261977744) | > loss_disc_real_4: 0.20403678715229034 (0.19653182731562363) | > loss_disc_real_5: 0.17121382057666779 (0.20624359284257482) | > loss_0: 2.300172805786133 (2.2060097543708164) | > grad_norm_0: tensor(11.1740, device='cuda:0') (tensor(22.1823, device='cuda:0')) | > loss_gen: 2.6452383995056152 (2.7618125475846313) | > loss_kl: 1.620392918586731 (1.73198463158174) | > loss_feat: 6.6220903396606445 (8.236669319532659) | > loss_mel: 11.028143882751465 (13.055388386631424) | > loss_duration: 1.6895321607589722 (1.6733095909093885) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.605396270751953 (27.4591645162343) | > grad_norm_1: tensor(93.2645, device='cuda:0') (tensor(422.0978, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8022 (0.8516416807711382) | > loader_time: 0.0102 (0.00992472089214242) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_295000.pth  --> TIME: 2025-05-11 02:07:56 -- STEP: 512/725 -- GLOBAL_STEP: 295050 | > loss_disc: 2.1258978843688965 (2.2039942205883554) | > loss_disc_real_0: 0.1490163654088974 (0.13835045615269348) | > loss_disc_real_1: 0.22159913182258606 (0.19104133258224473) | > loss_disc_real_2: 0.17129601538181305 (0.18868904092232688) | > loss_disc_real_3: 0.19907426834106445 (0.20514668169198558) | > loss_disc_real_4: 0.17489409446716309 (0.19623975147260353) | > loss_disc_real_5: 0.20891276001930237 (0.20601584386895416) | > loss_0: 2.1258978843688965 (2.2039942205883554) | > grad_norm_0: tensor(33.9540, device='cuda:0') (tensor(22.2438, device='cuda:0')) | > loss_gen: 2.902211904525757 (2.765581183135508) | > loss_kl: 1.656345009803772 (1.7333824324887246) | > loss_feat: 8.555083274841309 (8.24676522333176) | > loss_mel: 13.474114418029785 (13.08200609497726) | > loss_duration: 1.6320244073867798 (1.6741620216052981) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.21977996826172 (27.501897014677528) | > grad_norm_1: tensor(447.3541, device='cuda:0') (tensor(425.5494, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8553 (0.8510706792585552) | > loader_time: 0.0097 (0.009911913890391585)  --> TIME: 2025-05-11 02:08:39 -- STEP: 562/725 -- GLOBAL_STEP: 295100 | > loss_disc: 2.160276412963867 (2.2054400868263087) | > loss_disc_real_0: 0.1145404502749443 (0.13868839812077247) | > loss_disc_real_1: 0.16910286247730255 (0.19106169283602167) | > loss_disc_real_2: 0.1713089793920517 (0.18878702193604663) | > loss_disc_real_3: 0.1768195629119873 (0.2051560955380629) | > loss_disc_real_4: 0.16879315674304962 (0.19636033072378284) | > loss_disc_real_5: 0.16972555220127106 (0.20619923939590357) | > loss_0: 2.160276412963867 (2.2054400868263087) | > grad_norm_0: tensor(25.3476, device='cuda:0') (tensor(22.5206, device='cuda:0')) | > loss_gen: 2.736384868621826 (2.765178806416928) | > loss_kl: 1.4731521606445312 (1.7342986074206668) | > loss_feat: 8.297290802001953 (8.241257296762441) | > loss_mel: 12.366992950439453 (13.08442408164625) | > loss_duration: 1.6470551490783691 (1.6742629763070374) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.520875930786133 (27.499421815430996) | > grad_norm_1: tensor(150.0414, device='cuda:0') (tensor(427.3603, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8923 (0.8507840450972424) | > loader_time: 0.0098 (0.00988702544962384)  --> TIME: 2025-05-11 02:09:22 -- STEP: 612/725 -- GLOBAL_STEP: 295150 | > loss_disc: 2.312549352645874 (2.2046143194429217) | > loss_disc_real_0: 0.1461510956287384 (0.13838542149298724) | > loss_disc_real_1: 0.18938878178596497 (0.19110382141338456) | > loss_disc_real_2: 0.179262176156044 (0.18882063781124303) | > loss_disc_real_3: 0.20217463374137878 (0.20505886678309998) | > loss_disc_real_4: 0.20169579982757568 (0.19637202693064237) | > loss_disc_real_5: 0.19023217260837555 (0.20615817482272797) | > loss_0: 2.312549352645874 (2.2046143194429217) | > grad_norm_0: tensor(24.1093, device='cuda:0') (tensor(22.3605, device='cuda:0')) | > loss_gen: 2.52107310295105 (2.765246989290698) | > loss_kl: 1.8908250331878662 (1.7316890910170437) | > loss_feat: 7.51363468170166 (8.23854286842098) | > loss_mel: 12.748164176940918 (13.09100703476301) | > loss_duration: 1.6156353950500488 (1.6741049648110384) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.289331436157227 (27.500590982000812) | > grad_norm_1: tensor(132.0315, device='cuda:0') (tensor(427.6717, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8255 (0.8509675969485361) | > loader_time: 0.0089 (0.009888513415467513)  --> TIME: 2025-05-11 02:10:06 -- STEP: 662/725 -- GLOBAL_STEP: 295200 | > loss_disc: 2.2477831840515137 (2.2043136495117666) | > loss_disc_real_0: 0.1783856451511383 (0.13875427243392638) | > loss_disc_real_1: 0.1910759061574936 (0.1911031307140506) | > loss_disc_real_2: 0.19666828215122223 (0.18882349038952415) | > loss_disc_real_3: 0.20395486056804657 (0.20507263671325404) | > loss_disc_real_4: 0.23945677280426025 (0.1961012391255342) | > loss_disc_real_5: 0.18139448761940002 (0.2060288138620084) | > loss_0: 2.2477831840515137 (2.2043136495117666) | > grad_norm_0: tensor(29.0823, device='cuda:0') (tensor(22.6667, device='cuda:0')) | > loss_gen: 2.6697423458099365 (2.768542799344596) | > loss_kl: 1.7699941396713257 (1.733454044852012) | > loss_feat: 7.696504592895508 (8.249219661752988) | > loss_mel: 12.738588333129883 (13.10512401834355) | > loss_duration: 1.6743786334991455 (1.6744888070126676) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.54920768737793 (27.530829360477874) | > grad_norm_1: tensor(504.2607, device='cuda:0') (tensor(428.1218, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8772 (0.8511508674419895) | > loader_time: 0.0096 (0.009866600310334275)  --> TIME: 2025-05-11 02:10:49 -- STEP: 712/725 -- GLOBAL_STEP: 295250 | > loss_disc: 2.098092555999756 (2.204233150803639) | > loss_disc_real_0: 0.13155263662338257 (0.13835437709905135) | > loss_disc_real_1: 0.19598768651485443 (0.191260860186447) | > loss_disc_real_2: 0.19748230278491974 (0.18903875252587735) | > loss_disc_real_3: 0.19883625209331512 (0.2051334707798917) | > loss_disc_real_4: 0.17156192660331726 (0.19611310764226358) | > loss_disc_real_5: 0.19567187130451202 (0.2058636455514124) | > loss_0: 2.098092555999756 (2.204233150803639) | > grad_norm_0: tensor(24.2543, device='cuda:0') (tensor(22.5524, device='cuda:0')) | > loss_gen: 2.880556106567383 (2.767961343687571) | > loss_kl: 1.7616366147994995 (1.7334069177675784) | > loss_feat: 9.330636978149414 (8.254735714264134) | > loss_mel: 14.173069953918457 (13.105539995632812) | > loss_duration: 1.6661072969436646 (1.6742282541615239) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.8120059967041 (27.535872242423924) | > grad_norm_1: tensor(613.9138, device='cuda:0') (tensor(426.8463, device='cuda:0')) | > current_lr_0: 0.00019160571380803893 | > current_lr_1: 0.00019160571380803893 | > step_time: 0.8335 (0.8512439165222507) | > loader_time: 0.0095 (0.009864822867211336)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2482287883758545 (2.2482287883758545) | > loss_disc_real_0: 0.154982328414917 (0.154982328414917) | > loss_disc_real_1: 0.19014905393123627 (0.19014905393123627) | > loss_disc_real_2: 0.2431100308895111 (0.2431100308895111) | > loss_disc_real_3: 0.19958443939685822 (0.19958443939685822) | > loss_disc_real_4: 0.2330215871334076 (0.2330215871334076) | > loss_disc_real_5: 0.25267958641052246 (0.25267958641052246) | > loss_0: 2.2482287883758545 (2.2482287883758545) | > loss_gen: 2.7507855892181396 (2.7507855892181396) | > loss_kl: 2.02327036857605 (2.02327036857605) | > loss_feat: 8.243906021118164 (8.243906021118164) | > loss_mel: 13.289772033691406 (13.289772033691406) | > loss_duration: 1.709049940109253 (1.709049940109253) | > loss_1: 28.01678466796875 (28.01678466796875)  --> STEP: 1 | > loss_disc: 2.1931638717651367 (2.1931638717651367) | > loss_disc_real_0: 0.15129990875720978 (0.15129990875720978) | > loss_disc_real_1: 0.18381533026695251 (0.18381533026695251) | > loss_disc_real_2: 0.2582482099533081 (0.2582482099533081) | > loss_disc_real_3: 0.20530501008033752 (0.20530501008033752) | > loss_disc_real_4: 0.21389985084533691 (0.21389985084533691) | > loss_disc_real_5: 0.25644275546073914 (0.25644275546073914) | > loss_0: 2.1931638717651367 (2.1931638717651367) | > loss_gen: 2.9582111835479736 (2.9582111835479736) | > loss_kl: 2.1488494873046875 (2.1488494873046875) | > loss_feat: 8.966435432434082 (8.966435432434082) | > loss_mel: 14.014771461486816 (14.014771461486816) | > loss_duration: 1.838233470916748 (1.838233470916748) | > loss_1: 29.926502227783203 (29.926502227783203)  --> STEP: 2 | > loss_disc: 2.3511109352111816 (2.272137403488159) | > loss_disc_real_0: 0.16425484418869019 (0.15777737647294998) | > loss_disc_real_1: 0.20214591920375824 (0.19298062473535538) | > loss_disc_real_2: 0.2521767318248749 (0.2552124708890915) | > loss_disc_real_3: 0.21630991995334625 (0.2108074650168419) | > loss_disc_real_4: 0.2509637773036957 (0.2324318140745163) | > loss_disc_real_5: 0.26518839597702026 (0.2608155757188797) | > loss_0: 2.3511109352111816 (2.272137403488159) | > loss_gen: 2.7322864532470703 (2.845248818397522) | > loss_kl: 2.0516438484191895 (2.1002466678619385) | > loss_feat: 7.755601406097412 (8.361018419265747) | > loss_mel: 13.34566593170166 (13.680218696594238) | > loss_duration: 1.8487690687179565 (1.8435012698173523) | > loss_1: 27.733966827392578 (28.83023452758789)  --> STEP: 3 | > loss_disc: 2.2562458515167236 (2.2668402194976807) | > loss_disc_real_0: 0.14346565306186676 (0.1530068020025889) | > loss_disc_real_1: 0.20250876247882843 (0.1961566706498464) | > loss_disc_real_2: 0.24322468042373657 (0.2512165407339732) | > loss_disc_real_3: 0.2045598030090332 (0.20872491101423898) | > loss_disc_real_4: 0.22895117104053497 (0.23127159972985586) | > loss_disc_real_5: 0.25775787234306335 (0.25979634126027423) | > loss_0: 2.2562458515167236 (2.2668402194976807) | > loss_gen: 2.76518177986145 (2.8185598055521646) | > loss_kl: 1.9298725128173828 (2.0434552828470864) | > loss_feat: 8.575581550598145 (8.432539463043213) | > loss_mel: 14.349233627319336 (13.903223673502604) | > loss_duration: 1.8376954793930054 (1.84156600634257) | > loss_1: 29.457565307617188 (29.039344787597656)  --> STEP: 4 | > loss_disc: 2.3076181411743164 (2.2770346999168396) | > loss_disc_real_0: 0.185402512550354 (0.16110572963953018) | > loss_disc_real_1: 0.2184237688779831 (0.20172344520688057) | > loss_disc_real_2: 0.2579810619354248 (0.2529076710343361) | > loss_disc_real_3: 0.204128697514534 (0.20757585763931274) | > loss_disc_real_4: 0.24980109930038452 (0.23590397462248802) | > loss_disc_real_5: 0.2604312300682068 (0.2599550634622574) | > loss_0: 2.3076181411743164 (2.2770346999168396) | > loss_gen: 2.8681299686431885 (2.8309523463249207) | > loss_kl: 1.85810387134552 (1.997117429971695) | > loss_feat: 7.2272467613220215 (8.131216287612915) | > loss_mel: 12.938015937805176 (13.661921739578247) | > loss_duration: 1.772672176361084 (1.8243425488471985) | > loss_1: 26.664169311523438 (28.4455509185791) --> EVAL PERFORMANCE | > avg_loader_time: 0.2814270853996277 (+0.0035073161125183105) | > avg_loss_disc: 2.2770346999168396 (-0.02542436122894287) | > avg_loss_disc_real_0: 0.16110572963953018 (+0.0005846656858921051) | > avg_loss_disc_real_1: 0.20172344520688057 (+0.009640570729970932) | > avg_loss_disc_real_2: 0.2529076710343361 (+0.08930640295147896) | > avg_loss_disc_real_3: 0.20757585763931274 (-0.024353910237550735) | > avg_loss_disc_real_4: 0.23590397462248802 (-0.046685848385095596) | > avg_loss_disc_real_5: 0.2599550634622574 (+0.02375124767422676) | > avg_loss_0: 2.2770346999168396 (-0.02542436122894287) | > avg_loss_gen: 2.8309523463249207 (+0.030542314052581787) | > avg_loss_kl: 1.997117429971695 (+0.08739200234413147) | > avg_loss_feat: 8.131216287612915 (-0.014952301979064941) | > avg_loss_mel: 13.661921739578247 (-0.011421442031860352) | > avg_loss_duration: 1.8243425488471985 (+0.002515047788619995) | > avg_loss_1: 28.4455509185791 (+0.09407615661621094)  > EPOCH: 344/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 02:11:06)   --> TIME: 2025-05-11 02:11:41 -- STEP: 37/725 -- GLOBAL_STEP: 295300 | > loss_disc: 2.116365909576416 (2.189560329591905) | > loss_disc_real_0: 0.15664280951023102 (0.13643399565606504) | > loss_disc_real_1: 0.18018178641796112 (0.19092460902961525) | > loss_disc_real_2: 0.15527422726154327 (0.18726492290561264) | > loss_disc_real_3: 0.1983349621295929 (0.2043076491839177) | > loss_disc_real_4: 0.17810697853565216 (0.19418863509152387) | > loss_disc_real_5: 0.2057226300239563 (0.20468517171370015) | > loss_0: 2.116365909576416 (2.189560329591905) | > grad_norm_0: tensor(29.2052, device='cuda:0') (tensor(23.5021, device='cuda:0')) | > loss_gen: 2.8324315547943115 (2.8030693015536747) | > loss_kl: 1.638144850730896 (1.7216351096694533) | > loss_feat: 8.731386184692383 (8.374342454446326) | > loss_mel: 13.277565956115723 (13.35725838429219) | > loss_duration: 1.6913189888000488 (1.6706706188820504) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.170846939086914 (27.926976126593512) | > grad_norm_1: tensor(511.5533, device='cuda:0') (tensor(439.0222, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8758 (0.8607720813235721) | > loader_time: 0.0109 (0.011233413541639174)  --> TIME: 2025-05-11 02:12:24 -- STEP: 87/725 -- GLOBAL_STEP: 295350 | > loss_disc: 2.211750030517578 (2.2054566980778483) | > loss_disc_real_0: 0.12195496261119843 (0.1383255493195578) | > loss_disc_real_1: 0.1728164106607437 (0.1922292318837396) | > loss_disc_real_2: 0.17767995595932007 (0.1879691020853218) | > loss_disc_real_3: 0.20376798510551453 (0.2067041045975411) | > loss_disc_real_4: 0.19783814251422882 (0.19521004338374084) | > loss_disc_real_5: 0.2451624721288681 (0.20583823682933017) | > loss_0: 2.211750030517578 (2.2054566980778483) | > grad_norm_0: tensor(10.1526, device='cuda:0') (tensor(22.1638, device='cuda:0')) | > loss_gen: 2.711090087890625 (2.7697823513513335) | > loss_kl: 1.6580228805541992 (1.7090312393232323) | > loss_feat: 8.3870210647583 (8.250209046506333) | > loss_mel: 12.664750099182129 (13.178181396133597) | > loss_duration: 1.6376903057098389 (1.6728548606236775) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.05857276916504 (27.580059051513672) | > grad_norm_1: tensor(463.8870, device='cuda:0') (tensor(423.2499, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8257 (0.8559040968445526) | > loader_time: 0.0101 (0.01097848223543715)  --> TIME: 2025-05-11 02:13:07 -- STEP: 137/725 -- GLOBAL_STEP: 295400 | > loss_disc: 2.1314592361450195 (2.1999534768779765) | > loss_disc_real_0: 0.17090922594070435 (0.13855699656436038) | > loss_disc_real_1: 0.18341507017612457 (0.19072916255380115) | > loss_disc_real_2: 0.16352444887161255 (0.1885426375117615) | > loss_disc_real_3: 0.1632247418165207 (0.2060347763943846) | > loss_disc_real_4: 0.18319794535636902 (0.19511132594877786) | > loss_disc_real_5: 0.19988349080085754 (0.20537779681438947) | > loss_0: 2.1314592361450195 (2.1999534768779765) | > grad_norm_0: tensor(21.8410, device='cuda:0') (tensor(22.1224, device='cuda:0')) | > loss_gen: 2.7611002922058105 (2.7753074952285663) | > loss_kl: 1.7533851861953735 (1.7174656391143799) | > loss_feat: 8.682894706726074 (8.281887792322756) | > loss_mel: 12.247053146362305 (13.156780681470885) | > loss_duration: 1.6551086902618408 (1.673785255773224) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.099544525146484 (27.60522705969149) | > grad_norm_1: tensor(555.5718, device='cuda:0') (tensor(429.6763, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8277 (0.8542103906617547) | > loader_time: 0.0094 (0.010761160049995366)  --> TIME: 2025-05-11 02:13:51 -- STEP: 187/725 -- GLOBAL_STEP: 295450 | > loss_disc: 2.278271436691284 (2.202746866221094) | > loss_disc_real_0: 0.17469778656959534 (0.1384036456518632) | > loss_disc_real_1: 0.2030050903558731 (0.19064147196670259) | > loss_disc_real_2: 0.21512527763843536 (0.18894562627223724) | > loss_disc_real_3: 0.18816302716732025 (0.20593709534502283) | > loss_disc_real_4: 0.1776411533355713 (0.19499122897252671) | > loss_disc_real_5: 0.21959936618804932 (0.20584505884086385) | > loss_0: 2.278271436691284 (2.202746866221094) | > grad_norm_0: tensor(19.2676, device='cuda:0') (tensor(21.6905, device='cuda:0')) | > loss_gen: 2.657346248626709 (2.7701676223367304) | > loss_kl: 1.7831268310546875 (1.7133271917302342) | > loss_feat: 7.625880241394043 (8.267492811947584) | > loss_mel: 11.832819938659668 (13.153717586700928) | > loss_duration: 1.6823786497116089 (1.674627102632574) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.581552505493164 (27.579332484281) | > grad_norm_1: tensor(485.0848, device='cuda:0') (tensor(422.2081, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8626 (0.853184487092941) | > loader_time: 0.0109 (0.01070032017753724)  --> TIME: 2025-05-11 02:14:34 -- STEP: 237/725 -- GLOBAL_STEP: 295500 | > loss_disc: 2.174964666366577 (2.1989071967732547) | > loss_disc_real_0: 0.15770591795444489 (0.1383565893153097) | > loss_disc_real_1: 0.21241477131843567 (0.19036038584598503) | > loss_disc_real_2: 0.18785463273525238 (0.1879288470569039) | > loss_disc_real_3: 0.22762371599674225 (0.20550912939294985) | > loss_disc_real_4: 0.16568505764007568 (0.19449942197477763) | > loss_disc_real_5: 0.21400414407253265 (0.20616255725737864) | > loss_0: 2.174964666366577 (2.1989071967732547) | > grad_norm_0: tensor(23.8563, device='cuda:0') (tensor(21.1589, device='cuda:0')) | > loss_gen: 2.9723029136657715 (2.7733601698895556) | > loss_kl: 1.997603178024292 (1.7137782805076631) | > loss_feat: 8.747719764709473 (8.295391420774822) | > loss_mel: 14.26628589630127 (13.175791430573927) | > loss_duration: 1.6609381437301636 (1.6747270993542576) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.64484977722168 (27.633048584692588) | > grad_norm_1: tensor(409.3196, device='cuda:0') (tensor(408.5665, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8263 (0.8538375735785889) | > loader_time: 0.0097 (0.01067492529309752)  --> TIME: 2025-05-11 02:15:17 -- STEP: 287/725 -- GLOBAL_STEP: 295550 | > loss_disc: 2.2955257892608643 (2.2025785051571773) | > loss_disc_real_0: 0.17801417410373688 (0.13851274342279396) | > loss_disc_real_1: 0.17757761478424072 (0.19071213033971887) | > loss_disc_real_2: 0.18946552276611328 (0.188409266934993) | > loss_disc_real_3: 0.22038403153419495 (0.20568414863186016) | > loss_disc_real_4: 0.1931457221508026 (0.19511324354165102) | > loss_disc_real_5: 0.231123149394989 (0.20670335031137235) | > loss_0: 2.2955257892608643 (2.2025785051571773) | > grad_norm_0: tensor(36.1309, device='cuda:0') (tensor(21.0200, device='cuda:0')) | > loss_gen: 2.6095683574676514 (2.766576523564835) | > loss_kl: 1.6961219310760498 (1.7144608244247967) | > loss_feat: 7.779832363128662 (8.259943521811989) | > loss_mel: 12.300130844116211 (13.130708704426729) | > loss_duration: 1.6854946613311768 (1.674259571248231) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.071147918701172 (27.545949277977503) | > grad_norm_1: tensor(592.8931, device='cuda:0') (tensor(402.5538, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8125 (0.8517812228784328) | > loader_time: 0.0101 (0.010640152655412101)  --> TIME: 2025-05-11 02:16:01 -- STEP: 337/725 -- GLOBAL_STEP: 295600 | > loss_disc: 2.183072328567505 (2.202284966802739) | > loss_disc_real_0: 0.16081535816192627 (0.13887541482462723) | > loss_disc_real_1: 0.18791943788528442 (0.19030011907352545) | > loss_disc_real_2: 0.16524218022823334 (0.1881379439586701) | > loss_disc_real_3: 0.20037639141082764 (0.20587760223302365) | > loss_disc_real_4: 0.18997249007225037 (0.19530155100702187) | > loss_disc_real_5: 0.21414273977279663 (0.20656381901187787) | > loss_0: 2.183072328567505 (2.202284966802739) | > grad_norm_0: tensor(26.6843, device='cuda:0') (tensor(20.9101, device='cuda:0')) | > loss_gen: 2.7028729915618896 (2.7671359038140735) | > loss_kl: 1.709493637084961 (1.7151957198491086) | > loss_feat: 8.617179870605469 (8.258115445824698) | > loss_mel: 13.375304222106934 (13.110042025851923) | > loss_duration: 1.6590725183486938 (1.6733577014430687) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.063922882080078 (27.523846906441268) | > grad_norm_1: tensor(378.6425, device='cuda:0') (tensor(394.1813, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8929 (0.8518824853246221) | > loader_time: 0.0103 (0.010700706204603977)  --> TIME: 2025-05-11 02:16:44 -- STEP: 387/725 -- GLOBAL_STEP: 295650 | > loss_disc: 2.2236244678497314 (2.2016807338680096) | > loss_disc_real_0: 0.13660582900047302 (0.13823050129629225) | > loss_disc_real_1: 0.19782504439353943 (0.19039651466586494) | > loss_disc_real_2: 0.18985514342784882 (0.18822181055404102) | > loss_disc_real_3: 0.17463774979114532 (0.20592598979017226) | > loss_disc_real_4: 0.19802621006965637 (0.1951555588140661) | > loss_disc_real_5: 0.17864881455898285 (0.2066349452241139) | > loss_0: 2.2236244678497314 (2.2016807338680096) | > grad_norm_0: tensor(26.8147, device='cuda:0') (tensor(20.5249, device='cuda:0')) | > loss_gen: 2.7011349201202393 (2.767843446066215) | > loss_kl: 1.661255955696106 (1.7150762201279637) | > loss_feat: 7.978550434112549 (8.266055272223113) | > loss_mel: 12.605022430419922 (13.129572902847016) | > loss_duration: 1.763296127319336 (1.6732817336878414) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.709260940551758 (27.551829660893727) | > grad_norm_1: tensor(516.1245, device='cuda:0') (tensor(384.7488, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8629 (0.8520968286874068) | > loader_time: 0.0098 (0.010673362771361994)  --> TIME: 2025-05-11 02:17:28 -- STEP: 437/725 -- GLOBAL_STEP: 295700 | > loss_disc: 2.1650493144989014 (2.2004747049759397) | > loss_disc_real_0: 0.13445252180099487 (0.13830380448623975) | > loss_disc_real_1: 0.18284030258655548 (0.19016630698668882) | > loss_disc_real_2: 0.19348710775375366 (0.18794061219664945) | > loss_disc_real_3: 0.23100747168064117 (0.2057290939908279) | > loss_disc_real_4: 0.22421211004257202 (0.19537479520798828) | > loss_disc_real_5: 0.23351429402828217 (0.20608382523741822) | > loss_0: 2.1650493144989014 (2.2004747049759397) | > grad_norm_0: tensor(24.3675, device='cuda:0') (tensor(20.9439, device='cuda:0')) | > loss_gen: 2.92612361907959 (2.7711793056069047) | > loss_kl: 1.7852901220321655 (1.7168716295905737) | > loss_feat: 8.822842597961426 (8.264338065612241) | > loss_mel: 13.21157169342041 (13.117683740175018) | > loss_duration: 1.6494649648666382 (1.6732038764167974) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.395292282104492 (27.543276701693685) | > grad_norm_1: tensor(532.9156, device='cuda:0') (tensor(387.1535, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8903 (0.8525778068830548) | > loader_time: 0.0096 (0.010672347223731423)  --> TIME: 2025-05-11 02:18:11 -- STEP: 487/725 -- GLOBAL_STEP: 295750 | > loss_disc: 2.156203269958496 (2.2009163431563175) | > loss_disc_real_0: 0.09567119926214218 (0.13867752812420317) | > loss_disc_real_1: 0.20183812081813812 (0.19010509198695977) | > loss_disc_real_2: 0.1923937350511551 (0.18790611866440857) | > loss_disc_real_3: 0.2160903662443161 (0.20569410776333155) | > loss_disc_real_4: 0.19658108055591583 (0.19543663107883766) | > loss_disc_real_5: 0.20083212852478027 (0.20601222469821362) | > loss_0: 2.156203269958496 (2.2009163431563175) | > grad_norm_0: tensor(10.5776, device='cuda:0') (tensor(21.2766, device='cuda:0')) | > loss_gen: 2.7858152389526367 (2.7701124087496227) | > loss_kl: 1.836043119430542 (1.7205108115315684) | > loss_feat: 8.822888374328613 (8.258094166828146) | > loss_mel: 13.741815567016602 (13.108161184087672) | > loss_duration: 1.6682567596435547 (1.6740711026612733) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.85481834411621 (27.530949762959263) | > grad_norm_1: tensor(117.4495, device='cuda:0') (tensor(393.0955, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8039 (0.8524326049326872) | > loader_time: 0.0096 (0.010684217026101494)  --> TIME: 2025-05-11 02:18:54 -- STEP: 537/725 -- GLOBAL_STEP: 295800 | > loss_disc: 2.226045608520508 (2.19833802288915) | > loss_disc_real_0: 0.11112011969089508 (0.13830704273902283) | > loss_disc_real_1: 0.19156216084957123 (0.18985326760197047) | > loss_disc_real_2: 0.17725063860416412 (0.18769549407772507) | > loss_disc_real_3: 0.1872970014810562 (0.20554275622025997) | > loss_disc_real_4: 0.19293512403964996 (0.1954105395678036) | > loss_disc_real_5: 0.24235743284225464 (0.20574229114881443) | > loss_0: 2.226045608520508 (2.19833802288915) | > grad_norm_0: tensor(25.6252, device='cuda:0') (tensor(21.2377, device='cuda:0')) | > loss_gen: 2.717829704284668 (2.7727657620911286) | > loss_kl: 1.5978410243988037 (1.7222924685345018) | > loss_feat: 7.759588241577148 (8.268541533187793) | > loss_mel: 12.24311637878418 (13.11662732023101) | > loss_duration: 1.6948440074920654 (1.6746496195233729) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.01321792602539 (27.554876799911987) | > grad_norm_1: tensor(653.2734, device='cuda:0') (tensor(399.3833, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8638 (0.8518903326499839) | > loader_time: 0.0091 (0.010646881781920822)  --> TIME: 2025-05-11 02:19:37 -- STEP: 587/725 -- GLOBAL_STEP: 295850 | > loss_disc: 2.227041721343994 (2.198974731630524) | > loss_disc_real_0: 0.15439538657665253 (0.13806012935390666) | > loss_disc_real_1: 0.19021236896514893 (0.18991401009705863) | > loss_disc_real_2: 0.18129411339759827 (0.18773584550141875) | > loss_disc_real_3: 0.21047446131706238 (0.20569671261452738) | > loss_disc_real_4: 0.17440682649612427 (0.19536697933072744) | > loss_disc_real_5: 0.23231059312820435 (0.2057632085259567) | > loss_0: 2.227041721343994 (2.198974731630524) | > grad_norm_0: tensor(17.0284, device='cuda:0') (tensor(21.3101, device='cuda:0')) | > loss_gen: 2.7030298709869385 (2.7723780356639507) | > loss_kl: 1.6732620000839233 (1.7229335700023727) | > loss_feat: 7.349268436431885 (8.265025978803239) | > loss_mel: 11.208505630493164 (13.10521827808231) | > loss_duration: 1.6531667709350586 (1.6742854323460254) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.587234497070312 (27.539841409842445) | > grad_norm_1: tensor(138.3417, device='cuda:0') (tensor(400.5804, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8681 (0.8515608428487178) | > loader_time: 0.0097 (0.010629641339563638)  --> TIME: 2025-05-11 02:20:20 -- STEP: 637/725 -- GLOBAL_STEP: 295900 | > loss_disc: 2.017143964767456 (2.201042723992556) | > loss_disc_real_0: 0.11202328652143478 (0.13840325907738268) | > loss_disc_real_1: 0.18869902193546295 (0.18991317004667171) | > loss_disc_real_2: 0.20791174471378326 (0.18796674691994483) | > loss_disc_real_3: 0.19956380128860474 (0.20589061322354443) | > loss_disc_real_4: 0.17325527966022491 (0.19551199770516484) | > loss_disc_real_5: 0.16911613941192627 (0.20606630778574678) | > loss_0: 2.017143964767456 (2.201042723992556) | > grad_norm_0: tensor(24.6450, device='cuda:0') (tensor(21.2273, device='cuda:0')) | > loss_gen: 2.8650057315826416 (2.7691550703961973) | > loss_kl: 1.673565149307251 (1.7219458509651795) | > loss_feat: 9.656713485717773 (8.254015976443222) | > loss_mel: 14.596158981323242 (13.097540937750088) | > loss_duration: 1.6491011381149292 (1.6740252168811098) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.44054412841797 (27.516683138333836) | > grad_norm_1: tensor(453.2454, device='cuda:0') (tensor(398.4432, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8454 (0.8514300938490985) | > loader_time: 0.0105 (0.01063910945431217)  --> TIME: 2025-05-11 02:21:03 -- STEP: 687/725 -- GLOBAL_STEP: 295950 | > loss_disc: 2.2273173332214355 (2.2009429117824664) | > loss_disc_real_0: 0.11184922605752945 (0.138135774578937) | > loss_disc_real_1: 0.20832085609436035 (0.1901168829532345) | > loss_disc_real_2: 0.17973971366882324 (0.18779184485974085) | > loss_disc_real_3: 0.21738779544830322 (0.20581554008710154) | > loss_disc_real_4: 0.21655972301959991 (0.1954320392190458) | > loss_disc_real_5: 0.22478264570236206 (0.20618836991651607) | > loss_0: 2.2273173332214355 (2.2009429117824664) | > grad_norm_0: tensor(14.2712, device='cuda:0') (tensor(21.1202, device='cuda:0')) | > loss_gen: 2.893109083175659 (2.7696376488892467) | > loss_kl: 1.7034715414047241 (1.7236790228445285) | > loss_feat: 8.418004989624023 (8.257472916287991) | > loss_mel: 12.704773902893066 (13.096384346918947) | > loss_duration: 1.6895968914031982 (1.67390805665062) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.408954620361328 (27.521082066032044) | > grad_norm_1: tensor(509.9886, device='cuda:0') (tensor(399.0109, device='cuda:0')) | > current_lr_0: 0.0001915817630938129 | > current_lr_1: 0.0001915817630938129 | > step_time: 0.8553 (0.8507864142088912) | > loader_time: 0.0101 (0.010632182833409205)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2353556156158447 (2.2353556156158447) | > loss_disc_real_0: 0.09197386354207993 (0.09197386354207993) | > loss_disc_real_1: 0.13855527341365814 (0.13855527341365814) | > loss_disc_real_2: 0.17943190038204193 (0.17943190038204193) | > loss_disc_real_3: 0.19908881187438965 (0.19908881187438965) | > loss_disc_real_4: 0.2622848153114319 (0.2622848153114319) | > loss_disc_real_5: 0.2550645172595978 (0.2550645172595978) | > loss_0: 2.2353556156158447 (2.2353556156158447) | > loss_gen: 2.5864553451538086 (2.5864553451538086) | > loss_kl: 2.17167329788208 (2.17167329788208) | > loss_feat: 9.380973815917969 (9.380973815917969) | > loss_mel: 14.131890296936035 (14.131890296936035) | > loss_duration: 1.6929333209991455 (1.6929333209991455) | > loss_1: 29.963926315307617 (29.963926315307617)  --> STEP: 1 | > loss_disc: 2.2856903076171875 (2.2856903076171875) | > loss_disc_real_0: 0.11209625750780106 (0.11209625750780106) | > loss_disc_real_1: 0.15932156145572662 (0.15932156145572662) | > loss_disc_real_2: 0.17615486681461334 (0.17615486681461334) | > loss_disc_real_3: 0.20694002509117126 (0.20694002509117126) | > loss_disc_real_4: 0.25006330013275146 (0.25006330013275146) | > loss_disc_real_5: 0.24856434762477875 (0.24856434762477875) | > loss_0: 2.2856903076171875 (2.2856903076171875) | > loss_gen: 2.470224142074585 (2.470224142074585) | > loss_kl: 2.162999391555786 (2.162999391555786) | > loss_feat: 7.729281425476074 (7.729281425476074) | > loss_mel: 12.924491882324219 (12.924491882324219) | > loss_duration: 1.8345999717712402 (1.8345999717712402) | > loss_1: 27.121597290039062 (27.121597290039062)  --> STEP: 2 | > loss_disc: 2.3176636695861816 (2.3016769886016846) | > loss_disc_real_0: 0.11976905167102814 (0.1159326545894146) | > loss_disc_real_1: 0.15647253394126892 (0.15789704769849777) | > loss_disc_real_2: 0.17188149690628052 (0.17401818186044693) | > loss_disc_real_3: 0.20687036216259003 (0.20690519362688065) | > loss_disc_real_4: 0.23735710978507996 (0.2437102049589157) | > loss_disc_real_5: 0.22723910212516785 (0.2379017248749733) | > loss_0: 2.3176636695861816 (2.3016769886016846) | > loss_gen: 2.3547468185424805 (2.4124854803085327) | > loss_kl: 1.8958126306533813 (2.0294060111045837) | > loss_feat: 7.6468963623046875 (7.688088893890381) | > loss_mel: 12.585898399353027 (12.755195140838623) | > loss_duration: 1.8558107614517212 (1.8452053666114807) | > loss_1: 26.33916664123535 (26.730381965637207)  --> STEP: 3 | > loss_disc: 2.214892864227295 (2.2727489471435547) | > loss_disc_real_0: 0.09837247431278229 (0.1100792611638705) | > loss_disc_real_1: 0.1593509167432785 (0.15838167071342468) | > loss_disc_real_2: 0.15235020220279694 (0.1667955219745636) | > loss_disc_real_3: 0.1845695674419403 (0.1994599848985672) | > loss_disc_real_4: 0.24651573598384857 (0.24464538196722665) | > loss_disc_real_5: 0.24748104810714722 (0.24109483261903128) | > loss_0: 2.214892864227295 (2.2727489471435547) | > loss_gen: 2.498401165008545 (2.4411240418752036) | > loss_kl: 2.0767245292663574 (2.045178850491842) | > loss_feat: 8.446674346923828 (7.940950711568196) | > loss_mel: 13.943763732910156 (13.151384671529135) | > loss_duration: 1.8228363990783691 (1.8377490441004436) | > loss_1: 28.788400650024414 (27.416388193766277)  --> STEP: 4 | > loss_disc: 2.226072311401367 (2.261079788208008) | > loss_disc_real_0: 0.11436916142702103 (0.11115173622965813) | > loss_disc_real_1: 0.16261377930641174 (0.15943969786167145) | > loss_disc_real_2: 0.16988925635814667 (0.16756895557045937) | > loss_disc_real_3: 0.17237891256809235 (0.1926897168159485) | > loss_disc_real_4: 0.24790127575397491 (0.24545935541391373) | > loss_disc_real_5: 0.2522806227207184 (0.24389128014445305) | > loss_0: 2.226072311401367 (2.261079788208008) | > loss_gen: 2.550995349884033 (2.468591868877411) | > loss_kl: 1.6385705471038818 (1.9435267746448517) | > loss_feat: 8.724424362182617 (8.136819124221802) | > loss_mel: 15.494529724121094 (13.737170934677124) | > loss_duration: 1.7648875713348389 (1.8195336759090424) | > loss_1: 30.17340660095215 (28.105642795562744) --> EVAL PERFORMANCE | > avg_loader_time: 0.27757614850997925 (-0.0038509368896484375) | > avg_loss_disc: 2.261079788208008 (-0.015954911708831787) | > avg_loss_disc_real_0: 0.11115173622965813 (-0.049953993409872055) | > avg_loss_disc_real_1: 0.15943969786167145 (-0.04228374734520912) | > avg_loss_disc_real_2: 0.16756895557045937 (-0.08533871546387672) | > avg_loss_disc_real_3: 0.1926897168159485 (-0.014886140823364258) | > avg_loss_disc_real_4: 0.24545935541391373 (+0.009555380791425705) | > avg_loss_disc_real_5: 0.24389128014445305 (-0.016063783317804337) | > avg_loss_0: 2.261079788208008 (-0.015954911708831787) | > avg_loss_gen: 2.468591868877411 (-0.36236047744750977) | > avg_loss_kl: 1.9435267746448517 (-0.05359065532684326) | > avg_loss_feat: 8.136819124221802 (+0.005602836608886719) | > avg_loss_mel: 13.737170934677124 (+0.07524919509887695) | > avg_loss_duration: 1.8195336759090424 (-0.004808872938156128) | > avg_loss_1: 28.105642795562744 (-0.3399081230163574)  > EPOCH: 345/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 02:21:42)   --> TIME: 2025-05-11 02:21:55 -- STEP: 12/725 -- GLOBAL_STEP: 296000 | > loss_disc: 2.083010196685791 (2.1905041138331094) | > loss_disc_real_0: 0.12263846397399902 (0.1383337751030922) | > loss_disc_real_1: 0.19149819016456604 (0.18935014804204306) | > loss_disc_real_2: 0.17532625794410706 (0.19014427810907364) | > loss_disc_real_3: 0.1829642951488495 (0.20737259338299432) | > loss_disc_real_4: 0.18525132536888123 (0.19633655870954195) | > loss_disc_real_5: 0.20580382645130157 (0.20320441822210947) | > loss_0: 2.083010196685791 (2.1905041138331094) | > grad_norm_0: tensor(10.0094, device='cuda:0') (tensor(18.6876, device='cuda:0')) | > loss_gen: 2.975900888442993 (2.777990976969401) | > loss_kl: 1.8424005508422852 (1.7464830180009205) | > loss_feat: 9.680118560791016 (8.459458510080973) | > loss_mel: 14.669286727905273 (13.294922749201456) | > loss_duration: 1.7123017311096191 (1.6746274828910828) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.880008697509766 (27.95348294576009) | > grad_norm_1: tensor(191.2516, device='cuda:0') (tensor(396.2400, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8318 (0.8301903009414673) | > loader_time: 0.011 (0.009841124216715494) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_296000.pth  --> TIME: 2025-05-11 02:22:40 -- STEP: 62/725 -- GLOBAL_STEP: 296050 | > loss_disc: 2.319528818130493 (2.2083197985925973) | > loss_disc_real_0: 0.17727158963680267 (0.13960620424439824) | > loss_disc_real_1: 0.19355836510658264 (0.1901051680887899) | > loss_disc_real_2: 0.2304772436618805 (0.19058760856428453) | > loss_disc_real_3: 0.20776470005512238 (0.20507527311002055) | > loss_disc_real_4: 0.20604966580867767 (0.1974592874607732) | > loss_disc_real_5: 0.22202074527740479 (0.20563671185124305) | > loss_0: 2.319528818130493 (2.2083197985925973) | > grad_norm_0: tensor(29.6837, device='cuda:0') (tensor(23.5520, device='cuda:0')) | > loss_gen: 2.5968239307403564 (2.7603873668178434) | > loss_kl: 1.6265323162078857 (1.7165878126698155) | > loss_feat: 6.525093078613281 (8.243670555853083) | > loss_mel: 11.996209144592285 (13.038577295118763) | > loss_duration: 1.7066099643707275 (1.6705398021205782) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.451269149780273 (27.429762840270996) | > grad_norm_1: tensor(454.5497, device='cuda:0') (tensor(398.7376, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8243 (0.8478365444367931) | > loader_time: 0.0106 (0.010416303911516744)  --> TIME: 2025-05-11 02:23:23 -- STEP: 112/725 -- GLOBAL_STEP: 296100 | > loss_disc: 2.24574613571167 (2.1996947377920146) | > loss_disc_real_0: 0.12990623712539673 (0.13826462899201677) | > loss_disc_real_1: 0.21034011244773865 (0.19037566427141428) | > loss_disc_real_2: 0.20345035195350647 (0.18900538169379746) | > loss_disc_real_3: 0.23363842070102692 (0.20565692255539553) | > loss_disc_real_4: 0.2145080715417862 (0.19618014059960842) | > loss_disc_real_5: 0.1739596128463745 (0.2052930999281151) | > loss_0: 2.24574613571167 (2.1996947377920146) | > grad_norm_0: tensor(20.8719, device='cuda:0') (tensor(23.3964, device='cuda:0')) | > loss_gen: 2.6327404975891113 (2.779791595680373) | > loss_kl: 1.7030713558197021 (1.7368826578770364) | > loss_feat: 7.724392414093018 (8.328135945967263) | > loss_mel: 12.80069351196289 (13.159599312714167) | > loss_duration: 1.6864912509918213 (1.674942570073264) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.547388076782227 (27.679351993969508) | > grad_norm_1: tensor(580.6851, device='cuda:0') (tensor(423.4411, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8159 (0.8465879006045205) | > loader_time: 0.0097 (0.01025659910270146)  --> TIME: 2025-05-11 02:24:06 -- STEP: 162/725 -- GLOBAL_STEP: 296150 | > loss_disc: 2.1369333267211914 (2.1992706899289733) | > loss_disc_real_0: 0.11141978949308395 (0.1381653022067047) | > loss_disc_real_1: 0.1680573672056198 (0.1898819952283377) | > loss_disc_real_2: 0.149837464094162 (0.1881896735709391) | > loss_disc_real_3: 0.18750202655792236 (0.20465580695941124) | > loss_disc_real_4: 0.21108470857143402 (0.19629146793374308) | > loss_disc_real_5: 0.21536187827587128 (0.206605264618073) | > loss_0: 2.1369333267211914 (2.1992706899289733) | > grad_norm_0: tensor(29.5954, device='cuda:0') (tensor(22.0952, device='cuda:0')) | > loss_gen: 2.8094263076782227 (2.774116087842871) | > loss_kl: 1.8548457622528076 (1.7341779014210643) | > loss_feat: 9.231293678283691 (8.320465770768534) | > loss_mel: 14.297475814819336 (13.159145784966737) | > loss_duration: 1.6333805322647095 (1.6743149779461048) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.82642364501953 (27.662220425075954) | > grad_norm_1: tensor(527.6951, device='cuda:0') (tensor(402.7853, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8269 (0.8433952625886894) | > loader_time: 0.0107 (0.010217765231191374)  --> TIME: 2025-05-11 02:24:49 -- STEP: 212/725 -- GLOBAL_STEP: 296200 | > loss_disc: 2.316161870956421 (2.202086357575544) | > loss_disc_real_0: 0.14292165637016296 (0.13789062542875993) | > loss_disc_real_1: 0.1940736621618271 (0.19042541079644887) | > loss_disc_real_2: 0.20770585536956787 (0.18921617158460172) | > loss_disc_real_3: 0.22716295719146729 (0.20485624403886074) | > loss_disc_real_4: 0.21531140804290771 (0.19571489714226634) | > loss_disc_real_5: 0.21352902054786682 (0.2068984643468317) | > loss_0: 2.316161870956421 (2.202086357575544) | > grad_norm_0: tensor(28.4874, device='cuda:0') (tensor(21.3530, device='cuda:0')) | > loss_gen: 2.651094913482666 (2.771444638945023) | > loss_kl: 1.6350672245025635 (1.7395220876864668) | > loss_feat: 8.009757995605469 (8.321939130999011) | > loss_mel: 12.726558685302734 (13.157523641046486) | > loss_duration: 1.6876220703125 (1.6742500516603578) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.710100173950195 (27.664679455307294) | > grad_norm_1: tensor(327.0307, device='cuda:0') (tensor(388.9169, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8259 (0.8447223238225253) | > loader_time: 0.0103 (0.010305404663085934)  --> TIME: 2025-05-11 02:25:32 -- STEP: 262/725 -- GLOBAL_STEP: 296250 | > loss_disc: 2.200925350189209 (2.2028334532075258) | > loss_disc_real_0: 0.16961434483528137 (0.13830403667938623) | > loss_disc_real_1: 0.17316392064094543 (0.1903769525180336) | > loss_disc_real_2: 0.20197080075740814 (0.18921945005200294) | > loss_disc_real_3: 0.2175694853067398 (0.20472601425784234) | > loss_disc_real_4: 0.19682107865810394 (0.19582544130678395) | > loss_disc_real_5: 0.18265801668167114 (0.20693333077294226) | > loss_0: 2.200925350189209 (2.2028334532075258) | > grad_norm_0: tensor(13.6301, device='cuda:0') (tensor(21.2116, device='cuda:0')) | > loss_gen: 2.7622745037078857 (2.768920081262371) | > loss_kl: 1.744610071182251 (1.7345213362278828) | > loss_feat: 9.264703750610352 (8.312236733108989) | > loss_mel: 13.879531860351562 (13.14995866877432) | > loss_duration: 1.6628726720809937 (1.6746031182412886) | > amp_scaler: 512.0 (298.0152671755726) | > loss_1: 29.31399154663086 (27.64023987573522) | > grad_norm_1: tensor(383.8949, device='cuda:0') (tensor(388.6333, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.877 (0.8431384290447672) | > loader_time: 0.011 (0.010319263880489433)  --> TIME: 2025-05-11 02:26:14 -- STEP: 312/725 -- GLOBAL_STEP: 296300 | > loss_disc: 2.2291436195373535 (2.2039446807824636) | > loss_disc_real_0: 0.09964554011821747 (0.13803868043499115) | > loss_disc_real_1: 0.17732766270637512 (0.19002705769470105) | > loss_disc_real_2: 0.16496214270591736 (0.1893807613314727) | > loss_disc_real_3: 0.21052426099777222 (0.20458459519805053) | > loss_disc_real_4: 0.169377401471138 (0.19577603510175) | > loss_disc_real_5: 0.20644664764404297 (0.2074760974217684) | > loss_0: 2.2291436195373535 (2.2039446807824636) | > grad_norm_0: tensor(22.2800, device='cuda:0') (tensor(20.7620, device='cuda:0')) | > loss_gen: 2.7263522148132324 (2.764705338539222) | > loss_kl: 1.7115086317062378 (1.7292794317771227) | > loss_feat: 8.327524185180664 (8.29088047223214) | > loss_mel: 12.798282623291016 (13.10758590086912) | > loss_duration: 1.6858919858932495 (1.6741621952790477) | > amp_scaler: 256.0 (317.5384615384616) | > loss_1: 27.24955940246582 (27.566613264572926) | > grad_norm_1: tensor(444.0547, device='cuda:0') (tensor(381.7472, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8331 (0.8417064471122546) | > loader_time: 0.0111 (0.010368811778533153)  --> TIME: 2025-05-11 02:26:57 -- STEP: 362/725 -- GLOBAL_STEP: 296350 | > loss_disc: 2.2075564861297607 (2.2042486391014786) | > loss_disc_real_0: 0.11051634699106216 (0.13821046673872858) | > loss_disc_real_1: 0.20819582045078278 (0.18988906542734546) | > loss_disc_real_2: 0.1895292103290558 (0.18938591701714386) | > loss_disc_real_3: 0.20071563124656677 (0.20457385414542414) | > loss_disc_real_4: 0.15939214825630188 (0.19552790373563766) | > loss_disc_real_5: 0.18874415755271912 (0.2074712639190874) | > loss_0: 2.2075564861297607 (2.2042486391014786) | > grad_norm_0: tensor(10.5748, device='cuda:0') (tensor(20.9157, device='cuda:0')) | > loss_gen: 2.7943150997161865 (2.7639749181863364) | > loss_kl: 1.9232301712036133 (1.723463734539833) | > loss_feat: 8.059050559997559 (8.291657034204817) | > loss_mel: 12.817968368530273 (13.092558376038268) | > loss_duration: 1.6210969686508179 (1.673252238094477) | > amp_scaler: 256.0 (309.0386740331493) | > loss_1: 27.215662002563477 (27.544906215773103) | > grad_norm_1: tensor(245.8665, device='cuda:0') (tensor(381.7203, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8166 (0.8414129176851135) | > loader_time: 0.0099 (0.010376725407595135)  --> TIME: 2025-05-11 02:27:40 -- STEP: 412/725 -- GLOBAL_STEP: 296400 | > loss_disc: 2.3429927825927734 (2.204303679535687) | > loss_disc_real_0: 0.13359026610851288 (0.13808803043319184) | > loss_disc_real_1: 0.22849036753177643 (0.1898290465757685) | > loss_disc_real_2: 0.2049674540758133 (0.18926821482702377) | > loss_disc_real_3: 0.23359152674674988 (0.20446118741359526) | > loss_disc_real_4: 0.20273897051811218 (0.19554796970440347) | > loss_disc_real_5: 0.20958614349365234 (0.20788455660482055) | > loss_0: 2.3429927825927734 (2.204303679535687) | > grad_norm_0: tensor(24.0448, device='cuda:0') (tensor(20.8477, device='cuda:0')) | > loss_gen: 2.5224008560180664 (2.7618160739685735) | > loss_kl: 1.8323813676834106 (1.7253943212981362) | > loss_feat: 7.426358699798584 (8.276742664355686) | > loss_mel: 11.590282440185547 (13.075329431052342) | > loss_duration: 1.6774232387542725 (1.6737372675566995) | > amp_scaler: 256.0 (302.6019417475729) | > loss_1: 25.048845291137695 (27.513019691393215) | > grad_norm_1: tensor(372.9131, device='cuda:0') (tensor(382.0056, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8568 (0.8414644321191658) | > loader_time: 0.0119 (0.010420362347538036)  --> TIME: 2025-05-11 02:28:22 -- STEP: 462/725 -- GLOBAL_STEP: 296450 | > loss_disc: 2.1374337673187256 (2.2039414762934535) | > loss_disc_real_0: 0.14385409653186798 (0.13806237181995337) | > loss_disc_real_1: 0.17455868422985077 (0.1898314342612312) | > loss_disc_real_2: 0.17805509269237518 (0.18877859836145922) | > loss_disc_real_3: 0.2239639312028885 (0.2048211930505125) | > loss_disc_real_4: 0.2146170735359192 (0.1954722095167998) | > loss_disc_real_5: 0.20599661767482758 (0.20794796521142447) | > loss_0: 2.1374337673187256 (2.2039414762934535) | > grad_norm_0: tensor(20.1750, device='cuda:0') (tensor(21.0224, device='cuda:0')) | > loss_gen: 3.04052734375 (2.761317034304401) | > loss_kl: 1.6697653532028198 (1.723233534918203) | > loss_feat: 10.043275833129883 (8.27334979189424) | > loss_mel: 14.103336334228516 (13.053853598507963) | > loss_duration: 1.6940852403640747 (1.673497161307892) | > amp_scaler: 256.0 (297.5584415584417) | > loss_1: 30.55099105834961 (27.485251071649195) | > grad_norm_1: tensor(627.7161, device='cuda:0') (tensor(382.4695, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.7777 (0.840759192710315) | > loader_time: 0.0099 (0.010431319088130806)  --> TIME: 2025-05-11 02:29:05 -- STEP: 512/725 -- GLOBAL_STEP: 296500 | > loss_disc: 2.2854316234588623 (2.2051611426286373) | > loss_disc_real_0: 0.15137699246406555 (0.1380668716155924) | > loss_disc_real_1: 0.16604629158973694 (0.18994639554875903) | > loss_disc_real_2: 0.1698865294456482 (0.18893310637213298) | > loss_disc_real_3: 0.1546764373779297 (0.20477054323418997) | > loss_disc_real_4: 0.1664210557937622 (0.19548033276805654) | > loss_disc_real_5: 0.19638000428676605 (0.2081443328061141) | > loss_0: 2.2854316234588623 (2.2051611426286373) | > grad_norm_0: tensor(16.9747, device='cuda:0') (tensor(21.0048, device='cuda:0')) | > loss_gen: 2.7420942783355713 (2.7611056230962285) | > loss_kl: 1.5057179927825928 (1.7235553811769933) | > loss_feat: 8.6300048828125 (8.270862828940164) | > loss_mel: 13.02892780303955 (13.068391611799594) | > loss_duration: 1.6274023056030273 (1.6742019911762325) | > amp_scaler: 256.0 (293.5000000000001) | > loss_1: 27.53414535522461 (27.49811737984419) | > grad_norm_1: tensor(289.5677, device='cuda:0') (tensor(381.1558, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8511 (0.8405395341105759) | > loader_time: 0.0104 (0.01042413525283337)  --> TIME: 2025-05-11 02:29:47 -- STEP: 562/725 -- GLOBAL_STEP: 296550 | > loss_disc: 1.984175205230713 (2.205463900048535) | > loss_disc_real_0: 0.10800760239362717 (0.13808659128712164) | > loss_disc_real_1: 0.1557912826538086 (0.18993777463550668) | > loss_disc_real_2: 0.1517692506313324 (0.18898513069992814) | > loss_disc_real_3: 0.1819479614496231 (0.20465988421885567) | > loss_disc_real_4: 0.16870112717151642 (0.19550490575540957) | > loss_disc_real_5: 0.15458635985851288 (0.20828034954138924) | > loss_0: 1.984175205230713 (2.205463900048535) | > grad_norm_0: tensor(20.0766, device='cuda:0') (tensor(20.9655, device='cuda:0')) | > loss_gen: 3.212137460708618 (2.759953996040644) | > loss_kl: 1.5848942995071411 (1.7185484550601646) | > loss_feat: 11.22030258178711 (8.257706071134143) | > loss_mel: 15.682907104492188 (13.062260425811985) | > loss_duration: 1.6389063596725464 (1.6740058172640002) | > amp_scaler: 256.0 (290.1637010676159) | > loss_1: 33.33914566040039 (27.47247470231244) | > grad_norm_1: tensor(151.0267, device='cuda:0') (tensor(380.7302, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8755 (0.840007013273409) | > loader_time: 0.0104 (0.010452698558250784)  --> TIME: 2025-05-11 02:30:30 -- STEP: 612/725 -- GLOBAL_STEP: 296600 | > loss_disc: 2.2120399475097656 (2.2071683307488734) | > loss_disc_real_0: 0.17510037124156952 (0.13838234599801455) | > loss_disc_real_1: 0.183451309800148 (0.19026597993436206) | > loss_disc_real_2: 0.19700023531913757 (0.1891742487212801) | > loss_disc_real_3: 0.18096163868904114 (0.20467520724324614) | > loss_disc_real_4: 0.20616139471530914 (0.19563379947071757) | > loss_disc_real_5: 0.1968492716550827 (0.2083693891033238) | > loss_0: 2.2120399475097656 (2.2071683307488734) | > grad_norm_0: tensor(28.2565, device='cuda:0') (tensor(21.0697, device='cuda:0')) | > loss_gen: 2.813143014907837 (2.759107007310282) | > loss_kl: 1.6459741592407227 (1.7164440743284288) | > loss_feat: 7.5638556480407715 (8.244347341699545) | > loss_mel: 12.077510833740234 (13.046734102411202) | > loss_duration: 1.59891939163208 (1.67346883599275) | > amp_scaler: 256.0 (287.37254901960796) | > loss_1: 25.69940185546875 (27.440101324343214) | > grad_norm_1: tensor(454.5774, device='cuda:0') (tensor(382.9732, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.7985 (0.839697515263277) | > loader_time: 0.0101 (0.010480790356405425)  --> TIME: 2025-05-11 02:31:12 -- STEP: 662/725 -- GLOBAL_STEP: 296650 | > loss_disc: 2.2972943782806396 (2.206561964264087) | > loss_disc_real_0: 0.17692093551158905 (0.1384223018888261) | > loss_disc_real_1: 0.21493026614189148 (0.19029437912644942) | > loss_disc_real_2: 0.22021831572055817 (0.1889713213207858) | > loss_disc_real_3: 0.2001441866159439 (0.20477227551519323) | > loss_disc_real_4: 0.21824781596660614 (0.1956164739193152) | > loss_disc_real_5: 0.22070252895355225 (0.20834583640548757) | > loss_0: 2.2972943782806396 (2.206561964264087) | > grad_norm_0: tensor(35.4499, device='cuda:0') (tensor(21.0865, device='cuda:0')) | > loss_gen: 2.599268913269043 (2.759746842153843) | > loss_kl: 1.5580748319625854 (1.7147480958898262) | > loss_feat: 8.441561698913574 (8.240568296426739) | > loss_mel: 12.904108047485352 (13.047948284091541) | > loss_duration: 1.684372067451477 (1.6736551706884555) | > amp_scaler: 256.0 (285.0030211480364) | > loss_1: 27.18738555908203 (27.436666647112983) | > grad_norm_1: tensor(507.5948, device='cuda:0') (tensor(383.5941, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8665 (0.8392508739431099) | > loader_time: 0.0103 (0.010499693835970138)  --> TIME: 2025-05-11 02:31:55 -- STEP: 712/725 -- GLOBAL_STEP: 296700 | > loss_disc: 2.164222478866577 (2.204738651768545) | > loss_disc_real_0: 0.1293582320213318 (0.1379229455788651) | > loss_disc_real_1: 0.1643042117357254 (0.19028730395386062) | > loss_disc_real_2: 0.19668829441070557 (0.1888150502665993) | > loss_disc_real_3: 0.19246689975261688 (0.20472598473510037) | > loss_disc_real_4: 0.18387651443481445 (0.1954466837217633) | > loss_disc_real_5: 0.19704726338386536 (0.20812752342709664) | > loss_0: 2.164222478866577 (2.204738651768545) | > grad_norm_0: tensor(16.5894, device='cuda:0') (tensor(21.0726, device='cuda:0')) | > loss_gen: 2.749035358428955 (2.762213749162264) | > loss_kl: 1.5799726247787476 (1.712826996371987) | > loss_feat: 8.550958633422852 (8.253952771090397) | > loss_mel: 13.527366638183594 (13.057838157321624) | > loss_duration: 1.6578493118286133 (1.673112834437509) | > amp_scaler: 256.0 (282.9662921348319) | > loss_1: 28.065181732177734 (27.459944454471717) | > grad_norm_1: tensor(130.3694, device='cuda:0') (tensor(386.7253, device='cuda:0')) | > current_lr_0: 0.00019155781537342616 | > current_lr_1: 0.00019155781537342616 | > step_time: 0.8177 (0.8395099649938305) | > loader_time: 0.0099 (0.010516654574469236)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1370019912719727 (2.1370019912719727) | > loss_disc_real_0: 0.10665226727724075 (0.10665226727724075) | > loss_disc_real_1: 0.14812222123146057 (0.14812222123146057) | > loss_disc_real_2: 0.1812128722667694 (0.1812128722667694) | > loss_disc_real_3: 0.221779003739357 (0.221779003739357) | > loss_disc_real_4: 0.2534213662147522 (0.2534213662147522) | > loss_disc_real_5: 0.2750794589519501 (0.2750794589519501) | > loss_0: 2.1370019912719727 (2.1370019912719727) | > loss_gen: 2.8717143535614014 (2.8717143535614014) | > loss_kl: 2.1725878715515137 (2.1725878715515137) | > loss_feat: 8.54020881652832 (8.54020881652832) | > loss_mel: 13.986717224121094 (13.986717224121094) | > loss_duration: 1.715973138809204 (1.715973138809204) | > loss_1: 29.287200927734375 (29.287200927734375)  --> STEP: 1 | > loss_disc: 2.2213737964630127 (2.2213737964630127) | > loss_disc_real_0: 0.10271073132753372 (0.10271073132753372) | > loss_disc_real_1: 0.15235935151576996 (0.15235935151576996) | > loss_disc_real_2: 0.17528164386749268 (0.17528164386749268) | > loss_disc_real_3: 0.20121510326862335 (0.20121510326862335) | > loss_disc_real_4: 0.2683486044406891 (0.2683486044406891) | > loss_disc_real_5: 0.2757376730442047 (0.2757376730442047) | > loss_0: 2.2213737964630127 (2.2213737964630127) | > loss_gen: 2.6917002201080322 (2.6917002201080322) | > loss_kl: 2.3027164936065674 (2.3027164936065674) | > loss_feat: 8.536273002624512 (8.536273002624512) | > loss_mel: 13.808659553527832 (13.808659553527832) | > loss_duration: 1.8165364265441895 (1.8165364265441895) | > loss_1: 29.1558837890625 (29.1558837890625)  --> STEP: 2 | > loss_disc: 2.239297866821289 (2.230335831642151) | > loss_disc_real_0: 0.121608205139637 (0.11215946823358536) | > loss_disc_real_1: 0.16371582448482513 (0.15803758800029755) | > loss_disc_real_2: 0.190582275390625 (0.18293195962905884) | > loss_disc_real_3: 0.20040374994277954 (0.20080942660570145) | > loss_disc_real_4: 0.28139710426330566 (0.2748728543519974) | > loss_disc_real_5: 0.2646101117134094 (0.27017389237880707) | > loss_0: 2.239297866821289 (2.230335831642151) | > loss_gen: 2.7429025173187256 (2.717301368713379) | > loss_kl: 1.87545907497406 (2.0890877842903137) | > loss_feat: 8.061441421508789 (8.29885721206665) | > loss_mel: 13.065397262573242 (13.437028408050537) | > loss_duration: 1.8551089763641357 (1.8358227014541626) | > loss_1: 27.60030746459961 (28.378095626831055)  --> STEP: 3 | > loss_disc: 2.255491256713867 (2.238720973332723) | > loss_disc_real_0: 0.1262977421283722 (0.1168722261985143) | > loss_disc_real_1: 0.16905291378498077 (0.1617093632618586) | > loss_disc_real_2: 0.17870835959911346 (0.18152409295241037) | > loss_disc_real_3: 0.21967551112174988 (0.20709812144438425) | > loss_disc_real_4: 0.2913973033428192 (0.2803810040156047) | > loss_disc_real_5: 0.26922935247421265 (0.26985904574394226) | > loss_0: 2.255491256713867 (2.238720973332723) | > loss_gen: 2.7618002891540527 (2.7321343421936035) | > loss_kl: 2.018622398376465 (2.0655993223190308) | > loss_feat: 8.009790420532227 (8.20250161488851) | > loss_mel: 13.20271110534668 (13.358922640482584) | > loss_duration: 1.836944580078125 (1.8361966609954834) | > loss_1: 27.829870223999023 (28.195353825887043)  --> STEP: 4 | > loss_disc: 2.365022897720337 (2.2702964544296265) | > loss_disc_real_0: 0.14925529062747955 (0.12496799230575562) | > loss_disc_real_1: 0.1815662533044815 (0.16667358577251434) | > loss_disc_real_2: 0.1765943169593811 (0.18029164895415306) | > loss_disc_real_3: 0.19413849711418152 (0.20385821536183357) | > loss_disc_real_4: 0.2593669891357422 (0.27512750029563904) | > loss_disc_real_5: 0.28824740648269653 (0.27445613592863083) | > loss_0: 2.365022897720337 (2.2702964544296265) | > loss_gen: 2.476055383682251 (2.6681146025657654) | > loss_kl: 2.173032760620117 (2.0924576818943024) | > loss_feat: 7.539518356323242 (8.036755800247192) | > loss_mel: 11.650079727172852 (12.931711912155151) | > loss_duration: 1.7761183977127075 (1.8211770951747894) | > loss_1: 25.614805221557617 (27.550216674804688) --> EVAL PERFORMANCE | > avg_loader_time: 0.2973453402519226 (+0.01976919174194336) | > avg_loss_disc: 2.2702964544296265 (+0.009216666221618652) | > avg_loss_disc_real_0: 0.12496799230575562 (+0.013816256076097488) | > avg_loss_disc_real_1: 0.16667358577251434 (+0.0072338879108428955) | > avg_loss_disc_real_2: 0.18029164895415306 (+0.012722693383693695) | > avg_loss_disc_real_3: 0.20385821536183357 (+0.011168498545885086) | > avg_loss_disc_real_4: 0.27512750029563904 (+0.02966814488172531) | > avg_loss_disc_real_5: 0.27445613592863083 (+0.03056485578417778) | > avg_loss_0: 2.2702964544296265 (+0.009216666221618652) | > avg_loss_gen: 2.6681146025657654 (+0.1995227336883545) | > avg_loss_kl: 2.0924576818943024 (+0.14893090724945068) | > avg_loss_feat: 8.036755800247192 (-0.10006332397460938) | > avg_loss_mel: 12.931711912155151 (-0.8054590225219727) | > avg_loss_duration: 1.8211770951747894 (+0.0016434192657470703) | > avg_loss_1: 27.550216674804688 (-0.5554261207580566)  > EPOCH: 346/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 02:32:13)   --> TIME: 2025-05-11 02:32:47 -- STEP: 37/725 -- GLOBAL_STEP: 296750 | > loss_disc: 2.211432456970215 (2.195325619465596) | > loss_disc_real_0: 0.11897705495357513 (0.13403110709544772) | > loss_disc_real_1: 0.1642708033323288 (0.19034207189405286) | > loss_disc_real_2: 0.17591950297355652 (0.1887309015602679) | > loss_disc_real_3: 0.20014162361621857 (0.2053049247007112) | > loss_disc_real_4: 0.18798518180847168 (0.19495394101014007) | > loss_disc_real_5: 0.20846553146839142 (0.2058846559878942) | > loss_0: 2.211432456970215 (2.195325619465596) | > grad_norm_0: tensor(21.4393, device='cuda:0') (tensor(21.2367, device='cuda:0')) | > loss_gen: 2.6774449348449707 (2.7557956463581808) | > loss_kl: 1.6843817234039307 (1.7237316659978918) | > loss_feat: 8.387657165527344 (8.184740788227803) | > loss_mel: 12.847392082214355 (12.849254633929279) | > loss_duration: 1.6839449405670166 (1.6692053917292002) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.280818939208984 (27.182728019920557) | > grad_norm_1: tensor(508.1094, device='cuda:0') (tensor(452.7542, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8473 (0.8452501941371608) | > loader_time: 0.0097 (0.00987076114963841)  --> TIME: 2025-05-11 02:33:30 -- STEP: 87/725 -- GLOBAL_STEP: 296800 | > loss_disc: 2.185811996459961 (2.199615168845516) | > loss_disc_real_0: 0.14693517982959747 (0.13550913796342645) | > loss_disc_real_1: 0.20658539235591888 (0.1917610630906862) | > loss_disc_real_2: 0.16939404606819153 (0.18807032087753559) | > loss_disc_real_3: 0.222894087433815 (0.20643876116166168) | > loss_disc_real_4: 0.24657881259918213 (0.19765736453834626) | > loss_disc_real_5: 0.23446151614189148 (0.205091405360178) | > loss_0: 2.185811996459961 (2.199615168845516) | > grad_norm_0: tensor(28.2253, device='cuda:0') (tensor(22.0475, device='cuda:0')) | > loss_gen: 2.8084845542907715 (2.772937739032438) | > loss_kl: 1.7317113876342773 (1.7118543893441387) | > loss_feat: 9.114625930786133 (8.271784996164259) | > loss_mel: 14.350512504577637 (13.009123363714108) | > loss_duration: 1.6412427425384521 (1.671961856984544) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.646577835083008 (27.43766221232798) | > grad_norm_1: tensor(512.6446, device='cuda:0') (tensor(441.8400, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8277 (0.848030345193271) | > loader_time: 0.0111 (0.009788946173656948)  --> TIME: 2025-05-11 02:34:13 -- STEP: 137/725 -- GLOBAL_STEP: 296850 | > loss_disc: 2.1615562438964844 (2.1974041322722053) | > loss_disc_real_0: 0.12842674553394318 (0.13439188016592152) | > loss_disc_real_1: 0.19895897805690765 (0.19083645624400927) | > loss_disc_real_2: 0.1842152327299118 (0.1879456356494096) | > loss_disc_real_3: 0.20760509371757507 (0.20502077336729008) | > loss_disc_real_4: 0.17911279201507568 (0.196554576828532) | > loss_disc_real_5: 0.2522891163825989 (0.20646211135126377) | > loss_0: 2.1615562438964844 (2.1974041322722053) | > grad_norm_0: tensor(29.7654, device='cuda:0') (tensor(21.1313, device='cuda:0')) | > loss_gen: 2.96537446975708 (2.7749909066805873) | > loss_kl: 1.664319634437561 (1.7188842070363732) | > loss_feat: 9.772350311279297 (8.339043056877866) | > loss_mel: 14.207468032836914 (13.110705243409985) | > loss_duration: 1.6691391468048096 (1.6722842072048327) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.27865219116211 (27.615907571611615) | > grad_norm_1: tensor(418.0070, device='cuda:0') (tensor(406.0995, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.822 (0.8487463293284395) | > loader_time: 0.0086 (0.009791141008808665)  --> TIME: 2025-05-11 02:34:56 -- STEP: 187/725 -- GLOBAL_STEP: 296900 | > loss_disc: 2.3752524852752686 (2.202292782737609) | > loss_disc_real_0: 0.2147059291601181 (0.13559533093861728) | > loss_disc_real_1: 0.1982661336660385 (0.1918162481191962) | > loss_disc_real_2: 0.2038000375032425 (0.18851822797946113) | > loss_disc_real_3: 0.19710177183151245 (0.2054549963238405) | > loss_disc_real_4: 0.19218477606773376 (0.19656279898263562) | > loss_disc_real_5: 0.2369348257780075 (0.20616131510964053) | > loss_0: 2.3752524852752686 (2.202292782737609) | > grad_norm_0: tensor(28.6305, device='cuda:0') (tensor(21.6699, device='cuda:0')) | > loss_gen: 2.5596354007720947 (2.7706365738323027) | > loss_kl: 1.8646129369735718 (1.7182978232276631) | > loss_feat: 7.037107467651367 (8.299608008746802) | > loss_mel: 11.364885330200195 (13.058422042724283) | > loss_duration: 1.6925978660583496 (1.6734221217466545) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.51883888244629 (27.520386537766075) | > grad_norm_1: tensor(421.9816, device='cuda:0') (tensor(407.8648, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8516 (0.8481985069213704) | > loader_time: 0.0101 (0.009788546332701004)  --> TIME: 2025-05-11 02:35:40 -- STEP: 237/725 -- GLOBAL_STEP: 296950 | > loss_disc: 2.097034454345703 (2.2001134393587387) | > loss_disc_real_0: 0.11384346336126328 (0.13477688034375512) | > loss_disc_real_1: 0.2010437697172165 (0.19140676764244774) | > loss_disc_real_2: 0.17192770540714264 (0.1880344520264034) | > loss_disc_real_3: 0.19008900225162506 (0.20561973605980852) | > loss_disc_real_4: 0.18979360163211823 (0.19631449350073374) | > loss_disc_real_5: 0.20612196624279022 (0.20722747528100316) | > loss_0: 2.097034454345703 (2.2001134393587387) | > grad_norm_0: tensor(12.3407, device='cuda:0') (tensor(20.8998, device='cuda:0')) | > loss_gen: 2.7830958366394043 (2.7706452502480037) | > loss_kl: 1.8610882759094238 (1.7310896292014464) | > loss_feat: 8.430802345275879 (8.31732869651248) | > loss_mel: 14.498017311096191 (13.041846597244971) | > loss_duration: 1.639181137084961 (1.6729458057427706) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.212186813354492 (27.533855921105495) | > grad_norm_1: tensor(398.3923, device='cuda:0') (tensor(402.9448, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8144 (0.8484332299936673) | > loader_time: 0.01 (0.009793529027624977)  --> TIME: 2025-05-11 02:36:22 -- STEP: 287/725 -- GLOBAL_STEP: 297000 | > loss_disc: 2.2385809421539307 (2.2018679043972527) | > loss_disc_real_0: 0.18721222877502441 (0.13552385199983777) | > loss_disc_real_1: 0.18398748338222504 (0.1910917120320457) | > loss_disc_real_2: 0.19493965804576874 (0.18816740411083877) | > loss_disc_real_3: 0.19306544959545135 (0.20541710658355872) | > loss_disc_real_4: 0.21001970767974854 (0.1965511259509296) | > loss_disc_real_5: 0.22229443490505219 (0.20705118785751822) | > loss_0: 2.2385809421539307 (2.2018679043972527) | > grad_norm_0: tensor(28.4930, device='cuda:0') (tensor(21.1406, device='cuda:0')) | > loss_gen: 2.8221256732940674 (2.767489276281218) | > loss_kl: 1.7757648229599 (1.733308468130823) | > loss_feat: 8.310568809509277 (8.288376723432384) | > loss_mel: 12.89098072052002 (13.006548366480173) | > loss_duration: 1.6860463619232178 (1.6731933255644207) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.48548698425293 (27.468916118768032) | > grad_norm_1: tensor(262.2292, device='cuda:0') (tensor(405.3346, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8011 (0.8470821837514952) | > loader_time: 0.0093 (0.009818826402936662) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_297000.pth  --> TIME: 2025-05-11 02:37:08 -- STEP: 337/725 -- GLOBAL_STEP: 297050 | > loss_disc: 2.117332935333252 (2.1994669593052616) | > loss_disc_real_0: 0.0893247127532959 (0.135583256821781) | > loss_disc_real_1: 0.15922676026821136 (0.19039219440975255) | > loss_disc_real_2: 0.16386055946350098 (0.18763281037970186) | > loss_disc_real_3: 0.222876638174057 (0.20512768966684714) | > loss_disc_real_4: 0.17263799905776978 (0.19624712506104647) | > loss_disc_real_5: 0.21519644558429718 (0.20776242035432815) | > loss_0: 2.117332935333252 (2.1994669593052616) | > grad_norm_0: tensor(19.7893, device='cuda:0') (tensor(21.1968, device='cuda:0')) | > loss_gen: 2.822507619857788 (2.7691829105513057) | > loss_kl: 1.7857829332351685 (1.7369768775181529) | > loss_feat: 7.973917484283447 (8.301828568342536) | > loss_mel: 13.295305252075195 (13.011111004769985) | > loss_duration: 1.6413977146148682 (1.6723386940687268) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.518911361694336 (27.49143799122434) | > grad_norm_1: tensor(488.4271, device='cuda:0') (tensor(405.0347, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.894 (0.8477510351809266) | > loader_time: 0.01 (0.009810790110058887)  --> TIME: 2025-05-11 02:37:51 -- STEP: 387/725 -- GLOBAL_STEP: 297100 | > loss_disc: 2.293130874633789 (2.2015497105374195) | > loss_disc_real_0: 0.17726123332977295 (0.13650043241352394) | > loss_disc_real_1: 0.19378219544887543 (0.1905379443590648) | > loss_disc_real_2: 0.2130935937166214 (0.1883324397780791) | > loss_disc_real_3: 0.1595505028963089 (0.20493012235454197) | > loss_disc_real_4: 0.19872386753559113 (0.19625075916141194) | > loss_disc_real_5: 0.18117910623550415 (0.20699615414598505) | > loss_0: 2.293130874633789 (2.2015497105374195) | > grad_norm_0: tensor(27.1593, device='cuda:0') (tensor(21.4795, device='cuda:0')) | > loss_gen: 2.660353422164917 (2.7693717103903928) | > loss_kl: 1.573663592338562 (1.7348519221756808) | > loss_feat: 7.180792808532715 (8.301545186252248) | > loss_mel: 12.146339416503906 (13.028303801859385) | > loss_duration: 1.7399370670318604 (1.6728126901064726) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.301084518432617 (27.506885222994388) | > grad_norm_1: tensor(269.2105, device='cuda:0') (tensor(406.5519, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8558 (0.8482382383765484) | > loader_time: 0.0101 (0.009839924730995835)  --> TIME: 2025-05-11 02:38:34 -- STEP: 437/725 -- GLOBAL_STEP: 297150 | > loss_disc: 2.0157206058502197 (2.2022588018421723) | > loss_disc_real_0: 0.09681828320026398 (0.13674777950793165) | > loss_disc_real_1: 0.17631065845489502 (0.19042934855825575) | > loss_disc_real_2: 0.17685391008853912 (0.18855497865027643) | > loss_disc_real_3: 0.2080119252204895 (0.20498872648933117) | > loss_disc_real_4: 0.19942764937877655 (0.19626166680039203) | > loss_disc_real_5: 0.23884320259094238 (0.20718687019168106) | > loss_0: 2.0157206058502197 (2.2022588018421723) | > grad_norm_0: tensor(13.3905, device='cuda:0') (tensor(21.4081, device='cuda:0')) | > loss_gen: 3.0212152004241943 (2.7685239260474943) | > loss_kl: 1.5825685262680054 (1.7367199678442844) | > loss_feat: 10.375262260437012 (8.30008685506999) | > loss_mel: 15.1377534866333 (13.038168307027231) | > loss_duration: 1.640411138534546 (1.6729737408373935) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.757211685180664 (27.51647272699212) | > grad_norm_1: tensor(496.9695, device='cuda:0') (tensor(407.6255, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.9012 (0.8480297106081616) | > loader_time: 0.0104 (0.00982392898140565)  --> TIME: 2025-05-11 02:39:17 -- STEP: 487/725 -- GLOBAL_STEP: 297200 | > loss_disc: 2.3666532039642334 (2.204020168747012) | > loss_disc_real_0: 0.18111594021320343 (0.13716679608001847) | > loss_disc_real_1: 0.18129737675189972 (0.19025544947667294) | > loss_disc_real_2: 0.20420393347740173 (0.18846302141399113) | > loss_disc_real_3: 0.19943223893642426 (0.20508066024746008) | > loss_disc_real_4: 0.22502835094928741 (0.1963273832685404) | > loss_disc_real_5: 0.2253042459487915 (0.20718049626697999) | > loss_0: 2.3666532039642334 (2.204020168747012) | > grad_norm_0: tensor(15.3425, device='cuda:0') (tensor(21.4606, device='cuda:0')) | > loss_gen: 2.58573317527771 (2.76414966828035) | > loss_kl: 1.7297394275665283 (1.7334980499573067) | > loss_feat: 6.603342533111572 (8.282580720325754) | > loss_mel: 11.29240608215332 (13.03069797139883) | > loss_duration: 1.6777756214141846 (1.6734608154766855) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.88899803161621 (27.484387184315395) | > grad_norm_1: tensor(127.9267, device='cuda:0') (tensor(406.5890, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8163 (0.8481272510434568) | > loader_time: 0.0091 (0.009810696392333488)  --> TIME: 2025-05-11 02:40:01 -- STEP: 537/725 -- GLOBAL_STEP: 297250 | > loss_disc: 2.410127639770508 (2.2031122639192557) | > loss_disc_real_0: 0.18331940472126007 (0.13716656423314325) | > loss_disc_real_1: 0.2074592113494873 (0.1903896009344851) | > loss_disc_real_2: 0.20525868237018585 (0.18839456110471237) | > loss_disc_real_3: 0.23518866300582886 (0.2051722025238602) | > loss_disc_real_4: 0.22087156772613525 (0.19645345954699667) | > loss_disc_real_5: 0.26313942670822144 (0.20698363349202406) | > loss_0: 2.410127639770508 (2.2031122639192557) | > grad_norm_0: tensor(28.5882, device='cuda:0') (tensor(21.6000, device='cuda:0')) | > loss_gen: 2.4513258934020996 (2.7676516595943466) | > loss_kl: 1.4429463148117065 (1.7343914104795544) | > loss_feat: 7.431063175201416 (8.29247098883659) | > loss_mel: 11.877788543701172 (13.048622955379098) | > loss_duration: 1.703109622001648 (1.673868446154745) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.906232833862305 (27.51700542670166) | > grad_norm_1: tensor(483.3746, device='cuda:0') (tensor(410.8401, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8499 (0.8490654290055429) | > loader_time: 0.009 (0.009794111802369304)  --> TIME: 2025-05-11 02:40:44 -- STEP: 587/725 -- GLOBAL_STEP: 297300 | > loss_disc: 2.097127676010132 (2.2051184035241103) | > loss_disc_real_0: 0.14334988594055176 (0.1377923708580421) | > loss_disc_real_1: 0.16720445454120636 (0.19039634938845235) | > loss_disc_real_2: 0.17092055082321167 (0.18844846182929606) | > loss_disc_real_3: 0.19954702258110046 (0.2052775224134504) | > loss_disc_real_4: 0.20539923012256622 (0.19663394601726855) | > loss_disc_real_5: 0.2028985172510147 (0.20689453468919822) | > loss_0: 2.097127676010132 (2.2051184035241103) | > grad_norm_0: tensor(37.3686, device='cuda:0') (tensor(21.8644, device='cuda:0')) | > loss_gen: 2.9882965087890625 (2.767712999243144) | > loss_kl: 1.6275218725204468 (1.7337495988231701) | > loss_feat: 9.086052894592285 (8.287639236937594) | > loss_mel: 14.155166625976562 (13.051006981623846) | > loss_duration: 1.656009554862976 (1.6734996246113685) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.513046264648438 (27.513608406105885) | > grad_norm_1: tensor(499.6182, device='cuda:0') (tensor(412.6868, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.864 (0.8487963477432016) | > loader_time: 0.0091 (0.009763419932766715)  --> TIME: 2025-05-11 02:41:27 -- STEP: 637/725 -- GLOBAL_STEP: 297350 | > loss_disc: 2.1885623931884766 (2.2041215771221494) | > loss_disc_real_0: 0.15028074383735657 (0.13759708119149855) | > loss_disc_real_1: 0.1674739420413971 (0.19031865415243748) | > loss_disc_real_2: 0.18452346324920654 (0.18841625607369283) | > loss_disc_real_3: 0.19377708435058594 (0.2052931188601339) | > loss_disc_real_4: 0.2023748904466629 (0.1965611518786129) | > loss_disc_real_5: 0.2593782842159271 (0.2068188859258005) | > loss_0: 2.1885623931884766 (2.2041215771221494) | > grad_norm_0: tensor(21.9152, device='cuda:0') (tensor(21.7273, device='cuda:0')) | > loss_gen: 2.8316593170166016 (2.7683035305568167) | > loss_kl: 1.4668753147125244 (1.7299292628394562) | > loss_feat: 8.436674118041992 (8.288426296677285) | > loss_mel: 13.717231750488281 (13.054417144559803) | > loss_duration: 1.6503571271896362 (1.6729684094993436) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.10279655456543 (27.51404460745292) | > grad_norm_1: tensor(391.2936, device='cuda:0') (tensor(413.0223, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8387 (0.8489902607125802) | > loader_time: 0.0093 (0.009754027451974819)  --> TIME: 2025-05-11 02:42:10 -- STEP: 687/725 -- GLOBAL_STEP: 297400 | > loss_disc: 2.2499332427978516 (2.205090305343639) | > loss_disc_real_0: 0.16933393478393555 (0.13763815227467585) | > loss_disc_real_1: 0.21072274446487427 (0.19047727471616072) | > loss_disc_real_2: 0.17547711730003357 (0.18854406415288302) | > loss_disc_real_3: 0.18172334134578705 (0.20532949900002453) | > loss_disc_real_4: 0.16955575346946716 (0.19660430613043006) | > loss_disc_real_5: 0.1859692931175232 (0.20666878712749898) | > loss_0: 2.2499332427978516 (2.205090305343639) | > grad_norm_0: tensor(25.4249, device='cuda:0') (tensor(21.7184, device='cuda:0')) | > loss_gen: 2.5913913249969482 (2.766663125161696) | > loss_kl: 1.6017788648605347 (1.7283103054787912) | > loss_feat: 8.029725074768066 (8.278032832444156) | > loss_mel: 11.218592643737793 (13.047444592049722) | > loss_duration: 1.690748691558838 (1.673157257804704) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.13223648071289 (27.493608074937846) | > grad_norm_1: tensor(519.9706, device='cuda:0') (tensor(413.4359, device='cuda:0')) | > current_lr_0: 0.0001915338706465045 | > current_lr_1: 0.0001915338706465045 | > step_time: 0.8682 (0.8487706656365762) | > loader_time: 0.0098 (0.009736954037973112)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.334336280822754 (2.334336280822754) | > loss_disc_real_0: 0.1519795060157776 (0.1519795060157776) | > loss_disc_real_1: 0.22959880530834198 (0.22959880530834198) | > loss_disc_real_2: 0.21291619539260864 (0.21291619539260864) | > loss_disc_real_3: 0.22509507834911346 (0.22509507834911346) | > loss_disc_real_4: 0.2801819145679474 (0.2801819145679474) | > loss_disc_real_5: 0.21186213195323944 (0.21186213195323944) | > loss_0: 2.334336280822754 (2.334336280822754) | > loss_gen: 2.6818337440490723 (2.6818337440490723) | > loss_kl: 2.0876970291137695 (2.0876970291137695) | > loss_feat: 8.518722534179688 (8.518722534179688) | > loss_mel: 14.113102912902832 (14.113102912902832) | > loss_duration: 1.7073895931243896 (1.7073895931243896) | > loss_1: 29.108745574951172 (29.108745574951172)  --> STEP: 1 | > loss_disc: 2.3478777408599854 (2.3478777408599854) | > loss_disc_real_0: 0.16602447628974915 (0.16602447628974915) | > loss_disc_real_1: 0.22186227142810822 (0.22186227142810822) | > loss_disc_real_2: 0.21947741508483887 (0.21947741508483887) | > loss_disc_real_3: 0.2494065761566162 (0.2494065761566162) | > loss_disc_real_4: 0.2703680694103241 (0.2703680694103241) | > loss_disc_real_5: 0.20894593000411987 (0.20894593000411987) | > loss_0: 2.3478777408599854 (2.3478777408599854) | > loss_gen: 2.6566407680511475 (2.6566407680511475) | > loss_kl: 2.2207982540130615 (2.2207982540130615) | > loss_feat: 7.579620838165283 (7.579620838165283) | > loss_mel: 13.473682403564453 (13.473682403564453) | > loss_duration: 1.8182564973831177 (1.8182564973831177) | > loss_1: 27.748998641967773 (27.748998641967773)  --> STEP: 2 | > loss_disc: 2.338305711746216 (2.3430917263031006) | > loss_disc_real_0: 0.16115176677703857 (0.16358812153339386) | > loss_disc_real_1: 0.206333190202713 (0.21409773081541061) | > loss_disc_real_2: 0.20367670059204102 (0.21157705783843994) | > loss_disc_real_3: 0.24862638115882874 (0.24901647865772247) | > loss_disc_real_4: 0.2555813193321228 (0.26297469437122345) | > loss_disc_real_5: 0.2171897292137146 (0.21306782960891724) | > loss_0: 2.338305711746216 (2.3430917263031006) | > loss_gen: 2.60050106048584 (2.6285709142684937) | > loss_kl: 1.8845816850662231 (2.0526899695396423) | > loss_feat: 6.966739654541016 (7.273180246353149) | > loss_mel: 12.900814056396484 (13.187248229980469) | > loss_duration: 1.8601475954055786 (1.8392020463943481) | > loss_1: 26.212785720825195 (26.980892181396484)  --> STEP: 3 | > loss_disc: 2.3718314170837402 (2.3526716232299805) | > loss_disc_real_0: 0.14545893669128418 (0.1575450599193573) | > loss_disc_real_1: 0.23349355161190033 (0.2205630044142405) | > loss_disc_real_2: 0.2320786416530609 (0.21841091910998026) | > loss_disc_real_3: 0.2546846270561218 (0.2509058614571889) | > loss_disc_real_4: 0.28087058663368225 (0.26893999179204303) | > loss_disc_real_5: 0.2086637020111084 (0.2115997870763143) | > loss_0: 2.3718314170837402 (2.3526716232299805) | > loss_gen: 2.7088356018066406 (2.6553258101145425) | > loss_kl: 1.9667024612426758 (2.024027466773987) | > loss_feat: 7.16109561920166 (7.235818703969319) | > loss_mel: 13.466915130615234 (13.280470530192057) | > loss_duration: 1.834113359451294 (1.83750581741333) | > loss_1: 27.137662887573242 (27.033149083455402)  --> STEP: 4 | > loss_disc: 2.386106014251709 (2.3610302209854126) | > loss_disc_real_0: 0.15624608099460602 (0.15722031518816948) | > loss_disc_real_1: 0.2621564269065857 (0.2309613600373268) | > loss_disc_real_2: 0.22359824180603027 (0.21970774978399277) | > loss_disc_real_3: 0.27787816524505615 (0.25764893740415573) | > loss_disc_real_4: 0.30509671568870544 (0.27797917276620865) | > loss_disc_real_5: 0.21782369911670685 (0.21315576508641243) | > loss_0: 2.386106014251709 (2.3610302209854126) | > loss_gen: 2.862832546234131 (2.7072024941444397) | > loss_kl: 1.9002556800842285 (1.9930845201015472) | > loss_feat: 8.119593620300293 (7.456762433052063) | > loss_mel: 14.339162826538086 (13.545143604278564) | > loss_duration: 1.7624768018722534 (1.818748563528061) | > loss_1: 28.98432159423828 (27.520942211151123) --> EVAL PERFORMANCE | > avg_loader_time: 0.27830398082733154 (-0.019041359424591064) | > avg_loss_disc: 2.3610302209854126 (+0.09073376655578613) | > avg_loss_disc_real_0: 0.15722031518816948 (+0.032252322882413864) | > avg_loss_disc_real_1: 0.2309613600373268 (+0.06428777426481247) | > avg_loss_disc_real_2: 0.21970774978399277 (+0.039416100829839706) | > avg_loss_disc_real_3: 0.25764893740415573 (+0.05379072204232216) | > avg_loss_disc_real_4: 0.27797917276620865 (+0.0028516724705696106) | > avg_loss_disc_real_5: 0.21315576508641243 (-0.0613003708422184) | > avg_loss_0: 2.3610302209854126 (+0.09073376655578613) | > avg_loss_gen: 2.7072024941444397 (+0.039087891578674316) | > avg_loss_kl: 1.9930845201015472 (-0.09937316179275513) | > avg_loss_feat: 7.456762433052063 (-0.5799933671951294) | > avg_loss_mel: 13.545143604278564 (+0.6134316921234131) | > avg_loss_duration: 1.818748563528061 (-0.0024285316467285156) | > avg_loss_1: 27.520942211151123 (-0.029274463653564453)  > EPOCH: 347/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 02:42:49)   --> TIME: 2025-05-11 02:43:02 -- STEP: 12/725 -- GLOBAL_STEP: 297450 | > loss_disc: 2.3313465118408203 (2.2546022137006125) | > loss_disc_real_0: 0.1593366116285324 (0.14355294592678547) | > loss_disc_real_1: 0.21936576068401337 (0.1992060268918673) | > loss_disc_real_2: 0.21366876363754272 (0.19333902249733606) | > loss_disc_real_3: 0.22089117765426636 (0.2101870489617189) | > loss_disc_real_4: 0.24412839114665985 (0.20412743836641312) | > loss_disc_real_5: 0.20259302854537964 (0.21023199583093324) | > loss_0: 2.3313465118408203 (2.2546022137006125) | > grad_norm_0: tensor(25.7700, device='cuda:0') (tensor(24.8265, device='cuda:0')) | > loss_gen: 2.662712574005127 (2.7176987131436667) | > loss_kl: 1.8539273738861084 (1.7671905557314556) | > loss_feat: 7.390331268310547 (7.989452004432678) | > loss_mel: 12.217180252075195 (12.909720341364542) | > loss_duration: 1.6971744298934937 (1.67763289809227) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.821325302124023 (27.061694780985516) | > grad_norm_1: tensor(475.7473, device='cuda:0') (tensor(395.7114, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8481 (0.8362396558125814) | > loader_time: 0.0088 (0.009469489256540934)  --> TIME: 2025-05-11 02:43:45 -- STEP: 62/725 -- GLOBAL_STEP: 297500 | > loss_disc: 2.2629642486572266 (2.212342608359552) | > loss_disc_real_0: 0.1321379691362381 (0.13884208940209877) | > loss_disc_real_1: 0.1610030084848404 (0.190027461657601) | > loss_disc_real_2: 0.20301932096481323 (0.1888663405852933) | > loss_disc_real_3: 0.21098178625106812 (0.2079669016022836) | > loss_disc_real_4: 0.18438465893268585 (0.19517542590056697) | > loss_disc_real_5: 0.21475264430046082 (0.20819858750027995) | > loss_0: 2.2629642486572266 (2.212342608359552) | > grad_norm_0: tensor(9.6411, device='cuda:0') (tensor(22.5002, device='cuda:0')) | > loss_gen: 2.61069917678833 (2.7560683719573484) | > loss_kl: 1.7067089080810547 (1.7345506010516998) | > loss_feat: 7.558547496795654 (8.210175760330689) | > loss_mel: 12.587677001953125 (13.028084385779596) | > loss_duration: 1.7092787027359009 (1.6697277022946266) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.172910690307617 (27.398606854100382) | > grad_norm_1: tensor(262.8190, device='cuda:0') (tensor(424.5318, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8469 (0.8507293385844077) | > loader_time: 0.0096 (0.009803272062732328)  --> TIME: 2025-05-11 02:44:28 -- STEP: 112/725 -- GLOBAL_STEP: 297550 | > loss_disc: 2.088289499282837 (2.1990756690502162) | > loss_disc_real_0: 0.09272295981645584 (0.13619917983721408) | > loss_disc_real_1: 0.15205436944961548 (0.19058627861418895) | > loss_disc_real_2: 0.15950024127960205 (0.1869339558428952) | > loss_disc_real_3: 0.20518425107002258 (0.20614224978323495) | > loss_disc_real_4: 0.15220336616039276 (0.19488980434834957) | > loss_disc_real_5: 0.21650780737400055 (0.20744152247373546) | > loss_0: 2.088289499282837 (2.1990756690502162) | > grad_norm_0: tensor(28.9209, device='cuda:0') (tensor(21.5917, device='cuda:0')) | > loss_gen: 2.986327886581421 (2.7698083988257807) | > loss_kl: 1.6980918645858765 (1.7132366767951421) | > loss_feat: 9.562175750732422 (8.2982076874801) | > loss_mel: 14.4652099609375 (13.107968730585915) | > loss_duration: 1.6668444871902466 (1.6729025968483515) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.378650665283203 (27.562124133110046) | > grad_norm_1: tensor(769.7358, device='cuda:0') (tensor(420.1958, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8191 (0.8514786234923771) | > loader_time: 0.0095 (0.009886230741228377)  --> TIME: 2025-05-11 02:45:12 -- STEP: 162/725 -- GLOBAL_STEP: 297600 | > loss_disc: 2.2469089031219482 (2.204715845025614) | > loss_disc_real_0: 0.15001071989536285 (0.13718098342234708) | > loss_disc_real_1: 0.1956980973482132 (0.19095965382861502) | > loss_disc_real_2: 0.17166832089424133 (0.1877320076764366) | > loss_disc_real_3: 0.1959562450647354 (0.20632488114966296) | > loss_disc_real_4: 0.19613215327262878 (0.19551417176370275) | > loss_disc_real_5: 0.20602960884571075 (0.20670632070597308) | > loss_0: 2.2469089031219482 (2.204715845025614) | > grad_norm_0: tensor(13.9086, device='cuda:0') (tensor(21.2977, device='cuda:0')) | > loss_gen: 2.7180545330047607 (2.765083168759758) | > loss_kl: 1.5456058979034424 (1.704652597138911) | > loss_feat: 8.293310165405273 (8.27070940276722) | > loss_mel: 13.233489990234375 (13.08574930238135) | > loss_duration: 1.637020468711853 (1.6732791595988807) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.427480697631836 (27.4994736659674) | > grad_norm_1: tensor(137.8430, device='cuda:0') (tensor(406.3260, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8295 (0.8521459647166876) | > loader_time: 0.0096 (0.009867746152995547)  --> TIME: 2025-05-11 02:45:55 -- STEP: 212/725 -- GLOBAL_STEP: 297650 | > loss_disc: 2.354487180709839 (2.2049278875566887) | > loss_disc_real_0: 0.14792931079864502 (0.13710374416748305) | > loss_disc_real_1: 0.19737829267978668 (0.19103931150627587) | > loss_disc_real_2: 0.20865994691848755 (0.18820159819047405) | > loss_disc_real_3: 0.2148815393447876 (0.2059629214400391) | > loss_disc_real_4: 0.18675358593463898 (0.1955719103087795) | > loss_disc_real_5: 0.23491962254047394 (0.20723521435317002) | > loss_0: 2.354487180709839 (2.2049278875566887) | > grad_norm_0: tensor(12.0033, device='cuda:0') (tensor(20.9546, device='cuda:0')) | > loss_gen: 2.5194170475006104 (2.7599867481105727) | > loss_kl: 1.8745099306106567 (1.7142999115979896) | > loss_feat: 6.656379222869873 (8.23677137887702) | > loss_mel: 11.698115348815918 (13.067916528233942) | > loss_duration: 1.6815072298049927 (1.6728671181876706) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.429927825927734 (27.45184166926258) | > grad_norm_1: tensor(215.5538, device='cuda:0') (tensor(396.2327, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8517 (0.8528182630269032) | > loader_time: 0.0115 (0.009915630772428689)  --> TIME: 2025-05-11 02:46:38 -- STEP: 262/725 -- GLOBAL_STEP: 297700 | > loss_disc: 2.50319766998291 (2.2093337919875875) | > loss_disc_real_0: 0.20269668102264404 (0.1380630146342379) | > loss_disc_real_1: 0.21924619376659393 (0.19099952354458452) | > loss_disc_real_2: 0.23013117909431458 (0.18885824584778937) | > loss_disc_real_3: 0.23480401933193207 (0.20649095647435156) | > loss_disc_real_4: 0.2119254469871521 (0.19560472485218344) | > loss_disc_real_5: 0.22936686873435974 (0.2071978870693964) | > loss_0: 2.50319766998291 (2.2093337919875875) | > grad_norm_0: tensor(16.5067, device='cuda:0') (tensor(20.7761, device='cuda:0')) | > loss_gen: 2.381518602371216 (2.752795073822254) | > loss_kl: 1.6987582445144653 (1.713021689243899) | > loss_feat: 5.107706546783447 (8.178167619777993) | > loss_mel: 9.10588264465332 (12.983246133527683) | > loss_duration: 1.6647143363952637 (1.6739332298286091) | > amp_scaler: 256.0 (256.0) | > loss_1: 19.958581924438477 (27.301163724360574) | > grad_norm_1: tensor(297.4526, device='cuda:0') (tensor(397.8796, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8975 (0.851565838770102) | > loader_time: 0.0097 (0.009878875645062393)  --> TIME: 2025-05-11 02:47:22 -- STEP: 312/725 -- GLOBAL_STEP: 297750 | > loss_disc: 2.2527084350585938 (2.206882145924447) | > loss_disc_real_0: 0.1658158004283905 (0.13781450930027622) | > loss_disc_real_1: 0.20541805028915405 (0.19065944014642472) | > loss_disc_real_2: 0.20678861439228058 (0.1888800559995267) | > loss_disc_real_3: 0.19029735028743744 (0.20637899169172996) | > loss_disc_real_4: 0.19816268980503082 (0.19556529686237) | > loss_disc_real_5: 0.23070070147514343 (0.2068764331440132) | > loss_0: 2.2527084350585938 (2.206882145924447) | > grad_norm_0: tensor(25.2035, device='cuda:0') (tensor(20.5854, device='cuda:0')) | > loss_gen: 2.67449951171875 (2.7545456550060172) | > loss_kl: 1.6651241779327393 (1.7071000188589096) | > loss_feat: 7.074568748474121 (8.180777988372695) | > loss_mel: 12.35490894317627 (12.980326579167293) | > loss_duration: 1.6738814115524292 (1.6728958567747703) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.442981719970703 (27.295646111170452) | > grad_norm_1: tensor(494.5627, device='cuda:0') (tensor(396.7130, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8309 (0.851436446110408) | > loader_time: 0.0106 (0.009874024452307287)  --> TIME: 2025-05-11 02:48:05 -- STEP: 362/725 -- GLOBAL_STEP: 297800 | > loss_disc: 2.193112373352051 (2.2064875509198862) | > loss_disc_real_0: 0.10581017285585403 (0.13811116206629495) | > loss_disc_real_1: 0.1732037514448166 (0.19053173670287946) | > loss_disc_real_2: 0.20540189743041992 (0.1890791925030519) | > loss_disc_real_3: 0.21423545479774475 (0.20589152678271025) | > loss_disc_real_4: 0.19841822981834412 (0.19529548888377726) | > loss_disc_real_5: 0.19996371865272522 (0.20641206748248472) | > loss_0: 2.193112373352051 (2.2064875509198862) | > grad_norm_0: tensor(14.9571, device='cuda:0') (tensor(20.5359, device='cuda:0')) | > loss_gen: 2.7822673320770264 (2.755893344378602) | > loss_kl: 1.8013626337051392 (1.7041747145231259) | > loss_feat: 8.063394546508789 (8.177964534548757) | > loss_mel: 12.872055053710938 (12.982045207892995) | > loss_duration: 1.6143567562103271 (1.671817934644815) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.13343620300293 (27.291895713595395) | > grad_norm_1: tensor(177.4892, device='cuda:0') (tensor(396.5028, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8416 (0.851424022932738) | > loader_time: 0.0095 (0.009850017932238508)  --> TIME: 2025-05-11 02:48:48 -- STEP: 412/725 -- GLOBAL_STEP: 297850 | > loss_disc: 2.319587469100952 (2.2049991910897413) | > loss_disc_real_0: 0.12032386660575867 (0.13829350144177374) | > loss_disc_real_1: 0.18168407678604126 (0.19037718011192903) | > loss_disc_real_2: 0.1951194703578949 (0.18885103949499366) | > loss_disc_real_3: 0.24865145981311798 (0.2058686029202151) | > loss_disc_real_4: 0.20835845172405243 (0.19509554296297937) | > loss_disc_real_5: 0.1718793362379074 (0.2062034985249483) | > loss_0: 2.319587469100952 (2.2049991910897413) | > grad_norm_0: tensor(24.6178, device='cuda:0') (tensor(20.5774, device='cuda:0')) | > loss_gen: 2.538844347000122 (2.7586137907018924) | > loss_kl: 1.48176908493042 (1.7045687208476576) | > loss_feat: 6.837896823883057 (8.195584584208358) | > loss_mel: 11.241646766662598 (12.98689033915696) | > loss_duration: 1.6738511323928833 (1.6722904435060557) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.774009704589844 (27.31794786453247) | > grad_norm_1: tensor(97.8148, device='cuda:0') (tensor(394.8755, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8595 (0.8513269841092308) | > loader_time: 0.0107 (0.009866635776260528)  --> TIME: 2025-05-11 02:49:31 -- STEP: 462/725 -- GLOBAL_STEP: 297900 | > loss_disc: 2.0647318363189697 (2.2044878738783145) | > loss_disc_real_0: 0.12500955164432526 (0.13828495880226022) | > loss_disc_real_1: 0.17559322714805603 (0.19047261926131845) | > loss_disc_real_2: 0.1947021484375 (0.18861410950685478) | > loss_disc_real_3: 0.22613652050495148 (0.2057835514862816) | > loss_disc_real_4: 0.18810033798217773 (0.1952953199287514) | > loss_disc_real_5: 0.21787062287330627 (0.20611020167926694) | > loss_0: 2.0647318363189697 (2.2044878738783145) | > grad_norm_0: tensor(11.7571, device='cuda:0') (tensor(20.4528, device='cuda:0')) | > loss_gen: 2.8849682807922363 (2.7591626040347195) | > loss_kl: 1.982755184173584 (1.7065270979167062) | > loss_feat: 8.961917877197266 (8.20645777384439) | > loss_mel: 14.03937816619873 (12.990668602320024) | > loss_duration: 1.6858975887298584 (1.672444008903586) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.554916381835938 (27.335260081600833) | > grad_norm_1: tensor(227.9043, device='cuda:0') (tensor(392.5950, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.7992 (0.8503668406308991) | > loader_time: 0.0099 (0.00984269457978088)  --> TIME: 2025-05-11 02:50:15 -- STEP: 512/725 -- GLOBAL_STEP: 297950 | > loss_disc: 2.336289644241333 (2.2083341726101935) | > loss_disc_real_0: 0.20487134158611298 (0.13853610825026397) | > loss_disc_real_1: 0.19520451128482819 (0.19091126677813006) | > loss_disc_real_2: 0.17833073437213898 (0.18870386481285098) | > loss_disc_real_3: 0.201029971241951 (0.2060743262700271) | > loss_disc_real_4: 0.1950392872095108 (0.19553175781038593) | > loss_disc_real_5: 0.22156719863414764 (0.20672158201341523) | > loss_0: 2.336289644241333 (2.2083341726101935) | > grad_norm_0: tensor(13.7740, device='cuda:0') (tensor(20.0974, device='cuda:0')) | > loss_gen: 2.648348808288574 (2.7548816176131354) | > loss_kl: 1.7557508945465088 (1.7063583973795176) | > loss_feat: 6.778948783874512 (8.179873471148298) | > loss_mel: 11.853867530822754 (12.967740014195444) | > loss_duration: 1.6379742622375488 (1.6731715842615813) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.674888610839844 (27.28202508762479) | > grad_norm_1: tensor(278.3110, device='cuda:0') (tensor(387.3549, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8418 (0.8511628052219752) | > loader_time: 0.0101 (0.009819616563618187)  --> TIME: 2025-05-11 02:50:57 -- STEP: 562/725 -- GLOBAL_STEP: 298000 | > loss_disc: 2.202148199081421 (2.207325478041299) | > loss_disc_real_0: 0.10681680589914322 (0.13847307821079496) | > loss_disc_real_1: 0.20105716586112976 (0.19092657541677197) | > loss_disc_real_2: 0.17752549052238464 (0.18861546478767835) | > loss_disc_real_3: 0.20190051198005676 (0.2058590818925684) | > loss_disc_real_4: 0.19919979572296143 (0.19553314836105848) | > loss_disc_real_5: 0.2085004597902298 (0.20686121748965833) | > loss_0: 2.202148199081421 (2.207325478041299) | > grad_norm_0: tensor(15.2128, device='cuda:0') (tensor(19.8712, device='cuda:0')) | > loss_gen: 2.732947826385498 (2.7550313994553584) | > loss_kl: 1.651623249053955 (1.7114383574058154) | > loss_feat: 8.69175910949707 (8.191343146286814) | > loss_mel: 12.58209228515625 (12.987116263854555) | > loss_duration: 1.6419707536697388 (1.6732159963281978) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.30039405822754 (27.318145185178718) | > grad_norm_1: tensor(332.1749, device='cuda:0') (tensor(385.3304, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8985 (0.8505010923032662) | > loader_time: 0.0094 (0.009807815331156997) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_298000.pth  --> TIME: 2025-05-11 02:51:43 -- STEP: 612/725 -- GLOBAL_STEP: 298050 | > loss_disc: 1.9763001203536987 (2.206618627302007) | > loss_disc_real_0: 0.09503785520792007 (0.13821418192602822) | > loss_disc_real_1: 0.18403854966163635 (0.19102597224459153) | > loss_disc_real_2: 0.16445885598659515 (0.18862542699949414) | > loss_disc_real_3: 0.16227999329566956 (0.20588890202586935) | > loss_disc_real_4: 0.20346176624298096 (0.19561204221708312) | > loss_disc_real_5: 0.20424483716487885 (0.20671857985990505) | > loss_0: 1.9763001203536987 (2.206618627302007) | > grad_norm_0: tensor(31.6940, device='cuda:0') (tensor(19.9834, device='cuda:0')) | > loss_gen: 3.0336217880249023 (2.755371600973839) | > loss_kl: 1.7137497663497925 (1.7132563090402324) | > loss_feat: 10.266325950622559 (8.189258916705253) | > loss_mel: 15.26011848449707 (12.977889713898216) | > loss_duration: 1.6074156761169434 (1.672925632373959) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.8812313079834 (27.30870219461279) | > grad_norm_1: tensor(689.3152, device='cuda:0') (tensor(389.7407, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8032 (0.850457444689633) | > loader_time: 0.0095 (0.0098113125445796)  --> TIME: 2025-05-11 02:52:26 -- STEP: 662/725 -- GLOBAL_STEP: 298100 | > loss_disc: 2.304438591003418 (2.2038000460117604) | > loss_disc_real_0: 0.14970903098583221 (0.13761741347228273) | > loss_disc_real_1: 0.22885482013225555 (0.19087676652158497) | > loss_disc_real_2: 0.21656803786754608 (0.1884364015971425) | > loss_disc_real_3: 0.21771101653575897 (0.20582642291427727) | > loss_disc_real_4: 0.1754867434501648 (0.19528944479734864) | > loss_disc_real_5: 0.20808692276477814 (0.20667388708839973) | > loss_0: 2.304438591003418 (2.2038000460117604) | > grad_norm_0: tensor(34.4840, device='cuda:0') (tensor(20.3508, device='cuda:0')) | > loss_gen: 2.50703501701355 (2.7617417685574988) | > loss_kl: 1.7434898614883423 (1.7173309875398972) | > loss_feat: 6.780435085296631 (8.211121248694692) | > loss_mel: 11.168927192687988 (12.984913232463377) | > loss_duration: 1.7080117464065552 (1.6733573143935991) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.90789794921875 (27.348464568215913) | > grad_norm_1: tensor(577.8065, device='cuda:0') (tensor(394.4777, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8757 (0.8497427853212622) | > loader_time: 0.01 (0.009812317946166072)  --> TIME: 2025-05-11 02:53:09 -- STEP: 712/725 -- GLOBAL_STEP: 298150 | > loss_disc: 2.221682548522949 (2.204873817188016) | > loss_disc_real_0: 0.14498889446258545 (0.13776836670893275) | > loss_disc_real_1: 0.20061929523944855 (0.19079284392966983) | > loss_disc_real_2: 0.20839160680770874 (0.18874567085772415) | > loss_disc_real_3: 0.19902291893959045 (0.20575524018972766) | > loss_disc_real_4: 0.19996291399002075 (0.19556802975830057) | > loss_disc_real_5: 0.19293765723705292 (0.20665088733344272) | > loss_0: 2.221682548522949 (2.204873817188016) | > grad_norm_0: tensor(16.7483, device='cuda:0') (tensor(20.5209, device='cuda:0')) | > loss_gen: 2.669936418533325 (2.760910177498719) | > loss_kl: 1.8036904335021973 (1.720893758903729) | > loss_feat: 8.192839622497559 (8.202731847093341) | > loss_mel: 12.146696090698242 (12.971736942784183) | > loss_duration: 1.6756678819656372 (1.6730121600159096) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.488832473754883 (27.32928491174505) | > grad_norm_1: tensor(100.0499, device='cuda:0') (tensor(397.2709, device='cuda:0')) | > current_lr_0: 0.00019150992891267367 | > current_lr_1: 0.00019150992891267367 | > step_time: 0.8171 (0.8495972692296753) | > loader_time: 0.0101 (0.009817497783832329)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1552677154541016 (2.1552677154541016) | > loss_disc_real_0: 0.1499299257993698 (0.1499299257993698) | > loss_disc_real_1: 0.1575770527124405 (0.1575770527124405) | > loss_disc_real_2: 0.25958648324012756 (0.25958648324012756) | > loss_disc_real_3: 0.23149120807647705 (0.23149120807647705) | > loss_disc_real_4: 0.2620195746421814 (0.2620195746421814) | > loss_disc_real_5: 0.2939220666885376 (0.2939220666885376) | > loss_0: 2.1552677154541016 (2.1552677154541016) | > loss_gen: 3.3938333988189697 (3.3938333988189697) | > loss_kl: 2.072726249694824 (2.072726249694824) | > loss_feat: 9.561439514160156 (9.561439514160156) | > loss_mel: 15.11408805847168 (15.11408805847168) | > loss_duration: 1.716077208518982 (1.716077208518982) | > loss_1: 31.858163833618164 (31.858163833618164)  --> STEP: 1 | > loss_disc: 2.149639129638672 (2.149639129638672) | > loss_disc_real_0: 0.13545092940330505 (0.13545092940330505) | > loss_disc_real_1: 0.1638699322938919 (0.1638699322938919) | > loss_disc_real_2: 0.2636415660381317 (0.2636415660381317) | > loss_disc_real_3: 0.2341977208852768 (0.2341977208852768) | > loss_disc_real_4: 0.26334598660469055 (0.26334598660469055) | > loss_disc_real_5: 0.2589778006076813 (0.2589778006076813) | > loss_0: 2.149639129638672 (2.149639129638672) | > loss_gen: 3.2355456352233887 (3.2355456352233887) | > loss_kl: 2.3604202270507812 (2.3604202270507812) | > loss_feat: 9.353949546813965 (9.353949546813965) | > loss_mel: 15.201895713806152 (15.201895713806152) | > loss_duration: 1.814872145652771 (1.814872145652771) | > loss_1: 31.966684341430664 (31.966684341430664)  --> STEP: 2 | > loss_disc: 2.3216662406921387 (2.2356526851654053) | > loss_disc_real_0: 0.15937404334545135 (0.1474124863743782) | > loss_disc_real_1: 0.16956117749214172 (0.16671555489301682) | > loss_disc_real_2: 0.2518317699432373 (0.2577366679906845) | > loss_disc_real_3: 0.27315396070480347 (0.25367584079504013) | > loss_disc_real_4: 0.3028317093849182 (0.2830888479948044) | > loss_disc_real_5: 0.3093484342098236 (0.28416311740875244) | > loss_0: 2.3216662406921387 (2.2356526851654053) | > loss_gen: 3.2009878158569336 (3.218266725540161) | > loss_kl: 1.8353863954544067 (2.097903311252594) | > loss_feat: 7.873774528503418 (8.613862037658691) | > loss_mel: 13.988227844238281 (14.595061779022217) | > loss_duration: 1.852286458015442 (1.8335793018341064) | > loss_1: 28.75066375732422 (30.35867404937744)  --> STEP: 3 | > loss_disc: 2.239525556564331 (2.2369436422983804) | > loss_disc_real_0: 0.14772652089595795 (0.14751716454823813) | > loss_disc_real_1: 0.1768694370985031 (0.17010018229484558) | > loss_disc_real_2: 0.2523512840270996 (0.2559415400028229) | > loss_disc_real_3: 0.23456454277038574 (0.24730540812015533) | > loss_disc_real_4: 0.2829482853412628 (0.2830419937769572) | > loss_disc_real_5: 0.2670959532260895 (0.2784740626811981) | > loss_0: 2.239525556564331 (2.2369436422983804) | > loss_gen: 3.0737881660461426 (3.1701072057088218) | > loss_kl: 2.1050710678100586 (2.1002925634384155) | > loss_feat: 8.04865550994873 (8.425459861755371) | > loss_mel: 14.113995552062988 (14.434706370035807) | > loss_duration: 1.8236888647079468 (1.83028248945872) | > loss_1: 29.165199279785156 (29.960849126180012)  --> STEP: 4 | > loss_disc: 2.2403290271759033 (2.2377899885177612) | > loss_disc_real_0: 0.16342002153396606 (0.1514928787946701) | > loss_disc_real_1: 0.1869470626115799 (0.17431190237402916) | > loss_disc_real_2: 0.2571399211883545 (0.2562411352992058) | > loss_disc_real_3: 0.2245469093322754 (0.24161578342318535) | > loss_disc_real_4: 0.2831781804561615 (0.28307604044675827) | > loss_disc_real_5: 0.28910011053085327 (0.2811305746436119) | > loss_0: 2.2403290271759033 (2.2377899885177612) | > loss_gen: 3.160351037979126 (3.1676681637763977) | > loss_kl: 2.1297996044158936 (2.107669323682785) | > loss_feat: 7.917962551116943 (8.298585534095764) | > loss_mel: 14.416157722473145 (14.430069208145142) | > loss_duration: 1.7554951906204224 (1.8115856647491455) | > loss_1: 29.3797664642334 (29.81557846069336) --> EVAL PERFORMANCE | > avg_loader_time: 0.2787517309188843 (+0.0004477500915527344) | > avg_loss_disc: 2.2377899885177612 (-0.12324023246765137) | > avg_loss_disc_real_0: 0.1514928787946701 (-0.005727436393499374) | > avg_loss_disc_real_1: 0.17431190237402916 (-0.05664945766329765) | > avg_loss_disc_real_2: 0.2562411352992058 (+0.03653338551521301) | > avg_loss_disc_real_3: 0.24161578342318535 (-0.016033153980970383) | > avg_loss_disc_real_4: 0.28307604044675827 (+0.005096867680549622) | > avg_loss_disc_real_5: 0.2811305746436119 (+0.06797480955719948) | > avg_loss_0: 2.2377899885177612 (-0.12324023246765137) | > avg_loss_gen: 3.1676681637763977 (+0.460465669631958) | > avg_loss_kl: 2.107669323682785 (+0.11458480358123779) | > avg_loss_feat: 8.298585534095764 (+0.8418231010437012) | > avg_loss_mel: 14.430069208145142 (+0.8849256038665771) | > avg_loss_duration: 1.8115856647491455 (-0.007162898778915405) | > avg_loss_1: 29.81557846069336 (+2.2946362495422363)  > EPOCH: 348/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 02:53:26)   --> TIME: 2025-05-11 02:54:00 -- STEP: 37/725 -- GLOBAL_STEP: 298200 | > loss_disc: 2.068122386932373 (2.1781808234549858) | > loss_disc_real_0: 0.12694251537322998 (0.13277857911747856) | > loss_disc_real_1: 0.1844797432422638 (0.18629161248335968) | > loss_disc_real_2: 0.17694887518882751 (0.18764439668204333) | > loss_disc_real_3: 0.19157354533672333 (0.20534032059682383) | > loss_disc_real_4: 0.17209695279598236 (0.19486778289885134) | > loss_disc_real_5: 0.206891268491745 (0.20834732458398147) | > loss_0: 2.068122386932373 (2.1781808234549858) | > grad_norm_0: tensor(24.8652, device='cuda:0') (tensor(19.0906, device='cuda:0')) | > loss_gen: 2.8707478046417236 (2.777449027912037) | > loss_kl: 1.7651346921920776 (1.7630525666314203) | > loss_feat: 9.933233261108398 (8.534877222937507) | > loss_mel: 14.316638946533203 (13.41962396776354) | > loss_duration: 1.6752407550811768 (1.6701037690446183) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.560997009277344 (28.165106438301706) | > grad_norm_1: tensor(558.8719, device='cuda:0') (tensor(401.6927, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8734 (0.852981593157794) | > loader_time: 0.01 (0.00997372575708338)  --> TIME: 2025-05-11 02:54:44 -- STEP: 87/725 -- GLOBAL_STEP: 298250 | > loss_disc: 2.112544536590576 (2.190240733924954) | > loss_disc_real_0: 0.12628045678138733 (0.13562047952550585) | > loss_disc_real_1: 0.1685042828321457 (0.18859234383736534) | > loss_disc_real_2: 0.17748413980007172 (0.18704801164139273) | > loss_disc_real_3: 0.18646955490112305 (0.20477186229037148) | > loss_disc_real_4: 0.2084219753742218 (0.1952642834392087) | > loss_disc_real_5: 0.20263047516345978 (0.2080699840838882) | > loss_0: 2.112544536590576 (2.190240733924954) | > grad_norm_0: tensor(12.7970, device='cuda:0') (tensor(20.3530, device='cuda:0')) | > loss_gen: 2.6985270977020264 (2.7681861745900114) | > loss_kl: 1.6617976427078247 (1.737348940180636) | > loss_feat: 8.158440589904785 (8.365328739429339) | > loss_mel: 13.677857398986816 (13.111105041942377) | > loss_duration: 1.6524147987365723 (1.6726173628335712) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.849037170410156 (27.65458615620931) | > grad_norm_1: tensor(72.1062, device='cuda:0') (tensor(409.5595, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8051 (0.8555404701452146) | > loader_time: 0.0091 (0.009876936331562615)  --> TIME: 2025-05-11 02:55:27 -- STEP: 137/725 -- GLOBAL_STEP: 298300 | > loss_disc: 2.229457378387451 (2.1943332209204236) | > loss_disc_real_0: 0.09767314046621323 (0.13490240357435537) | > loss_disc_real_1: 0.18765436112880707 (0.18845817479338958) | > loss_disc_real_2: 0.19015932083129883 (0.18879287140647857) | > loss_disc_real_3: 0.18281540274620056 (0.20515753002497406) | > loss_disc_real_4: 0.20294077694416046 (0.1948457618046851) | > loss_disc_real_5: 0.1468965709209442 (0.20837180272941172) | > loss_0: 2.229457378387451 (2.1943332209204236) | > grad_norm_0: tensor(21.2883, device='cuda:0') (tensor(20.0235, device='cuda:0')) | > loss_gen: 2.716811418533325 (2.77103836867061) | > loss_kl: 1.7469346523284912 (1.7262962899938987) | > loss_feat: 8.06640338897705 (8.360130720765047) | > loss_mel: 12.77398681640625 (13.160917490938283) | > loss_duration: 1.6714777946472168 (1.672891751693113) | > amp_scaler: 512.0 (289.6350364963504) | > loss_1: 26.975616455078125 (27.691274559410818) | > grad_norm_1: tensor(539.3785, device='cuda:0') (tensor(406.0577, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8158 (0.852107538794079) | > loader_time: 0.0091 (0.009811787709702542)  --> TIME: 2025-05-11 02:56:10 -- STEP: 187/725 -- GLOBAL_STEP: 298350 | > loss_disc: 2.201256513595581 (2.1956538924558915) | > loss_disc_real_0: 0.14322352409362793 (0.13643855179216777) | > loss_disc_real_1: 0.18266715109348297 (0.18849358902895513) | > loss_disc_real_2: 0.19856350123882294 (0.188949719469815) | > loss_disc_real_3: 0.18304555118083954 (0.2046709082980845) | > loss_disc_real_4: 0.17656545341014862 (0.19480234376568212) | > loss_disc_real_5: 0.21464595198631287 (0.2074446072552931) | > loss_0: 2.201256513595581 (2.1956538924558915) | > grad_norm_0: tensor(28.5620, device='cuda:0') (tensor(20.9743, device='cuda:0')) | > loss_gen: 2.773301362991333 (2.7746690199336905) | > loss_kl: 1.9204113483428955 (1.718153267620719) | > loss_feat: 8.124615669250488 (8.354004222441482) | > loss_mel: 13.419046401977539 (13.13652309886912) | > loss_duration: 1.6918652057647705 (1.6745063748589173) | > amp_scaler: 128.0 (277.90374331550805) | > loss_1: 27.929241180419922 (27.657855885551577) | > grad_norm_1: tensor(228.4195, device='cuda:0') (tensor(408.5917, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.856 (0.851200792241224) | > loader_time: 0.0103 (0.00984680843863258)  --> TIME: 2025-05-11 02:56:53 -- STEP: 237/725 -- GLOBAL_STEP: 298400 | > loss_disc: 2.1043856143951416 (2.19172052642967) | > loss_disc_real_0: 0.10861480981111526 (0.13531884818263193) | > loss_disc_real_1: 0.19860151410102844 (0.18809447377794403) | > loss_disc_real_2: 0.18619748950004578 (0.18869804788993882) | > loss_disc_real_3: 0.204613596200943 (0.20447410630525922) | > loss_disc_real_4: 0.18515586853027344 (0.19443325949872095) | > loss_disc_real_5: 0.22868677973747253 (0.2075491535638455) | > loss_0: 2.1043856143951416 (2.19172052642967) | > grad_norm_0: tensor(9.0916, device='cuda:0') (tensor(20.4943, device='cuda:0')) | > loss_gen: 2.983093500137329 (2.7797549153179055) | > loss_kl: 1.783865213394165 (1.7181223117852513) | > loss_feat: 8.817098617553711 (8.39544927419992) | > loss_mel: 14.503174781799316 (13.17735937979654) | > loss_duration: 1.6527434587478638 (1.6741310005952537) | > amp_scaler: 128.0 (246.2784810126583) | > loss_1: 29.739974975585938 (27.74481681630581) | > grad_norm_1: tensor(172.1054, device='cuda:0') (tensor(409.3595, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8241 (0.8518897018352138) | > loader_time: 0.0095 (0.009891033172607418)  --> TIME: 2025-05-11 02:57:36 -- STEP: 287/725 -- GLOBAL_STEP: 298450 | > loss_disc: 2.14755916595459 (2.193215905581616) | > loss_disc_real_0: 0.16587868332862854 (0.13632723691675303) | > loss_disc_real_1: 0.19247673451900482 (0.1878248984805383) | > loss_disc_real_2: 0.1838550716638565 (0.1885276871898864) | > loss_disc_real_3: 0.22955025732517242 (0.20472858295831114) | > loss_disc_real_4: 0.2132197767496109 (0.19458442796605807) | > loss_disc_real_5: 0.20095999538898468 (0.20751867305734017) | > loss_0: 2.14755916595459 (2.193215905581616) | > grad_norm_0: tensor(27.3251, device='cuda:0') (tensor(20.5301, device='cuda:0')) | > loss_gen: 2.8229422569274902 (2.776103270593836) | > loss_kl: 1.6066426038742065 (1.7259720194215142) | > loss_feat: 8.25734806060791 (8.366365549041001) | > loss_mel: 13.038215637207031 (13.160668456180584) | > loss_duration: 1.6774715185165405 (1.6740548614840889) | > amp_scaler: 128.0 (225.6724738675959) | > loss_1: 27.402620315551758 (27.70316410396988) | > grad_norm_1: tensor(620.9152, device='cuda:0') (tensor(407.0547, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8121 (0.8504739763013994) | > loader_time: 0.0099 (0.009931597560124943)  --> TIME: 2025-05-11 02:58:19 -- STEP: 337/725 -- GLOBAL_STEP: 298500 | > loss_disc: 2.1044044494628906 (2.1938381962677123) | > loss_disc_real_0: 0.13313955068588257 (0.13622394241724234) | > loss_disc_real_1: 0.16977421939373016 (0.18781185371231965) | > loss_disc_real_2: 0.182581827044487 (0.18834860618461147) | > loss_disc_real_3: 0.22016990184783936 (0.2045775599313419) | > loss_disc_real_4: 0.209616556763649 (0.19493627636651964) | > loss_disc_real_5: 0.16621103882789612 (0.2076647038010532) | > loss_0: 2.1044044494628906 (2.1938381962677123) | > grad_norm_0: tensor(15.7820, device='cuda:0') (tensor(20.6442, device='cuda:0')) | > loss_gen: 2.9665541648864746 (2.777532413380791) | > loss_kl: 1.772184133529663 (1.7254536215558605) | > loss_feat: 8.867034912109375 (8.366870948044404) | > loss_mel: 14.023981094360352 (13.156834005248294) | > loss_duration: 1.654395580291748 (1.6734963436155008) | > amp_scaler: 128.0 (211.18100890207722) | > loss_1: 29.284151077270508 (27.70018726428114) | > grad_norm_1: tensor(558.6968, device='cuda:0') (tensor(407.7238, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8802 (0.8494470579334114) | > loader_time: 0.0101 (0.009902840905797945)  --> TIME: 2025-05-11 02:59:02 -- STEP: 387/725 -- GLOBAL_STEP: 298550 | > loss_disc: 2.2990856170654297 (2.1971431422295185) | > loss_disc_real_0: 0.18100544810295105 (0.1364192063763776) | > loss_disc_real_1: 0.22387383878231049 (0.18823318237328102) | > loss_disc_real_2: 0.23359578847885132 (0.18861266539386395) | > loss_disc_real_3: 0.22531580924987793 (0.20503351381120755) | > loss_disc_real_4: 0.16596391797065735 (0.19499688928595502) | > loss_disc_real_5: 0.19420859217643738 (0.2078815049056243) | > loss_0: 2.2990856170654297 (2.1971431422295185) | > grad_norm_0: tensor(21.9191, device='cuda:0') (tensor(20.8781, device='cuda:0')) | > loss_gen: 2.7652578353881836 (2.772099414229087) | > loss_kl: 1.491329312324524 (1.7190808664612685) | > loss_feat: 7.26432991027832 (8.335814244371347) | > loss_mel: 12.43742561340332 (13.13247109938037) | > loss_duration: 1.7622064352035522 (1.673400735670282) | > amp_scaler: 128.0 (200.43410852713185) | > loss_1: 25.720550537109375 (27.632866314831322) | > grad_norm_1: tensor(182.5242, device='cuda:0') (tensor(409.1434, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8665 (0.848749423827928) | > loader_time: 0.0095 (0.009870690584798806)  --> TIME: 2025-05-11 02:59:45 -- STEP: 437/725 -- GLOBAL_STEP: 298600 | > loss_disc: 2.1630358695983887 (2.197769791638004) | > loss_disc_real_0: 0.12950973212718964 (0.13640259891680212) | > loss_disc_real_1: 0.1743268519639969 (0.18834536418625641) | > loss_disc_real_2: 0.19510313868522644 (0.18848021747864094) | > loss_disc_real_3: 0.24394464492797852 (0.20512658395128883) | > loss_disc_real_4: 0.1836438626050949 (0.1950188519548224) | > loss_disc_real_5: 0.2112036645412445 (0.20795799420136335) | > loss_0: 2.1630358695983887 (2.197769791638004) | > grad_norm_0: tensor(30.3452, device='cuda:0') (tensor(20.8687, device='cuda:0')) | > loss_gen: 2.8988070487976074 (2.769861266596641) | > loss_kl: 1.8356809616088867 (1.7187154238502276) | > loss_feat: 8.840255737304688 (8.324189740405743) | > loss_mel: 12.365608215332031 (13.11612925322159) | > loss_duration: 1.658443808555603 (1.6731566152528985) | > amp_scaler: 128.0 (192.14645308924491) | > loss_1: 27.598796844482422 (27.602052256499057) | > grad_norm_1: tensor(608.6779, device='cuda:0') (tensor(411.2539, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8818 (0.8480019629410804) | > loader_time: 0.0105 (0.009850545115001687)  --> TIME: 2025-05-11 03:00:28 -- STEP: 487/725 -- GLOBAL_STEP: 298650 | > loss_disc: 2.0599122047424316 (2.1967004674660813) | > loss_disc_real_0: 0.14248865842819214 (0.13610281668282126) | > loss_disc_real_1: 0.1755785346031189 (0.18830835598939746) | > loss_disc_real_2: 0.18615196645259857 (0.18842067099816998) | > loss_disc_real_3: 0.19301682710647583 (0.20512678827593214) | > loss_disc_real_4: 0.1991429328918457 (0.1950566819744678) | > loss_disc_real_5: 0.186875581741333 (0.20780013761726004) | > loss_0: 2.0599122047424316 (2.1967004674660813) | > grad_norm_0: tensor(23.0613, device='cuda:0') (tensor(21.1024, device='cuda:0')) | > loss_gen: 3.053513526916504 (2.7745278013805112) | > loss_kl: 1.6535066366195679 (1.7150924382023742) | > loss_feat: 9.096586227416992 (8.33308145006089) | > loss_mel: 13.597661972045898 (13.12074973597908) | > loss_duration: 1.653420090675354 (1.6735665007538374) | > amp_scaler: 128.0 (185.56057494866536) | > loss_1: 29.0546875 (27.617017894799705) | > grad_norm_1: tensor(181.8074, device='cuda:0') (tensor(415.4721, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8099 (0.8485098105436479) | > loader_time: 0.0093 (0.009856388554191197)  --> TIME: 2025-05-11 03:01:11 -- STEP: 537/725 -- GLOBAL_STEP: 298700 | > loss_disc: 2.2645645141601562 (2.198414901115372) | > loss_disc_real_0: 0.18953780829906464 (0.1367684185671405) | > loss_disc_real_1: 0.20523974299430847 (0.1885018254902554) | > loss_disc_real_2: 0.2069365233182907 (0.18848701651091912) | > loss_disc_real_3: 0.19974932074546814 (0.205247157445833) | > loss_disc_real_4: 0.15994992852210999 (0.19490670949720135) | > loss_disc_real_5: 0.24339373409748077 (0.20800792499405493) | > loss_0: 2.2645645141601562 (2.198414901115372) | > grad_norm_0: tensor(35.4827, device='cuda:0') (tensor(21.3421, device='cuda:0')) | > loss_gen: 2.6287689208984375 (2.7732155194273655) | > loss_kl: 1.49637770652771 (1.7156720871809916) | > loss_feat: 8.402198791503906 (8.321548362461986) | > loss_mel: 12.556798934936523 (13.13457157802759) | > loss_duration: 1.686282992362976 (1.673944457061242) | > amp_scaler: 128.0 (180.20111731843582) | > loss_1: 26.770427703857422 (27.618951964422756) | > grad_norm_1: tensor(500.9787, device='cuda:0') (tensor(418.2210, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8251 (0.848199162847281) | > loader_time: 0.0091 (0.009874900626070673)  --> TIME: 2025-05-11 03:01:54 -- STEP: 587/725 -- GLOBAL_STEP: 298750 | > loss_disc: 2.3650104999542236 (2.2004987263395153) | > loss_disc_real_0: 0.13180452585220337 (0.1371584547591574) | > loss_disc_real_1: 0.21012528240680695 (0.18874758245896245) | > loss_disc_real_2: 0.21189339458942413 (0.18881071408420458) | > loss_disc_real_3: 0.23483701050281525 (0.20555780538606885) | > loss_disc_real_4: 0.22724872827529907 (0.19500544888095914) | > loss_disc_real_5: 0.21207547187805176 (0.20789385710095637) | > loss_0: 2.3650104999542236 (2.2004987263395153) | > grad_norm_0: tensor(35.1955, device='cuda:0') (tensor(21.8279, device='cuda:0')) | > loss_gen: 2.471931219100952 (2.7745148380123577) | > loss_kl: 1.6118271350860596 (1.719262858874956) | > loss_feat: 7.445635795593262 (8.325094125542968) | > loss_mel: 12.169615745544434 (13.140901557428462) | > loss_duration: 1.6413216590881348 (1.6733897516227867) | > amp_scaler: 128.0 (175.7546848381602) | > loss_1: 25.340330123901367 (27.633163101222287) | > grad_norm_1: tensor(562.3246, device='cuda:0') (tensor(420.7272, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8607 (0.8480421302671938) | > loader_time: 0.0094 (0.009890678590972745)  --> TIME: 2025-05-11 03:02:37 -- STEP: 637/725 -- GLOBAL_STEP: 298800 | > loss_disc: 2.3187577724456787 (2.201487080081476) | > loss_disc_real_0: 0.1307409703731537 (0.13710950010893286) | > loss_disc_real_1: 0.21832378208637238 (0.18881191240749334) | > loss_disc_real_2: 0.19746334850788116 (0.18880563352134225) | > loss_disc_real_3: 0.19629672169685364 (0.2056134604677862) | > loss_disc_real_4: 0.2295367419719696 (0.19508254511670745) | > loss_disc_real_5: 0.2339029610157013 (0.20827217767339679) | > loss_0: 2.3187577724456787 (2.201487080081476) | > grad_norm_0: tensor(8.1515, device='cuda:0') (tensor(21.6244, device='cuda:0')) | > loss_gen: 2.6913058757781982 (2.7700735875164146) | > loss_kl: 1.7488892078399658 (1.7211411878864282) | > loss_feat: 7.84038782119751 (8.299886166020123) | > loss_mel: 12.300787925720215 (13.11327596212294) | > loss_duration: 1.6538231372833252 (1.673207973385905) | > amp_scaler: 128.0 (172.00627943485085) | > loss_1: 26.235193252563477 (27.57758484605343) | > grad_norm_1: tensor(192.2342, device='cuda:0') (tensor(417.2267, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8308 (0.8475111372991113) | > loader_time: 0.0102 (0.009885854586327278)  --> TIME: 2025-05-11 03:03:20 -- STEP: 687/725 -- GLOBAL_STEP: 298850 | > loss_disc: 2.257858991622925 (2.201896262307697) | > loss_disc_real_0: 0.14619247615337372 (0.1370280415492114) | > loss_disc_real_1: 0.18875199556350708 (0.1887730086300919) | > loss_disc_real_2: 0.17442989349365234 (0.18865404398420513) | > loss_disc_real_3: 0.22854767739772797 (0.20565804108174782) | > loss_disc_real_4: 0.21192754805088043 (0.1950825481869421) | > loss_disc_real_5: 0.20680345594882965 (0.20849406081516153) | > loss_0: 2.257858991622925 (2.201896262307697) | > grad_norm_0: tensor(13.4323, device='cuda:0') (tensor(21.3092, device='cuda:0')) | > loss_gen: 2.588076114654541 (2.768401387824068) | > loss_kl: 1.6227372884750366 (1.7224987200427437) | > loss_feat: 7.788997650146484 (8.29321244432763) | > loss_mel: 11.904839515686035 (13.110873928930733) | > loss_duration: 1.6813424825668335 (1.6731483925898523) | > amp_scaler: 128.0 (168.8034934497817) | > loss_1: 25.58599281311035 (27.568134860353872) | > grad_norm_1: tensor(91.1200, device='cuda:0') (tensor(410.7939, device='cuda:0')) | > current_lr_0: 0.00019148599017155957 | > current_lr_1: 0.00019148599017155957 | > step_time: 0.8596 (0.8470473490774721) | > loader_time: 0.0106 (0.009892937050809673)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.288332462310791 (2.288332462310791) | > loss_disc_real_0: 0.16437439620494843 (0.16437439620494843) | > loss_disc_real_1: 0.17143051326274872 (0.17143051326274872) | > loss_disc_real_2: 0.13776026666164398 (0.13776026666164398) | > loss_disc_real_3: 0.21177847683429718 (0.21177847683429718) | > loss_disc_real_4: 0.2435845136642456 (0.2435845136642456) | > loss_disc_real_5: 0.2652301490306854 (0.2652301490306854) | > loss_0: 2.288332462310791 (2.288332462310791) | > loss_gen: 2.6257476806640625 (2.6257476806640625) | > loss_kl: 2.195720911026001 (2.195720911026001) | > loss_feat: 8.035983085632324 (8.035983085632324) | > loss_mel: 13.612985610961914 (13.612985610961914) | > loss_duration: 1.7031536102294922 (1.7031536102294922) | > loss_1: 28.1735897064209 (28.1735897064209)  --> STEP: 1 | > loss_disc: 2.240786075592041 (2.240786075592041) | > loss_disc_real_0: 0.15864861011505127 (0.15864861011505127) | > loss_disc_real_1: 0.16732104122638702 (0.16732104122638702) | > loss_disc_real_2: 0.14314371347427368 (0.14314371347427368) | > loss_disc_real_3: 0.20514653623104095 (0.20514653623104095) | > loss_disc_real_4: 0.26007550954818726 (0.26007550954818726) | > loss_disc_real_5: 0.2581653594970703 (0.2581653594970703) | > loss_0: 2.240786075592041 (2.240786075592041) | > loss_gen: 2.7487220764160156 (2.7487220764160156) | > loss_kl: 2.160327434539795 (2.160327434539795) | > loss_feat: 8.09384822845459 (8.09384822845459) | > loss_mel: 14.054211616516113 (14.054211616516113) | > loss_duration: 1.8081144094467163 (1.8081144094467163) | > loss_1: 28.865224838256836 (28.865224838256836)  --> STEP: 2 | > loss_disc: 2.275770902633667 (2.258278489112854) | > loss_disc_real_0: 0.1610967516899109 (0.15987268090248108) | > loss_disc_real_1: 0.17078757286071777 (0.1690543070435524) | > loss_disc_real_2: 0.13810260593891144 (0.14062315970659256) | > loss_disc_real_3: 0.2264540046453476 (0.21580027043819427) | > loss_disc_real_4: 0.24541692435741425 (0.25274621695280075) | > loss_disc_real_5: 0.27529966831207275 (0.26673251390457153) | > loss_0: 2.275770902633667 (2.258278489112854) | > loss_gen: 2.682948350906372 (2.715835213661194) | > loss_kl: 1.9252705574035645 (2.0427989959716797) | > loss_feat: 7.764614105224609 (7.9292311668396) | > loss_mel: 13.6463623046875 (13.850286960601807) | > loss_duration: 1.8500829935073853 (1.8290987014770508) | > loss_1: 27.869277954101562 (28.3672513961792)  --> STEP: 3 | > loss_disc: 2.289457082748413 (2.2686713536580405) | > loss_disc_real_0: 0.15382756292819977 (0.15785764157772064) | > loss_disc_real_1: 0.17561593651771545 (0.1712415168682734) | > loss_disc_real_2: 0.1526775360107422 (0.1446412851413091) | > loss_disc_real_3: 0.2146225869655609 (0.2154077092806498) | > loss_disc_real_4: 0.23198969662189484 (0.24582737684249878) | > loss_disc_real_5: 0.24633334577083588 (0.2599327911933263) | > loss_0: 2.289457082748413 (2.2686713536580405) | > loss_gen: 2.5662100315093994 (2.665960152943929) | > loss_kl: 2.0166709423065186 (2.0340896447499595) | > loss_feat: 7.515244960784912 (7.79123576482137) | > loss_mel: 12.247884750366211 (13.316152890523275) | > loss_duration: 1.8348917961120605 (1.831029733022054) | > loss_1: 26.1809024810791 (27.638468424479168)  --> STEP: 4 | > loss_disc: 2.1231021881103516 (2.232279062271118) | > loss_disc_real_0: 0.13642610609531403 (0.152499757707119) | > loss_disc_real_1: 0.16170236468315125 (0.16885672882199287) | > loss_disc_real_2: 0.11262129247188568 (0.13663628697395325) | > loss_disc_real_3: 0.2002958506345749 (0.2116297446191311) | > loss_disc_real_4: 0.22345241904258728 (0.2402336373925209) | > loss_disc_real_5: 0.29304009675979614 (0.26820961758494377) | > loss_0: 2.1231021881103516 (2.232279062271118) | > loss_gen: 2.8926472663879395 (2.7226319313049316) | > loss_kl: 1.919732689857483 (2.00550040602684) | > loss_feat: 9.871772766113281 (8.311370015144348) | > loss_mel: 16.377870559692383 (14.081582307815552) | > loss_duration: 1.7657588720321655 (1.814712017774582) | > loss_1: 32.827781677246094 (28.9357967376709) --> EVAL PERFORMANCE | > avg_loader_time: 0.280204176902771 (+0.0014524459838867188) | > avg_loss_disc: 2.232279062271118 (-0.005510926246643066) | > avg_loss_disc_real_0: 0.152499757707119 (+0.001006878912448883) | > avg_loss_disc_real_1: 0.16885672882199287 (-0.005455173552036285) | > avg_loss_disc_real_2: 0.13663628697395325 (-0.11960484832525253) | > avg_loss_disc_real_3: 0.2116297446191311 (-0.02998603880405426) | > avg_loss_disc_real_4: 0.2402336373925209 (-0.042842403054237366) | > avg_loss_disc_real_5: 0.26820961758494377 (-0.012920957058668137) | > avg_loss_0: 2.232279062271118 (-0.005510926246643066) | > avg_loss_gen: 2.7226319313049316 (-0.44503623247146606) | > avg_loss_kl: 2.00550040602684 (-0.10216891765594482) | > avg_loss_feat: 8.311370015144348 (+0.012784481048583984) | > avg_loss_mel: 14.081582307815552 (-0.34848690032958984) | > avg_loss_duration: 1.814712017774582 (+0.0031263530254364014) | > avg_loss_1: 28.9357967376709 (-0.8797817230224609)  > EPOCH: 349/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 03:03:59)   --> TIME: 2025-05-11 03:04:11 -- STEP: 12/725 -- GLOBAL_STEP: 298900 | > loss_disc: 2.2743773460388184 (2.236940860748291) | > loss_disc_real_0: 0.11054229736328125 (0.1383492723107338) | > loss_disc_real_1: 0.19953811168670654 (0.1947978287935257) | > loss_disc_real_2: 0.1993170827627182 (0.19407627979914346) | > loss_disc_real_3: 0.19686007499694824 (0.2005425033469995) | > loss_disc_real_4: 0.21431417763233185 (0.1996757946908474) | > loss_disc_real_5: 0.20783865451812744 (0.21120649700363478) | > loss_0: 2.2743773460388184 (2.236940860748291) | > grad_norm_0: tensor(38.6634, device='cuda:0') (tensor(22.5543, device='cuda:0')) | > loss_gen: 2.6921825408935547 (2.701175351937612) | > loss_kl: 1.5855119228363037 (1.7563245594501495) | > loss_feat: 7.748754978179932 (7.913541674613953) | > loss_mel: 12.06796932220459 (12.887483835220337) | > loss_duration: 1.668593168258667 (1.6757041315237682) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.763011932373047 (26.934228738149006) | > grad_norm_1: tensor(553.0053, device='cuda:0') (tensor(423.1187, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8436 (0.835990289847056) | > loader_time: 0.0091 (0.010469834009806315)  --> TIME: 2025-05-11 03:04:55 -- STEP: 62/725 -- GLOBAL_STEP: 298950 | > loss_disc: 2.3396835327148438 (2.2289646787028157) | > loss_disc_real_0: 0.19751377403736115 (0.14243671790726725) | > loss_disc_real_1: 0.20232772827148438 (0.19318931117173163) | > loss_disc_real_2: 0.20489008724689484 (0.19098283759047907) | > loss_disc_real_3: 0.21084317564964294 (0.20416410772069807) | > loss_disc_real_4: 0.1884232610464096 (0.19824425371423846) | > loss_disc_real_5: 0.2125626802444458 (0.20868899240609137) | > loss_0: 2.3396835327148438 (2.2289646787028157) | > grad_norm_0: tensor(15.5119, device='cuda:0') (tensor(22.8913, device='cuda:0')) | > loss_gen: 2.632126808166504 (2.7591931127732794) | > loss_kl: 1.719226598739624 (1.7304818072626669) | > loss_feat: 6.572221279144287 (8.211206174665877) | > loss_mel: 11.292168617248535 (13.073211162321028) | > loss_duration: 1.7140012979507446 (1.6701173263211404) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.929744720458984 (27.44420946798017) | > grad_norm_1: tensor(145.5603, device='cuda:0') (tensor(408.1706, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8262 (0.8501271124809019) | > loader_time: 0.0139 (0.01049525507034794)  --> TIME: 2025-05-11 03:05:38 -- STEP: 112/725 -- GLOBAL_STEP: 299000 | > loss_disc: 2.272524833679199 (2.219816046101705) | > loss_disc_real_0: 0.19547435641288757 (0.14052383136004212) | > loss_disc_real_1: 0.24137406051158905 (0.19262002807642734) | > loss_disc_real_2: 0.20007088780403137 (0.19035167233752354) | > loss_disc_real_3: 0.21794115006923676 (0.2052843069125499) | > loss_disc_real_4: 0.20760577917099 (0.19738035303141394) | > loss_disc_real_5: 0.20093843340873718 (0.208262538404337) | > loss_0: 2.272524833679199 (2.219816046101705) | > grad_norm_0: tensor(29.2015, device='cuda:0') (tensor(22.2764, device='cuda:0')) | > loss_gen: 2.689549684524536 (2.7629649128232674) | > loss_kl: 1.6544561386108398 (1.7167539905224527) | > loss_feat: 7.157235145568848 (8.262384567941933) | > loss_mel: 11.644279479980469 (13.103408992290497) | > loss_duration: 1.678571105003357 (1.6748655438423157) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.824092864990234 (27.520377908434188) | > grad_norm_1: tensor(653.6542, device='cuda:0') (tensor(429.6128, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8228 (0.8506637641361782) | > loader_time: 0.0101 (0.010261991194316315) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_299000.pth  --> TIME: 2025-05-11 03:06:24 -- STEP: 162/725 -- GLOBAL_STEP: 299050 | > loss_disc: 2.0877933502197266 (2.2121090315006384) | > loss_disc_real_0: 0.15400932729244232 (0.1389752715642071) | > loss_disc_real_1: 0.18865236639976501 (0.19169302496277266) | > loss_disc_real_2: 0.17287546396255493 (0.1891929950611091) | > loss_disc_real_3: 0.19038483500480652 (0.20475244126570077) | > loss_disc_real_4: 0.1541733741760254 (0.19628472929751434) | > loss_disc_real_5: 0.2060263752937317 (0.20794451383896817) | > loss_0: 2.0877933502197266 (2.2121090315006384) | > grad_norm_0: tensor(31.6770, device='cuda:0') (tensor(22.0081, device='cuda:0')) | > loss_gen: 3.0304741859436035 (2.765139127955024) | > loss_kl: 1.6576324701309204 (1.7228784075489751) | > loss_feat: 9.46701717376709 (8.303753502574965) | > loss_mel: 14.93244457244873 (13.084693443628005) | > loss_duration: 1.6225569248199463 (1.6745734796111966) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.710124969482422 (27.551037882581173) | > grad_norm_1: tensor(769.4274, device='cuda:0') (tensor(425.3245, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8349 (0.848761518796285) | > loader_time: 0.0098 (0.010027476298956223)  --> TIME: 2025-05-11 03:07:07 -- STEP: 212/725 -- GLOBAL_STEP: 299100 | > loss_disc: 2.194798469543457 (2.2075546979904153) | > loss_disc_real_0: 0.17080627381801605 (0.13858918371206203) | > loss_disc_real_1: 0.18863384425640106 (0.19104793878658768) | > loss_disc_real_2: 0.21082910895347595 (0.1886717067012247) | > loss_disc_real_3: 0.22140417993068695 (0.20485836640000343) | > loss_disc_real_4: 0.20097222924232483 (0.19582101583199682) | > loss_disc_real_5: 0.25230827927589417 (0.20785537095002407) | > loss_0: 2.194798469543457 (2.2075546979904153) | > grad_norm_0: tensor(27.8407, device='cuda:0') (tensor(22.1838, device='cuda:0')) | > loss_gen: 2.8404996395111084 (2.7695237971701703) | > loss_kl: 1.7351930141448975 (1.7292664574002319) | > loss_feat: 8.442869186401367 (8.31574193261704) | > loss_mel: 13.28746223449707 (13.106472145836308) | > loss_duration: 1.6729176044464111 (1.6738337154658336) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.97894287109375 (27.59483786349027) | > grad_norm_1: tensor(625.6276, device='cuda:0') (tensor(431.6025, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.831 (0.8495215964767168) | > loader_time: 0.0097 (0.009981993234382484)  --> TIME: 2025-05-11 03:07:50 -- STEP: 262/725 -- GLOBAL_STEP: 299150 | > loss_disc: 2.214298963546753 (2.2059576838981076) | > loss_disc_real_0: 0.13397052884101868 (0.1381551988195373) | > loss_disc_real_1: 0.17566518485546112 (0.19096918284665543) | > loss_disc_real_2: 0.1822376400232315 (0.188331835938774) | > loss_disc_real_3: 0.21899749338626862 (0.20461852876967146) | > loss_disc_real_4: 0.17558109760284424 (0.19561259203967246) | > loss_disc_real_5: 0.22859039902687073 (0.2079838671870814) | > loss_0: 2.214298963546753 (2.2059576838981076) | > grad_norm_0: tensor(22.5196, device='cuda:0') (tensor(21.7127, device='cuda:0')) | > loss_gen: 2.819936990737915 (2.7677920929348185) | > loss_kl: 1.7489635944366455 (1.728255710529007) | > loss_feat: 8.867158889770508 (8.328049079152457) | > loss_mel: 14.1599702835083 (13.126964791130474) | > loss_duration: 1.6714229583740234 (1.6743535090038795) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.267452239990234 (27.625415008486687) | > grad_norm_1: tensor(605.2841, device='cuda:0') (tensor(423.8226, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8794 (0.8483120658015477) | > loader_time: 0.0102 (0.010015053603485338)  --> TIME: 2025-05-11 03:08:33 -- STEP: 312/725 -- GLOBAL_STEP: 299200 | > loss_disc: 2.338305950164795 (2.208447272960954) | > loss_disc_real_0: 0.11282462626695633 (0.13881671536140727) | > loss_disc_real_1: 0.19745369255542755 (0.19104193542630243) | > loss_disc_real_2: 0.1975259631872177 (0.18876503684963933) | > loss_disc_real_3: 0.21192540228366852 (0.20468000413324597) | > loss_disc_real_4: 0.2322957068681717 (0.19542832997364878) | > loss_disc_real_5: 0.235618457198143 (0.20809762991773775) | > loss_0: 2.338305950164795 (2.208447272960954) | > grad_norm_0: tensor(23.6713, device='cuda:0') (tensor(21.3459, device='cuda:0')) | > loss_gen: 2.634133815765381 (2.7655425598988166) | > loss_kl: 1.754780888557434 (1.7248251579510863) | > loss_feat: 7.384788513183594 (8.311429732885108) | > loss_mel: 11.56668472290039 (13.094372871594555) | > loss_duration: 1.6592986583709717 (1.6734543622304228) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.999685287475586 (27.569624485113682) | > grad_norm_1: tensor(257.6694, device='cuda:0') (tensor(417.3913, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8283 (0.8475811275152063) | > loader_time: 0.0096 (0.009970995860222058)  --> TIME: 2025-05-11 03:09:16 -- STEP: 362/725 -- GLOBAL_STEP: 299250 | > loss_disc: 2.1575236320495605 (2.2111789258145467) | > loss_disc_real_0: 0.12840603291988373 (0.13874398604117708) | > loss_disc_real_1: 0.15614089369773865 (0.191116462960757) | > loss_disc_real_2: 0.19661952555179596 (0.1890387339568928) | > loss_disc_real_3: 0.18682792782783508 (0.20500108006909415) | > loss_disc_real_4: 0.16181284189224243 (0.19537225608502962) | > loss_disc_real_5: 0.1963137537240982 (0.20894621596645913) | > loss_0: 2.1575236320495605 (2.2111789258145467) | > grad_norm_0: tensor(12.8096, device='cuda:0') (tensor(20.9625, device='cuda:0')) | > loss_gen: 2.7076735496520996 (2.7597187632355253) | > loss_kl: 1.849018931388855 (1.7337932287000164) | > loss_feat: 8.29018497467041 (8.294958305622325) | > loss_mel: 12.701871871948242 (13.067166560262608) | > loss_duration: 1.6061551570892334 (1.6722149904920247) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.154905319213867 (27.52785166324173) | > grad_norm_1: tensor(211.0119, device='cuda:0') (tensor(412.7767, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.844 (0.8480996611368593) | > loader_time: 0.0095 (0.009923489054263624)  --> TIME: 2025-05-11 03:09:59 -- STEP: 412/725 -- GLOBAL_STEP: 299300 | > loss_disc: 2.23366117477417 (2.2104915287888134) | > loss_disc_real_0: 0.15076421201229095 (0.1387850510553251) | > loss_disc_real_1: 0.18227721750736237 (0.19088128650362055) | > loss_disc_real_2: 0.18579600751399994 (0.18865668419206022) | > loss_disc_real_3: 0.22749844193458557 (0.2047713895518225) | > loss_disc_real_4: 0.20593178272247314 (0.19532664434857738) | > loss_disc_real_5: 0.2063983976840973 (0.2093112373959671) | > loss_0: 2.23366117477417 (2.2104915287888134) | > grad_norm_0: tensor(21.9803, device='cuda:0') (tensor(20.6411, device='cuda:0')) | > loss_gen: 2.7717952728271484 (2.7599321435956123) | > loss_kl: 1.732443928718567 (1.7356486259733592) | > loss_feat: 8.167533874511719 (8.280512570177462) | > loss_mel: 12.531740188598633 (13.069676542745055) | > loss_duration: 1.676932692527771 (1.6722993474562189) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.88044548034668 (27.51806904968706) | > grad_norm_1: tensor(530.7025, device='cuda:0') (tensor(403.0202, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8702 (0.8483606409100656) | > loader_time: 0.0094 (0.00991260600321501)  --> TIME: 2025-05-11 03:10:42 -- STEP: 462/725 -- GLOBAL_STEP: 299350 | > loss_disc: 2.0363314151763916 (2.206866463799495) | > loss_disc_real_0: 0.15274874866008759 (0.13859174652146067) | > loss_disc_real_1: 0.17395201325416565 (0.1906800089782967) | > loss_disc_real_2: 0.19613774120807648 (0.18833125911620785) | > loss_disc_real_3: 0.20619997382164001 (0.20466917453261171) | > loss_disc_real_4: 0.19250629842281342 (0.1950863217249577) | > loss_disc_real_5: 0.19607050716876984 (0.2088637881916323) | > loss_0: 2.0363314151763916 (2.206866463799495) | > grad_norm_0: tensor(22.9591, device='cuda:0') (tensor(20.7390, device='cuda:0')) | > loss_gen: 2.8748903274536133 (2.764025357894567) | > loss_kl: 1.7641818523406982 (1.730308290941891) | > loss_feat: 9.1018648147583 (8.303874492645267) | > loss_mel: 14.313533782958984 (13.09205738290564) | > loss_duration: 1.7035963535308838 (1.672227488967763) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.758066177368164 (27.56249285776378) | > grad_norm_1: tensor(332.8458, device='cuda:0') (tensor(402.3181, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.7849 (0.8479590354027688) | > loader_time: 0.01 (0.009896331535273297)  --> TIME: 2025-05-11 03:11:25 -- STEP: 512/725 -- GLOBAL_STEP: 299400 | > loss_disc: 2.194981575012207 (2.2049630065448564) | > loss_disc_real_0: 0.12066123634576797 (0.13841283007059257) | > loss_disc_real_1: 0.18907803297042847 (0.19018737471196803) | > loss_disc_real_2: 0.19441883265972137 (0.18803922383813185) | > loss_disc_real_3: 0.23741310834884644 (0.2049158536829055) | > loss_disc_real_4: 0.19136716425418854 (0.19488095870474353) | > loss_disc_real_5: 0.19515173137187958 (0.20891679567284882) | > loss_0: 2.194981575012207 (2.2049630065448564) | > grad_norm_0: tensor(9.4662, device='cuda:0') (tensor(21.2751, device='cuda:0')) | > loss_gen: 2.911306619644165 (2.7687270622700453) | > loss_kl: 1.7067242860794067 (1.7288697182666513) | > loss_feat: 8.16129207611084 (8.320561919361353) | > loss_mel: 13.112025260925293 (13.116585006937386) | > loss_duration: 1.6287517547607422 (1.6727705376688389) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.520099639892578 (27.6075141094625) | > grad_norm_1: tensor(312.5255, device='cuda:0') (tensor(404.0806, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8408 (0.8472525775432589) | > loader_time: 0.0095 (0.009910483378916977)  --> TIME: 2025-05-11 03:12:08 -- STEP: 562/725 -- GLOBAL_STEP: 299450 | > loss_disc: 2.2074899673461914 (2.205156772162141) | > loss_disc_real_0: 0.13366301357746124 (0.1385208772117558) | > loss_disc_real_1: 0.18966661393642426 (0.19025137490225014) | > loss_disc_real_2: 0.20663252472877502 (0.18809869554013114) | > loss_disc_real_3: 0.17980735003948212 (0.20486551480785378) | > loss_disc_real_4: 0.2128811925649643 (0.19502032831894542) | > loss_disc_real_5: 0.21676717698574066 (0.20890103052519393) | > loss_0: 2.2074899673461914 (2.205156772162141) | > grad_norm_0: tensor(8.8897, device='cuda:0') (tensor(21.2649, device='cuda:0')) | > loss_gen: 2.6876285076141357 (2.7675163058623724) | > loss_kl: 1.7803337574005127 (1.731323861354611) | > loss_feat: 8.07391357421875 (8.30594468625839) | > loss_mel: 11.935370445251465 (13.109704222967618) | > loss_duration: 1.6422719955444336 (1.6727000735832698) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.119518280029297 (27.587189022756558) | > grad_norm_1: tensor(291.6776, device='cuda:0') (tensor(403.1282, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8902 (0.8466899971945009) | > loader_time: 0.0094 (0.009900248347652341)  --> TIME: 2025-05-11 03:12:51 -- STEP: 612/725 -- GLOBAL_STEP: 299500 | > loss_disc: 2.34877347946167 (2.2065249782761693) | > loss_disc_real_0: 0.12666210532188416 (0.13838601684550855) | > loss_disc_real_1: 0.21265174448490143 (0.19038903783836403) | > loss_disc_real_2: 0.2125193476676941 (0.18823601768102513) | > loss_disc_real_3: 0.22327427566051483 (0.2050125816824779) | > loss_disc_real_4: 0.21613705158233643 (0.19527877046684028) | > loss_disc_real_5: 0.22344006597995758 (0.20895196648399814) | > loss_0: 2.34877347946167 (2.2065249782761693) | > grad_norm_0: tensor(11.9490, device='cuda:0') (tensor(21.1636, device='cuda:0')) | > loss_gen: 2.507765293121338 (2.764501817086163) | > loss_kl: 1.644060492515564 (1.7262281944938735) | > loss_feat: 6.9357757568359375 (8.29245010232614) | > loss_mel: 11.295926094055176 (13.097112286324595) | > loss_duration: 1.5938456058502197 (1.6723561434963943) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.977373123168945 (27.552648404065287) | > grad_norm_1: tensor(139.9758, device='cuda:0') (tensor(402.7500, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8198 (0.8470528554293073) | > loader_time: 0.0088 (0.009883480134353145)  --> TIME: 2025-05-11 03:13:34 -- STEP: 662/725 -- GLOBAL_STEP: 299550 | > loss_disc: 2.2724380493164062 (2.2064926822379998) | > loss_disc_real_0: 0.1422809213399887 (0.1382761800667312) | > loss_disc_real_1: 0.21787129342556 (0.19050331303450288) | > loss_disc_real_2: 0.20332147181034088 (0.18824991417255285) | > loss_disc_real_3: 0.20992311835289001 (0.20490126840747735) | > loss_disc_real_4: 0.21670112013816833 (0.1953138002501153) | > loss_disc_real_5: 0.2069903314113617 (0.20892198658421682) | > loss_0: 2.2724380493164062 (2.2064926822379998) | > grad_norm_0: tensor(21.8791, device='cuda:0') (tensor(21.1045, device='cuda:0')) | > loss_gen: 2.7118191719055176 (2.7646890050334867) | > loss_kl: 1.6652109622955322 (1.7266615305062147) | > loss_feat: 7.679114818572998 (8.284839463017859) | > loss_mel: 12.74618148803711 (13.099654549198208) | > loss_duration: 1.682005524635315 (1.6724869724126734) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.484331130981445 (27.548331361522838) | > grad_norm_1: tensor(135.0863, device='cuda:0') (tensor(399.6030, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.8773 (0.8469555014209812) | > loader_time: 0.0104 (0.00987840887282911)  --> TIME: 2025-05-11 03:14:18 -- STEP: 712/725 -- GLOBAL_STEP: 299600 | > loss_disc: 2.183124542236328 (2.2067229463143283) | > loss_disc_real_0: 0.14120344817638397 (0.13838074442124795) | > loss_disc_real_1: 0.1678076982498169 (0.19042552911331154) | > loss_disc_real_2: 0.20157770812511444 (0.18823956285885882) | > loss_disc_real_3: 0.1965932697057724 (0.20474860603722295) | > loss_disc_real_4: 0.17779594659805298 (0.19544185616410847) | > loss_disc_real_5: 0.23068466782569885 (0.20911234403761586) | > loss_0: 2.183124542236328 (2.2067229463143283) | > grad_norm_0: tensor(25.4997, device='cuda:0') (tensor(20.8687, device='cuda:0')) | > loss_gen: 2.7535178661346436 (2.762844068950481) | > loss_kl: 1.8111683130264282 (1.7243103416783085) | > loss_feat: 8.50278091430664 (8.276792746581387) | > loss_mel: 13.47062873840332 (13.094144959128306) | > loss_duration: 1.6461808681488037 (1.6722925747378483) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.184276580810547 (27.53038453787899) | > grad_norm_1: tensor(374.6061, device='cuda:0') (tensor(394.8004, device='cuda:0')) | > current_lr_0: 0.00019146205442278813 | > current_lr_1: 0.00019146205442278813 | > step_time: 0.818 (0.8477895176142796) | > loader_time: 0.0097 (0.009883142924040902)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.370546817779541 (2.370546817779541) | > loss_disc_real_0: 0.2365998476743698 (0.2365998476743698) | > loss_disc_real_1: 0.21967141330242157 (0.21967141330242157) | > loss_disc_real_2: 0.27027279138565063 (0.27027279138565063) | > loss_disc_real_3: 0.24264642596244812 (0.24264642596244812) | > loss_disc_real_4: 0.28962942957878113 (0.28962942957878113) | > loss_disc_real_5: 0.24739868938922882 (0.24739868938922882) | > loss_0: 2.370546817779541 (2.370546817779541) | > loss_gen: 3.3538146018981934 (3.3538146018981934) | > loss_kl: 2.1155340671539307 (2.1155340671539307) | > loss_feat: 8.83397388458252 (8.83397388458252) | > loss_mel: 14.41141128540039 (14.41141128540039) | > loss_duration: 1.7068815231323242 (1.7068815231323242) | > loss_1: 30.421615600585938 (30.421615600585938)  --> STEP: 1 | > loss_disc: 2.3320250511169434 (2.3320250511169434) | > loss_disc_real_0: 0.20251646637916565 (0.20251646637916565) | > loss_disc_real_1: 0.2252935767173767 (0.2252935767173767) | > loss_disc_real_2: 0.24467119574546814 (0.24467119574546814) | > loss_disc_real_3: 0.21547558903694153 (0.21547558903694153) | > loss_disc_real_4: 0.22921441495418549 (0.22921441495418549) | > loss_disc_real_5: 0.20464962720870972 (0.20464962720870972) | > loss_0: 2.3320250511169434 (2.3320250511169434) | > loss_gen: 3.00703501701355 (3.00703501701355) | > loss_kl: 1.9791182279586792 (1.9791182279586792) | > loss_feat: 7.711731433868408 (7.711731433868408) | > loss_mel: 13.124468803405762 (13.124468803405762) | > loss_duration: 1.8326547145843506 (1.8326547145843506) | > loss_1: 27.65500831604004 (27.65500831604004)  --> STEP: 2 | > loss_disc: 2.302764415740967 (2.317394733428955) | > loss_disc_real_0: 0.20066772401332855 (0.2015920951962471) | > loss_disc_real_1: 0.1924232691526413 (0.208858422935009) | > loss_disc_real_2: 0.23820176720619202 (0.24143648147583008) | > loss_disc_real_3: 0.21395018696784973 (0.21471288800239563) | > loss_disc_real_4: 0.2563791275024414 (0.24279677122831345) | > loss_disc_real_5: 0.23360562324523926 (0.2191276252269745) | > loss_0: 2.302764415740967 (2.317394733428955) | > loss_gen: 3.10919451713562 (3.058114767074585) | > loss_kl: 1.8528512716293335 (1.9159847497940063) | > loss_feat: 8.389403343200684 (8.050567388534546) | > loss_mel: 13.675230979919434 (13.399849891662598) | > loss_duration: 1.8587419986724854 (1.845698356628418) | > loss_1: 28.885419845581055 (28.270214080810547)  --> STEP: 3 | > loss_disc: 2.2955515384674072 (2.3101136684417725) | > loss_disc_real_0: 0.20065101981163025 (0.20127840340137482) | > loss_disc_real_1: 0.20966610312461853 (0.20912764966487885) | > loss_disc_real_2: 0.2238975614309311 (0.23559017479419708) | > loss_disc_real_3: 0.21450075507164001 (0.21464217702547708) | > loss_disc_real_4: 0.2626059651374817 (0.24939983586470285) | > loss_disc_real_5: 0.2134460210800171 (0.21723375717798868) | > loss_0: 2.2955515384674072 (2.3101136684417725) | > loss_gen: 3.040442943572998 (3.0522241592407227) | > loss_kl: 1.882443904876709 (1.9048044681549072) | > loss_feat: 8.77232837677002 (8.291154384613037) | > loss_mel: 13.39836597442627 (13.399355252583822) | > loss_duration: 1.8162825107574463 (1.8358930746714275) | > loss_1: 28.90986442565918 (28.483430862426758)  --> STEP: 4 | > loss_disc: 2.0521295070648193 (2.245617628097534) | > loss_disc_real_0: 0.1769922822713852 (0.1952068731188774) | > loss_disc_real_1: 0.20268158614635468 (0.2075161337852478) | > loss_disc_real_2: 0.24014459550380707 (0.23672877997159958) | > loss_disc_real_3: 0.16305334866046906 (0.20174496993422508) | > loss_disc_real_4: 0.23192378878593445 (0.24503082409501076) | > loss_disc_real_5: 0.22697503864765167 (0.21966907754540443) | > loss_0: 2.0521295070648193 (2.245617628097534) | > loss_gen: 3.6296796798706055 (3.1965880393981934) | > loss_kl: 1.9515076875686646 (1.9164802730083466) | > loss_feat: 10.119919776916504 (8.748345732688904) | > loss_mel: 16.581411361694336 (14.19486927986145) | > loss_duration: 1.762019395828247 (1.8174246549606323) | > loss_1: 34.04454040527344 (29.873708248138428) --> EVAL PERFORMANCE | > avg_loader_time: 0.27884405851364136 (-0.0013601183891296387) | > avg_loss_disc: 2.245617628097534 (+0.013338565826416016) | > avg_loss_disc_real_0: 0.1952068731188774 (+0.04270711541175842) | > avg_loss_disc_real_1: 0.2075161337852478 (+0.03865940496325493) | > avg_loss_disc_real_2: 0.23672877997159958 (+0.10009249299764633) | > avg_loss_disc_real_3: 0.20174496993422508 (-0.009884774684906006) | > avg_loss_disc_real_4: 0.24503082409501076 (+0.004797186702489853) | > avg_loss_disc_real_5: 0.21966907754540443 (-0.04854054003953934) | > avg_loss_0: 2.245617628097534 (+0.013338565826416016) | > avg_loss_gen: 3.1965880393981934 (+0.4739561080932617) | > avg_loss_kl: 1.9164802730083466 (-0.08902013301849365) | > avg_loss_feat: 8.748345732688904 (+0.43697571754455566) | > avg_loss_mel: 14.19486927986145 (+0.11328697204589844) | > avg_loss_duration: 1.8174246549606323 (+0.002712637186050415) | > avg_loss_1: 29.873708248138428 (+0.9379115104675293)  > EPOCH: 350/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 03:14:35)   --> TIME: 2025-05-11 03:15:09 -- STEP: 37/725 -- GLOBAL_STEP: 299650 | > loss_disc: 2.2161593437194824 (2.2352816800813415) | > loss_disc_real_0: 0.15150198340415955 (0.1422250266816165) | > loss_disc_real_1: 0.18535728752613068 (0.19064109107932528) | > loss_disc_real_2: 0.18991267681121826 (0.18775018364996524) | > loss_disc_real_3: 0.1826391965150833 (0.2063810213192089) | > loss_disc_real_4: 0.17181123793125153 (0.19785068647281542) | > loss_disc_real_5: 0.1818924993276596 (0.21159272056979103) | > loss_0: 2.2161593437194824 (2.2352816800813415) | > grad_norm_0: tensor(26.1112, device='cuda:0') (tensor(20.8929, device='cuda:0')) | > loss_gen: 2.630019426345825 (2.712541103363037) | > loss_kl: 1.6141396760940552 (1.7261712873304211) | > loss_feat: 8.147902488708496 (8.163389618332321) | > loss_mel: 12.355228424072266 (13.053858988993877) | > loss_duration: 1.68906569480896 (1.6699162592759003) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.436357498168945 (27.325877421611064) | > grad_norm_1: tensor(484.5538, device='cuda:0') (tensor(373.0441, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8676 (0.8507814278473724) | > loader_time: 0.0108 (0.010097110593641127)  --> TIME: 2025-05-11 03:15:52 -- STEP: 87/725 -- GLOBAL_STEP: 299700 | > loss_disc: 2.1781387329101562 (2.2064468613986317) | > loss_disc_real_0: 0.13084930181503296 (0.13787385196178814) | > loss_disc_real_1: 0.19064129889011383 (0.19099136827320884) | > loss_disc_real_2: 0.17803168296813965 (0.18796931652502083) | > loss_disc_real_3: 0.20867227017879486 (0.20552303667726188) | > loss_disc_real_4: 0.2198750525712967 (0.19519840266512728) | > loss_disc_real_5: 0.2804679870605469 (0.2077423126875669) | > loss_0: 2.1781387329101562 (2.2064468613986317) | > grad_norm_0: tensor(28.9485, device='cuda:0') (tensor(21.6966, device='cuda:0')) | > loss_gen: 2.919564723968506 (2.76079266098724) | > loss_kl: 1.7236982583999634 (1.7467254263231125) | > loss_feat: 8.843945503234863 (8.277359376008484) | > loss_mel: 13.436408042907715 (13.142269342795185) | > loss_duration: 1.6620385646820068 (1.6705598310492504) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.585655212402344 (27.597706783776996) | > grad_norm_1: tensor(569.5253, device='cuda:0') (tensor(413.7519, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8241 (0.8511078987998524) | > loader_time: 0.0096 (0.009999461557673313)  --> TIME: 2025-05-11 03:16:36 -- STEP: 137/725 -- GLOBAL_STEP: 299750 | > loss_disc: 2.2009661197662354 (2.207895961121051) | > loss_disc_real_0: 0.1261432021856308 (0.13827636462711065) | > loss_disc_real_1: 0.19845347106456757 (0.19135787582745517) | > loss_disc_real_2: 0.17052477598190308 (0.18716922630793856) | > loss_disc_real_3: 0.20241722464561462 (0.20527947808269167) | > loss_disc_real_4: 0.1977159082889557 (0.19600903095990202) | > loss_disc_real_5: 0.20718535780906677 (0.20695138075490938) | > loss_0: 2.2009661197662354 (2.207895961121051) | > grad_norm_0: tensor(14.4865, device='cuda:0') (tensor(22.1655, device='cuda:0')) | > loss_gen: 2.726210117340088 (2.760223460023421) | > loss_kl: 1.8185702562332153 (1.7424632598013774) | > loss_feat: 7.737276077270508 (8.2817179756443) | > loss_mel: 12.204629898071289 (13.091201489859253) | > loss_duration: 1.6589741706848145 (1.6718045064132578) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.145658493041992 (27.547410811821038) | > grad_norm_1: tensor(202.2623, device='cuda:0') (tensor(416.9449, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8248 (0.8513623554341114) | > loader_time: 0.0091 (0.009961187404437657)  --> TIME: 2025-05-11 03:17:19 -- STEP: 187/725 -- GLOBAL_STEP: 299800 | > loss_disc: 2.3215038776397705 (2.206506541706024) | > loss_disc_real_0: 0.12283045798540115 (0.13837225838778483) | > loss_disc_real_1: 0.21143604815006256 (0.19124801815512346) | > loss_disc_real_2: 0.19594013690948486 (0.18743959985633585) | > loss_disc_real_3: 0.1745578497648239 (0.20566038898924455) | > loss_disc_real_4: 0.19100907444953918 (0.19575414651217948) | > loss_disc_real_5: 0.17483405768871307 (0.2066648651093723) | > loss_0: 2.3215038776397705 (2.206506541706024) | > grad_norm_0: tensor(13.0039, device='cuda:0') (tensor(22.3324, device='cuda:0')) | > loss_gen: 2.6235384941101074 (2.7619993610178084) | > loss_kl: 1.729364275932312 (1.7335837543966937) | > loss_feat: 7.6185760498046875 (8.262376910224955) | > loss_mel: 12.43051528930664 (13.045980698284618) | > loss_duration: 1.6931347846984863 (1.6736763773117473) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.095129013061523 (27.477617222995043) | > grad_norm_1: tensor(400.3983, device='cuda:0') (tensor(427.2794, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8338 (0.8508770376603234) | > loader_time: 0.011 (0.01001187059331068)  --> TIME: 2025-05-11 03:18:02 -- STEP: 237/725 -- GLOBAL_STEP: 299850 | > loss_disc: 2.193143367767334 (2.205537626008948) | > loss_disc_real_0: 0.18126532435417175 (0.13861875808188673) | > loss_disc_real_1: 0.19511708617210388 (0.1910900543384914) | > loss_disc_real_2: 0.19532732665538788 (0.18810666437390483) | > loss_disc_real_3: 0.1912413388490677 (0.2053175085707556) | > loss_disc_real_4: 0.21163536608219147 (0.19553102735225664) | > loss_disc_real_5: 0.20996807515621185 (0.20640540374482233) | > loss_0: 2.193143367767334 (2.205537626008948) | > grad_norm_0: tensor(27.1775, device='cuda:0') (tensor(22.5246, device='cuda:0')) | > loss_gen: 2.9017019271850586 (2.7661066769547604) | > loss_kl: 1.9546983242034912 (1.7262449842968068) | > loss_feat: 8.512548446655273 (8.27498738574579) | > loss_mel: 13.549570083618164 (13.065238795702971) | > loss_duration: 1.6505787372589111 (1.6735326610034025) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.5690975189209 (27.50611057361973) | > grad_norm_1: tensor(227.2117, device='cuda:0') (tensor(425.5034, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8244 (0.8509844274963507) | > loader_time: 0.0094 (0.009990461767977297)  --> TIME: 2025-05-11 03:18:45 -- STEP: 287/725 -- GLOBAL_STEP: 299900 | > loss_disc: 2.0250816345214844 (2.2266535468217805) | > loss_disc_real_0: 0.12435999512672424 (0.15343932493326962) | > loss_disc_real_1: 0.15850818157196045 (0.19118051641078773) | > loss_disc_real_2: 0.17618806660175323 (0.18871695244561507) | > loss_disc_real_3: 0.1785082221031189 (0.20576086250954803) | > loss_disc_real_4: 0.184541717171669 (0.19528984172003613) | > loss_disc_real_5: 0.20551960170269012 (0.20800916346938772) | > loss_0: 2.0250816345214844 (2.2266535468217805) | > grad_norm_0: tensor(10.9670, device='cuda:0') (tensor(21.8888, device='cuda:0')) | > loss_gen: 2.9155421257019043 (2.750635127988011) | > loss_kl: 1.8075401782989502 (1.7199455084285664) | > loss_feat: 9.961081504821777 (8.225475452502836) | > loss_mel: 14.463682174682617 (13.035497293239686) | > loss_duration: 1.6882457733154297 (1.67360508441925) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.836091995239258 (27.405158564604125) | > grad_norm_1: tensor(198.8327, device='cuda:0') (tensor(394.4984, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.81 (0.8502427941830729) | > loader_time: 0.0096 (0.009975135118703805)  --> TIME: 2025-05-11 03:19:28 -- STEP: 337/725 -- GLOBAL_STEP: 299950 | > loss_disc: 2.2073240280151367 (2.224663213028045) | > loss_disc_real_0: 0.1308010220527649 (0.15235158274895363) | > loss_disc_real_1: 0.22547027468681335 (0.19125865607657844) | > loss_disc_real_2: 0.17995242774486542 (0.18879803997472772) | > loss_disc_real_3: 0.2071712762117386 (0.20544217075898316) | > loss_disc_real_4: 0.20001676678657532 (0.19537607688755243) | > loss_disc_real_5: 0.18131858110427856 (0.2077714608932462) | > loss_0: 2.2073240280151367 (2.224663213028045) | > grad_norm_0: tensor(17.5325, device='cuda:0') (tensor(21.1357, device='cuda:0')) | > loss_gen: 2.699753761291504 (2.7506248002943727) | > loss_kl: 1.6427618265151978 (1.7190962495718929) | > loss_feat: 8.140604972839355 (8.228857177655131) | > loss_mel: 12.94722843170166 (13.04288074595284) | > loss_duration: 1.6628587245941162 (1.6731719379962722) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.09320640563965 (27.414630957810047) | > grad_norm_1: tensor(253.9076, device='cuda:0') (tensor(382.5396, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.883 (0.8496509348249576) | > loader_time: 0.0098 (0.00995787739399986)  --> TIME: 2025-05-11 03:20:12 -- STEP: 387/725 -- GLOBAL_STEP: 300000 | > loss_disc: 2.402832508087158 (2.2240720596116335) | > loss_disc_real_0: 0.14908118546009064 (0.15124285625394926) | > loss_disc_real_1: 0.2013445645570755 (0.19117488298151228) | > loss_disc_real_2: 0.199018657207489 (0.18870360086592594) | > loss_disc_real_3: 0.23935793340206146 (0.20557917766176761) | > loss_disc_real_4: 0.23336519300937653 (0.1953001784723859) | > loss_disc_real_5: 0.22587911784648895 (0.20826409549214125) | > loss_0: 2.402832508087158 (2.2240720596116335) | > grad_norm_0: tensor(8.1372, device='cuda:0') (tensor(20.5599, device='cuda:0')) | > loss_gen: 2.5117123126983643 (2.7493491751895105) | > loss_kl: 1.7702616453170776 (1.7202918132146194) | > loss_feat: 6.146912574768066 (8.221136640208638) | > loss_mel: 10.826770782470703 (13.052901314826586) | > loss_duration: 1.7490637302398682 (1.6737626396716405) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.004722595214844 (27.417441607137686) | > grad_norm_1: tensor(202.0496, device='cuda:0') (tensor(374.3821, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8679 (0.85145408423372) | > loader_time: 0.0096 (0.009966927289346696) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_300000.pth  --> TIME: 2025-05-11 03:20:58 -- STEP: 437/725 -- GLOBAL_STEP: 300050 | > loss_disc: 2.0609378814697266 (2.2232334220982235) | > loss_disc_real_0: 0.09942492842674255 (0.1498125689764864) | > loss_disc_real_1: 0.18426083028316498 (0.19114638537645887) | > loss_disc_real_2: 0.16919457912445068 (0.18850731522322248) | > loss_disc_real_3: 0.19521230459213257 (0.20554967221188053) | > loss_disc_real_4: 0.18119585514068604 (0.19536246703745846) | > loss_disc_real_5: 0.21594782173633575 (0.20871055593343302) | > loss_0: 2.0609378814697266 (2.2232334220982235) | > grad_norm_0: tensor(7.7522, device='cuda:0') (tensor(20.3535, device='cuda:0')) | > loss_gen: 3.002352237701416 (2.7485023805151285) | > loss_kl: 1.6514244079589844 (1.7178745185210442) | > loss_feat: 9.437965393066406 (8.219588116050033) | > loss_mel: 14.052919387817383 (13.049210426190895) | > loss_duration: 1.6399164199829102 (1.6737308215767617) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.784576416015625 (27.408906251396694) | > grad_norm_1: tensor(291.8438, device='cuda:0') (tensor(366.1447, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8836 (0.8512284341065779) | > loader_time: 0.0107 (0.009956330947526805)  --> TIME: 2025-05-11 03:21:41 -- STEP: 487/725 -- GLOBAL_STEP: 300100 | > loss_disc: 2.261110305786133 (2.221978125875732) | > loss_disc_real_0: 0.09199132025241852 (0.1486114226205149) | > loss_disc_real_1: 0.19040314853191376 (0.19111208479996825) | > loss_disc_real_2: 0.2136959284543991 (0.18882901544321246) | > loss_disc_real_3: 0.22225843369960785 (0.20553619559907815) | > loss_disc_real_4: 0.18615123629570007 (0.19531919986193189) | > loss_disc_real_5: 0.2199278622865677 (0.20847054232806891) | > loss_0: 2.261110305786133 (2.221978125875732) | > grad_norm_0: tensor(31.4752, device='cuda:0') (tensor(20.2350, device='cuda:0')) | > loss_gen: 2.632800579071045 (2.7467326657728015) | > loss_kl: 1.5540252923965454 (1.717137096598897) | > loss_feat: 7.298754692077637 (8.204529640855725) | > loss_mel: 11.815402030944824 (13.03460902697741) | > loss_duration: 1.6444807052612305 (1.6738453978630548) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.945465087890625 (27.37685381362571) | > grad_norm_1: tensor(380.2605, device='cuda:0') (tensor(364.6466, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8042 (0.8509722788965431) | > loader_time: 0.0092 (0.009950510530256394)  --> TIME: 2025-05-11 03:22:24 -- STEP: 537/725 -- GLOBAL_STEP: 300150 | > loss_disc: 2.3312923908233643 (2.221753929358396) | > loss_disc_real_0: 0.1495932787656784 (0.14766910665250588) | > loss_disc_real_1: 0.2020168900489807 (0.19118664026593363) | > loss_disc_real_2: 0.21346916258335114 (0.18884525355125048) | > loss_disc_real_3: 0.23778362572193146 (0.20565954222581465) | > loss_disc_real_4: 0.21830067038536072 (0.1954303652436596) | > loss_disc_real_5: 0.23099710047245026 (0.20888542068959176) | > loss_0: 2.3312923908233643 (2.221753929358396) | > grad_norm_0: tensor(19.7139, device='cuda:0') (tensor(20.0680, device='cuda:0')) | > loss_gen: 2.6213924884796143 (2.747246263191466) | > loss_kl: 1.7779874801635742 (1.719369284711514) | > loss_feat: 7.5149006843566895 (8.208214319396056) | > loss_mel: 12.435836791992188 (13.047640754301895) | > loss_duration: 1.6977291107177734 (1.674162418926672) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.047847747802734 (27.39663300967084) | > grad_norm_1: tensor(440.7735, device='cuda:0') (tensor(360.7871, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8519 (0.8508858631887026) | > loader_time: 0.0091 (0.009916593242623952)  --> TIME: 2025-05-11 03:23:07 -- STEP: 587/725 -- GLOBAL_STEP: 300200 | > loss_disc: 2.119774580001831 (2.2197410317052135) | > loss_disc_real_0: 0.11770893633365631 (0.14688643729361808) | > loss_disc_real_1: 0.19567270576953888 (0.19102268763762312) | > loss_disc_real_2: 0.2007194310426712 (0.18871837313678844) | > loss_disc_real_3: 0.22936731576919556 (0.2056367580590094) | > loss_disc_real_4: 0.20751087367534637 (0.19537270447363037) | > loss_disc_real_5: 0.20481157302856445 (0.20858666465777959) | > loss_0: 2.119774580001831 (2.2197410317052135) | > grad_norm_0: tensor(13.9904, device='cuda:0') (tensor(20.2577, device='cuda:0')) | > loss_gen: 2.994264602661133 (2.752075277357737) | > loss_kl: 1.6752173900604248 (1.7198395885438282) | > loss_feat: 8.858683586120605 (8.22399345329713) | > loss_mel: 13.52381706237793 (13.061554626061925) | > loss_duration: 1.6509519815444946 (1.6736721964061154) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.70293426513672 (27.431135106127343) | > grad_norm_1: tensor(357.3909, device='cuda:0') (tensor(361.8343, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8432 (0.8507104882592842) | > loader_time: 0.0109 (0.009911818236264905)  --> TIME: 2025-05-11 03:23:51 -- STEP: 637/725 -- GLOBAL_STEP: 300250 | > loss_disc: 2.1295018196105957 (2.2186336390077575) | > loss_disc_real_0: 0.11882361024618149 (0.14639311335290808) | > loss_disc_real_1: 0.19049009680747986 (0.19102654801433078) | > loss_disc_real_2: 0.19643747806549072 (0.18886463121866323) | > loss_disc_real_3: 0.19103355705738068 (0.205440497403055) | > loss_disc_real_4: 0.19696132838726044 (0.1953761183438908) | > loss_disc_real_5: 0.19442805647850037 (0.20839516837237576) | > loss_0: 2.1295018196105957 (2.2186336390077575) | > grad_norm_0: tensor(25.8255, device='cuda:0') (tensor(20.2125, device='cuda:0')) | > loss_gen: 2.8080005645751953 (2.7516740723344966) | > loss_kl: 1.744954228401184 (1.7174306351872775) | > loss_feat: 8.701007843017578 (8.212308705508049) | > loss_mel: 13.45730209350586 (13.042098690613846) | > loss_duration: 1.6467981338500977 (1.673412435283092) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.358062744140625 (27.396924532376797) | > grad_norm_1: tensor(486.2879, device='cuda:0') (tensor(362.8007, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8563 (0.8507173020199663) | > loader_time: 0.0093 (0.009902431227535808)  --> TIME: 2025-05-11 03:24:33 -- STEP: 687/725 -- GLOBAL_STEP: 300300 | > loss_disc: 2.264749526977539 (2.217588101238487) | > loss_disc_real_0: 0.17904391884803772 (0.1457590403298277) | > loss_disc_real_1: 0.2126394659280777 (0.19101019390198506) | > loss_disc_real_2: 0.23260565102100372 (0.18889425458519402) | > loss_disc_real_3: 0.1928892880678177 (0.2054333339351754) | > loss_disc_real_4: 0.19148948788642883 (0.19530232309253973) | > loss_disc_real_5: 0.17052584886550903 (0.20833147604566124) | > loss_0: 2.264749526977539 (2.217588101238487) | > grad_norm_0: tensor(22.9627, device='cuda:0') (tensor(20.1227, device='cuda:0')) | > loss_gen: 2.817582845687866 (2.750920438350031) | > loss_kl: 1.6791329383850098 (1.7163466376508685) | > loss_feat: 8.260832786560059 (8.2065133437666) | > loss_mel: 13.017419815063477 (13.037127660004506) | > loss_duration: 1.6852333545684814 (1.6732383506613875) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.460203170776367 (27.384146444662164) | > grad_norm_1: tensor(433.1030, device='cuda:0') (tensor(360.0930, device='cuda:0')) | > current_lr_0: 0.00019143812166598528 | > current_lr_1: 0.00019143812166598528 | > step_time: 0.8744 (0.8503396937940836) | > loader_time: 0.0096 (0.009871249636187834)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.264230251312256 (2.264230251312256) | > loss_disc_real_0: 0.14924056828022003 (0.14924056828022003) | > loss_disc_real_1: 0.1689441204071045 (0.1689441204071045) | > loss_disc_real_2: 0.23631606996059418 (0.23631606996059418) | > loss_disc_real_3: 0.22729885578155518 (0.22729885578155518) | > loss_disc_real_4: 0.24641016125679016 (0.24641016125679016) | > loss_disc_real_5: 0.2084750533103943 (0.2084750533103943) | > loss_0: 2.264230251312256 (2.264230251312256) | > loss_gen: 2.8646678924560547 (2.8646678924560547) | > loss_kl: 2.2580277919769287 (2.2580277919769287) | > loss_feat: 8.203185081481934 (8.203185081481934) | > loss_mel: 13.415462493896484 (13.415462493896484) | > loss_duration: 1.7240896224975586 (1.7240896224975586) | > loss_1: 28.465431213378906 (28.465431213378906)  --> STEP: 1 | > loss_disc: 2.2701752185821533 (2.2701752185821533) | > loss_disc_real_0: 0.1420482099056244 (0.1420482099056244) | > loss_disc_real_1: 0.17754274606704712 (0.17754274606704712) | > loss_disc_real_2: 0.24090556800365448 (0.24090556800365448) | > loss_disc_real_3: 0.21872207522392273 (0.21872207522392273) | > loss_disc_real_4: 0.2745058536529541 (0.2745058536529541) | > loss_disc_real_5: 0.21983689069747925 (0.21983689069747925) | > loss_0: 2.2701752185821533 (2.2701752185821533) | > loss_gen: 2.9292662143707275 (2.9292662143707275) | > loss_kl: 2.210944890975952 (2.210944890975952) | > loss_feat: 8.903685569763184 (8.903685569763184) | > loss_mel: 14.57098388671875 (14.57098388671875) | > loss_duration: 1.8241822719573975 (1.8241822719573975) | > loss_1: 30.439064025878906 (30.439064025878906)  --> STEP: 2 | > loss_disc: 2.4240715503692627 (2.347123384475708) | > loss_disc_real_0: 0.17711633443832397 (0.15958227217197418) | > loss_disc_real_1: 0.1791098713874817 (0.1783263087272644) | > loss_disc_real_2: 0.22798816859722137 (0.23444686830043793) | > loss_disc_real_3: 0.2436790019273758 (0.23120053857564926) | > loss_disc_real_4: 0.2514153718948364 (0.26296061277389526) | > loss_disc_real_5: 0.22460363805294037 (0.2222202643752098) | > loss_0: 2.4240715503692627 (2.347123384475708) | > loss_gen: 2.5599069595336914 (2.7445865869522095) | > loss_kl: 2.007890462875366 (2.109417676925659) | > loss_feat: 6.9474077224731445 (7.925546646118164) | > loss_mel: 11.89355754852295 (13.23227071762085) | > loss_duration: 1.8546327352523804 (1.839407503604889) | > loss_1: 25.263397216796875 (27.85123062133789)  --> STEP: 3 | > loss_disc: 2.216076374053955 (2.303441047668457) | > loss_disc_real_0: 0.1265423446893692 (0.14856896301110586) | > loss_disc_real_1: 0.1673712432384491 (0.17467462023099264) | > loss_disc_real_2: 0.23979580402374268 (0.23622984687487283) | > loss_disc_real_3: 0.21955233812332153 (0.22731780509154) | > loss_disc_real_4: 0.24310240149497986 (0.2563412090142568) | > loss_disc_real_5: 0.20158171653747559 (0.2153407484292984) | > loss_0: 2.216076374053955 (2.303441047668457) | > loss_gen: 2.8926093578338623 (2.7939275105794272) | > loss_kl: 1.8640800714492798 (2.0276384751001992) | > loss_feat: 9.111804962158203 (8.320966084798178) | > loss_mel: 13.847709655761719 (13.437417030334473) | > loss_duration: 1.8234971761703491 (1.834104061126709) | > loss_1: 29.539701461791992 (28.41405423482259)  --> STEP: 4 | > loss_disc: 2.2087607383728027 (2.2797709703445435) | > loss_disc_real_0: 0.13349206745624542 (0.14479973912239075) | > loss_disc_real_1: 0.17633217573165894 (0.1750890091061592) | > loss_disc_real_2: 0.22268104553222656 (0.23284264653921127) | > loss_disc_real_3: 0.2023829221725464 (0.2210840843617916) | > loss_disc_real_4: 0.2322465181350708 (0.2503175362944603) | > loss_disc_real_5: 0.19281287491321564 (0.2097087800502777) | > loss_0: 2.2087607383728027 (2.2797709703445435) | > loss_gen: 2.9537580013275146 (2.833885133266449) | > loss_kl: 1.932355523109436 (2.0038177371025085) | > loss_feat: 10.093033790588379 (8.763983011245728) | > loss_mel: 15.632766723632812 (13.986254453659058) | > loss_duration: 1.7744154930114746 (1.8191819190979004) | > loss_1: 32.386329650878906 (29.40712308883667) --> EVAL PERFORMANCE | > avg_loader_time: 0.2819351553916931 (+0.003091096878051758) | > avg_loss_disc: 2.2797709703445435 (+0.03415334224700928) | > avg_loss_disc_real_0: 0.14479973912239075 (-0.050407133996486664) | > avg_loss_disc_real_1: 0.1750890091061592 (-0.03242712467908859) | > avg_loss_disc_real_2: 0.23284264653921127 (-0.0038861334323883057) | > avg_loss_disc_real_3: 0.2210840843617916 (+0.01933911442756653) | > avg_loss_disc_real_4: 0.2503175362944603 (+0.005286712199449539) | > avg_loss_disc_real_5: 0.2097087800502777 (-0.009960297495126724) | > avg_loss_0: 2.2797709703445435 (+0.03415334224700928) | > avg_loss_gen: 2.833885133266449 (-0.3627029061317444) | > avg_loss_kl: 2.0038177371025085 (+0.08733746409416199) | > avg_loss_feat: 8.763983011245728 (+0.01563727855682373) | > avg_loss_mel: 13.986254453659058 (-0.20861482620239258) | > avg_loss_duration: 1.8191819190979004 (+0.0017572641372680664) | > avg_loss_1: 29.40712308883667 (-0.4665851593017578)  > EPOCH: 351/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 03:25:13)   --> TIME: 2025-05-11 03:25:25 -- STEP: 12/725 -- GLOBAL_STEP: 300350 | > loss_disc: 2.211503505706787 (2.1938329935073853) | > loss_disc_real_0: 0.13232241570949554 (0.1293049162874619) | > loss_disc_real_1: 0.20081119239330292 (0.19369874025384584) | > loss_disc_real_2: 0.1701156347990036 (0.18453773111104965) | > loss_disc_real_3: 0.22375957667827606 (0.20968788986404738) | > loss_disc_real_4: 0.2181282341480255 (0.19328460345665613) | > loss_disc_real_5: 0.21416190266609192 (0.20712112511197725) | > loss_0: 2.211503505706787 (2.1938329935073853) | > grad_norm_0: tensor(16.6092, device='cuda:0') (tensor(18.9373, device='cuda:0')) | > loss_gen: 2.767611265182495 (2.786984463532766) | > loss_kl: 1.8979058265686035 (1.7376004060109456) | > loss_feat: 8.415478706359863 (8.710359334945679) | > loss_mel: 13.020947456359863 (13.524004777272543) | > loss_duration: 1.703937292098999 (1.6761622329552968) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.805879592895508 (28.43511136372884) | > grad_norm_1: tensor(509.6730, device='cuda:0') (tensor(445.0465, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8489 (0.8294633825620016) | > loader_time: 0.0089 (0.009899357954661053)  --> TIME: 2025-05-11 03:26:09 -- STEP: 62/725 -- GLOBAL_STEP: 300400 | > loss_disc: 2.2217578887939453 (2.202860216940603) | > loss_disc_real_0: 0.13659624755382538 (0.13511731235250354) | > loss_disc_real_1: 0.20156985521316528 (0.18886485719873058) | > loss_disc_real_2: 0.19848152995109558 (0.18940969820945494) | > loss_disc_real_3: 0.2139410823583603 (0.20735275264709227) | > loss_disc_real_4: 0.18958544731140137 (0.1953366314691882) | > loss_disc_real_5: 0.2230805903673172 (0.20786516152081952) | > loss_0: 2.2217578887939453 (2.202860216940603) | > grad_norm_0: tensor(27.1341, device='cuda:0') (tensor(20.8954, device='cuda:0')) | > loss_gen: 2.658129930496216 (2.777020773579997) | > loss_kl: 1.6720761060714722 (1.748884927841925) | > loss_feat: 7.680972099304199 (8.447874907524357) | > loss_mel: 12.878767013549805 (13.291518565147154) | > loss_duration: 1.7216664552688599 (1.6708447587105535) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.61161231994629 (27.936144059704198) | > grad_norm_1: tensor(479.4141, device='cuda:0') (tensor(421.2398, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8548 (0.8473412952115459) | > loader_time: 0.0097 (0.01041807666901619)  --> TIME: 2025-05-11 03:26:52 -- STEP: 112/725 -- GLOBAL_STEP: 300450 | > loss_disc: 2.1695361137390137 (2.203263259359768) | > loss_disc_real_0: 0.15294674038887024 (0.13662800818149534) | > loss_disc_real_1: 0.2236718088388443 (0.19009748380631214) | > loss_disc_real_2: 0.1805870532989502 (0.18987035232463054) | > loss_disc_real_3: 0.2184598594903946 (0.20567109555538213) | > loss_disc_real_4: 0.19591334462165833 (0.1958460793165224) | > loss_disc_real_5: 0.2500140368938446 (0.20691472052463464) | > loss_0: 2.1695361137390137 (2.203263259359768) | > grad_norm_0: tensor(29.8969, device='cuda:0') (tensor(21.6563, device='cuda:0')) | > loss_gen: 2.7139883041381836 (2.779821542756898) | > loss_kl: 1.5888733863830566 (1.7397781578557832) | > loss_feat: 8.861376762390137 (8.417576721736362) | > loss_mel: 13.659428596496582 (13.202959827014379) | > loss_duration: 1.675185203552246 (1.6738969428198676) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.498855590820312 (27.81403316770281) | > grad_norm_1: tensor(596.7488, device='cuda:0') (tensor(423.8869, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8207 (0.8461772778204509) | > loader_time: 0.0094 (0.01024934436593737)  --> TIME: 2025-05-11 03:27:34 -- STEP: 162/725 -- GLOBAL_STEP: 300500 | > loss_disc: 2.2107789516448975 (2.2003597933569075) | > loss_disc_real_0: 0.1534678339958191 (0.13706033755047822) | > loss_disc_real_1: 0.17652077972888947 (0.18958167685770697) | > loss_disc_real_2: 0.19691656529903412 (0.18896864501782407) | > loss_disc_real_3: 0.23610419034957886 (0.2052107455185902) | > loss_disc_real_4: 0.18978285789489746 (0.19544938776964021) | > loss_disc_real_5: 0.20735132694244385 (0.20619825706069855) | > loss_0: 2.2107789516448975 (2.2003597933569075) | > grad_norm_0: tensor(18.0893, device='cuda:0') (tensor(21.2610, device='cuda:0')) | > loss_gen: 2.711915969848633 (2.7750059263205826) | > loss_kl: 1.8750090599060059 (1.7404985508801025) | > loss_feat: 8.5277681350708 (8.39585447017057) | > loss_mel: 13.001250267028809 (13.197533266043957) | > loss_duration: 1.6342005729675293 (1.6744481067598598) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.75014305114746 (27.783340395232777) | > grad_norm_1: tensor(354.8815, device='cuda:0') (tensor(407.6047, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8207 (0.8417910204993354) | > loader_time: 0.012 (0.010159040674751192)  --> TIME: 2025-05-11 03:28:17 -- STEP: 212/725 -- GLOBAL_STEP: 300550 | > loss_disc: 2.3770017623901367 (2.201991878590494) | > loss_disc_real_0: 0.1752270609140396 (0.13793664794626112) | > loss_disc_real_1: 0.23961055278778076 (0.19079609573730885) | > loss_disc_real_2: 0.1981918066740036 (0.18866250987322825) | > loss_disc_real_3: 0.2178901582956314 (0.20469288731802185) | > loss_disc_real_4: 0.21229436993598938 (0.19540359178241692) | > loss_disc_real_5: 0.2057294249534607 (0.20637901331175051) | > loss_0: 2.3770017623901367 (2.201991878590494) | > grad_norm_0: tensor(22.2164, device='cuda:0') (tensor(20.7929, device='cuda:0')) | > loss_gen: 2.4846999645233154 (2.7760513503596465) | > loss_kl: 1.6506730318069458 (1.7371833836132626) | > loss_feat: 6.965649604797363 (8.38747190979291) | > loss_mel: 12.189512252807617 (13.215988217659717) | > loss_duration: 1.683026671409607 (1.6740435300008303) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.973562240600586 (27.790738474647952) | > grad_norm_1: tensor(215.9567, device='cuda:0') (tensor(398.9886, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8405 (0.8416027235534956) | > loader_time: 0.0094 (0.010172987883945685)  --> TIME: 2025-05-11 03:28:59 -- STEP: 262/725 -- GLOBAL_STEP: 300600 | > loss_disc: 2.1924571990966797 (2.203388967586837) | > loss_disc_real_0: 0.10405604541301727 (0.13787887333572382) | > loss_disc_real_1: 0.19543267786502838 (0.19116665843788908) | > loss_disc_real_2: 0.16936348378658295 (0.18862039647029558) | > loss_disc_real_3: 0.1860768049955368 (0.2046379610782361) | > loss_disc_real_4: 0.17846634984016418 (0.19543506324518728) | > loss_disc_real_5: 0.2244143933057785 (0.20691968927174129) | > loss_0: 2.1924571990966797 (2.203388967586837) | > grad_norm_0: tensor(13.3896, device='cuda:0') (tensor(20.9488, device='cuda:0')) | > loss_gen: 2.651407480239868 (2.7725274198837857) | > loss_kl: 1.652673363685608 (1.7375297701085797) | > loss_feat: 7.627570629119873 (8.366410178992574) | > loss_mel: 12.266189575195312 (13.178005200305968) | > loss_duration: 1.6756256818771362 (1.675055114822533) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.873464584350586 (27.72952770640832) | > grad_norm_1: tensor(396.2139, device='cuda:0') (tensor(398.4618, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8699 (0.8403669805017137) | > loader_time: 0.0096 (0.010193767438408077)  --> TIME: 2025-05-11 03:29:42 -- STEP: 312/725 -- GLOBAL_STEP: 300650 | > loss_disc: 2.100029468536377 (2.2022307094855176) | > loss_disc_real_0: 0.11190419644117355 (0.13774160102296346) | > loss_disc_real_1: 0.18128904700279236 (0.19118958983856907) | > loss_disc_real_2: 0.1764386147260666 (0.18872241021539918) | > loss_disc_real_3: 0.19455349445343018 (0.20427508083864668) | > loss_disc_real_4: 0.18149259686470032 (0.19511618742193926) | > loss_disc_real_5: 0.1863110214471817 (0.20668796249307128) | > loss_0: 2.100029468536377 (2.2022307094855176) | > grad_norm_0: tensor(12.1565, device='cuda:0') (tensor(20.8002, device='cuda:0')) | > loss_gen: 2.9235191345214844 (2.7722632288932796) | > loss_kl: 1.6492629051208496 (1.7275869017228103) | > loss_feat: 8.904345512390137 (8.348028875314254) | > loss_mel: 14.129993438720703 (13.151976463122246) | > loss_duration: 1.6848567724227905 (1.6740004320939381) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.291976928710938 (27.67385587936792) | > grad_norm_1: tensor(359.3072, device='cuda:0') (tensor(398.0884, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8365 (0.8399665615497495) | > loader_time: 0.0098 (0.010177694834195653)  --> TIME: 2025-05-11 03:30:25 -- STEP: 362/725 -- GLOBAL_STEP: 300700 | > loss_disc: 2.143700361251831 (2.2041821199886025) | > loss_disc_real_0: 0.10643959790468216 (0.13851123550155542) | > loss_disc_real_1: 0.1885192096233368 (0.1911364585078883) | > loss_disc_real_2: 0.1998721957206726 (0.1889506655832681) | > loss_disc_real_3: 0.1820550262928009 (0.20448677031868728) | > loss_disc_real_4: 0.18381737172603607 (0.19550818394231534) | > loss_disc_real_5: 0.2374388575553894 (0.20657063967121247) | > loss_0: 2.143700361251831 (2.2041821199886025) | > grad_norm_0: tensor(19.0178, device='cuda:0') (tensor(21.1345, device='cuda:0')) | > loss_gen: 2.8324155807495117 (2.769765597680656) | > loss_kl: 1.8914833068847656 (1.7246255762669263) | > loss_feat: 9.165069580078125 (8.327389015018595) | > loss_mel: 14.585783958435059 (13.115648843965477) | > loss_duration: 1.6109470129013062 (1.6723873388042767) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.08570098876953 (27.609816382603086) | > grad_norm_1: tensor(422.7574, device='cuda:0') (tensor(394.4362, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.835 (0.840292137630737) | > loader_time: 0.0096 (0.01017240331976453)  --> TIME: 2025-05-11 03:31:07 -- STEP: 412/725 -- GLOBAL_STEP: 300750 | > loss_disc: 2.388028383255005 (2.204706474415304) | > loss_disc_real_0: 0.1357424408197403 (0.13831054388536407) | > loss_disc_real_1: 0.1764330267906189 (0.19125862061543378) | > loss_disc_real_2: 0.20426048338413239 (0.18886966254670648) | > loss_disc_real_3: 0.250566303730011 (0.20449873088922316) | > loss_disc_real_4: 0.22287532687187195 (0.19539772028338562) | > loss_disc_real_5: 0.23425240814685822 (0.2066806414824667) | > loss_0: 2.388028383255005 (2.204706474415304) | > grad_norm_0: tensor(19.5927, device='cuda:0') (tensor(21.0223, device='cuda:0')) | > loss_gen: 2.6490564346313477 (2.766052993177211) | > loss_kl: 1.7198805809020996 (1.7224848125744792) | > loss_feat: 8.143905639648438 (8.291751854628021) | > loss_mel: 12.372724533081055 (13.059204437200306) | > loss_duration: 1.6640757322311401 (1.6725999605887145) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.54964256286621 (27.51209406713837) | > grad_norm_1: tensor(408.1844, device='cuda:0') (tensor(394.2285, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8403 (0.8401402807930144) | > loader_time: 0.0103 (0.010193127451591124)  --> TIME: 2025-05-11 03:31:50 -- STEP: 462/725 -- GLOBAL_STEP: 300800 | > loss_disc: 2.293862819671631 (2.204327823279738) | > loss_disc_real_0: 0.2030404657125473 (0.13843311982237405) | > loss_disc_real_1: 0.2044885754585266 (0.19115542730082688) | > loss_disc_real_2: 0.2113998383283615 (0.18898613463877603) | > loss_disc_real_3: 0.19727195799350739 (0.20434074542481145) | > loss_disc_real_4: 0.2202528864145279 (0.19548076926629782) | > loss_disc_real_5: 0.23553310334682465 (0.2063510226996947) | > loss_0: 2.293862819671631 (2.204327823279738) | > grad_norm_0: tensor(26.7946, device='cuda:0') (tensor(21.0628, device='cuda:0')) | > loss_gen: 2.7563343048095703 (2.7682749739973067) | > loss_kl: 1.5492802858352661 (1.7194902969129158) | > loss_feat: 6.878692626953125 (8.29532156052526) | > loss_mel: 11.35001277923584 (13.05346239180792) | > loss_duration: 1.7120634317398071 (1.672615675957172) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.246381759643555 (27.509164901006784) | > grad_norm_1: tensor(538.7729, device='cuda:0') (tensor(396.4963, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.7959 (0.8403535064680754) | > loader_time: 0.0097 (0.010226481404655426)  --> TIME: 2025-05-11 03:32:33 -- STEP: 512/725 -- GLOBAL_STEP: 300850 | > loss_disc: 1.9740188121795654 (2.204351821448652) | > loss_disc_real_0: 0.11521904915571213 (0.1383360702311619) | > loss_disc_real_1: 0.16454392671585083 (0.1910131621989422) | > loss_disc_real_2: 0.17237158119678497 (0.18873003235785293) | > loss_disc_real_3: 0.17507699131965637 (0.20437093512737192) | > loss_disc_real_4: 0.1304195672273636 (0.1956145138537977) | > loss_disc_real_5: 0.1983022689819336 (0.20635738133569254) | > loss_0: 1.9740188121795654 (2.204351821448652) | > grad_norm_0: tensor(23.1507, device='cuda:0') (tensor(21.1595, device='cuda:0')) | > loss_gen: 3.177164077758789 (2.7663489845581357) | > loss_kl: 1.7602039575576782 (1.7229011461604387) | > loss_feat: 10.288265228271484 (8.28315756004302) | > loss_mel: 14.693734169006348 (13.029598068445921) | > loss_duration: 1.6284525394439697 (1.673253045650199) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.547819137573242 (27.47525882348418) | > grad_norm_1: tensor(176.4823, device='cuda:0') (tensor(399.1474, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8363 (0.8403620021417739) | > loader_time: 0.01 (0.010196191724389793)  --> TIME: 2025-05-11 03:33:15 -- STEP: 562/725 -- GLOBAL_STEP: 300900 | > loss_disc: 2.1203670501708984 (2.204146149107568) | > loss_disc_real_0: 0.11817246675491333 (0.13813617506008116) | > loss_disc_real_1: 0.19656285643577576 (0.19083152488669472) | > loss_disc_real_2: 0.1702362447977066 (0.18870744289452504) | > loss_disc_real_3: 0.21019592881202698 (0.204706179024486) | > loss_disc_real_4: 0.20278549194335938 (0.19556997949754637) | > loss_disc_real_5: 0.2315356582403183 (0.2066457547061809) | > loss_0: 2.1203670501708984 (2.204146149107568) | > grad_norm_0: tensor(14.4805, device='cuda:0') (tensor(21.3563, device='cuda:0')) | > loss_gen: 2.820629358291626 (2.7657622281342644) | > loss_kl: 1.8527030944824219 (1.723680071347124) | > loss_feat: 8.852097511291504 (8.285781235033063) | > loss_mel: 13.255840301513672 (13.036720813805523) | > loss_duration: 1.6467130184173584 (1.6733010858827642) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.427982330322266 (27.48524545350533) | > grad_norm_1: tensor(314.3111, device='cuda:0') (tensor(403.4534, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8699 (0.8398971141869487) | > loader_time: 0.0103 (0.0101743906842432)  --> TIME: 2025-05-11 03:33:58 -- STEP: 612/725 -- GLOBAL_STEP: 300950 | > loss_disc: 2.2085046768188477 (2.204820609754985) | > loss_disc_real_0: 0.144050732254982 (0.1381553220593071) | > loss_disc_real_1: 0.1728612780570984 (0.19075207188238516) | > loss_disc_real_2: 0.20208129286766052 (0.18893707531437384) | > loss_disc_real_3: 0.19826072454452515 (0.2047219163208616) | > loss_disc_real_4: 0.20751875638961792 (0.19557709534183823) | > loss_disc_real_5: 0.18410231173038483 (0.2068248570598419) | > loss_0: 2.2085046768188477 (2.204820609754985) | > grad_norm_0: tensor(25.1658, device='cuda:0') (tensor(21.2765, device='cuda:0')) | > loss_gen: 2.706411361694336 (2.7633824843207213) | > loss_kl: 1.780020833015442 (1.7245125445275524) | > loss_feat: 7.542917251586914 (8.274108278205953) | > loss_mel: 12.732666015625 (13.039955679887257) | > loss_duration: 1.6170270442962646 (1.6729901795293778) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.37904167175293 (27.474949169782246) | > grad_norm_1: tensor(242.7011, device='cuda:0') (tensor(401.5550, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8349 (0.8400925210877958) | > loader_time: 0.0092 (0.010163254597607784)  --> TIME: 2025-05-11 03:34:41 -- STEP: 662/725 -- GLOBAL_STEP: 301000 | > loss_disc: 2.169379234313965 (2.2042908061667155) | > loss_disc_real_0: 0.10372675210237503 (0.13808962756773477) | > loss_disc_real_1: 0.19521185755729675 (0.1906714792563115) | > loss_disc_real_2: 0.19019217789173126 (0.18904731575726036) | > loss_disc_real_3: 0.24799366295337677 (0.2047173233865972) | > loss_disc_real_4: 0.17852447926998138 (0.19553250279221285) | > loss_disc_real_5: 0.18894629180431366 (0.20681142442356068) | > loss_0: 2.169379234313965 (2.2042908061667155) | > grad_norm_0: tensor(25.3867, device='cuda:0') (tensor(21.3478, device='cuda:0')) | > loss_gen: 2.8216071128845215 (2.7658533484554004) | > loss_kl: 1.8288207054138184 (1.7257113202821093) | > loss_feat: 9.411884307861328 (8.284987278215093) | > loss_mel: 14.251346588134766 (13.057700907715853) | > loss_duration: 1.6783254146575928 (1.673224003833587) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.991985321044922 (27.507476858502063) | > grad_norm_1: tensor(557.6570, device='cuda:0') (tensor(403.8799, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.857 (0.839631983160612) | > loader_time: 0.0102 (0.010154942731482744) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_301000.pth  --> TIME: 2025-05-11 03:35:26 -- STEP: 712/725 -- GLOBAL_STEP: 301050 | > loss_disc: 2.1814708709716797 (2.2040541150261865) | > loss_disc_real_0: 0.10677109658718109 (0.13817388586323237) | > loss_disc_real_1: 0.19993899762630463 (0.1907104852117514) | > loss_disc_real_2: 0.19153353571891785 (0.18901482167957212) | > loss_disc_real_3: 0.18595445156097412 (0.20473324538867804) | > loss_disc_real_4: 0.1733633428812027 (0.19545353718855404) | > loss_disc_real_5: 0.21333523094654083 (0.20687775280368467) | > loss_0: 2.1814708709716797 (2.2040541150261865) | > grad_norm_0: tensor(13.9238, device='cuda:0') (tensor(21.3459, device='cuda:0')) | > loss_gen: 2.644111156463623 (2.7663393546356234) | > loss_kl: 1.800323247909546 (1.7266271303543883) | > loss_feat: 8.495377540588379 (8.291234617152895) | > loss_mel: 13.48349380493164 (13.065826343686387) | > loss_duration: 1.668104648590088 (1.672721553886875) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.09140968322754 (27.522748995363038) | > grad_norm_1: tensor(399.0146, device='cuda:0') (tensor(402.3323, device='cuda:0')) | > current_lr_0: 0.00019141419190077703 | > current_lr_1: 0.00019141419190077703 | > step_time: 0.8109 (0.8397062568182353) | > loader_time: 0.0095 (0.010149769233853629)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2477006912231445 (2.2477006912231445) | > loss_disc_real_0: 0.1409134566783905 (0.1409134566783905) | > loss_disc_real_1: 0.14897975325584412 (0.14897975325584412) | > loss_disc_real_2: 0.2230219841003418 (0.2230219841003418) | > loss_disc_real_3: 0.22455786168575287 (0.22455786168575287) | > loss_disc_real_4: 0.2364628165960312 (0.2364628165960312) | > loss_disc_real_5: 0.2791973352432251 (0.2791973352432251) | > loss_0: 2.2477006912231445 (2.2477006912231445) | > loss_gen: 2.7662172317504883 (2.7662172317504883) | > loss_kl: 2.2029869556427 (2.2029869556427) | > loss_feat: 8.683123588562012 (8.683123588562012) | > loss_mel: 14.444561004638672 (14.444561004638672) | > loss_duration: 1.7067922353744507 (1.7067922353744507) | > loss_1: 29.803682327270508 (29.803682327270508)  --> STEP: 1 | > loss_disc: 2.362175464630127 (2.362175464630127) | > loss_disc_real_0: 0.15406492352485657 (0.15406492352485657) | > loss_disc_real_1: 0.16117943823337555 (0.16117943823337555) | > loss_disc_real_2: 0.24372082948684692 (0.24372082948684692) | > loss_disc_real_3: 0.24307040870189667 (0.24307040870189667) | > loss_disc_real_4: 0.2668243944644928 (0.2668243944644928) | > loss_disc_real_5: 0.2820602059364319 (0.2820602059364319) | > loss_0: 2.362175464630127 (2.362175464630127) | > loss_gen: 2.7153666019439697 (2.7153666019439697) | > loss_kl: 2.081580638885498 (2.081580638885498) | > loss_feat: 8.03510856628418 (8.03510856628418) | > loss_mel: 13.949246406555176 (13.949246406555176) | > loss_duration: 1.8224586248397827 (1.8224586248397827) | > loss_1: 28.603761672973633 (28.603761672973633)  --> STEP: 2 | > loss_disc: 2.2477259635925293 (2.304950714111328) | > loss_disc_real_0: 0.13531698286533356 (0.14469095319509506) | > loss_disc_real_1: 0.15871784090995789 (0.15994863957166672) | > loss_disc_real_2: 0.23542819917201996 (0.23957451432943344) | > loss_disc_real_3: 0.2378067523241043 (0.2404385805130005) | > loss_disc_real_4: 0.20909298956394196 (0.23795869201421738) | > loss_disc_real_5: 0.2631044387817383 (0.2725823223590851) | > loss_0: 2.2477259635925293 (2.304950714111328) | > loss_gen: 2.7394752502441406 (2.727420926094055) | > loss_kl: 2.1128833293914795 (2.0972319841384888) | > loss_feat: 8.52501392364502 (8.2800612449646) | > loss_mel: 15.140464782714844 (14.54485559463501) | > loss_duration: 1.854546308517456 (1.8385024666786194) | > loss_1: 30.37238311767578 (29.488072395324707)  --> STEP: 3 | > loss_disc: 2.438385248184204 (2.34942889213562) | > loss_disc_real_0: 0.16155390441417694 (0.15031193693478903) | > loss_disc_real_1: 0.17029757797718048 (0.16339828570683798) | > loss_disc_real_2: 0.22437644004821777 (0.23450848956902823) | > loss_disc_real_3: 0.23460902273654938 (0.23849539458751678) | > loss_disc_real_4: 0.2210605889558792 (0.23232599099477133) | > loss_disc_real_5: 0.28498440980911255 (0.27671635150909424) | > loss_0: 2.438385248184204 (2.34942889213562) | > loss_gen: 2.4232802391052246 (2.6260406970977783) | > loss_kl: 1.9706494808197021 (2.05503781636556) | > loss_feat: 6.967402458190918 (7.842508316040039) | > loss_mel: 12.620342254638672 (13.903351147969564) | > loss_duration: 1.8217172622680664 (1.8329073985417683) | > loss_1: 25.803394317626953 (28.259846369425457)  --> STEP: 4 | > loss_disc: 2.2933349609375 (2.33540540933609) | > loss_disc_real_0: 0.13969655334949493 (0.1476580910384655) | > loss_disc_real_1: 0.16352787613868713 (0.16343068331480026) | > loss_disc_real_2: 0.20731936395168304 (0.22771120816469193) | > loss_disc_real_3: 0.2071814090013504 (0.2306668981909752) | > loss_disc_real_4: 0.21529801189899445 (0.2280689962208271) | > loss_disc_real_5: 0.273843914270401 (0.27599824219942093) | > loss_0: 2.2933349609375 (2.33540540933609) | > loss_gen: 2.5730319023132324 (2.612788498401642) | > loss_kl: 2.0119857788085938 (2.0442748069763184) | > loss_feat: 7.99990701675415 (7.881857991218567) | > loss_mel: 13.469945907592773 (13.794999837875366) | > loss_duration: 1.7629390954971313 (1.8154153227806091) | > loss_1: 27.81781005859375 (28.14933729171753) --> EVAL PERFORMANCE | > avg_loader_time: 0.2814074754714966 (-0.0005276799201965332) | > avg_loss_disc: 2.33540540933609 (+0.05563443899154663) | > avg_loss_disc_real_0: 0.1476580910384655 (+0.002858351916074753) | > avg_loss_disc_real_1: 0.16343068331480026 (-0.011658325791358948) | > avg_loss_disc_real_2: 0.22771120816469193 (-0.005131438374519348) | > avg_loss_disc_real_3: 0.2306668981909752 (+0.009582813829183578) | > avg_loss_disc_real_4: 0.2280689962208271 (-0.022248540073633194) | > avg_loss_disc_real_5: 0.27599824219942093 (+0.06628946214914322) | > avg_loss_0: 2.33540540933609 (+0.05563443899154663) | > avg_loss_gen: 2.612788498401642 (-0.22109663486480713) | > avg_loss_kl: 2.0442748069763184 (+0.040457069873809814) | > avg_loss_feat: 7.881857991218567 (-0.8821250200271606) | > avg_loss_mel: 13.794999837875366 (-0.1912546157836914) | > avg_loss_duration: 1.8154153227806091 (-0.0037665963172912598) | > avg_loss_1: 28.14933729171753 (-1.2577857971191406)  > EPOCH: 352/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 03:35:43)   --> TIME: 2025-05-11 03:36:17 -- STEP: 37/725 -- GLOBAL_STEP: 301100 | > loss_disc: 2.076826333999634 (2.193421067418279) | > loss_disc_real_0: 0.10113015025854111 (0.13691592518542262) | > loss_disc_real_1: 0.16918587684631348 (0.19195291842963244) | > loss_disc_real_2: 0.15620765089988708 (0.18580013151104385) | > loss_disc_real_3: 0.21413558721542358 (0.2026265557553317) | > loss_disc_real_4: 0.1669081151485443 (0.1954897613944234) | > loss_disc_real_5: 0.18817801773548126 (0.20663126739295753) | > loss_0: 2.076826333999634 (2.193421067418279) | > grad_norm_0: tensor(17.8626, device='cuda:0') (tensor(19.7811, device='cuda:0')) | > loss_gen: 2.7084720134735107 (2.7537601831797005) | > loss_kl: 1.9313464164733887 (1.7197843371210872) | > loss_feat: 8.924750328063965 (8.141276269345672) | > loss_mel: 13.139866828918457 (12.956969828219027) | > loss_duration: 1.665757417678833 (1.6678982199849308) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.370193481445312 (27.23968907949087) | > grad_norm_1: tensor(544.6870, device='cuda:0') (tensor(420.5016, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8615 (0.8517294896615518) | > loader_time: 0.0099 (0.010188547340599267)  --> TIME: 2025-05-11 03:37:01 -- STEP: 87/725 -- GLOBAL_STEP: 301150 | > loss_disc: 2.2033517360687256 (2.199283993107149) | > loss_disc_real_0: 0.13559414446353912 (0.13788572955748135) | > loss_disc_real_1: 0.19819551706314087 (0.1920271209259143) | > loss_disc_real_2: 0.1624855101108551 (0.18675769129018674) | > loss_disc_real_3: 0.22385703027248383 (0.20315638921041598) | > loss_disc_real_4: 0.22296229004859924 (0.1955156834988758) | > loss_disc_real_5: 0.23170889914035797 (0.20635866570746766) | > loss_0: 2.2033517360687256 (2.199283993107149) | > grad_norm_0: tensor(16.1369, device='cuda:0') (tensor(18.0387, device='cuda:0')) | > loss_gen: 2.8099050521850586 (2.7643892326574218) | > loss_kl: 1.7785943746566772 (1.7296135795527492) | > loss_feat: 8.685310363769531 (8.30695184071859) | > loss_mel: 14.43008041381836 (13.073088053999276) | > loss_duration: 1.6621203422546387 (1.669922172338113) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.366012573242188 (27.543965109463397) | > grad_norm_1: tensor(202.8093, device='cuda:0') (tensor(378.6131, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8444 (0.8528215939971221) | > loader_time: 0.0093 (0.010004276516793788)  --> TIME: 2025-05-11 03:37:44 -- STEP: 137/725 -- GLOBAL_STEP: 301200 | > loss_disc: 2.188816547393799 (2.198147638000711) | > loss_disc_real_0: 0.0875101089477539 (0.1384781199867708) | > loss_disc_real_1: 0.19131101667881012 (0.19096617563797613) | > loss_disc_real_2: 0.18421673774719238 (0.18592967723842954) | > loss_disc_real_3: 0.2226586788892746 (0.20350052884025296) | > loss_disc_real_4: 0.19121326506137848 (0.19532490701135924) | > loss_disc_real_5: 0.2807358205318451 (0.2078444249656079) | > loss_0: 2.188816547393799 (2.198147638000711) | > grad_norm_0: tensor(23.8653, device='cuda:0') (tensor(19.5635, device='cuda:0')) | > loss_gen: 2.794853448867798 (2.7692066370135677) | > loss_kl: 1.6866140365600586 (1.7201716743246482) | > loss_feat: 8.312614440917969 (8.334389387256044) | > loss_mel: 12.804743766784668 (13.104075536240627) | > loss_duration: 1.6578645706176758 (1.6718641302011308) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.256690979003906 (27.59970756864896) | > grad_norm_1: tensor(364.3331, device='cuda:0') (tensor(380.0952, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8047 (0.8555300131331394) | > loader_time: 0.0094 (0.009950315865286946)  --> TIME: 2025-05-11 03:38:28 -- STEP: 187/725 -- GLOBAL_STEP: 301250 | > loss_disc: 2.134389877319336 (2.205159412985817) | > loss_disc_real_0: 0.12467341125011444 (0.13824481453328208) | > loss_disc_real_1: 0.2008749097585678 (0.19080925545590455) | > loss_disc_real_2: 0.18786640465259552 (0.18699979144621667) | > loss_disc_real_3: 0.22036154568195343 (0.20478426581398051) | > loss_disc_real_4: 0.19108489155769348 (0.1961716558525269) | > loss_disc_real_5: 0.20672012865543365 (0.20829552101260201) | > loss_0: 2.134389877319336 (2.205159412985817) | > grad_norm_0: tensor(12.1125, device='cuda:0') (tensor(19.6864, device='cuda:0')) | > loss_gen: 2.815995454788208 (2.7655970017540263) | > loss_kl: 1.8263728618621826 (1.7139404349148593) | > loss_feat: 8.09308910369873 (8.29484140681711) | > loss_mel: 12.717204093933105 (13.059711915286467) | > loss_duration: 1.6835922002792358 (1.6725635063201987) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.136253356933594 (27.506654412988674) | > grad_norm_1: tensor(313.5256, device='cuda:0') (tensor(375.5981, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8573 (0.8544768088641651) | > loader_time: 0.0097 (0.009934278732952584)  --> TIME: 2025-05-11 03:39:11 -- STEP: 237/725 -- GLOBAL_STEP: 301300 | > loss_disc: 2.1922202110290527 (2.208893494263983) | > loss_disc_real_0: 0.16307313740253448 (0.1392186792716699) | > loss_disc_real_1: 0.21969439089298248 (0.1913119552633431) | > loss_disc_real_2: 0.18897108733654022 (0.1874467948695276) | > loss_disc_real_3: 0.19986437261104584 (0.20530653100476487) | > loss_disc_real_4: 0.16336482763290405 (0.19578683370024846) | > loss_disc_real_5: 0.2117759883403778 (0.20840781832797617) | > loss_0: 2.1922202110290527 (2.208893494263983) | > grad_norm_0: tensor(20.9225, device='cuda:0') (tensor(19.4466, device='cuda:0')) | > loss_gen: 2.78047513961792 (2.7606745108270445) | > loss_kl: 1.872388482093811 (1.7151857000866018) | > loss_feat: 8.262654304504395 (8.26126918712246) | > loss_mel: 13.42123794555664 (13.05414294794139) | > loss_duration: 1.6607447862625122 (1.6717915233177474) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.99750328063965 (27.463064024720012) | > grad_norm_1: tensor(468.1617, device='cuda:0') (tensor(364.6393, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8082 (0.8532519420993983) | > loader_time: 0.0091 (0.009920001532961041)  --> TIME: 2025-05-11 03:39:54 -- STEP: 287/725 -- GLOBAL_STEP: 301350 | > loss_disc: 2.0517570972442627 (2.209408039830703) | > loss_disc_real_0: 0.11428111791610718 (0.13869085939088355) | > loss_disc_real_1: 0.16934700310230255 (0.19121471592565864) | > loss_disc_real_2: 0.19575630128383636 (0.18838612049921888) | > loss_disc_real_3: 0.20894454419612885 (0.20547605453883316) | > loss_disc_real_4: 0.16756154596805573 (0.19580788328880216) | > loss_disc_real_5: 0.19476920366287231 (0.2081845433869844) | > loss_0: 2.0517570972442627 (2.209408039830703) | > grad_norm_0: tensor(19.1091, device='cuda:0') (tensor(19.3463, device='cuda:0')) | > loss_gen: 3.0123140811920166 (2.755895498322278) | > loss_kl: 1.6128342151641846 (1.717381370607569) | > loss_feat: 9.31702995300293 (8.225886306696243) | > loss_mel: 13.946148872375488 (13.000661361508254) | > loss_duration: 1.6793758869171143 (1.6715822265538611) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.567703247070312 (27.371406887466485) | > grad_norm_1: tensor(578.0935, device='cuda:0') (tensor(367.1345, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8041 (0.8512755686397753) | > loader_time: 0.0127 (0.009923790390067817)  --> TIME: 2025-05-11 03:40:37 -- STEP: 337/725 -- GLOBAL_STEP: 301400 | > loss_disc: 2.0054805278778076 (2.2117811437884134) | > loss_disc_real_0: 0.11937630921602249 (0.1392358115235848) | > loss_disc_real_1: 0.18209128081798553 (0.19140725222468744) | > loss_disc_real_2: 0.1374383419752121 (0.1884499711346555) | > loss_disc_real_3: 0.17518708109855652 (0.20574079356667557) | > loss_disc_real_4: 0.17552389204502106 (0.19605476230117613) | > loss_disc_real_5: 0.20801424980163574 (0.20778812848318923) | > loss_0: 2.0054805278778076 (2.2117811437884134) | > grad_norm_0: tensor(17.3143, device='cuda:0') (tensor(19.6726, device='cuda:0')) | > loss_gen: 3.1514196395874023 (2.754472539403671) | > loss_kl: 1.7701863050460815 (1.712113785814461) | > loss_feat: 10.304713249206543 (8.20604143227598) | > loss_mel: 15.82308292388916 (12.980408173286596) | > loss_duration: 1.6815402507781982 (1.6708108031077629) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.7309455871582 (27.32384688493406) | > grad_norm_1: tensor(264.4874, device='cuda:0') (tensor(372.5015, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8828 (0.8508922834424661) | > loader_time: 0.0109 (0.00992739660449834)  --> TIME: 2025-05-11 03:41:20 -- STEP: 387/725 -- GLOBAL_STEP: 301450 | > loss_disc: 2.140087127685547 (2.2078603373633476) | > loss_disc_real_0: 0.16491273045539856 (0.1388170558198789) | > loss_disc_real_1: 0.21216537058353424 (0.191505265289807) | > loss_disc_real_2: 0.21486660838127136 (0.18821032137371768) | > loss_disc_real_3: 0.20511849224567413 (0.20530927350662792) | > loss_disc_real_4: 0.19591400027275085 (0.1955682946807038) | > loss_disc_real_5: 0.1851801574230194 (0.20762760490564097) | > loss_0: 2.140087127685547 (2.2078603373633476) | > grad_norm_0: tensor(31.2801, device='cuda:0') (tensor(19.8614, device='cuda:0')) | > loss_gen: 2.9942338466644287 (2.760453041209731) | > loss_kl: 1.5247629880905151 (1.7150317800137427) | > loss_feat: 8.331846237182617 (8.235416980368854) | > loss_mel: 13.247904777526855 (13.009911914204443) | > loss_duration: 1.7348544597625732 (1.6708784482275796) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.833602905273438 (27.391692292166617) | > grad_norm_1: tensor(452.1953, device='cuda:0') (tensor(372.8643, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.869 (0.8510734572891117) | > loader_time: 0.0095 (0.009941880401098755)  --> TIME: 2025-05-11 03:42:03 -- STEP: 437/725 -- GLOBAL_STEP: 301500 | > loss_disc: 2.1543147563934326 (2.207079462383103) | > loss_disc_real_0: 0.11657348275184631 (0.1386348958078187) | > loss_disc_real_1: 0.18280255794525146 (0.1912956785760156) | > loss_disc_real_2: 0.1666875183582306 (0.18819578298851333) | > loss_disc_real_3: 0.19850364327430725 (0.20527142865979706) | > loss_disc_real_4: 0.1979707032442093 (0.19566977208211708) | > loss_disc_real_5: 0.2401522696018219 (0.20775658874271657) | > loss_0: 2.1543147563934326 (2.207079462383103) | > grad_norm_0: tensor(14.9154, device='cuda:0') (tensor(19.9940, device='cuda:0')) | > loss_gen: 2.837952136993408 (2.7627577667105387) | > loss_kl: 1.8643096685409546 (1.7201216406353008) | > loss_feat: 8.42332649230957 (8.244714295018474) | > loss_mel: 13.34206771850586 (13.012585687964677) | > loss_duration: 1.639857292175293 (1.670554101603528) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.107513427734375 (27.4107336135969) | > grad_norm_1: tensor(135.9343, device='cuda:0') (tensor(375.1911, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8987 (0.8504005449587475) | > loader_time: 0.0102 (0.009936694422357418)  --> TIME: 2025-05-11 03:42:46 -- STEP: 487/725 -- GLOBAL_STEP: 301550 | > loss_disc: 2.1241047382354736 (2.206908533950115) | > loss_disc_real_0: 0.13050727546215057 (0.13853526185792597) | > loss_disc_real_1: 0.15581431984901428 (0.19111205848580276) | > loss_disc_real_2: 0.18135829269886017 (0.18818310732347027) | > loss_disc_real_3: 0.24414090812206268 (0.2052514934013512) | > loss_disc_real_4: 0.19440044462680817 (0.19583722985745453) | > loss_disc_real_5: 0.2037668526172638 (0.2076884502625318) | > loss_0: 2.1241047382354736 (2.206908533950115) | > grad_norm_0: tensor(11.9355, device='cuda:0') (tensor(20.0302, device='cuda:0')) | > loss_gen: 2.8810667991638184 (2.761920235729805) | > loss_kl: 1.8667826652526855 (1.7212666552169613) | > loss_feat: 8.778848648071289 (8.234051101261603) | > loss_mel: 14.246275901794434 (13.004425136949981) | > loss_duration: 1.658039927482605 (1.6710703661799189) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.431013107299805 (27.392733595454473) | > grad_norm_1: tensor(387.6555, device='cuda:0') (tensor(374.0209, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8035 (0.849986252598694) | > loader_time: 0.0092 (0.009918418508290757)  --> TIME: 2025-05-11 03:43:29 -- STEP: 537/725 -- GLOBAL_STEP: 301600 | > loss_disc: 2.2303011417388916 (2.2072877688558843) | > loss_disc_real_0: 0.1329859346151352 (0.13886019663826293) | > loss_disc_real_1: 0.19550831615924835 (0.19117653109063878) | > loss_disc_real_2: 0.172218918800354 (0.18811084096991149) | > loss_disc_real_3: 0.18862327933311462 (0.20529686147607246) | > loss_disc_real_4: 0.1769573986530304 (0.1957685385502916) | > loss_disc_real_5: 0.2249373346567154 (0.20760757874288147) | > loss_0: 2.2303011417388916 (2.2072877688558843) | > grad_norm_0: tensor(22.8001, device='cuda:0') (tensor(19.8455, device='cuda:0')) | > loss_gen: 2.6585376262664795 (2.7597230364268497) | > loss_kl: 1.5696320533752441 (1.7211396900635196) | > loss_feat: 8.100643157958984 (8.226915853205576) | > loss_mel: 13.116739273071289 (13.003588607191373) | > loss_duration: 1.7095849514007568 (1.6718912011418263) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.155136108398438 (27.38325848925713) | > grad_norm_1: tensor(134.0529, device='cuda:0') (tensor(367.9856, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8541 (0.8496827306694159) | > loader_time: 0.0092 (0.009899694826349871)  --> TIME: 2025-05-11 03:44:13 -- STEP: 587/725 -- GLOBAL_STEP: 301650 | > loss_disc: 2.1501078605651855 (2.2059937347951486) | > loss_disc_real_0: 0.17296238243579865 (0.13853191923242242) | > loss_disc_real_1: 0.1728791892528534 (0.1909931678534367) | > loss_disc_real_2: 0.17118394374847412 (0.18779575763812878) | > loss_disc_real_3: 0.20686528086662292 (0.20528848009783734) | > loss_disc_real_4: 0.1891535520553589 (0.19560844726619367) | > loss_disc_real_5: 0.20975802838802338 (0.20774352230652024) | > loss_0: 2.1501078605651855 (2.2059937347951486) | > grad_norm_0: tensor(23.9243, device='cuda:0') (tensor(19.6980, device='cuda:0')) | > loss_gen: 3.0559916496276855 (2.7623570408081877) | > loss_kl: 1.8921157121658325 (1.7225068121183877) | > loss_feat: 9.183308601379395 (8.245200603134192) | > loss_mel: 13.83316421508789 (13.015041671376007) | > loss_duration: 1.654236078262329 (1.6715252949797519) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.618816375732422 (27.416631516646696) | > grad_norm_1: tensor(461.5788, device='cuda:0') (tensor(365.3536, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8547 (0.8496759575514006) | > loader_time: 0.0094 (0.009888864254017306)  --> TIME: 2025-05-11 03:44:56 -- STEP: 637/725 -- GLOBAL_STEP: 301700 | > loss_disc: 2.2111830711364746 (2.205992140238476) | > loss_disc_real_0: 0.11995723843574524 (0.138524585033605) | > loss_disc_real_1: 0.1764800101518631 (0.19119378479908192) | > loss_disc_real_2: 0.19364352524280548 (0.1880672495209815) | > loss_disc_real_3: 0.19865813851356506 (0.2050344888559504) | > loss_disc_real_4: 0.19431456923484802 (0.19555637153856803) | > loss_disc_real_5: 0.21659736335277557 (0.20767073546137138) | > loss_0: 2.2111830711364746 (2.205992140238476) | > grad_norm_0: tensor(24.9590, device='cuda:0') (tensor(19.6575, device='cuda:0')) | > loss_gen: 2.6844868659973145 (2.762646028722288) | > loss_kl: 1.8267923593521118 (1.7204614814072616) | > loss_feat: 7.611905574798584 (8.246367772669783) | > loss_mel: 12.126972198486328 (13.021327777784686) | > loss_duration: 1.6514546871185303 (1.6713518390850142) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.901611328125 (27.42215498500567) | > grad_norm_1: tensor(376.9344, device='cuda:0') (tensor(364.0217, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8389 (0.8494141206636534) | > loader_time: 0.0096 (0.009886938511296007)  --> TIME: 2025-05-11 03:45:38 -- STEP: 687/725 -- GLOBAL_STEP: 301750 | > loss_disc: 2.2502048015594482 (2.2054896778067845) | > loss_disc_real_0: 0.12815749645233154 (0.13813482808407426) | > loss_disc_real_1: 0.19600993394851685 (0.19119004506124349) | > loss_disc_real_2: 0.2306935042142868 (0.18832534401958156) | > loss_disc_real_3: 0.20483475923538208 (0.20498560152112838) | > loss_disc_real_4: 0.1896326243877411 (0.19552792899386512) | > loss_disc_real_5: 0.1881343573331833 (0.20751949487554983) | > loss_0: 2.2502048015594482 (2.2054896778067845) | > grad_norm_0: tensor(10.1431, device='cuda:0') (tensor(19.7384, device='cuda:0')) | > loss_gen: 2.818352460861206 (2.7636714103093483) | > loss_kl: 1.6102616786956787 (1.721372712994594) | > loss_feat: 8.498676300048828 (8.25313956595232) | > loss_mel: 13.039820671081543 (13.03287417121675) | > loss_duration: 1.6721304655075073 (1.671026657936007) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.639240264892578 (27.44208459423793) | > grad_norm_1: tensor(292.6293, device='cuda:0') (tensor(365.1932, device='cuda:0')) | > current_lr_0: 0.00019139026512678941 | > current_lr_1: 0.00019139026512678941 | > step_time: 0.8708 (0.8489323196799821) | > loader_time: 0.0099 (0.009887243115398733)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1982717514038086 (2.1982717514038086) | > loss_disc_real_0: 0.13402946293354034 (0.13402946293354034) | > loss_disc_real_1: 0.1896926760673523 (0.1896926760673523) | > loss_disc_real_2: 0.21255551278591156 (0.21255551278591156) | > loss_disc_real_3: 0.19070270657539368 (0.19070270657539368) | > loss_disc_real_4: 0.21904356777668 (0.21904356777668) | > loss_disc_real_5: 0.2749687731266022 (0.2749687731266022) | > loss_0: 2.1982717514038086 (2.1982717514038086) | > loss_gen: 2.8311712741851807 (2.8311712741851807) | > loss_kl: 2.1372804641723633 (2.1372804641723633) | > loss_feat: 9.233972549438477 (9.233972549438477) | > loss_mel: 14.551623344421387 (14.551623344421387) | > loss_duration: 1.7000982761383057 (1.7000982761383057) | > loss_1: 30.454145431518555 (30.454145431518555)  --> STEP: 1 | > loss_disc: 2.2241222858428955 (2.2241222858428955) | > loss_disc_real_0: 0.1102614775300026 (0.1102614775300026) | > loss_disc_real_1: 0.18888303637504578 (0.18888303637504578) | > loss_disc_real_2: 0.2351323366165161 (0.2351323366165161) | > loss_disc_real_3: 0.20578935742378235 (0.20578935742378235) | > loss_disc_real_4: 0.20740929245948792 (0.20740929245948792) | > loss_disc_real_5: 0.2350577414035797 (0.2350577414035797) | > loss_0: 2.2241222858428955 (2.2241222858428955) | > loss_gen: 2.712440013885498 (2.712440013885498) | > loss_kl: 2.064507484436035 (2.064507484436035) | > loss_feat: 8.79639720916748 (8.79639720916748) | > loss_mel: 15.456673622131348 (15.456673622131348) | > loss_duration: 1.8205831050872803 (1.8205831050872803) | > loss_1: 30.850601196289062 (30.850601196289062)  --> STEP: 2 | > loss_disc: 2.227984666824341 (2.226053476333618) | > loss_disc_real_0: 0.12065216153860092 (0.11545681953430176) | > loss_disc_real_1: 0.18443697690963745 (0.1866600066423416) | > loss_disc_real_2: 0.22239303588867188 (0.228762686252594) | > loss_disc_real_3: 0.19378596544265747 (0.1997876614332199) | > loss_disc_real_4: 0.1955319344997406 (0.20147061347961426) | > loss_disc_real_5: 0.21600867807865143 (0.22553320974111557) | > loss_0: 2.227984666824341 (2.226053476333618) | > loss_gen: 2.5820791721343994 (2.6472595930099487) | > loss_kl: 2.0403733253479004 (2.0524404048919678) | > loss_feat: 8.459142684936523 (8.627769947052002) | > loss_mel: 14.388928413391113 (14.92280101776123) | > loss_duration: 1.8542319536209106 (1.8374075293540955) | > loss_1: 29.32475471496582 (30.08767795562744)  --> STEP: 3 | > loss_disc: 2.315107822418213 (2.2557382583618164) | > loss_disc_real_0: 0.1305246204137802 (0.12047941982746124) | > loss_disc_real_1: 0.1982847899198532 (0.19053493440151215) | > loss_disc_real_2: 0.23233725130558014 (0.2299542079369227) | > loss_disc_real_3: 0.2041369527578354 (0.20123742520809174) | > loss_disc_real_4: 0.19476522505283356 (0.1992354840040207) | > loss_disc_real_5: 0.23869380354881287 (0.22992007434368134) | > loss_0: 2.315107822418213 (2.2557382583618164) | > loss_gen: 2.5317089557647705 (2.6087427139282227) | > loss_kl: 1.9654394388198853 (2.0234400828679404) | > loss_feat: 7.394687175750732 (8.216742356618246) | > loss_mel: 12.351409912109375 (14.065670649210611) | > loss_duration: 1.8353924751281738 (1.8367358446121216) | > loss_1: 26.078638076782227 (28.751331329345703)  --> STEP: 4 | > loss_disc: 2.33518123626709 (2.2755990028381348) | > loss_disc_real_0: 0.14363449811935425 (0.1262681894004345) | > loss_disc_real_1: 0.2036532759666443 (0.19381451979279518) | > loss_disc_real_2: 0.21788176894187927 (0.22693609818816185) | > loss_disc_real_3: 0.17622272670269012 (0.19498375058174133) | > loss_disc_real_4: 0.22129440307617188 (0.2047502137720585) | > loss_disc_real_5: 0.3043568730354309 (0.24852927401661873) | > loss_0: 2.33518123626709 (2.2755990028381348) | > loss_gen: 2.5526602268218994 (2.594722092151642) | > loss_kl: 1.7215293645858765 (1.9479624032974243) | > loss_feat: 7.775292873382568 (8.106379985809326) | > loss_mel: 12.666921615600586 (13.715983390808105) | > loss_duration: 1.7916587591171265 (1.8254665732383728) | > loss_1: 26.5080623626709 (28.190514087677002) --> EVAL PERFORMANCE | > avg_loader_time: 0.2781546711921692 (-0.0032528042793273926) | > avg_loss_disc: 2.2755990028381348 (-0.05980640649795532) | > avg_loss_disc_real_0: 0.1262681894004345 (-0.021389901638031006) | > avg_loss_disc_real_1: 0.19381451979279518 (+0.03038383647799492) | > avg_loss_disc_real_2: 0.22693609818816185 (-0.0007751099765300751) | > avg_loss_disc_real_3: 0.19498375058174133 (-0.035683147609233856) | > avg_loss_disc_real_4: 0.2047502137720585 (-0.023318782448768616) | > avg_loss_disc_real_5: 0.24852927401661873 (-0.0274689681828022) | > avg_loss_0: 2.2755990028381348 (-0.05980640649795532) | > avg_loss_gen: 2.594722092151642 (-0.01806640625) | > avg_loss_kl: 1.9479624032974243 (-0.09631240367889404) | > avg_loss_feat: 8.106379985809326 (+0.22452199459075928) | > avg_loss_mel: 13.715983390808105 (-0.07901644706726074) | > avg_loss_duration: 1.8254665732383728 (+0.010051250457763672) | > avg_loss_1: 28.190514087677002 (+0.041176795959472656)  > EPOCH: 353/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 03:46:18)   --> TIME: 2025-05-11 03:46:30 -- STEP: 12/725 -- GLOBAL_STEP: 301800 | > loss_disc: 2.2920286655426025 (2.2319962779680886) | > loss_disc_real_0: 0.14737722277641296 (0.139902097483476) | > loss_disc_real_1: 0.21989916265010834 (0.1976613886654377) | > loss_disc_real_2: 0.19796597957611084 (0.19110095128417015) | > loss_disc_real_3: 0.2062206268310547 (0.20600083097815514) | > loss_disc_real_4: 0.20937056839466095 (0.19512165958682695) | > loss_disc_real_5: 0.18616893887519836 (0.19995447372396788) | > loss_0: 2.2920286655426025 (2.2319962779680886) | > grad_norm_0: tensor(16.7858, device='cuda:0') (tensor(20.5294, device='cuda:0')) | > loss_gen: 2.6270949840545654 (2.7115052541097007) | > loss_kl: 1.9011132717132568 (1.7566026250521343) | > loss_feat: 7.481050491333008 (7.86291229724884) | > loss_mel: 11.78866958618164 (12.380868673324585) | > loss_duration: 1.6906535625457764 (1.6677475968996684) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.48858070373535 (26.37963644663493) | > grad_norm_1: tensor(281.5605, device='cuda:0') (tensor(371.0739, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8407 (0.8378502329190572) | > loader_time: 0.009 (0.010127961635589598)  --> TIME: 2025-05-11 03:47:13 -- STEP: 62/725 -- GLOBAL_STEP: 301850 | > loss_disc: 2.24392032623291 (2.205311717525606) | > loss_disc_real_0: 0.1256115436553955 (0.13513612639038797) | > loss_disc_real_1: 0.216207817196846 (0.19211666165821017) | > loss_disc_real_2: 0.18920746445655823 (0.18863789400746744) | > loss_disc_real_3: 0.2260236293077469 (0.20622494215926818) | > loss_disc_real_4: 0.20718856155872345 (0.1970951011584651) | > loss_disc_real_5: 0.22521282732486725 (0.20532197817679373) | > loss_0: 2.24392032623291 (2.205311717525606) | > grad_norm_0: tensor(25.6590, device='cuda:0') (tensor(21.6144, device='cuda:0')) | > loss_gen: 2.714766502380371 (2.7663581486671203) | > loss_kl: 1.5822418928146362 (1.7700014806562854) | > loss_feat: 7.511532306671143 (8.179204510104276) | > loss_mel: 12.687234878540039 (12.881223878552836) | > loss_duration: 1.7064604759216309 (1.6685756002703018) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.202238082885742 (27.265363508655177) | > grad_norm_1: tensor(476.3682, device='cuda:0') (tensor(429.8044, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8507 (0.8505577964167441) | > loader_time: 0.0097 (0.00993338323408557)  --> TIME: 2025-05-11 03:47:57 -- STEP: 112/725 -- GLOBAL_STEP: 301900 | > loss_disc: 2.1872775554656982 (2.209567810807909) | > loss_disc_real_0: 0.20972348749637604 (0.13718829463635168) | > loss_disc_real_1: 0.19486118853092194 (0.19192078643079316) | > loss_disc_real_2: 0.16762949526309967 (0.19030205958655902) | > loss_disc_real_3: 0.18702495098114014 (0.20543585757591892) | > loss_disc_real_4: 0.18521882593631744 (0.19704066549560847) | > loss_disc_real_5: 0.22832855582237244 (0.2058566091582179) | > loss_0: 2.1872775554656982 (2.209567810807909) | > grad_norm_0: tensor(41.3713, device='cuda:0') (tensor(21.9489, device='cuda:0')) | > loss_gen: 2.763787269592285 (2.757771924138069) | > loss_kl: 1.5416139364242554 (1.7609877224479402) | > loss_feat: 9.003328323364258 (8.167994286332814) | > loss_mel: 14.081830978393555 (12.867247223854065) | > loss_duration: 1.6535791158676147 (1.6727694858397757) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.044139862060547 (27.226770588329856) | > grad_norm_1: tensor(589.7332, device='cuda:0') (tensor(424.2131, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8318 (0.8524566122463771) | > loader_time: 0.0093 (0.009903511830738612)  --> TIME: 2025-05-11 03:48:40 -- STEP: 162/725 -- GLOBAL_STEP: 301950 | > loss_disc: 2.125654697418213 (2.210885716073308) | > loss_disc_real_0: 0.1245197057723999 (0.13701343849117376) | > loss_disc_real_1: 0.17090551555156708 (0.19137082828415766) | > loss_disc_real_2: 0.18055590987205505 (0.1905981890949202) | > loss_disc_real_3: 0.19419783353805542 (0.2053770881928044) | > loss_disc_real_4: 0.19663503766059875 (0.1969338403439816) | > loss_disc_real_5: 0.2280583381652832 (0.20717600898610222) | > loss_0: 2.125654697418213 (2.210885716073308) | > grad_norm_0: tensor(16.7271, device='cuda:0') (tensor(19.9746, device='cuda:0')) | > loss_gen: 2.7097208499908447 (2.751013200960042) | > loss_kl: 1.7813408374786377 (1.7591495903921717) | > loss_feat: 8.987711906433105 (8.170398653289425) | > loss_mel: 13.628992080688477 (12.871555187084057) | > loss_duration: 1.6197736263275146 (1.6734986783545693) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.7275390625 (27.22561528947619) | > grad_norm_1: tensor(195.3616, device='cuda:0') (tensor(387.9797, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8402 (0.8504033765675111) | > loader_time: 0.0108 (0.009804108996450159)  --> TIME: 2025-05-11 03:49:23 -- STEP: 212/725 -- GLOBAL_STEP: 302000 | > loss_disc: 2.283318042755127 (2.210118325251454) | > loss_disc_real_0: 0.18141576647758484 (0.1377083848950998) | > loss_disc_real_1: 0.2053108513355255 (0.19148094874789134) | > loss_disc_real_2: 0.20323918759822845 (0.19060636058730898) | > loss_disc_real_3: 0.2201460897922516 (0.20524174333462178) | > loss_disc_real_4: 0.18468435108661652 (0.19614225731424564) | > loss_disc_real_5: 0.20902155339717865 (0.20718691406666107) | > loss_0: 2.283318042755127 (2.210118325251454) | > grad_norm_0: tensor(25.5904, device='cuda:0') (tensor(20.0949, device='cuda:0')) | > loss_gen: 2.620565414428711 (2.7573087271654377) | > loss_kl: 1.6632224321365356 (1.7515983823335395) | > loss_feat: 7.640710830688477 (8.212709986938625) | > loss_mel: 12.660714149475098 (12.931877851486206) | > loss_duration: 1.6689176559448242 (1.6741933237831548) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.254131317138672 (27.327688271144655) | > grad_norm_1: tensor(636.7188, device='cuda:0') (tensor(384.5102, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8518 (0.8504243616787894) | > loader_time: 0.0104 (0.009869328084981662) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_302000.pth  --> TIME: 2025-05-11 03:50:09 -- STEP: 262/725 -- GLOBAL_STEP: 302050 | > loss_disc: 2.175543785095215 (2.2149301758249305) | > loss_disc_real_0: 0.12959620356559753 (0.13845064095754653) | > loss_disc_real_1: 0.20791733264923096 (0.1921243557265697) | > loss_disc_real_2: 0.1652316004037857 (0.1909248269241275) | > loss_disc_real_3: 0.18700993061065674 (0.20538376152287915) | > loss_disc_real_4: 0.2123534232378006 (0.19636746302588295) | > loss_disc_real_5: 0.19332775473594666 (0.20698806069051948) | > loss_0: 2.175543785095215 (2.2149301758249305) | > grad_norm_0: tensor(10.5010, device='cuda:0') (tensor(20.5689, device='cuda:0')) | > loss_gen: 2.827394723892212 (2.7559915116725073) | > loss_kl: 1.6204228401184082 (1.7456453610922544) | > loss_feat: 8.600568771362305 (8.203947265639563) | > loss_mel: 13.41840934753418 (12.932570122580492) | > loss_duration: 1.669424295425415 (1.6746408366064989) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.136219024658203 (27.312795056641562) | > grad_norm_1: tensor(542.0369, device='cuda:0') (tensor(392.1752, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8859 (0.8514016457186402) | > loader_time: 0.0105 (0.009844724458592535)  --> TIME: 2025-05-11 03:50:52 -- STEP: 312/725 -- GLOBAL_STEP: 302100 | > loss_disc: 2.1248652935028076 (2.212425966675467) | > loss_disc_real_0: 0.10570061951875687 (0.13822299843797314) | > loss_disc_real_1: 0.18298515677452087 (0.19193234590765765) | > loss_disc_real_2: 0.1570691168308258 (0.19038666889835623) | > loss_disc_real_3: 0.16789531707763672 (0.20506455443608462) | > loss_disc_real_4: 0.15750442445278168 (0.19608460548214424) | > loss_disc_real_5: 0.2194036841392517 (0.20706368643694964) | > loss_0: 2.1248652935028076 (2.212425966675467) | > grad_norm_0: tensor(14.0632, device='cuda:0') (tensor(20.2145, device='cuda:0')) | > loss_gen: 2.6828644275665283 (2.7547567800069452) | > loss_kl: 1.6374293565750122 (1.736282725746815) | > loss_feat: 8.145895957946777 (8.206148616778549) | > loss_mel: 13.21604061126709 (12.941357270265238) | > loss_duration: 1.6714036464691162 (1.6740977771771253) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.353635787963867 (27.31264314284692) | > grad_norm_1: tensor(442.9468, device='cuda:0') (tensor(385.5066, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.84 (0.8509419529865954) | > loader_time: 0.0096 (0.009850835953003319)  --> TIME: 2025-05-11 03:51:36 -- STEP: 362/725 -- GLOBAL_STEP: 302150 | > loss_disc: 2.0767922401428223 (2.2113655719967835) | > loss_disc_real_0: 0.09249339997768402 (0.13817293147520474) | > loss_disc_real_1: 0.14079785346984863 (0.19155789059664013) | > loss_disc_real_2: 0.18852970004081726 (0.19032175390265915) | > loss_disc_real_3: 0.22037184238433838 (0.20531621781172682) | > loss_disc_real_4: 0.16288843750953674 (0.19599769696675612) | > loss_disc_real_5: 0.19157999753952026 (0.20700973297021666) | > loss_0: 2.0767922401428223 (2.2113655719967835) | > grad_norm_0: tensor(12.8895, device='cuda:0') (tensor(20.3157, device='cuda:0')) | > loss_gen: 2.908730983734131 (2.75373187578844) | > loss_kl: 1.8401540517807007 (1.7307541498821744) | > loss_feat: 9.357473373413086 (8.20799274734372) | > loss_mel: 14.205589294433594 (12.941432665724781) | > loss_duration: 1.620579719543457 (1.6731487706879877) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.93252944946289 (27.30706021535463) | > grad_norm_1: tensor(214.4646, device='cuda:0') (tensor(386.6287, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8613 (0.851487450836772) | > loader_time: 0.0099 (0.009827428101176058)  --> TIME: 2025-05-11 03:52:19 -- STEP: 412/725 -- GLOBAL_STEP: 302200 | > loss_disc: 2.2907376289367676 (2.210279872695218) | > loss_disc_real_0: 0.1289326697587967 (0.1383686912725273) | > loss_disc_real_1: 0.21251991391181946 (0.1914862656549922) | > loss_disc_real_2: 0.2263304591178894 (0.18985391028442422) | > loss_disc_real_3: 0.23190636932849884 (0.2053184720136009) | > loss_disc_real_4: 0.21508832275867462 (0.19590874963883056) | > loss_disc_real_5: 0.20277060568332672 (0.20682646467992402) | > loss_0: 2.2907376289367676 (2.210279872695218) | > grad_norm_0: tensor(23.8021, device='cuda:0') (tensor(20.6534, device='cuda:0')) | > loss_gen: 2.6170406341552734 (2.7538821494695043) | > loss_kl: 1.83121657371521 (1.7302896180777874) | > loss_feat: 7.778585433959961 (8.197784727059533) | > loss_mel: 12.66303825378418 (12.92441930817169) | > loss_duration: 1.6858911514282227 (1.6732680499553676) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.57577133178711 (27.279643845789646) | > grad_norm_1: tensor(362.8321, device='cuda:0') (tensor(388.4938, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8521 (0.851353146497486) | > loader_time: 0.0097 (0.009827411290511335)  --> TIME: 2025-05-11 03:53:02 -- STEP: 462/725 -- GLOBAL_STEP: 302250 | > loss_disc: 2.1875877380371094 (2.2097204371448202) | > loss_disc_real_0: 0.14209093153476715 (0.13788720318700837) | > loss_disc_real_1: 0.179151713848114 (0.19138829068188035) | > loss_disc_real_2: 0.16977933049201965 (0.18970110354485445) | > loss_disc_real_3: 0.2298976331949234 (0.20513267218421555) | > loss_disc_real_4: 0.2028888761997223 (0.19600150792242646) | > loss_disc_real_5: 0.19698600471019745 (0.20728482931723327) | > loss_0: 2.1875877380371094 (2.2097204371448202) | > grad_norm_0: tensor(20.0270, device='cuda:0') (tensor(20.4562, device='cuda:0')) | > loss_gen: 2.7527847290039062 (2.7542959131719735) | > loss_kl: 1.5517820119857788 (1.7314157769793557) | > loss_feat: 7.681110858917236 (8.20428194008866) | > loss_mel: 12.831443786621094 (12.946335873046479) | > loss_duration: 1.6972312927246094 (1.6728503461524) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.514352798461914 (27.30917983034473) | > grad_norm_1: tensor(423.3605, device='cuda:0') (tensor(388.2303, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.7917 (0.8507353051916348) | > loader_time: 0.0098 (0.009859182101823544)  --> TIME: 2025-05-11 03:53:45 -- STEP: 512/725 -- GLOBAL_STEP: 302300 | > loss_disc: 2.2224693298339844 (2.2108255880884826) | > loss_disc_real_0: 0.18384245038032532 (0.13795403619587882) | > loss_disc_real_1: 0.15578609704971313 (0.19146962833474396) | > loss_disc_real_2: 0.1804795265197754 (0.19000127550680185) | > loss_disc_real_3: 0.17403694987297058 (0.2051346726948396) | > loss_disc_real_4: 0.17330831289291382 (0.19612970907473937) | > loss_disc_real_5: 0.19665008783340454 (0.2072301971493289) | > loss_0: 2.2224693298339844 (2.2108255880884826) | > grad_norm_0: tensor(28.3800, device='cuda:0') (tensor(20.4316, device='cuda:0')) | > loss_gen: 2.737152338027954 (2.7545812288299194) | > loss_kl: 1.88280189037323 (1.7287890168372542) | > loss_feat: 7.42766809463501 (8.200007641688003) | > loss_mel: 12.887110710144043 (12.970113139599562) | > loss_duration: 1.6308120489120483 (1.6731627527624364) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.56554412841797 (27.32665376737714) | > grad_norm_1: tensor(369.4336, device='cuda:0') (tensor(388.6003, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8502 (0.8503424418158831) | > loader_time: 0.0101 (0.009885488077998154)  --> TIME: 2025-05-11 03:54:28 -- STEP: 562/725 -- GLOBAL_STEP: 302350 | > loss_disc: 2.217118501663208 (2.210105996963392) | > loss_disc_real_0: 0.199973925948143 (0.13805286835521144) | > loss_disc_real_1: 0.18590392172336578 (0.19132246493338695) | > loss_disc_real_2: 0.17169024050235748 (0.18966366986999308) | > loss_disc_real_3: 0.20016972720623016 (0.20513705506231436) | > loss_disc_real_4: 0.19355595111846924 (0.19611632961819603) | > loss_disc_real_5: 0.18692392110824585 (0.20730600752652328) | > loss_0: 2.217118501663208 (2.210105996963392) | > grad_norm_0: tensor(29.1772, device='cuda:0') (tensor(20.6674, device='cuda:0')) | > loss_gen: 2.804292678833008 (2.7573369049941086) | > loss_kl: 1.7049578428268433 (1.7265213293112893) | > loss_feat: 7.737676620483398 (8.210281292314644) | > loss_mel: 12.553610801696777 (12.974663308506761) | > loss_duration: 1.6352100372314453 (1.672967870040296) | > amp_scaler: 256.0 (259.644128113879) | > loss_1: 26.435749053955078 (27.341770718530405) | > grad_norm_1: tensor(189.6797, device='cuda:0') (tensor(391.1252, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.9019 (0.8496561932818321) | > loader_time: 0.0101 (0.009909365100792716)  --> TIME: 2025-05-11 03:55:11 -- STEP: 612/725 -- GLOBAL_STEP: 302400 | > loss_disc: 2.2492380142211914 (2.211595333479587) | > loss_disc_real_0: 0.10221096128225327 (0.1387310797604276) | > loss_disc_real_1: 0.18716546893119812 (0.1913337182326644) | > loss_disc_real_2: 0.1994684636592865 (0.18968585788521888) | > loss_disc_real_3: 0.19225168228149414 (0.2052072502088313) | > loss_disc_real_4: 0.23026610910892487 (0.1962452237220372) | > loss_disc_real_5: 0.16922692954540253 (0.20733155205456255) | > loss_0: 2.2492380142211914 (2.211595333479587) | > grad_norm_0: tensor(21.3650, device='cuda:0') (tensor(20.9573, device='cuda:0')) | > loss_gen: 2.5585598945617676 (2.7560899721251584) | > loss_kl: 1.724324107170105 (1.7253171156824025) | > loss_feat: 7.581596374511719 (8.203007783765116) | > loss_mel: 12.231346130371094 (12.968716775669773) | > loss_duration: 1.6002888679504395 (1.672418406975814) | > amp_scaler: 256.0 (259.34640522875816) | > loss_1: 25.69611358642578 (27.325550038830134) | > grad_norm_1: tensor(469.4757, device='cuda:0') (tensor(393.7415, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8213 (0.8505435406772138) | > loader_time: 0.009 (0.009947615511277142)  --> TIME: 2025-05-11 03:55:54 -- STEP: 662/725 -- GLOBAL_STEP: 302450 | > loss_disc: 2.205038070678711 (2.211629850626713) | > loss_disc_real_0: 0.1019279733300209 (0.13881220487354384) | > loss_disc_real_1: 0.17272451519966125 (0.1914237411045596) | > loss_disc_real_2: 0.17850199341773987 (0.18955075821847714) | > loss_disc_real_3: 0.20017410814762115 (0.20524671937133607) | > loss_disc_real_4: 0.16286620497703552 (0.19613652611066928) | > loss_disc_real_5: 0.2045184224843979 (0.20760826172245228) | > loss_0: 2.205038070678711 (2.211629850626713) | > grad_norm_0: tensor(16.2068, device='cuda:0') (tensor(20.8013, device='cuda:0')) | > loss_gen: 2.6071078777313232 (2.75434584127812) | > loss_kl: 1.7358735799789429 (1.7232776611953344) | > loss_feat: 8.6959810256958 (8.199149746909242) | > loss_mel: 14.159725189208984 (12.966966531067817) | > loss_duration: 1.70034921169281 (1.6730050228513613) | > amp_scaler: 256.0 (259.09365558912395) | > loss_1: 28.899036407470703 (27.316744795738757) | > grad_norm_1: tensor(454.5778, device='cuda:0') (tensor(390.4710, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.87 (0.8499591563043276) | > loader_time: 0.0102 (0.009961218992388858)  --> TIME: 2025-05-11 03:56:38 -- STEP: 712/725 -- GLOBAL_STEP: 302500 | > loss_disc: 2.009185314178467 (2.2112826800413354) | > loss_disc_real_0: 0.10293883085250854 (0.13861282081918777) | > loss_disc_real_1: 0.17418335378170013 (0.191336983375335) | > loss_disc_real_2: 0.18074902892112732 (0.18952988757846057) | > loss_disc_real_3: 0.2156049609184265 (0.20536204611652348) | > loss_disc_real_4: 0.17596803605556488 (0.1961003757510962) | > loss_disc_real_5: 0.19067583978176117 (0.20764053422497225) | > loss_0: 2.009185314178467 (2.2112826800413354) | > grad_norm_0: tensor(11.7863, device='cuda:0') (tensor(20.7288, device='cuda:0')) | > loss_gen: 3.050976514816284 (2.755641650952647) | > loss_kl: 1.6763776540756226 (1.7238828812757234) | > loss_feat: 9.445537567138672 (8.203967432627515) | > loss_mel: 14.850630760192871 (12.978948255603234) | > loss_duration: 1.685444951057434 (1.6727218910884316) | > amp_scaler: 256.0 (258.8764044943821) | > loss_1: 30.708967208862305 (27.33516211188242) | > grad_norm_1: tensor(242.0649, device='cuda:0') (tensor(388.6155, device='cuda:0')) | > current_lr_0: 0.00019136634134364855 | > current_lr_1: 0.00019136634134364855 | > step_time: 0.8206 (0.8500504051701405) | > loader_time: 0.0101 (0.009998691885658861)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.327350378036499 (2.327350378036499) | > loss_disc_real_0: 0.14660799503326416 (0.14660799503326416) | > loss_disc_real_1: 0.14092965424060822 (0.14092965424060822) | > loss_disc_real_2: 0.19521872699260712 (0.19521872699260712) | > loss_disc_real_3: 0.1760188788175583 (0.1760188788175583) | > loss_disc_real_4: 0.20491786301136017 (0.20491786301136017) | > loss_disc_real_5: 0.22281137108802795 (0.22281137108802795) | > loss_0: 2.327350378036499 (2.327350378036499) | > loss_gen: 2.364243268966675 (2.364243268966675) | > loss_kl: 2.1275975704193115 (2.1275975704193115) | > loss_feat: 8.230195999145508 (8.230195999145508) | > loss_mel: 14.018118858337402 (14.018118858337402) | > loss_duration: 1.7042402029037476 (1.7042402029037476) | > loss_1: 28.444395065307617 (28.444395065307617)  --> STEP: 1 | > loss_disc: 2.2695400714874268 (2.2695400714874268) | > loss_disc_real_0: 0.13385479152202606 (0.13385479152202606) | > loss_disc_real_1: 0.1391320675611496 (0.1391320675611496) | > loss_disc_real_2: 0.20892810821533203 (0.20892810821533203) | > loss_disc_real_3: 0.1454809606075287 (0.1454809606075287) | > loss_disc_real_4: 0.201343834400177 (0.201343834400177) | > loss_disc_real_5: 0.194890558719635 (0.194890558719635) | > loss_0: 2.2695400714874268 (2.2695400714874268) | > loss_gen: 2.4049408435821533 (2.4049408435821533) | > loss_kl: 2.242823600769043 (2.242823600769043) | > loss_feat: 8.413223266601562 (8.413223266601562) | > loss_mel: 14.081656455993652 (14.081656455993652) | > loss_duration: 1.7958660125732422 (1.7958660125732422) | > loss_1: 28.93851089477539 (28.93851089477539)  --> STEP: 2 | > loss_disc: 2.3960447311401367 (2.3327924013137817) | > loss_disc_real_0: 0.1510881632566452 (0.14247147738933563) | > loss_disc_real_1: 0.14390040934085846 (0.14151623845100403) | > loss_disc_real_2: 0.21146085858345032 (0.21019448339939117) | > loss_disc_real_3: 0.1807161122560501 (0.1630985364317894) | > loss_disc_real_4: 0.20175720751285553 (0.20155052095651627) | > loss_disc_real_5: 0.22998479008674622 (0.2124376744031906) | > loss_0: 2.3960447311401367 (2.3327924013137817) | > loss_gen: 2.282738208770752 (2.3438395261764526) | > loss_kl: 1.9786478281021118 (2.1107357144355774) | > loss_feat: 7.143610000610352 (7.778416633605957) | > loss_mel: 13.215991020202637 (13.648823738098145) | > loss_duration: 1.86313796043396 (1.829501986503601) | > loss_1: 26.4841251373291 (27.711318016052246)  --> STEP: 3 | > loss_disc: 2.343214988708496 (2.33626659711202) | > loss_disc_real_0: 0.13697415590286255 (0.1406390368938446) | > loss_disc_real_1: 0.15238137543201447 (0.1451379507780075) | > loss_disc_real_2: 0.18711470067501068 (0.20250122249126434) | > loss_disc_real_3: 0.17463567852973938 (0.1669442504644394) | > loss_disc_real_4: 0.19084371626377106 (0.19798158605893454) | > loss_disc_real_5: 0.20912502706050873 (0.21133345862229666) | > loss_0: 2.343214988708496 (2.33626659711202) | > loss_gen: 2.262568473815918 (2.316749175389608) | > loss_kl: 1.9686212539672852 (2.0633642276128135) | > loss_feat: 7.464346885681152 (7.673726717631022) | > loss_mel: 13.364171028137207 (13.553939501444498) | > loss_duration: 1.8125207424163818 (1.8238415718078613) | > loss_1: 26.872228622436523 (27.431621551513672)  --> STEP: 4 | > loss_disc: 2.392251491546631 (2.3502628207206726) | > loss_disc_real_0: 0.15696373581886292 (0.14472021162509918) | > loss_disc_real_1: 0.16030889749526978 (0.14893068745732307) | > loss_disc_real_2: 0.19203992187976837 (0.19988589733839035) | > loss_disc_real_3: 0.16260114312171936 (0.16585847362875938) | > loss_disc_real_4: 0.20406948029994965 (0.1995035596191883) | > loss_disc_real_5: 0.20546652376651764 (0.2098667249083519) | > loss_0: 2.392251491546631 (2.3502628207206726) | > loss_gen: 2.189483404159546 (2.2849327325820923) | > loss_kl: 1.979420781135559 (2.0423783659934998) | > loss_feat: 7.02897310256958 (7.512538313865662) | > loss_mel: 12.464874267578125 (13.281673192977905) | > loss_duration: 1.7631789445877075 (1.8086759150028229) | > loss_1: 25.425931930541992 (26.930199146270752) --> EVAL PERFORMANCE | > avg_loader_time: 0.2781747579574585 (+2.008676528930664e-05) | > avg_loss_disc: 2.3502628207206726 (+0.07466381788253784) | > avg_loss_disc_real_0: 0.14472021162509918 (+0.018452022224664688) | > avg_loss_disc_real_1: 0.14893068745732307 (-0.04488383233547211) | > avg_loss_disc_real_2: 0.19988589733839035 (-0.0270502008497715) | > avg_loss_disc_real_3: 0.16585847362875938 (-0.02912527695298195) | > avg_loss_disc_real_4: 0.1995035596191883 (-0.005246654152870178) | > avg_loss_disc_real_5: 0.2098667249083519 (-0.03866254910826683) | > avg_loss_0: 2.3502628207206726 (+0.07466381788253784) | > avg_loss_gen: 2.2849327325820923 (-0.30978935956954956) | > avg_loss_kl: 2.0423783659934998 (+0.09441596269607544) | > avg_loss_feat: 7.512538313865662 (-0.5938416719436646) | > avg_loss_mel: 13.281673192977905 (-0.4343101978302002) | > avg_loss_duration: 1.8086759150028229 (-0.016790658235549927) | > avg_loss_1: 26.930199146270752 (-1.26031494140625)  > EPOCH: 354/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 03:56:55)   --> TIME: 2025-05-11 03:57:29 -- STEP: 37/725 -- GLOBAL_STEP: 302550 | > loss_disc: 2.2406466007232666 (2.211783402674907) | > loss_disc_real_0: 0.11056755483150482 (0.13680949283612742) | > loss_disc_real_1: 0.1898016333580017 (0.19507523042124672) | > loss_disc_real_2: 0.2036234587430954 (0.18672094393420863) | > loss_disc_real_3: 0.1995980143547058 (0.20340936691374387) | > loss_disc_real_4: 0.20152021944522858 (0.1960260715033557) | > loss_disc_real_5: 0.17483407258987427 (0.21020457349918983) | > loss_0: 2.2406466007232666 (2.211783402674907) | > grad_norm_0: tensor(16.6303, device='cuda:0') (tensor(19.2701, device='cuda:0')) | > loss_gen: 2.6977744102478027 (2.7380061214034623) | > loss_kl: 1.7484947443008423 (1.7491326396529738) | > loss_feat: 8.408199310302734 (8.207757653416815) | > loss_mel: 12.496789932250977 (13.012655232403729) | > loss_duration: 1.6648236513137817 (1.6706969254725688) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.016082763671875 (27.3782488848712) | > grad_norm_1: tensor(340.1170, device='cuda:0') (tensor(379.0305, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8478 (0.852226109118075) | > loader_time: 0.0098 (0.00990570558084024)  --> TIME: 2025-05-11 03:58:12 -- STEP: 87/725 -- GLOBAL_STEP: 302600 | > loss_disc: 2.1942524909973145 (2.2061256841681467) | > loss_disc_real_0: 0.11714281886816025 (0.13735377266146664) | > loss_disc_real_1: 0.1681671440601349 (0.19152529880233193) | > loss_disc_real_2: 0.17131750285625458 (0.1880835776013889) | > loss_disc_real_3: 0.19949504733085632 (0.20507188346879232) | > loss_disc_real_4: 0.18519273400306702 (0.1960932026649344) | > loss_disc_real_5: 0.1948910802602768 (0.20949208736419678) | > loss_0: 2.1942524909973145 (2.2061256841681467) | > grad_norm_0: tensor(32.8821, device='cuda:0') (tensor(19.5928, device='cuda:0')) | > loss_gen: 2.6605677604675293 (2.7622017750794856) | > loss_kl: 1.6219017505645752 (1.715529550081012) | > loss_feat: 8.245189666748047 (8.247235922977838) | > loss_mel: 13.220192909240723 (13.077693467852713) | > loss_duration: 1.650749683380127 (1.6710093432459339) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.398601531982422 (27.47367006060721) | > grad_norm_1: tensor(502.3047, device='cuda:0') (tensor(381.9689, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8295 (0.8501418705644279) | > loader_time: 0.0104 (0.009910586236537188)  --> TIME: 2025-05-11 03:58:55 -- STEP: 137/725 -- GLOBAL_STEP: 302650 | > loss_disc: 2.147421360015869 (2.2046428614289213) | > loss_disc_real_0: 0.098154217004776 (0.13747769251574565) | > loss_disc_real_1: 0.220579594373703 (0.1908358727058355) | > loss_disc_real_2: 0.1786748319864273 (0.18784277119340687) | > loss_disc_real_3: 0.21260909736156464 (0.20447908613803611) | > loss_disc_real_4: 0.19123069941997528 (0.19579779786350085) | > loss_disc_real_5: 0.21154342591762543 (0.2077525389673066) | > loss_0: 2.147421360015869 (2.2046428614289213) | > grad_norm_0: tensor(13.3316, device='cuda:0') (tensor(19.7487, device='cuda:0')) | > loss_gen: 2.8488738536834717 (2.7616928737529003) | > loss_kl: 1.5894876718521118 (1.7150950936505394) | > loss_feat: 8.306835174560547 (8.239576475463641) | > loss_mel: 13.186782836914062 (13.035496217490984) | > loss_duration: 1.6658227443695068 (1.6728456812183352) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.597803115844727 (27.424706326784005) | > grad_norm_1: tensor(74.0269, device='cuda:0') (tensor(389.8686, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8089 (0.8491119938175173) | > loader_time: 0.0092 (0.009883812744252003)  --> TIME: 2025-05-11 03:59:38 -- STEP: 187/725 -- GLOBAL_STEP: 302700 | > loss_disc: 2.2454192638397217 (2.200973513292117) | > loss_disc_real_0: 0.18943576514720917 (0.13771681431780522) | > loss_disc_real_1: 0.1849672645330429 (0.19045099592145104) | > loss_disc_real_2: 0.1954730898141861 (0.18755451498184605) | > loss_disc_real_3: 0.1881745159626007 (0.20423565223255252) | > loss_disc_real_4: 0.18389061093330383 (0.19577988727207493) | > loss_disc_real_5: 0.188040629029274 (0.20670918833444463) | > loss_0: 2.2454192638397217 (2.200973513292117) | > grad_norm_0: tensor(42.5798, device='cuda:0') (tensor(20.8505, device='cuda:0')) | > loss_gen: 2.7599635124206543 (2.7710035051254027) | > loss_kl: 1.7667725086212158 (1.7205682170582328) | > loss_feat: 8.383642196655273 (8.272029866509255) | > loss_mel: 12.945823669433594 (13.033060767433865) | > loss_duration: 1.685896635055542 (1.6735742863486796) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.542097091674805 (27.47023663036326) | > grad_norm_1: tensor(598.2910, device='cuda:0') (tensor(402.4060, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8576 (0.8481926688535966) | > loader_time: 0.0099 (0.009874100353628555)  --> TIME: 2025-05-11 04:00:22 -- STEP: 237/725 -- GLOBAL_STEP: 302750 | > loss_disc: 2.102604389190674 (2.2004886397832526) | > loss_disc_real_0: 0.12346219271421432 (0.13787683244118704) | > loss_disc_real_1: 0.19638854265213013 (0.19073621343962746) | > loss_disc_real_2: 0.20080044865608215 (0.18786245672511645) | > loss_disc_real_3: 0.2159206122159958 (0.2044196336958478) | > loss_disc_real_4: 0.20622344315052032 (0.1955977370215871) | > loss_disc_real_5: 0.21058641374111176 (0.20578504991933766) | > loss_0: 2.102604389190674 (2.2004886397832526) | > grad_norm_0: tensor(18.3727, device='cuda:0') (tensor(21.0762, device='cuda:0')) | > loss_gen: 3.006314992904663 (2.7744109258370058) | > loss_kl: 1.8637840747833252 (1.7265178352468626) | > loss_feat: 9.026485443115234 (8.286432004679106) | > loss_mel: 13.984063148498535 (13.034554014729048) | > loss_duration: 1.6487246751785278 (1.6733447036662685) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.529373168945312 (27.495259522385737) | > grad_norm_1: tensor(145.6075, device='cuda:0') (tensor(407.7202, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 1.316 (0.8510925528369372) | > loader_time: 0.0092 (0.009904479175680297)  --> TIME: 2025-05-11 04:01:05 -- STEP: 287/725 -- GLOBAL_STEP: 302800 | > loss_disc: 2.3125247955322266 (2.2060188183801084) | > loss_disc_real_0: 0.14338773488998413 (0.1385303795441517) | > loss_disc_real_1: 0.2135913074016571 (0.19096428841248617) | > loss_disc_real_2: 0.19998157024383545 (0.18856440671437283) | > loss_disc_real_3: 0.22822755575180054 (0.20447742539208105) | > loss_disc_real_4: 0.19982658326625824 (0.195960104517405) | > loss_disc_real_5: 0.2382771074771881 (0.2066790735160848) | > loss_0: 2.3125247955322266 (2.2060188183801084) | > grad_norm_0: tensor(23.2660, device='cuda:0') (tensor(20.6561, device='cuda:0')) | > loss_gen: 2.5633647441864014 (2.7632068507762746) | > loss_kl: 1.6989853382110596 (1.71988980612273) | > loss_feat: 6.965085983276367 (8.22146510579445) | > loss_mel: 11.133932113647461 (12.966217147348651) | > loss_duration: 1.680393934249878 (1.6730800314647396) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.04176139831543 (27.343858978058815) | > grad_norm_1: tensor(577.1085, device='cuda:0') (tensor(402.2670, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.81 (0.8500515841440871) | > loader_time: 0.0096 (0.009893079252608562)  --> TIME: 2025-05-11 04:01:48 -- STEP: 337/725 -- GLOBAL_STEP: 302850 | > loss_disc: 2.113903522491455 (2.2103550257244144) | > loss_disc_real_0: 0.11495822668075562 (0.13884221589972065) | > loss_disc_real_1: 0.16333036124706268 (0.19098545394240918) | > loss_disc_real_2: 0.16853207349777222 (0.18914109061662795) | > loss_disc_real_3: 0.2054118514060974 (0.20439260698390635) | > loss_disc_real_4: 0.2028883695602417 (0.19644169053974767) | > loss_disc_real_5: 0.2569241523742676 (0.20707323815596215) | > loss_0: 2.113903522491455 (2.2103550257244144) | > grad_norm_0: tensor(21.4756, device='cuda:0') (tensor(20.7148, device='cuda:0')) | > loss_gen: 2.917175769805908 (2.758677603582956) | > loss_kl: 1.782593846321106 (1.719407924558713) | > loss_feat: 8.437442779541016 (8.183181164172705) | > loss_mel: 13.426201820373535 (12.915595722481479) | > loss_duration: 1.6513094902038574 (1.6721534492000274) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.214723587036133 (27.249015887342505) | > grad_norm_1: tensor(535.6902, device='cuda:0') (tensor(401.6536, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8815 (0.8498621008162682) | > loader_time: 0.0101 (0.009898552201268227)  --> TIME: 2025-05-11 04:02:31 -- STEP: 387/725 -- GLOBAL_STEP: 302900 | > loss_disc: 2.1970114707946777 (2.208685392557187) | > loss_disc_real_0: 0.19358545541763306 (0.13852143973035094) | > loss_disc_real_1: 0.1889270842075348 (0.1907108058763104) | > loss_disc_real_2: 0.16972887516021729 (0.18877205333506406) | > loss_disc_real_3: 0.21755218505859375 (0.20460319411230943) | > loss_disc_real_4: 0.20469683408737183 (0.19619203029676918) | > loss_disc_real_5: 0.22672586143016815 (0.20744961638783305) | > loss_0: 2.1970114707946777 (2.208685392557187) | > grad_norm_0: tensor(23.2957, device='cuda:0') (tensor(20.4462, device='cuda:0')) | > loss_gen: 2.8365516662597656 (2.759561937908798) | > loss_kl: 1.80415940284729 (1.7240977336577974) | > loss_feat: 8.130376815795898 (8.200834715397159) | > loss_mel: 12.711380004882812 (12.960548275200898) | > loss_duration: 1.7355232238769531 (1.6724032533261204) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.21799087524414 (27.317445902861365) | > grad_norm_1: tensor(462.8182, device='cuda:0') (tensor(397.2879, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8557 (0.8503424018544437) | > loader_time: 0.0106 (0.009892731673957765)  --> TIME: 2025-05-11 04:03:15 -- STEP: 437/725 -- GLOBAL_STEP: 302950 | > loss_disc: 2.139643907546997 (2.20956332405317) | > loss_disc_real_0: 0.09686145186424255 (0.13848856186975883) | > loss_disc_real_1: 0.1936870664358139 (0.19067691791657718) | > loss_disc_real_2: 0.1986410766839981 (0.18878039120945825) | > loss_disc_real_3: 0.2026408165693283 (0.20522853561615229) | > loss_disc_real_4: 0.17041635513305664 (0.1961435610492387) | > loss_disc_real_5: 0.24793677031993866 (0.20780656167926181) | > loss_0: 2.139643907546997 (2.20956332405317) | > grad_norm_0: tensor(22.8509, device='cuda:0') (tensor(20.7114, device='cuda:0')) | > loss_gen: 2.8977556228637695 (2.762369586892208) | > loss_kl: 1.7824276685714722 (1.7291571373797663) | > loss_feat: 8.499757766723633 (8.218813026524238) | > loss_mel: 13.235455513000488 (12.987849471225347) | > loss_duration: 1.6381146907806396 (1.6722434382689626) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.053512573242188 (27.37043267256608) | > grad_norm_1: tensor(424.8148, device='cuda:0') (tensor(398.5515, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8885 (0.850032112963958) | > loader_time: 0.0105 (0.009880972126801444)  --> TIME: 2025-05-11 04:03:58 -- STEP: 487/725 -- GLOBAL_STEP: 303000 | > loss_disc: 2.2440617084503174 (2.2119880559752825) | > loss_disc_real_0: 0.15218527615070343 (0.13899728450809423) | > loss_disc_real_1: 0.1855030506849289 (0.19093127251895295) | > loss_disc_real_2: 0.19830216467380524 (0.18902957711743618) | > loss_disc_real_3: 0.18330101668834686 (0.20496482856464576) | > loss_disc_real_4: 0.19472680985927582 (0.19627856893093917) | > loss_disc_real_5: 0.1985132396221161 (0.2077954179268843) | > loss_0: 2.2440617084503174 (2.2119880559752825) | > grad_norm_0: tensor(29.0781, device='cuda:0') (tensor(20.7633, device='cuda:0')) | > loss_gen: 2.648285388946533 (2.758322744154101) | > loss_kl: 1.7881056070327759 (1.7318839395315495) | > loss_feat: 7.9136271476745605 (8.188896141992203) | > loss_mel: 12.440815925598145 (12.968879564586853) | > loss_duration: 1.6437422037124634 (1.6726523838493614) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.434574127197266 (27.320634779254515) | > grad_norm_1: tensor(453.2305, device='cuda:0') (tensor(398.7160, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8037 (0.8498819926925754) | > loader_time: 0.0101 (0.009905987451698257) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_303000.pth  --> TIME: 2025-05-11 04:04:44 -- STEP: 537/725 -- GLOBAL_STEP: 303050 | > loss_disc: 2.276395320892334 (2.211995720197366) | > loss_disc_real_0: 0.20315587520599365 (0.13894249146433077) | > loss_disc_real_1: 0.20917074382305145 (0.19082838302440033) | > loss_disc_real_2: 0.1785527616739273 (0.189134017410003) | > loss_disc_real_3: 0.22013545036315918 (0.20522957263268124) | > loss_disc_real_4: 0.19705460965633392 (0.19634187349172047) | > loss_disc_real_5: 0.21451182663440704 (0.20778012639206442) | > loss_0: 2.276395320892334 (2.211995720197366) | > grad_norm_0: tensor(34.9946, device='cuda:0') (tensor(20.9153, device='cuda:0')) | > loss_gen: 2.847517490386963 (2.7593172710923093) | > loss_kl: 1.7023041248321533 (1.7334803655826843) | > loss_feat: 8.217175483703613 (8.196531056025831) | > loss_mel: 13.014572143554688 (12.979644361598977) | > loss_duration: 1.705409288406372 (1.6732675494206464) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.48697853088379 (27.342240608826252) | > grad_norm_1: tensor(761.7138, device='cuda:0') (tensor(402.8492, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8528 (0.8506284550359573) | > loader_time: 0.0092 (0.00993034604319425)  --> TIME: 2025-05-11 04:05:27 -- STEP: 587/725 -- GLOBAL_STEP: 303100 | > loss_disc: 2.0920019149780273 (2.212025801611513) | > loss_disc_real_0: 0.11564072221517563 (0.1384781388854656) | > loss_disc_real_1: 0.15839286148548126 (0.1909168697449376) | > loss_disc_real_2: 0.15049166977405548 (0.18915596837891827) | > loss_disc_real_3: 0.1752038300037384 (0.20527909868722072) | > loss_disc_real_4: 0.19168436527252197 (0.19639118995638066) | > loss_disc_real_5: 0.1939133107662201 (0.20783827759744378) | > loss_0: 2.0920019149780273 (2.212025801611513) | > grad_norm_0: tensor(25.9889, device='cuda:0') (tensor(21.0468, device='cuda:0')) | > loss_gen: 2.8381576538085938 (2.759086464698313) | > loss_kl: 1.574186086654663 (1.7309521016311007) | > loss_feat: 9.089688301086426 (8.19564685301642) | > loss_mel: 13.962646484375 (12.978738771792774) | > loss_duration: 1.6519861221313477 (1.6729832369789763) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.11666488647461 (27.33740740943401) | > grad_norm_1: tensor(519.9954, device='cuda:0') (tensor(406.6082, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8577 (0.8503005927019265) | > loader_time: 0.0097 (0.009929373885744474)  --> TIME: 2025-05-11 04:06:10 -- STEP: 637/725 -- GLOBAL_STEP: 303150 | > loss_disc: 2.346041202545166 (2.21239757687555) | > loss_disc_real_0: 0.18171018362045288 (0.13888172326928241) | > loss_disc_real_1: 0.17765465378761292 (0.19114484077720093) | > loss_disc_real_2: 0.1614711880683899 (0.18926036874858695) | > loss_disc_real_3: 0.18664881587028503 (0.20515918046282824) | > loss_disc_real_4: 0.17911966145038605 (0.19629456839718662) | > loss_disc_real_5: 0.19440120458602905 (0.20754014802409504) | > loss_0: 2.346041202545166 (2.21239757687555) | > grad_norm_0: tensor(45.1381, device='cuda:0') (tensor(21.1208, device='cuda:0')) | > loss_gen: 2.6398398876190186 (2.7596247338425246) | > loss_kl: 1.7682830095291138 (1.7301122292618933) | > loss_feat: 8.077799797058105 (8.190319406368664) | > loss_mel: 12.983380317687988 (12.980653461893462) | > loss_duration: 1.6541564464569092 (1.6727448877771758) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.123458862304688 (27.333454689013895) | > grad_norm_1: tensor(253.3573, device='cuda:0') (tensor(408.0142, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8411 (0.8503485744003224) | > loader_time: 0.0115 (0.009924353011174699)  --> TIME: 2025-05-11 04:06:53 -- STEP: 687/725 -- GLOBAL_STEP: 303200 | > loss_disc: 2.2754366397857666 (2.213398815763048) | > loss_disc_real_0: 0.18711155652999878 (0.13898159373752275) | > loss_disc_real_1: 0.18669374287128448 (0.19110191469195958) | > loss_disc_real_2: 0.1955248862504959 (0.18948042093406073) | > loss_disc_real_3: 0.23104162514209747 (0.2053591802694565) | > loss_disc_real_4: 0.20249073207378387 (0.19639688658662233) | > loss_disc_real_5: 0.20188011229038239 (0.20778187506410592) | > loss_0: 2.2754366397857666 (2.213398815763048) | > grad_norm_0: tensor(28.2547, device='cuda:0') (tensor(21.4801, device='cuda:0')) | > loss_gen: 2.7232749462127686 (2.7598789126938974) | > loss_kl: 1.5851026773452759 (1.7318395351912441) | > loss_feat: 7.622506618499756 (8.190296454894659) | > loss_mel: 12.63598346710205 (12.982708121664833) | > loss_duration: 1.6732105016708374 (1.6726166141779315) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.24007797241211 (27.337339601141913) | > grad_norm_1: tensor(457.5532, device='cuda:0') (tensor(410.3581, device='cuda:0')) | > current_lr_0: 0.0001913424205509806 | > current_lr_1: 0.0001913424205509806 | > step_time: 0.8615 (0.8497847011516187) | > loader_time: 0.0095 (0.009891207041178206)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.366048812866211 (2.366048812866211) | > loss_disc_real_0: 0.12982256710529327 (0.12982256710529327) | > loss_disc_real_1: 0.20787183940410614 (0.20787183940410614) | > loss_disc_real_2: 0.24134764075279236 (0.24134764075279236) | > loss_disc_real_3: 0.2195228934288025 (0.2195228934288025) | > loss_disc_real_4: 0.20845776796340942 (0.20845776796340942) | > loss_disc_real_5: 0.2002461701631546 (0.2002461701631546) | > loss_0: 2.366048812866211 (2.366048812866211) | > loss_gen: 2.4767796993255615 (2.4767796993255615) | > loss_kl: 2.182551383972168 (2.182551383972168) | > loss_feat: 8.104448318481445 (8.104448318481445) | > loss_mel: 12.863059043884277 (12.863059043884277) | > loss_duration: 1.6989068984985352 (1.6989068984985352) | > loss_1: 27.32574462890625 (27.32574462890625)  --> STEP: 1 | > loss_disc: 2.285019636154175 (2.285019636154175) | > loss_disc_real_0: 0.11952663958072662 (0.11952663958072662) | > loss_disc_real_1: 0.1674237698316574 (0.1674237698316574) | > loss_disc_real_2: 0.22966621816158295 (0.22966621816158295) | > loss_disc_real_3: 0.21043668687343597 (0.21043668687343597) | > loss_disc_real_4: 0.1934725046157837 (0.1934725046157837) | > loss_disc_real_5: 0.21875107288360596 (0.21875107288360596) | > loss_0: 2.285019636154175 (2.285019636154175) | > loss_gen: 2.546231508255005 (2.546231508255005) | > loss_kl: 2.162818431854248 (2.162818431854248) | > loss_feat: 8.340635299682617 (8.340635299682617) | > loss_mel: 13.551484107971191 (13.551484107971191) | > loss_duration: 1.8191204071044922 (1.8191204071044922) | > loss_1: 28.420291900634766 (28.420291900634766)  --> STEP: 2 | > loss_disc: 2.357372760772705 (2.32119619846344) | > loss_disc_real_0: 0.11300931125879288 (0.11626797541975975) | > loss_disc_real_1: 0.1824507862329483 (0.17493727803230286) | > loss_disc_real_2: 0.23699629306793213 (0.23333125561475754) | > loss_disc_real_3: 0.2376992255449295 (0.22406795620918274) | > loss_disc_real_4: 0.22129088640213013 (0.2073816955089569) | > loss_disc_real_5: 0.20076334476470947 (0.20975720882415771) | > loss_0: 2.357372760772705 (2.32119619846344) | > loss_gen: 2.4572908878326416 (2.5017611980438232) | > loss_kl: 2.01663875579834 (2.089728593826294) | > loss_feat: 8.093918800354004 (8.21727705001831) | > loss_mel: 13.751030921936035 (13.651257514953613) | > loss_duration: 1.8473185300827026 (1.8332194685935974) | > loss_1: 28.166196823120117 (28.29324436187744)  --> STEP: 3 | > loss_disc: 2.4118266105651855 (2.3514063358306885) | > loss_disc_real_0: 0.12144933640956879 (0.11799509574969609) | > loss_disc_real_1: 0.1834239810705185 (0.1777661790450414) | > loss_disc_real_2: 0.23368556797504425 (0.23344935973485312) | > loss_disc_real_3: 0.23051151633262634 (0.22621580958366394) | > loss_disc_real_4: 0.2305641770362854 (0.21510918935139975) | > loss_disc_real_5: 0.22663231194019318 (0.21538224319616953) | > loss_0: 2.4118266105651855 (2.3514063358306885) | > loss_gen: 2.3949365615844727 (2.4661529858907065) | > loss_kl: 2.1421706676483154 (2.1072092851003013) | > loss_feat: 7.566224098205566 (8.000259399414062) | > loss_mel: 12.962358474731445 (13.421624501546225) | > loss_duration: 1.8364818096160889 (1.8343069156010945) | > loss_1: 26.902170181274414 (27.829552968343098)  --> STEP: 4 | > loss_disc: 2.3095147609710693 (2.3409334421157837) | > loss_disc_real_0: 0.11257950216531754 (0.11664119735360146) | > loss_disc_real_1: 0.1688302755355835 (0.17553220316767693) | > loss_disc_real_2: 0.222972109913826 (0.23083004727959633) | > loss_disc_real_3: 0.2078120857477188 (0.22161487862467766) | > loss_disc_real_4: 0.21991793811321259 (0.21631137654185295) | > loss_disc_real_5: 0.20202594995498657 (0.2120431698858738) | > loss_0: 2.3095147609710693 (2.3409334421157837) | > loss_gen: 2.4073400497436523 (2.451449751853943) | > loss_kl: 1.8617891073226929 (2.045854240655899) | > loss_feat: 8.852493286132812 (8.21331787109375) | > loss_mel: 14.351922035217285 (13.65419888496399) | > loss_duration: 1.7649383544921875 (1.8169647753238678) | > loss_1: 29.238483428955078 (28.181785583496094) --> EVAL PERFORMANCE | > avg_loader_time: 0.28459006547927856 (+0.006415307521820068) | > avg_loss_disc: 2.3409334421157837 (-0.009329378604888916) | > avg_loss_disc_real_0: 0.11664119735360146 (-0.028079014271497726) | > avg_loss_disc_real_1: 0.17553220316767693 (+0.02660151571035385) | > avg_loss_disc_real_2: 0.23083004727959633 (+0.03094414994120598) | > avg_loss_disc_real_3: 0.22161487862467766 (+0.055756404995918274) | > avg_loss_disc_real_4: 0.21631137654185295 (+0.016807816922664642) | > avg_loss_disc_real_5: 0.2120431698858738 (+0.0021764449775218964) | > avg_loss_0: 2.3409334421157837 (-0.009329378604888916) | > avg_loss_gen: 2.451449751853943 (+0.16651701927185059) | > avg_loss_kl: 2.045854240655899 (+0.003475874662399292) | > avg_loss_feat: 8.21331787109375 (+0.7007795572280884) | > avg_loss_mel: 13.65419888496399 (+0.372525691986084) | > avg_loss_duration: 1.8169647753238678 (+0.008288860321044922) | > avg_loss_1: 28.181785583496094 (+1.2515864372253418)  > EPOCH: 355/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 04:07:32)   --> TIME: 2025-05-11 04:07:44 -- STEP: 12/725 -- GLOBAL_STEP: 303250 | > loss_disc: 2.2662062644958496 (2.2203980684280396) | > loss_disc_real_0: 0.13386410474777222 (0.13730552916725478) | > loss_disc_real_1: 0.19947098195552826 (0.19067378838857016) | > loss_disc_real_2: 0.18894314765930176 (0.18562174340089163) | > loss_disc_real_3: 0.24676178395748138 (0.20785911877950033) | > loss_disc_real_4: 0.17617866396903992 (0.18905909111102423) | > loss_disc_real_5: 0.18016360700130463 (0.21675299480557442) | > loss_0: 2.2662062644958496 (2.2203980684280396) | > grad_norm_0: tensor(40.9898, device='cuda:0') (tensor(24.4992, device='cuda:0')) | > loss_gen: 2.748274564743042 (2.768000841140747) | > loss_kl: 1.5702247619628906 (1.766247163216273) | > loss_feat: 8.18581485748291 (8.38142971197764) | > loss_mel: 13.573750495910645 (13.295690218607584) | > loss_duration: 1.6913158893585205 (1.6723990241686504) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.769380569458008 (27.883766651153564) | > grad_norm_1: tensor(685.6153, device='cuda:0') (tensor(491.0192, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8535 (0.8343486785888672) | > loader_time: 0.0091 (0.01016561190287272)  --> TIME: 2025-05-11 04:08:28 -- STEP: 62/725 -- GLOBAL_STEP: 303300 | > loss_disc: 2.2427539825439453 (2.2126388434440867) | > loss_disc_real_0: 0.1794028878211975 (0.13569055365458613) | > loss_disc_real_1: 0.17193196713924408 (0.19554209853372267) | > loss_disc_real_2: 0.19709865748882294 (0.18875885033799755) | > loss_disc_real_3: 0.19274257123470306 (0.2055595281624025) | > loss_disc_real_4: 0.17907796800136566 (0.19590215889676924) | > loss_disc_real_5: 0.21744540333747864 (0.2077883707900201) | > loss_0: 2.2427539825439453 (2.2126388434440867) | > grad_norm_0: tensor(21.9261, device='cuda:0') (tensor(21.5097, device='cuda:0')) | > loss_gen: 2.684922456741333 (2.7668333245861914) | > loss_kl: 1.6777833700180054 (1.754167491389859) | > loss_feat: 8.25275993347168 (8.307455816576557) | > loss_mel: 13.015936851501465 (13.088433927105319) | > loss_duration: 1.712443470954895 (1.669662925504869) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.343847274780273 (27.586553327498898) | > grad_norm_1: tensor(499.5952, device='cuda:0') (tensor(453.3045, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8519 (0.8530373534848613) | > loader_time: 0.0097 (0.01016430700978925)  --> TIME: 2025-05-11 04:09:11 -- STEP: 112/725 -- GLOBAL_STEP: 303350 | > loss_disc: 2.219315528869629 (2.2026309732879903) | > loss_disc_real_0: 0.16477037966251373 (0.1344685376887875) | > loss_disc_real_1: 0.17839784920215607 (0.19321470188775233) | > loss_disc_real_2: 0.20102065801620483 (0.18800789610083615) | > loss_disc_real_3: 0.21106229722499847 (0.20555641754929505) | > loss_disc_real_4: 0.19635729491710663 (0.19482490486864532) | > loss_disc_real_5: 0.24540336430072784 (0.20801877935550042) | > loss_0: 2.219315528869629 (2.2026309732879903) | > grad_norm_0: tensor(28.5767, device='cuda:0') (tensor(21.5046, device='cuda:0')) | > loss_gen: 2.6984026432037354 (2.7772691185985283) | > loss_kl: 1.6684482097625732 (1.7315769610660416) | > loss_feat: 7.831849575042725 (8.37375183190618) | > loss_mel: 12.641630172729492 (13.187985471316747) | > loss_duration: 1.6828656196594238 (1.6735829274569238) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.523195266723633 (27.744166169847762) | > grad_norm_1: tensor(545.5119, device='cuda:0') (tensor(452.2153, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8175 (0.8522994709866387) | > loader_time: 0.0104 (0.010155290365219114)  --> TIME: 2025-05-11 04:09:54 -- STEP: 162/725 -- GLOBAL_STEP: 303400 | > loss_disc: 2.3181779384613037 (2.209399938583374) | > loss_disc_real_0: 0.15618054568767548 (0.13682919427936463) | > loss_disc_real_1: 0.19914641976356506 (0.1927431991070876) | > loss_disc_real_2: 0.19251371920108795 (0.18850599624860437) | > loss_disc_real_3: 0.2147909551858902 (0.20616703130948683) | > loss_disc_real_4: 0.19815127551555634 (0.1955442063418435) | > loss_disc_real_5: 0.22714990377426147 (0.20763538897405437) | > loss_0: 2.3181779384613037 (2.209399938583374) | > grad_norm_0: tensor(34.2135, device='cuda:0') (tensor(21.7128, device='cuda:0')) | > loss_gen: 2.631732702255249 (2.7671994853902735) | > loss_kl: 1.7807871103286743 (1.7387402293122844) | > loss_feat: 7.832642555236816 (8.347424798541601) | > loss_mel: 12.605109214782715 (13.146952846903858) | > loss_duration: 1.6274996995925903 (1.6733899734638356) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.477773666381836 (27.67370730270574) | > grad_norm_1: tensor(466.5316, device='cuda:0') (tensor(436.2955, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8238 (0.8532973763383465) | > loader_time: 0.0094 (0.010188592804802788)  --> TIME: 2025-05-11 04:10:38 -- STEP: 212/725 -- GLOBAL_STEP: 303450 | > loss_disc: 2.221920967102051 (2.2120783902564125) | > loss_disc_real_0: 0.1005663350224495 (0.13722494307835154) | > loss_disc_real_1: 0.2022150456905365 (0.19242524917957912) | > loss_disc_real_2: 0.22246712446212769 (0.18888897645585948) | > loss_disc_real_3: 0.21057946979999542 (0.20626329897709605) | > loss_disc_real_4: 0.21754668653011322 (0.19570763120954887) | > loss_disc_real_5: 0.19607828557491302 (0.20769559866133727) | > loss_0: 2.221920967102051 (2.2120783902564125) | > grad_norm_0: tensor(15.3070, device='cuda:0') (tensor(21.3723, device='cuda:0')) | > loss_gen: 2.8279192447662354 (2.755550804003229) | > loss_kl: 1.7750648260116577 (1.7361734953691375) | > loss_feat: 8.761772155761719 (8.276625226128784) | > loss_mel: 12.847488403320312 (13.058772388494237) | > loss_duration: 1.6729938983917236 (1.6731923880442134) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.885238647460938 (27.500314271674966) | > grad_norm_1: tensor(359.4146, device='cuda:0') (tensor(426.1912, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8487 (0.8535443701834049) | > loader_time: 0.0101 (0.010138692720881049)  --> TIME: 2025-05-11 04:11:21 -- STEP: 262/725 -- GLOBAL_STEP: 303500 | > loss_disc: 2.1469056606292725 (2.2101399643730555) | > loss_disc_real_0: 0.14506691694259644 (0.13756034551686003) | > loss_disc_real_1: 0.1789923906326294 (0.191968694954883) | > loss_disc_real_2: 0.20836660265922546 (0.18876358764317205) | > loss_disc_real_3: 0.2251230925321579 (0.20598532686024215) | > loss_disc_real_4: 0.2180892378091812 (0.1955467812318838) | > loss_disc_real_5: 0.20635217428207397 (0.20760035395394755) | > loss_0: 2.1469056606292725 (2.2101399643730555) | > grad_norm_0: tensor(15.9816, device='cuda:0') (tensor(20.8688, device='cuda:0')) | > loss_gen: 2.9122049808502197 (2.7548273037408135) | > loss_kl: 1.7987250089645386 (1.7304430990728714) | > loss_feat: 8.790946960449219 (8.263839810859167) | > loss_mel: 14.32927131652832 (13.056575880705854) | > loss_duration: 1.660890817642212 (1.673759373999734) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.49203872680664 (27.4794454064988) | > grad_norm_1: tensor(223.9612, device='cuda:0') (tensor(415.1350, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8892 (0.852329223210575) | > loader_time: 0.0107 (0.010113790745043573)  --> TIME: 2025-05-11 04:12:04 -- STEP: 312/725 -- GLOBAL_STEP: 303550 | > loss_disc: 2.292391061782837 (2.2048366849239054) | > loss_disc_real_0: 0.16083893179893494 (0.1371509172977545) | > loss_disc_real_1: 0.19941270351409912 (0.19136547349775443) | > loss_disc_real_2: 0.15875335037708282 (0.18841624465317303) | > loss_disc_real_3: 0.20533622801303864 (0.20574407203075198) | > loss_disc_real_4: 0.21373361349105835 (0.19521426070386022) | > loss_disc_real_5: 0.20223656296730042 (0.20662590378943163) | > loss_0: 2.292391061782837 (2.2048366849239054) | > grad_norm_0: tensor(35.4820, device='cuda:0') (tensor(21.0948, device='cuda:0')) | > loss_gen: 2.6819097995758057 (2.7668350323652597) | > loss_kl: 1.6363840103149414 (1.7301568667858067) | > loss_feat: 8.668636322021484 (8.306576855671713) | > loss_mel: 13.619702339172363 (13.084462997240902) | > loss_duration: 1.6580476760864258 (1.6730075509120264) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.264678955078125 (27.561039264385517) | > grad_norm_1: tensor(431.2987, device='cuda:0') (tensor(416.4189, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8473 (0.851846381639823) | > loader_time: 0.012 (0.010099223026862515)  --> TIME: 2025-05-11 04:12:48 -- STEP: 362/725 -- GLOBAL_STEP: 303600 | > loss_disc: 2.1957759857177734 (2.208266393914406) | > loss_disc_real_0: 0.09891121834516525 (0.13702011876096382) | > loss_disc_real_1: 0.19331353902816772 (0.19143179034330568) | > loss_disc_real_2: 0.1984715461730957 (0.18869790603607406) | > loss_disc_real_3: 0.2053043693304062 (0.2058557559689763) | > loss_disc_real_4: 0.2335457056760788 (0.19581312015241023) | > loss_disc_real_5: 0.22483649849891663 (0.20709114739908038) | > loss_0: 2.1957759857177734 (2.208266393914406) | > grad_norm_0: tensor(11.6986, device='cuda:0') (tensor(20.9897, device='cuda:0')) | > loss_gen: 2.926257371902466 (2.7639328162314465) | > loss_kl: 1.7346347570419312 (1.7330132844698356) | > loss_feat: 8.995879173278809 (8.297487986021936) | > loss_mel: 14.456493377685547 (13.071233741486274) | > loss_duration: 1.6287693977355957 (1.6719845902195298) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.742034912109375 (27.53765236343468) | > grad_norm_1: tensor(103.6367, device='cuda:0') (tensor(403.3813, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8487 (0.8521370729688782) | > loader_time: 0.0105 (0.010071926354044707)  --> TIME: 2025-05-11 04:13:31 -- STEP: 412/725 -- GLOBAL_STEP: 303650 | > loss_disc: 2.3477652072906494 (2.2070452889192467) | > loss_disc_real_0: 0.1416030377149582 (0.1370806153682826) | > loss_disc_real_1: 0.23198899626731873 (0.19119558454427904) | > loss_disc_real_2: 0.21410763263702393 (0.18853458031577977) | > loss_disc_real_3: 0.2146058827638626 (0.20584437887645451) | > loss_disc_real_4: 0.21429254114627838 (0.19570921556752863) | > loss_disc_real_5: 0.17477498948574066 (0.20723693593613152) | > loss_0: 2.3477652072906494 (2.2070452889192467) | > grad_norm_0: tensor(12.2460, device='cuda:0') (tensor(20.8056, device='cuda:0')) | > loss_gen: 2.490361213684082 (2.762663000995671) | > loss_kl: 1.8776265382766724 (1.7338941647011095) | > loss_feat: 6.872525215148926 (8.29203770114381) | > loss_mel: 10.542458534240723 (13.065712282958545) | > loss_duration: 1.6625463962554932 (1.6726337616304754) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.44551658630371 (27.526940855007727) | > grad_norm_1: tensor(139.5745, device='cuda:0') (tensor(399.8144, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.865 (0.8519517640465671) | > loader_time: 0.01 (0.010037938946659126)  --> TIME: 2025-05-11 04:14:14 -- STEP: 462/725 -- GLOBAL_STEP: 303700 | > loss_disc: 2.2720630168914795 (2.2071162942168012) | > loss_disc_real_0: 0.13776198029518127 (0.13717636595040664) | > loss_disc_real_1: 0.20606975257396698 (0.19095165156698846) | > loss_disc_real_2: 0.20672276616096497 (0.1887332266801364) | > loss_disc_real_3: 0.2135406881570816 (0.20587318080973308) | > loss_disc_real_4: 0.19387078285217285 (0.19560109907801534) | > loss_disc_real_5: 0.24649879336357117 (0.20798336969309555) | > loss_0: 2.2720630168914795 (2.2071162942168012) | > grad_norm_0: tensor(22.9971, device='cuda:0') (tensor(21.0655, device='cuda:0')) | > loss_gen: 2.6611359119415283 (2.7663658026492937) | > loss_kl: 1.8375927209854126 (1.7353100216749937) | > loss_feat: 7.12746524810791 (8.300625750512795) | > loss_mel: 11.552230834960938 (13.077007050122022) | > loss_duration: 1.7126492261886597 (1.6724427621085927) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.89107322692871 (27.551751330817417) | > grad_norm_1: tensor(435.9512, device='cuda:0') (tensor(399.4439, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.7806 (0.8512517724718366) | > loader_time: 0.0093 (0.010022453415445436)  --> TIME: 2025-05-11 04:14:57 -- STEP: 512/725 -- GLOBAL_STEP: 303750 | > loss_disc: 2.156602144241333 (2.2069913749583074) | > loss_disc_real_0: 0.138339564204216 (0.13719430136552524) | > loss_disc_real_1: 0.19961069524288177 (0.19080437059164979) | > loss_disc_real_2: 0.1809076964855194 (0.18870611820602795) | > loss_disc_real_3: 0.1655205488204956 (0.20562238947604775) | > loss_disc_real_4: 0.1822916716337204 (0.1955869922239799) | > loss_disc_real_5: 0.25029104948043823 (0.20779151874012314) | > loss_0: 2.156602144241333 (2.2069913749583074) | > grad_norm_0: tensor(21.7114, device='cuda:0') (tensor(21.5007, device='cuda:0')) | > loss_gen: 2.926832914352417 (2.7648342456668598) | > loss_kl: 1.8177000284194946 (1.7315800974611189) | > loss_feat: 8.60364055633545 (8.27793102432043) | > loss_mel: 13.262247085571289 (13.05417409539223) | > loss_duration: 1.6286062002182007 (1.6730643920600419) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.23902702331543 (27.50158379971981) | > grad_norm_1: tensor(475.5786, device='cuda:0') (tensor(402.8008, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.841 (0.85179871506989) | > loader_time: 0.0103 (0.010025148745626211)  --> TIME: 2025-05-11 04:15:40 -- STEP: 562/725 -- GLOBAL_STEP: 303800 | > loss_disc: 2.1824076175689697 (2.2037924409336895) | > loss_disc_real_0: 0.134811133146286 (0.1369230314771049) | > loss_disc_real_1: 0.18373176455497742 (0.19044045642601637) | > loss_disc_real_2: 0.1886020004749298 (0.188372441245992) | > loss_disc_real_3: 0.1962587535381317 (0.20544563615661493) | > loss_disc_real_4: 0.19494940340518951 (0.19534942921370368) | > loss_disc_real_5: 0.2063169628381729 (0.20764608848243418) | > loss_0: 2.1824076175689697 (2.2037924409336895) | > grad_norm_0: tensor(10.3106, device='cuda:0') (tensor(21.5022, device='cuda:0')) | > loss_gen: 2.8909566402435303 (2.766886706029815) | > loss_kl: 1.7255337238311768 (1.7342710961650696) | > loss_feat: 7.946791172027588 (8.286872445476448) | > loss_mel: 12.216657638549805 (13.059107505553987) | > loss_duration: 1.6466352939605713 (1.6731297530737637) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.42657470703125 (27.520267476390686) | > grad_norm_1: tensor(350.7186, device='cuda:0') (tensor(406.6971, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.9015 (0.8509856517628843) | > loader_time: 0.01 (0.009993263410927992)  --> TIME: 2025-05-11 04:16:23 -- STEP: 612/725 -- GLOBAL_STEP: 303850 | > loss_disc: 2.3327832221984863 (2.205137451489767) | > loss_disc_real_0: 0.1590244472026825 (0.13721893811781008) | > loss_disc_real_1: 0.19293464720249176 (0.19049695272948222) | > loss_disc_real_2: 0.20699790120124817 (0.18850680469882264) | > loss_disc_real_3: 0.21913810074329376 (0.2055267674081466) | > loss_disc_real_4: 0.21235020458698273 (0.19557876563539703) | > loss_disc_real_5: 0.2003490924835205 (0.2077186783057412) | > loss_0: 2.3327832221984863 (2.205137451489767) | > grad_norm_0: tensor(37.2892, device='cuda:0') (tensor(21.6180, device='cuda:0')) | > loss_gen: 2.5043718814849854 (2.766248000603094) | > loss_kl: 1.6908639669418335 (1.7343881245142494) | > loss_feat: 6.87962532043457 (8.277362013953976) | > loss_mel: 11.477585792541504 (13.04850902588539) | > loss_duration: 1.5871838331222534 (1.6726289504493759) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.139629364013672 (27.49913607391656) | > grad_norm_1: tensor(401.5157, device='cuda:0') (tensor(407.2482, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8198 (0.8509593352772831) | > loader_time: 0.0088 (0.009964271308549873)  --> TIME: 2025-05-11 04:17:07 -- STEP: 662/725 -- GLOBAL_STEP: 303900 | > loss_disc: 2.3328747749328613 (2.2072064826135547) | > loss_disc_real_0: 0.17109894752502441 (0.1378528533835424) | > loss_disc_real_1: 0.18108254671096802 (0.1905202175240142) | > loss_disc_real_2: 0.21657492220401764 (0.18870336767229792) | > loss_disc_real_3: 0.20287983119487762 (0.20556749036575012) | > loss_disc_real_4: 0.20402801036834717 (0.1958855735391289) | > loss_disc_real_5: 0.24896956980228424 (0.20779656726878207) | > loss_0: 2.3328747749328613 (2.2072064826135547) | > grad_norm_0: tensor(35.0342, device='cuda:0') (tensor(21.8793, device='cuda:0')) | > loss_gen: 2.4702951908111572 (2.7658468564111303) | > loss_kl: 1.7243613004684448 (1.7327972931444104) | > loss_feat: 7.198056221008301 (8.261094918784071) | > loss_mel: 12.254859924316406 (13.033868017513592) | > loss_duration: 1.6843600273132324 (1.6729369048265528) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.331932067871094 (27.466543978434668) | > grad_norm_1: tensor(488.7657, device='cuda:0') (tensor(408.2916, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8699 (0.8506802540171182) | > loader_time: 0.0097 (0.00994327421274791)  --> TIME: 2025-05-11 04:17:50 -- STEP: 712/725 -- GLOBAL_STEP: 303950 | > loss_disc: 2.2192909717559814 (2.2088200443246393) | > loss_disc_real_0: 0.13859978318214417 (0.13830986543652696) | > loss_disc_real_1: 0.18984337151050568 (0.19050684962630943) | > loss_disc_real_2: 0.20730440318584442 (0.1888578908957458) | > loss_disc_real_3: 0.2083933800458908 (0.20553642622289364) | > loss_disc_real_4: 0.17688840627670288 (0.1959003918500764) | > loss_disc_real_5: 0.22419370710849762 (0.20801365141118502) | > loss_0: 2.2192909717559814 (2.2088200443246393) | > grad_norm_0: tensor(21.0319, device='cuda:0') (tensor(21.8051, device='cuda:0')) | > loss_gen: 2.7291388511657715 (2.7626524503981122) | > loss_kl: 1.8276753425598145 (1.7310795638333545) | > loss_feat: 7.7545671463012695 (8.249939972095284) | > loss_mel: 12.605589866638184 (13.03099070774036) | > loss_duration: 1.6706039905548096 (1.6725512056538225) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.587575912475586 (27.44721389352605) | > grad_norm_1: tensor(400.8959, device='cuda:0') (tensor(404.4709, device='cuda:0')) | > current_lr_0: 0.00019131850274841172 | > current_lr_1: 0.00019131850274841172 | > step_time: 0.8323 (0.8508254852187768) | > loader_time: 0.0098 (0.00995435339681219)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2568743228912354 (2.2568743228912354) | > loss_disc_real_0: 0.1685386300086975 (0.1685386300086975) | > loss_disc_real_1: 0.17841558158397675 (0.17841558158397675) | > loss_disc_real_2: 0.2453468143939972 (0.2453468143939972) | > loss_disc_real_3: 0.19340907037258148 (0.19340907037258148) | > loss_disc_real_4: 0.2679191529750824 (0.2679191529750824) | > loss_disc_real_5: 0.24413737654685974 (0.24413737654685974) | > loss_0: 2.2568743228912354 (2.2568743228912354) | > loss_gen: 2.9838545322418213 (2.9838545322418213) | > loss_kl: 2.2189979553222656 (2.2189979553222656) | > loss_feat: 8.461896896362305 (8.461896896362305) | > loss_mel: 13.613226890563965 (13.613226890563965) | > loss_duration: 1.6972132921218872 (1.6972132921218872) | > loss_1: 28.975189208984375 (28.975189208984375)  --> STEP: 1 | > loss_disc: 2.32462477684021 (2.32462477684021) | > loss_disc_real_0: 0.16235974431037903 (0.16235974431037903) | > loss_disc_real_1: 0.17277739942073822 (0.17277739942073822) | > loss_disc_real_2: 0.23898586630821228 (0.23898586630821228) | > loss_disc_real_3: 0.16675998270511627 (0.16675998270511627) | > loss_disc_real_4: 0.2731613516807556 (0.2731613516807556) | > loss_disc_real_5: 0.24726764857769012 (0.24726764857769012) | > loss_0: 2.32462477684021 (2.32462477684021) | > loss_gen: 2.7144992351531982 (2.7144992351531982) | > loss_kl: 2.309999465942383 (2.309999465942383) | > loss_feat: 7.155418872833252 (7.155418872833252) | > loss_mel: 12.965912818908691 (12.965912818908691) | > loss_duration: 1.8414374589920044 (1.8414374589920044) | > loss_1: 26.987268447875977 (26.987268447875977)  --> STEP: 2 | > loss_disc: 2.1696584224700928 (2.2471415996551514) | > loss_disc_real_0: 0.14951223134994507 (0.15593598783016205) | > loss_disc_real_1: 0.16057083010673523 (0.16667411476373672) | > loss_disc_real_2: 0.23846594989299774 (0.238725908100605) | > loss_disc_real_3: 0.16589640080928802 (0.16632819175720215) | > loss_disc_real_4: 0.26887303590774536 (0.2710171937942505) | > loss_disc_real_5: 0.2457812875509262 (0.24652446806430817) | > loss_0: 2.1696584224700928 (2.2471415996551514) | > loss_gen: 3.085206985473633 (2.8998531103134155) | > loss_kl: 2.025247573852539 (2.167623519897461) | > loss_feat: 8.651959419250488 (7.90368914604187) | > loss_mel: 14.592122077941895 (13.779017448425293) | > loss_duration: 1.873457670211792 (1.8574475646018982) | > loss_1: 30.22799301147461 (28.607630729675293)  --> STEP: 3 | > loss_disc: 2.2651619911193848 (2.253148396809896) | > loss_disc_real_0: 0.15591304004192352 (0.15592833856741586) | > loss_disc_real_1: 0.1978704184293747 (0.17707288265228271) | > loss_disc_real_2: 0.2279260754585266 (0.2351259638865789) | > loss_disc_real_3: 0.1621706634759903 (0.1649423489967982) | > loss_disc_real_4: 0.26797088980674744 (0.27000175913174945) | > loss_disc_real_5: 0.26275068521499634 (0.25193320711453754) | > loss_0: 2.2651619911193848 (2.253148396809896) | > loss_gen: 2.9167561531066895 (2.9054874579111734) | > loss_kl: 1.9953662157058716 (2.1102044185002646) | > loss_feat: 8.030543327331543 (7.945973873138428) | > loss_mel: 12.775581359863281 (13.444538752237955) | > loss_duration: 1.8352655172348022 (1.8500535488128662) | > loss_1: 27.553512573242188 (28.256258010864258)  --> STEP: 4 | > loss_disc: 2.2701356410980225 (2.2573952078819275) | > loss_disc_real_0: 0.14203694462776184 (0.15245549008250237) | > loss_disc_real_1: 0.19891658425331116 (0.18253380805253983) | > loss_disc_real_2: 0.22966879606246948 (0.23376167193055153) | > loss_disc_real_3: 0.17895983159542084 (0.16844671964645386) | > loss_disc_real_4: 0.27299928665161133 (0.27075114101171494) | > loss_disc_real_5: 0.23858021199703217 (0.2485949583351612) | > loss_0: 2.2701356410980225 (2.2573952078819275) | > loss_gen: 2.7862026691436768 (2.8756662607192993) | > loss_kl: 1.9710208177566528 (2.0754085183143616) | > loss_feat: 7.537278175354004 (7.843799948692322) | > loss_mel: 13.376094818115234 (13.427427768707275) | > loss_duration: 1.7701823711395264 (1.8300857543945312) | > loss_1: 27.440778732299805 (28.052388191223145) --> EVAL PERFORMANCE | > avg_loader_time: 0.2760913372039795 (-0.008498728275299072) | > avg_loss_disc: 2.2573952078819275 (-0.0835382342338562) | > avg_loss_disc_real_0: 0.15245549008250237 (+0.03581429272890091) | > avg_loss_disc_real_1: 0.18253380805253983 (+0.0070016048848629) | > avg_loss_disc_real_2: 0.23376167193055153 (+0.0029316246509552) | > avg_loss_disc_real_3: 0.16844671964645386 (-0.0531681589782238) | > avg_loss_disc_real_4: 0.27075114101171494 (+0.054439764469861984) | > avg_loss_disc_real_5: 0.2485949583351612 (+0.036551788449287415) | > avg_loss_0: 2.2573952078819275 (-0.0835382342338562) | > avg_loss_gen: 2.8756662607192993 (+0.42421650886535645) | > avg_loss_kl: 2.0754085183143616 (+0.029554277658462524) | > avg_loss_feat: 7.843799948692322 (-0.3695179224014282) | > avg_loss_mel: 13.427427768707275 (-0.22677111625671387) | > avg_loss_duration: 1.8300857543945312 (+0.013120979070663452) | > avg_loss_1: 28.052388191223145 (-0.12939739227294922)  > EPOCH: 356/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 04:18:07)   --> TIME: 2025-05-11 04:18:41 -- STEP: 37/725 -- GLOBAL_STEP: 304000 | > loss_disc: 2.3183434009552 (2.2170926364692476) | > loss_disc_real_0: 0.09744512289762497 (0.13920506975940758) | > loss_disc_real_1: 0.19355474412441254 (0.19239210719997818) | > loss_disc_real_2: 0.18982703983783722 (0.1882164478302002) | > loss_disc_real_3: 0.2237740159034729 (0.20618530101067312) | > loss_disc_real_4: 0.21762000024318695 (0.19485723932047147) | > loss_disc_real_5: 0.18431000411510468 (0.2093441268882236) | > loss_0: 2.3183434009552 (2.2170926364692476) | > grad_norm_0: tensor(16.3548, device='cuda:0') (tensor(22.4626, device='cuda:0')) | > loss_gen: 2.6298630237579346 (2.7235298736675366) | > loss_kl: 1.665431022644043 (1.7188221087326874) | > loss_feat: 7.385507583618164 (8.060337930112272) | > loss_mel: 11.125840187072754 (12.849375647467536) | > loss_duration: 1.6818504333496094 (1.6704443854254645) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.488492965698242 (27.022509909964896) | > grad_norm_1: tensor(359.5081, device='cuda:0') (tensor(412.1914, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8447 (0.8603673754511653) | > loader_time: 0.0098 (0.010056927397444442) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_304000.pth  --> TIME: 2025-05-11 04:19:27 -- STEP: 87/725 -- GLOBAL_STEP: 304050 | > loss_disc: 2.1691908836364746 (2.207176457876447) | > loss_disc_real_0: 0.18583053350448608 (0.13921074714811366) | > loss_disc_real_1: 0.20483435690402985 (0.18990029771437592) | > loss_disc_real_2: 0.19075711071491241 (0.18870723161889214) | > loss_disc_real_3: 0.19169200956821442 (0.20595035607787385) | > loss_disc_real_4: 0.18454687297344208 (0.19404835176878954) | > loss_disc_real_5: 0.18794389069080353 (0.20915341188852815) | > loss_0: 2.1691908836364746 (2.207176457876447) | > grad_norm_0: tensor(30.5901, device='cuda:0') (tensor(19.5187, device='cuda:0')) | > loss_gen: 2.816861629486084 (2.7400866404347037) | > loss_kl: 1.6727020740509033 (1.6971039607607086) | > loss_feat: 8.439760208129883 (8.196036070242704) | > loss_mel: 12.574737548828125 (12.906254340862406) | > loss_duration: 1.6447911262512207 (1.6722130542513969) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.14885139465332 (27.2116940597008) | > grad_norm_1: tensor(447.6833, device='cuda:0') (tensor(356.9290, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8234 (0.8553855830225451) | > loader_time: 0.0101 (0.00991376789136865)  --> TIME: 2025-05-11 04:20:10 -- STEP: 137/725 -- GLOBAL_STEP: 304100 | > loss_disc: 2.0799813270568848 (2.20345205808208) | > loss_disc_real_0: 0.12217973917722702 (0.13763311026740255) | > loss_disc_real_1: 0.17532065510749817 (0.18962914132288772) | > loss_disc_real_2: 0.16670499742031097 (0.18797945987134082) | > loss_disc_real_3: 0.20355166494846344 (0.20548255241265262) | > loss_disc_real_4: 0.19646209478378296 (0.19473404888689078) | > loss_disc_real_5: 0.19546088576316833 (0.20844562112414924) | > loss_0: 2.0799813270568848 (2.20345205808208) | > grad_norm_0: tensor(17.3545, device='cuda:0') (tensor(19.3273, device='cuda:0')) | > loss_gen: 2.828047752380371 (2.748145341873169) | > loss_kl: 1.8670997619628906 (1.7028310664378814) | > loss_feat: 8.760605812072754 (8.2522802283294) | > loss_mel: 13.352595329284668 (13.018537347334144) | > loss_duration: 1.6479518413543701 (1.6725889714094844) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.456300735473633 (27.394382894474223) | > grad_norm_1: tensor(198.6928, device='cuda:0') (tensor(357.7096, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.822 (0.8547522203765645) | > loader_time: 0.0094 (0.009846615965348965)  --> TIME: 2025-05-11 04:20:54 -- STEP: 187/725 -- GLOBAL_STEP: 304150 | > loss_disc: 2.248744249343872 (2.200919640892968) | > loss_disc_real_0: 0.19620852172374725 (0.1375321206402651) | > loss_disc_real_1: 0.19034937024116516 (0.1902992807448229) | > loss_disc_real_2: 0.18089906871318817 (0.18782970556282105) | > loss_disc_real_3: 0.18468652665615082 (0.20470159959028114) | > loss_disc_real_4: 0.17992021143436432 (0.1946903328525828) | > loss_disc_real_5: 0.16643618047237396 (0.20781026900133348) | > loss_0: 2.248744249343872 (2.200919640892968) | > grad_norm_0: tensor(27.7440, device='cuda:0') (tensor(20.0982, device='cuda:0')) | > loss_gen: 2.6237952709198 (2.7569118464056825) | > loss_kl: 1.810958981513977 (1.711145740141843) | > loss_feat: 8.116311073303223 (8.273432185943117) | > loss_mel: 12.544729232788086 (13.036682873486193) | > loss_duration: 1.702435851097107 (1.673777282556748) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.79823112487793 (27.451949889647132) | > grad_norm_1: tensor(306.5710, device='cuda:0') (tensor(365.7740, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8543 (0.8532684002330595) | > loader_time: 0.0104 (0.00990111560107553)  --> TIME: 2025-05-11 04:21:37 -- STEP: 237/725 -- GLOBAL_STEP: 304200 | > loss_disc: 2.2344722747802734 (2.2019650916007) | > loss_disc_real_0: 0.12069591134786606 (0.13760832297902564) | > loss_disc_real_1: 0.21031911671161652 (0.19058751229998433) | > loss_disc_real_2: 0.18489700555801392 (0.1878473841062578) | > loss_disc_real_3: 0.21061977744102478 (0.20478764113494619) | > loss_disc_real_4: 0.22395865619182587 (0.19469235007521465) | > loss_disc_real_5: 0.1900375336408615 (0.20788605284841755) | > loss_0: 2.2344722747802734 (2.2019650916007) | > grad_norm_0: tensor(34.2153, device='cuda:0') (tensor(20.1708, device='cuda:0')) | > loss_gen: 2.6380860805511475 (2.754221788438564) | > loss_kl: 1.8428839445114136 (1.721048130264765) | > loss_feat: 7.4736223220825195 (8.273129304250084) | > loss_mel: 12.640358924865723 (13.011134743187494) | > loss_duration: 1.6526436805725098 (1.6739106349301238) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.247594833374023 (27.433444606603953) | > grad_norm_1: tensor(506.7026, device='cuda:0') (tensor(364.8493, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.812 (0.8519752820332844) | > loader_time: 0.009 (0.009875624491695621)  --> TIME: 2025-05-11 04:22:19 -- STEP: 287/725 -- GLOBAL_STEP: 304250 | > loss_disc: 2.271601676940918 (2.2034794453544477) | > loss_disc_real_0: 0.1381237506866455 (0.13733252184627773) | > loss_disc_real_1: 0.1827288717031479 (0.19078045148882716) | > loss_disc_real_2: 0.1598363071680069 (0.18772709930399986) | > loss_disc_real_3: 0.20562686026096344 (0.2049406744565698) | > loss_disc_real_4: 0.1890409141778946 (0.1953801226117469) | > loss_disc_real_5: 0.20816285908222198 (0.2080418580188984) | > loss_0: 2.271601676940918 (2.2034794453544477) | > grad_norm_0: tensor(20.8210, device='cuda:0') (tensor(20.4269, device='cuda:0')) | > loss_gen: 2.6398205757141113 (2.754433916005524) | > loss_kl: 1.62728750705719 (1.7252667228519294) | > loss_feat: 8.138470649719238 (8.25639609592717) | > loss_mel: 12.195138931274414 (12.997079457140131) | > loss_duration: 1.6975300312042236 (1.6736291750798244) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.298248291015625 (27.40680535745123) | > grad_norm_1: tensor(159.4314, device='cuda:0') (tensor(370.3099, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.796 (0.850060252777791) | > loader_time: 0.0101 (0.0098792218995842)  --> TIME: 2025-05-11 04:23:03 -- STEP: 337/725 -- GLOBAL_STEP: 304300 | > loss_disc: 2.1558399200439453 (2.205423181771525) | > loss_disc_real_0: 0.09046494960784912 (0.13725165244556667) | > loss_disc_real_1: 0.17414319515228271 (0.19089163618731575) | > loss_disc_real_2: 0.15652774274349213 (0.1883858909239047) | > loss_disc_real_3: 0.19784069061279297 (0.20499120780905206) | > loss_disc_real_4: 0.1691659539937973 (0.19599339365959173) | > loss_disc_real_5: 0.19477052986621857 (0.20773108723609318) | > loss_0: 2.1558399200439453 (2.205423181771525) | > grad_norm_0: tensor(26.3218, device='cuda:0') (tensor(20.2377, device='cuda:0')) | > loss_gen: 2.828780174255371 (2.7528716683034045) | > loss_kl: 1.6430150270462036 (1.7243804988238507) | > loss_feat: 8.475950241088867 (8.234005414413762) | > loss_mel: 13.9854097366333 (12.953089317865118) | > loss_duration: 1.6697797775268555 (1.672615581167204) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.602935791015625 (27.336962465008924) | > grad_norm_1: tensor(424.9855, device='cuda:0') (tensor(371.8922, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8595 (0.8496648112107457) | > loader_time: 0.0101 (0.009826702604661706)  --> TIME: 2025-05-11 04:23:46 -- STEP: 387/725 -- GLOBAL_STEP: 304350 | > loss_disc: 2.1863858699798584 (2.2081690093343584) | > loss_disc_real_0: 0.08507440239191055 (0.13809651188379113) | > loss_disc_real_1: 0.19144031405448914 (0.19101731779501424) | > loss_disc_real_2: 0.18146471679210663 (0.18874976670403193) | > loss_disc_real_3: 0.21906273066997528 (0.2052505130684653) | > loss_disc_real_4: 0.20089063048362732 (0.19635805757162803) | > loss_disc_real_5: 0.21010980010032654 (0.20762955260677243) | > loss_0: 2.1863858699798584 (2.2081690093343584) | > grad_norm_0: tensor(29.2559, device='cuda:0') (tensor(20.7914, device='cuda:0')) | > loss_gen: 2.8176283836364746 (2.75187405504922) | > loss_kl: 1.4869298934936523 (1.7203664798145146) | > loss_feat: 8.909865379333496 (8.2095168604099) | > loss_mel: 13.966656684875488 (12.921890739322633) | > loss_duration: 1.7434017658233643 (1.672647862163317) | > amp_scaler: 512.0 (273.19896640826875) | > loss_1: 28.924484252929688 (27.276295989674807) | > grad_norm_1: tensor(474.5366, device='cuda:0') (tensor(377.0775, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8518 (0.8495643576294262) | > loader_time: 0.0104 (0.009799638151814458)  --> TIME: 2025-05-11 04:24:29 -- STEP: 437/725 -- GLOBAL_STEP: 304400 | > loss_disc: 2.2297744750976562 (2.206052583742469) | > loss_disc_real_0: 0.17487874627113342 (0.1383896226945676) | > loss_disc_real_1: 0.15682542324066162 (0.1907982872266246) | > loss_disc_real_2: 0.16938455402851105 (0.18849310896080196) | > loss_disc_real_3: 0.21907562017440796 (0.20509096366317103) | > loss_disc_real_4: 0.16254936158657074 (0.19593828889270673) | > loss_disc_real_5: 0.2789846360683441 (0.2074341171802591) | > loss_0: 2.2297744750976562 (2.206052583742469) | > grad_norm_0: tensor(38.3935, device='cuda:0') (tensor(20.9042, device='cuda:0')) | > loss_gen: 2.7513387203216553 (2.7558895614109025) | > loss_kl: 1.8596036434173584 (1.7142194288546215) | > loss_feat: 8.332676887512207 (8.21917759962975) | > loss_mel: 12.830001831054688 (12.925502454116089) | > loss_duration: 1.6451537609100342 (1.6722331570815168) | > amp_scaler: 512.0 (300.5217391304348) | > loss_1: 27.418773651123047 (27.287022200001733) | > grad_norm_1: tensor(435.8718, device='cuda:0') (tensor(379.7474, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8886 (0.8488548838573955) | > loader_time: 0.01 (0.009764377803496963)  --> TIME: 2025-05-11 04:25:12 -- STEP: 487/725 -- GLOBAL_STEP: 304450 | > loss_disc: 2.2034451961517334 (2.20479325273933) | > loss_disc_real_0: 0.14452017843723297 (0.13770535074220294) | > loss_disc_real_1: 0.18432897329330444 (0.19057902810020372) | > loss_disc_real_2: 0.17072567343711853 (0.1882158794442241) | > loss_disc_real_3: 0.18161901831626892 (0.20495655266778426) | > loss_disc_real_4: 0.1658782958984375 (0.19581275731631131) | > loss_disc_real_5: 0.2176392674446106 (0.20831517933330498) | > loss_0: 2.2034451961517334 (2.20479325273933) | > grad_norm_0: tensor(20.0681, device='cuda:0') (tensor(21.1909, device='cuda:0')) | > loss_gen: 2.626089334487915 (2.760555639404049) | > loss_kl: 1.7068593502044678 (1.7138460485352627) | > loss_feat: 7.841122150421143 (8.237360773145276) | > loss_mel: 12.890562057495117 (12.958737112903007) | > loss_duration: 1.6539969444274902 (1.6725614141879386) | > amp_scaler: 256.0 (297.5277207392197) | > loss_1: 26.718629837036133 (27.343060992826427) | > grad_norm_1: tensor(435.9149, device='cuda:0') (tensor(381.8974, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8092 (0.8495214989053151) | > loader_time: 0.009 (0.009739950207469398)  --> TIME: 2025-05-11 04:25:55 -- STEP: 537/725 -- GLOBAL_STEP: 304500 | > loss_disc: 2.2020912170410156 (2.2044147719218095) | > loss_disc_real_0: 0.13570410013198853 (0.13778012064138154) | > loss_disc_real_1: 0.1671399027109146 (0.19059692670069153) | > loss_disc_real_2: 0.1697620302438736 (0.1879513182953083) | > loss_disc_real_3: 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| > loss_disc: 2.217711925506592 (2.205383233561022) | > loss_disc_real_0: 0.1369173675775528 (0.1375027906904837) | > loss_disc_real_1: 0.202789306640625 (0.19090412013880032) | > loss_disc_real_2: 0.19334308803081512 (0.18815754722086692) | > loss_disc_real_3: 0.1964087337255478 (0.20505716701179388) | > loss_disc_real_4: 0.18197472393512726 (0.19579367184760832) | > loss_disc_real_5: 0.22167587280273438 (0.20838835436907907) | > loss_0: 2.217711925506592 (2.205383233561022) | > grad_norm_0: tensor(18.4426, device='cuda:0') (tensor(21.4882, device='cuda:0')) | > loss_gen: 2.8365228176116943 (2.7591735366255934) | > loss_kl: 1.6895629167556763 (1.7136475999270027) | > loss_feat: 8.138303756713867 (8.23068023905841) | > loss_mel: 13.340399742126465 (12.966422274327973) | > loss_duration: 1.6724379062652588 (1.6728079071239885) | > amp_scaler: 256.0 (290.45315161839875) | > loss_1: 27.677227020263672 (27.34273157006025) | > grad_norm_1: tensor(423.4552, device='cuda:0') (tensor(386.7647, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8567 (0.8487982274726468) | > loader_time: 0.0094 (0.00973929457201462)  --> TIME: 2025-05-11 04:27:21 -- STEP: 637/725 -- GLOBAL_STEP: 304600 | > loss_disc: 2.2584614753723145 (2.2064111732426026) | > loss_disc_real_0: 0.17640382051467896 (0.13780073026192236) | > loss_disc_real_1: 0.19281229376792908 (0.19084335594573987) | > loss_disc_real_2: 0.2045925259590149 (0.18827224531016498) | > loss_disc_real_3: 0.22705860435962677 (0.20511070560529426) | > loss_disc_real_4: 0.22335326671600342 (0.19606434854458052) | > loss_disc_real_5: 0.20449192821979523 (0.20837294100966525) | > loss_0: 2.2584614753723145 (2.2064111732426026) | > grad_norm_0: tensor(20.4370, device='cuda:0') (tensor(21.3307, device='cuda:0')) | > loss_gen: 2.6581389904022217 (2.757464121050514) | > loss_kl: 1.6741859912872314 (1.7132574510724061) | > loss_feat: 7.454662799835205 (8.226489796930403) | > loss_mel: 12.230761528015137 (12.963040591409108) | > loss_duration: 1.6573237180709839 (1.6726772611144947) | > amp_scaler: 256.0 (287.74882260596576) | > loss_1: 25.675073623657227 (27.332929233928304) | > grad_norm_1: tensor(352.4395, device='cuda:0') (tensor(384.5536, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8383 (0.8484930842413075) | > loader_time: 0.0091 (0.009714396071022311)  --> TIME: 2025-05-11 04:28:04 -- STEP: 687/725 -- GLOBAL_STEP: 304650 | > loss_disc: 1.994272232055664 (2.204113401700316) | > loss_disc_real_0: 0.13836830854415894 (0.13737926721095683) | > loss_disc_real_1: 0.1813163459300995 (0.19077172270248025) | > loss_disc_real_2: 0.14737088978290558 (0.18803105153024102) | > loss_disc_real_3: 0.17869490385055542 (0.20492047381626635) | > loss_disc_real_4: 0.18186399340629578 (0.1958183680906393) | > loss_disc_real_5: 0.16401174664497375 (0.20826373063841244) | > loss_0: 1.994272232055664 (2.204113401700316) | > grad_norm_0: tensor(24.2453, device='cuda:0') (tensor(21.2601, device='cuda:0')) | > loss_gen: 2.9663772583007812 (2.7609646018415575) | > loss_kl: 1.6173762083053589 (1.713870927756531) | > loss_feat: 9.433066368103027 (8.24291467527806) | > loss_mel: 14.672273635864258 (12.990266490364355) | > loss_duration: 1.6674222946166992 (1.6725326240322995) | > amp_scaler: 256.0 (285.43813682678314) | > loss_1: 30.356517791748047 (27.38054933783963) | > grad_norm_1: tensor(530.6486, device='cuda:0') (tensor(384.9478, device='cuda:0')) | > current_lr_0: 0.00019129458793556815 | > current_lr_1: 0.00019129458793556815 | > step_time: 0.8688 (0.8478231749333325) | > loader_time: 0.0103 (0.009717096234339646)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.195906162261963 (2.195906162261963) | > loss_disc_real_0: 0.10570473223924637 (0.10570473223924637) | > loss_disc_real_1: 0.17683659493923187 (0.17683659493923187) | > loss_disc_real_2: 0.2334861308336258 (0.2334861308336258) | > loss_disc_real_3: 0.26232945919036865 (0.26232945919036865) | > loss_disc_real_4: 0.23456791043281555 (0.23456791043281555) | > loss_disc_real_5: 0.2738572359085083 (0.2738572359085083) | > loss_0: 2.195906162261963 (2.195906162261963) | > loss_gen: 2.8854455947875977 (2.8854455947875977) | > loss_kl: 2.05572509765625 (2.05572509765625) | > loss_feat: 8.756502151489258 (8.756502151489258) | > loss_mel: 14.810586929321289 (14.810586929321289) | > loss_duration: 1.7204699516296387 (1.7204699516296387) | > loss_1: 30.228729248046875 (30.228729248046875)  --> STEP: 1 | > loss_disc: 2.2784528732299805 (2.2784528732299805) | > loss_disc_real_0: 0.11478067189455032 (0.11478067189455032) | > loss_disc_real_1: 0.18137040734291077 (0.18137040734291077) | > loss_disc_real_2: 0.2284899204969406 (0.2284899204969406) | > loss_disc_real_3: 0.2577421963214874 (0.2577421963214874) | > loss_disc_real_4: 0.21617916226387024 (0.21617916226387024) | > loss_disc_real_5: 0.23709771037101746 (0.23709771037101746) | > loss_0: 2.2784528732299805 (2.2784528732299805) | > loss_gen: 2.6738343238830566 (2.6738343238830566) | > loss_kl: 2.19071626663208 (2.19071626663208) | > loss_feat: 8.19747257232666 (8.19747257232666) | > loss_mel: 13.483345031738281 (13.483345031738281) | > loss_duration: 1.8168034553527832 (1.8168034553527832) | > loss_1: 28.362171173095703 (28.362171173095703)  --> STEP: 2 | > loss_disc: 2.1820998191833496 (2.230276346206665) | > loss_disc_real_0: 0.11047546565532684 (0.11262806877493858) | > loss_disc_real_1: 0.1852579116821289 (0.18331415951251984) | > loss_disc_real_2: 0.19732654094696045 (0.21290823072195053) | > loss_disc_real_3: 0.24765098094940186 (0.25269658863544464) | > loss_disc_real_4: 0.20681247115135193 (0.21149581670761108) | > loss_disc_real_5: 0.25036072731018066 (0.24372921884059906) | > loss_0: 2.1820998191833496 (2.230276346206665) | > loss_gen: 2.7802467346191406 (2.7270405292510986) | > loss_kl: 1.962652564048767 (2.0766844153404236) | > loss_feat: 8.372766494750977 (8.285119533538818) | > loss_mel: 13.979205131530762 (13.731275081634521) | > loss_duration: 1.8630554676055908 (1.839929461479187) | > loss_1: 28.957927703857422 (28.660049438476562)  --> STEP: 3 | > loss_disc: 2.1732847690582275 (2.2112791538238525) | > loss_disc_real_0: 0.11388134211301804 (0.1130458265542984) | > loss_disc_real_1: 0.17005637288093567 (0.1788948973019918) | > loss_disc_real_2: 0.2075563669204712 (0.21112427612145743) | > loss_disc_real_3: 0.26013022661209106 (0.25517446796099347) | > loss_disc_real_4: 0.24556776881217957 (0.22285313407580057) | > loss_disc_real_5: 0.27245640754699707 (0.2533049484093984) | > loss_0: 2.1732847690582275 (2.2112791538238525) | > loss_gen: 2.9330267906188965 (2.7957026163736978) | > loss_kl: 2.1418240070343018 (2.0983976125717163) | > loss_feat: 9.209537506103516 (8.59325885772705) | > loss_mel: 14.229995727539062 (13.897515296936035) | > loss_duration: 1.8124991655349731 (1.8307860294977825) | > loss_1: 30.32688331604004 (29.215660730997723)  --> STEP: 4 | > loss_disc: 2.289827346801758 (2.230916202068329) | > loss_disc_real_0: 0.12416108697652817 (0.11582464165985584) | > loss_disc_real_1: 0.19248297810554504 (0.1822919175028801) | > loss_disc_real_2: 0.22250612080097198 (0.21396973729133606) | > loss_disc_real_3: 0.25968989729881287 (0.2563033252954483) | > loss_disc_real_4: 0.20861051976680756 (0.21929248049855232) | > loss_disc_real_5: 0.25656282901763916 (0.2541194185614586) | > loss_0: 2.289827346801758 (2.230916202068329) | > loss_gen: 2.6792821884155273 (2.7665975093841553) | > loss_kl: 1.7617870569229126 (2.0142449736595154) | > loss_feat: 7.638078212738037 (8.354463696479797) | > loss_mel: 12.776871681213379 (13.617354393005371) | > loss_duration: 1.7606298923492432 (1.8132469952106476) | > loss_1: 26.616647720336914 (28.56590747833252) --> EVAL PERFORMANCE | > avg_loader_time: 0.283505380153656 (+0.007414042949676514) | > avg_loss_disc: 2.230916202068329 (-0.026479005813598633) | > avg_loss_disc_real_0: 0.11582464165985584 (-0.03663084842264652) | > avg_loss_disc_real_1: 0.1822919175028801 (-0.000241890549659729) | > avg_loss_disc_real_2: 0.21396973729133606 (-0.01979193463921547) | > avg_loss_disc_real_3: 0.2563033252954483 (+0.08785660564899445) | > avg_loss_disc_real_4: 0.21929248049855232 (-0.05145866051316261) | > avg_loss_disc_real_5: 0.2541194185614586 (+0.0055244602262973785) | > avg_loss_0: 2.230916202068329 (-0.026479005813598633) | > avg_loss_gen: 2.7665975093841553 (-0.10906875133514404) | > avg_loss_kl: 2.0142449736595154 (-0.06116354465484619) | > avg_loss_feat: 8.354463696479797 (+0.5106637477874756) | > avg_loss_mel: 13.617354393005371 (+0.1899266242980957) | > avg_loss_duration: 1.8132469952106476 (-0.016838759183883667) | > avg_loss_1: 28.56590747833252 (+0.513519287109375)  > EPOCH: 357/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 04:28:42)   --> TIME: 2025-05-11 04:28:55 -- STEP: 12/725 -- GLOBAL_STEP: 304700 | > loss_disc: 2.2275454998016357 (2.2360786596934) | > loss_disc_real_0: 0.16220714151859283 (0.1577421147376299) | > loss_disc_real_1: 0.188187375664711 (0.19154799108703932) | > loss_disc_real_2: 0.19004593789577484 (0.18620208154122034) | > loss_disc_real_3: 0.22319361567497253 (0.20787137870987257) | > loss_disc_real_4: 0.193147674202919 (0.19647160917520523) | > loss_disc_real_5: 0.2082059234380722 (0.21079184859991074) | > loss_0: 2.2275454998016357 (2.2360786596934) | > grad_norm_0: tensor(20.2668, device='cuda:0') (tensor(25.1731, device='cuda:0')) | > loss_gen: 2.7727129459381104 (2.748997370402018) | > loss_kl: 1.8555833101272583 (1.754056990146637) | > loss_feat: 7.994560718536377 (8.02246348063151) | > loss_mel: 13.03991985321045 (13.023543993631998) | > loss_duration: 1.6981672048568726 (1.6726275185743968) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.360944747924805 (27.221689224243164) | > grad_norm_1: tensor(83.5043, device='cuda:0') (tensor(427.7988, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8475 (0.8304058114687601) | > loader_time: 0.0098 (0.009559571743011475)  --> TIME: 2025-05-11 04:29:38 -- STEP: 62/725 -- GLOBAL_STEP: 304750 | > loss_disc: 2.1985363960266113 (2.211349441159157) | > loss_disc_real_0: 0.1229032352566719 (0.1414049828965818) | > loss_disc_real_1: 0.19151368737220764 (0.1929648838216259) | > loss_disc_real_2: 0.17978674173355103 (0.1873446114120945) | > loss_disc_real_3: 0.19307908415794373 (0.2045607283230751) | > loss_disc_real_4: 0.18270640075206757 (0.19518179182083376) | > loss_disc_real_5: 0.21779662370681763 (0.21112890205075663) | > loss_0: 2.1985363960266113 (2.211349441159157) | > grad_norm_0: tensor(33.6344, device='cuda:0') (tensor(21.7742, device='cuda:0')) | > loss_gen: 2.6301393508911133 (2.753696087867983) | > loss_kl: 1.7341530323028564 (1.7309614131527562) | > loss_feat: 8.440367698669434 (8.282490414957849) | > loss_mel: 13.616960525512695 (13.073604922140799) | > loss_duration: 1.7138681411743164 (1.6700690504043334) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.135486602783203 (27.51082165010514) | > grad_norm_1: tensor(502.0409, device='cuda:0') (tensor(386.7872, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8407 (0.8453201670800486) | > loader_time: 0.0097 (0.009929464709374213)  --> TIME: 2025-05-11 04:30:21 -- STEP: 112/725 -- GLOBAL_STEP: 304800 | > loss_disc: 2.3049476146698 (2.2209164755684987) | > loss_disc_real_0: 0.14866942167282104 (0.14059327722394038) | > loss_disc_real_1: 0.24408355355262756 (0.19433955103158956) | > loss_disc_real_2: 0.2011522501707077 (0.18909529396998032) | > loss_disc_real_3: 0.18485726416110992 (0.20592310040124825) | > loss_disc_real_4: 0.18204160034656525 (0.19620867100145137) | > loss_disc_real_5: 0.20994742214679718 (0.2103587862636362) | > loss_0: 2.3049476146698 (2.2209164755684987) | > grad_norm_0: tensor(15.9855, device='cuda:0') (tensor(21.5957, device='cuda:0')) | > loss_gen: 2.628276824951172 (2.744309359363148) | > loss_kl: 1.6408873796463013 (1.7134674798165048) | > loss_feat: 8.129119873046875 (8.1870282122067) | > loss_mel: 12.407464027404785 (12.972494925771441) | > loss_duration: 1.6798384189605713 (1.6736215065632547) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.485586166381836 (27.290921126093185) | > grad_norm_1: tensor(490.9027, device='cuda:0') (tensor(397.1595, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.835 (0.8473912285906928) | > loader_time: 0.0098 (0.009908275944846013)  --> TIME: 2025-05-11 04:31:04 -- STEP: 162/725 -- GLOBAL_STEP: 304850 | > loss_disc: 2.139183521270752 (2.216762360231376) | > loss_disc_real_0: 0.1411953717470169 (0.13970561780863341) | > loss_disc_real_1: 0.20995204150676727 (0.19360548322215493) | > loss_disc_real_2: 0.17088931798934937 (0.1885145587133772) | > loss_disc_real_3: 0.1870172917842865 (0.20635018755256393) | > loss_disc_real_4: 0.17076340317726135 (0.19623539504813567) | > loss_disc_real_5: 0.20921991765499115 (0.209691343392119) | > loss_0: 2.139183521270752 (2.216762360231376) | > grad_norm_0: tensor(37.0771, device='cuda:0') (tensor(21.7652, device='cuda:0')) | > loss_gen: 2.6895151138305664 (2.747331298427817) | > loss_kl: 1.837621808052063 (1.7328829941926178) | > loss_feat: 8.639873504638672 (8.219437057589305) | > loss_mel: 14.043033599853516 (13.009420859960862) | > loss_duration: 1.623865008354187 (1.6736083818070682) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.83390998840332 (27.382680421994056) | > grad_norm_1: tensor(632.9964, device='cuda:0') (tensor(411.6138, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.829 (0.8492751415864921) | > loader_time: 0.0102 (0.009949536971104)  --> TIME: 2025-05-11 04:31:48 -- STEP: 212/725 -- GLOBAL_STEP: 304900 | > loss_disc: 2.423433780670166 (2.221803036500823) | > loss_disc_real_0: 0.14521393179893494 (0.14072129169022146) | > loss_disc_real_1: 0.20770534873008728 (0.19344751480615363) | > loss_disc_real_2: 0.2263110727071762 (0.18918371840186832) | > loss_disc_real_3: 0.1995486617088318 (0.20594167793696783) | > loss_disc_real_4: 0.20843777060508728 (0.19642883546228684) | > loss_disc_real_5: 0.20508605241775513 (0.2096170610836092) | > loss_0: 2.423433780670166 (2.221803036500823) | > grad_norm_0: tensor(17.4524, device='cuda:0') (tensor(21.8630, device='cuda:0')) | > loss_gen: 2.4219346046447754 (2.742024502664242) | > loss_kl: 1.7686285972595215 (1.7356773373090997) | > loss_feat: 6.730409622192383 (8.194357919243142) | > loss_mel: 10.234375953674316 (12.967710121622625) | > loss_duration: 1.6954090595245361 (1.6736247112166207) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.850757598876953 (27.313394492527223) | > grad_norm_1: tensor(373.7362, device='cuda:0') (tensor(404.3260, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8381 (0.8492779855458241) | > loader_time: 0.0104 (0.009943994711030206)  --> TIME: 2025-05-11 04:32:31 -- STEP: 262/725 -- GLOBAL_STEP: 304950 | > loss_disc: 2.2368736267089844 (2.2236812005516224) | > loss_disc_real_0: 0.1515585035085678 (0.14402993381705909) | > loss_disc_real_1: 0.18660253286361694 (0.19284759939626883) | > loss_disc_real_2: 0.190037801861763 (0.18908486833781682) | > loss_disc_real_3: 0.219272643327713 (0.20586597168718584) | > loss_disc_real_4: 0.19926820695400238 (0.19652996149681912) | > loss_disc_real_5: 0.2419508993625641 (0.21000142884618453) | > loss_0: 2.2368736267089844 (2.2236812005516224) | > grad_norm_0: tensor(18.6602, device='cuda:0') (tensor(21.3810, device='cuda:0')) | > loss_gen: 2.7601332664489746 (2.742506674227824) | > loss_kl: 1.7520098686218262 (1.7350996623512442) | > loss_feat: 7.542581081390381 (8.206848038971874) | > loss_mel: 11.708894729614258 (12.975473633249297) | > loss_duration: 1.663260579109192 (1.6743923325575034) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.426881790161133 (27.33432033771777) | > grad_norm_1: tensor(493.6200, device='cuda:0') (tensor(403.9198, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8939 (0.8481371748538418) | > loader_time: 0.0106 (0.009942749984391775)  --> TIME: 2025-05-11 04:33:14 -- STEP: 312/725 -- GLOBAL_STEP: 305000 | > loss_disc: 2.1848928928375244 (2.220950164091893) | > loss_disc_real_0: 0.09645863622426987 (0.14392795657309207) | > loss_disc_real_1: 0.17904801666736603 (0.1926361647171851) | > loss_disc_real_2: 0.20254796743392944 (0.18935815072976622) | > loss_disc_real_3: 0.18389274179935455 (0.20578222229885748) | > loss_disc_real_4: 0.21736456453800201 (0.19610926738152154) | > loss_disc_real_5: 0.18419358134269714 (0.2093588491089833) | > loss_0: 2.1848928928375244 (2.220950164091893) | > grad_norm_0: tensor(7.9667, device='cuda:0') (tensor(21.2174, device='cuda:0')) | > loss_gen: 2.8056015968322754 (2.7453784415355105) | > loss_kl: 1.8228724002838135 (1.727936008037665) | > loss_feat: 8.884531021118164 (8.2082728926952) | > loss_mel: 13.458608627319336 (12.981615405816298) | > loss_duration: 1.6587306261062622 (1.6737023874735217) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.63034439086914 (27.33690516765301) | > grad_norm_1: tensor(415.8863, device='cuda:0') (tensor(402.3688, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8459 (0.8478907560690855) | > loader_time: 0.0099 (0.009964914658130741) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_305000.pth  --> TIME: 2025-05-11 04:33:59 -- STEP: 362/725 -- GLOBAL_STEP: 305050 | > loss_disc: 2.1095972061157227 (2.217910199534168) | > loss_disc_real_0: 0.11260174959897995 (0.14306309975642523) | > loss_disc_real_1: 0.1962827742099762 (0.19216417669426655) | > loss_disc_real_2: 0.20648352801799774 (0.18930801135894343) | > loss_disc_real_3: 0.22308433055877686 (0.205654156924282) | > loss_disc_real_4: 0.1822165846824646 (0.1957727796218014) | > loss_disc_real_5: 0.2149546891450882 (0.20894551738191047) | > loss_0: 2.1095972061157227 (2.217910199534168) | > grad_norm_0: tensor(34.9241, device='cuda:0') (tensor(21.5538, device='cuda:0')) | > loss_gen: 3.005859375 (2.7475612690435605) | > loss_kl: 1.8293224573135376 (1.7287289862474684) | > loss_feat: 9.5510892868042 (8.220928186869742) | > loss_mel: 14.771198272705078 (12.98315611465201) | > loss_duration: 1.614453911781311 (1.6724864359718656) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.77192497253418 (27.35286100925003) | > grad_norm_1: tensor(615.9521, device='cuda:0') (tensor(407.7006, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.852 (0.848371724397438) | > loader_time: 0.0095 (0.009912403248950265)  --> TIME: 2025-05-11 04:34:42 -- STEP: 412/725 -- GLOBAL_STEP: 305100 | > loss_disc: 2.348827600479126 (2.214793766297183) | > loss_disc_real_0: 0.1553739607334137 (0.14198976002850563) | > loss_disc_real_1: 0.22337928414344788 (0.19197371374200836) | > loss_disc_real_2: 0.21213315427303314 (0.18909971021766803) | > loss_disc_real_3: 0.20671293139457703 (0.20543333765083147) | > loss_disc_real_4: 0.22220741212368011 (0.19583542865601564) | > loss_disc_real_5: 0.18546712398529053 (0.20868586318440807) | > loss_0: 2.348827600479126 (2.214793766297183) | > grad_norm_0: tensor(17.2887, device='cuda:0') (tensor(21.3036, device='cuda:0')) | > loss_gen: 2.4363112449645996 (2.750423160571498) | > loss_kl: 1.7602200508117676 (1.7301346095441614) | > loss_feat: 6.903672218322754 (8.225459926336706) | > loss_mel: 11.087723731994629 (12.976283170644518) | > loss_duration: 1.6920357942581177 (1.6730413488971374) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.87996482849121 (27.355342253897955) | > grad_norm_1: tensor(346.1533, device='cuda:0') (tensor(405.6294, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8669 (0.8483122373090207) | > loader_time: 0.0097 (0.0098753305314814)  --> TIME: 2025-05-11 04:35:25 -- STEP: 462/725 -- GLOBAL_STEP: 305150 | > loss_disc: 2.1690306663513184 (2.214049626480449) | > loss_disc_real_0: 0.13382568955421448 (0.14128552009532958) | > loss_disc_real_1: 0.19847647845745087 (0.19198503683913826) | > loss_disc_real_2: 0.20097848773002625 (0.1892696584522466) | > loss_disc_real_3: 0.20109406113624573 (0.2052855793209303) | > loss_disc_real_4: 0.189740389585495 (0.19550512102130177) | > loss_disc_real_5: 0.1810474544763565 (0.20879942040035734) | > loss_0: 2.1690306663513184 (2.214049626480449) | > grad_norm_0: tensor(15.1199, device='cuda:0') (tensor(20.9819, device='cuda:0')) | > loss_gen: 2.7773053646087646 (2.7505968540777905) | > loss_kl: 1.7743130922317505 (1.7280844354526306) | > loss_feat: 8.008213996887207 (8.230738196022061) | > loss_mel: 12.635343551635742 (12.982582936555275) | > loss_duration: 1.7024359703063965 (1.6725766284641246) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.897611618041992 (27.364579085147742) | > grad_norm_1: tensor(458.7535, device='cuda:0') (tensor(400.3090, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.7929 (0.8478173647092019) | > loader_time: 0.0097 (0.0098520852786638)  --> TIME: 2025-05-11 04:36:08 -- STEP: 512/725 -- GLOBAL_STEP: 305200 | > loss_disc: 2.03002667427063 (2.2138860535342246) | > loss_disc_real_0: 0.10076922178268433 (0.1410870412219081) | > loss_disc_real_1: 0.1696053445339203 (0.19161485202494066) | > loss_disc_real_2: 0.16820703446865082 (0.1891836641880218) | > loss_disc_real_3: 0.18039259314537048 (0.2054178041871637) | > loss_disc_real_4: 0.16836059093475342 (0.19571229474968282) | > loss_disc_real_5: 0.18783265352249146 (0.20879760783282109) | > loss_0: 2.03002667427063 (2.2138860535342246) | > grad_norm_0: tensor(15.2430, device='cuda:0') (tensor(21.2346, device='cuda:0')) | > loss_gen: 2.9558205604553223 (2.7525237933732583) | > loss_kl: 1.7838786840438843 (1.729201226029545) | > loss_feat: 9.608327865600586 (8.233014376834028) | > loss_mel: 13.991862297058105 (12.993548825383185) | > loss_duration: 1.6090359687805176 (1.6728012149687854) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.948923110961914 (27.381089456379414) | > grad_norm_1: tensor(132.4923, device='cuda:0') (tensor(400.2425, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8624 (0.8481015004217625) | > loader_time: 0.01 (0.009868253488093615)  --> TIME: 2025-05-11 04:36:52 -- STEP: 562/725 -- GLOBAL_STEP: 305250 | > loss_disc: 2.127065896987915 (2.2114838465677025) | > loss_disc_real_0: 0.16602139174938202 (0.1404223990663089) | > loss_disc_real_1: 0.19489333033561707 (0.19126090142226287) | > loss_disc_real_2: 0.19437116384506226 (0.18883187684406166) | > loss_disc_real_3: 0.2391345202922821 (0.20554678985232563) | > loss_disc_real_4: 0.21266262233257294 (0.19553710920636772) | > loss_disc_real_5: 0.21660888195037842 (0.20911238801224796) | > loss_0: 2.127065896987915 (2.2114838465677025) | > grad_norm_0: tensor(23.2762, device='cuda:0') (tensor(21.0237, device='cuda:0')) | > loss_gen: 2.9783058166503906 (2.755289266966417) | > loss_kl: 1.7691088914871216 (1.7315900134870585) | > loss_feat: 9.400219917297363 (8.25466867952584) | > loss_mel: 13.593194007873535 (13.022579047179306) | > loss_duration: 1.6480997800827026 (1.6729249286057686) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.38892936706543 (27.437051946158086) | > grad_norm_1: tensor(440.1353, device='cuda:0') (tensor(393.7791, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8906 (0.8481443976168106) | > loader_time: 0.0096 (0.009874783376781963)  --> TIME: 2025-05-11 04:37:35 -- STEP: 612/725 -- GLOBAL_STEP: 305300 | > loss_disc: 2.324394702911377 (2.209650985750496) | > loss_disc_real_0: 0.1447335034608841 (0.1397478277338485) | > loss_disc_real_1: 0.1991424262523651 (0.19111879783518163) | > loss_disc_real_2: 0.20246799290180206 (0.18881585991947483) | > loss_disc_real_3: 0.22044964134693146 (0.20522948761099305) | > loss_disc_real_4: 0.24535267055034637 (0.19554780004850417) | > loss_disc_real_5: 0.20680302381515503 (0.20910745873755093) | > loss_0: 2.324394702911377 (2.209650985750496) | > grad_norm_0: tensor(19.1751, device='cuda:0') (tensor(21.0685, device='cuda:0')) | > loss_gen: 2.571577787399292 (2.757799157519746) | > loss_kl: 1.6981875896453857 (1.7352800776366315) | > loss_feat: 7.347324848175049 (8.269578043931448) | > loss_mel: 11.92898941040039 (13.049096405116565) | > loss_duration: 1.617692232131958 (1.672572554131739) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.163772583007812 (27.484326241063137) | > grad_norm_1: tensor(400.3622, device='cuda:0') (tensor(396.1673, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8202 (0.848621029090258) | > loader_time: 0.0088 (0.009881894183314697)  --> TIME: 2025-05-11 04:38:18 -- STEP: 662/725 -- GLOBAL_STEP: 305350 | > loss_disc: 2.2366883754730225 (2.2109602039674248) | > loss_disc_real_0: 0.1907794326543808 (0.1401534228391516) | > loss_disc_real_1: 0.2000233232975006 (0.1910192842885085) | > loss_disc_real_2: 0.20442485809326172 (0.18883345039769597) | > loss_disc_real_3: 0.18141834437847137 (0.2053086922428039) | > loss_disc_real_4: 0.20765362679958344 (0.1956004653002201) | > loss_disc_real_5: 0.22077645361423492 (0.2092290981658635) | > loss_0: 2.2366883754730225 (2.2109602039674248) | > grad_norm_0: tensor(36.3232, device='cuda:0') (tensor(21.1276, device='cuda:0')) | > loss_gen: 2.8208303451538086 (2.756075974317478) | > loss_kl: 1.865708351135254 (1.7334607727938187) | > loss_feat: 8.136316299438477 (8.252297510913483) | > loss_mel: 13.192403793334961 (13.042393170094561) | > loss_duration: 1.6913539171218872 (1.6730061616422194) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.706613540649414 (27.45723359030179) | > grad_norm_1: tensor(439.6870, device='cuda:0') (tensor(395.1304, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8709 (0.8490287785803804) | > loader_time: 0.0096 (0.00992256456991697)  --> TIME: 2025-05-11 04:39:02 -- STEP: 712/725 -- GLOBAL_STEP: 305400 | > loss_disc: 2.1017119884490967 (2.210027704245589) | > loss_disc_real_0: 0.12591461837291718 (0.13952850195673394) | > loss_disc_real_1: 0.17144794762134552 (0.1909401904205592) | > loss_disc_real_2: 0.1921769380569458 (0.1887222765369361) | > loss_disc_real_3: 0.19052782654762268 (0.2053231799954109) | > loss_disc_real_4: 0.19944213330745697 (0.1957337422024334) | > loss_disc_real_5: 0.2147127389907837 (0.2091565587756673) | > loss_0: 2.1017119884490967 (2.210027704245589) | > grad_norm_0: tensor(19.6963, device='cuda:0') (tensor(21.0777, device='cuda:0')) | > loss_gen: 2.761631488800049 (2.757814175627208) | > loss_kl: 1.756993055343628 (1.7310294698128539) | > loss_feat: 9.088301658630371 (8.256648707925597) | > loss_mel: 14.568290710449219 (13.058590622430437) | > loss_duration: 1.6612226963043213 (1.672493760337991) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.83643913269043 (27.476576738143237) | > grad_norm_1: tensor(464.3017, device='cuda:0') (tensor(396.1362, device='cuda:0')) | > current_lr_0: 0.0001912706761120762 | > current_lr_1: 0.0001912706761120762 | > step_time: 0.8331 (0.8491285342848702) | > loader_time: 0.0098 (0.009931358393658411)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.445916175842285 (2.445916175842285) | > loss_disc_real_0: 0.15949691832065582 (0.15949691832065582) | > loss_disc_real_1: 0.2203977257013321 (0.2203977257013321) | > loss_disc_real_2: 0.2260913997888565 (0.2260913997888565) | > loss_disc_real_3: 0.20315460860729218 (0.20315460860729218) | > loss_disc_real_4: 0.23512637615203857 (0.23512637615203857) | > loss_disc_real_5: 0.2117491364479065 (0.2117491364479065) | > loss_0: 2.445916175842285 (2.445916175842285) | > loss_gen: 2.3770923614501953 (2.3770923614501953) | > loss_kl: 2.052826166152954 (2.052826166152954) | > loss_feat: 6.904167175292969 (6.904167175292969) | > loss_mel: 11.988110542297363 (11.988110542297363) | > loss_duration: 1.7114982604980469 (1.7114982604980469) | > loss_1: 25.033693313598633 (25.033693313598633)  --> STEP: 1 | > loss_disc: 2.3051459789276123 (2.3051459789276123) | > loss_disc_real_0: 0.12061191350221634 (0.12061191350221634) | > loss_disc_real_1: 0.1970939189195633 (0.1970939189195633) | > loss_disc_real_2: 0.22255311906337738 (0.22255311906337738) | > loss_disc_real_3: 0.19281546771526337 (0.19281546771526337) | > loss_disc_real_4: 0.22038669884204865 (0.22038669884204865) | > loss_disc_real_5: 0.1876762956380844 (0.1876762956380844) | > loss_0: 2.3051459789276123 (2.3051459789276123) | > loss_gen: 2.5082571506500244 (2.5082571506500244) | > loss_kl: 2.3090286254882812 (2.3090286254882812) | > loss_feat: 8.183238983154297 (8.183238983154297) | > loss_mel: 15.30068302154541 (15.30068302154541) | > loss_duration: 1.8215148448944092 (1.8215148448944092) | > loss_1: 30.12272071838379 (30.12272071838379)  --> STEP: 2 | > loss_disc: 2.304980993270874 (2.305063486099243) | > loss_disc_real_0: 0.13218793272972107 (0.1263999231159687) | > loss_disc_real_1: 0.19338779151439667 (0.19524085521697998) | > loss_disc_real_2: 0.21104851365089417 (0.21680081635713577) | > loss_disc_real_3: 0.19282592833042145 (0.1928206980228424) | > loss_disc_real_4: 0.23728905618190765 (0.22883787751197815) | > loss_disc_real_5: 0.18001119792461395 (0.18384374678134918) | > loss_0: 2.304980993270874 (2.305063486099243) | > loss_gen: 2.513338327407837 (2.5107977390289307) | > loss_kl: 2.022441864013672 (2.1657352447509766) | > loss_feat: 7.876508712768555 (8.029873847961426) | > loss_mel: 13.852105140686035 (14.576394081115723) | > loss_duration: 1.8519115447998047 (1.836713194847107) | > loss_1: 28.11630630493164 (29.119513511657715)  --> STEP: 3 | > loss_disc: 2.329084634780884 (2.31307053565979) | > loss_disc_real_0: 0.14175637066364288 (0.13151873896519342) | > loss_disc_real_1: 0.20661070942878723 (0.19903080662091574) | > loss_disc_real_2: 0.20594343543052673 (0.21318168938159943) | > loss_disc_real_3: 0.186525359749794 (0.19072225193182626) | > loss_disc_real_4: 0.24374741315841675 (0.23380772272745767) | > loss_disc_real_5: 0.18046489357948303 (0.18271746238072714) | > loss_0: 2.329084634780884 (2.31307053565979) | > loss_gen: 2.42285418510437 (2.481483221054077) | > loss_kl: 2.1172187328338623 (2.1495630741119385) | > loss_feat: 6.793342113494873 (7.617696603139241) | > loss_mel: 12.473793983459473 (13.875527381896973) | > loss_duration: 1.821967363357544 (1.8317979176839192) | > loss_1: 25.629175186157227 (27.95606740315755)  --> STEP: 4 | > loss_disc: 2.237609386444092 (2.2942052483558655) | > loss_disc_real_0: 0.10995887964963913 (0.12612877413630486) | > loss_disc_real_1: 0.17281721532344818 (0.19247740879654884) | > loss_disc_real_2: 0.20289917290210724 (0.21061106026172638) | > loss_disc_real_3: 0.1767025738954544 (0.1872173324227333) | > loss_disc_real_4: 0.20406799018383026 (0.22637278959155083) | > loss_disc_real_5: 0.16975215077400208 (0.17947613447904587) | > loss_0: 2.237609386444092 (2.2942052483558655) | > loss_gen: 2.5637712478637695 (2.5020552277565002) | > loss_kl: 1.800504207611084 (2.062298357486725) | > loss_feat: 9.950296401977539 (8.200846552848816) | > loss_mel: 14.794483184814453 (14.105266332626343) | > loss_duration: 1.763485312461853 (1.8147197663784027) | > loss_1: 30.872539520263672 (28.685185432434082) --> EVAL PERFORMANCE | > avg_loader_time: 0.2825416326522827 (-0.000963747501373291) | > avg_loss_disc: 2.2942052483558655 (+0.06328904628753662) | > avg_loss_disc_real_0: 0.12612877413630486 (+0.010304132476449013) | > avg_loss_disc_real_1: 0.19247740879654884 (+0.010185491293668747) | > avg_loss_disc_real_2: 0.21061106026172638 (-0.00335867702960968) | > avg_loss_disc_real_3: 0.1872173324227333 (-0.069085992872715) | > avg_loss_disc_real_4: 0.22637278959155083 (+0.007080309092998505) | > avg_loss_disc_real_5: 0.17947613447904587 (-0.07464328408241272) | > avg_loss_0: 2.2942052483558655 (+0.06328904628753662) | > avg_loss_gen: 2.5020552277565002 (-0.26454228162765503) | > avg_loss_kl: 2.062298357486725 (+0.04805338382720947) | > avg_loss_feat: 8.200846552848816 (-0.15361714363098145) | > avg_loss_mel: 14.105266332626343 (+0.4879119396209717) | > avg_loss_duration: 1.8147197663784027 (+0.001472771167755127) | > avg_loss_1: 28.685185432434082 (+0.1192779541015625)  > EPOCH: 358/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 04:39:19)   --> TIME: 2025-05-11 04:39:53 -- STEP: 37/725 -- GLOBAL_STEP: 305450 | > loss_disc: 2.224865674972534 (2.243202138591457) | > loss_disc_real_0: 0.13612589240074158 (0.13908699980458697) | > loss_disc_real_1: 0.20114965736865997 (0.19413949670018377) | > loss_disc_real_2: 0.1848175972700119 (0.1933338299796388) | > loss_disc_real_3: 0.18087086081504822 (0.2064752985496779) | > loss_disc_real_4: 0.20922942459583282 (0.19817609037901904) | > loss_disc_real_5: 0.19348716735839844 (0.2095431178002744) | > loss_0: 2.224865674972534 (2.243202138591457) | > grad_norm_0: tensor(14.0347, device='cuda:0') (tensor(21.5783, device='cuda:0')) | > loss_gen: 2.6754238605499268 (2.723012350700997) | > loss_kl: 1.6690257787704468 (1.7599403213810276) | > loss_feat: 8.384814262390137 (7.9843673448304875) | > loss_mel: 12.655320167541504 (12.831367338025892) | > loss_duration: 1.6686718463897705 (1.6727416354256706) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.05325698852539 (26.971429000029694) | > grad_norm_1: tensor(364.3218, device='cuda:0') (tensor(428.9118, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.859 (0.8500400233913112) | > loader_time: 0.0109 (0.009801432893082902)  --> TIME: 2025-05-11 04:40:36 -- STEP: 87/725 -- GLOBAL_STEP: 305500 | > loss_disc: 2.263895273208618 (2.224818084431791) | > loss_disc_real_0: 0.16392236948013306 (0.13865712122327975) | > loss_disc_real_1: 0.1828964650630951 (0.19169844806879416) | > loss_disc_real_2: 0.18152107298374176 (0.19147100016988552) | > loss_disc_real_3: 0.1875351518392563 (0.20663213147514167) | > loss_disc_real_4: 0.20247411727905273 (0.19708097100942984) | > loss_disc_real_5: 0.22867964208126068 (0.20639652270695258) | > loss_0: 2.263895273208618 (2.224818084431791) | > grad_norm_0: tensor(28.1653, device='cuda:0') (tensor(21.5819, device='cuda:0')) | > loss_gen: 2.6177406311035156 (2.740224854699497) | > loss_kl: 1.7923791408538818 (1.7524409198212898) | > loss_feat: 7.9337897300720215 (8.120007060040006) | > loss_mel: 13.796701431274414 (12.980769464339334) | > loss_duration: 1.6370790004730225 (1.6718064341051826) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.77768898010254 (27.26524859461291) | > grad_norm_1: tensor(481.9582, device='cuda:0') (tensor(416.8378, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.833 (0.8514247844959127) | > loader_time: 0.0099 (0.010021132984380612)  --> TIME: 2025-05-11 04:41:20 -- STEP: 137/725 -- GLOBAL_STEP: 305550 | > loss_disc: 2.0050950050354004 (2.215593896643088) | > loss_disc_real_0: 0.09777563810348511 (0.13754419427718553) | > loss_disc_real_1: 0.16650405526161194 (0.19146791763984375) | > loss_disc_real_2: 0.1700129210948944 (0.1900876451582804) | > loss_disc_real_3: 0.2072811871767044 (0.2063022171058794) | > loss_disc_real_4: 0.1881454586982727 (0.1969594752048924) | > loss_disc_real_5: 0.19407153129577637 (0.2068426004291451) | > loss_0: 2.0050950050354004 (2.215593896643088) | > grad_norm_0: tensor(27.1627, device='cuda:0') (tensor(22.2055, device='cuda:0')) | > loss_gen: 2.9156458377838135 (2.7600353808298608) | > loss_kl: 1.662452220916748 (1.7522609051126634) | > loss_feat: 10.05618667602539 (8.212360865878367) | > loss_mel: 14.368182182312012 (13.109102987024905) | > loss_duration: 1.6599512100219727 (1.6718065982317403) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.662418365478516 (27.505566659635) | > grad_norm_1: tensor(570.8356, device='cuda:0') (tensor(421.0111, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8184 (0.8507418789132668) | > loader_time: 0.0087 (0.009991656254677876)  --> TIME: 2025-05-11 04:42:03 -- STEP: 187/725 -- GLOBAL_STEP: 305600 | > loss_disc: 2.257749319076538 (2.216188892323703) | > loss_disc_real_0: 0.15054206550121307 (0.13948106391225912) | > loss_disc_real_1: 0.18935942649841309 (0.19188940548960537) | > loss_disc_real_2: 0.20740096271038055 (0.18974237574294286) | > loss_disc_real_3: 0.22019635140895844 (0.20551294494758954) | > loss_disc_real_4: 0.19522397220134735 (0.19676106347438493) | > loss_disc_real_5: 0.20390141010284424 (0.206441289043044) | > loss_0: 2.257749319076538 (2.216188892323703) | > grad_norm_0: tensor(23.3250, device='cuda:0') (tensor(23.0711, device='cuda:0')) | > loss_gen: 2.605894088745117 (2.762758455174492) | > loss_kl: 1.6855952739715576 (1.7435499378704131) | > loss_feat: 7.139141082763672 (8.231854076691494) | > loss_mel: 12.15416145324707 (13.102939325220447) | > loss_duration: 1.692824125289917 (1.6735271929419617) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.27761459350586 (27.514628925425484) | > grad_norm_1: tensor(488.4730, device='cuda:0') (tensor(424.8850, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8525 (0.8499153042859572) | > loader_time: 0.0101 (0.01001166149894184)  --> TIME: 2025-05-11 04:42:46 -- STEP: 237/725 -- GLOBAL_STEP: 305650 | > loss_disc: 2.0705485343933105 (2.213780433316773) | > loss_disc_real_0: 0.11365935206413269 (0.13846086613236605) | > loss_disc_real_1: 0.17661263048648834 (0.19177486518012823) | > loss_disc_real_2: 0.14060983061790466 (0.189262805357261) | > loss_disc_real_3: 0.19162961840629578 (0.20593022111850448) | > loss_disc_real_4: 0.2256970852613449 (0.19658867191161794) | > loss_disc_real_5: 0.1869279146194458 (0.2065211474140988) | > loss_0: 2.0705485343933105 (2.213780433316773) | > grad_norm_0: tensor(29.6437, device='cuda:0') (tensor(22.5472, device='cuda:0')) | > loss_gen: 2.9613001346588135 (2.7587741236143475) | > loss_kl: 1.9925720691680908 (1.7441135011141813) | > loss_feat: 9.165342330932617 (8.23457177278865) | > loss_mel: 13.96240234375 (13.079466783547705) | > loss_duration: 1.6651877164840698 (1.6740218566942822) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.746803283691406 (27.49094797287309) | > grad_norm_1: tensor(469.5136, device='cuda:0') (tensor(419.9818, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8185 (0.8504835492950954) | > loader_time: 0.0095 (0.010062965159677755)  --> TIME: 2025-05-11 04:43:29 -- STEP: 287/725 -- GLOBAL_STEP: 305700 | > loss_disc: 2.2885019779205322 (2.214664146044526) | > loss_disc_real_0: 0.14035485684871674 (0.13810148084932092) | > loss_disc_real_1: 0.20307739078998566 (0.19181575877948923) | > loss_disc_real_2: 0.19103221595287323 (0.18957216186182835) | > loss_disc_real_3: 0.1821025311946869 (0.20601808027938684) | > loss_disc_real_4: 0.2154306173324585 (0.19659289240006375) | > loss_disc_real_5: 0.21844477951526642 (0.2070155444357038) | > loss_0: 2.2885019779205322 (2.214664146044526) | > grad_norm_0: tensor(18.0162, device='cuda:0') (tensor(22.0022, device='cuda:0')) | > loss_gen: 2.5371925830841064 (2.753024126179127) | > loss_kl: 1.5556743144989014 (1.7407800939440312) | > loss_feat: 7.2652130126953125 (8.209861155586378) | > loss_mel: 11.8118314743042 (13.03614583164973) | > loss_duration: 1.6866145133972168 (1.674025151787735) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.85652732849121 (27.413836309718754) | > grad_norm_1: tensor(283.5217, device='cuda:0') (tensor(412.5350, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8077 (0.8495635188830439) | > loader_time: 0.0094 (0.010023007409497834)  --> TIME: 2025-05-11 04:44:12 -- STEP: 337/725 -- GLOBAL_STEP: 305750 | > loss_disc: 2.0315003395080566 (2.218236672772142) | > loss_disc_real_0: 0.09781071543693542 (0.1388806188009259) | > loss_disc_real_1: 0.15909162163734436 (0.19195283772506783) | > loss_disc_real_2: 0.1546850949525833 (0.18979676651494787) | > loss_disc_real_3: 0.19369493424892426 (0.20586507057754513) | > loss_disc_real_4: 0.1376480609178543 (0.1965369760813274) | > loss_disc_real_5: 0.21676628291606903 (0.2079454391133538) | > loss_0: 2.0315003395080566 (2.218236672772142) | > grad_norm_0: tensor(20.2889, device='cuda:0') (tensor(21.5283, device='cuda:0')) | > loss_gen: 3.0376136302948 (2.746819605105707) | > loss_kl: 1.8989204168319702 (1.7423548454346927) | > loss_feat: 9.806696891784668 (8.172922546149003) | > loss_mel: 14.925810813903809 (12.996937528208385) | > loss_duration: 1.6448116302490234 (1.6733636237039764) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.313852310180664 (27.332398134452298) | > grad_norm_1: tensor(622.7389, device='cuda:0') (tensor(399.8376, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8846 (0.8496583321681719) | > loader_time: 0.01 (0.009984901467841175)  --> TIME: 2025-05-11 04:44:56 -- STEP: 387/725 -- GLOBAL_STEP: 305800 | > loss_disc: 2.3077452182769775 (2.2161865936693257) | > loss_disc_real_0: 0.1083514615893364 (0.13901038712386315) | > loss_disc_real_1: 0.2142179012298584 (0.19207456561638106) | > loss_disc_real_2: 0.20747357606887817 (0.18937798318012733) | > loss_disc_real_3: 0.21603628993034363 (0.20567399452052998) | > loss_disc_real_4: 0.2152009755373001 (0.19654621218526083) | > loss_disc_real_5: 0.24132101237773895 (0.20732058141890733) | > loss_0: 2.3077452182769775 (2.2161865936693257) | > grad_norm_0: tensor(17.9860, device='cuda:0') (tensor(22.0019, device='cuda:0')) | > loss_gen: 2.686234474182129 (2.7517486339391652) | > loss_kl: 1.7235944271087646 (1.7432950436298853) | > loss_feat: 7.0967020988464355 (8.18752172874233) | > loss_mel: 11.901033401489258 (13.003842016215165) | > loss_duration: 1.7538268566131592 (1.6733059701377415) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.161388397216797 (27.359713320276224) | > grad_norm_1: tensor(584.5174, device='cuda:0') (tensor(406.8871, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8718 (0.8508439168757558) | > loader_time: 0.0098 (0.00999079995069086)  --> TIME: 2025-05-11 04:45:39 -- STEP: 437/725 -- GLOBAL_STEP: 305850 | > loss_disc: 2.1712629795074463 (2.212526751328383) | > loss_disc_real_0: 0.10132536292076111 (0.1384384950934068) | > loss_disc_real_1: 0.18899428844451904 (0.19167210840251417) | > loss_disc_real_2: 0.1910700798034668 (0.18916433596092716) | > loss_disc_real_3: 0.1967981457710266 (0.20545461153274822) | > loss_disc_real_4: 0.18480850756168365 (0.19614304117943654) | > loss_disc_real_5: 0.22254671156406403 (0.2071201736171404) | > loss_0: 2.1712629795074463 (2.212526751328383) | > grad_norm_0: tensor(12.4745, device='cuda:0') (tensor(21.7817, device='cuda:0')) | > loss_gen: 2.880316972732544 (2.755971856739209) | > loss_kl: 1.5993338823318481 (1.7420987092657547) | > loss_feat: 8.975204467773438 (8.216631487796183) | > loss_mel: 14.217737197875977 (13.027507912921687) | > loss_duration: 1.6303319931030273 (1.673375759844922) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.30292510986328 (27.415585664098813) | > grad_norm_1: tensor(459.2385, device='cuda:0') (tensor(406.9541, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8876 (0.8503511524855139) | > loader_time: 0.0095 (0.009989956696464498)  --> TIME: 2025-05-11 04:46:22 -- STEP: 487/725 -- GLOBAL_STEP: 305900 | > loss_disc: 2.2675395011901855 (2.213457111460467) | > loss_disc_real_0: 0.12256371974945068 (0.1383122376011383) | > loss_disc_real_1: 0.19581782817840576 (0.19160401649788428) | > loss_disc_real_2: 0.1942131072282791 (0.18903868741812888) | > loss_disc_real_3: 0.21797962486743927 (0.2055140737084638) | > loss_disc_real_4: 0.19531457126140594 (0.1961595201883962) | > loss_disc_real_5: 0.20447231829166412 (0.207632859690723) | > loss_0: 2.2675395011901855 (2.213457111460467) | > grad_norm_0: tensor(10.0994, device='cuda:0') (tensor(21.5214, device='cuda:0')) | > loss_gen: 2.730069875717163 (2.7551528878770073) | > loss_kl: 1.746968150138855 (1.742300271498349) | > loss_feat: 7.8041181564331055 (8.217273354775113) | > loss_mel: 11.688580513000488 (13.046695466403843) | > loss_duration: 1.6516139507293701 (1.6737203989675158) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.621349334716797 (27.435142309513914) | > grad_norm_1: tensor(131.7746, device='cuda:0') (tensor(404.9099, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8183 (0.850215842346881) | > loader_time: 0.0117 (0.010059322419842177)  --> TIME: 2025-05-11 04:47:05 -- STEP: 537/725 -- GLOBAL_STEP: 305950 | > loss_disc: 2.298304796218872 (2.214569339539081) | > loss_disc_real_0: 0.1632319986820221 (0.1381078195416506) | > loss_disc_real_1: 0.19092826545238495 (0.19156103191318022) | > loss_disc_real_2: 0.1953628808259964 (0.1891766703606095) | > loss_disc_real_3: 0.22418373823165894 (0.20577757906869365) | > loss_disc_real_4: 0.237570658326149 (0.19623559089013315) | > loss_disc_real_5: 0.21006225049495697 (0.2079624923802843) | > loss_0: 2.298304796218872 (2.214569339539081) | > grad_norm_0: tensor(14.5065, device='cuda:0') (tensor(21.5258, device='cuda:0')) | > loss_gen: 2.7315421104431152 (2.755269893276846) | > loss_kl: 1.5637643337249756 (1.73808229879738) | > loss_feat: 7.531455993652344 (8.216826089933592) | > loss_mel: 12.36046314239502 (13.0552669006575) | > loss_duration: 1.6963372230529785 (1.6739625144937182) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.883563995361328 (27.43940762922972) | > grad_norm_1: tensor(178.5237, device='cuda:0') (tensor(404.5914, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8492 (0.8499917735378616) | > loader_time: 0.0091 (0.010132438865675839)  --> TIME: 2025-05-11 04:47:49 -- STEP: 587/725 -- GLOBAL_STEP: 306000 | > loss_disc: 2.20409893989563 (2.2135402173362317) | > loss_disc_real_0: 0.1245959997177124 (0.13818967559420886) | > loss_disc_real_1: 0.2096748650074005 (0.1914603674127459) | > loss_disc_real_2: 0.20332738757133484 (0.18931387748182119) | > loss_disc_real_3: 0.22329923510551453 (0.2059079419815154) | > loss_disc_real_4: 0.16230714321136475 (0.19618638161906188) | > loss_disc_real_5: 0.1552949994802475 (0.20751217621960877) | > loss_0: 2.20409893989563 (2.2135402173362317) | > grad_norm_0: tensor(24.1306, device='cuda:0') (tensor(21.8742, device='cuda:0')) | > loss_gen: 2.785802125930786 (2.7581503777122167) | > loss_kl: 1.623640537261963 (1.737294308168518) | > loss_feat: 7.715806007385254 (8.227660404965656) | > loss_mel: 12.199877738952637 (13.07817183401963) | > loss_duration: 1.6605794429779053 (1.673138836782673) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.985708236694336 (27.474415699505517) | > grad_norm_1: tensor(599.1251, device='cuda:0') (tensor(410.6472, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8606 (0.8500631022087763) | > loader_time: 0.0142 (0.010158897867803893) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_306000.pth  --> TIME: 2025-05-11 04:48:34 -- STEP: 637/725 -- GLOBAL_STEP: 306050 | > loss_disc: 2.164956569671631 (2.2137167652136083) | > loss_disc_real_0: 0.13523289561271667 (0.13824473121430103) | > loss_disc_real_1: 0.17041295766830444 (0.19134481868807535) | > loss_disc_real_2: 0.17438411712646484 (0.18945779654912318) | > loss_disc_real_3: 0.2024325281381607 (0.2059146030871797) | > loss_disc_real_4: 0.1869650036096573 (0.19629564886003312) | > loss_disc_real_5: 0.22016233205795288 (0.20754000769118117) | > loss_0: 2.164956569671631 (2.2137167652136083) | > grad_norm_0: tensor(12.4254, device='cuda:0') (tensor(21.7319, device='cuda:0')) | > loss_gen: 2.681473970413208 (2.7573362310041256) | > loss_kl: 1.8700107336044312 (1.7379135743040859) | > loss_feat: 8.425512313842773 (8.223316717372388) | > loss_mel: 13.409850120544434 (13.070866153603262) | > loss_duration: 1.6470656394958496 (1.6726735843406928) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.033912658691406 (27.462106192692108) | > grad_norm_1: tensor(120.9608, device='cuda:0') (tensor(410.7559, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8442 (0.8503661582383859) | > loader_time: 0.0105 (0.01017278067919673)  --> TIME: 2025-05-11 04:49:17 -- STEP: 687/725 -- GLOBAL_STEP: 306100 | > loss_disc: 2.1712260246276855 (2.2130980814388184) | > loss_disc_real_0: 0.14757324755191803 (0.138225264207418) | > loss_disc_real_1: 0.22013452649116516 (0.19127148370295122) | > loss_disc_real_2: 0.21403901278972626 (0.1893193219426416) | > loss_disc_real_3: 0.1960357427597046 (0.20580828059708708) | > loss_disc_real_4: 0.21853366494178772 (0.19627504276309646) | > loss_disc_real_5: 0.18107524514198303 (0.20755985654684472) | > loss_0: 2.1712260246276855 (2.2130980814388184) | > grad_norm_0: tensor(15.8602, device='cuda:0') (tensor(21.6627, device='cuda:0')) | > loss_gen: 2.782259702682495 (2.7581419080625973) | > loss_kl: 1.527266263961792 (1.7385939713648826) | > loss_feat: 8.813189506530762 (8.232631773580794) | > loss_mel: 13.117395401000977 (13.077742118502291) | > loss_duration: 1.6806983947753906 (1.672638645685743) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.920808792114258 (27.47974833581472) | > grad_norm_1: tensor(518.0889, device='cuda:0') (tensor(412.0750, device='cuda:0')) | > current_lr_0: 0.00019124676727756216 | > current_lr_1: 0.00019124676727756216 | > step_time: 0.8592 (0.8494875555996294) | > loader_time: 0.0098 (0.010148343734519104)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.314549446105957 (2.314549446105957) | > loss_disc_real_0: 0.11058948189020157 (0.11058948189020157) | > loss_disc_real_1: 0.19144664704799652 (0.19144664704799652) | > loss_disc_real_2: 0.1898551732301712 (0.1898551732301712) | > loss_disc_real_3: 0.24665288627147675 (0.24665288627147675) | > loss_disc_real_4: 0.26541680097579956 (0.26541680097579956) | > loss_disc_real_5: 0.2862110435962677 (0.2862110435962677) | > loss_0: 2.314549446105957 (2.314549446105957) | > loss_gen: 2.659571886062622 (2.659571886062622) | > loss_kl: 2.0025877952575684 (2.0025877952575684) | > loss_feat: 7.877048492431641 (7.877048492431641) | > loss_mel: 13.26220417022705 (13.26220417022705) | > loss_duration: 1.7177205085754395 (1.7177205085754395) | > loss_1: 27.519134521484375 (27.519134521484375)  --> STEP: 1 | > loss_disc: 2.213486433029175 (2.213486433029175) | > loss_disc_real_0: 0.09483812004327774 (0.09483812004327774) | > loss_disc_real_1: 0.18735551834106445 (0.18735551834106445) | > loss_disc_real_2: 0.17796273529529572 (0.17796273529529572) | > loss_disc_real_3: 0.24486863613128662 (0.24486863613128662) | > loss_disc_real_4: 0.27446994185447693 (0.27446994185447693) | > loss_disc_real_5: 0.2807750999927521 (0.2807750999927521) | > loss_0: 2.213486433029175 (2.213486433029175) | > loss_gen: 2.8637590408325195 (2.8637590408325195) | > loss_kl: 2.2572021484375 (2.2572021484375) | > loss_feat: 9.303707122802734 (9.303707122802734) | > loss_mel: 14.941471099853516 (14.941471099853516) | > loss_duration: 1.8537144660949707 (1.8537144660949707) | > loss_1: 31.219852447509766 (31.219852447509766)  --> STEP: 2 | > loss_disc: 2.339694023132324 (2.2765902280807495) | > loss_disc_real_0: 0.12073757499456406 (0.1077878475189209) | > loss_disc_real_1: 0.18913060426712036 (0.1882430613040924) | > loss_disc_real_2: 0.1978611797094345 (0.1879119575023651) | > loss_disc_real_3: 0.23411276936531067 (0.23949070274829865) | > loss_disc_real_4: 0.2706221342086792 (0.27254603803157806) | > loss_disc_real_5: 0.2411641627550125 (0.2609696313738823) | > loss_0: 2.339694023132324 (2.2765902280807495) | > loss_gen: 2.5136427879333496 (2.6887009143829346) | > loss_kl: 2.030946969985962 (2.144074559211731) | > loss_feat: 7.196671485900879 (8.250189304351807) | > loss_mel: 12.18204116821289 (13.561756134033203) | > loss_duration: 1.8504198789596558 (1.8520671725273132) | > loss_1: 25.773723602294922 (28.496788024902344)  --> STEP: 3 | > loss_disc: 2.2241804599761963 (2.259120305379232) | > loss_disc_real_0: 0.11481107026338577 (0.11012892176707585) | > loss_disc_real_1: 0.18043816089630127 (0.1856414278348287) | > loss_disc_real_2: 0.186258926987648 (0.18736094733079275) | > loss_disc_real_3: 0.23591896891593933 (0.23830012480417886) | > loss_disc_real_4: 0.2624122202396393 (0.26916809876759845) | > loss_disc_real_5: 0.2593173682689667 (0.2604188770055771) | > loss_0: 2.2241804599761963 (2.259120305379232) | > loss_gen: 2.7716994285583496 (2.7163670857747397) | > loss_kl: 2.0615179538726807 (2.116555690765381) | > loss_feat: 8.042265892028809 (8.18088150024414) | > loss_mel: 13.646780014038086 (13.590097427368164) | > loss_duration: 1.832648515701294 (1.8455942869186401) | > loss_1: 28.35491371154785 (28.449496587117512)  --> STEP: 4 | > loss_disc: 2.4127426147460938 (2.2975258827209473) | > loss_disc_real_0: 0.1252259612083435 (0.11390318162739277) | > loss_disc_real_1: 0.201421320438385 (0.18958640098571777) | > loss_disc_real_2: 0.21090540289878845 (0.19324706122279167) | > loss_disc_real_3: 0.23743371665477753 (0.23808352276682854) | > loss_disc_real_4: 0.2759069502353668 (0.27085281163454056) | > loss_disc_real_5: 0.27603864669799805 (0.2643238194286823) | > loss_0: 2.4127426147460938 (2.2975258827209473) | > loss_gen: 2.47938871383667 (2.657122492790222) | > loss_kl: 2.1203255653381348 (2.1174981594085693) | > loss_feat: 8.074618339538574 (8.154315710067749) | > loss_mel: 13.12015438079834 (13.472611665725708) | > loss_duration: 1.7631127834320068 (1.8249739110469818) | > loss_1: 27.557600021362305 (28.22652244567871) --> EVAL PERFORMANCE | > avg_loader_time: 0.28297728300094604 (+0.0004356503486633301) | > avg_loss_disc: 2.2975258827209473 (+0.003320634365081787) | > avg_loss_disc_real_0: 0.11390318162739277 (-0.012225592508912086) | > avg_loss_disc_real_1: 0.18958640098571777 (-0.00289100781083107) | > avg_loss_disc_real_2: 0.19324706122279167 (-0.017363999038934708) | > avg_loss_disc_real_3: 0.23808352276682854 (+0.05086619034409523) | > avg_loss_disc_real_4: 0.27085281163454056 (+0.04448002204298973) | > avg_loss_disc_real_5: 0.2643238194286823 (+0.08484768494963646) | > avg_loss_0: 2.2975258827209473 (+0.003320634365081787) | > avg_loss_gen: 2.657122492790222 (+0.15506726503372192) | > avg_loss_kl: 2.1174981594085693 (+0.05519980192184448) | > avg_loss_feat: 8.154315710067749 (-0.046530842781066895) | > avg_loss_mel: 13.472611665725708 (-0.6326546669006348) | > avg_loss_duration: 1.8249739110469818 (+0.010254144668579102) | > avg_loss_1: 28.22652244567871 (-0.4586629867553711)  > EPOCH: 359/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 04:49:56)   --> TIME: 2025-05-11 04:50:08 -- STEP: 12/725 -- GLOBAL_STEP: 306150 | > loss_disc: 2.433509588241577 (2.2287632822990413) | > loss_disc_real_0: 0.12174557894468307 (0.1532736091564099) | > loss_disc_real_1: 0.20080459117889404 (0.19147910674413046) | > loss_disc_real_2: 0.2249191701412201 (0.1891995519399643) | > loss_disc_real_3: 0.22424399852752686 (0.20944387589891753) | > loss_disc_real_4: 0.22042874991893768 (0.1938562554617723) | > loss_disc_real_5: 0.19511482119560242 (0.20441926022370657) | > loss_0: 2.433509588241577 (2.2287632822990413) | > grad_norm_0: tensor(11.7205, device='cuda:0') (tensor(23.6486, device='cuda:0')) | > loss_gen: 2.396867275238037 (2.782689154148102) | > loss_kl: 1.7224622964859009 (1.780275821685791) | > loss_feat: 6.997766971588135 (8.175466775894167) | > loss_mel: 11.705216407775879 (13.081752061843872) | > loss_duration: 1.6923658847808838 (1.6710280577341716) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.514678955078125 (27.49121157328288) | > grad_norm_1: tensor(190.5080, device='cuda:0') (tensor(387.6207, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8576 (0.8390639225641886) | > loader_time: 0.0099 (0.011665523052215576)  --> TIME: 2025-05-11 04:50:52 -- STEP: 62/725 -- GLOBAL_STEP: 306200 | > loss_disc: 2.3491463661193848 (2.2182560813042422) | > loss_disc_real_0: 0.1394546777009964 (0.14353415982857828) | > loss_disc_real_1: 0.21698763966560364 (0.1914200203553323) | > loss_disc_real_2: 0.19869829714298248 (0.18974312082413705) | > loss_disc_real_3: 0.2072741687297821 (0.20586300665332424) | > loss_disc_real_4: 0.19049201905727386 (0.1930986573138545) | > loss_disc_real_5: 0.2074548751115799 (0.20800924421318115) | > loss_0: 2.3491463661193848 (2.2182560813042422) | > grad_norm_0: tensor(16.4186, device='cuda:0') (tensor(19.5558, device='cuda:0')) | > loss_gen: 2.6233010292053223 (2.7544836498075917) | > loss_kl: 1.5399494171142578 (1.7379889968902833) | > loss_feat: 8.005877494812012 (8.205776722200453) | > loss_mel: 12.5152006149292 (13.122123272188249) | > loss_duration: 1.7065483331680298 (1.6695468060431942) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.39087677001953 (27.48991950865715) | > grad_norm_1: tensor(355.2724, device='cuda:0') (tensor(348.8243, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.85 (0.8515951825726417) | > loader_time: 0.0103 (0.010974222613919166)  --> TIME: 2025-05-11 04:51:35 -- STEP: 112/725 -- GLOBAL_STEP: 306250 | > loss_disc: 2.13454532623291 (2.2101245501211686) | > loss_disc_real_0: 0.14366421103477478 (0.1392193228405501) | > loss_disc_real_1: 0.19190920889377594 (0.19107599489923036) | > loss_disc_real_2: 0.22748957574367523 (0.18940857318895205) | > loss_disc_real_3: 0.21256867051124573 (0.20511525935892547) | > loss_disc_real_4: 0.1704733669757843 (0.19383892882615328) | > loss_disc_real_5: 0.2122347503900528 (0.2083005616441369) | > loss_0: 2.13454532623291 (2.2101245501211686) | > grad_norm_0: tensor(29.7520, device='cuda:0') (tensor(19.2380, device='cuda:0')) | > loss_gen: 2.958095073699951 (2.752331708158766) | > loss_kl: 1.653494119644165 (1.7346356926219804) | > loss_feat: 9.69849967956543 (8.239586357559473) | > loss_mel: 14.68066692352295 (13.092132721628461) | > loss_duration: 1.656862735748291 (1.6727847723024232) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.647619247436523 (27.491471324648177) | > grad_norm_1: tensor(578.1508, device='cuda:0') (tensor(364.5004, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8409 (0.8514803094523293) | > loader_time: 0.0102 (0.010735975844519479)  --> TIME: 2025-05-11 04:52:18 -- STEP: 162/725 -- GLOBAL_STEP: 306300 | > loss_disc: 2.2128641605377197 (2.201197412278914) | > loss_disc_real_0: 0.15394172072410583 (0.13849256210673) | > loss_disc_real_1: 0.17046192288398743 (0.18951043707353102) | > loss_disc_real_2: 0.19333124160766602 (0.18797225781061028) | > loss_disc_real_3: 0.1814998835325241 (0.20516944943386836) | > loss_disc_real_4: 0.18899430334568024 (0.19379080951581767) | > loss_disc_real_5: 0.20975534617900848 (0.20648717135190972) | > loss_0: 2.2128641605377197 (2.201197412278914) | > grad_norm_0: tensor(12.2325, device='cuda:0') (tensor(20.1999, device='cuda:0')) | > loss_gen: 3.0461742877960205 (2.7701568147282565) | > loss_kl: 1.8290927410125732 (1.7334923773636053) | > loss_feat: 8.223380088806152 (8.325119030328441) | > loss_mel: 14.432089805603027 (13.143010763474452) | > loss_duration: 1.6202791929244995 (1.6730228309278135) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.151016235351562 (27.644801881578232) | > grad_norm_1: tensor(232.2977, device='cuda:0') (tensor(378.5618, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8215 (0.8491780080913026) | > loader_time: 0.0118 (0.010688830305028846)  --> TIME: 2025-05-11 04:53:02 -- STEP: 212/725 -- GLOBAL_STEP: 306350 | > loss_disc: 2.0835988521575928 (2.2075702694227095) | > loss_disc_real_0: 0.12861855328083038 (0.13946372600940046) | > loss_disc_real_1: 0.16071881353855133 (0.1905392513100831) | > loss_disc_real_2: 0.1755273938179016 (0.18895877806364364) | > loss_disc_real_3: 0.20200951397418976 (0.20526727780980888) | > loss_disc_real_4: 0.19186091423034668 (0.19470687161357897) | > loss_disc_real_5: 0.2097548097372055 (0.20649850480961357) | > loss_0: 2.0835988521575928 (2.2075702694227095) | > grad_norm_0: tensor(36.6094, device='cuda:0') (tensor(20.9571, device='cuda:0')) | > loss_gen: 2.9409120082855225 (2.7653326864512495) | > loss_kl: 1.6371729373931885 (1.7305368218781814) | > loss_feat: 9.02586841583252 (8.29512150332613) | > loss_mel: 13.630411148071289 (13.0995536210402) | > loss_duration: 1.690518856048584 (1.6730350031043) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.924884796142578 (27.563579721270866) | > grad_norm_1: tensor(581.9625, device='cuda:0') (tensor(389.2369, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8463 (0.8498366508843764) | > loader_time: 0.0099 (0.010517055133603658)  --> TIME: 2025-05-11 04:53:44 -- STEP: 262/725 -- GLOBAL_STEP: 306400 | > loss_disc: 2.219512701034546 (2.2092210846092852) | > loss_disc_real_0: 0.13349607586860657 (0.13847014202757646) | > loss_disc_real_1: 0.17644263803958893 (0.19070323022039792) | > loss_disc_real_2: 0.19253215193748474 (0.18881520936052307) | > loss_disc_real_3: 0.21037417650222778 (0.20543218153806136) | > loss_disc_real_4: 0.19660191237926483 (0.19522483322684092) | > loss_disc_real_5: 0.1973433643579483 (0.20715383076258292) | > loss_0: 2.219512701034546 (2.2092210846092852) | > grad_norm_0: tensor(16.4015, device='cuda:0') (tensor(20.9906, device='cuda:0')) | > loss_gen: 2.7296175956726074 (2.7642947926776125) | > loss_kl: 1.7379201650619507 (1.7249442006795461) | > loss_feat: 7.922654151916504 (8.29090797992153) | > loss_mel: 12.06161880493164 (13.10146180000014) | > loss_duration: 1.670156717300415 (1.673941813807451) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.121967315673828 (27.555550611656134) | > grad_norm_1: tensor(486.6727, device='cuda:0') (tensor(393.6347, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8798 (0.8486238590633596) | > loader_time: 0.0099 (0.010384737990284698)  --> TIME: 2025-05-11 04:54:27 -- STEP: 312/725 -- GLOBAL_STEP: 306450 | > loss_disc: 2.3795154094696045 (2.209642304059786) | > loss_disc_real_0: 0.16647027432918549 (0.13842186828454336) | > loss_disc_real_1: 0.19976656138896942 (0.19066200004174166) | > loss_disc_real_2: 0.19127173721790314 (0.18901986294449902) | > loss_disc_real_3: 0.24145762622356415 (0.20511300365130106) | > loss_disc_real_4: 0.1965004801750183 (0.19520666077733043) | > loss_disc_real_5: 0.24767443537712097 (0.20759747736155987) | > loss_0: 2.3795154094696045 (2.209642304059786) | > grad_norm_0: tensor(22.7715, device='cuda:0') (tensor(21.2080, device='cuda:0')) | > loss_gen: 2.533017873764038 (2.7617796277388558) | > loss_kl: 1.7531388998031616 (1.728754311800003) | > loss_feat: 6.838593482971191 (8.266054925246117) | > loss_mel: 11.280889511108398 (13.058713937417053) | > loss_duration: 1.6733312606811523 (1.6730318501209602) | > amp_scaler: 256.0 (265.02564102564105) | > loss_1: 24.07897186279297 (27.48833468021492) | > grad_norm_1: tensor(352.1941, device='cuda:0') (tensor(393.3494, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8401 (0.8478156022536449) | > loader_time: 0.0096 (0.010289502449524713)  --> TIME: 2025-05-11 04:55:11 -- STEP: 362/725 -- GLOBAL_STEP: 306500 | > loss_disc: 2.215064287185669 (2.210185749754723) | > loss_disc_real_0: 0.13318230211734772 (0.13833827021125278) | > loss_disc_real_1: 0.17848579585552216 (0.19041142814396503) | > loss_disc_real_2: 0.18836721777915955 (0.18890945930342648) | > loss_disc_real_3: 0.2274271547794342 (0.2052035780407447) | > loss_disc_real_4: 0.2081260085105896 (0.19558214709080385) | > loss_disc_real_5: 0.20382381975650787 (0.20742230100855644) | > loss_0: 2.215064287185669 (2.210185749754723) | > grad_norm_0: tensor(15.3372, device='cuda:0') (tensor(21.1176, device='cuda:0')) | > loss_gen: 2.8372890949249268 (2.7575782491357304) | > loss_kl: 1.851619005203247 (1.7273750015385243) | > loss_feat: 8.645676612854004 (8.251668819406405) | > loss_mel: 13.519779205322266 (13.049901066564065) | > loss_duration: 1.6368086338043213 (1.6720786018924818) | > amp_scaler: 256.0 (263.7790055248618) | > loss_1: 28.491172790527344 (27.458601756649134) | > grad_norm_1: tensor(156.1473, device='cuda:0') (tensor(390.9525, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8326 (0.8495077283342899) | > loader_time: 0.0117 (0.010228213025720086)  --> TIME: 2025-05-11 04:55:54 -- STEP: 412/725 -- GLOBAL_STEP: 306550 | > loss_disc: 2.128683567047119 (2.2087915878272772) | > loss_disc_real_0: 0.12094422429800034 (0.1386890671062239) | > loss_disc_real_1: 0.2137744128704071 (0.19031373205260171) | > loss_disc_real_2: 0.2081974744796753 (0.1883894597876419) | > loss_disc_real_3: 0.24008584022521973 (0.2051464526109325) | > loss_disc_real_4: 0.2056625485420227 (0.19517939385858554) | > loss_disc_real_5: 0.19812069833278656 (0.2075463382581484) | > loss_0: 2.128683567047119 (2.2087915878272772) | > grad_norm_0: tensor(26.0646, device='cuda:0') (tensor(21.4270, device='cuda:0')) | > loss_gen: 2.9651010036468506 (2.7579621580040588) | > loss_kl: 1.6956486701965332 (1.7259394153229242) | > loss_feat: 10.050283432006836 (8.246320351813594) | > loss_mel: 14.344868659973145 (13.042884194735185) | > loss_duration: 1.6826462745666504 (1.6725222945792004) | > amp_scaler: 256.0 (262.8349514563105) | > loss_1: 30.738548278808594 (27.44562845322693) | > grad_norm_1: tensor(476.4274, device='cuda:0') (tensor(391.7489, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8629 (0.8493431337828775) | > loader_time: 0.0096 (0.010156740841356303)  --> TIME: 2025-05-11 04:56:37 -- STEP: 462/725 -- GLOBAL_STEP: 306600 | > loss_disc: 2.3105854988098145 (2.209887978060422) | > loss_disc_real_0: 0.17579102516174316 (0.13850897737653753) | > loss_disc_real_1: 0.19632412493228912 (0.19064091813641715) | > loss_disc_real_2: 0.20868846774101257 (0.1886498098507588) | > loss_disc_real_3: 0.20434850454330444 (0.20518751432756324) | > loss_disc_real_4: 0.19923202693462372 (0.19506492275438267) | > loss_disc_real_5: 0.23723572492599487 (0.20785295079538832) | > loss_0: 2.3105854988098145 (2.209887978060422) | > grad_norm_0: tensor(19.6508, device='cuda:0') (tensor(20.9893, device='cuda:0')) | > loss_gen: 2.7722675800323486 (2.756578862925114) | > loss_kl: 1.6361639499664307 (1.7258339382353283) | > loss_feat: 7.516842365264893 (8.240439453166276) | > loss_mel: 12.714186668395996 (13.049452453464657) | > loss_duration: 1.7084178924560547 (1.672391145260303) | > amp_scaler: 256.0 (262.095238095238) | > loss_1: 26.34787940979004 (27.444695877306398) | > grad_norm_1: tensor(438.9706, device='cuda:0') (tensor(382.5829, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.7882 (0.8485943244133161) | > loader_time: 0.0097 (0.010122777579666738)  --> TIME: 2025-05-11 04:57:20 -- STEP: 512/725 -- GLOBAL_STEP: 306650 | > loss_disc: 2.2073564529418945 (2.210977319860832) | > loss_disc_real_0: 0.15365533530712128 (0.13852088675776042) | > loss_disc_real_1: 0.1699342429637909 (0.19069005025085067) | > loss_disc_real_2: 0.20357729494571686 (0.18886979928356595) | > loss_disc_real_3: 0.20808342099189758 (0.205348193179816) | > loss_disc_real_4: 0.18431513011455536 (0.1953937748912722) | > loss_disc_real_5: 0.22596944868564606 (0.20810395246371627) | > loss_0: 2.2073564529418945 (2.210977319860832) | > grad_norm_0: tensor(20.2367, device='cuda:0') (tensor(20.9886, device='cuda:0')) | > loss_gen: 2.8052151203155518 (2.7531747915782048) | > loss_kl: 1.8149755001068115 (1.7267974214628339) | > loss_feat: 7.227511405944824 (8.21469930000603) | > loss_mel: 11.92959976196289 (13.020852426066995) | > loss_duration: 1.624721884727478 (1.6731564269866794) | > amp_scaler: 256.0 (261.4999999999998) | > loss_1: 25.40202522277832 (27.38868039101363) | > grad_norm_1: tensor(344.3107, device='cuda:0') (tensor(383.3214, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8539 (0.8481516009196639) | > loader_time: 0.0098 (0.010068498551845556)  --> TIME: 2025-05-11 04:58:03 -- STEP: 562/725 -- GLOBAL_STEP: 306700 | > loss_disc: 2.06882381439209 (2.2094496885228434) | > loss_disc_real_0: 0.1086173951625824 (0.13846182650836772) | > loss_disc_real_1: 0.20843183994293213 (0.19059156191624782) | > loss_disc_real_2: 0.1903800517320633 (0.1887278814810027) | > loss_disc_real_3: 0.20682278275489807 (0.2053003026391264) | > loss_disc_real_4: 0.21722738444805145 (0.1953106877589565) | > loss_disc_real_5: 0.15453867614269257 (0.20791339383748925) | > loss_0: 2.06882381439209 (2.2094496885228434) | > grad_norm_0: tensor(23.7616, device='cuda:0') (tensor(21.4360, device='cuda:0')) | > loss_gen: 2.9534645080566406 (2.75748699415621) | > loss_kl: 1.8346606492996216 (1.7293638383366459) | > loss_feat: 8.83743953704834 (8.229478181044826) | > loss_mel: 13.182779312133789 (13.020580327383561) | > loss_duration: 1.638839602470398 (1.6729900951487309) | > amp_scaler: 256.0 (261.01067615658343) | > loss_1: 28.44718360900879 (27.409899453675624) | > grad_norm_1: tensor(578.1185, device='cuda:0') (tensor(390.1911, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8794 (0.8472560890204542) | > loader_time: 0.0096 (0.010040217022878847)  --> TIME: 2025-05-11 04:58:46 -- STEP: 612/725 -- GLOBAL_STEP: 306750 | > loss_disc: 2.308424711227417 (2.2094561934860715) | > loss_disc_real_0: 0.11664402484893799 (0.13840900143620638) | > loss_disc_real_1: 0.18420614302158356 (0.19071442310034847) | > loss_disc_real_2: 0.22491079568862915 (0.1887819740702124) | > loss_disc_real_3: 0.2029286026954651 (0.20531052487348425) | > loss_disc_real_4: 0.16825145483016968 (0.19524786565331065) | > loss_disc_real_5: 0.21624593436717987 (0.20795517731336202) | > loss_0: 2.308424711227417 (2.2094561934860715) | > grad_norm_0: tensor(10.1931, device='cuda:0') (tensor(21.3292, device='cuda:0')) | > loss_gen: 2.4834280014038086 (2.7566860883064526) | > loss_kl: 1.730367660522461 (1.7285833874948657) | > loss_feat: 6.88779354095459 (8.227037272422137) | > loss_mel: 12.02753734588623 (13.017161659165923) | > loss_duration: 1.6090614795684814 (1.6726264369254016) | > amp_scaler: 256.0 (260.60130718954247) | > loss_1: 24.738189697265625 (27.402094862819485) | > grad_norm_1: tensor(235.0447, device='cuda:0') (tensor(394.2387, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8098 (0.8474942640541425) | > loader_time: 0.0126 (0.010024135798410652)  --> TIME: 2025-05-11 04:59:28 -- STEP: 662/725 -- GLOBAL_STEP: 306800 | > loss_disc: 2.293379306793213 (2.2103836851537784) | > loss_disc_real_0: 0.17051193118095398 (0.13848208032796042) | > loss_disc_real_1: 0.22892914712429047 (0.19073802394809336) | > loss_disc_real_2: 0.18591365218162537 (0.18892882345666326) | > loss_disc_real_3: 0.19942063093185425 (0.20531891900877222) | > loss_disc_real_4: 0.18239238858222961 (0.19532584315700458) | > loss_disc_real_5: 0.20308898389339447 (0.20813709517710158) | > loss_0: 2.293379306793213 (2.2103836851537784) | > grad_norm_0: tensor(21.9427, device='cuda:0') (tensor(21.4086, device='cuda:0')) | > loss_gen: 2.84079647064209 (2.75592111820901) | > loss_kl: 1.773869514465332 (1.7290473695608057) | > loss_feat: 8.495217323303223 (8.220167281764509) | > loss_mel: 14.506303787231445 (13.015951415923425) | > loss_duration: 1.697638750076294 (1.672940968026567) | > amp_scaler: 256.0 (260.2537764350454) | > loss_1: 29.313827514648438 (27.394028170951533) | > grad_norm_1: tensor(357.2529, device='cuda:0') (tensor(395.7993, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8591 (0.8469425835998396) | > loader_time: 0.0104 (0.010014331232745121)  --> TIME: 2025-05-11 05:00:12 -- STEP: 712/725 -- GLOBAL_STEP: 306850 | > loss_disc: 2.189487934112549 (2.211553328660099) | > loss_disc_real_0: 0.16419018805027008 (0.13844148736195952) | > loss_disc_real_1: 0.15325228869915009 (0.19095595951160704) | > loss_disc_real_2: 0.18875004351139069 (0.18912792821111293) | > loss_disc_real_3: 0.17616549134254456 (0.20562263481904955) | > loss_disc_real_4: 0.2020551711320877 (0.19555665297287217) | > loss_disc_real_5: 0.1916465312242508 (0.20812974949733595) | > loss_0: 2.189487934112549 (2.211553328660099) | > grad_norm_0: tensor(21.5498, device='cuda:0') (tensor(21.4032, device='cuda:0')) | > loss_gen: 2.720719575881958 (2.7553510622362074) | > loss_kl: 1.8054611682891846 (1.7289036391826151) | > loss_feat: 8.258703231811523 (8.209776586361148) | > loss_mel: 13.728964805603027 (13.007261516003124) | > loss_duration: 1.674051284790039 (1.6726891706498819) | > amp_scaler: 256.0 (259.9550561797752) | > loss_1: 28.18790054321289 (27.373981990171274) | > grad_norm_1: tensor(452.5878, device='cuda:0') (tensor(397.7339, device='cuda:0')) | > current_lr_0: 0.00019122286143165244 | > current_lr_1: 0.00019122286143165244 | > step_time: 0.8075 (0.8469391224089633) | > loader_time: 0.0093 (0.010017207164442937)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4016237258911133 (2.4016237258911133) | > loss_disc_real_0: 0.25801119208335876 (0.25801119208335876) | > loss_disc_real_1: 0.19470162689685822 (0.19470162689685822) | > loss_disc_real_2: 0.2199534922838211 (0.2199534922838211) | > loss_disc_real_3: 0.22016815841197968 (0.22016815841197968) | > loss_disc_real_4: 0.20600441098213196 (0.20600441098213196) | > loss_disc_real_5: 0.2484913319349289 (0.2484913319349289) | > loss_0: 2.4016237258911133 (2.4016237258911133) | > loss_gen: 2.7859153747558594 (2.7859153747558594) | > loss_kl: 2.0749335289001465 (2.0749335289001465) | > loss_feat: 7.533874988555908 (7.533874988555908) | > loss_mel: 12.857379913330078 (12.857379913330078) | > loss_duration: 1.7065527439117432 (1.7065527439117432) | > loss_1: 26.958656311035156 (26.958656311035156)  --> STEP: 1 | > loss_disc: 2.1864466667175293 (2.1864466667175293) | > loss_disc_real_0: 0.21617509424686432 (0.21617509424686432) | > loss_disc_real_1: 0.17286483943462372 (0.17286483943462372) | > loss_disc_real_2: 0.21395835280418396 (0.21395835280418396) | > loss_disc_real_3: 0.19954971969127655 (0.19954971969127655) | > loss_disc_real_4: 0.18797582387924194 (0.18797582387924194) | > loss_disc_real_5: 0.2296115905046463 (0.2296115905046463) | > loss_0: 2.1864466667175293 (2.1864466667175293) | > loss_gen: 3.102520704269409 (3.102520704269409) | > loss_kl: 2.196533441543579 (2.196533441543579) | > loss_feat: 9.147969245910645 (9.147969245910645) | > loss_mel: 14.627243041992188 (14.627243041992188) | > loss_duration: 1.8318803310394287 (1.8318803310394287) | > loss_1: 30.906145095825195 (30.906145095825195)  --> STEP: 2 | > loss_disc: 2.2098019123077393 (2.1981242895126343) | > loss_disc_real_0: 0.24190989136695862 (0.22904249280691147) | > loss_disc_real_1: 0.16269125044345856 (0.16777804493904114) | > loss_disc_real_2: 0.20540398359298706 (0.2096811681985855) | > loss_disc_real_3: 0.21675866842269897 (0.20815419405698776) | > loss_disc_real_4: 0.20034141838550568 (0.1941586211323738) | > loss_disc_real_5: 0.23638521134853363 (0.23299840092658997) | > loss_0: 2.2098019123077393 (2.1981242895126343) | > loss_gen: 3.058710813522339 (3.080615758895874) | > loss_kl: 2.1526131629943848 (2.174573302268982) | > loss_feat: 8.607257843017578 (8.877613544464111) | > loss_mel: 14.578272819519043 (14.602757930755615) | > loss_duration: 1.8421587944030762 (1.8370195627212524) | > loss_1: 30.239011764526367 (30.57257843017578)  --> STEP: 3 | > loss_disc: 2.253628969192505 (2.2166258494059243) | > loss_disc_real_0: 0.23013341426849365 (0.22940613329410553) | > loss_disc_real_1: 0.18329887092113495 (0.17295165359973907) | > loss_disc_real_2: 0.19840584695339203 (0.20592272778352103) | > loss_disc_real_3: 0.19674216210842133 (0.2043501834074656) | > loss_disc_real_4: 0.1853329986333847 (0.1912167469660441) | > loss_disc_real_5: 0.2521630823612213 (0.23938662807146707) | > loss_0: 2.253628969192505 (2.2166258494059243) | > loss_gen: 2.9546098709106445 (3.038613796234131) | > loss_kl: 2.2256102561950684 (2.1915856202443442) | > loss_feat: 8.60204029083252 (8.78575579325358) | > loss_mel: 13.744447708129883 (14.316654523213705) | > loss_duration: 1.8442084789276123 (1.8394158681233723) | > loss_1: 29.370914459228516 (30.17202377319336)  --> STEP: 4 | > loss_disc: 2.2327334880828857 (2.220652759075165) | > loss_disc_real_0: 0.2062959522008896 (0.22362858802080154) | > loss_disc_real_1: 0.16183079779148102 (0.17017143964767456) | > loss_disc_real_2: 0.21866104006767273 (0.20910730585455894) | > loss_disc_real_3: 0.19598227739334106 (0.20225820690393448) | > loss_disc_real_4: 0.2333407700061798 (0.20174775272607803) | > loss_disc_real_5: 0.2452218234539032 (0.2408454269170761) | > loss_0: 2.2327334880828857 (2.220652759075165) | > loss_gen: 3.005744457244873 (3.0303964614868164) | > loss_kl: 1.860375165939331 (2.108783006668091) | > loss_feat: 8.785861015319824 (8.785782098770142) | > loss_mel: 14.17510986328125 (14.28126835823059) | > loss_duration: 1.775505781173706 (1.8234383463859558) | > loss_1: 29.602596282958984 (30.029666900634766) --> EVAL PERFORMANCE | > avg_loader_time: 0.2774890065193176 (-0.005488276481628418) | > avg_loss_disc: 2.220652759075165 (-0.07687312364578247) | > avg_loss_disc_real_0: 0.22362858802080154 (+0.10972540639340878) | > avg_loss_disc_real_1: 0.17017143964767456 (-0.019414961338043213) | > avg_loss_disc_real_2: 0.20910730585455894 (+0.015860244631767273) | > avg_loss_disc_real_3: 0.20225820690393448 (-0.03582531586289406) | > avg_loss_disc_real_4: 0.20174775272607803 (-0.06910505890846252) | > avg_loss_disc_real_5: 0.2408454269170761 (-0.023478392511606216) | > avg_loss_0: 2.220652759075165 (-0.07687312364578247) | > avg_loss_gen: 3.0303964614868164 (+0.37327396869659424) | > avg_loss_kl: 2.108783006668091 (-0.008715152740478516) | > avg_loss_feat: 8.785782098770142 (+0.6314663887023926) | > avg_loss_mel: 14.28126835823059 (+0.8086566925048828) | > avg_loss_duration: 1.8234383463859558 (-0.001535564661026001) | > avg_loss_1: 30.029666900634766 (+1.8031444549560547)  > EPOCH: 360/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 05:00:29)   --> TIME: 2025-05-11 05:01:03 -- STEP: 37/725 -- GLOBAL_STEP: 306900 | > loss_disc: 2.0795063972473145 (2.2213853372109904) | > loss_disc_real_0: 0.07582764327526093 (0.1368054820073617) | > loss_disc_real_1: 0.16899599134922028 (0.19080093059990857) | > loss_disc_real_2: 0.16711583733558655 (0.18827001911562843) | > loss_disc_real_3: 0.2369421124458313 (0.20825779156104937) | > loss_disc_real_4: 0.19409871101379395 (0.20003187777222814) | > loss_disc_real_5: 0.19484783709049225 (0.21035873688556053) | > loss_0: 2.0795063972473145 (2.2213853372109904) | > grad_norm_0: tensor(18.9743, device='cuda:0') (tensor(21.9860, device='cuda:0')) | > loss_gen: 2.780766010284424 (2.713338445972752) | > loss_kl: 1.6821900606155396 (1.7045527084453687) | > loss_feat: 9.533268928527832 (8.053409241341253) | > loss_mel: 14.409738540649414 (12.97648203050768) | > loss_duration: 1.6669931411743164 (1.6726206186655406) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.072956085205078 (27.12040308359507) | > grad_norm_1: tensor(520.7859, device='cuda:0') (tensor(428.0656, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.859 (0.8523455246074779) | > loader_time: 0.0103 (0.010974484520989496)  --> TIME: 2025-05-11 05:01:46 -- STEP: 87/725 -- GLOBAL_STEP: 306950 | > loss_disc: 2.129693031311035 (2.21095384126422) | > loss_disc_real_0: 0.14798110723495483 (0.13608786155437594) | > loss_disc_real_1: 0.18374551832675934 (0.1900554052714644) | > loss_disc_real_2: 0.1755758374929428 (0.18918446562756072) | > loss_disc_real_3: 0.2053261548280716 (0.20685052272232096) | > loss_disc_real_4: 0.18804576992988586 (0.19883758240732655) | > loss_disc_real_5: 0.16774137318134308 (0.20667130268853287) | > loss_0: 2.129693031311035 (2.21095384126422) | > grad_norm_0: tensor(22.9139, device='cuda:0') (tensor(23.3948, device='cuda:0')) | > loss_gen: 2.857428550720215 (2.7453698070569956) | > loss_kl: 1.778566598892212 (1.7128273687143436) | > loss_feat: 8.606034278869629 (8.114169860708296) | > loss_mel: 13.526409149169922 (12.907295479171578) | > loss_duration: 1.6429169178009033 (1.6725276420856345) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.411357879638672 (27.152190109779095) | > grad_norm_1: tensor(196.0394, device='cuda:0') (tensor(446.9100, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8257 (0.8528542162358076) | > loader_time: 0.0093 (0.010358010215320804)  --> TIME: 2025-05-11 05:02:30 -- STEP: 137/725 -- GLOBAL_STEP: 307000 | > loss_disc: 2.090609312057495 (2.2033519884095574) | > loss_disc_real_0: 0.10141289979219437 (0.1358927001048178) | > loss_disc_real_1: 0.19336245954036713 (0.1888968071145733) | > loss_disc_real_2: 0.18387578427791595 (0.18888480722034068) | > loss_disc_real_3: 0.18269214034080505 (0.20670483777992915) | > loss_disc_real_4: 0.18048731982707977 (0.19763538458921615) | > loss_disc_real_5: 0.1822224259376526 (0.20643528284382648) | > loss_0: 2.090609312057495 (2.2033519884095574) | > grad_norm_0: tensor(12.6657, device='cuda:0') (tensor(24.3449, device='cuda:0')) | > loss_gen: 3.0784685611724854 (2.7709178541698587) | > loss_kl: 1.6557939052581787 (1.709598882354959) | > loss_feat: 10.168585777282715 (8.248052837204753) | > loss_mel: 14.447466850280762 (13.053138287398067) | > loss_duration: 1.6396024227142334 (1.672217759772809) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.989917755126953 (27.45392547384666) | > grad_norm_1: tensor(405.5075, device='cuda:0') (tensor(453.6883, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8238 (0.8565641023816853) | > loader_time: 0.0091 (0.010220311854007466) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_307000.pth  --> TIME: 2025-05-11 05:03:16 -- STEP: 187/725 -- GLOBAL_STEP: 307050 | > loss_disc: 2.266603708267212 (2.206431235859101) | > loss_disc_real_0: 0.18874980509281158 (0.1359335378529553) | > loss_disc_real_1: 0.18600617349147797 (0.1893618063015096) | > loss_disc_real_2: 0.1833263784646988 (0.18943252155487553) | > loss_disc_real_3: 0.1878885179758072 (0.20685174981540538) | > loss_disc_real_4: 0.20151883363723755 (0.19773776550343966) | > loss_disc_real_5: 0.22364561259746552 (0.20620133540528346) | > loss_0: 2.266603708267212 (2.206431235859101) | > grad_norm_0: tensor(31.7321, device='cuda:0') (tensor(24.1280, device='cuda:0')) | > loss_gen: 2.707857131958008 (2.766134265909858) | > loss_kl: 1.4983881711959839 (1.7104316599228804) | > loss_feat: 7.262806415557861 (8.227734139896333) | > loss_mel: 11.903185844421387 (13.03822744848894) | > loss_duration: 1.691502332687378 (1.672826525999263) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.063737869262695 (27.415353907620844) | > grad_norm_1: tensor(541.5095, device='cuda:0') (tensor(453.2554, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8459 (0.8541565489641485) | > loader_time: 0.0103 (0.01019112311582514)  --> TIME: 2025-05-11 05:03:59 -- STEP: 237/725 -- GLOBAL_STEP: 307100 | > loss_disc: 2.156722068786621 (2.205914191555877) | > loss_disc_real_0: 0.13367943465709686 (0.13725611611509117) | > loss_disc_real_1: 0.18275369703769684 (0.18954594628217347) | > loss_disc_real_2: 0.20211224257946014 (0.188693866196564) | > loss_disc_real_3: 0.20517048239707947 (0.20699022886370808) | > loss_disc_real_4: 0.17044787108898163 (0.19688186307245165) | > loss_disc_real_5: 0.20717117190361023 (0.20645771662897203) | > loss_0: 2.156722068786621 (2.205914191555877) | > grad_norm_0: tensor(37.5358, device='cuda:0') (tensor(24.0885, device='cuda:0')) | > loss_gen: 2.797560930252075 (2.769162330949357) | > loss_kl: 1.8877238035202026 (1.713110425301242) | > loss_feat: 8.456296920776367 (8.244042012258927) | > loss_mel: 13.619375228881836 (13.034995815421961) | > loss_duration: 1.6479469537734985 (1.6729096833160657) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.408905029296875 (27.434220140996363) | > grad_norm_1: tensor(608.6929, device='cuda:0') (tensor(449.3047, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8252 (0.8530802706625894) | > loader_time: 0.0092 (0.010172833873249808)  --> TIME: 2025-05-11 05:04:42 -- STEP: 287/725 -- GLOBAL_STEP: 307150 | > loss_disc: 2.18853759765625 (2.2088115896497467) | > loss_disc_real_0: 0.0855499655008316 (0.13771306860945362) | > loss_disc_real_1: 0.21823067963123322 (0.18980435336508397) | > loss_disc_real_2: 0.21226802468299866 (0.1891789121702573) | > loss_disc_real_3: 0.2011379450559616 (0.2065299043775851) | > loss_disc_real_4: 0.19790101051330566 (0.19679798071600418) | > loss_disc_real_5: 0.18528437614440918 (0.2070510718153744) | > loss_0: 2.18853759765625 (2.2088115896497467) | > grad_norm_0: tensor(23.6917, device='cuda:0') (tensor(24.0328, device='cuda:0')) | > loss_gen: 2.777513265609741 (2.7634174474855757) | > loss_kl: 1.5853030681610107 (1.7062858496808837) | > loss_feat: 8.003524780273438 (8.225888250596856) | > loss_mel: 12.035351753234863 (13.016492245504663) | > loss_duration: 1.6760129928588867 (1.6725861091646999) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.07770538330078 (27.384669779069753) | > grad_norm_1: tensor(620.2186, device='cuda:0') (tensor(450.2784, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8061 (0.8512294475209837) | > loader_time: 0.0094 (0.010149193142349295)  --> TIME: 2025-05-11 05:05:25 -- STEP: 337/725 -- GLOBAL_STEP: 307200 | > loss_disc: 2.176894426345825 (2.209474975348226) | > loss_disc_real_0: 0.137312114238739 (0.13786392831395552) | > loss_disc_real_1: 0.18427248299121857 (0.18997624432474633) | > loss_disc_real_2: 0.17778736352920532 (0.18928635001005684) | > loss_disc_real_3: 0.1979507952928543 (0.20642155015327107) | > loss_disc_real_4: 0.16001591086387634 (0.19617488869750535) | > loss_disc_real_5: 0.20157724618911743 (0.20735196879780257) | > loss_0: 2.176894426345825 (2.209474975348226) | > grad_norm_0: tensor(17.5426, device='cuda:0') (tensor(23.9194, device='cuda:0')) | > loss_gen: 2.878955364227295 (2.761356311311355) | > loss_kl: 1.7701599597930908 (1.7033167359383237) | > loss_feat: 8.674262046813965 (8.230281842568512) | > loss_mel: 14.401049613952637 (13.026601615928401) | > loss_duration: 1.6515083312988281 (1.6720789140339067) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.375934600830078 (27.393635305523524) | > grad_norm_1: tensor(196.9988, device='cuda:0') (tensor(443.9584, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8612 (0.8498648790648147) | > loader_time: 0.01 (0.010083627276321547)  --> TIME: 2025-05-11 05:06:08 -- STEP: 387/725 -- GLOBAL_STEP: 307250 | > loss_disc: 2.3634679317474365 (2.209535068319748) | > loss_disc_real_0: 0.1586388498544693 (0.13790244768910295) | > loss_disc_real_1: 0.1966051608324051 (0.18996389048506115) | > loss_disc_real_2: 0.18912838399410248 (0.18951908196743758) | > loss_disc_real_3: 0.22803036868572235 (0.20651216466143463) | > loss_disc_real_4: 0.204112246632576 (0.19599864599162603) | > loss_disc_real_5: 0.2161775529384613 (0.20725387619755373) | > loss_0: 2.3634679317474365 (2.209535068319748) | > grad_norm_0: tensor(37.5548, device='cuda:0') (tensor(23.7329, device='cuda:0')) | > loss_gen: 2.5542726516723633 (2.7604239412056395) | > loss_kl: 1.6117775440216064 (1.7042225913483964) | > loss_feat: 6.882944583892822 (8.229541093496087) | > loss_mel: 12.190956115722656 (13.042616321751005) | > loss_duration: 1.7564878463745117 (1.6725113542813048) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.996440887451172 (27.40931522260957) | > grad_norm_1: tensor(487.7917, device='cuda:0') (tensor(441.9336, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8696 (0.8505184397832983) | > loader_time: 0.0093 (0.010041851713983899)  --> TIME: 2025-05-11 05:06:51 -- STEP: 437/725 -- GLOBAL_STEP: 307300 | > loss_disc: 2.1312153339385986 (2.2089893670594916) | > loss_disc_real_0: 0.11390496045351028 (0.13819758263278037) | > loss_disc_real_1: 0.1818101704120636 (0.19011738422397065) | > loss_disc_real_2: 0.19069552421569824 (0.18919755324073456) | > loss_disc_real_3: 0.19422924518585205 (0.20628151897707578) | > loss_disc_real_4: 0.1669722944498062 (0.19606643567368967) | > loss_disc_real_5: 0.22034543752670288 (0.20719845173560783) | > loss_0: 2.1312153339385986 (2.2089893670594916) | > grad_norm_0: tensor(16.1558, device='cuda:0') (tensor(23.8910, device='cuda:0')) | > loss_gen: 2.993048667907715 (2.765278156071016) | > loss_kl: 1.6734204292297363 (1.7020100655217463) | > loss_feat: 9.13760757446289 (8.247414466718258) | > loss_mel: 13.748666763305664 (13.057692564870454) | > loss_duration: 1.646536111831665 (1.6721294883732392) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.199277877807617 (27.444524686451093) | > grad_norm_1: tensor(308.8470, device='cuda:0') (tensor(441.1126, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8682 (0.8494320139459396) | > loader_time: 0.0095 (0.010007878462837272)  --> TIME: 2025-05-11 05:07:34 -- STEP: 487/725 -- GLOBAL_STEP: 307350 | > loss_disc: 2.1254994869232178 (2.2113472788730424) | > loss_disc_real_0: 0.12838196754455566 (0.1384718784377803) | > loss_disc_real_1: 0.16426333785057068 (0.19028060692046941) | > loss_disc_real_2: 0.18839944899082184 (0.18968894637096095) | > loss_disc_real_3: 0.20068779587745667 (0.20640211982281548) | > loss_disc_real_4: 0.178480327129364 (0.196302005734287) | > loss_disc_real_5: 0.20791348814964294 (0.20706763367878092) | > loss_0: 2.1254994869232178 (2.2113472788730424) | > grad_norm_0: tensor(10.7044, device='cuda:0') (tensor(23.5888, device='cuda:0')) | > loss_gen: 2.819810152053833 (2.7619271939295285) | > loss_kl: 1.4429618120193481 (1.6999415213077707) | > loss_feat: 9.066611289978027 (8.233150208020868) | > loss_mel: 13.318096160888672 (13.055066570853795) | > loss_duration: 1.6639809608459473 (1.6726559035831898) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.311460494995117 (27.42274136318074) | > grad_norm_1: tensor(451.4744, device='cuda:0') (tensor(434.8533, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.806 (0.8487133230761581) | > loader_time: 0.0093 (0.009991565524185463)  --> TIME: 2025-05-11 05:08:17 -- STEP: 537/725 -- GLOBAL_STEP: 307400 | > loss_disc: 2.1371850967407227 (2.2099229734481143) | > loss_disc_real_0: 0.09362535923719406 (0.13824490624266608) | > loss_disc_real_1: 0.191666841506958 (0.19022551625689532) | > loss_disc_real_2: 0.1984037160873413 (0.18972984935873266) | > loss_disc_real_3: 0.20073051750659943 (0.2061073347731898) | > loss_disc_real_4: 0.17706485092639923 (0.19643148174942981) | > loss_disc_real_5: 0.1838737279176712 (0.20690074066321054) | > loss_0: 2.1371850967407227 (2.2099229734481143) | > grad_norm_0: tensor(27.0543, device='cuda:0') (tensor(23.4805, device='cuda:0')) | > loss_gen: 2.704068899154663 (2.76225254033975) | > loss_kl: 1.7120522260665894 (1.6983529111748519) | > loss_feat: 8.70382022857666 (8.235630072694937) | > loss_mel: 13.940584182739258 (13.057511471725265) | > loss_duration: 1.6919931173324585 (1.6731329070789187) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.752519607543945 (27.426879875708785) | > grad_norm_1: tensor(609.8353, device='cuda:0') (tensor(436.5851, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.836 (0.8484779531951279) | > loader_time: 0.0093 (0.009983017013947612)  --> TIME: 2025-05-11 05:09:00 -- STEP: 587/725 -- GLOBAL_STEP: 307450 | > loss_disc: 2.1038458347320557 (2.209483198250374) | > loss_disc_real_0: 0.14345848560333252 (0.1383908854661035) | > loss_disc_real_1: 0.20599034428596497 (0.1901241392404907) | > loss_disc_real_2: 0.18821504712104797 (0.18963626694740177) | > loss_disc_real_3: 0.23122625052928925 (0.20612874949506435) | > loss_disc_real_4: 0.20514628291130066 (0.1964826589700919) | > loss_disc_real_5: 0.194707989692688 (0.20678651901485565) | > loss_0: 2.1038458347320557 (2.209483198250374) | > grad_norm_0: tensor(32.4943, device='cuda:0') (tensor(23.6485, device='cuda:0')) | > loss_gen: 2.984304428100586 (2.7634503305262976) | > loss_kl: 1.8305728435516357 (1.69762789086142) | > loss_feat: 9.29353141784668 (8.238401953975039) | > loss_mel: 14.214201927185059 (13.053393060141564) | > loss_duration: 1.6638115644454956 (1.6724393392137202) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.986421585083008 (27.425312532883073) | > grad_norm_1: tensor(739.5574, device='cuda:0') (tensor(438.8660, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8519 (0.848240410855113) | > loader_time: 0.0096 (0.00994418020752057)  --> TIME: 2025-05-11 05:09:43 -- STEP: 637/725 -- GLOBAL_STEP: 307500 | > loss_disc: 2.202535390853882 (2.209347986912989) | > loss_disc_real_0: 0.11036365479230881 (0.13810002068101507) | > loss_disc_real_1: 0.17263434827327728 (0.1900839112476801) | > loss_disc_real_2: 0.18606026470661163 (0.18951674718029646) | > loss_disc_real_3: 0.21021264791488647 (0.20626573938309112) | > loss_disc_real_4: 0.2275601327419281 (0.1968642075076768) | > loss_disc_real_5: 0.20479737222194672 (0.20674267373803645) | > loss_0: 2.202535390853882 (2.209347986912989) | > grad_norm_0: tensor(21.3171, device='cuda:0') (tensor(23.4660, device='cuda:0')) | > loss_gen: 2.7247469425201416 (2.762164310907458) | > loss_kl: 1.5724269151687622 (1.7024666258079852) | > loss_feat: 8.059370994567871 (8.232268453205792) | > loss_mel: 12.526331901550293 (13.050495923220453) | > loss_duration: 1.629563570022583 (1.6726330647850336) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.512441635131836 (27.42002834817117) | > grad_norm_1: tensor(402.6699, device='cuda:0') (tensor(439.1886, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8356 (0.8479109641334138) | > loader_time: 0.0117 (0.009946343288691121)  --> TIME: 2025-05-11 05:10:25 -- STEP: 687/725 -- GLOBAL_STEP: 307550 | > loss_disc: 2.1723220348358154 (2.2086241904651573) | > loss_disc_real_0: 0.13906638324260712 (0.13797415625927567) | > loss_disc_real_1: 0.17395082116127014 (0.1900760189588066) | > loss_disc_real_2: 0.1491314321756363 (0.18953530041411454) | > loss_disc_real_3: 0.17013226449489594 (0.20609587029685442) | > loss_disc_real_4: 0.18001563847064972 (0.19657189161496383) | > loss_disc_real_5: 0.2391008734703064 (0.2068211826261301) | > loss_0: 2.1723220348358154 (2.2086241904651573) | > grad_norm_0: tensor(34.0291, device='cuda:0') (tensor(23.5196, device='cuda:0')) | > loss_gen: 2.7804079055786133 (2.7639776869111725) | > loss_kl: 1.6594347953796387 (1.7045139454337708) | > loss_feat: 8.673717498779297 (8.241834911890612) | > loss_mel: 13.982165336608887 (13.056368047667032) | > loss_duration: 1.6921823024749756 (1.672642084361858) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.78790855407715 (27.43933663236349) | > grad_norm_1: tensor(570.6866, device='cuda:0') (tensor(440.6038, device='cuda:0')) | > current_lr_0: 0.0001911989585739735 | > current_lr_1: 0.0001911989585739735 | > step_time: 0.8478 (0.8472723981699049) | > loader_time: 0.0096 (0.009917469177357155)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2538504600524902 (2.2538504600524902) | > loss_disc_real_0: 0.17593629658222198 (0.17593629658222198) | > loss_disc_real_1: 0.1689806878566742 (0.1689806878566742) | > loss_disc_real_2: 0.13686327636241913 (0.13686327636241913) | > loss_disc_real_3: 0.2402629554271698 (0.2402629554271698) | > loss_disc_real_4: 0.23054634034633636 (0.23054634034633636) | > loss_disc_real_5: 0.22984305024147034 (0.22984305024147034) | > loss_0: 2.2538504600524902 (2.2538504600524902) | > loss_gen: 2.6198883056640625 (2.6198883056640625) | > loss_kl: 2.069225549697876 (2.069225549697876) | > loss_feat: 8.749176025390625 (8.749176025390625) | > loss_mel: 13.919245719909668 (13.919245719909668) | > loss_duration: 1.7271296977996826 (1.7271296977996826) | > loss_1: 29.084665298461914 (29.084665298461914)  --> STEP: 1 | > loss_disc: 2.441364288330078 (2.441364288330078) | > loss_disc_real_0: 0.19484567642211914 (0.19484567642211914) | > loss_disc_real_1: 0.18371045589447021 (0.18371045589447021) | > loss_disc_real_2: 0.16054591536521912 (0.16054591536521912) | > loss_disc_real_3: 0.2506834864616394 (0.2506834864616394) | > loss_disc_real_4: 0.24886631965637207 (0.24886631965637207) | > loss_disc_real_5: 0.2558418810367584 (0.2558418810367584) | > loss_0: 2.441364288330078 (2.441364288330078) | > loss_gen: 2.3860554695129395 (2.3860554695129395) | > loss_kl: 2.15199875831604 (2.15199875831604) | > loss_feat: 6.246426105499268 (6.246426105499268) | > loss_mel: 11.991817474365234 (11.991817474365234) | > loss_duration: 1.8446078300476074 (1.8446078300476074) | > loss_1: 24.620906829833984 (24.620906829833984)  --> STEP: 2 | > loss_disc: 2.218783140182495 (2.3300737142562866) | > loss_disc_real_0: 0.17496609687805176 (0.18490588665008545) | > loss_disc_real_1: 0.17439351975917816 (0.1790519878268242) | > loss_disc_real_2: 0.13142375648021698 (0.14598483592271805) | > loss_disc_real_3: 0.20450091361999512 (0.22759220004081726) | > loss_disc_real_4: 0.2326679676771164 (0.24076714366674423) | > loss_disc_real_5: 0.23675721883773804 (0.24629954993724823) | > loss_0: 2.218783140182495 (2.3300737142562866) | > loss_gen: 2.6980204582214355 (2.5420379638671875) | > loss_kl: 1.9966187477111816 (2.074308753013611) | > loss_feat: 8.75055980682373 (7.498492956161499) | > loss_mel: 14.628127098083496 (13.309972286224365) | > loss_duration: 1.8764996528625488 (1.8605537414550781) | > loss_1: 29.949825286865234 (27.28536605834961)  --> STEP: 3 | > loss_disc: 2.2691454887390137 (2.309764305750529) | > loss_disc_real_0: 0.1628425419330597 (0.17755143841107687) | > loss_disc_real_1: 0.17718656361103058 (0.17843017975489298) | > loss_disc_real_2: 0.15331412851810455 (0.14842793345451355) | > loss_disc_real_3: 0.2293495088815689 (0.22817796965440115) | > loss_disc_real_4: 0.22577731311321259 (0.23577053348223367) | > loss_disc_real_5: 0.23090529441833496 (0.24116813143094382) | > loss_0: 2.2691454887390137 (2.309764305750529) | > loss_gen: 2.570054531097412 (2.5513768196105957) | > loss_kl: 1.8710061311721802 (2.0065412123998008) | > loss_feat: 8.522153854370117 (7.839713255564372) | > loss_mel: 14.298993110656738 (13.63964589436849) | > loss_duration: 1.8382827043533325 (1.8531300624211628) | > loss_1: 29.100492477416992 (27.890408198038738)  --> STEP: 4 | > loss_disc: 2.3366997241973877 (2.3164981603622437) | > loss_disc_real_0: 0.2095198631286621 (0.18554354459047318) | > loss_disc_real_1: 0.18892782926559448 (0.18105459213256836) | > loss_disc_real_2: 0.1424003690481186 (0.1469210423529148) | > loss_disc_real_3: 0.2536003887653351 (0.23453357443213463) | > loss_disc_real_4: 0.2189193218946457 (0.23155773058533669) | > loss_disc_real_5: 0.2583385705947876 (0.24546074122190475) | > loss_0: 2.3366997241973877 (2.3164981603622437) | > loss_gen: 2.6092147827148438 (2.5658363103866577) | > loss_kl: 1.8814113140106201 (1.9752587378025055) | > loss_feat: 7.86320161819458 (7.845585346221924) | > loss_mel: 13.585067749023438 (13.626001358032227) | > loss_duration: 1.7652504444122314 (1.83116015791893) | > loss_1: 27.704147338867188 (27.84384298324585) --> EVAL PERFORMANCE | > avg_loader_time: 0.2778088450431824 (+0.0003198385238647461) | > avg_loss_disc: 2.3164981603622437 (+0.09584540128707886) | > avg_loss_disc_real_0: 0.18554354459047318 (-0.03808504343032837) | > avg_loss_disc_real_1: 0.18105459213256836 (+0.010883152484893799) | > avg_loss_disc_real_2: 0.1469210423529148 (-0.062186263501644135) | > avg_loss_disc_real_3: 0.23453357443213463 (+0.03227536752820015) | > avg_loss_disc_real_4: 0.23155773058533669 (+0.02980997785925865) | > avg_loss_disc_real_5: 0.24546074122190475 (+0.004615314304828644) | > avg_loss_0: 2.3164981603622437 (+0.09584540128707886) | > avg_loss_gen: 2.5658363103866577 (-0.4645601511001587) | > avg_loss_kl: 1.9752587378025055 (-0.13352426886558533) | > avg_loss_feat: 7.845585346221924 (-0.9401967525482178) | > avg_loss_mel: 13.626001358032227 (-0.6552670001983643) | > avg_loss_duration: 1.83116015791893 (+0.007721811532974243) | > avg_loss_1: 27.84384298324585 (-2.185823917388916)  > EPOCH: 361/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 05:11:04)   --> TIME: 2025-05-11 05:11:16 -- STEP: 12/725 -- GLOBAL_STEP: 307600 | > loss_disc: 2.1071739196777344 (2.198982894420624) | > loss_disc_real_0: 0.11030849069356918 (0.13514525505403677) | > loss_disc_real_1: 0.1989208459854126 (0.19249769176046053) | > loss_disc_real_2: 0.19220298528671265 (0.18926768004894257) | > loss_disc_real_3: 0.21055097877979279 (0.20865768442551294) | > loss_disc_real_4: 0.17834268510341644 (0.20058867086966833) | > loss_disc_real_5: 0.183889701962471 (0.21149061247706413) | > loss_0: 2.1071739196777344 (2.198982894420624) | > grad_norm_0: tensor(11.0097, device='cuda:0') (tensor(20.5906, device='cuda:0')) | > loss_gen: 2.845813512802124 (2.7429072856903076) | > loss_kl: 1.7016586065292358 (1.7503420511881511) | > loss_feat: 9.220880508422852 (8.29214334487915) | > loss_mel: 13.63016414642334 (13.162907044092814) | > loss_duration: 1.7018059492111206 (1.6717049777507782) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.100322723388672 (27.6200049718221) | > grad_norm_1: tensor(290.9831, device='cuda:0') (tensor(432.3617, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8354 (0.82618115345637) | > loader_time: 0.0094 (0.009970009326934814)  --> TIME: 2025-05-11 05:12:00 -- STEP: 62/725 -- GLOBAL_STEP: 307650 | > loss_disc: 2.417865037918091 (2.206536666039498) | > loss_disc_real_0: 0.16361123323440552 (0.1385253999502428) | > loss_disc_real_1: 0.22616834938526154 (0.190614597210961) | > loss_disc_real_2: 0.20880140364170074 (0.18909058455497987) | > loss_disc_real_3: 0.20873324573040009 (0.20565476556939463) | > loss_disc_real_4: 0.19282928109169006 (0.19594509154558182) | > loss_disc_real_5: 0.20366643369197845 (0.2083958161454047) | > loss_0: 2.417865037918091 (2.206536666039498) | > grad_norm_0: tensor(12.5511, device='cuda:0') (tensor(19.5359, device='cuda:0')) | > loss_gen: 2.4090278148651123 (2.748543297090838) | > loss_kl: 1.7483285665512085 (1.7209516840596353) | > loss_feat: 6.630158424377441 (8.19711666722451) | > loss_mel: 11.220170021057129 (13.095215043713969) | > loss_duration: 1.7008280754089355 (1.6658501298196855) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.708511352539062 (27.427677062249952) | > grad_norm_1: tensor(300.0515, device='cuda:0') (tensor(373.4770, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8279 (0.8461874800343667) | > loader_time: 0.0099 (0.010561100898250459)  --> TIME: 2025-05-11 05:12:43 -- STEP: 112/725 -- GLOBAL_STEP: 307700 | > loss_disc: 2.3170154094696045 (2.2071356709514367) | > loss_disc_real_0: 0.1270429790019989 (0.1374784210430724) | > loss_disc_real_1: 0.22855234146118164 (0.1902308924389737) | > loss_disc_real_2: 0.20103292167186737 (0.189274924008974) | > loss_disc_real_3: 0.21032629907131195 (0.20575614566249506) | > loss_disc_real_4: 0.20609939098358154 (0.19595992072884524) | > loss_disc_real_5: 0.20786882936954498 (0.20827022208166973) | > loss_0: 2.3170154094696045 (2.2071356709514367) | > grad_norm_0: tensor(12.5107, device='cuda:0') (tensor(18.6983, device='cuda:0')) | > loss_gen: 2.5781259536743164 (2.7450003858123506) | > loss_kl: 1.5642931461334229 (1.7061351473842348) | > loss_feat: 7.10779333114624 (8.180712529591153) | > loss_mel: 11.940375328063965 (13.065638065338135) | > loss_duration: 1.6615171432495117 (1.6690875813364983) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.85210418701172 (27.366573912756785) | > grad_norm_1: tensor(127.5646, device='cuda:0') (tensor(365.4885, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8106 (0.8468217551708221) | > loader_time: 0.0096 (0.010325314743178235)  --> TIME: 2025-05-11 05:13:25 -- STEP: 162/725 -- GLOBAL_STEP: 307750 | > loss_disc: 2.1578612327575684 (2.2043947540683533) | > loss_disc_real_0: 0.12060189247131348 (0.1375578521394435) | > loss_disc_real_1: 0.22148798406124115 (0.18998900580185432) | > loss_disc_real_2: 0.19238990545272827 (0.18843431448862868) | > loss_disc_real_3: 0.17010009288787842 (0.20549078828390735) | > loss_disc_real_4: 0.18905410170555115 (0.1958660108991611) | > loss_disc_real_5: 0.1857672780752182 (0.20694805194198349) | > loss_0: 2.1578612327575684 (2.2043947540683533) | > grad_norm_0: tensor(14.2222, device='cuda:0') (tensor(20.1464, device='cuda:0')) | > loss_gen: 2.9408740997314453 (2.753075028643196) | > loss_kl: 1.820432424545288 (1.7039015278404142) | > loss_feat: 8.254644393920898 (8.196235418319706) | > loss_mel: 13.208558082580566 (13.01794147491455) | > loss_duration: 1.6163471937179565 (1.6689189230954204) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.84085464477539 (27.340072549419638) | > grad_norm_1: tensor(376.1103, device='cuda:0') (tensor(390.7934, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8225 (0.8435321369288881) | > loader_time: 0.0103 (0.010304137512489606)  --> TIME: 2025-05-11 05:14:08 -- STEP: 212/725 -- GLOBAL_STEP: 307800 | > loss_disc: 2.2351040840148926 (2.2033652562015487) | > loss_disc_real_0: 0.13555975258350372 (0.1381424035666123) | > loss_disc_real_1: 0.2032962143421173 (0.1900911397247944) | > loss_disc_real_2: 0.19950640201568604 (0.18865780940033344) | > loss_disc_real_3: 0.19712881743907928 (0.20528270683760913) | > loss_disc_real_4: 0.2243831306695938 (0.19535561714251087) | > loss_disc_real_5: 0.22087158262729645 (0.20699687358343377) | > loss_0: 2.2351040840148926 (2.2033652562015487) | > grad_norm_0: tensor(36.0242, device='cuda:0') (tensor(20.5138, device='cuda:0')) | > loss_gen: 2.7548470497131348 (2.759992262102524) | > loss_kl: 1.8247151374816895 (1.721736453051837) | > loss_feat: 7.794210433959961 (8.226053249161206) | > loss_mel: 12.57351016998291 (13.000733717432562) | > loss_duration: 1.6639741659164429 (1.6688984964253768) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.611257553100586 (27.37741430750433) | > grad_norm_1: tensor(598.9506, device='cuda:0') (tensor(394.3633, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8183 (0.8434185464427156) | > loader_time: 0.0124 (0.010319586070078731)  --> TIME: 2025-05-11 05:14:51 -- STEP: 262/725 -- GLOBAL_STEP: 307850 | > loss_disc: 2.222170829772949 (2.2057106267404936) | > loss_disc_real_0: 0.10332515835762024 (0.1384970008018817) | > loss_disc_real_1: 0.16868096590042114 (0.1900786591395167) | > loss_disc_real_2: 0.18602068722248077 (0.18864960456622457) | > loss_disc_real_3: 0.1929713785648346 (0.2056554645754909) | > loss_disc_real_4: 0.2022692710161209 (0.1959190296421524) | > loss_disc_real_5: 0.18238021433353424 (0.20685178536267682) | > loss_0: 2.222170829772949 (2.2057106267404936) | > grad_norm_0: tensor(13.9915, device='cuda:0') (tensor(20.8992, device='cuda:0')) | > loss_gen: 2.6609673500061035 (2.75756823197576) | > loss_kl: 1.6344473361968994 (1.7238503239537013) | > loss_feat: 7.502747535705566 (8.221786215105137) | > loss_mel: 12.127516746520996 (12.961149266657939) | > loss_duration: 1.6688501834869385 (1.6698360629664122) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.594528198242188 (27.334190259452996) | > grad_norm_1: tensor(303.3665, device='cuda:0') (tensor(395.7291, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8838 (0.8430565104229759) | > loader_time: 0.0097 (0.010376093041805827)  --> TIME: 2025-05-11 05:15:34 -- STEP: 312/725 -- GLOBAL_STEP: 307900 | > loss_disc: 2.1204781532287598 (2.2038556131032814) | > loss_disc_real_0: 0.11691632121801376 (0.13830101463752673) | > loss_disc_real_1: 0.19061435759067535 (0.19035812472112662) | > loss_disc_real_2: 0.19370393455028534 (0.18882585111527858) | > loss_disc_real_3: 0.19669878482818604 (0.20549769933598164) | > loss_disc_real_4: 0.17553049325942993 (0.19560670714156744) | > loss_disc_real_5: 0.22552354633808136 (0.20639205728776944) | > loss_0: 2.1204781532287598 (2.2038556131032814) | > grad_norm_0: tensor(26.9507, device='cuda:0') (tensor(21.0592, device='cuda:0')) | > loss_gen: 2.797548770904541 (2.761737005832869) | > loss_kl: 1.7263108491897583 (1.7224320696714597) | > loss_feat: 8.814166069030762 (8.235327673264045) | > loss_mel: 13.169283866882324 (12.96957229345272) | > loss_duration: 1.657320499420166 (1.6700460310929854) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.164628982543945 (27.35911518488174) | > grad_norm_1: tensor(563.9762, device='cuda:0') (tensor(396.8074, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8307 (0.8443729098026568) | > loader_time: 0.0109 (0.010434079628724323)  --> TIME: 2025-05-11 05:16:18 -- STEP: 362/725 -- GLOBAL_STEP: 307950 | > loss_disc: 2.1293344497680664 (2.2030101461305156) | > loss_disc_real_0: 0.13742470741271973 (0.13814390979666064) | > loss_disc_real_1: 0.20190587639808655 (0.1904401260103968) | > loss_disc_real_2: 0.19113661348819733 (0.18860860749338204) | > loss_disc_real_3: 0.20512355864048004 (0.20528015737210847) | > loss_disc_real_4: 0.20052112638950348 (0.19580228655542453) | > loss_disc_real_5: 0.19517822563648224 (0.206159393143588) | > loss_0: 2.1293344497680664 (2.2030101461305156) | > grad_norm_0: tensor(35.5975, device='cuda:0') (tensor(20.9419, device='cuda:0')) | > loss_gen: 2.870478868484497 (2.7631998371682784) | > loss_kl: 1.9183043241500854 (1.7240726506512467) | > loss_feat: 8.401825904846191 (8.245149213306158) | > loss_mel: 13.126792907714844 (12.974036469643938) | > loss_duration: 1.6333712339401245 (1.6696090658725289) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.950773239135742 (27.376067356510053) | > grad_norm_1: tensor(501.4199, device='cuda:0') (tensor(396.4103, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8448 (0.8453805663967658) | > loader_time: 0.0095 (0.010378748672443212)  --> TIME: 2025-05-11 05:17:01 -- STEP: 412/725 -- GLOBAL_STEP: 308000 | > loss_disc: 2.299934148788452 (2.203263325019947) | > loss_disc_real_0: 0.15995721518993378 (0.13837020874963796) | > loss_disc_real_1: 0.1894974410533905 (0.19041797193219356) | > loss_disc_real_2: 0.19883006811141968 (0.18841055914470287) | > loss_disc_real_3: 0.20796576142311096 (0.2051762830719207) | > loss_disc_real_4: 0.17328953742980957 (0.19562372843762044) | > loss_disc_real_5: 0.1820431798696518 (0.20626803397119625) | > loss_0: 2.299934148788452 (2.203263325019947) | > grad_norm_0: tensor(14.9933, device='cuda:0') (tensor(20.8790, device='cuda:0')) | > loss_gen: 2.5819735527038574 (2.763769199547259) | > loss_kl: 1.795111894607544 (1.7205338839767048) | > loss_feat: 7.390925407409668 (8.24958091221967) | > loss_mel: 11.638529777526855 (12.98334747842214) | > loss_duration: 1.6729941368103027 (1.6700984005210464) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.07953453063965 (27.387329944129124) | > grad_norm_1: tensor(302.7641, device='cuda:0') (tensor(392.1834, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8746 (0.8459653605535191) | > loader_time: 0.0118 (0.010338739284033924) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_308000.pth  --> TIME: 2025-05-11 05:17:46 -- STEP: 462/725 -- GLOBAL_STEP: 308050 | > loss_disc: 2.2234046459198 (2.2037340020720566) | > loss_disc_real_0: 0.1206049993634224 (0.13801288699884406) | > loss_disc_real_1: 0.18482452630996704 (0.19058624700163346) | > loss_disc_real_2: 0.18723206222057343 (0.18848833644931962) | > loss_disc_real_3: 0.2219403088092804 (0.2051838750576044) | > loss_disc_real_4: 0.21222487092018127 (0.19571971764296162) | > loss_disc_real_5: 0.1776469349861145 (0.20641828318694969) | > loss_0: 2.2234046459198 (2.2037340020720566) | > grad_norm_0: tensor(24.9519, device='cuda:0') (tensor(20.7558, device='cuda:0')) | > loss_gen: 2.848996877670288 (2.76548035217054) | > loss_kl: 1.7281417846679688 (1.7190642062719765) | > loss_feat: 8.655336380004883 (8.25658378972636) | > loss_mel: 13.691388130187988 (13.000495844589162) | > loss_duration: 1.696940302848816 (1.6700866980986158) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.620803833007812 (27.411710949687212) | > grad_norm_1: tensor(555.6609, device='cuda:0') (tensor(393.9959, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.7882 (0.8451463856222309) | > loader_time: 0.0098 (0.010353182817434345)  --> TIME: 2025-05-11 05:18:29 -- STEP: 512/725 -- GLOBAL_STEP: 308100 | > loss_disc: 2.184535026550293 (2.204942472977563) | > loss_disc_real_0: 0.12715591490268707 (0.13794412164133946) | > loss_disc_real_1: 0.18317094445228577 (0.19084908845252355) | > loss_disc_real_2: 0.18275323510169983 (0.1886364520178176) | > loss_disc_real_3: 0.22099818289279938 (0.20549198999651708) | > loss_disc_real_4: 0.19336840510368347 (0.19585309445392338) | > loss_disc_real_5: 0.1837647408246994 (0.20620709122158587) | > loss_0: 2.184535026550293 (2.204942472977563) | > grad_norm_0: tensor(16.0381, device='cuda:0') (tensor(20.6410, device='cuda:0')) | > loss_gen: 2.7821834087371826 (2.76517690345645) | > loss_kl: 1.863603949546814 (1.7223997309338301) | > loss_feat: 7.912644863128662 (8.252192246727647) | > loss_mel: 12.071564674377441 (13.00795503519475) | > loss_duration: 1.622105598449707 (1.6709184204228218) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.25210189819336 (27.418642360717055) | > grad_norm_1: tensor(421.5009, device='cuda:0') (tensor(394.5922, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.835 (0.844516776036471) | > loader_time: 0.0117 (0.010324145201593646)  --> TIME: 2025-05-11 05:19:11 -- STEP: 562/725 -- GLOBAL_STEP: 308150 | > loss_disc: 2.1693437099456787 (2.2033318542076596) | > loss_disc_real_0: 0.1683342158794403 (0.13812823577707747) | > loss_disc_real_1: 0.17704536020755768 (0.19097901133031603) | > loss_disc_real_2: 0.205375075340271 (0.18835337075580477) | > loss_disc_real_3: 0.18493396043777466 (0.20524967114484186) | > loss_disc_real_4: 0.18366362154483795 (0.19581809642582176) | > loss_disc_real_5: 0.21970707178115845 (0.20594688091307775) | > loss_0: 2.1693437099456787 (2.2033318542076596) | > grad_norm_0: tensor(28.4482, device='cuda:0') (tensor(20.9574, device='cuda:0')) | > loss_gen: 2.9125332832336426 (2.7712365923402995) | > loss_kl: 1.8070399761199951 (1.727784973022353) | > loss_feat: 9.137789726257324 (8.273758261229222) | > loss_mel: 13.112563133239746 (13.026232602333254) | > loss_duration: 1.6387509107589722 (1.6709129704275163) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.608675003051758 (27.46992540868576) | > grad_norm_1: tensor(445.8821, device='cuda:0') (tensor(398.8689, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8742 (0.8435939558884427) | > loader_time: 0.0097 (0.010303922819497328)  --> TIME: 2025-05-11 05:19:54 -- STEP: 612/725 -- GLOBAL_STEP: 308200 | > loss_disc: 2.334547996520996 (2.205138115127102) | > loss_disc_real_0: 0.1507602334022522 (0.13835709758735923) | > loss_disc_real_1: 0.1990194022655487 (0.19130700339678833) | > loss_disc_real_2: 0.22255069017410278 (0.18870120227726453) | > loss_disc_real_3: 0.2240326702594757 (0.20525816813403486) | > loss_disc_real_4: 0.2567424476146698 (0.19594695811080776) | > loss_disc_real_5: 0.2002071887254715 (0.2057656685949541) | > loss_0: 2.334547996520996 (2.205138115127102) | > grad_norm_0: tensor(18.4047, device='cuda:0') (tensor(21.1624, device='cuda:0')) | > loss_gen: 2.621459484100342 (2.770541314206093) | > loss_kl: 1.8501425981521606 (1.7279766529214156) | > loss_feat: 7.053988456726074 (8.253658082750114) | > loss_mel: 12.531439781188965 (13.010263070561523) | > loss_duration: 1.617427110671997 (1.670810218145644) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.674457550048828 (27.433249352025044) | > grad_norm_1: tensor(142.9642, device='cuda:0') (tensor(402.3359, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.7909 (0.8434157745510922) | > loader_time: 0.0109 (0.010295506006751966)  --> TIME: 2025-05-11 05:20:36 -- STEP: 662/725 -- GLOBAL_STEP: 308250 | > loss_disc: 2.1540684700012207 (2.204399594187375) | > loss_disc_real_0: 0.1832570731639862 (0.13815262802282818) | > loss_disc_real_1: 0.1707661896944046 (0.19134244741449896) | > loss_disc_real_2: 0.17611064016819 (0.18879349943914436) | > loss_disc_real_3: 0.14839282631874084 (0.20514887377754798) | > loss_disc_real_4: 0.18229582905769348 (0.19575359341421156) | > loss_disc_real_5: 0.19313061237335205 (0.20558785606637106) | > loss_0: 2.1540684700012207 (2.204399594187375) | > grad_norm_0: tensor(34.7007, device='cuda:0') (tensor(21.3511, device='cuda:0')) | > loss_gen: 2.878201484680176 (2.7719145635103533) | > loss_kl: 1.7090576887130737 (1.7269233380559714) | > loss_feat: 9.281534194946289 (8.252787535284222) | > loss_mel: 13.855052947998047 (13.00990655126888) | > loss_duration: 1.6862587928771973 (1.6712576082465864) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.410104751586914 (27.432789603749065) | > grad_norm_1: tensor(590.9630, device='cuda:0') (tensor(409.2982, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8662 (0.8427132508545843) | > loader_time: 0.0105 (0.010283536421208224)  --> TIME: 2025-05-11 05:21:19 -- STEP: 712/725 -- GLOBAL_STEP: 308300 | > loss_disc: 2.188220739364624 (2.205428958106576) | > loss_disc_real_0: 0.14041510224342346 (0.13835099179381374) | > loss_disc_real_1: 0.2031424343585968 (0.19129206436905968) | > loss_disc_real_2: 0.17226816713809967 (0.18894486135562477) | > loss_disc_real_3: 0.24024508893489838 (0.2053440259874202) | > loss_disc_real_4: 0.1732320636510849 (0.19594101205970463) | > loss_disc_real_5: 0.2103108912706375 (0.2056753534949228) | > loss_0: 2.188220739364624 (2.205428958106576) | > grad_norm_0: tensor(10.9650, device='cuda:0') (tensor(21.4217, device='cuda:0')) | > loss_gen: 2.66145396232605 (2.770404836769854) | > loss_kl: 1.7379791736602783 (1.7262225921234395) | > loss_feat: 8.107958793640137 (8.250857068581528) | > loss_mel: 12.872336387634277 (13.009630179137321) | > loss_duration: 1.6728746891021729 (1.6709931630097072) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.052600860595703 (27.428107853685866) | > grad_norm_1: tensor(279.2024, device='cuda:0') (tensor(405.9613, device='cuda:0')) | > current_lr_0: 0.00019117505870415173 | > current_lr_1: 0.00019117505870415173 | > step_time: 0.8165 (0.842833406469795) | > loader_time: 0.0103 (0.010275340482090304)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3078770637512207 (2.3078770637512207) | > loss_disc_real_0: 0.16948683559894562 (0.16948683559894562) | > loss_disc_real_1: 0.21754634380340576 (0.21754634380340576) | > loss_disc_real_2: 0.22043126821517944 (0.22043126821517944) | > loss_disc_real_3: 0.23265217244625092 (0.23265217244625092) | > loss_disc_real_4: 0.19891250133514404 (0.19891250133514404) | > loss_disc_real_5: 0.2436821013689041 (0.2436821013689041) | > loss_0: 2.3078770637512207 (2.3078770637512207) | > loss_gen: 2.707449436187744 (2.707449436187744) | > loss_kl: 2.210028886795044 (2.210028886795044) | > loss_feat: 7.469141483306885 (7.469141483306885) | > loss_mel: 13.424060821533203 (13.424060821533203) | > loss_duration: 1.7138150930404663 (1.7138150930404663) | > loss_1: 27.52449607849121 (27.52449607849121)  --> STEP: 1 | > loss_disc: 2.228330612182617 (2.228330612182617) | > loss_disc_real_0: 0.14066612720489502 (0.14066612720489502) | > loss_disc_real_1: 0.21177200973033905 (0.21177200973033905) | > loss_disc_real_2: 0.19470623135566711 (0.19470623135566711) | > loss_disc_real_3: 0.23133978247642517 (0.23133978247642517) | > loss_disc_real_4: 0.22468610107898712 (0.22468610107898712) | > loss_disc_real_5: 0.252035528421402 (0.252035528421402) | > loss_0: 2.228330612182617 (2.228330612182617) | > loss_gen: 2.822244167327881 (2.822244167327881) | > loss_kl: 2.1050963401794434 (2.1050963401794434) | > loss_feat: 8.679282188415527 (8.679282188415527) | > loss_mel: 14.507034301757812 (14.507034301757812) | > loss_duration: 1.8184022903442383 (1.8184022903442383) | > loss_1: 29.93206024169922 (29.93206024169922)  --> STEP: 2 | > loss_disc: 2.2569522857666016 (2.2426414489746094) | > loss_disc_real_0: 0.1576061248779297 (0.14913612604141235) | > loss_disc_real_1: 0.18931907415390015 (0.2005455419421196) | > loss_disc_real_2: 0.20286685228347778 (0.19878654181957245) | > loss_disc_real_3: 0.245636984705925 (0.23848838359117508) | > loss_disc_real_4: 0.1992861032485962 (0.21198610216379166) | > loss_disc_real_5: 0.24836328625679016 (0.25019940733909607) | > loss_0: 2.2569522857666016 (2.2426414489746094) | > loss_gen: 2.7823338508605957 (2.8022890090942383) | > loss_kl: 1.9751896858215332 (2.0401430130004883) | > loss_feat: 8.994719505310059 (8.837000846862793) | > loss_mel: 14.244651794433594 (14.375843048095703) | > loss_duration: 1.887075662612915 (1.8527389764785767) | > loss_1: 29.883970260620117 (29.908015251159668)  --> STEP: 3 | > loss_disc: 2.2872161865234375 (2.2574996948242188) | > loss_disc_real_0: 0.15744616091251373 (0.15190613766511282) | > loss_disc_real_1: 0.22027871012687683 (0.207123264670372) | > loss_disc_real_2: 0.21507681906223297 (0.20421663423379263) | > loss_disc_real_3: 0.23268629610538483 (0.236554354429245) | > loss_disc_real_4: 0.20014528930187225 (0.20803916454315186) | > loss_disc_real_5: 0.25774651765823364 (0.2527151107788086) | > loss_0: 2.2872161865234375 (2.2574996948242188) | > loss_gen: 2.781195640563965 (2.795257886250814) | > loss_kl: 1.965783953666687 (2.015356659889221) | > loss_feat: 8.861177444458008 (8.845059712727865) | > loss_mel: 14.943082809448242 (14.564922968546549) | > loss_duration: 1.8355861902236938 (1.8470213810602825) | > loss_1: 30.386825561523438 (30.06761868794759)  --> STEP: 4 | > loss_disc: 2.384697914123535 (2.289299249649048) | > loss_disc_real_0: 0.1715323030948639 (0.15681267902255058) | > loss_disc_real_1: 0.23833724856376648 (0.21492676064372063) | > loss_disc_real_2: 0.20571912825107574 (0.2045922577381134) | > loss_disc_real_3: 0.23406212031841278 (0.23593129590153694) | > loss_disc_real_4: 0.20080670714378357 (0.20623105019330978) | > loss_disc_real_5: 0.31372177600860596 (0.26796677708625793) | > loss_0: 2.384697914123535 (2.289299249649048) | > loss_gen: 2.6915502548217773 (2.7693309783935547) | > loss_kl: 1.9000294208526611 (1.9865248501300812) | > loss_feat: 8.031961441040039 (8.641785144805908) | > loss_mel: 13.410136222839355 (14.276226282119751) | > loss_duration: 1.7739965915679932 (1.82876518368721) | > loss_1: 27.80767250061035 (29.50263214111328) --> EVAL PERFORMANCE | > avg_loader_time: 0.27832549810409546 (+0.0005166530609130859) | > avg_loss_disc: 2.289299249649048 (-0.0271989107131958) | > avg_loss_disc_real_0: 0.15681267902255058 (-0.028730865567922592) | > avg_loss_disc_real_1: 0.21492676064372063 (+0.03387216851115227) | > avg_loss_disc_real_2: 0.2045922577381134 (+0.05767121538519859) | > avg_loss_disc_real_3: 0.23593129590153694 (+0.0013977214694023132) | > avg_loss_disc_real_4: 0.20623105019330978 (-0.0253266803920269) | > avg_loss_disc_real_5: 0.26796677708625793 (+0.02250603586435318) | > avg_loss_0: 2.289299249649048 (-0.0271989107131958) | > avg_loss_gen: 2.7693309783935547 (+0.20349466800689697) | > avg_loss_kl: 1.9865248501300812 (+0.011266112327575684) | > avg_loss_feat: 8.641785144805908 (+0.7961997985839844) | > avg_loss_mel: 14.276226282119751 (+0.6502249240875244) | > avg_loss_duration: 1.82876518368721 (-0.0023949742317199707) | > avg_loss_1: 29.50263214111328 (+1.6587891578674316)  > EPOCH: 362/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 05:21:37)   --> TIME: 2025-05-11 05:22:11 -- STEP: 37/725 -- GLOBAL_STEP: 308350 | > loss_disc: 2.2942745685577393 (2.200926316751016) | > loss_disc_real_0: 0.1575094312429428 (0.1356595825101878) | > loss_disc_real_1: 0.1837194412946701 (0.1909590230600254) | > loss_disc_real_2: 0.1783059686422348 (0.18910147571885907) | > loss_disc_real_3: 0.19729530811309814 (0.20488305067693866) | > loss_disc_real_4: 0.19240905344486237 (0.19450912322546984) | > loss_disc_real_5: 0.2150634080171585 (0.2093638048784153) | > loss_0: 2.2942745685577393 (2.200926316751016) | > grad_norm_0: tensor(18.2014, device='cuda:0') (tensor(18.7275, device='cuda:0')) | > loss_gen: 2.5626020431518555 (2.7400762326008565) | > loss_kl: 1.561346411705017 (1.6823861212343783) | > loss_feat: 7.798607349395752 (8.19453480436995) | > loss_mel: 11.785025596618652 (12.901116396929767) | > loss_duration: 1.6684248447418213 (1.6702649174509823) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.376005172729492 (27.1883782051705) | > grad_norm_1: tensor(289.9022, device='cuda:0') (tensor(366.0294, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8572 (0.8457371608631031) | > loader_time: 0.01 (0.010467555071856524)  --> TIME: 2025-05-11 05:22:54 -- STEP: 87/725 -- GLOBAL_STEP: 308400 | > loss_disc: 2.3955044746398926 (2.182676194728106) | > loss_disc_real_0: 0.1349784880876541 (0.13398707872149593) | > loss_disc_real_1: 0.1953234225511551 (0.19022701235338196) | > loss_disc_real_2: 0.17813444137573242 (0.18817733827678637) | > loss_disc_real_3: 0.2654995620250702 (0.20440737149496188) | > loss_disc_real_4: 0.2379935383796692 (0.19358779695527312) | > loss_disc_real_5: 0.2428133487701416 (0.20530077129944987) | > loss_0: 2.3955044746398926 (2.182676194728106) | > grad_norm_0: tensor(11.5094, device='cuda:0') (tensor(20.8588, device='cuda:0')) | > loss_gen: 2.5078835487365723 (2.7940975139881004) | > loss_kl: 1.7790402173995972 (1.6925024479285053) | > loss_feat: 6.9139790534973145 (8.420255984383068) | > loss_mel: 11.191518783569336 (13.150173844962284) | > loss_duration: 1.653801441192627 (1.6726999323943565) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.046220779418945 (27.729729707213654) | > grad_norm_1: tensor(449.6131, device='cuda:0') (tensor(422.7062, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8268 (0.8472686087948152) | > loader_time: 0.0097 (0.010263925311209142)  --> TIME: 2025-05-11 05:23:37 -- STEP: 137/725 -- GLOBAL_STEP: 308450 | > loss_disc: 2.173779010772705 (2.1870794070028032) | > loss_disc_real_0: 0.1263384371995926 (0.13368092961337438) | > loss_disc_real_1: 0.20459456741809845 (0.1901870685337234) | > loss_disc_real_2: 0.1982479840517044 (0.18785812265246454) | > loss_disc_real_3: 0.1953158676624298 (0.20445530801793954) | > loss_disc_real_4: 0.18127194046974182 (0.19454431925376836) | > loss_disc_real_5: 0.21764393150806427 (0.20643702116760895) | > loss_0: 2.173779010772705 (2.1870794070028032) | > grad_norm_0: tensor(16.7742, device='cuda:0') (tensor(20.0729, device='cuda:0')) | > loss_gen: 2.7177228927612305 (2.7813676395555484) | > loss_kl: 1.5945042371749878 (1.7111284132421452) | > loss_feat: 8.084282875061035 (8.390020520147619) | > loss_mel: 12.826740264892578 (13.098295740837598) | > loss_duration: 1.644544005393982 (1.6720893774589483) | > amp_scaler: 512.0 (323.2700729927007) | > loss_1: 26.867795944213867 (27.65290169820298) | > grad_norm_1: tensor(328.1034, device='cuda:0') (tensor(417.2667, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.827 (0.849600715358762) | > loader_time: 0.0103 (0.01024862275506458)  --> TIME: 2025-05-11 05:24:20 -- STEP: 187/725 -- GLOBAL_STEP: 308500 | > loss_disc: 2.3230483531951904 (2.189797803042405) | > loss_disc_real_0: 0.1863146871328354 (0.13550984963057502) | > loss_disc_real_1: 0.21089763939380646 (0.18962562649964013) | > loss_disc_real_2: 0.18932729959487915 (0.18768005527277049) | > loss_disc_real_3: 0.2058711051940918 (0.20413897827984814) | > loss_disc_real_4: 0.18276013433933258 (0.194451430424012) | > loss_disc_real_5: 0.2173839658498764 (0.20609643226638835) | > loss_0: 2.3230483531951904 (2.189797803042405) | > grad_norm_0: tensor(36.2102, device='cuda:0') (tensor(21.0221, device='cuda:0')) | > loss_gen: 2.727623701095581 (2.775649782170587) | > loss_kl: 1.8257746696472168 (1.7197622194647155) | > loss_feat: 8.230597496032715 (8.349854782940872) | > loss_mel: 12.424239158630371 (13.04812707238019) | > loss_duration: 1.6982214450836182 (1.6727369277872504) | > amp_scaler: 256.0 (313.49732620320873) | > loss_1: 26.90645408630371 (27.56613077581885) | > grad_norm_1: tensor(530.4434, device='cuda:0') (tensor(418.0596, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8596 (0.8490567130838488) | > loader_time: 0.0101 (0.010181509874721262)  --> TIME: 2025-05-11 05:25:04 -- STEP: 237/725 -- GLOBAL_STEP: 308550 | > loss_disc: 2.1743180751800537 (2.191826967247426) | > loss_disc_real_0: 0.13061781227588654 (0.13550125779230365) | > loss_disc_real_1: 0.1910760998725891 (0.18994129420835762) | > loss_disc_real_2: 0.1765449196100235 (0.1879452729778451) | > loss_disc_real_3: 0.2041122168302536 (0.2044355452437944) | > loss_disc_real_4: 0.2195451408624649 (0.19496141877103962) | > loss_disc_real_5: 0.22252348065376282 (0.2063518695941957) | > loss_0: 2.1743180751800537 (2.191826967247426) | > grad_norm_0: tensor(10.9306, device='cuda:0') (tensor(20.6131, device='cuda:0')) | > loss_gen: 2.7694013118743896 (2.774167746934207) | > loss_kl: 1.8523105382919312 (1.7214150272844213) | > loss_feat: 8.170199394226074 (8.32034411410239) | > loss_mel: 13.583931922912598 (13.045566502502702) | > loss_duration: 1.6395138502120972 (1.6723112285388673) | > amp_scaler: 256.0 (301.36708860759506) | > loss_1: 28.015356063842773 (27.5338045836501) | > grad_norm_1: tensor(401.9619, device='cuda:0') (tensor(413.7684, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.811 (0.8498564712105925) | > loader_time: 0.0102 (0.010087877386229951)  --> TIME: 2025-05-11 05:25:46 -- STEP: 287/725 -- GLOBAL_STEP: 308600 | > loss_disc: 2.218885898590088 (2.1995264952191063) | > loss_disc_real_0: 0.12260033935308456 (0.1362335457359455) | > loss_disc_real_1: 0.17954625189304352 (0.19065489020289444) | > loss_disc_real_2: 0.17135626077651978 (0.18841591316440798) | > loss_disc_real_3: 0.23201338946819305 (0.20467277878460563) | > loss_disc_real_4: 0.17282460629940033 (0.19517314600196867) | > loss_disc_real_5: 0.1913318783044815 (0.207186579496603) | > loss_0: 2.218885898590088 (2.1995264952191063) | > grad_norm_0: tensor(27.5461, device='cuda:0') (tensor(20.5917, device='cuda:0')) | > loss_gen: 2.8268260955810547 (2.7651687515737287) | > loss_kl: 1.707567811012268 (1.7117814988624762) | > loss_feat: 9.067312240600586 (8.262187372932036) | > loss_mel: 13.876703262329102 (13.006750342737922) | > loss_duration: 1.6803171634674072 (1.672116355613549) | > amp_scaler: 256.0 (293.46341463414643) | > loss_1: 29.158727645874023 (27.41800431175099) | > grad_norm_1: tensor(532.0042, device='cuda:0') (tensor(406.9906, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8043 (0.8482952940339411) | > loader_time: 0.0094 (0.010075829170306798)  --> TIME: 2025-05-11 05:26:30 -- STEP: 337/725 -- GLOBAL_STEP: 308650 | > loss_disc: 2.09865665435791 (2.197928619314017) | > loss_disc_real_0: 0.096086785197258 (0.13575956844434522) | > loss_disc_real_1: 0.18244634568691254 (0.1907756552321266) | > loss_disc_real_2: 0.18307530879974365 (0.18836172606011187) | > loss_disc_real_3: 0.19160647690296173 (0.20468356979883742) | > loss_disc_real_4: 0.19891668856143951 (0.19496149302236404) | > loss_disc_real_5: 0.21449017524719238 (0.2069963128347425) | > loss_0: 2.09865665435791 (2.197928619314017) | > grad_norm_0: tensor(27.5621, device='cuda:0') (tensor(20.5490, device='cuda:0')) | > loss_gen: 2.917829751968384 (2.76754555504117) | > loss_kl: 1.8524526357650757 (1.7108971255469396) | > loss_feat: 8.852743148803711 (8.27253600751611) | > loss_mel: 13.592910766601562 (12.99875850847284) | > loss_duration: 1.6518698930740356 (1.6716331894390661) | > amp_scaler: 256.0 (287.9050445103859) | > loss_1: 28.867807388305664 (27.421370361962023) | > grad_norm_1: tensor(586.5584, device='cuda:0') (tensor(408.0448, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.89 (0.8484607464481886) | > loader_time: 0.0112 (0.010039292032711582)  --> TIME: 2025-05-11 05:27:13 -- STEP: 387/725 -- GLOBAL_STEP: 308700 | > loss_disc: 2.112454414367676 (2.197019987020073) | > loss_disc_real_0: 0.11983782798051834 (0.1359802970051456) | > loss_disc_real_1: 0.18578578531742096 (0.190815300365443) | > loss_disc_real_2: 0.1872754544019699 (0.18814373043310437) | > loss_disc_real_3: 0.23582211136817932 (0.20506582137688187) | > loss_disc_real_4: 0.18900518119335175 (0.19441041573689583) | > loss_disc_real_5: 0.21166597306728363 (0.20643565821093182) | > loss_0: 2.112454414367676 (2.197019987020073) | > grad_norm_0: tensor(31.0060, device='cuda:0') (tensor(20.8096, device='cuda:0')) | > loss_gen: 3.0250244140625 (2.770869648733806) | > loss_kl: 1.748094081878662 (1.7209345619807874) | > loss_feat: 8.518251419067383 (8.278857250854335) | > loss_mel: 13.49310302734375 (13.004863918905727) | > loss_duration: 1.7503973245620728 (1.6716075236175103) | > amp_scaler: 256.0 (283.7829457364341) | > loss_1: 28.534870147705078 (27.44713290409216) | > grad_norm_1: tensor(680.5872, device='cuda:0') (tensor(408.3178, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8592 (0.8490741326827411) | > loader_time: 0.0098 (0.01002689048609376)  --> TIME: 2025-05-11 05:27:56 -- STEP: 437/725 -- GLOBAL_STEP: 308750 | > loss_disc: 2.246525526046753 (2.199288145355557) | > loss_disc_real_0: 0.139095276594162 (0.13600085125021297) | > loss_disc_real_1: 0.18113300204277039 (0.19086236549323968) | > loss_disc_real_2: 0.17935903370380402 (0.18828129328497498) | > loss_disc_real_3: 0.20253370702266693 (0.20517642809679087) | > loss_disc_real_4: 0.20448611676692963 (0.19473285263817697) | > loss_disc_real_5: 0.21859382092952728 (0.20678663083290344) | > loss_0: 2.246525526046753 (2.199288145355557) | > grad_norm_0: tensor(22.6305, device='cuda:0') (tensor(20.8284, device='cuda:0')) | > loss_gen: 2.8157613277435303 (2.769189363758953) | > loss_kl: 1.747253179550171 (1.7234086390218148) | > loss_feat: 7.6342597007751465 (8.26119881963839) | > loss_mel: 12.231040954589844 (12.980276566075515) | > loss_duration: 1.6248798370361328 (1.6713992728248614) | > amp_scaler: 256.0 (280.6041189931347) | > loss_1: 26.053194046020508 (27.40547265722768) | > grad_norm_1: tensor(212.2821, device='cuda:0') (tensor(409.3880, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8839 (0.8498834570703572) | > loader_time: 0.0098 (0.009997676657320974)  --> TIME: 2025-05-11 05:28:40 -- STEP: 487/725 -- GLOBAL_STEP: 308800 | > loss_disc: 2.3401193618774414 (2.2016396794231055) | > loss_disc_real_0: 0.22181469202041626 (0.13668211725458215) | > loss_disc_real_1: 0.19312633574008942 (0.191114085502693) | > loss_disc_real_2: 0.19124408066272736 (0.18822443430183858) | > loss_disc_real_3: 0.20086979866027832 (0.20532402640985023) | > loss_disc_real_4: 0.21056123077869415 (0.19494900933526135) | > loss_disc_real_5: 0.20404793322086334 (0.20681776782570432) | > loss_0: 2.3401193618774414 (2.2016396794231055) | > grad_norm_0: tensor(21.0352, device='cuda:0') (tensor(21.0848, device='cuda:0')) | > loss_gen: 2.5450212955474854 (2.7689105499941236) | > loss_kl: 1.6388516426086426 (1.7214687431127875) | > loss_feat: 7.114011764526367 (8.256424469135142) | > loss_mel: 11.580302238464355 (12.98793870076017) | > loss_duration: 1.6323151588439941 (1.6718705373623044) | > amp_scaler: 256.0 (278.07802874743317) | > loss_1: 24.510499954223633 (27.406612979802752) | > grad_norm_1: tensor(233.2964, device='cuda:0') (tensor(409.3322, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8249 (0.8500867408893437) | > loader_time: 0.0096 (0.010007123437995046)  --> TIME: 2025-05-11 05:29:23 -- STEP: 537/725 -- GLOBAL_STEP: 308850 | > loss_disc: 2.2692928314208984 (2.2010392336872058) | > loss_disc_real_0: 0.14324738085269928 (0.13645897207701885) | > loss_disc_real_1: 0.21583187580108643 (0.19124256221497743) | > loss_disc_real_2: 0.1952132284641266 (0.18827950937787918) | > loss_disc_real_3: 0.20572446286678314 (0.20535134902879512) | > loss_disc_real_4: 0.2067711353302002 (0.19484346963506838) | > loss_disc_real_5: 0.19286860525608063 (0.20682042501381212) | > loss_0: 2.2692928314208984 (2.2010392336872058) | > grad_norm_0: tensor(22.2890, device='cuda:0') (tensor(20.9469, device='cuda:0')) | > loss_gen: 2.6311187744140625 (2.770254105828996) | > loss_kl: 1.7739650011062622 (1.7250783048306544) | > loss_feat: 7.246732234954834 (8.268437787807192) | > loss_mel: 11.007903099060059 (13.01940256967669) | > loss_duration: 1.6998090744018555 (1.6724918325964078) | > amp_scaler: 256.0 (276.0223463687149) | > loss_1: 24.359527587890625 (27.45566457965076) | > grad_norm_1: tensor(425.9056, device='cuda:0') (tensor(404.6494, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.862 (0.8499451784670242) | > loader_time: 0.0092 (0.010024395734904195)  --> TIME: 2025-05-11 05:30:06 -- STEP: 587/725 -- GLOBAL_STEP: 308900 | > loss_disc: 2.184329032897949 (2.200894206914628) | > loss_disc_real_0: 0.13410453498363495 (0.13631831202180048) | > loss_disc_real_1: 0.2040523886680603 (0.1912033834591431) | > loss_disc_real_2: 0.1931706964969635 (0.18832106781676033) | > loss_disc_real_3: 0.20945250988006592 (0.2053359721547699) | > loss_disc_real_4: 0.21676664054393768 (0.19496670730881635) | > loss_disc_real_5: 0.21368108689785004 (0.20673609759779155) | > loss_0: 2.184329032897949 (2.200894206914628) | > grad_norm_0: tensor(14.5190, device='cuda:0') (tensor(21.0620, device='cuda:0')) | > loss_gen: 2.8454339504241943 (2.7710822497762675) | > loss_kl: 1.6499654054641724 (1.7262521261250965) | > loss_feat: 8.574281692504883 (8.268324717143122) | > loss_mel: 13.935616493225098 (13.016445410109464) | > loss_duration: 1.6689300537109375 (1.6721205100087133) | > amp_scaler: 256.0 (274.31686541737633) | > loss_1: 28.674226760864258 (27.454224997525316) | > grad_norm_1: tensor(230.1153, device='cuda:0') (tensor(408.1751, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8607 (0.8499909409875563) | > loader_time: 0.0106 (0.01003881166903286)  --> TIME: 2025-05-11 05:30:49 -- STEP: 637/725 -- GLOBAL_STEP: 308950 | > loss_disc: 2.251246213912964 (2.2001757473923185) | > loss_disc_real_0: 0.16223715245723724 (0.13614858483407324) | > loss_disc_real_1: 0.20537437498569489 (0.1911052502165409) | > loss_disc_real_2: 0.18922817707061768 (0.18839188890891326) | > loss_disc_real_3: 0.21836353838443756 (0.20532381305327774) | > loss_disc_real_4: 0.19441352784633636 (0.19492931238242556) | > loss_disc_real_5: 0.22815944254398346 (0.20680052767181695) | > loss_0: 2.251246213912964 (2.2001757473923185) | > grad_norm_0: tensor(21.1352, device='cuda:0') (tensor(20.8354, device='cuda:0')) | > loss_gen: 2.7477989196777344 (2.7715677866943236) | > loss_kl: 1.8200509548187256 (1.7286228912778712) | > loss_feat: 8.499822616577148 (8.2821266572554) | > loss_mel: 12.507364273071289 (13.039690698896138) | > loss_duration: 1.632298231124878 (1.6719958063571763) | > amp_scaler: 256.0 (272.8791208791207) | > loss_1: 27.207334518432617 (27.494003831872373) | > grad_norm_1: tensor(366.5322, device='cuda:0') (tensor(402.0642, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8472 (0.8495862203265658) | > loader_time: 0.0106 (0.01004848525138627)  --> TIME: 2025-05-11 05:31:32 -- STEP: 687/725 -- GLOBAL_STEP: 309000 | > loss_disc: 2.2391679286956787 (2.2016493696312742) | > loss_disc_real_0: 0.15486793220043182 (0.13621134023565742) | > loss_disc_real_1: 0.2061888724565506 (0.19101650876249288) | > loss_disc_real_2: 0.20369000732898712 (0.1886059169208813) | > loss_disc_real_3: 0.20530711114406586 (0.20544068506624666) | > loss_disc_real_4: 0.21453523635864258 (0.19497130386086703) | > loss_disc_real_5: 0.21678300201892853 (0.20716624400067365) | > loss_0: 2.2391679286956787 (2.2016493696312742) | > grad_norm_0: tensor(26.5437, device='cuda:0') (tensor(20.5717, device='cuda:0')) | > loss_gen: 2.7437744140625 (2.768239048023585) | > loss_kl: 1.6591678857803345 (1.7283754046827435) | > loss_feat: 7.781818389892578 (8.271785516752775) | > loss_mel: 12.358532905578613 (13.0316640556813) | > loss_duration: 1.6669901609420776 (1.6718399748531498) | > amp_scaler: 256.0 (271.65065502183387) | > loss_1: 26.210283279418945 (27.47190398003856) | > grad_norm_1: tensor(344.4231, device='cuda:0') (tensor(396.3812, device='cuda:0')) | > current_lr_0: 0.0001911511618218137 | > current_lr_1: 0.0001911511618218137 | > step_time: 0.8627 (0.8489712391704798) | > loader_time: 0.0104 (0.010050520973261088) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_309000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.178737163543701 (2.178737163543701) | > loss_disc_real_0: 0.12178817391395569 (0.12178817391395569) | > loss_disc_real_1: 0.16622047126293182 (0.16622047126293182) | > loss_disc_real_2: 0.16414770483970642 (0.16414770483970642) | > loss_disc_real_3: 0.22696730494499207 (0.22696730494499207) | > loss_disc_real_4: 0.23611004650592804 (0.23611004650592804) | > loss_disc_real_5: 0.23833303153514862 (0.23833303153514862) | > loss_0: 2.178737163543701 (2.178737163543701) | > loss_gen: 2.7560274600982666 (2.7560274600982666) | > loss_kl: 1.961583137512207 (1.961583137512207) | > loss_feat: 8.774169921875 (8.774169921875) | > loss_mel: 14.076180458068848 (14.076180458068848) | > loss_duration: 1.7140905857086182 (1.7140905857086182) | > loss_1: 29.28205108642578 (29.28205108642578)  --> STEP: 1 | > loss_disc: 2.1671156883239746 (2.1671156883239746) | > loss_disc_real_0: 0.1160789355635643 (0.1160789355635643) | > loss_disc_real_1: 0.15859103202819824 (0.15859103202819824) | > loss_disc_real_2: 0.1671798974275589 (0.1671798974275589) | > loss_disc_real_3: 0.23979797959327698 (0.23979797959327698) | > loss_disc_real_4: 0.24264368414878845 (0.24264368414878845) | > loss_disc_real_5: 0.24684618413448334 (0.24684618413448334) | > loss_0: 2.1671156883239746 (2.1671156883239746) | > loss_gen: 2.7890589237213135 (2.7890589237213135) | > loss_kl: 2.18324875831604 (2.18324875831604) | > loss_feat: 8.707992553710938 (8.707992553710938) | > loss_mel: 14.672651290893555 (14.672651290893555) | > loss_duration: 1.829642653465271 (1.829642653465271) | > loss_1: 30.182594299316406 (30.182594299316406)  --> STEP: 2 | > loss_disc: 2.212775230407715 (2.1899454593658447) | > loss_disc_real_0: 0.12111927568912506 (0.11859910562634468) | > loss_disc_real_1: 0.15527436137199402 (0.15693269670009613) | > loss_disc_real_2: 0.16113156080245972 (0.1641557291150093) | > loss_disc_real_3: 0.25056999921798706 (0.24518398940563202) | > loss_disc_real_4: 0.2362966686487198 (0.23947017639875412) | > loss_disc_real_5: 0.23889994621276855 (0.24287306517362595) | > loss_0: 2.212775230407715 (2.1899454593658447) | > loss_gen: 2.6408653259277344 (2.714962124824524) | > loss_kl: 1.8528400659561157 (2.018044412136078) | > loss_feat: 8.53123950958252 (8.619616031646729) | > loss_mel: 13.779394149780273 (14.226022720336914) | > loss_duration: 1.8697689771652222 (1.8497058153152466) | > loss_1: 28.674108505249023 (29.428351402282715)  --> STEP: 3 | > loss_disc: 2.2490928173065186 (2.2096612453460693) | > loss_disc_real_0: 0.12495576590299606 (0.12071799238522847) | > loss_disc_real_1: 0.1645844280719757 (0.159483273824056) | > loss_disc_real_2: 0.17421504855155945 (0.16750883559385935) | > loss_disc_real_3: 0.22969479858875275 (0.24002092580000559) | > loss_disc_real_4: 0.22902680933475494 (0.23598905404408774) | > loss_disc_real_5: 0.21247661113739014 (0.23274091382821402) | > loss_0: 2.2490928173065186 (2.2096612453460693) | > loss_gen: 2.520568609237671 (2.6501642862955728) | > loss_kl: 2.117001533508301 (2.0510301192601523) | > loss_feat: 7.918116092681885 (8.385782718658447) | > loss_mel: 13.10004711151123 (13.85069751739502) | > loss_duration: 1.8233740329742432 (1.840928554534912) | > loss_1: 27.479108810424805 (28.77860387166341)  --> STEP: 4 | > loss_disc: 2.2712621688842773 (2.2250614762306213) | > loss_disc_real_0: 0.14989936351776123 (0.12801333516836166) | > loss_disc_real_1: 0.1824076622724533 (0.16521437093615532) | > loss_disc_real_2: 0.18004928529262543 (0.17064394801855087) | > loss_disc_real_3: 0.23165357112884521 (0.2379290871322155) | > loss_disc_real_4: 0.23115423321723938 (0.23478034883737564) | > loss_disc_real_5: 0.21556329727172852 (0.22844650968909264) | > loss_0: 2.2712621688842773 (2.2250614762306213) | > loss_gen: 2.6090798377990723 (2.6398931741714478) | > loss_kl: 1.8409526348114014 (1.9985107481479645) | > loss_feat: 7.27134895324707 (8.107174277305603) | > loss_mel: 11.19005298614502 (13.18553638458252) | > loss_duration: 1.7653650045394897 (1.8220376670360565) | > loss_1: 24.676799774169922 (27.75315284729004) --> EVAL PERFORMANCE | > avg_loader_time: 0.27986395359039307 (+0.0015384554862976074) | > avg_loss_disc: 2.2250614762306213 (-0.06423777341842651) | > avg_loss_disc_real_0: 0.12801333516836166 (-0.02879934385418892) | > avg_loss_disc_real_1: 0.16521437093615532 (-0.04971238970756531) | > avg_loss_disc_real_2: 0.17064394801855087 (-0.03394830971956253) | > avg_loss_disc_real_3: 0.2379290871322155 (+0.0019977912306785583) | > avg_loss_disc_real_4: 0.23478034883737564 (+0.028549298644065857) | > avg_loss_disc_real_5: 0.22844650968909264 (-0.0395202673971653) | > avg_loss_0: 2.2250614762306213 (-0.06423777341842651) | > avg_loss_gen: 2.6398931741714478 (-0.12943780422210693) | > avg_loss_kl: 1.9985107481479645 (+0.0119858980178833) | > avg_loss_feat: 8.107174277305603 (-0.5346108675003052) | > avg_loss_mel: 13.18553638458252 (-1.0906898975372314) | > avg_loss_duration: 1.8220376670360565 (-0.0067275166511535645) | > avg_loss_1: 27.75315284729004 (-1.7494792938232422)  > EPOCH: 363/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 05:32:14)   --> TIME: 2025-05-11 05:32:26 -- STEP: 12/725 -- GLOBAL_STEP: 309050 | > loss_disc: 2.2679362297058105 (2.2100219130516052) | > loss_disc_real_0: 0.1700446903705597 (0.14127525314688683) | > loss_disc_real_1: 0.18843582272529602 (0.18737573052446047) | > loss_disc_real_2: 0.2172778993844986 (0.19103644539912543) | > loss_disc_real_3: 0.18444377183914185 (0.20480954398711523) | > loss_disc_real_4: 0.19482891261577606 (0.1905781887471676) | > loss_disc_real_5: 0.18721672892570496 (0.20358125492930412) | > loss_0: 2.2679362297058105 (2.2100219130516052) | > grad_norm_0: tensor(20.5212, device='cuda:0') (tensor(17.4434, device='cuda:0')) | > loss_gen: 2.7910945415496826 (2.7399561007817588) | > loss_kl: 1.7313451766967773 (1.7769336601098378) | > loss_feat: 8.787693977355957 (8.268444140752157) | > loss_mel: 12.383573532104492 (13.06295887629191) | > loss_duration: 1.6825207471847534 (1.6721746027469635) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.3762264251709 (27.520467440287273) | > grad_norm_1: tensor(431.6537, device='cuda:0') (tensor(300.4769, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8176 (0.8264956672986349) | > loader_time: 0.0099 (0.010016540686289469)  --> TIME: 2025-05-11 05:33:09 -- STEP: 62/725 -- GLOBAL_STEP: 309100 | > loss_disc: 2.259683132171631 (2.21600402555158) | > loss_disc_real_0: 0.13819584250450134 (0.13916768614322905) | > loss_disc_real_1: 0.17494189739227295 (0.19036816757532854) | > loss_disc_real_2: 0.2196909785270691 (0.19011371318371065) | > loss_disc_real_3: 0.1739426851272583 (0.20622068643569946) | > loss_disc_real_4: 0.1849827766418457 (0.1958840184154049) | > loss_disc_real_5: 0.22818706929683685 (0.2104131031420923) | > loss_0: 2.259683132171631 (2.21600402555158) | > grad_norm_0: tensor(16.4732, device='cuda:0') (tensor(16.2074, device='cuda:0')) | > loss_gen: 2.5798745155334473 (2.725789923821726) | > loss_kl: 1.5958462953567505 (1.7512874161043475) | > loss_feat: 7.533882141113281 (8.184211715575191) | > loss_mel: 12.426360130310059 (12.999958668985675) | > loss_duration: 1.6965713500976562 (1.6704992613484781) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.83253288269043 (27.33174705505371) | > grad_norm_1: tensor(318.1597, device='cuda:0') (tensor(272.9481, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8472 (0.8436461648633403) | > loader_time: 0.0098 (0.010200073642115441)  --> TIME: 2025-05-11 05:33:52 -- STEP: 112/725 -- GLOBAL_STEP: 309150 | > loss_disc: 2.1669650077819824 (2.219824526991162) | > loss_disc_real_0: 0.25578609108924866 (0.1405709419133408) | > loss_disc_real_1: 0.20577044785022736 (0.1916747484356165) | > loss_disc_real_2: 0.17860348522663116 (0.18986258230039052) | > loss_disc_real_3: 0.17342032492160797 (0.20564891025424004) | > loss_disc_real_4: 0.20835871994495392 (0.19595839455723763) | > loss_disc_real_5: 0.224919855594635 (0.20997654633330448) | > loss_0: 2.1669650077819824 (2.219824526991162) | > grad_norm_0: tensor(48.7672, device='cuda:0') (tensor(18.0695, device='cuda:0')) | > loss_gen: 2.930661678314209 (2.7401929093258723) | > loss_kl: 1.5286751985549927 (1.725372155862195) | > loss_feat: 8.657483100891113 (8.213271924427584) | > loss_mel: 14.26014518737793 (13.055225023201533) | > loss_duration: 1.657928228378296 (1.673220334308488) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.034894943237305 (27.407282437597) | > grad_norm_1: tensor(610.2302, device='cuda:0') (tensor(306.2585, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8453 (0.8473737026963916) | > loader_time: 0.0099 (0.010291802031653266)  --> TIME: 2025-05-11 05:34:35 -- STEP: 162/725 -- GLOBAL_STEP: 309200 | > loss_disc: 2.1825456619262695 (2.2174060462433607) | > loss_disc_real_0: 0.11967994272708893 (0.14104535844590937) | > loss_disc_real_1: 0.18654339015483856 (0.1917211109841312) | > loss_disc_real_2: 0.18078932166099548 (0.18922837087769567) | > loss_disc_real_3: 0.18014733493328094 (0.20494388301431404) | > loss_disc_real_4: 0.20863837003707886 (0.19594386606304726) | > loss_disc_real_5: 0.1986534744501114 (0.2086347703948433) | > loss_0: 2.1825456619262695 (2.2174060462433607) | > grad_norm_0: tensor(21.7558, device='cuda:0') (tensor(19.0191, device='cuda:0')) | > loss_gen: 2.9133594036102295 (2.751039195943762) | > loss_kl: 1.68551766872406 (1.727183574511681) | > loss_feat: 9.815329551696777 (8.253632854532315) | > loss_mel: 15.400217056274414 (13.06519909258242) | > loss_duration: 1.6260898113250732 (1.6736268320201355) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.44051170349121 (27.470681637893488) | > grad_norm_1: tensor(585.5402, device='cuda:0') (tensor(323.2121, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8379 (0.8464558404168965) | > loader_time: 0.01 (0.01022051293172954)  --> TIME: 2025-05-11 05:35:18 -- STEP: 212/725 -- GLOBAL_STEP: 309250 | > loss_disc: 2.38531494140625 (2.210516110906063) | > loss_disc_real_0: 0.11261869221925735 (0.1404903540914913) | > loss_disc_real_1: 0.19627493619918823 (0.19151855492085784) | > loss_disc_real_2: 0.19459179043769836 (0.1888667990998277) | > loss_disc_real_3: 0.21553020179271698 (0.20485391959829158) | > loss_disc_real_4: 0.19488544762134552 (0.19532881037525404) | > loss_disc_real_5: 0.21055349707603455 (0.20721213997534985) | > loss_0: 2.38531494140625 (2.210516110906063) | > grad_norm_0: tensor(31.5368, device='cuda:0') (tensor(19.5487, device='cuda:0')) | > loss_gen: 2.324258327484131 (2.7562946193623103) | > loss_kl: 1.641539216041565 (1.7227196277312513) | > loss_feat: 6.7233567237854 (8.255596059673247) | > loss_mel: 10.31758975982666 (13.057381400522196) | > loss_duration: 1.6773254871368408 (1.6731356522946987) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.684070587158203 (27.465127423124493) | > grad_norm_1: tensor(360.5846, device='cuda:0') (tensor(337.7388, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8347 (0.8465328767614545) | > loader_time: 0.0099 (0.010181325786518607)  --> TIME: 2025-05-11 05:36:01 -- STEP: 262/725 -- GLOBAL_STEP: 309300 | > loss_disc: 2.0636096000671387 (2.2082070166828096) | > loss_disc_real_0: 0.13244371116161346 (0.14052912507575888) | > loss_disc_real_1: 0.16798503696918488 (0.19097982364073968) | > loss_disc_real_2: 0.14404018223285675 (0.18824039621435049) | > loss_disc_real_3: 0.18039433658123016 (0.20479947794939732) | > loss_disc_real_4: 0.18607653677463531 (0.1952309041987848) | > loss_disc_real_5: 0.270966112613678 (0.20733678687847298) | > loss_0: 2.0636096000671387 (2.2082070166828096) | > grad_norm_0: tensor(22.2943, device='cuda:0') (tensor(20.6433, device='cuda:0')) | > loss_gen: 2.9841158390045166 (2.765690756208115) | > loss_kl: 1.6866109371185303 (1.7221641080980084) | > loss_feat: 9.561677932739258 (8.274989111732902) | > loss_mel: 14.58349323272705 (13.075138754517068) | > loss_duration: 1.6773531436920166 (1.6736491845764276) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.49325180053711 (27.51163202387686) | > grad_norm_1: tensor(457.0634, device='cuda:0') (tensor(351.4225, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8826 (0.8456151112345339) | > loader_time: 0.0101 (0.010114137452977309)  --> TIME: 2025-05-11 05:36:44 -- STEP: 312/725 -- GLOBAL_STEP: 309350 | > loss_disc: 2.401002883911133 (2.2086418095307496) | > loss_disc_real_0: 0.14846739172935486 (0.1403393912582826) | > loss_disc_real_1: 0.21278853714466095 (0.19065707071851462) | > loss_disc_real_2: 0.2054615020751953 (0.18884022481357446) | > loss_disc_real_3: 0.20682956278324127 (0.20481487764762) | > loss_disc_real_4: 0.18277908861637115 (0.19518580125310483) | > loss_disc_real_5: 0.23515203595161438 (0.20717561512421342) | > loss_0: 2.401002883911133 (2.2086418095307496) | > grad_norm_0: tensor(11.4363, device='cuda:0') (tensor(19.8636, device='cuda:0')) | > loss_gen: 2.428109645843506 (2.7604555334800334) | > loss_kl: 1.8072384595870972 (1.7216544724427736) | > loss_feat: 6.755060195922852 (8.25189275007982) | > loss_mel: 11.231741905212402 (13.033917799974098) | > loss_duration: 1.6640286445617676 (1.672897689617597) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.886178970336914 (27.440818352577015) | > grad_norm_1: tensor(187.2558, device='cuda:0') (tensor(341.6720, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8294 (0.8453622857729594) | > loader_time: 0.0101 (0.010062359082393162)  --> TIME: 2025-05-11 05:37:27 -- STEP: 362/725 -- GLOBAL_STEP: 309400 | > loss_disc: 2.2230591773986816 (2.207427764465798) | > loss_disc_real_0: 0.1309496909379959 (0.13989051244123873) | > loss_disc_real_1: 0.19419850409030914 (0.19070079473994714) | > loss_disc_real_2: 0.22085322439670563 (0.18898998978882217) | > loss_disc_real_3: 0.20419496297836304 (0.2046062752439831) | > loss_disc_real_4: 0.2264321744441986 (0.19544511877041504) | > loss_disc_real_5: 0.20325665175914764 (0.20704958954239422) | > loss_0: 2.2230591773986816 (2.207427764465798) | > grad_norm_0: tensor(32.0743, device='cuda:0') (tensor(19.7589, device='cuda:0')) | > loss_gen: 2.796304225921631 (2.7612365411790054) | > loss_kl: 1.9395328760147095 (1.718501969266333) | > loss_feat: 8.063202857971191 (8.256848762048554) | > loss_mel: 13.251775741577148 (13.046014601354438) | > loss_duration: 1.615649938583374 (1.671698550493019) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.666467666625977 (27.45430050106997) | > grad_norm_1: tensor(479.6635, device='cuda:0') (tensor(343.1206, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8546 (0.8461590313779715) | > loader_time: 0.01 (0.01003237455589337)  --> TIME: 2025-05-11 05:38:10 -- STEP: 412/725 -- GLOBAL_STEP: 309450 | > loss_disc: 2.1481189727783203 (2.20594005793044) | > loss_disc_real_0: 0.11734070628881454 (0.13948034005040694) | > loss_disc_real_1: 0.23479513823986053 (0.1907265800078517) | > loss_disc_real_2: 0.18993952870368958 (0.18880938228617605) | > loss_disc_real_3: 0.2064116895198822 (0.20459756631295659) | > loss_disc_real_4: 0.2034999281167984 (0.19524860548452272) | > loss_disc_real_5: 0.22244596481323242 (0.20697043069358015) | > loss_0: 2.1481189727783203 (2.20594005793044) | > grad_norm_0: tensor(26.1574, device='cuda:0') (tensor(20.1192, device='cuda:0')) | > loss_gen: 2.8285486698150635 (2.7646295115785704) | > loss_kl: 1.6276987791061401 (1.7204320662229964) | > loss_feat: 9.255644798278809 (8.27050850345094) | > loss_mel: 13.074563026428223 (13.073287345830675) | > loss_duration: 1.6735424995422363 (1.6718487534129505) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.459997177124023 (27.50070626990309) | > grad_norm_1: tensor(613.6678, device='cuda:0') (tensor(352.7730, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8542 (0.846173481455127) | > loader_time: 0.0108 (0.01004487333945858)  --> TIME: 2025-05-11 05:38:53 -- STEP: 462/725 -- GLOBAL_STEP: 309500 | > loss_disc: 2.0791397094726562 (2.2017033254945453) | > loss_disc_real_0: 0.12342265248298645 (0.13872706517577174) | > loss_disc_real_1: 0.1879914253950119 (0.19050485560130248) | > loss_disc_real_2: 0.17698515951633453 (0.1884637511782833) | > loss_disc_real_3: 0.20234793424606323 (0.204287081989117) | > loss_disc_real_4: 0.19227686524391174 (0.19488197152232717) | > loss_disc_real_5: 0.2164090871810913 (0.206324072240235) | > loss_0: 2.0791397094726562 (2.2017033254945453) | > grad_norm_0: tensor(24.0009, device='cuda:0') (tensor(20.4260, device='cuda:0')) | > loss_gen: 3.08713960647583 (2.7700037940756075) | > loss_kl: 1.6596662998199463 (1.7242433129450976) | > loss_feat: 9.359079360961914 (8.293352076501568) | > loss_mel: 14.456294059753418 (13.0862673701662) | > loss_duration: 1.6866800785064697 (1.6717711818682683) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.248859405517578 (27.545637803676325) | > grad_norm_1: tensor(598.1381, device='cuda:0') (tensor(365.5457, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.79 (0.8455555031309913) | > loader_time: 0.0099 (0.010040632574073168)  --> TIME: 2025-05-11 05:39:36 -- STEP: 512/725 -- GLOBAL_STEP: 309550 | > loss_disc: 2.2388863563537598 (2.204349197912963) | > loss_disc_real_0: 0.15126441419124603 (0.13896898378152403) | > loss_disc_real_1: 0.19949762523174286 (0.19067180628189817) | > loss_disc_real_2: 0.18288709223270416 (0.18853864920674832) | > loss_disc_real_3: 0.17818456888198853 (0.20452315764850937) | > loss_disc_real_4: 0.2186325341463089 (0.1950296182185412) | > loss_disc_real_5: 0.23790355026721954 (0.20673138488200496) | > loss_0: 2.2388863563537598 (2.204349197912963) | > grad_norm_0: tensor(8.6873, device='cuda:0') (tensor(20.2657, device='cuda:0')) | > loss_gen: 2.8138411045074463 (2.7664940608665356) | > loss_kl: 1.7014458179473877 (1.7277953894808888) | > loss_feat: 7.938990116119385 (8.272493278607739) | > loss_mel: 12.502033233642578 (13.056185705587266) | > loss_duration: 1.621646523475647 (1.6722121513448656) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.577957153320312 (27.495180662721395) | > grad_norm_1: tensor(287.3009, device='cuda:0') (tensor(363.8050, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8415 (0.8451538439840078) | > loader_time: 0.0096 (0.010021533817052845)  --> TIME: 2025-05-11 05:40:19 -- STEP: 562/725 -- GLOBAL_STEP: 309600 | > loss_disc: 2.317540168762207 (2.2058350887162845) | > loss_disc_real_0: 0.15315812826156616 (0.13919137789473413) | > loss_disc_real_1: 0.2217472940683365 (0.1910377790707286) | > loss_disc_real_2: 0.1778053641319275 (0.18851955388788658) | > loss_disc_real_3: 0.19229640066623688 (0.2045690629936198) | > loss_disc_real_4: 0.20429661870002747 (0.1951066132807223) | > loss_disc_real_5: 0.20085658133029938 (0.2067645963188592) | > loss_0: 2.317540168762207 (2.2058350887162845) | > grad_norm_0: tensor(17.7306, device='cuda:0') (tensor(20.3178, device='cuda:0')) | > loss_gen: 2.6132192611694336 (2.7651298080050655) | > loss_kl: 1.8694939613342285 (1.7308698548965182) | > loss_feat: 7.231908798217773 (8.26742448077084) | > loss_mel: 10.65458869934082 (13.046986452625312) | > loss_duration: 1.6335279941558838 (1.671837324773714) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.002737045288086 (27.482247977070113) | > grad_norm_1: tensor(182.4724, device='cuda:0') (tensor(364.5591, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8941 (0.8450681459012828) | > loader_time: 0.0098 (0.010011162622119188)  --> TIME: 2025-05-11 05:41:02 -- STEP: 612/725 -- GLOBAL_STEP: 309650 | > loss_disc: 2.1044528484344482 (2.2062629186639633) | > loss_disc_real_0: 0.14240962266921997 (0.1391190429114632) | > loss_disc_real_1: 0.19373495876789093 (0.19105226979925738) | > loss_disc_real_2: 0.18440251052379608 (0.1886405894910198) | > loss_disc_real_3: 0.22107069194316864 (0.20455110881453245) | > loss_disc_real_4: 0.20591704547405243 (0.19503866761825436) | > loss_disc_real_5: 0.21022751927375793 (0.20711457166893818) | > loss_0: 2.1044528484344482 (2.2062629186639633) | > grad_norm_0: tensor(27.0677, device='cuda:0') (tensor(20.3429, device='cuda:0')) | > loss_gen: 2.861553192138672 (2.763390479524152) | > loss_kl: 1.69503915309906 (1.7325287079499438) | > loss_feat: 9.340513229370117 (8.25808842275658) | > loss_mel: 14.82630443572998 (13.042279865227487) | > loss_duration: 1.6068565845489502 (1.6715938756668494) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.33026695251465 (27.467881399042465) | > grad_norm_1: tensor(540.8512, device='cuda:0') (tensor(363.6637, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8152 (0.8450991449013255) | > loader_time: 0.0094 (0.010015364176307629)  --> TIME: 2025-05-11 05:41:44 -- STEP: 662/725 -- GLOBAL_STEP: 309700 | > loss_disc: 2.1352105140686035 (2.2066222272610774) | > loss_disc_real_0: 0.12516014277935028 (0.1390875925132694) | > loss_disc_real_1: 0.23395168781280518 (0.19102061395828818) | > loss_disc_real_2: 0.17645610868930817 (0.18878281591431947) | > loss_disc_real_3: 0.19387802481651306 (0.20450524056155886) | > loss_disc_real_4: 0.1786186546087265 (0.19503562120872678) | > loss_disc_real_5: 0.2285483330488205 (0.20711990245519457) | > loss_0: 2.1352105140686035 (2.2066222272610774) | > grad_norm_0: tensor(20.2183, device='cuda:0') (tensor(20.3811, device='cuda:0')) | > loss_gen: 2.801856279373169 (2.7630016771328068) | > loss_kl: 1.7722679376602173 (1.734284229148911) | > loss_feat: 8.468470573425293 (8.257430308535024) | > loss_mel: 13.43476676940918 (13.036247430611228) | > loss_duration: 1.6839475631713867 (1.6720412823728927) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.161312103271484 (27.463004973719848) | > grad_norm_1: tensor(533.7511, device='cuda:0') (tensor(364.9237, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8611 (0.8445507784984623) | > loader_time: 0.0109 (0.010003023277236624)  --> TIME: 2025-05-11 05:42:28 -- STEP: 712/725 -- GLOBAL_STEP: 309750 | > loss_disc: 2.1278188228607178 (2.207968906907556) | > loss_disc_real_0: 0.1310196816921234 (0.13888422840306258) | > loss_disc_real_1: 0.18333274126052856 (0.1911760361844234) | > loss_disc_real_2: 0.2040359079837799 (0.18887311274583396) | > loss_disc_real_3: 0.19704437255859375 (0.20469219886352516) | > loss_disc_real_4: 0.17072196304798126 (0.19525784226866916) | > loss_disc_real_5: 0.18974226713180542 (0.2073514964640811) | > loss_0: 2.1278188228607178 (2.207968906907556) | > grad_norm_0: tensor(21.8162, device='cuda:0') (tensor(20.4819, device='cuda:0')) | > loss_gen: 2.6819183826446533 (2.7609955413957654) | > loss_kl: 2.0502374172210693 (1.7357674204231648) | > loss_feat: 8.567000389099121 (8.250676200630961) | > loss_mel: 13.315888404846191 (13.02817833423614) | > loss_duration: 1.6671068668365479 (1.671752665819747) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.28215217590332 (27.44737019431725) | > grad_norm_1: tensor(483.7177, device='cuda:0') (tensor(367.9133, device='cuda:0')) | > current_lr_0: 0.00019112726792658598 | > current_lr_1: 0.00019112726792658598 | > step_time: 0.8113 (0.8451865057597) | > loader_time: 0.0096 (0.010009508789255389)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2556989192962646 (2.2556989192962646) | > loss_disc_real_0: 0.11523222923278809 (0.11523222923278809) | > loss_disc_real_1: 0.20031124353408813 (0.20031124353408813) | > loss_disc_real_2: 0.142637237906456 (0.142637237906456) | > loss_disc_real_3: 0.23766030371189117 (0.23766030371189117) | > loss_disc_real_4: 0.24563290178775787 (0.24563290178775787) | > loss_disc_real_5: 0.2684769332408905 (0.2684769332408905) | > loss_0: 2.2556989192962646 (2.2556989192962646) | > loss_gen: 2.6977438926696777 (2.6977438926696777) | > loss_kl: 2.387752056121826 (2.387752056121826) | > loss_feat: 8.179521560668945 (8.179521560668945) | > loss_mel: 13.519073486328125 (13.519073486328125) | > loss_duration: 1.6957253217697144 (1.6957253217697144) | > loss_1: 28.479816436767578 (28.479816436767578)  --> STEP: 1 | > loss_disc: 2.2945215702056885 (2.2945215702056885) | > loss_disc_real_0: 0.11190789192914963 (0.11190789192914963) | > loss_disc_real_1: 0.2016567587852478 (0.2016567587852478) | > loss_disc_real_2: 0.14967650175094604 (0.14967650175094604) | > loss_disc_real_3: 0.21923701465129852 (0.21923701465129852) | > loss_disc_real_4: 0.2553780674934387 (0.2553780674934387) | > loss_disc_real_5: 0.3057304918766022 (0.3057304918766022) | > loss_0: 2.2945215702056885 (2.2945215702056885) | > loss_gen: 2.678234100341797 (2.678234100341797) | > loss_kl: 2.2159721851348877 (2.2159721851348877) | > loss_feat: 7.55824613571167 (7.55824613571167) | > loss_mel: 13.079216003417969 (13.079216003417969) | > loss_duration: 1.82285475730896 (1.82285475730896) | > loss_1: 27.354524612426758 (27.354524612426758)  --> STEP: 2 | > loss_disc: 2.2198259830474854 (2.257173776626587) | > loss_disc_real_0: 0.11771947890520096 (0.11481368541717529) | > loss_disc_real_1: 0.19771699607372284 (0.19968687742948532) | > loss_disc_real_2: 0.1427512764930725 (0.14621388912200928) | > loss_disc_real_3: 0.23397672176361084 (0.22660686820745468) | > loss_disc_real_4: 0.2652238607406616 (0.26030096411705017) | > loss_disc_real_5: 0.24829056859016418 (0.2770105302333832) | > loss_0: 2.2198259830474854 (2.257173776626587) | > loss_gen: 2.6867151260375977 (2.6824746131896973) | > loss_kl: 2.050783157348633 (2.1333776712417603) | > loss_feat: 8.020146369934082 (7.789196252822876) | > loss_mel: 13.375986099243164 (13.227601051330566) | > loss_duration: 1.8571360111236572 (1.8399953842163086) | > loss_1: 27.990764617919922 (27.67264461517334)  --> STEP: 3 | > loss_disc: 2.331383228302002 (2.281910260518392) | > loss_disc_real_0: 0.11950378119945526 (0.11637705067793529) | > loss_disc_real_1: 0.2183113843202591 (0.20589504639307657) | > loss_disc_real_2: 0.1521286815404892 (0.1481854865948359) | > loss_disc_real_3: 0.24573709070682526 (0.23298360904057822) | > loss_disc_real_4: 0.3079259991645813 (0.27617597579956055) | > loss_disc_real_5: 0.26215746998786926 (0.2720595101515452) | > loss_0: 2.331383228302002 (2.281910260518392) | > loss_gen: 2.728802442550659 (2.6979172229766846) | > loss_kl: 2.1188557147979736 (2.1285370190938315) | > loss_feat: 7.904361248016357 (7.827584584554036) | > loss_mel: 12.455933570861816 (12.970378557840982) | > loss_duration: 1.8142859935760498 (1.8314255873362224) | > loss_1: 27.02223777770996 (27.45584233601888)  --> STEP: 4 | > loss_disc: 2.302879810333252 (2.287152647972107) | > loss_disc_real_0: 0.11188803613185883 (0.11525479704141617) | > loss_disc_real_1: 0.21004638075828552 (0.20693287998437881) | > loss_disc_real_2: 0.12949225306510925 (0.14351217821240425) | > loss_disc_real_3: 0.2417210042476654 (0.23516795784235) | > loss_disc_real_4: 0.2891530990600586 (0.27942025661468506) | > loss_disc_real_5: 0.3323773443698883 (0.287138968706131) | > loss_0: 2.302879810333252 (2.287152647972107) | > loss_gen: 2.792153835296631 (2.721476376056671) | > loss_kl: 2.046398162841797 (2.1080023050308228) | > loss_feat: 8.536417007446289 (8.0047926902771) | > loss_mel: 13.93814468383789 (13.21232008934021) | > loss_duration: 1.7853714227676392 (1.8199120461940765) | > loss_1: 29.098485946655273 (27.86650323867798) --> EVAL PERFORMANCE | > avg_loader_time: 0.2818923592567444 (+0.0020284056663513184) | > avg_loss_disc: 2.287152647972107 (+0.062091171741485596) | > avg_loss_disc_real_0: 0.11525479704141617 (-0.012758538126945496) | > avg_loss_disc_real_1: 0.20693287998437881 (+0.041718509048223495) | > avg_loss_disc_real_2: 0.14351217821240425 (-0.02713176980614662) | > avg_loss_disc_real_3: 0.23516795784235 (-0.0027611292898654938) | > avg_loss_disc_real_4: 0.27942025661468506 (+0.04463990777730942) | > avg_loss_disc_real_5: 0.287138968706131 (+0.058692459017038345) | > avg_loss_0: 2.287152647972107 (+0.062091171741485596) | > avg_loss_gen: 2.721476376056671 (+0.08158320188522339) | > avg_loss_kl: 2.1080023050308228 (+0.10949155688285828) | > avg_loss_feat: 8.0047926902771 (-0.10238158702850342) | > avg_loss_mel: 13.21232008934021 (+0.02678370475769043) | > avg_loss_duration: 1.8199120461940765 (-0.0021256208419799805) | > avg_loss_1: 27.86650323867798 (+0.11335039138793945)  > EPOCH: 364/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 05:42:45)   --> TIME: 2025-05-11 05:43:19 -- STEP: 37/725 -- GLOBAL_STEP: 309800 | > loss_disc: 2.2772440910339355 (2.195208285305952) | > loss_disc_real_0: 0.16545969247817993 (0.13426225269968445) | > loss_disc_real_1: 0.18220049142837524 (0.19001034264628958) | > loss_disc_real_2: 0.18688425421714783 (0.18706840155897914) | > loss_disc_real_3: 0.20851434767246246 (0.20594591103695534) | > loss_disc_real_4: 0.17736130952835083 (0.19239527671723752) | > loss_disc_real_5: 0.20057375729084015 (0.2099061853982307) | > loss_0: 2.2772440910339355 (2.195208285305952) | > grad_norm_0: tensor(23.3682, device='cuda:0') (tensor(23.2143, device='cuda:0')) | > loss_gen: 2.719400405883789 (2.780939115060342) | > loss_kl: 1.7745462656021118 (1.7372285514264494) | > loss_feat: 7.697691440582275 (8.359213725940602) | > loss_mel: 11.945077896118164 (13.114509092794883) | > loss_duration: 1.6711786985397339 (1.667697945156613) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.80789566040039 (27.659588427157015) | > grad_norm_1: tensor(443.7098, device='cuda:0') (tensor(441.4807, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8627 (0.8512660812687229) | > loader_time: 0.0122 (0.01158211037919328)  --> TIME: 2025-05-11 05:44:02 -- STEP: 87/725 -- GLOBAL_STEP: 309850 | > loss_disc: 2.1673848628997803 (2.1905163485428374) | > loss_disc_real_0: 0.1165844202041626 (0.1342678468289047) | > loss_disc_real_1: 0.1623503416776657 (0.189786679271994) | > loss_disc_real_2: 0.17900733649730682 (0.18729511554213776) | > loss_disc_real_3: 0.18738913536071777 (0.20469875650844355) | > loss_disc_real_4: 0.19396720826625824 (0.1941317998129746) | > loss_disc_real_5: 0.22036728262901306 (0.2083450353693688) | > loss_0: 2.1673848628997803 (2.1905163485428374) | > grad_norm_0: tensor(31.3841, device='cuda:0') (tensor(22.1772, device='cuda:0')) | > loss_gen: 2.706444501876831 (2.7865132518198297) | > loss_kl: 1.689239740371704 (1.7238388801443165) | > loss_feat: 8.16439151763916 (8.379100525516202) | > loss_mel: 13.57320785522461 (13.158422623557604) | > loss_duration: 1.6539421081542969 (1.669716345852819) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.78722381591797 (27.717591691291194) | > grad_norm_1: tensor(548.3289, device='cuda:0') (tensor(421.8490, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8238 (0.8515308752827261) | > loader_time: 0.0101 (0.010707370166120857)  --> TIME: 2025-05-11 05:44:46 -- STEP: 137/725 -- GLOBAL_STEP: 309900 | > loss_disc: 2.1182312965393066 (2.1964503639805923) | > loss_disc_real_0: 0.10538328438997269 (0.1350416576992857) | > loss_disc_real_1: 0.17083951830863953 (0.18968557930775806) | > loss_disc_real_2: 0.15084677934646606 (0.18782205422864343) | > loss_disc_real_3: 0.196999654173851 (0.2046033972806304) | > loss_disc_real_4: 0.16864466667175293 (0.19474439409962535) | > loss_disc_real_5: 0.17830395698547363 (0.20820839148368278) | > loss_0: 2.1182312965393066 (2.1964503639805923) | > grad_norm_0: tensor(23.7088, device='cuda:0') (tensor(23.0103, device='cuda:0')) | > loss_gen: 2.768710136413574 (2.7817740422965835) | > loss_kl: 1.5535211563110352 (1.7231132209736064) | > loss_feat: 8.457620620727539 (8.357825763034127) | > loss_mel: 12.870805740356445 (13.13210899464405) | > loss_duration: 1.6510999202728271 (1.6692903720549424) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.3017578125 (27.664112439120775) | > grad_norm_1: tensor(376.3850, device='cuda:0') (tensor(416.1820, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8181 (0.8512957531170252) | > loader_time: 0.01 (0.01039331846863684)  --> TIME: 2025-05-11 05:45:29 -- STEP: 187/725 -- GLOBAL_STEP: 309950 | > loss_disc: 2.186314821243286 (2.196821957348502) | > loss_disc_real_0: 0.13678041100502014 (0.1356424194845288) | > loss_disc_real_1: 0.18131300806999207 (0.1892807657387168) | > loss_disc_real_2: 0.17048455774784088 (0.18781409400669644) | > loss_disc_real_3: 0.2355831116437912 (0.20471189971913628) | > loss_disc_real_4: 0.17629799246788025 (0.19523356137747436) | > loss_disc_real_5: 0.2222948521375656 (0.20836623722219214) | > loss_0: 2.186314821243286 (2.196821957348502) | > grad_norm_0: tensor(20.9523, device='cuda:0') (tensor(22.3072, device='cuda:0')) | > loss_gen: 2.714012622833252 (2.7769677282017193) | > loss_kl: 1.686360478401184 (1.7177874837967164) | > loss_feat: 9.284303665161133 (8.357580554676566) | > loss_mel: 14.004388809204102 (13.137053280590695) | > loss_duration: 1.6851036548614502 (1.670176143314749) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.374168395996094 (27.659565237116688) | > grad_norm_1: tensor(634.4117, device='cuda:0') (tensor(407.3291, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.86 (0.8510773143666314) | > loader_time: 0.0097 (0.010287472271026771)  --> TIME: 2025-05-11 05:46:12 -- STEP: 237/725 -- GLOBAL_STEP: 310000 | > loss_disc: 2.318199634552002 (2.1958077668137705) | > loss_disc_real_0: 0.1837628334760666 (0.1354150204655995) | > loss_disc_real_1: 0.20366406440734863 (0.18906469863175346) | > loss_disc_real_2: 0.19358859956264496 (0.18736585936968836) | > loss_disc_real_3: 0.23703671991825104 (0.20469630852278778) | > loss_disc_real_4: 0.22174033522605896 (0.19533209741618565) | > loss_disc_real_5: 0.2531242072582245 (0.20873798297930368) | > loss_0: 2.318199634552002 (2.1958077668137705) | > grad_norm_0: tensor(31.5912, device='cuda:0') (tensor(21.9042, device='cuda:0')) | > loss_gen: 2.7071683406829834 (2.77793267608192) | > loss_kl: 1.8977454900741577 (1.7263470978676518) | > loss_feat: 7.487655162811279 (8.374008206878536) | > loss_mel: 12.09451675415039 (13.164287724072423) | > loss_duration: 1.6600346565246582 (1.6711488861574906) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.84712028503418 (27.713724619225612) | > grad_norm_1: tensor(450.5822, device='cuda:0') (tensor(394.7985, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8241 (0.8518434345470702) | > loader_time: 0.0103 (0.010235866916833543) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_310000.pth  --> TIME: 2025-05-11 05:46:58 -- STEP: 287/725 -- GLOBAL_STEP: 310050 | > loss_disc: 2.205267906188965 (2.1935822191138734) | > loss_disc_real_0: 0.11223680526018143 (0.13557014131483727) | > loss_disc_real_1: 0.1785457730293274 (0.18892942555897752) | > loss_disc_real_2: 0.19665175676345825 (0.18681599921465752) | > loss_disc_real_3: 0.1800515502691269 (0.20462048811779618) | > loss_disc_real_4: 0.2069600224494934 (0.19502088328894837) | > loss_disc_real_5: 0.20339453220367432 (0.20804567988118225) | > loss_0: 2.205267906188965 (2.1935822191138734) | > grad_norm_0: tensor(26.9193, device='cuda:0') (tensor(21.9386, device='cuda:0')) | > loss_gen: 2.6291086673736572 (2.777855589830087) | > loss_kl: 1.7299586534500122 (1.726292714424665) | > loss_feat: 7.717157363891602 (8.372592540568178) | > loss_mel: 12.052791595458984 (13.165855939379972) | > loss_duration: 1.6827428340911865 (1.6716340285975761) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.81175994873047 (27.714230813215842) | > grad_norm_1: tensor(598.5764, device='cuda:0') (tensor(398.8164, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8179 (0.8523443758695384) | > loader_time: 0.0093 (0.010164925445662972)  --> TIME: 2025-05-11 05:47:42 -- STEP: 337/725 -- GLOBAL_STEP: 310100 | > loss_disc: 2.0561630725860596 (2.19233440079392) | > loss_disc_real_0: 0.1413906067609787 (0.13556259928011408) | > loss_disc_real_1: 0.1704513281583786 (0.1889004181595161) | > loss_disc_real_2: 0.19235442578792572 (0.18713553046437326) | > loss_disc_real_3: 0.21204078197479248 (0.20428650868221984) | > loss_disc_real_4: 0.1942790150642395 (0.19490126080435177) | > loss_disc_real_5: 0.20401062071323395 (0.20829454395997418) | > loss_0: 2.0561630725860596 (2.19233440079392) | > grad_norm_0: tensor(26.1513, device='cuda:0') (tensor(21.4088, device='cuda:0')) | > loss_gen: 2.8591268062591553 (2.7766854366845837) | > loss_kl: 1.781291127204895 (1.7294494642348246) | > loss_feat: 9.361857414245605 (8.365584138592908) | > loss_mel: 13.5703706741333 (13.1390936141198) | > loss_duration: 1.6564528942108154 (1.671393606358538) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.22909927368164 (27.682206241596358) | > grad_norm_1: tensor(580.4860, device='cuda:0') (tensor(395.1855, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8775 (0.8525611774150271) | > loader_time: 0.0097 (0.010113949591752682)  --> TIME: 2025-05-11 05:48:25 -- STEP: 387/725 -- GLOBAL_STEP: 310150 | > loss_disc: 2.1350338459014893 (2.193115392088583) | > loss_disc_real_0: 0.11116891354322433 (0.13579103731831849) | > loss_disc_real_1: 0.1767578125 (0.18874309075279147) | > loss_disc_real_2: 0.22374871373176575 (0.18717201273570688) | > loss_disc_real_3: 0.18720072507858276 (0.2044791194588639) | > loss_disc_real_4: 0.19398368895053864 (0.1949822826825987) | > loss_disc_real_5: 0.18980252742767334 (0.20837279584364682) | > loss_0: 2.1350338459014893 (2.193115392088583) | > grad_norm_0: tensor(32.2113, device='cuda:0') (tensor(21.9536, device='cuda:0')) | > loss_gen: 2.7400593757629395 (2.777909612162785) | > loss_kl: 1.4840936660766602 (1.7339223062653257) | > loss_feat: 8.369792938232422 (8.345710694019793) | > loss_mel: 13.055838584899902 (13.121998025465377) | > loss_duration: 1.7427308559417725 (1.6711764489649505) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.392515182495117 (27.650717087186287) | > grad_norm_1: tensor(419.1849, device='cuda:0') (tensor(397.0378, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.857 (0.8520260023516278) | > loader_time: 0.0094 (0.010071809285678912)  --> TIME: 2025-05-11 05:49:08 -- STEP: 437/725 -- GLOBAL_STEP: 310200 | > loss_disc: 2.134181499481201 (2.194419864113328) | > loss_disc_real_0: 0.12737734615802765 (0.13609930893376435) | > loss_disc_real_1: 0.17060120403766632 (0.18886398836049673) | > loss_disc_real_2: 0.1722666621208191 (0.18737119149834394) | > loss_disc_real_3: 0.1772308498620987 (0.2044700782072626) | > loss_disc_real_4: 0.18915100395679474 (0.19495993661662261) | > loss_disc_real_5: 0.22201448678970337 (0.20799041302444188) | > loss_0: 2.134181499481201 (2.194419864113328) | > grad_norm_0: tensor(22.2897, device='cuda:0') (tensor(21.9952, device='cuda:0')) | > loss_gen: 2.892831563949585 (2.7769553895945958) | > loss_kl: 1.7179235219955444 (1.728401651917115) | > loss_feat: 9.37468147277832 (8.336137761785988) | > loss_mel: 13.279223442077637 (13.116905797264392) | > loss_duration: 1.6422669887542725 (1.671000533845933) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.90692710876465 (27.629401174235408) | > grad_norm_1: tensor(517.6852, device='cuda:0') (tensor(402.7182, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.9002 (0.8512551315316347) | > loader_time: 0.0104 (0.010042344950974943)  --> TIME: 2025-05-11 05:49:51 -- STEP: 487/725 -- GLOBAL_STEP: 310250 | > loss_disc: 2.011159896850586 (2.1959462498737317) | > loss_disc_real_0: 0.09289983659982681 (0.1364906700270621) | > loss_disc_real_1: 0.17303480207920074 (0.18907712286747466) | > loss_disc_real_2: 0.17760488390922546 (0.18746923402839127) | > loss_disc_real_3: 0.19719922542572021 (0.20466008816044434) | > loss_disc_real_4: 0.1829633265733719 (0.1949954104190979) | > loss_disc_real_5: 0.22734379768371582 (0.20786152109962713) | > loss_0: 2.011159896850586 (2.1959462498737317) | > grad_norm_0: tensor(18.9270, device='cuda:0') (tensor(22.3260, device='cuda:0')) | > loss_gen: 3.169430732727051 (2.777418121909704) | > loss_kl: 1.9007586240768433 (1.7285289644460657) | > loss_feat: 10.406715393066406 (8.331522212136196) | > loss_mel: 14.137565612792969 (13.118026167460288) | > loss_duration: 1.6639180183410645 (1.671574331406941) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.27838897705078 (27.62706983358709) | > grad_norm_1: tensor(532.3002, device='cuda:0') (tensor(407.5323, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8216 (0.8510863683062168) | > loader_time: 0.0096 (0.010005174476263215)  --> TIME: 2025-05-11 05:50:34 -- STEP: 537/725 -- GLOBAL_STEP: 310300 | > loss_disc: 2.3251304626464844 (2.1999459013592606) | > loss_disc_real_0: 0.13588806986808777 (0.1367829123883051) | > loss_disc_real_1: 0.201884925365448 (0.1892969101611907) | > loss_disc_real_2: 0.20453450083732605 (0.187924529698086) | > loss_disc_real_3: 0.24823860824108124 (0.20517968731885514) | > loss_disc_real_4: 0.22903725504875183 (0.1954141617986743) | > loss_disc_real_5: 0.23635685443878174 (0.20821970112940896) | > loss_0: 2.3251304626464844 (2.1999459013592606) | > grad_norm_0: tensor(39.6303, device='cuda:0') (tensor(22.0631, device='cuda:0')) | > loss_gen: 2.544729232788086 (2.770474860566067) | > loss_kl: 1.6148842573165894 (1.7290001639218748) | > loss_feat: 7.194325923919678 (8.29837641902475) | > loss_mel: 11.635498046875 (13.073397863732588) | > loss_duration: 1.7049235105514526 (1.6721155827715868) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.694360733032227 (27.54336493152925) | > grad_norm_1: tensor(560.8526, device='cuda:0') (tensor(401.4222, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8528 (0.8510797725265474) | > loader_time: 0.0101 (0.010006849992208642)  --> TIME: 2025-05-11 05:51:17 -- STEP: 587/725 -- GLOBAL_STEP: 310350 | > loss_disc: 2.3580141067504883 (2.200977874167735) | > loss_disc_real_0: 0.10671243816614151 (0.13683867611917555) | > loss_disc_real_1: 0.2557707130908966 (0.18943568259426855) | > loss_disc_real_2: 0.18136698007583618 (0.188056522755038) | > loss_disc_real_3: 0.19052793085575104 (0.20521642714484992) | > loss_disc_real_4: 0.22887980937957764 (0.1954798192242747) | > loss_disc_real_5: 0.2548649311065674 (0.20812613744244254) | > loss_0: 2.3580141067504883 (2.200977874167735) | > grad_norm_0: tensor(16.6772, device='cuda:0') (tensor(22.0795, device='cuda:0')) | > loss_gen: 2.6422829627990723 (2.770164791120176) | > loss_kl: 1.7607042789459229 (1.7287595477177298) | > loss_feat: 7.520443916320801 (8.299619693366166) | > loss_mel: 13.062355041503906 (13.070609164197354) | > loss_duration: 1.65176260471344 (1.671561698288081) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.63754653930664 (27.540714939773796) | > grad_norm_1: tensor(209.2003, device='cuda:0') (tensor(405.0406, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8616 (0.8508602005050377) | > loader_time: 0.0094 (0.009970205605943928)  --> TIME: 2025-05-11 05:52:01 -- STEP: 637/725 -- GLOBAL_STEP: 310400 | > loss_disc: 2.135176658630371 (2.200756014984109) | > loss_disc_real_0: 0.11945600062608719 (0.13682068479678683) | > loss_disc_real_1: 0.19222714006900787 (0.1894861662546918) | > loss_disc_real_2: 0.20803801715373993 (0.18822050314496044) | > loss_disc_real_3: 0.20941080152988434 (0.20509939936678306) | > loss_disc_real_4: 0.1778852492570877 (0.1953297435909837) | > loss_disc_real_5: 0.18647541105747223 (0.20813880481843472) | > loss_0: 2.135176658630371 (2.200756014984109) | > grad_norm_0: tensor(14.9224, device='cuda:0') (tensor(22.1610, device='cuda:0')) | > loss_gen: 2.859304189682007 (2.7694104342857377) | > loss_kl: 1.7427184581756592 (1.7290479442575475) | > loss_feat: 8.93591022491455 (8.29555208155272) | > loss_mel: 13.68708324432373 (13.06437276034751) | > loss_duration: 1.6468253135681152 (1.671193417986297) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.871841430664062 (27.529576665378254) | > grad_norm_1: tensor(485.1858, device='cuda:0') (tensor(405.9352, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8394 (0.8518261007461672) | > loader_time: 0.0096 (0.009962214405532908)  --> TIME: 2025-05-11 05:52:44 -- STEP: 687/725 -- GLOBAL_STEP: 310450 | > loss_disc: 2.0595836639404297 (2.201675929703916) | > loss_disc_real_0: 0.11189118027687073 (0.13672805725009848) | > loss_disc_real_1: 0.17125724256038666 (0.18965609937776123) | > loss_disc_real_2: 0.16612856090068817 (0.18822343339479308) | > loss_disc_real_3: 0.16059386730194092 (0.20514176766424724) | > loss_disc_real_4: 0.17758914828300476 (0.19542858405838537) | > loss_disc_real_5: 0.20055384933948517 (0.20826730819682007) | > loss_0: 2.0595836639404297 (2.201675929703916) | > grad_norm_0: tensor(16.3696, device='cuda:0') (tensor(21.8030, device='cuda:0')) | > loss_gen: 3.0786736011505127 (2.7668510198246112) | > loss_kl: 1.5397086143493652 (1.728789126508621) | > loss_feat: 10.496131896972656 (8.292142201719301) | > loss_mel: 15.303783416748047 (13.061614443294511) | > loss_duration: 1.6786143779754639 (1.671101962635091) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.0969123840332 (27.520498769946148) | > grad_norm_1: tensor(530.9562, device='cuda:0') (tensor(399.9250, device='cuda:0')) | > current_lr_0: 0.00019110337701809513 | > current_lr_1: 0.00019110337701809513 | > step_time: 0.8655 (0.8514612991216405) | > loader_time: 0.01 (0.009947079931978227)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2382850646972656 (2.2382850646972656) | > loss_disc_real_0: 0.14766773581504822 (0.14766773581504822) | > loss_disc_real_1: 0.16066515445709229 (0.16066515445709229) | > loss_disc_real_2: 0.2078258991241455 (0.2078258991241455) | > loss_disc_real_3: 0.26464906334877014 (0.26464906334877014) | > loss_disc_real_4: 0.21165436506271362 (0.21165436506271362) | > loss_disc_real_5: 0.19385194778442383 (0.19385194778442383) | > loss_0: 2.2382850646972656 (2.2382850646972656) | > loss_gen: 2.6893606185913086 (2.6893606185913086) | > loss_kl: 2.0450918674468994 (2.0450918674468994) | > loss_feat: 9.898648262023926 (9.898648262023926) | > loss_mel: 15.420949935913086 (15.420949935913086) | > loss_duration: 1.7084193229675293 (1.7084193229675293) | > loss_1: 31.762470245361328 (31.762470245361328)  --> STEP: 1 | > loss_disc: 2.384937286376953 (2.384937286376953) | > loss_disc_real_0: 0.16490161418914795 (0.16490161418914795) | > loss_disc_real_1: 0.18332189321517944 (0.18332189321517944) | > loss_disc_real_2: 0.21091017127037048 (0.21091017127037048) | > loss_disc_real_3: 0.23738567531108856 (0.23738567531108856) | > loss_disc_real_4: 0.20787569880485535 (0.20787569880485535) | > loss_disc_real_5: 0.21810491383075714 (0.21810491383075714) | > loss_0: 2.384937286376953 (2.384937286376953) | > loss_gen: 2.422055721282959 (2.422055721282959) | > loss_kl: 2.1081702709198 (2.1081702709198) | > loss_feat: 6.828841209411621 (6.828841209411621) | > loss_mel: 12.626314163208008 (12.626314163208008) | > loss_duration: 1.8095189332962036 (1.8095189332962036) | > loss_1: 25.79490089416504 (25.79490089416504)  --> STEP: 2 | > loss_disc: 2.3067221641540527 (2.345829725265503) | > loss_disc_real_0: 0.1720178872346878 (0.16845975071191788) | > loss_disc_real_1: 0.18066087365150452 (0.18199138343334198) | > loss_disc_real_2: 0.20090243220329285 (0.20590630173683167) | > loss_disc_real_3: 0.24959225952625275 (0.24348896741867065) | > loss_disc_real_4: 0.22338427603244781 (0.21562998741865158) | > loss_disc_real_5: 0.20798876881599426 (0.2130468413233757) | > loss_0: 2.3067221641540527 (2.345829725265503) | > loss_gen: 2.618518829345703 (2.520287275314331) | > loss_kl: 1.971146821975708 (2.039658546447754) | > loss_feat: 7.885537147521973 (7.357189178466797) | > loss_mel: 13.212050437927246 (12.919182300567627) | > loss_duration: 1.8832184076309204 (1.846368670463562) | > loss_1: 27.570470809936523 (26.68268585205078)  --> STEP: 3 | > loss_disc: 2.360745906829834 (2.3508017857869468) | > loss_disc_real_0: 0.1571708470582962 (0.16469678282737732) | > loss_disc_real_1: 0.19764983654022217 (0.18721086780230203) | > loss_disc_real_2: 0.20533207058906555 (0.20571489135424295) | > loss_disc_real_3: 0.2401866316795349 (0.24238818883895874) | > loss_disc_real_4: 0.2212630808353424 (0.21750768522421518) | > loss_disc_real_5: 0.21704232692718506 (0.21437866985797882) | > loss_0: 2.360745906829834 (2.3508017857869468) | > loss_gen: 2.5297293663024902 (2.523434638977051) | > loss_kl: 2.061544418334961 (2.0469538370768228) | > loss_feat: 7.569799900054932 (7.428059418996175) | > loss_mel: 13.436044692993164 (13.091469764709473) | > loss_duration: 1.8283700942993164 (1.8403691450754802) | > loss_1: 27.425487518310547 (26.930286407470703)  --> STEP: 4 | > loss_disc: 2.176912784576416 (2.307329535484314) | > loss_disc_real_0: 0.13018369674682617 (0.15606851130723953) | > loss_disc_real_1: 0.169814333319664 (0.18286173418164253) | > loss_disc_real_2: 0.19832497835159302 (0.20386741310358047) | > loss_disc_real_3: 0.21369172632694244 (0.23521407321095467) | > loss_disc_real_4: 0.20282311737537384 (0.21383654326200485) | > loss_disc_real_5: 0.215903177857399 (0.21475979685783386) | > loss_0: 2.176912784576416 (2.307329535484314) | > loss_gen: 2.7968738079071045 (2.591794431209564) | > loss_kl: 1.9955592155456543 (2.0341051816940308) | > loss_feat: 9.737320899963379 (8.005374789237976) | > loss_mel: 14.70053482055664 (13.493736028671265) | > loss_duration: 1.7631388902664185 (1.8210615813732147) | > loss_1: 30.993427276611328 (27.94607162475586) --> EVAL PERFORMANCE | > avg_loader_time: 0.2791197896003723 (-0.0027725696563720703) | > avg_loss_disc: 2.307329535484314 (+0.02017688751220703) | > avg_loss_disc_real_0: 0.15606851130723953 (+0.040813714265823364) | > avg_loss_disc_real_1: 0.18286173418164253 (-0.024071145802736282) | > avg_loss_disc_real_2: 0.20386741310358047 (+0.060355234891176224) | > avg_loss_disc_real_3: 0.23521407321095467 (+4.6115368604660034e-05) | > avg_loss_disc_real_4: 0.21383654326200485 (-0.0655837133526802) | > avg_loss_disc_real_5: 0.21475979685783386 (-0.07237917184829712) | > avg_loss_0: 2.307329535484314 (+0.02017688751220703) | > avg_loss_gen: 2.591794431209564 (-0.12968194484710693) | > avg_loss_kl: 2.0341051816940308 (-0.07389712333679199) | > avg_loss_feat: 8.005374789237976 (+0.0005820989608764648) | > avg_loss_mel: 13.493736028671265 (+0.2814159393310547) | > avg_loss_duration: 1.8210615813732147 (+0.0011495351791381836) | > avg_loss_1: 27.94607162475586 (+0.07956838607788086)  > EPOCH: 365/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 05:53:23)   --> TIME: 2025-05-11 05:53:36 -- STEP: 12/725 -- GLOBAL_STEP: 310500 | > loss_disc: 2.246098518371582 (2.2101071874300637) | > loss_disc_real_0: 0.15146245062351227 (0.13833470828831196) | > loss_disc_real_1: 0.20284061133861542 (0.1901143528521061) | > loss_disc_real_2: 0.20588432252407074 (0.19161868219574293) | > loss_disc_real_3: 0.21089264750480652 (0.20543279002110162) | > loss_disc_real_4: 0.21205447614192963 (0.1957987273732821) | > loss_disc_real_5: 0.18376214802265167 (0.20823550100127855) | > loss_0: 2.246098518371582 (2.2101071874300637) | > grad_norm_0: tensor(30.0331, device='cuda:0') (tensor(27.6625, device='cuda:0')) | > loss_gen: 2.868502616882324 (2.8420557578404746) | > loss_kl: 1.6912585496902466 (1.6986046433448792) | > loss_feat: 9.293256759643555 (8.450843413670858) | > loss_mel: 14.327298164367676 (13.496429284413656) | > loss_duration: 1.683646559715271 (1.6710388759771984) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.863964080810547 (28.158972422281902) | > grad_norm_1: tensor(396.1176, device='cuda:0') (tensor(419.7451, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8541 (0.8354612986246744) | > loader_time: 0.0095 (0.010318140188852945)  --> TIME: 2025-05-11 05:54:19 -- STEP: 62/725 -- GLOBAL_STEP: 310550 | > loss_disc: 2.2415037155151367 (2.2149501462136554) | > loss_disc_real_0: 0.19204971194267273 (0.1400734627198789) | > loss_disc_real_1: 0.20497675240039825 (0.19240415937477542) | > loss_disc_real_2: 0.19940711557865143 (0.1900534401497533) | > loss_disc_real_3: 0.1859409511089325 (0.20482074998078809) | > loss_disc_real_4: 0.2019461691379547 (0.19573505463138705) | > loss_disc_real_5: 0.18668833374977112 (0.2055979320599187) | > loss_0: 2.2415037155151367 (2.2149501462136554) | > grad_norm_0: tensor(36.8291, device='cuda:0') (tensor(25.9114, device='cuda:0')) | > loss_gen: 2.8006386756896973 (2.7768052393390286) | > loss_kl: 1.578887939453125 (1.7071263213311472) | > loss_feat: 8.230796813964844 (8.24509293802323) | > loss_mel: 13.435308456420898 (13.16672840426045) | > loss_duration: 1.7023531198501587 (1.6671394878818142) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.747983932495117 (27.562892421599358) | > grad_norm_1: tensor(557.6021, device='cuda:0') (tensor(434.9069, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8422 (0.853646832127725) | > loader_time: 0.0095 (0.010528749035250752)  --> TIME: 2025-05-11 05:55:03 -- STEP: 112/725 -- GLOBAL_STEP: 310600 | > loss_disc: 2.141066312789917 (2.2065682134457996) | > loss_disc_real_0: 0.15445758402347565 (0.13911823482651806) | > loss_disc_real_1: 0.2007363885641098 (0.19081064167299439) | > loss_disc_real_2: 0.18041570484638214 (0.18909477894859655) | > loss_disc_real_3: 0.19845744967460632 (0.20408494570957764) | > loss_disc_real_4: 0.1882181167602539 (0.19512013252824545) | > loss_disc_real_5: 0.18745660781860352 (0.20588861924729177) | > loss_0: 2.141066312789917 (2.2065682134457996) | > grad_norm_0: tensor(28.1092, device='cuda:0') (tensor(23.4001, device='cuda:0')) | > loss_gen: 2.8951730728149414 (2.771973641855376) | > loss_kl: 1.539013385772705 (1.7171897036688668) | > loss_feat: 8.758076667785645 (8.272755750588008) | > loss_mel: 13.103190422058105 (13.089423733098167) | > loss_duration: 1.6685656309127808 (1.670896691935403) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.964017868041992 (27.522239429610117) | > grad_norm_1: tensor(588.1674, device='cuda:0') (tensor(410.0533, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8247 (0.8539211664881025) | > loader_time: 0.0101 (0.010335145252091543)  --> TIME: 2025-05-11 05:55:46 -- STEP: 162/725 -- GLOBAL_STEP: 310650 | > loss_disc: 2.310204267501831 (2.2016403616210565) | > loss_disc_real_0: 0.2418888807296753 (0.13872337575863916) | > loss_disc_real_1: 0.1660643070936203 (0.1906601909869982) | > loss_disc_real_2: 0.19635100662708282 (0.18839598474679176) | > loss_disc_real_3: 0.1813773810863495 (0.20470707679604305) | > loss_disc_real_4: 0.18867293000221252 (0.1948008659629174) | > loss_disc_real_5: 0.2767764627933502 (0.20531789415780408) | > loss_0: 2.310204267501831 (2.2016403616210565) | > grad_norm_0: tensor(41.3392, device='cuda:0') (tensor(24.5678, device='cuda:0')) | > loss_gen: 2.79622745513916 (2.7853987849788906) | > loss_kl: 1.7900962829589844 (1.7088779439160853) | > loss_feat: 8.128828048706055 (8.286681669729731) | > loss_mel: 13.525193214416504 (13.086767702926824) | > loss_duration: 1.6282011270523071 (1.6704766514860554) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.868545532226562 (27.538202697848096) | > grad_norm_1: tensor(274.5582, device='cuda:0') (tensor(427.0482, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8287 (0.8525582154591879) | > loader_time: 0.0096 (0.01028785587828836)  --> TIME: 2025-05-11 05:56:29 -- STEP: 212/725 -- GLOBAL_STEP: 310700 | > loss_disc: 2.126800775527954 (2.2005988651851442) | > loss_disc_real_0: 0.15330669283866882 (0.13838458015530747) | > loss_disc_real_1: 0.18016934394836426 (0.1910858599925941) | > loss_disc_real_2: 0.18517373502254486 (0.18829841476004086) | > loss_disc_real_3: 0.20583152770996094 (0.20478139796628142) | > loss_disc_real_4: 0.18126723170280457 (0.19494203091511186) | > loss_disc_real_5: 0.2109217494726181 (0.2047039603568473) | > loss_0: 2.126800775527954 (2.2005988651851442) | > grad_norm_0: tensor(26.8635, device='cuda:0') (tensor(23.7284, device='cuda:0')) | > loss_gen: 2.8942203521728516 (2.779014848313243) | > loss_kl: 1.5823982954025269 (1.7126839953773427) | > loss_feat: 8.696661949157715 (8.286679911163624) | > loss_mel: 13.313154220581055 (13.062479190106663) | > loss_duration: 1.6737004518508911 (1.6700726741889738) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.16013526916504 (27.510930547174418) | > grad_norm_1: tensor(513.9265, device='cuda:0') (tensor(416.0772, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8486 (0.8532893106622516) | > loader_time: 0.0095 (0.010243804949634481)  --> TIME: 2025-05-11 05:57:12 -- STEP: 262/725 -- GLOBAL_STEP: 310750 | > loss_disc: 2.080646514892578 (2.201308355986619) | > loss_disc_real_0: 0.10669099539518356 (0.1379325862490495) | > loss_disc_real_1: 0.21164003014564514 (0.19135083286589338) | > loss_disc_real_2: 0.1860085427761078 (0.18882812462917725) | > loss_disc_real_3: 0.19803239405155182 (0.20480100116656938) | > loss_disc_real_4: 0.19420216977596283 (0.19495037033130194) | > loss_disc_real_5: 0.2103610336780548 (0.20531883886979738) | > loss_0: 2.080646514892578 (2.201308355986619) | > grad_norm_0: tensor(14.5267, device='cuda:0') (tensor(22.5646, device='cuda:0')) | > loss_gen: 2.9409570693969727 (2.7765045329814657) | > loss_kl: 1.5833173990249634 (1.7139542871759137) | > loss_feat: 9.97389030456543 (8.30345791714793) | > loss_mel: 15.354795455932617 (13.063089738365347) | > loss_duration: 1.6623036861419678 (1.6707971851334318) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.515262603759766 (27.527803668539033) | > grad_norm_1: tensor(308.9691, device='cuda:0') (tensor(392.7546, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8841 (0.8512509515267292) | > loader_time: 0.01 (0.010202529776187344)  --> TIME: 2025-05-11 05:57:56 -- STEP: 312/725 -- GLOBAL_STEP: 310800 | > loss_disc: 2.261481285095215 (2.2022774555744293) | > loss_disc_real_0: 0.11612949520349503 (0.13803280023141565) | > loss_disc_real_1: 0.1855880320072174 (0.19102245168044013) | > loss_disc_real_2: 0.18225304782390594 (0.18897522584750115) | > loss_disc_real_3: 0.21210607886314392 (0.20466076315213466) | > loss_disc_real_4: 0.1868150234222412 (0.1951289950655057) | > loss_disc_real_5: 0.21648715436458588 (0.20611203552629703) | > loss_0: 2.261481285095215 (2.2022774555744293) | > grad_norm_0: tensor(25.5081, device='cuda:0') (tensor(22.1525, device='cuda:0')) | > loss_gen: 2.621368169784546 (2.7726009831978726) | > loss_kl: 1.9091863632202148 (1.7174454747866355) | > loss_feat: 7.866206645965576 (8.300344490087962) | > loss_mel: 12.609598159790039 (13.073059754493913) | > loss_duration: 1.674189805984497 (1.6699264416327844) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.68054962158203 (27.533377188902634) | > grad_norm_1: tensor(442.0786, device='cuda:0') (tensor(387.0871, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8363 (0.8525943419872188) | > loader_time: 0.0099 (0.010184831344164336)  --> TIME: 2025-05-11 05:58:39 -- STEP: 362/725 -- GLOBAL_STEP: 310850 | > loss_disc: 2.174421787261963 (2.199545927798552) | > loss_disc_real_0: 0.13257759809494019 (0.13788182265768392) | > loss_disc_real_1: 0.19030869007110596 (0.19072392224771537) | > loss_disc_real_2: 0.2009352743625641 (0.18897616027633138) | > loss_disc_real_3: 0.2145725041627884 (0.2042404351889757) | > loss_disc_real_4: 0.1997174173593521 (0.19499442602883385) | > loss_disc_real_5: 0.1962393969297409 (0.20568479692244399) | > loss_0: 2.174421787261963 (2.199545927798552) | > grad_norm_0: tensor(27.3704, device='cuda:0') (tensor(21.9370, device='cuda:0')) | > loss_gen: 2.9383513927459717 (2.7753541825226007) | > loss_kl: 1.638228416442871 (1.7199936980042003) | > loss_feat: 9.332554817199707 (8.315778001237325) | > loss_mel: 13.78493595123291 (13.085854817490556) | > loss_duration: 1.603971242904663 (1.6690957098376027) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.29804039001465 (27.566076442023007) | > grad_norm_1: tensor(617.9542, device='cuda:0') (tensor(384.6584, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8491 (0.8529500948131415) | > loader_time: 0.0096 (0.010178485627991063)  --> TIME: 2025-05-11 05:59:23 -- STEP: 412/725 -- GLOBAL_STEP: 310900 | > loss_disc: 2.2650132179260254 (2.198832158035443) | > loss_disc_real_0: 0.14219486713409424 (0.137763445021458) | > loss_disc_real_1: 0.19000369310379028 (0.19082464219875703) | > loss_disc_real_2: 0.19330629706382751 (0.1894087503184972) | > loss_disc_real_3: 0.22373530268669128 (0.20418904479412192) | > loss_disc_real_4: 0.1872248351573944 (0.19489695359636278) | > loss_disc_real_5: 0.21957629919052124 (0.20545411033971797) | > loss_0: 2.2650132179260254 (2.198832158035443) | > grad_norm_0: tensor(35.6724, device='cuda:0') (tensor(22.1110, device='cuda:0')) | > loss_gen: 2.6860222816467285 (2.7806783573141387) | > loss_kl: 1.7348442077636719 (1.716678700111444) | > loss_feat: 8.574934005737305 (8.314321386003968) | > loss_mel: 13.261391639709473 (13.088939057970514) | > loss_duration: 1.6811507940292358 (1.6697226149364583) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.938343048095703 (27.570340142666716) | > grad_norm_1: tensor(489.1685, device='cuda:0') (tensor(390.9352, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8604 (0.8529976855203945) | > loader_time: 0.0103 (0.010159997106755825)  --> TIME: 2025-05-11 06:00:06 -- STEP: 462/725 -- GLOBAL_STEP: 310950 | > loss_disc: 2.2753100395202637 (2.198705415447035) | > loss_disc_real_0: 0.13235661387443542 (0.13771033811169245) | > loss_disc_real_1: 0.16726244986057281 (0.19056746566837482) | > loss_disc_real_2: 0.19726642966270447 (0.18913176800910536) | > loss_disc_real_3: 0.21114639937877655 (0.20436395008068575) | > loss_disc_real_4: 0.18940986692905426 (0.19495521608369176) | > loss_disc_real_5: 0.20269198715686798 (0.20578064669520307) | > loss_0: 2.2753100395202637 (2.198705415447035) | > grad_norm_0: tensor(17.2718, device='cuda:0') (tensor(22.2706, device='cuda:0')) | > loss_gen: 2.655876874923706 (2.783604333927106) | > loss_kl: 1.6773418188095093 (1.7179021910155485) | > loss_feat: 8.569583892822266 (8.332438404941973) | > loss_mel: 12.818166732788086 (13.091274992212076) | > loss_duration: 1.7088350057601929 (1.6697949276858077) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.4298038482666 (27.595014865264233) | > grad_norm_1: tensor(196.9305, device='cuda:0') (tensor(397.4007, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.7969 (0.8521900099593325) | > loader_time: 0.0099 (0.01011432352520171)  --> TIME: 2025-05-11 06:00:49 -- STEP: 512/725 -- GLOBAL_STEP: 311000 | > loss_disc: 2.34963321685791 (2.200849912362172) | > loss_disc_real_0: 0.14120930433273315 (0.137804608850274) | > loss_disc_real_1: 0.2136153280735016 (0.19077156958519478) | > loss_disc_real_2: 0.20138432085514069 (0.18915997707517823) | > loss_disc_real_3: 0.20897464454174042 (0.204668458958622) | > loss_disc_real_4: 0.2090366631746292 (0.1951279440545477) | > loss_disc_real_5: 0.20341159403324127 (0.20621693233260885) | > loss_0: 2.34963321685791 (2.200849912362172) | > grad_norm_0: tensor(16.8351, device='cuda:0') (tensor(22.0602, device='cuda:0')) | > loss_gen: 2.681713819503784 (2.779454348143191) | > loss_kl: 1.6880683898925781 (1.7193376237992193) | > loss_feat: 7.2066731452941895 (8.313114233314991) | > loss_mel: 12.381284713745117 (13.08609560132027) | > loss_duration: 1.6211979389190674 (1.670482523739338) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.578937530517578 (27.56848432868719) | > grad_norm_1: tensor(184.3919, device='cuda:0') (tensor(394.0795, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.842 (0.8516576001420618) | > loader_time: 0.0108 (0.01012283377349377) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_311000.pth  --> TIME: 2025-05-11 06:01:35 -- STEP: 562/725 -- GLOBAL_STEP: 311050 | > loss_disc: 2.2880468368530273 (2.2004971077857904) | > loss_disc_real_0: 0.19226829707622528 (0.13757708788024126) | > loss_disc_real_1: 0.19047224521636963 (0.19088777822850006) | > loss_disc_real_2: 0.1843803972005844 (0.18916491434985644) | > loss_disc_real_3: 0.20839117467403412 (0.20451877122990175) | > loss_disc_real_4: 0.19409000873565674 (0.19515663963407806) | > loss_disc_real_5: 0.2547961175441742 (0.2062392289687306) | > loss_0: 2.2880468368530273 (2.2004971077857904) | > grad_norm_0: tensor(28.5046, device='cuda:0') (tensor(21.8873, device='cuda:0')) | > loss_gen: 2.7692322731018066 (2.7785603321319807) | > loss_kl: 1.7483171224594116 (1.7177507101004656) | > loss_feat: 7.30953311920166 (8.311440997276442) | > loss_mel: 11.295071601867676 (13.081146727253117) | > loss_duration: 1.6366641521453857 (1.6703057982743426) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.75881576538086 (27.559204552945722) | > grad_norm_1: tensor(354.5109, device='cuda:0') (tensor(396.1570, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8785 (0.8520833788393231) | > loader_time: 0.0105 (0.01010280571798413)  --> TIME: 2025-05-11 06:02:18 -- STEP: 612/725 -- GLOBAL_STEP: 311100 | > loss_disc: 2.176161289215088 (2.2017121484466617) | > loss_disc_real_0: 0.13834363222122192 (0.13762244080601158) | > loss_disc_real_1: 0.22306643426418304 (0.19095672803377012) | > loss_disc_real_2: 0.1954311579465866 (0.1891724458512139) | > loss_disc_real_3: 0.16414740681648254 (0.2046109139919281) | > loss_disc_real_4: 0.20422905683517456 (0.1954705055583926) | > loss_disc_real_5: 0.2097315490245819 (0.20637112904607863) | > loss_0: 2.176161289215088 (2.2017121484466617) | > grad_norm_0: tensor(28.8135, device='cuda:0') (tensor(21.8806, device='cuda:0')) | > loss_gen: 2.814535140991211 (2.7760945402718837) | > loss_kl: 1.6053229570388794 (1.7193549039706686) | > loss_feat: 8.70301628112793 (8.302938932686851) | > loss_mel: 13.674428939819336 (13.076527777840115) | > loss_duration: 1.6076180934906006 (1.66996781070248) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.404922485351562 (27.544883971120797) | > grad_norm_1: tensor(437.8507, device='cuda:0') (tensor(397.3353, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8231 (0.8520886192913926) | > loader_time: 0.009 (0.010078897273618416)  --> TIME: 2025-05-11 06:03:01 -- STEP: 662/725 -- GLOBAL_STEP: 311150 | > loss_disc: 2.2123301029205322 (2.2020579855607694) | > loss_disc_real_0: 0.1087433472275734 (0.13797344746816542) | > loss_disc_real_1: 0.18929369747638702 (0.19086572059691853) | > loss_disc_real_2: 0.21100637316703796 (0.1891138222282388) | > loss_disc_real_3: 0.22908441722393036 (0.20467077821403112) | > loss_disc_real_4: 0.1714228391647339 (0.19563506480610263) | > loss_disc_real_5: 0.1956346333026886 (0.2061060423712356) | > loss_0: 2.2123301029205322 (2.2020579855607694) | > grad_norm_0: tensor(30.8508, device='cuda:0') (tensor(22.2753, device='cuda:0')) | > loss_gen: 2.6950016021728516 (2.775736746471092) | > loss_kl: 1.7699542045593262 (1.720693972535724) | > loss_feat: 8.536704063415527 (8.295021680186519) | > loss_mel: 12.861307144165039 (13.058301157821706) | > loss_duration: 1.6778020858764648 (1.6702550107618834) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.540767669677734 (27.520008556792384) | > grad_norm_1: tensor(542.6458, device='cuda:0') (tensor(401.2915, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8749 (0.8515305097729776) | > loader_time: 0.0104 (0.010077200627399002)  --> TIME: 2025-05-11 06:03:44 -- STEP: 712/725 -- GLOBAL_STEP: 311200 | > loss_disc: 2.267728328704834 (2.204103086604161) | > loss_disc_real_0: 0.1157231479883194 (0.13799047569503597) | > loss_disc_real_1: 0.2001042664051056 (0.19098311627095343) | > loss_disc_real_2: 0.2032623142004013 (0.18926117460379455) | > loss_disc_real_3: 0.20319314301013947 (0.20493833224676297) | > loss_disc_real_4: 0.19882790744304657 (0.1958738566909948) | > loss_disc_real_5: 0.20665203034877777 (0.2062179014463438) | > loss_0: 2.267728328704834 (2.204103086604161) | > grad_norm_0: tensor(10.4765, device='cuda:0') (tensor(22.2534, device='cuda:0')) | > loss_gen: 2.534498691558838 (2.7718844541003196) | > loss_kl: 1.4988603591918945 (1.721124721711941) | > loss_feat: 7.261354923248291 (8.270259727922712) | > loss_mel: 12.221480369567871 (13.044239506292884) | > loss_duration: 1.6533674001693726 (1.6698732473207323) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.16956329345703 (27.477381647302863) | > grad_norm_1: tensor(203.0437, device='cuda:0') (tensor(400.5946, device='cuda:0')) | > current_lr_0: 0.00019107948909596786 | > current_lr_1: 0.00019107948909596786 | > step_time: 0.8291 (0.8513885689585394) | > loader_time: 0.0095 (0.010076532872875098)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1413421630859375 (2.1413421630859375) | > loss_disc_real_0: 0.12922322750091553 (0.12922322750091553) | > loss_disc_real_1: 0.16696421802043915 (0.16696421802043915) | > loss_disc_real_2: 0.20377270877361298 (0.20377270877361298) | > loss_disc_real_3: 0.2418336570262909 (0.2418336570262909) | > loss_disc_real_4: 0.1936756819486618 (0.1936756819486618) | > loss_disc_real_5: 0.20979954302310944 (0.20979954302310944) | > loss_0: 2.1413421630859375 (2.1413421630859375) | > loss_gen: 2.74849796295166 (2.74849796295166) | > loss_kl: 1.941840648651123 (1.941840648651123) | > loss_feat: 8.687137603759766 (8.687137603759766) | > loss_mel: 14.153748512268066 (14.153748512268066) | > loss_duration: 1.7032504081726074 (1.7032504081726074) | > loss_1: 29.234474182128906 (29.234474182128906)  --> STEP: 1 | > loss_disc: 2.2283408641815186 (2.2283408641815186) | > loss_disc_real_0: 0.1258191466331482 (0.1258191466331482) | > loss_disc_real_1: 0.1737847626209259 (0.1737847626209259) | > loss_disc_real_2: 0.23914028704166412 (0.23914028704166412) | > loss_disc_real_3: 0.2104640007019043 (0.2104640007019043) | > loss_disc_real_4: 0.21095776557922363 (0.21095776557922363) | > loss_disc_real_5: 0.24442553520202637 (0.24442553520202637) | > loss_0: 2.2283408641815186 (2.2283408641815186) | > loss_gen: 2.7251415252685547 (2.7251415252685547) | > loss_kl: 2.036874771118164 (2.036874771118164) | > loss_feat: 8.685952186584473 (8.685952186584473) | > loss_mel: 14.927961349487305 (14.927961349487305) | > loss_duration: 1.8156629800796509 (1.8156629800796509) | > loss_1: 30.191591262817383 (30.191591262817383)  --> STEP: 2 | > loss_disc: 2.0634925365448 (2.145916700363159) | > loss_disc_real_0: 0.13515762984752655 (0.13048838824033737) | > loss_disc_real_1: 0.15580254793167114 (0.16479365527629852) | > loss_disc_real_2: 0.1987631767988205 (0.2189517319202423) | > loss_disc_real_3: 0.2187725007534027 (0.2146182507276535) | > loss_disc_real_4: 0.17610087990760803 (0.19352932274341583) | > loss_disc_real_5: 0.20793625712394714 (0.22618089616298676) | > loss_0: 2.0634925365448 (2.145916700363159) | > loss_gen: 2.9064712524414062 (2.8158063888549805) | > loss_kl: 1.8548698425292969 (1.9458723068237305) | > loss_feat: 9.127001762390137 (8.906476974487305) | > loss_mel: 15.579097747802734 (15.25352954864502) | > loss_duration: 1.8656127452850342 (1.8406378626823425) | > loss_1: 31.333053588867188 (30.762322425842285)  --> STEP: 3 | > loss_disc: 2.1499078273773193 (2.147247076034546) | > loss_disc_real_0: 0.1265910565853119 (0.1291892776886622) | > loss_disc_real_1: 0.16846886277198792 (0.16601872444152832) | > loss_disc_real_2: 0.19729653000831604 (0.21173333128293356) | > loss_disc_real_3: 0.22333352267742157 (0.2175233413775762) | > loss_disc_real_4: 0.22229644656181335 (0.203118364016215) | > loss_disc_real_5: 0.20395706593990326 (0.21877295275529227) | > loss_0: 2.1499078273773193 (2.147247076034546) | > loss_gen: 2.7119698524475098 (2.7811942100524902) | > loss_kl: 1.9959372282028198 (1.9625606139500935) | > loss_feat: 8.721834182739258 (8.844929377237955) | > loss_mel: 13.43443489074707 (14.647164662679037) | > loss_duration: 1.8262349367141724 (1.8358368873596191) | > loss_1: 28.690410614013672 (30.071685155232746)  --> STEP: 4 | > loss_disc: 2.423844337463379 (2.216396391391754) | > loss_disc_real_0: 0.16825012862682343 (0.13895449042320251) | > loss_disc_real_1: 0.18815243244171143 (0.1715521514415741) | > loss_disc_real_2: 0.2236422300338745 (0.2147105559706688) | > loss_disc_real_3: 0.24852757155895233 (0.22527439892292023) | > loss_disc_real_4: 0.19862647354602814 (0.2019953913986683) | > loss_disc_real_5: 0.24841608107089996 (0.22618373483419418) | > loss_0: 2.423844337463379 (2.216396391391754) | > loss_gen: 2.419398784637451 (2.6907453536987305) | > loss_kl: 1.910591959953308 (1.9495684504508972) | > loss_feat: 6.4768548011779785 (8.252910733222961) | > loss_mel: 11.284153938293457 (13.806411981582642) | > loss_duration: 1.7764939069747925 (1.8210011422634125) | > loss_1: 23.86749267578125 (28.520637035369873) --> EVAL PERFORMANCE | > avg_loader_time: 0.27878719568252563 (-0.0003325939178466797) | > avg_loss_disc: 2.216396391391754 (-0.09093314409255981) | > avg_loss_disc_real_0: 0.13895449042320251 (-0.017114020884037018) | > avg_loss_disc_real_1: 0.1715521514415741 (-0.011309582740068436) | > avg_loss_disc_real_2: 0.2147105559706688 (+0.010843142867088318) | > avg_loss_disc_real_3: 0.22527439892292023 (-0.009939674288034439) | > avg_loss_disc_real_4: 0.2019953913986683 (-0.011841151863336563) | > avg_loss_disc_real_5: 0.22618373483419418 (+0.011423937976360321) | > avg_loss_0: 2.216396391391754 (-0.09093314409255981) | > avg_loss_gen: 2.6907453536987305 (+0.09895092248916626) | > avg_loss_kl: 1.9495684504508972 (-0.08453673124313354) | > avg_loss_feat: 8.252910733222961 (+0.24753594398498535) | > avg_loss_mel: 13.806411981582642 (+0.31267595291137695) | > avg_loss_duration: 1.8210011422634125 (-6.0439109802246094e-05) | > avg_loss_1: 28.520637035369873 (+0.5745654106140137)  > EPOCH: 366/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 06:04:01)   --> TIME: 2025-05-11 06:04:35 -- STEP: 37/725 -- GLOBAL_STEP: 311250 | > loss_disc: 2.1833178997039795 (2.2141068110594877) | > loss_disc_real_0: 0.13928095996379852 (0.13269395300665418) | > loss_disc_real_1: 0.1646517664194107 (0.18946055061108358) | > loss_disc_real_2: 0.17110101878643036 (0.19015749805682414) | > loss_disc_real_3: 0.16197234392166138 (0.2049733746696163) | > loss_disc_real_4: 0.17520670592784882 (0.19607194372125575) | > loss_disc_real_5: 0.17199456691741943 (0.2103434700418163) | > loss_0: 2.1833178997039795 (2.2141068110594877) | > grad_norm_0: tensor(23.4289, device='cuda:0') (tensor(20.9570, device='cuda:0')) | > loss_gen: 2.9813101291656494 (2.747721633395633) | > loss_kl: 1.6153711080551147 (1.7173298532898362) | > loss_feat: 9.140095710754395 (8.277539794509476) | > loss_mel: 13.834925651550293 (13.084993001577017) | > loss_duration: 1.673017144203186 (1.6694824470056069) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.244720458984375 (27.497067064852327) | > grad_norm_1: tensor(129.8106, device='cuda:0') (tensor(421.4217, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8345 (0.8506861892906395) | > loader_time: 0.0128 (0.010232313259227853)  --> TIME: 2025-05-11 06:05:19 -- STEP: 87/725 -- GLOBAL_STEP: 311300 | > loss_disc: 2.1761021614074707 (2.205343712335346) | > loss_disc_real_0: 0.1442740559577942 (0.13371180100687613) | > loss_disc_real_1: 0.16510148346424103 (0.189605582548284) | > loss_disc_real_2: 0.20163747668266296 (0.19039414805927496) | > loss_disc_real_3: 0.214869886636734 (0.20542949181178521) | > loss_disc_real_4: 0.19018873572349548 (0.19666031174276066) | > loss_disc_real_5: 0.17252177000045776 (0.2083169062589777) | > loss_0: 2.1761021614074707 (2.205343712335346) | > grad_norm_0: tensor(16.1964, device='cuda:0') (tensor(20.3078, device='cuda:0')) | > loss_gen: 2.863621234893799 (2.757308096721256) | > loss_kl: 1.5156781673431396 (1.7060029397065612) | > loss_feat: 9.052511215209961 (8.334856115538502) | > loss_mel: 14.138167381286621 (13.081071141122402) | > loss_duration: 1.6387840509414673 (1.6692644056232495) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.20876121520996 (27.548502823402142) | > grad_norm_1: tensor(562.3403, device='cuda:0') (tensor(403.2559, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8163 (0.8486200529953529) | > loader_time: 0.0096 (0.010165938015641838)  --> TIME: 2025-05-11 06:06:02 -- STEP: 137/725 -- GLOBAL_STEP: 311350 | > loss_disc: 2.103022336959839 (2.20070666292288) | > loss_disc_real_0: 0.10615622252225876 (0.13492637774805083) | > loss_disc_real_1: 0.1578289270401001 (0.18919679076567184) | > loss_disc_real_2: 0.17142046988010406 (0.18839255018825948) | > loss_disc_real_3: 0.2264321893453598 (0.2061200890227826) | > loss_disc_real_4: 0.21297001838684082 (0.19615887551412095) | > loss_disc_real_5: 0.21569450199604034 (0.20732766944561562) | > loss_0: 2.103022336959839 (2.20070666292288) | > grad_norm_0: tensor(20.8997, device='cuda:0') (tensor(20.9662, device='cuda:0')) | > loss_gen: 2.7384400367736816 (2.7645393740521738) | > loss_kl: 1.614623785018921 (1.7041359374122897) | > loss_feat: 9.097002029418945 (8.344753279303113) | > loss_mel: 13.97340202331543 (13.070254200566422) | > loss_duration: 1.648032784461975 (1.669586051119505) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.071500778198242 (27.55326883636252) | > grad_norm_1: tensor(555.1573, device='cuda:0') (tensor(402.3247, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8211 (0.8489646128494374) | > loader_time: 0.0099 (0.010118451431719926)  --> TIME: 2025-05-11 06:06:45 -- STEP: 187/725 -- GLOBAL_STEP: 311400 | > loss_disc: 2.2845864295959473 (2.203762518530862) | > loss_disc_real_0: 0.11127766966819763 (0.13513695428715672) | > loss_disc_real_1: 0.2123110145330429 (0.18979652560649704) | > loss_disc_real_2: 0.18872687220573425 (0.1885129182255842) | > loss_disc_real_3: 0.18695040047168732 (0.20586672592609323) | > loss_disc_real_4: 0.19843775033950806 (0.19626356940218478) | > loss_disc_real_5: 0.2196165770292282 (0.20772355747095403) | > loss_0: 2.2845864295959473 (2.203762518530862) | > grad_norm_0: tensor(22.5111, device='cuda:0') (tensor(21.1115, device='cuda:0')) | > loss_gen: 2.6063897609710693 (2.760655941172717) | > loss_kl: 1.8440076112747192 (1.7086563142225704) | > loss_feat: 8.161420822143555 (8.320549985304238) | > loss_mel: 12.648651123046875 (13.04678134612221) | > loss_duration: 1.6878197193145752 (1.6710144364260098) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.94828987121582 (27.507657974161567) | > grad_norm_1: tensor(613.8769, device='cuda:0') (tensor(412.9653, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8496 (0.8479381385334035) | > loader_time: 0.0101 (0.010090530874894905)  --> TIME: 2025-05-11 06:07:28 -- STEP: 237/725 -- GLOBAL_STEP: 311450 | > loss_disc: 2.2957990169525146 (2.2071595554110384) | > loss_disc_real_0: 0.17923997342586517 (0.13664449776526744) | > loss_disc_real_1: 0.18838244676589966 (0.190140758951505) | > loss_disc_real_2: 0.20090559124946594 (0.18865953945409397) | > loss_disc_real_3: 0.2133752852678299 (0.20577697267260733) | > loss_disc_real_4: 0.19825440645217896 (0.19631096305726456) | > loss_disc_real_5: 0.26071012020111084 (0.2078093217395026) | > loss_0: 2.2957990169525146 (2.2071595554110384) | > grad_norm_0: tensor(19.7079, device='cuda:0') (tensor(20.9645, device='cuda:0')) | > loss_gen: 2.722316265106201 (2.7575978568837614) | > loss_kl: 1.894848346710205 (1.7126259979819447) | > loss_feat: 7.690929412841797 (8.284857502466515) | > loss_mel: 13.019990921020508 (13.014183961892428) | > loss_duration: 1.633806586265564 (1.671006344038726) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.961891174316406 (27.440271586808475) | > grad_norm_1: tensor(298.5641, device='cuda:0') (tensor(402.8388, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8197 (0.8485364290229379) | > loader_time: 0.0093 (0.010067480022897202)  --> TIME: 2025-05-11 06:08:11 -- STEP: 287/725 -- GLOBAL_STEP: 311500 | > loss_disc: 2.3661272525787354 (2.2098967530586178) | > loss_disc_real_0: 0.12087049335241318 (0.13736226905513726) | > loss_disc_real_1: 0.22419065237045288 (0.19055292726809137) | > loss_disc_real_2: 0.22942546010017395 (0.1886791242643516) | > loss_disc_real_3: 0.19923914968967438 (0.20588725929891605) | > loss_disc_real_4: 0.21143251657485962 (0.19613075541909983) | > loss_disc_real_5: 0.22469574213027954 (0.20773449140350997) | > loss_0: 2.3661272525787354 (2.2098967530586178) | > grad_norm_0: tensor(11.6751, device='cuda:0') (tensor(20.7323, device='cuda:0')) | > loss_gen: 2.5020532608032227 (2.7495446836491495) | > loss_kl: 1.5732938051223755 (1.7097277794980836) | > loss_feat: 7.234920024871826 (8.243328235705969) | > loss_mel: 12.132421493530273 (12.988221769964236) | > loss_duration: 1.6727347373962402 (1.6705953734261647) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.11542320251465 (27.36141773051086) | > grad_norm_1: tensor(265.3049, device='cuda:0') (tensor(393.3396, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.806 (0.8472961415812528) | > loader_time: 0.0116 (0.010020400588936095)  --> TIME: 2025-05-11 06:08:54 -- STEP: 337/725 -- GLOBAL_STEP: 311550 | > loss_disc: 2.226437568664551 (2.211321905034236) | > loss_disc_real_0: 0.11536210775375366 (0.13737897572690727) | > loss_disc_real_1: 0.19772028923034668 (0.19060455368782014) | > loss_disc_real_2: 0.18539433181285858 (0.18882773560126376) | > loss_disc_real_3: 0.2493666261434555 (0.20588366740358335) | > loss_disc_real_4: 0.19652710855007172 (0.19631206529430528) | > loss_disc_real_5: 0.23624178767204285 (0.20860623645676354) | > loss_0: 2.226437568664551 (2.211321905034236) | > grad_norm_0: tensor(30.3976, device='cuda:0') (tensor(20.1969, device='cuda:0')) | > loss_gen: 2.7103981971740723 (2.747650020554086) | > loss_kl: 1.6711255311965942 (1.7125723110815891) | > loss_feat: 8.745869636535645 (8.229427716852292) | > loss_mel: 13.497447967529297 (12.954840645945742) | > loss_duration: 1.6530451774597168 (1.669525859263955) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.27788734436035 (27.314016444039286) | > grad_norm_1: tensor(610.3293, device='cuda:0') (tensor(385.0658, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8799 (0.8485207960938134) | > loader_time: 0.011 (0.01003340443800748)  --> TIME: 2025-05-11 06:09:38 -- STEP: 387/725 -- GLOBAL_STEP: 311600 | > loss_disc: 2.1744823455810547 (2.210929035524378) | > loss_disc_real_0: 0.16216634213924408 (0.13799733554978083) | > loss_disc_real_1: 0.19004365801811218 (0.19053284873950085) | > loss_disc_real_2: 0.17612811923027039 (0.1889182609104062) | > loss_disc_real_3: 0.2503885328769684 (0.20564568162118432) | > loss_disc_real_4: 0.19738690555095673 (0.19611198403114488) | > loss_disc_real_5: 0.2576640844345093 (0.20841614201241382) | > loss_0: 2.1744823455810547 (2.210929035524378) | > grad_norm_0: tensor(42.3327, device='cuda:0') (tensor(20.8380, device='cuda:0')) | > loss_gen: 2.852123975753784 (2.74998949972542) | > loss_kl: 1.7487138509750366 (1.7193393152813579) | > loss_feat: 8.653581619262695 (8.223881841013903) | > loss_mel: 13.985649108886719 (12.95553069151649) | > loss_duration: 1.746872901916504 (1.6700020957670778) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.9869384765625 (27.31874330900129) | > grad_norm_1: tensor(604.4064, device='cuda:0') (tensor(387.3986, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8543 (0.848970079914852) | > loader_time: 0.0103 (0.01006070156738124)  --> TIME: 2025-05-11 06:10:21 -- STEP: 437/725 -- GLOBAL_STEP: 311650 | > loss_disc: 2.1414713859558105 (2.2107993064264995) | > loss_disc_real_0: 0.13763131201267242 (0.1375906114685998) | > loss_disc_real_1: 0.15508364140987396 (0.19057679810567638) | > loss_disc_real_2: 0.18872514367103577 (0.18887767267309002) | > loss_disc_real_3: 0.23821993172168732 (0.20573251488143302) | > loss_disc_real_4: 0.21397779881954193 (0.19585211711426342) | > loss_disc_real_5: 0.22480511665344238 (0.20877829142920762) | > loss_0: 2.1414713859558105 (2.2107993064264995) | > grad_norm_0: tensor(24.1519, device='cuda:0') (tensor(20.3445, device='cuda:0')) | > loss_gen: 2.9093401432037354 (2.748476410348573) | > loss_kl: 1.6708306074142456 (1.7133265785549) | > loss_feat: 8.996938705444336 (8.213181587323989) | > loss_mel: 13.864047050476074 (12.951521862562513) | > loss_duration: 1.6297061443328857 (1.6699336120684032) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.07086181640625 (27.296439941196756) | > grad_norm_1: tensor(480.8026, device='cuda:0') (tensor(379.3179, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.888 (0.8486152955541895) | > loader_time: 0.0105 (0.01005445574186487)  --> TIME: 2025-05-11 06:11:04 -- STEP: 487/725 -- GLOBAL_STEP: 311700 | > loss_disc: 2.2599921226501465 (2.2089749491435104) | > loss_disc_real_0: 0.10847838968038559 (0.137109284757711) | > loss_disc_real_1: 0.1680072546005249 (0.1905642232916928) | > loss_disc_real_2: 0.18423859775066376 (0.18882142267432786) | > loss_disc_real_3: 0.22929060459136963 (0.20560021432273443) | > loss_disc_real_4: 0.2036399394273758 (0.1956348514960776) | > loss_disc_real_5: 0.19943322241306305 (0.20873246946251617) | > loss_0: 2.2599921226501465 (2.2089749491435104) | > grad_norm_0: tensor(12.8587, device='cuda:0') (tensor(20.7859, device='cuda:0')) | > loss_gen: 2.6921300888061523 (2.753898682780334) | > loss_kl: 1.7264668941497803 (1.7138539611436503) | > loss_feat: 7.3840179443359375 (8.238334868233297) | > loss_mel: 12.73302936553955 (12.9839910922354) | > loss_duration: 1.6494523286819458 (1.6701584716597133) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.185096740722656 (27.360236984503594) | > grad_norm_1: tensor(395.4621, device='cuda:0') (tensor(386.3906, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8181 (0.8489025060156288) | > loader_time: 0.0117 (0.01010113134521234)  --> TIME: 2025-05-11 06:11:47 -- STEP: 537/725 -- GLOBAL_STEP: 311750 | > loss_disc: 2.0786213874816895 (2.2066769808586346) | > loss_disc_real_0: 0.08334093540906906 (0.13752256521133066) | > loss_disc_real_1: 0.18555393815040588 (0.1904262545444002) | > loss_disc_real_2: 0.16505274176597595 (0.18862686360348532) | > loss_disc_real_3: 0.2271733283996582 (0.20529407332174382) | > loss_disc_real_4: 0.22160160541534424 (0.19544320005500335) | > loss_disc_real_5: 0.20722442865371704 (0.20840200767947756) | > loss_0: 2.0786213874816895 (2.2066769808586346) | > grad_norm_0: tensor(16.1656, device='cuda:0') (tensor(21.2235, device='cuda:0')) | > loss_gen: 2.9254872798919678 (2.7587950780183017) | > loss_kl: 1.6769105195999146 (1.715035047833036) | > loss_feat: 9.965575218200684 (8.248500640165862) | > loss_mel: 14.093035697937012 (12.994507006426762) | > loss_duration: 1.6865339279174805 (1.6706100744464099) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.34754180908203 (27.387447751434163) | > grad_norm_1: tensor(567.8146, device='cuda:0') (tensor(390.1189, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.85 (0.8486563932962258) | > loader_time: 0.0091 (0.01013283179014977)  --> TIME: 2025-05-11 06:12:30 -- STEP: 587/725 -- GLOBAL_STEP: 311800 | > loss_disc: 2.1174826622009277 (2.206168866848016) | > loss_disc_real_0: 0.12036515027284622 (0.13738881470397551) | > loss_disc_real_1: 0.20907719433307648 (0.190382905444051) | > loss_disc_real_2: 0.1749105602502823 (0.18856675940640336) | > loss_disc_real_3: 0.22503095865249634 (0.20525989266432937) | > loss_disc_real_4: 0.19957152009010315 (0.19528088491454437) | > loss_disc_real_5: 0.20022770762443542 (0.20868140474291838) | > loss_0: 2.1174826622009277 (2.206168866848016) | > grad_norm_0: tensor(25.6968, device='cuda:0') (tensor(21.0326, device='cuda:0')) | > loss_gen: 2.8605921268463135 (2.7583563997960776) | > loss_kl: 1.5959346294403076 (1.7145091577526657) | > loss_feat: 8.790075302124023 (8.248423976833195) | > loss_mel: 13.005267143249512 (12.99433176602781) | > loss_duration: 1.665547490119934 (1.6703188602116081) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.917417526245117 (27.385940064360376) | > grad_norm_1: tensor(623.3958, device='cuda:0') (tensor(388.9509, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8584 (0.8486261924243258) | > loader_time: 0.0121 (0.010177426281332762)  --> TIME: 2025-05-11 06:13:13 -- STEP: 637/725 -- GLOBAL_STEP: 311850 | > loss_disc: 2.1622729301452637 (2.2067306726656355) | > loss_disc_real_0: 0.180363267660141 (0.1372793458717959) | > loss_disc_real_1: 0.22083494067192078 (0.190515289267341) | > loss_disc_real_2: 0.20410415530204773 (0.18869524876027127) | > loss_disc_real_3: 0.23519350588321686 (0.20535263056564182) | > loss_disc_real_4: 0.18331557512283325 (0.19531553237460658) | > loss_disc_real_5: 0.2021079957485199 (0.20860314240541714) | > loss_0: 2.1622729301452637 (2.2067306726656355) | > grad_norm_0: tensor(19.3734, device='cuda:0') (tensor(20.9328, device='cuda:0')) | > loss_gen: 2.9339747428894043 (2.757947651520254) | > loss_kl: 1.6114182472229004 (1.715029582498212) | > loss_feat: 7.9289870262146 (8.242478555562531) | > loss_mel: 13.1581449508667 (12.996335980282103) | > loss_duration: 1.6485037803649902 (1.6704869859821196) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.281030654907227 (27.382278666952903) | > grad_norm_1: tensor(400.6678, device='cuda:0') (tensor(391.9278, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.846 (0.8485306798943916) | > loader_time: 0.0098 (0.010219454203894597)  --> TIME: 2025-05-11 06:13:57 -- STEP: 687/725 -- GLOBAL_STEP: 311900 | > loss_disc: 2.1674680709838867 (2.206238440204052) | > loss_disc_real_0: 0.13626570999622345 (0.13713413143999542) | > loss_disc_real_1: 0.20978796482086182 (0.19053128047194204) | > loss_disc_real_2: 0.18976731598377228 (0.18868697726396833) | > loss_disc_real_3: 0.17805863916873932 (0.20533235249647755) | > loss_disc_real_4: 0.17258377373218536 (0.19527266563893753) | > loss_disc_real_5: 0.21817713975906372 (0.2086895075470773) | > loss_0: 2.1674680709838867 (2.206238440204052) | > grad_norm_0: tensor(16.7570, device='cuda:0') (tensor(20.7671, device='cuda:0')) | > loss_gen: 2.8280699253082275 (2.7595802807564973) | > loss_kl: 1.736549973487854 (1.7149758465598939) | > loss_feat: 9.260196685791016 (8.251717204436789) | > loss_mel: 13.16821002960205 (13.01273369129742) | > loss_duration: 1.6748707294464111 (1.6704533487081183) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.667898178100586 (27.409460273198512) | > grad_norm_1: tensor(316.4699, device='cuda:0') (tensor(390.9337, device='cuda:0')) | > current_lr_0: 0.00019105560415983087 | > current_lr_1: 0.00019105560415983087 | > step_time: 0.8649 (0.848690214462502) | > loader_time: 0.0119 (0.01021535011358136)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.255347728729248 (2.255347728729248) | > loss_disc_real_0: 0.12703831493854523 (0.12703831493854523) | > loss_disc_real_1: 0.1947425752878189 (0.1947425752878189) | > loss_disc_real_2: 0.21354399621486664 (0.21354399621486664) | > loss_disc_real_3: 0.19495581090450287 (0.19495581090450287) | > loss_disc_real_4: 0.25668540596961975 (0.25668540596961975) | > loss_disc_real_5: 0.21665538847446442 (0.21665538847446442) | > loss_0: 2.255347728729248 (2.255347728729248) | > loss_gen: 2.7560014724731445 (2.7560014724731445) | > loss_kl: 2.0027577877044678 (2.0027577877044678) | > loss_feat: 8.76766586303711 (8.76766586303711) | > loss_mel: 14.382855415344238 (14.382855415344238) | > loss_duration: 1.710664987564087 (1.710664987564087) | > loss_1: 29.619943618774414 (29.619943618774414)  --> STEP: 1 | > loss_disc: 2.2169227600097656 (2.2169227600097656) | > loss_disc_real_0: 0.1386961042881012 (0.1386961042881012) | > loss_disc_real_1: 0.21323062479496002 (0.21323062479496002) | > loss_disc_real_2: 0.20233199000358582 (0.20233199000358582) | > loss_disc_real_3: 0.18977321684360504 (0.18977321684360504) | > loss_disc_real_4: 0.24777233600616455 (0.24777233600616455) | > loss_disc_real_5: 0.23126272857189178 (0.23126272857189178) | > loss_0: 2.2169227600097656 (2.2169227600097656) | > loss_gen: 2.818488121032715 (2.818488121032715) | > loss_kl: 2.0518994331359863 (2.0518994331359863) | > loss_feat: 8.391913414001465 (8.391913414001465) | > loss_mel: 14.235930442810059 (14.235930442810059) | > loss_duration: 1.8071956634521484 (1.8071956634521484) | > loss_1: 29.305429458618164 (29.305429458618164)  --> STEP: 2 | > loss_disc: 2.2262189388275146 (2.22157084941864) | > loss_disc_real_0: 0.148991659283638 (0.1438438817858696) | > loss_disc_real_1: 0.20061083137989044 (0.20692072808742523) | > loss_disc_real_2: 0.19149121642112732 (0.19691160321235657) | > loss_disc_real_3: 0.1879352480173111 (0.18885423243045807) | > loss_disc_real_4: 0.22830402851104736 (0.23803818225860596) | > loss_disc_real_5: 0.24870015680789948 (0.23998144268989563) | > loss_0: 2.2262189388275146 (2.22157084941864) | > loss_gen: 2.763333320617676 (2.7909107208251953) | > loss_kl: 2.0491161346435547 (2.0505077838897705) | > loss_feat: 8.346145629882812 (8.369029521942139) | > loss_mel: 14.193392753601074 (14.214661598205566) | > loss_duration: 1.8427448272705078 (1.8249702453613281) | > loss_1: 29.194730758666992 (29.250080108642578)  --> STEP: 3 | > loss_disc: 2.2417185306549072 (2.2282867431640625) | > loss_disc_real_0: 0.14500059187412262 (0.14422945181528726) | > loss_disc_real_1: 0.20065036416053772 (0.20483060677846274) | > loss_disc_real_2: 0.20125000178813934 (0.19835773607095084) | > loss_disc_real_3: 0.18304507434368134 (0.1869178464015325) | > loss_disc_real_4: 0.2654958963394165 (0.24719075361887613) | > loss_disc_real_5: 0.21898576617240906 (0.23298288385073343) | > loss_0: 2.2417185306549072 (2.2282867431640625) | > loss_gen: 2.761768341064453 (2.7811965942382812) | > loss_kl: 1.9781384468078613 (2.0263846715291343) | > loss_feat: 8.876001358032227 (8.538020133972168) | > loss_mel: 15.096861839294434 (14.50872834523519) | > loss_duration: 1.8234059810638428 (1.824448823928833) | > loss_1: 30.536174774169922 (29.678778330485027)  --> STEP: 4 | > loss_disc: 2.3998470306396484 (2.271176815032959) | > loss_disc_real_0: 0.19131885468959808 (0.15600180253386497) | > loss_disc_real_1: 0.23202578723430634 (0.21162940189242363) | > loss_disc_real_2: 0.20746399462223053 (0.20063430070877075) | > loss_disc_real_3: 0.1729007363319397 (0.1834135688841343) | > loss_disc_real_4: 0.2535073459148407 (0.24876990169286728) | > loss_disc_real_5: 0.24545927345752716 (0.23610198125243187) | > loss_0: 2.3998470306396484 (2.271176815032959) | > loss_gen: 2.571373462677002 (2.7287408113479614) | > loss_kl: 2.128075122833252 (2.0518072843551636) | > loss_feat: 6.772562503814697 (8.0966557264328) | > loss_mel: 11.884047508239746 (13.852558135986328) | > loss_duration: 1.7764480113983154 (1.8124486207962036) | > loss_1: 25.132505416870117 (28.5422101020813) --> EVAL PERFORMANCE | > avg_loader_time: 0.2777634263038635 (-0.0010237693786621094) | > avg_loss_disc: 2.271176815032959 (+0.054780423641204834) | > avg_loss_disc_real_0: 0.15600180253386497 (+0.01704731211066246) | > avg_loss_disc_real_1: 0.21162940189242363 (+0.04007725045084953) | > avg_loss_disc_real_2: 0.20063430070877075 (-0.01407625526189804) | > avg_loss_disc_real_3: 0.1834135688841343 (-0.041860830038785934) | > avg_loss_disc_real_4: 0.24876990169286728 (+0.04677451029419899) | > avg_loss_disc_real_5: 0.23610198125243187 (+0.009918246418237686) | > avg_loss_0: 2.271176815032959 (+0.054780423641204834) | > avg_loss_gen: 2.7287408113479614 (+0.03799545764923096) | > avg_loss_kl: 2.0518072843551636 (+0.10223883390426636) | > avg_loss_feat: 8.0966557264328 (-0.15625500679016113) | > avg_loss_mel: 13.852558135986328 (+0.04614615440368652) | > avg_loss_duration: 1.8124486207962036 (-0.008552521467208862) | > avg_loss_1: 28.5422101020813 (+0.02157306671142578)  > EPOCH: 367/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 06:14:36)   --> TIME: 2025-05-11 06:14:48 -- STEP: 12/725 -- GLOBAL_STEP: 311950 | > loss_disc: 2.364481210708618 (2.2662787437438965) | > loss_disc_real_0: 0.18193989992141724 (0.14182356434563795) | > loss_disc_real_1: 0.186191126704216 (0.19255788375933966) | > loss_disc_real_2: 0.19179236888885498 (0.19138540575901666) | > loss_disc_real_3: 0.21015776693820953 (0.20424801607926688) | > loss_disc_real_4: 0.18032777309417725 (0.1991803472240766) | > loss_disc_real_5: 0.20924541354179382 (0.21610925470789275) | > loss_0: 2.364481210708618 (2.2662787437438965) | > grad_norm_0: tensor(39.5646, device='cuda:0') (tensor(19.8815, device='cuda:0')) | > loss_gen: 2.504612922668457 (2.658576488494873) | > loss_kl: 1.6900513172149658 (1.6625788112481434) | > loss_feat: 6.886973857879639 (7.951151331265767) | > loss_mel: 10.86780834197998 (12.650293827056885) | > loss_duration: 1.704068899154663 (1.6719387670358021) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.65351676940918 (26.594539006551106) | > grad_norm_1: tensor(365.9280, device='cuda:0') (tensor(323.6255, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8518 (0.8355503877003988) | > loader_time: 0.0092 (0.010306795438130697)  --> TIME: 2025-05-11 06:15:31 -- STEP: 62/725 -- GLOBAL_STEP: 312000 | > loss_disc: 2.2469863891601562 (2.2221903416418267) | > loss_disc_real_0: 0.14842499792575836 (0.13844692490754595) | > loss_disc_real_1: 0.1897936910390854 (0.19351765801829676) | > loss_disc_real_2: 0.21049870550632477 (0.18989155850102823) | > loss_disc_real_3: 0.20689350366592407 (0.20651096970804275) | > loss_disc_real_4: 0.20963846147060394 (0.19539512814052643) | > loss_disc_real_5: 0.23508870601654053 (0.2100678569366855) | > loss_0: 2.2469863891601562 (2.2221903416418267) | > grad_norm_0: tensor(23.3899, device='cuda:0') (tensor(19.4843, device='cuda:0')) | > loss_gen: 2.713289260864258 (2.7190372943878174) | > loss_kl: 1.7907847166061401 (1.7293041060047765) | > loss_feat: 8.061287879943848 (8.132882610444096) | > loss_mel: 12.329373359680176 (12.855275246404833) | > loss_duration: 1.7151546478271484 (1.6695235967636108) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.60988998413086 (27.106022773250455) | > grad_norm_1: tensor(449.1913, device='cuda:0') (tensor(365.1177, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8358 (0.8519105757436445) | > loader_time: 0.0123 (0.010326254752374465) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_312000.pth  --> TIME: 2025-05-11 06:16:17 -- STEP: 112/725 -- GLOBAL_STEP: 312050 | > loss_disc: 2.2605276107788086 (2.2132203664098475) | > loss_disc_real_0: 0.1834646761417389 (0.13618888193741446) | > loss_disc_real_1: 0.19849006831645966 (0.1916486549058131) | > loss_disc_real_2: 0.18149888515472412 (0.18983905616083316) | > loss_disc_real_3: 0.22271403670310974 (0.20677974314561914) | > loss_disc_real_4: 0.2016490250825882 (0.19516220555773803) | > loss_disc_real_5: 0.2063329815864563 (0.20912362448871136) | > loss_0: 2.2605276107788086 (2.2132203664098475) | > grad_norm_0: tensor(27.3429, device='cuda:0') (tensor(19.9650, device='cuda:0')) | > loss_gen: 2.6904349327087402 (2.739373126200267) | > loss_kl: 1.6112306118011475 (1.7495379714029176) | > loss_feat: 7.657394886016846 (8.242485433816908) | > loss_mel: 12.389654159545898 (12.931130536964961) | > loss_duration: 1.6531593799591064 (1.6722714134625025) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.001874923706055 (27.33479837008885) | > grad_norm_1: tensor(490.3962, device='cuda:0') (tensor(374.0704, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8295 (0.8523518123797008) | > loader_time: 0.0094 (0.010349371603557039)  --> TIME: 2025-05-11 06:17:00 -- STEP: 162/725 -- GLOBAL_STEP: 312100 | > loss_disc: 2.186891555786133 (2.2104655533661086) | > loss_disc_real_0: 0.1728108525276184 (0.13613996926097227) | > loss_disc_real_1: 0.2034366875886917 (0.19186438288953572) | > loss_disc_real_2: 0.19017113745212555 (0.18951872487862903) | > loss_disc_real_3: 0.17725703120231628 (0.2061155676657771) | > loss_disc_real_4: 0.1644183248281479 (0.19493335890181276) | > loss_disc_real_5: 0.1883731484413147 (0.20745863139997295) | > loss_0: 2.186891555786133 (2.2104655533661086) | > grad_norm_0: tensor(29.1571, device='cuda:0') (tensor(19.9632, device='cuda:0')) | > loss_gen: 2.9270150661468506 (2.746024892653948) | > loss_kl: 1.7967782020568848 (1.7350056576140134) | > loss_feat: 8.200037956237793 (8.242541910689553) | > loss_mel: 13.153346061706543 (12.903468938521398) | > loss_duration: 1.6252177953720093 (1.6722588980639423) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.702394485473633 (27.299300252655406) | > grad_norm_1: tensor(510.3324, device='cuda:0') (tensor(376.7088, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8309 (0.8522189237453321) | > loader_time: 0.0094 (0.010124212429847249)  --> TIME: 2025-05-11 06:17:44 -- STEP: 212/725 -- GLOBAL_STEP: 312150 | > loss_disc: 2.2316417694091797 (2.214060828370868) | > loss_disc_real_0: 0.14583231508731842 (0.13704973743912185) | > loss_disc_real_1: 0.19891107082366943 (0.19212626447936273) | > loss_disc_real_2: 0.19535595178604126 (0.18996766392352443) | > loss_disc_real_3: 0.2099646031856537 (0.2067359928393139) | > loss_disc_real_4: 0.19703246653079987 (0.1955380795418092) | > loss_disc_real_5: 0.22394002974033356 (0.2082148518343017) | > loss_0: 2.2316417694091797 (2.214060828370868) | > grad_norm_0: tensor(13.4435, device='cuda:0') (tensor(20.4905, device='cuda:0')) | > loss_gen: 2.609205722808838 (2.7553136326232046) | > loss_kl: 1.6019923686981201 (1.742475376376566) | > loss_feat: 7.968426704406738 (8.264527577274254) | > loss_mel: 12.402499198913574 (12.953404102685317) | > loss_duration: 1.6934142112731934 (1.6723840978910338) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.27553939819336 (27.388104744677275) | > grad_norm_1: tensor(327.5192, device='cuda:0') (tensor(377.1440, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8448 (0.8525450252137096) | > loader_time: 0.0099 (0.009990138827629813)  --> TIME: 2025-05-11 06:18:27 -- STEP: 262/725 -- GLOBAL_STEP: 312200 | > loss_disc: 2.3078558444976807 (2.2131848526364974) | > loss_disc_real_0: 0.11491846293210983 (0.1368018679377687) | > loss_disc_real_1: 0.18341298401355743 (0.19172419681576372) | > loss_disc_real_2: 0.1924545168876648 (0.18975702593572263) | > loss_disc_real_3: 0.2030138522386551 (0.20631451665900136) | > loss_disc_real_4: 0.20827129483222961 (0.19526295779088076) | > loss_disc_real_5: 0.22051048278808594 (0.20838964923875022) | > loss_0: 2.3078558444976807 (2.2131848526364974) | > grad_norm_0: tensor(17.3754, device='cuda:0') (tensor(19.9660, device='cuda:0')) | > loss_gen: 2.7029712200164795 (2.7513621299321414) | > loss_kl: 1.8174179792404175 (1.7395139982682148) | > loss_feat: 7.923684120178223 (8.261526817583862) | > loss_mel: 13.594979286193848 (12.978245931727285) | > loss_duration: 1.670183539390564 (1.6737219086130157) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.70923614501953 (27.40437070104002) | > grad_norm_1: tensor(174.3407, device='cuda:0') (tensor(374.1515, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8832 (0.8513021769414423) | > loader_time: 0.0094 (0.009949099926548154)  --> TIME: 2025-05-11 06:19:10 -- STEP: 312/725 -- GLOBAL_STEP: 312250 | > loss_disc: 2.1656389236450195 (2.212410235252137) | > loss_disc_real_0: 0.07962284237146378 (0.13704587714985397) | > loss_disc_real_1: 0.19547384977340698 (0.1915382937265512) | > loss_disc_real_2: 0.1835639923810959 (0.18988546218054422) | > loss_disc_real_3: 0.23495353758335114 (0.20616607912457915) | > loss_disc_real_4: 0.22400397062301636 (0.19532856211448335) | > loss_disc_real_5: 0.22519582509994507 (0.208252312328953) | > loss_0: 2.1656389236450195 (2.212410235252137) | > grad_norm_0: tensor(22.5930, device='cuda:0') (tensor(20.8233, device='cuda:0')) | > loss_gen: 2.8394412994384766 (2.75577147419636) | > loss_kl: 1.71847665309906 (1.7436456798742972) | > loss_feat: 8.625598907470703 (8.251184385556446) | > loss_mel: 13.332477569580078 (12.966216631424736) | > loss_duration: 1.6609290838241577 (1.6730012056919241) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.176921844482422 (27.389819322488247) | > grad_norm_1: tensor(575.5893, device='cuda:0') (tensor(384.3141, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8344 (0.8504085158690428) | > loader_time: 0.0096 (0.009925823181103442)  --> TIME: 2025-05-11 06:19:53 -- STEP: 362/725 -- GLOBAL_STEP: 312300 | > loss_disc: 2.0636305809020996 (2.2095586976952335) | > loss_disc_real_0: 0.12830816209316254 (0.13701646287220612) | > loss_disc_real_1: 0.1899707317352295 (0.19111056173045332) | > loss_disc_real_2: 0.18715888261795044 (0.18936839074061063) | > loss_disc_real_3: 0.1945386379957199 (0.20582954132754508) | > loss_disc_real_4: 0.20296378433704376 (0.1954420140188044) | > loss_disc_real_5: 0.207017183303833 (0.20791967406621953) | > loss_0: 2.0636305809020996 (2.2095586976952335) | > grad_norm_0: tensor(18.2854, device='cuda:0') (tensor(20.9956, device='cuda:0')) | > loss_gen: 3.153167724609375 (2.760296863745589) | > loss_kl: 1.8399248123168945 (1.743958477157255) | > loss_feat: 9.839299201965332 (8.280592860437887) | > loss_mel: 14.295001983642578 (13.000707679031967) | > loss_duration: 1.615828037261963 (1.671974737011925) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.743221282958984 (27.457530595979637) | > grad_norm_1: tensor(68.6670, device='cuda:0') (tensor(386.7370, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.853 (0.8509773957795201) | > loader_time: 0.0096 (0.009909234652861707)  --> TIME: 2025-05-11 06:20:37 -- STEP: 412/725 -- GLOBAL_STEP: 312350 | > loss_disc: 2.1896183490753174 (2.2083681237350405) | > loss_disc_real_0: 0.15938851237297058 (0.13714241464305832) | > loss_disc_real_1: 0.1826445609331131 (0.19099679795428387) | > loss_disc_real_2: 0.1786821037530899 (0.1891888276248881) | > loss_disc_real_3: 0.23488226532936096 (0.20565448332469446) | > loss_disc_real_4: 0.20579500496387482 (0.19488402087132914) | > loss_disc_real_5: 0.2040814459323883 (0.2078027753430663) | > loss_0: 2.1896183490753174 (2.2083681237350405) | > grad_norm_0: tensor(14.7048, device='cuda:0') (tensor(20.5290, device='cuda:0')) | > loss_gen: 2.8078436851501465 (2.7576630057640448) | > loss_kl: 1.8495361804962158 (1.7418560796571003) | > loss_feat: 8.42823314666748 (8.27706401440704) | > loss_mel: 12.045032501220703 (13.008065351004744) | > loss_duration: 1.6744451522827148 (1.6722362501528654) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.805091857910156 (27.456884671183467) | > grad_norm_1: tensor(228.2300, device='cuda:0') (tensor(378.7927, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8753 (0.8509917236068874) | > loader_time: 0.0098 (0.009907456856329464)  --> TIME: 2025-05-11 06:21:19 -- STEP: 462/725 -- GLOBAL_STEP: 312400 | > loss_disc: 2.1649134159088135 (2.2066429430272185) | > loss_disc_real_0: 0.17787721753120422 (0.13709072644511844) | > loss_disc_real_1: 0.19687730073928833 (0.19089555804863637) | > loss_disc_real_2: 0.2155216485261917 (0.18872087423032496) | > loss_disc_real_3: 0.1961686611175537 (0.20560245325555024) | > loss_disc_real_4: 0.1697814166545868 (0.1946307602963407) | > loss_disc_real_5: 0.18382948637008667 (0.20831765176413894) | > loss_0: 2.1649134159088135 (2.2066429430272185) | > grad_norm_0: tensor(25.0050, device='cuda:0') (tensor(20.1183, device='cuda:0')) | > loss_gen: 2.838697671890259 (2.7603142230541673) | > loss_kl: 1.7005834579467773 (1.7427758208084927) | > loss_feat: 8.200944900512695 (8.303606349152403) | > loss_mel: 12.574957847595215 (13.047679519240479) | > loss_duration: 1.7019051313400269 (1.6717692789061243) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.017087936401367 (27.52614517129345) | > grad_norm_1: tensor(535.9113, device='cuda:0') (tensor(366.7177, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.7914 (0.850237658013513) | > loader_time: 0.0135 (0.009903863394931281)  --> TIME: 2025-05-11 06:22:02 -- STEP: 512/725 -- GLOBAL_STEP: 312450 | > loss_disc: 2.1243443489074707 (2.2052256991155472) | > loss_disc_real_0: 0.12385831773281097 (0.13654148687783152) | > loss_disc_real_1: 0.19413349032402039 (0.19091084561659954) | > loss_disc_real_2: 0.1890685111284256 (0.18863034236710519) | > loss_disc_real_3: 0.18780836462974548 (0.20544274267740553) | > loss_disc_real_4: 0.15859048068523407 (0.19484647197532473) | > loss_disc_real_5: 0.22028100490570068 (0.20805247710086405) | > loss_0: 2.1243443489074707 (2.2052256991155472) | > grad_norm_0: tensor(28.5950, device='cuda:0') (tensor(19.9601, device='cuda:0')) | > loss_gen: 2.738858699798584 (2.7600835510529578) | > loss_kl: 1.765393853187561 (1.7445507908705618) | > loss_feat: 8.68193531036377 (8.296982187777758) | > loss_mel: 13.053699493408203 (13.048830997198824) | > loss_duration: 1.6280122995376587 (1.6722819444257764) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.867900848388672 (27.522729460150003) | > grad_norm_1: tensor(550.9061, device='cuda:0') (tensor(367.5104, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8455 (0.849853003397584) | > loader_time: 0.0103 (0.00995761901140213)  --> TIME: 2025-05-11 06:22:45 -- STEP: 562/725 -- GLOBAL_STEP: 312500 | > loss_disc: 2.184363842010498 (2.2016928208680357) | > loss_disc_real_0: 0.10152461379766464 (0.13577610897264863) | > loss_disc_real_1: 0.19583770632743835 (0.19049888637142257) | > loss_disc_real_2: 0.18873976171016693 (0.1885170520306482) | > loss_disc_real_3: 0.18682417273521423 (0.20535238718222898) | > loss_disc_real_4: 0.18384318053722382 (0.19491597392274826) | > loss_disc_real_5: 0.20136243104934692 (0.20755207231036288) | > loss_0: 2.184363842010498 (2.2016928208680357) | > grad_norm_0: tensor(21.7953, device='cuda:0') (tensor(20.3898, device='cuda:0')) | > loss_gen: 2.743915557861328 (2.7670680178442044) | > loss_kl: 1.9228003025054932 (1.7429792125878383) | > loss_feat: 7.8830766677856445 (8.313604806241615) | > loss_mel: 12.184394836425781 (13.051865250190383) | > loss_duration: 1.6427013874053955 (1.671909040615652) | > amp_scaler: 256.0 (256.91103202846983) | > loss_1: 26.376890182495117 (27.547426315389067) | > grad_norm_1: tensor(404.1686, device='cuda:0') (tensor(372.5667, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.897 (0.8494172881082287) | > loader_time: 0.0097 (0.009973980778052715)  --> TIME: 2025-05-11 06:23:29 -- STEP: 612/725 -- GLOBAL_STEP: 312550 | > loss_disc: 2.2388455867767334 (2.2029248631857583) | > loss_disc_real_0: 0.16188949346542358 (0.1360815406649136) | > loss_disc_real_1: 0.1927630603313446 (0.19046654747007727) | > loss_disc_real_2: 0.1924446076154709 (0.18860035569839234) | > loss_disc_real_3: 0.16623011231422424 (0.2054059774267907) | > loss_disc_real_4: 0.1676129847764969 (0.19491139324564571) | > loss_disc_real_5: 0.22059758007526398 (0.2076245671491218) | > loss_0: 2.2388455867767334 (2.2029248631857583) | > grad_norm_0: tensor(34.9178, device='cuda:0') (tensor(20.3209, device='cuda:0')) | > loss_gen: 2.805751323699951 (2.7638531218167235) | > loss_kl: 1.8018628358840942 (1.741568121255612) | > loss_feat: 8.233535766601562 (8.292305236548378) | > loss_mel: 13.005013465881348 (13.025438184052511) | > loss_duration: 1.594397783279419 (1.671305485800202) | > amp_scaler: 256.0 (256.8366013071894) | > loss_1: 27.440563201904297 (27.49447013194265) | > grad_norm_1: tensor(172.7574, device='cuda:0') (tensor(372.4215, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8341 (0.849799943515678) | > loader_time: 0.0086 (0.009965210568671135)  --> TIME: 2025-05-11 06:24:12 -- STEP: 662/725 -- GLOBAL_STEP: 312600 | > loss_disc: 2.2817044258117676 (2.202733007082407) | > loss_disc_real_0: 0.16253702342510223 (0.1361039525792678) | > loss_disc_real_1: 0.19661518931388855 (0.19037315688374543) | > loss_disc_real_2: 0.20665785670280457 (0.18856717056378144) | > loss_disc_real_3: 0.1959107667207718 (0.20545835729992273) | > loss_disc_real_4: 0.22522088885307312 (0.1949989477178121) | > loss_disc_real_5: 0.20978936553001404 (0.2073579329513351) | > loss_0: 2.2817044258117676 (2.202733007082407) | > grad_norm_0: tensor(32.6563, device='cuda:0') (tensor(20.3640, device='cuda:0')) | > loss_gen: 2.747828722000122 (2.7638232999697925) | > loss_kl: 1.7337108850479126 (1.7386452804159176) | > loss_feat: 7.683713912963867 (8.281112662975152) | > loss_mel: 13.190796852111816 (13.016234443987244) | > loss_duration: 1.6860657930374146 (1.6717475027836355) | > amp_scaler: 256.0 (256.7734138972809) | > loss_1: 27.042118072509766 (27.47156316924311) | > grad_norm_1: tensor(565.9980, device='cuda:0') (tensor(376.0593, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.8672 (0.8491718765471999) | > loader_time: 0.0121 (0.009981204735908623)  --> TIME: 2025-05-11 06:24:55 -- STEP: 712/725 -- GLOBAL_STEP: 312650 | > loss_disc: 2.129584312438965 (2.2034344539213726) | > loss_disc_real_0: 0.1471414566040039 (0.1362309833109546) | > loss_disc_real_1: 0.16142487525939941 (0.19055275979001873) | > loss_disc_real_2: 0.16069170832633972 (0.18850285042956305) | > loss_disc_real_3: 0.19908972084522247 (0.2056109564734643) | > loss_disc_real_4: 0.17480450868606567 (0.19493331680639403) | > loss_disc_real_5: 0.20881304144859314 (0.2074380408805073) | > loss_0: 2.129584312438965 (2.2034344539213726) | > grad_norm_0: tensor(27.1149, device='cuda:0') (tensor(20.3223, device='cuda:0')) | > loss_gen: 2.8077783584594727 (2.7621309244900627) | > loss_kl: 1.829018473625183 (1.7374992737274484) | > loss_feat: 9.187760353088379 (8.275499522685987) | > loss_mel: 14.37297534942627 (13.017508865742201) | > loss_duration: 1.6521656513214111 (1.6713129752472557) | > amp_scaler: 256.0 (256.7191011235955) | > loss_1: 29.849699020385742 (27.463951550172954) | > grad_norm_1: tensor(568.3166, device='cuda:0') (tensor(377.7361, device='cuda:0')) | > current_lr_0: 0.0001910317222093109 | > current_lr_1: 0.0001910317222093109 | > step_time: 0.806 (0.8497655425178873) | > loader_time: 0.0094 (0.009986899542004874)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.284916877746582 (2.284916877746582) | > loss_disc_real_0: 0.22490495443344116 (0.22490495443344116) | > loss_disc_real_1: 0.23842667043209076 (0.23842667043209076) | > loss_disc_real_2: 0.20748727023601532 (0.20748727023601532) | > loss_disc_real_3: 0.19805563986301422 (0.19805563986301422) | > loss_disc_real_4: 0.18630729615688324 (0.18630729615688324) | > loss_disc_real_5: 0.19387009739875793 (0.19387009739875793) | > loss_0: 2.284916877746582 (2.284916877746582) | > loss_gen: 2.9457149505615234 (2.9457149505615234) | > loss_kl: 2.0774731636047363 (2.0774731636047363) | > loss_feat: 8.756854057312012 (8.756854057312012) | > loss_mel: 14.180599212646484 (14.180599212646484) | > loss_duration: 1.7152013778686523 (1.7152013778686523) | > loss_1: 29.67584228515625 (29.67584228515625)  --> STEP: 1 | > loss_disc: 2.2232377529144287 (2.2232377529144287) | > loss_disc_real_0: 0.21485723555088043 (0.21485723555088043) | > loss_disc_real_1: 0.23214514553546906 (0.23214514553546906) | > loss_disc_real_2: 0.20923380553722382 (0.20923380553722382) | > loss_disc_real_3: 0.19393734633922577 (0.19393734633922577) | > loss_disc_real_4: 0.17646299302577972 (0.17646299302577972) | > loss_disc_real_5: 0.1857965588569641 (0.1857965588569641) | > loss_0: 2.2232377529144287 (2.2232377529144287) | > loss_gen: 3.012544631958008 (3.012544631958008) | > loss_kl: 2.0980353355407715 (2.0980353355407715) | > loss_feat: 8.943253517150879 (8.943253517150879) | > loss_mel: 14.407832145690918 (14.407832145690918) | > loss_duration: 1.8182084560394287 (1.8182084560394287) | > loss_1: 30.27987289428711 (30.27987289428711)  --> STEP: 2 | > loss_disc: 2.3506524562835693 (2.286945104598999) | > loss_disc_real_0: 0.23920057713985443 (0.22702890634536743) | > loss_disc_real_1: 0.22879700362682343 (0.23047107458114624) | > loss_disc_real_2: 0.21609941124916077 (0.2126666083931923) | > loss_disc_real_3: 0.20355083048343658 (0.19874408841133118) | > loss_disc_real_4: 0.18561941385269165 (0.1810412034392357) | > loss_disc_real_5: 0.18699510395526886 (0.18639583140611649) | > loss_0: 2.3506524562835693 (2.286945104598999) | > loss_gen: 2.822998523712158 (2.917771577835083) | > loss_kl: 1.997363805770874 (2.0476995706558228) | > loss_feat: 7.90012788772583 (8.421690702438354) | > loss_mel: 12.790643692016602 (13.59923791885376) | > loss_duration: 1.868382215499878 (1.8432953357696533) | > loss_1: 27.379514694213867 (28.82969379425049)  --> STEP: 3 | > loss_disc: 2.229518413543701 (2.267802874247233) | > loss_disc_real_0: 0.22036170959472656 (0.22480650742848715) | > loss_disc_real_1: 0.2299456149339676 (0.23029592136542001) | > loss_disc_real_2: 0.1901898831129074 (0.20517436663309732) | > loss_disc_real_3: 0.19169561564922333 (0.19639459749062857) | > loss_disc_real_4: 0.16126923263072968 (0.17445054650306702) | > loss_disc_real_5: 0.1655680388212204 (0.17945323387781778) | > loss_0: 2.229518413543701 (2.267802874247233) | > loss_gen: 2.787184715270996 (2.874242623647054) | > loss_kl: 1.9372913837432861 (2.010896841684977) | > loss_feat: 7.893202304840088 (8.245527903238932) | > loss_mel: 13.599489212036133 (13.599321683247885) | > loss_duration: 1.831893801689148 (1.8394948244094849) | > loss_1: 28.049060821533203 (28.569482803344727)  --> STEP: 4 | > loss_disc: 2.3248651027679443 (2.282068431377411) | > loss_disc_real_0: 0.2543156147003174 (0.2321837842464447) | > loss_disc_real_1: 0.24174703657627106 (0.23315870016813278) | > loss_disc_real_2: 0.20141035318374634 (0.20423336327075958) | > loss_disc_real_3: 0.17262189090251923 (0.19045142084360123) | > loss_disc_real_4: 0.1650935560464859 (0.17211129888892174) | > loss_disc_real_5: 0.1959664225578308 (0.18358153104782104) | > loss_0: 2.3248651027679443 (2.282068431377411) | > loss_gen: 2.778914213180542 (2.850410521030426) | > loss_kl: 2.0535476207733154 (2.0215595364570618) | > loss_feat: 8.163264274597168 (8.224961996078491) | > loss_mel: 12.490263938903809 (13.322057247161865) | > loss_duration: 1.7659165859222412 (1.821100264787674) | > loss_1: 27.251907348632812 (28.240088939666748) --> EVAL PERFORMANCE | > avg_loader_time: 0.28729552030563354 (+0.00953209400177002) | > avg_loss_disc: 2.282068431377411 (+0.010891616344451904) | > avg_loss_disc_real_0: 0.2321837842464447 (+0.07618198171257973) | > avg_loss_disc_real_1: 0.23315870016813278 (+0.021529298275709152) | > avg_loss_disc_real_2: 0.20423336327075958 (+0.0035990625619888306) | > avg_loss_disc_real_3: 0.19045142084360123 (+0.007037851959466934) | > avg_loss_disc_real_4: 0.17211129888892174 (-0.07665860280394554) | > avg_loss_disc_real_5: 0.18358153104782104 (-0.052520450204610825) | > avg_loss_0: 2.282068431377411 (+0.010891616344451904) | > avg_loss_gen: 2.850410521030426 (+0.1216697096824646) | > avg_loss_kl: 2.0215595364570618 (-0.030247747898101807) | > avg_loss_feat: 8.224961996078491 (+0.12830626964569092) | > avg_loss_mel: 13.322057247161865 (-0.5305008888244629) | > avg_loss_duration: 1.821100264787674 (+0.008651643991470337) | > avg_loss_1: 28.240088939666748 (-0.3021211624145508)  > EPOCH: 368/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 06:25:12)   --> TIME: 2025-05-11 06:25:46 -- STEP: 37/725 -- GLOBAL_STEP: 312700 | > loss_disc: 2.264678478240967 (2.2203225445103003) | > loss_disc_real_0: 0.1948324739933014 (0.14484927078356613) | > loss_disc_real_1: 0.17976951599121094 (0.1942763324524905) | > loss_disc_real_2: 0.1891038417816162 (0.19018184212413994) | > loss_disc_real_3: 0.23314078152179718 (0.2058596679487744) | > loss_disc_real_4: 0.21617555618286133 (0.1979761200176703) | > loss_disc_real_5: 0.20129486918449402 (0.20631321056469068) | > loss_0: 2.264678478240967 (2.2203225445103003) | > grad_norm_0: tensor(18.8644, device='cuda:0') (tensor(24.1261, device='cuda:0')) | > loss_gen: 2.687107801437378 (2.772000789642334) | > loss_kl: 1.8745986223220825 (1.781429951255386) | > loss_feat: 7.928109645843506 (8.251236657838565) | > loss_mel: 11.80904769897461 (13.164354504765692) | > loss_duration: 1.6729893684387207 (1.6688025770960628) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.971851348876953 (27.63782465135729) | > grad_norm_1: tensor(394.1680, device='cuda:0') (tensor(420.7675, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8571 (0.8458275666108003) | > loader_time: 0.0123 (0.01090676075703389)  --> TIME: 2025-05-11 06:26:30 -- STEP: 87/725 -- GLOBAL_STEP: 312750 | > loss_disc: 2.100309371948242 (2.203990473144357) | > loss_disc_real_0: 0.15148313343524933 (0.13733147495779502) | > loss_disc_real_1: 0.1831343173980713 (0.1918695545059511) | > loss_disc_real_2: 0.2008030265569687 (0.19028495885859956) | > loss_disc_real_3: 0.16877789795398712 (0.204823049149294) | > loss_disc_real_4: 0.16766181588172913 (0.19588937824484945) | > loss_disc_real_5: 0.18806742131710052 (0.20526559154192606) | > loss_0: 2.100309371948242 (2.203990473144357) | > grad_norm_0: tensor(25.2903, device='cuda:0') (tensor(22.5532, device='cuda:0')) | > loss_gen: 2.8981730937957764 (2.776089931356495) | > loss_kl: 1.6937519311904907 (1.7644967128490578) | > loss_feat: 8.688529968261719 (8.32116943666305) | > loss_mel: 12.889105796813965 (13.196046588064608) | > loss_duration: 1.6448222398757935 (1.6719858098304134) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.81438446044922 (27.72978868155644) | > grad_norm_1: tensor(626.7031, device='cuda:0') (tensor(424.6517, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8264 (0.8488714393528028) | > loader_time: 0.0095 (0.010408593320298474)  --> TIME: 2025-05-11 06:27:13 -- STEP: 137/725 -- GLOBAL_STEP: 312800 | > loss_disc: 2.321624755859375 (2.200601372405562) | > loss_disc_real_0: 0.10464704781770706 (0.13745814306240017) | > loss_disc_real_1: 0.19674071669578552 (0.19041724187614273) | > loss_disc_real_2: 0.16915927827358246 (0.18873320487293882) | > loss_disc_real_3: 0.20114655792713165 (0.20542242426941865) | > loss_disc_real_4: 0.19155782461166382 (0.19555190716781756) | > loss_disc_real_5: 0.2259417027235031 (0.20620531202667822) | > loss_0: 2.321624755859375 (2.200601372405562) | > grad_norm_0: tensor(28.5445, device='cuda:0') (tensor(22.6763, device='cuda:0')) | > loss_gen: 2.621875762939453 (2.776301281295553) | > loss_kl: 1.7777230739593506 (1.7481660956013811) | > loss_feat: 7.723655700683594 (8.326698003894224) | > loss_mel: 11.483054161071777 (13.122783486860511) | > loss_duration: 1.6549417972564697 (1.6712147754474278) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.261249542236328 (27.64516372402219) | > grad_norm_1: tensor(276.1668, device='cuda:0') (tensor(427.6767, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8119 (0.8492729159167213) | > loader_time: 0.0091 (0.010302630654216688)  --> TIME: 2025-05-11 06:27:56 -- STEP: 187/725 -- GLOBAL_STEP: 312850 | > loss_disc: 2.3761839866638184 (2.2002747836597467) | > loss_disc_real_0: 0.14684854447841644 (0.13799312368115005) | > loss_disc_real_1: 0.1850743144750595 (0.18977725705042234) | > loss_disc_real_2: 0.19556520879268646 (0.18839108935970666) | > loss_disc_real_3: 0.1956275850534439 (0.20589537408581393) | > loss_disc_real_4: 0.17400437593460083 (0.19491502204362077) | > loss_disc_real_5: 0.21573181450366974 (0.2065892633110444) | > loss_0: 2.3761839866638184 (2.2002747836597467) | > grad_norm_0: tensor(8.2094, device='cuda:0') (tensor(21.5848, device='cuda:0')) | > loss_gen: 2.5791115760803223 (2.774511395928693) | > loss_kl: 1.72190260887146 (1.743068234168272) | > loss_feat: 7.3195061683654785 (8.321184145575545) | > loss_mel: 11.308271408081055 (13.09649039589785) | > loss_duration: 1.7011045217514038 (1.6718769283855668) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.62989616394043 (27.607131233827314) | > grad_norm_1: tensor(268.7860, device='cuda:0') (tensor(409.5797, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8439 (0.8486315987326882) | > loader_time: 0.0112 (0.010245631722842954)  --> TIME: 2025-05-11 06:28:39 -- STEP: 237/725 -- GLOBAL_STEP: 312900 | > loss_disc: 2.0903680324554443 (2.203466521033756) | > loss_disc_real_0: 0.12189653515815735 (0.13873396710127212) | > loss_disc_real_1: 0.19040857255458832 (0.19019538660844162) | > loss_disc_real_2: 0.18137800693511963 (0.18829235855788615) | > loss_disc_real_3: 0.232333704829216 (0.20598453409058132) | > loss_disc_real_4: 0.19180923700332642 (0.19559557119753787) | > loss_disc_real_5: 0.20906373858451843 (0.20685296860928273) | > loss_0: 2.0903680324554443 (2.203466521033756) | > grad_norm_0: tensor(19.8656, device='cuda:0') (tensor(21.3487, device='cuda:0')) | > loss_gen: 2.997798204421997 (2.77448901144261) | > loss_kl: 1.8053244352340698 (1.7395070328491147) | > loss_feat: 9.12969970703125 (8.300976833713708) | > loss_mel: 14.635777473449707 (13.124019272719757) | > loss_duration: 1.6410832405090332 (1.6720498905906198) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.20968246459961 (27.611042175614884) | > grad_norm_1: tensor(437.6900, device='cuda:0') (tensor(402.7588, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8276 (0.8493263600747797) | > loader_time: 0.0094 (0.010187450843521318)  --> TIME: 2025-05-11 06:29:23 -- STEP: 287/725 -- GLOBAL_STEP: 312950 | > loss_disc: 2.110018491744995 (2.204648237195163) | > loss_disc_real_0: 0.10910683125257492 (0.13896966048026335) | > loss_disc_real_1: 0.17989011108875275 (0.19010535199260045) | > loss_disc_real_2: 0.20106858015060425 (0.188579870537183) | > loss_disc_real_3: 0.19157032668590546 (0.2054596905197416) | > loss_disc_real_4: 0.1619213968515396 (0.19556137685784059) | > loss_disc_real_5: 0.18193615972995758 (0.2069887899459447) | > loss_0: 2.110018491744995 (2.204648237195163) | > grad_norm_0: tensor(31.1865, device='cuda:0') (tensor(21.2164, device='cuda:0')) | > loss_gen: 2.936119794845581 (2.771446252118419) | > loss_kl: 1.7373888492584229 (1.7380595917485737) | > loss_feat: 8.931233406066895 (8.28692570795996) | > loss_mel: 14.457245826721191 (13.14068611490602) | > loss_duration: 1.6887978315353394 (1.6721847435323207) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.750783920288086 (27.60930254733521) | > grad_norm_1: tensor(691.2146, device='cuda:0') (tensor(398.1436, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8104 (0.8502890532025061) | > loader_time: 0.0096 (0.010065514036171948)  --> TIME: 2025-05-11 06:30:06 -- STEP: 337/725 -- GLOBAL_STEP: 313000 | > loss_disc: 2.3336610794067383 (2.205796287038557) | > loss_disc_real_0: 0.1377636045217514 (0.13901816056460933) | > loss_disc_real_1: 0.19411498308181763 (0.19000415667581982) | > loss_disc_real_2: 0.196272075176239 (0.18898536508090413) | > loss_disc_real_3: 0.23330727219581604 (0.20528087798141223) | > loss_disc_real_4: 0.23074261844158173 (0.19558209251579253) | > loss_disc_real_5: 0.22717596590518951 (0.20717558384118523) | > loss_0: 2.3336610794067383 (2.205796287038557) | > grad_norm_0: tensor(34.1825, device='cuda:0') (tensor(21.2697, device='cuda:0')) | > loss_gen: 2.5263671875 (2.769448315708149) | > loss_kl: 1.851085901260376 (1.7394528187347098) | > loss_feat: 6.998266220092773 (8.26878489797122) | > loss_mel: 11.714066505432129 (13.116953397009421) | > loss_duration: 1.6415021419525146 (1.671316687006625) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.73128890991211 (27.56595620061949) | > grad_norm_1: tensor(557.3073, device='cuda:0') (tensor(394.3770, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8817 (0.8501844710341547) | > loader_time: 0.0099 (0.010030481864861282) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_313000.pth  --> TIME: 2025-05-11 06:30:51 -- STEP: 387/725 -- GLOBAL_STEP: 313050 | > loss_disc: 2.3261866569519043 (2.2048094783950525) | > loss_disc_real_0: 0.1684606820344925 (0.13858808346034945) | > loss_disc_real_1: 0.18963684141635895 (0.19001189201531177) | > loss_disc_real_2: 0.19113028049468994 (0.18885307668561463) | > loss_disc_real_3: 0.22689348459243774 (0.20518921800824091) | > loss_disc_real_4: 0.20899133384227753 (0.19560843802391706) | > loss_disc_real_5: 0.2265261709690094 (0.20721279200195344) | > loss_0: 2.3261866569519043 (2.2048094783950525) | > grad_norm_0: tensor(28.5026, device='cuda:0') (tensor(21.1123, device='cuda:0')) | > loss_gen: 2.585876226425171 (2.769103071794338) | > loss_kl: 1.8144257068634033 (1.7406776090000955) | > loss_feat: 6.999675273895264 (8.259475220081411) | > loss_mel: 11.946691513061523 (13.114704518971209) | > loss_duration: 1.7482682466506958 (1.6715264505194138) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.09493637084961 (27.55548692550463) | > grad_norm_1: tensor(358.0543, device='cuda:0') (tensor(390.9216, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8784 (0.8504533983324233) | > loader_time: 0.0108 (0.01001632490823435)  --> TIME: 2025-05-11 06:31:34 -- STEP: 437/725 -- GLOBAL_STEP: 313100 | > loss_disc: 2.3178062438964844 (2.206186591896911) | > loss_disc_real_0: 0.127949059009552 (0.1388624229508898) | > loss_disc_real_1: 0.17847687005996704 (0.19007315440636205) | > loss_disc_real_2: 0.18764327466487885 (0.18881062171006363) | > loss_disc_real_3: 0.20534248650074005 (0.20527366881239598) | > loss_disc_real_4: 0.2154960036277771 (0.1956424999564408) | > loss_disc_real_5: 0.22597958147525787 (0.20712917354341506) | > loss_0: 2.3178062438964844 (2.206186591896911) | > grad_norm_0: tensor(36.2179, device='cuda:0') (tensor(21.0213, device='cuda:0')) | > loss_gen: 2.4441728591918945 (2.7670656041640718) | > loss_kl: 1.7121472358703613 (1.7354727628847557) | > loss_feat: 7.549831867218018 (8.247987024844093) | > loss_mel: 12.093231201171875 (13.09509681509616) | > loss_duration: 1.6458852291107178 (1.6711509246847995) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.445266723632812 (27.516773171501256) | > grad_norm_1: tensor(423.2357, device='cuda:0') (tensor(388.4798, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.885 (0.8498756350859897) | > loader_time: 0.0103 (0.00997345343880031)  --> TIME: 2025-05-11 06:32:18 -- STEP: 487/725 -- GLOBAL_STEP: 313150 | > loss_disc: 2.223543167114258 (2.206528719935326) | > loss_disc_real_0: 0.15901139378547668 (0.1386695746217665) | > loss_disc_real_1: 0.16801519691944122 (0.19006851823422943) | > loss_disc_real_2: 0.1951010674238205 (0.18886282513763378) | > loss_disc_real_3: 0.231513112783432 (0.20532411627578534) | > loss_disc_real_4: 0.21488843858242035 (0.19590573820612509) | > loss_disc_real_5: 0.20384415984153748 (0.20705633709930055) | > loss_0: 2.223543167114258 (2.206528719935326) | > grad_norm_0: tensor(24.4422, device='cuda:0') (tensor(21.1040, device='cuda:0')) | > loss_gen: 2.7183563709259033 (2.7667120864014367) | > loss_kl: 1.6615761518478394 (1.7339625816325634) | > loss_feat: 7.777151107788086 (8.238552583071725) | > loss_mel: 12.953231811523438 (13.084298921072017) | > loss_duration: 1.6566276550292969 (1.6714644977933817) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.766944885253906 (27.494990703261617) | > grad_norm_1: tensor(339.2924, device='cuda:0') (tensor(390.2001, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8197 (0.8498118173415167) | > loader_time: 0.0094 (0.009958544306196956)  --> TIME: 2025-05-11 06:33:01 -- STEP: 537/725 -- GLOBAL_STEP: 313200 | > loss_disc: 2.223191499710083 (2.207001286511978) | > loss_disc_real_0: 0.158518448472023 (0.13873118470167978) | > loss_disc_real_1: 0.20577558875083923 (0.18988480270463887) | > loss_disc_real_2: 0.18599721789360046 (0.1892509384139734) | > loss_disc_real_3: 0.23371027410030365 (0.205277625825152) | > loss_disc_real_4: 0.23376137018203735 (0.19582070124437906) | > loss_disc_real_5: 0.21104449033737183 (0.20736164573295604) | > loss_0: 2.223191499710083 (2.207001286511978) | > grad_norm_0: tensor(20.8427, device='cuda:0') (tensor(21.1855, device='cuda:0')) | > loss_gen: 2.8296289443969727 (2.7673845983750334) | > loss_kl: 1.6336990594863892 (1.730274839108217) | > loss_feat: 8.022068977355957 (8.246076513713069) | > loss_mel: 12.514305114746094 (13.088523021179427) | > loss_duration: 1.7020065784454346 (1.671774876406295) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.701709747314453 (27.50403390383588) | > grad_norm_1: tensor(419.5764, device='cuda:0') (tensor(391.9212, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8493 (0.8496331151859277) | > loader_time: 0.0092 (0.009982982827298465)  --> TIME: 2025-05-11 06:33:44 -- STEP: 587/725 -- GLOBAL_STEP: 313250 | > loss_disc: 2.207697629928589 (2.207062126627567) | > loss_disc_real_0: 0.16066192090511322 (0.13870673093570354) | > loss_disc_real_1: 0.1879372000694275 (0.18981325118667627) | > loss_disc_real_2: 0.2141532599925995 (0.1892610135689708) | > loss_disc_real_3: 0.18041792511940002 (0.20536400057895826) | > loss_disc_real_4: 0.17758798599243164 (0.1955377720994478) | > loss_disc_real_5: 0.18743211030960083 (0.2074055520141755) | > loss_0: 2.207697629928589 (2.207062126627567) | > grad_norm_0: tensor(26.0792, device='cuda:0') (tensor(20.9461, device='cuda:0')) | > loss_gen: 2.856058120727539 (2.765448830196765) | > loss_kl: 1.758819818496704 (1.727181118432261) | > loss_feat: 8.040384292602539 (8.239065871328057) | > loss_mel: 12.58731746673584 (13.079002854771263) | > loss_duration: 1.6591510772705078 (1.6714420671966659) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.901729583740234 (27.4821407799014) | > grad_norm_1: tensor(347.6508, device='cuda:0') (tensor(386.8885, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8419 (0.8494600104310854) | > loader_time: 0.0102 (0.009973220971414534)  --> TIME: 2025-05-11 06:34:27 -- STEP: 637/725 -- GLOBAL_STEP: 313300 | > loss_disc: 2.3875620365142822 (2.20705332037418) | > loss_disc_real_0: 0.17376813292503357 (0.13879518830794924) | > loss_disc_real_1: 0.18892613053321838 (0.1897889958633171) | > loss_disc_real_2: 0.18198531866073608 (0.18911272001977622) | > loss_disc_real_3: 0.21878020465373993 (0.20542763133812542) | > loss_disc_real_4: 0.19039267301559448 (0.19555764480419402) | > loss_disc_real_5: 0.22690340876579285 (0.20757456088739815) | > loss_0: 2.3875620365142822 (2.20705332037418) | > grad_norm_0: tensor(11.9631, device='cuda:0') (tensor(21.0280, device='cuda:0')) | > loss_gen: 2.4795286655426025 (2.7656122833443595) | > loss_kl: 1.73108971118927 (1.7275080703304173) | > loss_feat: 6.376787185668945 (8.235952486610104) | > loss_mel: 10.607807159423828 (13.075320050705177) | > loss_duration: 1.6532988548278809 (1.6712969854076396) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.8485107421875 (27.47568991944029) | > grad_norm_1: tensor(336.2061, device='cuda:0') (tensor(387.1992, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8531 (0.849300619945796) | > loader_time: 0.0096 (0.00995615812448354)  --> TIME: 2025-05-11 06:35:10 -- STEP: 687/725 -- GLOBAL_STEP: 313350 | > loss_disc: 2.178194522857666 (2.2064026963762817) | > loss_disc_real_0: 0.10982076078653336 (0.13860420830645406) | > loss_disc_real_1: 0.17544251680374146 (0.18976040466470312) | > loss_disc_real_2: 0.17794093489646912 (0.1889165179177663) | > loss_disc_real_3: 0.17155839502811432 (0.20529323681820247) | > loss_disc_real_4: 0.17619197070598602 (0.1954293895670074) | > loss_disc_real_5: 0.23090878129005432 (0.20773110873834538) | > loss_0: 2.178194522857666 (2.2064026963762817) | > grad_norm_0: tensor(8.0893, device='cuda:0') (tensor(20.8819, device='cuda:0')) | > loss_gen: 2.832338571548462 (2.7637933983726457) | > loss_kl: 1.7360155582427979 (1.7288241929535952) | > loss_feat: 8.828478813171387 (8.238077145650037) | > loss_mel: 13.72325325012207 (13.074654870678769) | > loss_duration: 1.68742036819458 (1.6710687148692482) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.807504653930664 (27.47641835219647) | > grad_norm_1: tensor(274.2904, device='cuda:0') (tensor(383.0919, device='cuda:0')) | > current_lr_0: 0.00019100784324403472 | > current_lr_1: 0.00019100784324403472 | > step_time: 0.8811 (0.8490811473591016) | > loader_time: 0.0097 (0.00993351089555276)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2278079986572266 (2.2278079986572266) | > loss_disc_real_0: 0.20236478745937347 (0.20236478745937347) | > loss_disc_real_1: 0.1951180249452591 (0.1951180249452591) | > loss_disc_real_2: 0.17197702825069427 (0.17197702825069427) | > loss_disc_real_3: 0.2736576497554779 (0.2736576497554779) | > loss_disc_real_4: 0.22802412509918213 (0.22802412509918213) | > loss_disc_real_5: 0.22345101833343506 (0.22345101833343506) | > loss_0: 2.2278079986572266 (2.2278079986572266) | > loss_gen: 2.9566402435302734 (2.9566402435302734) | > loss_kl: 2.2549943923950195 (2.2549943923950195) | > loss_feat: 8.291714668273926 (8.291714668273926) | > loss_mel: 13.774702072143555 (13.774702072143555) | > loss_duration: 1.7101681232452393 (1.7101681232452393) | > loss_1: 28.98822021484375 (28.98822021484375)  --> STEP: 1 | > loss_disc: 2.189645528793335 (2.189645528793335) | > loss_disc_real_0: 0.20135368406772614 (0.20135368406772614) | > loss_disc_real_1: 0.19455865025520325 (0.19455865025520325) | > loss_disc_real_2: 0.17906050384044647 (0.17906050384044647) | > loss_disc_real_3: 0.2800467312335968 (0.2800467312335968) | > loss_disc_real_4: 0.22244882583618164 (0.22244882583618164) | > loss_disc_real_5: 0.22300991415977478 (0.22300991415977478) | > loss_0: 2.189645528793335 (2.189645528793335) | > loss_gen: 3.053131103515625 (3.053131103515625) | > loss_kl: 2.297501802444458 (2.297501802444458) | > loss_feat: 8.344192504882812 (8.344192504882812) | > loss_mel: 13.98623275756836 (13.98623275756836) | > loss_duration: 1.8256944417953491 (1.8256944417953491) | > loss_1: 29.506752014160156 (29.506752014160156)  --> STEP: 2 | > loss_disc: 2.1801648139953613 (2.184905171394348) | > loss_disc_real_0: 0.17595124244689941 (0.18865246325731277) | > loss_disc_real_1: 0.19371648132801056 (0.1941375657916069) | > loss_disc_real_2: 0.1602139174938202 (0.16963721066713333) | > loss_disc_real_3: 0.2698925733566284 (0.2749696522951126) | > loss_disc_real_4: 0.2346671223640442 (0.22855797410011292) | > loss_disc_real_5: 0.21682870388031006 (0.21991930902004242) | > loss_0: 2.1801648139953613 (2.184905171394348) | > loss_gen: 2.933985471725464 (2.9935582876205444) | > loss_kl: 1.9825760126113892 (2.1400389075279236) | > loss_feat: 8.810786247253418 (8.577489376068115) | > loss_mel: 14.57559585571289 (14.280914306640625) | > loss_duration: 1.8904476165771484 (1.8580710291862488) | > loss_1: 30.193389892578125 (29.85007095336914)  --> STEP: 3 | > loss_disc: 2.3052310943603516 (2.225013812383016) | > loss_disc_real_0: 0.21277517080307007 (0.19669336577256522) | > loss_disc_real_1: 0.2201300710439682 (0.20280173420906067) | > loss_disc_real_2: 0.1794205904006958 (0.1728983372449875) | > loss_disc_real_3: 0.270851731300354 (0.2735970119635264) | > loss_disc_real_4: 0.2261507511138916 (0.22775556643803915) | > loss_disc_real_5: 0.2172868251800537 (0.21904181440671286) | > loss_0: 2.3052310943603516 (2.225013812383016) | > loss_gen: 2.85859751701355 (2.9485713640848794) | > loss_kl: 2.036046266555786 (2.1053746938705444) | > loss_feat: 7.653159141540527 (8.269379297892252) | > loss_mel: 13.050383567810059 (13.870737393697103) | > loss_duration: 1.839876651763916 (1.852006236712138) | > loss_1: 27.43806266784668 (29.04606819152832)  --> STEP: 4 | > loss_disc: 2.120891809463501 (2.198983311653137) | > loss_disc_real_0: 0.14611098170280457 (0.18404776975512505) | > loss_disc_real_1: 0.191095769405365 (0.19987524300813675) | > loss_disc_real_2: 0.15040095150470734 (0.16727399080991745) | > loss_disc_real_3: 0.251552551984787 (0.26808589696884155) | > loss_disc_real_4: 0.21587008237838745 (0.22478419542312622) | > loss_disc_real_5: 0.18497410416603088 (0.21052488684654236) | > loss_0: 2.120891809463501 (2.198983311653137) | > loss_gen: 2.862990379333496 (2.9271761178970337) | > loss_kl: 1.8949006795883179 (2.052756190299988) | > loss_feat: 9.541969299316406 (8.587526798248291) | > loss_mel: 15.145898818969727 (14.189527750015259) | > loss_duration: 1.7575089931488037 (1.8283819258213043) | > loss_1: 31.20326805114746 (29.585368156433105) --> EVAL PERFORMANCE | > avg_loader_time: 0.2816789150238037 (-0.005616605281829834) | > avg_loss_disc: 2.198983311653137 (-0.08308511972427368) | > avg_loss_disc_real_0: 0.18404776975512505 (-0.048136014491319656) | > avg_loss_disc_real_1: 0.19987524300813675 (-0.03328345715999603) | > avg_loss_disc_real_2: 0.16727399080991745 (-0.03695937246084213) | > avg_loss_disc_real_3: 0.26808589696884155 (+0.07763447612524033) | > avg_loss_disc_real_4: 0.22478419542312622 (+0.05267289653420448) | > avg_loss_disc_real_5: 0.21052488684654236 (+0.026943355798721313) | > avg_loss_0: 2.198983311653137 (-0.08308511972427368) | > avg_loss_gen: 2.9271761178970337 (+0.07676559686660767) | > avg_loss_kl: 2.052756190299988 (+0.031196653842926025) | > avg_loss_feat: 8.587526798248291 (+0.3625648021697998) | > avg_loss_mel: 14.189527750015259 (+0.8674705028533936) | > avg_loss_duration: 1.8283819258213043 (+0.007281661033630371) | > avg_loss_1: 29.585368156433105 (+1.3452792167663574)  > EPOCH: 369/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 06:35:49)   --> TIME: 2025-05-11 06:36:01 -- STEP: 12/725 -- GLOBAL_STEP: 313400 | > loss_disc: 2.2782344818115234 (2.2283906737963357) | > loss_disc_real_0: 0.14118945598602295 (0.13597157845894495) | > loss_disc_real_1: 0.24040794372558594 (0.19558928161859512) | > loss_disc_real_2: 0.18111172318458557 (0.19089378416538239) | > loss_disc_real_3: 0.22099243104457855 (0.20670506358146667) | > loss_disc_real_4: 0.19986654818058014 (0.19421172762910524) | > loss_disc_real_5: 0.21495120227336884 (0.2106075162688891) | > loss_0: 2.2782344818115234 (2.2283906737963357) | > grad_norm_0: tensor(13.1272, device='cuda:0') (tensor(21.8862, device='cuda:0')) | > loss_gen: 2.841780185699463 (2.726893146832784) | > loss_kl: 1.8812785148620605 (1.7596876621246338) | > loss_feat: 8.419357299804688 (8.042880098025003) | > loss_mel: 13.38408374786377 (12.972066402435303) | > loss_duration: 1.7015233039855957 (1.6735433042049408) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.2280216217041 (27.1750701268514) | > grad_norm_1: tensor(268.7451, device='cuda:0') (tensor(355.0590, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8265 (0.8330453236897787) | > loader_time: 0.0092 (0.010129511356353758)  --> TIME: 2025-05-11 06:36:45 -- STEP: 62/725 -- GLOBAL_STEP: 313450 | > loss_disc: 2.246450424194336 (2.2295594407666113) | > loss_disc_real_0: 0.1571487933397293 (0.13692225203398734) | > loss_disc_real_1: 0.18688401579856873 (0.19290753237662778) | > loss_disc_real_2: 0.22262869775295258 (0.19117278365358228) | > loss_disc_real_3: 0.17818984389305115 (0.20738662971604255) | > loss_disc_real_4: 0.21178583800792694 (0.19818588874993787) | > loss_disc_real_5: 0.22254082560539246 (0.21184694935237208) | > loss_0: 2.246450424194336 (2.2295594407666113) | > grad_norm_0: tensor(23.0944, device='cuda:0') (tensor(20.5368, device='cuda:0')) | > loss_gen: 2.651309013366699 (2.729286459184462) | > loss_kl: 1.7800942659378052 (1.7442567386934835) | > loss_feat: 7.599867343902588 (8.1726208348428) | > loss_mel: 12.963969230651855 (13.067637735797513) | > loss_duration: 1.7153913974761963 (1.6690728472125145) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.710630416870117 (27.38287445806688) | > grad_norm_1: tensor(80.5964, device='cuda:0') (tensor(371.2325, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8289 (0.8474814930269795) | > loader_time: 0.0106 (0.010136585081777266)  --> TIME: 2025-05-11 06:37:28 -- STEP: 112/725 -- GLOBAL_STEP: 313500 | > loss_disc: 2.164623498916626 (2.2272697751011172) | > loss_disc_real_0: 0.17188139259815216 (0.13879494422248434) | > loss_disc_real_1: 0.19251659512519836 (0.1927465724625758) | > loss_disc_real_2: 0.19533085823059082 (0.19025377383721725) | > loss_disc_real_3: 0.1931094378232956 (0.20793036770607745) | > loss_disc_real_4: 0.1968960464000702 (0.19702345944408858) | > loss_disc_real_5: 0.21919390559196472 (0.21063595398196155) | > loss_0: 2.164623498916626 (2.2272697751011172) | > grad_norm_0: tensor(35.2280, device='cuda:0') (tensor(22.8691, device='cuda:0')) | > loss_gen: 2.7825775146484375 (2.741777741483279) | > loss_kl: 1.4532556533813477 (1.732426134603364) | > loss_feat: 8.979134559631348 (8.174480123179299) | > loss_mel: 14.723759651184082 (13.061027467250822) | > loss_duration: 1.6821609735488892 (1.672469310462475) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.62088966369629 (27.38218084403447) | > grad_norm_1: tensor(489.3178, device='cuda:0') (tensor(391.4403, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8222 (0.8492741329329354) | > loader_time: 0.0094 (0.009948057787758962)  --> TIME: 2025-05-11 06:38:11 -- STEP: 162/725 -- GLOBAL_STEP: 313550 | > loss_disc: 2.256199836730957 (2.2264405444816315) | > loss_disc_real_0: 0.11168733239173889 (0.1379882175429369) | > loss_disc_real_1: 0.20492644608020782 (0.1917449464952504) | > loss_disc_real_2: 0.188877135515213 (0.19020411004254842) | > loss_disc_real_3: 0.18373973667621613 (0.20696570209147017) | > loss_disc_real_4: 0.20143435895442963 (0.19677205650526802) | > loss_disc_real_5: 0.20313657820224762 (0.21170148345423334) | > loss_0: 2.256199836730957 (2.2264405444816315) | > grad_norm_0: tensor(13.6200, device='cuda:0') (tensor(22.2399, device='cuda:0')) | > loss_gen: 2.7226614952087402 (2.7440487720348203) | > loss_kl: 1.842907428741455 (1.7349813963160103) | > loss_feat: 7.993124485015869 (8.205593153282443) | > loss_mel: 12.59504508972168 (13.06230894724528) | > loss_duration: 1.6323611736297607 (1.6732347011566162) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.78609848022461 (27.420166969299316) | > grad_norm_1: tensor(191.6540, device='cuda:0') (tensor(363.5526, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8273 (0.8484778006871542) | > loader_time: 0.0096 (0.009895309989835009)  --> TIME: 2025-05-11 06:38:54 -- STEP: 212/725 -- GLOBAL_STEP: 313600 | > loss_disc: 2.3329918384552 (2.2195765848429705) | > loss_disc_real_0: 0.13953855633735657 (0.13771448688546445) | > loss_disc_real_1: 0.1889946162700653 (0.19139279797673225) | > loss_disc_real_2: 0.20782570540905 (0.18970393227799875) | > loss_disc_real_3: 0.1999925673007965 (0.20659396902851337) | > loss_disc_real_4: 0.21983306109905243 (0.1965664140177223) | > loss_disc_real_5: 0.19683828949928284 (0.21093093329724275) | > loss_0: 2.3329918384552 (2.2195765848429705) | > grad_norm_0: tensor(13.4689, device='cuda:0') (tensor(21.5994, device='cuda:0')) | > loss_gen: 2.4552972316741943 (2.7529414554811873) | > loss_kl: 1.5983253717422485 (1.732601595937081) | > loss_feat: 7.69509220123291 (8.270337689597653) | > loss_mel: 12.292797088623047 (13.098229615193492) | > loss_duration: 1.6824275255203247 (1.6726560339612782) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.723941802978516 (27.526766444152255) | > grad_norm_1: tensor(224.4258, device='cuda:0') (tensor(362.6013, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8485 (0.8498158533618135) | > loader_time: 0.0105 (0.009903110423178044)  --> TIME: 2025-05-11 06:39:38 -- STEP: 262/725 -- GLOBAL_STEP: 313650 | > loss_disc: 2.1189489364624023 (2.2184464403691186) | > loss_disc_real_0: 0.13040921092033386 (0.13791720987162528) | > loss_disc_real_1: 0.18012943863868713 (0.19117809240599626) | > loss_disc_real_2: 0.19038988649845123 (0.1897222794421756) | > loss_disc_real_3: 0.19623668491840363 (0.20650434886453717) | > loss_disc_real_4: 0.19131597876548767 (0.19681187116235266) | > loss_disc_real_5: 0.19385577738285065 (0.20985216903322526) | > loss_0: 2.1189489364624023 (2.2184464403691186) | > grad_norm_0: tensor(15.6508, device='cuda:0') (tensor(21.8829, device='cuda:0')) | > loss_gen: 2.850785970687866 (2.753650803602379) | > loss_kl: 1.7039190530776978 (1.7330986666315384) | > loss_feat: 8.37393569946289 (8.260126723587971) | > loss_mel: 13.254728317260742 (13.07069640487205) | > loss_duration: 1.6607214212417603 (1.6730272829077626) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.844091415405273 (27.49059992346145) | > grad_norm_1: tensor(373.6060, device='cuda:0') (tensor(367.4488, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.887 (0.849529997083067) | > loader_time: 0.0108 (0.009903954185602321)  --> TIME: 2025-05-11 06:40:21 -- STEP: 312/725 -- GLOBAL_STEP: 313700 | > loss_disc: 2.289956569671631 (2.2128519079624076) | > loss_disc_real_0: 0.09485315531492233 (0.1374128866128815) | > loss_disc_real_1: 0.20126955211162567 (0.19043314179930937) | > loss_disc_real_2: 0.19528430700302124 (0.1895610231619614) | > loss_disc_real_3: 0.17712734639644623 (0.20586297111824542) | > loss_disc_real_4: 0.20089976489543915 (0.19627743992858973) | > loss_disc_real_5: 0.21731360256671906 (0.20910134567664224) | > loss_0: 2.289956569671631 (2.2128519079624076) | > grad_norm_0: tensor(16.2030, device='cuda:0') (tensor(21.9914, device='cuda:0')) | > loss_gen: 2.7422914505004883 (2.7583578886129922) | > loss_kl: 1.7985323667526245 (1.7342239251503577) | > loss_feat: 7.789811611175537 (8.264514842094526) | > loss_mel: 12.3517484664917 (13.070315889823132) | > loss_duration: 1.6536428928375244 (1.6719646858863348) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.336027145385742 (27.499377275124573) | > grad_norm_1: tensor(425.7738, device='cuda:0') (tensor(372.9857, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8338 (0.8490830736282546) | > loader_time: 0.0096 (0.009942576671257999)  --> TIME: 2025-05-11 06:41:04 -- STEP: 362/725 -- GLOBAL_STEP: 313750 | > loss_disc: 2.042269229888916 (2.21227779441117) | > loss_disc_real_0: 0.10984668135643005 (0.1376130000703573) | > loss_disc_real_1: 0.18519210815429688 (0.19023119670580768) | > loss_disc_real_2: 0.19663402438163757 (0.189563281216674) | > loss_disc_real_3: 0.1707056164741516 (0.20573348321473406) | > loss_disc_real_4: 0.17617885768413544 (0.19619979091935394) | > loss_disc_real_5: 0.20182554423809052 (0.2095249898278911) | > loss_0: 2.042269229888916 (2.21227779441117) | > grad_norm_0: tensor(21.7498, device='cuda:0') (tensor(21.9918, device='cuda:0')) | > loss_gen: 3.0131781101226807 (2.7592847887323706) | > loss_kl: 1.947326421737671 (1.7390261700798793) | > loss_feat: 9.944372177124023 (8.271509621024794) | > loss_mel: 14.650080680847168 (13.087568997019563) | > loss_duration: 1.6084067821502686 (1.6707437611416565) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.163362503051758 (27.528133397602904) | > grad_norm_1: tensor(544.0741, device='cuda:0') (tensor(375.6231, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8513 (0.8488514265302797) | > loader_time: 0.0095 (0.009930054127182087)  --> TIME: 2025-05-11 06:41:47 -- STEP: 412/725 -- GLOBAL_STEP: 313800 | > loss_disc: 2.1664140224456787 (2.210560961255752) | > loss_disc_real_0: 0.15703777968883514 (0.1373933870707034) | > loss_disc_real_1: 0.18296723067760468 (0.1902228167045464) | > loss_disc_real_2: 0.20280875265598297 (0.18942043865189961) | > loss_disc_real_3: 0.18861962854862213 (0.20548695235431777) | > loss_disc_real_4: 0.18513743579387665 (0.19580941079455672) | > loss_disc_real_5: 0.18348412215709686 (0.20926636117465292) | > loss_0: 2.1664140224456787 (2.210560961255752) | > grad_norm_0: tensor(28.3811, device='cuda:0') (tensor(21.8416, device='cuda:0')) | > loss_gen: 2.786761522293091 (2.759166380155434) | > loss_kl: 1.8143898248672485 (1.7375520259431265) | > loss_feat: 8.544538497924805 (8.262438402592558) | > loss_mel: 12.761808395385742 (13.091101674200262) | > loss_duration: 1.6833534240722656 (1.6715200068881215) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.590852737426758 (27.521778551120203) | > grad_norm_1: tensor(561.2198, device='cuda:0') (tensor(377.7893, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8603 (0.848677041461167) | > loader_time: 0.0107 (0.009882213999924146)  --> TIME: 2025-05-11 06:42:30 -- STEP: 462/725 -- GLOBAL_STEP: 313850 | > loss_disc: 2.236093044281006 (2.2104703667876024) | > loss_disc_real_0: 0.15858352184295654 (0.13771929970873903) | > loss_disc_real_1: 0.20202100276947021 (0.19020664959629896) | > loss_disc_real_2: 0.20324905216693878 (0.1893224789724721) | > loss_disc_real_3: 0.22573550045490265 (0.20565177377684296) | > loss_disc_real_4: 0.21319566667079926 (0.19579386765951717) | > loss_disc_real_5: 0.1902344673871994 (0.20892380590820728) | > loss_0: 2.236093044281006 (2.2104703667876024) | > grad_norm_0: tensor(30.2635, device='cuda:0') (tensor(21.9886, device='cuda:0')) | > loss_gen: 2.7778756618499756 (2.762516965597739) | > loss_kl: 1.7729737758636475 (1.7352782903295574) | > loss_feat: 7.784342288970947 (8.273120652029528) | > loss_mel: 13.121406555175781 (13.11118998878446) | > loss_duration: 1.71498441696167 (1.6713378241051848) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.17158317565918 (27.553443780709138) | > grad_norm_1: tensor(412.9084, device='cuda:0') (tensor(381.0218, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8011 (0.8479406647867972) | > loader_time: 0.0094 (0.009860140420657727)  --> TIME: 2025-05-11 06:43:12 -- STEP: 512/725 -- GLOBAL_STEP: 313900 | > loss_disc: 2.224621295928955 (2.210647468222307) | > loss_disc_real_0: 0.1819123476743698 (0.13766486948588866) | > loss_disc_real_1: 0.1872902512550354 (0.1901570794580039) | > loss_disc_real_2: 0.18745967745780945 (0.18903274447075086) | > loss_disc_real_3: 0.2438066601753235 (0.2055264040536713) | > loss_disc_real_4: 0.15600714087486267 (0.19584669973119162) | > loss_disc_real_5: 0.16733576357364655 (0.20883396986755545) | > loss_0: 2.224621295928955 (2.210647468222307) | > grad_norm_0: tensor(24.2640, device='cuda:0') (tensor(21.5437, device='cuda:0')) | > loss_gen: 2.796355962753296 (2.758691153023392) | > loss_kl: 1.7400308847427368 (1.7338509082328528) | > loss_feat: 7.375844955444336 (8.247673435136676) | > loss_mel: 12.17326831817627 (13.089463474228978) | > loss_duration: 1.6333694458007812 (1.6720933027099822) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.718870162963867 (27.501772329211235) | > grad_norm_1: tensor(183.7014, device='cuda:0') (tensor(376.3505, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8363 (0.8472918942570687) | > loader_time: 0.0098 (0.009848638903349635)  --> TIME: 2025-05-11 06:43:56 -- STEP: 562/725 -- GLOBAL_STEP: 313950 | > loss_disc: 2.2402377128601074 (2.208938314609258) | > loss_disc_real_0: 0.15899808704853058 (0.13762212722326936) | > loss_disc_real_1: 0.19214370846748352 (0.19001960664245163) | > loss_disc_real_2: 0.1982455551624298 (0.18909591526535477) | > loss_disc_real_3: 0.183159738779068 (0.20537996827707602) | > loss_disc_real_4: 0.18978962302207947 (0.19566499163459636) | > loss_disc_real_5: 0.21360141038894653 (0.208703769165426) | > loss_0: 2.2402377128601074 (2.208938314609258) | > grad_norm_0: tensor(51.8692, device='cuda:0') (tensor(21.6625, device='cuda:0')) | > loss_gen: 2.6973764896392822 (2.7607629901573754) | > loss_kl: 1.679537057876587 (1.731583278798548) | > loss_feat: 8.08586597442627 (8.255851932267701) | > loss_mel: 12.075448036193848 (13.092324964516528) | > loss_duration: 1.6412761211395264 (1.6718878372708255) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.179502487182617 (27.512411049676544) | > grad_norm_1: tensor(513.1362, device='cuda:0') (tensor(380.7011, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8864 (0.8475529243937591) | > loader_time: 0.0093 (0.009827882793874497)  --> TIME: 2025-05-11 06:44:39 -- STEP: 612/725 -- GLOBAL_STEP: 314000 | > loss_disc: 2.1358323097229004 (2.209158258305657) | > loss_disc_real_0: 0.14277490973472595 (0.13765385110247746) | > loss_disc_real_1: 0.1516391783952713 (0.19013546920971938) | > loss_disc_real_2: 0.18023015558719635 (0.18886324132676988) | > loss_disc_real_3: 0.19936329126358032 (0.20539944577548241) | > loss_disc_real_4: 0.17931735515594482 (0.19572388232241264) | > loss_disc_real_5: 0.20565514266490936 (0.2086304254537704) | > loss_0: 2.1358323097229004 (2.209158258305657) | > grad_norm_0: tensor(23.2629, device='cuda:0') (tensor(21.7805, device='cuda:0')) | > loss_gen: 2.818145751953125 (2.7586664686015996) | > loss_kl: 1.8009638786315918 (1.7319978294419307) | > loss_feat: 8.576245307922363 (8.243361786300067) | > loss_mel: 13.765113830566406 (13.062003445781137) | > loss_duration: 1.603774070739746 (1.6715476542126897) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.56424331665039 (27.467577223684284) | > grad_norm_1: tensor(507.7168, device='cuda:0') (tensor(383.5359, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.7997 (0.8476310391831239) | > loader_time: 0.0095 (0.009806896736419272) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_314000.pth  --> TIME: 2025-05-11 06:45:24 -- STEP: 662/725 -- GLOBAL_STEP: 314050 | > loss_disc: 2.2201900482177734 (2.2098735660944846) | > loss_disc_real_0: 0.1743345558643341 (0.13795118647264568) | > loss_disc_real_1: 0.21390016376972198 (0.19020645052554747) | > loss_disc_real_2: 0.21277867257595062 (0.18890690799025958) | > loss_disc_real_3: 0.22301200032234192 (0.2054927767538592) | > loss_disc_real_4: 0.2136610895395279 (0.19587511488228046) | > loss_disc_real_5: 0.20761704444885254 (0.20843275762486674) | > loss_0: 2.2201900482177734 (2.2098735660944846) | > grad_norm_0: tensor(32.4092, device='cuda:0') (tensor(21.9497, device='cuda:0')) | > loss_gen: 2.767322063446045 (2.758811694617716) | > loss_kl: 1.6433240175247192 (1.7322054726839786) | > loss_feat: 8.621338844299316 (8.23415632190301) | > loss_mel: 13.539959907531738 (13.0532961784893) | > loss_duration: 1.683951497077942 (1.6718752729928745) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.255897521972656 (27.45034499903101) | > grad_norm_1: tensor(502.3232, device='cuda:0') (tensor(387.0520, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8786 (0.8473903009178412) | > loader_time: 0.0101 (0.00981438231972409)  --> TIME: 2025-05-11 06:46:07 -- STEP: 712/725 -- GLOBAL_STEP: 314100 | > loss_disc: 2.2886109352111816 (2.2097731746649485) | > loss_disc_real_0: 0.15468575060367584 (0.13806226967802548) | > loss_disc_real_1: 0.18699347972869873 (0.19028839983799484) | > loss_disc_real_2: 0.18307046592235565 (0.18879419893779772) | > loss_disc_real_3: 0.20493702590465546 (0.20537985754565577) | > loss_disc_real_4: 0.1999080330133438 (0.1956449229312077) | > loss_disc_real_5: 0.22831110656261444 (0.20849717655376102) | > loss_0: 2.2886109352111816 (2.2097731746649485) | > grad_norm_0: tensor(13.8404, device='cuda:0') (tensor(21.9949, device='cuda:0')) | > loss_gen: 2.6534907817840576 (2.75754250669747) | > loss_kl: 1.5621412992477417 (1.7316971185167185) | > loss_feat: 6.983659744262695 (8.231844490163782) | > loss_mel: 12.335972785949707 (13.043385369054393) | > loss_duration: 1.6621062755584717 (1.6716035043590525) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.197370529174805 (27.43607302730004) | > grad_norm_1: tensor(467.7604, device='cuda:0') (tensor(387.5827, device='cuda:0')) | > current_lr_0: 0.0001909839672636292 | > current_lr_1: 0.0001909839672636292 | > step_time: 0.8128 (0.8476986332555831) | > loader_time: 0.0094 (0.009808498487043908)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.476912021636963 (2.476912021636963) | > loss_disc_real_0: 0.21054291725158691 (0.21054291725158691) | > loss_disc_real_1: 0.23977015912532806 (0.23977015912532806) | > loss_disc_real_2: 0.22107765078544617 (0.22107765078544617) | > loss_disc_real_3: 0.24662716686725616 (0.24662716686725616) | > loss_disc_real_4: 0.2447737157344818 (0.2447737157344818) | > loss_disc_real_5: 0.2607816457748413 (0.2607816457748413) | > loss_0: 2.476912021636963 (2.476912021636963) | > loss_gen: 2.723878860473633 (2.723878860473633) | > loss_kl: 2.0696747303009033 (2.0696747303009033) | > loss_feat: 6.26622200012207 (6.26622200012207) | > loss_mel: 10.766773223876953 (10.766773223876953) | > loss_duration: 1.7293184995651245 (1.7293184995651245) | > loss_1: 23.555866241455078 (23.555866241455078)  --> STEP: 1 | > loss_disc: 2.2692718505859375 (2.2692718505859375) | > loss_disc_real_0: 0.1705273538827896 (0.1705273538827896) | > loss_disc_real_1: 0.2602655589580536 (0.2602655589580536) | > loss_disc_real_2: 0.22285054624080658 (0.22285054624080658) | > loss_disc_real_3: 0.23592530190944672 (0.23592530190944672) | > loss_disc_real_4: 0.25199609994888306 (0.25199609994888306) | > loss_disc_real_5: 0.2569851875305176 (0.2569851875305176) | > loss_0: 2.2692718505859375 (2.2692718505859375) | > loss_gen: 3.310964345932007 (3.310964345932007) | > loss_kl: 1.9120087623596191 (1.9120087623596191) | > loss_feat: 8.958148002624512 (8.958148002624512) | > loss_mel: 13.998147964477539 (13.998147964477539) | > loss_duration: 1.8238792419433594 (1.8238792419433594) | > loss_1: 30.003149032592773 (30.003149032592773)  --> STEP: 2 | > loss_disc: 2.379549264907837 (2.324410557746887) | > loss_disc_real_0: 0.1881377100944519 (0.17933253198862076) | > loss_disc_real_1: 0.251412034034729 (0.2558387964963913) | > loss_disc_real_2: 0.2161691039800644 (0.21950982511043549) | > loss_disc_real_3: 0.2443537563085556 (0.24013952910900116) | > loss_disc_real_4: 0.2532678544521332 (0.2526319772005081) | > loss_disc_real_5: 0.2565493583679199 (0.25676727294921875) | > loss_0: 2.379549264907837 (2.324410557746887) | > loss_gen: 2.976919651031494 (3.1439419984817505) | > loss_kl: 2.0801079273223877 (1.9960583448410034) | > loss_feat: 7.469865322113037 (8.214006662368774) | > loss_mel: 12.117365837097168 (13.057756900787354) | > loss_duration: 1.8741886615753174 (1.8490339517593384) | > loss_1: 26.518447875976562 (28.260798454284668)  --> STEP: 3 | > loss_disc: 2.2457945346832275 (2.2982052167256675) | > loss_disc_real_0: 0.15185877680778503 (0.17017461359500885) | > loss_disc_real_1: 0.23149473965168 (0.24772411088148752) | > loss_disc_real_2: 0.21718737483024597 (0.21873567501703897) | > loss_disc_real_3: 0.2534991502761841 (0.2445927361647288) | > loss_disc_real_4: 0.2348855435848236 (0.24671649932861328) | > loss_disc_real_5: 0.2581413686275482 (0.25722530484199524) | > loss_0: 2.2457945346832275 (2.2982052167256675) | > loss_gen: 3.1759071350097656 (3.154597043991089) | > loss_kl: 1.9917062520980835 (1.99460764726003) | > loss_feat: 8.431370735168457 (8.286461353302002) | > loss_mel: 13.492887496948242 (13.202800432840982) | > loss_duration: 1.834963083267212 (1.844343662261963) | > loss_1: 28.926834106445312 (28.482810338338215)  --> STEP: 4 | > loss_disc: 2.4055516719818115 (2.3250418305397034) | > loss_disc_real_0: 0.25734272599220276 (0.19196664169430733) | > loss_disc_real_1: 0.24632583558559418 (0.2473745420575142) | > loss_disc_real_2: 0.21731482446193695 (0.21838046237826347) | > loss_disc_real_3: 0.24118679761886597 (0.2437412515282631) | > loss_disc_real_4: 0.2423824667930603 (0.24563299119472504) | > loss_disc_real_5: 0.29640352725982666 (0.2670198604464531) | > loss_0: 2.4055516719818115 (2.3250418305397034) | > loss_gen: 3.0855796337127686 (3.137342691421509) | > loss_kl: 2.0024328231811523 (1.9965639412403107) | > loss_feat: 7.3483710289001465 (8.051938772201538) | > loss_mel: 13.697628021240234 (13.326507329940796) | > loss_duration: 1.7808763980865479 (1.8284768462181091) | > loss_1: 27.914886474609375 (28.340829372406006) --> EVAL PERFORMANCE | > avg_loader_time: 0.2831038236618042 (+0.0014249086380004883) | > avg_loss_disc: 2.3250418305397034 (+0.12605851888656616) | > avg_loss_disc_real_0: 0.19196664169430733 (+0.007918871939182281) | > avg_loss_disc_real_1: 0.2473745420575142 (+0.04749929904937744) | > avg_loss_disc_real_2: 0.21838046237826347 (+0.051106471568346024) | > avg_loss_disc_real_3: 0.2437412515282631 (-0.02434464544057846) | > avg_loss_disc_real_4: 0.24563299119472504 (+0.020848795771598816) | > avg_loss_disc_real_5: 0.2670198604464531 (+0.056494973599910736) | > avg_loss_0: 2.3250418305397034 (+0.12605851888656616) | > avg_loss_gen: 3.137342691421509 (+0.2101665735244751) | > avg_loss_kl: 1.9965639412403107 (-0.056192249059677124) | > avg_loss_feat: 8.051938772201538 (-0.5355880260467529) | > avg_loss_mel: 13.326507329940796 (-0.8630204200744629) | > avg_loss_duration: 1.8284768462181091 (+9.492039680480957e-05) | > avg_loss_1: 28.340829372406006 (-1.2445387840270996)  > EPOCH: 370/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 06:46:24)   --> TIME: 2025-05-11 06:46:59 -- STEP: 37/725 -- GLOBAL_STEP: 314150 | > loss_disc: 2.261322259902954 (2.2116987898543075) | > loss_disc_real_0: 0.10725623369216919 (0.13469830296329552) | > loss_disc_real_1: 0.1926220804452896 (0.1913847915224127) | > loss_disc_real_2: 0.2130156308412552 (0.18781127156438057) | > loss_disc_real_3: 0.21670576930046082 (0.2060478921677615) | > loss_disc_real_4: 0.18265551328659058 (0.19801448889680812) | > loss_disc_real_5: 0.2203340232372284 (0.21420824044459574) | > loss_0: 2.261322259902954 (2.2116987898543075) | > grad_norm_0: tensor(27.1452, device='cuda:0') (tensor(21.1124, device='cuda:0')) | > loss_gen: 2.783848762512207 (2.73160339046169) | > loss_kl: 1.7338508367538452 (1.7661648537661578) | > loss_feat: 8.064806938171387 (8.241720792409536) | > loss_mel: 13.05099105834961 (13.249018127853805) | > loss_duration: 1.6605992317199707 (1.6683709846960533) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.29409408569336 (27.656878136299753) | > grad_norm_1: tensor(486.2523, device='cuda:0') (tensor(372.2953, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8687 (0.8538634261569461) | > loader_time: 0.0101 (0.010363810771220438)  --> TIME: 2025-05-11 06:47:42 -- STEP: 87/725 -- GLOBAL_STEP: 314200 | > loss_disc: 2.230651378631592 (2.2079390547741427) | > loss_disc_real_0: 0.17007175087928772 (0.13811031711855154) | > loss_disc_real_1: 0.2139393836259842 (0.1905273649541811) | > loss_disc_real_2: 0.17467422783374786 (0.18816977191245418) | > loss_disc_real_3: 0.2051389515399933 (0.2062862621641707) | > loss_disc_real_4: 0.19737428426742554 (0.19505052148610696) | > loss_disc_real_5: 0.22252902388572693 (0.21084810125416723) | > loss_0: 2.230651378631592 (2.2079390547741427) | > grad_norm_0: tensor(18.5719, device='cuda:0') (tensor(22.7262, device='cuda:0')) | > loss_gen: 2.6544837951660156 (2.7495258402550347) | > loss_kl: 1.705083966255188 (1.767638311989006) | > loss_feat: 7.496624946594238 (8.27182514914151) | > loss_mel: 12.359774589538574 (13.14519346171412) | > loss_duration: 1.643510341644287 (1.6686304492511967) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.859477996826172 (27.602813238385078) | > grad_norm_1: tensor(469.0055, device='cuda:0') (tensor(395.4344, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8081 (0.8558751933876125) | > loader_time: 0.0093 (0.010133762469236876)  --> TIME: 2025-05-11 06:48:25 -- STEP: 137/725 -- GLOBAL_STEP: 314250 | > loss_disc: 2.155925750732422 (2.2073869444157954) | > loss_disc_real_0: 0.10047958791255951 (0.13752085775354478) | > loss_disc_real_1: 0.18316525220870972 (0.18994879831362815) | > loss_disc_real_2: 0.17208358645439148 (0.18831108379973113) | > loss_disc_real_3: 0.20766887068748474 (0.20582996036884557) | > loss_disc_real_4: 0.18201196193695068 (0.1945161314776344) | > loss_disc_real_5: 0.19864347577095032 (0.20952541484449902) | > loss_0: 2.155925750732422 (2.2073869444157954) | > grad_norm_0: tensor(12.1338, device='cuda:0') (tensor(22.4548, device='cuda:0')) | > loss_gen: 2.9272348880767822 (2.758460923703047) | > loss_kl: 1.6554728746414185 (1.7491646404684025) | > loss_feat: 8.720272064208984 (8.259830575789849) | > loss_mel: 13.292224884033203 (13.14685093399382) | > loss_duration: 1.6589195728302002 (1.6695176519616677) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.25412368774414 (27.583824672838198) | > grad_norm_1: tensor(266.3233, device='cuda:0') (tensor(404.6004, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8107 (0.8522367390402912) | > loader_time: 0.009 (0.009943500922544158)  --> TIME: 2025-05-11 06:49:08 -- STEP: 187/725 -- GLOBAL_STEP: 314300 | > loss_disc: 2.1785056591033936 (2.208447170767555) | > loss_disc_real_0: 0.14079312980175018 (0.13775058122560926) | > loss_disc_real_1: 0.21108940243721008 (0.19023455113650642) | > loss_disc_real_2: 0.17575636506080627 (0.1882790897619278) | > loss_disc_real_3: 0.1825474202632904 (0.2055977703256403) | > loss_disc_real_4: 0.1556505709886551 (0.1945334467339644) | > loss_disc_real_5: 0.1749761551618576 (0.20976736137573732) | > loss_0: 2.1785056591033936 (2.208447170767555) | > grad_norm_0: tensor(19.2599, device='cuda:0') (tensor(20.7143, device='cuda:0')) | > loss_gen: 2.7072970867156982 (2.7527927141138577) | > loss_kl: 1.7000761032104492 (1.7422259606142094) | > loss_feat: 8.960441589355469 (8.273482720482155) | > loss_mel: 13.40518856048584 (13.136073234884497) | > loss_duration: 1.687929391860962 (1.67052823528249) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.4609317779541 (27.57510274999282) | > grad_norm_1: tensor(477.3211, device='cuda:0') (tensor(378.2879, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8605 (0.8508889024907891) | > loader_time: 0.01 (0.009919705875417122)  --> TIME: 2025-05-11 06:49:51 -- STEP: 237/725 -- GLOBAL_STEP: 314350 | > loss_disc: 2.1729674339294434 (2.205635298153517) | > loss_disc_real_0: 0.10452495515346527 (0.13780486448530394) | > loss_disc_real_1: 0.18793894350528717 (0.18991463496212216) | > loss_disc_real_2: 0.17330050468444824 (0.18799088436339978) | > loss_disc_real_3: 0.23713554441928864 (0.20563558831748077) | > loss_disc_real_4: 0.18296653032302856 (0.19458236114636762) | > loss_disc_real_5: 0.21208052337169647 (0.20917240099564885) | > loss_0: 2.1729674339294434 (2.205635298153517) | > grad_norm_0: tensor(25.1149, device='cuda:0') (tensor(20.6054, device='cuda:0')) | > loss_gen: 2.9220991134643555 (2.7566904750051378) | > loss_kl: 1.9584566354751587 (1.7424357435371303) | > loss_feat: 9.107351303100586 (8.287456466175836) | > loss_mel: 13.22453498840332 (13.110953685100572) | > loss_duration: 1.6404807567596436 (1.6705019494149251) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.852924346923828 (27.568038272455272) | > grad_norm_1: tensor(491.9119, device='cuda:0') (tensor(379.2715, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8213 (0.8499506727049622) | > loader_time: 0.0091 (0.009911245434596061)  --> TIME: 2025-05-11 06:50:34 -- STEP: 287/725 -- GLOBAL_STEP: 314400 | > loss_disc: 2.2288198471069336 (2.2054629371556653) | > loss_disc_real_0: 0.09842923283576965 (0.13721765593369237) | > loss_disc_real_1: 0.20762954652309418 (0.18988517378473121) | > loss_disc_real_2: 0.19957885146141052 (0.18814887978681702) | > loss_disc_real_3: 0.19427214562892914 (0.2056763609838818) | > loss_disc_real_4: 0.19433191418647766 (0.19499429177739488) | > loss_disc_real_5: 0.21627277135849 (0.2089520816915127) | > loss_0: 2.2288198471069336 (2.2054629371556653) | > grad_norm_0: tensor(27.8808, device='cuda:0') (tensor(21.3286, device='cuda:0')) | > loss_gen: 2.8186287879943848 (2.7612715232663043) | > loss_kl: 1.7322601079940796 (1.7458820039802312) | > loss_feat: 8.443268775939941 (8.28764936400623) | > loss_mel: 13.102879524230957 (13.09676291302937) | > loss_duration: 1.6902248859405518 (1.670129350668877) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.787261962890625 (27.56169513210602) | > grad_norm_1: tensor(497.5329, device='cuda:0') (tensor(386.7416, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.798 (0.8478175355997649) | > loader_time: 0.0098 (0.009966983197042747)  --> TIME: 2025-05-11 06:51:17 -- STEP: 337/725 -- GLOBAL_STEP: 314450 | > loss_disc: 2.142091751098633 (2.206102694884958) | > loss_disc_real_0: 0.09984982758760452 (0.1375129340487347) | > loss_disc_real_1: 0.18263474106788635 (0.19003626730746265) | > loss_disc_real_2: 0.16065776348114014 (0.18853989216977113) | > loss_disc_real_3: 0.19607789814472198 (0.20563041173385932) | > loss_disc_real_4: 0.184494748711586 (0.19485158157101026) | > loss_disc_real_5: 0.18802466988563538 (0.20835430880328668) | > loss_0: 2.142091751098633 (2.206102694884958) | > grad_norm_0: tensor(29.9230, device='cuda:0') (tensor(21.6242, device='cuda:0')) | > loss_gen: 2.9229228496551514 (2.7644878141250375) | > loss_kl: 1.6569026708602905 (1.7395187648184576) | > loss_feat: 9.550243377685547 (8.282878596987851) | > loss_mel: 15.730382919311523 (13.081198613084743) | > loss_duration: 1.6621477603912354 (1.6699339494507104) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.522598266601562 (27.53801770875291) | > grad_norm_1: tensor(515.4894, device='cuda:0') (tensor(394.5798, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.883 (0.8469168397014852) | > loader_time: 0.0122 (0.009933528985043308)  --> TIME: 2025-05-11 06:52:00 -- STEP: 387/725 -- GLOBAL_STEP: 314500 | > loss_disc: 2.1836016178131104 (2.206833417101422) | > loss_disc_real_0: 0.1272081434726715 (0.13800543979849916) | > loss_disc_real_1: 0.1922234296798706 (0.1903565634975754) | > loss_disc_real_2: 0.18316277861595154 (0.18855740957789935) | > loss_disc_real_3: 0.20570866763591766 (0.2053192679118124) | > loss_disc_real_4: 0.18930518627166748 (0.19487345322620045) | > loss_disc_real_5: 0.19438350200653076 (0.208233131880292) | > loss_0: 2.1836016178131104 (2.206833417101422) | > grad_norm_0: tensor(43.1093, device='cuda:0') (tensor(21.9598, device='cuda:0')) | > loss_gen: 2.7316813468933105 (2.76327105578834) | > loss_kl: 1.5962668657302856 (1.738121451641546) | > loss_feat: 7.945959091186523 (8.266939743544704) | > loss_mel: 13.130025863647461 (13.06419479754544) | > loss_duration: 1.7466332912445068 (1.6700035940461069) | > amp_scaler: 256.0 (261.29198966408273) | > loss_1: 27.15056800842285 (27.50253062778049) | > grad_norm_1: tensor(261.2772, device='cuda:0') (tensor(398.6568, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8643 (0.84661745285803) | > loader_time: 0.0097 (0.009920175685439)  --> TIME: 2025-05-11 06:52:43 -- STEP: 437/725 -- GLOBAL_STEP: 314550 | > loss_disc: 2.0942776203155518 (2.2040403519396903) | > loss_disc_real_0: 0.12676814198493958 (0.13733569225743913) | > loss_disc_real_1: 0.18632769584655762 (0.19021663485729998) | > loss_disc_real_2: 0.18120558559894562 (0.18838267417057689) | > loss_disc_real_3: 0.20689554512500763 (0.205026089565432) | > loss_disc_real_4: 0.18449625372886658 (0.19475030125005846) | > loss_disc_real_5: 0.2185046225786209 (0.20796107540005132) | > loss_0: 2.0942776203155518 (2.2040403519396903) | > grad_norm_0: tensor(24.6497, device='cuda:0') (tensor(21.7683, device='cuda:0')) | > loss_gen: 3.1415436267852783 (2.7659865893270106) | > loss_kl: 1.7009050846099854 (1.7381207779288566) | > loss_feat: 9.775494575500488 (8.278375405195922) | > loss_mel: 14.732653617858887 (13.066097338085044) | > loss_duration: 1.6419475078582764 (1.669954614726575) | > amp_scaler: 256.0 (260.6864988558353) | > loss_1: 30.992544174194336 (27.51853471053274) | > grad_norm_1: tensor(604.7326, device='cuda:0') (tensor(404.4447, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8903 (0.8467319344492196) | > loader_time: 0.0101 (0.009948352381621128)  --> TIME: 2025-05-11 06:53:26 -- STEP: 487/725 -- GLOBAL_STEP: 314600 | > loss_disc: 2.261423349380493 (2.204567940817719) | > loss_disc_real_0: 0.170992910861969 (0.1373936751784729) | > loss_disc_real_1: 0.1929626315832138 (0.19021754575705874) | > loss_disc_real_2: 0.19391396641731262 (0.18828439663567814) | > loss_disc_real_3: 0.21752780675888062 (0.20504916258905945) | > loss_disc_real_4: 0.18417887389659882 (0.19482403595834302) | > loss_disc_real_5: 0.22097839415073395 (0.20836717924542986) | > loss_0: 2.261423349380493 (2.204567940817719) | > grad_norm_0: tensor(17.8186, device='cuda:0') (tensor(21.5807, device='cuda:0')) | > loss_gen: 2.7191832065582275 (2.763336203181523) | > loss_kl: 1.4967505931854248 (1.7347380047706118) | > loss_feat: 8.080099105834961 (8.268572540009048) | > loss_mel: 11.88398551940918 (13.067245273864245) | > loss_duration: 1.6502301692962646 (1.6706472960830467) | > amp_scaler: 256.0 (260.2053388090349) | > loss_1: 25.83024787902832 (27.504539309585855) | > grad_norm_1: tensor(411.7660, device='cuda:0') (tensor(400.2958, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8109 (0.8472705876313193) | > loader_time: 0.0093 (0.009978652734776052)  --> TIME: 2025-05-11 06:54:09 -- STEP: 537/725 -- GLOBAL_STEP: 314650 | > loss_disc: 2.1760642528533936 (2.2047834625013247) | > loss_disc_real_0: 0.1242586299777031 (0.13746318807981522) | > loss_disc_real_1: 0.20549342036247253 (0.19024758459913443) | > loss_disc_real_2: 0.1876952052116394 (0.18817773142229458) | > loss_disc_real_3: 0.196694478392601 (0.20500244866203327) | > loss_disc_real_4: 0.19990217685699463 (0.19492699100429572) | > loss_disc_real_5: 0.18066218495368958 (0.20841257301899752) | > loss_0: 2.1760642528533936 (2.2047834625013247) | > grad_norm_0: tensor(21.3162, device='cuda:0') (tensor(21.4327, device='cuda:0')) | > loss_gen: 2.6966423988342285 (2.7611439179219786) | > loss_kl: 1.6705498695373535 (1.7319066635501232) | > loss_feat: 8.491496086120605 (8.266023571042819) | > loss_mel: 12.500565528869629 (13.064191038604111) | > loss_duration: 1.6996588706970215 (1.6709389100527627) | > amp_scaler: 256.0 (259.81378026070774) | > loss_1: 27.058914184570312 (27.494204110939414) | > grad_norm_1: tensor(534.8234, device='cuda:0') (tensor(396.9126, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8439 (0.8466144336224488) | > loader_time: 0.0098 (0.009993617095094819)  --> TIME: 2025-05-11 06:54:52 -- STEP: 587/725 -- GLOBAL_STEP: 314700 | > loss_disc: 2.0408549308776855 (2.2057043029664913) | > loss_disc_real_0: 0.10188331454992294 (0.13768852759768235) | > loss_disc_real_1: 0.18690955638885498 (0.19029687583649588) | > loss_disc_real_2: 0.1582033783197403 (0.18817828920569887) | > loss_disc_real_3: 0.19936051964759827 (0.20502572705940658) | > loss_disc_real_4: 0.18846982717514038 (0.194944923511965) | > loss_disc_real_5: 0.194109246134758 (0.20849051868489085) | > loss_0: 2.0408549308776855 (2.2057043029664913) | > grad_norm_0: tensor(12.7413, device='cuda:0') (tensor(21.2731, device='cuda:0')) | > loss_gen: 3.229736566543579 (2.759871307792208) | > loss_kl: 1.6839182376861572 (1.7319356698599957) | > loss_feat: 9.78874683380127 (8.255724071034786) | > loss_mel: 14.967324256896973 (13.039519347364696) | > loss_duration: 1.6493232250213623 (1.6705901673542785) | > amp_scaler: 256.0 (259.4889267461671) | > loss_1: 31.319047927856445 (27.45764057477857) | > grad_norm_1: tensor(315.2696, device='cuda:0') (tensor(393.5847, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8621 (0.8463924166697252) | > loader_time: 0.0096 (0.009971678764694186)  --> TIME: 2025-05-11 06:55:35 -- STEP: 637/725 -- GLOBAL_STEP: 314750 | > loss_disc: 2.2746071815490723 (2.204854944811509) | > loss_disc_real_0: 0.19885337352752686 (0.13771398338595955) | > loss_disc_real_1: 0.1698330193758011 (0.19013359504086635) | > loss_disc_real_2: 0.18750576674938202 (0.18812214025242166) | > loss_disc_real_3: 0.19516593217849731 (0.20501305644796633) | > loss_disc_real_4: 0.2093472182750702 (0.19507343697491777) | > loss_disc_real_5: 0.20723675191402435 (0.20837187142443245) | > loss_0: 2.2746071815490723 (2.204854944811509) | > grad_norm_0: tensor(41.4600, device='cuda:0') (tensor(21.1888, device='cuda:0')) | > loss_gen: 2.6802167892456055 (2.760221872075196) | > loss_kl: 1.809691071510315 (1.7318479764031098) | > loss_feat: 7.757317066192627 (8.253594528000626) | > loss_mel: 12.396357536315918 (13.04205751793351) | > loss_duration: 1.6322965621948242 (1.670593486101698) | > amp_scaler: 256.0 (259.2150706436425) | > loss_1: 26.27587890625 (27.458315386689815) | > grad_norm_1: tensor(174.7360, device='cuda:0') (tensor(390.3682, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8371 (0.846221234397948) | > loader_time: 0.0106 (0.00998235459978951)  --> TIME: 2025-05-11 06:56:17 -- STEP: 687/725 -- GLOBAL_STEP: 314800 | > loss_disc: 2.1138370037078857 (2.2047788047027) | > loss_disc_real_0: 0.11188404262065887 (0.13763764891041405) | > loss_disc_real_1: 0.19477154314517975 (0.18993939812873994) | > loss_disc_real_2: 0.15963147580623627 (0.18831767371735017) | > loss_disc_real_3: 0.20721863210201263 (0.2049664328799324) | > loss_disc_real_4: 0.172165647149086 (0.1951931605909937) | > loss_disc_real_5: 0.1581287831068039 (0.20815137243427043) | > loss_0: 2.1138370037078857 (2.2047788047027) | > grad_norm_0: tensor(12.0423, device='cuda:0') (tensor(21.1143, device='cuda:0')) | > loss_gen: 2.788097381591797 (2.7612252592866917) | > loss_kl: 1.491166114807129 (1.7317476388842439) | > loss_feat: 9.248106002807617 (8.252271782709876) | > loss_mel: 13.86121940612793 (13.05285145344519) | > loss_duration: 1.6926394701004028 (1.670600560381249) | > amp_scaler: 256.0 (258.98107714701644) | > loss_1: 29.081228256225586 (27.468696696963026) | > grad_norm_1: tensor(191.2343, device='cuda:0') (tensor(388.3120, device='cuda:0')) | > current_lr_0: 0.00019096009426772123 | > current_lr_1: 0.00019096009426772123 | > step_time: 0.8491 (0.8455174802172132) | > loader_time: 0.01 (0.009981418454143857)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.196915626525879 (2.196915626525879) | > loss_disc_real_0: 0.13136306405067444 (0.13136306405067444) | > loss_disc_real_1: 0.20557306706905365 (0.20557306706905365) | > loss_disc_real_2: 0.2027556449174881 (0.2027556449174881) | > loss_disc_real_3: 0.2166416198015213 (0.2166416198015213) | > loss_disc_real_4: 0.16158010065555573 (0.16158010065555573) | > loss_disc_real_5: 0.22856147587299347 (0.22856147587299347) | > loss_0: 2.196915626525879 (2.196915626525879) | > loss_gen: 2.783325433731079 (2.783325433731079) | > loss_kl: 2.2861454486846924 (2.2861454486846924) | > loss_feat: 8.790975570678711 (8.790975570678711) | > loss_mel: 13.878096580505371 (13.878096580505371) | > loss_duration: 1.7224161624908447 (1.7224161624908447) | > loss_1: 29.46095848083496 (29.46095848083496)  --> STEP: 1 | > loss_disc: 2.1853747367858887 (2.1853747367858887) | > loss_disc_real_0: 0.10924523323774338 (0.10924523323774338) | > loss_disc_real_1: 0.2016342282295227 (0.2016342282295227) | > loss_disc_real_2: 0.2131657898426056 (0.2131657898426056) | > loss_disc_real_3: 0.20973633229732513 (0.20973633229732513) | > loss_disc_real_4: 0.14745259284973145 (0.14745259284973145) | > loss_disc_real_5: 0.20780032873153687 (0.20780032873153687) | > loss_0: 2.1853747367858887 (2.1853747367858887) | > loss_gen: 2.6151344776153564 (2.6151344776153564) | > loss_kl: 2.2238380908966064 (2.2238380908966064) | > loss_feat: 8.399494171142578 (8.399494171142578) | > loss_mel: 13.278589248657227 (13.278589248657227) | > loss_duration: 1.827439785003662 (1.827439785003662) | > loss_1: 28.34449577331543 (28.34449577331543)  --> STEP: 2 | > loss_disc: 2.2640151977539062 (2.2246949672698975) | > loss_disc_real_0: 0.12508969008922577 (0.11716746166348457) | > loss_disc_real_1: 0.20704694092273712 (0.2043405845761299) | > loss_disc_real_2: 0.20488734543323517 (0.20902656763792038) | > loss_disc_real_3: 0.23937192559242249 (0.2245541289448738) | > loss_disc_real_4: 0.17186172306537628 (0.15965715795755386) | > loss_disc_real_5: 0.2365272343158722 (0.22216378152370453) | > loss_0: 2.2640151977539062 (2.2246949672698975) | > loss_gen: 2.6755483150482178 (2.645341396331787) | > loss_kl: 2.0609586238861084 (2.1423983573913574) | > loss_feat: 8.598136901855469 (8.498815536499023) | > loss_mel: 13.503630638122559 (13.391109943389893) | > loss_duration: 1.875927209854126 (1.851683497428894) | > loss_1: 28.714202880859375 (28.529349327087402)  --> STEP: 3 | > loss_disc: 2.3342247009277344 (2.2612048784891763) | > loss_disc_real_0: 0.12432355433702469 (0.11955282588799794) | > loss_disc_real_1: 0.23061303794384003 (0.2130980690320333) | > loss_disc_real_2: 0.20059233903884888 (0.20621515810489655) | > loss_disc_real_3: 0.22614078223705292 (0.2250830133756002) | > loss_disc_real_4: 0.15845279395580292 (0.15925570329030356) | > loss_disc_real_5: 0.21579597890377045 (0.22004118065039316) | > loss_0: 2.3342247009277344 (2.2612048784891763) | > loss_gen: 2.4434385299682617 (2.578040440877279) | > loss_kl: 2.006333112716675 (2.09704327583313) | > loss_feat: 6.874815464019775 (7.9574821790059405) | > loss_mel: 12.058510780334473 (12.94691022237142) | > loss_duration: 1.8102800846099854 (1.837882359822591) | > loss_1: 25.193378448486328 (27.41735903422038)  --> STEP: 4 | > loss_disc: 2.1547908782958984 (2.234601378440857) | > loss_disc_real_0: 0.10115688294172287 (0.11495384015142918) | > loss_disc_real_1: 0.22545340657234192 (0.21618690341711044) | > loss_disc_real_2: 0.18561477959156036 (0.2010650634765625) | > loss_disc_real_3: 0.1900489330291748 (0.21632449328899384) | > loss_disc_real_4: 0.15095803141593933 (0.1571812853217125) | > loss_disc_real_5: 0.2419271320104599 (0.22551266849040985) | > loss_0: 2.1547908782958984 (2.234601378440857) | > loss_gen: 2.65459942817688 (2.597180187702179) | > loss_kl: 1.976158857345581 (2.0668221712112427) | > loss_feat: 8.445398330688477 (8.079461216926575) | > loss_mel: 13.369178771972656 (13.052477359771729) | > loss_duration: 1.7648193836212158 (1.8196166157722473) | > loss_1: 28.21015739440918 (27.615558624267578) --> EVAL PERFORMANCE | > avg_loader_time: 0.2824649214744568 (-0.0006389021873474121) | > avg_loss_disc: 2.234601378440857 (-0.09044045209884644) | > avg_loss_disc_real_0: 0.11495384015142918 (-0.07701280154287815) | > avg_loss_disc_real_1: 0.21618690341711044 (-0.031187638640403748) | > avg_loss_disc_real_2: 0.2010650634765625 (-0.017315398901700974) | > avg_loss_disc_real_3: 0.21632449328899384 (-0.027416758239269257) | > avg_loss_disc_real_4: 0.1571812853217125 (-0.08845170587301254) | > avg_loss_disc_real_5: 0.22551266849040985 (-0.04150719195604324) | > avg_loss_0: 2.234601378440857 (-0.09044045209884644) | > avg_loss_gen: 2.597180187702179 (-0.5401625037193298) | > avg_loss_kl: 2.0668221712112427 (+0.070258229970932) | > avg_loss_feat: 8.079461216926575 (+0.02752244472503662) | > avg_loss_mel: 13.052477359771729 (-0.2740299701690674) | > avg_loss_duration: 1.8196166157722473 (-0.008860230445861816) | > avg_loss_1: 27.615558624267578 (-0.7252707481384277)  > EPOCH: 371/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 06:56:56)   --> TIME: 2025-05-11 06:57:09 -- STEP: 12/725 -- GLOBAL_STEP: 314850 | > loss_disc: 2.1978793144226074 (2.2149869004885354) | > loss_disc_real_0: 0.14544124901294708 (0.14441651230057082) | > loss_disc_real_1: 0.2066074013710022 (0.1906890720129013) | > loss_disc_real_2: 0.19850017130374908 (0.18517698968450227) | > loss_disc_real_3: 0.2131185680627823 (0.20534575482209524) | > loss_disc_real_4: 0.18543457984924316 (0.1971015172700087) | > loss_disc_real_5: 0.18589018285274506 (0.2104525255660216) | > loss_0: 2.1978793144226074 (2.2149869004885354) | > grad_norm_0: tensor(27.6987, device='cuda:0') (tensor(17.4604, device='cuda:0')) | > loss_gen: 2.785142660140991 (2.736114025115967) | > loss_kl: 1.690480351448059 (1.745019257068634) | > loss_feat: 9.163620948791504 (8.150664607683817) | > loss_mel: 14.19852066040039 (13.072094599405924) | > loss_duration: 1.6945362091064453 (1.6736699044704437) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.53230094909668 (27.377562363942463) | > grad_norm_1: tensor(605.6906, device='cuda:0') (tensor(319.5614, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8354 (0.8322698871294657) | > loader_time: 0.011 (0.010702590147654215)  --> TIME: 2025-05-11 06:57:52 -- STEP: 62/725 -- GLOBAL_STEP: 314900 | > loss_disc: 2.262948513031006 (2.2251453322748995) | > loss_disc_real_0: 0.10717849433422089 (0.14095566565951992) | > loss_disc_real_1: 0.21624520421028137 (0.19270928252127864) | > loss_disc_real_2: 0.18805202841758728 (0.18897361476575175) | > loss_disc_real_3: 0.20598524808883667 (0.20725415622995746) | > loss_disc_real_4: 0.1923506259918213 (0.19643375589962928) | > loss_disc_real_5: 0.18897217512130737 (0.20997349845786248) | > loss_0: 2.262948513031006 (2.2251453322748995) | > grad_norm_0: tensor(35.6913, device='cuda:0') (tensor(21.4055, device='cuda:0')) | > loss_gen: 2.567411422729492 (2.747352934652759) | > loss_kl: 1.4978108406066895 (1.7148564573257201) | > loss_feat: 8.032443046569824 (8.19460253561697) | > loss_mel: 12.140503883361816 (12.968127635217481) | > loss_duration: 1.6986943483352661 (1.668470863373049) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.93686294555664 (27.293410424263246) | > grad_norm_1: tensor(457.3550, device='cuda:0') (tensor(361.9159, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8411 (0.8466436439944852) | > loader_time: 0.0095 (0.010981598208027502)  --> TIME: 2025-05-11 06:58:35 -- STEP: 112/725 -- GLOBAL_STEP: 314950 | > loss_disc: 2.1854257583618164 (2.2113637594240045) | > loss_disc_real_0: 0.10800117254257202 (0.13894059103248366) | > loss_disc_real_1: 0.191719189286232 (0.1906299081497959) | > loss_disc_real_2: 0.17169101536273956 (0.1881775325164199) | > loss_disc_real_3: 0.17735262215137482 (0.2059834800394518) | > loss_disc_real_4: 0.2063290923833847 (0.19504893744098292) | > loss_disc_real_5: 0.19531655311584473 (0.20956078078597784) | > loss_0: 2.1854257583618164 (2.2113637594240045) | > grad_norm_0: tensor(22.3624, device='cuda:0') (tensor(21.4760, device='cuda:0')) | > loss_gen: 2.8500704765319824 (2.7632645943335126) | > loss_kl: 1.4900554418563843 (1.7135426476597786) | > loss_feat: 8.917704582214355 (8.29319007481848) | > loss_mel: 14.267919540405273 (13.08496526309422) | > loss_duration: 1.6581084728240967 (1.6712765108261787) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.183856964111328 (27.526239156723022) | > grad_norm_1: tensor(579.5953, device='cuda:0') (tensor(371.5575, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8382 (0.8485933180366244) | > loader_time: 0.0096 (0.010892299669129506)  --> TIME: 2025-05-11 06:59:18 -- STEP: 162/725 -- GLOBAL_STEP: 315000 | > loss_disc: 2.1747918128967285 (2.2036027407940533) | > loss_disc_real_0: 0.19536283612251282 (0.13856553424287718) | > loss_disc_real_1: 0.19643431901931763 (0.19042204541188695) | > loss_disc_real_2: 0.17340587079524994 (0.18849882906601756) | > loss_disc_real_3: 0.21123021841049194 (0.20520372817545762) | > loss_disc_real_4: 0.14551717042922974 (0.19418399486644772) | > loss_disc_real_5: 0.21481569111347198 (0.20750174367869342) | > loss_0: 2.1747918128967285 (2.2036027407940533) | > grad_norm_0: tensor(31.6558, device='cuda:0') (tensor(21.1979, device='cuda:0')) | > loss_gen: 2.8928537368774414 (2.7709316603931384) | > loss_kl: 1.738932490348816 (1.7083438436190288) | > loss_feat: 8.746379852294922 (8.31991542415855) | > loss_mel: 14.15922737121582 (13.09658393742125) | > loss_duration: 1.6395161151885986 (1.6713811497629418) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.176908493041992 (27.56715608526159) | > grad_norm_1: tensor(394.9702, device='cuda:0') (tensor(372.1820, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8248 (0.8473540279600356) | > loader_time: 0.0098 (0.010893937982158897) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_315000.pth  --> TIME: 2025-05-11 07:00:04 -- STEP: 212/725 -- GLOBAL_STEP: 315050 | > loss_disc: 2.209913492202759 (2.202546112942247) | > loss_disc_real_0: 0.1704472005367279 (0.13913885855449815) | > loss_disc_real_1: 0.17674918472766876 (0.1897532183606669) | > loss_disc_real_2: 0.19162152707576752 (0.18868280616852479) | > loss_disc_real_3: 0.20289304852485657 (0.20561400716597178) | > loss_disc_real_4: 0.1683306097984314 (0.19462482771783504) | > loss_disc_real_5: 0.23572751879692078 (0.20659662649597763) | > loss_0: 2.209913492202759 (2.202546112942247) | > grad_norm_0: tensor(23.0074, device='cuda:0') (tensor(21.8523, device='cuda:0')) | > loss_gen: 2.6748387813568115 (2.776837298330271) | > loss_kl: 1.6814254522323608 (1.7118171425360553) | > loss_feat: 7.712814807891846 (8.314643212084505) | > loss_mel: 12.598118782043457 (13.065787049959287) | > loss_duration: 1.6919647455215454 (1.671398557581991) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.359163284301758 (27.54048338476217) | > grad_norm_1: tensor(417.0451, device='cuda:0') (tensor(384.9697, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8406 (0.847574013584065) | > loader_time: 0.01 (0.010896352102171696)  --> TIME: 2025-05-11 07:00:46 -- STEP: 262/725 -- GLOBAL_STEP: 315100 | > loss_disc: 2.2703123092651367 (2.207255323424596) | > loss_disc_real_0: 0.14743857085704803 (0.13828167225454596) | > loss_disc_real_1: 0.20062163472175598 (0.1903239329352633) | > loss_disc_real_2: 0.18895836174488068 (0.1890068678114251) | > loss_disc_real_3: 0.20999297499656677 (0.2059069581272948) | > loss_disc_real_4: 0.21096038818359375 (0.19544573116848488) | > loss_disc_real_5: 0.20837074518203735 (0.2076019070303167) | > loss_0: 2.2703123092651367 (2.207255323424596) | > grad_norm_0: tensor(16.1077, device='cuda:0') (tensor(21.4048, device='cuda:0')) | > loss_gen: 2.715723991394043 (2.769962912297431) | > loss_kl: 1.6419143676757812 (1.718721051252525) | > loss_feat: 8.039119720458984 (8.29181603620981) | > loss_mel: 13.071131706237793 (13.058012438184429) | > loss_duration: 1.659870982170105 (1.6718502294926239) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.127761840820312 (27.51036277800116) | > grad_norm_1: tensor(292.2261, device='cuda:0') (tensor(376.1629, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.884 (0.8457581259822118) | > loader_time: 0.0107 (0.010863200398801844)  --> TIME: 2025-05-11 07:01:29 -- STEP: 312/725 -- GLOBAL_STEP: 315150 | > loss_disc: 2.2420527935028076 (2.2092399727075542) | > loss_disc_real_0: 0.09343816339969635 (0.13814306655564376) | > loss_disc_real_1: 0.1733180582523346 (0.19038027969117347) | > loss_disc_real_2: 0.18650850653648376 (0.18987079829168627) | > loss_disc_real_3: 0.18991777300834656 (0.205932267392293) | > loss_disc_real_4: 0.17915725708007812 (0.19525635123061827) | > loss_disc_real_5: 0.20700111985206604 (0.20779962732623788) | > loss_0: 2.2420527935028076 (2.2092399727075542) | > grad_norm_0: tensor(19.3217, device='cuda:0') (tensor(21.1463, device='cuda:0')) | > loss_gen: 2.732832908630371 (2.7638844289840794) | > loss_kl: 1.6212847232818604 (1.7188128802256706) | > loss_feat: 8.552611351013184 (8.26804482784027) | > loss_mel: 13.064428329467773 (13.035367244329208) | > loss_duration: 1.6683964729309082 (1.670908530553182) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.63955307006836 (27.457017990259025) | > grad_norm_1: tensor(561.0942, device='cuda:0') (tensor(375.2986, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8417 (0.8449128652230289) | > loader_time: 0.0105 (0.01084504372034317)  --> TIME: 2025-05-11 07:02:13 -- STEP: 362/725 -- GLOBAL_STEP: 315200 | > loss_disc: 2.1235060691833496 (2.2090210789474987) | > loss_disc_real_0: 0.14175641536712646 (0.13821741887136724) | > loss_disc_real_1: 0.1764877289533615 (0.1902857549612034) | > loss_disc_real_2: 0.17163026332855225 (0.18953872879565742) | > loss_disc_real_3: 0.20792661607265472 (0.20586579041915704) | > loss_disc_real_4: 0.1834138184785843 (0.19556833717210517) | > loss_disc_real_5: 0.20526179671287537 (0.20793227781413015) | > loss_0: 2.1235060691833496 (2.2090210789474987) | > grad_norm_0: tensor(32.1399, device='cuda:0') (tensor(20.8426, device='cuda:0')) | > loss_gen: 2.9429850578308105 (2.7607750504056376) | > loss_kl: 1.853796362876892 (1.7237681779413592) | > loss_feat: 9.805752754211426 (8.257392219417001) | > loss_mel: 14.920945167541504 (13.021361841022639) | > loss_duration: 1.598411202430725 (1.669866275721492) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.121891021728516 (27.433163611269787) | > grad_norm_1: tensor(460.0482, device='cuda:0') (tensor(371.7467, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8254 (0.8466388922369943) | > loader_time: 0.0098 (0.010790666822570448)  --> TIME: 2025-05-11 07:02:56 -- STEP: 412/725 -- GLOBAL_STEP: 315250 | > loss_disc: 2.2675230503082275 (2.210990845578387) | > loss_disc_real_0: 0.1649455726146698 (0.13881504166762798) | > loss_disc_real_1: 0.22482429444789886 (0.1906053005780988) | > loss_disc_real_2: 0.2103603184223175 (0.18938974023443975) | > loss_disc_real_3: 0.2479090541601181 (0.2058124058310268) | > loss_disc_real_4: 0.21812480688095093 (0.19537143622642583) | > loss_disc_real_5: 0.21025392413139343 (0.20826977129700117) | > loss_0: 2.2675230503082275 (2.210990845578387) | > grad_norm_0: tensor(34.5600, device='cuda:0') (tensor(21.0507, device='cuda:0')) | > loss_gen: 2.7109262943267822 (2.760456611230534) | > loss_kl: 1.68641996383667 (1.7240807700504377) | > loss_feat: 8.138113975524902 (8.23871645881134) | > loss_mel: 12.730133056640625 (13.017274981563531) | > loss_duration: 1.6607857942581177 (1.6704192395927837) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.92637825012207 (27.41094811911722) | > grad_norm_1: tensor(410.1960, device='cuda:0') (tensor(372.9175, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8524 (0.8465502696129884) | > loader_time: 0.0127 (0.010776281935497385)  --> TIME: 2025-05-11 07:03:39 -- STEP: 462/725 -- GLOBAL_STEP: 315300 | > loss_disc: 2.222031354904175 (2.211539452726189) | > loss_disc_real_0: 0.12538458406925201 (0.13862502421716064) | > loss_disc_real_1: 0.16583262383937836 (0.1906818185017738) | > loss_disc_real_2: 0.19353288412094116 (0.18942293131248253) | > loss_disc_real_3: 0.1754545420408249 (0.20583823426461323) | > loss_disc_real_4: 0.17464213073253632 (0.195269442965716) | > loss_disc_real_5: 0.21469055116176605 (0.2085248133191815) | > loss_0: 2.222031354904175 (2.211539452726189) | > grad_norm_0: tensor(17.3102, device='cuda:0') (tensor(21.1657, device='cuda:0')) | > loss_gen: 2.688699960708618 (2.7601102399619615) | > loss_kl: 1.477031946182251 (1.723885386279135) | > loss_feat: 8.61009693145752 (8.251870950063061) | > loss_mel: 13.150036811828613 (13.034243527944986) | > loss_duration: 1.7166908979415894 (1.6700401608045998) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.642555236816406 (27.440150293952975) | > grad_norm_1: tensor(517.8356, device='cuda:0') (tensor(377.7618, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.792 (0.8461069245359083) | > loader_time: 0.0117 (0.01082046517045982)  --> TIME: 2025-05-11 07:04:22 -- STEP: 512/725 -- GLOBAL_STEP: 315350 | > loss_disc: 2.139704704284668 (2.2111384640447778) | > loss_disc_real_0: 0.1709589958190918 (0.1385577192850177) | > loss_disc_real_1: 0.18321593105793 (0.19044278035289602) | > loss_disc_real_2: 0.1644558161497116 (0.18910133661120193) | > loss_disc_real_3: 0.2042631357908249 (0.20585366562590934) | > loss_disc_real_4: 0.16256165504455566 (0.1954454605875071) | > loss_disc_real_5: 0.22337737679481506 (0.20851276768371466) | > loss_0: 2.139704704284668 (2.2111384640447778) | > grad_norm_0: tensor(38.4233, device='cuda:0') (tensor(21.1120, device='cuda:0')) | > loss_gen: 2.878892183303833 (2.760274781379848) | > loss_kl: 1.784203052520752 (1.7190053649246693) | > loss_feat: 8.660968780517578 (8.241699869744465) | > loss_mel: 13.342069625854492 (13.024491803720593) | > loss_duration: 1.6398595571517944 (1.6708784999791533) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.305994033813477 (27.416350334882736) | > grad_norm_1: tensor(474.0953, device='cuda:0') (tensor(379.6160, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8484 (0.8459691437892617) | > loader_time: 0.0115 (0.010879484470933667)  --> TIME: 2025-05-11 07:05:05 -- STEP: 562/725 -- GLOBAL_STEP: 315400 | > loss_disc: 2.177237033843994 (2.21058776582263) | > loss_disc_real_0: 0.2672465741634369 (0.13863046598551104) | > loss_disc_real_1: 0.16803698241710663 (0.19009813586800114) | > loss_disc_real_2: 0.1821618229150772 (0.18893085194758238) | > loss_disc_real_3: 0.22405633330345154 (0.2060673318511651) | > loss_disc_real_4: 0.15515205264091492 (0.19553101020351424) | > loss_disc_real_5: 0.19875787198543549 (0.20842889081222726) | > loss_0: 2.177237033843994 (2.21058776582263) | > grad_norm_0: tensor(39.8063, device='cuda:0') (tensor(21.6336, device='cuda:0')) | > loss_gen: 3.0041861534118652 (2.763430639942346) | > loss_kl: 1.7058453559875488 (1.7186603081608156) | > loss_feat: 8.713358879089355 (8.247695373894892) | > loss_mel: 13.378726959228516 (13.032520365460487) | > loss_duration: 1.640612006187439 (1.6707599824857882) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.442729949951172 (27.433066697307336) | > grad_norm_1: tensor(443.3872, device='cuda:0') (tensor(384.4628, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8813 (0.8456591948919872) | > loader_time: 0.0102 (0.010879718536159736)  --> TIME: 2025-05-11 07:05:48 -- STEP: 612/725 -- GLOBAL_STEP: 315450 | > loss_disc: 2.2095983028411865 (2.208152640878763) | > loss_disc_real_0: 0.14460389316082 (0.13843916178820967) | > loss_disc_real_1: 0.2032056748867035 (0.19004782476748494) | > loss_disc_real_2: 0.19686520099639893 (0.18868663926529725) | > loss_disc_real_3: 0.19392165541648865 (0.2058332967115384) | > loss_disc_real_4: 0.17991533875465393 (0.1954199289476949) | > loss_disc_real_5: 0.2075590193271637 (0.20805032529375128) | > loss_0: 2.2095983028411865 (2.208152640878763) | > grad_norm_0: tensor(24.5155, device='cuda:0') (tensor(21.5245, device='cuda:0')) | > loss_gen: 2.718250274658203 (2.765338398272694) | > loss_kl: 1.7022418975830078 (1.7143527721267893) | > loss_feat: 7.987290859222412 (8.257054711478983) | > loss_mel: 13.031643867492676 (13.041216454474755) | > loss_duration: 1.5958826541900635 (1.6704819399157378) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.035308837890625 (27.44844429477368) | > grad_norm_1: tensor(549.8544, device='cuda:0') (tensor(382.9412, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8148 (0.8458260991214925) | > loader_time: 0.011 (0.01092413476869171)  --> TIME: 2025-05-11 07:06:31 -- STEP: 662/725 -- GLOBAL_STEP: 315500 | > loss_disc: 2.3142611980438232 (2.2072773127397367) | > loss_disc_real_0: 0.13352300226688385 (0.13795658327031357) | > loss_disc_real_1: 0.20126982033252716 (0.1901130406157845) | > loss_disc_real_2: 0.22218261659145355 (0.18875124514823233) | > loss_disc_real_3: 0.19863705337047577 (0.20573400784835355) | > loss_disc_real_4: 0.17885422706604004 (0.1955945495167168) | > loss_disc_real_5: 0.22572749853134155 (0.2079580204274359) | > loss_0: 2.3142611980438232 (2.2072773127397367) | > grad_norm_0: tensor(21.1136, device='cuda:0') (tensor(21.5225, device='cuda:0')) | > loss_gen: 2.5298376083374023 (2.7655001561807353) | > loss_kl: 1.8119781017303467 (1.7127520101668245) | > loss_feat: 6.944605350494385 (8.257930540246177) | > loss_mel: 11.916139602661133 (13.043751306044012) | > loss_duration: 1.6772527694702148 (1.670741241143909) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.87981414794922 (27.450675272869564) | > grad_norm_1: tensor(354.6228, device='cuda:0') (tensor(389.2484, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8659 (0.8454027633292436) | > loader_time: 0.0121 (0.010917382297919238)  --> TIME: 2025-05-11 07:07:14 -- STEP: 712/725 -- GLOBAL_STEP: 315550 | > loss_disc: 2.3480794429779053 (2.20680526618877) | > loss_disc_real_0: 0.1472041755914688 (0.13772368364119814) | > loss_disc_real_1: 0.17866776883602142 (0.1901735308883562) | > loss_disc_real_2: 0.20879016816616058 (0.18893819034434428) | > loss_disc_real_3: 0.24734996259212494 (0.2057110516333513) | > loss_disc_real_4: 0.19398802518844604 (0.19556838590023898) | > loss_disc_real_5: 0.22418010234832764 (0.20766714121099938) | > loss_0: 2.3480794429779053 (2.20680526618877) | > grad_norm_0: tensor(14.5549, device='cuda:0') (tensor(21.5406, device='cuda:0')) | > loss_gen: 2.6690330505371094 (2.765594338767983) | > loss_kl: 1.734357476234436 (1.7114511984452767) | > loss_feat: 7.842574119567871 (8.248459880271641) | > loss_mel: 12.732820510864258 (13.023473663276501) | > loss_duration: 1.6617189645767212 (1.6703304055701478) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.640504837036133 (27.41930949018243) | > grad_norm_1: tensor(354.8676, device='cuda:0') (tensor(392.3330, device='cuda:0')) | > current_lr_0: 0.00019093622425593777 | > current_lr_1: 0.00019093622425593777 | > step_time: 0.8338 (0.8452376636226524) | > loader_time: 0.0096 (0.01092650749710169)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2833800315856934 (2.2833800315856934) | > loss_disc_real_0: 0.1859900802373886 (0.1859900802373886) | > loss_disc_real_1: 0.18301187455654144 (0.18301187455654144) | > loss_disc_real_2: 0.2456316351890564 (0.2456316351890564) | > loss_disc_real_3: 0.2656644582748413 (0.2656644582748413) | > loss_disc_real_4: 0.2756172716617584 (0.2756172716617584) | > loss_disc_real_5: 0.24162685871124268 (0.24162685871124268) | > loss_0: 2.2833800315856934 (2.2833800315856934) | > loss_gen: 3.1625444889068604 (3.1625444889068604) | > loss_kl: 2.3619580268859863 (2.3619580268859863) | > loss_feat: 8.66147518157959 (8.66147518157959) | > loss_mel: 14.371922492980957 (14.371922492980957) | > loss_duration: 1.7282750606536865 (1.7282750606536865) | > loss_1: 30.286174774169922 (30.286174774169922)  --> STEP: 1 | > loss_disc: 2.302903175354004 (2.302903175354004) | > loss_disc_real_0: 0.17040523886680603 (0.17040523886680603) | > loss_disc_real_1: 0.17060637474060059 (0.17060637474060059) | > loss_disc_real_2: 0.23639297485351562 (0.23639297485351562) | > loss_disc_real_3: 0.27507397532463074 (0.27507397532463074) | > loss_disc_real_4: 0.2500186264514923 (0.2500186264514923) | > loss_disc_real_5: 0.24726977944374084 (0.24726977944374084) | > loss_0: 2.302903175354004 (2.302903175354004) | > loss_gen: 2.9078168869018555 (2.9078168869018555) | > loss_kl: 2.225269079208374 (2.225269079208374) | > loss_feat: 7.277392864227295 (7.277392864227295) | > loss_mel: 12.132036209106445 (12.132036209106445) | > loss_duration: 1.8285822868347168 (1.8285822868347168) | > loss_1: 26.371097564697266 (26.371097564697266)  --> STEP: 2 | > loss_disc: 2.3749146461486816 (2.3389089107513428) | > loss_disc_real_0: 0.18479135632514954 (0.17759829759597778) | > loss_disc_real_1: 0.18739387392997742 (0.179000124335289) | > loss_disc_real_2: 0.24246107041835785 (0.23942702263593674) | > loss_disc_real_3: 0.2569297254085541 (0.2660018503665924) | > loss_disc_real_4: 0.28553351759910583 (0.2677760720252991) | > loss_disc_real_5: 0.23760245740413666 (0.24243611842393875) | > loss_0: 2.3749146461486816 (2.3389089107513428) | > loss_gen: 3.0245139598846436 (2.9661654233932495) | > loss_kl: 1.9449223279953003 (2.085095703601837) | > loss_feat: 8.511807441711426 (7.89460015296936) | > loss_mel: 13.315024375915527 (12.723530292510986) | > loss_duration: 1.8512773513793945 (1.8399298191070557) | > loss_1: 28.647544860839844 (27.509321212768555)  --> STEP: 3 | > loss_disc: 2.413649320602417 (2.3638223807017007) | > loss_disc_real_0: 0.18036656081676483 (0.1785210520029068) | > loss_disc_real_1: 0.19655939936637878 (0.18485321601231894) | > loss_disc_real_2: 0.226613387465477 (0.23515581091245016) | > loss_disc_real_3: 0.2911732494831085 (0.27439231673876446) | > loss_disc_real_4: 0.29515254497528076 (0.2769015630086263) | > loss_disc_real_5: 0.24009273946285248 (0.24165499210357666) | > loss_0: 2.413649320602417 (2.3638223807017007) | > loss_gen: 2.935793399810791 (2.95604141553243) | > loss_kl: 2.092567205429077 (2.087586204210917) | > loss_feat: 7.215485572814941 (7.668228626251221) | > loss_mel: 12.678380966186523 (12.708480517069498) | > loss_duration: 1.844242811203003 (1.841367483139038) | > loss_1: 26.766469955444336 (27.261704126993816)  --> STEP: 4 | > loss_disc: 2.164719820022583 (2.3140467405319214) | > loss_disc_real_0: 0.16742509603500366 (0.17574706301093102) | > loss_disc_real_1: 0.18524153530597687 (0.1849502958357334) | > loss_disc_real_2: 0.2174379676580429 (0.23072635009884834) | > loss_disc_real_3: 0.269395649433136 (0.27314314991235733) | > loss_disc_real_4: 0.22985726594924927 (0.26514048874378204) | > loss_disc_real_5: 0.232497438788414 (0.239365603774786) | > loss_0: 2.164719820022583 (2.3140467405319214) | > loss_gen: 3.2424492835998535 (3.027643382549286) | > loss_kl: 1.941895842552185 (2.051163613796234) | > loss_feat: 9.342975616455078 (8.086915373802185) | > loss_mel: 14.029863357543945 (13.03882622718811) | > loss_duration: 1.7645529508590698 (1.822163850069046) | > loss_1: 30.32173728942871 (28.02671241760254) --> EVAL PERFORMANCE | > avg_loader_time: 0.28322434425354004 (+0.000759422779083252) | > avg_loss_disc: 2.3140467405319214 (+0.07944536209106445) | > avg_loss_disc_real_0: 0.17574706301093102 (+0.06079322285950184) | > avg_loss_disc_real_1: 0.1849502958357334 (-0.03123660758137703) | > avg_loss_disc_real_2: 0.23072635009884834 (+0.029661286622285843) | > avg_loss_disc_real_3: 0.27314314991235733 (+0.056818656623363495) | > avg_loss_disc_real_4: 0.26514048874378204 (+0.10795920342206955) | > avg_loss_disc_real_5: 0.239365603774786 (+0.013852935284376144) | > avg_loss_0: 2.3140467405319214 (+0.07944536209106445) | > avg_loss_gen: 3.027643382549286 (+0.43046319484710693) | > avg_loss_kl: 2.051163613796234 (-0.015658557415008545) | > avg_loss_feat: 8.086915373802185 (+0.0074541568756103516) | > avg_loss_mel: 13.03882622718811 (-0.013651132583618164) | > avg_loss_duration: 1.822163850069046 (+0.002547234296798706) | > avg_loss_1: 28.02671241760254 (+0.41115379333496094)  > EPOCH: 372/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 07:07:31)   --> TIME: 2025-05-11 07:08:05 -- STEP: 37/725 -- GLOBAL_STEP: 315600 | > loss_disc: 2.0368480682373047 (2.2006930145057466) | > loss_disc_real_0: 0.11069022864103317 (0.13687095770964755) | > loss_disc_real_1: 0.15566952526569366 (0.19027928645546371) | > loss_disc_real_2: 0.14752840995788574 (0.18803727989261215) | > loss_disc_real_3: 0.18910500407218933 (0.20467563859514287) | > loss_disc_real_4: 0.18468379974365234 (0.19437793461052147) | > loss_disc_real_5: 0.1566818356513977 (0.20704899325564102) | > loss_0: 2.0368480682373047 (2.2006930145057466) | > grad_norm_0: tensor(19.5358, device='cuda:0') (tensor(21.2860, device='cuda:0')) | > loss_gen: 3.0499627590179443 (2.7628657109028585) | > loss_kl: 1.744231939315796 (1.736336882049973) | > loss_feat: 10.367936134338379 (8.340971431216678) | > loss_mel: 14.512206077575684 (13.08921801077353) | > loss_duration: 1.658088207244873 (1.664918835098679) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.332426071166992 (27.59431081204801) | > grad_norm_1: tensor(439.7172, device='cuda:0') (tensor(364.9031, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8711 (0.8480715944960311) | > loader_time: 0.01 (0.009602682010547535)  --> TIME: 2025-05-11 07:08:48 -- STEP: 87/725 -- GLOBAL_STEP: 315650 | > loss_disc: 2.2141761779785156 (2.211183279410176) | > loss_disc_real_0: 0.1262681782245636 (0.13851979828771505) | > loss_disc_real_1: 0.17727980017662048 (0.19198034549581594) | > loss_disc_real_2: 0.1608434021472931 (0.18892076149069037) | > loss_disc_real_3: 0.2159098982810974 (0.20385790196643477) | > loss_disc_real_4: 0.20388416945934296 (0.1958847431273296) | > loss_disc_real_5: 0.18509672582149506 (0.20771288683359654) | > loss_0: 2.2141761779785156 (2.211183279410176) | > grad_norm_0: tensor(13.1541, device='cuda:0') (tensor(19.2214, device='cuda:0')) | > loss_gen: 2.765328884124756 (2.7535726256754205) | > loss_kl: 1.6350231170654297 (1.709823755012161) | > loss_feat: 8.001087188720703 (8.209283609499881) | > loss_mel: 12.922751426696777 (13.016525739910959) | > loss_duration: 1.6536998748779297 (1.6664130372562627) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.977890014648438 (27.35561881668266) | > grad_norm_1: tensor(401.5821, device='cuda:0') (tensor(351.4617, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8237 (0.8480750911537258) | > loader_time: 0.0095 (0.009821335474650065)  --> TIME: 2025-05-11 07:09:32 -- STEP: 137/725 -- GLOBAL_STEP: 315700 | > loss_disc: 2.168765068054199 (2.2029811013353986) | > loss_disc_real_0: 0.12412014603614807 (0.13843254859212548) | > loss_disc_real_1: 0.18908289074897766 (0.19121012167773976) | > loss_disc_real_2: 0.1885949671268463 (0.18886309111640406) | > loss_disc_real_3: 0.2060842216014862 (0.2037099706430505) | > loss_disc_real_4: 0.1902281939983368 (0.19440654442258123) | > loss_disc_real_5: 0.20269615948200226 (0.20646757637932353) | > loss_0: 2.168765068054199 (2.2029811013353986) | > grad_norm_0: tensor(18.9533, device='cuda:0') (tensor(20.5645, device='cuda:0')) | > loss_gen: 2.8765223026275635 (2.772006548234146) | > loss_kl: 1.6741865873336792 (1.7123155541663622) | > loss_feat: 8.54660415649414 (8.286523871178177) | > loss_mel: 12.520105361938477 (13.068384817916982) | > loss_duration: 1.6602699756622314 (1.6686604684286743) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.27768898010254 (27.507891258184056) | > grad_norm_1: tensor(468.7087, device='cuda:0') (tensor(367.5703, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8117 (0.8525006875504543) | > loader_time: 0.0088 (0.009923383267256466)  --> TIME: 2025-05-11 07:10:15 -- STEP: 187/725 -- GLOBAL_STEP: 315750 | > loss_disc: 2.162799835205078 (2.1957911590841355) | > loss_disc_real_0: 0.14621563255786896 (0.13745489632860228) | > loss_disc_real_1: 0.185582235455513 (0.19048704366314212) | > loss_disc_real_2: 0.18176791071891785 (0.18862595277674063) | > loss_disc_real_3: 0.1980588287115097 (0.2033966179678147) | > loss_disc_real_4: 0.22048813104629517 (0.19415460789904876) | > loss_disc_real_5: 0.21167030930519104 (0.20591105958994696) | > loss_0: 2.162799835205078 (2.1957911590841355) | > grad_norm_0: tensor(25.0041, device='cuda:0') (tensor(20.7176, device='cuda:0')) | > loss_gen: 2.753851890563965 (2.783075049599223) | > loss_kl: 1.5699819326400757 (1.7156208077854012) | > loss_feat: 9.070291519165039 (8.366025608491137) | > loss_mel: 14.36340618133545 (13.182557641503646) | > loss_duration: 1.6812119483947754 (1.6701330080389338) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.43874168395996 (27.717411979634495) | > grad_norm_1: tensor(519.3796, device='cuda:0') (tensor(379.6425, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8558 (0.8523746327282911) | > loader_time: 0.0096 (0.009912914133326896)  --> TIME: 2025-05-11 07:10:58 -- STEP: 237/725 -- GLOBAL_STEP: 315800 | > loss_disc: 2.0999062061309814 (2.1965618676777128) | > loss_disc_real_0: 0.1395958960056305 (0.13716409811239208) | > loss_disc_real_1: 0.15351581573486328 (0.19023689816269687) | > loss_disc_real_2: 0.16895177960395813 (0.1886223384222401) | > loss_disc_real_3: 0.1888587325811386 (0.20315770641409395) | > loss_disc_real_4: 0.21971525251865387 (0.19396189603372968) | > loss_disc_real_5: 0.19610945880413055 (0.20668272447736957) | > loss_0: 2.0999062061309814 (2.1965618676777128) | > grad_norm_0: tensor(28.2014, device='cuda:0') (tensor(20.2356, device='cuda:0')) | > loss_gen: 2.953101396560669 (2.7803655515743197) | > loss_kl: 1.7977617979049683 (1.7216037013862704) | > loss_feat: 9.546958923339844 (8.374712531576689) | > loss_mel: 14.185831069946289 (13.176436681787676) | > loss_duration: 1.6430343389511108 (1.670424878848756) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.12668800354004 (27.72354326368887) | > grad_norm_1: tensor(418.8398, device='cuda:0') (tensor(377.2377, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8175 (0.853204107485743) | > loader_time: 0.009 (0.00991285903544366)  --> TIME: 2025-05-11 07:11:41 -- STEP: 287/725 -- GLOBAL_STEP: 315850 | > loss_disc: 2.0699539184570312 (2.1973149095262805) | > loss_disc_real_0: 0.08607172966003418 (0.1381052778676828) | > loss_disc_real_1: 0.18502965569496155 (0.190042030105192) | > loss_disc_real_2: 0.20362356305122375 (0.18862676947582063) | > loss_disc_real_3: 0.16141115128993988 (0.20348587824284822) | > loss_disc_real_4: 0.19698746502399445 (0.19398659213287076) | > loss_disc_real_5: 0.18495596945285797 (0.20592752306718864) | > loss_0: 2.0699539184570312 (2.1973149095262805) | > grad_norm_0: tensor(28.3275, device='cuda:0') (tensor(20.8332, device='cuda:0')) | > loss_gen: 3.040114402770996 (2.781135924601803) | > loss_kl: 1.6613948345184326 (1.721333594687724) | > loss_feat: 9.987356185913086 (8.369409632599734) | > loss_mel: 15.332365036010742 (13.172105593133056) | > loss_duration: 1.6847890615463257 (1.6704685202043645) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.706022262573242 (27.714453162216557) | > grad_norm_1: tensor(626.8107, device='cuda:0') (tensor(384.9684, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.803 (0.8518112511584982) | > loader_time: 0.0094 (0.009927176432327118)  --> TIME: 2025-05-11 07:12:24 -- STEP: 337/725 -- GLOBAL_STEP: 315900 | > loss_disc: 2.1668291091918945 (2.1965650068900007) | > loss_disc_real_0: 0.15019294619560242 (0.13775539457886446) | > loss_disc_real_1: 0.19429069757461548 (0.19008618588794224) | > loss_disc_real_2: 0.17983971536159515 (0.18808682837719737) | > loss_disc_real_3: 0.20364229381084442 (0.2036865528683988) | > loss_disc_real_4: 0.16040459275245667 (0.194240470845197) | > loss_disc_real_5: 0.20410163700580597 (0.2061848259290531) | > loss_0: 2.1668291091918945 (2.1965650068900007) | > grad_norm_0: tensor(30.4472, device='cuda:0') (tensor(21.1563, device='cuda:0')) | > loss_gen: 2.8368496894836426 (2.78167801016516) | > loss_kl: 1.6675251722335815 (1.718867652494051) | > loss_feat: 9.264510154724121 (8.37328275940893) | > loss_mel: 13.320743560791016 (13.169616407739662) | > loss_duration: 1.652840495109558 (1.6701616558193806) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.742467880249023 (27.71360638445846) | > grad_norm_1: tensor(461.8697, device='cuda:0') (tensor(391.5932, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8818 (0.8510589436890466) | > loader_time: 0.0097 (0.009858069151020906)  --> TIME: 2025-05-11 07:13:08 -- STEP: 387/725 -- GLOBAL_STEP: 315950 | > loss_disc: 2.074585199356079 (2.1939582387298264) | > loss_disc_real_0: 0.12412605434656143 (0.1371813931090889) | > loss_disc_real_1: 0.18783722817897797 (0.18984404614421432) | > loss_disc_real_2: 0.1760784387588501 (0.18811978838702512) | > loss_disc_real_3: 0.21721646189689636 (0.20350738424201345) | > loss_disc_real_4: 0.23495382070541382 (0.19437223973200302) | > loss_disc_real_5: 0.2168177366256714 (0.20611672153460578) | > loss_0: 2.074585199356079 (2.1939582387298264) | > grad_norm_0: tensor(13.1867, device='cuda:0') (tensor(20.8522, device='cuda:0')) | > loss_gen: 2.9733357429504395 (2.7829447199207844) | > loss_kl: 1.5776597261428833 (1.7150644439751477) | > loss_feat: 9.794513702392578 (8.38070800569323) | > loss_mel: 14.782512664794922 (13.179068572761482) | > loss_duration: 1.7234163284301758 (1.670610991251253) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.851436614990234 (27.728396664602197) | > grad_norm_1: tensor(587.3358, device='cuda:0') (tensor(393.5923, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8669 (0.8510980932595503) | > loader_time: 0.0092 (0.00986685925367883)  --> TIME: 2025-05-11 07:13:51 -- STEP: 437/725 -- GLOBAL_STEP: 316000 | > loss_disc: 2.1339633464813232 (2.196313648529402) | > loss_disc_real_0: 0.12245753407478333 (0.13716546752973877) | > loss_disc_real_1: 0.16185958683490753 (0.1901863774186686) | > loss_disc_real_2: 0.17669075727462769 (0.18808418945398708) | > loss_disc_real_3: 0.1799585223197937 (0.20385680441452655) | > loss_disc_real_4: 0.16515487432479858 (0.19433586889328072) | > loss_disc_real_5: 0.19040918350219727 (0.20617537173171885) | > loss_0: 2.1339633464813232 (2.196313648529402) | > grad_norm_0: tensor(28.8453, device='cuda:0') (tensor(20.8843, device='cuda:0')) | > loss_gen: 2.8704593181610107 (2.778060868348353) | > loss_kl: 1.7846993207931519 (1.7124175187924904) | > loss_feat: 8.883803367614746 (8.349692267193138) | > loss_mel: 14.251739501953125 (13.12564735499891) | > loss_duration: 1.6347309350967407 (1.6705914569392084) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.425432205200195 (27.636409405985468) | > grad_norm_1: tensor(437.2288, device='cuda:0') (tensor(393.0134, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8874 (0.8506680767923527) | > loader_time: 0.0096 (0.009827949362434023) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_316000.pth  --> TIME: 2025-05-11 07:14:36 -- STEP: 487/725 -- GLOBAL_STEP: 316050 | > loss_disc: 2.1742210388183594 (2.1951369220960797) | > loss_disc_real_0: 0.10102079063653946 (0.1369812865980596) | > loss_disc_real_1: 0.1788943111896515 (0.19002887517886968) | > loss_disc_real_2: 0.18033190071582794 (0.18815292295611621) | > loss_disc_real_3: 0.21715570986270905 (0.20396674135260023) | > loss_disc_real_4: 0.18347516655921936 (0.19436678480073902) | > loss_disc_real_5: 0.1902807205915451 (0.2059713795444559) | > loss_0: 2.1742210388183594 (2.1951369220960797) | > grad_norm_0: tensor(17.3673, device='cuda:0') (tensor(21.1788, device='cuda:0')) | > loss_gen: 2.9411470890045166 (2.7791805394621094) | > loss_kl: 1.7741940021514893 (1.7107102817088915) | > loss_feat: 8.523714065551758 (8.348404793279135) | > loss_mel: 12.845911979675293 (13.13332944435261) | > loss_duration: 1.6528184413909912 (1.6710760368214006) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.73778533935547 (27.642701049115377) | > grad_norm_1: tensor(412.8633, device='cuda:0') (tensor(398.5105, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8123 (0.8499313477862788) | > loader_time: 0.0094 (0.00980620952112719)  --> TIME: 2025-05-11 07:15:19 -- STEP: 537/725 -- GLOBAL_STEP: 316100 | > loss_disc: 2.2945151329040527 (2.1972900977569805) | > loss_disc_real_0: 0.21044614911079407 (0.1377154996330733) | > loss_disc_real_1: 0.18872088193893433 (0.189908937063741) | > loss_disc_real_2: 0.22416804730892181 (0.18835292787081265) | > loss_disc_real_3: 0.18846622109413147 (0.20402332787962152) | > loss_disc_real_4: 0.20427551865577698 (0.19454334515322075) | > loss_disc_real_5: 0.18144656717777252 (0.20620857648121357) | > loss_0: 2.2945151329040527 (2.1972900977569805) | > grad_norm_0: tensor(27.8882, device='cuda:0') (tensor(21.5905, device='cuda:0')) | > loss_gen: 2.6308226585388184 (2.7770578639245334) | > loss_kl: 1.7568877935409546 (1.7134524184232316) | > loss_feat: 7.405435562133789 (8.336649328192747) | > loss_mel: 12.464913368225098 (13.12138072427647) | > loss_duration: 1.7007901668548584 (1.6713840206686124) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.95884895324707 (27.619924314417208) | > grad_norm_1: tensor(506.0634, device='cuda:0') (tensor(397.5960, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8463 (0.8493752444034625) | > loader_time: 0.0091 (0.009795532102247413)  --> TIME: 2025-05-11 07:16:02 -- STEP: 587/725 -- GLOBAL_STEP: 316150 | > loss_disc: 2.213670015335083 (2.1989544790485644) | > loss_disc_real_0: 0.16280537843704224 (0.13751524674120716) | > loss_disc_real_1: 0.20897305011749268 (0.1901047907300052) | > loss_disc_real_2: 0.18987785279750824 (0.1883285583537929) | > loss_disc_real_3: 0.20956286787986755 (0.20421063453212915) | > loss_disc_real_4: 0.19351406395435333 (0.19473318697240535) | > loss_disc_real_5: 0.19660964608192444 (0.2064204735386311) | > loss_0: 2.213670015335083 (2.1989544790485644) | > grad_norm_0: tensor(32.0321, device='cuda:0') (tensor(21.4416, device='cuda:0')) | > loss_gen: 2.7224385738372803 (2.775844908248016) | > loss_kl: 1.7162326574325562 (1.7149537919530269) | > loss_feat: 7.531547546386719 (8.329066050722815) | > loss_mel: 11.92141342163086 (13.112796122211412) | > loss_duration: 1.6588610410690308 (1.6708341109894818) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.550493240356445 (27.603494933354174) | > grad_norm_1: tensor(461.8200, device='cuda:0') (tensor(396.3973, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.8424 (0.849191131136893) | > loader_time: 0.0095 (0.009780393142310273)  --> TIME: 2025-05-11 07:16:46 -- STEP: 637/725 -- GLOBAL_STEP: 316200 | > loss_disc: 2.0625922679901123 (2.1995010623003677) | > loss_disc_real_0: 0.1168070062994957 (0.1376519548696477) | > loss_disc_real_1: 0.17954201996326447 (0.19032894521717744) | > loss_disc_real_2: 0.19268552958965302 (0.1885041761763241) | > loss_disc_real_3: 0.17568446695804596 (0.2042503518109419) | > loss_disc_real_4: 0.1988438218832016 (0.19453960680512483) | > loss_disc_real_5: 0.19621849060058594 (0.2063880498218387) | > loss_0: 2.0625922679901123 (2.1995010623003677) | > grad_norm_0: tensor(12.8524, device='cuda:0') (tensor(21.4613, device='cuda:0')) | > loss_gen: 2.921567678451538 (2.776422581455584) | > loss_kl: 1.7896692752838135 (1.7138126948190446) | > loss_feat: 9.428963661193848 (8.329944731863558) | > loss_mel: 13.908883094787598 (13.125062491867569) | > loss_duration: 1.6327532529830933 (1.6707248949742586) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.68183708190918 (27.61596735680308) | > grad_norm_1: tensor(395.6042, device='cuda:0') (tensor(396.4835, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.845 (0.8491673046603124) | > loader_time: 0.0103 (0.009811311164867925)  --> TIME: 2025-05-11 07:17:28 -- STEP: 687/725 -- GLOBAL_STEP: 316250 | > loss_disc: 2.1943163871765137 (2.2007170594588814) | > loss_disc_real_0: 0.1617356389760971 (0.13764086264840383) | > loss_disc_real_1: 0.17587946355342865 (0.19047279820778823) | > loss_disc_real_2: 0.19461655616760254 (0.188601646577774) | > loss_disc_real_3: 0.17107687890529633 (0.20422385151469552) | > loss_disc_real_4: 0.19009849429130554 (0.19465096674458263) | > loss_disc_real_5: 0.2101476639509201 (0.206719228447438) | > loss_0: 2.1943163871765137 (2.2007170594588814) | > grad_norm_0: tensor(13.2977, device='cuda:0') (tensor(21.5700, device='cuda:0')) | > loss_gen: 2.828712224960327 (2.775717939351842) | > loss_kl: 1.5605136156082153 (1.7117775683840288) | > loss_feat: 8.41825008392334 (8.323066512223072) | > loss_mel: 13.715104103088379 (13.12649279737403) | > loss_duration: 1.687250018119812 (1.67035369720348) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.209829330444336 (27.607408479138048) | > grad_norm_1: tensor(172.6551, device='cuda:0') (tensor(398.2610, device='cuda:0')) | > current_lr_0: 0.00019091235722790576 | > current_lr_1: 0.00019091235722790576 | > step_time: 0.851 (0.8485366045300794) | > loader_time: 0.0099 (0.009819907045433783)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2791357040405273 (2.2791357040405273) | > loss_disc_real_0: 0.10544478893280029 (0.10544478893280029) | > loss_disc_real_1: 0.15388140082359314 (0.15388140082359314) | > loss_disc_real_2: 0.2883356213569641 (0.2883356213569641) | > loss_disc_real_3: 0.19713528454303741 (0.19713528454303741) | > loss_disc_real_4: 0.19658762216567993 (0.19658762216567993) | > loss_disc_real_5: 0.24619054794311523 (0.24619054794311523) | > loss_0: 2.2791357040405273 (2.2791357040405273) | > loss_gen: 2.662266731262207 (2.662266731262207) | > loss_kl: 2.1794071197509766 (2.1794071197509766) | > loss_feat: 8.123239517211914 (8.123239517211914) | > loss_mel: 13.227605819702148 (13.227605819702148) | > loss_duration: 1.7031975984573364 (1.7031975984573364) | > loss_1: 27.89571762084961 (27.89571762084961)  --> STEP: 1 | > loss_disc: 2.2731664180755615 (2.2731664180755615) | > loss_disc_real_0: 0.11540517210960388 (0.11540517210960388) | > loss_disc_real_1: 0.15933528542518616 (0.15933528542518616) | > loss_disc_real_2: 0.2921786308288574 (0.2921786308288574) | > loss_disc_real_3: 0.2020241767168045 (0.2020241767168045) | > loss_disc_real_4: 0.21052050590515137 (0.21052050590515137) | > loss_disc_real_5: 0.22049836814403534 (0.22049836814403534) | > loss_0: 2.2731664180755615 (2.2731664180755615) | > loss_gen: 2.627812385559082 (2.627812385559082) | > loss_kl: 2.2815756797790527 (2.2815756797790527) | > loss_feat: 7.45246696472168 (7.45246696472168) | > loss_mel: 13.383830070495605 (13.383830070495605) | > loss_duration: 1.8465087413787842 (1.8465087413787842) | > loss_1: 27.592193603515625 (27.592193603515625)  --> STEP: 2 | > loss_disc: 2.307734727859497 (2.2904505729675293) | > loss_disc_real_0: 0.14280550181865692 (0.1291053369641304) | > loss_disc_real_1: 0.15677949786186218 (0.15805739164352417) | > loss_disc_real_2: 0.28085076808929443 (0.2865146994590759) | > loss_disc_real_3: 0.2081070840358734 (0.20506563037633896) | > loss_disc_real_4: 0.2159130871295929 (0.21321679651737213) | > loss_disc_real_5: 0.2555132508277893 (0.23800580948591232) | > loss_0: 2.307734727859497 (2.2904505729675293) | > loss_gen: 2.678514242172241 (2.6531633138656616) | > loss_kl: 2.103165864944458 (2.1923707723617554) | > loss_feat: 7.553940773010254 (7.503203868865967) | > loss_mel: 13.484536170959473 (13.434183120727539) | > loss_duration: 1.8732393980026245 (1.8598740696907043) | > loss_1: 27.693397521972656 (27.64279556274414)  --> STEP: 3 | > loss_disc: 2.2772634029388428 (2.286054849624634) | > loss_disc_real_0: 0.11082116514444351 (0.12301061302423477) | > loss_disc_real_1: 0.15900425612926483 (0.15837301313877106) | > loss_disc_real_2: 0.27410003542900085 (0.2823764781157176) | > loss_disc_real_3: 0.2004481852054596 (0.20352648198604584) | > loss_disc_real_4: 0.22609861195087433 (0.2175107349952062) | > loss_disc_real_5: 0.22953805327415466 (0.2351832240819931) | > loss_0: 2.2772634029388428 (2.286054849624634) | > loss_gen: 2.664987087249756 (2.65710457166036) | > loss_kl: 1.973737120628357 (2.1194928884506226) | > loss_feat: 7.925229549407959 (7.643879095713298) | > loss_mel: 13.197009086608887 (13.355125109354654) | > loss_duration: 1.8416471481323242 (1.8537984291712444) | > loss_1: 27.602611541748047 (27.629400889078777)  --> STEP: 4 | > loss_disc: 2.473991870880127 (2.333039104938507) | > loss_disc_real_0: 0.13988128304481506 (0.12722828052937984) | > loss_disc_real_1: 0.175476536154747 (0.16264889389276505) | > loss_disc_real_2: 0.2934490442276001 (0.2851446196436882) | > loss_disc_real_3: 0.19451551139354706 (0.20127373933792114) | > loss_disc_real_4: 0.2070491760969162 (0.2148953452706337) | > loss_disc_real_5: 0.254415899515152 (0.23999139294028282) | > loss_0: 2.473991870880127 (2.333039104938507) | > loss_gen: 2.3678247928619385 (2.5847846269607544) | > loss_kl: 1.998241901397705 (2.089180141687393) | > loss_feat: 6.36720085144043 (7.324709534645081) | > loss_mel: 11.805400848388672 (12.96769404411316) | > loss_duration: 1.7548855543136597 (1.8290702104568481) | > loss_1: 24.29355239868164 (26.795438766479492) --> EVAL PERFORMANCE | > avg_loader_time: 0.28039562702178955 (-0.0028287172317504883) | > avg_loss_disc: 2.333039104938507 (+0.018992364406585693) | > avg_loss_disc_real_0: 0.12722828052937984 (-0.04851878248155117) | > avg_loss_disc_real_1: 0.16264889389276505 (-0.02230140194296837) | > avg_loss_disc_real_2: 0.2851446196436882 (+0.05441826954483986) | > avg_loss_disc_real_3: 0.20127373933792114 (-0.07186941057443619) | > avg_loss_disc_real_4: 0.2148953452706337 (-0.050245143473148346) | > avg_loss_disc_real_5: 0.23999139294028282 (+0.0006257891654968262) | > avg_loss_0: 2.333039104938507 (+0.018992364406585693) | > avg_loss_gen: 2.5847846269607544 (-0.4428587555885315) | > avg_loss_kl: 2.089180141687393 (+0.03801652789115906) | > avg_loss_feat: 7.324709534645081 (-0.7622058391571045) | > avg_loss_mel: 12.96769404411316 (-0.07113218307495117) | > avg_loss_duration: 1.8290702104568481 (+0.006906360387802124) | > avg_loss_1: 26.795438766479492 (-1.2312736511230469)  > EPOCH: 373/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 07:18:08)   --> TIME: 2025-05-11 07:18:20 -- STEP: 12/725 -- GLOBAL_STEP: 316300 | > loss_disc: 2.2461094856262207 (2.204973797003428) | > loss_disc_real_0: 0.15895020961761475 (0.13773173093795776) | > loss_disc_real_1: 0.21403314173221588 (0.19332230960329375) | > loss_disc_real_2: 0.19562064111232758 (0.1925307847559452) | > loss_disc_real_3: 0.2071533352136612 (0.2081351379553477) | > loss_disc_real_4: 0.21460114419460297 (0.19046894585092863) | > loss_disc_real_5: 0.19396227598190308 (0.20576482142011324) | > loss_0: 2.2461094856262207 (2.204973797003428) | > grad_norm_0: tensor(19.8203, device='cuda:0') (tensor(25.7071, device='cuda:0')) | > loss_gen: 2.7453908920288086 (2.810362537701925) | > loss_kl: 1.8157854080200195 (1.701963206132253) | > loss_feat: 8.662299156188965 (8.477975090344747) | > loss_mel: 13.277981758117676 (13.20573123296102) | > loss_duration: 1.7001819610595703 (1.6705074807008107) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.20163917541504 (27.86653995513916) | > grad_norm_1: tensor(306.2353, device='cuda:0') (tensor(421.3379, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8521 (0.8366174101829529) | > loader_time: 0.0093 (0.010472555955251059)  --> TIME: 2025-05-11 07:19:03 -- STEP: 62/725 -- GLOBAL_STEP: 316350 | > loss_disc: 2.239731788635254 (2.19602261435601) | > loss_disc_real_0: 0.17572633922100067 (0.13760064253883983) | > loss_disc_real_1: 0.20285014808177948 (0.19087865059414216) | > loss_disc_real_2: 0.20054972171783447 (0.1878902741497563) | > loss_disc_real_3: 0.2038886398077011 (0.20517600231593655) | > loss_disc_real_4: 0.20123744010925293 (0.19281280978072074) | > loss_disc_real_5: 0.19094456732273102 (0.20651736615165586) | > loss_0: 2.239731788635254 (2.19602261435601) | > grad_norm_0: tensor(28.1068, device='cuda:0') (tensor(23.1772, device='cuda:0')) | > loss_gen: 2.6416516304016113 (2.7839853725125714) | > loss_kl: 1.6747316122055054 (1.7021952175324964) | > loss_feat: 7.883482456207275 (8.299772885537916) | > loss_mel: 12.537225723266602 (13.009168209568147) | > loss_duration: 1.7058614492416382 (1.6656906104856921) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.44295310974121 (27.4608121995003) | > grad_norm_1: tensor(464.6435, device='cuda:0') (tensor(427.3046, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.83 (0.8451518897087343) | > loader_time: 0.0096 (0.010501019416316863)  --> TIME: 2025-05-11 07:19:46 -- STEP: 112/725 -- GLOBAL_STEP: 316400 | > loss_disc: 2.1992979049682617 (2.1890790536999707) | > loss_disc_real_0: 0.1576581597328186 (0.13700808850782265) | > loss_disc_real_1: 0.20088985562324524 (0.1887742037485753) | > loss_disc_real_2: 0.17569640278816223 (0.1871840199455619) | > loss_disc_real_3: 0.23055900633335114 (0.20456025603094272) | > loss_disc_real_4: 0.19163230061531067 (0.19257541865642583) | > loss_disc_real_5: 0.21798676252365112 (0.20629720123750822) | > loss_0: 2.1992979049682617 (2.1890790536999707) | > grad_norm_0: tensor(14.9605, device='cuda:0') (tensor(20.9834, device='cuda:0')) | > loss_gen: 2.7820024490356445 (2.795614476714815) | > loss_kl: 1.6733194589614868 (1.6999413999063628) | > loss_feat: 7.6356635093688965 (8.384498664311002) | > loss_mel: 12.311539649963379 (13.072625739233834) | > loss_duration: 1.6714102029800415 (1.66881655475923) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.073932647705078 (27.62149681363787) | > grad_norm_1: tensor(252.7402, device='cuda:0') (tensor(411.2676, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8181 (0.8418083190917969) | > loader_time: 0.0094 (0.010260011468614853)  --> TIME: 2025-05-11 07:20:28 -- STEP: 162/725 -- GLOBAL_STEP: 316450 | > loss_disc: 2.221468925476074 (2.1936523185835957) | > loss_disc_real_0: 0.1538017988204956 (0.13756647223123805) | > loss_disc_real_1: 0.2144974321126938 (0.18893357991804313) | > loss_disc_real_2: 0.19943785667419434 (0.18679970033742763) | > loss_disc_real_3: 0.2119273990392685 (0.20490975153666954) | > loss_disc_real_4: 0.19816696643829346 (0.1933541904077117) | > loss_disc_real_5: 0.19030803442001343 (0.20706486205259958) | > loss_0: 2.221468925476074 (2.1936523185835957) | > grad_norm_0: tensor(15.4205, device='cuda:0') (tensor(19.3795, device='cuda:0')) | > loss_gen: 2.6565704345703125 (2.7842044285785996) | > loss_kl: 1.6454263925552368 (1.7034935082918332) | > loss_feat: 8.015284538269043 (8.361496825277076) | > loss_mel: 13.04106616973877 (13.060178338745494) | > loss_duration: 1.643532156944275 (1.6699413156803744) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.001880645751953 (27.579314373157644) | > grad_norm_1: tensor(238.5090, device='cuda:0') (tensor(362.4799, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8205 (0.8387658949251529) | > loader_time: 0.0098 (0.010104092550866401)  --> TIME: 2025-05-11 07:21:10 -- STEP: 212/725 -- GLOBAL_STEP: 316500 | > loss_disc: 2.172370433807373 (2.198417627024201) | > loss_disc_real_0: 0.14952072501182556 (0.13925299080053594) | > loss_disc_real_1: 0.18704208731651306 (0.18914538333719635) | > loss_disc_real_2: 0.2166011482477188 (0.18707693986735255) | > loss_disc_real_3: 0.20719212293624878 (0.20529911702252784) | > loss_disc_real_4: 0.2288670837879181 (0.19370939969173012) | > loss_disc_real_5: 0.22659732401371002 (0.20714512551730535) | > loss_0: 2.172370433807373 (2.198417627024201) | > grad_norm_0: tensor(30.8391, device='cuda:0') (tensor(20.1180, device='cuda:0')) | > loss_gen: 2.8223421573638916 (2.7826055074637788) | > loss_kl: 1.5991991758346558 (1.7102184301277377) | > loss_feat: 8.564102172851562 (8.342898589260185) | > loss_mel: 13.34569263458252 (13.063991429670802) | > loss_duration: 1.6853376626968384 (1.6702550256027366) | > amp_scaler: 256.0 (286.188679245283) | > loss_1: 28.016674041748047 (27.569968988310617) | > grad_norm_1: 0 (tensor(367.7499, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8088 (0.838591310213197) | > loader_time: 0.0099 (0.010096668072466591)  --> TIME: 2025-05-11 07:21:53 -- STEP: 262/725 -- GLOBAL_STEP: 316550 | > loss_disc: 2.100261926651001 (2.1959149023048767) | > loss_disc_real_0: 0.11148635298013687 (0.13879862683647468) | > loss_disc_real_1: 0.2009977102279663 (0.18920377602104016) | > loss_disc_real_2: 0.1730739325284958 (0.1868485365318888) | > loss_disc_real_3: 0.22726652026176453 (0.20491513615573637) | > loss_disc_real_4: 0.2118222713470459 (0.19388209544975332) | > loss_disc_real_5: 0.23568837344646454 (0.2065361958878641) | > loss_0: 2.100261926651001 (2.1959149023048767) | > grad_norm_0: tensor(19.7150, device='cuda:0') (tensor(20.7591, device='cuda:0')) | > loss_gen: 2.985349655151367 (2.784906565688038) | > loss_kl: 1.761057734489441 (1.7163380457244757) | > loss_feat: 9.22023868560791 (8.359924485665251) | > loss_mel: 14.35513973236084 (13.091109133858717) | > loss_duration: 1.6775643825531006 (1.6713221059500716) | > amp_scaler: 256.0 (280.4274809160305) | > loss_1: 29.999351501464844 (27.623600348261476) | > grad_norm_1: tensor(553.1255, device='cuda:0') (tensor(376.8379, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.875 (0.8377093713702136) | > loader_time: 0.0097 (0.010076844965228607)  --> TIME: 2025-05-11 07:22:36 -- STEP: 312/725 -- GLOBAL_STEP: 316600 | > loss_disc: 2.2202255725860596 (2.195881643738503) | > loss_disc_real_0: 0.09951025992631912 (0.13829733046870202) | > loss_disc_real_1: 0.1657092571258545 (0.1890168428325501) | > loss_disc_real_2: 0.17246335744857788 (0.1869422786701948) | > loss_disc_real_3: 0.20890279114246368 (0.2052601700982987) | > loss_disc_real_4: 0.18679039180278778 (0.19366758832564723) | > loss_disc_real_5: 0.23988206684589386 (0.20672965231232154) | > loss_0: 2.2202255725860596 (2.195881643738503) | > grad_norm_0: tensor(22.0114, device='cuda:0') (tensor(20.8389, device='cuda:0')) | > loss_gen: 2.615636110305786 (2.782629350057014) | > loss_kl: 1.686826229095459 (1.7180428038804956) | > loss_feat: 7.616795539855957 (8.358484019071637) | > loss_mel: 12.337898254394531 (13.102053345778057) | > loss_duration: 1.6646552085876465 (1.6708923077736137) | > amp_scaler: 256.0 (276.51282051282044) | > loss_1: 25.921812057495117 (27.63210190870823) | > grad_norm_1: tensor(451.6485, device='cuda:0') (tensor(376.4399, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.821 (0.8388705161901624) | > loader_time: 0.0107 (0.010014656262520035)  --> TIME: 2025-05-11 07:23:18 -- STEP: 362/725 -- GLOBAL_STEP: 316650 | > loss_disc: 2.3083677291870117 (2.1987689242837187) | > loss_disc_real_0: 0.11839430779218674 (0.13832352664424566) | > loss_disc_real_1: 0.18945765495300293 (0.18959585412595817) | > loss_disc_real_2: 0.22071917355060577 (0.18726311364720538) | > loss_disc_real_3: 0.19847457110881805 (0.2052763918651402) | > loss_disc_real_4: 0.23110784590244293 (0.194031554238243) | > loss_disc_real_5: 0.2033422738313675 (0.20728094871696187) | > loss_0: 2.3083677291870117 (2.1987689242837187) | > grad_norm_0: tensor(16.2491, device='cuda:0') (tensor(20.7806, device='cuda:0')) | > loss_gen: 2.6059956550598145 (2.7774667706937417) | > loss_kl: 1.8015503883361816 (1.7236341620018465) | > loss_feat: 7.374782085418701 (8.341392307650326) | > loss_mel: 11.562165260314941 (13.094880541385214) | > loss_duration: 1.6140607595443726 (1.6698483541525524) | > amp_scaler: 256.0 (273.67955801104966) | > loss_1: 24.958555221557617 (27.60722218297463) | > grad_norm_1: tensor(461.8674, device='cuda:0') (tensor(375.5632, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8329 (0.8387374291762466) | > loader_time: 0.0094 (0.010017039367507178)  --> TIME: 2025-05-11 07:24:01 -- STEP: 412/725 -- GLOBAL_STEP: 316700 | > loss_disc: 2.3565454483032227 (2.1985702702721346) | > loss_disc_real_0: 0.139780193567276 (0.13816248471803458) | > loss_disc_real_1: 0.21071968972682953 (0.1896255856144776) | > loss_disc_real_2: 0.20736871659755707 (0.18704192857574492) | > loss_disc_real_3: 0.21044126152992249 (0.20528468645168743) | > loss_disc_real_4: 0.22036409378051758 (0.19401555851969904) | > loss_disc_real_5: 0.19644390046596527 (0.20738157007879424) | > loss_0: 2.3565454483032227 (2.1985702702721346) | > grad_norm_0: tensor(20.6387, device='cuda:0') (tensor(20.7696, device='cuda:0')) | > loss_gen: 2.6157872676849365 (2.7730587090103374) | > loss_kl: 1.7056258916854858 (1.7277078391278828) | > loss_feat: 7.1083173751831055 (8.318989492157126) | > loss_mel: 11.939264297485352 (13.069630180747769) | > loss_duration: 1.68191397190094 (1.6706208332071022) | > amp_scaler: 256.0 (271.53398058252424) | > loss_1: 25.0509090423584 (27.560007062930506) | > grad_norm_1: tensor(413.1694, device='cuda:0') (tensor(374.4489, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.841 (0.8382877742202539) | > loader_time: 0.0096 (0.010013108693280268)  --> TIME: 2025-05-11 07:24:43 -- STEP: 462/725 -- GLOBAL_STEP: 316750 | > loss_disc: 2.01122784614563 (2.20198988682264) | > loss_disc_real_0: 0.10098850727081299 (0.13828355252936275) | > loss_disc_real_1: 0.17720022797584534 (0.18992029856164738) | > loss_disc_real_2: 0.19204173982143402 (0.18730963937518916) | > loss_disc_real_3: 0.21701565384864807 (0.20553542367178643) | > loss_disc_real_4: 0.16625258326530457 (0.19445262284892978) | > loss_disc_real_5: 0.18995845317840576 (0.20789534417968808) | > loss_0: 2.01122784614563 (2.20198988682264) | > grad_norm_0: tensor(26.9074, device='cuda:0') (tensor(20.3226, device='cuda:0')) | > loss_gen: 3.164875030517578 (2.7666006330803876) | > loss_kl: 1.7609317302703857 (1.7289346810027115) | > loss_feat: 9.321648597717285 (8.287093923205422) | > loss_mel: 14.360807418823242 (13.047010341247958) | > loss_duration: 1.6916416883468628 (1.670284193057518) | > amp_scaler: 256.0 (269.8528138528138) | > loss_1: 30.299903869628906 (27.499923788623892) | > grad_norm_1: tensor(476.3652, device='cuda:0') (tensor(365.1958, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.7867 (0.8380368235823399) | > loader_time: 0.0098 (0.009981807176168865)  --> TIME: 2025-05-11 07:25:26 -- STEP: 512/725 -- GLOBAL_STEP: 316800 | > loss_disc: 2.0245399475097656 (2.2018633384723225) | > loss_disc_real_0: 0.10703042894601822 (0.1378946308250305) | > loss_disc_real_1: 0.17073439061641693 (0.19009070241008888) | > loss_disc_real_2: 0.19998067617416382 (0.18748979197698645) | > loss_disc_real_3: 0.1864716112613678 (0.2055009783653077) | > loss_disc_real_4: 0.15714116394519806 (0.19468159720418043) | > loss_disc_real_5: 0.18427421152591705 (0.2076675131393131) | > loss_0: 2.0245399475097656 (2.2018633384723225) | > grad_norm_0: tensor(11.1330, device='cuda:0') (tensor(20.2315, device='cuda:0')) | > loss_gen: 3.049607992172241 (2.766707709990442) | > loss_kl: 1.830687165260315 (1.7254345677793024) | > loss_feat: 10.136476516723633 (8.292791968211532) | > loss_mel: 13.719415664672852 (13.067997643724087) | > loss_duration: 1.6456739902496338 (1.6707888618111606) | > amp_scaler: 256.0 (268.49999999999994) | > loss_1: 30.38186264038086 (27.523720741271973) | > grad_norm_1: tensor(440.6379, device='cuda:0') (tensor(366.8805, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8342 (0.8375650700181725) | > loader_time: 0.0109 (0.009982254821807148)  --> TIME: 2025-05-11 07:26:09 -- STEP: 562/725 -- GLOBAL_STEP: 316850 | > loss_disc: 2.106796979904175 (2.2003188886252167) | > loss_disc_real_0: 0.1385074257850647 (0.13767933259549078) | > loss_disc_real_1: 0.1836967170238495 (0.19017805432191517) | > loss_disc_real_2: 0.17446471750736237 (0.1874669605992019) | > loss_disc_real_3: 0.19974660873413086 (0.20540965459843122) | > loss_disc_real_4: 0.2000744789838791 (0.19483802976663425) | > loss_disc_real_5: 0.22825434803962708 (0.20743398392221685) | > loss_0: 2.106796979904175 (2.2003188886252167) | > grad_norm_0: tensor(11.8281, device='cuda:0') (tensor(20.5920, device='cuda:0')) | > loss_gen: 3.0823261737823486 (2.770318204397834) | > loss_kl: 1.755276083946228 (1.727310305600489) | > loss_feat: 9.786237716674805 (8.293955908975569) | > loss_mel: 14.778841972351074 (13.064210055137446) | > loss_duration: 1.6383157968521118 (1.6704820920564099) | > amp_scaler: 256.0 (267.3879003558719) | > loss_1: 31.040996551513672 (27.526276561289066) | > grad_norm_1: tensor(332.4209, device='cuda:0') (tensor(370.9508, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8933 (0.8376570634570412) | > loader_time: 0.0102 (0.009973519637491357)  --> TIME: 2025-05-11 07:26:52 -- STEP: 612/725 -- GLOBAL_STEP: 316900 | > loss_disc: 2.106367826461792 (2.2021123048137214) | > loss_disc_real_0: 0.10923256725072861 (0.1377332736829331) | > loss_disc_real_1: 0.18117676675319672 (0.19037432123730375) | > loss_disc_real_2: 0.19266203045845032 (0.18817702968136168) | > loss_disc_real_3: 0.21474842727184296 (0.20537803899131568) | > loss_disc_real_4: 0.16885678470134735 (0.1950886322830628) | > loss_disc_real_5: 0.2053215354681015 (0.20728132372198538) | > loss_0: 2.106367826461792 (2.2021123048137214) | > grad_norm_0: tensor(14.2608, device='cuda:0') (tensor(20.5249, device='cuda:0')) | > loss_gen: 2.8596439361572266 (2.7687874646747836) | > loss_kl: 1.6879026889801025 (1.726822370018055) | > loss_feat: 9.292586326599121 (8.289285484482258) | > loss_mel: 14.384567260742188 (13.068995595757482) | > loss_duration: 1.6007717847824097 (1.6698421019744236) | > amp_scaler: 256.0 (266.45751633986936) | > loss_1: 29.825469970703125 (27.523733014374777) | > grad_norm_1: tensor(478.2980, device='cuda:0') (tensor(370.1352, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8076 (0.8383182548229994) | > loader_time: 0.0093 (0.009967460351831776)  --> TIME: 2025-05-11 07:27:35 -- STEP: 662/725 -- GLOBAL_STEP: 316950 | > loss_disc: 2.218015432357788 (2.2016686368564846) | > loss_disc_real_0: 0.10886385291814804 (0.13778231632853544) | > loss_disc_real_1: 0.19647686183452606 (0.19042401108046664) | > loss_disc_real_2: 0.18357443809509277 (0.18819822832446817) | > loss_disc_real_3: 0.19470669329166412 (0.20529590965757913) | > loss_disc_real_4: 0.19890433549880981 (0.19490860528636209) | > loss_disc_real_5: 0.19930332899093628 (0.2073651585964278) | > loss_0: 2.218015432357788 (2.2016686368564846) | > grad_norm_0: tensor(13.9238, device='cuda:0') (tensor(20.3157, device='cuda:0')) | > loss_gen: 2.6956026554107666 (2.7685812193101307) | > loss_kl: 1.7399787902832031 (1.7285714659085802) | > loss_feat: 8.05681324005127 (8.28202642486895) | > loss_mel: 12.359247207641602 (13.051829068682345) | > loss_duration: 1.6857801675796509 (1.6698739038853474) | > amp_scaler: 256.0 (265.6676737160121) | > loss_1: 26.53742218017578 (27.50088206518813) | > grad_norm_1: tensor(413.8651, device='cuda:0') (tensor(366.7764, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.8602 (0.8389388549724017) | > loader_time: 0.0134 (0.009975356637891335)  --> TIME: 2025-05-11 07:28:17 -- STEP: 712/725 -- GLOBAL_STEP: 317000 | > loss_disc: 2.1918139457702637 (2.201264771350317) | > loss_disc_real_0: 0.1945120394229889 (0.13797818175569324) | > loss_disc_real_1: 0.18970948457717896 (0.19025550793144802) | > loss_disc_real_2: 0.19737133383750916 (0.18824754113310516) | > loss_disc_real_3: 0.22604072093963623 (0.20530850193306296) | > loss_disc_real_4: 0.20033733546733856 (0.19490230642259132) | > loss_disc_real_5: 0.19972456991672516 (0.20707007499641916) | > loss_0: 2.1918139457702637 (2.201264771350317) | > grad_norm_0: tensor(12.9017, device='cuda:0') (tensor(20.3986, device='cuda:0')) | > loss_gen: 2.8851420879364014 (2.770822215950895) | > loss_kl: 1.678092122077942 (1.7271297865369344) | > loss_feat: 7.956549167633057 (8.280694739202438) | > loss_mel: 12.83788776397705 (13.052379957745584) | > loss_duration: 1.662111520767212 (1.6693256574400344) | > amp_scaler: 256.0 (264.9887640449439) | > loss_1: 27.01978302001953 (27.500352353192447) | > grad_norm_1: tensor(444.2888, device='cuda:0') (tensor(368.2961, device='cuda:0')) | > current_lr_0: 0.00019088849318325227 | > current_lr_1: 0.00019088849318325227 | > step_time: 0.811 (0.8390977014316605) | > loader_time: 0.01 (0.009996119509921984) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_317000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.305936574935913 (2.305936574935913) | > loss_disc_real_0: 0.17402231693267822 (0.17402231693267822) | > loss_disc_real_1: 0.1965492218732834 (0.1965492218732834) | > loss_disc_real_2: 0.2519766688346863 (0.2519766688346863) | > loss_disc_real_3: 0.22984139621257782 (0.22984139621257782) | > loss_disc_real_4: 0.22482654452323914 (0.22482654452323914) | > loss_disc_real_5: 0.2334354817867279 (0.2334354817867279) | > loss_0: 2.305936574935913 (2.305936574935913) | > loss_gen: 2.8135619163513184 (2.8135619163513184) | > loss_kl: 2.0056986808776855 (2.0056986808776855) | > loss_feat: 8.428783416748047 (8.428783416748047) | > loss_mel: 13.656521797180176 (13.656521797180176) | > loss_duration: 1.7254629135131836 (1.7254629135131836) | > loss_1: 28.630027770996094 (28.630027770996094)  --> STEP: 1 | > loss_disc: 2.3148446083068848 (2.3148446083068848) | > loss_disc_real_0: 0.1853826940059662 (0.1853826940059662) | > loss_disc_real_1: 0.20864596962928772 (0.20864596962928772) | > loss_disc_real_2: 0.257515013217926 (0.257515013217926) | > loss_disc_real_3: 0.234229177236557 (0.234229177236557) | > loss_disc_real_4: 0.22242987155914307 (0.22242987155914307) | > loss_disc_real_5: 0.21630707383155823 (0.21630707383155823) | > loss_0: 2.3148446083068848 (2.3148446083068848) | > loss_gen: 2.8610925674438477 (2.8610925674438477) | > loss_kl: 2.328357458114624 (2.328357458114624) | > loss_feat: 8.021860122680664 (8.021860122680664) | > loss_mel: 13.577322006225586 (13.577322006225586) | > loss_duration: 1.8352102041244507 (1.8352102041244507) | > loss_1: 28.623842239379883 (28.623842239379883)  --> STEP: 2 | > loss_disc: 2.396536350250244 (2.3556904792785645) | > loss_disc_real_0: 0.19484955072402954 (0.19011612236499786) | > loss_disc_real_1: 0.20837581157684326 (0.2085108906030655) | > loss_disc_real_2: 0.25501754879951477 (0.2562662810087204) | > loss_disc_real_3: 0.2211730182170868 (0.2277010977268219) | > loss_disc_real_4: 0.23939353227615356 (0.23091170191764832) | > loss_disc_real_5: 0.2134789377450943 (0.21489300578832626) | > loss_0: 2.396536350250244 (2.3556904792785645) | > loss_gen: 2.607828378677368 (2.734460473060608) | > loss_kl: 1.9444329738616943 (2.136395215988159) | > loss_feat: 7.066339015960693 (7.544099569320679) | > loss_mel: 12.218360900878906 (12.897841453552246) | > loss_duration: 1.8750896453857422 (1.8551499247550964) | > loss_1: 25.712051391601562 (27.167946815490723)  --> STEP: 3 | > loss_disc: 2.445525646209717 (2.3856355349222818) | > loss_disc_real_0: 0.20454619824886322 (0.19492614765961966) | > loss_disc_real_1: 0.22122398018836975 (0.21274858713150024) | > loss_disc_real_2: 0.257983922958374 (0.2568388283252716) | > loss_disc_real_3: 0.20917178690433502 (0.22152466078599295) | > loss_disc_real_4: 0.24423491954803467 (0.23535277446111044) | > loss_disc_real_5: 0.2317180335521698 (0.2205013483762741) | > loss_0: 2.445525646209717 (2.3856355349222818) | > loss_gen: 2.595930814743042 (2.688283920288086) | > loss_kl: 2.043793201446533 (2.105527877807617) | > loss_feat: 7.215958595275879 (7.434719244639079) | > loss_mel: 11.838851928710938 (12.54484494527181) | > loss_duration: 1.8352415561676025 (1.8485138018925984) | > loss_1: 25.529775619506836 (26.62188975016276)  --> STEP: 4 | > loss_disc: 2.46697735786438 (2.4059709906578064) | > loss_disc_real_0: 0.1841992288827896 (0.19224441796541214) | > loss_disc_real_1: 0.2304503619670868 (0.21717403084039688) | > loss_disc_real_2: 0.2701363265514374 (0.26016320288181305) | > loss_disc_real_3: 0.20804233849048615 (0.21815408021211624) | > loss_disc_real_4: 0.2297222912311554 (0.23394515365362167) | > loss_disc_real_5: 0.259426087141037 (0.23023253306746483) | > loss_0: 2.46697735786438 (2.4059709906578064) | > loss_gen: 2.5069594383239746 (2.642952799797058) | > loss_kl: 1.8347008228302002 (2.037821114063263) | > loss_feat: 5.826076507568359 (7.032558560371399) | > loss_mel: 10.961349487304688 (12.14897108078003) | > loss_duration: 1.7906043529510498 (1.8340364396572113) | > loss_1: 22.91969108581543 (25.696340084075928) --> EVAL PERFORMANCE | > avg_loader_time: 0.2770165801048279 (-0.00337904691696167) | > avg_loss_disc: 2.4059709906578064 (+0.07293188571929932) | > avg_loss_disc_real_0: 0.19224441796541214 (+0.0650161374360323) | > avg_loss_disc_real_1: 0.21717403084039688 (+0.054525136947631836) | > avg_loss_disc_real_2: 0.26016320288181305 (-0.024981416761875153) | > avg_loss_disc_real_3: 0.21815408021211624 (+0.0168803408741951) | > avg_loss_disc_real_4: 0.23394515365362167 (+0.019049808382987976) | > avg_loss_disc_real_5: 0.23023253306746483 (-0.009758859872817993) | > avg_loss_0: 2.4059709906578064 (+0.07293188571929932) | > avg_loss_gen: 2.642952799797058 (+0.05816817283630371) | > avg_loss_kl: 2.037821114063263 (-0.05135902762413025) | > avg_loss_feat: 7.032558560371399 (-0.29215097427368164) | > avg_loss_mel: 12.14897108078003 (-0.8187229633331299) | > avg_loss_duration: 1.8340364396572113 (+0.004966229200363159) | > avg_loss_1: 25.696340084075928 (-1.0990986824035645)  > EPOCH: 374/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 07:28:37)   --> TIME: 2025-05-11 07:29:11 -- STEP: 37/725 -- GLOBAL_STEP: 317050 | > loss_disc: 2.1857872009277344 (2.2146493873080693) | > loss_disc_real_0: 0.09804702550172806 (0.13510335478428248) | > loss_disc_real_1: 0.18758830428123474 (0.1951392244648289) | > loss_disc_real_2: 0.17950646579265594 (0.19066187054724307) | > loss_disc_real_3: 0.23837222158908844 (0.20594868386113965) | > loss_disc_real_4: 0.2111550271511078 (0.1964252051469442) | > loss_disc_real_5: 0.19124647974967957 (0.20705774587553902) | > loss_0: 2.1857872009277344 (2.2146493873080693) | > grad_norm_0: tensor(17.7710, device='cuda:0') (tensor(16.0455, device='cuda:0')) | > loss_gen: 2.7507739067077637 (2.7276517571629704) | > loss_kl: 1.6742403507232666 (1.7243192904704325) | > loss_feat: 8.501033782958984 (8.125068290813552) | > loss_mel: 13.11557388305664 (12.91922680107323) | > loss_duration: 1.6562156677246094 (1.6635489367149972) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.697837829589844 (27.15981493769465) | > grad_norm_1: tensor(376.5312, device='cuda:0') (tensor(314.5412, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.852 (0.8464938627706992) | > loader_time: 0.0119 (0.010097258799784892)  --> TIME: 2025-05-11 07:29:54 -- STEP: 87/725 -- GLOBAL_STEP: 317100 | > loss_disc: 2.1987104415893555 (2.2158738881692135) | > loss_disc_real_0: 0.15050074458122253 (0.137809455908578) | > loss_disc_real_1: 0.1988045573234558 (0.19359717749316116) | > loss_disc_real_2: 0.1654454469680786 (0.19043847541699463) | > loss_disc_real_3: 0.1880948394536972 (0.20495533001148838) | > loss_disc_real_4: 0.2027834802865982 (0.19607857606191745) | > loss_disc_real_5: 0.23972535133361816 (0.20826185126414246) | > loss_0: 2.1987104415893555 (2.2158738881692135) | > grad_norm_0: tensor(20.4141, device='cuda:0') (tensor(16.9753, device='cuda:0')) | > loss_gen: 2.8647642135620117 (2.7327984338519213) | > loss_kl: 1.7947165966033936 (1.7225162284127598) | > loss_feat: 8.33513069152832 (8.15088991187085) | > loss_mel: 13.19955825805664 (12.964585391954444) | > loss_duration: 1.6485062837600708 (1.6665093556217763) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.84267807006836 (27.237299338154408) | > grad_norm_1: tensor(440.2367, device='cuda:0') (tensor(318.6249, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8224 (0.847599870857151) | > loader_time: 0.0098 (0.010015504113559065)  --> TIME: 2025-05-11 07:30:37 -- STEP: 137/725 -- GLOBAL_STEP: 317150 | > loss_disc: 1.995574712753296 (2.2084182840194155) | > loss_disc_real_0: 0.09694510698318481 (0.136914594003754) | > loss_disc_real_1: 0.1737935096025467 (0.19209860939614093) | > loss_disc_real_2: 0.15119054913520813 (0.18907159262329992) | > loss_disc_real_3: 0.18622657656669617 (0.20507650816962666) | > loss_disc_real_4: 0.179788738489151 (0.19543398079210825) | > loss_disc_real_5: 0.19775362312793732 (0.2081865308276058) | > loss_0: 1.995574712753296 (2.2084182840194155) | > grad_norm_0: tensor(31.1070, device='cuda:0') (tensor(17.9942, device='cuda:0')) | > loss_gen: 3.0131278038024902 (2.74416466350973) | > loss_kl: 1.7292686700820923 (1.717020113102711) | > loss_feat: 9.668157577514648 (8.217140051570254) | > loss_mel: 13.789263725280762 (12.9790930922014) | > loss_duration: 1.6430656909942627 (1.6665088277663627) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.842885971069336 (27.32392685604792) | > grad_norm_1: tensor(457.1811, device='cuda:0') (tensor(331.2526, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.814 (0.8506811900730551) | > loader_time: 0.0095 (0.010013971885625462)  --> TIME: 2025-05-11 07:31:20 -- STEP: 187/725 -- GLOBAL_STEP: 317200 | > loss_disc: 2.0320076942443848 (2.209382868068105) | > loss_disc_real_0: 0.13755269348621368 (0.13708476694350583) | > loss_disc_real_1: 0.18561208248138428 (0.19236109011313499) | > loss_disc_real_2: 0.1980462670326233 (0.1892075797612655) | > loss_disc_real_3: 0.1904788613319397 (0.20542551561154146) | > loss_disc_real_4: 0.1612783819437027 (0.1958027148947996) | > loss_disc_real_5: 0.17883965373039246 (0.20727456173794792) | > loss_0: 2.0320076942443848 (2.209382868068105) | > grad_norm_0: tensor(23.4906, device='cuda:0') (tensor(18.6168, device='cuda:0')) | > loss_gen: 3.0037360191345215 (2.7502544104734232) | > loss_kl: 1.7501341104507446 (1.7050307173142458) | > loss_feat: 10.15142822265625 (8.2354163052564) | > loss_mel: 14.441548347473145 (12.979703949097006) | > loss_duration: 1.688364028930664 (1.6680938917047836) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.03521156311035 (27.338499314007283) | > grad_norm_1: tensor(495.7878, device='cuda:0') (tensor(334.5791, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8349 (0.8481921945663697) | > loader_time: 0.0095 (0.010001517872121881)  --> TIME: 2025-05-11 07:32:03 -- STEP: 237/725 -- GLOBAL_STEP: 317250 | > loss_disc: 2.150487184524536 (2.2098817221726064) | > loss_disc_real_0: 0.08264843374490738 (0.13723502952589767) | > loss_disc_real_1: 0.1731366068124771 (0.1923461363411151) | > loss_disc_real_2: 0.18910947442054749 (0.18906394829226955) | > loss_disc_real_3: 0.21907809376716614 (0.20577395207519772) | > loss_disc_real_4: 0.19679619371891022 (0.19591878404848687) | > loss_disc_real_5: 0.19699160754680634 (0.2079596192524906) | > loss_0: 2.150487184524536 (2.2098817221726064) | > grad_norm_0: tensor(18.9159, device='cuda:0') (tensor(18.6384, device='cuda:0')) | > loss_gen: 2.8188233375549316 (2.749082115632071) | > loss_kl: 1.9657280445098877 (1.7065445411054394) | > loss_feat: 8.56589126586914 (8.207062566330656) | > loss_mel: 13.65047550201416 (12.96267628166746) | > loss_duration: 1.6448675394058228 (1.6678750323846874) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.645784378051758 (27.29324050291682) | > grad_norm_1: tensor(480.5240, device='cuda:0') (tensor(337.2784, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8123 (0.8477021501034121) | > loader_time: 0.0092 (0.009910993938204608)  --> TIME: 2025-05-11 07:32:46 -- STEP: 287/725 -- GLOBAL_STEP: 317300 | > loss_disc: 2.085216522216797 (2.203594339018501) | > loss_disc_real_0: 0.12305352091789246 (0.1364565852263663) | > loss_disc_real_1: 0.1643533855676651 (0.19192824053224372) | > loss_disc_real_2: 0.18527056276798248 (0.18869244865424137) | > loss_disc_real_3: 0.15558496117591858 (0.20536451228611974) | > loss_disc_real_4: 0.17109069228172302 (0.19531435864727673) | > loss_disc_real_5: 0.19760489463806152 (0.20636302928475972) | > loss_0: 2.085216522216797 (2.203594339018501) | > grad_norm_0: tensor(18.0443, device='cuda:0') (tensor(19.7588, device='cuda:0')) | > loss_gen: 2.9950106143951416 (2.7619626846047667) | > loss_kl: 1.6845285892486572 (1.7088541756108246) | > loss_feat: 9.008550643920898 (8.241723032363193) | > loss_mel: 14.089441299438477 (12.984223428918924) | > loss_duration: 1.6785982847213745 (1.6679010603070676) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.45612907409668 (27.364664350237174) | > grad_norm_1: tensor(171.8175, device='cuda:0') (tensor(353.1738, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8122 (0.8455429210064719) | > loader_time: 0.0096 (0.00988368705590012)  --> TIME: 2025-05-11 07:33:29 -- STEP: 337/725 -- GLOBAL_STEP: 317350 | > loss_disc: 2.223630666732788 (2.2069660513620373) | > loss_disc_real_0: 0.06777148693799973 (0.13713338239345074) | > loss_disc_real_1: 0.17761459946632385 (0.19201915434807632) | > loss_disc_real_2: 0.16890037059783936 (0.1890369772203599) | > loss_disc_real_3: 0.20624816417694092 (0.2057173769887901) | > loss_disc_real_4: 0.2340073436498642 (0.1958091434544555) | > loss_disc_real_5: 0.2138349860906601 (0.2064860172193907) | > loss_0: 2.223630666732788 (2.2069660513620373) | > grad_norm_0: tensor(26.7415, device='cuda:0') (tensor(19.8544, device='cuda:0')) | > loss_gen: 2.775111198425293 (2.758745571979785) | > loss_kl: 1.9102418422698975 (1.7097115849175155) | > loss_feat: 9.46357536315918 (8.22995143545133) | > loss_mel: 14.678596496582031 (12.985332389967372) | > loss_duration: 1.6450252532958984 (1.6677928993185482) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.472551345825195 (27.351533867131355) | > grad_norm_1: tensor(595.4133, device='cuda:0') (tensor(359.4626, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8745 (0.8450835133164858) | > loader_time: 0.0124 (0.009865237980285104)  --> TIME: 2025-05-11 07:34:12 -- STEP: 387/725 -- GLOBAL_STEP: 317400 | > loss_disc: 2.1157846450805664 (2.2068107195910893) | > loss_disc_real_0: 0.09773589670658112 (0.1374937675566021) | > loss_disc_real_1: 0.1657310575246811 (0.19160642769447597) | > loss_disc_real_2: 0.16550765931606293 (0.18891314842596235) | > loss_disc_real_3: 0.213842511177063 (0.2056860757813589) | > loss_disc_real_4: 0.1785169392824173 (0.19573658831821855) | > loss_disc_real_5: 0.2149176001548767 (0.2067935189535452) | > loss_0: 2.1157846450805664 (2.2068107195910893) | > grad_norm_0: tensor(18.9892, device='cuda:0') (tensor(20.2141, device='cuda:0')) | > loss_gen: 2.770608425140381 (2.7610484290800685) | > loss_kl: 1.5853575468063354 (1.70993798924971) | > loss_feat: 8.832233428955078 (8.228718946146406) | > loss_mel: 14.387185096740723 (12.989542894585183) | > loss_duration: 1.7510164976119995 (1.6682949749998346) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.326400756835938 (27.357543210958635) | > grad_norm_1: tensor(107.6160, device='cuda:0') (tensor(367.1213, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8509 (0.8452367628575604) | > loader_time: 0.0104 (0.009874792986137932)  --> TIME: 2025-05-11 07:34:54 -- STEP: 437/725 -- GLOBAL_STEP: 317450 | > loss_disc: 2.1900668144226074 (2.2069387108564946) | > loss_disc_real_0: 0.11746177822351456 (0.13753289311646869) | > loss_disc_real_1: 0.1978248506784439 (0.19139006502022735) | > loss_disc_real_2: 0.18144918978214264 (0.18872790386393093) | > loss_disc_real_3: 0.2109646499156952 (0.2059220618118683) | > loss_disc_real_4: 0.21408995985984802 (0.19582297589877104) | > loss_disc_real_5: 0.208065927028656 (0.20689038502678994) | > loss_0: 2.1900668144226074 (2.2069387108564946) | > grad_norm_0: tensor(12.1989, device='cuda:0') (tensor(20.0578, device='cuda:0')) | > loss_gen: 2.7635958194732666 (2.7588709939262706) | > loss_kl: 1.940968632698059 (1.713549502381471) | > loss_feat: 8.079788208007812 (8.222433980596962) | > loss_mel: 13.265010833740234 (12.962597382150467) | > loss_duration: 1.6386287212371826 (1.6680943311215541) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.687990188598633 (27.3255461468031) | > grad_norm_1: tensor(435.1933, device='cuda:0') (tensor(365.9811, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8738 (0.8445586978161637) | > loader_time: 0.0095 (0.00986015714824337)  --> TIME: 2025-05-11 07:35:37 -- STEP: 487/725 -- GLOBAL_STEP: 317500 | > loss_disc: 2.2265028953552246 (2.2052726486135565) | > loss_disc_real_0: 0.1370830535888672 (0.13753282569455902) | > loss_disc_real_1: 0.18945404887199402 (0.19133842349419605) | > loss_disc_real_2: 0.22016681730747223 (0.18879818454293015) | > loss_disc_real_3: 0.21384194493293762 (0.20547718788808864) | > loss_disc_real_4: 0.2127317488193512 (0.19575095338865472) | > loss_disc_real_5: 0.20600900053977966 (0.2066107174454284) | > loss_0: 2.2265028953552246 (2.2052726486135565) | > grad_norm_0: tensor(27.4627, device='cuda:0') (tensor(20.2314, device='cuda:0')) | > loss_gen: 2.6962287425994873 (2.7627451454099954) | > loss_kl: 1.6148978471755981 (1.712135793247262) | > loss_feat: 7.675826072692871 (8.23157036818518) | > loss_mel: 12.14486026763916 (12.977632130930308) | > loss_duration: 1.6412428617477417 (1.6686490536715217) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.773056030273438 (27.352732437102457) | > grad_norm_1: tensor(449.0489, device='cuda:0') (tensor(370.0490, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8108 (0.8437716534984676) | > loader_time: 0.0098 (0.009871601324061847)  --> TIME: 2025-05-11 07:36:20 -- STEP: 537/725 -- GLOBAL_STEP: 317550 | > loss_disc: 2.258720874786377 (2.2026486285793947) | > loss_disc_real_0: 0.20452609658241272 (0.13737226297014027) | > loss_disc_real_1: 0.19500219821929932 (0.19097321226610153) | > loss_disc_real_2: 0.21353474259376526 (0.1885482277894598) | > loss_disc_real_3: 0.22305774688720703 (0.2052119864598333) | > loss_disc_real_4: 0.19084526598453522 (0.19567704492108115) | > loss_disc_real_5: 0.20720051229000092 (0.20640753825616576) | > loss_0: 2.258720874786377 (2.2026486285793947) | > grad_norm_0: tensor(38.6085, device='cuda:0') (tensor(20.5865, device='cuda:0')) | > loss_gen: 2.7998197078704834 (2.7670952643318123) | > loss_kl: 1.5831676721572876 (1.7129381420004077) | > loss_feat: 8.173321723937988 (8.257813907424383) | > loss_mel: 12.690568923950195 (12.999194640687055) | > loss_duration: 1.6822240352630615 (1.669022609623673) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.92910385131836 (27.40606454675202) | > grad_norm_1: tensor(474.7750, device='cuda:0') (tensor(376.8467, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8322 (0.843481193929633) | > loader_time: 0.0092 (0.009874211121315849)  --> TIME: 2025-05-11 07:37:02 -- STEP: 587/725 -- GLOBAL_STEP: 317600 | > loss_disc: 2.242471694946289 (2.20244414761688) | > loss_disc_real_0: 0.143092542886734 (0.137407692990169) | > loss_disc_real_1: 0.22606243193149567 (0.190787326005086) | > loss_disc_real_2: 0.19880087673664093 (0.1884017345040174) | > loss_disc_real_3: 0.2163105309009552 (0.20524967666175942) | > loss_disc_real_4: 0.2114490270614624 (0.19568564289676268) | > loss_disc_real_5: 0.21574848890304565 (0.2064783520856952) | > loss_0: 2.242471694946289 (2.20244414761688) | > grad_norm_0: tensor(26.7619, device='cuda:0') (tensor(20.6680, device='cuda:0')) | > loss_gen: 2.726557731628418 (2.766582234754678) | > loss_kl: 1.7620031833648682 (1.7135892915563242) | > loss_feat: 8.228757858276367 (8.253971696103045) | > loss_mel: 13.460450172424316 (12.984432254576795) | > loss_duration: 1.6599628925323486 (1.6684917570988202) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.837732315063477 (27.38706722292014) | > grad_norm_1: tensor(228.3120, device='cuda:0') (tensor(379.1388, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.848 (0.8431462888214009) | > loader_time: 0.0097 (0.009850087726339577)  --> TIME: 2025-05-11 07:37:45 -- STEP: 637/725 -- GLOBAL_STEP: 317650 | > loss_disc: 2.0889244079589844 (2.202420072989712) | > loss_disc_real_0: 0.14922384917736053 (0.13723286454166675) | > loss_disc_real_1: 0.17278455197811127 (0.1907076884523104) | > loss_disc_real_2: 0.16758885979652405 (0.1886329168521067) | > loss_disc_real_3: 0.16855347156524658 (0.2052805707022384) | > loss_disc_real_4: 0.13838480412960052 (0.19568355776825722) | > loss_disc_real_5: 0.24634355306625366 (0.2066515562485676) | > loss_0: 2.0889244079589844 (2.202420072989712) | > grad_norm_0: tensor(25.2798, device='cuda:0') (tensor(20.6037, device='cuda:0')) | > loss_gen: 2.723331928253174 (2.7648860528667454) | > loss_kl: 1.7941011190414429 (1.7133757706901156) | > loss_feat: 8.829131126403809 (8.250130127138767) | > loss_mel: 13.977280616760254 (12.978047384384844) | > loss_duration: 1.647681474685669 (1.6684695742381046) | > amp_scaler: 128.0 (255.39717425431712) | > loss_1: 28.971527099609375 (27.374908908382878) | > grad_norm_1: tensor(361.0128, device='cuda:0') (tensor(380.7266, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8422 (0.8431983151278651) | > loader_time: 0.0095 (0.009879562880966699)  --> TIME: 2025-05-11 07:38:28 -- STEP: 687/725 -- GLOBAL_STEP: 317700 | > loss_disc: 2.0925850868225098 (2.2028087316815697) | > loss_disc_real_0: 0.1364099085330963 (0.13744612893813551) | > loss_disc_real_1: 0.20254802703857422 (0.19070705350656514) | > loss_disc_real_2: 0.1840241551399231 (0.1885486366620404) | > loss_disc_real_3: 0.1904548704624176 (0.20540459475749792) | > loss_disc_real_4: 0.18506336212158203 (0.19558061665843138) | > loss_disc_real_5: 0.19936218857765198 (0.2066057978368743) | > loss_0: 2.0925850868225098 (2.2028087316815697) | > grad_norm_0: tensor(12.0277, device='cuda:0') (tensor(20.7052, device='cuda:0')) | > loss_gen: 2.9490036964416504 (2.765028818552497) | > loss_kl: 1.6393004655838013 (1.7141528365566914) | > loss_feat: 9.980533599853516 (8.249906621125072) | > loss_mel: 14.524513244628906 (12.983767571928194) | > loss_duration: 1.6837667226791382 (1.6685236909330494) | > amp_scaler: 128.0 (246.12518195050947) | > loss_1: 30.777118682861328 (27.381379528684214) | > grad_norm_1: tensor(442.1620, device='cuda:0') (tensor(381.7184, device='cuda:0')) | > current_lr_0: 0.00019086463212160436 | > current_lr_1: 0.00019086463212160436 | > step_time: 0.8461 (0.8427058213662891) | > loader_time: 0.0102 (0.009900012217581366)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3763461112976074 (2.3763461112976074) | > loss_disc_real_0: 0.24451179802417755 (0.24451179802417755) | > loss_disc_real_1: 0.18746790289878845 (0.18746790289878845) | > loss_disc_real_2: 0.20508790016174316 (0.20508790016174316) | > loss_disc_real_3: 0.2763906717300415 (0.2763906717300415) | > loss_disc_real_4: 0.24449990689754486 (0.24449990689754486) | > loss_disc_real_5: 0.2694920599460602 (0.2694920599460602) | > loss_0: 2.3763461112976074 (2.3763461112976074) | > loss_gen: 3.0639472007751465 (3.0639472007751465) | > loss_kl: 2.119628429412842 (2.119628429412842) | > loss_feat: 9.04408073425293 (9.04408073425293) | > loss_mel: 14.879278182983398 (14.879278182983398) | > loss_duration: 1.7113773822784424 (1.7113773822784424) | > loss_1: 30.818313598632812 (30.818313598632812)  --> STEP: 1 | > loss_disc: 2.3655433654785156 (2.3655433654785156) | > loss_disc_real_0: 0.2414960414171219 (0.2414960414171219) | > loss_disc_real_1: 0.16810442507266998 (0.16810442507266998) | > loss_disc_real_2: 0.19943928718566895 (0.19943928718566895) | > loss_disc_real_3: 0.2609640061855316 (0.2609640061855316) | > loss_disc_real_4: 0.2590067684650421 (0.2590067684650421) | > loss_disc_real_5: 0.2693555951118469 (0.2693555951118469) | > loss_0: 2.3655433654785156 (2.3655433654785156) | > loss_gen: 2.9422707557678223 (2.9422707557678223) | > loss_kl: 2.1194467544555664 (2.1194467544555664) | > loss_feat: 8.122117042541504 (8.122117042541504) | > loss_mel: 13.674459457397461 (13.674459457397461) | > loss_duration: 1.8300433158874512 (1.8300433158874512) | > loss_1: 28.688337326049805 (28.688337326049805)  --> STEP: 2 | > loss_disc: 2.3665971755981445 (2.36607027053833) | > loss_disc_real_0: 0.2564280927181244 (0.24896206706762314) | > loss_disc_real_1: 0.1803383082151413 (0.17422136664390564) | > loss_disc_real_2: 0.21663923561573029 (0.20803926140069962) | > loss_disc_real_3: 0.2505464255809784 (0.255755215883255) | > loss_disc_real_4: 0.23501089215278625 (0.24700883030891418) | > loss_disc_real_5: 0.24930736422538757 (0.25933147966861725) | > loss_0: 2.3665971755981445 (2.36607027053833) | > loss_gen: 2.885274887084961 (2.9137728214263916) | > loss_kl: 2.0334889888763428 (2.0764678716659546) | > loss_feat: 7.661550998687744 (7.891834020614624) | > loss_mel: 12.80731201171875 (13.240885734558105) | > loss_duration: 1.8642117977142334 (1.8471275568008423) | > loss_1: 27.25183868408203 (27.970088005065918)  --> STEP: 3 | > loss_disc: 2.421353816986084 (2.384498119354248) | > loss_disc_real_0: 0.2592468559741974 (0.2523903300364812) | > loss_disc_real_1: 0.17658503353595734 (0.17500925560792288) | > loss_disc_real_2: 0.21574752032756805 (0.2106086810429891) | > loss_disc_real_3: 0.26934686303138733 (0.26028576493263245) | > loss_disc_real_4: 0.2514699399471283 (0.24849586685498556) | > loss_disc_real_5: 0.27319246530532837 (0.2639518082141876) | > loss_0: 2.421353816986084 (2.384498119354248) | > loss_gen: 2.927168607711792 (2.918238083521525) | > loss_kl: 1.968940019607544 (2.040625254313151) | > loss_feat: 7.514697074890137 (7.766121705373128) | > loss_mel: 13.553282737731934 (13.345018068949381) | > loss_duration: 1.821521520614624 (1.8385922114054363) | > loss_1: 27.785608291625977 (27.908594767252605)  --> STEP: 4 | > loss_disc: 2.601510524749756 (2.438751220703125) | > loss_disc_real_0: 0.2924138903617859 (0.2623962201178074) | > loss_disc_real_1: 0.2062085121870041 (0.18280906975269318) | > loss_disc_real_2: 0.23189488053321838 (0.21593023091554642) | > loss_disc_real_3: 0.2633022367954254 (0.2610398828983307) | > loss_disc_real_4: 0.28163230419158936 (0.2567799761891365) | > loss_disc_real_5: 0.29119259119033813 (0.27076200395822525) | > loss_0: 2.601510524749756 (2.438751220703125) | > loss_gen: 2.728598117828369 (2.870828092098236) | > loss_kl: 1.83768892288208 (1.9898911714553833) | > loss_feat: 6.543570518493652 (7.460483908653259) | > loss_mel: 11.741137504577637 (12.944047927856445) | > loss_duration: 1.75980544090271 (1.8188955187797546) | > loss_1: 24.610801696777344 (27.08414649963379) --> EVAL PERFORMANCE | > avg_loader_time: 0.28593796491622925 (+0.008921384811401367) | > avg_loss_disc: 2.438751220703125 (+0.032780230045318604) | > avg_loss_disc_real_0: 0.2623962201178074 (+0.07015180215239525) | > avg_loss_disc_real_1: 0.18280906975269318 (-0.034364961087703705) | > avg_loss_disc_real_2: 0.21593023091554642 (-0.04423297196626663) | > avg_loss_disc_real_3: 0.2610398828983307 (+0.04288580268621445) | > avg_loss_disc_real_4: 0.2567799761891365 (+0.02283482253551483) | > avg_loss_disc_real_5: 0.27076200395822525 (+0.04052947089076042) | > avg_loss_0: 2.438751220703125 (+0.032780230045318604) | > avg_loss_gen: 2.870828092098236 (+0.22787529230117798) | > avg_loss_kl: 1.9898911714553833 (-0.04792994260787964) | > avg_loss_feat: 7.460483908653259 (+0.42792534828186035) | > avg_loss_mel: 12.944047927856445 (+0.795076847076416) | > avg_loss_duration: 1.8188955187797546 (-0.015140920877456665) | > avg_loss_1: 27.08414649963379 (+1.3878064155578613)  > EPOCH: 375/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 07:39:07)   --> TIME: 2025-05-11 07:39:19 -- STEP: 12/725 -- GLOBAL_STEP: 317750 | > loss_disc: 2.193100929260254 (2.2397511998812356) | > loss_disc_real_0: 0.1671028882265091 (0.1448511096338431) | > loss_disc_real_1: 0.19132369756698608 (0.19306892156600952) | > loss_disc_real_2: 0.19681711494922638 (0.18985255310932794) | > loss_disc_real_3: 0.21304099261760712 (0.20837297290563583) | > loss_disc_real_4: 0.1901993304491043 (0.1989543934663137) | > loss_disc_real_5: 0.19808577001094818 (0.21111092840631804) | > loss_0: 2.193100929260254 (2.2397511998812356) | > grad_norm_0: tensor(20.6660, device='cuda:0') (tensor(25.1696, device='cuda:0')) | > loss_gen: 2.7183027267456055 (2.730292280515035) | > loss_kl: 1.7914543151855469 (1.7845145960648854) | > loss_feat: 7.98475456237793 (8.123204867045084) | > loss_mel: 13.062483787536621 (13.073959430058798) | > loss_duration: 1.6936999559402466 (1.669780820608139) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.250696182250977 (27.381752014160156) | > grad_norm_1: tensor(445.5982, device='cuda:0') (tensor(370.7506, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8332 (0.8336189985275269) | > loader_time: 0.009 (0.009752213954925537)  --> TIME: 2025-05-11 07:40:02 -- STEP: 62/725 -- GLOBAL_STEP: 317800 | > loss_disc: 2.37079119682312 (2.2189876917869804) | > loss_disc_real_0: 0.14039011299610138 (0.1384564653760003) | > loss_disc_real_1: 0.19145962595939636 (0.1907014325261116) | > loss_disc_real_2: 0.1893574297428131 (0.1883972818332334) | > loss_disc_real_3: 0.1932183802127838 (0.2072476412980787) | > loss_disc_real_4: 0.18699777126312256 (0.19559609072823678) | > loss_disc_real_5: 0.24706445634365082 (0.21273880403849385) | > loss_0: 2.37079119682312 (2.2189876917869804) | > grad_norm_0: tensor(20.2173, device='cuda:0') (tensor(16.4801, device='cuda:0')) | > loss_gen: 2.513400077819824 (2.731552570096908) | > loss_kl: 1.639212727546692 (1.7494848812780073) | > loss_feat: 6.896518707275391 (8.243944798746414) | > loss_mel: 12.230175971984863 (13.175682283216908) | > loss_duration: 1.7100205421447754 (1.6651602483564807) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.989328384399414 (27.565824754776493) | > grad_norm_1: tensor(125.9046, device='cuda:0') (tensor(270.9076, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.836 (0.8505209184462025) | > loader_time: 0.0095 (0.00987673959424419)  --> TIME: 2025-05-11 07:40:46 -- STEP: 112/725 -- GLOBAL_STEP: 317850 | > loss_disc: 2.257166862487793 (2.2138959765434265) | > loss_disc_real_0: 0.11829300224781036 (0.13838435915697897) | > loss_disc_real_1: 0.1961725652217865 (0.1903005179816058) | > loss_disc_real_2: 0.17896434664726257 (0.18837841374001332) | > loss_disc_real_3: 0.19893154501914978 (0.2055037167987653) | > loss_disc_real_4: 0.1976965218782425 (0.19538035469927956) | > loss_disc_real_5: 0.24055205285549164 (0.2108759108398642) | > loss_0: 2.257166862487793 (2.2138959765434265) | > grad_norm_0: tensor(26.8721, device='cuda:0') (tensor(18.5757, device='cuda:0')) | > loss_gen: 2.78743839263916 (2.749582492879458) | > loss_kl: 1.7007240056991577 (1.7368788995913096) | > loss_feat: 8.484745979309082 (8.304451776402335) | > loss_mel: 14.334688186645508 (13.216063295091901) | > loss_duration: 1.6809732913970947 (1.6684857255646162) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.988567352294922 (27.675462109701975) | > grad_norm_1: tensor(480.8701, device='cuda:0') (tensor(318.8120, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8323 (0.8509064061301095) | > loader_time: 0.0096 (0.009948313236236576)  --> TIME: 2025-05-11 07:41:29 -- STEP: 162/725 -- GLOBAL_STEP: 317900 | > loss_disc: 2.2683956623077393 (2.2113011626549715) | > loss_disc_real_0: 0.14098089933395386 (0.1376976167530189) | > loss_disc_real_1: 0.193780317902565 (0.19056864441544916) | > loss_disc_real_2: 0.18153531849384308 (0.18886883354481354) | > loss_disc_real_3: 0.19695614278316498 (0.20528425874165546) | > loss_disc_real_4: 0.18553179502487183 (0.19553502998602232) | > loss_disc_real_5: 0.2150169163942337 (0.21004980554183325) | > loss_0: 2.2683956623077393 (2.2113011626549715) | > grad_norm_0: tensor(29.4410, device='cuda:0') (tensor(18.4057, device='cuda:0')) | > loss_gen: 2.6369400024414062 (2.751155807648176) | > loss_kl: 1.7337713241577148 (1.725090067327758) | > loss_feat: 8.278782844543457 (8.295760555031862) | > loss_mel: 13.58635139465332 (13.170763363072902) | > loss_duration: 1.642061471939087 (1.6692477265993748) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.877906799316406 (27.61201743137689) | > grad_norm_1: tensor(240.2206, device='cuda:0') (tensor(327.7828, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8303 (0.8494448028964761) | > loader_time: 0.0095 (0.009921050366060238)  --> TIME: 2025-05-11 07:42:12 -- STEP: 212/725 -- GLOBAL_STEP: 317950 | > loss_disc: 2.3314290046691895 (2.2151623407624803) | > loss_disc_real_0: 0.15967342257499695 (0.13877168607037013) | > loss_disc_real_1: 0.20284433662891388 (0.19078794571588617) | > loss_disc_real_2: 0.198617622256279 (0.1892584281147651) | > loss_disc_real_3: 0.2201002836227417 (0.20551425879294016) | > loss_disc_real_4: 0.2075962871313095 (0.19637978329973393) | > loss_disc_real_5: 0.19228877127170563 (0.20940903602343686) | > loss_0: 2.3314290046691895 (2.2151623407624803) | > grad_norm_0: tensor(18.7143, device='cuda:0') (tensor(19.4118, device='cuda:0')) | > loss_gen: 2.477264404296875 (2.753008649034321) | > loss_kl: 1.5349928140640259 (1.7234459541878608) | > loss_feat: 6.62645149230957 (8.261808255933364) | > loss_mel: 10.764382362365723 (13.131914471680263) | > loss_duration: 1.6805529594421387 (1.6689648330211635) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.08364486694336 (27.53914209581771) | > grad_norm_1: tensor(340.1998, device='cuda:0') (tensor(344.3307, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8494 (0.8503959167678401) | > loader_time: 0.0096 (0.009898349923907581)  --> TIME: 2025-05-11 07:42:55 -- STEP: 262/725 -- GLOBAL_STEP: 318000 | > loss_disc: 2.2820324897766113 (2.2152487262514704) | > loss_disc_real_0: 0.1425815224647522 (0.13921526347407848) | > loss_disc_real_1: 0.21990539133548737 (0.19050438764668595) | > loss_disc_real_2: 0.18950998783111572 (0.18907669670026722) | > loss_disc_real_3: 0.2408766895532608 (0.2055360047530582) | > loss_disc_real_4: 0.2233441174030304 (0.19598910747138593) | > loss_disc_real_5: 0.20727472007274628 (0.20929760866947755) | > loss_0: 2.2820324897766113 (2.2152487262514704) | > grad_norm_0: tensor(12.7027, device='cuda:0') (tensor(20.3461, device='cuda:0')) | > loss_gen: 2.7020270824432373 (2.7528040463687815) | > loss_kl: 1.7308480739593506 (1.7180013520117021) | > loss_feat: 7.653716087341309 (8.254548575131944) | > loss_mel: 13.092323303222656 (13.13177376303054) | > loss_duration: 1.670202374458313 (1.6694814458148166) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.8491153717041 (27.52660911501819) | > grad_norm_1: tensor(123.3442, device='cuda:0') (tensor(351.3264, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8879 (0.8495171224797955) | > loader_time: 0.0098 (0.00991296313191188) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_318000.pth  --> TIME: 2025-05-11 07:43:41 -- STEP: 312/725 -- GLOBAL_STEP: 318050 | > loss_disc: 2.2246811389923096 (2.2153293165640937) | > loss_disc_real_0: 0.09613727033138275 (0.13889855970270348) | > loss_disc_real_1: 0.17019625008106232 (0.19061232869250638) | > loss_disc_real_2: 0.20317251980304718 (0.18892648978493148) | > loss_disc_real_3: 0.18998485803604126 (0.2055545413436798) | > loss_disc_real_4: 0.1922786682844162 (0.19568741660660655) | > loss_disc_real_5: 0.18659888207912445 (0.20978930506568685) | > loss_0: 2.2246811389923096 (2.2153293165640937) | > grad_norm_0: tensor(32.3301, device='cuda:0') (tensor(20.2200, device='cuda:0')) | > loss_gen: 2.6383440494537354 (2.751424259100204) | > loss_kl: 1.6703273057937622 (1.7188012836835322) | > loss_feat: 7.827860355377197 (8.246187940621985) | > loss_mel: 13.246194839477539 (13.110425447806334) | > loss_duration: 1.6608710289001465 (1.6688122714941314) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.043598175048828 (27.49565110451136) | > grad_norm_1: tensor(455.7246, device='cuda:0') (tensor(347.9674, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.849 (0.8489268208161379) | > loader_time: 0.0096 (0.0099317607207176)  --> TIME: 2025-05-11 07:44:24 -- STEP: 362/725 -- GLOBAL_STEP: 318100 | > loss_disc: 2.1622533798217773 (2.210441879475312) | > loss_disc_real_0: 0.09917324781417847 (0.1385383744060334) | > loss_disc_real_1: 0.23119738698005676 (0.19033531824034214) | > loss_disc_real_2: 0.19562816619873047 (0.18854150682358445) | > loss_disc_real_3: 0.1917296200990677 (0.20520154460852977) | > loss_disc_real_4: 0.2030099779367447 (0.19502638848447001) | > loss_disc_real_5: 0.19830559194087982 (0.20945652450810476) | > loss_0: 2.1622533798217773 (2.210441879475312) | > grad_norm_0: tensor(13.9571, device='cuda:0') (tensor(20.1697, device='cuda:0')) | > loss_gen: 2.8860745429992676 (2.756641811428808) | > loss_kl: 1.934118628501892 (1.721775826169641) | > loss_feat: 8.899337768554688 (8.273450219170163) | > loss_mel: 13.869543075561523 (13.124232149914484) | > loss_duration: 1.6105270385742188 (1.6679339678906602) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.199600219726562 (27.544033872488455) | > grad_norm_1: tensor(167.0358, device='cuda:0') (tensor(349.0220, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8403 (0.8495605084118922) | > loader_time: 0.01 (0.009965376959321245)  --> TIME: 2025-05-11 07:45:08 -- STEP: 412/725 -- GLOBAL_STEP: 318150 | > loss_disc: 2.1346242427825928 (2.207171762163197) | > loss_disc_real_0: 0.1119418516755104 (0.13822979915850941) | > loss_disc_real_1: 0.17623846232891083 (0.19001140666094793) | > loss_disc_real_2: 0.186576709151268 (0.1882019619484549) | > loss_disc_real_3: 0.19594725966453552 (0.20501493159862397) | > loss_disc_real_4: 0.17546279728412628 (0.19500153598565492) | > loss_disc_real_5: 0.16947929561138153 (0.20905000419871317) | > loss_0: 2.1346242427825928 (2.207171762163197) | > grad_norm_0: tensor(31.2051, device='cuda:0') (tensor(20.2321, device='cuda:0')) | > loss_gen: 2.955842971801758 (2.7592801127618958) | > loss_kl: 1.7758456468582153 (1.7260411616089275) | > loss_feat: 9.014492988586426 (8.282690525054932) | > loss_mel: 13.750133514404297 (13.114074739437658) | > loss_duration: 1.6826311349868774 (1.6687953541579752) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.178945541381836 (27.550881807086537) | > grad_norm_1: tensor(438.4265, device='cuda:0') (tensor(352.7886, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8658 (0.850974674942424) | > loader_time: 0.0096 (0.009989133158933764)  --> TIME: 2025-05-11 07:45:51 -- STEP: 462/725 -- GLOBAL_STEP: 318200 | > loss_disc: 2.1562917232513428 (2.205445296578593) | > loss_disc_real_0: 0.11412179470062256 (0.13802949858434257) | > loss_disc_real_1: 0.22972550988197327 (0.18985776548390776) | > loss_disc_real_2: 0.21003514528274536 (0.18850096776371905) | > loss_disc_real_3: 0.18913117051124573 (0.2049431386706117) | > loss_disc_real_4: 0.17170953750610352 (0.19505843265361078) | > loss_disc_real_5: 0.1971375197172165 (0.2085267180875266) | > loss_0: 2.1562917232513428 (2.205445296578593) | > grad_norm_0: tensor(17.7306, device='cuda:0') (tensor(20.7797, device='cuda:0')) | > loss_gen: 2.7887039184570312 (2.7657438206982303) | > loss_kl: 1.6531612873077393 (1.7242492150950741) | > loss_feat: 8.30478572845459 (8.297505692486126) | > loss_mel: 13.421350479125977 (13.113923043915719) | > loss_duration: 1.6800010204315186 (1.6688086271802065) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.84800148010254 (27.57023031887038) | > grad_norm_1: tensor(332.6321, device='cuda:0') (tensor(361.5647, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8013 (0.8506144285202026) | > loader_time: 0.0095 (0.010052934353485764)  --> TIME: 2025-05-11 07:46:34 -- STEP: 512/725 -- GLOBAL_STEP: 318250 | > loss_disc: 2.1877317428588867 (2.205199029995128) | > loss_disc_real_0: 0.11581956595182419 (0.13780975664849382) | > loss_disc_real_1: 0.18822075426578522 (0.18965950497658918) | > loss_disc_real_2: 0.1846686154603958 (0.18850425354321482) | > loss_disc_real_3: 0.21835224330425262 (0.2048899621295277) | > loss_disc_real_4: 0.1823042780160904 (0.19498959940392518) | > loss_disc_real_5: 0.19841372966766357 (0.20881640617153605) | > loss_0: 2.1877317428588867 (2.205199029995128) | > grad_norm_0: tensor(13.5963, device='cuda:0') (tensor(20.5976, device='cuda:0')) | > loss_gen: 2.9181203842163086 (2.765012525487691) | > loss_kl: 1.8695100545883179 (1.7265741094015539) | > loss_feat: 8.622703552246094 (8.301224101334812) | > loss_mel: 13.778064727783203 (13.123028878122568) | > loss_duration: 1.6277191638946533 (1.6695178051013497) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.816120147705078 (27.585357327014208) | > grad_norm_1: tensor(310.1580, device='cuda:0') (tensor(360.9030, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8444 (0.8504469245672226) | > loader_time: 0.0108 (0.010107598267495629)  --> TIME: 2025-05-11 07:47:17 -- STEP: 562/725 -- GLOBAL_STEP: 318300 | > loss_disc: 2.2332043647766113 (2.2038369651791028) | > loss_disc_real_0: 0.1291542649269104 (0.13744868986388112) | > loss_disc_real_1: 0.1674586683511734 (0.18955429351732814) | > loss_disc_real_2: 0.18746015429496765 (0.18830641255684172) | > loss_disc_real_3: 0.2058907449245453 (0.20509544762640233) | > loss_disc_real_4: 0.229071244597435 (0.19509929171978788) | > loss_disc_real_5: 0.2543346583843231 (0.2087714074716449) | > loss_0: 2.2332043647766113 (2.2038369651791028) | > grad_norm_0: tensor(18.3537, device='cuda:0') (tensor(20.8619, device='cuda:0')) | > loss_gen: 2.849256992340088 (2.768091845766928) | > loss_kl: 1.8852980136871338 (1.7306006315339928) | > loss_feat: 9.097956657409668 (8.31459431376746) | > loss_mel: 13.622715950012207 (13.136886460925334) | > loss_duration: 1.660080909729004 (1.6695060250597917) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.115306854248047 (27.619679210024803) | > grad_norm_1: tensor(455.1498, device='cuda:0') (tensor(368.0342, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.877 (0.8497914729169254) | > loader_time: 0.0102 (0.010135541182820054)  --> TIME: 2025-05-11 07:48:00 -- STEP: 612/725 -- GLOBAL_STEP: 318350 | > loss_disc: 2.1083812713623047 (2.2035063117547757) | > loss_disc_real_0: 0.11629199981689453 (0.13752755130720287) | > loss_disc_real_1: 0.18901489675045013 (0.1894669003930745) | > loss_disc_real_2: 0.2102026641368866 (0.1882973467699843) | > loss_disc_real_3: 0.20584450662136078 (0.20491420463019724) | > loss_disc_real_4: 0.1666838824748993 (0.19508637478149013) | > loss_disc_real_5: 0.19172583520412445 (0.20862140036583726) | > loss_0: 2.1083812713623047 (2.2035063117547757) | > grad_norm_0: tensor(28.5149, device='cuda:0') (tensor(20.9075, device='cuda:0')) | > loss_gen: 2.9816572666168213 (2.767138744880949) | > loss_kl: 1.5448352098464966 (1.7292311386345267) | > loss_feat: 9.503292083740234 (8.309614447207228) | > loss_mel: 15.022686958312988 (13.136067900003166) | > loss_duration: 1.6169153451919556 (1.669311281707552) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.66938591003418 (27.61136345769846) | > grad_norm_1: tensor(226.0459, device='cuda:0') (tensor(371.0877, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8095 (0.8499787999134437) | > loader_time: 0.0115 (0.010165997190413126)  --> TIME: 2025-05-11 07:48:43 -- STEP: 662/725 -- GLOBAL_STEP: 318400 | > loss_disc: 2.314204692840576 (2.2051094059137437) | > loss_disc_real_0: 0.13610714673995972 (0.13756010675763433) | > loss_disc_real_1: 0.19917108118534088 (0.1897552473487449) | > loss_disc_real_2: 0.2028215378522873 (0.18841402363200924) | > loss_disc_real_3: 0.22619621455669403 (0.2051896288810899) | > loss_disc_real_4: 0.2152390331029892 (0.1952032732504372) | > loss_disc_real_5: 0.24987812340259552 (0.20863372539915706) | > loss_0: 2.314204692840576 (2.2051094059137437) | > grad_norm_0: tensor(17.3897, device='cuda:0') (tensor(20.9114, device='cuda:0')) | > loss_gen: 2.6721529960632324 (2.766588401938492) | > loss_kl: 1.6226156949996948 (1.727619910888442) | > loss_feat: 7.466488361358643 (8.296379282395279) | > loss_mel: 12.462064743041992 (13.124831559794902) | > loss_duration: 1.6908546686172485 (1.6698236143120826) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.91417694091797 (27.585242712245616) | > grad_norm_1: tensor(523.6737, device='cuda:0') (tensor(375.2520, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8808 (0.8495681051761362) | > loader_time: 0.0097 (0.01021899017322459)  --> TIME: 2025-05-11 07:49:27 -- STEP: 712/725 -- GLOBAL_STEP: 318450 | > loss_disc: 2.1990630626678467 (2.207510542836084) | > loss_disc_real_0: 0.14354398846626282 (0.1376869471722774) | > loss_disc_real_1: 0.22133485972881317 (0.19006532711091997) | > loss_disc_real_2: 0.18345001339912415 (0.1886609058743448) | > loss_disc_real_3: 0.20220142602920532 (0.20531903236602123) | > loss_disc_real_4: 0.1890663057565689 (0.19546316660354646) | > loss_disc_real_5: 0.1883583515882492 (0.20870870749434728) | > loss_0: 2.1990630626678467 (2.207510542836084) | > grad_norm_0: tensor(34.9767, device='cuda:0') (tensor(20.9557, device='cuda:0')) | > loss_gen: 2.6927402019500732 (2.7623148922170127) | > loss_kl: 1.7251602411270142 (1.725404887219494) | > loss_feat: 8.104381561279297 (8.270359173249645) | > loss_mel: 12.647419929504395 (13.096022719747559) | > loss_duration: 1.6541492938995361 (1.6694488230715976) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.8238525390625 (27.523550440756132) | > grad_norm_1: tensor(554.1868, device='cuda:0') (tensor(377.2554, device='cuda:0')) | > current_lr_0: 0.00019084077404258915 | > current_lr_1: 0.00019084077404258915 | > step_time: 0.8149 (0.8495870908994353) | > loader_time: 0.0094 (0.010249973348017484)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2632651329040527 (2.2632651329040527) | > loss_disc_real_0: 0.13908222317695618 (0.13908222317695618) | > loss_disc_real_1: 0.18395936489105225 (0.18395936489105225) | > loss_disc_real_2: 0.18995214998722076 (0.18995214998722076) | > loss_disc_real_3: 0.19507776200771332 (0.19507776200771332) | > loss_disc_real_4: 0.2309950441122055 (0.2309950441122055) | > loss_disc_real_5: 0.2056499719619751 (0.2056499719619751) | > loss_0: 2.2632651329040527 (2.2632651329040527) | > loss_gen: 2.530935287475586 (2.530935287475586) | > loss_kl: 2.0940628051757812 (2.0940628051757812) | > loss_feat: 8.435186386108398 (8.435186386108398) | > loss_mel: 13.28182601928711 (13.28182601928711) | > loss_duration: 1.7099173069000244 (1.7099173069000244) | > loss_1: 28.05192756652832 (28.05192756652832)  --> STEP: 1 | > loss_disc: 2.2820637226104736 (2.2820637226104736) | > loss_disc_real_0: 0.11616169661283493 (0.11616169661283493) | > loss_disc_real_1: 0.17996472120285034 (0.17996472120285034) | > loss_disc_real_2: 0.18565519154071808 (0.18565519154071808) | > loss_disc_real_3: 0.2293267846107483 (0.2293267846107483) | > loss_disc_real_4: 0.2229555994272232 (0.2229555994272232) | > loss_disc_real_5: 0.2119818925857544 (0.2119818925857544) | > loss_0: 2.2820637226104736 (2.2820637226104736) | > loss_gen: 2.4446017742156982 (2.4446017742156982) | > loss_kl: 2.2148866653442383 (2.2148866653442383) | > loss_feat: 7.791867256164551 (7.791867256164551) | > loss_mel: 12.987582206726074 (12.987582206726074) | > loss_duration: 1.8478763103485107 (1.8478763103485107) | > loss_1: 27.28681182861328 (27.28681182861328)  --> STEP: 2 | > loss_disc: 2.227412223815918 (2.254737973213196) | > loss_disc_real_0: 0.12439895421266556 (0.12028032541275024) | > loss_disc_real_1: 0.1796828806400299 (0.17982380092144012) | > loss_disc_real_2: 0.19856375455856323 (0.19210947304964066) | > loss_disc_real_3: 0.22384940087795258 (0.22658809274435043) | > loss_disc_real_4: 0.22593022882938385 (0.22444291412830353) | > loss_disc_real_5: 0.21198222041130066 (0.21198205649852753) | > loss_0: 2.227412223815918 (2.254737973213196) | > loss_gen: 2.6380014419555664 (2.5413016080856323) | > loss_kl: 1.9877049922943115 (2.101295828819275) | > loss_feat: 8.046340942382812 (7.919104099273682) | > loss_mel: 14.041808128356934 (13.514695167541504) | > loss_duration: 1.853684902191162 (1.8507806062698364) | > loss_1: 28.567541122436523 (27.927176475524902)  --> STEP: 3 | > loss_disc: 2.299323797225952 (2.2695999145507812) | > loss_disc_real_0: 0.11152142286300659 (0.11736069122950236) | > loss_disc_real_1: 0.19131217896938324 (0.1836532602707545) | > loss_disc_real_2: 0.19138097763061523 (0.19186664124329886) | > loss_disc_real_3: 0.22814784944057465 (0.22710801164309183) | > loss_disc_real_4: 0.21897752583026886 (0.22262111802895865) | > loss_disc_real_5: 0.21302096545696259 (0.21232835948467255) | > loss_0: 2.299323797225952 (2.2695999145507812) | > loss_gen: 2.5035576820373535 (2.5287202994028726) | > loss_kl: 1.947502851486206 (2.0500315030415854) | > loss_feat: 7.741361141204834 (7.8598564465840655) | > loss_mel: 12.472436904907227 (13.167275746663412) | > loss_duration: 1.8285008668899536 (1.8433540264765422) | > loss_1: 26.493358612060547 (27.44923718770345)  --> STEP: 4 | > loss_disc: 2.2423043251037598 (2.262776017189026) | > loss_disc_real_0: 0.11754610389471054 (0.1174070443958044) | > loss_disc_real_1: 0.17282310128211975 (0.1809457205235958) | > loss_disc_real_2: 0.1644444614648819 (0.1850110962986946) | > loss_disc_real_3: 0.21432660520076752 (0.22391266003251076) | > loss_disc_real_4: 0.1945212185382843 (0.21559614315629005) | > loss_disc_real_5: 0.22590379416942596 (0.2157222181558609) | > loss_0: 2.2423043251037598 (2.262776017189026) | > loss_gen: 2.4527587890625 (2.5097299218177795) | > loss_kl: 1.7148747444152832 (1.9662423133850098) | > loss_feat: 8.292120933532715 (7.967922568321228) | > loss_mel: 13.71876049041748 (13.305146932601929) | > loss_duration: 1.7873246669769287 (1.8293466866016388) | > loss_1: 27.96584129333496 (27.578388214111328) --> EVAL PERFORMANCE | > avg_loader_time: 0.2832905054092407 (-0.0026474595069885254) | > avg_loss_disc: 2.262776017189026 (-0.17597520351409912) | > avg_loss_disc_real_0: 0.1174070443958044 (-0.14498917572200298) | > avg_loss_disc_real_1: 0.1809457205235958 (-0.0018633492290973663) | > avg_loss_disc_real_2: 0.1850110962986946 (-0.030919134616851807) | > avg_loss_disc_real_3: 0.22391266003251076 (-0.03712722286581993) | > avg_loss_disc_real_4: 0.21559614315629005 (-0.04118383303284645) | > avg_loss_disc_real_5: 0.2157222181558609 (-0.05503978580236435) | > avg_loss_0: 2.262776017189026 (-0.17597520351409912) | > avg_loss_gen: 2.5097299218177795 (-0.36109817028045654) | > avg_loss_kl: 1.9662423133850098 (-0.023648858070373535) | > avg_loss_feat: 7.967922568321228 (+0.5074386596679688) | > avg_loss_mel: 13.305146932601929 (+0.3610990047454834) | > avg_loss_duration: 1.8293466866016388 (+0.010451167821884155) | > avg_loss_1: 27.578388214111328 (+0.49424171447753906)  > EPOCH: 376/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 07:49:44)   --> TIME: 2025-05-11 07:50:18 -- STEP: 37/725 -- GLOBAL_STEP: 318500 | > loss_disc: 2.230337142944336 (2.2149443368653996) | > loss_disc_real_0: 0.10996337980031967 (0.13737571541522) | > loss_disc_real_1: 0.17962054908275604 (0.1923986359222515) | > loss_disc_real_2: 0.19207635521888733 (0.18913028932906487) | > loss_disc_real_3: 0.1929549276828766 (0.20487914979457855) | > loss_disc_real_4: 0.19272920489311218 (0.19687066166787534) | > loss_disc_real_5: 0.22862006723880768 (0.21055733875648394) | > loss_0: 2.230337142944336 (2.2149443368653996) | > grad_norm_0: tensor(17.0851, device='cuda:0') (tensor(21.6781, device='cuda:0')) | > loss_gen: 2.7650372982025146 (2.7635030359835238) | > loss_kl: 1.6572442054748535 (1.7249738235731382) | > loss_feat: 8.165813446044922 (8.36267637562107) | > loss_mel: 12.46828842163086 (13.186331285012734) | > loss_duration: 1.674336552619934 (1.6678415504661765) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.73072052001953 (27.705325977222333) | > grad_norm_1: tensor(452.5987, device='cuda:0') (tensor(428.1502, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8385 (0.8450305075258822) | > loader_time: 0.0101 (0.010060812975909258)  --> TIME: 2025-05-11 07:51:01 -- STEP: 87/725 -- GLOBAL_STEP: 318550 | > loss_disc: 2.212557792663574 (2.2079247414380654) | > loss_disc_real_0: 0.10401668399572372 (0.1369015312400357) | > loss_disc_real_1: 0.18617722392082214 (0.19191812749566703) | > loss_disc_real_2: 0.19456231594085693 (0.18995529944184184) | > loss_disc_real_3: 0.18991899490356445 (0.20513337593654107) | > loss_disc_real_4: 0.23571287095546722 (0.19525686454498906) | > loss_disc_real_5: 0.16726233065128326 (0.20800125770185185) | > loss_0: 2.212557792663574 (2.2079247414380654) | > grad_norm_0: tensor(10.2815, device='cuda:0') (tensor(21.2292, device='cuda:0')) | > loss_gen: 2.6809990406036377 (2.764261848625095) | > loss_kl: 1.8027435541152954 (1.7351198415646607) | > loss_feat: 7.8166046142578125 (8.31635948707317) | > loss_mel: 13.089800834655762 (13.151596496845116) | > loss_duration: 1.6278226375579834 (1.668322742670432) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.01797103881836 (27.635660456514906) | > grad_norm_1: tensor(387.8627, device='cuda:0') (tensor(416.7746, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.824 (0.8545163746537834) | > loader_time: 0.0102 (0.009946442198479318)  --> TIME: 2025-05-11 07:51:45 -- STEP: 137/725 -- GLOBAL_STEP: 318600 | > loss_disc: 2.0454845428466797 (2.20676546549275) | > loss_disc_real_0: 0.11486424505710602 (0.13757830939806284) | > loss_disc_real_1: 0.14650291204452515 (0.19023883930087954) | > loss_disc_real_2: 0.14311595261096954 (0.18936748084795735) | > loss_disc_real_3: 0.1849583238363266 (0.2051640917567441) | > loss_disc_real_4: 0.17402604222297668 (0.19541280819986856) | > loss_disc_real_5: 0.18926756083965302 (0.20818506670694284) | > loss_0: 2.0454845428466797 (2.20676546549275) | > grad_norm_0: tensor(11.7769, device='cuda:0') (tensor(21.6536, device='cuda:0')) | > loss_gen: 2.9961256980895996 (2.763549345253158) | > loss_kl: 1.7661319971084595 (1.7281646432667752) | > loss_feat: 9.764638900756836 (8.266446357225844) | > loss_mel: 14.144118309020996 (13.040523389830208) | > loss_duration: 1.6630847454071045 (1.668658090333869) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.33409881591797 (27.46734180589662) | > grad_norm_1: tensor(386.7667, device='cuda:0') (tensor(402.7677, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8212 (0.8537342287328121) | > loader_time: 0.0088 (0.009865875661808216)  --> TIME: 2025-05-11 07:52:28 -- STEP: 187/725 -- GLOBAL_STEP: 318650 | > loss_disc: 2.232304573059082 (2.2039314565811567) | > loss_disc_real_0: 0.14624662697315216 (0.1373908671545472) | > loss_disc_real_1: 0.19077391922473907 (0.19043286774247725) | > loss_disc_real_2: 0.17490056157112122 (0.18834202174834389) | > loss_disc_real_3: 0.15796613693237305 (0.20474346507998073) | > loss_disc_real_4: 0.20560431480407715 (0.19559638823736156) | > loss_disc_real_5: 0.21800749003887177 (0.20802714584026744) | > loss_0: 2.232304573059082 (2.2039314565811567) | > grad_norm_0: tensor(26.3341, device='cuda:0') (tensor(21.6049, device='cuda:0')) | > loss_gen: 2.670383930206299 (2.7612995527644846) | > loss_kl: 1.8947114944458008 (1.727711793573145) | > loss_feat: 8.49332332611084 (8.260071326067097) | > loss_mel: 12.859625816345215 (13.015840994483014) | > loss_duration: 1.7000951766967773 (1.669125264341181) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.618141174316406 (27.434048882142744) | > grad_norm_1: tensor(526.9357, device='cuda:0') (tensor(399.4260, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8535 (0.8523025028208359) | > loader_time: 0.0099 (0.009980331767689102)  --> TIME: 2025-05-11 07:53:11 -- STEP: 237/725 -- GLOBAL_STEP: 318700 | > loss_disc: 1.9617342948913574 (2.2057479232675417) | > loss_disc_real_0: 0.1281999796628952 (0.13754589406121134) | > loss_disc_real_1: 0.16933372616767883 (0.1906871971701771) | > loss_disc_real_2: 0.1724201738834381 (0.187945287690384) | > loss_disc_real_3: 0.17987269163131714 (0.20490923284981322) | > loss_disc_real_4: 0.1865968257188797 (0.19627903967718532) | > loss_disc_real_5: 0.1765097826719284 (0.208121113196204) | > loss_0: 1.9617342948913574 (2.2057479232675417) | > grad_norm_0: tensor(28.9662, device='cuda:0') (tensor(21.2553, device='cuda:0')) | > loss_gen: 3.090019464492798 (2.7580546367017527) | > loss_kl: 2.0888161659240723 (1.7345390158866527) | > loss_feat: 9.632688522338867 (8.240756165629188) | > loss_mel: 14.888436317443848 (12.99837485446206) | > loss_duration: 1.6593761444091797 (1.6694955227244253) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.35933494567871 (27.401220128506043) | > grad_norm_1: tensor(514.7184, device='cuda:0') (tensor(396.5135, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8176 (0.8518304150818772) | > loader_time: 0.0098 (0.010007650037355065)  --> TIME: 2025-05-11 07:53:54 -- STEP: 287/725 -- GLOBAL_STEP: 318750 | > loss_disc: 2.3250539302825928 (2.2106620766975325) | > loss_disc_real_0: 0.1443617194890976 (0.1379852227684928) | > loss_disc_real_1: 0.20848171412944794 (0.19111318418996254) | > loss_disc_real_2: 0.21795673668384552 (0.18848144831557725) | > loss_disc_real_3: 0.19986242055892944 (0.2052310060852496) | > loss_disc_real_4: 0.22800257802009583 (0.19672662196259047) | > loss_disc_real_5: 0.20289762318134308 (0.20822830788972904) | > loss_0: 2.3250539302825928 (2.2106620766975325) | > grad_norm_0: tensor(34.6628, device='cuda:0') (tensor(21.2005, device='cuda:0')) | > loss_gen: 2.6317286491394043 (2.753685726936685) | > loss_kl: 1.6590591669082642 (1.7323262371668) | > loss_feat: 6.9656805992126465 (8.18838783423659) | > loss_mel: 11.782740592956543 (12.950654744271203) | > loss_duration: 1.684508204460144 (1.6698218181158193) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.723716735839844 (27.294876291361426) | > grad_norm_1: tensor(532.9920, device='cuda:0') (tensor(401.1813, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8055 (0.850094719630916) | > loader_time: 0.0099 (0.010043508915120304)  --> TIME: 2025-05-11 07:54:37 -- STEP: 337/725 -- GLOBAL_STEP: 318800 | > loss_disc: 2.0657272338867188 (2.2097954198231675) | > loss_disc_real_0: 0.12821589410305023 (0.13764892445562146) | > loss_disc_real_1: 0.16759902238845825 (0.1912333140652682) | > loss_disc_real_2: 0.18132536113262177 (0.1891031386855802) | > loss_disc_real_3: 0.19642677903175354 (0.20508697571492696) | > loss_disc_real_4: 0.2097921520471573 (0.1961783768957376) | > loss_disc_real_5: 0.18882876634597778 (0.2079738806546265) | > loss_0: 2.0657272338867188 (2.2097954198231675) | > grad_norm_0: tensor(17.8321, device='cuda:0') (tensor(20.9707, device='cuda:0')) | > loss_gen: 2.9779839515686035 (2.7567542476540887) | > loss_kl: 1.6337716579437256 (1.7292038036029487) | > loss_feat: 9.765785217285156 (8.2218717368491) | > loss_mel: 14.275567054748535 (12.98715515023523) | > loss_duration: 1.6674928665161133 (1.6695641265071117) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.320602416992188 (27.364549002944543) | > grad_norm_1: tensor(246.3846, device='cuda:0') (tensor(394.4563, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8773 (0.8507886350331745) | > loader_time: 0.0099 (0.010097156292606888)  --> TIME: 2025-05-11 07:55:21 -- STEP: 387/725 -- GLOBAL_STEP: 318850 | > loss_disc: 2.1952266693115234 (2.206378408180649) | > loss_disc_real_0: 0.10971257090568542 (0.1369072961060267) | > loss_disc_real_1: 0.20091235637664795 (0.19094353902709577) | > loss_disc_real_2: 0.2084536999464035 (0.18874095630584145) | > loss_disc_real_3: 0.207606703042984 (0.20488444136248699) | > loss_disc_real_4: 0.16321814060211182 (0.1957531376556525) | > loss_disc_real_5: 0.2056816965341568 (0.20821725032280275) | > loss_0: 2.1952266693115234 (2.206378408180649) | > grad_norm_0: tensor(29.6180, device='cuda:0') (tensor(20.6368, device='cuda:0')) | > loss_gen: 2.8182201385498047 (2.758754788751138) | > loss_kl: 1.6050604581832886 (1.7305654829478696) | > loss_feat: 8.030172348022461 (8.22708240528748) | > loss_mel: 13.552956581115723 (13.005802782931069) | > loss_duration: 1.7537508010864258 (1.6696112793545397) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.760162353515625 (27.39181670354011) | > grad_norm_1: tensor(365.6825, device='cuda:0') (tensor(385.1717, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8673 (0.850744084794392) | > loader_time: 0.0115 (0.010127034298209254)  --> TIME: 2025-05-11 07:56:04 -- STEP: 437/725 -- GLOBAL_STEP: 318900 | > loss_disc: 2.202718734741211 (2.2057987045096006) | > loss_disc_real_0: 0.13097752630710602 (0.13694981848757107) | > loss_disc_real_1: 0.19950337707996368 (0.19089007820908482) | > loss_disc_real_2: 0.18335747718811035 (0.18844509752173172) | > loss_disc_real_3: 0.22369281947612762 (0.20498843917312015) | > loss_disc_real_4: 0.16698011755943298 (0.195693494253355) | > loss_disc_real_5: 0.2106398046016693 (0.20836185784989145) | > loss_0: 2.202718734741211 (2.2057987045096006) | > grad_norm_0: tensor(8.3794, device='cuda:0') (tensor(20.5547, device='cuda:0')) | > loss_gen: 2.712894916534424 (2.758812586284615) | > loss_kl: 1.7411187887191772 (1.7276669102347961) | > loss_feat: 7.986476421356201 (8.229577700660766) | > loss_mel: 12.314045906066895 (12.994878363009176) | > loss_duration: 1.6398522853851318 (1.6694799868956862) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.39438819885254 (27.380415508348833) | > grad_norm_1: tensor(309.9537, device='cuda:0') (tensor(382.5318, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8844 (0.8503674544240571) | > loader_time: 0.0108 (0.010143880713176946)  --> TIME: 2025-05-11 07:56:47 -- STEP: 487/725 -- GLOBAL_STEP: 318950 | > loss_disc: 2.292612314224243 (2.2063680987583267) | > loss_disc_real_0: 0.17413032054901123 (0.1371461449064758) | > loss_disc_real_1: 0.2106669694185257 (0.1906426788233144) | > loss_disc_real_2: 0.2017936408519745 (0.18845833504469242) | > loss_disc_real_3: 0.22247546911239624 (0.20509408708103385) | > loss_disc_real_4: 0.18860243260860443 (0.19578614797313112) | > loss_disc_real_5: 0.2505752742290497 (0.20845477885778924) | > loss_0: 2.292612314224243 (2.2063680987583267) | > grad_norm_0: tensor(18.7282, device='cuda:0') (tensor(20.6408, device='cuda:0')) | > loss_gen: 2.6057844161987305 (2.7577651966768646) | > loss_kl: 1.6808619499206543 (1.7239947157474025) | > loss_feat: 7.036499977111816 (8.211643609667718) | > loss_mel: 11.9487943649292 (12.984980732018943) | > loss_duration: 1.6509419679641724 (1.6700103926707592) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.922883987426758 (27.348394613246413) | > grad_norm_1: tensor(223.6860, device='cuda:0') (tensor(383.8836, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8205 (0.8510844741758624) | > loader_time: 0.0091 (0.010144555348390427)  --> TIME: 2025-05-11 07:57:30 -- STEP: 537/725 -- GLOBAL_STEP: 319000 | > loss_disc: 2.373978614807129 (2.2051338234871216) | > loss_disc_real_0: 0.2107565701007843 (0.13691272225848344) | > loss_disc_real_1: 0.17979706823825836 (0.19046158294992963) | > loss_disc_real_2: 0.19965535402297974 (0.18841455715883598) | > loss_disc_real_3: 0.19666706025600433 (0.2048697082301536) | > loss_disc_real_4: 0.18742115795612335 (0.19564937629513232) | > loss_disc_real_5: 0.2033272087574005 (0.208520949275356) | > loss_0: 2.373978614807129 (2.2051338234871216) | > grad_norm_0: tensor(15.6702, device='cuda:0') (tensor(20.5787, device='cuda:0')) | > loss_gen: 2.5123610496520996 (2.7593309222208973) | > loss_kl: 1.6052912473678589 (1.7214516110482385) | > loss_feat: 7.175783634185791 (8.221737446065733) | > loss_mel: 11.2558012008667 (12.988916885475428) | > loss_duration: 1.690889835357666 (1.6705476189902824) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.240127563476562 (27.36198445893755) | > grad_norm_1: tensor(77.6900, device='cuda:0') (tensor(382.1586, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8477 (0.8507234686135802) | > loader_time: 0.0091 (0.010170504145560099) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_319000.pth  --> TIME: 2025-05-11 07:58:16 -- STEP: 587/725 -- GLOBAL_STEP: 319050 | > loss_disc: 2.1370644569396973 (2.2058470968087236) | > loss_disc_real_0: 0.11420996487140656 (0.13707212158169416) | > loss_disc_real_1: 0.19817815721035004 (0.1904202776578663) | > loss_disc_real_2: 0.18957862257957458 (0.18834552613088582) | > loss_disc_real_3: 0.17434531450271606 (0.20493996057031108) | > loss_disc_real_4: 0.20527179539203644 (0.19566424241768637) | > loss_disc_real_5: 0.19582925736904144 (0.20877578308777267) | > loss_0: 2.1370644569396973 (2.2058470968087236) | > grad_norm_0: tensor(22.2559, device='cuda:0') (tensor(20.7325, device='cuda:0')) | > loss_gen: 2.809351921081543 (2.757921746073633) | > loss_kl: 1.7007131576538086 (1.7232993203492954) | > loss_feat: 8.395523071289062 (8.215593347760658) | > loss_mel: 13.492162704467773 (12.974571036317682) | > loss_duration: 1.673675537109375 (1.6703136080980712) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.071426391601562 (27.34169906733186) | > grad_norm_1: tensor(568.2133, device='cuda:0') (tensor(384.8771, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8583 (0.8504110328992749) | > loader_time: 0.0096 (0.010150093439287388)  --> TIME: 2025-05-11 07:58:59 -- STEP: 637/725 -- GLOBAL_STEP: 319100 | > loss_disc: 2.2829997539520264 (2.2052188988196044) | > loss_disc_real_0: 0.13524073362350464 (0.1370724725947836) | > loss_disc_real_1: 0.1981213390827179 (0.19034291546516938) | > loss_disc_real_2: 0.20900072157382965 (0.18840150609963338) | > loss_disc_real_3: 0.21211886405944824 (0.20490343438306446) | > loss_disc_real_4: 0.20351865887641907 (0.1956696447856385) | > loss_disc_real_5: 0.20170935988426208 (0.2084156314095298) | > loss_0: 2.2829997539520264 (2.2052188988196044) | > grad_norm_0: tensor(12.9497, device='cuda:0') (tensor(20.6698, device='cuda:0')) | > loss_gen: 2.6163578033447266 (2.758136016046238) | > loss_kl: 1.8183525800704956 (1.7221180799430356) | > loss_feat: 7.907100200653076 (8.215329849177303) | > loss_mel: 12.103793144226074 (12.974411793743233) | > loss_duration: 1.6466463804244995 (1.6700695625841153) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.09225082397461 (27.340065295879658) | > grad_norm_1: tensor(221.0663, device='cuda:0') (tensor(381.2864, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8394 (0.8503339825844276) | > loader_time: 0.0093 (0.010129651993372752)  --> TIME: 2025-05-11 07:59:42 -- STEP: 687/725 -- GLOBAL_STEP: 319150 | > loss_disc: 2.1523916721343994 (2.2058326408505597) | > loss_disc_real_0: 0.14540332555770874 (0.13717748130382923) | > loss_disc_real_1: 0.1795920580625534 (0.19047936352493122) | > loss_disc_real_2: 0.17786109447479248 (0.1884416884470193) | > loss_disc_real_3: 0.23236261308193207 (0.20490564850567036) | > loss_disc_real_4: 0.16507494449615479 (0.1956945899141928) | > loss_disc_real_5: 0.22402149438858032 (0.20850206163252286) | > loss_0: 2.1523916721343994 (2.2058326408505597) | > grad_norm_0: tensor(30.4559, device='cuda:0') (tensor(20.5926, device='cuda:0')) | > loss_gen: 2.724186658859253 (2.7565245125144546) | > loss_kl: 1.7614778280258179 (1.7221359954997788) | > loss_feat: 8.281835556030273 (8.205941085732158) | > loss_mel: 12.787256240844727 (12.962389257450463) | > loss_duration: 1.6774142980575562 (1.669960121400492) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.23217010498047 (27.316950963227164) | > grad_norm_1: tensor(462.6310, device='cuda:0') (tensor(379.8615, device='cuda:0')) | > current_lr_0: 0.00019081691894583383 | > current_lr_1: 0.00019081691894583383 | > step_time: 0.8621 (0.8499578010220367) | > loader_time: 0.0098 (0.010128269723062086)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3722193241119385 (2.3722193241119385) | > loss_disc_real_0: 0.23590229451656342 (0.23590229451656342) | > loss_disc_real_1: 0.19958822429180145 (0.19958822429180145) | > loss_disc_real_2: 0.22580039501190186 (0.22580039501190186) | > loss_disc_real_3: 0.17056779563426971 (0.17056779563426971) | > loss_disc_real_4: 0.2252991944551468 (0.2252991944551468) | > loss_disc_real_5: 0.2782265841960907 (0.2782265841960907) | > loss_0: 2.3722193241119385 (2.3722193241119385) | > loss_gen: 2.758988857269287 (2.758988857269287) | > loss_kl: 2.1171345710754395 (2.1171345710754395) | > loss_feat: 8.211069107055664 (8.211069107055664) | > loss_mel: 13.747241020202637 (13.747241020202637) | > loss_duration: 1.7140636444091797 (1.7140636444091797) | > loss_1: 28.54849624633789 (28.54849624633789)  --> STEP: 1 | > loss_disc: 2.2823069095611572 (2.2823069095611572) | > loss_disc_real_0: 0.23282086849212646 (0.23282086849212646) | > loss_disc_real_1: 0.1934787929058075 (0.1934787929058075) | > loss_disc_real_2: 0.21978795528411865 (0.21978795528411865) | > loss_disc_real_3: 0.17040252685546875 (0.17040252685546875) | > loss_disc_real_4: 0.19743935763835907 (0.19743935763835907) | > loss_disc_real_5: 0.25665953755378723 (0.25665953755378723) | > loss_0: 2.2823069095611572 (2.2823069095611572) | > loss_gen: 2.8797576427459717 (2.8797576427459717) | > loss_kl: 2.3236875534057617 (2.3236875534057617) | > loss_feat: 8.487870216369629 (8.487870216369629) | > loss_mel: 14.060901641845703 (14.060901641845703) | > loss_duration: 1.8225586414337158 (1.8225586414337158) | > loss_1: 29.57477569580078 (29.57477569580078)  --> STEP: 2 | > loss_disc: 2.2048795223236084 (2.243593215942383) | > loss_disc_real_0: 0.23284992575645447 (0.23283539712429047) | > loss_disc_real_1: 0.1896962672472 (0.19158753007650375) | > loss_disc_real_2: 0.2076142430305481 (0.21370109915733337) | > loss_disc_real_3: 0.16452035307884216 (0.16746143996715546) | > loss_disc_real_4: 0.17937369644641876 (0.18840652704238892) | > loss_disc_real_5: 0.2506333291530609 (0.2536464333534241) | > loss_0: 2.2048795223236084 (2.243593215942383) | > loss_gen: 2.912590742111206 (2.896174192428589) | > loss_kl: 2.102623462677002 (2.213155508041382) | > loss_feat: 8.712664604187012 (8.60026741027832) | > loss_mel: 14.342720985412598 (14.20181131362915) | > loss_duration: 1.863203525543213 (1.8428810834884644) | > loss_1: 29.933801651000977 (29.75428867340088)  --> STEP: 3 | > loss_disc: 2.317566156387329 (2.2682508627573648) | > loss_disc_real_0: 0.24640801548957825 (0.23735960324605307) | > loss_disc_real_1: 0.20580826699733734 (0.19632777571678162) | > loss_disc_real_2: 0.2154959738254547 (0.2142993907133738) | > loss_disc_real_3: 0.17243395745754242 (0.16911894579728445) | > loss_disc_real_4: 0.19645898044109344 (0.19109067817529043) | > loss_disc_real_5: 0.27603429555892944 (0.26110905408859253) | > loss_0: 2.317566156387329 (2.2682508627573648) | > loss_gen: 2.884681463241577 (2.892343282699585) | > loss_kl: 1.830528736114502 (2.085613250732422) | > loss_feat: 8.317970275878906 (8.506168365478516) | > loss_mel: 13.830821990966797 (14.078148206075033) | > loss_duration: 1.8303263187408447 (1.8386961619059246) | > loss_1: 28.69432830810547 (29.400968551635742)  --> STEP: 4 | > loss_disc: 2.410006046295166 (2.303689658641815) | > loss_disc_real_0: 0.25838446617126465 (0.24261581897735596) | > loss_disc_real_1: 0.20981284976005554 (0.1996990442276001) | > loss_disc_real_2: 0.21239835023880005 (0.21382413059473038) | > loss_disc_real_3: 0.19103150069713593 (0.17459708452224731) | > loss_disc_real_4: 0.2306489646434784 (0.20098024979233742) | > loss_disc_real_5: 0.298003226518631 (0.27033259719610214) | > loss_0: 2.410006046295166 (2.303689658641815) | > loss_gen: 2.7829596996307373 (2.864997386932373) | > loss_kl: 1.9035693407058716 (2.0401022732257843) | > loss_feat: 7.423661231994629 (8.235541582107544) | > loss_mel: 13.619759559631348 (13.963551044464111) | > loss_duration: 1.7657716274261475 (1.8204650282859802) | > loss_1: 27.4957218170166 (28.924656867980957) --> EVAL PERFORMANCE | > avg_loader_time: 0.2791963219642639 (-0.004094183444976807) | > avg_loss_disc: 2.303689658641815 (+0.04091364145278931) | > avg_loss_disc_real_0: 0.24261581897735596 (+0.12520877458155155) | > avg_loss_disc_real_1: 0.1996990442276001 (+0.018753323704004288) | > avg_loss_disc_real_2: 0.21382413059473038 (+0.028813034296035767) | > avg_loss_disc_real_3: 0.17459708452224731 (-0.04931557551026344) | > avg_loss_disc_real_4: 0.20098024979233742 (-0.014615893363952637) | > avg_loss_disc_real_5: 0.27033259719610214 (+0.05461037904024124) | > avg_loss_0: 2.303689658641815 (+0.04091364145278931) | > avg_loss_gen: 2.864997386932373 (+0.3552674651145935) | > avg_loss_kl: 2.0401022732257843 (+0.07385995984077454) | > avg_loss_feat: 8.235541582107544 (+0.2676190137863159) | > avg_loss_mel: 13.963551044464111 (+0.6584041118621826) | > avg_loss_duration: 1.8204650282859802 (-0.00888165831565857) | > avg_loss_1: 28.924656867980957 (+1.346268653869629)  > EPOCH: 377/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 08:00:21)   --> TIME: 2025-05-11 08:00:34 -- STEP: 12/725 -- GLOBAL_STEP: 319200 | > loss_disc: 2.204572916030884 (2.2447474201520285) | > loss_disc_real_0: 0.09499163180589676 (0.13734916225075722) | > loss_disc_real_1: 0.2137909233570099 (0.19234628354509672) | > loss_disc_real_2: 0.165162593126297 (0.18987517058849335) | > loss_disc_real_3: 0.19213566184043884 (0.20931286737322807) | > loss_disc_real_4: 0.16795900464057922 (0.20461211974422136) | > loss_disc_real_5: 0.1880224645137787 (0.20968137681484222) | > loss_0: 2.204572916030884 (2.2447474201520285) | > grad_norm_0: tensor(18.4162, device='cuda:0') (tensor(20.2819, device='cuda:0')) | > loss_gen: 2.7147481441497803 (2.7031660079956055) | > loss_kl: 1.8291066884994507 (1.7383511463801067) | > loss_feat: 9.194936752319336 (7.894784212112427) | > loss_mel: 13.625640869140625 (12.967827558517456) | > loss_duration: 1.6958491802215576 (1.6698714792728424) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.06028175354004 (26.974000453948975) | > grad_norm_1: tensor(384.7758, device='cuda:0') (tensor(350.8331, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8438 (0.8360633850097656) | > loader_time: 0.0092 (0.010497768719991049)  --> TIME: 2025-05-11 08:01:17 -- STEP: 62/725 -- GLOBAL_STEP: 319250 | > loss_disc: 2.1875336170196533 (2.2094702912915127) | > loss_disc_real_0: 0.14471271634101868 (0.1364075838317794) | > loss_disc_real_1: 0.1728266328573227 (0.18992789305986896) | > loss_disc_real_2: 0.16651485860347748 (0.19040706080775108) | > loss_disc_real_3: 0.19589851796627045 (0.20689885029869695) | > loss_disc_real_4: 0.19368790090084076 (0.19546811522976046) | > loss_disc_real_5: 0.2032913714647293 (0.20955112672621204) | > loss_0: 2.1875336170196533 (2.2094702912915127) | > grad_norm_0: tensor(30.6765, device='cuda:0') (tensor(20.0245, device='cuda:0')) | > loss_gen: 2.752896785736084 (2.7474688753004997) | > loss_kl: 1.5710344314575195 (1.7053679016328627) | > loss_feat: 9.12148666381836 (8.165619619431036) | > loss_mel: 15.344684600830078 (12.958634130416378) | > loss_duration: 1.7006886005401611 (1.664122462272644) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.49079132080078 (27.241212967903383) | > grad_norm_1: tensor(152.4999, device='cuda:0') (tensor(381.8172, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8387 (0.8519441158540787) | > loader_time: 0.0097 (0.009976094768893336)  --> TIME: 2025-05-11 08:02:01 -- STEP: 112/725 -- GLOBAL_STEP: 319300 | > loss_disc: 2.3231465816497803 (2.2104762771299895) | > loss_disc_real_0: 0.18288560211658478 (0.13778204351131407) | > loss_disc_real_1: 0.19343917071819305 (0.19001678483826773) | > loss_disc_real_2: 0.19922973215579987 (0.1890947994376932) | > loss_disc_real_3: 0.23372311890125275 (0.20588998908975295) | > loss_disc_real_4: 0.19604669511318207 (0.19632902501949243) | > loss_disc_real_5: 0.26816290616989136 (0.20906048520867312) | > loss_0: 2.3231465816497803 (2.2104762771299895) | > grad_norm_0: tensor(15.3286, device='cuda:0') (tensor(21.5906, device='cuda:0')) | > loss_gen: 2.6835274696350098 (2.7647041508129675) | > loss_kl: 1.6322561502456665 (1.707299413425582) | > loss_feat: 7.031064033508301 (8.262190848588943) | > loss_mel: 10.983101844787598 (13.065300047397614) | > loss_duration: 1.667952060699463 (1.6696464930261885) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.997901916503906 (27.46914087023054) | > grad_norm_1: tensor(494.2914, device='cuda:0') (tensor(395.2996, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8383 (0.8531528583594731) | > loader_time: 0.0094 (0.009893953800201414)  --> TIME: 2025-05-11 08:02:44 -- STEP: 162/725 -- GLOBAL_STEP: 319350 | > loss_disc: 2.0891709327697754 (2.2014295642758586) | > loss_disc_real_0: 0.12176595628261566 (0.13687284194208957) | > loss_disc_real_1: 0.1647549569606781 (0.18949480032847257) | > loss_disc_real_2: 0.1918613761663437 (0.18792036893191164) | > loss_disc_real_3: 0.1792234629392624 (0.2047047820172192) | > loss_disc_real_4: 0.17572174966335297 (0.1960272743010227) | > loss_disc_real_5: 0.19513888657093048 (0.20803155207339627) | > loss_0: 2.0891709327697754 (2.2014295642758586) | > grad_norm_0: tensor(18.0367, device='cuda:0') (tensor(20.6448, device='cuda:0')) | > loss_gen: 2.8963310718536377 (2.76221603375894) | > loss_kl: 1.8482775688171387 (1.713652405473921) | > loss_feat: 9.941549301147461 (8.280631860097246) | > loss_mel: 14.777694702148438 (13.013721524933239) | > loss_duration: 1.6132416725158691 (1.6695084836747909) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.07709503173828 (27.43973023214458) | > grad_norm_1: tensor(481.7125, device='cuda:0') (tensor(386.0803, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8236 (0.8518310682273206) | > loader_time: 0.0095 (0.009951247109307181)  --> TIME: 2025-05-11 08:03:27 -- STEP: 212/725 -- GLOBAL_STEP: 319400 | > loss_disc: 2.276629686355591 (2.2057224984438895) | > loss_disc_real_0: 0.15357306599617004 (0.137355117092155) | > loss_disc_real_1: 0.19820205867290497 (0.1898886576857207) | > loss_disc_real_2: 0.21749700605869293 (0.1883008895477034) | > loss_disc_real_3: 0.18988189101219177 (0.2050422727358791) | > loss_disc_real_4: 0.19489037990570068 (0.1957930127545348) | > loss_disc_real_5: 0.23136639595031738 (0.2094995954407836) | > loss_0: 2.276629686355591 (2.2057224984438895) | > grad_norm_0: tensor(8.0083, device='cuda:0') (tensor(19.6883, device='cuda:0')) | > loss_gen: 2.611715793609619 (2.7561699275700553) | > loss_kl: 1.622876763343811 (1.7214342586274416) | > loss_feat: 7.611526966094971 (8.24960914422881) | > loss_mel: 12.655147552490234 (12.989705337668365) | > loss_duration: 1.6680655479431152 (1.669115197546077) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.16933250427246 (27.386033813908416) | > grad_norm_1: tensor(93.9086, device='cuda:0') (tensor(362.7646, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8484 (0.8528373814978689) | > loader_time: 0.0097 (0.009923207310010793)  --> TIME: 2025-05-11 08:04:11 -- STEP: 262/725 -- GLOBAL_STEP: 319450 | > loss_disc: 2.1830854415893555 (2.209263166398491) | > loss_disc_real_0: 0.10439009964466095 (0.13772557408527553) | > loss_disc_real_1: 0.18763062357902527 (0.1901166826941585) | > loss_disc_real_2: 0.192343607544899 (0.18905392357411274) | > loss_disc_real_3: 0.22026625275611877 (0.20525534348633453) | > loss_disc_real_4: 0.18870720267295837 (0.1964199586792757) | > loss_disc_real_5: 0.22683720290660858 (0.2092965962436363) | > loss_0: 2.1830854415893555 (2.209263166398491) | > grad_norm_0: tensor(14.5915, device='cuda:0') (tensor(19.2888, device='cuda:0')) | > loss_gen: 2.7949411869049072 (2.751487953062276) | > loss_kl: 1.6215307712554932 (1.7221426963806152) | > loss_feat: 8.728622436523438 (8.225718407230525) | > loss_mel: 13.523967742919922 (12.975215107430028) | > loss_duration: 1.6689140796661377 (1.6699104586630376) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.337976455688477 (27.344474559521856) | > grad_norm_1: tensor(357.7109, device='cuda:0') (tensor(354.2494, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8874 (0.8519296819017134) | > loader_time: 0.0106 (0.009924661112195657)  --> TIME: 2025-05-11 08:04:54 -- STEP: 312/725 -- GLOBAL_STEP: 319500 | > loss_disc: 2.1305720806121826 (2.211283049522301) | > loss_disc_real_0: 0.11404260247945786 (0.13840506435968933) | > loss_disc_real_1: 0.17024269700050354 (0.19027329919238883) | > loss_disc_real_2: 0.16641448438167572 (0.189408700960951) | > loss_disc_real_3: 0.1889197677373886 (0.20545513880176422) | > loss_disc_real_4: 0.19732172787189484 (0.19616633591552576) | > loss_disc_real_5: 0.1973894238471985 (0.20884019427765638) | > loss_0: 2.1305720806121826 (2.211283049522301) | > grad_norm_0: tensor(23.2359, device='cuda:0') (tensor(19.5220, device='cuda:0')) | > loss_gen: 2.8284151554107666 (2.752922810040988) | > loss_kl: 1.669532299041748 (1.718334779143333) | > loss_feat: 8.654216766357422 (8.214510628810302) | > loss_mel: 13.27785873413086 (12.976105518830126) | > loss_duration: 1.6678080558776855 (1.6687820656941488) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.09783172607422 (27.330655745970898) | > grad_norm_1: tensor(569.5939, device='cuda:0') (tensor(355.7481, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8366 (0.8515876073103684) | > loader_time: 0.0098 (0.009920693360842182)  --> TIME: 2025-05-11 08:05:37 -- STEP: 362/725 -- GLOBAL_STEP: 319550 | > loss_disc: 2.118342161178589 (2.2132138389250158) | > loss_disc_real_0: 0.11459296941757202 (0.13857305142513948) | > loss_disc_real_1: 0.159769207239151 (0.19032077108463538) | > loss_disc_real_2: 0.1944366842508316 (0.1897219712151349) | > loss_disc_real_3: 0.24554432928562164 (0.20553817344798567) | > loss_disc_real_4: 0.19082681834697723 (0.19624683882485436) | > loss_disc_real_5: 0.23255549371242523 (0.20899552201533186) | > loss_0: 2.118342161178589 (2.2132138389250158) | > grad_norm_0: tensor(9.8482, device='cuda:0') (tensor(19.4962, device='cuda:0')) | > loss_gen: 2.9585258960723877 (2.7522196170374826) | > loss_kl: 1.8731613159179688 (1.720645629240004) | > loss_feat: 8.895299911499023 (8.20979801857669) | > loss_mel: 14.164714813232422 (12.968178101007451) | > loss_duration: 1.6198278665542603 (1.6678187801034412) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.51152992248535 (27.31866011435156) | > grad_norm_1: tensor(184.5427, device='cuda:0') (tensor(355.2814, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8512 (0.8515451316675429) | > loader_time: 0.0099 (0.009890889594568063)  --> TIME: 2025-05-11 08:06:20 -- STEP: 412/725 -- GLOBAL_STEP: 319600 | > loss_disc: 2.181074619293213 (2.214386624039954) | > loss_disc_real_0: 0.12768666446208954 (0.13874552872719115) | > loss_disc_real_1: 0.19682303071022034 (0.19047612233937372) | > loss_disc_real_2: 0.1861591637134552 (0.18951488510497572) | > loss_disc_real_3: 0.19722776114940643 (0.20576237048049575) | > loss_disc_real_4: 0.20386908948421478 (0.19617707766954182) | > loss_disc_real_5: 0.20767009258270264 (0.20910584040492483) | > loss_0: 2.181074619293213 (2.214386624039954) | > grad_norm_0: tensor(23.3580, device='cuda:0') (tensor(19.4683, device='cuda:0')) | > loss_gen: 2.7996599674224854 (2.7469698792522386) | > loss_kl: 1.5857113599777222 (1.7181721130042398) | > loss_feat: 8.548445701599121 (8.164860677950589) | > loss_mel: 13.199458122253418 (12.914872387080516) | > loss_duration: 1.6654105186462402 (1.6682653777228975) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.79868507385254 (27.213140381192698) | > grad_norm_1: tensor(453.1533, device='cuda:0') (tensor(357.0067, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8637 (0.8515065109845504) | > loader_time: 0.0093 (0.00985683978182597)  --> TIME: 2025-05-11 08:07:03 -- STEP: 462/725 -- GLOBAL_STEP: 319650 | > loss_disc: 2.310011148452759 (2.2148682689253882) | > loss_disc_real_0: 0.17652662098407745 (0.13872963831925278) | > loss_disc_real_1: 0.19888082146644592 (0.19061986637579936) | > loss_disc_real_2: 0.2091253399848938 (0.18947067614886673) | > loss_disc_real_3: 0.23406212031841278 (0.20583280566192808) | > loss_disc_real_4: 0.18350815773010254 (0.19603153243983462) | > loss_disc_real_5: 0.22620360553264618 (0.20934452477729681) | > loss_0: 2.310011148452759 (2.2148682689253882) | > grad_norm_0: tensor(21.1411, device='cuda:0') (tensor(19.6001, device='cuda:0')) | > loss_gen: 2.6530842781066895 (2.748982575032618) | > loss_kl: 1.6984914541244507 (1.7166981580969574) | > loss_feat: 7.0831379890441895 (8.17210775846011) | > loss_mel: 12.485047340393066 (12.933369405341871) | > loss_duration: 1.691075325012207 (1.6679714531093448) | > amp_scaler: 256.0 (128.83116883116884) | > loss_1: 25.610836029052734 (27.239129322431822) | > grad_norm_1: tensor(166.0149, device='cuda:0') (tensor(359.9721, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.7906 (0.8506330809035858) | > loader_time: 0.0093 (0.009841490101504624)  --> TIME: 2025-05-11 08:07:46 -- STEP: 512/725 -- GLOBAL_STEP: 319700 | > loss_disc: 2.2574925422668457 (2.2151839151047152) | > loss_disc_real_0: 0.14148221909999847 (0.13855947552656278) | > loss_disc_real_1: 0.14894363284111023 (0.19066867814399308) | > loss_disc_real_2: 0.18095803260803223 (0.18947021383792167) | > loss_disc_real_3: 0.2017618715763092 (0.20599649855284952) | > loss_disc_real_4: 0.20232883095741272 (0.19600584579166025) | > loss_disc_real_5: 0.22204363346099854 (0.20920622203266248) | > loss_0: 2.2574925422668457 (2.2151839151047152) | > grad_norm_0: tensor(14.3697, device='cuda:0') (tensor(19.9248, device='cuda:0')) | > loss_gen: 2.5643551349639893 (2.750887102913111) | > loss_kl: 1.7234010696411133 (1.7157325006555764) | > loss_feat: 6.728773593902588 (8.169763816520579) | > loss_mel: 11.573630332946777 (12.939280241727829) | > loss_duration: 1.6096646785736084 (1.6683925241231918) | > amp_scaler: 256.0 (141.25000000000006) | > loss_1: 24.199827194213867 (27.244056176394224) | > grad_norm_1: tensor(158.4547, device='cuda:0') (tensor(363.4444, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8404 (0.849524010438472) | > loader_time: 0.0098 (0.009829931426793326)  --> TIME: 2025-05-11 08:08:29 -- STEP: 562/725 -- GLOBAL_STEP: 319750 | > loss_disc: 2.235506296157837 (2.216076524232205) | > loss_disc_real_0: 0.1756339818239212 (0.13841870362171066) | > loss_disc_real_1: 0.19577735662460327 (0.1908658331929578) | > loss_disc_real_2: 0.20539234578609467 (0.18942902579214227) | > loss_disc_real_3: 0.21045298874378204 (0.20633629865917866) | > loss_disc_real_4: 0.21340446174144745 (0.19610062819570834) | > loss_disc_real_5: 0.22219115495681763 (0.20928692077932837) | > loss_0: 2.235506296157837 (2.216076524232205) | > grad_norm_0: tensor(12.7158, device='cuda:0') (tensor(19.9253, device='cuda:0')) | > loss_gen: 2.7917115688323975 (2.749593117058914) | > loss_kl: 1.7339178323745728 (1.7183670887319216) | > loss_feat: 8.014819145202637 (8.171983633177142) | > loss_mel: 12.394144058227539 (12.937002086978788) | > loss_duration: 1.640536904335022 (1.6684580315898745) | > amp_scaler: 256.0 (151.45907473309614) | > loss_1: 26.575130462646484 (27.245403948203524) | > grad_norm_1: tensor(276.9641, device='cuda:0') (tensor(362.0580, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.9017 (0.8491853797987262) | > loader_time: 0.0094 (0.009813482226850289)  --> TIME: 2025-05-11 08:09:13 -- STEP: 612/725 -- GLOBAL_STEP: 319800 | > loss_disc: 2.3345348834991455 (2.2148631772184677) | > loss_disc_real_0: 0.14314010739326477 (0.1381823312418134) | > loss_disc_real_1: 0.19730551540851593 (0.1907822523582606) | > loss_disc_real_2: 0.21881532669067383 (0.18933361934290993) | > loss_disc_real_3: 0.21458576619625092 (0.2062597331024852) | > loss_disc_real_4: 0.21630708873271942 (0.1960499078717107) | > loss_disc_real_5: 0.23865996301174164 (0.20947436627998856) | > loss_0: 2.3345348834991455 (2.2148631772184677) | > grad_norm_0: tensor(9.9543, device='cuda:0') (tensor(20.0902, device='cuda:0')) | > loss_gen: 2.5654032230377197 (2.7494393898770717) | > loss_kl: 1.621600866317749 (1.7179024579867819) | > loss_feat: 6.6251654624938965 (8.181148847723328) | > loss_mel: 11.20883846282959 (12.946917875140326) | > loss_duration: 1.5981813669204712 (1.6682073415494438) | > amp_scaler: 256.0 (160.00000000000009) | > loss_1: 23.61918830871582 (27.26361587935803) | > grad_norm_1: tensor(412.9463, device='cuda:0') (tensor(362.4855, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8072 (0.8503665242319792) | > loader_time: 0.0093 (0.00981803072823418)  --> TIME: 2025-05-11 08:09:55 -- STEP: 662/725 -- GLOBAL_STEP: 319850 | > loss_disc: 2.2749176025390625 (2.212833154237521) | > loss_disc_real_0: 0.13515986502170563 (0.13805584032144796) | > loss_disc_real_1: 0.17593403160572052 (0.1905886308484208) | > loss_disc_real_2: 0.18376262485980988 (0.1890667039236994) | > loss_disc_real_3: 0.2063971757888794 (0.20614959535912075) | > loss_disc_real_4: 0.18071213364601135 (0.1959915906866151) | > loss_disc_real_5: 0.24000726640224457 (0.20924011320776092) | > loss_0: 2.2749176025390625 (2.212833154237521) | > grad_norm_0: tensor(23.5199, device='cuda:0') (tensor(20.3625, device='cuda:0')) | > loss_gen: 2.5719950199127197 (2.751442182460221) | > loss_kl: 1.5846501588821411 (1.718225033801848) | > loss_feat: 7.280063629150391 (8.18837782839635) | > loss_mel: 11.910200119018555 (12.956446981862237) | > loss_duration: 1.6815259456634521 (1.66867113905731) | > amp_scaler: 256.0 (167.25075528700916) | > loss_1: 25.02843475341797 (27.283163131183727) | > grad_norm_1: tensor(331.7457, device='cuda:0') (tensor(366.1654, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8702 (0.8496643517312686) | > loader_time: 0.0098 (0.009812449760667504)  --> TIME: 2025-05-11 08:10:39 -- STEP: 712/725 -- GLOBAL_STEP: 319900 | > loss_disc: 2.1986589431762695 (2.212611967258237) | > loss_disc_real_0: 0.11387951672077179 (0.13787671379493868) | > loss_disc_real_1: 0.20882108807563782 (0.19053375639356263) | > loss_disc_real_2: 0.20047128200531006 (0.18906303223096924) | > loss_disc_real_3: 0.19835680723190308 (0.2061085477052779) | > loss_disc_real_4: 0.16769281029701233 (0.19584848838492053) | > loss_disc_real_5: 0.19108517467975616 (0.2093476546153929) | > loss_0: 2.1986589431762695 (2.212611967258237) | > grad_norm_0: tensor(14.8813, device='cuda:0') (tensor(20.3067, device='cuda:0')) | > loss_gen: 2.7610082626342773 (2.7506190558497843) | > loss_kl: 1.6390948295593262 (1.7155791959735784) | > loss_feat: 7.858277797698975 (8.192757313840858) | > loss_mel: 12.946228981018066 (12.967255595025057) | > loss_duration: 1.6499505043029785 (1.668354354045365) | > amp_scaler: 256.0 (173.4831460674158) | > loss_1: 26.85455894470215 (27.294565500838033) | > grad_norm_1: tensor(168.5674, device='cuda:0') (tensor(364.5849, device='cuda:0')) | > current_lr_0: 0.0001907930668309656 | > current_lr_1: 0.0001907930668309656 | > step_time: 0.8162 (0.8495854521065616) | > loader_time: 0.01 (0.009812233488211464)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2342114448547363 (2.2342114448547363) | > loss_disc_real_0: 0.1446545273065567 (0.1446545273065567) | > loss_disc_real_1: 0.13951608538627625 (0.13951608538627625) | > loss_disc_real_2: 0.14280934631824493 (0.14280934631824493) | > loss_disc_real_3: 0.18811196088790894 (0.18811196088790894) | > loss_disc_real_4: 0.15845443308353424 (0.15845443308353424) | > loss_disc_real_5: 0.20317308604717255 (0.20317308604717255) | > loss_0: 2.2342114448547363 (2.2342114448547363) | > loss_gen: 2.383471727371216 (2.383471727371216) | > loss_kl: 2.1745352745056152 (2.1745352745056152) | > loss_feat: 9.507071495056152 (9.507071495056152) | > loss_mel: 14.367680549621582 (14.367680549621582) | > loss_duration: 1.715103030204773 (1.715103030204773) | > loss_1: 30.14786148071289 (30.14786148071289)  --> STEP: 1 | > loss_disc: 2.1826438903808594 (2.1826438903808594) | > loss_disc_real_0: 0.13721489906311035 (0.13721489906311035) | > loss_disc_real_1: 0.14182251691818237 (0.14182251691818237) | > loss_disc_real_2: 0.1414055973291397 (0.1414055973291397) | > loss_disc_real_3: 0.18071067333221436 (0.18071067333221436) | > loss_disc_real_4: 0.16216933727264404 (0.16216933727264404) | > loss_disc_real_5: 0.19919659197330475 (0.19919659197330475) | > loss_0: 2.1826438903808594 (2.1826438903808594) | > loss_gen: 2.4271810054779053 (2.4271810054779053) | > loss_kl: 1.965327501296997 (1.965327501296997) | > loss_feat: 8.638260841369629 (8.638260841369629) | > loss_mel: 14.5797758102417 (14.5797758102417) | > loss_duration: 1.831719160079956 (1.831719160079956) | > loss_1: 29.442264556884766 (29.442264556884766)  --> STEP: 2 | > loss_disc: 2.3000049591064453 (2.2413244247436523) | > loss_disc_real_0: 0.1418614536523819 (0.13953817635774612) | > loss_disc_real_1: 0.1529906988143921 (0.14740660786628723) | > loss_disc_real_2: 0.16080880165100098 (0.15110719949007034) | > loss_disc_real_3: 0.1938035935163498 (0.18725713342428207) | > loss_disc_real_4: 0.16223737597465515 (0.1622033566236496) | > loss_disc_real_5: 0.19996273517608643 (0.1995796635746956) | > loss_0: 2.3000049591064453 (2.2413244247436523) | > loss_gen: 2.241086721420288 (2.3341338634490967) | > loss_kl: 1.8197721242904663 (1.8925498127937317) | > loss_feat: 7.658205986022949 (8.148233413696289) | > loss_mel: 13.592414855957031 (14.086095333099365) | > loss_duration: 1.8610081672668457 (1.8463636636734009) | > loss_1: 27.172487258911133 (28.30737590789795)  --> STEP: 3 | > loss_disc: 2.3378753662109375 (2.273508071899414) | > loss_disc_real_0: 0.163046196103096 (0.14737418293952942) | > loss_disc_real_1: 0.1804448962211609 (0.15841937065124512) | > loss_disc_real_2: 0.16211514174938202 (0.15477651357650757) | > loss_disc_real_3: 0.1930585354566574 (0.1891909341017405) | > loss_disc_real_4: 0.17858095467090607 (0.16766255597273508) | > loss_disc_real_5: 0.20970670878887177 (0.2029553453127543) | > loss_0: 2.3378753662109375 (2.273508071899414) | > loss_gen: 2.2703230381011963 (2.31286358833313) | > loss_kl: 1.8991389274597168 (1.89474618434906) | > loss_feat: 7.162359237670898 (7.819608688354492) | > loss_mel: 12.270025253295898 (13.480738639831543) | > loss_duration: 1.8362209796905518 (1.8429827690124512) | > loss_1: 25.438068389892578 (27.350940068562824)  --> STEP: 4 | > loss_disc: 2.168199062347412 (2.2471808195114136) | > loss_disc_real_0: 0.14823295176029205 (0.14758887514472008) | > loss_disc_real_1: 0.13738670945167542 (0.1531612053513527) | > loss_disc_real_2: 0.1338050365447998 (0.14953364431858063) | > loss_disc_real_3: 0.18522459268569946 (0.18819934874773026) | > loss_disc_real_4: 0.15712907910346985 (0.16502918675541878) | > loss_disc_real_5: 0.21472221612930298 (0.20589706301689148) | > loss_0: 2.168199062347412 (2.2471808195114136) | > loss_gen: 2.643878698348999 (2.395617365837097) | > loss_kl: 1.7332085371017456 (1.8543617725372314) | > loss_feat: 10.644511222839355 (8.525834321975708) | > loss_mel: 16.247915267944336 (14.172532796859741) | > loss_duration: 1.7695783376693726 (1.8246316611766815) | > loss_1: 33.039093017578125 (28.77297830581665) --> EVAL PERFORMANCE | > avg_loader_time: 0.28641921281814575 (+0.007222890853881836) | > avg_loss_disc: 2.2471808195114136 (-0.05650883913040161) | > avg_loss_disc_real_0: 0.14758887514472008 (-0.09502694383263588) | > avg_loss_disc_real_1: 0.1531612053513527 (-0.046537838876247406) | > avg_loss_disc_real_2: 0.14953364431858063 (-0.06429048627614975) | > avg_loss_disc_real_3: 0.18819934874773026 (+0.01360226422548294) | > avg_loss_disc_real_4: 0.16502918675541878 (-0.03595106303691864) | > avg_loss_disc_real_5: 0.20589706301689148 (-0.06443553417921066) | > avg_loss_0: 2.2471808195114136 (-0.05650883913040161) | > avg_loss_gen: 2.395617365837097 (-0.4693800210952759) | > avg_loss_kl: 1.8543617725372314 (-0.18574050068855286) | > avg_loss_feat: 8.525834321975708 (+0.29029273986816406) | > avg_loss_mel: 14.172532796859741 (+0.20898175239562988) | > avg_loss_duration: 1.8246316611766815 (+0.004166632890701294) | > avg_loss_1: 28.77297830581665 (-0.15167856216430664)  > EPOCH: 378/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 08:10:56)   --> TIME: 2025-05-11 08:11:30 -- STEP: 37/725 -- GLOBAL_STEP: 319950 | > loss_disc: 2.073641777038574 (2.1801971551534294) | > loss_disc_real_0: 0.11281489580869675 (0.1335222261982995) | > loss_disc_real_1: 0.16422326862812042 (0.18917665771535924) | > loss_disc_real_2: 0.1895945817232132 (0.18736459073182699) | > loss_disc_real_3: 0.16992469131946564 (0.20243124865196846) | > loss_disc_real_4: 0.1678154617547989 (0.19260986874232422) | > loss_disc_real_5: 0.2104918509721756 (0.207061576279434) | > loss_0: 2.073641777038574 (2.1801971551534294) | > grad_norm_0: tensor(17.5688, device='cuda:0') (tensor(18.3684, device='cuda:0')) | > loss_gen: 2.8938944339752197 (2.775236194198196) | > loss_kl: 1.7929034233093262 (1.7445340962023348) | > loss_feat: 9.542679786682129 (8.37215021494273) | > loss_mel: 13.554485321044922 (13.271607759836558) | > loss_duration: 1.665623426437378 (1.6659651189237028) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.4495849609375 (27.829493548419023) | > grad_norm_1: tensor(69.8400, device='cuda:0') (tensor(352.1646, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8613 (0.8461343726596317) | > loader_time: 0.0099 (0.00967372430337442)  --> TIME: 2025-05-11 08:12:13 -- STEP: 87/725 -- GLOBAL_STEP: 320000 | > loss_disc: 2.314598798751831 (2.202053681187246) | > loss_disc_real_0: 0.12951786816120148 (0.13598930261943534) | > loss_disc_real_1: 0.1994444876909256 (0.18972079695641314) | > loss_disc_real_2: 0.2058340162038803 (0.1876486880683351) | > loss_disc_real_3: 0.2327006608247757 (0.20561030712620965) | > loss_disc_real_4: 0.19483669102191925 (0.19410045153793248) | > loss_disc_real_5: 0.21921008825302124 (0.21023092958433875) | > loss_0: 2.314598798751831 (2.202053681187246) | > grad_norm_0: tensor(13.7091, device='cuda:0') (tensor(18.0541, device='cuda:0')) | > loss_gen: 2.639759063720703 (2.7476039343866807) | > loss_kl: 1.7399399280548096 (1.7534393359874856) | > loss_feat: 6.9968180656433105 (8.287258438680368) | > loss_mel: 11.77110481262207 (12.983290661340472) | > loss_duration: 1.6524040699005127 (1.6676488073392846) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.800025939941406 (27.43924129968402) | > grad_norm_1: tensor(126.7870, device='cuda:0') (tensor(332.1495, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8215 (0.8463100455273157) | > loader_time: 0.0091 (0.009780812537533112) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_320000.pth  --> TIME: 2025-05-11 08:12:59 -- STEP: 137/725 -- GLOBAL_STEP: 320050 | > loss_disc: 2.172231674194336 (2.19161220710643) | > loss_disc_real_0: 0.10267097502946854 (0.13406471337062598) | > loss_disc_real_1: 0.18833328783512115 (0.18895341673471636) | > loss_disc_real_2: 0.16608035564422607 (0.18660258300548055) | > loss_disc_real_3: 0.24289722740650177 (0.2048366427639105) | > loss_disc_real_4: 0.19625787436962128 (0.19439461446591538) | > loss_disc_real_5: 0.21213889122009277 (0.20919351062200364) | > loss_0: 2.172231674194336 (2.19161220710643) | > grad_norm_0: tensor(25.4658, device='cuda:0') (tensor(19.7133, device='cuda:0')) | > loss_gen: 2.8602256774902344 (2.7800637074630625) | > loss_kl: 1.844084620475769 (1.7307908056426222) | > loss_feat: 8.212514877319336 (8.413177163061441) | > loss_mel: 13.019725799560547 (13.111291864492596) | > loss_duration: 1.66609787940979 (1.66781465502551) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.60264778137207 (27.703138226140155) | > grad_norm_1: tensor(484.1696, device='cuda:0') (tensor(354.5405, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8117 (0.8502776483549689) | > loader_time: 0.0087 (0.00978560691332295)  --> TIME: 2025-05-11 08:13:41 -- STEP: 187/725 -- GLOBAL_STEP: 320100 | > loss_disc: 2.2008166313171387 (2.1909613003705277) | > loss_disc_real_0: 0.11809776723384857 (0.13466147863291156) | > loss_disc_real_1: 0.2147858738899231 (0.18864228006671466) | > loss_disc_real_2: 0.18658272922039032 (0.18683668803722459) | > loss_disc_real_3: 0.16884687542915344 (0.204399151040271) | > loss_disc_real_4: 0.19739361107349396 (0.19411299493223585) | > loss_disc_real_5: 0.18808412551879883 (0.20946176844165926) | > loss_0: 2.2008166313171387 (2.1909613003705277) | > grad_norm_0: tensor(15.9994, device='cuda:0') (tensor(21.2824, device='cuda:0')) | > loss_gen: 2.7368111610412598 (2.787089314690247) | > loss_kl: 1.7707059383392334 (1.7311888952306251) | > loss_feat: 8.187211036682129 (8.416821900536034) | > loss_mel: 12.973081588745117 (13.131272871864033) | > loss_duration: 1.6879401206970215 (1.6702373276419817) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.355751037597656 (27.736610280001226) | > grad_norm_1: tensor(423.6508, device='cuda:0') (tensor(369.3862, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8566 (0.8488854048723843) | > loader_time: 0.0098 (0.009786386540866792)  --> TIME: 2025-05-11 08:14:25 -- STEP: 237/725 -- GLOBAL_STEP: 320150 | > loss_disc: 2.207632541656494 (2.194470907062418) | > loss_disc_real_0: 0.1425362378358841 (0.13659851831474373) | > loss_disc_real_1: 0.2065461128950119 (0.18906574781182453) | > loss_disc_real_2: 0.18607325851917267 (0.18691676804788) | > loss_disc_real_3: 0.20454593002796173 (0.20476239108586614) | > loss_disc_real_4: 0.2063065767288208 (0.19411955402873232) | > loss_disc_real_5: 0.22122584283351898 (0.20899207129257139) | > loss_0: 2.207632541656494 (2.194470907062418) | > grad_norm_0: tensor(34.1298, device='cuda:0') (tensor(21.9926, device='cuda:0')) | > loss_gen: 2.666240930557251 (2.78570714982753) | > loss_kl: 1.7678645849227905 (1.7304640394725883) | > loss_feat: 7.663271427154541 (8.38519321111687) | > loss_mel: 12.640714645385742 (13.087961639533063) | > loss_duration: 1.6663016080856323 (1.6702642169179795) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.40439224243164 (27.65959027447278) | > grad_norm_1: tensor(481.8613, device='cuda:0') (tensor(373.5737, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8197 (0.8501481366056933) | > loader_time: 0.0122 (0.009817175724335358)  --> TIME: 2025-05-11 08:15:08 -- STEP: 287/725 -- GLOBAL_STEP: 320200 | > loss_disc: 2.234483003616333 (2.197010515043545) | > loss_disc_real_0: 0.11335618048906326 (0.13634990085604287) | > loss_disc_real_1: 0.22816531360149384 (0.18914737627689016) | > loss_disc_real_2: 0.22640231251716614 (0.18732318988245128) | > loss_disc_real_3: 0.21173228323459625 (0.20498427021794205) | > loss_disc_real_4: 0.21977567672729492 (0.1946940025386079) | > loss_disc_real_5: 0.19457480311393738 (0.20849299789098083) | > loss_0: 2.234483003616333 (2.197010515043545) | > grad_norm_0: tensor(12.6455, device='cuda:0') (tensor(22.6095, device='cuda:0')) | > loss_gen: 2.830195188522339 (2.782294779289059) | > loss_kl: 1.7141540050506592 (1.7239040730306916) | > loss_feat: 8.256484985351562 (8.34687703494826) | > loss_mel: 12.890098571777344 (13.037479350791157) | > loss_duration: 1.675018310546875 (1.6702331516385494) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.365949630737305 (27.560788430403335) | > grad_norm_1: tensor(674.6570, device='cuda:0') (tensor(392.6439, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8017 (0.8486426516277036) | > loader_time: 0.0093 (0.009817937525307258)  --> TIME: 2025-05-11 08:15:51 -- STEP: 337/725 -- GLOBAL_STEP: 320250 | > loss_disc: 2.18676495552063 (2.197731792396185) | > loss_disc_real_0: 0.1152581125497818 (0.13661899284987486) | > loss_disc_real_1: 0.19582362473011017 (0.18921669137053387) | > loss_disc_real_2: 0.18819278478622437 (0.187408296839066) | > loss_disc_real_3: 0.1913994997739792 (0.20503751186305763) | > loss_disc_real_4: 0.19193342328071594 (0.19446308477519184) | > loss_disc_real_5: 0.21809233725070953 (0.2081883772544408) | > loss_0: 2.18676495552063 (2.197731792396185) | > grad_norm_0: tensor(10.8468, device='cuda:0') (tensor(22.5854, device='cuda:0')) | > loss_gen: 2.7859928607940674 (2.7796592153498274) | > loss_kl: 1.6890188455581665 (1.714635362257236) | > loss_feat: 8.409656524658203 (8.335587894881161) | > loss_mel: 13.455294609069824 (13.037921766852767) | > loss_duration: 1.6550633907318115 (1.6699106190961615) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.995027542114258 (27.537714881783778) | > grad_norm_1: tensor(155.0523, device='cuda:0') (tensor(398.9621, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8856 (0.8489971153813937) | > loader_time: 0.0098 (0.009800077545890467)  --> TIME: 2025-05-11 08:16:34 -- STEP: 387/725 -- GLOBAL_STEP: 320300 | > loss_disc: 2.2086713314056396 (2.197280281581928) | > loss_disc_real_0: 0.11751489341259003 (0.13662762106312026) | > loss_disc_real_1: 0.22615453600883484 (0.18924236320709995) | > loss_disc_real_2: 0.1938873827457428 (0.18729010651739994) | > loss_disc_real_3: 0.2356853187084198 (0.20483366844728013) | > loss_disc_real_4: 0.2061677724123001 (0.19467748073952457) | > loss_disc_real_5: 0.203246608376503 (0.20823530590965458) | > loss_0: 2.2086713314056396 (2.197280281581928) | > grad_norm_0: tensor(13.3950, device='cuda:0') (tensor(22.4629, device='cuda:0')) | > loss_gen: 2.830219268798828 (2.7790746356165714) | > loss_kl: 1.6104711294174194 (1.7136537061489214) | > loss_feat: 8.328937530517578 (8.330967304318449) | > loss_mel: 13.31395149230957 (13.040100908402632) | > loss_duration: 1.7543905973434448 (1.6703277912558816) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.837970733642578 (27.534124354675452) | > grad_norm_1: tensor(334.3767, device='cuda:0') (tensor(398.2573, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8582 (0.8491412755438832) | > loader_time: 0.0108 (0.009809357251307755)  --> TIME: 2025-05-11 08:17:17 -- STEP: 437/725 -- GLOBAL_STEP: 320350 | > loss_disc: 2.216954469680786 (2.1983257892202746) | > loss_disc_real_0: 0.1044742539525032 (0.1365814229955115) | > loss_disc_real_1: 0.18423326313495636 (0.18960467707237877) | > loss_disc_real_2: 0.1819998174905777 (0.1873318841787443) | > loss_disc_real_3: 0.24704794585704803 (0.20507362062107234) | > loss_disc_real_4: 0.22608113288879395 (0.194717619832375) | > loss_disc_real_5: 0.24928762018680573 (0.20793970133810893) | > loss_0: 2.216954469680786 (2.1983257892202746) | > grad_norm_0: tensor(8.9124, device='cuda:0') (tensor(22.4455, device='cuda:0')) | > loss_gen: 2.8179001808166504 (2.7766930096755065) | > loss_kl: 1.7221413850784302 (1.7163154216871108) | > loss_feat: 9.07397174835205 (8.30422697787426) | > loss_mel: 14.147846221923828 (12.998464060593525) | > loss_duration: 1.637709617614746 (1.6697654222187241) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.399566650390625 (27.465464925875107) | > grad_norm_1: tensor(301.3692, device='cuda:0') (tensor(402.4976, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8837 (0.848886193618076) | > loader_time: 0.0095 (0.009776430762878)  --> TIME: 2025-05-11 08:18:00 -- STEP: 487/725 -- GLOBAL_STEP: 320400 | > loss_disc: 2.186802864074707 (2.1977953991606025) | > loss_disc_real_0: 0.15239685773849487 (0.136507685623252) | > loss_disc_real_1: 0.18585900962352753 (0.1894094955933412) | > loss_disc_real_2: 0.19806241989135742 (0.18732521387708262) | > loss_disc_real_3: 0.20483539998531342 (0.20532244055300522) | > loss_disc_real_4: 0.20838861167430878 (0.19464703176545417) | > loss_disc_real_5: 0.21891960501670837 (0.20789264381176636) | > loss_0: 2.186802864074707 (2.1977953991606025) | > grad_norm_0: tensor(32.9215, device='cuda:0') (tensor(22.7380, device='cuda:0')) | > loss_gen: 2.8488569259643555 (2.779754036995422) | > loss_kl: 1.5734056234359741 (1.7192872885071522) | > loss_feat: 8.182790756225586 (8.317771559133654) | > loss_mel: 12.912137985229492 (13.024849435387207) | > loss_duration: 1.6430656909942627 (1.6702019433955635) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.160259246826172 (27.511864331223883) | > grad_norm_1: tensor(476.1727, device='cuda:0') (tensor(408.2261, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8151 (0.8486840093405095) | > loader_time: 0.0094 (0.009776721500028574)  --> TIME: 2025-05-11 08:18:43 -- STEP: 537/725 -- GLOBAL_STEP: 320450 | > loss_disc: 2.178121328353882 (2.1966825905680896) | > loss_disc_real_0: 0.10274024307727814 (0.13625910252443668) | > loss_disc_real_1: 0.21040983498096466 (0.18939448862546426) | > loss_disc_real_2: 0.1918821781873703 (0.18741271199460804) | > loss_disc_real_3: 0.19797508418560028 (0.20526939117153709) | > loss_disc_real_4: 0.21622154116630554 (0.19458111651671892) | > loss_disc_real_5: 0.19641047716140747 (0.20774820749431128) | > loss_0: 2.178121328353882 (2.1966825905680896) | > grad_norm_0: tensor(25.9227, device='cuda:0') (tensor(22.9795, device='cuda:0')) | > loss_gen: 2.7982912063598633 (2.7836673228656355) | > loss_kl: 1.5997767448425293 (1.719935023362854) | > loss_feat: 8.812994956970215 (8.337554662587245) | > loss_mel: 12.64889907836914 (13.06180679775927) | > loss_duration: 1.6930354833602905 (1.670810620434013) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.552997589111328 (27.573774469187363) | > grad_norm_1: tensor(519.8970, device='cuda:0') (tensor(412.9529, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.846 (0.8481325676987291) | > loader_time: 0.009 (0.00978492003357388)  --> TIME: 2025-05-11 08:19:26 -- STEP: 587/725 -- GLOBAL_STEP: 320500 | > loss_disc: 2.2724294662475586 (2.196599741201385) | > loss_disc_real_0: 0.15747731924057007 (0.13598426314645148) | > loss_disc_real_1: 0.20290584862232208 (0.18950571452332518) | > loss_disc_real_2: 0.1788688749074936 (0.18748147049490402) | > loss_disc_real_3: 0.1976267397403717 (0.20544278266279625) | > loss_disc_real_4: 0.2252175211906433 (0.19478378948807926) | > loss_disc_real_5: 0.24223710596561432 (0.20756993774051774) | > loss_0: 2.2724294662475586 (2.196599741201385) | > grad_norm_0: tensor(30.0555, device='cuda:0') (tensor(22.9527, device='cuda:0')) | > loss_gen: 2.6506733894348145 (2.7832607126317215) | > loss_kl: 1.7881397008895874 (1.7228817945850763) | > loss_feat: 7.62166166305542 (8.344783605871237) | > loss_mel: 12.19572925567627 (13.069121297417139) | > loss_duration: 1.655423879623413 (1.6702154842308474) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.9116268157959 (27.59026290854563) | > grad_norm_1: tensor(560.0888, device='cuda:0') (tensor(418.1113, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8591 (0.8479550197542832) | > loader_time: 0.0105 (0.00977832129704282)  --> TIME: 2025-05-11 08:20:09 -- STEP: 637/725 -- GLOBAL_STEP: 320550 | > loss_disc: 2.156104803085327 (2.1965389770091637) | > loss_disc_real_0: 0.13578735291957855 (0.13563621271068288) | > loss_disc_real_1: 0.2169572114944458 (0.18956494815589123) | > loss_disc_real_2: 0.19521096348762512 (0.18752948949157366) | > loss_disc_real_3: 0.18605735898017883 (0.20547416045957692) | > loss_disc_real_4: 0.1737998127937317 (0.19496136349355422) | > loss_disc_real_5: 0.231552392244339 (0.20765203880833324) | > loss_0: 2.156104803085327 (2.1965389770091637) | > grad_norm_0: tensor(37.7290, device='cuda:0') (tensor(22.9837, device='cuda:0')) | > loss_gen: 2.919480562210083 (2.782939878700294) | > loss_kl: 1.7211440801620483 (1.720565046208619) | > loss_feat: 8.710190773010254 (8.346016115820373) | > loss_mel: 13.822176933288574 (13.088693144182956) | > loss_duration: 1.640584945678711 (1.670000013975745) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.81357765197754 (27.608214212175067) | > grad_norm_1: tensor(580.5489, device='cuda:0') (tensor(420.5455, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8421 (0.8480964833563505) | > loader_time: 0.0099 (0.009767729970312191)  --> TIME: 2025-05-11 08:20:52 -- STEP: 687/725 -- GLOBAL_STEP: 320600 | > loss_disc: 2.1583774089813232 (2.197154052913454) | > loss_disc_real_0: 0.08730404078960419 (0.13555762462393847) | > loss_disc_real_1: 0.18184706568717957 (0.1894549562160625) | > loss_disc_real_2: 0.20705002546310425 (0.187653372728495) | > loss_disc_real_3: 0.16007724404335022 (0.2055457695732992) | > loss_disc_real_4: 0.18242941796779633 (0.1950411390529451) | > loss_disc_real_5: 0.2145749181509018 (0.20764060728414627) | > loss_0: 2.1583774089813232 (2.197154052913454) | > grad_norm_0: tensor(24.4455, device='cuda:0') (tensor(23.0241, device='cuda:0')) | > loss_gen: 2.728325366973877 (2.7817711667028933) | > loss_kl: 1.735985517501831 (1.7264997584330457) | > loss_feat: 8.731725692749023 (8.339003755189076) | > loss_mel: 13.578472137451172 (13.084307470696462) | > loss_duration: 1.676071286201477 (1.669830979044607) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.450580596923828 (27.60141315210334) | > grad_norm_1: tensor(523.8614, device='cuda:0') (tensor(421.3481, device='cuda:0')) | > current_lr_0: 0.0001907692176976117 | > current_lr_1: 0.0001907692176976117 | > step_time: 0.8657 (0.847947807811754) | > loader_time: 0.0107 (0.00975658591657746)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.291884183883667 (2.291884183883667) | > loss_disc_real_0: 0.157361701130867 (0.157361701130867) | > loss_disc_real_1: 0.1412726640701294 (0.1412726640701294) | > loss_disc_real_2: 0.19208075106143951 (0.19208075106143951) | > loss_disc_real_3: 0.31393301486968994 (0.31393301486968994) | > loss_disc_real_4: 0.29239633679389954 (0.29239633679389954) | > loss_disc_real_5: 0.25430411100387573 (0.25430411100387573) | > loss_0: 2.291884183883667 (2.291884183883667) | > loss_gen: 2.9789907932281494 (2.9789907932281494) | > loss_kl: 2.1096763610839844 (2.1096763610839844) | > loss_feat: 8.638195037841797 (8.638195037841797) | > loss_mel: 14.02962589263916 (14.02962589263916) | > loss_duration: 1.699266791343689 (1.699266791343689) | > loss_1: 29.455753326416016 (29.455753326416016)  --> STEP: 1 | > loss_disc: 2.365487575531006 (2.365487575531006) | > loss_disc_real_0: 0.15635283291339874 (0.15635283291339874) | > loss_disc_real_1: 0.15533094108104706 (0.15533094108104706) | > loss_disc_real_2: 0.180644690990448 (0.180644690990448) | > loss_disc_real_3: 0.29888924956321716 (0.29888924956321716) | > loss_disc_real_4: 0.25535064935684204 (0.25535064935684204) | > loss_disc_real_5: 0.23616676032543182 (0.23616676032543182) | > loss_0: 2.365487575531006 (2.365487575531006) | > loss_gen: 2.604665756225586 (2.604665756225586) | > loss_kl: 2.181931972503662 (2.181931972503662) | > loss_feat: 7.011914253234863 (7.011914253234863) | > loss_mel: 11.8921480178833 (11.8921480178833) | > loss_duration: 1.8239775896072388 (1.8239775896072388) | > loss_1: 25.514638900756836 (25.514638900756836)  --> STEP: 2 | > loss_disc: 2.3384337425231934 (2.3519606590270996) | > loss_disc_real_0: 0.17848508059978485 (0.1674189567565918) | > loss_disc_real_1: 0.1554614156484604 (0.15539617836475372) | > loss_disc_real_2: 0.1976909339427948 (0.1891678124666214) | > loss_disc_real_3: 0.2885707914829254 (0.2937300205230713) | > loss_disc_real_4: 0.2707855999469757 (0.2630681246519089) | > loss_disc_real_5: 0.26210349798202515 (0.24913512915372849) | > loss_0: 2.3384337425231934 (2.3519606590270996) | > loss_gen: 2.8535022735595703 (2.729084014892578) | > loss_kl: 2.068455934524536 (2.125193953514099) | > loss_feat: 8.337509155273438 (7.67471170425415) | > loss_mel: 13.085843086242676 (12.488995552062988) | > loss_duration: 1.8657183647155762 (1.8448479771614075) | > loss_1: 28.211029052734375 (26.862833976745605)  --> STEP: 3 | > loss_disc: 2.1538360118865967 (2.285919109980265) | > loss_disc_real_0: 0.13483458757400513 (0.15655750036239624) | > loss_disc_real_1: 0.1323876678943634 (0.14772667487462363) | > loss_disc_real_2: 0.1732303947210312 (0.183855339884758) | > loss_disc_real_3: 0.26591336727142334 (0.284457802772522) | > loss_disc_real_4: 0.2685466408729553 (0.264894296725591) | > loss_disc_real_5: 0.24062417447566986 (0.24629814426104227) | > loss_0: 2.1538360118865967 (2.285919109980265) | > loss_gen: 3.0852534770965576 (2.8478071689605713) | > loss_kl: 2.013888359069824 (2.088092088699341) | > loss_feat: 10.079221725463867 (8.476215044657389) | > loss_mel: 15.286393165588379 (13.421461423238119) | > loss_duration: 1.8281378746032715 (1.839277942975362) | > loss_1: 32.29289245605469 (28.672853469848633)  --> STEP: 4 | > loss_disc: 2.1476030349731445 (2.251340091228485) | > loss_disc_real_0: 0.14608639478683472 (0.15393972396850586) | > loss_disc_real_1: 0.14001844823360443 (0.14579961821436882) | > loss_disc_real_2: 0.14740964770317078 (0.1747439168393612) | > loss_disc_real_3: 0.27136921882629395 (0.28118565678596497) | > loss_disc_real_4: 0.2604394555091858 (0.2637805864214897) | > loss_disc_real_5: 0.26247546076774597 (0.2503424733877182) | > loss_0: 2.1476030349731445 (2.251340091228485) | > loss_gen: 2.971924066543579 (2.8788363933563232) | > loss_kl: 1.9880176782608032 (2.0630734860897064) | > loss_feat: 8.566595077514648 (8.498810052871704) | > loss_mel: 14.290772438049316 (13.638789176940918) | > loss_duration: 1.763358473777771 (1.8202980756759644) | > loss_1: 29.580669403076172 (28.899807453155518) --> EVAL PERFORMANCE | > avg_loader_time: 0.2822086215019226 (-0.0042105913162231445) | > avg_loss_disc: 2.251340091228485 (+0.004159271717071533) | > avg_loss_disc_real_0: 0.15393972396850586 (+0.006350848823785782) | > avg_loss_disc_real_1: 0.14579961821436882 (-0.0073615871369838715) | > avg_loss_disc_real_2: 0.1747439168393612 (+0.025210272520780563) | > avg_loss_disc_real_3: 0.28118565678596497 (+0.09298630803823471) | > avg_loss_disc_real_4: 0.2637805864214897 (+0.09875139966607094) | > avg_loss_disc_real_5: 0.2503424733877182 (+0.04444541037082672) | > avg_loss_0: 2.251340091228485 (+0.004159271717071533) | > avg_loss_gen: 2.8788363933563232 (+0.4832190275192261) | > avg_loss_kl: 2.0630734860897064 (+0.20871171355247498) | > avg_loss_feat: 8.498810052871704 (-0.027024269104003906) | > avg_loss_mel: 13.638789176940918 (-0.5337436199188232) | > avg_loss_duration: 1.8202980756759644 (-0.004333585500717163) | > avg_loss_1: 28.899807453155518 (+0.1268291473388672)  > EPOCH: 379/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 08:21:32)   --> TIME: 2025-05-11 08:21:44 -- STEP: 12/725 -- GLOBAL_STEP: 320650 | > loss_disc: 2.2790679931640625 (2.238060235977173) | > loss_disc_real_0: 0.120847687125206 (0.13476024816433588) | > loss_disc_real_1: 0.20789344608783722 (0.19185543557008108) | > loss_disc_real_2: 0.17865069210529327 (0.18959749986728033) | > loss_disc_real_3: 0.21104134619235992 (0.21415410687526068) | > loss_disc_real_4: 0.18130898475646973 (0.2000831551849842) | > loss_disc_real_5: 0.23669542372226715 (0.2121099109450976) | > loss_0: 2.2790679931640625 (2.238060235977173) | > grad_norm_0: tensor(18.8410, device='cuda:0') (tensor(16.8802, device='cuda:0')) | > loss_gen: 2.729738712310791 (2.731535494327545) | > loss_kl: 1.8812507390975952 (1.781345546245575) | > loss_feat: 7.967988014221191 (8.114185094833374) | > loss_mel: 12.45969009399414 (13.084676822026571) | > loss_duration: 1.6956689357757568 (1.6668659349282582) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.734336853027344 (27.37860854466756) | > grad_norm_1: tensor(495.2897, device='cuda:0') (tensor(353.2879, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8245 (0.823776920636495) | > loader_time: 0.009 (0.010215838750203451)  --> TIME: 2025-05-11 08:22:27 -- STEP: 62/725 -- GLOBAL_STEP: 320700 | > loss_disc: 2.296064615249634 (2.214027827785861) | > loss_disc_real_0: 0.18474653363227844 (0.13708985512775765) | > loss_disc_real_1: 0.18144501745700836 (0.19001799581512327) | > loss_disc_real_2: 0.21712978184223175 (0.18987124437286007) | > loss_disc_real_3: 0.22138364613056183 (0.2072489860077058) | > loss_disc_real_4: 0.1920708417892456 (0.1959759047435176) | > loss_disc_real_5: 0.23399053514003754 (0.21157133050503268) | > loss_0: 2.296064615249634 (2.214027827785861) | > grad_norm_0: tensor(26.8485, device='cuda:0') (tensor(18.9735, device='cuda:0')) | > loss_gen: 2.6013119220733643 (2.7471928327314306) | > loss_kl: 1.7523167133331299 (1.748012092805678) | > loss_feat: 8.025679588317871 (8.239466513356854) | > loss_mel: 13.316142082214355 (13.097136128333307) | > loss_duration: 1.694861650466919 (1.663385429689961) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.39031410217285 (27.49519298922631) | > grad_norm_1: tensor(621.5757, device='cuda:0') (tensor(372.1908, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8474 (0.8463388835230181) | > loader_time: 0.0096 (0.010194874578906644)  --> TIME: 2025-05-11 08:23:10 -- STEP: 112/725 -- GLOBAL_STEP: 320750 | > loss_disc: 2.110703468322754 (2.204845994710922) | > loss_disc_real_0: 0.17165757715702057 (0.13655472806255747) | > loss_disc_real_1: 0.1833166629076004 (0.18981230964085885) | > loss_disc_real_2: 0.1826895922422409 (0.18874573880540466) | > loss_disc_real_3: 0.19150236248970032 (0.20594570067312037) | > loss_disc_real_4: 0.18850204348564148 (0.19511825019227608) | > loss_disc_real_5: 0.2091614305973053 (0.20930029678025416) | > loss_0: 2.110703468322754 (2.204845994710922) | > grad_norm_0: tensor(32.4880, device='cuda:0') (tensor(20.6478, device='cuda:0')) | > loss_gen: 2.9234704971313477 (2.7621640477861673) | > loss_kl: 1.7749558687210083 (1.7458090069038528) | > loss_feat: 8.806392669677734 (8.309245101043155) | > loss_mel: 13.194438934326172 (13.062223485537938) | > loss_duration: 1.6746826171875 (1.6677918072257722) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.373939514160156 (27.547233292034694) | > grad_norm_1: tensor(672.3720, device='cuda:0') (tensor(390.1715, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8354 (0.8469136548893792) | > loader_time: 0.0098 (0.010078777159963331)  --> TIME: 2025-05-11 08:23:53 -- STEP: 162/725 -- GLOBAL_STEP: 320800 | > loss_disc: 2.1642074584960938 (2.2020665355670594) | > loss_disc_real_0: 0.11433292180299759 (0.13606469213594632) | > loss_disc_real_1: 0.18515373766422272 (0.1896583163811836) | > loss_disc_real_2: 0.1660192459821701 (0.18753338761535687) | > loss_disc_real_3: 0.20133481919765472 (0.20560971095606131) | > loss_disc_real_4: 0.21417713165283203 (0.19529308075154267) | > loss_disc_real_5: 0.23051868379116058 (0.2089509735872716) | > loss_0: 2.1642074584960938 (2.2020665355670594) | > grad_norm_0: tensor(17.6684, device='cuda:0') (tensor(21.2415, device='cuda:0')) | > loss_gen: 2.9010839462280273 (2.7580654930185364) | > loss_kl: 1.8241387605667114 (1.7406377711413819) | > loss_feat: 9.209615707397461 (8.272705522584324) | > loss_mel: 14.014369010925293 (13.029547096770486) | > loss_duration: 1.616758942604065 (1.668676945898268) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.56596565246582 (27.469632666787984) | > grad_norm_1: tensor(511.2947, device='cuda:0') (tensor(393.4102, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8349 (0.8473938600516614) | > loader_time: 0.0101 (0.010055661201477054)  --> TIME: 2025-05-11 08:24:36 -- STEP: 212/725 -- GLOBAL_STEP: 320850 | > loss_disc: 2.247257709503174 (2.202220735684881) | > loss_disc_real_0: 0.12658436596393585 (0.13645208479379706) | > loss_disc_real_1: 0.18265342712402344 (0.1892587968482161) | > loss_disc_real_2: 0.18526604771614075 (0.18800394314358815) | > loss_disc_real_3: 0.19841602444648743 (0.20539270257050135) | > loss_disc_real_4: 0.21129220724105835 (0.1953908623951786) | > loss_disc_real_5: 0.1901887208223343 (0.20764535665512085) | > loss_0: 2.247257709503174 (2.202220735684881) | > grad_norm_0: tensor(31.5416, device='cuda:0') (tensor(21.3883, device='cuda:0')) | > loss_gen: 2.9044406414031982 (2.762281673134496) | > loss_kl: 1.6583869457244873 (1.7410086309010129) | > loss_feat: 8.233393669128418 (8.276477012994157) | > loss_mel: 13.062186241149902 (13.012150323615884) | > loss_duration: 1.6776236295700073 (1.668433834921639) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.53603172302246 (27.460351332178657) | > grad_norm_1: tensor(535.6450, device='cuda:0') (tensor(396.9821, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8466 (0.8479012622023528) | > loader_time: 0.0099 (0.010102290027546437)  --> TIME: 2025-05-11 08:25:19 -- STEP: 262/725 -- GLOBAL_STEP: 320900 | > loss_disc: 2.245123863220215 (2.2091578559111102) | > loss_disc_real_0: 0.12218131124973297 (0.14055415257129053) | > loss_disc_real_1: 0.1769372671842575 (0.1890774618350822) | > loss_disc_real_2: 0.1795627623796463 (0.18820181597052638) | > loss_disc_real_3: 0.2050284445285797 (0.20580410092841578) | > loss_disc_real_4: 0.20386481285095215 (0.1953542450912126) | > loss_disc_real_5: 0.22058875858783722 (0.20975739753428307) | > loss_0: 2.245123863220215 (2.2091578559111102) | > grad_norm_0: tensor(24.9895, device='cuda:0') (tensor(22.5805, device='cuda:0')) | > loss_gen: 2.682309150695801 (2.769498393735811) | > loss_kl: 1.6941312551498413 (1.7445729465885016) | > loss_feat: 8.023083686828613 (8.28719684367872) | > loss_mel: 12.684332847595215 (13.042980863847804) | > loss_duration: 1.6732897758483887 (1.6695333200556632) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.757144927978516 (27.51378224642222) | > grad_norm_1: tensor(234.2077, device='cuda:0') (tensor(406.4076, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8852 (0.8467996311551742) | > loader_time: 0.0101 (0.010107772040913126)  --> TIME: 2025-05-11 08:26:03 -- STEP: 312/725 -- GLOBAL_STEP: 320950 | > loss_disc: 2.204371929168701 (2.2063045238073054) | > loss_disc_real_0: 0.1052478700876236 (0.13989771959873348) | > loss_disc_real_1: 0.16748586297035217 (0.1895706387093433) | > loss_disc_real_2: 0.19341591000556946 (0.18803909167838403) | > loss_disc_real_3: 0.17754508554935455 (0.20550430403688016) | > loss_disc_real_4: 0.1771918684244156 (0.19517662337957292) | > loss_disc_real_5: 0.20303574204444885 (0.20897840202236787) | > loss_0: 2.204371929168701 (2.2063045238073054) | > grad_norm_0: tensor(15.3167, device='cuda:0') (tensor(22.4591, device='cuda:0')) | > loss_gen: 2.718177080154419 (2.769683162371317) | > loss_kl: 1.638047695159912 (1.7372667407378168) | > loss_feat: 8.508315086364746 (8.299235939979562) | > loss_mel: 13.53222370147705 (13.051952068622294) | > loss_duration: 1.6577134132385254 (1.6692278037468593) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.054475784301758 (27.52736561114971) | > grad_norm_1: tensor(303.4540, device='cuda:0') (tensor(408.8435, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8483 (0.8488766260636158) | > loader_time: 0.0106 (0.010119650608454002)  --> TIME: 2025-05-11 08:26:46 -- STEP: 362/725 -- GLOBAL_STEP: 321000 | > loss_disc: 2.1279444694519043 (2.2069192126969592) | > loss_disc_real_0: 0.17021140456199646 (0.13982141464537023) | > loss_disc_real_1: 0.18771503865718842 (0.19026692343350923) | > loss_disc_real_2: 0.20079894363880157 (0.18832846035285553) | > loss_disc_real_3: 0.18649905920028687 (0.2053610314486435) | > loss_disc_real_4: 0.1863413006067276 (0.1952891094167589) | > loss_disc_real_5: 0.2015535533428192 (0.20818505180968763) | > loss_0: 2.1279444694519043 (2.2069192126969592) | > grad_norm_0: tensor(24.4445, device='cuda:0') (tensor(22.0905, device='cuda:0')) | > loss_gen: 3.057652711868286 (2.7688880118217223) | > loss_kl: 1.8176242113113403 (1.7364503915797278) | > loss_feat: 9.663789749145508 (8.28676157761675) | > loss_mel: 14.478350639343262 (13.037272500728376) | > loss_duration: 1.60383141040802 (1.6683096144739435) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.62125015258789 (27.497682028712482) | > grad_norm_1: tensor(474.0840, device='cuda:0') (tensor(405.1308, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.843 (0.849522211275048) | > loader_time: 0.0102 (0.01013995336564206) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_321000.pth  --> TIME: 2025-05-11 08:27:32 -- STEP: 412/725 -- GLOBAL_STEP: 321050 | > loss_disc: 2.2120370864868164 (2.2072234226083274) | > loss_disc_real_0: 0.14088532328605652 (0.13948377305008833) | > loss_disc_real_1: 0.19161483645439148 (0.19054538832561477) | > loss_disc_real_2: 0.22338078916072845 (0.1882381952431017) | > loss_disc_real_3: 0.22430969774723053 (0.20532660992834176) | > loss_disc_real_4: 0.20764751732349396 (0.19496293872305498) | > loss_disc_real_5: 0.17666718363761902 (0.2079585439444167) | > loss_0: 2.2120370864868164 (2.2072234226083274) | > grad_norm_0: tensor(19.9934, device='cuda:0') (tensor(21.5560, device='cuda:0')) | > loss_gen: 2.750218152999878 (2.76489388826981) | > loss_kl: 1.6288082599639893 (1.7317140099493042) | > loss_feat: 8.686838150024414 (8.266513204111646) | > loss_mel: 13.359511375427246 (13.007244614721502) | > loss_duration: 1.6840569972991943 (1.6689229182247978) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.109432220458984 (27.439288569885544) | > grad_norm_1: tensor(400.3887, device='cuda:0') (tensor(394.1291, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8419 (0.8483464694717555) | > loader_time: 0.0107 (0.01010896048499542)  --> TIME: 2025-05-11 08:28:14 -- STEP: 462/725 -- GLOBAL_STEP: 321100 | > loss_disc: 2.2009851932525635 (2.2069225184845207) | > loss_disc_real_0: 0.13432879745960236 (0.13922935338827946) | > loss_disc_real_1: 0.21962973475456238 (0.1904743640518291) | > loss_disc_real_2: 0.20556172728538513 (0.18848175081339752) | > loss_disc_real_3: 0.19962787628173828 (0.20510637179597632) | > loss_disc_real_4: 0.19896498322486877 (0.19485666238384336) | > loss_disc_real_5: 0.23406347632408142 (0.208155325706645) | > loss_0: 2.2009851932525635 (2.2069225184845207) | > grad_norm_0: tensor(22.5451, device='cuda:0') (tensor(21.7698, device='cuda:0')) | > loss_gen: 2.8094916343688965 (2.764263333180247) | > loss_kl: 1.7574185132980347 (1.7324020632933743) | > loss_feat: 7.815542697906494 (8.26558007615986) | > loss_mel: 13.024490356445312 (13.013599451486167) | > loss_duration: 1.705300211906433 (1.6689046768399027) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.112241744995117 (27.44474953903264) | > grad_norm_1: tensor(503.4751, device='cuda:0') (tensor(394.9421, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.7832 (0.847286007105014) | > loader_time: 0.0102 (0.010150270544605334)  --> TIME: 2025-05-11 08:28:57 -- STEP: 512/725 -- GLOBAL_STEP: 321150 | > loss_disc: 2.1017582416534424 (2.2050219106022277) | > loss_disc_real_0: 0.1340755820274353 (0.13869595843425478) | > loss_disc_real_1: 0.19252806901931763 (0.19024398952024052) | > loss_disc_real_2: 0.22759149968624115 (0.1882488762494177) | > loss_disc_real_3: 0.19897988438606262 (0.20492013500188477) | > loss_disc_real_4: 0.18134526908397675 (0.1948419359978289) | > loss_disc_real_5: 0.18303240835666656 (0.20822103775572032) | > loss_0: 2.1017582416534424 (2.2050219106022277) | > grad_norm_0: tensor(16.4607, device='cuda:0') (tensor(21.7973, device='cuda:0')) | > loss_gen: 2.926424503326416 (2.764799402561036) | > loss_kl: 1.597097635269165 (1.7309634797275064) | > loss_feat: 9.449275970458984 (8.267167383804928) | > loss_mel: 13.856990814208984 (13.02160058915615) | > loss_duration: 1.6235713958740234 (1.6697063613682985) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.453359603881836 (27.45423715189099) | > grad_norm_1: tensor(456.6557, device='cuda:0') (tensor(397.3817, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8397 (0.8467691889964044) | > loader_time: 0.0104 (0.01016059564426541)  --> TIME: 2025-05-11 08:29:40 -- STEP: 562/725 -- GLOBAL_STEP: 321200 | > loss_disc: 2.06937313079834 (2.2050728660037104) | > loss_disc_real_0: 0.16883672773838043 (0.13874050806478666) | > loss_disc_real_1: 0.17512045800685883 (0.19001760617481853) | > loss_disc_real_2: 0.1682601273059845 (0.18814567890137546) | > loss_disc_real_3: 0.19435156881809235 (0.20502981551495317) | > loss_disc_real_4: 0.19165562093257904 (0.19489093824849865) | > loss_disc_real_5: 0.18797877430915833 (0.2083058779880245) | > loss_0: 2.06937313079834 (2.2050728660037104) | > grad_norm_0: tensor(14.8396, device='cuda:0') (tensor(22.0431, device='cuda:0')) | > loss_gen: 3.058650493621826 (2.766998060233225) | > loss_kl: 1.7838879823684692 (1.7335996029640006) | > loss_feat: 9.029921531677246 (8.272920613611314) | > loss_mel: 12.81740665435791 (13.014485220043685) | > loss_duration: 1.640862226486206 (1.6695825941197813) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.33072853088379 (27.45758605427588) | > grad_norm_1: tensor(249.1072, device='cuda:0') (tensor(398.2376, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8818 (0.8470808488194206) | > loader_time: 0.0111 (0.010168229557865453)  --> TIME: 2025-05-11 08:30:24 -- STEP: 612/725 -- GLOBAL_STEP: 321250 | > loss_disc: 2.2151296138763428 (2.205562928728031) | > loss_disc_real_0: 0.1488252580165863 (0.13874030199656676) | > loss_disc_real_1: 0.19245079159736633 (0.19030297021655465) | > loss_disc_real_2: 0.20412760972976685 (0.18822488802320814) | > loss_disc_real_3: 0.17384232580661774 (0.2049792182747445) | > loss_disc_real_4: 0.19641311466693878 (0.1949616873673366) | > loss_disc_real_5: 0.188923180103302 (0.20815352912919194) | > loss_0: 2.2151296138763428 (2.205562928728031) | > grad_norm_0: tensor(27.0987, device='cuda:0') (tensor(21.8510, device='cuda:0')) | > loss_gen: 2.6370651721954346 (2.7649459196071966) | > loss_kl: 1.6518889665603638 (1.7340352126196314) | > loss_feat: 7.624012470245361 (8.271848176039919) | > loss_mel: 12.677412986755371 (13.00955802630755) | > loss_duration: 1.5986950397491455 (1.669317068812115) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.189077377319336 (27.449704357222004) | > grad_norm_1: tensor(139.1749, device='cuda:0') (tensor(396.2315, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8077 (0.8473622374285282) | > loader_time: 0.009 (0.010180857836031438)  --> TIME: 2025-05-11 08:31:06 -- STEP: 662/725 -- GLOBAL_STEP: 321300 | > loss_disc: 2.202653646469116 (2.204087828041204) | > loss_disc_real_0: 0.1330588310956955 (0.13852425879627187) | > loss_disc_real_1: 0.1835639327764511 (0.19002620056496636) | > loss_disc_real_2: 0.1811847984790802 (0.1880447553003662) | > loss_disc_real_3: 0.19997256994247437 (0.20502014561722282) | > loss_disc_real_4: 0.1823398470878601 (0.194803398428907) | > loss_disc_real_5: 0.2428300827741623 (0.20810832222782955) | > loss_0: 2.202653646469116 (2.204087828041204) | > grad_norm_0: tensor(19.2217, device='cuda:0') (tensor(21.8321, device='cuda:0')) | > loss_gen: 2.7420217990875244 (2.7663881494199374) | > loss_kl: 1.6805933713912964 (1.729739378946425) | > loss_feat: 7.8896074295043945 (8.272504698473897) | > loss_mel: 13.289677619934082 (13.01442596631468) | > loss_duration: 1.6785194873809814 (1.669773445028553) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.280420303344727 (27.45283161693468) | > grad_norm_1: tensor(597.4109, device='cuda:0') (tensor(398.2946, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8608 (0.8464266011361992) | > loader_time: 0.0097 (0.010179748347878811)  --> TIME: 2025-05-11 08:31:49 -- STEP: 712/725 -- GLOBAL_STEP: 321350 | > loss_disc: 2.28192400932312 (2.2031386971808553) | > loss_disc_real_0: 0.13328194618225098 (0.13838472776114924) | > loss_disc_real_1: 0.1950264573097229 (0.18997568448775262) | > loss_disc_real_2: 0.20174336433410645 (0.18806494764062795) | > loss_disc_real_3: 0.19887711107730865 (0.2049853427105405) | > loss_disc_real_4: 0.2041887789964676 (0.1945918678944367) | > loss_disc_real_5: 0.19705648720264435 (0.2080060892602366) | > loss_0: 2.28192400932312 (2.2031386971808553) | > grad_norm_0: tensor(17.5004, device='cuda:0') (tensor(21.7185, device='cuda:0')) | > loss_gen: 2.715689182281494 (2.7672678670856343) | > loss_kl: 1.5251514911651611 (1.7267878229698435) | > loss_feat: 7.8127760887146 (8.280750902181273) | > loss_mel: 12.117683410644531 (13.027039677909254) | > loss_duration: 1.6526508331298828 (1.6692391659101746) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.823951721191406 (27.471085409100127) | > grad_norm_1: tensor(426.3558, device='cuda:0') (tensor(399.1421, device='cuda:0')) | > current_lr_0: 0.00019074537154539949 | > current_lr_1: 0.00019074537154539949 | > step_time: 0.8148 (0.846186246764794) | > loader_time: 0.0098 (0.010187700223386961)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4768483638763428 (2.4768483638763428) | > loss_disc_real_0: 0.2700592577457428 (0.2700592577457428) | > loss_disc_real_1: 0.20446594059467316 (0.20446594059467316) | > loss_disc_real_2: 0.1784278005361557 (0.1784278005361557) | > loss_disc_real_3: 0.21506240963935852 (0.21506240963935852) | > loss_disc_real_4: 0.2882765829563141 (0.2882765829563141) | > loss_disc_real_5: 0.23415277898311615 (0.23415277898311615) | > loss_0: 2.4768483638763428 (2.4768483638763428) | > loss_gen: 2.6645514965057373 (2.6645514965057373) | > loss_kl: 1.9172457456588745 (1.9172457456588745) | > loss_feat: 6.80684757232666 (6.80684757232666) | > loss_mel: 12.257522583007812 (12.257522583007812) | > loss_duration: 1.718135952949524 (1.718135952949524) | > loss_1: 25.364303588867188 (25.364303588867188)  --> STEP: 1 | > loss_disc: 2.338754892349243 (2.338754892349243) | > loss_disc_real_0: 0.2405417263507843 (0.2405417263507843) | > loss_disc_real_1: 0.16842801868915558 (0.16842801868915558) | > loss_disc_real_2: 0.17078222334384918 (0.17078222334384918) | > loss_disc_real_3: 0.20230244100093842 (0.20230244100093842) | > loss_disc_real_4: 0.26673954725265503 (0.26673954725265503) | > loss_disc_real_5: 0.21909193694591522 (0.21909193694591522) | > loss_0: 2.338754892349243 (2.338754892349243) | > loss_gen: 2.771436929702759 (2.771436929702759) | > loss_kl: 1.9302022457122803 (1.9302022457122803) | > loss_feat: 8.172168731689453 (8.172168731689453) | > loss_mel: 14.511804580688477 (14.511804580688477) | > loss_duration: 1.8462034463882446 (1.8462034463882446) | > loss_1: 29.231815338134766 (29.231815338134766)  --> STEP: 2 | > loss_disc: 2.408890962600708 (2.3738229274749756) | > loss_disc_real_0: 0.2568850517272949 (0.2487133890390396) | > loss_disc_real_1: 0.17253638803958893 (0.17048220336437225) | > loss_disc_real_2: 0.1600586175918579 (0.16542042046785355) | > loss_disc_real_3: 0.21670284867286682 (0.20950264483690262) | > loss_disc_real_4: 0.29206398129463196 (0.2794017642736435) | > loss_disc_real_5: 0.25307148694992065 (0.23608171194791794) | > loss_0: 2.408890962600708 (2.3738229274749756) | > loss_gen: 2.7535369396209717 (2.7624869346618652) | > loss_kl: 2.033499002456665 (1.9818506240844727) | > loss_feat: 7.712527275085449 (7.942348003387451) | > loss_mel: 14.008416175842285 (14.26011037826538) | > loss_duration: 1.8764723539352417 (1.8613379001617432) | > loss_1: 28.384450912475586 (28.808133125305176)  --> STEP: 3 | > loss_disc: 2.325202703475952 (2.3576161861419678) | > loss_disc_real_0: 0.2175363004207611 (0.23832102616628012) | > loss_disc_real_1: 0.1823635995388031 (0.1744426687558492) | > loss_disc_real_2: 0.15766498446464539 (0.16283527513345084) | > loss_disc_real_3: 0.2194363921880722 (0.21281389395395914) | > loss_disc_real_4: 0.23902401328086853 (0.2659425139427185) | > loss_disc_real_5: 0.2245861142873764 (0.23224984606107077) | > loss_0: 2.325202703475952 (2.3576161861419678) | > loss_gen: 2.7349541187286377 (2.7533093293507895) | > loss_kl: 1.7944613695144653 (1.9193875392278035) | > loss_feat: 7.812633991241455 (7.899109999338786) | > loss_mel: 12.881720542907715 (13.800647099812826) | > loss_duration: 1.8339433670043945 (1.8522063891092937) | > loss_1: 27.05771255493164 (28.224659601847332)  --> STEP: 4 | > loss_disc: 2.264737606048584 (2.334396541118622) | > loss_disc_real_0: 0.19756899774074554 (0.22813301905989647) | > loss_disc_real_1: 0.17375262081623077 (0.1742701567709446) | > loss_disc_real_2: 0.1434783935546875 (0.15799605473876) | > loss_disc_real_3: 0.22413066029548645 (0.21564308553934097) | > loss_disc_real_4: 0.2405289262533188 (0.2595891170203686) | > loss_disc_real_5: 0.2507055401802063 (0.23686376959085464) | > loss_0: 2.264737606048584 (2.334396541118622) | > loss_gen: 2.978358268737793 (2.8095715641975403) | > loss_kl: 1.8246821165084839 (1.8957111835479736) | > loss_feat: 9.11880111694336 (8.20403277873993) | > loss_mel: 14.407526016235352 (13.952366828918457) | > loss_duration: 1.7932014465332031 (1.837455153465271) | > loss_1: 30.122570037841797 (28.699137210845947) --> EVAL PERFORMANCE | > avg_loader_time: 0.280376136302948 (-0.0018324851989746094) | > avg_loss_disc: 2.334396541118622 (+0.08305644989013672) | > avg_loss_disc_real_0: 0.22813301905989647 (+0.07419329509139061) | > avg_loss_disc_real_1: 0.1742701567709446 (+0.028470538556575775) | > avg_loss_disc_real_2: 0.15799605473876 (-0.016747862100601196) | > avg_loss_disc_real_3: 0.21564308553934097 (-0.06554257124662399) | > avg_loss_disc_real_4: 0.2595891170203686 (-0.0041914694011211395) | > avg_loss_disc_real_5: 0.23686376959085464 (-0.013478703796863556) | > avg_loss_0: 2.334396541118622 (+0.08305644989013672) | > avg_loss_gen: 2.8095715641975403 (-0.06926482915878296) | > avg_loss_kl: 1.8957111835479736 (-0.1673623025417328) | > avg_loss_feat: 8.20403277873993 (-0.2947772741317749) | > avg_loss_mel: 13.952366828918457 (+0.31357765197753906) | > avg_loss_duration: 1.837455153465271 (+0.01715707778930664) | > avg_loss_1: 28.699137210845947 (-0.2006702423095703)  > EPOCH: 380/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 08:32:06)   --> TIME: 2025-05-11 08:32:40 -- STEP: 37/725 -- GLOBAL_STEP: 321400 | > loss_disc: 2.2615225315093994 (2.2326165598792) | > loss_disc_real_0: 0.12465730309486389 (0.13981343604422908) | > loss_disc_real_1: 0.1988549530506134 (0.193523108959198) | > loss_disc_real_2: 0.1980660855770111 (0.19089173867895798) | > loss_disc_real_3: 0.1971951723098755 (0.2050216532236821) | > loss_disc_real_4: 0.18157687783241272 (0.19704345311667468) | > loss_disc_real_5: 0.19119670987129211 (0.20806638574278033) | > loss_0: 2.2615225315093994 (2.2326165598792) | > grad_norm_0: tensor(18.8910, device='cuda:0') (tensor(21.5990, device='cuda:0')) | > loss_gen: 2.5544345378875732 (2.7433155807288916) | > loss_kl: 1.6818159818649292 (1.7491246139681018) | > loss_feat: 7.633974552154541 (8.105047793001743) | > loss_mel: 11.625892639160156 (12.860674265268687) | > loss_duration: 1.659461259841919 (1.6652206826854397) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.15557861328125 (27.123383083859004) | > grad_norm_1: tensor(515.3271, device='cuda:0') (tensor(361.9244, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8571 (0.8444958377528835) | > loader_time: 0.0103 (0.009965303781870249)  --> TIME: 2025-05-11 08:33:23 -- STEP: 87/725 -- GLOBAL_STEP: 321450 | > loss_disc: 2.1085920333862305 (2.2211294886709636) | > loss_disc_real_0: 0.17522333562374115 (0.13650723015782476) | > loss_disc_real_1: 0.16146782040596008 (0.1920538938593591) | > loss_disc_real_2: 0.15604712069034576 (0.1891609885911832) | > loss_disc_real_3: 0.1862996369600296 (0.20624103782505826) | > loss_disc_real_4: 0.16835922002792358 (0.19726615664602695) | > loss_disc_real_5: 0.19985035061836243 (0.20975663333103575) | > loss_0: 2.1085920333862305 (2.2211294886709636) | > grad_norm_0: tensor(24.5185, device='cuda:0') (tensor(20.9879, device='cuda:0')) | > loss_gen: 2.827648878097534 (2.7359983153726852) | > loss_kl: 1.6264071464538574 (1.7199382028360477) | > loss_feat: 8.638187408447266 (8.111937906550262) | > loss_mel: 13.402629852294922 (12.901752296535449) | > loss_duration: 1.6411356925964355 (1.6666135678346137) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.136009216308594 (27.13624048781121) | > grad_norm_1: tensor(360.1360, device='cuda:0') (tensor(376.7256, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8161 (0.8461062469701658) | > loader_time: 0.009 (0.009968332860661651)  --> TIME: 2025-05-11 08:34:07 -- STEP: 137/725 -- GLOBAL_STEP: 321500 | > loss_disc: 2.0898427963256836 (2.2086735380827065) | > loss_disc_real_0: 0.06556625664234161 (0.1368767293374034) | > loss_disc_real_1: 0.16255232691764832 (0.1899952145606062) | > loss_disc_real_2: 0.1419813483953476 (0.18832465527701553) | > loss_disc_real_3: 0.1664913147687912 (0.2052877604091254) | > loss_disc_real_4: 0.18397262692451477 (0.19618582203440424) | > loss_disc_real_5: 0.17504675686359406 (0.20744336499784988) | > loss_0: 2.0898427963256836 (2.2086735380827065) | > grad_norm_0: tensor(20.4971, device='cuda:0') (tensor(22.2051, device='cuda:0')) | > loss_gen: 2.851445198059082 (2.7582966759257066) | > loss_kl: 1.9225411415100098 (1.72491902330496) | > loss_feat: 10.208691596984863 (8.246135603772457) | > loss_mel: 13.808306694030762 (13.017584431780516) | > loss_duration: 1.6802598237991333 (1.6691775269752005) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.47124481201172 (27.416113303525606) | > grad_norm_1: tensor(467.6939, device='cuda:0') (tensor(390.7887, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8277 (0.8532315623151124) | > loader_time: 0.0094 (0.010155075657976806)  --> TIME: 2025-05-11 08:34:50 -- STEP: 187/725 -- GLOBAL_STEP: 321550 | > loss_disc: 2.169888973236084 (2.216798778523736) | > loss_disc_real_0: 0.16516973078250885 (0.1374391828549099) | > loss_disc_real_1: 0.192750483751297 (0.19166876248178638) | > loss_disc_real_2: 0.19745497405529022 (0.18946190393544773) | > loss_disc_real_3: 0.1654941439628601 (0.2050500054729176) | > loss_disc_real_4: 0.14251770079135895 (0.1964221301085171) | > loss_disc_real_5: 0.22520175576210022 (0.2084315803280489) | > loss_0: 2.169888973236084 (2.216798778523736) | > grad_norm_0: tensor(13.2782, device='cuda:0') (tensor(21.5605, device='cuda:0')) | > loss_gen: 2.7512290477752686 (2.7454979789448295) | > loss_kl: 1.5158027410507202 (1.7280376620471158) | > loss_feat: 8.344147682189941 (8.199176931126232) | > loss_mel: 13.264971733093262 (12.992362608884113) | > loss_duration: 1.7052032947540283 (1.6706555839528379) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.58135414123535 (27.335730761767717) | > grad_norm_1: tensor(378.1999, device='cuda:0') (tensor(374.0121, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8583 (0.8521550632415609) | > loader_time: 0.0097 (0.010311138183675352)  --> TIME: 2025-05-11 08:35:34 -- STEP: 237/725 -- GLOBAL_STEP: 321600 | > loss_disc: 2.137972831726074 (2.218504816167969) | > loss_disc_real_0: 0.1128556951880455 (0.137540821033188) | > loss_disc_real_1: 0.17069202661514282 (0.1918148348728816) | > loss_disc_real_2: 0.16968601942062378 (0.18905920978588395) | > loss_disc_real_3: 0.19729560613632202 (0.20554796842080128) | > loss_disc_real_4: 0.18612216413021088 (0.19659806247250441) | > loss_disc_real_5: 0.22580833733081818 (0.20887676321504492) | > loss_0: 2.137972831726074 (2.218504816167969) | > grad_norm_0: tensor(26.4769, device='cuda:0') (tensor(20.8935, device='cuda:0')) | > loss_gen: 2.9198760986328125 (2.7449727983917365) | > loss_kl: 1.8908628225326538 (1.7317689586792313) | > loss_feat: 9.356016159057617 (8.20348722723466) | > loss_mel: 14.40797233581543 (12.99903192801818) | > loss_duration: 1.6530543565750122 (1.670972328145796) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.227781295776367 (27.35023322286486) | > grad_norm_1: tensor(512.5948, device='cuda:0') (tensor(365.0888, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8255 (0.8529263307273639) | > loader_time: 0.0095 (0.01044933604791698)  --> TIME: 2025-05-11 08:36:17 -- STEP: 287/725 -- GLOBAL_STEP: 321650 | > loss_disc: 2.204770565032959 (2.2161785999656973) | > loss_disc_real_0: 0.19074569642543793 (0.1376252164772163) | > loss_disc_real_1: 0.1934974640607834 (0.19160198381345858) | > loss_disc_real_2: 0.19301535189151764 (0.18917820709092273) | > loss_disc_real_3: 0.19690614938735962 (0.20567924635750912) | > loss_disc_real_4: 0.22620537877082825 (0.19638602643270522) | > loss_disc_real_5: 0.23562514781951904 (0.2085118371642841) | > loss_0: 2.204770565032959 (2.2161785999656973) | > grad_norm_0: tensor(43.0963, device='cuda:0') (tensor(21.2264, device='cuda:0')) | > loss_gen: 2.8863632678985596 (2.7517372905584994) | > loss_kl: 1.6093367338180542 (1.7263038287179395) | > loss_feat: 9.08441162109375 (8.210889842867436) | > loss_mel: 13.851694107055664 (12.982662516603906) | > loss_duration: 1.681035041809082 (1.6707337766574233) | > amp_scaler: 256.0 (257.7839721254355) | > loss_1: 29.112842559814453 (27.342327270773648) | > grad_norm_1: 0 (tensor(372.3503, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.79 (0.8512867302844748) | > loader_time: 0.0098 (0.010524049453203685)  --> TIME: 2025-05-11 08:37:00 -- STEP: 337/725 -- GLOBAL_STEP: 321700 | > loss_disc: 2.1620254516601562 (2.214628513206006) | > loss_disc_real_0: 0.12732940912246704 (0.13694297624005752) | > loss_disc_real_1: 0.19876474142074585 (0.19155140543903723) | > loss_disc_real_2: 0.1718466728925705 (0.189138890197086) | > loss_disc_real_3: 0.23865939676761627 (0.20605474719307898) | > loss_disc_real_4: 0.19137217104434967 (0.19631384375010472) | > loss_disc_real_5: 0.24577151238918304 (0.20887318310999378) | > loss_0: 2.1620254516601562 (2.214628513206006) | > grad_norm_0: tensor(21.1430, device='cuda:0') (tensor(21.1926, device='cuda:0')) | > loss_gen: 2.7386229038238525 (2.756265473295036) | > loss_kl: 1.716176152229309 (1.725529817869826) | > loss_feat: 8.92817211151123 (8.229299896194956) | > loss_mel: 14.059659957885742 (12.975984751647593) | > loss_duration: 1.645304799079895 (1.6699226726764027) | > amp_scaler: 256.0 (257.51928783382783) | > loss_1: 29.087936401367188 (27.35700262052723) | > grad_norm_1: tensor(467.7335, device='cuda:0') (tensor(378.2845, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8858 (0.8514073496402547) | > loader_time: 0.01 (0.010580952867909776)  --> TIME: 2025-05-11 08:37:43 -- STEP: 387/725 -- GLOBAL_STEP: 321750 | > loss_disc: 2.2664237022399902 (2.2142118668371373) | > loss_disc_real_0: 0.10166163742542267 (0.1372630742477199) | > loss_disc_real_1: 0.19997800886631012 (0.19166959591152133) | > loss_disc_real_2: 0.18825358152389526 (0.18897996792805588) | > loss_disc_real_3: 0.2293030023574829 (0.2058063925313703) | > loss_disc_real_4: 0.1885407567024231 (0.19627014919152863) | > loss_disc_real_5: 0.22687871754169464 (0.20882083475589755) | > loss_0: 2.2664237022399902 (2.2142118668371373) | > grad_norm_0: tensor(24.7374, device='cuda:0') (tensor(21.2589, device='cuda:0')) | > loss_gen: 2.584277629852295 (2.7571042809991573) | > loss_kl: 1.739791989326477 (1.7234519067044713) | > loss_feat: 7.87052583694458 (8.22228454742629) | > loss_mel: 12.678565979003906 (12.981157670033383) | > loss_duration: 1.7382488250732422 (1.6696041058508302) | > amp_scaler: 256.0 (257.32299741602077) | > loss_1: 26.61141014099121 (27.35360253996935) | > grad_norm_1: tensor(543.5551, device='cuda:0') (tensor(380.8130, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8421 (0.8507002552042326) | > loader_time: 0.012 (0.010636279749315834)  --> TIME: 2025-05-11 08:38:26 -- STEP: 437/725 -- GLOBAL_STEP: 321800 | > loss_disc: 2.1114284992218018 (2.2119674598052246) | > loss_disc_real_0: 0.09958131611347198 (0.13679356765624295) | > loss_disc_real_1: 0.15338902175426483 (0.1915855754840292) | > loss_disc_real_2: 0.18327754735946655 (0.18905963982270013) | > loss_disc_real_3: 0.20033158361911774 (0.20570196351142989) | > loss_disc_real_4: 0.1794833391904831 (0.1959057788213276) | > loss_disc_real_5: 0.21708901226520538 (0.2086098753683082) | > loss_0: 2.1114284992218018 (2.2119674598052246) | > grad_norm_0: tensor(14.9036, device='cuda:0') (tensor(21.1140, device='cuda:0')) | > loss_gen: 3.0442280769348145 (2.7582584747733465) | > loss_kl: 1.6149080991744995 (1.7228642025583123) | > loss_feat: 9.266433715820312 (8.2282990350876) | > loss_mel: 14.187756538391113 (12.996041609984518) | > loss_duration: 1.6320221424102783 (1.6692484000727563) | > amp_scaler: 256.0 (257.17162471395886) | > loss_1: 29.745349884033203 (27.374711754665768) | > grad_norm_1: tensor(387.3323, device='cuda:0') (tensor(383.8942, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.888 (0.8502799962696275) | > loader_time: 0.0149 (0.010630826928250027)  --> TIME: 2025-05-11 08:39:09 -- STEP: 487/725 -- GLOBAL_STEP: 321850 | > loss_disc: 2.248105049133301 (2.212184706507768) | > loss_disc_real_0: 0.14374719560146332 (0.13711738753184144) | > loss_disc_real_1: 0.2016509622335434 (0.1914923177913474) | > loss_disc_real_2: 0.20495052635669708 (0.189051824459305) | > loss_disc_real_3: 0.2142445594072342 (0.2057629844491242) | > loss_disc_real_4: 0.1998678296804428 (0.19585157759502927) | > loss_disc_real_5: 0.18475548923015594 (0.20862083522568495) | > loss_0: 2.248105049133301 (2.212184706507768) | > grad_norm_0: tensor(15.8153, device='cuda:0') (tensor(21.0852, device='cuda:0')) | > loss_gen: 2.6841025352478027 (2.754436850792574) | > loss_kl: 1.7640912532806396 (1.7204795456520097) | > loss_feat: 7.600977897644043 (8.21068027230014) | > loss_mel: 12.15199089050293 (12.971948081218246) | > loss_duration: 1.6544654369354248 (1.669762750915433) | > amp_scaler: 256.0 (257.0513347022586) | > loss_1: 25.855627059936523 (27.32730752682539) | > grad_norm_1: tensor(297.0179, device='cuda:0') (tensor(384.1172, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.7991 (0.849913363584013) | > loader_time: 0.0096 (0.010595508669436097)  --> TIME: 2025-05-11 08:39:52 -- STEP: 537/725 -- GLOBAL_STEP: 321900 | > loss_disc: 2.2959988117218018 (2.2109011140837582) | > loss_disc_real_0: 0.13507187366485596 (0.1373898012206318) | > loss_disc_real_1: 0.2005201131105423 (0.1912650315843703) | > loss_disc_real_2: 0.1959255337715149 (0.18868897186533248) | > loss_disc_real_3: 0.23401454091072083 (0.20576047605975378) | > loss_disc_real_4: 0.1995687186717987 (0.19576796561868054) | > loss_disc_real_5: 0.22924304008483887 (0.2085678847142438) | > loss_0: 2.2959988117218018 (2.2109011140837582) | > grad_norm_0: tensor(12.3656, device='cuda:0') (tensor(21.1414, device='cuda:0')) | > loss_gen: 2.6103575229644775 (2.757075163239208) | > loss_kl: 1.4604586362838745 (1.7227361526347182) | > loss_feat: 7.297404766082764 (8.22084878410041) | > loss_mel: 12.196239471435547 (12.9791739089085) | > loss_duration: 1.6934053897857666 (1.6705262969548027) | > amp_scaler: 256.0 (256.9534450651767) | > loss_1: 25.257863998413086 (27.350360337582377) | > grad_norm_1: tensor(189.0154, device='cuda:0') (tensor(384.2645, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8543 (0.8494323347755872) | > loader_time: 0.0094 (0.010531540023547973)  --> TIME: 2025-05-11 08:40:35 -- STEP: 587/725 -- GLOBAL_STEP: 321950 | > loss_disc: 2.3734679222106934 (2.208672495270102) | > loss_disc_real_0: 0.1359347105026245 (0.13712099478841833) | > loss_disc_real_1: 0.22542358934879303 (0.19122268160522687) | > loss_disc_real_2: 0.2515862286090851 (0.18861088128776327) | > loss_disc_real_3: 0.18883416056632996 (0.2054569538194033) | > loss_disc_real_4: 0.22850149869918823 (0.19573454959936812) | > loss_disc_real_5: 0.1993316262960434 (0.20854497824048265) | > loss_0: 2.3734679222106934 (2.208672495270102) | > grad_norm_0: tensor(21.5917, device='cuda:0') (tensor(21.2116, device='cuda:0')) | > loss_gen: 2.589958906173706 (2.761243945695269) | > loss_kl: 1.7297900915145874 (1.722916758446311) | > loss_feat: 6.834856986999512 (8.231263501883769) | > loss_mel: 10.66363525390625 (12.978825785232358) | > loss_duration: 1.6521131992340088 (1.6700154352025642) | > amp_scaler: 256.0 (256.8722316865414) | > loss_1: 23.470354080200195 (27.3642654581411) | > grad_norm_1: tensor(462.8059, device='cuda:0') (tensor(387.8263, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8483 (0.8488420367850151) | > loader_time: 0.0095 (0.010512260196562309)  --> TIME: 2025-05-11 08:41:18 -- STEP: 637/725 -- GLOBAL_STEP: 322000 | > loss_disc: 2.1874475479125977 (2.2083372648694257) | > loss_disc_real_0: 0.12205057591199875 (0.13764029475779874) | > loss_disc_real_1: 0.15299849212169647 (0.1911256488301503) | > loss_disc_real_2: 0.1735859513282776 (0.1884750618103723) | > loss_disc_real_3: 0.21571871638298035 (0.20560966808717324) | > loss_disc_real_4: 0.1860561966896057 (0.19559339428060293) | > loss_disc_real_5: 0.2130267322063446 (0.20827667737961564) | > loss_0: 2.1874475479125977 (2.2083372648694257) | > grad_norm_0: tensor(26.6875, device='cuda:0') (tensor(21.3353, device='cuda:0')) | > loss_gen: 2.7093863487243652 (2.7637382436958933) | > loss_kl: 1.7306996583938599 (1.7216643486142713) | > loss_feat: 8.36489486694336 (8.235230210063218) | > loss_mel: 13.575958251953125 (12.993664229496302) | > loss_duration: 1.6498782634735107 (1.669779175117588) | > amp_scaler: 256.0 (256.80376766091024) | > loss_1: 28.03081703186035 (27.384076236742807) | > grad_norm_1: tensor(452.4989, device='cuda:0') (tensor(386.3185, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8426 (0.848493639677997) | > loader_time: 0.0091 (0.010475537840575203) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_322000.pth  --> TIME: 2025-05-11 08:42:04 -- STEP: 687/725 -- GLOBAL_STEP: 322050 | > loss_disc: 2.2273576259613037 (2.20707406799866) | > loss_disc_real_0: 0.14855289459228516 (0.1373718878826371) | > loss_disc_real_1: 0.2081940770149231 (0.1911728076495805) | > loss_disc_real_2: 0.1983792930841446 (0.18855822596053726) | > loss_disc_real_3: 0.19711269438266754 (0.20549016102085638) | > loss_disc_real_4: 0.2091919481754303 (0.1952920365845447) | > loss_disc_real_5: 0.19160884618759155 (0.20833801379457137) | > loss_0: 2.2273576259613037 (2.20707406799866) | > grad_norm_0: tensor(33.5954, device='cuda:0') (tensor(21.3859, device='cuda:0')) | > loss_gen: 2.7965292930603027 (2.7646127614739013) | > loss_kl: 1.8022640943527222 (1.722756955647919) | > loss_feat: 8.15971851348877 (8.241409026899706) | > loss_mel: 12.127822875976562 (12.994706410681484) | > loss_duration: 1.6868703365325928 (1.6699095714560759) | > amp_scaler: 256.0 (256.745269286754) | > loss_1: 26.573205947875977 (27.393394770060034) | > grad_norm_1: tensor(614.4358, device='cuda:0') (tensor(390.4239, device='cuda:0')) | > current_lr_0: 0.0001907215283739563 | > current_lr_1: 0.0001907215283739563 | > step_time: 0.8695 (0.8477307525090602) | > loader_time: 0.0102 (0.010437410124177654)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.489851951599121 (2.489851951599121) | > loss_disc_real_0: 0.13462373614311218 (0.13462373614311218) | > loss_disc_real_1: 0.17819921672344208 (0.17819921672344208) | > loss_disc_real_2: 0.3283287286758423 (0.3283287286758423) | > loss_disc_real_3: 0.2151230126619339 (0.2151230126619339) | > loss_disc_real_4: 0.272836297750473 (0.272836297750473) | > loss_disc_real_5: 0.2583935260772705 (0.2583935260772705) | > loss_0: 2.489851951599121 (2.489851951599121) | > loss_gen: 2.506849527359009 (2.506849527359009) | > loss_kl: 2.077681064605713 (2.077681064605713) | > loss_feat: 6.630578517913818 (6.630578517913818) | > loss_mel: 12.288987159729004 (12.288987159729004) | > loss_duration: 1.7116105556488037 (1.7116105556488037) | > loss_1: 25.21570587158203 (25.21570587158203)  --> STEP: 1 | > loss_disc: 2.3928306102752686 (2.3928306102752686) | > loss_disc_real_0: 0.13966214656829834 (0.13966214656829834) | > loss_disc_real_1: 0.16691331565380096 (0.16691331565380096) | > loss_disc_real_2: 0.2858743667602539 (0.2858743667602539) | > loss_disc_real_3: 0.20735850930213928 (0.20735850930213928) | > loss_disc_real_4: 0.26699039340019226 (0.26699039340019226) | > loss_disc_real_5: 0.2375161498785019 (0.2375161498785019) | > loss_0: 2.3928306102752686 (2.3928306102752686) | > loss_gen: 2.5874438285827637 (2.5874438285827637) | > loss_kl: 2.2601494789123535 (2.2601494789123535) | > loss_feat: 7.728831768035889 (7.728831768035889) | > loss_mel: 13.20429515838623 (13.20429515838623) | > loss_duration: 1.8412261009216309 (1.8412261009216309) | > loss_1: 27.621946334838867 (27.621946334838867)  --> STEP: 2 | > loss_disc: 2.2409167289733887 (2.3168736696243286) | > loss_disc_real_0: 0.1106301099061966 (0.12514612823724747) | > loss_disc_real_1: 0.15716774761676788 (0.16204053163528442) | > loss_disc_real_2: 0.29088106751441956 (0.28837771713733673) | > loss_disc_real_3: 0.21403425931930542 (0.21069638431072235) | > loss_disc_real_4: 0.2680319845676422 (0.26751118898391724) | > loss_disc_real_5: 0.2304743528366089 (0.2339952513575554) | > loss_0: 2.2409167289733887 (2.3168736696243286) | > loss_gen: 2.8348631858825684 (2.711153507232666) | > loss_kl: 2.0291173458099365 (2.144633412361145) | > loss_feat: 9.007823944091797 (8.368327856063843) | > loss_mel: 15.259175300598145 (14.231735229492188) | > loss_duration: 1.8636603355407715 (1.8524432182312012) | > loss_1: 30.994640350341797 (29.308293342590332)  --> STEP: 3 | > loss_disc: 2.3129518032073975 (2.315566380818685) | > loss_disc_real_0: 0.1276591420173645 (0.12598379949728647) | > loss_disc_real_1: 0.17471888661384583 (0.16626664996147156) | > loss_disc_real_2: 0.2912783920764923 (0.2893446087837219) | > loss_disc_real_3: 0.21678850054740906 (0.21272708972295126) | > loss_disc_real_4: 0.25678113102912903 (0.26393450299898785) | > loss_disc_real_5: 0.24093961715698242 (0.2363100399573644) | > loss_0: 2.3129518032073975 (2.315566380818685) | > loss_gen: 2.7241809368133545 (2.715495983759562) | > loss_kl: 1.9646790027618408 (2.084648609161377) | > loss_feat: 8.288505554199219 (8.341720422108969) | > loss_mel: 13.521927833557129 (13.995132764180502) | > loss_duration: 1.8382304906845093 (1.847705642382304) | > loss_1: 28.337522506713867 (28.984703063964844)  --> STEP: 4 | > loss_disc: 2.377352237701416 (2.3310128450393677) | > loss_disc_real_0: 0.12483549863100052 (0.125696724280715) | > loss_disc_real_1: 0.1825137734413147 (0.17032843083143234) | > loss_disc_real_2: 0.27794766426086426 (0.2864953726530075) | > loss_disc_real_3: 0.22592297196388245 (0.21602606028318405) | > loss_disc_real_4: 0.27818912267684937 (0.2674981579184532) | > loss_disc_real_5: 0.24994491040706635 (0.2397187575697899) | > loss_0: 2.377352237701416 (2.3310128450393677) | > loss_gen: 2.6334547996520996 (2.6949856877326965) | > loss_kl: 1.9622052907943726 (2.054037779569626) | > loss_feat: 8.00861930847168 (8.258445143699646) | > loss_mel: 14.12227725982666 (14.026918888092041) | > loss_duration: 1.76006281375885 (1.8257949352264404) | > loss_1: 28.48661994934082 (28.860182285308838) --> EVAL PERFORMANCE | > avg_loader_time: 0.281045138835907 (+0.0006690025329589844) | > avg_loss_disc: 2.3310128450393677 (-0.0033836960792541504) | > avg_loss_disc_real_0: 0.125696724280715 (-0.10243629477918148) | > avg_loss_disc_real_1: 0.17032843083143234 (-0.003941725939512253) | > avg_loss_disc_real_2: 0.2864953726530075 (+0.1284993179142475) | > avg_loss_disc_real_3: 0.21602606028318405 (+0.0003829747438430786) | > avg_loss_disc_real_4: 0.2674981579184532 (+0.00790904089808464) | > avg_loss_disc_real_5: 0.2397187575697899 (+0.0028549879789352417) | > avg_loss_0: 2.3310128450393677 (-0.0033836960792541504) | > avg_loss_gen: 2.6949856877326965 (-0.11458587646484375) | > avg_loss_kl: 2.054037779569626 (+0.15832659602165222) | > avg_loss_feat: 8.258445143699646 (+0.0544123649597168) | > avg_loss_mel: 14.026918888092041 (+0.07455205917358398) | > avg_loss_duration: 1.8257949352264404 (-0.011660218238830566) | > avg_loss_1: 28.860182285308838 (+0.16104507446289062)  > EPOCH: 381/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 08:42:42)   --> TIME: 2025-05-11 08:42:55 -- STEP: 12/725 -- GLOBAL_STEP: 322100 | > loss_disc: 2.1087026596069336 (2.219443639119466) | > loss_disc_real_0: 0.1019771471619606 (0.13873662861684957) | > loss_disc_real_1: 0.1845182478427887 (0.1929892636835575) | > loss_disc_real_2: 0.19680814445018768 (0.19255105157693228) | > loss_disc_real_3: 0.2040158361196518 (0.20599898571769396) | > loss_disc_real_4: 0.1721598356962204 (0.18860297153393427) | > loss_disc_real_5: 0.20233139395713806 (0.20642279833555222) | > loss_0: 2.1087026596069336 (2.219443639119466) | > grad_norm_0: tensor(29.3993, device='cuda:0') (tensor(21.9388, device='cuda:0')) | > loss_gen: 2.922948122024536 (2.763075570265452) | > loss_kl: 1.8572492599487305 (1.7901044686635335) | > loss_feat: 10.013630867004395 (8.1962601741155) | > loss_mel: 15.047017097473145 (13.06436292330424) | > loss_duration: 1.6952385902404785 (1.6724457542101543) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.536083221435547 (27.486249287923176) | > grad_norm_1: tensor(147.0890, device='cuda:0') (tensor(408.3138, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8487 (0.8369112412134806) | > loader_time: 0.0093 (0.010045647621154787)  --> TIME: 2025-05-11 08:43:38 -- STEP: 62/725 -- GLOBAL_STEP: 322150 | > loss_disc: 2.1728620529174805 (2.191965037776578) | > loss_disc_real_0: 0.11831671744585037 (0.1344250952524523) | > loss_disc_real_1: 0.17162993550300598 (0.1905956518265509) | > loss_disc_real_2: 0.16396290063858032 (0.18733761964305753) | > loss_disc_real_3: 0.19558624923229218 (0.2043452313350093) | > loss_disc_real_4: 0.17607949674129486 (0.1957536243623303) | > loss_disc_real_5: 0.19360390305519104 (0.2050711796168358) | > loss_0: 2.1728620529174805 (2.191965037776578) | > grad_norm_0: tensor(28.6748, device='cuda:0') (tensor(22.1056, device='cuda:0')) | > loss_gen: 2.6559972763061523 (2.7846647424082596) | > loss_kl: 1.7074017524719238 (1.7226575786067593) | > loss_feat: 8.919137001037598 (8.37980644933639) | > loss_mel: 13.344375610351562 (13.213082559647098) | > loss_duration: 1.7061749696731567 (1.6655753274117746) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.333086013793945 (27.765786509360037) | > grad_norm_1: tensor(574.5839, device='cuda:0') (tensor(423.9604, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.858 (0.8502435415021835) | > loader_time: 0.0097 (0.010107144232719177)  --> TIME: 2025-05-11 08:44:21 -- STEP: 112/725 -- GLOBAL_STEP: 322200 | > loss_disc: 2.202885627746582 (2.196718686393328) | > loss_disc_real_0: 0.14005115628242493 (0.13570108430992275) | > loss_disc_real_1: 0.22131964564323425 (0.19067139737308028) | > loss_disc_real_2: 0.1639341562986374 (0.18914499639400414) | > loss_disc_real_3: 0.20422743260860443 (0.2031552788934538) | > loss_disc_real_4: 0.15770310163497925 (0.195429939776659) | > loss_disc_real_5: 0.22446884214878082 (0.20590068120509386) | > loss_0: 2.202885627746582 (2.196718686393328) | > grad_norm_0: tensor(8.1001, device='cuda:0') (tensor(20.7646, device='cuda:0')) | > loss_gen: 2.7453413009643555 (2.7729840768235072) | > loss_kl: 1.5494624376296997 (1.7000884477581297) | > loss_feat: 8.168126106262207 (8.296157304729734) | > loss_mel: 12.620222091674805 (13.137388774326869) | > loss_duration: 1.678317904472351 (1.6692812336342675) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.761470794677734 (27.575899720191956) | > grad_norm_1: tensor(396.7297, device='cuda:0') (tensor(401.2596, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8313 (0.8511982943330493) | > loader_time: 0.0093 (0.010194533637591773)  --> TIME: 2025-05-11 08:45:04 -- STEP: 162/725 -- GLOBAL_STEP: 322250 | > loss_disc: 2.1481597423553467 (2.1981698892734656) | > loss_disc_real_0: 0.16217337548732758 (0.13682247408562231) | > loss_disc_real_1: 0.18676815927028656 (0.19018833835919696) | > loss_disc_real_2: 0.18096548318862915 (0.18831693307485114) | > loss_disc_real_3: 0.2114909291267395 (0.20357332884529494) | > loss_disc_real_4: 0.20227928459644318 (0.19615188158220712) | > loss_disc_real_5: 0.21249717473983765 (0.20583603724285407) | > loss_0: 2.1481597423553467 (2.1981698892734656) | > grad_norm_0: tensor(24.2634, device='cuda:0') (tensor(21.3475, device='cuda:0')) | > loss_gen: 2.9840264320373535 (2.7782535273351785) | > loss_kl: 1.711461067199707 (1.7013617834927124) | > loss_feat: 9.141195297241211 (8.343231872276029) | > loss_mel: 14.729979515075684 (13.160847657992516) | > loss_duration: 1.6209137439727783 (1.6704897549417284) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.187576293945312 (27.65418448271575) | > grad_norm_1: tensor(587.7994, device='cuda:0') (tensor(411.7885, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8375 (0.8491424793078576) | > loader_time: 0.0095 (0.010026504964004332)  --> TIME: 2025-05-11 08:45:48 -- STEP: 212/725 -- GLOBAL_STEP: 322300 | > loss_disc: 2.2331137657165527 (2.1957483055456626) | > loss_disc_real_0: 0.17125174403190613 (0.13536665549958646) | > loss_disc_real_1: 0.18569761514663696 (0.19018006191219924) | > loss_disc_real_2: 0.19955125451087952 (0.18786720221616188) | > loss_disc_real_3: 0.21931962668895721 (0.20375198111781537) | > loss_disc_real_4: 0.2208692580461502 (0.19617308880079465) | > loss_disc_real_5: 0.20987719297409058 (0.20661179777586236) | > loss_0: 2.2331137657165527 (2.1957483055456626) | > grad_norm_0: tensor(25.6882, device='cuda:0') (tensor(20.8424, device='cuda:0')) | > loss_gen: 2.686718225479126 (2.7737795935486846) | > loss_kl: 1.6805555820465088 (1.713987167713777) | > loss_feat: 7.980415344238281 (8.350845807003534) | > loss_mel: 12.59917163848877 (13.138909906711218) | > loss_duration: 1.6884292364120483 (1.6699639907423056) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.635290145874023 (27.647486434792572) | > grad_norm_1: tensor(527.8932, device='cuda:0') (tensor(401.4303, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.838 (0.8527414112720849) | > loader_time: 0.0097 (0.010022589620554226)  --> TIME: 2025-05-11 08:46:31 -- STEP: 262/725 -- GLOBAL_STEP: 322350 | > loss_disc: 2.3235902786254883 (2.2011076612326925) | > loss_disc_real_0: 0.15570074319839478 (0.13670603928106426) | > loss_disc_real_1: 0.192101389169693 (0.18993953621114484) | > loss_disc_real_2: 0.1866491585969925 (0.18790474130224635) | > loss_disc_real_3: 0.24160617589950562 (0.20414806549785705) | > loss_disc_real_4: 0.1945767104625702 (0.1962075583238638) | > loss_disc_real_5: 0.22620032727718353 (0.2075281314949953) | > loss_0: 2.3235902786254883 (2.2011076612326925) | > grad_norm_0: tensor(14.7913, device='cuda:0') (tensor(21.3089, device='cuda:0')) | > loss_gen: 2.468965530395508 (2.7625826961211577) | > loss_kl: 1.8491170406341553 (1.7136974630465034) | > loss_feat: 6.2978081703186035 (8.290194482293755) | > loss_mel: 10.394278526306152 (13.055388563461886) | > loss_duration: 1.673905611038208 (1.6704162477536966) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.68407440185547 (27.492279409452244) | > grad_norm_1: tensor(399.1088, device='cuda:0') (tensor(404.4986, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8797 (0.8497706014691419) | > loader_time: 0.0105 (0.009956618301741042)  --> TIME: 2025-05-11 08:47:13 -- STEP: 312/725 -- GLOBAL_STEP: 322400 | > loss_disc: 2.2342910766601562 (2.2025382629571806) | > loss_disc_real_0: 0.1484006941318512 (0.13727385643869633) | > loss_disc_real_1: 0.1663769632577896 (0.18980183409383664) | > loss_disc_real_2: 0.17206785082817078 (0.18787896384795494) | > loss_disc_real_3: 0.21260103583335876 (0.20438285759435246) | > loss_disc_real_4: 0.19033750891685486 (0.19596819469752982) | > loss_disc_real_5: 0.24869796633720398 (0.20799991383384436) | > loss_0: 2.2342910766601562 (2.2025382629571806) | > grad_norm_0: tensor(34.8144, device='cuda:0') (tensor(21.3222, device='cuda:0')) | > loss_gen: 2.5678741931915283 (2.7607433115824676) | > loss_kl: 1.7942343950271606 (1.7130231964282496) | > loss_feat: 7.282540798187256 (8.272733882451677) | > loss_mel: 12.124069213867188 (13.023758640656103) | > loss_duration: 1.6617406606674194 (1.6695597928303938) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.43045997619629 (27.439818834647156) | > grad_norm_1: tensor(437.1985, device='cuda:0') (tensor(401.8728, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8251 (0.8478222053784591) | > loader_time: 0.0094 (0.009957959254582725)  --> TIME: 2025-05-11 08:47:56 -- STEP: 362/725 -- GLOBAL_STEP: 322450 | > loss_disc: 2.0630316734313965 (2.2025662518996563) | > loss_disc_real_0: 0.10671239346265793 (0.13675649124532105) | > loss_disc_real_1: 0.1781247854232788 (0.19008998124145013) | > loss_disc_real_2: 0.21015827357769012 (0.18804783188835683) | > loss_disc_real_3: 0.19975753128528595 (0.2039502645477405) | > loss_disc_real_4: 0.17824670672416687 (0.19581247154026402) | > loss_disc_real_5: 0.19219501316547394 (0.2084487311912505) | > loss_0: 2.0630316734313965 (2.2025662518996563) | > grad_norm_0: tensor(20.3078, device='cuda:0') (tensor(21.0321, device='cuda:0')) | > loss_gen: 2.9892730712890625 (2.75723896369091) | > loss_kl: 1.8471124172210693 (1.7164418723701769) | > loss_feat: 9.25245189666748 (8.268300696631172) | > loss_mel: 13.696784973144531 (13.020779799361256) | > loss_duration: 1.5946106910705566 (1.6681142047623903) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.380231857299805 (27.430875525290137) | > grad_norm_1: tensor(566.6534, device='cuda:0') (tensor(394.1968, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.83 (0.8461492114304179) | > loader_time: 0.0098 (0.009919945047705214)  --> TIME: 2025-05-11 08:48:39 -- STEP: 412/725 -- GLOBAL_STEP: 322500 | > loss_disc: 2.293102502822876 (2.2062475001349053) | > loss_disc_real_0: 0.09000618010759354 (0.13753988794548416) | > loss_disc_real_1: 0.1828668713569641 (0.19031202970343886) | > loss_disc_real_2: 0.17223086953163147 (0.1884262244244223) | > loss_disc_real_3: 0.20339272916316986 (0.20443447733533032) | > loss_disc_real_4: 0.2158125787973404 (0.1958316627492025) | > loss_disc_real_5: 0.21882492303848267 (0.208405746020449) | > loss_0: 2.293102502822876 (2.2062475001349053) | > grad_norm_0: tensor(27.7630, device='cuda:0') (tensor(21.1114, device='cuda:0')) | > loss_gen: 2.557305097579956 (2.7563994729403154) | > loss_kl: 1.7254397869110107 (1.7192743403240311) | > loss_feat: 7.400359153747559 (8.241321577609169) | > loss_mel: 12.739262580871582 (13.005354152142424) | > loss_duration: 1.6937181949615479 (1.6685262322425842) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.116085052490234 (27.390875756161883) | > grad_norm_1: tensor(482.4587, device='cuda:0') (tensor(393.8254, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8514 (0.8455152841447626) | > loader_time: 0.0104 (0.009935126142594423)  --> TIME: 2025-05-11 08:49:21 -- STEP: 462/725 -- GLOBAL_STEP: 322550 | > loss_disc: 2.1871414184570312 (2.207097648284137) | > loss_disc_real_0: 0.10435490310192108 (0.13741516808926788) | > loss_disc_real_1: 0.19906523823738098 (0.19024777454344224) | > loss_disc_real_2: 0.20187196135520935 (0.18853728018410787) | > loss_disc_real_3: 0.19900892674922943 (0.20456972308618163) | > loss_disc_real_4: 0.2130579948425293 (0.1956247738300464) | > loss_disc_real_5: 0.25262752175331116 (0.20904882332850327) | > loss_0: 2.1871414184570312 (2.207097648284137) | > grad_norm_0: tensor(10.3702, device='cuda:0') (tensor(20.9319, device='cuda:0')) | > loss_gen: 2.772735834121704 (2.7551191833628206) | > loss_kl: 1.8059108257293701 (1.719095533286338) | > loss_feat: 7.664708137512207 (8.239690200590992) | > loss_mel: 12.606609344482422 (12.989538840917282) | > loss_duration: 1.6951470375061035 (1.6683858976219639) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.54511070251465 (27.371829639781605) | > grad_norm_1: tensor(252.9273, device='cuda:0') (tensor(392.5169, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.7852 (0.844389441209438) | > loader_time: 0.0096 (0.0099319296997863)  --> TIME: 2025-05-11 08:50:04 -- STEP: 512/725 -- GLOBAL_STEP: 322600 | > loss_disc: 2.1327576637268066 (2.2057561164256194) | > loss_disc_real_0: 0.13787449896335602 (0.13735417439602304) | > loss_disc_real_1: 0.20056134462356567 (0.189893220202066) | > loss_disc_real_2: 0.1859448105096817 (0.18824561039218674) | > loss_disc_real_3: 0.19543859362602234 (0.20477426025900056) | > loss_disc_real_4: 0.1763761192560196 (0.19551375281298533) | > loss_disc_real_5: 0.1931997835636139 (0.20882802215055563) | > loss_0: 2.1327576637268066 (2.2057561164256194) | > grad_norm_0: tensor(18.3170, device='cuda:0') (tensor(21.0885, device='cuda:0')) | > loss_gen: 2.8993947505950928 (2.7591573148965836) | > loss_kl: 1.7121682167053223 (1.7201628705952314) | > loss_feat: 8.939544677734375 (8.258103905245672) | > loss_mel: 13.288778305053711 (13.005374914035201) | > loss_duration: 1.621272087097168 (1.6690087371971458) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.461158752441406 (27.411807734519243) | > grad_norm_1: tensor(410.9621, device='cuda:0') (tensor(393.9482, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8393 (0.8436157759279013) | > loader_time: 0.0106 (0.009934749919921161)  --> TIME: 2025-05-11 08:50:46 -- STEP: 562/725 -- GLOBAL_STEP: 322650 | > loss_disc: 2.0606207847595215 (2.2034905754374456) | > loss_disc_real_0: 0.13310140371322632 (0.13702154823734652) | > loss_disc_real_1: 0.17962950468063354 (0.189649411712465) | > loss_disc_real_2: 0.18343135714530945 (0.18829318828005803) | > loss_disc_real_3: 0.18650811910629272 (0.2047882368290977) | > loss_disc_real_4: 0.19195587933063507 (0.19549484442243367) | > loss_disc_real_5: 0.19025716185569763 (0.2084387977776578) | > loss_0: 2.0606207847595215 (2.2034905754374456) | > grad_norm_0: tensor(27.9076, device='cuda:0') (tensor(21.6770, device='cuda:0')) | > loss_gen: 2.9451305866241455 (2.7678722215292715) | > loss_kl: 1.8161133527755737 (1.7181842974072248) | > loss_feat: 9.77669620513916 (8.28900731500783) | > loss_mel: 13.45976448059082 (13.039665861910349) | > loss_duration: 1.6340998411178589 (1.669057670225028) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.631805419921875 (27.483787370322005) | > grad_norm_1: tensor(586.1489, device='cuda:0') (tensor(400.0553, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.8849 (0.8427251691920055) | > loader_time: 0.0107 (0.009943570954943894)  --> TIME: 2025-05-11 08:51:29 -- STEP: 612/725 -- GLOBAL_STEP: 322700 | > loss_disc: 2.3199479579925537 (2.2032910488010238) | > loss_disc_real_0: 0.12762507796287537 (0.13681347183639686) | > loss_disc_real_1: 0.2173469513654709 (0.18984267539253438) | > loss_disc_real_2: 0.19396905601024628 (0.18813287544679005) | > loss_disc_real_3: 0.24440094828605652 (0.20488136785190103) | > loss_disc_real_4: 0.21227344870567322 (0.19547477393758053) | > loss_disc_real_5: 0.2078608274459839 (0.2081479565575233) | > loss_0: 2.3199479579925537 (2.2032910488010238) | > grad_norm_0: tensor(18.6238, device='cuda:0') (tensor(21.7161, device='cuda:0')) | > loss_gen: 2.7029569149017334 (2.767140021121579) | > loss_kl: 1.744825005531311 (1.72059142920706) | > loss_feat: 6.986081600189209 (8.279986746950103) | > loss_mel: 11.468367576599121 (13.028565375633493) | > loss_duration: 1.602264404296875 (1.6685781543161353) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.50449562072754 (27.464861735798955) | > grad_norm_1: tensor(501.2952, device='cuda:0') (tensor(404.2563, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.7997 (0.8422962045357898) | > loader_time: 0.009 (0.00994853139702791)  --> TIME: 2025-05-11 08:52:11 -- STEP: 662/725 -- GLOBAL_STEP: 322750 | > loss_disc: 2.383579969406128 (2.2025702403031073) | > loss_disc_real_0: 0.16058264672756195 (0.13679613204520977) | > loss_disc_real_1: 0.22219452261924744 (0.1900490004670586) | > loss_disc_real_2: 0.18949083983898163 (0.1883658399169537) | > loss_disc_real_3: 0.17577770352363586 (0.20466644487982447) | > loss_disc_real_4: 0.21633955836296082 (0.19538524528554552) | > loss_disc_real_5: 0.20122893154621124 (0.2077058967191648) | > loss_0: 2.383579969406128 (2.2025702403031073) | > grad_norm_0: tensor(6.9695, device='cuda:0') (tensor(21.8218, device='cuda:0')) | > loss_gen: 2.5258262157440186 (2.770594381493745) | > loss_kl: 1.8976197242736816 (1.7210330990145934) | > loss_feat: 6.437565803527832 (8.286368537885558) | > loss_mel: 11.680317878723145 (13.043900858599613) | > loss_duration: 1.661834716796875 (1.6689759251574374) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.203163146972656 (27.490872809533986) | > grad_norm_1: tensor(180.8990, device='cuda:0') (tensor(406.8434, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.861 (0.8415588241329366) | > loader_time: 0.01 (0.00993858291303283)  --> TIME: 2025-05-11 08:52:54 -- STEP: 712/725 -- GLOBAL_STEP: 322800 | > loss_disc: 2.007949113845825 (2.2027381527959626) | > loss_disc_real_0: 0.08487231284379959 (0.13668274763301844) | > loss_disc_real_1: 0.17706240713596344 (0.19004735287823057) | > loss_disc_real_2: 0.21800020337104797 (0.18863545416781047) | > loss_disc_real_3: 0.17702090740203857 (0.20460026200567755) | > loss_disc_real_4: 0.16801206767559052 (0.1955023857900935) | > loss_disc_real_5: 0.14460234344005585 (0.20776254769540242) | > loss_0: 2.007949113845825 (2.2027381527959626) | > grad_norm_0: tensor(18.8528, device='cuda:0') (tensor(21.6615, device='cuda:0')) | > loss_gen: 2.9644646644592285 (2.76960163069575) | > loss_kl: 1.7404364347457886 (1.7195690389764442) | > loss_feat: 8.842754364013672 (8.282126028886017) | > loss_mel: 15.003349304199219 (13.04372562317366) | > loss_duration: 1.6688666343688965 (1.668650165535091) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.219871520996094 (27.48367251171155) | > grad_norm_1: tensor(474.8109, device='cuda:0') (tensor(404.9716, device='cuda:0')) | > current_lr_0: 0.00019069768818290954 | > current_lr_1: 0.00019069768818290954 | > step_time: 0.805 (0.8413762286137999) | > loader_time: 0.0103 (0.009934571351897853)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.216675281524658 (2.216675281524658) | > loss_disc_real_0: 0.22988906502723694 (0.22988906502723694) | > loss_disc_real_1: 0.1664961576461792 (0.1664961576461792) | > loss_disc_real_2: 0.19378627836704254 (0.19378627836704254) | > loss_disc_real_3: 0.230534166097641 (0.230534166097641) | > loss_disc_real_4: 0.21868576109409332 (0.21868576109409332) | > loss_disc_real_5: 0.2190055251121521 (0.2190055251121521) | > loss_0: 2.216675281524658 (2.216675281524658) | > loss_gen: 3.0178864002227783 (3.0178864002227783) | > loss_kl: 2.1790404319763184 (2.1790404319763184) | > loss_feat: 9.303668022155762 (9.303668022155762) | > loss_mel: 14.327624320983887 (14.327624320983887) | > loss_duration: 1.716874599456787 (1.716874599456787) | > loss_1: 30.545095443725586 (30.545095443725586)  --> STEP: 1 | > loss_disc: 2.2310686111450195 (2.2310686111450195) | > loss_disc_real_0: 0.2518135607242584 (0.2518135607242584) | > loss_disc_real_1: 0.16222603619098663 (0.16222603619098663) | > loss_disc_real_2: 0.19708649814128876 (0.19708649814128876) | > loss_disc_real_3: 0.21368291974067688 (0.21368291974067688) | > loss_disc_real_4: 0.24428381025791168 (0.24428381025791168) | > loss_disc_real_5: 0.20621350407600403 (0.20621350407600403) | > loss_0: 2.2310686111450195 (2.2310686111450195) | > loss_gen: 3.0888028144836426 (3.0888028144836426) | > loss_kl: 2.3207297325134277 (2.3207297325134277) | > loss_feat: 9.108104705810547 (9.108104705810547) | > loss_mel: 15.334385871887207 (15.334385871887207) | > loss_duration: 1.8229893445968628 (1.8229893445968628) | > loss_1: 31.675012588500977 (31.675012588500977)  --> STEP: 2 | > loss_disc: 2.150836944580078 (2.190952777862549) | > loss_disc_real_0: 0.20223373174667358 (0.227023646235466) | > loss_disc_real_1: 0.16459506750106812 (0.16341055184602737) | > loss_disc_real_2: 0.17998084425926208 (0.18853367120027542) | > loss_disc_real_3: 0.21173503994941711 (0.212708979845047) | > loss_disc_real_4: 0.21797220408916473 (0.2311280071735382) | > loss_disc_real_5: 0.17256179451942444 (0.18938764929771423) | > loss_0: 2.150836944580078 (2.190952777862549) | > loss_gen: 2.9489846229553223 (3.0188937187194824) | > loss_kl: 2.086852788925171 (2.2037912607192993) | > loss_feat: 8.828507423400879 (8.968306064605713) | > loss_mel: 14.636846542358398 (14.985616207122803) | > loss_duration: 1.8555502891540527 (1.8392698168754578) | > loss_1: 30.35674285888672 (31.015877723693848)  --> STEP: 3 | > loss_disc: 2.33351469039917 (2.238473415374756) | > loss_disc_real_0: 0.20243166387081146 (0.21882631878058115) | > loss_disc_real_1: 0.18898677825927734 (0.17193596065044403) | > loss_disc_real_2: 0.20152629911899567 (0.19286454717318216) | > loss_disc_real_3: 0.23082685470581055 (0.2187482714653015) | > loss_disc_real_4: 0.2358957827091217 (0.23271726568539938) | > loss_disc_real_5: 0.22510994970798492 (0.20129508276780447) | > loss_0: 2.33351469039917 (2.238473415374756) | > loss_gen: 2.710468292236328 (2.9160852432250977) | > loss_kl: 1.894412636756897 (2.100665052731832) | > loss_feat: 7.36829137802124 (8.434967835744223) | > loss_mel: 13.521934509277344 (14.497722307840982) | > loss_duration: 1.838401436805725 (1.8389803568522136) | > loss_1: 27.333507537841797 (29.788420995076496)  --> STEP: 4 | > loss_disc: 2.3211021423339844 (2.259130597114563) | > loss_disc_real_0: 0.2606908082962036 (0.22929244115948677) | > loss_disc_real_1: 0.17496059834957123 (0.17269212007522583) | > loss_disc_real_2: 0.18893171846866608 (0.19188133999705315) | > loss_disc_real_3: 0.22498823702335358 (0.22030826285481453) | > loss_disc_real_4: 0.26230567693710327 (0.24011436849832535) | > loss_disc_real_5: 0.1896805614233017 (0.19839145243167877) | > loss_0: 2.3211021423339844 (2.259130597114563) | > loss_gen: 2.9180426597595215 (2.9165745973587036) | > loss_kl: 1.8831253051757812 (2.046280115842819) | > loss_feat: 9.374185562133789 (8.669772267341614) | > loss_mel: 14.784486770629883 (14.569413423538208) | > loss_duration: 1.7770925760269165 (1.8235084116458893) | > loss_1: 30.7369327545166 (30.025548934936523) --> EVAL PERFORMANCE | > avg_loader_time: 0.3058900833129883 (+0.0248449444770813) | > avg_loss_disc: 2.259130597114563 (-0.07188224792480469) | > avg_loss_disc_real_0: 0.22929244115948677 (+0.10359571687877178) | > avg_loss_disc_real_1: 0.17269212007522583 (+0.0023636892437934875) | > avg_loss_disc_real_2: 0.19188133999705315 (-0.09461403265595436) | > avg_loss_disc_real_3: 0.22030826285481453 (+0.004282202571630478) | > avg_loss_disc_real_4: 0.24011436849832535 (-0.02738378942012787) | > avg_loss_disc_real_5: 0.19839145243167877 (-0.041327305138111115) | > avg_loss_0: 2.259130597114563 (-0.07188224792480469) | > avg_loss_gen: 2.9165745973587036 (+0.22158890962600708) | > avg_loss_kl: 2.046280115842819 (-0.007757663726806641) | > avg_loss_feat: 8.669772267341614 (+0.4113271236419678) | > avg_loss_mel: 14.569413423538208 (+0.542494535446167) | > avg_loss_duration: 1.8235084116458893 (-0.0022865235805511475) | > avg_loss_1: 30.025548934936523 (+1.1653666496276855)  > EPOCH: 382/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 08:53:11)   --> TIME: 2025-05-11 08:53:45 -- STEP: 37/725 -- GLOBAL_STEP: 322850 | > loss_disc: 2.219900608062744 (2.1870059580416292) | > loss_disc_real_0: 0.11613867431879044 (0.1348114237189293) | > loss_disc_real_1: 0.16939285397529602 (0.19019980648079435) | > loss_disc_real_2: 0.19791914522647858 (0.18614416509061246) | > loss_disc_real_3: 0.19259479641914368 (0.20546559586718277) | > loss_disc_real_4: 0.18426884710788727 (0.19239606245143995) | > loss_disc_real_5: 0.19951148331165314 (0.20736626676610997) | > loss_0: 2.219900608062744 (2.1870059580416292) | > grad_norm_0: tensor(13.2392, device='cuda:0') (tensor(22.9185, device='cuda:0')) | > loss_gen: 2.797543525695801 (2.7809619645814636) | > loss_kl: 1.598907709121704 (1.783710647273708) | > loss_feat: 8.902322769165039 (8.473260222254572) | > loss_mel: 13.338560104370117 (13.266562796927786) | > loss_duration: 1.6541903018951416 (1.667329014958562) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.291522979736328 (27.97182459444613) | > grad_norm_1: tensor(346.7726, device='cuda:0') (tensor(400.4722, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8502 (0.8512817460137445) | > loader_time: 0.0101 (0.009789370201729439)  --> TIME: 2025-05-11 08:54:29 -- STEP: 87/725 -- GLOBAL_STEP: 322900 | > loss_disc: 2.2065367698669434 (2.1927348964515767) | > loss_disc_real_0: 0.11097019165754318 (0.13485980402121603) | > loss_disc_real_1: 0.17773982882499695 (0.1900570961250656) | > loss_disc_real_2: 0.16820313036441803 (0.18651288028421073) | > loss_disc_real_3: 0.18407993018627167 (0.20408971076724172) | > loss_disc_real_4: 0.18432007730007172 (0.19336740638332806) | > loss_disc_real_5: 0.19137154519557953 (0.20807557869916674) | > loss_0: 2.2065367698669434 (2.1927348964515767) | > grad_norm_0: tensor(12.8507, device='cuda:0') (tensor(20.8103, device='cuda:0')) | > loss_gen: 2.840954542160034 (2.7698947314558366) | > loss_kl: 1.7638310194015503 (1.7728937206597164) | > loss_feat: 8.143239974975586 (8.384366238254245) | > loss_mel: 13.512540817260742 (13.16076172357318) | > loss_duration: 1.6416547298431396 (1.6671460743608146) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.9022216796875 (27.75506256366598) | > grad_norm_1: tensor(115.7390, device='cuda:0') (tensor(373.1390, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8225 (0.8489586402629984) | > loader_time: 0.0093 (0.009875864818178376)  --> TIME: 2025-05-11 08:55:12 -- STEP: 137/725 -- GLOBAL_STEP: 322950 | > loss_disc: 2.0727415084838867 (2.1932972887136635) | > loss_disc_real_0: 0.09633839875459671 (0.13614115635626517) | > loss_disc_real_1: 0.20449797809123993 (0.18957419410674242) | > loss_disc_real_2: 0.19485343992710114 (0.18676451425047685) | > loss_disc_real_3: 0.22000372409820557 (0.2047165154758161) | > loss_disc_real_4: 0.1850157529115677 (0.19407926782639356) | > loss_disc_real_5: 0.19972027838230133 (0.20763196507944676) | > loss_0: 2.0727415084838867 (2.1932972887136635) | > grad_norm_0: tensor(21.4352, device='cuda:0') (tensor(21.1726, device='cuda:0')) | > loss_gen: 2.9066884517669678 (2.774762667008561) | > loss_kl: 1.7329221963882446 (1.7617906236300502) | > loss_feat: 9.721376419067383 (8.369198238762626) | > loss_mel: 14.532825469970703 (13.117468854806718) | > loss_duration: 1.6624584197998047 (1.6672593929471762) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.556272506713867 (27.690479793687807) | > grad_norm_1: tensor(522.9818, device='cuda:0') (tensor(385.9529, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8232 (0.8498950126397349) | > loader_time: 0.0089 (0.009946261009160616)  --> TIME: 2025-05-11 08:55:55 -- STEP: 187/725 -- GLOBAL_STEP: 323000 | > loss_disc: 2.2553131580352783 (2.196516059936687) | > loss_disc_real_0: 0.15692880749702454 (0.13600692479686932) | > loss_disc_real_1: 0.18218204379081726 (0.18979063375110936) | > loss_disc_real_2: 0.17277567088603973 (0.18683131333978417) | > loss_disc_real_3: 0.17768627405166626 (0.20447284317909079) | > loss_disc_real_4: 0.14740388095378876 (0.19436349787495352) | > loss_disc_real_5: 0.2256322205066681 (0.20830213314390442) | > loss_0: 2.2553131580352783 (2.196516059936687) | > grad_norm_0: tensor(20.1440, device='cuda:0') (tensor(20.7133, device='cuda:0')) | > loss_gen: 2.793776512145996 (2.766753686303126) | > loss_kl: 1.7051461935043335 (1.751624409527702) | > loss_feat: 8.269725799560547 (8.320583649497616) | > loss_mel: 12.992557525634766 (13.075638072375945) | > loss_duration: 1.6813690662384033 (1.66852137557963) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.442577362060547 (27.58312123344544) | > grad_norm_1: tensor(479.0198, device='cuda:0') (tensor(384.1646, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8601 (0.849784782226073) | > loader_time: 0.0101 (0.009965534516196833) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_323000.pth  --> TIME: 2025-05-11 08:56:41 -- STEP: 237/725 -- GLOBAL_STEP: 323050 | > loss_disc: 1.9299163818359375 (2.197977294901756) | > loss_disc_real_0: 0.08793224394321442 (0.13585326421361424) | > loss_disc_real_1: 0.22356319427490234 (0.19054177359438146) | > loss_disc_real_2: 0.16641831398010254 (0.18734459811625098) | > loss_disc_real_3: 0.2056213915348053 (0.2047144750502542) | > loss_disc_real_4: 0.16513042151927948 (0.19448063431409843) | > loss_disc_real_5: 0.16055406630039215 (0.2079020089112254) | > loss_0: 1.9299163818359375 (2.197977294901756) | > grad_norm_0: tensor(12.0242, device='cuda:0') (tensor(21.1168, device='cuda:0')) | > loss_gen: 3.1233928203582764 (2.773623314587881) | > loss_kl: 1.9301328659057617 (1.7517505713152985) | > loss_feat: 10.633625984191895 (8.339239384051622) | > loss_mel: 15.772128105163574 (13.112559805439494) | > loss_duration: 1.6510716676712036 (1.6688102765425348) | > amp_scaler: 256.0 (256.0) | > loss_1: 33.1103515625 (27.64598341833187) | > grad_norm_1: tensor(503.4073, device='cuda:0') (tensor(392.1808, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8061 (0.8509707551465256) | > loader_time: 0.0091 (0.009933868038000435)  --> TIME: 2025-05-11 08:57:24 -- STEP: 287/725 -- GLOBAL_STEP: 323100 | > loss_disc: 2.179307222366333 (2.202845339575712) | > loss_disc_real_0: 0.15806496143341064 (0.13684800451537035) | > loss_disc_real_1: 0.19353534281253815 (0.19052415577376758) | > loss_disc_real_2: 0.19377736747264862 (0.1884938850739277) | > loss_disc_real_3: 0.2110190987586975 (0.20501595231921832) | > loss_disc_real_4: 0.21913523972034454 (0.19458466591735332) | > loss_disc_real_5: 0.22534914314746857 (0.20788435155090973) | > loss_0: 2.179307222366333 (2.202845339575712) | > grad_norm_0: tensor(21.7551, device='cuda:0') (tensor(21.2730, device='cuda:0')) | > loss_gen: 2.854266881942749 (2.764847825213178) | > loss_kl: 1.667098879814148 (1.7396142607366578) | > loss_feat: 8.505677223205566 (8.28428137676226) | > loss_mel: 13.332612037658691 (13.064664136241953) | > loss_duration: 1.6834557056427002 (1.6693118827268223) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.04311180114746 (27.522719552708) | > grad_norm_1: tensor(77.8833, device='cuda:0') (tensor(391.5091, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8129 (0.8503065557845377) | > loader_time: 0.0096 (0.009897541916744218)  --> TIME: 2025-05-11 08:58:07 -- STEP: 337/725 -- GLOBAL_STEP: 323150 | > loss_disc: 2.1450839042663574 (2.2021220370640746) | > loss_disc_real_0: 0.1274283230304718 (0.13708579737018756) | > loss_disc_real_1: 0.18757730722427368 (0.190475843161433) | > loss_disc_real_2: 0.15904349088668823 (0.1880133989922017) | > loss_disc_real_3: 0.1979927271604538 (0.20478984209479492) | > loss_disc_real_4: 0.2041657418012619 (0.1946220328086207) | > loss_disc_real_5: 0.21438772976398468 (0.20808527355554904) | > loss_0: 2.1450839042663574 (2.2021220370640746) | > grad_norm_0: tensor(32.5753, device='cuda:0') (tensor(21.2979, device='cuda:0')) | > loss_gen: 2.8385872840881348 (2.7646474067110685) | > loss_kl: 1.7695281505584717 (1.7331927066740718) | > loss_feat: 9.029214859008789 (8.274170132702112) | > loss_mel: 13.439973831176758 (13.053945156516232) | > loss_duration: 1.6529045104980469 (1.6683451531548883) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.730207443237305 (27.494300559295745) | > grad_norm_1: tensor(551.9771, device='cuda:0') (tensor(391.7036, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8705 (0.8503520580710573) | > loader_time: 0.0103 (0.00990524773074187)  --> TIME: 2025-05-11 08:58:51 -- STEP: 387/725 -- GLOBAL_STEP: 323200 | > loss_disc: 2.2666778564453125 (2.199316565996609) | > loss_disc_real_0: 0.12924376130104065 (0.13627849981304282) | > loss_disc_real_1: 0.20556558668613434 (0.18999003617030402) | > loss_disc_real_2: 0.20113299787044525 (0.1879201907597155) | > loss_disc_real_3: 0.1965201199054718 (0.20488767091001958) | > loss_disc_real_4: 0.20225948095321655 (0.194625442919805) | > loss_disc_real_5: 0.17940452694892883 (0.20786718835510332) | > loss_0: 2.2666778564453125 (2.199316565996609) | > grad_norm_0: tensor(20.1636, device='cuda:0') (tensor(21.1859, device='cuda:0')) | > loss_gen: 2.5482912063598633 (2.767672829541741) | > loss_kl: 1.659993290901184 (1.7313078620329072) | > loss_feat: 7.909180164337158 (8.285551291719587) | > loss_mel: 12.519540786743164 (13.07012311063071) | > loss_duration: 1.737434983253479 (1.6686270575806768) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.374439239501953 (27.52328215705024) | > grad_norm_1: tensor(98.9310, device='cuda:0') (tensor(396.6487, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8638 (0.8514407186237108) | > loader_time: 0.0103 (0.009888129640919298)  --> TIME: 2025-05-11 08:59:34 -- STEP: 437/725 -- GLOBAL_STEP: 323250 | > loss_disc: 2.2086567878723145 (2.1988548866944124) | > loss_disc_real_0: 0.121355339884758 (0.13600866172624673) | > loss_disc_real_1: 0.18891674280166626 (0.19001214557436022) | > loss_disc_real_2: 0.18288376927375793 (0.18792240106813968) | > loss_disc_real_3: 0.22743171453475952 (0.20496057025082323) | > loss_disc_real_4: 0.2013436108827591 (0.19481931868897961) | > loss_disc_real_5: 0.19912102818489075 (0.20766096096698972) | > loss_0: 2.2086567878723145 (2.1988548866944124) | > grad_norm_0: tensor(20.4338, device='cuda:0') (tensor(21.1174, device='cuda:0')) | > loss_gen: 2.552044630050659 (2.767194448401235) | > loss_kl: 1.7101718187332153 (1.7321937998044952) | > loss_feat: 7.433476448059082 (8.278955142067014) | > loss_mel: 12.827275276184082 (13.064873725926025) | > loss_duration: 1.6429030895233154 (1.6685259623167443) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.165870666503906 (27.51174307415087) | > grad_norm_1: tensor(380.6955, device='cuda:0') (tensor(397.4246, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.9049 (0.8506565279491434) | > loader_time: 0.0097 (0.009850770985234524)  --> TIME: 2025-05-11 09:00:17 -- STEP: 487/725 -- GLOBAL_STEP: 323300 | > loss_disc: 2.3292438983917236 (2.20095289952946) | > loss_disc_real_0: 0.16277176141738892 (0.13607411109507703) | > loss_disc_real_1: 0.20774072408676147 (0.19004407910595686) | > loss_disc_real_2: 0.1803513467311859 (0.1881842164349507) | > loss_disc_real_3: 0.2284681349992752 (0.20498093809680037) | > loss_disc_real_4: 0.19670699536800385 (0.19495869579378824) | > loss_disc_real_5: 0.1896207630634308 (0.20782450777794056) | > loss_0: 2.3292438983917236 (2.20095289952946) | > grad_norm_0: tensor(13.1322, device='cuda:0') (tensor(20.9825, device='cuda:0')) | > loss_gen: 2.662656307220459 (2.7631110484105608) | > loss_kl: 1.6693615913391113 (1.7341996465620317) | > loss_feat: 7.000468730926514 (8.25375970531049) | > loss_mel: 11.001264572143555 (13.054769568864321) | > loss_duration: 1.6524460315704346 (1.6691881087771188) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.98619842529297 (27.4750281026476) | > grad_norm_1: tensor(403.0483, device='cuda:0') (tensor(397.3729, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8062 (0.8503794694583274) | > loader_time: 0.0091 (0.009828361887217061)  --> TIME: 2025-05-11 09:01:00 -- STEP: 537/725 -- GLOBAL_STEP: 323350 | > loss_disc: 2.2450685501098633 (2.2006738896254503) | > loss_disc_real_0: 0.09961367398500443 (0.13603597389641647) | > loss_disc_real_1: 0.16747596859931946 (0.18996873090054076) | > loss_disc_real_2: 0.20401671528816223 (0.188110516085749) | > loss_disc_real_3: 0.21078185737133026 (0.20498936904986256) | > loss_disc_real_4: 0.18208332359790802 (0.1952954306227312) | > loss_disc_real_5: 0.19044823944568634 (0.2079543764919764) | > loss_0: 2.2450685501098633 (2.2006738896254503) | > grad_norm_0: tensor(21.8252, device='cuda:0') (tensor(21.0528, device='cuda:0')) | > loss_gen: 2.6152589321136475 (2.7632353430131738) | > loss_kl: 1.7432039976119995 (1.7350774512832612) | > loss_feat: 8.042313575744629 (8.257339673779311) | > loss_mel: 11.884401321411133 (13.053217305373432) | > loss_duration: 1.693021297454834 (1.6697139773288918) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.978199005126953 (27.478583753219972) | > grad_norm_1: tensor(507.7097, device='cuda:0') (tensor(399.8396, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8492 (0.8500134900517525) | > loader_time: 0.0092 (0.009826922993864208)  --> TIME: 2025-05-11 09:01:43 -- STEP: 587/725 -- GLOBAL_STEP: 323400 | > loss_disc: 2.217017889022827 (2.2000763205084746) | > loss_disc_real_0: 0.1403615027666092 (0.13653155657410423) | > loss_disc_real_1: 0.2134511023759842 (0.18995176342012934) | > loss_disc_real_2: 0.18346118927001953 (0.1879518485455131) | > loss_disc_real_3: 0.22632908821105957 (0.20499369646763688) | > loss_disc_real_4: 0.19160857796669006 (0.19514023224478877) | > loss_disc_real_5: 0.20548705756664276 (0.20755774782910244) | > loss_0: 2.217017889022827 (2.2000763205084746) | > grad_norm_0: tensor(23.4588, device='cuda:0') (tensor(21.2125, device='cuda:0')) | > loss_gen: 2.5669479370117188 (2.764647840438141) | > loss_kl: 1.616710901260376 (1.7354327525556392) | > loss_feat: 7.44642972946167 (8.261721982257333) | > loss_mel: 12.21446704864502 (13.03525825091074) | > loss_duration: 1.6503145694732666 (1.6691996655228596) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.494869232177734 (27.466260490872386) | > grad_norm_1: tensor(461.8132, device='cuda:0') (tensor(400.2162, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8523 (0.8498216365833707) | > loader_time: 0.0099 (0.009813754684474237)  --> TIME: 2025-05-11 09:02:26 -- STEP: 637/725 -- GLOBAL_STEP: 323450 | > loss_disc: 2.232975721359253 (2.1988256832868385) | > loss_disc_real_0: 0.12986038625240326 (0.1361641800572022) | > loss_disc_real_1: 0.21898570656776428 (0.18977679059587804) | > loss_disc_real_2: 0.1847338229417801 (0.18784257063124585) | > loss_disc_real_3: 0.22232083976268768 (0.20486995774311023) | > loss_disc_real_4: 0.2143697887659073 (0.19510483252852448) | > loss_disc_real_5: 0.19137825071811676 (0.2074224320554657) | > loss_0: 2.232975721359253 (2.1988256832868385) | > grad_norm_0: tensor(9.8096, device='cuda:0') (tensor(21.1788, device='cuda:0')) | > loss_gen: 2.8997833728790283 (2.764505135956888) | > loss_kl: 1.8476653099060059 (1.73527292235867) | > loss_feat: 7.889564037322998 (8.264131753373565) | > loss_mel: 12.365106582641602 (13.023702260650676) | > loss_duration: 1.6510727405548096 (1.6691129054154856) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.653194427490234 (27.456724969333905) | > grad_norm_1: tensor(260.4012, device='cuda:0') (tensor(397.0289, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8369 (0.8496385518946868) | > loader_time: 0.0099 (0.009827510902608392)  --> TIME: 2025-05-11 09:03:09 -- STEP: 687/725 -- GLOBAL_STEP: 323500 | > loss_disc: 2.2097015380859375 (2.200046773387182) | > loss_disc_real_0: 0.1178104355931282 (0.13628000606615984) | > loss_disc_real_1: 0.1801629662513733 (0.18985009594688942) | > loss_disc_real_2: 0.18874427676200867 (0.18798003357657517) | > loss_disc_real_3: 0.18944962322711945 (0.2049204020217343) | > loss_disc_real_4: 0.19236692786216736 (0.19513824146127076) | > loss_disc_real_5: 0.20163173973560333 (0.20766674277129987) | > loss_0: 2.2097015380859375 (2.200046773387182) | > grad_norm_0: tensor(27.7780, device='cuda:0') (tensor(21.1689, device='cuda:0')) | > loss_gen: 2.781115770339966 (2.764423567828825) | > loss_kl: 1.6322264671325684 (1.7363487275580305) | > loss_feat: 9.371337890625 (8.25872488799228) | > loss_mel: 13.930643081665039 (13.01632148764886) | > loss_duration: 1.6900309324264526 (1.6689480482404062) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.40535545349121 (27.444766717880228) | > grad_norm_1: tensor(630.1216, device='cuda:0') (tensor(395.9626, device='cuda:0')) | > current_lr_0: 0.00019067385097188666 | > current_lr_1: 0.00019067385097188666 | > step_time: 0.8652 (0.8490952366130671) | > loader_time: 0.0106 (0.009824374183643675)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4152369499206543 (2.4152369499206543) | > loss_disc_real_0: 0.19983556866645813 (0.19983556866645813) | > loss_disc_real_1: 0.20519772171974182 (0.20519772171974182) | > loss_disc_real_2: 0.29733386635780334 (0.29733386635780334) | > loss_disc_real_3: 0.2487146556377411 (0.2487146556377411) | > loss_disc_real_4: 0.27634698152542114 (0.27634698152542114) | > loss_disc_real_5: 0.25302577018737793 (0.25302577018737793) | > loss_0: 2.4152369499206543 (2.4152369499206543) | > loss_gen: 2.8684775829315186 (2.8684775829315186) | > loss_kl: 2.0919384956359863 (2.0919384956359863) | > loss_feat: 7.587315559387207 (7.587315559387207) | > loss_mel: 12.720890045166016 (12.720890045166016) | > loss_duration: 1.7131439447402954 (1.7131439447402954) | > loss_1: 26.981765747070312 (26.981765747070312)  --> STEP: 1 | > loss_disc: 2.269824266433716 (2.269824266433716) | > loss_disc_real_0: 0.1850631982088089 (0.1850631982088089) | > loss_disc_real_1: 0.1750279664993286 (0.1750279664993286) | > loss_disc_real_2: 0.275841623544693 (0.275841623544693) | > loss_disc_real_3: 0.24372750520706177 (0.24372750520706177) | > loss_disc_real_4: 0.28277787566185 (0.28277787566185) | > loss_disc_real_5: 0.20706695318222046 (0.20706695318222046) | > loss_0: 2.269824266433716 (2.269824266433716) | > loss_gen: 2.982508659362793 (2.982508659362793) | > loss_kl: 2.3104679584503174 (2.3104679584503174) | > loss_feat: 9.110212326049805 (9.110212326049805) | > loss_mel: 14.621796607971191 (14.621796607971191) | > loss_duration: 1.8226420879364014 (1.8226420879364014) | > loss_1: 30.847627639770508 (30.847627639770508)  --> STEP: 2 | > loss_disc: 2.3613874912261963 (2.315605878829956) | > loss_disc_real_0: 0.17810608446598053 (0.18158464133739471) | > loss_disc_real_1: 0.1950259655714035 (0.18502696603536606) | > loss_disc_real_2: 0.29211732745170593 (0.28397947549819946) | > loss_disc_real_3: 0.2501172721385956 (0.24692238867282867) | > loss_disc_real_4: 0.2712026834487915 (0.27699027955532074) | > loss_disc_real_5: 0.24563704431056976 (0.2263519987463951) | > loss_0: 2.3613874912261963 (2.315605878829956) | > loss_gen: 2.92950177192688 (2.9560052156448364) | > loss_kl: 2.0255026817321777 (2.1679853200912476) | > loss_feat: 7.937492847442627 (8.523852586746216) | > loss_mel: 13.54016399383545 (14.08098030090332) | > loss_duration: 1.8603233098983765 (1.841482698917389) | > loss_1: 28.292984008789062 (29.570305824279785)  --> STEP: 3 | > loss_disc: 2.355246067047119 (2.3288192749023438) | > loss_disc_real_0: 0.17538844048976898 (0.1795192410548528) | > loss_disc_real_1: 0.20408868789672852 (0.19138087332248688) | > loss_disc_real_2: 0.27961981296539307 (0.28252625465393066) | > loss_disc_real_3: 0.2399764508008957 (0.244607076048851) | > loss_disc_real_4: 0.2915821671485901 (0.2818542420864105) | > loss_disc_real_5: 0.24702678620815277 (0.233243594566981) | > loss_0: 2.355246067047119 (2.3288192749023438) | > loss_gen: 2.973271369934082 (2.9617606004079184) | > loss_kl: 2.019951343536377 (2.118640661239624) | > loss_feat: 8.298579216003418 (8.448761463165283) | > loss_mel: 14.053411483764648 (14.07179069519043) | > loss_duration: 1.8352380990982056 (1.8394011656443279) | > loss_1: 29.180452346801758 (29.44035466512044)  --> STEP: 4 | > loss_disc: 2.2232799530029297 (2.3024344444274902) | > loss_disc_real_0: 0.12408740073442459 (0.16566128097474575) | > loss_disc_real_1: 0.17472852766513824 (0.18721778690814972) | > loss_disc_real_2: 0.25863710045814514 (0.2765539661049843) | > loss_disc_real_3: 0.24249771237373352 (0.24407973513007164) | > loss_disc_real_4: 0.2378253936767578 (0.27084702998399734) | > loss_disc_real_5: 0.2327570766210556 (0.23312196508049965) | > loss_0: 2.2232799530029297 (2.3024344444274902) | > loss_gen: 2.8758533000946045 (2.94028377532959) | > loss_kl: 1.7472957372665405 (2.025804430246353) | > loss_feat: 10.082529067993164 (8.857203364372253) | > loss_mel: 16.33138656616211 (14.63668966293335) | > loss_duration: 1.7635173797607422 (1.8204302191734314) | > loss_1: 32.80058288574219 (30.28041172027588) --> EVAL PERFORMANCE | > avg_loader_time: 0.2785477042198181 (-0.027342379093170166) | > avg_loss_disc: 2.3024344444274902 (+0.043303847312927246) | > avg_loss_disc_real_0: 0.16566128097474575 (-0.06363116018474102) | > avg_loss_disc_real_1: 0.18721778690814972 (+0.01452566683292389) | > avg_loss_disc_real_2: 0.2765539661049843 (+0.08467262610793114) | > avg_loss_disc_real_3: 0.24407973513007164 (+0.02377147227525711) | > avg_loss_disc_real_4: 0.27084702998399734 (+0.030732661485671997) | > avg_loss_disc_real_5: 0.23312196508049965 (+0.03473051264882088) | > avg_loss_0: 2.3024344444274902 (+0.043303847312927246) | > avg_loss_gen: 2.94028377532959 (+0.02370917797088623) | > avg_loss_kl: 2.025804430246353 (-0.020475685596466064) | > avg_loss_feat: 8.857203364372253 (+0.18743109703063965) | > avg_loss_mel: 14.63668966293335 (+0.0672762393951416) | > avg_loss_duration: 1.8204302191734314 (-0.0030781924724578857) | > avg_loss_1: 30.28041172027588 (+0.25486278533935547)  > EPOCH: 383/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 09:03:48)   --> TIME: 2025-05-11 09:04:00 -- STEP: 12/725 -- GLOBAL_STEP: 323550 | > loss_disc: 2.2093305587768555 (2.2178149422009787) | > loss_disc_real_0: 0.15257620811462402 (0.13926481207211813) | > loss_disc_real_1: 0.17401626706123352 (0.1917604791621367) | > loss_disc_real_2: 0.2023114562034607 (0.18784808119138083) | > loss_disc_real_3: 0.262991338968277 (0.2057022526860237) | > loss_disc_real_4: 0.18845057487487793 (0.19397248203555742) | > loss_disc_real_5: 0.2511562407016754 (0.21410839880506197) | > loss_0: 2.2093305587768555 (2.2178149422009787) | > grad_norm_0: tensor(19.3391, device='cuda:0') (tensor(17.7311, device='cuda:0')) | > loss_gen: 2.8081257343292236 (2.7741939226786294) | > loss_kl: 1.8471068143844604 (1.7810134490331013) | > loss_feat: 8.672259330749512 (8.33653179804484) | > loss_mel: 12.720467567443848 (13.027010202407837) | > loss_duration: 1.7072787284851074 (1.669027030467987) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.755239486694336 (27.58777650197347) | > grad_norm_1: tensor(389.3516, device='cuda:0') (tensor(287.5275, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8429 (0.8302850127220154) | > loader_time: 0.0091 (0.009750783443450926)  --> TIME: 2025-05-11 09:04:44 -- STEP: 62/725 -- GLOBAL_STEP: 323600 | > loss_disc: 2.3607113361358643 (2.2203562951857037) | > loss_disc_real_0: 0.1725950539112091 (0.14041302028682925) | > loss_disc_real_1: 0.20206497609615326 (0.19271212575897095) | > loss_disc_real_2: 0.22035062313079834 (0.19082179040678082) | > loss_disc_real_3: 0.21546465158462524 (0.20707445351346845) | > loss_disc_real_4: 0.2237340211868286 (0.19532103067444218) | > loss_disc_real_5: 0.24241980910301208 (0.20842738665880695) | > loss_0: 2.3607113361358643 (2.2203562951857037) | > grad_norm_0: tensor(23.9345, device='cuda:0') (tensor(22.4131, device='cuda:0')) | > loss_gen: 2.511651039123535 (2.7702342156440984) | > loss_kl: 1.6075119972229004 (1.7363877046492793) | > loss_feat: 6.888887882232666 (8.284757060389365) | > loss_mel: 10.33434009552002 (13.15690182101342) | > loss_duration: 1.7125170230865479 (1.665656283978493) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.054908752441406 (27.613937254874937) | > grad_norm_1: tensor(393.6072, device='cuda:0') (tensor(363.2347, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8419 (0.8483223453644784) | > loader_time: 0.0098 (0.010021025134671116)  --> TIME: 2025-05-11 09:05:27 -- STEP: 112/725 -- GLOBAL_STEP: 323650 | > loss_disc: 2.2266287803649902 (2.2164647089583545) | > loss_disc_real_0: 0.1345495730638504 (0.13687831023707991) | > loss_disc_real_1: 0.2010912448167801 (0.1910127896283354) | > loss_disc_real_2: 0.16864512860774994 (0.18843394384852477) | > loss_disc_real_3: 0.2063891887664795 (0.20712559696819102) | > loss_disc_real_4: 0.17070990800857544 (0.19614471614892995) | > loss_disc_real_5: 0.21078526973724365 (0.21024393742637976) | > loss_0: 2.2266287803649902 (2.2164647089583545) | > grad_norm_0: tensor(14.4844, device='cuda:0') (tensor(21.0257, device='cuda:0')) | > loss_gen: 2.815499782562256 (2.7637412462915694) | > loss_kl: 1.5496383905410767 (1.7215461688382285) | > loss_feat: 8.56999683380127 (8.261342295578544) | > loss_mel: 13.664018630981445 (13.154893296105522) | > loss_duration: 1.662916898727417 (1.669359709535326) | > amp_scaler: 512.0 (258.2857142857143) | > loss_1: 28.262069702148438 (27.570882865360804) | > grad_norm_1: tensor(232.6786, device='cuda:0') (tensor(369.5789, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8363 (0.8503888760294233) | > loader_time: 0.0096 (0.009871648890631536)  --> TIME: 2025-05-11 09:06:10 -- STEP: 162/725 -- GLOBAL_STEP: 323700 | > loss_disc: 2.146756887435913 (2.211184360362866) | > loss_disc_real_0: 0.11872798949480057 (0.13841751709948355) | > loss_disc_real_1: 0.17844854295253754 (0.19071182525820202) | > loss_disc_real_2: 0.19856999814510345 (0.18876379139629418) | > loss_disc_real_3: 0.17055124044418335 (0.20528235130104017) | > loss_disc_real_4: 0.15776631236076355 (0.19607634069742974) | > loss_disc_real_5: 0.2399885505437851 (0.2078706388488228) | > loss_0: 2.146756887435913 (2.211184360362866) | > grad_norm_0: tensor(19.2401, device='cuda:0') (tensor(21.8465, device='cuda:0')) | > loss_gen: 2.867913007736206 (2.7719356557469315) | > loss_kl: 1.7690017223358154 (1.7179541448016225) | > loss_feat: 8.573633193969727 (8.285372719352628) | > loss_mel: 13.131957054138184 (13.147750118632375) | > loss_duration: 1.6286554336547852 (1.6686570982874176) | > amp_scaler: 512.0 (336.59259259259284) | > loss_1: 27.971160888671875 (27.591669847935805) | > grad_norm_1: tensor(203.9639, device='cuda:0') (tensor(379.6638, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8294 (0.8498416167718393) | > loader_time: 0.0094 (0.009825172247710052)  --> TIME: 2025-05-11 09:06:53 -- STEP: 212/725 -- GLOBAL_STEP: 323750 | > loss_disc: 2.1223411560058594 (2.2057247757911687) | > loss_disc_real_0: 0.12962113320827484 (0.1382391694581734) | > loss_disc_real_1: 0.18756119906902313 (0.19039800390601158) | > loss_disc_real_2: 0.2115630805492401 (0.18876092789589238) | > loss_disc_real_3: 0.18608132004737854 (0.2048046221991755) | > loss_disc_real_4: 0.1798287034034729 (0.19548426160834864) | > loss_disc_real_5: 0.21061581373214722 (0.20737354724474674) | > loss_0: 2.1223411560058594 (2.2057247757911687) | > grad_norm_0: tensor(24.4214, device='cuda:0') (tensor(20.7664, device='cuda:0')) | > loss_gen: 2.8172454833984375 (2.769563926840729) | > loss_kl: 1.542364239692688 (1.7205962825496242) | > loss_feat: 8.589350700378418 (8.300959474635581) | > loss_mel: 13.347715377807617 (13.116616154616734) | > loss_duration: 1.6814556121826172 (1.669788714849724) | > amp_scaler: 512.0 (377.9622641509436) | > loss_1: 27.978132247924805 (27.57752463502704) | > grad_norm_1: tensor(349.7335, device='cuda:0') (tensor(370.9019, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8394 (0.849882832113302) | > loader_time: 0.0102 (0.009853463127927951)  --> TIME: 2025-05-11 09:07:36 -- STEP: 262/725 -- GLOBAL_STEP: 323800 | > loss_disc: 2.184060573577881 (2.207529740479157) | > loss_disc_real_0: 0.11375859379768372 (0.1384884822288998) | > loss_disc_real_1: 0.20613603293895721 (0.19058779456460748) | > loss_disc_real_2: 0.17363624274730682 (0.18881844763309902) | > loss_disc_real_3: 0.21876662969589233 (0.20442803499807838) | > loss_disc_real_4: 0.18041852116584778 (0.19529686566755056) | > loss_disc_real_5: 0.2022584229707718 (0.20795995281397842) | > loss_0: 2.184060573577881 (2.207529740479157) | > grad_norm_0: tensor(22.5839, device='cuda:0') (tensor(20.4458, device='cuda:0')) | > loss_gen: 2.7516863346099854 (2.7622937473632008) | > loss_kl: 1.6347911357879639 (1.7173772308662647) | > loss_feat: 8.89377498626709 (8.274437685959217) | > loss_mel: 14.064836502075195 (13.081411896771147) | > loss_duration: 1.6457839012145996 (1.6709848169152064) | > amp_scaler: 512.0 (403.5419847328246) | > loss_1: 28.990873336791992 (27.50650542018978) | > grad_norm_1: tensor(445.0017, device='cuda:0') (tensor(365.5586, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8909 (0.8485708045595475) | > loader_time: 0.0098 (0.00982133395799243)  --> TIME: 2025-05-11 09:08:20 -- STEP: 312/725 -- GLOBAL_STEP: 323850 | > loss_disc: 2.225191831588745 (2.202924594283104) | > loss_disc_real_0: 0.17122222483158112 (0.13761694960964815) | > loss_disc_real_1: 0.18507841229438782 (0.19043423015719807) | > loss_disc_real_2: 0.19035348296165466 (0.18896164912252852) | > loss_disc_real_3: 0.19991977512836456 (0.20426987393353224) | > loss_disc_real_4: 0.1987212598323822 (0.1947674402155173) | > loss_disc_real_5: 0.2201976627111435 (0.20730415129890808) | > loss_0: 2.225191831588745 (2.202924594283104) | > grad_norm_0: tensor(34.0179, device='cuda:0') (tensor(20.7124, device='cuda:0')) | > loss_gen: 2.716806173324585 (2.771758678631904) | > loss_kl: 1.5582255125045776 (1.715010555126728) | > loss_feat: 8.175589561462402 (8.30535758764317) | > loss_mel: 12.98597526550293 (13.089959606146206) | > loss_duration: 1.6774283647537231 (1.6700390080610912) | > amp_scaler: 256.0 (402.8717948717947) | > loss_1: 27.11402702331543 (27.552125472288864) | > grad_norm_1: tensor(441.9533, device='cuda:0') (tensor(372.6521, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8369 (0.8497971624900137) | > loader_time: 0.0108 (0.009801441278213112)  --> TIME: 2025-05-11 09:09:03 -- STEP: 362/725 -- GLOBAL_STEP: 323900 | > loss_disc: 2.157433032989502 (2.19899683565066) | > loss_disc_real_0: 0.10785815119743347 (0.13704841493407682) | > loss_disc_real_1: 0.18690377473831177 (0.19024542575053754) | > loss_disc_real_2: 0.19694188237190247 (0.18860070205689786) | > loss_disc_real_3: 0.2180887758731842 (0.2039457360354576) | > loss_disc_real_4: 0.22817064821720123 (0.19427848475578735) | > loss_disc_real_5: 0.22382080554962158 (0.20728500590798604) | > loss_0: 2.157433032989502 (2.19899683565066) | > grad_norm_0: tensor(18.4924, device='cuda:0') (tensor(21.2736, device='cuda:0')) | > loss_gen: 2.997668981552124 (2.7758430874808715) | > loss_kl: 1.7892873287200928 (1.7190573554671271) | > loss_feat: 9.112388610839844 (8.32836599112876) | > loss_mel: 13.58248519897461 (13.089814626050922) | > loss_duration: 1.6265089511871338 (1.6691854052780741) | > amp_scaler: 256.0 (382.585635359116) | > loss_1: 29.108339309692383 (27.58226648088318) | > grad_norm_1: tensor(238.2078, device='cuda:0') (tensor(380.3007, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8431 (0.8502402318775327) | > loader_time: 0.0095 (0.009796151798733032)  --> TIME: 2025-05-11 09:09:46 -- STEP: 412/725 -- GLOBAL_STEP: 323950 | > loss_disc: 2.225111961364746 (2.199713123076171) | > loss_disc_real_0: 0.11146679520606995 (0.13720578248205703) | > loss_disc_real_1: 0.2023816853761673 (0.1902905569131514) | > loss_disc_real_2: 0.22224438190460205 (0.1886164207119964) | > loss_disc_real_3: 0.19529730081558228 (0.203711650216753) | > loss_disc_real_4: 0.22169560194015503 (0.1940857033851077) | > loss_disc_real_5: 0.18429911136627197 (0.20749086228389185) | > loss_0: 2.225111961364746 (2.199713123076171) | > grad_norm_0: tensor(22.9668, device='cuda:0') (tensor(21.4116, device='cuda:0')) | > loss_gen: 2.6700000762939453 (2.773086255036512) | > loss_kl: 1.7715108394622803 (1.7236387113344322) | > loss_feat: 7.984361171722412 (8.298814183299996) | > loss_mel: 12.38435173034668 (13.062596790998889) | > loss_duration: 1.6647179126739502 (1.6700205059306135) | > amp_scaler: 256.0 (367.22330097087377) | > loss_1: 26.474943161010742 (27.52815647958552) | > grad_norm_1: tensor(535.3378, device='cuda:0') (tensor(384.5143, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.86 (0.8504806334532583) | > loader_time: 0.01 (0.009799820126839063)  --> TIME: 2025-05-11 09:10:29 -- STEP: 462/725 -- GLOBAL_STEP: 324000 | > loss_disc: 2.339948892593384 (2.201162099838255) | > loss_disc_real_0: 0.11379857361316681 (0.13784437700783558) | > loss_disc_real_1: 0.20486755669116974 (0.19018836719391155) | > loss_disc_real_2: 0.22888275980949402 (0.18863022449986752) | > loss_disc_real_3: 0.2382868528366089 (0.2039920686385332) | > loss_disc_real_4: 0.17255958914756775 (0.19429609524610236) | > loss_disc_real_5: 0.2122144252061844 (0.2074769073169985) | > loss_0: 2.339948892593384 (2.201162099838255) | > grad_norm_0: tensor(16.6384, device='cuda:0') (tensor(21.8640, device='cuda:0')) | > loss_gen: 2.522024631500244 (2.7734381651981574) | > loss_kl: 1.8610104322433472 (1.7285157168582403) | > loss_feat: 7.248783111572266 (8.289068456336032) | > loss_mel: 11.602058410644531 (13.062340395791194) | > loss_duration: 1.7072266340255737 (1.6699068179894319) | > amp_scaler: 256.0 (355.1861471861472) | > loss_1: 24.941102981567383 (27.52326958726495) | > grad_norm_1: tensor(496.0766, device='cuda:0') (tensor(391.2643, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.7966 (0.849753420074265) | > loader_time: 0.0123 (0.009782091879741462) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_324000.pth  --> TIME: 2025-05-11 09:11:15 -- STEP: 512/725 -- GLOBAL_STEP: 324050 | > loss_disc: 2.195624589920044 (2.202840982004999) | > loss_disc_real_0: 0.09848272800445557 (0.13826845167204754) | > loss_disc_real_1: 0.1771245151758194 (0.19038479941082193) | > loss_disc_real_2: 0.1857665628194809 (0.18842181732179591) | > loss_disc_real_3: 0.18889422714710236 (0.2039240030571818) | > loss_disc_real_4: 0.1645403653383255 (0.1944662005116697) | > loss_disc_real_5: 0.21695727109909058 (0.20776035575545393) | > loss_0: 2.195624589920044 (2.202840982004999) | > grad_norm_0: tensor(21.4575, device='cuda:0') (tensor(21.8126, device='cuda:0')) | > loss_gen: 2.6983399391174316 (2.770767121575773) | > loss_kl: 1.7100772857666016 (1.731784952338785) | > loss_feat: 8.650277137756348 (8.276755996048465) | > loss_mel: 13.115677833557129 (13.057859055697921) | > loss_duration: 1.609464168548584 (1.670590192079544) | > amp_scaler: 256.0 (345.5) | > loss_1: 27.783836364746094 (27.507757354527712) | > grad_norm_1: tensor(355.1207, device='cuda:0') (tensor(393.0934, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.856 (0.8498974116519096) | > loader_time: 0.0101 (0.009785485453903682)  --> TIME: 2025-05-11 09:11:58 -- STEP: 562/725 -- GLOBAL_STEP: 324100 | > loss_disc: 2.027282953262329 (2.2006280235548443) | > loss_disc_real_0: 0.1255749613046646 (0.13816803171435296) | > loss_disc_real_1: 0.17310112714767456 (0.19008334203759134) | > loss_disc_real_2: 0.14308731257915497 (0.1881370244819498) | > loss_disc_real_3: 0.1919105350971222 (0.20389882411502852) | > loss_disc_real_4: 0.1740165650844574 (0.19416650411179054) | > loss_disc_real_5: 0.21702447533607483 (0.20761756530011674) | > loss_0: 2.027282953262329 (2.2006280235548443) | > grad_norm_0: tensor(29.1846, device='cuda:0') (tensor(22.0898, device='cuda:0')) | > loss_gen: 2.9941318035125732 (2.7737602037891382) | > loss_kl: 1.7530479431152344 (1.735282538412305) | > loss_feat: 9.078006744384766 (8.293936868579374) | > loss_mel: 14.539985656738281 (13.070354003498991) | > loss_duration: 1.624748706817627 (1.6703686241153295) | > amp_scaler: 256.0 (337.5373665480428) | > loss_1: 29.989919662475586 (27.543702288454543) | > grad_norm_1: tensor(572.2376, device='cuda:0') (tensor(398.8633, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8966 (0.8494485735469017) | > loader_time: 0.0094 (0.009813604405766289)  --> TIME: 2025-05-11 09:12:41 -- STEP: 612/725 -- GLOBAL_STEP: 324150 | > loss_disc: 2.263855218887329 (2.1990728954863696) | > loss_disc_real_0: 0.14827758073806763 (0.13771587391110035) | > loss_disc_real_1: 0.19476836919784546 (0.19000827701263195) | > loss_disc_real_2: 0.21332243084907532 (0.18815552229000837) | > loss_disc_real_3: 0.22000426054000854 (0.2038198825872801) | > loss_disc_real_4: 0.20630550384521484 (0.19418743837113478) | > loss_disc_real_5: 0.20295163989067078 (0.20745925074504087) | > loss_0: 2.263855218887329 (2.1990728954863696) | > grad_norm_0: tensor(30.7054, device='cuda:0') (tensor(22.0420, device='cuda:0')) | > loss_gen: 2.7858026027679443 (2.7754080540993638) | > loss_kl: 1.8693009614944458 (1.7370000193321626) | > loss_feat: 7.205997943878174 (8.301224341579525) | > loss_mel: 11.453539848327637 (13.080455995073507) | > loss_duration: 1.6052051782608032 (1.6699195028909668) | > amp_scaler: 256.0 (330.8758169934639) | > loss_1: 24.91984748840332 (27.564007958555546) | > grad_norm_1: tensor(254.0842, device='cuda:0') (tensor(402.5438, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8026 (0.8498331686250524) | > loader_time: 0.009 (0.009848968265882508)  --> TIME: 2025-05-11 09:13:25 -- STEP: 662/725 -- GLOBAL_STEP: 324200 | > loss_disc: 2.180743932723999 (2.198576241101383) | > loss_disc_real_0: 0.13610656559467316 (0.13743992161084526) | > loss_disc_real_1: 0.21568965911865234 (0.18979917775017985) | > loss_disc_real_2: 0.17407672107219696 (0.18798103455870527) | > loss_disc_real_3: 0.20156539976596832 (0.2041114386159847) | > loss_disc_real_4: 0.18329155445098877 (0.19426609132315106) | > loss_disc_real_5: 0.18387213349342346 (0.2076323278856061) | > loss_0: 2.180743932723999 (2.198576241101383) | > grad_norm_0: tensor(28.8173, device='cuda:0') (tensor(22.0046, device='cuda:0')) | > loss_gen: 2.669785976409912 (2.7763155547513696) | > loss_kl: 1.7618871927261353 (1.7354509090368841) | > loss_feat: 8.280736923217773 (8.305493192010072) | > loss_mel: 13.877788543701172 (13.086756723524944) | > loss_duration: 1.687724232673645 (1.6703475490437534) | > amp_scaler: 256.0 (325.2205438066465) | > loss_1: 28.277925491333008 (27.574363967803322) | > grad_norm_1: tensor(603.6028, device='cuda:0') (tensor(405.2269, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8657 (0.850138836036636) | > loader_time: 0.0102 (0.009872334241146771)  --> TIME: 2025-05-11 09:14:08 -- STEP: 712/725 -- GLOBAL_STEP: 324250 | > loss_disc: 2.194549322128296 (2.1981700116328984) | > loss_disc_real_0: 0.15400899946689606 (0.13723458993259122) | > loss_disc_real_1: 0.1739613562822342 (0.18962762033922625) | > loss_disc_real_2: 0.16955389082431793 (0.18798060985177417) | > loss_disc_real_3: 0.22992800176143646 (0.20416811257182205) | > loss_disc_real_4: 0.21067498624324799 (0.1943942473552536) | > loss_disc_real_5: 0.21418634057044983 (0.20751331784249688) | > loss_0: 2.194549322128296 (2.1981700116328984) | > grad_norm_0: tensor(23.7921, device='cuda:0') (tensor(22.0783, device='cuda:0')) | > loss_gen: 2.802222728729248 (2.7765371240256873) | > loss_kl: 1.730787992477417 (1.7346838009491394) | > loss_feat: 8.4360933303833 (8.311311561070143) | > loss_mel: 13.714256286621094 (13.096410032068748) | > loss_duration: 1.6643023490905762 (1.6700642787003785) | > amp_scaler: 256.0 (320.3595505617979) | > loss_1: 28.34766387939453 (27.589006849889014) | > grad_norm_1: tensor(456.7672, device='cuda:0') (tensor(406.5925, device='cuda:0')) | > current_lr_0: 0.00019065001674051517 | > current_lr_1: 0.00019065001674051517 | > step_time: 0.8176 (0.8499908577860071) | > loader_time: 0.0094 (0.009880115142029328)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.301506280899048 (2.301506280899048) | > loss_disc_real_0: 0.17479713261127472 (0.17479713261127472) | > loss_disc_real_1: 0.13906602561473846 (0.13906602561473846) | > loss_disc_real_2: 0.24333158135414124 (0.24333158135414124) | > loss_disc_real_3: 0.23797884583473206 (0.23797884583473206) | > loss_disc_real_4: 0.22766569256782532 (0.22766569256782532) | > loss_disc_real_5: 0.2632833421230316 (0.2632833421230316) | > loss_0: 2.301506280899048 (2.301506280899048) | > loss_gen: 2.8808023929595947 (2.8808023929595947) | > loss_kl: 2.2257728576660156 (2.2257728576660156) | > loss_feat: 9.201752662658691 (9.201752662658691) | > loss_mel: 14.407011032104492 (14.407011032104492) | > loss_duration: 1.7183655500411987 (1.7183655500411987) | > loss_1: 30.433704376220703 (30.433704376220703)  --> STEP: 1 | > loss_disc: 2.3890109062194824 (2.3890109062194824) | > loss_disc_real_0: 0.1965990662574768 (0.1965990662574768) | > loss_disc_real_1: 0.1340394914150238 (0.1340394914150238) | > loss_disc_real_2: 0.24955178797245026 (0.24955178797245026) | > loss_disc_real_3: 0.2272365838289261 (0.2272365838289261) | > loss_disc_real_4: 0.24248260259628296 (0.24248260259628296) | > loss_disc_real_5: 0.25355201959609985 (0.25355201959609985) | > loss_0: 2.3890109062194824 (2.3890109062194824) | > loss_gen: 2.6235218048095703 (2.6235218048095703) | > loss_kl: 1.994470477104187 (1.994470477104187) | > loss_feat: 7.362660884857178 (7.362660884857178) | > loss_mel: 12.4723539352417 (12.4723539352417) | > loss_duration: 1.8414479494094849 (1.8414479494094849) | > loss_1: 26.29445457458496 (26.29445457458496)  --> STEP: 2 | > loss_disc: 2.289501667022705 (2.3392562866210938) | > loss_disc_real_0: 0.1852850466966629 (0.19094205647706985) | > loss_disc_real_1: 0.1330822855234146 (0.1335608884692192) | > loss_disc_real_2: 0.24864542484283447 (0.24909860640764236) | > loss_disc_real_3: 0.23398561775684357 (0.23061110079288483) | > loss_disc_real_4: 0.21778219938278198 (0.23013240098953247) | > loss_disc_real_5: 0.24702563881874084 (0.25028882920742035) | > loss_0: 2.289501667022705 (2.3392562866210938) | > loss_gen: 2.802765130996704 (2.713143467903137) | > loss_kl: 2.0697014331817627 (2.032085955142975) | > loss_feat: 7.987067222595215 (7.674864053726196) | > loss_mel: 12.6980562210083 (12.585205078125) | > loss_duration: 1.8639408349990845 (1.8526943922042847) | > loss_1: 27.421531677246094 (26.857993125915527)  --> STEP: 3 | > loss_disc: 2.3356640338897705 (2.338058869043986) | > loss_disc_real_0: 0.18093040585517883 (0.18760483960310617) | > loss_disc_real_1: 0.1473468393087387 (0.1381562054157257) | > loss_disc_real_2: 0.2527547776699066 (0.25031733016173047) | > loss_disc_real_3: 0.2504822313785553 (0.2372348109881083) | > loss_disc_real_4: 0.2421005368232727 (0.2341217796007792) | > loss_disc_real_5: 0.23506435751914978 (0.24521400531133017) | > loss_0: 2.3356640338897705 (2.338058869043986) | > loss_gen: 2.8077893257141113 (2.744692087173462) | > loss_kl: 1.8458019495010376 (1.9699912865956624) | > loss_feat: 7.657449245452881 (7.669059117635091) | > loss_mel: 13.21054744720459 (12.793652534484863) | > loss_duration: 1.8212636709213257 (1.842217485109965) | > loss_1: 27.342851638793945 (27.019612630208332)  --> STEP: 4 | > loss_disc: 2.3029377460479736 (2.329278588294983) | > loss_disc_real_0: 0.19341504573822021 (0.1890573911368847) | > loss_disc_real_1: 0.1424405872821808 (0.13922730088233948) | > loss_disc_real_2: 0.22372755408287048 (0.24366988614201546) | > loss_disc_real_3: 0.19834907352924347 (0.2275133766233921) | > loss_disc_real_4: 0.23042850196361542 (0.23319846019148827) | > loss_disc_real_5: 0.2216750681400299 (0.2393292710185051) | > loss_0: 2.3029377460479736 (2.329278588294983) | > loss_gen: 2.6193175315856934 (2.7133484482765198) | > loss_kl: 2.0654497146606445 (1.993855893611908) | > loss_feat: 7.696598052978516 (7.675943851470947) | > loss_mel: 12.493023872375488 (12.71849536895752) | > loss_duration: 1.7633918523788452 (1.822511076927185) | > loss_1: 26.637781143188477 (26.92415475845337) --> EVAL PERFORMANCE | > avg_loader_time: 0.2801910638809204 (+0.001643359661102295) | > avg_loss_disc: 2.329278588294983 (+0.026844143867492676) | > avg_loss_disc_real_0: 0.1890573911368847 (+0.02339611016213894) | > avg_loss_disc_real_1: 0.13922730088233948 (-0.04799048602581024) | > avg_loss_disc_real_2: 0.24366988614201546 (-0.032884079962968826) | > avg_loss_disc_real_3: 0.2275133766233921 (-0.016566358506679535) | > avg_loss_disc_real_4: 0.23319846019148827 (-0.03764856979250908) | > avg_loss_disc_real_5: 0.2393292710185051 (+0.006207305938005447) | > avg_loss_0: 2.329278588294983 (+0.026844143867492676) | > avg_loss_gen: 2.7133484482765198 (-0.22693532705307007) | > avg_loss_kl: 1.993855893611908 (-0.03194853663444519) | > avg_loss_feat: 7.675943851470947 (-1.1812595129013062) | > avg_loss_mel: 12.71849536895752 (-1.91819429397583) | > avg_loss_duration: 1.822511076927185 (+0.002080857753753662) | > avg_loss_1: 26.92415475845337 (-3.3562569618225098)  > EPOCH: 384/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 09:14:25)   --> TIME: 2025-05-11 09:14:59 -- STEP: 37/725 -- GLOBAL_STEP: 324300 | > loss_disc: 2.281773328781128 (2.2307280914203536) | > loss_disc_real_0: 0.1307898759841919 (0.13493909545846888) | > loss_disc_real_1: 0.1717434823513031 (0.19327456846430496) | > loss_disc_real_2: 0.17602507770061493 (0.18967640359659452) | > loss_disc_real_3: 0.2168411910533905 (0.20572439238831802) | > loss_disc_real_4: 0.22469985485076904 (0.199629241953025) | > loss_disc_real_5: 0.20060716569423676 (0.21119315237612338) | > loss_0: 2.281773328781128 (2.2307280914203536) | > grad_norm_0: tensor(9.2659, device='cuda:0') (tensor(21.2609, device='cuda:0')) | > loss_gen: 2.7672951221466064 (2.726393190590111) | > loss_kl: 1.646087646484375 (1.735889705451759) | > loss_feat: 8.549433708190918 (8.050400862822661) | > loss_mel: 12.155783653259277 (12.84065919309049) | > loss_duration: 1.664135456085205 (1.666652579565306) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.78273582458496 (27.01999519966744) | > grad_norm_1: tensor(184.1363, device='cuda:0') (tensor(442.8385, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8632 (0.8444108963012695) | > loader_time: 0.0095 (0.010404174392287796)  --> TIME: 2025-05-11 09:15:42 -- STEP: 87/725 -- GLOBAL_STEP: 324350 | > loss_disc: 2.271773338317871 (2.2102062647370078) | > loss_disc_real_0: 0.13442638516426086 (0.13588830117864173) | > loss_disc_real_1: 0.2193402200937271 (0.1902320718970792) | > loss_disc_real_2: 0.18802587687969208 (0.1884024590253829) | > loss_disc_real_3: 0.22894306480884552 (0.20624386647651935) | > loss_disc_real_4: 0.2244834154844284 (0.19708149871606936) | > loss_disc_real_5: 0.17499613761901855 (0.2085291095848741) | > loss_0: 2.271773338317871 (2.2102062647370078) | > grad_norm_0: tensor(14.2270, device='cuda:0') (tensor(22.3432, device='cuda:0')) | > loss_gen: 2.756162405014038 (2.7599027485683054) | > loss_kl: 1.747094988822937 (1.7482293789414154) | > loss_feat: 7.6150221824646 (8.283497865172642) | > loss_mel: 12.084444999694824 (13.008128297740015) | > loss_duration: 1.6462903022766113 (1.6683851905252742) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.849014282226562 (27.468143375440576) | > grad_norm_1: tensor(246.0693, device='cuda:0') (tensor(450.1824, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8317 (0.8498952470976731) | > loader_time: 0.0099 (0.0101698924755228)  --> TIME: 2025-05-11 09:16:26 -- STEP: 137/725 -- GLOBAL_STEP: 324400 | > loss_disc: 2.0671226978302 (2.215627600676821) | > loss_disc_real_0: 0.0929996520280838 (0.13745988660702743) | > loss_disc_real_1: 0.17006684839725494 (0.19027196284193193) | > loss_disc_real_2: 0.17522960901260376 (0.18824558427734092) | > loss_disc_real_3: 0.21641188859939575 (0.20663826319858106) | > loss_disc_real_4: 0.1907791793346405 (0.19622863383188735) | > loss_disc_real_5: 0.19540929794311523 (0.2099577977056921) | > loss_0: 2.0671226978302 (2.215627600676821) | > grad_norm_0: tensor(14.5727, device='cuda:0') (tensor(22.5534, device='cuda:0')) | > loss_gen: 3.0521559715270996 (2.7540213261207525) | > loss_kl: 1.8306819200515747 (1.7466533514705018) | > loss_feat: 9.497040748596191 (8.257194143142144) | > loss_mel: 13.599021911621094 (12.97033016873102) | > loss_duration: 1.6460763216018677 (1.6705332333154053) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.624977111816406 (27.39873213663589) | > grad_norm_1: tensor(574.0288, device='cuda:0') (tensor(432.3951, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.828 (0.8508851441153644) | > loader_time: 0.009 (0.010101682078229252)  --> TIME: 2025-05-11 09:17:09 -- STEP: 187/725 -- GLOBAL_STEP: 324450 | > loss_disc: 2.1645925045013428 (2.2194037762555223) | > loss_disc_real_0: 0.14246666431427002 (0.13877929539922726) | > loss_disc_real_1: 0.1938989758491516 (0.1909694609476283) | > loss_disc_real_2: 0.2037307471036911 (0.18871189494502735) | > loss_disc_real_3: 0.1661616712808609 (0.20699578332391014) | > loss_disc_real_4: 0.18064017593860626 (0.19635933613713413) | > loss_disc_real_5: 0.2255857288837433 (0.20986395588214385) | > loss_0: 2.1645925045013428 (2.2194037762555223) | > grad_norm_0: tensor(8.8548, device='cuda:0') (tensor(21.9983, device='cuda:0')) | > loss_gen: 2.7352237701416016 (2.746532512858588) | > loss_kl: 1.673457145690918 (1.738360267909453) | > loss_feat: 8.516674041748047 (8.193366601505382) | > loss_mel: 13.426382064819336 (12.918875990066931) | > loss_duration: 1.678281545639038 (1.6711506129586122) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.030017852783203 (27.26828597573673) | > grad_norm_1: tensor(466.4174, device='cuda:0') (tensor(423.9569, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8381 (0.8507205330751798) | > loader_time: 0.0098 (0.010054630391737996)  --> TIME: 2025-05-11 09:17:52 -- STEP: 237/725 -- GLOBAL_STEP: 324500 | > loss_disc: 2.214893341064453 (2.219274984130378) | > loss_disc_real_0: 0.12807691097259521 (0.1389198765661647) | > loss_disc_real_1: 0.1970338076353073 (0.19059645727213925) | > loss_disc_real_2: 0.1768929362297058 (0.18852590873271605) | > loss_disc_real_3: 0.24666135013103485 (0.20692054254596243) | > loss_disc_real_4: 0.19834262132644653 (0.196117865699756) | > loss_disc_real_5: 0.22679965198040009 (0.2102876364681791) | > loss_0: 2.214893341064453 (2.219274984130378) | > grad_norm_0: tensor(21.6465, device='cuda:0') (tensor(21.2833, device='cuda:0')) | > loss_gen: 2.875166654586792 (2.7429447556346767) | > loss_kl: 1.943759799003601 (1.7441672624917977) | > loss_feat: 8.262081146240234 (8.166956394533564) | > loss_mel: 13.547663688659668 (12.900324431149764) | > loss_duration: 1.65779447555542 (1.6710325881901673) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.286466598510742 (27.225425438538885) | > grad_norm_1: tensor(472.0923, device='cuda:0') (tensor(409.5076, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8228 (0.8513519089936206) | > loader_time: 0.0096 (0.010026700386015176)  --> TIME: 2025-05-11 09:18:35 -- STEP: 287/725 -- GLOBAL_STEP: 324550 | > loss_disc: 2.202775239944458 (2.221577613195893) | > loss_disc_real_0: 0.0932994931936264 (0.13978197433391937) | > loss_disc_real_1: 0.19178986549377441 (0.1907263238774774) | > loss_disc_real_2: 0.1800827980041504 (0.18881027795088828) | > loss_disc_real_3: 0.21962738037109375 (0.20681521789745164) | > loss_disc_real_4: 0.19940319657325745 (0.1960393520078592) | > loss_disc_real_5: 0.18952883780002594 (0.21050115215238377) | > loss_0: 2.202775239944458 (2.221577613195893) | > grad_norm_0: tensor(20.4536, device='cuda:0') (tensor(21.5387, device='cuda:0')) | > loss_gen: 2.6546454429626465 (2.7407438779957194) | > loss_kl: 1.5954722166061401 (1.7416773506988639) | > loss_feat: 7.870091915130615 (8.148672050715321) | > loss_mel: 12.574874877929688 (12.881470952715187) | > loss_duration: 1.689494013786316 (1.6707608392429685) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.384578704833984 (27.183325066383706) | > grad_norm_1: tensor(492.3966, device='cuda:0') (tensor(405.8954, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8066 (0.8504023178113878) | > loader_time: 0.0097 (0.009964082299209224)  --> TIME: 2025-05-11 09:19:19 -- STEP: 337/725 -- GLOBAL_STEP: 324600 | > loss_disc: 2.152447462081909 (2.2180860279575665) | > loss_disc_real_0: 0.09286262094974518 (0.13998207991572448) | > loss_disc_real_1: 0.15703825652599335 (0.19031135132121757) | > loss_disc_real_2: 0.1570236086845398 (0.1885407640866779) | > loss_disc_real_3: 0.18507905304431915 (0.20628449059912277) | > loss_disc_real_4: 0.20637068152427673 (0.19585921356692154) | > loss_disc_real_5: 0.1815708428621292 (0.20943248784860446) | > loss_0: 2.152447462081909 (2.2180860279575665) | > grad_norm_0: tensor(18.4330, device='cuda:0') (tensor(21.7679, device='cuda:0')) | > loss_gen: 2.8507449626922607 (2.7485965628298534) | > loss_kl: 1.5702896118164062 (1.7325348298698229) | > loss_feat: 8.661356925964355 (8.16290868000744) | > loss_mel: 13.377290725708008 (12.873081662888337) | > loss_duration: 1.6606478691101074 (1.670249503514887) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.120328903198242 (27.187371245477603) | > grad_norm_1: tensor(386.5772, device='cuda:0') (tensor(406.4673, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8889 (0.852311671310787) | > loader_time: 0.0123 (0.00996059196992869)  --> TIME: 2025-05-11 09:20:02 -- STEP: 387/725 -- GLOBAL_STEP: 324650 | > loss_disc: 2.193542957305908 (2.217425203754612) | > loss_disc_real_0: 0.12714512646198273 (0.13923521590171248) | > loss_disc_real_1: 0.182063028216362 (0.19056983942825356) | > loss_disc_real_2: 0.22542598843574524 (0.18880734340473032) | > loss_disc_real_3: 0.17161260545253754 (0.20631415125473515) | > loss_disc_real_4: 0.19628150761127472 (0.1961055758772586) | > loss_disc_real_5: 0.20845597982406616 (0.20934452501532336) | > loss_0: 2.193542957305908 (2.217425203754612) | > grad_norm_0: tensor(24.2392, device='cuda:0') (tensor(21.6178, device='cuda:0')) | > loss_gen: 2.634613513946533 (2.7478179783784156) | > loss_kl: 1.530700445175171 (1.7326312906058265) | > loss_feat: 8.057212829589844 (8.15342350153961) | > loss_mel: 13.206467628479004 (12.877733245376463) | > loss_duration: 1.7440153360366821 (1.6701719523708334) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.17300796508789 (27.181777944244462) | > grad_norm_1: tensor(343.3965, device='cuda:0') (tensor(408.8807, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8826 (0.852137938950413) | > loader_time: 0.0122 (0.009972985708744336)  --> TIME: 2025-05-11 09:20:45 -- STEP: 437/725 -- GLOBAL_STEP: 324700 | > loss_disc: 2.189875841140747 (2.2167142171335983) | > loss_disc_real_0: 0.09658700227737427 (0.13948320452490437) | > loss_disc_real_1: 0.18569530546665192 (0.1904280355170335) | > loss_disc_real_2: 0.16673238575458527 (0.18848088970173402) | > loss_disc_real_3: 0.21270622313022614 (0.2063842082323689) | > loss_disc_real_4: 0.18452148139476776 (0.1961265129614749) | > loss_disc_real_5: 0.2336260974407196 (0.20927590026053466) | > loss_0: 2.189875841140747 (2.2167142171335983) | > grad_norm_0: tensor(10.1007, device='cuda:0') (tensor(21.7464, device='cuda:0')) | > loss_gen: 2.6376636028289795 (2.748347848721992) | > loss_kl: 1.7539960145950317 (1.7273860075926621) | > loss_feat: 7.962194442749023 (8.155479376594323) | > loss_mel: 12.903319358825684 (12.883511353411986) | > loss_duration: 1.6371705532073975 (1.6699273826328513) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.894344329833984 (27.18465193130877) | > grad_norm_1: tensor(327.1828, device='cuda:0') (tensor(411.2910, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8968 (0.8511118037749755) | > loader_time: 0.01 (0.009964379347707369)  --> TIME: 2025-05-11 09:21:28 -- STEP: 487/725 -- GLOBAL_STEP: 324750 | > loss_disc: 2.524118661880493 (2.218049529886344) | > loss_disc_real_0: 0.15242548286914825 (0.13947270576530402) | > loss_disc_real_1: 0.2109108418226242 (0.19054004947752434) | > loss_disc_real_2: 0.20767296850681305 (0.1885504416922523) | > loss_disc_real_3: 0.2198278307914734 (0.20640781090367247) | > loss_disc_real_4: 0.25212863087654114 (0.19618998143584818) | > loss_disc_real_5: 0.24082617461681366 (0.20966554018506278) | > loss_0: 2.524118661880493 (2.218049529886344) | > grad_norm_0: tensor(15.7358, device='cuda:0') (tensor(21.3477, device='cuda:0')) | > loss_gen: 2.2949023246765137 (2.74618323333944) | > loss_kl: 1.6992762088775635 (1.7248905351274562) | > loss_feat: 5.80349063873291 (8.143567266405494) | > loss_mel: 9.869674682617188 (12.905828965518015) | > loss_duration: 1.6488362550735474 (1.6700865297102097) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.316179275512695 (27.19055648114402) | > grad_norm_1: tensor(270.0556, device='cuda:0') (tensor(401.9271, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8189 (0.8510943545942679) | > loader_time: 0.0093 (0.009939842400364808)  --> TIME: 2025-05-11 09:22:12 -- STEP: 537/725 -- GLOBAL_STEP: 324800 | > loss_disc: 2.167463779449463 (2.215978667500743) | > loss_disc_real_0: 0.1666501760482788 (0.13928483866391003) | > loss_disc_real_1: 0.18595507740974426 (0.19056566609017675) | > loss_disc_real_2: 0.18372111022472382 (0.18852741783224664) | > loss_disc_real_3: 0.19940678775310516 (0.20616762251272316) | > loss_disc_real_4: 0.18798112869262695 (0.19628037512302396) | > loss_disc_real_5: 0.1954982429742813 (0.20923757555875475) | > loss_0: 2.167463779449463 (2.215978667500743) | > grad_norm_0: tensor(45.3726, device='cuda:0') (tensor(21.3384, device='cuda:0')) | > loss_gen: 2.921236515045166 (2.7507244674853113) | > loss_kl: 1.6550235748291016 (1.7213897538584704) | > loss_feat: 9.630000114440918 (8.16467280894019) | > loss_mel: 13.753081321716309 (12.941456162507748) | > loss_duration: 1.6968570947647095 (1.6709922589847273) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.656198501586914 (27.249235401828418) | > grad_norm_1: tensor(680.5400, device='cuda:0') (tensor(402.6134, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.856 (0.8511198823456436) | > loader_time: 0.0109 (0.009921206664328691)  --> TIME: 2025-05-11 09:22:55 -- STEP: 587/725 -- GLOBAL_STEP: 324850 | > loss_disc: 2.199373483657837 (2.214852001435509) | > loss_disc_real_0: 0.13024137914180756 (0.13931341395670546) | > loss_disc_real_1: 0.19155476987361908 (0.19050569867864384) | > loss_disc_real_2: 0.17559395730495453 (0.18844769356908747) | > loss_disc_real_3: 0.2073594480752945 (0.20624658579619198) | > loss_disc_real_4: 0.20483630895614624 (0.1963095005468372) | > loss_disc_real_5: 0.1837814748287201 (0.20877302502753173) | > loss_0: 2.199373483657837 (2.214852001435509) | > grad_norm_0: tensor(13.6663, device='cuda:0') (tensor(21.6019, device='cuda:0')) | > loss_gen: 2.8495633602142334 (2.752579544431308) | > loss_kl: 1.6112500429153442 (1.721751417171407) | > loss_feat: 9.099910736083984 (8.173339390470392) | > loss_mel: 13.233465194702148 (12.935973914762162) | > loss_duration: 1.655030608177185 (1.670652691306613) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.449220657348633 (27.254296925039462) | > grad_norm_1: tensor(360.1626, device='cuda:0') (tensor(402.6810, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8583 (0.8509232384585845) | > loader_time: 0.0097 (0.009935283985820297)  --> TIME: 2025-05-11 09:23:38 -- STEP: 637/725 -- GLOBAL_STEP: 324900 | > loss_disc: 2.0948402881622314 (2.2125159187631294) | > loss_disc_real_0: 0.09089575707912445 (0.13874865625071173) | > loss_disc_real_1: 0.17066103219985962 (0.19048321764079917) | > loss_disc_real_2: 0.15978005528450012 (0.18848280887027355) | > loss_disc_real_3: 0.21066319942474365 (0.20603513186636666) | > loss_disc_real_4: 0.19066359102725983 (0.1961274739805159) | > loss_disc_real_5: 0.20970946550369263 (0.20863979626768608) | > loss_0: 2.0948402881622314 (2.2125159187631294) | > grad_norm_0: tensor(27.9881, device='cuda:0') (tensor(21.3970, device='cuda:0')) | > loss_gen: 3.0127923488616943 (2.753448001631016) | > loss_kl: 1.7090330123901367 (1.7228787890408817) | > loss_feat: 9.398152351379395 (8.177607066964434) | > loss_mel: 15.123151779174805 (12.935579160693294) | > loss_duration: 1.63883638381958 (1.6705333166631458) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.88196563720703 (27.260046298687268) | > grad_norm_1: tensor(647.7998, device='cuda:0') (tensor(401.6151, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8482 (0.850986320893843) | > loader_time: 0.0101 (0.009922964045166783)  --> TIME: 2025-05-11 09:24:22 -- STEP: 687/725 -- GLOBAL_STEP: 324950 | > loss_disc: 2.164966583251953 (2.212160172073776) | > loss_disc_real_0: 0.11160723865032196 (0.13846975389266095) | > loss_disc_real_1: 0.20609089732170105 (0.19046611422361104) | > loss_disc_real_2: 0.1645175665616989 (0.18882286670079554) | > loss_disc_real_3: 0.20155082643032074 (0.20596667427943774) | > loss_disc_real_4: 0.18163280189037323 (0.19615622838685268) | > loss_disc_real_5: 0.1819760948419571 (0.20843649955989663) | > loss_0: 2.164966583251953 (2.212160172073776) | > grad_norm_0: tensor(19.0955, device='cuda:0') (tensor(21.5282, device='cuda:0')) | > loss_gen: 2.701083183288574 (2.755106153099475) | > loss_kl: 1.714807152748108 (1.724094707198886) | > loss_feat: 9.070693016052246 (8.184430335459933) | > loss_mel: 13.37475299835205 (12.948419479303476) | > loss_duration: 1.669722080230713 (1.6702878921139532) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.531057357788086 (27.282338543576785) | > grad_norm_1: tensor(627.6588, device='cuda:0') (tensor(405.3842, device='cuda:0')) | > current_lr_0: 0.0001906261854884226 | > current_lr_1: 0.0001906261854884226 | > step_time: 0.8657 (0.8513445763955816) | > loader_time: 0.0104 (0.009906466871369871)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.288853406906128 (2.288853406906128) | > loss_disc_real_0: 0.12333686649799347 (0.12333686649799347) | > loss_disc_real_1: 0.15063349902629852 (0.15063349902629852) | > loss_disc_real_2: 0.19647645950317383 (0.19647645950317383) | > loss_disc_real_3: 0.2541426122188568 (0.2541426122188568) | > loss_disc_real_4: 0.26942533254623413 (0.26942533254623413) | > loss_disc_real_5: 0.18411125242710114 (0.18411125242710114) | > loss_0: 2.288853406906128 (2.288853406906128) | > loss_gen: 2.6742939949035645 (2.6742939949035645) | > loss_kl: 2.1589128971099854 (2.1589128971099854) | > loss_feat: 9.277389526367188 (9.277389526367188) | > loss_mel: 14.393807411193848 (14.393807411193848) | > loss_duration: 1.7251321077346802 (1.7251321077346802) | > loss_1: 30.229534149169922 (30.229534149169922)  --> STEP: 1 | > loss_disc: 2.225818634033203 (2.225818634033203) | > loss_disc_real_0: 0.11374274641275406 (0.11374274641275406) | > loss_disc_real_1: 0.1672106236219406 (0.1672106236219406) | > loss_disc_real_2: 0.21837131679058075 (0.21837131679058075) | > loss_disc_real_3: 0.2576253414154053 (0.2576253414154053) | > loss_disc_real_4: 0.2316151261329651 (0.2316151261329651) | > loss_disc_real_5: 0.18047375977039337 (0.18047375977039337) | > loss_0: 2.225818634033203 (2.225818634033203) | > loss_gen: 2.7221901416778564 (2.7221901416778564) | > loss_kl: 1.9714815616607666 (1.9714815616607666) | > loss_feat: 8.752159118652344 (8.752159118652344) | > loss_mel: 14.188284873962402 (14.188284873962402) | > loss_duration: 1.8317854404449463 (1.8317854404449463) | > loss_1: 29.46590232849121 (29.46590232849121)  --> STEP: 2 | > loss_disc: 2.3522768020629883 (2.2890477180480957) | > loss_disc_real_0: 0.13748003542423248 (0.12561139091849327) | > loss_disc_real_1: 0.167037233710289 (0.1671239286661148) | > loss_disc_real_2: 0.23517683148384094 (0.22677407413721085) | > loss_disc_real_3: 0.2674543261528015 (0.2625398337841034) | > loss_disc_real_4: 0.2571496069431305 (0.2443823665380478) | > loss_disc_real_5: 0.21508121490478516 (0.19777748733758926) | > loss_0: 2.3522768020629883 (2.2890477180480957) | > loss_gen: 2.6380538940429688 (2.6801220178604126) | > loss_kl: 1.9726459980010986 (1.9720637798309326) | > loss_feat: 7.358738899230957 (8.05544900894165) | > loss_mel: 13.524368286132812 (13.856326580047607) | > loss_duration: 1.8649243116378784 (1.8483548760414124) | > loss_1: 27.35873031616211 (28.41231632232666)  --> STEP: 3 | > loss_disc: 2.281348705291748 (2.2864813804626465) | > loss_disc_real_0: 0.12317004054784775 (0.12479760746161143) | > loss_disc_real_1: 0.16724251210689545 (0.16716345647970834) | > loss_disc_real_2: 0.2240390181541443 (0.225862388809522) | > loss_disc_real_3: 0.24996213614940643 (0.2583472679058711) | > loss_disc_real_4: 0.2649422287940979 (0.25123565395673114) | > loss_disc_real_5: 0.2211356908082962 (0.20556355516115823) | > loss_0: 2.281348705291748 (2.2864813804626465) | > loss_gen: 2.7778358459472656 (2.7126932938893638) | > loss_kl: 2.0219650268554688 (1.9886975288391113) | > loss_feat: 8.684012413024902 (8.264970143636068) | > loss_mel: 14.903865814208984 (14.205506324768066) | > loss_duration: 1.842799186706543 (1.8465029795964558) | > loss_1: 30.230480194091797 (29.01837094624837)  --> STEP: 4 | > loss_disc: 2.3830759525299072 (2.3106300234794617) | > loss_disc_real_0: 0.13753637671470642 (0.12798229977488518) | > loss_disc_real_1: 0.17543122172355652 (0.1692303977906704) | > loss_disc_real_2: 0.226859450340271 (0.22611165419220924) | > loss_disc_real_3: 0.25605183839797974 (0.25777341052889824) | > loss_disc_real_4: 0.21922191977500916 (0.24323222041130066) | > loss_disc_real_5: 0.23325899243354797 (0.21248741447925568) | > loss_0: 2.3830759525299072 (2.3106300234794617) | > loss_gen: 2.4910621643066406 (2.657285511493683) | > loss_kl: 2.044983148574829 (2.0027689337730408) | > loss_feat: 6.791263580322266 (7.896543502807617) | > loss_mel: 12.15977954864502 (13.694074630737305) | > loss_duration: 1.7704145908355713 (1.8274808824062347) | > loss_1: 25.25750160217285 (28.078153610229492) --> EVAL PERFORMANCE | > avg_loader_time: 0.27810585498809814 (-0.0020852088928222656) | > avg_loss_disc: 2.3106300234794617 (-0.01864856481552124) | > avg_loss_disc_real_0: 0.12798229977488518 (-0.06107509136199951) | > avg_loss_disc_real_1: 0.1692303977906704 (+0.030003096908330917) | > avg_loss_disc_real_2: 0.22611165419220924 (-0.017558231949806213) | > avg_loss_disc_real_3: 0.25777341052889824 (+0.030260033905506134) | > avg_loss_disc_real_4: 0.24323222041130066 (+0.010033760219812393) | > avg_loss_disc_real_5: 0.21248741447925568 (-0.02684185653924942) | > avg_loss_0: 2.3106300234794617 (-0.01864856481552124) | > avg_loss_gen: 2.657285511493683 (-0.056062936782836914) | > avg_loss_kl: 2.0027689337730408 (+0.008913040161132812) | > avg_loss_feat: 7.896543502807617 (+0.22059965133666992) | > avg_loss_mel: 13.694074630737305 (+0.9755792617797852) | > avg_loss_duration: 1.8274808824062347 (+0.004969805479049683) | > avg_loss_1: 28.078153610229492 (+1.153998851776123)  > EPOCH: 385/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 09:25:01)   --> TIME: 2025-05-11 09:25:13 -- STEP: 12/725 -- GLOBAL_STEP: 325000 | > loss_disc: 2.232755184173584 (2.2338489492734275) | > loss_disc_real_0: 0.1633588969707489 (0.14698575312892595) | > loss_disc_real_1: 0.20593079924583435 (0.1950745445986589) | > loss_disc_real_2: 0.1983005851507187 (0.19812412559986115) | > loss_disc_real_3: 0.19723914563655853 (0.20727470020453134) | > loss_disc_real_4: 0.20456156134605408 (0.20330612113078436) | > loss_disc_real_5: 0.1777464896440506 (0.20004335418343544) | > loss_0: 2.232755184173584 (2.2338489492734275) | > grad_norm_0: tensor(20.0479, device='cuda:0') (tensor(29.5097, device='cuda:0')) | > loss_gen: 2.781525135040283 (2.7757136623064675) | > loss_kl: 1.5356117486953735 (1.694625695546468) | > loss_feat: 8.235225677490234 (7.979368646939595) | > loss_mel: 12.551915168762207 (12.95391289393107) | > loss_duration: 1.6958354711532593 (1.670872449874878) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.800113677978516 (27.074493408203125) | > grad_norm_1: tensor(327.7904, device='cuda:0') (tensor(446.8593, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.84 (0.8350254893302917) | > loader_time: 0.011 (0.01018226146697998) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_325000.pth  --> TIME: 2025-05-11 09:25:59 -- STEP: 62/725 -- GLOBAL_STEP: 325050 | > loss_disc: 2.2967851161956787 (2.212191031825158) | > loss_disc_real_0: 0.1480231136083603 (0.14011672860191715) | > loss_disc_real_1: 0.20544548332691193 (0.18947992473840714) | > loss_disc_real_2: 0.2134685218334198 (0.18927140557958236) | > loss_disc_real_3: 0.22136643528938293 (0.2066787923535993) | > loss_disc_real_4: 0.1780378818511963 (0.19622435036205477) | > loss_disc_real_5: 0.22724944353103638 (0.20892954401431546) | > loss_0: 2.2967851161956787 (2.212191031825158) | > grad_norm_0: tensor(16.7261, device='cuda:0') (tensor(17.3013, device='cuda:0')) | > loss_gen: 2.623480796813965 (2.728691035701383) | > loss_kl: 1.5440670251846313 (1.6939738604330248) | > loss_feat: 7.565346717834473 (8.17714693469386) | > loss_mel: 12.804203033447266 (12.940219063912668) | > loss_duration: 1.7110679149627686 (1.6667064735966344) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.248165130615234 (27.206737426019483) | > grad_norm_1: tensor(267.8427, device='cuda:0') (tensor(282.6862, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8565 (0.8513318953975555) | > loader_time: 0.0095 (0.010536090020210514)  --> TIME: 2025-05-11 09:26:42 -- STEP: 112/725 -- GLOBAL_STEP: 325100 | > loss_disc: 2.101903200149536 (2.20561536507947) | > loss_disc_real_0: 0.097421795129776 (0.13964783453515606) | > loss_disc_real_1: 0.18669451773166656 (0.1886963705931391) | > loss_disc_real_2: 0.18274495005607605 (0.1887545258338962) | > loss_disc_real_3: 0.2244855761528015 (0.20551397811089242) | > loss_disc_real_4: 0.19815504550933838 (0.19498700754983087) | > loss_disc_real_5: 0.18824759125709534 (0.20899590024990697) | > loss_0: 2.101903200149536 (2.20561536507947) | > grad_norm_0: tensor(26.0782, device='cuda:0') (tensor(17.1868, device='cuda:0')) | > loss_gen: 2.892286777496338 (2.7411586301667348) | > loss_kl: 1.6535277366638184 (1.7002694393907274) | > loss_feat: 9.32746696472168 (8.23648213062967) | > loss_mel: 14.162592887878418 (13.020579193319593) | > loss_duration: 1.6689972877502441 (1.6710734686681203) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.704872131347656 (27.369562898363387) | > grad_norm_1: tensor(670.7853, device='cuda:0') (tensor(290.1822, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8138 (0.8516685132469449) | > loader_time: 0.0094 (0.010329949004309526)  --> TIME: 2025-05-11 09:27:25 -- STEP: 162/725 -- GLOBAL_STEP: 325150 | > loss_disc: 2.154099464416504 (2.1987816036483356) | > loss_disc_real_0: 0.1685825139284134 (0.13958776751418178) | > loss_disc_real_1: 0.17240411043167114 (0.18857617381914157) | > loss_disc_real_2: 0.168773353099823 (0.1880723014473915) | > loss_disc_real_3: 0.18266570568084717 (0.20448406224633436) | > loss_disc_real_4: 0.14001116156578064 (0.19485936369057053) | > loss_disc_real_5: 0.24871456623077393 (0.20720528829612858) | > loss_0: 2.154099464416504 (2.1987816036483356) | > grad_norm_0: tensor(28.4581, device='cuda:0') (tensor(19.1706, device='cuda:0')) | > loss_gen: 2.773031711578369 (2.759412924448649) | > loss_kl: 1.7433620691299438 (1.7092956098509424) | > loss_feat: 9.303390502929688 (8.289790076973999) | > loss_mel: 14.386929512023926 (13.015197206426553) | > loss_duration: 1.6368356943130493 (1.6702259006323634) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.843547821044922 (27.443921807371538) | > grad_norm_1: tensor(498.1399, device='cuda:0') (tensor(330.1720, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8185 (0.847651583177072) | > loader_time: 0.0096 (0.01012149122026232)  --> TIME: 2025-05-11 09:28:08 -- STEP: 212/725 -- GLOBAL_STEP: 325200 | > loss_disc: 2.1941006183624268 (2.197312279692232) | > loss_disc_real_0: 0.14606668055057526 (0.1377279799923582) | > loss_disc_real_1: 0.18039745092391968 (0.18842933425363498) | > loss_disc_real_2: 0.17823132872581482 (0.18776510634793422) | > loss_disc_real_3: 0.1758147031068802 (0.20424401225908745) | > loss_disc_real_4: 0.1976614147424698 (0.19543341371529507) | > loss_disc_real_5: 0.21487019956111908 (0.2075915676102324) | > loss_0: 2.1941006183624268 (2.197312279692232) | > grad_norm_0: tensor(21.9861, device='cuda:0') (tensor(18.8186, device='cuda:0')) | > loss_gen: 2.881124496459961 (2.7634037541893295) | > loss_kl: 1.7886942625045776 (1.7062569884759076) | > loss_feat: 9.41280746459961 (8.310096023217685) | > loss_mel: 13.516154289245605 (13.045635317856412) | > loss_duration: 1.6916340589523315 (1.6698986972278016) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.29041290283203 (27.495290792213297) | > grad_norm_1: tensor(411.9551, device='cuda:0') (tensor(337.2425, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8374 (0.8485750454776692) | > loader_time: 0.0096 (0.010133011161156422)  --> TIME: 2025-05-11 09:28:51 -- STEP: 262/725 -- GLOBAL_STEP: 325250 | > loss_disc: 2.2539806365966797 (2.200154246264739) | > loss_disc_real_0: 0.1048443466424942 (0.13756750265264325) | > loss_disc_real_1: 0.190784752368927 (0.1888047860551426) | > loss_disc_real_2: 0.18191757798194885 (0.18806309889973574) | > loss_disc_real_3: 0.21685577929019928 (0.20473029572545115) | > loss_disc_real_4: 0.16144436597824097 (0.19555051573587737) | > loss_disc_real_5: 0.20602309703826904 (0.2078385599355662) | > loss_0: 2.2539806365966797 (2.200154246264739) | > grad_norm_0: tensor(11.7069, device='cuda:0') (tensor(19.3387, device='cuda:0')) | > loss_gen: 2.5601468086242676 (2.7634874918988643) | > loss_kl: 1.6268165111541748 (1.7118213244976888) | > loss_feat: 7.371535301208496 (8.294640999713923) | > loss_mel: 12.750060081481934 (13.02419535804341) | > loss_duration: 1.6572482585906982 (1.6707539417361483) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.96580696105957 (27.464899135909917) | > grad_norm_1: tensor(213.4217, device='cuda:0') (tensor(355.6706, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8876 (0.8474170688454431) | > loader_time: 0.0115 (0.010142941511314335)  --> TIME: 2025-05-11 09:29:34 -- STEP: 312/725 -- GLOBAL_STEP: 325300 | > loss_disc: 2.0583629608154297 (2.1988633068708263) | > loss_disc_real_0: 0.11756013333797455 (0.13764405381889674) | > loss_disc_real_1: 0.1763029396533966 (0.188580560999421) | > loss_disc_real_2: 0.16660988330841064 (0.18789980789789779) | > loss_disc_real_3: 0.1881607323884964 (0.2047290820628405) | > loss_disc_real_4: 0.17095862329006195 (0.19527610634955075) | > loss_disc_real_5: 0.1893719732761383 (0.20735055489990964) | > loss_0: 2.0583629608154297 (2.1988633068708263) | > grad_norm_0: tensor(18.5029, device='cuda:0') (tensor(19.7361, device='cuda:0')) | > loss_gen: 2.9111745357513428 (2.767144475227747) | > loss_kl: 1.7394990921020508 (1.7105148075482783) | > loss_feat: 9.283684730529785 (8.300188561280562) | > loss_mel: 14.513114929199219 (13.03628427248735) | > loss_duration: 1.67342209815979 (1.6693617174258606) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.120895385742188 (27.483493853838016) | > grad_norm_1: tensor(440.4782, device='cuda:0') (tensor(358.4271, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8255 (0.8475416722970135) | > loader_time: 0.0106 (0.0101298621067634)  --> TIME: 2025-05-11 09:30:17 -- STEP: 362/725 -- GLOBAL_STEP: 325350 | > loss_disc: 2.068523645401001 (2.197065527267877) | > loss_disc_real_0: 0.12251143157482147 (0.13715307655337775) | > loss_disc_real_1: 0.18583650887012482 (0.1883188247351356) | > loss_disc_real_2: 0.17811645567417145 (0.18757058519520134) | > loss_disc_real_3: 0.1940835565328598 (0.2046828274074839) | > loss_disc_real_4: 0.1656927615404129 (0.19535572769233536) | > loss_disc_real_5: 0.2446334958076477 (0.2076221787633159) | > loss_0: 2.068523645401001 (2.197065527267877) | > grad_norm_0: tensor(28.9519, device='cuda:0') (tensor(19.7528, device='cuda:0')) | > loss_gen: 2.9790260791778564 (2.767463043249772) | > loss_kl: 1.782708764076233 (1.7160682935082452) | > loss_feat: 9.138470649719238 (8.301234025322929) | > loss_mel: 14.125638008117676 (13.031802625287305) | > loss_duration: 1.6042931079864502 (1.6682814972176743) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.630138397216797 (27.484849503027142) | > grad_norm_1: tensor(466.8123, device='cuda:0') (tensor(360.9202, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8445 (0.8472847062579838) | > loader_time: 0.01 (0.010106990350544125)  --> TIME: 2025-05-11 09:31:00 -- STEP: 412/725 -- GLOBAL_STEP: 325400 | > loss_disc: 2.2664873600006104 (2.1971954709117862) | > loss_disc_real_0: 0.1607792228460312 (0.13686120712641373) | > loss_disc_real_1: 0.20785678923130035 (0.18860784039190664) | > loss_disc_real_2: 0.19612789154052734 (0.18792733322214136) | > loss_disc_real_3: 0.2089320868253708 (0.2048005106886035) | > loss_disc_real_4: 0.20362120866775513 (0.1952558716451659) | > loss_disc_real_5: 0.1852443665266037 (0.20725231935966368) | > loss_0: 2.2664873600006104 (2.1971954709117862) | > grad_norm_0: tensor(16.1653, device='cuda:0') (tensor(19.9029, device='cuda:0')) | > loss_gen: 2.7006635665893555 (2.7689814660155645) | > loss_kl: 1.8120285272598267 (1.7174111601797122) | > loss_feat: 7.392989158630371 (8.292905621158264) | > loss_mel: 11.785587310791016 (13.022437088697862) | > loss_duration: 1.6797130107879639 (1.669299356856393) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.370981216430664 (27.471034707374944) | > grad_norm_1: tensor(389.8063, device='cuda:0') (tensor(366.6006, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8618 (0.8465676122498746) | > loader_time: 0.0117 (0.010094993322798349)  --> TIME: 2025-05-11 09:31:42 -- STEP: 462/725 -- GLOBAL_STEP: 325450 | > loss_disc: 2.1747143268585205 (2.1964394808847674) | > loss_disc_real_0: 0.18019317090511322 (0.13671185695505764) | > loss_disc_real_1: 0.21803325414657593 (0.18887735600079286) | > loss_disc_real_2: 0.21412234008312225 (0.18800920596370435) | > loss_disc_real_3: 0.21387840807437897 (0.20470137313588874) | > loss_disc_real_4: 0.21552221477031708 (0.1950446508212007) | > loss_disc_real_5: 0.20545625686645508 (0.2072748087378808) | > loss_0: 2.1747143268585205 (2.1964394808847674) | > grad_norm_0: tensor(24.0969, device='cuda:0') (tensor(19.8687, device='cuda:0')) | > loss_gen: 2.810633420944214 (2.772112352507454) | > loss_kl: 1.7881234884262085 (1.7197191508817466) | > loss_feat: 8.41472053527832 (8.316920593187403) | > loss_mel: 13.96761417388916 (13.062317338340728) | > loss_duration: 1.6983919143676758 (1.669225082510994) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.679481506347656 (27.54029451510607) | > grad_norm_1: tensor(715.0704, device='cuda:0') (tensor(367.2460, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.7963 (0.8455304186065478) | > loader_time: 0.0102 (0.010091148413620986)  --> TIME: 2025-05-11 09:32:25 -- STEP: 512/725 -- GLOBAL_STEP: 325500 | > loss_disc: 2.1414520740509033 (2.1976054278202364) | > loss_disc_real_0: 0.11977285891771317 (0.13702979587833397) | > loss_disc_real_1: 0.1795978844165802 (0.1890357019437942) | > loss_disc_real_2: 0.20056068897247314 (0.1879423122736624) | > loss_disc_real_3: 0.20889784395694733 (0.2049341408710461) | > loss_disc_real_4: 0.178713858127594 (0.1951067567570135) | > loss_disc_real_5: 0.2233036309480667 (0.20706881585647358) | > loss_0: 2.1414520740509033 (2.1976054278202364) | > grad_norm_0: tensor(17.3534, device='cuda:0') (tensor(20.3046, device='cuda:0')) | > loss_gen: 2.8626861572265625 (2.7706072004511944) | > loss_kl: 1.7079999446868896 (1.7197008503135294) | > loss_feat: 8.287749290466309 (8.299117489717897) | > loss_mel: 13.235258102416992 (13.041643647477033) | > loss_duration: 1.6149117946624756 (1.670054966816679) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.70860481262207 (27.501124139875174) | > grad_norm_1: tensor(454.8313, device='cuda:0') (tensor(372.8055, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8542 (0.844951472245157) | > loader_time: 0.0101 (0.01008407399058342)  --> TIME: 2025-05-11 09:33:08 -- STEP: 562/725 -- GLOBAL_STEP: 325550 | > loss_disc: 2.141908884048462 (2.197175247389227) | > loss_disc_real_0: 0.1350218802690506 (0.13665578788762833) | > loss_disc_real_1: 0.1787063628435135 (0.18915723805113616) | > loss_disc_real_2: 0.17261137068271637 (0.18797881227795332) | > loss_disc_real_3: 0.1973133236169815 (0.20492060148419014) | > loss_disc_real_4: 0.20013953745365143 (0.19526810175159223) | > loss_disc_real_5: 0.19974713027477264 (0.20720352158215552) | > loss_0: 2.141908884048462 (2.197175247389227) | > grad_norm_0: tensor(8.8986, device='cuda:0') (tensor(20.3724, device='cuda:0')) | > loss_gen: 2.866683006286621 (2.7719003759669234) | > loss_kl: 1.6268672943115234 (1.721276091299023) | > loss_feat: 9.534051895141602 (8.314399489304346) | > loss_mel: 13.846685409545898 (13.065099429405459) | > loss_duration: 1.640373706817627 (1.6699778891543064) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.514659881591797 (27.54265328064507) | > grad_norm_1: tensor(193.2377, device='cuda:0') (tensor(373.9356, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8827 (0.8440569439816731) | > loader_time: 0.01 (0.010056588997620283)  --> TIME: 2025-05-11 09:33:51 -- STEP: 612/725 -- GLOBAL_STEP: 325600 | > loss_disc: 2.182687997817993 (2.196557627004736) | > loss_disc_real_0: 0.11633468419313431 (0.13620213265804682) | > loss_disc_real_1: 0.21171261370182037 (0.18938848580799847) | > loss_disc_real_2: 0.2243569940328598 (0.18825711219821106) | > loss_disc_real_3: 0.20042911171913147 (0.20489720345225199) | > loss_disc_real_4: 0.19388772547245026 (0.1951598071194942) | > loss_disc_real_5: 0.18886485695838928 (0.2072076445408896) | > loss_0: 2.182687997817993 (2.196557627004736) | > grad_norm_0: tensor(15.5021, device='cuda:0') (tensor(20.2778, device='cuda:0')) | > loss_gen: 2.759221076965332 (2.7715042825617826) | > loss_kl: 1.7133909463882446 (1.7217025501665726) | > loss_feat: 8.166838645935059 (8.309490683032013) | > loss_mel: 13.468932151794434 (13.067245020585908) | > loss_duration: 1.5913041830062866 (1.669529018254063) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.699687957763672 (27.539471539017416) | > grad_norm_1: tensor(115.2655, device='cuda:0') (tensor(374.0605, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8126 (0.844519304683785) | > loader_time: 0.0097 (0.010039983232036923)  --> TIME: 2025-05-11 09:34:34 -- STEP: 662/725 -- GLOBAL_STEP: 325650 | > loss_disc: 2.2077879905700684 (2.195500154149497) | > loss_disc_real_0: 0.12617069482803345 (0.13605486522808538) | > loss_disc_real_1: 0.21776141226291656 (0.18946448006748792) | > loss_disc_real_2: 0.20035353302955627 (0.1881853549141899) | > loss_disc_real_3: 0.20857208967208862 (0.20476514684019478) | > loss_disc_real_4: 0.2010248303413391 (0.194919347425422) | > loss_disc_real_5: 0.214533731341362 (0.20731381495733636) | > loss_0: 2.2077879905700684 (2.195500154149497) | > grad_norm_0: tensor(23.3633, device='cuda:0') (tensor(20.3140, device='cuda:0')) | > loss_gen: 2.7756924629211426 (2.7732379969513303) | > loss_kl: 1.77262282371521 (1.7215441942575114) | > loss_feat: 8.71885871887207 (8.314510548582966) | > loss_mel: 13.337729454040527 (13.074303673113224) | > loss_duration: 1.6938986778259277 (1.669841547386885) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.298803329467773 (27.553437964793773) | > grad_norm_1: tensor(559.1063, device='cuda:0') (tensor(374.8908, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8715 (0.8445392422085443) | > loader_time: 0.0109 (0.010047074531140296)  --> TIME: 2025-05-11 09:35:17 -- STEP: 712/725 -- GLOBAL_STEP: 325700 | > loss_disc: 2.242121934890747 (2.196772979551487) | > loss_disc_real_0: 0.11517949402332306 (0.13645862010464563) | > loss_disc_real_1: 0.1778557151556015 (0.18966804836154655) | > loss_disc_real_2: 0.22293993830680847 (0.18821984458338012) | > loss_disc_real_3: 0.21121561527252197 (0.2050157066727621) | > loss_disc_real_4: 0.20039348304271698 (0.19481022164141873) | > loss_disc_real_5: 0.24044577777385712 (0.20718004669617401) | > loss_0: 2.242121934890747 (2.196772979551487) | > grad_norm_0: tensor(25.0962, device='cuda:0') (tensor(20.5532, device='cuda:0')) | > loss_gen: 2.6964402198791504 (2.772775336597745) | > loss_kl: 1.8020609617233276 (1.7219266601827707) | > loss_feat: 7.8467326164245605 (8.305712942996719) | > loss_mel: 13.326035499572754 (13.07096490699254) | > loss_duration: 1.668041706085205 (1.6695418473374988) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.339309692382812 (27.540921704152993) | > grad_norm_1: tensor(339.0028, device='cuda:0') (tensor(376.6477, device='cuda:0')) | > current_lr_0: 0.00019060235721523656 | > current_lr_1: 0.00019060235721523656 | > step_time: 0.8177 (0.8445798714509171) | > loader_time: 0.0097 (0.010031305337220109)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.359539031982422 (2.359539031982422) | > loss_disc_real_0: 0.18599258363246918 (0.18599258363246918) | > loss_disc_real_1: 0.19632898271083832 (0.19632898271083832) | > loss_disc_real_2: 0.2430991232395172 (0.2430991232395172) | > loss_disc_real_3: 0.28205248713493347 (0.28205248713493347) | > loss_disc_real_4: 0.3017124533653259 (0.3017124533653259) | > loss_disc_real_5: 0.2567334771156311 (0.2567334771156311) | > loss_0: 2.359539031982422 (2.359539031982422) | > loss_gen: 3.210554361343384 (3.210554361343384) | > loss_kl: 2.226684093475342 (2.226684093475342) | > loss_feat: 8.109539985656738 (8.109539985656738) | > loss_mel: 13.610086441040039 (13.610086441040039) | > loss_duration: 1.7184627056121826 (1.7184627056121826) | > loss_1: 28.87532615661621 (28.87532615661621)  --> STEP: 1 | > loss_disc: 2.2536752223968506 (2.2536752223968506) | > loss_disc_real_0: 0.17491646111011505 (0.17491646111011505) | > loss_disc_real_1: 0.18435607850551605 (0.18435607850551605) | > loss_disc_real_2: 0.2298593819141388 (0.2298593819141388) | > loss_disc_real_3: 0.22960875928401947 (0.22960875928401947) | > loss_disc_real_4: 0.2782157361507416 (0.2782157361507416) | > loss_disc_real_5: 0.24212990701198578 (0.24212990701198578) | > loss_0: 2.2536752223968506 (2.2536752223968506) | > loss_gen: 3.2536466121673584 (3.2536466121673584) | > loss_kl: 2.07609224319458 (2.07609224319458) | > loss_feat: 8.288683891296387 (8.288683891296387) | > loss_mel: 13.546684265136719 (13.546684265136719) | > loss_duration: 1.831710696220398 (1.831710696220398) | > loss_1: 28.99681854248047 (28.99681854248047)  --> STEP: 2 | > loss_disc: 2.2876837253570557 (2.270679473876953) | > loss_disc_real_0: 0.17998531460762024 (0.17745088785886765) | > loss_disc_real_1: 0.18632957339286804 (0.18534282594919205) | > loss_disc_real_2: 0.24303196370601654 (0.23644567281007767) | > loss_disc_real_3: 0.25940245389938354 (0.2445056065917015) | > loss_disc_real_4: 0.30217140913009644 (0.290193572640419) | > loss_disc_real_5: 0.25237998366355896 (0.24725494533777237) | > loss_0: 2.2876837253570557 (2.270679473876953) | > loss_gen: 3.279452085494995 (3.2665493488311768) | > loss_kl: 2.173671007156372 (2.124881625175476) | > loss_feat: 8.452089309692383 (8.370386600494385) | > loss_mel: 14.308220863342285 (13.927452564239502) | > loss_duration: 1.8598806858062744 (1.8457956910133362) | > loss_1: 30.073312759399414 (29.53506565093994)  --> STEP: 3 | > loss_disc: 2.29585599899292 (2.279071648915609) | > loss_disc_real_0: 0.18373119831085205 (0.17954432467619577) | > loss_disc_real_1: 0.19207392632961273 (0.18758652607599893) | > loss_disc_real_2: 0.2234099805355072 (0.2321004420518875) | > loss_disc_real_3: 0.24006225168704987 (0.24302448829015097) | > loss_disc_real_4: 0.2990884780883789 (0.2931585411230723) | > loss_disc_real_5: 0.25780075788497925 (0.2507702161868413) | > loss_0: 2.29585599899292 (2.279071648915609) | > loss_gen: 3.2925076484680176 (3.2752021153767905) | > loss_kl: 2.105271100997925 (2.118344783782959) | > loss_feat: 8.420056343078613 (8.386943181355795) | > loss_mel: 13.83508586883545 (13.896663665771484) | > loss_duration: 1.8505727052688599 (1.8473880290985107) | > loss_1: 29.50349235534668 (29.52454121907552)  --> STEP: 4 | > loss_disc: 2.387212038040161 (2.306106746196747) | > loss_disc_real_0: 0.18798089027404785 (0.1816534660756588) | > loss_disc_real_1: 0.22611059248447418 (0.19721754267811775) | > loss_disc_real_2: 0.2579716742038727 (0.2385682500898838) | > loss_disc_real_3: 0.2452215552330017 (0.24357375502586365) | > loss_disc_real_4: 0.26980507373809814 (0.28732017427682877) | > loss_disc_real_5: 0.22843067348003387 (0.24518533051013947) | > loss_0: 2.387212038040161 (2.306106746196747) | > loss_gen: 3.100564479827881 (3.231542706489563) | > loss_kl: 2.0695831775665283 (2.1061543822288513) | > loss_feat: 8.625083923339844 (8.446478366851807) | > loss_mel: 13.8919677734375 (13.895489692687988) | > loss_duration: 1.761354923248291 (1.8258797526359558) | > loss_1: 29.44855499267578 (29.505544662475586) --> EVAL PERFORMANCE | > avg_loader_time: 0.2762454152107239 (-0.0018604397773742676) | > avg_loss_disc: 2.306106746196747 (-0.004523277282714844) | > avg_loss_disc_real_0: 0.1816534660756588 (+0.05367116630077362) | > avg_loss_disc_real_1: 0.19721754267811775 (+0.027987144887447357) | > avg_loss_disc_real_2: 0.2385682500898838 (+0.01245659589767456) | > avg_loss_disc_real_3: 0.24357375502586365 (-0.014199655503034592) | > avg_loss_disc_real_4: 0.28732017427682877 (+0.04408795386552811) | > avg_loss_disc_real_5: 0.24518533051013947 (+0.03269791603088379) | > avg_loss_0: 2.306106746196747 (-0.004523277282714844) | > avg_loss_gen: 3.231542706489563 (+0.5742571949958801) | > avg_loss_kl: 2.1061543822288513 (+0.10338544845581055) | > avg_loss_feat: 8.446478366851807 (+0.5499348640441895) | > avg_loss_mel: 13.895489692687988 (+0.2014150619506836) | > avg_loss_duration: 1.8258797526359558 (-0.0016011297702789307) | > avg_loss_1: 29.505544662475586 (+1.4273910522460938)  > EPOCH: 386/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 09:35:34)   --> TIME: 2025-05-11 09:36:08 -- STEP: 37/725 -- GLOBAL_STEP: 325750 | > loss_disc: 2.244934320449829 (2.20257670170552) | > loss_disc_real_0: 0.09559973329305649 (0.13543232349125114) | > loss_disc_real_1: 0.1966758370399475 (0.19368690655038162) | > loss_disc_real_2: 0.20833514630794525 (0.18904403375612722) | > loss_disc_real_3: 0.1972590833902359 (0.20469106089424444) | > loss_disc_real_4: 0.1734851598739624 (0.1943751013762242) | > loss_disc_real_5: 0.18710565567016602 (0.20747900532709584) | > loss_0: 2.244934320449829 (2.20257670170552) | > grad_norm_0: tensor(9.9361, device='cuda:0') (tensor(20.1083, device='cuda:0')) | > loss_gen: 2.6330974102020264 (2.741371180560138) | > loss_kl: 1.540837049484253 (1.7794062833528261) | > loss_feat: 7.9099249839782715 (8.269532461424133) | > loss_mel: 12.591336250305176 (13.016142664728937) | > loss_duration: 1.6645827293395996 (1.6657157330899626) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.339778900146484 (27.472168793549407) | > grad_norm_1: tensor(354.7203, device='cuda:0') (tensor(408.9972, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8554 (0.8443945356317468) | > loader_time: 0.0098 (0.010254524849556588)  --> TIME: 2025-05-11 09:36:51 -- STEP: 87/725 -- GLOBAL_STEP: 325800 | > loss_disc: 2.2206809520721436 (2.2027048132885474) | > loss_disc_real_0: 0.2029731124639511 (0.1366025956197717) | > loss_disc_real_1: 0.17523187398910522 (0.19286232450227625) | > loss_disc_real_2: 0.1780339926481247 (0.18761785585304783) | > loss_disc_real_3: 0.18726328015327454 (0.2052520770451118) | > loss_disc_real_4: 0.20209403336048126 (0.19476710465447655) | > loss_disc_real_5: 0.20548440515995026 (0.20750863661711239) | > loss_0: 2.2206809520721436 (2.2027048132885474) | > grad_norm_0: tensor(32.3129, device='cuda:0') (tensor(21.3755, device='cuda:0')) | > loss_gen: 2.787337303161621 (2.766196286541292) | > loss_kl: 1.5726157426834106 (1.7344484493650236) | > loss_feat: 8.987472534179688 (8.29165197788984) | > loss_mel: 13.952035903930664 (12.978682156266837) | > loss_duration: 1.6483250856399536 (1.666276431631768) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.947786331176758 (27.437255574368884) | > grad_norm_1: tensor(420.4608, device='cuda:0') (tensor(415.8817, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8198 (0.8453061224400312) | > loader_time: 0.0096 (0.010007537644484947)  --> TIME: 2025-05-11 09:37:34 -- STEP: 137/725 -- GLOBAL_STEP: 325850 | > loss_disc: 2.1907052993774414 (2.192357514026392) | > loss_disc_real_0: 0.1570630967617035 (0.13610675071712827) | > loss_disc_real_1: 0.19086389243602753 (0.19058714785280018) | > loss_disc_real_2: 0.18103931844234467 (0.1866301859382295) | > loss_disc_real_3: 0.22287079691886902 (0.20452642038355778) | > loss_disc_real_4: 0.20309250056743622 (0.1937614081114748) | > loss_disc_real_5: 0.2147119790315628 (0.20667790050489188) | > loss_0: 2.1907052993774414 (2.192357514026392) | > grad_norm_0: tensor(12.5400, device='cuda:0') (tensor(22.0164, device='cuda:0')) | > loss_gen: 2.8435723781585693 (2.7778493609741655) | > loss_kl: 1.6927927732467651 (1.714763679643617) | > loss_feat: 7.871872901916504 (8.310793284952208) | > loss_mel: 11.786725997924805 (13.00486208226559) | > loss_duration: 1.6436705589294434 (1.6683662520707958) | > amp_scaler: 256.0 (257.86861313868616) | > loss_1: 25.838634490966797 (27.47663479825876) | > grad_norm_1: tensor(96.0448, device='cuda:0') (tensor(406.7881, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.821 (0.8465817235682134) | > loader_time: 0.0086 (0.009845930294398843)  --> TIME: 2025-05-11 09:38:17 -- STEP: 187/725 -- GLOBAL_STEP: 325900 | > loss_disc: 2.1160566806793213 (2.192153233257845) | > loss_disc_real_0: 0.1416199952363968 (0.13560674494919292) | > loss_disc_real_1: 0.18407079577445984 (0.1905399304341505) | > loss_disc_real_2: 0.18602392077445984 (0.18687209032754848) | > loss_disc_real_3: 0.22277803719043732 (0.2044727383928503) | > loss_disc_real_4: 0.17876036465168 (0.19370239112466417) | > loss_disc_real_5: 0.22711558640003204 (0.2069486141364204) | > loss_0: 2.1160566806793213 (2.192153233257845) | > grad_norm_0: tensor(29.8348, device='cuda:0') (tensor(21.9223, device='cuda:0')) | > loss_gen: 2.8017871379852295 (2.7722817130267314) | > loss_kl: 1.775472640991211 (1.7166398585161424) | > loss_feat: 8.742685317993164 (8.315470259457356) | > loss_mel: 12.951434135437012 (13.009518006268669) | > loss_duration: 1.7027318477630615 (1.669632356434583) | > amp_scaler: 256.0 (257.36898395721926) | > loss_1: 27.974111557006836 (27.483542243427134) | > grad_norm_1: tensor(622.2552, device='cuda:0') (tensor(406.9056, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8647 (0.8471766844152767) | > loader_time: 0.0102 (0.00983292278758983)  --> TIME: 2025-05-11 09:39:01 -- STEP: 237/725 -- GLOBAL_STEP: 325950 | > loss_disc: 2.059403657913208 (2.192933001598729) | > loss_disc_real_0: 0.19054555892944336 (0.1361665702130222) | > loss_disc_real_1: 0.18323731422424316 (0.19027689696615757) | > loss_disc_real_2: 0.16890527307987213 (0.18721227461024176) | > loss_disc_real_3: 0.20925787091255188 (0.2045234210380522) | > loss_disc_real_4: 0.2101612389087677 (0.19426689715073583) | > loss_disc_real_5: 0.19491790235042572 (0.20637154434552166) | > loss_0: 2.059403657913208 (2.192933001598729) | > grad_norm_0: tensor(43.9110, device='cuda:0') (tensor(22.4180, device='cuda:0')) | > loss_gen: 2.9809327125549316 (2.78251274929771) | > loss_kl: 1.7208425998687744 (1.7277729184315678) | > loss_feat: 10.23524284362793 (8.353916168212894) | > loss_mel: 15.218404769897461 (13.065666078012201) | > loss_duration: 1.658949375152588 (1.669450062236706) | > amp_scaler: 256.0 (257.08016877637147) | > loss_1: 31.81437110900879 (27.59931799329283) | > grad_norm_1: tensor(527.2953, device='cuda:0') (tensor(411.8827, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8183 (0.8498404901238936) | > loader_time: 0.009 (0.009870923521146498)  --> TIME: 2025-05-11 09:39:44 -- STEP: 287/725 -- GLOBAL_STEP: 326000 | > loss_disc: 2.2462286949157715 (2.2016909251229695) | > loss_disc_real_0: 0.11280648410320282 (0.13787723506576927) | > loss_disc_real_1: 0.20894639194011688 (0.19065908480188987) | > loss_disc_real_2: 0.2162652164697647 (0.18806648602261355) | > loss_disc_real_3: 0.239734947681427 (0.2046390082362637) | > loss_disc_real_4: 0.21345554292201996 (0.1949666195941719) | > loss_disc_real_5: 0.20417988300323486 (0.20733957766240477) | > loss_0: 2.2462286949157715 (2.2016909251229695) | > grad_norm_0: tensor(6.4265, device='cuda:0') (tensor(22.0511, device='cuda:0')) | > loss_gen: 2.858668327331543 (2.7716448930082427) | > loss_kl: 1.662209153175354 (1.7251087231918496) | > loss_feat: 8.971924781799316 (8.296129648693771) | > loss_mel: 14.090863227844238 (13.01172142161725) | > loss_duration: 1.6643166542053223 (1.6693054142729336) | > amp_scaler: 256.0 (256.8919860627179) | > loss_1: 29.247983932495117 (27.473910148966194) | > grad_norm_1: tensor(265.4532, device='cuda:0') (tensor(404.7280, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.7995 (0.849448414214397) | > loader_time: 0.0094 (0.009895722625147593) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_326000.pth  --> TIME: 2025-05-11 09:40:29 -- STEP: 337/725 -- GLOBAL_STEP: 326050 | > loss_disc: 2.0667738914489746 (2.204219074560556) | > loss_disc_real_0: 0.1032944768667221 (0.13795217033752) | > loss_disc_real_1: 0.17681369185447693 (0.19083720078631042) | > loss_disc_real_2: 0.16388750076293945 (0.18811226023764574) | > loss_disc_real_3: 0.18856897950172424 (0.20476406914367165) | > loss_disc_real_4: 0.1789390742778778 (0.19510470007930392) | > loss_disc_real_5: 0.19989512860774994 (0.20761921347425663) | > loss_0: 2.0667738914489746 (2.204219074560556) | > grad_norm_0: tensor(31.0788, device='cuda:0') (tensor(21.7613, device='cuda:0')) | > loss_gen: 2.904454469680786 (2.765029381573732) | > loss_kl: 1.790900707244873 (1.7192113969021805) | > loss_feat: 8.643166542053223 (8.27613501166732) | > loss_mel: 13.919575691223145 (12.987611487640471) | > loss_duration: 1.647965908050537 (1.6689820356821816) | > amp_scaler: 256.0 (256.7596439169142) | > loss_1: 28.906063079833984 (27.416969361574083) | > grad_norm_1: tensor(535.6135, device='cuda:0') (tensor(398.7245, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8861 (0.8500147276179376) | > loader_time: 0.0107 (0.009911938307900813)  --> TIME: 2025-05-11 09:41:13 -- STEP: 387/725 -- GLOBAL_STEP: 326100 | > loss_disc: 2.277237892150879 (2.2033706974305547) | > loss_disc_real_0: 0.1327040046453476 (0.1376877507575108) | > loss_disc_real_1: 0.21957923471927643 (0.19104609039710782) | > loss_disc_real_2: 0.2044227123260498 (0.18812027492726505) | > loss_disc_real_3: 0.19716763496398926 (0.20465371047341546) | > loss_disc_real_4: 0.17792102694511414 (0.1947535388075413) | > loss_disc_real_5: 0.2045794576406479 (0.20749702560655206) | > loss_0: 2.277237892150879 (2.2033706974305547) | > grad_norm_0: tensor(13.7889, device='cuda:0') (tensor(21.5764, device='cuda:0')) | > loss_gen: 2.8025763034820557 (2.7665500542298163) | > loss_kl: 1.771134614944458 (1.7209287173372214) | > loss_feat: 7.335018634796143 (8.2693825544313) | > loss_mel: 12.491893768310547 (12.99065064521415) | > loss_duration: 1.7483305931091309 (1.6691408825783163) | > amp_scaler: 256.0 (256.66149870801064) | > loss_1: 26.148954391479492 (27.41665290615664) | > grad_norm_1: tensor(348.2433, device='cuda:0') (tensor(399.3093, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.859 (0.8500771448593734) | > loader_time: 0.0096 (0.009902970119348185)  --> TIME: 2025-05-11 09:41:56 -- STEP: 437/725 -- GLOBAL_STEP: 326150 | > loss_disc: 2.2119641304016113 (2.204518777009279) | > loss_disc_real_0: 0.11600789427757263 (0.13774951100690433) | > loss_disc_real_1: 0.15340833365917206 (0.19127116238088848) | > loss_disc_real_2: 0.18950597941875458 (0.18790322450123886) | > loss_disc_real_3: 0.21234960854053497 (0.20492291907423968) | > loss_disc_real_4: 0.1762559413909912 (0.19476959446884134) | > loss_disc_real_5: 0.2501929700374603 (0.20763252638024646) | > loss_0: 2.2119641304016113 (2.204518777009279) | > grad_norm_0: tensor(46.3849, device='cuda:0') (tensor(21.8653, device='cuda:0')) | > loss_gen: 2.6268796920776367 (2.7679416156742622) | > loss_kl: 1.745241641998291 (1.7228885032492316) | > loss_feat: 8.002521514892578 (8.273412778666694) | > loss_mel: 13.809369087219238 (12.995320619107384) | > loss_duration: 1.6244111061096191 (1.6688424447035637) | > amp_scaler: 256.0 (256.5858123569796) | > loss_1: 27.80842399597168 (27.428405966856936) | > grad_norm_1: tensor(464.2302, device='cuda:0') (tensor(396.8237, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.9002 (0.8501598223941552) | > loader_time: 0.0098 (0.009912481024281664)  --> TIME: 2025-05-11 09:42:39 -- STEP: 487/725 -- GLOBAL_STEP: 326200 | > loss_disc: 2.1261534690856934 (2.206163900344034) | > loss_disc_real_0: 0.12285551428794861 (0.13776598324582334) | > loss_disc_real_1: 0.18188835680484772 (0.19123817860957779) | > loss_disc_real_2: 0.1673453152179718 (0.18797837206959975) | > loss_disc_real_3: 0.1825896054506302 (0.20497146989285822) | > loss_disc_real_4: 0.22578251361846924 (0.19480832019013797) | > loss_disc_real_5: 0.2042471468448639 (0.20806320335953138) | > loss_0: 2.1261534690856934 (2.206163900344034) | > grad_norm_0: tensor(12.5891, device='cuda:0') (tensor(21.4363, device='cuda:0')) | > loss_gen: 2.8883936405181885 (2.7613573446410893) | > loss_kl: 1.609142541885376 (1.7205268964630378) | > loss_feat: 8.521154403686523 (8.249902071159731) | > loss_mel: 12.774280548095703 (12.981335467626426) | > loss_duration: 1.6587010622024536 (1.6692304785001948) | > amp_scaler: 256.0 (256.5256673511295) | > loss_1: 27.451671600341797 (27.382352272832666) | > grad_norm_1: tensor(281.0042, device='cuda:0') (tensor(389.2428, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.805 (0.8498924155499659) | > loader_time: 0.0101 (0.00991799992947119)  --> TIME: 2025-05-11 09:43:23 -- STEP: 537/725 -- GLOBAL_STEP: 326250 | > loss_disc: 2.334164619445801 (2.206712535861706) | > loss_disc_real_0: 0.1642305552959442 (0.13789141574940442) | > loss_disc_real_1: 0.19843469560146332 (0.19103090903501493) | > loss_disc_real_2: 0.2277151346206665 (0.18837252606115754) | > loss_disc_real_3: 0.22152285277843475 (0.20484138950289293) | > loss_disc_real_4: 0.22277508676052094 (0.19504336405066808) | > loss_disc_real_5: 0.21680772304534912 (0.20826334929444043) | > loss_0: 2.334164619445801 (2.206712535861706) | > grad_norm_0: tensor(18.2439, device='cuda:0') (tensor(21.1310, device='cuda:0')) | > loss_gen: 2.700725793838501 (2.7607040298717656) | > loss_kl: 1.7520300149917603 (1.7202221810040748) | > loss_feat: 7.035674571990967 (8.250637688450315) | > loss_mel: 11.320777893066406 (12.981734098224889) | > loss_duration: 1.697001576423645 (1.669657536725093) | > amp_scaler: 256.0 (256.4767225325886) | > loss_1: 24.506210327148438 (27.382955529836305) | > grad_norm_1: tensor(437.4907, device='cuda:0') (tensor(384.7080, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.845 (0.8508374313624436) | > loader_time: 0.0098 (0.009924185786611325)  --> TIME: 2025-05-11 09:44:06 -- STEP: 587/725 -- GLOBAL_STEP: 326300 | > loss_disc: 2.3135149478912354 (2.2065680534713707) | > loss_disc_real_0: 0.11093998700380325 (0.13776113242672514) | > loss_disc_real_1: 0.19426915049552917 (0.19126126434165333) | > loss_disc_real_2: 0.18534336984157562 (0.18836946018814435) | > loss_disc_real_3: 0.22673606872558594 (0.2047328650189827) | > loss_disc_real_4: 0.20113900303840637 (0.1949265561934427) | > loss_disc_real_5: 0.25696825981140137 (0.20817411979073353) | > loss_0: 2.3135149478912354 (2.2065680534713707) | > grad_norm_0: tensor(18.6787, device='cuda:0') (tensor(21.2812, device='cuda:0')) | > loss_gen: 2.624629020690918 (2.761823554258331) | > loss_kl: 1.601176381111145 (1.7203051432637173) | > loss_feat: 7.396549224853516 (8.25729715032107) | > loss_mel: 11.78567886352539 (12.974660405511543) | > loss_duration: 1.6574273109436035 (1.6692241030210546) | > amp_scaler: 256.0 (256.4361158432711) | > loss_1: 25.065462112426758 (27.383310366732907) | > grad_norm_1: tensor(500.6499, device='cuda:0') (tensor(386.4592, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8602 (0.8503326220244322) | > loader_time: 0.0095 (0.009905395556552251)  --> TIME: 2025-05-11 09:44:49 -- STEP: 637/725 -- GLOBAL_STEP: 326350 | > loss_disc: 2.273833990097046 (2.204846344899904) | > loss_disc_real_0: 0.14107286930084229 (0.13736584972081442) | > loss_disc_real_1: 0.20556187629699707 (0.19116989068184018) | > loss_disc_real_2: 0.18360605835914612 (0.18837515616809944) | > loss_disc_real_3: 0.20129038393497467 (0.20473398977022156) | > loss_disc_real_4: 0.2000098079442978 (0.19497405013633853) | > loss_disc_real_5: 0.23472444713115692 (0.20782424806612815) | > loss_0: 2.273833990097046 (2.204846344899904) | > grad_norm_0: tensor(36.0153, device='cuda:0') (tensor(21.3034, device='cuda:0')) | > loss_gen: 2.7066617012023926 (2.764979538775316) | > loss_kl: 1.800592303276062 (1.7192108614291273) | > loss_feat: 7.802206993103027 (8.270546943838223) | > loss_mel: 12.476736068725586 (12.978350685754414) | > loss_duration: 1.6439112424850464 (1.6688740378833478) | > amp_scaler: 256.0 (256.4018838304553) | > loss_1: 26.43010902404785 (27.401962100617364) | > grad_norm_1: tensor(519.1011, device='cuda:0') (tensor(388.3764, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8525 (0.8504565252426844) | > loader_time: 0.0098 (0.009890144249333694)  --> TIME: 2025-05-11 09:45:32 -- STEP: 687/725 -- GLOBAL_STEP: 326400 | > loss_disc: 2.26924991607666 (2.2052711317806413) | > loss_disc_real_0: 0.10035468637943268 (0.13758836776625485) | > loss_disc_real_1: 0.18021991848945618 (0.19109444114145052) | > loss_disc_real_2: 0.20907984673976898 (0.18833946971306825) | > loss_disc_real_3: 0.22590699791908264 (0.20479371195884077) | > loss_disc_real_4: 0.18420995771884918 (0.19497353753842286) | > loss_disc_real_5: 0.18139901757240295 (0.207708420841975) | > loss_0: 2.26924991607666 (2.2052711317806413) | > grad_norm_0: tensor(17.4935, device='cuda:0') (tensor(21.5814, device='cuda:0')) | > loss_gen: 2.744215488433838 (2.766286368626871) | > loss_kl: 1.747273564338684 (1.720170336172223) | > loss_feat: 8.010919570922852 (8.269190279503924) | > loss_mel: 12.498104095458984 (12.988761306329586) | > loss_duration: 1.6780352592468262 (1.6689892797317416) | > amp_scaler: 256.0 (256.37263464337707) | > loss_1: 26.67854881286621 (27.413397601598216) | > grad_norm_1: tensor(439.4812, device='cuda:0') (tensor(391.6027, device='cuda:0')) | > current_lr_0: 0.00019057853192058465 | > current_lr_1: 0.00019057853192058465 | > step_time: 0.8676 (0.849975328431553) | > loader_time: 0.0104 (0.009894856545949444)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2442314624786377 (2.2442314624786377) | > loss_disc_real_0: 0.15793608129024506 (0.15793608129024506) | > loss_disc_real_1: 0.23433929681777954 (0.23433929681777954) | > loss_disc_real_2: 0.21180188655853271 (0.21180188655853271) | > loss_disc_real_3: 0.1984129250049591 (0.1984129250049591) | > loss_disc_real_4: 0.2159842848777771 (0.2159842848777771) | > loss_disc_real_5: 0.23701682686805725 (0.23701682686805725) | > loss_0: 2.2442314624786377 (2.2442314624786377) | > loss_gen: 2.9201908111572266 (2.9201908111572266) | > loss_kl: 2.2872314453125 (2.2872314453125) | > loss_feat: 8.660213470458984 (8.660213470458984) | > loss_mel: 13.675252914428711 (13.675252914428711) | > loss_duration: 1.728652834892273 (1.728652834892273) | > loss_1: 29.271541595458984 (29.271541595458984)  --> STEP: 1 | > loss_disc: 2.321018934249878 (2.321018934249878) | > loss_disc_real_0: 0.1766359508037567 (0.1766359508037567) | > loss_disc_real_1: 0.24500146508216858 (0.24500146508216858) | > loss_disc_real_2: 0.22044938802719116 (0.22044938802719116) | > loss_disc_real_3: 0.20272913575172424 (0.20272913575172424) | > loss_disc_real_4: 0.2394179254770279 (0.2394179254770279) | > loss_disc_real_5: 0.26717904210090637 (0.26717904210090637) | > loss_0: 2.321018934249878 (2.321018934249878) | > loss_gen: 2.8670401573181152 (2.8670401573181152) | > loss_kl: 2.288072347640991 (2.288072347640991) | > loss_feat: 8.034782409667969 (8.034782409667969) | > loss_mel: 13.541495323181152 (13.541495323181152) | > loss_duration: 1.8326539993286133 (1.8326539993286133) | > loss_1: 28.564044952392578 (28.564044952392578)  --> STEP: 2 | > loss_disc: 2.28518009185791 (2.303099513053894) | > loss_disc_real_0: 0.16417668759822845 (0.17040631920099258) | > loss_disc_real_1: 0.23753489553928375 (0.24126818031072617) | > loss_disc_real_2: 0.2271435558795929 (0.22379647195339203) | > loss_disc_real_3: 0.19262073934078217 (0.1976749375462532) | > loss_disc_real_4: 0.213229700922966 (0.22632381319999695) | > loss_disc_real_5: 0.23786644637584686 (0.2525227442383766) | > loss_0: 2.28518009185791 (2.303099513053894) | > loss_gen: 2.8113107681274414 (2.8391754627227783) | > loss_kl: 2.1115822792053223 (2.1998273134231567) | > loss_feat: 8.534468650817871 (8.28462553024292) | > loss_mel: 14.311042785644531 (13.926269054412842) | > loss_duration: 1.8683216571807861 (1.8504878282546997) | > loss_1: 29.636728286743164 (29.10038661956787)  --> STEP: 3 | > loss_disc: 2.3086066246032715 (2.3049352169036865) | > loss_disc_real_0: 0.1557706594467163 (0.16552776594956717) | > loss_disc_real_1: 0.2463109940290451 (0.2429491182168325) | > loss_disc_real_2: 0.204135462641716 (0.21724280218283334) | > loss_disc_real_3: 0.20240236818790436 (0.19925074776013693) | > loss_disc_real_4: 0.2304593026638031 (0.22770230968793234) | > loss_disc_real_5: 0.24374128878116608 (0.24959559241930643) | > loss_0: 2.3086066246032715 (2.3049352169036865) | > loss_gen: 2.7307136058807373 (2.803021510442098) | > loss_kl: 1.885156273841858 (2.094936966896057) | > loss_feat: 7.853063583374023 (8.140771547953287) | > loss_mel: 13.328938484191895 (13.727158864339193) | > loss_duration: 1.8433895111083984 (1.8481217225392659) | > loss_1: 27.641260147094727 (28.61401112874349)  --> STEP: 4 | > loss_disc: 2.2609198093414307 (2.2939313650131226) | > loss_disc_real_0: 0.15880396962165833 (0.16384681686758995) | > loss_disc_real_1: 0.24853798747062683 (0.24434633553028107) | > loss_disc_real_2: 0.18434575200080872 (0.2090185396373272) | > loss_disc_real_3: 0.2019178867340088 (0.1999175325036049) | > loss_disc_real_4: 0.21188421547412872 (0.22374778613448143) | > loss_disc_real_5: 0.26702365279197693 (0.25395260751247406) | > loss_0: 2.2609198093414307 (2.2939313650131226) | > loss_gen: 2.8298919200897217 (2.809739112854004) | > loss_kl: 1.8039857149124146 (2.0221991539001465) | > loss_feat: 8.245932579040527 (8.167061805725098) | > loss_mel: 13.827022552490234 (13.752124786376953) | > loss_duration: 1.7919342517852783 (1.834074854850769) | > loss_1: 28.498767852783203 (28.585200309753418) --> EVAL PERFORMANCE | > avg_loader_time: 0.27732133865356445 (+0.0010759234428405762) | > avg_loss_disc: 2.2939313650131226 (-0.012175381183624268) | > avg_loss_disc_real_0: 0.16384681686758995 (-0.017806649208068848) | > avg_loss_disc_real_1: 0.24434633553028107 (+0.047128792852163315) | > avg_loss_disc_real_2: 0.2090185396373272 (-0.02954971045255661) | > avg_loss_disc_real_3: 0.1999175325036049 (-0.04365622252225876) | > avg_loss_disc_real_4: 0.22374778613448143 (-0.06357238814234734) | > avg_loss_disc_real_5: 0.25395260751247406 (+0.008767277002334595) | > avg_loss_0: 2.2939313650131226 (-0.012175381183624268) | > avg_loss_gen: 2.809739112854004 (-0.4218035936355591) | > avg_loss_kl: 2.0221991539001465 (-0.08395522832870483) | > avg_loss_feat: 8.167061805725098 (-0.279416561126709) | > avg_loss_mel: 13.752124786376953 (-0.14336490631103516) | > avg_loss_duration: 1.834074854850769 (+0.008195102214813232) | > avg_loss_1: 28.585200309753418 (-0.920344352722168)  > EPOCH: 387/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 09:46:11)   --> TIME: 2025-05-11 09:46:23 -- STEP: 12/725 -- GLOBAL_STEP: 326450 | > loss_disc: 2.2595295906066895 (2.2178746461868286) | > loss_disc_real_0: 0.14383161067962646 (0.14478105927507082) | > loss_disc_real_1: 0.1893908530473709 (0.19118998323877653) | > loss_disc_real_2: 0.20734424889087677 (0.19057017813126245) | > loss_disc_real_3: 0.249439537525177 (0.20423627272248268) | > loss_disc_real_4: 0.1861288845539093 (0.19711986805001894) | > loss_disc_real_5: 0.21536016464233398 (0.21931525816520056) | > loss_0: 2.2595295906066895 (2.2178746461868286) | > grad_norm_0: tensor(22.3148, device='cuda:0') (tensor(25.1668, device='cuda:0')) | > loss_gen: 2.641078233718872 (2.7278142174084983) | > loss_kl: 1.7216854095458984 (1.6834974487622578) | > loss_feat: 7.64979362487793 (7.960950056711833) | > loss_mel: 12.213724136352539 (12.94602370262146) | > loss_duration: 1.7162425518035889 (1.6675735712051392) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.942523956298828 (26.98585907618205) | > grad_norm_1: tensor(565.5723, device='cuda:0') (tensor(360.4759, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8423 (0.8340461651484171) | > loader_time: 0.0108 (0.011533637841542562)  --> TIME: 2025-05-11 09:47:07 -- STEP: 62/725 -- GLOBAL_STEP: 326500 | > loss_disc: 2.1376633644104004 (2.1929949252836156) | > loss_disc_real_0: 0.14025400578975677 (0.13449531721491967) | > loss_disc_real_1: 0.20847715437412262 (0.19008607705754613) | > loss_disc_real_2: 0.1924663782119751 (0.18828695123234102) | > loss_disc_real_3: 0.18478190898895264 (0.20413352188564116) | > loss_disc_real_4: 0.17481867969036102 (0.19549029440649096) | > loss_disc_real_5: 0.22463932633399963 (0.2075230267740065) | > loss_0: 2.1376633644104004 (2.1929949252836156) | > grad_norm_0: tensor(27.9505, device='cuda:0') (tensor(20.0765, device='cuda:0')) | > loss_gen: 2.864833116531372 (2.781743188058176) | > loss_kl: 1.6709846258163452 (1.7322442589267608) | > loss_feat: 8.512715339660645 (8.328944313910704) | > loss_mel: 14.017416000366211 (13.145443085701235) | > loss_duration: 1.6968541145324707 (1.6631807319579586) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.762802124023438 (27.65155536897721) | > grad_norm_1: tensor(490.4727, device='cuda:0') (tensor(370.1179, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8379 (0.85340844046685) | > loader_time: 0.012 (0.010870695114135742)  --> TIME: 2025-05-11 09:47:50 -- STEP: 112/725 -- GLOBAL_STEP: 326550 | > loss_disc: 2.262270927429199 (2.199992039373943) | > loss_disc_real_0: 0.18109308183193207 (0.1354266072490385) | > loss_disc_real_1: 0.18619932234287262 (0.18998318431632857) | > loss_disc_real_2: 0.19127145409584045 (0.18830602376588754) | > loss_disc_real_3: 0.22744141519069672 (0.20517932942935396) | > loss_disc_real_4: 0.1674949675798416 (0.19496332108974457) | > loss_disc_real_5: 0.20978546142578125 (0.2077147334015795) | > loss_0: 2.262270927429199 (2.199992039373943) | > grad_norm_0: tensor(25.7017, device='cuda:0') (tensor(21.7619, device='cuda:0')) | > loss_gen: 2.861795425415039 (2.77309658910547) | > loss_kl: 1.7366387844085693 (1.72181998193264) | > loss_feat: 8.356805801391602 (8.29803342478616) | > loss_mel: 13.943031311035156 (13.128022909164429) | > loss_duration: 1.67739737033844 (1.6668919857059206) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.575668334960938 (27.58786475658417) | > grad_norm_1: tensor(142.7235, device='cuda:0') (tensor(395.6350, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8192 (0.8527264531169619) | > loader_time: 0.01 (0.010738887957164222)  --> TIME: 2025-05-11 09:48:34 -- STEP: 162/725 -- GLOBAL_STEP: 326600 | > loss_disc: 2.337757110595703 (2.1950401597552838) | > loss_disc_real_0: 0.1076739951968193 (0.13532249537515048) | > loss_disc_real_1: 0.20813532173633575 (0.18996588122329586) | > loss_disc_real_2: 0.17339345812797546 (0.18814843810266924) | > loss_disc_real_3: 0.18853707611560822 (0.20405856814281445) | > loss_disc_real_4: 0.17159323394298553 (0.19461537364088455) | > loss_disc_real_5: 0.18698011338710785 (0.20646810301660024) | > loss_0: 2.337757110595703 (2.1950401597552838) | > grad_norm_0: tensor(18.4727, device='cuda:0') (tensor(22.1429, device='cuda:0')) | > loss_gen: 2.619734048843384 (2.783044048297553) | > loss_kl: 1.7930351495742798 (1.7232440386289436) | > loss_feat: 8.64585018157959 (8.349614761493823) | > loss_mel: 13.532294273376465 (13.162173806885143) | > loss_duration: 1.6234936714172363 (1.6675986419489355) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.214406967163086 (27.685675232498735) | > grad_norm_1: tensor(253.0938, device='cuda:0') (tensor(401.3146, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8413 (0.8549613540555224) | > loader_time: 0.0106 (0.010672737050939492)  --> TIME: 2025-05-11 09:49:17 -- STEP: 212/725 -- GLOBAL_STEP: 326650 | > loss_disc: 2.2912633419036865 (2.1992392573716506) | > loss_disc_real_0: 0.1469506472349167 (0.13656491529688516) | > loss_disc_real_1: 0.20277908444404602 (0.1905967509549743) | > loss_disc_real_2: 0.21551570296287537 (0.18866452743422318) | > loss_disc_real_3: 0.2126559317111969 (0.20469198439199973) | > loss_disc_real_4: 0.20136788487434387 (0.19448382526917274) | > loss_disc_real_5: 0.2632253170013428 (0.2069970754519949) | > loss_0: 2.2912633419036865 (2.1992392573716506) | > grad_norm_0: tensor(24.4855, device='cuda:0') (tensor(22.3869, device='cuda:0')) | > loss_gen: 2.719207525253296 (2.782819669201689) | > loss_kl: 1.4295215606689453 (1.7190874404502368) | > loss_feat: 7.988668918609619 (8.331637636670521) | > loss_mel: 12.720572471618652 (13.128281129980987) | > loss_duration: 1.6811249256134033 (1.6678653196343836) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.53909683227539 (27.62969116894704) | > grad_norm_1: tensor(264.9974, device='cuda:0') (tensor(388.2102, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8454 (0.8554995599782692) | > loader_time: 0.0102 (0.010571144661813414)  --> TIME: 2025-05-11 09:50:00 -- STEP: 262/725 -- GLOBAL_STEP: 326700 | > loss_disc: 2.1051270961761475 (2.2004417854410994) | > loss_disc_real_0: 0.13104887306690216 (0.1365809471893856) | > loss_disc_real_1: 0.18700473010540009 (0.19045676421800636) | > loss_disc_real_2: 0.17755286395549774 (0.18870474460698272) | > loss_disc_real_3: 0.20757509768009186 (0.2043462487804981) | > loss_disc_real_4: 0.1487656980752945 (0.19438314631240056) | > loss_disc_real_5: 0.21635709702968597 (0.2076309773758168) | > loss_0: 2.1051270961761475 (2.2004417854410994) | > grad_norm_0: tensor(30.2246, device='cuda:0') (tensor(21.5787, device='cuda:0')) | > loss_gen: 2.798532009124756 (2.7740146922701188) | > loss_kl: 1.7569516897201538 (1.7237435142502533) | > loss_feat: 8.746673583984375 (8.29488871479762) | > loss_mel: 13.811180114746094 (13.083927496698976) | > loss_duration: 1.6641627550125122 (1.6681425120994338) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.77750015258789 (27.544716871421755) | > grad_norm_1: tensor(475.4905, device='cuda:0') (tensor(378.0269, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8861 (0.8530590106512754) | > loader_time: 0.011 (0.01044893537768881)  --> TIME: 2025-05-11 09:50:43 -- STEP: 312/725 -- GLOBAL_STEP: 326750 | > loss_disc: 2.1946449279785156 (2.19754941188372) | > loss_disc_real_0: 0.09405671805143356 (0.13630748217782143) | > loss_disc_real_1: 0.18913322687149048 (0.19011432916308055) | > loss_disc_real_2: 0.17965686321258545 (0.1886470527985157) | > loss_disc_real_3: 0.18622344732284546 (0.20359693907010248) | > loss_disc_real_4: 0.20736555755138397 (0.19428807955521799) | > loss_disc_real_5: 0.20784075558185577 (0.20757248214422136) | > loss_0: 2.1946449279785156 (2.19754941188372) | > grad_norm_0: tensor(57.9341, device='cuda:0') (tensor(21.4337, device='cuda:0')) | > loss_gen: 2.688417911529541 (2.774114921306953) | > loss_kl: 1.8041141033172607 (1.723134877972114) | > loss_feat: 7.532155990600586 (8.294380142138557) | > loss_mel: 11.407419204711914 (13.078823395264452) | > loss_duration: 1.6795506477355957 (1.6679033083029278) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.111658096313477 (27.538356579267063) | > grad_norm_1: tensor(439.8450, device='cuda:0') (tensor(374.8840, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8442 (0.852219697756645) | > loader_time: 0.0104 (0.010387609402338667)  --> TIME: 2025-05-11 09:51:27 -- STEP: 362/725 -- GLOBAL_STEP: 326800 | > loss_disc: 2.083918333053589 (2.2021690001145235) | > loss_disc_real_0: 0.16127179563045502 (0.13696488645442276) | > loss_disc_real_1: 0.1668609082698822 (0.19053952741688787) | > loss_disc_real_2: 0.1935926079750061 (0.18887136407320004) | > loss_disc_real_3: 0.21585385501384735 (0.20409828132193392) | > loss_disc_real_4: 0.2111477553844452 (0.1945213065045314) | > loss_disc_real_5: 0.18142738938331604 (0.20804161113270087) | > loss_0: 2.083918333053589 (2.2021690001145235) | > grad_norm_0: tensor(21.5268, device='cuda:0') (tensor(21.2644, device='cuda:0')) | > loss_gen: 2.9559412002563477 (2.7675836178479285) | > loss_kl: 1.8687607049942017 (1.7222554469635476) | > loss_feat: 9.07448673248291 (8.261289942989036) | > loss_mel: 14.083539009094238 (13.039104812053022) | > loss_duration: 1.6202176809310913 (1.66741936180473) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.60294532775879 (27.457653114150244) | > grad_norm_1: tensor(590.6641, device='cuda:0') (tensor(374.7749, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8618 (0.8520585943980771) | > loader_time: 0.0102 (0.010332814896304303)  --> TIME: 2025-05-11 09:52:10 -- STEP: 412/725 -- GLOBAL_STEP: 326850 | > loss_disc: 2.199300765991211 (2.202301965755164) | > loss_disc_real_0: 0.13598370552062988 (0.1369846051251425) | > loss_disc_real_1: 0.21677903831005096 (0.19055967116095487) | > loss_disc_real_2: 0.18485556542873383 (0.18876806715304406) | > loss_disc_real_3: 0.22245489060878754 (0.20418911477894458) | > loss_disc_real_4: 0.24027615785598755 (0.1946969905018227) | > loss_disc_real_5: 0.2096625566482544 (0.20768751815250783) | > loss_0: 2.199300765991211 (2.202301965755164) | > grad_norm_0: tensor(62.1048, device='cuda:0') (tensor(21.2136, device='cuda:0')) | > loss_gen: 2.8015267848968506 (2.7649992484490853) | > loss_kl: 1.7445589303970337 (1.721081123190019) | > loss_feat: 9.217320442199707 (8.24085261983779) | > loss_mel: 13.908647537231445 (13.024446742048537) | > loss_duration: 1.6684372425079346 (1.6680406433286017) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.340492248535156 (27.419420339528795) | > grad_norm_1: tensor(576.7823, device='cuda:0') (tensor(373.8959, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8689 (0.8518178740751396) | > loader_time: 0.0097 (0.010285087002133864)  --> TIME: 2025-05-11 09:52:53 -- STEP: 462/725 -- GLOBAL_STEP: 326900 | > loss_disc: 2.131129026412964 (2.19901087222161) | > loss_disc_real_0: 0.18018655478954315 (0.13680861511336254) | > loss_disc_real_1: 0.1866416037082672 (0.19032408161596817) | > loss_disc_real_2: 0.19335296750068665 (0.18854285734685464) | > loss_disc_real_3: 0.20925508439540863 (0.20393087972939272) | > loss_disc_real_4: 0.19035226106643677 (0.19442152551242278) | > loss_disc_real_5: 0.18139129877090454 (0.20722487165685347) | > loss_0: 2.131129026412964 (2.19901087222161) | > grad_norm_0: tensor(28.1795, device='cuda:0') (tensor(21.2618, device='cuda:0')) | > loss_gen: 2.8212320804595947 (2.770662733486721) | > loss_kl: 1.7264684438705444 (1.7233254984343724) | > loss_feat: 8.586441040039062 (8.260402184028136) | > loss_mel: 13.518033027648926 (13.045111445637488) | > loss_duration: 1.6769015789031982 (1.667943939244076) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.32907485961914 (27.467445736839657) | > grad_norm_1: tensor(577.4971, device='cuda:0') (tensor(375.5193, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.7999 (0.8512068450192869) | > loader_time: 0.0095 (0.010302384178359792)  --> TIME: 2025-05-11 09:53:36 -- STEP: 512/725 -- GLOBAL_STEP: 326950 | > loss_disc: 2.0831687450408936 (2.199351412244139) | > loss_disc_real_0: 0.10964041948318481 (0.1366708039859076) | > loss_disc_real_1: 0.19578008353710175 (0.19049758618348278) | > loss_disc_real_2: 0.19178827106952667 (0.1885347751085646) | > loss_disc_real_3: 0.20223329961299896 (0.2040466658072546) | > loss_disc_real_4: 0.18169458210468292 (0.19440204458078364) | > loss_disc_real_5: 0.21160908043384552 (0.20698412871570332) | > loss_0: 2.0831687450408936 (2.199351412244139) | > grad_norm_0: tensor(20.9540, device='cuda:0') (tensor(21.2775, device='cuda:0')) | > loss_gen: 3.066897392272949 (2.7702509504742925) | > loss_kl: 1.7240232229232788 (1.7253140690736475) | > loss_feat: 9.27613353729248 (8.252772236242894) | > loss_mel: 14.091516494750977 (13.048684017732736) | > loss_duration: 1.6239464282989502 (1.6686454392038284) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.782516479492188 (27.46566666290164) | > grad_norm_1: tensor(505.6538, device='cuda:0') (tensor(379.8836, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8498 (0.8509123348630965) | > loader_time: 0.0098 (0.010249162092804912)  --> TIME: 2025-05-11 09:54:19 -- STEP: 562/725 -- GLOBAL_STEP: 327000 | > loss_disc: 2.0558643341064453 (2.2003497462255655) | > loss_disc_real_0: 0.0996297150850296 (0.13637075463170675) | > loss_disc_real_1: 0.16282838582992554 (0.19062603901395592) | > loss_disc_real_2: 0.18134984374046326 (0.18860991871866045) | > loss_disc_real_3: 0.21804523468017578 (0.2040762658963424) | > loss_disc_real_4: 0.16089527308940887 (0.19505376039980987) | > loss_disc_real_5: 0.2501557469367981 (0.20706230449718943) | > loss_0: 2.0558643341064453 (2.2003497462255655) | > grad_norm_0: tensor(9.1014, device='cuda:0') (tensor(21.2849, device='cuda:0')) | > loss_gen: 2.9357738494873047 (2.7682922607639098) | > loss_kl: 1.6955325603485107 (1.7272928227733466) | > loss_feat: 9.50433349609375 (8.250757787575504) | > loss_mel: 14.304500579833984 (13.051895609954071) | > loss_duration: 1.6360172033309937 (1.6685182636742915) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.07615852355957 (27.46675672904452) | > grad_norm_1: tensor(276.9930, device='cuda:0') (tensor(384.6076, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8919 (0.8505128562662527) | > loader_time: 0.0095 (0.01024130739775417) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_327000.pth  --> TIME: 2025-05-11 09:55:05 -- STEP: 612/725 -- GLOBAL_STEP: 327050 | > loss_disc: 2.283444404602051 (2.200419725156296) | > loss_disc_real_0: 0.13559721410274506 (0.13627045709956306) | > loss_disc_real_1: 0.23393334448337555 (0.1906231721875325) | > loss_disc_real_2: 0.19152364134788513 (0.1884235120287129) | > loss_disc_real_3: 0.21076127886772156 (0.2041449775201044) | > loss_disc_real_4: 0.20980754494667053 (0.19520108630649402) | > loss_disc_real_5: 0.20764964818954468 (0.20714510716741377) | > loss_0: 2.283444404602051 (2.200419725156296) | > grad_norm_0: tensor(15.1321, device='cuda:0') (tensor(21.1023, device='cuda:0')) | > loss_gen: 2.689950466156006 (2.767168440460382) | > loss_kl: 1.717603325843811 (1.725535706951728) | > loss_feat: 7.552452564239502 (8.24761544567308) | > loss_mel: 12.358470916748047 (13.031197773864838) | > loss_duration: 1.6128835678100586 (1.668305482739716) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.93136215209961 (27.439822854559406) | > grad_norm_1: tensor(223.4157, device='cuda:0') (tensor(383.4803, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8136 (0.8505295694263932) | > loader_time: 0.0089 (0.010226163599226212)  --> TIME: 2025-05-11 09:55:48 -- STEP: 662/725 -- GLOBAL_STEP: 327100 | > loss_disc: 2.2997684478759766 (2.2005598545074445) | > loss_disc_real_0: 0.1431400328874588 (0.13605364711443102) | > loss_disc_real_1: 0.20367252826690674 (0.19054808222275127) | > loss_disc_real_2: 0.20472334325313568 (0.1885815748545339) | > loss_disc_real_3: 0.22140483558177948 (0.20410141812530538) | > loss_disc_real_4: 0.23347173631191254 (0.19530647191756445) | > loss_disc_real_5: 0.205091655254364 (0.207451694816621) | > loss_0: 2.2997684478759766 (2.2005598545074445) | > grad_norm_0: tensor(19.1505, device='cuda:0') (tensor(21.0386, device='cuda:0')) | > loss_gen: 2.632524013519287 (2.7692178170846673) | > loss_kl: 1.7899726629257202 (1.725365042686463) | > loss_feat: 7.132102966308594 (8.255156745363228) | > loss_mel: 11.0726318359375 (13.042580876825793) | > loss_duration: 1.6720410585403442 (1.6688713112626545) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.299272537231445 (27.461191785299526) | > grad_norm_1: tensor(412.7218, device='cuda:0') (tensor(382.9631, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8817 (0.8504117248281612) | > loader_time: 0.0107 (0.010188271632007242)  --> TIME: 2025-05-11 09:56:31 -- STEP: 712/725 -- GLOBAL_STEP: 327150 | > loss_disc: 2.114476203918457 (2.2013640788833735) | > loss_disc_real_0: 0.11187978833913803 (0.13616430201682814) | > loss_disc_real_1: 0.17498622834682465 (0.1905825161322784) | > loss_disc_real_2: 0.19820387661457062 (0.18878859109925433) | > loss_disc_real_3: 0.17742429673671722 (0.20425068930293744) | > loss_disc_real_4: 0.15551720559597015 (0.19526227963355824) | > loss_disc_real_5: 0.1906948983669281 (0.20736298057135566) | > loss_0: 2.114476203918457 (2.2013640788833735) | > grad_norm_0: tensor(12.2833, device='cuda:0') (tensor(21.1225, device='cuda:0')) | > loss_gen: 2.8801705837249756 (2.7693334225188475) | > loss_kl: 1.7305694818496704 (1.7211877201380361) | > loss_feat: 8.714029312133789 (8.248272108228027) | > loss_mel: 13.282910346984863 (13.035069701376921) | > loss_duration: 1.6727021932601929 (1.668515741155388) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.28038215637207 (27.442378684376063) | > grad_norm_1: tensor(349.1127, device='cuda:0') (tensor(386.1833, device='cuda:0')) | > current_lr_0: 0.00019055470960409457 | > current_lr_1: 0.00019055470960409457 | > step_time: 0.8241 (0.8503142772765642) | > loader_time: 0.0103 (0.010199047206492905)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3789446353912354 (2.3789446353912354) | > loss_disc_real_0: 0.2262285053730011 (0.2262285053730011) | > loss_disc_real_1: 0.17308318614959717 (0.17308318614959717) | > loss_disc_real_2: 0.22295284271240234 (0.22295284271240234) | > loss_disc_real_3: 0.2560104429721832 (0.2560104429721832) | > loss_disc_real_4: 0.21227623522281647 (0.21227623522281647) | > loss_disc_real_5: 0.2340812236070633 (0.2340812236070633) | > loss_0: 2.3789446353912354 (2.3789446353912354) | > loss_gen: 2.8528387546539307 (2.8528387546539307) | > loss_kl: 2.1053922176361084 (2.1053922176361084) | > loss_feat: 8.806963920593262 (8.806963920593262) | > loss_mel: 14.359830856323242 (14.359830856323242) | > loss_duration: 1.7324950695037842 (1.7324950695037842) | > loss_1: 29.857519149780273 (29.857519149780273)  --> STEP: 1 | > loss_disc: 2.343029499053955 (2.343029499053955) | > loss_disc_real_0: 0.24921083450317383 (0.24921083450317383) | > loss_disc_real_1: 0.17862683534622192 (0.17862683534622192) | > loss_disc_real_2: 0.22827716171741486 (0.22827716171741486) | > loss_disc_real_3: 0.2515903413295746 (0.2515903413295746) | > loss_disc_real_4: 0.21974286437034607 (0.21974286437034607) | > loss_disc_real_5: 0.20730073750019073 (0.20730073750019073) | > loss_0: 2.343029499053955 (2.343029499053955) | > loss_gen: 2.963564395904541 (2.963564395904541) | > loss_kl: 1.983007788658142 (1.983007788658142) | > loss_feat: 8.72111988067627 (8.72111988067627) | > loss_mel: 14.790765762329102 (14.790765762329102) | > loss_duration: 1.8443071842193604 (1.8443071842193604) | > loss_1: 30.302762985229492 (30.302762985229492)  --> STEP: 2 | > loss_disc: 2.507457733154297 (2.425243616104126) | > loss_disc_real_0: 0.23074188828468323 (0.23997636139392853) | > loss_disc_real_1: 0.17921577394008636 (0.17892130464315414) | > loss_disc_real_2: 0.24193038046360016 (0.2351037710905075) | > loss_disc_real_3: 0.24247564375400543 (0.24703299254179) | > loss_disc_real_4: 0.22820819914340973 (0.2239755317568779) | > loss_disc_real_5: 0.23301586508750916 (0.22015830129384995) | > loss_0: 2.507457733154297 (2.425243616104126) | > loss_gen: 2.628173589706421 (2.795868992805481) | > loss_kl: 1.9558838605880737 (1.969445824623108) | > loss_feat: 7.201364994049072 (7.961242437362671) | > loss_mel: 12.92368221282959 (13.857223987579346) | > loss_duration: 1.8648865222930908 (1.8545968532562256) | > loss_1: 26.573991775512695 (28.438377380371094)  --> STEP: 3 | > loss_disc: 2.411773681640625 (2.4207536379496255) | > loss_disc_real_0: 0.22769469022750854 (0.23588247100512186) | > loss_disc_real_1: 0.1836910992860794 (0.1805112361907959) | > loss_disc_real_2: 0.22569049894809723 (0.23196601370970407) | > loss_disc_real_3: 0.23078177869319916 (0.2416159212589264) | > loss_disc_real_4: 0.212245374917984 (0.2200654794772466) | > loss_disc_real_5: 0.19416449964046478 (0.21149370074272156) | > loss_0: 2.411773681640625 (2.4207536379496255) | > loss_gen: 2.6900687217712402 (2.7606022357940674) | > loss_kl: 1.8392804861068726 (1.9260573784510295) | > loss_feat: 7.991354942321777 (7.971279939015706) | > loss_mel: 12.78808879852295 (13.500845591227213) | > loss_duration: 1.819129228591919 (1.8427743117014568) | > loss_1: 27.1279239654541 (28.001559575398762)  --> STEP: 4 | > loss_disc: 2.349005699157715 (2.402816653251648) | > loss_disc_real_0: 0.19795657694339752 (0.22640099748969078) | > loss_disc_real_1: 0.17015595734119415 (0.17792241647839546) | > loss_disc_real_2: 0.21129083633422852 (0.2267972193658352) | > loss_disc_real_3: 0.2617071568965912 (0.2466387301683426) | > loss_disc_real_4: 0.2225589156150818 (0.2206888385117054) | > loss_disc_real_5: 0.20633213222026825 (0.21020330861210823) | > loss_0: 2.349005699157715 (2.402816653251648) | > loss_gen: 2.8058652877807617 (2.771917998790741) | > loss_kl: 1.8573200702667236 (1.908873051404953) | > loss_feat: 8.506689071655273 (8.105132222175598) | > loss_mel: 13.793230056762695 (13.573941707611084) | > loss_duration: 1.75431227684021 (1.820658802986145) | > loss_1: 28.717416763305664 (28.18052387237549) --> EVAL PERFORMANCE | > avg_loader_time: 0.2812573313713074 (+0.00393599271774292) | > avg_loss_disc: 2.402816653251648 (+0.10888528823852539) | > avg_loss_disc_real_0: 0.22640099748969078 (+0.06255418062210083) | > avg_loss_disc_real_1: 0.17792241647839546 (-0.0664239190518856) | > avg_loss_disc_real_2: 0.2267972193658352 (+0.017778679728507996) | > avg_loss_disc_real_3: 0.2466387301683426 (+0.0467211976647377) | > avg_loss_disc_real_4: 0.2206888385117054 (-0.0030589476227760315) | > avg_loss_disc_real_5: 0.21020330861210823 (-0.04374929890036583) | > avg_loss_0: 2.402816653251648 (+0.10888528823852539) | > avg_loss_gen: 2.771917998790741 (-0.03782111406326294) | > avg_loss_kl: 1.908873051404953 (-0.11332610249519348) | > avg_loss_feat: 8.105132222175598 (-0.06192958354949951) | > avg_loss_mel: 13.573941707611084 (-0.17818307876586914) | > avg_loss_duration: 1.820658802986145 (-0.013416051864624023) | > avg_loss_1: 28.18052387237549 (-0.4046764373779297)  > EPOCH: 388/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 09:56:48)   --> TIME: 2025-05-11 09:57:22 -- STEP: 37/725 -- GLOBAL_STEP: 327200 | > loss_disc: 2.224398136138916 (2.21426668682614) | > loss_disc_real_0: 0.10253158956766129 (0.13858353225766) | > loss_disc_real_1: 0.1839832067489624 (0.19142879142954544) | > loss_disc_real_2: 0.17032793164253235 (0.19003170285675974) | > loss_disc_real_3: 0.17852947115898132 (0.20459646510111318) | > loss_disc_real_4: 0.20085692405700684 (0.1959533075223098) | > loss_disc_real_5: 0.18942025303840637 (0.20810425281524658) | > loss_0: 2.224398136138916 (2.21426668682614) | > grad_norm_0: tensor(13.0970, device='cuda:0') (tensor(22.3256, device='cuda:0')) | > loss_gen: 2.758617401123047 (2.779934348286809) | > loss_kl: 1.759178638458252 (1.7379754266223393) | > loss_feat: 8.514928817749023 (8.325085124453983) | > loss_mel: 13.27499008178711 (13.19254986015526) | > loss_duration: 1.660548210144043 (1.6684554235355273) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.96826171875 (27.704000215272647) | > grad_norm_1: tensor(209.1484, device='cuda:0') (tensor(382.3502, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8409 (0.8486577304633888) | > loader_time: 0.0128 (0.010966552270425332)  --> TIME: 2025-05-11 09:58:05 -- STEP: 87/725 -- GLOBAL_STEP: 327250 | > loss_disc: 2.089745283126831 (2.201286943479516) | > loss_disc_real_0: 0.14813198149204254 (0.1371906869884195) | > loss_disc_real_1: 0.17439694702625275 (0.19048145019460003) | > loss_disc_real_2: 0.1958426833152771 (0.18953039488573184) | > loss_disc_real_3: 0.2070111483335495 (0.20439037081153913) | > loss_disc_real_4: 0.17227131128311157 (0.19435769473684245) | > loss_disc_real_5: 0.19140008091926575 (0.20752296759479344) | > loss_0: 2.089745283126831 (2.201286943479516) | > grad_norm_0: tensor(27.7206, device='cuda:0') (tensor(20.1932, device='cuda:0')) | > loss_gen: 2.8461833000183105 (2.7873618383517216) | > loss_kl: 1.7376587390899658 (1.7454796947281936) | > loss_feat: 8.946399688720703 (8.443078342525437) | > loss_mel: 14.283432006835938 (13.25039306728319) | > loss_duration: 1.6368224620819092 (1.6688028491776565) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.450496673583984 (27.895115885241278) | > grad_norm_1: tensor(548.9243, device='cuda:0') (tensor(357.2191, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8277 (0.8489454039211931) | > loader_time: 0.0098 (0.010493500479336443)  --> TIME: 2025-05-11 09:58:49 -- STEP: 137/725 -- GLOBAL_STEP: 327300 | > loss_disc: 2.2182278633117676 (2.201714263345203) | > loss_disc_real_0: 0.11150722205638885 (0.13640839040931993) | > loss_disc_real_1: 0.19132640957832336 (0.1904406438778787) | > loss_disc_real_2: 0.17844527959823608 (0.188390865160601) | > loss_disc_real_3: 0.20610001683235168 (0.20419685836255985) | > loss_disc_real_4: 0.2181020826101303 (0.19486603184338033) | > loss_disc_real_5: 0.2089931070804596 (0.2076445420945648) | > loss_0: 2.2182278633117676 (2.201714263345203) | > grad_norm_0: tensor(15.9183, device='cuda:0') (tensor(19.2378, device='cuda:0')) | > loss_gen: 2.783118486404419 (2.7760672238621393) | > loss_kl: 1.847652792930603 (1.7338118735891188) | > loss_feat: 8.058238983154297 (8.373702536534221) | > loss_mel: 11.915830612182617 (13.148586495949404) | > loss_duration: 1.6670714616775513 (1.6683865515855107) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.271913528442383 (27.700554729378137) | > grad_norm_1: tensor(331.7248, device='cuda:0') (tensor(349.7490, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8185 (0.8498306639873199) | > loader_time: 0.0095 (0.010400897395001711)  --> TIME: 2025-05-11 09:59:32 -- STEP: 187/725 -- GLOBAL_STEP: 327350 | > loss_disc: 2.1156201362609863 (2.199770260622156) | > loss_disc_real_0: 0.09223181754350662 (0.136508712794054) | > loss_disc_real_1: 0.16978316009044647 (0.18988688138717) | > loss_disc_real_2: 0.15103302896022797 (0.18786320337318477) | > loss_disc_real_3: 0.19557440280914307 (0.2033261779476615) | > loss_disc_real_4: 0.15454016625881195 (0.19465580431216542) | > loss_disc_real_5: 0.2195858210325241 (0.20852287033981176) | > loss_0: 2.1156201362609863 (2.199770260622156) | > grad_norm_0: tensor(16.2637, device='cuda:0') (tensor(19.4715, device='cuda:0')) | > loss_gen: 2.8659777641296387 (2.772584326126995) | > loss_kl: 1.7332122325897217 (1.7256153994065555) | > loss_feat: 9.327194213867188 (8.346686052128591) | > loss_mel: 14.099721908569336 (13.122515183719086) | > loss_duration: 1.6853584051132202 (1.6692105531692505) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.71146583557129 (27.636611520287826) | > grad_norm_1: tensor(331.3590, device='cuda:0') (tensor(353.0473, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8543 (0.8488848579121148) | > loader_time: 0.0124 (0.01039918093757834)  --> TIME: 2025-05-11 10:00:15 -- STEP: 237/725 -- GLOBAL_STEP: 327400 | > loss_disc: 2.1098403930664062 (2.1978269589098205) | > loss_disc_real_0: 0.11942761391401291 (0.13600920074725448) | > loss_disc_real_1: 0.16694971919059753 (0.18946277780874873) | > loss_disc_real_2: 0.1801084727048874 (0.1877234644779173) | > loss_disc_real_3: 0.1997668594121933 (0.20375733272435798) | > loss_disc_real_4: 0.1804782599210739 (0.1943300288437791) | > loss_disc_real_5: 0.24398577213287354 (0.20871538992672528) | > loss_0: 2.1098403930664062 (2.1978269589098205) | > grad_norm_0: tensor(22.2073, device='cuda:0') (tensor(19.3845, device='cuda:0')) | > loss_gen: 3.008263111114502 (2.7754781869896346) | > loss_kl: 1.8275549411773682 (1.723366384264789) | > loss_feat: 8.856322288513184 (8.340611158041005) | > loss_mel: 14.443711280822754 (13.105713699437397) | > loss_duration: 1.6547757387161255 (1.6694804641264904) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.790626525878906 (27.61464988933837) | > grad_norm_1: tensor(431.3639, device='cuda:0') (tensor(347.7847, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8107 (0.8501408472342834) | > loader_time: 0.0092 (0.010325286961808997)  --> TIME: 2025-05-11 10:00:58 -- STEP: 287/725 -- GLOBAL_STEP: 327450 | > loss_disc: 2.3013529777526855 (2.2026108906244164) | > loss_disc_real_0: 0.10218840092420578 (0.1366007100621997) | > loss_disc_real_1: 0.20508098602294922 (0.1899330698550786) | > loss_disc_real_2: 0.20614351332187653 (0.18836162371710208) | > loss_disc_real_3: 0.2389015406370163 (0.20393498086140133) | > loss_disc_real_4: 0.18261004984378815 (0.1948006600660729) | > loss_disc_real_5: 0.25080665946006775 (0.20898726842129273) | > loss_0: 2.3013529777526855 (2.2026108906244164) | > grad_norm_0: tensor(19.0163, device='cuda:0') (tensor(19.6891, device='cuda:0')) | > loss_gen: 2.6495814323425293 (2.7704197155889316) | > loss_kl: 1.6862313747406006 (1.7194539408235185) | > loss_feat: 7.036026477813721 (8.289737882514448) | > loss_mel: 11.46593952178955 (13.079631134192702) | > loss_duration: 1.666691780090332 (1.669436629225568) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.504470825195312 (27.528679332666698) | > grad_norm_1: tensor(326.0010, device='cuda:0') (tensor(349.6895, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8137 (0.8491215265586401) | > loader_time: 0.0098 (0.010276606689346799)  --> TIME: 2025-05-11 10:01:41 -- STEP: 337/725 -- GLOBAL_STEP: 327500 | > loss_disc: 2.131826877593994 (2.204733309476951) | > loss_disc_real_0: 0.12921655178070068 (0.1364276482328463) | > loss_disc_real_1: 0.16805614531040192 (0.18994131662194744) | > loss_disc_real_2: 0.15389090776443481 (0.18812124913099623) | > loss_disc_real_3: 0.2083231508731842 (0.20431446016542282) | > loss_disc_real_4: 0.20473195612430573 (0.19534629388803537) | > loss_disc_real_5: 0.19778461754322052 (0.20907025958911601) | > loss_0: 2.131826877593994 (2.204733309476951) | > grad_norm_0: tensor(34.5173, device='cuda:0') (tensor(19.6465, device='cuda:0')) | > loss_gen: 2.8721354007720947 (2.7644576113726327) | > loss_kl: 1.8190568685531616 (1.7149647293883195) | > loss_feat: 8.56394100189209 (8.269282108952108) | > loss_mel: 13.61968994140625 (13.063096233220769) | > loss_duration: 1.6495556831359863 (1.6687361352167784) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.524377822875977 (27.480536791974075) | > grad_norm_1: tensor(545.5414, device='cuda:0') (tensor(348.1364, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.878 (0.849048874144738) | > loader_time: 0.0096 (0.010267342587253108)  --> TIME: 2025-05-11 10:02:25 -- STEP: 387/725 -- GLOBAL_STEP: 327550 | > loss_disc: 2.2457773685455322 (2.2048065157207746) | > loss_disc_real_0: 0.09534192830324173 (0.1367464609617411) | > loss_disc_real_1: 0.2007015198469162 (0.18990587056145194) | > loss_disc_real_2: 0.19182614982128143 (0.18803325695892956) | > loss_disc_real_3: 0.2013450413942337 (0.20455250521346888) | > loss_disc_real_4: 0.18475662171840668 (0.19524407506143085) | > loss_disc_real_5: 0.1856176257133484 (0.2090176608057293) | > loss_0: 2.2457773685455322 (2.2048065157207746) | > grad_norm_0: tensor(25.7962, device='cuda:0') (tensor(19.5911, device='cuda:0')) | > loss_gen: 2.656815767288208 (2.763870935415421) | > loss_kl: 1.725539207458496 (1.71638481438314) | > loss_feat: 8.565211296081543 (8.26419229039235) | > loss_mel: 12.48045539855957 (13.05495681319126) | > loss_duration: 1.7625112533569336 (1.669076557615315) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.190532684326172 (27.46848136941284) | > grad_norm_1: tensor(527.8257, device='cuda:0') (tensor(348.4866, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8465 (0.8501750504939746) | > loader_time: 0.0117 (0.010219204949470151)  --> TIME: 2025-05-11 10:03:08 -- STEP: 437/725 -- GLOBAL_STEP: 327600 | > loss_disc: 2.3508052825927734 (2.203123674239941) | > loss_disc_real_0: 0.14610794186592102 (0.13690622696478252) | > loss_disc_real_1: 0.18565133213996887 (0.189702834055953) | > loss_disc_real_2: 0.1758442521095276 (0.1877323075344689) | > loss_disc_real_3: 0.22758308053016663 (0.20471997463594038) | > loss_disc_real_4: 0.22041204571723938 (0.1951445043087005) | > loss_disc_real_5: 0.24876628816127777 (0.2085700066125093) | > loss_0: 2.3508052825927734 (2.203123674239941) | > grad_norm_0: tensor(20.5093, device='cuda:0') (tensor(19.9101, device='cuda:0')) | > loss_gen: 2.5462136268615723 (2.767406541641026) | > loss_kl: 1.5865352153778076 (1.717312746517173) | > loss_feat: 7.26898717880249 (8.26932337736919) | > loss_mel: 11.663991928100586 (13.060464171577648) | > loss_duration: 1.6380348205566406 (1.6686016291175338) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.70376205444336 (27.48310842012104) | > grad_norm_1: tensor(454.3951, device='cuda:0') (tensor(349.5932, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8924 (0.8494950388334435) | > loader_time: 0.0099 (0.010201766234513555)  --> TIME: 2025-05-11 10:03:51 -- STEP: 487/725 -- GLOBAL_STEP: 327650 | > loss_disc: 2.22782301902771 (2.2040009327248176) | > loss_disc_real_0: 0.1200951486825943 (0.1372118440496848) | > loss_disc_real_1: 0.20243525505065918 (0.1898126886427036) | > loss_disc_real_2: 0.16883312165737152 (0.18810849782133013) | > loss_disc_real_3: 0.21306493878364563 (0.20453284986822023) | > loss_disc_real_4: 0.20416712760925293 (0.19494675463964312) | > loss_disc_real_5: 0.22235380113124847 (0.2082948571480275) | > loss_0: 2.22782301902771 (2.2040009327248176) | > grad_norm_0: tensor(12.4596, device='cuda:0') (tensor(20.2998, device='cuda:0')) | > loss_gen: 2.6746602058410645 (2.76549734178265) | > loss_kl: 1.6872116327285767 (1.7172357382470824) | > loss_feat: 8.018735885620117 (8.258472634536771) | > loss_mel: 13.146451950073242 (13.044142640836432) | > loss_duration: 1.6739081144332886 (1.669105092602834) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.20096778869629 (27.45445338803395) | > grad_norm_1: tensor(245.8130, device='cuda:0') (tensor(355.7765, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8099 (0.8494865390064779) | > loader_time: 0.0092 (0.010141127408162772)  --> TIME: 2025-05-11 10:04:34 -- STEP: 537/725 -- GLOBAL_STEP: 327700 | > loss_disc: 2.1600918769836426 (2.204352091144586) | > loss_disc_real_0: 0.1418529450893402 (0.13737043524698614) | > loss_disc_real_1: 0.1778201013803482 (0.19002867483115957) | > loss_disc_real_2: 0.2045777291059494 (0.1879153007735088) | > loss_disc_real_3: 0.20436781644821167 (0.20467843481615272) | > loss_disc_real_4: 0.17256863415241241 (0.1948730727758265) | > loss_disc_real_5: 0.21653075516223907 (0.20857462051083478) | > loss_0: 2.1600918769836426 (2.204352091144586) | > grad_norm_0: tensor(30.0772, device='cuda:0') (tensor(20.1151, device='cuda:0')) | > loss_gen: 2.73512864112854 (2.7645179039939154) | > loss_kl: 1.561436414718628 (1.7155843300526374) | > loss_feat: 8.923916816711426 (8.265666891520688) | > loss_mel: 12.734609603881836 (13.048882535938002) | > loss_duration: 1.6923621892929077 (1.6695760879214696) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.64745330810547 (27.464227701254618) | > grad_norm_1: tensor(521.3943, device='cuda:0') (tensor(354.4127, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8563 (0.8490992964313017) | > loader_time: 0.009 (0.010098041768846568)  --> TIME: 2025-05-11 10:05:17 -- STEP: 587/725 -- GLOBAL_STEP: 327750 | > loss_disc: 2.2367329597473145 (2.2045091303284394) | > loss_disc_real_0: 0.13608697056770325 (0.1374904349623994) | > loss_disc_real_1: 0.20467081665992737 (0.19005338375470915) | > loss_disc_real_2: 0.20715248584747314 (0.18789318861404927) | > loss_disc_real_3: 0.2316790670156479 (0.20481198706253229) | > loss_disc_real_4: 0.21501848101615906 (0.19508702149281504) | > loss_disc_real_5: 0.21148748695850372 (0.2084376689624136) | > loss_0: 2.2367329597473145 (2.2045091303284394) | > grad_norm_0: tensor(29.0452, device='cuda:0') (tensor(20.2894, device='cuda:0')) | > loss_gen: 2.5908029079437256 (2.766549406506541) | > loss_kl: 1.64541757106781 (1.7111723859631025) | > loss_feat: 7.965612888336182 (8.269575532494045) | > loss_mel: 12.916913986206055 (13.050987791162127) | > loss_duration: 1.6570093631744385 (1.6690123536111547) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.7757568359375 (27.467297445164036) | > grad_norm_1: tensor(517.7062, device='cuda:0') (tensor(359.9811, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8627 (0.8491976728228123) | > loader_time: 0.0108 (0.010083252567245769)  --> TIME: 2025-05-11 10:06:00 -- STEP: 637/725 -- GLOBAL_STEP: 327800 | > loss_disc: 2.1232590675354004 (2.205250828382174) | > loss_disc_real_0: 0.10296914726495743 (0.13783418740404652) | > loss_disc_real_1: 0.20461837947368622 (0.19007232403923618) | > loss_disc_real_2: 0.18970270454883575 (0.18783250254589118) | > loss_disc_real_3: 0.17764419317245483 (0.20480983020091553) | > loss_disc_real_4: 0.19923919439315796 (0.1952698554030766) | > loss_disc_real_5: 0.22459298372268677 (0.20825486013803227) | > loss_0: 2.1232590675354004 (2.205250828382174) | > grad_norm_0: tensor(21.4146, device='cuda:0') (tensor(20.7051, device='cuda:0')) | > loss_gen: 3.028926134109497 (2.7673111137827306) | > loss_kl: 1.9659614562988281 (1.7117947167841205) | > loss_feat: 8.882318496704102 (8.26539853902964) | > loss_mel: 13.584638595581055 (13.049360326171108) | > loss_duration: 1.6361349821090698 (1.6688482201829233) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.097980499267578 (27.46271290621916) | > grad_norm_1: tensor(528.3774, device='cuda:0') (tensor(363.1180, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.8484 (0.8491662723864639) | > loader_time: 0.0093 (0.01005761327698616)  --> TIME: 2025-05-11 10:06:43 -- STEP: 687/725 -- GLOBAL_STEP: 327850 | > loss_disc: 2.2753708362579346 (2.203857586720454) | > loss_disc_real_0: 0.11149300634860992 (0.1373790957608424) | > loss_disc_real_1: 0.23488719761371613 (0.19017193515227876) | > loss_disc_real_2: 0.19218477606773376 (0.18781273587562095) | > loss_disc_real_3: 0.1743963062763214 (0.20467403871610532) | > loss_disc_real_4: 0.2062012404203415 (0.19511110939660264) | > loss_disc_real_5: 0.1957394778728485 (0.20809155138645977) | > loss_0: 2.2753708362579346 (2.203857586720454) | > grad_norm_0: tensor(16.9199, device='cuda:0') (tensor(20.6997, device='cuda:0')) | > loss_gen: 2.722268581390381 (2.767529061788033) | > loss_kl: 1.6419156789779663 (1.7131102190961667) | > loss_feat: 8.083293914794922 (8.266892946096144) | > loss_mel: 12.970346450805664 (13.051965423372982) | > loss_duration: 1.6762871742248535 (1.668744248941301) | > amp_scaler: 512.0 (263.8253275109171) | > loss_1: 27.094112396240234 (27.46824188732165) | > grad_norm_1: tensor(388.6727, device='cuda:0') (tensor(368.4879, device='cuda:0')) | > current_lr_0: 0.00019053089026539405 | > current_lr_1: 0.00019053089026539405 | > step_time: 0.842 (0.8484443105117374) | > loader_time: 0.0096 (0.010031800429720367)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3327536582946777 (2.3327536582946777) | > loss_disc_real_0: 0.20322823524475098 (0.20322823524475098) | > loss_disc_real_1: 0.22781576216220856 (0.22781576216220856) | > loss_disc_real_2: 0.246132031083107 (0.246132031083107) | > loss_disc_real_3: 0.23661881685256958 (0.23661881685256958) | > loss_disc_real_4: 0.2835095524787903 (0.2835095524787903) | > loss_disc_real_5: 0.25018590688705444 (0.25018590688705444) | > loss_0: 2.3327536582946777 (2.3327536582946777) | > loss_gen: 3.2364680767059326 (3.2364680767059326) | > loss_kl: 2.1952707767486572 (2.1952707767486572) | > loss_feat: 7.997646808624268 (7.997646808624268) | > loss_mel: 13.000107765197754 (13.000107765197754) | > loss_duration: 1.7168984413146973 (1.7168984413146973) | > loss_1: 28.146390914916992 (28.146390914916992)  --> STEP: 1 | > loss_disc: 2.325356960296631 (2.325356960296631) | > loss_disc_real_0: 0.21304339170455933 (0.21304339170455933) | > loss_disc_real_1: 0.22885072231292725 (0.22885072231292725) | > loss_disc_real_2: 0.22830088436603546 (0.22830088436603546) | > loss_disc_real_3: 0.21370980143547058 (0.21370980143547058) | > loss_disc_real_4: 0.28861740231513977 (0.28861740231513977) | > loss_disc_real_5: 0.24859733879566193 (0.24859733879566193) | > loss_0: 2.325356960296631 (2.325356960296631) | > loss_gen: 3.120622158050537 (3.120622158050537) | > loss_kl: 2.2359280586242676 (2.2359280586242676) | > loss_feat: 8.151603698730469 (8.151603698730469) | > loss_mel: 13.486342430114746 (13.486342430114746) | > loss_duration: 1.8464951515197754 (1.8464951515197754) | > loss_1: 28.840991973876953 (28.840991973876953)  --> STEP: 2 | > loss_disc: 2.3446664810180664 (2.3350117206573486) | > loss_disc_real_0: 0.21676430106163025 (0.2149038463830948) | > loss_disc_real_1: 0.22257673740386963 (0.22571372985839844) | > loss_disc_real_2: 0.23558399081230164 (0.23194243758916855) | > loss_disc_real_3: 0.2126733958721161 (0.21319159865379333) | > loss_disc_real_4: 0.28956788778305054 (0.28909264504909515) | > loss_disc_real_5: 0.24218018352985382 (0.24538876116275787) | > loss_0: 2.3446664810180664 (2.3350117206573486) | > loss_gen: 3.1193995475769043 (3.1200108528137207) | > loss_kl: 1.9750089645385742 (2.105468511581421) | > loss_feat: 8.041191101074219 (8.096397399902344) | > loss_mel: 13.124898910522461 (13.305620670318604) | > loss_duration: 1.8653419017791748 (1.855918526649475) | > loss_1: 28.125839233398438 (28.483415603637695)  --> STEP: 3 | > loss_disc: 2.295722723007202 (2.3219153881073) | > loss_disc_real_0: 0.1964533030986786 (0.2087536652882894) | > loss_disc_real_1: 0.21650196611881256 (0.22264314194520315) | > loss_disc_real_2: 0.22907322645187378 (0.23098603387673697) | > loss_disc_real_3: 0.2098047286272049 (0.21206264197826385) | > loss_disc_real_4: 0.3090391159057617 (0.295741468667984) | > loss_disc_real_5: 0.25577348470687866 (0.2488503356774648) | > loss_0: 2.295722723007202 (2.3219153881073) | > loss_gen: 3.157564163208008 (3.13252862294515) | > loss_kl: 2.0954906940460205 (2.102142572402954) | > loss_feat: 8.639843940734863 (8.277546246846518) | > loss_mel: 13.672179222106934 (13.427806854248047) | > loss_duration: 1.8371188640594482 (1.8496519724527996) | > loss_1: 29.40219497680664 (28.78967539469401)  --> STEP: 4 | > loss_disc: 2.3266429901123047 (2.323097288608551) | > loss_disc_real_0: 0.24672865867614746 (0.2182474136352539) | > loss_disc_real_1: 0.22245672345161438 (0.22259653732180595) | > loss_disc_real_2: 0.20917947590351105 (0.22553439438343048) | > loss_disc_real_3: 0.20502661168575287 (0.2103036344051361) | > loss_disc_real_4: 0.2756229341030121 (0.29071183502674103) | > loss_disc_real_5: 0.27069738507270813 (0.25431209802627563) | > loss_0: 2.3266429901123047 (2.323097288608551) | > loss_gen: 3.0780563354492188 (3.118910551071167) | > loss_kl: 2.1262729167938232 (2.1081751585006714) | > loss_feat: 9.235016822814941 (8.516913890838623) | > loss_mel: 14.794203758239746 (13.769406080245972) | > loss_duration: 1.7544245719909668 (1.8258451223373413) | > loss_1: 30.98797607421875 (29.339250564575195) --> EVAL PERFORMANCE | > avg_loader_time: 0.28137606382369995 (+0.00011873245239257812) | > avg_loss_disc: 2.323097288608551 (-0.07971936464309692) | > avg_loss_disc_real_0: 0.2182474136352539 (-0.008153583854436874) | > avg_loss_disc_real_1: 0.22259653732180595 (+0.04467412084341049) | > avg_loss_disc_real_2: 0.22553439438343048 (-0.0012628249824047089) | > avg_loss_disc_real_3: 0.2103036344051361 (-0.03633509576320648) | > avg_loss_disc_real_4: 0.29071183502674103 (+0.07002299651503563) | > avg_loss_disc_real_5: 0.25431209802627563 (+0.044108789414167404) | > avg_loss_0: 2.323097288608551 (-0.07971936464309692) | > avg_loss_gen: 3.118910551071167 (+0.346992552280426) | > avg_loss_kl: 2.1081751585006714 (+0.19930210709571838) | > avg_loss_feat: 8.516913890838623 (+0.4117816686630249) | > avg_loss_mel: 13.769406080245972 (+0.1954643726348877) | > avg_loss_duration: 1.8258451223373413 (+0.005186319351196289) | > avg_loss_1: 29.339250564575195 (+1.158726692199707)  > EPOCH: 389/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 10:07:22)   --> TIME: 2025-05-11 10:07:35 -- STEP: 12/725 -- GLOBAL_STEP: 327900 | > loss_disc: 2.1823997497558594 (2.234108487764994) | > loss_disc_real_0: 0.16133156418800354 (0.1407903339713812) | > loss_disc_real_1: 0.21696512401103973 (0.19999408473571142) | > loss_disc_real_2: 0.1919364482164383 (0.19057487634321055) | > loss_disc_real_3: 0.18385936319828033 (0.20383081585168839) | > loss_disc_real_4: 0.18797194957733154 (0.19972939292589822) | > loss_disc_real_5: 0.20104315876960754 (0.20378822833299637) | > loss_0: 2.1823997497558594 (2.234108487764994) | > grad_norm_0: tensor(22.1069, device='cuda:0') (tensor(22.0394, device='cuda:0')) | > loss_gen: 2.789652109146118 (2.7263447443644204) | > loss_kl: 1.5946286916732788 (1.7375099658966064) | > loss_feat: 8.500679969787598 (8.19633142153422) | > loss_mel: 13.418023109436035 (13.15550184249878) | > loss_duration: 1.6915549039840698 (1.6610235373179119) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.994539260864258 (27.476712067921955) | > grad_norm_1: tensor(576.1649, device='cuda:0') (tensor(379.6583, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.846 (0.8332263628641764) | > loader_time: 0.0092 (0.01051110029220581)  --> TIME: 2025-05-11 10:08:18 -- STEP: 62/725 -- GLOBAL_STEP: 327950 | > loss_disc: 2.128103494644165 (2.19194507598877) | > loss_disc_real_0: 0.11186180263757706 (0.1346731399816851) | > loss_disc_real_1: 0.16209402680397034 (0.18912032174487267) | > loss_disc_real_2: 0.17574170231819153 (0.18552443301004748) | > loss_disc_real_3: 0.189098060131073 (0.20578585156509954) | > loss_disc_real_4: 0.15837310254573822 (0.196532842132353) | > loss_disc_real_5: 0.17928780615329742 (0.20567963825118157) | > loss_0: 2.128103494644165 (2.19194507598877) | > grad_norm_0: tensor(10.2194, device='cuda:0') (tensor(21.2002, device='cuda:0')) | > loss_gen: 2.768213987350464 (2.763216822378097) | > loss_kl: 1.5573276281356812 (1.713122150590343) | > loss_feat: 9.10710334777832 (8.350756868239369) | > loss_mel: 14.135699272155762 (13.087758079651863) | > loss_duration: 1.703206181526184 (1.6639281626670592) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.271549224853516 (27.578781927785567) | > grad_norm_1: tensor(131.8045, device='cuda:0') (tensor(377.1489, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8377 (0.8500913996850291) | > loader_time: 0.01 (0.010270234077207504)  --> TIME: 2025-05-11 10:09:02 -- STEP: 112/725 -- GLOBAL_STEP: 328000 | > loss_disc: 2.201371669769287 (2.186960306550776) | > loss_disc_real_0: 0.12274783849716187 (0.13471050360905265) | > loss_disc_real_1: 0.19669213891029358 (0.1889487216249109) | > loss_disc_real_2: 0.16207093000411987 (0.18590653335143412) | > loss_disc_real_3: 0.2021411657333374 (0.20511564865176163) | > loss_disc_real_4: 0.16844899952411652 (0.1951629382425121) | > loss_disc_real_5: 0.2444879710674286 (0.20693374252212898) | > loss_0: 2.201371669769287 (2.186960306550776) | > grad_norm_0: tensor(26.3197, device='cuda:0') (tensor(21.5244, device='cuda:0')) | > loss_gen: 2.7445473670959473 (2.780097872018814) | > loss_kl: 1.5105215311050415 (1.7031774861471993) | > loss_feat: 8.630093574523926 (8.368321303810395) | > loss_mel: 13.310966491699219 (13.093461198466164) | > loss_duration: 1.676170825958252 (1.6681047390614236) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.872299194335938 (27.61316246645791) | > grad_norm_1: tensor(595.1232, device='cuda:0') (tensor(386.2365, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.838 (0.8528675224099841) | > loader_time: 0.0105 (0.0101633220911026) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_328000.pth  --> TIME: 2025-05-11 10:09:47 -- STEP: 162/725 -- GLOBAL_STEP: 328050 | > loss_disc: 2.2973055839538574 (2.195646535467219) | > loss_disc_real_0: 0.13334472477436066 (0.13602814253097695) | > loss_disc_real_1: 0.21677275002002716 (0.18995213499407707) | > loss_disc_real_2: 0.16705726087093353 (0.18745244096642658) | > loss_disc_real_3: 0.214459627866745 (0.20481051026303088) | > loss_disc_real_4: 0.20340393483638763 (0.19528562529587448) | > loss_disc_real_5: 0.21333527565002441 (0.2064828190170688) | > loss_0: 2.2973055839538574 (2.195646535467219) | > grad_norm_0: tensor(15.0595, device='cuda:0') (tensor(20.1363, device='cuda:0')) | > loss_gen: 2.6885502338409424 (2.7713968665511524) | > loss_kl: 1.8452293872833252 (1.7163608074188228) | > loss_feat: 7.663143157958984 (8.330508491139355) | > loss_mel: 11.967862129211426 (13.043189254807837) | > loss_duration: 1.627630352973938 (1.6677416268690133) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.792415618896484 (27.529196986445672) | > grad_norm_1: tensor(101.4295, device='cuda:0') (tensor(366.2447, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8332 (0.8502830472993262) | > loader_time: 0.0096 (0.010145218284041793)  --> TIME: 2025-05-11 10:10:30 -- STEP: 212/725 -- GLOBAL_STEP: 328100 | > loss_disc: 2.0625381469726562 (2.1978489874668843) | > loss_disc_real_0: 0.0956031009554863 (0.13654363404889153) | > loss_disc_real_1: 0.19679982960224152 (0.19025403507194422) | > loss_disc_real_2: 0.18042701482772827 (0.18792941354496293) | > loss_disc_real_3: 0.21013692021369934 (0.20529666887420525) | > loss_disc_real_4: 0.20499752461910248 (0.19517183676362038) | > loss_disc_real_5: 0.20448948442935944 (0.20689183853144913) | > loss_0: 2.0625381469726562 (2.1978489874668843) | > grad_norm_0: tensor(20.7326, device='cuda:0') (tensor(20.2689, device='cuda:0')) | > loss_gen: 2.9657814502716064 (2.7692649746840865) | > loss_kl: 1.6379858255386353 (1.7204559737781306) | > loss_feat: 9.223669052124023 (8.305843132846764) | > loss_mel: 14.531192779541016 (13.016177739737168) | > loss_duration: 1.6910674571990967 (1.668197993399962) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.049697875976562 (27.479939721665293) | > grad_norm_1: tensor(512.1824, device='cuda:0') (tensor(367.6590, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.853 (0.8500964113001553) | > loader_time: 0.0098 (0.010037358077067252)  --> TIME: 2025-05-11 10:11:13 -- STEP: 262/725 -- GLOBAL_STEP: 328150 | > loss_disc: 2.0443978309631348 (2.1994419957845266) | > loss_disc_real_0: 0.14248989522457123 (0.13724050358051565) | > loss_disc_real_1: 0.18511325120925903 (0.19021542978878234) | > loss_disc_real_2: 0.16352149844169617 (0.1877122410210489) | > loss_disc_real_3: 0.2027718424797058 (0.20514147813993552) | > loss_disc_real_4: 0.17272457480430603 (0.19508036572969598) | > loss_disc_real_5: 0.21048256754875183 (0.20705718228607684) | > loss_0: 2.0443978309631348 (2.1994419957845266) | > grad_norm_0: tensor(26.5708, device='cuda:0') (tensor(20.5187, device='cuda:0')) | > loss_gen: 2.881603717803955 (2.7693881160430336) | > loss_kl: 1.6651911735534668 (1.7156380628811492) | > loss_feat: 9.349597930908203 (8.310875037244259) | > loss_mel: 15.38931941986084 (13.013638074161442) | > loss_duration: 1.6642510890960693 (1.6692907441663378) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.94996452331543 (27.478829988086495) | > grad_norm_1: tensor(98.8171, device='cuda:0') (tensor(367.2194, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8801 (0.8484359451832663) | > loader_time: 0.0098 (0.00996342870115324)  --> TIME: 2025-05-11 10:11:56 -- STEP: 312/725 -- GLOBAL_STEP: 328200 | > loss_disc: 2.188004970550537 (2.2004285909426513) | > loss_disc_real_0: 0.137096107006073 (0.13722242202418736) | > loss_disc_real_1: 0.18442687392234802 (0.19020557914597866) | > loss_disc_real_2: 0.193528950214386 (0.1878719507262874) | > loss_disc_real_3: 0.1894102692604065 (0.20532820278253305) | > loss_disc_real_4: 0.2185758352279663 (0.19491613231217253) | > loss_disc_real_5: 0.1961272805929184 (0.20740786963739458) | > loss_0: 2.188004970550537 (2.2004285909426513) | > grad_norm_0: tensor(19.9766, device='cuda:0') (tensor(20.2829, device='cuda:0')) | > loss_gen: 2.691401243209839 (2.767987232941848) | > loss_kl: 1.6328037977218628 (1.7158490052589996) | > loss_feat: 8.413363456726074 (8.299181730319296) | > loss_mel: 12.651616096496582 (12.992996093554371) | > loss_duration: 1.6669490337371826 (1.6686759373316398) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.056133270263672 (27.44468994018359) | > grad_norm_1: tensor(356.9805, device='cuda:0') (tensor(363.0439, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8411 (0.8489223214296197) | > loader_time: 0.0096 (0.009923037046041248)  --> TIME: 2025-05-11 10:12:39 -- STEP: 362/725 -- GLOBAL_STEP: 328250 | > loss_disc: 2.1130475997924805 (2.20201041454768) | > loss_disc_real_0: 0.1033361628651619 (0.137195497895308) | > loss_disc_real_1: 0.19418278336524963 (0.1902822365171343) | > loss_disc_real_2: 0.17351770401000977 (0.18804453072544605) | > loss_disc_real_3: 0.19128456711769104 (0.20520923780637548) | > loss_disc_real_4: 0.17960509657859802 (0.195056960974609) | > loss_disc_real_5: 0.20479054749011993 (0.20754614822278367) | > loss_0: 2.1130475997924805 (2.20201041454768) | > grad_norm_0: tensor(12.2620, device='cuda:0') (tensor(20.2291, device='cuda:0')) | > loss_gen: 3.00058913230896 (2.7657492371553882) | > loss_kl: 1.8163022994995117 (1.718604292329503) | > loss_feat: 8.758489608764648 (8.277881327255) | > loss_mel: 14.239370346069336 (12.969308982237925) | > loss_duration: 1.6129533052444458 (1.6677701604959057) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.427705764770508 (27.39931396884813) | > grad_norm_1: tensor(503.2870, device='cuda:0') (tensor(364.1986, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8382 (0.8480433983038804) | > loader_time: 0.0095 (0.009901649385526038)  --> TIME: 2025-05-11 10:13:22 -- STEP: 412/725 -- GLOBAL_STEP: 328300 | > loss_disc: 2.166917562484741 (2.2033170030533666) | > loss_disc_real_0: 0.14356021583080292 (0.13741712689906085) | > loss_disc_real_1: 0.21411873400211334 (0.19039688281063893) | > loss_disc_real_2: 0.1852845400571823 (0.18833899499794218) | > loss_disc_real_3: 0.2119462788105011 (0.20543186804189262) | > loss_disc_real_4: 0.19601497054100037 (0.1952226445512864) | > loss_disc_real_5: 0.1491362601518631 (0.20732095750790197) | > loss_0: 2.166917562484741 (2.2033170030533666) | > grad_norm_0: tensor(19.9950, device='cuda:0') (tensor(20.6494, device='cuda:0')) | > loss_gen: 2.820347785949707 (2.767541145815433) | > loss_kl: 1.7013894319534302 (1.720508965763073) | > loss_feat: 8.16214656829834 (8.268766811750464) | > loss_mel: 13.08321475982666 (12.969289244957338) | > loss_duration: 1.6607078313827515 (1.668065516983421) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.427804946899414 (27.394171696264767) | > grad_norm_1: tensor(104.9662, device='cuda:0') (tensor(367.1620, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8379 (0.8471255059381134) | > loader_time: 0.0103 (0.009887379350014111)  --> TIME: 2025-05-11 10:14:04 -- STEP: 462/725 -- GLOBAL_STEP: 328350 | > loss_disc: 2.1089789867401123 (2.2047526668676545) | > loss_disc_real_0: 0.15763327479362488 (0.13737898489291034) | > loss_disc_real_1: 0.21558453142642975 (0.1903489056603733) | > loss_disc_real_2: 0.20031869411468506 (0.18851875134812277) | > loss_disc_real_3: 0.19877958297729492 (0.20565719634810564) | > loss_disc_real_4: 0.20126934349536896 (0.19524328884753314) | > loss_disc_real_5: 0.21591876447200775 (0.20785952514255202) | > loss_0: 2.1089789867401123 (2.2047526668676545) | > grad_norm_0: tensor(20.8038, device='cuda:0') (tensor(20.4362, device='cuda:0')) | > loss_gen: 2.896268606185913 (2.764107620561278) | > loss_kl: 1.8471708297729492 (1.7169665010460522) | > loss_feat: 8.478175163269043 (8.259128127779276) | > loss_mel: 13.84679126739502 (12.975042454608072) | > loss_duration: 1.6772260665893555 (1.668377594256298) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.74563217163086 (27.383622289219975) | > grad_norm_1: tensor(497.1697, device='cuda:0') (tensor(361.5562, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.7833 (0.845816367632383) | > loader_time: 0.0116 (0.009872589276466542)  --> TIME: 2025-05-11 10:14:47 -- STEP: 512/725 -- GLOBAL_STEP: 328400 | > loss_disc: 2.1958799362182617 (2.2045714559499157) | > loss_disc_real_0: 0.1095406636595726 (0.13711939289351008) | > loss_disc_real_1: 0.19189061224460602 (0.1903364144382067) | > loss_disc_real_2: 0.1844988316297531 (0.1885592754551907) | > loss_disc_real_3: 0.20389990508556366 (0.2054101373068988) | > loss_disc_real_4: 0.18774744868278503 (0.19516305360593833) | > loss_disc_real_5: 0.22751131653785706 (0.20810116542270407) | > loss_0: 2.1958799362182617 (2.2045714559499157) | > grad_norm_0: tensor(15.8204, device='cuda:0') (tensor(20.0513, device='cuda:0')) | > loss_gen: 2.8611578941345215 (2.7612178069539373) | > loss_kl: 1.8753538131713867 (1.7166373671498145) | > loss_feat: 8.203900337219238 (8.249831708148118) | > loss_mel: 12.456049919128418 (12.974458625540136) | > loss_duration: 1.6261961460113525 (1.6692288492340595) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.022659301757812 (27.37137435004115) | > grad_norm_1: tensor(88.8258, device='cuda:0') (tensor(349.7219, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8457 (0.845085030887276) | > loader_time: 0.0095 (0.009856861084699638)  --> TIME: 2025-05-11 10:15:30 -- STEP: 562/725 -- GLOBAL_STEP: 328450 | > loss_disc: 2.2422189712524414 (2.2033273170427057) | > loss_disc_real_0: 0.21155999600887299 (0.13718296291830293) | > loss_disc_real_1: 0.19439011812210083 (0.19020025689300687) | > loss_disc_real_2: 0.19606637954711914 (0.18842510835290793) | > loss_disc_real_3: 0.21125173568725586 (0.20553006369660332) | > loss_disc_real_4: 0.24553659558296204 (0.19501290796490323) | > loss_disc_real_5: 0.20212091505527496 (0.20799528820658922) | > loss_0: 2.2422189712524414 (2.2033273170427057) | > grad_norm_0: tensor(27.8287, device='cuda:0') (tensor(19.9493, device='cuda:0')) | > loss_gen: 2.853679895401001 (2.764023712521347) | > loss_kl: 1.8317960500717163 (1.715366461523062) | > loss_feat: 7.8353047370910645 (8.266725683551659) | > loss_mel: 12.951342582702637 (13.008871324545973) | > loss_duration: 1.643967866897583 (1.669370670547689) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.116090774536133 (27.424357852053387) | > grad_norm_1: tensor(334.9554, device='cuda:0') (tensor(343.2152, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8787 (0.844572102047795) | > loader_time: 0.0094 (0.009840097291613815)  --> TIME: 2025-05-11 10:16:12 -- STEP: 612/725 -- GLOBAL_STEP: 328500 | > loss_disc: 2.2521910667419434 (2.203891429051853) | > loss_disc_real_0: 0.11732106655836105 (0.1371182238232662) | > loss_disc_real_1: 0.20070306956768036 (0.19021823167119148) | > loss_disc_real_2: 0.20551766455173492 (0.18860706505578712) | > loss_disc_real_3: 0.18896186351776123 (0.2055144232813439) | > loss_disc_real_4: 0.20939594507217407 (0.19511053046467255) | > loss_disc_real_5: 0.1780043989419937 (0.20791614842083717) | > loss_0: 2.2521910667419434 (2.203891429051853) | > grad_norm_0: tensor(26.5959, device='cuda:0') (tensor(20.0447, device='cuda:0')) | > loss_gen: 2.6200640201568604 (2.7642519057186585) | > loss_kl: 1.6833595037460327 (1.713795716271681) | > loss_feat: 7.680728435516357 (8.256298974448555) | > loss_mel: 12.499479293823242 (13.006337346594314) | > loss_duration: 1.600536584854126 (1.66887681877691) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.08416748046875 (27.409560764537133) | > grad_norm_1: tensor(217.2128, device='cuda:0') (tensor(344.9488, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8074 (0.8444555448550808) | > loader_time: 0.0087 (0.00980813908421137)  --> TIME: 2025-05-11 10:16:55 -- STEP: 662/725 -- GLOBAL_STEP: 328550 | > loss_disc: 2.3339009284973145 (2.203661649068676) | > loss_disc_real_0: 0.20747102797031403 (0.13700714089494098) | > loss_disc_real_1: 0.1868545114994049 (0.1903622100000295) | > loss_disc_real_2: 0.20157554745674133 (0.18867491639227654) | > loss_disc_real_3: 0.20978155732154846 (0.2055625042841513) | > loss_disc_real_4: 0.1924934685230255 (0.19498973110201132) | > loss_disc_real_5: 0.23177006840705872 (0.20778164067207147) | > loss_0: 2.3339009284973145 (2.203661649068676) | > grad_norm_0: tensor(30.7963, device='cuda:0') (tensor(20.0896, device='cuda:0')) | > loss_gen: 2.6067419052124023 (2.764072027091172) | > loss_kl: 1.7550567388534546 (1.712126329226076) | > loss_feat: 7.519565105438232 (8.248576523674215) | > loss_mel: 11.472681045532227 (12.999715528459348) | > loss_duration: 1.6826462745666504 (1.6694462951216453) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.036691665649414 (27.39393672482124) | > grad_norm_1: tensor(462.2487, device='cuda:0') (tensor(346.8112, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8579 (0.8442197292592953) | > loader_time: 0.0097 (0.00979766420727411)  --> TIME: 2025-05-11 10:17:38 -- STEP: 712/725 -- GLOBAL_STEP: 328600 | > loss_disc: 2.2205936908721924 (2.2047095534841663) | > loss_disc_real_0: 0.12105914950370789 (0.13701871393269371) | > loss_disc_real_1: 0.22140885889530182 (0.19042245457681378) | > loss_disc_real_2: 0.20001451671123505 (0.18862889544891834) | > loss_disc_real_3: 0.18655191361904144 (0.20572139128121758) | > loss_disc_real_4: 0.17375244200229645 (0.19503221999895703) | > loss_disc_real_5: 0.2235536426305771 (0.20812083037800333) | > loss_0: 2.2205936908721924 (2.2047095534841663) | > grad_norm_0: tensor(13.9966, device='cuda:0') (tensor(20.0604, device='cuda:0')) | > loss_gen: 2.645684003829956 (2.7622193536731627) | > loss_kl: 1.6897262334823608 (1.7119573681207185) | > loss_feat: 7.871856212615967 (8.246663181299565) | > loss_mel: 12.678813934326172 (13.008024486263146) | > loss_duration: 1.6535181999206543 (1.669172399666872) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.53959846496582 (27.3980368148075) | > grad_norm_1: tensor(309.6458, device='cuda:0') (tensor(346.7794, device='cuda:0')) | > current_lr_0: 0.00019050707390411086 | > current_lr_1: 0.00019050707390411086 | > step_time: 0.8135 (0.8440136152706792) | > loader_time: 0.0101 (0.009794545977303153)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.295734167098999 (2.295734167098999) | > loss_disc_real_0: 0.18269799649715424 (0.18269799649715424) | > loss_disc_real_1: 0.19110840559005737 (0.19110840559005737) | > loss_disc_real_2: 0.23279117047786713 (0.23279117047786713) | > loss_disc_real_3: 0.2226676046848297 (0.2226676046848297) | > loss_disc_real_4: 0.30272945761680603 (0.30272945761680603) | > loss_disc_real_5: 0.2428480088710785 (0.2428480088710785) | > loss_0: 2.295734167098999 (2.295734167098999) | > loss_gen: 3.2077994346618652 (3.2077994346618652) | > loss_kl: 1.9305628538131714 (1.9305628538131714) | > loss_feat: 9.674673080444336 (9.674673080444336) | > loss_mel: 15.053251266479492 (15.053251266479492) | > loss_duration: 1.7104005813598633 (1.7104005813598633) | > loss_1: 31.57668685913086 (31.57668685913086)  --> STEP: 1 | > loss_disc: 2.318359136581421 (2.318359136581421) | > loss_disc_real_0: 0.21203835308551788 (0.21203835308551788) | > loss_disc_real_1: 0.1795399785041809 (0.1795399785041809) | > loss_disc_real_2: 0.23220506310462952 (0.23220506310462952) | > loss_disc_real_3: 0.22000199556350708 (0.22000199556350708) | > loss_disc_real_4: 0.2936176061630249 (0.2936176061630249) | > loss_disc_real_5: 0.23852460086345673 (0.23852460086345673) | > loss_0: 2.318359136581421 (2.318359136581421) | > loss_gen: 3.1631250381469727 (3.1631250381469727) | > loss_kl: 2.025942325592041 (2.025942325592041) | > loss_feat: 8.23513126373291 (8.23513126373291) | > loss_mel: 13.453446388244629 (13.453446388244629) | > loss_duration: 1.8461225032806396 (1.8461225032806396) | > loss_1: 28.723766326904297 (28.723766326904297)  --> STEP: 2 | > loss_disc: 2.2049732208251953 (2.261666178703308) | > loss_disc_real_0: 0.1828596144914627 (0.1974489837884903) | > loss_disc_real_1: 0.18378473818302155 (0.18166235834360123) | > loss_disc_real_2: 0.21809612214565277 (0.22515059262514114) | > loss_disc_real_3: 0.20960691571235657 (0.21480445563793182) | > loss_disc_real_4: 0.27881860733032227 (0.2862181067466736) | > loss_disc_real_5: 0.2172747701406479 (0.2278996855020523) | > loss_0: 2.2049732208251953 (2.261666178703308) | > loss_gen: 3.2125725746154785 (3.1878488063812256) | > loss_kl: 1.9217946529388428 (1.973868489265442) | > loss_feat: 8.561893463134766 (8.398512363433838) | > loss_mel: 13.944602012634277 (13.699024200439453) | > loss_duration: 1.868628740310669 (1.8573756217956543) | > loss_1: 29.509492874145508 (29.116629600524902)  --> STEP: 3 | > loss_disc: 2.3148581981658936 (2.2793968518575034) | > loss_disc_real_0: 0.18537859618663788 (0.1934255212545395) | > loss_disc_real_1: 0.1934460997581482 (0.18559027214845022) | > loss_disc_real_2: 0.22024032473564148 (0.22351383666197458) | > loss_disc_real_3: 0.22202317416667938 (0.21721069514751434) | > loss_disc_real_4: 0.2804192304611206 (0.2842851479848226) | > loss_disc_real_5: 0.2308216542005539 (0.2288736750682195) | > loss_0: 2.3148581981658936 (2.2793968518575034) | > loss_gen: 2.9378671646118164 (3.1045215924580893) | > loss_kl: 2.05180287361145 (1.999846617380778) | > loss_feat: 7.976466178894043 (8.257830301920572) | > loss_mel: 13.19705867767334 (13.531702359517416) | > loss_duration: 1.850162148475647 (1.8549711306889851) | > loss_1: 28.013355255126953 (28.748871485392254)  --> STEP: 4 | > loss_disc: 2.2930192947387695 (2.28280246257782) | > loss_disc_real_0: 0.18460887670516968 (0.19122136011719704) | > loss_disc_real_1: 0.19684509932994843 (0.18840397894382477) | > loss_disc_real_2: 0.24082228541374207 (0.22784094884991646) | > loss_disc_real_3: 0.19426757097244263 (0.21147491410374641) | > loss_disc_real_4: 0.31028228998184204 (0.29078443348407745) | > loss_disc_real_5: 0.27154862880706787 (0.2395424135029316) | > loss_0: 2.2930192947387695 (2.28280246257782) | > loss_gen: 3.0314226150512695 (3.0862468481063843) | > loss_kl: 1.8334143161773682 (1.9582385420799255) | > loss_feat: 9.723000526428223 (8.624122858047485) | > loss_mel: 13.759145736694336 (13.588563203811646) | > loss_duration: 1.7737847566604614 (1.8346745371818542) | > loss_1: 30.120765686035156 (29.09184503555298) --> EVAL PERFORMANCE | > avg_loader_time: 0.27900779247283936 (-0.0023682713508605957) | > avg_loss_disc: 2.28280246257782 (-0.0402948260307312) | > avg_loss_disc_real_0: 0.19122136011719704 (-0.02702605351805687) | > avg_loss_disc_real_1: 0.18840397894382477 (-0.034192558377981186) | > avg_loss_disc_real_2: 0.22784094884991646 (+0.002306554466485977) | > avg_loss_disc_real_3: 0.21147491410374641 (+0.0011712796986103058) | > avg_loss_disc_real_4: 0.29078443348407745 (+7.259845733642578e-05) | > avg_loss_disc_real_5: 0.2395424135029316 (-0.01476968452334404) | > avg_loss_0: 2.28280246257782 (-0.0402948260307312) | > avg_loss_gen: 3.0862468481063843 (-0.032663702964782715) | > avg_loss_kl: 1.9582385420799255 (-0.14993661642074585) | > avg_loss_feat: 8.624122858047485 (+0.1072089672088623) | > avg_loss_mel: 13.588563203811646 (-0.18084287643432617) | > avg_loss_duration: 1.8346745371818542 (+0.00882941484451294) | > avg_loss_1: 29.09184503555298 (-0.2474055290222168)  > EPOCH: 390/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 10:17:55)   --> TIME: 2025-05-11 10:18:29 -- STEP: 37/725 -- GLOBAL_STEP: 328650 | > loss_disc: 2.1280834674835205 (2.2030583297884143) | > loss_disc_real_0: 0.10848992317914963 (0.13581774484466863) | > loss_disc_real_1: 0.19449704885482788 (0.1934691216494586) | > loss_disc_real_2: 0.19496160745620728 (0.18758455321595474) | > loss_disc_real_3: 0.18745535612106323 (0.2040707440795125) | > loss_disc_real_4: 0.2071642279624939 (0.1993760011486105) | > loss_disc_real_5: 0.19639140367507935 (0.20836272956551732) | > loss_0: 2.1280834674835205 (2.2030583297884143) | > grad_norm_0: tensor(12.3379, device='cuda:0') (tensor(18.3431, device='cuda:0')) | > loss_gen: 2.9401586055755615 (2.7548770324603935) | > loss_kl: 1.742100715637207 (1.724454557573473) | > loss_feat: 8.659259796142578 (8.269941665030814) | > loss_mel: 12.71129035949707 (12.964490168803447) | > loss_duration: 1.665757417678833 (1.6680861808158256) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.718568801879883 (27.381849701340133) | > grad_norm_1: tensor(594.2107, device='cuda:0') (tensor(383.2484, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8419 (0.8377487208392169) | > loader_time: 0.0099 (0.010458546715813715)  --> TIME: 2025-05-11 10:19:12 -- STEP: 87/725 -- GLOBAL_STEP: 328700 | > loss_disc: 2.225337266921997 (2.2078852584992337) | > loss_disc_real_0: 0.13926644623279572 (0.13948309584253132) | > loss_disc_real_1: 0.20223797857761383 (0.19218119019749522) | > loss_disc_real_2: 0.20451557636260986 (0.18747323117722037) | > loss_disc_real_3: 0.21960531175136566 (0.20620438679196368) | > loss_disc_real_4: 0.17575281858444214 (0.19619312111673692) | > loss_disc_real_5: 0.20808660984039307 (0.20912896353622962) | > loss_0: 2.225337266921997 (2.2078852584992337) | > grad_norm_0: tensor(22.5033, device='cuda:0') (tensor(20.1454, device='cuda:0')) | > loss_gen: 2.5120491981506348 (2.767715163614558) | > loss_kl: 1.6199039220809937 (1.7129827038995151) | > loss_feat: 7.460522174835205 (8.263347165337928) | > loss_mel: 11.83104133605957 (12.96447832831021) | > loss_duration: 1.6422667503356934 (1.6679461934100623) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.065784454345703 (27.376469447694976) | > grad_norm_1: tensor(455.3607, device='cuda:0') (tensor(398.7166, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8154 (0.8428720633188883) | > loader_time: 0.0126 (0.010299351023531512)  --> TIME: 2025-05-11 10:19:55 -- STEP: 137/725 -- GLOBAL_STEP: 328750 | > loss_disc: 2.05855393409729 (2.2020731764118167) | > loss_disc_real_0: 0.1264493316411972 (0.13861893443730622) | > loss_disc_real_1: 0.17577189207077026 (0.1906990384968528) | > loss_disc_real_2: 0.1861380636692047 (0.18746348834820903) | > loss_disc_real_3: 0.16966721415519714 (0.2056347094748142) | > loss_disc_real_4: 0.16990284621715546 (0.19511216911521276) | > loss_disc_real_5: 0.20493222773075104 (0.20809031000537598) | > loss_0: 2.05855393409729 (2.2020731764118167) | > grad_norm_0: tensor(21.7837, device='cuda:0') (tensor(20.0695, device='cuda:0')) | > loss_gen: 2.9389522075653076 (2.7693692176011355) | > loss_kl: 1.725935459136963 (1.7038226745424478) | > loss_feat: 9.136205673217773 (8.308771742521415) | > loss_mel: 13.356832504272461 (13.044238306310055) | > loss_duration: 1.6421139240264893 (1.6682606874591244) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.800039291381836 (27.494462632784877) | > grad_norm_1: tensor(477.0495, device='cuda:0') (tensor(386.1298, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8164 (0.8427187682938402) | > loader_time: 0.009 (0.010223983848181958)  --> TIME: 2025-05-11 10:20:37 -- STEP: 187/725 -- GLOBAL_STEP: 328800 | > loss_disc: 2.088681221008301 (2.1990785885622173) | > loss_disc_real_0: 0.11937057226896286 (0.13784117972787052) | > loss_disc_real_1: 0.17623111605644226 (0.19049527332744504) | > loss_disc_real_2: 0.19184744358062744 (0.18734573624669545) | > loss_disc_real_3: 0.14852602779865265 (0.20499966034595987) | > loss_disc_real_4: 0.16850391030311584 (0.19464583001672264) | > loss_disc_real_5: 0.16717800498008728 (0.20761780879076794) | > loss_0: 2.088681221008301 (2.1990785885622173) | > grad_norm_0: tensor(11.5768, device='cuda:0') (tensor(20.2822, device='cuda:0')) | > loss_gen: 2.9429216384887695 (2.771893893971163) | > loss_kl: 1.8381917476654053 (1.7082375358132755) | > loss_feat: 9.19084358215332 (8.29326253523801) | > loss_mel: 14.755951881408691 (13.04984435933159) | > loss_duration: 1.6916382312774658 (1.6690521329481969) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.41954803466797 (27.492290496826172) | > grad_norm_1: tensor(82.3542, device='cuda:0') (tensor(376.1992, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8523 (0.8412882452980083) | > loader_time: 0.0108 (0.010226601585347387)  --> TIME: 2025-05-11 10:21:20 -- STEP: 237/725 -- GLOBAL_STEP: 328850 | > loss_disc: 2.1714565753936768 (2.2033491270451617) | > loss_disc_real_0: 0.1422901600599289 (0.13799876109834464) | > loss_disc_real_1: 0.18385325372219086 (0.19086199753646615) | > loss_disc_real_2: 0.1857401430606842 (0.18853623228234076) | > loss_disc_real_3: 0.22224034368991852 (0.20521339648383585) | > loss_disc_real_4: 0.20052295923233032 (0.19528809592190674) | > loss_disc_real_5: 0.24227868020534515 (0.20798618714266187) | > loss_0: 2.1714565753936768 (2.2033491270451617) | > grad_norm_0: tensor(22.0643, device='cuda:0') (tensor(19.4219, device='cuda:0')) | > loss_gen: 2.824841022491455 (2.768577360402683) | > loss_kl: 1.7509812116622925 (1.7035872986548057) | > loss_feat: 9.199063301086426 (8.283931082311067) | > loss_mel: 14.63684368133545 (13.052358868755872) | > loss_duration: 1.6336910724639893 (1.669152547035539) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.045419692993164 (27.477607236129824) | > grad_norm_1: tensor(106.7125, device='cuda:0') (tensor(356.6184, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8288 (0.841868853267235) | > loader_time: 0.009 (0.01023918767518635)  --> TIME: 2025-05-11 10:22:03 -- STEP: 287/725 -- GLOBAL_STEP: 328900 | > loss_disc: 2.310853958129883 (2.203724228131232) | > loss_disc_real_0: 0.13790108263492584 (0.1382771825696949) | > loss_disc_real_1: 0.20964191854000092 (0.19067996247097183) | > loss_disc_real_2: 0.18351730704307556 (0.1888274811078447) | > loss_disc_real_3: 0.18151339888572693 (0.20516825308990813) | > loss_disc_real_4: 0.21581068634986877 (0.19501320685451454) | > loss_disc_real_5: 0.1844450682401657 (0.20768271827946977) | > loss_0: 2.310853958129883 (2.203724228131232) | > grad_norm_0: tensor(24.2111, device='cuda:0') (tensor(19.9407, device='cuda:0')) | > loss_gen: 2.539302110671997 (2.7687069281468406) | > loss_kl: 1.7712852954864502 (1.7117429610328811) | > loss_feat: 6.9474358558654785 (8.279649756095973) | > loss_mel: 11.424808502197266 (13.063502477851895) | > loss_duration: 1.6543240547180176 (1.6689865655599987) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.337156295776367 (27.49258874102336) | > grad_norm_1: tensor(406.3088, device='cuda:0') (tensor(358.1630, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8027 (0.8412525645531843) | > loader_time: 0.0094 (0.010215765092431047)  --> TIME: 2025-05-11 10:22:46 -- STEP: 337/725 -- GLOBAL_STEP: 328950 | > loss_disc: 2.2077829837799072 (2.2035606183354863) | > loss_disc_real_0: 0.21499311923980713 (0.13768413028395152) | > loss_disc_real_1: 0.15755082666873932 (0.19051812615698815) | > loss_disc_real_2: 0.17860881984233856 (0.18895889040447464) | > loss_disc_real_3: 0.20680516958236694 (0.20523793022604309) | > loss_disc_real_4: 0.17795808613300323 (0.19546667510748625) | > loss_disc_real_5: 0.20782826840877533 (0.2075352931853926) | > loss_0: 2.2077829837799072 (2.2035606183354863) | > grad_norm_0: tensor(55.1218, device='cuda:0') (tensor(19.9328, device='cuda:0')) | > loss_gen: 2.7853617668151855 (2.7686465968010325) | > loss_kl: 1.6911239624023438 (1.7111262012306236) | > loss_feat: 8.403642654418945 (8.279937062136153) | > loss_mel: 12.736414909362793 (13.05342188645541) | > loss_duration: 1.6492130756378174 (1.6682120770304416) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.265756607055664 (27.481343889094955) | > grad_norm_1: tensor(651.9647, device='cuda:0') (tensor(359.2744, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8665 (0.8412753976770961) | > loader_time: 0.0104 (0.010184138040514304)  --> TIME: 2025-05-11 10:23:29 -- STEP: 387/725 -- GLOBAL_STEP: 329000 | > loss_disc: 2.2204818725585938 (2.202206481334773) | > loss_disc_real_0: 0.13662126660346985 (0.13736404511278621) | > loss_disc_real_1: 0.20599539577960968 (0.190288823973917) | > loss_disc_real_2: 0.16571271419525146 (0.18866911476588663) | > loss_disc_real_3: 0.18977008759975433 (0.20508547373674335) | > loss_disc_real_4: 0.19439880549907684 (0.19520384381291794) | > loss_disc_real_5: 0.20737668871879578 (0.20768593409572772) | > loss_0: 2.2204818725585938 (2.202206481334773) | > grad_norm_0: tensor(12.2375, device='cuda:0') (tensor(20.0121, device='cuda:0')) | > loss_gen: 2.689425468444824 (2.7708073771277126) | > loss_kl: 1.43126380443573 (1.7108289086541464) | > loss_feat: 7.941957950592041 (8.280579817079461) | > loss_mel: 12.808815002441406 (13.034636709425184) | > loss_duration: 1.734604835510254 (1.66875887471576) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.606067657470703 (27.4656117412163) | > grad_norm_1: tensor(77.6754, device='cuda:0') (tensor(358.8053, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8568 (0.8436281089634858) | > loader_time: 0.0093 (0.010167243868805643) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_329000.pth  --> TIME: 2025-05-11 10:24:15 -- STEP: 437/725 -- GLOBAL_STEP: 329050 | > loss_disc: 2.1103453636169434 (2.2043994676057475) | > loss_disc_real_0: 0.09658437222242355 (0.1374952963956163) | > loss_disc_real_1: 0.16422855854034424 (0.19057587078970692) | > loss_disc_real_2: 0.17895130813121796 (0.18885251999037747) | > loss_disc_real_3: 0.17434844374656677 (0.20500747999282948) | > loss_disc_real_4: 0.19213320314884186 (0.1953382743714331) | > loss_disc_real_5: 0.24491912126541138 (0.20801637688272334) | > loss_0: 2.1103453636169434 (2.2043994676057475) | > grad_norm_0: tensor(28.1778, device='cuda:0') (tensor(19.9240, device='cuda:0')) | > loss_gen: 3.0551531314849854 (2.765024303026002) | > loss_kl: 1.8412736654281616 (1.7143995156277236) | > loss_feat: 9.951465606689453 (8.247891974940186) | > loss_mel: 13.746566772460938 (13.00542023743863) | > loss_duration: 1.6314295530319214 (1.6683924569145214) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.225889205932617 (27.40112851140701) | > grad_norm_1: tensor(574.2221, device='cuda:0') (tensor(357.2018, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8933 (0.8436470266337799) | > loader_time: 0.0099 (0.010149968297857987)  --> TIME: 2025-05-11 10:24:58 -- STEP: 487/725 -- GLOBAL_STEP: 329100 | > loss_disc: 2.183248996734619 (2.204137805306201) | > loss_disc_real_0: 0.11149894446134567 (0.13726959148043252) | > loss_disc_real_1: 0.1872236728668213 (0.19104461059800415) | > loss_disc_real_2: 0.17284682393074036 (0.18892422125691982) | > loss_disc_real_3: 0.19794334471225739 (0.20523631089277097) | > loss_disc_real_4: 0.18658120930194855 (0.19521065656042202) | > loss_disc_real_5: 0.20961588621139526 (0.2074322529764391) | > loss_0: 2.183248996734619 (2.204137805306201) | > grad_norm_0: tensor(10.5170, device='cuda:0') (tensor(20.1886, device='cuda:0')) | > loss_gen: 2.829186201095581 (2.7674687329748564) | > loss_kl: 1.6785223484039307 (1.7148380862124402) | > loss_feat: 8.901095390319824 (8.247913833516336) | > loss_mel: 13.344149589538574 (13.014697625162176) | > loss_duration: 1.647275447845459 (1.668777864082148) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.40022850036621 (27.413696163733636) | > grad_norm_1: tensor(179.4508, device='cuda:0') (tensor(363.9966, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8044 (0.8438042404715286) | > loader_time: 0.0095 (0.010101011891139851)  --> TIME: 2025-05-11 10:25:41 -- STEP: 537/725 -- GLOBAL_STEP: 329150 | > loss_disc: 2.349881172180176 (2.2034374852864214) | > loss_disc_real_0: 0.10440781712532043 (0.1372053000097836) | > loss_disc_real_1: 0.20497769117355347 (0.1909412347349153) | > loss_disc_real_2: 0.1987113207578659 (0.18850342576952162) | > loss_disc_real_3: 0.22862140834331512 (0.20521678249707218) | > loss_disc_real_4: 0.21632204949855804 (0.1951570263621528) | > loss_disc_real_5: 0.20563553273677826 (0.20756247462063088) | > loss_0: 2.349881172180176 (2.2034374852864214) | > grad_norm_0: tensor(23.7859, device='cuda:0') (tensor(20.2638, device='cuda:0')) | > loss_gen: 2.6377105712890625 (2.7661513980318477) | > loss_kl: 1.6532411575317383 (1.7173089925581295) | > loss_feat: 7.0088210105896 (8.243939391727558) | > loss_mel: 12.015090942382812 (13.007483157365682) | > loss_duration: 1.6810777187347412 (1.6691422287090305) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.995941162109375 (27.404025186151543) | > grad_norm_1: tensor(526.6298, device='cuda:0') (tensor(369.3808, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8396 (0.8442888317605415) | > loader_time: 0.0093 (0.010096616585161432)  --> TIME: 2025-05-11 10:26:24 -- STEP: 587/725 -- GLOBAL_STEP: 329200 | > loss_disc: 2.2406651973724365 (2.2032972943843725) | > loss_disc_real_0: 0.17954210937023163 (0.13715919526055906) | > loss_disc_real_1: 0.18486884236335754 (0.19087889447833653) | > loss_disc_real_2: 0.21048593521118164 (0.18848032566514072) | > loss_disc_real_3: 0.220401331782341 (0.20527829222216118) | > loss_disc_real_4: 0.18980132043361664 (0.19513099908422588) | > loss_disc_real_5: 0.1833598017692566 (0.207690574850703) | > loss_0: 2.2406651973724365 (2.2032972943843725) | > grad_norm_0: tensor(29.5168, device='cuda:0') (tensor(20.0625, device='cuda:0')) | > loss_gen: 2.7088873386383057 (2.7652472418049117) | > loss_kl: 1.637313723564148 (1.7176142593867934) | > loss_feat: 8.241809844970703 (8.245615970540086) | > loss_mel: 13.452470779418945 (13.007326697978286) | > loss_duration: 1.6526482105255127 (1.6685429602302926) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.693130493164062 (27.404347145171545) | > grad_norm_1: tensor(339.3120, device='cuda:0') (tensor(367.5949, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8689 (0.8447900078365708) | > loader_time: 0.0094 (0.010065670923236274)  --> TIME: 2025-05-11 10:27:07 -- STEP: 637/725 -- GLOBAL_STEP: 329250 | > loss_disc: 2.206109046936035 (2.204399707553149) | > loss_disc_real_0: 0.11821218580007553 (0.13696931079147015) | > loss_disc_real_1: 0.16982167959213257 (0.19105865767743188) | > loss_disc_real_2: 0.16310828924179077 (0.18858442936250508) | > loss_disc_real_3: 0.20596225559711456 (0.20541333291369682) | > loss_disc_real_4: 0.21048443019390106 (0.19530419687180567) | > loss_disc_real_5: 0.20997989177703857 (0.20794680920463152) | > loss_0: 2.206109046936035 (2.204399707553149) | > grad_norm_0: tensor(27.0245, device='cuda:0') (tensor(20.1840, device='cuda:0')) | > loss_gen: 2.6338729858398438 (2.7633088121608798) | > loss_kl: 1.6938554048538208 (1.7199709477192562) | > loss_feat: 8.568575859069824 (8.234960919833824) | > loss_mel: 13.328128814697266 (12.991717946398383) | > loss_duration: 1.6466917991638184 (1.668325163505889) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.871126174926758 (27.37828381357238) | > grad_norm_1: tensor(431.0137, device='cuda:0') (tensor(369.8317, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8337 (0.8456742501520849) | > loader_time: 0.0092 (0.010045499966320466)  --> TIME: 2025-05-11 10:27:50 -- STEP: 687/725 -- GLOBAL_STEP: 329300 | > loss_disc: 2.215886116027832 (2.205273846004377) | > loss_disc_real_0: 0.19671225547790527 (0.1372700688012998) | > loss_disc_real_1: 0.18164056539535522 (0.19111417524592497) | > loss_disc_real_2: 0.17821553349494934 (0.1885418518835452) | > loss_disc_real_3: 0.2049698680639267 (0.2054729433038871) | > loss_disc_real_4: 0.1667444258928299 (0.1954277192054012) | > loss_disc_real_5: 0.209212988615036 (0.20795011461822221) | > loss_0: 2.215886116027832 (2.205273846004377) | > grad_norm_0: tensor(27.5068, device='cuda:0') (tensor(20.5644, device='cuda:0')) | > loss_gen: 2.8206844329833984 (2.764057038652842) | > loss_kl: 1.6443862915039062 (1.7193216002143623) | > loss_feat: 8.61231803894043 (8.23271959907277) | > loss_mel: 12.946565628051758 (12.99114588219699) | > loss_duration: 1.6828827857971191 (1.6683629352105926) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.706836700439453 (27.375607097686814) | > grad_norm_1: tensor(147.0516, device='cuda:0') (tensor(374.1341, device='cuda:0')) | > current_lr_0: 0.00019048326051987284 | > current_lr_1: 0.00019048326051987284 | > step_time: 0.8629 (0.8456311732573975) | > loader_time: 0.0096 (0.010030876254063665)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3844094276428223 (2.3844094276428223) | > loss_disc_real_0: 0.15896645188331604 (0.15896645188331604) | > loss_disc_real_1: 0.20971688628196716 (0.20971688628196716) | > loss_disc_real_2: 0.2367209792137146 (0.2367209792137146) | > loss_disc_real_3: 0.22961342334747314 (0.22961342334747314) | > loss_disc_real_4: 0.2185780256986618 (0.2185780256986618) | > loss_disc_real_5: 0.28246575593948364 (0.28246575593948364) | > loss_0: 2.3844094276428223 (2.3844094276428223) | > loss_gen: 2.5465331077575684 (2.5465331077575684) | > loss_kl: 2.247119188308716 (2.247119188308716) | > loss_feat: 6.9444122314453125 (6.9444122314453125) | > loss_mel: 11.937907218933105 (11.937907218933105) | > loss_duration: 1.7057493925094604 (1.7057493925094604) | > loss_1: 25.38172149658203 (25.38172149658203)  --> STEP: 1 | > loss_disc: 2.2355728149414062 (2.2355728149414062) | > loss_disc_real_0: 0.12332982569932938 (0.12332982569932938) | > loss_disc_real_1: 0.18493017554283142 (0.18493017554283142) | > loss_disc_real_2: 0.23046131432056427 (0.23046131432056427) | > loss_disc_real_3: 0.19993677735328674 (0.19993677735328674) | > loss_disc_real_4: 0.20961806178092957 (0.20961806178092957) | > loss_disc_real_5: 0.2734587788581848 (0.2734587788581848) | > loss_0: 2.2355728149414062 (2.2355728149414062) | > loss_gen: 2.7126059532165527 (2.7126059532165527) | > loss_kl: 2.0382649898529053 (2.0382649898529053) | > loss_feat: 8.510767936706543 (8.510767936706543) | > loss_mel: 14.315095901489258 (14.315095901489258) | > loss_duration: 1.8311488628387451 (1.8311488628387451) | > loss_1: 29.407882690429688 (29.407882690429688)  --> STEP: 2 | > loss_disc: 2.2876791954040527 (2.2616260051727295) | > loss_disc_real_0: 0.1287641078233719 (0.12604696676135063) | > loss_disc_real_1: 0.18940584361553192 (0.18716800957918167) | > loss_disc_real_2: 0.22750535607337952 (0.2289833351969719) | > loss_disc_real_3: 0.2096930742263794 (0.20481492578983307) | > loss_disc_real_4: 0.2089647501707077 (0.20929140597581863) | > loss_disc_real_5: 0.26572850346565247 (0.26959364116191864) | > loss_0: 2.2876791954040527 (2.2616260051727295) | > loss_gen: 2.6030871868133545 (2.6578465700149536) | > loss_kl: 2.047496795654297 (2.042880892753601) | > loss_feat: 7.602266788482666 (8.056517362594604) | > loss_mel: 12.702736854553223 (13.50891637802124) | > loss_duration: 1.8630691766738892 (1.8471090197563171) | > loss_1: 26.81865692138672 (28.113269805908203)  --> STEP: 3 | > loss_disc: 2.4630866050720215 (2.3287795384724936) | > loss_disc_real_0: 0.14041303098201752 (0.13083565483490625) | > loss_disc_real_1: 0.2043568640947342 (0.1928976277510325) | > loss_disc_real_2: 0.23592427372932434 (0.2312969813744227) | > loss_disc_real_3: 0.23756514489650726 (0.2157316654920578) | > loss_disc_real_4: 0.23004798591136932 (0.21621026595433554) | > loss_disc_real_5: 0.29065215587615967 (0.27661314606666565) | > loss_0: 2.4630866050720215 (2.3287795384724936) | > loss_gen: 2.424330234527588 (2.580007791519165) | > loss_kl: 2.0267388820648193 (2.0375002225240073) | > loss_feat: 6.1840314865112305 (7.4323554039001465) | > loss_mel: 11.158907890319824 (12.725580215454102) | > loss_duration: 1.814685583114624 (1.8363012075424194) | > loss_1: 23.608694076538086 (26.611744562784832)  --> STEP: 4 | > loss_disc: 2.3350865840911865 (2.3303562998771667) | > loss_disc_real_0: 0.12589827179908752 (0.12960130907595158) | > loss_disc_real_1: 0.21635521948337555 (0.19876202568411827) | > loss_disc_real_2: 0.23794883489608765 (0.23295994475483894) | > loss_disc_real_3: 0.22957362234592438 (0.21919215470552444) | > loss_disc_real_4: 0.22926194965839386 (0.2194731868803501) | > loss_disc_real_5: 0.26603832840919495 (0.273969441652298) | > loss_0: 2.3350865840911865 (2.3303562998771667) | > loss_gen: 2.661653757095337 (2.600419282913208) | > loss_kl: 1.9735866785049438 (2.0215218365192413) | > loss_feat: 8.168471336364746 (7.616384387016296) | > loss_mel: 12.391270637512207 (12.642002820968628) | > loss_duration: 1.780943751335144 (1.8224618434906006) | > loss_1: 26.97592544555664 (26.702789783477783) --> EVAL PERFORMANCE | > avg_loader_time: 0.2788827419281006 (-0.00012505054473876953) | > avg_loss_disc: 2.3303562998771667 (+0.047553837299346924) | > avg_loss_disc_real_0: 0.12960130907595158 (-0.06162005104124546) | > avg_loss_disc_real_1: 0.19876202568411827 (+0.010358046740293503) | > avg_loss_disc_real_2: 0.23295994475483894 (+0.005118995904922485) | > avg_loss_disc_real_3: 0.21919215470552444 (+0.00771724060177803) | > avg_loss_disc_real_4: 0.2194731868803501 (-0.07131124660372734) | > avg_loss_disc_real_5: 0.273969441652298 (+0.03442702814936638) | > avg_loss_0: 2.3303562998771667 (+0.047553837299346924) | > avg_loss_gen: 2.600419282913208 (-0.48582756519317627) | > avg_loss_kl: 2.0215218365192413 (+0.0632832944393158) | > avg_loss_feat: 7.616384387016296 (-1.007738471031189) | > avg_loss_mel: 12.642002820968628 (-0.9465603828430176) | > avg_loss_duration: 1.8224618434906006 (-0.012212693691253662) | > avg_loss_1: 26.702789783477783 (-2.3890552520751953)  > EPOCH: 391/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 10:28:29)   --> TIME: 2025-05-11 10:28:42 -- STEP: 12/725 -- GLOBAL_STEP: 329350 | > loss_disc: 2.183551549911499 (2.2093451817830405) | > loss_disc_real_0: 0.10666998475790024 (0.13631872336069742) | > loss_disc_real_1: 0.18362367153167725 (0.19442835822701454) | > loss_disc_real_2: 0.21597029268741608 (0.1868926907579104) | > loss_disc_real_3: 0.20220518112182617 (0.2073598119119803) | > loss_disc_real_4: 0.19364552199840546 (0.19738692045211792) | > loss_disc_real_5: 0.18531876802444458 (0.20890036722024283) | > loss_0: 2.183551549911499 (2.2093451817830405) | > grad_norm_0: tensor(25.3964, device='cuda:0') (tensor(20.9132, device='cuda:0')) | > loss_gen: 2.789052963256836 (2.748075246810913) | > loss_kl: 1.8432599306106567 (1.7648864189783733) | > loss_feat: 8.47288990020752 (8.288410703341166) | > loss_mel: 12.91091251373291 (12.947203159332275) | > loss_duration: 1.6924629211425781 (1.670329362154007) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.70857810974121 (27.418904781341553) | > grad_norm_1: tensor(603.9587, device='cuda:0') (tensor(400.6056, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8314 (0.8327356378237406) | > loader_time: 0.0091 (0.009854336579640707)  --> TIME: 2025-05-11 10:29:25 -- STEP: 62/725 -- GLOBAL_STEP: 329400 | > loss_disc: 2.211121082305908 (2.202795632423894) | > loss_disc_real_0: 0.1527765393257141 (0.13554916194369715) | > loss_disc_real_1: 0.19192136824131012 (0.19156509205218283) | > loss_disc_real_2: 0.17741461098194122 (0.18658525616891922) | > loss_disc_real_3: 0.2031206488609314 (0.20615978154443926) | > loss_disc_real_4: 0.2158002108335495 (0.19661413902236569) | > loss_disc_real_5: 0.22727902233600616 (0.20707487146700582) | > loss_0: 2.211121082305908 (2.202795632423894) | > grad_norm_0: tensor(15.3785, device='cuda:0') (tensor(21.0899, device='cuda:0')) | > loss_gen: 2.804534435272217 (2.761574556750636) | > loss_kl: 1.7417670488357544 (1.7365365547518576) | > loss_feat: 8.168343544006348 (8.234751624445762) | > loss_mel: 13.36385726928711 (12.90673783517653) | > loss_duration: 1.6964495182037354 (1.6660767985928444) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.774951934814453 (27.305677229358302) | > grad_norm_1: tensor(69.7606, device='cuda:0') (tensor(392.0728, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8358 (0.8492729125484344) | > loader_time: 0.0102 (0.010197831738379692)  --> TIME: 2025-05-11 10:30:08 -- STEP: 112/725 -- GLOBAL_STEP: 329450 | > loss_disc: 2.2941665649414062 (2.196044190653733) | > loss_disc_real_0: 0.1269366592168808 (0.13454133092558807) | > loss_disc_real_1: 0.2173352986574173 (0.18999828158744744) | > loss_disc_real_2: 0.18989256024360657 (0.18737903955791685) | > loss_disc_real_3: 0.17848432064056396 (0.2052383263196264) | > loss_disc_real_4: 0.18978071212768555 (0.1948583067527839) | > loss_disc_real_5: 0.23017604649066925 (0.2067050046420523) | > loss_0: 2.2941665649414062 (2.196044190653733) | > grad_norm_0: tensor(21.7894, device='cuda:0') (tensor(21.9327, device='cuda:0')) | > loss_gen: 2.5746161937713623 (2.7737300332103456) | > loss_kl: 1.5467686653137207 (1.7219720578619413) | > loss_feat: 7.390817165374756 (8.28500689779009) | > loss_mel: 11.73762321472168 (13.013821916920799) | > loss_duration: 1.6685047149658203 (1.6688537001609802) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.9183292388916 (27.46338447502681) | > grad_norm_1: tensor(434.3897, device='cuda:0') (tensor(402.2274, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8384 (0.851873442530632) | > loader_time: 0.0097 (0.01006977472986494)  --> TIME: 2025-05-11 10:30:52 -- STEP: 162/725 -- GLOBAL_STEP: 329500 | > loss_disc: 2.189375162124634 (2.1971648188284885) | > loss_disc_real_0: 0.17026352882385254 (0.13558706636598075) | > loss_disc_real_1: 0.20235516130924225 (0.1899536728491018) | > loss_disc_real_2: 0.19972603023052216 (0.18718045480825288) | > loss_disc_real_3: 0.19842155277729034 (0.2053136905586278) | > loss_disc_real_4: 0.14920122921466827 (0.19474943948012813) | > loss_disc_real_5: 0.23704253137111664 (0.2070904070580447) | > loss_0: 2.189375162124634 (2.1971648188284885) | > grad_norm_0: tensor(25.3592, device='cuda:0') (tensor(21.8689, device='cuda:0')) | > loss_gen: 2.9043190479278564 (2.771974154460578) | > loss_kl: 1.6888976097106934 (1.7140618636284346) | > loss_feat: 8.432863235473633 (8.28183771357124) | > loss_mel: 13.108832359313965 (12.983013412098826) | > loss_duration: 1.6167224645614624 (1.6691778890880538) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.751636505126953 (27.42006496146874) | > grad_norm_1: tensor(159.0064, device='cuda:0') (tensor(397.0797, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8265 (0.8506447120949074) | > loader_time: 0.0095 (0.01013391842076808)  --> TIME: 2025-05-11 10:31:35 -- STEP: 212/725 -- GLOBAL_STEP: 329550 | > loss_disc: 2.1223206520080566 (2.196320940301104) | > loss_disc_real_0: 0.12056080996990204 (0.13543541177685534) | > loss_disc_real_1: 0.2043849676847458 (0.1901803806705295) | > loss_disc_real_2: 0.1905180960893631 (0.18713469072332928) | > loss_disc_real_3: 0.19162583351135254 (0.20532965301623884) | > loss_disc_real_4: 0.2275530844926834 (0.19471436816285242) | > loss_disc_real_5: 0.21536679565906525 (0.20679450133499108) | > loss_0: 2.1223206520080566 (2.196320940301104) | > grad_norm_0: tensor(15.0315, device='cuda:0') (tensor(22.3842, device='cuda:0')) | > loss_gen: 2.9295268058776855 (2.7755888588023634) | > loss_kl: 1.8095136880874634 (1.7241436529834315) | > loss_feat: 8.977386474609375 (8.320842569729065) | > loss_mel: 13.780890464782715 (13.01002226685578) | > loss_duration: 1.6874676942825317 (1.6693388566655933) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.184785842895508 (27.499936148805443) | > grad_norm_1: tensor(340.4276, device='cuda:0') (tensor(404.4984, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8481 (0.8515856086083178) | > loader_time: 0.0129 (0.01021346843467569)  --> TIME: 2025-05-11 10:32:19 -- STEP: 262/725 -- GLOBAL_STEP: 329600 | > loss_disc: 2.1283204555511475 (2.198586990360085) | > loss_disc_real_0: 0.13677997887134552 (0.13493245737698242) | > loss_disc_real_1: 0.16668744385242462 (0.190237581047393) | > loss_disc_real_2: 0.17705431580543518 (0.1872026124642096) | > loss_disc_real_3: 0.19971740245819092 (0.20537690988933768) | > loss_disc_real_4: 0.17440639436244965 (0.19470706036072652) | > loss_disc_real_5: 0.19743935763835907 (0.20761512219905853) | > loss_0: 2.1283204555511475 (2.198586990360085) | > grad_norm_0: tensor(20.6715, device='cuda:0') (tensor(21.9859, device='cuda:0')) | > loss_gen: 2.8562374114990234 (2.7718373864661645) | > loss_kl: 1.770799160003662 (1.7342306730401424) | > loss_feat: 9.470381736755371 (8.332659337356796) | > loss_mel: 14.021353721618652 (13.049342796092725) | > loss_duration: 1.662963628768921 (1.6704164493174953) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.781736373901367 (27.558486610878518) | > grad_norm_1: tensor(465.0700, device='cuda:0') (tensor(400.7507, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.9 (0.8532497800943506) | > loader_time: 0.0098 (0.01011984129898421)  --> TIME: 2025-05-11 10:33:02 -- STEP: 312/725 -- GLOBAL_STEP: 329650 | > loss_disc: 2.3175153732299805 (2.2017917713293667) | > loss_disc_real_0: 0.09142284095287323 (0.13520595197303178) | > loss_disc_real_1: 0.173641175031662 (0.1905720247767675) | > loss_disc_real_2: 0.20003172755241394 (0.18791763135829034) | > loss_disc_real_3: 0.23598593473434448 (0.20504209924584776) | > loss_disc_real_4: 0.2089599221944809 (0.19506240750734619) | > loss_disc_real_5: 0.23159612715244293 (0.20798548401739358) | > loss_0: 2.3175153732299805 (2.2017917713293667) | > grad_norm_0: tensor(25.4270, device='cuda:0') (tensor(21.5990, device='cuda:0')) | > loss_gen: 2.6531853675842285 (2.7668018012474747) | > loss_kl: 1.8569101095199585 (1.7325115310840118) | > loss_feat: 8.660152435302734 (8.311806180538271) | > loss_mel: 14.063129425048828 (13.034402342943041) | > loss_duration: 1.6701639890670776 (1.6693979429128838) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.903541564941406 (27.514919739503128) | > grad_norm_1: tensor(467.2411, device='cuda:0') (tensor(389.9804, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8477 (0.852135976155599) | > loader_time: 0.0111 (0.010084988979192881)  --> TIME: 2025-05-11 10:33:45 -- STEP: 362/725 -- GLOBAL_STEP: 329700 | > loss_disc: 2.2643022537231445 (2.1996319771471624) | > loss_disc_real_0: 0.11302340775728226 (0.134717212506256) | > loss_disc_real_1: 0.2000160962343216 (0.19046003844856554) | > loss_disc_real_2: 0.19775022566318512 (0.18791806372654377) | > loss_disc_real_3: 0.20461982488632202 (0.20498456007373922) | > loss_disc_real_4: 0.20210838317871094 (0.19477084052661497) | > loss_disc_real_5: 0.21787376701831818 (0.2079669703930123) | > loss_0: 2.2643022537231445 (2.1996319771471624) | > grad_norm_0: tensor(17.9551, device='cuda:0') (tensor(21.7133, device='cuda:0')) | > loss_gen: 2.613354444503784 (2.7688513072156105) | > loss_kl: 1.973101258277893 (1.7354176459391473) | > loss_feat: 7.004526138305664 (8.327721838134428) | > loss_mel: 11.939105987548828 (13.056369691922514) | > loss_duration: 1.617991328239441 (1.6681858584367106) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.1480770111084 (27.55654628500754) | > grad_norm_1: tensor(241.3239, device='cuda:0') (tensor(390.1776, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8341 (0.852803214478888) | > loader_time: 0.0099 (0.010070996389863243)  --> TIME: 2025-05-11 10:34:29 -- STEP: 412/725 -- GLOBAL_STEP: 329750 | > loss_disc: 2.217064380645752 (2.200881927626806) | > loss_disc_real_0: 0.0958288386464119 (0.13528355400900818) | > loss_disc_real_1: 0.19608214497566223 (0.19044282417563554) | > loss_disc_real_2: 0.17213775217533112 (0.18803702034417868) | > loss_disc_real_3: 0.23536044359207153 (0.2053163923612497) | > loss_disc_real_4: 0.17365878820419312 (0.19472125480041913) | > loss_disc_real_5: 0.19756822288036346 (0.20787341824000324) | > loss_0: 2.217064380645752 (2.200881927626806) | > grad_norm_0: tensor(24.5506, device='cuda:0') (tensor(21.8988, device='cuda:0')) | > loss_gen: 2.5766546726226807 (2.7697747714311163) | > loss_kl: 1.6436954736709595 (1.7365184964485538) | > loss_feat: 8.226872444152832 (8.315068158131199) | > loss_mel: 13.127177238464355 (13.04464868434424) | > loss_duration: 1.6809464693069458 (1.6686826171805555) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.255346298217773 (27.53469269946941) | > grad_norm_1: tensor(534.7468, device='cuda:0') (tensor(394.6016, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8524 (0.8524903585609881) | > loader_time: 0.0102 (0.010038855585079753)  --> TIME: 2025-05-11 10:35:12 -- STEP: 462/725 -- GLOBAL_STEP: 329800 | > loss_disc: 2.3552229404449463 (2.2018370517404606) | > loss_disc_real_0: 0.14883087575435638 (0.1357069178867392) | > loss_disc_real_1: 0.21725799143314362 (0.19036740748397196) | > loss_disc_real_2: 0.21760991215705872 (0.187916216170375) | > loss_disc_real_3: 0.23804624378681183 (0.2051974148590327) | > loss_disc_real_4: 0.20010104775428772 (0.1949270203451573) | > loss_disc_real_5: 0.20947414636611938 (0.2078996403586297) | > loss_0: 2.3552229404449463 (2.2018370517404606) | > grad_norm_0: tensor(17.9888, device='cuda:0') (tensor(22.0550, device='cuda:0')) | > loss_gen: 2.664720058441162 (2.769797522268253) | > loss_kl: 1.8138388395309448 (1.7376707327830327) | > loss_feat: 7.43764591217041 (8.311095677412947) | > loss_mel: 12.634568214416504 (13.027734657386677) | > loss_duration: 1.6966867446899414 (1.6682926160948615) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.247459411621094 (27.514591217041016) | > grad_norm_1: tensor(431.5219, device='cuda:0') (tensor(393.2628, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.7981 (0.8521606591872839) | > loader_time: 0.0108 (0.010033434603637434)  --> TIME: 2025-05-11 10:35:55 -- STEP: 512/725 -- GLOBAL_STEP: 329850 | > loss_disc: 2.2020514011383057 (2.2029897107277105) | > loss_disc_real_0: 0.12045703083276749 (0.135855545886443) | > loss_disc_real_1: 0.1993345022201538 (0.19031694953446274) | > loss_disc_real_2: 0.19500243663787842 (0.1882869850669522) | > loss_disc_real_3: 0.1832583099603653 (0.20534175189095547) | > loss_disc_real_4: 0.16598951816558838 (0.19500924934982317) | > loss_disc_real_5: 0.21127581596374512 (0.20798037981148812) | > loss_0: 2.2020514011383057 (2.2029897107277105) | > grad_norm_0: tensor(18.0309, device='cuda:0') (tensor(21.9170, device='cuda:0')) | > loss_gen: 2.687366008758545 (2.767999495379626) | > loss_kl: 1.6205979585647583 (1.7360385148786008) | > loss_feat: 7.554327011108398 (8.29352579638362) | > loss_mel: 12.216192245483398 (13.032540690153834) | > loss_duration: 1.6264714002609253 (1.6689445062074808) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.704954147338867 (27.49904900789261) | > grad_norm_1: tensor(426.2011, device='cuda:0') (tensor(392.0003, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.843 (0.8514301413670182) | > loader_time: 0.0096 (0.010027701035141948)  --> TIME: 2025-05-11 10:36:38 -- STEP: 562/725 -- GLOBAL_STEP: 329900 | > loss_disc: 2.0975914001464844 (2.2042161745957243) | > loss_disc_real_0: 0.10476771742105484 (0.13584283072488168) | > loss_disc_real_1: 0.18168266117572784 (0.1905845064815677) | > loss_disc_real_2: 0.21532995998859406 (0.1885732657862728) | > loss_disc_real_3: 0.19103777408599854 (0.20532957811796793) | > loss_disc_real_4: 0.2013120800256729 (0.19518537692115814) | > loss_disc_real_5: 0.20542609691619873 (0.20808685785722908) | > loss_0: 2.0975914001464844 (2.2042161745957243) | > grad_norm_0: tensor(23.6109, device='cuda:0') (tensor(21.9515, device='cuda:0')) | > loss_gen: 2.986119270324707 (2.7686557761290738) | > loss_kl: 1.8186633586883545 (1.7358114708785057) | > loss_feat: 8.813368797302246 (8.293568207275825) | > loss_mel: 12.915550231933594 (13.038912235205707) | > loss_duration: 1.619657278060913 (1.6688619101174789) | > amp_scaler: 256.0 (261.4661921708185) | > loss_1: 28.15336036682129 (27.505809627818042) | > grad_norm_1: tensor(474.8415, device='cuda:0') (tensor(393.1183, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8984 (0.8508253012687711) | > loader_time: 0.0132 (0.010007283441536799)  --> TIME: 2025-05-11 10:37:21 -- STEP: 612/725 -- GLOBAL_STEP: 329950 | > loss_disc: 2.084604024887085 (2.204088885604949) | > loss_disc_real_0: 0.11705811321735382 (0.13576276072002708) | > loss_disc_real_1: 0.21253901720046997 (0.1905825812053056) | > loss_disc_real_2: 0.17155352234840393 (0.1885431662591453) | > loss_disc_real_3: 0.19537407159805298 (0.20542612036361424) | > loss_disc_real_4: 0.18611934781074524 (0.1953226417984837) | > loss_disc_real_5: 0.1842992603778839 (0.20789535158599903) | > loss_0: 2.084604024887085 (2.204088885604949) | > grad_norm_0: tensor(14.2156, device='cuda:0') (tensor(22.0674, device='cuda:0')) | > loss_gen: 2.855459451675415 (2.771058194777544) | > loss_kl: 1.5658718347549438 (1.7321418029030935) | > loss_feat: 8.276912689208984 (8.296085709839865) | > loss_mel: 13.944281578063965 (13.035719552071264) | > loss_duration: 1.613952398300171 (1.6687623289675493) | > amp_scaler: 256.0 (261.01960784313735) | > loss_1: 28.256479263305664 (27.5037676306332) | > grad_norm_1: tensor(87.5706, device='cuda:0') (tensor(395.1377, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8182 (0.8506727499120378) | > loader_time: 0.009 (0.010014128061681024)  --> TIME: 2025-05-11 10:38:04 -- STEP: 662/725 -- GLOBAL_STEP: 330000 | > loss_disc: 2.1511714458465576 (2.2039454636977185) | > loss_disc_real_0: 0.16208019852638245 (0.13595675234753196) | > loss_disc_real_1: 0.18081076443195343 (0.19046827986431258) | > loss_disc_real_2: 0.18967385590076447 (0.18842770202012213) | > loss_disc_real_3: 0.207508847117424 (0.2054524027103745) | > loss_disc_real_4: 0.18578015267848969 (0.19523356798642344) | > loss_disc_real_5: 0.18101738393306732 (0.20786357578734257) | > loss_0: 2.1511714458465576 (2.2039454636977185) | > grad_norm_0: tensor(16.8502, device='cuda:0') (tensor(21.9819, device='cuda:0')) | > loss_gen: 2.874187469482422 (2.768378318256481) | > loss_kl: 1.7414854764938354 (1.7273830940716208) | > loss_feat: 8.416095733642578 (8.280061873784591) | > loss_mel: 12.149481773376465 (13.020849067999151) | > loss_duration: 1.671393632888794 (1.668965191279293) | > amp_scaler: 256.0 (260.6404833836859) | > loss_1: 26.852645874023438 (27.46563758734851) | > grad_norm_1: tensor(507.3318, device='cuda:0') (tensor(394.7114, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8709 (0.850268335140724) | > loader_time: 0.0113 (0.010019223855701476) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_330000.pth  --> TIME: 2025-05-11 10:38:49 -- STEP: 712/725 -- GLOBAL_STEP: 330050 | > loss_disc: 2.190138339996338 (2.2050221222505177) | > loss_disc_real_0: 0.12476581335067749 (0.1361756555819777) | > loss_disc_real_1: 0.1891007423400879 (0.19049657108994678) | > loss_disc_real_2: 0.1748279482126236 (0.18854818482663513) | > loss_disc_real_3: 0.19619165360927582 (0.20545279883434273) | > loss_disc_real_4: 0.19318997859954834 (0.1953123426169491) | > loss_disc_real_5: 0.19254426658153534 (0.2081465869932697) | > loss_0: 2.190138339996338 (2.2050221222505177) | > grad_norm_0: tensor(26.4191, device='cuda:0') (tensor(22.0193, device='cuda:0')) | > loss_gen: 2.6040844917297363 (2.7666667622796597) | > loss_kl: 1.6144431829452515 (1.7235794442423267) | > loss_feat: 8.839144706726074 (8.276991979459687) | > loss_mel: 13.299761772155762 (13.020331905129245) | > loss_duration: 1.6487637758255005 (1.6686432502242956) | > amp_scaler: 256.0 (260.31460674157313) | > loss_1: 28.006196975708008 (27.456213375155855) | > grad_norm_1: tensor(496.1923, device='cuda:0') (tensor(392.9650, device='cuda:0')) | > current_lr_0: 0.00019045945011230786 | > current_lr_1: 0.00019045945011230786 | > step_time: 0.8192 (0.8502059511924059) | > loader_time: 0.0094 (0.010015075796105909)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2466847896575928 (2.2466847896575928) | > loss_disc_real_0: 0.14851510524749756 (0.14851510524749756) | > loss_disc_real_1: 0.18376220762729645 (0.18376220762729645) | > loss_disc_real_2: 0.22777271270751953 (0.22777271270751953) | > loss_disc_real_3: 0.17115892469882965 (0.17115892469882965) | > loss_disc_real_4: 0.2683713138103485 (0.2683713138103485) | > loss_disc_real_5: 0.2614603340625763 (0.2614603340625763) | > loss_0: 2.2466847896575928 (2.2466847896575928) | > loss_gen: 2.8364195823669434 (2.8364195823669434) | > loss_kl: 2.016676664352417 (2.016676664352417) | > loss_feat: 8.315521240234375 (8.315521240234375) | > loss_mel: 13.97574234008789 (13.97574234008789) | > loss_duration: 1.7117929458618164 (1.7117929458618164) | > loss_1: 28.856155395507812 (28.856155395507812)  --> STEP: 1 | > loss_disc: 2.2290563583374023 (2.2290563583374023) | > loss_disc_real_0: 0.1297566443681717 (0.1297566443681717) | > loss_disc_real_1: 0.17486286163330078 (0.17486286163330078) | > loss_disc_real_2: 0.22469733655452728 (0.22469733655452728) | > loss_disc_real_3: 0.1640884131193161 (0.1640884131193161) | > loss_disc_real_4: 0.249927818775177 (0.249927818775177) | > loss_disc_real_5: 0.2545154094696045 (0.2545154094696045) | > loss_0: 2.2290563583374023 (2.2290563583374023) | > loss_gen: 2.7681925296783447 (2.7681925296783447) | > loss_kl: 2.1191506385803223 (2.1191506385803223) | > loss_feat: 8.793261528015137 (8.793261528015137) | > loss_mel: 14.227109909057617 (14.227109909057617) | > loss_duration: 1.8293341398239136 (1.8293341398239136) | > loss_1: 29.737049102783203 (29.737049102783203)  --> STEP: 2 | > loss_disc: 2.274286985397339 (2.2516716718673706) | > loss_disc_real_0: 0.13554447889328003 (0.13265056163072586) | > loss_disc_real_1: 0.1735832542181015 (0.17422305792570114) | > loss_disc_real_2: 0.20081794261932373 (0.2127576395869255) | > loss_disc_real_3: 0.1695294827222824 (0.16680894792079926) | > loss_disc_real_4: 0.2700028717517853 (0.25996534526348114) | > loss_disc_real_5: 0.25109270215034485 (0.25280405580997467) | > loss_0: 2.274286985397339 (2.2516716718673706) | > loss_gen: 2.6749517917633057 (2.721572160720825) | > loss_kl: 2.147174596786499 (2.1331626176834106) | > loss_feat: 8.599443435668945 (8.696352481842041) | > loss_mel: 13.927202224731445 (14.077156066894531) | > loss_duration: 1.866286039352417 (1.8478100895881653) | > loss_1: 29.215057373046875 (29.47605323791504)  --> STEP: 3 | > loss_disc: 2.2813196182250977 (2.2615543206532798) | > loss_disc_real_0: 0.13627566397190094 (0.1338589290777842) | > loss_disc_real_1: 0.18010282516479492 (0.1761829803387324) | > loss_disc_real_2: 0.22033774852752686 (0.21528434256712595) | > loss_disc_real_3: 0.18534287810325623 (0.1729869246482849) | > loss_disc_real_4: 0.2578810751438141 (0.2592705885569255) | > loss_disc_real_5: 0.24683676660060883 (0.2508149594068527) | > loss_0: 2.2813196182250977 (2.2615543206532798) | > loss_gen: 2.6387860774993896 (2.693976799647013) | > loss_kl: 1.9496679306030273 (2.0719977219899497) | > loss_feat: 7.319963455200195 (8.237556139628092) | > loss_mel: 12.072900772094727 (13.40907096862793) | > loss_duration: 1.8256909847259521 (1.8404370546340942) | > loss_1: 25.807010650634766 (28.25303904215495)  --> STEP: 4 | > loss_disc: 2.207257032394409 (2.247979998588562) | > loss_disc_real_0: 0.15436626970767975 (0.1389857642352581) | > loss_disc_real_1: 0.15830093622207642 (0.1717124693095684) | > loss_disc_real_2: 0.20497645437717438 (0.21270737051963806) | > loss_disc_real_3: 0.1688344031572342 (0.17194879427552223) | > loss_disc_real_4: 0.2603693902492523 (0.25954528898000717) | > loss_disc_real_5: 0.2712351977825165 (0.25592001900076866) | > loss_0: 2.207257032394409 (2.247979998588562) | > loss_gen: 2.995614528656006 (2.7693862318992615) | > loss_kl: 1.9001717567443848 (2.0290412306785583) | > loss_feat: 9.683404922485352 (8.599018335342407) | > loss_mel: 14.820804595947266 (13.762004375457764) | > loss_duration: 1.7533739805221558 (1.8186712861061096) | > loss_1: 31.153369903564453 (28.978121757507324) --> EVAL PERFORMANCE | > avg_loader_time: 0.2789449095726013 (+6.216764450073242e-05) | > avg_loss_disc: 2.247979998588562 (-0.08237630128860474) | > avg_loss_disc_real_0: 0.1389857642352581 (+0.009384455159306526) | > avg_loss_disc_real_1: 0.1717124693095684 (-0.027049556374549866) | > avg_loss_disc_real_2: 0.21270737051963806 (-0.020252574235200882) | > avg_loss_disc_real_3: 0.17194879427552223 (-0.04724336043000221) | > avg_loss_disc_real_4: 0.25954528898000717 (+0.04007210209965706) | > avg_loss_disc_real_5: 0.25592001900076866 (-0.018049422651529312) | > avg_loss_0: 2.247979998588562 (-0.08237630128860474) | > avg_loss_gen: 2.7693862318992615 (+0.16896694898605347) | > avg_loss_kl: 2.0290412306785583 (+0.007519394159317017) | > avg_loss_feat: 8.599018335342407 (+0.9826339483261108) | > avg_loss_mel: 13.762004375457764 (+1.1200015544891357) | > avg_loss_duration: 1.8186712861061096 (-0.003790557384490967) | > avg_loss_1: 28.978121757507324 (+2.275331974029541)  > EPOCH: 392/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 10:39:07)   --> TIME: 2025-05-11 10:39:41 -- STEP: 37/725 -- GLOBAL_STEP: 330100 | > loss_disc: 2.1865077018737793 (2.213521718978882) | > loss_disc_real_0: 0.17349661886692047 (0.1352050725269962) | > loss_disc_real_1: 0.15935693681240082 (0.19261599070317037) | > loss_disc_real_2: 0.17463253438472748 (0.19035027317098668) | > loss_disc_real_3: 0.23616909980773926 (0.20748569594847188) | > loss_disc_real_4: 0.19036032259464264 (0.1947607494689323) | > loss_disc_real_5: 0.2063247710466385 (0.21230823727878365) | > loss_0: 2.1865077018737793 (2.213521718978882) | > grad_norm_0: tensor(28.7061, device='cuda:0') (tensor(21.6891, device='cuda:0')) | > loss_gen: 2.749452590942383 (2.752081774376534) | > loss_kl: 1.7344915866851807 (1.7394482831697207) | > loss_feat: 8.647688865661621 (8.18577646564793) | > loss_mel: 13.25915813446045 (12.83473489091203) | > loss_duration: 1.6571992635726929 (1.6670566636162836) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.047990798950195 (27.179098335472315) | > grad_norm_1: tensor(377.3062, device='cuda:0') (tensor(407.1538, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8589 (0.8527895244392188) | > loader_time: 0.0133 (0.010613396361067489)  --> TIME: 2025-05-11 10:40:25 -- STEP: 87/725 -- GLOBAL_STEP: 330150 | > loss_disc: 2.094142198562622 (2.212754192023441) | > loss_disc_real_0: 0.15802641212940216 (0.14146854077604995) | > loss_disc_real_1: 0.1890127807855606 (0.19082988952768265) | > loss_disc_real_2: 0.1998453438282013 (0.1895660227057578) | > loss_disc_real_3: 0.19993984699249268 (0.20592677165036913) | > loss_disc_real_4: 0.1775856465101242 (0.1939423555272749) | > loss_disc_real_5: 0.1815480887889862 (0.20884692240720507) | > loss_0: 2.094142198562622 (2.212754192023441) | > grad_norm_0: tensor(36.6792, device='cuda:0') (tensor(24.1157, device='cuda:0')) | > loss_gen: 2.7202978134155273 (2.7489107504658317) | > loss_kl: 1.907419204711914 (1.7167246328003105) | > loss_feat: 8.722786903381348 (8.156730739549657) | > loss_mel: 13.36287784576416 (12.80512724251583) | > loss_duration: 1.6502466201782227 (1.6691239661183843) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.363628387451172 (27.096617578089923) | > grad_norm_1: tensor(477.4175, device='cuda:0') (tensor(413.0562, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8605 (0.8533959799799425) | > loader_time: 0.0108 (0.010356793458434354)  --> TIME: 2025-05-11 10:41:08 -- STEP: 137/725 -- GLOBAL_STEP: 330200 | > loss_disc: 2.2323570251464844 (2.2147478726658516) | > loss_disc_real_0: 0.13447114825248718 (0.13890640557247355) | > loss_disc_real_1: 0.19948174059391022 (0.19030907652238865) | > loss_disc_real_2: 0.1854494959115982 (0.18967730220216908) | > loss_disc_real_3: 0.22335924208164215 (0.2055898917852527) | > loss_disc_real_4: 0.19870740175247192 (0.19459566887277757) | > loss_disc_real_5: 0.22640858590602875 (0.20997379948622988) | > loss_0: 2.2323570251464844 (2.2147478726658516) | > grad_norm_0: tensor(17.9568, device='cuda:0') (tensor(22.2374, device='cuda:0')) | > loss_gen: 2.7514984607696533 (2.7463885484820736) | > loss_kl: 1.8259296417236328 (1.7148853305482517) | > loss_feat: 7.935405731201172 (8.160990050239288) | > loss_mel: 11.77536678314209 (12.817479648729313) | > loss_duration: 1.6451866626739502 (1.6695901964702742) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.933387756347656 (27.109333985043264) | > grad_norm_1: tensor(150.3555, device='cuda:0') (tensor(390.0858, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8222 (0.853361677949446) | > loader_time: 0.0101 (0.010239063388239725)  --> TIME: 2025-05-11 10:41:51 -- STEP: 187/725 -- GLOBAL_STEP: 330250 | > loss_disc: 2.153346300125122 (2.2154092591076613) | > loss_disc_real_0: 0.13082371652126312 (0.1385937168158312) | > loss_disc_real_1: 0.18661023676395416 (0.19035326374724595) | > loss_disc_real_2: 0.21306680142879486 (0.18952215124260288) | > loss_disc_real_3: 0.2050170600414276 (0.20570261306303703) | > loss_disc_real_4: 0.18211135268211365 (0.1952391277181911) | > loss_disc_real_5: 0.17793191969394684 (0.21017590133264102) | > loss_0: 2.153346300125122 (2.2154092591076613) | > grad_norm_0: tensor(17.0849, device='cuda:0') (tensor(21.3969, device='cuda:0')) | > loss_gen: 2.7376551628112793 (2.7451858584256095) | > loss_kl: 1.7054835557937622 (1.7093961385482135) | > loss_feat: 8.859399795532227 (8.199969791473556) | > loss_mel: 14.096835136413574 (12.87986534037055) | > loss_duration: 1.6945655345916748 (1.6710030018964548) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.09393882751465 (27.205420264585765) | > grad_norm_1: tensor(151.8754, device='cuda:0') (tensor(380.9300, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8776 (0.8524846890393425) | > loader_time: 0.0099 (0.010174325443206617)  --> TIME: 2025-05-11 10:42:35 -- STEP: 237/725 -- GLOBAL_STEP: 330300 | > loss_disc: 2.0524954795837402 (2.2144066789482224) | > loss_disc_real_0: 0.09960556030273438 (0.1382238078029347) | > loss_disc_real_1: 0.18227025866508484 (0.1909571519506632) | > loss_disc_real_2: 0.15250350534915924 (0.1894227435442968) | > loss_disc_real_3: 0.16882559657096863 (0.20513102330487484) | > loss_disc_real_4: 0.2022559642791748 (0.19506777282254104) | > loss_disc_real_5: 0.20562127232551575 (0.21020887169656874) | > loss_0: 2.0524954795837402 (2.2144066789482224) | > grad_norm_0: tensor(31.7371, device='cuda:0') (tensor(21.1092, device='cuda:0')) | > loss_gen: 3.0834877490997314 (2.7497954911823514) | > loss_kl: 1.8974529504776 (1.7099318257867033) | > loss_feat: 10.295088768005371 (8.219431929447484) | > loss_mel: 15.756187438964844 (12.927109336048243) | > loss_duration: 1.6509798765182495 (1.671039772939078) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.683197021484375 (27.277308476122116) | > grad_norm_1: tensor(553.3082, device='cuda:0') (tensor(372.9611, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8271 (0.8529581359670132) | > loader_time: 0.0104 (0.010168602697959925)  --> TIME: 2025-05-11 10:43:18 -- STEP: 287/725 -- GLOBAL_STEP: 330350 | > loss_disc: 2.1896321773529053 (2.215554276825245) | > loss_disc_real_0: 0.13183429837226868 (0.1382703682219525) | > loss_disc_real_1: 0.1957790106534958 (0.19075522107114368) | > loss_disc_real_2: 0.1927289366722107 (0.1892412815775189) | > loss_disc_real_3: 0.21104271709918976 (0.20523326805036657) | > loss_disc_real_4: 0.2005293369293213 (0.1954962646504312) | > loss_disc_real_5: 0.24470722675323486 (0.21015909350499873) | > loss_0: 2.1896321773529053 (2.215554276825245) | > grad_norm_0: tensor(23.6655, device='cuda:0') (tensor(21.1143, device='cuda:0')) | > loss_gen: 2.9335153102874756 (2.748127102436505) | > loss_kl: 1.5917351245880127 (1.7079995708598488) | > loss_feat: 8.362617492675781 (8.201698540810511) | > loss_mel: 13.23865032196045 (12.920821545431426) | > loss_duration: 1.672269344329834 (1.670536452884873) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.79878807067871 (27.24918332914026) | > grad_norm_1: tensor(267.4056, device='cuda:0') (tensor(370.2506, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8077 (0.8513230895331513) | > loader_time: 0.0093 (0.010152783543390675)  --> TIME: 2025-05-11 10:44:01 -- STEP: 337/725 -- GLOBAL_STEP: 330400 | > loss_disc: 2.0448107719421387 (2.217687352474791) | > loss_disc_real_0: 0.11924266815185547 (0.13849764726282215) | > loss_disc_real_1: 0.17111985385417938 (0.1909711181409989) | > loss_disc_real_2: 0.15873542428016663 (0.18935307692349485) | > loss_disc_real_3: 0.1960185319185257 (0.20549522680769333) | > loss_disc_real_4: 0.18865403532981873 (0.19590318074742843) | > loss_disc_real_5: 0.19240573048591614 (0.20978566504550608) | > loss_0: 2.0448107719421387 (2.217687352474791) | > grad_norm_0: tensor(18.7674, device='cuda:0') (tensor(21.0393, device='cuda:0')) | > loss_gen: 2.9556639194488525 (2.7451790348358607) | > loss_kl: 1.6926509141921997 (1.7116235862499882) | > loss_feat: 9.101170539855957 (8.18603943646485) | > loss_mel: 13.707854270935059 (12.911479415101184) | > loss_duration: 1.65690279006958 (1.6700429102787275) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.114240646362305 (27.22436449860252) | > grad_norm_1: tensor(320.6990, device='cuda:0') (tensor(369.6616, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8872 (0.8510436948046133) | > loader_time: 0.0101 (0.010117437436248143)  --> TIME: 2025-05-11 10:44:44 -- STEP: 387/725 -- GLOBAL_STEP: 330450 | > loss_disc: 2.2860262393951416 (2.2151327136259074) | > loss_disc_real_0: 0.13983722031116486 (0.13795858465654892) | > loss_disc_real_1: 0.22104686498641968 (0.190812239389703) | > loss_disc_real_2: 0.20262376964092255 (0.1890612645820746) | > loss_disc_real_3: 0.2038826197385788 (0.20526228194396934) | > loss_disc_real_4: 0.19430267810821533 (0.19569226487200397) | > loss_disc_real_5: 0.22968173027038574 (0.21003572785269067) | > loss_0: 2.2860262393951416 (2.2151327136259074) | > grad_norm_0: tensor(20.7649, device='cuda:0') (tensor(20.5366, device='cuda:0')) | > loss_gen: 2.6302311420440674 (2.743899796976292) | > loss_kl: 1.6750885248184204 (1.7134548724467749) | > loss_feat: 7.146764755249023 (8.191414378410164) | > loss_mel: 12.46870231628418 (12.927834537910245) | > loss_duration: 1.7430145740509033 (1.6699097797236082) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.663803100585938 (27.246513470198746) | > grad_norm_1: tensor(97.3320, device='cuda:0') (tensor(360.0577, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8594 (0.8513054804592478) | > loader_time: 0.0104 (0.010106437274035858)  --> TIME: 2025-05-11 10:45:27 -- STEP: 437/725 -- GLOBAL_STEP: 330500 | > loss_disc: 2.184340000152588 (2.2122757754009434) | > loss_disc_real_0: 0.12581904232501984 (0.1377832615573291) | > loss_disc_real_1: 0.18752771615982056 (0.19081127640175333) | > loss_disc_real_2: 0.21436209976673126 (0.18884642555184442) | > loss_disc_real_3: 0.2065819799900055 (0.2050111825051515) | > loss_disc_real_4: 0.18685659766197205 (0.1953770925101209) | > loss_disc_real_5: 0.21945732831954956 (0.20976554870059883) | > loss_0: 2.184340000152588 (2.2122757754009434) | > grad_norm_0: tensor(14.3053, device='cuda:0') (tensor(20.6548, device='cuda:0')) | > loss_gen: 2.759669542312622 (2.7478840400206965) | > loss_kl: 1.7200847864151 (1.7121529017214916) | > loss_feat: 8.289994239807129 (8.20889742914545) | > loss_mel: 13.77631950378418 (12.938870864274573) | > loss_duration: 1.6411761045455933 (1.6697645667488568) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.187246322631836 (27.27756989084064) | > grad_norm_1: tensor(390.0771, device='cuda:0') (tensor(357.9274, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8858 (0.8504466535843209) | > loader_time: 0.0107 (0.010056275797654063)  --> TIME: 2025-05-11 10:46:10 -- STEP: 487/725 -- GLOBAL_STEP: 330550 | > loss_disc: 2.2382142543792725 (2.2124760099505005) | > loss_disc_real_0: 0.1252296417951584 (0.1375089581497396) | > loss_disc_real_1: 0.20191733539104462 (0.1907381185577146) | > loss_disc_real_2: 0.19562581181526184 (0.18875621274511428) | > loss_disc_real_3: 0.22149311006069183 (0.2050335730064576) | > loss_disc_real_4: 0.19613319635391235 (0.19576805851420342) | > loss_disc_real_5: 0.25329291820526123 (0.21018534011419787) | > loss_0: 2.2382142543792725 (2.2124760099505005) | > grad_norm_0: tensor(19.0431, device='cuda:0') (tensor(20.4962, device='cuda:0')) | > loss_gen: 2.5541160106658936 (2.7459820462448157) | > loss_kl: 1.5602068901062012 (1.7127725791637414) | > loss_feat: 7.51560640335083 (8.197376905280704) | > loss_mel: 12.37689208984375 (12.922376728645341) | > loss_duration: 1.661357045173645 (1.6698508874591613) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.66817855834961 (27.248359210192536) | > grad_norm_1: tensor(391.9911, device='cuda:0') (tensor(358.0880, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8219 (0.8502977932258309) | > loader_time: 0.0095 (0.010028188478285764)  --> TIME: 2025-05-11 10:46:54 -- STEP: 537/725 -- GLOBAL_STEP: 330600 | > loss_disc: 2.3211710453033447 (2.212651191698994) | > loss_disc_real_0: 0.15844108164310455 (0.1371033798133195) | > loss_disc_real_1: 0.223679780960083 (0.19078860083660823) | > loss_disc_real_2: 0.18898269534111023 (0.18880696400472793) | > loss_disc_real_3: 0.2527119517326355 (0.2051789251952198) | > loss_disc_real_4: 0.20413215458393097 (0.19562353784811568) | > loss_disc_real_5: 0.21028205752372742 (0.21055579188260726) | > loss_0: 2.3211710453033447 (2.212651191698994) | > grad_norm_0: tensor(33.1980, device='cuda:0') (tensor(20.6130, device='cuda:0')) | > loss_gen: 2.6314194202423096 (2.7482006101412932) | > loss_kl: 1.6938005685806274 (1.7124699465167366) | > loss_feat: 7.605242729187012 (8.200535482978463) | > loss_mel: 11.419351577758789 (12.940050190831474) | > loss_duration: 1.6925857067108154 (1.6701492404138572) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.042400360107422 (27.271405534371315) | > grad_norm_1: tensor(498.2298, device='cuda:0') (tensor(361.4474, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.845 (0.8512074219225949) | > loader_time: 0.0092 (0.010024552904693767)  --> TIME: 2025-05-11 10:47:37 -- STEP: 587/725 -- GLOBAL_STEP: 330650 | > loss_disc: 2.148574113845825 (2.2117603464873943) | > loss_disc_real_0: 0.10100291669368744 (0.13704267208935667) | > loss_disc_real_1: 0.19496896862983704 (0.1909515917605801) | > loss_disc_real_2: 0.17578907310962677 (0.18872742375178075) | > loss_disc_real_3: 0.20036210119724274 (0.2050187403948587) | > loss_disc_real_4: 0.1872193068265915 (0.19541477065476281) | > loss_disc_real_5: 0.21021024882793427 (0.21035238904989548) | > loss_0: 2.148574113845825 (2.2117603464873943) | > grad_norm_0: tensor(12.8138, device='cuda:0') (tensor(20.6403, device='cuda:0')) | > loss_gen: 2.788480520248413 (2.7481236924913923) | > loss_kl: 1.748181939125061 (1.712026273574699) | > loss_feat: 8.167874336242676 (8.197121478832965) | > loss_mel: 13.523568153381348 (12.93413613399005) | > loss_duration: 1.6627521514892578 (1.6700658513902598) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.890857696533203 (27.26147347861295) | > grad_norm_1: tensor(488.3210, device='cuda:0') (tensor(363.2701, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.853 (0.8507616166564839) | > loader_time: 0.0097 (0.009996734648384466)  --> TIME: 2025-05-11 10:48:20 -- STEP: 637/725 -- GLOBAL_STEP: 330700 | > loss_disc: 2.1930389404296875 (2.2107313137788047) | > loss_disc_real_0: 0.14411082863807678 (0.1369763146062473) | > loss_disc_real_1: 0.16805718839168549 (0.1908578428452953) | > loss_disc_real_2: 0.1962076723575592 (0.18880891191716098) | > loss_disc_real_3: 0.1823272556066513 (0.2048747539988118) | > loss_disc_real_4: 0.18961678445339203 (0.19554940069582624) | > loss_disc_real_5: 0.2009260505437851 (0.20998797978580083) | > loss_0: 2.1930389404296875 (2.2107313137788047) | > grad_norm_0: tensor(12.1651, device='cuda:0') (tensor(20.9218, device='cuda:0')) | > loss_gen: 2.7607271671295166 (2.751794597979055) | > loss_kl: 1.8423173427581787 (1.7147031739892167) | > loss_feat: 8.184381484985352 (8.204958230771673) | > loss_mel: 13.470754623413086 (12.954198154587202) | > loss_duration: 1.6246540546417236 (1.6700861659865918) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.882835388183594 (27.295740349139297) | > grad_norm_1: tensor(440.8547, device='cuda:0') (tensor(367.7621, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8537 (0.8503946509428638) | > loader_time: 0.0098 (0.00996919666392088)  --> TIME: 2025-05-11 10:49:03 -- STEP: 687/725 -- GLOBAL_STEP: 330750 | > loss_disc: 2.078611135482788 (2.208552509936705) | > loss_disc_real_0: 0.10309569537639618 (0.1371138449839629) | > loss_disc_real_1: 0.18682269752025604 (0.1907402861977247) | > loss_disc_real_2: 0.18946659564971924 (0.1886346319573763) | > loss_disc_real_3: 0.22521090507507324 (0.2048304253183251) | > loss_disc_real_4: 0.18340884149074554 (0.19535767986524574) | > loss_disc_real_5: 0.19563359022140503 (0.2095133151202916) | > loss_0: 2.078611135482788 (2.208552509936705) | > grad_norm_0: tensor(19.6971, device='cuda:0') (tensor(21.4042, device='cuda:0')) | > loss_gen: 2.7896552085876465 (2.7553867204047013) | > loss_kl: 1.7320730686187744 (1.7150789353524754) | > loss_feat: 8.308991432189941 (8.215610958776791) | > loss_mel: 12.62281322479248 (12.965466293879127) | > loss_duration: 1.6721795797348022 (1.6699122173123304) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.125713348388672 (27.321455135095587) | > grad_norm_1: tensor(457.6239, device='cuda:0') (tensor(371.8014, device='cuda:0')) | > current_lr_0: 0.0001904356426810438 | > current_lr_1: 0.0001904356426810438 | > step_time: 0.8478 (0.8498623891688851) | > loader_time: 0.0098 (0.009975623182160704)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.419616222381592 (2.419616222381592) | > loss_disc_real_0: 0.1898772418498993 (0.1898772418498993) | > loss_disc_real_1: 0.1672286093235016 (0.1672286093235016) | > loss_disc_real_2: 0.21513351798057556 (0.21513351798057556) | > loss_disc_real_3: 0.1988307386636734 (0.1988307386636734) | > loss_disc_real_4: 0.279115229845047 (0.279115229845047) | > loss_disc_real_5: 0.25751686096191406 (0.25751686096191406) | > loss_0: 2.419616222381592 (2.419616222381592) | > loss_gen: 2.537902593612671 (2.537902593612671) | > loss_kl: 2.269073963165283 (2.269073963165283) | > loss_feat: 7.042891502380371 (7.042891502380371) | > loss_mel: 12.356069564819336 (12.356069564819336) | > loss_duration: 1.7169203758239746 (1.7169203758239746) | > loss_1: 25.92285919189453 (25.92285919189453)  --> STEP: 1 | > loss_disc: 2.4120278358459473 (2.4120278358459473) | > loss_disc_real_0: 0.17220306396484375 (0.17220306396484375) | > loss_disc_real_1: 0.17047716677188873 (0.17047716677188873) | > loss_disc_real_2: 0.2604498267173767 (0.2604498267173767) | > loss_disc_real_3: 0.21692317724227905 (0.21692317724227905) | > loss_disc_real_4: 0.28524643182754517 (0.28524643182754517) | > loss_disc_real_5: 0.2533985376358032 (0.2533985376358032) | > loss_0: 2.4120278358459473 (2.4120278358459473) | > loss_gen: 2.6519129276275635 (2.6519129276275635) | > loss_kl: 2.2490997314453125 (2.2490997314453125) | > loss_feat: 6.588802814483643 (6.588802814483643) | > loss_mel: 12.913787841796875 (12.913787841796875) | > loss_duration: 1.835382342338562 (1.835382342338562) | > loss_1: 26.238985061645508 (26.238985061645508)  --> STEP: 2 | > loss_disc: 2.323956251144409 (2.3679920434951782) | > loss_disc_real_0: 0.1795736849308014 (0.17588837444782257) | > loss_disc_real_1: 0.16809813678264618 (0.16928765177726746) | > loss_disc_real_2: 0.22009336948394775 (0.24027159810066223) | > loss_disc_real_3: 0.20430108904838562 (0.21061213314533234) | > loss_disc_real_4: 0.29362308979034424 (0.2894347608089447) | > loss_disc_real_5: 0.24140875041484833 (0.24740364402532578) | > loss_0: 2.323956251144409 (2.3679920434951782) | > loss_gen: 2.6913366317749023 (2.671624779701233) | > loss_kl: 2.0591988563537598 (2.154149293899536) | > loss_feat: 7.895580768585205 (7.242191791534424) | > loss_mel: 13.131296157836914 (13.022541999816895) | > loss_duration: 1.8535374402999878 (1.844459891319275) | > loss_1: 27.630949020385742 (26.934967041015625)  --> STEP: 3 | > loss_disc: 2.3771896362304688 (2.371057907740275) | > loss_disc_real_0: 0.17787384986877441 (0.17655019958813986) | > loss_disc_real_1: 0.17077802121639252 (0.16978444159030914) | > loss_disc_real_2: 0.23459993302822113 (0.2383810430765152) | > loss_disc_real_3: 0.22548536956310272 (0.21556987861792246) | > loss_disc_real_4: 0.3031228482723236 (0.293997456630071) | > loss_disc_real_5: 0.25161391496658325 (0.2488070676724116) | > loss_0: 2.3771896362304688 (2.371057907740275) | > loss_gen: 2.6926541328430176 (2.6786345640818277) | > loss_kl: 2.0022923946380615 (2.1035303274790444) | > loss_feat: 8.053828239440918 (7.512737274169922) | > loss_mel: 13.520597457885742 (13.188560485839844) | > loss_duration: 1.8275127410888672 (1.8388108412424724) | > loss_1: 28.09688377380371 (27.322272618611652)  --> STEP: 4 | > loss_disc: 2.241760492324829 (2.3387335538864136) | > loss_disc_real_0: 0.15510986745357513 (0.17119011655449867) | > loss_disc_real_1: 0.14712446928024292 (0.1641194485127926) | > loss_disc_real_2: 0.17968231439590454 (0.22370636090636253) | > loss_disc_real_3: 0.19833680987358093 (0.21126161143183708) | > loss_disc_real_4: 0.2980091869831085 (0.2950003892183304) | > loss_disc_real_5: 0.2808743119239807 (0.2568238787353039) | > loss_0: 2.241760492324829 (2.3387335538864136) | > loss_gen: 2.881577253341675 (2.7293702363967896) | > loss_kl: 1.935762643814087 (2.061588406562805) | > loss_feat: 9.430752754211426 (7.992241144180298) | > loss_mel: 15.323003768920898 (13.722171306610107) | > loss_duration: 1.7717950344085693 (1.8220568895339966) | > loss_1: 31.3428897857666 (28.32742691040039) --> EVAL PERFORMANCE | > avg_loader_time: 0.282762348651886 (+0.003817439079284668) | > avg_loss_disc: 2.3387335538864136 (+0.09075355529785156) | > avg_loss_disc_real_0: 0.17119011655449867 (+0.03220435231924057) | > avg_loss_disc_real_1: 0.1641194485127926 (-0.007593020796775818) | > avg_loss_disc_real_2: 0.22370636090636253 (+0.010998990386724472) | > avg_loss_disc_real_3: 0.21126161143183708 (+0.03931281715631485) | > avg_loss_disc_real_4: 0.2950003892183304 (+0.03545510023832321) | > avg_loss_disc_real_5: 0.2568238787353039 (+0.0009038597345352173) | > avg_loss_0: 2.3387335538864136 (+0.09075355529785156) | > avg_loss_gen: 2.7293702363967896 (-0.040015995502471924) | > avg_loss_kl: 2.061588406562805 (+0.032547175884246826) | > avg_loss_feat: 7.992241144180298 (-0.6067771911621094) | > avg_loss_mel: 13.722171306610107 (-0.03983306884765625) | > avg_loss_duration: 1.8220568895339966 (+0.003385603427886963) | > avg_loss_1: 28.32742691040039 (-0.6506948471069336)  > EPOCH: 393/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 10:49:42)   --> TIME: 2025-05-11 10:49:54 -- STEP: 12/725 -- GLOBAL_STEP: 330800 | > loss_disc: 2.4508471488952637 (2.2230636676152544) | > loss_disc_real_0: 0.19034028053283691 (0.14654107267657915) | > loss_disc_real_1: 0.20256632566452026 (0.19068571676810583) | > loss_disc_real_2: 0.21919481456279755 (0.19067339226603508) | > loss_disc_real_3: 0.23383179306983948 (0.20751540983716646) | > loss_disc_real_4: 0.23656444251537323 (0.19644049182534218) | > loss_disc_real_5: 0.23092596232891083 (0.20894433557987213) | > loss_0: 2.4508471488952637 (2.2230636676152544) | > grad_norm_0: tensor(12.4436, device='cuda:0') (tensor(11.5582, device='cuda:0')) | > loss_gen: 2.449631690979004 (2.6724767486254373) | > loss_kl: 1.7495100498199463 (1.797238012154897) | > loss_feat: 6.2325119972229 (7.9232280254364005) | > loss_mel: 10.534249305725098 (12.810359636942545) | > loss_duration: 1.6810336112976074 (1.6686935126781464) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.64693832397461 (26.87199608484904) | > grad_norm_1: tensor(126.5686, device='cuda:0') (tensor(178.7361, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8356 (0.8354360262552897) | > loader_time: 0.0097 (0.009881516297658285)  --> TIME: 2025-05-11 10:50:38 -- STEP: 62/725 -- GLOBAL_STEP: 330850 | > loss_disc: 2.1614768505096436 (2.204453199140487) | > loss_disc_real_0: 0.10466358810663223 (0.13710035672110898) | > loss_disc_real_1: 0.21131779253482819 (0.1910580699482272) | > loss_disc_real_2: 0.19170640408992767 (0.1888976517704225) | > loss_disc_real_3: 0.20775821805000305 (0.20424141975179796) | > loss_disc_real_4: 0.18402503430843353 (0.19590036162445623) | > loss_disc_real_5: 0.19739606976509094 (0.20833130517313558) | > loss_0: 2.1614768505096436 (2.204453199140487) | > grad_norm_0: tensor(14.3600, device='cuda:0') (tensor(18.8756, device='cuda:0')) | > loss_gen: 2.7952888011932373 (2.728311454096148) | > loss_kl: 1.495914340019226 (1.7285455676817125) | > loss_feat: 8.725528717041016 (8.155561747089513) | > loss_mel: 14.395421028137207 (12.81736086260888) | > loss_duration: 1.7094533443450928 (1.664010024839832) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.121604919433594 (27.093789592865974) | > grad_norm_1: tensor(452.4049, device='cuda:0') (tensor(322.2595, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8606 (0.8584932704125682) | > loader_time: 0.0094 (0.009838707985416535)  --> TIME: 2025-05-11 10:51:21 -- STEP: 112/725 -- GLOBAL_STEP: 330900 | > loss_disc: 2.225472927093506 (2.1904167596782966) | > loss_disc_real_0: 0.1589435636997223 (0.13427568240357304) | > loss_disc_real_1: 0.19151431322097778 (0.19021894569907868) | > loss_disc_real_2: 0.17595751583576202 (0.18844112767172708) | > loss_disc_real_3: 0.19702894985675812 (0.20398600532540254) | > loss_disc_real_4: 0.18844987452030182 (0.19478599367929356) | > loss_disc_real_5: 0.20980259776115417 (0.20641963383448975) | > loss_0: 2.225472927093506 (2.1904167596782966) | > grad_norm_0: tensor(15.5712, device='cuda:0') (tensor(19.8704, device='cuda:0')) | > loss_gen: 2.69431471824646 (2.76470125573022) | > loss_kl: 1.6680282354354858 (1.7221020055668694) | > loss_feat: 7.824222564697266 (8.303842659507483) | > loss_mel: 12.950246810913086 (13.021249745573316) | > loss_duration: 1.6759107112884521 (1.6692997951592718) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.81272315979004 (27.481195381709508) | > grad_norm_1: tensor(245.4896, device='cuda:0') (tensor(358.8672, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8358 (0.8556476320539202) | > loader_time: 0.0112 (0.009789833000728058)  --> TIME: 2025-05-11 10:52:04 -- STEP: 162/725 -- GLOBAL_STEP: 330950 | > loss_disc: 2.1971659660339355 (2.189734121899548) | > loss_disc_real_0: 0.13008248805999756 (0.1348941303145738) | > loss_disc_real_1: 0.19090570509433746 (0.19007357458273572) | > loss_disc_real_2: 0.2054676115512848 (0.18787607228682368) | > loss_disc_real_3: 0.19558975100517273 (0.20395947256941854) | > loss_disc_real_4: 0.20374064147472382 (0.19513736775627843) | > loss_disc_real_5: 0.22054703533649445 (0.20551657952644206) | > loss_0: 2.1971659660339355 (2.189734121899548) | > grad_norm_0: tensor(21.6187, device='cuda:0') (tensor(20.6115, device='cuda:0')) | > loss_gen: 2.6568572521209717 (2.774941391415066) | > loss_kl: 1.807205319404602 (1.7272459886692189) | > loss_feat: 7.601274490356445 (8.347627333652833) | > loss_mel: 12.71378231048584 (13.054640193044403) | > loss_duration: 1.6089885234832764 (1.6697342410499667) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.388105392456055 (27.574189080132367) | > grad_norm_1: tensor(467.5967, device='cuda:0') (tensor(379.8698, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8347 (0.8532735403673148) | > loader_time: 0.0096 (0.009872108329961328)  --> TIME: 2025-05-11 10:52:48 -- STEP: 212/725 -- GLOBAL_STEP: 331000 | > loss_disc: 2.343961715698242 (2.1899311565003314) | > loss_disc_real_0: 0.20692488551139832 (0.13479382502582837) | > loss_disc_real_1: 0.22256819903850555 (0.1900532329279297) | > loss_disc_real_2: 0.2087978571653366 (0.187955204116286) | > loss_disc_real_3: 0.22906023263931274 (0.2043537087738514) | > loss_disc_real_4: 0.19874177873134613 (0.19464197958696564) | > loss_disc_real_5: 0.22259975969791412 (0.20554082510325145) | > loss_0: 2.343961715698242 (2.1899311565003314) | > grad_norm_0: tensor(23.6677, device='cuda:0') (tensor(20.9832, device='cuda:0')) | > loss_gen: 2.7139968872070312 (2.779969323356196) | > loss_kl: 1.6486589908599854 (1.7307605158607915) | > loss_feat: 7.859645366668701 (8.361281671614028) | > loss_mel: 12.022466659545898 (13.0457576625752) | > loss_duration: 1.6798161268234253 (1.6698199240666516) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.924583435058594 (27.587589056986673) | > grad_norm_1: tensor(154.7920, device='cuda:0') (tensor(390.2201, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8489 (0.8537355245284315) | > loader_time: 0.0095 (0.009929875157914072) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_331000.pth  --> TIME: 2025-05-11 10:53:33 -- STEP: 262/725 -- GLOBAL_STEP: 331050 | > loss_disc: 2.1611132621765137 (2.1961951028299698) | > loss_disc_real_0: 0.10146961361169815 (0.13616360095507316) | > loss_disc_real_1: 0.17700707912445068 (0.1901665739430726) | > loss_disc_real_2: 0.18923670053482056 (0.18826435199220676) | > loss_disc_real_3: 0.2145867645740509 (0.204793045595857) | > loss_disc_real_4: 0.1799243688583374 (0.1952700687160019) | > loss_disc_real_5: 0.23243512213230133 (0.20616616325751516) | > loss_0: 2.1611132621765137 (2.1961951028299698) | > grad_norm_0: tensor(10.8303, device='cuda:0') (tensor(21.8079, device='cuda:0')) | > loss_gen: 2.7230420112609863 (2.7712180459772355) | > loss_kl: 1.69293212890625 (1.726974735733207) | > loss_feat: 8.087920188903809 (8.293628057450746) | > loss_mel: 13.956879615783691 (12.986537088874643) | > loss_duration: 1.6745048761367798 (1.6704989794556422) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.135278701782227 (27.448856877916636) | > grad_norm_1: tensor(221.4396, device='cuda:0') (tensor(391.5802, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8908 (0.852872638301995) | > loader_time: 0.0097 (0.00996565545788248)  --> TIME: 2025-05-11 10:54:17 -- STEP: 312/725 -- GLOBAL_STEP: 331100 | > loss_disc: 2.177685022354126 (2.196651041507721) | > loss_disc_real_0: 0.14996984601020813 (0.13635516782792717) | > loss_disc_real_1: 0.18378305435180664 (0.18983472363115889) | > loss_disc_real_2: 0.18567751348018646 (0.18827188779146245) | > loss_disc_real_3: 0.21853569149971008 (0.2050992505959211) | > loss_disc_real_4: 0.1636662632226944 (0.19506662797469357) | > loss_disc_real_5: 0.22396408021450043 (0.20645814665999168) | > loss_0: 2.177685022354126 (2.196651041507721) | > grad_norm_0: tensor(28.4127, device='cuda:0') (tensor(21.4605, device='cuda:0')) | > loss_gen: 2.744926691055298 (2.769490226721151) | > loss_kl: 1.569050669670105 (1.725004106760025) | > loss_feat: 9.517491340637207 (8.285850456127756) | > loss_mel: 14.49272632598877 (12.991135343527182) | > loss_duration: 1.667975664138794 (1.6698831113485189) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.992172241210938 (27.441363212389824) | > grad_norm_1: tensor(477.7212, device='cuda:0') (tensor(386.6090, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 1.2933 (0.8538098640930958) | > loader_time: 0.0098 (0.009969876362727238)  --> TIME: 2025-05-11 10:55:00 -- STEP: 362/725 -- GLOBAL_STEP: 331150 | > loss_disc: 2.193272590637207 (2.195836180481463) | > loss_disc_real_0: 0.11994544416666031 (0.13601345023479902) | > loss_disc_real_1: 0.24100524187088013 (0.1894641071146365) | > loss_disc_real_2: 0.2063993215560913 (0.18807965768140983) | > loss_disc_real_3: 0.21476764976978302 (0.20484117813696517) | > loss_disc_real_4: 0.17477072775363922 (0.1950319912387521) | > loss_disc_real_5: 0.2097737342119217 (0.20670289352783183) | > loss_0: 2.193272590637207 (2.195836180481463) | > grad_norm_0: tensor(13.7929, device='cuda:0') (tensor(20.9401, device='cuda:0')) | > loss_gen: 2.8649563789367676 (2.7685286906542688) | > loss_kl: 1.8306866884231567 (1.7283830135566753) | > loss_feat: 8.79375171661377 (8.291046341479811) | > loss_mel: 13.565765380859375 (12.993616910270564) | > loss_duration: 1.6275261640548706 (1.6689076789176267) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.68268585205078 (27.45048260557059) | > grad_norm_1: tensor(270.3834, device='cuda:0') (tensor(382.0570, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8449 (0.853088603493917) | > loader_time: 0.0097 (0.009909381523975353)  --> TIME: 2025-05-11 10:55:43 -- STEP: 412/725 -- GLOBAL_STEP: 331200 | > loss_disc: 2.3000664710998535 (2.197827530717388) | > loss_disc_real_0: 0.18223555386066437 (0.13637735287758335) | > loss_disc_real_1: 0.19998511672019958 (0.18969052205386674) | > loss_disc_real_2: 0.1966628134250641 (0.18815123814257603) | > loss_disc_real_3: 0.2425873875617981 (0.20498190653844944) | > loss_disc_real_4: 0.20590005815029144 (0.19514859861974573) | > loss_disc_real_5: 0.18705548346042633 (0.20704632154801517) | > loss_0: 2.3000664710998535 (2.197827530717388) | > grad_norm_0: tensor(24.9978, device='cuda:0') (tensor(20.8931, device='cuda:0')) | > loss_gen: 2.662097454071045 (2.7684195591408063) | > loss_kl: 1.7952560186386108 (1.7285591132432512) | > loss_feat: 7.464935779571533 (8.287016188056736) | > loss_mel: 11.34776782989502 (13.01538674808243) | > loss_duration: 1.6746394634246826 (1.6693204378040092) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.9446964263916 (27.468702001479066) | > grad_norm_1: tensor(101.8752, device='cuda:0') (tensor(380.2888, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8596 (0.8526726602350624) | > loader_time: 0.0093 (0.009891669148380317)  --> TIME: 2025-05-11 10:56:26 -- STEP: 462/725 -- GLOBAL_STEP: 331250 | > loss_disc: 2.337017297744751 (2.201374771533075) | > loss_disc_real_0: 0.14983920753002167 (0.13657654634801863) | > loss_disc_real_1: 0.18706409633159637 (0.18993120317980328) | > loss_disc_real_2: 0.22509348392486572 (0.1884280794110649) | > loss_disc_real_3: 0.21733331680297852 (0.2051099194334699) | > loss_disc_real_4: 0.23331129550933838 (0.19528630008171127) | > loss_disc_real_5: 0.2300814986228943 (0.20737611976536838) | > loss_0: 2.337017297744751 (2.201374771533075) | > grad_norm_0: tensor(20.8227, device='cuda:0') (tensor(20.6320, device='cuda:0')) | > loss_gen: 2.5866990089416504 (2.761623653498562) | > loss_kl: 1.7072439193725586 (1.7285818158290087) | > loss_feat: 7.060669898986816 (8.252806383810015) | > loss_mel: 11.503517150878906 (12.974911365674172) | > loss_duration: 1.690516471862793 (1.6691463504518782) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.54864501953125 (27.387069503982346) | > grad_norm_1: tensor(430.3044, device='cuda:0') (tensor(374.9178, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.7887 (0.8515884489208073) | > loader_time: 0.0098 (0.009873003670663544)  --> TIME: 2025-05-11 10:57:09 -- STEP: 512/725 -- GLOBAL_STEP: 331300 | > loss_disc: 2.289787769317627 (2.198688337812201) | > loss_disc_real_0: 0.12296819686889648 (0.13637862380710442) | > loss_disc_real_1: 0.1930331587791443 (0.18970048910705375) | > loss_disc_real_2: 0.20225274562835693 (0.18829537340207025) | > loss_disc_real_3: 0.18828615546226501 (0.20475998596521094) | > loss_disc_real_4: 0.19057662785053253 (0.19501935064909046) | > loss_disc_real_5: 0.22880563139915466 (0.20697117820964195) | > loss_0: 2.289787769317627 (2.198688337812201) | > grad_norm_0: tensor(13.7913, device='cuda:0') (tensor(20.8713, device='cuda:0')) | > loss_gen: 2.736733913421631 (2.767989351414143) | > loss_kl: 1.789693832397461 (1.7299529206939042) | > loss_feat: 7.378836631774902 (8.27688534744085) | > loss_mel: 11.85739803314209 (13.010764747858047) | > loss_duration: 1.6295909881591797 (1.6698402278125286) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.392253875732422 (27.455432534217834) | > grad_norm_1: tensor(132.9884, device='cuda:0') (tensor(377.8229, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8501 (0.8507556701079011) | > loader_time: 0.0093 (0.00983011769130826)  --> TIME: 2025-05-11 10:57:52 -- STEP: 562/725 -- GLOBAL_STEP: 331350 | > loss_disc: 2.114400625228882 (2.1995576656161684) | > loss_disc_real_0: 0.15288709104061127 (0.13617667049381668) | > loss_disc_real_1: 0.17888657748699188 (0.19001960494552222) | > loss_disc_real_2: 0.1750904768705368 (0.18840705367381883) | > loss_disc_real_3: 0.22785283625125885 (0.2047592082269675) | > loss_disc_real_4: 0.20465974509716034 (0.19513056700339945) | > loss_disc_real_5: 0.19335581362247467 (0.20690041637293383) | > loss_0: 2.114400625228882 (2.1995576656161684) | > grad_norm_0: tensor(17.4301, device='cuda:0') (tensor(20.9843, device='cuda:0')) | > loss_gen: 2.923239231109619 (2.7680766039471596) | > loss_kl: 1.78328537940979 (1.7326962129077026) | > loss_feat: 9.019620895385742 (8.270085826887362) | > loss_mel: 14.143893241882324 (13.013274396441584) | > loss_duration: 1.632627248764038 (1.6695337038871656) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.502666473388672 (27.453666693799445) | > grad_norm_1: tensor(327.1577, device='cuda:0') (tensor(378.5402, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.9072 (0.8503345488653489) | > loader_time: 0.0118 (0.009806805658170761)  --> TIME: 2025-05-11 10:58:35 -- STEP: 612/725 -- GLOBAL_STEP: 331400 | > loss_disc: 2.134427547454834 (2.199042822605644) | > loss_disc_real_0: 0.1236707866191864 (0.13603325811476502) | > loss_disc_real_1: 0.18696817755699158 (0.18999645554649283) | > loss_disc_real_2: 0.18497435748577118 (0.18832755833864204) | > loss_disc_real_3: 0.18954120576381683 (0.20474989028051008) | > loss_disc_real_4: 0.18871060013771057 (0.1949906048480592) | > loss_disc_real_5: 0.1678527593612671 (0.20701549489513718) | > loss_0: 2.134427547454834 (2.199042822605644) | > grad_norm_0: tensor(7.9085, device='cuda:0') (tensor(20.9841, device='cuda:0')) | > loss_gen: 2.879534959793091 (2.769390322414098) | > loss_kl: 1.6929668188095093 (1.7316863945886194) | > loss_feat: 8.75947380065918 (8.272079509847309) | > loss_mel: 13.99213981628418 (13.00211916094512) | > loss_duration: 1.583040714263916 (1.6691561912009918) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.907155990600586 (27.444431532442184) | > grad_norm_1: tensor(501.6239, device='cuda:0') (tensor(381.3030, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8064 (0.8504230454077129) | > loader_time: 0.0089 (0.009820185845194299)  --> TIME: 2025-05-11 10:59:18 -- STEP: 662/725 -- GLOBAL_STEP: 331450 | > loss_disc: 2.1899755001068115 (2.1988232555346197) | > loss_disc_real_0: 0.13015639781951904 (0.13585942162037629) | > loss_disc_real_1: 0.16618506610393524 (0.18998551067088665) | > loss_disc_real_2: 0.17425814270973206 (0.18840447549913583) | > loss_disc_real_3: 0.22461174428462982 (0.20493420170693238) | > loss_disc_real_4: 0.19686363637447357 (0.19497693593408405) | > loss_disc_real_5: 0.20233555138111115 (0.2068393984725108) | > loss_0: 2.1899755001068115 (2.1988232555346197) | > grad_norm_0: tensor(18.9182, device='cuda:0') (tensor(21.1103, device='cuda:0')) | > loss_gen: 2.738407611846924 (2.7711522121803993) | > loss_kl: 1.7468312978744507 (1.7314747087544897) | > loss_feat: 8.031719207763672 (8.273166168132217) | > loss_mel: 12.978389739990234 (12.995576849876933) | > loss_duration: 1.6877756118774414 (1.6696327679827134) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.183120727539062 (27.441002667130306) | > grad_norm_1: tensor(528.0646, device='cuda:0') (tensor(385.7998, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8722 (0.8501074573424647) | > loader_time: 0.0096 (0.009809044192564812)  --> TIME: 2025-05-11 11:00:02 -- STEP: 712/725 -- GLOBAL_STEP: 331500 | > loss_disc: 2.284102439880371 (2.1994505583235386) | > loss_disc_real_0: 0.11555185914039612 (0.13637891953831993) | > loss_disc_real_1: 0.2194647192955017 (0.19003492294486315) | > loss_disc_real_2: 0.22193178534507751 (0.1885308869852778) | > loss_disc_real_3: 0.18395520746707916 (0.20491422049366356) | > loss_disc_real_4: 0.15627698600292206 (0.19486193578648434) | > loss_disc_real_5: 0.2264820784330368 (0.20672028296198067) | > loss_0: 2.284102439880371 (2.1994505583235386) | > grad_norm_0: tensor(11.5139, device='cuda:0') (tensor(21.4585, device='cuda:0')) | > loss_gen: 2.4649667739868164 (2.7726794879757954) | > loss_kl: 1.8236931562423706 (1.7298758476972573) | > loss_feat: 7.877396106719971 (8.285276216737348) | > loss_mel: 13.147891998291016 (13.005216843626473) | > loss_duration: 1.6491512060165405 (1.6692638994937532) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.963096618652344 (27.46231226706773) | > grad_norm_1: tensor(175.8290, device='cuda:0') (tensor(387.6865, device='cuda:0')) | > current_lr_0: 0.00019041183822570866 | > current_lr_1: 0.00019041183822570866 | > step_time: 0.8215 (0.8508022889662324) | > loader_time: 0.0091 (0.0098102337188935)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3014585971832275 (2.3014585971832275) | > loss_disc_real_0: 0.1571410894393921 (0.1571410894393921) | > loss_disc_real_1: 0.18310418725013733 (0.18310418725013733) | > loss_disc_real_2: 0.24497762322425842 (0.24497762322425842) | > loss_disc_real_3: 0.23393721878528595 (0.23393721878528595) | > loss_disc_real_4: 0.24312101304531097 (0.24312101304531097) | > loss_disc_real_5: 0.23413679003715515 (0.23413679003715515) | > loss_0: 2.3014585971832275 (2.3014585971832275) | > loss_gen: 2.800487756729126 (2.800487756729126) | > loss_kl: 1.9544681310653687 (1.9544681310653687) | > loss_feat: 8.51272964477539 (8.51272964477539) | > loss_mel: 13.53255844116211 (13.53255844116211) | > loss_duration: 1.7182974815368652 (1.7182974815368652) | > loss_1: 28.51854133605957 (28.51854133605957)  --> STEP: 1 | > loss_disc: 2.309117078781128 (2.309117078781128) | > loss_disc_real_0: 0.18603560328483582 (0.18603560328483582) | > loss_disc_real_1: 0.18325449526309967 (0.18325449526309967) | > loss_disc_real_2: 0.2582699954509735 (0.2582699954509735) | > loss_disc_real_3: 0.2099129557609558 (0.2099129557609558) | > loss_disc_real_4: 0.23799555003643036 (0.23799555003643036) | > loss_disc_real_5: 0.21559357643127441 (0.21559357643127441) | > loss_0: 2.309117078781128 (2.309117078781128) | > loss_gen: 2.719010591506958 (2.719010591506958) | > loss_kl: 2.3173129558563232 (2.3173129558563232) | > loss_feat: 8.031147003173828 (8.031147003173828) | > loss_mel: 12.908690452575684 (12.908690452575684) | > loss_duration: 1.857110619544983 (1.857110619544983) | > loss_1: 27.83327293395996 (27.83327293395996)  --> STEP: 2 | > loss_disc: 2.3834214210510254 (2.3462692499160767) | > loss_disc_real_0: 0.1788615584373474 (0.1824485808610916) | > loss_disc_real_1: 0.20415978133678436 (0.19370713829994202) | > loss_disc_real_2: 0.25066012144088745 (0.2544650584459305) | > loss_disc_real_3: 0.2441289722919464 (0.2270209640264511) | > loss_disc_real_4: 0.21433576941490173 (0.22616565972566605) | > loss_disc_real_5: 0.21767613291740417 (0.2166348546743393) | > loss_0: 2.3834214210510254 (2.3462692499160767) | > loss_gen: 2.6107888221740723 (2.664899706840515) | > loss_kl: 1.960549235343933 (2.138931095600128) | > loss_feat: 6.857652187347412 (7.44439959526062) | > loss_mel: 12.274422645568848 (12.591556549072266) | > loss_duration: 1.883870244026184 (1.8704904317855835) | > loss_1: 25.587284088134766 (26.710278511047363)  --> STEP: 3 | > loss_disc: 2.327533721923828 (2.3400240739186606) | > loss_disc_real_0: 0.1647089421749115 (0.17653536796569824) | > loss_disc_real_1: 0.19430062174797058 (0.19390496611595154) | > loss_disc_real_2: 0.23546043038368225 (0.24813018242518106) | > loss_disc_real_3: 0.22742697596549988 (0.22715630133946738) | > loss_disc_real_4: 0.2298782467842102 (0.22740318874518076) | > loss_disc_real_5: 0.20109394192695618 (0.21145455042521158) | > loss_0: 2.327533721923828 (2.3400240739186606) | > loss_gen: 2.669989585876465 (2.6665963331858316) | > loss_kl: 2.0197834968566895 (2.0992152293523154) | > loss_feat: 7.869278430938721 (7.586025873819987) | > loss_mel: 13.430212020874023 (12.871108373006185) | > loss_duration: 1.8419893980026245 (1.860990087191264) | > loss_1: 27.831254959106445 (27.08393732706706)  --> STEP: 4 | > loss_disc: 2.4232101440429688 (2.3608205914497375) | > loss_disc_real_0: 0.18412932753562927 (0.178433857858181) | > loss_disc_real_1: 0.20676958560943604 (0.19712112098932266) | > loss_disc_real_2: 0.2494584321975708 (0.2484622448682785) | > loss_disc_real_3: 0.24439379572868347 (0.2314656749367714) | > loss_disc_real_4: 0.21116921305656433 (0.22334469482302666) | > loss_disc_real_5: 0.26036348938941956 (0.22368178516626358) | > loss_0: 2.4232101440429688 (2.3608205914497375) | > loss_gen: 2.615546941757202 (2.6538339853286743) | > loss_kl: 1.9897232055664062 (2.071842223405838) | > loss_feat: 7.083983898162842 (7.460515379905701) | > loss_mel: 12.802908897399902 (12.854058504104614) | > loss_duration: 1.7516868114471436 (1.8336642682552338) | > loss_1: 26.243850708007812 (26.873915672302246) --> EVAL PERFORMANCE | > avg_loader_time: 0.27865850925445557 (-0.00410383939743042) | > avg_loss_disc: 2.3608205914497375 (+0.022087037563323975) | > avg_loss_disc_real_0: 0.178433857858181 (+0.007243741303682327) | > avg_loss_disc_real_1: 0.19712112098932266 (+0.033001672476530075) | > avg_loss_disc_real_2: 0.2484622448682785 (+0.02475588396191597) | > avg_loss_disc_real_3: 0.2314656749367714 (+0.02020406350493431) | > avg_loss_disc_real_4: 0.22334469482302666 (-0.07165569439530373) | > avg_loss_disc_real_5: 0.22368178516626358 (-0.0331420935690403) | > avg_loss_0: 2.3608205914497375 (+0.022087037563323975) | > avg_loss_gen: 2.6538339853286743 (-0.07553625106811523) | > avg_loss_kl: 2.071842223405838 (+0.010253816843032837) | > avg_loss_feat: 7.460515379905701 (-0.5317257642745972) | > avg_loss_mel: 12.854058504104614 (-0.8681128025054932) | > avg_loss_duration: 1.8336642682552338 (+0.011607378721237183) | > avg_loss_1: 26.873915672302246 (-1.4535112380981445)  > EPOCH: 394/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 11:00:19)   --> TIME: 2025-05-11 11:00:53 -- STEP: 37/725 -- GLOBAL_STEP: 331550 | > loss_disc: 2.167259454727173 (2.2326016168336613) | > loss_disc_real_0: 0.12378746271133423 (0.13923782392128095) | > loss_disc_real_1: 0.18570812046527863 (0.19173337277528402) | > loss_disc_real_2: 0.18267999589443207 (0.18966820352786296) | > loss_disc_real_3: 0.19379740953445435 (0.20991968907214498) | > loss_disc_real_4: 0.16051092743873596 (0.19696112702021729) | > loss_disc_real_5: 0.22317326068878174 (0.2102559974064698) | > loss_0: 2.167259454727173 (2.2326016168336613) | > grad_norm_0: tensor(18.7682, device='cuda:0') (tensor(17.3314, device='cuda:0')) | > loss_gen: 2.761949062347412 (2.7014659868704305) | > loss_kl: 1.4984450340270996 (1.744004581425641) | > loss_feat: 8.708699226379395 (8.06778436093717) | > loss_mel: 12.730510711669922 (12.823132437628667) | > loss_duration: 1.6475385427474976 (1.668952851682096) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.347143173217773 (27.005340215322132) | > grad_norm_1: tensor(453.0114, device='cuda:0') (tensor(290.3172, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8503 (0.853804723636524) | > loader_time: 0.0099 (0.010136327228030644)  --> TIME: 2025-05-11 11:01:37 -- STEP: 87/725 -- GLOBAL_STEP: 331600 | > loss_disc: 2.3949570655822754 (2.2140553737508832) | > loss_disc_real_0: 0.12826605141162872 (0.13627736133405527) | > loss_disc_real_1: 0.21011370420455933 (0.19081159107301435) | > loss_disc_real_2: 0.1995398998260498 (0.18827757564769385) | > loss_disc_real_3: 0.2304335981607437 (0.20796859692568068) | > loss_disc_real_4: 0.2248024195432663 (0.1961209799708991) | > loss_disc_real_5: 0.24538326263427734 (0.209450911345153) | > loss_0: 2.3949570655822754 (2.2140553737508832) | > grad_norm_0: tensor(11.6934, device='cuda:0') (tensor(18.2326, device='cuda:0')) | > loss_gen: 2.44694185256958 (2.7257423263856735) | > loss_kl: 1.899165153503418 (1.739279778524377) | > loss_feat: 5.910745620727539 (8.141030114272546) | > loss_mel: 10.656559944152832 (12.890233938721405) | > loss_duration: 1.6390011310577393 (1.669375362067387) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.552413940429688 (27.165661559707818) | > grad_norm_1: tensor(93.7228, device='cuda:0') (tensor(316.5840, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8291 (0.8504743302005461) | > loader_time: 0.0092 (0.010036051958456808)  --> TIME: 2025-05-11 11:02:20 -- STEP: 137/725 -- GLOBAL_STEP: 331650 | > loss_disc: 2.089738368988037 (2.2094589985200077) | > loss_disc_real_0: 0.1568741798400879 (0.13632655094792373) | > loss_disc_real_1: 0.1634773463010788 (0.19137765151740865) | > loss_disc_real_2: 0.17869451642036438 (0.1885827432801253) | > loss_disc_real_3: 0.1764090210199356 (0.20600398472190773) | > loss_disc_real_4: 0.1758304387331009 (0.19558353254394809) | > loss_disc_real_5: 0.22295589745044708 (0.2086750526715369) | > loss_0: 2.089738368988037 (2.2094589985200077) | > grad_norm_0: tensor(32.9469, device='cuda:0') (tensor(18.3376, device='cuda:0')) | > loss_gen: 2.9914040565490723 (2.74022696488095) | > loss_kl: 1.7929414510726929 (1.7396284193888196) | > loss_feat: 9.4005765914917 (8.203028866844463) | > loss_mel: 13.578874588012695 (12.943533751216249) | > loss_duration: 1.6636637449264526 (1.6692969198644596) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.427459716796875 (27.295714816907896) | > grad_norm_1: tensor(449.9890, device='cuda:0') (tensor(318.2095, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8162 (0.8500640757762604) | > loader_time: 0.009 (0.010103126511956653)  --> TIME: 2025-05-11 11:03:03 -- STEP: 187/725 -- GLOBAL_STEP: 331700 | > loss_disc: 2.098605155944824 (2.201631840537574) | > loss_disc_real_0: 0.14045651257038116 (0.13574432645411408) | > loss_disc_real_1: 0.1922151893377304 (0.19033931506508817) | > loss_disc_real_2: 0.1849178522825241 (0.1882471931490668) | > loss_disc_real_3: 0.17412309348583221 (0.20500423348842461) | > loss_disc_real_4: 0.17367376387119293 (0.19490401064329602) | > loss_disc_real_5: 0.24155102670192719 (0.20874350123545704) | > loss_0: 2.098605155944824 (2.201631840537574) | > grad_norm_0: tensor(15.3682, device='cuda:0') (tensor(17.9950, device='cuda:0')) | > loss_gen: 2.9021172523498535 (2.749021667847659) | > loss_kl: 1.774420142173767 (1.737053602774513) | > loss_feat: 9.226317405700684 (8.250590128057146) | > loss_mel: 14.374408721923828 (12.99556662309616) | > loss_duration: 1.7001185417175293 (1.6706519949244942) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.977380752563477 (27.40288390705292) | > grad_norm_1: tensor(420.9639, device='cuda:0') (tensor(318.9162, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8525 (0.8504587278009098) | > loader_time: 0.0098 (0.01010870168553317)  --> TIME: 2025-05-11 11:03:47 -- STEP: 237/725 -- GLOBAL_STEP: 331750 | > loss_disc: 2.27400541305542 (2.2028891346122625) | > loss_disc_real_0: 0.11021220684051514 (0.13612366354540922) | > loss_disc_real_1: 0.20011861622333527 (0.19072233806934039) | > loss_disc_real_2: 0.2147628366947174 (0.18806212958152782) | > loss_disc_real_3: 0.22598621249198914 (0.20503891375748923) | > loss_disc_real_4: 0.2324715107679367 (0.19503899899464616) | > loss_disc_real_5: 0.2312808334827423 (0.20892412797056673) | > loss_0: 2.27400541305542 (2.2028891346122625) | > grad_norm_0: tensor(17.5353, device='cuda:0') (tensor(18.0478, device='cuda:0')) | > loss_gen: 2.6743457317352295 (2.7496704250448363) | > loss_kl: 1.840474009513855 (1.7332324493786453) | > loss_feat: 7.665881156921387 (8.249301652868093) | > loss_mel: 12.482393264770508 (12.962700980625073) | > loss_duration: 1.6544169187545776 (1.6709386573059146) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.3175106048584 (27.365844082731737) | > grad_norm_1: tensor(255.7726, device='cuda:0') (tensor(321.4692, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8176 (0.8528890609741211) | > loader_time: 0.0091 (0.010084503310642166)  --> TIME: 2025-05-11 11:04:30 -- STEP: 287/725 -- GLOBAL_STEP: 331800 | > loss_disc: 2.220108985900879 (2.2022207738630435) | > loss_disc_real_0: 0.14608116447925568 (0.13620735998249212) | > loss_disc_real_1: 0.19691403210163116 (0.19054540342777865) | > loss_disc_real_2: 0.1924326866865158 (0.18892273831242878) | > loss_disc_real_3: 0.19773359596729279 (0.20466103817527723) | > loss_disc_real_4: 0.17383530735969543 (0.19475524506502448) | > loss_disc_real_5: 0.19796103239059448 (0.20811450133547965) | > loss_0: 2.220108985900879 (2.2022207738630435) | > grad_norm_0: tensor(39.5619, device='cuda:0') (tensor(18.9143, device='cuda:0')) | > loss_gen: 2.7093400955200195 (2.7582020784504326) | > loss_kl: 1.562122106552124 (1.7309862292186726) | > loss_feat: 8.415345191955566 (8.270916254262898) | > loss_mel: 13.082221031188965 (12.98466347485054) | > loss_duration: 1.685003638267517 (1.67102396405117) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.454030990600586 (27.41579192689902) | > grad_norm_1: tensor(508.8087, device='cuda:0') (tensor(338.6331, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8203 (0.8515577723340289) | > loader_time: 0.0095 (0.010086229038570817)  --> TIME: 2025-05-11 11:05:13 -- STEP: 337/725 -- GLOBAL_STEP: 331850 | > loss_disc: 2.109323263168335 (2.2026734359186535) | > loss_disc_real_0: 0.12873992323875427 (0.13639750528406303) | > loss_disc_real_1: 0.1823665350675583 (0.19058251999959752) | > loss_disc_real_2: 0.20630194246768951 (0.18932840878072046) | > loss_disc_real_3: 0.21544000506401062 (0.20452432299049397) | > loss_disc_real_4: 0.18902498483657837 (0.1948801756170454) | > loss_disc_real_5: 0.2402501255273819 (0.208367941508661) | > loss_0: 2.109323263168335 (2.2026734359186535) | > grad_norm_0: tensor(12.4015, device='cuda:0') (tensor(18.6095, device='cuda:0')) | > loss_gen: 2.9425859451293945 (2.757050754054718) | > loss_kl: 1.6741983890533447 (1.7227967418619718) | > loss_feat: 8.729328155517578 (8.265478753902087) | > loss_mel: 13.192794799804688 (12.976863954470494) | > loss_duration: 1.66353178024292 (1.670323917703034) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.202438354492188 (27.392514078836413) | > grad_norm_1: tensor(446.5356, device='cuda:0') (tensor(335.1084, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8904 (0.8518161483617492) | > loader_time: 0.0138 (0.010057157154253043)  --> TIME: 2025-05-11 11:05:57 -- STEP: 387/725 -- GLOBAL_STEP: 331900 | > loss_disc: 2.244992256164551 (2.2023121281803717) | > loss_disc_real_0: 0.11698774993419647 (0.13713094131968115) | > loss_disc_real_1: 0.22713136672973633 (0.19040320705843838) | > loss_disc_real_2: 0.18735752999782562 (0.1888899071965106) | > loss_disc_real_3: 0.25033578276634216 (0.20463943843385668) | > loss_disc_real_4: 0.19367539882659912 (0.19464174317297087) | > loss_disc_real_5: 0.200785294175148 (0.20768027627498908) | > loss_0: 2.244992256164551 (2.2023121281803717) | > grad_norm_0: tensor(17.8928, device='cuda:0') (tensor(19.3145, device='cuda:0')) | > loss_gen: 2.8660080432891846 (2.7602074170913524) | > loss_kl: 1.5086768865585327 (1.7242760177730594) | > loss_feat: 7.798784255981445 (8.266801554411261) | > loss_mel: 13.17539119720459 (12.980368424447626) | > loss_duration: 1.7441790103912354 (1.670497176567097) | > amp_scaler: 512.0 (257.32299741602066) | > loss_1: 27.093040466308594 (27.402150580433297) | > grad_norm_1: tensor(410.0526, device='cuda:0') (tensor(344.0222, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8664 (0.851720471714818) | > loader_time: 0.0095 (0.010053767714389528)  --> TIME: 2025-05-11 11:06:40 -- STEP: 437/725 -- GLOBAL_STEP: 331950 | > loss_disc: 2.1760785579681396 (2.201024976147665) | > loss_disc_real_0: 0.1798318475484848 (0.13692622669296878) | > loss_disc_real_1: 0.18353599309921265 (0.19012444103200596) | > loss_disc_real_2: 0.1724890023469925 (0.18868998453464328) | > loss_disc_real_3: 0.2299414426088333 (0.20467197066450016) | > loss_disc_real_4: 0.1953553855419159 (0.1945346669897062) | > loss_disc_real_5: 0.2323974370956421 (0.20782561225121843) | > loss_0: 2.1760785579681396 (2.201024976147665) | > grad_norm_0: tensor(26.5695, device='cuda:0') (tensor(19.6248, device='cuda:0')) | > loss_gen: 2.9220166206359863 (2.7613249534327617) | > loss_kl: 1.6925216913223267 (1.7237285487439051) | > loss_feat: 8.913030624389648 (8.27086805915395) | > loss_mel: 13.167658805847168 (12.958112094713297) | > loss_duration: 1.6292500495910645 (1.6701567173004148) | > amp_scaler: 256.0 (274.7459954233407) | > loss_1: 28.324478149414062 (27.384190378254555) | > grad_norm_1: tensor(458.6938, device='cuda:0') (tensor(346.0438, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8983 (0.8513515502964604) | > loader_time: 0.0099 (0.010035321150546207)  --> TIME: 2025-05-11 11:07:23 -- STEP: 487/725 -- GLOBAL_STEP: 332000 | > loss_disc: 2.255582571029663 (2.1993335730241292) | > loss_disc_real_0: 0.14696082472801208 (0.13634321082849987) | > loss_disc_real_1: 0.17648223042488098 (0.18995019946499775) | > loss_disc_real_2: 0.18592709302902222 (0.18831594429099333) | > loss_disc_real_3: 0.20895588397979736 (0.20484032048948986) | > loss_disc_real_4: 0.2210879623889923 (0.19442327170646165) | > loss_disc_real_5: 0.1795765608549118 (0.20762527389815208) | > loss_0: 2.255582571029663 (2.1993335730241292) | > grad_norm_0: tensor(27.2139, device='cuda:0') (tensor(19.6573, device='cuda:0')) | > loss_gen: 2.782438039779663 (2.7628925424336916) | > loss_kl: 1.7357197999954224 (1.7239216267450637) | > loss_feat: 7.658546447753906 (8.279074381019536) | > loss_mel: 12.683306694030762 (12.979906422891169) | > loss_duration: 1.654670238494873 (1.6704490326758035) | > amp_scaler: 256.0 (272.8213552361393) | > loss_1: 26.514680862426758 (27.41624398985438) | > grad_norm_1: tensor(114.3294, device='cuda:0') (tensor(348.4303, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8179 (0.8507893359636622) | > loader_time: 0.0103 (0.010036034260931928) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_332000.pth  --> TIME: 2025-05-11 11:08:09 -- STEP: 537/725 -- GLOBAL_STEP: 332050 | > loss_disc: 2.2305586338043213 (2.199221145507342) | > loss_disc_real_0: 0.15207399427890778 (0.13669665128658579) | > loss_disc_real_1: 0.18511338531970978 (0.19010966688783035) | > loss_disc_real_2: 0.1884104162454605 (0.18863944229244958) | > loss_disc_real_3: 0.21211989223957062 (0.20462587858711545) | > loss_disc_real_4: 0.17733262479305267 (0.19430063970151115) | > loss_disc_real_5: 0.20235687494277954 (0.2072682339330403) | > loss_0: 2.2305586338043213 (2.199221145507342) | > grad_norm_0: tensor(27.5944, device='cuda:0') (tensor(20.1318, device='cuda:0')) | > loss_gen: 2.6839609146118164 (2.7649175112917894) | > loss_kl: 1.542719841003418 (1.7229688285227374) | > loss_feat: 8.47093391418457 (8.283563213419418) | > loss_mel: 12.163714408874512 (12.990023426503445) | > loss_duration: 1.692685842514038 (1.6708555348092615) | > amp_scaler: 256.0 (271.2551210428302) | > loss_1: 26.554014205932617 (27.43232851721055) | > grad_norm_1: tensor(523.1365, device='cuda:0') (tensor(353.5209, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8498 (0.8515114495652125) | > loader_time: 0.0092 (0.010003231091206294)  --> TIME: 2025-05-11 11:08:52 -- STEP: 587/725 -- GLOBAL_STEP: 332100 | > loss_disc: 2.2691097259521484 (2.199143173544328) | > loss_disc_real_0: 0.16609521210193634 (0.13657698903416832) | > loss_disc_real_1: 0.16697227954864502 (0.19009560712151474) | > loss_disc_real_2: 0.19008755683898926 (0.18860055247299504) | > loss_disc_real_3: 0.2193533331155777 (0.20466164003238965) | > loss_disc_real_4: 0.2109578549861908 (0.1943751560362275) | > loss_disc_real_5: 0.25977206230163574 (0.20731427227313512) | > loss_0: 2.2691097259521484 (2.199143173544328) | > grad_norm_0: tensor(15.7983, device='cuda:0') (tensor(20.1492, device='cuda:0')) | > loss_gen: 2.8801252841949463 (2.7643228032113747) | > loss_kl: 1.6837981939315796 (1.7224832604650342) | > loss_feat: 7.853555202484131 (8.282726434873343) | > loss_mel: 12.42399787902832 (12.988951116038754) | > loss_duration: 1.6549639701843262 (1.6702870879912501) | > amp_scaler: 256.0 (269.95570698466753) | > loss_1: 26.496440887451172 (27.42877069567496) | > grad_norm_1: tensor(161.5654, device='cuda:0') (tensor(352.5915, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8435 (0.8512563173368801) | > loader_time: 0.0098 (0.009995786254206945)  --> TIME: 2025-05-11 11:09:35 -- STEP: 637/725 -- GLOBAL_STEP: 332150 | > loss_disc: 2.2134382724761963 (2.1990818627400865) | > loss_disc_real_0: 0.10637398809194565 (0.1365011860287543) | > loss_disc_real_1: 0.19178025424480438 (0.19006870410973858) | > loss_disc_real_2: 0.1562652587890625 (0.18851874813180128) | > loss_disc_real_3: 0.17322222888469696 (0.20456390073479064) | > loss_disc_real_4: 0.16293923556804657 (0.19458449462332192) | > loss_disc_real_5: 0.15529873967170715 (0.20727991772409127) | > loss_0: 2.2134382724761963 (2.1990818627400865) | > grad_norm_0: tensor(18.1127, device='cuda:0') (tensor(20.3789, device='cuda:0')) | > loss_gen: 2.745910406112671 (2.7650243584739167) | > loss_kl: 1.6636449098587036 (1.723751865339055) | > loss_feat: 8.572562217712402 (8.288616215602557) | > loss_mel: 13.40073299407959 (12.997007060088398) | > loss_duration: 1.6296781301498413 (1.6698678466177068) | > amp_scaler: 256.0 (268.8602825745679) | > loss_1: 28.012529373168945 (27.44426736277725) | > grad_norm_1: tensor(154.5624, device='cuda:0') (tensor(358.3342, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8601 (0.8512289666306093) | > loader_time: 0.0094 (0.009972313322489443)  --> TIME: 2025-05-11 11:10:18 -- STEP: 687/725 -- GLOBAL_STEP: 332200 | > loss_disc: 2.212782859802246 (2.200098967621592) | > loss_disc_real_0: 0.11540398001670837 (0.13643895176387044) | > loss_disc_real_1: 0.2026240974664688 (0.1902134604372488) | > loss_disc_real_2: 0.17482119798660278 (0.1885444701498772) | > loss_disc_real_3: 0.22807283699512482 (0.2048082419357966) | > loss_disc_real_4: 0.2034302055835724 (0.19474849629783905) | > loss_disc_real_5: 0.21562057733535767 (0.20751508619240444) | > loss_0: 2.212782859802246 (2.200098967621592) | > grad_norm_0: tensor(14.9785, device='cuda:0') (tensor(20.5769, device='cuda:0')) | > loss_gen: 2.7211077213287354 (2.764637248484848) | > loss_kl: 1.7334513664245605 (1.7228425545116355) | > loss_feat: 8.776802062988281 (8.277524791950736) | > loss_mel: 13.718952178955078 (12.986143420356855) | > loss_duration: 1.684546709060669 (1.669873891265459) | > amp_scaler: 256.0 (267.92430858806387) | > loss_1: 28.63486099243164 (27.42102190431375) | > grad_norm_1: tensor(258.1043, device='cuda:0') (tensor(362.8625, device='cuda:0')) | > current_lr_0: 0.00019038803674593043 | > current_lr_1: 0.00019038803674593043 | > step_time: 0.8512 (0.8506234125973009) | > loader_time: 0.0106 (0.009979620424073488)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.352853775024414 (2.352853775024414) | > loss_disc_real_0: 0.1443813294172287 (0.1443813294172287) | > loss_disc_real_1: 0.17751328647136688 (0.17751328647136688) | > loss_disc_real_2: 0.2253107726573944 (0.2253107726573944) | > loss_disc_real_3: 0.27895113825798035 (0.27895113825798035) | > loss_disc_real_4: 0.2619004547595978 (0.2619004547595978) | > loss_disc_real_5: 0.306642085313797 (0.306642085313797) | > loss_0: 2.352853775024414 (2.352853775024414) | > loss_gen: 2.8305604457855225 (2.8305604457855225) | > loss_kl: 2.193115234375 (2.193115234375) | > loss_feat: 7.931732654571533 (7.931732654571533) | > loss_mel: 13.65050983428955 (13.65050983428955) | > loss_duration: 1.7200613021850586 (1.7200613021850586) | > loss_1: 28.325977325439453 (28.325977325439453)  --> STEP: 1 | > loss_disc: 2.313444137573242 (2.313444137573242) | > loss_disc_real_0: 0.11931407451629639 (0.11931407451629639) | > loss_disc_real_1: 0.19027146697044373 (0.19027146697044373) | > loss_disc_real_2: 0.22437970340251923 (0.22437970340251923) | > loss_disc_real_3: 0.25313568115234375 (0.25313568115234375) | > loss_disc_real_4: 0.2519017159938812 (0.2519017159938812) | > loss_disc_real_5: 0.2807365655899048 (0.2807365655899048) | > loss_0: 2.313444137573242 (2.313444137573242) | > loss_gen: 2.742649555206299 (2.742649555206299) | > loss_kl: 2.3287618160247803 (2.3287618160247803) | > loss_feat: 7.192422389984131 (7.192422389984131) | > loss_mel: 12.298197746276855 (12.298197746276855) | > loss_duration: 1.8284754753112793 (1.8284754753112793) | > loss_1: 26.390506744384766 (26.390506744384766)  --> STEP: 2 | > loss_disc: 2.288090229034424 (2.300767183303833) | > loss_disc_real_0: 0.1187688410282135 (0.11904145777225494) | > loss_disc_real_1: 0.17744429409503937 (0.18385788053274155) | > loss_disc_real_2: 0.2205202728509903 (0.22244998812675476) | > loss_disc_real_3: 0.2846668064594269 (0.2689012438058853) | > loss_disc_real_4: 0.28353580832481384 (0.26771876215934753) | > loss_disc_real_5: 0.2863016426563263 (0.28351910412311554) | > loss_0: 2.288090229034424 (2.300767183303833) | > loss_gen: 2.9945430755615234 (2.868596315383911) | > loss_kl: 2.0550777912139893 (2.1919198036193848) | > loss_feat: 8.419766426086426 (7.806094408035278) | > loss_mel: 14.049330711364746 (13.1737642288208) | > loss_duration: 1.8673930168151855 (1.8479342460632324) | > loss_1: 29.386110305786133 (27.88830852508545)  --> STEP: 3 | > loss_disc: 2.402677059173584 (2.3347371419270835) | > loss_disc_real_0: 0.12959963083267212 (0.122560848792394) | > loss_disc_real_1: 0.1974334418773651 (0.18838306764761606) | > loss_disc_real_2: 0.23063085973262787 (0.22517694532871246) | > loss_disc_real_3: 0.30148231983184814 (0.27976160248120624) | > loss_disc_real_4: 0.25475236773490906 (0.2633966306845347) | > loss_disc_real_5: 0.29489028453826904 (0.2873094975948334) | > loss_0: 2.402677059173584 (2.3347371419270835) | > loss_gen: 2.8263258934020996 (2.854506174723307) | > loss_kl: 2.099118947982788 (2.1609861850738525) | > loss_feat: 7.049500942230225 (7.553896586100261) | > loss_mel: 12.444997787475586 (12.930842081705729) | > loss_duration: 1.84743332862854 (1.8477672735850017) | > loss_1: 26.267375946044922 (27.347997665405273)  --> STEP: 4 | > loss_disc: 2.269237756729126 (2.318362295627594) | > loss_disc_real_0: 0.11722665280103683 (0.12122729979455471) | > loss_disc_real_1: 0.1615961194038391 (0.18168633058667183) | > loss_disc_real_2: 0.19441568851470947 (0.21748663112521172) | > loss_disc_real_3: 0.24778784811496735 (0.27176816388964653) | > loss_disc_real_4: 0.24022676050662994 (0.2576041631400585) | > loss_disc_real_5: 0.31121715903282166 (0.29328641295433044) | > loss_0: 2.269237756729126 (2.318362295627594) | > loss_gen: 2.7187037467956543 (2.820555567741394) | > loss_kl: 2.0437445640563965 (2.1316757798194885) | > loss_feat: 8.416228294372559 (7.769479513168335) | > loss_mel: 13.728252410888672 (13.130194664001465) | > loss_duration: 1.7712905406951904 (1.8286480903625488) | > loss_1: 28.678218841552734 (27.68055295944214) --> EVAL PERFORMANCE | > avg_loader_time: 0.2899141311645508 (+0.011255621910095215) | > avg_loss_disc: 2.318362295627594 (-0.042458295822143555) | > avg_loss_disc_real_0: 0.12122729979455471 (-0.05720655806362629) | > avg_loss_disc_real_1: 0.18168633058667183 (-0.015434790402650833) | > avg_loss_disc_real_2: 0.21748663112521172 (-0.030975613743066788) | > avg_loss_disc_real_3: 0.27176816388964653 (+0.04030248895287514) | > avg_loss_disc_real_4: 0.2576041631400585 (+0.03425946831703186) | > avg_loss_disc_real_5: 0.29328641295433044 (+0.06960462778806686) | > avg_loss_0: 2.318362295627594 (-0.042458295822143555) | > avg_loss_gen: 2.820555567741394 (+0.16672158241271973) | > avg_loss_kl: 2.1316757798194885 (+0.05983355641365051) | > avg_loss_feat: 7.769479513168335 (+0.3089641332626343) | > avg_loss_mel: 13.130194664001465 (+0.2761361598968506) | > avg_loss_duration: 1.8286480903625488 (-0.0050161778926849365) | > avg_loss_1: 27.68055295944214 (+0.8066372871398926)  > EPOCH: 395/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 11:10:57)   --> TIME: 2025-05-11 11:11:09 -- STEP: 12/725 -- GLOBAL_STEP: 332250 | > loss_disc: 2.380246639251709 (2.216228981812795) | > loss_disc_real_0: 0.23521941900253296 (0.13947745040059092) | > loss_disc_real_1: 0.2088967263698578 (0.19462952762842178) | > loss_disc_real_2: 0.20189478993415833 (0.19016694029172262) | > loss_disc_real_3: 0.20398297905921936 (0.20654905835787454) | > loss_disc_real_4: 0.1931138038635254 (0.1892902006705602) | > loss_disc_real_5: 0.19308090209960938 (0.21075419584910074) | > loss_0: 2.380246639251709 (2.216228981812795) | > grad_norm_0: tensor(38.7104, device='cuda:0') (tensor(25.5603, device='cuda:0')) | > loss_gen: 2.5892298221588135 (2.7974243561426797) | > loss_kl: 1.727411150932312 (1.7292524874210358) | > loss_feat: 8.254190444946289 (8.504098296165466) | > loss_mel: 12.689647674560547 (13.186537583669027) | > loss_duration: 1.6918810606002808 (1.6687431037425995) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.952360153198242 (27.88605546951294) | > grad_norm_1: tensor(515.6496, device='cuda:0') (tensor(441.4361, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8305 (0.8318199117978414) | > loader_time: 0.0086 (0.009683688481648764)  --> TIME: 2025-05-11 11:11:52 -- STEP: 62/725 -- GLOBAL_STEP: 332300 | > loss_disc: 2.3250768184661865 (2.2079798752261737) | > loss_disc_real_0: 0.19418388605117798 (0.13894507937854336) | > loss_disc_real_1: 0.24908402562141418 (0.19434317105239438) | > loss_disc_real_2: 0.20383119583129883 (0.18860886029658777) | > loss_disc_real_3: 0.1984718292951584 (0.20665295902759798) | > loss_disc_real_4: 0.20155677199363708 (0.19403103787091472) | > loss_disc_real_5: 0.18695208430290222 (0.20655468010133313) | > loss_0: 2.3250768184661865 (2.2079798752261737) | > grad_norm_0: tensor(29.4634, device='cuda:0') (tensor(24.5625, device='cuda:0')) | > loss_gen: 2.598240375518799 (2.782691140328684) | > loss_kl: 1.4929076433181763 (1.700512174637087) | > loss_feat: 7.362165927886963 (8.37047933763073) | > loss_mel: 12.08135986328125 (13.057498808830015) | > loss_duration: 1.7130687236785889 (1.6632835019019343) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.24774169921875 (27.574464797973633) | > grad_norm_1: tensor(253.4529, device='cuda:0') (tensor(429.0874, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8303 (0.8477057718461559) | > loader_time: 0.0095 (0.009948515122936616)  --> TIME: 2025-05-11 11:12:36 -- STEP: 112/725 -- GLOBAL_STEP: 332350 | > loss_disc: 2.1954903602600098 (2.209356982793125) | > loss_disc_real_0: 0.1369657814502716 (0.13793906875486883) | > loss_disc_real_1: 0.18410734832286835 (0.19439958488302575) | > loss_disc_real_2: 0.19629432260990143 (0.18917559353368624) | > loss_disc_real_3: 0.22588622570037842 (0.20478207830871856) | > loss_disc_real_4: 0.17574523389339447 (0.19492981915495225) | > loss_disc_real_5: 0.21270255744457245 (0.20733513456902333) | > loss_0: 2.1954903602600098 (2.209356982793125) | > grad_norm_0: tensor(17.0693, device='cuda:0') (tensor(22.7893, device='cuda:0')) | > loss_gen: 2.827220916748047 (2.773847020098141) | > loss_kl: 1.5203652381896973 (1.7065884992480278) | > loss_feat: 7.756819248199463 (8.255942570311678) | > loss_mel: 13.162505149841309 (13.002648634569985) | > loss_duration: 1.6763745546340942 (1.6680536408509528) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.94328498840332 (27.407080275671824) | > grad_norm_1: tensor(354.7910, device='cuda:0') (tensor(412.2012, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8166 (0.852925739118031) | > loader_time: 0.0092 (0.009797579475811549)  --> TIME: 2025-05-11 11:13:19 -- STEP: 162/725 -- GLOBAL_STEP: 332400 | > loss_disc: 2.2237157821655273 (2.2046562462677177) | > loss_disc_real_0: 0.12802763283252716 (0.13726853611476622) | > loss_disc_real_1: 0.20781545341014862 (0.19324578491993885) | > loss_disc_real_2: 0.18741551041603088 (0.1879074812671285) | > loss_disc_real_3: 0.17847561836242676 (0.20446519802014032) | > loss_disc_real_4: 0.19188566505908966 (0.19496286264908166) | > loss_disc_real_5: 0.19743619859218597 (0.20783521336169886) | > loss_0: 2.2237157821655273 (2.2046562462677177) | > grad_norm_0: tensor(25.4350, device='cuda:0') (tensor(22.0770, device='cuda:0')) | > loss_gen: 2.7356929779052734 (2.7773045698801675) | > loss_kl: 1.8431379795074463 (1.7075753175182107) | > loss_feat: 9.729799270629883 (8.308982922707063) | > loss_mel: 14.511261940002441 (13.063432116567352) | > loss_duration: 1.6122944355010986 (1.6691663721461354) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.432186126708984 (27.526461248044615) | > grad_norm_1: tensor(448.7429, device='cuda:0') (tensor(404.5716, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8359 (0.8505944028312777) | > loader_time: 0.0103 (0.009845230314466689)  --> TIME: 2025-05-11 11:14:02 -- STEP: 212/725 -- GLOBAL_STEP: 332450 | > loss_disc: 2.29239821434021 (2.2012866504912094) | > loss_disc_real_0: 0.14165225625038147 (0.13692845052705618) | > loss_disc_real_1: 0.1793638914823532 (0.1922899496583443) | > loss_disc_real_2: 0.21681420505046844 (0.18828171182353548) | > loss_disc_real_3: 0.1917707473039627 (0.20413221587549965) | > loss_disc_real_4: 0.1743478924036026 (0.19448721268267002) | > loss_disc_real_5: 0.22983956336975098 (0.20786618764670386) | > loss_0: 2.29239821434021 (2.2012866504912094) | > grad_norm_0: tensor(10.0150, device='cuda:0') (tensor(21.0347, device='cuda:0')) | > loss_gen: 2.555779457092285 (2.778230225140194) | > loss_kl: 1.7667741775512695 (1.702634553864317) | > loss_feat: 7.649044513702393 (8.315134833443826) | > loss_mel: 12.025436401367188 (13.080929297321248) | > loss_duration: 1.7008901834487915 (1.6695367845724214) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.697925567626953 (27.546465693779712) | > grad_norm_1: tensor(289.0698, device='cuda:0') (tensor(384.4183, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8363 (0.8507453788001582) | > loader_time: 0.0095 (0.00991994592378724)  --> TIME: 2025-05-11 11:14:46 -- STEP: 262/725 -- GLOBAL_STEP: 332500 | > loss_disc: 2.2531824111938477 (2.2026659318508974) | > loss_disc_real_0: 0.15028803050518036 (0.13660384606541567) | > loss_disc_real_1: 0.20820632576942444 (0.19184453586358144) | > loss_disc_real_2: 0.17926624417304993 (0.18814410081574032) | > loss_disc_real_3: 0.21175628900527954 (0.20448102722413666) | > loss_disc_real_4: 0.20201441645622253 (0.19498981177124358) | > loss_disc_real_5: 0.20859017968177795 (0.20825353350120643) | > loss_0: 2.2531824111938477 (2.2026659318508974) | > grad_norm_0: tensor(26.7120, device='cuda:0') (tensor(20.4792, device='cuda:0')) | > loss_gen: 2.656449556350708 (2.771465582701996) | > loss_kl: 1.7860498428344727 (1.7011450924946152) | > loss_feat: 7.625862121582031 (8.292899752391186) | > loss_mel: 12.215657234191895 (13.023839521044083) | > loss_duration: 1.660388708114624 (1.670272315276488) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.944408416748047 (27.45962228847824) | > grad_norm_1: tensor(496.1339, device='cuda:0') (tensor(377.8303, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8817 (0.8505020077901942) | > loader_time: 0.0099 (0.009994043648697945)  --> TIME: 2025-05-11 11:15:29 -- STEP: 312/725 -- GLOBAL_STEP: 332550 | > loss_disc: 2.2079522609710693 (2.205421784367316) | > loss_disc_real_0: 0.1529233157634735 (0.13723848413867065) | > loss_disc_real_1: 0.21274305880069733 (0.19198884934377977) | > loss_disc_real_2: 0.18802085518836975 (0.18835519034511017) | > loss_disc_real_3: 0.21550534665584564 (0.20490062217681834) | > loss_disc_real_4: 0.18158335983753204 (0.19509515385979265) | > loss_disc_real_5: 0.17670069634914398 (0.2080943691902435) | > loss_0: 2.2079522609710693 (2.205421784367316) | > grad_norm_0: tensor(22.9832, device='cuda:0') (tensor(20.3337, device='cuda:0')) | > loss_gen: 2.762637138366699 (2.7686870350287505) | > loss_kl: 1.8042925596237183 (1.6984993773393142) | > loss_feat: 8.335330963134766 (8.280281115800891) | > loss_mel: 12.987239837646484 (13.00641422393995) | > loss_duration: 1.6687939167022705 (1.6692285159459481) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.55829429626465 (27.42311031390459) | > grad_norm_1: tensor(487.1193, device='cuda:0') (tensor(375.5725, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8269 (0.849870747480637) | > loader_time: 0.0098 (0.010019881603045342)  --> TIME: 2025-05-11 11:16:12 -- STEP: 362/725 -- GLOBAL_STEP: 332600 | > loss_disc: 2.2743546962738037 (2.2061158547085293) | > loss_disc_real_0: 0.08546784520149231 (0.13726066133182369) | > loss_disc_real_1: 0.2249903529882431 (0.19194509496511025) | > loss_disc_real_2: 0.2191397249698639 (0.18857348977860833) | > loss_disc_real_3: 0.21839292347431183 (0.20488604841475988) | > loss_disc_real_4: 0.20749862492084503 (0.19511097702532185) | > loss_disc_real_5: 0.2195606678724289 (0.20822500853248715) | > loss_0: 2.2743546962738037 (2.2061158547085293) | > grad_norm_0: tensor(36.1167, device='cuda:0') (tensor(20.7643, device='cuda:0')) | > loss_gen: 2.7459869384765625 (2.7704560427375893) | > loss_kl: 1.7025092840194702 (1.6958359611627147) | > loss_feat: 8.571892738342285 (8.285142311075102) | > loss_mel: 13.439361572265625 (13.035066694185884) | > loss_duration: 1.611292839050293 (1.6681039672530158) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.071044921875 (27.454604986622847) | > grad_norm_1: tensor(455.1581, device='cuda:0') (tensor(376.7362, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.844 (0.8501793653266865) | > loader_time: 0.0094 (0.010026725616244321)  --> TIME: 2025-05-11 11:16:55 -- STEP: 412/725 -- GLOBAL_STEP: 332650 | > loss_disc: 2.1911635398864746 (2.2030765480786836) | > loss_disc_real_0: 0.09153328090906143 (0.13772013396458732) | > loss_disc_real_1: 0.188027024269104 (0.19148946929614527) | > loss_disc_real_2: 0.20100687444210052 (0.18823096420145735) | > loss_disc_real_3: 0.24616391956806183 (0.20459227882397985) | > loss_disc_real_4: 0.2107020765542984 (0.19464809946643497) | > loss_disc_real_5: 0.1921243518590927 (0.20774349765580827) | > loss_0: 2.1911635398864746 (2.2030765480786836) | > grad_norm_0: tensor(13.3333, device='cuda:0') (tensor(20.8752, device='cuda:0')) | > loss_gen: 2.7743732929229736 (2.7705907763786666) | > loss_kl: 1.5668399333953857 (1.6965086225745747) | > loss_feat: 8.501901626586914 (8.283174337692628) | > loss_mel: 13.437478065490723 (13.051506223030465) | > loss_duration: 1.6797504425048828 (1.6684593378918842) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.960344314575195 (27.470239310588653) | > grad_norm_1: tensor(337.7709, device='cuda:0') (tensor(372.4510, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.841 (0.8499398289374935) | > loader_time: 0.0149 (0.010021920921733074)  --> TIME: 2025-05-11 11:17:39 -- STEP: 462/725 -- GLOBAL_STEP: 332700 | > loss_disc: 2.1378769874572754 (2.200839939313532) | > loss_disc_real_0: 0.17413662374019623 (0.13721344637728883) | > loss_disc_real_1: 0.1882338970899582 (0.1913172290438698) | > loss_disc_real_2: 0.18248704075813293 (0.18783554367043762) | > loss_disc_real_3: 0.21389052271842957 (0.2043957951200473) | > loss_disc_real_4: 0.17698287963867188 (0.1948015745326038) | > loss_disc_real_5: 0.21897391974925995 (0.20770122407576733) | > loss_0: 2.1378769874572754 (2.200839939313532) | > grad_norm_0: tensor(15.6076, device='cuda:0') (tensor(20.8042, device='cuda:0')) | > loss_gen: 2.9237797260284424 (2.772720780207479) | > loss_kl: 1.6774126291275024 (1.6982145386856873) | > loss_feat: 8.25084400177002 (8.299013245157347) | > loss_mel: 13.126481056213379 (13.067421543649784) | > loss_duration: 1.676011323928833 (1.668323582901067) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.654529571533203 (27.5056937205327) | > grad_norm_1: tensor(96.0275, device='cuda:0') (tensor(371.4435, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.807 (0.8504491321968309) | > loader_time: 0.0108 (0.010042139978119818)  --> TIME: 2025-05-11 11:18:22 -- STEP: 512/725 -- GLOBAL_STEP: 332750 | > loss_disc: 2.1466586589813232 (2.1979569618124497) | > loss_disc_real_0: 0.140733540058136 (0.13678619026904937) | > loss_disc_real_1: 0.19759897887706757 (0.19113041786476975) | > loss_disc_real_2: 0.19043467938899994 (0.1876412171113771) | > loss_disc_real_3: 0.18146727979183197 (0.20421977736987174) | > loss_disc_real_4: 0.19260159134864807 (0.19451599035528488) | > loss_disc_real_5: 0.2096741646528244 (0.20758331959950732) | > loss_0: 2.1466586589813232 (2.1979569618124497) | > grad_norm_0: tensor(23.3016, device='cuda:0') (tensor(20.7941, device='cuda:0')) | > loss_gen: 2.8035476207733154 (2.7739678570069355) | > loss_kl: 1.644302248954773 (1.6997928526252508) | > loss_feat: 8.908024787902832 (8.303835821337994) | > loss_mel: 13.420271873474121 (13.06862095370889) | > loss_duration: 1.626083254814148 (1.668812527321279) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.40222930908203 (27.515030041337013) | > grad_norm_1: tensor(129.2595, device='cuda:0') (tensor(372.8376, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8418 (0.8500747508369386) | > loader_time: 0.0104 (0.01004617381840944)  --> TIME: 2025-05-11 11:19:05 -- STEP: 562/725 -- GLOBAL_STEP: 332800 | > loss_disc: 2.0763437747955322 (2.1984460071736787) | > loss_disc_real_0: 0.12631119787693024 (0.13736494897046134) | > loss_disc_real_1: 0.14721176028251648 (0.1908038641422245) | > loss_disc_real_2: 0.17381656169891357 (0.1875402819484579) | > loss_disc_real_3: 0.18342815339565277 (0.20415218410436795) | > loss_disc_real_4: 0.19130432605743408 (0.19448289590692175) | > loss_disc_real_5: 0.1820095181465149 (0.20745404284725832) | > loss_0: 2.0763437747955322 (2.1984460071736787) | > grad_norm_0: tensor(16.7732, device='cuda:0') (tensor(20.8879, device='cuda:0')) | > loss_gen: 2.915557861328125 (2.774420179930444) | > loss_kl: 1.6816818714141846 (1.69956441854667) | > loss_feat: 8.795560836791992 (8.299726892620635) | > loss_mel: 12.771574020385742 (13.0567461926742) | > loss_duration: 1.6343684196472168 (1.6687226072749206) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.798744201660156 (27.499180335591273) | > grad_norm_1: tensor(378.9135, device='cuda:0') (tensor(373.8192, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8941 (0.8497553300178772) | > loader_time: 0.0108 (0.010031400202007898)  --> TIME: 2025-05-11 11:19:48 -- STEP: 612/725 -- GLOBAL_STEP: 332850 | > loss_disc: 2.130159854888916 (2.200842661210913) | > loss_disc_real_0: 0.11861446499824524 (0.1376741071371668) | > loss_disc_real_1: 0.18957214057445526 (0.19103400002605006) | > loss_disc_real_2: 0.20117811858654022 (0.18759881191296524) | > loss_disc_real_3: 0.22070418298244476 (0.20426175611860609) | > loss_disc_real_4: 0.19662144780158997 (0.19478108281014006) | > loss_disc_real_5: 0.20545734465122223 (0.20766343422282751) | > loss_0: 2.130159854888916 (2.200842661210913) | > grad_norm_0: tensor(24.8933, device='cuda:0') (tensor(20.5971, device='cuda:0')) | > loss_gen: 2.961310625076294 (2.7710836101201606) | > loss_kl: 1.6326059103012085 (1.6972166630956855) | > loss_feat: 8.467247009277344 (8.280740601564538) | > loss_mel: 13.531383514404297 (13.043448404548995) | > loss_duration: 1.5956521034240723 (1.6682101751075076) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.188199996948242 (27.460699508392732) | > grad_norm_1: tensor(312.4709, device='cuda:0') (tensor(366.7979, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8154 (0.8498305740699269) | > loader_time: 0.0087 (0.010025487226598403)  --> TIME: 2025-05-11 11:20:31 -- STEP: 662/725 -- GLOBAL_STEP: 332900 | > loss_disc: 2.182931423187256 (2.200469786486956) | > loss_disc_real_0: 0.13348188996315002 (0.13743983113468616) | > loss_disc_real_1: 0.19248591363430023 (0.19113442952269152) | > loss_disc_real_2: 0.1886901557445526 (0.18786623898409655) | > loss_disc_real_3: 0.21864727139472961 (0.2042434911983611) | > loss_disc_real_4: 0.19040018320083618 (0.19462794556178348) | > loss_disc_real_5: 0.21129286289215088 (0.20754051417832647) | > loss_0: 2.182931423187256 (2.200469786486956) | > grad_norm_0: tensor(26.3271, device='cuda:0') (tensor(20.6327, device='cuda:0')) | > loss_gen: 2.7947335243225098 (2.772890873906116) | > loss_kl: 1.759682297706604 (1.6995130917817076) | > loss_feat: 8.400405883789062 (8.286612842018142) | > loss_mel: 13.148947715759277 (13.065076472175805) | > loss_duration: 1.696073055267334 (1.6689048423867936) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.799842834472656 (27.49299817791158) | > grad_norm_1: tensor(534.1701, device='cuda:0') (tensor(367.3097, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8682 (0.8493426825704892) | > loader_time: 0.0096 (0.010008586857614202)  --> TIME: 2025-05-11 11:21:14 -- STEP: 712/725 -- GLOBAL_STEP: 332950 | > loss_disc: 2.24338436126709 (2.200804292318525) | > loss_disc_real_0: 0.10766981542110443 (0.1378137674287298) | > loss_disc_real_1: 0.18996354937553406 (0.19093825716232324) | > loss_disc_real_2: 0.20453062653541565 (0.18793783020856014) | > loss_disc_real_3: 0.20197933912277222 (0.2041306695116035) | > loss_disc_real_4: 0.19417500495910645 (0.19472614058366644) | > loss_disc_real_5: 0.22324804961681366 (0.2070766608283091) | > loss_0: 2.24338436126709 (2.200804292318525) | > grad_norm_0: tensor(11.9718, device='cuda:0') (tensor(21.0019, device='cuda:0')) | > loss_gen: 2.7926430702209473 (2.7737622626042113) | > loss_kl: 1.7985337972640991 (1.7011216224244465) | > loss_feat: 8.836859703063965 (8.288472726103958) | > loss_mel: 13.50619125366211 (13.053240135814367) | > loss_duration: 1.6599677801132202 (1.668593059429962) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.594194412231445 (27.485189863805022) | > grad_norm_1: tensor(424.1266, device='cuda:0') (tensor(370.9601, device='cuda:0')) | > current_lr_0: 0.0001903642382413372 | > current_lr_1: 0.0001903642382413372 | > step_time: 0.8172 (0.8490906237216478) | > loader_time: 0.0095 (0.01000501533572594)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2361080646514893 (2.2361080646514893) | > loss_disc_real_0: 0.15118572115898132 (0.15118572115898132) | > loss_disc_real_1: 0.1774013340473175 (0.1774013340473175) | > loss_disc_real_2: 0.21485459804534912 (0.21485459804534912) | > loss_disc_real_3: 0.22273513674736023 (0.22273513674736023) | > loss_disc_real_4: 0.24912801384925842 (0.24912801384925842) | > loss_disc_real_5: 0.25514858961105347 (0.25514858961105347) | > loss_0: 2.2361080646514893 (2.2361080646514893) | > loss_gen: 2.950500726699829 (2.950500726699829) | > loss_kl: 2.2016758918762207 (2.2016758918762207) | > loss_feat: 9.062920570373535 (9.062920570373535) | > loss_mel: 13.761197090148926 (13.761197090148926) | > loss_duration: 1.7246296405792236 (1.7246296405792236) | > loss_1: 29.700925827026367 (29.700925827026367)  --> STEP: 1 | > loss_disc: 2.320605993270874 (2.320605993270874) | > loss_disc_real_0: 0.148212268948555 (0.148212268948555) | > loss_disc_real_1: 0.17907793819904327 (0.17907793819904327) | > loss_disc_real_2: 0.21604835987091064 (0.21604835987091064) | > loss_disc_real_3: 0.23083418607711792 (0.23083418607711792) | > loss_disc_real_4: 0.26511871814727783 (0.26511871814727783) | > loss_disc_real_5: 0.24919843673706055 (0.24919843673706055) | > loss_0: 2.320605993270874 (2.320605993270874) | > loss_gen: 2.7175240516662598 (2.7175240516662598) | > loss_kl: 2.189844846725464 (2.189844846725464) | > loss_feat: 7.290073871612549 (7.290073871612549) | > loss_mel: 12.2030668258667 (12.2030668258667) | > loss_duration: 1.8229553699493408 (1.8229553699493408) | > loss_1: 26.223464965820312 (26.223464965820312)  --> STEP: 2 | > loss_disc: 2.2898001670837402 (2.305203080177307) | > loss_disc_real_0: 0.14860953390598297 (0.14841090142726898) | > loss_disc_real_1: 0.18052564561367035 (0.1798017919063568) | > loss_disc_real_2: 0.21039986610412598 (0.2132241129875183) | > loss_disc_real_3: 0.228986456990242 (0.22991032153367996) | > loss_disc_real_4: 0.2785048186779022 (0.27181176841259) | > loss_disc_real_5: 0.2300691157579422 (0.23963377624750137) | > loss_0: 2.2898001670837402 (2.305203080177307) | > loss_gen: 2.7394304275512695 (2.7284772396087646) | > loss_kl: 2.026902914047241 (2.1083738803863525) | > loss_feat: 7.908074378967285 (7.599074125289917) | > loss_mel: 13.281295776367188 (12.742181301116943) | > loss_duration: 1.8599915504455566 (1.8414734601974487) | > loss_1: 27.81569480895996 (27.019579887390137)  --> STEP: 3 | > loss_disc: 2.272646903991699 (2.294351021448771) | > loss_disc_real_0: 0.15881969034671783 (0.15188049773375192) | > loss_disc_real_1: 0.17550037801265717 (0.1783679872751236) | > loss_disc_real_2: 0.22101007401943207 (0.21581943333148956) | > loss_disc_real_3: 0.1986461728811264 (0.21948893864949545) | > loss_disc_real_4: 0.2935970723628998 (0.2790735363960266) | > loss_disc_real_5: 0.2653172016143799 (0.24819491803646088) | > loss_0: 2.272646903991699 (2.294351021448771) | > loss_gen: 2.9095582962036133 (2.7888375918070474) | > loss_kl: 1.9585552215576172 (2.058434327443441) | > loss_feat: 8.625772476196289 (7.941306908925374) | > loss_mel: 13.845527648925781 (13.109963417053223) | > loss_duration: 1.822587490081787 (1.8351781368255615) | > loss_1: 29.16200065612793 (27.733720143636067)  --> STEP: 4 | > loss_disc: 2.2327041625976562 (2.2789393067359924) | > loss_disc_real_0: 0.16202601790428162 (0.15441687777638435) | > loss_disc_real_1: 0.17336565256118774 (0.17711740359663963) | > loss_disc_real_2: 0.17929048836231232 (0.20668719708919525) | > loss_disc_real_3: 0.20162513852119446 (0.2150229886174202) | > loss_disc_real_4: 0.24705100059509277 (0.27106790244579315) | > loss_disc_real_5: 0.2766781151294708 (0.25531571730971336) | > loss_0: 2.2327041625976562 (2.2789393067359924) | > loss_gen: 2.7390923500061035 (2.7764012813568115) | > loss_kl: 1.9824281930923462 (2.039432793855667) | > loss_feat: 7.281804084777832 (7.776431202888489) | > loss_mel: 12.732911109924316 (13.015700340270996) | > loss_duration: 1.739976167678833 (1.8113776445388794) | > loss_1: 26.476211547851562 (27.41934299468994) --> EVAL PERFORMANCE | > avg_loader_time: 0.278950572013855 (-0.0109635591506958) | > avg_loss_disc: 2.2789393067359924 (-0.03942298889160156) | > avg_loss_disc_real_0: 0.15441687777638435 (+0.03318957798182964) | > avg_loss_disc_real_1: 0.17711740359663963 (-0.004568926990032196) | > avg_loss_disc_real_2: 0.20668719708919525 (-0.010799434036016464) | > avg_loss_disc_real_3: 0.2150229886174202 (-0.056745175272226334) | > avg_loss_disc_real_4: 0.27106790244579315 (+0.013463739305734634) | > avg_loss_disc_real_5: 0.25531571730971336 (-0.03797069564461708) | > avg_loss_0: 2.2789393067359924 (-0.03942298889160156) | > avg_loss_gen: 2.7764012813568115 (-0.04415428638458252) | > avg_loss_kl: 2.039432793855667 (-0.09224298596382141) | > avg_loss_feat: 7.776431202888489 (+0.006951689720153809) | > avg_loss_mel: 13.015700340270996 (-0.11449432373046875) | > avg_loss_duration: 1.8113776445388794 (-0.017270445823669434) | > avg_loss_1: 27.41934299468994 (-0.26120996475219727)  > EPOCH: 396/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 11:21:31)   --> TIME: 2025-05-11 11:22:05 -- STEP: 37/725 -- GLOBAL_STEP: 333000 | > loss_disc: 2.309889316558838 (2.2112158182505013) | > loss_disc_real_0: 0.15942159295082092 (0.13605301021724134) | > loss_disc_real_1: 0.20979289710521698 (0.19192045524313645) | > loss_disc_real_2: 0.20491160452365875 (0.18945052172686602) | > loss_disc_real_3: 0.19584669172763824 (0.20744106455429176) | > loss_disc_real_4: 0.17249815165996552 (0.19612010548243652) | > loss_disc_real_5: 0.2028895616531372 (0.21004383708979632) | > loss_0: 2.309889316558838 (2.2112158182505013) | > grad_norm_0: tensor(27.2612, device='cuda:0') (tensor(18.1932, device='cuda:0')) | > loss_gen: 2.5901293754577637 (2.7368374128599426) | > loss_kl: 1.6637462377548218 (1.719250785337912) | > loss_feat: 7.301756858825684 (8.100498367000274) | > loss_mel: 11.895967483520508 (12.841613047831768) | > loss_duration: 1.6645140647888184 (1.6644706242793315) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.116113662719727 (27.062670578827728) | > grad_norm_1: tensor(436.2279, device='cuda:0') (tensor(352.6744, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8567 (0.8483348086073592) | > loader_time: 0.0096 (0.009669213681607633) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_333000.pth  --> TIME: 2025-05-11 11:22:51 -- STEP: 87/725 -- GLOBAL_STEP: 333050 | > loss_disc: 2.137464761734009 (2.1936470640116714) | > loss_disc_real_0: 0.10191378742456436 (0.13374579338164166) | > loss_disc_real_1: 0.21251246333122253 (0.18964707800026598) | > loss_disc_real_2: 0.22985565662384033 (0.18974236424626975) | > loss_disc_real_3: 0.19588834047317505 (0.20486456960782237) | > loss_disc_real_4: 0.2008928805589676 (0.19445490700074997) | > loss_disc_real_5: 0.21836736798286438 (0.20745072659404798) | > loss_0: 2.137464761734009 (2.1936470640116714) | > grad_norm_0: tensor(13.3121, device='cuda:0') (tensor(18.2833, device='cuda:0')) | > loss_gen: 2.8125274181365967 (2.7661607101045806) | > loss_kl: 1.7542515993118286 (1.7190431575665528) | > loss_feat: 8.671984672546387 (8.278378925104251) | > loss_mel: 13.672185897827148 (12.986286623724572) | > loss_duration: 1.6381449699401855 (1.6685350174191353) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.549095153808594 (27.418404633971466) | > grad_norm_1: tensor(257.5905, device='cuda:0') (tensor(358.0530, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.837 (0.8523337923247238) | > loader_time: 0.0093 (0.009847364206423704)  --> TIME: 2025-05-11 11:23:34 -- STEP: 137/725 -- GLOBAL_STEP: 333100 | > loss_disc: 2.1686959266662598 (2.1894566421091115) | > loss_disc_real_0: 0.09361422806978226 (0.13289653819842925) | > loss_disc_real_1: 0.1699758917093277 (0.18961193439734242) | > loss_disc_real_2: 0.18965761363506317 (0.1886502295514963) | > loss_disc_real_3: 0.2202078402042389 (0.20400522725425496) | > loss_disc_real_4: 0.21029099822044373 (0.1941338828662886) | > loss_disc_real_5: 0.21709474921226501 (0.2073549961086607) | > loss_0: 2.1686959266662598 (2.1894566421091115) | > grad_norm_0: tensor(16.0432, device='cuda:0') (tensor(19.0393, device='cuda:0')) | > loss_gen: 2.779813289642334 (2.7729635917357283) | > loss_kl: 1.8852001428604126 (1.7165587853341207) | > loss_feat: 8.346970558166504 (8.298715431324755) | > loss_mel: 11.782228469848633 (12.993767780109042) | > loss_duration: 1.6573834419250488 (1.6687906171283582) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.451597213745117 (27.450796391842136) | > grad_norm_1: tensor(419.3357, device='cuda:0') (tensor(372.4275, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8163 (0.8510875997752169) | > loader_time: 0.0097 (0.009919458932250083)  --> TIME: 2025-05-11 11:24:18 -- STEP: 187/725 -- GLOBAL_STEP: 333150 | > loss_disc: 2.231433391571045 (2.187922501946515) | > loss_disc_real_0: 0.1254834085702896 (0.13310680279438505) | > loss_disc_real_1: 0.17896351218223572 (0.18949177550440804) | > loss_disc_real_2: 0.19178617000579834 (0.18847163061407166) | > loss_disc_real_3: 0.16829001903533936 (0.20415586033925656) | > loss_disc_real_4: 0.2092846781015396 (0.19400354375176249) | > loss_disc_real_5: 0.21184134483337402 (0.20676482504701868) | > loss_0: 2.231433391571045 (2.187922501946515) | > grad_norm_0: tensor(21.4974, device='cuda:0') (tensor(19.9911, device='cuda:0')) | > loss_gen: 2.662821054458618 (2.785181646041054) | > loss_kl: 1.8832645416259766 (1.7152720447530083) | > loss_feat: 8.129135131835938 (8.3698709712309) | > loss_mel: 12.342495918273926 (13.0698890023053) | > loss_duration: 1.6916074752807617 (1.6702403990342656) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.70932388305664 (27.610454181936337) | > grad_norm_1: tensor(467.1892, device='cuda:0') (tensor(379.6174, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.85 (0.8503055878501525) | > loader_time: 0.0098 (0.009916125771833612)  --> TIME: 2025-05-11 11:25:01 -- STEP: 237/725 -- GLOBAL_STEP: 333200 | > loss_disc: 2.112755060195923 (2.1920242098313336) | > loss_disc_real_0: 0.12485157698392868 (0.13380851863808757) | > loss_disc_real_1: 0.18517999351024628 (0.18944788136311222) | > loss_disc_real_2: 0.15041707456111908 (0.18832368664600682) | > loss_disc_real_3: 0.18583887815475464 (0.20450469933230167) | > loss_disc_real_4: 0.2000408172607422 (0.19472854141193097) | > loss_disc_real_5: 0.22328712046146393 (0.2069378338659866) | > loss_0: 2.112755060195923 (2.1920242098313336) | > grad_norm_0: tensor(21.5469, device='cuda:0') (tensor(20.2685, device='cuda:0')) | > loss_gen: 2.99094557762146 (2.7810091861692663) | > loss_kl: 1.8479411602020264 (1.7174020905031937) | > loss_feat: 9.344154357910156 (8.34544652021384) | > loss_mel: 14.195446014404297 (13.062035081758781) | > loss_duration: 1.6424808502197266 (1.669868613094217) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.02096939086914 (27.575761617990487) | > grad_norm_1: tensor(150.0465, device='cuda:0') (tensor(374.0119, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8137 (0.850726041109753) | > loader_time: 0.0091 (0.009934341857201944)  --> TIME: 2025-05-11 11:25:44 -- STEP: 287/725 -- GLOBAL_STEP: 333250 | > loss_disc: 2.341773748397827 (2.194835117885043) | > loss_disc_real_0: 0.202693372964859 (0.1346331746528372) | > loss_disc_real_1: 0.20247110724449158 (0.18945091552642992) | > loss_disc_real_2: 0.21203495562076569 (0.18863852109227866) | > loss_disc_real_3: 0.20787779986858368 (0.2044174458818569) | > loss_disc_real_4: 0.21764245629310608 (0.1950350225698657) | > loss_disc_real_5: 0.2357494980096817 (0.20716472780039918) | > loss_0: 2.341773748397827 (2.194835117885043) | > grad_norm_0: tensor(35.6698, device='cuda:0') (tensor(20.5852, device='cuda:0')) | > loss_gen: 2.659557342529297 (2.775428871659867) | > loss_kl: 1.775275707244873 (1.7148171206384586) | > loss_feat: 7.436009883880615 (8.302111404698074) | > loss_mel: 12.153553009033203 (13.009537577213726) | > loss_duration: 1.6624834537506104 (1.6698352601054653) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.686878204345703 (27.471730282082376) | > grad_norm_1: tensor(456.9311, device='cuda:0') (tensor(375.5475, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8198 (0.8485885605164107) | > loader_time: 0.0093 (0.00991123229369054)  --> TIME: 2025-05-11 11:26:27 -- STEP: 337/725 -- GLOBAL_STEP: 333300 | > loss_disc: 2.0340232849121094 (2.1948085623608136) | > loss_disc_real_0: 0.08749598264694214 (0.1346021998308886) | > loss_disc_real_1: 0.1645393669605255 (0.1894412340060186) | > loss_disc_real_2: 0.17855070531368256 (0.1887225289815258) | > loss_disc_real_3: 0.1829112321138382 (0.20441615731850585) | > loss_disc_real_4: 0.1885867863893509 (0.1949680259213603) | > loss_disc_real_5: 0.20793254673480988 (0.20715275968394575) | > loss_0: 2.0340232849121094 (2.1948085623608136) | > grad_norm_0: tensor(25.0391, device='cuda:0') (tensor(20.9379, device='cuda:0')) | > loss_gen: 2.990720272064209 (2.775032897377579) | > loss_kl: 1.7276536226272583 (1.7136135504578272) | > loss_feat: 9.298154830932617 (8.311583981669626) | > loss_mel: 14.118189811706543 (13.017136203075374) | > loss_duration: 1.6464171409606934 (1.6691953428421247) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.78113555908203 (27.486562004428944) | > grad_norm_1: tensor(543.8110, device='cuda:0') (tensor(378.5779, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8743 (0.8489975073217284) | > loader_time: 0.0097 (0.00997126350063245)  --> TIME: 2025-05-11 11:27:10 -- STEP: 387/725 -- GLOBAL_STEP: 333350 | > loss_disc: 2.2435078620910645 (2.19618843507397) | > loss_disc_real_0: 0.11113335937261581 (0.13507421462957872) | > loss_disc_real_1: 0.19599159061908722 (0.18953894656295925) | > loss_disc_real_2: 0.2116234302520752 (0.1884407312525028) | > loss_disc_real_3: 0.20349955558776855 (0.204395166470715) | > loss_disc_real_4: 0.1643189638853073 (0.19475266476010167) | > loss_disc_real_5: 0.22354651987552643 (0.20759049801093354) | > loss_0: 2.2435078620910645 (2.19618843507397) | > grad_norm_0: tensor(15.1521, device='cuda:0') (tensor(20.7610, device='cuda:0')) | > loss_gen: 2.712186098098755 (2.7726701796824913) | > loss_kl: 1.7056891918182373 (1.7176528281943744) | > loss_feat: 8.52564811706543 (8.295757657181696) | > loss_mel: 13.46044635772705 (13.011936002923537) | > loss_duration: 1.7450491189956665 (1.6692912187379152) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.149019241333008 (27.467307940934056) | > grad_norm_1: tensor(121.4552, device='cuda:0') (tensor(374.9840, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8735 (0.8486004085195773) | > loader_time: 0.0098 (0.00993555152755067)  --> TIME: 2025-05-11 11:27:53 -- STEP: 437/725 -- GLOBAL_STEP: 333400 | > loss_disc: 2.2325737476348877 (2.1956984882223787) | > loss_disc_real_0: 0.1372731775045395 (0.13533042702031084) | > loss_disc_real_1: 0.1497318595647812 (0.18942155997594926) | > loss_disc_real_2: 0.21806925535202026 (0.18835099907570635) | > loss_disc_real_3: 0.2495938390493393 (0.2045214528077255) | > loss_disc_real_4: 0.198417529463768 (0.19475891275727777) | > loss_disc_real_5: 0.23679913580417633 (0.20734312479092273) | > loss_0: 2.2325737476348877 (2.1956984882223787) | > grad_norm_0: tensor(20.0154, device='cuda:0') (tensor(20.8263, device='cuda:0')) | > loss_gen: 2.612802505493164 (2.773068272549172) | > loss_kl: 1.8873907327651978 (1.720312287660158) | > loss_feat: 7.653130054473877 (8.297931281598261) | > loss_mel: 12.588607788085938 (12.99645661762159) | > loss_duration: 1.6326587200164795 (1.668720327471159) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.374588012695312 (27.456488851551605) | > grad_norm_1: tensor(414.9844, device='cuda:0') (tensor(377.7922, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8984 (0.8482726045822387) | > loader_time: 0.0099 (0.009937780127099779)  --> TIME: 2025-05-11 11:28:36 -- STEP: 487/725 -- GLOBAL_STEP: 333450 | > loss_disc: 2.187009334564209 (2.197859575126695) | > loss_disc_real_0: 0.11742142587900162 (0.1353289904933446) | > loss_disc_real_1: 0.16031458973884583 (0.1896284334591037) | > loss_disc_real_2: 0.16237467527389526 (0.18855199343247586) | > loss_disc_real_3: 0.19756406545639038 (0.20443116936228364) | > loss_disc_real_4: 0.1945994347333908 (0.19494798091035603) | > loss_disc_real_5: 0.16715872287750244 (0.2074016428703645) | > loss_0: 2.187009334564209 (2.197859575126695) | > grad_norm_0: tensor(10.1379, device='cuda:0') (tensor(20.5987, device='cuda:0')) | > loss_gen: 2.7603094577789307 (2.768321688415088) | > loss_kl: 1.9875836372375488 (1.7177742656006705) | > loss_feat: 8.875739097595215 (8.275464628756161) | > loss_mel: 13.416475296020508 (13.007474726964805) | > loss_duration: 1.6460239887237549 (1.6690016341160454) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.686132431030273 (27.43803699892894) | > grad_norm_1: tensor(122.5723, device='cuda:0') (tensor(371.7941, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8138 (0.8482926748616495) | > loader_time: 0.0093 (0.009915763592573163)  --> TIME: 2025-05-11 11:29:19 -- STEP: 537/725 -- GLOBAL_STEP: 333500 | > loss_disc: 2.2144877910614014 (2.1965333385396493) | > loss_disc_real_0: 0.10272536426782608 (0.1350426624218623) | > loss_disc_real_1: 0.18923388421535492 (0.1896612252936017) | > loss_disc_real_2: 0.20094573497772217 (0.18835433590567538) | > loss_disc_real_3: 0.23895440995693207 (0.20443288349239525) | > loss_disc_real_4: 0.17535103857517242 (0.1949617554966076) | > loss_disc_real_5: 0.19567371904850006 (0.20727205989636077) | > loss_0: 2.2144877910614014 (2.1965333385396493) | > grad_norm_0: tensor(9.8714, device='cuda:0') (tensor(20.4085, device='cuda:0')) | > loss_gen: 2.747239351272583 (2.770644845465263) | > loss_kl: 1.7218984365463257 (1.7175117324850415) | > loss_feat: 8.397862434387207 (8.293123540931568) | > loss_mel: 13.698280334472656 (13.033630768902029) | > loss_duration: 1.6965718269348145 (1.6693646090878678) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.261852264404297 (27.48427554792976) | > grad_norm_1: tensor(348.5024, device='cuda:0') (tensor(370.4934, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8378 (0.8487803509781482) | > loader_time: 0.009 (0.00987703973354574)  --> TIME: 2025-05-11 11:30:02 -- STEP: 587/725 -- GLOBAL_STEP: 333550 | > loss_disc: 2.2746169567108154 (2.1973211527683074) | > loss_disc_real_0: 0.1571936458349228 (0.13525267036749117) | > loss_disc_real_1: 0.19389380514621735 (0.18972950173602193) | > loss_disc_real_2: 0.19905129075050354 (0.18833048047666054) | > loss_disc_real_3: 0.217200368642807 (0.20433581873038364) | > loss_disc_real_4: 0.21069633960723877 (0.19498894375065115) | > loss_disc_real_5: 0.21331101655960083 (0.2072789772608821) | > loss_0: 2.2746169567108154 (2.1973211527683074) | > grad_norm_0: tensor(12.2041, device='cuda:0') (tensor(20.4173, device='cuda:0')) | > loss_gen: 2.6404972076416016 (2.7695361840867085) | > loss_kl: 1.7621581554412842 (1.7213145870163258) | > loss_feat: 6.921483516693115 (8.289748983042) | > loss_mel: 11.285449028015137 (13.016541352670076) | > loss_duration: 1.6394561529159546 (1.668695458764722) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.249042510986328 (27.46583660457163) | > grad_norm_1: tensor(197.3434, device='cuda:0') (tensor(371.6006, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8436 (0.8485180547736978) | > loader_time: 0.0094 (0.009854575844395912)  --> TIME: 2025-05-11 11:30:45 -- STEP: 637/725 -- GLOBAL_STEP: 333600 | > loss_disc: 2.186624050140381 (2.196880938494041) | > loss_disc_real_0: 0.12148252129554749 (0.13533256831030632) | > loss_disc_real_1: 0.1763414442539215 (0.18974599228174757) | > loss_disc_real_2: 0.1771349459886551 (0.18824584623053092) | > loss_disc_real_3: 0.16896548867225647 (0.20434331704439884) | > loss_disc_real_4: 0.17646685242652893 (0.19490436234129832) | > loss_disc_real_5: 0.18631434440612793 (0.20720892716520808) | > loss_0: 2.186624050140381 (2.196880938494041) | > grad_norm_0: tensor(29.0559, device='cuda:0') (tensor(20.5892, device='cuda:0')) | > loss_gen: 2.642252206802368 (2.771723314207426) | > loss_kl: 1.7620991468429565 (1.7218239253132466) | > loss_feat: 8.400641441345215 (8.300774913380625) | > loss_mel: 12.339600563049316 (13.02733411594313) | > loss_duration: 1.6427192687988281 (1.6686276343404038) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.78731346130371 (27.490283963070187) | > grad_norm_1: tensor(535.4828, device='cuda:0') (tensor(374.0324, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8444 (0.8482666606992906) | > loader_time: 0.0093 (0.009847133462807071)  --> TIME: 2025-05-11 11:31:28 -- STEP: 687/725 -- GLOBAL_STEP: 333650 | > loss_disc: 2.143948554992676 (2.1973707209160955) | > loss_disc_real_0: 0.13651089370250702 (0.13554782020212774) | > loss_disc_real_1: 0.175278902053833 (0.18977098678831109) | > loss_disc_real_2: 0.2183443307876587 (0.18831860290344113) | > loss_disc_real_3: 0.19885435700416565 (0.20427866861376007) | > loss_disc_real_4: 0.1817382127046585 (0.19494521400987477) | > loss_disc_real_5: 0.18984141945838928 (0.20719491416016347) | > loss_0: 2.143948554992676 (2.1973707209160955) | > grad_norm_0: tensor(11.5202, device='cuda:0') (tensor(20.6695, device='cuda:0')) | > loss_gen: 2.711214303970337 (2.7715345195981262) | > loss_kl: 1.7314374446868896 (1.7236895613274728) | > loss_feat: 8.682453155517578 (8.307467248936058) | > loss_mel: 13.345199584960938 (13.030414039911662) | > loss_duration: 1.6699262857437134 (1.6685686704893827) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.140230178833008 (27.501674099607065) | > grad_norm_1: tensor(199.5645, device='cuda:0') (tensor(373.4349, device='cuda:0')) | > current_lr_0: 0.00019034044271155703 | > current_lr_1: 0.00019034044271155703 | > step_time: 0.8696 (0.8475732848460326) | > loader_time: 0.0101 (0.009844114686724402)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3808441162109375 (2.3808441162109375) | > loss_disc_real_0: 0.2051016241312027 (0.2051016241312027) | > loss_disc_real_1: 0.23033756017684937 (0.23033756017684937) | > loss_disc_real_2: 0.23644383251667023 (0.23644383251667023) | > loss_disc_real_3: 0.1997123807668686 (0.1997123807668686) | > loss_disc_real_4: 0.28505730628967285 (0.28505730628967285) | > loss_disc_real_5: 0.24781940877437592 (0.24781940877437592) | > loss_0: 2.3808441162109375 (2.3808441162109375) | > loss_gen: 2.819929599761963 (2.819929599761963) | > loss_kl: 1.9942857027053833 (1.9942857027053833) | > loss_feat: 7.879001617431641 (7.879001617431641) | > loss_mel: 12.79709243774414 (12.79709243774414) | > loss_duration: 1.7180649042129517 (1.7180649042129517) | > loss_1: 27.2083740234375 (27.2083740234375)  --> STEP: 1 | > loss_disc: 2.336796283721924 (2.336796283721924) | > loss_disc_real_0: 0.19072210788726807 (0.19072210788726807) | > loss_disc_real_1: 0.24308660626411438 (0.24308660626411438) | > loss_disc_real_2: 0.22510717809200287 (0.22510717809200287) | > loss_disc_real_3: 0.1982979029417038 (0.1982979029417038) | > loss_disc_real_4: 0.31561073660850525 (0.31561073660850525) | > loss_disc_real_5: 0.227888286113739 (0.227888286113739) | > loss_0: 2.336796283721924 (2.336796283721924) | > loss_gen: 2.9128081798553467 (2.9128081798553467) | > loss_kl: 1.879270076751709 (1.879270076751709) | > loss_feat: 7.17851448059082 (7.17851448059082) | > loss_mel: 13.138397216796875 (13.138397216796875) | > loss_duration: 1.828669786453247 (1.828669786453247) | > loss_1: 26.937660217285156 (26.937660217285156)  --> STEP: 2 | > loss_disc: 2.2661707401275635 (2.3014835119247437) | > loss_disc_real_0: 0.17941124737262726 (0.18506667762994766) | > loss_disc_real_1: 0.23134152591228485 (0.23721406608819962) | > loss_disc_real_2: 0.2093314528465271 (0.21721931546926498) | > loss_disc_real_3: 0.20855684578418732 (0.20342737436294556) | > loss_disc_real_4: 0.2795896828174591 (0.2976002097129822) | > loss_disc_real_5: 0.20603321492671967 (0.21696075052022934) | > loss_0: 2.2661707401275635 (2.3014835119247437) | > loss_gen: 2.9781925678253174 (2.945500373840332) | > loss_kl: 1.9383758306503296 (1.9088229537010193) | > loss_feat: 8.31367015838623 (7.746092319488525) | > loss_mel: 14.674991607666016 (13.906694412231445) | > loss_duration: 1.862966537475586 (1.8458181619644165) | > loss_1: 29.76819610595703 (28.352928161621094)  --> STEP: 3 | > loss_disc: 2.265460968017578 (2.289475997289022) | > loss_disc_real_0: 0.1709926873445511 (0.18037534753481546) | > loss_disc_real_1: 0.23809486627578735 (0.23750766615072885) | > loss_disc_real_2: 0.2061692178249359 (0.21353594958782196) | > loss_disc_real_3: 0.1739041656255722 (0.1935863047838211) | > loss_disc_real_4: 0.3001559376716614 (0.29845211903254193) | > loss_disc_real_5: 0.21618859469890594 (0.21670336524645487) | > loss_0: 2.265460968017578 (2.289475997289022) | > loss_gen: 2.992260456085205 (2.9610870679219565) | > loss_kl: 2.012592077255249 (1.9434126615524292) | > loss_feat: 9.45849895477295 (8.31689453125) | > loss_mel: 14.751449584960938 (14.188279469807943) | > loss_duration: 1.8307058811187744 (1.8407807350158691) | > loss_1: 31.045507431030273 (29.250454584757488)  --> STEP: 4 | > loss_disc: 2.246932029724121 (2.2788400053977966) | > loss_disc_real_0: 0.18951530754566193 (0.18266033753752708) | > loss_disc_real_1: 0.23989711701869965 (0.23810502886772156) | > loss_disc_real_2: 0.2055232673883438 (0.21153277903795242) | > loss_disc_real_3: 0.19160151481628418 (0.19309010729193687) | > loss_disc_real_4: 0.27108126878738403 (0.29160940647125244) | > loss_disc_real_5: 0.2432301938533783 (0.22333507239818573) | > loss_0: 2.246932029724121 (2.2788400053977966) | > loss_gen: 3.0909242630004883 (2.9935463666915894) | > loss_kl: 2.097088098526001 (1.9818315207958221) | > loss_feat: 9.205806732177734 (8.539122581481934) | > loss_mel: 15.035555839538574 (14.4000985622406) | > loss_duration: 1.7816029787063599 (1.8259862959384918) | > loss_1: 31.21097755432129 (29.740585327148438) --> EVAL PERFORMANCE | > avg_loader_time: 0.2845810651779175 (+0.0056304931640625) | > avg_loss_disc: 2.2788400053977966 (-9.930133819580078e-05) | > avg_loss_disc_real_0: 0.18266033753752708 (+0.02824345976114273) | > avg_loss_disc_real_1: 0.23810502886772156 (+0.060987625271081924) | > avg_loss_disc_real_2: 0.21153277903795242 (+0.004845581948757172) | > avg_loss_disc_real_3: 0.19309010729193687 (-0.021932881325483322) | > avg_loss_disc_real_4: 0.29160940647125244 (+0.02054150402545929) | > avg_loss_disc_real_5: 0.22333507239818573 (-0.031980644911527634) | > avg_loss_0: 2.2788400053977966 (-9.930133819580078e-05) | > avg_loss_gen: 2.9935463666915894 (+0.21714508533477783) | > avg_loss_kl: 1.9818315207958221 (-0.05760127305984497) | > avg_loss_feat: 8.539122581481934 (+0.7626913785934448) | > avg_loss_mel: 14.4000985622406 (+1.3843982219696045) | > avg_loss_duration: 1.8259862959384918 (+0.014608651399612427) | > avg_loss_1: 29.740585327148438 (+2.321242332458496)  > EPOCH: 397/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 11:32:07)   --> TIME: 2025-05-11 11:32:19 -- STEP: 12/725 -- GLOBAL_STEP: 333700 | > loss_disc: 2.141786575317383 (2.2585291862487793) | > loss_disc_real_0: 0.1657182276248932 (0.14415975908438364) | > loss_disc_real_1: 0.19787226617336273 (0.19887741406758627) | > loss_disc_real_2: 0.17770935595035553 (0.1911915304760138) | > loss_disc_real_3: 0.1850832849740982 (0.20263609662652016) | > loss_disc_real_4: 0.1934279054403305 (0.19626688584685326) | > loss_disc_real_5: 0.22448621690273285 (0.21308325479427973) | > loss_0: 2.141786575317383 (2.2585291862487793) | > grad_norm_0: tensor(52.0465, device='cuda:0') (tensor(23.6718, device='cuda:0')) | > loss_gen: 2.94230055809021 (2.7040789326032004) | > loss_kl: 1.7163350582122803 (1.7463847398757935) | > loss_feat: 9.295804977416992 (7.880257844924927) | > loss_mel: 14.614433288574219 (12.777146180470785) | > loss_duration: 1.6984504461288452 (1.6657329897085826) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.267324447631836 (26.773600260416668) | > grad_norm_1: tensor(562.0229, device='cuda:0') (tensor(385.2544, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.839 (0.8341287970542908) | > loader_time: 0.009 (0.010041654109954834)  --> TIME: 2025-05-11 11:33:03 -- STEP: 62/725 -- GLOBAL_STEP: 333750 | > loss_disc: 2.3034255504608154 (2.223643176017268) | > loss_disc_real_0: 0.15330588817596436 (0.1399607510576325) | > loss_disc_real_1: 0.1908937245607376 (0.1924782445834529) | > loss_disc_real_2: 0.19073884189128876 (0.18933852810052135) | > loss_disc_real_3: 0.2002430260181427 (0.20439054119971492) | > loss_disc_real_4: 0.21313150227069855 (0.195535117099362) | > loss_disc_real_5: 0.2277349829673767 (0.208219739217912) | > loss_0: 2.3034255504608154 (2.223643176017268) | > grad_norm_0: tensor(7.8124, device='cuda:0') (tensor(22.4455, device='cuda:0')) | > loss_gen: 2.526355266571045 (2.7444843976728373) | > loss_kl: 1.6717250347137451 (1.7387324552382193) | > loss_feat: 6.910068035125732 (8.108479499816896) | > loss_mel: 12.022807121276855 (12.7633879569269) | > loss_duration: 1.7141815423965454 (1.6645267836509212) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.845136642456055 (27.0196110510057) | > grad_norm_1: tensor(234.2588, device='cuda:0') (tensor(402.9627, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8551 (0.8575696752917382) | > loader_time: 0.0096 (0.010134612360308248)  --> TIME: 2025-05-11 11:33:46 -- STEP: 112/725 -- GLOBAL_STEP: 333800 | > loss_disc: 2.4051146507263184 (2.2069230516042015) | > loss_disc_real_0: 0.18972380459308624 (0.13746603245713887) | > loss_disc_real_1: 0.21335731446743011 (0.19119103000100163) | > loss_disc_real_2: 0.2028828263282776 (0.18738925510219168) | > loss_disc_real_3: 0.1874009668827057 (0.2040548524154084) | > loss_disc_real_4: 0.2009899914264679 (0.19529288302042655) | > loss_disc_real_5: 0.24426989257335663 (0.20788651731397426) | > loss_0: 2.4051146507263184 (2.2069230516042015) | > grad_norm_0: tensor(19.8731, device='cuda:0') (tensor(21.2997, device='cuda:0')) | > loss_gen: 2.507375478744507 (2.7610599036727623) | > loss_kl: 1.6295734643936157 (1.7259526667850358) | > loss_feat: 6.831635475158691 (8.205432606594904) | > loss_mel: 10.623719215393066 (12.901663311890193) | > loss_duration: 1.6847118139266968 (1.6666712228740965) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.277015686035156 (27.260779738426212) | > grad_norm_1: tensor(370.5027, device='cuda:0') (tensor(387.0621, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8374 (0.8543759158679417) | > loader_time: 0.0098 (0.010074628250939506)  --> TIME: 2025-05-11 11:34:29 -- STEP: 162/725 -- GLOBAL_STEP: 333850 | > loss_disc: 2.118157148361206 (2.2061694956120137) | > loss_disc_real_0: 0.12741488218307495 (0.13627520355361486) | > loss_disc_real_1: 0.1889445036649704 (0.19107291378356786) | > loss_disc_real_2: 0.17189162969589233 (0.1882914378319257) | > loss_disc_real_3: 0.1752200871706009 (0.20408364523340156) | > loss_disc_real_4: 0.17583513259887695 (0.1962801782805242) | > loss_disc_real_5: 0.20360995829105377 (0.206672929779247) | > loss_0: 2.118157148361206 (2.2061694956120137) | > grad_norm_0: tensor(22.4208, device='cuda:0') (tensor(21.7655, device='cuda:0')) | > loss_gen: 3.106811761856079 (2.773094019772094) | > loss_kl: 1.7079955339431763 (1.715526345335407) | > loss_feat: 9.682211875915527 (8.264009463934254) | > loss_mel: 14.813349723815918 (12.96019450529122) | > loss_duration: 1.6206014156341553 (1.6673673413417958) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.93096923828125 (27.380191626372167) | > grad_norm_1: tensor(321.3607, device='cuda:0') (tensor(387.5376, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8357 (0.8522060152925091) | > loader_time: 0.0107 (0.01013992745199321)  --> TIME: 2025-05-11 11:35:13 -- STEP: 212/725 -- GLOBAL_STEP: 333900 | > loss_disc: 2.1921095848083496 (2.208228562800389) | > loss_disc_real_0: 0.10767821967601776 (0.1364385493732286) | > loss_disc_real_1: 0.18188375234603882 (0.19152767471266235) | > loss_disc_real_2: 0.1814868301153183 (0.18917281300110633) | > loss_disc_real_3: 0.20288309454917908 (0.20462590378691564) | > loss_disc_real_4: 0.18000727891921997 (0.1962529467243068) | > loss_disc_real_5: 0.22635750472545624 (0.20720846065372792) | > loss_0: 2.1921095848083496 (2.208228562800389) | > grad_norm_0: tensor(24.1296, device='cuda:0') (tensor(21.7345, device='cuda:0')) | > loss_gen: 2.6685595512390137 (2.7689310323517278) | > loss_kl: 1.7271184921264648 (1.7124312593127198) | > loss_feat: 8.233635902404785 (8.247568555597988) | > loss_mel: 12.258824348449707 (12.935005327440658) | > loss_duration: 1.6690400838851929 (1.6673924754250724) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.557178497314453 (27.331328616952) | > grad_norm_1: tensor(454.4399, device='cuda:0') (tensor(387.5741, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8437 (0.8513812209075352) | > loader_time: 0.0095 (0.010115918123497157)  --> TIME: 2025-05-11 11:35:56 -- STEP: 262/725 -- GLOBAL_STEP: 333950 | > loss_disc: 2.178481101989746 (2.205703911435513) | > loss_disc_real_0: 0.09020224958658218 (0.1368196532698988) | > loss_disc_real_1: 0.20189085602760315 (0.19133114433698067) | > loss_disc_real_2: 0.18001346290111542 (0.18893650947636317) | > loss_disc_real_3: 0.21188148856163025 (0.2046514379272934) | > loss_disc_real_4: 0.20157203078269958 (0.1957227604762288) | > loss_disc_real_5: 0.2459976226091385 (0.20714569853917333) | > loss_0: 2.178481101989746 (2.205703911435513) | > grad_norm_0: tensor(20.5468, device='cuda:0') (tensor(22.5510, device='cuda:0')) | > loss_gen: 2.806100845336914 (2.774367381598203) | > loss_kl: 1.8506242036819458 (1.7105940148120617) | > loss_feat: 8.34691047668457 (8.256990370859624) | > loss_mel: 13.384235382080078 (12.94519060440646) | > loss_duration: 1.6653053760528564 (1.668368877345369) | > amp_scaler: 512.0 (275.5419847328244) | > loss_1: 28.053176879882812 (27.355511206706975) | > grad_norm_1: tensor(505.8174, device='cuda:0') (tensor(395.1671, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8836 (0.8501990869755053) | > loader_time: 0.0098 (0.010047675089071728)  --> TIME: 2025-05-11 11:36:39 -- STEP: 312/725 -- GLOBAL_STEP: 334000 | > loss_disc: 2.1437008380889893 (2.202116752664248) | > loss_disc_real_0: 0.09736207127571106 (0.1360581580024117) | > loss_disc_real_1: 0.17889590561389923 (0.19118388140430814) | > loss_disc_real_2: 0.1660342812538147 (0.1887434215690844) | > loss_disc_real_3: 0.22625944018363953 (0.2047142863560182) | > loss_disc_real_4: 0.1523202508687973 (0.19535744834977842) | > loss_disc_real_5: 0.18834847211837769 (0.20661508320615843) | > loss_0: 2.1437008380889893 (2.202116752664248) | > grad_norm_0: tensor(16.3479, device='cuda:0') (tensor(22.2770, device='cuda:0')) | > loss_gen: 2.806516647338867 (2.774998013789837) | > loss_kl: 1.4677841663360596 (1.7028912401352174) | > loss_feat: 9.173888206481934 (8.26261238409922) | > loss_mel: 14.217328071594238 (12.939617719405737) | > loss_duration: 1.6721699237823486 (1.6677952175721147) | > amp_scaler: 512.0 (313.43589743589746) | > loss_1: 29.337688446044922 (27.34791457347382) | > grad_norm_1: tensor(73.6168, device='cuda:0') (tensor(395.8033, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8459 (0.8496699547156309) | > loader_time: 0.0095 (0.010024118117797073) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_334000.pth  --> TIME: 2025-05-11 11:37:25 -- STEP: 362/725 -- GLOBAL_STEP: 334050 | > loss_disc: 2.21366548538208 (2.2017707544795715) | > loss_disc_real_0: 0.11366382986307144 (0.13613398099390184) | > loss_disc_real_1: 0.19458265602588654 (0.1910704587128281) | > loss_disc_real_2: 0.18622131645679474 (0.18884113974334124) | > loss_disc_real_3: 0.17962773144245148 (0.20453440974265838) | > loss_disc_real_4: 0.18856574594974518 (0.19537346810102463) | > loss_disc_real_5: 0.21528486907482147 (0.20656713538736268) | > loss_0: 2.21366548538208 (2.2017707544795715) | > grad_norm_0: tensor(7.7149, device='cuda:0') (tensor(22.0281, device='cuda:0')) | > loss_gen: 2.73354172706604 (2.7731060118965014) | > loss_kl: 1.716126561164856 (1.7023845947249818) | > loss_feat: 8.448897361755371 (8.258310462888431) | > loss_mel: 12.331939697265625 (12.93643135787374) | > loss_duration: 1.6194219589233398 (1.6668052782011298) | > amp_scaler: 256.0 (311.16022099447486) | > loss_1: 26.849925994873047 (27.337037687143578) | > grad_norm_1: tensor(195.1371, device='cuda:0') (tensor(394.5603, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8274 (0.849562022567454) | > loader_time: 0.0102 (0.010006762999856016)  --> TIME: 2025-05-11 11:38:08 -- STEP: 412/725 -- GLOBAL_STEP: 334100 | > loss_disc: 2.1925089359283447 (2.1978726413064775) | > loss_disc_real_0: 0.12959350645542145 (0.1355492989849118) | > loss_disc_real_1: 0.17877759039402008 (0.19081425532987975) | > loss_disc_real_2: 0.1948651671409607 (0.18850217325594815) | > loss_disc_real_3: 0.19054798781871796 (0.2043735542271323) | > loss_disc_real_4: 0.22976715862751007 (0.19515472408203247) | > loss_disc_real_5: 0.19753658771514893 (0.20637335418497474) | > loss_0: 2.1925089359283447 (2.1978726413064775) | > grad_norm_0: tensor(14.5895, device='cuda:0') (tensor(21.7677, device='cuda:0')) | > loss_gen: 2.925466775894165 (2.7767031702023095) | > loss_kl: 1.513623595237732 (1.702690817777393) | > loss_feat: 9.616267204284668 (8.284569048187102) | > loss_mel: 13.872384071350098 (12.963257504898369) | > loss_duration: 1.669703722000122 (1.6667894318844512) | > amp_scaler: 256.0 (304.46601941747554) | > loss_1: 29.597444534301758 (27.394009937360458) | > grad_norm_1: tensor(465.7456, device='cuda:0') (tensor(393.9859, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8405 (0.8488740168728874) | > loader_time: 0.0099 (0.010028938645298045)  --> TIME: 2025-05-11 11:38:50 -- STEP: 462/725 -- GLOBAL_STEP: 334150 | > loss_disc: 2.3220715522766113 (2.19854094533177) | > loss_disc_real_0: 0.1552678644657135 (0.1356193917718802) | > loss_disc_real_1: 0.2099863439798355 (0.1909749252778111) | > loss_disc_real_2: 0.22420166432857513 (0.1885965364900502) | > loss_disc_real_3: 0.22555646300315857 (0.20437529828254286) | > loss_disc_real_4: 0.20432314276695251 (0.1950547569693425) | > loss_disc_real_5: 0.21684588491916656 (0.20626600551140772) | > loss_0: 2.3220715522766113 (2.19854094533177) | > grad_norm_0: tensor(23.6155, device='cuda:0') (tensor(21.7896, device='cuda:0')) | > loss_gen: 2.77908992767334 (2.7773952411882794) | > loss_kl: 1.7761204242706299 (1.700457208600395) | > loss_feat: 7.960704803466797 (8.287908379649691) | > loss_mel: 12.04599666595459 (12.97032960255941) | > loss_duration: 1.696199655532837 (1.6669890390330064) | > amp_scaler: 256.0 (299.220779220779) | > loss_1: 26.25811195373535 (27.40307944161552) | > grad_norm_1: tensor(453.8912, device='cuda:0') (tensor(394.9934, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.7804 (0.8477024216672558) | > loader_time: 0.0102 (0.010019524788959722)  --> TIME: 2025-05-11 11:39:33 -- STEP: 512/725 -- GLOBAL_STEP: 334200 | > loss_disc: 2.2104058265686035 (2.19968631886877) | > loss_disc_real_0: 0.15902657806873322 (0.1355653707578314) | > loss_disc_real_1: 0.18088611960411072 (0.19112829174264334) | > loss_disc_real_2: 0.169491708278656 (0.18897466076305133) | > loss_disc_real_3: 0.2155117243528366 (0.20464602758875122) | > loss_disc_real_4: 0.168605238199234 (0.1949348227644805) | > loss_disc_real_5: 0.22286565601825714 (0.20631360888364725) | > loss_0: 2.2104058265686035 (2.19968631886877) | > grad_norm_0: tensor(26.4368, device='cuda:0') (tensor(21.6971, device='cuda:0')) | > loss_gen: 2.6830413341522217 (2.777081078849732) | > loss_kl: 1.7381283044815063 (1.6982835801318288) | > loss_feat: 8.372309684753418 (8.28341356199234) | > loss_mel: 13.06202507019043 (12.988746561110021) | > loss_duration: 1.6378929615020752 (1.667734079062939) | > amp_scaler: 256.0 (294.9999999999998) | > loss_1: 27.493396759033203 (27.415258832275875) | > grad_norm_1: tensor(425.4520, device='cuda:0') (tensor(392.4507, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8475 (0.847123324405402) | > loader_time: 0.0096 (0.010002688039094213)  --> TIME: 2025-05-11 11:40:16 -- STEP: 562/725 -- GLOBAL_STEP: 334250 | > loss_disc: 2.3329625129699707 (2.200329450737962) | > loss_disc_real_0: 0.20437756180763245 (0.13593810306219034) | > loss_disc_real_1: 0.20463700592517853 (0.19127282654051259) | > loss_disc_real_2: 0.19188855588436127 (0.18889889486956002) | > loss_disc_real_3: 0.23671875894069672 (0.2045799359626194) | > loss_disc_real_4: 0.19489596784114838 (0.19500392590553317) | > loss_disc_real_5: 0.23494111001491547 (0.2062383598757384) | > loss_0: 2.3329625129699707 (2.200329450737962) | > grad_norm_0: tensor(25.2301, device='cuda:0') (tensor(21.9457, device='cuda:0')) | > loss_gen: 2.6576075553894043 (2.7771984181794394) | > loss_kl: 1.6333916187286377 (1.6973566179597932) | > loss_feat: 6.819886207580566 (8.272168732198526) | > loss_mel: 11.352601051330566 (12.98300748702894) | > loss_duration: 1.6644004583358765 (1.6676227460976603) | > amp_scaler: 256.0 (291.5302491103201) | > loss_1: 24.127885818481445 (27.39735396985906) | > grad_norm_1: tensor(268.9670, device='cuda:0') (tensor(393.7436, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.9042 (0.8466085764012727) | > loader_time: 0.0095 (0.009995201304289792)  --> TIME: 2025-05-11 11:40:59 -- STEP: 612/725 -- GLOBAL_STEP: 334300 | > loss_disc: 2.12996768951416 (2.199479695433882) | > loss_disc_real_0: 0.11928150057792664 (0.13590825100739815) | > loss_disc_real_1: 0.19573135673999786 (0.19099886279577533) | > loss_disc_real_2: 0.18879401683807373 (0.18886598440654145) | > loss_disc_real_3: 0.18693172931671143 (0.204525616726065) | > loss_disc_real_4: 0.1952376812696457 (0.19516070603447802) | > loss_disc_real_5: 0.180402010679245 (0.20609846343499386) | > loss_0: 2.12996768951416 (2.199479695433882) | > grad_norm_0: tensor(31.0534, device='cuda:0') (tensor(21.8283, device='cuda:0')) | > loss_gen: 2.720350503921509 (2.7764562130753494) | > loss_kl: 1.6747335195541382 (1.6969079410328578) | > loss_feat: 7.682802677154541 (8.274036606931997) | > loss_mel: 13.121959686279297 (12.988838357863083) | > loss_duration: 1.5969085693359375 (1.6674181540417523) | > amp_scaler: 256.0 (288.627450980392) | > loss_1: 26.796754837036133 (27.403657261842223) | > grad_norm_1: tensor(451.1153, device='cuda:0') (tensor(392.7554, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.7995 (0.8468479288169763) | > loader_time: 0.0092 (0.010039295635971368)  --> TIME: 2025-05-11 11:41:42 -- STEP: 662/725 -- GLOBAL_STEP: 334350 | > loss_disc: 2.167160749435425 (2.1986811472570063) | > loss_disc_real_0: 0.14503009617328644 (0.13576391540760369) | > loss_disc_real_1: 0.20119893550872803 (0.1907780805203131) | > loss_disc_real_2: 0.1843157708644867 (0.18881806218011862) | > loss_disc_real_3: 0.23359130322933197 (0.20454824123857962) | > loss_disc_real_4: 0.18275782465934753 (0.1950890832437129) | > loss_disc_real_5: 0.20972271263599396 (0.20623784861175676) | > loss_0: 2.167160749435425 (2.1986811472570063) | > grad_norm_0: tensor(18.0401, device='cuda:0') (tensor(21.6567, device='cuda:0')) | > loss_gen: 2.749032974243164 (2.7763603936509393) | > loss_kl: 1.5734723806381226 (1.695011271450814) | > loss_feat: 9.214669227600098 (8.27711248902036) | > loss_mel: 13.768677711486816 (13.00165272479331) | > loss_duration: 1.6785272359848022 (1.667984181840615) | > amp_scaler: 256.0 (286.16314199395754) | > loss_1: 28.9843807220459 (27.41812106417746) | > grad_norm_1: tensor(363.0864, device='cuda:0') (tensor(388.9018, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8867 (0.8469283605990455) | > loader_time: 0.0097 (0.010039008636128867)  --> TIME: 2025-05-11 11:42:25 -- STEP: 712/725 -- GLOBAL_STEP: 334400 | > loss_disc: 2.2079129219055176 (2.199532245149771) | > loss_disc_real_0: 0.14916212856769562 (0.13582144223488465) | > loss_disc_real_1: 0.18424934148788452 (0.19066314847114388) | > loss_disc_real_2: 0.21448533236980438 (0.1888899042197828) | > loss_disc_real_3: 0.20982280373573303 (0.20460656082278553) | > loss_disc_real_4: 0.17762017250061035 (0.19501770350537942) | > loss_disc_real_5: 0.18819038569927216 (0.20655501173453383) | > loss_0: 2.2079129219055176 (2.199532245149771) | > grad_norm_0: tensor(31.4247, device='cuda:0') (tensor(21.4960, device='cuda:0')) | > loss_gen: 2.721198558807373 (2.7745949585786) | > loss_kl: 1.8414959907531738 (1.6941681988118733) | > loss_feat: 8.04834270477295 (8.270565517832724) | > loss_mel: 13.180196762084961 (12.997116134407815) | > loss_duration: 1.6579325199127197 (1.6677873238418885) | > amp_scaler: 256.0 (284.0449438202245) | > loss_1: 27.449167251586914 (27.404232143016348) | > grad_norm_1: tensor(450.1758, device='cuda:0') (tensor(387.5341, device='cuda:0')) | > current_lr_0: 0.0001903166501562181 | > current_lr_1: 0.0001903166501562181 | > step_time: 0.8277 (0.8470972886915958) | > loader_time: 0.0099 (0.010039246149277413)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.331545829772949 (2.331545829772949) | > loss_disc_real_0: 0.1578725427389145 (0.1578725427389145) | > loss_disc_real_1: 0.17753547430038452 (0.17753547430038452) | > loss_disc_real_2: 0.2032208889722824 (0.2032208889722824) | > loss_disc_real_3: 0.24578341841697693 (0.24578341841697693) | > loss_disc_real_4: 0.2227991223335266 (0.2227991223335266) | > loss_disc_real_5: 0.22685931622982025 (0.22685931622982025) | > loss_0: 2.331545829772949 (2.331545829772949) | > loss_gen: 2.467778444290161 (2.467778444290161) | > loss_kl: 2.1154119968414307 (2.1154119968414307) | > loss_feat: 8.014739990234375 (8.014739990234375) | > loss_mel: 12.705801010131836 (12.705801010131836) | > loss_duration: 1.7135565280914307 (1.7135565280914307) | > loss_1: 27.017288208007812 (27.017288208007812)  --> STEP: 1 | > loss_disc: 2.3540754318237305 (2.3540754318237305) | > loss_disc_real_0: 0.16011101007461548 (0.16011101007461548) | > loss_disc_real_1: 0.17293545603752136 (0.17293545603752136) | > loss_disc_real_2: 0.2055233120918274 (0.2055233120918274) | > loss_disc_real_3: 0.24753132462501526 (0.24753132462501526) | > loss_disc_real_4: 0.1993168443441391 (0.1993168443441391) | > loss_disc_real_5: 0.1925537884235382 (0.1925537884235382) | > loss_0: 2.3540754318237305 (2.3540754318237305) | > loss_gen: 2.2769057750701904 (2.2769057750701904) | > loss_kl: 2.254140853881836 (2.254140853881836) | > loss_feat: 6.372827529907227 (6.372827529907227) | > loss_mel: 10.704922676086426 (10.704922676086426) | > loss_duration: 1.8598488569259644 (1.8598488569259644) | > loss_1: 23.468643188476562 (23.468643188476562)  --> STEP: 2 | > loss_disc: 2.3783888816833496 (2.36623215675354) | > loss_disc_real_0: 0.16025091707706451 (0.16018096357584) | > loss_disc_real_1: 0.17681406438350677 (0.17487476021051407) | > loss_disc_real_2: 0.20313775539398193 (0.20433053374290466) | > loss_disc_real_3: 0.24524655938148499 (0.24638894200325012) | > loss_disc_real_4: 0.21607555449008942 (0.20769619941711426) | > loss_disc_real_5: 0.20500141382217407 (0.19877760112285614) | > loss_0: 2.3783888816833496 (2.36623215675354) | > loss_gen: 2.352912664413452 (2.3149092197418213) | > loss_kl: 1.9221928119659424 (2.088166832923889) | > loss_feat: 6.914435386657715 (6.643631458282471) | > loss_mel: 11.110258102416992 (10.907590389251709) | > loss_duration: 1.875646948814392 (1.8677479028701782) | > loss_1: 24.175445556640625 (23.822044372558594)  --> STEP: 3 | > loss_disc: 2.08646821975708 (2.2729775110880532) | > loss_disc_real_0: 0.09896343946456909 (0.13977512220541635) | > loss_disc_real_1: 0.15367749333381653 (0.1678090045849482) | > loss_disc_real_2: 0.1809268444776535 (0.19652930398782095) | > loss_disc_real_3: 0.25500205159187317 (0.24925997853279114) | > loss_disc_real_4: 0.23413974046707153 (0.21651071310043335) | > loss_disc_real_5: 0.1946607232093811 (0.19740530848503113) | > loss_0: 2.08646821975708 (2.2729775110880532) | > loss_gen: 2.7957382202148438 (2.4751855532328286) | > loss_kl: 2.0175039768218994 (2.064612547556559) | > loss_feat: 9.429901123046875 (7.5723880132039385) | > loss_mel: 15.015817642211914 (12.276999473571777) | > loss_duration: 1.8452470302581787 (1.8602476119995117) | > loss_1: 31.10420799255371 (26.2494322458903)  --> STEP: 4 | > loss_disc: 2.263184070587158 (2.2705291509628296) | > loss_disc_real_0: 0.1367167979478836 (0.13901054114103317) | > loss_disc_real_1: 0.15051215887069702 (0.16348479315638542) | > loss_disc_real_2: 0.17078141868114471 (0.19009233266115189) | > loss_disc_real_3: 0.2228199541568756 (0.24264997243881226) | > loss_disc_real_4: 0.2440766543149948 (0.22340219840407372) | > loss_disc_real_5: 0.21549782156944275 (0.20192843675613403) | > loss_0: 2.263184070587158 (2.2705291509628296) | > loss_gen: 2.5244503021240234 (2.4875017404556274) | > loss_kl: 1.9544169902801514 (2.0370636582374573) | > loss_feat: 9.38589096069336 (8.025763750076294) | > loss_mel: 14.21720027923584 (12.762049674987793) | > loss_duration: 1.774221420288086 (1.8387410640716553) | > loss_1: 29.85618019104004 (27.151119232177734) --> EVAL PERFORMANCE | > avg_loader_time: 0.28224170207977295 (-0.0023393630981445312) | > avg_loss_disc: 2.2705291509628296 (-0.008310854434967041) | > avg_loss_disc_real_0: 0.13901054114103317 (-0.04364979639649391) | > avg_loss_disc_real_1: 0.16348479315638542 (-0.07462023571133614) | > avg_loss_disc_real_2: 0.19009233266115189 (-0.021440446376800537) | > avg_loss_disc_real_3: 0.24264997243881226 (+0.04955986514687538) | > avg_loss_disc_real_4: 0.22340219840407372 (-0.06820720806717873) | > avg_loss_disc_real_5: 0.20192843675613403 (-0.021406635642051697) | > avg_loss_0: 2.2705291509628296 (-0.008310854434967041) | > avg_loss_gen: 2.4875017404556274 (-0.5060446262359619) | > avg_loss_kl: 2.0370636582374573 (+0.05523213744163513) | > avg_loss_feat: 8.025763750076294 (-0.5133588314056396) | > avg_loss_mel: 12.762049674987793 (-1.6380488872528076) | > avg_loss_duration: 1.8387410640716553 (+0.012754768133163452) | > avg_loss_1: 27.151119232177734 (-2.589466094970703)  > EPOCH: 398/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 11:42:42)   --> TIME: 2025-05-11 11:43:16 -- STEP: 37/725 -- GLOBAL_STEP: 334450 | > loss_disc: 2.1712758541107178 (2.193800011196652) | > loss_disc_real_0: 0.1747908890247345 (0.13670631095364288) | > loss_disc_real_1: 0.19300301373004913 (0.19233710500034126) | > loss_disc_real_2: 0.17365707457065582 (0.18832570435227575) | > loss_disc_real_3: 0.17367853224277496 (0.20296980279522972) | > loss_disc_real_4: 0.18695038557052612 (0.1938495253388946) | > loss_disc_real_5: 0.20980975031852722 (0.20358268433326) | > loss_0: 2.1712758541107178 (2.193800011196652) | > grad_norm_0: tensor(27.9324, device='cuda:0') (tensor(24.3713, device='cuda:0')) | > loss_gen: 2.9604439735412598 (2.818170373504226) | > loss_kl: 1.7402827739715576 (1.746244797835479) | > loss_feat: 8.79529857635498 (8.472197893503552) | > loss_mel: 13.575590133666992 (13.267518172392974) | > loss_duration: 1.669865608215332 (1.6659194102158417) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.74148178100586 (27.970050863317542) | > grad_norm_1: tensor(331.5102, device='cuda:0') (tensor(383.8246, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8454 (0.8472632653004414) | > loader_time: 0.0098 (0.009622451421376821)  --> TIME: 2025-05-11 11:43:59 -- STEP: 87/725 -- GLOBAL_STEP: 334500 | > loss_disc: 2.2084226608276367 (2.2032624496810738) | > loss_disc_real_0: 0.10227218270301819 (0.13692793575511586) | > loss_disc_real_1: 0.21143501996994019 (0.19155621973947548) | > loss_disc_real_2: 0.15982410311698914 (0.18927268906571398) | > loss_disc_real_3: 0.19505174458026886 (0.20512990293831654) | > loss_disc_real_4: 0.1754836142063141 (0.19440778867266645) | > loss_disc_real_5: 0.19935868680477142 (0.2062377285683292) | > loss_0: 2.2084226608276367 (2.2032624496810738) | > grad_norm_0: tensor(21.3046, device='cuda:0') (tensor(22.4121, device='cuda:0')) | > loss_gen: 2.682901382446289 (2.790057522126998) | > loss_kl: 1.7245917320251465 (1.7374588675882625) | > loss_feat: 8.158768653869629 (8.406524110114436) | > loss_mel: 13.254046440124512 (13.234988322203186) | > loss_duration: 1.6739517450332642 (1.668152255573492) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.494258880615234 (27.83718095976731) | > grad_norm_1: tensor(458.9210, device='cuda:0') (tensor(379.2913, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8302 (0.8479484826668926) | > loader_time: 0.0093 (0.00987438497872188)  --> TIME: 2025-05-11 11:44:42 -- STEP: 137/725 -- GLOBAL_STEP: 334550 | > loss_disc: 2.030641794204712 (2.1973427908263945) | > loss_disc_real_0: 0.13856662809848785 (0.13769401512006774) | > loss_disc_real_1: 0.17160750925540924 (0.19029884551563403) | > loss_disc_real_2: 0.17710186541080475 (0.18847984075546265) | > loss_disc_real_3: 0.19735485315322876 (0.20309078889171567) | > loss_disc_real_4: 0.1881515085697174 (0.19338017908761101) | > loss_disc_real_5: 0.19683752954006195 (0.2068140344680661) | > loss_0: 2.030641794204712 (2.1973427908263945) | > grad_norm_0: tensor(18.9776, device='cuda:0') (tensor(21.7807, device='cuda:0')) | > loss_gen: 3.0657148361206055 (2.7871097926675836) | > loss_kl: 1.602613091468811 (1.7283312125797687) | > loss_feat: 9.737557411193848 (8.385299470302833) | > loss_mel: 13.81355094909668 (13.17443581045109) | > loss_duration: 1.646051049232483 (1.6687584454125732) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.865488052368164 (27.743934659192163) | > grad_norm_1: tensor(397.9319, device='cuda:0') (tensor(371.4681, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.82 (0.8478018889461991) | > loader_time: 0.0087 (0.009762407219322929)  --> TIME: 2025-05-11 11:45:25 -- STEP: 187/725 -- GLOBAL_STEP: 334600 | > loss_disc: 2.2694997787475586 (2.1968213287904312) | > loss_disc_real_0: 0.16229134798049927 (0.13695653870622107) | > loss_disc_real_1: 0.20033103227615356 (0.1897426758379859) | > loss_disc_real_2: 0.17227301001548767 (0.18852838300128663) | > loss_disc_real_3: 0.19485503435134888 (0.20393439083494597) | > loss_disc_real_4: 0.17379270493984222 (0.19371003287042535) | > loss_disc_real_5: 0.21051527559757233 (0.2070809146937202) | > loss_0: 2.2694997787475586 (2.1968213287904312) | > grad_norm_0: tensor(12.8112, device='cuda:0') (tensor(21.2085, device='cuda:0')) | > loss_gen: 2.5239572525024414 (2.7792774738474963) | > loss_kl: 1.7502132654190063 (1.7206148922762128) | > loss_feat: 7.46641206741333 (8.35649135915991) | > loss_mel: 12.447358131408691 (13.139179953916825) | > loss_duration: 1.6899265050888062 (1.6695942897847629) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.877864837646484 (27.665157899499576) | > grad_norm_1: tensor(413.8253, device='cuda:0') (tensor(367.5719, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8575 (0.8471469203418589) | > loader_time: 0.0114 (0.009788875273842219)  --> TIME: 2025-05-11 11:46:09 -- STEP: 237/725 -- GLOBAL_STEP: 334650 | > loss_disc: 2.0222227573394775 (2.1927406647034333) | > loss_disc_real_0: 0.12400193512439728 (0.13572298927146165) | > loss_disc_real_1: 0.20141464471817017 (0.18947413111034822) | > loss_disc_real_2: 0.16340133547782898 (0.18798027259891037) | > loss_disc_real_3: 0.19856812059879303 (0.20401584209269102) | > loss_disc_real_4: 0.1896277368068695 (0.1939249385132569) | > loss_disc_real_5: 0.23887601494789124 (0.2074111946524447) | > loss_0: 2.0222227573394775 (2.1927406647034333) | > grad_norm_0: tensor(29.6824, device='cuda:0') (tensor(21.1722, device='cuda:0')) | > loss_gen: 3.073629140853882 (2.7807317031586725) | > loss_kl: 1.9742757081985474 (1.7242081406750254) | > loss_feat: 9.207941055297852 (8.345082009391952) | > loss_mel: 14.946335792541504 (13.117069119642556) | > loss_duration: 1.6573275327682495 (1.669667337514177) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.859508514404297 (27.636758249017255) | > grad_norm_1: tensor(366.3466, device='cuda:0') (tensor(370.8116, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8147 (0.8478524986701675) | > loader_time: 0.0091 (0.009804900688461108)  --> TIME: 2025-05-11 11:46:51 -- STEP: 287/725 -- GLOBAL_STEP: 334700 | > loss_disc: 2.2495641708374023 (2.194444352741441) | > loss_disc_real_0: 0.14968451857566833 (0.13618814714175062) | > loss_disc_real_1: 0.19107258319854736 (0.18960645607954948) | > loss_disc_real_2: 0.20452359318733215 (0.18803978797035345) | > loss_disc_real_3: 0.20278137922286987 (0.20373420562685984) | > loss_disc_real_4: 0.1825365126132965 (0.19387227665464227) | > loss_disc_real_5: 0.17125792801380157 (0.20724107112203324) | > loss_0: 2.2495641708374023 (2.194444352741441) | > grad_norm_0: tensor(17.2582, device='cuda:0') (tensor(21.3001, device='cuda:0')) | > loss_gen: 2.8856446743011475 (2.781403118725022) | > loss_kl: 1.591245412826538 (1.7218265936349741) | > loss_feat: 8.228025436401367 (8.358002534726774) | > loss_mel: 12.86683464050293 (13.135745055168764) | > loss_duration: 1.6692391633987427 (1.6693749386259071) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.240989685058594 (27.666352169023572) | > grad_norm_1: tensor(421.7747, device='cuda:0') (tensor(374.6020, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8024 (0.8463492260577371) | > loader_time: 0.0093 (0.009824980426748451)  --> TIME: 2025-05-11 11:47:34 -- STEP: 337/725 -- GLOBAL_STEP: 334750 | > loss_disc: 2.1308951377868652 (2.1960044030973394) | > loss_disc_real_0: 0.11673508584499359 (0.13661880749181057) | > loss_disc_real_1: 0.17613950371742249 (0.19031906357858586) | > loss_disc_real_2: 0.17014935612678528 (0.1882586346535725) | > loss_disc_real_3: 0.18804508447647095 (0.20393327157115362) | > loss_disc_real_4: 0.201324924826622 (0.1937214396120179) | > loss_disc_real_5: 0.22227492928504944 (0.20682394522233957) | > loss_0: 2.1308951377868652 (2.1960044030973394) | > grad_norm_0: tensor(32.1482, device='cuda:0') (tensor(20.7577, device='cuda:0')) | > loss_gen: 2.889930009841919 (2.7774302718901134) | > loss_kl: 1.7144677639007568 (1.7124948374241675) | > loss_feat: 9.159250259399414 (8.340139710231067) | > loss_mel: 14.454089164733887 (13.090365936211377) | > loss_duration: 1.6635642051696777 (1.6688041297901284) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.881303787231445 (27.589234847343285) | > grad_norm_1: tensor(550.6429, device='cuda:0') (tensor(367.8405, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8714 (0.8463159336180646) | > loader_time: 0.0096 (0.009807024935940248)  --> TIME: 2025-05-11 11:48:18 -- STEP: 387/725 -- GLOBAL_STEP: 334800 | > loss_disc: 2.199265718460083 (2.195193833158922) | > loss_disc_real_0: 0.12072030454874039 (0.13670759085921988) | > loss_disc_real_1: 0.19153568148612976 (0.19009240137206185) | > loss_disc_real_2: 0.2089146375656128 (0.1881169736847397) | > loss_disc_real_3: 0.19661372900009155 (0.20404440961604886) | > loss_disc_real_4: 0.20019550621509552 (0.19371255073282453) | > loss_disc_real_5: 0.23438847064971924 (0.20644406812597615) | > loss_0: 2.199265718460083 (2.195193833158922) | > grad_norm_0: tensor(18.0476, device='cuda:0') (tensor(20.9778, device='cuda:0')) | > loss_gen: 2.960857629776001 (2.7798245168779543) | > loss_kl: 1.674322247505188 (1.7163872854346143) | > loss_feat: 7.956666469573975 (8.333147297841938) | > loss_mel: 13.390607833862305 (13.078824269987198) | > loss_duration: 1.745896816253662 (1.6692184265269796) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.728351593017578 (27.577401760012606) | > grad_norm_1: tensor(382.5862, device='cuda:0') (tensor(372.6979, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8667 (0.848091855529667) | > loader_time: 0.0092 (0.009805838267008456)  --> TIME: 2025-05-11 11:49:01 -- STEP: 437/725 -- GLOBAL_STEP: 334850 | > loss_disc: 2.101050853729248 (2.1943338820263243) | > loss_disc_real_0: 0.11247085779905319 (0.13646247297593608) | > loss_disc_real_1: 0.17593057453632355 (0.1897989123786887) | > loss_disc_real_2: 0.1725551187992096 (0.1878854108620563) | > loss_disc_real_3: 0.19062376022338867 (0.20403582450999813) | > loss_disc_real_4: 0.21603865921497345 (0.19383227289814153) | > loss_disc_real_5: 0.23500728607177734 (0.20672604540529185) | > loss_0: 2.101050853729248 (2.1943338820263243) | > grad_norm_0: tensor(11.6005, device='cuda:0') (tensor(20.8615, device='cuda:0')) | > loss_gen: 2.8542675971984863 (2.7792314228258626) | > loss_kl: 1.7325328588485718 (1.7143444349345678) | > loss_feat: 9.237306594848633 (8.326150238377542) | > loss_mel: 13.785198211669922 (13.061053382995743) | > loss_duration: 1.6410458087921143 (1.6691152866699608) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.250350952148438 (27.54989476934996) | > grad_norm_1: tensor(177.3315, device='cuda:0') (tensor(369.5764, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8867 (0.8475933855130963) | > loader_time: 0.0102 (0.009777368615366494)  --> TIME: 2025-05-11 11:49:44 -- STEP: 487/725 -- GLOBAL_STEP: 334900 | > loss_disc: 2.1330044269561768 (2.195166499462951) | > loss_disc_real_0: 0.113963283598423 (0.13651027767565227) | > loss_disc_real_1: 0.160316601395607 (0.18989946321417908) | > loss_disc_real_2: 0.20082969963550568 (0.18812863537907845) | > loss_disc_real_3: 0.19479630887508392 (0.20412937430875253) | > loss_disc_real_4: 0.20072923600673676 (0.19374623469381116) | > loss_disc_real_5: 0.15172970294952393 (0.2068007525048951) | > loss_0: 2.1330044269561768 (2.195166499462951) | > grad_norm_0: tensor(27.3973, device='cuda:0') (tensor(20.8363, device='cuda:0')) | > loss_gen: 2.8224194049835205 (2.7779642556482265) | > loss_kl: 1.8256093263626099 (1.7116458579989673) | > loss_feat: 9.202391624450684 (8.315327175344038) | > loss_mel: 12.937554359436035 (13.05142013933624) | > loss_duration: 1.6591004133224487 (1.669417258160805) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.44707489013672 (27.525774663968253) | > grad_norm_1: tensor(269.6501, device='cuda:0') (tensor(366.4182, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.819 (0.8475644568887826) | > loader_time: 0.0096 (0.009795360251863382)  --> TIME: 2025-05-11 11:50:27 -- STEP: 537/725 -- GLOBAL_STEP: 334950 | > loss_disc: 2.2721948623657227 (2.1957340162781596) | > loss_disc_real_0: 0.09190262109041214 (0.13656170755014302) | > loss_disc_real_1: 0.20420384407043457 (0.19006626701998755) | > loss_disc_real_2: 0.1866808831691742 (0.18820143792105343) | > loss_disc_real_3: 0.2222473919391632 (0.20405599716322373) | > loss_disc_real_4: 0.19197897613048553 (0.19386316758183353) | > loss_disc_real_5: 0.23976430296897888 (0.20690671178326706) | > loss_0: 2.2721948623657227 (2.1957340162781596) | > grad_norm_0: tensor(21.9157, device='cuda:0') (tensor(21.0686, device='cuda:0')) | > loss_gen: 2.632662296295166 (2.776780710096021) | > loss_kl: 1.4775632619857788 (1.7108863376816337) | > loss_feat: 7.359131813049316 (8.299365886318835) | > loss_mel: 11.792469024658203 (13.023907389720721) | > loss_duration: 1.6937158107757568 (1.6697401412150497) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.955541610717773 (27.48068044793894) | > grad_norm_1: tensor(381.8907, device='cuda:0') (tensor(369.1449, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8445 (0.8475731111771567) | > loader_time: 0.0092 (0.009797423467511788)  --> TIME: 2025-05-11 11:51:10 -- STEP: 587/725 -- GLOBAL_STEP: 335000 | > loss_disc: 2.163320541381836 (2.195274758176461) | > loss_disc_real_0: 0.11918172240257263 (0.1363866086890588) | > loss_disc_real_1: 0.17201347649097443 (0.19014156753200487) | > loss_disc_real_2: 0.1947658509016037 (0.18809042155133393) | > loss_disc_real_3: 0.19723418354988098 (0.20399775898030093) | > loss_disc_real_4: 0.14830796420574188 (0.19386817197580353) | > loss_disc_real_5: 0.19753685593605042 (0.20678042408453343) | > loss_0: 2.163320541381836 (2.195274758176461) | > grad_norm_0: tensor(20.6489, device='cuda:0') (tensor(21.1281, device='cuda:0')) | > loss_gen: 2.8146395683288574 (2.7773105817921517) | > loss_kl: 1.6785660982131958 (1.7099508441083473) | > loss_feat: 8.117047309875488 (8.304541842088579) | > loss_mel: 13.373283386230469 (13.024816953343871) | > loss_duration: 1.654160737991333 (1.6693444761750642) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.637697219848633 (27.4859646564854) | > grad_norm_1: tensor(258.0195, device='cuda:0') (tensor(371.9926, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8485 (0.8476693707389767) | > loader_time: 0.0099 (0.009781657938656652) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_335000.pth  --> TIME: 2025-05-11 11:51:56 -- STEP: 637/725 -- GLOBAL_STEP: 335050 | > loss_disc: 2.1991660594940186 (2.1971810311312945) | > loss_disc_real_0: 0.1464628130197525 (0.13646600644573512) | > loss_disc_real_1: 0.1997908502817154 (0.19054314190027666) | > loss_disc_real_2: 0.1990884691476822 (0.18836373392510072) | > loss_disc_real_3: 0.21529768407344818 (0.20408470626902908) | > loss_disc_real_4: 0.2026902586221695 (0.1941095763931468) | > loss_disc_real_5: 0.20892897248268127 (0.20678978940849224) | > loss_0: 2.1991660594940186 (2.1971810311312945) | > grad_norm_0: tensor(35.0175, device='cuda:0') (tensor(21.0306, device='cuda:0')) | > loss_gen: 2.8137264251708984 (2.7742700954808543) | > loss_kl: 1.6315516233444214 (1.7112944723111307) | > loss_feat: 8.734538078308105 (8.281197675168983) | > loss_mel: 13.234280586242676 (12.999174354589151) | > loss_duration: 1.6444294452667236 (1.669275096484593) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.05852699279785 (27.43521166671202) | > grad_norm_1: tensor(456.4998, device='cuda:0') (tensor(373.2612, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8269 (0.8476211706547759) | > loader_time: 0.0094 (0.009772396911070154)  --> TIME: 2025-05-11 11:52:39 -- STEP: 687/725 -- GLOBAL_STEP: 335100 | > loss_disc: 2.2143921852111816 (2.1982467807883603) | > loss_disc_real_0: 0.167802095413208 (0.13647048463814473) | > loss_disc_real_1: 0.20442740619182587 (0.1907302024062544) | > loss_disc_real_2: 0.16666501760482788 (0.1885325953993387) | > loss_disc_real_3: 0.20794759690761566 (0.20411653165994245) | > loss_disc_real_4: 0.19863414764404297 (0.1944229830560725) | > loss_disc_real_5: 0.23832406103610992 (0.20661963164546093) | > loss_0: 2.2143921852111816 (2.1982467807883603) | > grad_norm_0: tensor(20.2709, device='cuda:0') (tensor(21.1871, device='cuda:0')) | > loss_gen: 2.7888705730438232 (2.7741965116198237) | > loss_kl: 1.6582001447677612 (1.7122997850656856) | > loss_feat: 8.201096534729004 (8.274130895495237) | > loss_mel: 12.860176086425781 (12.986215498423123) | > loss_duration: 1.673043966293335 (1.6692546538390447) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.181386947631836 (27.416097324487943) | > grad_norm_1: tensor(459.7409, device='cuda:0') (tensor(375.9249, device='cuda:0')) | > current_lr_0: 0.00019029286057494854 | > current_lr_1: 0.00019029286057494854 | > step_time: 0.8638 (0.84757767563477) | > loader_time: 0.0098 (0.00977590823277636)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2904350757598877 (2.2904350757598877) | > loss_disc_real_0: 0.12027541548013687 (0.12027541548013687) | > loss_disc_real_1: 0.1835450381040573 (0.1835450381040573) | > loss_disc_real_2: 0.24051539599895477 (0.24051539599895477) | > loss_disc_real_3: 0.25963446497917175 (0.25963446497917175) | > loss_disc_real_4: 0.2655610144138336 (0.2655610144138336) | > loss_disc_real_5: 0.24494226276874542 (0.24494226276874542) | > loss_0: 2.2904350757598877 (2.2904350757598877) | > loss_gen: 2.849264621734619 (2.849264621734619) | > loss_kl: 1.993250846862793 (1.993250846862793) | > loss_feat: 8.703805923461914 (8.703805923461914) | > loss_mel: 13.763707160949707 (13.763707160949707) | > loss_duration: 1.7221460342407227 (1.7221460342407227) | > loss_1: 29.03217315673828 (29.03217315673828)  --> STEP: 1 | > loss_disc: 2.2611351013183594 (2.2611351013183594) | > loss_disc_real_0: 0.11102334409952164 (0.11102334409952164) | > loss_disc_real_1: 0.18489576876163483 (0.18489576876163483) | > loss_disc_real_2: 0.2579551339149475 (0.2579551339149475) | > loss_disc_real_3: 0.22152599692344666 (0.22152599692344666) | > loss_disc_real_4: 0.2819337844848633 (0.2819337844848633) | > loss_disc_real_5: 0.2682989239692688 (0.2682989239692688) | > loss_0: 2.2611351013183594 (2.2611351013183594) | > loss_gen: 2.9577083587646484 (2.9577083587646484) | > loss_kl: 2.2574989795684814 (2.2574989795684814) | > loss_feat: 8.569452285766602 (8.569452285766602) | > loss_mel: 14.78575611114502 (14.78575611114502) | > loss_duration: 1.85148286819458 (1.85148286819458) | > loss_1: 30.421897888183594 (30.421897888183594)  --> STEP: 2 | > loss_disc: 2.344748020172119 (2.3029415607452393) | > loss_disc_real_0: 0.1441756933927536 (0.12759951874613762) | > loss_disc_real_1: 0.18525628745555878 (0.1850760281085968) | > loss_disc_real_2: 0.24410021305084229 (0.2510276734828949) | > loss_disc_real_3: 0.2506413161754608 (0.23608365654945374) | > loss_disc_real_4: 0.2618817090988159 (0.2719077467918396) | > loss_disc_real_5: 0.2585597038269043 (0.26342931389808655) | > loss_0: 2.344748020172119 (2.3029415607452393) | > loss_gen: 2.818635940551758 (2.888172149658203) | > loss_kl: 1.8899022340774536 (2.0737006068229675) | > loss_feat: 7.863222599029541 (8.216337442398071) | > loss_mel: 13.353245735168457 (14.069500923156738) | > loss_duration: 1.8688241243362427 (1.8601534962654114) | > loss_1: 27.79383087158203 (29.107864379882812)  --> STEP: 3 | > loss_disc: 2.3758859634399414 (2.327256361643473) | > loss_disc_real_0: 0.1345793902873993 (0.12992614259322485) | > loss_disc_real_1: 0.19812768697738647 (0.18942658106486002) | > loss_disc_real_2: 0.24847164750099182 (0.25017566482226056) | > loss_disc_real_3: 0.2172602117061615 (0.22980917493502298) | > loss_disc_real_4: 0.2793525755405426 (0.2743893563747406) | > loss_disc_real_5: 0.25979405641555786 (0.26221756140391034) | > loss_0: 2.3758859634399414 (2.327256361643473) | > loss_gen: 2.714242458343506 (2.830195585886637) | > loss_kl: 2.085416316986084 (2.0776058435440063) | > loss_feat: 7.6992597579956055 (8.043978214263916) | > loss_mel: 12.684828758239746 (13.607943534851074) | > loss_duration: 1.837367296218872 (1.8525580962498982) | > loss_1: 27.021116256713867 (28.412281672159832)  --> STEP: 4 | > loss_disc: 2.203447103500366 (2.2963040471076965) | > loss_disc_real_0: 0.10388077795505524 (0.12341480143368244) | > loss_disc_real_1: 0.20557716488838196 (0.1934642270207405) | > loss_disc_real_2: 0.24443624913692474 (0.2487408109009266) | > loss_disc_real_3: 0.23188552260398865 (0.2303282618522644) | > loss_disc_real_4: 0.2771734595298767 (0.2750853821635246) | > loss_disc_real_5: 0.2780161499977112 (0.26616720855236053) | > loss_0: 2.203447103500366 (2.2963040471076965) | > loss_gen: 3.137434959411621 (2.9070054292678833) | > loss_kl: 1.8452719449996948 (2.0195223689079285) | > loss_feat: 9.785805702209473 (8.479435086250305) | > loss_mel: 16.244789123535156 (14.267154932022095) | > loss_duration: 1.7802844047546387 (1.8344896733760834) | > loss_1: 32.79358673095703 (29.50760793685913) --> EVAL PERFORMANCE | > avg_loader_time: 0.2766565680503845 (-0.005585134029388428) | > avg_loss_disc: 2.2963040471076965 (+0.025774896144866943) | > avg_loss_disc_real_0: 0.12341480143368244 (-0.015595739707350731) | > avg_loss_disc_real_1: 0.1934642270207405 (+0.029979433864355087) | > avg_loss_disc_real_2: 0.2487408109009266 (+0.058648478239774704) | > avg_loss_disc_real_3: 0.2303282618522644 (-0.012321710586547852) | > avg_loss_disc_real_4: 0.2750853821635246 (+0.05168318375945091) | > avg_loss_disc_real_5: 0.26616720855236053 (+0.0642387717962265) | > avg_loss_0: 2.2963040471076965 (+0.025774896144866943) | > avg_loss_gen: 2.9070054292678833 (+0.41950368881225586) | > avg_loss_kl: 2.0195223689079285 (-0.01754128932952881) | > avg_loss_feat: 8.479435086250305 (+0.45367133617401123) | > avg_loss_mel: 14.267154932022095 (+1.5051052570343018) | > avg_loss_duration: 1.8344896733760834 (-0.004251390695571899) | > avg_loss_1: 29.50760793685913 (+2.3564887046813965)  > EPOCH: 399/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 11:53:17)   --> TIME: 2025-05-11 11:53:30 -- STEP: 12/725 -- GLOBAL_STEP: 335150 | > loss_disc: 2.078892707824707 (2.207688550154368) | > loss_disc_real_0: 0.09946566075086594 (0.1374604944139719) | > loss_disc_real_1: 0.1934758722782135 (0.19390427817900976) | > loss_disc_real_2: 0.1792202889919281 (0.19022091229756674) | > loss_disc_real_3: 0.2046649008989334 (0.20710925137003264) | > loss_disc_real_4: 0.19201502203941345 (0.19071144486467043) | > loss_disc_real_5: 0.15567411482334137 (0.20729722827672958) | > loss_0: 2.078892707824707 (2.207688550154368) | > grad_norm_0: tensor(15.8348, device='cuda:0') (tensor(22.6611, device='cuda:0')) | > loss_gen: 2.9186408519744873 (2.7383957703908286) | > loss_kl: 1.7033278942108154 (1.7898952464262645) | > loss_feat: 8.948179244995117 (8.193920652071634) | > loss_mel: 13.456316947937012 (13.236802021662394) | > loss_duration: 1.6780176162719727 (1.6701315343379974) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.704483032226562 (27.629145622253418) | > grad_norm_1: tensor(596.0811, device='cuda:0') (tensor(347.1778, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8305 (0.8277176817258199) | > loader_time: 0.0092 (0.009936432043711344)  --> TIME: 2025-05-11 11:54:13 -- STEP: 62/725 -- GLOBAL_STEP: 335200 | > loss_disc: 2.2874722480773926 (2.210887614757784) | > loss_disc_real_0: 0.09949256479740143 (0.13965630807703544) | > loss_disc_real_1: 0.17115241289138794 (0.1919662027109054) | > loss_disc_real_2: 0.17472928762435913 (0.18965987981327115) | > loss_disc_real_3: 0.1948900669813156 (0.20477038597868336) | > loss_disc_real_4: 0.17008955776691437 (0.19678363300138904) | > loss_disc_real_5: 0.12554606795310974 (0.20314382617512056) | > loss_0: 2.2874722480773926 (2.210887614757784) | > grad_norm_0: tensor(31.9050, device='cuda:0') (tensor(24.3869, device='cuda:0')) | > loss_gen: 2.734973430633545 (2.7679177330386255) | > loss_kl: 1.5713945627212524 (1.7407534853104623) | > loss_feat: 8.386919021606445 (8.207053361400483) | > loss_mel: 13.828958511352539 (12.890745562891807) | > loss_duration: 1.715494155883789 (1.6642368243586632) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.237741470336914 (27.270707038141065) | > grad_norm_1: tensor(506.9639, device='cuda:0') (tensor(418.0541, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8483 (0.8472926078304168) | > loader_time: 0.0093 (0.010021102043890184)  --> TIME: 2025-05-11 11:54:56 -- STEP: 112/725 -- GLOBAL_STEP: 335250 | > loss_disc: 2.223752975463867 (2.2145812117627686) | > loss_disc_real_0: 0.17635586857795715 (0.14096699841320517) | > loss_disc_real_1: 0.188641756772995 (0.19188562368175813) | > loss_disc_real_2: 0.17247845232486725 (0.18942602324698657) | > loss_disc_real_3: 0.21404637396335602 (0.20449808998299496) | > loss_disc_real_4: 0.17294490337371826 (0.19603381399065256) | > loss_disc_real_5: 0.21142861247062683 (0.20692411650504386) | > loss_0: 2.223752975463867 (2.2145812117627686) | > grad_norm_0: tensor(25.5957, device='cuda:0') (tensor(21.8822, device='cuda:0')) | > loss_gen: 2.812929153442383 (2.752988632236208) | > loss_kl: 1.810410976409912 (1.7413300254515238) | > loss_feat: 7.95955753326416 (8.161208595548361) | > loss_mel: 12.428759574890137 (12.87683911834444) | > loss_duration: 1.6632871627807617 (1.6691971644759178) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.674942016601562 (27.201563477516174) | > grad_norm_1: tensor(553.8187, device='cuda:0') (tensor(376.5644, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8156 (0.8485820932047707) | > loader_time: 0.0104 (0.010108328291348048)  --> TIME: 2025-05-11 11:55:39 -- STEP: 162/725 -- GLOBAL_STEP: 335300 | > loss_disc: 2.0497257709503174 (2.2070931792259216) | > loss_disc_real_0: 0.14366087317466736 (0.13806837847755282) | > loss_disc_real_1: 0.15137574076652527 (0.19160283614455917) | > loss_disc_real_2: 0.191178560256958 (0.18964310109983257) | > loss_disc_real_3: 0.14113913476467133 (0.20491339063938754) | > loss_disc_real_4: 0.18028709292411804 (0.19581315482472203) | > loss_disc_real_5: 0.19436398148536682 (0.2063340201605985) | > loss_0: 2.0497257709503174 (2.2070931792259216) | > grad_norm_0: tensor(13.9354, device='cuda:0') (tensor(21.4856, device='cuda:0')) | > loss_gen: 2.8947243690490723 (2.76521682003398) | > loss_kl: 1.6416255235671997 (1.7257788262249512) | > loss_feat: 9.171902656555176 (8.25744657163267) | > loss_mel: 13.711790084838867 (12.918344232771126) | > loss_duration: 1.6295689344406128 (1.669731718522531) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.049610137939453 (27.336518122826092) | > grad_norm_1: tensor(374.4827, device='cuda:0') (tensor(377.6667, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.824 (0.8464477135811324) | > loader_time: 0.0099 (0.010093106163872611)  --> TIME: 2025-05-11 11:56:23 -- STEP: 212/725 -- GLOBAL_STEP: 335350 | > loss_disc: 2.190528154373169 (2.204535291442332) | > loss_disc_real_0: 0.14584285020828247 (0.13665562428815187) | > loss_disc_real_1: 0.21207186579704285 (0.19186945154138335) | > loss_disc_real_2: 0.19088813662528992 (0.1891617879693238) | > loss_disc_real_3: 0.22687703371047974 (0.2050539035139219) | > loss_disc_real_4: 0.20211175084114075 (0.19564434527507374) | > loss_disc_real_5: 0.19340577721595764 (0.20605717803228576) | > loss_0: 2.190528154373169 (2.204535291442332) | > grad_norm_0: tensor(12.6466, device='cuda:0') (tensor(21.3201, device='cuda:0')) | > loss_gen: 2.988124370574951 (2.774448129366029) | > loss_kl: 1.721635103225708 (1.7209038037174154) | > loss_feat: 8.881819725036621 (8.29322579896675) | > loss_mel: 14.034317016601562 (12.998461664847603) | > loss_duration: 1.6731336116790771 (1.670160173807504) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.299030303955078 (27.457199537529135) | > grad_norm_1: tensor(358.7923, device='cuda:0') (tensor(381.5618, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8384 (0.8503869130926313) | > loader_time: 0.0098 (0.010088269440632942)  --> TIME: 2025-05-11 11:57:06 -- STEP: 262/725 -- GLOBAL_STEP: 335400 | > loss_disc: 2.1338653564453125 (2.207800239552069) | > loss_disc_real_0: 0.10225896537303925 (0.13760259255539364) | > loss_disc_real_1: 0.17987921833992004 (0.19188872076400365) | > loss_disc_real_2: 0.20323224365711212 (0.1892668996148437) | > loss_disc_real_3: 0.18627335131168365 (0.20524958282254124) | > loss_disc_real_4: 0.1734020859003067 (0.19600777583950355) | > loss_disc_real_5: 0.18342852592468262 (0.20621506301046327) | > loss_0: 2.1338653564453125 (2.207800239552069) | > grad_norm_0: tensor(23.1890, device='cuda:0') (tensor(21.7953, device='cuda:0')) | > loss_gen: 2.8363864421844482 (2.7650360451399827) | > loss_kl: 1.7275819778442383 (1.7158910095236684) | > loss_feat: 8.663244247436523 (8.226159035704518) | > loss_mel: 13.351685523986816 (12.920034637887966) | > loss_duration: 1.664567232131958 (1.6708709502038155) | > amp_scaler: 64.0 (253.31297709923663) | > loss_1: 28.243465423583984 (27.297991665265034) | > grad_norm_1: tensor(578.9449, device='cuda:0') (tensor(388.2032, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8786 (0.8491703335565465) | > loader_time: 0.0099 (0.010066256268333839)  --> TIME: 2025-05-11 11:57:49 -- STEP: 312/725 -- GLOBAL_STEP: 335450 | > loss_disc: 2.1105902194976807 (2.206601779812421) | > loss_disc_real_0: 0.10748682171106339 (0.1373308622397672) | > loss_disc_real_1: 0.22423133254051208 (0.19157706258388668) | > loss_disc_real_2: 0.19903500378131866 (0.18924713884599698) | > loss_disc_real_3: 0.19874389469623566 (0.2050831670371385) | > loss_disc_real_4: 0.19102823734283447 (0.19562584792192175) | > loss_disc_real_5: 0.22326843440532684 (0.20703768391066632) | > loss_0: 2.1105902194976807 (2.206601779812421) | > grad_norm_0: tensor(13.9762, device='cuda:0') (tensor(21.1633, device='cuda:0')) | > loss_gen: 2.790609836578369 (2.7622021367916707) | > loss_kl: 1.5891718864440918 (1.7164677847654393) | > loss_feat: 8.878579139709473 (8.221943766642832) | > loss_mel: 15.153282165527344 (12.93437534417861) | > loss_duration: 1.667601227760315 (1.6693997115660937) | > amp_scaler: 64.0 (222.97435897435898) | > loss_1: 30.079242706298828 (27.304388718727306) | > grad_norm_1: tensor(367.7172, device='cuda:0') (tensor(371.9358, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8365 (0.848523236238039) | > loader_time: 0.0095 (0.010052112432626579)  --> TIME: 2025-05-11 11:58:32 -- STEP: 362/725 -- GLOBAL_STEP: 335500 | > loss_disc: 2.041147470474243 (2.2027131091823895) | > loss_disc_real_0: 0.13965915143489838 (0.13717685923885886) | > loss_disc_real_1: 0.17528848350048065 (0.19115931635403502) | > loss_disc_real_2: 0.17249751091003418 (0.18865858779921713) | > loss_disc_real_3: 0.19048012793064117 (0.20479910322645084) | > loss_disc_real_4: 0.17768199741840363 (0.19523283666339375) | > loss_disc_real_5: 0.1732751578092575 (0.20657294124200196) | > loss_0: 2.041147470474243 (2.2027131091823895) | > grad_norm_0: tensor(24.6847, device='cuda:0') (tensor(21.0453, device='cuda:0')) | > loss_gen: 2.915329694747925 (2.765756598493673) | > loss_kl: 1.8836411237716675 (1.7133158247773819) | > loss_feat: 9.816699981689453 (8.23769399079169) | > loss_mel: 14.062743186950684 (12.956532386126435) | > loss_duration: 1.6029934883117676 (1.6678101420402527) | > amp_scaler: 64.0 (201.01657458563537) | > loss_1: 30.28140640258789 (27.34110891226247) | > grad_norm_1: tensor(524.0101, device='cuda:0') (tensor(371.6159, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8285 (0.8491808887344694) | > loader_time: 0.0099 (0.010019702805998574)  --> TIME: 2025-05-11 11:59:15 -- STEP: 412/725 -- GLOBAL_STEP: 335550 | > loss_disc: 2.0756378173828125 (2.200372697369564) | > loss_disc_real_0: 0.11215460300445557 (0.1368236848632398) | > loss_disc_real_1: 0.17167918384075165 (0.1912279497217206) | > loss_disc_real_2: 0.1637144386768341 (0.18853260782881845) | > loss_disc_real_3: 0.18509657680988312 (0.20423746137943075) | > loss_disc_real_4: 0.18649785220623016 (0.19523160806992687) | > loss_disc_real_5: 0.19601278007030487 (0.2062447703289754) | > loss_0: 2.0756378173828125 (2.200372697369564) | > grad_norm_0: tensor(21.8346, device='cuda:0') (tensor(21.1129, device='cuda:0')) | > loss_gen: 2.8651235103607178 (2.774967272883482) | > loss_kl: 1.7367310523986816 (1.717809647032358) | > loss_feat: 9.183149337768555 (8.28192516322274) | > loss_mel: 13.902749061584473 (13.017208085476769) | > loss_duration: 1.6657568216323853 (1.6679149701178653) | > amp_scaler: 64.0 (184.38834951456312) | > loss_1: 29.35350799560547 (27.45982508983427) | > grad_norm_1: tensor(576.5054, device='cuda:0') (tensor(375.9985, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8568 (0.8491274587159016) | > loader_time: 0.0096 (0.009980955748882109)  --> TIME: 2025-05-11 11:59:58 -- STEP: 462/725 -- GLOBAL_STEP: 335600 | > loss_disc: 2.2228851318359375 (2.2032648054036206) | > loss_disc_real_0: 0.13560912013053894 (0.13722946857670673) | > loss_disc_real_1: 0.20773626863956451 (0.1914595520986623) | > loss_disc_real_2: 0.2152032107114792 (0.18915177597886038) | > loss_disc_real_3: 0.20176486670970917 (0.2044013735084306) | > loss_disc_real_4: 0.1827063411474228 (0.19508135463897291) | > loss_disc_real_5: 0.18189333379268646 (0.20652399515305758) | > loss_0: 2.2228851318359375 (2.2032648054036206) | > grad_norm_0: tensor(9.3559, device='cuda:0') (tensor(21.0766, device='cuda:0')) | > loss_gen: 2.675337314605713 (2.7704309999168713) | > loss_kl: 1.6332111358642578 (1.715533033077851) | > loss_feat: 7.583596706390381 (8.250515428972438) | > loss_mel: 12.486714363098145 (12.985042022936268) | > loss_duration: 1.696906328201294 (1.6673903798128102) | > amp_scaler: 64.0 (171.35930735930737) | > loss_1: 26.07576560974121 (27.388911833494774) | > grad_norm_1: tensor(244.4154, device='cuda:0') (tensor(374.3876, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.7976 (0.848943596278434) | > loader_time: 0.0097 (0.009962589193732191)  --> TIME: 2025-05-11 12:00:42 -- STEP: 512/725 -- GLOBAL_STEP: 335650 | > loss_disc: 2.1326942443847656 (2.2026782736647856) | > loss_disc_real_0: 0.10179648548364639 (0.1373100895143578) | > loss_disc_real_1: 0.17392383515834808 (0.19143885548692197) | > loss_disc_real_2: 0.16836892068386078 (0.18886177043896166) | > loss_disc_real_3: 0.21266482770442963 (0.20453452217043372) | > loss_disc_real_4: 0.21197745203971863 (0.19518573311506776) | > loss_disc_real_5: 0.19572493433952332 (0.20626872341381383) | > loss_0: 2.1326942443847656 (2.2026782736647856) | > grad_norm_0: tensor(20.5347, device='cuda:0') (tensor(20.9446, device='cuda:0')) | > loss_gen: 2.7476625442504883 (2.7705594301223773) | > loss_kl: 1.7438669204711914 (1.7151337417308241) | > loss_feat: 8.549580574035645 (8.259383704513299) | > loss_mel: 13.207511901855469 (12.996347995474931) | > loss_duration: 1.6206490993499756 (1.6680781680624932) | > amp_scaler: 64.0 (160.875) | > loss_1: 27.869272232055664 (27.409503020346165) | > grad_norm_1: tensor(475.1114, device='cuda:0') (tensor(372.1665, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.853 (0.8489198707975445) | > loader_time: 0.0108 (0.00998711958527565)  --> TIME: 2025-05-11 12:01:25 -- STEP: 562/725 -- GLOBAL_STEP: 335700 | > loss_disc: 2.0367214679718018 (2.2015655106496967) | > loss_disc_real_0: 0.09478994458913803 (0.13682394991777957) | > loss_disc_real_1: 0.1862129271030426 (0.19138294779214993) | > loss_disc_real_2: 0.1692890077829361 (0.18865232588557573) | > loss_disc_real_3: 0.19779352843761444 (0.2045359889648562) | > loss_disc_real_4: 0.1767880767583847 (0.19507786803928567) | > loss_disc_real_5: 0.21779915690422058 (0.20638778662554313) | > loss_0: 2.0367214679718018 (2.2015655106496967) | > grad_norm_0: tensor(12.8133, device='cuda:0') (tensor(20.8965, device='cuda:0')) | > loss_gen: 3.094956398010254 (2.772832208256705) | > loss_kl: 1.6829661130905151 (1.7145724775952376) | > loss_feat: 9.449495315551758 (8.268791372665723) | > loss_mel: 13.929205894470215 (13.001560871287172) | > loss_duration: 1.6321656703948975 (1.667805696085254) | > amp_scaler: 64.0 (152.25622775800713) | > loss_1: 29.788789749145508 (27.42556259386056) | > grad_norm_1: tensor(84.7051, device='cuda:0') (tensor(372.6672, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8939 (0.8486047906807731) | > loader_time: 0.0095 (0.009992544337099557)  --> TIME: 2025-05-11 12:02:08 -- STEP: 612/725 -- GLOBAL_STEP: 335750 | > loss_disc: 2.191094398498535 (2.202060162826299) | > loss_disc_real_0: 0.10901200771331787 (0.13690736279914179) | > loss_disc_real_1: 0.19023482501506805 (0.19136858358979222) | > loss_disc_real_2: 0.18980944156646729 (0.18854753268894786) | > loss_disc_real_3: 0.1940118819475174 (0.2046171956348652) | > loss_disc_real_4: 0.18887153267860413 (0.19519735926311788) | > loss_disc_real_5: 0.21683217585086823 (0.2065702280382707) | > loss_0: 2.191094398498535 (2.202060162826299) | > grad_norm_0: tensor(9.4376, device='cuda:0') (tensor(20.5657, device='cuda:0')) | > loss_gen: 2.714473247528076 (2.770502665853188) | > loss_kl: 1.7107622623443604 (1.7148301975399844) | > loss_feat: 8.256752967834473 (8.26396330119737) | > loss_mel: 13.30249309539795 (12.99524071169834) | > loss_duration: 1.5915963649749756 (1.6674876382537918) | > amp_scaler: 64.0 (145.04575163398698) | > loss_1: 27.576078414916992 (27.412024473053172) | > grad_norm_1: tensor(195.9377, device='cuda:0') (tensor(367.6594, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8191 (0.8488997080746818) | > loader_time: 0.0088 (0.009961435218262513)  --> TIME: 2025-05-11 12:02:51 -- STEP: 662/725 -- GLOBAL_STEP: 335800 | > loss_disc: 2.1739084720611572 (2.200661200951232) | > loss_disc_real_0: 0.11280298978090286 (0.1367449289429762) | > loss_disc_real_1: 0.16947858035564423 (0.19126114102918937) | > loss_disc_real_2: 0.18386352062225342 (0.18849387528582986) | > loss_disc_real_3: 0.19094893336296082 (0.20463843706691365) | > loss_disc_real_4: 0.16609689593315125 (0.19508232192060387) | > loss_disc_real_5: 0.20825743675231934 (0.20643513154497337) | > loss_0: 2.1739084720611572 (2.200661200951232) | > grad_norm_0: tensor(27.7644, device='cuda:0') (tensor(20.6419, device='cuda:0')) | > loss_gen: 2.763021945953369 (2.7723810442264707) | > loss_kl: 1.813134789466858 (1.7170951497878917) | > loss_feat: 8.356142044067383 (8.26734465918872) | > loss_mel: 13.28641128540039 (13.006974815241874) | > loss_duration: 1.663037896156311 (1.667744162759752) | > amp_scaler: 64.0 (138.92447129909363) | > loss_1: 27.88174819946289 (27.431539803473246) | > grad_norm_1: tensor(479.5254, device='cuda:0') (tensor(369.0601, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.8678 (0.8483475399881691) | > loader_time: 0.0113 (0.009941615727012605)  --> TIME: 2025-05-11 12:03:34 -- STEP: 712/725 -- GLOBAL_STEP: 335850 | > loss_disc: 2.1892759799957275 (2.200314593951351) | > loss_disc_real_0: 0.11662417650222778 (0.13666183749485872) | > loss_disc_real_1: 0.19018404185771942 (0.19120337525277994) | > loss_disc_real_2: 0.19924408197402954 (0.1885600846804928) | > loss_disc_real_3: 0.18605449795722961 (0.2046473219028014) | > loss_disc_real_4: 0.20723208785057068 (0.1951019236755171) | > loss_disc_real_5: 0.21818195283412933 (0.20632312086860802) | > loss_0: 2.1892759799957275 (2.200314593951351) | > grad_norm_0: tensor(8.1916, device='cuda:0') (tensor(20.8241, device='cuda:0')) | > loss_gen: 2.6721296310424805 (2.77325768819016) | > loss_kl: 1.726027250289917 (1.7173376081699738) | > loss_feat: 7.5561323165893555 (8.272038624527744) | > loss_mel: 12.423856735229492 (13.010038631685658) | > loss_duration: 1.657926321029663 (1.6674869301613797) | > amp_scaler: 64.0 (133.66292134831454) | > loss_1: 26.036073684692383 (27.440159460132037) | > grad_norm_1: tensor(135.0630, device='cuda:0') (tensor(372.0518, device='cuda:0')) | > current_lr_0: 0.00019026907396737667 | > current_lr_1: 0.00019026907396737667 | > step_time: 0.817 (0.8482522180910861) | > loader_time: 0.0101 (0.009948338015695623)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.284317970275879 (2.284317970275879) | > loss_disc_real_0: 0.21282045543193817 (0.21282045543193817) | > loss_disc_real_1: 0.1869676262140274 (0.1869676262140274) | > loss_disc_real_2: 0.1867324560880661 (0.1867324560880661) | > loss_disc_real_3: 0.1639125645160675 (0.1639125645160675) | > loss_disc_real_4: 0.29066556692123413 (0.29066556692123413) | > loss_disc_real_5: 0.18852216005325317 (0.18852216005325317) | > loss_0: 2.284317970275879 (2.284317970275879) | > loss_gen: 2.802732467651367 (2.802732467651367) | > loss_kl: 2.1971468925476074 (2.1971468925476074) | > loss_feat: 7.791919231414795 (7.791919231414795) | > loss_mel: 12.666667938232422 (12.666667938232422) | > loss_duration: 1.7248899936676025 (1.7248899936676025) | > loss_1: 27.18335723876953 (27.18335723876953)  --> STEP: 1 | > loss_disc: 2.263948678970337 (2.263948678970337) | > loss_disc_real_0: 0.16408303380012512 (0.16408303380012512) | > loss_disc_real_1: 0.17637667059898376 (0.17637667059898376) | > loss_disc_real_2: 0.1798994392156601 (0.1798994392156601) | > loss_disc_real_3: 0.15946078300476074 (0.15946078300476074) | > loss_disc_real_4: 0.29272472858428955 (0.29272472858428955) | > loss_disc_real_5: 0.19210204482078552 (0.19210204482078552) | > loss_0: 2.263948678970337 (2.263948678970337) | > loss_gen: 2.800563335418701 (2.800563335418701) | > loss_kl: 2.141035556793213 (2.141035556793213) | > loss_feat: 8.288375854492188 (8.288375854492188) | > loss_mel: 14.077136993408203 (14.077136993408203) | > loss_duration: 1.8477802276611328 (1.8477802276611328) | > loss_1: 29.154891967773438 (29.154891967773438)  --> STEP: 2 | > loss_disc: 2.3050074577331543 (2.2844780683517456) | > loss_disc_real_0: 0.17272835969924927 (0.1684056967496872) | > loss_disc_real_1: 0.2020430713891983 (0.18920987099409103) | > loss_disc_real_2: 0.1643097996711731 (0.1721046194434166) | > loss_disc_real_3: 0.16736231744289398 (0.16341155022382736) | > loss_disc_real_4: 0.30925530195236206 (0.3009900152683258) | > loss_disc_real_5: 0.19787655770778656 (0.19498930126428604) | > loss_0: 2.3050074577331543 (2.2844780683517456) | > loss_gen: 2.716878652572632 (2.7587209939956665) | > loss_kl: 1.854265570640564 (1.9976505637168884) | > loss_feat: 7.54108190536499 (7.914728879928589) | > loss_mel: 13.474681854248047 (13.775909423828125) | > loss_duration: 1.8677253723144531 (1.857752799987793) | > loss_1: 27.454633712768555 (28.304762840270996)  --> STEP: 3 | > loss_disc: 2.21738862991333 (2.262114922205607) | > loss_disc_real_0: 0.16721943020820618 (0.1680102745691935) | > loss_disc_real_1: 0.20845864713191986 (0.19562612970670065) | > loss_disc_real_2: 0.17931562662124634 (0.17450828850269318) | > loss_disc_real_3: 0.15264707803726196 (0.15982339282830557) | > loss_disc_real_4: 0.2750292718410492 (0.29233643412590027) | > loss_disc_real_5: 0.18389055132865906 (0.19128971795241037) | > loss_0: 2.21738862991333 (2.262114922205607) | > loss_gen: 2.90948224067688 (2.8089747428894043) | > loss_kl: 1.8986172676086426 (1.9646394650141399) | > loss_feat: 8.685676574707031 (8.171711444854736) | > loss_mel: 13.685342788696289 (13.745720545450846) | > loss_duration: 1.834386944770813 (1.849964181582133) | > loss_1: 29.013505935668945 (28.54101053873698)  --> STEP: 4 | > loss_disc: 2.3009564876556396 (2.2718253135681152) | > loss_disc_real_0: 0.1602059006690979 (0.16605918109416962) | > loss_disc_real_1: 0.20277369022369385 (0.19741301983594894) | > loss_disc_real_2: 0.16286005079746246 (0.1715962290763855) | > loss_disc_real_3: 0.1450372338294983 (0.15612685307860374) | > loss_disc_real_4: 0.30360910296440125 (0.2951546013355255) | > loss_disc_real_5: 0.19413602352142334 (0.19200129434466362) | > loss_0: 2.3009564876556396 (2.2718253135681152) | > loss_gen: 2.7257027626037598 (2.788156747817993) | > loss_kl: 1.6344977617263794 (1.8821040391921997) | > loss_feat: 8.656224250793457 (8.292839646339417) | > loss_mel: 13.123201370239258 (13.59009075164795) | > loss_duration: 1.775032639503479 (1.8312312960624695) | > loss_1: 27.914657592773438 (28.384422302246094) --> EVAL PERFORMANCE | > avg_loader_time: 0.2853863835334778 (+0.008729815483093262) | > avg_loss_disc: 2.2718253135681152 (-0.0244787335395813) | > avg_loss_disc_real_0: 0.16605918109416962 (+0.042644379660487175) | > avg_loss_disc_real_1: 0.19741301983594894 (+0.003948792815208435) | > avg_loss_disc_real_2: 0.1715962290763855 (-0.07714458182454109) | > avg_loss_disc_real_3: 0.15612685307860374 (-0.07420140877366066) | > avg_loss_disc_real_4: 0.2951546013355255 (+0.020069219172000885) | > avg_loss_disc_real_5: 0.19200129434466362 (-0.07416591420769691) | > avg_loss_0: 2.2718253135681152 (-0.0244787335395813) | > avg_loss_gen: 2.788156747817993 (-0.11884868144989014) | > avg_loss_kl: 1.8821040391921997 (-0.13741832971572876) | > avg_loss_feat: 8.292839646339417 (-0.18659543991088867) | > avg_loss_mel: 13.59009075164795 (-0.6770641803741455) | > avg_loss_duration: 1.8312312960624695 (-0.0032583773136138916) | > avg_loss_1: 28.384422302246094 (-1.123185634613037)  > EPOCH: 400/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 12:03:51)   --> TIME: 2025-05-11 12:04:25 -- STEP: 37/725 -- GLOBAL_STEP: 335900 | > loss_disc: 2.3094255924224854 (2.2276514800819185) | > loss_disc_real_0: 0.14356207847595215 (0.13827879183195732) | > loss_disc_real_1: 0.17927725613117218 (0.19048619350871523) | > loss_disc_real_2: 0.18967024981975555 (0.18967259413487203) | > loss_disc_real_3: 0.16719689965248108 (0.20762585828433167) | > loss_disc_real_4: 0.1859894096851349 (0.19688461761216863) | > loss_disc_real_5: 0.23206280171871185 (0.2132774446461652) | > loss_0: 2.3094255924224854 (2.2276514800819185) | > grad_norm_0: tensor(38.7895, device='cuda:0') (tensor(19.7610, device='cuda:0')) | > loss_gen: 2.639498472213745 (2.7254947133966394) | > loss_kl: 1.767892837524414 (1.7356283503609735) | > loss_feat: 7.470196723937988 (8.180338820895635) | > loss_mel: 11.942649841308594 (12.917645042007035) | > loss_duration: 1.6451377868652344 (1.6653874017096855) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.465375900268555 (27.224494160832585) | > grad_norm_1: tensor(548.5430, device='cuda:0') (tensor(344.2699, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8504 (0.8446391402064143) | > loader_time: 0.0098 (0.010183907843924856)  --> TIME: 2025-05-11 12:05:08 -- STEP: 87/725 -- GLOBAL_STEP: 335950 | > loss_disc: 2.112266778945923 (2.204900722394044) | > loss_disc_real_0: 0.11346462368965149 (0.1369659064830035) | > loss_disc_real_1: 0.16746743023395538 (0.19005315262695843) | > loss_disc_real_2: 0.18416155874729156 (0.18847572923391714) | > loss_disc_real_3: 0.21794722974300385 (0.2053476053065267) | > loss_disc_real_4: 0.17812420427799225 (0.19476037069983865) | > loss_disc_real_5: 0.23276185989379883 (0.20826556131072427) | > loss_0: 2.112266778945923 (2.204900722394044) | > grad_norm_0: tensor(33.9840, device='cuda:0') (tensor(22.4163, device='cuda:0')) | > loss_gen: 3.0454471111297607 (2.763911644617717) | > loss_kl: 1.689322829246521 (1.7453323575271957) | > loss_feat: 9.8365478515625 (8.326286135048708) | > loss_mel: 14.773893356323242 (13.049706601548468) | > loss_duration: 1.6396989822387695 (1.667030862008018) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.984909057617188 (27.55226742536172) | > grad_norm_1: tensor(594.7238, device='cuda:0') (tensor(390.3831, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8286 (0.8468827570991955) | > loader_time: 0.0105 (0.010311274692930026)  --> TIME: 2025-05-11 12:05:51 -- STEP: 137/725 -- GLOBAL_STEP: 336000 | > loss_disc: 2.213322877883911 (2.18916392326355) | > loss_disc_real_0: 0.08385960012674332 (0.13403015067107488) | > loss_disc_real_1: 0.15392130613327026 (0.1894494568126915) | > loss_disc_real_2: 0.1753883808851242 (0.18666024266803355) | > loss_disc_real_3: 0.2163008451461792 (0.20432592199666658) | > loss_disc_real_4: 0.18537947535514832 (0.19430509220509634) | > loss_disc_real_5: 0.20116831362247467 (0.20724983491601734) | > loss_0: 2.213322877883911 (2.18916392326355) | > grad_norm_0: tensor(33.2208, device='cuda:0') (tensor(21.8741, device='cuda:0')) | > loss_gen: 2.802791118621826 (2.776538532145702) | > loss_kl: 1.951309323310852 (1.738435055217604) | > loss_feat: 7.328183174133301 (8.36898649521988) | > loss_mel: 12.378020286560059 (13.1059965077978) | > loss_duration: 1.6505134105682373 (1.667681767122589) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.110816955566406 (27.657638327048645) | > grad_norm_1: tensor(343.8866, device='cuda:0') (tensor(393.9568, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8164 (0.8470752187018847) | > loader_time: 0.009 (0.010033388207428646) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_336000.pth  --> TIME: 2025-05-11 12:06:37 -- STEP: 187/725 -- GLOBAL_STEP: 336050 | > loss_disc: 2.1949462890625 (2.1866225214565507) | > loss_disc_real_0: 0.12253300100564957 (0.13415293120604785) | > loss_disc_real_1: 0.1673716902732849 (0.1893545607513285) | > loss_disc_real_2: 0.1731451004743576 (0.18715630455769328) | > loss_disc_real_3: 0.1694953590631485 (0.20426671940056398) | > loss_disc_real_4: 0.15524835884571075 (0.19371110368221195) | > loss_disc_real_5: 0.1873965859413147 (0.20683982283036334) | > loss_0: 2.1949462890625 (2.1866225214565507) | > grad_norm_0: tensor(20.9535, device='cuda:0') (tensor(20.7844, device='cuda:0')) | > loss_gen: 2.639225959777832 (2.777257446299261) | > loss_kl: 1.875238299369812 (1.7324328856034712) | > loss_feat: 8.400554656982422 (8.375562565849428) | > loss_mel: 12.29544734954834 (13.115443499968015) | > loss_duration: 1.6902636289596558 (1.6695799470585297) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.900728225708008 (27.670276284855316) | > grad_norm_1: tensor(450.3578, device='cuda:0') (tensor(379.0632, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8525 (0.8472950509525238) | > loader_time: 0.0107 (0.010059188393985523)  --> TIME: 2025-05-11 12:07:20 -- STEP: 237/725 -- GLOBAL_STEP: 336100 | > loss_disc: 2.2054054737091064 (2.1873619063494063) | > loss_disc_real_0: 0.14720255136489868 (0.13407917056657095) | > loss_disc_real_1: 0.22431398928165436 (0.19001924098795475) | > loss_disc_real_2: 0.1874995231628418 (0.18720221865277759) | > loss_disc_real_3: 0.22378411889076233 (0.2042299119857796) | > loss_disc_real_4: 0.19221635162830353 (0.19377326091382066) | > loss_disc_real_5: 0.19638824462890625 (0.20667476474232813) | > loss_0: 2.2054054737091064 (2.1873619063494063) | > grad_norm_0: tensor(8.3255, device='cuda:0') (tensor(20.7298, device='cuda:0')) | > loss_gen: 2.9234089851379395 (2.7800023042702966) | > loss_kl: 1.9555044174194336 (1.7355631856475702) | > loss_feat: 8.663910865783691 (8.362637006783793) | > loss_mel: 13.703089714050293 (13.080553477323509) | > loss_duration: 1.6555976867675781 (1.6691313982009888) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.901512145996094 (27.62788735562739) | > grad_norm_1: tensor(125.8685, device='cuda:0') (tensor(377.0379, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8202 (0.8469764814095155) | > loader_time: 0.0092 (0.010044630066754944)  --> TIME: 2025-05-11 12:08:02 -- STEP: 287/725 -- GLOBAL_STEP: 336150 | > loss_disc: 2.280384063720703 (2.192371787094487) | > loss_disc_real_0: 0.16698941588401794 (0.13421603479140318) | > loss_disc_real_1: 0.1979740411043167 (0.19006022951121118) | > loss_disc_real_2: 0.1939811259508133 (0.1879528014294363) | > loss_disc_real_3: 0.18636655807495117 (0.20441371560719787) | > loss_disc_real_4: 0.19987939298152924 (0.19461325532675616) | > loss_disc_real_5: 0.2348872721195221 (0.20699731252750037) | > loss_0: 2.280384063720703 (2.192371787094487) | > grad_norm_0: tensor(15.9483, device='cuda:0') (tensor(20.6321, device='cuda:0')) | > loss_gen: 2.6564931869506836 (2.7764258625615343) | > loss_kl: 1.67523992061615 (1.7273071692795705) | > loss_feat: 7.491663455963135 (8.323801446044074) | > loss_mel: 12.881974220275879 (13.055982603013307) | > loss_duration: 1.6823914051055908 (1.6689238265831716) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.38776397705078 (27.55244092908055) | > grad_norm_1: tensor(359.9803, device='cuda:0') (tensor(379.6962, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.7988 (0.8455105176786096) | > loader_time: 0.0107 (0.01003381931823305)  --> TIME: 2025-05-11 12:08:46 -- STEP: 337/725 -- GLOBAL_STEP: 336200 | > loss_disc: 2.100285053253174 (2.195499495158207) | > loss_disc_real_0: 0.09687016159296036 (0.13463360422708165) | > loss_disc_real_1: 0.15887485444545746 (0.1903532195604165) | > loss_disc_real_2: 0.18949945271015167 (0.18854146143449174) | > loss_disc_real_3: 0.185059055685997 (0.20433511087554854) | > loss_disc_real_4: 0.20111511647701263 (0.19524368068938439) | > loss_disc_real_5: 0.19146686792373657 (0.20699445916566375) | > loss_0: 2.100285053253174 (2.195499495158207) | > grad_norm_0: tensor(16.1661, device='cuda:0') (tensor(21.0151, device='cuda:0')) | > loss_gen: 2.917388916015625 (2.7771221919300286) | > loss_kl: 1.8246722221374512 (1.7188445202320903) | > loss_feat: 9.339539527893066 (8.322205833582215) | > loss_mel: 15.061470031738281 (13.058053172306776) | > loss_duration: 1.6615055799484253 (1.6683999183269922) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.804574966430664 (27.544625624704796) | > grad_norm_1: tensor(345.7189, device='cuda:0') (tensor(380.6229, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8707 (0.8470260842263876) | > loader_time: 0.0101 (0.009989823361178894)  --> TIME: 2025-05-11 12:09:29 -- STEP: 387/725 -- GLOBAL_STEP: 336250 | > loss_disc: 2.215240240097046 (2.194666033259348) | > loss_disc_real_0: 0.1890501081943512 (0.13535941731021073) | > loss_disc_real_1: 0.20547233521938324 (0.19042498862866583) | > loss_disc_real_2: 0.17559270560741425 (0.1886641942638452) | > loss_disc_real_3: 0.1751665472984314 (0.20410598321632514) | > loss_disc_real_4: 0.1697031557559967 (0.19507085218140013) | > loss_disc_real_5: 0.2135763317346573 (0.20635045910836505) | > loss_0: 2.215240240097046 (2.194666033259348) | > grad_norm_0: tensor(28.3423, device='cuda:0') (tensor(21.0779, device='cuda:0')) | > loss_gen: 2.715961456298828 (2.781524178285621) | > loss_kl: 1.6623361110687256 (1.7181962799348265) | > loss_feat: 8.019065856933594 (8.332463781963032) | > loss_mel: 12.431562423706055 (13.066175123209796) | > loss_duration: 1.7360258102416992 (1.668435958620806) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.564952850341797 (27.56679528997851) | > grad_norm_1: tensor(451.4908, device='cuda:0') (tensor(383.6441, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8576 (0.8473905580604415) | > loader_time: 0.01 (0.010002401140001088)  --> TIME: 2025-05-11 12:10:12 -- STEP: 437/725 -- GLOBAL_STEP: 336300 | > loss_disc: 2.330484628677368 (2.19347325833493) | > loss_disc_real_0: 0.1594758927822113 (0.13510089628483662) | > loss_disc_real_1: 0.19900727272033691 (0.190339246419529) | > loss_disc_real_2: 0.2154339998960495 (0.1886059830404256) | > loss_disc_real_3: 0.22171270847320557 (0.204253636931391) | > loss_disc_real_4: 0.2347952276468277 (0.19474022090435028) | > loss_disc_real_5: 0.22031737864017487 (0.20661968637249295) | > loss_0: 2.330484628677368 (2.19347325833493) | > grad_norm_0: tensor(9.9831, device='cuda:0') (tensor(20.8538, device='cuda:0')) | > loss_gen: 2.6294801235198975 (2.783737886415737) | > loss_kl: 1.8117769956588745 (1.7209875122633351) | > loss_feat: 7.145481109619141 (8.343302254273098) | > loss_mel: 12.28566837310791 (13.072382359537437) | > loss_duration: 1.6238174438476562 (1.6680054269066122) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.496225357055664 (27.58841542957577) | > grad_norm_1: tensor(206.8396, device='cuda:0') (tensor(379.6287, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8993 (0.8470233626987623) | > loader_time: 0.0094 (0.009976313370588994)  --> TIME: 2025-05-11 12:10:55 -- STEP: 487/725 -- GLOBAL_STEP: 336350 | > loss_disc: 2.341259241104126 (2.1948340570657403) | > loss_disc_real_0: 0.11869323253631592 (0.13503522800713832) | > loss_disc_real_1: 0.17989738285541534 (0.19021435543986556) | > loss_disc_real_2: 0.19590671360492706 (0.1885251880181644) | > loss_disc_real_3: 0.220781609416008 (0.20453776416102964) | > loss_disc_real_4: 0.1867865025997162 (0.19477307181461145) | > loss_disc_real_5: 0.22567692399024963 (0.20704067294969702) | > loss_0: 2.341259241104126 (2.1948340570657403) | > grad_norm_0: tensor(13.6248, device='cuda:0') (tensor(20.6785, device='cuda:0')) | > loss_gen: 2.555478096008301 (2.7782181033853126) | > loss_kl: 1.7703484296798706 (1.7253087080969214) | > loss_feat: 6.167280673980713 (8.313413616078593) | > loss_mel: 10.992436408996582 (13.04267528855091) | > loss_duration: 1.6431500911712646 (1.6682170122800668) | > amp_scaler: 64.0 (64.0) | > loss_1: 23.128692626953125 (27.527832720558752) | > grad_norm_1: tensor(289.9896, device='cuda:0') (tensor(378.2099, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8199 (0.847188149634328) | > loader_time: 0.0093 (0.009979423311456768)  --> TIME: 2025-05-11 12:11:38 -- STEP: 537/725 -- GLOBAL_STEP: 336400 | > loss_disc: 2.2134628295898438 (2.194606811640649) | > loss_disc_real_0: 0.11811477690935135 (0.13534956344956564) | > loss_disc_real_1: 0.19779016077518463 (0.19010419066946815) | > loss_disc_real_2: 0.20994867384433746 (0.18864538558035596) | > loss_disc_real_3: 0.20891204476356506 (0.2044623790229055) | > loss_disc_real_4: 0.2050868272781372 (0.1947181002276792) | > loss_disc_real_5: 0.20519070327281952 (0.2069030184597055) | > loss_0: 2.2134628295898438 (2.194606811640649) | > grad_norm_0: tensor(13.4571, device='cuda:0') (tensor(20.4765, device='cuda:0')) | > loss_gen: 2.7335143089294434 (2.776226435293697) | > loss_kl: 1.6676993370056152 (1.7248070184522946) | > loss_feat: 7.64910364151001 (8.302753476901211) | > loss_mel: 12.034032821655273 (13.02349173867281) | > loss_duration: 1.7167580127716064 (1.6686309067674636) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.801109313964844 (27.495909568317778) | > grad_norm_1: tensor(390.7134, device='cuda:0') (tensor(374.3161, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8518 (0.8472873822714807) | > loader_time: 0.01 (0.009967863448727294)  --> TIME: 2025-05-11 12:12:21 -- STEP: 587/725 -- GLOBAL_STEP: 336450 | > loss_disc: 2.3218531608581543 (2.1938539859180346) | > loss_disc_real_0: 0.13164706528186798 (0.1354886775604707) | > loss_disc_real_1: 0.21068109571933746 (0.1902394261230195) | > loss_disc_real_2: 0.15947473049163818 (0.18851205089734002) | > loss_disc_real_3: 0.21890605986118317 (0.20424617164382738) | > loss_disc_real_4: 0.2054891586303711 (0.19470064443563073) | > loss_disc_real_5: 0.199673593044281 (0.20672003604992084) | > loss_0: 2.3218531608581543 (2.1938539859180346) | > grad_norm_0: tensor(7.6409, device='cuda:0') (tensor(20.5133, device='cuda:0')) | > loss_gen: 2.581482410430908 (2.7811721536938516) | > loss_kl: 1.726923942565918 (1.7251370917796278) | > loss_feat: 7.763901233673096 (8.325734415492988) | > loss_mel: 13.161641120910645 (13.053496440387056) | > loss_duration: 1.6385726928710938 (1.6682349565285033) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.872520446777344 (27.55377504650943) | > grad_norm_1: tensor(145.1849, device='cuda:0') (tensor(376.3602, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8528 (0.8467958887350419) | > loader_time: 0.0095 (0.009950538713237502)  --> TIME: 2025-05-11 12:13:04 -- STEP: 637/725 -- GLOBAL_STEP: 336500 | > loss_disc: 2.2168304920196533 (2.195287430117978) | > loss_disc_real_0: 0.16320733726024628 (0.1353042397642248) | > loss_disc_real_1: 0.18876828253269196 (0.1905950973602816) | > loss_disc_real_2: 0.1964999884366989 (0.1887033356461832) | > loss_disc_real_3: 0.21399694681167603 (0.20436832977800953) | > loss_disc_real_4: 0.194528728723526 (0.19469595535583725) | > loss_disc_real_5: 0.21731437742710114 (0.20695841431711312) | > loss_0: 2.2168304920196533 (2.195287430117978) | > grad_norm_0: tensor(22.5839, device='cuda:0') (tensor(20.4807, device='cuda:0')) | > loss_gen: 2.662266731262207 (2.779479843855276) | > loss_kl: 1.771814227104187 (1.7245433811490165) | > loss_feat: 7.346242904663086 (8.316194091150127) | > loss_mel: 12.247451782226562 (13.049870923699537) | > loss_duration: 1.6499311923980713 (1.6680909747044377) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.677705764770508 (27.53817920594988) | > grad_norm_1: tensor(346.3196, device='cuda:0') (tensor(376.4726, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8406 (0.8469122096170998) | > loader_time: 0.0098 (0.009927901592883438)  --> TIME: 2025-05-11 12:13:47 -- STEP: 687/725 -- GLOBAL_STEP: 336550 | > loss_disc: 2.257298469543457 (2.1962210184621984) | > loss_disc_real_0: 0.13565325736999512 (0.1352299474060449) | > loss_disc_real_1: 0.18281488120555878 (0.19073993019662053) | > loss_disc_real_2: 0.2007541060447693 (0.18876567253032267) | > loss_disc_real_3: 0.2079858034849167 (0.20456196116134415) | > loss_disc_real_4: 0.19938746094703674 (0.19478320292423543) | > loss_disc_real_5: 0.18044540286064148 (0.20689525994237684) | > loss_0: 2.257298469543457 (2.1962210184621984) | > grad_norm_0: tensor(26.6538, device='cuda:0') (tensor(20.5824, device='cuda:0')) | > loss_gen: 2.626594066619873 (2.778948985159483) | > loss_kl: 1.758782148361206 (1.7242486030947868) | > loss_feat: 7.973757743835449 (8.315774693412747) | > loss_mel: 12.342225074768066 (13.047684470985999) | > loss_duration: 1.6793831586837769 (1.6680123299316902) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.380741119384766 (27.534669062629728) | > grad_norm_1: tensor(416.7515, device='cuda:0') (tensor(377.7549, device='cuda:0')) | > current_lr_0: 0.00019024529033313074 | > current_lr_1: 0.00019024529033313074 | > step_time: 0.8654 (0.8464086288274463) | > loader_time: 0.0094 (0.0098969512978322)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2318873405456543 (2.2318873405456543) | > loss_disc_real_0: 0.1136452928185463 (0.1136452928185463) | > loss_disc_real_1: 0.15851779282093048 (0.15851779282093048) | > loss_disc_real_2: 0.252536803483963 (0.252536803483963) | > loss_disc_real_3: 0.2595079839229584 (0.2595079839229584) | > loss_disc_real_4: 0.25182342529296875 (0.25182342529296875) | > loss_disc_real_5: 0.23885007202625275 (0.23885007202625275) | > loss_0: 2.2318873405456543 (2.2318873405456543) | > loss_gen: 2.901994466781616 (2.901994466781616) | > loss_kl: 2.143693208694458 (2.143693208694458) | > loss_feat: 8.57620620727539 (8.57620620727539) | > loss_mel: 14.664255142211914 (14.664255142211914) | > loss_duration: 1.716641902923584 (1.716641902923584) | > loss_1: 30.002792358398438 (30.002792358398438)  --> STEP: 1 | > loss_disc: 2.3644156455993652 (2.3644156455993652) | > loss_disc_real_0: 0.1159883439540863 (0.1159883439540863) | > loss_disc_real_1: 0.1822192668914795 (0.1822192668914795) | > loss_disc_real_2: 0.2575831115245819 (0.2575831115245819) | > loss_disc_real_3: 0.2820010781288147 (0.2820010781288147) | > loss_disc_real_4: 0.2321482002735138 (0.2321482002735138) | > loss_disc_real_5: 0.24891801178455353 (0.24891801178455353) | > loss_0: 2.3644156455993652 (2.3644156455993652) | > loss_gen: 2.623792886734009 (2.623792886734009) | > loss_kl: 2.1648807525634766 (2.1648807525634766) | > loss_feat: 7.538114547729492 (7.538114547729492) | > loss_mel: 13.35636043548584 (13.35636043548584) | > loss_duration: 1.8407084941864014 (1.8407084941864014) | > loss_1: 27.52385711669922 (27.52385711669922)  --> STEP: 2 | > loss_disc: 2.2026851177215576 (2.2835503816604614) | > loss_disc_real_0: 0.09445255249738693 (0.10522044822573662) | > loss_disc_real_1: 0.17288289964199066 (0.17755108326673508) | > loss_disc_real_2: 0.24560818076133728 (0.2515956461429596) | > loss_disc_real_3: 0.2876156270503998 (0.28480835258960724) | > loss_disc_real_4: 0.22501283884048462 (0.2285805195569992) | > loss_disc_real_5: 0.2005312293767929 (0.22472462058067322) | > loss_0: 2.2026851177215576 (2.2835503816604614) | > loss_gen: 2.801300287246704 (2.7125465869903564) | > loss_kl: 1.7981908321380615 (1.981535792350769) | > loss_feat: 9.5096435546875 (8.523879051208496) | > loss_mel: 14.60523796081543 (13.980799198150635) | > loss_duration: 1.8640142679214478 (1.8523613810539246) | > loss_1: 30.578386306762695 (29.051121711730957)  --> STEP: 3 | > loss_disc: 2.357048749923706 (2.3080498377482095) | > loss_disc_real_0: 0.11349178850650787 (0.10797756165266037) | > loss_disc_real_1: 0.1696721464395523 (0.17492477099100748) | > loss_disc_real_2: 0.2379334419965744 (0.24704157809416452) | > loss_disc_real_3: 0.3103387653827667 (0.2933184901873271) | > loss_disc_real_4: 0.24684813618659973 (0.23466972510019937) | > loss_disc_real_5: 0.23992247879505157 (0.22979057331879935) | > loss_0: 2.357048749923706 (2.3080498377482095) | > loss_gen: 2.633552074432373 (2.686215082804362) | > loss_kl: 1.9963117837905884 (1.9864611228307087) | > loss_feat: 7.663579940795898 (8.237112681070963) | > loss_mel: 13.44046401977539 (13.800687472025553) | > loss_duration: 1.8308616876602173 (1.8451948165893555) | > loss_1: 27.56477165222168 (28.55567169189453)  --> STEP: 4 | > loss_disc: 2.4339544773101807 (2.3395259976387024) | > loss_disc_real_0: 0.13771604001522064 (0.11541218124330044) | > loss_disc_real_1: 0.2085433155298233 (0.18332940712571144) | > loss_disc_real_2: 0.22366222739219666 (0.24119674041867256) | > loss_disc_real_3: 0.24211442470550537 (0.28051747381687164) | > loss_disc_real_4: 0.22053761780261993 (0.23113669827580452) | > loss_disc_real_5: 0.2310226410627365 (0.23009859025478363) | > loss_0: 2.4339544773101807 (2.3395259976387024) | > loss_gen: 2.3351945877075195 (2.5984599590301514) | > loss_kl: 1.7663869857788086 (1.9314425885677338) | > loss_feat: 6.291697978973389 (7.75075900554657) | > loss_mel: 10.232973098754883 (12.908758878707886) | > loss_duration: 1.751670479774475 (1.8218137323856354) | > loss_1: 22.37792205810547 (27.011234283447266) --> EVAL PERFORMANCE | > avg_loader_time: 0.28230875730514526 (-0.0030776262283325195) | > avg_loss_disc: 2.3395259976387024 (+0.06770068407058716) | > avg_loss_disc_real_0: 0.11541218124330044 (-0.05064699985086918) | > avg_loss_disc_real_1: 0.18332940712571144 (-0.014083612710237503) | > avg_loss_disc_real_2: 0.24119674041867256 (+0.06960051134228706) | > avg_loss_disc_real_3: 0.28051747381687164 (+0.1243906207382679) | > avg_loss_disc_real_4: 0.23113669827580452 (-0.06401790305972099) | > avg_loss_disc_real_5: 0.23009859025478363 (+0.03809729591012001) | > avg_loss_0: 2.3395259976387024 (+0.06770068407058716) | > avg_loss_gen: 2.5984599590301514 (-0.1896967887878418) | > avg_loss_kl: 1.9314425885677338 (+0.04933854937553406) | > avg_loss_feat: 7.75075900554657 (-0.5420806407928467) | > avg_loss_mel: 12.908758878707886 (-0.6813318729400635) | > avg_loss_duration: 1.8218137323856354 (-0.009417563676834106) | > avg_loss_1: 27.011234283447266 (-1.3731880187988281)  > EPOCH: 401/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 12:14:26)   --> TIME: 2025-05-11 12:14:38 -- STEP: 12/725 -- GLOBAL_STEP: 336600 | > loss_disc: 2.1646337509155273 (2.2164387305577598) | > loss_disc_real_0: 0.14175453782081604 (0.12880424596369264) | > loss_disc_real_1: 0.17642439901828766 (0.19120227421323457) | > loss_disc_real_2: 0.2250439077615738 (0.19319568450252214) | > loss_disc_real_3: 0.19634072482585907 (0.21643318856755892) | > loss_disc_real_4: 0.1730908453464508 (0.19754253948728243) | > loss_disc_real_5: 0.17063549160957336 (0.21336119373639426) | > loss_0: 2.1646337509155273 (2.2164387305577598) | > grad_norm_0: tensor(22.4194, device='cuda:0') (tensor(22.2725, device='cuda:0')) | > loss_gen: 2.9099574089050293 (2.8702086210250854) | > loss_kl: 1.9491815567016602 (1.686825652917226) | > loss_feat: 8.811434745788574 (8.595074693361918) | > loss_mel: 13.847474098205566 (13.756817897160849) | > loss_duration: 1.69657301902771 (1.669600486755371) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.21462059020996 (28.578527450561523) | > grad_norm_1: tensor(345.7524, device='cuda:0') (tensor(444.0313, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8467 (0.8363941311836243) | > loader_time: 0.01 (0.01015003522237142)  --> TIME: 2025-05-11 12:15:21 -- STEP: 62/725 -- GLOBAL_STEP: 336650 | > loss_disc: 2.2343673706054688 (2.216639349537511) | > loss_disc_real_0: 0.13969524204730988 (0.13542796262810308) | > loss_disc_real_1: 0.2072184681892395 (0.19267893174002249) | > loss_disc_real_2: 0.1795799434185028 (0.18888558014746634) | > loss_disc_real_3: 0.20638291537761688 (0.21054538075001009) | > loss_disc_real_4: 0.21530066430568695 (0.19814492738054645) | > loss_disc_real_5: 0.19210894405841827 (0.20831333389205317) | > loss_0: 2.2343673706054688 (2.216639349537511) | > grad_norm_0: tensor(22.0320, device='cuda:0') (tensor(20.5871, device='cuda:0')) | > loss_gen: 2.5577263832092285 (2.7774631438716764) | > loss_kl: 1.6693518161773682 (1.69100921961569) | > loss_feat: 7.892491340637207 (8.284192462121286) | > loss_mel: 11.778572082519531 (13.156143465349752) | > loss_duration: 1.6983177661895752 (1.662725144816983) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.596460342407227 (27.571533356943437) | > grad_norm_1: tensor(376.8830, device='cuda:0') (tensor(380.8499, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8475 (0.8487118290316674) | > loader_time: 0.0093 (0.009887795294484789)  --> TIME: 2025-05-11 12:16:04 -- STEP: 112/725 -- GLOBAL_STEP: 336700 | > loss_disc: 2.133427858352661 (2.20972332571234) | > loss_disc_real_0: 0.1275751292705536 (0.13694970808657145) | > loss_disc_real_1: 0.1713087260723114 (0.19183303841522764) | > loss_disc_real_2: 0.18252316117286682 (0.18877561390399933) | > loss_disc_real_3: 0.20640338957309723 (0.20825375310544456) | > loss_disc_real_4: 0.20323796570301056 (0.19584864750504494) | > loss_disc_real_5: 0.23290278017520905 (0.2076514078570264) | > loss_0: 2.133427858352661 (2.20972332571234) | > grad_norm_0: tensor(26.7403, device='cuda:0') (tensor(20.9122, device='cuda:0')) | > loss_gen: 2.8548080921173096 (2.766207035098756) | > loss_kl: 1.7244738340377808 (1.6956444861633437) | > loss_feat: 9.57239818572998 (8.229680636099411) | > loss_mel: 14.08161735534668 (13.014927957739149) | > loss_duration: 1.6648590564727783 (1.6671730024474007) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.89815902709961 (27.37363304410662) | > grad_norm_1: tensor(538.4470, device='cuda:0') (tensor(385.9132, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8319 (0.8494491704872676) | > loader_time: 0.0094 (0.009845946516309463)  --> TIME: 2025-05-11 12:16:48 -- STEP: 162/725 -- GLOBAL_STEP: 336750 | > loss_disc: 2.192624568939209 (2.2085038600144555) | > loss_disc_real_0: 0.1252145916223526 (0.13727545117338485) | > loss_disc_real_1: 0.1838461309671402 (0.19114604435953092) | > loss_disc_real_2: 0.17223069071769714 (0.18834846751925383) | > loss_disc_real_3: 0.1783813089132309 (0.2070569912040675) | > loss_disc_real_4: 0.18055206537246704 (0.19629240836258285) | > loss_disc_real_5: 0.2668265998363495 (0.20696912034426207) | > loss_0: 2.192624568939209 (2.2085038600144555) | > grad_norm_0: tensor(10.7482, device='cuda:0') (tensor(21.1802, device='cuda:0')) | > loss_gen: 2.68091082572937 (2.759038552825833) | > loss_kl: 1.7050535678863525 (1.6986531188458571) | > loss_feat: 9.110657691955566 (8.229798487675048) | > loss_mel: 13.762870788574219 (13.00035921732585) | > loss_duration: 1.615045189857483 (1.66738126233772) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.87453842163086 (27.355230661086093) | > grad_norm_1: tensor(181.5973, device='cuda:0') (tensor(376.9718, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8363 (0.8497599422195812) | > loader_time: 0.0092 (0.009748433843071077)  --> TIME: 2025-05-11 12:17:31 -- STEP: 212/725 -- GLOBAL_STEP: 336800 | > loss_disc: 2.240540027618408 (2.2031968820769814) | > loss_disc_real_0: 0.10749758780002594 (0.1364769247483531) | > loss_disc_real_1: 0.19840340316295624 (0.19068333675276558) | > loss_disc_real_2: 0.22939032316207886 (0.18840266222942548) | > loss_disc_real_3: 0.20514526963233948 (0.20640147097830502) | > loss_disc_real_4: 0.20775961875915527 (0.19561583316832218) | > loss_disc_real_5: 0.20783157646656036 (0.20724216216015365) | > loss_0: 2.240540027618408 (2.2031968820769814) | > grad_norm_0: tensor(16.9328, device='cuda:0') (tensor(20.1089, device='cuda:0')) | > loss_gen: 2.6128199100494385 (2.7608401460467644) | > loss_kl: 1.5245598554611206 (1.70351542391867) | > loss_feat: 7.902073860168457 (8.268987529682667) | > loss_mel: 11.907383918762207 (13.028767707212918) | > loss_duration: 1.6693065166473389 (1.6676773400801532) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.61614418029785 (27.42978811264038) | > grad_norm_1: tensor(414.8648, device='cuda:0') (tensor(369.2411, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8375 (0.8501932654740676) | > loader_time: 0.0095 (0.009788945036114383)  --> TIME: 2025-05-11 12:18:14 -- STEP: 262/725 -- GLOBAL_STEP: 336850 | > loss_disc: 2.22202730178833 (2.2016310632683838) | > loss_disc_real_0: 0.09138381481170654 (0.13669721603052296) | > loss_disc_real_1: 0.19381201267242432 (0.19078405764494233) | > loss_disc_real_2: 0.18414652347564697 (0.18836640646211972) | > loss_disc_real_3: 0.18550360202789307 (0.2062618282005077) | > loss_disc_real_4: 0.17490142583847046 (0.19476336263518296) | > loss_disc_real_5: 0.20977716147899628 (0.2066244657599289) | > loss_0: 2.22202730178833 (2.2016310632683838) | > grad_norm_0: tensor(16.6231, device='cuda:0') (tensor(20.4941, device='cuda:0')) | > loss_gen: 2.7220664024353027 (2.7624465936922844) | > loss_kl: 1.768419861793518 (1.7028866378405623) | > loss_feat: 7.9175190925598145 (8.270423992899543) | > loss_mel: 12.161749839782715 (12.999638925071892) | > loss_duration: 1.666884183883667 (1.6689956565849653) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.23663902282715 (27.404391812914202) | > grad_norm_1: tensor(394.3697, device='cuda:0') (tensor(371.6871, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8748 (0.8490213956541688) | > loader_time: 0.0095 (0.009801390516848961)  --> TIME: 2025-05-11 12:18:57 -- STEP: 312/725 -- GLOBAL_STEP: 336900 | > loss_disc: 2.1973862648010254 (2.2041315593016444) | > loss_disc_real_0: 0.12089672684669495 (0.1377152136694162) | > loss_disc_real_1: 0.18819560110569 (0.1906864990790686) | > loss_disc_real_2: 0.1900394707918167 (0.18868830269918999) | > loss_disc_real_3: 0.21056626737117767 (0.20601286323597806) | > loss_disc_real_4: 0.22429686784744263 (0.19504136979006814) | > loss_disc_real_5: 0.18583467602729797 (0.2065558936446906) | > loss_0: 2.1973862648010254 (2.2041315593016444) | > grad_norm_0: tensor(11.3501, device='cuda:0') (tensor(20.8171, device='cuda:0')) | > loss_gen: 2.594877004623413 (2.7619895552977543) | > loss_kl: 1.6502450704574585 (1.699983814970041) | > loss_feat: 8.170308113098145 (8.264202454151258) | > loss_mel: 12.986520767211914 (13.001291140531883) | > loss_duration: 1.6579749584197998 (1.6682990334736996) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.059925079345703 (27.395766001481263) | > grad_norm_1: tensor(325.1876, device='cuda:0') (tensor(368.8560, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8344 (0.8487133888097907) | > loader_time: 0.0095 (0.009772153236927131)  --> TIME: 2025-05-11 12:19:40 -- STEP: 362/725 -- GLOBAL_STEP: 336950 | > loss_disc: 2.2294695377349854 (2.2037257347976316) | > loss_disc_real_0: 0.15325985848903656 (0.13722080959634883) | > loss_disc_real_1: 0.21937042474746704 (0.19065635486696314) | > loss_disc_real_2: 0.19048236310482025 (0.1886803299929556) | > loss_disc_real_3: 0.20509913563728333 (0.2060529875327211) | > loss_disc_real_4: 0.2155868411064148 (0.1952074368520338) | > loss_disc_real_5: 0.17790646851062775 (0.20663526024443019) | > loss_0: 2.2294695377349854 (2.2037257347976316) | > grad_norm_0: tensor(20.3510, device='cuda:0') (tensor(20.4466, device='cuda:0')) | > loss_gen: 2.8228745460510254 (2.763741166552129) | > loss_kl: 1.6790359020233154 (1.7037369408001557) | > loss_feat: 8.54545783996582 (8.278986866302919) | > loss_mel: 12.769988059997559 (13.004582781818032) | > loss_duration: 1.6243383884429932 (1.6670912056338063) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.441694259643555 (27.418138930810738) | > grad_norm_1: tensor(411.1693, device='cuda:0') (tensor(364.6950, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8393 (0.8489783264655433) | > loader_time: 0.0102 (0.009771821907212059)  --> TIME: 2025-05-11 12:20:23 -- STEP: 412/725 -- GLOBAL_STEP: 337000 | > loss_disc: 2.3157827854156494 (2.200780099167409) | > loss_disc_real_0: 0.14569969475269318 (0.1367734609877021) | > loss_disc_real_1: 0.20361372828483582 (0.1907805909664886) | > loss_disc_real_2: 0.2005065381526947 (0.1885137034272685) | > loss_disc_real_3: 0.2164432853460312 (0.2058337599907107) | > loss_disc_real_4: 0.21884490549564362 (0.19475524803822494) | > loss_disc_real_5: 0.19148898124694824 (0.20606506467588903) | > loss_0: 2.3157827854156494 (2.200780099167409) | > grad_norm_0: tensor(12.1885, device='cuda:0') (tensor(20.6051, device='cuda:0')) | > loss_gen: 2.6362831592559814 (2.7709483394345056) | > loss_kl: 1.6325626373291016 (1.7089514660025107) | > loss_feat: 6.97558069229126 (8.300985647636713) | > loss_mel: 11.359550476074219 (13.034615576845928) | > loss_duration: 1.6683930158615112 (1.6678860864592988) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.272369384765625 (27.483387085997933) | > grad_norm_1: tensor(338.5325, device='cuda:0') (tensor(371.4257, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8682 (0.849091436677766) | > loader_time: 0.0109 (0.0097777878196494) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_337000.pth  --> TIME: 2025-05-11 12:21:09 -- STEP: 462/725 -- GLOBAL_STEP: 337050 | > loss_disc: 2.0701956748962402 (2.1988321318254855) | > loss_disc_real_0: 0.10636208206415176 (0.13620837358556273) | > loss_disc_real_1: 0.18908675014972687 (0.19097625809314453) | > loss_disc_real_2: 0.17155547440052032 (0.18834145473582406) | > loss_disc_real_3: 0.1815047413110733 (0.20547766515831933) | > loss_disc_real_4: 0.15957218408584595 (0.19439851447488335) | > loss_disc_real_5: 0.2219955325126648 (0.20632170392321308) | > loss_0: 2.0701956748962402 (2.1988321318254855) | > grad_norm_0: tensor(17.3740, device='cuda:0') (tensor(20.5722, device='cuda:0')) | > loss_gen: 2.8661539554595947 (2.7723608651718554) | > loss_kl: 1.6768836975097656 (1.710879850439179) | > loss_feat: 9.444981575012207 (8.318035326994869) | > loss_mel: 14.897856712341309 (13.050505408993015) | > loss_duration: 1.7075408697128296 (1.6679216664590877) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.593416213989258 (27.519703064129974) | > grad_norm_1: tensor(128.2510, device='cuda:0') (tensor(370.3779, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.7997 (0.8484758030284534) | > loader_time: 0.0096 (0.009750823953967066)  --> TIME: 2025-05-11 12:21:52 -- STEP: 512/725 -- GLOBAL_STEP: 337100 | > loss_disc: 2.035149574279785 (2.198580960975961) | > loss_disc_real_0: 0.09326890856027603 (0.13583826499234425) | > loss_disc_real_1: 0.1675410270690918 (0.19093449530191725) | > loss_disc_real_2: 0.2006712704896927 (0.18827274962677623) | > loss_disc_real_3: 0.21514764428138733 (0.2056822104786989) | > loss_disc_real_4: 0.15871047973632812 (0.19444834932801325) | > loss_disc_real_5: 0.17984196543693542 (0.20646618216414941) | > loss_0: 2.035149574279785 (2.198580960975961) | > grad_norm_0: tensor(16.1106, device='cuda:0') (tensor(20.5079, device='cuda:0')) | > loss_gen: 3.0166332721710205 (2.771853482350709) | > loss_kl: 1.738889217376709 (1.710059734992683) | > loss_feat: 9.705629348754883 (8.31660262681545) | > loss_mel: 14.530162811279297 (13.05367498472333) | > loss_duration: 1.6337965726852417 (1.6683124548289925) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.625112533569336 (27.520503249019377) | > grad_norm_1: tensor(480.4519, device='cuda:0') (tensor(369.9341, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8563 (0.8482208098284899) | > loader_time: 0.0095 (0.009719474706798785)  --> TIME: 2025-05-11 12:22:35 -- STEP: 562/725 -- GLOBAL_STEP: 337150 | > loss_disc: 2.253741979598999 (2.1969608730268675) | > loss_disc_real_0: 0.12812656164169312 (0.13603812392496134) | > loss_disc_real_1: 0.20566801726818085 (0.1909093008346829) | > loss_disc_real_2: 0.21188463270664215 (0.18829557641651282) | > loss_disc_real_3: 0.21875113248825073 (0.20544382704428515) | > loss_disc_real_4: 0.20742110908031464 (0.1944617751813446) | > loss_disc_real_5: 0.21653364598751068 (0.2057615206759172) | > loss_0: 2.253741979598999 (2.1969608730268675) | > grad_norm_0: tensor(17.1620, device='cuda:0') (tensor(20.8076, device='cuda:0')) | > loss_gen: 2.708401918411255 (2.7747894020691475) | > loss_kl: 1.4763919115066528 (1.7110586143049058) | > loss_feat: 6.91046667098999 (8.318259882333022) | > loss_mel: 10.48439884185791 (13.047669030593385) | > loss_duration: 1.648162603378296 (1.6682419532982904) | > amp_scaler: 64.0 (64.0) | > loss_1: 23.22782325744629 (27.52001884229666) | > grad_norm_1: tensor(431.8023, device='cuda:0') (tensor(374.6487, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8887 (0.8479269496910936) | > loader_time: 0.0092 (0.00970327472347381)  --> TIME: 2025-05-11 12:23:18 -- STEP: 612/725 -- GLOBAL_STEP: 337200 | > loss_disc: 2.2909085750579834 (2.1978582397005932) | > loss_disc_real_0: 0.1528274267911911 (0.13609519130945977) | > loss_disc_real_1: 0.18427206575870514 (0.19096535244603566) | > loss_disc_real_2: 0.18688161671161652 (0.18837133872937528) | > loss_disc_real_3: 0.20544889569282532 (0.20541189289560524) | > loss_disc_real_4: 0.1935890167951584 (0.194753845094466) | > loss_disc_real_5: 0.2349882423877716 (0.20593572622225956) | > loss_0: 2.2909085750579834 (2.1978582397005932) | > grad_norm_0: tensor(23.7600, device='cuda:0') (tensor(20.7071, device='cuda:0')) | > loss_gen: 2.6218390464782715 (2.772054305653168) | > loss_kl: 1.7348490953445435 (1.7101241599500576) | > loss_feat: 6.878826141357422 (8.297499029464982) | > loss_mel: 11.825481414794922 (13.021603146409676) | > loss_duration: 1.609182357788086 (1.6678229621033256) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.670177459716797 (27.46910355137844) | > grad_norm_1: tensor(315.9377, device='cuda:0') (tensor(377.0971, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8178 (0.8480955148054883) | > loader_time: 0.0098 (0.009690979337380596)  --> TIME: 2025-05-11 12:24:01 -- STEP: 662/725 -- GLOBAL_STEP: 337250 | > loss_disc: 2.105703353881836 (2.1966888299521363) | > loss_disc_real_0: 0.1667540818452835 (0.13600240158215376) | > loss_disc_real_1: 0.18418912589550018 (0.19081715282806816) | > loss_disc_real_2: 0.1876208335161209 (0.18820877911190967) | > loss_disc_real_3: 0.20410893857479095 (0.20540828568427602) | > loss_disc_real_4: 0.19691826403141022 (0.19476893409141266) | > loss_disc_real_5: 0.20021392405033112 (0.20601527766518724) | > loss_0: 2.105703353881836 (2.1966888299521363) | > grad_norm_0: tensor(41.3797, device='cuda:0') (tensor(20.7792, device='cuda:0')) | > loss_gen: 3.061622381210327 (2.77620711103307) | > loss_kl: 1.581498146057129 (1.7097743875670657) | > loss_feat: 10.18057918548584 (8.313530123125767) | > loss_mel: 14.302289962768555 (13.035372131900845) | > loss_duration: 1.6946353912353516 (1.668093930558495) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.82062530517578 (27.502977647810184) | > grad_norm_1: tensor(607.3386, device='cuda:0') (tensor(379.5103, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8766 (0.8478517672806708) | > loader_time: 0.01 (0.009669413019163004)  --> TIME: 2025-05-11 12:24:44 -- STEP: 712/725 -- GLOBAL_STEP: 337300 | > loss_disc: 2.3108949661254883 (2.196560301974919) | > loss_disc_real_0: 0.1566644161939621 (0.13597412212762247) | > loss_disc_real_1: 0.20364341139793396 (0.19084917651384734) | > loss_disc_real_2: 0.21987074613571167 (0.1883628795948926) | > loss_disc_real_3: 0.22505448758602142 (0.20549030562213982) | > loss_disc_real_4: 0.17518353462219238 (0.19469371615919528) | > loss_disc_real_5: 0.23634931445121765 (0.20580010239579036) | > loss_0: 2.3108949661254883 (2.196560301974919) | > grad_norm_0: tensor(30.3616, device='cuda:0') (tensor(20.8482, device='cuda:0')) | > loss_gen: 2.576420783996582 (2.7781409390187006) | > loss_kl: 1.8051642179489136 (1.7136321601907865) | > loss_feat: 6.872141361236572 (8.318544492962662) | > loss_mel: 11.945579528808594 (13.037783958938684) | > loss_duration: 1.657297134399414 (1.6678172726644553) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.856603622436523 (27.515918804018686) | > grad_norm_1: tensor(368.6213, device='cuda:0') (tensor(381.8131, device='cuda:0')) | > current_lr_0: 0.0001902215096718391 | > current_lr_1: 0.0001902215096718391 | > step_time: 0.8114 (0.8480763492289554) | > loader_time: 0.0092 (0.009671547104803349)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.153411626815796 (2.153411626815796) | > loss_disc_real_0: 0.1330370306968689 (0.1330370306968689) | > loss_disc_real_1: 0.22829684615135193 (0.22829684615135193) | > loss_disc_real_2: 0.20968924462795258 (0.20968924462795258) | > loss_disc_real_3: 0.23499467968940735 (0.23499467968940735) | > loss_disc_real_4: 0.20102111995220184 (0.20102111995220184) | > loss_disc_real_5: 0.22261379659175873 (0.22261379659175873) | > loss_0: 2.153411626815796 (2.153411626815796) | > loss_gen: 3.0736937522888184 (3.0736937522888184) | > loss_kl: 2.157205581665039 (2.157205581665039) | > loss_feat: 9.673267364501953 (9.673267364501953) | > loss_mel: 15.230926513671875 (15.230926513671875) | > loss_duration: 1.7336373329162598 (1.7336373329162598) | > loss_1: 31.868730545043945 (31.868730545043945)  --> STEP: 1 | > loss_disc: 2.160745859146118 (2.160745859146118) | > loss_disc_real_0: 0.10927946120500565 (0.10927946120500565) | > loss_disc_real_1: 0.19639946520328522 (0.19639946520328522) | > loss_disc_real_2: 0.2007460594177246 (0.2007460594177246) | > loss_disc_real_3: 0.21825961768627167 (0.21825961768627167) | > loss_disc_real_4: 0.23706993460655212 (0.23706993460655212) | > loss_disc_real_5: 0.20702800154685974 (0.20702800154685974) | > loss_0: 2.160745859146118 (2.160745859146118) | > loss_gen: 2.8626041412353516 (2.8626041412353516) | > loss_kl: 2.328324556350708 (2.328324556350708) | > loss_feat: 9.010489463806152 (9.010489463806152) | > loss_mel: 14.54789924621582 (14.54789924621582) | > loss_duration: 1.8474196195602417 (1.8474196195602417) | > loss_1: 30.596736907958984 (30.596736907958984)  --> STEP: 2 | > loss_disc: 2.247345447540283 (2.2040456533432007) | > loss_disc_real_0: 0.13194191455841064 (0.12061068788170815) | > loss_disc_real_1: 0.22596676647663116 (0.2111831158399582) | > loss_disc_real_2: 0.2036992758512497 (0.20222266763448715) | > loss_disc_real_3: 0.20559759438037872 (0.2119286060333252) | > loss_disc_real_4: 0.2027529925107956 (0.21991146355867386) | > loss_disc_real_5: 0.22634977102279663 (0.21668888628482819) | > loss_0: 2.247345447540283 (2.2040456533432007) | > loss_gen: 2.717510461807251 (2.7900573015213013) | > loss_kl: 1.8540561199188232 (2.0911903381347656) | > loss_feat: 8.036701202392578 (8.523595333099365) | > loss_mel: 13.075342178344727 (13.811620712280273) | > loss_duration: 1.8694567680358887 (1.8584381937980652) | > loss_1: 27.55306625366211 (29.074901580810547)  --> STEP: 3 | > loss_disc: 2.287750244140625 (2.231947183609009) | > loss_disc_real_0: 0.11245299130678177 (0.11789145569006602) | > loss_disc_real_1: 0.22486014664173126 (0.21574212610721588) | > loss_disc_real_2: 0.2026965469121933 (0.20238062739372253) | > loss_disc_real_3: 0.23378556966781616 (0.21921426057815552) | > loss_disc_real_4: 0.21741633117198944 (0.2190797527631124) | > loss_disc_real_5: 0.25397831201553345 (0.22911869486172995) | > loss_0: 2.287750244140625 (2.231947183609009) | > loss_gen: 2.7791152000427246 (2.786409934361776) | > loss_kl: 2.072542190551758 (2.0849742889404297) | > loss_feat: 7.458449363708496 (8.168546676635742) | > loss_mel: 12.898101806640625 (13.50711441040039) | > loss_duration: 1.8548941612243652 (1.8572568496068318) | > loss_1: 27.06310272216797 (28.40430196126302)  --> STEP: 4 | > loss_disc: 2.194089412689209 (2.222482740879059) | > loss_disc_real_0: 0.11418984830379486 (0.11696605384349823) | > loss_disc_real_1: 0.2115168571472168 (0.2146858088672161) | > loss_disc_real_2: 0.17246347665786743 (0.19490133970975876) | > loss_disc_real_3: 0.20441944897174835 (0.21551555767655373) | > loss_disc_real_4: 0.24721994996070862 (0.22611480206251144) | > loss_disc_real_5: 0.24967707693576813 (0.2342582903802395) | > loss_0: 2.194089412689209 (2.222482740879059) | > loss_gen: 2.994774341583252 (2.8385010361671448) | > loss_kl: 1.9875507354736328 (2.0606184005737305) | > loss_feat: 9.270411491394043 (8.444012880325317) | > loss_mel: 14.814621925354004 (13.833991289138794) | > loss_duration: 1.8099730014801025 (1.8454358875751495) | > loss_1: 30.877330780029297 (29.02255916595459) --> EVAL PERFORMANCE | > avg_loader_time: 0.27837705612182617 (-0.003931701183319092) | > avg_loss_disc: 2.222482740879059 (-0.11704325675964355) | > avg_loss_disc_real_0: 0.11696605384349823 (+0.001553872600197792) | > avg_loss_disc_real_1: 0.2146858088672161 (+0.03135640174150467) | > avg_loss_disc_real_2: 0.19490133970975876 (-0.0462954007089138) | > avg_loss_disc_real_3: 0.21551555767655373 (-0.06500191614031792) | > avg_loss_disc_real_4: 0.22611480206251144 (-0.0050218962132930756) | > avg_loss_disc_real_5: 0.2342582903802395 (+0.004159700125455856) | > avg_loss_0: 2.222482740879059 (-0.11704325675964355) | > avg_loss_gen: 2.8385010361671448 (+0.2400410771369934) | > avg_loss_kl: 2.0606184005737305 (+0.1291758120059967) | > avg_loss_feat: 8.444012880325317 (+0.6932538747787476) | > avg_loss_mel: 13.833991289138794 (+0.9252324104309082) | > avg_loss_duration: 1.8454358875751495 (+0.02362215518951416) | > avg_loss_1: 29.02255916595459 (+2.011324882507324)  > EPOCH: 402/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 12:25:02)   --> TIME: 2025-05-11 12:25:36 -- STEP: 37/725 -- GLOBAL_STEP: 337350 | > loss_disc: 2.2040908336639404 (2.1829513214729936) | > loss_disc_real_0: 0.1340494304895401 (0.13227451089266185) | > loss_disc_real_1: 0.20736199617385864 (0.1901468332554843) | > loss_disc_real_2: 0.1997602880001068 (0.18917246887812744) | > loss_disc_real_3: 0.23074473440647125 (0.20199701673275716) | > loss_disc_real_4: 0.1685488075017929 (0.1914256013728477) | > loss_disc_real_5: 0.20436368882656097 (0.2105095857704008) | > loss_0: 2.2040908336639404 (2.1829513214729936) | > grad_norm_0: tensor(15.8155, device='cuda:0') (tensor(19.0368, device='cuda:0')) | > loss_gen: 2.7834532260894775 (2.7898574326489425) | > loss_kl: 1.6411044597625732 (1.7594967758333362) | > loss_feat: 7.927793502807617 (8.43774983689592) | > loss_mel: 12.648719787597656 (13.351551262108055) | > loss_duration: 1.6733897924423218 (1.663888161246841) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.67445945739746 (28.00254321742702) | > grad_norm_1: tensor(301.2132, device='cuda:0') (tensor(359.4031, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8457 (0.855457692532926) | > loader_time: 0.0104 (0.010426379538871147)  --> TIME: 2025-05-11 12:26:19 -- STEP: 87/725 -- GLOBAL_STEP: 337400 | > loss_disc: 2.2883758544921875 (2.20174634045568) | > loss_disc_real_0: 0.1106233224272728 (0.13380584112186542) | > loss_disc_real_1: 0.1946989744901657 (0.19213481572852736) | > loss_disc_real_2: 0.1892998069524765 (0.18901676059454336) | > loss_disc_real_3: 0.23733073472976685 (0.2056737000914826) | > loss_disc_real_4: 0.25416338443756104 (0.19432861417874522) | > loss_disc_real_5: 0.24310916662216187 (0.2084599661416021) | > loss_0: 2.2883758544921875 (2.20174634045568) | > grad_norm_0: tensor(10.3995, device='cuda:0') (tensor(20.2788, device='cuda:0')) | > loss_gen: 2.728386878967285 (2.767537344461199) | > loss_kl: 1.6994608640670776 (1.7461413049149788) | > loss_feat: 8.037933349609375 (8.241611294362732) | > loss_mel: 13.103946685791016 (13.092434313105441) | > loss_duration: 1.6531496047973633 (1.6665994627722378) | > amp_scaler: 128.0 (66.20689655172414) | > loss_1: 27.222877502441406 (27.514323640143733) | > grad_norm_1: tensor(76.6356, device='cuda:0') (tensor(372.3821, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.823 (0.8530055955908764) | > loader_time: 0.009 (0.010259737913635958)  --> TIME: 2025-05-11 12:27:03 -- STEP: 137/725 -- GLOBAL_STEP: 337450 | > loss_disc: 2.1126468181610107 (2.204608644012117) | > loss_disc_real_0: 0.12838004529476166 (0.134909389010311) | > loss_disc_real_1: 0.14665570855140686 (0.19176959273588917) | > loss_disc_real_2: 0.1628599613904953 (0.18819329229584575) | > loss_disc_real_3: 0.19419220089912415 (0.20531046270889086) | > loss_disc_real_4: 0.2047446072101593 (0.1955857248636928) | > loss_disc_real_5: 0.19157041609287262 (0.20965709455691986) | > loss_0: 2.1126468181610107 (2.204608644012117) | > grad_norm_0: tensor(26.1980, device='cuda:0') (tensor(20.6928, device='cuda:0')) | > loss_gen: 2.803243637084961 (2.771824006616633) | > loss_kl: 1.768608570098877 (1.750450375306345) | > loss_feat: 8.897490501403809 (8.25831026926528) | > loss_mel: 13.226137161254883 (13.129395436196432) | > loss_duration: 1.6544885635375977 (1.66721665424152) | > amp_scaler: 128.0 (88.75912408759122) | > loss_1: 28.34996795654297 (27.577196692028185) | > grad_norm_1: tensor(532.6125, device='cuda:0') (tensor(374.1364, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8213 (0.8517017573335744) | > loader_time: 0.0092 (0.010076599399538807)  --> TIME: 2025-05-11 12:27:46 -- STEP: 187/725 -- GLOBAL_STEP: 337500 | > loss_disc: 2.323340892791748 (2.2084145596958082) | > loss_disc_real_0: 0.165370374917984 (0.13562758585667228) | > loss_disc_real_1: 0.21800558269023895 (0.192140879796788) | > loss_disc_real_2: 0.21242646872997284 (0.188515260496879) | > loss_disc_real_3: 0.20470601320266724 (0.20581618262166007) | > loss_disc_real_4: 0.22621513903141022 (0.19530280882661993) | > loss_disc_real_5: 0.2085106372833252 (0.20929131126977543) | > loss_0: 2.323340892791748 (2.2084145596958082) | > grad_norm_0: tensor(16.8193, device='cuda:0') (tensor(20.2653, device='cuda:0')) | > loss_gen: 2.6036839485168457 (2.76059786011191) | > loss_kl: 1.8168779611587524 (1.7414995451024509) | > loss_feat: 6.319034099578857 (8.200105894058145) | > loss_mel: 11.498604774475098 (13.064438518993363) | > loss_duration: 1.6680278778076172 (1.6685569037728132) | > amp_scaler: 128.0 (99.25133689839568) | > loss_1: 23.90622901916504 (27.435198809373826) | > grad_norm_1: tensor(200.7419, device='cuda:0') (tensor(368.7982, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8554 (0.8514774699899601) | > loader_time: 0.0099 (0.010204983267554623)  --> TIME: 2025-05-11 12:28:29 -- STEP: 237/725 -- GLOBAL_STEP: 337550 | > loss_disc: 2.209620714187622 (2.2090989587679184) | > loss_disc_real_0: 0.12846753001213074 (0.1363709834306049) | > loss_disc_real_1: 0.1965676248073578 (0.1917241437651437) | > loss_disc_real_2: 0.20077545940876007 (0.18835140563516173) | > loss_disc_real_3: 0.19718092679977417 (0.2054496700502146) | > loss_disc_real_4: 0.2053556889295578 (0.19575759649025237) | > loss_disc_real_5: 0.20598828792572021 (0.2099070969638945) | > loss_0: 2.209620714187622 (2.2090989587679184) | > grad_norm_0: tensor(7.2189, device='cuda:0') (tensor(20.5126, device='cuda:0')) | > loss_gen: 2.6903374195098877 (2.7605951174402037) | > loss_kl: 1.8927350044250488 (1.7364468710331977) | > loss_feat: 6.939216613769531 (8.213202967422427) | > loss_mel: 12.086396217346191 (13.06143417841272) | > loss_duration: 1.6451866626739502 (1.6684172772154022) | > amp_scaler: 128.0 (105.3164556962025) | > loss_1: 25.25387191772461 (27.440096448745404) | > grad_norm_1: tensor(117.6331, device='cuda:0') (tensor(363.7301, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8148 (0.8522038419538408) | > loader_time: 0.0094 (0.010246424735346924)  --> TIME: 2025-05-11 12:29:12 -- STEP: 287/725 -- GLOBAL_STEP: 337600 | > loss_disc: 2.202202796936035 (2.20300580317135) | > loss_disc_real_0: 0.1267155557870865 (0.1354380735173458) | > loss_disc_real_1: 0.16574187576770782 (0.19094321432844683) | > loss_disc_real_2: 0.17079219222068787 (0.18779608716325058) | > loss_disc_real_3: 0.22061005234718323 (0.20539340376853937) | > loss_disc_real_4: 0.18642675876617432 (0.1950054367037185) | > loss_disc_real_5: 0.20364701747894287 (0.2099585784436934) | > loss_0: 2.202202796936035 (2.20300580317135) | > grad_norm_0: tensor(23.6771, device='cuda:0') (tensor(20.0876, device='cuda:0')) | > loss_gen: 2.8101210594177246 (2.7675115198208475) | > loss_kl: 1.736769437789917 (1.7386850949363846) | > loss_feat: 8.673578262329102 (8.266795482369673) | > loss_mel: 14.274811744689941 (13.075574326598273) | > loss_duration: 1.662393569946289 (1.6676839199631053) | > amp_scaler: 128.0 (109.2682926829268) | > loss_1: 29.15767478942871 (27.516250377748072) | > grad_norm_1: tensor(434.8564, device='cuda:0') (tensor(355.9782, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.7942 (0.8504729495231282) | > loader_time: 0.0117 (0.010277186536622794)  --> TIME: 2025-05-11 12:29:55 -- STEP: 337/725 -- GLOBAL_STEP: 337650 | > loss_disc: 2.1355810165405273 (2.20510235950572) | > loss_disc_real_0: 0.1103256568312645 (0.13622104966852713) | > loss_disc_real_1: 0.18932369351387024 (0.19129115015887366) | > loss_disc_real_2: 0.1630948781967163 (0.18803047775691628) | > loss_disc_real_3: 0.2208799570798874 (0.20555669820980776) | > loss_disc_real_4: 0.1703801453113556 (0.1949298992001337) | > loss_disc_real_5: 0.1835412234067917 (0.2093078576757929) | > loss_0: 2.1355810165405273 (2.20510235950572) | > grad_norm_0: tensor(21.7952, device='cuda:0') (tensor(19.6439, device='cuda:0')) | > loss_gen: 2.819608211517334 (2.764631097323816) | > loss_kl: 1.9132709503173828 (1.737712588791324) | > loss_feat: 9.200435638427734 (8.260707248212329) | > loss_mel: 14.592013359069824 (13.060776317154977) | > loss_duration: 1.6411017179489136 (1.667075333680172) | > amp_scaler: 128.0 (112.04747774480708) | > loss_1: 30.16642951965332 (27.490902620536282) | > grad_norm_1: tensor(448.6426, device='cuda:0') (tensor(346.3619, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8725 (0.8503173600318522) | > loader_time: 0.0101 (0.010299502211437734)  --> TIME: 2025-05-11 12:30:38 -- STEP: 387/725 -- GLOBAL_STEP: 337700 | > loss_disc: 2.244513511657715 (2.206911659980006) | > loss_disc_real_0: 0.20183753967285156 (0.1366566496417503) | > loss_disc_real_1: 0.22510357201099396 (0.19143774662677016) | > loss_disc_real_2: 0.21633866429328918 (0.18846944324884002) | > loss_disc_real_3: 0.20294083654880524 (0.20551795052311517) | > loss_disc_real_4: 0.1966058760881424 (0.1950015676730054) | > loss_disc_real_5: 0.2390783429145813 (0.20959194732266803) | > loss_0: 2.244513511657715 (2.206911659980006) | > grad_norm_0: tensor(27.9857, device='cuda:0') (tensor(19.3390, device='cuda:0')) | > loss_gen: 2.642441987991333 (2.7619097214336543) | > loss_kl: 1.6954377889633179 (1.7390279329408358) | > loss_feat: 8.010634422302246 (8.2515781313874) | > loss_mel: 13.39238452911377 (13.045904149688804) | > loss_duration: 1.7553685903549194 (1.6674623828217652) | > amp_scaler: 128.0 (114.1085271317829) | > loss_1: 27.49626922607422 (27.465882372794532) | > grad_norm_1: tensor(516.2391, device='cuda:0') (tensor(343.2523, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8542 (0.8494680833446886) | > loader_time: 0.0093 (0.010291693438547222)  --> TIME: 2025-05-11 12:31:21 -- STEP: 437/725 -- GLOBAL_STEP: 337750 | > loss_disc: 2.220780849456787 (2.2079455519704565) | > loss_disc_real_0: 0.15045320987701416 (0.13727228875427536) | > loss_disc_real_1: 0.16528509557247162 (0.19112184483481218) | > loss_disc_real_2: 0.20353417098522186 (0.1882729864843378) | > loss_disc_real_3: 0.16611535847187042 (0.20547965520170236) | > loss_disc_real_4: 0.18937604129314423 (0.19516474356367594) | > loss_disc_real_5: 0.23674729466438293 (0.20956332944077813) | > loss_0: 2.220780849456787 (2.2079455519704565) | > grad_norm_0: tensor(26.0065, device='cuda:0') (tensor(19.7170, device='cuda:0')) | > loss_gen: 2.6605427265167236 (2.762686187669942) | > loss_kl: 1.7583528757095337 (1.7343796960821962) | > loss_feat: 8.528961181640625 (8.252234558218957) | > loss_mel: 13.101569175720215 (13.033051728656694) | > loss_duration: 1.6228693723678589 (1.6672298062584214) | > amp_scaler: 128.0 (115.69794050343246) | > loss_1: 27.67229652404785 (27.449582006074746) | > grad_norm_1: tensor(449.0556, device='cuda:0') (tensor(345.4680, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8895 (0.8486496218281969) | > loader_time: 0.0097 (0.010254462741877999)  --> TIME: 2025-05-11 12:32:04 -- STEP: 487/725 -- GLOBAL_STEP: 337800 | > loss_disc: 2.162867546081543 (2.2105602346651363) | > loss_disc_real_0: 0.13591846823692322 (0.13719673494538714) | > loss_disc_real_1: 0.1917397379875183 (0.1913118949599824) | > loss_disc_real_2: 0.18041300773620605 (0.1885113254403677) | > loss_disc_real_3: 0.21868813037872314 (0.2055871983267198) | > loss_disc_real_4: 0.18838618695735931 (0.19531691205942156) | > loss_disc_real_5: 0.194064661860466 (0.20965448603248205) | > loss_0: 2.162867546081543 (2.2105602346651363) | > grad_norm_0: tensor(39.4345, device='cuda:0') (tensor(19.8650, device='cuda:0')) | > loss_gen: 2.887617349624634 (2.7571183602178366) | > loss_kl: 1.7563461065292358 (1.731428365687815) | > loss_feat: 8.03569507598877 (8.215570882605343) | > loss_mel: 12.414093017578125 (12.992536446886634) | > loss_duration: 1.6392955780029297 (1.6675972892028834) | > amp_scaler: 128.0 (116.96098562628333) | > loss_1: 26.733047485351562 (27.36425136981314) | > grad_norm_1: tensor(172.3429, device='cuda:0') (tensor(346.5517, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8159 (0.8485318179982397) | > loader_time: 0.0112 (0.010238677814021496)  --> TIME: 2025-05-11 12:32:47 -- STEP: 537/725 -- GLOBAL_STEP: 337850 | > loss_disc: 2.2285141944885254 (2.208092416020967) | > loss_disc_real_0: 0.1294795721769333 (0.1374115474674731) | > loss_disc_real_1: 0.187839537858963 (0.19109815242570205) | > loss_disc_real_2: 0.19764460623264313 (0.18832094503958582) | > loss_disc_real_3: 0.20666861534118652 (0.20542702364632975) | > loss_disc_real_4: 0.1825210005044937 (0.19495597922935157) | > loss_disc_real_5: 0.21193243563175201 (0.2090292145919533) | > loss_0: 2.2285141944885254 (2.208092416020967) | > grad_norm_0: tensor(9.8882, device='cuda:0') (tensor(20.1122, device='cuda:0')) | > loss_gen: 2.8639349937438965 (2.760916511883727) | > loss_kl: 1.7003848552703857 (1.7349000434413748) | > loss_feat: 8.184500694274902 (8.234475996241233) | > loss_mel: 13.0081205368042 (13.024356815402072) | > loss_duration: 1.6963598728179932 (1.668018773281374) | > amp_scaler: 128.0 (117.98882681564245) | > loss_1: 27.45330047607422 (27.422668162226895) | > grad_norm_1: tensor(333.5641, device='cuda:0') (tensor(348.9661, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8385 (0.8484906985995044) | > loader_time: 0.01 (0.01026203823267193)  --> TIME: 2025-05-11 12:33:31 -- STEP: 587/725 -- GLOBAL_STEP: 337900 | > loss_disc: 2.26226544380188 (2.2068966458562698) | > loss_disc_real_0: 0.11945541203022003 (0.13699128623461596) | > loss_disc_real_1: 0.2183438390493393 (0.19114879946489355) | > loss_disc_real_2: 0.19574294984340668 (0.18825150648008218) | > loss_disc_real_3: 0.20923630893230438 (0.2054824103336318) | > loss_disc_real_4: 0.2166762501001358 (0.19479669003510994) | > loss_disc_real_5: 0.21503093838691711 (0.20902354279104654) | > loss_0: 2.26226544380188 (2.2068966458562698) | > grad_norm_0: tensor(12.0382, device='cuda:0') (tensor(20.2889, device='cuda:0')) | > loss_gen: 2.9257500171661377 (2.761414167218965) | > loss_kl: 1.739073395729065 (1.7361688437210032) | > loss_feat: 8.079272270202637 (8.236026534839224) | > loss_mel: 13.11701488494873 (13.007244342433534) | > loss_duration: 1.6545796394348145 (1.6676274385728462) | > amp_scaler: 128.0 (118.84156729131176) | > loss_1: 27.515689849853516 (27.408481324957826) | > grad_norm_1: tensor(341.5175, device='cuda:0') (tensor(354.1828, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8512 (0.848329024582949) | > loader_time: 0.0109 (0.010268358802470484)  --> TIME: 2025-05-11 12:34:14 -- STEP: 637/725 -- GLOBAL_STEP: 337950 | > loss_disc: 2.119464635848999 (2.2067910876341488) | > loss_disc_real_0: 0.1378944218158722 (0.13713336985096258) | > loss_disc_real_1: 0.17759528756141663 (0.19110266300535278) | > loss_disc_real_2: 0.17152610421180725 (0.18829836356022298) | > loss_disc_real_3: 0.2081490010023117 (0.20537572067517493) | > loss_disc_real_4: 0.19726307690143585 (0.19490892590963663) | > loss_disc_real_5: 0.20292438566684723 (0.2087669995038813) | > loss_0: 2.119464635848999 (2.2067910876341488) | > grad_norm_0: tensor(10.7233, device='cuda:0') (tensor(20.6491, device='cuda:0')) | > loss_gen: 2.747927188873291 (2.7614218342809536) | > loss_kl: 1.8014042377471924 (1.7363622484252068) | > loss_feat: 7.8448967933654785 (8.232605596539363) | > loss_mel: 11.990339279174805 (13.004533150881015) | > loss_duration: 1.6306976079940796 (1.6674858647949842) | > amp_scaler: 128.0 (119.56043956043956) | > loss_1: 26.0152645111084 (27.40240868069875) | > grad_norm_1: tensor(201.0272, device='cuda:0') (tensor(358.4621, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8386 (0.8480837906548516) | > loader_time: 0.0092 (0.010260571115993824)  --> TIME: 2025-05-11 12:34:57 -- STEP: 687/725 -- GLOBAL_STEP: 338000 | > loss_disc: 2.1467113494873047 (2.2070116805891464) | > loss_disc_real_0: 0.11263006925582886 (0.13702672172278108) | > loss_disc_real_1: 0.18845370411872864 (0.1908727600368003) | > loss_disc_real_2: 0.18781471252441406 (0.18832583714607337) | > loss_disc_real_3: 0.21007034182548523 (0.20548014483771115) | > loss_disc_real_4: 0.21644243597984314 (0.19495003081565332) | > loss_disc_real_5: 0.18828390538692474 (0.20906351005666646) | > loss_0: 2.1467113494873047 (2.2070116805891464) | > grad_norm_0: tensor(16.2468, device='cuda:0') (tensor(20.6523, device='cuda:0')) | > loss_gen: 2.8242413997650146 (2.7605839591185988) | > loss_kl: 1.8257734775543213 (1.7409234498092008) | > loss_feat: 8.693488121032715 (8.235736019573173) | > loss_mel: 13.622564315795898 (13.00056163088203) | > loss_duration: 1.6749353408813477 (1.66757143029653) | > amp_scaler: 128.0 (120.17467248908297) | > loss_1: 28.641002655029297 (27.40537646486596) | > grad_norm_1: tensor(499.5707, device='cuda:0') (tensor(359.2944, device='cuda:0')) | > current_lr_0: 0.0001901977319831301 | > current_lr_1: 0.0001901977319831301 | > step_time: 0.8569 (0.8481254091776441) | > loader_time: 0.0129 (0.010242757491843326) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_338000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4475455284118652 (2.4475455284118652) | > loss_disc_real_0: 0.14919444918632507 (0.14919444918632507) | > loss_disc_real_1: 0.17139583826065063 (0.17139583826065063) | > loss_disc_real_2: 0.21838513016700745 (0.21838513016700745) | > loss_disc_real_3: 0.24705372750759125 (0.24705372750759125) | > loss_disc_real_4: 0.19833560287952423 (0.19833560287952423) | > loss_disc_real_5: 0.2698129415512085 (0.2698129415512085) | > loss_0: 2.4475455284118652 (2.4475455284118652) | > loss_gen: 2.3481247425079346 (2.3481247425079346) | > loss_kl: 1.8818390369415283 (1.8818390369415283) | > loss_feat: 6.750710487365723 (6.750710487365723) | > loss_mel: 12.419879913330078 (12.419879913330078) | > loss_duration: 1.7179441452026367 (1.7179441452026367) | > loss_1: 25.118499755859375 (25.118499755859375)  --> STEP: 1 | > loss_disc: 2.3719327449798584 (2.3719327449798584) | > loss_disc_real_0: 0.14394508302211761 (0.14394508302211761) | > loss_disc_real_1: 0.1615801900625229 (0.1615801900625229) | > loss_disc_real_2: 0.22443225979804993 (0.22443225979804993) | > loss_disc_real_3: 0.2310674637556076 (0.2310674637556076) | > loss_disc_real_4: 0.2172623723745346 (0.2172623723745346) | > loss_disc_real_5: 0.2749556303024292 (0.2749556303024292) | > loss_0: 2.3719327449798584 (2.3719327449798584) | > loss_gen: 2.481875419616699 (2.481875419616699) | > loss_kl: 2.0684092044830322 (2.0684092044830322) | > loss_feat: 7.665988922119141 (7.665988922119141) | > loss_mel: 13.816465377807617 (13.816465377807617) | > loss_duration: 1.814141035079956 (1.814141035079956) | > loss_1: 27.846878051757812 (27.846878051757812)  --> STEP: 2 | > loss_disc: 2.329195022583008 (2.350563883781433) | > loss_disc_real_0: 0.14997424185276031 (0.14695966243743896) | > loss_disc_real_1: 0.1582432985305786 (0.15991174429655075) | > loss_disc_real_2: 0.22286811470985413 (0.22365018725395203) | > loss_disc_real_3: 0.2254435271024704 (0.228255495429039) | > loss_disc_real_4: 0.20033510029315948 (0.20879873633384705) | > loss_disc_real_5: 0.22725515067577362 (0.2511053904891014) | > loss_0: 2.329195022583008 (2.350563883781433) | > loss_gen: 2.4600820541381836 (2.4709787368774414) | > loss_kl: 2.0156941413879395 (2.042051672935486) | > loss_feat: 7.394411563873291 (7.530200242996216) | > loss_mel: 12.900602340698242 (13.35853385925293) | > loss_duration: 1.879721760749817 (1.8469313979148865) | > loss_1: 26.6505126953125 (27.248695373535156)  --> STEP: 3 | > loss_disc: 2.3657026290893555 (2.3556101322174072) | > loss_disc_real_0: 0.16884905099868774 (0.15425612529118857) | > loss_disc_real_1: 0.16186551749706268 (0.16056300203005472) | > loss_disc_real_2: 0.22379560768604279 (0.2236986607313156) | > loss_disc_real_3: 0.23566095530986786 (0.23072398205598196) | > loss_disc_real_4: 0.23355738818645477 (0.21705162028471628) | > loss_disc_real_5: 0.25310462713241577 (0.25177180270353955) | > loss_0: 2.3657026290893555 (2.3556101322174072) | > loss_gen: 2.6506645679473877 (2.530874013900757) | > loss_kl: 2.0012879371643066 (2.0284637610117593) | > loss_feat: 8.260807037353516 (7.7737358411153155) | > loss_mel: 13.669922828674316 (13.462330182393393) | > loss_duration: 1.8458466529846191 (1.846569816271464) | > loss_1: 28.428529739379883 (27.6419734954834)  --> STEP: 4 | > loss_disc: 2.369915246963501 (2.3591864109039307) | > loss_disc_real_0: 0.16021905839443207 (0.15574685856699944) | > loss_disc_real_1: 0.1781412810087204 (0.16495757177472115) | > loss_disc_real_2: 0.19048650562763214 (0.21539562195539474) | > loss_disc_real_3: 0.2153932899236679 (0.22689130902290344) | > loss_disc_real_4: 0.212015762925148 (0.21579265594482422) | > loss_disc_real_5: 0.25467753410339355 (0.25249823555350304) | > loss_0: 2.369915246963501 (2.3591864109039307) | > loss_gen: 2.4374749660491943 (2.507524251937866) | > loss_kl: 1.9333480596542358 (2.0046848356723785) | > loss_feat: 7.323974609375 (7.661295533180237) | > loss_mel: 11.615488052368164 (13.000619649887085) | > loss_duration: 1.77834153175354 (1.829512745141983) | > loss_1: 25.088626861572266 (27.003636837005615) --> EVAL PERFORMANCE | > avg_loader_time: 0.28047847747802734 (+0.002101421356201172) | > avg_loss_disc: 2.3591864109039307 (+0.13670367002487183) | > avg_loss_disc_real_0: 0.15574685856699944 (+0.038780804723501205) | > avg_loss_disc_real_1: 0.16495757177472115 (-0.049728237092494965) | > avg_loss_disc_real_2: 0.21539562195539474 (+0.020494282245635986) | > avg_loss_disc_real_3: 0.22689130902290344 (+0.011375751346349716) | > avg_loss_disc_real_4: 0.21579265594482422 (-0.010322146117687225) | > avg_loss_disc_real_5: 0.25249823555350304 (+0.01823994517326355) | > avg_loss_0: 2.3591864109039307 (+0.13670367002487183) | > avg_loss_gen: 2.507524251937866 (-0.33097678422927856) | > avg_loss_kl: 2.0046848356723785 (-0.05593356490135193) | > avg_loss_feat: 7.661295533180237 (-0.7827173471450806) | > avg_loss_mel: 13.000619649887085 (-0.833371639251709) | > avg_loss_duration: 1.829512745141983 (-0.015923142433166504) | > avg_loss_1: 27.003636837005615 (-2.0189223289489746)  > EPOCH: 403/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 12:35:38)   --> TIME: 2025-05-11 12:35:50 -- STEP: 12/725 -- GLOBAL_STEP: 338050 | > loss_disc: 2.2247519493103027 (2.2162893811861673) | > loss_disc_real_0: 0.16230440139770508 (0.14362831537922222) | > loss_disc_real_1: 0.19535128772258759 (0.1889711432158947) | > loss_disc_real_2: 0.17986516654491425 (0.19234248250722885) | > loss_disc_real_3: 0.18276356160640717 (0.2009679190814495) | > loss_disc_real_4: 0.22099974751472473 (0.19602697466810545) | > loss_disc_real_5: 0.19793298840522766 (0.2111934758722782) | > loss_0: 2.2247519493103027 (2.2162893811861673) | > grad_norm_0: tensor(16.4374, device='cuda:0') (tensor(18.6300, device='cuda:0')) | > loss_gen: 2.6802818775177 (2.730028728644053) | > loss_kl: 1.8872641324996948 (1.7833191851774852) | > loss_feat: 8.272039413452148 (7.971886316935222) | > loss_mel: 13.326920509338379 (12.868983030319214) | > loss_duration: 1.690946102142334 (1.6722373565038045) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.857454299926758 (27.02645428975423) | > grad_norm_1: tensor(481.8587, device='cuda:0') (tensor(366.6824, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8534 (0.8333813150723776) | > loader_time: 0.0095 (0.010776817798614502)  --> TIME: 2025-05-11 12:36:34 -- STEP: 62/725 -- GLOBAL_STEP: 338100 | > loss_disc: 2.2029168605804443 (2.2118367341256913) | > loss_disc_real_0: 0.13180845975875854 (0.1369445793811351) | > loss_disc_real_1: 0.17861667275428772 (0.19037525596157198) | > loss_disc_real_2: 0.18166790902614594 (0.1903004528534028) | > loss_disc_real_3: 0.2085992395877838 (0.2044853959833422) | > loss_disc_real_4: 0.18248137831687927 (0.19795847491871926) | > loss_disc_real_5: 0.19316613674163818 (0.20905270018885214) | > loss_0: 2.2029168605804443 (2.2118367341256913) | > grad_norm_0: tensor(45.0203, device='cuda:0') (tensor(18.2678, device='cuda:0')) | > loss_gen: 2.5544393062591553 (2.761565343026192) | > loss_kl: 1.6343038082122803 (1.7279932018249267) | > loss_feat: 7.622531890869141 (8.307049758972656) | > loss_mel: 12.211455345153809 (13.104593723051009) | > loss_duration: 1.7174639701843262 (1.6661232806021167) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.740196228027344 (27.567325069058327) | > grad_norm_1: tensor(255.8069, device='cuda:0') (tensor(332.2215, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.851 (0.8497281843616117) | > loader_time: 0.0102 (0.010389874058385049)  --> TIME: 2025-05-11 12:37:17 -- STEP: 112/725 -- GLOBAL_STEP: 338150 | > loss_disc: 2.1499969959259033 (2.2125331567866455) | > loss_disc_real_0: 0.13777385652065277 (0.13599107108478029) | > loss_disc_real_1: 0.1708766371011734 (0.1912475796416402) | > loss_disc_real_2: 0.17548994719982147 (0.18943677390260358) | > loss_disc_real_3: 0.2045779526233673 (0.20630646151091372) | > loss_disc_real_4: 0.18814045190811157 (0.1977732844118561) | > loss_disc_real_5: 0.25705817341804504 (0.20874405878462962) | > loss_0: 2.1499969959259033 (2.2125331567866455) | > grad_norm_0: tensor(30.7659, device='cuda:0') (tensor(20.0389, device='cuda:0')) | > loss_gen: 2.7835261821746826 (2.7647310303790227) | > loss_kl: 1.5563099384307861 (1.7162321954965591) | > loss_feat: 8.914113998413086 (8.27900223221098) | > loss_mel: 13.95704460144043 (13.013014231409345) | > loss_duration: 1.6672961711883545 (1.669667807008539) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.87828826904297 (27.442647457122803) | > grad_norm_1: tensor(614.6162, device='cuda:0') (tensor(362.1615, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8138 (0.8539566972426006) | > loader_time: 0.0095 (0.0100773743220738)  --> TIME: 2025-05-11 12:38:00 -- STEP: 162/725 -- GLOBAL_STEP: 338200 | > loss_disc: 2.255249500274658 (2.2069646649890475) | > loss_disc_real_0: 0.10558874160051346 (0.13728211309622831) | > loss_disc_real_1: 0.18520662188529968 (0.19099709281214966) | > loss_disc_real_2: 0.18714942038059235 (0.1885460456948222) | > loss_disc_real_3: 0.1564287692308426 (0.20549154548365392) | > loss_disc_real_4: 0.1787315458059311 (0.19648676255234962) | > loss_disc_real_5: 0.19794632494449615 (0.20766118334399333) | > loss_0: 2.255249500274658 (2.2069646649890475) | > grad_norm_0: tensor(21.8417, device='cuda:0') (tensor(20.8989, device='cuda:0')) | > loss_gen: 2.6230416297912598 (2.7732580546979553) | > loss_kl: 1.7112627029418945 (1.7250452306535509) | > loss_feat: 8.464300155639648 (8.32556803432512) | > loss_mel: 13.1524076461792 (13.048642329227777) | > loss_duration: 1.6097729206085205 (1.6695008601671384) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.5607852935791 (27.54201448699575) | > grad_norm_1: tensor(539.1027, device='cuda:0') (tensor(372.2948, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8354 (0.8496385518415475) | > loader_time: 0.0099 (0.009980144324126063)  --> TIME: 2025-05-11 12:38:43 -- STEP: 212/725 -- GLOBAL_STEP: 338250 | > loss_disc: 2.131545066833496 (2.2044780833541213) | > loss_disc_real_0: 0.15726780891418457 (0.13704406979651942) | > loss_disc_real_1: 0.17274299263954163 (0.19075234445198527) | > loss_disc_real_2: 0.17987574636936188 (0.18873789576145844) | > loss_disc_real_3: 0.19548973441123962 (0.205296156330491) | > loss_disc_real_4: 0.19359055161476135 (0.19584832010122963) | > loss_disc_real_5: 0.19969551265239716 (0.20751704802771787) | > loss_0: 2.131545066833496 (2.2044780833541213) | > grad_norm_0: tensor(10.0425, device='cuda:0') (tensor(20.5410, device='cuda:0')) | > loss_gen: 2.8712568283081055 (2.7686798561294115) | > loss_kl: 1.6459745168685913 (1.7254755519471079) | > loss_feat: 8.01027774810791 (8.296079316229187) | > loss_mel: 12.512907028198242 (13.02361316950816) | > loss_duration: 1.6800615787506104 (1.6696779519881841) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.720478057861328 (27.483525860984376) | > grad_norm_1: tensor(434.1157, device='cuda:0') (tensor(367.7878, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8252 (0.848068819855744) | > loader_time: 0.0095 (0.009917081526990204)  --> TIME: 2025-05-11 12:39:26 -- STEP: 262/725 -- GLOBAL_STEP: 338300 | > loss_disc: 2.122626781463623 (2.1997234684820386) | > loss_disc_real_0: 0.12991556525230408 (0.1360158097596114) | > loss_disc_real_1: 0.1934603750705719 (0.19028477967922924) | > loss_disc_real_2: 0.17598138749599457 (0.18879991462667486) | > loss_disc_real_3: 0.19166356325149536 (0.20489325664425626) | > loss_disc_real_4: 0.17139996588230133 (0.1952572841453188) | > loss_disc_real_5: 0.18403290212154388 (0.20738339088572802) | > loss_0: 2.122626781463623 (2.1997234684820386) | > grad_norm_0: tensor(17.2101, device='cuda:0') (tensor(20.6626, device='cuda:0')) | > loss_gen: 2.867077112197876 (2.7748391710164886) | > loss_kl: 1.7662345170974731 (1.72748736843808) | > loss_feat: 8.767769813537598 (8.336407211900665) | > loss_mel: 13.589903831481934 (13.034699279843396) | > loss_duration: 1.669995665550232 (1.6703416595932181) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.660982131958008 (27.5437746994368) | > grad_norm_1: tensor(250.1829, device='cuda:0') (tensor(371.0046, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8747 (0.8463814385974681) | > loader_time: 0.0104 (0.00991091928409256)  --> TIME: 2025-05-11 12:40:08 -- STEP: 312/725 -- GLOBAL_STEP: 338350 | > loss_disc: 2.293405294418335 (2.19910920659701) | > loss_disc_real_0: 0.1317662000656128 (0.13598134681486934) | > loss_disc_real_1: 0.15851832926273346 (0.19006477081431797) | > loss_disc_real_2: 0.178379088640213 (0.1890278419431967) | > loss_disc_real_3: 0.20799943804740906 (0.20473158053862753) | > loss_disc_real_4: 0.2065582275390625 (0.1951583235596235) | > loss_disc_real_5: 0.24562150239944458 (0.20771702374212245) | > loss_0: 2.293405294418335 (2.19910920659701) | > grad_norm_0: tensor(29.1249, device='cuda:0') (tensor(20.7313, device='cuda:0')) | > loss_gen: 2.56453537940979 (2.7718762694261008) | > loss_kl: 1.8203352689743042 (1.7255969326465557) | > loss_feat: 7.119391441345215 (8.328176342524012) | > loss_mel: 11.677083969116211 (13.003639743878292) | > loss_duration: 1.6659138202667236 (1.669314096753414) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.847259521484375 (27.498603398983295) | > grad_norm_1: tensor(205.7407, device='cuda:0') (tensor(368.5609, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8357 (0.8453900615374247) | > loader_time: 0.0103 (0.009926893008060943)  --> TIME: 2025-05-11 12:40:51 -- STEP: 362/725 -- GLOBAL_STEP: 338400 | > loss_disc: 2.150625705718994 (2.199175076590059) | > loss_disc_real_0: 0.15287995338439941 (0.1355281184679566) | > loss_disc_real_1: 0.205638125538826 (0.1900131372704032) | > loss_disc_real_2: 0.18023118376731873 (0.18875476355710738) | > loss_disc_real_3: 0.18960979580879211 (0.2047470375813174) | > loss_disc_real_4: 0.19019939005374908 (0.19532480914125128) | > loss_disc_real_5: 0.18893834948539734 (0.20870062301336723) | > loss_0: 2.150625705718994 (2.199175076590059) | > grad_norm_0: tensor(37.9013, device='cuda:0') (tensor(20.4580, device='cuda:0')) | > loss_gen: 2.8800549507141113 (2.7713218400491515) | > loss_kl: 1.8669403791427612 (1.7302559235477974) | > loss_feat: 9.444751739501953 (8.34569240406731) | > loss_mel: 13.471846580505371 (13.02167924069568) | > loss_duration: 1.5882158279418945 (1.6681538774163684) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.251808166503906 (27.537103305205456) | > grad_norm_1: tensor(522.9578, device='cuda:0') (tensor(368.0448, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8461 (0.8451495730415892) | > loader_time: 0.0096 (0.009915750329665723)  --> TIME: 2025-05-11 12:41:34 -- STEP: 412/725 -- GLOBAL_STEP: 338450 | > loss_disc: 2.1866540908813477 (2.1988186853603273) | > loss_disc_real_0: 0.17848503589630127 (0.13573906404300803) | > loss_disc_real_1: 0.2162335216999054 (0.19008044844258182) | > loss_disc_real_2: 0.17845118045806885 (0.18815026110381752) | > loss_disc_real_3: 0.18249845504760742 (0.2049234146342695) | > loss_disc_real_4: 0.20749671757221222 (0.19515889289888363) | > loss_disc_real_5: 0.19351623952388763 (0.2086386266119271) | > loss_0: 2.1866540908813477 (2.1988186853603273) | > grad_norm_0: tensor(29.3238, device='cuda:0') (tensor(20.8403, device='cuda:0')) | > loss_gen: 2.773723602294922 (2.7725974159333298) | > loss_kl: 1.7615009546279907 (1.7337248629157982) | > loss_feat: 8.097050666809082 (8.334681600042916) | > loss_mel: 12.407885551452637 (13.010508984037973) | > loss_duration: 1.68619966506958 (1.6685892265398525) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.726360321044922 (27.520102135186058) | > grad_norm_1: tensor(494.5800, device='cuda:0') (tensor(373.0889, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8561 (0.8448576961906211) | > loader_time: 0.0096 (0.009885529291282584)  --> TIME: 2025-05-11 12:42:17 -- STEP: 462/725 -- GLOBAL_STEP: 338500 | > loss_disc: 2.2045912742614746 (2.198799344368312) | > loss_disc_real_0: 0.16806869208812714 (0.13560772892007072) | > loss_disc_real_1: 0.18142202496528625 (0.1898746773665086) | > loss_disc_real_2: 0.21241624653339386 (0.18847086528937018) | > loss_disc_real_3: 0.21334250271320343 (0.2046329115892386) | > loss_disc_real_4: 0.2072107195854187 (0.19515767590308086) | > loss_disc_real_5: 0.22682087123394012 (0.20891540474963904) | > loss_0: 2.2045912742614746 (2.198799344368312) | > grad_norm_0: tensor(30.3423, device='cuda:0') (tensor(20.7091, device='cuda:0')) | > loss_gen: 2.735168933868408 (2.7709856435850053) | > loss_kl: 1.7889524698257446 (1.7334853942260082) | > loss_feat: 8.385805130004883 (8.34109463732995) | > loss_mel: 13.340030670166016 (13.022490794524487) | > loss_duration: 1.6833432912826538 (1.6686182349791259) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.93330192565918 (27.536674743090874) | > grad_norm_1: tensor(422.6526, device='cuda:0') (tensor(371.0315, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.7867 (0.8440312033607846) | > loader_time: 0.0099 (0.009874538425759324)  --> TIME: 2025-05-11 12:43:00 -- STEP: 512/725 -- GLOBAL_STEP: 338550 | > loss_disc: 2.180481433868408 (2.2005533359479164) | > loss_disc_real_0: 0.14446714520454407 (0.13579109509009873) | > loss_disc_real_1: 0.1744479537010193 (0.1898819568450563) | > loss_disc_real_2: 0.17455828189849854 (0.18831228328053837) | > loss_disc_real_3: 0.2053631842136383 (0.20492339218617422) | > loss_disc_real_4: 0.15845994651317596 (0.19502911425661296) | > loss_disc_real_5: 0.23263272643089294 (0.2091035034100059) | > loss_0: 2.180481433868408 (2.2005533359479164) | > grad_norm_0: tensor(11.6431, device='cuda:0') (tensor(20.4000, device='cuda:0')) | > loss_gen: 2.8348870277404785 (2.7652637031860636) | > loss_kl: 1.7758442163467407 (1.7333119318354875) | > loss_feat: 8.535332679748535 (8.314274369738985) | > loss_mel: 13.376845359802246 (12.98944091051817) | > loss_duration: 1.6247609853744507 (1.6688827897887677) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.14767074584961 (27.471173755824566) | > grad_norm_1: tensor(121.8476, device='cuda:0') (tensor(365.5128, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8436 (0.8438073499128222) | > loader_time: 0.0105 (0.009904697071760896)  --> TIME: 2025-05-11 12:43:42 -- STEP: 562/725 -- GLOBAL_STEP: 338600 | > loss_disc: 2.177293062210083 (2.1994012104234657) | > loss_disc_real_0: 0.12626218795776367 (0.13583066154045995) | > loss_disc_real_1: 0.17226821184158325 (0.18967973873072244) | > loss_disc_real_2: 0.18392212688922882 (0.18822001960141796) | > loss_disc_real_3: 0.19636483490467072 (0.20487094826969823) | > loss_disc_real_4: 0.19148136675357819 (0.1947614777554821) | > loss_disc_real_5: 0.22621822357177734 (0.20907442884194893) | > loss_0: 2.177293062210083 (2.1994012104234657) | > grad_norm_0: tensor(17.0225, device='cuda:0') (tensor(20.4816, device='cuda:0')) | > loss_gen: 2.8724772930145264 (2.766616915892874) | > loss_kl: 1.8262687921524048 (1.7328945440753922) | > loss_feat: 8.857427597045898 (8.319476310044408) | > loss_mel: 12.318692207336426 (12.994907808473524) | > loss_duration: 1.641830325126648 (1.6687404581236247) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.516695022583008 (27.482636068215154) | > grad_norm_1: tensor(397.8111, device='cuda:0') (tensor(366.1079, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8723 (0.8433473810182347) | > loader_time: 0.0102 (0.009944886923684771)  --> TIME: 2025-05-11 12:44:25 -- STEP: 612/725 -- GLOBAL_STEP: 338650 | > loss_disc: 2.1488771438598633 (2.1998856899395496) | > loss_disc_real_0: 0.09076451510190964 (0.13557914732133647) | > loss_disc_real_1: 0.20617137849330902 (0.18981148823608762) | > loss_disc_real_2: 0.19506774842739105 (0.18816588619370866) | > loss_disc_real_3: 0.2161100059747696 (0.2051772502512715) | > loss_disc_real_4: 0.23151838779449463 (0.19479594898282315) | > loss_disc_real_5: 0.22760194540023804 (0.20906979208386012) | > loss_0: 2.1488771438598633 (2.1998856899395496) | > grad_norm_0: tensor(56.7232, device='cuda:0') (tensor(20.7301, device='cuda:0')) | > loss_gen: 2.7562427520751953 (2.765675221003736) | > loss_kl: 1.6858102083206177 (1.7295993003580306) | > loss_feat: 8.718538284301758 (8.309283078885537) | > loss_mel: 13.979401588439941 (12.990931429894143) | > loss_duration: 1.5958611965179443 (1.6685634555380329) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.735855102539062 (27.464052533791737) | > grad_norm_1: tensor(521.1605, device='cuda:0') (tensor(369.2460, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8168 (0.8431408074167044) | > loader_time: 0.0087 (0.009921579968695545)  --> TIME: 2025-05-11 12:45:07 -- STEP: 662/725 -- GLOBAL_STEP: 338700 | > loss_disc: 2.153444528579712 (2.1996563772060385) | > loss_disc_real_0: 0.08613552898168564 (0.13542294668827173) | > loss_disc_real_1: 0.1786753535270691 (0.18970427572096954) | > loss_disc_real_2: 0.20383286476135254 (0.18822148579575143) | > loss_disc_real_3: 0.23738732933998108 (0.20529007841903293) | > loss_disc_real_4: 0.19830308854579926 (0.19484817776885277) | > loss_disc_real_5: 0.23301810026168823 (0.2090338926165845) | > loss_0: 2.153444528579712 (2.1996563772060385) | > grad_norm_0: tensor(28.8341, device='cuda:0') (tensor(20.9689, device='cuda:0')) | > loss_gen: 2.8258748054504395 (2.7686566413349243) | > loss_kl: 1.7845237255096436 (1.728516523931682) | > loss_feat: 9.435802459716797 (8.30932011272972) | > loss_mel: 14.116668701171875 (12.991289828839264) | > loss_duration: 1.6763348579406738 (1.6689527672223095) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.839202880859375 (27.46673590899234) | > grad_norm_1: tensor(485.1934, device='cuda:0') (tensor(372.1558, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8703 (0.8424105323693547) | > loader_time: 0.0106 (0.009922586539000546)  --> TIME: 2025-05-11 12:45:50 -- STEP: 712/725 -- GLOBAL_STEP: 338750 | > loss_disc: 2.29689884185791 (2.201185469379588) | > loss_disc_real_0: 0.14763131737709045 (0.13540381135607377) | > loss_disc_real_1: 0.20298200845718384 (0.18996536413605303) | > loss_disc_real_2: 0.20594847202301025 (0.1883521992085355) | > loss_disc_real_3: 0.20534364879131317 (0.20523830919704428) | > loss_disc_real_4: 0.21016037464141846 (0.19496887240014718) | > loss_disc_real_5: 0.22776490449905396 (0.20912978842101063) | > loss_0: 2.29689884185791 (2.201185469379588) | > grad_norm_0: tensor(27.2939, device='cuda:0') (tensor(20.9524, device='cuda:0')) | > loss_gen: 2.655611038208008 (2.767406177989552) | > loss_kl: 1.7617768049240112 (1.72868636786268) | > loss_feat: 6.382330894470215 (8.301276944996268) | > loss_mel: 11.48893928527832 (12.99279501197044) | > loss_duration: 1.6595478057861328 (1.668555680285679) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.948205947875977 (27.458720193820053) | > grad_norm_1: tensor(363.0770, device='cuda:0') (tensor(372.3039, device='cuda:0')) | > current_lr_0: 0.00019017395726663222 | > current_lr_1: 0.00019017395726663222 | > step_time: 0.8163 (0.8426232672809219) | > loader_time: 0.0098 (0.00994065236509516)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.164193630218506 (2.164193630218506) | > loss_disc_real_0: 0.12694069743156433 (0.12694069743156433) | > loss_disc_real_1: 0.19308902323246002 (0.19308902323246002) | > loss_disc_real_2: 0.19827231764793396 (0.19827231764793396) | > loss_disc_real_3: 0.18464994430541992 (0.18464994430541992) | > loss_disc_real_4: 0.21369096636772156 (0.21369096636772156) | > loss_disc_real_5: 0.1967143714427948 (0.1967143714427948) | > loss_0: 2.164193630218506 (2.164193630218506) | > loss_gen: 2.711293935775757 (2.711293935775757) | > loss_kl: 2.079181671142578 (2.079181671142578) | > loss_feat: 9.155035018920898 (9.155035018920898) | > loss_mel: 14.179120063781738 (14.179120063781738) | > loss_duration: 1.738568902015686 (1.738568902015686) | > loss_1: 29.863201141357422 (29.863201141357422)  --> STEP: 1 | > loss_disc: 2.221648693084717 (2.221648693084717) | > loss_disc_real_0: 0.11639690399169922 (0.11639690399169922) | > loss_disc_real_1: 0.20645751059055328 (0.20645751059055328) | > loss_disc_real_2: 0.20804575085639954 (0.20804575085639954) | > loss_disc_real_3: 0.20466066896915436 (0.20466066896915436) | > loss_disc_real_4: 0.2098081409931183 (0.2098081409931183) | > loss_disc_real_5: 0.1999659687280655 (0.1999659687280655) | > loss_0: 2.221648693084717 (2.221648693084717) | > loss_gen: 2.5576953887939453 (2.5576953887939453) | > loss_kl: 2.2377028465270996 (2.2377028465270996) | > loss_feat: 7.453996658325195 (7.453996658325195) | > loss_mel: 12.9448881149292 (12.9448881149292) | > loss_duration: 1.8304858207702637 (1.8304858207702637) | > loss_1: 27.024770736694336 (27.024770736694336)  --> STEP: 2 | > loss_disc: 2.23599910736084 (2.2288239002227783) | > loss_disc_real_0: 0.11324093490839005 (0.11481891945004463) | > loss_disc_real_1: 0.18707837164402008 (0.19676794111728668) | > loss_disc_real_2: 0.18680311739444733 (0.19742443412542343) | > loss_disc_real_3: 0.19819854199886322 (0.2014296054840088) | > loss_disc_real_4: 0.19775065779685974 (0.203779399394989) | > loss_disc_real_5: 0.19442103803157806 (0.19719350337982178) | > loss_0: 2.23599910736084 (2.2288239002227783) | > loss_gen: 2.5096421241760254 (2.5336687564849854) | > loss_kl: 1.9153059720993042 (2.076504409313202) | > loss_feat: 8.519842147827148 (7.986919403076172) | > loss_mel: 14.029129028320312 (13.487008571624756) | > loss_duration: 1.875537633895874 (1.8530117273330688) | > loss_1: 28.849456787109375 (27.937113761901855)  --> STEP: 3 | > loss_disc: 2.39654803276062 (2.284731944402059) | > loss_disc_real_0: 0.14083103835582733 (0.1234896257519722) | > loss_disc_real_1: 0.20913922786712646 (0.20089170336723328) | > loss_disc_real_2: 0.218383327126503 (0.20441073179244995) | > loss_disc_real_3: 0.20933043956756592 (0.2040632168451945) | > loss_disc_real_4: 0.1990608423948288 (0.20220654706160227) | > loss_disc_real_5: 0.19446809589862823 (0.19628503421942392) | > loss_0: 2.39654803276062 (2.284731944402059) | > loss_gen: 2.3052730560302734 (2.4575368563334146) | > loss_kl: 1.981464147567749 (2.0448243220647178) | > loss_feat: 6.185117721557617 (7.386318842569987) | > loss_mel: 11.03844928741455 (12.670822143554688) | > loss_duration: 1.848900556564331 (1.851641337076823) | > loss_1: 23.35920524597168 (26.411144256591797)  --> STEP: 4 | > loss_disc: 2.201280355453491 (2.263869047164917) | > loss_disc_real_0: 0.11334921419620514 (0.12095452286303043) | > loss_disc_real_1: 0.20820997655391693 (0.2027212716639042) | > loss_disc_real_2: 0.17171141505241394 (0.19623590260744095) | > loss_disc_real_3: 0.1885325163602829 (0.2001805417239666) | > loss_disc_real_4: 0.2322693020105362 (0.20972223579883575) | > loss_disc_real_5: 0.21410489082336426 (0.200739998370409) | > loss_0: 2.201280355453491 (2.263869047164917) | > loss_gen: 2.6075046062469482 (2.495028793811798) | > loss_kl: 1.7301701307296753 (1.966160774230957) | > loss_feat: 8.766352653503418 (7.731327295303345) | > loss_mel: 13.714406967163086 (12.931718349456787) | > loss_duration: 1.791656494140625 (1.8366451263427734) | > loss_1: 28.610090255737305 (26.960880756378174) --> EVAL PERFORMANCE | > avg_loader_time: 0.3433801531791687 (+0.06290167570114136) | > avg_loss_disc: 2.263869047164917 (-0.09531736373901367) | > avg_loss_disc_real_0: 0.12095452286303043 (-0.034792335703969) | > avg_loss_disc_real_1: 0.2027212716639042 (+0.037763699889183044) | > avg_loss_disc_real_2: 0.19623590260744095 (-0.019159719347953796) | > avg_loss_disc_real_3: 0.2001805417239666 (-0.026710767298936844) | > avg_loss_disc_real_4: 0.20972223579883575 (-0.006070420145988464) | > avg_loss_disc_real_5: 0.200739998370409 (-0.051758237183094025) | > avg_loss_0: 2.263869047164917 (-0.09531736373901367) | > avg_loss_gen: 2.495028793811798 (-0.012495458126068115) | > avg_loss_kl: 1.966160774230957 (-0.03852406144142151) | > avg_loss_feat: 7.731327295303345 (+0.07003176212310791) | > avg_loss_mel: 12.931718349456787 (-0.06890130043029785) | > avg_loss_duration: 1.8366451263427734 (+0.007132381200790405) | > avg_loss_1: 26.960880756378174 (-0.042756080627441406)  > EPOCH: 404/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 12:46:08)   --> TIME: 2025-05-11 12:46:42 -- STEP: 37/725 -- GLOBAL_STEP: 338800 | > loss_disc: 2.0910141468048096 (2.244827180295378) | > loss_disc_real_0: 0.11215406656265259 (0.14294416256047585) | > loss_disc_real_1: 0.15576709806919098 (0.1934142604067519) | > loss_disc_real_2: 0.17551162838935852 (0.1903709052382289) | > loss_disc_real_3: 0.1652279943227768 (0.21050035510514234) | > loss_disc_real_4: 0.1840486228466034 (0.19907531383875254) | > loss_disc_real_5: 0.2118156999349594 (0.2125369290242324) | > loss_0: 2.0910141468048096 (2.244827180295378) | > grad_norm_0: tensor(11.1588, device='cuda:0') (tensor(21.7998, device='cuda:0')) | > loss_gen: 2.891230821609497 (2.7335788301519455) | > loss_kl: 1.6887476444244385 (1.7340402087649784) | > loss_feat: 9.805559158325195 (8.023209455850962) | > loss_mel: 13.790644645690918 (12.667403324230298) | > loss_duration: 1.6842422485351562 (1.6664162229847264) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.860424041748047 (26.82464785189242) | > grad_norm_1: tensor(336.2549, device='cuda:0') (tensor(400.1636, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8448 (0.8501690593925683) | > loader_time: 0.0098 (0.00993554012195484)  --> TIME: 2025-05-11 12:47:25 -- STEP: 87/725 -- GLOBAL_STEP: 338850 | > loss_disc: 2.242921829223633 (2.219886535885691) | > loss_disc_real_0: 0.13555453717708588 (0.13874092809427746) | > loss_disc_real_1: 0.17250700294971466 (0.19310798658721748) | > loss_disc_real_2: 0.20175594091415405 (0.18956315620192163) | > loss_disc_real_3: 0.20863349735736847 (0.20672061268625588) | > loss_disc_real_4: 0.20293858647346497 (0.19678238188398295) | > loss_disc_real_5: 0.22812367975711823 (0.20966550005578447) | > loss_0: 2.242921829223633 (2.219886535885691) | > grad_norm_0: tensor(17.9942, device='cuda:0') (tensor(19.7591, device='cuda:0')) | > loss_gen: 2.7825450897216797 (2.7341751284982974) | > loss_kl: 1.7423887252807617 (1.733730967017426) | > loss_feat: 8.871379852294922 (8.116532468247687) | > loss_mel: 13.131893157958984 (12.76061743155293) | > loss_duration: 1.6407802104949951 (1.6672457881357479) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.168987274169922 (27.01230169712812) | > grad_norm_1: tensor(450.6386, device='cuda:0') (tensor(353.3637, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8289 (0.8495786984761556) | > loader_time: 0.0094 (0.00996353708464524)  --> TIME: 2025-05-11 12:48:09 -- STEP: 137/725 -- GLOBAL_STEP: 338900 | > loss_disc: 2.234828472137451 (2.215580183224087) | > loss_disc_real_0: 0.16198457777500153 (0.13769715350039688) | > loss_disc_real_1: 0.16829054057598114 (0.19266203045845032) | > loss_disc_real_2: 0.16174408793449402 (0.1890626332185564) | > loss_disc_real_3: 0.19909249246120453 (0.2064700318078925) | > loss_disc_real_4: 0.19537775218486786 (0.1962490926911361) | > loss_disc_real_5: 0.22755658626556396 (0.20939773310274973) | > loss_0: 2.234828472137451 (2.215580183224087) | > grad_norm_0: tensor(34.0367, device='cuda:0') (tensor(19.6561, device='cuda:0')) | > loss_gen: 2.647691249847412 (2.7422312437182796) | > loss_kl: 1.8028960227966309 (1.715940453710347) | > loss_feat: 8.175252914428711 (8.135701889539291) | > loss_mel: 12.342432975769043 (12.8305911948211) | > loss_duration: 1.6660093069076538 (1.6680406662669496) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.63428497314453 (27.09250543413371) | > grad_norm_1: tensor(439.8270, device='cuda:0') (tensor(354.1953, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8162 (0.8488293720857939) | > loader_time: 0.0098 (0.010036739989788863)  --> TIME: 2025-05-11 12:48:52 -- STEP: 187/725 -- GLOBAL_STEP: 338950 | > loss_disc: 2.3321268558502197 (2.212382506559239) | > loss_disc_real_0: 0.1616702526807785 (0.1385312595549115) | > loss_disc_real_1: 0.20377860963344574 (0.19184357007557057) | > loss_disc_real_2: 0.1919233649969101 (0.1890939799222079) | > loss_disc_real_3: 0.20128180086612701 (0.2061253047403805) | > loss_disc_real_4: 0.2174571305513382 (0.19563517843019515) | > loss_disc_real_5: 0.22131246328353882 (0.2081151566403435) | > loss_0: 2.3321268558502197 (2.212382506559239) | > grad_norm_0: tensor(18.6713, device='cuda:0') (tensor(20.8401, device='cuda:0')) | > loss_gen: 2.4562768936157227 (2.752941185140356) | > loss_kl: 1.8138281106948853 (1.7179491182062077) | > loss_feat: 6.772981643676758 (8.189264154689202) | > loss_mel: 11.325157165527344 (12.87189915090959) | > loss_duration: 1.6968088150024414 (1.6694707538992326) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.065052032470703 (27.201524418305585) | > grad_norm_1: tensor(378.1516, device='cuda:0') (tensor(362.7873, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8558 (0.8477312524050953) | > loader_time: 0.0097 (0.0100030287064333)  --> TIME: 2025-05-11 12:49:35 -- STEP: 237/725 -- GLOBAL_STEP: 339000 | > loss_disc: 2.230741500854492 (2.212584842609453) | > loss_disc_real_0: 0.12571120262145996 (0.13806126386178708) | > loss_disc_real_1: 0.1922408789396286 (0.19140052185531406) | > loss_disc_real_2: 0.16975446045398712 (0.18888037881267722) | > loss_disc_real_3: 0.2231072634458542 (0.20631850840924662) | > loss_disc_real_4: 0.19039344787597656 (0.1954099491301468) | > loss_disc_real_5: 0.2408527433872223 (0.20883876078993963) | > loss_0: 2.230741500854492 (2.212584842609453) | > grad_norm_0: tensor(19.6539, device='cuda:0') (tensor(19.4980, device='cuda:0')) | > loss_gen: 2.8250861167907715 (2.742642536445007) | > loss_kl: 1.8067342042922974 (1.7186716025388693) | > loss_feat: 7.4775896072387695 (8.155673755372122) | > loss_mel: 11.909467697143555 (12.828108143705862) | > loss_duration: 1.6356158256530762 (1.6687982238294705) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.65449333190918 (27.113894337843238) | > grad_norm_1: tensor(421.2989, device='cuda:0') (tensor(330.0127, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8295 (0.8488552107589658) | > loader_time: 0.0097 (0.010083571768008202) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_339000.pth  --> TIME: 2025-05-11 12:50:21 -- STEP: 287/725 -- GLOBAL_STEP: 339050 | > loss_disc: 2.2616519927978516 (2.2136526647760473) | > loss_disc_real_0: 0.11455591022968292 (0.13737397207408014) | > loss_disc_real_1: 0.2212262898683548 (0.19133997280215556) | > loss_disc_real_2: 0.1844591349363327 (0.1894165767609865) | > loss_disc_real_3: 0.2125406414270401 (0.20605851258135005) | > loss_disc_real_4: 0.19816666841506958 (0.19579631064203967) | > loss_disc_real_5: 0.17594803869724274 (0.20929338785621762) | > loss_0: 2.2616519927978516 (2.2136526647760473) | > grad_norm_0: tensor(44.5194, device='cuda:0') (tensor(19.9007, device='cuda:0')) | > loss_gen: 2.721043348312378 (2.7440670234401066) | > loss_kl: 1.6507664918899536 (1.7214849207044058) | > loss_feat: 7.82682991027832 (8.164274199083708) | > loss_mel: 11.767417907714844 (12.848082210128734) | > loss_duration: 1.6679099798202515 (1.668560982581215) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.63396644592285 (27.146469395335128) | > grad_norm_1: tensor(516.6345, device='cuda:0') (tensor(340.2676, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.7979 (0.8483576076786692) | > loader_time: 0.0092 (0.010122575826345832)  --> TIME: 2025-05-11 12:51:04 -- STEP: 337/725 -- GLOBAL_STEP: 339100 | > loss_disc: 2.1671793460845947 (2.2153561228460656) | > loss_disc_real_0: 0.1482246369123459 (0.1388097437048879) | > loss_disc_real_1: 0.20528005063533783 (0.19136142270855097) | > loss_disc_real_2: 0.19507642090320587 (0.1894973409901033) | > loss_disc_real_3: 0.1737985759973526 (0.20583370120129166) | > loss_disc_real_4: 0.19634348154067993 (0.19568083340230244) | > loss_disc_real_5: 0.20051631331443787 (0.20920487066581628) | > loss_0: 2.1671793460845947 (2.2153561228460656) | > grad_norm_0: tensor(24.3412, device='cuda:0') (tensor(20.3352, device='cuda:0')) | > loss_gen: 2.7435543537139893 (2.744629348420957) | > loss_kl: 1.6804414987564087 (1.7221674614914795) | > loss_feat: 7.716525554656982 (8.157299483211533) | > loss_mel: 12.651912689208984 (12.84182873394794) | > loss_duration: 1.64486825466156 (1.6681668118128794) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.43730354309082 (27.134091878149558) | > grad_norm_1: tensor(326.4128, device='cuda:0') (tensor(344.3438, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8718 (0.8476667510295834) | > loader_time: 0.0097 (0.010036602925829785)  --> TIME: 2025-05-11 12:51:47 -- STEP: 387/725 -- GLOBAL_STEP: 339150 | > loss_disc: 2.293415069580078 (2.213712999370979) | > loss_disc_real_0: 0.14712980389595032 (0.13875477990130744) | > loss_disc_real_1: 0.19731177389621735 (0.19108986130672523) | > loss_disc_real_2: 0.22372190654277802 (0.1893542862523742) | > loss_disc_real_3: 0.22540044784545898 (0.20583615569489247) | > loss_disc_real_4: 0.19528920948505402 (0.195310092134069) | > loss_disc_real_5: 0.2514559030532837 (0.20942825517913172) | > loss_0: 2.293415069580078 (2.213712999370979) | > grad_norm_0: tensor(12.6866, device='cuda:0') (tensor(19.9331, device='cuda:0')) | > loss_gen: 2.5875794887542725 (2.743647035086187) | > loss_kl: 1.761563777923584 (1.72197505361966) | > loss_feat: 7.334174633026123 (8.157331466674806) | > loss_mel: 11.75663948059082 (12.858624645597871) | > loss_duration: 1.7418304681777954 (1.6683091220929644) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.18178939819336 (27.149887380673903) | > grad_norm_1: tensor(349.7009, device='cuda:0') (tensor(340.6726, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8542 (0.8476387536494923) | > loader_time: 0.0094 (0.010017788687417666)  --> TIME: 2025-05-11 12:52:30 -- STEP: 437/725 -- GLOBAL_STEP: 339200 | > loss_disc: 2.2293052673339844 (2.2128433283733835) | > loss_disc_real_0: 0.1401379406452179 (0.13896514412262895) | > loss_disc_real_1: 0.19731712341308594 (0.1908042958044624) | > loss_disc_real_2: 0.2075345814228058 (0.18910062374457615) | > loss_disc_real_3: 0.2451966404914856 (0.20594777995443447) | > loss_disc_real_4: 0.18742580711841583 (0.19541504713163213) | > loss_disc_real_5: 0.2662706971168518 (0.20929291060096342) | > loss_0: 2.2293052673339844 (2.2128433283733835) | > grad_norm_0: tensor(33.3373, device='cuda:0') (tensor(20.1761, device='cuda:0')) | > loss_gen: 2.771515130996704 (2.74612974029384) | > loss_kl: 1.6615749597549438 (1.7210681803984822) | > loss_feat: 7.955676555633545 (8.169369444421562) | > loss_mel: 13.426249504089355 (12.863117970918358) | > loss_duration: 1.6381504535675049 (1.6680559631888874) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.453166961669922 (27.167741339048476) | > grad_norm_1: tensor(449.0309, device='cuda:0') (tensor(344.9597, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8821 (0.8468992922889832) | > loader_time: 0.0098 (0.009986338408096969)  --> TIME: 2025-05-11 12:53:12 -- STEP: 487/725 -- GLOBAL_STEP: 339250 | > loss_disc: 2.193094253540039 (2.2131894915010903) | > loss_disc_real_0: 0.11763016134500504 (0.1385034387147158) | > loss_disc_real_1: 0.18198160827159882 (0.1906811584559799) | > loss_disc_real_2: 0.17522217333316803 (0.18904122517461405) | > loss_disc_real_3: 0.2040606141090393 (0.20597335436138522) | > loss_disc_real_4: 0.18536914885044098 (0.19539923415169325) | > loss_disc_real_5: 0.1959715336561203 (0.20919186803961684) | > loss_0: 2.193094253540039 (2.2131894915010903) | > grad_norm_0: tensor(17.1258, device='cuda:0') (tensor(20.3375, device='cuda:0')) | > loss_gen: 2.718850612640381 (2.7459545502672458) | > loss_kl: 1.6932780742645264 (1.7132561468735363) | > loss_feat: 7.593308448791504 (8.173608763261996) | > loss_mel: 12.359078407287598 (12.887228932468801) | > loss_duration: 1.6384632587432861 (1.6683514424173251) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.002979278564453 (27.188399861235883) | > grad_norm_1: tensor(134.1739, device='cuda:0') (tensor(346.1253, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8142 (0.8465769095097724) | > loader_time: 0.01 (0.009980413213647604)  --> TIME: 2025-05-11 12:53:55 -- STEP: 537/725 -- GLOBAL_STEP: 339300 | > loss_disc: 2.316619634628296 (2.2135885731911986) | > loss_disc_real_0: 0.15417586266994476 (0.1383692483995214) | > loss_disc_real_1: 0.16792818903923035 (0.19079653055752233) | > loss_disc_real_2: 0.19127540290355682 (0.18890578828377433) | > loss_disc_real_3: 0.23339737951755524 (0.20599139907728578) | > loss_disc_real_4: 0.19287081062793732 (0.19543170532145748) | > loss_disc_real_5: 0.23320534825325012 (0.20939602032720045) | > loss_0: 2.316619634628296 (2.2135885731911986) | > grad_norm_0: tensor(8.2403, device='cuda:0') (tensor(20.1074, device='cuda:0')) | > loss_gen: 2.7072904109954834 (2.7444137288205455) | > loss_kl: 1.7842934131622314 (1.712303821601015) | > loss_feat: 7.636600017547607 (8.173233544582324) | > loss_mel: 12.251852989196777 (12.896807784252774) | > loss_duration: 1.6904067993164062 (1.668964514297258) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.070444107055664 (27.195723414643076) | > grad_norm_1: tensor(342.8012, device='cuda:0') (tensor(344.9353, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8428 (0.8464862789743661) | > loader_time: 0.0095 (0.00994537884518642)  --> TIME: 2025-05-11 12:54:39 -- STEP: 587/725 -- GLOBAL_STEP: 339350 | > loss_disc: 2.122335433959961 (2.2118515093038202) | > loss_disc_real_0: 0.17473658919334412 (0.13809249744301558) | > loss_disc_real_1: 0.19147175550460815 (0.19069432798500155) | > loss_disc_real_2: 0.16887998580932617 (0.18899384483669643) | > loss_disc_real_3: 0.22144447267055511 (0.20590871349104012) | > loss_disc_real_4: 0.19963914155960083 (0.1954317364518036) | > loss_disc_real_5: 0.2275167852640152 (0.20909873435505408) | > loss_0: 2.122335433959961 (2.2118515093038202) | > grad_norm_0: tensor(28.1657, device='cuda:0') (tensor(20.3920, device='cuda:0')) | > loss_gen: 2.8900623321533203 (2.748637813116461) | > loss_kl: 1.738682746887207 (1.7158480222627286) | > loss_feat: 8.791158676147461 (8.18762889875059) | > loss_mel: 14.147649765014648 (12.912542322019096) | > loss_duration: 1.64777672290802 (1.6684991287819568) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.215330123901367 (27.233156217220895) | > grad_norm_1: tensor(552.8356, device='cuda:0') (tensor(351.4164, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8543 (0.8465973847566308) | > loader_time: 0.0092 (0.00991933756020852)  --> TIME: 2025-05-11 12:55:22 -- STEP: 637/725 -- GLOBAL_STEP: 339400 | > loss_disc: 2.089785575866699 (2.2103415929728447) | > loss_disc_real_0: 0.09402008354663849 (0.13777092004449254) | > loss_disc_real_1: 0.2224489152431488 (0.1908772664972152) | > loss_disc_real_2: 0.20047031342983246 (0.18895649336851567) | > loss_disc_real_3: 0.1984163224697113 (0.20557856875555108) | > loss_disc_real_4: 0.18031787872314453 (0.19531618987372368) | > loss_disc_real_5: 0.19315612316131592 (0.20878021451798115) | > loss_0: 2.089785575866699 (2.2103415929728447) | > grad_norm_0: tensor(14.0892, device='cuda:0') (tensor(20.6123, device='cuda:0')) | > loss_gen: 3.075132131576538 (2.7523570345185426) | > loss_kl: 1.874014973640442 (1.7168539012058557) | > loss_feat: 9.063560485839844 (8.207557004512397) | > loss_mel: 14.320808410644531 (12.930209474249194) | > loss_duration: 1.6311962604522705 (1.6682720837450844) | > amp_scaler: 256.0 (128.6028257456829) | > loss_1: 29.96471405029297 (27.275249544080786) | > grad_norm_1: tensor(440.6528, device='cuda:0') (tensor(356.6364, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8515 (0.8469107461686786) | > loader_time: 0.0111 (0.009907719853160135)  --> TIME: 2025-05-11 12:56:05 -- STEP: 687/725 -- GLOBAL_STEP: 339450 | > loss_disc: 2.339871644973755 (2.2100583040731623) | > loss_disc_real_0: 0.13864681124687195 (0.13779533677226077) | > loss_disc_real_1: 0.2037450671195984 (0.19088192221205655) | > loss_disc_real_2: 0.20596621930599213 (0.18916436930063701) | > loss_disc_real_3: 0.20275911688804626 (0.2055384321287383) | > loss_disc_real_4: 0.1987108737230301 (0.19525080290250194) | > loss_disc_real_5: 0.21112468838691711 (0.20840833716777735) | > loss_0: 2.339871644973755 (2.2100583040731623) | > grad_norm_0: tensor(23.7327, device='cuda:0') (tensor(20.7668, device='cuda:0')) | > loss_gen: 2.4513981342315674 (2.756175530529439) | > loss_kl: 1.6462455987930298 (1.7171484551228458) | > loss_feat: 6.974896430969238 (8.222306023865652) | > loss_mel: 11.386905670166016 (12.95030685907888) | > loss_duration: 1.664851427078247 (1.668096494119413) | > amp_scaler: 256.0 (137.87481804949053) | > loss_1: 24.124300003051758 (27.314033400023337) | > grad_norm_1: tensor(375.6980, device='cuda:0') (tensor(361.5891, device='cuda:0')) | > current_lr_0: 0.00019015018552197388 | > current_lr_1: 0.00019015018552197388 | > step_time: 0.8553 (0.8465694156102564) | > loader_time: 0.0098 (0.009900596638086743)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1901323795318604 (2.1901323795318604) | > loss_disc_real_0: 0.13786359131336212 (0.13786359131336212) | > loss_disc_real_1: 0.22700518369674683 (0.22700518369674683) | > loss_disc_real_2: 0.1711319535970688 (0.1711319535970688) | > loss_disc_real_3: 0.26811012625694275 (0.26811012625694275) | > loss_disc_real_4: 0.24035577476024628 (0.24035577476024628) | > loss_disc_real_5: 0.236919105052948 (0.236919105052948) | > loss_0: 2.1901323795318604 (2.1901323795318604) | > loss_gen: 3.0413882732391357 (3.0413882732391357) | > loss_kl: 2.2315492630004883 (2.2315492630004883) | > loss_feat: 9.289999961853027 (9.289999961853027) | > loss_mel: 14.246964454650879 (14.246964454650879) | > loss_duration: 1.7389099597930908 (1.7389099597930908) | > loss_1: 30.548810958862305 (30.548810958862305)  --> STEP: 1 | > loss_disc: 2.3403921127319336 (2.3403921127319336) | > loss_disc_real_0: 0.13448671996593475 (0.13448671996593475) | > loss_disc_real_1: 0.2587974965572357 (0.2587974965572357) | > loss_disc_real_2: 0.186300590634346 (0.186300590634346) | > loss_disc_real_3: 0.26188215613365173 (0.26188215613365173) | > loss_disc_real_4: 0.24413977563381195 (0.24413977563381195) | > loss_disc_real_5: 0.2361852079629898 (0.2361852079629898) | > loss_0: 2.3403921127319336 (2.3403921127319336) | > loss_gen: 2.7201898097991943 (2.7201898097991943) | > loss_kl: 2.170494556427002 (2.170494556427002) | > loss_feat: 7.918173313140869 (7.918173313140869) | > loss_mel: 13.10881519317627 (13.10881519317627) | > loss_duration: 1.8266019821166992 (1.8266019821166992) | > loss_1: 27.744274139404297 (27.744274139404297)  --> STEP: 2 | > loss_disc: 2.2453548908233643 (2.292873501777649) | > loss_disc_real_0: 0.12662571668624878 (0.13055621832609177) | > loss_disc_real_1: 0.2408149540424347 (0.2498062252998352) | > loss_disc_real_2: 0.1716272085905075 (0.17896389961242676) | > loss_disc_real_3: 0.2664610743522644 (0.26417161524295807) | > loss_disc_real_4: 0.2317328304052353 (0.23793630301952362) | > loss_disc_real_5: 0.23486530780792236 (0.23552525788545609) | > loss_0: 2.2453548908233643 (2.292873501777649) | > loss_gen: 2.8749661445617676 (2.797577977180481) | > loss_kl: 2.2138662338256836 (2.1921803951263428) | > loss_feat: 8.04560375213623 (7.98188853263855) | > loss_mel: 13.451276779174805 (13.280045986175537) | > loss_duration: 1.8640203475952148 (1.845311164855957) | > loss_1: 28.44973373413086 (28.097003936767578)  --> STEP: 3 | > loss_disc: 2.3627469539642334 (2.3161646525065103) | > loss_disc_real_0: 0.13274338841438293 (0.1312852750221888) | > loss_disc_real_1: 0.26421061158180237 (0.2546076873938243) | > loss_disc_real_2: 0.17282289266586304 (0.17691689729690552) | > loss_disc_real_3: 0.25144433975219727 (0.25992919007937115) | > loss_disc_real_4: 0.2300642430782318 (0.23531228303909302) | > loss_disc_real_5: 0.22708497941493988 (0.23271183172861734) | > loss_0: 2.3627469539642334 (2.3161646525065103) | > loss_gen: 2.5819315910339355 (2.725695848464966) | > loss_kl: 2.1293575763702393 (2.171239455540975) | > loss_feat: 7.236222743988037 (7.733333269755046) | > loss_mel: 12.05216121673584 (12.87075106302897) | > loss_duration: 1.833942174911499 (1.8415215015411377) | > loss_1: 25.833616256713867 (27.342541376749676)  --> STEP: 4 | > loss_disc: 2.241474151611328 (2.297492027282715) | > loss_disc_real_0: 0.13913588225841522 (0.13324792683124542) | > loss_disc_real_1: 0.26621636748313904 (0.25750985741615295) | > loss_disc_real_2: 0.16525645554065704 (0.1740017868578434) | > loss_disc_real_3: 0.23835740983486176 (0.2545362450182438) | > loss_disc_real_4: 0.2087491899728775 (0.22867150977253914) | > loss_disc_real_5: 0.19753295183181763 (0.22391711175441742) | > loss_0: 2.241474151611328 (2.297492027282715) | > loss_gen: 2.686087131500244 (2.7157936692237854) | > loss_kl: 2.142167091369629 (2.1639713644981384) | > loss_feat: 9.084864616394043 (8.071216106414795) | > loss_mel: 11.865309715270996 (12.619390726089478) | > loss_duration: 1.7823561429977417 (1.8267301619052887) | > loss_1: 27.5607852935791 (27.39710235595703) --> EVAL PERFORMANCE | > avg_loader_time: 0.27838051319122314 (-0.06499963998794556) | > avg_loss_disc: 2.297492027282715 (+0.03362298011779785) | > avg_loss_disc_real_0: 0.13324792683124542 (+0.012293403968214989) | > avg_loss_disc_real_1: 0.25750985741615295 (+0.054788585752248764) | > avg_loss_disc_real_2: 0.1740017868578434 (-0.02223411574959755) | > avg_loss_disc_real_3: 0.2545362450182438 (+0.05435570329427719) | > avg_loss_disc_real_4: 0.22867150977253914 (+0.018949273973703384) | > avg_loss_disc_real_5: 0.22391711175441742 (+0.023177113384008408) | > avg_loss_0: 2.297492027282715 (+0.03362298011779785) | > avg_loss_gen: 2.7157936692237854 (+0.2207648754119873) | > avg_loss_kl: 2.1639713644981384 (+0.1978105902671814) | > avg_loss_feat: 8.071216106414795 (+0.3398888111114502) | > avg_loss_mel: 12.619390726089478 (-0.31232762336730957) | > avg_loss_duration: 1.8267301619052887 (-0.009914964437484741) | > avg_loss_1: 27.39710235595703 (+0.4362215995788574)  > EPOCH: 405/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 12:56:43)   --> TIME: 2025-05-11 12:56:56 -- STEP: 12/725 -- GLOBAL_STEP: 339500 | > loss_disc: 2.2870702743530273 (2.19622395435969) | > loss_disc_real_0: 0.13557815551757812 (0.13315006531774998) | > loss_disc_real_1: 0.210451140999794 (0.19736408442258835) | > loss_disc_real_2: 0.2173546850681305 (0.1895215411980947) | > loss_disc_real_3: 0.21399173140525818 (0.2034329722325007) | > loss_disc_real_4: 0.1747591644525528 (0.1898815097908179) | > loss_disc_real_5: 0.19476181268692017 (0.20392479871710142) | > loss_0: 2.2870702743530273 (2.19622395435969) | > grad_norm_0: tensor(14.5274, device='cuda:0') (tensor(25.8778, device='cuda:0')) | > loss_gen: 2.556375503540039 (2.728114664554596) | > loss_kl: 1.867753505706787 (1.8116553326447804) | > loss_feat: 6.796648025512695 (8.178965250651041) | > loss_mel: 10.159185409545898 (12.911651849746704) | > loss_duration: 1.692300796508789 (1.6708236237366993) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.072263717651367 (27.30121072133382) | > grad_norm_1: tensor(393.4786, device='cuda:0') (tensor(412.1852, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8395 (0.8327849904696146) | > loader_time: 0.0092 (0.010255396366119385)  --> TIME: 2025-05-11 12:57:40 -- STEP: 62/725 -- GLOBAL_STEP: 339550 | > loss_disc: 2.3406834602355957 (2.197749637788343) | > loss_disc_real_0: 0.12622907757759094 (0.13656569548672243) | > loss_disc_real_1: 0.18457521498203278 (0.19070882350206375) | > loss_disc_real_2: 0.19443431496620178 (0.18712873420407697) | > loss_disc_real_3: 0.21115991473197937 (0.20297962667480593) | > loss_disc_real_4: 0.14990615844726562 (0.1930978932688313) | > loss_disc_real_5: 0.18838588893413544 (0.20876010555413463) | > loss_0: 2.3406834602355957 (2.197749637788343) | > grad_norm_0: tensor(20.1197, device='cuda:0') (tensor(22.6528, device='cuda:0')) | > loss_gen: 2.4358370304107666 (2.741235848396055) | > loss_kl: 1.7636889219284058 (1.7421281626147609) | > loss_feat: 6.886487007141113 (8.155224031017674) | > loss_mel: 11.276251792907715 (12.813911545661188) | > loss_duration: 1.7110058069229126 (1.6659925637706634) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.073270797729492 (27.118492341810658) | > grad_norm_1: tensor(434.8760, device='cuda:0') (tensor(403.5011, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8324 (0.852518173956102) | > loader_time: 0.0094 (0.010035784013809697)  --> TIME: 2025-05-11 12:58:23 -- STEP: 112/725 -- GLOBAL_STEP: 339600 | > loss_disc: 2.1259233951568604 (2.196505044187819) | > loss_disc_real_0: 0.1417781561613083 (0.13549341101731568) | > loss_disc_real_1: 0.19828346371650696 (0.190651059549834) | > loss_disc_real_2: 0.17434285581111908 (0.1871741775955473) | > loss_disc_real_3: 0.2063882201910019 (0.20471135034625018) | > loss_disc_real_4: 0.1623348742723465 (0.19299687777778932) | > loss_disc_real_5: 0.21658599376678467 (0.20906383650643484) | > loss_0: 2.1259233951568604 (2.196505044187819) | > grad_norm_0: tensor(12.7497, device='cuda:0') (tensor(22.8793, device='cuda:0')) | > loss_gen: 2.8597822189331055 (2.7590996793338225) | > loss_kl: 1.586607575416565 (1.7401654624513216) | > loss_feat: 8.719548225402832 (8.226713572229658) | > loss_mel: 13.755715370178223 (12.938121931893486) | > loss_duration: 1.6608226299285889 (1.6691103588257516) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.582475662231445 (27.333211030278886) | > grad_norm_1: tensor(409.4188, device='cuda:0') (tensor(413.2442, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8442 (0.8525427388293403) | > loader_time: 0.0101 (0.009923781667436873)  --> TIME: 2025-05-11 12:59:06 -- STEP: 162/725 -- GLOBAL_STEP: 339650 | > loss_disc: 2.2609357833862305 (2.198745711350147) | > loss_disc_real_0: 0.09936197102069855 (0.1351071095301044) | > loss_disc_real_1: 0.1944088339805603 (0.19001565836829892) | > loss_disc_real_2: 0.17423278093338013 (0.18689327098337222) | > loss_disc_real_3: 0.2026372104883194 (0.2050362135525102) | > loss_disc_real_4: 0.17544832825660706 (0.19409229459218033) | > loss_disc_real_5: 0.23339641094207764 (0.20908788950354965) | > loss_0: 2.2609357833862305 (2.198745711350147) | > grad_norm_0: tensor(12.9361, device='cuda:0') (tensor(21.7711, device='cuda:0')) | > loss_gen: 2.7060632705688477 (2.7548152870602083) | > loss_kl: 1.804801344871521 (1.733225046116628) | > loss_feat: 8.548590660095215 (8.245538061047778) | > loss_mel: 13.476319313049316 (12.92293287795267) | > loss_duration: 1.6214613914489746 (1.6692224336259158) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.157236099243164 (27.325733738181032) | > grad_norm_1: tensor(445.7719, device='cuda:0') (tensor(394.1400, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8308 (0.8500514207062896) | > loader_time: 0.0095 (0.00991478231218126)  --> TIME: 2025-05-11 12:59:49 -- STEP: 212/725 -- GLOBAL_STEP: 339700 | > loss_disc: 2.2720000743865967 (2.204594147655198) | > loss_disc_real_0: 0.1631663292646408 (0.1366570834421886) | > loss_disc_real_1: 0.20997034013271332 (0.18998640557786198) | > loss_disc_real_2: 0.19242644309997559 (0.1879015232453931) | > loss_disc_real_3: 0.22149871289730072 (0.20553017337367213) | > loss_disc_real_4: 0.1846264749765396 (0.19456754160939518) | > loss_disc_real_5: 0.19096814095973969 (0.20923201015816545) | > loss_0: 2.2720000743865967 (2.204594147655198) | > grad_norm_0: tensor(31.7104, device='cuda:0') (tensor(22.5901, device='cuda:0')) | > loss_gen: 2.6829519271850586 (2.7595997092858804) | > loss_kl: 1.6228314638137817 (1.7382448759843714) | > loss_feat: 7.783541679382324 (8.235035959279761) | > loss_mel: 12.604814529418945 (12.923590754562953) | > loss_duration: 1.7011429071426392 (1.6689562808792546) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.39528465270996 (27.32542763116225) | > grad_norm_1: tensor(210.3748, device='cuda:0') (tensor(398.1356, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8289 (0.8507044585245959) | > loader_time: 0.0094 (0.009935675926928251)  --> TIME: 2025-05-11 13:00:32 -- STEP: 262/725 -- GLOBAL_STEP: 339750 | > loss_disc: 2.1750898361206055 (2.235722526339174) | > loss_disc_real_0: 0.1292736530303955 (0.16515876293068618) | > loss_disc_real_1: 0.1940053403377533 (0.1898091880192283) | > loss_disc_real_2: 0.19504956901073456 (0.18731269843250742) | > loss_disc_real_3: 0.20448531210422516 (0.20559908170963967) | > loss_disc_real_4: 0.18118706345558167 (0.19502909982022434) | > loss_disc_real_5: 0.23490898311138153 (0.21036105011483186) | > loss_0: 2.1750898361206055 (2.235722526339174) | > grad_norm_0: tensor(12.5223, device='cuda:0') (tensor(22.1891, device='cuda:0')) | > loss_gen: 2.8961751461029053 (2.755062550078822) | > loss_kl: 1.7778973579406738 (1.7384445835615838) | > loss_feat: 8.514013290405273 (8.25068230665367) | > loss_mel: 13.853598594665527 (12.931371022726744) | > loss_duration: 1.6511447429656982 (1.6692223662638481) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.692827224731445 (27.34478282200471) | > grad_norm_1: tensor(377.3958, device='cuda:0') (tensor(377.5330, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8892 (0.8495401626324834) | > loader_time: 0.0101 (0.00993343800988816)  --> TIME: 2025-05-11 13:01:15 -- STEP: 312/725 -- GLOBAL_STEP: 339800 | > loss_disc: 2.282238483428955 (2.2362676415687948) | > loss_disc_real_0: 0.1353159099817276 (0.1645733129997284) | > loss_disc_real_1: 0.18030692636966705 (0.18977430954766572) | > loss_disc_real_2: 0.17526693642139435 (0.18716330253160915) | > loss_disc_real_3: 0.2174249291419983 (0.2054324002029039) | > loss_disc_real_4: 0.2094319760799408 (0.19458383450714437) | > loss_disc_real_5: 0.21533378958702087 (0.2104382693576507) | > loss_0: 2.282238483428955 (2.2362676415687948) | > grad_norm_0: tensor(13.0902, device='cuda:0') (tensor(20.6590, device='cuda:0')) | > loss_gen: 2.6273043155670166 (2.744026048061176) | > loss_kl: 1.8290117979049683 (1.7417288055786717) | > loss_feat: 7.390538215637207 (8.207020614391723) | > loss_mel: 11.457731246948242 (12.891897060932259) | > loss_duration: 1.660004734992981 (1.6679260390691264) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.964590072631836 (27.252598554660114) | > grad_norm_1: tensor(216.3337, device='cuda:0') (tensor(343.6694, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8439 (0.8494107685027978) | > loader_time: 0.0096 (0.009914153661483372)  --> TIME: 2025-05-11 13:01:59 -- STEP: 362/725 -- GLOBAL_STEP: 339850 | > loss_disc: 2.1457934379577637 (2.231806428392947) | > loss_disc_real_0: 0.1360294073820114 (0.16159952787980855) | > loss_disc_real_1: 0.2037307769060135 (0.18958709829420015) | > loss_disc_real_2: 0.20249851047992706 (0.18715658067668992) | > loss_disc_real_3: 0.2274816781282425 (0.2051536288132983) | > loss_disc_real_4: 0.17167465388774872 (0.19452261352571992) | > loss_disc_real_5: 0.1880287230014801 (0.2102451242136033) | > loss_0: 2.1457934379577637 (2.231806428392947) | > grad_norm_0: tensor(9.4788, device='cuda:0') (tensor(19.2853, device='cuda:0')) | > loss_gen: 2.9740872383117676 (2.743090855482532) | > loss_kl: 1.6777594089508057 (1.7406721009733923) | > loss_feat: 9.090719223022461 (8.220883602595467) | > loss_mel: 13.63430118560791 (12.89891075692783) | > loss_duration: 1.605082392692566 (1.6667718116749712) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.98194694519043 (27.27032914872986) | > grad_norm_1: tensor(124.0079, device='cuda:0') (tensor(314.0660, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8501 (0.850628690166368) | > loader_time: 0.0097 (0.009924522420978014)  --> TIME: 2025-05-11 13:02:43 -- STEP: 412/725 -- GLOBAL_STEP: 339900 | > loss_disc: 2.2254457473754883 (2.2279763453215042) | > loss_disc_real_0: 0.1382705569267273 (0.15867694487198464) | > loss_disc_real_1: 0.20741960406303406 (0.1899648433894787) | > loss_disc_real_2: 0.2373545616865158 (0.18732676528466552) | > loss_disc_real_3: 0.23468242585659027 (0.20518332162817698) | > loss_disc_real_4: 0.22311662137508392 (0.19426348403964228) | > loss_disc_real_5: 0.18892453610897064 (0.20995885386918356) | > loss_0: 2.2254457473754883 (2.2279763453215042) | > grad_norm_0: tensor(19.3983, device='cuda:0') (tensor(18.5796, device='cuda:0')) | > loss_gen: 2.915761947631836 (2.7450979213112756) | > loss_kl: 1.7679754495620728 (1.741606727387141) | > loss_feat: 9.213085174560547 (8.229408390313676) | > loss_mel: 13.864832878112793 (12.904888833610759) | > loss_duration: 1.671265959739685 (1.6670795887419319) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.43292236328125 (27.28808148393353) | > grad_norm_1: tensor(157.3450, device='cuda:0') (tensor(302.6141, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8614 (0.8517568626450104) | > loader_time: 0.0099 (0.009945662276258737)  --> TIME: 2025-05-11 13:03:26 -- STEP: 462/725 -- GLOBAL_STEP: 339950 | > loss_disc: 2.2404565811157227 (2.2257384175345982) | > loss_disc_real_0: 0.1937255859375 (0.1567482714625922) | > loss_disc_real_1: 0.20550452172756195 (0.1900070979868695) | > loss_disc_real_2: 0.21254505217075348 (0.18747146066391102) | > loss_disc_real_3: 0.22051902115345 (0.2051352728561405) | > loss_disc_real_4: 0.18390433490276337 (0.1943593770588115) | > loss_disc_real_5: 0.18719062209129333 (0.20960103149537918) | > loss_0: 2.2404565811157227 (2.2257384175345982) | > grad_norm_0: tensor(21.1466, device='cuda:0') (tensor(18.5870, device='cuda:0')) | > loss_gen: 2.720747947692871 (2.7454528369944837) | > loss_kl: 1.696161150932312 (1.7402709085187869) | > loss_feat: 7.823091506958008 (8.231773303184678) | > loss_mel: 12.30278491973877 (12.902701115711428) | > loss_duration: 1.6752839088439941 (1.6670201093087462) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.218069076538086 (27.287218312680462) | > grad_norm_1: tensor(404.4027, device='cuda:0') (tensor(297.7141, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8158 (0.8521836794816054) | > loader_time: 0.0102 (0.009966417308493602)  --> TIME: 2025-05-11 13:04:10 -- STEP: 512/725 -- GLOBAL_STEP: 340000 | > loss_disc: 2.208573818206787 (2.2244616188108894) | > loss_disc_real_0: 0.13080552220344543 (0.15456734159670305) | > loss_disc_real_1: 0.1804286688566208 (0.19001721538370475) | > loss_disc_real_2: 0.20368143916130066 (0.18755208243965166) | > loss_disc_real_3: 0.19134990870952606 (0.2052828439045697) | > loss_disc_real_4: 0.18462926149368286 (0.19449746905593202) | > loss_disc_real_5: 0.2365405410528183 (0.20980808764579706) | > loss_0: 2.208573818206787 (2.2244616188108894) | > grad_norm_0: tensor(36.0937, device='cuda:0') (tensor(18.6507, device='cuda:0')) | > loss_gen: 2.8630380630493164 (2.7443688954226664) | > loss_kl: 1.5794222354888916 (1.7369032464921472) | > loss_feat: 9.12483024597168 (8.217626933008432) | > loss_mel: 13.344688415527344 (12.89282818324864) | > loss_duration: 1.615507960319519 (1.667592149460688) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.52748680114746 (27.259319432079792) | > grad_norm_1: tensor(408.2543, device='cuda:0') (tensor(299.6192, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8651 (0.8524365574121475) | > loader_time: 0.0096 (0.009998038411140435) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_340000.pth  --> TIME: 2025-05-11 13:04:56 -- STEP: 562/725 -- GLOBAL_STEP: 340050 | > loss_disc: 2.133101224899292 (2.221847484544501) | > loss_disc_real_0: 0.13312450051307678 (0.15302811959407084) | > loss_disc_real_1: 0.18219022452831268 (0.19001901491787088) | > loss_disc_real_2: 0.19327412545681 (0.18748638304315) | > loss_disc_real_3: 0.15069998800754547 (0.20530892359722552) | > loss_disc_real_4: 0.16637428104877472 (0.19428592904394631) | > loss_disc_real_5: 0.167391836643219 (0.2095317514447555) | > loss_0: 2.133101224899292 (2.221847484544501) | > grad_norm_0: tensor(28.5185, device='cuda:0') (tensor(19.1237, device='cuda:0')) | > loss_gen: 2.8581674098968506 (2.747565003900764) | > loss_kl: 1.7562413215637207 (1.7376276814640628) | > loss_feat: 8.80186939239502 (8.236854212988314) | > loss_mel: 12.570320129394531 (12.914182520421797) | > loss_duration: 1.6359739303588867 (1.6674170984067953) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.622573852539062 (27.30364655260515) | > grad_norm_1: tensor(270.2446, device='cuda:0') (tensor(304.8096, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.9142 (0.852798418642363) | > loader_time: 0.0095 (0.010002806941809595)  --> TIME: 2025-05-11 13:05:40 -- STEP: 612/725 -- GLOBAL_STEP: 340100 | > loss_disc: 2.1581735610961914 (2.221521202255697) | > loss_disc_real_0: 0.1227918490767479 (0.15191632841585895) | > loss_disc_real_1: 0.1879194974899292 (0.1902989756827262) | > loss_disc_real_2: 0.18347330391407013 (0.1876236053025409) | > loss_disc_real_3: 0.22085797786712646 (0.20535504002294508) | > loss_disc_real_4: 0.22742532193660736 (0.19426889586098064) | > loss_disc_real_5: 0.18892109394073486 (0.20965870579375936) | > loss_0: 2.1581735610961914 (2.221521202255697) | > grad_norm_0: tensor(25.7312, device='cuda:0') (tensor(19.1939, device='cuda:0')) | > loss_gen: 2.7142117023468018 (2.747205108598944) | > loss_kl: 1.5632721185684204 (1.7356974523441464) | > loss_feat: 8.035528182983398 (8.234927595051285) | > loss_mel: 12.82706356048584 (12.921256691801773) | > loss_duration: 1.5968000888824463 (1.6669200800992308) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.73687744140625 (27.306006964515255) | > grad_norm_1: tensor(481.8438, device='cuda:0') (tensor(307.8694, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8201 (0.8538326110715184) | > loader_time: 0.0085 (0.010035969073476347)  --> TIME: 2025-05-11 13:06:23 -- STEP: 662/725 -- GLOBAL_STEP: 340150 | > loss_disc: 2.342754364013672 (2.2206971854241595) | > loss_disc_real_0: 0.18652331829071045 (0.15080068080356823) | > loss_disc_real_1: 0.1955559104681015 (0.19010206435742355) | > loss_disc_real_2: 0.23048913478851318 (0.18782309276189665) | > loss_disc_real_3: 0.22065596282482147 (0.20546962671949784) | > loss_disc_real_4: 0.22028028964996338 (0.19440355590823202) | > loss_disc_real_5: 0.22039280831813812 (0.20966239870044756) | > loss_0: 2.342754364013672 (2.2206971854241595) | > grad_norm_0: tensor(27.1850, device='cuda:0') (tensor(19.1756, device='cuda:0')) | > loss_gen: 2.600689649581909 (2.74811386269745) | > loss_kl: 1.6362102031707764 (1.7363686295074279) | > loss_feat: 7.081175327301025 (8.234727475578334) | > loss_mel: 11.69852066040039 (12.923544686366421) | > loss_duration: 1.6848167181015015 (1.6674946836474445) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.7014102935791 (27.310249345900445) | > grad_norm_1: tensor(413.6676, device='cuda:0') (tensor(308.4665, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8614 (0.8531996843677997) | > loader_time: 0.0099 (0.010040745274177849)  --> TIME: 2025-05-11 13:07:06 -- STEP: 712/725 -- GLOBAL_STEP: 340200 | > loss_disc: 2.2635722160339355 (2.219448045398413) | > loss_disc_real_0: 0.137984037399292 (0.14987630572881572) | > loss_disc_real_1: 0.19208066165447235 (0.19000006743361456) | > loss_disc_real_2: 0.19518202543258667 (0.1879631290316914) | > loss_disc_real_3: 0.19248875975608826 (0.20541777321545596) | > loss_disc_real_4: 0.20977270603179932 (0.19454931262671285) | > loss_disc_real_5: 0.19183571636676788 (0.20945126268217398) | > loss_0: 2.2635722160339355 (2.219448045398413) | > grad_norm_0: tensor(28.0025, device='cuda:0') (tensor(19.4362, device='cuda:0')) | > loss_gen: 2.7428975105285645 (2.750464781616509) | > loss_kl: 1.7374026775360107 (1.7366500619087326) | > loss_feat: 7.519812107086182 (8.243021638205889) | > loss_mel: 11.827486038208008 (12.93953247284621) | > loss_duration: 1.673553705215454 (1.6672587148594058) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.50115203857422 (27.33692768718421) | > grad_norm_1: tensor(517.3561, device='cuda:0') (tensor(312.1175, device='cuda:0')) | > current_lr_0: 0.00019012641674878364 | > current_lr_1: 0.00019012641674878364 | > step_time: 0.8254 (0.8529457088266869) | > loader_time: 0.0095 (0.01002505421638489)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2673234939575195 (2.2673234939575195) | > loss_disc_real_0: 0.13035891950130463 (0.13035891950130463) | > loss_disc_real_1: 0.16693070530891418 (0.16693070530891418) | > loss_disc_real_2: 0.2229209542274475 (0.2229209542274475) | > loss_disc_real_3: 0.19148243963718414 (0.19148243963718414) | > loss_disc_real_4: 0.25109899044036865 (0.25109899044036865) | > loss_disc_real_5: 0.19320857524871826 (0.19320857524871826) | > loss_0: 2.2673234939575195 (2.2673234939575195) | > loss_gen: 2.550231456756592 (2.550231456756592) | > loss_kl: 2.17764949798584 (2.17764949798584) | > loss_feat: 8.909345626831055 (8.909345626831055) | > loss_mel: 14.432058334350586 (14.432058334350586) | > loss_duration: 1.7229814529418945 (1.7229814529418945) | > loss_1: 29.792266845703125 (29.792266845703125)  --> STEP: 1 | > loss_disc: 2.308835744857788 (2.308835744857788) | > loss_disc_real_0: 0.14355579018592834 (0.14355579018592834) | > loss_disc_real_1: 0.184181347489357 (0.184181347489357) | > loss_disc_real_2: 0.2315167486667633 (0.2315167486667633) | > loss_disc_real_3: 0.21426120400428772 (0.21426120400428772) | > loss_disc_real_4: 0.25287362933158875 (0.25287362933158875) | > loss_disc_real_5: 0.22241449356079102 (0.22241449356079102) | > loss_0: 2.308835744857788 (2.308835744857788) | > loss_gen: 2.71040940284729 (2.71040940284729) | > loss_kl: 2.3079514503479004 (2.3079514503479004) | > loss_feat: 8.27935791015625 (8.27935791015625) | > loss_mel: 13.877182006835938 (13.877182006835938) | > loss_duration: 1.8328256607055664 (1.8328256607055664) | > loss_1: 29.00772476196289 (29.00772476196289)  --> STEP: 2 | > loss_disc: 2.3097872734069824 (2.3093115091323853) | > loss_disc_real_0: 0.1454957127571106 (0.14452575147151947) | > loss_disc_real_1: 0.18583343923091888 (0.18500739336013794) | > loss_disc_real_2: 0.2067980319261551 (0.2191573902964592) | > loss_disc_real_3: 0.21031801402568817 (0.21228960901498795) | > loss_disc_real_4: 0.2547832131385803 (0.25382842123508453) | > loss_disc_real_5: 0.20397892594337463 (0.21319670975208282) | > loss_0: 2.3097872734069824 (2.3093115091323853) | > loss_gen: 2.524038791656494 (2.617224097251892) | > loss_kl: 2.014907121658325 (2.161429286003113) | > loss_feat: 7.45233154296875 (7.8658447265625) | > loss_mel: 13.97220516204834 (13.924693584442139) | > loss_duration: 1.868686556816101 (1.8507561087608337) | > loss_1: 27.832168579101562 (28.419946670532227)  --> STEP: 3 | > loss_disc: 2.4065651893615723 (2.3417294025421143) | > loss_disc_real_0: 0.14725159108638763 (0.14543436467647552) | > loss_disc_real_1: 0.19169120490550995 (0.18723533054192862) | > loss_disc_real_2: 0.22216974198818207 (0.22016150752703348) | > loss_disc_real_3: 0.2087879478931427 (0.21112238864103952) | > loss_disc_real_4: 0.2531987428665161 (0.2536185284455617) | > loss_disc_real_5: 0.23164410889148712 (0.21934584279855093) | > loss_0: 2.4065651893615723 (2.3417294025421143) | > loss_gen: 2.4486913681030273 (2.561046520868937) | > loss_kl: 1.947383999824524 (2.0900808572769165) | > loss_feat: 6.454343795776367 (7.395344416300456) | > loss_mel: 12.424192428588867 (13.424526532491049) | > loss_duration: 1.8194456100463867 (1.840319275856018) | > loss_1: 25.094058990478516 (27.311317443847656)  --> STEP: 4 | > loss_disc: 2.4498612880706787 (2.3687623739242554) | > loss_disc_real_0: 0.16849812865257263 (0.1512003056704998) | > loss_disc_real_1: 0.18340326845645905 (0.18627731502056122) | > loss_disc_real_2: 0.2319948375225067 (0.2231198400259018) | > loss_disc_real_3: 0.19357238709926605 (0.20673488825559616) | > loss_disc_real_4: 0.24732021987438202 (0.2520439513027668) | > loss_disc_real_5: 0.252094030380249 (0.22753288969397545) | > loss_0: 2.4498612880706787 (2.3687623739242554) | > loss_gen: 2.441918134689331 (2.5312644243240356) | > loss_kl: 2.0078086853027344 (2.069512814283371) | > loss_feat: 8.593583106994629 (7.694904088973999) | > loss_mel: 14.507495880126953 (13.695268869400024) | > loss_duration: 1.790887713432312 (1.8279613852500916) | > loss_1: 29.341691970825195 (27.81891107559204) --> EVAL PERFORMANCE | > avg_loader_time: 0.2865222692489624 (+0.008141756057739258) | > avg_loss_disc: 2.3687623739242554 (+0.07127034664154053) | > avg_loss_disc_real_0: 0.1512003056704998 (+0.01795237883925438) | > avg_loss_disc_real_1: 0.18627731502056122 (-0.07123254239559174) | > avg_loss_disc_real_2: 0.2231198400259018 (+0.049118053168058395) | > avg_loss_disc_real_3: 0.20673488825559616 (-0.04780135676264763) | > avg_loss_disc_real_4: 0.2520439513027668 (+0.02337244153022766) | > avg_loss_disc_real_5: 0.22753288969397545 (+0.003615777939558029) | > avg_loss_0: 2.3687623739242554 (+0.07127034664154053) | > avg_loss_gen: 2.5312644243240356 (-0.18452924489974976) | > avg_loss_kl: 2.069512814283371 (-0.09445855021476746) | > avg_loss_feat: 7.694904088973999 (-0.3763120174407959) | > avg_loss_mel: 13.695268869400024 (+1.0758781433105469) | > avg_loss_duration: 1.8279613852500916 (+0.0012312233448028564) | > avg_loss_1: 27.81891107559204 (+0.42180871963500977)  > EPOCH: 406/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 13:07:23)   --> TIME: 2025-05-11 13:07:57 -- STEP: 37/725 -- GLOBAL_STEP: 340250 | > loss_disc: 2.155247449874878 (2.23975361360086) | > loss_disc_real_0: 0.08632130175828934 (0.1373079235892038) | > loss_disc_real_1: 0.1892990916967392 (0.19630852381925326) | > loss_disc_real_2: 0.18760499358177185 (0.1905924524809863) | > loss_disc_real_3: 0.1733904927968979 (0.20710139177940984) | > loss_disc_real_4: 0.1737368255853653 (0.2005053013563156) | > loss_disc_real_5: 0.1731320023536682 (0.2105358432273607) | > loss_0: 2.155247449874878 (2.23975361360086) | > grad_norm_0: tensor(16.5781, device='cuda:0') (tensor(23.4986, device='cuda:0')) | > loss_gen: 2.879122734069824 (2.7415268034548377) | > loss_kl: 1.6406224966049194 (1.719068981505729) | > loss_feat: 8.972692489624023 (7.949098135973956) | > loss_mel: 13.318760871887207 (12.639800612990921) | > loss_duration: 1.665178656578064 (1.663308700999698) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.476377487182617 (26.712802938512855) | > grad_norm_1: tensor(251.4326, device='cuda:0') (tensor(373.2270, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8689 (0.851376926576769) | > loader_time: 0.0098 (0.00996886072932063)  --> TIME: 2025-05-11 13:08:41 -- STEP: 87/725 -- GLOBAL_STEP: 340300 | > loss_disc: 2.2036631107330322 (2.21573549851604) | > loss_disc_real_0: 0.11531062424182892 (0.13680471993725876) | > loss_disc_real_1: 0.18284614384174347 (0.19404872172865376) | > loss_disc_real_2: 0.19517652690410614 (0.18830207349925204) | > loss_disc_real_3: 0.1936761438846588 (0.20472572829531527) | > loss_disc_real_4: 0.21535424888134003 (0.19622651204980648) | > loss_disc_real_5: 0.21405446529388428 (0.21046887577950268) | > loss_0: 2.2036631107330322 (2.21573549851604) | > grad_norm_0: tensor(23.2136, device='cuda:0') (tensor(22.0422, device='cuda:0')) | > loss_gen: 2.6210711002349854 (2.7567279996543106) | > loss_kl: 1.6765514612197876 (1.705906434990894) | > loss_feat: 7.530884265899658 (8.147734532411064) | > loss_mel: 12.078450202941895 (12.861209277448983) | > loss_duration: 1.6361459493637085 (1.6650138805652488) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.543102264404297 (27.136592053818976) | > grad_norm_1: tensor(490.9884, device='cuda:0') (tensor(379.1215, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8325 (0.8512660443097696) | > loader_time: 0.0097 (0.009936179237804193)  --> TIME: 2025-05-11 13:09:24 -- STEP: 137/725 -- GLOBAL_STEP: 340350 | > loss_disc: 2.140432834625244 (2.2108720340867984) | > loss_disc_real_0: 0.1142069548368454 (0.1376228709399266) | > loss_disc_real_1: 0.18198446929454803 (0.1925512087823701) | > loss_disc_real_2: 0.17900350689888 (0.1880460108501198) | > loss_disc_real_3: 0.2059326469898224 (0.20475100502915625) | > loss_disc_real_4: 0.21643368899822235 (0.19537945363643394) | > loss_disc_real_5: 0.17453333735466003 (0.20896180126353772) | > loss_0: 2.140432834625244 (2.2108720340867984) | > grad_norm_0: tensor(8.9133, device='cuda:0') (tensor(22.0481, device='cuda:0')) | > loss_gen: 2.990408420562744 (2.7618049496281762) | > loss_kl: 1.87920343875885 (1.705420166906649) | > loss_feat: 8.649969100952148 (8.193824026706439) | > loss_mel: 12.481730461120605 (12.8872323210222) | > loss_duration: 1.635841727256775 (1.6662251087870912) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.63715171813965 (27.214506553037324) | > grad_norm_1: tensor(107.0762, device='cuda:0') (tensor(377.4416, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8202 (0.8514826141134666) | > loader_time: 0.0088 (0.009949581466452048)  --> TIME: 2025-05-11 13:10:07 -- STEP: 187/725 -- GLOBAL_STEP: 340400 | > loss_disc: 2.273491621017456 (2.2107208438098125) | > loss_disc_real_0: 0.16565120220184326 (0.1381356027674548) | > loss_disc_real_1: 0.1941603571176529 (0.1919467751195724) | > loss_disc_real_2: 0.17308661341667175 (0.1887075980716847) | > loss_disc_real_3: 0.18527160584926605 (0.20502556932163749) | > loss_disc_real_4: 0.21169808506965637 (0.19513930683148736) | > loss_disc_real_5: 0.2297145575284958 (0.2092597385778784) | > loss_0: 2.273491621017456 (2.2107208438098125) | > grad_norm_0: tensor(23.1063, device='cuda:0') (tensor(21.6072, device='cuda:0')) | > loss_gen: 2.62616229057312 (2.7594228759806434) | > loss_kl: 1.8121041059494019 (1.7068073386177023) | > loss_feat: 8.446211814880371 (8.211307788277692) | > loss_mel: 13.348392486572266 (12.90697633263899) | > loss_duration: 1.6808099746704102 (1.6677812682116095) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.913681030273438 (27.25229559097698) | > grad_norm_1: tensor(467.9370, device='cuda:0') (tensor(374.9330, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.855 (0.8496475653214888) | > loader_time: 0.0099 (0.009863603561319772)  --> TIME: 2025-05-11 13:10:51 -- STEP: 237/725 -- GLOBAL_STEP: 340450 | > loss_disc: 2.1697943210601807 (2.207930078989342) | > loss_disc_real_0: 0.12155872583389282 (0.1377345064206969) | > loss_disc_real_1: 0.2132626622915268 (0.19137410938991273) | > loss_disc_real_2: 0.17825821042060852 (0.18825085360541113) | > loss_disc_real_3: 0.22517314553260803 (0.20471388164451856) | > loss_disc_real_4: 0.1890018880367279 (0.1950707614170348) | > loss_disc_real_5: 0.21729440987110138 (0.2089262509773552) | > loss_0: 2.1697943210601807 (2.207930078989342) | > grad_norm_0: tensor(16.6085, device='cuda:0') (tensor(21.2380, device='cuda:0')) | > loss_gen: 2.8937370777130127 (2.7620062174173357) | > loss_kl: 2.008678913116455 (1.7043869480302063) | > loss_feat: 8.365726470947266 (8.249477720461817) | > loss_mel: 13.928232192993164 (12.951164507161716) | > loss_duration: 1.6363954544067383 (1.6675161329502797) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.83277130126953 (27.334551493326824) | > grad_norm_1: tensor(327.0652, device='cuda:0') (tensor(369.1447, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.817 (0.8517408491689947) | > loader_time: 0.0101 (0.009804383611880274)  --> TIME: 2025-05-11 13:11:33 -- STEP: 287/725 -- GLOBAL_STEP: 340500 | > loss_disc: 2.141266345977783 (2.204111660399087) | > loss_disc_real_0: 0.08901043236255646 (0.1371240867139571) | > loss_disc_real_1: 0.18531900644302368 (0.1911553247776596) | > loss_disc_real_2: 0.19616620242595673 (0.188052623737149) | > loss_disc_real_3: 0.17920736968517303 (0.2047699860683302) | > loss_disc_real_4: 0.20383524894714355 (0.1945831253345835) | > loss_disc_real_5: 0.17978282272815704 (0.2081194484690756) | > loss_0: 2.141266345977783 (2.204111660399087) | > grad_norm_0: tensor(33.0589, device='cuda:0') (tensor(21.3574, device='cuda:0')) | > loss_gen: 2.9526994228363037 (2.765584204670445) | > loss_kl: 1.7325835227966309 (1.7047050784273845) | > loss_feat: 8.605436325073242 (8.262117206427282) | > loss_mel: 13.897247314453125 (12.963554943895504) | > loss_duration: 1.6807754039764404 (1.6678023815985752) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.868741989135742 (27.363763829141543) | > grad_norm_1: tensor(599.3312, device='cuda:0') (tensor(370.2580, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8016 (0.8504965189026621) | > loader_time: 0.01 (0.00978710177883454)  --> TIME: 2025-05-11 13:12:17 -- STEP: 337/725 -- GLOBAL_STEP: 340550 | > loss_disc: 2.2719027996063232 (2.207492661051651) | > loss_disc_real_0: 0.13635683059692383 (0.1376946211657114) | > loss_disc_real_1: 0.18765531480312347 (0.191193101844731) | > loss_disc_real_2: 0.21126753091812134 (0.1884293384208876) | > loss_disc_real_3: 0.21201194822788239 (0.20502798179667497) | > loss_disc_real_4: 0.20636020600795746 (0.19523752925127125) | > loss_disc_real_5: 0.25066226720809937 (0.20796186143106807) | > loss_0: 2.2719027996063232 (2.207492661051651) | > grad_norm_0: tensor(16.9966, device='cuda:0') (tensor(21.6670, device='cuda:0')) | > loss_gen: 2.647670030593872 (2.760659443518528) | > loss_kl: 1.7532929182052612 (1.7024947012213643) | > loss_feat: 7.393306255340576 (8.226319134765985) | > loss_mel: 11.702948570251465 (12.91854204126919) | > loss_duration: 1.6444395780563354 (1.6675275479296898) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.141658782958984 (27.275542884622908) | > grad_norm_1: tensor(361.4263, device='cuda:0') (tensor(371.1228, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8756 (0.8502183873151103) | > loader_time: 0.0095 (0.009725832443916477)  --> TIME: 2025-05-11 13:13:00 -- STEP: 387/725 -- GLOBAL_STEP: 340600 | > loss_disc: 2.210390090942383 (2.206817385146167) | > loss_disc_real_0: 0.12155728787183762 (0.13739133574241819) | > loss_disc_real_1: 0.2004803568124771 (0.19107910332291625) | > loss_disc_real_2: 0.20593217015266418 (0.1884719054443275) | > loss_disc_real_3: 0.25439614057540894 (0.20522368916861464) | > loss_disc_real_4: 0.17445193231105804 (0.19500395285990813) | > loss_disc_real_5: 0.24870432913303375 (0.20830414769569416) | > loss_0: 2.210390090942383 (2.206817385146167) | > grad_norm_0: tensor(30.5651, device='cuda:0') (tensor(21.3094, device='cuda:0')) | > loss_gen: 2.7042813301086426 (2.758540259467232) | > loss_kl: 1.754675030708313 (1.7106778812654875) | > loss_feat: 7.900330543518066 (8.223456061163617) | > loss_mel: 13.149247169494629 (12.917398058474838) | > loss_duration: 1.7592006921768188 (1.6676742679388945) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.26773452758789 (27.277746560345633) | > grad_norm_1: tensor(568.7965, device='cuda:0') (tensor(369.4421, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8534 (0.8502639818561168) | > loader_time: 0.0104 (0.009730793092910018)  --> TIME: 2025-05-11 13:13:43 -- STEP: 437/725 -- GLOBAL_STEP: 340650 | > loss_disc: 2.2105064392089844 (2.2069799248086497) | > loss_disc_real_0: 0.15693849325180054 (0.13718660798102847) | > loss_disc_real_1: 0.17849133908748627 (0.19104913732961878) | > loss_disc_real_2: 0.20730295777320862 (0.18861442684990856) | > loss_disc_real_3: 0.2191344052553177 (0.20511795355335252) | > loss_disc_real_4: 0.1800161451101303 (0.1952725061017261) | > loss_disc_real_5: 0.24162369966506958 (0.20822423682878438) | > loss_0: 2.2105064392089844 (2.2069799248086497) | > grad_norm_0: tensor(29.6950, device='cuda:0') (tensor(21.1626, device='cuda:0')) | > loss_gen: 2.7676966190338135 (2.7590060474125155) | > loss_kl: 1.8589038848876953 (1.7114549935273229) | > loss_feat: 7.950460910797119 (8.228163802105453) | > loss_mel: 12.928650856018066 (12.921740695595473) | > loss_duration: 1.6434352397918701 (1.6676763094262617) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.149145126342773 (27.28804185461398) | > grad_norm_1: tensor(435.0979, device='cuda:0') (tensor(369.0977, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8841 (0.8499272857159715) | > loader_time: 0.0096 (0.009710878201971342)  --> TIME: 2025-05-11 13:14:26 -- STEP: 487/725 -- GLOBAL_STEP: 340700 | > loss_disc: 2.1878719329833984 (2.209441570041114) | > loss_disc_real_0: 0.13213111460208893 (0.13748456556082278) | > loss_disc_real_1: 0.17032277584075928 (0.19099953929746422) | > loss_disc_real_2: 0.1940060704946518 (0.18874785698781996) | > loss_disc_real_3: 0.2088470309972763 (0.20499582714123893) | > loss_disc_real_4: 0.18300016224384308 (0.19552823628855437) | > loss_disc_real_5: 0.1998521387577057 (0.2083310431645881) | > loss_0: 2.1878719329833984 (2.209441570041114) | > grad_norm_0: tensor(24.8587, device='cuda:0') (tensor(21.1863, device='cuda:0')) | > loss_gen: 2.773935079574585 (2.7544328902046793) | > loss_kl: 1.6385471820831299 (1.707082361166482) | > loss_feat: 7.887618541717529 (8.207819475530355) | > loss_mel: 13.008819580078125 (12.91081537407282) | > loss_duration: 1.6429164409637451 (1.6679710431265389) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.95183563232422 (27.248121148017397) | > grad_norm_1: tensor(272.4397, device='cuda:0') (tensor(370.9943, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8104 (0.8497865185355747) | > loader_time: 0.0099 (0.009733919245506463)  --> TIME: 2025-05-11 13:15:09 -- STEP: 537/725 -- GLOBAL_STEP: 340750 | > loss_disc: 2.2776074409484863 (2.208613184133276) | > loss_disc_real_0: 0.16652484238147736 (0.13756016013342592) | > loss_disc_real_1: 0.18796570599079132 (0.1908947378396988) | > loss_disc_real_2: 0.20095261931419373 (0.18894979823900987) | > loss_disc_real_3: 0.22300468385219574 (0.20471913504866912) | > loss_disc_real_4: 0.20457783341407776 (0.1953960902697547) | > loss_disc_real_5: 0.22864431142807007 (0.20834275264313765) | > loss_0: 2.2776074409484863 (2.208613184133276) | > grad_norm_0: tensor(26.3147, device='cuda:0') (tensor(21.2123, device='cuda:0')) | > loss_gen: 2.6362030506134033 (2.7573625810541484) | > loss_kl: 1.6653313636779785 (1.7038097084123551) | > loss_feat: 7.556667327880859 (8.210121518850775) | > loss_mel: 13.023637771606445 (12.925845085797588) | > loss_duration: 1.6745588779449463 (1.6681219057441867) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.556398391723633 (27.265260781655765) | > grad_norm_1: tensor(536.8899, device='cuda:0') (tensor(373.9319, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8437 (0.8492864949743174) | > loader_time: 0.0091 (0.009755057773554574)  --> TIME: 2025-05-11 13:15:52 -- STEP: 587/725 -- GLOBAL_STEP: 340800 | > loss_disc: 2.2745838165283203 (2.2072129976607253) | > loss_disc_real_0: 0.14866793155670166 (0.13718497029662757) | > loss_disc_real_1: 0.20347405970096588 (0.19088969413933604) | > loss_disc_real_2: 0.19344297051429749 (0.18884546508984013) | > loss_disc_real_3: 0.20601485669612885 (0.2045857920811163) | > loss_disc_real_4: 0.2026709020137787 (0.1950802122460111) | > loss_disc_real_5: 0.2297728955745697 (0.208265362697728) | > loss_0: 2.2745838165283203 (2.2072129976607253) | > grad_norm_0: tensor(20.1729, device='cuda:0') (tensor(21.0994, device='cuda:0')) | > loss_gen: 2.7436373233795166 (2.757799103881472) | > loss_kl: 1.8192527294158936 (1.703304071036474) | > loss_feat: 7.713622570037842 (8.217687904123963) | > loss_mel: 12.72350788116455 (12.92719758145854) | > loss_duration: 1.660091757774353 (1.667790247390786) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.660110473632812 (27.273778892660072) | > grad_norm_1: tensor(132.3951, device='cuda:0') (tensor(371.7351, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8452 (0.849479264660629) | > loader_time: 0.0093 (0.009739288479546679)  --> TIME: 2025-05-11 13:16:35 -- STEP: 637/725 -- GLOBAL_STEP: 340850 | > loss_disc: 2.095381259918213 (2.2076264157587158) | > loss_disc_real_0: 0.1391271948814392 (0.13713434349096382) | > loss_disc_real_1: 0.15750668942928314 (0.19101097557570915) | > loss_disc_real_2: 0.17095409333705902 (0.18895135076023528) | > loss_disc_real_3: 0.21139651536941528 (0.20467645570846313) | > loss_disc_real_4: 0.2033611238002777 (0.1951411201076194) | > loss_disc_real_5: 0.20677998661994934 (0.20829313586420692) | > loss_0: 2.095381259918213 (2.2076264157587158) | > grad_norm_0: tensor(29.5937, device='cuda:0') (tensor(20.7628, device='cuda:0')) | > loss_gen: 2.916675090789795 (2.75659349237918) | > loss_kl: 1.8269476890563965 (1.7042008978979932) | > loss_feat: 9.351364135742188 (8.211769657194901) | > loss_mel: 13.89073371887207 (12.91959323613573) | > loss_duration: 1.6532156467437744 (1.6675202376801321) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.63893699645996 (27.259677533639294) | > grad_norm_1: tensor(102.0679, device='cuda:0') (tensor(364.7917, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8447 (0.8492319774777399) | > loader_time: 0.0097 (0.009731744484774176)  --> TIME: 2025-05-11 13:17:18 -- STEP: 687/725 -- GLOBAL_STEP: 340900 | > loss_disc: 2.2371559143066406 (2.209067179646552) | > loss_disc_real_0: 0.15986154973506927 (0.13759314948814952) | > loss_disc_real_1: 0.21214862167835236 (0.1912000051752449) | > loss_disc_real_2: 0.1967126429080963 (0.18904147497778195) | > loss_disc_real_3: 0.22149859368801117 (0.20461957618659224) | > loss_disc_real_4: 0.1956804394721985 (0.19524674907088121) | > loss_disc_real_5: 0.21184051036834717 (0.20830258228199278) | > loss_0: 2.2371559143066406 (2.209067179646552) | > grad_norm_0: tensor(38.1410, device='cuda:0') (tensor(20.9084, device='cuda:0')) | > loss_gen: 2.676732301712036 (2.7555295872722967) | > loss_kl: 1.642466425895691 (1.7065072498640816) | > loss_feat: 8.365546226501465 (8.203745410952514) | > loss_mel: 12.952845573425293 (12.913504245152819) | > loss_duration: 1.6672213077545166 (1.6675189978170597) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.304811477661133 (27.246805493661594) | > grad_norm_1: tensor(468.0100, device='cuda:0') (tensor(362.9180, device='cuda:0')) | > current_lr_0: 0.00019010265094669004 | > current_lr_1: 0.00019010265094669004 | > step_time: 0.8681 (0.8484598986446598) | > loader_time: 0.0092 (0.009736246764226077)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3076114654541016 (2.3076114654541016) | > loss_disc_real_0: 0.24183234572410583 (0.24183234572410583) | > loss_disc_real_1: 0.16901424527168274 (0.16901424527168274) | > loss_disc_real_2: 0.24441805481910706 (0.24441805481910706) | > loss_disc_real_3: 0.24222040176391602 (0.24222040176391602) | > loss_disc_real_4: 0.2494860738515854 (0.2494860738515854) | > loss_disc_real_5: 0.2411939799785614 (0.2411939799785614) | > loss_0: 2.3076114654541016 (2.3076114654541016) | > loss_gen: 3.008195638656616 (3.008195638656616) | > loss_kl: 1.9434982538223267 (1.9434982538223267) | > loss_feat: 8.327860832214355 (8.327860832214355) | > loss_mel: 13.626806259155273 (13.626806259155273) | > loss_duration: 1.7259994745254517 (1.7259994745254517) | > loss_1: 28.632362365722656 (28.632362365722656)  --> STEP: 1 | > loss_disc: 2.357548952102661 (2.357548952102661) | > loss_disc_real_0: 0.23866534233093262 (0.23866534233093262) | > loss_disc_real_1: 0.16972611844539642 (0.16972611844539642) | > loss_disc_real_2: 0.2361501157283783 (0.2361501157283783) | > loss_disc_real_3: 0.25378650426864624 (0.25378650426864624) | > loss_disc_real_4: 0.24343493580818176 (0.24343493580818176) | > loss_disc_real_5: 0.21895790100097656 (0.21895790100097656) | > loss_0: 2.357548952102661 (2.357548952102661) | > loss_gen: 2.834825277328491 (2.834825277328491) | > loss_kl: 2.0570781230926514 (2.0570781230926514) | > loss_feat: 7.910668849945068 (7.910668849945068) | > loss_mel: 13.575390815734863 (13.575390815734863) | > loss_duration: 1.837490200996399 (1.837490200996399) | > loss_1: 28.215452194213867 (28.215452194213867)  --> STEP: 2 | > loss_disc: 2.4423348903656006 (2.399941921234131) | > loss_disc_real_0: 0.23902660608291626 (0.23884597420692444) | > loss_disc_real_1: 0.17077316343784332 (0.17024964094161987) | > loss_disc_real_2: 0.21763399243354797 (0.22689205408096313) | > loss_disc_real_3: 0.27010998129844666 (0.26194824278354645) | > loss_disc_real_4: 0.2683185338973999 (0.25587673485279083) | > loss_disc_real_5: 0.23995579779148102 (0.2294568493962288) | > loss_0: 2.4423348903656006 (2.399941921234131) | > loss_gen: 2.729046106338501 (2.781935691833496) | > loss_kl: 1.8454629182815552 (1.9512705206871033) | > loss_feat: 7.419417858123779 (7.665043354034424) | > loss_mel: 12.948945045471191 (13.262167930603027) | > loss_duration: 1.8645977973937988 (1.8510439991950989) | > loss_1: 26.80746841430664 (27.511460304260254)  --> STEP: 3 | > loss_disc: 2.442075490951538 (2.4139864444732666) | > loss_disc_real_0: 0.23703911900520325 (0.23824368913968405) | > loss_disc_real_1: 0.1866755187511444 (0.1757249335447947) | > loss_disc_real_2: 0.2318742424249649 (0.22855278352896372) | > loss_disc_real_3: 0.2734963595867157 (0.26579761505126953) | > loss_disc_real_4: 0.2654607594013214 (0.259071409702301) | > loss_disc_real_5: 0.2361547201871872 (0.23168947299321493) | > loss_0: 2.442075490951538 (2.4139864444732666) | > loss_gen: 2.7430503368377686 (2.7689739068349204) | > loss_kl: 1.886544942855835 (1.9296953280766804) | > loss_feat: 7.606306076049805 (7.645464261372884) | > loss_mel: 12.744087219238281 (13.089474360148111) | > loss_duration: 1.8384534120559692 (1.846847136815389) | > loss_1: 26.81844139099121 (27.28045399983724)  --> STEP: 4 | > loss_disc: 2.437471389770508 (2.419857680797577) | > loss_disc_real_0: 0.2097862958908081 (0.23112934082746506) | > loss_disc_real_1: 0.1805042177438736 (0.17691975459456444) | > loss_disc_real_2: 0.22562183439731598 (0.2278200462460518) | > loss_disc_real_3: 0.23674945533275604 (0.25853557512164116) | > loss_disc_real_4: 0.253380686044693 (0.257648728787899) | > loss_disc_real_5: 0.2591184675693512 (0.238546721637249) | > loss_0: 2.437471389770508 (2.419857680797577) | > loss_gen: 2.612816333770752 (2.729934513568878) | > loss_kl: 1.8597936630249023 (1.912219911813736) | > loss_feat: 7.995157718658447 (7.732887625694275) | > loss_mel: 11.885993003845215 (12.788604021072388) | > loss_duration: 1.7694032192230225 (1.8274861574172974) | > loss_1: 26.1231632232666 (26.99113130569458) --> EVAL PERFORMANCE | > avg_loader_time: 0.2831682562828064 (-0.003354012966156006) | > avg_loss_disc: 2.419857680797577 (+0.05109530687332153) | > avg_loss_disc_real_0: 0.23112934082746506 (+0.07992903515696526) | > avg_loss_disc_real_1: 0.17691975459456444 (-0.00935756042599678) | > avg_loss_disc_real_2: 0.2278200462460518 (+0.004700206220149994) | > avg_loss_disc_real_3: 0.25853557512164116 (+0.051800686866045) | > avg_loss_disc_real_4: 0.257648728787899 (+0.005604777485132217) | > avg_loss_disc_real_5: 0.238546721637249 (+0.011013831943273544) | > avg_loss_0: 2.419857680797577 (+0.05109530687332153) | > avg_loss_gen: 2.729934513568878 (+0.19867008924484253) | > avg_loss_kl: 1.912219911813736 (-0.157292902469635) | > avg_loss_feat: 7.732887625694275 (+0.03798353672027588) | > avg_loss_mel: 12.788604021072388 (-0.9066648483276367) | > avg_loss_duration: 1.8274861574172974 (-0.00047522783279418945) | > avg_loss_1: 26.99113130569458 (-0.8277797698974609)  > EPOCH: 407/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 13:17:57)   --> TIME: 2025-05-11 13:18:09 -- STEP: 12/725 -- GLOBAL_STEP: 340950 | > loss_disc: 2.099559783935547 (2.201658666133881) | > loss_disc_real_0: 0.17583926022052765 (0.1491616095105807) | > loss_disc_real_1: 0.20216664671897888 (0.19522525866826376) | > loss_disc_real_2: 0.22419698536396027 (0.18688087910413742) | > loss_disc_real_3: 0.18107575178146362 (0.2079613395035267) | > loss_disc_real_4: 0.16197161376476288 (0.19073214009404182) | > loss_disc_real_5: 0.2156854271888733 (0.20358802005648613) | > loss_0: 2.099559783935547 (2.201658666133881) | > grad_norm_0: tensor(32.2685, device='cuda:0') (tensor(30.0869, device='cuda:0')) | > loss_gen: 3.0183615684509277 (2.795004983743032) | > loss_kl: 1.6798875331878662 (1.6896750231583912) | > loss_feat: 9.824356079101562 (8.314176917076109) | > loss_mel: 14.458847045898438 (13.325032949447632) | > loss_duration: 1.681807041168213 (1.6674036880334218) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.663259506225586 (27.791293303171795) | > grad_norm_1: tensor(590.5125, device='cuda:0') (tensor(432.7140, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8573 (0.8364184300104777) | > loader_time: 0.0088 (0.010596076647440592)  --> TIME: 2025-05-11 13:18:53 -- STEP: 62/725 -- GLOBAL_STEP: 341000 | > loss_disc: 2.1802408695220947 (2.225330214346609) | > loss_disc_real_0: 0.1479598730802536 (0.13993718883683604) | > loss_disc_real_1: 0.18842412531375885 (0.1921934968521518) | > loss_disc_real_2: 0.18143543601036072 (0.18785001746108454) | > loss_disc_real_3: 0.21128807961940765 (0.20793186344446674) | > loss_disc_real_4: 0.17112356424331665 (0.19539579604902574) | > loss_disc_real_5: 0.23303626477718353 (0.21195128608134486) | > loss_0: 2.1802408695220947 (2.225330214346609) | > grad_norm_0: tensor(21.3291, device='cuda:0') (tensor(22.3081, device='cuda:0')) | > loss_gen: 2.6674752235412598 (2.732974206247637) | > loss_kl: 1.5092977285385132 (1.6745354571650106) | > loss_feat: 7.871469020843506 (8.086318900508259) | > loss_mel: 13.285686492919922 (12.96052211330783) | > loss_duration: 1.7150593996047974 (1.6633648757011659) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.048988342285156 (27.11771565098916) | > grad_norm_1: tensor(504.7928, device='cuda:0') (tensor(362.3048, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8373 (0.8535310529893444) | > loader_time: 0.0096 (0.010197370283065303) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_341000.pth  --> TIME: 2025-05-11 13:19:39 -- STEP: 112/725 -- GLOBAL_STEP: 341050 | > loss_disc: 2.3346681594848633 (2.2174419654267177) | > loss_disc_real_0: 0.1700727790594101 (0.1381346160945083) | > loss_disc_real_1: 0.2126585841178894 (0.19267463298248394) | > loss_disc_real_2: 0.2236160784959793 (0.18871790702853888) | > loss_disc_real_3: 0.2578299343585968 (0.20642569208783765) | > loss_disc_real_4: 0.23060019314289093 (0.1940145351524864) | > loss_disc_real_5: 0.2078816443681717 (0.21104347532881157) | > loss_0: 2.3346681594848633 (2.2174419654267177) | > grad_norm_0: tensor(18.3122, device='cuda:0') (tensor(20.1908, device='cuda:0')) | > loss_gen: 2.5287232398986816 (2.7356189084904536) | > loss_kl: 1.604200005531311 (1.69478297659329) | > loss_feat: 7.037623882293701 (8.09376392194203) | > loss_mel: 11.76374340057373 (12.908215735639844) | > loss_duration: 1.6764254570007324 (1.667516244309289) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.610715866088867 (27.099897776331222) | > grad_norm_1: tensor(282.3803, device='cuda:0') (tensor(344.4939, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8359 (0.8540132918528148) | > loader_time: 0.0096 (0.010311226759638106)  --> TIME: 2025-05-11 13:20:23 -- STEP: 162/725 -- GLOBAL_STEP: 341100 | > loss_disc: 2.212681293487549 (2.2141722587891577) | > loss_disc_real_0: 0.11251877248287201 (0.13796416904639314) | > loss_disc_real_1: 0.19394056499004364 (0.1914018112016313) | > loss_disc_real_2: 0.1874649077653885 (0.18831667561589935) | > loss_disc_real_3: 0.19498124718666077 (0.20583915728845723) | > loss_disc_real_4: 0.17857010662555695 (0.19430625687042863) | > loss_disc_real_5: 0.22195659577846527 (0.2105244820316632) | > loss_0: 2.212681293487549 (2.2141722587891577) | > grad_norm_0: tensor(16.3862, device='cuda:0') (tensor(19.9799, device='cuda:0')) | > loss_gen: 2.6298668384552 (2.739804229618591) | > loss_kl: 1.8514831066131592 (1.7101517327037858) | > loss_feat: 7.926305770874023 (8.129566622369083) | > loss_mel: 12.925353050231934 (12.897854516535634) | > loss_duration: 1.627281665802002 (1.6687905273319763) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.960290908813477 (27.146167649163147) | > grad_norm_1: tensor(427.3213, device='cuda:0') (tensor(349.0027, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8429 (0.8564525636625878) | > loader_time: 0.0102 (0.010181391680682148)  --> TIME: 2025-05-11 13:21:06 -- STEP: 212/725 -- GLOBAL_STEP: 341150 | > loss_disc: 2.2194197177886963 (2.213699589360436) | > loss_disc_real_0: 0.13582457602024078 (0.13864708818354704) | > loss_disc_real_1: 0.1925930231809616 (0.19117070818847082) | > loss_disc_real_2: 0.16174562275409698 (0.18907707521937936) | > loss_disc_real_3: 0.23679302632808685 (0.20558103181000031) | > loss_disc_real_4: 0.20107737183570862 (0.19440245656472324) | > loss_disc_real_5: 0.21968545019626617 (0.20957780481790594) | > loss_0: 2.2194197177886963 (2.213699589360436) | > grad_norm_0: tensor(18.7567, device='cuda:0') (tensor(19.9258, device='cuda:0')) | > loss_gen: 2.713898181915283 (2.7368883074454553) | > loss_kl: 1.6122424602508545 (1.7288597001219697) | > loss_feat: 8.416753768920898 (8.127556216041999) | > loss_mel: 12.4515380859375 (12.826459686711154) | > loss_duration: 1.6803970336914062 (1.6693424678073738) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.874828338623047 (27.08910642479951) | > grad_norm_1: tensor(337.0701, device='cuda:0') (tensor(343.2203, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8406 (0.8563973071440211) | > loader_time: 0.0099 (0.010065713018741249)  --> TIME: 2025-05-11 13:21:49 -- STEP: 262/725 -- GLOBAL_STEP: 341200 | > loss_disc: 2.184664249420166 (2.2112838921656137) | > loss_disc_real_0: 0.12297270447015762 (0.13825844799858025) | > loss_disc_real_1: 0.18943597376346588 (0.19080854929585495) | > loss_disc_real_2: 0.20923206210136414 (0.18901641405265754) | > loss_disc_real_3: 0.192576602101326 (0.20604038608210692) | > loss_disc_real_4: 0.2052941620349884 (0.19398624159907563) | > loss_disc_real_5: 0.2035561203956604 (0.20945179695618968) | > loss_0: 2.184664249420166 (2.2112838921656137) | > grad_norm_0: tensor(10.1529, device='cuda:0') (tensor(19.8927, device='cuda:0')) | > loss_gen: 2.8624889850616455 (2.743283206269942) | > loss_kl: 1.6843452453613281 (1.7234651687491032) | > loss_feat: 8.758793830871582 (8.166064670067707) | > loss_mel: 13.554597854614258 (12.864006355518606) | > loss_duration: 1.6765673160552979 (1.6700906234843131) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.536794662475586 (27.166910084149315) | > grad_norm_1: tensor(261.2572, device='cuda:0') (tensor(345.1093, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8868 (0.8553981753706023) | > loader_time: 0.0108 (0.010085990410724669)  --> TIME: 2025-05-11 13:22:33 -- STEP: 312/725 -- GLOBAL_STEP: 341250 | > loss_disc: 2.101799964904785 (2.2094733852606554) | > loss_disc_real_0: 0.10299324989318848 (0.1376860328735068) | > loss_disc_real_1: 0.16271138191223145 (0.1907259305127157) | > loss_disc_real_2: 0.16184870898723602 (0.1893448496762759) | > loss_disc_real_3: 0.1779724806547165 (0.20595388042812163) | > loss_disc_real_4: 0.14394083619117737 (0.1939662519651345) | > loss_disc_real_5: 0.1905405968427658 (0.20911900164225158) | > loss_0: 2.101799964904785 (2.2094733852606554) | > grad_norm_0: tensor(13.5891, device='cuda:0') (tensor(20.2350, device='cuda:0')) | > loss_gen: 2.8284966945648193 (2.7467146355372214) | > loss_kl: 1.5605378150939941 (1.7208378230914092) | > loss_feat: 8.981765747070312 (8.174060003879745) | > loss_mel: 13.181831359863281 (12.863885821440283) | > loss_duration: 1.6567647457122803 (1.6693582145067354) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.209396362304688 (27.174856546597603) | > grad_norm_1: tensor(421.6084, device='cuda:0') (tensor(351.1512, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8534 (0.8542472712504559) | > loader_time: 0.0112 (0.01006506574459565)  --> TIME: 2025-05-11 13:23:16 -- STEP: 362/725 -- GLOBAL_STEP: 341300 | > loss_disc: 2.1990208625793457 (2.2065198428064434) | > loss_disc_real_0: 0.12974728643894196 (0.13723954786829523) | > loss_disc_real_1: 0.1944366693496704 (0.19044139162117604) | > loss_disc_real_2: 0.20941001176834106 (0.189076827622909) | > loss_disc_real_3: 0.2160680592060089 (0.20609939040729355) | > loss_disc_real_4: 0.21776968240737915 (0.19403626251121903) | > loss_disc_real_5: 0.21834023296833038 (0.2086753841921769) | > loss_0: 2.1990208625793457 (2.2065198428064434) | > grad_norm_0: tensor(10.8336, device='cuda:0') (tensor(20.4247, device='cuda:0')) | > loss_gen: 2.9399056434631348 (2.753101261939792) | > loss_kl: 1.8967535495758057 (1.7236712110635326) | > loss_feat: 7.646362781524658 (8.196502233737078) | > loss_mel: 12.835673332214355 (12.887493649898971) | > loss_duration: 1.6163339614868164 (1.6678929322332303) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.935028076171875 (27.2286613106069) | > grad_norm_1: tensor(339.3354, device='cuda:0') (tensor(359.1790, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.856 (0.8542705971891709) | > loader_time: 0.0097 (0.010048707545791541)  --> TIME: 2025-05-11 13:23:59 -- STEP: 412/725 -- GLOBAL_STEP: 341350 | > loss_disc: 2.11299467086792 (2.205698676479674) | > loss_disc_real_0: 0.12071411311626434 (0.13728952469322275) | > loss_disc_real_1: 0.18621429800987244 (0.1904447964817575) | > loss_disc_real_2: 0.2017063945531845 (0.1891113430695627) | > loss_disc_real_3: 0.2168581634759903 (0.2060359146048143) | > loss_disc_real_4: 0.18226666748523712 (0.19392183155400075) | > loss_disc_real_5: 0.17719994485378265 (0.20830754917657487) | > loss_0: 2.11299467086792 (2.205698676479674) | > grad_norm_0: tensor(16.0473, device='cuda:0') (tensor(20.4194, device='cuda:0')) | > loss_gen: 2.8665122985839844 (2.75270860403487) | > loss_kl: 1.6656689643859863 (1.7213446312737697) | > loss_feat: 9.479330062866211 (8.198293744939043) | > loss_mel: 14.242100715637207 (12.895498546581823) | > loss_duration: 1.6779601573944092 (1.6681854044928128) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.93157196044922 (27.23603094897224) | > grad_norm_1: tensor(161.4583, device='cuda:0') (tensor(361.4670, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8612 (0.8543416632031932) | > loader_time: 0.0097 (0.010024008820357828)  --> TIME: 2025-05-11 13:24:43 -- STEP: 462/725 -- GLOBAL_STEP: 341400 | > loss_disc: 2.3308210372924805 (2.2054137063748915) | > loss_disc_real_0: 0.14780090749263763 (0.13703907671428847) | > loss_disc_real_1: 0.2169947475194931 (0.1903655021673157) | > loss_disc_real_2: 0.20357957482337952 (0.18879440549390147) | > loss_disc_real_3: 0.23481525480747223 (0.20602031581071548) | > loss_disc_real_4: 0.23859627544879913 (0.19404055155587913) | > loss_disc_real_5: 0.2064126431941986 (0.20868293115328915) | > loss_0: 2.3308210372924805 (2.2054137063748915) | > grad_norm_0: tensor(13.9969, device='cuda:0') (tensor(20.3405, device='cuda:0')) | > loss_gen: 2.5935583114624023 (2.7525230429389276) | > loss_kl: 1.7307004928588867 (1.7205954385010196) | > loss_feat: 7.368165016174316 (8.204883749866893) | > loss_mel: 12.505484580993652 (12.892218123266707) | > loss_duration: 1.6780755519866943 (1.6680843742378857) | > amp_scaler: 512.0 (257.6623376623377) | > loss_1: 25.875986099243164 (27.23830474919571) | > grad_norm_1: tensor(292.2957, device='cuda:0') (tensor(363.0201, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8065 (0.8537826305860049) | > loader_time: 0.0095 (0.010008891939600821)  --> TIME: 2025-05-11 13:25:26 -- STEP: 512/725 -- GLOBAL_STEP: 341450 | > loss_disc: 2.2763454914093018 (2.205900572706015) | > loss_disc_real_0: 0.13234694302082062 (0.1373062919155926) | > loss_disc_real_1: 0.18139544129371643 (0.19039954509935342) | > loss_disc_real_2: 0.19290384650230408 (0.18879161955555906) | > loss_disc_real_3: 0.20853900909423828 (0.20591505762422457) | > loss_disc_real_4: 0.19951577484607697 (0.19405673904111603) | > loss_disc_real_5: 0.23527754843235016 (0.20874995997291987) | > loss_0: 2.2763454914093018 (2.205900572706015) | > grad_norm_0: tensor(18.5566, device='cuda:0') (tensor(20.1636, device='cuda:0')) | > loss_gen: 2.7150254249572754 (2.751156174577774) | > loss_kl: 1.6033974885940552 (1.7181569749955088) | > loss_feat: 7.96759033203125 (8.205490642227225) | > loss_mel: 11.886564254760742 (12.903771856799722) | > loss_duration: 1.6186070442199707 (1.6686432599090035) | > amp_scaler: 512.0 (282.5000000000001) | > loss_1: 25.791183471679688 (27.247218936681747) | > grad_norm_1: tensor(310.9762, device='cuda:0') (tensor(358.0409, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8524 (0.8543781880289316) | > loader_time: 0.0098 (0.010013964958488938)  --> TIME: 2025-05-11 13:26:10 -- STEP: 562/725 -- GLOBAL_STEP: 341500 | > loss_disc: 2.1776981353759766 (2.20552515516926) | > loss_disc_real_0: 0.08609947562217712 (0.13722346163623259) | > loss_disc_real_1: 0.18124262988567352 (0.19015334432553563) | > loss_disc_real_2: 0.17429183423519135 (0.1886868782049821) | > loss_disc_real_3: 0.25264355540275574 (0.2059074839663252) | > loss_disc_real_4: 0.23049817979335785 (0.19427802951946796) | > loss_disc_real_5: 0.198692187666893 (0.20864987993791856) | > loss_0: 2.1776981353759766 (2.20552515516926) | > grad_norm_0: tensor(13.8603, device='cuda:0') (tensor(20.1409, device='cuda:0')) | > loss_gen: 3.025432825088501 (2.752271813005739) | > loss_kl: 1.9904707670211792 (1.7205126476457537) | > loss_feat: 9.200739860534668 (8.213156941098244) | > loss_mel: 13.286280632019043 (12.913536363649198) | > loss_duration: 1.6228190660476685 (1.6685683305153214) | > amp_scaler: 512.0 (302.9181494661923) | > loss_1: 29.125743865966797 (27.268046110974517) | > grad_norm_1: tensor(316.7509, device='cuda:0') (tensor(359.4570, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.904 (0.8539139736589589) | > loader_time: 0.0102 (0.010015600940935126)  --> TIME: 2025-05-11 13:26:53 -- STEP: 612/725 -- GLOBAL_STEP: 341550 | > loss_disc: 2.2064027786254883 (2.205157429174661) | > loss_disc_real_0: 0.09279239177703857 (0.13714390840941384) | > loss_disc_real_1: 0.19122347235679626 (0.19007742439025369) | > loss_disc_real_2: 0.18404005467891693 (0.18869500646209403) | > loss_disc_real_3: 0.17933562397956848 (0.20587143002479702) | > loss_disc_real_4: 0.1909666210412979 (0.19467912322165914) | > loss_disc_real_5: 0.20790840685367584 (0.20854110287782407) | > loss_0: 2.2064027786254883 (2.205157429174661) | > grad_norm_0: tensor(14.5106, device='cuda:0') (tensor(20.3623, device='cuda:0')) | > loss_gen: 2.65708327293396 (2.754939401461408) | > loss_kl: 1.7789990901947021 (1.7211453610775522) | > loss_feat: 7.715392589569092 (8.229634158751534) | > loss_mel: 12.867704391479492 (12.927012278363598) | > loss_duration: 1.5918364524841309 (1.667916843314575) | > amp_scaler: 512.0 (320.00000000000017) | > loss_1: 26.61101531982422 (27.30064807218664) | > grad_norm_1: tensor(415.6581, device='cuda:0') (tensor(363.4460, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8221 (0.8539557897187526) | > loader_time: 0.0089 (0.010024245657951998)  --> TIME: 2025-05-11 13:27:36 -- STEP: 662/725 -- GLOBAL_STEP: 341600 | > loss_disc: 2.350713014602661 (2.2042171097954246) | > loss_disc_real_0: 0.11375439912080765 (0.1368894308715429) | > loss_disc_real_1: 0.212667778134346 (0.19003727086721217) | > loss_disc_real_2: 0.19982481002807617 (0.18880317571750213) | > loss_disc_real_3: 0.1907108873128891 (0.20588664352623734) | > loss_disc_real_4: 0.21481040120124817 (0.1945725483341519) | > loss_disc_real_5: 0.23037828505039215 (0.20846152834571732) | > loss_0: 2.350713014602661 (2.2042171097954246) | > grad_norm_0: tensor(16.0415, device='cuda:0') (tensor(20.4681, device='cuda:0')) | > loss_gen: 2.4927725791931152 (2.75723369316032) | > loss_kl: 1.876632809638977 (1.723586221836125) | > loss_feat: 6.996607780456543 (8.23934601945098) | > loss_mel: 12.01132869720459 (12.942805264291446) | > loss_duration: 1.706453561782837 (1.6681440083642014) | > amp_scaler: 256.0 (323.28700906344426) | > loss_1: 25.08379554748535 (27.33111524725969) | > grad_norm_1: tensor(240.2439, device='cuda:0') (tensor(363.5374, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8646 (0.853516341696333) | > loader_time: 0.0099 (0.010059992352281083)  --> TIME: 2025-05-11 13:28:19 -- STEP: 712/725 -- GLOBAL_STEP: 341650 | > loss_disc: 2.2014565467834473 (2.203931557663372) | > loss_disc_real_0: 0.1311115324497223 (0.13676323238341656) | > loss_disc_real_1: 0.18247270584106445 (0.19006125509655192) | > loss_disc_real_2: 0.20427031815052032 (0.18873481640822432) | > loss_disc_real_3: 0.19751329720020294 (0.20579942301166876) | > loss_disc_real_4: 0.1704588234424591 (0.1945679214353976) | > loss_disc_real_5: 0.20536698400974274 (0.20851148300793726) | > loss_0: 2.2014565467834473 (2.203931557663372) | > grad_norm_0: tensor(12.6696, device='cuda:0') (tensor(20.2585, device='cuda:0')) | > loss_gen: 2.711663007736206 (2.7565382263633653) | > loss_kl: 1.8161219358444214 (1.7245029857319396) | > loss_feat: 7.755631923675537 (8.236539251348932) | > loss_mel: 12.275443077087402 (12.939426936460345) | > loss_duration: 1.661117672920227 (1.6676605558127493) | > amp_scaler: 256.0 (318.56179775280896) | > loss_1: 26.2199764251709 (27.324667989537957) | > grad_norm_1: tensor(315.9677, device='cuda:0') (tensor(359.4263, device='cuda:0')) | > current_lr_0: 0.0001900788881153217 | > current_lr_1: 0.0001900788881153217 | > step_time: 0.8224 (0.8533254902014572) | > loader_time: 0.0109 (0.010082483291625961)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.294321060180664 (2.294321060180664) | > loss_disc_real_0: 0.16132046282291412 (0.16132046282291412) | > loss_disc_real_1: 0.1616944670677185 (0.1616944670677185) | > loss_disc_real_2: 0.20715592801570892 (0.20715592801570892) | > loss_disc_real_3: 0.2539610266685486 (0.2539610266685486) | > loss_disc_real_4: 0.2817208766937256 (0.2817208766937256) | > loss_disc_real_5: 0.21910150349140167 (0.21910150349140167) | > loss_0: 2.294321060180664 (2.294321060180664) | > loss_gen: 2.8647122383117676 (2.8647122383117676) | > loss_kl: 2.0377910137176514 (2.0377910137176514) | > loss_feat: 7.795518398284912 (7.795518398284912) | > loss_mel: 12.99782943725586 (12.99782943725586) | > loss_duration: 1.7317214012145996 (1.7317214012145996) | > loss_1: 27.42757225036621 (27.42757225036621)  --> STEP: 1 | > loss_disc: 2.216885805130005 (2.216885805130005) | > loss_disc_real_0: 0.14813688397407532 (0.14813688397407532) | > loss_disc_real_1: 0.16750244796276093 (0.16750244796276093) | > loss_disc_real_2: 0.20677126944065094 (0.20677126944065094) | > loss_disc_real_3: 0.29375994205474854 (0.29375994205474854) | > loss_disc_real_4: 0.2920123040676117 (0.2920123040676117) | > loss_disc_real_5: 0.22290070354938507 (0.22290070354938507) | > loss_0: 2.216885805130005 (2.216885805130005) | > loss_gen: 3.14156174659729 (3.14156174659729) | > loss_kl: 2.176121711730957 (2.176121711730957) | > loss_feat: 8.885571479797363 (8.885571479797363) | > loss_mel: 15.046545028686523 (15.046545028686523) | > loss_duration: 1.835614800453186 (1.835614800453186) | > loss_1: 31.08541488647461 (31.08541488647461)  --> STEP: 2 | > loss_disc: 2.242166042327881 (2.229525923728943) | > loss_disc_real_0: 0.1610344797372818 (0.15458568185567856) | > loss_disc_real_1: 0.1782541424036026 (0.17287829518318176) | > loss_disc_real_2: 0.21025000512599945 (0.2085106372833252) | > loss_disc_real_3: 0.2703244984149933 (0.2820422202348709) | > loss_disc_real_4: 0.2819780707359314 (0.28699518740177155) | > loss_disc_real_5: 0.21598264575004578 (0.21944167464971542) | > loss_0: 2.242166042327881 (2.229525923728943) | > loss_gen: 2.9997806549072266 (3.0706712007522583) | > loss_kl: 1.820146918296814 (1.9981343150138855) | > loss_feat: 8.397454261779785 (8.641512870788574) | > loss_mel: 13.201974868774414 (14.124259948730469) | > loss_duration: 1.8695237636566162 (1.8525692820549011) | > loss_1: 28.28887939453125 (29.68714714050293)  --> STEP: 3 | > loss_disc: 2.2970046997070312 (2.252018849054972) | > loss_disc_real_0: 0.17332787811756134 (0.1608330806096395) | > loss_disc_real_1: 0.1890280693769455 (0.17826155324776968) | > loss_disc_real_2: 0.21048900485038757 (0.20917009313901266) | > loss_disc_real_3: 0.25185292959213257 (0.27197912335395813) | > loss_disc_real_4: 0.2904568910598755 (0.2881490886211395) | > loss_disc_real_5: 0.22775116562843323 (0.22221150497595468) | > loss_0: 2.2970046997070312 (2.252018849054972) | > loss_gen: 2.956671953201294 (3.0326714515686035) | > loss_kl: 1.9344156980514526 (1.976894776026408) | > loss_feat: 8.092544555664062 (8.458523432413736) | > loss_mel: 13.311949729919434 (13.853489875793457) | > loss_duration: 1.8369522094726562 (1.8473635911941528) | > loss_1: 28.13253402709961 (29.16894276936849)  --> STEP: 4 | > loss_disc: 2.096785545349121 (2.2132105231285095) | > loss_disc_real_0: 0.1106850877404213 (0.14829608239233494) | > loss_disc_real_1: 0.16542674601078033 (0.17505285143852234) | > loss_disc_real_2: 0.17157356441020966 (0.1997709609568119) | > loss_disc_real_3: 0.2706448435783386 (0.27164555341005325) | > loss_disc_real_4: 0.32070648670196533 (0.296288438141346) | > loss_disc_real_5: 0.22691449522972107 (0.22338725253939629) | > loss_0: 2.096785545349121 (2.2132105231285095) | > loss_gen: 3.321105480194092 (3.1047799587249756) | > loss_kl: 1.9345732927322388 (1.9663144052028656) | > loss_feat: 10.055082321166992 (8.85766315460205) | > loss_mel: 15.900233268737793 (14.365175724029541) | > loss_duration: 1.791733980178833 (1.8334561884403229) | > loss_1: 33.00272750854492 (30.127388954162598) --> EVAL PERFORMANCE | > avg_loader_time: 0.2801658511161804 (-0.0030024051666259766) | > avg_loss_disc: 2.2132105231285095 (-0.20664715766906738) | > avg_loss_disc_real_0: 0.14829608239233494 (-0.08283325843513012) | > avg_loss_disc_real_1: 0.17505285143852234 (-0.001866903156042099) | > avg_loss_disc_real_2: 0.1997709609568119 (-0.028049085289239883) | > avg_loss_disc_real_3: 0.27164555341005325 (+0.013109978288412094) | > avg_loss_disc_real_4: 0.296288438141346 (+0.03863970935344696) | > avg_loss_disc_real_5: 0.22338725253939629 (-0.015159469097852707) | > avg_loss_0: 2.2132105231285095 (-0.20664715766906738) | > avg_loss_gen: 3.1047799587249756 (+0.3748454451560974) | > avg_loss_kl: 1.9663144052028656 (+0.05409449338912964) | > avg_loss_feat: 8.85766315460205 (+1.1247755289077759) | > avg_loss_mel: 14.365175724029541 (+1.5765717029571533) | > avg_loss_duration: 1.8334561884403229 (+0.005970031023025513) | > avg_loss_1: 30.127388954162598 (+3.1362576484680176)  > EPOCH: 408/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 13:28:37)   --> TIME: 2025-05-11 13:29:11 -- STEP: 37/725 -- GLOBAL_STEP: 341700 | > loss_disc: 2.2270681858062744 (2.193326325029941) | > loss_disc_real_0: 0.16450852155685425 (0.13556881107994032) | > loss_disc_real_1: 0.17988769710063934 (0.18918232821129463) | > loss_disc_real_2: 0.17613840103149414 (0.18614817471117587) | > loss_disc_real_3: 0.18621274828910828 (0.2021717976879429) | > loss_disc_real_4: 0.193790465593338 (0.19564005772809726) | > loss_disc_real_5: 0.20279783010482788 (0.2062216743424132) | > loss_0: 2.2270681858062744 (2.193326325029941) | > grad_norm_0: tensor(16.7758, device='cuda:0') (tensor(22.6666, device='cuda:0')) | > loss_gen: 2.659078598022461 (2.790305653133908) | > loss_kl: 1.6271862983703613 (1.71045344584697) | > loss_feat: 8.1627779006958 (8.455969900698275) | > loss_mel: 11.974493980407715 (13.228749507182354) | > loss_duration: 1.653928518295288 (1.6656004995913118) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.077465057373047 (27.851078858246673) | > grad_norm_1: tensor(427.0798, device='cuda:0') (tensor(357.7502, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.863 (0.8553551467689308) | > loader_time: 0.0099 (0.010534408930185679)  --> TIME: 2025-05-11 13:29:54 -- STEP: 87/725 -- GLOBAL_STEP: 341750 | > loss_disc: 2.29124116897583 (2.1942945979107384) | > loss_disc_real_0: 0.11011853814125061 (0.13424842838925877) | > loss_disc_real_1: 0.18073926866054535 (0.18972286736143038) | > loss_disc_real_2: 0.20560862123966217 (0.18637431301604743) | > loss_disc_real_3: 0.21268419921398163 (0.20644986989169284) | > loss_disc_real_4: 0.1844821572303772 (0.19561631121169562) | > loss_disc_real_5: 0.20778457820415497 (0.20572681930558434) | > loss_0: 2.29124116897583 (2.1942945979107384) | > grad_norm_0: tensor(24.8626, device='cuda:0') (tensor(22.7377, device='cuda:0')) | > loss_gen: 2.574333667755127 (2.781506162950363) | > loss_kl: 1.7523159980773926 (1.722175150082029) | > loss_feat: 7.0225300788879395 (8.398954073588055) | > loss_mel: 11.913196563720703 (13.077906257804782) | > loss_duration: 1.6379460096359253 (1.6658988547051092) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.900320053100586 (27.646440418287256) | > grad_norm_1: tensor(519.2245, device='cuda:0') (tensor(384.9296, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8296 (0.8535110594212324) | > loader_time: 0.0098 (0.010223758631739124)  --> TIME: 2025-05-11 13:30:37 -- STEP: 137/725 -- GLOBAL_STEP: 341800 | > loss_disc: 2.1096785068511963 (2.1923899598365275) | > loss_disc_real_0: 0.0986926406621933 (0.1345342887687857) | > loss_disc_real_1: 0.1651201844215393 (0.18947882439098213) | > loss_disc_real_2: 0.1564919799566269 (0.18654964559704718) | > loss_disc_real_3: 0.19377873837947845 (0.20532580872956854) | > loss_disc_real_4: 0.19828909635543823 (0.19572910546821398) | > loss_disc_real_5: 0.1815318912267685 (0.20481014425737143) | > loss_0: 2.1096785068511963 (2.1923899598365275) | > grad_norm_0: tensor(13.0231, device='cuda:0') (tensor(23.1092, device='cuda:0')) | > loss_gen: 2.872684955596924 (2.7842011625749357) | > loss_kl: 1.7553812265396118 (1.7290094342545002) | > loss_feat: 9.21848201751709 (8.36781913520646) | > loss_mel: 13.180737495422363 (13.016794531884855) | > loss_duration: 1.6450355052947998 (1.6665019928103817) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.672321319580078 (27.564326195821273) | > grad_norm_1: tensor(337.6217, device='cuda:0') (tensor(390.6239, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8112 (0.8521761615781018) | > loader_time: 0.009 (0.010114730709660662)  --> TIME: 2025-05-11 13:31:21 -- STEP: 187/725 -- GLOBAL_STEP: 341850 | > loss_disc: 2.2226223945617676 (2.1924126772957044) | > loss_disc_real_0: 0.13034020364284515 (0.13395162098069882) | > loss_disc_real_1: 0.203521266579628 (0.189281649847719) | > loss_disc_real_2: 0.20398582518100739 (0.18685765556473147) | > loss_disc_real_3: 0.21223381161689758 (0.20554013757463452) | > loss_disc_real_4: 0.19630974531173706 (0.19514706404132648) | > loss_disc_real_5: 0.2409163862466812 (0.20637655178493358) | > loss_0: 2.2226223945617676 (2.1924126772957044) | > grad_norm_0: tensor(12.3870, device='cuda:0') (tensor(20.6435, device='cuda:0')) | > loss_gen: 2.745126247406006 (2.77350381861396) | > loss_kl: 1.6713950634002686 (1.724826435991787) | > loss_feat: 8.658634185791016 (8.362755793301178) | > loss_mel: 12.98374080657959 (13.026492078036547) | > loss_duration: 1.6829440593719482 (1.6676091185228072) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.741840362548828 (27.555187184542895) | > grad_norm_1: tensor(156.5981, device='cuda:0') (tensor(343.8495, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8528 (0.8515679224289675) | > loader_time: 0.0105 (0.01015035991362709)  --> TIME: 2025-05-11 13:32:04 -- STEP: 237/725 -- GLOBAL_STEP: 341900 | > loss_disc: 2.133408546447754 (2.1959571254907266) | > loss_disc_real_0: 0.1347588747739792 (0.1346348862985015) | > loss_disc_real_1: 0.1817229837179184 (0.18943180942334195) | > loss_disc_real_2: 0.20339307188987732 (0.18697006478591308) | > loss_disc_real_3: 0.23886075615882874 (0.20575008343292195) | > loss_disc_real_4: 0.2141503095626831 (0.19508947658387926) | > loss_disc_real_5: 0.19722521305084229 (0.20718209432901713) | > loss_0: 2.133408546447754 (2.1959571254907266) | > grad_norm_0: tensor(15.2188, device='cuda:0') (tensor(19.8987, device='cuda:0')) | > loss_gen: 3.0142247676849365 (2.7673690701335794) | > loss_kl: 1.8058403730392456 (1.7232157786687214) | > loss_feat: 8.753425598144531 (8.339302292352988) | > loss_mel: 13.93126392364502 (13.009117931253297) | > loss_duration: 1.636407494544983 (1.6680325319998375) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.141162872314453 (27.507037609438353) | > grad_norm_1: tensor(448.9933, device='cuda:0') (tensor(331.3692, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8161 (0.8520991299222793) | > loader_time: 0.0095 (0.010096718993368024)  --> TIME: 2025-05-11 13:32:47 -- STEP: 287/725 -- GLOBAL_STEP: 341950 | > loss_disc: 1.9619228839874268 (2.2077242729971216) | > loss_disc_real_0: 0.09028071165084839 (0.1461829090108024) | > loss_disc_real_1: 0.1605234593153 (0.1895145696526204) | > loss_disc_real_2: 0.16038884222507477 (0.18692134014405443) | > loss_disc_real_3: 0.19926218688488007 (0.20588536051715298) | > loss_disc_real_4: 0.18928009271621704 (0.19496190070275238) | > loss_disc_real_5: 0.1628217101097107 (0.20715217702480143) | > loss_0: 1.9619228839874268 (2.2077242729971216) | > grad_norm_0: tensor(25.8656, device='cuda:0') (tensor(20.4193, device='cuda:0')) | > loss_gen: 3.135118007659912 (2.7673445944171324) | > loss_kl: 1.8001238107681274 (1.7195320511528838) | > loss_feat: 10.092976570129395 (8.325930440882772) | > loss_mel: 14.784843444824219 (13.022713767526872) | > loss_duration: 1.672916293144226 (1.6680047819423343) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.485979080200195 (27.503525611000192) | > grad_norm_1: tensor(638.7794, device='cuda:0') (tensor(341.5981, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8226 (0.8522543583182093) | > loader_time: 0.0108 (0.010063535245038075)  --> TIME: 2025-05-11 13:33:31 -- STEP: 337/725 -- GLOBAL_STEP: 342000 | > loss_disc: 2.092019557952881 (2.2073118028725647) | > loss_disc_real_0: 0.12064442038536072 (0.14598100389235102) | > loss_disc_real_1: 0.1707165390253067 (0.1893908687002226) | > loss_disc_real_2: 0.1641479730606079 (0.18741704072549012) | > loss_disc_real_3: 0.19641795754432678 (0.2057408543209648) | > loss_disc_real_4: 0.19910500943660736 (0.19506461626521207) | > loss_disc_real_5: 0.18344786763191223 (0.2063340509769117) | > loss_0: 2.092019557952881 (2.2073118028725647) | > grad_norm_0: tensor(16.8563, device='cuda:0') (tensor(21.4353, device='cuda:0')) | > loss_gen: 2.9445078372955322 (2.772430266400119) | > loss_kl: 1.7168234586715698 (1.7204698603655535) | > loss_feat: 8.925126075744629 (8.33286693188132) | > loss_mel: 13.425422668457031 (13.017484345138962) | > loss_duration: 1.64213228225708 (1.6670720191666917) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.654010772705078 (27.5103233801505) | > grad_norm_1: tensor(196.2750, device='cuda:0') (tensor(359.5166, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8786 (0.8514431053523848) | > loader_time: 0.0111 (0.010059756411996721) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_342000.pth  --> TIME: 2025-05-11 13:34:16 -- STEP: 387/725 -- GLOBAL_STEP: 342050 | > loss_disc: 2.2100493907928467 (2.204071712740323) | > loss_disc_real_0: 0.13221806287765503 (0.14431514902863404) | > loss_disc_real_1: 0.19566568732261658 (0.18891128416363265) | > loss_disc_real_2: 0.21857599914073944 (0.18731594451484138) | > loss_disc_real_3: 0.2346070408821106 (0.2056721346091855) | > loss_disc_real_4: 0.1664731800556183 (0.195041340065865) | > loss_disc_real_5: 0.2040090709924698 (0.20683752023434454) | > loss_0: 2.2100493907928467 (2.204071712740323) | > grad_norm_0: tensor(33.8044, device='cuda:0') (tensor(21.3125, device='cuda:0')) | > loss_gen: 2.733978509902954 (2.772362758330904) | > loss_kl: 1.5588785409927368 (1.7266804629826114) | > loss_feat: 7.567184925079346 (8.334607668933321) | > loss_mel: 11.954190254211426 (13.01971031652249) | > loss_duration: 1.733679175376892 (1.6671625806995756) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.547910690307617 (27.520523736643238) | > grad_norm_1: tensor(490.3775, device='cuda:0') (tensor(363.3000, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8678 (0.8515632318895917) | > loader_time: 0.0095 (0.01004240001510896)  --> TIME: 2025-05-11 13:35:00 -- STEP: 437/725 -- GLOBAL_STEP: 342100 | > loss_disc: 2.1394853591918945 (2.2036369059669623) | > loss_disc_real_0: 0.09763819724321365 (0.14342704952376942) | > loss_disc_real_1: 0.1656062752008438 (0.1892666253740781) | > loss_disc_real_2: 0.15924035012722015 (0.18722147230289074) | > loss_disc_real_3: 0.2019544541835785 (0.20575860961078238) | > loss_disc_real_4: 0.22260557115077972 (0.19501765798649476) | > loss_disc_real_5: 0.1887212097644806 (0.20701188077506538) | > loss_0: 2.1394853591918945 (2.2036369059669623) | > grad_norm_0: tensor(18.0663, device='cuda:0') (tensor(21.2397, device='cuda:0')) | > loss_gen: 2.924062967300415 (2.771990909729178) | > loss_kl: 1.697790503501892 (1.7260139509524033) | > loss_feat: 9.600439071655273 (8.337974467593968) | > loss_mel: 13.938738822937012 (13.025793464014681) | > loss_duration: 1.6362165212631226 (1.6671134601741415) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.79724884033203 (27.528886232005103) | > grad_norm_1: tensor(547.2914, device='cuda:0') (tensor(367.4412, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8931 (0.8515743576416435) | > loader_time: 0.0099 (0.010006877868617429)  --> TIME: 2025-05-11 13:35:43 -- STEP: 487/725 -- GLOBAL_STEP: 342150 | > loss_disc: 2.215823173522949 (2.204122479201833) | > loss_disc_real_0: 0.13653364777565002 (0.14263458647889535) | > loss_disc_real_1: 0.16785982251167297 (0.18923697652758015) | > loss_disc_real_2: 0.18121008574962616 (0.18763162471063327) | > loss_disc_real_3: 0.22713898122310638 (0.20584867548893612) | > loss_disc_real_4: 0.1721891462802887 (0.19506828404305165) | > loss_disc_real_5: 0.22967469692230225 (0.2070670026589713) | > loss_0: 2.215823173522949 (2.204122479201833) | > grad_norm_0: tensor(22.7309, device='cuda:0') (tensor(21.4847, device='cuda:0')) | > loss_gen: 2.799342632293701 (2.771715268951666) | > loss_kl: 1.6769441366195679 (1.7208740069880868) | > loss_feat: 8.160836219787598 (8.32802899221621) | > loss_mel: 13.767354965209961 (13.021090578004813) | > loss_duration: 1.659874439239502 (1.6675192548509006) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.06435203552246 (27.509228101256447) | > grad_norm_1: tensor(383.9058, device='cuda:0') (tensor(370.7346, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8253 (0.8514372112814651) | > loader_time: 0.0091 (0.009993085626214438)  --> TIME: 2025-05-11 13:36:26 -- STEP: 537/725 -- GLOBAL_STEP: 342200 | > loss_disc: 2.320662260055542 (2.2038560872637363) | > loss_disc_real_0: 0.13602791726589203 (0.14202301961749636) | > loss_disc_real_1: 0.21195334196090698 (0.18932173041769013) | > loss_disc_real_2: 0.20745711028575897 (0.1877979660056379) | > loss_disc_real_3: 0.21674813330173492 (0.20568509089103185) | > loss_disc_real_4: 0.20862753689289093 (0.19507164528916007) | > loss_disc_real_5: 0.2068847119808197 (0.20722909546431217) | > loss_0: 2.320662260055542 (2.2038560872637363) | > grad_norm_0: tensor(7.5654, device='cuda:0') (tensor(21.4417, device='cuda:0')) | > loss_gen: 2.5355417728424072 (2.7724312439533136) | > loss_kl: 1.6978580951690674 (1.7186293229044483) | > loss_feat: 6.626490116119385 (8.331625880697821) | > loss_mel: 10.980892181396484 (13.023556188942115) | > loss_duration: 1.7020182609558105 (1.6682380342394723) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.542800903320312 (27.514480668961223) | > grad_norm_1: tensor(141.4416, device='cuda:0') (tensor(372.0032, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8471 (0.8511989169946595) | > loader_time: 0.0092 (0.009967770212411438)  --> TIME: 2025-05-11 13:37:09 -- STEP: 587/725 -- GLOBAL_STEP: 342250 | > loss_disc: 2.172191619873047 (2.2032663944023425) | > loss_disc_real_0: 0.13985911011695862 (0.1416721326224445) | > loss_disc_real_1: 0.20030061900615692 (0.18929685512636943) | > loss_disc_real_2: 0.16061411798000336 (0.18764017271020744) | > loss_disc_real_3: 0.20186196267604828 (0.2055852263912026) | > loss_disc_real_4: 0.17378464341163635 (0.19492635336503056) | > loss_disc_real_5: 0.21087515354156494 (0.20715226821944097) | > loss_0: 2.172191619873047 (2.2032663944023425) | > grad_norm_0: tensor(15.5651, device='cuda:0') (tensor(21.7877, device='cuda:0')) | > loss_gen: 2.8370022773742676 (2.7730197390665183) | > loss_kl: 1.7425010204315186 (1.7185104218211649) | > loss_feat: 8.470797538757324 (8.33108278271287) | > loss_mel: 14.11874008178711 (13.010317433631808) | > loss_duration: 1.6583704948425293 (1.66782789112559) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.827411651611328 (27.500758247440476) | > grad_norm_1: tensor(205.3625, device='cuda:0') (tensor(374.2319, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.854 (0.8511193091052964) | > loader_time: 0.0095 (0.009956971953227943)  --> TIME: 2025-05-11 13:37:52 -- STEP: 637/725 -- GLOBAL_STEP: 342300 | > loss_disc: 2.1598703861236572 (2.2017924216703095) | > loss_disc_real_0: 0.14416387677192688 (0.14097746612512918) | > loss_disc_real_1: 0.17326997220516205 (0.18918983046450824) | > loss_disc_real_2: 0.18184822797775269 (0.18747176283757017) | > loss_disc_real_3: 0.21874909102916718 (0.20558158662667275) | > loss_disc_real_4: 0.1820918172597885 (0.19493085639536656) | > loss_disc_real_5: 0.20669510960578918 (0.2072796544390534) | > loss_0: 2.1598703861236572 (2.2017924216703095) | > grad_norm_0: tensor(13.4384, device='cuda:0') (tensor(21.4630, device='cuda:0')) | > loss_gen: 2.7789390087127686 (2.7731462505586113) | > loss_kl: 1.7970975637435913 (1.7175661909336943) | > loss_feat: 8.699243545532227 (8.337282051284042) | > loss_mel: 12.194463729858398 (13.021441621346236) | > loss_duration: 1.6424758434295654 (1.6676181232910516) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.11221694946289 (27.51705421795089) | > grad_norm_1: tensor(324.2924, device='cuda:0') (tensor(371.1853, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8304 (0.8507033618316171) | > loader_time: 0.0093 (0.00994293169473741)  --> TIME: 2025-05-11 13:38:35 -- STEP: 687/725 -- GLOBAL_STEP: 342350 | > loss_disc: 2.1082794666290283 (2.203152700629643) | > loss_disc_real_0: 0.13614176213741302 (0.14075412400598286) | > loss_disc_real_1: 0.17613990604877472 (0.18946017979968227) | > loss_disc_real_2: 0.1788790225982666 (0.1877636722949221) | > loss_disc_real_3: 0.22890523076057434 (0.205590289991669) | > loss_disc_real_4: 0.1874258816242218 (0.19490866933500567) | > loss_disc_real_5: 0.1726021021604538 (0.20743119150530312) | > loss_0: 2.1082794666290283 (2.203152700629643) | > grad_norm_0: tensor(24.8865, device='cuda:0') (tensor(21.2344, device='cuda:0')) | > loss_gen: 2.9174768924713135 (2.7706565943694357) | > loss_kl: 1.7046737670898438 (1.7158051482801697) | > loss_feat: 9.372550964355469 (8.318233718344564) | > loss_mel: 13.688704490661621 (13.003898123639821) | > loss_duration: 1.6902945041656494 (1.6676987550144111) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.373701095581055 (27.476292328369496) | > grad_norm_1: tensor(534.9759, device='cuda:0') (tensor(370.0206, device='cuda:0')) | > current_lr_0: 0.00019005512825430728 | > current_lr_1: 0.00019005512825430728 | > step_time: 0.8702 (0.8501206544462423) | > loader_time: 0.0103 (0.009921971713958703)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.358264923095703 (2.358264923095703) | > loss_disc_real_0: 0.10385236889123917 (0.10385236889123917) | > loss_disc_real_1: 0.1721634715795517 (0.1721634715795517) | > loss_disc_real_2: 0.20891158282756805 (0.20891158282756805) | > loss_disc_real_3: 0.24640752375125885 (0.24640752375125885) | > loss_disc_real_4: 0.31642043590545654 (0.31642043590545654) | > loss_disc_real_5: 0.23674744367599487 (0.23674744367599487) | > loss_0: 2.358264923095703 (2.358264923095703) | > loss_gen: 2.6574299335479736 (2.6574299335479736) | > loss_kl: 2.049264669418335 (2.049264669418335) | > loss_feat: 8.874635696411133 (8.874635696411133) | > loss_mel: 14.57618236541748 (14.57618236541748) | > loss_duration: 1.7213506698608398 (1.7213506698608398) | > loss_1: 29.878864288330078 (29.878864288330078)  --> STEP: 1 | > loss_disc: 2.377178430557251 (2.377178430557251) | > loss_disc_real_0: 0.1150449812412262 (0.1150449812412262) | > loss_disc_real_1: 0.1842423379421234 (0.1842423379421234) | > loss_disc_real_2: 0.21137963235378265 (0.21137963235378265) | > loss_disc_real_3: 0.236347496509552 (0.236347496509552) | > loss_disc_real_4: 0.28166213631629944 (0.28166213631629944) | > loss_disc_real_5: 0.2184716910123825 (0.2184716910123825) | > loss_0: 2.377178430557251 (2.377178430557251) | > loss_gen: 2.51987886428833 (2.51987886428833) | > loss_kl: 2.282806396484375 (2.282806396484375) | > loss_feat: 7.467932224273682 (7.467932224273682) | > loss_mel: 12.279635429382324 (12.279635429382324) | > loss_duration: 1.8427042961120605 (1.8427042961120605) | > loss_1: 26.392955780029297 (26.392955780029297)  --> STEP: 2 | > loss_disc: 2.120304584503174 (2.2487415075302124) | > loss_disc_real_0: 0.07362629473209381 (0.09433563798666) | > loss_disc_real_1: 0.16029642522335052 (0.17226938158273697) | > loss_disc_real_2: 0.21099111437797546 (0.21118537336587906) | > loss_disc_real_3: 0.2202077955007553 (0.22827764600515366) | > loss_disc_real_4: 0.24117526412010193 (0.2614187002182007) | > loss_disc_real_5: 0.1824522763490677 (0.2004619836807251) | > loss_0: 2.120304584503174 (2.2487415075302124) | > loss_gen: 2.8149242401123047 (2.6674015522003174) | > loss_kl: 2.049663782119751 (2.166235089302063) | > loss_feat: 10.29513931274414 (8.881535768508911) | > loss_mel: 15.696320533752441 (13.987977981567383) | > loss_duration: 1.871742606163025 (1.8572234511375427) | > loss_1: 32.72779083251953 (29.560373306274414)  --> STEP: 3 | > loss_disc: 2.315683364868164 (2.2710554599761963) | > loss_disc_real_0: 0.09128544479608536 (0.09331890692313512) | > loss_disc_real_1: 0.19295631349086761 (0.17916502555211386) | > loss_disc_real_2: 0.24386653304100037 (0.22207909325758615) | > loss_disc_real_3: 0.21713829040527344 (0.22456452747186026) | > loss_disc_real_4: 0.28358179330825806 (0.2688063979148865) | > loss_disc_real_5: 0.21380099654197693 (0.20490832130114237) | > loss_0: 2.315683364868164 (2.2710554599761963) | > loss_gen: 2.632399320602417 (2.655734141667684) | > loss_kl: 2.011772394180298 (2.1147475242614746) | > loss_feat: 7.955985069274902 (8.573018868764242) | > loss_mel: 13.248042106628418 (13.74133268992106) | > loss_duration: 1.8486244678497314 (1.854357123374939) | > loss_1: 27.696823120117188 (28.939189910888672)  --> STEP: 4 | > loss_disc: 2.3084042072296143 (2.280392646789551) | > loss_disc_real_0: 0.08720426261425018 (0.09179024584591389) | > loss_disc_real_1: 0.1894603669643402 (0.18173886090517044) | > loss_disc_real_2: 0.24174514412879944 (0.22699560597538948) | > loss_disc_real_3: 0.20146511495113373 (0.21878967434167862) | > loss_disc_real_4: 0.31141605973243713 (0.27945881336927414) | > loss_disc_real_5: 0.23553451895713806 (0.2125648707151413) | > loss_0: 2.3084042072296143 (2.280392646789551) | > loss_gen: 2.711198091506958 (2.6696001291275024) | > loss_kl: 2.028503179550171 (2.0931864380836487) | > loss_feat: 9.618938446044922 (8.834498763084412) | > loss_mel: 15.76264476776123 (14.246660709381104) | > loss_duration: 1.7773346900939941 (1.8351015150547028) | > loss_1: 31.89862060546875 (29.67904758453369) --> EVAL PERFORMANCE | > avg_loader_time: 0.2862418293952942 (+0.0060759782791137695) | > avg_loss_disc: 2.280392646789551 (+0.06718212366104126) | > avg_loss_disc_real_0: 0.09179024584591389 (-0.05650583654642105) | > avg_loss_disc_real_1: 0.18173886090517044 (+0.006686009466648102) | > avg_loss_disc_real_2: 0.22699560597538948 (+0.027224645018577576) | > avg_loss_disc_real_3: 0.21878967434167862 (-0.052855879068374634) | > avg_loss_disc_real_4: 0.27945881336927414 (-0.01682962477207184) | > avg_loss_disc_real_5: 0.2125648707151413 (-0.01082238182425499) | > avg_loss_0: 2.280392646789551 (+0.06718212366104126) | > avg_loss_gen: 2.6696001291275024 (-0.43517982959747314) | > avg_loss_kl: 2.0931864380836487 (+0.12687203288078308) | > avg_loss_feat: 8.834498763084412 (-0.02316439151763916) | > avg_loss_mel: 14.246660709381104 (-0.1185150146484375) | > avg_loss_duration: 1.8351015150547028 (+0.0016453266143798828) | > avg_loss_1: 29.67904758453369 (-0.44834136962890625)  > EPOCH: 409/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 13:39:14)   --> TIME: 2025-05-11 13:39:27 -- STEP: 12/725 -- GLOBAL_STEP: 342400 | > loss_disc: 2.0708563327789307 (2.2125344673792524) | > loss_disc_real_0: 0.16088229417800903 (0.14267442685862383) | > loss_disc_real_1: 0.1938413679599762 (0.19254666939377785) | > loss_disc_real_2: 0.21251022815704346 (0.19274594634771347) | > loss_disc_real_3: 0.21843524277210236 (0.20356316988666853) | > loss_disc_real_4: 0.16082033514976501 (0.19144231701890627) | > loss_disc_real_5: 0.17429517209529877 (0.20370143527785936) | > loss_0: 2.0708563327789307 (2.2125344673792524) | > grad_norm_0: tensor(29.2856, device='cuda:0') (tensor(24.5198, device='cuda:0')) | > loss_gen: 3.0338573455810547 (2.7877662777900696) | > loss_kl: 1.6656867265701294 (1.7313391665617626) | > loss_feat: 10.321721076965332 (8.536803404490152) | > loss_mel: 14.923893928527832 (13.352542161941528) | > loss_duration: 1.7087700366973877 (1.674879103899002) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.653928756713867 (28.083330313364666) | > grad_norm_1: tensor(589.7007, device='cuda:0') (tensor(414.0129, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8648 (0.8295818368593851) | > loader_time: 0.0091 (0.010343551635742188)  --> TIME: 2025-05-11 13:40:10 -- STEP: 62/725 -- GLOBAL_STEP: 342450 | > loss_disc: 2.0887413024902344 (2.190496702348032) | > loss_disc_real_0: 0.10682664811611176 (0.13713960421662175) | > loss_disc_real_1: 0.15406082570552826 (0.18974167565184255) | > loss_disc_real_2: 0.18370018899440765 (0.1880139588348327) | > loss_disc_real_3: 0.2043270319700241 (0.20505734869549352) | > loss_disc_real_4: 0.18746057152748108 (0.19376784827440016) | > loss_disc_real_5: 0.20845924317836761 (0.20567884945100354) | > loss_0: 2.0887413024902344 (2.190496702348032) | > grad_norm_0: tensor(22.2694, device='cuda:0') (tensor(22.0427, device='cuda:0')) | > loss_gen: 2.9239187240600586 (2.795161477981074) | > loss_kl: 1.5912505388259888 (1.7017605823855246) | > loss_feat: 8.943703651428223 (8.448142982298329) | > loss_mel: 14.165656089782715 (13.209910700398106) | > loss_duration: 1.7279785871505737 (1.6677299930203346) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.352508544921875 (27.822705638024114) | > grad_norm_1: tensor(476.2341, device='cuda:0') (tensor(404.3013, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8477 (0.8485387563705444) | > loader_time: 0.0103 (0.010218631836675828)  --> TIME: 2025-05-11 13:40:53 -- STEP: 112/725 -- GLOBAL_STEP: 342500 | > loss_disc: 2.264270782470703 (2.1908511189477804) | > loss_disc_real_0: 0.15564244985580444 (0.13597371815038573) | > loss_disc_real_1: 0.1908513456583023 (0.18966582577143393) | > loss_disc_real_2: 0.18080547451972961 (0.18759777317089688) | > loss_disc_real_3: 0.20101168751716614 (0.20422606968453952) | > loss_disc_real_4: 0.20756179094314575 (0.19445623204644238) | > loss_disc_real_5: 0.2228255420923233 (0.20640199817717075) | > loss_0: 2.264270782470703 (2.1908511189477804) | > grad_norm_0: tensor(16.5225, device='cuda:0') (tensor(20.7258, device='cuda:0')) | > loss_gen: 2.6020214557647705 (2.7820488469941265) | > loss_kl: 1.5857585668563843 (1.716846680002553) | > loss_feat: 6.87600040435791 (8.363063033138003) | > loss_mel: 10.915642738342285 (13.107071604047503) | > loss_duration: 1.650325059890747 (1.6698225108640534) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.629749298095703 (27.63885269846235) | > grad_norm_1: tensor(563.9382, device='cuda:0') (tensor(392.3729, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8241 (0.8504531128065927) | > loader_time: 0.0106 (0.010075760739190238)  --> TIME: 2025-05-11 13:41:36 -- STEP: 162/725 -- GLOBAL_STEP: 342550 | > loss_disc: 2.304579734802246 (2.1944745006384685) | > loss_disc_real_0: 0.135172039270401 (0.13557708088630507) | > loss_disc_real_1: 0.21434485912322998 (0.19079329993253868) | > loss_disc_real_2: 0.19967341423034668 (0.18767906596631168) | > loss_disc_real_3: 0.21356432139873505 (0.2045562595680908) | > loss_disc_real_4: 0.2052769511938095 (0.1949296452932887) | > loss_disc_real_5: 0.22383466362953186 (0.2060854456123011) | > loss_0: 2.304579734802246 (2.1944745006384685) | > grad_norm_0: tensor(13.3021, device='cuda:0') (tensor(20.1675, device='cuda:0')) | > loss_gen: 2.6138360500335693 (2.775594618585373) | > loss_kl: 1.8231767416000366 (1.7182618431103083) | > loss_feat: 7.571012496948242 (8.33400602693911) | > loss_mel: 12.939650535583496 (13.04638180320645) | > loss_duration: 1.6164664030075073 (1.6698834322116993) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.56414222717285 (27.544127805733385) | > grad_norm_1: tensor(381.4333, device='cuda:0') (tensor(388.6188, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8344 (0.8494683592407791) | > loader_time: 0.0093 (0.01008274820115831)  --> TIME: 2025-05-11 13:42:20 -- STEP: 212/725 -- GLOBAL_STEP: 342600 | > loss_disc: 2.0638160705566406 (2.196278176780016) | > loss_disc_real_0: 0.14698688685894012 (0.13591389150692604) | > loss_disc_real_1: 0.1733475625514984 (0.19054320749809156) | > loss_disc_real_2: 0.19188037514686584 (0.18832957737569525) | > loss_disc_real_3: 0.18493424355983734 (0.20433969451290257) | > loss_disc_real_4: 0.16639862954616547 (0.1948890714150554) | > loss_disc_real_5: 0.2100539356470108 (0.20652544132943426) | > loss_0: 2.0638160705566406 (2.196278176780016) | > grad_norm_0: tensor(23.3891, device='cuda:0') (tensor(20.0212, device='cuda:0')) | > loss_gen: 2.84806752204895 (2.7678642486626233) | > loss_kl: 1.596119999885559 (1.721765031229775) | > loss_feat: 9.59859561920166 (8.299857848095444) | > loss_mel: 14.103401184082031 (12.979397985170468) | > loss_duration: 1.6749248504638672 (1.6691783762203072) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.821109771728516 (27.43806353155172) | > grad_norm_1: tensor(685.3389, device='cuda:0') (tensor(380.4157, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8452 (0.8514594750584297) | > loader_time: 0.0101 (0.01012769510161202)  --> TIME: 2025-05-11 13:43:04 -- STEP: 262/725 -- GLOBAL_STEP: 342650 | > loss_disc: 2.1269948482513428 (2.195954787367172) | > loss_disc_real_0: 0.0850236639380455 (0.1356816388780379) | > loss_disc_real_1: 0.19282062351703644 (0.19014458341225413) | > loss_disc_real_2: 0.17412520945072174 (0.1877831435044302) | > loss_disc_real_3: 0.21708276867866516 (0.20487278773811937) | > loss_disc_real_4: 0.1687576174736023 (0.19465326563320082) | > loss_disc_real_5: 0.18294772505760193 (0.2069063186645508) | > loss_0: 2.1269948482513428 (2.195954787367172) | > grad_norm_0: tensor(23.3311, device='cuda:0') (tensor(20.4561, device='cuda:0')) | > loss_gen: 2.7988853454589844 (2.7705779011922926) | > loss_kl: 1.7486268281936646 (1.7217208329047866) | > loss_feat: 8.022916793823242 (8.310509705361516) | > loss_mel: 13.444311141967773 (13.029992391134943) | > loss_duration: 1.6598095893859863 (1.6699478453352252) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.674549102783203 (27.50274872961845) | > grad_norm_1: tensor(436.6606, device='cuda:0') (tensor(377.1578, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8953 (0.8520954583437388) | > loader_time: 0.01 (0.010054235239975324)  --> TIME: 2025-05-11 13:43:47 -- STEP: 312/725 -- GLOBAL_STEP: 342700 | > loss_disc: 2.3032615184783936 (2.198814462774838) | > loss_disc_real_0: 0.12996111810207367 (0.13609339769643086) | > loss_disc_real_1: 0.19814378023147583 (0.19006522778326113) | > loss_disc_real_2: 0.1853802353143692 (0.18756846615519268) | > loss_disc_real_3: 0.22735467553138733 (0.20493620008421246) | > loss_disc_real_4: 0.20080961287021637 (0.19493511113791884) | > loss_disc_real_5: 0.20409055054187775 (0.20736752206889483) | > loss_0: 2.3032615184783936 (2.198814462774838) | > grad_norm_0: tensor(25.6197, device='cuda:0') (tensor(20.5577, device='cuda:0')) | > loss_gen: 2.584433078765869 (2.7638878333262906) | > loss_kl: 1.6002426147460938 (1.7168529217059803) | > loss_feat: 7.619851112365723 (8.28084914348064) | > loss_mel: 11.798995971679688 (12.987366590744402) | > loss_duration: 1.660583257675171 (1.6691935253448982) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.26410484313965 (27.418150052046165) | > grad_norm_1: tensor(527.3937, device='cuda:0') (tensor(379.3526, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8407 (0.8517390604202564) | > loader_time: 0.0102 (0.010025285757504976)  --> TIME: 2025-05-11 13:44:30 -- STEP: 362/725 -- GLOBAL_STEP: 342750 | > loss_disc: 2.1232125759124756 (2.197333867049347) | > loss_disc_real_0: 0.1373533308506012 (0.13576238931707257) | > loss_disc_real_1: 0.17575450241565704 (0.18985641229053887) | > loss_disc_real_2: 0.19238899648189545 (0.1874245233957279) | > loss_disc_real_3: 0.17613227665424347 (0.2046757145316561) | > loss_disc_real_4: 0.16952618956565857 (0.19466366096096127) | > loss_disc_real_5: 0.21362851560115814 (0.20772076373436174) | > loss_0: 2.1232125759124756 (2.197333867049347) | > grad_norm_0: tensor(26.3382, device='cuda:0') (tensor(20.4169, device='cuda:0')) | > loss_gen: 2.998147487640381 (2.762521830711577) | > loss_kl: 1.6980682611465454 (1.7155567150748243) | > loss_feat: 9.015962600708008 (8.282054997280811) | > loss_mel: 12.917646408081055 (12.988878492492333) | > loss_duration: 1.606821894645691 (1.668046966771395) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.23664665222168 (27.41705903427377) | > grad_norm_1: tensor(457.6256, device='cuda:0') (tensor(375.3041, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8366 (0.8513013203499725) | > loader_time: 0.0097 (0.010007976827041881)  --> TIME: 2025-05-11 13:45:13 -- STEP: 412/725 -- GLOBAL_STEP: 342800 | > loss_disc: 2.351257085800171 (2.1999244791211408) | > loss_disc_real_0: 0.1424032598733902 (0.13609436085646598) | > loss_disc_real_1: 0.19180232286453247 (0.19003648379618682) | > loss_disc_real_2: 0.23362089693546295 (0.1877870875076182) | > loss_disc_real_3: 0.18444104492664337 (0.2048869128655461) | > loss_disc_real_4: 0.20549960434436798 (0.19446875498566799) | > loss_disc_real_5: 0.19284261763095856 (0.2076768100044681) | > loss_0: 2.351257085800171 (2.1999244791211408) | > grad_norm_0: tensor(19.9010, device='cuda:0') (tensor(20.6224, device='cuda:0')) | > loss_gen: 2.659496307373047 (2.7611251195657616) | > loss_kl: 1.671838641166687 (1.7119746925761403) | > loss_feat: 7.429762840270996 (8.261518118450935) | > loss_mel: 12.464962005615234 (12.956616417875564) | > loss_duration: 1.6757837533950806 (1.6685228081582826) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.90184211730957 (27.35975720581499) | > grad_norm_1: tensor(186.9526, device='cuda:0') (tensor(376.5681, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8608 (0.851065578969937) | > loader_time: 0.011 (0.009973389431110863)  --> TIME: 2025-05-11 13:45:56 -- STEP: 462/725 -- GLOBAL_STEP: 342850 | > loss_disc: 2.220695972442627 (2.20004118082327) | > loss_disc_real_0: 0.14137525856494904 (0.1362361466891063) | > loss_disc_real_1: 0.18012475967407227 (0.19012450101055625) | > loss_disc_real_2: 0.19694556295871735 (0.18761186966132282) | > loss_disc_real_3: 0.18929915130138397 (0.204753504719311) | > loss_disc_real_4: 0.1877848207950592 (0.19452642781651885) | > loss_disc_real_5: 0.21244126558303833 (0.20780103098907513) | > loss_0: 2.220695972442627 (2.20004118082327) | > grad_norm_0: tensor(18.5244, device='cuda:0') (tensor(20.4015, device='cuda:0')) | > loss_gen: 2.7951161861419678 (2.7630904778773666) | > loss_kl: 1.7042895555496216 (1.7143513715112368) | > loss_feat: 8.326478004455566 (8.27000036074485) | > loss_mel: 13.086490631103516 (12.960532235892817) | > loss_duration: 1.674661636352539 (1.6684217716192276) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.5870361328125 (27.376396220483823) | > grad_norm_1: tensor(167.3029, device='cuda:0') (tensor(372.7644, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.7901 (0.8501949558010349) | > loader_time: 0.0096 (0.009948397095585282)  --> TIME: 2025-05-11 13:46:39 -- STEP: 512/725 -- GLOBAL_STEP: 342900 | > loss_disc: 2.3046770095825195 (2.202528405701739) | > loss_disc_real_0: 0.167344331741333 (0.13653882125800001) | > loss_disc_real_1: 0.1981709897518158 (0.19036822114139795) | > loss_disc_real_2: 0.2014344334602356 (0.1879291064979042) | > loss_disc_real_3: 0.20345066487789154 (0.20494489977136252) | > loss_disc_real_4: 0.18268318474292755 (0.19479270454030473) | > loss_disc_real_5: 0.213612899184227 (0.20801004124223255) | > loss_0: 2.3046770095825195 (2.202528405701739) | > grad_norm_0: tensor(23.2785, device='cuda:0') (tensor(20.2662, device='cuda:0')) | > loss_gen: 2.5133960247039795 (2.7606308846734477) | > loss_kl: 1.72001314163208 (1.709645541151986) | > loss_feat: 6.375965595245361 (8.252355244010683) | > loss_mel: 10.565357208251953 (12.945196935907003) | > loss_duration: 1.6154042482376099 (1.6691773477941756) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.79013442993164 (27.337005957961082) | > grad_norm_1: tensor(292.6487, device='cuda:0') (tensor(370.1109, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8398 (0.849752813577652) | > loader_time: 0.0092 (0.009930466301739216)  --> TIME: 2025-05-11 13:47:22 -- STEP: 562/725 -- GLOBAL_STEP: 342950 | > loss_disc: 2.0274291038513184 (2.202124340890562) | > loss_disc_real_0: 0.08124404400587082 (0.13637366869695666) | > loss_disc_real_1: 0.17410552501678467 (0.19019914625272208) | > loss_disc_real_2: 0.15468810498714447 (0.1879064238421433) | > loss_disc_real_3: 0.17283128201961517 (0.2049002445094102) | > loss_disc_real_4: 0.15674860775470734 (0.1948432296620568) | > loss_disc_real_5: 0.21061468124389648 (0.2080553851730034) | > loss_0: 2.0274291038513184 (2.202124340890562) | > grad_norm_0: tensor(26.7342, device='cuda:0') (tensor(20.5840, device='cuda:0')) | > loss_gen: 2.924044609069824 (2.7614447082064775) | > loss_kl: 1.6636167764663696 (1.7164763748857905) | > loss_feat: 9.689687728881836 (8.253568001064961) | > loss_mel: 14.394364356994629 (12.94415551657354) | > loss_duration: 1.6384351253509521 (1.6691797082958704) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.310150146484375 (27.34482432260208) | > grad_norm_1: tensor(511.4106, device='cuda:0') (tensor(373.0157, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8959 (0.8490993263882676) | > loader_time: 0.0096 (0.009892119631648488)  --> TIME: 2025-05-11 13:48:05 -- STEP: 612/725 -- GLOBAL_STEP: 343000 | > loss_disc: 2.3848233222961426 (2.20106630757743) | > loss_disc_real_0: 0.13506418466567993 (0.13644778113690456) | > loss_disc_real_1: 0.2045396864414215 (0.19004965512678515) | > loss_disc_real_2: 0.21453863382339478 (0.1878947246259724) | > loss_disc_real_3: 0.22258423268795013 (0.20487895252463084) | > loss_disc_real_4: 0.22664496302604675 (0.19453085002069379) | > loss_disc_real_5: 0.22062796354293823 (0.2078884016065036) | > loss_0: 2.3848233222961426 (2.20106630757743) | > grad_norm_0: tensor(10.9224, device='cuda:0') (tensor(20.9414, device='cuda:0')) | > loss_gen: 2.6313793659210205 (2.765584020443215) | > loss_kl: 1.8794974088668823 (1.71673309316043) | > loss_feat: 6.977639198303223 (8.27064416455287) | > loss_mel: 11.484594345092773 (12.952966956531304) | > loss_duration: 1.5971848964691162 (1.668808923048132) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.570297241210938 (27.37473719104443) | > grad_norm_1: tensor(237.4983, device='cuda:0') (tensor(376.0059, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8038 (0.8491642256967381) | > loader_time: 0.009 (0.009916260351542553) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_343000.pth  --> TIME: 2025-05-11 13:48:51 -- STEP: 662/725 -- GLOBAL_STEP: 343050 | > loss_disc: 2.0854756832122803 (2.2020994491447463) | > loss_disc_real_0: 0.09869731217622757 (0.13648492818152436) | > loss_disc_real_1: 0.1929420381784439 (0.19021787973869245) | > loss_disc_real_2: 0.19829224050045013 (0.18796646338395123) | > loss_disc_real_3: 0.18118640780448914 (0.2049180715375797) | > loss_disc_real_4: 0.20342028141021729 (0.19471281967224308) | > loss_disc_real_5: 0.17457176744937897 (0.20793779775095125) | > loss_0: 2.0854756832122803 (2.2020994491447463) | > grad_norm_0: tensor(8.2624, device='cuda:0') (tensor(20.9056, device='cuda:0')) | > loss_gen: 2.8327481746673584 (2.7639415667496454) | > loss_kl: 1.87356436252594 (1.7198311708124747) | > loss_feat: 8.75203800201416 (8.26274642339285) | > loss_mel: 13.834424018859863 (12.94022592677091) | > loss_duration: 1.692319631576538 (1.6690926234887808) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.98509407043457 (27.3558377412871) | > grad_norm_1: tensor(264.2694, device='cuda:0') (tensor(375.7984, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.8836 (0.8490694365112441) | > loader_time: 0.0099 (0.009921503571225076)  --> TIME: 2025-05-11 13:49:34 -- STEP: 712/725 -- GLOBAL_STEP: 343100 | > loss_disc: 2.1166484355926514 (2.203409368904788) | > loss_disc_real_0: 0.1180441752076149 (0.13648036837033678) | > loss_disc_real_1: 0.1589621901512146 (0.19032348340816713) | > loss_disc_real_2: 0.17971941828727722 (0.18813089955221396) | > loss_disc_real_3: 0.2150021195411682 (0.20490305707528353) | > loss_disc_real_4: 0.16276493668556213 (0.1947223083900936) | > loss_disc_real_5: 0.2066863626241684 (0.20816575823707523) | > loss_0: 2.1166484355926514 (2.203409368904788) | > grad_norm_0: tensor(6.2412, device='cuda:0') (tensor(20.7282, device='cuda:0')) | > loss_gen: 2.9165403842926025 (2.7620054259059175) | > loss_kl: 1.85768461227417 (1.7188736578721682) | > loss_feat: 8.622692108154297 (8.254822748430643) | > loss_mel: 14.357757568359375 (12.938217957368062) | > loss_duration: 1.668690800666809 (1.6686789358264948) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.42336654663086 (27.342598749010754) | > grad_norm_1: tensor(216.2695, device='cuda:0') (tensor(375.2443, device='cuda:0')) | > current_lr_0: 0.00019003137136327548 | > current_lr_1: 0.00019003137136327548 | > step_time: 0.819 (0.8498973608686682) | > loader_time: 0.0095 (0.009895324707031248)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.317423105239868 (2.317423105239868) | > loss_disc_real_0: 0.13036371767520905 (0.13036371767520905) | > loss_disc_real_1: 0.2315130978822708 (0.2315130978822708) | > loss_disc_real_2: 0.2504543960094452 (0.2504543960094452) | > loss_disc_real_3: 0.23210377991199493 (0.23210377991199493) | > loss_disc_real_4: 0.20754921436309814 (0.20754921436309814) | > loss_disc_real_5: 0.23636186122894287 (0.23636186122894287) | > loss_0: 2.317423105239868 (2.317423105239868) | > loss_gen: 2.804927110671997 (2.804927110671997) | > loss_kl: 2.1342835426330566 (2.1342835426330566) | > loss_feat: 8.483501434326172 (8.483501434326172) | > loss_mel: 13.222336769104004 (13.222336769104004) | > loss_duration: 1.7044931650161743 (1.7044931650161743) | > loss_1: 28.34954261779785 (28.34954261779785)  --> STEP: 1 | > loss_disc: 2.35115909576416 (2.35115909576416) | > loss_disc_real_0: 0.1388084441423416 (0.1388084441423416) | > loss_disc_real_1: 0.2340063750743866 (0.2340063750743866) | > loss_disc_real_2: 0.25120899081230164 (0.25120899081230164) | > loss_disc_real_3: 0.21414387226104736 (0.21414387226104736) | > loss_disc_real_4: 0.19422736763954163 (0.19422736763954163) | > loss_disc_real_5: 0.2561410069465637 (0.2561410069465637) | > loss_0: 2.35115909576416 (2.35115909576416) | > loss_gen: 2.7000839710235596 (2.7000839710235596) | > loss_kl: 2.2092936038970947 (2.2092936038970947) | > loss_feat: 7.741679668426514 (7.741679668426514) | > loss_mel: 13.428474426269531 (13.428474426269531) | > loss_duration: 1.8212131261825562 (1.8212131261825562) | > loss_1: 27.900745391845703 (27.900745391845703)  --> STEP: 2 | > loss_disc: 2.230788230895996 (2.290973663330078) | > loss_disc_real_0: 0.12223255634307861 (0.1305205002427101) | > loss_disc_real_1: 0.19189848005771637 (0.21295242756605148) | > loss_disc_real_2: 0.24541306495666504 (0.24831102788448334) | > loss_disc_real_3: 0.20645293593406677 (0.21029840409755707) | > loss_disc_real_4: 0.20144601166248322 (0.19783668965101242) | > loss_disc_real_5: 0.24111731350421906 (0.2486291602253914) | > loss_0: 2.230788230895996 (2.290973663330078) | > loss_gen: 2.824068307876587 (2.7620761394500732) | > loss_kl: 2.0171802043914795 (2.113236904144287) | > loss_feat: 8.673076629638672 (8.207378149032593) | > loss_mel: 14.365435600280762 (13.896955013275146) | > loss_duration: 1.841112494468689 (1.8311628103256226) | > loss_1: 29.72087287902832 (28.81080913543701)  --> STEP: 3 | > loss_disc: 2.2966835498809814 (2.292876958847046) | > loss_disc_real_0: 0.14630179107189178 (0.135780930519104) | > loss_disc_real_1: 0.24009305238723755 (0.22199930250644684) | > loss_disc_real_2: 0.2506515681743622 (0.24909120798110962) | > loss_disc_real_3: 0.21785230934619904 (0.21281637251377106) | > loss_disc_real_4: 0.19490332901477814 (0.19685890277226767) | > loss_disc_real_5: 0.23615549504756927 (0.24447127183278403) | > loss_0: 2.2966835498809814 (2.292876958847046) | > loss_gen: 2.7914953231811523 (2.7718825340270996) | > loss_kl: 1.827454924583435 (2.01797624429067) | > loss_feat: 8.183782577514648 (8.199512958526611) | > loss_mel: 13.77926254272461 (13.8577241897583) | > loss_duration: 1.849922776222229 (1.837416132291158) | > loss_1: 28.43191909790039 (28.684512456258137)  --> STEP: 4 | > loss_disc: 2.371070384979248 (2.3124253153800964) | > loss_disc_real_0: 0.13024449348449707 (0.13439682126045227) | > loss_disc_real_1: 0.22615739703178406 (0.22303882613778114) | > loss_disc_real_2: 0.21093541383743286 (0.23955225944519043) | > loss_disc_real_3: 0.2156989574432373 (0.21353701874613762) | > loss_disc_real_4: 0.22531354427337646 (0.20397256314754486) | > loss_disc_real_5: 0.2699059844017029 (0.25082994997501373) | > loss_0: 2.371070384979248 (2.3124253153800964) | > loss_gen: 2.601848602294922 (2.729374051094055) | > loss_kl: 2.0345804691314697 (2.0221273005008698) | > loss_feat: 6.474143028259277 (7.768170475959778) | > loss_mel: 12.583854675292969 (13.539256811141968) | > loss_duration: 1.778836727142334 (1.822771281003952) | > loss_1: 25.473264694213867 (27.88170051574707) --> EVAL PERFORMANCE | > avg_loader_time: 0.28223609924316406 (-0.004005730152130127) | > avg_loss_disc: 2.3124253153800964 (+0.032032668590545654) | > avg_loss_disc_real_0: 0.13439682126045227 (+0.042606575414538383) | > avg_loss_disc_real_1: 0.22303882613778114 (+0.0412999652326107) | > avg_loss_disc_real_2: 0.23955225944519043 (+0.012556653469800949) | > avg_loss_disc_real_3: 0.21353701874613762 (-0.005252655595541) | > avg_loss_disc_real_4: 0.20397256314754486 (-0.07548625022172928) | > avg_loss_disc_real_5: 0.25082994997501373 (+0.038265079259872437) | > avg_loss_0: 2.3124253153800964 (+0.032032668590545654) | > avg_loss_gen: 2.729374051094055 (+0.059773921966552734) | > avg_loss_kl: 2.0221273005008698 (-0.07105913758277893) | > avg_loss_feat: 7.768170475959778 (-1.0663282871246338) | > avg_loss_mel: 13.539256811141968 (-0.7074038982391357) | > avg_loss_duration: 1.822771281003952 (-0.012330234050750732) | > avg_loss_1: 27.88170051574707 (-1.797347068786621)  > EPOCH: 410/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 13:49:51)   --> TIME: 2025-05-11 13:50:25 -- STEP: 37/725 -- GLOBAL_STEP: 343150 | > loss_disc: 2.1435630321502686 (2.1943258852572054) | > loss_disc_real_0: 0.16735856235027313 (0.13299126681443807) | > loss_disc_real_1: 0.183615043759346 (0.1879197181882085) | > loss_disc_real_2: 0.15941902995109558 (0.18839586264378316) | > loss_disc_real_3: 0.1913580745458603 (0.20814233535044901) | > loss_disc_real_4: 0.19804634153842926 (0.19410010729287122) | > loss_disc_real_5: 0.2187032848596573 (0.20734208057055603) | > loss_0: 2.1435630321502686 (2.1943258852572054) | > grad_norm_0: tensor(18.1196, device='cuda:0') (tensor(19.9620, device='cuda:0')) | > loss_gen: 2.96429181098938 (2.791169566077155) | > loss_kl: 1.677412509918213 (1.7227253172848678) | > loss_feat: 9.298847198486328 (8.458935389647616) | > loss_mel: 13.10255241394043 (13.262596181921056) | > loss_duration: 1.677376389503479 (1.6626849657780416) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.72047996520996 (27.898111755783493) | > grad_norm_1: tensor(360.7438, device='cuda:0') (tensor(382.2001, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8443 (0.8492525719307564) | > loader_time: 0.0099 (0.010320147952517948)  --> TIME: 2025-05-11 13:51:09 -- STEP: 87/725 -- GLOBAL_STEP: 343200 | > loss_disc: 2.1919212341308594 (2.194128938104916) | > loss_disc_real_0: 0.1922149360179901 (0.1340500422935376) | > loss_disc_real_1: 0.19165846705436707 (0.1889106701502855) | > loss_disc_real_2: 0.2099415361881256 (0.1879495079147405) | > loss_disc_real_3: 0.17734363675117493 (0.20613201955954233) | > loss_disc_real_4: 0.2015603631734848 (0.19414126924399672) | > loss_disc_real_5: 0.22428841888904572 (0.20828081307740048) | > loss_0: 2.1919212341308594 (2.194128938104916) | > grad_norm_0: tensor(27.6532, device='cuda:0') (tensor(21.2517, device='cuda:0')) | > loss_gen: 2.811753034591675 (2.7845195052267484) | > loss_kl: 1.7802671194076538 (1.7341872111134145) | > loss_feat: 8.26928997039795 (8.361253963119681) | > loss_mel: 13.094376564025879 (13.13158192031685) | > loss_duration: 1.6461050510406494 (1.6650996413724175) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.601789474487305 (27.67664247271659) | > grad_norm_1: tensor(557.5309, device='cuda:0') (tensor(387.5161, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8254 (0.8481795760406845) | > loader_time: 0.0111 (0.010225071304145903)  --> TIME: 2025-05-11 13:51:52 -- STEP: 137/725 -- GLOBAL_STEP: 343250 | > loss_disc: 2.2227349281311035 (2.2030776921850066) | > loss_disc_real_0: 0.14292457699775696 (0.13650542492196502) | > loss_disc_real_1: 0.18985812366008759 (0.1895706505671035) | > loss_disc_real_2: 0.17407888174057007 (0.18684094535173293) | > loss_disc_real_3: 0.21353287994861603 (0.2070607767052894) | > loss_disc_real_4: 0.18873189389705658 (0.19462811294263296) | > loss_disc_real_5: 0.2077035903930664 (0.20855644573695467) | > loss_0: 2.2227349281311035 (2.2030776921850066) | > grad_norm_0: tensor(13.7489, device='cuda:0') (tensor(21.3663, device='cuda:0')) | > loss_gen: 2.769355297088623 (2.774913015156766) | > loss_kl: 1.6609642505645752 (1.7245030420540024) | > loss_feat: 8.684113502502441 (8.334425028223196) | > loss_mel: 12.879977226257324 (13.089747213099125) | > loss_duration: 1.6610071659088135 (1.6654337052881283) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.655418395996094 (27.589022142173604) | > grad_norm_1: tensor(137.5313, device='cuda:0') (tensor(374.4134, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8244 (0.849251754092474) | > loader_time: 0.009 (0.010250620598340556)  --> TIME: 2025-05-11 13:52:35 -- STEP: 187/725 -- GLOBAL_STEP: 343300 | > loss_disc: 2.3044700622558594 (2.2050087451934837) | > loss_disc_real_0: 0.1464967280626297 (0.13646509821083463) | > loss_disc_real_1: 0.2092158943414688 (0.19029394071051148) | > loss_disc_real_2: 0.1909363567829132 (0.1870620349511744) | > loss_disc_real_3: 0.17839182913303375 (0.2068389588817556) | > loss_disc_real_4: 0.21489185094833374 (0.19493458726826832) | > loss_disc_real_5: 0.19024311006069183 (0.20867661342901342) | > loss_0: 2.3044700622558594 (2.2050087451934837) | > grad_norm_0: tensor(24.4458, device='cuda:0') (tensor(21.0832, device='cuda:0')) | > loss_gen: 2.5911896228790283 (2.765698979882633) | > loss_kl: 1.6428983211517334 (1.7189656604420056) | > loss_feat: 7.905073642730713 (8.302354945218497) | > loss_mel: 12.30422592163086 (13.050452844344358) | > loss_duration: 1.6815354824066162 (1.666819175934409) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.124923706054688 (27.50429163642108) | > grad_norm_1: tensor(473.2454, device='cuda:0') (tensor(366.9662, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8528 (0.8486879012163948) | > loader_time: 0.0097 (0.010204136690353962)  --> TIME: 2025-05-11 13:53:18 -- STEP: 237/725 -- GLOBAL_STEP: 343350 | > loss_disc: 2.13797664642334 (2.204806675890832) | > loss_disc_real_0: 0.13123366236686707 (0.1359042719572405) | > loss_disc_real_1: 0.2018636167049408 (0.1901953427223214) | > loss_disc_real_2: 0.20664601027965546 (0.18788331256637097) | > loss_disc_real_3: 0.22518892586231232 (0.20642583179071486) | > loss_disc_real_4: 0.19039535522460938 (0.19519815358180032) | > loss_disc_real_5: 0.20586802065372467 (0.20874429585309975) | > loss_0: 2.13797664642334 (2.204806675890832) | > grad_norm_0: tensor(37.0594, device='cuda:0') (tensor(20.6860, device='cuda:0')) | > loss_gen: 2.9054205417633057 (2.7646125620427515) | > loss_kl: 1.6985470056533813 (1.7223970477591084) | > loss_feat: 9.208794593811035 (8.29777507540546) | > loss_mel: 14.421842575073242 (13.031324346357257) | > loss_duration: 1.6488045454025269 (1.6678303359430047) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.88340950012207 (27.48393943239365) | > grad_norm_1: tensor(595.7623, device='cuda:0') (tensor(363.9765, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8151 (0.8503055341133086) | > loader_time: 0.0091 (0.010212175956758262)  --> TIME: 2025-05-11 13:54:02 -- STEP: 287/725 -- GLOBAL_STEP: 343400 | > loss_disc: 2.4406211376190186 (2.2044078647467336) | > loss_disc_real_0: 0.16253983974456787 (0.13578020550232733) | > loss_disc_real_1: 0.22992150485515594 (0.19057237530834592) | > loss_disc_real_2: 0.23440812528133392 (0.18821985744433126) | > loss_disc_real_3: 0.24868488311767578 (0.20577790995715803) | > loss_disc_real_4: 0.19772504270076752 (0.19499269190150265) | > loss_disc_real_5: 0.2281057983636856 (0.208265037175255) | > loss_0: 2.4406211376190186 (2.2044078647467336) | > grad_norm_0: tensor(18.9163, device='cuda:0') (tensor(20.6350, device='cuda:0')) | > loss_gen: 2.6085963249206543 (2.7670821902643925) | > loss_kl: 1.7310824394226074 (1.718376658519386) | > loss_feat: 5.78756046295166 (8.287027388914948) | > loss_mel: 10.460297584533691 (13.039102913195247) | > loss_duration: 1.6976724863052368 (1.6676082129262464) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.28520965576172 (27.479197365897047) | > grad_norm_1: tensor(197.6326, device='cuda:0') (tensor(368.4252, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8023 (0.8501467970605511) | > loader_time: 0.0093 (0.01021455555427365)  --> TIME: 2025-05-11 13:54:45 -- STEP: 337/725 -- GLOBAL_STEP: 343450 | > loss_disc: 2.2265398502349854 (2.2045872628865677) | > loss_disc_real_0: 0.1305829882621765 (0.1364130940874181) | > loss_disc_real_1: 0.2164570689201355 (0.190402144671194) | > loss_disc_real_2: 0.17448647320270538 (0.18823720691642706) | > loss_disc_real_3: 0.18304479122161865 (0.20538435270595268) | > loss_disc_real_4: 0.18646110594272614 (0.19500118533829186) | > loss_disc_real_5: 0.2103082835674286 (0.20801884798161713) | > loss_0: 2.2265398502349854 (2.2045872628865677) | > grad_norm_0: tensor(18.5893, device='cuda:0') (tensor(20.7722, device='cuda:0')) | > loss_gen: 2.812235116958618 (2.7686672486608024) | > loss_kl: 1.644569993019104 (1.7152117766683108) | > loss_feat: 8.109309196472168 (8.277639140007402) | > loss_mel: 12.47957706451416 (13.033718632661271) | > loss_duration: 1.6325249671936035 (1.6673480413787796) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.67821502685547 (27.462584832301832) | > grad_norm_1: tensor(374.8727, device='cuda:0') (tensor(373.2295, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8769 (0.8496822794396378) | > loader_time: 0.01 (0.010121505409036972)  --> TIME: 2025-05-11 13:55:28 -- STEP: 387/725 -- GLOBAL_STEP: 343500 | > loss_disc: 2.1514482498168945 (2.202836419876846) | > loss_disc_real_0: 0.11603760719299316 (0.13641009745440738) | > loss_disc_real_1: 0.1747315376996994 (0.19022659014053747) | > loss_disc_real_2: 0.16673658788204193 (0.18845740626794738) | > loss_disc_real_3: 0.1901128888130188 (0.2048438351976779) | > loss_disc_real_4: 0.18780548870563507 (0.19524999478836688) | > loss_disc_real_5: 0.23234640061855316 (0.2077651728108256) | > loss_0: 2.1514482498168945 (2.202836419876846) | > grad_norm_0: tensor(30.9670, device='cuda:0') (tensor(20.8885, device='cuda:0')) | > loss_gen: 2.769209623336792 (2.773496657994982) | > loss_kl: 1.5184087753295898 (1.7160829912476454) | > loss_feat: 8.728751182556152 (8.290201273383403) | > loss_mel: 13.579267501831055 (13.055023015931596) | > loss_duration: 1.7540740966796875 (1.6673745320440878) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.34971046447754 (27.502178438566144) | > grad_norm_1: tensor(599.8387, device='cuda:0') (tensor(378.4185, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8496 (0.8494297509353601) | > loader_time: 0.0094 (0.01009983733026864)  --> TIME: 2025-05-11 13:56:11 -- STEP: 437/725 -- GLOBAL_STEP: 343550 | > loss_disc: 2.331998586654663 (2.202932253582252) | > loss_disc_real_0: 0.11319822072982788 (0.1363301555236089) | > loss_disc_real_1: 0.1812542825937271 (0.19028914445324954) | > loss_disc_real_2: 0.19369906187057495 (0.18856597420689178) | > loss_disc_real_3: 0.22269228100776672 (0.20494641963759058) | > loss_disc_real_4: 0.19690890610218048 (0.19527958077751517) | > loss_disc_real_5: 0.18606361746788025 (0.2076455755010077) | > loss_0: 2.331998586654663 (2.202932253582252) | > grad_norm_0: tensor(10.1808, device='cuda:0') (tensor(20.7729, device='cuda:0')) | > loss_gen: 2.5045573711395264 (2.774222700764985) | > loss_kl: 1.718809962272644 (1.7114455397123602) | > loss_feat: 6.903058052062988 (8.294425669742113) | > loss_mel: 10.848142623901367 (13.053919595766395) | > loss_duration: 1.635319709777832 (1.6673258643946878) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.609886169433594 (27.501339338464103) | > grad_norm_1: tensor(306.1030, device='cuda:0') (tensor(374.8191, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8897 (0.8485741331593671) | > loader_time: 0.0096 (0.010067746077304028)  --> TIME: 2025-05-11 13:56:54 -- STEP: 487/725 -- GLOBAL_STEP: 343600 | > loss_disc: 2.3004190921783447 (2.204029202216458) | > loss_disc_real_0: 0.17180326581001282 (0.13657591481228384) | > loss_disc_real_1: 0.17708979547023773 (0.1904708221707746) | > loss_disc_real_2: 0.20881450176239014 (0.18892856673538325) | > loss_disc_real_3: 0.20173315703868866 (0.20486166758091787) | > loss_disc_real_4: 0.17070448398590088 (0.19524631311149315) | > loss_disc_real_5: 0.19588960707187653 (0.20760788623190027) | > loss_0: 2.3004190921783447 (2.204029202216458) | > grad_norm_0: tensor(22.6421, device='cuda:0') (tensor(20.6625, device='cuda:0')) | > loss_gen: 2.5226011276245117 (2.7698290382322583) | > loss_kl: 1.8494677543640137 (1.7099605118224752) | > loss_feat: 7.343999862670898 (8.275707875433886) | > loss_mel: 11.693318367004395 (13.036779599512872) | > loss_duration: 1.652897834777832 (1.667671871625912) | > amp_scaler: 512.0 (271.24435318275147) | > loss_1: 25.062286376953125 (27.45994889026305) | > grad_norm_1: tensor(395.7446, device='cuda:0') (tensor(371.2607, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8186 (0.8492354602539566) | > loader_time: 0.0127 (0.010110348891428608)  --> TIME: 2025-05-11 13:57:38 -- STEP: 537/725 -- GLOBAL_STEP: 343650 | > loss_disc: 2.146188497543335 (2.202427319308231) | > loss_disc_real_0: 0.13134069740772247 (0.13623758354111534) | > loss_disc_real_1: 0.18227636814117432 (0.19033618318524) | > loss_disc_real_2: 0.18537943065166473 (0.18862195856855354) | > loss_disc_real_3: 0.22747881710529327 (0.20489521332959224) | > loss_disc_real_4: 0.19036313891410828 (0.19525811270406562) | > loss_disc_real_5: 0.2017703503370285 (0.2077595166986881) | > loss_0: 2.146188497543335 (2.202427319308231) | > grad_norm_0: tensor(35.9306, device='cuda:0') (tensor(20.4985, device='cuda:0')) | > loss_gen: 2.764735460281372 (2.770862105616422) | > loss_kl: 1.5590060949325562 (1.7110375696498366) | > loss_feat: 8.755549430847168 (8.279180172435396) | > loss_mel: 13.821263313293457 (13.030800828276622) | > loss_duration: 1.6905969381332397 (1.6681998814950443) | > amp_scaler: 512.0 (293.6610800744878) | > loss_1: 28.59115219116211 (27.46008055702934) | > grad_norm_1: tensor(397.7332, device='cuda:0') (tensor(370.3120, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8362 (0.8497286682022352) | > loader_time: 0.0092 (0.010123292827073421)  --> TIME: 2025-05-11 13:58:21 -- STEP: 587/725 -- GLOBAL_STEP: 343700 | > loss_disc: 2.2229387760162354 (2.2028850038778622) | > loss_disc_real_0: 0.1243104338645935 (0.13621147135605813) | > loss_disc_real_1: 0.1938018500804901 (0.19038495941807917) | > loss_disc_real_2: 0.1982906013727188 (0.18869784121517444) | > loss_disc_real_3: 0.18933339416980743 (0.20500450529272354) | > loss_disc_real_4: 0.18263587355613708 (0.1953609023478002) | > loss_disc_real_5: 0.226801335811615 (0.20763831888999812) | > loss_0: 2.2229387760162354 (2.2028850038778622) | > grad_norm_0: tensor(19.7890, device='cuda:0') (tensor(20.8032, device='cuda:0')) | > loss_gen: 2.682741165161133 (2.7715214159866415) | > loss_kl: 1.5563459396362305 (1.7140540000324147) | > loss_feat: 7.435699939727783 (8.2712849880199) | > loss_mel: 12.588705062866211 (13.007137277463434) | > loss_duration: 1.6498489379882812 (1.6676980437777524) | > amp_scaler: 256.0 (309.6422487223167) | > loss_1: 25.913341522216797 (27.431695723655473) | > grad_norm_1: tensor(442.9939, device='cuda:0') (tensor(371.3017, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8533 (0.8496310138214997) | > loader_time: 0.0105 (0.010089652907909278)  --> TIME: 2025-05-11 13:59:04 -- STEP: 637/725 -- GLOBAL_STEP: 343750 | > loss_disc: 2.4045374393463135 (2.202157620919553) | > loss_disc_real_0: 0.15750670433044434 (0.13614580124102002) | > loss_disc_real_1: 0.23186521232128143 (0.19029341479017758) | > loss_disc_real_2: 0.20205380022525787 (0.18878426546672467) | > loss_disc_real_3: 0.2228112816810608 (0.20494799224697824) | > loss_disc_real_4: 0.21195627748966217 (0.19558567044967012) | > loss_disc_real_5: 0.2337041199207306 (0.2073185795002867) | > loss_0: 2.4045374393463135 (2.202157620919553) | > grad_norm_0: tensor(25.2729, device='cuda:0') (tensor(21.0595, device='cuda:0')) | > loss_gen: 2.3239312171936035 (2.773102054042009) | > loss_kl: 1.8864867687225342 (1.7151258768428992) | > loss_feat: 5.662600994110107 (8.272882360491309) | > loss_mel: 9.83016300201416 (12.998319022509522) | > loss_duration: 1.6342647075653076 (1.6677326007016606) | > amp_scaler: 256.0 (305.4317111459967) | > loss_1: 21.337444305419922 (27.427161906914584) | > grad_norm_1: tensor(289.6522, device='cuda:0') (tensor(376.1528, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8461 (0.849621570278749) | > loader_time: 0.0092 (0.010083264046972925)  --> TIME: 2025-05-11 13:59:47 -- STEP: 687/725 -- GLOBAL_STEP: 343800 | > loss_disc: 2.156487464904785 (2.201813382352802) | > loss_disc_real_0: 0.19377997517585754 (0.13639281529613298) | > loss_disc_real_1: 0.17974981665611267 (0.19021983522775404) | > loss_disc_real_2: 0.1987505853176117 (0.18884311735716813) | > loss_disc_real_3: 0.20708119869232178 (0.2048755307862159) | > loss_disc_real_4: 0.18305623531341553 (0.19563321923237884) | > loss_disc_real_5: 0.20029588043689728 (0.20697053210617328) | > loss_0: 2.156487464904785 (2.201813382352802) | > grad_norm_0: tensor(26.5907, device='cuda:0') (tensor(21.4703, device='cuda:0')) | > loss_gen: 3.006649971008301 (2.775227135792917) | > loss_kl: 1.7957446575164795 (1.7156589539637552) | > loss_feat: 9.386381149291992 (8.273928681835853) | > loss_mel: 13.310900688171387 (12.993727367517735) | > loss_duration: 1.6655923128128052 (1.6676388954665122) | > amp_scaler: 256.0 (301.83406113537103) | > loss_1: 29.165267944335938 (27.42618102971817) | > grad_norm_1: tensor(404.0121, device='cuda:0') (tensor(380.6572, device='cuda:0')) | > current_lr_0: 0.00019000761744185506 | > current_lr_1: 0.00019000761744185506 | > step_time: 0.8732 (0.8487917585664444) | > loader_time: 0.0102 (0.010050468569759717)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.394590139389038 (2.394590139389038) | > loss_disc_real_0: 0.1515899896621704 (0.1515899896621704) | > loss_disc_real_1: 0.17841863632202148 (0.17841863632202148) | > loss_disc_real_2: 0.22551465034484863 (0.22551465034484863) | > loss_disc_real_3: 0.24822810292243958 (0.24822810292243958) | > loss_disc_real_4: 0.24275505542755127 (0.24275505542755127) | > loss_disc_real_5: 0.2458994835615158 (0.2458994835615158) | > loss_0: 2.394590139389038 (2.394590139389038) | > loss_gen: 2.5677192211151123 (2.5677192211151123) | > loss_kl: 2.2710208892822266 (2.2710208892822266) | > loss_feat: 8.367342948913574 (8.367342948913574) | > loss_mel: 13.365297317504883 (13.365297317504883) | > loss_duration: 1.7196619510650635 (1.7196619510650635) | > loss_1: 28.29104232788086 (28.29104232788086)  --> STEP: 1 | > loss_disc: 2.2586355209350586 (2.2586355209350586) | > loss_disc_real_0: 0.1516665667295456 (0.1516665667295456) | > loss_disc_real_1: 0.17530132830142975 (0.17530132830142975) | > loss_disc_real_2: 0.20621240139007568 (0.20621240139007568) | > loss_disc_real_3: 0.24401506781578064 (0.24401506781578064) | > loss_disc_real_4: 0.2392183542251587 (0.2392183542251587) | > loss_disc_real_5: 0.2211569845676422 (0.2211569845676422) | > loss_0: 2.2586355209350586 (2.2586355209350586) | > loss_gen: 2.6541759967803955 (2.6541759967803955) | > loss_kl: 2.0195486545562744 (2.0195486545562744) | > loss_feat: 8.004544258117676 (8.004544258117676) | > loss_mel: 14.401142120361328 (14.401142120361328) | > loss_duration: 1.8458337783813477 (1.8458337783813477) | > loss_1: 28.925247192382812 (28.925247192382812)  --> STEP: 2 | > loss_disc: 2.2578208446502686 (2.2582281827926636) | > loss_disc_real_0: 0.12331938743591309 (0.13749297708272934) | > loss_disc_real_1: 0.15649424493312836 (0.16589778661727905) | > loss_disc_real_2: 0.1883109211921692 (0.19726166129112244) | > loss_disc_real_3: 0.22203531861305237 (0.2330251932144165) | > loss_disc_real_4: 0.22716951370239258 (0.23319393396377563) | > loss_disc_real_5: 0.22934819757938385 (0.22525259107351303) | > loss_0: 2.2578208446502686 (2.2582281827926636) | > loss_gen: 2.589517593383789 (2.6218467950820923) | > loss_kl: 2.1820690631866455 (2.10080885887146) | > loss_feat: 8.65827751159668 (8.331410884857178) | > loss_mel: 14.553840637207031 (14.47749137878418) | > loss_duration: 1.8747332096099854 (1.8602834939956665) | > loss_1: 29.85843849182129 (29.39184284210205)  --> STEP: 3 | > loss_disc: 2.3522627353668213 (2.2895730336507163) | > loss_disc_real_0: 0.13892436027526855 (0.13797010481357574) | > loss_disc_real_1: 0.17942632734775543 (0.17040730019410452) | > loss_disc_real_2: 0.20696404576301575 (0.2004957894484202) | > loss_disc_real_3: 0.23405684530735016 (0.23336907724539438) | > loss_disc_real_4: 0.22053052484989166 (0.228972797592481) | > loss_disc_real_5: 0.19820040464401245 (0.21623519559701285) | > loss_0: 2.3522627353668213 (2.2895730336507163) | > loss_gen: 2.377533435821533 (2.5404090086619058) | > loss_kl: 2.0728344917297363 (2.0914840698242188) | > loss_feat: 7.659772872924805 (8.107531547546387) | > loss_mel: 12.346661567687988 (13.76721477508545) | > loss_duration: 1.8490461111068726 (1.8565376996994019) | > loss_1: 26.305849075317383 (28.363178253173828)  --> STEP: 4 | > loss_disc: 2.437570095062256 (2.326572299003601) | > loss_disc_real_0: 0.155741885304451 (0.14241304993629456) | > loss_disc_real_1: 0.18492253124713898 (0.17403610795736313) | > loss_disc_real_2: 0.2193797081708908 (0.20521676912903786) | > loss_disc_real_3: 0.22602729499340057 (0.23153363168239594) | > loss_disc_real_4: 0.2415880411863327 (0.2321266084909439) | > loss_disc_real_5: 0.24710647761821747 (0.223953016102314) | > loss_0: 2.437570095062256 (2.326572299003601) | > loss_gen: 2.3626456260681152 (2.4959681630134583) | > loss_kl: 1.9249908924102783 (2.0498607754707336) | > loss_feat: 6.283121109008789 (7.651428937911987) | > loss_mel: 11.467418670654297 (13.192265748977661) | > loss_duration: 1.7854305505752563 (1.8387609124183655) | > loss_1: 23.823606491088867 (27.228285312652588) --> EVAL PERFORMANCE | > avg_loader_time: 0.28223860263824463 (+2.5033950805664062e-06) | > avg_loss_disc: 2.326572299003601 (+0.014146983623504639) | > avg_loss_disc_real_0: 0.14241304993629456 (+0.008016228675842285) | > avg_loss_disc_real_1: 0.17403610795736313 (-0.049002718180418015) | > avg_loss_disc_real_2: 0.20521676912903786 (-0.03433549031615257) | > avg_loss_disc_real_3: 0.23153363168239594 (+0.017996612936258316) | > avg_loss_disc_real_4: 0.2321266084909439 (+0.028154045343399048) | > avg_loss_disc_real_5: 0.223953016102314 (-0.026876933872699738) | > avg_loss_0: 2.326572299003601 (+0.014146983623504639) | > avg_loss_gen: 2.4959681630134583 (-0.23340588808059692) | > avg_loss_kl: 2.0498607754707336 (+0.02773347496986389) | > avg_loss_feat: 7.651428937911987 (-0.11674153804779053) | > avg_loss_mel: 13.192265748977661 (-0.34699106216430664) | > avg_loss_duration: 1.8387609124183655 (+0.015989631414413452) | > avg_loss_1: 27.228285312652588 (-0.6534152030944824)  > EPOCH: 411/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 14:00:26)   --> TIME: 2025-05-11 14:00:38 -- STEP: 12/725 -- GLOBAL_STEP: 343850 | > loss_disc: 2.1748266220092773 (2.2248035073280334) | > loss_disc_real_0: 0.1506468653678894 (0.14244360973437628) | > loss_disc_real_1: 0.17717009782791138 (0.192825169612964) | > loss_disc_real_2: 0.2012026011943817 (0.18651710202296576) | > loss_disc_real_3: 0.20477963984012604 (0.1993340514600277) | > loss_disc_real_4: 0.17603234946727753 (0.19355058670043945) | > loss_disc_real_5: 0.19120170176029205 (0.20893500248591104) | > loss_0: 2.1748266220092773 (2.2248035073280334) | > grad_norm_0: tensor(15.7082, device='cuda:0') (tensor(23.0677, device='cuda:0')) | > loss_gen: 2.7392752170562744 (2.736747920513153) | > loss_kl: 1.6883456707000732 (1.701164682706197) | > loss_feat: 8.324650764465332 (8.118031938870748) | > loss_mel: 13.041515350341797 (12.928956349690756) | > loss_duration: 1.6820738315582275 (1.668582906325658) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.475860595703125 (27.153483549753826) | > grad_norm_1: tensor(147.1358, device='cuda:0') (tensor(374.0019, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8356 (0.8323259353637695) | > loader_time: 0.0088 (0.009656906127929688)  --> TIME: 2025-05-11 14:01:22 -- STEP: 62/725 -- GLOBAL_STEP: 343900 | > loss_disc: 2.4217512607574463 (2.2184428591882024) | > loss_disc_real_0: 0.1433095484972 (0.13747236084553507) | > loss_disc_real_1: 0.20465399324893951 (0.19151478477062717) | > loss_disc_real_2: 0.2197456657886505 (0.18866489298882022) | > loss_disc_real_3: 0.1970776915550232 (0.20544308832576197) | > loss_disc_real_4: 0.2215798944234848 (0.19396360723241682) | > loss_disc_real_5: 0.22394287586212158 (0.21093953929601178) | > loss_0: 2.4217512607574463 (2.2184428591882024) | > grad_norm_0: tensor(10.1265, device='cuda:0') (tensor(17.5549, device='cuda:0')) | > loss_gen: 2.3915090560913086 (2.713897831978336) | > loss_kl: 1.6197586059570312 (1.6994785570329236) | > loss_feat: 6.022865295410156 (8.032406668509205) | > loss_mel: 10.913922309875488 (12.7922577088879) | > loss_duration: 1.6925773620605469 (1.6638518475717115) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.64063262939453 (26.901892569757276) | > grad_norm_1: tensor(237.6658, device='cuda:0') (tensor(317.0405, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8454 (0.8597726206625661) | > loader_time: 0.0104 (0.009956967446111862)  --> TIME: 2025-05-11 14:02:05 -- STEP: 112/725 -- GLOBAL_STEP: 343950 | > loss_disc: 2.2471189498901367 (2.209051819784301) | > loss_disc_real_0: 0.1266503781080246 (0.13535496712263134) | > loss_disc_real_1: 0.19017985463142395 (0.19018753790961843) | > loss_disc_real_2: 0.20271101593971252 (0.18752841584916627) | > loss_disc_real_3: 0.2176973819732666 (0.20543450862169266) | > loss_disc_real_4: 0.18088096380233765 (0.19403506642473595) | > loss_disc_real_5: 0.19932322204113007 (0.21042447124740907) | > loss_0: 2.2471189498901367 (2.209051819784301) | > grad_norm_0: tensor(17.6231, device='cuda:0') (tensor(17.7647, device='cuda:0')) | > loss_gen: 2.673987865447998 (2.7296291717461187) | > loss_kl: 1.5938694477081299 (1.711045150245939) | > loss_feat: 8.2877836227417 (8.135616843189508) | > loss_mel: 12.913619995117188 (12.893839921270095) | > loss_duration: 1.6715621948242188 (1.6675200930663518) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.140823364257812 (27.137651171003068) | > grad_norm_1: tensor(208.3106, device='cuda:0') (tensor(316.8995, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8444 (0.8567017636128834) | > loader_time: 0.0092 (0.009951887386185783)  --> TIME: 2025-05-11 14:02:48 -- STEP: 162/725 -- GLOBAL_STEP: 344000 | > loss_disc: 2.221559524536133 (2.2071840836678023) | > loss_disc_real_0: 0.18785585463047028 (0.13608253531065984) | > loss_disc_real_1: 0.19781194627285004 (0.18982495579086703) | > loss_disc_real_2: 0.2008284479379654 (0.187545549446418) | > loss_disc_real_3: 0.22967278957366943 (0.20564068265167285) | > loss_disc_real_4: 0.16794045269489288 (0.19429256288725652) | > loss_disc_real_5: 0.22058020532131195 (0.21014667771480705) | > loss_0: 2.221559524536133 (2.2071840836678023) | > grad_norm_0: tensor(26.8431, device='cuda:0') (tensor(19.0988, device='cuda:0')) | > loss_gen: 2.7469584941864014 (2.747190135496635) | > loss_kl: 1.95330810546875 (1.7154757682188058) | > loss_feat: 8.589694023132324 (8.19219719333413) | > loss_mel: 13.054780960083008 (12.917524214144104) | > loss_duration: 1.624510645866394 (1.6682495349719204) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.969249725341797 (27.240636813787766) | > grad_norm_1: tensor(549.9276, device='cuda:0') (tensor(336.9973, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8404 (0.8548875399577764) | > loader_time: 0.0106 (0.009938917042296607) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_344000.pth  --> TIME: 2025-05-11 14:03:34 -- STEP: 212/725 -- GLOBAL_STEP: 344050 | > loss_disc: 2.3360767364501953 (2.2097936171405723) | > loss_disc_real_0: 0.15707945823669434 (0.1364585203030762) | > loss_disc_real_1: 0.214703768491745 (0.19025538608712966) | > loss_disc_real_2: 0.22920264303684235 (0.18809223688154852) | > loss_disc_real_3: 0.21146728098392487 (0.20557543867320385) | > loss_disc_real_4: 0.21109788119792938 (0.19453672073640912) | > loss_disc_real_5: 0.19554348289966583 (0.20989129544710217) | > loss_0: 2.3360767364501953 (2.2097936171405723) | > grad_norm_0: tensor(9.9746, device='cuda:0') (tensor(19.0486, device='cuda:0')) | > loss_gen: 2.528067111968994 (2.742168058764261) | > loss_kl: 1.5730713605880737 (1.7080951614199944) | > loss_feat: 6.782181262969971 (8.18470530689887) | > loss_mel: 10.848788261413574 (12.876796816879846) | > loss_duration: 1.671454668045044 (1.6687208279123849) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.403562545776367 (27.180486184246135) | > grad_norm_1: tensor(357.6541, device='cuda:0') (tensor(347.9888, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8291 (0.8531561595089031) | > loader_time: 0.0106 (0.00998676048134858)  --> TIME: 2025-05-11 14:04:17 -- STEP: 262/725 -- GLOBAL_STEP: 344100 | > loss_disc: 2.0105788707733154 (2.207022516782048) | > loss_disc_real_0: 0.11820878833532333 (0.13655184135409718) | > loss_disc_real_1: 0.1788763850927353 (0.19026884118109255) | > loss_disc_real_2: 0.14866700768470764 (0.18763990705932374) | > loss_disc_real_3: 0.2013172209262848 (0.20520678805258438) | > loss_disc_real_4: 0.1475972831249237 (0.19494599587362232) | > loss_disc_real_5: 0.17260663211345673 (0.20975657836854006) | > loss_0: 2.0105788707733154 (2.207022516782048) | > grad_norm_0: tensor(15.1212, device='cuda:0') (tensor(20.1680, device='cuda:0')) | > loss_gen: 2.9566240310668945 (2.753756245583979) | > loss_kl: 1.8638746738433838 (1.7063035073171136) | > loss_feat: 9.813590049743652 (8.254651883176262) | > loss_mel: 14.666553497314453 (12.941486988358823) | > loss_duration: 1.672200083732605 (1.6690206154612186) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.97283935546875 (27.325219190757693) | > grad_norm_1: tensor(641.8566, device='cuda:0') (tensor(357.3028, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8884 (0.851065447312275) | > loader_time: 0.0111 (0.0099812263750848)  --> TIME: 2025-05-11 14:05:00 -- STEP: 312/725 -- GLOBAL_STEP: 344150 | > loss_disc: 2.256274700164795 (2.200144131214189) | > loss_disc_real_0: 0.14043207466602325 (0.13545484351328554) | > loss_disc_real_1: 0.21238239109516144 (0.18994878041438573) | > loss_disc_real_2: 0.1795642226934433 (0.18718666182114535) | > loss_disc_real_3: 0.22241315245628357 (0.20481825519639713) | > loss_disc_real_4: 0.19866923987865448 (0.19492465954942584) | > loss_disc_real_5: 0.20028911530971527 (0.2089033718579091) | > loss_0: 2.256274700164795 (2.200144131214189) | > grad_norm_0: tensor(16.9624, device='cuda:0') (tensor(19.9552, device='cuda:0')) | > loss_gen: 2.6209192276000977 (2.761707406777602) | > loss_kl: 1.555259346961975 (1.7064687777788214) | > loss_feat: 7.924654006958008 (8.285104878437828) | > loss_mel: 12.097921371459961 (12.986257064036828) | > loss_duration: 1.6568641662597656 (1.6679841772868083) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.85561752319336 (27.407522262671062) | > grad_norm_1: tensor(159.9833, device='cuda:0') (tensor(362.1394, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.831 (0.8509744757261032) | > loader_time: 0.0122 (0.00996593787119939)  --> TIME: 2025-05-11 14:05:43 -- STEP: 362/725 -- GLOBAL_STEP: 344200 | > loss_disc: 2.2954483032226562 (2.19659528086857) | > loss_disc_real_0: 0.12429289519786835 (0.13500041053604697) | > loss_disc_real_1: 0.1902162730693817 (0.18924463861390373) | > loss_disc_real_2: 0.21966210007667542 (0.18731805291129747) | > loss_disc_real_3: 0.20861181616783142 (0.2046928137787798) | > loss_disc_real_4: 0.1976034939289093 (0.19467967011816595) | > loss_disc_real_5: 0.20947957038879395 (0.20875579007587383) | > loss_0: 2.2954483032226562 (2.19659528086857) | > grad_norm_0: tensor(12.3259, device='cuda:0') (tensor(20.2384, device='cuda:0')) | > loss_gen: 2.6859498023986816 (2.7658445696804415) | > loss_kl: 1.7052717208862305 (1.7082816527034699) | > loss_feat: 7.735738277435303 (8.300555370130597) | > loss_mel: 11.721174240112305 (12.977142863510718) | > loss_duration: 1.6108251810073853 (1.6667775603947719) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.45895767211914 (27.418602016090695) | > grad_norm_1: tensor(354.7693, device='cuda:0') (tensor(368.6401, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8356 (0.850319462586503) | > loader_time: 0.0098 (0.009962884760693298)  --> TIME: 2025-05-11 14:06:26 -- STEP: 412/725 -- GLOBAL_STEP: 344250 | > loss_disc: 2.3123321533203125 (2.197196958713158) | > loss_disc_real_0: 0.12699681520462036 (0.1349834366837173) | > loss_disc_real_1: 0.21329250931739807 (0.18939323976491262) | > loss_disc_real_2: 0.18701888620853424 (0.18751068351772232) | > loss_disc_real_3: 0.19294850528240204 (0.20487508868563523) | > loss_disc_real_4: 0.20383983850479126 (0.1947993539201403) | > loss_disc_real_5: 0.1765429824590683 (0.20859319904764884) | > loss_0: 2.3123321533203125 (2.197196958713158) | > grad_norm_0: tensor(13.6474, device='cuda:0') (tensor(20.2900, device='cuda:0')) | > loss_gen: 2.5461347103118896 (2.7664067872519644) | > loss_kl: 1.809289574623108 (1.7088013977101708) | > loss_feat: 7.159244537353516 (8.292066270865291) | > loss_mel: 11.361695289611816 (12.975843397159016) | > loss_duration: 1.6731466054916382 (1.6673872722584067) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.54951286315918 (27.41050512813828) | > grad_norm_1: tensor(136.0025, device='cuda:0') (tensor(366.4770, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8456 (0.8495536724340569) | > loader_time: 0.0097 (0.009926345741864552)  --> TIME: 2025-05-11 14:07:09 -- STEP: 462/725 -- GLOBAL_STEP: 344300 | > loss_disc: 2.236018657684326 (2.1988062471538368) | > loss_disc_real_0: 0.14383649826049805 (0.13493280644927713) | > loss_disc_real_1: 0.20165401697158813 (0.18984108863325863) | > loss_disc_real_2: 0.22459213435649872 (0.18789607063903443) | > loss_disc_real_3: 0.2386312633752823 (0.20488831752435469) | > loss_disc_real_4: 0.2088751345872879 (0.1949583442309202) | > loss_disc_real_5: 0.2387506663799286 (0.20853147436401032) | > loss_0: 2.236018657684326 (2.1988062471538368) | > grad_norm_0: tensor(13.4414, device='cuda:0') (tensor(20.5952, device='cuda:0')) | > loss_gen: 2.880378484725952 (2.7674870320728857) | > loss_kl: 1.7305209636688232 (1.7084985955969083) | > loss_feat: 8.105546951293945 (8.293073902914537) | > loss_mel: 13.224574089050293 (12.963436756299167) | > loss_duration: 1.6958019733428955 (1.6671500709149745) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.636823654174805 (27.399646358572564) | > grad_norm_1: tensor(386.4338, device='cuda:0') (tensor(373.1704, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.7868 (0.848343207206561) | > loader_time: 0.01 (0.009901251627769309)  --> TIME: 2025-05-11 14:07:51 -- STEP: 512/725 -- GLOBAL_STEP: 344350 | > loss_disc: 2.0751750469207764 (2.199122100602833) | > loss_disc_real_0: 0.12595020234584808 (0.1353659546439304) | > loss_disc_real_1: 0.20454293489456177 (0.1898671310627833) | > loss_disc_real_2: 0.18312758207321167 (0.18781416059937334) | > loss_disc_real_3: 0.18402224779129028 (0.2047200994566083) | > loss_disc_real_4: 0.15058612823486328 (0.19486809690715745) | > loss_disc_real_5: 0.19791775941848755 (0.20856962102698165) | > loss_0: 2.0751750469207764 (2.199122100602833) | > grad_norm_0: tensor(22.6762, device='cuda:0') (tensor(20.9087, device='cuda:0')) | > loss_gen: 2.8634285926818848 (2.767933345399798) | > loss_kl: 1.7286781072616577 (1.7122663327027114) | > loss_feat: 9.222702026367188 (8.292642053216703) | > loss_mel: 14.176169395446777 (12.970238955691453) | > loss_duration: 1.6247544288635254 (1.6677611963823438) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.61573028564453 (27.410841897130016) | > grad_norm_1: tensor(290.8503, device='cuda:0') (tensor(376.6553, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8418 (0.8474666895344853) | > loader_time: 0.0111 (0.009920275770127777)  --> TIME: 2025-05-11 14:08:34 -- STEP: 562/725 -- GLOBAL_STEP: 344400 | > loss_disc: 2.1602845191955566 (2.1976914197948894) | > loss_disc_real_0: 0.13904763758182526 (0.13493994653914332) | > loss_disc_real_1: 0.18465901911258698 (0.18971171415679394) | > loss_disc_real_2: 0.19879676401615143 (0.18768794802796374) | > loss_disc_real_3: 0.20983728766441345 (0.2047034434417389) | > loss_disc_real_4: 0.21781803667545319 (0.19484022129791065) | > loss_disc_real_5: 0.22367070615291595 (0.2088518245841685) | > loss_0: 2.1602845191955566 (2.1976914197948894) | > grad_norm_0: tensor(8.9754, device='cuda:0') (tensor(20.6969, device='cuda:0')) | > loss_gen: 2.881988525390625 (2.769408248497499) | > loss_kl: 1.688940167427063 (1.713980750893358) | > loss_feat: 9.208739280700684 (8.299872942242336) | > loss_mel: 13.171574592590332 (12.97571370779831) | > loss_duration: 1.6341769695281982 (1.667483036204165) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.585418701171875 (27.42645869815053) | > grad_norm_1: tensor(151.5863, device='cuda:0') (tensor(375.7271, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8971 (0.8470604241530666) | > loader_time: 0.0101 (0.00992337749521928)  --> TIME: 2025-05-11 14:09:17 -- STEP: 612/725 -- GLOBAL_STEP: 344450 | > loss_disc: 2.2789974212646484 (2.197433481808579) | > loss_disc_real_0: 0.15562810003757477 (0.13505358690870747) | > loss_disc_real_1: 0.1725870668888092 (0.18964987048526205) | > loss_disc_real_2: 0.17336294054985046 (0.18766238667022167) | > loss_disc_real_3: 0.2331150621175766 (0.20468286242262998) | > loss_disc_real_4: 0.21551403403282166 (0.19496553515394532) | > loss_disc_real_5: 0.1828690767288208 (0.20868085982168427) | > loss_0: 2.2789974212646484 (2.197433481808579) | > grad_norm_0: tensor(35.4676, device='cuda:0') (tensor(20.9256, device='cuda:0')) | > loss_gen: 2.681227445602417 (2.7720543220152263) | > loss_kl: 1.7600308656692505 (1.71486605226604) | > loss_feat: 8.199732780456543 (8.313254320543571) | > loss_mel: 12.76646900177002 (12.988541229098441) | > loss_duration: 1.5823729038238525 (1.6672625154062037) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.989831924438477 (27.455978452769767) | > grad_norm_1: tensor(267.7601, device='cuda:0') (tensor(376.4689, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.804 (0.8468573198598978) | > loader_time: 0.0114 (0.00996203321257449)  --> TIME: 2025-05-11 14:10:00 -- STEP: 662/725 -- GLOBAL_STEP: 344500 | > loss_disc: 2.1343941688537598 (2.198902166141841) | > loss_disc_real_0: 0.11941599100828171 (0.1350976816657087) | > loss_disc_real_1: 0.18678252398967743 (0.18973333053178285) | > loss_disc_real_2: 0.1780530959367752 (0.18822664688721172) | > loss_disc_real_3: 0.1693333238363266 (0.2048979423422468) | > loss_disc_real_4: 0.1792215257883072 (0.19483910464988366) | > loss_disc_real_5: 0.20130473375320435 (0.2088228636547878) | > loss_0: 2.1343941688537598 (2.198902166141841) | > grad_norm_0: tensor(9.4989, device='cuda:0') (tensor(20.7180, device='cuda:0')) | > loss_gen: 2.8909571170806885 (2.769182082749566) | > loss_kl: 1.6626511812210083 (1.7145429952267073) | > loss_feat: 9.37545108795166 (8.300863124092547) | > loss_mel: 13.467601776123047 (12.992352569211274) | > loss_duration: 1.6869828701019287 (1.6675628603765256) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.083642959594727 (27.444503654526084) | > grad_norm_1: tensor(240.0798, device='cuda:0') (tensor(371.3401, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.858 (0.8464632837433833) | > loader_time: 0.0102 (0.00997455206522409)  --> TIME: 2025-05-11 14:10:43 -- STEP: 712/725 -- GLOBAL_STEP: 344550 | > loss_disc: 2.2635319232940674 (2.2003943193494586) | > loss_disc_real_0: 0.14210420846939087 (0.135344767534917) | > loss_disc_real_1: 0.18095381557941437 (0.1898393165320157) | > loss_disc_real_2: 0.2070203274488449 (0.1884163565975563) | > loss_disc_real_3: 0.21299870312213898 (0.2049218793765883) | > loss_disc_real_4: 0.23193524777889252 (0.19508585072216686) | > loss_disc_real_5: 0.2055540233850479 (0.20887320063840809) | > loss_0: 2.2635319232940674 (2.2003943193494586) | > grad_norm_0: tensor(27.2487, device='cuda:0') (tensor(20.6246, device='cuda:0')) | > loss_gen: 2.784771203994751 (2.767888779720565) | > loss_kl: 1.736577033996582 (1.715654863902692) | > loss_feat: 8.09988784790039 (8.293218810906573) | > loss_mel: 13.0266695022583 (12.983338940009633) | > loss_duration: 1.6556243896484375 (1.667238797532039) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.303529739379883 (27.427340218190402) | > grad_norm_1: tensor(431.5109, device='cuda:0') (tensor(369.8666, device='cuda:0')) | > current_lr_0: 0.0001899838664896748 | > current_lr_1: 0.0001899838664896748 | > step_time: 0.8265 (0.8465768490614519) | > loader_time: 0.0104 (0.009983530875002413)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.199101448059082 (2.199101448059082) | > loss_disc_real_0: 0.21093995869159698 (0.21093995869159698) | > loss_disc_real_1: 0.20087750256061554 (0.20087750256061554) | > loss_disc_real_2: 0.1748892068862915 (0.1748892068862915) | > loss_disc_real_3: 0.22671568393707275 (0.22671568393707275) | > loss_disc_real_4: 0.20216569304466248 (0.20216569304466248) | > loss_disc_real_5: 0.19661302864551544 (0.19661302864551544) | > loss_0: 2.199101448059082 (2.199101448059082) | > loss_gen: 2.967379570007324 (2.967379570007324) | > loss_kl: 2.052130937576294 (2.052130937576294) | > loss_feat: 9.231539726257324 (9.231539726257324) | > loss_mel: 14.309370040893555 (14.309370040893555) | > loss_duration: 1.7093857526779175 (1.7093857526779175) | > loss_1: 30.269805908203125 (30.269805908203125)  --> STEP: 1 | > loss_disc: 2.3245580196380615 (2.3245580196380615) | > loss_disc_real_0: 0.2299450784921646 (0.2299450784921646) | > loss_disc_real_1: 0.2095915526151657 (0.2095915526151657) | > loss_disc_real_2: 0.21411505341529846 (0.21411505341529846) | > loss_disc_real_3: 0.2284715622663498 (0.2284715622663498) | > loss_disc_real_4: 0.20807495713233948 (0.20807495713233948) | > loss_disc_real_5: 0.20911382138729095 (0.20911382138729095) | > loss_0: 2.3245580196380615 (2.3245580196380615) | > loss_gen: 2.8279967308044434 (2.8279967308044434) | > loss_kl: 2.024130344390869 (2.024130344390869) | > loss_feat: 7.8007426261901855 (7.8007426261901855) | > loss_mel: 13.509410858154297 (13.509410858154297) | > loss_duration: 1.863397240638733 (1.863397240638733) | > loss_1: 28.025678634643555 (28.025678634643555)  --> STEP: 2 | > loss_disc: 2.2015035152435303 (2.263030767440796) | > loss_disc_real_0: 0.2123619168996811 (0.22115349769592285) | > loss_disc_real_1: 0.2046990990638733 (0.2071453258395195) | > loss_disc_real_2: 0.17792227864265442 (0.19601866602897644) | > loss_disc_real_3: 0.23887895047664642 (0.2336752563714981) | > loss_disc_real_4: 0.20470835268497467 (0.20639165490865707) | > loss_disc_real_5: 0.19039978086948395 (0.19975680112838745) | > loss_0: 2.2015035152435303 (2.263030767440796) | > loss_gen: 3.077925682067871 (2.9529612064361572) | > loss_kl: 2.0711758136749268 (2.047653079032898) | > loss_feat: 9.065869331359863 (8.433305978775024) | > loss_mel: 15.230015754699707 (14.369713306427002) | > loss_duration: 1.8615328073501587 (1.8624650239944458) | > loss_1: 31.306520462036133 (29.666099548339844)  --> STEP: 3 | > loss_disc: 2.4382059574127197 (2.321422497431437) | > loss_disc_real_0: 0.21252502501010895 (0.2182773401339849) | > loss_disc_real_1: 0.22631515562534332 (0.21353526910146078) | > loss_disc_real_2: 0.2191750854253769 (0.20373747249444327) | > loss_disc_real_3: 0.23865795135498047 (0.23533615469932556) | > loss_disc_real_4: 0.22184163331985474 (0.21154164771238962) | > loss_disc_real_5: 0.2178555130958557 (0.20578970511754355) | > loss_0: 2.4382059574127197 (2.321422497431437) | > loss_gen: 2.5583856105804443 (2.8214360078175864) | > loss_kl: 1.955356240272522 (2.0168874661127725) | > loss_feat: 6.03436803817749 (7.633659998575847) | > loss_mel: 11.678410530090332 (13.472612380981445) | > loss_duration: 1.828089714050293 (1.8510065873463948) | > loss_1: 24.054611206054688 (27.795603434244793)  --> STEP: 4 | > loss_disc: 2.4194207191467285 (2.34592205286026) | > loss_disc_real_0: 0.2110765278339386 (0.2164771370589733) | > loss_disc_real_1: 0.2286640852689743 (0.21731747314333916) | > loss_disc_real_2: 0.19024868309497833 (0.20036527514457703) | > loss_disc_real_3: 0.2307778149843216 (0.23419656977057457) | > loss_disc_real_4: 0.20653393864631653 (0.21028972044587135) | > loss_disc_real_5: 0.23879288136959076 (0.21404049918055534) | > loss_0: 2.4194207191467285 (2.34592205286026) | > loss_gen: 2.6174683570861816 (2.770444095134735) | > loss_kl: 1.7903034687042236 (1.9602414667606354) | > loss_feat: 6.980008125305176 (7.470247030258179) | > loss_mel: 12.736125946044922 (13.288490772247314) | > loss_duration: 1.7691609859466553 (1.83054518699646) | > loss_1: 25.89306640625 (27.319969177246094) --> EVAL PERFORMANCE | > avg_loader_time: 0.2787017822265625 (-0.003536820411682129) | > avg_loss_disc: 2.34592205286026 (+0.019349753856658936) | > avg_loss_disc_real_0: 0.2164771370589733 (+0.07406408712267876) | > avg_loss_disc_real_1: 0.21731747314333916 (+0.04328136518597603) | > avg_loss_disc_real_2: 0.20036527514457703 (-0.004851493984460831) | > avg_loss_disc_real_3: 0.23419656977057457 (+0.0026629380881786346) | > avg_loss_disc_real_4: 0.21028972044587135 (-0.021836888045072556) | > avg_loss_disc_real_5: 0.21404049918055534 (-0.009912516921758652) | > avg_loss_0: 2.34592205286026 (+0.019349753856658936) | > avg_loss_gen: 2.770444095134735 (+0.27447593212127686) | > avg_loss_kl: 1.9602414667606354 (-0.08961930871009827) | > avg_loss_feat: 7.470247030258179 (-0.1811819076538086) | > avg_loss_mel: 13.288490772247314 (+0.09622502326965332) | > avg_loss_duration: 1.83054518699646 (-0.008215725421905518) | > avg_loss_1: 27.319969177246094 (+0.09168386459350586)  > EPOCH: 412/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 14:11:00)   --> TIME: 2025-05-11 14:11:35 -- STEP: 37/725 -- GLOBAL_STEP: 344600 | > loss_disc: 2.3647804260253906 (2.2362494146501697) | > loss_disc_real_0: 0.13988995552062988 (0.14323891034802874) | > loss_disc_real_1: 0.1978462189435959 (0.1962254514565339) | > loss_disc_real_2: 0.1886167675256729 (0.19277847940857346) | > loss_disc_real_3: 0.23624861240386963 (0.20652057431839607) | > loss_disc_real_4: 0.18939436972141266 (0.1979748421424144) | > loss_disc_real_5: 0.196181058883667 (0.20640185716989878) | > loss_0: 2.3647804260253906 (2.2362494146501697) | > grad_norm_0: tensor(16.6542, device='cuda:0') (tensor(27.0469, device='cuda:0')) | > loss_gen: 2.503105401992798 (2.750565445100939) | > loss_kl: 1.7709949016571045 (1.7072122129234109) | > loss_feat: 7.22235631942749 (8.001357606939365) | > loss_mel: 11.258411407470703 (12.778482024734085) | > loss_duration: 1.6588454246520996 (1.6631382639343675) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.413713455200195 (26.900755444088496) | > grad_norm_1: tensor(385.8541, device='cuda:0') (tensor(408.7193, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8611 (0.8575355040060508) | > loader_time: 0.0106 (0.009969911059817753)  --> TIME: 2025-05-11 14:12:18 -- STEP: 87/725 -- GLOBAL_STEP: 344650 | > loss_disc: 2.2061946392059326 (2.2196072929206943) | > loss_disc_real_0: 0.09270121902227402 (0.14249373980979815) | > loss_disc_real_1: 0.19433143734931946 (0.19201484836381058) | > loss_disc_real_2: 0.1992332935333252 (0.19087541086235268) | > loss_disc_real_3: 0.1754365712404251 (0.2058117809309357) | > loss_disc_real_4: 0.2093847543001175 (0.19707645373097776) | > loss_disc_real_5: 0.22185371816158295 (0.20566219125670945) | > loss_0: 2.2061946392059326 (2.2196072929206943) | > grad_norm_0: tensor(13.6675, device='cuda:0') (tensor(25.1341, device='cuda:0')) | > loss_gen: 2.662057638168335 (2.765771032749921) | > loss_kl: 1.7105307579040527 (1.718095893147348) | > loss_feat: 7.374661922454834 (8.181969132916683) | > loss_mel: 13.205618858337402 (12.968327993634103) | > loss_duration: 1.6323719024658203 (1.6643315937327245) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.585241317749023 (27.298495742096296) | > grad_norm_1: tensor(323.7741, device='cuda:0') (tensor(398.6501, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8374 (0.8544458959294462) | > loader_time: 0.0101 (0.010237249834784148)  --> TIME: 2025-05-11 14:13:01 -- STEP: 137/725 -- GLOBAL_STEP: 344700 | > loss_disc: 2.114252805709839 (2.205537635044461) | > loss_disc_real_0: 0.12215395271778107 (0.13805337516713326) | > loss_disc_real_1: 0.20461690425872803 (0.190283850052931) | > loss_disc_real_2: 0.16850152611732483 (0.18865494179899675) | > loss_disc_real_3: 0.1998624950647354 (0.20557468759752542) | > loss_disc_real_4: 0.19036316871643066 (0.1960853678684165) | > loss_disc_real_5: 0.1899275779724121 (0.20621124747460776) | > loss_0: 2.114252805709839 (2.205537635044461) | > grad_norm_0: tensor(25.2673, device='cuda:0') (tensor(22.8862, device='cuda:0')) | > loss_gen: 2.8929359912872314 (2.7653406205838613) | > loss_kl: 1.7261579036712646 (1.7110958856387732) | > loss_feat: 9.230542182922363 (8.234351224272789) | > loss_mel: 13.910664558410645 (13.00159496808574) | > loss_duration: 1.646864652633667 (1.665378825507895) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.40716552734375 (27.377761645908773) | > grad_norm_1: tensor(335.8755, device='cuda:0') (tensor(390.6690, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8109 (0.8529089924192776) | > loader_time: 0.009 (0.01008746745812632)  --> TIME: 2025-05-11 14:13:44 -- STEP: 187/725 -- GLOBAL_STEP: 344750 | > loss_disc: 2.175373077392578 (2.2080435440502053) | > loss_disc_real_0: 0.13625669479370117 (0.137751487766039) | > loss_disc_real_1: 0.18944448232650757 (0.1907566098127773) | > loss_disc_real_2: 0.1828870177268982 (0.18873493341519862) | > loss_disc_real_3: 0.20160123705863953 (0.20537002304977278) | > loss_disc_real_4: 0.17917592823505402 (0.19570138994703956) | > loss_disc_real_5: 0.2574860155582428 (0.20787160751972605) | > loss_0: 2.175373077392578 (2.2080435440502053) | > grad_norm_0: tensor(14.0892, device='cuda:0') (tensor(21.9993, device='cuda:0')) | > loss_gen: 2.919618606567383 (2.755741983811487) | > loss_kl: 1.7448949813842773 (1.699661207709083) | > loss_feat: 8.419830322265625 (8.191610542848148) | > loss_mel: 12.849127769470215 (12.957327118531905) | > loss_duration: 1.6890236139297485 (1.667002299252678) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.622495651245117 (27.271343221001448) | > grad_norm_1: tensor(390.7819, device='cuda:0') (tensor(389.6886, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8629 (0.8520820663574545) | > loader_time: 0.0131 (0.0100909834877055)  --> TIME: 2025-05-11 14:14:28 -- STEP: 237/725 -- GLOBAL_STEP: 344800 | > loss_disc: 2.1400206089019775 (2.213587793619824) | > loss_disc_real_0: 0.13151304423809052 (0.138141746322314) | > loss_disc_real_1: 0.19110624492168427 (0.19113684159542438) | > loss_disc_real_2: 0.18369029462337494 (0.1891547371063554) | > loss_disc_real_3: 0.1941629946231842 (0.20577950794485553) | > loss_disc_real_4: 0.2199994921684265 (0.19616936134638163) | > loss_disc_real_5: 0.21465373039245605 (0.20855905323088925) | > loss_0: 2.1400206089019775 (2.213587793619824) | > grad_norm_0: tensor(17.5297, device='cuda:0') (tensor(21.3964, device='cuda:0')) | > loss_gen: 2.8939363956451416 (2.747822480865673) | > loss_kl: 1.8524597883224487 (1.6985076972703894) | > loss_feat: 8.319510459899902 (8.14713393585591) | > loss_mel: 14.037960052490234 (12.891869657653293) | > loss_duration: 1.6548423767089844 (1.6672993631805546) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.758708953857422 (27.15263317607123) | > grad_norm_1: tensor(288.6546, device='cuda:0') (tensor(373.6820, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8203 (0.8521407455331665) | > loader_time: 0.0092 (0.010054694952341075)  --> TIME: 2025-05-11 14:15:10 -- STEP: 287/725 -- GLOBAL_STEP: 344850 | > loss_disc: 2.299398899078369 (2.214068468854817) | > loss_disc_real_0: 0.1219262033700943 (0.13820235509074946) | > loss_disc_real_1: 0.18425925076007843 (0.19104748081662515) | > loss_disc_real_2: 0.19546371698379517 (0.18918666669300618) | > loss_disc_real_3: 0.20721396803855896 (0.20585431257191444) | > loss_disc_real_4: 0.18987882137298584 (0.19600519480813253) | > loss_disc_real_5: 0.24880927801132202 (0.2089170778773803) | > loss_0: 2.299398899078369 (2.214068468854817) | > grad_norm_0: tensor(37.2081, device='cuda:0') (tensor(21.5632, device='cuda:0')) | > loss_gen: 2.493454694747925 (2.7501518269449168) | > loss_kl: 1.601958990097046 (1.6944798480342906) | > loss_feat: 7.5359272956848145 (8.14755925899598) | > loss_mel: 11.747942924499512 (12.879838421785042) | > loss_duration: 1.674056887626648 (1.667720434142322) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.053340911865234 (27.139749806101737) | > grad_norm_1: tensor(493.9017, device='cuda:0') (tensor(375.0163, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8226 (0.8498136399099636) | > loader_time: 0.0095 (0.010009268019672888)  --> TIME: 2025-05-11 14:15:54 -- STEP: 337/725 -- GLOBAL_STEP: 344900 | > loss_disc: 2.2343413829803467 (2.211212919798377) | > loss_disc_real_0: 0.1144886389374733 (0.13775010555098255) | > loss_disc_real_1: 0.19094513356685638 (0.19055254129521568) | > loss_disc_real_2: 0.1575058400630951 (0.18897574662454758) | > loss_disc_real_3: 0.18476872146129608 (0.20601031321269486) | > loss_disc_real_4: 0.18686357140541077 (0.19599887397062885) | > loss_disc_real_5: 0.19553032517433167 (0.2084290534700059) | > loss_0: 2.2343413829803467 (2.211212919798377) | > grad_norm_0: tensor(19.3396, device='cuda:0') (tensor(21.6796, device='cuda:0')) | > loss_gen: 2.58736515045166 (2.7556765235142473) | > loss_kl: 1.8705017566680908 (1.698281960954299) | > loss_feat: 7.823081016540527 (8.178638006883833) | > loss_mel: 11.927504539489746 (12.895832817349307) | > loss_duration: 1.6317954063415527 (1.6671492922553677) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.840246200561523 (27.19557857796417) | > grad_norm_1: tensor(413.4432, device='cuda:0') (tensor(376.5761, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8766 (0.8496075900442877) | > loader_time: 0.0102 (0.009971982293737393)  --> TIME: 2025-05-11 14:16:37 -- STEP: 387/725 -- GLOBAL_STEP: 344950 | > loss_disc: 2.220822811126709 (2.2094618297670547) | > loss_disc_real_0: 0.10244663804769516 (0.13763771442941922) | > loss_disc_real_1: 0.19483667612075806 (0.19032950476004476) | > loss_disc_real_2: 0.15847107768058777 (0.18855343905376218) | > loss_disc_real_3: 0.20974382758140564 (0.20577980816672337) | > loss_disc_real_4: 0.18895456194877625 (0.19594850962938265) | > loss_disc_real_5: 0.2114219069480896 (0.20868078251525715) | > loss_0: 2.220822811126709 (2.2094618297670547) | > grad_norm_0: tensor(14.6881, device='cuda:0') (tensor(21.3927, device='cuda:0')) | > loss_gen: 2.7599432468414307 (2.7572709984249557) | > loss_kl: 1.5293527841567993 (1.7029165448452466) | > loss_feat: 8.610251426696777 (8.18684659879028) | > loss_mel: 13.624859809875488 (12.882194191294431) | > loss_duration: 1.724516749382019 (1.6673056287666932) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.248924255371094 (27.196533937478865) | > grad_norm_1: tensor(354.8788, device='cuda:0') (tensor(373.1015, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8737 (0.8500654075188846) | > loader_time: 0.0105 (0.009979394671220804)  --> TIME: 2025-05-11 14:17:21 -- STEP: 437/725 -- GLOBAL_STEP: 345000 | > loss_disc: 1.9598801136016846 (2.205589571315582) | > loss_disc_real_0: 0.07425051182508469 (0.13725474033530302) | > loss_disc_real_1: 0.1647341251373291 (0.1901029059556856) | > loss_disc_real_2: 0.16842316091060638 (0.1885511455055778) | > loss_disc_real_3: 0.18499265611171722 (0.2055255121783753) | > loss_disc_real_4: 0.17172934114933014 (0.19545624444359228) | > loss_disc_real_5: 0.2204713225364685 (0.20820803244681318) | > loss_0: 1.9598801136016846 (2.205589571315582) | > grad_norm_0: tensor(17.2845, device='cuda:0') (tensor(21.4491, device='cuda:0')) | > loss_gen: 3.022948980331421 (2.760512573495338) | > loss_kl: 1.819891095161438 (1.7040509812073528) | > loss_feat: 9.926271438598633 (8.20529683612849) | > loss_mel: 14.374138832092285 (12.873548038491395) | > loss_duration: 1.6256842613220215 (1.6670128778134659) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.76893424987793 (27.210421280675405) | > grad_norm_1: tensor(617.1473, device='cuda:0') (tensor(376.0760, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8855 (0.8512049801562416) | > loader_time: 0.0096 (0.009932074448609515) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_345000.pth  --> TIME: 2025-05-11 14:18:06 -- STEP: 487/725 -- GLOBAL_STEP: 345050 | > loss_disc: 2.257044792175293 (2.208472272943423) | > loss_disc_real_0: 0.19552366435527802 (0.13754901156839172) | > loss_disc_real_1: 0.19305698573589325 (0.19022204079789545) | > loss_disc_real_2: 0.18337926268577576 (0.18885815504640036) | > loss_disc_real_3: 0.19809654355049133 (0.20548376575632518) | > loss_disc_real_4: 0.19801409542560577 (0.19558474008429957) | > loss_disc_real_5: 0.209842249751091 (0.20883895545524733) | > loss_0: 2.257044792175293 (2.208472272943423) | > grad_norm_0: tensor(19.5470, device='cuda:0') (tensor(21.6417, device='cuda:0')) | > loss_gen: 2.6323115825653076 (2.7576648082576507) | > loss_kl: 1.7927366495132446 (1.7046915774962255) | > loss_feat: 7.335097312927246 (8.181851181406245) | > loss_mel: 11.114794731140137 (12.849477816900922) | > loss_duration: 1.6433955430984497 (1.6672921151351145) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.51833724975586 (27.16097747912397) | > grad_norm_1: tensor(452.3501, device='cuda:0') (tensor(375.4323, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8269 (0.8514394167757132) | > loader_time: 0.0094 (0.009969059201970972)  --> TIME: 2025-05-11 14:18:50 -- STEP: 537/725 -- GLOBAL_STEP: 345100 | > loss_disc: 2.317983865737915 (2.2076153422201155) | > loss_disc_real_0: 0.12626460194587708 (0.13731046398369748) | > loss_disc_real_1: 0.2026473432779312 (0.19005670122372148) | > loss_disc_real_2: 0.18902191519737244 (0.1888162806435892) | > loss_disc_real_3: 0.23556934297084808 (0.20544789884121514) | > loss_disc_real_4: 0.23945409059524536 (0.19572160097473826) | > loss_disc_real_5: 0.23853707313537598 (0.20906366360698106) | > loss_0: 2.317983865737915 (2.2076153422201155) | > grad_norm_0: tensor(16.5550, device='cuda:0') (tensor(21.5482, device='cuda:0')) | > loss_gen: 2.539483070373535 (2.7582020333359383) | > loss_kl: 1.621098279953003 (1.7076165882568792) | > loss_feat: 7.5890631675720215 (8.19335212121461) | > loss_mel: 12.191279411315918 (12.866730066651073) | > loss_duration: 1.6950862407684326 (1.6679004688280703) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.63600730895996 (27.193801251203656) | > grad_norm_1: tensor(228.7337, device='cuda:0') (tensor(373.0194, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8523 (0.8514247162604022) | > loader_time: 0.0095 (0.00997299943778324)  --> TIME: 2025-05-11 14:19:33 -- STEP: 587/725 -- GLOBAL_STEP: 345150 | > loss_disc: 2.2201967239379883 (2.205909867912176) | > loss_disc_real_0: 0.12826001644134521 (0.13730162266622825) | > loss_disc_real_1: 0.2228928655385971 (0.1899821142931001) | > loss_disc_real_2: 0.21048593521118164 (0.18887795416520842) | > loss_disc_real_3: 0.19533106684684753 (0.20498027889854467) | > loss_disc_real_4: 0.20054228603839874 (0.19540982633778345) | > loss_disc_real_5: 0.2068658471107483 (0.20873671087231704) | > loss_0: 2.2201967239379883 (2.205909867912176) | > grad_norm_0: tensor(27.1587, device='cuda:0') (tensor(21.7417, device='cuda:0')) | > loss_gen: 2.7066287994384766 (2.7613636082644386) | > loss_kl: 1.5130348205566406 (1.704868195004114) | > loss_feat: 8.484283447265625 (8.210018265998734) | > loss_mel: 13.180362701416016 (12.876006025675004) | > loss_duration: 1.651818037033081 (1.6677019502682018) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.5361270904541 (27.219958001547823) | > grad_norm_1: tensor(535.7836, device='cuda:0') (tensor(379.0269, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8573 (0.8514922631863234) | > loader_time: 0.014 (0.00997375792092318)  --> TIME: 2025-05-11 14:20:16 -- STEP: 637/725 -- GLOBAL_STEP: 345200 | > loss_disc: 2.0889785289764404 (2.2045276973460894) | > loss_disc_real_0: 0.10438144952058792 (0.13685090526400406) | > loss_disc_real_1: 0.1822148859500885 (0.18988788513879015) | > loss_disc_real_2: 0.17485551536083221 (0.18885830992151464) | > loss_disc_real_3: 0.19279932975769043 (0.20496085522406904) | > loss_disc_real_4: 0.17906516790390015 (0.19540375290991197) | > loss_disc_real_5: 0.1907321810722351 (0.20842546311147164) | > loss_0: 2.0889785289764404 (2.2045276973460894) | > grad_norm_0: tensor(17.3453, device='cuda:0') (tensor(21.7858, device='cuda:0')) | > loss_gen: 2.9265477657318115 (2.7645147688909093) | > loss_kl: 1.7379902601242065 (1.7059164007941445) | > loss_feat: 8.661033630371094 (8.225143991796694) | > loss_mel: 14.41655158996582 (12.895160272319794) | > loss_duration: 1.639404535293579 (1.6675668103354317) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.381526947021484 (27.258302194544434) | > grad_norm_1: tensor(312.8574, device='cuda:0') (tensor(381.8769, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8294 (0.8514986958945381) | > loader_time: 0.01 (0.010005644389561237)  --> TIME: 2025-05-11 14:20:59 -- STEP: 687/725 -- GLOBAL_STEP: 345250 | > loss_disc: 2.191638469696045 (2.2056049634275485) | > loss_disc_real_0: 0.1338452845811844 (0.13680134828607757) | > loss_disc_real_1: 0.19219176471233368 (0.19012505588226106) | > loss_disc_real_2: 0.16535715758800507 (0.18908793480288688) | > loss_disc_real_3: 0.20454974472522736 (0.2050114877879881) | > loss_disc_real_4: 0.15334343910217285 (0.19548773626746752) | > loss_disc_real_5: 0.19944864511489868 (0.20839676464835968) | > loss_0: 2.191638469696045 (2.2056049634275485) | > grad_norm_0: tensor(18.6795, device='cuda:0') (tensor(21.6846, device='cuda:0')) | > loss_gen: 2.560955047607422 (2.763270283022999) | > loss_kl: 1.7642991542816162 (1.7110482220045864) | > loss_feat: 8.483223915100098 (8.22476392090753) | > loss_mel: 13.915521621704102 (12.897590720497359) | > loss_duration: 1.659840703010559 (1.667347454781789) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.383840560913086 (27.264020550545993) | > grad_norm_1: tensor(472.3759, device='cuda:0') (tensor(382.8130, device='cuda:0')) | > current_lr_0: 0.00018996011850636358 | > current_lr_1: 0.00018996011850636358 | > step_time: 0.8744 (0.8512194986079634) | > loader_time: 0.0109 (0.010021791708000877)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.33030366897583 (2.33030366897583) | > loss_disc_real_0: 0.1398991495370865 (0.1398991495370865) | > loss_disc_real_1: 0.22290819883346558 (0.22290819883346558) | > loss_disc_real_2: 0.2857077717781067 (0.2857077717781067) | > loss_disc_real_3: 0.23345547914505005 (0.23345547914505005) | > loss_disc_real_4: 0.21766255795955658 (0.21766255795955658) | > loss_disc_real_5: 0.2756862938404083 (0.2756862938404083) | > loss_0: 2.33030366897583 (2.33030366897583) | > loss_gen: 2.8265633583068848 (2.8265633583068848) | > loss_kl: 2.1828465461730957 (2.1828465461730957) | > loss_feat: 7.880466938018799 (7.880466938018799) | > loss_mel: 13.372732162475586 (13.372732162475586) | > loss_duration: 1.7247333526611328 (1.7247333526611328) | > loss_1: 27.987342834472656 (27.987342834472656)  --> STEP: 1 | > loss_disc: 2.2431702613830566 (2.2431702613830566) | > loss_disc_real_0: 0.13786329329013824 (0.13786329329013824) | > loss_disc_real_1: 0.22420763969421387 (0.22420763969421387) | > loss_disc_real_2: 0.25311172008514404 (0.25311172008514404) | > loss_disc_real_3: 0.2296535223722458 (0.2296535223722458) | > loss_disc_real_4: 0.2139483392238617 (0.2139483392238617) | > loss_disc_real_5: 0.26739048957824707 (0.26739048957824707) | > loss_0: 2.2431702613830566 (2.2431702613830566) | > loss_gen: 2.968083381652832 (2.968083381652832) | > loss_kl: 2.256608247756958 (2.256608247756958) | > loss_feat: 8.545172691345215 (8.545172691345215) | > loss_mel: 13.731966972351074 (13.731966972351074) | > loss_duration: 1.8578944206237793 (1.8578944206237793) | > loss_1: 29.359725952148438 (29.359725952148438)  --> STEP: 2 | > loss_disc: 2.2477571964263916 (2.245463728904724) | > loss_disc_real_0: 0.1341821700334549 (0.13602273166179657) | > loss_disc_real_1: 0.2333686649799347 (0.22878815233707428) | > loss_disc_real_2: 0.2457929402589798 (0.24945233017206192) | > loss_disc_real_3: 0.22923268377780914 (0.22944310307502747) | > loss_disc_real_4: 0.2306465357542038 (0.22229743748903275) | > loss_disc_real_5: 0.24858441948890686 (0.25798745453357697) | > loss_0: 2.2477571964263916 (2.245463728904724) | > loss_gen: 2.959031581878662 (2.963557481765747) | > loss_kl: 2.1167750358581543 (2.186691641807556) | > loss_feat: 8.659546852111816 (8.602359771728516) | > loss_mel: 14.461539268493652 (14.096753120422363) | > loss_duration: 1.8678491115570068 (1.862871766090393) | > loss_1: 30.064743041992188 (29.712234497070312)  --> STEP: 3 | > loss_disc: 2.320793390274048 (2.270573616027832) | > loss_disc_real_0: 0.15970277786254883 (0.14391608039538065) | > loss_disc_real_1: 0.23971623182296753 (0.2324308454990387) | > loss_disc_real_2: 0.26132506132125854 (0.25340990722179413) | > loss_disc_real_3: 0.23150129616260529 (0.2301291674375534) | > loss_disc_real_4: 0.22557055950164795 (0.22338847815990448) | > loss_disc_real_5: 0.27623990178108215 (0.2640716036160787) | > loss_0: 2.320793390274048 (2.270573616027832) | > loss_gen: 2.8837404251098633 (2.9369517962137857) | > loss_kl: 2.1754491329193115 (2.182944138844808) | > loss_feat: 7.577520847320557 (8.260746796925863) | > loss_mel: 12.59895133972168 (13.597485860188803) | > loss_duration: 1.840508222579956 (1.855417251586914) | > loss_1: 27.076168060302734 (28.833545684814453)  --> STEP: 4 | > loss_disc: 2.378251791000366 (2.2974931597709656) | > loss_disc_real_0: 0.15311287343502045 (0.1462152786552906) | > loss_disc_real_1: 0.22880204021930695 (0.23152364417910576) | > loss_disc_real_2: 0.26336801052093506 (0.25589943304657936) | > loss_disc_real_3: 0.22595766186714172 (0.22908629104495049) | > loss_disc_real_4: 0.24531711637973785 (0.22887063771486282) | > loss_disc_real_5: 0.30847927927970886 (0.27517352253198624) | > loss_0: 2.378251791000366 (2.2974931597709656) | > loss_gen: 2.9084930419921875 (2.9298371076583862) | > loss_kl: 2.0832982063293457 (2.1580326557159424) | > loss_feat: 8.483379364013672 (8.316404938697815) | > loss_mel: 13.757695198059082 (13.637538194656372) | > loss_duration: 1.7774975299835205 (1.8359373211860657) | > loss_1: 29.01036262512207 (28.877749919891357) --> EVAL PERFORMANCE | > avg_loader_time: 0.2838585376739502 (+0.005156755447387695) | > avg_loss_disc: 2.2974931597709656 (-0.048428893089294434) | > avg_loss_disc_real_0: 0.1462152786552906 (-0.07026185840368271) | > avg_loss_disc_real_1: 0.23152364417910576 (+0.014206171035766602) | > avg_loss_disc_real_2: 0.25589943304657936 (+0.055534157902002335) | > avg_loss_disc_real_3: 0.22908629104495049 (-0.0051102787256240845) | > avg_loss_disc_real_4: 0.22887063771486282 (+0.01858091726899147) | > avg_loss_disc_real_5: 0.27517352253198624 (+0.06113302335143089) | > avg_loss_0: 2.2974931597709656 (-0.048428893089294434) | > avg_loss_gen: 2.9298371076583862 (+0.15939301252365112) | > avg_loss_kl: 2.1580326557159424 (+0.197791188955307) | > avg_loss_feat: 8.316404938697815 (+0.8461579084396362) | > avg_loss_mel: 13.637538194656372 (+0.3490474224090576) | > avg_loss_duration: 1.8359373211860657 (+0.005392134189605713) | > avg_loss_1: 28.877749919891357 (+1.5577807426452637)  > EPOCH: 413/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 14:21:39)   --> TIME: 2025-05-11 14:21:51 -- STEP: 12/725 -- GLOBAL_STEP: 345300 | > loss_disc: 2.1121091842651367 (2.1626821756362915) | > loss_disc_real_0: 0.1204305961728096 (0.13091825135052204) | > loss_disc_real_1: 0.17000314593315125 (0.18957085659106573) | > loss_disc_real_2: 0.17831404507160187 (0.1843436434864998) | > loss_disc_real_3: 0.183869406580925 (0.1986852896710237) | > loss_disc_real_4: 0.20801877975463867 (0.1961022081474463) | > loss_disc_real_5: 0.1790023297071457 (0.20507133131225905) | > loss_0: 2.1121091842651367 (2.1626821756362915) | > grad_norm_0: tensor(25.8366, device='cuda:0') (tensor(26.4161, device='cuda:0')) | > loss_gen: 2.9378528594970703 (2.798101484775543) | > loss_kl: 1.6820156574249268 (1.7428472538789113) | > loss_feat: 9.510730743408203 (8.626049518585205) | > loss_mel: 14.296355247497559 (13.70957326889038) | > loss_duration: 1.6833080053329468 (1.6612741947174072) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.110261917114258 (28.537845293680828) | > grad_norm_1: tensor(667.5420, device='cuda:0') (tensor(429.1211, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8592 (0.8691344459851583) | > loader_time: 0.0089 (0.009805818398793539)  --> TIME: 2025-05-11 14:22:35 -- STEP: 62/725 -- GLOBAL_STEP: 345350 | > loss_disc: 2.236532211303711 (2.200663508907442) | > loss_disc_real_0: 0.08121643960475922 (0.13621742386491068) | > loss_disc_real_1: 0.19862745702266693 (0.19024935148416028) | > loss_disc_real_2: 0.2010807991027832 (0.18994611597830252) | > loss_disc_real_3: 0.24049147963523865 (0.2053906883924238) | > loss_disc_real_4: 0.21272431313991547 (0.1956636595629877) | > loss_disc_real_5: 0.23206602036952972 (0.20714312166936935) | > loss_0: 2.236532211303711 (2.200663508907442) | > grad_norm_0: tensor(19.8330, device='cuda:0') (tensor(22.6501, device='cuda:0')) | > loss_gen: 2.6350650787353516 (2.770508204737017) | > loss_kl: 1.6302897930145264 (1.7242383456999255) | > loss_feat: 8.654847145080566 (8.243860852333812) | > loss_mel: 12.880340576171875 (12.965191287379112) | > loss_duration: 1.7126152515411377 (1.663112740362844) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.513158798217773 (27.366911057502993) | > grad_norm_1: tensor(507.9874, device='cuda:0') (tensor(418.5851, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8501 (0.8594374502858808) | > loader_time: 0.01 (0.010069293360556328)  --> TIME: 2025-05-11 14:23:18 -- STEP: 112/725 -- GLOBAL_STEP: 345400 | > loss_disc: 2.2479405403137207 (2.200406131999833) | > loss_disc_real_0: 0.17873981595039368 (0.13642050917925577) | > loss_disc_real_1: 0.21223054826259613 (0.1907399186332311) | > loss_disc_real_2: 0.21313714981079102 (0.18941731311913051) | > loss_disc_real_3: 0.23428763449192047 (0.2046854861878923) | > loss_disc_real_4: 0.2077709436416626 (0.1954320030553) | > loss_disc_real_5: 0.22910869121551514 (0.206642784178257) | > loss_0: 2.2479405403137207 (2.200406131999833) | > grad_norm_0: tensor(31.1612, device='cuda:0') (tensor(23.1444, device='cuda:0')) | > loss_gen: 2.7723655700683594 (2.7830324598721097) | > loss_kl: 1.41495943069458 (1.715110071003437) | > loss_feat: 8.106230735778809 (8.286734082869126) | > loss_mel: 13.129112243652344 (13.023398050240106) | > loss_duration: 1.6742324829101562 (1.6666467104639326) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.096900939941406 (27.474921209471567) | > grad_norm_1: tensor(586.1251, device='cuda:0') (tensor(422.4186, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8267 (0.8547480744974953) | > loader_time: 0.0094 (0.010050020047596522)  --> TIME: 2025-05-11 14:24:01 -- STEP: 162/725 -- GLOBAL_STEP: 345450 | > loss_disc: 2.270623207092285 (2.19940694467521) | > loss_disc_real_0: 0.16099168360233307 (0.13515129556626448) | > loss_disc_real_1: 0.1880674958229065 (0.19065129103851905) | > loss_disc_real_2: 0.20085719227790833 (0.1890403230985007) | > loss_disc_real_3: 0.17454178631305695 (0.20529550746267225) | > loss_disc_real_4: 0.17513373494148254 (0.1951083737758942) | > loss_disc_real_5: 0.24869967997074127 (0.20703988871824594) | > loss_0: 2.270623207092285 (2.19940694467521) | > grad_norm_0: tensor(16.7000, device='cuda:0') (tensor(22.5563, device='cuda:0')) | > loss_gen: 2.6659181118011475 (2.775961253378128) | > loss_kl: 1.798191785812378 (1.7177953528769223) | > loss_feat: 8.33453369140625 (8.292725259875079) | > loss_mel: 13.511865615844727 (13.008655501000673) | > loss_duration: 1.6250965595245361 (1.6681271776740934) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.93560791015625 (27.46326443001076) | > grad_norm_1: tensor(419.3162, device='cuda:0') (tensor(423.0102, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.837 (0.8524754165131369) | > loader_time: 0.0099 (0.009975242026058245)  --> TIME: 2025-05-11 14:24:45 -- STEP: 212/725 -- GLOBAL_STEP: 345500 | > loss_disc: 2.1975855827331543 (2.201894327154699) | > loss_disc_real_0: 0.10074956715106964 (0.1348592368710153) | > loss_disc_real_1: 0.19465819001197815 (0.19050810928895784) | > loss_disc_real_2: 0.23643416166305542 (0.1894562391318241) | > loss_disc_real_3: 0.22444622218608856 (0.2054161954460279) | > loss_disc_real_4: 0.19366152584552765 (0.1953453773035193) | > loss_disc_real_5: 0.17665165662765503 (0.20751137117732246) | > loss_0: 2.1975855827331543 (2.201894327154699) | > grad_norm_0: tensor(19.2213, device='cuda:0') (tensor(22.2646, device='cuda:0')) | > loss_gen: 2.76847505569458 (2.7656626487677975) | > loss_kl: 1.6730046272277832 (1.7184197998271797) | > loss_feat: 8.516634941101074 (8.262149876018743) | > loss_mel: 12.582938194274902 (12.940195821366219) | > loss_duration: 1.677889347076416 (1.667998710330927) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.218942642211914 (27.354426725855415) | > grad_norm_1: tensor(537.7420, device='cuda:0') (tensor(410.8812, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8447 (0.8527854557307262) | > loader_time: 0.011 (0.010028041758627263)  --> TIME: 2025-05-11 14:25:27 -- STEP: 262/725 -- GLOBAL_STEP: 345550 | > loss_disc: 2.30185604095459 (2.2021451560595566) | > loss_disc_real_0: 0.19416838884353638 (0.1354720292769315) | > loss_disc_real_1: 0.19338183104991913 (0.19011967401695612) | > loss_disc_real_2: 0.17375636100769043 (0.1890348689132975) | > loss_disc_real_3: 0.21497444808483124 (0.20529836478806635) | > loss_disc_real_4: 0.18518126010894775 (0.19548085172667756) | > loss_disc_real_5: 0.23643909394741058 (0.20772381667189926) | > loss_0: 2.30185604095459 (2.2021451560595566) | > grad_norm_0: tensor(18.3904, device='cuda:0') (tensor(22.1898, device='cuda:0')) | > loss_gen: 2.6051909923553467 (2.7651677896048295) | > loss_kl: 1.9384911060333252 (1.7248622042532185) | > loss_feat: 6.934040546417236 (8.260103327627403) | > loss_mel: 11.269417762756348 (12.931313605708928) | > loss_duration: 1.6681241989135742 (1.6685650658061486) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.415264129638672 (27.35001192020096) | > grad_norm_1: tensor(316.9061, device='cuda:0') (tensor(408.7127, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8695 (0.8510425900684968) | > loader_time: 0.0138 (0.010030201373209481)  --> TIME: 2025-05-11 14:26:11 -- STEP: 312/725 -- GLOBAL_STEP: 345600 | > loss_disc: 2.2544002532958984 (2.20202870093859) | > loss_disc_real_0: 0.16208761930465698 (0.1355490562720941) | > loss_disc_real_1: 0.19234751164913177 (0.18998609956067336) | > loss_disc_real_2: 0.214068204164505 (0.18927878595124456) | > loss_disc_real_3: 0.21295951306819916 (0.20528429440962961) | > loss_disc_real_4: 0.20235152542591095 (0.19529502972578378) | > loss_disc_real_5: 0.17431004345417023 (0.20726749735573918) | > loss_0: 2.2544002532958984 (2.20202870093859) | > grad_norm_0: tensor(18.6698, device='cuda:0') (tensor(21.9086, device='cuda:0')) | > loss_gen: 2.635498285293579 (2.765478630860648) | > loss_kl: 1.5583552122116089 (1.7244228327121494) | > loss_feat: 7.469069480895996 (8.258849735443407) | > loss_mel: 12.338756561279297 (12.925086204822245) | > loss_duration: 1.6540241241455078 (1.667663500095025) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.655702590942383 (27.341500801917835) | > grad_norm_1: tensor(452.1966, device='cuda:0') (tensor(403.8732, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8474 (0.8507289596093006) | > loader_time: 0.0098 (0.010047248540780485)  --> TIME: 2025-05-11 14:26:54 -- STEP: 362/725 -- GLOBAL_STEP: 345650 | > loss_disc: 2.1305582523345947 (2.2034348433847573) | > loss_disc_real_0: 0.10268611460924149 (0.13578156420950732) | > loss_disc_real_1: 0.17936404049396515 (0.18998652951822748) | > loss_disc_real_2: 0.20788411796092987 (0.18904279678730668) | > loss_disc_real_3: 0.22121037542819977 (0.20524312321158403) | > loss_disc_real_4: 0.17753182351589203 (0.1955272055627232) | > loss_disc_real_5: 0.1814853996038437 (0.20776675814423107) | > loss_0: 2.1305582523345947 (2.2034348433847573) | > grad_norm_0: tensor(25.2689, device='cuda:0') (tensor(22.0445, device='cuda:0')) | > loss_gen: 3.0446813106536865 (2.7659387226262795) | > loss_kl: 1.8611804246902466 (1.7225568765434773) | > loss_feat: 9.013087272644043 (8.245472977833199) | > loss_mel: 13.99707317352295 (12.919301349155152) | > loss_duration: 1.6142786741256714 (1.6667512935169495) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.530302047729492 (27.320021170937554) | > grad_norm_1: tensor(548.3027, device='cuda:0') (tensor(404.6300, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8527 (0.8518226805312857) | > loader_time: 0.01 (0.010039319649585706)  --> TIME: 2025-05-11 14:27:37 -- STEP: 412/725 -- GLOBAL_STEP: 345700 | > loss_disc: 2.2523252964019775 (2.2013760712540265) | > loss_disc_real_0: 0.12469712644815445 (0.1358824285307845) | > loss_disc_real_1: 0.22928380966186523 (0.19009214791568732) | > loss_disc_real_2: 0.21647009253501892 (0.18881356849977107) | > loss_disc_real_3: 0.24514223635196686 (0.20526790510392884) | > loss_disc_real_4: 0.2213881015777588 (0.19516112561364768) | > loss_disc_real_5: 0.2079121321439743 (0.2070236594859257) | > loss_0: 2.2523252964019775 (2.2013760712540265) | > grad_norm_0: tensor(12.5243, device='cuda:0') (tensor(22.2309, device='cuda:0')) | > loss_gen: 2.785797595977783 (2.7718145343863836) | > loss_kl: 1.681209683418274 (1.7209858584751205) | > loss_feat: 7.470433235168457 (8.254543530130855) | > loss_mel: 12.601212501525879 (12.926236636430314) | > loss_duration: 1.6747474670410156 (1.6673092555652544) | > amp_scaler: 512.0 (259.7281553398059) | > loss_1: 26.21339988708496 (27.340889796469977) | > grad_norm_1: tensor(361.8855, device='cuda:0') (tensor(410.8337, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8336 (0.8511949470899638) | > loader_time: 0.0108 (0.010020302337350205)  --> TIME: 2025-05-11 14:28:20 -- STEP: 462/725 -- GLOBAL_STEP: 345750 | > loss_disc: 2.2763900756835938 (2.20119789668492) | > loss_disc_real_0: 0.1536310315132141 (0.1357738499840101) | > loss_disc_real_1: 0.19775500893592834 (0.19006939142039322) | > loss_disc_real_2: 0.21618343889713287 (0.18864506895924021) | > loss_disc_real_3: 0.2220139354467392 (0.20511638327981485) | > loss_disc_real_4: 0.17540399730205536 (0.19506522110014243) | > loss_disc_real_5: 0.2019817978143692 (0.2070257908209061) | > loss_0: 2.2763900756835938 (2.20119789668492) | > grad_norm_0: tensor(33.2029, device='cuda:0') (tensor(22.2763, device='cuda:0')) | > loss_gen: 2.813831329345703 (2.7694258695040936) | > loss_kl: 1.685023546218872 (1.7184634866652553) | > loss_feat: 7.531862735748291 (8.250937505201863) | > loss_mel: 12.419615745544434 (12.919518373745344) | > loss_duration: 1.704004168510437 (1.6673621586906962) | > amp_scaler: 256.0 (282.5974025974029) | > loss_1: 26.15433692932129 (27.325707390194847) | > grad_norm_1: tensor(404.4929, device='cuda:0') (tensor(409.7981, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.7862 (0.8504330162362103) | > loader_time: 0.0095 (0.00999405476954077)  --> TIME: 2025-05-11 14:29:04 -- STEP: 512/725 -- GLOBAL_STEP: 345800 | > loss_disc: 2.126542091369629 (2.2041845261119315) | > loss_disc_real_0: 0.11663073301315308 (0.13598123411065902) | > loss_disc_real_1: 0.17907312512397766 (0.19026300145196723) | > loss_disc_real_2: 0.1755940020084381 (0.18876147625269363) | > loss_disc_real_3: 0.20090648531913757 (0.2055207970261108) | > loss_disc_real_4: 0.18927472829818726 (0.195375799346948) | > loss_disc_real_5: 0.18645696341991425 (0.20756378240184853) | > loss_0: 2.126542091369629 (2.2041845261119315) | > grad_norm_0: tensor(21.4182, device='cuda:0') (tensor(22.3847, device='cuda:0')) | > loss_gen: 2.846560478210449 (2.767344909720122) | > loss_kl: 1.6579577922821045 (1.7167296952102336) | > loss_feat: 9.005529403686523 (8.24229894857854) | > loss_mel: 13.416679382324219 (12.927522148936987) | > loss_duration: 1.61629319190979 (1.6681848319713026) | > amp_scaler: 256.0 (280.0000000000002) | > loss_1: 28.543020248413086 (27.32208053022623) | > grad_norm_1: tensor(395.0236, device='cuda:0') (tensor(412.1649, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8544 (0.8509104568511248) | > loader_time: 0.0109 (0.009993105661123998)  --> TIME: 2025-05-11 14:29:47 -- STEP: 562/725 -- GLOBAL_STEP: 345850 | > loss_disc: 2.1425282955169678 (2.202925487345225) | > loss_disc_real_0: 0.15165598690509796 (0.13589842018283563) | > loss_disc_real_1: 0.18875843286514282 (0.19020896975043813) | > loss_disc_real_2: 0.1827125996351242 (0.1886377721971888) | > loss_disc_real_3: 0.1818261444568634 (0.2053466305083652) | > loss_disc_real_4: 0.21122033894062042 (0.19530421171960455) | > loss_disc_real_5: 0.21012280881404877 (0.2073973114486267) | > loss_0: 2.1425282955169678 (2.202925487345225) | > grad_norm_0: tensor(8.7507, device='cuda:0') (tensor(22.3834, device='cuda:0')) | > loss_gen: 2.9350695610046387 (2.7686870530831014) | > loss_kl: 1.7464655637741089 (1.7179923085131255) | > loss_feat: 8.260343551635742 (8.245461698952946) | > loss_mel: 13.09755802154541 (12.935363248573928) | > loss_duration: 1.644834041595459 (1.6682908144709905) | > amp_scaler: 256.0 (277.8647686832743) | > loss_1: 27.68427085876465 (27.335795124230437) | > grad_norm_1: tensor(149.9596, device='cuda:0') (tensor(411.3039, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.9105 (0.8515432283971655) | > loader_time: 0.0102 (0.010021903760916832)  --> TIME: 2025-05-11 14:30:31 -- STEP: 612/725 -- GLOBAL_STEP: 345900 | > loss_disc: 2.079463481903076 (2.2024083864065562) | > loss_disc_real_0: 0.11367135494947433 (0.13573864920466555) | > loss_disc_real_1: 0.16993266344070435 (0.19011470509899972) | > loss_disc_real_2: 0.17807261645793915 (0.1885005784482737) | > loss_disc_real_3: 0.2141418159008026 (0.2053544692743837) | > loss_disc_real_4: 0.15954835712909698 (0.195323686389362) | > loss_disc_real_5: 0.21830588579177856 (0.2075394105434028) | > loss_0: 2.079463481903076 (2.2024083864065562) | > grad_norm_0: tensor(20.0752, device='cuda:0') (tensor(21.9963, device='cuda:0')) | > loss_gen: 3.131575107574463 (2.76803085539076) | > loss_kl: 1.6326221227645874 (1.7186614911930234) | > loss_feat: 10.123026847839355 (8.256075075249267) | > loss_mel: 14.692464828491211 (12.937249110415092) | > loss_duration: 1.6009160280227661 (1.6680032632319757) | > amp_scaler: 256.0 (276.07843137254946) | > loss_1: 31.18060302734375 (27.34801978379293) | > grad_norm_1: tensor(500.1060, device='cuda:0') (tensor(406.1454, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8339 (0.8523078553037702) | > loader_time: 0.0095 (0.01002524257485385)  --> TIME: 2025-05-11 14:31:15 -- STEP: 662/725 -- GLOBAL_STEP: 345950 | > loss_disc: 2.191166639328003 (2.2027983996803315) | > loss_disc_real_0: 0.15453742444515228 (0.1359061790106879) | > loss_disc_real_1: 0.1897517889738083 (0.19004829153643613) | > loss_disc_real_2: 0.18816699087619781 (0.18844786052257276) | > loss_disc_real_3: 0.18316666781902313 (0.20525918815431268) | > loss_disc_real_4: 0.18148432672023773 (0.1954567855578534) | > loss_disc_real_5: 0.2466435730457306 (0.2077661289459269) | > loss_0: 2.191166639328003 (2.2027983996803315) | > grad_norm_0: tensor(31.4458, device='cuda:0') (tensor(21.6989, device='cuda:0')) | > loss_gen: 2.803218126296997 (2.7690921719340746) | > loss_kl: 1.6894818544387817 (1.7214226584059955) | > loss_feat: 8.246268272399902 (8.257440044800676) | > loss_mel: 14.558394432067871 (12.955950342276305) | > loss_duration: 1.6860649585723877 (1.6685209692064729) | > amp_scaler: 256.0 (274.5619335347435) | > loss_1: 28.983428955078125 (27.37242617419839) | > grad_norm_1: tensor(411.2251, device='cuda:0') (tensor(400.2509, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.8958 (0.8525075433477531) | > loader_time: 0.0105 (0.010042135809123354)  --> TIME: 2025-05-11 14:31:59 -- STEP: 712/725 -- GLOBAL_STEP: 346000 | > loss_disc: 2.2243492603302 (2.2015160971812997) | > loss_disc_real_0: 0.1077754870057106 (0.1357857023752974) | > loss_disc_real_1: 0.18744368851184845 (0.19002204302572778) | > loss_disc_real_2: 0.2288675755262375 (0.18848951602501154) | > loss_disc_real_3: 0.2136344015598297 (0.2050846200227067) | > loss_disc_real_4: 0.2060844451189041 (0.19539171597512242) | > loss_disc_real_5: 0.15686674416065216 (0.20743234786257314) | > loss_0: 2.2243492603302 (2.2015160971812997) | > grad_norm_0: tensor(25.1309, device='cuda:0') (tensor(21.5851, device='cuda:0')) | > loss_gen: 2.8225796222686768 (2.770932698182844) | > loss_kl: 1.7874999046325684 (1.7215580148308465) | > loss_feat: 7.734428405761719 (8.268654870853) | > loss_mel: 12.843231201171875 (12.986488067701961) | > loss_duration: 1.6585285663604736 (1.667999671583765) | > amp_scaler: 256.0 (273.2584269662925) | > loss_1: 26.846269607543945 (27.41563331946898) | > grad_norm_1: tensor(408.8245, device='cuda:0') (tensor(399.0485, device='cuda:0')) | > current_lr_0: 0.00018993637349155027 | > current_lr_1: 0.00018993637349155027 | > step_time: 0.831 (0.8539755059761944) | > loader_time: 0.0096 (0.01006437854820425) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_346000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.395643949508667 (2.395643949508667) | > loss_disc_real_0: 0.2841758728027344 (0.2841758728027344) | > loss_disc_real_1: 0.22314156591892242 (0.22314156591892242) | > loss_disc_real_2: 0.2156861275434494 (0.2156861275434494) | > loss_disc_real_3: 0.2470271736383438 (0.2470271736383438) | > loss_disc_real_4: 0.25631025433540344 (0.25631025433540344) | > loss_disc_real_5: 0.2535747289657593 (0.2535747289657593) | > loss_0: 2.395643949508667 (2.395643949508667) | > loss_gen: 3.1065666675567627 (3.1065666675567627) | > loss_kl: 1.985168695449829 (1.985168695449829) | > loss_feat: 8.383581161499023 (8.383581161499023) | > loss_mel: 12.826005935668945 (12.826005935668945) | > loss_duration: 1.7265300750732422 (1.7265300750732422) | > loss_1: 28.02785301208496 (28.02785301208496)  --> STEP: 1 | > loss_disc: 2.3063344955444336 (2.3063344955444336) | > loss_disc_real_0: 0.26896461844444275 (0.26896461844444275) | > loss_disc_real_1: 0.2368660271167755 (0.2368660271167755) | > loss_disc_real_2: 0.19948367774486542 (0.19948367774486542) | > loss_disc_real_3: 0.2201187014579773 (0.2201187014579773) | > loss_disc_real_4: 0.22576142847537994 (0.22576142847537994) | > loss_disc_real_5: 0.24605031311511993 (0.24605031311511993) | > loss_0: 2.3063344955444336 (2.3063344955444336) | > loss_gen: 3.1582400798797607 (3.1582400798797607) | > loss_kl: 2.293600559234619 (2.293600559234619) | > loss_feat: 8.242146492004395 (8.242146492004395) | > loss_mel: 13.848437309265137 (13.848437309265137) | > loss_duration: 1.8643712997436523 (1.8643712997436523) | > loss_1: 29.406795501708984 (29.406795501708984)  --> STEP: 2 | > loss_disc: 2.2142748832702637 (2.2603046894073486) | > loss_disc_real_0: 0.2662340998649597 (0.26759935915470123) | > loss_disc_real_1: 0.23059268295764923 (0.23372935503721237) | > loss_disc_real_2: 0.18513523042201996 (0.1923094540834427) | > loss_disc_real_3: 0.22168093919754028 (0.2208998203277588) | > loss_disc_real_4: 0.24331195652484894 (0.23453669250011444) | > loss_disc_real_5: 0.2035660594701767 (0.22480818629264832) | > loss_0: 2.2142748832702637 (2.2603046894073486) | > loss_gen: 3.262378215789795 (3.210309147834778) | > loss_kl: 2.1190364360809326 (2.206318497657776) | > loss_feat: 8.79480266571045 (8.518474578857422) | > loss_mel: 14.990500450134277 (14.419468879699707) | > loss_duration: 1.8779371976852417 (1.871154248714447) | > loss_1: 31.044654846191406 (30.225725173950195)  --> STEP: 3 | > loss_disc: 2.314311981201172 (2.2783071200052896) | > loss_disc_real_0: 0.27507445216178894 (0.27009105682373047) | > loss_disc_real_1: 0.22453314065933228 (0.23066395024458566) | > loss_disc_real_2: 0.20477168262004852 (0.1964635302623113) | > loss_disc_real_3: 0.22656184434890747 (0.2227871616681417) | > loss_disc_real_4: 0.23407311737537384 (0.23438216745853424) | > loss_disc_real_5: 0.25425857305526733 (0.234624981880188) | > loss_0: 2.314311981201172 (2.2783071200052896) | > loss_gen: 3.1282293796539307 (3.1829492251078286) | > loss_kl: 1.9648343324661255 (2.1258237759272256) | > loss_feat: 8.36520004272461 (8.46738306681315) | > loss_mel: 13.492396354675293 (14.110444704691568) | > loss_duration: 1.8338426351547241 (1.8587170441945393) | > loss_1: 28.784502029418945 (29.745317459106445)  --> STEP: 4 | > loss_disc: 2.262373208999634 (2.2743236422538757) | > loss_disc_real_0: 0.309670627117157 (0.2799859493970871) | > loss_disc_real_1: 0.21012625098228455 (0.2255295254290104) | > loss_disc_real_2: 0.16268092393875122 (0.18801787868142128) | > loss_disc_real_3: 0.231419637799263 (0.224945280700922) | > loss_disc_real_4: 0.2657569646835327 (0.24222586676478386) | > loss_disc_real_5: 0.20245781540870667 (0.22658319026231766) | > loss_0: 2.262373208999634 (2.2743236422538757) | > loss_gen: 3.1575984954833984 (3.176611542701721) | > loss_kl: 2.0335757732391357 (2.1027617752552032) | > loss_feat: 9.189615249633789 (8.64794111251831) | > loss_mel: 14.67695140838623 (14.252071380615234) | > loss_duration: 1.7793140411376953 (1.8388662934303284) | > loss_1: 30.837055206298828 (30.01825189590454) --> EVAL PERFORMANCE | > avg_loader_time: 0.3314436674118042 (+0.047585129737854004) | > avg_loss_disc: 2.2743236422538757 (-0.023169517517089844) | > avg_loss_disc_real_0: 0.2799859493970871 (+0.1337706707417965) | > avg_loss_disc_real_1: 0.2255295254290104 (-0.005994118750095367) | > avg_loss_disc_real_2: 0.18801787868142128 (-0.06788155436515808) | > avg_loss_disc_real_3: 0.224945280700922 (-0.004141010344028473) | > avg_loss_disc_real_4: 0.24222586676478386 (+0.013355229049921036) | > avg_loss_disc_real_5: 0.22658319026231766 (-0.04859033226966858) | > avg_loss_0: 2.2743236422538757 (-0.023169517517089844) | > avg_loss_gen: 3.176611542701721 (+0.24677443504333496) | > avg_loss_kl: 2.1027617752552032 (-0.055270880460739136) | > avg_loss_feat: 8.64794111251831 (+0.3315361738204956) | > avg_loss_mel: 14.252071380615234 (+0.6145331859588623) | > avg_loss_duration: 1.8388662934303284 (+0.0029289722442626953) | > avg_loss_1: 30.01825189590454 (+1.1405019760131836)  > EPOCH: 414/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 14:32:19)   --> TIME: 2025-05-11 14:32:54 -- STEP: 37/725 -- GLOBAL_STEP: 346050 | > loss_disc: 2.3036251068115234 (2.230642441156748) | > loss_disc_real_0: 0.1508554071187973 (0.14190510620136518) | > loss_disc_real_1: 0.16873514652252197 (0.19365780458257004) | > loss_disc_real_2: 0.18102122843265533 (0.1913188482458527) | > loss_disc_real_3: 0.2149563580751419 (0.21008301425624537) | > loss_disc_real_4: 0.1887887567281723 (0.1962803513617129) | > loss_disc_real_5: 0.20045316219329834 (0.21079631270589055) | > loss_0: 2.3036251068115234 (2.230642441156748) | > grad_norm_0: tensor(6.7671, device='cuda:0') (tensor(23.5525, device='cuda:0')) | > loss_gen: 2.6838111877441406 (2.7177561811498694) | > loss_kl: 1.6758220195770264 (1.7013184347668209) | > loss_feat: 7.857187747955322 (8.013989448547367) | > loss_mel: 11.286530494689941 (12.816023517299342) | > loss_duration: 1.6600379943847656 (1.6654737285665564) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.163389205932617 (26.91456109124261) | > grad_norm_1: tensor(39.8388, device='cuda:0') (tensor(372.4379, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8729 (0.8568003177642822) | > loader_time: 0.0126 (0.011591711559811153)  --> TIME: 2025-05-11 14:33:38 -- STEP: 87/725 -- GLOBAL_STEP: 346100 | > loss_disc: 2.1206817626953125 (2.203316250066647) | > loss_disc_real_0: 0.14365443587303162 (0.13854445731160275) | > loss_disc_real_1: 0.18915274739265442 (0.18997524987007008) | > loss_disc_real_2: 0.1847023367881775 (0.18872929955350942) | > loss_disc_real_3: 0.20673786103725433 (0.20650002223321762) | > loss_disc_real_4: 0.1838555485010147 (0.19353869660147305) | > loss_disc_real_5: 0.17861028015613556 (0.20866529986091042) | > loss_0: 2.1206817626953125 (2.203316250066647) | > grad_norm_0: tensor(28.1783, device='cuda:0') (tensor(21.0976, device='cuda:0')) | > loss_gen: 2.9011595249176025 (2.751215334596305) | > loss_kl: 1.711081862449646 (1.7191817431614316) | > loss_feat: 8.430768966674805 (8.219371954600021) | > loss_mel: 13.144452095031738 (12.972495692899857) | > loss_duration: 1.6545405387878418 (1.6681510717019268) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.842002868652344 (27.33041570378445) | > grad_norm_1: tensor(461.6976, device='cuda:0') (tensor(345.2453, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8198 (0.8597752253214518) | > loader_time: 0.0108 (0.010983554796240795)  --> TIME: 2025-05-11 14:34:22 -- STEP: 137/725 -- GLOBAL_STEP: 346150 | > loss_disc: 2.0844192504882812 (2.199613948808099) | > loss_disc_real_0: 0.11243791878223419 (0.1372599263478369) | > loss_disc_real_1: 0.16462655365467072 (0.1892406691382401) | > loss_disc_real_2: 0.17186342179775238 (0.18839793864392887) | > loss_disc_real_3: 0.19835379719734192 (0.20616550700072825) | > loss_disc_real_4: 0.17241472005844116 (0.19373783512707174) | > loss_disc_real_5: 0.2041490525007248 (0.20860954390390077) | > loss_0: 2.0844192504882812 (2.199613948808099) | > grad_norm_0: tensor(27.8233, device='cuda:0') (tensor(21.9289, device='cuda:0')) | > loss_gen: 2.7252771854400635 (2.7600664552980967) | > loss_kl: 1.6263450384140015 (1.7118920070411516) | > loss_feat: 8.523054122924805 (8.231996981766976) | > loss_mel: 12.597352981567383 (12.982174323423065) | > loss_duration: 1.6353578567504883 (1.6677536555450327) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.10738754272461 (27.353883381307558) | > grad_norm_1: tensor(396.7502, device='cuda:0') (tensor(367.4884, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8383 (0.8600133579142772) | > loader_time: 0.0101 (0.010688184821692696)  --> TIME: 2025-05-11 14:35:06 -- STEP: 187/725 -- GLOBAL_STEP: 346200 | > loss_disc: 2.096653938293457 (2.2037489579960625) | > loss_disc_real_0: 0.12537699937820435 (0.13855497977312872) | > loss_disc_real_1: 0.1946367621421814 (0.18972738860125207) | > loss_disc_real_2: 0.18980257213115692 (0.18830684855341268) | > loss_disc_real_3: 0.21506552398204803 (0.20608322322368622) | > loss_disc_real_4: 0.1939876228570938 (0.1941880249084636) | > loss_disc_real_5: 0.20895835757255554 (0.20794653685335168) | > loss_0: 2.096653938293457 (2.2037489579960625) | > grad_norm_0: tensor(27.3201, device='cuda:0') (tensor(22.1582, device='cuda:0')) | > loss_gen: 2.8542559146881104 (2.7594945010016945) | > loss_kl: 1.6173831224441528 (1.702174410463017) | > loss_feat: 8.878154754638672 (8.18143625055405) | > loss_mel: 13.465214729309082 (12.912101868002173) | > loss_duration: 1.6985825300216675 (1.6695061316464674) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.51358985900879 (27.22471313680557) | > grad_norm_1: tensor(640.8384, device='cuda:0') (tensor(380.7706, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8636 (0.8635818601292085) | > loader_time: 0.0115 (0.01069091985569918)  --> TIME: 2025-05-11 14:35:50 -- STEP: 237/725 -- GLOBAL_STEP: 346250 | > loss_disc: 2.2306501865386963 (2.200164204408348) | > loss_disc_real_0: 0.12893633544445038 (0.13734434768243173) | > loss_disc_real_1: 0.20135736465454102 (0.18962135615479592) | > loss_disc_real_2: 0.1917826384305954 (0.18796692034111742) | > loss_disc_real_3: 0.20529145002365112 (0.2058776699415239) | > loss_disc_real_4: 0.22687377035617828 (0.19426229225180824) | > loss_disc_real_5: 0.23608456552028656 (0.20770161130508794) | > loss_0: 2.2306501865386963 (2.200164204408348) | > grad_norm_0: tensor(22.5345, device='cuda:0') (tensor(21.8030, device='cuda:0')) | > loss_gen: 2.7746102809906006 (2.766181666136794) | > loss_kl: 2.0829501152038574 (1.7095977530700748) | > loss_feat: 7.654935359954834 (8.247472706726334) | > loss_mel: 12.593817710876465 (12.953096937026656) | > loss_duration: 1.6399964094161987 (1.6693225022609728) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.746309280395508 (27.34567161753208) | > grad_norm_1: tensor(479.3509, device='cuda:0') (tensor(387.7022, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8195 (0.863219818485437) | > loader_time: 0.0104 (0.01054945776734171)  --> TIME: 2025-05-11 14:36:33 -- STEP: 287/725 -- GLOBAL_STEP: 346300 | > loss_disc: 2.2927868366241455 (2.200472236925717) | > loss_disc_real_0: 0.1074090301990509 (0.1363005877216103) | > loss_disc_real_1: 0.2173047512769699 (0.19022448189582553) | > loss_disc_real_2: 0.22236008942127228 (0.1881377026179111) | > loss_disc_real_3: 0.19142796099185944 (0.20593632819968233) | > loss_disc_real_4: 0.1976562738418579 (0.1945750787075388) | > loss_disc_real_5: 0.21466730535030365 (0.20729598371824737) | > loss_0: 2.2927868366241455 (2.200472236925717) | > grad_norm_0: tensor(15.0224, device='cuda:0') (tensor(21.5528, device='cuda:0')) | > loss_gen: 2.598233938217163 (2.7665533961319344) | > loss_kl: 1.6604716777801514 (1.7099762523631186) | > loss_feat: 7.420426845550537 (8.253190964356536) | > loss_mel: 12.454819679260254 (12.985492360716496) | > loss_duration: 1.685814380645752 (1.6690233152502505) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.819765090942383 (27.38423630584823) | > grad_norm_1: tensor(475.4445, device='cuda:0') (tensor(391.1483, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.817 (0.8609024381803717) | > loader_time: 0.011 (0.010555345422299479)  --> TIME: 2025-05-11 14:37:16 -- STEP: 337/725 -- GLOBAL_STEP: 346350 | > loss_disc: 2.167505979537964 (2.200192835635177) | > loss_disc_real_0: 0.10371576994657516 (0.1364309957764976) | > loss_disc_real_1: 0.2016151249408722 (0.19013698275259042) | > loss_disc_real_2: 0.18046225607395172 (0.18820524848002707) | > loss_disc_real_3: 0.22169461846351624 (0.20568305877443596) | > loss_disc_real_4: 0.21350114047527313 (0.19468062598733596) | > loss_disc_real_5: 0.1956857591867447 (0.20694036839270097) | > loss_0: 2.167505979537964 (2.200192835635177) | > grad_norm_0: tensor(8.7075, device='cuda:0') (tensor(21.4061, device='cuda:0')) | > loss_gen: 2.7242965698242188 (2.765237320070804) | > loss_kl: 1.7327808141708374 (1.7077027290440454) | > loss_feat: 8.547889709472656 (8.25085198773121) | > loss_mel: 14.323662757873535 (12.985600528094464) | > loss_duration: 1.652496576309204 (1.6684833478503127) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.981124877929688 (27.377875942150986) | > grad_norm_1: tensor(154.7570, device='cuda:0') (tensor(386.7433, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8885 (0.8596449089333282) | > loader_time: 0.0101 (0.01049563651268843)  --> TIME: 2025-05-11 14:38:00 -- STEP: 387/725 -- GLOBAL_STEP: 346400 | > loss_disc: 2.1199450492858887 (2.198051747117548) | > loss_disc_real_0: 0.11297836899757385 (0.1361519834098889) | > loss_disc_real_1: 0.16001632809638977 (0.1899901245376551) | > loss_disc_real_2: 0.18971116840839386 (0.18786938168897802) | > loss_disc_real_3: 0.18867972493171692 (0.20533949159836587) | > loss_disc_real_4: 0.20121991634368896 (0.19484414098644753) | > loss_disc_real_5: 0.20823802053928375 (0.2070556074688909) | > loss_0: 2.1199450492858887 (2.198051747117548) | > grad_norm_0: tensor(34.2758, device='cuda:0') (tensor(21.3185, device='cuda:0')) | > loss_gen: 2.814594030380249 (2.7663361243807376) | > loss_kl: 1.6540716886520386 (1.7093404309694158) | > loss_feat: 8.770047187805176 (8.255577406525923) | > loss_mel: 13.703055381774902 (12.984819353088852) | > loss_duration: 1.7314889430999756 (1.6687314029811888) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.67325782775879 (27.384804762611093) | > grad_norm_1: tensor(580.9397, device='cuda:0') (tensor(384.2938, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8763 (0.8594763827262307) | > loader_time: 0.0119 (0.010436937790508421)  --> TIME: 2025-05-11 14:38:44 -- STEP: 437/725 -- GLOBAL_STEP: 346450 | > loss_disc: 2.239734649658203 (2.1983284682922) | > loss_disc_real_0: 0.1500263214111328 (0.13590151020400298) | > loss_disc_real_1: 0.19795551896095276 (0.18999599479565074) | > loss_disc_real_2: 0.18456383049488068 (0.18797630058000508) | > loss_disc_real_3: 0.20549680292606354 (0.20543162582668073) | > loss_disc_real_4: 0.21646149456501007 (0.19474093408006282) | > loss_disc_real_5: 0.2217278629541397 (0.2072484390959314) | > loss_0: 2.239734649658203 (2.1983284682922) | > grad_norm_0: tensor(25.5124, device='cuda:0') (tensor(21.3941, device='cuda:0')) | > loss_gen: 2.856717824935913 (2.768152538098787) | > loss_kl: 1.762994408607483 (1.7156541950369864) | > loss_feat: 8.224050521850586 (8.262698383025773) | > loss_mel: 13.46645450592041 (12.992083929223382) | > loss_duration: 1.6507320404052734 (1.6684224057252128) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.960948944091797 (27.407011477297996) | > grad_norm_1: tensor(294.5271, device='cuda:0') (tensor(385.2163, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8765 (0.8593102810857498) | > loader_time: 0.0108 (0.010426971404994382)  --> TIME: 2025-05-11 14:39:27 -- STEP: 487/725 -- GLOBAL_STEP: 346500 | > loss_disc: 2.259714365005493 (2.200747243187999) | > loss_disc_real_0: 0.1277545541524887 (0.13647454784268936) | > loss_disc_real_1: 0.18126733601093292 (0.1901916661118089) | > loss_disc_real_2: 0.1514558494091034 (0.1882679197149355) | > loss_disc_real_3: 0.20540916919708252 (0.20546313835732505) | > loss_disc_real_4: 0.17697016894817352 (0.19485010503498684) | > loss_disc_real_5: 0.23264585435390472 (0.2070862173544553) | > loss_0: 2.259714365005493 (2.200747243187999) | > grad_norm_0: tensor(22.1672, device='cuda:0') (tensor(22.1660, device='cuda:0')) | > loss_gen: 2.7096357345581055 (2.76658098702558) | > loss_kl: 1.7913504838943481 (1.7173848940361696) | > loss_feat: 7.48774528503418 (8.240649856825874) | > loss_mel: 11.60670280456543 (12.976386328742244) | > loss_duration: 1.6544582843780518 (1.6689035968369281) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.249895095825195 (27.369905718542956) | > grad_norm_1: tensor(355.8814, device='cuda:0') (tensor(389.1985, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8215 (0.8590410470472959) | > loader_time: 0.0104 (0.010427154309940536)  --> TIME: 2025-05-11 14:40:12 -- STEP: 537/725 -- GLOBAL_STEP: 346550 | > loss_disc: 2.308243751525879 (2.2017632356569075) | > loss_disc_real_0: 0.1417342722415924 (0.13652061476776253) | > loss_disc_real_1: 0.2067539095878601 (0.19033763137276602) | > loss_disc_real_2: 0.211003378033638 (0.18834510995023077) | > loss_disc_real_3: 0.2257302701473236 (0.2054105117722819) | > loss_disc_real_4: 0.22120250761508942 (0.19497476248989784) | > loss_disc_real_5: 0.22191135585308075 (0.20742303427149242) | > loss_0: 2.308243751525879 (2.2017632356569075) | > grad_norm_0: tensor(19.2178, device='cuda:0') (tensor(22.3835, device='cuda:0')) | > loss_gen: 2.60105562210083 (2.7661375808538233) | > loss_kl: 1.56876802444458 (1.7179055207268483) | > loss_feat: 8.132767677307129 (8.231757938306867) | > loss_mel: 11.817477226257324 (12.971797879181764) | > loss_duration: 1.7077847719192505 (1.6693869573887945) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.827852249145508 (27.356985948161263) | > grad_norm_1: tensor(453.7377, device='cuda:0') (tensor(391.1072, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8501 (0.8599018602175863) | > loader_time: 0.0098 (0.010432679337940181)  --> TIME: 2025-05-11 14:40:55 -- STEP: 587/725 -- GLOBAL_STEP: 346600 | > loss_disc: 2.1583499908447266 (2.2022169907616984) | > loss_disc_real_0: 0.0948030948638916 (0.13675932225722046) | > loss_disc_real_1: 0.17976784706115723 (0.19045381369846623) | > loss_disc_real_2: 0.18287751078605652 (0.18833669405779607) | > loss_disc_real_3: 0.20916859805583954 (0.2051683833134033) | > loss_disc_real_4: 0.18137603998184204 (0.1949399724425002) | > loss_disc_real_5: 0.20038728415966034 (0.20732458712599752) | > loss_0: 2.1583499908447266 (2.2022169907616984) | > grad_norm_0: tensor(26.7149, device='cuda:0') (tensor(22.4405, device='cuda:0')) | > loss_gen: 2.6583330631256104 (2.766635036143575) | > loss_kl: 1.6554737091064453 (1.718623149130982) | > loss_feat: 7.833846569061279 (8.234605029656896) | > loss_mel: 13.206355094909668 (12.98039530245572) | > loss_duration: 1.6565274000167847 (1.6688834339431036) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.010534286499023 (27.369141999460766) | > grad_norm_1: tensor(509.8694, device='cuda:0') (tensor(393.3882, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8701 (0.8596896410394569) | > loader_time: 0.011 (0.010411213772463434)  --> TIME: 2025-05-11 14:41:39 -- STEP: 637/725 -- GLOBAL_STEP: 346650 | > loss_disc: 2.1935486793518066 (2.2021533714920207) | > loss_disc_real_0: 0.19957605004310608 (0.13674063310377982) | > loss_disc_real_1: 0.1855052262544632 (0.19068751066595627) | > loss_disc_real_2: 0.17641526460647583 (0.18846183463205915) | > loss_disc_real_3: 0.18210433423519135 (0.20524929061508632) | > loss_disc_real_4: 0.20043425261974335 (0.19495912946561816) | > loss_disc_real_5: 0.19116421043872833 (0.20711089043733286) | > loss_0: 2.1935486793518066 (2.2021533714920207) | > grad_norm_0: tensor(35.2315, device='cuda:0') (tensor(22.5564, device='cuda:0')) | > loss_gen: 2.7920539379119873 (2.767889376899324) | > loss_kl: 1.7720485925674438 (1.7202458973020733) | > loss_feat: 8.024345397949219 (8.23583706731511) | > loss_mel: 12.53099250793457 (12.980736705534508) | > loss_duration: 1.617646336555481 (1.6685011615184262) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.73708724975586 (27.37321023626642) | > grad_norm_1: tensor(321.6556, device='cuda:0') (tensor(396.9145, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8392 (0.8596712090718316) | > loader_time: 0.0099 (0.01038875647205012)  --> TIME: 2025-05-11 14:42:22 -- STEP: 687/725 -- GLOBAL_STEP: 346700 | > loss_disc: 2.296462059020996 (2.2033516158183053) | > loss_disc_real_0: 0.15966255962848663 (0.1365990827220666) | > loss_disc_real_1: 0.1679171472787857 (0.19069219130095436) | > loss_disc_real_2: 0.193162739276886 (0.18859140670368937) | > loss_disc_real_3: 0.16001079976558685 (0.20524567638942773) | > loss_disc_real_4: 0.1782686561346054 (0.1952339274350559) | > loss_disc_real_5: 0.1959315985441208 (0.2072038788245409) | > loss_0: 2.296462059020996 (2.2033516158183053) | > grad_norm_0: tensor(19.7468, device='cuda:0') (tensor(22.5209, device='cuda:0')) | > loss_gen: 2.632930278778076 (2.765549390423592) | > loss_kl: 1.7922370433807373 (1.7202715741841896) | > loss_feat: 8.288481712341309 (8.226652667338486) | > loss_mel: 12.164183616638184 (12.960483260897405) | > loss_duration: 1.6761975288391113 (1.6682342303024802) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.554031372070312 (27.34119115993272) | > grad_norm_1: tensor(422.7338, device='cuda:0') (tensor(399.3312, device='cuda:0')) | > current_lr_0: 0.00018991263144486382 | > current_lr_1: 0.00018991263144486382 | > step_time: 0.8807 (0.8591130935469049) | > loader_time: 0.0102 (0.010383841946308968)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3952512741088867 (2.3952512741088867) | > loss_disc_real_0: 0.17595911026000977 (0.17595911026000977) | > loss_disc_real_1: 0.1901489943265915 (0.1901489943265915) | > loss_disc_real_2: 0.2655479311943054 (0.2655479311943054) | > loss_disc_real_3: 0.23789411783218384 (0.23789411783218384) | > loss_disc_real_4: 0.25468960404396057 (0.25468960404396057) | > loss_disc_real_5: 0.20949985086917877 (0.20949985086917877) | > loss_0: 2.3952512741088867 (2.3952512741088867) | > loss_gen: 2.653684616088867 (2.653684616088867) | > loss_kl: 2.1391758918762207 (2.1391758918762207) | > loss_feat: 7.252737522125244 (7.252737522125244) | > loss_mel: 11.794560432434082 (11.794560432434082) | > loss_duration: 1.7160353660583496 (1.7160353660583496) | > loss_1: 25.556194305419922 (25.556194305419922)  --> STEP: 1 | > loss_disc: 2.2169153690338135 (2.2169153690338135) | > loss_disc_real_0: 0.13982926309108734 (0.13982926309108734) | > loss_disc_real_1: 0.1884937733411789 (0.1884937733411789) | > loss_disc_real_2: 0.2756553888320923 (0.2756553888320923) | > loss_disc_real_3: 0.2501002550125122 (0.2501002550125122) | > loss_disc_real_4: 0.20874395966529846 (0.20874395966529846) | > loss_disc_real_5: 0.20541715621948242 (0.20541715621948242) | > loss_0: 2.2169153690338135 (2.2169153690338135) | > loss_gen: 2.9115724563598633 (2.9115724563598633) | > loss_kl: 2.0521106719970703 (2.0521106719970703) | > loss_feat: 8.701681137084961 (8.701681137084961) | > loss_mel: 14.301671028137207 (14.301671028137207) | > loss_duration: 1.8366421461105347 (1.8366421461105347) | > loss_1: 29.803674697875977 (29.803674697875977)  --> STEP: 2 | > loss_disc: 2.2090911865234375 (2.2130032777786255) | > loss_disc_real_0: 0.13671152293682098 (0.13827039301395416) | > loss_disc_real_1: 0.1670469343662262 (0.17777035385370255) | > loss_disc_real_2: 0.25777384638786316 (0.2667146176099777) | > loss_disc_real_3: 0.229969784617424 (0.2400350198149681) | > loss_disc_real_4: 0.2335052639245987 (0.22112461179494858) | > loss_disc_real_5: 0.19812920689582825 (0.20177318155765533) | > loss_0: 2.2090911865234375 (2.2130032777786255) | > loss_gen: 2.896101713180542 (2.9038370847702026) | > loss_kl: 1.8902649879455566 (1.9711878299713135) | > loss_feat: 8.846797943115234 (8.774239540100098) | > loss_mel: 13.924138069152832 (14.11290454864502) | > loss_duration: 1.8602705001831055 (1.84845632314682) | > loss_1: 29.417572021484375 (29.610623359680176)  --> STEP: 3 | > loss_disc: 2.3405532836914062 (2.2555199464162192) | > loss_disc_real_0: 0.14981640875339508 (0.14211906492710114) | > loss_disc_real_1: 0.1884915977716446 (0.18134410182634988) | > loss_disc_real_2: 0.2491113692522049 (0.2608468681573868) | > loss_disc_real_3: 0.22748667001724243 (0.23585223654905954) | > loss_disc_real_4: 0.2351231426000595 (0.22579078872998556) | > loss_disc_real_5: 0.1955588161945343 (0.199701726436615) | > loss_0: 2.3405532836914062 (2.2555199464162192) | > loss_gen: 2.5732812881469727 (2.793651819229126) | > loss_kl: 2.016796827316284 (1.9863908290863037) | > loss_feat: 7.451638221740723 (8.333372433980307) | > loss_mel: 12.871467590332031 (13.699092229207357) | > loss_duration: 1.855251431465149 (1.8507213592529297) | > loss_1: 26.768436431884766 (28.663227717081707)  --> STEP: 4 | > loss_disc: 2.431278705596924 (2.2994596362113953) | > loss_disc_real_0: 0.17259161174297333 (0.14973720163106918) | > loss_disc_real_1: 0.2081597000360489 (0.18804800137877464) | > loss_disc_real_2: 0.22869756817817688 (0.2528095431625843) | > loss_disc_real_3: 0.2515864670276642 (0.2397857941687107) | > loss_disc_real_4: 0.2533930242061615 (0.23269134759902954) | > loss_disc_real_5: 0.24142512679100037 (0.21013257652521133) | > loss_0: 2.431278705596924 (2.2994596362113953) | > loss_gen: 2.5033013820648193 (2.7210642099380493) | > loss_kl: 2.214425563812256 (2.0433995127677917) | > loss_feat: 5.880935192108154 (7.720263123512268) | > loss_mel: 11.21304702758789 (13.07758092880249) | > loss_duration: 1.7846596240997314 (1.8342059254646301) | > loss_1: 23.59636878967285 (27.396512985229492) --> EVAL PERFORMANCE | > avg_loader_time: 0.3403943181037903 (+0.008950650691986084) | > avg_loss_disc: 2.2994596362113953 (+0.02513599395751953) | > avg_loss_disc_real_0: 0.14973720163106918 (-0.1302487477660179) | > avg_loss_disc_real_1: 0.18804800137877464 (-0.03748152405023575) | > avg_loss_disc_real_2: 0.2528095431625843 (+0.06479166448116302) | > avg_loss_disc_real_3: 0.2397857941687107 (+0.014840513467788696) | > avg_loss_disc_real_4: 0.23269134759902954 (-0.009534519165754318) | > avg_loss_disc_real_5: 0.21013257652521133 (-0.016450613737106323) | > avg_loss_0: 2.2994596362113953 (+0.02513599395751953) | > avg_loss_gen: 2.7210642099380493 (-0.4555473327636719) | > avg_loss_kl: 2.0433995127677917 (-0.0593622624874115) | > avg_loss_feat: 7.720263123512268 (-0.9276779890060425) | > avg_loss_mel: 13.07758092880249 (-1.1744904518127441) | > avg_loss_duration: 1.8342059254646301 (-0.004660367965698242) | > avg_loss_1: 27.396512985229492 (-2.621738910675049)  > EPOCH: 415/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 14:43:02)   --> TIME: 2025-05-11 14:43:15 -- STEP: 12/725 -- GLOBAL_STEP: 346750 | > loss_disc: 2.3506340980529785 (2.2266003688176474) | > loss_disc_real_0: 0.1746087670326233 (0.1443614779661099) | > loss_disc_real_1: 0.19937747716903687 (0.19352588430047035) | > loss_disc_real_2: 0.2043328881263733 (0.1871249998609225) | > loss_disc_real_3: 0.2368941456079483 (0.20830243453383446) | > loss_disc_real_4: 0.19588619470596313 (0.19053510328133902) | > loss_disc_real_5: 0.20157232880592346 (0.2032140058775743) | > loss_0: 2.3506340980529785 (2.2266003688176474) | > grad_norm_0: tensor(22.0899, device='cuda:0') (tensor(19.4014, device='cuda:0')) | > loss_gen: 2.5236830711364746 (2.6840720176696777) | > loss_kl: 1.8946090936660767 (1.7150490482648213) | > loss_feat: 7.00486421585083 (7.797969381014506) | > loss_mel: 11.179988861083984 (12.589160362879435) | > loss_duration: 1.7073397636413574 (1.6685296098391216) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.31048583984375 (26.454779783884685) | > grad_norm_1: tensor(167.6030, device='cuda:0') (tensor(338.2305, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8663 (0.8501162727673849) | > loader_time: 0.0118 (0.010231157143910726)  --> TIME: 2025-05-11 14:43:59 -- STEP: 62/725 -- GLOBAL_STEP: 346800 | > loss_disc: 2.342334747314453 (2.2143399369332095) | > loss_disc_real_0: 0.16869688034057617 (0.13855330177372496) | > loss_disc_real_1: 0.20461347699165344 (0.19317670238594856) | > loss_disc_real_2: 0.20024774968624115 (0.18962673674668035) | > loss_disc_real_3: 0.23540931940078735 (0.20627283160724946) | > loss_disc_real_4: 0.1801239550113678 (0.194640398265854) | > loss_disc_real_5: 0.18065030872821808 (0.20727401731475706) | > loss_0: 2.342334747314453 (2.2143399369332095) | > grad_norm_0: tensor(16.8770, device='cuda:0') (tensor(18.4710, device='cuda:0')) | > loss_gen: 2.4753897190093994 (2.748724502901877) | > loss_kl: 1.60431969165802 (1.712207353884174) | > loss_feat: 6.5977935791015625 (8.272472335446267) | > loss_mel: 10.904668807983398 (13.082029465706118) | > loss_duration: 1.702251672744751 (1.6643835344622213) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.284421920776367 (27.479817236623457) | > grad_norm_1: tensor(97.8585, device='cuda:0') (tensor(319.6344, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8463 (0.8646568098375874) | > loader_time: 0.01 (0.010916582999690887)  --> TIME: 2025-05-11 14:44:43 -- STEP: 112/725 -- GLOBAL_STEP: 346850 | > loss_disc: 2.1208431720733643 (2.210512993591171) | > loss_disc_real_0: 0.11809972673654556 (0.13741487889949755) | > loss_disc_real_1: 0.14997416734695435 (0.1912384931264179) | > loss_disc_real_2: 0.1625807285308838 (0.18917478927012002) | > loss_disc_real_3: 0.1735272854566574 (0.20642197052282946) | > loss_disc_real_4: 0.18717512488365173 (0.1950305522020374) | > loss_disc_real_5: 0.20011821389198303 (0.20749433764389583) | > loss_0: 2.1208431720733643 (2.210512993591171) | > grad_norm_0: tensor(22.1915, device='cuda:0') (tensor(20.9165, device='cuda:0')) | > loss_gen: 2.910759210586548 (2.759845412203244) | > loss_kl: 1.6912707090377808 (1.7110822317855698) | > loss_feat: 9.467268943786621 (8.316336201769966) | > loss_mel: 14.03161334991455 (13.027301720210485) | > loss_duration: 1.6706734895706177 (1.6673591530748777) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.77158546447754 (27.48192470414298) | > grad_norm_1: tensor(413.7692, device='cuda:0') (tensor(365.1656, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8498 (0.8654654898813793) | > loader_time: 0.0101 (0.01104163910661425)  --> TIME: 2025-05-11 14:45:28 -- STEP: 162/725 -- GLOBAL_STEP: 346900 | > loss_disc: 2.2803900241851807 (2.203715631991258) | > loss_disc_real_0: 0.13740481436252594 (0.13646611525320707) | > loss_disc_real_1: 0.2075321078300476 (0.18999242745799785) | > loss_disc_real_2: 0.19862009584903717 (0.18856484534931772) | > loss_disc_real_3: 0.19063608348369598 (0.20571113111060343) | > loss_disc_real_4: 0.1921214610338211 (0.19459775458147494) | > loss_disc_real_5: 0.24187242984771729 (0.2079145688517594) | > loss_0: 2.2803900241851807 (2.203715631991258) | > grad_norm_0: tensor(15.9296, device='cuda:0') (tensor(20.8881, device='cuda:0')) | > loss_gen: 2.7192416191101074 (2.7635618963359327) | > loss_kl: 1.8343846797943115 (1.728231974589972) | > loss_feat: 7.808924198150635 (8.352080474665135) | > loss_mel: 12.013413429260254 (13.023030133894935) | > loss_duration: 1.6234445571899414 (1.6679602324226752) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.999408721923828 (27.53486473177686) | > grad_norm_1: tensor(404.7109, device='cuda:0') (tensor(374.2936, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.853 (0.8675357853924787) | > loader_time: 0.0096 (0.010909109939763576)  --> TIME: 2025-05-11 14:46:12 -- STEP: 212/725 -- GLOBAL_STEP: 346950 | > loss_disc: 2.290271759033203 (2.197694279112907) | > loss_disc_real_0: 0.14510314166545868 (0.13609012497483552) | > loss_disc_real_1: 0.2088547796010971 (0.19012388488594095) | > loss_disc_real_2: 0.18390828371047974 (0.18800139131973376) | > loss_disc_real_3: 0.19554662704467773 (0.20525793112673849) | > loss_disc_real_4: 0.20664992928504944 (0.194520530624772) | > loss_disc_real_5: 0.21234099566936493 (0.206858763646967) | > loss_0: 2.290271759033203 (2.197694279112907) | > grad_norm_0: tensor(9.7001, device='cuda:0') (tensor(21.1547, device='cuda:0')) | > loss_gen: 2.629305601119995 (2.7723117133356507) | > loss_kl: 1.6626436710357666 (1.7278390110663648) | > loss_feat: 7.877521514892578 (8.371617602852156) | > loss_mel: 12.210738182067871 (13.068121091374813) | > loss_duration: 1.6824969053268433 (1.6678189247284292) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.062705993652344 (27.607708391153587) | > grad_norm_1: tensor(140.7292, device='cuda:0') (tensor(380.8733, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8645 (0.8686495996871084) | > loader_time: 0.0123 (0.010880736809856491)  --> TIME: 2025-05-11 14:46:56 -- STEP: 262/725 -- GLOBAL_STEP: 347000 | > loss_disc: 2.2944045066833496 (2.200524813346281) | > loss_disc_real_0: 0.12095080316066742 (0.13586732978356703) | > loss_disc_real_1: 0.22844448685646057 (0.19051501001338017) | > loss_disc_real_2: 0.20562054216861725 (0.1882856054842927) | > loss_disc_real_3: 0.21465450525283813 (0.20543832155584377) | > loss_disc_real_4: 0.2218596637248993 (0.19466844741397232) | > loss_disc_real_5: 0.19805192947387695 (0.20724067950749214) | > loss_0: 2.2944045066833496 (2.200524813346281) | > grad_norm_0: tensor(12.2998, device='cuda:0') (tensor(20.7621, device='cuda:0')) | > loss_gen: 2.7594220638275146 (2.7698687997483127) | > loss_kl: 1.6162055730819702 (1.7239116976279338) | > loss_feat: 7.88301944732666 (8.340735437305826) | > loss_mel: 12.953139305114746 (13.070284486726951) | > loss_duration: 1.6615192890167236 (1.668644561567379) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.873306274414062 (27.57344502893113) | > grad_norm_1: tensor(369.6637, device='cuda:0') (tensor(372.7113, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8951 (0.8682640026543886) | > loader_time: 0.0122 (0.010820309624417141) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_347000.pth  --> TIME: 2025-05-11 14:47:43 -- STEP: 312/725 -- GLOBAL_STEP: 347050 | > loss_disc: 2.1389238834381104 (2.200307690180265) | > loss_disc_real_0: 0.08576371520757675 (0.1355903563925471) | > loss_disc_real_1: 0.15584097802639008 (0.19042792161687833) | > loss_disc_real_2: 0.16877253353595734 (0.18859719451612383) | > loss_disc_real_3: 0.2174694687128067 (0.20520056206255383) | > loss_disc_real_4: 0.19039665162563324 (0.19456875567825932) | > loss_disc_real_5: 0.22819747030735016 (0.20734722291429838) | > loss_0: 2.1389238834381104 (2.200307690180265) | > grad_norm_0: tensor(17.2561, device='cuda:0') (tensor(21.1757, device='cuda:0')) | > loss_gen: 2.8976902961730957 (2.7713828942714613) | > loss_kl: 1.5943219661712646 (1.723012482890716) | > loss_feat: 8.886588096618652 (8.322227630859766) | > loss_mel: 13.630579948425293 (13.056416318966793) | > loss_duration: 1.6659144163131714 (1.66795003032073) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.675094604492188 (27.540989417296185) | > grad_norm_1: tensor(531.5275, device='cuda:0') (tensor(376.6969, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8552 (0.8678619005741215) | > loader_time: 0.0113 (0.010760343227631019)  --> TIME: 2025-05-11 14:48:27 -- STEP: 362/725 -- GLOBAL_STEP: 347100 | > loss_disc: 2.166900157928467 (2.1992598926823446) | > loss_disc_real_0: 0.14266672730445862 (0.13569902902396996) | > loss_disc_real_1: 0.1829584538936615 (0.19018654796958637) | > loss_disc_real_2: 0.2146003544330597 (0.1883713186034181) | > loss_disc_real_3: 0.19580411911010742 (0.20499533044369836) | > loss_disc_real_4: 0.21438588201999664 (0.19476362095518007) | > loss_disc_real_5: 0.19600248336791992 (0.206987580665238) | > loss_0: 2.166900157928467 (2.1992598926823446) | > grad_norm_0: tensor(27.4308, device='cuda:0') (tensor(21.7469, device='cuda:0')) | > loss_gen: 2.79229736328125 (2.774601960050466) | > loss_kl: 1.7368842363357544 (1.724385743971029) | > loss_feat: 7.925806045532227 (8.334623139207537) | > loss_mel: 12.672693252563477 (13.065605224166786) | > loss_duration: 1.627044916152954 (1.6668116855357893) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.75472640991211 (27.566027815170706) | > grad_norm_1: tensor(347.6021, device='cuda:0') (tensor(383.5844, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8824 (0.8684560534703796) | > loader_time: 0.0099 (0.010693122668819546)  --> TIME: 2025-05-11 14:49:11 -- STEP: 412/725 -- GLOBAL_STEP: 347150 | > loss_disc: 2.092888593673706 (2.1988758349302913) | > loss_disc_real_0: 0.12414468079805374 (0.1358514589447419) | > loss_disc_real_1: 0.18952012062072754 (0.19020602812321447) | > loss_disc_real_2: 0.17954353988170624 (0.18813062303708591) | > loss_disc_real_3: 0.21356749534606934 (0.20488932367088722) | > loss_disc_real_4: 0.20628125965595245 (0.19447300601208095) | > loss_disc_real_5: 0.180952250957489 (0.2070081489685091) | > loss_0: 2.092888593673706 (2.1988758349302913) | > grad_norm_0: tensor(27.5819, device='cuda:0') (tensor(21.8296, device='cuda:0')) | > loss_gen: 3.1183063983917236 (2.7762211769529905) | > loss_kl: 1.67182457447052 (1.7270299679445988) | > loss_feat: 9.727836608886719 (8.33992491995247) | > loss_mel: 14.3169584274292 (13.057218528488308) | > loss_duration: 1.6835414171218872 (1.6672955855582525) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.518468856811523 (27.56769025672986) | > grad_norm_1: tensor(598.4901, device='cuda:0') (tensor(387.9127, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.879 (0.8690979399727384) | > loader_time: 0.0097 (0.010698214317988437)  --> TIME: 2025-05-11 14:49:55 -- STEP: 462/725 -- GLOBAL_STEP: 347200 | > loss_disc: 2.2432994842529297 (2.1973652940291886) | > loss_disc_real_0: 0.11314930021762848 (0.1357744057618436) | > loss_disc_real_1: 0.16999192535877228 (0.19008106028749835) | > loss_disc_real_2: 0.17113442718982697 (0.18802020963265262) | > loss_disc_real_3: 0.228700652718544 (0.20492605490859966) | > loss_disc_real_4: 0.19067519903182983 (0.19458656529069462) | > loss_disc_real_5: 0.2666265666484833 (0.20693361959158085) | > loss_0: 2.2432994842529297 (2.1973652940291886) | > grad_norm_0: tensor(26.6816, device='cuda:0') (tensor(22.0903, device='cuda:0')) | > loss_gen: 2.767744541168213 (2.7799075630320087) | > loss_kl: 1.565794825553894 (1.726549199391237) | > loss_feat: 8.552902221679688 (8.348070812431766) | > loss_mel: 12.827350616455078 (13.055282208826634) | > loss_duration: 1.6916221380233765 (1.6671242179808679) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.405414581298828 (27.576934071330278) | > grad_norm_1: tensor(591.2445, device='cuda:0') (tensor(394.6665, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8108 (0.8684214498057509) | > loader_time: 0.0098 (0.010648495707160994)  --> TIME: 2025-05-11 14:50:39 -- STEP: 512/725 -- GLOBAL_STEP: 347250 | > loss_disc: 2.161001443862915 (2.1982961858157086) | > loss_disc_real_0: 0.1050831526517868 (0.1357057494024047) | > loss_disc_real_1: 0.1820937544107437 (0.19021440210053703) | > loss_disc_real_2: 0.1705654263496399 (0.18818318215198812) | > loss_disc_real_3: 0.1800917685031891 (0.20500628306763244) | > loss_disc_real_4: 0.17302580177783966 (0.1947141938144341) | > loss_disc_real_5: 0.22534658014774323 (0.2069171956682112) | > loss_0: 2.161001443862915 (2.1982961858157086) | > grad_norm_0: tensor(16.6468, device='cuda:0') (tensor(21.8283, device='cuda:0')) | > loss_gen: 2.699683904647827 (2.7772263661026946) | > loss_kl: 1.8375413417816162 (1.7244463751558214) | > loss_feat: 8.35299301147461 (8.338533116504552) | > loss_mel: 13.432191848754883 (13.04392316751182) | > loss_duration: 1.6232801675796509 (1.6679438746068627) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.945690155029297 (27.552072957158085) | > grad_norm_1: tensor(413.8845, device='cuda:0') (tensor(393.5048, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8682 (0.8678137678653001) | > loader_time: 0.0099 (0.010644505731761466)  --> TIME: 2025-05-11 14:51:23 -- STEP: 562/725 -- GLOBAL_STEP: 347300 | > loss_disc: 2.076024293899536 (2.199588399977023) | > loss_disc_real_0: 0.11371375620365143 (0.13578663994409004) | > loss_disc_real_1: 0.1775563359260559 (0.19025623347623494) | > loss_disc_real_2: 0.18586547672748566 (0.18824857712004112) | > loss_disc_real_3: 0.20734469592571259 (0.20495673626979471) | > loss_disc_real_4: 0.1994297206401825 (0.19488288602688983) | > loss_disc_real_5: 0.1824466437101364 (0.20721754524525365) | > loss_0: 2.076024293899536 (2.199588399977023) | > grad_norm_0: tensor(8.8012, device='cuda:0') (tensor(21.3652, device='cuda:0')) | > loss_gen: 3.0351288318634033 (2.7717320456623584) | > loss_kl: 1.722741723060608 (1.724108393294107) | > loss_feat: 9.48646354675293 (8.31700836636418) | > loss_mel: 13.356714248657227 (13.02034773605998) | > loss_duration: 1.6267030239105225 (1.6677071547593088) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.227752685546875 (27.500903726896777) | > grad_norm_1: tensor(193.3868, device='cuda:0') (tensor(385.0338, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.9136 (0.8679038375297897) | > loader_time: 0.0103 (0.010626979145715254)  --> TIME: 2025-05-11 14:52:08 -- STEP: 612/725 -- GLOBAL_STEP: 347350 | > loss_disc: 2.212928533554077 (2.1982208135860435) | > loss_disc_real_0: 0.08112404495477676 (0.13547802452314514) | > loss_disc_real_1: 0.21169251203536987 (0.1900492732480071) | > loss_disc_real_2: 0.21397605538368225 (0.18798579915968425) | > loss_disc_real_3: 0.18108220398426056 (0.2048246958140844) | > loss_disc_real_4: 0.19876904785633087 (0.1948565894530879) | > loss_disc_real_5: 0.19887478649616241 (0.2072373491535388) | > loss_0: 2.212928533554077 (2.1982208135860435) | > grad_norm_0: tensor(16.5431, device='cuda:0') (tensor(21.4007, device='cuda:0')) | > loss_gen: 2.9399523735046387 (2.772191071042823) | > loss_kl: 1.6797380447387695 (1.7234336309183658) | > loss_feat: 8.00778865814209 (8.31331543984756) | > loss_mel: 13.461918830871582 (13.004820688098082) | > loss_duration: 1.6007870435714722 (1.6672954487255192) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.690183639526367 (27.481056309992958) | > grad_norm_1: tensor(255.5382, device='cuda:0') (tensor(386.6970, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8366 (0.8683836947079577) | > loader_time: 0.0092 (0.010644502109951453)  --> TIME: 2025-05-11 14:52:52 -- STEP: 662/725 -- GLOBAL_STEP: 347400 | > loss_disc: 2.3316538333892822 (2.196771049067333) | > loss_disc_real_0: 0.14516142010688782 (0.1356718043973978) | > loss_disc_real_1: 0.19654226303100586 (0.1900225961946648) | > loss_disc_real_2: 0.1896907091140747 (0.18777613094205944) | > loss_disc_real_3: 0.2219550758600235 (0.20475883329472874) | > loss_disc_real_4: 0.18547968566417694 (0.19475560885181592) | > loss_disc_real_5: 0.21762339770793915 (0.2069017185275287) | > loss_0: 2.3316538333892822 (2.196771049067333) | > grad_norm_0: tensor(9.7447, device='cuda:0') (tensor(21.4386, device='cuda:0')) | > loss_gen: 2.568936347961426 (2.775288339828069) | > loss_kl: 1.7555114030838013 (1.7247106944326187) | > loss_feat: 7.2127766609191895 (8.319192670983487) | > loss_mel: 12.165640830993652 (13.010989722168333) | > loss_duration: 1.6817448139190674 (1.6676065232098278) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.384611129760742 (27.49778799420036) | > grad_norm_1: tensor(306.3400, device='cuda:0') (tensor(386.8703, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.89 (0.8679170122319478) | > loader_time: 0.0101 (0.010606644016738396)  --> TIME: 2025-05-11 14:53:36 -- STEP: 712/725 -- GLOBAL_STEP: 347450 | > loss_disc: 2.1280624866485596 (2.1980032924185973) | > loss_disc_real_0: 0.11666791886091232 (0.13564831480969863) | > loss_disc_real_1: 0.17047280073165894 (0.19029512949120456) | > loss_disc_real_2: 0.2111337035894394 (0.188140286823337) | > loss_disc_real_3: 0.1944800764322281 (0.2045319787739368) | > loss_disc_real_4: 0.20656055212020874 (0.19485662408759077) | > loss_disc_real_5: 0.18934455513954163 (0.20723878977338908) | > loss_0: 2.1280624866485596 (2.1980032924185973) | > grad_norm_0: tensor(13.2999, device='cuda:0') (tensor(21.4233, device='cuda:0')) | > loss_gen: 2.7716073989868164 (2.77271804380952) | > loss_kl: 1.7240533828735352 (1.722010455272171) | > loss_feat: 8.938859939575195 (8.31093785200226) | > loss_mel: 14.86221694946289 (13.014040633533773) | > loss_duration: 1.6669358015060425 (1.6670883719840743) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.963672637939453 (27.486795398626423) | > grad_norm_1: tensor(316.3159, device='cuda:0') (tensor(382.6505, device='cuda:0')) | > current_lr_0: 0.00018988889236593322 | > current_lr_1: 0.00018988889236593322 | > step_time: 0.8537 (0.8679626279332665) | > loader_time: 0.0098 (0.010588253482004248)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.366835117340088 (2.366835117340088) | > loss_disc_real_0: 0.1872989684343338 (0.1872989684343338) | > loss_disc_real_1: 0.22942569851875305 (0.22942569851875305) | > loss_disc_real_2: 0.20605750381946564 (0.20605750381946564) | > loss_disc_real_3: 0.2246890813112259 (0.2246890813112259) | > loss_disc_real_4: 0.2193053811788559 (0.2193053811788559) | > loss_disc_real_5: 0.21401868760585785 (0.21401868760585785) | > loss_0: 2.366835117340088 (2.366835117340088) | > loss_gen: 2.688236951828003 (2.688236951828003) | > loss_kl: 2.350191593170166 (2.350191593170166) | > loss_feat: 8.39498519897461 (8.39498519897461) | > loss_mel: 13.893710136413574 (13.893710136413574) | > loss_duration: 1.7044557332992554 (1.7044557332992554) | > loss_1: 29.031578063964844 (29.031578063964844)  --> STEP: 1 | > loss_disc: 2.390972852706909 (2.390972852706909) | > loss_disc_real_0: 0.20114900171756744 (0.20114900171756744) | > loss_disc_real_1: 0.2311912626028061 (0.2311912626028061) | > loss_disc_real_2: 0.18852442502975464 (0.18852442502975464) | > loss_disc_real_3: 0.22889670729637146 (0.22889670729637146) | > loss_disc_real_4: 0.20486269891262054 (0.20486269891262054) | > loss_disc_real_5: 0.2441728264093399 (0.2441728264093399) | > loss_0: 2.390972852706909 (2.390972852706909) | > loss_gen: 2.598707675933838 (2.598707675933838) | > loss_kl: 2.236250638961792 (2.236250638961792) | > loss_feat: 7.604613304138184 (7.604613304138184) | > loss_mel: 12.525157928466797 (12.525157928466797) | > loss_duration: 1.8616788387298584 (1.8616788387298584) | > loss_1: 26.82640838623047 (26.82640838623047)  --> STEP: 2 | > loss_disc: 2.4679837226867676 (2.4294782876968384) | > loss_disc_real_0: 0.2245814949274063 (0.21286524832248688) | > loss_disc_real_1: 0.24347920715808868 (0.2373352348804474) | > loss_disc_real_2: 0.19689445197582245 (0.19270943850278854) | > loss_disc_real_3: 0.24333946406841278 (0.23611808568239212) | > loss_disc_real_4: 0.21152308583259583 (0.20819289237260818) | > loss_disc_real_5: 0.23013000190258026 (0.23715141415596008) | > loss_0: 2.4679837226867676 (2.4294782876968384) | > loss_gen: 2.576165199279785 (2.5874364376068115) | > loss_kl: 2.298865795135498 (2.267558217048645) | > loss_feat: 7.2878499031066895 (7.4462316036224365) | > loss_mel: 12.097320556640625 (12.311239242553711) | > loss_duration: 1.86818265914917 (1.8649307489395142) | > loss_1: 26.12838363647461 (26.47739601135254)  --> STEP: 3 | > loss_disc: 2.274226665496826 (2.377727746963501) | > loss_disc_real_0: 0.18823285400867462 (0.20465445021788278) | > loss_disc_real_1: 0.25993508100509644 (0.24486851692199707) | > loss_disc_real_2: 0.17546139657497406 (0.18696009119351706) | > loss_disc_real_3: 0.23512722551822662 (0.23578779896100363) | > loss_disc_real_4: 0.20446832478046417 (0.20695136984189352) | > loss_disc_real_5: 0.22527751326560974 (0.23319344719250998) | > loss_0: 2.274226665496826 (2.377727746963501) | > loss_gen: 2.8290913105010986 (2.6679880619049072) | > loss_kl: 2.0156426429748535 (2.183586359024048) | > loss_feat: 8.115386009216309 (7.6692830721537275) | > loss_mel: 14.671581268310547 (13.09801991780599) | > loss_duration: 1.8563103675842285 (1.8620572884877522) | > loss_1: 29.488012313842773 (27.480934778849285)  --> STEP: 4 | > loss_disc: 2.2842047214508057 (2.354346990585327) | > loss_disc_real_0: 0.19729827344417572 (0.20281540602445602) | > loss_disc_real_1: 0.24105288088321686 (0.24391460791230202) | > loss_disc_real_2: 0.13556504249572754 (0.17411132901906967) | > loss_disc_real_3: 0.23207920789718628 (0.23486065119504929) | > loss_disc_real_4: 0.20715570449829102 (0.2070024535059929) | > loss_disc_real_5: 0.23747846484184265 (0.23426470160484314) | > loss_0: 2.2842047214508057 (2.354346990585327) | > loss_gen: 2.809542655944824 (2.7033767104148865) | > loss_kl: 2.0349578857421875 (2.1464292407035828) | > loss_feat: 10.034624099731445 (8.260618329048157) | > loss_mel: 15.48237419128418 (13.694108486175537) | > loss_duration: 1.7696011066436768 (1.8389432430267334) | > loss_1: 32.131099700927734 (28.643476009368896) --> EVAL PERFORMANCE | > avg_loader_time: 0.3266364336013794 (-0.013757884502410889) | > avg_loss_disc: 2.354346990585327 (+0.054887354373931885) | > avg_loss_disc_real_0: 0.20281540602445602 (+0.05307820439338684) | > avg_loss_disc_real_1: 0.24391460791230202 (+0.055866606533527374) | > avg_loss_disc_real_2: 0.17411132901906967 (-0.07869821414351463) | > avg_loss_disc_real_3: 0.23486065119504929 (-0.004925142973661423) | > avg_loss_disc_real_4: 0.2070024535059929 (-0.02568889409303665) | > avg_loss_disc_real_5: 0.23426470160484314 (+0.024132125079631805) | > avg_loss_0: 2.354346990585327 (+0.054887354373931885) | > avg_loss_gen: 2.7033767104148865 (-0.017687499523162842) | > avg_loss_kl: 2.1464292407035828 (+0.10302972793579102) | > avg_loss_feat: 8.260618329048157 (+0.5403552055358887) | > avg_loss_mel: 13.694108486175537 (+0.6165275573730469) | > avg_loss_duration: 1.8389432430267334 (+0.0047373175621032715) | > avg_loss_1: 28.643476009368896 (+1.2469630241394043)  > EPOCH: 416/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 14:53:54)   --> TIME: 2025-05-11 14:54:29 -- STEP: 37/725 -- GLOBAL_STEP: 347500 | > loss_disc: 2.211946487426758 (2.1949970013386486) | > loss_disc_real_0: 0.11551786959171295 (0.13366550267548172) | > loss_disc_real_1: 0.1915639489889145 (0.1943006950455743) | > loss_disc_real_2: 0.1982903927564621 (0.18944316337237488) | > loss_disc_real_3: 0.22482481598854065 (0.20566923070598292) | > loss_disc_real_4: 0.20871959626674652 (0.1933006245542217) | > loss_disc_real_5: 0.22499996423721313 (0.2054381833688633) | > loss_0: 2.211946487426758 (2.1949970013386486) | > grad_norm_0: tensor(26.5681, device='cuda:0') (tensor(22.5459, device='cuda:0')) | > loss_gen: 2.951508045196533 (2.8028302772625073) | > loss_kl: 1.6850898265838623 (1.7552826082384265) | > loss_feat: 9.326434135437012 (8.451764158300454) | > loss_mel: 13.601696014404297 (13.315789867091823) | > loss_duration: 1.6598505973815918 (1.661592493186126) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.224578857421875 (27.98725922043259) | > grad_norm_1: tensor(546.4733, device='cuda:0') (tensor(402.6433, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8693 (0.8725218579575822) | > loader_time: 0.0114 (0.011501131830988703)  --> TIME: 2025-05-11 14:55:13 -- STEP: 87/725 -- GLOBAL_STEP: 347550 | > loss_disc: 2.1970765590667725 (2.197285939907204) | > loss_disc_real_0: 0.15913912653923035 (0.13574965555092383) | > loss_disc_real_1: 0.1807502955198288 (0.19273366427969663) | > loss_disc_real_2: 0.17702406644821167 (0.1890792081068302) | > loss_disc_real_3: 0.19944868981838226 (0.20595461010247806) | > loss_disc_real_4: 0.21993659436702728 (0.19362049421359753) | > loss_disc_real_5: 0.2368118017911911 (0.20585383783126704) | > loss_0: 2.1970765590667725 (2.197285939907204) | > grad_norm_0: tensor(29.5876, device='cuda:0') (tensor(23.5315, device='cuda:0')) | > loss_gen: 2.796168565750122 (2.8002188260527854) | > loss_kl: 1.719633936882019 (1.7383603378273975) | > loss_feat: 8.555733680725098 (8.418668779833563) | > loss_mel: 13.8446626663208 (13.25585458470487) | > loss_duration: 1.6561272144317627 (1.665339497314102) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.57232666015625 (27.87844195311097) | > grad_norm_1: tensor(561.3296, device='cuda:0') (tensor(407.6069, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8388 (0.8689684730836715) | > loader_time: 0.0106 (0.01100580719695694)  --> TIME: 2025-05-11 14:55:57 -- STEP: 137/725 -- GLOBAL_STEP: 347600 | > loss_disc: 2.096360445022583 (2.1970274361380704) | > loss_disc_real_0: 0.10508714616298676 (0.13461181157044255) | > loss_disc_real_1: 0.17438596487045288 (0.19219646336388416) | > loss_disc_real_2: 0.1519625335931778 (0.18819677851495953) | > loss_disc_real_3: 0.2002812922000885 (0.20577876400338468) | > loss_disc_real_4: 0.18619555234909058 (0.1941419138307989) | > loss_disc_real_5: 0.18062449991703033 (0.20643878461670703) | > loss_0: 2.096360445022583 (2.1970274361380704) | > grad_norm_0: tensor(14.9318, device='cuda:0') (tensor(23.1680, device='cuda:0')) | > loss_gen: 2.8384101390838623 (2.7903545303066273) | > loss_kl: 1.806124210357666 (1.7360206389949269) | > loss_feat: 9.137203216552734 (8.398502127097467) | > loss_mel: 13.276897430419922 (13.125297998859935) | > loss_duration: 1.6494035720825195 (1.666014728754976) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.708038330078125 (27.716189948311687) | > grad_norm_1: tensor(353.1231, device='cuda:0') (tensor(412.7781, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8402 (0.8686769548123771) | > loader_time: 0.0094 (0.010975562743026846)  --> TIME: 2025-05-11 14:56:41 -- STEP: 187/725 -- GLOBAL_STEP: 347650 | > loss_disc: 2.1951048374176025 (2.193128112803169) | > loss_disc_real_0: 0.11845563352108002 (0.13512898053236821) | > loss_disc_real_1: 0.1891101598739624 (0.1911570455301254) | > loss_disc_real_2: 0.1763664335012436 (0.18806250361516505) | > loss_disc_real_3: 0.18274961411952972 (0.20497299069389302) | > loss_disc_real_4: 0.17794953286647797 (0.1938386135560306) | > loss_disc_real_5: 0.18632203340530396 (0.20617890995454025) | > loss_0: 2.1951048374176025 (2.193128112803169) | > grad_norm_0: tensor(13.9221, device='cuda:0') (tensor(23.5741, device='cuda:0')) | > loss_gen: 2.6439709663391113 (2.7903319731115657) | > loss_kl: 1.7458748817443848 (1.7285179167507805) | > loss_feat: 8.317853927612305 (8.399161690696673) | > loss_mel: 12.91930866241455 (13.095465461200574) | > loss_duration: 1.6825515031814575 (1.6670181266764268) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.309558868408203 (27.680495144849154) | > grad_norm_1: tensor(347.7639, device='cuda:0') (tensor(414.4063, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8655 (0.8676344876620858) | > loader_time: 0.0129 (0.010850351762006629)  --> TIME: 2025-05-11 14:57:26 -- STEP: 237/725 -- GLOBAL_STEP: 347700 | > loss_disc: 2.0735936164855957 (2.193450260765947) | > loss_disc_real_0: 0.10051120817661285 (0.13536098891798454) | > loss_disc_real_1: 0.2352948635816574 (0.19122633105340386) | > loss_disc_real_2: 0.18328772485256195 (0.1881757982169525) | > loss_disc_real_3: 0.1896735429763794 (0.2046722611923258) | > loss_disc_real_4: 0.18033330142498016 (0.1940680654240057) | > loss_disc_real_5: 0.24215596914291382 (0.2058905126047537) | > loss_0: 2.0735936164855957 (2.193450260765947) | > grad_norm_0: tensor(30.4548, device='cuda:0') (tensor(22.3831, device='cuda:0')) | > loss_gen: 3.096390724182129 (2.7830802046296967) | > loss_kl: 1.8848401308059692 (1.7277943655408385) | > loss_feat: 9.508155822753906 (8.376874237623895) | > loss_mel: 15.197565078735352 (13.079843629764607) | > loss_duration: 1.6621952056884766 (1.6671419088347552) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.349145889282227 (27.634734254346114) | > grad_norm_1: tensor(519.4745, device='cuda:0') (tensor(395.2504, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8621 (0.8687509082037689) | > loader_time: 0.0111 (0.01080727778406586)  --> TIME: 2025-05-11 14:58:10 -- STEP: 287/725 -- GLOBAL_STEP: 347750 | > loss_disc: 2.1409106254577637 (2.194547601693185) | > loss_disc_real_0: 0.13787202537059784 (0.1357624497822768) | > loss_disc_real_1: 0.19267717003822327 (0.19105441037578447) | > loss_disc_real_2: 0.2134997695684433 (0.18819784437945494) | > loss_disc_real_3: 0.19744595885276794 (0.20489899897201552) | > loss_disc_real_4: 0.17217324674129486 (0.19405106919775447) | > loss_disc_real_5: 0.1679847240447998 (0.2060462659036657) | > loss_0: 2.1409106254577637 (2.194547601693185) | > grad_norm_0: tensor(18.2234, device='cuda:0') (tensor(22.1767, device='cuda:0')) | > loss_gen: 2.9309823513031006 (2.7820515640936665) | > loss_kl: 1.7168349027633667 (1.7276647730571462) | > loss_feat: 9.030481338500977 (8.36590437274361) | > loss_mel: 13.591959953308105 (13.08347808691683) | > loss_duration: 1.6626365184783936 (1.6665008666207985) | > amp_scaler: 512.0 (263.1358885017421) | > loss_1: 28.932893753051758 (27.625599585343732) | > grad_norm_1: tensor(244.4415, device='cuda:0') (tensor(388.1944, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8297 (0.8673121630107069) | > loader_time: 0.0129 (0.010774981269437676)  --> TIME: 2025-05-11 14:58:54 -- STEP: 337/725 -- GLOBAL_STEP: 347800 | > loss_disc: 2.240389347076416 (2.1962753834993287) | > loss_disc_real_0: 0.13060133159160614 (0.13631684286658063) | > loss_disc_real_1: 0.20406357944011688 (0.1907012073947697) | > loss_disc_real_2: 0.18158917129039764 (0.18873233788091281) | > loss_disc_real_3: 0.23147274553775787 (0.20480127884655394) | > loss_disc_real_4: 0.18577666580677032 (0.19400059774473805) | > loss_disc_real_5: 0.2534368634223938 (0.20638195038372412) | > loss_0: 2.240389347076416 (2.1962753834993287) | > grad_norm_0: tensor(27.0110, device='cuda:0') (tensor(22.3836, device='cuda:0')) | > loss_gen: 2.7582693099975586 (2.7826018835741255) | > loss_kl: 1.736374855041504 (1.727701341363018) | > loss_feat: 8.54552173614502 (8.361344706764553) | > loss_mel: 13.199541091918945 (13.07441647187185) | > loss_duration: 1.6615570783615112 (1.6661497856813654) | > amp_scaler: 256.0 (262.0771513353116) | > loss_1: 27.901264190673828 (27.612214130888347) | > grad_norm_1: tensor(473.1224, device='cuda:0') (tensor(388.0644, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8948 (0.8669562134615392) | > loader_time: 0.01 (0.01071046084961481)  --> TIME: 2025-05-11 14:59:38 -- STEP: 387/725 -- GLOBAL_STEP: 347850 | > loss_disc: 2.2475452423095703 (2.1984278977071305) | > loss_disc_real_0: 0.15816839039325714 (0.13624512242485382) | > loss_disc_real_1: 0.20667554438114166 (0.19063137775859784) | > loss_disc_real_2: 0.20724143087863922 (0.18885293803165745) | > loss_disc_real_3: 0.17949026823043823 (0.2049384027796506) | > loss_disc_real_4: 0.18377669155597687 (0.19452764906316464) | > loss_disc_real_5: 0.20229294896125793 (0.20681773491916122) | > loss_0: 2.2475452423095703 (2.1984278977071305) | > grad_norm_0: tensor(10.7249, device='cuda:0') (tensor(21.4022, device='cuda:0')) | > loss_gen: 2.605658769607544 (2.7760844150562933) | > loss_kl: 1.79436457157135 (1.7269887874908838) | > loss_feat: 7.534962177276611 (8.341218826382649) | > loss_mel: 12.48586368560791 (13.06623824560673) | > loss_duration: 1.73516845703125 (1.6664303624352745) | > amp_scaler: 256.0 (261.29198966408296) | > loss_1: 26.156017303466797 (27.57696061048088) | > grad_norm_1: tensor(184.7204, device='cuda:0') (tensor(370.0920, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8826 (0.8667820325501513) | > loader_time: 0.0124 (0.01067990542074199)  --> TIME: 2025-05-11 15:00:21 -- STEP: 437/725 -- GLOBAL_STEP: 347900 | > loss_disc: 2.1485090255737305 (2.198970132888865) | > loss_disc_real_0: 0.1050775945186615 (0.13626673055527136) | > loss_disc_real_1: 0.17631575465202332 (0.19049480806362712) | > loss_disc_real_2: 0.18993863463401794 (0.18863166411763202) | > loss_disc_real_3: 0.20252494513988495 (0.2049345940828869) | > loss_disc_real_4: 0.15716426074504852 (0.19455194122049307) | > loss_disc_real_5: 0.2084292620420456 (0.20724834593809993) | > loss_0: 2.1485090255737305 (2.198970132888865) | > grad_norm_0: tensor(21.2436, device='cuda:0') (tensor(20.6467, device='cuda:0')) | > loss_gen: 2.8042521476745605 (2.7703763058311064) | > loss_kl: 1.707541823387146 (1.7241578546759735) | > loss_feat: 8.773148536682129 (8.3180525079199) | > loss_mel: 13.563397407531738 (13.037898500123886) | > loss_duration: 1.6218671798706055 (1.6662250530801597) | > amp_scaler: 256.0 (260.6864988558355) | > loss_1: 28.47020721435547 (27.516710180985296) | > grad_norm_1: tensor(437.1053, device='cuda:0') (tensor(353.7556, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.899 (0.865875322158604) | > loader_time: 0.0112 (0.010628816464945711)  --> TIME: 2025-05-11 15:01:05 -- STEP: 487/725 -- GLOBAL_STEP: 347950 | > loss_disc: 2.277895212173462 (2.198461540425828) | > loss_disc_real_0: 0.17742972075939178 (0.1360662696726268) | > loss_disc_real_1: 0.20719808340072632 (0.1903621341413541) | > loss_disc_real_2: 0.20502516627311707 (0.1888236853253915) | > loss_disc_real_3: 0.19586509466171265 (0.20469959600383006) | > loss_disc_real_4: 0.19769543409347534 (0.19461564303545986) | > loss_disc_real_5: 0.19587023556232452 (0.20741536301509073) | > loss_0: 2.277895212173462 (2.198461540425828) | > grad_norm_0: tensor(15.2416, device='cuda:0') (tensor(20.7166, device='cuda:0')) | > loss_gen: 2.586815357208252 (2.7706009484904017) | > loss_kl: 1.8563907146453857 (1.7284807145473158) | > loss_feat: 6.930874824523926 (8.317890468808903) | > loss_mel: 10.463848114013672 (13.042324751554329) | > loss_duration: 1.6398037672042847 (1.6664549440329082) | > amp_scaler: 256.0 (260.20533880903525) | > loss_1: 23.477731704711914 (27.52575178361771) | > grad_norm_1: tensor(293.2283, device='cuda:0') (tensor(353.4292, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8268 (0.8659518063680347) | > loader_time: 0.0115 (0.010614537115704112)  --> TIME: 2025-05-11 15:01:49 -- STEP: 537/725 -- GLOBAL_STEP: 348000 | > loss_disc: 2.139571189880371 (2.1963804891433583) | > loss_disc_real_0: 0.15166479349136353 (0.13567648826642184) | > loss_disc_real_1: 0.16878847777843475 (0.1899495952844176) | > loss_disc_real_2: 0.17711018025875092 (0.18854833656516157) | > loss_disc_real_3: 0.20147041976451874 (0.2048268779363046) | > loss_disc_real_4: 0.1860830932855606 (0.19457499768924896) | > loss_disc_real_5: 0.21215975284576416 (0.2074654219148324) | > loss_0: 2.139571189880371 (2.1963804891433583) | > grad_norm_0: tensor(20.7588, device='cuda:0') (tensor(20.9257, device='cuda:0')) | > loss_gen: 2.847127676010132 (2.7753610628721215) | > loss_kl: 1.7716740369796753 (1.730468028084526) | > loss_feat: 8.93194580078125 (8.340907192763002) | > loss_mel: 14.070072174072266 (13.056866249780636) | > loss_duration: 1.6676223278045654 (1.6669938570960277) | > amp_scaler: 256.0 (259.813780260708) | > loss_1: 29.288442611694336 (27.57059634331218) | > grad_norm_1: tensor(179.0267, device='cuda:0') (tensor(358.0180, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8603 (0.8653592064393966) | > loader_time: 0.0102 (0.010609046040966527) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_348000.pth  --> TIME: 2025-05-11 15:02:36 -- STEP: 587/725 -- GLOBAL_STEP: 348050 | > loss_disc: 2.1831352710723877 (2.197979871824612) | > loss_disc_real_0: 0.13507655262947083 (0.13586846739053718) | > loss_disc_real_1: 0.19625702500343323 (0.19008758623514713) | > loss_disc_real_2: 0.188784658908844 (0.18866998718788114) | > loss_disc_real_3: 0.18782120943069458 (0.20504196719274403) | > loss_disc_real_4: 0.18398237228393555 (0.19450488219472384) | > loss_disc_real_5: 0.20985211431980133 (0.20742221907720457) | > loss_0: 2.1831352710723877 (2.197979871824612) | > grad_norm_0: tensor(8.4182, device='cuda:0') (tensor(21.1144, device='cuda:0')) | > loss_gen: 2.738421678543091 (2.773572776752191) | > loss_kl: 1.6811890602111816 (1.7295549116914484) | > loss_feat: 7.959388732910156 (8.326632418461914) | > loss_mel: 12.49457836151123 (13.027697061152024) | > loss_duration: 1.6568825244903564 (1.666675404754977) | > amp_scaler: 256.0 (259.4889267461671) | > loss_1: 26.530460357666016 (27.52413253849166) | > grad_norm_1: tensor(136.3026, device='cuda:0') (tensor(361.6773, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8643 (0.8651868931479509) | > loader_time: 0.013 (0.010578128304554617)  --> TIME: 2025-05-11 15:03:20 -- STEP: 637/725 -- GLOBAL_STEP: 348100 | > loss_disc: 2.1248316764831543 (2.1992513830283733) | > loss_disc_real_0: 0.15911678969860077 (0.13605389242269547) | > loss_disc_real_1: 0.19921626150608063 (0.19013944745438072) | > loss_disc_real_2: 0.16870906949043274 (0.18886677890407796) | > loss_disc_real_3: 0.19752372801303864 (0.20505603347880133) | > loss_disc_real_4: 0.17878419160842896 (0.19458302230906083) | > loss_disc_real_5: 0.17708858847618103 (0.2074202079226496) | > loss_0: 2.1248316764831543 (2.1992513830283733) | > grad_norm_0: tensor(37.2745, device='cuda:0') (tensor(20.9839, device='cuda:0')) | > loss_gen: 2.7939412593841553 (2.770050003539821) | > loss_kl: 1.7387776374816895 (1.7282917636155715) | > loss_feat: 8.148757934570312 (8.300986066905073) | > loss_mel: 12.855024337768555 (13.005940928376821) | > loss_duration: 1.6273589134216309 (1.6665193780063654) | > amp_scaler: 256.0 (259.2150706436425) | > loss_1: 27.163860321044922 (27.471788112933826) | > grad_norm_1: tensor(601.1569, device='cuda:0') (tensor(360.7446, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8553 (0.864961451226538) | > loader_time: 0.0101 (0.010546691002239428)  --> TIME: 2025-05-11 15:04:03 -- STEP: 687/725 -- GLOBAL_STEP: 348150 | > loss_disc: 2.2075681686401367 (2.1990342837754273) | > loss_disc_real_0: 0.14851614832878113 (0.1358611179513006) | > loss_disc_real_1: 0.20483161509037018 (0.19019896872178957) | > loss_disc_real_2: 0.1996665596961975 (0.18878972124758422) | > loss_disc_real_3: 0.21606548130512238 (0.2050056719103235) | > loss_disc_real_4: 0.19852995872497559 (0.19446406603466831) | > loss_disc_real_5: 0.1975143849849701 (0.2076298361522142) | > loss_0: 2.2075681686401367 (2.1990342837754273) | > grad_norm_0: tensor(29.1861, device='cuda:0') (tensor(20.9205, device='cuda:0')) | > loss_gen: 2.858269214630127 (2.7694568037119116) | > loss_kl: 1.6444836854934692 (1.7268156568035815) | > loss_feat: 8.685402870178223 (8.301632036461752) | > loss_mel: 13.81804370880127 (13.007112383668945) | > loss_duration: 1.6894893646240234 (1.666536572371682) | > amp_scaler: 256.0 (258.98107714701644) | > loss_1: 28.695688247680664 (27.471553424907395) | > grad_norm_1: tensor(512.8892, device='cuda:0') (tensor(363.1689, device='cuda:0')) | > current_lr_0: 0.00018986515625438747 | > current_lr_1: 0.00018986515625438747 | > step_time: 0.8723 (0.8643905953375356) | > loader_time: 0.0111 (0.010527101319603181)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2073140144348145 (2.2073140144348145) | > loss_disc_real_0: 0.09447863698005676 (0.09447863698005676) | > loss_disc_real_1: 0.2063276320695877 (0.2063276320695877) | > loss_disc_real_2: 0.29190436005592346 (0.29190436005592346) | > loss_disc_real_3: 0.23277610540390015 (0.23277610540390015) | > loss_disc_real_4: 0.19535964727401733 (0.19535964727401733) | > loss_disc_real_5: 0.18473567068576813 (0.18473567068576813) | > loss_0: 2.2073140144348145 (2.2073140144348145) | > loss_gen: 2.80058217048645 (2.80058217048645) | > loss_kl: 1.9898585081100464 (1.9898585081100464) | > loss_feat: 10.179631233215332 (10.179631233215332) | > loss_mel: 15.463775634765625 (15.463775634765625) | > loss_duration: 1.723905324935913 (1.723905324935913) | > loss_1: 32.157752990722656 (32.157752990722656)  --> STEP: 1 | > loss_disc: 2.286214828491211 (2.286214828491211) | > loss_disc_real_0: 0.09568101167678833 (0.09568101167678833) | > loss_disc_real_1: 0.22396978735923767 (0.22396978735923767) | > loss_disc_real_2: 0.27209293842315674 (0.27209293842315674) | > loss_disc_real_3: 0.24723488092422485 (0.24723488092422485) | > loss_disc_real_4: 0.1775755137205124 (0.1775755137205124) | > loss_disc_real_5: 0.15985886752605438 (0.15985886752605438) | > loss_0: 2.286214828491211 (2.286214828491211) | > loss_gen: 2.57088565826416 (2.57088565826416) | > loss_kl: 2.1060268878936768 (2.1060268878936768) | > loss_feat: 8.198505401611328 (8.198505401611328) | > loss_mel: 14.398580551147461 (14.398580551147461) | > loss_duration: 1.8491899967193604 (1.8491899967193604) | > loss_1: 29.123188018798828 (29.123188018798828)  --> STEP: 2 | > loss_disc: 2.3243095874786377 (2.3052622079849243) | > loss_disc_real_0: 0.1054018884897232 (0.10054145008325577) | > loss_disc_real_1: 0.22349584102630615 (0.2237328141927719) | > loss_disc_real_2: 0.24359652400016785 (0.2578447312116623) | > loss_disc_real_3: 0.24229353666305542 (0.24476420879364014) | > loss_disc_real_4: 0.19047798216342926 (0.18402674794197083) | > loss_disc_real_5: 0.17275793850421906 (0.16630840301513672) | > loss_0: 2.3243095874786377 (2.3052622079849243) | > loss_gen: 2.4696998596191406 (2.5202927589416504) | > loss_kl: 1.939848780632019 (2.022937834262848) | > loss_feat: 7.403531074523926 (7.801018238067627) | > loss_mel: 13.238940238952637 (13.818760395050049) | > loss_duration: 1.888767957687378 (1.8689789772033691) | > loss_1: 26.94078826904297 (28.0319881439209)  --> STEP: 3 | > loss_disc: 2.327927589416504 (2.312817335128784) | > loss_disc_real_0: 0.11345444619655609 (0.10484578212102254) | > loss_disc_real_1: 0.219950869679451 (0.22247216602166495) | > loss_disc_real_2: 0.27185675501823425 (0.26251540581385296) | > loss_disc_real_3: 0.24611373245716095 (0.24521405001481375) | > loss_disc_real_4: 0.21369168162345886 (0.1939150591691335) | > loss_disc_real_5: 0.19958750903606415 (0.17740143835544586) | > loss_0: 2.327927589416504 (2.312817335128784) | > loss_gen: 2.6236484050750732 (2.5547446409861245) | > loss_kl: 1.9267338514328003 (1.9908698399861653) | > loss_feat: 7.9645256996154785 (7.855520725250244) | > loss_mel: 13.435460090637207 (13.690993626912435) | > loss_duration: 1.8547914028167725 (1.8642497857411702) | > loss_1: 27.805158615112305 (27.9563783009847)  --> STEP: 4 | > loss_disc: 2.4798457622528076 (2.35457444190979) | > loss_disc_real_0: 0.1476631760597229 (0.11555013060569763) | > loss_disc_real_1: 0.21951279044151306 (0.22173232212662697) | > loss_disc_real_2: 0.26015183329582214 (0.26192451268434525) | > loss_disc_real_3: 0.2516346871852875 (0.24681920930743217) | > loss_disc_real_4: 0.22338618338108063 (0.20128284022212029) | > loss_disc_real_5: 0.21701595187187195 (0.18730506673455238) | > loss_0: 2.4798457622528076 (2.35457444190979) | > loss_gen: 2.384340286254883 (2.512143552303314) | > loss_kl: 1.7314577102661133 (1.9260168075561523) | > loss_feat: 6.308016777038574 (7.468644738197327) | > loss_mel: 11.01894474029541 (13.022981405258179) | > loss_duration: 1.7831261157989502 (1.8439688682556152) | > loss_1: 23.22588539123535 (26.773755073547363) --> EVAL PERFORMANCE | > avg_loader_time: 0.32689952850341797 (+0.0002630949020385742) | > avg_loss_disc: 2.35457444190979 (+0.00022745132446289062) | > avg_loss_disc_real_0: 0.11555013060569763 (-0.08726527541875839) | > avg_loss_disc_real_1: 0.22173232212662697 (-0.02218228578567505) | > avg_loss_disc_real_2: 0.26192451268434525 (+0.08781318366527557) | > avg_loss_disc_real_3: 0.24681920930743217 (+0.011958558112382889) | > avg_loss_disc_real_4: 0.20128284022212029 (-0.005719613283872604) | > avg_loss_disc_real_5: 0.18730506673455238 (-0.046959634870290756) | > avg_loss_0: 2.35457444190979 (+0.00022745132446289062) | > avg_loss_gen: 2.512143552303314 (-0.19123315811157227) | > avg_loss_kl: 1.9260168075561523 (-0.22041243314743042) | > avg_loss_feat: 7.468644738197327 (-0.7919735908508301) | > avg_loss_mel: 13.022981405258179 (-0.6711270809173584) | > avg_loss_duration: 1.8439688682556152 (+0.005025625228881836) | > avg_loss_1: 26.773755073547363 (-1.8697209358215332)  > EPOCH: 417/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 15:04:43)   --> TIME: 2025-05-11 15:04:56 -- STEP: 12/725 -- GLOBAL_STEP: 348200 | > loss_disc: 2.2449307441711426 (2.217719793319702) | > loss_disc_real_0: 0.09339097142219543 (0.142457556600372) | > loss_disc_real_1: 0.20606082677841187 (0.19021489222844443) | > loss_disc_real_2: 0.1948952078819275 (0.1913749041656653) | > loss_disc_real_3: 0.21329723298549652 (0.20828543975949287) | > loss_disc_real_4: 0.1681157499551773 (0.18451206758618355) | > loss_disc_real_5: 0.19376417994499207 (0.20212855065862337) | > loss_0: 2.2449307441711426 (2.217719793319702) | > grad_norm_0: tensor(12.9606, device='cuda:0') (tensor(25.1459, device='cuda:0')) | > loss_gen: 2.7659337520599365 (2.7948657075564065) | > loss_kl: 1.8607757091522217 (1.7467839519182842) | > loss_feat: 8.33165454864502 (8.197756369908651) | > loss_mel: 12.367551803588867 (12.673860549926758) | > loss_duration: 1.6891870498657227 (1.6687745650609334) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.01510238647461 (27.0820411046346) | > grad_norm_1: tensor(208.7254, device='cuda:0') (tensor(379.1845, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8459 (0.8437371850013733) | > loader_time: 0.0092 (0.011123975118001303)  --> TIME: 2025-05-11 15:05:41 -- STEP: 62/725 -- GLOBAL_STEP: 348250 | > loss_disc: 2.296140193939209 (2.1958752601377425) | > loss_disc_real_0: 0.12426505237817764 (0.13674777181398484) | > loss_disc_real_1: 0.19375352561473846 (0.1889806570064637) | > loss_disc_real_2: 0.1988581269979477 (0.1881468433045572) | > loss_disc_real_3: 0.1864393800497055 (0.20486895932305244) | > loss_disc_real_4: 0.20737864077091217 (0.19299701216720763) | > loss_disc_real_5: 0.18414530158042908 (0.20678570121526718) | > loss_0: 2.296140193939209 (2.1958752601377425) | > grad_norm_0: tensor(9.5189, device='cuda:0') (tensor(21.5448, device='cuda:0')) | > loss_gen: 2.5334842205047607 (2.8098252204156693) | > loss_kl: 1.8183276653289795 (1.7329275069698211) | > loss_feat: 7.660611629486084 (8.457997229791456) | > loss_mel: 12.328036308288574 (13.097639360735494) | > loss_duration: 1.716756820678711 (1.6629227476735269) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.05721664428711 (27.761312054049583) | > grad_norm_1: tensor(173.5539, device='cuda:0') (tensor(357.0090, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8592 (0.8723464281328263) | > loader_time: 0.01 (0.011134497580989715)  --> TIME: 2025-05-11 15:06:25 -- STEP: 112/725 -- GLOBAL_STEP: 348300 | > loss_disc: 2.3056800365448 (2.2023528324706207) | > loss_disc_real_0: 0.16566289961338043 (0.13656396731468184) | > loss_disc_real_1: 0.198085755109787 (0.19062947694744384) | > loss_disc_real_2: 0.202100932598114 (0.18878009502909013) | > loss_disc_real_3: 0.20527136325836182 (0.20443662615226849) | > loss_disc_real_4: 0.2045695036649704 (0.19316038968307628) | > loss_disc_real_5: 0.2405940294265747 (0.20770442871642963) | > loss_0: 2.3056800365448 (2.2023528324706207) | > grad_norm_0: tensor(14.3595, device='cuda:0') (tensor(19.2771, device='cuda:0')) | > loss_gen: 2.616384506225586 (2.7893906235694876) | > loss_kl: 1.6079223155975342 (1.7277920565434866) | > loss_feat: 6.623859882354736 (8.385932411466321) | > loss_mel: 11.006636619567871 (13.1015185884067) | > loss_duration: 1.653320074081421 (1.6665689498186111) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.50812339782715 (27.67120267663683) | > grad_norm_1: tensor(359.3566, device='cuda:0') (tensor(318.2953, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8526 (0.8703247628041676) | > loader_time: 0.01 (0.010987356305122372)  --> TIME: 2025-05-11 15:07:09 -- STEP: 162/725 -- GLOBAL_STEP: 348350 | > loss_disc: 2.1452643871307373 (2.2008253505200503) | > loss_disc_real_0: 0.10958445817232132 (0.13627005308682538) | > loss_disc_real_1: 0.19419549405574799 (0.190754275906969) | > loss_disc_real_2: 0.20003683865070343 (0.1887342838777436) | > loss_disc_real_3: 0.21216823160648346 (0.20416722584653793) | > loss_disc_real_4: 0.1652735322713852 (0.19319170391486018) | > loss_disc_real_5: 0.2277774214744568 (0.2081872174217377) | > loss_0: 2.1452643871307373 (2.2008253505200503) | > grad_norm_0: tensor(21.7984, device='cuda:0') (tensor(20.4372, device='cuda:0')) | > loss_gen: 2.784301280975342 (2.790484472557349) | > loss_kl: 1.84397554397583 (1.7248464874279352) | > loss_feat: 8.628232955932617 (8.387318375669881) | > loss_mel: 12.616744041442871 (13.087700767281612) | > loss_duration: 1.6256452798843384 (1.6668279936284194) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.498897552490234 (27.657178113489977) | > grad_norm_1: tensor(453.6490, device='cuda:0') (tensor(336.4725, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8513 (0.8693092811254808) | > loader_time: 0.0113 (0.010985440678066677)  --> TIME: 2025-05-11 15:07:53 -- STEP: 212/725 -- GLOBAL_STEP: 348400 | > loss_disc: 2.310356855392456 (2.201187674167021) | > loss_disc_real_0: 0.15190356969833374 (0.13573834191094034) | > loss_disc_real_1: 0.22634132206439972 (0.19077414646744728) | > loss_disc_real_2: 0.25074005126953125 (0.189353309852897) | > loss_disc_real_3: 0.2250765711069107 (0.2044504786718567) | > loss_disc_real_4: 0.22001726925373077 (0.1938343776284524) | > loss_disc_real_5: 0.20032475888729095 (0.20710174296543282) | > loss_0: 2.310356855392456 (2.201187674167021) | > grad_norm_0: tensor(17.7469, device='cuda:0') (tensor(20.7635, device='cuda:0')) | > loss_gen: 2.6075968742370605 (2.7909742436319016) | > loss_kl: 1.6730191707611084 (1.7234722550185222) | > loss_feat: 7.3965020179748535 (8.373046645578349) | > loss_mel: 11.669309616088867 (13.059620974198825) | > loss_duration: 1.6672661304473877 (1.6668346968461882) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.013694763183594 (27.613948786033774) | > grad_norm_1: tensor(441.5838, device='cuda:0') (tensor(350.1283, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8457 (0.8700904688745175) | > loader_time: 0.0098 (0.010839518511070395)  --> TIME: 2025-05-11 15:08:37 -- STEP: 262/725 -- GLOBAL_STEP: 348450 | > loss_disc: 2.2004237174987793 (2.2026619005749244) | > loss_disc_real_0: 0.18711155652999878 (0.1358206153541576) | > loss_disc_real_1: 0.19843217730522156 (0.1905602164395893) | > loss_disc_real_2: 0.14687471091747284 (0.18901063672458854) | > loss_disc_real_3: 0.191705122590065 (0.20457687046919165) | > loss_disc_real_4: 0.17609171569347382 (0.1944663888625517) | > loss_disc_real_5: 0.22759300470352173 (0.20758650440523643) | > loss_0: 2.2004237174987793 (2.2026619005749244) | > grad_norm_0: tensor(43.7250, device='cuda:0') (tensor(20.9528, device='cuda:0')) | > loss_gen: 2.8608205318450928 (2.7831223557013582) | > loss_kl: 1.6832275390625 (1.7252539528235225) | > loss_feat: 8.791386604309082 (8.354272573048826) | > loss_mel: 13.355109214782715 (13.028716251140331) | > loss_duration: 1.6603732109069824 (1.6681262327514532) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.35091781616211 (27.55949134681061) | > grad_norm_1: tensor(510.3429, device='cuda:0') (tensor(358.1835, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.9378 (0.8684212961269699) | > loader_time: 0.0102 (0.010854841188620065)  --> TIME: 2025-05-11 15:09:21 -- STEP: 312/725 -- GLOBAL_STEP: 348500 | > loss_disc: 2.180584669113159 (2.2025009802518745) | > loss_disc_real_0: 0.09285640716552734 (0.13624098842056137) | > loss_disc_real_1: 0.19205768406391144 (0.1903861064272813) | > loss_disc_real_2: 0.18218113481998444 (0.18891200623833218) | > loss_disc_real_3: 0.232193723320961 (0.20455045444078948) | > loss_disc_real_4: 0.19475650787353516 (0.19461095481155785) | > loss_disc_real_5: 0.2083035558462143 (0.20739757360365146) | > loss_0: 2.180584669113159 (2.2025009802518745) | > grad_norm_0: tensor(28.7272, device='cuda:0') (tensor(21.5401, device='cuda:0')) | > loss_gen: 2.7684860229492188 (2.7819122901329614) | > loss_kl: 1.7531558275222778 (1.715541774263748) | > loss_feat: 8.580174446105957 (8.343713981982981) | > loss_mel: 13.99853515625 (13.013351104198353) | > loss_duration: 1.6551543474197388 (1.6677760153244703) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.75550651550293 (27.52229519990774) | > grad_norm_1: tensor(531.7040, device='cuda:0') (tensor(369.7935, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8497 (0.8664419773297433) | > loader_time: 0.01 (0.010862051676481195)  --> TIME: 2025-05-11 15:10:04 -- STEP: 362/725 -- GLOBAL_STEP: 348550 | > loss_disc: 2.191286563873291 (2.202459234888383) | > loss_disc_real_0: 0.16442888975143433 (0.136093296748663) | > loss_disc_real_1: 0.1887628734111786 (0.19034147373714488) | > loss_disc_real_2: 0.1969405561685562 (0.18880113070182378) | > loss_disc_real_3: 0.21911707520484924 (0.2044424073801516) | > loss_disc_real_4: 0.2330159693956375 (0.19472474715986313) | > loss_disc_real_5: 0.19779348373413086 (0.20817603784206823) | > loss_0: 2.191286563873291 (2.202459234888383) | > grad_norm_0: tensor(32.2462, device='cuda:0') (tensor(21.4018, device='cuda:0')) | > loss_gen: 2.8171896934509277 (2.776526683601883) | > loss_kl: 1.7226592302322388 (1.7137520431813609) | > loss_feat: 8.065731048583984 (8.303145128060436) | > loss_mel: 13.255674362182617 (12.969799979615601) | > loss_duration: 1.619981288909912 (1.6669260826558698) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.48123550415039 (27.430149931933997) | > grad_norm_1: tensor(534.7319, device='cuda:0') (tensor(371.4289, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.842 (0.8653380818129903) | > loader_time: 0.0112 (0.01083547041561063)  --> TIME: 2025-05-11 15:10:48 -- STEP: 412/725 -- GLOBAL_STEP: 348600 | > loss_disc: 2.27606201171875 (2.2019208979259433) | > loss_disc_real_0: 0.125990092754364 (0.13587162658138166) | > loss_disc_real_1: 0.20340128242969513 (0.19042277553127798) | > loss_disc_real_2: 0.22716689109802246 (0.18866613836398402) | > loss_disc_real_3: 0.2355387806892395 (0.20450860909321944) | > loss_disc_real_4: 0.21713463962078094 (0.1945016327702884) | > loss_disc_real_5: 0.23066572844982147 (0.20802318185423185) | > loss_0: 2.27606201171875 (2.2019208979259433) | > grad_norm_0: tensor(24.0195, device='cuda:0') (tensor(21.6722, device='cuda:0')) | > loss_gen: 2.807379961013794 (2.7766654242589626) | > loss_kl: 1.6293909549713135 (1.7148285241960317) | > loss_feat: 7.836952209472656 (8.308612028371938) | > loss_mel: 12.372246742248535 (12.989021632277845) | > loss_duration: 1.6640244722366333 (1.6673772844296058) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.309993743896484 (27.45650488659016) | > grad_norm_1: tensor(427.1149, device='cuda:0') (tensor(375.3708, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8625 (0.8647140542280327) | > loader_time: 0.0102 (0.010828153022284646)  --> TIME: 2025-05-11 15:11:32 -- STEP: 462/725 -- GLOBAL_STEP: 348650 | > loss_disc: 2.167053699493408 (2.2008037678091052) | > loss_disc_real_0: 0.11849933862686157 (0.136061393030923) | > loss_disc_real_1: 0.18300315737724304 (0.1901756362159014) | > loss_disc_real_2: 0.17714932560920715 (0.18846522532887272) | > loss_disc_real_3: 0.2098553478717804 (0.20434714444142923) | > loss_disc_real_4: 0.21081359684467316 (0.1945422715245388) | > loss_disc_real_5: 0.20655080676078796 (0.20746165978444087) | > loss_0: 2.167053699493408 (2.2008037678091052) | > grad_norm_0: tensor(29.7096, device='cuda:0') (tensor(22.0799, device='cuda:0')) | > loss_gen: 3.050342082977295 (2.778536798117996) | > loss_kl: 1.6771893501281738 (1.7156176223899373) | > loss_feat: 9.021427154541016 (8.315669033950536) | > loss_mel: 12.955720901489258 (12.989512971985388) | > loss_duration: 1.6813545227050781 (1.6671257638312005) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.38603401184082 (27.466462188984924) | > grad_norm_1: tensor(451.1719, device='cuda:0') (tensor(381.1433, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8066 (0.8633215535770763) | > loader_time: 0.0101 (0.010788660544853706)  --> TIME: 2025-05-11 15:12:15 -- STEP: 512/725 -- GLOBAL_STEP: 348700 | > loss_disc: 2.1635985374450684 (2.2014642197173098) | > loss_disc_real_0: 0.09679519385099411 (0.13579496677266417) | > loss_disc_real_1: 0.16380779445171356 (0.19016159637249067) | > loss_disc_real_2: 0.2028946429491043 (0.18869546672794968) | > loss_disc_real_3: 0.2350664734840393 (0.20463841219316245) | > loss_disc_real_4: 0.16876597702503204 (0.1948642813658808) | > loss_disc_real_5: 0.17889316380023956 (0.20758773339912295) | > loss_0: 2.1635985374450684 (2.2014642197173098) | > grad_norm_0: tensor(15.4784, device='cuda:0') (tensor(22.0864, device='cuda:0')) | > loss_gen: 2.930565595626831 (2.779142536222934) | > loss_kl: 1.6965019702911377 (1.7155278183054175) | > loss_feat: 8.776493072509766 (8.322849392890923) | > loss_mel: 13.358500480651855 (13.0159728359431) | > loss_duration: 1.613517165184021 (1.6676032298710197) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.375577926635742 (27.501095812767744) | > grad_norm_1: tensor(377.7815, device='cuda:0') (tensor(382.9092, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8563 (0.8625671532936394) | > loader_time: 0.0102 (0.010791610926389694)  --> TIME: 2025-05-11 15:12:59 -- STEP: 562/725 -- GLOBAL_STEP: 348750 | > loss_disc: 2.124037265777588 (2.1992879246901786) | > loss_disc_real_0: 0.10996056348085403 (0.13562435821175972) | > loss_disc_real_1: 0.168119415640831 (0.19013234689248412) | > loss_disc_real_2: 0.17503899335861206 (0.18878912777238893) | > loss_disc_real_3: 0.22089475393295288 (0.20456862290558875) | > loss_disc_real_4: 0.18750758469104767 (0.1944681971310721) | > loss_disc_real_5: 0.17954611778259277 (0.20729308498499652) | > loss_0: 2.124037265777588 (2.1992879246901786) | > grad_norm_0: tensor(28.9151, device='cuda:0') (tensor(22.4052, device='cuda:0')) | > loss_gen: 2.6976003646850586 (2.7816742955577753) | > loss_kl: 1.831176519393921 (1.7206156294116768) | > loss_feat: 8.859405517578125 (8.335604392761008) | > loss_mel: 12.910120964050293 (13.039061525962532) | > loss_duration: 1.6348103284835815 (1.6674180940801138) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.933115005493164 (27.544373936500406) | > grad_norm_1: tensor(492.8909, device='cuda:0') (tensor(387.1355, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8976 (0.8618711233139036) | > loader_time: 0.0123 (0.010815111343546695)  --> TIME: 2025-05-11 15:13:42 -- STEP: 612/725 -- GLOBAL_STEP: 348800 | > loss_disc: 2.0260143280029297 (2.1973036373752404) | > loss_disc_real_0: 0.09258632361888885 (0.13513740430908627) | > loss_disc_real_1: 0.16506825387477875 (0.1901391581236537) | > loss_disc_real_2: 0.17732660472393036 (0.18857836976549971) | > loss_disc_real_3: 0.16854174435138702 (0.2044570241488663) | > loss_disc_real_4: 0.20338231325149536 (0.1943789041461119) | > loss_disc_real_5: 0.14920660853385925 (0.2072931770113558) | > loss_0: 2.0260143280029297 (2.1973036373752404) | > grad_norm_0: tensor(22.8302, device='cuda:0') (tensor(22.5003, device='cuda:0')) | > loss_gen: 2.7874724864959717 (2.7839019477756968) | > loss_kl: 1.7580329179763794 (1.7218159612487345) | > loss_feat: 8.756165504455566 (8.349220765961531) | > loss_mel: 13.665641784667969 (13.054255460602011) | > loss_duration: 1.599090337753296 (1.6670414129503415) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.566402435302734 (27.576235540552066) | > grad_norm_1: tensor(548.6268, device='cuda:0') (tensor(390.7694, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8211 (0.8614348134184193) | > loader_time: 0.009 (0.010759073534822156)  --> TIME: 2025-05-11 15:14:25 -- STEP: 662/725 -- GLOBAL_STEP: 348850 | > loss_disc: 2.2376909255981445 (2.1970833617394785) | > loss_disc_real_0: 0.14599929749965668 (0.13482018035704244) | > loss_disc_real_1: 0.17533226311206818 (0.19021787050987654) | > loss_disc_real_2: 0.19074739515781403 (0.18857483698612257) | > loss_disc_real_3: 0.24010992050170898 (0.2044338092793151) | > loss_disc_real_4: 0.18992844223976135 (0.19446738050783505) | > loss_disc_real_5: 0.21472255885601044 (0.20727313798359864) | > loss_0: 2.2376909255981445 (2.1970833617394785) | > grad_norm_0: tensor(19.6316, device='cuda:0') (tensor(22.3307, device='cuda:0')) | > loss_gen: 2.816282033920288 (2.7827162447292624) | > loss_kl: 1.6963531970977783 (1.7233068154297566) | > loss_feat: 7.948111057281494 (8.342924774953596) | > loss_mel: 12.47395133972168 (13.048729939763286) | > loss_duration: 1.684964656829834 (1.6671532619395646) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.61966323852539 (27.564831024930545) | > grad_norm_1: tensor(290.3332, device='cuda:0') (tensor(391.9635, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.883 (0.8605847344297655) | > loader_time: 0.0099 (0.010726201210137225)  --> TIME: 2025-05-11 15:15:09 -- STEP: 712/725 -- GLOBAL_STEP: 348900 | > loss_disc: 2.427353858947754 (2.198493214972904) | > loss_disc_real_0: 0.1665397733449936 (0.13479765778763225) | > loss_disc_real_1: 0.20898282527923584 (0.19040923502840346) | > loss_disc_real_2: 0.21385836601257324 (0.188803314262729) | > loss_disc_real_3: 0.21129237115383148 (0.2044917014375162) | > loss_disc_real_4: 0.20030753314495087 (0.1946488289225302) | > loss_disc_real_5: 0.25060272216796875 (0.2073439814024761) | > loss_0: 2.427353858947754 (2.198493214972904) | > grad_norm_0: tensor(14.5887, device='cuda:0') (tensor(22.3002, device='cuda:0')) | > loss_gen: 2.422468423843384 (2.7804495715693127) | > loss_kl: 1.7708220481872559 (1.7249098929126612) | > loss_feat: 5.9924750328063965 (8.332740967193333) | > loss_mel: 10.711431503295898 (13.047530174255376) | > loss_duration: 1.6825472116470337 (1.6666664260157038) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.579742431640625 (27.55229701085036) | > grad_norm_1: tensor(315.0044, device='cuda:0') (tensor(390.7565, device='cuda:0')) | > current_lr_0: 0.00018984142310985566 | > current_lr_1: 0.00018984142310985566 | > step_time: 0.8262 (0.8605622012963454) | > loader_time: 0.0098 (0.010712871725639606)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2373456954956055 (2.2373456954956055) | > loss_disc_real_0: 0.13224850594997406 (0.13224850594997406) | > loss_disc_real_1: 0.22204925119876862 (0.22204925119876862) | > loss_disc_real_2: 0.1825561821460724 (0.1825561821460724) | > loss_disc_real_3: 0.22573743760585785 (0.22573743760585785) | > loss_disc_real_4: 0.2770612835884094 (0.2770612835884094) | > loss_disc_real_5: 0.2257850021123886 (0.2257850021123886) | > loss_0: 2.2373456954956055 (2.2373456954956055) | > loss_gen: 3.0016307830810547 (3.0016307830810547) | > loss_kl: 2.0755772590637207 (2.0755772590637207) | > loss_feat: 8.78909969329834 (8.78909969329834) | > loss_mel: 13.960286140441895 (13.960286140441895) | > loss_duration: 1.7278772592544556 (1.7278772592544556) | > loss_1: 29.55447006225586 (29.55447006225586)  --> STEP: 1 | > loss_disc: 2.2763614654541016 (2.2763614654541016) | > loss_disc_real_0: 0.15718047320842743 (0.15718047320842743) | > loss_disc_real_1: 0.23280777037143707 (0.23280777037143707) | > loss_disc_real_2: 0.17586082220077515 (0.17586082220077515) | > loss_disc_real_3: 0.23726706206798553 (0.23726706206798553) | > loss_disc_real_4: 0.28269439935684204 (0.28269439935684204) | > loss_disc_real_5: 0.2171207219362259 (0.2171207219362259) | > loss_0: 2.2763614654541016 (2.2763614654541016) | > loss_gen: 2.9150869846343994 (2.9150869846343994) | > loss_kl: 2.1001217365264893 (2.1001217365264893) | > loss_feat: 7.856287002563477 (7.856287002563477) | > loss_mel: 13.262104988098145 (13.262104988098145) | > loss_duration: 1.847534418106079 (1.847534418106079) | > loss_1: 27.98113441467285 (27.98113441467285)  --> STEP: 2 | > loss_disc: 2.1719107627868652 (2.2241361141204834) | > loss_disc_real_0: 0.134296715259552 (0.14573859423398972) | > loss_disc_real_1: 0.22304630279541016 (0.22792703658342361) | > loss_disc_real_2: 0.1741829514503479 (0.17502188682556152) | > loss_disc_real_3: 0.2001981884241104 (0.21873262524604797) | > loss_disc_real_4: 0.30598774552345276 (0.2943410724401474) | > loss_disc_real_5: 0.22223670780658722 (0.21967871487140656) | > loss_0: 2.1719107627868652 (2.2241361141204834) | > loss_gen: 3.2184391021728516 (3.0667630434036255) | > loss_kl: 2.0051169395446777 (2.0526193380355835) | > loss_feat: 9.090375900268555 (8.473331451416016) | > loss_mel: 15.047455787658691 (14.154780387878418) | > loss_duration: 1.8559932708740234 (1.8517638444900513) | > loss_1: 31.21738052368164 (29.599257469177246)  --> STEP: 3 | > loss_disc: 2.4002861976623535 (2.28285280863444) | > loss_disc_real_0: 0.17748171091079712 (0.15631963312625885) | > loss_disc_real_1: 0.24564538896083832 (0.23383315404256186) | > loss_disc_real_2: 0.1948307454586029 (0.18162483970324197) | > loss_disc_real_3: 0.23896396160125732 (0.22547640403111777) | > loss_disc_real_4: 0.2932690680027008 (0.2939837376276652) | > loss_disc_real_5: 0.22664976119995117 (0.22200239698092142) | > loss_0: 2.4002861976623535 (2.28285280863444) | > loss_gen: 2.816246747970581 (2.983257611592611) | > loss_kl: 2.0038809776306152 (2.0363732179005942) | > loss_feat: 7.144375801086426 (8.030346234639486) | > loss_mel: 11.868528366088867 (13.392696380615234) | > loss_duration: 1.8396732807159424 (1.8477336565653484) | > loss_1: 25.672704696655273 (28.290406545003254)  --> STEP: 4 | > loss_disc: 2.3758351802825928 (2.3060984015464783) | > loss_disc_real_0: 0.14431913197040558 (0.15331950783729553) | > loss_disc_real_1: 0.23605050146579742 (0.23438749089837074) | > loss_disc_real_2: 0.1788163185119629 (0.1809227094054222) | > loss_disc_real_3: 0.21297550201416016 (0.22235117852687836) | > loss_disc_real_4: 0.2561361789703369 (0.28452184796333313) | > loss_disc_real_5: 0.22415131330490112 (0.22253962606191635) | > loss_0: 2.3758351802825928 (2.3060984015464783) | > loss_gen: 2.5677809715270996 (2.879388451576233) | > loss_kl: 1.9216268062591553 (2.0076866149902344) | > loss_feat: 7.211729526519775 (7.825692057609558) | > loss_mel: 11.272412300109863 (12.862625360488892) | > loss_duration: 1.7610732316970825 (1.8260685503482819) | > loss_1: 24.7346248626709 (27.401461124420166) --> EVAL PERFORMANCE | > avg_loader_time: 0.3297605514526367 (+0.00286102294921875) | > avg_loss_disc: 2.3060984015464783 (-0.04847604036331177) | > avg_loss_disc_real_0: 0.15331950783729553 (+0.0377693772315979) | > avg_loss_disc_real_1: 0.23438749089837074 (+0.012655168771743774) | > avg_loss_disc_real_2: 0.1809227094054222 (-0.08100180327892303) | > avg_loss_disc_real_3: 0.22235117852687836 (-0.024468030780553818) | > avg_loss_disc_real_4: 0.28452184796333313 (+0.08323900774121284) | > avg_loss_disc_real_5: 0.22253962606191635 (+0.03523455932736397) | > avg_loss_0: 2.3060984015464783 (-0.04847604036331177) | > avg_loss_gen: 2.879388451576233 (+0.3672448992729187) | > avg_loss_kl: 2.0076866149902344 (+0.08166980743408203) | > avg_loss_feat: 7.825692057609558 (+0.35704731941223145) | > avg_loss_mel: 12.862625360488892 (-0.1603560447692871) | > avg_loss_duration: 1.8260685503482819 (-0.017900317907333374) | > avg_loss_1: 27.401461124420166 (+0.6277060508728027)  > EPOCH: 418/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 15:15:27)   --> TIME: 2025-05-11 15:16:02 -- STEP: 37/725 -- GLOBAL_STEP: 348950 | > loss_disc: 2.166163921356201 (2.1983660427299707) | > loss_disc_real_0: 0.11386929452419281 (0.13416223348797973) | > loss_disc_real_1: 0.1873992532491684 (0.18909264456581426) | > loss_disc_real_2: 0.1654498130083084 (0.18935101459155212) | > loss_disc_real_3: 0.1902559995651245 (0.20678612670382937) | > loss_disc_real_4: 0.19429174065589905 (0.19728109482172373) | > loss_disc_real_5: 0.18261094391345978 (0.20715615435226545) | > loss_0: 2.166163921356201 (2.1983660427299707) | > grad_norm_0: tensor(11.3609, device='cuda:0') (tensor(21.2302, device='cuda:0')) | > loss_gen: 2.634634017944336 (2.777387129293906) | > loss_kl: 1.7748513221740723 (1.7371976568892196) | > loss_feat: 7.944331169128418 (8.347249507904055) | > loss_mel: 12.150739669799805 (13.121530532836914) | > loss_duration: 1.665629267692566 (1.6610133422387612) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.170185089111328 (27.64437824970967) | > grad_norm_1: tensor(335.1935, device='cuda:0') (tensor(389.1740, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.863 (0.8602967197830612) | > loader_time: 0.0102 (0.011023218567306934)  --> TIME: 2025-05-11 15:16:46 -- STEP: 87/725 -- GLOBAL_STEP: 349000 | > loss_disc: 2.2060675621032715 (2.1935616580919297) | > loss_disc_real_0: 0.13178521394729614 (0.13409234300769604) | > loss_disc_real_1: 0.20198121666908264 (0.18917250530473118) | > loss_disc_real_2: 0.20077727735042572 (0.18825451755660705) | > loss_disc_real_3: 0.19267988204956055 (0.205934495590199) | > loss_disc_real_4: 0.20174100995063782 (0.19634039134814826) | > loss_disc_real_5: 0.20506185293197632 (0.20657942641055446) | > loss_0: 2.2060675621032715 (2.1935616580919297) | > grad_norm_0: tensor(10.6747, device='cuda:0') (tensor(21.5639, device='cuda:0')) | > loss_gen: 2.7227673530578613 (2.7663451857950494) | > loss_kl: 1.7948724031448364 (1.7521637321888714) | > loss_feat: 7.719381332397461 (8.258965662156033) | > loss_mel: 12.294371604919434 (12.946425777742233) | > loss_duration: 1.6550304889678955 (1.6653009474962608) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.18642234802246 (27.389201284825116) | > grad_norm_1: tensor(400.8398, device='cuda:0') (tensor(398.7326, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8469 (0.8638260474150208) | > loader_time: 0.0096 (0.010676145553588865) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_349000.pth  --> TIME: 2025-05-11 15:17:32 -- STEP: 137/725 -- GLOBAL_STEP: 349050 | > loss_disc: 2.173967123031616 (2.18527096988511) | > loss_disc_real_0: 0.1356956660747528 (0.13368688311672555) | > loss_disc_real_1: 0.18450437486171722 (0.1885306155377061) | > loss_disc_real_2: 0.18369877338409424 (0.18705938136490594) | > loss_disc_real_3: 0.19656972587108612 (0.20509785402865305) | > loss_disc_real_4: 0.2120300978422165 (0.19520159479040303) | > loss_disc_real_5: 0.21414528787136078 (0.20622260270327547) | > loss_0: 2.173967123031616 (2.18527096988511) | > grad_norm_0: tensor(30.7296, device='cuda:0') (tensor(22.4703, device='cuda:0')) | > loss_gen: 2.94303297996521 (2.786781074356859) | > loss_kl: 1.9101852178573608 (1.7406929130971867) | > loss_feat: 9.540369987487793 (8.328667779908569) | > loss_mel: 13.37053394317627 (12.98120289127322) | > loss_duration: 1.6573537588119507 (1.6662275791168213) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.421476364135742 (27.503572088088426) | > grad_norm_1: tensor(375.6440, device='cuda:0') (tensor(408.5090, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8266 (0.8643761760126936) | > loader_time: 0.0089 (0.010495894146661688)  --> TIME: 2025-05-11 15:18:16 -- STEP: 187/725 -- GLOBAL_STEP: 349100 | > loss_disc: 2.1757004261016846 (2.1875905984225765) | > loss_disc_real_0: 0.1468926966190338 (0.1339631744804866) | > loss_disc_real_1: 0.17582087218761444 (0.18899146415651805) | > loss_disc_real_2: 0.20884767174720764 (0.1878148424912264) | > loss_disc_real_3: 0.2353503704071045 (0.2056386026150403) | > loss_disc_real_4: 0.16873034834861755 (0.19496091953254654) | > loss_disc_real_5: 0.19055728614330292 (0.20626304892295186) | > loss_0: 2.1757004261016846 (2.1875905984225765) | > grad_norm_0: tensor(15.0038, device='cuda:0') (tensor(22.9201, device='cuda:0')) | > loss_gen: 2.7834224700927734 (2.7901691179224515) | > loss_kl: 1.650295615196228 (1.724696097526959) | > loss_feat: 8.776559829711914 (8.329532704888823) | > loss_mel: 13.304688453674316 (13.034128444080046) | > loss_duration: 1.6889111995697021 (1.6678722988475452) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.20387840270996 (27.546398509632457) | > grad_norm_1: tensor(556.1917, device='cuda:0') (tensor(417.6429, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8743 (0.8650150796308874) | > loader_time: 0.0104 (0.010541829195889566)  --> TIME: 2025-05-11 15:19:01 -- STEP: 237/725 -- GLOBAL_STEP: 349150 | > loss_disc: 2.070021152496338 (2.1953744792737027) | > loss_disc_real_0: 0.1129567101597786 (0.13476773530622063) | > loss_disc_real_1: 0.2147948443889618 (0.18989770529390892) | > loss_disc_real_2: 0.190731942653656 (0.18794776675318867) | > loss_disc_real_3: 0.18284636735916138 (0.20586096737455217) | > loss_disc_real_4: 0.19177062809467316 (0.19496082329045883) | > loss_disc_real_5: 0.17788061499595642 (0.2077755100616423) | > loss_0: 2.070021152496338 (2.1953744792737027) | > grad_norm_0: tensor(27.9629, device='cuda:0') (tensor(22.5218, device='cuda:0')) | > loss_gen: 2.949093818664551 (2.7781032167909516) | > loss_kl: 1.8287214040756226 (1.7203724334008588) | > loss_feat: 8.540443420410156 (8.292657679143332) | > loss_mel: 12.896111488342285 (12.974182426677977) | > loss_duration: 1.6426819562911987 (1.6683469799500477) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.857051849365234 (27.433662583556355) | > grad_norm_1: tensor(558.0063, device='cuda:0') (tensor(406.9175, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8345 (0.8656570116678873) | > loader_time: 0.0093 (0.010457272268045808)  --> TIME: 2025-05-11 15:19:45 -- STEP: 287/725 -- GLOBAL_STEP: 349200 | > loss_disc: 2.198760509490967 (2.206055043466415) | > loss_disc_real_0: 0.11349290609359741 (0.13819994245256684) | > loss_disc_real_1: 0.18849797546863556 (0.1903978730535674) | > loss_disc_real_2: 0.20740258693695068 (0.18915236858125348) | > loss_disc_real_3: 0.19579896330833435 (0.20612242906143446) | > loss_disc_real_4: 0.19728422164916992 (0.19552551147622108) | > loss_disc_real_5: 0.23161138594150543 (0.2081791572142977) | > loss_0: 2.198760509490967 (2.206055043466415) | > grad_norm_0: tensor(13.2933, device='cuda:0') (tensor(22.2170, device='cuda:0')) | > loss_gen: 2.868914842605591 (2.767037232163061) | > loss_kl: 1.5925695896148682 (1.7126527177332178) | > loss_feat: 8.088215827941895 (8.237470234728022) | > loss_mel: 12.769665718078613 (12.925829262683612) | > loss_duration: 1.66852605342865 (1.6672712373401233) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.987892150878906 (27.310260586622285) | > grad_norm_1: tensor(498.8340, device='cuda:0') (tensor(397.8855, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8332 (0.8668293338204096) | > loader_time: 0.0101 (0.010477303627891413)  --> TIME: 2025-05-11 15:20:29 -- STEP: 337/725 -- GLOBAL_STEP: 349250 | > loss_disc: 2.1363630294799805 (2.209591710956583) | > loss_disc_real_0: 0.11650517582893372 (0.13810565377908918) | > loss_disc_real_1: 0.20663250982761383 (0.19063350845692073) | > loss_disc_real_2: 0.17362268269062042 (0.18983582789713993) | > loss_disc_real_3: 0.19776849448680878 (0.20614276101221315) | > loss_disc_real_4: 0.18210332095623016 (0.19586868398444243) | > loss_disc_real_5: 0.20427371561527252 (0.20789958753288681) | > loss_0: 2.1363630294799805 (2.209591710956583) | > grad_norm_0: tensor(21.3340, device='cuda:0') (tensor(22.1461, device='cuda:0')) | > loss_gen: 2.7901077270507812 (2.76547443619114) | > loss_kl: 1.678855061531067 (1.70507597038937) | > loss_feat: 8.672285079956055 (8.218635467110465) | > loss_mel: 13.95239543914795 (12.908040213655642) | > loss_duration: 1.6471885442733765 (1.6668561661632555) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.74083137512207 (27.264082153048644) | > grad_norm_1: tensor(242.8870, device='cuda:0') (tensor(395.3362, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8894 (0.8664458675271326) | > loader_time: 0.0115 (0.01049067500083312)  --> TIME: 2025-05-11 15:21:13 -- STEP: 387/725 -- GLOBAL_STEP: 349300 | > loss_disc: 2.2256522178649902 (2.2105311777548584) | > loss_disc_real_0: 0.1401366889476776 (0.1381744492693155) | > loss_disc_real_1: 0.21530507504940033 (0.1910074985073519) | > loss_disc_real_2: 0.19884273409843445 (0.18979295945752822) | > loss_disc_real_3: 0.22159181535243988 (0.20618718154054588) | > loss_disc_real_4: 0.19177457690238953 (0.19581111965253378) | > loss_disc_real_5: 0.1820233166217804 (0.20774687322227225) | > loss_0: 2.2256522178649902 (2.2105311777548584) | > grad_norm_0: tensor(28.5197, device='cuda:0') (tensor(21.8257, device='cuda:0')) | > loss_gen: 2.7162208557128906 (2.7596721827829844) | > loss_kl: 1.600067377090454 (1.7031646199928707) | > loss_feat: 8.264846801757812 (8.190836796772876) | > loss_mel: 13.37738037109375 (12.879450985319542) | > loss_duration: 1.742788553237915 (1.666892822090662) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.701303482055664 (27.20001729329427) | > grad_norm_1: tensor(466.2080, device='cuda:0') (tensor(391.9145, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.891 (0.8668912085451821) | > loader_time: 0.0099 (0.010527247298287476)  --> TIME: 2025-05-11 15:21:57 -- STEP: 437/725 -- GLOBAL_STEP: 349350 | > loss_disc: 2.058091640472412 (2.2068901053828003) | > loss_disc_real_0: 0.09378934651613235 (0.13745117511438276) | > loss_disc_real_1: 0.17863808572292328 (0.19066175443356867) | > loss_disc_real_2: 0.17529132962226868 (0.18905551540633375) | > loss_disc_real_3: 0.22837570309638977 (0.20613663004246674) | > loss_disc_real_4: 0.1909400224685669 (0.19565556217112864) | > loss_disc_real_5: 0.2200692594051361 (0.2080438107729504) | > loss_0: 2.058091640472412 (2.2068901053828003) | > grad_norm_0: tensor(9.7355, device='cuda:0') (tensor(21.6827, device='cuda:0')) | > loss_gen: 2.8890233039855957 (2.7624179858637623) | > loss_kl: 1.6770431995391846 (1.7057798699874362) | > loss_feat: 8.86131763458252 (8.214043782013766) | > loss_mel: 13.756031036376953 (12.903855509288793) | > loss_duration: 1.633710503578186 (1.6664355420411594) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.81712532043457 (27.25253259235443) | > grad_norm_1: tensor(322.7127, device='cuda:0') (tensor(389.9567, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8947 (0.8664589752048868) | > loader_time: 0.0111 (0.010551841635453068)  --> TIME: 2025-05-11 15:22:41 -- STEP: 487/725 -- GLOBAL_STEP: 349400 | > loss_disc: 2.1872401237487793 (2.206149550434009) | > loss_disc_real_0: 0.14933745563030243 (0.1370115248023606) | > loss_disc_real_1: 0.17225120961666107 (0.19054850060836986) | > loss_disc_real_2: 0.1707068383693695 (0.18894191003678037) | > loss_disc_real_3: 0.17916302382946014 (0.20613869883930905) | > loss_disc_real_4: 0.22345557808876038 (0.1957254207844118) | > loss_disc_real_5: 0.19073046743869781 (0.20799574953574668) | > loss_0: 2.1872401237487793 (2.206149550434009) | > grad_norm_0: tensor(22.3385, device='cuda:0') (tensor(21.6587, device='cuda:0')) | > loss_gen: 2.669808864593506 (2.7610451196008645) | > loss_kl: 1.6868340969085693 (1.7068574259658131) | > loss_feat: 8.408032417297363 (8.210076839282518) | > loss_mel: 12.054354667663574 (12.890410576023356) | > loss_duration: 1.6458795070648193 (1.6667651385986835) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.46491050720215 (27.23515503117681) | > grad_norm_1: tensor(465.9751, device='cuda:0') (tensor(387.5808, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8283 (0.8661888375174583) | > loader_time: 0.0107 (0.010572847644406417)  --> TIME: 2025-05-11 15:23:25 -- STEP: 537/725 -- GLOBAL_STEP: 349450 | > loss_disc: 2.302915573120117 (2.20278334151433) | > loss_disc_real_0: 0.12653271853923798 (0.13659951810896723) | > loss_disc_real_1: 0.20160940289497375 (0.19015746337519462) | > loss_disc_real_2: 0.20650121569633484 (0.18866826685447277) | > loss_disc_real_3: 0.22445237636566162 (0.20594434243118742) | > loss_disc_real_4: 0.2521919906139374 (0.19575147741444737) | > loss_disc_real_5: 0.22012443840503693 (0.20772631605133224) | > loss_0: 2.302915573120117 (2.20278334151433) | > grad_norm_0: tensor(16.6600, device='cuda:0') (tensor(21.5196, device='cuda:0')) | > loss_gen: 2.646650552749634 (2.7639709020682113) | > loss_kl: 1.6602598428726196 (1.7125540512234145) | > loss_feat: 7.359603404998779 (8.221293929790866) | > loss_mel: 12.265380859375 (12.90562625970254) | > loss_duration: 1.6839306354522705 (1.6671048571499592) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.615825653076172 (27.27054991979617) | > grad_norm_1: tensor(393.7283, device='cuda:0') (tensor(387.9184, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8728 (0.8662754330555154) | > loader_time: 0.01 (0.0105602670204262)  --> TIME: 2025-05-11 15:24:09 -- STEP: 587/725 -- GLOBAL_STEP: 349500 | > loss_disc: 2.340557336807251 (2.202593917944158) | > loss_disc_real_0: 0.20136167109012604 (0.13661057253255543) | > loss_disc_real_1: 0.20178115367889404 (0.19005875652449708) | > loss_disc_real_2: 0.23306052386760712 (0.18862647861496148) | > loss_disc_real_3: 0.2457054853439331 (0.20582492855176004) | > loss_disc_real_4: 0.23064590990543365 (0.19569909455829027) | > loss_disc_real_5: 0.20889391005039215 (0.20778061355602195) | > loss_0: 2.340557336807251 (2.202593917944158) | > grad_norm_0: tensor(24.9323, device='cuda:0') (tensor(21.6004, device='cuda:0')) | > loss_gen: 2.5547783374786377 (2.7655736778623203) | > loss_kl: 1.8478175401687622 (1.7153952446666252) | > loss_feat: 6.537829875946045 (8.232129240767101) | > loss_mel: 11.431663513183594 (12.910019837205619) | > loss_duration: 1.6575653553009033 (1.666654688942372) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.02965545654297 (27.289772621817644) | > grad_norm_1: tensor(228.5078, device='cuda:0') (tensor(387.6469, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8789 (0.8664155615655486) | > loader_time: 0.0112 (0.010562181066613788)  --> TIME: 2025-05-11 15:24:53 -- STEP: 637/725 -- GLOBAL_STEP: 349550 | > loss_disc: 2.1206657886505127 (2.2019158090863886) | > loss_disc_real_0: 0.1659361720085144 (0.13662762860394723) | > loss_disc_real_1: 0.1481199711561203 (0.1900166165744493) | > loss_disc_real_2: 0.1617964506149292 (0.18854834349881522) | > loss_disc_real_3: 0.22640322148799896 (0.20571756451807374) | > loss_disc_real_4: 0.1777351349592209 (0.19556925086716853) | > loss_disc_real_5: 0.2330162078142166 (0.20788337975693652) | > loss_0: 2.1206657886505127 (2.2019158090863886) | > grad_norm_0: tensor(44.1227, device='cuda:0') (tensor(21.4938, device='cuda:0')) | > loss_gen: 2.8428115844726562 (2.7653265527129367) | > loss_kl: 1.6849699020385742 (1.7156956581343301) | > loss_feat: 9.277143478393555 (8.235046228022547) | > loss_mel: 13.81432819366455 (12.915260180199352) | > loss_duration: 1.6440069675445557 (1.6664706818537214) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.263259887695312 (27.29779925563459) | > grad_norm_1: tensor(438.3137, device='cuda:0') (tensor(384.5912, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8421 (0.8661717631191811) | > loader_time: 0.0098 (0.01055547019563252)  --> TIME: 2025-05-11 15:25:37 -- STEP: 687/725 -- GLOBAL_STEP: 349600 | > loss_disc: 2.1936593055725098 (2.2020791090558514) | > loss_disc_real_0: 0.10084542632102966 (0.13641977714702724) | > loss_disc_real_1: 0.16777081787586212 (0.189994984101694) | > loss_disc_real_2: 0.1930699348449707 (0.18868514934481476) | > loss_disc_real_3: 0.2100469470024109 (0.20551185201435987) | > loss_disc_real_4: 0.18804991245269775 (0.19556600341283265) | > loss_disc_real_5: 0.18473991751670837 (0.20785862762681612) | > loss_0: 2.1936593055725098 (2.2020791090558514) | > grad_norm_0: tensor(20.4211, device='cuda:0') (tensor(21.3969, device='cuda:0')) | > loss_gen: 2.9122366905212402 (2.766455751666163) | > loss_kl: 1.680349349975586 (1.7133238553306782) | > loss_feat: 9.38806438446045 (8.24261263260153) | > loss_mel: 13.34588623046875 (12.927514684252344) | > loss_duration: 1.6690640449523926 (1.6662931622723134) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.9955997467041 (27.316200042569132) | > grad_norm_1: tensor(634.8152, device='cuda:0') (tensor(384.4309, device='cuda:0')) | > current_lr_0: 0.00018981769293196693 | > current_lr_1: 0.00018981769293196693 | > step_time: 0.8921 (0.8659624699421845) | > loader_time: 0.0129 (0.01059041932507199)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.36476731300354 (2.36476731300354) | > loss_disc_real_0: 0.14385248720645905 (0.14385248720645905) | > loss_disc_real_1: 0.19263477623462677 (0.19263477623462677) | > loss_disc_real_2: 0.26811206340789795 (0.26811206340789795) | > loss_disc_real_3: 0.230595663189888 (0.230595663189888) | > loss_disc_real_4: 0.2735559046268463 (0.2735559046268463) | > loss_disc_real_5: 0.2409493625164032 (0.2409493625164032) | > loss_0: 2.36476731300354 (2.36476731300354) | > loss_gen: 2.741264820098877 (2.741264820098877) | > loss_kl: 2.188354253768921 (2.188354253768921) | > loss_feat: 7.61557149887085 (7.61557149887085) | > loss_mel: 13.174280166625977 (13.174280166625977) | > loss_duration: 1.7298251390457153 (1.7298251390457153) | > loss_1: 27.449296951293945 (27.449296951293945)  --> STEP: 1 | > loss_disc: 2.4158518314361572 (2.4158518314361572) | > loss_disc_real_0: 0.12367451190948486 (0.12367451190948486) | > loss_disc_real_1: 0.20660491287708282 (0.20660491287708282) | > loss_disc_real_2: 0.2891288995742798 (0.2891288995742798) | > loss_disc_real_3: 0.22936028242111206 (0.22936028242111206) | > loss_disc_real_4: 0.2764681577682495 (0.2764681577682495) | > loss_disc_real_5: 0.2380874902009964 (0.2380874902009964) | > loss_0: 2.4158518314361572 (2.4158518314361572) | > loss_gen: 2.761719226837158 (2.761719226837158) | > loss_kl: 2.269442558288574 (2.269442558288574) | > loss_feat: 7.804255485534668 (7.804255485534668) | > loss_mel: 12.40803337097168 (12.40803337097168) | > loss_duration: 1.850803017616272 (1.850803017616272) | > loss_1: 27.094253540039062 (27.094253540039062)  --> STEP: 2 | > loss_disc: 2.3524723052978516 (2.3841620683670044) | > loss_disc_real_0: 0.13206741213798523 (0.12787096202373505) | > loss_disc_real_1: 0.2036391943693161 (0.20512205362319946) | > loss_disc_real_2: 0.25718843936920166 (0.2731586694717407) | > loss_disc_real_3: 0.22341720759868622 (0.22638874500989914) | > loss_disc_real_4: 0.24926933646202087 (0.2628687471151352) | > loss_disc_real_5: 0.21030451357364655 (0.22419600188732147) | > loss_0: 2.3524723052978516 (2.3841620683670044) | > loss_gen: 2.743314266204834 (2.752516746520996) | > loss_kl: 2.0988218784332275 (2.184132218360901) | > loss_feat: 8.286961555480957 (8.045608520507812) | > loss_mel: 13.937612533569336 (13.172822952270508) | > loss_duration: 1.888566493988037 (1.8696847558021545) | > loss_1: 28.955276489257812 (28.024765014648438)  --> STEP: 3 | > loss_disc: 2.333212375640869 (2.3671788374582925) | > loss_disc_real_0: 0.14634859561920166 (0.1340301732222239) | > loss_disc_real_1: 0.19916202127933502 (0.20313537617524466) | > loss_disc_real_2: 0.25002288818359375 (0.2654467423756917) | > loss_disc_real_3: 0.21240654587745667 (0.22172801196575165) | > loss_disc_real_4: 0.23333188891410828 (0.2530231277147929) | > loss_disc_real_5: 0.23305703699588776 (0.22714968025684357) | > loss_0: 2.333212375640869 (2.3671788374582925) | > loss_gen: 2.6553516387939453 (2.720128377278646) | > loss_kl: 2.0517451763153076 (2.140003204345703) | > loss_feat: 7.063058853149414 (7.71809196472168) | > loss_mel: 12.957215309143066 (13.100953737894693) | > loss_duration: 1.8464186191558838 (1.8619293769200642) | > loss_1: 26.573789596557617 (27.541106541951496)  --> STEP: 4 | > loss_disc: 2.4405813217163086 (2.3855294585227966) | > loss_disc_real_0: 0.17030180990695953 (0.14309808239340782) | > loss_disc_real_1: 0.20191961526870728 (0.2028314359486103) | > loss_disc_real_2: 0.2856089770793915 (0.27048730105161667) | > loss_disc_real_3: 0.21019725501537323 (0.21884532272815704) | > loss_disc_real_4: 0.27832239866256714 (0.25934794545173645) | > loss_disc_real_5: 0.27951356768608093 (0.2402406521141529) | > loss_0: 2.4405813217163086 (2.3855294585227966) | > loss_gen: 2.675002336502075 (2.708846867084503) | > loss_kl: 1.8522974252700806 (2.0680767595767975) | > loss_feat: 7.535687446594238 (7.672490835189819) | > loss_mel: 13.259249687194824 (13.140527725219727) | > loss_duration: 1.7845522165298462 (1.8425850868225098) | > loss_1: 27.10679054260254 (27.432527542114258) --> EVAL PERFORMANCE | > avg_loader_time: 0.32483816146850586 (-0.004922389984130859) | > avg_loss_disc: 2.3855294585227966 (+0.07943105697631836) | > avg_loss_disc_real_0: 0.14309808239340782 (-0.01022142544388771) | > avg_loss_disc_real_1: 0.2028314359486103 (-0.03155605494976044) | > avg_loss_disc_real_2: 0.27048730105161667 (+0.08956459164619446) | > avg_loss_disc_real_3: 0.21884532272815704 (-0.0035058557987213135) | > avg_loss_disc_real_4: 0.25934794545173645 (-0.02517390251159668) | > avg_loss_disc_real_5: 0.2402406521141529 (+0.017701026052236557) | > avg_loss_0: 2.3855294585227966 (+0.07943105697631836) | > avg_loss_gen: 2.708846867084503 (-0.17054158449172974) | > avg_loss_kl: 2.0680767595767975 (+0.06039014458656311) | > avg_loss_feat: 7.672490835189819 (-0.15320122241973877) | > avg_loss_mel: 13.140527725219727 (+0.27790236473083496) | > avg_loss_duration: 1.8425850868225098 (+0.016516536474227905) | > avg_loss_1: 27.432527542114258 (+0.031066417694091797)  > EPOCH: 419/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 15:26:17)   --> TIME: 2025-05-11 15:26:30 -- STEP: 12/725 -- GLOBAL_STEP: 349650 | > loss_disc: 2.16298246383667 (2.1862382292747498) | > loss_disc_real_0: 0.14216560125350952 (0.14564478459457555) | > loss_disc_real_1: 0.22994078695774078 (0.19738071784377098) | > loss_disc_real_2: 0.21945053339004517 (0.1823986880481243) | > loss_disc_real_3: 0.1914936751127243 (0.19911645849545798) | > loss_disc_real_4: 0.19550873339176178 (0.19012442603707314) | > loss_disc_real_5: 0.21058274805545807 (0.2027396224439144) | > loss_0: 2.16298246383667 (2.1862382292747498) | > grad_norm_0: tensor(34.9411, device='cuda:0') (tensor(29.3199, device='cuda:0')) | > loss_gen: 2.8812413215637207 (2.7973037560780845) | > loss_kl: 1.6198982000350952 (1.6927679181098938) | > loss_feat: 9.032621383666992 (8.437787373860678) | > loss_mel: 13.938319206237793 (13.116843541463217) | > loss_duration: 1.7235337495803833 (1.6698812345663707) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.195613861083984 (27.71458355585734) | > grad_norm_1: tensor(604.0593, device='cuda:0') (tensor(430.5658, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8616 (0.8554099599520365) | > loader_time: 0.0131 (0.012994388739267984)  --> TIME: 2025-05-11 15:27:15 -- STEP: 62/725 -- GLOBAL_STEP: 349700 | > loss_disc: 2.127807378768921 (2.180418302935937) | > loss_disc_real_0: 0.14980994164943695 (0.13812082669427322) | > loss_disc_real_1: 0.1940266638994217 (0.18933070931703813) | > loss_disc_real_2: 0.20077961683273315 (0.18574242822585568) | > loss_disc_real_3: 0.18487867712974548 (0.20264909079959315) | > loss_disc_real_4: 0.17412042617797852 (0.1943777640981059) | > loss_disc_real_5: 0.2106761336326599 (0.2035738155245781) | > loss_0: 2.127807378768921 (2.180418302935937) | > grad_norm_0: tensor(24.6713, device='cuda:0') (tensor(24.7432, device='cuda:0')) | > loss_gen: 2.838839054107666 (2.8070111620810723) | > loss_kl: 1.6990123987197876 (1.6880329405107806) | > loss_feat: 9.083141326904297 (8.43215577064022) | > loss_mel: 13.984599113464355 (13.088095618832496) | > loss_duration: 1.7004053592681885 (1.662158041231094) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.305997848510742 (27.677453502531975) | > grad_norm_1: tensor(452.6219, device='cuda:0') (tensor(440.0211, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8573 (0.8764257008029569) | > loader_time: 0.0112 (0.01159772180741833)  --> TIME: 2025-05-11 15:27:59 -- STEP: 112/725 -- GLOBAL_STEP: 349750 | > loss_disc: 2.3433847427368164 (2.179457719836915) | > loss_disc_real_0: 0.18811580538749695 (0.13590459485671355) | > loss_disc_real_1: 0.18626545369625092 (0.18948649162692685) | > loss_disc_real_2: 0.21034148335456848 (0.1859430904899325) | > loss_disc_real_3: 0.18703347444534302 (0.2025821608092104) | > loss_disc_real_4: 0.20444844663143158 (0.19458757660218645) | > loss_disc_real_5: 0.25489917397499084 (0.20505530693169147) | > loss_0: 2.3433847427368164 (2.179457719836915) | > grad_norm_0: tensor(17.1705, device='cuda:0') (tensor(22.1908, device='cuda:0')) | > loss_gen: 2.4539763927459717 (2.7922905747379567) | > loss_kl: 1.6770379543304443 (1.692861150418009) | > loss_feat: 6.7905378341674805 (8.381790029151102) | > loss_mel: 11.227087020874023 (13.03459906578064) | > loss_duration: 1.6529167890548706 (1.6651986518076487) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.801555633544922 (27.566739525113785) | > grad_norm_1: tensor(245.7459, device='cuda:0') (tensor(417.1974, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8494 (0.8742751947471074) | > loader_time: 0.0123 (0.011412275688988822)  --> TIME: 2025-05-11 15:28:43 -- STEP: 162/725 -- GLOBAL_STEP: 349800 | > loss_disc: 2.1669092178344727 (2.1791195096793006) | > loss_disc_real_0: 0.1365954875946045 (0.13497533617012306) | > loss_disc_real_1: 0.18283244967460632 (0.1890572103453271) | > loss_disc_real_2: 0.20387165248394012 (0.18550665713386774) | > loss_disc_real_3: 0.1841801404953003 (0.203169469020249) | > loss_disc_real_4: 0.17965836822986603 (0.19398962678732692) | > loss_disc_real_5: 0.26155033707618713 (0.20513147115707392) | > loss_0: 2.1669092178344727 (2.1791195096793006) | > grad_norm_0: tensor(36.5372, device='cuda:0') (tensor(21.9909, device='cuda:0')) | > loss_gen: 2.801860809326172 (2.795259007701166) | > loss_kl: 1.8625825643539429 (1.7069169304989003) | > loss_feat: 8.425674438476562 (8.378611688260676) | > loss_mel: 13.750283241271973 (12.99301842701288) | > loss_duration: 1.623023271560669 (1.6649896495136218) | > amp_scaler: 256.0 (289.18518518518516) | > loss_1: 28.463424682617188 (27.5387958008566) | > grad_norm_1: tensor(447.8037, device='cuda:0') (tensor(399.5382, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8495 (0.869493231361295) | > loader_time: 0.0098 (0.011299245151472681)  --> TIME: 2025-05-11 15:29:28 -- STEP: 212/725 -- GLOBAL_STEP: 349850 | > loss_disc: 2.3358051776885986 (2.184602534433582) | > loss_disc_real_0: 0.14392375946044922 (0.13418629308635358) | > loss_disc_real_1: 0.2151174247264862 (0.18939108921671813) | > loss_disc_real_2: 0.20341026782989502 (0.18674370576188248) | > loss_disc_real_3: 0.22732660174369812 (0.20413998380865694) | > loss_disc_real_4: 0.19102241098880768 (0.1949156736427883) | > loss_disc_real_5: 0.20881108939647675 (0.20628877159840653) | > loss_0: 2.3358051776885986 (2.184602534433582) | > grad_norm_0: tensor(8.4211, device='cuda:0') (tensor(22.6666, device='cuda:0')) | > loss_gen: 2.551698684692383 (2.796014349415616) | > loss_kl: 1.6620206832885742 (1.7128583490848541) | > loss_feat: 7.53141450881958 (8.387534654365396) | > loss_mel: 11.223773002624512 (13.043144055132595) | > loss_duration: 1.6776349544525146 (1.664959787197833) | > amp_scaler: 256.0 (281.35849056603746) | > loss_1: 24.646543502807617 (27.6045112519894) | > grad_norm_1: tensor(248.7808, device='cuda:0') (tensor(403.6578, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8711 (0.8707620524010569) | > loader_time: 0.01 (0.011382111963236108)  --> TIME: 2025-05-11 15:30:12 -- STEP: 262/725 -- GLOBAL_STEP: 349900 | > loss_disc: 2.27193021774292 (2.198261535349695) | > loss_disc_real_0: 0.1547718644142151 (0.14401730064672386) | > loss_disc_real_1: 0.202936589717865 (0.18949074275393524) | > loss_disc_real_2: 0.23870646953582764 (0.1874658081481475) | > loss_disc_real_3: 0.2162892371416092 (0.20473362920620972) | > loss_disc_real_4: 0.17586207389831543 (0.19445021114959063) | > loss_disc_real_5: 0.19669586420059204 (0.20669388697120064) | > loss_0: 2.27193021774292 (2.198261535349695) | > grad_norm_0: tensor(31.8129, device='cuda:0') (tensor(22.7500, device='cuda:0')) | > loss_gen: 2.697929859161377 (2.792124873809231) | > loss_kl: 1.7702709436416626 (1.707153593310873) | > loss_feat: 7.4387946128845215 (8.378895184465946) | > loss_mel: 11.402738571166992 (13.026858537251712) | > loss_duration: 1.6726340055465698 (1.6658400383614402) | > amp_scaler: 256.0 (276.51908396946544) | > loss_1: 24.98236846923828 (27.570872248584077) | > grad_norm_1: tensor(518.8998, device='cuda:0') (tensor(408.0984, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.9028 (0.8692945342027504) | > loader_time: 0.0112 (0.011423249281089724)  --> TIME: 2025-05-11 15:30:55 -- STEP: 312/725 -- GLOBAL_STEP: 349950 | > loss_disc: 2.193910598754883 (2.2052023682074693) | > loss_disc_real_0: 0.10317480564117432 (0.14489339344585567) | > loss_disc_real_1: 0.1830233931541443 (0.19011514251812914) | > loss_disc_real_2: 0.1722431182861328 (0.18867121393290845) | > loss_disc_real_3: 0.20164074003696442 (0.2046319289753835) | > loss_disc_real_4: 0.18126574158668518 (0.19460692891898843) | > loss_disc_real_5: 0.20855139195919037 (0.20689754937894816) | > loss_0: 2.193910598754883 (2.2052023682074693) | > grad_norm_0: tensor(29.8276, device='cuda:0') (tensor(23.0616, device='cuda:0')) | > loss_gen: 2.707761764526367 (2.782035612907165) | > loss_kl: 1.692912220954895 (1.704107080132534) | > loss_feat: 7.9485368728637695 (8.32503056526184) | > loss_mel: 12.944056510925293 (12.993606879160955) | > loss_duration: 1.6689636707305908 (1.6654301232252366) | > amp_scaler: 256.0 (273.2307692307691) | > loss_1: 26.96223258972168 (27.47021026489062) | > grad_norm_1: tensor(547.5733, device='cuda:0') (tensor(408.0491, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8574 (0.8680135454887) | > loader_time: 0.0127 (0.011506835619608557)  --> TIME: 2025-05-11 15:31:40 -- STEP: 362/725 -- GLOBAL_STEP: 350000 | > loss_disc: 2.2320899963378906 (2.204695457582317) | > loss_disc_real_0: 0.15499146282672882 (0.14402684966585932) | > loss_disc_real_1: 0.20302388072013855 (0.190350621897542) | > loss_disc_real_2: 0.2241717129945755 (0.18851151613734698) | > loss_disc_real_3: 0.24393749237060547 (0.20483013361857086) | > loss_disc_real_4: 0.20177876949310303 (0.19469094778622067) | > loss_disc_real_5: 0.21046008169651031 (0.20685465259281954) | > loss_0: 2.2320899963378906 (2.204695457582317) | > grad_norm_0: tensor(21.5073, device='cuda:0') (tensor(23.3515, device='cuda:0')) | > loss_gen: 2.8087897300720215 (2.782134668603129) | > loss_kl: 1.6890480518341064 (1.7024471674176218) | > loss_feat: 7.042980670928955 (8.327103147190577) | > loss_mel: 12.458727836608887 (13.00397266999134) | > loss_duration: 1.6226876974105835 (1.664730120100369) | > amp_scaler: 256.0 (270.8508287292817) | > loss_1: 25.622236251831055 (27.480387777254727) | > grad_norm_1: tensor(131.5603, device='cuda:0') (tensor(411.2436, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8605 (0.8684249194287466) | > loader_time: 0.0148 (0.011586056229817928) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_350000.pth  --> TIME: 2025-05-11 15:32:27 -- STEP: 412/725 -- GLOBAL_STEP: 350050 | > loss_disc: 2.375347137451172 (2.2038145687394928) | > loss_disc_real_0: 0.17105990648269653 (0.14358337200020718) | > loss_disc_real_1: 0.21178759634494781 (0.19026773690598683) | > loss_disc_real_2: 0.20048457384109497 (0.18814964129508116) | > loss_disc_real_3: 0.2502361536026001 (0.2049003360268561) | > loss_disc_real_4: 0.22121097147464752 (0.19466024011518204) | > loss_disc_real_5: 0.20312964916229248 (0.20660908426185243) | > loss_0: 2.375347137451172 (2.2038145687394928) | > grad_norm_0: tensor(31.7947, device='cuda:0') (tensor(23.2943, device='cuda:0')) | > loss_gen: 2.487086772918701 (2.7785021506466925) | > loss_kl: 1.655941367149353 (1.7017416832516499) | > loss_feat: 6.440546035766602 (8.300125248223825) | > loss_mel: 10.523287773132324 (12.97691480164389) | > loss_duration: 1.681210994720459 (1.6655392782780731) | > amp_scaler: 256.0 (269.0485436893205) | > loss_1: 22.78807258605957 (27.422823169856397) | > grad_norm_1: tensor(399.0982, device='cuda:0') (tensor(413.9987, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8952 (0.8695705995976347) | > loader_time: 0.0102 (0.01159402872752217)  --> TIME: 2025-05-11 15:33:11 -- STEP: 462/725 -- GLOBAL_STEP: 350100 | > loss_disc: 2.155672788619995 (2.2019815468168877) | > loss_disc_real_0: 0.14191219210624695 (0.14268514771998195) | > loss_disc_real_1: 0.20222975313663483 (0.18996074376426217) | > loss_disc_real_2: 0.19202104210853577 (0.18817654858419902) | > loss_disc_real_3: 0.2184622436761856 (0.20462133429009163) | > loss_disc_real_4: 0.1711975485086441 (0.1946207703579041) | > loss_disc_real_5: 0.18844789266586304 (0.20635748880379115) | > loss_0: 2.155672788619995 (2.2019815468168877) | > grad_norm_0: tensor(31.3139, device='cuda:0') (tensor(23.2858, device='cuda:0')) | > loss_gen: 2.856006145477295 (2.7792332760699394) | > loss_kl: 2.0037388801574707 (1.7029958246074202) | > loss_feat: 8.25243091583252 (8.301596493948065) | > loss_mel: 13.263614654541016 (12.981357956345462) | > loss_duration: 1.6779310703277588 (1.6653084938144271) | > amp_scaler: 256.0 (267.63636363636397) | > loss_1: 28.053722381591797 (27.430492058460846) | > grad_norm_1: tensor(451.9674, device='cuda:0') (tensor(414.7197, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8018 (0.8687253313147145) | > loader_time: 0.0099 (0.011528499714739907)  --> TIME: 2025-05-11 15:33:55 -- STEP: 512/725 -- GLOBAL_STEP: 350150 | > loss_disc: 2.1114277839660645 (2.2027702394407243) | > loss_disc_real_0: 0.1237313523888588 (0.14192506465769847) | > loss_disc_real_1: 0.1753312647342682 (0.1902711711882148) | > loss_disc_real_2: 0.17122617363929749 (0.18819926423020658) | > loss_disc_real_3: 0.19146445393562317 (0.20462612615665424) | > loss_disc_real_4: 0.1859809160232544 (0.19461842082091618) | > loss_disc_real_5: 0.22514259815216064 (0.20672727868077334) | > loss_0: 2.1114277839660645 (2.2027702394407243) | > grad_norm_0: tensor(25.3384, device='cuda:0') (tensor(22.9839, device='cuda:0')) | > loss_gen: 2.970205307006836 (2.7766912365332255) | > loss_kl: 1.7083510160446167 (1.7078495838213716) | > loss_feat: 9.454410552978516 (8.294009091332542) | > loss_mel: 13.509848594665527 (12.979946371167898) | > loss_duration: 1.6071817874908447 (1.6656670407392085) | > amp_scaler: 256.0 (266.5000000000001) | > loss_1: 29.249998092651367 (27.424163296818733) | > grad_norm_1: tensor(563.1952, device='cuda:0') (tensor(409.9780, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8615 (0.8680188525468112) | > loader_time: 0.0099 (0.01142615312710404)  --> TIME: 2025-05-11 15:34:39 -- STEP: 562/725 -- GLOBAL_STEP: 350200 | > loss_disc: 2.1029627323150635 (2.2021790161675834) | > loss_disc_real_0: 0.1796516627073288 (0.14155636167027777) | > loss_disc_real_1: 0.21487955749034882 (0.1905691203962866) | > loss_disc_real_2: 0.19491596519947052 (0.18823824785782348) | > loss_disc_real_3: 0.2181151807308197 (0.20445534303201054) | > loss_disc_real_4: 0.19488687813282013 (0.194809622717922) | > loss_disc_real_5: 0.20413751900196075 (0.20644258360421522) | > loss_0: 2.1029627323150635 (2.2021790161675834) | > grad_norm_0: tensor(32.4081, device='cuda:0') (tensor(23.0624, device='cuda:0')) | > loss_gen: 2.925313711166382 (2.7783597105338482) | > loss_kl: 2.004955291748047 (1.710988883021888) | > loss_feat: 8.978503227233887 (8.29649690037519) | > loss_mel: 13.388104438781738 (12.974445354896085) | > loss_duration: 1.6438319683074951 (1.6655521144646337) | > amp_scaler: 256.0 (265.5658362989326) | > loss_1: 28.94070816040039 (27.425842957140286) | > grad_norm_1: tensor(379.6940, device='cuda:0') (tensor(412.3906, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.9182 (0.8676779647738907) | > loader_time: 0.0107 (0.011356716054190093)  --> TIME: 2025-05-11 15:35:23 -- STEP: 612/725 -- GLOBAL_STEP: 350250 | > loss_disc: 1.9924309253692627 (2.202077010098627) | > loss_disc_real_0: 0.0944286584854126 (0.1410975284825742) | > loss_disc_real_1: 0.18354816734790802 (0.19061904553981385) | > loss_disc_real_2: 0.19138269126415253 (0.18811695910746762) | > loss_disc_real_3: 0.18765659630298615 (0.20457626236420048) | > loss_disc_real_4: 0.171615332365036 (0.19490579313604683) | > loss_disc_real_5: 0.18450702726840973 (0.20646813847855017) | > loss_0: 1.9924309253692627 (2.202077010098627) | > grad_norm_0: tensor(29.1411, device='cuda:0') (tensor(22.9844, device='cuda:0')) | > loss_gen: 2.943331003189087 (2.7762834706337616) | > loss_kl: 1.9013065099716187 (1.709968367433237) | > loss_feat: 10.256726264953613 (8.292298203200286) | > loss_mel: 15.411582946777344 (12.96979523951711) | > loss_duration: 1.598231554031372 (1.6652477656314575) | > amp_scaler: 256.0 (264.7843137254903) | > loss_1: 32.111175537109375 (27.413593049142875) | > grad_norm_1: tensor(646.0710, device='cuda:0') (tensor(410.5523, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8357 (0.867702669177959) | > loader_time: 0.0089 (0.011327394473007296)  --> TIME: 2025-05-11 15:36:06 -- STEP: 662/725 -- GLOBAL_STEP: 350300 | > loss_disc: 2.1200578212738037 (2.2009370824001375) | > loss_disc_real_0: 0.09354925155639648 (0.14066027477383614) | > loss_disc_real_1: 0.1951168179512024 (0.19047680359862715) | > loss_disc_real_2: 0.16677792370319366 (0.1880745535935881) | > loss_disc_real_3: 0.21103806793689728 (0.2045677349061404) | > loss_disc_real_4: 0.18852686882019043 (0.1948010671850059) | > loss_disc_real_5: 0.1954071968793869 (0.2064433102341216) | > loss_0: 2.1200578212738037 (2.2009370824001375) | > grad_norm_0: tensor(26.2819, device='cuda:0') (tensor(23.0615, device='cuda:0')) | > loss_gen: 2.893887996673584 (2.777496426127108) | > loss_kl: 1.702899694442749 (1.7107600274402937) | > loss_feat: 8.989099502563477 (8.29145785833052) | > loss_mel: 13.360312461853027 (12.967514523566663) | > loss_duration: 1.689160704612732 (1.6655174212873523) | > amp_scaler: 256.0 (264.1208459214506) | > loss_1: 28.635360717773438 (27.412746268096647) | > grad_norm_1: tensor(551.0321, device='cuda:0') (tensor(412.3317, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8814 (0.8668830337121045) | > loader_time: 0.0101 (0.011235004465385504)  --> TIME: 2025-05-11 15:36:50 -- STEP: 712/725 -- GLOBAL_STEP: 350350 | > loss_disc: 2.318979263305664 (2.2008412038342366) | > loss_disc_real_0: 0.16343672573566437 (0.14083390820018019) | > loss_disc_real_1: 0.19180889427661896 (0.19034686060936262) | > loss_disc_real_2: 0.18821367621421814 (0.18797506463159344) | > loss_disc_real_3: 0.23291653394699097 (0.20458740726364463) | > loss_disc_real_4: 0.18240255117416382 (0.19481242408327185) | > loss_disc_real_5: 0.2011616975069046 (0.20643958168920498) | > loss_0: 2.318979263305664 (2.2008412038342366) | > grad_norm_0: tensor(18.7787, device='cuda:0') (tensor(23.1652, device='cuda:0')) | > loss_gen: 2.497972011566162 (2.779201924466015) | > loss_kl: 1.7468023300170898 (1.7124053854286008) | > loss_feat: 6.963796138763428 (8.302845982353325) | > loss_mel: 11.241886138916016 (12.988740919681073) | > loss_duration: 1.6662583351135254 (1.6653674487652403) | > amp_scaler: 256.0 (263.55056179775346) | > loss_1: 24.116714477539062 (27.448561657680553) | > grad_norm_1: tensor(366.1407, device='cuda:0') (tensor(411.1210, device='cuda:0')) | > current_lr_0: 0.00018979396572035043 | > current_lr_1: 0.00018979396572035043 | > step_time: 0.8308 (0.8667246839973363) | > loader_time: 0.0095 (0.011166269524713585)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3152472972869873 (2.3152472972869873) | > loss_disc_real_0: 0.1949359029531479 (0.1949359029531479) | > loss_disc_real_1: 0.23454608023166656 (0.23454608023166656) | > loss_disc_real_2: 0.17568805813789368 (0.17568805813789368) | > loss_disc_real_3: 0.25573086738586426 (0.25573086738586426) | > loss_disc_real_4: 0.24931930005550385 (0.24931930005550385) | > loss_disc_real_5: 0.26508551836013794 (0.26508551836013794) | > loss_0: 2.3152472972869873 (2.3152472972869873) | > loss_gen: 2.9233365058898926 (2.9233365058898926) | > loss_kl: 1.9744184017181396 (1.9744184017181396) | > loss_feat: 7.4620537757873535 (7.4620537757873535) | > loss_mel: 13.359028816223145 (13.359028816223145) | > loss_duration: 1.7218937873840332 (1.7218937873840332) | > loss_1: 27.440731048583984 (27.440731048583984)  --> STEP: 1 | > loss_disc: 2.209242820739746 (2.209242820739746) | > loss_disc_real_0: 0.17820701003074646 (0.17820701003074646) | > loss_disc_real_1: 0.23084911704063416 (0.23084911704063416) | > loss_disc_real_2: 0.162416011095047 (0.162416011095047) | > loss_disc_real_3: 0.238380566239357 (0.238380566239357) | > loss_disc_real_4: 0.2572542428970337 (0.2572542428970337) | > loss_disc_real_5: 0.23208236694335938 (0.23208236694335938) | > loss_0: 2.209242820739746 (2.209242820739746) | > loss_gen: 3.024254322052002 (3.024254322052002) | > loss_kl: 2.3242056369781494 (2.3242056369781494) | > loss_feat: 9.14278793334961 (9.14278793334961) | > loss_mel: 14.75351619720459 (14.75351619720459) | > loss_duration: 1.8532087802886963 (1.8532087802886963) | > loss_1: 31.097970962524414 (31.097970962524414)  --> STEP: 2 | > loss_disc: 2.2886228561401367 (2.2489328384399414) | > loss_disc_real_0: 0.17598821222782135 (0.1770976111292839) | > loss_disc_real_1: 0.2507229745388031 (0.24078604578971863) | > loss_disc_real_2: 0.17060618102550507 (0.16651109606027603) | > loss_disc_real_3: 0.2518251836299896 (0.2451028749346733) | > loss_disc_real_4: 0.2388540655374527 (0.2480541542172432) | > loss_disc_real_5: 0.22547897696495056 (0.22878067195415497) | > loss_0: 2.2886228561401367 (2.2489328384399414) | > loss_gen: 2.85437273979187 (2.939313530921936) | > loss_kl: 1.9701135158538818 (2.1471595764160156) | > loss_feat: 8.153648376464844 (8.648218154907227) | > loss_mel: 13.158025741577148 (13.95577096939087) | > loss_duration: 1.8712818622589111 (1.8622453212738037) | > loss_1: 28.007442474365234 (29.552706718444824)  --> STEP: 3 | > loss_disc: 2.258209705352783 (2.2520251274108887) | > loss_disc_real_0: 0.15668603777885437 (0.1702937533458074) | > loss_disc_real_1: 0.23333822190761566 (0.23830343782901764) | > loss_disc_real_2: 0.16307687759399414 (0.1653663565715154) | > loss_disc_real_3: 0.2456776350736618 (0.24529446164766947) | > loss_disc_real_4: 0.2808023691177368 (0.2589702258507411) | > loss_disc_real_5: 0.22991590201854706 (0.229159081975619) | > loss_0: 2.258209705352783 (2.2520251274108887) | > loss_gen: 2.93261981010437 (2.937082290649414) | > loss_kl: 1.8846852779388428 (2.0596681435902915) | > loss_feat: 8.842615127563477 (8.713017145792643) | > loss_mel: 14.079312324523926 (13.996951421101889) | > loss_duration: 1.8397959470748901 (1.8547621965408325) | > loss_1: 29.579029083251953 (29.5614808400472)  --> STEP: 4 | > loss_disc: 2.4695332050323486 (2.3064021468162537) | > loss_disc_real_0: 0.185553178191185 (0.1741086095571518) | > loss_disc_real_1: 0.24791279435157776 (0.24070577695965767) | > loss_disc_real_2: 0.16146185994148254 (0.1643902324140072) | > loss_disc_real_3: 0.24522879719734192 (0.24527804553508759) | > loss_disc_real_4: 0.28272584080696106 (0.26490912958979607) | > loss_disc_real_5: 0.2875499427318573 (0.24375679716467857) | > loss_0: 2.4695332050323486 (2.3064021468162537) | > loss_gen: 2.6405725479125977 (2.86295485496521) | > loss_kl: 1.8133399486541748 (1.9980860948562622) | > loss_feat: 7.104432582855225 (8.310871005058289) | > loss_mel: 12.503134727478027 (13.623497247695923) | > loss_duration: 1.7683568000793457 (1.8331608474254608) | > loss_1: 25.829833984375 (28.62856912612915) --> EVAL PERFORMANCE | > avg_loader_time: 0.3261498212814331 (+0.001311659812927246) | > avg_loss_disc: 2.3064021468162537 (-0.07912731170654297) | > avg_loss_disc_real_0: 0.1741086095571518 (+0.031010527163743973) | > avg_loss_disc_real_1: 0.24070577695965767 (+0.03787434101104736) | > avg_loss_disc_real_2: 0.1643902324140072 (-0.10609706863760948) | > avg_loss_disc_real_3: 0.24527804553508759 (+0.026432722806930542) | > avg_loss_disc_real_4: 0.26490912958979607 (+0.005561184138059616) | > avg_loss_disc_real_5: 0.24375679716467857 (+0.0035161450505256653) | > avg_loss_0: 2.3064021468162537 (-0.07912731170654297) | > avg_loss_gen: 2.86295485496521 (+0.1541079878807068) | > avg_loss_kl: 1.9980860948562622 (-0.06999066472053528) | > avg_loss_feat: 8.310871005058289 (+0.6383801698684692) | > avg_loss_mel: 13.623497247695923 (+0.4829695224761963) | > avg_loss_duration: 1.8331608474254608 (-0.00942423939704895) | > avg_loss_1: 28.62856912612915 (+1.1960415840148926)  > EPOCH: 420/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 15:37:09)   --> TIME: 2025-05-11 15:37:43 -- STEP: 37/725 -- GLOBAL_STEP: 350400 | > loss_disc: 2.1714186668395996 (2.1943591220958814) | > loss_disc_real_0: 0.12889841198921204 (0.13442040879178696) | > loss_disc_real_1: 0.16637317836284637 (0.1913336656383566) | > loss_disc_real_2: 0.20612415671348572 (0.189925043969541) | > loss_disc_real_3: 0.19170422852039337 (0.2056890472367003) | > loss_disc_real_4: 0.17647098004817963 (0.19164897904202743) | > loss_disc_real_5: 0.21901938319206238 (0.20879894736650828) | > loss_0: 2.1714186668395996 (2.1943591220958814) | > grad_norm_0: tensor(9.6556, device='cuda:0') (tensor(19.5790, device='cuda:0')) | > loss_gen: 2.9999232292175293 (2.782698360649315) | > loss_kl: 1.793114423751831 (1.7656847528509192) | > loss_feat: 9.416817665100098 (8.314918724266256) | > loss_mel: 14.205516815185547 (13.15843257388553) | > loss_duration: 1.6680009365081787 (1.6663326798258602) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.0833740234375 (27.688067255793392) | > grad_norm_1: tensor(288.5107, device='cuda:0') (tensor(331.2800, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8741 (0.8669845993454391) | > loader_time: 0.0104 (0.010547541283272408)  --> TIME: 2025-05-11 15:38:28 -- STEP: 87/725 -- GLOBAL_STEP: 350450 | > loss_disc: 2.208390712738037 (2.1930424509377313) | > loss_disc_real_0: 0.12959933280944824 (0.1340852680391279) | > loss_disc_real_1: 0.17106114327907562 (0.19009917734683246) | > loss_disc_real_2: 0.1736781746149063 (0.18832253450634837) | > loss_disc_real_3: 0.23112055659294128 (0.205678790807724) | > loss_disc_real_4: 0.18947170674800873 (0.19414624332011432) | > loss_disc_real_5: 0.21828533709049225 (0.2079402574862557) | > loss_0: 2.208390712738037 (2.1930424509377313) | > grad_norm_0: tensor(20.6492, device='cuda:0') (tensor(18.3841, device='cuda:0')) | > loss_gen: 2.7922744750976562 (2.7773044520411) | > loss_kl: 1.9089635610580444 (1.7484258399612602) | > loss_feat: 8.322648048400879 (8.318185921373034) | > loss_mel: 12.764623641967773 (13.161937231305002) | > loss_duration: 1.645787239074707 (1.6671189672645481) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.434295654296875 (27.672972448940936) | > grad_norm_1: tensor(424.4197, device='cuda:0') (tensor(322.3256, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.844 (0.8672920862833658) | > loader_time: 0.0102 (0.010503377037486812)  --> TIME: 2025-05-11 15:39:12 -- STEP: 137/725 -- GLOBAL_STEP: 350500 | > loss_disc: 2.0998382568359375 (2.1935806987929514) | > loss_disc_real_0: 0.11633629351854324 (0.13398661850577723) | > loss_disc_real_1: 0.1957719922065735 (0.19016167760765465) | > loss_disc_real_2: 0.18438272178173065 (0.188639865521967) | > loss_disc_real_3: 0.19539880752563477 (0.20497144084342206) | > loss_disc_real_4: 0.21460671722888947 (0.19460449927914752) | > loss_disc_real_5: 0.20010149478912354 (0.20789243531053084) | > loss_0: 2.0998382568359375 (2.1935806987929514) | > grad_norm_0: tensor(20.2644, device='cuda:0') (tensor(19.6999, device='cuda:0')) | > loss_gen: 2.971991539001465 (2.775729085407119) | > loss_kl: 1.7883994579315186 (1.7467731568065004) | > loss_feat: 8.726396560668945 (8.287528058908281) | > loss_mel: 12.622557640075684 (13.053404258115448) | > loss_duration: 1.65201997756958 (1.6675042296848155) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.761363983154297 (27.5309388515723) | > grad_norm_1: tensor(378.2103, device='cuda:0') (tensor(337.3244, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8325 (0.8677051293588904) | > loader_time: 0.009 (0.010377119927510729)  --> TIME: 2025-05-11 15:39:56 -- STEP: 187/725 -- GLOBAL_STEP: 350550 | > loss_disc: 2.0501656532287598 (2.191435559548159) | > loss_disc_real_0: 0.13247300684452057 (0.13406760281420005) | > loss_disc_real_1: 0.19535736739635468 (0.19005181397346252) | > loss_disc_real_2: 0.1722273975610733 (0.18833171420875075) | > loss_disc_real_3: 0.2018308937549591 (0.20455966172690052) | > loss_disc_real_4: 0.17620307207107544 (0.19427682228266865) | > loss_disc_real_5: 0.19564509391784668 (0.20781923958005752) | > loss_0: 2.0501656532287598 (2.191435559548159) | > grad_norm_0: tensor(28.4861, device='cuda:0') (tensor(20.2258, device='cuda:0')) | > loss_gen: 2.9489731788635254 (2.7789462823918822) | > loss_kl: 1.909433364868164 (1.7389577359439217) | > loss_feat: 9.260581016540527 (8.319549313203535) | > loss_mel: 14.057583808898926 (13.10116325725209) | > loss_duration: 1.6834986209869385 (1.669113375286367) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.860069274902344 (27.60773009029939) | > grad_norm_1: tensor(520.1915, device='cuda:0') (tensor(351.5189, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8786 (0.8672937824126873) | > loader_time: 0.0156 (0.010384796774961094)  --> TIME: 2025-05-11 15:40:40 -- STEP: 237/725 -- GLOBAL_STEP: 350600 | > loss_disc: 2.098991632461548 (2.191182629468573) | > loss_disc_real_0: 0.12022212147712708 (0.1340346086125836) | > loss_disc_real_1: 0.19350266456604004 (0.18998510538274227) | > loss_disc_real_2: 0.21242974698543549 (0.18834766538082795) | > loss_disc_real_3: 0.2096622735261917 (0.20473381531137952) | > loss_disc_real_4: 0.17903631925582886 (0.19402872239738572) | > loss_disc_real_5: 0.17534850537776947 (0.20761824949381222) | > loss_0: 2.098991632461548 (2.191182629468573) | > grad_norm_0: tensor(28.7966, device='cuda:0') (tensor(20.3493, device='cuda:0')) | > loss_gen: 2.911480188369751 (2.7801245606901293) | > loss_kl: 1.9644851684570312 (1.738106546019703) | > loss_feat: 8.854593276977539 (8.330493071914223) | > loss_mel: 13.65899658203125 (13.087854876296934) | > loss_duration: 1.6461669206619263 (1.6689399641777387) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.035722732543945 (27.60551913780502) | > grad_norm_1: tensor(424.9699, device='cuda:0') (tensor(355.6601, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8443 (0.8674423181557959) | > loader_time: 0.01 (0.010382840402015652)  --> TIME: 2025-05-11 15:41:24 -- STEP: 287/725 -- GLOBAL_STEP: 350650 | > loss_disc: 2.2869210243225098 (2.194165315777584) | > loss_disc_real_0: 0.14019151031970978 (0.1342423046559406) | > loss_disc_real_1: 0.19929982721805573 (0.19009790748669297) | > loss_disc_real_2: 0.2098865807056427 (0.188259933624118) | > loss_disc_real_3: 0.20436948537826538 (0.20527699620881557) | > loss_disc_real_4: 0.1864701509475708 (0.19410838825362062) | > loss_disc_real_5: 0.19670259952545166 (0.20776194671512893) | > loss_0: 2.2869210243225098 (2.194165315777584) | > grad_norm_0: tensor(8.3713, device='cuda:0') (tensor(20.4138, device='cuda:0')) | > loss_gen: 2.7432985305786133 (2.775183275601591) | > loss_kl: 1.6342436075210571 (1.732792456806329) | > loss_feat: 7.5876240730285645 (8.319739890015498) | > loss_mel: 11.462874412536621 (13.056402176514737) | > loss_duration: 1.6572368144989014 (1.6683233469620813) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.085275650024414 (27.552441194913115) | > grad_norm_1: tensor(486.8321, device='cuda:0') (tensor(360.3675, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8283 (0.8657855655258127) | > loader_time: 0.0099 (0.010356585738550911)  --> TIME: 2025-05-11 15:42:08 -- STEP: 337/725 -- GLOBAL_STEP: 350700 | > loss_disc: 2.1039175987243652 (2.19066811067768) | > loss_disc_real_0: 0.10265220701694489 (0.13416658454638195) | > loss_disc_real_1: 0.19837318360805511 (0.1897283660728783) | > loss_disc_real_2: 0.14548686146736145 (0.1877945470969118) | > loss_disc_real_3: 0.2177126705646515 (0.20499006727328986) | > loss_disc_real_4: 0.18825095891952515 (0.19445295755693393) | > loss_disc_real_5: 0.23433005809783936 (0.20743186931051202) | > loss_0: 2.1039175987243652 (2.19066811067768) | > grad_norm_0: tensor(25.5107, device='cuda:0') (tensor(21.0704, device='cuda:0')) | > loss_gen: 2.82379412651062 (2.7813466422989395) | > loss_kl: 1.6928743124008179 (1.7322708194970378) | > loss_feat: 9.334010124206543 (8.342679155332746) | > loss_mel: 14.400751113891602 (13.064189186435785) | > loss_duration: 1.647700548171997 (1.6674101175823262) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.89912986755371 (27.58789598481945) | > grad_norm_1: tensor(503.5358, device='cuda:0') (tensor(365.8541, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.892 (0.8656491235738693) | > loader_time: 0.0102 (0.010320468896928095)  --> TIME: 2025-05-11 15:42:51 -- STEP: 387/725 -- GLOBAL_STEP: 350750 | > loss_disc: 2.194139242172241 (2.189736997434336) | > loss_disc_real_0: 0.1869736760854721 (0.13417782114688726) | > loss_disc_real_1: 0.19843238592147827 (0.18980392755926118) | > loss_disc_real_2: 0.2103235274553299 (0.18801653281200764) | > loss_disc_real_3: 0.2079375684261322 (0.20470549297117133) | > loss_disc_real_4: 0.21078400313854218 (0.19436481779859968) | > loss_disc_real_5: 0.1884571760892868 (0.20663922216541084) | > loss_0: 2.194139242172241 (2.189736997434336) | > grad_norm_0: tensor(22.3438, device='cuda:0') (tensor(21.4305, device='cuda:0')) | > loss_gen: 2.833160161972046 (2.783996933806466) | > loss_kl: 1.5028626918792725 (1.7340622635158764) | > loss_feat: 7.638968467712402 (8.342709994747345) | > loss_mel: 12.500800132751465 (13.053368846883458) | > loss_duration: 1.7488009929656982 (1.6677672400955077) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.224592208862305 (27.581905325561838) | > grad_norm_1: tensor(512.6201, device='cuda:0') (tensor(374.9962, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8737 (0.8655122275192301) | > loader_time: 0.0101 (0.010304134945536766)  --> TIME: 2025-05-11 15:43:35 -- STEP: 437/725 -- GLOBAL_STEP: 350800 | > loss_disc: 2.160567283630371 (2.1896061087091137) | > loss_disc_real_0: 0.11709991097450256 (0.13364409590544893) | > loss_disc_real_1: 0.17314672470092773 (0.18996781281257386) | > loss_disc_real_2: 0.1821412891149521 (0.1877368160052485) | > loss_disc_real_3: 0.25833457708358765 (0.2050207178161673) | > loss_disc_real_4: 0.2225533425807953 (0.19434932164114724) | > loss_disc_real_5: 0.23112612962722778 (0.2071155122474893) | > loss_0: 2.160567283630371 (2.1896061087091137) | > grad_norm_0: tensor(9.8943, device='cuda:0') (tensor(21.0347, device='cuda:0')) | > loss_gen: 2.7801618576049805 (2.783263805529073) | > loss_kl: 1.8106982707977295 (1.7342457307558037) | > loss_feat: 8.02094841003418 (8.346695508236735) | > loss_mel: 13.007474899291992 (13.03948771653514) | > loss_duration: 1.622889518737793 (1.6670028072200045) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.242176055908203 (27.570695571550242) | > grad_norm_1: tensor(459.6705, device='cuda:0') (tensor(371.5491, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.9136 (0.864863990373415) | > loader_time: 0.0101 (0.010297158217266438)  --> TIME: 2025-05-11 15:44:19 -- STEP: 487/725 -- GLOBAL_STEP: 350850 | > loss_disc: 2.335352897644043 (2.1914208363703396) | > loss_disc_real_0: 0.22770588099956512 (0.13389219137126654) | > loss_disc_real_1: 0.1876722127199173 (0.1898544904387707) | > loss_disc_real_2: 0.20289775729179382 (0.1880402196298145) | > loss_disc_real_3: 0.20299509167671204 (0.20499855059617839) | > loss_disc_real_4: 0.20872674882411957 (0.19463552201063478) | > loss_disc_real_5: 0.2033953070640564 (0.2068833002564354) | > loss_0: 2.335352897644043 (2.1914208363703396) | > grad_norm_0: tensor(33.9916, device='cuda:0') (tensor(21.0633, device='cuda:0')) | > loss_gen: 2.573086738586426 (2.7792394087789485) | > loss_kl: 1.754778265953064 (1.73012375831604) | > loss_feat: 6.692419052124023 (8.325023621749088) | > loss_mel: 11.032831192016602 (13.018755951946035) | > loss_duration: 1.6419965028762817 (1.6671970637182432) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.695112228393555 (27.520339797409655) | > grad_norm_1: tensor(390.0346, device='cuda:0') (tensor(374.4356, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8309 (0.8649981031672421) | > loader_time: 0.0097 (0.010300718049004336)  --> TIME: 2025-05-11 15:45:03 -- STEP: 537/725 -- GLOBAL_STEP: 350900 | > loss_disc: 2.2721750736236572 (2.191379129553641) | > loss_disc_real_0: 0.1413419544696808 (0.13381011706379753) | > loss_disc_real_1: 0.18881726264953613 (0.18995270310611476) | > loss_disc_real_2: 0.22168362140655518 (0.18819893718986758) | > loss_disc_real_3: 0.22459553182125092 (0.20492289372107608) | > loss_disc_real_4: 0.22386471927165985 (0.19474408288574746) | > loss_disc_real_5: 0.1877918839454651 (0.2068569244230704) | > loss_0: 2.2721750736236572 (2.191379129553641) | > grad_norm_0: tensor(13.9618, device='cuda:0') (tensor(21.3157, device='cuda:0')) | > loss_gen: 2.7229371070861816 (2.7810168435009723) | > loss_kl: 1.5568608045578003 (1.7301638858944342) | > loss_feat: 8.563467025756836 (8.340835657421652) | > loss_mel: 13.150091171264648 (13.039177150477691) | > loss_duration: 1.6796377897262573 (1.667600056978577) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.67299461364746 (27.558793602487007) | > grad_norm_1: tensor(402.5642, device='cuda:0') (tensor(375.2328, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8646 (0.8648356454554439) | > loader_time: 0.0094 (0.01029436725921915)  --> TIME: 2025-05-11 15:45:47 -- STEP: 587/725 -- GLOBAL_STEP: 350950 | > loss_disc: 2.17842435836792 (2.1911735433126847) | > loss_disc_real_0: 0.1158268079161644 (0.13360354306852182) | > loss_disc_real_1: 0.18180274963378906 (0.1899805074046783) | > loss_disc_real_2: 0.19086962938308716 (0.18841565812872862) | > loss_disc_real_3: 0.2079794853925705 (0.20490702704940564) | > loss_disc_real_4: 0.20830994844436646 (0.19456311631344844) | > loss_disc_real_5: 0.22082015872001648 (0.20692737877775083) | > loss_0: 2.17842435836792 (2.1911735433126847) | > grad_norm_0: tensor(9.4570, device='cuda:0') (tensor(21.3134, device='cuda:0')) | > loss_gen: 2.824159622192383 (2.780122737055945) | > loss_kl: 1.744104266166687 (1.7344914197515577) | > loss_feat: 8.665769577026367 (8.343678393193361) | > loss_mel: 13.584522247314453 (13.040205658192937) | > loss_duration: 1.6413109302520752 (1.6669933763435794) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.459867477416992 (27.56549158697437) | > grad_norm_1: tensor(240.9580, device='cuda:0') (tensor(377.2220, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8721 (0.864911590361717) | > loader_time: 0.0097 (0.0102895764313524)  --> TIME: 2025-05-11 15:46:31 -- STEP: 637/725 -- GLOBAL_STEP: 351000 | > loss_disc: 2.1888930797576904 (2.190045421127248) | > loss_disc_real_0: 0.15197700262069702 (0.133478524347583) | > loss_disc_real_1: 0.20807646214962006 (0.1899054944515229) | > loss_disc_real_2: 0.19906340539455414 (0.18823321079440544) | > loss_disc_real_3: 0.2082870751619339 (0.20477947300326305) | > loss_disc_real_4: 0.17088568210601807 (0.19436096200014752) | > loss_disc_real_5: 0.20912037789821625 (0.20710206988561464) | > loss_0: 2.1888930797576904 (2.190045421127248) | > grad_norm_0: tensor(31.5517, device='cuda:0') (tensor(21.1315, device='cuda:0')) | > loss_gen: 2.903068780899048 (2.7808112461862584) | > loss_kl: 1.6689279079437256 (1.7340551567975906) | > loss_feat: 8.605485916137695 (8.351707753431471) | > loss_mel: 12.860352516174316 (13.05089930050788) | > loss_duration: 1.6381189823150635 (1.6666282276905127) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.675952911376953 (27.58410166346671) | > grad_norm_1: tensor(406.7465, device='cuda:0') (tensor(377.7080, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8681 (0.8650133003432485) | > loader_time: 0.0101 (0.010313207725153612) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_351000.pth  --> TIME: 2025-05-11 15:47:18 -- STEP: 687/725 -- GLOBAL_STEP: 351050 | > loss_disc: 2.275484561920166 (2.1902810291778927) | > loss_disc_real_0: 0.1676504909992218 (0.13357361328003178) | > loss_disc_real_1: 0.20877958834171295 (0.18990859387136103) | > loss_disc_real_2: 0.22030827403068542 (0.1883338336687769) | > loss_disc_real_3: 0.20856788754463196 (0.20470981653427267) | > loss_disc_real_4: 0.19162410497665405 (0.1944264599719942) | > loss_disc_real_5: 0.23209989070892334 (0.2071045326527202) | > loss_0: 2.275484561920166 (2.1902810291778927) | > grad_norm_0: tensor(25.8371, device='cuda:0') (tensor(21.2919, device='cuda:0')) | > loss_gen: 2.720552444458008 (2.7820824636295547) | > loss_kl: 1.6562838554382324 (1.7357917493087225) | > loss_feat: 7.508128643035889 (8.354367286704333) | > loss_mel: 11.966537475585938 (13.056511358402696) | > loss_duration: 1.680310606956482 (1.6662635135164774) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.531814575195312 (27.595016354556687) | > grad_norm_1: tensor(441.1276, device='cuda:0') (tensor(382.4043, device='cuda:0')) | > current_lr_0: 0.00018977024147463537 | > current_lr_1: 0.00018977024147463537 | > step_time: 0.8834 (0.8643449855510151) | > loader_time: 0.0112 (0.010326353223042714)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2591612339019775 (2.2591612339019775) | > loss_disc_real_0: 0.10419613867998123 (0.10419613867998123) | > loss_disc_real_1: 0.18865181505680084 (0.18865181505680084) | > loss_disc_real_2: 0.18823859095573425 (0.18823859095573425) | > loss_disc_real_3: 0.1831332892179489 (0.1831332892179489) | > loss_disc_real_4: 0.2562847435474396 (0.2562847435474396) | > loss_disc_real_5: 0.21800564229488373 (0.21800564229488373) | > loss_0: 2.2591612339019775 (2.2591612339019775) | > loss_gen: 2.661125659942627 (2.661125659942627) | > loss_kl: 2.2242016792297363 (2.2242016792297363) | > loss_feat: 8.406168937683105 (8.406168937683105) | > loss_mel: 13.983135223388672 (13.983135223388672) | > loss_duration: 1.7188720703125 (1.7188720703125) | > loss_1: 28.99350357055664 (28.99350357055664)  --> STEP: 1 | > loss_disc: 2.250126838684082 (2.250126838684082) | > loss_disc_real_0: 0.12949149310588837 (0.12949149310588837) | > loss_disc_real_1: 0.18609844148159027 (0.18609844148159027) | > loss_disc_real_2: 0.17731858789920807 (0.17731858789920807) | > loss_disc_real_3: 0.18479201197624207 (0.18479201197624207) | > loss_disc_real_4: 0.2412385195493698 (0.2412385195493698) | > loss_disc_real_5: 0.21493931114673615 (0.21493931114673615) | > loss_0: 2.250126838684082 (2.250126838684082) | > loss_gen: 2.640653610229492 (2.640653610229492) | > loss_kl: 2.2588748931884766 (2.2588748931884766) | > loss_feat: 8.078580856323242 (8.078580856323242) | > loss_mel: 13.397140502929688 (13.397140502929688) | > loss_duration: 1.826074242591858 (1.826074242591858) | > loss_1: 28.201324462890625 (28.201324462890625)  --> STEP: 2 | > loss_disc: 2.2795393466949463 (2.264833092689514) | > loss_disc_real_0: 0.12453462928533554 (0.12701306119561195) | > loss_disc_real_1: 0.1927286833524704 (0.18941356241703033) | > loss_disc_real_2: 0.18563447892665863 (0.18147653341293335) | > loss_disc_real_3: 0.1900528222322464 (0.18742241710424423) | > loss_disc_real_4: 0.27048754692077637 (0.2558630332350731) | > loss_disc_real_5: 0.22756750881671906 (0.2212534099817276) | > loss_0: 2.2795393466949463 (2.264833092689514) | > loss_gen: 2.7040693759918213 (2.6723614931106567) | > loss_kl: 1.8926610946655273 (2.075767993927002) | > loss_feat: 8.224530220031738 (8.15155553817749) | > loss_mel: 13.537517547607422 (13.467329025268555) | > loss_duration: 1.8573453426361084 (1.8417097926139832) | > loss_1: 28.216123580932617 (28.20872402191162)  --> STEP: 3 | > loss_disc: 2.306318521499634 (2.278661568959554) | > loss_disc_real_0: 0.12294930219650269 (0.12565847486257553) | > loss_disc_real_1: 0.18134517967700958 (0.1867241015036901) | > loss_disc_real_2: 0.1993802934885025 (0.18744445343812308) | > loss_disc_real_3: 0.20198306441307068 (0.19227596620718637) | > loss_disc_real_4: 0.24662047624588013 (0.2527821809053421) | > loss_disc_real_5: 0.2209029197692871 (0.2211365799109141) | > loss_0: 2.306318521499634 (2.278661568959554) | > loss_gen: 2.572699785232544 (2.6391409238179526) | > loss_kl: 1.9269553422927856 (2.0261637767155967) | > loss_feat: 8.007607460021973 (8.103572845458984) | > loss_mel: 13.224662780761719 (13.38644027709961) | > loss_duration: 1.8323432207107544 (1.8385876019795735) | > loss_1: 27.56427001953125 (27.993906021118164)  --> STEP: 4 | > loss_disc: 2.38246488571167 (2.304612398147583) | > loss_disc_real_0: 0.11119238287210464 (0.12204195186495781) | > loss_disc_real_1: 0.1986008584499359 (0.18969329074025154) | > loss_disc_real_2: 0.18330106139183044 (0.1864086054265499) | > loss_disc_real_3: 0.22897349298000336 (0.20145034790039062) | > loss_disc_real_4: 0.2887895107269287 (0.26178401336073875) | > loss_disc_real_5: 0.25422215461730957 (0.22940797358751297) | > loss_0: 2.38246488571167 (2.304612398147583) | > loss_gen: 2.536492109298706 (2.613478720188141) | > loss_kl: 1.952081561088562 (2.007643222808838) | > loss_feat: 8.283051490783691 (8.148442506790161) | > loss_mel: 13.320937156677246 (13.370064496994019) | > loss_duration: 1.7689523696899414 (1.8211787939071655) | > loss_1: 27.861515045166016 (27.960808277130127) --> EVAL PERFORMANCE | > avg_loader_time: 0.32669174671173096 (+0.0005419254302978516) | > avg_loss_disc: 2.304612398147583 (-0.0017897486686706543) | > avg_loss_disc_real_0: 0.12204195186495781 (-0.052066657692193985) | > avg_loss_disc_real_1: 0.18969329074025154 (-0.05101248621940613) | > avg_loss_disc_real_2: 0.1864086054265499 (+0.022018373012542725) | > avg_loss_disc_real_3: 0.20145034790039062 (-0.04382769763469696) | > avg_loss_disc_real_4: 0.26178401336073875 (-0.003125116229057312) | > avg_loss_disc_real_5: 0.22940797358751297 (-0.014348823577165604) | > avg_loss_0: 2.304612398147583 (-0.0017897486686706543) | > avg_loss_gen: 2.613478720188141 (-0.2494761347770691) | > avg_loss_kl: 2.007643222808838 (+0.009557127952575684) | > avg_loss_feat: 8.148442506790161 (-0.16242849826812744) | > avg_loss_mel: 13.370064496994019 (-0.2534327507019043) | > avg_loss_duration: 1.8211787939071655 (-0.011982053518295288) | > avg_loss_1: 27.960808277130127 (-0.6677608489990234)  > EPOCH: 421/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 15:47:58)   --> TIME: 2025-05-11 15:48:10 -- STEP: 12/725 -- GLOBAL_STEP: 351100 | > loss_disc: 2.2401504516601562 (2.244559625784556) | > loss_disc_real_0: 0.1499677151441574 (0.13822350340584913) | > loss_disc_real_1: 0.20268069207668304 (0.20032457386453947) | > loss_disc_real_2: 0.1923067718744278 (0.19207374130686125) | > loss_disc_real_3: 0.21582156419754028 (0.21411261955897012) | > loss_disc_real_4: 0.20556651055812836 (0.19870596627394357) | > loss_disc_real_5: 0.21647882461547852 (0.210142241170009) | > loss_0: 2.2401504516601562 (2.244559625784556) | > grad_norm_0: tensor(32.0085, device='cuda:0') (tensor(21.2127, device='cuda:0')) | > loss_gen: 2.6720528602600098 (2.723266045252482) | > loss_kl: 1.8085012435913086 (1.7871698538462322) | > loss_feat: 7.361947536468506 (7.99532449245453) | > loss_mel: 11.622050285339355 (12.798633416493734) | > loss_duration: 1.664416790008545 (1.6640870173772175) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.128969192504883 (26.968480904897053) | > grad_norm_1: tensor(566.4371, device='cuda:0') (tensor(406.7969, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8884 (0.8538428544998169) | > loader_time: 0.0093 (0.01031714677810669)  --> TIME: 2025-05-11 15:48:55 -- STEP: 62/725 -- GLOBAL_STEP: 351150 | > loss_disc: 2.324674606323242 (2.214502730677205) | > loss_disc_real_0: 0.12862029671669006 (0.13550705402608834) | > loss_disc_real_1: 0.1933416873216629 (0.19262644864859116) | > loss_disc_real_2: 0.19870714843273163 (0.1908048038040438) | > loss_disc_real_3: 0.21289323270320892 (0.20659584455913113) | > loss_disc_real_4: 0.20872098207473755 (0.19431844978563248) | > loss_disc_real_5: 0.23034025728702545 (0.2122383283511285) | > loss_0: 2.324674606323242 (2.214502730677205) | > grad_norm_0: tensor(16.7721, device='cuda:0') (tensor(19.5178, device='cuda:0')) | > loss_gen: 2.666975975036621 (2.7483854140004804) | > loss_kl: 1.6196768283843994 (1.7183412832598532) | > loss_feat: 7.313050270080566 (8.225249967267438) | > loss_mel: 12.229936599731445 (12.86335603652462) | > loss_duration: 1.6894863843917847 (1.6616895814095773) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.51912498474121 (27.217022157484486) | > grad_norm_1: tensor(261.2429, device='cuda:0') (tensor(353.7555, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.846 (0.8659817364908033) | > loader_time: 0.0109 (0.010600843737202308)  --> TIME: 2025-05-11 15:49:39 -- STEP: 112/725 -- GLOBAL_STEP: 351200 | > loss_disc: 2.12477707862854 (2.220198693020004) | > loss_disc_real_0: 0.10396569222211838 (0.1365470234969897) | > loss_disc_real_1: 0.15764865279197693 (0.19267249958855764) | > loss_disc_real_2: 0.18649224936962128 (0.1915941915607878) | > loss_disc_real_3: 0.20715680718421936 (0.20648242187287127) | > loss_disc_real_4: 0.214681476354599 (0.19647232150392874) | > loss_disc_real_5: 0.20667284727096558 (0.20955067447253636) | > loss_0: 2.12477707862854 (2.220198693020004) | > grad_norm_0: tensor(28.7359, device='cuda:0') (tensor(20.1192, device='cuda:0')) | > loss_gen: 2.9795970916748047 (2.749169260263442) | > loss_kl: 1.5666133165359497 (1.718047512429101) | > loss_feat: 8.855679512023926 (8.199771544763019) | > loss_mel: 14.623615264892578 (12.974488615989687) | > loss_duration: 1.6599161624908447 (1.6653257853218488) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.685420989990234 (27.306802613394602) | > grad_norm_1: tensor(378.3969, device='cuda:0') (tensor(361.8424, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.848 (0.8660870641469955) | > loader_time: 0.0106 (0.010469655905451094)  --> TIME: 2025-05-11 15:50:23 -- STEP: 162/725 -- GLOBAL_STEP: 351250 | > loss_disc: 2.231065273284912 (2.213860366079542) | > loss_disc_real_0: 0.11235536634922028 (0.1362843278933454) | > loss_disc_real_1: 0.1936890184879303 (0.1919229017731585) | > loss_disc_real_2: 0.2008633315563202 (0.19112156570693598) | > loss_disc_real_3: 0.2167404741048813 (0.20637836169313492) | > loss_disc_real_4: 0.15064162015914917 (0.19594476611158) | > loss_disc_real_5: 0.19382023811340332 (0.20784645775953928) | > loss_0: 2.231065273284912 (2.213860366079542) | > grad_norm_0: tensor(13.9066, device='cuda:0') (tensor(20.5211, device='cuda:0')) | > loss_gen: 2.8506269454956055 (2.758542574482199) | > loss_kl: 1.7989777326583862 (1.7220009131196103) | > loss_feat: 8.109538078308105 (8.201452914579415) | > loss_mel: 13.73167610168457 (12.953731330824493) | > loss_duration: 1.6151669025421143 (1.6661253534717324) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.105985641479492 (27.301853038646556) | > grad_norm_1: tensor(490.4035, device='cuda:0') (tensor(359.7273, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.85 (0.8656565789823178) | > loader_time: 0.0096 (0.010406720785447104)  --> TIME: 2025-05-11 15:51:07 -- STEP: 212/725 -- GLOBAL_STEP: 351300 | > loss_disc: 2.141327142715454 (2.2116519999953934) | > loss_disc_real_0: 0.16128745675086975 (0.13708337287436106) | > loss_disc_real_1: 0.19710929691791534 (0.19194046429024558) | > loss_disc_real_2: 0.20329786837100983 (0.19091997070694872) | > loss_disc_real_3: 0.19955453276634216 (0.20667949136135708) | > loss_disc_real_4: 0.19791749119758606 (0.19596347676695522) | > loss_disc_real_5: 0.17750348150730133 (0.20652891055874104) | > loss_0: 2.141327142715454 (2.2116519999953934) | > grad_norm_0: tensor(16.9409, device='cuda:0') (tensor(21.2690, device='cuda:0')) | > loss_gen: 2.786907434463501 (2.764535475451991) | > loss_kl: 1.6358882188796997 (1.7287747308893024) | > loss_feat: 8.62289810180664 (8.225820696578836) | > loss_mel: 13.001408576965332 (12.956216416268983) | > loss_duration: 1.6883876323699951 (1.6666007272477419) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.735488891601562 (27.34194806836686) | > grad_norm_1: tensor(364.4121, device='cuda:0') (tensor(365.6531, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8694 (0.8689928347209714) | > loader_time: 0.0113 (0.010342926349280012)  --> TIME: 2025-05-11 15:51:51 -- STEP: 262/725 -- GLOBAL_STEP: 351350 | > loss_disc: 2.2716360092163086 (2.2032610023294694) | > loss_disc_real_0: 0.17420698702335358 (0.13628043598346118) | > loss_disc_real_1: 0.19492000341415405 (0.19100150659339124) | > loss_disc_real_2: 0.19640715420246124 (0.18998275663106498) | > loss_disc_real_3: 0.22222350537776947 (0.2060302097833793) | > loss_disc_real_4: 0.201778382062912 (0.1956522046723439) | > loss_disc_real_5: 0.2421746850013733 (0.20646966760622637) | > loss_0: 2.2716360092163086 (2.2032610023294694) | > grad_norm_0: tensor(30.4074, device='cuda:0') (tensor(21.4847, device='cuda:0')) | > loss_gen: 2.5806286334991455 (2.771566440130918) | > loss_kl: 1.7962247133255005 (1.7296780943870544) | > loss_feat: 7.388818264007568 (8.264331921366338) | > loss_mel: 11.93367862701416 (12.978203722538842) | > loss_duration: 1.6726694107055664 (1.6672796948265483) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.372020721435547 (27.41105992557438) | > grad_norm_1: tensor(447.5699, device='cuda:0') (tensor(373.6244, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8866 (0.8680819691592501) | > loader_time: 0.0109 (0.010324010412201623)  --> TIME: 2025-05-11 15:52:35 -- STEP: 312/725 -- GLOBAL_STEP: 351400 | > loss_disc: 2.1088454723358154 (2.202814207245141) | > loss_disc_real_0: 0.1097504049539566 (0.13642186413590712) | > loss_disc_real_1: 0.1970551460981369 (0.19088439079813474) | > loss_disc_real_2: 0.17837071418762207 (0.1897712027988372) | > loss_disc_real_3: 0.1995212733745575 (0.20573015979085207) | > loss_disc_real_4: 0.1640882045030594 (0.19528018769163355) | > loss_disc_real_5: 0.1989157348871231 (0.206607189316016) | > loss_0: 2.1088454723358154 (2.202814207245141) | > grad_norm_0: tensor(28.1094, device='cuda:0') (tensor(22.2574, device='cuda:0')) | > loss_gen: 2.783496379852295 (2.776909925234623) | > loss_kl: 1.7878997325897217 (1.7268341023188372) | > loss_feat: 8.91335678100586 (8.281528968077442) | > loss_mel: 13.429116249084473 (12.986588371105682) | > loss_duration: 1.658663034439087 (1.6667105731291652) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.572532653808594 (27.43857200329121) | > grad_norm_1: tensor(525.7558, device='cuda:0') (tensor(383.5764, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8509 (0.8673445498331999) | > loader_time: 0.0101 (0.010320773491492635)  --> TIME: 2025-05-11 15:53:19 -- STEP: 362/725 -- GLOBAL_STEP: 351450 | > loss_disc: 2.132314920425415 (2.2025458750145197) | > loss_disc_real_0: 0.12010779976844788 (0.13645947057733224) | > loss_disc_real_1: 0.20282678306102753 (0.19072113523661105) | > loss_disc_real_2: 0.2148759812116623 (0.1895901390366791) | > loss_disc_real_3: 0.22480358183383942 (0.205469644530702) | > loss_disc_real_4: 0.17429757118225098 (0.19528011845949605) | > loss_disc_real_5: 0.2004261165857315 (0.20686598739571335) | > loss_0: 2.132314920425415 (2.2025458750145197) | > grad_norm_0: tensor(12.9225, device='cuda:0') (tensor(21.6489, device='cuda:0')) | > loss_gen: 2.9565696716308594 (2.773804596115869) | > loss_kl: 1.7917048931121826 (1.7304168784815963) | > loss_feat: 9.40496826171875 (8.27330783980986) | > loss_mel: 14.293869972229004 (12.96697965379578) | > loss_duration: 1.6153918504714966 (1.6661057409660596) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.0625057220459 (27.410614772396197) | > grad_norm_1: tensor(313.1500, device='cuda:0') (tensor(367.6524, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8405 (0.8672081179381734) | > loader_time: 0.0099 (0.01032277694723224)  --> TIME: 2025-05-11 15:54:03 -- STEP: 412/725 -- GLOBAL_STEP: 351500 | > loss_disc: 2.344768524169922 (2.1982917915848845) | > loss_disc_real_0: 0.11566352099180222 (0.13562243194907037) | > loss_disc_real_1: 0.21403098106384277 (0.190481327293278) | > loss_disc_real_2: 0.18537528812885284 (0.1892422935337696) | > loss_disc_real_3: 0.22359101474285126 (0.20516277176951897) | > loss_disc_real_4: 0.19639641046524048 (0.1950179521464607) | > loss_disc_real_5: 0.1894921064376831 (0.206509717061971) | > loss_0: 2.344768524169922 (2.1982917915848845) | > grad_norm_0: tensor(7.7728, device='cuda:0') (tensor(21.3959, device='cuda:0')) | > loss_gen: 2.51042103767395 (2.777952846971529) | > loss_kl: 1.8103489875793457 (1.7304348155711462) | > loss_feat: 7.669825553894043 (8.306884582760265) | > loss_mel: 12.516214370727539 (13.000033223513261) | > loss_duration: 1.6750143766403198 (1.6664933353951836) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.181825637817383 (27.48179887104961) | > grad_norm_1: tensor(103.4322, device='cuda:0') (tensor(370.4450, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8795 (0.8665372029091548) | > loader_time: 0.0096 (0.010309549211298374)  --> TIME: 2025-05-11 15:54:47 -- STEP: 462/725 -- GLOBAL_STEP: 351550 | > loss_disc: 2.226836681365967 (2.197625576417682) | > loss_disc_real_0: 0.13182491064071655 (0.13569864829058773) | > loss_disc_real_1: 0.245798259973526 (0.19066289131775566) | > loss_disc_real_2: 0.20634856820106506 (0.1891840233818277) | > loss_disc_real_3: 0.2241518199443817 (0.2049220963602974) | > loss_disc_real_4: 0.17556370794773102 (0.19486437470236898) | > loss_disc_real_5: 0.21051965653896332 (0.20649687645884304) | > loss_0: 2.226836681365967 (2.197625576417682) | > grad_norm_0: tensor(28.2646, device='cuda:0') (tensor(21.5859, device='cuda:0')) | > loss_gen: 2.926321506500244 (2.778827700780066) | > loss_kl: 1.6135220527648926 (1.729855992319264) | > loss_feat: 8.425148963928223 (8.315204342722376) | > loss_mel: 13.33951187133789 (13.008091069919207) | > loss_duration: 1.7046983242034912 (1.6665764595523027) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.00920295715332 (27.498555625155895) | > grad_norm_1: tensor(490.2063, device='cuda:0') (tensor(370.2910, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8116 (0.8658109516292424) | > loader_time: 0.0101 (0.010305320029650927)  --> TIME: 2025-05-11 15:55:31 -- STEP: 512/725 -- GLOBAL_STEP: 351600 | > loss_disc: 2.1836724281311035 (2.2003647696692488) | > loss_disc_real_0: 0.1447826772928238 (0.13572409124753906) | > loss_disc_real_1: 0.17008915543556213 (0.19094383381889204) | > loss_disc_real_2: 0.1928487867116928 (0.18927583700860848) | > loss_disc_real_3: 0.18580469489097595 (0.2050819360592868) | > loss_disc_real_4: 0.16070786118507385 (0.19504907412920147) | > loss_disc_real_5: 0.20948223769664764 (0.20714560960186645) | > loss_0: 2.1836724281311035 (2.2003647696692488) | > grad_norm_0: tensor(19.2305, device='cuda:0') (tensor(21.6754, device='cuda:0')) | > loss_gen: 2.7240378856658936 (2.7742294627241777) | > loss_kl: 1.8490562438964844 (1.7289618938229978) | > loss_feat: 8.015596389770508 (8.29863060358912) | > loss_mel: 12.379474639892578 (12.998193833976984) | > loss_duration: 1.6071720123291016 (1.6675851275213065) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.575336456298828 (27.46760100871325) | > grad_norm_1: tensor(381.4426, device='cuda:0') (tensor(371.4337, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8568 (0.8655564822256565) | > loader_time: 0.0101 (0.010333570186048743)  --> TIME: 2025-05-11 15:56:15 -- STEP: 562/725 -- GLOBAL_STEP: 351650 | > loss_disc: 2.1852831840515137 (2.1986099046744485) | > loss_disc_real_0: 0.10498655587434769 (0.13556442771677024) | > loss_disc_real_1: 0.1680820733308792 (0.19064307971144911) | > loss_disc_real_2: 0.1949843168258667 (0.18918014564335978) | > loss_disc_real_3: 0.21626053750514984 (0.2050896931002149) | > loss_disc_real_4: 0.16566498577594757 (0.19490929409278243) | > loss_disc_real_5: 0.193630188703537 (0.20690634451620943) | > loss_0: 2.1852831840515137 (2.1986099046744485) | > grad_norm_0: tensor(12.0309, device='cuda:0') (tensor(21.5865, device='cuda:0')) | > loss_gen: 2.8915154933929443 (2.7750788922835916) | > loss_kl: 1.6886013746261597 (1.7279404900252184) | > loss_feat: 9.126808166503906 (8.296735257864848) | > loss_mel: 12.924449920654297 (13.000187393609316) | > loss_duration: 1.6366642713546753 (1.667347624420696) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.26803970336914 (27.46728972438392) | > grad_norm_1: tensor(378.2995, device='cuda:0') (tensor(373.0902, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.9046 (0.8660958848389867) | > loader_time: 0.011 (0.01033366914321519)  --> TIME: 2025-05-11 15:56:59 -- STEP: 612/725 -- GLOBAL_STEP: 351700 | > loss_disc: 2.19870662689209 (2.199754139956306) | > loss_disc_real_0: 0.12419427931308746 (0.13576408233371837) | > loss_disc_real_1: 0.20485332608222961 (0.19065839526992223) | > loss_disc_real_2: 0.21464121341705322 (0.18922891582246698) | > loss_disc_real_3: 0.1953241229057312 (0.20510127999229386) | > loss_disc_real_4: 0.19829076528549194 (0.1950789678573998) | > loss_disc_real_5: 0.2050035297870636 (0.20712434164449273) | > loss_0: 2.19870662689209 (2.199754139956306) | > grad_norm_0: tensor(32.0704, device='cuda:0') (tensor(21.8751, device='cuda:0')) | > loss_gen: 2.6007652282714844 (2.7733850595997804) | > loss_kl: 1.5658847093582153 (1.7268432900796535) | > loss_feat: 7.219340801239014 (8.280943543303243) | > loss_mel: 12.272807121276855 (12.992612793554672) | > loss_duration: 1.5988969802856445 (1.6669228729469325) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.257694244384766 (27.440707618114995) | > grad_norm_1: tensor(513.7291, device='cuda:0') (tensor(375.6947, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8386 (0.8662961117582384) | > loader_time: 0.0089 (0.010315957412221067)  --> TIME: 2025-05-11 15:57:43 -- STEP: 662/725 -- GLOBAL_STEP: 351750 | > loss_disc: 2.2517614364624023 (2.200290853883565) | > loss_disc_real_0: 0.14283086359500885 (0.13529907563121676) | > loss_disc_real_1: 0.1900918185710907 (0.19076376806753295) | > loss_disc_real_2: 0.18673785030841827 (0.1892726705423655) | > loss_disc_real_3: 0.19180536270141602 (0.20523552369225073) | > loss_disc_real_4: 0.23157033324241638 (0.19511265809622425) | > loss_disc_real_5: 0.1933557540178299 (0.20738300343474583) | > loss_0: 2.2517614364624023 (2.200290853883565) | > grad_norm_0: tensor(18.5743, device='cuda:0') (tensor(21.8077, device='cuda:0')) | > loss_gen: 2.513864278793335 (2.773583552268335) | > loss_kl: 1.6750112771987915 (1.7252644597583673) | > loss_feat: 7.353107929229736 (8.273933314844923) | > loss_mel: 11.912932395935059 (12.992611694912181) | > loss_duration: 1.6759071350097656 (1.6671541614114698) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.130823135375977 (27.432547235056713) | > grad_norm_1: tensor(422.6392, device='cuda:0') (tensor(378.3773, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8902 (0.8657397561202956) | > loader_time: 0.0102 (0.010309444813569857)  --> TIME: 2025-05-11 15:58:27 -- STEP: 712/725 -- GLOBAL_STEP: 351800 | > loss_disc: 2.1358518600463867 (2.1999625114912393) | > loss_disc_real_0: 0.11464610695838928 (0.13523402191656714) | > loss_disc_real_1: 0.18023987114429474 (0.1906492452063923) | > loss_disc_real_2: 0.17785871028900146 (0.1891864724457264) | > loss_disc_real_3: 0.16707956790924072 (0.20521420098087773) | > loss_disc_real_4: 0.1968628317117691 (0.1951050181778965) | > loss_disc_real_5: 0.20908606052398682 (0.2073692453167076) | > loss_0: 2.1358518600463867 (2.1999625114912393) | > grad_norm_0: tensor(18.3987, device='cuda:0') (tensor(21.8414, device='cuda:0')) | > loss_gen: 2.824260950088501 (2.7741847557298223) | > loss_kl: 1.8666677474975586 (1.7227180338977435) | > loss_feat: 8.209639549255371 (8.276678290929683) | > loss_mel: 13.113715171813965 (12.989096732621787) | > loss_duration: 1.6554431915283203 (1.6665977284814535) | > amp_scaler: 256.0 (265.3483146067415) | > loss_1: 27.66972541809082 (27.429275595739988) | > grad_norm_1: tensor(448.6909, device='cuda:0') (tensor(379.9309, device='cuda:0')) | > current_lr_0: 0.00018974652019445104 | > current_lr_1: 0.00018974652019445104 | > step_time: 0.8324 (0.8654666208149342) | > loader_time: 0.0098 (0.0102984406305163)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1403872966766357 (2.1403872966766357) | > loss_disc_real_0: 0.13849754631519318 (0.13849754631519318) | > loss_disc_real_1: 0.198878213763237 (0.198878213763237) | > loss_disc_real_2: 0.17145292460918427 (0.17145292460918427) | > loss_disc_real_3: 0.26003211736679077 (0.26003211736679077) | > loss_disc_real_4: 0.25014254450798035 (0.25014254450798035) | > loss_disc_real_5: 0.20126017928123474 (0.20126017928123474) | > loss_0: 2.1403872966766357 (2.1403872966766357) | > loss_gen: 2.9414846897125244 (2.9414846897125244) | > loss_kl: 2.121145248413086 (2.121145248413086) | > loss_feat: 9.245328903198242 (9.245328903198242) | > loss_mel: 14.071171760559082 (14.071171760559082) | > loss_duration: 1.7256817817687988 (1.7256817817687988) | > loss_1: 30.10481071472168 (30.10481071472168)  --> STEP: 1 | > loss_disc: 2.251648426055908 (2.251648426055908) | > loss_disc_real_0: 0.15075068175792694 (0.15075068175792694) | > loss_disc_real_1: 0.20233553647994995 (0.20233553647994995) | > loss_disc_real_2: 0.17848175764083862 (0.17848175764083862) | > loss_disc_real_3: 0.2678340971469879 (0.2678340971469879) | > loss_disc_real_4: 0.24501380324363708 (0.24501380324363708) | > loss_disc_real_5: 0.2352011352777481 (0.2352011352777481) | > loss_0: 2.251648426055908 (2.251648426055908) | > loss_gen: 2.823551893234253 (2.823551893234253) | > loss_kl: 2.1331095695495605 (2.1331095695495605) | > loss_feat: 7.68819522857666 (7.68819522857666) | > loss_mel: 12.09294319152832 (12.09294319152832) | > loss_duration: 1.843817114830017 (1.843817114830017) | > loss_1: 26.581615447998047 (26.581615447998047)  --> STEP: 2 | > loss_disc: 2.228348731994629 (2.2399985790252686) | > loss_disc_real_0: 0.1649990975856781 (0.15787488967180252) | > loss_disc_real_1: 0.2059655785560608 (0.20415055751800537) | > loss_disc_real_2: 0.18006080389022827 (0.17927128076553345) | > loss_disc_real_3: 0.2770746648311615 (0.2724543809890747) | > loss_disc_real_4: 0.23863302171230316 (0.24182341247797012) | > loss_disc_real_5: 0.21298839151859283 (0.22409476339817047) | > loss_0: 2.228348731994629 (2.2399985790252686) | > loss_gen: 2.842661142349243 (2.833106517791748) | > loss_kl: 1.845565676689148 (1.9893376231193542) | > loss_feat: 7.7523956298828125 (7.720295429229736) | > loss_mel: 13.448904037475586 (12.770923614501953) | > loss_duration: 1.877711296081543 (1.86076420545578) | > loss_1: 27.76723861694336 (27.174427032470703)  --> STEP: 3 | > loss_disc: 2.187248706817627 (2.222415288289388) | > loss_disc_real_0: 0.1375204473733902 (0.15109007557233176) | > loss_disc_real_1: 0.2046366035938263 (0.20431257287661234) | > loss_disc_real_2: 0.16096128523349762 (0.17316794892152151) | > loss_disc_real_3: 0.27780014276504517 (0.2742363015810649) | > loss_disc_real_4: 0.2657807171344757 (0.24980918069680533) | > loss_disc_real_5: 0.23823893070220947 (0.22880948583285013) | > loss_0: 2.187248706817627 (2.222415288289388) | > loss_gen: 2.985936403274536 (2.8840498129526773) | > loss_kl: 2.190519094467163 (2.056398113568624) | > loss_feat: 9.16899585723877 (8.203195571899414) | > loss_mel: 14.879495620727539 (13.473780949910482) | > loss_duration: 1.8611730337142944 (1.8609004815419514) | > loss_1: 31.08612060546875 (28.47832489013672)  --> STEP: 4 | > loss_disc: 2.452953815460205 (2.2800499200820923) | > loss_disc_real_0: 0.1807480752468109 (0.15850457549095154) | > loss_disc_real_1: 0.2277984321117401 (0.2101840376853943) | > loss_disc_real_2: 0.18459424376487732 (0.17602452263236046) | > loss_disc_real_3: 0.2971295416355133 (0.27995961159467697) | > loss_disc_real_4: 0.2643429934978485 (0.2534426338970661) | > loss_disc_real_5: 0.3086210787296295 (0.24876238405704498) | > loss_0: 2.452953815460205 (2.2800499200820923) | > loss_gen: 2.7851951122283936 (2.8593361377716064) | > loss_kl: 1.9174325466156006 (2.021656721830368) | > loss_feat: 6.8392839431762695 (7.862217664718628) | > loss_mel: 11.911032676696777 (13.083093881607056) | > loss_duration: 1.7792201042175293 (1.840480387210846) | > loss_1: 25.23216438293457 (27.66678476333618) --> EVAL PERFORMANCE | > avg_loader_time: 0.3260118365287781 (-0.0006799101829528809) | > avg_loss_disc: 2.2800499200820923 (-0.024562478065490723) | > avg_loss_disc_real_0: 0.15850457549095154 (+0.03646262362599373) | > avg_loss_disc_real_1: 0.2101840376853943 (+0.020490746945142746) | > avg_loss_disc_real_2: 0.17602452263236046 (-0.010384082794189453) | > avg_loss_disc_real_3: 0.27995961159467697 (+0.07850926369428635) | > avg_loss_disc_real_4: 0.2534426338970661 (-0.008341379463672638) | > avg_loss_disc_real_5: 0.24876238405704498 (+0.019354410469532013) | > avg_loss_0: 2.2800499200820923 (-0.024562478065490723) | > avg_loss_gen: 2.8593361377716064 (+0.24585741758346558) | > avg_loss_kl: 2.021656721830368 (+0.014013499021530151) | > avg_loss_feat: 7.862217664718628 (-0.2862248420715332) | > avg_loss_mel: 13.083093881607056 (-0.2869706153869629) | > avg_loss_duration: 1.840480387210846 (+0.01930159330368042) | > avg_loss_1: 27.66678476333618 (-0.2940235137939453)  > EPOCH: 422/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 15:58:45)   --> TIME: 2025-05-11 15:59:19 -- STEP: 37/725 -- GLOBAL_STEP: 351850 | > loss_disc: 2.1166653633117676 (2.2078713726353008) | > loss_disc_real_0: 0.13135689496994019 (0.13717993973074732) | > loss_disc_real_1: 0.1947687566280365 (0.192923138270507) | > loss_disc_real_2: 0.16807495057582855 (0.18547590358837232) | > loss_disc_real_3: 0.19068549573421478 (0.20450026199624344) | > loss_disc_real_4: 0.18645894527435303 (0.19729049101069168) | > loss_disc_real_5: 0.20248591899871826 (0.20682063134940895) | > loss_0: 2.1166653633117676 (2.2078713726353008) | > grad_norm_0: tensor(17.3839, device='cuda:0') (tensor(23.5502, device='cuda:0')) | > loss_gen: 2.8016154766082764 (2.777369692518904) | > loss_kl: 1.619309663772583 (1.7628323709642566) | > loss_feat: 8.699178695678711 (8.26981699144518) | > loss_mel: 12.779891967773438 (12.96843062220393) | > loss_duration: 1.6686410903930664 (1.6662741996146537) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.56863784790039 (27.444724005621833) | > grad_norm_1: tensor(395.6357, device='cuda:0') (tensor(437.6905, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.858 (0.866167790180928) | > loader_time: 0.0108 (0.010884252754417626)  --> TIME: 2025-05-11 16:00:03 -- STEP: 87/725 -- GLOBAL_STEP: 351900 | > loss_disc: 2.350435972213745 (2.205983118079175) | > loss_disc_real_0: 0.21103930473327637 (0.13685346197807932) | > loss_disc_real_1: 0.18367831408977509 (0.1932165009536962) | > loss_disc_real_2: 0.20455245673656464 (0.18898567934145874) | > loss_disc_real_3: 0.206758052110672 (0.20483638740133966) | > loss_disc_real_4: 0.21875758469104767 (0.1947208219903639) | > loss_disc_real_5: 0.2233448475599289 (0.20527071891159848) | > loss_0: 2.350435972213745 (2.205983118079175) | > grad_norm_0: tensor(30.5753, device='cuda:0') (tensor(22.6928, device='cuda:0')) | > loss_gen: 2.597959518432617 (2.7665980492515123) | > loss_kl: 1.7234339714050293 (1.732582337554844) | > loss_feat: 6.850790023803711 (8.178743696760858) | > loss_mel: 12.240248680114746 (12.990722700097095) | > loss_duration: 1.6384124755859375 (1.6689870138277954) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.050844192504883 (27.337633900258734) | > grad_norm_1: tensor(399.7918, device='cuda:0') (tensor(431.5875, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8424 (0.8661960130450369) | > loader_time: 0.0096 (0.010866247374435947)  --> TIME: 2025-05-11 16:00:48 -- STEP: 137/725 -- GLOBAL_STEP: 351950 | > loss_disc: 2.0702998638153076 (2.1973407198912907) | > loss_disc_real_0: 0.10787569731473923 (0.13640952909732393) | > loss_disc_real_1: 0.17473503947257996 (0.1913863259510402) | > loss_disc_real_2: 0.17813627421855927 (0.18872783958476824) | > loss_disc_real_3: 0.2009018063545227 (0.20500288229354105) | > loss_disc_real_4: 0.18560883402824402 (0.19446520583472982) | > loss_disc_real_5: 0.17942464351654053 (0.20458966798155848) | > loss_0: 2.0702998638153076 (2.1973407198912907) | > grad_norm_0: tensor(16.4922, device='cuda:0') (tensor(23.5089, device='cuda:0')) | > loss_gen: 2.860497236251831 (2.7902805840011933) | > loss_kl: 1.873514175415039 (1.7294094501620663) | > loss_feat: 9.130216598510742 (8.300706957378527) | > loss_mel: 13.234736442565918 (13.032413510510521) | > loss_duration: 1.6720715761184692 (1.6691249243534394) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.77103614807129 (27.52193548383504) | > grad_norm_1: tensor(302.5411, device='cuda:0') (tensor(427.5982, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8354 (0.8673558531016329) | > loader_time: 0.0101 (0.010853654276715575)  --> TIME: 2025-05-11 16:01:32 -- STEP: 187/725 -- GLOBAL_STEP: 352000 | > loss_disc: 2.2099056243896484 (2.19789671387902) | > loss_disc_real_0: 0.1442352682352066 (0.13611325928393542) | > loss_disc_real_1: 0.1834096908569336 (0.19079627694293133) | > loss_disc_real_2: 0.1853817105293274 (0.1887515248621212) | > loss_disc_real_3: 0.17499539256095886 (0.20540689928008918) | > loss_disc_real_4: 0.1994038224220276 (0.19398971515543306) | > loss_disc_real_5: 0.21163329482078552 (0.20552415715500633) | > loss_0: 2.2099056243896484 (2.19789671387902) | > grad_norm_0: tensor(15.2898, device='cuda:0') (tensor(23.1121, device='cuda:0')) | > loss_gen: 2.8354454040527344 (2.786460032437576) | > loss_kl: 1.5629395246505737 (1.7125832843270532) | > loss_feat: 8.70475959777832 (8.296807554316398) | > loss_mel: 14.034337997436523 (13.013157941440845) | > loss_duration: 1.6892462968826294 (1.6698006155656626) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.82672882080078 (27.478809448486977) | > grad_norm_1: tensor(218.6465, device='cuda:0') (tensor(413.2849, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.867 (0.8694177120127142) | > loader_time: 0.0102 (0.010913387339382881) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_352000.pth  --> TIME: 2025-05-11 16:02:19 -- STEP: 237/725 -- GLOBAL_STEP: 352050 | > loss_disc: 2.0323166847229004 (2.1975740350248456) | > loss_disc_real_0: 0.13220086693763733 (0.13591689166891938) | > loss_disc_real_1: 0.18254151940345764 (0.19056314852418774) | > loss_disc_real_2: 0.20337708294391632 (0.1890003564865781) | > loss_disc_real_3: 0.20723754167556763 (0.20534227587251228) | > loss_disc_real_4: 0.189448744058609 (0.1943949819994374) | > loss_disc_real_5: 0.17506445944309235 (0.20592155845104892) | > loss_0: 2.0323166847229004 (2.1975740350248456) | > grad_norm_0: tensor(22.9931, device='cuda:0') (tensor(22.1188, device='cuda:0')) | > loss_gen: 3.0076100826263428 (2.780083523520942) | > loss_kl: 1.9070545434951782 (1.7184344499926023) | > loss_feat: 9.218003273010254 (8.285351477594817) | > loss_mel: 14.295795440673828 (12.986148608887747) | > loss_duration: 1.6335322856903076 (1.6682326657862607) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.061994552612305 (27.438250714716524) | > grad_norm_1: tensor(376.3226, device='cuda:0') (tensor(397.9717, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8455 (0.8689967851598555) | > loader_time: 0.0123 (0.010874631535654829)  --> TIME: 2025-05-11 16:03:02 -- STEP: 287/725 -- GLOBAL_STEP: 352100 | > loss_disc: 2.2683064937591553 (2.1964349252421695) | > loss_disc_real_0: 0.12752138078212738 (0.1351130878364584) | > loss_disc_real_1: 0.1968480944633484 (0.19044970235550437) | > loss_disc_real_2: 0.20264126360416412 (0.18884637411878508) | > loss_disc_real_3: 0.21205958724021912 (0.20511397548045854) | > loss_disc_real_4: 0.20450715720653534 (0.19452242200175218) | > loss_disc_real_5: 0.219527930021286 (0.2064983212366337) | > loss_0: 2.2683064937591553 (2.1964349252421695) | > grad_norm_0: tensor(22.7455, device='cuda:0') (tensor(21.7716, device='cuda:0')) | > loss_gen: 2.5489094257354736 (2.7755974443947404) | > loss_kl: 1.7545809745788574 (1.7123882076881491) | > loss_feat: 8.261544227600098 (8.265400140543013) | > loss_mel: 12.829642295837402 (12.949485353476497) | > loss_duration: 1.6814974546432495 (1.6679849724321003) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.076175689697266 (27.370856095689515) | > grad_norm_1: tensor(273.1739, device='cuda:0') (tensor(393.8375, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8223 (0.8673258774787291) | > loader_time: 0.0098 (0.01084603249819021)  --> TIME: 2025-05-11 16:03:46 -- STEP: 337/725 -- GLOBAL_STEP: 352150 | > loss_disc: 2.118964910507202 (2.1931211598195404) | > loss_disc_real_0: 0.08946572244167328 (0.13482673054986616) | > loss_disc_real_1: 0.20403438806533813 (0.1899452957183741) | > loss_disc_real_2: 0.19917498528957367 (0.18867603249472048) | > loss_disc_real_3: 0.20075009763240814 (0.20471746392702858) | > loss_disc_real_4: 0.18957340717315674 (0.19461719430872515) | > loss_disc_real_5: 0.2018485814332962 (0.20594960977309543) | > loss_0: 2.118964910507202 (2.1931211598195404) | > grad_norm_0: tensor(14.2150, device='cuda:0') (tensor(21.8477, device='cuda:0')) | > loss_gen: 2.9875001907348633 (2.781045524585849) | > loss_kl: 1.7257425785064697 (1.7130565554876362) | > loss_feat: 9.256648063659668 (8.296506962365847) | > loss_mel: 13.849143981933594 (12.956578305637803) | > loss_duration: 1.6406402587890625 (1.6674326594576288) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.459674835205078 (27.4146199665013) | > grad_norm_1: tensor(470.1197, device='cuda:0') (tensor(396.0758, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.9028 (0.8668436643277856) | > loader_time: 0.0105 (0.01076921511120895)  --> TIME: 2025-05-11 16:04:31 -- STEP: 387/725 -- GLOBAL_STEP: 352200 | > loss_disc: 2.218961715698242 (2.191062084772176) | > loss_disc_real_0: 0.12484727799892426 (0.1345604111365879) | > loss_disc_real_1: 0.21287471055984497 (0.1896917471512959) | > loss_disc_real_2: 0.18571136891841888 (0.18838228859026618) | > loss_disc_real_3: 0.17315508425235748 (0.2046109263518061) | > loss_disc_real_4: 0.1796172708272934 (0.19435305296604632) | > loss_disc_real_5: 0.21121765673160553 (0.20619891491509232) | > loss_0: 2.218961715698242 (2.191062084772176) | > grad_norm_0: tensor(29.5426, device='cuda:0') (tensor(21.6573, device='cuda:0')) | > loss_gen: 2.6645989418029785 (2.7836987713510677) | > loss_kl: 1.557446837425232 (1.7167019104772765) | > loss_feat: 7.575078010559082 (8.316627730386813) | > loss_mel: 12.459589004516602 (12.984535407034311) | > loss_duration: 1.7538385391235352 (1.6673205872222745) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.01055145263672 (27.468884401543196) | > grad_norm_1: tensor(519.2545, device='cuda:0') (tensor(390.2519, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.891 (0.867014360674284) | > loader_time: 0.0101 (0.01074535101267102)  --> TIME: 2025-05-11 16:05:15 -- STEP: 437/725 -- GLOBAL_STEP: 352250 | > loss_disc: 2.217036008834839 (2.1930467201315853) | > loss_disc_real_0: 0.11219388991594315 (0.13516876827797583) | > loss_disc_real_1: 0.17621290683746338 (0.18993354392679107) | > loss_disc_real_2: 0.18251366913318634 (0.18815215784434056) | > loss_disc_real_3: 0.20463834702968597 (0.20463185012340557) | > loss_disc_real_4: 0.18719661235809326 (0.1946159239423629) | > loss_disc_real_5: 0.2226751148700714 (0.20610301128377637) | > loss_0: 2.217036008834839 (2.1930467201315853) | > grad_norm_0: tensor(15.4317, device='cuda:0') (tensor(21.6892, device='cuda:0')) | > loss_gen: 2.6719229221343994 (2.7836875419049294) | > loss_kl: 1.4683316946029663 (1.714738003449255) | > loss_feat: 8.625513076782227 (8.311527433329918) | > loss_mel: 12.382403373718262 (12.949711941472454) | > loss_duration: 1.6365455389022827 (1.6673038840566676) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.78471565246582 (27.42696878184443) | > grad_norm_1: tensor(359.8492, device='cuda:0') (tensor(392.2878, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.907 (0.8672644388211946) | > loader_time: 0.0116 (0.010727547944546834)  --> TIME: 2025-05-11 16:05:59 -- STEP: 487/725 -- GLOBAL_STEP: 352300 | > loss_disc: 2.178783893585205 (2.19300995103143) | > loss_disc_real_0: 0.1537506878376007 (0.13518660474239683) | > loss_disc_real_1: 0.17956200242042542 (0.18981517955385432) | > loss_disc_real_2: 0.19079552590847015 (0.18814646454195227) | > loss_disc_real_3: 0.2146654725074768 (0.20462111305651978) | > loss_disc_real_4: 0.18261586129665375 (0.19463303168084337) | > loss_disc_real_5: 0.1776982843875885 (0.20608206445186786) | > loss_0: 2.178783893585205 (2.19300995103143) | > grad_norm_0: tensor(17.0528, device='cuda:0') (tensor(21.6160, device='cuda:0')) | > loss_gen: 2.67551589012146 (2.7808189147306908) | > loss_kl: 1.7630939483642578 (1.7114196024391446) | > loss_feat: 8.09952163696289 (8.297713203351845) | > loss_mel: 12.104639053344727 (12.931990398273822) | > loss_duration: 1.643186330795288 (1.6675074029507335) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.28595733642578 (27.389449505345777) | > grad_norm_1: tensor(308.5705, device='cuda:0') (tensor(387.9065, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8417 (0.8673764229799933) | > loader_time: 0.0097 (0.01069211519229583)  --> TIME: 2025-05-11 16:06:43 -- STEP: 537/725 -- GLOBAL_STEP: 352350 | > loss_disc: 2.1634459495544434 (2.195415621363252) | > loss_disc_real_0: 0.12663652002811432 (0.13526832957507515) | > loss_disc_real_1: 0.17929589748382568 (0.18999486911896216) | > loss_disc_real_2: 0.21349801123142242 (0.18838883894781835) | > loss_disc_real_3: 0.19907085597515106 (0.20480491584461724) | > loss_disc_real_4: 0.170869380235672 (0.19467327356671482) | > loss_disc_real_5: 0.1832386702299118 (0.20671185715127482) | > loss_0: 2.1634459495544434 (2.195415621363252) | > grad_norm_0: tensor(13.3249, device='cuda:0') (tensor(21.0655, device='cuda:0')) | > loss_gen: 2.800170421600342 (2.7763404877270186) | > loss_kl: 1.6674516201019287 (1.716317839240673) | > loss_feat: 9.172565460205078 (8.28302958646522) | > loss_mel: 13.789475440979004 (12.927735749569687) | > loss_duration: 1.6889547109603882 (1.6681509655059163) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.118619918823242 (27.371574629174486) | > grad_norm_1: tensor(504.3986, device='cuda:0') (tensor(378.2558, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8757 (0.8673256162824577) | > loader_time: 0.0104 (0.010644910055831822)  --> TIME: 2025-05-11 16:07:27 -- STEP: 587/725 -- GLOBAL_STEP: 352400 | > loss_disc: 2.2711379528045654 (2.194337639329382) | > loss_disc_real_0: 0.1738259643316269 (0.135156420936881) | > loss_disc_real_1: 0.22122962772846222 (0.1900324667637352) | > loss_disc_real_2: 0.19642794132232666 (0.18839059968112484) | > loss_disc_real_3: 0.18387271463871002 (0.20495536441088144) | > loss_disc_real_4: 0.19905614852905273 (0.19463164347907744) | > loss_disc_real_5: 0.21123549342155457 (0.20642413353798136) | > loss_0: 2.2711379528045654 (2.194337639329382) | > grad_norm_0: tensor(16.1928, device='cuda:0') (tensor(21.3190, device='cuda:0')) | > loss_gen: 2.719639778137207 (2.780414690150923) | > loss_kl: 1.6181296110153198 (1.7153180774675731) | > loss_feat: 7.366673469543457 (8.303975294558313) | > loss_mel: 11.847031593322754 (12.954341371786459) | > loss_duration: 1.657719373703003 (1.6677072161913329) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.20919418334961 (27.42175666965049) | > grad_norm_1: tensor(365.8508, device='cuda:0') (tensor(379.8214, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8569 (0.8670696509554601) | > loader_time: 0.0096 (0.01064106106148871)  --> TIME: 2025-05-11 16:08:11 -- STEP: 637/725 -- GLOBAL_STEP: 352450 | > loss_disc: 2.084214210510254 (2.193984223684675) | > loss_disc_real_0: 0.12400759756565094 (0.13510947427719694) | > loss_disc_real_1: 0.16079410910606384 (0.1900631365727405) | > loss_disc_real_2: 0.16706937551498413 (0.1883870148490325) | > loss_disc_real_3: 0.17520445585250854 (0.20486307111415253) | > loss_disc_real_4: 0.161101296544075 (0.19453285316376698) | > loss_disc_real_5: 0.21324776113033295 (0.20646302364591151) | > loss_0: 2.084214210510254 (2.193984223684675) | > grad_norm_0: tensor(28.5496, device='cuda:0') (tensor(21.2257, device='cuda:0')) | > loss_gen: 2.920684576034546 (2.7802928190216347) | > loss_kl: 1.7457079887390137 (1.7164036916975332) | > loss_feat: 9.522101402282715 (8.301280964113289) | > loss_mel: 14.588420867919922 (12.963383077265142) | > loss_duration: 1.6353360414505005 (1.6674500438070379) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.412250518798828 (27.42881061068884) | > grad_norm_1: tensor(436.7500, device='cuda:0') (tensor(379.8898, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.8615 (0.8669061436196509) | > loader_time: 0.0095 (0.01062322935466677)  --> TIME: 2025-05-11 16:08:55 -- STEP: 687/725 -- GLOBAL_STEP: 352500 | > loss_disc: 2.2849130630493164 (2.194286233299511) | > loss_disc_real_0: 0.23522278666496277 (0.13542537932356025) | > loss_disc_real_1: 0.2021118700504303 (0.19019042356739563) | > loss_disc_real_2: 0.1936272531747818 (0.18856246068835084) | > loss_disc_real_3: 0.18361704051494598 (0.20481515620473187) | > loss_disc_real_4: 0.19205257296562195 (0.19451925663882108) | > loss_disc_real_5: 0.21706363558769226 (0.2062483080262874) | > loss_0: 2.2849130630493164 (2.194286233299511) | > grad_norm_0: tensor(39.3726, device='cuda:0') (tensor(21.4325, device='cuda:0')) | > loss_gen: 2.792633295059204 (2.780237664648888) | > loss_kl: 1.5033848285675049 (1.7149720393240546) | > loss_feat: 8.839792251586914 (8.299050422735089) | > loss_mel: 13.012667655944824 (12.954840697575865) | > loss_duration: 1.6590907573699951 (1.6671319483322529) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.807567596435547 (27.416232790662384) | > grad_norm_1: tensor(607.1460, device='cuda:0') (tensor(384.6702, device='cuda:0')) | > current_lr_0: 0.00018972280187942673 | > current_lr_1: 0.00018972280187942673 | > step_time: 0.88 (0.8660784944176152) | > loader_time: 0.0104 (0.01060709300867162)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.419370412826538 (2.419370412826538) | > loss_disc_real_0: 0.2587345242500305 (0.2587345242500305) | > loss_disc_real_1: 0.1880989968776703 (0.1880989968776703) | > loss_disc_real_2: 0.2513313889503479 (0.2513313889503479) | > loss_disc_real_3: 0.22839109599590302 (0.22839109599590302) | > loss_disc_real_4: 0.2616398334503174 (0.2616398334503174) | > loss_disc_real_5: 0.28230178356170654 (0.28230178356170654) | > loss_0: 2.419370412826538 (2.419370412826538) | > loss_gen: 2.94364857673645 (2.94364857673645) | > loss_kl: 2.1914870738983154 (2.1914870738983154) | > loss_feat: 7.818538665771484 (7.818538665771484) | > loss_mel: 13.240846633911133 (13.240846633911133) | > loss_duration: 1.7114951610565186 (1.7114951610565186) | > loss_1: 27.906017303466797 (27.906017303466797)  --> STEP: 1 | > loss_disc: 2.314080238342285 (2.314080238342285) | > loss_disc_real_0: 0.2604673504829407 (0.2604673504829407) | > loss_disc_real_1: 0.15851826965808868 (0.15851826965808868) | > loss_disc_real_2: 0.2532375752925873 (0.2532375752925873) | > loss_disc_real_3: 0.21228651702404022 (0.21228651702404022) | > loss_disc_real_4: 0.25657859444618225 (0.25657859444618225) | > loss_disc_real_5: 0.306613564491272 (0.306613564491272) | > loss_0: 2.314080238342285 (2.314080238342285) | > loss_gen: 3.2032105922698975 (3.2032105922698975) | > loss_kl: 2.1886022090911865 (2.1886022090911865) | > loss_feat: 8.991678237915039 (8.991678237915039) | > loss_mel: 15.131908416748047 (15.131908416748047) | > loss_duration: 1.8363773822784424 (1.8363773822784424) | > loss_1: 31.351778030395508 (31.351778030395508)  --> STEP: 2 | > loss_disc: 2.460195302963257 (2.387137770652771) | > loss_disc_real_0: 0.295087069272995 (0.27777720987796783) | > loss_disc_real_1: 0.1916859745979309 (0.1751021221280098) | > loss_disc_real_2: 0.24837251007556915 (0.2508050426840782) | > loss_disc_real_3: 0.225711852312088 (0.21899918466806412) | > loss_disc_real_4: 0.2599710524082184 (0.2582748234272003) | > loss_disc_real_5: 0.2908138632774353 (0.29871371388435364) | > loss_0: 2.460195302963257 (2.387137770652771) | > loss_gen: 2.917022943496704 (3.060116767883301) | > loss_kl: 1.9327819347381592 (2.060692071914673) | > loss_feat: 6.81492805480957 (7.903303146362305) | > loss_mel: 12.849771499633789 (13.990839958190918) | > loss_duration: 1.8593130111694336 (1.847845196723938) | > loss_1: 26.373817443847656 (28.862797737121582)  --> STEP: 3 | > loss_disc: 2.485569477081299 (2.4199483394622803) | > loss_disc_real_0: 0.2663978934288025 (0.2739841043949127) | > loss_disc_real_1: 0.1942848116159439 (0.18149635195732117) | > loss_disc_real_2: 0.25157952308654785 (0.25106320281823474) | > loss_disc_real_3: 0.23720569908618927 (0.22506802280743918) | > loss_disc_real_4: 0.2709519863128662 (0.26250054438908893) | > loss_disc_real_5: 0.3071577548980713 (0.3015283942222595) | > loss_0: 2.485569477081299 (2.4199483394622803) | > loss_gen: 2.9948642253875732 (3.038365920384725) | > loss_kl: 2.0229363441467285 (2.048106829325358) | > loss_feat: 7.620615482330322 (7.8090739250183105) | > loss_mel: 12.711481094360352 (13.564387003580729) | > loss_duration: 1.8263132572174072 (1.8406678835550945) | > loss_1: 27.176210403442383 (28.300601959228516)  --> STEP: 4 | > loss_disc: 2.328101873397827 (2.396986722946167) | > loss_disc_real_0: 0.25621363520622253 (0.2695414870977402) | > loss_disc_real_1: 0.17723120748996735 (0.1804300658404827) | > loss_disc_real_2: 0.22978238761425018 (0.24574299901723862) | > loss_disc_real_3: 0.20129655301570892 (0.2191251553595066) | > loss_disc_real_4: 0.24554987251758575 (0.25826287642121315) | > loss_disc_real_5: 0.3151257634162903 (0.3049277365207672) | > loss_0: 2.328101873397827 (2.396986722946167) | > loss_gen: 3.1508383750915527 (3.066484034061432) | > loss_kl: 1.98204505443573 (2.031591385602951) | > loss_feat: 8.401647567749023 (7.957217335700989) | > loss_mel: 14.432819366455078 (13.781495094299316) | > loss_duration: 1.7809689044952393 (1.8257431387901306) | > loss_1: 29.748321533203125 (28.662531852722168) --> EVAL PERFORMANCE | > avg_loader_time: 0.32449066638946533 (-0.0015211701393127441) | > avg_loss_disc: 2.396986722946167 (+0.11693680286407471) | > avg_loss_disc_real_0: 0.2695414870977402 (+0.11103691160678864) | > avg_loss_disc_real_1: 0.1804300658404827 (-0.029753971844911575) | > avg_loss_disc_real_2: 0.24574299901723862 (+0.06971847638487816) | > avg_loss_disc_real_3: 0.2191251553595066 (-0.060834456235170364) | > avg_loss_disc_real_4: 0.25826287642121315 (+0.004820242524147034) | > avg_loss_disc_real_5: 0.3049277365207672 (+0.05616535246372223) | > avg_loss_0: 2.396986722946167 (+0.11693680286407471) | > avg_loss_gen: 3.066484034061432 (+0.20714789628982544) | > avg_loss_kl: 2.031591385602951 (+0.009934663772583008) | > avg_loss_feat: 7.957217335700989 (+0.09499967098236084) | > avg_loss_mel: 13.781495094299316 (+0.6984012126922607) | > avg_loss_duration: 1.8257431387901306 (-0.014737248420715332) | > avg_loss_1: 28.662531852722168 (+0.9957470893859863)  > EPOCH: 423/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 16:09:35)   --> TIME: 2025-05-11 16:09:48 -- STEP: 12/725 -- GLOBAL_STEP: 352550 | > loss_disc: 2.279083251953125 (2.222647806008657) | > loss_disc_real_0: 0.1835406869649887 (0.13787330190340677) | > loss_disc_real_1: 0.2115277349948883 (0.19504652793208757) | > loss_disc_real_2: 0.20418059825897217 (0.1901750477651755) | > loss_disc_real_3: 0.19530831277370453 (0.20914870873093605) | > loss_disc_real_4: 0.19418282806873322 (0.1948505366841952) | > loss_disc_real_5: 0.21859155595302582 (0.20983638117710748) | > loss_0: 2.279083251953125 (2.222647806008657) | > grad_norm_0: tensor(35.1073, device='cuda:0') (tensor(23.1709, device='cuda:0')) | > loss_gen: 2.631319999694824 (2.7570929328600564) | > loss_kl: 1.853007197380066 (1.7967515289783478) | > loss_feat: 6.91244649887085 (8.030835310618082) | > loss_mel: 11.095083236694336 (12.699895540873209) | > loss_duration: 1.6956331729888916 (1.6674085855484009) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.187488555908203 (26.9519837697347) | > grad_norm_1: tensor(506.4991, device='cuda:0') (tensor(391.6477, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8655 (0.8588336706161499) | > loader_time: 0.0132 (0.01288694143295288)  --> TIME: 2025-05-11 16:10:32 -- STEP: 62/725 -- GLOBAL_STEP: 352600 | > loss_disc: 2.2750802040100098 (2.2005346205926712) | > loss_disc_real_0: 0.14517956972122192 (0.13615391247214806) | > loss_disc_real_1: 0.18920177221298218 (0.1901684165481598) | > loss_disc_real_2: 0.21774651110172272 (0.18759514631763582) | > loss_disc_real_3: 0.20368361473083496 (0.20554442703723907) | > loss_disc_real_4: 0.17812198400497437 (0.19640691794695392) | > loss_disc_real_5: 0.22538650035858154 (0.20866259475869517) | > loss_0: 2.2750802040100098 (2.2005346205926712) | > grad_norm_0: tensor(8.5616, device='cuda:0') (tensor(22.1941, device='cuda:0')) | > loss_gen: 2.628359317779541 (2.7632273935502565) | > loss_kl: 1.738839030265808 (1.7310961619500191) | > loss_feat: 7.9156951904296875 (8.198540910597774) | > loss_mel: 12.583473205566406 (12.83436373741396) | > loss_duration: 1.7104759216308594 (1.6640828098020246) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.576841354370117 (27.191310821040982) | > grad_norm_1: tensor(277.4873, device='cuda:0') (tensor(390.6068, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8626 (0.8729000514553439) | > loader_time: 0.0103 (0.012055339351777107)  --> TIME: 2025-05-11 16:11:17 -- STEP: 112/725 -- GLOBAL_STEP: 352650 | > loss_disc: 2.2939610481262207 (2.196713128260204) | > loss_disc_real_0: 0.1648937612771988 (0.13464312960526764) | > loss_disc_real_1: 0.19670553505420685 (0.19008761857237136) | > loss_disc_real_2: 0.19670413434505463 (0.1872217511492116) | > loss_disc_real_3: 0.19719219207763672 (0.20493725979966776) | > loss_disc_real_4: 0.20840805768966675 (0.19562606473586389) | > loss_disc_real_5: 0.208619624376297 (0.21029653253832037) | > loss_0: 2.2939610481262207 (2.196713128260204) | > grad_norm_0: tensor(17.1104, device='cuda:0') (tensor(18.7524, device='cuda:0')) | > loss_gen: 2.510648012161255 (2.7512972908360607) | > loss_kl: 1.6318614482879639 (1.7253402418323927) | > loss_feat: 6.743087291717529 (8.182921188218256) | > loss_mel: 11.558969497680664 (12.867307790688105) | > loss_duration: 1.6592903137207031 (1.6669576817325182) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.103857040405273 (27.193824086870467) | > grad_norm_1: tensor(334.0467, device='cuda:0') (tensor(322.0846, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8426 (0.8733107405049461) | > loader_time: 0.0106 (0.011602499655314855)  --> TIME: 2025-05-11 16:12:01 -- STEP: 162/725 -- GLOBAL_STEP: 352700 | > loss_disc: 2.3600990772247314 (2.1987561296533658) | > loss_disc_real_0: 0.21467331051826477 (0.13559606009059474) | > loss_disc_real_1: 0.2065347582101822 (0.1893188028975769) | > loss_disc_real_2: 0.2010594755411148 (0.18793493279336407) | > loss_disc_real_3: 0.22349898517131805 (0.20528056509332893) | > loss_disc_real_4: 0.21182158589363098 (0.19564610793266773) | > loss_disc_real_5: 0.2280014455318451 (0.20981614990734768) | > loss_0: 2.3600990772247314 (2.1987561296533658) | > grad_norm_0: tensor(24.1259, device='cuda:0') (tensor(19.4775, device='cuda:0')) | > loss_gen: 2.7715728282928467 (2.7552879621953146) | > loss_kl: 1.7234736680984497 (1.7253457653669664) | > loss_feat: 7.47538423538208 (8.21873748155288) | > loss_mel: 13.422008514404297 (12.86286453553188) | > loss_duration: 1.6276352405548096 (1.6677602963683047) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.02007484436035 (27.22999590414542) | > grad_norm_1: tensor(145.4698, device='cuda:0') (tensor(338.0959, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8648 (0.869348810042864) | > loader_time: 0.0097 (0.01128470456158673)  --> TIME: 2025-05-11 16:12:45 -- STEP: 212/725 -- GLOBAL_STEP: 352750 | > loss_disc: 2.148932933807373 (2.195561266170358) | > loss_disc_real_0: 0.16076864302158356 (0.13507520815111548) | > loss_disc_real_1: 0.19631491601467133 (0.18947711284711677) | > loss_disc_real_2: 0.17607583105564117 (0.1887253205871807) | > loss_disc_real_3: 0.24352630972862244 (0.20563189530710005) | > loss_disc_real_4: 0.1733069270849228 (0.19511974448303013) | > loss_disc_real_5: 0.17973515391349792 (0.20797305807190128) | > loss_0: 2.148932933807373 (2.195561266170358) | > grad_norm_0: tensor(20.6439, device='cuda:0') (tensor(20.8112, device='cuda:0')) | > loss_gen: 2.928717613220215 (2.7701659663668217) | > loss_kl: 1.5196661949157715 (1.7359782294282373) | > loss_feat: 8.038850784301758 (8.285724909800404) | > loss_mel: 12.532841682434082 (12.926095985016733) | > loss_duration: 1.6757482290267944 (1.6675937355689283) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.695825576782227 (27.385558776135714) | > grad_norm_1: tensor(355.4037, device='cuda:0') (tensor(355.0197, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8657 (0.869609829389824) | > loader_time: 0.0111 (0.01129084488130965)  --> TIME: 2025-05-11 16:13:29 -- STEP: 262/725 -- GLOBAL_STEP: 352800 | > loss_disc: 2.114204168319702 (2.1917146735518944) | > loss_disc_real_0: 0.09261027723550797 (0.13411492160485886) | > loss_disc_real_1: 0.18986395001411438 (0.1898312717107416) | > loss_disc_real_2: 0.1947743147611618 (0.18869710662437758) | > loss_disc_real_3: 0.1948891282081604 (0.20509073263361255) | > loss_disc_real_4: 0.18251903355121613 (0.19525567521803258) | > loss_disc_real_5: 0.2223522812128067 (0.20709025410522947) | > loss_0: 2.114204168319702 (2.1917146735518944) | > grad_norm_0: tensor(20.1544, device='cuda:0') (tensor(21.2281, device='cuda:0')) | > loss_gen: 2.848583698272705 (2.7777119802154657) | > loss_kl: 1.7300504446029663 (1.7362457591158744) | > loss_feat: 8.791430473327637 (8.316205550696107) | > loss_mel: 14.199687004089355 (12.952122014897471) | > loss_duration: 1.6620219945907593 (1.6684824059937746) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.231773376464844 (27.450767619009238) | > grad_norm_1: tensor(462.6003, device='cuda:0') (tensor(371.1667, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.9193 (0.8684579361486071) | > loader_time: 0.0104 (0.011145476166528596)  --> TIME: 2025-05-11 16:14:13 -- STEP: 312/725 -- GLOBAL_STEP: 352850 | > loss_disc: 2.127903699874878 (2.1943626296825887) | > loss_disc_real_0: 0.12343879044055939 (0.1345350375781073) | > loss_disc_real_1: 0.18408721685409546 (0.19002183096913186) | > loss_disc_real_2: 0.17980962991714478 (0.18886256953462582) | > loss_disc_real_3: 0.19298098981380463 (0.2052871902497151) | > loss_disc_real_4: 0.19116570055484772 (0.19527617345253623) | > loss_disc_real_5: 0.1865662783384323 (0.20687428866632473) | > loss_0: 2.127903699874878 (2.1943626296825887) | > grad_norm_0: tensor(8.9339, device='cuda:0') (tensor(20.8666, device='cuda:0')) | > loss_gen: 2.8120651245117188 (2.77423127186604) | > loss_kl: 1.701905369758606 (1.730370228107159) | > loss_feat: 8.657318115234375 (8.276460901284832) | > loss_mel: 12.730143547058105 (12.905550241470337) | > loss_duration: 1.6560415029525757 (1.667663372862034) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.55747413635254 (27.35427591128227) | > grad_norm_1: tensor(221.2294, device='cuda:0') (tensor(370.1379, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8482 (0.8683188901497767) | > loader_time: 0.0109 (0.01109951581710424)  --> TIME: 2025-05-11 16:14:58 -- STEP: 362/725 -- GLOBAL_STEP: 352900 | > loss_disc: 2.3377182483673096 (2.1968156481316075) | > loss_disc_real_0: 0.1399458646774292 (0.1349095879585701) | > loss_disc_real_1: 0.22552959620952606 (0.19052807937340174) | > loss_disc_real_2: 0.19957029819488525 (0.18873253645817878) | > loss_disc_real_3: 0.217149019241333 (0.20532673737291474) | > loss_disc_real_4: 0.20667095482349396 (0.19543187929451136) | > loss_disc_real_5: 0.22253774106502533 (0.20688417784416874) | > loss_0: 2.3377182483673096 (2.1968156481316075) | > grad_norm_0: tensor(11.1140, device='cuda:0') (tensor(20.9662, device='cuda:0')) | > loss_gen: 2.6692256927490234 (2.7703012135806016) | > loss_kl: 1.7182917594909668 (1.7272381904375487) | > loss_feat: 6.49234676361084 (8.262004043515876) | > loss_mel: 10.505067825317383 (12.898442086593882) | > loss_duration: 1.615957498550415 (1.6670394177594903) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.00088882446289 (27.325024862974388) | > grad_norm_1: tensor(123.8976, device='cuda:0') (tensor(369.3634, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8738 (0.8697973417313718) | > loader_time: 0.0105 (0.011066206910992199)  --> TIME: 2025-05-11 16:15:42 -- STEP: 412/725 -- GLOBAL_STEP: 352950 | > loss_disc: 2.276787519454956 (2.1932354390042503) | > loss_disc_real_0: 0.11237134039402008 (0.1345022121100748) | > loss_disc_real_1: 0.1753227859735489 (0.19065900920953557) | > loss_disc_real_2: 0.19085609912872314 (0.1883591518384739) | > loss_disc_real_3: 0.21114487946033478 (0.2050343703080728) | > loss_disc_real_4: 0.2025870680809021 (0.19500942625901074) | > loss_disc_real_5: 0.1962277740240097 (0.20641821720501752) | > loss_0: 2.276787519454956 (2.1932354390042503) | > grad_norm_0: tensor(27.2573, device='cuda:0') (tensor(20.9719, device='cuda:0')) | > loss_gen: 2.441823720932007 (2.774646470268954) | > loss_kl: 1.5808963775634766 (1.7258440264799062) | > loss_feat: 7.834753036499023 (8.28314119751014) | > loss_mel: 11.87648868560791 (12.916340739981642) | > loss_duration: 1.6879143714904785 (1.6678104073677253) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.421875 (27.36778275943497) | > grad_norm_1: tensor(452.2268, device='cuda:0') (tensor(372.0429, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8811 (0.8695420154090067) | > loader_time: 0.0101 (0.01107557363880491)  --> TIME: 2025-05-11 16:16:26 -- STEP: 462/725 -- GLOBAL_STEP: 353000 | > loss_disc: 2.1594183444976807 (2.191085855682174) | > loss_disc_real_0: 0.19365555047988892 (0.13425976255690877) | > loss_disc_real_1: 0.18971790373325348 (0.19027354626299492) | > loss_disc_real_2: 0.2270003706216812 (0.1884759273944479) | > loss_disc_real_3: 0.2579384446144104 (0.204951991702055) | > loss_disc_real_4: 0.16323062777519226 (0.19447239675434122) | > loss_disc_real_5: 0.18313471972942352 (0.20635879578399452) | > loss_0: 2.1594183444976807 (2.191085855682174) | > grad_norm_0: tensor(27.0572, device='cuda:0') (tensor(21.2049, device='cuda:0')) | > loss_gen: 3.020174026489258 (2.7818861745652708) | > loss_kl: 1.875048279762268 (1.7270553302971317) | > loss_feat: 9.133512496948242 (8.318883849428847) | > loss_mel: 13.782936096191406 (12.94892727244984) | > loss_duration: 1.6934711933135986 (1.6677354532918893) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.505142211914062 (27.444488005204633) | > grad_norm_1: tensor(338.6143, device='cuda:0') (tensor(374.0423, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8073 (0.8691077763900096) | > loader_time: 0.0096 (0.011104476916325559) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_353000.pth  --> TIME: 2025-05-11 16:17:12 -- STEP: 512/725 -- GLOBAL_STEP: 353050 | > loss_disc: 2.1725239753723145 (2.19179722201079) | > loss_disc_real_0: 0.13562731444835663 (0.13439217687118782) | > loss_disc_real_1: 0.21053007245063782 (0.19013750072917895) | > loss_disc_real_2: 0.18664802610874176 (0.18837157252710313) | > loss_disc_real_3: 0.16784504055976868 (0.20481208924320526) | > loss_disc_real_4: 0.19202175736427307 (0.19444606790784746) | > loss_disc_real_5: 0.1954588145017624 (0.20680508975056) | > loss_0: 2.1725239753723145 (2.19179722201079) | > grad_norm_0: tensor(24.5426, device='cuda:0') (tensor(20.8380, device='cuda:0')) | > loss_gen: 2.7815029621124268 (2.777779811527581) | > loss_kl: 1.557961106300354 (1.7251372234895825) | > loss_feat: 7.600266456604004 (8.305236876942216) | > loss_mel: 12.649301528930664 (12.947937812656164) | > loss_duration: 1.6217854022979736 (1.6682843966409568) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.210819244384766 (27.42437606677413) | > grad_norm_1: tensor(220.9584, device='cuda:0') (tensor(368.6584, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8762 (0.8684825440868735) | > loader_time: 0.0098 (0.011064062360674145)  --> TIME: 2025-05-11 16:17:57 -- STEP: 562/725 -- GLOBAL_STEP: 353100 | > loss_disc: 2.125589609146118 (2.1924015381158024) | > loss_disc_real_0: 0.14400789141654968 (0.1344325577714264) | > loss_disc_real_1: 0.18268173933029175 (0.1901158337014001) | > loss_disc_real_2: 0.18458613753318787 (0.1884046296367017) | > loss_disc_real_3: 0.16774483025074005 (0.20474818733345146) | > loss_disc_real_4: 0.19640693068504333 (0.19473748736322144) | > loss_disc_real_5: 0.2026582658290863 (0.20684575424711898) | > loss_0: 2.125589609146118 (2.1924015381158024) | > grad_norm_0: tensor(19.5855, device='cuda:0') (tensor(20.7472, device='cuda:0')) | > loss_gen: 2.8873422145843506 (2.775196200587997) | > loss_kl: 1.664030909538269 (1.7268016764701901) | > loss_feat: 8.659608840942383 (8.291594298284672) | > loss_mel: 13.010961532592773 (12.94038941427482) | > loss_duration: 1.6397597789764404 (1.6680508930487994) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.861703872680664 (27.40203243472822) | > grad_norm_1: tensor(359.3348, device='cuda:0') (tensor(367.4964, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.9063 (0.8684839812037783) | > loader_time: 0.01 (0.011003075121136323)  --> TIME: 2025-05-11 16:18:41 -- STEP: 612/725 -- GLOBAL_STEP: 353150 | > loss_disc: 2.3775978088378906 (2.193365950599994) | > loss_disc_real_0: 0.15892422199249268 (0.1342411910859392) | > loss_disc_real_1: 0.19951023161411285 (0.1902477695953612) | > loss_disc_real_2: 0.20144999027252197 (0.18854046199056831) | > loss_disc_real_3: 0.22814306616783142 (0.2047924204832978) | > loss_disc_real_4: 0.24216309189796448 (0.1950671937730578) | > loss_disc_real_5: 0.23453158140182495 (0.20682959024812655) | > loss_0: 2.3775978088378906 (2.193365950599994) | > grad_norm_0: tensor(18.4687, device='cuda:0') (tensor(20.6140, device='cuda:0')) | > loss_gen: 2.5331430435180664 (2.774335752515232) | > loss_kl: 1.5999724864959717 (1.7237730376860678) | > loss_feat: 6.296003818511963 (8.286508567192968) | > loss_mel: 11.100470542907715 (12.939353670170103) | > loss_duration: 1.612033486366272 (1.6674706448916514) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.141624450683594 (27.391441656873113) | > grad_norm_1: tensor(288.3114, device='cuda:0') (tensor(367.5195, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8374 (0.8690482241655487) | > loader_time: 0.0116 (0.010994739781797314)  --> TIME: 2025-05-11 16:19:25 -- STEP: 662/725 -- GLOBAL_STEP: 353200 | > loss_disc: 2.353034734725952 (2.195631276444722) | > loss_disc_real_0: 0.161709263920784 (0.13452928452513357) | > loss_disc_real_1: 0.19032862782478333 (0.19045494132171575) | > loss_disc_real_2: 0.20704127848148346 (0.1887373634335497) | > loss_disc_real_3: 0.19197997450828552 (0.20495256916633905) | > loss_disc_real_4: 0.21323148906230927 (0.19505220030369724) | > loss_disc_real_5: 0.2337585836648941 (0.20691739745280524) | > loss_0: 2.353034734725952 (2.195631276444722) | > grad_norm_0: tensor(20.6332, device='cuda:0') (tensor(20.6796, device='cuda:0')) | > loss_gen: 2.525862216949463 (2.772648265714732) | > loss_kl: 1.7538352012634277 (1.72098761904996) | > loss_feat: 6.421314716339111 (8.275962202210428) | > loss_mel: 11.08144760131836 (12.94129504754104) | > loss_duration: 1.70292067527771 (1.6677447024428953) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.485380172729492 (27.378637818051242) | > grad_norm_1: tensor(390.3216, device='cuda:0') (tensor(368.2600, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.9048 (0.8687650599148339) | > loader_time: 0.0102 (0.010973069963138266)  --> TIME: 2025-05-11 16:20:10 -- STEP: 712/725 -- GLOBAL_STEP: 353250 | > loss_disc: 2.259732723236084 (2.1967310061615475) | > loss_disc_real_0: 0.15258391201496124 (0.13445414003152184) | > loss_disc_real_1: 0.20016039907932281 (0.1906124646827745) | > loss_disc_real_2: 0.22429312765598297 (0.1889552123258622) | > loss_disc_real_3: 0.212100550532341 (0.2050624472413505) | > loss_disc_real_4: 0.21773995459079742 (0.19528172349327075) | > loss_disc_real_5: 0.18693669140338898 (0.20687665627076376) | > loss_0: 2.259732723236084 (2.1967310061615475) | > grad_norm_0: tensor(12.4805, device='cuda:0') (tensor(20.8696, device='cuda:0')) | > loss_gen: 2.710860013961792 (2.773009393322336) | > loss_kl: 1.691391944885254 (1.7197895530569423) | > loss_feat: 6.971778392791748 (8.268340826704245) | > loss_mel: 11.8462553024292 (12.935127964180507) | > loss_duration: 1.672865629196167 (1.6674963704655679) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.893150329589844 (27.36376409048444) | > grad_norm_1: tensor(356.0717, device='cuda:0') (tensor(372.3375, device='cuda:0')) | > current_lr_0: 0.00018969908652919179 | > current_lr_1: 0.00018969908652919179 | > step_time: 0.8435 (0.8689047151736999) | > loader_time: 0.0104 (0.010993433802315364)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3491272926330566 (2.3491272926330566) | > loss_disc_real_0: 0.2412513643503189 (0.2412513643503189) | > loss_disc_real_1: 0.1908012181520462 (0.1908012181520462) | > loss_disc_real_2: 0.22758562862873077 (0.22758562862873077) | > loss_disc_real_3: 0.1694481521844864 (0.1694481521844864) | > loss_disc_real_4: 0.21494945883750916 (0.21494945883750916) | > loss_disc_real_5: 0.2606354057788849 (0.2606354057788849) | > loss_0: 2.3491272926330566 (2.3491272926330566) | > loss_gen: 2.8911118507385254 (2.8911118507385254) | > loss_kl: 2.1656103134155273 (2.1656103134155273) | > loss_feat: 8.125170707702637 (8.125170707702637) | > loss_mel: 12.85621166229248 (12.85621166229248) | > loss_duration: 1.728117823600769 (1.728117823600769) | > loss_1: 27.766220092773438 (27.766220092773438)  --> STEP: 1 | > loss_disc: 2.3971495628356934 (2.3971495628356934) | > loss_disc_real_0: 0.22949375212192535 (0.22949375212192535) | > loss_disc_real_1: 0.19118650257587433 (0.19118650257587433) | > loss_disc_real_2: 0.23004916310310364 (0.23004916310310364) | > loss_disc_real_3: 0.18689727783203125 (0.18689727783203125) | > loss_disc_real_4: 0.20962946116924286 (0.20962946116924286) | > loss_disc_real_5: 0.229183629155159 (0.229183629155159) | > loss_0: 2.3971495628356934 (2.3971495628356934) | > loss_gen: 2.6499719619750977 (2.6499719619750977) | > loss_kl: 2.049112319946289 (2.049112319946289) | > loss_feat: 7.299149990081787 (7.299149990081787) | > loss_mel: 12.768431663513184 (12.768431663513184) | > loss_duration: 1.83735191822052 (1.83735191822052) | > loss_1: 26.604019165039062 (26.604019165039062)  --> STEP: 2 | > loss_disc: 2.340653419494629 (2.368901491165161) | > loss_disc_real_0: 0.2153007537126541 (0.22239725291728973) | > loss_disc_real_1: 0.1955946385860443 (0.19339057058095932) | > loss_disc_real_2: 0.25447720289230347 (0.24226318299770355) | > loss_disc_real_3: 0.1808716207742691 (0.18388444930315018) | > loss_disc_real_4: 0.24148517847061157 (0.22555731981992722) | > loss_disc_real_5: 0.25373589992523193 (0.24145976454019547) | > loss_0: 2.340653419494629 (2.368901491165161) | > loss_gen: 2.952810764312744 (2.801391363143921) | > loss_kl: 1.916261076927185 (1.982686698436737) | > loss_feat: 8.47770881652832 (7.888429403305054) | > loss_mel: 14.550451278686523 (13.659441471099854) | > loss_duration: 1.8688454627990723 (1.8530986905097961) | > loss_1: 29.766075134277344 (28.185047149658203)  --> STEP: 3 | > loss_disc: 2.501459836959839 (2.4130876064300537) | > loss_disc_real_0: 0.2539026737213135 (0.23289905985196432) | > loss_disc_real_1: 0.2214924842119217 (0.20275787512461343) | > loss_disc_real_2: 0.2510606348514557 (0.24519566694895426) | > loss_disc_real_3: 0.19075004756450653 (0.18617298205693564) | > loss_disc_real_4: 0.22084039449691772 (0.22398501137892404) | > loss_disc_real_5: 0.24427972733974457 (0.24239975214004517) | > loss_0: 2.501459836959839 (2.4130876064300537) | > loss_gen: 2.630066156387329 (2.7442829608917236) | > loss_kl: 1.9952350854873657 (1.98686949412028) | > loss_feat: 6.582714557647705 (7.4531911214192705) | > loss_mel: 11.359787940979004 (12.892890294392904) | > loss_duration: 1.8479344844818115 (1.851377288500468) | > loss_1: 24.41573715209961 (26.92861048380534)  --> STEP: 4 | > loss_disc: 2.6308834552764893 (2.4675365686416626) | > loss_disc_real_0: 0.24868173897266388 (0.2368447296321392) | > loss_disc_real_1: 0.21967703104019165 (0.206987664103508) | > loss_disc_real_2: 0.23349837958812714 (0.24227134510874748) | > loss_disc_real_3: 0.20262378454208374 (0.19028568267822266) | > loss_disc_real_4: 0.251938134431839 (0.2309732921421528) | > loss_disc_real_5: 0.27200764417648315 (0.24980172514915466) | > loss_0: 2.6308834552764893 (2.4675365686416626) | > loss_gen: 2.3681981563568115 (2.6502617597579956) | > loss_kl: 1.9851105213165283 (1.986429750919342) | > loss_feat: 5.562374114990234 (6.980486869812012) | > loss_mel: 10.773488998413086 (12.36303997039795) | > loss_duration: 1.794529676437378 (1.8371653854846954) | > loss_1: 22.483699798583984 (25.8173828125) --> EVAL PERFORMANCE | > avg_loader_time: 0.3345460891723633 (+0.01005542278289795) | > avg_loss_disc: 2.4675365686416626 (+0.0705498456954956) | > avg_loss_disc_real_0: 0.2368447296321392 (-0.03269675746560097) | > avg_loss_disc_real_1: 0.206987664103508 (+0.026557598263025284) | > avg_loss_disc_real_2: 0.24227134510874748 (-0.0034716539084911346) | > avg_loss_disc_real_3: 0.19028568267822266 (-0.02883947268128395) | > avg_loss_disc_real_4: 0.2309732921421528 (-0.027289584279060364) | > avg_loss_disc_real_5: 0.24980172514915466 (-0.05512601137161255) | > avg_loss_0: 2.4675365686416626 (+0.0705498456954956) | > avg_loss_gen: 2.6502617597579956 (-0.4162222743034363) | > avg_loss_kl: 1.986429750919342 (-0.04516163468360901) | > avg_loss_feat: 6.980486869812012 (-0.976730465888977) | > avg_loss_mel: 12.36303997039795 (-1.4184551239013672) | > avg_loss_duration: 1.8371653854846954 (+0.01142224669456482) | > avg_loss_1: 25.8173828125 (-2.845149040222168)  > EPOCH: 424/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 16:20:28)   --> TIME: 2025-05-11 16:21:03 -- STEP: 37/725 -- GLOBAL_STEP: 353300 | > loss_disc: 2.2198524475097656 (2.2210224061398884) | > loss_disc_real_0: 0.12166201323270798 (0.13643201037838654) | > loss_disc_real_1: 0.20439788699150085 (0.19450378659609202) | > loss_disc_real_2: 0.17254410684108734 (0.19007479218212334) | > loss_disc_real_3: 0.2038394808769226 (0.2074028483113727) | > loss_disc_real_4: 0.17741212248802185 (0.1945842730032431) | > loss_disc_real_5: 0.19584955275058746 (0.20961071671666326) | > loss_0: 2.2198524475097656 (2.2210224061398884) | > grad_norm_0: tensor(9.8273, device='cuda:0') (tensor(20.0158, device='cuda:0')) | > loss_gen: 2.6667215824127197 (2.7236635298342318) | > loss_kl: 1.708513617515564 (1.73892964543523) | > loss_feat: 8.050392150878906 (8.097526820930275) | > loss_mel: 12.00019645690918 (12.780759914501294) | > loss_duration: 1.6511887311935425 (1.663277319959692) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.077011108398438 (27.00415740141997) | > grad_norm_1: tensor(198.2638, device='cuda:0') (tensor(350.9821, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8845 (0.8742433754173485) | > loader_time: 0.0132 (0.012647113284549198)  --> TIME: 2025-05-11 16:21:47 -- STEP: 87/725 -- GLOBAL_STEP: 353350 | > loss_disc: 2.315206289291382 (2.20414862413516) | > loss_disc_real_0: 0.18006396293640137 (0.13373380959376518) | > loss_disc_real_1: 0.2118067741394043 (0.19280830111311775) | > loss_disc_real_2: 0.1847655326128006 (0.18893659697181878) | > loss_disc_real_3: 0.22372539341449738 (0.2064480091305985) | > loss_disc_real_4: 0.2262464016675949 (0.19507160097703166) | > loss_disc_real_5: 0.22291289269924164 (0.2075001528893394) | > loss_0: 2.315206289291382 (2.20414862413516) | > grad_norm_0: tensor(27.9789, device='cuda:0') (tensor(21.9473, device='cuda:0')) | > loss_gen: 2.7544853687286377 (2.752468605151121) | > loss_kl: 1.8371387720108032 (1.7223521155872563) | > loss_feat: 8.317225456237793 (8.283146184066247) | > loss_mel: 13.015874862670898 (12.905871314563967) | > loss_duration: 1.6399414539337158 (1.6646036471443615) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.564666748046875 (27.32844186103207) | > grad_norm_1: tensor(537.6259, device='cuda:0') (tensor(386.2204, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8398 (0.8723912978994435) | > loader_time: 0.0095 (0.011618293564895103)  --> TIME: 2025-05-11 16:22:32 -- STEP: 137/725 -- GLOBAL_STEP: 353400 | > loss_disc: 2.2459564208984375 (2.200141834516594) | > loss_disc_real_0: 0.2108146846294403 (0.1361512687519519) | > loss_disc_real_1: 0.1726439744234085 (0.191480972579796) | > loss_disc_real_2: 0.1724417805671692 (0.18818639643000862) | > loss_disc_real_3: 0.19681963324546814 (0.20553630818850802) | > loss_disc_real_4: 0.19741937518119812 (0.19459151340662129) | > loss_disc_real_5: 0.23593991994857788 (0.20782486343905873) | > loss_0: 2.2459564208984375 (2.200141834516594) | > grad_norm_0: tensor(28.2228, device='cuda:0') (tensor(22.5415, device='cuda:0')) | > loss_gen: 2.6513702869415283 (2.7611297221079356) | > loss_kl: 1.721206545829773 (1.726635039287762) | > loss_feat: 8.166269302368164 (8.331381261783799) | > loss_mel: 12.686821937561035 (12.93481282422142) | > loss_duration: 1.6425392627716064 (1.6650775479574274) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.868209838867188 (27.41903639187778) | > grad_norm_1: tensor(363.0025, device='cuda:0') (tensor(378.6337, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8256 (0.8714795982750662) | > loader_time: 0.0094 (0.011319607713796797)  --> TIME: 2025-05-11 16:23:16 -- STEP: 187/725 -- GLOBAL_STEP: 353450 | > loss_disc: 2.256253719329834 (2.1989903303391176) | > loss_disc_real_0: 0.14912420511245728 (0.13499439511707118) | > loss_disc_real_1: 0.21456226706504822 (0.1909028621599636) | > loss_disc_real_2: 0.22199247777462006 (0.18825619743469565) | > loss_disc_real_3: 0.15558217465877533 (0.20580529704450923) | > loss_disc_real_4: 0.19020260870456696 (0.19445955315056973) | > loss_disc_real_5: 0.23332567512989044 (0.2077886290888098) | > loss_0: 2.256253719329834 (2.1989903303391176) | > grad_norm_0: tensor(28.2726, device='cuda:0') (tensor(22.3721, device='cuda:0')) | > loss_gen: 2.6479389667510986 (2.7623172851807283) | > loss_kl: 1.7321586608886719 (1.7227048880276195) | > loss_feat: 8.322519302368164 (8.305830555166157) | > loss_mel: 12.663640975952148 (12.913484170475108) | > loss_duration: 1.6923065185546875 (1.6671938724058835) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.058565139770508 (27.371530747031144) | > grad_norm_1: tensor(581.3537, device='cuda:0') (tensor(385.2607, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8649 (0.8707425097093225) | > loader_time: 0.0125 (0.011019352285619725)  --> TIME: 2025-05-11 16:24:01 -- STEP: 237/725 -- GLOBAL_STEP: 353500 | > loss_disc: 2.066884994506836 (2.1991942235689153) | > loss_disc_real_0: 0.11019714176654816 (0.1352328722864263) | > loss_disc_real_1: 0.1989598125219345 (0.19098463824278192) | > loss_disc_real_2: 0.1942707896232605 (0.18903108211509287) | > loss_disc_real_3: 0.17975381016731262 (0.20558175457177785) | > loss_disc_real_4: 0.1984303891658783 (0.19476059601025242) | > loss_disc_real_5: 0.16799809038639069 (0.2067163909160638) | > loss_0: 2.066884994506836 (2.1991942235689153) | > grad_norm_0: tensor(19.2478, device='cuda:0') (tensor(22.6706, device='cuda:0')) | > loss_gen: 3.0203635692596436 (2.7735597916293235) | > loss_kl: 1.8885414600372314 (1.725888365431677) | > loss_feat: 9.370121955871582 (8.343728383382166) | > loss_mel: 15.183612823486328 (12.966692123735001) | > loss_duration: 1.6589299440383911 (1.6675193224275162) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.12156867980957 (27.477387979563783) | > grad_norm_1: tensor(462.5095, device='cuda:0') (tensor(394.9331, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8371 (0.8725243610671803) | > loader_time: 0.0095 (0.011016820553485854)  --> TIME: 2025-05-11 16:24:44 -- STEP: 287/725 -- GLOBAL_STEP: 353550 | > loss_disc: 2.2108078002929688 (2.200705140725247) | > loss_disc_real_0: 0.16424107551574707 (0.13487908916502456) | > loss_disc_real_1: 0.19345487654209137 (0.19077552875782966) | > loss_disc_real_2: 0.1811741292476654 (0.18926851861568278) | > loss_disc_real_3: 0.2182924896478653 (0.20542409133412698) | > loss_disc_real_4: 0.18832513689994812 (0.1948299432880788) | > loss_disc_real_5: 0.2096657156944275 (0.20791364437819357) | > loss_0: 2.2108078002929688 (2.200705140725247) | > grad_norm_0: tensor(29.7092, device='cuda:0') (tensor(22.1892, device='cuda:0')) | > loss_gen: 2.6260015964508057 (2.7683025586065098) | > loss_kl: 1.6425191164016724 (1.725462146337024) | > loss_feat: 7.744227886199951 (8.319822100396774) | > loss_mel: 12.698729515075684 (12.945532084342076) | > loss_duration: 1.6828211545944214 (1.6673187956162034) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.394298553466797 (27.426437676991313) | > grad_norm_1: tensor(402.3995, device='cuda:0') (tensor(396.3927, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8405 (0.8703923856755168) | > loader_time: 0.0099 (0.011010025436454532)  --> TIME: 2025-05-11 16:25:29 -- STEP: 337/725 -- GLOBAL_STEP: 353600 | > loss_disc: 2.0935885906219482 (2.200135382771141) | > loss_disc_real_0: 0.09543678909540176 (0.1348833936744697) | > loss_disc_real_1: 0.1695878803730011 (0.19055437749854173) | > loss_disc_real_2: 0.18267668783664703 (0.18896603823061878) | > loss_disc_real_3: 0.2088974118232727 (0.20518296262807587) | > loss_disc_real_4: 0.2028045505285263 (0.19476474175997954) | > loss_disc_real_5: 0.1979859620332718 (0.20817739240139815) | > loss_0: 2.0935885906219482 (2.200135382771141) | > grad_norm_0: tensor(31.2924, device='cuda:0') (tensor(22.2048, device='cuda:0')) | > loss_gen: 2.870086193084717 (2.7684627286758188) | > loss_kl: 1.6438463926315308 (1.7202601775924955) | > loss_feat: 8.789306640625 (8.323426757438957) | > loss_mel: 13.975360870361328 (12.959693951139815) | > loss_duration: 1.6438263654708862 (1.6665811793386767) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.922426223754883 (27.438424792417074) | > grad_norm_1: tensor(700.4349, device='cuda:0') (tensor(393.8878, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8918 (0.871926634530993) | > loader_time: 0.0106 (0.011009413693708201)  --> TIME: 2025-05-11 16:26:14 -- STEP: 387/725 -- GLOBAL_STEP: 353650 | > loss_disc: 2.1960694789886475 (2.2000217915197395) | > loss_disc_real_0: 0.15236876904964447 (0.13546481075906003) | > loss_disc_real_1: 0.1879895180463791 (0.19049874544913756) | > loss_disc_real_2: 0.1819690316915512 (0.18851012322637778) | > loss_disc_real_3: 0.21345418691635132 (0.20507783737293506) | > loss_disc_real_4: 0.21488986909389496 (0.19496509883292898) | > loss_disc_real_5: 0.20458252727985382 (0.2080372529590469) | > loss_0: 2.1960694789886475 (2.2000217915197395) | > grad_norm_0: tensor(19.2432, device='cuda:0') (tensor(22.4121, device='cuda:0')) | > loss_gen: 2.7119619846343994 (2.769006076709245) | > loss_kl: 1.5922390222549438 (1.7157843793701448) | > loss_feat: 7.6345014572143555 (8.313095301004653) | > loss_mel: 13.242770195007324 (12.965064967941558) | > loss_duration: 1.7506862878799438 (1.6668634577931059) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.932159423828125 (27.42981418836332) | > grad_norm_1: tensor(472.3625, device='cuda:0') (tensor(393.5836, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8992 (0.8718629394698822) | > loader_time: 0.0134 (0.010977433941469024)  --> TIME: 2025-05-11 16:26:58 -- STEP: 437/725 -- GLOBAL_STEP: 353700 | > loss_disc: 2.113844633102417 (2.199722334503855) | > loss_disc_real_0: 0.12076932936906815 (0.1352574454462773) | > loss_disc_real_1: 0.18624988198280334 (0.19045964019795025) | > loss_disc_real_2: 0.19449827075004578 (0.18814548021459476) | > loss_disc_real_3: 0.2046019434928894 (0.2049231995024997) | > loss_disc_real_4: 0.16532321274280548 (0.19481272964783075) | > loss_disc_real_5: 0.18220600485801697 (0.20822273334594835) | > loss_0: 2.113844633102417 (2.199722334503855) | > grad_norm_0: tensor(15.4036, device='cuda:0') (tensor(21.8790, device='cuda:0')) | > loss_gen: 2.944814682006836 (2.7660047053199612) | > loss_kl: 1.527809739112854 (1.712461911840897) | > loss_feat: 8.711435317993164 (8.295812087419106) | > loss_mel: 13.65078353881836 (12.943490386282004) | > loss_duration: 1.6432523727416992 (1.6663608286418963) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.47809600830078 (27.384129914866428) | > grad_norm_1: tensor(405.2571, device='cuda:0') (tensor(387.0018, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.9003 (0.8710808835804328) | > loader_time: 0.0101 (0.010963733463592883)  --> TIME: 2025-05-11 16:27:42 -- STEP: 487/725 -- GLOBAL_STEP: 353750 | > loss_disc: 2.2551889419555664 (2.202026029387047) | > loss_disc_real_0: 0.10910101234912872 (0.13550820016518256) | > loss_disc_real_1: 0.18556536734104156 (0.19049190523320883) | > loss_disc_real_2: 0.18247614800930023 (0.1882197963077675) | > loss_disc_real_3: 0.20498813688755035 (0.20491394412835762) | > loss_disc_real_4: 0.1814659982919693 (0.19520521760598844) | > loss_disc_real_5: 0.2017218917608261 (0.20850249555811012) | > loss_0: 2.2551889419555664 (2.202026029387047) | > grad_norm_0: tensor(18.6610, device='cuda:0') (tensor(21.4022, device='cuda:0')) | > loss_gen: 2.6161272525787354 (2.759575210312798) | > loss_kl: 1.6920193433761597 (1.7114316770917826) | > loss_feat: 8.202289581298828 (8.262349651579504) | > loss_mel: 12.13901424407959 (12.930221771067906) | > loss_duration: 1.6441677808761597 (1.6666967068364738) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.293617248535156 (27.330275016643668) | > grad_norm_1: tensor(300.5776, device='cuda:0') (tensor(379.9972, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8333 (0.8709239621916347) | > loader_time: 0.0106 (0.01095718671653795)  --> TIME: 2025-05-11 16:28:26 -- STEP: 537/725 -- GLOBAL_STEP: 353800 | > loss_disc: 2.1590569019317627 (2.203767187324536) | > loss_disc_real_0: 0.10758639872074127 (0.1357718791320114) | > loss_disc_real_1: 0.204707071185112 (0.1905774126172731) | > loss_disc_real_2: 0.19600021839141846 (0.18862538716757546) | > loss_disc_real_3: 0.2424931824207306 (0.20481134146396446) | > loss_disc_real_4: 0.19609664380550385 (0.19534180833640724) | > loss_disc_real_5: 0.18355324864387512 (0.20879994640803207) | > loss_0: 2.1590569019317627 (2.203767187324536) | > grad_norm_0: tensor(13.6418, device='cuda:0') (tensor(21.4480, device='cuda:0')) | > loss_gen: 2.902757406234741 (2.7590044295099636) | > loss_kl: 1.6404017210006714 (1.7097325387169753) | > loss_feat: 8.478538513183594 (8.251191388739338) | > loss_mel: 13.558390617370605 (12.927685972032597) | > loss_duration: 1.699349284172058 (1.6672407197774681) | > amp_scaler: 512.0 (257.4301675977654) | > loss_1: 28.279436111450195 (27.314855053438148) | > grad_norm_1: tensor(446.3253, device='cuda:0') (tensor(378.1346, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8631 (0.8709363191487403) | > loader_time: 0.0165 (0.010932546310140661)  --> TIME: 2025-05-11 16:29:11 -- STEP: 587/725 -- GLOBAL_STEP: 353850 | > loss_disc: 2.3927502632141113 (2.2057294203841065) | > loss_disc_real_0: 0.08741440623998642 (0.13566408552597484) | > loss_disc_real_1: 0.21779559552669525 (0.190869686398433) | > loss_disc_real_2: 0.18360257148742676 (0.18853268037459725) | > loss_disc_real_3: 0.218336820602417 (0.20514272361536842) | > loss_disc_real_4: 0.20656746625900269 (0.19533486511983505) | > loss_disc_real_5: 0.24942612648010254 (0.20911064215981778) | > loss_0: 2.3927502632141113 (2.2057294203841065) | > grad_norm_0: tensor(19.3926, device='cuda:0') (tensor(21.5213, device='cuda:0')) | > loss_gen: 2.5491623878479004 (2.757848224607399) | > loss_kl: 1.574055552482605 (1.7095989847914332) | > loss_feat: 7.016687870025635 (8.242560211194643) | > loss_mel: 12.192913055419922 (12.922759502872285) | > loss_duration: 1.6416306495666504 (1.6667532023213794) | > amp_scaler: 512.0 (279.1141396933559) | > loss_1: 24.974449157714844 (27.299520141627546) | > grad_norm_1: tensor(475.6688, device='cuda:0') (tensor(378.6487, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8665 (0.8711142933957624) | > loader_time: 0.0106 (0.010917157087049859)  --> TIME: 2025-05-11 16:29:55 -- STEP: 637/725 -- GLOBAL_STEP: 353900 | > loss_disc: 2.1126842498779297 (2.204948778616573) | > loss_disc_real_0: 0.10728947818279266 (0.13557568514131862) | > loss_disc_real_1: 0.192601278424263 (0.19097529817226364) | > loss_disc_real_2: 0.18442189693450928 (0.18870046912594546) | > loss_disc_real_3: 0.18705205619335175 (0.2050157844365297) | > loss_disc_real_4: 0.19922666251659393 (0.19550807593943006) | > loss_disc_real_5: 0.21558701992034912 (0.20864604963238237) | > loss_0: 2.1126842498779297 (2.204948778616573) | > grad_norm_0: tensor(22.0614, device='cuda:0') (tensor(21.8067, device='cuda:0')) | > loss_gen: 2.910221815109253 (2.760935087593232) | > loss_kl: 1.6828070878982544 (1.7106414917312582) | > loss_feat: 9.512541770935059 (8.251316106487858) | > loss_mel: 14.034310340881348 (12.935883611861723) | > loss_duration: 1.631931185722351 (1.666424622715362) | > amp_scaler: 256.0 (293.77708006279414) | > loss_1: 29.771812438964844 (27.32520094771212) | > grad_norm_1: tensor(602.4510, device='cuda:0') (tensor(381.9780, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8725 (0.8712209468733763) | > loader_time: 0.01 (0.010933980088406127)  --> TIME: 2025-05-11 16:30:39 -- STEP: 687/725 -- GLOBAL_STEP: 353950 | > loss_disc: 2.245285749435425 (2.206416416376433) | > loss_disc_real_0: 0.1573639065027237 (0.13582889129457867) | > loss_disc_real_1: 0.20125502347946167 (0.1909930000876061) | > loss_disc_real_2: 0.1922655552625656 (0.18868783367946879) | > loss_disc_real_3: 0.19926238059997559 (0.2052190859071378) | > loss_disc_real_4: 0.1696593016386032 (0.1956141641827129) | > loss_disc_real_5: 0.19749236106872559 (0.20880024629649116) | > loss_0: 2.245285749435425 (2.206416416376433) | > grad_norm_0: tensor(17.4192, device='cuda:0') (tensor(21.5511, device='cuda:0')) | > loss_gen: 2.6786909103393555 (2.7580006889554234) | > loss_kl: 1.772227168083191 (1.7117873831086812) | > loss_feat: 8.331395149230957 (8.234631326694847) | > loss_mel: 12.995719909667969 (12.91794769836825) | > loss_duration: 1.6790766716003418 (1.6665159069988582) | > amp_scaler: 256.0 (291.0276564774377) | > loss_1: 27.457111358642578 (27.28888303154246) | > grad_norm_1: tensor(88.1428, device='cuda:0') (tensor(376.0019, device='cuda:0')) | > current_lr_0: 0.00018967537414337564 | > current_lr_1: 0.00018967537414337564 | > step_time: 0.8996 (0.870893928855441) | > loader_time: 0.0107 (0.010914718913893178)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3402278423309326 (2.3402278423309326) | > loss_disc_real_0: 0.17524121701717377 (0.17524121701717377) | > loss_disc_real_1: 0.17679060995578766 (0.17679060995578766) | > loss_disc_real_2: 0.2742992639541626 (0.2742992639541626) | > loss_disc_real_3: 0.27773910760879517 (0.27773910760879517) | > loss_disc_real_4: 0.2392348051071167 (0.2392348051071167) | > loss_disc_real_5: 0.25714829564094543 (0.25714829564094543) | > loss_0: 2.3402278423309326 (2.3402278423309326) | > loss_gen: 2.8351941108703613 (2.8351941108703613) | > loss_kl: 2.027268171310425 (2.027268171310425) | > loss_feat: 8.018310546875 (8.018310546875) | > loss_mel: 13.581838607788086 (13.581838607788086) | > loss_duration: 1.736146092414856 (1.736146092414856) | > loss_1: 28.198759078979492 (28.198759078979492)  --> STEP: 1 | > loss_disc: 2.305255174636841 (2.305255174636841) | > loss_disc_real_0: 0.17587248980998993 (0.17587248980998993) | > loss_disc_real_1: 0.164332777261734 (0.164332777261734) | > loss_disc_real_2: 0.26525241136550903 (0.26525241136550903) | > loss_disc_real_3: 0.2785588204860687 (0.2785588204860687) | > loss_disc_real_4: 0.23280933499336243 (0.23280933499336243) | > loss_disc_real_5: 0.27676907181739807 (0.27676907181739807) | > loss_0: 2.305255174636841 (2.305255174636841) | > loss_gen: 2.957400321960449 (2.957400321960449) | > loss_kl: 2.304694890975952 (2.304694890975952) | > loss_feat: 8.613607406616211 (8.613607406616211) | > loss_mel: 14.058408737182617 (14.058408737182617) | > loss_duration: 1.848020315170288 (1.848020315170288) | > loss_1: 29.782133102416992 (29.782133102416992)  --> STEP: 2 | > loss_disc: 2.355302095413208 (2.3302786350250244) | > loss_disc_real_0: 0.1834060549736023 (0.1796392723917961) | > loss_disc_real_1: 0.17629656195640564 (0.17031466960906982) | > loss_disc_real_2: 0.24665236473083496 (0.255952388048172) | > loss_disc_real_3: 0.27363669872283936 (0.27609775960445404) | > loss_disc_real_4: 0.23665200173854828 (0.23473066836595535) | > loss_disc_real_5: 0.2530108690261841 (0.2648899704217911) | > loss_0: 2.355302095413208 (2.3302786350250244) | > loss_gen: 2.7745392322540283 (2.8659697771072388) | > loss_kl: 2.1214094161987305 (2.2130521535873413) | > loss_feat: 8.029736518859863 (8.321671962738037) | > loss_mel: 13.365076065063477 (13.711742401123047) | > loss_duration: 1.856195092201233 (1.8521077036857605) | > loss_1: 28.146957397460938 (28.964545249938965)  --> STEP: 3 | > loss_disc: 2.311370611190796 (2.3239759604136148) | > loss_disc_real_0: 0.1746821403503418 (0.17798689504464468) | > loss_disc_real_1: 0.16913433372974396 (0.1699212243159612) | > loss_disc_real_2: 0.251180499792099 (0.254361758629481) | > loss_disc_real_3: 0.28826627135276794 (0.28015393018722534) | > loss_disc_real_4: 0.24386505782604218 (0.23777546485265097) | > loss_disc_real_5: 0.27009156346321106 (0.2666238347689311) | > loss_0: 2.311370611190796 (2.3239759604136148) | > loss_gen: 2.9739465713500977 (2.9019620418548584) | > loss_kl: 1.957016110420227 (2.1277068058649697) | > loss_feat: 9.294883728027344 (8.646075884501139) | > loss_mel: 14.409965515136719 (13.944483439127604) | > loss_duration: 1.8477611541748047 (1.8506588538487752) | > loss_1: 30.483572006225586 (29.470887502034504)  --> STEP: 4 | > loss_disc: 2.4823923110961914 (2.363580048084259) | > loss_disc_real_0: 0.21723659336566925 (0.18779931962490082) | > loss_disc_real_1: 0.17369063198566437 (0.170863576233387) | > loss_disc_real_2: 0.2460465431213379 (0.2522829547524452) | > loss_disc_real_3: 0.282894492149353 (0.28083907067775726) | > loss_disc_real_4: 0.28962576389312744 (0.2507380396127701) | > loss_disc_real_5: 0.2671857476234436 (0.2667643129825592) | > loss_0: 2.4823923110961914 (2.363580048084259) | > loss_gen: 2.741234540939331 (2.8617801666259766) | > loss_kl: 2.0028793811798096 (2.09649994969368) | > loss_feat: 9.039925575256348 (8.744538307189941) | > loss_mel: 14.457605361938477 (14.072763919830322) | > loss_duration: 1.7881728410720825 (1.835037350654602) | > loss_1: 30.029817581176758 (29.61062002182007) --> EVAL PERFORMANCE | > avg_loader_time: 0.32878822088241577 (-0.00575786828994751) | > avg_loss_disc: 2.363580048084259 (-0.10395652055740356) | > avg_loss_disc_real_0: 0.18779931962490082 (-0.04904541000723839) | > avg_loss_disc_real_1: 0.170863576233387 (-0.036124087870121) | > avg_loss_disc_real_2: 0.2522829547524452 (+0.010011609643697739) | > avg_loss_disc_real_3: 0.28083907067775726 (+0.0905533879995346) | > avg_loss_disc_real_4: 0.2507380396127701 (+0.019764747470617294) | > avg_loss_disc_real_5: 0.2667643129825592 (+0.01696258783340454) | > avg_loss_0: 2.363580048084259 (-0.10395652055740356) | > avg_loss_gen: 2.8617801666259766 (+0.21151840686798096) | > avg_loss_kl: 2.09649994969368 (+0.11007019877433777) | > avg_loss_feat: 8.744538307189941 (+1.7640514373779297) | > avg_loss_mel: 14.072763919830322 (+1.709723949432373) | > avg_loss_duration: 1.835037350654602 (-0.002128034830093384) | > avg_loss_1: 29.61062002182007 (+3.7932372093200684)  > EPOCH: 425/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 16:31:19)   --> TIME: 2025-05-11 16:31:32 -- STEP: 12/725 -- GLOBAL_STEP: 354000 | > loss_disc: 2.095768928527832 (2.1698495546976724) | > loss_disc_real_0: 0.09429146349430084 (0.13338825044532618) | > loss_disc_real_1: 0.16919809579849243 (0.19237418721119562) | > loss_disc_real_2: 0.15164496004581451 (0.18698702504237494) | > loss_disc_real_3: 0.20773063600063324 (0.19791175052523613) | > loss_disc_real_4: 0.18378616869449615 (0.18639998386303583) | > loss_disc_real_5: 0.20309290289878845 (0.2104052615662416) | > loss_0: 2.095768928527832 (2.1698495546976724) | > grad_norm_0: tensor(19.5562, device='cuda:0') (tensor(23.2043, device='cuda:0')) | > loss_gen: 2.953216075897217 (2.8085123101870217) | > loss_kl: 1.8108606338500977 (1.7312589685122173) | > loss_feat: 9.462672233581543 (8.59222102165222) | > loss_mel: 14.679787635803223 (13.446258544921875) | > loss_duration: 1.687143325805664 (1.671190619468689) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.593679428100586 (28.249441623687744) | > grad_norm_1: tensor(586.7632, device='cuda:0') (tensor(416.1984, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.848 (0.8452215592066447) | > loader_time: 0.0104 (0.010197083155314127) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_354000.pth  --> TIME: 2025-05-11 16:32:19 -- STEP: 62/725 -- GLOBAL_STEP: 354050 | > loss_disc: 2.209256172180176 (2.2158819590845416) | > loss_disc_real_0: 0.11683596670627594 (0.13607800619736796) | > loss_disc_real_1: 0.18481959402561188 (0.19149006566693705) | > loss_disc_real_2: 0.1768532246351242 (0.19077434438851573) | > loss_disc_real_3: 0.2055211216211319 (0.2046701319275364) | > loss_disc_real_4: 0.16983315348625183 (0.19530328315111897) | > loss_disc_real_5: 0.18241870403289795 (0.2115699509459157) | > loss_0: 2.209256172180176 (2.2158819590845416) | > grad_norm_0: tensor(26.6591, device='cuda:0') (tensor(19.0938, device='cuda:0')) | > loss_gen: 2.7238917350769043 (2.7441521921465477) | > loss_kl: 1.777889370918274 (1.7504341140870125) | > loss_feat: 8.591294288635254 (8.22473705199457) | > loss_mel: 13.153569221496582 (12.986232003858015) | > loss_duration: 1.7300527095794678 (1.6637471106744581) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.97669792175293 (27.369302595815352) | > grad_norm_1: tensor(222.3614, device='cuda:0') (tensor(334.1259, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8626 (0.8649955218838107) | > loader_time: 0.0102 (0.010425144626248268)  --> TIME: 2025-05-11 16:33:03 -- STEP: 112/725 -- GLOBAL_STEP: 354100 | > loss_disc: 2.3260629177093506 (2.207824387720654) | > loss_disc_real_0: 0.11214779317378998 (0.13564068424914563) | > loss_disc_real_1: 0.2026439905166626 (0.1906238743769271) | > loss_disc_real_2: 0.20052945613861084 (0.18982970940747432) | > loss_disc_real_3: 0.24380344152450562 (0.20448074130607502) | > loss_disc_real_4: 0.21569666266441345 (0.19519930465945176) | > loss_disc_real_5: 0.20673152804374695 (0.20962568292660372) | > loss_0: 2.3260629177093506 (2.207824387720654) | > grad_norm_0: tensor(26.4123, device='cuda:0') (tensor(19.7604, device='cuda:0')) | > loss_gen: 2.6783735752105713 (2.755349691425052) | > loss_kl: 1.5748869180679321 (1.7436944267579488) | > loss_feat: 7.687042236328125 (8.233251196997504) | > loss_mel: 12.350441932678223 (12.996063453810558) | > loss_duration: 1.6577186584472656 (1.6670038508517402) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.948463439941406 (27.395362717764716) | > grad_norm_1: tensor(426.6394, device='cuda:0') (tensor(364.7157, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8652 (0.8660902210644313) | > loader_time: 0.0103 (0.010326947484697618)  --> TIME: 2025-05-11 16:33:47 -- STEP: 162/725 -- GLOBAL_STEP: 354150 | > loss_disc: 2.2728047370910645 (2.2035115294986296) | > loss_disc_real_0: 0.14730888605117798 (0.1362728729936075) | > loss_disc_real_1: 0.1833050400018692 (0.1901688184819104) | > loss_disc_real_2: 0.19628416001796722 (0.18889600176502153) | > loss_disc_real_3: 0.18635690212249756 (0.20426459233334035) | > loss_disc_real_4: 0.18933802843093872 (0.1956058621038625) | > loss_disc_real_5: 0.18742531538009644 (0.20807645874626843) | > loss_0: 2.2728047370910645 (2.2035115294986296) | > grad_norm_0: tensor(12.4404, device='cuda:0') (tensor(20.6240, device='cuda:0')) | > loss_gen: 2.6321988105773926 (2.7633277545740587) | > loss_kl: 1.6609916687011719 (1.7352987424826916) | > loss_feat: 7.9987335205078125 (8.244141946604222) | > loss_mel: 13.111881256103516 (12.926890149528598) | > loss_duration: 1.6221978664398193 (1.6676963052631892) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.026002883911133 (27.337354989699374) | > grad_norm_1: tensor(249.6781, device='cuda:0') (tensor(373.8309, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8546 (0.8656469230298642) | > loader_time: 0.0105 (0.010386422828391747)  --> TIME: 2025-05-11 16:34:31 -- STEP: 212/725 -- GLOBAL_STEP: 354200 | > loss_disc: 2.163135290145874 (2.206837031076539) | > loss_disc_real_0: 0.08893696218729019 (0.13646310241014326) | > loss_disc_real_1: 0.20198000967502594 (0.19027519704035992) | > loss_disc_real_2: 0.19017672538757324 (0.18896688731773845) | > loss_disc_real_3: 0.2033635973930359 (0.2048871249382226) | > loss_disc_real_4: 0.227212056517601 (0.19619326349699268) | > loss_disc_real_5: 0.2145499587059021 (0.20880641992080887) | > loss_0: 2.163135290145874 (2.206837031076539) | > grad_norm_0: tensor(16.1624, device='cuda:0') (tensor(20.5350, device='cuda:0')) | > loss_gen: 2.8061447143554688 (2.7569855001737498) | > loss_kl: 1.7238423824310303 (1.7303052302801385) | > loss_feat: 8.322793006896973 (8.226751446723934) | > loss_mel: 12.199979782104492 (12.898731793997422) | > loss_duration: 1.6881072521209717 (1.6680122805091568) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.740867614746094 (27.280786388325243) | > grad_norm_1: tensor(462.9517, device='cuda:0') (tensor(368.7435, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8598 (0.8673698261099042) | > loader_time: 0.0098 (0.010392994250891342)  --> TIME: 2025-05-11 16:35:15 -- STEP: 262/725 -- GLOBAL_STEP: 354250 | > loss_disc: 2.319990873336792 (2.2103355895471934) | > loss_disc_real_0: 0.18691200017929077 (0.13759341480509016) | > loss_disc_real_1: 0.1998046189546585 (0.19036294354964758) | > loss_disc_real_2: 0.18771305680274963 (0.18893483013824652) | > loss_disc_real_3: 0.2173442542552948 (0.20523385845750342) | > loss_disc_real_4: 0.21350963413715363 (0.1960308401070478) | > loss_disc_real_5: 0.21736319363117218 (0.2089148520399596) | > loss_0: 2.319990873336792 (2.2103355895471934) | > grad_norm_0: tensor(25.6326, device='cuda:0') (tensor(20.4351, device='cuda:0')) | > loss_gen: 2.712968111038208 (2.7495356297674984) | > loss_kl: 1.8904445171356201 (1.7279767271216588) | > loss_feat: 7.641103744506836 (8.186255176558749) | > loss_mel: 12.462788581848145 (12.837454493719203) | > loss_duration: 1.6622059345245361 (1.6684996153562122) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.3695125579834 (27.169721770832556) | > grad_norm_1: tensor(352.5339, device='cuda:0') (tensor(362.7346, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8926 (0.8662900569784733) | > loader_time: 0.0102 (0.010379718460199486)  --> TIME: 2025-05-11 16:35:59 -- STEP: 312/725 -- GLOBAL_STEP: 354300 | > loss_disc: 2.0823936462402344 (2.207609970600177) | > loss_disc_real_0: 0.11825264245271683 (0.13695365512886873) | > loss_disc_real_1: 0.16328014433383942 (0.19031866888205215) | > loss_disc_real_2: 0.17942409217357635 (0.18899178361663452) | > loss_disc_real_3: 0.19098825752735138 (0.20504684698505274) | > loss_disc_real_4: 0.18235914409160614 (0.1958092040358445) | > loss_disc_real_5: 0.23934030532836914 (0.2088597706781749) | > loss_0: 2.0823936462402344 (2.207609970600177) | > grad_norm_0: tensor(28.6856, device='cuda:0') (tensor(20.5543, device='cuda:0')) | > loss_gen: 2.9385600090026855 (2.7542986380748253) | > loss_kl: 1.7663851976394653 (1.727726971109708) | > loss_feat: 9.767848014831543 (8.217068040982273) | > loss_mel: 14.689285278320312 (12.858514684897202) | > loss_duration: 1.6505035161972046 (1.6675893366336823) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.81258201599121 (27.22519781650641) | > grad_norm_1: tensor(485.1852, device='cuda:0') (tensor(367.9440, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8542 (0.8656333952378004) | > loader_time: 0.0101 (0.010411320588527583)  --> TIME: 2025-05-11 16:36:43 -- STEP: 362/725 -- GLOBAL_STEP: 354350 | > loss_disc: 2.274097442626953 (2.2080018829904184) | > loss_disc_real_0: 0.15745621919631958 (0.13687662448919274) | > loss_disc_real_1: 0.217988982796669 (0.19021974989722462) | > loss_disc_real_2: 0.2733020782470703 (0.1890816539525985) | > loss_disc_real_3: 0.2076915204524994 (0.20519301628704226) | > loss_disc_real_4: 0.22015200555324554 (0.19594083372400606) | > loss_disc_real_5: 0.20795734226703644 (0.20885551976070887) | > loss_0: 2.274097442626953 (2.2080018829904184) | > grad_norm_0: tensor(17.4726, device='cuda:0') (tensor(20.6580, device='cuda:0')) | > loss_gen: 2.725740671157837 (2.757931604569787) | > loss_kl: 1.8452370166778564 (1.7250792301820788) | > loss_feat: 6.894319534301758 (8.229575504914173) | > loss_mel: 12.117277145385742 (12.891133998639017) | > loss_duration: 1.6218749284744263 (1.6668373023607455) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.204450607299805 (27.270557788195532) | > grad_norm_1: tensor(154.0547, device='cuda:0') (tensor(367.6919, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8694 (0.8666262659578692) | > loader_time: 0.0099 (0.010398790322614636)  --> TIME: 2025-05-11 16:37:27 -- STEP: 412/725 -- GLOBAL_STEP: 354400 | > loss_disc: 2.2766482830047607 (2.2066016075680537) | > loss_disc_real_0: 0.15530778467655182 (0.13640914128605014) | > loss_disc_real_1: 0.19028125703334808 (0.19004904909186007) | > loss_disc_real_2: 0.1976872980594635 (0.1890973701928425) | > loss_disc_real_3: 0.23631364107131958 (0.20518767992848327) | > loss_disc_real_4: 0.23091256618499756 (0.19596325873749923) | > loss_disc_real_5: 0.21853283047676086 (0.20895058238535258) | > loss_0: 2.2766482830047607 (2.2066016075680537) | > grad_norm_0: tensor(15.4054, device='cuda:0') (tensor(20.3783, device='cuda:0')) | > loss_gen: 2.7524733543395996 (2.759857817760949) | > loss_kl: 1.6283798217773438 (1.7246706170364492) | > loss_feat: 7.99960470199585 (8.247067481568717) | > loss_mel: 12.771262168884277 (12.919577857823048) | > loss_duration: 1.6852376461029053 (1.6670107002397185) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.836957931518555 (27.31818458871934) | > grad_norm_1: tensor(86.9790, device='cuda:0') (tensor(366.2594, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.878 (0.8661163889088677) | > loader_time: 0.01 (0.010388024802346825)  --> TIME: 2025-05-11 16:38:11 -- STEP: 462/725 -- GLOBAL_STEP: 354450 | > loss_disc: 2.2232165336608887 (2.2075176847961546) | > loss_disc_real_0: 0.15898561477661133 (0.13707892516087664) | > loss_disc_real_1: 0.17238043248653412 (0.18986632181452479) | > loss_disc_real_2: 0.19804991781711578 (0.18903676139843922) | > loss_disc_real_3: 0.20993885397911072 (0.20504530341852276) | > loss_disc_real_4: 0.18699204921722412 (0.19605579846478124) | > loss_disc_real_5: 0.23451946675777435 (0.2089515962190443) | > loss_0: 2.2232165336608887 (2.2075176847961546) | > grad_norm_0: tensor(23.0110, device='cuda:0') (tensor(20.5389, device='cuda:0')) | > loss_gen: 2.8112454414367676 (2.757919452923201) | > loss_kl: 1.591369390487671 (1.72183755930368) | > loss_feat: 7.471292495727539 (8.239173695122537) | > loss_mel: 10.95352840423584 (12.916086675800802) | > loss_duration: 1.6946731805801392 (1.667157365904226) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.52210807800293 (27.302174828269266) | > grad_norm_1: tensor(591.3069, device='cuda:0') (tensor(364.9903, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8144 (0.8654665255443358) | > loader_time: 0.0101 (0.01038746090678425)  --> TIME: 2025-05-11 16:38:55 -- STEP: 512/725 -- GLOBAL_STEP: 354500 | > loss_disc: 2.11286997795105 (2.2079090513288966) | > loss_disc_real_0: 0.119751937687397 (0.1364503682416398) | > loss_disc_real_1: 0.1613633632659912 (0.18991393156466085) | > loss_disc_real_2: 0.17379195988178253 (0.1891072573489509) | > loss_disc_real_3: 0.17737530171871185 (0.20504120006808077) | > loss_disc_real_4: 0.1409534215927124 (0.19623005785979328) | > loss_disc_real_5: 0.19704760611057281 (0.20926874887663877) | > loss_0: 2.11286997795105 (2.2079090513288966) | > grad_norm_0: tensor(11.7788, device='cuda:0') (tensor(20.5112, device='cuda:0')) | > loss_gen: 2.764944314956665 (2.757118428591639) | > loss_kl: 1.7712258100509644 (1.721465955954045) | > loss_feat: 9.187459945678711 (8.234871184453379) | > loss_mel: 13.228139877319336 (12.903821857646108) | > loss_duration: 1.6290595531463623 (1.6678262315690517) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.580827713012695 (27.285103745758533) | > grad_norm_1: tensor(368.7076, device='cuda:0') (tensor(365.3182, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8637 (0.8649362665601075) | > loader_time: 0.0111 (0.01039107888936996)  --> TIME: 2025-05-11 16:39:39 -- STEP: 562/725 -- GLOBAL_STEP: 354550 | > loss_disc: 2.2012648582458496 (2.20853766852002) | > loss_disc_real_0: 0.10496695339679718 (0.13668488790662264) | > loss_disc_real_1: 0.17846639454364777 (0.18995935907355416) | > loss_disc_real_2: 0.1821640431880951 (0.1891401752405319) | > loss_disc_real_3: 0.20077839493751526 (0.20515684706566595) | > loss_disc_real_4: 0.19213458895683289 (0.19614464585467162) | > loss_disc_real_5: 0.2307383418083191 (0.20945118786601413) | > loss_0: 2.2012648582458496 (2.20853766852002) | > grad_norm_0: tensor(16.8790, device='cuda:0') (tensor(20.8100, device='cuda:0')) | > loss_gen: 2.7943668365478516 (2.756279104120792) | > loss_kl: 1.7538986206054688 (1.7183774005475845) | > loss_feat: 8.452404975891113 (8.2303930397984) | > loss_mel: 12.861441612243652 (12.90883804300926) | > loss_duration: 1.63590669631958 (1.6679295186894645) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.498018264770508 (27.28181718507271) | > grad_norm_1: tensor(399.1843, device='cuda:0') (tensor(368.7488, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.9143 (0.8647668289544318) | > loader_time: 0.0099 (0.010375550633223452)  --> TIME: 2025-05-11 16:40:23 -- STEP: 612/725 -- GLOBAL_STEP: 354600 | > loss_disc: 2.2585301399230957 (2.2089465942258153) | > loss_disc_real_0: 0.1364334672689438 (0.1365757142406664) | > loss_disc_real_1: 0.2116168737411499 (0.19013054503334903) | > loss_disc_real_2: 0.22561132907867432 (0.18905954428163224) | > loss_disc_real_3: 0.22743768990039825 (0.20517730583844623) | > loss_disc_real_4: 0.23182806372642517 (0.1961031996103282) | > loss_disc_real_5: 0.21724393963813782 (0.2094626751746616) | > loss_0: 2.2585301399230957 (2.2089465942258153) | > grad_norm_0: tensor(16.0162, device='cuda:0') (tensor(20.7031, device='cuda:0')) | > loss_gen: 2.8430514335632324 (2.754793287102692) | > loss_kl: 1.7614458799362183 (1.7186423545958949) | > loss_feat: 7.573617935180664 (8.221310663067444) | > loss_mel: 13.009252548217773 (12.898880402247109) | > loss_duration: 1.6010955572128296 (1.6674989804722902) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.788463592529297 (27.261125760919914) | > grad_norm_1: tensor(139.2704, device='cuda:0') (tensor(368.1951, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8335 (0.8648524646665534) | > loader_time: 0.0091 (0.01036088022531247)  --> TIME: 2025-05-11 16:41:06 -- STEP: 662/725 -- GLOBAL_STEP: 354650 | > loss_disc: 2.175952911376953 (2.20733841182242) | > loss_disc_real_0: 0.18410344421863556 (0.13650817736938298) | > loss_disc_real_1: 0.19984681904315948 (0.1900024220257369) | > loss_disc_real_2: 0.19089339673519135 (0.1888960021635196) | > loss_disc_real_3: 0.19596970081329346 (0.20511317408427016) | > loss_disc_real_4: 0.18112264573574066 (0.19596061873562012) | > loss_disc_real_5: 0.2287164181470871 (0.20943641824664658) | > loss_0: 2.175952911376953 (2.20733841182242) | > grad_norm_0: tensor(25.5552, device='cuda:0') (tensor(20.6335, device='cuda:0')) | > loss_gen: 2.826180934906006 (2.7563795517578584) | > loss_kl: 1.674651861190796 (1.719328174418193) | > loss_feat: 8.257867813110352 (8.231129999967507) | > loss_mel: 13.229813575744629 (12.924231262725646) | > loss_duration: 1.6742823123931885 (1.667815626027721) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.662797927856445 (27.29888469719095) | > grad_norm_1: tensor(399.1627, device='cuda:0') (tensor(365.6727, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8791 (0.8643282522247635) | > loader_time: 0.0103 (0.010355390810894453)  --> TIME: 2025-05-11 16:41:50 -- STEP: 712/725 -- GLOBAL_STEP: 354700 | > loss_disc: 2.180678606033325 (2.2070524054631733) | > loss_disc_real_0: 0.09760835021734238 (0.13636032858172836) | > loss_disc_real_1: 0.19855810701847076 (0.19009901336237295) | > loss_disc_real_2: 0.1853693723678589 (0.18895368192219317) | > loss_disc_real_3: 0.19651181995868683 (0.20511248789392833) | > loss_disc_real_4: 0.1598341464996338 (0.19588458594562622) | > loss_disc_real_5: 0.20760831236839294 (0.20934622554799137) | > loss_0: 2.180678606033325 (2.2070524054631733) | > grad_norm_0: tensor(15.2869, device='cuda:0') (tensor(20.5883, device='cuda:0')) | > loss_gen: 2.8810617923736572 (2.7573294348261324) | > loss_kl: 1.6870410442352295 (1.7179948176895634) | > loss_feat: 8.373503684997559 (8.233930129013716) | > loss_mel: 13.003870010375977 (12.9216751824604) | > loss_duration: 1.6564733982086182 (1.6675827175043942) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.60194969177246 (27.29851235700458) | > grad_norm_1: tensor(275.3123, device='cuda:0') (tensor(364.5203, device='cuda:0')) | > current_lr_0: 0.00018965166472160772 | > current_lr_1: 0.00018965166472160772 | > step_time: 0.8226 (0.8644920289516448) | > loader_time: 0.0104 (0.010346828551774611)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3072457313537598 (2.3072457313537598) | > loss_disc_real_0: 0.1854729801416397 (0.1854729801416397) | > loss_disc_real_1: 0.1665807068347931 (0.1665807068347931) | > loss_disc_real_2: 0.2097405046224594 (0.2097405046224594) | > loss_disc_real_3: 0.19578397274017334 (0.19578397274017334) | > loss_disc_real_4: 0.3084302246570587 (0.3084302246570587) | > loss_disc_real_5: 0.22900906205177307 (0.22900906205177307) | > loss_0: 2.3072457313537598 (2.3072457313537598) | > loss_gen: 2.9272918701171875 (2.9272918701171875) | > loss_kl: 2.135711908340454 (2.135711908340454) | > loss_feat: 8.275710105895996 (8.275710105895996) | > loss_mel: 13.950860977172852 (13.950860977172852) | > loss_duration: 1.7320795059204102 (1.7320795059204102) | > loss_1: 29.021652221679688 (29.021652221679688)  --> STEP: 1 | > loss_disc: 2.3839380741119385 (2.3839380741119385) | > loss_disc_real_0: 0.18261486291885376 (0.18261486291885376) | > loss_disc_real_1: 0.1677636057138443 (0.1677636057138443) | > loss_disc_real_2: 0.22053176164627075 (0.22053176164627075) | > loss_disc_real_3: 0.20873183012008667 (0.20873183012008667) | > loss_disc_real_4: 0.3020469546318054 (0.3020469546318054) | > loss_disc_real_5: 0.2243320494890213 (0.2243320494890213) | > loss_0: 2.3839380741119385 (2.3839380741119385) | > loss_gen: 2.807263135910034 (2.807263135910034) | > loss_kl: 2.048405408859253 (2.048405408859253) | > loss_feat: 7.866564750671387 (7.866564750671387) | > loss_mel: 12.871959686279297 (12.871959686279297) | > loss_duration: 1.817539095878601 (1.817539095878601) | > loss_1: 27.411731719970703 (27.411731719970703)  --> STEP: 2 | > loss_disc: 2.2668442726135254 (2.325391173362732) | > loss_disc_real_0: 0.19085460901260376 (0.18673473596572876) | > loss_disc_real_1: 0.17420606315135956 (0.17098483443260193) | > loss_disc_real_2: 0.19264380633831024 (0.2065877839922905) | > loss_disc_real_3: 0.20679694414138794 (0.2077643871307373) | > loss_disc_real_4: 0.27922993898391724 (0.29063844680786133) | > loss_disc_real_5: 0.18842099606990814 (0.20637652277946472) | > loss_0: 2.2668442726135254 (2.325391173362732) | > loss_gen: 2.9206135272979736 (2.863938331604004) | > loss_kl: 2.046476125717163 (2.047440767288208) | > loss_feat: 8.181008338928223 (8.023786544799805) | > loss_mel: 13.430991172790527 (13.151475429534912) | > loss_duration: 1.8606518507003784 (1.8390954732894897) | > loss_1: 28.439741134643555 (27.92573642730713)  --> STEP: 3 | > loss_disc: 2.3383901119232178 (2.329724152882894) | > loss_disc_real_0: 0.19712722301483154 (0.1901988983154297) | > loss_disc_real_1: 0.16883964836597443 (0.17026977241039276) | > loss_disc_real_2: 0.1994127482175827 (0.20419610540072122) | > loss_disc_real_3: 0.2097664624452591 (0.20843174556891123) | > loss_disc_real_4: 0.3069639205932617 (0.2960802714029948) | > loss_disc_real_5: 0.2234906256198883 (0.21208122372627258) | > loss_0: 2.3383901119232178 (2.329724152882894) | > loss_gen: 2.888908863067627 (2.8722618420918784) | > loss_kl: 1.8353203535079956 (1.976733962694804) | > loss_feat: 8.3387451171875 (8.128772735595703) | > loss_mel: 13.745064735412598 (13.34933853149414) | > loss_duration: 1.840986728668213 (1.8397258917490642) | > loss_1: 28.649024963378906 (28.166832605997723)  --> STEP: 4 | > loss_disc: 2.296804666519165 (2.3214942812919617) | > loss_disc_real_0: 0.1758211851119995 (0.18660447001457214) | > loss_disc_real_1: 0.17658023536205292 (0.1718473881483078) | > loss_disc_real_2: 0.21595637500286102 (0.20713617280125618) | > loss_disc_real_3: 0.18840964138507843 (0.20342621952295303) | > loss_disc_real_4: 0.24276088178157806 (0.2827504239976406) | > loss_disc_real_5: 0.22274260222911835 (0.21474656835198402) | > loss_0: 2.296804666519165 (2.3214942812919617) | > loss_gen: 2.839787483215332 (2.8641432523727417) | > loss_kl: 1.9543620347976685 (1.97114098072052) | > loss_feat: 8.953689575195312 (8.335001945495605) | > loss_mel: 13.674101829528809 (13.430529356002808) | > loss_duration: 1.7813001871109009 (1.8251194655895233) | > loss_1: 29.20323944091797 (28.425934314727783) --> EVAL PERFORMANCE | > avg_loader_time: 0.3335954546928406 (+0.004807233810424805) | > avg_loss_disc: 2.3214942812919617 (-0.04208576679229736) | > avg_loss_disc_real_0: 0.18660447001457214 (-0.0011948496103286743) | > avg_loss_disc_real_1: 0.1718473881483078 (+0.0009838119149208069) | > avg_loss_disc_real_2: 0.20713617280125618 (-0.04514678195118904) | > avg_loss_disc_real_3: 0.20342621952295303 (-0.07741285115480423) | > avg_loss_disc_real_4: 0.2827504239976406 (+0.03201238438487053) | > avg_loss_disc_real_5: 0.21474656835198402 (-0.05201774463057518) | > avg_loss_0: 2.3214942812919617 (-0.04208576679229736) | > avg_loss_gen: 2.8641432523727417 (+0.0023630857467651367) | > avg_loss_kl: 1.97114098072052 (-0.1253589689731598) | > avg_loss_feat: 8.335001945495605 (-0.40953636169433594) | > avg_loss_mel: 13.430529356002808 (-0.6422345638275146) | > avg_loss_duration: 1.8251194655895233 (-0.009917885065078735) | > avg_loss_1: 28.425934314727783 (-1.1846857070922852)  > EPOCH: 426/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 16:42:08)   --> TIME: 2025-05-11 16:42:43 -- STEP: 37/725 -- GLOBAL_STEP: 354750 | > loss_disc: 2.2032957077026367 (2.2001448257549394) | > loss_disc_real_0: 0.14458821713924408 (0.1361359655857086) | > loss_disc_real_1: 0.18389961123466492 (0.1893252484701775) | > loss_disc_real_2: 0.18092986941337585 (0.18888752967924682) | > loss_disc_real_3: 0.2175031155347824 (0.2069342724374823) | > loss_disc_real_4: 0.19824452698230743 (0.19219170389948664) | > loss_disc_real_5: 0.1990283578634262 (0.20829946447063136) | > loss_0: 2.2032957077026367 (2.2001448257549394) | > grad_norm_0: tensor(20.1548, device='cuda:0') (tensor(20.6649, device='cuda:0')) | > loss_gen: 2.8244879245758057 (2.778166081454303) | > loss_kl: 1.7631120681762695 (1.7287677429817816) | > loss_feat: 7.739502906799316 (8.341578702668887) | > loss_mel: 12.738627433776855 (13.118151974033665) | > loss_duration: 1.6739810705184937 (1.6619546767827627) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.739709854125977 (27.628619013605892) | > grad_norm_1: tensor(128.4383, device='cuda:0') (tensor(356.1448, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8941 (0.864514363778604) | > loader_time: 0.0112 (0.010272528674151448)  --> TIME: 2025-05-11 16:43:28 -- STEP: 87/725 -- GLOBAL_STEP: 354800 | > loss_disc: 2.2846174240112305 (2.203188923583634) | > loss_disc_real_0: 0.13729023933410645 (0.13607830494299705) | > loss_disc_real_1: 0.19145530462265015 (0.18960049714165172) | > loss_disc_real_2: 0.18308520317077637 (0.18939050586744285) | > loss_disc_real_3: 0.20107147097587585 (0.20604604705311794) | > loss_disc_real_4: 0.21571847796440125 (0.19460602584241454) | > loss_disc_real_5: 0.22649028897285461 (0.20685429648421277) | > loss_0: 2.2846174240112305 (2.203188923583634) | > grad_norm_0: tensor(10.7388, device='cuda:0') (tensor(19.5429, device='cuda:0')) | > loss_gen: 2.6050548553466797 (2.7587352895188606) | > loss_kl: 1.6672359704971313 (1.728379468808229) | > loss_feat: 6.933255195617676 (8.259352848447605) | > loss_mel: 11.00459098815918 (12.981926326094003) | > loss_duration: 1.6337316036224365 (1.6646185880419853) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.843870162963867 (27.39301258394088) | > grad_norm_1: tensor(288.4613, device='cuda:0') (tensor(342.1028, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8402 (0.8701487574084051) | > loader_time: 0.0098 (0.01052368098291858)  --> TIME: 2025-05-11 16:44:12 -- STEP: 137/725 -- GLOBAL_STEP: 354850 | > loss_disc: 2.044029951095581 (2.198208995109056) | > loss_disc_real_0: 0.09701047092676163 (0.13519212222882437) | > loss_disc_real_1: 0.15864436328411102 (0.18982381944673776) | > loss_disc_real_2: 0.16938567161560059 (0.1891060346451989) | > loss_disc_real_3: 0.20319782197475433 (0.20546225507328986) | > loss_disc_real_4: 0.18631434440612793 (0.1942049353009593) | > loss_disc_real_5: 0.19239968061447144 (0.20657578991712444) | > loss_0: 2.044029951095581 (2.198208995109056) | > grad_norm_0: tensor(21.8239, device='cuda:0') (tensor(20.2031, device='cuda:0')) | > loss_gen: 3.118962287902832 (2.7720815108640346) | > loss_kl: 1.7295440435409546 (1.7433426580289855) | > loss_feat: 9.764250755310059 (8.298426791699264) | > loss_mel: 13.26191520690918 (13.005887149894322) | > loss_duration: 1.6551965475082397 (1.6645642954067592) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.529869079589844 (27.48430256251871) | > grad_norm_1: tensor(486.2033, device='cuda:0') (tensor(356.8000, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8425 (0.869224069762404) | > loader_time: 0.0097 (0.010495250242469955)  --> TIME: 2025-05-11 16:44:55 -- STEP: 187/725 -- GLOBAL_STEP: 354900 | > loss_disc: 2.3555026054382324 (2.1970258128834277) | > loss_disc_real_0: 0.19281375408172607 (0.13547823195629577) | > loss_disc_real_1: 0.20568691194057465 (0.18978379308221183) | > loss_disc_real_2: 0.20322757959365845 (0.1894181158772126) | > loss_disc_real_3: 0.20533211529254913 (0.2047235190390266) | > loss_disc_real_4: 0.19920015335083008 (0.19407238831175844) | > loss_disc_real_5: 0.18828870356082916 (0.20604109238175786) | > loss_0: 2.3555026054382324 (2.1970258128834277) | > grad_norm_0: tensor(18.5881, device='cuda:0') (tensor(21.8160, device='cuda:0')) | > loss_gen: 2.618640661239624 (2.784088252062466) | > loss_kl: 1.6431849002838135 (1.7370095935097352) | > loss_feat: 6.800265312194824 (8.322449360301787) | > loss_mel: 11.138364791870117 (13.014532589019934) | > loss_duration: 1.691017746925354 (1.6661525964736945) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.89147186279297 (27.524232517589223) | > grad_norm_1: tensor(168.5665, device='cuda:0') (tensor(378.8449, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8607 (0.8663226946152469) | > loader_time: 0.0104 (0.010533518969693923)  --> TIME: 2025-05-11 16:45:39 -- STEP: 237/725 -- GLOBAL_STEP: 354950 | > loss_disc: 2.1264710426330566 (2.201954386908293) | > loss_disc_real_0: 0.13962723314762115 (0.13678345983289963) | > loss_disc_real_1: 0.1877720057964325 (0.19046218825291988) | > loss_disc_real_2: 0.1714489758014679 (0.18936324352202027) | > loss_disc_real_3: 0.18877853453159332 (0.2048300253188057) | > loss_disc_real_4: 0.19339312613010406 (0.19442627211160302) | > loss_disc_real_5: 0.2240290343761444 (0.20648355247602182) | > loss_0: 2.1264710426330566 (2.201954386908293) | > grad_norm_0: tensor(27.4963, device='cuda:0') (tensor(21.2938, device='cuda:0')) | > loss_gen: 2.927598476409912 (2.773318676002921) | > loss_kl: 1.9131850004196167 (1.7318781201849507) | > loss_feat: 8.104562759399414 (8.281594489697161) | > loss_mel: 13.003999710083008 (12.969289791734909) | > loss_duration: 1.6444519758224487 (1.6663826870012892) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.59379768371582 (27.422463831519277) | > grad_norm_1: tensor(362.4974, device='cuda:0') (tensor(360.1206, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8329 (0.8661576544685204) | > loader_time: 0.0108 (0.010543524464474449)  --> TIME: 2025-05-11 16:46:23 -- STEP: 287/725 -- GLOBAL_STEP: 355000 | > loss_disc: 2.1965367794036865 (2.200839036017759) | > loss_disc_real_0: 0.1376670002937317 (0.13635827452982754) | > loss_disc_real_1: 0.21215955913066864 (0.19079227589771727) | > loss_disc_real_2: 0.18233589828014374 (0.18890154304612383) | > loss_disc_real_3: 0.2105022370815277 (0.20478957128234032) | > loss_disc_real_4: 0.20153817534446716 (0.19408729386869628) | > loss_disc_real_5: 0.1848730444908142 (0.20688089229919354) | > loss_0: 2.1965367794036865 (2.200839036017759) | > grad_norm_0: tensor(31.7747, device='cuda:0') (tensor(20.9198, device='cuda:0')) | > loss_gen: 2.7358570098876953 (2.7689771344852785) | > loss_kl: 1.6025152206420898 (1.7283872789622179) | > loss_feat: 7.88020658493042 (8.25579118396347) | > loss_mel: 12.283348083496094 (12.933389045635579) | > loss_duration: 1.6778769493103027 (1.6666717940506621) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.1798038482666 (27.353216470326274) | > grad_norm_1: tensor(526.8529, device='cuda:0') (tensor(358.5039, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8507 (0.8639047959955728) | > loader_time: 0.0113 (0.010566245388070883) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_355000.pth  --> TIME: 2025-05-11 16:47:09 -- STEP: 337/725 -- GLOBAL_STEP: 355050 | > loss_disc: 2.2281734943389893 (2.1985729724080345) | > loss_disc_real_0: 0.16484765708446503 (0.13552198061603463) | > loss_disc_real_1: 0.1754034161567688 (0.1903519682166131) | > loss_disc_real_2: 0.19090299308300018 (0.18873379691241404) | > loss_disc_real_3: 0.22295376658439636 (0.20489068581371703) | > loss_disc_real_4: 0.2000231295824051 (0.19405702384360107) | > loss_disc_real_5: 0.22557461261749268 (0.20711984487598656) | > loss_0: 2.2281734943389893 (2.1985729724080345) | > grad_norm_0: tensor(25.8977, device='cuda:0') (tensor(20.8297, device='cuda:0')) | > loss_gen: 2.8745546340942383 (2.770321792947786) | > loss_kl: 1.6190228462219238 (1.7244379148992655) | > loss_feat: 8.285025596618652 (8.276259410982666) | > loss_mel: 12.544719696044922 (12.921399829649424) | > loss_duration: 1.6547198295593262 (1.666323836196424) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.978042602539062 (27.35874280731473) | > grad_norm_1: tensor(156.6465, device='cuda:0') (tensor(360.0699, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8653 (0.8638688336494063) | > loader_time: 0.0104 (0.010601869322779631)  --> TIME: 2025-05-11 16:47:54 -- STEP: 387/725 -- GLOBAL_STEP: 355100 | > loss_disc: 2.321470260620117 (2.1997165920198434) | > loss_disc_real_0: 0.1343126893043518 (0.13570537720385759) | > loss_disc_real_1: 0.22136928141117096 (0.19056296005883577) | > loss_disc_real_2: 0.2024337649345398 (0.1885801078583227) | > loss_disc_real_3: 0.2350853979587555 (0.20496610684912334) | > loss_disc_real_4: 0.19596529006958008 (0.19415889888308765) | > loss_disc_real_5: 0.24276696145534515 (0.2073599511338759) | > loss_0: 2.321470260620117 (2.1997165920198434) | > grad_norm_0: tensor(30.5241, device='cuda:0') (tensor(21.0328, device='cuda:0')) | > loss_gen: 2.7687320709228516 (2.769309289079614) | > loss_kl: 1.6470658779144287 (1.7262424187450751) | > loss_feat: 7.668537139892578 (8.268179776440595) | > loss_mel: 12.088254928588867 (12.936085274669239) | > loss_duration: 1.7515367269515991 (1.6663027145449814) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.92412757873535 (27.366119498122263) | > grad_norm_1: tensor(405.9576, device='cuda:0') (tensor(360.4237, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8813 (0.8648668697022038) | > loader_time: 0.0132 (0.010606606185282237)  --> TIME: 2025-05-11 16:48:37 -- STEP: 437/725 -- GLOBAL_STEP: 355150 | > loss_disc: 2.14424991607666 (2.2008191879062964) | > loss_disc_real_0: 0.10837510228157043 (0.13603422359416367) | > loss_disc_real_1: 0.17763836681842804 (0.19059451360860735) | > loss_disc_real_2: 0.18719005584716797 (0.18847431392500547) | > loss_disc_real_3: 0.17548900842666626 (0.20517762022378516) | > loss_disc_real_4: 0.1936827301979065 (0.19418390773799377) | > loss_disc_real_5: 0.223545104265213 (0.2073382104766178) | > loss_0: 2.14424991607666 (2.2008191879062964) | > grad_norm_0: tensor(19.2012, device='cuda:0') (tensor(21.1220, device='cuda:0')) | > loss_gen: 2.7548892498016357 (2.769436036967578) | > loss_kl: 1.757472038269043 (1.7268367746601931) | > loss_feat: 8.980168342590332 (8.267646541857323) | > loss_mel: 13.986830711364746 (12.929346208987024) | > loss_duration: 1.6206660270690918 (1.6662121874789624) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.100027084350586 (27.35947775240621) | > grad_norm_1: tensor(339.2609, device='cuda:0') (tensor(361.2452, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.9004 (0.8641932676258569) | > loader_time: 0.0106 (0.010645525951952905)  --> TIME: 2025-05-11 16:49:21 -- STEP: 487/725 -- GLOBAL_STEP: 355200 | > loss_disc: 2.316444158554077 (2.2036689630034525) | > loss_disc_real_0: 0.12221065163612366 (0.13582492326013376) | > loss_disc_real_1: 0.19175072014331818 (0.19108933427617783) | > loss_disc_real_2: 0.20143944025039673 (0.18867048036758416) | > loss_disc_real_3: 0.19454221427440643 (0.20540263165683473) | > loss_disc_real_4: 0.19786128401756287 (0.19431013263593705) | > loss_disc_real_5: 0.24345169961452484 (0.2079735301603282) | > loss_0: 2.316444158554077 (2.2036689630034525) | > grad_norm_0: tensor(20.5060, device='cuda:0') (tensor(20.9518, device='cuda:0')) | > loss_gen: 2.5744102001190186 (2.7658746169088326) | > loss_kl: 1.745048999786377 (1.7272256989743429) | > loss_feat: 7.320105075836182 (8.245711537112438) | > loss_mel: 12.118138313293457 (12.917955214482799) | > loss_duration: 1.6491186618804932 (1.6667640150450094) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.40682029724121 (27.32353108227865) | > grad_norm_1: tensor(137.4507, device='cuda:0') (tensor(358.4560, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8307 (0.8639754255204721) | > loader_time: 0.0131 (0.010674258277156764)  --> TIME: 2025-05-11 16:50:05 -- STEP: 537/725 -- GLOBAL_STEP: 355250 | > loss_disc: 2.174528121948242 (2.2035328054339303) | > loss_disc_real_0: 0.10368139296770096 (0.13588800300710485) | > loss_disc_real_1: 0.1731577068567276 (0.19113609683136257) | > loss_disc_real_2: 0.19347889721393585 (0.18880140731454562) | > loss_disc_real_3: 0.2132663130760193 (0.2053675750891368) | > loss_disc_real_4: 0.19066405296325684 (0.19430838142360385) | > loss_disc_real_5: 0.20898646116256714 (0.2079644769541156) | > loss_0: 2.174528121948242 (2.2035328054339303) | > grad_norm_0: tensor(28.0594, device='cuda:0') (tensor(21.4521, device='cuda:0')) | > loss_gen: 2.7860288619995117 (2.7685418732783433) | > loss_kl: 1.7038137912750244 (1.7289513216338341) | > loss_feat: 9.318598747253418 (8.264148105678158) | > loss_mel: 13.569977760314941 (12.950431994219729) | > loss_duration: 1.7091233730316162 (1.6678369043037655) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.087541580200195 (27.37991019023419) | > grad_norm_1: tensor(438.0855, device='cuda:0') (tensor(364.4095, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8441 (0.8637619675648724) | > loader_time: 0.0109 (0.010701922287044138)  --> TIME: 2025-05-11 16:50:49 -- STEP: 587/725 -- GLOBAL_STEP: 355300 | > loss_disc: 2.2210941314697266 (2.2023920574220734) | > loss_disc_real_0: 0.12272940576076508 (0.13558367253923756) | > loss_disc_real_1: 0.20049718022346497 (0.19095925293748583) | > loss_disc_real_2: 0.15198518335819244 (0.1884801511920899) | > loss_disc_real_3: 0.24793098866939545 (0.20537328209848588) | > loss_disc_real_4: 0.1701633632183075 (0.19421745016790126) | > loss_disc_real_5: 0.25042301416397095 (0.2082533717053915) | > loss_0: 2.2210941314697266 (2.2023920574220734) | > grad_norm_0: tensor(21.6191, device='cuda:0') (tensor(21.5533, device='cuda:0')) | > loss_gen: 3.021298408508301 (2.770793472481749) | > loss_kl: 1.675371766090393 (1.7283431762731052) | > loss_feat: 9.028535842895508 (8.270613097657122) | > loss_mel: 14.500408172607422 (12.958401550020023) | > loss_duration: 1.6410882472991943 (1.6674914311306643) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.866701126098633 (27.395642698115747) | > grad_norm_1: tensor(335.9737, device='cuda:0') (tensor(366.1723, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8674 (0.8638590186377402) | > loader_time: 0.0121 (0.010712660963328164)  --> TIME: 2025-05-11 16:51:33 -- STEP: 637/725 -- GLOBAL_STEP: 355350 | > loss_disc: 2.1976208686828613 (2.202504039372156) | > loss_disc_real_0: 0.11085698008537292 (0.13520121428197368) | > loss_disc_real_1: 0.1791391521692276 (0.19082668119547327) | > loss_disc_real_2: 0.1836591213941574 (0.188687884311661) | > loss_disc_real_3: 0.20040099322795868 (0.2052733324573403) | > loss_disc_real_4: 0.17753078043460846 (0.19450877691082535) | > loss_disc_real_5: 0.19195868074893951 (0.2085354228268613) | > loss_0: 2.1976208686828613 (2.202504039372156) | > grad_norm_0: tensor(23.7916, device='cuda:0') (tensor(21.5090, device='cuda:0')) | > loss_gen: 2.8408267498016357 (2.769960089418542) | > loss_kl: 1.9065967798233032 (1.7275102226475898) | > loss_feat: 8.131485939025879 (8.271424936537084) | > loss_mel: 11.96477222442627 (12.977972398934597) | > loss_duration: 1.6396383047103882 (1.6672616933166886) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.483320236206055 (27.414129314093238) | > grad_norm_1: tensor(463.0671, device='cuda:0') (tensor(368.6111, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.8498 (0.8641615673735903) | > loader_time: 0.0095 (0.010741647783216542)  --> TIME: 2025-05-11 16:52:17 -- STEP: 687/725 -- GLOBAL_STEP: 355400 | > loss_disc: 2.2881736755371094 (2.202624370611045) | > loss_disc_real_0: 0.1878327876329422 (0.13520860708870377) | > loss_disc_real_1: 0.196014404296875 (0.19085456315954005) | > loss_disc_real_2: 0.22161225974559784 (0.18880415060374414) | > loss_disc_real_3: 0.1903039813041687 (0.20528994517989207) | > loss_disc_real_4: 0.1929231584072113 (0.1946100333415439) | > loss_disc_real_5: 0.21948488056659698 (0.20823166316600172) | > loss_0: 2.2881736755371094 (2.202624370611045) | > grad_norm_0: tensor(26.4045, device='cuda:0') (tensor(21.5754, device='cuda:0')) | > loss_gen: 2.7144110202789307 (2.771181131901529) | > loss_kl: 1.6967172622680664 (1.728891992673082) | > loss_feat: 7.879379749298096 (8.270949222114918) | > loss_mel: 12.05634880065918 (12.973839405842744) | > loss_duration: 1.684723138809204 (1.6673469722184204) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.031579971313477 (27.41220870982785) | > grad_norm_1: tensor(478.2211, device='cuda:0') (tensor(373.3052, device='cuda:0')) | > current_lr_0: 0.00018962795826351752 | > current_lr_1: 0.00018962795826351752 | > step_time: 0.886 (0.8635077414033716) | > loader_time: 0.0112 (0.01074743930255829)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4140567779541016 (2.4140567779541016) | > loss_disc_real_0: 0.11933473497629166 (0.11933473497629166) | > loss_disc_real_1: 0.20099397003650665 (0.20099397003650665) | > loss_disc_real_2: 0.3087408244609833 (0.3087408244609833) | > loss_disc_real_3: 0.28173908591270447 (0.28173908591270447) | > loss_disc_real_4: 0.25911763310432434 (0.25911763310432434) | > loss_disc_real_5: 0.20702902972698212 (0.20702902972698212) | > loss_0: 2.4140567779541016 (2.4140567779541016) | > loss_gen: 2.682340383529663 (2.682340383529663) | > loss_kl: 2.0966620445251465 (2.0966620445251465) | > loss_feat: 7.456154823303223 (7.456154823303223) | > loss_mel: 12.370920181274414 (12.370920181274414) | > loss_duration: 1.730478286743164 (1.730478286743164) | > loss_1: 26.33655548095703 (26.33655548095703)  --> STEP: 1 | > loss_disc: 2.142848253250122 (2.142848253250122) | > loss_disc_real_0: 0.089612677693367 (0.089612677693367) | > loss_disc_real_1: 0.19118492305278778 (0.19118492305278778) | > loss_disc_real_2: 0.2854417562484741 (0.2854417562484741) | > loss_disc_real_3: 0.2547074556350708 (0.2547074556350708) | > loss_disc_real_4: 0.22400328516960144 (0.22400328516960144) | > loss_disc_real_5: 0.1791449636220932 (0.1791449636220932) | > loss_0: 2.142848253250122 (2.142848253250122) | > loss_gen: 3.048555850982666 (3.048555850982666) | > loss_kl: 2.2373995780944824 (2.2373995780944824) | > loss_feat: 9.411026954650879 (9.411026954650879) | > loss_mel: 14.582816123962402 (14.582816123962402) | > loss_duration: 1.8254107236862183 (1.8254107236862183) | > loss_1: 31.105209350585938 (31.105209350585938)  --> STEP: 2 | > loss_disc: 2.2414655685424805 (2.1921569108963013) | > loss_disc_real_0: 0.10861087590456009 (0.09911177679896355) | > loss_disc_real_1: 0.18901169300079346 (0.19009830802679062) | > loss_disc_real_2: 0.2636485993862152 (0.27454517781734467) | > loss_disc_real_3: 0.2610552906990051 (0.25788137316703796) | > loss_disc_real_4: 0.2640029788017273 (0.24400313198566437) | > loss_disc_real_5: 0.201101616024971 (0.1901232898235321) | > loss_0: 2.2414655685424805 (2.1921569108963013) | > loss_gen: 2.916715145111084 (2.982635498046875) | > loss_kl: 1.8944880962371826 (2.0659438371658325) | > loss_feat: 8.553300857543945 (8.982163906097412) | > loss_mel: 13.761977195739746 (14.172396659851074) | > loss_duration: 1.8698830604553223 (1.8476468920707703) | > loss_1: 28.99636459350586 (30.0507869720459)  --> STEP: 3 | > loss_disc: 2.351698160171509 (2.2453373273213706) | > loss_disc_real_0: 0.11402063071727753 (0.10408139477173488) | > loss_disc_real_1: 0.20117494463920593 (0.19379052023092905) | > loss_disc_real_2: 0.26611730456352234 (0.27173588673273724) | > loss_disc_real_3: 0.25713062286376953 (0.2576311230659485) | > loss_disc_real_4: 0.2844901382923126 (0.2574988007545471) | > loss_disc_real_5: 0.22895018756389618 (0.20306558907032013) | > loss_0: 2.351698160171509 (2.2453373273213706) | > loss_gen: 2.725653648376465 (2.8969748814900718) | > loss_kl: 1.8909434080123901 (2.0076103607813516) | > loss_feat: 7.093928813934326 (8.352752208709717) | > loss_mel: 12.207159996032715 (13.517317771911621) | > loss_duration: 1.8426575660705566 (1.8459837834040325) | > loss_1: 25.760343551635742 (28.620639165242512)  --> STEP: 4 | > loss_disc: 2.270770788192749 (2.251695692539215) | > loss_disc_real_0: 0.09475009143352509 (0.10174856893718243) | > loss_disc_real_1: 0.19566994905471802 (0.1942603774368763) | > loss_disc_real_2: 0.24842485785484314 (0.2659081295132637) | > loss_disc_real_3: 0.2546118497848511 (0.25687630474567413) | > loss_disc_real_4: 0.26087915897369385 (0.2583438903093338) | > loss_disc_real_5: 0.21298371255397797 (0.2055451199412346) | > loss_0: 2.270770788192749 (2.251695692539215) | > loss_gen: 2.819718599319458 (2.877660810947418) | > loss_kl: 1.8867825269699097 (1.9774034023284912) | > loss_feat: 8.403642654418945 (8.365474820137024) | > loss_mel: 13.59836483001709 (13.537579536437988) | > loss_duration: 1.782585859298706 (1.8301343023777008) | > loss_1: 28.4910945892334 (28.588253021240234) --> EVAL PERFORMANCE | > avg_loader_time: 0.32897859811782837 (-0.004616856575012207) | > avg_loss_disc: 2.251695692539215 (-0.06979858875274658) | > avg_loss_disc_real_0: 0.10174856893718243 (-0.08485590107738972) | > avg_loss_disc_real_1: 0.1942603774368763 (+0.022412989288568497) | > avg_loss_disc_real_2: 0.2659081295132637 (+0.05877195671200752) | > avg_loss_disc_real_3: 0.25687630474567413 (+0.0534500852227211) | > avg_loss_disc_real_4: 0.2583438903093338 (-0.02440653368830681) | > avg_loss_disc_real_5: 0.2055451199412346 (-0.009201448410749435) | > avg_loss_0: 2.251695692539215 (-0.06979858875274658) | > avg_loss_gen: 2.877660810947418 (+0.013517558574676514) | > avg_loss_kl: 1.9774034023284912 (+0.006262421607971191) | > avg_loss_feat: 8.365474820137024 (+0.030472874641418457) | > avg_loss_mel: 13.537579536437988 (+0.10705018043518066) | > avg_loss_duration: 1.8301343023777008 (+0.00501483678817749) | > avg_loss_1: 28.588253021240234 (+0.16231870651245117)  > EPOCH: 427/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 16:52:57)   --> TIME: 2025-05-11 16:53:10 -- STEP: 12/725 -- GLOBAL_STEP: 355450 | > loss_disc: 2.367043972015381 (2.170889933904012) | > loss_disc_real_0: 0.17236478626728058 (0.13328933219114938) | > loss_disc_real_1: 0.24111559987068176 (0.19263145327568054) | > loss_disc_real_2: 0.22380413115024567 (0.18205983564257622) | > loss_disc_real_3: 0.21336738765239716 (0.20095268016060194) | > loss_disc_real_4: 0.22788763046264648 (0.1866187552611033) | > loss_disc_real_5: 0.1966753751039505 (0.20599060008923212) | > loss_0: 2.367043972015381 (2.170889933904012) | > grad_norm_0: tensor(25.5719, device='cuda:0') (tensor(25.2391, device='cuda:0')) | > loss_gen: 2.6364316940307617 (2.8176941871643066) | > loss_kl: 1.8579014539718628 (1.7270242075125377) | > loss_feat: 6.430288791656494 (8.427062312761942) | > loss_mel: 11.558266639709473 (13.104605515797934) | > loss_duration: 1.683413028717041 (1.6651868025461833) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.16629981994629 (27.741572856903076) | > grad_norm_1: tensor(225.2026, device='cuda:0') (tensor(405.5862, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8577 (0.842246393362681) | > loader_time: 0.0095 (0.010720948378245035)  --> TIME: 2025-05-11 16:53:54 -- STEP: 62/725 -- GLOBAL_STEP: 355500 | > loss_disc: 2.2123923301696777 (2.192217613420179) | > loss_disc_real_0: 0.14451755583286285 (0.13487046752725879) | > loss_disc_real_1: 0.22465470433235168 (0.1916911700560201) | > loss_disc_real_2: 0.19890737533569336 (0.18725223094224927) | > loss_disc_real_3: 0.2252417802810669 (0.20477569247445754) | > loss_disc_real_4: 0.20670680701732635 (0.19371735665106005) | > loss_disc_real_5: 0.16148343682289124 (0.205627842776237) | > loss_0: 2.2123923301696777 (2.192217613420179) | > grad_norm_0: tensor(25.9448, device='cuda:0') (tensor(24.7365, device='cuda:0')) | > loss_gen: 2.7693886756896973 (2.802875449580531) | > loss_kl: 1.7581233978271484 (1.736281471867715) | > loss_feat: 7.522324562072754 (8.405599901753089) | > loss_mel: 12.68420696258545 (13.212560699832055) | > loss_duration: 1.693325161933899 (1.6646386865646607) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.4273681640625 (27.821956111538796) | > grad_norm_1: tensor(450.4277, device='cuda:0') (tensor(441.6983, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8699 (0.8613520168489025) | > loader_time: 0.0128 (0.010721787329643004)  --> TIME: 2025-05-11 16:54:38 -- STEP: 112/725 -- GLOBAL_STEP: 355550 | > loss_disc: 2.175832748413086 (2.1942269323127612) | > loss_disc_real_0: 0.14863333106040955 (0.13384605970765862) | > loss_disc_real_1: 0.2080722451210022 (0.19167499696569784) | > loss_disc_real_2: 0.18344123661518097 (0.1870940889098814) | > loss_disc_real_3: 0.19347912073135376 (0.20545833478016512) | > loss_disc_real_4: 0.15565788745880127 (0.1947158355531948) | > loss_disc_real_5: 0.22537682950496674 (0.206245146425707) | > loss_0: 2.175832748413086 (2.1942269323127612) | > grad_norm_0: tensor(23.0121, device='cuda:0') (tensor(23.4089, device='cuda:0')) | > loss_gen: 2.7153897285461426 (2.785390417490688) | > loss_kl: 1.55489981174469 (1.7493111863732338) | > loss_feat: 8.506792068481445 (8.345319139105934) | > loss_mel: 13.506503105163574 (13.079383313655853) | > loss_duration: 1.6847575902938843 (1.6682947565402304) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.968341827392578 (27.627698676926748) | > grad_norm_1: tensor(357.2998, device='cuda:0') (tensor(410.8015, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8472 (0.8635655364819934) | > loader_time: 0.0109 (0.010643067104475839)  --> TIME: 2025-05-11 16:55:21 -- STEP: 162/725 -- GLOBAL_STEP: 355600 | > loss_disc: 2.17024564743042 (2.1892820971983458) | > loss_disc_real_0: 0.13508407771587372 (0.13352430368095267) | > loss_disc_real_1: 0.18528710305690765 (0.1904025494500443) | > loss_disc_real_2: 0.18838635087013245 (0.18675569224136848) | > loss_disc_real_3: 0.1758892834186554 (0.20473448683818182) | > loss_disc_real_4: 0.18387509882450104 (0.19399415020957406) | > loss_disc_real_5: 0.18318893015384674 (0.20593187856821366) | > loss_0: 2.17024564743042 (2.1892820971983458) | > grad_norm_0: tensor(14.3393, device='cuda:0') (tensor(22.7533, device='cuda:0')) | > loss_gen: 2.7112419605255127 (2.783742838435704) | > loss_kl: 1.7429115772247314 (1.7498588731259475) | > loss_feat: 8.550085067749023 (8.365651401472682) | > loss_mel: 13.337345123291016 (13.07078912523058) | > loss_duration: 1.6350678205490112 (1.6678041918778126) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.97665023803711 (27.637846287385916) | > grad_norm_1: tensor(268.8349, device='cuda:0') (tensor(402.7482, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8461 (0.860889283227332) | > loader_time: 0.0108 (0.010571232548466432)  --> TIME: 2025-05-11 16:56:05 -- STEP: 212/725 -- GLOBAL_STEP: 355650 | > loss_disc: 2.3879761695861816 (2.1918807788839896) | > loss_disc_real_0: 0.1458381563425064 (0.13369784444429972) | > loss_disc_real_1: 0.1861477792263031 (0.19038933536635258) | > loss_disc_real_2: 0.19787350296974182 (0.18731549986690846) | > loss_disc_real_3: 0.19831396639347076 (0.20474181844378417) | > loss_disc_real_4: 0.22746989130973816 (0.1940083084803707) | > loss_disc_real_5: 0.21357759833335876 (0.20683049277033447) | > loss_0: 2.3879761695861816 (2.1918807788839896) | > grad_norm_0: tensor(13.8467, device='cuda:0') (tensor(22.1880, device='cuda:0')) | > loss_gen: 2.370379686355591 (2.780808623106975) | > loss_kl: 1.5395151376724243 (1.7335370098644833) | > loss_feat: 6.348565101623535 (8.363908158158358) | > loss_mel: 10.139337539672852 (13.075060682476694) | > loss_duration: 1.6863514184951782 (1.6683554632483788) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.084150314331055 (27.621669778284037) | > grad_norm_1: tensor(254.3481, device='cuda:0') (tensor(393.6498, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8693 (0.8613897449565385) | > loader_time: 0.0119 (0.010586071689173858)  --> TIME: 2025-05-11 16:56:49 -- STEP: 262/725 -- GLOBAL_STEP: 355700 | > loss_disc: 2.2356653213500977 (2.1982746674814306) | > loss_disc_real_0: 0.11280283331871033 (0.13441662811709723) | > loss_disc_real_1: 0.19382618367671967 (0.1911608159883332) | > loss_disc_real_2: 0.19994109869003296 (0.18843912043189273) | > loss_disc_real_3: 0.19422535598278046 (0.20460530512660513) | > loss_disc_real_4: 0.21932287514209747 (0.19457974751259535) | > loss_disc_real_5: 0.2088565081357956 (0.20662068700744907) | > loss_0: 2.2356653213500977 (2.1982746674814306) | > grad_norm_0: tensor(10.1543, device='cuda:0') (tensor(22.1930, device='cuda:0')) | > loss_gen: 2.776088237762451 (2.7770260162935916) | > loss_kl: 1.592355489730835 (1.7277219404701059) | > loss_feat: 7.7230329513549805 (8.328247843807887) | > loss_mel: 13.788125991821289 (13.086982930889569) | > loss_duration: 1.668297529220581 (1.6690238372970174) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.547901153564453 (27.58900243453397) | > grad_norm_1: tensor(153.6599, device='cuda:0') (tensor(389.8289, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8815 (0.8605603625756185) | > loader_time: 0.0114 (0.010660578276364857)  --> TIME: 2025-05-11 16:57:33 -- STEP: 312/725 -- GLOBAL_STEP: 355750 | > loss_disc: 2.1314682960510254 (2.1996137404289007) | > loss_disc_real_0: 0.14564095437526703 (0.1348900217801715) | > loss_disc_real_1: 0.18397797644138336 (0.19117043496897596) | > loss_disc_real_2: 0.17852158844470978 (0.18849089813347056) | > loss_disc_real_3: 0.22920599579811096 (0.20476167754102972) | > loss_disc_real_4: 0.19985206425189972 (0.19425926792124912) | > loss_disc_real_5: 0.221074640750885 (0.2073363731495845) | > loss_0: 2.1314682960510254 (2.1996137404289007) | > grad_norm_0: tensor(33.3433, device='cuda:0') (tensor(21.8212, device='cuda:0')) | > loss_gen: 2.862802267074585 (2.7734425748005895) | > loss_kl: 1.8582550287246704 (1.721106857061386) | > loss_feat: 8.513589859008789 (8.306024643091055) | > loss_mel: 14.075538635253906 (13.062258393336569) | > loss_duration: 1.666428804397583 (1.6683357128730194) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.97661590576172 (27.53116810016143) | > grad_norm_1: tensor(530.9042, device='cuda:0') (tensor(384.5867, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8664 (0.8602807812201672) | > loader_time: 0.0111 (0.010748494129914504)  --> TIME: 2025-05-11 16:58:17 -- STEP: 362/725 -- GLOBAL_STEP: 355800 | > loss_disc: 2.1939961910247803 (2.1991305341378116) | > loss_disc_real_0: 0.15947729349136353 (0.1352779003714331) | > loss_disc_real_1: 0.20414628088474274 (0.191020313917932) | > loss_disc_real_2: 0.19382482767105103 (0.18843249610280471) | > loss_disc_real_3: 0.2582460045814514 (0.20475546920991072) | > loss_disc_real_4: 0.23016108572483063 (0.19447589999075093) | > loss_disc_real_5: 0.1868143528699875 (0.207165425488962) | > loss_0: 2.1939961910247803 (2.1991305341378116) | > grad_norm_0: tensor(33.1249, device='cuda:0') (tensor(22.0645, device='cuda:0')) | > loss_gen: 2.8726181983947754 (2.775361956153786) | > loss_kl: 1.8576089143753052 (1.7153836992564122) | > loss_feat: 9.120521545410156 (8.314245346501393) | > loss_mel: 13.589523315429688 (13.048047927203102) | > loss_duration: 1.6184922456741333 (1.6672240403475689) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.05876350402832 (27.520262897343926) | > grad_norm_1: tensor(528.0204, device='cuda:0') (tensor(385.2968, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8479 (0.8611059169084327) | > loader_time: 0.0103 (0.01078123479916905)  --> TIME: 2025-05-11 16:59:01 -- STEP: 412/725 -- GLOBAL_STEP: 355850 | > loss_disc: 2.2296195030212402 (2.19878795395777) | > loss_disc_real_0: 0.12769898772239685 (0.13571503671627608) | > loss_disc_real_1: 0.20528048276901245 (0.19095704784092402) | > loss_disc_real_2: 0.20254972577095032 (0.18851260493681277) | > loss_disc_real_3: 0.20344415307044983 (0.20452956363414093) | > loss_disc_real_4: 0.20411710441112518 (0.19461378701103543) | > loss_disc_real_5: 0.21118497848510742 (0.20669100929087805) | > loss_0: 2.2296195030212402 (2.19878795395777) | > grad_norm_0: tensor(14.2575, device='cuda:0') (tensor(22.3620, device='cuda:0')) | > loss_gen: 2.5742263793945312 (2.775758397231982) | > loss_kl: 1.7630164623260498 (1.7116790911526356) | > loss_feat: 8.128602981567383 (8.307606021177424) | > loss_mel: 12.508234024047852 (13.03645766591563) | > loss_duration: 1.6857221126556396 (1.6673471545710152) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.659801483154297 (27.498848290119355) | > grad_norm_1: tensor(428.1754, device='cuda:0') (tensor(389.8930, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8595 (0.861197712351975) | > loader_time: 0.0099 (0.010825456346122968)  --> TIME: 2025-05-11 16:59:44 -- STEP: 462/725 -- GLOBAL_STEP: 355900 | > loss_disc: 2.085866928100586 (2.197788056099052) | > loss_disc_real_0: 0.11658134311437607 (0.1354075038394371) | > loss_disc_real_1: 0.1953786015510559 (0.19094194407328904) | > loss_disc_real_2: 0.1803460717201233 (0.1886865598879336) | > loss_disc_real_3: 0.22248877584934235 (0.20451397851948094) | > loss_disc_real_4: 0.16800828278064728 (0.1940853163535461) | > loss_disc_real_5: 0.18055519461631775 (0.20707159982873247) | > loss_0: 2.085866928100586 (2.197788056099052) | > grad_norm_0: tensor(15.5820, device='cuda:0') (tensor(22.0043, device='cuda:0')) | > loss_gen: 2.863351821899414 (2.774960868802422) | > loss_kl: 1.6895015239715576 (1.7106530361877375) | > loss_feat: 9.34575080871582 (8.31340989818821) | > loss_mel: 13.896077156066895 (13.037637555754031) | > loss_duration: 1.678152322769165 (1.6670647955044013) | > amp_scaler: 512.0 (260.987012987013) | > loss_1: 29.47283363342285 (27.503726104637245) | > grad_norm_1: tensor(180.3535, device='cuda:0') (tensor(385.1728, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8106 (0.8611806398862368) | > loader_time: 0.0106 (0.010912333732043514)  --> TIME: 2025-05-11 17:00:29 -- STEP: 512/725 -- GLOBAL_STEP: 355950 | > loss_disc: 2.238832712173462 (2.199437739094718) | > loss_disc_real_0: 0.10804463177919388 (0.13529987537185661) | > loss_disc_real_1: 0.18784405291080475 (0.19092705057119025) | > loss_disc_real_2: 0.1596926748752594 (0.18880629306659108) | > loss_disc_real_3: 0.233585923910141 (0.20455495838541535) | > loss_disc_real_4: 0.20580963790416718 (0.19445284752873704) | > loss_disc_real_5: 0.18646688759326935 (0.20732979651074857) | > loss_0: 2.238832712173462 (2.199437739094718) | > grad_norm_0: tensor(16.0552, device='cuda:0') (tensor(21.9230, device='cuda:0')) | > loss_gen: 2.6175289154052734 (2.7750196894630794) | > loss_kl: 1.7509325742721558 (1.710349002853036) | > loss_feat: 7.966873645782471 (8.308206105604775) | > loss_mel: 12.537759780883789 (13.037476502358915) | > loss_duration: 1.620626449584961 (1.6673372392542665) | > amp_scaler: 512.0 (285.49999999999983) | > loss_1: 26.49372100830078 (27.49838848784566) | > grad_norm_1: tensor(383.7158, device='cuda:0') (tensor(384.2747, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8611 (0.8624224136583507) | > loader_time: 0.013 (0.01097166305407882)  --> TIME: 2025-05-11 17:01:13 -- STEP: 562/725 -- GLOBAL_STEP: 356000 | > loss_disc: 2.2018980979919434 (2.200453955719902) | > loss_disc_real_0: 0.1021813452243805 (0.13532148931321306) | > loss_disc_real_1: 0.17078080773353577 (0.19102632739577863) | > loss_disc_real_2: 0.16145500540733337 (0.18874038716121933) | > loss_disc_real_3: 0.17275843024253845 (0.2046860467602774) | > loss_disc_real_4: 0.24751126766204834 (0.1948106958931875) | > loss_disc_real_5: 0.22894248366355896 (0.2075199127674527) | > loss_0: 2.2018980979919434 (2.200453955719902) | > grad_norm_0: tensor(17.0811, device='cuda:0') (tensor(22.0062, device='cuda:0')) | > loss_gen: 2.8331727981567383 (2.7723950588830433) | > loss_kl: 1.7774065732955933 (1.7134957614742563) | > loss_feat: 8.933859825134277 (8.294151779595651) | > loss_mel: 12.802706718444824 (13.01881461805297) | > loss_duration: 1.625748872756958 (1.6668758521724854) | > amp_scaler: 512.0 (305.65124555160133) | > loss_1: 27.9728946685791 (27.46573301905839) | > grad_norm_1: tensor(468.8372, device='cuda:0') (tensor(384.2961, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8898 (0.8618332690615671) | > loader_time: 0.0102 (0.0109968664807357) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_356000.pth  --> TIME: 2025-05-11 17:01:59 -- STEP: 612/725 -- GLOBAL_STEP: 356050 | > loss_disc: 2.2406134605407715 (2.2027577510456613) | > loss_disc_real_0: 0.1077125072479248 (0.13589314038993097) | > loss_disc_real_1: 0.20381316542625427 (0.19102624139072852) | > loss_disc_real_2: 0.17608791589736938 (0.1888030595785262) | > loss_disc_real_3: 0.2085263878107071 (0.2049307490826822) | > loss_disc_real_4: 0.16930854320526123 (0.19476501753225045) | > loss_disc_real_5: 0.18227289617061615 (0.2076842564285969) | > loss_0: 2.2406134605407715 (2.2027577510456613) | > grad_norm_0: tensor(20.2007, device='cuda:0') (tensor(22.3098, device='cuda:0')) | > loss_gen: 2.6553173065185547 (2.769136776721556) | > loss_kl: 1.712241768836975 (1.7143414717873713) | > loss_feat: 8.268163681030273 (8.277722057174238) | > loss_mel: 13.058895111083984 (13.001207256628799) | > loss_duration: 1.593970537185669 (1.6662138110282378) | > amp_scaler: 512.0 (322.5098039215686) | > loss_1: 27.288589477539062 (27.42862132639667) | > grad_norm_1: tensor(330.3415, device='cuda:0') (tensor(385.0442, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8182 (0.8611515892876519) | > loader_time: 0.0113 (0.01097164785160738)  --> TIME: 2025-05-11 17:02:42 -- STEP: 662/725 -- GLOBAL_STEP: 356100 | > loss_disc: 2.377455711364746 (2.2024794746741763) | > loss_disc_real_0: 0.1435314118862152 (0.13577937872748355) | > loss_disc_real_1: 0.19714950025081635 (0.19095053654332902) | > loss_disc_real_2: 0.18734298646450043 (0.1885523698166057) | > loss_disc_real_3: 0.22855669260025024 (0.20502277240832406) | > loss_disc_real_4: 0.22624430060386658 (0.19482628879590327) | > loss_disc_real_5: 0.23456932604312897 (0.20804535829408638) | > loss_0: 2.377455711364746 (2.2024794746741763) | > grad_norm_0: tensor(16.0096, device='cuda:0') (tensor(21.7626, device='cuda:0')) | > loss_gen: 2.373873233795166 (2.7666034568832703) | > loss_kl: 1.6777031421661377 (1.7149379635145294) | > loss_feat: 7.016872882843018 (8.272972799860105) | > loss_mel: 10.667454719543457 (12.982224114351766) | > loss_duration: 1.6862684488296509 (1.6666563554832945) | > amp_scaler: 256.0 (334.8882175226584) | > loss_1: 23.422170639038086 (27.40339463282928) | > grad_norm_1: tensor(331.1665, device='cuda:0') (tensor(373.8407, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8864 (0.860571427287652) | > loader_time: 0.0114 (0.010944280379488391)  --> TIME: 2025-05-11 17:03:26 -- STEP: 712/725 -- GLOBAL_STEP: 356150 | > loss_disc: 2.30141544342041 (2.202874377369878) | > loss_disc_real_0: 0.14013056457042694 (0.13571850414482045) | > loss_disc_real_1: 0.20286312699317932 (0.19091853549641177) | > loss_disc_real_2: 0.24207913875579834 (0.1887552542088741) | > loss_disc_real_3: 0.21133436262607574 (0.2051203174914202) | > loss_disc_real_4: 0.21583184599876404 (0.1947176755311783) | > loss_disc_real_5: 0.20088766515254974 (0.20785030682853756) | > loss_0: 2.30141544342041 (2.202874377369878) | > grad_norm_0: tensor(8.3317, device='cuda:0') (tensor(21.7203, device='cuda:0')) | > loss_gen: 2.687356472015381 (2.767217626397527) | > loss_kl: 1.8584572076797485 (1.71494983940312) | > loss_feat: 7.096346855163574 (8.271522899691979) | > loss_mel: 12.718489646911621 (12.981346925992646) | > loss_duration: 1.6556963920593262 (1.666083398494828) | > amp_scaler: 256.0 (329.34831460674127) | > loss_1: 26.016347885131836 (27.401120630542884) | > grad_norm_1: tensor(97.6567, device='cuda:0') (tensor(374.5635, device='cuda:0')) | > current_lr_0: 0.00018960425476873457 | > current_lr_1: 0.00018960425476873457 | > step_time: 0.8337 (0.860675790001837) | > loader_time: 0.0103 (0.010908415478267028)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.300457000732422 (2.300457000732422) | > loss_disc_real_0: 0.11600320041179657 (0.11600320041179657) | > loss_disc_real_1: 0.15617713332176208 (0.15617713332176208) | > loss_disc_real_2: 0.16765785217285156 (0.16765785217285156) | > loss_disc_real_3: 0.23622111976146698 (0.23622111976146698) | > loss_disc_real_4: 0.2038225531578064 (0.2038225531578064) | > loss_disc_real_5: 0.2082151621580124 (0.2082151621580124) | > loss_0: 2.300457000732422 (2.300457000732422) | > loss_gen: 2.3413736820220947 (2.3413736820220947) | > loss_kl: 2.0048861503601074 (2.0048861503601074) | > loss_feat: 8.805856704711914 (8.805856704711914) | > loss_mel: 14.208602905273438 (14.208602905273438) | > loss_duration: 1.7293914556503296 (1.7293914556503296) | > loss_1: 29.090110778808594 (29.090110778808594)  --> STEP: 1 | > loss_disc: 2.3287813663482666 (2.3287813663482666) | > loss_disc_real_0: 0.1257132738828659 (0.1257132738828659) | > loss_disc_real_1: 0.16417814791202545 (0.16417814791202545) | > loss_disc_real_2: 0.19269150495529175 (0.19269150495529175) | > loss_disc_real_3: 0.22130155563354492 (0.22130155563354492) | > loss_disc_real_4: 0.20377081632614136 (0.20377081632614136) | > loss_disc_real_5: 0.19103409349918365 (0.19103409349918365) | > loss_0: 2.3287813663482666 (2.3287813663482666) | > loss_gen: 2.2689099311828613 (2.2689099311828613) | > loss_kl: 2.1861019134521484 (2.1861019134521484) | > loss_feat: 8.639607429504395 (8.639607429504395) | > loss_mel: 12.94302749633789 (12.94302749633789) | > loss_duration: 1.846072793006897 (1.846072793006897) | > loss_1: 27.88372039794922 (27.88372039794922)  --> STEP: 2 | > loss_disc: 2.2527987957000732 (2.29079008102417) | > loss_disc_real_0: 0.10915366560220718 (0.11743346974253654) | > loss_disc_real_1: 0.1573355346918106 (0.16075684130191803) | > loss_disc_real_2: 0.16896679997444153 (0.18082915246486664) | > loss_disc_real_3: 0.24240908026695251 (0.23185531795024872) | > loss_disc_real_4: 0.186592236161232 (0.19518152624368668) | > loss_disc_real_5: 0.1733320951461792 (0.18218309432268143) | > loss_0: 2.2527987957000732 (2.29079008102417) | > loss_gen: 2.3237125873565674 (2.2963112592697144) | > loss_kl: 1.9711190462112427 (2.0786104798316956) | > loss_feat: 8.705164909362793 (8.672386169433594) | > loss_mel: 13.493677139282227 (13.218352317810059) | > loss_duration: 1.8640596866607666 (1.8550662398338318) | > loss_1: 28.35773277282715 (28.120726585388184)  --> STEP: 3 | > loss_disc: 2.1694250106811523 (2.2503350575764975) | > loss_disc_real_0: 0.0900617241859436 (0.10830955455700557) | > loss_disc_real_1: 0.15450473129749298 (0.15867280463377634) | > loss_disc_real_2: 0.1461784690618515 (0.1692789246638616) | > loss_disc_real_3: 0.2210051268339157 (0.22823858757813772) | > loss_disc_real_4: 0.21833451092243195 (0.20289918780326843) | > loss_disc_real_5: 0.17075273394584656 (0.1783729741970698) | > loss_0: 2.1694250106811523 (2.2503350575764975) | > loss_gen: 2.5288774967193604 (2.373833338419596) | > loss_kl: 2.186647653579712 (2.114622871081034) | > loss_feat: 10.283890724182129 (9.209554354349772) | > loss_mel: 15.436834335327148 (13.957846323649088) | > loss_duration: 1.8478659391403198 (1.8526661396026611) | > loss_1: 32.284114837646484 (29.508522669474285)  --> STEP: 4 | > loss_disc: 2.0246238708496094 (2.1939072608947754) | > loss_disc_real_0: 0.08192113041877747 (0.10171244852244854) | > loss_disc_real_1: 0.14340688288211823 (0.15485632419586182) | > loss_disc_real_2: 0.136432945728302 (0.1610674299299717) | > loss_disc_real_3: 0.20649613440036774 (0.22280297428369522) | > loss_disc_real_4: 0.16641879081726074 (0.1937790885567665) | > loss_disc_real_5: 0.16999246180057526 (0.17627784609794617) | > loss_0: 2.0246238708496094 (2.1939072608947754) | > loss_gen: 2.58823561668396 (2.4274339079856873) | > loss_kl: 1.9386308193206787 (2.0706248581409454) | > loss_feat: 10.547019004821777 (9.543920516967773) | > loss_mel: 15.80859661102295 (14.420533895492554) | > loss_duration: 1.7734112739562988 (1.8328524231910706) | > loss_1: 32.6558952331543 (30.295365810394287) --> EVAL PERFORMANCE | > avg_loader_time: 0.3320690393447876 (+0.0030904412269592285) | > avg_loss_disc: 2.1939072608947754 (-0.0577884316444397) | > avg_loss_disc_real_0: 0.10171244852244854 (-3.612041473388672e-05) | > avg_loss_disc_real_1: 0.15485632419586182 (-0.03940405324101448) | > avg_loss_disc_real_2: 0.1610674299299717 (-0.10484069958329201) | > avg_loss_disc_real_3: 0.22280297428369522 (-0.03407333046197891) | > avg_loss_disc_real_4: 0.1937790885567665 (-0.06456480175256729) | > avg_loss_disc_real_5: 0.17627784609794617 (-0.02926727384328842) | > avg_loss_0: 2.1939072608947754 (-0.0577884316444397) | > avg_loss_gen: 2.4274339079856873 (-0.45022690296173096) | > avg_loss_kl: 2.0706248581409454 (+0.09322145581245422) | > avg_loss_feat: 9.543920516967773 (+1.1784456968307495) | > avg_loss_mel: 14.420533895492554 (+0.8829543590545654) | > avg_loss_duration: 1.8328524231910706 (+0.002718120813369751) | > avg_loss_1: 30.295365810394287 (+1.7071127891540527)  > EPOCH: 428/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 17:03:44)   --> TIME: 2025-05-11 17:04:19 -- STEP: 37/725 -- GLOBAL_STEP: 356200 | > loss_disc: 2.2049217224121094 (2.211421347953177) | > loss_disc_real_0: 0.18055102229118347 (0.13655365157771754) | > loss_disc_real_1: 0.19385910034179688 (0.1924346032980326) | > loss_disc_real_2: 0.1755620539188385 (0.18781152085677996) | > loss_disc_real_3: 0.1684139221906662 (0.20626178182460167) | > loss_disc_real_4: 0.15964080393314362 (0.1962882030654598) | > loss_disc_real_5: 0.16584493219852448 (0.2105281441598325) | > loss_0: 2.2049217224121094 (2.211421347953177) | > grad_norm_0: tensor(25.5882, device='cuda:0') (tensor(21.7593, device='cuda:0')) | > loss_gen: 2.7118988037109375 (2.755551473514454) | > loss_kl: 1.4470285177230835 (1.7043981809873838) | > loss_feat: 8.258519172668457 (8.274116799638078) | > loss_mel: 12.867915153503418 (13.066955128231564) | > loss_duration: 1.6451892852783203 (1.6592327968494311) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.930551528930664 (27.4602544629896) | > grad_norm_1: tensor(123.3620, device='cuda:0') (tensor(375.0804, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8698 (0.8589278556205131) | > loader_time: 0.0103 (0.01061053533811827)  --> TIME: 2025-05-11 17:05:03 -- STEP: 87/725 -- GLOBAL_STEP: 356250 | > loss_disc: 2.1919140815734863 (2.216578464398439) | > loss_disc_real_0: 0.14315032958984375 (0.13598772001334986) | > loss_disc_real_1: 0.1995597630739212 (0.19132237376152783) | > loss_disc_real_2: 0.17877648770809174 (0.19083369548978477) | > loss_disc_real_3: 0.19952823221683502 (0.2068260282963172) | > loss_disc_real_4: 0.1972850263118744 (0.1957452511307837) | > loss_disc_real_5: 0.20538677275180817 (0.2112682192832574) | > loss_0: 2.1919140815734863 (2.216578464398439) | > grad_norm_0: tensor(28.0406, device='cuda:0') (tensor(21.9512, device='cuda:0')) | > loss_gen: 2.8736562728881836 (2.7681514367289926) | > loss_kl: 1.5994141101837158 (1.7054472873950828) | > loss_feat: 8.743353843688965 (8.327250360072345) | > loss_mel: 13.639427185058594 (13.132232644092078) | > loss_duration: 1.6481516361236572 (1.6611778544283462) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.50400161743164 (27.594259766326555) | > grad_norm_1: tensor(242.8006, device='cuda:0') (tensor(372.8665, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8256 (0.8613738081921106) | > loader_time: 0.0103 (0.010577201843261719)  --> TIME: 2025-05-11 17:05:47 -- STEP: 137/725 -- GLOBAL_STEP: 356300 | > loss_disc: 2.1785106658935547 (2.212559752220655) | > loss_disc_real_0: 0.12863771617412567 (0.13572039025543375) | > loss_disc_real_1: 0.18455803394317627 (0.19063301395325766) | > loss_disc_real_2: 0.2137589305639267 (0.19009404069315775) | > loss_disc_real_3: 0.2089242786169052 (0.20676390119712718) | > loss_disc_real_4: 0.19448673725128174 (0.19585363806164177) | > loss_disc_real_5: 0.21474045515060425 (0.21013789759935253) | > loss_0: 2.1785106658935547 (2.212559752220655) | > grad_norm_0: tensor(14.8528, device='cuda:0') (tensor(21.2172, device='cuda:0')) | > loss_gen: 2.855480194091797 (2.767732139921536) | > loss_kl: 1.8611313104629517 (1.7183689018235588) | > loss_feat: 8.226244926452637 (8.315979400690452) | > loss_mel: 12.135763168334961 (13.085340284083012) | > loss_duration: 1.6578452587127686 (1.6632992986344943) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.736465454101562 (27.550720089543475) | > grad_norm_1: tensor(202.2207, device='cuda:0') (tensor(377.4493, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8334 (0.8635442726803522) | > loader_time: 0.0093 (0.010390323444004477)  --> TIME: 2025-05-11 17:06:31 -- STEP: 187/725 -- GLOBAL_STEP: 356350 | > loss_disc: 2.1102781295776367 (2.2115584388773692) | > loss_disc_real_0: 0.10670959204435349 (0.13592224835074512) | > loss_disc_real_1: 0.20404338836669922 (0.19035058687714962) | > loss_disc_real_2: 0.18494915962219238 (0.18967608023773544) | > loss_disc_real_3: 0.2172771394252777 (0.20632755597007466) | > loss_disc_real_4: 0.20713196694850922 (0.19592658314794142) | > loss_disc_real_5: 0.20501117408275604 (0.21013963206566588) | > loss_0: 2.1102781295776367 (2.2115584388773692) | > grad_norm_0: tensor(16.2546, device='cuda:0') (tensor(20.6147, device='cuda:0')) | > loss_gen: 2.874603509902954 (2.767600031460034) | > loss_kl: 1.5583757162094116 (1.720214282765108) | > loss_feat: 9.184248924255371 (8.328463332538293) | > loss_mel: 14.050592422485352 (13.088991445653578) | > loss_duration: 1.690057635307312 (1.6650315134283056) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.357877731323242 (27.570300617320015) | > grad_norm_1: tensor(446.0577, device='cuda:0') (tensor(372.3639, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8736 (0.8640699208101487) | > loader_time: 0.0103 (0.010359530780404648)  --> TIME: 2025-05-11 17:07:15 -- STEP: 237/725 -- GLOBAL_STEP: 356400 | > loss_disc: 2.1437268257141113 (2.2082081977828123) | > loss_disc_real_0: 0.10633890330791473 (0.13579669255244567) | > loss_disc_real_1: 0.1755364090204239 (0.1903021304164757) | > loss_disc_real_2: 0.21830596029758453 (0.18964319610143013) | > loss_disc_real_3: 0.20958690345287323 (0.20611563645586184) | > loss_disc_real_4: 0.18560312688350677 (0.19565211060429424) | > loss_disc_real_5: 0.24422259628772736 (0.20947375981616567) | > loss_0: 2.1437268257141113 (2.2082081977828123) | > grad_norm_0: tensor(23.8914, device='cuda:0') (tensor(20.5762, device='cuda:0')) | > loss_gen: 2.7629435062408447 (2.7695097048071378) | > loss_kl: 1.8319158554077148 (1.7192192505180584) | > loss_feat: 9.265459060668945 (8.34476765902233) | > loss_mel: 15.070426940917969 (13.112806839278981) | > loss_duration: 1.6493279933929443 (1.6658667989923983) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.5800724029541 (27.612170255636865) | > grad_norm_1: tensor(544.3539, device='cuda:0') (tensor(369.7765, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8587 (0.8651051943815207) | > loader_time: 0.0109 (0.010411719229653919)  --> TIME: 2025-05-11 17:07:59 -- STEP: 287/725 -- GLOBAL_STEP: 356450 | > loss_disc: 2.2935495376586914 (2.20699503945141) | > loss_disc_real_0: 0.18780209124088287 (0.13617955272829063) | > loss_disc_real_1: 0.1827469915151596 (0.18996616606097602) | > loss_disc_real_2: 0.22112686932086945 (0.18984467211708372) | > loss_disc_real_3: 0.20713315904140472 (0.2055312655736345) | > loss_disc_real_4: 0.20507405698299408 (0.19538399218889896) | > loss_disc_real_5: 0.19527918100357056 (0.20891628557173628) | > loss_0: 2.2935495376586914 (2.20699503945141) | > grad_norm_0: tensor(30.7332, device='cuda:0') (tensor(20.8805, device='cuda:0')) | > loss_gen: 2.702805519104004 (2.770172419032985) | > loss_kl: 1.6582266092300415 (1.7165177250573032) | > loss_feat: 8.32642650604248 (8.330292447518797) | > loss_mel: 12.908329010009766 (13.071539038149734) | > loss_duration: 1.6619863510131836 (1.665775594810991) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.257774353027344 (27.5542972112782) | > grad_norm_1: tensor(469.4271, device='cuda:0') (tensor(372.7628, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8188 (0.8639395893243134) | > loader_time: 0.0101 (0.010435116000291782)  --> TIME: 2025-05-11 17:08:43 -- STEP: 337/725 -- GLOBAL_STEP: 356500 | > loss_disc: 2.1759328842163086 (2.2089268078789837) | > loss_disc_real_0: 0.18741188943386078 (0.1362511330126654) | > loss_disc_real_1: 0.1766175776720047 (0.19054703918515045) | > loss_disc_real_2: 0.1503540575504303 (0.18992147932951092) | > loss_disc_real_3: 0.2031562179327011 (0.20564784865704772) | > loss_disc_real_4: 0.2366880476474762 (0.19583494275896768) | > loss_disc_real_5: 0.21679691970348358 (0.20873509595054549) | > loss_0: 2.1759328842163086 (2.2089268078789837) | > grad_norm_0: tensor(41.1357, device='cuda:0') (tensor(21.0408, device='cuda:0')) | > loss_gen: 2.7849819660186768 (2.765926376648404) | > loss_kl: 1.7503427267074585 (1.7112897938719849) | > loss_feat: 7.982118129730225 (8.284786555462839) | > loss_mel: 12.618491172790527 (13.010851964752463) | > loss_duration: 1.6468496322631836 (1.665415192923843) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.78278350830078 (27.43826986703392) | > grad_norm_1: tensor(449.4363, device='cuda:0') (tensor(374.7052, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.898 (0.864051114204022) | > loader_time: 0.0104 (0.010370000533604835)  --> TIME: 2025-05-11 17:09:27 -- STEP: 387/725 -- GLOBAL_STEP: 356550 | > loss_disc: 2.1432666778564453 (2.2067337473541535) | > loss_disc_real_0: 0.09218823164701462 (0.1357302811256674) | > loss_disc_real_1: 0.17675067484378815 (0.19046658007981548) | > loss_disc_real_2: 0.19280444085597992 (0.18969317604559016) | > loss_disc_real_3: 0.21757858991622925 (0.20563021013441013) | > loss_disc_real_4: 0.1781817227602005 (0.19529389942339223) | > loss_disc_real_5: 0.20858469605445862 (0.20855771051358807) | > loss_0: 2.1432666778564453 (2.2067337473541535) | > grad_norm_0: tensor(22.0670, device='cuda:0') (tensor(21.3720, device='cuda:0')) | > loss_gen: 2.8413102626800537 (2.770233196805615) | > loss_kl: 1.669026494026184 (1.7146674613311932) | > loss_feat: 8.020703315734863 (8.29801866127231) | > loss_mel: 13.273414611816406 (13.016391759078935) | > loss_duration: 1.7504572868347168 (1.665522426597832) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.554912567138672 (27.46483351833137) | > grad_norm_1: tensor(498.8992, device='cuda:0') (tensor(381.4170, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8929 (0.8660637223443322) | > loader_time: 0.0099 (0.010342193820371796)  --> TIME: 2025-05-11 17:10:11 -- STEP: 437/725 -- GLOBAL_STEP: 356600 | > loss_disc: 2.2102019786834717 (2.204256196316643) | > loss_disc_real_0: 0.13697722554206848 (0.13591804474728608) | > loss_disc_real_1: 0.1947610080242157 (0.19062881161473708) | > loss_disc_real_2: 0.18208500742912292 (0.18912779504019817) | > loss_disc_real_3: 0.19725880026817322 (0.20540428161621094) | > loss_disc_real_4: 0.20510224997997284 (0.19512956938972734) | > loss_disc_real_5: 0.1977132111787796 (0.20813767284632276) | > loss_0: 2.2102019786834717 (2.204256196316643) | > grad_norm_0: tensor(29.7576, device='cuda:0') (tensor(21.3533, device='cuda:0')) | > loss_gen: 2.663766384124756 (2.7730341901495486) | > loss_kl: 1.7274001836776733 (1.7171935072207074) | > loss_feat: 8.396591186523438 (8.306970388992976) | > loss_mel: 13.033100128173828 (13.02073332483217) | > loss_duration: 1.6415157318115234 (1.665385813680339) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.462373733520508 (27.483317228967596) | > grad_norm_1: tensor(418.6504, device='cuda:0') (tensor(380.7585, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.9062 (0.8653649656396164) | > loader_time: 0.0099 (0.010315854707626235)  --> TIME: 2025-05-11 17:10:55 -- STEP: 487/725 -- GLOBAL_STEP: 356650 | > loss_disc: 2.1765835285186768 (2.2050993843979376) | > loss_disc_real_0: 0.1411638855934143 (0.13576000665737137) | > loss_disc_real_1: 0.18687541782855988 (0.190618284031351) | > loss_disc_real_2: 0.1696755737066269 (0.18919643505765174) | > loss_disc_real_3: 0.1781872808933258 (0.20530046158502724) | > loss_disc_real_4: 0.18473340570926666 (0.19528785357117898) | > loss_disc_real_5: 0.17758628726005554 (0.2082816427554438) | > loss_0: 2.1765835285186768 (2.2050993843979376) | > grad_norm_0: tensor(14.3134, device='cuda:0') (tensor(21.2212, device='cuda:0')) | > loss_gen: 2.655364990234375 (2.768093008280291) | > loss_kl: 1.6626235246658325 (1.7158013484316446) | > loss_feat: 8.03504753112793 (8.287880646864247) | > loss_mel: 12.548009872436523 (12.99606512606266) | > loss_duration: 1.6464025974273682 (1.6660128719263254) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.547449111938477 (27.43385299275299) | > grad_norm_1: tensor(226.9531, device='cuda:0') (tensor(378.7393, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8151 (0.8651134928638686) | > loader_time: 0.0096 (0.010283055491515983)  --> TIME: 2025-05-11 17:11:39 -- STEP: 537/725 -- GLOBAL_STEP: 356700 | > loss_disc: 2.151258707046509 (2.202275444009447) | > loss_disc_real_0: 0.10770291090011597 (0.1354266185750509) | > loss_disc_real_1: 0.19703136384487152 (0.1907180640118082) | > loss_disc_real_2: 0.21160945296287537 (0.1889438277294293) | > loss_disc_real_3: 0.20990483462810516 (0.20521572964817453) | > loss_disc_real_4: 0.19769792258739471 (0.19527658800728054) | > loss_disc_real_5: 0.19999738037586212 (0.20756762700928882) | > loss_0: 2.151258707046509 (2.202275444009447) | > grad_norm_0: tensor(17.8037, device='cuda:0') (tensor(21.4688, device='cuda:0')) | > loss_gen: 2.9317681789398193 (2.773645899593276) | > loss_kl: 1.5424504280090332 (1.7156307035762288) | > loss_feat: 7.961999893188477 (8.301010492349688) | > loss_mel: 12.24716854095459 (12.995330505086942) | > loss_duration: 1.6742947101593018 (1.6666531389652017) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.357681274414062 (27.452270731579667) | > grad_norm_1: tensor(587.7484, device='cuda:0') (tensor(385.3271, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8411 (0.8645951898848324) | > loader_time: 0.0094 (0.010273853049819913)  --> TIME: 2025-05-11 17:12:23 -- STEP: 587/725 -- GLOBAL_STEP: 356750 | > loss_disc: 2.1057090759277344 (2.202391305611524) | > loss_disc_real_0: 0.12813380360603333 (0.13592500942783012) | > loss_disc_real_1: 0.18564225733280182 (0.19069057266391318) | > loss_disc_real_2: 0.17753715813159943 (0.18881422339651385) | > loss_disc_real_3: 0.20902085304260254 (0.2051876005058191) | > loss_disc_real_4: 0.20707519352436066 (0.19516048190744004) | > loss_disc_real_5: 0.2041662633419037 (0.2075639889786557) | > loss_0: 2.1057090759277344 (2.202391305611524) | > grad_norm_0: tensor(10.8162, device='cuda:0') (tensor(21.6664, device='cuda:0')) | > loss_gen: 2.9123992919921875 (2.772659279824929) | > loss_kl: 1.624068021774292 (1.717205902380676) | > loss_feat: 9.035795211791992 (8.302194375195732) | > loss_mel: 12.968582153320312 (12.97843443108579) | > loss_duration: 1.6284669637680054 (1.6661134269818327) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.1693115234375 (27.43660739658234) | > grad_norm_1: tensor(388.1896, device='cuda:0') (tensor(386.2751, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.878 (0.8647201414611919) | > loader_time: 0.0099 (0.010254538648173182)  --> TIME: 2025-05-11 17:13:07 -- STEP: 637/725 -- GLOBAL_STEP: 356800 | > loss_disc: 2.176344394683838 (2.2020066604135153) | > loss_disc_real_0: 0.11924593895673752 (0.13545543151897385) | > loss_disc_real_1: 0.1703186333179474 (0.19071195453545728) | > loss_disc_real_2: 0.18050990998744965 (0.1888602146969484) | > loss_disc_real_3: 0.18386302888393402 (0.20508924535997616) | > loss_disc_real_4: 0.18862909078598022 (0.19506564390154058) | > loss_disc_real_5: 0.21565115451812744 (0.2077835594045124) | > loss_0: 2.176344394683838 (2.2020066604135153) | > grad_norm_0: tensor(18.1868, device='cuda:0') (tensor(21.4720, device='cuda:0')) | > loss_gen: 2.8369827270507812 (2.7717381377047987) | > loss_kl: 1.6841126680374146 (1.716921859857988) | > loss_feat: 8.549948692321777 (8.304705863844832) | > loss_mel: 13.291406631469727 (12.968778093718276) | > loss_duration: 1.6361172199249268 (1.6661729314825033) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.998567581176758 (27.428316852922922) | > grad_norm_1: tensor(460.4663, device='cuda:0') (tensor(386.0291, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8585 (0.8648879876129293) | > loader_time: 0.0104 (0.010263327713851087)  --> TIME: 2025-05-11 17:13:50 -- STEP: 687/725 -- GLOBAL_STEP: 356850 | > loss_disc: 2.1575303077697754 (2.2031657452840103) | > loss_disc_real_0: 0.10462966561317444 (0.13561071560676083) | > loss_disc_real_1: 0.17558585107326508 (0.19082896305136962) | > loss_disc_real_2: 0.17981348931789398 (0.18915477382043547) | > loss_disc_real_3: 0.20394138991832733 (0.20518741942128757) | > loss_disc_real_4: 0.20577596127986908 (0.1951773118287369) | > loss_disc_real_5: 0.20685069262981415 (0.2077434369657064) | > loss_0: 2.1575303077697754 (2.2031657452840103) | > grad_norm_0: tensor(37.2403, device='cuda:0') (tensor(21.6561, device='cuda:0')) | > loss_gen: 2.761817693710327 (2.7718221582526548) | > loss_kl: 1.7284386157989502 (1.7182178296029487) | > loss_feat: 8.521872520446777 (8.297192258432256) | > loss_mel: 12.583762168884277 (12.977795954875022) | > loss_duration: 1.658970832824707 (1.666385227068716) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.254859924316406 (27.4314134061944) | > grad_norm_1: tensor(557.8987, device='cuda:0') (tensor(387.8860, device='cuda:0')) | > current_lr_0: 0.00018958055423688846 | > current_lr_1: 0.00018958055423688846 | > step_time: 0.8654 (0.8638827530057147) | > loader_time: 0.0112 (0.010259556805029005)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1337125301361084 (2.1337125301361084) | > loss_disc_real_0: 0.14972302317619324 (0.14972302317619324) | > loss_disc_real_1: 0.17779232561588287 (0.17779232561588287) | > loss_disc_real_2: 0.15042713284492493 (0.15042713284492493) | > loss_disc_real_3: 0.21564741432666779 (0.21564741432666779) | > loss_disc_real_4: 0.21314765512943268 (0.21314765512943268) | > loss_disc_real_5: 0.21901316940784454 (0.21901316940784454) | > loss_0: 2.1337125301361084 (2.1337125301361084) | > loss_gen: 2.8337082862854004 (2.8337082862854004) | > loss_kl: 2.23207688331604 (2.23207688331604) | > loss_feat: 8.961902618408203 (8.961902618408203) | > loss_mel: 14.239145278930664 (14.239145278930664) | > loss_duration: 1.7128205299377441 (1.7128205299377441) | > loss_1: 29.979652404785156 (29.979652404785156)  --> STEP: 1 | > loss_disc: 2.1630120277404785 (2.1630120277404785) | > loss_disc_real_0: 0.1419726461172104 (0.1419726461172104) | > loss_disc_real_1: 0.1871698796749115 (0.1871698796749115) | > loss_disc_real_2: 0.16601471602916718 (0.16601471602916718) | > loss_disc_real_3: 0.22636590898036957 (0.22636590898036957) | > loss_disc_real_4: 0.2309301644563675 (0.2309301644563675) | > loss_disc_real_5: 0.238511860370636 (0.238511860370636) | > loss_0: 2.1630120277404785 (2.1630120277404785) | > loss_gen: 2.8453545570373535 (2.8453545570373535) | > loss_kl: 2.1467788219451904 (2.1467788219451904) | > loss_feat: 8.803525924682617 (8.803525924682617) | > loss_mel: 13.897586822509766 (13.897586822509766) | > loss_duration: 1.8216184377670288 (1.8216184377670288) | > loss_1: 29.51486587524414 (29.51486587524414)  --> STEP: 2 | > loss_disc: 2.2566685676574707 (2.2098402976989746) | > loss_disc_real_0: 0.18288984894752502 (0.1624312475323677) | > loss_disc_real_1: 0.1982070356607437 (0.1926884576678276) | > loss_disc_real_2: 0.1810176521539688 (0.173516184091568) | > loss_disc_real_3: 0.2277185320854187 (0.22704222053289413) | > loss_disc_real_4: 0.2207704484462738 (0.22585030645132065) | > loss_disc_real_5: 0.2375415712594986 (0.2380267158150673) | > loss_0: 2.2566685676574707 (2.2098402976989746) | > loss_gen: 2.764893054962158 (2.805123805999756) | > loss_kl: 2.0141520500183105 (2.0804654359817505) | > loss_feat: 7.956958293914795 (8.380242109298706) | > loss_mel: 12.919044494628906 (13.408315658569336) | > loss_duration: 1.8672761917114258 (1.8444473147392273) | > loss_1: 27.522323608398438 (28.51859474182129)  --> STEP: 3 | > loss_disc: 2.233030080795288 (2.2175702253977456) | > loss_disc_real_0: 0.1495671421289444 (0.15814321239789328) | > loss_disc_real_1: 0.1961708664894104 (0.1938492606083552) | > loss_disc_real_2: 0.18457232415676117 (0.17720156411329904) | > loss_disc_real_3: 0.2372668981552124 (0.23045044640700021) | > loss_disc_real_4: 0.22749410569667816 (0.22639823953310648) | > loss_disc_real_5: 0.24336883425712585 (0.23980742196242014) | > loss_0: 2.233030080795288 (2.2175702253977456) | > loss_gen: 2.7588679790496826 (2.789705197016398) | > loss_kl: 1.9353747367858887 (2.03210186958313) | > loss_feat: 8.045026779174805 (8.268503665924072) | > loss_mel: 12.699406623840332 (13.172012646993002) | > loss_duration: 1.819989800453186 (1.8362948099772136) | > loss_1: 27.2586669921875 (28.09861882527669)  --> STEP: 4 | > loss_disc: 2.271000623703003 (2.23092782497406) | > loss_disc_real_0: 0.14244353771209717 (0.15421829372644424) | > loss_disc_real_1: 0.1995106041431427 (0.19526459649205208) | > loss_disc_real_2: 0.153175488114357 (0.17119504511356354) | > loss_disc_real_3: 0.23978254199028015 (0.2327834703028202) | > loss_disc_real_4: 0.24827010929584503 (0.23186620697379112) | > loss_disc_real_5: 0.23463040590286255 (0.23851316794753075) | > loss_0: 2.271000623703003 (2.23092782497406) | > loss_gen: 2.6418604850769043 (2.7527440190315247) | > loss_kl: 2.161461591720581 (2.0644418001174927) | > loss_feat: 8.537686347961426 (8.33579933643341) | > loss_mel: 13.016494750976562 (13.133133172988892) | > loss_duration: 1.7759301662445068 (1.8212036490440369) | > loss_1: 28.133434295654297 (28.107322692871094) --> EVAL PERFORMANCE | > avg_loader_time: 0.3336556553840637 (+0.001586616039276123) | > avg_loss_disc: 2.23092782497406 (+0.03702056407928467) | > avg_loss_disc_real_0: 0.15421829372644424 (+0.052505845203995705) | > avg_loss_disc_real_1: 0.19526459649205208 (+0.04040827229619026) | > avg_loss_disc_real_2: 0.17119504511356354 (+0.010127615183591843) | > avg_loss_disc_real_3: 0.2327834703028202 (+0.009980496019124985) | > avg_loss_disc_real_4: 0.23186620697379112 (+0.03808711841702461) | > avg_loss_disc_real_5: 0.23851316794753075 (+0.06223532184958458) | > avg_loss_0: 2.23092782497406 (+0.03702056407928467) | > avg_loss_gen: 2.7527440190315247 (+0.3253101110458374) | > avg_loss_kl: 2.0644418001174927 (-0.006183058023452759) | > avg_loss_feat: 8.33579933643341 (-1.2081211805343628) | > avg_loss_mel: 13.133133172988892 (-1.287400722503662) | > avg_loss_duration: 1.8212036490440369 (-0.011648774147033691) | > avg_loss_1: 28.107322692871094 (-2.1880431175231934)  > EPOCH: 429/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 17:14:31)   --> TIME: 2025-05-11 17:14:43 -- STEP: 12/725 -- GLOBAL_STEP: 356900 | > loss_disc: 2.184292793273926 (2.2063818176587424) | > loss_disc_real_0: 0.16577710211277008 (0.13639777091642222) | > loss_disc_real_1: 0.21312952041625977 (0.18982969596982002) | > loss_disc_real_2: 0.21240317821502686 (0.18852963546911874) | > loss_disc_real_3: 0.2153109908103943 (0.20715002218882242) | > loss_disc_real_4: 0.191204234957695 (0.1942746862769127) | > loss_disc_real_5: 0.1932021677494049 (0.2095603495836258) | > loss_0: 2.184292793273926 (2.2063818176587424) | > grad_norm_0: tensor(25.4362, device='cuda:0') (tensor(23.3353, device='cuda:0')) | > loss_gen: 2.9024808406829834 (2.760356863339742) | > loss_kl: 1.743982195854187 (1.753098597129186) | > loss_feat: 8.348567962646484 (8.353386004765829) | > loss_mel: 13.39891242980957 (13.166784763336182) | > loss_duration: 1.6710131168365479 (1.665887216726939) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.064956665039062 (27.69951343536377) | > grad_norm_1: tensor(334.0137, device='cuda:0') (tensor(401.0327, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.856 (0.8440262079238892) | > loader_time: 0.0106 (0.010405917962392172)  --> TIME: 2025-05-11 17:15:27 -- STEP: 62/725 -- GLOBAL_STEP: 356950 | > loss_disc: 2.11623477935791 (2.218583368485974) | > loss_disc_real_0: 0.16206172108650208 (0.1404059053428711) | > loss_disc_real_1: 0.16827335953712463 (0.19204042106866837) | > loss_disc_real_2: 0.17571309208869934 (0.18972661418299522) | > loss_disc_real_3: 0.188058540225029 (0.20429355458867166) | > loss_disc_real_4: 0.1910485178232193 (0.19571791877669673) | > loss_disc_real_5: 0.20127780735492706 (0.20977455858261354) | > loss_0: 2.11623477935791 (2.218583368485974) | > grad_norm_0: tensor(43.7914, device='cuda:0') (tensor(22.0220, device='cuda:0')) | > loss_gen: 2.8162410259246826 (2.7338987627337064) | > loss_kl: 1.4636566638946533 (1.7393962663988913) | > loss_feat: 9.290523529052734 (8.12460551723357) | > loss_mel: 13.758055686950684 (12.756625775367983) | > loss_duration: 1.690673589706421 (1.6629302328632725) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.019149780273438 (27.017456362324378) | > grad_norm_1: tensor(550.7453, device='cuda:0') (tensor(375.7744, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.847 (0.8634851747943509) | > loader_time: 0.0113 (0.010431108936186761)  --> TIME: 2025-05-11 17:16:11 -- STEP: 112/725 -- GLOBAL_STEP: 357000 | > loss_disc: 2.11834454536438 (2.2104896647589545) | > loss_disc_real_0: 0.1397852748632431 (0.13710062924240315) | > loss_disc_real_1: 0.19692960381507874 (0.1910166165658406) | > loss_disc_real_2: 0.17992931604385376 (0.18869618472776242) | > loss_disc_real_3: 0.1942559778690338 (0.204444137667971) | > loss_disc_real_4: 0.17505110800266266 (0.19515358669949429) | > loss_disc_real_5: 0.19506676495075226 (0.20958560625357286) | > loss_0: 2.11834454536438 (2.2104896647589545) | > grad_norm_0: tensor(20.1444, device='cuda:0') (tensor(20.3932, device='cuda:0')) | > loss_gen: 2.961332321166992 (2.749757683702878) | > loss_kl: 1.6029150485992432 (1.7133457458445005) | > loss_feat: 8.766622543334961 (8.22197202699524) | > loss_mel: 14.066787719726562 (12.90915457691465) | > loss_duration: 1.654003381729126 (1.665731708918299) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.051660537719727 (27.25996162210192) | > grad_norm_1: tensor(270.4147, device='cuda:0') (tensor(355.2929, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8512 (0.8647124916315078) | > loader_time: 0.0102 (0.010399984461920602) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_357000.pth  --> TIME: 2025-05-11 17:16:58 -- STEP: 162/725 -- GLOBAL_STEP: 357050 | > loss_disc: 2.2650113105773926 (2.2132615954787638) | > loss_disc_real_0: 0.11379940062761307 (0.13683163526433487) | > loss_disc_real_1: 0.18982940912246704 (0.191411547270822) | > loss_disc_real_2: 0.2167225182056427 (0.18882880028751162) | > loss_disc_real_3: 0.2054942548274994 (0.2049520805846026) | > loss_disc_real_4: 0.19254188239574432 (0.1964935688876811) | > loss_disc_real_5: 0.20454080402851105 (0.20929698250543924) | > loss_0: 2.2650113105773926 (2.2132615954787638) | > grad_norm_0: tensor(6.7904, device='cuda:0') (tensor(20.5166, device='cuda:0')) | > loss_gen: 2.7036116123199463 (2.7485968610386795) | > loss_kl: 1.686374545097351 (1.7150647816834625) | > loss_feat: 8.040328979492188 (8.216063066765102) | > loss_mel: 12.405713081359863 (12.844098208863064) | > loss_duration: 1.631635069847107 (1.6662812843734836) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.467662811279297 (27.190104131345397) | > grad_norm_1: tensor(164.8475, device='cuda:0') (tensor(363.2874, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 1.4491 (0.8665998570712994) | > loader_time: 0.0097 (0.010314848687913688)  --> TIME: 2025-05-11 17:17:42 -- STEP: 212/725 -- GLOBAL_STEP: 357100 | > loss_disc: 2.2321109771728516 (2.213195281208687) | > loss_disc_real_0: 0.10272440314292908 (0.13767494834116042) | > loss_disc_real_1: 0.19589564204216003 (0.19141071535787496) | > loss_disc_real_2: 0.18641555309295654 (0.18912628117316174) | > loss_disc_real_3: 0.18894368410110474 (0.20444983180682613) | > loss_disc_real_4: 0.19793616235256195 (0.1959467456447628) | > loss_disc_real_5: 0.18350394070148468 (0.20861391997281112) | > loss_0: 2.2321109771728516 (2.213195281208687) | > grad_norm_0: tensor(23.4275, device='cuda:0') (tensor(20.9985, device='cuda:0')) | > loss_gen: 2.6560792922973633 (2.7518870684335828) | > loss_kl: 1.6750497817993164 (1.7140377714948833) | > loss_feat: 8.037819862365723 (8.2237741947174) | > loss_mel: 11.973889350891113 (12.848120005625603) | > loss_duration: 1.671140432357788 (1.666965827627002) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.013978958129883 (27.20478481616614) | > grad_norm_1: tensor(467.2418, device='cuda:0') (tensor(372.2171, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8643 (0.866866368167805) | > loader_time: 0.0103 (0.010263839982590593)  --> TIME: 2025-05-11 17:18:26 -- STEP: 262/725 -- GLOBAL_STEP: 357150 | > loss_disc: 2.1755788326263428 (2.22399701325948) | > loss_disc_real_0: 0.10725022107362747 (0.14185928098345524) | > loss_disc_real_1: 0.1862618327140808 (0.19167557677239866) | > loss_disc_real_2: 0.18050895631313324 (0.1895525863266173) | > loss_disc_real_3: 0.18357256054878235 (0.20470220151975865) | > loss_disc_real_4: 0.19937950372695923 (0.19638015489086844) | > loss_disc_real_5: 0.2167213261127472 (0.21280572182349577) | > loss_0: 2.1755788326263428 (2.22399701325948) | > grad_norm_0: tensor(20.9908, device='cuda:0') (tensor(21.4439, device='cuda:0')) | > loss_gen: 2.871812105178833 (2.7503867449651245) | > loss_kl: 1.6731491088867188 (1.7046249745456317) | > loss_feat: 9.394912719726562 (8.208311221071774) | > loss_mel: 14.70832633972168 (12.846767443737004) | > loss_duration: 1.6736009120941162 (1.6678037402284054) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.321802139282227 (27.177894075408236) | > grad_norm_1: tensor(173.4163, device='cuda:0') (tensor(366.5927, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8969 (0.865950537091903) | > loader_time: 0.0103 (0.010239458266105365)  --> TIME: 2025-05-11 17:19:10 -- STEP: 312/725 -- GLOBAL_STEP: 357200 | > loss_disc: 2.247370958328247 (2.2241203433428045) | > loss_disc_real_0: 0.12227156013250351 (0.14185912384150098) | > loss_disc_real_1: 0.20651817321777344 (0.19176382752947313) | > loss_disc_real_2: 0.18084688484668732 (0.18956747909004873) | > loss_disc_real_3: 0.20914120972156525 (0.20489181086229968) | > loss_disc_real_4: 0.15592175722122192 (0.19610801410789663) | > loss_disc_real_5: 0.20702947676181793 (0.2125099953263998) | > loss_0: 2.247370958328247 (2.2241203433428045) | > grad_norm_0: tensor(19.4597, device='cuda:0') (tensor(21.8890, device='cuda:0')) | > loss_gen: 2.647303581237793 (2.7469885845979074) | > loss_kl: 1.6877098083496094 (1.704741080984091) | > loss_feat: 8.435659408569336 (8.189728701725981) | > loss_mel: 12.658647537231445 (12.839915351989942) | > loss_duration: 1.6645840406417847 (1.6672953512424074) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.093904495239258 (27.148669010553622) | > grad_norm_1: tensor(150.6293, device='cuda:0') (tensor(370.6916, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8533 (0.8656802414319452) | > loader_time: 0.01 (0.010249743858973192)  --> TIME: 2025-05-11 17:19:54 -- STEP: 362/725 -- GLOBAL_STEP: 357250 | > loss_disc: 2.2275099754333496 (2.2199229285203286) | > loss_disc_real_0: 0.12422452867031097 (0.14061989198896746) | > loss_disc_real_1: 0.22847242653369904 (0.19145093565981694) | > loss_disc_real_2: 0.21877193450927734 (0.18913479787374737) | > loss_disc_real_3: 0.23458334803581238 (0.2051449879921602) | > loss_disc_real_4: 0.24455147981643677 (0.1961644955843851) | > loss_disc_real_5: 0.1993805319070816 (0.21182670184920505) | > loss_0: 2.2275099754333496 (2.2199229285203286) | > grad_norm_0: tensor(16.1583, device='cuda:0') (tensor(21.7453, device='cuda:0')) | > loss_gen: 2.7975566387176514 (2.7506587604132817) | > loss_kl: 1.7226274013519287 (1.7031343032641963) | > loss_feat: 8.261641502380371 (8.210630206113358) | > loss_mel: 12.810924530029297 (12.85334414013183) | > loss_duration: 1.6095263957977295 (1.6662304510069155) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.202274322509766 (27.183997781237203) | > grad_norm_1: tensor(445.4724, device='cuda:0') (tensor(367.9362, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.847 (0.8659739046465624) | > loader_time: 0.01 (0.010263202598740384)  --> TIME: 2025-05-11 17:20:38 -- STEP: 412/725 -- GLOBAL_STEP: 357300 | > loss_disc: 2.3479769229888916 (2.220407796716226) | > loss_disc_real_0: 0.15554900467395782 (0.14072996110302716) | > loss_disc_real_1: 0.21517720818519592 (0.1914588328342415) | > loss_disc_real_2: 0.1862860471010208 (0.18910051126358585) | > loss_disc_real_3: 0.19545528292655945 (0.20528994243845194) | > loss_disc_real_4: 0.19296176731586456 (0.19630794823893058) | > loss_disc_real_5: 0.21267108619213104 (0.21124152510056218) | > loss_0: 2.3479769229888916 (2.220407796716226) | > grad_norm_0: tensor(21.0839, device='cuda:0') (tensor(21.7001, device='cuda:0')) | > loss_gen: 2.5047383308410645 (2.7493628263473515) | > loss_kl: 1.6843708753585815 (1.7048985428601793) | > loss_feat: 7.7780351638793945 (8.198196723623168) | > loss_mel: 11.278462409973145 (12.845801654371243) | > loss_duration: 1.6671808958053589 (1.666808887303454) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.91278648376465 (27.165068561591003) | > grad_norm_1: tensor(288.6280, device='cuda:0') (tensor(367.0301, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8596 (0.8660949370236072) | > loader_time: 0.0099 (0.010292416637383619)  --> TIME: 2025-05-11 17:21:22 -- STEP: 462/725 -- GLOBAL_STEP: 357350 | > loss_disc: 2.1927011013031006 (2.2196839696917188) | > loss_disc_real_0: 0.1295289248228073 (0.1403031038096197) | > loss_disc_real_1: 0.19103825092315674 (0.19138604363837802) | > loss_disc_real_2: 0.19194847345352173 (0.18877591150792652) | > loss_disc_real_3: 0.23641645908355713 (0.2054947268266182) | > loss_disc_real_4: 0.19227345287799835 (0.19641213319002285) | > loss_disc_real_5: 0.17485126852989197 (0.21118377507119984) | > loss_0: 2.1927011013031006 (2.2196839696917188) | > grad_norm_0: tensor(19.6325, device='cuda:0') (tensor(21.4675, device='cuda:0')) | > loss_gen: 2.6635019779205322 (2.7499990612913523) | > loss_kl: 1.8063552379608154 (1.7069908194727712) | > loss_feat: 8.313225746154785 (8.206000350770475) | > loss_mel: 12.863679885864258 (12.862744686407444) | > loss_duration: 1.6776564121246338 (1.6667964907435626) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.324419021606445 (27.192531346242678) | > grad_norm_1: tensor(367.4130, device='cuda:0') (tensor(363.5169, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8141 (0.865267093047435) | > loader_time: 0.0104 (0.010277976205338647)  --> TIME: 2025-05-11 17:22:06 -- STEP: 512/725 -- GLOBAL_STEP: 357400 | > loss_disc: 2.067941665649414 (2.2169871584046636) | > loss_disc_real_0: 0.1065041571855545 (0.13947613144409826) | > loss_disc_real_1: 0.21289359033107758 (0.19126790238078686) | > loss_disc_real_2: 0.16615675389766693 (0.18860349091119138) | > loss_disc_real_3: 0.2054111659526825 (0.20540610919124444) | > loss_disc_real_4: 0.16650249063968658 (0.19622397652710782) | > loss_disc_real_5: 0.19629357755184174 (0.21082645197748207) | > loss_0: 2.067941665649414 (2.2169871584046636) | > grad_norm_0: tensor(14.6754, device='cuda:0') (tensor(21.3956, device='cuda:0')) | > loss_gen: 2.9511144161224365 (2.75089878262952) | > loss_kl: 1.7831107378005981 (1.707780840108171) | > loss_feat: 9.207132339477539 (8.213319601491076) | > loss_mel: 13.399362564086914 (12.880311699584126) | > loss_duration: 1.6158628463745117 (1.6671514122281221) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.956584930419922 (27.219462282955657) | > grad_norm_1: tensor(99.7143, device='cuda:0') (tensor(362.3649, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8682 (0.8650558022782205) | > loader_time: 0.0103 (0.010296019725501537)  --> TIME: 2025-05-11 17:22:50 -- STEP: 562/725 -- GLOBAL_STEP: 357450 | > loss_disc: 2.2288806438446045 (2.2148955795264347) | > loss_disc_real_0: 0.1746855527162552 (0.13914090672050491) | > loss_disc_real_1: 0.16313329339027405 (0.19109027334273504) | > loss_disc_real_2: 0.20050325989723206 (0.1886958211289182) | > loss_disc_real_3: 0.21028871834278107 (0.20531763319337068) | > loss_disc_real_4: 0.17843471467494965 (0.19614174211682794) | > loss_disc_real_5: 0.2017240971326828 (0.21034632273203965) | > loss_0: 2.2288806438446045 (2.2148955795264347) | > grad_norm_0: tensor(30.9087, device='cuda:0') (tensor(21.5147, device='cuda:0')) | > loss_gen: 2.799271583557129 (2.7528713907635525) | > loss_kl: 1.749489188194275 (1.711301399507556) | > loss_feat: 8.77394962310791 (8.228322852972973) | > loss_mel: 12.103099822998047 (12.906871620870568) | > loss_duration: 1.6331686973571777 (1.6670815851340506) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.058977127075195 (27.26644881849188) | > grad_norm_1: tensor(280.3413, device='cuda:0') (tensor(362.8663, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.907 (0.8648923313066204) | > loader_time: 0.0105 (0.010294376743221619)  --> TIME: 2025-05-11 17:23:34 -- STEP: 612/725 -- GLOBAL_STEP: 357500 | > loss_disc: 2.211639881134033 (2.2150181570863428) | > loss_disc_real_0: 0.18564319610595703 (0.1389477396615188) | > loss_disc_real_1: 0.20853838324546814 (0.19113500771764058) | > loss_disc_real_2: 0.21028222143650055 (0.1889751357288143) | > loss_disc_real_3: 0.21720805764198303 (0.2053859642907685) | > loss_disc_real_4: 0.2075614184141159 (0.19624134175041147) | > loss_disc_real_5: 0.20468701422214508 (0.21006478154970934) | > loss_0: 2.211639881134033 (2.2150181570863428) | > grad_norm_0: tensor(19.4102, device='cuda:0') (tensor(21.5433, device='cuda:0')) | > loss_gen: 2.885268211364746 (2.751980751947641) | > loss_kl: 1.7269797325134277 (1.7139399386698897) | > loss_feat: 8.190367698669434 (8.218323385014232) | > loss_mel: 13.342803001403809 (12.900263857997313) | > loss_duration: 1.6196749210357666 (1.6666625743987507) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.765094757080078 (27.251170479394247) | > grad_norm_1: tensor(267.0384, device='cuda:0') (tensor(364.7266, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8352 (0.8650123932782341) | > loader_time: 0.0092 (0.010284944297441468)  --> TIME: 2025-05-11 17:24:17 -- STEP: 662/725 -- GLOBAL_STEP: 357550 | > loss_disc: 2.2841455936431885 (2.213296813006848) | > loss_disc_real_0: 0.11917582154273987 (0.13839454894879774) | > loss_disc_real_1: 0.19601832330226898 (0.1910812623371171) | > loss_disc_real_2: 0.19004447758197784 (0.18895520078541664) | > loss_disc_real_3: 0.21571242809295654 (0.20537474139219325) | > loss_disc_real_4: 0.2023974359035492 (0.19609295498028262) | > loss_disc_real_5: 0.20514485239982605 (0.20961544268801138) | > loss_0: 2.2841455936431885 (2.213296813006848) | > grad_norm_0: tensor(29.5987, device='cuda:0') (tensor(21.6880, device='cuda:0')) | > loss_gen: 2.8126943111419678 (2.7540020193578263) | > loss_kl: 1.7328766584396362 (1.7146409730176544) | > loss_feat: 8.325557708740234 (8.221599942607805) | > loss_mel: 12.56672191619873 (12.906923554815188) | > loss_duration: 1.687437653541565 (1.6670500870197555) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.125288009643555 (27.264216544044697) | > grad_norm_1: tensor(597.1746, device='cuda:0') (tensor(368.5739, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.9024 (0.8643381332702867) | > loader_time: 0.0114 (0.010299794623498833)  --> TIME: 2025-05-11 17:25:01 -- STEP: 712/725 -- GLOBAL_STEP: 357600 | > loss_disc: 2.257680892944336 (2.212729940421129) | > loss_disc_real_0: 0.18459095060825348 (0.1385369771107863) | > loss_disc_real_1: 0.1779952198266983 (0.19105952938369827) | > loss_disc_real_2: 0.20206183195114136 (0.18900562824911624) | > loss_disc_real_3: 0.19567842781543732 (0.20532229327167686) | > loss_disc_real_4: 0.18180100619792938 (0.19592561733940345) | > loss_disc_real_5: 0.1887853592634201 (0.2093073069798143) | > loss_0: 2.257680892944336 (2.212729940421129) | > grad_norm_0: tensor(23.7633, device='cuda:0') (tensor(21.8762, device='cuda:0')) | > loss_gen: 2.6992650032043457 (2.756013906069019) | > loss_kl: 1.6773931980133057 (1.7174856264269747) | > loss_feat: 8.094816207885742 (8.227511685885723) | > loss_mel: 12.400525093078613 (12.920807567875032) | > loss_duration: 1.6709991693496704 (1.6667493928349413) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.542997360229492 (27.28856814577338) | > grad_norm_1: tensor(296.9373, device='cuda:0') (tensor(370.0302, device='cuda:0')) | > current_lr_0: 0.00018955685666760885 | > current_lr_1: 0.00018955685666760885 | > step_time: 0.8308 (0.8643218570210961) | > loader_time: 0.01 (0.010309051261859)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3807528018951416 (2.3807528018951416) | > loss_disc_real_0: 0.14282017946243286 (0.14282017946243286) | > loss_disc_real_1: 0.1980525106191635 (0.1980525106191635) | > loss_disc_real_2: 0.2409776747226715 (0.2409776747226715) | > loss_disc_real_3: 0.21358512341976166 (0.21358512341976166) | > loss_disc_real_4: 0.21951189637184143 (0.21951189637184143) | > loss_disc_real_5: 0.24293376505374908 (0.24293376505374908) | > loss_0: 2.3807528018951416 (2.3807528018951416) | > loss_gen: 2.500694751739502 (2.500694751739502) | > loss_kl: 2.0629119873046875 (2.0629119873046875) | > loss_feat: 8.214917182922363 (8.214917182922363) | > loss_mel: 13.58176326751709 (13.58176326751709) | > loss_duration: 1.717979907989502 (1.717979907989502) | > loss_1: 28.078266143798828 (28.078266143798828)  --> STEP: 1 | > loss_disc: 2.3258042335510254 (2.3258042335510254) | > loss_disc_real_0: 0.14309999346733093 (0.14309999346733093) | > loss_disc_real_1: 0.20581407845020294 (0.20581407845020294) | > loss_disc_real_2: 0.25056710839271545 (0.25056710839271545) | > loss_disc_real_3: 0.19939778745174408 (0.19939778745174408) | > loss_disc_real_4: 0.19807638227939606 (0.19807638227939606) | > loss_disc_real_5: 0.23109880089759827 (0.23109880089759827) | > loss_0: 2.3258042335510254 (2.3258042335510254) | > loss_gen: 2.6191532611846924 (2.6191532611846924) | > loss_kl: 2.047631025314331 (2.047631025314331) | > loss_feat: 7.786075115203857 (7.786075115203857) | > loss_mel: 14.19525146484375 (14.19525146484375) | > loss_duration: 1.8421071767807007 (1.8421071767807007) | > loss_1: 28.490219116210938 (28.490219116210938)  --> STEP: 2 | > loss_disc: 2.2653369903564453 (2.2955706119537354) | > loss_disc_real_0: 0.13527582585811615 (0.13918790966272354) | > loss_disc_real_1: 0.19365328550338745 (0.1997336819767952) | > loss_disc_real_2: 0.23779688775539398 (0.24418199807405472) | > loss_disc_real_3: 0.1775234192609787 (0.1884606033563614) | > loss_disc_real_4: 0.20943407714366913 (0.2037552297115326) | > loss_disc_real_5: 0.2323826402425766 (0.23174072057008743) | > loss_0: 2.2653369903564453 (2.2955706119537354) | > loss_gen: 2.6558191776275635 (2.637486219406128) | > loss_kl: 2.067434310913086 (2.0575326681137085) | > loss_feat: 8.82524585723877 (8.305660486221313) | > loss_mel: 14.783927917480469 (14.48958969116211) | > loss_duration: 1.8702884912490845 (1.8561978340148926) | > loss_1: 30.202716827392578 (29.346467971801758)  --> STEP: 3 | > loss_disc: 2.405634641647339 (2.332258621851603) | > loss_disc_real_0: 0.13842985033988953 (0.13893522322177887) | > loss_disc_real_1: 0.2041417807340622 (0.20120304822921753) | > loss_disc_real_2: 0.2374909520149231 (0.24195164938767752) | > loss_disc_real_3: 0.20667122304439545 (0.1945308099190394) | > loss_disc_real_4: 0.21642830967903137 (0.20797958970069885) | > loss_disc_real_5: 0.2709011137485504 (0.24479418496290842) | > loss_0: 2.405634641647339 (2.332258621851603) | > loss_gen: 2.532866954803467 (2.6026131312052407) | > loss_kl: 2.0944862365722656 (2.069850524266561) | > loss_feat: 7.890982151031494 (8.167434374491373) | > loss_mel: 13.514045715332031 (14.164408365885416) | > loss_duration: 1.8490281105041504 (1.8538079261779785) | > loss_1: 27.88140869140625 (28.85811487833659)  --> STEP: 4 | > loss_disc: 2.424631118774414 (2.355351746082306) | > loss_disc_real_0: 0.1517551839351654 (0.1421402134001255) | > loss_disc_real_1: 0.21665027737617493 (0.20506485551595688) | > loss_disc_real_2: 0.25607818365097046 (0.24548328295350075) | > loss_disc_real_3: 0.19157478213310242 (0.19379180297255516) | > loss_disc_real_4: 0.21405301988124847 (0.20949794724583626) | > loss_disc_real_5: 0.2747657001018524 (0.2522870637476444) | > loss_0: 2.424631118774414 (2.355351746082306) | > loss_gen: 2.4569802284240723 (2.5662049055099487) | > loss_kl: 1.9700325727462769 (2.04489603638649) | > loss_feat: 6.300245761871338 (7.700637221336365) | > loss_mel: 11.94543743133545 (13.609665632247925) | > loss_duration: 1.7783465385437012 (1.8349425792694092) | > loss_1: 24.45104217529297 (27.756346702575684) --> EVAL PERFORMANCE | > avg_loader_time: 0.32951056957244873 (-0.00414508581161499) | > avg_loss_disc: 2.355351746082306 (+0.12442392110824585) | > avg_loss_disc_real_0: 0.1421402134001255 (-0.01207808032631874) | > avg_loss_disc_real_1: 0.20506485551595688 (+0.0098002590239048) | > avg_loss_disc_real_2: 0.24548328295350075 (+0.07428823783993721) | > avg_loss_disc_real_3: 0.19379180297255516 (-0.038991667330265045) | > avg_loss_disc_real_4: 0.20949794724583626 (-0.022368259727954865) | > avg_loss_disc_real_5: 0.2522870637476444 (+0.013773895800113678) | > avg_loss_0: 2.355351746082306 (+0.12442392110824585) | > avg_loss_gen: 2.5662049055099487 (-0.18653911352157593) | > avg_loss_kl: 2.04489603638649 (-0.019545763731002808) | > avg_loss_feat: 7.700637221336365 (-0.6351621150970459) | > avg_loss_mel: 13.609665632247925 (+0.4765324592590332) | > avg_loss_duration: 1.8349425792694092 (+0.013738930225372314) | > avg_loss_1: 27.756346702575684 (-0.35097599029541016)  > EPOCH: 430/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 17:25:19)   --> TIME: 2025-05-11 17:25:54 -- STEP: 37/725 -- GLOBAL_STEP: 357650 | > loss_disc: 2.250410795211792 (2.21639776874233) | > loss_disc_real_0: 0.1339135617017746 (0.13325021899229766) | > loss_disc_real_1: 0.181855246424675 (0.19369279170358503) | > loss_disc_real_2: 0.17230798304080963 (0.19076828819674416) | > loss_disc_real_3: 0.23826099932193756 (0.2102748747612979) | > loss_disc_real_4: 0.17986160516738892 (0.1970481896722639) | > loss_disc_real_5: 0.23010925948619843 (0.2099788047977396) | > loss_0: 2.250410795211792 (2.21639776874233) | > grad_norm_0: tensor(18.3422, device='cuda:0') (tensor(18.9844, device='cuda:0')) | > loss_gen: 2.5018091201782227 (2.7450236694232837) | > loss_kl: 1.8004640340805054 (1.777245730967135) | > loss_feat: 7.550950527191162 (8.182563743075809) | > loss_mel: 11.855189323425293 (12.878409231031263) | > loss_duration: 1.6676989793777466 (1.6619613138405052) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.37611198425293 (27.245203842987884) | > grad_norm_1: tensor(376.7267, device='cuda:0') (tensor(334.5655, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8761 (0.8652679726884172) | > loader_time: 0.0136 (0.01076633221394307)  --> TIME: 2025-05-11 17:26:38 -- STEP: 87/725 -- GLOBAL_STEP: 357700 | > loss_disc: 2.144434928894043 (2.2205194193741375) | > loss_disc_real_0: 0.12707939743995667 (0.13685686552319032) | > loss_disc_real_1: 0.1785549521446228 (0.19265157104223632) | > loss_disc_real_2: 0.20494714379310608 (0.19150444402776923) | > loss_disc_real_3: 0.1614340990781784 (0.20744991901962237) | > loss_disc_real_4: 0.16392208635807037 (0.19515701254893994) | > loss_disc_real_5: 0.19885563850402832 (0.20851021765292377) | > loss_0: 2.144434928894043 (2.2205194193741375) | > grad_norm_0: tensor(15.6575, device='cuda:0') (tensor(19.3004, device='cuda:0')) | > loss_gen: 2.7508344650268555 (2.7284659983097828) | > loss_kl: 1.5713168382644653 (1.740583374582488) | > loss_feat: 8.381376266479492 (8.113594109984648) | > loss_mel: 13.434081077575684 (12.776882390866334) | > loss_duration: 1.6505157947540283 (1.6657204367648597) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.788124084472656 (27.025246368057427) | > grad_norm_1: tensor(453.4381, device='cuda:0') (tensor(330.0640, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8467 (0.8636201441973105) | > loader_time: 0.0121 (0.010707488005188691)  --> TIME: 2025-05-11 17:27:22 -- STEP: 137/725 -- GLOBAL_STEP: 357750 | > loss_disc: 2.1697216033935547 (2.2139513074916644) | > loss_disc_real_0: 0.11925877630710602 (0.13614518320473443) | > loss_disc_real_1: 0.22220516204833984 (0.1925681921904975) | > loss_disc_real_2: 0.16372160613536835 (0.18954312627332928) | > loss_disc_real_3: 0.1903081238269806 (0.20675244960036587) | > loss_disc_real_4: 0.17573194205760956 (0.19456474069696272) | > loss_disc_real_5: 0.20470866560935974 (0.20919191750296712) | > loss_0: 2.1697216033935547 (2.2139513074916644) | > grad_norm_0: tensor(13.3248, device='cuda:0') (tensor(18.5933, device='cuda:0')) | > loss_gen: 2.735680103302002 (2.741221168615523) | > loss_kl: 1.661157250404358 (1.7312823760248448) | > loss_feat: 8.44825267791748 (8.202689706844138) | > loss_mel: 13.11904525756836 (12.851709393689232) | > loss_duration: 1.650731086730957 (1.6672997378954921) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.614864349365234 (27.194202423095707) | > grad_norm_1: tensor(83.2444, device='cuda:0') (tensor(319.1569, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8473 (0.8644578700518086) | > loader_time: 0.0094 (0.010747448371274629)  --> TIME: 2025-05-11 17:28:06 -- STEP: 187/725 -- GLOBAL_STEP: 357800 | > loss_disc: 2.0377910137176514 (2.2020917958754267) | > loss_disc_real_0: 0.15365047752857208 (0.13429455455133632) | > loss_disc_real_1: 0.1849501132965088 (0.19200674544043728) | > loss_disc_real_2: 0.19202850759029388 (0.18931576936321462) | > loss_disc_real_3: 0.16697591543197632 (0.20544755928975375) | > loss_disc_real_4: 0.18589219450950623 (0.19436816791480876) | > loss_disc_real_5: 0.1920948475599289 (0.20752749213560379) | > loss_0: 2.0377910137176514 (2.2020917958754267) | > grad_norm_0: tensor(30.0733, device='cuda:0') (tensor(20.0783, device='cuda:0')) | > loss_gen: 3.049412488937378 (2.7646454375057945) | > loss_kl: 1.6082743406295776 (1.7169503177551024) | > loss_feat: 9.947535514831543 (8.272203394435946) | > loss_mel: 14.8739013671875 (12.940507123814546) | > loss_duration: 1.6882808208465576 (1.6688287455767872) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.167402267456055 (27.3631350369377) | > grad_norm_1: tensor(255.7349, device='cuda:0') (tensor(340.7873, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8538 (0.8633968473118256) | > loader_time: 0.0112 (0.010754461594443907)  --> TIME: 2025-05-11 17:28:50 -- STEP: 237/725 -- GLOBAL_STEP: 357850 | > loss_disc: 2.068629741668701 (2.201790138638977) | > loss_disc_real_0: 0.1525827795267105 (0.13455958337471968) | > loss_disc_real_1: 0.17947837710380554 (0.19140056046001022) | > loss_disc_real_2: 0.19634602963924408 (0.18899308390255215) | > loss_disc_real_3: 0.20662380754947662 (0.20549776043569992) | > loss_disc_real_4: 0.19186221063137054 (0.19482193359091313) | > loss_disc_real_5: 0.19024114310741425 (0.20733790143632688) | > loss_0: 2.068629741668701 (2.201790138638977) | > grad_norm_0: tensor(43.5807, device='cuda:0') (tensor(21.0989, device='cuda:0')) | > loss_gen: 2.912520408630371 (2.7694452774675598) | > loss_kl: 1.8684742450714111 (1.715538522865199) | > loss_feat: 8.823575019836426 (8.292982113512265) | > loss_mel: 14.012768745422363 (12.931702790884026) | > loss_duration: 1.6479182243347168 (1.6689779597495678) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.2652587890625 (27.37864670572402) | > grad_norm_1: tensor(521.3612, device='cuda:0') (tensor(356.3404, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8223 (0.8641290674732707) | > loader_time: 0.0097 (0.010719966284836395)  --> TIME: 2025-05-11 17:29:34 -- STEP: 287/725 -- GLOBAL_STEP: 357900 | > loss_disc: 2.1334598064422607 (2.282207032113958) | > loss_disc_real_0: 0.11367650330066681 (0.20322938624263237) | > loss_disc_real_1: 0.1980280876159668 (0.1912036680386042) | > loss_disc_real_2: 0.16130121052265167 (0.18901756338333833) | > loss_disc_real_3: 0.20760641992092133 (0.20647906898829166) | > loss_disc_real_4: 0.18110887706279755 (0.19494345332479643) | > loss_disc_real_5: 0.18493708968162537 (0.2131512654159958) | > loss_0: 2.1334598064422607 (2.282207032113958) | > grad_norm_0: tensor(24.5417, device='cuda:0') (tensor(22.1677, device='cuda:0')) | > loss_gen: 2.8177614212036133 (2.7541994591623244) | > loss_kl: 1.743558406829834 (1.711089291639029) | > loss_feat: 9.063045501708984 (8.228026531299239) | > loss_mel: 13.135656356811523 (12.88651938887008) | > loss_duration: 1.6984001398086548 (1.6686074505284272) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.45842170715332 (27.248442168019793) | > grad_norm_1: tensor(547.2348, device='cuda:0') (tensor(359.2055, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8377 (0.8634235227564901) | > loader_time: 0.0145 (0.010726578144246279)  --> TIME: 2025-05-11 17:30:18 -- STEP: 337/725 -- GLOBAL_STEP: 357950 | > loss_disc: 2.1378161907196045 (2.2724862650523225) | > loss_disc_real_0: 0.1128830686211586 (0.19426750473523352) | > loss_disc_real_1: 0.1946910172700882 (0.1911096309784259) | > loss_disc_real_2: 0.15405598282814026 (0.18875636407989424) | > loss_disc_real_3: 0.1996525228023529 (0.20615907296405706) | > loss_disc_real_4: 0.17787770926952362 (0.19482754170894623) | > loss_disc_real_5: 0.21090100705623627 (0.21294355874422397) | > loss_0: 2.1378161907196045 (2.2724862650523225) | > grad_norm_0: tensor(13.3632, device='cuda:0') (tensor(21.7981, device='cuda:0')) | > loss_gen: 2.874230146408081 (2.749947777841496) | > loss_kl: 1.752610445022583 (1.7071085595235627) | > loss_feat: 8.97853946685791 (8.224225114997845) | > loss_mel: 13.629143714904785 (12.883130503691268) | > loss_duration: 1.6613271236419678 (1.667674290674022) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.895851135253906 (27.232086277857036) | > grad_norm_1: tensor(449.9871, device='cuda:0') (tensor(357.7023, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8878 (0.8635181793473241) | > loader_time: 0.0099 (0.0107090402427696)  --> TIME: 2025-05-11 17:31:02 -- STEP: 387/725 -- GLOBAL_STEP: 358000 | > loss_disc: 2.1411960124969482 (2.262125339002883) | > loss_disc_real_0: 0.10404068976640701 (0.18690749656322392) | > loss_disc_real_1: 0.18161706626415253 (0.1906900502914607) | > loss_disc_real_2: 0.19295412302017212 (0.18889694716733246) | > loss_disc_real_3: 0.19488811492919922 (0.20566725819455872) | > loss_disc_real_4: 0.19688601791858673 (0.19503513648528462) | > loss_disc_real_5: 0.2185596078634262 (0.21217697208087882) | > loss_0: 2.1411960124969482 (2.262125339002883) | > grad_norm_0: tensor(23.3613, device='cuda:0') (tensor(21.8537, device='cuda:0')) | > loss_gen: 2.8539559841156006 (2.75482476958933) | > loss_kl: 1.817229986190796 (1.7089495446330818) | > loss_feat: 8.428682327270508 (8.248082562626488) | > loss_mel: 12.938863754272461 (12.923958719238755) | > loss_duration: 1.7376585006713867 (1.667391313446892) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.776390075683594 (27.303206953891497) | > grad_norm_1: tensor(394.6899, device='cuda:0') (tensor(362.2876, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8797 (0.863476975019588) | > loader_time: 0.01 (0.010681115995697887) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_358000.pth  --> TIME: 2025-05-11 17:31:48 -- STEP: 437/725 -- GLOBAL_STEP: 358050 | > loss_disc: 2.22111177444458 (2.25415081017623) | > loss_disc_real_0: 0.12286420911550522 (0.1810830632049923) | > loss_disc_real_1: 0.17412622272968292 (0.1907140415511361) | > loss_disc_real_2: 0.15242084860801697 (0.1885082497340318) | > loss_disc_real_3: 0.19726713001728058 (0.20563582499731053) | > loss_disc_real_4: 0.20252688229084015 (0.19470987129675169) | > loss_disc_real_5: 0.21144582331180573 (0.21165832386136874) | > loss_0: 2.22111177444458 (2.25415081017623) | > grad_norm_0: tensor(11.2447, device='cuda:0') (tensor(21.9935, device='cuda:0')) | > loss_gen: 2.6398508548736572 (2.7589111830058872) | > loss_kl: 1.6394312381744385 (1.7109949946130714) | > loss_feat: 8.660783767700195 (8.261889468614246) | > loss_mel: 13.454095840454102 (12.932610424486942) | > loss_duration: 1.6300519704818726 (1.6669789664532548) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.024213790893555 (27.331385077819135) | > grad_norm_1: tensor(311.9973, device='cuda:0') (tensor(364.8819, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.9065 (0.8629996143707694) | > loader_time: 0.0102 (0.01062890975917231)  --> TIME: 2025-05-11 17:32:32 -- STEP: 487/725 -- GLOBAL_STEP: 358100 | > loss_disc: 2.148390531539917 (2.250273695961406) | > loss_disc_real_0: 0.1305420994758606 (0.17675800266574296) | > loss_disc_real_1: 0.21495826542377472 (0.19084198883059583) | > loss_disc_real_2: 0.2077966332435608 (0.18876955736221965) | > loss_disc_real_3: 0.21590639650821686 (0.20584497758372855) | > loss_disc_real_4: 0.15702831745147705 (0.19456903648694682) | > loss_disc_real_5: 0.18504177033901215 (0.21141705486074366) | > loss_0: 2.148390531539917 (2.250273695961406) | > grad_norm_0: tensor(20.9132, device='cuda:0') (tensor(21.9086, device='cuda:0')) | > loss_gen: 2.689671039581299 (2.7575057649514534) | > loss_kl: 1.648258924484253 (1.7130575077244878) | > loss_feat: 8.02320384979248 (8.255175145010194) | > loss_mel: 12.171429634094238 (12.925629809651776) | > loss_duration: 1.6623318195343018 (1.667548063844136) | > amp_scaler: 512.0 (258.6283367556469) | > loss_1: 26.194894790649414 (27.318916316884263) | > grad_norm_1: tensor(452.4695, device='cuda:0') (tensor(364.0378, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8339 (0.8644852961358104) | > loader_time: 0.0105 (0.010626662683193197)  --> TIME: 2025-05-11 17:33:16 -- STEP: 537/725 -- GLOBAL_STEP: 358150 | > loss_disc: 2.247758388519287 (2.2459444300422455) | > loss_disc_real_0: 0.14791129529476166 (0.17302983212570908) | > loss_disc_real_1: 0.19524170458316803 (0.19081832881968339) | > loss_disc_real_2: 0.17446690797805786 (0.18873553896527498) | > loss_disc_real_3: 0.224017933011055 (0.2058241752772358) | > loss_disc_real_4: 0.21498306095600128 (0.19452744963781793) | > loss_disc_real_5: 0.2165694236755371 (0.21102357895791643) | > loss_0: 2.247758388519287 (2.2459444300422455) | > grad_norm_0: tensor(25.0975, device='cuda:0') (tensor(21.7075, device='cuda:0')) | > loss_gen: 2.7741520404815674 (2.7559779414029557) | > loss_kl: 1.5888018608093262 (1.7147445008297426) | > loss_feat: 7.8654255867004395 (8.251035494067372) | > loss_mel: 12.268659591674805 (12.91796853156063) | > loss_duration: 1.6942236423492432 (1.66808008970051) | > amp_scaler: 256.0 (279.8361266294227) | > loss_1: 26.19126319885254 (27.30780656200104) | > grad_norm_1: tensor(258.3781, device='cuda:0') (tensor(363.2424, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8621 (0.8642682247765681) | > loader_time: 0.0109 (0.01066112607107038)  --> TIME: 2025-05-11 17:34:00 -- STEP: 587/725 -- GLOBAL_STEP: 358200 | > loss_disc: 2.324526786804199 (2.240863639410756) | > loss_disc_real_0: 0.1544976532459259 (0.16985400955254618) | > loss_disc_real_1: 0.19763095676898956 (0.19060748665763327) | > loss_disc_real_2: 0.19730010628700256 (0.1884959651826797) | > loss_disc_real_3: 0.22010570764541626 (0.2056654121542708) | > loss_disc_real_4: 0.1912829428911209 (0.19454303320364003) | > loss_disc_real_5: 0.20965789258480072 (0.2107921603438802) | > loss_0: 2.324526786804199 (2.240863639410756) | > grad_norm_0: tensor(19.7380, device='cuda:0') (tensor(22.2634, device='cuda:0')) | > loss_gen: 2.6180849075317383 (2.760622617942513) | > loss_kl: 1.8058819770812988 (1.7191983246112799) | > loss_feat: 6.910391330718994 (8.27430054357551) | > loss_mel: 11.525291442871094 (12.942877897818203) | > loss_duration: 1.6560851335525513 (1.6675875822567652) | > amp_scaler: 256.0 (277.80579216354346) | > loss_1: 24.515735626220703 (27.364586958487155) | > grad_norm_1: tensor(211.4071, device='cuda:0') (tensor(371.9265, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.877 (0.8645255882451643) | > loader_time: 0.0123 (0.010654699660241093)  --> TIME: 2025-05-11 17:34:45 -- STEP: 637/725 -- GLOBAL_STEP: 358250 | > loss_disc: 2.050692558288574 (2.2372535092864347) | > loss_disc_real_0: 0.09348214417695999 (0.16700932061887414) | > loss_disc_real_1: 0.18929941952228546 (0.19045644593856395) | > loss_disc_real_2: 0.17530983686447144 (0.18860719522557798) | > loss_disc_real_3: 0.19614502787590027 (0.2055894657618584) | > loss_disc_real_4: 0.15776467323303223 (0.19452460928932652) | > loss_disc_real_5: 0.1860819011926651 (0.21045500213160442) | > loss_0: 2.050692558288574 (2.2372535092864347) | > grad_norm_0: tensor(14.7759, device='cuda:0') (tensor(21.9176, device='cuda:0')) | > loss_gen: 2.945821762084961 (2.7596818495021345) | > loss_kl: 1.745339274406433 (1.721126221412766) | > loss_feat: 9.20380973815918 (8.274712110426579) | > loss_mel: 13.827534675598145 (12.94777440051643) | > loss_duration: 1.6375172138214111 (1.6674258533040613) | > amp_scaler: 256.0 (276.0941915227632) | > loss_1: 29.360023498535156 (27.370720430670577) | > grad_norm_1: tensor(369.0786, device='cuda:0') (tensor(370.4184, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8378 (0.8646834574090069) | > loader_time: 0.0099 (0.010711350283779942)  --> TIME: 2025-05-11 17:35:28 -- STEP: 687/725 -- GLOBAL_STEP: 358300 | > loss_disc: 2.172980308532715 (2.2333483834801124) | > loss_disc_real_0: 0.12663955986499786 (0.1644495814669947) | > loss_disc_real_1: 0.16939787566661835 (0.19036583435413956) | > loss_disc_real_2: 0.20568446815013885 (0.18851932826868137) | > loss_disc_real_3: 0.20011863112449646 (0.20561220042483427) | > loss_disc_real_4: 0.1880168467760086 (0.19436587868299035) | > loss_disc_real_5: 0.22145764529705048 (0.21016719189012945) | > loss_0: 2.172980308532715 (2.2333483834801124) | > grad_norm_0: tensor(19.8970, device='cuda:0') (tensor(21.7707, device='cuda:0')) | > loss_gen: 2.876164674758911 (2.761403712643287) | > loss_kl: 1.798075556755066 (1.7221977367151249) | > loss_feat: 8.801312446594238 (8.28262252266229) | > loss_mel: 13.369621276855469 (12.955646545432364) | > loss_duration: 1.6796215772628784 (1.6673635069112758) | > amp_scaler: 256.0 (274.6317321688505) | > loss_1: 28.524795532226562 (27.389234015341234) | > grad_norm_1: tensor(503.4231, device='cuda:0') (tensor(370.4918, device='cuda:0')) | > current_lr_0: 0.0001895331620605254 | > current_lr_1: 0.0001895331620605254 | > step_time: 0.8962 (0.8643063783992673) | > loader_time: 0.0122 (0.010732132274511088)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3299951553344727 (2.3299951553344727) | > loss_disc_real_0: 0.10388241708278656 (0.10388241708278656) | > loss_disc_real_1: 0.20698222517967224 (0.20698222517967224) | > loss_disc_real_2: 0.23012487590312958 (0.23012487590312958) | > loss_disc_real_3: 0.20722736418247223 (0.20722736418247223) | > loss_disc_real_4: 0.24428044259548187 (0.24428044259548187) | > loss_disc_real_5: 0.24442079663276672 (0.24442079663276672) | > loss_0: 2.3299951553344727 (2.3299951553344727) | > loss_gen: 2.6364564895629883 (2.6364564895629883) | > loss_kl: 2.236179828643799 (2.236179828643799) | > loss_feat: 8.112690925598145 (8.112690925598145) | > loss_mel: 13.261224746704102 (13.261224746704102) | > loss_duration: 1.715810775756836 (1.715810775756836) | > loss_1: 27.96236228942871 (27.96236228942871)  --> STEP: 1 | > loss_disc: 2.3712339401245117 (2.3712339401245117) | > loss_disc_real_0: 0.09041104465723038 (0.09041104465723038) | > loss_disc_real_1: 0.21607203781604767 (0.21607203781604767) | > loss_disc_real_2: 0.22991862893104553 (0.22991862893104553) | > loss_disc_real_3: 0.2184145301580429 (0.2184145301580429) | > loss_disc_real_4: 0.2630467414855957 (0.2630467414855957) | > loss_disc_real_5: 0.24314220249652863 (0.24314220249652863) | > loss_0: 2.3712339401245117 (2.3712339401245117) | > loss_gen: 2.547715663909912 (2.547715663909912) | > loss_kl: 2.298036813735962 (2.298036813735962) | > loss_feat: 7.883251190185547 (7.883251190185547) | > loss_mel: 13.078621864318848 (13.078621864318848) | > loss_duration: 1.8341041803359985 (1.8341041803359985) | > loss_1: 27.64173126220703 (27.64173126220703)  --> STEP: 2 | > loss_disc: 2.3920931816101074 (2.3816635608673096) | > loss_disc_real_0: 0.10309766232967377 (0.09675435349345207) | > loss_disc_real_1: 0.20819750428199768 (0.21213477104902267) | > loss_disc_real_2: 0.23302917182445526 (0.2314739003777504) | > loss_disc_real_3: 0.2077607810497284 (0.21308765560388565) | > loss_disc_real_4: 0.25939249992370605 (0.2612196207046509) | > loss_disc_real_5: 0.2563001811504364 (0.2497211918234825) | > loss_0: 2.3920931816101074 (2.3816635608673096) | > loss_gen: 2.552734613418579 (2.5502251386642456) | > loss_kl: 2.1485326290130615 (2.2232847213745117) | > loss_feat: 7.237186431884766 (7.560218811035156) | > loss_mel: 12.449546813964844 (12.764084339141846) | > loss_duration: 1.8622040748596191 (1.8481541275978088) | > loss_1: 26.25020408630371 (26.94596767425537)  --> STEP: 3 | > loss_disc: 2.296111822128296 (2.3531463146209717) | > loss_disc_real_0: 0.0868077427148819 (0.09343881656726201) | > loss_disc_real_1: 0.21912111341953278 (0.21446355183919272) | > loss_disc_real_2: 0.23685026168823242 (0.23326602081457773) | > loss_disc_real_3: 0.20021285116672516 (0.20879605412483215) | > loss_disc_real_4: 0.2672286033630371 (0.263222614924113) | > loss_disc_real_5: 0.2460566759109497 (0.2484996865193049) | > loss_0: 2.296111822128296 (2.3531463146209717) | > loss_gen: 2.793487071990967 (2.631312449773153) | > loss_kl: 1.9555935859680176 (2.13405434290568) | > loss_feat: 8.802382469177246 (7.9742733637491865) | > loss_mel: 14.453753471374512 (13.3273073832194) | > loss_duration: 1.8326603174209595 (1.8429895242055256) | > loss_1: 29.837879180908203 (27.90993817647298)  --> STEP: 4 | > loss_disc: 2.319977283477783 (2.3448540568351746) | > loss_disc_real_0: 0.10111841559410095 (0.09535871632397175) | > loss_disc_real_1: 0.2038709968328476 (0.21181541308760643) | > loss_disc_real_2: 0.25455209612846375 (0.23858753964304924) | > loss_disc_real_3: 0.1935066431760788 (0.20497370138764381) | > loss_disc_real_4: 0.2846546769142151 (0.2685806304216385) | > loss_disc_real_5: 0.263875275850296 (0.2523435838520527) | > loss_0: 2.319977283477783 (2.3448540568351746) | > loss_gen: 2.645117998123169 (2.6347638368606567) | > loss_kl: 1.978164553642273 (2.0950818955898285) | > loss_feat: 7.68671989440918 (7.902384996414185) | > loss_mel: 14.118630409240723 (13.525138139724731) | > loss_duration: 1.7938439846038818 (1.8307031393051147) | > loss_1: 28.22247886657715 (27.988073348999023) --> EVAL PERFORMANCE | > avg_loader_time: 0.3310226798057556 (+0.0015121102333068848) | > avg_loss_disc: 2.3448540568351746 (-0.010497689247131348) | > avg_loss_disc_real_0: 0.09535871632397175 (-0.046781497076153755) | > avg_loss_disc_real_1: 0.21181541308760643 (+0.006750557571649551) | > avg_loss_disc_real_2: 0.23858753964304924 (-0.006895743310451508) | > avg_loss_disc_real_3: 0.20497370138764381 (+0.011181898415088654) | > avg_loss_disc_real_4: 0.2685806304216385 (+0.05908268317580223) | > avg_loss_disc_real_5: 0.2523435838520527 (+5.652010440826416e-05) | > avg_loss_0: 2.3448540568351746 (-0.010497689247131348) | > avg_loss_gen: 2.6347638368606567 (+0.06855893135070801) | > avg_loss_kl: 2.0950818955898285 (+0.05018585920333862) | > avg_loss_feat: 7.902384996414185 (+0.20174777507781982) | > avg_loss_mel: 13.525138139724731 (-0.08452749252319336) | > avg_loss_duration: 1.8307031393051147 (-0.004239439964294434) | > avg_loss_1: 27.988073348999023 (+0.23172664642333984)  > EPOCH: 431/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 17:36:09)   --> TIME: 2025-05-11 17:36:21 -- STEP: 12/725 -- GLOBAL_STEP: 358350 | > loss_disc: 2.270998239517212 (2.2448370258013406) | > loss_disc_real_0: 0.18810489773750305 (0.15321424541374049) | > loss_disc_real_1: 0.23030582070350647 (0.19207047174374262) | > loss_disc_real_2: 0.21885979175567627 (0.18842985977729163) | > loss_disc_real_3: 0.2447897046804428 (0.2120931732157866) | > loss_disc_real_4: 0.2207307070493698 (0.1965304215749105) | > loss_disc_real_5: 0.19472479820251465 (0.21108151972293854) | > loss_0: 2.270998239517212 (2.2448370258013406) | > grad_norm_0: tensor(26.4710, device='cuda:0') (tensor(23.9132, device='cuda:0')) | > loss_gen: 2.824277877807617 (2.719390650590261) | > loss_kl: 1.750659465789795 (1.7221409281094868) | > loss_feat: 8.056991577148438 (7.921140432357788) | > loss_mel: 12.651328086853027 (12.712926864624023) | > loss_duration: 1.6800811290740967 (1.6639091273148854) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.96333885192871 (26.739508628845215) | > grad_norm_1: tensor(365.1133, device='cuda:0') (tensor(352.5499, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8681 (0.8501525719960531) | > loader_time: 0.0114 (0.010531902313232422)  --> TIME: 2025-05-11 17:37:05 -- STEP: 62/725 -- GLOBAL_STEP: 358400 | > loss_disc: 2.149672031402588 (2.1994514273058994) | > loss_disc_real_0: 0.15746374428272247 (0.13813323587659865) | > loss_disc_real_1: 0.1739187240600586 (0.1910679568686793) | > loss_disc_real_2: 0.18783752620220184 (0.18736985782461782) | > loss_disc_real_3: 0.18161708116531372 (0.20596606068072779) | > loss_disc_real_4: 0.1754150390625 (0.1944178842729138) | > loss_disc_real_5: 0.21284964680671692 (0.2059423459633704) | > loss_0: 2.149672031402588 (2.1994514273058994) | > grad_norm_0: tensor(23.0469, device='cuda:0') (tensor(21.3763, device='cuda:0')) | > loss_gen: 2.836644172668457 (2.754068632279673) | > loss_kl: 1.7015761137008667 (1.737470217289463) | > loss_feat: 9.044692039489746 (8.171962307345476) | > loss_mel: 13.117175102233887 (12.802583079184256) | > loss_duration: 1.7045758962631226 (1.6630577041256813) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.404664993286133 (27.12914220748409) | > grad_norm_1: tensor(492.1870, device='cuda:0') (tensor(376.8626, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8688 (0.8670032485838859) | > loader_time: 0.01 (0.010720983628303773)  --> TIME: 2025-05-11 17:37:50 -- STEP: 112/725 -- GLOBAL_STEP: 358450 | > loss_disc: 2.276038646697998 (2.19810402393341) | > loss_disc_real_0: 0.17626434564590454 (0.1360980113303023) | > loss_disc_real_1: 0.2168620079755783 (0.19121998388852393) | > loss_disc_real_2: 0.20162342488765717 (0.18767260986247236) | > loss_disc_real_3: 0.20126065611839294 (0.20503217048410857) | > loss_disc_real_4: 0.1750985085964203 (0.1947886273264885) | > loss_disc_real_5: 0.2197166085243225 (0.20691052837563412) | > loss_0: 2.276038646697998 (2.19810402393341) | > grad_norm_0: tensor(23.2667, device='cuda:0') (tensor(20.6501, device='cuda:0')) | > loss_gen: 2.613361358642578 (2.756768786481448) | > loss_kl: 1.7091631889343262 (1.7420046414647783) | > loss_feat: 7.507170677185059 (8.208780803850717) | > loss_mel: 11.942818641662598 (12.840116969176702) | > loss_duration: 1.6561436653137207 (1.6678191072174482) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.42865753173828 (27.215490375246322) | > grad_norm_1: tensor(173.4840, device='cuda:0') (tensor(378.4734, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8485 (0.8683365072522845) | > loader_time: 0.01 (0.010756396821566991)  --> TIME: 2025-05-11 17:38:34 -- STEP: 162/725 -- GLOBAL_STEP: 358500 | > loss_disc: 2.3089303970336914 (2.1967027349236576) | > loss_disc_real_0: 0.12072854489088058 (0.13657549810078404) | > loss_disc_real_1: 0.19428597390651703 (0.19106796310271754) | > loss_disc_real_2: 0.2022010087966919 (0.18762457186793105) | > loss_disc_real_3: 0.20589852333068848 (0.20432401163342567) | > loss_disc_real_4: 0.22130702435970306 (0.19420056017460652) | > loss_disc_real_5: 0.2074749767780304 (0.2062740563242524) | > loss_0: 2.3089303970336914 (2.1967027349236576) | > grad_norm_0: tensor(11.6463, device='cuda:0') (tensor(21.5164, device='cuda:0')) | > loss_gen: 2.752094268798828 (2.7696165611714485) | > loss_kl: 1.7275547981262207 (1.7379943485613223) | > loss_feat: 7.625351428985596 (8.261709828435633) | > loss_mel: 12.788211822509766 (12.890568332907595) | > loss_duration: 1.6218628883361816 (1.6678591422092768) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.515073776245117 (27.327748275097505) | > grad_norm_1: tensor(76.4416, device='cuda:0') (tensor(381.5366, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.854 (0.866513901286655) | > loader_time: 0.01 (0.01054509480794271)  --> TIME: 2025-05-11 17:39:18 -- STEP: 212/725 -- GLOBAL_STEP: 358550 | > loss_disc: 2.1802847385406494 (2.198847577256976) | > loss_disc_real_0: 0.12954074144363403 (0.13604416634957733) | > loss_disc_real_1: 0.17676061391830444 (0.19079059601392392) | > loss_disc_real_2: 0.19756262004375458 (0.18749182116029398) | > loss_disc_real_3: 0.19670343399047852 (0.20532075020502205) | > loss_disc_real_4: 0.21663729846477509 (0.19507864384718665) | > loss_disc_real_5: 0.22310394048690796 (0.2069920628278885) | > loss_0: 2.1802847385406494 (2.198847577256976) | > grad_norm_0: tensor(19.4274, device='cuda:0') (tensor(20.5328, device='cuda:0')) | > loss_gen: 2.731062650680542 (2.7676698363052226) | > loss_kl: 1.5727816820144653 (1.7359930929147973) | > loss_feat: 8.113506317138672 (8.265958147228886) | > loss_mel: 13.084306716918945 (12.89551720079386) | > loss_duration: 1.6708471775054932 (1.6674461173561383) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.172504425048828 (27.3325844080943) | > grad_norm_1: tensor(379.5422, device='cuda:0') (tensor(375.0863, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8582 (0.870045597823161) | > loader_time: 0.0109 (0.010464677270853298)  --> TIME: 2025-05-11 17:40:02 -- STEP: 262/725 -- GLOBAL_STEP: 358600 | > loss_disc: 2.071432590484619 (2.1980073852393462) | > loss_disc_real_0: 0.15433520078659058 (0.13624745723969148) | > loss_disc_real_1: 0.16835857927799225 (0.1903451341595359) | > loss_disc_real_2: 0.17443180084228516 (0.18779785760486398) | > loss_disc_real_3: 0.19879092276096344 (0.20525017727649855) | > loss_disc_real_4: 0.15726475417613983 (0.1951192709553333) | > loss_disc_real_5: 0.21045517921447754 (0.20679718278746567) | > loss_0: 2.071432590484619 (2.1980073852393462) | > grad_norm_0: tensor(30.6244, device='cuda:0') (tensor(20.8423, device='cuda:0')) | > loss_gen: 2.8289880752563477 (2.772004682599133) | > loss_kl: 1.7696824073791504 (1.7323998663261646) | > loss_feat: 9.121297836303711 (8.294274706876914) | > loss_mel: 14.741246223449707 (12.953664695943585) | > loss_duration: 1.6509790420532227 (1.6679299414612865) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.11219024658203 (27.42027385362232) | > grad_norm_1: tensor(496.2028, device='cuda:0') (tensor(373.3649, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.9179 (0.8692688405058766) | > loader_time: 0.011 (0.010495669059171025)  --> TIME: 2025-05-11 17:40:47 -- STEP: 312/725 -- GLOBAL_STEP: 358650 | > loss_disc: 2.156680107116699 (2.1957254547339207) | > loss_disc_real_0: 0.14829868078231812 (0.13548240743768514) | > loss_disc_real_1: 0.20743556320667267 (0.1901987220805425) | > loss_disc_real_2: 0.16959747672080994 (0.18780440455063793) | > loss_disc_real_3: 0.21829670667648315 (0.2050549247039434) | > loss_disc_real_4: 0.19200971722602844 (0.19475221442870608) | > loss_disc_real_5: 0.22135838866233826 (0.20679284937870812) | > loss_0: 2.156680107116699 (2.1957254547339207) | > grad_norm_0: tensor(11.6780, device='cuda:0') (tensor(20.5246, device='cuda:0')) | > loss_gen: 2.853834390640259 (2.770961008010766) | > loss_kl: 1.6419538259506226 (1.725208573616468) | > loss_feat: 8.456084251403809 (8.27715045213699) | > loss_mel: 13.565742492675781 (12.937752726750501) | > loss_duration: 1.644672155380249 (1.6668804352864242) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.16228675842285 (27.3779531747867) | > grad_norm_1: tensor(199.6040, device='cuda:0') (tensor(376.0943, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8603 (0.8688788941273322) | > loader_time: 0.0103 (0.0105428023216052)  --> TIME: 2025-05-11 17:41:31 -- STEP: 362/725 -- GLOBAL_STEP: 358700 | > loss_disc: 2.2157177925109863 (2.1987346252683766) | > loss_disc_real_0: 0.17971336841583252 (0.1360243072126122) | > loss_disc_real_1: 0.18166284263134003 (0.19002798442517854) | > loss_disc_real_2: 0.19019025564193726 (0.18824356016368496) | > loss_disc_real_3: 0.21763519942760468 (0.20522512153861272) | > loss_disc_real_4: 0.18723341822624207 (0.19510034883384547) | > loss_disc_real_5: 0.1861409991979599 (0.2069355430523994) | > loss_0: 2.2157177925109863 (2.1987346252683766) | > grad_norm_0: tensor(40.0444, device='cuda:0') (tensor(20.5994, device='cuda:0')) | > loss_gen: 2.6394529342651367 (2.765006785234694) | > loss_kl: 1.6719422340393066 (1.724363637233966) | > loss_feat: 7.796830177307129 (8.255641036270733) | > loss_mel: 12.431066513061523 (12.9032016327368) | > loss_duration: 1.6168138980865479 (1.6655615722935502) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.156105041503906 (27.31377462524078) | > grad_norm_1: tensor(480.4530, device='cuda:0') (tensor(373.0413, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8728 (0.8688472054939902) | > loader_time: 0.0103 (0.010609459481845253)  --> TIME: 2025-05-11 17:42:15 -- STEP: 412/725 -- GLOBAL_STEP: 358750 | > loss_disc: 2.1125752925872803 (2.194621817579545) | > loss_disc_real_0: 0.09819307178258896 (0.13527888603942484) | > loss_disc_real_1: 0.17875126004219055 (0.18973368746273725) | > loss_disc_real_2: 0.1772780567407608 (0.18772920904663) | > loss_disc_real_3: 0.2023307979106903 (0.20481655634577992) | > loss_disc_real_4: 0.1843554526567459 (0.1946691259814119) | > loss_disc_real_5: 0.2139619141817093 (0.20710994126003926) | > loss_0: 2.1125752925872803 (2.194621817579545) | > grad_norm_0: tensor(22.9323, device='cuda:0') (tensor(20.6676, device='cuda:0')) | > loss_gen: 2.7401204109191895 (2.770869760258684) | > loss_kl: 1.6873990297317505 (1.726705546807317) | > loss_feat: 9.3709077835083 (8.283413931004047) | > loss_mel: 13.044998168945312 (12.919872957525905) | > loss_duration: 1.685276746749878 (1.6661193330311082) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.528701782226562 (27.366981492459203) | > grad_norm_1: tensor(307.9282, device='cuda:0') (tensor(375.8819, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8882 (0.8690252361945736) | > loader_time: 0.0106 (0.010661792986601314)  --> TIME: 2025-05-11 17:42:59 -- STEP: 462/725 -- GLOBAL_STEP: 358800 | > loss_disc: 2.055546760559082 (2.1951933807624884) | > loss_disc_real_0: 0.11445964127779007 (0.13531621094002869) | > loss_disc_real_1: 0.18790854513645172 (0.189554125941419) | > loss_disc_real_2: 0.18391545116901398 (0.18769402040805652) | > loss_disc_real_3: 0.20785440504550934 (0.2050412633976379) | > loss_disc_real_4: 0.16854459047317505 (0.19469377779083336) | > loss_disc_real_5: 0.16582825779914856 (0.20738143570624393) | > loss_0: 2.055546760559082 (2.1951933807624884) | > grad_norm_0: tensor(19.0303, device='cuda:0') (tensor(20.7901, device='cuda:0')) | > loss_gen: 2.895372152328491 (2.767569365439477) | > loss_kl: 1.6163026094436646 (1.7228167970459183) | > loss_feat: 9.074020385742188 (8.272074092518197) | > loss_mel: 13.591699600219727 (12.917787867707096) | > loss_duration: 1.6893672943115234 (1.665837408918323) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.866762161254883 (27.346085531887045) | > grad_norm_1: tensor(494.7932, device='cuda:0') (tensor(373.8898, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8023 (0.8688080661740654) | > loader_time: 0.0097 (0.010726462194929919)  --> TIME: 2025-05-11 17:43:44 -- STEP: 512/725 -- GLOBAL_STEP: 358850 | > loss_disc: 2.1009793281555176 (2.1952810452785334) | > loss_disc_real_0: 0.13435520231723785 (0.13554988073883584) | > loss_disc_real_1: 0.17337055504322052 (0.189600134792272) | > loss_disc_real_2: 0.2008153647184372 (0.1878717743093148) | > loss_disc_real_3: 0.20139573514461517 (0.20498342494829558) | > loss_disc_real_4: 0.1739232838153839 (0.1944388695701491) | > loss_disc_real_5: 0.1952054500579834 (0.2073148797207978) | > loss_0: 2.1009793281555176 (2.1952810452785334) | > grad_norm_0: tensor(37.3868, device='cuda:0') (tensor(20.8824, device='cuda:0')) | > loss_gen: 2.967957019805908 (2.7684820177964866) | > loss_kl: 1.7472494840621948 (1.7202153308317065) | > loss_feat: 9.38082218170166 (8.270053960382935) | > loss_mel: 13.657940864562988 (12.916491730138663) | > loss_duration: 1.6230149269104004 (1.66618638089858) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.376983642578125 (27.341429416090257) | > grad_norm_1: tensor(532.2463, device='cuda:0') (tensor(374.8696, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.889 (0.8688760818913579) | > loader_time: 0.0126 (0.010749016888439666)  --> TIME: 2025-05-11 17:44:28 -- STEP: 562/725 -- GLOBAL_STEP: 358900 | > loss_disc: 2.1182732582092285 (2.1957736891359607) | > loss_disc_real_0: 0.09301766008138657 (0.1352400440603389) | > loss_disc_real_1: 0.16491909325122833 (0.18962151663265195) | > loss_disc_real_2: 0.2085023671388626 (0.1881416640725) | > loss_disc_real_3: 0.21267838776111603 (0.20511319419349214) | > loss_disc_real_4: 0.21252575516700745 (0.1946330238332528) | > loss_disc_real_5: 0.2339804768562317 (0.20724810622765077) | > loss_0: 2.1182732582092285 (2.1957736891359607) | > grad_norm_0: tensor(10.1076, device='cuda:0') (tensor(20.9536, device='cuda:0')) | > loss_gen: 3.1228461265563965 (2.769314841443533) | > loss_kl: 1.781347393989563 (1.720602715142681) | > loss_feat: 9.374703407287598 (8.27204149473604) | > loss_mel: 13.406383514404297 (12.931399128190993) | > loss_duration: 1.6268930435180664 (1.6660926426856972) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.312175750732422 (27.359450812017375) | > grad_norm_1: tensor(260.7373, device='cuda:0') (tensor(376.4905, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.924 (0.8686192239306574) | > loader_time: 0.0117 (0.010796508330891574)  --> TIME: 2025-05-11 17:45:12 -- STEP: 612/725 -- GLOBAL_STEP: 358950 | > loss_disc: 2.2448654174804688 (2.197693984298143) | > loss_disc_real_0: 0.11864092946052551 (0.13524068508516343) | > loss_disc_real_1: 0.21002936363220215 (0.18999594060424108) | > loss_disc_real_2: 0.22078531980514526 (0.1883951578946675) | > loss_disc_real_3: 0.18834958970546722 (0.20526361777112367) | > loss_disc_real_4: 0.22991544008255005 (0.19489739625866903) | > loss_disc_real_5: 0.21477529406547546 (0.207323941700404) | > loss_0: 2.2448654174804688 (2.197693984298143) | > grad_norm_0: tensor(34.1208, device='cuda:0') (tensor(20.8774, device='cuda:0')) | > loss_gen: 2.7537288665771484 (2.7656583365272045) | > loss_kl: 1.7096060514450073 (1.7200604607077206) | > loss_feat: 7.602121353149414 (8.258776515917058) | > loss_mel: 12.571088790893555 (12.92472640050004) | > loss_duration: 1.5949866771697998 (1.6657221919181302) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.231531143188477 (27.334943908491958) | > grad_norm_1: tensor(483.1773, device='cuda:0') (tensor(372.1120, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.836 (0.8692801431113597) | > loader_time: 0.0111 (0.010824185960433073)  --> TIME: 2025-05-11 17:45:56 -- STEP: 662/725 -- GLOBAL_STEP: 359000 | > loss_disc: 2.208710193634033 (2.1971342914774326) | > loss_disc_real_0: 0.19614200294017792 (0.13528438860105965) | > loss_disc_real_1: 0.21258684992790222 (0.18990320651552836) | > loss_disc_real_2: 0.17051883041858673 (0.18823900233582808) | > loss_disc_real_3: 0.21432791650295258 (0.20515343751702056) | > loss_disc_real_4: 0.20667022466659546 (0.1947709172513911) | > loss_disc_real_5: 0.22114861011505127 (0.20763243151845528) | > loss_0: 2.208710193634033 (2.1971342914774326) | > grad_norm_0: tensor(42.7937, device='cuda:0') (tensor(20.7475, device='cuda:0')) | > loss_gen: 2.657564640045166 (2.7668513354938167) | > loss_kl: 1.7284220457077026 (1.7237547864726663) | > loss_feat: 7.771355628967285 (8.267279972842811) | > loss_mel: 12.911785125732422 (12.94265832353576) | > loss_duration: 1.6654338836669922 (1.6661283771797253) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.734561920166016 (27.36667280110709) | > grad_norm_1: tensor(541.9860, device='cuda:0') (tensor(367.9347, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8782 (0.8684779769344271) | > loader_time: 0.0127 (0.0108188992180493) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_359000.pth  --> TIME: 2025-05-11 17:46:42 -- STEP: 712/725 -- GLOBAL_STEP: 359050 | > loss_disc: 2.175753355026245 (2.197826183913796) | > loss_disc_real_0: 0.10717438906431198 (0.13535400062506459) | > loss_disc_real_1: 0.17727617919445038 (0.1899247873532639) | > loss_disc_real_2: 0.21690665185451508 (0.18849069566539184) | > loss_disc_real_3: 0.22199049592018127 (0.205125193833635) | > loss_disc_real_4: 0.20075233280658722 (0.19471129978054702) | > loss_disc_real_5: 0.1896362006664276 (0.20763161991921703) | > loss_0: 2.175753355026245 (2.197826183913796) | > grad_norm_0: tensor(15.2015, device='cuda:0') (tensor(20.8126, device='cuda:0')) | > loss_gen: 2.7057464122772217 (2.766272979171084) | > loss_kl: 1.6863971948623657 (1.7246178247955408) | > loss_feat: 8.192749977111816 (8.264406833086126) | > loss_mel: 13.722484588623047 (12.942526286907423) | > loss_duration: 1.6429933309555054 (1.6656662125266004) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.95037078857422 (27.36349015557365) | > grad_norm_1: tensor(171.5578, device='cuda:0') (tensor(366.2526, device='cuda:0')) | > current_lr_0: 0.00018950947041526783 | > current_lr_1: 0.00018950947041526783 | > step_time: 0.8131 (0.8676101776321281) | > loader_time: 0.0099 (0.01078186711568511)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2897956371307373 (2.2897956371307373) | > loss_disc_real_0: 0.14973516762256622 (0.14973516762256622) | > loss_disc_real_1: 0.199629008769989 (0.199629008769989) | > loss_disc_real_2: 0.15057718753814697 (0.15057718753814697) | > loss_disc_real_3: 0.20052295923233032 (0.20052295923233032) | > loss_disc_real_4: 0.23714715242385864 (0.23714715242385864) | > loss_disc_real_5: 0.21831947565078735 (0.21831947565078735) | > loss_0: 2.2897956371307373 (2.2897956371307373) | > loss_gen: 2.5379269123077393 (2.5379269123077393) | > loss_kl: 2.3366358280181885 (2.3366358280181885) | > loss_feat: 7.487985134124756 (7.487985134124756) | > loss_mel: 12.699296951293945 (12.699296951293945) | > loss_duration: 1.7106444835662842 (1.7106444835662842) | > loss_1: 26.772489547729492 (26.772489547729492)  --> STEP: 1 | > loss_disc: 2.316364288330078 (2.316364288330078) | > loss_disc_real_0: 0.1336645931005478 (0.1336645931005478) | > loss_disc_real_1: 0.20034697651863098 (0.20034697651863098) | > loss_disc_real_2: 0.16181224584579468 (0.16181224584579468) | > loss_disc_real_3: 0.1998724341392517 (0.1998724341392517) | > loss_disc_real_4: 0.22800418734550476 (0.22800418734550476) | > loss_disc_real_5: 0.2196809947490692 (0.2196809947490692) | > loss_0: 2.316364288330078 (2.316364288330078) | > loss_gen: 2.4935245513916016 (2.4935245513916016) | > loss_kl: 2.10459566116333 (2.10459566116333) | > loss_feat: 7.439390659332275 (7.439390659332275) | > loss_mel: 12.113724708557129 (12.113724708557129) | > loss_duration: 1.828796625137329 (1.828796625137329) | > loss_1: 25.980031967163086 (25.980031967163086)  --> STEP: 2 | > loss_disc: 2.2902283668518066 (2.3032963275909424) | > loss_disc_real_0: 0.14369899034500122 (0.1386817917227745) | > loss_disc_real_1: 0.18692345917224884 (0.1936352178454399) | > loss_disc_real_2: 0.15502595901489258 (0.15841910243034363) | > loss_disc_real_3: 0.2210630476474762 (0.21046774089336395) | > loss_disc_real_4: 0.2200423777103424 (0.22402328252792358) | > loss_disc_real_5: 0.21987690031528473 (0.21977894753217697) | > loss_0: 2.2902283668518066 (2.3032963275909424) | > loss_gen: 2.558769464492798 (2.5261470079421997) | > loss_kl: 2.0982561111450195 (2.101425886154175) | > loss_feat: 7.700462341308594 (7.569926500320435) | > loss_mel: 13.20059871673584 (12.657161712646484) | > loss_duration: 1.8605055809020996 (1.8446511030197144) | > loss_1: 27.41859245300293 (26.699312210083008)  --> STEP: 3 | > loss_disc: 2.165055274963379 (2.257215976715088) | > loss_disc_real_0: 0.12703967094421387 (0.13480108479658762) | > loss_disc_real_1: 0.2018129676580429 (0.1963611344496409) | > loss_disc_real_2: 0.1525903344154358 (0.15647617975870767) | > loss_disc_real_3: 0.20212948322296143 (0.20768832166989645) | > loss_disc_real_4: 0.22386027872562408 (0.22396894792715707) | > loss_disc_real_5: 0.22281335294246674 (0.22079041600227356) | > loss_0: 2.165055274963379 (2.257215976715088) | > loss_gen: 2.7611448764801025 (2.6044796307881675) | > loss_kl: 2.043872833251953 (2.0822415351867676) | > loss_feat: 8.545710563659668 (7.895187854766846) | > loss_mel: 13.817540168762207 (13.043954531351725) | > loss_duration: 1.8327233791351318 (1.8406751950581868) | > loss_1: 29.000991821289062 (27.46653874715169)  --> STEP: 4 | > loss_disc: 2.2790913581848145 (2.2626848220825195) | > loss_disc_real_0: 0.14950090646743774 (0.13847604021430016) | > loss_disc_real_1: 0.20637567341327667 (0.19886476919054985) | > loss_disc_real_2: 0.16229799389839172 (0.1579316332936287) | > loss_disc_real_3: 0.1853802353143692 (0.20211130008101463) | > loss_disc_real_4: 0.22906380891799927 (0.22524266317486763) | > loss_disc_real_5: 0.21525931358337402 (0.21940764039754868) | > loss_0: 2.2790913581848145 (2.2626848220825195) | > loss_gen: 2.596053123474121 (2.6023730039596558) | > loss_kl: 1.9493861198425293 (2.049027681350708) | > loss_feat: 8.652573585510254 (8.084534287452698) | > loss_mel: 13.592670440673828 (13.181133508682251) | > loss_duration: 1.786938190460205 (1.8272409439086914) | > loss_1: 28.577621459960938 (27.744309425354004) --> EVAL PERFORMANCE | > avg_loader_time: 0.3304125666618347 (-0.0006101131439208984) | > avg_loss_disc: 2.2626848220825195 (-0.08216923475265503) | > avg_loss_disc_real_0: 0.13847604021430016 (+0.04311732389032841) | > avg_loss_disc_real_1: 0.19886476919054985 (-0.01295064389705658) | > avg_loss_disc_real_2: 0.1579316332936287 (-0.08065590634942055) | > avg_loss_disc_real_3: 0.20211130008101463 (-0.002862401306629181) | > avg_loss_disc_real_4: 0.22524266317486763 (-0.04333796724677086) | > avg_loss_disc_real_5: 0.21940764039754868 (-0.03293594345450401) | > avg_loss_0: 2.2626848220825195 (-0.08216923475265503) | > avg_loss_gen: 2.6023730039596558 (-0.03239083290100098) | > avg_loss_kl: 2.049027681350708 (-0.04605421423912048) | > avg_loss_feat: 8.084534287452698 (+0.18214929103851318) | > avg_loss_mel: 13.181133508682251 (-0.34400463104248047) | > avg_loss_duration: 1.8272409439086914 (-0.00346219539642334) | > avg_loss_1: 27.744309425354004 (-0.24376392364501953)  > EPOCH: 432/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 17:46:59)   --> TIME: 2025-05-11 17:47:34 -- STEP: 37/725 -- GLOBAL_STEP: 359100 | > loss_disc: 2.262532949447632 (2.2282667933283635) | > loss_disc_real_0: 0.17719943821430206 (0.1386835301244581) | > loss_disc_real_1: 0.19916455447673798 (0.1920133688159891) | > loss_disc_real_2: 0.21691030263900757 (0.19314365693040791) | > loss_disc_real_3: 0.18973159790039062 (0.2060670083439028) | > loss_disc_real_4: 0.17787420749664307 (0.19473409894350413) | > loss_disc_real_5: 0.21053950488567352 (0.21174736280699033) | > loss_0: 2.262532949447632 (2.2282667933283635) | > grad_norm_0: tensor(20.3712, device='cuda:0') (tensor(19.7250, device='cuda:0')) | > loss_gen: 2.591829776763916 (2.729233554891638) | > loss_kl: 1.7727253437042236 (1.7423215331258) | > loss_feat: 7.764091491699219 (8.170974679895348) | > loss_mel: 11.934648513793945 (12.966225520984546) | > loss_duration: 1.681198000907898 (1.662373568560626) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.74449348449707 (27.27112893800478) | > grad_norm_1: tensor(438.2087, device='cuda:0') (tensor(312.3823, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8698 (0.8545167768323745) | > loader_time: 0.0113 (0.010595598736324825)  --> TIME: 2025-05-11 17:48:17 -- STEP: 87/725 -- GLOBAL_STEP: 359150 | > loss_disc: 2.189476490020752 (2.2146425959707683) | > loss_disc_real_0: 0.1462540179491043 (0.13925541243676479) | > loss_disc_real_1: 0.15569984912872314 (0.190618423381071) | > loss_disc_real_2: 0.17036208510398865 (0.18966322931750068) | > loss_disc_real_3: 0.20847415924072266 (0.20637942182606664) | > loss_disc_real_4: 0.1978311389684677 (0.194483454885154) | > loss_disc_real_5: 0.1648973673582077 (0.20898598415413122) | > loss_0: 2.189476490020752 (2.2146425959707683) | > grad_norm_0: tensor(20.7126, device='cuda:0') (tensor(23.6737, device='cuda:0')) | > loss_gen: 2.8638949394226074 (2.760698515793372) | > loss_kl: 1.7076958417892456 (1.719375837808368) | > loss_feat: 8.771259307861328 (8.192425409952802) | > loss_mel: 14.28509521484375 (12.885190963745115) | > loss_duration: 1.6558475494384766 (1.6623692827663203) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.28379249572754 (27.22006010735172) | > grad_norm_1: tensor(319.4073, device='cuda:0') (tensor(365.6325, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.839 (0.8556754726102982) | > loader_time: 0.0105 (0.010763560218372565)  --> TIME: 2025-05-11 17:49:01 -- STEP: 137/725 -- GLOBAL_STEP: 359200 | > loss_disc: 2.141569137573242 (2.204518147628673) | > loss_disc_real_0: 0.1413584053516388 (0.13782675618672893) | > loss_disc_real_1: 0.1782892346382141 (0.19016648328652347) | > loss_disc_real_2: 0.16916924715042114 (0.18812179576306448) | > loss_disc_real_3: 0.1820913851261139 (0.20506174895015075) | > loss_disc_real_4: 0.17020493745803833 (0.19419458475861243) | > loss_disc_real_5: 0.18597480654716492 (0.20732920665810578) | > loss_0: 2.141569137573242 (2.204518147628673) | > grad_norm_0: tensor(28.7875, device='cuda:0') (tensor(22.5809, device='cuda:0')) | > loss_gen: 2.7997965812683105 (2.762561016709264) | > loss_kl: 1.6020232439041138 (1.7133714517537695) | > loss_feat: 8.527384757995605 (8.224807050106309) | > loss_mel: 11.921231269836426 (12.847868167570908) | > loss_duration: 1.6430784463882446 (1.663181646896975) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.493515014648438 (27.211789333037217) | > grad_norm_1: tensor(251.3180, device='cuda:0') (tensor(366.6025, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8234 (0.8542646160961067) | > loader_time: 0.0099 (0.010798858029999001)  --> TIME: 2025-05-11 17:49:45 -- STEP: 187/725 -- GLOBAL_STEP: 359250 | > loss_disc: 2.297081232070923 (2.1984892375966454) | > loss_disc_real_0: 0.1258848011493683 (0.13660463818254306) | > loss_disc_real_1: 0.20371122658252716 (0.1899673963453681) | > loss_disc_real_2: 0.2711702287197113 (0.18856908914877132) | > loss_disc_real_3: 0.21322602033615112 (0.20515009657265668) | > loss_disc_real_4: 0.20475375652313232 (0.19452425702051687) | > loss_disc_real_5: 0.18853412568569183 (0.20582717808491405) | > loss_0: 2.297081232070923 (2.1984892375966454) | > grad_norm_0: tensor(15.6603, device='cuda:0') (tensor(22.6698, device='cuda:0')) | > loss_gen: 2.593465566635132 (2.771817856293949) | > loss_kl: 1.8566933870315552 (1.7193994145979858) | > loss_feat: 8.09166431427002 (8.275807564271334) | > loss_mel: 12.403010368347168 (12.877669079418489) | > loss_duration: 1.6772481203079224 (1.664541330567018) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.622081756591797 (27.309235210724694) | > grad_norm_1: tensor(216.7366, device='cuda:0') (tensor(381.5492, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8574 (0.8581926593168534) | > loader_time: 0.0103 (0.010708100018016793)  --> TIME: 2025-05-11 17:50:29 -- STEP: 237/725 -- GLOBAL_STEP: 359300 | > loss_disc: 2.1404025554656982 (2.197084763885048) | > loss_disc_real_0: 0.13103657960891724 (0.1359716824841397) | > loss_disc_real_1: 0.18975555896759033 (0.19019019207622437) | > loss_disc_real_2: 0.17632882297039032 (0.18828072213422398) | > loss_disc_real_3: 0.19888095557689667 (0.20506862428369402) | > loss_disc_real_4: 0.1870184987783432 (0.19452782993829706) | > loss_disc_real_5: 0.18771712481975555 (0.2060858143910074) | > loss_0: 2.1404025554656982 (2.197084763885048) | > grad_norm_0: tensor(15.6629, device='cuda:0') (tensor(22.0327, device='cuda:0')) | > loss_gen: 2.7963366508483887 (2.77510304088834) | > loss_kl: 1.849452018737793 (1.7291930441111958) | > loss_feat: 8.73088264465332 (8.30847829706056) | > loss_mel: 12.999427795410156 (12.924070322060887) | > loss_duration: 1.6544053554534912 (1.664763046216361) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.03050422668457 (27.40160768243331) | > grad_norm_1: tensor(388.6952, device='cuda:0') (tensor(375.6885, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8189 (0.8596093664692424) | > loader_time: 0.0095 (0.010636997625294615)  --> TIME: 2025-05-11 17:51:12 -- STEP: 287/725 -- GLOBAL_STEP: 359350 | > loss_disc: 2.2845118045806885 (2.196976091803575) | > loss_disc_real_0: 0.132182776927948 (0.1360871774446257) | > loss_disc_real_1: 0.20781326293945312 (0.1903388400526413) | > loss_disc_real_2: 0.18430516123771667 (0.18817365397975008) | > loss_disc_real_3: 0.19697321951389313 (0.20486089031663096) | > loss_disc_real_4: 0.22792039811611176 (0.19464788832523267) | > loss_disc_real_5: 0.2425841987133026 (0.2064340607837517) | > loss_0: 2.2845118045806885 (2.196976091803575) | > grad_norm_0: tensor(10.7412, device='cuda:0') (tensor(21.0018, device='cuda:0')) | > loss_gen: 2.600477457046509 (2.773823305289505) | > loss_kl: 1.7146769762039185 (1.727001976053059) | > loss_feat: 7.218034267425537 (8.302811971524873) | > loss_mel: 12.17557430267334 (12.927353460198912) | > loss_duration: 1.6653844118118286 (1.664458820213424) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.374147415161133 (27.39544946889844) | > grad_norm_1: tensor(239.3911, device='cuda:0') (tensor(359.3432, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8226 (0.8579615300540727) | > loader_time: 0.0102 (0.010611096325651688)  --> TIME: 2025-05-11 17:51:56 -- STEP: 337/725 -- GLOBAL_STEP: 359400 | > loss_disc: 2.124736785888672 (2.198998449817963) | > loss_disc_real_0: 0.0906607136130333 (0.13695853077516346) | > loss_disc_real_1: 0.19632747769355774 (0.1902452643175861) | > loss_disc_real_2: 0.2002299726009369 (0.18859735834315552) | > loss_disc_real_3: 0.2073041796684265 (0.2046820187073434) | > loss_disc_real_4: 0.20494037866592407 (0.1947062573111021) | > loss_disc_real_5: 0.1937718391418457 (0.206589151781815) | > loss_0: 2.124736785888672 (2.198998449817963) | > grad_norm_0: tensor(16.7799, device='cuda:0') (tensor(20.9484, device='cuda:0')) | > loss_gen: 2.925259590148926 (2.7720405871507308) | > loss_kl: 1.7346980571746826 (1.7273022205256574) | > loss_feat: 8.923578262329102 (8.295658715754668) | > loss_mel: 14.056418418884277 (12.94257008074299) | > loss_duration: 1.6513361930847168 (1.6642678586948518) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.291290283203125 (27.40183942891016) | > grad_norm_1: tensor(466.2295, device='cuda:0') (tensor(357.4144, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8784 (0.857453042746298) | > loader_time: 0.0102 (0.010556503290238635)  --> TIME: 2025-05-11 17:52:39 -- STEP: 387/725 -- GLOBAL_STEP: 359450 | > loss_disc: 2.1249237060546875 (2.1993806124965642) | > loss_disc_real_0: 0.1291671246290207 (0.1368075795182884) | > loss_disc_real_1: 0.1921488493680954 (0.19028152845010585) | > loss_disc_real_2: 0.18379704654216766 (0.18866082852662996) | > loss_disc_real_3: 0.16878078877925873 (0.20491686409450016) | > loss_disc_real_4: 0.19241496920585632 (0.19471614574893184) | > loss_disc_real_5: 0.19935832917690277 (0.20660855438204076) | > loss_0: 2.1249237060546875 (2.1993806124965642) | > grad_norm_0: tensor(25.6868, device='cuda:0') (tensor(21.0078, device='cuda:0')) | > loss_gen: 2.8659861087799072 (2.7718600838683347) | > loss_kl: 1.5432051420211792 (1.7215374224561752) | > loss_feat: 8.706421852111816 (8.276034716179833) | > loss_mel: 13.575206756591797 (12.923757553100586) | > loss_duration: 1.737138271331787 (1.6649095602429806) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.42795753479004 (27.35809930904891) | > grad_norm_1: tensor(577.7166, device='cuda:0') (tensor(365.5920, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8526 (0.8567892938313253) | > loader_time: 0.0111 (0.010525686180252727)  --> TIME: 2025-05-11 17:53:23 -- STEP: 437/725 -- GLOBAL_STEP: 359500 | > loss_disc: 2.180802822113037 (2.198095749117415) | > loss_disc_real_0: 0.10971221327781677 (0.1363457300843034) | > loss_disc_real_1: 0.17384415864944458 (0.19016744175955688) | > loss_disc_real_2: 0.16713491082191467 (0.18882283967337837) | > loss_disc_real_3: 0.19167464971542358 (0.2050401247202396) | > loss_disc_real_4: 0.17532631754875183 (0.19456514378570577) | > loss_disc_real_5: 0.20632606744766235 (0.2064613652515738) | > loss_0: 2.180802822113037 (2.198095749117415) | > grad_norm_0: tensor(25.9164, device='cuda:0') (tensor(20.9670, device='cuda:0')) | > loss_gen: 2.688563585281372 (2.772426680514685) | > loss_kl: 1.6605509519577026 (1.7174807451409666) | > loss_feat: 8.76105785369873 (8.280598369834083) | > loss_mel: 13.570426940917969 (12.915607090127278) | > loss_duration: 1.6358002424240112 (1.6646911917889418) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.31639862060547 (27.350804025575826) | > grad_norm_1: tensor(461.1971, device='cuda:0') (tensor(368.2784, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.9063 (0.8568270762943296) | > loader_time: 0.01 (0.010503924411276096)  --> TIME: 2025-05-11 17:54:06 -- STEP: 487/725 -- GLOBAL_STEP: 359550 | > loss_disc: 2.2104971408843994 (2.1979584970513386) | > loss_disc_real_0: 0.10468325763940811 (0.13600064511171822) | > loss_disc_real_1: 0.18195763230323792 (0.1902004465980941) | > loss_disc_real_2: 0.20265772938728333 (0.18892017634130356) | > loss_disc_real_3: 0.19044697284698486 (0.20482159073959882) | > loss_disc_real_4: 0.20836345851421356 (0.19451752461079938) | > loss_disc_real_5: 0.2302120178937912 (0.20674098743550337) | > loss_0: 2.2104971408843994 (2.1979584970513386) | > grad_norm_0: tensor(30.4635, device='cuda:0') (tensor(21.0027, device='cuda:0')) | > loss_gen: 2.817636728286743 (2.771652936935423) | > loss_kl: 1.7513748407363892 (1.715517268533335) | > loss_feat: 8.170402526855469 (8.275096318560212) | > loss_mel: 13.139671325683594 (12.937781762783043) | > loss_duration: 1.63474440574646 (1.6651130792296642) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.513830184936523 (27.365161343521653) | > grad_norm_1: tensor(235.9050, device='cuda:0') (tensor(369.7417, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8235 (0.8563116683607476) | > loader_time: 0.0107 (0.01052158667076783)  --> TIME: 2025-05-11 17:54:50 -- STEP: 537/725 -- GLOBAL_STEP: 359600 | > loss_disc: 2.334209442138672 (2.197672037882954) | > loss_disc_real_0: 0.12994731962680817 (0.1359149169183752) | > loss_disc_real_1: 0.19667528569698334 (0.19033742275650942) | > loss_disc_real_2: 0.1984008550643921 (0.18882538281117517) | > loss_disc_real_3: 0.23856167495250702 (0.2050385884732508) | > loss_disc_real_4: 0.215254545211792 (0.19449662793171024) | > loss_disc_real_5: 0.19773322343826294 (0.20683759800548654) | > loss_0: 2.334209442138672 (2.197672037882954) | > grad_norm_0: tensor(13.3129, device='cuda:0') (tensor(21.0005, device='cuda:0')) | > loss_gen: 2.4050822257995605 (2.770554506134941) | > loss_kl: 1.7077375650405884 (1.7166933400670916) | > loss_feat: 7.143200874328613 (8.272328606752934) | > loss_mel: 11.442083358764648 (12.936293847068065) | > loss_duration: 1.6806228160858154 (1.6653133810565457) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.378726959228516 (27.36118364600496) | > grad_norm_1: tensor(448.8820, device='cuda:0') (tensor(370.4920, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8451 (0.857643794303056) | > loader_time: 0.0095 (0.010501790535072584)  --> TIME: 2025-05-11 17:55:34 -- STEP: 587/725 -- GLOBAL_STEP: 359650 | > loss_disc: 2.1935853958129883 (2.1973258330021825) | > loss_disc_real_0: 0.17259281873703003 (0.13586119344074013) | > loss_disc_real_1: 0.18462756276130676 (0.19006614354034504) | > loss_disc_real_2: 0.19101767241954803 (0.18876515844205374) | > loss_disc_real_3: 0.18951910734176636 (0.2050883650932037) | > loss_disc_real_4: 0.1872248649597168 (0.19435258575253417) | > loss_disc_real_5: 0.21453829109668732 (0.20681170451580147) | > loss_0: 2.1935853958129883 (2.1973258330021825) | > grad_norm_0: tensor(21.8261, device='cuda:0') (tensor(20.9231, device='cuda:0')) | > loss_gen: 2.8078086376190186 (2.7694325471452363) | > loss_kl: 1.699217677116394 (1.7174303454475475) | > loss_feat: 8.928446769714355 (8.271989828886328) | > loss_mel: 13.442737579345703 (12.932634623330944) | > loss_duration: 1.6471672058105469 (1.6647916455488179) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.52537727355957 (27.35627896050578) | > grad_norm_1: tensor(442.9795, device='cuda:0') (tensor(369.8067, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8699 (0.8578614282851731) | > loader_time: 0.0111 (0.010480777977678593)  --> TIME: 2025-05-11 17:56:17 -- STEP: 637/725 -- GLOBAL_STEP: 359700 | > loss_disc: 2.1225478649139404 (2.1967933905929353) | > loss_disc_real_0: 0.1443982869386673 (0.1357114811894282) | > loss_disc_real_1: 0.20416124165058136 (0.18988783896156536) | > loss_disc_real_2: 0.18029442429542542 (0.1885860541505005) | > loss_disc_real_3: 0.17782603204250336 (0.20511607114617464) | > loss_disc_real_4: 0.18520428240299225 (0.1942901395647266) | > loss_disc_real_5: 0.16480951011180878 (0.20686443145364944) | > loss_0: 2.1225478649139404 (2.1967933905929353) | > grad_norm_0: tensor(33.8506, device='cuda:0') (tensor(21.0822, device='cuda:0')) | > loss_gen: 2.847525119781494 (2.770174230848036) | > loss_kl: 1.7927300930023193 (1.7166791194275002) | > loss_feat: 8.093881607055664 (8.274952705089863) | > loss_mel: 13.139213562011719 (12.932946723147504) | > loss_duration: 1.653315544128418 (1.6647434371232606) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.52666473388672 (27.359496189997746) | > grad_norm_1: tensor(560.6612, device='cuda:0') (tensor(371.5871, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8488 (0.8571184954051881) | > loader_time: 0.0108 (0.01048796891791854)  --> TIME: 2025-05-11 17:57:00 -- STEP: 687/725 -- GLOBAL_STEP: 359750 | > loss_disc: 2.3025307655334473 (2.196637941239701) | > loss_disc_real_0: 0.13238514959812164 (0.13561510585324374) | > loss_disc_real_1: 0.22038263082504272 (0.18989657618246422) | > loss_disc_real_2: 0.20963400602340698 (0.18857509316402057) | > loss_disc_real_3: 0.19155524671077728 (0.20497699663194863) | > loss_disc_real_4: 0.2058992236852646 (0.19415918708368143) | > loss_disc_real_5: 0.2068806290626526 (0.20699255227001473) | > loss_0: 2.3025307655334473 (2.196637941239701) | > grad_norm_0: tensor(20.7932, device='cuda:0') (tensor(21.2759, device='cuda:0')) | > loss_gen: 2.5943233966827393 (2.7701813664498793) | > loss_kl: 1.7784123420715332 (1.7170007509956196) | > loss_feat: 7.44371223449707 (8.269220034281417) | > loss_mel: 11.24285888671875 (12.932329765053298) | > loss_duration: 1.6642460823059082 (1.6647933808303115) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.723552703857422 (27.353525270020597) | > grad_norm_1: tensor(337.8347, device='cuda:0') (tensor(373.8532, device='cuda:0')) | > current_lr_0: 0.00018948578173146592 | > current_lr_1: 0.00018948578173146592 | > step_time: 0.8568 (0.856172668881812) | > loader_time: 0.0102 (0.010475800721058848)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3659493923187256 (2.3659493923187256) | > loss_disc_real_0: 0.23210380971431732 (0.23210380971431732) | > loss_disc_real_1: 0.22141031920909882 (0.22141031920909882) | > loss_disc_real_2: 0.19557398557662964 (0.19557398557662964) | > loss_disc_real_3: 0.20280411839485168 (0.20280411839485168) | > loss_disc_real_4: 0.31726521253585815 (0.31726521253585815) | > loss_disc_real_5: 0.24067148566246033 (0.24067148566246033) | > loss_0: 2.3659493923187256 (2.3659493923187256) | > loss_gen: 2.9981253147125244 (2.9981253147125244) | > loss_kl: 1.8915339708328247 (1.8915339708328247) | > loss_feat: 7.9664812088012695 (7.9664812088012695) | > loss_mel: 12.775026321411133 (12.775026321411133) | > loss_duration: 1.740356206893921 (1.740356206893921) | > loss_1: 27.371522903442383 (27.371522903442383)  --> STEP: 1 | > loss_disc: 2.455946922302246 (2.455946922302246) | > loss_disc_real_0: 0.25672635436058044 (0.25672635436058044) | > loss_disc_real_1: 0.2205423265695572 (0.2205423265695572) | > loss_disc_real_2: 0.21038229763507843 (0.21038229763507843) | > loss_disc_real_3: 0.23725761473178864 (0.23725761473178864) | > loss_disc_real_4: 0.2962985336780548 (0.2962985336780548) | > loss_disc_real_5: 0.2571112811565399 (0.2571112811565399) | > loss_0: 2.455946922302246 (2.455946922302246) | > loss_gen: 2.897948980331421 (2.897948980331421) | > loss_kl: 2.1928348541259766 (2.1928348541259766) | > loss_feat: 6.946946620941162 (6.946946620941162) | > loss_mel: 12.477805137634277 (12.477805137634277) | > loss_duration: 1.8379182815551758 (1.8379182815551758) | > loss_1: 26.35345458984375 (26.35345458984375)  --> STEP: 2 | > loss_disc: 2.24861216545105 (2.352279543876648) | > loss_disc_real_0: 0.21829266846179962 (0.23750951141119003) | > loss_disc_real_1: 0.20106053352355957 (0.21080143004655838) | > loss_disc_real_2: 0.18726973235607147 (0.19882601499557495) | > loss_disc_real_3: 0.21725179255008698 (0.2272547036409378) | > loss_disc_real_4: 0.3019067645072937 (0.29910264909267426) | > loss_disc_real_5: 0.23626193404197693 (0.24668660759925842) | > loss_0: 2.24861216545105 (2.352279543876648) | > loss_gen: 3.2381703853607178 (3.0680596828460693) | > loss_kl: 1.9576342105865479 (2.075234532356262) | > loss_feat: 9.425636291503906 (8.186291456222534) | > loss_mel: 14.864372253417969 (13.671088695526123) | > loss_duration: 1.890934944152832 (1.864426612854004) | > loss_1: 31.376747131347656 (28.865100860595703)  --> STEP: 3 | > loss_disc: 2.3203816413879395 (2.341646909713745) | > loss_disc_real_0: 0.21773844957351685 (0.23091915746529898) | > loss_disc_real_1: 0.20568300783634186 (0.20909528930981955) | > loss_disc_real_2: 0.18215437233448029 (0.19326880077521005) | > loss_disc_real_3: 0.1954679638147354 (0.21665912369887033) | > loss_disc_real_4: 0.30784353613853455 (0.302016278107961) | > loss_disc_real_5: 0.23674006760120392 (0.24337109426657358) | > loss_0: 2.3203816413879395 (2.341646909713745) | > loss_gen: 2.9633984565734863 (3.033172607421875) | > loss_kl: 2.027726650238037 (2.059398571650187) | > loss_feat: 8.012155532836914 (8.128246148427328) | > loss_mel: 12.981904983520508 (13.441360791524252) | > loss_duration: 1.8485383987426758 (1.8591305414835613) | > loss_1: 27.833724975585938 (28.52130889892578)  --> STEP: 4 | > loss_disc: 2.2953498363494873 (2.3300726413726807) | > loss_disc_real_0: 0.23670373857021332 (0.23236530274152756) | > loss_disc_real_1: 0.2405252307653427 (0.21695277467370033) | > loss_disc_real_2: 0.17660899460315704 (0.1891038492321968) | > loss_disc_real_3: 0.18049804866313934 (0.2076188549399376) | > loss_disc_real_4: 0.3055696189403534 (0.3029046133160591) | > loss_disc_real_5: 0.23853793740272522 (0.2421628050506115) | > loss_0: 2.2953498363494873 (2.3300726413726807) | > loss_gen: 3.095482587814331 (3.048750102519989) | > loss_kl: 1.7732799053192139 (1.9878689050674438) | > loss_feat: 8.604766845703125 (8.247376322746277) | > loss_mel: 13.645805358886719 (13.492471933364868) | > loss_duration: 1.7946593761444092 (1.8430127501487732) | > loss_1: 28.91399383544922 (28.61948013305664) --> EVAL PERFORMANCE | > avg_loader_time: 0.33473122119903564 (+0.004318654537200928) | > avg_loss_disc: 2.3300726413726807 (+0.06738781929016113) | > avg_loss_disc_real_0: 0.23236530274152756 (+0.0938892625272274) | > avg_loss_disc_real_1: 0.21695277467370033 (+0.018088005483150482) | > avg_loss_disc_real_2: 0.1891038492321968 (+0.031172215938568115) | > avg_loss_disc_real_3: 0.2076188549399376 (+0.005507554858922958) | > avg_loss_disc_real_4: 0.3029046133160591 (+0.07766195014119148) | > avg_loss_disc_real_5: 0.2421628050506115 (+0.02275516465306282) | > avg_loss_0: 2.3300726413726807 (+0.06738781929016113) | > avg_loss_gen: 3.048750102519989 (+0.44637709856033325) | > avg_loss_kl: 1.9878689050674438 (-0.06115877628326416) | > avg_loss_feat: 8.247376322746277 (+0.1628420352935791) | > avg_loss_mel: 13.492471933364868 (+0.3113384246826172) | > avg_loss_duration: 1.8430127501487732 (+0.015771806240081787) | > avg_loss_1: 28.61948013305664 (+0.8751707077026367)  > EPOCH: 433/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 17:57:40)   --> TIME: 2025-05-11 17:57:53 -- STEP: 12/725 -- GLOBAL_STEP: 359800 | > loss_disc: 2.36613392829895 (2.215051233768463) | > loss_disc_real_0: 0.14367711544036865 (0.13096028938889503) | > loss_disc_real_1: 0.21690696477890015 (0.1906112159291903) | > loss_disc_real_2: 0.25099703669548035 (0.1910194419324398) | > loss_disc_real_3: 0.2287525236606598 (0.20792362093925476) | > loss_disc_real_4: 0.17025615274906158 (0.20696661124626795) | > loss_disc_real_5: 0.19519244134426117 (0.20289974411328635) | > loss_0: 2.36613392829895 (2.215051233768463) | > grad_norm_0: tensor(21.1032, device='cuda:0') (tensor(20.6292, device='cuda:0')) | > loss_gen: 2.529313325881958 (2.7511444886525473) | > loss_kl: 1.7941757440567017 (1.7233182787895203) | > loss_feat: 7.231538772583008 (8.333830992380777) | > loss_mel: 12.057171821594238 (13.123563289642334) | > loss_duration: 1.7000162601470947 (1.6644976536432903) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.31221580505371 (27.596355120340984) | > grad_norm_1: tensor(363.5723, device='cuda:0') (tensor(345.3205, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8618 (0.8521848718325297) | > loader_time: 0.0105 (0.011320769786834717)  --> TIME: 2025-05-11 17:58:37 -- STEP: 62/725 -- GLOBAL_STEP: 359850 | > loss_disc: 2.3262031078338623 (2.2113027687995666) | > loss_disc_real_0: 0.10652713477611542 (0.13349323082835443) | > loss_disc_real_1: 0.1808072030544281 (0.19086243356427837) | > loss_disc_real_2: 0.2203468680381775 (0.1902198058462912) | > loss_disc_real_3: 0.20903392136096954 (0.20555867663314265) | > loss_disc_real_4: 0.2124553620815277 (0.19814100092457188) | > loss_disc_real_5: 0.2381109744310379 (0.2088447523213202) | > loss_0: 2.3262031078338623 (2.2113027687995666) | > grad_norm_0: tensor(14.0209, device='cuda:0') (tensor(21.1925, device='cuda:0')) | > loss_gen: 2.6504459381103516 (2.7459739831186103) | > loss_kl: 1.672758936882019 (1.7279490213240347) | > loss_feat: 7.883532524108887 (8.17777988218492) | > loss_mel: 13.492911338806152 (12.891485998707433) | > loss_duration: 1.7044973373413086 (1.6613895950778839) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.404144287109375 (27.204578522712954) | > grad_norm_1: tensor(349.3689, device='cuda:0') (tensor(376.5040, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8481 (0.8651075478523008) | > loader_time: 0.0101 (0.011165122832021406)  --> TIME: 2025-05-11 17:59:21 -- STEP: 112/725 -- GLOBAL_STEP: 359900 | > loss_disc: 2.2299301624298096 (2.193712364350047) | > loss_disc_real_0: 0.12157641351222992 (0.13292042871138887) | > loss_disc_real_1: 0.2259005457162857 (0.18960017777447186) | > loss_disc_real_2: 0.2039523422718048 (0.18791494159294023) | > loss_disc_real_3: 0.23017258942127228 (0.20500151480415038) | > loss_disc_real_4: 0.1844676285982132 (0.19565767076398646) | > loss_disc_real_5: 0.2063945233821869 (0.20755046965288265) | > loss_0: 2.2299301624298096 (2.193712364350047) | > grad_norm_0: tensor(21.1319, device='cuda:0') (tensor(21.1973, device='cuda:0')) | > loss_gen: 2.7640769481658936 (2.771784999540874) | > loss_kl: 1.5791875123977661 (1.707572958299092) | > loss_feat: 8.06832218170166 (8.315603609595977) | > loss_mel: 12.94340705871582 (13.012356681483132) | > loss_duration: 1.6473830938339233 (1.6646706493837493) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.00237464904785 (27.471988831247604) | > grad_norm_1: tensor(570.4736, device='cuda:0') (tensor(377.8891, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8585 (0.8711160038198742) | > loader_time: 0.0111 (0.011229547006743298)  --> TIME: 2025-05-11 18:00:05 -- STEP: 162/725 -- GLOBAL_STEP: 359950 | > loss_disc: 2.2690234184265137 (2.193829674779633) | > loss_disc_real_0: 0.19162335991859436 (0.13349286177092132) | > loss_disc_real_1: 0.192917138338089 (0.18979133122865063) | > loss_disc_real_2: 0.20094764232635498 (0.18807369948905192) | > loss_disc_real_3: 0.19888637959957123 (0.20521360129853825) | > loss_disc_real_4: 0.19956466555595398 (0.19506848713865985) | > loss_disc_real_5: 0.19388480484485626 (0.20685737396096004) | > loss_0: 2.2690234184265137 (2.193829674779633) | > grad_norm_0: tensor(23.6623, device='cuda:0') (tensor(21.9922, device='cuda:0')) | > loss_gen: 2.757117509841919 (2.78788854310542) | > loss_kl: 1.7528624534606934 (1.7095493608050876) | > loss_feat: 8.220004081726074 (8.388465063071537) | > loss_mel: 13.23913288116455 (13.093687681504244) | > loss_duration: 1.6166192293167114 (1.664128402133047) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.585735321044922 (27.643719013826345) | > grad_norm_1: tensor(161.8791, device='cuda:0') (tensor(391.0463, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8496 (0.8679362329435933) | > loader_time: 0.0097 (0.01106907997602298)  --> TIME: 2025-05-11 18:00:50 -- STEP: 212/725 -- GLOBAL_STEP: 360000 | > loss_disc: 2.23899245262146 (2.196636465360533) | > loss_disc_real_0: 0.13869135081768036 (0.13501384678595477) | > loss_disc_real_1: 0.18979153037071228 (0.1902054061867156) | > loss_disc_real_2: 0.19619032740592957 (0.18797697457221318) | > loss_disc_real_3: 0.2199108898639679 (0.20508130646820338) | > loss_disc_real_4: 0.20408129692077637 (0.19488679020191138) | > loss_disc_real_5: 0.18599630892276764 (0.20626527162374192) | > loss_0: 2.23899245262146 (2.196636465360533) | > grad_norm_0: tensor(18.4283, device='cuda:0') (tensor(21.8782, device='cuda:0')) | > loss_gen: 2.6052932739257812 (2.7825662201305605) | > loss_kl: 1.783111572265625 (1.7132175053065677) | > loss_feat: 7.855002403259277 (8.359730403378315) | > loss_mel: 11.74301528930664 (13.050332537237207) | > loss_duration: 1.67271089553833 (1.6640278646406137) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.659133911132812 (27.569874457593233) | > grad_norm_1: tensor(423.8960, device='cuda:0') (tensor(385.5990, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8663 (0.8688930261809868) | > loader_time: 0.015 (0.010985199010597088) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_360000.pth  --> TIME: 2025-05-11 18:01:36 -- STEP: 262/725 -- GLOBAL_STEP: 360050 | > loss_disc: 2.1509337425231934 (2.203898897607817) | > loss_disc_real_0: 0.09903184324502945 (0.13720745496622486) | > loss_disc_real_1: 0.1724197268486023 (0.19039571853994414) | > loss_disc_real_2: 0.19544973969459534 (0.18832694784603046) | > loss_disc_real_3: 0.1977595090866089 (0.20551352532765338) | > loss_disc_real_4: 0.17901498079299927 (0.19590160967284487) | > loss_disc_real_5: 0.23361966013908386 (0.2065380964115376) | > loss_0: 2.1509337425231934 (2.203898897607817) | > grad_norm_0: tensor(28.3443, device='cuda:0') (tensor(22.4123, device='cuda:0')) | > loss_gen: 2.85945725440979 (2.7784876131829415) | > loss_kl: 1.7586863040924072 (1.713498559161907) | > loss_feat: 8.491284370422363 (8.330811364050119) | > loss_mel: 13.851594924926758 (13.029665171645073) | > loss_duration: 1.6545051336288452 (1.6649784241013854) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.615528106689453 (27.51744105069692) | > grad_norm_1: tensor(562.6882, device='cuda:0') (tensor(392.1945, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.9031 (0.8683361779642467) | > loader_time: 0.0103 (0.010974016808371512)  --> TIME: 2025-05-11 18:02:20 -- STEP: 312/725 -- GLOBAL_STEP: 360100 | > loss_disc: 2.09725022315979 (2.2040619299961954) | > loss_disc_real_0: 0.09662362188100815 (0.1374230632940547) | > loss_disc_real_1: 0.18432727456092834 (0.19036659870583278) | > loss_disc_real_2: 0.17250868678092957 (0.18813089739817837) | > loss_disc_real_3: 0.18638762831687927 (0.20558679051315173) | > loss_disc_real_4: 0.18837499618530273 (0.1954375193573725) | > loss_disc_real_5: 0.23052600026130676 (0.20652543825025743) | > loss_0: 2.09725022315979 (2.2040619299961954) | > grad_norm_0: tensor(19.5991, device='cuda:0') (tensor(22.3171, device='cuda:0')) | > loss_gen: 2.842496156692505 (2.7741053188458467) | > loss_kl: 1.5896518230438232 (1.7145423132639657) | > loss_feat: 8.531808853149414 (8.313494573800984) | > loss_mel: 13.834933280944824 (13.01222904217549) | > loss_duration: 1.6552342176437378 (1.6641744654148056) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.454124450683594 (27.478545653514374) | > grad_norm_1: tensor(594.0569, device='cuda:0') (tensor(390.3333, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8407 (0.8672941174262607) | > loader_time: 0.0107 (0.010914930930504435)  --> TIME: 2025-05-11 18:03:04 -- STEP: 362/725 -- GLOBAL_STEP: 360150 | > loss_disc: 2.29050350189209 (2.202946174210605) | > loss_disc_real_0: 0.16231054067611694 (0.1370659877252844) | > loss_disc_real_1: 0.223120778799057 (0.19029618614450994) | > loss_disc_real_2: 0.21369896829128265 (0.18837624187298238) | > loss_disc_real_3: 0.19231922924518585 (0.20530083211581351) | > loss_disc_real_4: 0.22496701776981354 (0.19536102184439225) | > loss_disc_real_5: 0.2222428172826767 (0.20675850688423242) | > loss_0: 2.29050350189209 (2.202946174210605) | > grad_norm_0: tensor(20.9911, device='cuda:0') (tensor(21.9989, device='cuda:0')) | > loss_gen: 2.8249316215515137 (2.7748331035698333) | > loss_kl: 1.7303194999694824 (1.7141962746230273) | > loss_feat: 7.263179779052734 (8.306835219346356) | > loss_mel: 11.715921401977539 (12.993955577934644) | > loss_duration: 1.617119550704956 (1.6633919849580168) | > amp_scaler: 512.0 (259.53591160220986) | > loss_1: 25.151472091674805 (27.453212111035764) | > grad_norm_1: tensor(224.0888, device='cuda:0') (tensor(387.5403, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.843 (0.8673727617737995) | > loader_time: 0.01 (0.0108692487959045)  --> TIME: 2025-05-11 18:03:48 -- STEP: 412/725 -- GLOBAL_STEP: 360200 | > loss_disc: 2.1837849617004395 (2.202252345177732) | > loss_disc_real_0: 0.19884632527828217 (0.13719495633635156) | > loss_disc_real_1: 0.18311487138271332 (0.19005373988336724) | > loss_disc_real_2: 0.1855427622795105 (0.18837110094219733) | > loss_disc_real_3: 0.1936223804950714 (0.20506686869176846) | > loss_disc_real_4: 0.1923438310623169 (0.1951474670718595) | > loss_disc_real_5: 0.17575961351394653 (0.20679797586596127) | > loss_0: 2.1837849617004395 (2.202252345177732) | > grad_norm_0: tensor(38.1341, device='cuda:0') (tensor(22.1964, device='cuda:0')) | > loss_gen: 2.8328115940093994 (2.777189517484129) | > loss_kl: 1.6783576011657715 (1.715697739309477) | > loss_feat: 8.920282363891602 (8.31975009140459) | > loss_mel: 13.16108226776123 (13.019865635529305) | > loss_duration: 1.6939491033554077 (1.6640254126011749) | > amp_scaler: 512.0 (290.17475728155347) | > loss_1: 28.286483764648438 (27.496528338460088) | > grad_norm_1: tensor(330.2520, device='cuda:0') (tensor(388.5318, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8697 (0.8668854300258227) | > loader_time: 0.0099 (0.010805822113185244)  --> TIME: 2025-05-11 18:04:32 -- STEP: 462/725 -- GLOBAL_STEP: 360250 | > loss_disc: 2.1314797401428223 (2.2012210547665987) | > loss_disc_real_0: 0.11325840651988983 (0.137177537997693) | > loss_disc_real_1: 0.157247394323349 (0.18979601184656086) | > loss_disc_real_2: 0.17766733467578888 (0.1882831969044425) | > loss_disc_real_3: 0.19770269095897675 (0.20509792028954535) | > loss_disc_real_4: 0.16683629155158997 (0.19493953367590383) | > loss_disc_real_5: 0.17234671115875244 (0.20701026187572644) | > loss_0: 2.1314797401428223 (2.2012210547665987) | > grad_norm_0: tensor(18.0252, device='cuda:0') (tensor(21.9532, device='cuda:0')) | > loss_gen: 2.8609726428985596 (2.776171352956203) | > loss_kl: 1.8936634063720703 (1.714282994662528) | > loss_feat: 9.315710067749023 (8.323253643977184) | > loss_mel: 14.084891319274902 (13.01041859672183) | > loss_duration: 1.6838856935501099 (1.6641118590965933) | > amp_scaler: 512.0 (314.1818181818181) | > loss_1: 29.83912467956543 (27.48823842548189) | > grad_norm_1: tensor(377.7016, device='cuda:0') (tensor(383.2832, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8107 (0.8663964261224258) | > loader_time: 0.0099 (0.010757105691092348)  --> TIME: 2025-05-11 18:05:16 -- STEP: 512/725 -- GLOBAL_STEP: 360300 | > loss_disc: 2.198065996170044 (2.200415361206976) | > loss_disc_real_0: 0.11154121160507202 (0.13695475738495616) | > loss_disc_real_1: 0.21979601681232452 (0.18974600330693642) | > loss_disc_real_2: 0.1740354299545288 (0.1881763907440472) | > loss_disc_real_3: 0.17490212619304657 (0.20516904746182263) | > loss_disc_real_4: 0.16965864598751068 (0.19476006657350803) | > loss_disc_real_5: 0.22264885902404785 (0.20727748901117593) | > loss_0: 2.198065996170044 (2.200415361206976) | > grad_norm_0: tensor(19.7032, device='cuda:0') (tensor(21.5739, device='cuda:0')) | > loss_gen: 2.751995801925659 (2.774215989280493) | > loss_kl: 1.599117398262024 (1.71243083034642) | > loss_feat: 8.7749662399292 (8.312898379750557) | > loss_mel: 13.048486709594727 (13.004617312923074) | > loss_duration: 1.5965033769607544 (1.664701016386971) | > amp_scaler: 512.0 (333.4999999999999) | > loss_1: 27.771068572998047 (27.468863513320684) | > grad_norm_1: tensor(135.0514, device='cuda:0') (tensor(378.4256, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8704 (0.8660320732742547) | > loader_time: 0.01 (0.010684076230972998)  --> TIME: 2025-05-11 18:06:00 -- STEP: 562/725 -- GLOBAL_STEP: 360350 | > loss_disc: 2.034005880355835 (2.1989126120597837) | > loss_disc_real_0: 0.09726379811763763 (0.1365815656279544) | > loss_disc_real_1: 0.1650036722421646 (0.189649410095079) | > loss_disc_real_2: 0.19619408249855042 (0.18812137319842265) | > loss_disc_real_3: 0.17722414433956146 (0.20515857093380868) | > loss_disc_real_4: 0.1814662367105484 (0.1946558156630747) | > loss_disc_real_5: 0.21677730977535248 (0.20739955341052332) | > loss_0: 2.034005880355835 (2.1989126120597837) | > grad_norm_0: tensor(19.2981, device='cuda:0') (tensor(21.5298, device='cuda:0')) | > loss_gen: 3.1173934936523438 (2.7754226689661103) | > loss_kl: 1.6598637104034424 (1.7180827419104518) | > loss_feat: 9.553879737854004 (8.314262133900385) | > loss_mel: 14.33948802947998 (13.009742719847113) | > loss_duration: 1.623643159866333 (1.664640003888209) | > amp_scaler: 512.0 (349.38078291814946) | > loss_1: 30.294267654418945 (27.482150254300482) | > grad_norm_1: tensor(299.0395, device='cuda:0') (tensor(380.0053, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.9185 (0.8667952700441842) | > loader_time: 0.0096 (0.010618127962024179)  --> TIME: 2025-05-11 18:06:44 -- STEP: 612/725 -- GLOBAL_STEP: 360400 | > loss_disc: 2.2749948501586914 (2.198281059857283) | > loss_disc_real_0: 0.21561388671398163 (0.1365402799611) | > loss_disc_real_1: 0.20668211579322815 (0.18979764177031747) | > loss_disc_real_2: 0.21125294268131256 (0.18802207518442002) | > loss_disc_real_3: 0.18606066703796387 (0.20511699543377154) | > loss_disc_real_4: 0.1957656741142273 (0.19471716829666907) | > loss_disc_real_5: 0.2102959305047989 (0.20739908377621685) | > loss_0: 2.2749948501586914 (2.198281059857283) | > grad_norm_0: tensor(46.0412, device='cuda:0') (tensor(21.6092, device='cuda:0')) | > loss_gen: 2.680161714553833 (2.7758866443353556) | > loss_kl: 1.60188889503479 (1.7161581490943632) | > loss_feat: 7.290181636810303 (8.313868572509369) | > loss_mel: 12.337424278259277 (12.995240954791802) | > loss_duration: 1.5890841484069824 (1.6641299073992222) | > amp_scaler: 512.0 (362.66666666666674) | > loss_1: 25.498743057250977 (27.465284204171375) | > grad_norm_1: tensor(195.5905, device='cuda:0') (tensor(379.6292, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.828 (0.8669301100026546) | > loader_time: 0.0092 (0.010575686794480465)  --> TIME: 2025-05-11 18:07:28 -- STEP: 662/725 -- GLOBAL_STEP: 360450 | > loss_disc: 2.2072157859802246 (2.198650478596409) | > loss_disc_real_0: 0.10677409172058105 (0.13632732669167297) | > loss_disc_real_1: 0.213889479637146 (0.19007816386276843) | > loss_disc_real_2: 0.216635063290596 (0.1880068040236245) | > loss_disc_real_3: 0.2225044220685959 (0.20525269905876176) | > loss_disc_real_4: 0.16174834966659546 (0.19480781437227013) | > loss_disc_real_5: 0.2240264117717743 (0.2073626637548838) | > loss_0: 2.2072157859802246 (2.198650478596409) | > grad_norm_0: tensor(11.2325, device='cuda:0') (tensor(21.5719, device='cuda:0')) | > loss_gen: 2.752688407897949 (2.774479432408546) | > loss_kl: 1.7624536752700806 (1.7138186943495017) | > loss_feat: 8.969582557678223 (8.305692568286307) | > loss_mel: 13.871550559997559 (12.981460417145334) | > loss_duration: 1.6728606224060059 (1.6646073835133792) | > amp_scaler: 512.0 (373.94561933534754) | > loss_1: 29.029138565063477 (27.44005846617085) | > grad_norm_1: tensor(412.6410, device='cuda:0') (tensor(379.9965, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.873 (0.8663615035146383) | > loader_time: 0.01 (0.010575475289382241)  --> TIME: 2025-05-11 18:08:12 -- STEP: 712/725 -- GLOBAL_STEP: 360500 | > loss_disc: 2.276684284210205 (2.1984506386719356) | > loss_disc_real_0: 0.15668801963329315 (0.1360283236469277) | > loss_disc_real_1: 0.1757672131061554 (0.19014360332924313) | > loss_disc_real_2: 0.19581706821918488 (0.18839128928656654) | > loss_disc_real_3: 0.2047290951013565 (0.2050160744510005) | > loss_disc_real_4: 0.17756003141403198 (0.19478025569925816) | > loss_disc_real_5: 0.19717401266098022 (0.207148209549068) | > loss_0: 2.276684284210205 (2.1984506386719356) | > grad_norm_0: tensor(19.5505, device='cuda:0') (tensor(21.6774, device='cuda:0')) | > loss_gen: 2.7701499462127686 (2.7758287087585174) | > loss_kl: 1.8070735931396484 (1.7133857048629373) | > loss_feat: 8.990509986877441 (8.300497580780076) | > loss_mel: 12.847500801086426 (12.972811668106685) | > loss_duration: 1.6363939046859741 (1.6643059054452387) | > amp_scaler: 256.0 (371.7752808988763) | > loss_1: 28.05162811279297 (27.426829528272823) | > grad_norm_1: tensor(430.8719, device='cuda:0') (tensor(382.0331, device='cuda:0')) | > current_lr_0: 0.00018946209600874948 | > current_lr_1: 0.00018946209600874948 | > step_time: 0.8277 (0.86603537804625) | > loader_time: 0.01 (0.010549197705943935)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2512567043304443 (2.2512567043304443) | > loss_disc_real_0: 0.1924293488264084 (0.1924293488264084) | > loss_disc_real_1: 0.181771382689476 (0.181771382689476) | > loss_disc_real_2: 0.20601920783519745 (0.20601920783519745) | > loss_disc_real_3: 0.22619669139385223 (0.22619669139385223) | > loss_disc_real_4: 0.2504155933856964 (0.2504155933856964) | > loss_disc_real_5: 0.22014395892620087 (0.22014395892620087) | > loss_0: 2.2512567043304443 (2.2512567043304443) | > loss_gen: 2.9270009994506836 (2.9270009994506836) | > loss_kl: 2.218369245529175 (2.218369245529175) | > loss_feat: 9.628698348999023 (9.628698348999023) | > loss_mel: 15.332159996032715 (15.332159996032715) | > loss_duration: 1.7245261669158936 (1.7245261669158936) | > loss_1: 31.830753326416016 (31.830753326416016)  --> STEP: 1 | > loss_disc: 2.362464427947998 (2.362464427947998) | > loss_disc_real_0: 0.2213066816329956 (0.2213066816329956) | > loss_disc_real_1: 0.1946876347064972 (0.1946876347064972) | > loss_disc_real_2: 0.23134870827198029 (0.23134870827198029) | > loss_disc_real_3: 0.22698169946670532 (0.22698169946670532) | > loss_disc_real_4: 0.2571484446525574 (0.2571484446525574) | > loss_disc_real_5: 0.23322361707687378 (0.23322361707687378) | > loss_0: 2.362464427947998 (2.362464427947998) | > loss_gen: 2.8734261989593506 (2.8734261989593506) | > loss_kl: 1.980159878730774 (1.980159878730774) | > loss_feat: 8.145748138427734 (8.145748138427734) | > loss_mel: 13.73639965057373 (13.73639965057373) | > loss_duration: 1.8733779191970825 (1.8733779191970825) | > loss_1: 28.609113693237305 (28.609113693237305)  --> STEP: 2 | > loss_disc: 2.331084728240967 (2.3467745780944824) | > loss_disc_real_0: 0.21738040447235107 (0.21934354305267334) | > loss_disc_real_1: 0.19828733801841736 (0.19648748636245728) | > loss_disc_real_2: 0.24630650877952576 (0.23882760852575302) | > loss_disc_real_3: 0.23681335151195526 (0.2318975254893303) | > loss_disc_real_4: 0.23589250445365906 (0.24652047455310822) | > loss_disc_real_5: 0.2272603064775467 (0.23024196177721024) | > loss_0: 2.331084728240967 (2.3467745780944824) | > loss_gen: 2.8917174339294434 (2.882571816444397) | > loss_kl: 2.089087724685669 (2.0346238017082214) | > loss_feat: 7.781493663787842 (7.963620901107788) | > loss_mel: 13.569032669067383 (13.652716159820557) | > loss_duration: 1.8770427703857422 (1.8752103447914124) | > loss_1: 28.2083740234375 (28.408743858337402)  --> STEP: 3 | > loss_disc: 2.244821071624756 (2.3127900759379068) | > loss_disc_real_0: 0.17760342359542847 (0.2054301699002584) | > loss_disc_real_1: 0.19364731013774872 (0.1955407609542211) | > loss_disc_real_2: 0.21428845822811127 (0.23064789175987244) | > loss_disc_real_3: 0.24339915812015533 (0.23573140303293863) | > loss_disc_real_4: 0.24989649653434753 (0.24764581521352133) | > loss_disc_real_5: 0.2345879226922989 (0.23169061541557312) | > loss_0: 2.244821071624756 (2.3127900759379068) | > loss_gen: 3.0139644145965576 (2.9263693491617837) | > loss_kl: 1.9707605838775635 (2.0133360624313354) | > loss_feat: 9.200758934020996 (8.376000245412191) | > loss_mel: 15.27224063873291 (14.192557652791342) | > loss_duration: 1.8506214618682861 (1.8670140504837036) | > loss_1: 31.308345794677734 (29.375277837117512)  --> STEP: 4 | > loss_disc: 2.355823040008545 (2.3235483169555664) | > loss_disc_real_0: 0.23073124885559082 (0.2117554396390915) | > loss_disc_real_1: 0.21560068428516388 (0.2005557417869568) | > loss_disc_real_2: 0.21247774362564087 (0.22610535472631454) | > loss_disc_real_3: 0.21374176442623138 (0.23023399338126183) | > loss_disc_real_4: 0.21536584198474884 (0.2395758219063282) | > loss_disc_real_5: 0.26407748460769653 (0.23978733271360397) | > loss_0: 2.355823040008545 (2.3235483169555664) | > loss_gen: 2.8036603927612305 (2.8956921100616455) | > loss_kl: 2.2379260063171387 (2.0694835484027863) | > loss_feat: 7.827651023864746 (8.23891294002533) | > loss_mel: 12.956995010375977 (13.8836669921875) | > loss_duration: 1.7626277208328247 (1.8409174680709839) | > loss_1: 27.5888614654541 (28.92867374420166) --> EVAL PERFORMANCE | > avg_loader_time: 0.3270890712738037 (-0.007642149925231934) | > avg_loss_disc: 2.3235483169555664 (-0.006524324417114258) | > avg_loss_disc_real_0: 0.2117554396390915 (-0.020609863102436066) | > avg_loss_disc_real_1: 0.2005557417869568 (-0.016397032886743546) | > avg_loss_disc_real_2: 0.22610535472631454 (+0.03700150549411774) | > avg_loss_disc_real_3: 0.23023399338126183 (+0.022615138441324234) | > avg_loss_disc_real_4: 0.2395758219063282 (-0.06332879140973091) | > avg_loss_disc_real_5: 0.23978733271360397 (-0.0023754723370075226) | > avg_loss_0: 2.3235483169555664 (-0.006524324417114258) | > avg_loss_gen: 2.8956921100616455 (-0.1530579924583435) | > avg_loss_kl: 2.0694835484027863 (+0.08161464333534241) | > avg_loss_feat: 8.23891294002533 (-0.008463382720947266) | > avg_loss_mel: 13.8836669921875 (+0.39119505882263184) | > avg_loss_duration: 1.8409174680709839 (-0.0020952820777893066) | > avg_loss_1: 28.92867374420166 (+0.30919361114501953)  > EPOCH: 434/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 18:08:30)   --> TIME: 2025-05-11 18:09:04 -- STEP: 37/725 -- GLOBAL_STEP: 360550 | > loss_disc: 2.1063733100891113 (2.1981521103833175) | > loss_disc_real_0: 0.12888477742671967 (0.1361896383601266) | > loss_disc_real_1: 0.1616639345884323 (0.1924440184155026) | > loss_disc_real_2: 0.15613645315170288 (0.189531889316198) | > loss_disc_real_3: 0.23065680265426636 (0.2028264741639833) | > loss_disc_real_4: 0.20848381519317627 (0.192542888828226) | > loss_disc_real_5: 0.16403448581695557 (0.2064172122124079) | > loss_0: 2.1063733100891113 (2.1981521103833175) | > grad_norm_0: tensor(12.4009, device='cuda:0') (tensor(24.9985, device='cuda:0')) | > loss_gen: 2.975923776626587 (2.774560245307716) | > loss_kl: 1.714685320854187 (1.7060366707879144) | > loss_feat: 9.643232345581055 (8.310805475389632) | > loss_mel: 13.292936325073242 (13.104831437806826) | > loss_duration: 1.6587027311325073 (1.661747297725162) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.285480499267578 (27.55798118178909) | > grad_norm_1: tensor(74.3476, device='cuda:0') (tensor(426.0647, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8645 (0.8641670845650338) | > loader_time: 0.0104 (0.010383367538452148)  --> TIME: 2025-05-11 18:09:49 -- STEP: 87/725 -- GLOBAL_STEP: 360600 | > loss_disc: 2.150693655014038 (2.1953124095653664) | > loss_disc_real_0: 0.11551976948976517 (0.1372328438292974) | > loss_disc_real_1: 0.16729329526424408 (0.19053921600182852) | > loss_disc_real_2: 0.1930665522813797 (0.18957457477333903) | > loss_disc_real_3: 0.1755700409412384 (0.20322831437505526) | > loss_disc_real_4: 0.22871512174606323 (0.19285291056523374) | > loss_disc_real_5: 0.203824982047081 (0.20634960768551663) | > loss_0: 2.150693655014038 (2.1953124095653664) | > grad_norm_0: tensor(15.9920, device='cuda:0') (tensor(23.9831, device='cuda:0')) | > loss_gen: 2.7530503273010254 (2.7671951041824503) | > loss_kl: 1.676055908203125 (1.6926139661635475) | > loss_feat: 8.745494842529297 (8.269207165159031) | > loss_mel: 13.864824295043945 (12.935473025530234) | > loss_duration: 1.637953281402588 (1.663211947199942) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.677377700805664 (27.32770119590321) | > grad_norm_1: tensor(131.5004, device='cuda:0') (tensor(402.7123, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8462 (0.871048127097645) | > loader_time: 0.0122 (0.01033983285399689)  --> TIME: 2025-05-11 18:10:33 -- STEP: 137/725 -- GLOBAL_STEP: 360650 | > loss_disc: 2.14741849899292 (2.1977921454575804) | > loss_disc_real_0: 0.14084340631961823 (0.13752211962085567) | > loss_disc_real_1: 0.15970569849014282 (0.19040143805263687) | > loss_disc_real_2: 0.18521001935005188 (0.18901624209689397) | > loss_disc_real_3: 0.18371063470840454 (0.20360856497809834) | > loss_disc_real_4: 0.19031311571598053 (0.1939593362112115) | > loss_disc_real_5: 0.20113281905651093 (0.20730817905307686) | > loss_0: 2.14741849899292 (2.1977921454575804) | > grad_norm_0: tensor(29.9559, device='cuda:0') (tensor(23.6153, device='cuda:0')) | > loss_gen: 2.9290428161621094 (2.7712533543579765) | > loss_kl: 1.8478730916976929 (1.7041056878375311) | > loss_feat: 8.884932518005371 (8.300953725828744) | > loss_mel: 12.606830596923828 (12.915026845723172) | > loss_duration: 1.6538915634155273 (1.6634285336863386) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.922569274902344 (27.354768154394886) | > grad_norm_1: tensor(260.4231, device='cuda:0') (tensor(406.6541, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8451 (0.870426675699053) | > loader_time: 0.011 (0.010440575815465328)  --> TIME: 2025-05-11 18:11:17 -- STEP: 187/725 -- GLOBAL_STEP: 360700 | > loss_disc: 2.4249956607818604 (2.200462390394773) | > loss_disc_real_0: 0.15651565790176392 (0.13661510847947184) | > loss_disc_real_1: 0.19488918781280518 (0.19067736472038024) | > loss_disc_real_2: 0.19202150404453278 (0.18987305805007407) | > loss_disc_real_3: 0.18501554429531097 (0.20396585738595158) | > loss_disc_real_4: 0.19114725291728973 (0.1941292928979996) | > loss_disc_real_5: 0.21591772139072418 (0.20709613714626124) | > loss_0: 2.4249956607818604 (2.200462390394773) | > grad_norm_0: tensor(9.2542, device='cuda:0') (tensor(22.9841, device='cuda:0')) | > loss_gen: 2.366584539413452 (2.7649740280314568) | > loss_kl: 1.6232733726501465 (1.706541176148277) | > loss_feat: 5.926322937011719 (8.246150554820192) | > loss_mel: 10.150521278381348 (12.874240120464467) | > loss_duration: 1.684788465499878 (1.6650232746001872) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.751489639282227 (27.25692917318905) | > grad_norm_1: tensor(172.1617, device='cuda:0') (tensor(405.4165, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8635 (0.8690954045178418) | > loader_time: 0.0101 (0.010410141817388693)  --> TIME: 2025-05-11 18:12:02 -- STEP: 237/725 -- GLOBAL_STEP: 360750 | > loss_disc: 2.1492085456848145 (2.2027550432752467) | > loss_disc_real_0: 0.10891254991292953 (0.13647855368721848) | > loss_disc_real_1: 0.1865958571434021 (0.19071710141147744) | > loss_disc_real_2: 0.15976811945438385 (0.18977171867960116) | > loss_disc_real_3: 0.1690337061882019 (0.20432237350236515) | > loss_disc_real_4: 0.18533648550510406 (0.19419465801886868) | > loss_disc_real_5: 0.19605858623981476 (0.20771907691211133) | > loss_0: 2.1492085456848145 (2.2027550432752467) | > grad_norm_0: tensor(18.3298, device='cuda:0') (tensor(22.0712, device='cuda:0')) | > loss_gen: 2.7622909545898438 (2.7615035656635274) | > loss_kl: 1.8853919506072998 (1.7099428584304037) | > loss_feat: 8.481191635131836 (8.244794684623377) | > loss_mel: 13.845928192138672 (12.865231248396862) | > loss_duration: 1.6615654230117798 (1.6657215487604906) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.636369705200195 (27.247193936054213) | > grad_norm_1: tensor(156.8784, device='cuda:0') (tensor(389.8597, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8245 (0.8697965376487764) | > loader_time: 0.0126 (0.010457732003449391)  --> TIME: 2025-05-11 18:12:45 -- STEP: 287/725 -- GLOBAL_STEP: 360800 | > loss_disc: 2.1557705402374268 (2.202941045943869) | > loss_disc_real_0: 0.14397567510604858 (0.13655680360902075) | > loss_disc_real_1: 0.1664184182882309 (0.1906927794425745) | > loss_disc_real_2: 0.17578533291816711 (0.18944253302617356) | > loss_disc_real_3: 0.1948089897632599 (0.20484068615926682) | > loss_disc_real_4: 0.16920633614063263 (0.1945718253738789) | > loss_disc_real_5: 0.1817868947982788 (0.20736490190029142) | > loss_0: 2.1557705402374268 (2.202941045943869) | > grad_norm_0: tensor(10.4153, device='cuda:0') (tensor(22.3504, device='cuda:0')) | > loss_gen: 2.7670631408691406 (2.763246336049734) | > loss_kl: 1.7441604137420654 (1.7096302231014395) | > loss_feat: 8.397245407104492 (8.250405911369201) | > loss_mel: 13.240023612976074 (12.867570923595894) | > loss_duration: 1.6797809600830078 (1.665602601363684) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.82827377319336 (27.256456069414625) | > grad_norm_1: tensor(400.4382, device='cuda:0') (tensor(392.7993, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8166 (0.8681374767516132) | > loader_time: 0.0109 (0.01046920653419628)  --> TIME: 2025-05-11 18:13:29 -- STEP: 337/725 -- GLOBAL_STEP: 360850 | > loss_disc: 2.178896188735962 (2.2030285469502284) | > loss_disc_real_0: 0.16200023889541626 (0.1364629084924209) | > loss_disc_real_1: 0.14789161086082458 (0.19038223875382543) | > loss_disc_real_2: 0.18518635630607605 (0.18961191340971423) | > loss_disc_real_3: 0.20968683063983917 (0.2049331412559446) | > loss_disc_real_4: 0.20583763718605042 (0.19471529935340146) | > loss_disc_real_5: 0.18995130062103271 (0.20745532886741422) | > loss_0: 2.178896188735962 (2.2030285469502284) | > grad_norm_0: tensor(38.1487, device='cuda:0') (tensor(22.5773, device='cuda:0')) | > loss_gen: 2.8914685249328613 (2.7664375793332527) | > loss_kl: 1.907854437828064 (1.7092107873995863) | > loss_feat: 9.80750560760498 (8.263238124394642) | > loss_mel: 14.584959030151367 (12.881963664770835) | > loss_duration: 1.647335171699524 (1.6651026629552643) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.839122772216797 (27.285952825574565) | > grad_norm_1: tensor(608.4410, device='cuda:0') (tensor(395.1886, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8971 (0.8678494518517741) | > loader_time: 0.0115 (0.010467834925439314)  --> TIME: 2025-05-11 18:14:14 -- STEP: 387/725 -- GLOBAL_STEP: 360900 | > loss_disc: 2.2753498554229736 (2.201054521617348) | > loss_disc_real_0: 0.18004630506038666 (0.135720136919533) | > loss_disc_real_1: 0.21348251402378082 (0.19049484369366676) | > loss_disc_real_2: 0.2107338309288025 (0.18916469558264862) | > loss_disc_real_3: 0.22151216864585876 (0.20490973309953076) | > loss_disc_real_4: 0.1883019059896469 (0.19502816235680298) | > loss_disc_real_5: 0.2179747074842453 (0.20728086324009168) | > loss_0: 2.2753498554229736 (2.201054521617348) | > grad_norm_0: tensor(32.0617, device='cuda:0') (tensor(22.7064, device='cuda:0')) | > loss_gen: 2.7364561557769775 (2.771842374974134) | > loss_kl: 1.747009038925171 (1.7086885098647087) | > loss_feat: 7.078812599182129 (8.272488183753442) | > loss_mel: 11.957415580749512 (12.895354638111991) | > loss_duration: 1.7573368549346924 (1.6653371688931486) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.27703094482422 (27.31371087559742) | > grad_norm_1: tensor(298.7635, device='cuda:0') (tensor(400.6523, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8807 (0.8679881662669416) | > loader_time: 0.0102 (0.010452827433899093)  --> TIME: 2025-05-11 18:14:57 -- STEP: 437/725 -- GLOBAL_STEP: 360950 | > loss_disc: 2.3323376178741455 (2.2008743714413344) | > loss_disc_real_0: 0.13945063948631287 (0.13520626249793474) | > loss_disc_real_1: 0.20734256505966187 (0.19070058290418287) | > loss_disc_real_2: 0.19020015001296997 (0.18904364576192417) | > loss_disc_real_3: 0.20638017356395721 (0.20491925144495618) | > loss_disc_real_4: 0.19231180846691132 (0.19488738364704142) | > loss_disc_real_5: 0.26724061369895935 (0.20749246030704926) | > loss_0: 2.3323376178741455 (2.2008743714413344) | > grad_norm_0: tensor(22.3202, device='cuda:0') (tensor(22.4367, device='cuda:0')) | > loss_gen: 2.5826566219329834 (2.773727432268434) | > loss_kl: 1.6375715732574463 (1.7101074612658957) | > loss_feat: 7.567281723022461 (8.292530892369959) | > loss_mel: 11.748745918273926 (12.914584908387209) | > loss_duration: 1.6340785026550293 (1.6649667155551693) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.170333862304688 (27.35591741775757) | > grad_norm_1: tensor(439.4203, device='cuda:0') (tensor(399.8099, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8877 (0.8673512340955931) | > loader_time: 0.0101 (0.01045582932793031)  --> TIME: 2025-05-11 18:15:41 -- STEP: 487/725 -- GLOBAL_STEP: 361000 | > loss_disc: 2.4249534606933594 (2.2008883683833282) | > loss_disc_real_0: 0.17407743632793427 (0.13534256028015273) | > loss_disc_real_1: 0.20883899927139282 (0.19043725098672595) | > loss_disc_real_2: 0.2019723355770111 (0.18914062922984914) | > loss_disc_real_3: 0.23244458436965942 (0.20491069301320292) | > loss_disc_real_4: 0.22805435955524445 (0.19504933671172883) | > loss_disc_real_5: 0.254583477973938 (0.20749177522115883) | > loss_0: 2.4249534606933594 (2.2008883683833282) | > grad_norm_0: tensor(28.4948, device='cuda:0') (tensor(22.0861, device='cuda:0')) | > loss_gen: 2.4371390342712402 (2.7708751700007688) | > loss_kl: 1.896971583366394 (1.7146565510262208) | > loss_feat: 6.469359397888184 (8.28090593114772) | > loss_mel: 9.868510246276855 (12.922368770262544) | > loss_duration: 1.6303681135177612 (1.6653465108460224) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.30234718322754 (27.35415293793414) | > grad_norm_1: tensor(455.7740, device='cuda:0') (tensor(394.3857, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8257 (0.8668214036209138) | > loader_time: 0.0109 (0.010445342171608307) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_361000.pth  --> TIME: 2025-05-11 18:16:28 -- STEP: 537/725 -- GLOBAL_STEP: 361050 | > loss_disc: 2.09362530708313 (2.20070557887328) | > loss_disc_real_0: 0.10595710575580597 (0.13514737716877714) | > loss_disc_real_1: 0.19425059854984283 (0.19028586776340922) | > loss_disc_real_2: 0.20710349082946777 (0.18879001028488915) | > loss_disc_real_3: 0.20738056302070618 (0.20491361348877624) | > loss_disc_real_4: 0.17739839851856232 (0.19526966515533084) | > loss_disc_real_5: 0.17903578281402588 (0.20779627494971845) | > loss_0: 2.09362530708313 (2.20070557887328) | > grad_norm_0: tensor(13.1740, device='cuda:0') (tensor(21.8135, device='cuda:0')) | > loss_gen: 2.989511013031006 (2.769091983969206) | > loss_kl: 1.5515023469924927 (1.713046405124487) | > loss_feat: 9.327381134033203 (8.28300703304441) | > loss_mel: 13.816544532775879 (12.939744569291838) | > loss_duration: 1.70615553855896 (1.6656220398801664) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.391094207763672 (27.37051203353001) | > grad_norm_1: tensor(162.4025, device='cuda:0') (tensor(390.8030, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8629 (0.8665994354688478) | > loader_time: 0.0098 (0.010489006948204687)  --> TIME: 2025-05-11 18:17:12 -- STEP: 587/725 -- GLOBAL_STEP: 361100 | > loss_disc: 2.2353851795196533 (2.1985106919043345) | > loss_disc_real_0: 0.10374819487333298 (0.1348496058375101) | > loss_disc_real_1: 0.19930388033390045 (0.1903560599740563) | > loss_disc_real_2: 0.18276949226856232 (0.18850053268051634) | > loss_disc_real_3: 0.21955247223377228 (0.2048030598707865) | > loss_disc_real_4: 0.19474640488624573 (0.19496988902404738) | > loss_disc_real_5: 0.23705247044563293 (0.20781369184919674) | > loss_0: 2.2353851795196533 (2.1985106919043345) | > grad_norm_0: tensor(32.8371, device='cuda:0') (tensor(21.7037, device='cuda:0')) | > loss_gen: 2.8854269981384277 (2.771104172100606) | > loss_kl: 1.6898603439331055 (1.7148460088840338) | > loss_feat: 8.213567733764648 (8.300997314095712) | > loss_mel: 12.6939697265625 (12.953706523628819) | > loss_duration: 1.6514670848846436 (1.6650108147723508) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.13429069519043 (27.405664833887673) | > grad_norm_1: tensor(496.4902, device='cuda:0') (tensor(389.2791, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8695 (0.8666750474926558) | > loader_time: 0.0177 (0.010529494569898674)  --> TIME: 2025-05-11 18:17:57 -- STEP: 637/725 -- GLOBAL_STEP: 361150 | > loss_disc: 2.2205989360809326 (2.1979091985259394) | > loss_disc_real_0: 0.19022662937641144 (0.13491120305222284) | > loss_disc_real_1: 0.1870727837085724 (0.19019581707343566) | > loss_disc_real_2: 0.1897684633731842 (0.18850685321554844) | > loss_disc_real_3: 0.20831595361232758 (0.20487476398750226) | > loss_disc_real_4: 0.17467908561229706 (0.1949667615269193) | > loss_disc_real_5: 0.23249481618404388 (0.2077278647121491) | > loss_0: 2.2205989360809326 (2.1979091985259394) | > grad_norm_0: tensor(26.1027, device='cuda:0') (tensor(21.8369, device='cuda:0')) | > loss_gen: 2.8179736137390137 (2.772913033397082) | > loss_kl: 1.6665012836456299 (1.7144500760118857) | > loss_feat: 8.00106143951416 (8.307594321773438) | > loss_mel: 12.643108367919922 (12.966956707521735) | > loss_duration: 1.6359879970550537 (1.6649685488016681) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.764633178710938 (27.426882670475887) | > grad_norm_1: tensor(312.0584, device='cuda:0') (tensor(389.8185, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8492 (0.8674633712558952) | > loader_time: 0.0121 (0.010550479499661205)  --> TIME: 2025-05-11 18:18:40 -- STEP: 687/725 -- GLOBAL_STEP: 361200 | > loss_disc: 2.258636474609375 (2.1989893897652113) | > loss_disc_real_0: 0.1622328758239746 (0.135152712843911) | > loss_disc_real_1: 0.21197842061519623 (0.19035594772650496) | > loss_disc_real_2: 0.17928306758403778 (0.18837490055325082) | > loss_disc_real_3: 0.2085108458995819 (0.2048353966884044) | > loss_disc_real_4: 0.17490778863430023 (0.19488087771501084) | > loss_disc_real_5: 0.22782011330127716 (0.20777280186201275) | > loss_0: 2.258636474609375 (2.1989893897652113) | > grad_norm_0: tensor(11.4188, device='cuda:0') (tensor(21.7727, device='cuda:0')) | > loss_gen: 2.9001686573028564 (2.7717279929781573) | > loss_kl: 1.6083999872207642 (1.7173791724695044) | > loss_feat: 7.7443084716796875 (8.303056659309824) | > loss_mel: 12.66298770904541 (12.965876005969541) | > loss_duration: 1.666393756866455 (1.664814743239113) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.582260131835938 (27.422854538741245) | > grad_norm_1: tensor(132.8396, device='cuda:0') (tensor(387.0863, device='cuda:0')) | > current_lr_0: 0.00018943841324674837 | > current_lr_1: 0.00018943841324674837 | > step_time: 0.8535 (0.8669967845711295) | > loader_time: 0.0109 (0.010552931387178086)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2665069103240967 (2.2665069103240967) | > loss_disc_real_0: 0.08827729523181915 (0.08827729523181915) | > loss_disc_real_1: 0.19468164443969727 (0.19468164443969727) | > loss_disc_real_2: 0.25436729192733765 (0.25436729192733765) | > loss_disc_real_3: 0.23120088875293732 (0.23120088875293732) | > loss_disc_real_4: 0.25080206990242004 (0.25080206990242004) | > loss_disc_real_5: 0.22271032631397247 (0.22271032631397247) | > loss_0: 2.2665069103240967 (2.2665069103240967) | > loss_gen: 2.7131919860839844 (2.7131919860839844) | > loss_kl: 2.1478114128112793 (2.1478114128112793) | > loss_feat: 8.127735137939453 (8.127735137939453) | > loss_mel: 13.929895401000977 (13.929895401000977) | > loss_duration: 1.7140493392944336 (1.7140493392944336) | > loss_1: 28.63268280029297 (28.63268280029297)  --> STEP: 1 | > loss_disc: 2.249629259109497 (2.249629259109497) | > loss_disc_real_0: 0.09539244323968887 (0.09539244323968887) | > loss_disc_real_1: 0.19069358706474304 (0.19069358706474304) | > loss_disc_real_2: 0.2488250881433487 (0.2488250881433487) | > loss_disc_real_3: 0.22301912307739258 (0.22301912307739258) | > loss_disc_real_4: 0.2543010115623474 (0.2543010115623474) | > loss_disc_real_5: 0.22304053604602814 (0.22304053604602814) | > loss_0: 2.249629259109497 (2.249629259109497) | > loss_gen: 2.718989849090576 (2.718989849090576) | > loss_kl: 2.363546848297119 (2.363546848297119) | > loss_feat: 8.15502643585205 (8.15502643585205) | > loss_mel: 13.9744873046875 (13.9744873046875) | > loss_duration: 1.8374911546707153 (1.8374911546707153) | > loss_1: 29.049543380737305 (29.049543380737305)  --> STEP: 2 | > loss_disc: 2.3100762367248535 (2.2798527479171753) | > loss_disc_real_0: 0.1066882461309433 (0.10104034468531609) | > loss_disc_real_1: 0.18113575875759125 (0.18591467291116714) | > loss_disc_real_2: 0.21618449687957764 (0.23250479251146317) | > loss_disc_real_3: 0.21461673080921173 (0.21881792694330215) | > loss_disc_real_4: 0.2562256455421448 (0.2552633285522461) | > loss_disc_real_5: 0.2595524787902832 (0.24129650741815567) | > loss_0: 2.3100762367248535 (2.2798527479171753) | > loss_gen: 2.602886199951172 (2.660938024520874) | > loss_kl: 2.060696840286255 (2.212121844291687) | > loss_feat: 7.965389251708984 (8.060207843780518) | > loss_mel: 12.464777946472168 (13.219632625579834) | > loss_duration: 1.876194953918457 (1.8568430542945862) | > loss_1: 26.96994400024414 (28.009743690490723)  --> STEP: 3 | > loss_disc: 2.243746042251587 (2.267817179361979) | > loss_disc_real_0: 0.08929632604122162 (0.09712567180395126) | > loss_disc_real_1: 0.1886172592639923 (0.18681553502877554) | > loss_disc_real_2: 0.22787828743457794 (0.23096262415250143) | > loss_disc_real_3: 0.23189891874790192 (0.22317825754483542) | > loss_disc_real_4: 0.2633415162563324 (0.25795605778694153) | > loss_disc_real_5: 0.2207951843738556 (0.23446273307005563) | > loss_0: 2.243746042251587 (2.267817179361979) | > loss_gen: 2.765744209289551 (2.695873419443766) | > loss_kl: 2.0246002674102783 (2.1496146519978843) | > loss_feat: 9.040111541748047 (8.386842409769693) | > loss_mel: 13.686984062194824 (13.37541643778483) | > loss_duration: 1.840489149093628 (1.8513917525609334) | > loss_1: 29.357929229736328 (28.459138870239258)  --> STEP: 4 | > loss_disc: 2.328399181365967 (2.282962679862976) | > loss_disc_real_0: 0.10043280571699142 (0.0979524552822113) | > loss_disc_real_1: 0.19479341804981232 (0.18881000578403473) | > loss_disc_real_2: 0.2104877531528473 (0.2258439064025879) | > loss_disc_real_3: 0.2569316029548645 (0.23161659389734268) | > loss_disc_real_4: 0.26945605874061584 (0.2608310580253601) | > loss_disc_real_5: 0.23662254214286804 (0.23500268533825874) | > loss_0: 2.328399181365967 (2.282962679862976) | > loss_gen: 2.539830207824707 (2.6568626165390015) | > loss_kl: 1.9662659168243408 (2.1037774682044983) | > loss_feat: 7.896279811859131 (8.264201760292053) | > loss_mel: 12.519177436828613 (13.161356687545776) | > loss_duration: 1.7850421667099 (1.834804356098175) | > loss_1: 26.70659637451172 (28.021003246307373) --> EVAL PERFORMANCE | > avg_loader_time: 0.326498806476593 (-0.0005902647972106934) | > avg_loss_disc: 2.282962679862976 (-0.04058563709259033) | > avg_loss_disc_real_0: 0.0979524552822113 (-0.11380298435688019) | > avg_loss_disc_real_1: 0.18881000578403473 (-0.011745736002922058) | > avg_loss_disc_real_2: 0.2258439064025879 (-0.00026144832372665405) | > avg_loss_disc_real_3: 0.23161659389734268 (+0.0013826005160808563) | > avg_loss_disc_real_4: 0.2608310580253601 (+0.021255236119031906) | > avg_loss_disc_real_5: 0.23500268533825874 (-0.00478464737534523) | > avg_loss_0: 2.282962679862976 (-0.04058563709259033) | > avg_loss_gen: 2.6568626165390015 (-0.23882949352264404) | > avg_loss_kl: 2.1037774682044983 (+0.034293919801712036) | > avg_loss_feat: 8.264201760292053 (+0.025288820266723633) | > avg_loss_mel: 13.161356687545776 (-0.7223103046417236) | > avg_loss_duration: 1.834804356098175 (-0.006113111972808838) | > avg_loss_1: 28.021003246307373 (-0.9076704978942871)  > EPOCH: 435/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 18:19:20)   --> TIME: 2025-05-11 18:19:33 -- STEP: 12/725 -- GLOBAL_STEP: 361250 | > loss_disc: 2.2037322521209717 (2.221378266811371) | > loss_disc_real_0: 0.13513588905334473 (0.1430739133308331) | > loss_disc_real_1: 0.16984163224697113 (0.19049406424164772) | > loss_disc_real_2: 0.21235544979572296 (0.1900594507654508) | > loss_disc_real_3: 0.1830156445503235 (0.21019622186819711) | > loss_disc_real_4: 0.18233619630336761 (0.1867172879477342) | > loss_disc_real_5: 0.17145876586437225 (0.19853675737977028) | > loss_0: 2.2037322521209717 (2.221378266811371) | > grad_norm_0: tensor(19.9055, device='cuda:0') (tensor(27.1915, device='cuda:0')) | > loss_gen: 2.8368754386901855 (2.7784098386764526) | > loss_kl: 1.7856553792953491 (1.808696488539378) | > loss_feat: 8.126224517822266 (8.126840313275654) | > loss_mel: 12.970681190490723 (12.88152035077413) | > loss_duration: 1.6796956062316895 (1.6616210341453552) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.399131774902344 (27.25708834330241) | > grad_norm_1: tensor(131.6053, device='cuda:0') (tensor(405.9673, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8641 (0.8462553222974142) | > loader_time: 0.0093 (0.010602116584777832)  --> TIME: 2025-05-11 18:20:17 -- STEP: 62/725 -- GLOBAL_STEP: 361300 | > loss_disc: 2.2883353233337402 (2.2083215098227225) | > loss_disc_real_0: 0.11836429685354233 (0.13925640897885447) | > loss_disc_real_1: 0.20062273740768433 (0.19056172332456034) | > loss_disc_real_2: 0.18592357635498047 (0.18855842347106627) | > loss_disc_real_3: 0.2185867875814438 (0.2063644172683839) | > loss_disc_real_4: 0.20875906944274902 (0.1938249802877826) | > loss_disc_real_5: 0.1849776953458786 (0.20694233332910844) | > loss_0: 2.2883353233337402 (2.2083215098227225) | > grad_norm_0: tensor(30.0575, device='cuda:0') (tensor(25.7906, device='cuda:0')) | > loss_gen: 2.494297981262207 (2.774516920889578) | > loss_kl: 1.5820130109786987 (1.753822845797385) | > loss_feat: 7.204957485198975 (8.263730172188048) | > loss_mel: 11.422943115234375 (12.849360081457323) | > loss_duration: 1.7017881870269775 (1.6632686949545337) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.4060001373291 (27.30469888256442) | > grad_norm_1: tensor(474.6377, device='cuda:0') (tensor(401.1064, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8365 (0.8622322736247894) | > loader_time: 0.0104 (0.010804483967442666)  --> TIME: 2025-05-11 18:21:01 -- STEP: 112/725 -- GLOBAL_STEP: 361350 | > loss_disc: 2.1531167030334473 (2.201576506452901) | > loss_disc_real_0: 0.12235992401838303 (0.13552829530090096) | > loss_disc_real_1: 0.1962975412607193 (0.1907005657308868) | > loss_disc_real_2: 0.18873117864131927 (0.18853207677602768) | > loss_disc_real_3: 0.21669583022594452 (0.20568168549133198) | > loss_disc_real_4: 0.20459242165088654 (0.19363762065768242) | > loss_disc_real_5: 0.26079392433166504 (0.20914066170475312) | > loss_0: 2.1531167030334473 (2.201576506452901) | > grad_norm_0: tensor(21.2208, device='cuda:0') (tensor(22.3072, device='cuda:0')) | > loss_gen: 2.769305467605591 (2.7683055336986278) | > loss_kl: 1.7246376276016235 (1.7431256909455572) | > loss_feat: 8.658864974975586 (8.246905441795075) | > loss_mel: 13.343327522277832 (12.853968109403338) | > loss_duration: 1.6701666116714478 (1.665045127272606) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.166301727294922 (27.277349999972753) | > grad_norm_1: tensor(498.2035, device='cuda:0') (tensor(384.7935, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8466 (0.8649179403270993) | > loader_time: 0.0101 (0.010520783918244498)  --> TIME: 2025-05-11 18:21:45 -- STEP: 162/725 -- GLOBAL_STEP: 361400 | > loss_disc: 2.145480155944824 (2.1952647713967304) | > loss_disc_real_0: 0.19141636788845062 (0.1351855104720151) | > loss_disc_real_1: 0.16702619194984436 (0.19031023933195776) | > loss_disc_real_2: 0.17665289342403412 (0.187344947438917) | > loss_disc_real_3: 0.18746285140514374 (0.20505635090816177) | > loss_disc_real_4: 0.18274147808551788 (0.19302022797457963) | > loss_disc_real_5: 0.2194732129573822 (0.2090813633468416) | > loss_0: 2.145480155944824 (2.1952647713967304) | > grad_norm_0: tensor(35.9927, device='cuda:0') (tensor(21.5875, device='cuda:0')) | > loss_gen: 2.924971342086792 (2.772522754139371) | > loss_kl: 1.649490475654602 (1.746307896979061) | > loss_feat: 9.437583923339844 (8.311512782249922) | > loss_mel: 14.022604942321777 (12.907036121980644) | > loss_duration: 1.620530128479004 (1.6657617577800043) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.655181884765625 (27.403141292524925) | > grad_norm_1: tensor(466.2389, device='cuda:0') (tensor(380.1400, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8478 (0.8627817939828943) | > loader_time: 0.0098 (0.010444120124534325)  --> TIME: 2025-05-11 18:22:29 -- STEP: 212/725 -- GLOBAL_STEP: 361450 | > loss_disc: 2.248731851577759 (2.196204229908168) | > loss_disc_real_0: 0.1110394075512886 (0.13631328416742244) | > loss_disc_real_1: 0.18826992809772491 (0.1903941277063118) | > loss_disc_real_2: 0.20237989723682404 (0.1877861747623614) | > loss_disc_real_3: 0.1913176327943802 (0.20526787350481418) | > loss_disc_real_4: 0.20478171110153198 (0.1930060673434779) | > loss_disc_real_5: 0.23296503722667694 (0.20847434901966239) | > loss_0: 2.248731851577759 (2.196204229908168) | > grad_norm_0: tensor(32.4746, device='cuda:0') (tensor(22.4024, device='cuda:0')) | > loss_gen: 2.611239433288574 (2.7779096848559823) | > loss_kl: 1.553765892982483 (1.7578219124731027) | > loss_feat: 8.324836730957031 (8.340670176272127) | > loss_mel: 13.186092376708984 (12.966044439459747) | > loss_duration: 1.6865135431289673 (1.6657385893587797) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.36244773864746 (27.508184729882007) | > grad_norm_1: tensor(469.0882, device='cuda:0') (tensor(380.1635, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8672 (0.8652598610464132) | > loader_time: 0.0102 (0.010425620483902262)  --> TIME: 2025-05-11 18:23:13 -- STEP: 262/725 -- GLOBAL_STEP: 361500 | > loss_disc: 2.2061476707458496 (2.2003986102934094) | > loss_disc_real_0: 0.17756882309913635 (0.13668971440491792) | > loss_disc_real_1: 0.18794803321361542 (0.19099716688612947) | > loss_disc_real_2: 0.17652331292629242 (0.18829515445550885) | > loss_disc_real_3: 0.24617081880569458 (0.2052151543152242) | > loss_disc_real_4: 0.19243191182613373 (0.19344759982733323) | > loss_disc_real_5: 0.22236676514148712 (0.20830434168340595) | > loss_0: 2.2061476707458496 (2.2003986102934094) | > grad_norm_0: tensor(15.3559, device='cuda:0') (tensor(22.3322, device='cuda:0')) | > loss_gen: 2.767310380935669 (2.775384864734329) | > loss_kl: 1.7657663822174072 (1.752984639797502) | > loss_feat: 8.322843551635742 (8.313391863844789) | > loss_mel: 13.169600486755371 (12.966408463834806) | > loss_duration: 1.6565009355545044 (1.666967949794449) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.682022094726562 (27.47513768873142) | > grad_norm_1: tensor(521.3522, device='cuda:0') (tensor(383.1789, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.9095 (0.8664554739726409) | > loader_time: 0.0098 (0.010424024276150998)  --> TIME: 2025-05-11 18:23:57 -- STEP: 312/725 -- GLOBAL_STEP: 361550 | > loss_disc: 2.116086483001709 (2.201321599957269) | > loss_disc_real_0: 0.1019279733300209 (0.13629084925812032) | > loss_disc_real_1: 0.17604880034923553 (0.19085832761648375) | > loss_disc_real_2: 0.15977565944194794 (0.1880557030821457) | > loss_disc_real_3: 0.17323154211044312 (0.2050342156718939) | > loss_disc_real_4: 0.18958325684070587 (0.19392339101968664) | > loss_disc_real_5: 0.1969662755727768 (0.20812192831475004) | > loss_0: 2.116086483001709 (2.201321599957269) | > grad_norm_0: tensor(17.1060, device='cuda:0') (tensor(21.8602, device='cuda:0')) | > loss_gen: 2.87014102935791 (2.7694877714682846) | > loss_kl: 1.5753133296966553 (1.7397457976371815) | > loss_feat: 8.414135932922363 (8.295103303897083) | > loss_mel: 13.452404975891113 (12.962766503676395) | > loss_duration: 1.6423956155776978 (1.6661510891639268) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.954391479492188 (27.433254388662483) | > grad_norm_1: tensor(117.9681, device='cuda:0') (tensor(383.8521, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.858 (0.8658351454979334) | > loader_time: 0.0102 (0.01040934599362887)  --> TIME: 2025-05-11 18:24:41 -- STEP: 362/725 -- GLOBAL_STEP: 361600 | > loss_disc: 2.1450769901275635 (2.200384465699693) | > loss_disc_real_0: 0.08959079533815384 (0.1365122488643254) | > loss_disc_real_1: 0.18374548852443695 (0.1903491123111209) | > loss_disc_real_2: 0.16975398361682892 (0.18803646588358425) | > loss_disc_real_3: 0.20002412796020508 (0.20518852231087606) | > loss_disc_real_4: 0.19584812223911285 (0.19404636401662503) | > loss_disc_real_5: 0.18192020058631897 (0.20795088306645665) | > loss_0: 2.1450769901275635 (2.200384465699693) | > grad_norm_0: tensor(25.2152, device='cuda:0') (tensor(22.3999, device='cuda:0')) | > loss_gen: 2.857682228088379 (2.773355468860647) | > loss_kl: 1.6829140186309814 (1.7329315299487245) | > loss_feat: 8.93404769897461 (8.311143651193026) | > loss_mel: 13.948932647705078 (12.970861363806124) | > loss_duration: 1.618598222732544 (1.6649902482717736) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.04217529296875 (27.453282192925723) | > grad_norm_1: tensor(450.9301, device='cuda:0') (tensor(390.7637, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8451 (0.865832369630508) | > loader_time: 0.0099 (0.010394730620621314)  --> TIME: 2025-05-11 18:25:25 -- STEP: 412/725 -- GLOBAL_STEP: 361650 | > loss_disc: 2.3755552768707275 (2.200249054767551) | > loss_disc_real_0: 0.15471251308918 (0.13666440173983568) | > loss_disc_real_1: 0.20565296709537506 (0.1903223374008554) | > loss_disc_real_2: 0.21743737161159515 (0.18804434292669428) | > loss_disc_real_3: 0.18721377849578857 (0.20504458863469002) | > loss_disc_real_4: 0.20626047253608704 (0.19411687513144263) | > loss_disc_real_5: 0.21727047860622406 (0.20761229904386608) | > loss_0: 2.3755552768707275 (2.200249054767551) | > grad_norm_0: tensor(20.0624, device='cuda:0') (tensor(22.1348, device='cuda:0')) | > loss_gen: 2.488318681716919 (2.770808583903081) | > loss_kl: 1.6692198514938354 (1.7280854250042184) | > loss_feat: 7.176667213439941 (8.28590820252317) | > loss_mel: 10.132319450378418 (12.944412606433762) | > loss_duration: 1.6774393320083618 (1.6656096273834267) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.143964767456055 (27.39482437522666) | > grad_norm_1: tensor(285.3792, device='cuda:0') (tensor(385.9703, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8608 (0.8658718426250717) | > loader_time: 0.0101 (0.010378953901309407)  --> TIME: 2025-05-11 18:26:09 -- STEP: 462/725 -- GLOBAL_STEP: 361700 | > loss_disc: 2.1137704849243164 (2.19975285432039) | > loss_disc_real_0: 0.19122573733329773 (0.13641723358269894) | > loss_disc_real_1: 0.175719752907753 (0.19025524199266974) | > loss_disc_real_2: 0.19489671289920807 (0.18809682656547203) | > loss_disc_real_3: 0.17732608318328857 (0.20468650361547222) | > loss_disc_real_4: 0.1856495589017868 (0.19434009098903435) | > loss_disc_real_5: 0.18868079781532288 (0.20782764285028757) | > loss_0: 2.1137704849243164 (2.19975285432039) | > grad_norm_0: tensor(17.8594, device='cuda:0') (tensor(21.9537, device='cuda:0')) | > loss_gen: 3.03147554397583 (2.770884022052154) | > loss_kl: 1.6055371761322021 (1.7265868953296117) | > loss_feat: 9.231715202331543 (8.283703875232053) | > loss_mel: 14.04018783569336 (12.935594242888616) | > loss_duration: 1.6777230501174927 (1.6654094029298592) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.586639404296875 (27.382178368506494) | > grad_norm_1: tensor(205.1976, device='cuda:0') (tensor(382.1654, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8115 (0.8652517671708937) | > loader_time: 0.0135 (0.010352899501850074)  --> TIME: 2025-05-11 18:26:53 -- STEP: 512/725 -- GLOBAL_STEP: 361750 | > loss_disc: 2.158663749694824 (2.200446383329105) | > loss_disc_real_0: 0.12601010501384735 (0.1359596783586312) | > loss_disc_real_1: 0.19265614449977875 (0.19046788348350677) | > loss_disc_real_2: 0.1681486964225769 (0.1880866951833013) | > loss_disc_real_3: 0.21940071880817413 (0.204982161114458) | > loss_disc_real_4: 0.1619744598865509 (0.19443769723875443) | > loss_disc_real_5: 0.211326003074646 (0.20794976549223068) | > loss_0: 2.158663749694824 (2.200446383329105) | > grad_norm_0: tensor(11.8390, device='cuda:0') (tensor(21.6257, device='cuda:0')) | > loss_gen: 2.912335157394409 (2.7691797809675336) | > loss_kl: 1.7997722625732422 (1.7249541305936873) | > loss_feat: 8.688565254211426 (8.27738212235272) | > loss_mel: 13.055401802062988 (12.936389414593581) | > loss_duration: 1.6248904466629028 (1.6661254954524338) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.080965042114258 (27.374030884355307) | > grad_norm_1: tensor(187.3464, device='cuda:0') (tensor(378.0645, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8692 (0.8652762016281486) | > loader_time: 0.0099 (0.010370577219873663)  --> TIME: 2025-05-11 18:27:37 -- STEP: 562/725 -- GLOBAL_STEP: 361800 | > loss_disc: 2.040013313293457 (2.2010660992398345) | > loss_disc_real_0: 0.11727972328662872 (0.13603747801795554) | > loss_disc_real_1: 0.17260292172431946 (0.19057962401799894) | > loss_disc_real_2: 0.16766183078289032 (0.18790512725551778) | > loss_disc_real_3: 0.22224090993404388 (0.2050201246163599) | > loss_disc_real_4: 0.20559127628803253 (0.19449232945556735) | > loss_disc_real_5: 0.24027036130428314 (0.20832328097994218) | > loss_0: 2.040013313293457 (2.2010660992398345) | > grad_norm_0: tensor(18.9131, device='cuda:0') (tensor(21.4697, device='cuda:0')) | > loss_gen: 2.9547388553619385 (2.7664738634727177) | > loss_kl: 1.8338836431503296 (1.7250322370766746) | > loss_feat: 9.890594482421875 (8.26995279356254) | > loss_mel: 13.511409759521484 (12.926257303176829) | > loss_duration: 1.6426072120666504 (1.6660787255314324) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.833232879638672 (27.353794871700188) | > grad_norm_1: tensor(460.0439, device='cuda:0') (tensor(375.8348, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.9216 (0.865122844315933) | > loader_time: 0.0115 (0.010359987669568041)  --> TIME: 2025-05-11 18:28:21 -- STEP: 612/725 -- GLOBAL_STEP: 361850 | > loss_disc: 2.0783560276031494 (2.199819396134292) | > loss_disc_real_0: 0.1261082887649536 (0.13628101421921862) | > loss_disc_real_1: 0.17794817686080933 (0.19035807833854687) | > loss_disc_real_2: 0.19536620378494263 (0.187649791658509) | > loss_disc_real_3: 0.23260118067264557 (0.205022344134407) | > loss_disc_real_4: 0.19531622529029846 (0.19431059573795276) | > loss_disc_real_5: 0.22603392601013184 (0.20849927987148553) | > loss_0: 2.0783560276031494 (2.199819396134292) | > grad_norm_0: tensor(32.6823, device='cuda:0') (tensor(21.7618, device='cuda:0')) | > loss_gen: 2.821678876876831 (2.7681928538029488) | > loss_kl: 1.7677133083343506 (1.7255766226185694) | > loss_feat: 9.025782585144043 (8.285617236997568) | > loss_mel: 14.407567977905273 (12.945834231532476) | > loss_duration: 1.5932981967926025 (1.6657121557425836) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.61604118347168 (27.39093307731976) | > grad_norm_1: tensor(543.2060, device='cuda:0') (tensor(377.7599, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.839 (0.8653860427195733) | > loader_time: 0.0091 (0.010360489483752278)  --> TIME: 2025-05-11 18:29:05 -- STEP: 662/725 -- GLOBAL_STEP: 361900 | > loss_disc: 2.2335000038146973 (2.197872756110933) | > loss_disc_real_0: 0.1254751980304718 (0.1361596123329462) | > loss_disc_real_1: 0.2085636556148529 (0.19023752295808882) | > loss_disc_real_2: 0.21878644824028015 (0.18759740177778308) | > loss_disc_real_3: 0.194206103682518 (0.20488029749912068) | > loss_disc_real_4: 0.1989155113697052 (0.19401913671965326) | > loss_disc_real_5: 0.19477474689483643 (0.20822882719810626) | > loss_0: 2.2335000038146973 (2.197872756110933) | > grad_norm_0: tensor(20.9675, device='cuda:0') (tensor(21.7583, device='cuda:0')) | > loss_gen: 2.6473124027252197 (2.770334800564629) | > loss_kl: 1.7468600273132324 (1.7233791999586399) | > loss_feat: 8.036093711853027 (8.294612828338254) | > loss_mel: 12.798624038696289 (12.95524342758778) | > loss_duration: 1.6607072353363037 (1.6657810331831533) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.889596939086914 (27.409351271084777) | > grad_norm_1: tensor(525.7356, device='cuda:0') (tensor(378.1112, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8902 (0.8656469824811126) | > loader_time: 0.0105 (0.01035553847194798)  --> TIME: 2025-05-11 18:29:50 -- STEP: 712/725 -- GLOBAL_STEP: 361950 | > loss_disc: 2.142686605453491 (2.1992284216907536) | > loss_disc_real_0: 0.10823724418878555 (0.13587162270095574) | > loss_disc_real_1: 0.19900353252887726 (0.1903858803254503) | > loss_disc_real_2: 0.21722663938999176 (0.18788243976704175) | > loss_disc_real_3: 0.18579667806625366 (0.20503745657088374) | > loss_disc_real_4: 0.19029685854911804 (0.19437598152441926) | > loss_disc_real_5: 0.2097797691822052 (0.20830985707011107) | > loss_0: 2.142686605453491 (2.1992284216907536) | > grad_norm_0: tensor(19.1253, device='cuda:0') (tensor(21.5999, device='cuda:0')) | > loss_gen: 2.8434276580810547 (2.76890583487039) | > loss_kl: 1.8213366270065308 (1.7240918263625562) | > loss_feat: 8.769756317138672 (8.28497208102365) | > loss_mel: 13.639755249023438 (12.942718264761936) | > loss_duration: 1.6545462608337402 (1.6654076952947665) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.728822708129883 (27.386095697960148) | > grad_norm_1: tensor(484.7289, device='cuda:0') (tensor(379.1401, device='cuda:0')) | > current_lr_0: 0.00018941473344509253 | > current_lr_1: 0.00018941473344509253 | > step_time: 0.8362 (0.8657056501742163) | > loader_time: 0.0097 (0.010365359568863763)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.276675224304199 (2.276675224304199) | > loss_disc_real_0: 0.10813548415899277 (0.10813548415899277) | > loss_disc_real_1: 0.15756633877754211 (0.15756633877754211) | > loss_disc_real_2: 0.20565631985664368 (0.20565631985664368) | > loss_disc_real_3: 0.23785819113254547 (0.23785819113254547) | > loss_disc_real_4: 0.25796666741371155 (0.25796666741371155) | > loss_disc_real_5: 0.21291054785251617 (0.21291054785251617) | > loss_0: 2.276675224304199 (2.276675224304199) | > loss_gen: 2.5844905376434326 (2.5844905376434326) | > loss_kl: 2.3239850997924805 (2.3239850997924805) | > loss_feat: 8.331783294677734 (8.331783294677734) | > loss_mel: 13.898665428161621 (13.898665428161621) | > loss_duration: 1.7204903364181519 (1.7204903364181519) | > loss_1: 28.859413146972656 (28.859413146972656)  --> STEP: 1 | > loss_disc: 2.156433343887329 (2.156433343887329) | > loss_disc_real_0: 0.0981939509510994 (0.0981939509510994) | > loss_disc_real_1: 0.15270712971687317 (0.15270712971687317) | > loss_disc_real_2: 0.18575003743171692 (0.18575003743171692) | > loss_disc_real_3: 0.21592317521572113 (0.21592317521572113) | > loss_disc_real_4: 0.22729453444480896 (0.22729453444480896) | > loss_disc_real_5: 0.2216891348361969 (0.2216891348361969) | > loss_0: 2.156433343887329 (2.156433343887329) | > loss_gen: 2.720966100692749 (2.720966100692749) | > loss_kl: 2.096749782562256 (2.096749782562256) | > loss_feat: 8.61247444152832 (8.61247444152832) | > loss_mel: 14.439105987548828 (14.439105987548828) | > loss_duration: 1.8478763103485107 (1.8478763103485107) | > loss_1: 29.717172622680664 (29.717172622680664)  --> STEP: 2 | > loss_disc: 2.158808946609497 (2.157621145248413) | > loss_disc_real_0: 0.10051499307155609 (0.09935447201132774) | > loss_disc_real_1: 0.15269696712493896 (0.15270204842090607) | > loss_disc_real_2: 0.18969780206680298 (0.18772391974925995) | > loss_disc_real_3: 0.22697311639785767 (0.2214481458067894) | > loss_disc_real_4: 0.22743719816207886 (0.2273658663034439) | > loss_disc_real_5: 0.19846093654632568 (0.2100750356912613) | > loss_0: 2.158808946609497 (2.157621145248413) | > loss_gen: 2.6215128898620605 (2.671239495277405) | > loss_kl: 1.9069148302078247 (2.0018323063850403) | > loss_feat: 8.52979850769043 (8.571136474609375) | > loss_mel: 13.824739456176758 (14.131922721862793) | > loss_duration: 1.8625366687774658 (1.8552064895629883) | > loss_1: 28.745502471923828 (29.231337547302246)  --> STEP: 3 | > loss_disc: 2.2356033325195312 (2.183615207672119) | > loss_disc_real_0: 0.09061545878648758 (0.09644146760304768) | > loss_disc_real_1: 0.16613136231899261 (0.1571784863869349) | > loss_disc_real_2: 0.1917673945426941 (0.18907174468040466) | > loss_disc_real_3: 0.2443474531173706 (0.2290812482436498) | > loss_disc_real_4: 0.24019894003868103 (0.23164355754852295) | > loss_disc_real_5: 0.17507535219192505 (0.1984084745248159) | > loss_0: 2.2356033325195312 (2.183615207672119) | > loss_gen: 2.5365731716156006 (2.62635072072347) | > loss_kl: 2.0457749366760254 (2.0164798498153687) | > loss_feat: 8.511650085449219 (8.551307678222656) | > loss_mel: 13.199286460876465 (13.821043968200684) | > loss_duration: 1.8458659648895264 (1.852092981338501) | > loss_1: 28.139148712158203 (28.86727460225423)  --> STEP: 4 | > loss_disc: 2.426605701446533 (2.2443628311157227) | > loss_disc_real_0: 0.11897140741348267 (0.10207395255565643) | > loss_disc_real_1: 0.19063040614128113 (0.16554146632552147) | > loss_disc_real_2: 0.17829063534736633 (0.18637646734714508) | > loss_disc_real_3: 0.2158881276845932 (0.22578296810388565) | > loss_disc_real_4: 0.242974653840065 (0.23447633162140846) | > loss_disc_real_5: 0.24371369183063507 (0.20973477885127068) | > loss_0: 2.426605701446533 (2.2443628311157227) | > loss_gen: 2.2500813007354736 (2.532283365726471) | > loss_kl: 1.8895952701568604 (1.9847587049007416) | > loss_feat: 7.223263263702393 (8.21929657459259) | > loss_mel: 11.676475524902344 (13.284901857376099) | > loss_duration: 1.7887996435165405 (1.8362696468830109) | > loss_1: 24.828214645385742 (27.85750961303711) --> EVAL PERFORMANCE | > avg_loader_time: 0.33217424154281616 (+0.0056754350662231445) | > avg_loss_disc: 2.2443628311157227 (-0.03859984874725342) | > avg_loss_disc_real_0: 0.10207395255565643 (+0.004121497273445129) | > avg_loss_disc_real_1: 0.16554146632552147 (-0.02326853945851326) | > avg_loss_disc_real_2: 0.18637646734714508 (-0.03946743905544281) | > avg_loss_disc_real_3: 0.22578296810388565 (-0.005833625793457031) | > avg_loss_disc_real_4: 0.23447633162140846 (-0.026354726403951645) | > avg_loss_disc_real_5: 0.20973477885127068 (-0.025267906486988068) | > avg_loss_0: 2.2443628311157227 (-0.03859984874725342) | > avg_loss_gen: 2.532283365726471 (-0.12457925081253052) | > avg_loss_kl: 1.9847587049007416 (-0.11901876330375671) | > avg_loss_feat: 8.21929657459259 (-0.04490518569946289) | > avg_loss_mel: 13.284901857376099 (+0.12354516983032227) | > avg_loss_duration: 1.8362696468830109 (+0.0014652907848358154) | > avg_loss_1: 27.85750961303711 (-0.16349363327026367)  > EPOCH: 436/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 18:30:07)   --> TIME: 2025-05-11 18:30:42 -- STEP: 37/725 -- GLOBAL_STEP: 362000 | > loss_disc: 2.2065577507019043 (2.2067723403105863) | > loss_disc_real_0: 0.143447607755661 (0.13714771053275543) | > loss_disc_real_1: 0.1988401859998703 (0.19179421582737485) | > loss_disc_real_2: 0.17751280963420868 (0.1900125419771349) | > loss_disc_real_3: 0.17972572147846222 (0.2047504275231748) | > loss_disc_real_4: 0.1997372955083847 (0.19533122753774798) | > loss_disc_real_5: 0.20313607156276703 (0.2100204036042497) | > loss_0: 2.2065577507019043 (2.2067723403105863) | > grad_norm_0: tensor(30.7438, device='cuda:0') (tensor(25.3614, device='cuda:0')) | > loss_gen: 2.731997489929199 (2.782675098728489) | > loss_kl: 1.6172899007797241 (1.7227827503874495) | > loss_feat: 8.854171752929688 (8.2958250561276) | > loss_mel: 12.503861427307129 (13.098671036797601) | > loss_duration: 1.6675689220428467 (1.662990167334273) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.374889373779297 (27.56294420603159) | > grad_norm_1: tensor(513.2723, device='cuda:0') (tensor(415.2535, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8558 (0.8672544891769821) | > loader_time: 0.0141 (0.011575853502428209) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_362000.pth  --> TIME: 2025-05-11 18:31:28 -- STEP: 87/725 -- GLOBAL_STEP: 362050 | > loss_disc: 2.2319207191467285 (2.196595901730416) | > loss_disc_real_0: 0.12691523134708405 (0.1339302390128716) | > loss_disc_real_1: 0.1730281561613083 (0.19075063624601254) | > loss_disc_real_2: 0.1814023107290268 (0.188660338349726) | > loss_disc_real_3: 0.1910865157842636 (0.2048281780604658) | > loss_disc_real_4: 0.20128118991851807 (0.19474177679111218) | > loss_disc_real_5: 0.21103976666927338 (0.208169914353853) | > loss_0: 2.2319207191467285 (2.196595901730416) | > grad_norm_0: tensor(7.5258, device='cuda:0') (tensor(21.6177, device='cuda:0')) | > loss_gen: 2.6964199542999268 (2.7748995621999097) | > loss_kl: 1.7923847436904907 (1.728331349361902) | > loss_feat: 8.515250205993652 (8.324879427065795) | > loss_mel: 13.9065523147583 (13.009075164794922) | > loss_duration: 1.636357069015503 (1.6646940954800309) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.546964645385742 (27.501879659192316) | > grad_norm_1: tensor(204.6866, device='cuda:0') (tensor(399.7763, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8242 (0.8649998752550146) | > loader_time: 0.0097 (0.01125442570653455)  --> TIME: 2025-05-11 18:32:13 -- STEP: 137/725 -- GLOBAL_STEP: 362100 | > loss_disc: 2.1478888988494873 (2.197109272880275) | > loss_disc_real_0: 0.13273510336875916 (0.13424153593334837) | > loss_disc_real_1: 0.18084226548671722 (0.1910330459584285) | > loss_disc_real_2: 0.17363877594470978 (0.18796244296279266) | > loss_disc_real_3: 0.18969108164310455 (0.20429278018265742) | > loss_disc_real_4: 0.17786985635757446 (0.19461200500491763) | > loss_disc_real_5: 0.21241557598114014 (0.20890014384784836) | > loss_0: 2.1478888988494873 (2.197109272880275) | > grad_norm_0: tensor(7.2764, device='cuda:0') (tensor(22.1124, device='cuda:0')) | > loss_gen: 2.833183526992798 (2.762870153371434) | > loss_kl: 1.670680046081543 (1.7238664104990715) | > loss_feat: 8.656513214111328 (8.252532931139873) | > loss_mel: 12.377495765686035 (12.937088715769079) | > loss_duration: 1.6593751907348633 (1.665371260503783) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.197246551513672 (27.34172950521873) | > grad_norm_1: tensor(278.7263, device='cuda:0') (tensor(388.5384, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8528 (0.8692888813297244) | > loader_time: 0.0116 (0.011086197665137966)  --> TIME: 2025-05-11 18:32:57 -- STEP: 187/725 -- GLOBAL_STEP: 362150 | > loss_disc: 2.205932855606079 (2.1990279488385047) | > loss_disc_real_0: 0.14247633516788483 (0.1355498719980373) | > loss_disc_real_1: 0.16134244203567505 (0.1909658774175746) | > loss_disc_real_2: 0.1785368174314499 (0.18790813730681005) | > loss_disc_real_3: 0.21297727525234222 (0.20474972476296247) | > loss_disc_real_4: 0.16332806646823883 (0.19427872803759447) | > loss_disc_real_5: 0.20149335265159607 (0.20879979646779637) | > loss_0: 2.205932855606079 (2.1990279488385047) | > grad_norm_0: tensor(13.6491, device='cuda:0') (tensor(22.0800, device='cuda:0')) | > loss_gen: 2.670180559158325 (2.7579660772639776) | > loss_kl: 1.6622751951217651 (1.7211414530952984) | > loss_feat: 8.318856239318848 (8.260893013388085) | > loss_mel: 12.580976486206055 (12.919177361350648) | > loss_duration: 1.6807711124420166 (1.6668287898129959) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.91305923461914 (27.32600669044862) | > grad_norm_1: tensor(370.9001, device='cuda:0') (tensor(381.9594, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8786 (0.8685201030364013) | > loader_time: 0.0101 (0.011020193762957726)  --> TIME: 2025-05-11 18:33:41 -- STEP: 237/725 -- GLOBAL_STEP: 362200 | > loss_disc: 2.1149864196777344 (2.2022035700359432) | > loss_disc_real_0: 0.1318199336528778 (0.13558518154082938) | > loss_disc_real_1: 0.21041831374168396 (0.1915756039604356) | > loss_disc_real_2: 0.19697678089141846 (0.1881988158583138) | > loss_disc_real_3: 0.1833101361989975 (0.2050024289244841) | > loss_disc_real_4: 0.1775343418121338 (0.1941526108401737) | > loss_disc_real_5: 0.20023556053638458 (0.2090557343974898) | > loss_0: 2.1149864196777344 (2.2022035700359432) | > grad_norm_0: tensor(11.2263, device='cuda:0') (tensor(21.5715, device='cuda:0')) | > loss_gen: 2.9960379600524902 (2.753457576413696) | > loss_kl: 1.9578895568847656 (1.7223498685450493) | > loss_feat: 9.73190975189209 (8.23526210623954) | > loss_mel: 14.701215744018555 (12.867067111695368) | > loss_duration: 1.6449644565582275 (1.6667770982291628) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.03201675415039 (27.24491377721859) | > grad_norm_1: tensor(155.3726, device='cuda:0') (tensor(378.3646, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8159 (0.8685338215485908) | > loader_time: 0.0094 (0.010915118430737197)  --> TIME: 2025-05-11 18:34:25 -- STEP: 287/725 -- GLOBAL_STEP: 362250 | > loss_disc: 2.235872268676758 (2.1994210921928876) | > loss_disc_real_0: 0.08170463889837265 (0.13573380331232998) | > loss_disc_real_1: 0.19112013280391693 (0.1911811606913078) | > loss_disc_real_2: 0.1917589157819748 (0.18830233755219689) | > loss_disc_real_3: 0.20630726218223572 (0.20437173218261906) | > loss_disc_real_4: 0.22534115612506866 (0.19416801958549315) | > loss_disc_real_5: 0.19240474700927734 (0.20828687023202716) | > loss_0: 2.235872268676758 (2.1994210921928876) | > grad_norm_0: tensor(19.2289, device='cuda:0') (tensor(21.7516, device='cuda:0')) | > loss_gen: 2.8699166774749756 (2.761799071308626) | > loss_kl: 1.751942753791809 (1.7161385140767915) | > loss_feat: 8.009950637817383 (8.268977133654545) | > loss_mel: 12.695510864257812 (12.927105438418504) | > loss_duration: 1.681873083114624 (1.6663690091010168) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.00919532775879 (27.340389178605026) | > grad_norm_1: tensor(570.6102, device='cuda:0') (tensor(383.3985, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8224 (0.8671182489561287) | > loader_time: 0.0124 (0.010869713195109614)  --> TIME: 2025-05-11 18:35:09 -- STEP: 337/725 -- GLOBAL_STEP: 362300 | > loss_disc: 2.180575370788574 (2.2018485829808974) | > loss_disc_real_0: 0.11529789119958878 (0.13586043986527796) | > loss_disc_real_1: 0.18140478432178497 (0.1910065388201959) | > loss_disc_real_2: 0.17514754831790924 (0.18891948324459593) | > loss_disc_real_3: 0.25011706352233887 (0.20483846754631585) | > loss_disc_real_4: 0.23310112953186035 (0.19485981483841508) | > loss_disc_real_5: 0.23393326997756958 (0.20818599443937974) | > loss_0: 2.180575370788574 (2.2018485829808974) | > grad_norm_0: tensor(25.0762, device='cuda:0') (tensor(21.7464, device='cuda:0')) | > loss_gen: 2.9243361949920654 (2.7628766238158806) | > loss_kl: 1.7315508127212524 (1.713328175445693) | > loss_feat: 8.963602066040039 (8.263892743990757) | > loss_mel: 13.635290145874023 (12.919350887264631) | > loss_duration: 1.6426844596862793 (1.6658077303662848) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.897464752197266 (27.32525613824408) | > grad_norm_1: tensor(657.0288, device='cuda:0') (tensor(383.7959, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8866 (0.8670447382092122) | > loader_time: 0.0101 (0.010907411575317385)  --> TIME: 2025-05-11 18:35:53 -- STEP: 387/725 -- GLOBAL_STEP: 362350 | > loss_disc: 2.352163791656494 (2.2004664775937126) | > loss_disc_real_0: 0.12101441621780396 (0.13550540758657845) | > loss_disc_real_1: 0.20464734733104706 (0.1905669075189018) | > loss_disc_real_2: 0.23891741037368774 (0.188761245180162) | > loss_disc_real_3: 0.23478038609027863 (0.2045669415508438) | > loss_disc_real_4: 0.19128140807151794 (0.19491721239200857) | > loss_disc_real_5: 0.25013816356658936 (0.2083910490345277) | > loss_0: 2.352163791656494 (2.2004664775937126) | > grad_norm_0: tensor(28.4802, device='cuda:0') (tensor(21.6660, device='cuda:0')) | > loss_gen: 2.7480533123016357 (2.7659201270850113) | > loss_kl: 1.7123267650604248 (1.7160579640735958) | > loss_feat: 7.363845348358154 (8.281774842461889) | > loss_mel: 12.355452537536621 (12.94625732264162) | > loss_duration: 1.744491696357727 (1.6658056275173057) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.924169540405273 (27.375815857288444) | > grad_norm_1: tensor(164.0704, device='cuda:0') (tensor(383.3297, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8768 (0.8671015226871777) | > loader_time: 0.0104 (0.010892943818439811)  --> TIME: 2025-05-11 18:36:37 -- STEP: 437/725 -- GLOBAL_STEP: 362400 | > loss_disc: 2.298546552658081 (2.201505744484526) | > loss_disc_real_0: 0.1414666771888733 (0.13548335359693958) | > loss_disc_real_1: 0.21147480607032776 (0.19056170319528815) | > loss_disc_real_2: 0.18581004440784454 (0.18845694411537464) | > loss_disc_real_3: 0.2275146245956421 (0.20469938747124486) | > loss_disc_real_4: 0.19680596888065338 (0.19523917547761713) | > loss_disc_real_5: 0.24949946999549866 (0.20886979662990135) | > loss_0: 2.298546552658081 (2.201505744484526) | > grad_norm_0: tensor(29.9953, device='cuda:0') (tensor(21.6983, device='cuda:0')) | > loss_gen: 2.5624139308929443 (2.766183562355127) | > loss_kl: 1.7500361204147339 (1.7174221075372242) | > loss_feat: 6.923380374908447 (8.291074607683282) | > loss_mel: 12.866288185119629 (12.956183202206683) | > loss_duration: 1.6523005962371826 (1.6653651844718633) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.754417419433594 (27.39622865061465) | > grad_norm_1: tensor(481.8261, device='cuda:0') (tensor(383.4244, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.9044 (0.8665669559068483) | > loader_time: 0.0124 (0.010888040202160451)  --> TIME: 2025-05-11 18:37:22 -- STEP: 487/725 -- GLOBAL_STEP: 362450 | > loss_disc: 2.214560031890869 (2.2029341784835617) | > loss_disc_real_0: 0.10573285073041916 (0.13587493470868067) | > loss_disc_real_1: 0.18863140046596527 (0.19063681058080773) | > loss_disc_real_2: 0.19615775346755981 (0.18866211047407536) | > loss_disc_real_3: 0.20820830762386322 (0.2045855098069326) | > loss_disc_real_4: 0.1964903175830841 (0.1951572365706951) | > loss_disc_real_5: 0.20560212433338165 (0.20887599062381093) | > loss_0: 2.214560031890869 (2.2029341784835617) | > grad_norm_0: tensor(24.1302, device='cuda:0') (tensor(21.4961, device='cuda:0')) | > loss_gen: 2.652338743209839 (2.7628602506688473) | > loss_kl: 1.7935441732406616 (1.71989767654231) | > loss_feat: 8.04140853881836 (8.270386366873565) | > loss_mel: 12.990412712097168 (12.951888599434922) | > loss_duration: 1.6485787630081177 (1.6655239446941585) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.12628173828125 (27.370556829401597) | > grad_norm_1: tensor(380.4352, device='cuda:0') (tensor(378.3292, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8391 (0.8667392192190433) | > loader_time: 0.0119 (0.010911521480803129)  --> TIME: 2025-05-11 18:38:05 -- STEP: 537/725 -- GLOBAL_STEP: 362500 | > loss_disc: 2.2361817359924316 (2.2026044518809984) | > loss_disc_real_0: 0.13600969314575195 (0.1358086760233902) | > loss_disc_real_1: 0.18231414258480072 (0.19064216582135776) | > loss_disc_real_2: 0.1969636082649231 (0.18874870801216173) | > loss_disc_real_3: 0.2281762957572937 (0.20459116437581665) | > loss_disc_real_4: 0.20945976674556732 (0.19500499786167394) | > loss_disc_real_5: 0.18992556631565094 (0.20856711229576522) | > loss_0: 2.2361817359924316 (2.2026044518809984) | > grad_norm_0: tensor(12.2132, device='cuda:0') (tensor(21.6423, device='cuda:0')) | > loss_gen: 2.7456247806549072 (2.764545605391318) | > loss_kl: 1.8088514804840088 (1.7246445190973128) | > loss_feat: 7.541984558105469 (8.274392686520667) | > loss_mel: 12.091837882995605 (12.957608851640588) | > loss_duration: 1.6922180652618408 (1.665895923333905) | > amp_scaler: 256.0 (259.8137802607077) | > loss_1: 25.880516052246094 (27.387087585761776) | > grad_norm_1: tensor(458.5581, device='cuda:0') (tensor(381.1057, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8618 (0.8662804358498345) | > loader_time: 0.0118 (0.01088062877761585)  --> TIME: 2025-05-11 18:38:50 -- STEP: 587/725 -- GLOBAL_STEP: 362550 | > loss_disc: 2.278987407684326 (2.2007988051620826) | > loss_disc_real_0: 0.1724654585123062 (0.13555822704222187) | > loss_disc_real_1: 0.22569863498210907 (0.1903683941754206) | > loss_disc_real_2: 0.2019771784543991 (0.18874436690514898) | > loss_disc_real_3: 0.21575117111206055 (0.20458847962104082) | > loss_disc_real_4: 0.18442468345165253 (0.19487692740645896) | > loss_disc_real_5: 0.19289828836917877 (0.2082147974222645) | > loss_0: 2.278987407684326 (2.2007988051620826) | > grad_norm_0: tensor(35.1329, device='cuda:0') (tensor(21.7227, device='cuda:0')) | > loss_gen: 2.6640186309814453 (2.767486323286769) | > loss_kl: 1.6328167915344238 (1.7261823888937908) | > loss_feat: 7.636444568634033 (8.28986730608056) | > loss_mel: 12.657963752746582 (12.96943405417811) | > loss_duration: 1.6501272916793823 (1.6653900782131872) | > amp_scaler: 256.0 (259.4889267461671) | > loss_1: 26.241371154785156 (27.418360130141092) | > grad_norm_1: tensor(475.3571, device='cuda:0') (tensor(383.9969, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.875 (0.8663494956554306) | > loader_time: 0.01 (0.010877681550216024)  --> TIME: 2025-05-11 18:39:33 -- STEP: 637/725 -- GLOBAL_STEP: 362600 | > loss_disc: 2.239659309387207 (2.2023826644783675) | > loss_disc_real_0: 0.11799753457307816 (0.13556297105887635) | > loss_disc_real_1: 0.17246083915233612 (0.1905425508832632) | > loss_disc_real_2: 0.19520863890647888 (0.1891446457693304) | > loss_disc_real_3: 0.23556604981422424 (0.204592116563062) | > loss_disc_real_4: 0.1774742752313614 (0.1950308363095184) | > loss_disc_real_5: 0.20097233355045319 (0.20806341095472242) | > loss_0: 2.239659309387207 (2.2023826644783675) | > grad_norm_0: tensor(23.3676, device='cuda:0') (tensor(21.7607, device='cuda:0')) | > loss_gen: 2.740539312362671 (2.7654468612730803) | > loss_kl: 1.7222332954406738 (1.72543144095075) | > loss_feat: 7.887824058532715 (8.280655764335748) | > loss_mel: 13.751829147338867 (12.977199168182802) | > loss_duration: 1.6342589855194092 (1.6652316191881387) | > amp_scaler: 256.0 (259.2150706436425) | > loss_1: 27.736684799194336 (27.413964844947706) | > grad_norm_1: tensor(480.8610, device='cuda:0') (tensor(381.9750, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8513 (0.8660857538974831) | > loader_time: 0.0122 (0.010907046274637313)  --> TIME: 2025-05-11 18:40:17 -- STEP: 687/725 -- GLOBAL_STEP: 362650 | > loss_disc: 2.3780996799468994 (2.2034701322363985) | > loss_disc_real_0: 0.15948808193206787 (0.13553934850156585) | > loss_disc_real_1: 0.20500701665878296 (0.19065093356449003) | > loss_disc_real_2: 0.1950143575668335 (0.1893522020814375) | > loss_disc_real_3: 0.21891260147094727 (0.2045865240662727) | > loss_disc_real_4: 0.19641849398612976 (0.19517323658889732) | > loss_disc_real_5: 0.21457043290138245 (0.20810839299551784) | > loss_0: 2.3780996799468994 (2.2034701322363985) | > grad_norm_0: tensor(18.5893, device='cuda:0') (tensor(21.6105, device='cuda:0')) | > loss_gen: 2.402914524078369 (2.7654468638407628) | > loss_kl: 1.6565959453582764 (1.7256006316500112) | > loss_feat: 6.4229230880737305 (8.28251711249873) | > loss_mel: 10.079520225524902 (12.980799279358708) | > loss_duration: 1.6691375970840454 (1.6651931055421572) | > amp_scaler: 256.0 (258.98107714701644) | > loss_1: 22.231090545654297 (27.41955700226052) | > grad_norm_1: tensor(348.7564, device='cuda:0') (tensor(381.0847, device='cuda:0')) | > current_lr_0: 0.0001893910566034119 | > current_lr_1: 0.0001893910566034119 | > step_time: 0.8656 (0.8653556679360561) | > loader_time: 0.0128 (0.010910546762280418)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1959776878356934 (2.1959776878356934) | > loss_disc_real_0: 0.1557922512292862 (0.1557922512292862) | > loss_disc_real_1: 0.2027033120393753 (0.2027033120393753) | > loss_disc_real_2: 0.22270537912845612 (0.22270537912845612) | > loss_disc_real_3: 0.239288330078125 (0.239288330078125) | > loss_disc_real_4: 0.2383088320493698 (0.2383088320493698) | > loss_disc_real_5: 0.21985602378845215 (0.21985602378845215) | > loss_0: 2.1959776878356934 (2.1959776878356934) | > loss_gen: 3.0091488361358643 (3.0091488361358643) | > loss_kl: 2.040848731994629 (2.040848731994629) | > loss_feat: 8.582696914672852 (8.582696914672852) | > loss_mel: 13.987988471984863 (13.987988471984863) | > loss_duration: 1.734532117843628 (1.734532117843628) | > loss_1: 29.355215072631836 (29.355215072631836)  --> STEP: 1 | > loss_disc: 2.3081655502319336 (2.3081655502319336) | > loss_disc_real_0: 0.1678398996591568 (0.1678398996591568) | > loss_disc_real_1: 0.19590561091899872 (0.19590561091899872) | > loss_disc_real_2: 0.2466871440410614 (0.2466871440410614) | > loss_disc_real_3: 0.24620461463928223 (0.24620461463928223) | > loss_disc_real_4: 0.25139957666397095 (0.25139957666397095) | > loss_disc_real_5: 0.22481311857700348 (0.22481311857700348) | > loss_0: 2.3081655502319336 (2.3081655502319336) | > loss_gen: 2.835505247116089 (2.835505247116089) | > loss_kl: 2.2301692962646484 (2.2301692962646484) | > loss_feat: 7.50106143951416 (7.50106143951416) | > loss_mel: 12.783506393432617 (12.783506393432617) | > loss_duration: 1.832343578338623 (1.832343578338623) | > loss_1: 27.182584762573242 (27.182584762573242)  --> STEP: 2 | > loss_disc: 2.200207233428955 (2.2541863918304443) | > loss_disc_real_0: 0.15965059399604797 (0.1637452468276024) | > loss_disc_real_1: 0.20273974537849426 (0.1993226781487465) | > loss_disc_real_2: 0.2020782083272934 (0.2243826761841774) | > loss_disc_real_3: 0.23222322762012482 (0.23921392112970352) | > loss_disc_real_4: 0.24057497084140778 (0.24598727375268936) | > loss_disc_real_5: 0.20250415802001953 (0.2136586382985115) | > loss_0: 2.200207233428955 (2.2541863918304443) | > loss_gen: 2.894697666168213 (2.865101456642151) | > loss_kl: 1.9675672054290771 (2.098868250846863) | > loss_feat: 8.519126892089844 (8.010094165802002) | > loss_mel: 14.428915023803711 (13.606210708618164) | > loss_duration: 1.89580500125885 (1.8640742897987366) | > loss_1: 29.706111907958984 (28.444348335266113)  --> STEP: 3 | > loss_disc: 2.3607406616210938 (2.2897044817606607) | > loss_disc_real_0: 0.1570718139410019 (0.16152076919873556) | > loss_disc_real_1: 0.22212471067905426 (0.2069233556588491) | > loss_disc_real_2: 0.23476263880729675 (0.2278426637252172) | > loss_disc_real_3: 0.2498791515827179 (0.24276899794737497) | > loss_disc_real_4: 0.25231674313545227 (0.248097096880277) | > loss_disc_real_5: 0.21028068661689758 (0.2125326544046402) | > loss_0: 2.3607406616210938 (2.2897044817606607) | > loss_gen: 2.738967180252075 (2.823056697845459) | > loss_kl: 1.9726052284240723 (2.0567805767059326) | > loss_feat: 7.742730617523193 (7.920972983042399) | > loss_mel: 13.26111125946045 (13.491177558898926) | > loss_duration: 1.8580950498580933 (1.8620812098185222) | > loss_1: 27.573511123657227 (28.154069264729817)  --> STEP: 4 | > loss_disc: 2.3488082885742188 (2.3044804334640503) | > loss_disc_real_0: 0.15841960906982422 (0.16074547916650772) | > loss_disc_real_1: 0.22150327265262604 (0.21056833490729332) | > loss_disc_real_2: 0.22587764263153076 (0.22735140845179558) | > loss_disc_real_3: 0.22356447577476501 (0.2379678674042225) | > loss_disc_real_4: 0.23351351916790009 (0.24445120245218277) | > loss_disc_real_5: 0.21247559785842896 (0.2125183902680874) | > loss_0: 2.3488082885742188 (2.3044804334640503) | > loss_gen: 2.7687246799468994 (2.809473693370819) | > loss_kl: 1.9634220600128174 (2.033440947532654) | > loss_feat: 8.87640380859375 (8.159830689430237) | > loss_mel: 13.257787704467773 (13.432830095291138) | > loss_duration: 1.7871872186660767 (1.8433577120304108) | > loss_1: 28.653526306152344 (28.27893352508545) --> EVAL PERFORMANCE | > avg_loader_time: 0.3250511884689331 (-0.007123053073883057) | > avg_loss_disc: 2.3044804334640503 (+0.06011760234832764) | > avg_loss_disc_real_0: 0.16074547916650772 (+0.05867152661085129) | > avg_loss_disc_real_1: 0.21056833490729332 (+0.04502686858177185) | > avg_loss_disc_real_2: 0.22735140845179558 (+0.0409749411046505) | > avg_loss_disc_real_3: 0.2379678674042225 (+0.012184899300336838) | > avg_loss_disc_real_4: 0.24445120245218277 (+0.009974870830774307) | > avg_loss_disc_real_5: 0.2125183902680874 (+0.0027836114168167114) | > avg_loss_0: 2.3044804334640503 (+0.06011760234832764) | > avg_loss_gen: 2.809473693370819 (+0.27719032764434814) | > avg_loss_kl: 2.033440947532654 (+0.04868224263191223) | > avg_loss_feat: 8.159830689430237 (-0.059465885162353516) | > avg_loss_mel: 13.432830095291138 (+0.14792823791503906) | > avg_loss_duration: 1.8433577120304108 (+0.007088065147399902) | > avg_loss_1: 28.27893352508545 (+0.42142391204833984)  > EPOCH: 437/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 18:40:57)   --> TIME: 2025-05-11 18:41:10 -- STEP: 12/725 -- GLOBAL_STEP: 362700 | > loss_disc: 2.2552342414855957 (2.2277201414108276) | > loss_disc_real_0: 0.11370882391929626 (0.13444960241516432) | > loss_disc_real_1: 0.19894427061080933 (0.19089015449086824) | > loss_disc_real_2: 0.205083429813385 (0.18852783739566803) | > loss_disc_real_3: 0.19844084978103638 (0.2175415220359961) | > loss_disc_real_4: 0.21209344267845154 (0.1934475526213646) | > loss_disc_real_5: 0.19953379034996033 (0.20699226359526315) | > loss_0: 2.2552342414855957 (2.2277201414108276) | > grad_norm_0: tensor(27.3010, device='cuda:0') (tensor(22.8292, device='cuda:0')) | > loss_gen: 2.7743895053863525 (2.7029955784479776) | > loss_kl: 1.6459064483642578 (1.74077104528745) | > loss_feat: 8.4961576461792 (7.82210369904836) | > loss_mel: 12.575819969177246 (12.623013655344645) | > loss_duration: 1.68355131149292 (1.6668845117092133) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.175825119018555 (26.555768489837646) | > grad_norm_1: tensor(664.4625, device='cuda:0') (tensor(398.3676, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8663 (0.8530976374944051) | > loader_time: 0.0097 (0.010738054911295572)  --> TIME: 2025-05-11 18:41:54 -- STEP: 62/725 -- GLOBAL_STEP: 362750 | > loss_disc: 2.2944281101226807 (2.2142655080364597) | > loss_disc_real_0: 0.11578460782766342 (0.1357279288912973) | > loss_disc_real_1: 0.20561577379703522 (0.1936362739051542) | > loss_disc_real_2: 0.2005263864994049 (0.18796164326129422) | > loss_disc_real_3: 0.21512262523174286 (0.20911648364797716) | > loss_disc_real_4: 0.19901517033576965 (0.19511239783417794) | > loss_disc_real_5: 0.23593537509441376 (0.20831244222579465) | > loss_0: 2.2944281101226807 (2.2142655080364597) | > grad_norm_0: tensor(11.4371, device='cuda:0') (tensor(22.3517, device='cuda:0')) | > loss_gen: 2.482759714126587 (2.734514340277641) | > loss_kl: 1.633705496788025 (1.7420348409683473) | > loss_feat: 7.488492012023926 (8.096754397115395) | > loss_mel: 11.9930419921875 (12.877274159462221) | > loss_duration: 1.6944793462753296 (1.661018067790616) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.292476654052734 (27.111595584500222) | > grad_norm_1: tensor(363.0989, device='cuda:0') (tensor(403.2303, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8669 (0.8630667309607228) | > loader_time: 0.0101 (0.010424894671286307)  --> TIME: 2025-05-11 18:42:38 -- STEP: 112/725 -- GLOBAL_STEP: 362800 | > loss_disc: 2.1625516414642334 (2.2127139972788954) | > loss_disc_real_0: 0.10098868608474731 (0.13781449943780896) | > loss_disc_real_1: 0.19847065210342407 (0.19225822162947484) | > loss_disc_real_2: 0.15809859335422516 (0.18851113891495125) | > loss_disc_real_3: 0.22694644331932068 (0.20691001056028258) | > loss_disc_real_4: 0.18767186999320984 (0.19471483531274966) | > loss_disc_real_5: 0.23791351914405823 (0.2082060302740761) | > loss_0: 2.1625516414642334 (2.2127139972788954) | > grad_norm_0: tensor(34.7685, device='cuda:0') (tensor(22.8628, device='cuda:0')) | > loss_gen: 2.901752471923828 (2.7579455333096634) | > loss_kl: 1.7249523401260376 (1.7180873272674424) | > loss_feat: 9.519447326660156 (8.183905141694202) | > loss_mel: 14.450407981872559 (12.989851031984603) | > loss_duration: 1.6610114574432373 (1.6637916788458824) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.257572174072266 (27.313580581120082) | > grad_norm_1: tensor(589.6141, device='cuda:0') (tensor(398.2975, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8434 (0.8649583352463586) | > loader_time: 0.0112 (0.010467984846660065)  --> TIME: 2025-05-11 18:43:22 -- STEP: 162/725 -- GLOBAL_STEP: 362850 | > loss_disc: 2.2710957527160645 (2.200937820805444) | > loss_disc_real_0: 0.13737237453460693 (0.13587662798387037) | > loss_disc_real_1: 0.21194475889205933 (0.19078127690303476) | > loss_disc_real_2: 0.2009371519088745 (0.1883345361293098) | > loss_disc_real_3: 0.1868707686662674 (0.20606754343082875) | > loss_disc_real_4: 0.2027224749326706 (0.19395771401899833) | > loss_disc_real_5: 0.24177981913089752 (0.20669570960748349) | > loss_0: 2.2710957527160645 (2.200937820805444) | > grad_norm_0: tensor(10.1395, device='cuda:0') (tensor(22.0164, device='cuda:0')) | > loss_gen: 2.6956238746643066 (2.766068922148811) | > loss_kl: 1.6980775594711304 (1.7212634263215238) | > loss_feat: 7.807398319244385 (8.245280636681454) | > loss_mel: 12.0170316696167 (12.981112527258608) | > loss_duration: 1.619339942932129 (1.6642048587033778) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.83747100830078 (27.377930335056636) | > grad_norm_1: tensor(175.6337, device='cuda:0') (tensor(392.7072, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8501 (0.8628364006678262) | > loader_time: 0.0097 (0.010394564381352176)  --> TIME: 2025-05-11 18:44:06 -- STEP: 212/725 -- GLOBAL_STEP: 362900 | > loss_disc: 2.3779892921447754 (2.2006963440832106) | > loss_disc_real_0: 0.14607873558998108 (0.1361038474682367) | > loss_disc_real_1: 0.2171240895986557 (0.1906382885041102) | > loss_disc_real_2: 0.20631830394268036 (0.18799854337044483) | > loss_disc_real_3: 0.21408724784851074 (0.20581868073006845) | > loss_disc_real_4: 0.2379612922668457 (0.19407436335986517) | > loss_disc_real_5: 0.24511544406414032 (0.20716773430412674) | > loss_0: 2.3779892921447754 (2.2006963440832106) | > grad_norm_0: tensor(14.2529, device='cuda:0') (tensor(21.4502, device='cuda:0')) | > loss_gen: 2.614579677581787 (2.7641602867054478) | > loss_kl: 1.683963418006897 (1.7168586580258494) | > loss_feat: 7.279024124145508 (8.232693888106438) | > loss_mel: 11.635093688964844 (12.934680084012594) | > loss_duration: 1.6630947589874268 (1.6642897961274632) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.875757217407227 (27.312682736594724) | > grad_norm_1: tensor(303.1542, device='cuda:0') (tensor(384.1278, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8568 (0.864792838411511) | > loader_time: 0.0114 (0.010466093162320694)  --> TIME: 2025-05-11 18:44:50 -- STEP: 262/725 -- GLOBAL_STEP: 362950 | > loss_disc: 2.138061285018921 (2.202427322172937) | > loss_disc_real_0: 0.16733627021312714 (0.13700616271554977) | > loss_disc_real_1: 0.17515085637569427 (0.1903789014989183) | > loss_disc_real_2: 0.1746087670326233 (0.1877161801316356) | > loss_disc_real_3: 0.17742109298706055 (0.2059448026405036) | > loss_disc_real_4: 0.21150827407836914 (0.1946556362259479) | > loss_disc_real_5: 0.21982845664024353 (0.20705834850100163) | > loss_0: 2.138061285018921 (2.202427322172937) | > grad_norm_0: tensor(28.0772, device='cuda:0') (tensor(21.4791, device='cuda:0')) | > loss_gen: 2.9426794052124023 (2.764026753775035) | > loss_kl: 1.6857630014419556 (1.7178277609912491) | > loss_feat: 9.348663330078125 (8.24083797986271) | > loss_mel: 14.38983154296875 (12.941778383182209) | > loss_duration: 1.6650913953781128 (1.665019112233897) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.03203010559082 (27.329490020984913) | > grad_norm_1: tensor(652.1536, device='cuda:0') (tensor(382.7791, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.9047 (0.8645686639174249) | > loader_time: 0.0099 (0.010441583531503458)  --> TIME: 2025-05-11 18:45:34 -- STEP: 312/725 -- GLOBAL_STEP: 363000 | > loss_disc: 2.145068883895874 (2.205731935608081) | > loss_disc_real_0: 0.12247424572706223 (0.13714251767557412) | > loss_disc_real_1: 0.18724216520786285 (0.19040897211585284) | > loss_disc_real_2: 0.15905947983264923 (0.18793623412075716) | > loss_disc_real_3: 0.1982002556324005 (0.2059806518925305) | > loss_disc_real_4: 0.1668081134557724 (0.19487037681616265) | > loss_disc_real_5: 0.19183944165706635 (0.20766280094782516) | > loss_0: 2.145068883895874 (2.205731935608081) | > grad_norm_0: tensor(19.1348, device='cuda:0') (tensor(20.5892, device='cuda:0')) | > loss_gen: 2.6399877071380615 (2.754086606013468) | > loss_kl: 1.783864140510559 (1.7140014290045473) | > loss_feat: 7.463319301605225 (8.190711346956405) | > loss_mel: 12.261197090148926 (12.872264666435047) | > loss_duration: 1.6619176864624023 (1.664227159359516) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.810287475585938 (27.195291231840084) | > grad_norm_1: tensor(389.3151, device='cuda:0') (tensor(367.5733, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.846 (0.8638415512366172) | > loader_time: 0.0104 (0.010421768212929746) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_363000.pth  --> TIME: 2025-05-11 18:46:20 -- STEP: 362/725 -- GLOBAL_STEP: 363050 | > loss_disc: 2.3448400497436523 (2.2045881073119222) | > loss_disc_real_0: 0.21129126846790314 (0.13677544554294152) | > loss_disc_real_1: 0.20705242455005646 (0.19026546394298097) | > loss_disc_real_2: 0.17304590344429016 (0.18825296477224288) | > loss_disc_real_3: 0.19113686680793762 (0.2056617320242507) | > loss_disc_real_4: 0.21566911041736603 (0.19470882518680052) | > loss_disc_real_5: 0.2185641974210739 (0.207681628221965) | > loss_0: 2.3448400497436523 (2.2045881073119222) | > grad_norm_0: tensor(29.7079, device='cuda:0') (tensor(20.6184, device='cuda:0')) | > loss_gen: 2.82664155960083 (2.758196374988029) | > loss_kl: 1.607560157775879 (1.718381861296807) | > loss_feat: 8.006502151489258 (8.216167853023459) | > loss_mel: 12.615118026733398 (12.893515515722623) | > loss_duration: 1.6171650886535645 (1.663475989636795) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.672985076904297 (27.249737613108934) | > grad_norm_1: tensor(277.9906, device='cuda:0') (tensor(371.5391, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8732 (0.8645075434479266) | > loader_time: 0.0112 (0.010399952777841469)  --> TIME: 2025-05-11 18:47:05 -- STEP: 412/725 -- GLOBAL_STEP: 363100 | > loss_disc: 2.2355711460113525 (2.203523765200549) | > loss_disc_real_0: 0.15219664573669434 (0.13685993947884417) | > loss_disc_real_1: 0.18835100531578064 (0.19056332896201364) | > loss_disc_real_2: 0.20448656380176544 (0.18839293089017128) | > loss_disc_real_3: 0.2062806785106659 (0.20549512954736213) | > loss_disc_real_4: 0.176777184009552 (0.19439750544509837) | > loss_disc_real_5: 0.1742120385169983 (0.20729317772880346) | > loss_0: 2.2355711460113525 (2.203523765200549) | > grad_norm_0: tensor(16.1705, device='cuda:0') (tensor(20.4807, device='cuda:0')) | > loss_gen: 2.8309781551361084 (2.7610799629711407) | > loss_kl: 1.7660945653915405 (1.7215414009626633) | > loss_feat: 8.353997230529785 (8.22507400420104) | > loss_mel: 12.990045547485352 (12.89999185488062) | > loss_duration: 1.691403865814209 (1.664067668243519) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.63252067565918 (27.271754945366126) | > grad_norm_1: tensor(244.8605, device='cuda:0') (tensor(365.8531, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8785 (0.865067747611444) | > loader_time: 0.011 (0.010417828282106264)  --> TIME: 2025-05-11 18:47:49 -- STEP: 462/725 -- GLOBAL_STEP: 363150 | > loss_disc: 2.17889404296875 (2.2031847550755446) | > loss_disc_real_0: 0.12133313715457916 (0.13657049154177384) | > loss_disc_real_1: 0.16969268023967743 (0.19066308745187088) | > loss_disc_real_2: 0.20169652998447418 (0.18854690936607715) | > loss_disc_real_3: 0.20385585725307465 (0.20552176466106847) | > loss_disc_real_4: 0.16745956242084503 (0.19443262278130558) | > loss_disc_real_5: 0.18429480493068695 (0.20721223692357285) | > loss_0: 2.17889404296875 (2.2031847550755446) | > grad_norm_0: tensor(17.5421, device='cuda:0') (tensor(20.5130, device='cuda:0')) | > loss_gen: 2.8554904460906982 (2.763640176166187) | > loss_kl: 1.762993574142456 (1.7204213255927678) | > loss_feat: 7.823888778686523 (8.23931112330712) | > loss_mel: 12.97397232055664 (12.920390075419371) | > loss_duration: 1.6903817653656006 (1.6640507155682616) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.106727600097656 (27.30781346688539) | > grad_norm_1: tensor(418.1902, device='cuda:0') (tensor(368.5631, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8128 (0.8656122963149826) | > loader_time: 0.0097 (0.010380731000528701)  --> TIME: 2025-05-11 18:48:33 -- STEP: 512/725 -- GLOBAL_STEP: 363200 | > loss_disc: 2.17905330657959 (2.205053465208038) | > loss_disc_real_0: 0.10965567827224731 (0.13680009098607124) | > loss_disc_real_1: 0.2098279744386673 (0.1908088638738264) | > loss_disc_real_2: 0.1943187564611435 (0.18884975125547498) | > loss_disc_real_3: 0.20884321630001068 (0.20553122277487995) | > loss_disc_real_4: 0.1728910207748413 (0.19463671537232582) | > loss_disc_real_5: 0.2047410011291504 (0.20726701879175383) | > loss_0: 2.17905330657959 (2.205053465208038) | > grad_norm_0: tensor(22.4317, device='cuda:0') (tensor(20.8685, device='cuda:0')) | > loss_gen: 2.791781425476074 (2.7634326918050642) | > loss_kl: 1.7607719898223877 (1.7181971566751602) | > loss_feat: 8.050827026367188 (8.225105834193517) | > loss_mel: 12.726370811462402 (12.909561168402433) | > loss_duration: 1.6177706718444824 (1.6646948179695753) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.947521209716797 (27.280991695821285) | > grad_norm_1: tensor(426.4439, device='cuda:0') (tensor(371.8337, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8776 (0.8652841225266457) | > loader_time: 0.0099 (0.010324336122721428)  --> TIME: 2025-05-11 18:49:16 -- STEP: 562/725 -- GLOBAL_STEP: 363250 | > loss_disc: 2.1199870109558105 (2.204128477709148) | > loss_disc_real_0: 0.1302524209022522 (0.13664247530423035) | > loss_disc_real_1: 0.20535476505756378 (0.19061012804720326) | > loss_disc_real_2: 0.19378238916397095 (0.18898357660426793) | > loss_disc_real_3: 0.18144197762012482 (0.20557628214041104) | > loss_disc_real_4: 0.16971516609191895 (0.1946333411060194) | > loss_disc_real_5: 0.20823149383068085 (0.20726423371198768) | > loss_0: 2.1199870109558105 (2.204128477709148) | > grad_norm_0: tensor(25.2629, device='cuda:0') (tensor(20.9641, device='cuda:0')) | > loss_gen: 2.8054776191711426 (2.7637000588759832) | > loss_kl: 1.7517166137695312 (1.7169298678106266) | > loss_feat: 8.86435604095459 (8.223377111543527) | > loss_mel: 13.45818042755127 (12.909487415463051) | > loss_duration: 1.6150293350219727 (1.6646573577487167) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.49475860595703 (27.27815184813802) | > grad_norm_1: tensor(408.6894, device='cuda:0') (tensor(373.8605, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.9131 (0.8649165070353879) | > loader_time: 0.011 (0.010306192886786948)  --> TIME: 2025-05-11 18:50:01 -- STEP: 612/725 -- GLOBAL_STEP: 363300 | > loss_disc: 2.064889669418335 (2.203507310619539) | > loss_disc_real_0: 0.1400420069694519 (0.13661703240929876) | > loss_disc_real_1: 0.18782396614551544 (0.19054505737875801) | > loss_disc_real_2: 0.16979245841503143 (0.18893792280574262) | > loss_disc_real_3: 0.1934431940317154 (0.20548933167375757) | > loss_disc_real_4: 0.1960267424583435 (0.19444631174011956) | > loss_disc_real_5: 0.20100779831409454 (0.20711361870072248) | > loss_0: 2.064889669418335 (2.203507310619539) | > grad_norm_0: tensor(38.6015, device='cuda:0') (tensor(21.1264, device='cuda:0')) | > loss_gen: 2.937223196029663 (2.763907615265813) | > loss_kl: 1.7441071271896362 (1.7162821061081368) | > loss_feat: 9.427338600158691 (8.224572615685794) | > loss_mel: 13.861001968383789 (12.914594379125855) | > loss_duration: 1.6032400131225586 (1.6641614686429886) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.57291030883789 (27.28351822086409) | > grad_norm_1: tensor(603.2870, device='cuda:0') (tensor(374.6453, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8346 (0.8653885659828685) | > loader_time: 0.0089 (0.010292357479045588)  --> TIME: 2025-05-11 18:50:44 -- STEP: 662/725 -- GLOBAL_STEP: 363350 | > loss_disc: 2.315138101577759 (2.2019340098804556) | > loss_disc_real_0: 0.15478888154029846 (0.13643158881100662) | > loss_disc_real_1: 0.19788500666618347 (0.19031501072951312) | > loss_disc_real_2: 0.21631024777889252 (0.18899695714794995) | > loss_disc_real_3: 0.25199297070503235 (0.20543308141908603) | > loss_disc_real_4: 0.19772815704345703 (0.1943146690861336) | > loss_disc_real_5: 0.20022475719451904 (0.20690194967560177) | > loss_0: 2.315138101577759 (2.2019340098804556) | > grad_norm_0: tensor(16.8992, device='cuda:0') (tensor(21.1468, device='cuda:0')) | > loss_gen: 2.594327688217163 (2.7669087533144063) | > loss_kl: 1.6380711793899536 (1.7194071570552019) | > loss_feat: 7.289237976074219 (8.232588576406135) | > loss_mel: 12.264616966247559 (12.923203474085133) | > loss_duration: 1.6829960346221924 (1.6644644438320053) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.469249725341797 (27.306572421439824) | > grad_norm_1: tensor(119.2710, device='cuda:0') (tensor(374.8228, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8885 (0.8646870120414434) | > loader_time: 0.0109 (0.01029901742214882)  --> TIME: 2025-05-11 18:51:28 -- STEP: 712/725 -- GLOBAL_STEP: 363400 | > loss_disc: 2.137850046157837 (2.202879722198739) | > loss_disc_real_0: 0.1223318800330162 (0.1365139057671423) | > loss_disc_real_1: 0.1763981133699417 (0.19051917234247318) | > loss_disc_real_2: 0.16918930411338806 (0.18892575601597197) | > loss_disc_real_3: 0.2187981903553009 (0.2054374481478098) | > loss_disc_real_4: 0.19777590036392212 (0.1943818974109848) | > loss_disc_real_5: 0.1725500375032425 (0.2071091839311163) | > loss_0: 2.137850046157837 (2.202879722198739) | > grad_norm_0: tensor(11.1818, device='cuda:0') (tensor(20.7648, device='cuda:0')) | > loss_gen: 2.8560385704040527 (2.7650345838471715) | > loss_kl: 1.7390111684799194 (1.7176411860109724) | > loss_feat: 8.35420036315918 (8.229750746421585) | > loss_mel: 13.869373321533203 (12.928571189387458) | > loss_duration: 1.6533533334732056 (1.6641541618979376) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.47197723388672 (27.30515188313602) | > grad_norm_1: tensor(334.5159, device='cuda:0') (tensor(366.7752, device='cuda:0')) | > current_lr_0: 0.00018936738272133647 | > current_lr_1: 0.00018936738272133647 | > step_time: 0.8266 (0.8647168697266097) | > loader_time: 0.0101 (0.010292585311311003)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.259885549545288 (2.259885549545288) | > loss_disc_real_0: 0.13248585164546967 (0.13248585164546967) | > loss_disc_real_1: 0.20620229840278625 (0.20620229840278625) | > loss_disc_real_2: 0.17652177810668945 (0.17652177810668945) | > loss_disc_real_3: 0.22819972038269043 (0.22819972038269043) | > loss_disc_real_4: 0.23084035515785217 (0.23084035515785217) | > loss_disc_real_5: 0.22412452101707458 (0.22412452101707458) | > loss_0: 2.259885549545288 (2.259885549545288) | > loss_gen: 2.6461331844329834 (2.6461331844329834) | > loss_kl: 2.3200747966766357 (2.3200747966766357) | > loss_feat: 7.606784343719482 (7.606784343719482) | > loss_mel: 12.99406909942627 (12.99406909942627) | > loss_duration: 1.709725260734558 (1.709725260734558) | > loss_1: 27.27678680419922 (27.27678680419922)  --> STEP: 1 | > loss_disc: 2.2655386924743652 (2.2655386924743652) | > loss_disc_real_0: 0.138357475399971 (0.138357475399971) | > loss_disc_real_1: 0.1973237693309784 (0.1973237693309784) | > loss_disc_real_2: 0.1790265142917633 (0.1790265142917633) | > loss_disc_real_3: 0.2323472797870636 (0.2323472797870636) | > loss_disc_real_4: 0.20994529128074646 (0.20994529128074646) | > loss_disc_real_5: 0.24016150832176208 (0.24016150832176208) | > loss_0: 2.2655386924743652 (2.2655386924743652) | > loss_gen: 2.564957857131958 (2.564957857131958) | > loss_kl: 2.205613613128662 (2.205613613128662) | > loss_feat: 6.815411567687988 (6.815411567687988) | > loss_mel: 12.043492317199707 (12.043492317199707) | > loss_duration: 1.8396213054656982 (1.8396213054656982) | > loss_1: 25.469097137451172 (25.469097137451172)  --> STEP: 2 | > loss_disc: 2.073178768157959 (2.169358730316162) | > loss_disc_real_0: 0.09728068858385086 (0.11781908199191093) | > loss_disc_real_1: 0.18233761191368103 (0.1898306906223297) | > loss_disc_real_2: 0.16335538029670715 (0.17119094729423523) | > loss_disc_real_3: 0.201935812830925 (0.2171415463089943) | > loss_disc_real_4: 0.20394499599933624 (0.20694514364004135) | > loss_disc_real_5: 0.22251585125923157 (0.23133867979049683) | > loss_0: 2.073178768157959 (2.169358730316162) | > loss_gen: 2.8160898685455322 (2.690523862838745) | > loss_kl: 2.0012283325195312 (2.1034209728240967) | > loss_feat: 9.027402877807617 (7.921407222747803) | > loss_mel: 15.27927303314209 (13.661382675170898) | > loss_duration: 1.8705658912658691 (1.8550935983657837) | > loss_1: 30.994558334350586 (28.23182773590088)  --> STEP: 3 | > loss_disc: 2.280846357345581 (2.2065212726593018) | > loss_disc_real_0: 0.122044138610363 (0.11922743419806163) | > loss_disc_real_1: 0.20907749235630035 (0.19624629120031992) | > loss_disc_real_2: 0.17610794305801392 (0.17282994588216147) | > loss_disc_real_3: 0.23821628093719482 (0.2241664578517278) | > loss_disc_real_4: 0.2405543327331543 (0.218148206671079) | > loss_disc_real_5: 0.2329707145690918 (0.23188269138336182) | > loss_0: 2.280846357345581 (2.2065212726593018) | > loss_gen: 2.643306016921997 (2.6747845808664956) | > loss_kl: 2.025081157684326 (2.07730770111084) | > loss_feat: 7.877513885498047 (7.906776110331218) | > loss_mel: 13.123438835144043 (13.482068061828613) | > loss_duration: 1.8287806510925293 (1.8463226159413655) | > loss_1: 27.498123168945312 (27.98725954691569)  --> STEP: 4 | > loss_disc: 2.2479894161224365 (2.2168883085250854) | > loss_disc_real_0: 0.1327349990606308 (0.12260432541370392) | > loss_disc_real_1: 0.2016618698835373 (0.19760018587112427) | > loss_disc_real_2: 0.18081943690776825 (0.17482731863856316) | > loss_disc_real_3: 0.20401541888713837 (0.21912869811058044) | > loss_disc_real_4: 0.23485250771045685 (0.22232428193092346) | > loss_disc_real_5: 0.23585979640483856 (0.232876967638731) | > loss_0: 2.2479894161224365 (2.2168883085250854) | > loss_gen: 2.609807252883911 (2.6585402488708496) | > loss_kl: 2.030783176422119 (2.0656765699386597) | > loss_feat: 6.964834213256836 (7.671290636062622) | > loss_mel: 12.878762245178223 (13.331241607666016) | > loss_duration: 1.7746491432189941 (1.8284042477607727) | > loss_1: 26.258834838867188 (27.555153369903564) --> EVAL PERFORMANCE | > avg_loader_time: 0.32944363355636597 (+0.004392445087432861) | > avg_loss_disc: 2.2168883085250854 (-0.08759212493896484) | > avg_loss_disc_real_0: 0.12260432541370392 (-0.0381411537528038) | > avg_loss_disc_real_1: 0.19760018587112427 (-0.012968149036169052) | > avg_loss_disc_real_2: 0.17482731863856316 (-0.05252408981323242) | > avg_loss_disc_real_3: 0.21912869811058044 (-0.018839169293642044) | > avg_loss_disc_real_4: 0.22232428193092346 (-0.022126920521259308) | > avg_loss_disc_real_5: 0.232876967638731 (+0.020358577370643616) | > avg_loss_0: 2.2168883085250854 (-0.08759212493896484) | > avg_loss_gen: 2.6585402488708496 (-0.15093344449996948) | > avg_loss_kl: 2.0656765699386597 (+0.03223562240600586) | > avg_loss_feat: 7.671290636062622 (-0.48854005336761475) | > avg_loss_mel: 13.331241607666016 (-0.10158848762512207) | > avg_loss_duration: 1.8284042477607727 (-0.014953464269638062) | > avg_loss_1: 27.555153369903564 (-0.7237801551818848)  > EPOCH: 438/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 18:51:46)   --> TIME: 2025-05-11 18:52:22 -- STEP: 37/725 -- GLOBAL_STEP: 363450 | > loss_disc: 2.0947463512420654 (2.217703509975124) | > loss_disc_real_0: 0.10579302906990051 (0.13701668482374502) | > loss_disc_real_1: 0.16990122199058533 (0.19130579643958323) | > loss_disc_real_2: 0.17893190681934357 (0.18890137809353905) | > loss_disc_real_3: 0.16719090938568115 (0.2063293606042862) | > loss_disc_real_4: 0.2080109715461731 (0.19686707491810257) | > loss_disc_real_5: 0.21003378927707672 (0.21017607241063505) | > loss_0: 2.0947463512420654 (2.217703509975124) | > grad_norm_0: tensor(12.6715, device='cuda:0') (tensor(19.3481, device='cuda:0')) | > loss_gen: 2.869804859161377 (2.7354166829908215) | > loss_kl: 1.6587964296340942 (1.7827523850105904) | > loss_feat: 8.969335556030273 (8.18041198318069) | > loss_mel: 13.572227478027344 (12.900133674209183) | > loss_duration: 1.6529442071914673 (1.6635095106588829) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.723108291625977 (27.26222430048762) | > grad_norm_1: tensor(166.5973, device='cuda:0') (tensor(321.6234, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8804 (0.8706829483444626) | > loader_time: 0.0101 (0.011942212646071976)  --> TIME: 2025-05-11 18:53:06 -- STEP: 87/725 -- GLOBAL_STEP: 363500 | > loss_disc: 2.2447590827941895 (2.212687580064796) | > loss_disc_real_0: 0.11465266346931458 (0.13627570422216398) | > loss_disc_real_1: 0.18227840960025787 (0.1899952100611281) | > loss_disc_real_2: 0.16510553658008575 (0.18965311142905006) | > loss_disc_real_3: 0.20318256318569183 (0.20676074973468123) | > loss_disc_real_4: 0.1807979941368103 (0.1960296007408493) | > loss_disc_real_5: 0.229881152510643 (0.20955375350754837) | > loss_0: 2.2447590827941895 (2.212687580064796) | > grad_norm_0: tensor(11.1382, device='cuda:0') (tensor(19.8940, device='cuda:0')) | > loss_gen: 2.8632187843322754 (2.748133971773345) | > loss_kl: 1.5994272232055664 (1.731894860322448) | > loss_feat: 8.008991241455078 (8.203133544702638) | > loss_mel: 12.921768188476562 (12.952544267150177) | > loss_duration: 1.6484549045562744 (1.6639342938346424) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.041858673095703 (27.299640940523695) | > grad_norm_1: tensor(528.9435, device='cuda:0') (tensor(332.1058, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8431 (0.8687482209041201) | > loader_time: 0.01 (0.011158066234369388)  --> TIME: 2025-05-11 18:53:50 -- STEP: 137/725 -- GLOBAL_STEP: 363550 | > loss_disc: 2.1612703800201416 (2.198971372451226) | > loss_disc_real_0: 0.10329023003578186 (0.13534228607033286) | > loss_disc_real_1: 0.18209151923656464 (0.18917130445041797) | > loss_disc_real_2: 0.18336336314678192 (0.18869184958238672) | > loss_disc_real_3: 0.17797723412513733 (0.20518861156310478) | > loss_disc_real_4: 0.18481458723545074 (0.19552537233290015) | > loss_disc_real_5: 0.1851012110710144 (0.20705820348140966) | > loss_0: 2.1612703800201416 (2.198971372451226) | > grad_norm_0: tensor(9.8391, device='cuda:0') (tensor(20.9208, device='cuda:0')) | > loss_gen: 2.7207343578338623 (2.7694445717943847) | > loss_kl: 1.7240424156188965 (1.7221896300350663) | > loss_feat: 8.176552772521973 (8.307183509325458) | > loss_mel: 12.392069816589355 (13.054352036357797) | > loss_duration: 1.6511057615280151 (1.665067843277089) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.66450309753418 (27.518237524659096) | > grad_norm_1: tensor(279.2064, device='cuda:0') (tensor(356.8236, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8271 (0.8685475822782864) | > loader_time: 0.0093 (0.01091480429155113)  --> TIME: 2025-05-11 18:54:34 -- STEP: 187/725 -- GLOBAL_STEP: 363600 | > loss_disc: 2.2088117599487305 (2.198829446246918) | > loss_disc_real_0: 0.1508822739124298 (0.13462870006255287) | > loss_disc_real_1: 0.2149498164653778 (0.1892252777190132) | > loss_disc_real_2: 0.1846839189529419 (0.18852155436487758) | > loss_disc_real_3: 0.18444733321666718 (0.20552254942330447) | > loss_disc_real_4: 0.19188663363456726 (0.1953072352683481) | > loss_disc_real_5: 0.22560720145702362 (0.20730673206999975) | > loss_0: 2.2088117599487305 (2.198829446246918) | > grad_norm_0: tensor(22.4293, device='cuda:0') (tensor(21.0552, device='cuda:0')) | > loss_gen: 2.805098056793213 (2.7672177687048274) | > loss_kl: 1.6767843961715698 (1.7182234264312581) | > loss_feat: 9.528057098388672 (8.301345353458018) | > loss_mel: 14.640154838562012 (13.004106251313722) | > loss_duration: 1.6757421493530273 (1.6655496709487017) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.325836181640625 (27.456442379059002) | > grad_norm_1: tensor(316.8370, device='cuda:0') (tensor(353.9749, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8668 (0.867993788285689) | > loader_time: 0.0104 (0.010776472601661072)  --> TIME: 2025-05-11 18:55:18 -- STEP: 237/725 -- GLOBAL_STEP: 363650 | > loss_disc: 2.0529584884643555 (2.1963984106160437) | > loss_disc_real_0: 0.10331495851278305 (0.1344830378387045) | > loss_disc_real_1: 0.1690666824579239 (0.1890840497072236) | > loss_disc_real_2: 0.1613474041223526 (0.18829668008325473) | > loss_disc_real_3: 0.2236839234828949 (0.2050351607397136) | > loss_disc_real_4: 0.19418813288211823 (0.19534738198362828) | > loss_disc_real_5: 0.16193343698978424 (0.20711380350187356) | > loss_0: 2.0529584884643555 (2.1963984106160437) | > grad_norm_0: tensor(11.9068, device='cuda:0') (tensor(20.7970, device='cuda:0')) | > loss_gen: 3.0725109577178955 (2.770887629392278) | > loss_kl: 1.8523576259613037 (1.7303623071702723) | > loss_feat: 8.895612716674805 (8.322818295362124) | > loss_mel: 14.553529739379883 (13.038182306893262) | > loss_duration: 1.658764123916626 (1.6657555254199836) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.03277587890625 (27.528006026513467) | > grad_norm_1: tensor(95.0094, device='cuda:0') (tensor(351.0031, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.83 (0.8690330428916191) | > loader_time: 0.0121 (0.010681861563573912)  --> TIME: 2025-05-11 18:56:02 -- STEP: 287/725 -- GLOBAL_STEP: 363700 | > loss_disc: 2.1699419021606445 (2.1943458908526337) | > loss_disc_real_0: 0.10654201358556747 (0.1344645301120206) | > loss_disc_real_1: 0.18464629352092743 (0.18913176640193224) | > loss_disc_real_2: 0.19526652991771698 (0.18801909653982637) | > loss_disc_real_3: 0.19573649764060974 (0.20466106268171647) | > loss_disc_real_4: 0.16557060182094574 (0.19504583671117917) | > loss_disc_real_5: 0.2179667055606842 (0.2067811427839126) | > loss_0: 2.1699419021606445 (2.1943458908526337) | > grad_norm_0: tensor(10.8360, device='cuda:0') (tensor(21.0916, device='cuda:0')) | > loss_gen: 2.8001041412353516 (2.7764347787518124) | > loss_kl: 1.8178452253341675 (1.72351028238024) | > loss_feat: 8.409906387329102 (8.352774998867554) | > loss_mel: 12.985520362854004 (13.041905180502432) | > loss_duration: 1.6623311042785645 (1.6655268017007916) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.67570686340332 (27.560151954145798) | > grad_norm_1: tensor(303.0599, device='cuda:0') (tensor(359.0565, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8322 (0.8668744240072962) | > loader_time: 0.0096 (0.01062863712111417)  --> TIME: 2025-05-11 18:56:46 -- STEP: 337/725 -- GLOBAL_STEP: 363750 | > loss_disc: 2.182804584503174 (2.193489374322073) | > loss_disc_real_0: 0.12284564971923828 (0.1340997874383049) | > loss_disc_real_1: 0.1566181629896164 (0.18928336438333246) | > loss_disc_real_2: 0.1741555780172348 (0.18791765682067654) | > loss_disc_real_3: 0.20750674605369568 (0.20457888816867456) | > loss_disc_real_4: 0.22085611522197723 (0.1950537155573023) | > loss_disc_real_5: 0.1942444145679474 (0.20649088300123405) | > loss_0: 2.182804584503174 (2.193489374322073) | > grad_norm_0: tensor(15.3441, device='cuda:0') (tensor(20.8501, device='cuda:0')) | > loss_gen: 2.9755280017852783 (2.7756844168247032) | > loss_kl: 1.8016334772109985 (1.720051162320711) | > loss_feat: 8.455663681030273 (8.352921198666618) | > loss_mel: 13.894886016845703 (13.017272332301832) | > loss_duration: 1.6478571891784668 (1.6652148947871404) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.775569915771484 (27.53114396952734) | > grad_norm_1: tensor(471.4334, device='cuda:0') (tensor(361.2999, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8978 (0.8669949235831241) | > loader_time: 0.0111 (0.010597951334378842)  --> TIME: 2025-05-11 18:57:31 -- STEP: 387/725 -- GLOBAL_STEP: 363800 | > loss_disc: 2.153154134750366 (2.19102682161701) | > loss_disc_real_0: 0.15843266248703003 (0.1344621702066071) | > loss_disc_real_1: 0.20482687652111053 (0.18910233295241066) | > loss_disc_real_2: 0.202880859375 (0.18783463791821364) | > loss_disc_real_3: 0.20370206236839294 (0.20461132044323962) | > loss_disc_real_4: 0.1695690006017685 (0.19481871228963538) | > loss_disc_real_5: 0.22401531040668488 (0.20605793914899645) | > loss_0: 2.153154134750366 (2.19102682161701) | > grad_norm_0: tensor(27.4853, device='cuda:0') (tensor(21.1754, device='cuda:0')) | > loss_gen: 2.7174110412597656 (2.7799312612499087) | > loss_kl: 1.5963274240493774 (1.716152730222204) | > loss_feat: 7.982201099395752 (8.349882000176482) | > loss_mel: 13.280961036682129 (13.024436549006815) | > loss_duration: 1.7478123903274536 (1.6651149988174438) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.3247127532959 (27.535517497888215) | > grad_norm_1: tensor(329.3556, device='cuda:0') (tensor(366.6768, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8898 (0.8687089339707249) | > loader_time: 0.01 (0.010495602314478363)  --> TIME: 2025-05-11 18:58:15 -- STEP: 437/725 -- GLOBAL_STEP: 363850 | > loss_disc: 2.239910125732422 (2.1886405404699736) | > loss_disc_real_0: 0.12174195796251297 (0.13389240454208928) | > loss_disc_real_1: 0.17527061700820923 (0.18899632574355302) | > loss_disc_real_2: 0.21454071998596191 (0.18762243407814683) | > loss_disc_real_3: 0.22946545481681824 (0.20456180027611467) | > loss_disc_real_4: 0.229127898812294 (0.1946496043857231) | > loss_disc_real_5: 0.2460719794034958 (0.20596532953276508) | > loss_0: 2.239910125732422 (2.1886405404699736) | > grad_norm_0: tensor(21.7421, device='cuda:0') (tensor(20.9707, device='cuda:0')) | > loss_gen: 2.8630261421203613 (2.7833603066765216) | > loss_kl: 1.8051536083221436 (1.7133000726285186) | > loss_feat: 9.30212116241455 (8.36608812083369) | > loss_mel: 13.459846496582031 (13.024552231795182) | > loss_duration: 1.6171151399612427 (1.664766998531071) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.04726219177246 (27.552067684636235) | > grad_norm_1: tensor(522.3394, device='cuda:0') (tensor(367.2164, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.9121 (0.8679990872092869) | > loader_time: 0.0098 (0.010457931994300689)  --> TIME: 2025-05-11 18:58:59 -- STEP: 487/725 -- GLOBAL_STEP: 363900 | > loss_disc: 2.2542343139648438 (2.188455327580351) | > loss_disc_real_0: 0.15567386150360107 (0.133694461300143) | > loss_disc_real_1: 0.17094720900058746 (0.18893483379048734) | > loss_disc_real_2: 0.20513540506362915 (0.18774971066069562) | > loss_disc_real_3: 0.2155281901359558 (0.204450113327841) | > loss_disc_real_4: 0.20271967351436615 (0.19458488875223637) | > loss_disc_real_5: 0.24046343564987183 (0.20633370611334723) | > loss_0: 2.2542343139648438 (2.188455327580351) | > grad_norm_0: tensor(23.9478, device='cuda:0') (tensor(20.8932, device='cuda:0')) | > loss_gen: 2.6854140758514404 (2.7817949382186686) | > loss_kl: 1.5334296226501465 (1.713562207545098) | > loss_feat: 7.731959342956543 (8.355948598967446) | > loss_mel: 12.271450996398926 (13.023172644863873) | > loss_duration: 1.6556651592254639 (1.664967069390863) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.87791633605957 (27.539445399258906) | > grad_norm_1: tensor(414.4788, device='cuda:0') (tensor(364.7365, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8297 (0.8674788509306232) | > loader_time: 0.0095 (0.010422218996396547)  --> TIME: 2025-05-11 18:59:43 -- STEP: 537/725 -- GLOBAL_STEP: 363950 | > loss_disc: 2.2194478511810303 (2.1877015067656385) | > loss_disc_real_0: 0.11258541792631149 (0.13369054327852462) | > loss_disc_real_1: 0.20666465163230896 (0.1889870964282052) | > loss_disc_real_2: 0.20424538850784302 (0.18787973406039588) | > loss_disc_real_3: 0.22777891159057617 (0.20438290277783874) | > loss_disc_real_4: 0.21484391391277313 (0.19448193813391468) | > loss_disc_real_5: 0.21885336935520172 (0.20597580408250815) | > loss_0: 2.2194478511810303 (2.1877015067656385) | > grad_norm_0: tensor(25.7975, device='cuda:0') (tensor(21.1608, device='cuda:0')) | > loss_gen: 2.902651309967041 (2.7855421551113033) | > loss_kl: 1.6014745235443115 (1.7088903088809388) | > loss_feat: 8.021976470947266 (8.359987532404329) | > loss_mel: 11.988818168640137 (13.036429907800542) | > loss_duration: 1.6816586256027222 (1.6654064118085181) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.196578979492188 (27.55625626050783) | > grad_norm_1: tensor(495.3833, device='cuda:0') (tensor(368.8550, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8708 (0.8673773406826141) | > loader_time: 0.0102 (0.010390794033000816)  --> TIME: 2025-05-11 19:00:27 -- STEP: 587/725 -- GLOBAL_STEP: 364000 | > loss_disc: 2.4077658653259277 (2.1887360955421915) | > loss_disc_real_0: 0.14166180789470673 (0.13356979225573395) | > loss_disc_real_1: 0.21122483909130096 (0.18911328977783048) | > loss_disc_real_2: 0.23099380731582642 (0.1880728889263064) | > loss_disc_real_3: 0.21247677505016327 (0.20431626315214366) | > loss_disc_real_4: 0.23652538657188416 (0.1945304667523204) | > loss_disc_real_5: 0.20711348950862885 (0.20622835411123755) | > loss_0: 2.4077658653259277 (2.1887360955421915) | > grad_norm_0: tensor(7.5451, device='cuda:0') (tensor(21.3182, device='cuda:0')) | > loss_gen: 2.4089832305908203 (2.7833337332970856) | > loss_kl: 1.5988285541534424 (1.7064965006846178) | > loss_feat: 5.509790897369385 (8.338728821054225) | > loss_mel: 9.936041831970215 (13.01286509252285) | > loss_duration: 1.6596429347991943 (1.6649350159416) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.11328887939453 (27.506359103591123) | > grad_norm_1: tensor(154.0271, device='cuda:0') (tensor(370.9973, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.875 (0.8672587960907712) | > loader_time: 0.0103 (0.01037212855974292) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_364000.pth  --> TIME: 2025-05-11 19:01:13 -- STEP: 637/725 -- GLOBAL_STEP: 364050 | > loss_disc: 2.1125600337982178 (2.1889572532809503) | > loss_disc_real_0: 0.13643966615200043 (0.13370178031678118) | > loss_disc_real_1: 0.14790092408657074 (0.18897194290179833) | > loss_disc_real_2: 0.16991659998893738 (0.18819440725834083) | > loss_disc_real_3: 0.20878510177135468 (0.20433131323504494) | > loss_disc_real_4: 0.19375824928283691 (0.1944193865057064) | > loss_disc_real_5: 0.1957695335149765 (0.2063342954618402) | > loss_0: 2.1125600337982178 (2.1889572532809503) | > grad_norm_0: tensor(23.5495, device='cuda:0') (tensor(21.0622, device='cuda:0')) | > loss_gen: 2.922572612762451 (2.7815097486205533) | > loss_kl: 1.7756032943725586 (1.7096081519239177) | > loss_feat: 9.199051856994629 (8.335533784360301) | > loss_mel: 13.925009727478027 (13.00536525343052) | > loss_duration: 1.6432018280029297 (1.6646365846157818) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.46544075012207 (27.496653465498568) | > grad_norm_1: tensor(419.8682, device='cuda:0') (tensor(366.2400, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8609 (0.8672379672620886) | > loader_time: 0.0101 (0.010372466157706607)  --> TIME: 2025-05-11 19:01:57 -- STEP: 687/725 -- GLOBAL_STEP: 364100 | > loss_disc: 2.3400397300720215 (2.1889387832458365) | > loss_disc_real_0: 0.148237943649292 (0.13364177086597986) | > loss_disc_real_1: 0.1956365555524826 (0.18895846882935338) | > loss_disc_real_2: 0.19589172303676605 (0.18810274639591223) | > loss_disc_real_3: 0.24596141278743744 (0.20450846501659972) | > loss_disc_real_4: 0.20298203825950623 (0.19427140527764097) | > loss_disc_real_5: 0.19752094149589539 (0.20643357897863282) | > loss_0: 2.3400397300720215 (2.1889387832458365) | > grad_norm_0: tensor(24.1393, device='cuda:0') (tensor(20.9829, device='cuda:0')) | > loss_gen: 2.6454050540924072 (2.782679103520933) | > loss_kl: 1.6212918758392334 (1.711850726621814) | > loss_feat: 6.540075778961182 (8.337233431648134) | > loss_mel: 10.857723236083984 (13.00555333022294) | > loss_duration: 1.678707480430603 (1.6646329188798015) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.343202590942383 (27.501949446343616) | > grad_norm_1: tensor(435.0477, device='cuda:0') (tensor(366.5131, device='cuda:0')) | > current_lr_0: 0.0001893437117984963 | > current_lr_1: 0.0001893437117984963 | > step_time: 0.8843 (0.8665194400359798) | > loader_time: 0.0108 (0.010356983243117686)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3184666633605957 (2.3184666633605957) | > loss_disc_real_0: 0.21155472099781036 (0.21155472099781036) | > loss_disc_real_1: 0.23641662299633026 (0.23641662299633026) | > loss_disc_real_2: 0.24130792915821075 (0.24130792915821075) | > loss_disc_real_3: 0.24094805121421814 (0.24094805121421814) | > loss_disc_real_4: 0.29229092597961426 (0.29229092597961426) | > loss_disc_real_5: 0.1938355565071106 (0.1938355565071106) | > loss_0: 2.3184666633605957 (2.3184666633605957) | > loss_gen: 3.170971155166626 (3.170971155166626) | > loss_kl: 2.1829607486724854 (2.1829607486724854) | > loss_feat: 9.490318298339844 (9.490318298339844) | > loss_mel: 15.750372886657715 (15.750372886657715) | > loss_duration: 1.7059246301651 (1.7059246301651) | > loss_1: 32.3005485534668 (32.3005485534668)  --> STEP: 1 | > loss_disc: 2.3389859199523926 (2.3389859199523926) | > loss_disc_real_0: 0.2107483297586441 (0.2107483297586441) | > loss_disc_real_1: 0.2551362216472626 (0.2551362216472626) | > loss_disc_real_2: 0.23249299824237823 (0.23249299824237823) | > loss_disc_real_3: 0.23463751375675201 (0.23463751375675201) | > loss_disc_real_4: 0.27114495635032654 (0.27114495635032654) | > loss_disc_real_5: 0.18978413939476013 (0.18978413939476013) | > loss_0: 2.3389859199523926 (2.3389859199523926) | > loss_gen: 3.0135531425476074 (3.0135531425476074) | > loss_kl: 2.186716318130493 (2.186716318130493) | > loss_feat: 8.28172779083252 (8.28172779083252) | > loss_mel: 13.741408348083496 (13.741408348083496) | > loss_duration: 1.8501126766204834 (1.8501126766204834) | > loss_1: 29.073518753051758 (29.073518753051758)  --> STEP: 2 | > loss_disc: 2.4019601345062256 (2.370473027229309) | > loss_disc_real_0: 0.21871061623096466 (0.21472947299480438) | > loss_disc_real_1: 0.258080393075943 (0.2566083073616028) | > loss_disc_real_2: 0.22421690821647644 (0.22835495322942734) | > loss_disc_real_3: 0.24591705203056335 (0.24027728289365768) | > loss_disc_real_4: 0.28955191373825073 (0.28034843504428864) | > loss_disc_real_5: 0.19796417653560638 (0.19387415796518326) | > loss_0: 2.4019601345062256 (2.370473027229309) | > loss_gen: 2.849039316177368 (2.931296229362488) | > loss_kl: 2.0575294494628906 (2.122122883796692) | > loss_feat: 7.249056339263916 (7.765392065048218) | > loss_mel: 13.607630729675293 (13.674519538879395) | > loss_duration: 1.882318377494812 (1.8662155270576477) | > loss_1: 27.645572662353516 (28.359545707702637)  --> STEP: 3 | > loss_disc: 2.3596973419189453 (2.3668811321258545) | > loss_disc_real_0: 0.19113337993621826 (0.20686410864194235) | > loss_disc_real_1: 0.2514774203300476 (0.2548980116844177) | > loss_disc_real_2: 0.23218554258346558 (0.2296318163474401) | > loss_disc_real_3: 0.22896774113178253 (0.2365074356396993) | > loss_disc_real_4: 0.25181275606155396 (0.27083654205004376) | > loss_disc_real_5: 0.20141248404979706 (0.1963869333267212) | > loss_0: 2.3596973419189453 (2.3668811321258545) | > loss_gen: 2.9000542163848877 (2.920882225036621) | > loss_kl: 1.9918068647384644 (2.0786842107772827) | > loss_feat: 8.226766586303711 (7.919183572133382) | > loss_mel: 13.685746192932129 (13.678261756896973) | > loss_duration: 1.8285577297210693 (1.8536629279454548) | > loss_1: 28.632932662963867 (28.450674692789715)  --> STEP: 4 | > loss_disc: 2.414159059524536 (2.378700613975525) | > loss_disc_real_0: 0.23732568323612213 (0.2144795022904873) | > loss_disc_real_1: 0.23647117614746094 (0.25029130280017853) | > loss_disc_real_2: 0.2215251922607422 (0.2276051603257656) | > loss_disc_real_3: 0.22740967571735382 (0.23423299565911293) | > loss_disc_real_4: 0.2416885942220688 (0.26354955509305) | > loss_disc_real_5: 0.23564665019512177 (0.20620186254382133) | > loss_0: 2.414159059524536 (2.378700613975525) | > loss_gen: 2.8073673248291016 (2.892503499984741) | > loss_kl: 1.7492676973342896 (1.9963300824165344) | > loss_feat: 7.977978706359863 (7.933882355690002) | > loss_mel: 13.093827247619629 (13.532153129577637) | > loss_duration: 1.7833524942398071 (1.836085319519043) | > loss_1: 27.411792755126953 (28.190954208374023) --> EVAL PERFORMANCE | > avg_loader_time: 0.33452850580215454 (+0.005084872245788574) | > avg_loss_disc: 2.378700613975525 (+0.16181230545043945) | > avg_loss_disc_real_0: 0.2144795022904873 (+0.09187517687678337) | > avg_loss_disc_real_1: 0.25029130280017853 (+0.05269111692905426) | > avg_loss_disc_real_2: 0.2276051603257656 (+0.052777841687202454) | > avg_loss_disc_real_3: 0.23423299565911293 (+0.015104297548532486) | > avg_loss_disc_real_4: 0.26354955509305 (+0.04122527316212654) | > avg_loss_disc_real_5: 0.20620186254382133 (-0.026675105094909668) | > avg_loss_0: 2.378700613975525 (+0.16181230545043945) | > avg_loss_gen: 2.892503499984741 (+0.2339632511138916) | > avg_loss_kl: 1.9963300824165344 (-0.06934648752212524) | > avg_loss_feat: 7.933882355690002 (+0.26259171962738037) | > avg_loss_mel: 13.532153129577637 (+0.2009115219116211) | > avg_loss_duration: 1.836085319519043 (+0.007681071758270264) | > avg_loss_1: 28.190954208374023 (+0.635800838470459)  > EPOCH: 439/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 19:02:37)   --> TIME: 2025-05-11 19:02:50 -- STEP: 12/725 -- GLOBAL_STEP: 364150 | > loss_disc: 2.169646739959717 (2.182981530825297) | > loss_disc_real_0: 0.13054531812667847 (0.1378801247725884) | > loss_disc_real_1: 0.1935456246137619 (0.19154944395025572) | > loss_disc_real_2: 0.22002391517162323 (0.18648610264062881) | > loss_disc_real_3: 0.21037444472312927 (0.2046357641617457) | > loss_disc_real_4: 0.17433108389377594 (0.19360934694608053) | > loss_disc_real_5: 0.21826893091201782 (0.20353147760033607) | > loss_0: 2.169646739959717 (2.182981530825297) | > grad_norm_0: tensor(23.5436, device='cuda:0') (tensor(25.2084, device='cuda:0')) | > loss_gen: 2.8024978637695312 (2.808303932348887) | > loss_kl: 2.0037546157836914 (1.7621217668056488) | > loss_feat: 8.328004837036133 (8.452623724937439) | > loss_mel: 12.986083984375 (13.3543541431427) | > loss_duration: 1.6670206785202026 (1.6602479616800945) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.787363052368164 (28.03765122095744) | > grad_norm_1: tensor(540.3489, device='cuda:0') (tensor(458.7726, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8663 (0.8845994671185812) | > loader_time: 0.0093 (0.01110378901163737)  --> TIME: 2025-05-11 19:03:35 -- STEP: 62/725 -- GLOBAL_STEP: 364200 | > loss_disc: 2.2712478637695312 (2.196574322638973) | > loss_disc_real_0: 0.11296489089727402 (0.1325624759399122) | > loss_disc_real_1: 0.21007955074310303 (0.1924303354274842) | > loss_disc_real_2: 0.18939878046512604 (0.18808319059110457) | > loss_disc_real_3: 0.1768636703491211 (0.20464389915427855) | > loss_disc_real_4: 0.18126221001148224 (0.1932098589116527) | > loss_disc_real_5: 0.20928165316581726 (0.2096986198617566) | > loss_0: 2.2712478637695312 (2.196574322638973) | > grad_norm_0: tensor(15.2028, device='cuda:0') (tensor(20.6879, device='cuda:0')) | > loss_gen: 2.525191307067871 (2.7644230165789203) | > loss_kl: 1.7071609497070312 (1.7301862682065656) | > loss_feat: 7.9704718589782715 (8.272015163975373) | > loss_mel: 12.622373580932617 (13.063935587483067) | > loss_duration: 1.7075960636138916 (1.660223868585402) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.532794952392578 (27.490783845224687) | > grad_norm_1: tensor(129.2022, device='cuda:0') (tensor(376.8721, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8701 (0.8758175642259659) | > loader_time: 0.0099 (0.010510879178200996)  --> TIME: 2025-05-11 19:04:19 -- STEP: 112/725 -- GLOBAL_STEP: 364250 | > loss_disc: 2.149610996246338 (2.204837377582277) | > loss_disc_real_0: 0.11825969815254211 (0.13391470516632706) | > loss_disc_real_1: 0.18302945792675018 (0.19137671722897462) | > loss_disc_real_2: 0.1991649717092514 (0.18977929385645048) | > loss_disc_real_3: 0.21966415643692017 (0.20570046960243157) | > loss_disc_real_4: 0.1731823831796646 (0.19432733673602343) | > loss_disc_real_5: 0.21053233742713928 (0.21013085371149437) | > loss_0: 2.149610996246338 (2.204837377582277) | > grad_norm_0: tensor(15.3946, device='cuda:0') (tensor(19.1480, device='cuda:0')) | > loss_gen: 2.8137779235839844 (2.7534150055476596) | > loss_kl: 1.6318166255950928 (1.7268058647002493) | > loss_feat: 8.332813262939453 (8.214906177350453) | > loss_mel: 12.455002784729004 (12.961768235479083) | > loss_duration: 1.6745638847351074 (1.6652300783566065) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.907974243164062 (27.322125366755895) | > grad_norm_1: tensor(494.1565, device='cuda:0') (tensor(359.4683, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8338 (0.8756421761853355) | > loader_time: 0.0108 (0.010500188384737288)  --> TIME: 2025-05-11 19:05:03 -- STEP: 162/725 -- GLOBAL_STEP: 364300 | > loss_disc: 2.24448299407959 (2.204038430143285) | > loss_disc_real_0: 0.21896156668663025 (0.13561474416910865) | > loss_disc_real_1: 0.19883666932582855 (0.1910458776501962) | > loss_disc_real_2: 0.18402735888957977 (0.1894278746144271) | > loss_disc_real_3: 0.16492176055908203 (0.20514371669218864) | > loss_disc_real_4: 0.19862835109233856 (0.194640592660433) | > loss_disc_real_5: 0.2154635190963745 (0.20797239188794736) | > loss_0: 2.24448299407959 (2.204038430143285) | > grad_norm_0: tensor(31.1887, device='cuda:0') (tensor(21.1891, device='cuda:0')) | > loss_gen: 2.7690935134887695 (2.7637243653521124) | > loss_kl: 1.7396187782287598 (1.722560238691024) | > loss_feat: 7.778480529785156 (8.236594971315357) | > loss_mel: 12.678242683410645 (12.918803680090257) | > loss_duration: 1.627187728881836 (1.6660740000230294) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.592622756958008 (27.30775725988694) | > grad_norm_1: tensor(420.2202, device='cuda:0') (tensor(372.8204, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8567 (0.8717969906182936) | > loader_time: 0.0117 (0.010599376242837789)  --> TIME: 2025-05-11 19:05:47 -- STEP: 212/725 -- GLOBAL_STEP: 364350 | > loss_disc: 2.3128156661987305 (2.2087701536574444) | > loss_disc_real_0: 0.19188155233860016 (0.13598115429422766) | > loss_disc_real_1: 0.17542853951454163 (0.19100509373084557) | > loss_disc_real_2: 0.20481453835964203 (0.19001781153229047) | > loss_disc_real_3: 0.20524781942367554 (0.20586008768317834) | > loss_disc_real_4: 0.18274939060211182 (0.19488850657670004) | > loss_disc_real_5: 0.2569322884082794 (0.20863018951044893) | > loss_0: 2.3128156661987305 (2.2087701536574444) | > grad_norm_0: tensor(27.9717, device='cuda:0') (tensor(20.9381, device='cuda:0')) | > loss_gen: 2.625903606414795 (2.7556729507896147) | > loss_kl: 1.7061893939971924 (1.7181659082196794) | > loss_feat: 7.511294841766357 (8.217984008339219) | > loss_mel: 11.139225006103516 (12.90202701766536) | > loss_duration: 1.667612075805664 (1.6664439349804285) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.650224685668945 (27.260293852608157) | > grad_norm_1: tensor(252.7797, device='cuda:0') (tensor(367.0746, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8545 (0.8711827543546569) | > loader_time: 0.0104 (0.01057566111942507)  --> TIME: 2025-05-11 19:06:32 -- STEP: 262/725 -- GLOBAL_STEP: 364400 | > loss_disc: 2.2771337032318115 (2.2052325638195933) | > loss_disc_real_0: 0.12618212401866913 (0.1352563833121125) | > loss_disc_real_1: 0.18046854436397552 (0.1907628501075825) | > loss_disc_real_2: 0.1997734159231186 (0.18965908071694484) | > loss_disc_real_3: 0.21785031259059906 (0.20535016520560243) | > loss_disc_real_4: 0.2076021432876587 (0.19498457867680616) | > loss_disc_real_5: 0.24543821811676025 (0.20859676406128716) | > loss_0: 2.2771337032318115 (2.2052325638195933) | > grad_norm_0: tensor(15.5177, device='cuda:0') (tensor(21.2823, device='cuda:0')) | > loss_gen: 2.7497951984405518 (2.7603819179170923) | > loss_kl: 1.7022829055786133 (1.7194955781215928) | > loss_feat: 7.315276145935059 (8.23851815070815) | > loss_mel: 12.63547134399414 (12.918710231781006) | > loss_duration: 1.6469123363494873 (1.6664424888960279) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.04973793029785 (27.303548441588426) | > grad_norm_1: tensor(150.1656, device='cuda:0') (tensor(369.4551, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.9046 (0.8711644547586223) | > loader_time: 0.0102 (0.010515837268974943)  --> TIME: 2025-05-11 19:07:16 -- STEP: 312/725 -- GLOBAL_STEP: 364450 | > loss_disc: 2.248837471008301 (2.2047195870142704) | > loss_disc_real_0: 0.10413920134305954 (0.13544602883167756) | > loss_disc_real_1: 0.19831761717796326 (0.19096035066132372) | > loss_disc_real_2: 0.19705845415592194 (0.18966633735749958) | > loss_disc_real_3: 0.26101425290107727 (0.20527320307416794) | > loss_disc_real_4: 0.18640917539596558 (0.19492979887395334) | > loss_disc_real_5: 0.2371317744255066 (0.20837494998406142) | > loss_0: 2.248837471008301 (2.2047195870142704) | > grad_norm_0: tensor(13.9934, device='cuda:0') (tensor(21.2748, device='cuda:0')) | > loss_gen: 2.70711350440979 (2.7572661019288573) | > loss_kl: 1.6259372234344482 (1.7201433731959417) | > loss_feat: 8.270153045654297 (8.210690464728923) | > loss_mel: 12.112198829650879 (12.877966969441145) | > loss_duration: 1.6587953567504883 (1.665519653986662) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.37419891357422 (27.231586633584445) | > grad_norm_1: tensor(140.6351, device='cuda:0') (tensor(370.5226, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8651 (0.8698741510892526) | > loader_time: 0.0102 (0.010467202235490851)  --> TIME: 2025-05-11 19:08:00 -- STEP: 362/725 -- GLOBAL_STEP: 364500 | > loss_disc: 2.1784167289733887 (2.2002309652981826) | > loss_disc_real_0: 0.13854777812957764 (0.13502832454788746) | > loss_disc_real_1: 0.20903633534908295 (0.19026169872415666) | > loss_disc_real_2: 0.23537199199199677 (0.18929693123418315) | > loss_disc_real_3: 0.199807271361351 (0.20486012710392146) | > loss_disc_real_4: 0.2338780164718628 (0.1947888662390287) | > loss_disc_real_5: 0.21856406331062317 (0.20819380957612676) | > loss_0: 2.1784167289733887 (2.2002309652981826) | > grad_norm_0: tensor(19.7578, device='cuda:0') (tensor(21.0827, device='cuda:0')) | > loss_gen: 3.04677677154541 (2.7636771781668474) | > loss_kl: 1.771468997001648 (1.721144360402671) | > loss_feat: 8.887418746948242 (8.25440725964078) | > loss_mel: 13.889893531799316 (12.927097591905962) | > loss_duration: 1.6195056438446045 (1.6647488445208218) | > amp_scaler: 512.0 (273.6795580110497) | > loss_1: 29.215063095092773 (27.331075294241725) | > grad_norm_1: tensor(143.1819, device='cuda:0') (tensor(370.4627, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8446 (0.8691922314259228) | > loader_time: 0.0104 (0.010506423797396677)  --> TIME: 2025-05-11 19:08:44 -- STEP: 412/725 -- GLOBAL_STEP: 364550 | > loss_disc: 2.303218364715576 (2.200116374538938) | > loss_disc_real_0: 0.19156214594841003 (0.13510372404696294) | > loss_disc_real_1: 0.24611340463161469 (0.1903070905833569) | > loss_disc_real_2: 0.22383518517017365 (0.18936191115853848) | > loss_disc_real_3: 0.2199186533689499 (0.20505833893435674) | > loss_disc_real_4: 0.19097900390625 (0.19491567455449146) | > loss_disc_real_5: 0.19058264791965485 (0.20745759685207338) | > loss_0: 2.303218364715576 (2.200116374538938) | > grad_norm_0: tensor(39.3007, device='cuda:0') (tensor(21.2897, device='cuda:0')) | > loss_gen: 2.618997097015381 (2.764829108437287) | > loss_kl: 1.6998144388198853 (1.7183678129922997) | > loss_feat: 7.922720909118652 (8.241585116941948) | > loss_mel: 12.214864730834961 (12.920040700042133) | > loss_duration: 1.668592929840088 (1.6652969469144507) | > amp_scaler: 256.0 (279.6116504854368) | > loss_1: 26.124990463256836 (27.310119740013942) | > grad_norm_1: tensor(514.1188, device='cuda:0') (tensor(374.2765, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8744 (0.8685819199941691) | > loader_time: 0.0099 (0.010492525633099027)  --> TIME: 2025-05-11 19:09:27 -- STEP: 462/725 -- GLOBAL_STEP: 364600 | > loss_disc: 1.9996309280395508 (2.1984136357451907) | > loss_disc_real_0: 0.16018003225326538 (0.13489493800254615) | > loss_disc_real_1: 0.1651265025138855 (0.19019551397789097) | > loss_disc_real_2: 0.1983717530965805 (0.18916666320650086) | > loss_disc_real_3: 0.17383140325546265 (0.20495306539200084) | > loss_disc_real_4: 0.19319172203540802 (0.19474444135184926) | > loss_disc_real_5: 0.18839938938617706 (0.20733194185412807) | > loss_0: 1.9996309280395508 (2.1984136357451907) | > grad_norm_0: tensor(32.8188, device='cuda:0') (tensor(21.3544, device='cuda:0')) | > loss_gen: 2.997471570968628 (2.768237307990267) | > loss_kl: 1.7291332483291626 (1.7162944377758802) | > loss_feat: 10.617743492126465 (8.267671292994441) | > loss_mel: 15.262796401977539 (12.943992821169106) | > loss_duration: 1.681128978729248 (1.6652936210363973) | > amp_scaler: 256.0 (277.05627705627694) | > loss_1: 32.288272857666016 (27.36148953953863) | > grad_norm_1: tensor(574.3674, device='cuda:0') (tensor(378.8672, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8035 (0.8674376423740799) | > loader_time: 0.0101 (0.010497128808653215)  --> TIME: 2025-05-11 19:10:11 -- STEP: 512/725 -- GLOBAL_STEP: 364650 | > loss_disc: 2.094902992248535 (2.1966706120874715) | > loss_disc_real_0: 0.11529313027858734 (0.13449013698846105) | > loss_disc_real_1: 0.16247951984405518 (0.18998468198697088) | > loss_disc_real_2: 0.21232765913009644 (0.1891416409052908) | > loss_disc_real_3: 0.20915377140045166 (0.2046831710031256) | > loss_disc_real_4: 0.20822183787822723 (0.19490035378839818) | > loss_disc_real_5: 0.19856181740760803 (0.20716812554746866) | > loss_0: 2.094902992248535 (2.1966706120874715) | > grad_norm_0: tensor(11.4971, device='cuda:0') (tensor(21.2741, device='cuda:0')) | > loss_gen: 3.040193796157837 (2.770627290941774) | > loss_kl: 1.6676452159881592 (1.7196021643467247) | > loss_feat: 9.573123931884766 (8.286989775486287) | > loss_mel: 13.915525436401367 (12.966957740485668) | > loss_duration: 1.6181819438934326 (1.6656380153726786) | > amp_scaler: 256.0 (274.9999999999999) | > loss_1: 29.81467056274414 (27.409815050661567) | > grad_norm_1: tensor(341.1926, device='cuda:0') (tensor(379.1465, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8548 (0.8663649908266962) | > loader_time: 0.01 (0.010498750489205136)  --> TIME: 2025-05-11 19:10:55 -- STEP: 562/725 -- GLOBAL_STEP: 364700 | > loss_disc: 2.172623872756958 (2.1945362095306766) | > loss_disc_real_0: 0.17393866181373596 (0.13414511898552392) | > loss_disc_real_1: 0.17057225108146667 (0.18982011914995653) | > loss_disc_real_2: 0.19300861656665802 (0.1890722910916677) | > loss_disc_real_3: 0.1805747002363205 (0.20458273738092375) | > loss_disc_real_4: 0.19569897651672363 (0.19470847405997027) | > loss_disc_real_5: 0.17227526009082794 (0.20697399939400443) | > loss_0: 2.172623872756958 (2.1945362095306766) | > grad_norm_0: tensor(20.5023, device='cuda:0') (tensor(21.2591, device='cuda:0')) | > loss_gen: 2.887294292449951 (2.773637786454576) | > loss_kl: 1.9681798219680786 (1.7264889385352356) | > loss_feat: 8.562682151794434 (8.30642683226018) | > loss_mel: 12.956378936767578 (12.986397461534818) | > loss_duration: 1.624901294708252 (1.6653705502320015) | > amp_scaler: 256.0 (273.30960854092524) | > loss_1: 27.999435424804688 (27.458321618864122) | > grad_norm_1: tensor(276.0027, device='cuda:0') (tensor(380.2805, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.9109 (0.8656107564837907) | > loader_time: 0.0104 (0.010534355648896035)  --> TIME: 2025-05-11 19:11:39 -- STEP: 612/725 -- GLOBAL_STEP: 364750 | > loss_disc: 2.121978998184204 (2.1958587531949947) | > loss_disc_real_0: 0.09648604691028595 (0.13457268555618185) | > loss_disc_real_1: 0.18806469440460205 (0.18993480057985182) | > loss_disc_real_2: 0.20261825621128082 (0.18919005690544258) | > loss_disc_real_3: 0.19954007863998413 (0.20457648678250556) | > loss_disc_real_4: 0.21805158257484436 (0.19473855048905003) | > loss_disc_real_5: 0.19180123507976532 (0.20721479159554623) | > loss_0: 2.121978998184204 (2.1958587531949947) | > grad_norm_0: tensor(26.1370, device='cuda:0') (tensor(21.3959, device='cuda:0')) | > loss_gen: 2.890855312347412 (2.7722705450712466) | > loss_kl: 1.6470084190368652 (1.727193257193161) | > loss_feat: 8.560060501098633 (8.29805874512866) | > loss_mel: 13.376350402832031 (12.975382167529432) | > loss_duration: 1.6106054782867432 (1.6650235847710013) | > amp_scaler: 256.0 (271.89542483660136) | > loss_1: 28.084880828857422 (27.437928371180117) | > grad_norm_1: tensor(553.4464, device='cuda:0') (tensor(379.2590, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8175 (0.8662797917727552) | > loader_time: 0.0091 (0.010541553201239107)  --> TIME: 2025-05-11 19:12:23 -- STEP: 662/725 -- GLOBAL_STEP: 364800 | > loss_disc: 2.107241630554199 (2.196724198375942) | > loss_disc_real_0: 0.11750010401010513 (0.1347442554630721) | > loss_disc_real_1: 0.173441082239151 (0.1897208940271525) | > loss_disc_real_2: 0.16818836331367493 (0.1892285063592688) | > loss_disc_real_3: 0.18927809596061707 (0.20476432068110223) | > loss_disc_real_4: 0.1925690621137619 (0.19478702446125049) | > loss_disc_real_5: 0.19671280682086945 (0.20728796434636562) | > loss_0: 2.107241630554199 (2.196724198375942) | > grad_norm_0: tensor(22.7149, device='cuda:0') (tensor(21.3746, device='cuda:0')) | > loss_gen: 2.870112180709839 (2.771237990287136) | > loss_kl: 1.7170078754425049 (1.724700651140012) | > loss_feat: 8.981417655944824 (8.290915832778847) | > loss_mel: 13.712777137756348 (12.978121659546815) | > loss_duration: 1.6915754079818726 (1.6654649605563767) | > amp_scaler: 256.0 (270.6948640483385) | > loss_1: 28.972888946533203 (27.430441150492413) | > grad_norm_1: tensor(363.9099, device='cuda:0') (tensor(376.3189, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8852 (0.8656519482142976) | > loader_time: 0.0104 (0.010566533872368125)  --> TIME: 2025-05-11 19:13:06 -- STEP: 712/725 -- GLOBAL_STEP: 364850 | > loss_disc: 2.212240695953369 (2.195882027403688) | > loss_disc_real_0: 0.13546624779701233 (0.13460321452343063) | > loss_disc_real_1: 0.15700949728488922 (0.18967370425214933) | > loss_disc_real_2: 0.2295524924993515 (0.1893238870824655) | > loss_disc_real_3: 0.19808430969715118 (0.2046943350872966) | > loss_disc_real_4: 0.19898606836795807 (0.19465023503126036) | > loss_disc_real_5: 0.2013615369796753 (0.20725861131056642) | > loss_0: 2.212240695953369 (2.195882027403688) | > grad_norm_0: tensor(21.8878, device='cuda:0') (tensor(21.1230, device='cuda:0')) | > loss_gen: 2.706580877304077 (2.771287164326465) | > loss_kl: 1.7751435041427612 (1.7247224096836675) | > loss_feat: 8.356101036071777 (8.291611305113594) | > loss_mel: 12.80217456817627 (12.985526265722976) | > loss_duration: 1.6510505676269531 (1.6652398079298862) | > amp_scaler: 256.0 (269.6629213483149) | > loss_1: 27.29104995727539 (27.438387013553232) | > grad_norm_1: tensor(403.4709, device='cuda:0') (tensor(372.2207, device='cuda:0')) | > current_lr_0: 0.00018932004383452147 | > current_lr_1: 0.00018932004383452147 | > step_time: 0.8287 (0.8651403982317849) | > loader_time: 0.011 (0.010588097438383653)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.346085548400879 (2.346085548400879) | > loss_disc_real_0: 0.1779017448425293 (0.1779017448425293) | > loss_disc_real_1: 0.1987663209438324 (0.1987663209438324) | > loss_disc_real_2: 0.20367182791233063 (0.20367182791233063) | > loss_disc_real_3: 0.24600937962532043 (0.24600937962532043) | > loss_disc_real_4: 0.27000728249549866 (0.27000728249549866) | > loss_disc_real_5: 0.21100318431854248 (0.21100318431854248) | > loss_0: 2.346085548400879 (2.346085548400879) | > loss_gen: 2.902796506881714 (2.902796506881714) | > loss_kl: 2.0447587966918945 (2.0447587966918945) | > loss_feat: 7.988630771636963 (7.988630771636963) | > loss_mel: 13.126546859741211 (13.126546859741211) | > loss_duration: 1.728060007095337 (1.728060007095337) | > loss_1: 27.79079246520996 (27.79079246520996)  --> STEP: 1 | > loss_disc: 2.1924657821655273 (2.1924657821655273) | > loss_disc_real_0: 0.15994864702224731 (0.15994864702224731) | > loss_disc_real_1: 0.19320443272590637 (0.19320443272590637) | > loss_disc_real_2: 0.1921468824148178 (0.1921468824148178) | > loss_disc_real_3: 0.24518443644046783 (0.24518443644046783) | > loss_disc_real_4: 0.25275927782058716 (0.25275927782058716) | > loss_disc_real_5: 0.19697906076908112 (0.19697906076908112) | > loss_0: 2.1924657821655273 (2.1924657821655273) | > loss_gen: 3.1523149013519287 (3.1523149013519287) | > loss_kl: 2.067556619644165 (2.067556619644165) | > loss_feat: 9.179450035095215 (9.179450035095215) | > loss_mel: 14.60373592376709 (14.60373592376709) | > loss_duration: 1.8388859033584595 (1.8388859033584595) | > loss_1: 30.841943740844727 (30.841943740844727)  --> STEP: 2 | > loss_disc: 2.2640199661254883 (2.228242874145508) | > loss_disc_real_0: 0.1371140480041504 (0.14853134751319885) | > loss_disc_real_1: 0.22548919916152954 (0.20934681594371796) | > loss_disc_real_2: 0.1942998170852661 (0.19322334975004196) | > loss_disc_real_3: 0.25830188393592834 (0.2517431601881981) | > loss_disc_real_4: 0.26166877150535583 (0.2572140246629715) | > loss_disc_real_5: 0.19710403680801392 (0.19704154878854752) | > loss_0: 2.2640199661254883 (2.228242874145508) | > loss_gen: 3.073638916015625 (3.112976908683777) | > loss_kl: 2.087383985519409 (2.077470302581787) | > loss_feat: 8.824918746948242 (9.002184391021729) | > loss_mel: 14.572430610656738 (14.588083267211914) | > loss_duration: 1.8654119968414307 (1.852148950099945) | > loss_1: 30.423784255981445 (30.632863998413086)  --> STEP: 3 | > loss_disc: 2.2672057151794434 (2.2412304878234863) | > loss_disc_real_0: 0.15495087206363678 (0.1506711890300115) | > loss_disc_real_1: 0.2087545543909073 (0.2091493954261144) | > loss_disc_real_2: 0.1994982808828354 (0.1953149934609731) | > loss_disc_real_3: 0.25705209374427795 (0.25351280470689136) | > loss_disc_real_4: 0.2397797852754593 (0.2514026115338008) | > loss_disc_real_5: 0.21399539709091187 (0.2026928315560023) | > loss_0: 2.2672057151794434 (2.2412304878234863) | > loss_gen: 3.0388474464416504 (3.0882670879364014) | > loss_kl: 1.9224425554275513 (2.0257943868637085) | > loss_feat: 8.378055572509766 (8.79414145151774) | > loss_mel: 13.571012496948242 (14.249059677124023) | > loss_duration: 1.8369204998016357 (1.8470728000005086) | > loss_1: 28.747276306152344 (30.004334767659504)  --> STEP: 4 | > loss_disc: 2.3248343467712402 (2.262131452560425) | > loss_disc_real_0: 0.17012210190296173 (0.15553391724824905) | > loss_disc_real_1: 0.2011062502861023 (0.20713860914111137) | > loss_disc_real_2: 0.18830376863479614 (0.19356218725442886) | > loss_disc_real_3: 0.27071431279182434 (0.2578131817281246) | > loss_disc_real_4: 0.2747920751571655 (0.25724997743964195) | > loss_disc_real_5: 0.20535039901733398 (0.20335722342133522) | > loss_0: 2.3248343467712402 (2.262131452560425) | > loss_gen: 3.0085339546203613 (3.0683338046073914) | > loss_kl: 1.9243606328964233 (2.000435948371887) | > loss_feat: 9.375934600830078 (8.939589738845825) | > loss_mel: 14.15018367767334 (14.224340677261353) | > loss_duration: 1.7605863809585571 (1.8254511952400208) | > loss_1: 30.21959686279297 (30.05815029144287) --> EVAL PERFORMANCE | > avg_loader_time: 0.3411782383918762 (+0.00664973258972168) | > avg_loss_disc: 2.262131452560425 (-0.1165691614151001) | > avg_loss_disc_real_0: 0.15553391724824905 (-0.058945585042238235) | > avg_loss_disc_real_1: 0.20713860914111137 (-0.043152693659067154) | > avg_loss_disc_real_2: 0.19356218725442886 (-0.034042973071336746) | > avg_loss_disc_real_3: 0.2578131817281246 (+0.023580186069011688) | > avg_loss_disc_real_4: 0.25724997743964195 (-0.0062995776534080505) | > avg_loss_disc_real_5: 0.20335722342133522 (-0.0028446391224861145) | > avg_loss_0: 2.262131452560425 (-0.1165691614151001) | > avg_loss_gen: 3.0683338046073914 (+0.17583030462265015) | > avg_loss_kl: 2.000435948371887 (+0.004105865955352783) | > avg_loss_feat: 8.939589738845825 (+1.0057073831558228) | > avg_loss_mel: 14.224340677261353 (+0.6921875476837158) | > avg_loss_duration: 1.8254511952400208 (-0.010634124279022217) | > avg_loss_1: 30.05815029144287 (+1.8671960830688477)  > EPOCH: 440/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 19:13:24)   --> TIME: 2025-05-11 19:13:59 -- STEP: 37/725 -- GLOBAL_STEP: 364900 | > loss_disc: 2.180323839187622 (2.2005814281669824) | > loss_disc_real_0: 0.14976099133491516 (0.13351856071401286) | > loss_disc_real_1: 0.17785239219665527 (0.19057350142582044) | > loss_disc_real_2: 0.16964887082576752 (0.18658760995478244) | > loss_disc_real_3: 0.21560224890708923 (0.20336440245847445) | > loss_disc_real_4: 0.171962708234787 (0.19581215003052274) | > loss_disc_real_5: 0.19569705426692963 (0.2115375858706397) | > loss_0: 2.180323839187622 (2.2005814281669824) | > grad_norm_0: tensor(26.2417, device='cuda:0') (tensor(16.9163, device='cuda:0')) | > loss_gen: 2.760624408721924 (2.7823917028066276) | > loss_kl: 1.675132393836975 (1.763066916852384) | > loss_feat: 7.974676132202148 (8.459264239749393) | > loss_mel: 11.660253524780273 (13.239912033081055) | > loss_duration: 1.6625618934631348 (1.6637405898119952) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.733247756958008 (27.908375353426546) | > grad_norm_1: tensor(318.7116, device='cuda:0') (tensor(295.8944, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8782 (0.8630668859224062) | > loader_time: 0.0127 (0.010545363297333589)  --> TIME: 2025-05-11 19:14:43 -- STEP: 87/725 -- GLOBAL_STEP: 364950 | > loss_disc: 2.2125816345214844 (2.2025592765588864) | > loss_disc_real_0: 0.08855917304754257 (0.1365503956531656) | > loss_disc_real_1: 0.17649246752262115 (0.19099585574933853) | > loss_disc_real_2: 0.17021429538726807 (0.1883575256871081) | > loss_disc_real_3: 0.22033794224262238 (0.20360574194754677) | > loss_disc_real_4: 0.20575104653835297 (0.19607633112490863) | > loss_disc_real_5: 0.21962256729602814 (0.20728250995449637) | > loss_0: 2.2125816345214844 (2.2025592765588864) | > grad_norm_0: tensor(19.2553, device='cuda:0') (tensor(19.8769, device='cuda:0')) | > loss_gen: 2.7125067710876465 (2.7854616751616037) | > loss_kl: 1.7078937292099 (1.760155000905881) | > loss_feat: 8.10682201385498 (8.40170432781351) | > loss_mel: 13.046732902526855 (13.084389171381106) | > loss_duration: 1.6448248624801636 (1.6636875100519466) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.218780517578125 (27.69539767298205) | > grad_norm_1: tensor(188.6882, device='cuda:0') (tensor(331.1555, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8411 (0.8639806221271383) | > loader_time: 0.0109 (0.01041503336237765)  --> TIME: 2025-05-11 19:15:27 -- STEP: 137/725 -- GLOBAL_STEP: 365000 | > loss_disc: 2.1286087036132812 (2.199029456089883) | > loss_disc_real_0: 0.0994253158569336 (0.13595234439538342) | > loss_disc_real_1: 0.17523828148841858 (0.1900816459725373) | > loss_disc_real_2: 0.17194558680057526 (0.18777716159820557) | > loss_disc_real_3: 0.18629226088523865 (0.20412953393737765) | > loss_disc_real_4: 0.18135495483875275 (0.1959850698927023) | > loss_disc_real_5: 0.17093399167060852 (0.2068091409049765) | > loss_0: 2.1286087036132812 (2.199029456089883) | > grad_norm_0: tensor(15.3062, device='cuda:0') (tensor(19.1319, device='cuda:0')) | > loss_gen: 2.880190372467041 (2.774306864634048) | > loss_kl: 1.7996950149536133 (1.7483240104939817) | > loss_feat: 8.885498046875 (8.341279889545294) | > loss_mel: 12.571489334106445 (13.039643858471056) | > loss_duration: 1.6573771238327026 (1.664408769050654) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.79425048828125 (27.567963398286025) | > grad_norm_1: tensor(233.0292, device='cuda:0') (tensor(323.7519, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8429 (0.867130655441841) | > loader_time: 0.0094 (0.010423094686800546) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_365000.pth  --> TIME: 2025-05-11 19:16:15 -- STEP: 187/725 -- GLOBAL_STEP: 365050 | > loss_disc: 2.1598548889160156 (2.194226857812647) | > loss_disc_real_0: 0.14307911694049835 (0.13543960133338356) | > loss_disc_real_1: 0.19295944273471832 (0.1897953192499232) | > loss_disc_real_2: 0.17918653786182404 (0.18800679255615574) | > loss_disc_real_3: 0.16755831241607666 (0.20415719698138415) | > loss_disc_real_4: 0.19240090250968933 (0.1949691882426726) | > loss_disc_real_5: 0.19216856360435486 (0.2072021624939964) | > loss_0: 2.1598548889160156 (2.194226857812647) | > grad_norm_0: tensor(26.7637, device='cuda:0') (tensor(19.5686, device='cuda:0')) | > loss_gen: 2.59743595123291 (2.7811005574496677) | > loss_kl: 1.8343451023101807 (1.7414975312941852) | > loss_feat: 8.933002471923828 (8.383730296782625) | > loss_mel: 13.014351844787598 (13.065652745292788) | > loss_duration: 1.6794037818908691 (1.665804622645047) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.05853843688965 (27.63778572286514) | > grad_norm_1: tensor(500.4890, device='cuda:0') (tensor(336.3644, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8847 (0.8671258133362959) | > loader_time: 0.0113 (0.01044248769627535)  --> TIME: 2025-05-11 19:16:59 -- STEP: 237/725 -- GLOBAL_STEP: 365100 | > loss_disc: 1.9845131635665894 (2.1916918482961543) | > loss_disc_real_0: 0.09279802441596985 (0.1344814896897928) | > loss_disc_real_1: 0.20000717043876648 (0.18952053294906132) | > loss_disc_real_2: 0.175532266497612 (0.18750409065168108) | > loss_disc_real_3: 0.21732981503009796 (0.20435739795869917) | > loss_disc_real_4: 0.1726614236831665 (0.1949210590702572) | > loss_disc_real_5: 0.22750309109687805 (0.2074557782979957) | > loss_0: 1.9845131635665894 (2.1916918482961543) | > grad_norm_0: tensor(13.7477, device='cuda:0') (tensor(19.9600, device='cuda:0')) | > loss_gen: 3.162263870239258 (2.7933984939559102) | > loss_kl: 2.006427526473999 (1.7390786323869278) | > loss_feat: 10.085122108459473 (8.426591084476259) | > loss_mel: 15.149898529052734 (13.108422923188675) | > loss_duration: 1.644534707069397 (1.6654091676076255) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.04824447631836 (27.73290030563934) | > grad_norm_1: tensor(208.0300, device='cuda:0') (tensor(344.1485, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8262 (0.8676751897304873) | > loader_time: 0.0096 (0.010390208240299785)  --> TIME: 2025-05-11 19:17:43 -- STEP: 287/725 -- GLOBAL_STEP: 365150 | > loss_disc: 2.0426783561706543 (2.1932675751244144) | > loss_disc_real_0: 0.09275773912668228 (0.1348096380717663) | > loss_disc_real_1: 0.1756429821252823 (0.18982665349797503) | > loss_disc_real_2: 0.17467153072357178 (0.18787203194372326) | > loss_disc_real_3: 0.2095528393983841 (0.20432533448373813) | > loss_disc_real_4: 0.16292718052864075 (0.19479535504500625) | > loss_disc_real_5: 0.20875652134418488 (0.2074154703147735) | > loss_0: 2.0426783561706543 (2.1932675751244144) | > grad_norm_0: tensor(40.4630, device='cuda:0') (tensor(20.6192, device='cuda:0')) | > loss_gen: 2.7878074645996094 (2.787904535021101) | > loss_kl: 1.6584779024124146 (1.73921963437509) | > loss_feat: 9.718545913696289 (8.366629713503741) | > loss_mel: 14.074374198913574 (13.036804976778994) | > loss_duration: 1.683389663696289 (1.6655892254168148) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.92259407043457 (27.596148075542374) | > grad_norm_1: tensor(609.0831, device='cuda:0') (tensor(357.1544, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8334 (0.8669850053687544) | > loader_time: 0.0125 (0.010378197095119992)  --> TIME: 2025-05-11 19:18:27 -- STEP: 337/725 -- GLOBAL_STEP: 365200 | > loss_disc: 2.1315982341766357 (2.1955268039901465) | > loss_disc_real_0: 0.14635546505451202 (0.1357406908397505) | > loss_disc_real_1: 0.18846869468688965 (0.18981654287622654) | > loss_disc_real_2: 0.2019081860780716 (0.1881739823949089) | > loss_disc_real_3: 0.22400407493114471 (0.20439758189354168) | > loss_disc_real_4: 0.18747229874134064 (0.19505607745767709) | > loss_disc_real_5: 0.19246363639831543 (0.20680060903113387) | > loss_0: 2.1315982341766357 (2.1955268039901465) | > grad_norm_0: tensor(30.8958, device='cuda:0') (tensor(20.9343, device='cuda:0')) | > loss_gen: 2.947235584259033 (2.7836843060456693) | > loss_kl: 1.7083011865615845 (1.7345354143165337) | > loss_feat: 9.046609878540039 (8.328427068557508) | > loss_mel: 13.454869270324707 (12.982905336940327) | > loss_duration: 1.647417426109314 (1.6657364541769735) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.804433822631836 (27.495288599846262) | > grad_norm_1: tensor(459.7550, device='cuda:0') (tensor(361.0414, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8921 (0.8674281747121839) | > loader_time: 0.0113 (0.010342660926569807)  --> TIME: 2025-05-11 19:19:11 -- STEP: 387/725 -- GLOBAL_STEP: 365250 | > loss_disc: 2.2723262310028076 (2.1950236854627168) | > loss_disc_real_0: 0.14721283316612244 (0.135414833188519) | > loss_disc_real_1: 0.19182848930358887 (0.18994454373376923) | > loss_disc_real_2: 0.19551870226860046 (0.18806508210432307) | > loss_disc_real_3: 0.19849611818790436 (0.20434749072528316) | > loss_disc_real_4: 0.18712453544139862 (0.19517036768047083) | > loss_disc_real_5: 0.20897530019283295 (0.20702666818171506) | > loss_0: 2.2723262310028076 (2.1950236854627168) | > grad_norm_0: tensor(18.5503, device='cuda:0') (tensor(20.9440, device='cuda:0')) | > loss_gen: 2.5254414081573486 (2.7821498446994375) | > loss_kl: 1.538814902305603 (1.7332913940267043) | > loss_feat: 7.230682373046875 (8.322776637952138) | > loss_mel: 11.068208694458008 (12.988923952561018) | > loss_duration: 1.7341904640197754 (1.6658990078194196) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.09733772277832 (27.493040883263866) | > grad_norm_1: tensor(432.2311, device='cuda:0') (tensor(360.7225, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8838 (0.8670216580077967) | > loader_time: 0.0108 (0.010372734809106625)  --> TIME: 2025-05-11 19:19:55 -- STEP: 437/725 -- GLOBAL_STEP: 365300 | > loss_disc: 2.0944526195526123 (2.195559505194223) | > loss_disc_real_0: 0.12695938348770142 (0.135424548124967) | > loss_disc_real_1: 0.164931520819664 (0.19016176451943825) | > loss_disc_real_2: 0.17018912732601166 (0.18797654070352246) | > loss_disc_real_3: 0.20988278090953827 (0.20483177272897019) | > loss_disc_real_4: 0.1888628900051117 (0.19494674891847227) | > loss_disc_real_5: 0.18754509091377258 (0.2069973024609978) | > loss_0: 2.0944526195526123 (2.195559505194223) | > grad_norm_0: tensor(37.0493, device='cuda:0') (tensor(21.5517, device='cuda:0')) | > loss_gen: 2.8394038677215576 (2.785092494034932) | > loss_kl: 1.6718084812164307 (1.73269486236354) | > loss_feat: 10.022418975830078 (8.33989083575983) | > loss_mel: 13.854901313781738 (13.01554273958883) | > loss_duration: 1.6165859699249268 (1.6657655724671667) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.00511932373047 (27.538986537767485) | > grad_norm_1: tensor(592.9141, device='cuda:0') (tensor(369.0470, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.907 (0.8668452471290082) | > loader_time: 0.0102 (0.01037107070468928)  --> TIME: 2025-05-11 19:20:39 -- STEP: 487/725 -- GLOBAL_STEP: 365350 | > loss_disc: 2.1691651344299316 (2.195716767095689) | > loss_disc_real_0: 0.10582032799720764 (0.135330763869217) | > loss_disc_real_1: 0.16528284549713135 (0.1901254753373731) | > loss_disc_real_2: 0.20580124855041504 (0.18784457491041448) | > loss_disc_real_3: 0.22431965172290802 (0.20478423362027937) | > loss_disc_real_4: 0.18909713625907898 (0.19481850334383874) | > loss_disc_real_5: 0.210102841258049 (0.20701467544146385) | > loss_0: 2.1691651344299316 (2.195716767095689) | > grad_norm_0: tensor(13.9152, device='cuda:0') (tensor(21.7869, device='cuda:0')) | > loss_gen: 2.788177967071533 (2.7833199873107675) | > loss_kl: 1.7003551721572876 (1.7311212115708805) | > loss_feat: 8.558686256408691 (8.330967843410154) | > loss_mel: 13.085770606994629 (13.016398629613482) | > loss_duration: 1.64926016330719 (1.6661078530904938) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.782249450683594 (27.527915551187558) | > grad_norm_1: tensor(248.4657, device='cuda:0') (tensor(370.6512, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8182 (0.8664745824292944) | > loader_time: 0.0095 (0.010351885515561576)  --> TIME: 2025-05-11 19:21:23 -- STEP: 537/725 -- GLOBAL_STEP: 365400 | > loss_disc: 2.355571746826172 (2.196699917427434) | > loss_disc_real_0: 0.13161522150039673 (0.13503261865073293) | > loss_disc_real_1: 0.19784323871135712 (0.1901229611655187) | > loss_disc_real_2: 0.2015213668346405 (0.18789382115200684) | > loss_disc_real_3: 0.2083922028541565 (0.20510419440114078) | > loss_disc_real_4: 0.21288524568080902 (0.19506801598231893) | > loss_disc_real_5: 0.20565453171730042 (0.2074160382179352) | > loss_0: 2.355571746826172 (2.196699917427434) | > grad_norm_0: tensor(19.3094, device='cuda:0') (tensor(21.7606, device='cuda:0')) | > loss_gen: 2.4901926517486572 (2.7808704407299483) | > loss_kl: 1.7425507307052612 (1.7367712139417335) | > loss_feat: 7.294557571411133 (8.333559523747606) | > loss_mel: 11.123290061950684 (13.027539564022582) | > loss_duration: 1.6748557090759277 (1.6663283460411058) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.32544708251953 (27.54506909958254) | > grad_norm_1: tensor(356.8548, device='cuda:0') (tensor(371.6560, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.868 (0.8673033070519872) | > loader_time: 0.0093 (0.01032501581216879)  --> TIME: 2025-05-11 19:22:08 -- STEP: 587/725 -- GLOBAL_STEP: 365450 | > loss_disc: 2.19795560836792 (2.1954096817685964) | > loss_disc_real_0: 0.14266884326934814 (0.1347878153421606) | > loss_disc_real_1: 0.184273824095726 (0.19003520900894466) | > loss_disc_real_2: 0.20813363790512085 (0.1879451753384413) | > loss_disc_real_3: 0.23361694812774658 (0.20489412947245314) | > loss_disc_real_4: 0.20428243279457092 (0.1948573869578478) | > loss_disc_real_5: 0.18430723249912262 (0.20739087604582815) | > loss_0: 2.19795560836792 (2.1954096817685964) | > grad_norm_0: tensor(18.8240, device='cuda:0') (tensor(21.5081, device='cuda:0')) | > loss_gen: 2.8705618381500244 (2.7822193071830026) | > loss_kl: 1.7722135782241821 (1.7385742377991156) | > loss_feat: 8.724772453308105 (8.339350113876828) | > loss_mel: 13.757391929626465 (13.02934691284544) | > loss_duration: 1.6411951780319214 (1.6658654838445042) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.766136169433594 (27.55535606956156) | > grad_norm_1: tensor(470.9624, device='cuda:0') (tensor(371.3351, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8717 (0.8672794601173983) | > loader_time: 0.0097 (0.01030388398308567)  --> TIME: 2025-05-11 19:22:52 -- STEP: 637/725 -- GLOBAL_STEP: 365500 | > loss_disc: 2.175044298171997 (2.1956281624558964) | > loss_disc_real_0: 0.16197647154331207 (0.13487090042893132) | > loss_disc_real_1: 0.1907982975244522 (0.1901650649833155) | > loss_disc_real_2: 0.19976721704006195 (0.18827974894544583) | > loss_disc_real_3: 0.18705597519874573 (0.2048826068639756) | > loss_disc_real_4: 0.1934085488319397 (0.195015136544334) | > loss_disc_real_5: 0.1853288859128952 (0.20710669350305935) | > loss_0: 2.175044298171997 (2.1956281624558964) | > grad_norm_0: tensor(17.9627, device='cuda:0') (tensor(21.7393, device='cuda:0')) | > loss_gen: 2.687103033065796 (2.7830592534231444) | > loss_kl: 1.7139643430709839 (1.7410104497448422) | > loss_feat: 8.35683536529541 (8.340262501355797) | > loss_mel: 12.78785228729248 (13.03975426121447) | > loss_duration: 1.6288583278656006 (1.6657652471278874) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.17461395263672 (27.569851724094637) | > grad_norm_1: tensor(437.7735, device='cuda:0') (tensor(374.1961, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.8605 (0.86739752655688) | > loader_time: 0.0135 (0.01030098587227766)  --> TIME: 2025-05-11 19:23:36 -- STEP: 687/725 -- GLOBAL_STEP: 365550 | > loss_disc: 2.363861560821533 (2.196691926389803) | > loss_disc_real_0: 0.15239113569259644 (0.13511072880055697) | > loss_disc_real_1: 0.2250390201807022 (0.1901041990284316) | > loss_disc_real_2: 0.204255610704422 (0.18849920771007456) | > loss_disc_real_3: 0.2184010148048401 (0.20473517991569895) | > loss_disc_real_4: 0.19635963439941406 (0.19518846846043292) | > loss_disc_real_5: 0.19910800457000732 (0.20703914572838605) | > loss_0: 2.363861560821533 (2.196691926389803) | > grad_norm_0: tensor(23.0012, device='cuda:0') (tensor(21.6880, device='cuda:0')) | > loss_gen: 2.5057668685913086 (2.7810701307077443) | > loss_kl: 1.6807291507720947 (1.742344725600496) | > loss_feat: 6.9748005867004395 (8.326868041981067) | > loss_mel: 12.119217872619629 (13.02561839490999) | > loss_duration: 1.667870283126831 (1.6657015191068478) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.948383331298828 (27.541602835731553) | > grad_norm_1: tensor(376.1247, device='cuda:0') (tensor(373.8613, device='cuda:0')) | > current_lr_0: 0.00018929637882904215 | > current_lr_1: 0.00018929637882904215 | > step_time: 0.878 (0.8669052117082573) | > loader_time: 0.0106 (0.010291230730614808)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2302398681640625 (2.2302398681640625) | > loss_disc_real_0: 0.1495530903339386 (0.1495530903339386) | > loss_disc_real_1: 0.1737363487482071 (0.1737363487482071) | > loss_disc_real_2: 0.26056066155433655 (0.26056066155433655) | > loss_disc_real_3: 0.22500228881835938 (0.22500228881835938) | > loss_disc_real_4: 0.2670472264289856 (0.2670472264289856) | > loss_disc_real_5: 0.20379988849163055 (0.20379988849163055) | > loss_0: 2.2302398681640625 (2.2302398681640625) | > loss_gen: 2.943066358566284 (2.943066358566284) | > loss_kl: 2.089646816253662 (2.089646816253662) | > loss_feat: 9.506791114807129 (9.506791114807129) | > loss_mel: 15.141473770141602 (15.141473770141602) | > loss_duration: 1.7308619022369385 (1.7308619022369385) | > loss_1: 31.41183853149414 (31.41183853149414)  --> STEP: 1 | > loss_disc: 2.2531487941741943 (2.2531487941741943) | > loss_disc_real_0: 0.15061378479003906 (0.15061378479003906) | > loss_disc_real_1: 0.17751263082027435 (0.17751263082027435) | > loss_disc_real_2: 0.24265262484550476 (0.24265262484550476) | > loss_disc_real_3: 0.21385689079761505 (0.21385689079761505) | > loss_disc_real_4: 0.2734141945838928 (0.2734141945838928) | > loss_disc_real_5: 0.20656807720661163 (0.20656807720661163) | > loss_0: 2.2531487941741943 (2.2531487941741943) | > loss_gen: 2.849586248397827 (2.849586248397827) | > loss_kl: 2.2758052349090576 (2.2758052349090576) | > loss_feat: 7.877401828765869 (7.877401828765869) | > loss_mel: 13.860692024230957 (13.860692024230957) | > loss_duration: 1.8536345958709717 (1.8536345958709717) | > loss_1: 28.717119216918945 (28.717119216918945)  --> STEP: 2 | > loss_disc: 2.1615586280822754 (2.207353711128235) | > loss_disc_real_0: 0.12749715149402618 (0.13905546814203262) | > loss_disc_real_1: 0.1681467592716217 (0.17282969504594803) | > loss_disc_real_2: 0.23830938339233398 (0.24048100411891937) | > loss_disc_real_3: 0.22541001439094543 (0.21963345259428024) | > loss_disc_real_4: 0.2861608862876892 (0.279787540435791) | > loss_disc_real_5: 0.18133427202701569 (0.19395117461681366) | > loss_0: 2.1615586280822754 (2.207353711128235) | > loss_gen: 3.0351815223693848 (2.942383885383606) | > loss_kl: 1.7725553512573242 (2.024180293083191) | > loss_feat: 9.46833324432373 (8.6728675365448) | > loss_mel: 15.418783187866211 (14.639737606048584) | > loss_duration: 1.8636245727539062 (1.858629584312439) | > loss_1: 31.5584774017334 (30.137798309326172)  --> STEP: 3 | > loss_disc: 2.308077573776245 (2.240928332010905) | > loss_disc_real_0: 0.1647036075592041 (0.14760484794775644) | > loss_disc_real_1: 0.19042494893074036 (0.17869477967421213) | > loss_disc_real_2: 0.23748283088207245 (0.2394816130399704) | > loss_disc_real_3: 0.22467556595802307 (0.22131415704886118) | > loss_disc_real_4: 0.28832384943962097 (0.282632976770401) | > loss_disc_real_5: 0.21240925788879395 (0.2001038690408071) | > loss_0: 2.308077573776245 (2.240928332010905) | > loss_gen: 2.870326042175293 (2.9183646043141684) | > loss_kl: 1.9762901067733765 (2.008216897646586) | > loss_feat: 7.7741546630859375 (8.37329657872518) | > loss_mel: 12.882157325744629 (14.053877512613932) | > loss_duration: 1.8384180068969727 (1.851892391840617) | > loss_1: 27.341346740722656 (29.205647786458332)  --> STEP: 4 | > loss_disc: 2.47306752204895 (2.2989631295204163) | > loss_disc_real_0: 0.17513464391231537 (0.15448729693889618) | > loss_disc_real_1: 0.19626472890377045 (0.18308726698160172) | > loss_disc_real_2: 0.2585638165473938 (0.24425216391682625) | > loss_disc_real_3: 0.2228904366493225 (0.22170822694897652) | > loss_disc_real_4: 0.2762424647808075 (0.2810353487730026) | > loss_disc_real_5: 0.24742887914180756 (0.2119351215660572) | > loss_0: 2.47306752204895 (2.2989631295204163) | > loss_gen: 2.583174228668213 (2.8345670104026794) | > loss_kl: 2.1095597743988037 (2.0335526168346405) | > loss_feat: 6.807154178619385 (7.9817609786987305) | > loss_mel: 11.611165046691895 (13.443199396133423) | > loss_duration: 1.788607120513916 (1.8360710740089417) | > loss_1: 24.899658203125 (28.129150390625) --> EVAL PERFORMANCE | > avg_loader_time: 0.3274115324020386 (-0.013766705989837646) | > avg_loss_disc: 2.2989631295204163 (+0.036831676959991455) | > avg_loss_disc_real_0: 0.15448729693889618 (-0.0010466203093528748) | > avg_loss_disc_real_1: 0.18308726698160172 (-0.02405134215950966) | > avg_loss_disc_real_2: 0.24425216391682625 (+0.050689976662397385) | > avg_loss_disc_real_3: 0.22170822694897652 (-0.0361049547791481) | > avg_loss_disc_real_4: 0.2810353487730026 (+0.023785371333360672) | > avg_loss_disc_real_5: 0.2119351215660572 (+0.008577898144721985) | > avg_loss_0: 2.2989631295204163 (+0.036831676959991455) | > avg_loss_gen: 2.8345670104026794 (-0.23376679420471191) | > avg_loss_kl: 2.0335526168346405 (+0.033116668462753296) | > avg_loss_feat: 7.9817609786987305 (-0.9578287601470947) | > avg_loss_mel: 13.443199396133423 (-0.7811412811279297) | > avg_loss_duration: 1.8360710740089417 (+0.010619878768920898) | > avg_loss_1: 28.129150390625 (-1.928999900817871)  > EPOCH: 441/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 19:24:16)   --> TIME: 2025-05-11 19:24:28 -- STEP: 12/725 -- GLOBAL_STEP: 365600 | > loss_disc: 2.1877925395965576 (2.165823002656301) | > loss_disc_real_0: 0.09547073394060135 (0.12798127780357996) | > loss_disc_real_1: 0.20392568409442902 (0.19058472787340483) | > loss_disc_real_2: 0.19701005518436432 (0.18446366488933563) | > loss_disc_real_3: 0.18890489637851715 (0.2076090152064959) | > loss_disc_real_4: 0.1913204938173294 (0.19233974566062292) | > loss_disc_real_5: 0.19405466318130493 (0.20995487024386725) | > loss_0: 2.1877925395965576 (2.165823002656301) | > grad_norm_0: tensor(26.5930, device='cuda:0') (tensor(22.7800, device='cuda:0')) | > loss_gen: 2.932103157043457 (2.8149989446004233) | > loss_kl: 1.7931904792785645 (1.7402081886927288) | > loss_feat: 8.91513442993164 (8.52023963133494) | > loss_mel: 13.224759101867676 (13.42917513847351) | > loss_duration: 1.6809239387512207 (1.663277397553126) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.54610824584961 (28.167899290720623) | > grad_norm_1: tensor(421.1180, device='cuda:0') (tensor(379.7585, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8508 (0.852676272392273) | > loader_time: 0.01 (0.011409421761830648)  --> TIME: 2025-05-11 19:25:12 -- STEP: 62/725 -- GLOBAL_STEP: 365650 | > loss_disc: 2.263223648071289 (2.185259042247649) | > loss_disc_real_0: 0.1683356612920761 (0.13346101163375765) | > loss_disc_real_1: 0.20149384438991547 (0.18845707226184108) | > loss_disc_real_2: 0.22711732983589172 (0.1872255730052148) | > loss_disc_real_3: 0.21450640261173248 (0.20442452209611092) | > loss_disc_real_4: 0.2095629721879959 (0.19384821864866442) | > loss_disc_real_5: 0.23423504829406738 (0.20947897169859178) | > loss_0: 2.263223648071289 (2.185259042247649) | > grad_norm_0: tensor(12.7580, device='cuda:0') (tensor(21.1876, device='cuda:0')) | > loss_gen: 2.7067348957061768 (2.7894405780300016) | > loss_kl: 1.7244244813919067 (1.7215635507337508) | > loss_feat: 7.686648368835449 (8.4589133877908) | > loss_mel: 13.010716438293457 (13.161899812759891) | > loss_duration: 1.734734058380127 (1.6593455114672262) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.863258361816406 (27.791163075354792) | > grad_norm_1: tensor(165.3215, device='cuda:0') (tensor(362.6074, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8469 (0.8667726670542071) | > loader_time: 0.0102 (0.010649000444719866)  --> TIME: 2025-05-11 19:25:57 -- STEP: 112/725 -- GLOBAL_STEP: 365700 | > loss_disc: 2.1035046577453613 (2.183421963027546) | > loss_disc_real_0: 0.08783691376447678 (0.13260744438905803) | > loss_disc_real_1: 0.19917771220207214 (0.18864943472934623) | > loss_disc_real_2: 0.18694429099559784 (0.1870168185393725) | > loss_disc_real_3: 0.19272252917289734 (0.20498588175645896) | > loss_disc_real_4: 0.17905110120773315 (0.19356266103152717) | > loss_disc_real_5: 0.21615096926689148 (0.20710872166923114) | > loss_0: 2.1035046577453613 (2.183421963027546) | > grad_norm_0: tensor(25.5427, device='cuda:0') (tensor(21.7889, device='cuda:0')) | > loss_gen: 2.854863166809082 (2.8007132283278873) | > loss_kl: 1.6423743963241577 (1.7310876452497073) | > loss_feat: 9.018881797790527 (8.45153707265854) | > loss_mel: 13.769545555114746 (13.143666854926519) | > loss_duration: 1.6652276515960693 (1.663560437304633) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.950891494750977 (27.790565337453568) | > grad_norm_1: tensor(525.8505, device='cuda:0') (tensor(380.5414, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8489 (0.8685051053762436) | > loader_time: 0.011 (0.010520226189068385)  --> TIME: 2025-05-11 19:26:41 -- STEP: 162/725 -- GLOBAL_STEP: 365750 | > loss_disc: 2.1608734130859375 (2.183872327392485) | > loss_disc_real_0: 0.12217903882265091 (0.13516916486400146) | > loss_disc_real_1: 0.1930464804172516 (0.1879262935232234) | > loss_disc_real_2: 0.1795940399169922 (0.1864435801535477) | > loss_disc_real_3: 0.1790635883808136 (0.2045709726251202) | > loss_disc_real_4: 0.18889285624027252 (0.19421802065622662) | > loss_disc_real_5: 0.20685933530330658 (0.20608934741697194) | > loss_0: 2.1608734130859375 (2.183872327392485) | > grad_norm_0: tensor(10.2932, device='cuda:0') (tensor(22.2711, device='cuda:0')) | > loss_gen: 2.705308437347412 (2.8034526448190955) | > loss_kl: 1.8746063709259033 (1.7258783615665667) | > loss_feat: 8.746028900146484 (8.47015004099151) | > loss_mel: 13.92622184753418 (13.183401555190855) | > loss_duration: 1.615229845046997 (1.6636767586072285) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.867395401000977 (27.846559477441104) | > grad_norm_1: tensor(228.9247, device='cuda:0') (tensor(379.8182, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8472 (0.8703585392163123) | > loader_time: 0.0103 (0.010483660815674582)  --> TIME: 2025-05-11 19:27:26 -- STEP: 212/725 -- GLOBAL_STEP: 365800 | > loss_disc: 2.132629871368408 (2.1884165406227125) | > loss_disc_real_0: 0.12920106947422028 (0.13493788224767966) | > loss_disc_real_1: 0.17213188111782074 (0.1883611459777041) | > loss_disc_real_2: 0.19606706500053406 (0.18762857748090095) | > loss_disc_real_3: 0.19042138755321503 (0.20451374077853166) | > loss_disc_real_4: 0.20380733907222748 (0.19451605310698725) | > loss_disc_real_5: 0.17510922253131866 (0.2064171684378723) | > loss_0: 2.132629871368408 (2.1884165406227125) | > grad_norm_0: tensor(7.8612, device='cuda:0') (tensor(20.7090, device='cuda:0')) | > loss_gen: 2.82892107963562 (2.794178768148963) | > loss_kl: 1.632464051246643 (1.7261016543181436) | > loss_feat: 8.712235450744629 (8.430334001217252) | > loss_mel: 12.714007377624512 (13.125190973281862) | > loss_duration: 1.672279953956604 (1.6644000523495224) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.559907913208008 (27.74020550385961) | > grad_norm_1: tensor(331.4667, device='cuda:0') (tensor(353.5303, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8726 (0.871391441462175) | > loader_time: 0.011 (0.010455526270956363)  --> TIME: 2025-05-11 19:28:10 -- STEP: 262/725 -- GLOBAL_STEP: 365850 | > loss_disc: 2.201996088027954 (2.188376058148975) | > loss_disc_real_0: 0.09959549456834793 (0.13466878417339023) | > loss_disc_real_1: 0.19101305305957794 (0.1885461095180221) | > loss_disc_real_2: 0.16739626228809357 (0.18777805310851745) | > loss_disc_real_3: 0.22518929839134216 (0.20416190947285134) | > loss_disc_real_4: 0.1854735016822815 (0.19411449896470281) | > loss_disc_real_5: 0.2220824956893921 (0.20719109003552955) | > loss_0: 2.201996088027954 (2.188376058148975) | > grad_norm_0: tensor(22.7464, device='cuda:0') (tensor(20.9928, device='cuda:0')) | > loss_gen: 3.0395922660827637 (2.7956227783028416) | > loss_kl: 1.611417531967163 (1.7246657364241038) | > loss_feat: 9.768991470336914 (8.438665513773909) | > loss_mel: 13.566389083862305 (13.133199236775175) | > loss_duration: 1.6611944437026978 (1.6656392812728882) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.647584915161133 (27.757792647558315) | > grad_norm_1: tensor(521.1561, device='cuda:0') (tensor(353.0854, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.911 (0.869884587426222) | > loader_time: 0.0101 (0.010403601267865596)  --> TIME: 2025-05-11 19:28:54 -- STEP: 312/725 -- GLOBAL_STEP: 365900 | > loss_disc: 2.303865432739258 (2.191795558501513) | > loss_disc_real_0: 0.14078980684280396 (0.13513864629352695) | > loss_disc_real_1: 0.18932050466537476 (0.18891309660214647) | > loss_disc_real_2: 0.19597220420837402 (0.18804622527498469) | > loss_disc_real_3: 0.23392760753631592 (0.2044919693412689) | > loss_disc_real_4: 0.19669760763645172 (0.1943930323498371) | > loss_disc_real_5: 0.21895359456539154 (0.2069287191694363) | > loss_0: 2.303865432739258 (2.191795558501513) | > grad_norm_0: tensor(15.9018, device='cuda:0') (tensor(21.2658, device='cuda:0')) | > loss_gen: 2.6383702754974365 (2.7891185054412264) | > loss_kl: 1.6603329181671143 (1.7155223752443607) | > loss_feat: 7.48811674118042 (8.381268865022905) | > loss_mel: 11.355975151062012 (13.063996587044153) | > loss_duration: 1.6623899936676025 (1.6649435777694752) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.805185317993164 (27.614850007570706) | > grad_norm_1: tensor(331.3960, device='cuda:0') (tensor(357.2091, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8703 (0.8698174770061785) | > loader_time: 0.0114 (0.010397188174418913)  --> TIME: 2025-05-11 19:29:38 -- STEP: 362/725 -- GLOBAL_STEP: 365950 | > loss_disc: 2.038498878479004 (2.192759287950084) | > loss_disc_real_0: 0.12251569330692291 (0.13527190924020097) | > loss_disc_real_1: 0.1790350377559662 (0.1891354939473269) | > loss_disc_real_2: 0.22154676914215088 (0.1882413351157093) | > loss_disc_real_3: 0.1856628954410553 (0.20454370642070613) | > loss_disc_real_4: 0.20365594327449799 (0.19452115646383378) | > loss_disc_real_5: 0.18398192524909973 (0.20682714237363295) | > loss_0: 2.038498878479004 (2.192759287950084) | > grad_norm_0: tensor(33.7394, device='cuda:0') (tensor(21.2892, device='cuda:0')) | > loss_gen: 3.044342279434204 (2.786768846090329) | > loss_kl: 1.70421302318573 (1.7090204282360182) | > loss_feat: 9.595333099365234 (8.36910348307362) | > loss_mel: 14.375088691711426 (13.041984141860878) | > loss_duration: 1.6224530935287476 (1.6643215513361094) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.3414306640625 (27.5711985635494) | > grad_norm_1: tensor(531.7357, device='cuda:0') (tensor(359.9033, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8445 (0.8699547934927333) | > loader_time: 0.0112 (0.010381092024112935)  --> TIME: 2025-05-11 19:30:22 -- STEP: 412/725 -- GLOBAL_STEP: 366000 | > loss_disc: 2.2122385501861572 (2.1916969204411934) | > loss_disc_real_0: 0.12034779042005539 (0.13477219272296392) | > loss_disc_real_1: 0.2214251607656479 (0.18925541599543355) | > loss_disc_real_2: 0.18628369271755219 (0.1879222631020453) | > loss_disc_real_3: 0.20091666281223297 (0.20452561345204567) | > loss_disc_real_4: 0.1994885802268982 (0.19450150151709905) | > loss_disc_real_5: 0.19244886934757233 (0.20667878006702484) | > loss_0: 2.2122385501861572 (2.1916969204411934) | > grad_norm_0: tensor(13.0621, device='cuda:0') (tensor(21.1979, device='cuda:0')) | > loss_gen: 2.729149341583252 (2.787717557647855) | > loss_kl: 1.6006553173065186 (1.708790456496396) | > loss_feat: 7.808089733123779 (8.381056679105287) | > loss_mel: 12.463130950927734 (13.059642622771772) | > loss_duration: 1.6933823823928833 (1.6648787196400097) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.29440689086914 (27.602086132012523) | > grad_norm_1: tensor(311.7077, device='cuda:0') (tensor(360.5377, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8822 (0.8700586158095053) | > loader_time: 0.01 (0.01038224430917536) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_366000.pth  --> TIME: 2025-05-11 19:31:09 -- STEP: 462/725 -- GLOBAL_STEP: 366050 | > loss_disc: 2.203359603881836 (2.1924444963405665) | > loss_disc_real_0: 0.11348985880613327 (0.13458658043633795) | > loss_disc_real_1: 0.18997012078762054 (0.18937602384394903) | > loss_disc_real_2: 0.18730038404464722 (0.1877893642300651) | > loss_disc_real_3: 0.16839872300624847 (0.20450172421736118) | > loss_disc_real_4: 0.1768558770418167 (0.1944294940535124) | > loss_disc_real_5: 0.17451369762420654 (0.20715130917179633) | > loss_0: 2.203359603881836 (2.1924444963405665) | > grad_norm_0: tensor(17.0312, device='cuda:0') (tensor(21.1214, device='cuda:0')) | > loss_gen: 2.7382519245147705 (2.783608013417299) | > loss_kl: 1.6284927129745483 (1.7080280468577431) | > loss_feat: 8.106788635253906 (8.361513814884855) | > loss_mel: 11.894974708557129 (13.039356388570942) | > loss_duration: 1.6926219463348389 (1.6650416089858844) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.06113052368164 (27.557547982120926) | > grad_norm_1: tensor(459.8952, device='cuda:0') (tensor(362.2824, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8132 (0.8705617256494826) | > loader_time: 0.0099 (0.010370161626246066)  --> TIME: 2025-05-11 19:31:54 -- STEP: 512/725 -- GLOBAL_STEP: 366100 | > loss_disc: 2.164008140563965 (2.192856123670936) | > loss_disc_real_0: 0.09485892206430435 (0.13498156217974605) | > loss_disc_real_1: 0.1742808222770691 (0.18936661435873253) | > loss_disc_real_2: 0.17945502698421478 (0.1879464185913093) | > loss_disc_real_3: 0.20838254690170288 (0.20447848868207075) | > loss_disc_real_4: 0.15727531909942627 (0.19440220767864955) | > loss_disc_real_5: 0.2353777289390564 (0.20667946265893986) | > loss_0: 2.164008140563965 (2.192856123670936) | > grad_norm_0: tensor(17.1504, device='cuda:0') (tensor(21.5761, device='cuda:0')) | > loss_gen: 2.8571584224700928 (2.7850490147247924) | > loss_kl: 1.576313853263855 (1.7057692606467754) | > loss_feat: 8.634038925170898 (8.360228053294112) | > loss_mel: 12.911969184875488 (13.02748547308147) | > loss_duration: 1.6173348426818848 (1.665665295906365) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.59681510925293 (27.54419719055295) | > grad_norm_1: tensor(405.3896, device='cuda:0') (tensor(369.3180, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8531 (0.8701847004704176) | > loader_time: 0.0103 (0.010396744124591349)  --> TIME: 2025-05-11 19:32:37 -- STEP: 562/725 -- GLOBAL_STEP: 366150 | > loss_disc: 2.0571022033691406 (2.1934503537480103) | > loss_disc_real_0: 0.10016043484210968 (0.13464914038247053) | > loss_disc_real_1: 0.18235696852207184 (0.18968054636305343) | > loss_disc_real_2: 0.17809180915355682 (0.18803630337066074) | > loss_disc_real_3: 0.2198459506034851 (0.20478768429297992) | > loss_disc_real_4: 0.18287688493728638 (0.19449753902879044) | > loss_disc_real_5: 0.25608348846435547 (0.20695176720619207) | > loss_0: 2.0571022033691406 (2.1934503537480103) | > grad_norm_0: tensor(20.7583, device='cuda:0') (tensor(21.7314, device='cuda:0')) | > loss_gen: 3.096515655517578 (2.7844193512010427) | > loss_kl: 1.682275414466858 (1.7043223026808472) | > loss_feat: 9.793440818786621 (8.35498723271053) | > loss_mel: 14.42404842376709 (13.029872649929281) | > loss_duration: 1.6297143697738647 (1.6656736786679442) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.625995635986328 (27.539275291551462) | > grad_norm_1: tensor(406.6283, device='cuda:0') (tensor(371.5995, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.9122 (0.8693849107124624) | > loader_time: 0.0108 (0.01037530330576506)  --> TIME: 2025-05-11 19:33:22 -- STEP: 612/725 -- GLOBAL_STEP: 366200 | > loss_disc: 2.2060937881469727 (2.194241117807777) | > loss_disc_real_0: 0.14661790430545807 (0.13459102246983376) | > loss_disc_real_1: 0.18951459228992462 (0.18978261898935236) | > loss_disc_real_2: 0.21441565454006195 (0.18802789133650794) | > loss_disc_real_3: 0.20597653090953827 (0.20476280447412157) | > loss_disc_real_4: 0.19216015934944153 (0.19447540245901515) | > loss_disc_real_5: 0.2216273993253708 (0.20723311057667337) | > loss_0: 2.2060937881469727 (2.194241117807777) | > grad_norm_0: tensor(41.1851, device='cuda:0') (tensor(21.6022, device='cuda:0')) | > loss_gen: 2.740004539489746 (2.781769641474183) | > loss_kl: 1.6954201459884644 (1.7057294983879414) | > loss_feat: 8.575836181640625 (8.347869917458166) | > loss_mel: 13.682685852050781 (13.02401381380418) | > loss_duration: 1.5874963998794556 (1.665150669275546) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.281442642211914 (27.524533592797578) | > grad_norm_1: tensor(474.2348, device='cuda:0') (tensor(370.4605, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8396 (0.8693890743006285) | > loader_time: 0.0098 (0.01039217928655786)  --> TIME: 2025-05-11 19:34:05 -- STEP: 662/725 -- GLOBAL_STEP: 366250 | > loss_disc: 2.380812644958496 (2.1951207698652033) | > loss_disc_real_0: 0.20093898475170135 (0.13465286228591938) | > loss_disc_real_1: 0.21179743111133575 (0.1897526599264218) | > loss_disc_real_2: 0.1907074898481369 (0.1880577158216622) | > loss_disc_real_3: 0.2321794629096985 (0.2049472583204597) | > loss_disc_real_4: 0.2391635775566101 (0.19446883152528824) | > loss_disc_real_5: 0.1928413063287735 (0.20729854702949532) | > loss_0: 2.380812644958496 (2.1951207698652033) | > grad_norm_0: tensor(24.4613, device='cuda:0') (tensor(21.3863, device='cuda:0')) | > loss_gen: 2.617678165435791 (2.779958591000191) | > loss_kl: 1.8393914699554443 (1.7081452156121637) | > loss_feat: 7.213648796081543 (8.338489958886994) | > loss_mel: 11.031150817871094 (13.021150486706967) | > loss_duration: 1.6697412729263306 (1.665318144592274) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.37160873413086 (27.513062462705864) | > grad_norm_1: tensor(156.6711, device='cuda:0') (tensor(368.1992, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8846 (0.8688296198484757) | > loader_time: 0.0103 (0.01035704641543846)  --> TIME: 2025-05-11 19:34:49 -- STEP: 712/725 -- GLOBAL_STEP: 366300 | > loss_disc: 2.0884435176849365 (2.1961264772696434) | > loss_disc_real_0: 0.0871737077832222 (0.1347467400803325) | > loss_disc_real_1: 0.17860183119773865 (0.18979148583465746) | > loss_disc_real_2: 0.201028972864151 (0.18828020008343652) | > loss_disc_real_3: 0.23010823130607605 (0.2048375179384196) | > loss_disc_real_4: 0.17811354994773865 (0.1944515495404098) | > loss_disc_real_5: 0.20789968967437744 (0.2074476321217385) | > loss_0: 2.0884435176849365 (2.1961264772696434) | > grad_norm_0: tensor(19.2461, device='cuda:0') (tensor(21.3224, device='cuda:0')) | > loss_gen: 2.947868824005127 (2.776686243461759) | > loss_kl: 1.7634637355804443 (1.7069252684210123) | > loss_feat: 8.822093963623047 (8.322645868478178) | > loss_mel: 12.932982444763184 (13.011377105552159) | > loss_duration: 1.628738284111023 (1.6649600515204872) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.09514617919922 (27.48259458916911) | > grad_norm_1: tensor(517.7603, device='cuda:0') (tensor(367.0782, device='cuda:0')) | > current_lr_0: 0.00018927271678168851 | > current_lr_1: 0.00018927271678168851 | > step_time: 0.8342 (0.8686549151211639) | > loader_time: 0.0097 (0.010338576991906311)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.333657741546631 (2.333657741546631) | > loss_disc_real_0: 0.2204492688179016 (0.2204492688179016) | > loss_disc_real_1: 0.19215166568756104 (0.19215166568756104) | > loss_disc_real_2: 0.18441061675548553 (0.18441061675548553) | > loss_disc_real_3: 0.20704145729541779 (0.20704145729541779) | > loss_disc_real_4: 0.21298331022262573 (0.21298331022262573) | > loss_disc_real_5: 0.2736213505268097 (0.2736213505268097) | > loss_0: 2.333657741546631 (2.333657741546631) | > loss_gen: 2.80915904045105 (2.80915904045105) | > loss_kl: 2.124025583267212 (2.124025583267212) | > loss_feat: 7.592029571533203 (7.592029571533203) | > loss_mel: 12.675604820251465 (12.675604820251465) | > loss_duration: 1.7328319549560547 (1.7328319549560547) | > loss_1: 26.93364906311035 (26.93364906311035)  --> STEP: 1 | > loss_disc: 2.2720258235931396 (2.2720258235931396) | > loss_disc_real_0: 0.21153903007507324 (0.21153903007507324) | > loss_disc_real_1: 0.18357864022254944 (0.18357864022254944) | > loss_disc_real_2: 0.1867283135652542 (0.1867283135652542) | > loss_disc_real_3: 0.21268536150455475 (0.21268536150455475) | > loss_disc_real_4: 0.21249812841415405 (0.21249812841415405) | > loss_disc_real_5: 0.21656762063503265 (0.21656762063503265) | > loss_0: 2.2720258235931396 (2.2720258235931396) | > loss_gen: 2.8457486629486084 (2.8457486629486084) | > loss_kl: 2.134763717651367 (2.134763717651367) | > loss_feat: 8.916427612304688 (8.916427612304688) | > loss_mel: 13.763201713562012 (13.763201713562012) | > loss_duration: 1.8271501064300537 (1.8271501064300537) | > loss_1: 29.48729133605957 (29.48729133605957)  --> STEP: 2 | > loss_disc: 2.3541741371154785 (2.313099980354309) | > loss_disc_real_0: 0.21774537861347198 (0.2146422043442726) | > loss_disc_real_1: 0.18100963532924652 (0.18229413777589798) | > loss_disc_real_2: 0.18060019612312317 (0.1836642548441887) | > loss_disc_real_3: 0.22458739578723907 (0.2186363786458969) | > loss_disc_real_4: 0.23047423362731934 (0.2214861810207367) | > loss_disc_real_5: 0.25267472863197327 (0.23462117463350296) | > loss_0: 2.3541741371154785 (2.313099980354309) | > loss_gen: 2.8266539573669434 (2.836201310157776) | > loss_kl: 1.8330668210983276 (1.9839152693748474) | > loss_feat: 8.321416854858398 (8.618922233581543) | > loss_mel: 13.712614059448242 (13.737907886505127) | > loss_duration: 1.8767677545547485 (1.8519589304924011) | > loss_1: 28.570520401000977 (29.028905868530273)  --> STEP: 3 | > loss_disc: 2.271324872970581 (2.299174944559733) | > loss_disc_real_0: 0.20766538381576538 (0.21231659750143686) | > loss_disc_real_1: 0.19032052159309387 (0.1849695990482966) | > loss_disc_real_2: 0.17139770090579987 (0.17957540353139242) | > loss_disc_real_3: 0.19293144345283508 (0.2100680669148763) | > loss_disc_real_4: 0.22521257400512695 (0.22272831201553345) | > loss_disc_real_5: 0.24644838273525238 (0.2385635773340861) | > loss_0: 2.271324872970581 (2.299174944559733) | > loss_gen: 2.8934619426727295 (2.8552881876627603) | > loss_kl: 1.9986056089401245 (1.9888120492299397) | > loss_feat: 8.611552238464355 (8.61646556854248) | > loss_mel: 14.02786636352539 (13.834560712178549) | > loss_duration: 1.8389021158218384 (1.8476066589355469) | > loss_1: 29.370386123657227 (29.142732620239258)  --> STEP: 4 | > loss_disc: 2.312215805053711 (2.3024351596832275) | > loss_disc_real_0: 0.2001849114894867 (0.20928367599844933) | > loss_disc_real_1: 0.1949334591627121 (0.18746056407690048) | > loss_disc_real_2: 0.18372689187526703 (0.18061327561736107) | > loss_disc_real_3: 0.20754386484622955 (0.20943701639771461) | > loss_disc_real_4: 0.23529241979122162 (0.2258693389594555) | > loss_disc_real_5: 0.22681167721748352 (0.23562560230493546) | > loss_0: 2.312215805053711 (2.3024351596832275) | > loss_gen: 2.737328290939331 (2.825798213481903) | > loss_kl: 1.9844845533370972 (1.9877301752567291) | > loss_feat: 7.7626752853393555 (8.4030179977417) | > loss_mel: 13.214192390441895 (13.679468631744385) | > loss_duration: 1.7726328372955322 (1.8288632035255432) | > loss_1: 27.4713134765625 (28.72487783432007) --> EVAL PERFORMANCE | > avg_loader_time: 0.3299449682235718 (+0.002533435821533203) | > avg_loss_disc: 2.3024351596832275 (+0.0034720301628112793) | > avg_loss_disc_real_0: 0.20928367599844933 (+0.054796379059553146) | > avg_loss_disc_real_1: 0.18746056407690048 (+0.004373297095298767) | > avg_loss_disc_real_2: 0.18061327561736107 (-0.06363888829946518) | > avg_loss_disc_real_3: 0.20943701639771461 (-0.012271210551261902) | > avg_loss_disc_real_4: 0.2258693389594555 (-0.055166009813547134) | > avg_loss_disc_real_5: 0.23562560230493546 (+0.02369048073887825) | > avg_loss_0: 2.3024351596832275 (+0.0034720301628112793) | > avg_loss_gen: 2.825798213481903 (-0.008768796920776367) | > avg_loss_kl: 1.9877301752567291 (-0.04582244157791138) | > avg_loss_feat: 8.4030179977417 (+0.42125701904296875) | > avg_loss_mel: 13.679468631744385 (+0.23626923561096191) | > avg_loss_duration: 1.8288632035255432 (-0.0072078704833984375) | > avg_loss_1: 28.72487783432007 (+0.5957274436950684)  > EPOCH: 442/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 19:35:07)   --> TIME: 2025-05-11 19:35:42 -- STEP: 37/725 -- GLOBAL_STEP: 366350 | > loss_disc: 2.1196177005767822 (2.198167378837998) | > loss_disc_real_0: 0.11713030934333801 (0.13978739163360077) | > loss_disc_real_1: 0.18252818286418915 (0.19097593990532127) | > loss_disc_real_2: 0.17884273827075958 (0.1905447868881999) | > loss_disc_real_3: 0.20863178372383118 (0.2071523368358612) | > loss_disc_real_4: 0.20436353981494904 (0.19478093732047724) | > loss_disc_real_5: 0.1758909672498703 (0.2007691586339796) | > loss_0: 2.1196177005767822 (2.198167378837998) | > grad_norm_0: tensor(16.5147, device='cuda:0') (tensor(23.7362, device='cuda:0')) | > loss_gen: 3.0423169136047363 (2.7874860054737813) | > loss_kl: 1.6172776222229004 (1.6906545709919285) | > loss_feat: 9.0684175491333 (8.447307264482655) | > loss_mel: 13.261761665344238 (13.0626923844621) | > loss_duration: 1.6726586818695068 (1.663561402140437) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.662431716918945 (27.65170174676019) | > grad_norm_1: tensor(453.3684, device='cuda:0') (tensor(429.0508, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8654 (0.8672851356300147) | > loader_time: 0.0104 (0.012900352478027344)  --> TIME: 2025-05-11 19:36:27 -- STEP: 87/725 -- GLOBAL_STEP: 366400 | > loss_disc: 2.231290817260742 (2.2019603348326404) | > loss_disc_real_0: 0.10968945920467377 (0.13678121763741832) | > loss_disc_real_1: 0.18717247247695923 (0.19060235479097257) | > loss_disc_real_2: 0.1805468499660492 (0.18886581457209317) | > loss_disc_real_3: 0.20060068368911743 (0.20650479951124082) | > loss_disc_real_4: 0.2337755560874939 (0.19558375491493055) | > loss_disc_real_5: 0.22011947631835938 (0.20694750770070092) | > loss_0: 2.231290817260742 (2.2019603348326404) | > grad_norm_0: tensor(14.2335, device='cuda:0') (tensor(25.0658, device='cuda:0')) | > loss_gen: 2.8150782585144043 (2.793178785806415) | > loss_kl: 1.6474943161010742 (1.6986772918153084) | > loss_feat: 7.957903861999512 (8.488105669788927) | > loss_mel: 12.353998184204102 (13.080448830264737) | > loss_duration: 1.6491761207580566 (1.6653776771720799) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.42365074157715 (27.725788313767005) | > grad_norm_1: tensor(201.1953, device='cuda:0') (tensor(413.6450, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8412 (0.8680726988562222) | > loader_time: 0.01 (0.011516529938270306)  --> TIME: 2025-05-11 19:37:11 -- STEP: 137/725 -- GLOBAL_STEP: 366450 | > loss_disc: 2.115414619445801 (2.193652691632291) | > loss_disc_real_0: 0.15533027052879333 (0.13520770215422565) | > loss_disc_real_1: 0.18684235215187073 (0.1900495657303037) | > loss_disc_real_2: 0.1609254628419876 (0.18779973935906905) | > loss_disc_real_3: 0.19402919709682465 (0.20553461174025153) | > loss_disc_real_4: 0.1811659038066864 (0.19435301227291138) | > loss_disc_real_5: 0.1740066409111023 (0.2074938312064122) | > loss_0: 2.115414619445801 (2.193652691632291) | > grad_norm_0: tensor(42.6397, device='cuda:0') (tensor(23.9531, device='cuda:0')) | > loss_gen: 2.7852985858917236 (2.786889211974875) | > loss_kl: 1.7678574323654175 (1.705093164513581) | > loss_feat: 8.79507827758789 (8.471948286042595) | > loss_mel: 12.955574035644531 (13.066469255155019) | > loss_duration: 1.6407527923583984 (1.6660148514448292) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.944561004638672 (27.69641476652048) | > grad_norm_1: tensor(440.8034, device='cuda:0') (tensor(404.9581, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8361 (0.867350623555427) | > loader_time: 0.0093 (0.010978832732151896)  --> TIME: 2025-05-11 19:37:55 -- STEP: 187/725 -- GLOBAL_STEP: 366500 | > loss_disc: 2.3331384658813477 (2.19297436533127) | > loss_disc_real_0: 0.16470059752464294 (0.13494341852352576) | > loss_disc_real_1: 0.19890828430652618 (0.1895329402411047) | > loss_disc_real_2: 0.16951991617679596 (0.18798937349714698) | > loss_disc_real_3: 0.21010084450244904 (0.20527508026138347) | > loss_disc_real_4: 0.18935708701610565 (0.19417684991410708) | > loss_disc_real_5: 0.21672023832798004 (0.20778367720185753) | > loss_0: 2.3331384658813477 (2.19297436533127) | > grad_norm_0: tensor(37.4069, device='cuda:0') (tensor(23.3909, device='cuda:0')) | > loss_gen: 2.548192262649536 (2.7863073068506576) | > loss_kl: 1.9540146589279175 (1.7105641027185368) | > loss_feat: 7.3001837730407715 (8.460417242611152) | > loss_mel: 11.83330249786377 (13.082775411758826) | > loss_duration: 1.6921632289886475 (1.6667011026392646) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.327857971191406 (27.706765149366415) | > grad_norm_1: tensor(329.7138, device='cuda:0') (tensor(403.1844, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8629 (0.8669993596918443) | > loader_time: 0.011 (0.010835126122051387)  --> TIME: 2025-05-11 19:38:39 -- STEP: 237/725 -- GLOBAL_STEP: 366550 | > loss_disc: 2.1411051750183105 (2.196463328876573) | > loss_disc_real_0: 0.1233648955821991 (0.13486960030431983) | > loss_disc_real_1: 0.16475826501846313 (0.18949877536749532) | > loss_disc_real_2: 0.1963849663734436 (0.18836806180104929) | > loss_disc_real_3: 0.2070390284061432 (0.20476114422963138) | > loss_disc_real_4: 0.20941708981990814 (0.19456489044654218) | > loss_disc_real_5: 0.21831627190113068 (0.20849536786854014) | > loss_0: 2.1411051750183105 (2.196463328876573) | > grad_norm_0: tensor(20.8683, device='cuda:0') (tensor(22.6799, device='cuda:0')) | > loss_gen: 2.9408230781555176 (2.780899795298838) | > loss_kl: 1.9165115356445312 (1.7240076598235827) | > loss_feat: 7.850318431854248 (8.414794525516685) | > loss_mel: 12.757685661315918 (13.040999718356229) | > loss_duration: 1.6675466299057007 (1.6664459081641732) | > amp_scaler: 512.0 (295.9662447257384) | > loss_1: 27.13288688659668 (27.62714763432113) | > grad_norm_1: tensor(368.0687, device='cuda:0') (tensor(389.9579, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8216 (0.8672419892081732) | > loader_time: 0.0094 (0.010685698392521988)  --> TIME: 2025-05-11 19:39:23 -- STEP: 287/725 -- GLOBAL_STEP: 366600 | > loss_disc: 2.1709022521972656 (2.2024122842097507) | > loss_disc_real_0: 0.15802335739135742 (0.13584823288568632) | > loss_disc_real_1: 0.18968930840492249 (0.18984642458709688) | > loss_disc_real_2: 0.21683181822299957 (0.18877018105485294) | > loss_disc_real_3: 0.1551070362329483 (0.20518207378711428) | > loss_disc_real_4: 0.16721591353416443 (0.19477190549780685) | > loss_disc_real_5: 0.2020048052072525 (0.20961187592989886) | > loss_0: 2.1709022521972656 (2.2024122842097507) | > grad_norm_0: tensor(22.3402, device='cuda:0') (tensor(22.6315, device='cuda:0')) | > loss_gen: 2.8155956268310547 (2.773495713177459) | > loss_kl: 1.6360325813293457 (1.7230210304260258) | > loss_feat: 8.654645919799805 (8.352771049592555) | > loss_mel: 13.720863342285156 (13.00177138856894) | > loss_duration: 1.6815810203552246 (1.666863684039498) | > amp_scaler: 512.0 (333.60278745644587) | > loss_1: 28.508718490600586 (27.51792288324974) | > grad_norm_1: tensor(162.0405, device='cuda:0') (tensor(381.2742, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8362 (0.8665344067151538) | > loader_time: 0.0098 (0.010583729694113917)  --> TIME: 2025-05-11 19:40:07 -- STEP: 337/725 -- GLOBAL_STEP: 366650 | > loss_disc: 2.2323079109191895 (2.2069001187202817) | > loss_disc_real_0: 0.1537761688232422 (0.13687127280306027) | > loss_disc_real_1: 0.18568572402000427 (0.18989049450933762) | > loss_disc_real_2: 0.1994924247264862 (0.1890873834269689) | > loss_disc_real_3: 0.21689286828041077 (0.2056501235823956) | > loss_disc_real_4: 0.19541603326797485 (0.1953252223195945) | > loss_disc_real_5: 0.23374509811401367 (0.20951867187589132) | > loss_0: 2.2323079109191895 (2.2069001187202817) | > grad_norm_0: tensor(18.8013, device='cuda:0') (tensor(22.5151, device='cuda:0')) | > loss_gen: 2.586026430130005 (2.7657641466010587) | > loss_kl: 1.7414823770523071 (1.7248814183809638) | > loss_feat: 7.768686294555664 (8.298341203514125) | > loss_mel: 12.508295059204102 (12.952936755443538) | > loss_duration: 1.6458683013916016 (1.6664381805442559) | > amp_scaler: 512.0 (360.0712166172103) | > loss_1: 26.25035858154297 (27.408361689626993) | > grad_norm_1: tensor(96.5670, device='cuda:0') (tensor(377.8059, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8978 (0.8657751514932875) | > loader_time: 0.0101 (0.010557862346886888)  --> TIME: 2025-05-11 19:40:51 -- STEP: 387/725 -- GLOBAL_STEP: 366700 | > loss_disc: 2.2162017822265625 (2.208494971272865) | > loss_disc_real_0: 0.15173406898975372 (0.1365692338470648) | > loss_disc_real_1: 0.19650466740131378 (0.18999118209655286) | > loss_disc_real_2: 0.19778740406036377 (0.18953500214473207) | > loss_disc_real_3: 0.22717823088169098 (0.20552238556303712) | > loss_disc_real_4: 0.19050557911396027 (0.19554906613758988) | > loss_disc_real_5: 0.2569318413734436 (0.20956429900741078) | > loss_0: 2.2162017822265625 (2.208494971272865) | > grad_norm_0: tensor(23.0740, device='cuda:0') (tensor(22.0101, device='cuda:0')) | > loss_gen: 2.766913414001465 (2.7600456085007936) | > loss_kl: 1.6913070678710938 (1.7261618003056647) | > loss_feat: 7.506929874420166 (8.269100396208067) | > loss_mel: 11.966174125671387 (12.950586730503606) | > loss_duration: 1.7366600036621094 (1.6663834389482046) | > amp_scaler: 512.0 (379.70025839793254) | > loss_1: 25.667984008789062 (27.372277947359308) | > grad_norm_1: tensor(288.3934, device='cuda:0') (tensor(370.7841, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8866 (0.8663194253463153) | > loader_time: 0.0135 (0.010514124419338026)  --> TIME: 2025-05-11 19:41:35 -- STEP: 437/725 -- GLOBAL_STEP: 366750 | > loss_disc: 2.2196991443634033 (2.208555040970547) | > loss_disc_real_0: 0.12482620030641556 (0.13703273947710837) | > loss_disc_real_1: 0.19835300743579865 (0.19003524929626042) | > loss_disc_real_2: 0.19964829087257385 (0.18927956462861187) | > loss_disc_real_3: 0.20256094634532928 (0.2054218630086911) | > loss_disc_real_4: 0.18562643229961395 (0.19563545105931965) | > loss_disc_real_5: 0.20270240306854248 (0.20925744696258128) | > loss_0: 2.2196991443634033 (2.208555040970547) | > grad_norm_0: tensor(31.6749, device='cuda:0') (tensor(22.3384, device='cuda:0')) | > loss_gen: 2.6257853507995605 (2.7618585538536786) | > loss_kl: 1.6859755516052246 (1.7216572807909967) | > loss_feat: 8.681556701660156 (8.26663802362962) | > loss_mel: 13.49524211883545 (12.951295333268714) | > loss_duration: 1.6352455615997314 (1.6661693547901353) | > amp_scaler: 256.0 (385.46453089244824) | > loss_1: 28.12380599975586 (27.367618534603164) | > grad_norm_1: tensor(564.7617, device='cuda:0') (tensor(375.8116, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.9008 (0.8655287281053835) | > loader_time: 0.0112 (0.010496152074713463)  --> TIME: 2025-05-11 19:42:19 -- STEP: 487/725 -- GLOBAL_STEP: 366800 | > loss_disc: 2.1993095874786377 (2.207919246117439) | > loss_disc_real_0: 0.14294590055942535 (0.13672132358658703) | > loss_disc_real_1: 0.1960625946521759 (0.190174895635131) | > loss_disc_real_2: 0.1949053853750229 (0.18948113324705812) | > loss_disc_real_3: 0.18539290130138397 (0.2052815355192219) | > loss_disc_real_4: 0.19638608396053314 (0.19555173030991332) | > loss_disc_real_5: 0.21020305156707764 (0.20911748682816164) | > loss_0: 2.1993095874786377 (2.207919246117439) | > grad_norm_0: tensor(30.9752, device='cuda:0') (tensor(22.3317, device='cuda:0')) | > loss_gen: 2.7003731727600098 (2.763253218339454) | > loss_kl: 1.9116846323013306 (1.7226052311166846) | > loss_feat: 7.640091419219971 (8.275838052957216) | > loss_mel: 12.300209999084473 (12.977999851688956) | > loss_duration: 1.643815517425537 (1.6664097556343311) | > amp_scaler: 256.0 (372.1724845995891) | > loss_1: 26.19617462158203 (27.406106091133132) | > grad_norm_1: tensor(542.7038, device='cuda:0') (tensor(380.8675, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8215 (0.8654054018995845) | > loader_time: 0.0099 (0.01049528670262018)  --> TIME: 2025-05-11 19:43:03 -- STEP: 537/725 -- GLOBAL_STEP: 366850 | > loss_disc: 2.267920970916748 (2.20714778740313) | > loss_disc_real_0: 0.10575930774211884 (0.13622636178740777) | > loss_disc_real_1: 0.20322410762310028 (0.1901124420001743) | > loss_disc_real_2: 0.20634856820106506 (0.18939043814576528) | > loss_disc_real_3: 0.17543791234493256 (0.2053183933210106) | > loss_disc_real_4: 0.20336714386940002 (0.1954156923449462) | > loss_disc_real_5: 0.1859787106513977 (0.20926992273308484) | > loss_0: 2.267920970916748 (2.20714778740313) | > grad_norm_0: tensor(21.2753, device='cuda:0') (tensor(22.0814, device='cuda:0')) | > loss_gen: 2.709355592727661 (2.7638551527339437) | > loss_kl: 1.7556122541427612 (1.7283400468098165) | > loss_feat: 8.314302444458008 (8.280638197502837) | > loss_mel: 12.150330543518066 (12.985255562837338) | > loss_duration: 1.6889978647232056 (1.6670548691651892) | > amp_scaler: 256.0 (361.3556797020481) | > loss_1: 26.61859893798828 (27.42514379064464) | > grad_norm_1: tensor(501.1112, device='cuda:0') (tensor(378.4146, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8614 (0.8652758425174479) | > loader_time: 0.01 (0.01052733595366807)  --> TIME: 2025-05-11 19:43:47 -- STEP: 587/725 -- GLOBAL_STEP: 366900 | > loss_disc: 2.22724986076355 (2.2065372178664204) | > loss_disc_real_0: 0.13483089208602905 (0.13630147165344342) | > loss_disc_real_1: 0.2040211409330368 (0.19007577471676243) | > loss_disc_real_2: 0.18724201619625092 (0.18925039782434744) | > loss_disc_real_3: 0.23826110363006592 (0.20538805818638972) | > loss_disc_real_4: 0.18722449243068695 (0.19524838873129696) | > loss_disc_real_5: 0.21162448823451996 (0.20906131766622274) | > loss_0: 2.22724986076355 (2.2065372178664204) | > grad_norm_0: tensor(9.0945, device='cuda:0') (tensor(22.2305, device='cuda:0')) | > loss_gen: 2.9436047077178955 (2.76477450568997) | > loss_kl: 1.6755826473236084 (1.727765828218736) | > loss_feat: 7.970119476318359 (8.288218020580503) | > loss_mel: 13.578019142150879 (12.99316083755363) | > loss_duration: 1.6445729732513428 (1.6666512410116758) | > amp_scaler: 256.0 (352.3816013628618) | > loss_1: 27.811899185180664 (27.44057040888772) | > grad_norm_1: tensor(481.8504, device='cuda:0') (tensor(378.3346, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8768 (0.8663930486779808) | > loader_time: 0.0096 (0.010512998603677834)  --> TIME: 2025-05-11 19:44:31 -- STEP: 637/725 -- GLOBAL_STEP: 366950 | > loss_disc: 2.1822075843811035 (2.2054988248756207) | > loss_disc_real_0: 0.1359788328409195 (0.13631567823316076) | > loss_disc_real_1: 0.19197691977024078 (0.19000693088985138) | > loss_disc_real_2: 0.18714894354343414 (0.18924354398082135) | > loss_disc_real_3: 0.19039437174797058 (0.20536662193725772) | > loss_disc_real_4: 0.17864130437374115 (0.1951572633051611) | > loss_disc_real_5: 0.1933489441871643 (0.20906444174622066) | > loss_0: 2.1822075843811035 (2.2054988248756207) | > grad_norm_0: tensor(19.5695, device='cuda:0') (tensor(22.5666, device='cuda:0')) | > loss_gen: 2.7497546672821045 (2.7663355989022023) | > loss_kl: 1.7407996654510498 (1.725975719314168) | > loss_feat: 8.104537010192871 (8.293776953800512) | > loss_mel: 12.85251235961914 (12.993986140240679) | > loss_duration: 1.6358373165130615 (1.6661976920192234) | > amp_scaler: 256.0 (344.81632653061183) | > loss_1: 27.08344078063965 (27.446272067035572) | > grad_norm_1: tensor(474.9986, device='cuda:0') (tensor(380.3374, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.8596 (0.8661414723568476) | > loader_time: 0.0099 (0.01048949449739801)  --> TIME: 2025-05-11 19:45:15 -- STEP: 687/725 -- GLOBAL_STEP: 367000 | > loss_disc: 2.3558149337768555 (2.206084750798766) | > loss_disc_real_0: 0.13710518181324005 (0.1361977755589603) | > loss_disc_real_1: 0.18150471150875092 (0.18988243016526862) | > loss_disc_real_2: 0.20875290036201477 (0.18923279946721425) | > loss_disc_real_3: 0.21885256469249725 (0.20536307339845267) | > loss_disc_real_4: 0.18526235222816467 (0.1953524024682622) | > loss_disc_real_5: 0.22012032568454742 (0.20915257113035415) | > loss_0: 2.3558149337768555 (2.206084750798766) | > grad_norm_0: tensor(17.1846, device='cuda:0') (tensor(22.4149, device='cuda:0')) | > loss_gen: 2.4733893871307373 (2.762455494990343) | > loss_kl: 1.7094906568527222 (1.7239318879584211) | > loss_feat: 6.734724044799805 (8.27206777936333) | > loss_mel: 10.929540634155273 (12.975219330933417) | > loss_duration: 1.674363374710083 (1.6661663959467072) | > amp_scaler: 256.0 (338.352256186317) | > loss_1: 23.521509170532227 (27.39984084494423) | > grad_norm_1: tensor(397.2562, device='cuda:0') (tensor(380.4841, device='cuda:0')) | > current_lr_0: 0.0001892490576920908 | > current_lr_1: 0.0001892490576920908 | > step_time: 0.896 (0.8655019316610815) | > loader_time: 0.0099 (0.01046181662113907) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_367000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2743778228759766 (2.2743778228759766) | > loss_disc_real_0: 0.11039966344833374 (0.11039966344833374) | > loss_disc_real_1: 0.1941949725151062 (0.1941949725151062) | > loss_disc_real_2: 0.23625369369983673 (0.23625369369983673) | > loss_disc_real_3: 0.2769637107849121 (0.2769637107849121) | > loss_disc_real_4: 0.2600158452987671 (0.2600158452987671) | > loss_disc_real_5: 0.28169742226600647 (0.28169742226600647) | > loss_0: 2.2743778228759766 (2.2743778228759766) | > loss_gen: 2.9523441791534424 (2.9523441791534424) | > loss_kl: 2.2481637001037598 (2.2481637001037598) | > loss_feat: 9.51984691619873 (9.51984691619873) | > loss_mel: 14.630537986755371 (14.630537986755371) | > loss_duration: 1.7225278615951538 (1.7225278615951538) | > loss_1: 31.073421478271484 (31.073421478271484)  --> STEP: 1 | > loss_disc: 2.3236310482025146 (2.3236310482025146) | > loss_disc_real_0: 0.12219379097223282 (0.12219379097223282) | > loss_disc_real_1: 0.2005952149629593 (0.2005952149629593) | > loss_disc_real_2: 0.23476114869117737 (0.23476114869117737) | > loss_disc_real_3: 0.24939946830272675 (0.24939946830272675) | > loss_disc_real_4: 0.28508785367012024 (0.28508785367012024) | > loss_disc_real_5: 0.2703738510608673 (0.2703738510608673) | > loss_0: 2.3236310482025146 (2.3236310482025146) | > loss_gen: 2.8525123596191406 (2.8525123596191406) | > loss_kl: 2.250426769256592 (2.250426769256592) | > loss_feat: 8.066899299621582 (8.066899299621582) | > loss_mel: 13.97593879699707 (13.97593879699707) | > loss_duration: 1.8376051187515259 (1.8376051187515259) | > loss_1: 28.983381271362305 (28.983381271362305)  --> STEP: 2 | > loss_disc: 2.401440143585205 (2.36253559589386) | > loss_disc_real_0: 0.12316736578941345 (0.12268057838082314) | > loss_disc_real_1: 0.20012374222278595 (0.20035947859287262) | > loss_disc_real_2: 0.23029741644859314 (0.23252928256988525) | > loss_disc_real_3: 0.2722366154193878 (0.2608180418610573) | > loss_disc_real_4: 0.2635990083217621 (0.27434343099594116) | > loss_disc_real_5: 0.2909443974494934 (0.28065912425518036) | > loss_0: 2.401440143585205 (2.36253559589386) | > loss_gen: 2.717750072479248 (2.7851312160491943) | > loss_kl: 1.9808272123336792 (2.1156269907951355) | > loss_feat: 7.605146884918213 (7.8360230922698975) | > loss_mel: 12.585654258728027 (13.280796527862549) | > loss_duration: 1.8695493936538696 (1.8535772562026978) | > loss_1: 26.758926391601562 (27.871153831481934)  --> STEP: 3 | > loss_disc: 2.389538288116455 (2.3715364933013916) | > loss_disc_real_0: 0.12196711450815201 (0.12244275708993275) | > loss_disc_real_1: 0.21225915849208832 (0.20432603855927786) | > loss_disc_real_2: 0.22396767139434814 (0.22967541217803955) | > loss_disc_real_3: 0.2884673774242401 (0.2700344870487849) | > loss_disc_real_4: 0.264536052942276 (0.2710743049780528) | > loss_disc_real_5: 0.2860480546951294 (0.28245543440183) | > loss_0: 2.389538288116455 (2.3715364933013916) | > loss_gen: 2.743374824523926 (2.771212418874105) | > loss_kl: 1.9823187589645386 (2.07119091351827) | > loss_feat: 8.041923522949219 (7.904656569163005) | > loss_mel: 12.728506088256836 (13.096699714660645) | > loss_duration: 1.8468587398529053 (1.8513377507527669) | > loss_1: 27.34298324584961 (27.695096969604492)  --> STEP: 4 | > loss_disc: 2.397132635116577 (2.377935528755188) | > loss_disc_real_0: 0.10818003863096237 (0.11887707747519016) | > loss_disc_real_1: 0.21047501266002655 (0.20586328208446503) | > loss_disc_real_2: 0.25299787521362305 (0.23550602793693542) | > loss_disc_real_3: 0.24311459064483643 (0.2633045129477978) | > loss_disc_real_4: 0.2457415610551834 (0.26474111899733543) | > loss_disc_real_5: 0.32908931374549866 (0.2941139042377472) | > loss_0: 2.397132635116577 (2.377935528755188) | > loss_gen: 2.7053534984588623 (2.754747688770294) | > loss_kl: 2.1271450519561768 (2.0851794481277466) | > loss_feat: 6.675922393798828 (7.5974730253219604) | > loss_mel: 12.774468421936035 (13.016141891479492) | > loss_duration: 1.768506407737732 (1.8306299149990082) | > loss_1: 26.051395416259766 (27.28417158126831) --> EVAL PERFORMANCE | > avg_loader_time: 0.3281364440917969 (-0.0018085241317749023) | > avg_loss_disc: 2.377935528755188 (+0.07550036907196045) | > avg_loss_disc_real_0: 0.11887707747519016 (-0.09040659852325916) | > avg_loss_disc_real_1: 0.20586328208446503 (+0.018402718007564545) | > avg_loss_disc_real_2: 0.23550602793693542 (+0.054892752319574356) | > avg_loss_disc_real_3: 0.2633045129477978 (+0.05386749655008316) | > avg_loss_disc_real_4: 0.26474111899733543 (+0.038871780037879944) | > avg_loss_disc_real_5: 0.2941139042377472 (+0.05848830193281174) | > avg_loss_0: 2.377935528755188 (+0.07550036907196045) | > avg_loss_gen: 2.754747688770294 (-0.07105052471160889) | > avg_loss_kl: 2.0851794481277466 (+0.09744927287101746) | > avg_loss_feat: 7.5974730253219604 (-0.8055449724197388) | > avg_loss_mel: 13.016141891479492 (-0.6633267402648926) | > avg_loss_duration: 1.8306299149990082 (+0.0017667114734649658) | > avg_loss_1: 27.28417158126831 (-1.4407062530517578)  > EPOCH: 443/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 19:45:57)   --> TIME: 2025-05-11 19:46:10 -- STEP: 12/725 -- GLOBAL_STEP: 367050 | > loss_disc: 2.17514705657959 (2.24224716424942) | > loss_disc_real_0: 0.14639119803905487 (0.1414318270981312) | > loss_disc_real_1: 0.20963722467422485 (0.19373629366358122) | > loss_disc_real_2: 0.183035209774971 (0.19104363024234772) | > loss_disc_real_3: 0.19049663841724396 (0.20170805603265762) | > loss_disc_real_4: 0.15939144790172577 (0.20130982249975204) | > loss_disc_real_5: 0.15666423738002777 (0.21610292047262192) | > loss_0: 2.17514705657959 (2.24224716424942) | > grad_norm_0: tensor(16.6282, device='cuda:0') (tensor(22.0291, device='cuda:0')) | > loss_gen: 2.7701449394226074 (2.7187394499778748) | > loss_kl: 1.8461496829986572 (1.770526498556137) | > loss_feat: 7.770524501800537 (8.05588964621226) | > loss_mel: 12.819796562194824 (12.89560635884603) | > loss_duration: 1.6823772192001343 (1.6630973915259044) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.888992309570312 (27.103859106699627) | > grad_norm_1: tensor(140.0009, device='cuda:0') (tensor(332.0719, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8424 (0.8380496700604757) | > loader_time: 0.0093 (0.00984505812327067)  --> TIME: 2025-05-11 19:46:54 -- STEP: 62/725 -- GLOBAL_STEP: 367100 | > loss_disc: 2.425011396408081 (2.2317153715318243) | > loss_disc_real_0: 0.172626331448555 (0.14031900381368975) | > loss_disc_real_1: 0.1997172236442566 (0.19157695626058885) | > loss_disc_real_2: 0.2390841245651245 (0.18953750907413422) | > loss_disc_real_3: 0.21034809947013855 (0.2060514231843333) | > loss_disc_real_4: 0.21694454550743103 (0.19751514710726276) | > loss_disc_real_5: 0.2398655265569687 (0.2127012716185662) | > loss_0: 2.425011396408081 (2.2317153715318243) | > grad_norm_0: tensor(24.2764, device='cuda:0') (tensor(20.2644, device='cuda:0')) | > loss_gen: 2.36051082611084 (2.713893767326109) | > loss_kl: 1.699989676475525 (1.7366844146482405) | > loss_feat: 5.811431407928467 (8.065219448458759) | > loss_mel: 10.163100242614746 (12.727147533047585) | > loss_duration: 1.70061457157135 (1.6626814142350228) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.73564910888672 (26.90562654310657) | > grad_norm_1: tensor(199.7218, device='cuda:0') (tensor(297.7917, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.873 (0.8602781603413243) | > loader_time: 0.0099 (0.010396345969169371)  --> TIME: 2025-05-11 19:47:38 -- STEP: 112/725 -- GLOBAL_STEP: 367150 | > loss_disc: 2.085080623626709 (2.2090945914387694) | > loss_disc_real_0: 0.12854279577732086 (0.13670467219448526) | > loss_disc_real_1: 0.21845656633377075 (0.19081361099545444) | > loss_disc_real_2: 0.1898120790719986 (0.18742961822343723) | > loss_disc_real_3: 0.21486884355545044 (0.20450963518981422) | > loss_disc_real_4: 0.1795041710138321 (0.19586760949875628) | > loss_disc_real_5: 0.19762863218784332 (0.21094441467097827) | > loss_0: 2.085080623626709 (2.2090945914387694) | > grad_norm_0: tensor(19.2472, device='cuda:0') (tensor(18.9565, device='cuda:0')) | > loss_gen: 3.068948745727539 (2.736362316778728) | > loss_kl: 1.7226125001907349 (1.7142698158110892) | > loss_feat: 9.302224159240723 (8.207006999424522) | > loss_mel: 14.022225379943848 (12.891059696674349) | > loss_duration: 1.6668188571929932 (1.666528684752328) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.78282928466797 (27.215227569852555) | > grad_norm_1: tensor(151.4568, device='cuda:0') (tensor(279.3301, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8326 (0.8641810204301562) | > loader_time: 0.01 (0.010445582015173776)  --> TIME: 2025-05-11 19:48:21 -- STEP: 162/725 -- GLOBAL_STEP: 367200 | > loss_disc: 2.062103271484375 (2.209085591781287) | > loss_disc_real_0: 0.11813635379076004 (0.13770014535129807) | > loss_disc_real_1: 0.1761568933725357 (0.19005162783978896) | > loss_disc_real_2: 0.17370294034481049 (0.18759513535985237) | > loss_disc_real_3: 0.17646342515945435 (0.20490502915632577) | > loss_disc_real_4: 0.18608371913433075 (0.1957304620264489) | > loss_disc_real_5: 0.19321732223033905 (0.20939666124773615) | > loss_0: 2.062103271484375 (2.209085591781287) | > grad_norm_0: tensor(16.4287, device='cuda:0') (tensor(20.2194, device='cuda:0')) | > loss_gen: 2.9910342693328857 (2.7473201030566363) | > loss_kl: 1.6562511920928955 (1.7128639331570379) | > loss_feat: 9.542091369628906 (8.236397593109697) | > loss_mel: 14.52517032623291 (12.876054004386619) | > loss_duration: 1.6353373527526855 (1.6663162664130882) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.349884033203125 (27.23895200093587) | > grad_norm_1: tensor(374.4795, device='cuda:0') (tensor(310.4952, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8419 (0.8592692010196639) | > loader_time: 0.0103 (0.010407378644119074)  --> TIME: 2025-05-11 19:49:04 -- STEP: 212/725 -- GLOBAL_STEP: 367250 | > loss_disc: 2.2303264141082764 (2.202164758488817) | > loss_disc_real_0: 0.12329036742448807 (0.13579634485660844) | > loss_disc_real_1: 0.1700899302959442 (0.1894519268622938) | > loss_disc_real_2: 0.19184133410453796 (0.18751684632503757) | > loss_disc_real_3: 0.2083873599767685 (0.204987320767821) | > loss_disc_real_4: 0.21989582479000092 (0.19542433883783952) | > loss_disc_real_5: 0.2225785255432129 (0.20940872872213148) | > loss_0: 2.2303264141082764 (2.202164758488817) | > grad_norm_0: tensor(18.2204, device='cuda:0') (tensor(20.0427, device='cuda:0')) | > loss_gen: 2.6962904930114746 (2.755053806979701) | > loss_kl: 1.6499723196029663 (1.7172393399589467) | > loss_feat: 8.394895553588867 (8.29385809178622) | > loss_mel: 12.364311218261719 (12.937092565140635) | > loss_duration: 1.6639264822006226 (1.6662659453895856) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.769397735595703 (27.369509795926653) | > grad_norm_1: tensor(443.2033, device='cuda:0') (tensor(320.3367, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8469 (0.8580905176558584) | > loader_time: 0.01 (0.010378755488485658)  --> TIME: 2025-05-11 19:49:48 -- STEP: 262/725 -- GLOBAL_STEP: 367300 | > loss_disc: 2.157360076904297 (2.2003401331319137) | > loss_disc_real_0: 0.15585488080978394 (0.1359880191224221) | > loss_disc_real_1: 0.16646228730678558 (0.18913307285490838) | > loss_disc_real_2: 0.19571568071842194 (0.1874728328512825) | > loss_disc_real_3: 0.1945679634809494 (0.2043456382878864) | > loss_disc_real_4: 0.18257258832454681 (0.19508289579899257) | > loss_disc_real_5: 0.20923784375190735 (0.20952557624523876) | > loss_0: 2.157360076904297 (2.2003401331319137) | > grad_norm_0: tensor(28.1161, device='cuda:0') (tensor(19.8492, device='cuda:0')) | > loss_gen: 2.835627555847168 (2.756214619592856) | > loss_kl: 1.7850364446640015 (1.7178954791476708) | > loss_feat: 8.985634803771973 (8.298920394810096) | > loss_mel: 13.851092338562012 (12.955105712395588) | > loss_duration: 1.6658926010131836 (1.6666258787380828) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.12328338623047 (27.39476208286431) | > grad_norm_1: tensor(399.3616, device='cuda:0') (tensor(316.1500, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8786 (0.8565343054196307) | > loader_time: 0.0099 (0.01038009792793798)  --> TIME: 2025-05-11 19:50:31 -- STEP: 312/725 -- GLOBAL_STEP: 367350 | > loss_disc: 2.1810073852539062 (2.202827625167674) | > loss_disc_real_0: 0.13038291037082672 (0.13570130337029698) | > loss_disc_real_1: 0.2047259509563446 (0.1896646881046203) | > loss_disc_real_2: 0.19153675436973572 (0.18774492188523983) | > loss_disc_real_3: 0.22946478426456451 (0.20501002153524978) | > loss_disc_real_4: 0.20672179758548737 (0.1953283743216441) | > loss_disc_real_5: 0.26481422781944275 (0.21021853731228765) | > loss_0: 2.1810073852539062 (2.202827625167674) | > grad_norm_0: tensor(33.4932, device='cuda:0') (tensor(19.4483, device='cuda:0')) | > loss_gen: 2.866459369659424 (2.755140089835876) | > loss_kl: 1.8359556198120117 (1.7234452393574593) | > loss_feat: 8.580995559692383 (8.285112568965314) | > loss_mel: 13.08546257019043 (12.950132385278359) | > loss_duration: 1.677955985069275 (1.6658339190941587) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.046829223632812 (27.379664158209778) | > grad_norm_1: tensor(473.6374, device='cuda:0') (tensor(317.0413, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8367 (0.8558306289024842) | > loader_time: 0.0101 (0.01039677858352661)  --> TIME: 2025-05-11 19:51:15 -- STEP: 362/725 -- GLOBAL_STEP: 367400 | > loss_disc: 2.3071417808532715 (2.2054380135641565) | > loss_disc_real_0: 0.14000901579856873 (0.1364206621907034) | > loss_disc_real_1: 0.19114062190055847 (0.18998864066699592) | > loss_disc_real_2: 0.2072295844554901 (0.1880782638877137) | > loss_disc_real_3: 0.20391154289245605 (0.20513236008131694) | > loss_disc_real_4: 0.20312245190143585 (0.19534500404286775) | > loss_disc_real_5: 0.21105822920799255 (0.2096979251717995) | > loss_0: 2.3071417808532715 (2.2054380135641565) | > grad_norm_0: tensor(16.5160, device='cuda:0') (tensor(19.8719, device='cuda:0')) | > loss_gen: 2.677239418029785 (2.7538201433518976) | > loss_kl: 1.8855849504470825 (1.7261146800952722) | > loss_feat: 7.7751994132995605 (8.27787218304627) | > loss_mel: 12.066924095153809 (12.95296750147698) | > loss_duration: 1.6064287424087524 (1.6650868716819507) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.011377334594727 (27.37586137866447) | > grad_norm_1: tensor(309.6062, device='cuda:0') (tensor(322.8984, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8479 (0.8561561700388871) | > loader_time: 0.0103 (0.010394944011835763)  --> TIME: 2025-05-11 19:51:58 -- STEP: 412/725 -- GLOBAL_STEP: 367450 | > loss_disc: 2.2274370193481445 (2.207123177433476) | > loss_disc_real_0: 0.14111606776714325 (0.1368517380533287) | > loss_disc_real_1: 0.20646211504936218 (0.19023125691031947) | > loss_disc_real_2: 0.2258458286523819 (0.18836451021646997) | > loss_disc_real_3: 0.18483567237854004 (0.20516840028531336) | > loss_disc_real_4: 0.18251889944076538 (0.19532800990256288) | > loss_disc_real_5: 0.20788568258285522 (0.2099426005722829) | > loss_0: 2.2274370193481445 (2.207123177433476) | > grad_norm_0: tensor(20.2250, device='cuda:0') (tensor(19.3323, device='cuda:0')) | > loss_gen: 2.733597993850708 (2.7504398313540857) | > loss_kl: 1.6655250787734985 (1.72448904913606) | > loss_feat: 8.33706283569336 (8.255060295456813) | > loss_mel: 11.994126319885254 (12.931600156339625) | > loss_duration: 1.6766443252563477 (1.665689246457757) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.406959533691406 (27.327278553860857) | > grad_norm_1: tensor(374.8969, device='cuda:0') (tensor(314.3746, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8579 (0.8564701948351073) | > loader_time: 0.01 (0.010420026709732503)  --> TIME: 2025-05-11 19:52:42 -- STEP: 462/725 -- GLOBAL_STEP: 367500 | > loss_disc: 2.2010908126831055 (2.2057326023196757) | > loss_disc_real_0: 0.13384172320365906 (0.1365470973153909) | > loss_disc_real_1: 0.17344963550567627 (0.1900645402860848) | > loss_disc_real_2: 0.20486919581890106 (0.1884272829085202) | > loss_disc_real_3: 0.19323566555976868 (0.20515202572851463) | > loss_disc_real_4: 0.1621490865945816 (0.1952039663925831) | > loss_disc_real_5: 0.18602381646633148 (0.20992982358514495) | > loss_0: 2.2010908126831055 (2.2057326023196757) | > grad_norm_0: tensor(21.0359, device='cuda:0') (tensor(19.3986, device='cuda:0')) | > loss_gen: 2.5957605838775635 (2.7547252157549837) | > loss_kl: 1.7909725904464722 (1.7250194219283728) | > loss_feat: 7.798069953918457 (8.271182966438714) | > loss_mel: 12.499987602233887 (12.951015625165136) | > loss_duration: 1.699310064315796 (1.6655580143391826) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.38410186767578 (27.367501225822416) | > grad_norm_1: tensor(502.0602, device='cuda:0') (tensor(319.0581, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8058 (0.8554306881768363) | > loader_time: 0.0102 (0.010430329289787262)  --> TIME: 2025-05-11 19:53:25 -- STEP: 512/725 -- GLOBAL_STEP: 367550 | > loss_disc: 2.15659236907959 (2.204848556080832) | > loss_disc_real_0: 0.11728155612945557 (0.13663195396657102) | > loss_disc_real_1: 0.1666141301393509 (0.19000182807212695) | > loss_disc_real_2: 0.19528113305568695 (0.18846967947320087) | > loss_disc_real_3: 0.16639840602874756 (0.20489330400596367) | > loss_disc_real_4: 0.16642770171165466 (0.19504627582500686) | > loss_disc_real_5: 0.20820386707782745 (0.20951490153674973) | > loss_0: 2.15659236907959 (2.204848556080832) | > grad_norm_0: tensor(14.6092, device='cuda:0') (tensor(19.5408, device='cuda:0')) | > loss_gen: 2.7597479820251465 (2.7544886898249388) | > loss_kl: 1.7290000915527344 (1.7232340124901384) | > loss_feat: 8.373430252075195 (8.259719694964575) | > loss_mel: 13.256196022033691 (12.937301103025673) | > loss_duration: 1.6219995021820068 (1.6661015988793222) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.740375518798828 (27.340845089405775) | > grad_norm_1: tensor(359.9287, device='cuda:0') (tensor(323.5414, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8553 (0.8550976384431124) | > loader_time: 0.0101 (0.010435543954372408)  --> TIME: 2025-05-11 19:54:08 -- STEP: 562/725 -- GLOBAL_STEP: 367600 | > loss_disc: 2.28788685798645 (2.202061602017208) | > loss_disc_real_0: 0.10965359956026077 (0.1362520990183981) | > loss_disc_real_1: 0.2082674354314804 (0.18996486799572707) | > loss_disc_real_2: 0.19896037876605988 (0.18822098923747654) | > loss_disc_real_3: 0.2217475324869156 (0.20485320456617662) | > loss_disc_real_4: 0.184026837348938 (0.19481771357118874) | > loss_disc_real_5: 0.1995689570903778 (0.20911962915463803) | > loss_0: 2.28788685798645 (2.202061602017208) | > grad_norm_0: tensor(10.0638, device='cuda:0') (tensor(19.5946, device='cuda:0')) | > loss_gen: 2.8019227981567383 (2.758266040863091) | > loss_kl: 1.7723350524902344 (1.7245774858786966) | > loss_feat: 8.145682334899902 (8.278627611988375) | > loss_mel: 11.300798416137695 (12.95943192315696) | > loss_duration: 1.653228998184204 (1.66616900535665) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.673965454101562 (27.38707205409257) | > grad_norm_1: tensor(192.7853, device='cuda:0') (tensor(327.8618, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8814 (0.8550153151949956) | > loader_time: 0.0142 (0.010513467720819115)  --> TIME: 2025-05-11 19:54:52 -- STEP: 612/725 -- GLOBAL_STEP: 367650 | > loss_disc: 2.1547162532806396 (2.2027639269439225) | > loss_disc_real_0: 0.12232054769992828 (0.1364631418114394) | > loss_disc_real_1: 0.17208494246006012 (0.1900116099787303) | > loss_disc_real_2: 0.16323132812976837 (0.1884282510849386) | > loss_disc_real_3: 0.2080891877412796 (0.20476850012646) | > loss_disc_real_4: 0.1932322382926941 (0.19485171287764907) | > loss_disc_real_5: 0.20863674581050873 (0.20899626237699412) | > loss_0: 2.1547162532806396 (2.2027639269439225) | > grad_norm_0: tensor(28.8394, device='cuda:0') (tensor(19.8681, device='cuda:0')) | > loss_gen: 2.8538455963134766 (2.7587005137618066) | > loss_kl: 1.6018158197402954 (1.7250738330915858) | > loss_feat: 8.448432922363281 (8.276573192839528) | > loss_mel: 13.374848365783691 (12.956775177538006) | > loss_duration: 1.6042084693908691 (1.6660041460414348) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.88315200805664 (27.383126835417904) | > grad_norm_1: tensor(478.4045, device='cuda:0') (tensor(332.9767, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8327 (0.8554184047225254) | > loader_time: 0.0092 (0.010586779102001313)  --> TIME: 2025-05-11 19:55:36 -- STEP: 662/725 -- GLOBAL_STEP: 367700 | > loss_disc: 2.259758949279785 (2.2019616179956065) | > loss_disc_real_0: 0.10487055778503418 (0.13610484304745032) | > loss_disc_real_1: 0.20497362315654755 (0.1899460906168485) | > loss_disc_real_2: 0.20110899209976196 (0.18830204475952414) | > loss_disc_real_3: 0.18996722996234894 (0.20478254939314103) | > loss_disc_real_4: 0.22098378837108612 (0.19491174650516405) | > loss_disc_real_5: 0.22480085492134094 (0.20902451634226968) | > loss_0: 2.259758949279785 (2.2019616179956065) | > grad_norm_0: tensor(19.6428, device='cuda:0') (tensor(19.8568, device='cuda:0')) | > loss_gen: 2.672795534133911 (2.760558700993704) | > loss_kl: 1.648600459098816 (1.7239740561142425) | > loss_feat: 7.56589937210083 (8.28576316790278) | > loss_mel: 11.743459701538086 (12.970602124839392) | > loss_duration: 1.675394892692566 (1.6664376975546438) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.306148529052734 (27.40733572795672) | > grad_norm_1: tensor(259.2336, device='cuda:0') (tensor(334.0351, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8861 (0.855293428429664) | > loader_time: 0.0105 (0.010649116017667192)  --> TIME: 2025-05-11 19:56:19 -- STEP: 712/725 -- GLOBAL_STEP: 367750 | > loss_disc: 2.199892044067383 (2.2027371336569948) | > loss_disc_real_0: 0.14243508875370026 (0.13605663486955197) | > loss_disc_real_1: 0.19361385703086853 (0.19002288299497594) | > loss_disc_real_2: 0.17871242761611938 (0.18845125153828196) | > loss_disc_real_3: 0.21861766278743744 (0.2047982622105419) | > loss_disc_real_4: 0.2014021873474121 (0.19518595458835036) | > loss_disc_real_5: 0.21118855476379395 (0.2090011682738079) | > loss_0: 2.199892044067383 (2.2027371336569948) | > grad_norm_0: tensor(23.6859, device='cuda:0') (tensor(19.8786, device='cuda:0')) | > loss_gen: 2.7203598022460938 (2.7588561522157025) | > loss_kl: 1.7605730295181274 (1.7237377556857094) | > loss_feat: 7.671321392059326 (8.277939664513879) | > loss_mel: 12.622133255004883 (12.959567904472351) | > loss_duration: 1.6504168510437012 (1.6660942899042308) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.4248046875 (27.386195756076425) | > grad_norm_1: tensor(428.5425, device='cuda:0') (tensor(336.8996, device='cuda:0')) | > current_lr_0: 0.0001892254015598793 | > current_lr_1: 0.0001892254015598793 | > step_time: 0.8229 (0.8549657815627838) | > loader_time: 0.01 (0.010662237579902901)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2123215198516846 (2.2123215198516846) | > loss_disc_real_0: 0.11981002986431122 (0.11981002986431122) | > loss_disc_real_1: 0.1870821863412857 (0.1870821863412857) | > loss_disc_real_2: 0.23101195693016052 (0.23101195693016052) | > loss_disc_real_3: 0.1806485801935196 (0.1806485801935196) | > loss_disc_real_4: 0.19777102768421173 (0.19777102768421173) | > loss_disc_real_5: 0.2221137285232544 (0.2221137285232544) | > loss_0: 2.2123215198516846 (2.2123215198516846) | > loss_gen: 2.606686592102051 (2.606686592102051) | > loss_kl: 2.210580348968506 (2.210580348968506) | > loss_feat: 8.756596565246582 (8.756596565246582) | > loss_mel: 14.154520034790039 (14.154520034790039) | > loss_duration: 1.73976469039917 (1.73976469039917) | > loss_1: 29.46814727783203 (29.46814727783203)  --> STEP: 1 | > loss_disc: 2.2742109298706055 (2.2742109298706055) | > loss_disc_real_0: 0.1351776123046875 (0.1351776123046875) | > loss_disc_real_1: 0.17158673703670502 (0.17158673703670502) | > loss_disc_real_2: 0.22486628592014313 (0.22486628592014313) | > loss_disc_real_3: 0.1790233999490738 (0.1790233999490738) | > loss_disc_real_4: 0.19993942975997925 (0.19993942975997925) | > loss_disc_real_5: 0.22203168272972107 (0.22203168272972107) | > loss_0: 2.2742109298706055 (2.2742109298706055) | > loss_gen: 2.508420705795288 (2.508420705795288) | > loss_kl: 2.232158899307251 (2.232158899307251) | > loss_feat: 8.086628913879395 (8.086628913879395) | > loss_mel: 13.201766014099121 (13.201766014099121) | > loss_duration: 1.8385854959487915 (1.8385854959487915) | > loss_1: 27.8675594329834 (27.8675594329834)  --> STEP: 2 | > loss_disc: 2.1655638217926025 (2.219887375831604) | > loss_disc_real_0: 0.13106366991996765 (0.13312064111232758) | > loss_disc_real_1: 0.17271102964878082 (0.17214888334274292) | > loss_disc_real_2: 0.21042431890964508 (0.2176453024148941) | > loss_disc_real_3: 0.18051695823669434 (0.17977017909288406) | > loss_disc_real_4: 0.1987716108560562 (0.19935552030801773) | > loss_disc_real_5: 0.2180895358324051 (0.22006060928106308) | > loss_0: 2.1655638217926025 (2.219887375831604) | > loss_gen: 2.6854164600372314 (2.5969185829162598) | > loss_kl: 2.0159199237823486 (2.1240394115448) | > loss_feat: 9.454261779785156 (8.770445346832275) | > loss_mel: 13.812012672424316 (13.506889343261719) | > loss_duration: 1.8712776899337769 (1.8549315929412842) | > loss_1: 29.83888816833496 (28.85322380065918)  --> STEP: 3 | > loss_disc: 2.2011003494262695 (2.2136250336964927) | > loss_disc_real_0: 0.13776688277721405 (0.1346693883339564) | > loss_disc_real_1: 0.17320077121257782 (0.1724995126326879) | > loss_disc_real_2: 0.21279779076576233 (0.21602946519851685) | > loss_disc_real_3: 0.19473539292812347 (0.18475858370463052) | > loss_disc_real_4: 0.18830958008766174 (0.19567354023456573) | > loss_disc_real_5: 0.22830992937088013 (0.22281038264433542) | > loss_0: 2.2011003494262695 (2.2136250336964927) | > loss_gen: 2.573930263519287 (2.5892558097839355) | > loss_kl: 1.9769469499588013 (2.0750085910161338) | > loss_feat: 8.136258125305176 (8.559049606323242) | > loss_mel: 12.904412269592285 (13.306063652038574) | > loss_duration: 1.8425779342651367 (1.8508137067159016) | > loss_1: 27.434123992919922 (28.38019053141276)  --> STEP: 4 | > loss_disc: 2.377967596054077 (2.2547106742858887) | > loss_disc_real_0: 0.15380169451236725 (0.1394524648785591) | > loss_disc_real_1: 0.19826260209083557 (0.1789402849972248) | > loss_disc_real_2: 0.23130972683429718 (0.21984953060746193) | > loss_disc_real_3: 0.1852882206439972 (0.1848909929394722) | > loss_disc_real_4: 0.2147219181060791 (0.20043563470244408) | > loss_disc_real_5: 0.23155750334262848 (0.2249971628189087) | > loss_0: 2.377967596054077 (2.2547106742858887) | > loss_gen: 2.3790676593780518 (2.5367087721824646) | > loss_kl: 1.8819414377212524 (2.0267418026924133) | > loss_feat: 7.032453536987305 (8.177400588989258) | > loss_mel: 11.562420845031738 (12.870152950286865) | > loss_duration: 1.7783831357955933 (1.8327060639858246) | > loss_1: 24.634267807006836 (27.44370985031128) --> EVAL PERFORMANCE | > avg_loader_time: 0.3416944742202759 (+0.013558030128479004) | > avg_loss_disc: 2.2547106742858887 (-0.12322485446929932) | > avg_loss_disc_real_0: 0.1394524648785591 (+0.02057538740336895) | > avg_loss_disc_real_1: 0.1789402849972248 (-0.02692299708724022) | > avg_loss_disc_real_2: 0.21984953060746193 (-0.015656497329473495) | > avg_loss_disc_real_3: 0.1848909929394722 (-0.07841352000832558) | > avg_loss_disc_real_4: 0.20043563470244408 (-0.06430548429489136) | > avg_loss_disc_real_5: 0.2249971628189087 (-0.0691167414188385) | > avg_loss_0: 2.2547106742858887 (-0.12322485446929932) | > avg_loss_gen: 2.5367087721824646 (-0.2180389165878296) | > avg_loss_kl: 2.0267418026924133 (-0.05843764543533325) | > avg_loss_feat: 8.177400588989258 (+0.5799275636672974) | > avg_loss_mel: 12.870152950286865 (-0.14598894119262695) | > avg_loss_duration: 1.8327060639858246 (+0.0020761489868164062) | > avg_loss_1: 27.44370985031128 (+0.15953826904296875)  > EPOCH: 444/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 19:56:37)   --> TIME: 2025-05-11 19:57:12 -- STEP: 37/725 -- GLOBAL_STEP: 367800 | > loss_disc: 2.1886391639709473 (2.1835407598598584) | > loss_disc_real_0: 0.12650041282176971 (0.1311590985671894) | > loss_disc_real_1: 0.1659008115530014 (0.18968399956419663) | > loss_disc_real_2: 0.1943913996219635 (0.18720793240779154) | > loss_disc_real_3: 0.20193345844745636 (0.20410775816118396) | > loss_disc_real_4: 0.19394351541996002 (0.19560625102068926) | > loss_disc_real_5: 0.2093278467655182 (0.20799396609937823) | > loss_0: 2.1886391639709473 (2.1835407598598584) | > grad_norm_0: tensor(23.5513, device='cuda:0') (tensor(20.8620, device='cuda:0')) | > loss_gen: 2.8368337154388428 (2.8091417712134286) | > loss_kl: 1.795117735862732 (1.7512341318903744) | > loss_feat: 8.157285690307617 (8.606377034573942) | > loss_mel: 12.54300308227539 (13.251552839536924) | > loss_duration: 1.6577296257019043 (1.6614145491574261) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.989971160888672 (28.079720522906328) | > grad_norm_1: tensor(322.1900, device='cuda:0') (tensor(378.3418, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8704 (0.8626115257675583) | > loader_time: 0.01 (0.010392350119513432)  --> TIME: 2025-05-11 19:57:56 -- STEP: 87/725 -- GLOBAL_STEP: 367850 | > loss_disc: 2.2430520057678223 (2.180624968704136) | > loss_disc_real_0: 0.15257279574871063 (0.1321330767595905) | > loss_disc_real_1: 0.20234696567058563 (0.19013682864178186) | > loss_disc_real_2: 0.19726771116256714 (0.18748717078532295) | > loss_disc_real_3: 0.22224722802639008 (0.20522591077733313) | > loss_disc_real_4: 0.203558549284935 (0.19399648562244987) | > loss_disc_real_5: 0.2185603678226471 (0.20547947150537338) | > loss_0: 2.2430520057678223 (2.180624968704136) | > grad_norm_0: tensor(20.1982, device='cuda:0') (tensor(23.8918, device='cuda:0')) | > loss_gen: 2.796083450317383 (2.8254342956104495) | > loss_kl: 1.7826331853866577 (1.738177491330552) | > loss_feat: 7.47517204284668 (8.604551172804559) | > loss_mel: 12.253291130065918 (13.236695443076648) | > loss_duration: 1.6610488891601562 (1.6635563031010243) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.968229293823242 (28.06841486349873) | > grad_norm_1: tensor(418.8762, device='cuda:0') (tensor(408.1062, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8521 (0.8660398653183861) | > loader_time: 0.0124 (0.010605033786817524)  --> TIME: 2025-05-11 19:58:40 -- STEP: 137/725 -- GLOBAL_STEP: 367900 | > loss_disc: 2.2038521766662598 (2.1795246400972346) | > loss_disc_real_0: 0.13107286393642426 (0.13424819838391608) | > loss_disc_real_1: 0.1765448898077011 (0.18909363568264204) | > loss_disc_real_2: 0.19225361943244934 (0.1863844345738418) | > loss_disc_real_3: 0.23033924400806427 (0.20411203410068568) | > loss_disc_real_4: 0.1995147317647934 (0.1935109499379666) | > loss_disc_real_5: 0.21138834953308105 (0.20531361588161356) | > loss_0: 2.2038521766662598 (2.1795246400972346) | > grad_norm_0: tensor(18.5514, device='cuda:0') (tensor(23.9858, device='cuda:0')) | > loss_gen: 2.7105398178100586 (2.816058830623209) | > loss_kl: 1.6282551288604736 (1.719116796542258) | > loss_feat: 8.117608070373535 (8.577274677527218) | > loss_mel: 12.204546928405762 (13.172949185336593) | > loss_duration: 1.6207389831542969 (1.6643046497428504) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.281688690185547 (27.949704205032685) | > grad_norm_1: tensor(468.8178, device='cuda:0') (tensor(409.3417, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8354 (0.8658525473880072) | > loader_time: 0.0092 (0.010434570103666203)  --> TIME: 2025-05-11 19:59:24 -- STEP: 187/725 -- GLOBAL_STEP: 367950 | > loss_disc: 2.1862313747406006 (2.181472094301232) | > loss_disc_real_0: 0.1512189507484436 (0.1341483610517839) | > loss_disc_real_1: 0.17351363599300385 (0.18923322673149934) | > loss_disc_real_2: 0.1978585571050644 (0.1865534126599204) | > loss_disc_real_3: 0.19187958538532257 (0.2041400184127737) | > loss_disc_real_4: 0.18200470507144928 (0.19275995523215614) | > loss_disc_real_5: 0.2354523092508316 (0.20675207554975294) | > loss_0: 2.1862313747406006 (2.181472094301232) | > grad_norm_0: tensor(26.5482, device='cuda:0') (tensor(22.1005, device='cuda:0')) | > loss_gen: 2.6942434310913086 (2.805578528878523) | > loss_kl: 1.625770092010498 (1.7323804067417896) | > loss_feat: 8.232942581176758 (8.55212511735804) | > loss_mel: 13.124460220336914 (13.173085727793648) | > loss_duration: 1.680268406867981 (1.6655597278778569) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.35768699645996 (27.928729511199787) | > grad_norm_1: tensor(497.5530, device='cuda:0') (tensor(379.4422, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8692 (0.8649297614786077) | > loader_time: 0.0103 (0.01033702126161299)  --> TIME: 2025-05-11 20:00:08 -- STEP: 237/725 -- GLOBAL_STEP: 368000 | > loss_disc: 2.0921242237091064 (2.188116637463306) | > loss_disc_real_0: 0.130645751953125 (0.13481555941990164) | > loss_disc_real_1: 0.18352466821670532 (0.18984863602159402) | > loss_disc_real_2: 0.18810856342315674 (0.1869734710530389) | > loss_disc_real_3: 0.20418201386928558 (0.20444746692723872) | > loss_disc_real_4: 0.20717893540859222 (0.19349928621501358) | > loss_disc_real_5: 0.1706884354352951 (0.20754347571843787) | > loss_0: 2.0921242237091064 (2.188116637463306) | > grad_norm_0: tensor(27.2152, device='cuda:0') (tensor(22.2791, device='cuda:0')) | > loss_gen: 2.8362560272216797 (2.8012084649081976) | > loss_kl: 1.7892601490020752 (1.7336245035823385) | > loss_feat: 9.217689514160156 (8.512193420265287) | > loss_mel: 14.78034782409668 (13.16850005524068) | > loss_duration: 1.6506860256195068 (1.6660227916411712) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.27423858642578 (27.8815491994222) | > grad_norm_1: tensor(464.8360, device='cuda:0') (tensor(381.3439, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8385 (0.8654354795624938) | > loader_time: 0.0117 (0.01038444595497871) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_368000.pth  --> TIME: 2025-05-11 20:00:54 -- STEP: 287/725 -- GLOBAL_STEP: 368050 | > loss_disc: 2.1303160190582275 (2.189448018107263) | > loss_disc_real_0: 0.1755092591047287 (0.13501931288204957) | > loss_disc_real_1: 0.18095555901527405 (0.19009007508331066) | > loss_disc_real_2: 0.18473276495933533 (0.18748298853324263) | > loss_disc_real_3: 0.18088498711585999 (0.20470096705682614) | > loss_disc_real_4: 0.19710063934326172 (0.19342193074965724) | > loss_disc_real_5: 0.2664682865142822 (0.20717337171998176) | > loss_0: 2.1303160190582275 (2.189448018107263) | > grad_norm_0: tensor(47.0666, device='cuda:0') (tensor(22.3783, device='cuda:0')) | > loss_gen: 2.870042324066162 (2.79409312786541) | > loss_kl: 1.6432634592056274 (1.7325250321564354) | > loss_feat: 9.505614280700684 (8.475997653987758) | > loss_mel: 14.497028350830078 (13.148378249244825) | > loss_duration: 1.6785236597061157 (1.6654068580487882) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.194473266601562 (27.81640090676551) | > grad_norm_1: tensor(651.6152, device='cuda:0') (tensor(385.4876, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.828 (0.8636294341668852) | > loader_time: 0.0098 (0.010396282847334688)  --> TIME: 2025-05-11 20:01:38 -- STEP: 337/725 -- GLOBAL_STEP: 368100 | > loss_disc: 2.181011438369751 (2.1953279232766567) | > loss_disc_real_0: 0.11840947717428207 (0.13590780698669422) | > loss_disc_real_1: 0.20015422999858856 (0.19022773878333848) | > loss_disc_real_2: 0.1729472577571869 (0.18802729872461588) | > loss_disc_real_3: 0.19546669721603394 (0.20475250341064508) | > loss_disc_real_4: 0.198394313454628 (0.19404480776553346) | > loss_disc_real_5: 0.191426619887352 (0.20749450455079801) | > loss_0: 2.181011438369751 (2.1953279232766567) | > grad_norm_0: tensor(19.3656, device='cuda:0') (tensor(22.4449, device='cuda:0')) | > loss_gen: 2.7274680137634277 (2.784893271477356) | > loss_kl: 1.725147008895874 (1.7310513993752812) | > loss_feat: 7.757741928100586 (8.40894278008435) | > loss_mel: 12.61607837677002 (13.070780456950473) | > loss_duration: 1.6530942916870117 (1.664789067177815) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.479530334472656 (27.66045692058982) | > grad_norm_1: tensor(489.8971, device='cuda:0') (tensor(385.4884, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.9019 (0.8635287051384813) | > loader_time: 0.0104 (0.010325610814533169)  --> TIME: 2025-05-11 20:02:22 -- STEP: 387/725 -- GLOBAL_STEP: 368150 | > loss_disc: 2.3953444957733154 (2.1959154987828047) | > loss_disc_real_0: 0.16756466031074524 (0.1354207724178793) | > loss_disc_real_1: 0.21144381165504456 (0.19026053463919848) | > loss_disc_real_2: 0.2083773910999298 (0.18787254077365534) | > loss_disc_real_3: 0.21125109493732452 (0.20503355150690997) | > loss_disc_real_4: 0.2067832201719284 (0.19401210611950834) | > loss_disc_real_5: 0.19967804849147797 (0.20790338304461742) | > loss_0: 2.3953444957733154 (2.1959154987828047) | > grad_norm_0: tensor(14.4205, device='cuda:0') (tensor(21.9200, device='cuda:0')) | > loss_gen: 2.39666748046875 (2.7811134650109657) | > loss_kl: 1.712849736213684 (1.725384873629232) | > loss_feat: 6.1255927085876465 (8.396636922230083) | > loss_mel: 10.684447288513184 (13.064039033204702) | > loss_duration: 1.7567384243011475 (1.6649021729634406) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.67629623413086 (27.632076421141317) | > grad_norm_1: tensor(190.8381, device='cuda:0') (tensor(379.7734, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8936 (0.8636200489615904) | > loader_time: 0.0102 (0.01030480707646648)  --> TIME: 2025-05-11 20:03:06 -- STEP: 437/725 -- GLOBAL_STEP: 368200 | > loss_disc: 2.299055576324463 (2.1951683686035977) | > loss_disc_real_0: 0.09650880843400955 (0.1352249959172592) | > loss_disc_real_1: 0.21710532903671265 (0.1903155157235996) | > loss_disc_real_2: 0.20776762068271637 (0.18770361021672555) | > loss_disc_real_3: 0.21241331100463867 (0.20499439575033826) | > loss_disc_real_4: 0.20704175531864166 (0.19390843515401582) | > loss_disc_real_5: 0.2059234380722046 (0.20804982395412175) | > loss_0: 2.299055576324463 (2.1951683686035977) | > grad_norm_0: tensor(21.0705, device='cuda:0') (tensor(21.8398, device='cuda:0')) | > loss_gen: 2.516953945159912 (2.7814477597548706) | > loss_kl: 1.8083125352859497 (1.72291546473514) | > loss_feat: 7.518870830535889 (8.395676630312567) | > loss_mel: 11.865350723266602 (13.051173336718666) | > loss_duration: 1.6281781196594238 (1.664838913649116) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.33766746520996 (27.616052099441774) | > grad_norm_1: tensor(471.5551, device='cuda:0') (tensor(375.8551, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8815 (0.8647399483338103) | > loader_time: 0.0098 (0.010309430499917033)  --> TIME: 2025-05-11 20:03:50 -- STEP: 487/725 -- GLOBAL_STEP: 368250 | > loss_disc: 2.2095789909362793 (2.195267834457772) | > loss_disc_real_0: 0.14465688169002533 (0.13537201955455536) | > loss_disc_real_1: 0.19655852019786835 (0.19035715253323757) | > loss_disc_real_2: 0.2047538459300995 (0.187690306309557) | > loss_disc_real_3: 0.16816554963588715 (0.20497137415213268) | > loss_disc_real_4: 0.1732219010591507 (0.19398999651721865) | > loss_disc_real_5: 0.19504576921463013 (0.20740210835571407) | > loss_0: 2.2095789909362793 (2.195267834457772) | > grad_norm_0: tensor(21.8842, device='cuda:0') (tensor(21.9730, device='cuda:0')) | > loss_gen: 2.7847297191619873 (2.78134777315833) | > loss_kl: 1.867600440979004 (1.7241650863839368) | > loss_feat: 8.26805305480957 (8.381261614069063) | > loss_mel: 12.730466842651367 (13.03579775165973) | > loss_duration: 1.6640228033065796 (1.6651212929210624) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.314870834350586 (27.587693498364708) | > grad_norm_1: tensor(419.6066, device='cuda:0') (tensor(381.3916, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8379 (0.8646021525717861) | > loader_time: 0.0104 (0.010308450252368461)  --> TIME: 2025-05-11 20:04:34 -- STEP: 537/725 -- GLOBAL_STEP: 368300 | > loss_disc: 2.271273612976074 (2.19557326022029) | > loss_disc_real_0: 0.11835597455501556 (0.13537219427595373) | > loss_disc_real_1: 0.2158188819885254 (0.19042387485393164) | > loss_disc_real_2: 0.20748426020145416 (0.18764177602984605) | > loss_disc_real_3: 0.21660056710243225 (0.20494529563288452) | > loss_disc_real_4: 0.21082845330238342 (0.1939831963797522) | > loss_disc_real_5: 0.17168939113616943 (0.20773143627901097) | > loss_0: 2.271273612976074 (2.19557326022029) | > grad_norm_0: tensor(15.4005, device='cuda:0') (tensor(22.1628, device='cuda:0')) | > loss_gen: 2.620936870574951 (2.7802546277392506) | > loss_kl: 1.7560508251190186 (1.723550087024824) | > loss_feat: 7.767596244812012 (8.369395747087074) | > loss_mel: 11.455788612365723 (13.037533610892696) | > loss_duration: 1.6928770542144775 (1.6655499526686286) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.293249130249023 (27.576284010761054) | > grad_norm_1: tensor(456.7806, device='cuda:0') (tensor(384.9792, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8539 (0.8639899574400551) | > loader_time: 0.0099 (0.010288099558881762)  --> TIME: 2025-05-11 20:05:18 -- STEP: 587/725 -- GLOBAL_STEP: 368350 | > loss_disc: 2.2655677795410156 (2.195612086144986) | > loss_disc_real_0: 0.10586781799793243 (0.13560142396002048) | > loss_disc_real_1: 0.17163586616516113 (0.1903711023535803) | > loss_disc_real_2: 0.1999531090259552 (0.18765267044356573) | > loss_disc_real_3: 0.1985291689634323 (0.20487213045917135) | > loss_disc_real_4: 0.16280095279216766 (0.19407514920632724) | > loss_disc_real_5: 0.23395930230617523 (0.20765562708373791) | > loss_0: 2.2655677795410156 (2.195612086144986) | > grad_norm_0: tensor(19.7667, device='cuda:0') (tensor(22.1650, device='cuda:0')) | > loss_gen: 2.546644687652588 (2.7805361130371624) | > loss_kl: 1.6379166841506958 (1.7216245112670951) | > loss_feat: 8.282293319702148 (8.375279381896604) | > loss_mel: 13.342194557189941 (13.04605636239255) | > loss_duration: 1.6574935913085938 (1.6652235986833073) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.466543197631836 (27.588719931737323) | > grad_norm_1: tensor(452.9440, device='cuda:0') (tensor(385.9420, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8715 (0.8639491676675001) | > loader_time: 0.0101 (0.01027095053833632)  --> TIME: 2025-05-11 20:06:02 -- STEP: 637/725 -- GLOBAL_STEP: 368400 | > loss_disc: 2.0705785751342773 (2.1958785536150702) | > loss_disc_real_0: 0.12104100733995438 (0.13556455769334894) | > loss_disc_real_1: 0.18608608841896057 (0.1902764720295439) | > loss_disc_real_2: 0.16935096681118011 (0.18760674010547032) | > loss_disc_real_3: 0.19798938930034637 (0.204809706266297) | > loss_disc_real_4: 0.19066287577152252 (0.1941169218468704) | > loss_disc_real_5: 0.20135551691055298 (0.20788343697552414) | > loss_0: 2.0705785751342773 (2.1958785536150702) | > grad_norm_0: tensor(26.8023, device='cuda:0') (tensor(22.0833, device='cuda:0')) | > loss_gen: 2.8823013305664062 (2.7784951305838557) | > loss_kl: 1.75263249874115 (1.7209633251935759) | > loss_feat: 8.873191833496094 (8.362019158607366) | > loss_mel: 14.080828666687012 (13.038093164165508) | > loss_duration: 1.6659533977508545 (1.665217604704517) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.254907608032227 (27.56478834526505) | > grad_norm_1: tensor(473.7286, device='cuda:0') (tensor(384.1950, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8454 (0.8638726212727599) | > loader_time: 0.0108 (0.010286013784363656)  --> TIME: 2025-05-11 20:06:45 -- STEP: 687/725 -- GLOBAL_STEP: 368450 | > loss_disc: 2.0970635414123535 (2.1953815810024446) | > loss_disc_real_0: 0.11804355680942535 (0.13545698690969707) | > loss_disc_real_1: 0.212554469704628 (0.19025936735769566) | > loss_disc_real_2: 0.1699438989162445 (0.18755537243302395) | > loss_disc_real_3: 0.20585621893405914 (0.2046274733899116) | > loss_disc_real_4: 0.1521749347448349 (0.19421517243812178) | > loss_disc_real_5: 0.20151908695697784 (0.20772732531833518) | > loss_0: 2.0970635414123535 (2.1953815810024446) | > grad_norm_0: tensor(23.5314, device='cuda:0') (tensor(21.8948, device='cuda:0')) | > loss_gen: 2.847033739089966 (2.7782377613683984) | > loss_kl: 1.8269606828689575 (1.717935195135758) | > loss_feat: 9.378658294677734 (8.357253956135347) | > loss_mel: 14.014470100402832 (13.034415153436791) | > loss_duration: 1.6682645082473755 (1.665219052563241) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.735387802124023 (27.55306109243779) | > grad_norm_1: tensor(505.7712, device='cuda:0') (tensor(381.7588, device='cuda:0')) | > current_lr_0: 0.0001892017483846843 | > current_lr_1: 0.0001892017483846843 | > step_time: 0.8835 (0.8632991733856428) | > loader_time: 0.0107 (0.010305354341842892)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3294625282287598 (2.3294625282287598) | > loss_disc_real_0: 0.23593994975090027 (0.23593994975090027) | > loss_disc_real_1: 0.19504307210445404 (0.19504307210445404) | > loss_disc_real_2: 0.20859888195991516 (0.20859888195991516) | > loss_disc_real_3: 0.23044845461845398 (0.23044845461845398) | > loss_disc_real_4: 0.2313585728406906 (0.2313585728406906) | > loss_disc_real_5: 0.24764221906661987 (0.24764221906661987) | > loss_0: 2.3294625282287598 (2.3294625282287598) | > loss_gen: 2.832751989364624 (2.832751989364624) | > loss_kl: 2.1892971992492676 (2.1892971992492676) | > loss_feat: 7.070554733276367 (7.070554733276367) | > loss_mel: 12.217010498046875 (12.217010498046875) | > loss_duration: 1.7247958183288574 (1.7247958183288574) | > loss_1: 26.03441047668457 (26.03441047668457)  --> STEP: 1 | > loss_disc: 2.341414451599121 (2.341414451599121) | > loss_disc_real_0: 0.2377948760986328 (0.2377948760986328) | > loss_disc_real_1: 0.2010333240032196 (0.2010333240032196) | > loss_disc_real_2: 0.22650322318077087 (0.22650322318077087) | > loss_disc_real_3: 0.22278337180614471 (0.22278337180614471) | > loss_disc_real_4: 0.2698994278907776 (0.2698994278907776) | > loss_disc_real_5: 0.23782861232757568 (0.23782861232757568) | > loss_0: 2.341414451599121 (2.341414451599121) | > loss_gen: 2.9535529613494873 (2.9535529613494873) | > loss_kl: 1.987756371498108 (1.987756371498108) | > loss_feat: 8.011148452758789 (8.011148452758789) | > loss_mel: 14.007684707641602 (14.007684707641602) | > loss_duration: 1.8494261503219604 (1.8494261503219604) | > loss_1: 28.809568405151367 (28.809568405151367)  --> STEP: 2 | > loss_disc: 2.2739808559417725 (2.3076976537704468) | > loss_disc_real_0: 0.2538240849971771 (0.24580948054790497) | > loss_disc_real_1: 0.18343180418014526 (0.19223256409168243) | > loss_disc_real_2: 0.22197513282299042 (0.22423917800188065) | > loss_disc_real_3: 0.22733862698078156 (0.22506099939346313) | > loss_disc_real_4: 0.2499203383922577 (0.25990988314151764) | > loss_disc_real_5: 0.2249920666217804 (0.23141033947467804) | > loss_0: 2.2739808559417725 (2.3076976537704468) | > loss_gen: 2.953861713409424 (2.9537073373794556) | > loss_kl: 1.933522343635559 (1.9606393575668335) | > loss_feat: 8.035613059997559 (8.023380756378174) | > loss_mel: 13.781173706054688 (13.894429206848145) | > loss_duration: 1.8507513999938965 (1.8500887751579285) | > loss_1: 28.554922103881836 (28.6822452545166)  --> STEP: 3 | > loss_disc: 2.299650192260742 (2.3050151666005454) | > loss_disc_real_0: 0.2256172150373459 (0.2390787253777186) | > loss_disc_real_1: 0.1918918639421463 (0.19211899737517038) | > loss_disc_real_2: 0.21431143581867218 (0.22092993060747781) | > loss_disc_real_3: 0.2577208876609802 (0.23594762881596884) | > loss_disc_real_4: 0.24673880636692047 (0.2555195242166519) | > loss_disc_real_5: 0.2352302521467209 (0.23268364369869232) | > loss_0: 2.299650192260742 (2.3050151666005454) | > loss_gen: 2.9898219108581543 (2.965745528539022) | > loss_kl: 2.0349209308624268 (1.985399881998698) | > loss_feat: 8.786843299865723 (8.277868270874023) | > loss_mel: 14.22131633758545 (14.00339158376058) | > loss_duration: 1.8488743305206299 (1.8496839602788289) | > loss_1: 29.881776809692383 (29.082089106241863)  --> STEP: 4 | > loss_disc: 2.2591772079467773 (2.2935556769371033) | > loss_disc_real_0: 0.20284403860569 (0.23002005368471146) | > loss_disc_real_1: 0.2141183316707611 (0.19761883094906807) | > loss_disc_real_2: 0.20714247226715088 (0.2174830660223961) | > loss_disc_real_3: 0.2182292938232422 (0.23151804506778717) | > loss_disc_real_4: 0.21414901316165924 (0.24517689645290375) | > loss_disc_real_5: 0.2660493552684784 (0.24102507159113884) | > loss_0: 2.2591772079467773 (2.2935556769371033) | > loss_gen: 2.9165871143341064 (2.953455924987793) | > loss_kl: 1.8317395448684692 (1.9469847977161407) | > loss_feat: 7.6409010887146 (8.118626475334167) | > loss_mel: 12.439709663391113 (13.612471103668213) | > loss_duration: 1.7700843811035156 (1.8297840654850006) | > loss_1: 26.599021911621094 (28.46132230758667) --> EVAL PERFORMANCE | > avg_loader_time: 0.3279348611831665 (-0.013759613037109375) | > avg_loss_disc: 2.2935556769371033 (+0.0388450026512146) | > avg_loss_disc_real_0: 0.23002005368471146 (+0.09056758880615234) | > avg_loss_disc_real_1: 0.19761883094906807 (+0.01867854595184326) | > avg_loss_disc_real_2: 0.2174830660223961 (-0.0023664645850658417) | > avg_loss_disc_real_3: 0.23151804506778717 (+0.04662705212831497) | > avg_loss_disc_real_4: 0.24517689645290375 (+0.04474126175045967) | > avg_loss_disc_real_5: 0.24102507159113884 (+0.01602790877223015) | > avg_loss_0: 2.2935556769371033 (+0.0388450026512146) | > avg_loss_gen: 2.953455924987793 (+0.41674715280532837) | > avg_loss_kl: 1.9469847977161407 (-0.07975700497627258) | > avg_loss_feat: 8.118626475334167 (-0.05877411365509033) | > avg_loss_mel: 13.612471103668213 (+0.7423181533813477) | > avg_loss_duration: 1.8297840654850006 (-0.0029219985008239746) | > avg_loss_1: 28.46132230758667 (+1.0176124572753906)  > EPOCH: 445/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 20:07:25)   --> TIME: 2025-05-11 20:07:38 -- STEP: 12/725 -- GLOBAL_STEP: 368500 | > loss_disc: 2.297900676727295 (2.2011798620224) | > loss_disc_real_0: 0.09437312930822372 (0.1345363687723875) | > loss_disc_real_1: 0.1941678673028946 (0.18707724660634995) | > loss_disc_real_2: 0.18642352521419525 (0.18314070254564285) | > loss_disc_real_3: 0.18981868028640747 (0.20544279118378958) | > loss_disc_real_4: 0.18833127617835999 (0.19249772156278291) | > loss_disc_real_5: 0.1687924861907959 (0.2066818724075953) | > loss_0: 2.297900676727295 (2.2011798620224) | > grad_norm_0: tensor(19.1032, device='cuda:0') (tensor(23.0433, device='cuda:0')) | > loss_gen: 2.614220380783081 (2.7469935019810996) | > loss_kl: 1.7004350423812866 (1.7106384138266246) | > loss_feat: 7.957925796508789 (8.346082925796509) | > loss_mel: 12.748300552368164 (13.414846499760946) | > loss_duration: 1.6807293891906738 (1.6641364792982738) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.701610565185547 (27.88269790013631) | > grad_norm_1: tensor(412.2208, device='cuda:0') (tensor(446.6528, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8733 (0.843503495057424) | > loader_time: 0.0103 (0.01130211353302002)  --> TIME: 2025-05-11 20:08:22 -- STEP: 62/725 -- GLOBAL_STEP: 368550 | > loss_disc: 2.367414712905884 (2.2054578411963677) | > loss_disc_real_0: 0.15732930600643158 (0.1363404095172882) | > loss_disc_real_1: 0.20689408481121063 (0.18952402039881674) | > loss_disc_real_2: 0.21598295867443085 (0.18610719471208512) | > loss_disc_real_3: 0.19655412435531616 (0.2051193899204654) | > loss_disc_real_4: 0.19226893782615662 (0.19457114872432524) | > loss_disc_real_5: 0.18588565289974213 (0.2098517449152085) | > loss_0: 2.367414712905884 (2.2054578411963677) | > grad_norm_0: tensor(12.5309, device='cuda:0') (tensor(20.7117, device='cuda:0')) | > loss_gen: 2.507390022277832 (2.753579393509895) | > loss_kl: 1.6487295627593994 (1.7049237970382936) | > loss_feat: 7.07389497756958 (8.267534440563571) | > loss_mel: 11.442112922668457 (12.984332853747953) | > loss_duration: 1.693749189376831 (1.6594991741641876) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.365875244140625 (27.369869662869363) | > grad_norm_1: tensor(171.5625, device='cuda:0') (tensor(329.8676, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.855 (0.8632145927798364) | > loader_time: 0.0108 (0.010909672706357895)  --> TIME: 2025-05-11 20:09:06 -- STEP: 112/725 -- GLOBAL_STEP: 368600 | > loss_disc: 2.061777353286743 (2.1988762766122814) | > loss_disc_real_0: 0.16547459363937378 (0.13668686643775022) | > loss_disc_real_1: 0.1506166160106659 (0.18922790525747196) | > loss_disc_real_2: 0.1684889793395996 (0.18697451241314408) | > loss_disc_real_3: 0.20585809648036957 (0.20431787640388524) | > loss_disc_real_4: 0.19232627749443054 (0.19369241382394514) | > loss_disc_real_5: 0.1964394748210907 (0.20948865384395635) | > loss_0: 2.061777353286743 (2.1988762766122814) | > grad_norm_0: tensor(36.9727, device='cuda:0') (tensor(20.6124, device='cuda:0')) | > loss_gen: 2.9502577781677246 (2.764972339783395) | > loss_kl: 1.6192151308059692 (1.7115075598870004) | > loss_feat: 9.413427352905273 (8.282658261912216) | > loss_mel: 14.474115371704102 (12.974950739315577) | > loss_duration: 1.6548112630844116 (1.6647947068725313) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.111827850341797 (27.39888368334089) | > grad_norm_1: tensor(429.9072, device='cuda:0') (tensor(327.2545, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8537 (0.862826270716531) | > loader_time: 0.0124 (0.01071090357644217)  --> TIME: 2025-05-11 20:09:50 -- STEP: 162/725 -- GLOBAL_STEP: 368650 | > loss_disc: 2.2929530143737793 (2.1970110072029954) | > loss_disc_real_0: 0.14524491131305695 (0.1366266968809528) | > loss_disc_real_1: 0.1753958910703659 (0.18872147734150474) | > loss_disc_real_2: 0.19248130917549133 (0.18656152431611664) | > loss_disc_real_3: 0.1851990818977356 (0.2041629358758161) | > loss_disc_real_4: 0.1767198145389557 (0.19334967875922163) | > loss_disc_real_5: 0.2291741520166397 (0.21001285388145918) | > loss_0: 2.2929530143737793 (2.1970110072029954) | > grad_norm_0: tensor(16.3911, device='cuda:0') (tensor(19.8339, device='cuda:0')) | > loss_gen: 2.726978302001953 (2.7575138910317114) | > loss_kl: 1.8065522909164429 (1.7171635156796303) | > loss_feat: 7.617979526519775 (8.263599684208998) | > loss_mel: 12.190505981445312 (12.950319243066104) | > loss_duration: 1.6159412860870361 (1.6650199102766723) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.957958221435547 (27.353616302396045) | > grad_norm_1: tensor(117.4592, device='cuda:0') (tensor(308.5667, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.844 (0.8629575423252436) | > loader_time: 0.0098 (0.010524905758139528)  --> TIME: 2025-05-11 20:10:34 -- STEP: 212/725 -- GLOBAL_STEP: 368700 | > loss_disc: 2.109945774078369 (2.1987091359102484) | > loss_disc_real_0: 0.08765827864408493 (0.13658370801581526) | > loss_disc_real_1: 0.19322063028812408 (0.18913887012398467) | > loss_disc_real_2: 0.206880122423172 (0.18680261525343053) | > loss_disc_real_3: 0.20990167558193207 (0.20504074332849034) | > loss_disc_real_4: 0.217407688498497 (0.1937883031677525) | > loss_disc_real_5: 0.17868851125240326 (0.20969204787375792) | > loss_0: 2.109945774078369 (2.1987091359102484) | > grad_norm_0: tensor(19.2824, device='cuda:0') (tensor(20.3242, device='cuda:0')) | > loss_gen: 2.874192476272583 (2.762443993451459) | > loss_kl: 1.5768922567367554 (1.7198854780422066) | > loss_feat: 8.595791816711426 (8.295434207286476) | > loss_mel: 13.65589714050293 (12.976438175957158) | > loss_duration: 1.6817634105682373 (1.6648756574909644) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.384536743164062 (27.419077504355954) | > grad_norm_1: tensor(404.5500, device='cuda:0') (tensor(322.8654, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8464 (0.8645604219076768) | > loader_time: 0.013 (0.010591483341073092)  --> TIME: 2025-05-11 20:11:18 -- STEP: 262/725 -- GLOBAL_STEP: 368750 | > loss_disc: 2.3517909049987793 (2.201861343310987) | > loss_disc_real_0: 0.1153266653418541 (0.13684336593701643) | > loss_disc_real_1: 0.21209020912647247 (0.18928908363325905) | > loss_disc_real_2: 0.19277697801589966 (0.18744597657946233) | > loss_disc_real_3: 0.21272806823253632 (0.20503102999379616) | > loss_disc_real_4: 0.1994519829750061 (0.19407042639173624) | > loss_disc_real_5: 0.2298041135072708 (0.20969597932719092) | > loss_0: 2.3517909049987793 (2.201861343310987) | > grad_norm_0: tensor(28.1443, device='cuda:0') (tensor(20.5868, device='cuda:0')) | > loss_gen: 2.5504236221313477 (2.761042049822916) | > loss_kl: 1.7223010063171387 (1.719685577254259) | > loss_feat: 6.665374279022217 (8.28831500861481) | > loss_mel: 11.09001636505127 (12.96807074364815) | > loss_duration: 1.6467483043670654 (1.6654383280805052) | > amp_scaler: 512.0 (271.6335877862595) | > loss_1: 23.674861907958984 (27.4025516801208) | > grad_norm_1: tensor(386.1861, device='cuda:0') (tensor(330.5992, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8873 (0.8637682472476522) | > loader_time: 0.0103 (0.01050701851153192)  --> TIME: 2025-05-11 20:12:02 -- STEP: 312/725 -- GLOBAL_STEP: 368800 | > loss_disc: 2.0543551445007324 (2.201908725958602) | > loss_disc_real_0: 0.09285593777894974 (0.13702617597599062) | > loss_disc_real_1: 0.19305403530597687 (0.18951360995952896) | > loss_disc_real_2: 0.182872474193573 (0.1877185666981416) | > loss_disc_real_3: 0.2262808382511139 (0.20490689179263047) | > loss_disc_real_4: 0.19049876928329468 (0.19397553572287926) | > loss_disc_real_5: 0.1834246665239334 (0.20941926925801319) | > loss_0: 2.0543551445007324 (2.201908725958602) | > grad_norm_0: tensor(25.9347, device='cuda:0') (tensor(21.2420, device='cuda:0')) | > loss_gen: 3.0501248836517334 (2.763451379843245) | > loss_kl: 1.562648057937622 (1.7194964920098972) | > loss_feat: 9.584939956665039 (8.293609446439989) | > loss_mel: 14.292928695678711 (12.969254227784967) | > loss_duration: 1.6582591533660889 (1.664577876146023) | > amp_scaler: 256.0 (300.3076923076922) | > loss_1: 30.148900985717773 (27.410389368350696) | > grad_norm_1: tensor(510.7576, device='cuda:0') (tensor(340.8948, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8615 (0.8650251863858639) | > loader_time: 0.0101 (0.010450704739643978)  --> TIME: 2025-05-11 20:12:46 -- STEP: 362/725 -- GLOBAL_STEP: 368850 | > loss_disc: 2.165015935897827 (2.1997978246014402) | > loss_disc_real_0: 0.11129077523946762 (0.13647707609346552) | > loss_disc_real_1: 0.21327373385429382 (0.18938229257724562) | > loss_disc_real_2: 0.19636166095733643 (0.18767584699787496) | > loss_disc_real_3: 0.2101771980524063 (0.20478492752952462) | > loss_disc_real_4: 0.22785437107086182 (0.19407683536821965) | > loss_disc_real_5: 0.18698163330554962 (0.20937348725222754) | > loss_0: 2.165015935897827 (2.1997978246014402) | > grad_norm_0: tensor(15.3920, device='cuda:0') (tensor(20.9713, device='cuda:0')) | > loss_gen: 2.9122941493988037 (2.764063906933061) | > loss_kl: 1.9520418643951416 (1.7144187889705054) | > loss_feat: 9.35825252532959 (8.30269462495878) | > loss_mel: 13.724138259887695 (12.967938591762145) | > loss_duration: 1.5871167182922363 (1.6636531517650541) | > amp_scaler: 256.0 (294.1878453038674) | > loss_1: 29.533842086791992 (27.412769001491824) | > grad_norm_1: tensor(430.3792, device='cuda:0') (tensor(343.9100, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8561 (0.8641196120509785) | > loader_time: 0.0105 (0.010443182281367692)  --> TIME: 2025-05-11 20:13:30 -- STEP: 412/725 -- GLOBAL_STEP: 368900 | > loss_disc: 2.178645133972168 (2.197967624201355) | > loss_disc_real_0: 0.12624269723892212 (0.135800499143531) | > loss_disc_real_1: 0.17001594603061676 (0.18940267686560316) | > loss_disc_real_2: 0.1720297783613205 (0.18729629533962144) | > loss_disc_real_3: 0.2161702662706375 (0.20471964016990749) | > loss_disc_real_4: 0.1760966181755066 (0.19405792693345292) | > loss_disc_real_5: 0.223353311419487 (0.2092560852326236) | > loss_0: 2.178645133972168 (2.197967624201355) | > grad_norm_0: tensor(19.8408, device='cuda:0') (tensor(20.7530, device='cuda:0')) | > loss_gen: 2.8486011028289795 (2.765237887507501) | > loss_kl: 1.6073122024536133 (1.7188206471285778) | > loss_feat: 8.945168495178223 (8.310586231426136) | > loss_mel: 13.329426765441895 (12.967852891070173) | > loss_duration: 1.6660161018371582 (1.664154777827772) | > amp_scaler: 256.0 (289.5533980582524) | > loss_1: 28.39652442932129 (27.426652385193172) | > grad_norm_1: tensor(210.4494, device='cuda:0') (tensor(346.2133, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8907 (0.8643472553456871) | > loader_time: 0.01 (0.010464201853113272)  --> TIME: 2025-05-11 20:14:14 -- STEP: 462/725 -- GLOBAL_STEP: 368950 | > loss_disc: 2.3665685653686523 (2.198002477744954) | > loss_disc_real_0: 0.12016559392213821 (0.13577863712718474) | > loss_disc_real_1: 0.1951332688331604 (0.18937275449047872) | > loss_disc_real_2: 0.17032812535762787 (0.1873646997786188) | > loss_disc_real_3: 0.22928351163864136 (0.20471554414018403) | > loss_disc_real_4: 0.20274752378463745 (0.19403676166162862) | > loss_disc_real_5: 0.23227399587631226 (0.2093032282732782) | > loss_0: 2.3665685653686523 (2.198002477744954) | > grad_norm_0: tensor(10.3878, device='cuda:0') (tensor(20.8218, device='cuda:0')) | > loss_gen: 2.632760524749756 (2.7670629530241975) | > loss_kl: 1.5231956243515015 (1.7175591572538604) | > loss_feat: 6.8926777839660645 (8.301516676361945) | > loss_mel: 11.873804092407227 (12.955524347561264) | > loss_duration: 1.6962776184082031 (1.6644207092074605) | > amp_scaler: 256.0 (285.9220779220777) | > loss_1: 24.618715286254883 (27.406083759291352) | > grad_norm_1: tensor(249.7417, device='cuda:0') (tensor(349.9004, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.7944 (0.8633886229940307) | > loader_time: 0.0102 (0.010471578800317016)  --> TIME: 2025-05-11 20:14:57 -- STEP: 512/725 -- GLOBAL_STEP: 369000 | > loss_disc: 2.1807849407196045 (2.200076003558931) | > loss_disc_real_0: 0.1381523311138153 (0.13637632020981977) | > loss_disc_real_1: 0.20547446608543396 (0.18945637287106365) | > loss_disc_real_2: 0.19518211483955383 (0.18783104378962895) | > loss_disc_real_3: 0.1947306990623474 (0.20484291401226068) | > loss_disc_real_4: 0.1795583963394165 (0.1942796424846165) | > loss_disc_real_5: 0.19527855515480042 (0.2090222984843422) | > loss_0: 2.1807849407196045 (2.200076003558931) | > grad_norm_0: tensor(24.6773, device='cuda:0') (tensor(21.2287, device='cuda:0')) | > loss_gen: 2.703456401824951 (2.76732584601268) | > loss_kl: 1.6208969354629517 (1.720159215619788) | > loss_feat: 7.90004825592041 (8.294776043854657) | > loss_mel: 12.463188171386719 (12.962789572775366) | > loss_duration: 1.6324431896209717 (1.6650505543220788) | > amp_scaler: 256.0 (282.9999999999998) | > loss_1: 26.32003402709961 (27.41010117158294) | > grad_norm_1: tensor(520.4100, device='cuda:0') (tensor(354.3660, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.849 (0.8630208410322666) | > loader_time: 0.01 (0.010460201650857929) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_369000.pth  --> TIME: 2025-05-11 20:15:44 -- STEP: 562/725 -- GLOBAL_STEP: 369050 | > loss_disc: 2.23820161819458 (2.1991234767479377) | > loss_disc_real_0: 0.14691631495952606 (0.13594105849009389) | > loss_disc_real_1: 0.16529464721679688 (0.1894139072118705) | > loss_disc_real_2: 0.17921222746372223 (0.1879838952708499) | > loss_disc_real_3: 0.1533961296081543 (0.20463524408824071) | > loss_disc_real_4: 0.19054563343524933 (0.19446176810196703) | > loss_disc_real_5: 0.20697149634361267 (0.20899070152396412) | > loss_0: 2.23820161819458 (2.1991234767479377) | > grad_norm_0: tensor(16.8844, device='cuda:0') (tensor(21.1334, device='cuda:0')) | > loss_gen: 2.5539488792419434 (2.7681138303356225) | > loss_kl: 1.7144943475723267 (1.7215128630081533) | > loss_feat: 7.152047157287598 (8.301287787664833) | > loss_mel: 11.722455978393555 (12.982270312054732) | > loss_duration: 1.6173605918884277 (1.664868293283673) | > amp_scaler: 256.0 (280.597864768683) | > loss_1: 24.76030731201172 (27.438053036075466) | > grad_norm_1: tensor(259.5927, device='cuda:0') (tensor(356.0269, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.907 (0.8626496846989806) | > loader_time: 0.0099 (0.010480117967544505)  --> TIME: 2025-05-11 20:16:28 -- STEP: 612/725 -- GLOBAL_STEP: 369100 | > loss_disc: 2.3084707260131836 (2.1989399077845535) | > loss_disc_real_0: 0.15558692812919617 (0.1358296601162626) | > loss_disc_real_1: 0.22931203246116638 (0.18940399333932045) | > loss_disc_real_2: 0.21417447924613953 (0.18807221617963585) | > loss_disc_real_3: 0.21364545822143555 (0.20475978017145496) | > loss_disc_real_4: 0.19757407903671265 (0.19450265748633264) | > loss_disc_real_5: 0.20414023101329803 (0.20876660285627144) | > loss_0: 2.3084707260131836 (2.1989399077845535) | > grad_norm_0: tensor(14.8825, device='cuda:0') (tensor(21.1194, device='cuda:0')) | > loss_gen: 2.6136276721954346 (2.768870959094926) | > loss_kl: 1.6293638944625854 (1.7218259627522985) | > loss_feat: 6.916576385498047 (8.30709581593284) | > loss_mel: 11.429226875305176 (12.986966404260382) | > loss_duration: 1.593019962310791 (1.6643853633621934) | > amp_scaler: 256.0 (278.58823529411734) | > loss_1: 24.181814193725586 (27.449144460017386) | > grad_norm_1: tensor(165.8407, device='cuda:0') (tensor(355.9960, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.838 (0.8629297832258387) | > loader_time: 0.0101 (0.010461866855621343)  --> TIME: 2025-05-11 20:17:11 -- STEP: 662/725 -- GLOBAL_STEP: 369150 | > loss_disc: 2.217707872390747 (2.2002613000639233) | > loss_disc_real_0: 0.14158129692077637 (0.1362208213848469) | > loss_disc_real_1: 0.1747036874294281 (0.18946873173792922) | > loss_disc_real_2: 0.1932060271501541 (0.1880595706335729) | > loss_disc_real_3: 0.25191718339920044 (0.204819409261117) | > loss_disc_real_4: 0.20072391629219055 (0.19450770721424726) | > loss_disc_real_5: 0.2333415150642395 (0.20903177577383208) | > loss_0: 2.217707872390747 (2.2002613000639233) | > grad_norm_0: tensor(72.5985, device='cuda:0') (tensor(21.2281, device='cuda:0')) | > loss_gen: 2.654571294784546 (2.7675036332398406) | > loss_kl: 1.71623957157135 (1.7234072157623546) | > loss_feat: 8.237967491149902 (8.300946808293514) | > loss_mel: 13.171627044677734 (12.983687834437166) | > loss_duration: 1.6792593002319336 (1.664658989791063) | > amp_scaler: 256.0 (276.8821752265859) | > loss_1: 27.459667205810547 (27.440204464776997) | > grad_norm_1: tensor(341.5741, device='cuda:0') (tensor(354.1191, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8911 (0.8628072569377473) | > loader_time: 0.0115 (0.010448305988599898)  --> TIME: 2025-05-11 20:17:55 -- STEP: 712/725 -- GLOBAL_STEP: 369200 | > loss_disc: 2.197204113006592 (2.2013129843084975) | > loss_disc_real_0: 0.12173504382371902 (0.1361163662788405) | > loss_disc_real_1: 0.19503629207611084 (0.18966028343341998) | > loss_disc_real_2: 0.19425512850284576 (0.18833432444946827) | > loss_disc_real_3: 0.1840379238128662 (0.20475728290804301) | > loss_disc_real_4: 0.19496551156044006 (0.1946525915913031) | > loss_disc_real_5: 0.18554289638996124 (0.20893312027949965) | > loss_0: 2.197204113006592 (2.2013129843084975) | > grad_norm_0: tensor(7.9268, device='cuda:0') (tensor(21.3958, device='cuda:0')) | > loss_gen: 2.6630210876464844 (2.7671106276887225) | > loss_kl: 1.6245375871658325 (1.721786025367426) | > loss_feat: 7.641975402832031 (8.296471071377233) | > loss_mel: 12.624311447143555 (12.990379873286477) | > loss_duration: 1.6696757078170776 (1.6643138402298592) | > amp_scaler: 256.0 (275.41573033707823) | > loss_1: 26.223520278930664 (27.440061427234262) | > grad_norm_1: tensor(105.5713, device='cuda:0') (tensor(357.0486, device='cuda:0')) | > current_lr_0: 0.00018917809816613621 | > current_lr_1: 0.00018917809816613621 | > step_time: 0.8299 (0.8626663668102093) | > loader_time: 0.0125 (0.010464785139212453)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.222611904144287 (2.222611904144287) | > loss_disc_real_0: 0.12039777636528015 (0.12039777636528015) | > loss_disc_real_1: 0.19131456315517426 (0.19131456315517426) | > loss_disc_real_2: 0.19128663837909698 (0.19128663837909698) | > loss_disc_real_3: 0.2127387672662735 (0.2127387672662735) | > loss_disc_real_4: 0.255891889333725 (0.255891889333725) | > loss_disc_real_5: 0.21728572249412537 (0.21728572249412537) | > loss_0: 2.222611904144287 (2.222611904144287) | > loss_gen: 2.7330100536346436 (2.7330100536346436) | > loss_kl: 2.097369432449341 (2.097369432449341) | > loss_feat: 8.984489440917969 (8.984489440917969) | > loss_mel: 14.666665077209473 (14.666665077209473) | > loss_duration: 1.734653353691101 (1.734653353691101) | > loss_1: 30.2161865234375 (30.2161865234375)  --> STEP: 1 | > loss_disc: 2.2639710903167725 (2.2639710903167725) | > loss_disc_real_0: 0.1355268508195877 (0.1355268508195877) | > loss_disc_real_1: 0.18527264893054962 (0.18527264893054962) | > loss_disc_real_2: 0.19356775283813477 (0.19356775283813477) | > loss_disc_real_3: 0.20389321446418762 (0.20389321446418762) | > loss_disc_real_4: 0.22601325809955597 (0.22601325809955597) | > loss_disc_real_5: 0.21339784562587738 (0.21339784562587738) | > loss_0: 2.2639710903167725 (2.2639710903167725) | > loss_gen: 2.5545403957366943 (2.5545403957366943) | > loss_kl: 1.9997183084487915 (1.9997183084487915) | > loss_feat: 8.470032691955566 (8.470032691955566) | > loss_mel: 13.990402221679688 (13.990402221679688) | > loss_duration: 1.874578833580017 (1.874578833580017) | > loss_1: 28.889272689819336 (28.889272689819336)  --> STEP: 2 | > loss_disc: 2.333308696746826 (2.2986398935317993) | > loss_disc_real_0: 0.14090093970298767 (0.1382138952612877) | > loss_disc_real_1: 0.2011166512966156 (0.1931946501135826) | > loss_disc_real_2: 0.19561448693275452 (0.19459111988544464) | > loss_disc_real_3: 0.22969937324523926 (0.21679629385471344) | > loss_disc_real_4: 0.22813084721565247 (0.22707205265760422) | > loss_disc_real_5: 0.2225031852722168 (0.2179505154490471) | > loss_0: 2.333308696746826 (2.2986398935317993) | > loss_gen: 2.5946545600891113 (2.574597477912903) | > loss_kl: 1.9071251153945923 (1.953421711921692) | > loss_feat: 7.7296857833862305 (8.099859237670898) | > loss_mel: 12.798081398010254 (13.39424180984497) | > loss_duration: 1.8805961608886719 (1.8775874972343445) | > loss_1: 26.91014289855957 (27.899707794189453)  --> STEP: 3 | > loss_disc: 2.3497748374938965 (2.3156848748524985) | > loss_disc_real_0: 0.13679488003253937 (0.13774089018503824) | > loss_disc_real_1: 0.2205522507429123 (0.20231385032335916) | > loss_disc_real_2: 0.2123546302318573 (0.20051229000091553) | > loss_disc_real_3: 0.22787350416183472 (0.22048869729042053) | > loss_disc_real_4: 0.2313956916332245 (0.22851326564947763) | > loss_disc_real_5: 0.22544343769550323 (0.2204481561978658) | > loss_0: 2.3497748374938965 (2.3156848748524985) | > loss_gen: 2.564948797225952 (2.5713812510172525) | > loss_kl: 2.082814931869507 (1.9965527852376301) | > loss_feat: 7.127359390258789 (7.775692621866862) | > loss_mel: 12.468456268310547 (13.085646629333496) | > loss_duration: 1.8359638452529907 (1.8637129465738933) | > loss_1: 26.079544067382812 (27.292986551920574)  --> STEP: 4 | > loss_disc: 2.18595552444458 (2.283252537250519) | > loss_disc_real_0: 0.1330285370349884 (0.1365628018975258) | > loss_disc_real_1: 0.1750982254743576 (0.19550994411110878) | > loss_disc_real_2: 0.17406019568443298 (0.1938992664217949) | > loss_disc_real_3: 0.22849737107753754 (0.22249086573719978) | > loss_disc_real_4: 0.22113347053527832 (0.2266683168709278) | > loss_disc_real_5: 0.20669162273406982 (0.2170090228319168) | > loss_0: 2.18595552444458 (2.283252537250519) | > loss_gen: 2.732006549835205 (2.6115375757217407) | > loss_kl: 2.0088582038879395 (1.9996291399002075) | > loss_feat: 9.3895845413208 (8.179165601730347) | > loss_mel: 15.122564315795898 (13.594876050949097) | > loss_duration: 1.7667226791381836 (1.8394653797149658) | > loss_1: 31.019737243652344 (28.224674224853516) --> EVAL PERFORMANCE | > avg_loader_time: 0.32909464836120605 (+0.0011597871780395508) | > avg_loss_disc: 2.283252537250519 (-0.010303139686584473) | > avg_loss_disc_real_0: 0.1365628018975258 (-0.09345725178718567) | > avg_loss_disc_real_1: 0.19550994411110878 (-0.0021088868379592896) | > avg_loss_disc_real_2: 0.1938992664217949 (-0.023583799600601196) | > avg_loss_disc_real_3: 0.22249086573719978 (-0.009027179330587387) | > avg_loss_disc_real_4: 0.2266683168709278 (-0.018508579581975937) | > avg_loss_disc_real_5: 0.2170090228319168 (-0.02401604875922203) | > avg_loss_0: 2.283252537250519 (-0.010303139686584473) | > avg_loss_gen: 2.6115375757217407 (-0.34191834926605225) | > avg_loss_kl: 1.9996291399002075 (+0.05264434218406677) | > avg_loss_feat: 8.179165601730347 (+0.0605391263961792) | > avg_loss_mel: 13.594876050949097 (-0.01759505271911621) | > avg_loss_duration: 1.8394653797149658 (+0.00968131422996521) | > avg_loss_1: 28.224674224853516 (-0.2366480827331543)  > EPOCH: 446/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 20:18:13)   --> TIME: 2025-05-11 20:18:48 -- STEP: 37/725 -- GLOBAL_STEP: 369250 | > loss_disc: 2.1231608390808105 (2.213713633047568) | > loss_disc_real_0: 0.1285950094461441 (0.14007370999535998) | > loss_disc_real_1: 0.17289091646671295 (0.19092638548967) | > loss_disc_real_2: 0.16933991014957428 (0.18808120489120483) | > loss_disc_real_3: 0.190570667386055 (0.20478208926883903) | > loss_disc_real_4: 0.19393250346183777 (0.19116188907945478) | > loss_disc_real_5: 0.21366101503372192 (0.2154909146798624) | > loss_0: 2.1231608390808105 (2.213713633047568) | > grad_norm_0: tensor(17.7992, device='cuda:0') (tensor(15.9408, device='cuda:0')) | > loss_gen: 2.9830238819122314 (2.734703012414881) | > loss_kl: 1.6915475130081177 (1.7154351247323525) | > loss_feat: 9.916112899780273 (8.202632169465762) | > loss_mel: 13.965024948120117 (12.919267422444111) | > loss_duration: 1.662266731262207 (1.6632348556776304) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.217975616455078 (27.235272536406647) | > grad_norm_1: tensor(334.5751, device='cuda:0') (tensor(233.6881, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8701 (0.8601356454797693) | > loader_time: 0.0104 (0.011471548595943966)  --> TIME: 2025-05-11 20:19:32 -- STEP: 87/725 -- GLOBAL_STEP: 369300 | > loss_disc: 2.241910696029663 (2.21361003799) | > loss_disc_real_0: 0.1316503882408142 (0.13949002231332075) | > loss_disc_real_1: 0.17922914028167725 (0.19150265331926017) | > loss_disc_real_2: 0.16645734012126923 (0.18708071523699268) | > loss_disc_real_3: 0.16387517750263214 (0.20498374549821877) | > loss_disc_real_4: 0.19148844480514526 (0.19405017210834327) | > loss_disc_real_5: 0.22716501355171204 (0.21001576931997276) | > loss_0: 2.241910696029663 (2.21361003799) | > grad_norm_0: tensor(12.0973, device='cuda:0') (tensor(17.6104, device='cuda:0')) | > loss_gen: 2.7112622261047363 (2.7357411960075635) | > loss_kl: 1.7289247512817383 (1.719807578229356) | > loss_feat: 7.923544883728027 (8.24999745686849) | > loss_mel: 12.782672882080078 (13.011473140497317) | > loss_duration: 1.6287989616394043 (1.6623568534851074) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.775203704833984 (27.379376203164288) | > grad_norm_1: tensor(86.4272, device='cuda:0') (tensor(290.5482, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8407 (0.8620110544665106) | > loader_time: 0.0119 (0.01146290494107652)  --> TIME: 2025-05-11 20:20:16 -- STEP: 137/725 -- GLOBAL_STEP: 369350 | > loss_disc: 2.2168872356414795 (2.2104397638000712) | > loss_disc_real_0: 0.1330866813659668 (0.13908322421956237) | > loss_disc_real_1: 0.17428120970726013 (0.19061310056352268) | > loss_disc_real_2: 0.1595345139503479 (0.18697355763755574) | > loss_disc_real_3: 0.1989423781633377 (0.2053898613165765) | > loss_disc_real_4: 0.2138051837682724 (0.19408827334859946) | > loss_disc_real_5: 0.21838608384132385 (0.21088705217316203) | > loss_0: 2.2168872356414795 (2.2104397638000712) | > grad_norm_0: tensor(37.8971, device='cuda:0') (tensor(17.9339, device='cuda:0')) | > loss_gen: 2.69160532951355 (2.7386278462235936) | > loss_kl: 1.84237802028656 (1.7205975960641011) | > loss_feat: 8.075164794921875 (8.23018480913482) | > loss_mel: 12.37895679473877 (12.916080690648434) | > loss_duration: 1.6585509777069092 (1.6631482108666076) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.64665412902832 (27.268639139885448) | > grad_norm_1: tensor(371.9291, device='cuda:0') (tensor(293.6898, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8365 (0.8640787253414628) | > loader_time: 0.0114 (0.011559448102964972)  --> TIME: 2025-05-11 20:21:00 -- STEP: 187/725 -- GLOBAL_STEP: 369400 | > loss_disc: 2.274786949157715 (2.207530685924592) | > loss_disc_real_0: 0.12691472470760345 (0.13837698086060307) | > loss_disc_real_1: 0.17916712164878845 (0.18980307502542587) | > loss_disc_real_2: 0.23775765299797058 (0.18787903454214494) | > loss_disc_real_3: 0.17843331396579742 (0.2050325269686347) | > loss_disc_real_4: 0.18380975723266602 (0.19358743360654557) | > loss_disc_real_5: 0.2712239921092987 (0.21071648780993604) | > loss_0: 2.274786949157715 (2.207530685924592) | > grad_norm_0: tensor(8.6310, device='cuda:0') (tensor(18.0849, device='cuda:0')) | > loss_gen: 2.764479637145996 (2.747667698936666) | > loss_kl: 1.8888822793960571 (1.7271849643737875) | > loss_feat: 7.935589790344238 (8.258863961632878) | > loss_mel: 12.824316024780273 (12.942462548852607) | > loss_duration: 1.6904492378234863 (1.6650478776125985) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.103717803955078 (27.341226995947515) | > grad_norm_1: tensor(263.9194, device='cuda:0') (tensor(307.5995, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8704 (0.8631741184601811) | > loader_time: 0.0104 (0.011528605445821018)  --> TIME: 2025-05-11 20:21:44 -- STEP: 237/725 -- GLOBAL_STEP: 369450 | > loss_disc: 2.2944839000701904 (2.203971497620209) | > loss_disc_real_0: 0.20435382425785065 (0.1379106326445245) | > loss_disc_real_1: 0.21172280609607697 (0.18965470960623101) | > loss_disc_real_2: 0.20357179641723633 (0.18793098358162344) | > loss_disc_real_3: 0.22276116907596588 (0.20471855331573807) | > loss_disc_real_4: 0.17910654842853546 (0.1936138697943104) | > loss_disc_real_5: 0.20948685705661774 (0.20939054135783317) | > loss_0: 2.2944839000701904 (2.203971497620209) | > grad_norm_0: tensor(33.0115, device='cuda:0') (tensor(18.9124, device='cuda:0')) | > loss_gen: 2.8609845638275146 (2.7585167100157917) | > loss_kl: 1.7236839532852173 (1.7329982368251946) | > loss_feat: 7.647069931030273 (8.289230276260705) | > loss_mel: 12.906506538391113 (12.988953248357976) | > loss_duration: 1.6526694297790527 (1.6650469539537711) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.79091453552246 (27.434745297653254) | > grad_norm_1: tensor(239.1024, device='cuda:0') (tensor(324.0602, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8475 (0.8632526659261326) | > loader_time: 0.0094 (0.011298768128020853)  --> TIME: 2025-05-11 20:22:28 -- STEP: 287/725 -- GLOBAL_STEP: 369500 | > loss_disc: 2.289616346359253 (2.2061847336200895) | > loss_disc_real_0: 0.1742333620786667 (0.13895028063748346) | > loss_disc_real_1: 0.1872103065252304 (0.1896085200201759) | > loss_disc_real_2: 0.22469815611839294 (0.18807001110776375) | > loss_disc_real_3: 0.2045958936214447 (0.20480028931895208) | > loss_disc_real_4: 0.23068393766880035 (0.19359489096789412) | > loss_disc_real_5: 0.22191013395786285 (0.21029651897086507) | > loss_0: 2.289616346359253 (2.2061847336200895) | > grad_norm_0: tensor(40.8616, device='cuda:0') (tensor(19.4025, device='cuda:0')) | > loss_gen: 2.7050604820251465 (2.756646928886919) | > loss_kl: 1.6543378829956055 (1.7282047388030262) | > loss_feat: 7.501039981842041 (8.255661100460683) | > loss_mel: 11.94666862487793 (12.96619361119819) | > loss_duration: 1.6820242404937744 (1.6648656811032974) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.489131927490234 (27.371571942904257) | > grad_norm_1: tensor(326.1469, device='cuda:0') (tensor(326.2618, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.816 (0.8622037932432488) | > loader_time: 0.0108 (0.011269209692287112)  --> TIME: 2025-05-11 20:23:12 -- STEP: 337/725 -- GLOBAL_STEP: 369550 | > loss_disc: 2.1797261238098145 (2.206932178236966) | > loss_disc_real_0: 0.13668639957904816 (0.13842511062098536) | > loss_disc_real_1: 0.20634825527668 (0.189933902387803) | > loss_disc_real_2: 0.18022692203521729 (0.18837801776052582) | > loss_disc_real_3: 0.21993552148342133 (0.20506857715834503) | > loss_disc_real_4: 0.2149803787469864 (0.19364836365426674) | > loss_disc_real_5: 0.26260995864868164 (0.21008100358421097) | > loss_0: 2.1797261238098145 (2.206932178236966) | > grad_norm_0: tensor(18.4772, device='cuda:0') (tensor(19.3520, device='cuda:0')) | > loss_gen: 2.9759628772735596 (2.756169965076163) | > loss_kl: 1.7828789949417114 (1.7272527094057122) | > loss_feat: 8.223098754882812 (8.248535732133453) | > loss_mel: 12.746837615966797 (12.932748211597483) | > loss_duration: 1.650549292564392 (1.6645961490512244) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.37932777404785 (27.329302654775727) | > grad_norm_1: tensor(547.0756, device='cuda:0') (tensor(332.0004, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8821 (0.8638262218113115) | > loader_time: 0.0103 (0.011213952780477376)  --> TIME: 2025-05-11 20:23:56 -- STEP: 387/725 -- GLOBAL_STEP: 369600 | > loss_disc: 2.252185106277466 (2.2040095871425103) | > loss_disc_real_0: 0.15150372684001923 (0.138144477393276) | > loss_disc_real_1: 0.19061000645160675 (0.18960073039667247) | > loss_disc_real_2: 0.1938563734292984 (0.18827891600070382) | > loss_disc_real_3: 0.19219781458377838 (0.20477250276147865) | > loss_disc_real_4: 0.19461622834205627 (0.19343178108989106) | > loss_disc_real_5: 0.21495065093040466 (0.20976438124974575) | > loss_0: 2.252185106277466 (2.2040095871425103) | > grad_norm_0: tensor(22.7894, device='cuda:0') (tensor(19.4608, device='cuda:0')) | > loss_gen: 2.6424520015716553 (2.7587205698323785) | > loss_kl: 1.5403398275375366 (1.7247744613839675) | > loss_feat: 7.681158065795898 (8.259107900220291) | > loss_mel: 11.927810668945312 (12.938351162952358) | > loss_duration: 1.7419404983520508 (1.6649501141959688) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.53369903564453 (27.345904130960303) | > grad_norm_1: tensor(503.5695, device='cuda:0') (tensor(334.7314, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8745 (0.8645020824994227) | > loader_time: 0.0112 (0.011163263049852636)  --> TIME: 2025-05-11 20:24:40 -- STEP: 437/725 -- GLOBAL_STEP: 369650 | > loss_disc: 2.189540386199951 (2.2050758572955953) | > loss_disc_real_0: 0.12554225325584412 (0.13796276975960167) | > loss_disc_real_1: 0.16440145671367645 (0.1897878879745165) | > loss_disc_real_2: 0.21073806285858154 (0.18838838636193178) | > loss_disc_real_3: 0.2101314514875412 (0.20465646575053723) | > loss_disc_real_4: 0.20404452085494995 (0.19376145501022202) | > loss_disc_real_5: 0.23049189150333405 (0.20956266840208046) | > loss_0: 2.189540386199951 (2.2050758572955953) | > grad_norm_0: tensor(18.4649, device='cuda:0') (tensor(19.4119, device='cuda:0')) | > loss_gen: 2.828305244445801 (2.7584236219218434) | > loss_kl: 1.6675407886505127 (1.7231819504185726) | > loss_feat: 8.098440170288086 (8.248195462696069) | > loss_mel: 12.520401000976562 (12.902696423999782) | > loss_duration: 1.6213256120681763 (1.6650225385102853) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.736011505126953 (27.2975199238932) | > grad_norm_1: tensor(343.2847, device='cuda:0') (tensor(336.5895, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.9016 (0.8639241055983974) | > loader_time: 0.0101 (0.011123599395053613)  --> TIME: 2025-05-11 20:25:24 -- STEP: 487/725 -- GLOBAL_STEP: 369700 | > loss_disc: 2.2189438343048096 (2.205723364739936) | > loss_disc_real_0: 0.11529957503080368 (0.1375146698229613) | > loss_disc_real_1: 0.19305521249771118 (0.19012212239251736) | > loss_disc_real_2: 0.19707991182804108 (0.18852906574703585) | > loss_disc_real_3: 0.19458460807800293 (0.20490751664863727) | > loss_disc_real_4: 0.18325191736221313 (0.19398821229440225) | > loss_disc_real_5: 0.22301267087459564 (0.2096548248426626) | > loss_0: 2.2189438343048096 (2.205723364739936) | > grad_norm_0: tensor(17.3430, device='cuda:0') (tensor(19.7677, device='cuda:0')) | > loss_gen: 2.7095439434051514 (2.7596726583993885) | > loss_kl: 1.9106707572937012 (1.7204505944398885) | > loss_feat: 8.0301513671875 (8.241884086655881) | > loss_mel: 11.057958602905273 (12.91458893997224) | > loss_duration: 1.6455613374710083 (1.66531422397684) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.353885650634766 (27.301910416056725) | > grad_norm_1: tensor(404.2430, device='cuda:0') (tensor(341.5293, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8183 (0.863654534185202) | > loader_time: 0.0094 (0.011078224534616335)  --> TIME: 2025-05-11 20:26:07 -- STEP: 537/725 -- GLOBAL_STEP: 369750 | > loss_disc: 2.2349205017089844 (2.207187679004846) | > loss_disc_real_0: 0.13032962381839752 (0.13777676542433515) | > loss_disc_real_1: 0.17035596072673798 (0.19023298012921705) | > loss_disc_real_2: 0.18780262768268585 (0.18857415628166835) | > loss_disc_real_3: 0.22266551852226257 (0.20498185320384466) | > loss_disc_real_4: 0.21534627676010132 (0.19407273717987686) | > loss_disc_real_5: 0.2268037647008896 (0.20962392223835885) | > loss_0: 2.2349205017089844 (2.207187679004846) | > grad_norm_0: tensor(9.0733, device='cuda:0') (tensor(20.0200, device='cuda:0')) | > loss_gen: 2.642932415008545 (2.7578444822762473) | > loss_kl: 1.478136658668518 (1.718666358367025) | > loss_feat: 7.554263114929199 (8.225858469915126) | > loss_mel: 11.08198070526123 (12.894393478691915) | > loss_duration: 1.6795010566711426 (1.665654293429696) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.436813354492188 (27.262416992329563) | > grad_norm_1: tensor(396.8644, device='cuda:0') (tensor(347.0988, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8549 (0.8630349991263846) | > loader_time: 0.0094 (0.011029224821975114)  --> TIME: 2025-05-11 20:26:51 -- STEP: 587/725 -- GLOBAL_STEP: 369800 | > loss_disc: 2.1564717292785645 (2.205476679834433) | > loss_disc_real_0: 0.1683475524187088 (0.13748113939211773) | > loss_disc_real_1: 0.2126842886209488 (0.1901590562151075) | > loss_disc_real_2: 0.19995464384555817 (0.18843096702834003) | > loss_disc_real_3: 0.21393585205078125 (0.20492201096662283) | > loss_disc_real_4: 0.19854451715946198 (0.19385163219458398) | > loss_disc_real_5: 0.19811312854290009 (0.20968618141122336) | > loss_0: 2.1564717292785645 (2.205476679834433) | > grad_norm_0: tensor(38.7071, device='cuda:0') (tensor(20.1023, device='cuda:0')) | > loss_gen: 2.792506694793701 (2.7603070536910774) | > loss_kl: 1.7678115367889404 (1.7216343508059162) | > loss_feat: 9.180132865905762 (8.250782591317748) | > loss_mel: 14.576902389526367 (12.919573262359256) | > loss_duration: 1.66165030002594 (1.6653295954406975) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.97900390625 (27.31762678091122) | > grad_norm_1: tensor(422.7557, device='cuda:0') (tensor(343.9659, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8665 (0.8624682731076032) | > loader_time: 0.0125 (0.010990790654690953)  --> TIME: 2025-05-11 20:27:35 -- STEP: 637/725 -- GLOBAL_STEP: 369850 | > loss_disc: 2.07277774810791 (2.205524172850268) | > loss_disc_real_0: 0.12708967924118042 (0.13743011455754855) | > loss_disc_real_1: 0.1833096593618393 (0.19012028030361067) | > loss_disc_real_2: 0.19141435623168945 (0.18842230608549365) | > loss_disc_real_3: 0.17541110515594482 (0.20497690775143687) | > loss_disc_real_4: 0.17658863961696625 (0.1938485765663009) | > loss_disc_real_5: 0.19744586944580078 (0.2096401442725394) | > loss_0: 2.07277774810791 (2.205524172850268) | > grad_norm_0: tensor(23.2799, device='cuda:0') (tensor(20.1197, device='cuda:0')) | > loss_gen: 2.890561580657959 (2.7597217267873337) | > loss_kl: 1.6768574714660645 (1.7229417901211295) | > loss_feat: 9.354242324829102 (8.245587501645652) | > loss_mel: 13.977154731750488 (12.917700517495723) | > loss_duration: 1.6319741010665894 (1.6649662471453852) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.530790328979492 (27.310917715075597) | > grad_norm_1: tensor(525.1471, device='cuda:0') (tensor(344.1922, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8609 (0.8624379679771196) | > loader_time: 0.0101 (0.010932451140375301)  --> TIME: 2025-05-11 20:28:19 -- STEP: 687/725 -- GLOBAL_STEP: 369900 | > loss_disc: 2.213674545288086 (2.2054023135350422) | > loss_disc_real_0: 0.15211723744869232 (0.13738229333963975) | > loss_disc_real_1: 0.18204990029335022 (0.19009827324656942) | > loss_disc_real_2: 0.17833323776721954 (0.18812031356354822) | > loss_disc_real_3: 0.17890436947345734 (0.20510716421808928) | > loss_disc_real_4: 0.18580207228660583 (0.1938805895080733) | > loss_disc_real_5: 0.16910500824451447 (0.20967977590522752) | > loss_0: 2.213674545288086 (2.2054023135350422) | > grad_norm_0: tensor(28.1000, device='cuda:0') (tensor(20.2383, device='cuda:0')) | > loss_gen: 2.673689603805542 (2.7604651569105485) | > loss_kl: 1.8607234954833984 (1.726954558530749) | > loss_feat: 8.561863899230957 (8.253269174734067) | > loss_mel: 12.286870002746582 (12.925930997690259) | > loss_duration: 1.6691869497299194 (1.665013473974392) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.05233383178711 (27.331633286011073) | > grad_norm_1: tensor(582.6169, device='cuda:0') (tensor(348.2872, device='cuda:0')) | > current_lr_0: 0.00018915445090386543 | > current_lr_1: 0.00018915445090386543 | > step_time: 0.8823 (0.8626002845458762) | > loader_time: 0.0097 (0.010897179357870176)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.261819839477539 (2.261819839477539) | > loss_disc_real_0: 0.163526713848114 (0.163526713848114) | > loss_disc_real_1: 0.19093187153339386 (0.19093187153339386) | > loss_disc_real_2: 0.15734541416168213 (0.15734541416168213) | > loss_disc_real_3: 0.24222664535045624 (0.24222664535045624) | > loss_disc_real_4: 0.26118892431259155 (0.26118892431259155) | > loss_disc_real_5: 0.22531971335411072 (0.22531971335411072) | > loss_0: 2.261819839477539 (2.261819839477539) | > loss_gen: 2.8357555866241455 (2.8357555866241455) | > loss_kl: 2.306851625442505 (2.306851625442505) | > loss_feat: 8.766542434692383 (8.766542434692383) | > loss_mel: 13.820008277893066 (13.820008277893066) | > loss_duration: 1.724705457687378 (1.724705457687378) | > loss_1: 29.4538631439209 (29.4538631439209)  --> STEP: 1 | > loss_disc: 2.1703128814697266 (2.1703128814697266) | > loss_disc_real_0: 0.1679500937461853 (0.1679500937461853) | > loss_disc_real_1: 0.18552525341510773 (0.18552525341510773) | > loss_disc_real_2: 0.15289242565631866 (0.15289242565631866) | > loss_disc_real_3: 0.21048089861869812 (0.21048089861869812) | > loss_disc_real_4: 0.23747190833091736 (0.23747190833091736) | > loss_disc_real_5: 0.20251280069351196 (0.20251280069351196) | > loss_0: 2.1703128814697266 (2.1703128814697266) | > loss_gen: 2.860929489135742 (2.860929489135742) | > loss_kl: 2.312978506088257 (2.312978506088257) | > loss_feat: 9.216072082519531 (9.216072082519531) | > loss_mel: 14.2411527633667 (14.2411527633667) | > loss_duration: 1.8425748348236084 (1.8425748348236084) | > loss_1: 30.47370719909668 (30.47370719909668)  --> STEP: 2 | > loss_disc: 2.2290053367614746 (2.1996591091156006) | > loss_disc_real_0: 0.1797713041305542 (0.17386069893836975) | > loss_disc_real_1: 0.19315248727798462 (0.18933887034654617) | > loss_disc_real_2: 0.15529192984104156 (0.15409217774868011) | > loss_disc_real_3: 0.223220095038414 (0.21685049682855606) | > loss_disc_real_4: 0.24509698152542114 (0.24128444492816925) | > loss_disc_real_5: 0.2208162397146225 (0.21166452020406723) | > loss_0: 2.2290053367614746 (2.1996591091156006) | > loss_gen: 2.817729949951172 (2.839329719543457) | > loss_kl: 2.037346124649048 (2.1751623153686523) | > loss_feat: 8.607779502868652 (8.911925792694092) | > loss_mel: 13.150477409362793 (13.695815086364746) | > loss_duration: 1.8847005367279053 (1.8636376857757568) | > loss_1: 28.49803352355957 (29.485870361328125)  --> STEP: 3 | > loss_disc: 2.267533779144287 (2.2222839991251626) | > loss_disc_real_0: 0.18066680431365967 (0.17612940073013306) | > loss_disc_real_1: 0.20088306069374084 (0.19318693379561105) | > loss_disc_real_2: 0.16056792438030243 (0.1562507599592209) | > loss_disc_real_3: 0.22962699830532074 (0.2211093306541443) | > loss_disc_real_4: 0.23260973393917084 (0.2383928745985031) | > loss_disc_real_5: 0.2345343381166458 (0.21928779284159342) | > loss_0: 2.267533779144287 (2.2222839991251626) | > loss_gen: 2.794239044189453 (2.8242994944254556) | > loss_kl: 2.009841203689575 (2.1200552781422934) | > loss_feat: 8.400435447692871 (8.741429011027018) | > loss_mel: 13.132551193237305 (13.508060455322266) | > loss_duration: 1.8498423099517822 (1.8590392271677654) | > loss_1: 28.186908721923828 (29.05288314819336)  --> STEP: 4 | > loss_disc: 2.327423095703125 (2.2485687732696533) | > loss_disc_real_0: 0.18674786388874054 (0.17878401651978493) | > loss_disc_real_1: 0.20373575389385223 (0.19582413882017136) | > loss_disc_real_2: 0.1631821244955063 (0.15798360109329224) | > loss_disc_real_3: 0.2451348602771759 (0.2271157130599022) | > loss_disc_real_4: 0.2232743799686432 (0.23461325094103813) | > loss_disc_real_5: 0.2346465140581131 (0.22312747314572334) | > loss_0: 2.327423095703125 (2.2485687732696533) | > loss_gen: 2.593841314315796 (2.7666849493980408) | > loss_kl: 2.0691604614257812 (2.1073315739631653) | > loss_feat: 7.131505489349365 (8.338948130607605) | > loss_mel: 11.089837074279785 (12.903504610061646) | > loss_duration: 1.7669554948806763 (1.836018294095993) | > loss_1: 24.651302337646484 (27.95248794555664) --> EVAL PERFORMANCE | > avg_loader_time: 0.33785998821258545 (+0.008765339851379395) | > avg_loss_disc: 2.2485687732696533 (-0.03468376398086548) | > avg_loss_disc_real_0: 0.17878401651978493 (+0.04222121462225914) | > avg_loss_disc_real_1: 0.19582413882017136 (+0.0003141947090625763) | > avg_loss_disc_real_2: 0.15798360109329224 (-0.035915665328502655) | > avg_loss_disc_real_3: 0.2271157130599022 (+0.004624847322702408) | > avg_loss_disc_real_4: 0.23461325094103813 (+0.007944934070110321) | > avg_loss_disc_real_5: 0.22312747314572334 (+0.006118450313806534) | > avg_loss_0: 2.2485687732696533 (-0.03468376398086548) | > avg_loss_gen: 2.7666849493980408 (+0.15514737367630005) | > avg_loss_kl: 2.1073315739631653 (+0.10770243406295776) | > avg_loss_feat: 8.338948130607605 (+0.1597825288772583) | > avg_loss_mel: 12.903504610061646 (-0.6913714408874512) | > avg_loss_duration: 1.836018294095993 (-0.0034470856189727783) | > avg_loss_1: 27.95248794555664 (-0.272186279296875)  > EPOCH: 447/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 20:28:59)   --> TIME: 2025-05-11 20:29:11 -- STEP: 12/725 -- GLOBAL_STEP: 369950 | > loss_disc: 2.2798876762390137 (2.2231366833051043) | > loss_disc_real_0: 0.17600643634796143 (0.1453698445111513) | > loss_disc_real_1: 0.18508140742778778 (0.1931372582912445) | > loss_disc_real_2: 0.21014107763767242 (0.19168952107429504) | > loss_disc_real_3: 0.2086549997329712 (0.1992828013996283) | > loss_disc_real_4: 0.18651142716407776 (0.19626551245649657) | > loss_disc_real_5: 0.21914111077785492 (0.20451492071151733) | > loss_0: 2.2798876762390137 (2.2231366833051043) | > grad_norm_0: tensor(41.4043, device='cuda:0') (tensor(25.7456, device='cuda:0')) | > loss_gen: 2.619210720062256 (2.7090816100438437) | > loss_kl: 1.7943745851516724 (1.7798052728176117) | > loss_feat: 7.682870864868164 (7.865807731946309) | > loss_mel: 12.639114379882812 (12.62276029586792) | > loss_duration: 1.686720848083496 (1.663550039132436) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.422290802001953 (26.64100519816081) | > grad_norm_1: tensor(581.2925, device='cuda:0') (tensor(404.0875, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8614 (0.8456291556358337) | > loader_time: 0.0092 (0.010400176048278807)  --> TIME: 2025-05-11 20:29:56 -- STEP: 62/725 -- GLOBAL_STEP: 370000 | > loss_disc: 2.288675546646118 (2.210908343715053) | > loss_disc_real_0: 0.10392694920301437 (0.13802432052550784) | > loss_disc_real_1: 0.17120254039764404 (0.19037345027731312) | > loss_disc_real_2: 0.2045862227678299 (0.18809705924603243) | > loss_disc_real_3: 0.22884440422058105 (0.2063270723146777) | > loss_disc_real_4: 0.17642076313495636 (0.19413979111179228) | > loss_disc_real_5: 0.20626649260520935 (0.2083023113589133) | > loss_0: 2.288675546646118 (2.210908343715053) | > grad_norm_0: tensor(27.6970, device='cuda:0') (tensor(23.7359, device='cuda:0')) | > loss_gen: 2.5156409740448 (2.745726966088818) | > loss_kl: 1.6956331729888916 (1.7450489440271932) | > loss_feat: 6.537301063537598 (8.145233784952467) | > loss_mel: 11.198780059814453 (12.839888834184215) | > loss_duration: 1.7032561302185059 (1.6605049929311197) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.650609970092773 (27.136403668311335) | > grad_norm_1: tensor(449.1040, device='cuda:0') (tensor(406.7589, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8614 (0.8643037772947743) | > loader_time: 0.0115 (0.010551948701181715) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_370000.pth  --> TIME: 2025-05-11 20:30:42 -- STEP: 112/725 -- GLOBAL_STEP: 370050 | > loss_disc: 2.2935523986816406 (2.201201040829933) | > loss_disc_real_0: 0.11625084280967712 (0.13502019524042094) | > loss_disc_real_1: 0.22576938569545746 (0.19007582882685317) | > loss_disc_real_2: 0.19290269911289215 (0.18863247334957123) | > loss_disc_real_3: 0.22077453136444092 (0.20587253956390278) | > loss_disc_real_4: 0.18103021383285522 (0.19423876596348627) | > loss_disc_real_5: 0.2083108276128769 (0.20810190495103598) | > loss_0: 2.2935523986816406 (2.201201040829933) | > grad_norm_0: tensor(22.0202, device='cuda:0') (tensor(22.0067, device='cuda:0')) | > loss_gen: 2.739114761352539 (2.756390075598444) | > loss_kl: 1.5405373573303223 (1.756635345518589) | > loss_feat: 8.915767669677734 (8.236219857420242) | > loss_mel: 12.99325180053711 (12.911789034094129) | > loss_duration: 1.6540570259094238 (1.6635827177337237) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.842727661132812 (27.324617198535375) | > grad_norm_1: tensor(431.6396, device='cuda:0') (tensor(390.6028, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8393 (0.8656434118747711) | > loader_time: 0.0099 (0.010491332837513518)  --> TIME: 2025-05-11 20:31:27 -- STEP: 162/725 -- GLOBAL_STEP: 370100 | > loss_disc: 2.1668200492858887 (2.2002112159022595) | > loss_disc_real_0: 0.13410939276218414 (0.1363278219453346) | > loss_disc_real_1: 0.175846666097641 (0.18960247069229313) | > loss_disc_real_2: 0.17843106389045715 (0.18801772815209847) | > loss_disc_real_3: 0.19135697185993195 (0.20490374977206005) | > loss_disc_real_4: 0.20583699643611908 (0.1943353925038267) | > loss_disc_real_5: 0.20540522038936615 (0.206944884525405) | > loss_0: 2.1668200492858887 (2.2002112159022595) | > grad_norm_0: tensor(11.1666, device='cuda:0') (tensor(22.2341, device='cuda:0')) | > loss_gen: 2.8119776248931885 (2.7641991641786374) | > loss_kl: 1.8042056560516357 (1.7466188750149292) | > loss_feat: 7.871097087860107 (8.27044782226468) | > loss_mel: 12.231708526611328 (12.884389418142819) | > loss_duration: 1.6009962558746338 (1.6638472227402676) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.319984436035156 (27.329502553115656) | > grad_norm_1: tensor(75.0792, device='cuda:0') (tensor(385.9360, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8509 (0.868700588190997) | > loader_time: 0.0096 (0.010319946724691512)  --> TIME: 2025-05-11 20:32:11 -- STEP: 212/725 -- GLOBAL_STEP: 370150 | > loss_disc: 2.2423601150512695 (2.198045448312221) | > loss_disc_real_0: 0.16268809139728546 (0.1371305546600301) | > loss_disc_real_1: 0.22834859788417816 (0.18981862841349728) | > loss_disc_real_2: 0.18853801488876343 (0.18830976255659784) | > loss_disc_real_3: 0.2046162635087967 (0.20439188688431145) | > loss_disc_real_4: 0.19798199832439423 (0.1942685417971521) | > loss_disc_real_5: 0.17627555131912231 (0.20575067288470714) | > loss_0: 2.2423601150512695 (2.198045448312221) | > grad_norm_0: tensor(29.8541, device='cuda:0') (tensor(22.6604, device='cuda:0')) | > loss_gen: 2.6483936309814453 (2.770229066317936) | > loss_kl: 1.6629620790481567 (1.7425471527396508) | > loss_feat: 8.337272644042969 (8.279322864874356) | > loss_mel: 12.596135139465332 (12.869813122839302) | > loss_duration: 1.6742217540740967 (1.663992906516453) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.91898536682129 (27.325905170080798) | > grad_norm_1: tensor(557.9284, device='cuda:0') (tensor(398.3121, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8603 (0.8691136758282499) | > loader_time: 0.0102 (0.010319536586977405)  --> TIME: 2025-05-11 20:32:55 -- STEP: 262/725 -- GLOBAL_STEP: 370200 | > loss_disc: 2.142698049545288 (2.197168859816691) | > loss_disc_real_0: 0.1091010570526123 (0.13618433353213863) | > loss_disc_real_1: 0.18727101385593414 (0.18973846608445843) | > loss_disc_real_2: 0.18334326148033142 (0.18826352964148263) | > loss_disc_real_3: 0.20260636508464813 (0.20446330286164321) | > loss_disc_real_4: 0.19126778841018677 (0.1944441071334686) | > loss_disc_real_5: 0.22026470303535461 (0.20596076508287253) | > loss_0: 2.142698049545288 (2.197168859816691) | > grad_norm_0: tensor(25.7793, device='cuda:0') (tensor(21.6947, device='cuda:0')) | > loss_gen: 2.877965211868286 (2.7703551099500583) | > loss_kl: 1.7764540910720825 (1.7375455971892553) | > loss_feat: 9.143303871154785 (8.299788891814137) | > loss_mel: 14.21936321258545 (12.916371065241693) | > loss_duration: 1.6640808582305908 (1.6650077868963926) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.681169509887695 (27.38906847975636) | > grad_norm_1: tensor(229.5143, device='cuda:0') (tensor(387.6553, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.896 (0.8674578220789669) | > loader_time: 0.0115 (0.01026787193676898)  --> TIME: 2025-05-11 20:33:39 -- STEP: 312/725 -- GLOBAL_STEP: 370250 | > loss_disc: 2.318883180618286 (2.1995254755020155) | > loss_disc_real_0: 0.10715743899345398 (0.13627694891049313) | > loss_disc_real_1: 0.19623708724975586 (0.1900254317965262) | > loss_disc_real_2: 0.18281538784503937 (0.18852934943368796) | > loss_disc_real_3: 0.2278721183538437 (0.20498516138356473) | > loss_disc_real_4: 0.18901605904102325 (0.1945658212957474) | > loss_disc_real_5: 0.21093598008155823 (0.20631502200968763) | > loss_0: 2.318883180618286 (2.1995254755020155) | > grad_norm_0: tensor(18.9483, device='cuda:0') (tensor(21.0905, device='cuda:0')) | > loss_gen: 2.4696083068847656 (2.7674110218500467) | > loss_kl: 1.6272382736206055 (1.7307104877172372) | > loss_feat: 7.020068168640137 (8.2854081438138) | > loss_mel: 11.480029106140137 (12.911425529382178) | > loss_duration: 1.6479861736297607 (1.6646455969565959) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.24492835998535 (27.359600812960895) | > grad_norm_1: tensor(384.8680, device='cuda:0') (tensor(375.1185, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8501 (0.866979337655581) | > loader_time: 0.01 (0.010257946375088818)  --> TIME: 2025-05-11 20:34:23 -- STEP: 362/725 -- GLOBAL_STEP: 370300 | > loss_disc: 2.337817907333374 (2.1979338688086414) | > loss_disc_real_0: 0.11790721118450165 (0.13592635202144396) | > loss_disc_real_1: 0.18308404088020325 (0.18961163894247599) | > loss_disc_real_2: 0.2377139925956726 (0.18848620688553006) | > loss_disc_real_3: 0.1927681565284729 (0.20490227820794235) | > loss_disc_real_4: 0.1977711319923401 (0.1944597159301378) | > loss_disc_real_5: 0.24146491289138794 (0.20687617180426485) | > loss_0: 2.337817907333374 (2.1979338688086414) | > grad_norm_0: tensor(23.7178, device='cuda:0') (tensor(21.0095, device='cuda:0')) | > loss_gen: 2.612121343612671 (2.768720021564) | > loss_kl: 1.8365765810012817 (1.730220775248596) | > loss_feat: 7.340778827667236 (8.303759952935073) | > loss_mel: 11.760395050048828 (12.921086819791011) | > loss_duration: 1.606177568435669 (1.6639443721560487) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.156051635742188 (27.38773198944429) | > grad_norm_1: tensor(87.7505, device='cuda:0') (tensor(370.5061, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8583 (0.8673972754188664) | > loader_time: 0.011 (0.01022634980428284)  --> TIME: 2025-05-11 20:35:07 -- STEP: 412/725 -- GLOBAL_STEP: 370350 | > loss_disc: 2.168642997741699 (2.197901821541555) | > loss_disc_real_0: 0.0882541686296463 (0.13634332913218192) | > loss_disc_real_1: 0.1793690174818039 (0.1895653405091136) | > loss_disc_real_2: 0.18542833626270294 (0.1883706384275144) | > loss_disc_real_3: 0.20337702333927155 (0.20479889098301682) | > loss_disc_real_4: 0.19351360201835632 (0.1943779402927866) | > loss_disc_real_5: 0.18036885559558868 (0.20684283252045954) | > loss_0: 2.168642997741699 (2.197901821541555) | > grad_norm_0: tensor(32.8736, device='cuda:0') (tensor(21.1299, device='cuda:0')) | > loss_gen: 2.846470832824707 (2.772561873625783) | > loss_kl: 1.6791877746582031 (1.7299534661098592) | > loss_feat: 8.905961990356445 (8.318077263322856) | > loss_mel: 13.250085830688477 (12.939089786659173) | > loss_duration: 1.660933256149292 (1.6645637863469358) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.34263801574707 (27.424246218598004) | > grad_norm_1: tensor(535.4990, device='cuda:0') (tensor(368.9235, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8903 (0.8673043951247502) | > loader_time: 0.0121 (0.010208086481372121)  --> TIME: 2025-05-11 20:35:51 -- STEP: 462/725 -- GLOBAL_STEP: 370400 | > loss_disc: 2.1752285957336426 (2.196645967630081) | > loss_disc_real_0: 0.1312587857246399 (0.13637733591712395) | > loss_disc_real_1: 0.1677427887916565 (0.1893394120456851) | > loss_disc_real_2: 0.17290706932544708 (0.1879337151329238) | > loss_disc_real_3: 0.19313743710517883 (0.20470005267368258) | > loss_disc_real_4: 0.19292321801185608 (0.19427479642294182) | > loss_disc_real_5: 0.20237481594085693 (0.20748474145735504) | > loss_0: 2.1752285957336426 (2.196645967630081) | > grad_norm_0: tensor(22.1449, device='cuda:0') (tensor(20.8760, device='cuda:0')) | > loss_gen: 2.693497657775879 (2.774995344541806) | > loss_kl: 1.6991747617721558 (1.7271979923372145) | > loss_feat: 8.774578094482422 (8.338184751989527) | > loss_mel: 14.010880470275879 (12.955364002293845) | > loss_duration: 1.6949412822723389 (1.6645254128939149) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.873071670532227 (27.460267554113877) | > grad_norm_1: tensor(350.6285, device='cuda:0') (tensor(365.1646, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8415 (0.8670474357935257) | > loader_time: 0.0103 (0.01021940006322158)  --> TIME: 2025-05-11 20:36:35 -- STEP: 512/725 -- GLOBAL_STEP: 370450 | > loss_disc: 2.216395139694214 (2.1970149737317115) | > loss_disc_real_0: 0.12532244622707367 (0.13642818902735593) | > loss_disc_real_1: 0.17119106650352478 (0.18927051592618216) | > loss_disc_real_2: 0.21133537590503693 (0.18786784572876053) | > loss_disc_real_3: 0.23211993277072906 (0.20481147148530005) | > loss_disc_real_4: 0.17109926044940948 (0.1944007640413474) | > loss_disc_real_5: 0.18847821652889252 (0.2074833195074462) | > loss_0: 2.216395139694214 (2.1970149737317115) | > grad_norm_0: tensor(15.1819, device='cuda:0') (tensor(20.7065, device='cuda:0')) | > loss_gen: 2.7782366275787354 (2.772168945055455) | > loss_kl: 1.7385573387145996 (1.7265178370289505) | > loss_feat: 7.9095940589904785 (8.33517066109926) | > loss_mel: 12.242612838745117 (12.959365991875535) | > loss_duration: 1.62264883518219 (1.6653358621988448) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.291648864746094 (27.458559338003397) | > grad_norm_1: tensor(220.5721, device='cuda:0') (tensor(353.7768, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8605 (0.8667778675444424) | > loader_time: 0.0098 (0.010202165693044656)  --> TIME: 2025-05-11 20:37:19 -- STEP: 562/725 -- GLOBAL_STEP: 370500 | > loss_disc: 2.2859787940979004 (2.196793239523932) | > loss_disc_real_0: 0.1574191153049469 (0.13630463270424098) | > loss_disc_real_1: 0.1673489809036255 (0.18912906356129341) | > loss_disc_real_2: 0.1864018440246582 (0.1878916922148012) | > loss_disc_real_3: 0.20763401687145233 (0.20477665881245163) | > loss_disc_real_4: 0.18476787209510803 (0.1943610346614254) | > loss_disc_real_5: 0.1913260519504547 (0.20790870259665087) | > loss_0: 2.2859787940979004 (2.196793239523932) | > grad_norm_0: tensor(19.6785, device='cuda:0') (tensor(20.5110, device='cuda:0')) | > loss_gen: 2.5953407287597656 (2.7713338310608235) | > loss_kl: 1.8025479316711426 (1.7296188217040909) | > loss_feat: 7.567018508911133 (8.337581816092937) | > loss_mel: 11.995726585388184 (12.970941078620461) | > loss_duration: 1.6520013809204102 (1.6650527919314517) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.612632751464844 (27.47452836698485) | > grad_norm_1: tensor(117.3417, device='cuda:0') (tensor(345.2002, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.9114 (0.8669948747573798) | > loader_time: 0.01 (0.010170395263997678)  --> TIME: 2025-05-11 20:38:03 -- STEP: 612/725 -- GLOBAL_STEP: 370550 | > loss_disc: 2.1599042415618896 (2.1976738901309703) | > loss_disc_real_0: 0.15652792155742645 (0.13637786223461817) | > loss_disc_real_1: 0.16656607389450073 (0.18912120811105543) | > loss_disc_real_2: 0.16840364038944244 (0.1880964406954697) | > loss_disc_real_3: 0.1876412332057953 (0.20479711822045393) | > loss_disc_real_4: 0.1707729995250702 (0.19447726705202867) | > loss_disc_real_5: 0.21349792182445526 (0.20796255940218386) | > loss_0: 2.1599042415618896 (2.1976738901309703) | > grad_norm_0: tensor(17.3224, device='cuda:0') (tensor(20.4228, device='cuda:0')) | > loss_gen: 2.832166910171509 (2.768862902338986) | > loss_kl: 1.8850548267364502 (1.7300310376422856) | > loss_feat: 8.490761756896973 (8.326471885045379) | > loss_mel: 13.60291862487793 (12.954074214486528) | > loss_duration: 1.6066597700119019 (1.6647428513741973) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.417560577392578 (27.44418291952096) | > grad_norm_1: tensor(112.9436, device='cuda:0') (tensor(343.1812, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.818 (0.8671527462067947) | > loader_time: 0.0089 (0.010201216523164231)  --> TIME: 2025-05-11 20:38:47 -- STEP: 662/725 -- GLOBAL_STEP: 370600 | > loss_disc: 2.190401554107666 (2.195939569134726) | > loss_disc_real_0: 0.1738400012254715 (0.13635654287170784) | > loss_disc_real_1: 0.18040266633033752 (0.1888585216914418) | > loss_disc_real_2: 0.18850810825824738 (0.1879056019995508) | > loss_disc_real_3: 0.20501750707626343 (0.2047513654720027) | > loss_disc_real_4: 0.19735075533390045 (0.19440832252408802) | > loss_disc_real_5: 0.20240291953086853 (0.20791135419981727) | > loss_0: 2.190401554107666 (2.195939569134726) | > grad_norm_0: tensor(24.1902, device='cuda:0') (tensor(20.5007, device='cuda:0')) | > loss_gen: 2.777151584625244 (2.772399664645467) | > loss_kl: 1.7711232900619507 (1.7309854794124822) | > loss_feat: 9.498373985290527 (8.34041032690296) | > loss_mel: 14.62440013885498 (12.964349879238911) | > loss_duration: 1.6795001029968262 (1.6651566882147903) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.350549697875977 (27.47330206902726) | > grad_norm_1: tensor(133.4719, device='cuda:0') (tensor(343.1572, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.9011 (0.8666299563520264) | > loader_time: 0.0102 (0.010195343155875305)  --> TIME: 2025-05-11 20:39:31 -- STEP: 712/725 -- GLOBAL_STEP: 370650 | > loss_disc: 2.187065839767456 (2.195193712128684) | > loss_disc_real_0: 0.14993809163570404 (0.13617049305166087) | > loss_disc_real_1: 0.17712263762950897 (0.1887783418210703) | > loss_disc_real_2: 0.20417241752147675 (0.1879123571548569) | > loss_disc_real_3: 0.1983315348625183 (0.20469825610183598) | > loss_disc_real_4: 0.18185275793075562 (0.19435557959538496) | > loss_disc_real_5: 0.2259691059589386 (0.20779579555553004) | > loss_0: 2.187065839767456 (2.195193712128684) | > grad_norm_0: tensor(35.6324, device='cuda:0') (tensor(20.6414, device='cuda:0')) | > loss_gen: 2.7513933181762695 (2.7739657692694912) | > loss_kl: 1.5331906080245972 (1.7286746736322895) | > loss_feat: 8.085168838500977 (8.3452415841349) | > loss_mel: 13.283602714538574 (12.972160899237311) | > loss_duration: 1.6597278118133545 (1.664936934964042) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.313081741333008 (27.484979886687203) | > grad_norm_1: tensor(392.0292, device='cuda:0') (tensor(345.4323, device='cuda:0')) | > current_lr_0: 0.00018913080659750244 | > current_lr_1: 0.00018913080659750244 | > step_time: 0.8478 (0.8666048589047421) | > loader_time: 0.0099 (0.010192262657572712)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.349991798400879 (2.349991798400879) | > loss_disc_real_0: 0.13985265791416168 (0.13985265791416168) | > loss_disc_real_1: 0.2039501667022705 (0.2039501667022705) | > loss_disc_real_2: 0.17997492849826813 (0.17997492849826813) | > loss_disc_real_3: 0.23411010205745697 (0.23411010205745697) | > loss_disc_real_4: 0.2884281575679779 (0.2884281575679779) | > loss_disc_real_5: 0.25590404868125916 (0.25590404868125916) | > loss_0: 2.349991798400879 (2.349991798400879) | > loss_gen: 2.659153461456299 (2.659153461456299) | > loss_kl: 2.0137367248535156 (2.0137367248535156) | > loss_feat: 8.718732833862305 (8.718732833862305) | > loss_mel: 13.917403221130371 (13.917403221130371) | > loss_duration: 1.7464628219604492 (1.7464628219604492) | > loss_1: 29.05548858642578 (29.05548858642578)  --> STEP: 1 | > loss_disc: 2.4123191833496094 (2.4123191833496094) | > loss_disc_real_0: 0.15461230278015137 (0.15461230278015137) | > loss_disc_real_1: 0.20012706518173218 (0.20012706518173218) | > loss_disc_real_2: 0.1739412397146225 (0.1739412397146225) | > loss_disc_real_3: 0.23073731362819672 (0.23073731362819672) | > loss_disc_real_4: 0.27578654885292053 (0.27578654885292053) | > loss_disc_real_5: 0.24443839490413666 (0.24443839490413666) | > loss_0: 2.4123191833496094 (2.4123191833496094) | > loss_gen: 2.4935684204101562 (2.4935684204101562) | > loss_kl: 2.217775583267212 (2.217775583267212) | > loss_feat: 7.291341304779053 (7.291341304779053) | > loss_mel: 12.125394821166992 (12.125394821166992) | > loss_duration: 1.8386316299438477 (1.8386316299438477) | > loss_1: 25.966712951660156 (25.966712951660156)  --> STEP: 2 | > loss_disc: 2.3387794494628906 (2.37554931640625) | > loss_disc_real_0: 0.13694438338279724 (0.1457783430814743) | > loss_disc_real_1: 0.19951392710208893 (0.19982049614191055) | > loss_disc_real_2: 0.1778617650270462 (0.17590150237083435) | > loss_disc_real_3: 0.2318171262741089 (0.2312772199511528) | > loss_disc_real_4: 0.27662593126296997 (0.27620624005794525) | > loss_disc_real_5: 0.2808224856853485 (0.2626304402947426) | > loss_0: 2.3387794494628906 (2.37554931640625) | > loss_gen: 2.662935256958008 (2.578251838684082) | > loss_kl: 1.995507836341858 (2.106641709804535) | > loss_feat: 7.646333694458008 (7.46883749961853) | > loss_mel: 13.669896125793457 (12.897645473480225) | > loss_duration: 1.8874080181121826 (1.8630198240280151) | > loss_1: 27.862079620361328 (26.914396286010742)  --> STEP: 3 | > loss_disc: 2.3031909465789795 (2.3514298597971597) | > loss_disc_real_0: 0.11669295281171799 (0.13608321299155554) | > loss_disc_real_1: 0.21029886603355408 (0.20331328610579172) | > loss_disc_real_2: 0.16964977979660034 (0.1738175948460897) | > loss_disc_real_3: 0.22572240233421326 (0.22942561407883963) | > loss_disc_real_4: 0.2936323881149292 (0.2820149560769399) | > loss_disc_real_5: 0.2703661322593689 (0.26520900428295135) | > loss_0: 2.3031909465789795 (2.3514298597971597) | > loss_gen: 2.694026470184326 (2.6168433825174966) | > loss_kl: 1.9208332300186157 (2.044705549875895) | > loss_feat: 7.946946144104004 (7.6282070477803545) | > loss_mel: 13.394396781921387 (13.063229242960611) | > loss_duration: 1.8409326076507568 (1.855657418568929) | > loss_1: 27.797136306762695 (27.208642959594727)  --> STEP: 4 | > loss_disc: 2.295748710632324 (2.337509572505951) | > loss_disc_real_0: 0.12163612246513367 (0.13247144035995007) | > loss_disc_real_1: 0.17367689311504364 (0.1959041878581047) | > loss_disc_real_2: 0.15853533148765564 (0.16999702900648117) | > loss_disc_real_3: 0.2040371149778366 (0.22307848930358887) | > loss_disc_real_4: 0.2717565894126892 (0.27945036441087723) | > loss_disc_real_5: 0.23969338834285736 (0.25883010029792786) | > loss_0: 2.295748710632324 (2.337509572505951) | > loss_gen: 2.546212673187256 (2.5991857051849365) | > loss_kl: 1.9550055265426636 (2.0222805440425873) | > loss_feat: 9.568108558654785 (8.113182425498962) | > loss_mel: 14.27044677734375 (13.365033626556396) | > loss_duration: 1.8001165390014648 (1.841772198677063) | > loss_1: 30.139888763427734 (27.94145441055298) --> EVAL PERFORMANCE | > avg_loader_time: 0.32807618379592896 (-0.009783804416656494) | > avg_loss_disc: 2.337509572505951 (+0.08894079923629761) | > avg_loss_disc_real_0: 0.13247144035995007 (-0.04631257615983486) | > avg_loss_disc_real_1: 0.1959041878581047 (+8.004903793334961e-05) | > avg_loss_disc_real_2: 0.16999702900648117 (+0.012013427913188934) | > avg_loss_disc_real_3: 0.22307848930358887 (-0.004037223756313324) | > avg_loss_disc_real_4: 0.27945036441087723 (+0.044837113469839096) | > avg_loss_disc_real_5: 0.25883010029792786 (+0.035702627152204514) | > avg_loss_0: 2.337509572505951 (+0.08894079923629761) | > avg_loss_gen: 2.5991857051849365 (-0.16749924421310425) | > avg_loss_kl: 2.0222805440425873 (-0.085051029920578) | > avg_loss_feat: 8.113182425498962 (-0.22576570510864258) | > avg_loss_mel: 13.365033626556396 (+0.461529016494751) | > avg_loss_duration: 1.841772198677063 (+0.005753904581069946) | > avg_loss_1: 27.94145441055298 (-0.01103353500366211)  > EPOCH: 448/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 20:39:49)   --> TIME: 2025-05-11 20:40:24 -- STEP: 37/725 -- GLOBAL_STEP: 370700 | > loss_disc: 2.1714601516723633 (2.205690905854509) | > loss_disc_real_0: 0.18452546000480652 (0.13566008673326388) | > loss_disc_real_1: 0.17916575074195862 (0.19177003285369357) | > loss_disc_real_2: 0.1996569186449051 (0.18626689991435488) | > loss_disc_real_3: 0.22165851294994354 (0.20657591682833595) | > loss_disc_real_4: 0.1806122362613678 (0.19613543072262327) | > loss_disc_real_5: 0.21694660186767578 (0.209112309926265) | > loss_0: 2.1714601516723633 (2.205690905854509) | > grad_norm_0: tensor(27.5934, device='cuda:0') (tensor(20.2805, device='cuda:0')) | > loss_gen: 2.8759708404541016 (2.759845347017855) | > loss_kl: 1.7310400009155273 (1.728138095623738) | > loss_feat: 8.400505065917969 (8.246724824647647) | > loss_mel: 12.590303421020508 (13.063973529918774) | > loss_duration: 1.66200852394104 (1.6593398339039571) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.25982666015625 (27.45802162789009) | > grad_norm_1: tensor(323.4444, device='cuda:0') (tensor(382.6395, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8806 (0.8664769481968235) | > loader_time: 0.0105 (0.010323936874802047)  --> TIME: 2025-05-11 20:41:08 -- STEP: 87/725 -- GLOBAL_STEP: 370750 | > loss_disc: 2.2711799144744873 (2.1903888261181192) | > loss_disc_real_0: 0.11005448549985886 (0.13450884296633733) | > loss_disc_real_1: 0.17368163168430328 (0.18828413849589468) | > loss_disc_real_2: 0.20690037310123444 (0.18607455149464228) | > loss_disc_real_3: 0.21864596009254456 (0.20524675270606732) | > loss_disc_real_4: 0.2059815675020218 (0.1942359901022637) | > loss_disc_real_5: 0.19021263718605042 (0.2074752232466621) | > loss_0: 2.2711799144744873 (2.1903888261181192) | > grad_norm_0: tensor(20.3737, device='cuda:0') (tensor(22.4193, device='cuda:0')) | > loss_gen: 2.686392307281494 (2.774212313794542) | > loss_kl: 1.7916414737701416 (1.7224332971134404) | > loss_feat: 7.898834228515625 (8.304100425764066) | > loss_mel: 12.822394371032715 (12.997232272707183) | > loss_duration: 1.6495486497879028 (1.6623240887433632) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.848812103271484 (27.460302506370102) | > grad_norm_1: tensor(384.3584, device='cuda:0') (tensor(382.2668, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8416 (0.8665974331998277) | > loader_time: 0.0098 (0.010543993149680655)  --> TIME: 2025-05-11 20:41:52 -- STEP: 137/725 -- GLOBAL_STEP: 370800 | > loss_disc: 2.206348419189453 (2.191277408251799) | > loss_disc_real_0: 0.09929724037647247 (0.13364559934087042) | > loss_disc_real_1: 0.1652848869562149 (0.18923352114910627) | > loss_disc_real_2: 0.18440209329128265 (0.18639164216762044) | > loss_disc_real_3: 0.1850036084651947 (0.20432165406481193) | > loss_disc_real_4: 0.17252656817436218 (0.19432619235811444) | > loss_disc_real_5: 0.2103433609008789 (0.20836890700959815) | > loss_0: 2.206348419189453 (2.191277408251799) | > grad_norm_0: tensor(34.9695, device='cuda:0') (tensor(21.4489, device='cuda:0')) | > loss_gen: 2.71940541267395 (2.7700278759002686) | > loss_kl: 1.7661007642745972 (1.709685297778053) | > loss_feat: 7.989898204803467 (8.306523789454552) | > loss_mel: 12.580543518066406 (12.997495887923415) | > loss_duration: 1.6477642059326172 (1.6637322458907635) | > amp_scaler: 512.0 (278.4233576642336) | > loss_1: 26.703712463378906 (27.44746514480479) | > grad_norm_1: tensor(217.6835, device='cuda:0') (tensor(364.7748, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8314 (0.8670546799680613) | > loader_time: 0.009 (0.010595036249091156)  --> TIME: 2025-05-11 20:42:37 -- STEP: 187/725 -- GLOBAL_STEP: 370850 | > loss_disc: 2.20859956741333 (2.1951922656380574) | > loss_disc_real_0: 0.12249097973108292 (0.1343153535443194) | > loss_disc_real_1: 0.1786506623029709 (0.18964824757792736) | > loss_disc_real_2: 0.2148035615682602 (0.18826350936277664) | > loss_disc_real_3: 0.19610728323459625 (0.204017593181707) | > loss_disc_real_4: 0.1896849274635315 (0.1942827503152072) | > loss_disc_real_5: 0.21404126286506653 (0.20825396717232178) | > loss_0: 2.20859956741333 (2.1951922656380574) | > grad_norm_0: tensor(14.3955, device='cuda:0') (tensor(21.1680, device='cuda:0')) | > loss_gen: 2.677255153656006 (2.7679232429055607) | > loss_kl: 1.7308274507522583 (1.7144820779402632) | > loss_feat: 7.928460597991943 (8.267155206139718) | > loss_mel: 12.599431037902832 (12.970421959372128) | > loss_duration: 1.6735992431640625 (1.664574532585348) | > amp_scaler: 512.0 (340.87700534759364) | > loss_1: 26.609575271606445 (27.38455710181578) | > grad_norm_1: tensor(304.1165, device='cuda:0') (tensor(362.0081, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8806 (0.870134483684193) | > loader_time: 0.01 (0.01055302721931335)  --> TIME: 2025-05-11 20:43:21 -- STEP: 237/725 -- GLOBAL_STEP: 370900 | > loss_disc: 2.1851892471313477 (2.197196369935693) | > loss_disc_real_0: 0.1282508224248886 (0.13455293566491533) | > loss_disc_real_1: 0.19277167320251465 (0.19006841004146305) | > loss_disc_real_2: 0.1792527139186859 (0.18872474599236677) | > loss_disc_real_3: 0.1965915709733963 (0.20392031433210092) | > loss_disc_real_4: 0.18647944927215576 (0.19434591140676652) | > loss_disc_real_5: 0.22481507062911987 (0.20772566970139114) | > loss_0: 2.1851892471313477 (2.197196369935693) | > grad_norm_0: tensor(11.5236, device='cuda:0') (tensor(21.1642, device='cuda:0')) | > loss_gen: 2.9885785579681396 (2.765403602696672) | > loss_kl: 1.7417428493499756 (1.7151358182923204) | > loss_feat: 8.816125869750977 (8.255402583110188) | > loss_mel: 13.311347007751465 (12.963202561004252) | > loss_duration: 1.6456820964813232 (1.6646437941724237) | > amp_scaler: 512.0 (376.9789029535865) | > loss_1: 28.503477096557617 (27.363788451826522) | > grad_norm_1: tensor(413.8805, device='cuda:0') (tensor(361.0839, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8363 (0.8708004941417196) | > loader_time: 0.0095 (0.010493040084838865)  --> TIME: 2025-05-11 20:44:05 -- STEP: 287/725 -- GLOBAL_STEP: 370950 | > loss_disc: 2.011873722076416 (2.198583485772802) | > loss_disc_real_0: 0.12854154407978058 (0.13521021581173773) | > loss_disc_real_1: 0.1810174435377121 (0.19019173828151587) | > loss_disc_real_2: 0.17417651414871216 (0.18915096480879634) | > loss_disc_real_3: 0.21826216578483582 (0.2039785983774305) | > loss_disc_real_4: 0.21603578329086304 (0.19442468294906282) | > loss_disc_real_5: 0.2099439650774002 (0.20764623701780094) | > loss_0: 2.011873722076416 (2.198583485772802) | > grad_norm_0: tensor(19.9942, device='cuda:0') (tensor(20.9530, device='cuda:0')) | > loss_gen: 2.9746944904327393 (2.7631441209374406) | > loss_kl: 1.6783411502838135 (1.7144153525189663) | > loss_feat: 9.942513465881348 (8.235631881275252) | > loss_mel: 15.486581802368164 (12.949935537597444) | > loss_duration: 1.6793532371520996 (1.6650298808925243) | > amp_scaler: 512.0 (400.50174216027875) | > loss_1: 31.761486053466797 (27.328156879970006) | > grad_norm_1: tensor(537.8010, device='cuda:0') (tensor(356.5203, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8229 (0.8691933213210687) | > loader_time: 0.01 (0.01049005362214942)  --> TIME: 2025-05-11 20:44:49 -- STEP: 337/725 -- GLOBAL_STEP: 371000 | > loss_disc: 2.147453784942627 (2.197954288222316) | > loss_disc_real_0: 0.14369156956672668 (0.13535206787045004) | > loss_disc_real_1: 0.1782546192407608 (0.1900558766607714) | > loss_disc_real_2: 0.17811404168605804 (0.18869266992860434) | > loss_disc_real_3: 0.2284911870956421 (0.20397336161985596) | > loss_disc_real_4: 0.18224436044692993 (0.19425823126065625) | > loss_disc_real_5: 0.2059590369462967 (0.20777566739819525) | > loss_0: 2.147453784942627 (2.197954288222316) | > grad_norm_0: tensor(30.8777, device='cuda:0') (tensor(20.9585, device='cuda:0')) | > loss_gen: 2.8949058055877686 (2.7628258321688506) | > loss_kl: 1.7113146781921387 (1.7179849062899821) | > loss_feat: 8.870382308959961 (8.239854736214937) | > loss_mel: 13.665971755981445 (12.927728675593254) | > loss_duration: 1.6414377689361572 (1.6645759082335747) | > amp_scaler: 512.0 (417.04451038575667) | > loss_1: 28.784011840820312 (27.312970141628735) | > grad_norm_1: tensor(495.1866, device='cuda:0') (tensor(353.7077, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.9004 (0.8691840638746494) | > loader_time: 0.0102 (0.01048817691180401) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_371000.pth  --> TIME: 2025-05-11 20:45:36 -- STEP: 387/725 -- GLOBAL_STEP: 371050 | > loss_disc: 2.1159393787384033 (2.193929528697208) | > loss_disc_real_0: 0.12068936973810196 (0.13505547691993322) | > loss_disc_real_1: 0.1595601737499237 (0.18958173014550855) | > loss_disc_real_2: 0.17005091905593872 (0.18819181339993327) | > loss_disc_real_3: 0.20413291454315186 (0.20360300988343952) | > loss_disc_real_4: 0.15703034400939941 (0.19400298537672028) | > loss_disc_real_5: 0.22047623991966248 (0.20732446230505172) | > loss_0: 2.1159393787384033 (2.193929528697208) | > grad_norm_0: tensor(34.3177, device='cuda:0') (tensor(20.9204, device='cuda:0')) | > loss_gen: 2.9306414127349854 (2.768369727664523) | > loss_kl: 1.7738269567489624 (1.7160137716189847) | > loss_feat: 8.534189224243164 (8.273214836761325) | > loss_mel: 13.639859199523926 (12.957996075159512) | > loss_duration: 1.7265889644622803 (1.6645084745816174) | > amp_scaler: 512.0 (429.312661498708) | > loss_1: 28.605106353759766 (27.380102965874887) | > grad_norm_1: tensor(285.7496, device='cuda:0') (tensor(353.7803, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8844 (0.8690389712035502) | > loader_time: 0.0098 (0.010437686313954421)  --> TIME: 2025-05-11 20:46:20 -- STEP: 437/725 -- GLOBAL_STEP: 371100 | > loss_disc: 2.2928690910339355 (2.1961658912065114) | > loss_disc_real_0: 0.14584895968437195 (0.1357482874795829) | > loss_disc_real_1: 0.1887059509754181 (0.1899691718530327) | > loss_disc_real_2: 0.180157870054245 (0.18807905608920253) | > loss_disc_real_3: 0.21079808473587036 (0.20397063097500964) | > loss_disc_real_4: 0.22154763340950012 (0.19413399099621675) | > loss_disc_real_5: 0.25527408719062805 (0.20740759560254401) | > loss_0: 2.2928690910339355 (2.1961658912065114) | > grad_norm_0: tensor(20.4782, device='cuda:0') (tensor(20.9960, device='cuda:0')) | > loss_gen: 2.4825892448425293 (2.7692939776850505) | > loss_kl: 1.6756726503372192 (1.7176212975307799) | > loss_feat: 7.3256049156188965 (8.266344363956755) | > loss_mel: 12.535270690917969 (12.950277682027227) | > loss_duration: 1.641877293586731 (1.663943148041208) | > amp_scaler: 512.0 (438.77345537757435) | > loss_1: 25.6610164642334 (27.36748057699313) | > grad_norm_1: tensor(85.5116, device='cuda:0') (tensor(351.9366, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.9135 (0.8686033910144657) | > loader_time: 0.01 (0.010479885598887555)  --> TIME: 2025-05-11 20:47:04 -- STEP: 487/725 -- GLOBAL_STEP: 371150 | > loss_disc: 2.3368043899536133 (2.2008338175270366) | > loss_disc_real_0: 0.15278027951717377 (0.13618747554948937) | > loss_disc_real_1: 0.1984972357749939 (0.19004702898511155) | > loss_disc_real_2: 0.19055944681167603 (0.18842571670881764) | > loss_disc_real_3: 0.21393893659114838 (0.20423541140017812) | > loss_disc_real_4: 0.19884420931339264 (0.194614244070386) | > loss_disc_real_5: 0.2168116420507431 (0.20805694083291157) | > loss_0: 2.3368043899536133 (2.2008338175270366) | > grad_norm_0: tensor(24.2408, device='cuda:0') (tensor(20.5955, device='cuda:0')) | > loss_gen: 2.4211206436157227 (2.7614330702004244) | > loss_kl: 1.9461612701416016 (1.7156401806543504) | > loss_feat: 7.504404067993164 (8.223223414019634) | > loss_mel: 11.351808547973633 (12.919793471663395) | > loss_duration: 1.629300832748413 (1.6640264845971453) | > amp_scaler: 512.0 (446.2915811088296) | > loss_1: 24.85279655456543 (27.284116725412485) | > grad_norm_1: tensor(387.5249, device='cuda:0') (tensor(344.0919, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8279 (0.8684890877294834) | > loader_time: 0.0109 (0.010487280831934235)  --> TIME: 2025-05-11 20:47:48 -- STEP: 537/725 -- GLOBAL_STEP: 371200 | > loss_disc: 2.1741790771484375 (2.199971421248865) | > loss_disc_real_0: 0.1374424695968628 (0.13616477613453543) | > loss_disc_real_1: 0.19005978107452393 (0.1899554979201801) | > loss_disc_real_2: 0.20478373765945435 (0.18849491326613566) | > loss_disc_real_3: 0.21122974157333374 (0.20424269691969865) | > loss_disc_real_4: 0.18973882496356964 (0.1946931927841247) | > loss_disc_real_5: 0.22111776471138 (0.20784397498189405) | > loss_0: 2.1741790771484375 (2.199971421248865) | > grad_norm_0: tensor(22.7678, device='cuda:0') (tensor(20.7154, device='cuda:0')) | > loss_gen: 2.748236894607544 (2.7639104463090662) | > loss_kl: 1.6415807008743286 (1.7126873371987374) | > loss_feat: 8.460770606994629 (8.230092933058065) | > loss_mel: 12.767350196838379 (12.92773101316484) | > loss_duration: 1.6952290534973145 (1.6646356811292564) | > amp_scaler: 512.0 (452.4096834264433) | > loss_1: 27.313167572021484 (27.299057514751873) | > grad_norm_1: tensor(477.0583, device='cuda:0') (tensor(346.6343, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8647 (0.8689231885878067) | > loader_time: 0.0125 (0.010470880032473649)  --> TIME: 2025-05-11 20:48:32 -- STEP: 587/725 -- GLOBAL_STEP: 371250 | > loss_disc: 2.178008556365967 (2.200098456272275) | > loss_disc_real_0: 0.09979996085166931 (0.1363168621159697) | > loss_disc_real_1: 0.1780654340982437 (0.19011258741355228) | > loss_disc_real_2: 0.17814481258392334 (0.18806726512145333) | > loss_disc_real_3: 0.18387392163276672 (0.2043169036228368) | > loss_disc_real_4: 0.19976204633712769 (0.1946462631936373) | > loss_disc_real_5: 0.2648659646511078 (0.20799791858590244) | > loss_0: 2.178008556365967 (2.200098456272275) | > grad_norm_0: tensor(17.7254, device='cuda:0') (tensor(20.9177, device='cuda:0')) | > loss_gen: 2.796583890914917 (2.7657134825366922) | > loss_kl: 1.683398962020874 (1.7143536858907955) | > loss_feat: 8.945444107055664 (8.249099270854732) | > loss_mel: 14.743311882019043 (12.929654532437434) | > loss_duration: 1.656172752380371 (1.6640239186343782) | > amp_scaler: 512.0 (457.4855195911414) | > loss_1: 29.824909210205078 (27.32284498783353) | > grad_norm_1: tensor(560.6615, device='cuda:0') (tensor(349.8730, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8771 (0.8687100479509393) | > loader_time: 0.0111 (0.010444311307682893)  --> TIME: 2025-05-11 20:49:16 -- STEP: 637/725 -- GLOBAL_STEP: 371300 | > loss_disc: 2.1955771446228027 (2.1984847121560604) | > loss_disc_real_0: 0.1706484854221344 (0.1358497223028771) | > loss_disc_real_1: 0.21438397467136383 (0.1900964990562323) | > loss_disc_real_2: 0.19394735991954803 (0.18800178366702988) | > loss_disc_real_3: 0.20325800776481628 (0.2044562467694095) | > loss_disc_real_4: 0.17774051427841187 (0.1944290931969646) | > loss_disc_real_5: 0.2025792896747589 (0.20793895367269805) | > loss_0: 2.1955771446228027 (2.1984847121560604) | > grad_norm_0: tensor(36.2136, device='cuda:0') (tensor(20.9218, device='cuda:0')) | > loss_gen: 2.7907745838165283 (2.768564557355464) | > loss_kl: 1.8443961143493652 (1.7155527134705189) | > loss_feat: 7.892319679260254 (8.26521883130635) | > loss_mel: 12.311333656311035 (12.958841502011483) | > loss_duration: 1.6369394063949585 (1.6637696095126768) | > amp_scaler: 512.0 (461.7645211930926) | > loss_1: 26.475765228271484 (27.371947295998854) | > grad_norm_1: tensor(559.5804, device='cuda:0') (tensor(352.2182, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8651 (0.8683266115712593) | > loader_time: 0.0099 (0.010432192818897658)  --> TIME: 2025-05-11 20:50:00 -- STEP: 687/725 -- GLOBAL_STEP: 371350 | > loss_disc: 2.1542434692382812 (2.1987147784128984) | > loss_disc_real_0: 0.16260571777820587 (0.13610794961322364) | > loss_disc_real_1: 0.18956996500492096 (0.19005373816563062) | > loss_disc_real_2: 0.19363956153392792 (0.18814520858868075) | > loss_disc_real_3: 0.17004254460334778 (0.20444584222513165) | > loss_disc_real_4: 0.18607082962989807 (0.19450916406282331) | > loss_disc_real_5: 0.20627658069133759 (0.20767377321289793) | > loss_0: 2.1542434692382812 (2.1987147784128984) | > grad_norm_0: tensor(14.1946, device='cuda:0') (tensor(21.0529, device='cuda:0')) | > loss_gen: 2.811264753341675 (2.769029697476516) | > loss_kl: 1.691465139389038 (1.7162299454645993) | > loss_feat: 8.919879913330078 (8.267639348253581) | > loss_mel: 13.026873588562012 (12.961799291197048) | > loss_duration: 1.6752334833145142 (1.6637785356638217) | > amp_scaler: 512.0 (465.42066957787483) | > loss_1: 28.12471580505371 (27.37847689388447) | > grad_norm_1: tensor(480.7400, device='cuda:0') (tensor(354.0294, device='cuda:0')) | > current_lr_0: 0.00018910716524667774 | > current_lr_1: 0.00018910716524667774 | > step_time: 0.8955 (0.8678078085748041) | > loader_time: 0.0099 (0.010387903738230064)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2795772552490234 (2.2795772552490234) | > loss_disc_real_0: 0.16707953810691833 (0.16707953810691833) | > loss_disc_real_1: 0.17072728276252747 (0.17072728276252747) | > loss_disc_real_2: 0.16463017463684082 (0.16463017463684082) | > loss_disc_real_3: 0.24799621105194092 (0.24799621105194092) | > loss_disc_real_4: 0.26205605268478394 (0.26205605268478394) | > loss_disc_real_5: 0.281593918800354 (0.281593918800354) | > loss_0: 2.2795772552490234 (2.2795772552490234) | > loss_gen: 2.8571200370788574 (2.8571200370788574) | > loss_kl: 2.107546091079712 (2.107546091079712) | > loss_feat: 8.440605163574219 (8.440605163574219) | > loss_mel: 13.937494277954102 (13.937494277954102) | > loss_duration: 1.708215594291687 (1.708215594291687) | > loss_1: 29.050981521606445 (29.050981521606445)  --> STEP: 1 | > loss_disc: 2.288808584213257 (2.288808584213257) | > loss_disc_real_0: 0.1296655386686325 (0.1296655386686325) | > loss_disc_real_1: 0.16927391290664673 (0.16927391290664673) | > loss_disc_real_2: 0.17162427306175232 (0.17162427306175232) | > loss_disc_real_3: 0.2505086362361908 (0.2505086362361908) | > loss_disc_real_4: 0.247089222073555 (0.247089222073555) | > loss_disc_real_5: 0.25924694538116455 (0.25924694538116455) | > loss_0: 2.288808584213257 (2.288808584213257) | > loss_gen: 2.791616439819336 (2.791616439819336) | > loss_kl: 2.061349868774414 (2.061349868774414) | > loss_feat: 8.645257949829102 (8.645257949829102) | > loss_mel: 13.823576927185059 (13.823576927185059) | > loss_duration: 1.8497445583343506 (1.8497445583343506) | > loss_1: 29.171546936035156 (29.171546936035156)  --> STEP: 2 | > loss_disc: 2.440922498703003 (2.36486554145813) | > loss_disc_real_0: 0.16584190726280212 (0.14775372296571732) | > loss_disc_real_1: 0.17174305021762848 (0.1705084815621376) | > loss_disc_real_2: 0.18229998648166656 (0.17696212977170944) | > loss_disc_real_3: 0.2442999631166458 (0.2474042996764183) | > loss_disc_real_4: 0.269859254360199 (0.258474238216877) | > loss_disc_real_5: 0.2782716155052185 (0.26875928044319153) | > loss_0: 2.440922498703003 (2.36486554145813) | > loss_gen: 2.4381701946258545 (2.614893317222595) | > loss_kl: 2.1397054195404053 (2.1005276441574097) | > loss_feat: 6.477236747741699 (7.5612473487854) | > loss_mel: 11.385295867919922 (12.60443639755249) | > loss_duration: 1.8738583326339722 (1.8618014454841614) | > loss_1: 24.314266204833984 (26.74290657043457)  --> STEP: 3 | > loss_disc: 2.4450900554656982 (2.3916070461273193) | > loss_disc_real_0: 0.16187064349651337 (0.15245936314264932) | > loss_disc_real_1: 0.1899251937866211 (0.17698071897029877) | > loss_disc_real_2: 0.1881847232580185 (0.18070299426714578) | > loss_disc_real_3: 0.23349954187870026 (0.2427693804105123) | > loss_disc_real_4: 0.2412620633840561 (0.2527368466059367) | > loss_disc_real_5: 0.28444573283195496 (0.27398809790611267) | > loss_0: 2.4450900554656982 (2.3916070461273193) | > loss_gen: 2.5116655826568604 (2.58048407236735) | > loss_kl: 1.9927679300308228 (2.0646077394485474) | > loss_feat: 7.23967981338501 (7.4540581703186035) | > loss_mel: 11.954795837402344 (12.387889544169107) | > loss_duration: 1.8487998247146606 (1.8574675718943279) | > loss_1: 25.547710418701172 (26.344507853190105)  --> STEP: 4 | > loss_disc: 2.201413869857788 (2.3440587520599365) | > loss_disc_real_0: 0.1398424357175827 (0.14930513128638268) | > loss_disc_real_1: 0.17533563077449799 (0.17656944692134857) | > loss_disc_real_2: 0.1410735547542572 (0.17079563438892365) | > loss_disc_real_3: 0.22736066579818726 (0.23891720175743103) | > loss_disc_real_4: 0.2459791898727417 (0.25104743242263794) | > loss_disc_real_5: 0.30710962414741516 (0.2822684794664383) | > loss_0: 2.201413869857788 (2.3440587520599365) | > loss_gen: 3.070673704147339 (2.7030314803123474) | > loss_kl: 2.0108416080474854 (2.051166206598282) | > loss_feat: 9.718649864196777 (8.020206093788147) | > loss_mel: 16.065292358398438 (13.30724024772644) | > loss_duration: 1.7796564102172852 (1.8380147814750671) | > loss_1: 32.64511489868164 (27.91965961456299) --> EVAL PERFORMANCE | > avg_loader_time: 0.3280904293060303 (+1.424551010131836e-05) | > avg_loss_disc: 2.3440587520599365 (+0.006549179553985596) | > avg_loss_disc_real_0: 0.14930513128638268 (+0.01683369092643261) | > avg_loss_disc_real_1: 0.17656944692134857 (-0.019334740936756134) | > avg_loss_disc_real_2: 0.17079563438892365 (+0.0007986053824424744) | > avg_loss_disc_real_3: 0.23891720175743103 (+0.015838712453842163) | > avg_loss_disc_real_4: 0.25104743242263794 (-0.02840293198823929) | > avg_loss_disc_real_5: 0.2822684794664383 (+0.023438379168510437) | > avg_loss_0: 2.3440587520599365 (+0.006549179553985596) | > avg_loss_gen: 2.7030314803123474 (+0.10384577512741089) | > avg_loss_kl: 2.051166206598282 (+0.02888566255569458) | > avg_loss_feat: 8.020206093788147 (-0.09297633171081543) | > avg_loss_mel: 13.30724024772644 (-0.057793378829956055) | > avg_loss_duration: 1.8380147814750671 (-0.0037574172019958496) | > avg_loss_1: 27.91965961456299 (-0.021794795989990234)  > EPOCH: 449/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 20:50:40)   --> TIME: 2025-05-11 20:50:52 -- STEP: 12/725 -- GLOBAL_STEP: 371400 | > loss_disc: 2.1870288848876953 (2.217843314011892) | > loss_disc_real_0: 0.14591926336288452 (0.13614762822786966) | > loss_disc_real_1: 0.19623394310474396 (0.18666979297995567) | > loss_disc_real_2: 0.18509617447853088 (0.19332293917735419) | > loss_disc_real_3: 0.20706965029239655 (0.21372196699182192) | > loss_disc_real_4: 0.19107963144779205 (0.19411397476991019) | > loss_disc_real_5: 0.20679974555969238 (0.21081011245648065) | > loss_0: 2.1870288848876953 (2.217843314011892) | > grad_norm_0: tensor(22.3209, device='cuda:0') (tensor(22.0596, device='cuda:0')) | > loss_gen: 2.7863097190856934 (2.72026934226354) | > loss_kl: 1.7335777282714844 (1.6720744768778484) | > loss_feat: 8.270218849182129 (8.078985333442688) | > loss_mel: 13.569297790527344 (13.093961079915365) | > loss_duration: 1.6859443187713623 (1.6677495241165161) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.045347213745117 (27.233039379119873) | > grad_norm_1: tensor(324.5093, device='cuda:0') (tensor(325.7815, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8507 (0.8520251313845316) | > loader_time: 0.012 (0.01232057809829712)  --> TIME: 2025-05-11 20:51:38 -- STEP: 62/725 -- GLOBAL_STEP: 371450 | > loss_disc: 2.4276232719421387 (2.198965630223673) | > loss_disc_real_0: 0.1557399481534958 (0.133769846611446) | > loss_disc_real_1: 0.22411127388477325 (0.18944651393159742) | > loss_disc_real_2: 0.21626073122024536 (0.1885105631043834) | > loss_disc_real_3: 0.21481166779994965 (0.20669113436052877) | > loss_disc_real_4: 0.20992852747440338 (0.19579451747478976) | > loss_disc_real_5: 0.22416658699512482 (0.2087760783972279) | > loss_0: 2.4276232719421387 (2.198965630223673) | > grad_norm_0: tensor(28.7781, device='cuda:0') (tensor(20.7626, device='cuda:0')) | > loss_gen: 2.4580934047698975 (2.7648784806651454) | > loss_kl: 1.5211808681488037 (1.7313983555763) | > loss_feat: 6.3838958740234375 (8.32921509588918) | > loss_mel: 10.954668998718262 (12.979549223376859) | > loss_duration: 1.6960066556930542 (1.661236161185849) | > amp_scaler: 512.0 (512.0) | > loss_1: 23.013845443725586 (27.46627706097018) | > grad_norm_1: tensor(222.1765, device='cuda:0') (tensor(372.6717, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8655 (0.8811723032305318) | > loader_time: 0.0112 (0.011248307843362133)  --> TIME: 2025-05-11 20:52:22 -- STEP: 112/725 -- GLOBAL_STEP: 371500 | > loss_disc: 2.1826846599578857 (2.1923414649707924) | > loss_disc_real_0: 0.13772052526474 (0.13416736400020982) | > loss_disc_real_1: 0.19408361613750458 (0.190003451226013) | > loss_disc_real_2: 0.1786538064479828 (0.18799397429185255) | > loss_disc_real_3: 0.17216001451015472 (0.20544818229973316) | > loss_disc_real_4: 0.16078156232833862 (0.1949766291571515) | > loss_disc_real_5: 0.20977909862995148 (0.20661913310842858) | > loss_0: 2.1826846599578857 (2.1923414649707924) | > grad_norm_0: tensor(40.4181, device='cuda:0') (tensor(23.1371, device='cuda:0')) | > loss_gen: 2.8068840503692627 (2.784170787249292) | > loss_kl: 1.640448808670044 (1.7275452518037386) | > loss_feat: 9.075963973999023 (8.403638792889451) | > loss_mel: 13.627798080444336 (13.042010605335236) | > loss_duration: 1.665136694908142 (1.6642022047724043) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.816232681274414 (27.62156755583627) | > grad_norm_1: tensor(549.4792, device='cuda:0') (tensor(383.3217, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8556 (0.8768675795623234) | > loader_time: 0.0111 (0.010935189468520028)  --> TIME: 2025-05-11 20:53:06 -- STEP: 162/725 -- GLOBAL_STEP: 371550 | > loss_disc: 2.2692110538482666 (2.1911634030165494) | > loss_disc_real_0: 0.17040106654167175 (0.13365632203626052) | > loss_disc_real_1: 0.19924712181091309 (0.18983716260135905) | > loss_disc_real_2: 0.18595246970653534 (0.1876630061018614) | > loss_disc_real_3: 0.21798473596572876 (0.20571347933124612) | > loss_disc_real_4: 0.21642276644706726 (0.19526216728083878) | > loss_disc_real_5: 0.20141610503196716 (0.2061573436230789) | > loss_0: 2.2692110538482666 (2.1911634030165494) | > grad_norm_0: tensor(13.9752, device='cuda:0') (tensor(23.4776, device='cuda:0')) | > loss_gen: 2.8660476207733154 (2.7878037808853895) | > loss_kl: 1.870104432106018 (1.7209639880392287) | > loss_feat: 8.226627349853516 (8.371522111657223) | > loss_mel: 12.756572723388672 (12.989748154157473) | > loss_duration: 1.612442970275879 (1.6643866057749144) | > amp_scaler: 256.0 (461.4320987654321) | > loss_1: 27.33179473876953 (27.53442456987169) | > grad_norm_1: tensor(132.6713, device='cuda:0') (tensor(385.2570, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8451 (0.8739378334563456) | > loader_time: 0.0109 (0.010759565565321183)  --> TIME: 2025-05-11 20:53:50 -- STEP: 212/725 -- GLOBAL_STEP: 371600 | > loss_disc: 2.135714292526245 (2.1918624448326414) | > loss_disc_real_0: 0.13077153265476227 (0.13386568546576322) | > loss_disc_real_1: 0.2187396138906479 (0.18991693538033733) | > loss_disc_real_2: 0.20818908512592316 (0.18764206471870531) | > loss_disc_real_3: 0.1714753657579422 (0.20594508088422273) | > loss_disc_real_4: 0.19760717451572418 (0.19463630428291717) | > loss_disc_real_5: 0.19088470935821533 (0.2069643295176749) | > loss_0: 2.135714292526245 (2.1918624448326414) | > grad_norm_0: tensor(26.4701, device='cuda:0') (tensor(22.3659, device='cuda:0')) | > loss_gen: 2.768676280975342 (2.7820374785729167) | > loss_kl: 1.760213017463684 (1.7166170393520932) | > loss_feat: 8.502721786499023 (8.362550719729006) | > loss_mel: 12.503009796142578 (12.969145419462672) | > loss_duration: 1.6919772624969482 (1.663836263260751) | > amp_scaler: 256.0 (412.9811320754717) | > loss_1: 27.226598739624023 (27.494186842216635) | > grad_norm_1: tensor(260.6216, device='cuda:0') (tensor(377.6699, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8636 (0.8729898569718847) | > loader_time: 0.01 (0.010589113775289285)  --> TIME: 2025-05-11 20:54:34 -- STEP: 262/725 -- GLOBAL_STEP: 371650 | > loss_disc: 2.2115542888641357 (2.193332905077753) | > loss_disc_real_0: 0.13406479358673096 (0.13408412596651617) | > loss_disc_real_1: 0.2149951159954071 (0.19009280642707838) | > loss_disc_real_2: 0.20348504185676575 (0.18807084050797324) | > loss_disc_real_3: 0.21405340731143951 (0.2054064378483605) | > loss_disc_real_4: 0.20524075627326965 (0.19483401740097817) | > loss_disc_real_5: 0.23571816086769104 (0.20675099134900188) | > loss_0: 2.2115542888641357 (2.193332905077753) | > grad_norm_0: tensor(14.2467, device='cuda:0') (tensor(21.8546, device='cuda:0')) | > loss_gen: 2.8928825855255127 (2.7823947567976153) | > loss_kl: 1.637589931488037 (1.7116428700112205) | > loss_feat: 8.454110145568848 (8.375193470306971) | > loss_mel: 13.852649688720703 (13.002108359154855) | > loss_duration: 1.6692745685577393 (1.6649193172236434) | > amp_scaler: 256.0 (383.0229007633588) | > loss_1: 28.506507873535156 (27.536258719349632) | > grad_norm_1: tensor(410.4968, device='cuda:0') (tensor(367.9683, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.9111 (0.8718116620114742) | > loader_time: 0.0118 (0.010553895972157255)  --> TIME: 2025-05-11 20:55:19 -- STEP: 312/725 -- GLOBAL_STEP: 371700 | > loss_disc: 2.2304434776306152 (2.1972815822332334) | > loss_disc_real_0: 0.15772224962711334 (0.13476078269573355) | > loss_disc_real_1: 0.1938246637582779 (0.19025449526424593) | > loss_disc_real_2: 0.19296348094940186 (0.18855577640426466) | > loss_disc_real_3: 0.2227775901556015 (0.20557503091792256) | > loss_disc_real_4: 0.17221717536449432 (0.19479060368851223) | > loss_disc_real_5: 0.22115394473075867 (0.20689240312920162) | > loss_0: 2.2304434776306152 (2.1972815822332334) | > grad_norm_0: tensor(23.5324, device='cuda:0') (tensor(21.6708, device='cuda:0')) | > loss_gen: 2.6748929023742676 (2.7764117977558036) | > loss_kl: 1.6753873825073242 (1.711176532583359) | > loss_feat: 7.500807285308838 (8.334495009520117) | > loss_mel: 11.593409538269043 (12.965718590296236) | > loss_duration: 1.6618338823318481 (1.6646727969249093) | > amp_scaler: 256.0 (362.6666666666668) | > loss_1: 25.10633087158203 (27.452474667475773) | > grad_norm_1: tensor(230.5380, device='cuda:0') (tensor(365.2759, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8631 (0.8713064331274766) | > loader_time: 0.0099 (0.010528398629946584)  --> TIME: 2025-05-11 20:56:03 -- STEP: 362/725 -- GLOBAL_STEP: 371750 | > loss_disc: 2.1479508876800537 (2.197263047840052) | > loss_disc_real_0: 0.10282512754201889 (0.1353212829000054) | > loss_disc_real_1: 0.1827385276556015 (0.18974015767073762) | > loss_disc_real_2: 0.1813289374113083 (0.18860688155197974) | > loss_disc_real_3: 0.18637186288833618 (0.20513177934766466) | > loss_disc_real_4: 0.18480812013149261 (0.1946696919383925) | > loss_disc_real_5: 0.21152737736701965 (0.2072568623071217) | > loss_0: 2.1479508876800537 (2.197263047840052) | > grad_norm_0: tensor(12.8343, device='cuda:0') (tensor(21.7297, device='cuda:0')) | > loss_gen: 2.8096280097961426 (2.777837101925803) | > loss_kl: 1.9899235963821411 (1.7098120809918609) | > loss_feat: 8.831269264221191 (8.35703240442013) | > loss_mel: 13.813860893249512 (12.9850188197352) | > loss_duration: 1.6314722299575806 (1.6643725801568008) | > amp_scaler: 256.0 (347.9337016574587) | > loss_1: 29.076152801513672 (27.49407294046813) | > grad_norm_1: tensor(232.6470, device='cuda:0') (tensor(362.5044, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8756 (0.8713481584306579) | > loader_time: 0.01 (0.010463345116673252)  --> TIME: 2025-05-11 20:56:47 -- STEP: 412/725 -- GLOBAL_STEP: 371800 | > loss_disc: 2.2840723991394043 (2.195382872831473) | > loss_disc_real_0: 0.14388775825500488 (0.13501050471536158) | > loss_disc_real_1: 0.20860423147678375 (0.1895700706512604) | > loss_disc_real_2: 0.22005286812782288 (0.18836447686969662) | > loss_disc_real_3: 0.20810075104236603 (0.2050378898032081) | > loss_disc_real_4: 0.20182141661643982 (0.19478136293807088) | > loss_disc_real_5: 0.19021034240722656 (0.20732421880063498) | > loss_0: 2.2840723991394043 (2.195382872831473) | > grad_norm_0: tensor(22.8534, device='cuda:0') (tensor(21.4674, device='cuda:0')) | > loss_gen: 2.5823185443878174 (2.7794453270227013) | > loss_kl: 1.6293220520019531 (1.7086470731832448) | > loss_feat: 7.8351287841796875 (8.357832880853453) | > loss_mel: 11.535688400268555 (12.990406478492963) | > loss_duration: 1.664116621017456 (1.664623018028667) | > amp_scaler: 256.0 (336.7766990291263) | > loss_1: 25.24657440185547 (27.500954748357383) | > grad_norm_1: tensor(311.7624, device='cuda:0') (tensor(361.4300, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8743 (0.8709088095183511) | > loader_time: 0.0108 (0.010459867495934942)  --> TIME: 2025-05-11 20:57:31 -- STEP: 462/725 -- GLOBAL_STEP: 371850 | > loss_disc: 2.203035593032837 (2.1983013387882346) | > loss_disc_real_0: 0.1594020128250122 (0.13570095484197386) | > loss_disc_real_1: 0.20599260926246643 (0.1896863416869403) | > loss_disc_real_2: 0.21117118000984192 (0.1886791305302026) | > loss_disc_real_3: 0.18309861421585083 (0.20507003002481536) | > loss_disc_real_4: 0.17585618793964386 (0.19466062270717716) | > loss_disc_real_5: 0.16930757462978363 (0.2075590004910638) | > loss_0: 2.203035593032837 (2.1983013387882346) | > grad_norm_0: tensor(17.9605, device='cuda:0') (tensor(21.3138, device='cuda:0')) | > loss_gen: 2.6043756008148193 (2.774280127508816) | > loss_kl: 1.7955915927886963 (1.7118900229920557) | > loss_feat: 8.495699882507324 (8.328372864496146) | > loss_mel: 12.858063697814941 (12.953189131501437) | > loss_duration: 1.670987606048584 (1.664336558286246) | > amp_scaler: 256.0 (328.0346320346321) | > loss_1: 27.424718856811523 (27.432068676143498) | > grad_norm_1: tensor(267.6829, device='cuda:0') (tensor(355.6077, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8145 (0.8699282356154867) | > loader_time: 0.0103 (0.010416669763011852)  --> TIME: 2025-05-11 20:58:15 -- STEP: 512/725 -- GLOBAL_STEP: 371900 | > loss_disc: 2.133975028991699 (2.199323271634057) | > loss_disc_real_0: 0.1211707592010498 (0.13575386494630937) | > loss_disc_real_1: 0.1965535581111908 (0.18976955144898966) | > loss_disc_real_2: 0.18880830705165863 (0.18851318376255227) | > loss_disc_real_3: 0.19518059492111206 (0.20514443650608877) | > loss_disc_real_4: 0.17425552010536194 (0.19462713366374385) | > loss_disc_real_5: 0.19414667785167694 (0.2080196809256449) | > loss_0: 2.133975028991699 (2.199323271634057) | > grad_norm_0: tensor(21.0462, device='cuda:0') (tensor(20.7488, device='cuda:0')) | > loss_gen: 2.8265233039855957 (2.7710930244065826) | > loss_kl: 1.7735908031463623 (1.7129431802313775) | > loss_feat: 8.730979919433594 (8.313389772549272) | > loss_mel: 13.159646034240723 (12.951883349567655) | > loss_duration: 1.6229263544082642 (1.6650083691347393) | > amp_scaler: 256.0 (321.00000000000006) | > loss_1: 28.113666534423828 (27.414317686110735) | > grad_norm_1: tensor(314.2761, device='cuda:0') (tensor(339.7367, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8525 (0.8693478577770293) | > loader_time: 0.0105 (0.010408699046820404)  --> TIME: 2025-05-11 20:58:59 -- STEP: 562/725 -- GLOBAL_STEP: 371950 | > loss_disc: 2.1176984310150146 (2.1997892451456007) | > loss_disc_real_0: 0.12884490191936493 (0.1357396587172648) | > loss_disc_real_1: 0.18308104574680328 (0.18987108721957938) | > loss_disc_real_2: 0.17015551030635834 (0.1883307240134457) | > loss_disc_real_3: 0.17677082121372223 (0.2050071301674503) | > loss_disc_real_4: 0.15995287895202637 (0.1946411155880135) | > loss_disc_real_5: 0.23024596273899078 (0.20843935720755116) | > loss_0: 2.1176984310150146 (2.1997892451456007) | > grad_norm_0: tensor(12.0875, device='cuda:0') (tensor(20.2704, device='cuda:0')) | > loss_gen: 2.990260601043701 (2.7674252129958625) | > loss_kl: 1.7735605239868164 (1.7099974257241781) | > loss_feat: 9.225784301757812 (8.309166149736724) | > loss_mel: 13.55254077911377 (12.9488263707144) | > loss_duration: 1.6416109800338745 (1.6649463469447614) | > amp_scaler: 256.0 (315.2170818505338) | > loss_1: 29.183757781982422 (27.400361515873264) | > grad_norm_1: tensor(168.1762, device='cuda:0') (tensor(328.2444, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.9167 (0.8686583368803682) | > loader_time: 0.0108 (0.010386251469948116)  --> TIME: 2025-05-11 20:59:43 -- STEP: 612/725 -- GLOBAL_STEP: 372000 | > loss_disc: 2.2158031463623047 (2.200217220323538) | > loss_disc_real_0: 0.1499425172805786 (0.1356269608623061) | > loss_disc_real_1: 0.19255506992340088 (0.18984711581682853) | > loss_disc_real_2: 0.19145770370960236 (0.18837099293478182) | > loss_disc_real_3: 0.1930515021085739 (0.2051756688290171) | > loss_disc_real_4: 0.1655901074409485 (0.19457327959194692) | > loss_disc_real_5: 0.18555620312690735 (0.20861296988780204) | > loss_0: 2.2158031463623047 (2.200217220323538) | > grad_norm_0: tensor(26.6367, device='cuda:0') (tensor(20.0506, device='cuda:0')) | > loss_gen: 2.689990997314453 (2.765496227865905) | > loss_kl: 1.8703312873840332 (1.7108332473857724) | > loss_feat: 7.799729824066162 (8.303533861060545) | > loss_mel: 12.424378395080566 (12.94585229057113) | > loss_duration: 1.597118616104126 (1.6646675862907585) | > amp_scaler: 256.0 (310.3790849673201) | > loss_1: 26.381549835205078 (27.390383215511548) | > grad_norm_1: tensor(479.8489, device='cuda:0') (tensor(324.2331, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8169 (0.8684287114081038) | > loader_time: 0.0097 (0.01038630102194992) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_372000.pth  --> TIME: 2025-05-11 21:00:30 -- STEP: 662/725 -- GLOBAL_STEP: 372050 | > loss_disc: 2.2304582595825195 (2.1988379818435164) | > loss_disc_real_0: 0.13604864478111267 (0.13550018839920752) | > loss_disc_real_1: 0.18363332748413086 (0.1896082927048027) | > loss_disc_real_2: 0.16459009051322937 (0.188197152649708) | > loss_disc_real_3: 0.16515178978443146 (0.2050279945225153) | > loss_disc_real_4: 0.17682097852230072 (0.19451283490189625) | > loss_disc_real_5: 0.2293929010629654 (0.20858062727213625) | > loss_0: 2.2304582595825195 (2.1988379818435164) | > grad_norm_0: tensor(17.3618, device='cuda:0') (tensor(20.0277, device='cuda:0')) | > loss_gen: 2.7367477416992188 (2.7671706215492557) | > loss_kl: 1.888068437576294 (1.7087596055244023) | > loss_feat: 7.621654510498047 (8.306512889545122) | > loss_mel: 12.21119499206543 (12.940145937697771) | > loss_duration: 1.6838563680648804 (1.6649304759826544) | > amp_scaler: 256.0 (306.27190332326245) | > loss_1: 26.141521453857422 (27.387519531019503) | > grad_norm_1: tensor(363.8311, device='cuda:0') (tensor(324.6586, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8941 (0.8680728180530927) | > loader_time: 0.0102 (0.010389769545494617)  --> TIME: 2025-05-11 21:01:14 -- STEP: 712/725 -- GLOBAL_STEP: 372100 | > loss_disc: 2.333369016647339 (2.199773654341698) | > loss_disc_real_0: 0.20053906738758087 (0.1356959995091631) | > loss_disc_real_1: 0.19563470780849457 (0.18961394833547354) | > loss_disc_real_2: 0.2050808072090149 (0.1884018581653579) | > loss_disc_real_3: 0.24573764204978943 (0.2050724920680683) | > loss_disc_real_4: 0.22372838854789734 (0.19458704910586402) | > loss_disc_real_5: 0.19678588211536407 (0.2083077984705065) | > loss_0: 2.333369016647339 (2.199773654341698) | > grad_norm_0: tensor(17.6562, device='cuda:0') (tensor(20.4062, device='cuda:0')) | > loss_gen: 2.6867403984069824 (2.7684130260113937) | > loss_kl: 1.5712943077087402 (1.708881627642706) | > loss_feat: 7.194525718688965 (8.29906864581482) | > loss_mel: 12.238879203796387 (12.92160613349315) | > loss_duration: 1.645387887954712 (1.6646126610844323) | > amp_scaler: 256.0 (302.74157303370725) | > loss_1: 25.336828231811523 (27.362582102250517) | > grad_norm_1: tensor(328.0255, device='cuda:0') (tensor(330.0472, device='cuda:0')) | > current_lr_0: 0.0001890835268510219 | > current_lr_1: 0.0001890835268510219 | > step_time: 0.8233 (0.8678769683570003) | > loader_time: 0.0098 (0.01036069533798133)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2804973125457764 (2.2804973125457764) | > loss_disc_real_0: 0.1407792717218399 (0.1407792717218399) | > loss_disc_real_1: 0.23173552751541138 (0.23173552751541138) | > loss_disc_real_2: 0.25508248805999756 (0.25508248805999756) | > loss_disc_real_3: 0.17379264533519745 (0.17379264533519745) | > loss_disc_real_4: 0.2836526036262512 (0.2836526036262512) | > loss_disc_real_5: 0.23313851654529572 (0.23313851654529572) | > loss_0: 2.2804973125457764 (2.2804973125457764) | > loss_gen: 2.9452223777770996 (2.9452223777770996) | > loss_kl: 2.168613910675049 (2.168613910675049) | > loss_feat: 9.206307411193848 (9.206307411193848) | > loss_mel: 14.021432876586914 (14.021432876586914) | > loss_duration: 1.7278556823730469 (1.7278556823730469) | > loss_1: 30.069433212280273 (30.069433212280273)  --> STEP: 1 | > loss_disc: 2.294015884399414 (2.294015884399414) | > loss_disc_real_0: 0.13905499875545502 (0.13905499875545502) | > loss_disc_real_1: 0.23931534588336945 (0.23931534588336945) | > loss_disc_real_2: 0.27391037344932556 (0.27391037344932556) | > loss_disc_real_3: 0.17825248837471008 (0.17825248837471008) | > loss_disc_real_4: 0.28471770882606506 (0.28471770882606506) | > loss_disc_real_5: 0.24381409585475922 (0.24381409585475922) | > loss_0: 2.294015884399414 (2.294015884399414) | > loss_gen: 3.1428611278533936 (3.1428611278533936) | > loss_kl: 2.0568816661834717 (2.0568816661834717) | > loss_feat: 9.046134948730469 (9.046134948730469) | > loss_mel: 14.976797103881836 (14.976797103881836) | > loss_duration: 1.8566240072250366 (1.8566240072250366) | > loss_1: 31.079299926757812 (31.079299926757812)  --> STEP: 2 | > loss_disc: 2.3634212017059326 (2.3287185430526733) | > loss_disc_real_0: 0.12270306795835495 (0.13087903335690498) | > loss_disc_real_1: 0.2405044436454773 (0.23990989476442337) | > loss_disc_real_2: 0.26531365513801575 (0.26961201429367065) | > loss_disc_real_3: 0.19255082309246063 (0.18540165573358536) | > loss_disc_real_4: 0.27147355675697327 (0.27809563279151917) | > loss_disc_real_5: 0.2562975287437439 (0.25005581229925156) | > loss_0: 2.3634212017059326 (2.3287185430526733) | > loss_gen: 2.849576711654663 (2.9962189197540283) | > loss_kl: 1.8683419227600098 (1.9626117944717407) | > loss_feat: 8.135254859924316 (8.590694904327393) | > loss_mel: 13.438424110412598 (14.207610607147217) | > loss_duration: 1.881943941116333 (1.8692839741706848) | > loss_1: 28.173542022705078 (29.626420974731445)  --> STEP: 3 | > loss_disc: 2.2966489791870117 (2.318028688430786) | > loss_disc_real_0: 0.1252749115228653 (0.1290109927455584) | > loss_disc_real_1: 0.2482767552137375 (0.24269884824752808) | > loss_disc_real_2: 0.27287790179252625 (0.27070064345995587) | > loss_disc_real_3: 0.15644057095050812 (0.17574796080589294) | > loss_disc_real_4: 0.2598707973957062 (0.2720206876595815) | > loss_disc_real_5: 0.21662573516368866 (0.23891245325406393) | > loss_0: 2.2966489791870117 (2.318028688430786) | > loss_gen: 2.8636057376861572 (2.9520145257314048) | > loss_kl: 1.8908982276916504 (1.9387072722117107) | > loss_feat: 8.337160110473633 (8.506183306376139) | > loss_mel: 13.603516578674316 (14.006245930989584) | > loss_duration: 1.8591147661209106 (1.8658942381540935) | > loss_1: 28.55429458618164 (29.26904551188151)  --> STEP: 4 | > loss_disc: 2.249126434326172 (2.3008031249046326) | > loss_disc_real_0: 0.13898169994354248 (0.13150366954505444) | > loss_disc_real_1: 0.23483294248580933 (0.2407323718070984) | > loss_disc_real_2: 0.2476511150598526 (0.26493826135993004) | > loss_disc_real_3: 0.15065234899520874 (0.1694740578532219) | > loss_disc_real_4: 0.2517499625682831 (0.2669530063867569) | > loss_disc_real_5: 0.24292804300785065 (0.2399163506925106) | > loss_0: 2.249126434326172 (2.3008031249046326) | > loss_gen: 2.970195770263672 (2.9565598368644714) | > loss_kl: 1.9086158275604248 (1.9311844110488892) | > loss_feat: 8.768720626831055 (8.571817636489868) | > loss_mel: 15.305973052978516 (14.331177711486816) | > loss_duration: 1.768824815750122 (1.8416268825531006) | > loss_1: 30.722332000732422 (29.63236713409424) --> EVAL PERFORMANCE | > avg_loader_time: 0.3311808109283447 (+0.003090381622314453) | > avg_loss_disc: 2.3008031249046326 (-0.043255627155303955) | > avg_loss_disc_real_0: 0.13150366954505444 (-0.01780146174132824) | > avg_loss_disc_real_1: 0.2407323718070984 (+0.06416292488574982) | > avg_loss_disc_real_2: 0.26493826135993004 (+0.0941426269710064) | > avg_loss_disc_real_3: 0.1694740578532219 (-0.06944314390420914) | > avg_loss_disc_real_4: 0.2669530063867569 (+0.015905573964118958) | > avg_loss_disc_real_5: 0.2399163506925106 (-0.04235212877392769) | > avg_loss_0: 2.3008031249046326 (-0.043255627155303955) | > avg_loss_gen: 2.9565598368644714 (+0.253528356552124) | > avg_loss_kl: 1.9311844110488892 (-0.1199817955493927) | > avg_loss_feat: 8.571817636489868 (+0.5516115427017212) | > avg_loss_mel: 14.331177711486816 (+1.023937463760376) | > avg_loss_duration: 1.8416268825531006 (+0.0036121010780334473) | > avg_loss_1: 29.63236713409424 (+1.71270751953125)  > EPOCH: 450/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 21:01:31)   --> TIME: 2025-05-11 21:02:06 -- STEP: 37/725 -- GLOBAL_STEP: 372150 | > loss_disc: 2.1573572158813477 (2.2315013344223438) | > loss_disc_real_0: 0.14070937037467957 (0.13864704543674314) | > loss_disc_real_1: 0.18782128393650055 (0.19084072032490293) | > loss_disc_real_2: 0.18203051388263702 (0.19008273087643288) | > loss_disc_real_3: 0.22269991040229797 (0.20734604669583812) | > loss_disc_real_4: 0.16579067707061768 (0.19428667305289088) | > loss_disc_real_5: 0.20401470363140106 (0.2134008564659067) | > loss_0: 2.1573572158813477 (2.2315013344223438) | > grad_norm_0: tensor(14.5800, device='cuda:0') (tensor(20.1305, device='cuda:0')) | > loss_gen: 2.7655861377716064 (2.7207087954959355) | > loss_kl: 1.6832772493362427 (1.7350998440304317) | > loss_feat: 8.229063034057617 (8.047049084225216) | > loss_mel: 12.840584754943848 (12.827593055931297) | > loss_duration: 1.6513023376464844 (1.6603363752365112) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.169815063476562 (26.990787196803737) | > grad_norm_1: tensor(448.8523, device='cuda:0') (tensor(350.5459, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.883 (0.8661080308862634) | > loader_time: 0.0105 (0.010951254818890546)  --> TIME: 2025-05-11 21:02:50 -- STEP: 87/725 -- GLOBAL_STEP: 372200 | > loss_disc: 2.1872754096984863 (2.21786266633834) | > loss_disc_real_0: 0.12317661941051483 (0.13713215479905574) | > loss_disc_real_1: 0.1738739013671875 (0.1911513688920558) | > loss_disc_real_2: 0.186172753572464 (0.18939797683008786) | > loss_disc_real_3: 0.18850085139274597 (0.2067547570699933) | > loss_disc_real_4: 0.20943118631839752 (0.1954592120373386) | > loss_disc_real_5: 0.20112264156341553 (0.20975398126689868) | > loss_0: 2.1872754096984863 (2.21786266633834) | > grad_norm_0: tensor(12.0574, device='cuda:0') (tensor(20.9305, device='cuda:0')) | > loss_gen: 2.5989573001861572 (2.743174552917481) | > loss_kl: 1.6514766216278076 (1.7205067873001099) | > loss_feat: 7.46567440032959 (8.1606622399955) | > loss_mel: 11.594194412231445 (12.878443959115566) | > loss_duration: 1.6348905563354492 (1.6626565798945812) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.945194244384766 (27.165444231581414) | > grad_norm_1: tensor(98.9745, device='cuda:0') (tensor(362.8630, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8311 (0.8645363813159109) | > loader_time: 0.0097 (0.010572189572213715)  --> TIME: 2025-05-11 21:03:34 -- STEP: 137/725 -- GLOBAL_STEP: 372250 | > loss_disc: 2.038048028945923 (2.2024630099317455) | > loss_disc_real_0: 0.08730953186750412 (0.13454280619638675) | > loss_disc_real_1: 0.1783454269170761 (0.18951710634423) | > loss_disc_real_2: 0.16449753940105438 (0.18804742624289797) | > loss_disc_real_3: 0.1562981754541397 (0.20563021606772486) | > loss_disc_real_4: 0.15685786306858063 (0.19497530630035123) | > loss_disc_real_5: 0.19924470782279968 (0.20927846953816656) | > loss_0: 2.038048028945923 (2.2024630099317455) | > grad_norm_0: tensor(21.5276, device='cuda:0') (tensor(20.6196, device='cuda:0')) | > loss_gen: 3.033750534057617 (2.7699650987221376) | > loss_kl: 1.9341362714767456 (1.7143326954249918) | > loss_feat: 10.154472351074219 (8.290981630339246) | > loss_mel: 13.479744911193848 (13.023292896521353) | > loss_duration: 1.646798849105835 (1.6634787860577993) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.248903274536133 (27.462051141001016) | > grad_norm_1: tensor(499.4429, device='cuda:0') (tensor(367.4318, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8293 (0.8647645389946708) | > loader_time: 0.0095 (0.010486627147145518)  --> TIME: 2025-05-11 21:04:18 -- STEP: 187/725 -- GLOBAL_STEP: 372300 | > loss_disc: 2.1532320976257324 (2.2002173751433265) | > loss_disc_real_0: 0.14182740449905396 (0.1345631381805567) | > loss_disc_real_1: 0.18952859938144684 (0.18917132834380967) | > loss_disc_real_2: 0.15848952531814575 (0.18773903000482264) | > loss_disc_real_3: 0.1684003323316574 (0.20556825351587596) | > loss_disc_real_4: 0.16477066278457642 (0.1950887948433983) | > loss_disc_real_5: 0.21390020847320557 (0.20860669550729946) | > loss_0: 2.1532320976257324 (2.2002173751433265) | > grad_norm_0: tensor(12.1424, device='cuda:0') (tensor(20.9969, device='cuda:0')) | > loss_gen: 2.755720615386963 (2.7740628056347703) | > loss_kl: 1.867652416229248 (1.715421533202105) | > loss_feat: 8.171178817749023 (8.32673497888494) | > loss_mel: 12.285893440246582 (13.05260217126041) | > loss_duration: 1.6945314407348633 (1.6650182709974402) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.774978637695312 (27.5338398734516) | > grad_norm_1: tensor(224.0809, device='cuda:0') (tensor(369.1238, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8569 (0.8658437167896943) | > loader_time: 0.0109 (0.01043888464330989)  --> TIME: 2025-05-11 21:05:02 -- STEP: 237/725 -- GLOBAL_STEP: 372350 | > loss_disc: 2.210452079772949 (2.203614520121224) | > loss_disc_real_0: 0.13448654115200043 (0.1351309513303801) | > loss_disc_real_1: 0.19090203940868378 (0.1893251248427082) | > loss_disc_real_2: 0.19214650988578796 (0.18840590729240628) | > loss_disc_real_3: 0.19071854650974274 (0.20566289095435972) | > loss_disc_real_4: 0.1951242983341217 (0.19521844431066313) | > loss_disc_real_5: 0.22199581563472748 (0.20898342918494583) | > loss_0: 2.210452079772949 (2.203614520121224) | > grad_norm_0: tensor(15.3942, device='cuda:0') (tensor(20.7460, device='cuda:0')) | > loss_gen: 2.6667518615722656 (2.7662122219423715) | > loss_kl: 1.9512770175933838 (1.71796517885184) | > loss_feat: 8.026433944702148 (8.289790714843372) | > loss_mel: 13.09648323059082 (13.016704688092329) | > loss_duration: 1.6532697677612305 (1.6652305030621557) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.394214630126953 (27.455903363127245) | > grad_norm_1: tensor(242.0085, device='cuda:0') (tensor(356.9487, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8352 (0.8649379452572592) | > loader_time: 0.0117 (0.010432215179572126)  --> TIME: 2025-05-11 21:05:46 -- STEP: 287/725 -- GLOBAL_STEP: 372400 | > loss_disc: 2.233349323272705 (2.207140337299387) | > loss_disc_real_0: 0.12442538142204285 (0.13563266256337378) | > loss_disc_real_1: 0.21909010410308838 (0.18992846347521408) | > loss_disc_real_2: 0.2194076031446457 (0.1890066533969254) | > loss_disc_real_3: 0.18284457921981812 (0.20543338690692953) | > loss_disc_real_4: 0.20167674124240875 (0.1953057653501059) | > loss_disc_real_5: 0.19023330509662628 (0.20913001136912707) | > loss_0: 2.233349323272705 (2.207140337299387) | > grad_norm_0: tensor(38.8836, device='cuda:0') (tensor(20.9537, device='cuda:0')) | > loss_gen: 2.800748348236084 (2.761825923720304) | > loss_kl: 1.6393840312957764 (1.716330024838863) | > loss_feat: 8.631597518920898 (8.24797514174459) | > loss_mel: 13.397098541259766 (12.972361451657395) | > loss_duration: 1.667223572731018 (1.6649026725350353) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.136051177978516 (27.36339526558587) | > grad_norm_1: tensor(597.8250, device='cuda:0') (tensor(359.1913, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8292 (0.8636910151106137) | > loader_time: 0.0098 (0.010390804204375905)  --> TIME: 2025-05-11 21:06:29 -- STEP: 337/725 -- GLOBAL_STEP: 372450 | > loss_disc: 2.1444599628448486 (2.2068368083291663) | > loss_disc_real_0: 0.10355423390865326 (0.13617563126083648) | > loss_disc_real_1: 0.14559920132160187 (0.1900973920917653) | > loss_disc_real_2: 0.15486927330493927 (0.1889477565840373) | > loss_disc_real_3: 0.21476340293884277 (0.205579947647072) | > loss_disc_real_4: 0.16657768189907074 (0.19506394513813607) | > loss_disc_real_5: 0.21409325301647186 (0.20871592023429253) | > loss_0: 2.1444599628448486 (2.2068368083291663) | > grad_norm_0: tensor(35.2011, device='cuda:0') (tensor(22.0108, device='cuda:0')) | > loss_gen: 2.6839535236358643 (2.7661673336425237) | > loss_kl: 1.6889619827270508 (1.715980351501827) | > loss_feat: 8.219259262084961 (8.261460240587644) | > loss_mel: 13.005487442016602 (12.954375196281456) | > loss_duration: 1.6616697311401367 (1.6644179658295493) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.25933074951172 (27.36240112463162) | > grad_norm_1: tensor(550.0837, device='cuda:0') (tensor(372.9171, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8624 (0.8624828265045796) | > loader_time: 0.0108 (0.010339516206735677)  --> TIME: 2025-05-11 21:07:13 -- STEP: 387/725 -- GLOBAL_STEP: 372500 | > loss_disc: 2.290865421295166 (2.20396462398598) | > loss_disc_real_0: 0.14156244695186615 (0.13587789185518445) | > loss_disc_real_1: 0.21002160012722015 (0.18983943902860936) | > loss_disc_real_2: 0.19054807722568512 (0.18846596430900486) | > loss_disc_real_3: 0.21277374029159546 (0.2053332646456799) | > loss_disc_real_4: 0.20081911981105804 (0.19482325903050968) | > loss_disc_real_5: 0.22672781348228455 (0.20891804731323432) | > loss_0: 2.290865421295166 (2.20396462398598) | > grad_norm_0: tensor(11.3794, device='cuda:0') (tensor(21.9240, device='cuda:0')) | > loss_gen: 2.54046630859375 (2.769151510810358) | > loss_kl: 1.7077914476394653 (1.720978585324546) | > loss_feat: 7.414971351623535 (8.27715474259331) | > loss_mel: 11.587998390197754 (12.970417421917583) | > loss_duration: 1.7381786108016968 (1.6646031991455905) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.98940658569336 (27.402305489670713) | > grad_norm_1: tensor(284.1730, device='cuda:0') (tensor(369.6916, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8574 (0.8613693030305608) | > loader_time: 0.0112 (0.010298168936441119)  --> TIME: 2025-05-11 21:07:56 -- STEP: 437/725 -- GLOBAL_STEP: 372550 | > loss_disc: 2.2901129722595215 (2.203745274576499) | > loss_disc_real_0: 0.15600480139255524 (0.13603618671132992) | > loss_disc_real_1: 0.1753227561712265 (0.189744828051506) | > loss_disc_real_2: 0.17586421966552734 (0.18860707621279788) | > loss_disc_real_3: 0.2184297889471054 (0.205510954732753) | > loss_disc_real_4: 0.19542677700519562 (0.19490055139741308) | > loss_disc_real_5: 0.23729991912841797 (0.20870400856097723) | > loss_0: 2.2901129722595215 (2.203745274576499) | > grad_norm_0: tensor(11.3998, device='cuda:0') (tensor(21.9329, device='cuda:0')) | > loss_gen: 2.576197624206543 (2.7705657623998077) | > loss_kl: 1.7380377054214478 (1.7214704970200492) | > loss_feat: 7.594958305358887 (8.2847852826937) | > loss_mel: 12.688114166259766 (12.967991929305228) | > loss_duration: 1.6332440376281738 (1.6644805391538606) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.230552673339844 (27.409294054219057) | > grad_norm_1: tensor(111.0709, device='cuda:0') (tensor(373.0716, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8912 (0.8606500074574274) | > loader_time: 0.0103 (0.010294659459618199)  --> TIME: 2025-05-11 21:08:40 -- STEP: 487/725 -- GLOBAL_STEP: 372600 | > loss_disc: 2.2302355766296387 (2.204389916308363) | > loss_disc_real_0: 0.13328136503696442 (0.13598567455456248) | > loss_disc_real_1: 0.18980734050273895 (0.18973159028152178) | > loss_disc_real_2: 0.17799031734466553 (0.188807599690171) | > loss_disc_real_3: 0.1937287449836731 (0.20553704150770719) | > loss_disc_real_4: 0.1765124499797821 (0.19480980036195053) | > loss_disc_real_5: 0.1886075735092163 (0.20894031930385923) | > loss_0: 2.2302355766296387 (2.204389916308363) | > grad_norm_0: tensor(13.3574, device='cuda:0') (tensor(21.6152, device='cuda:0')) | > loss_gen: 2.573481798171997 (2.767287375745831) | > loss_kl: 1.6821138858795166 (1.72146155016623) | > loss_feat: 7.615755081176758 (8.281491649713866) | > loss_mel: 12.444831848144531 (12.964705760963644) | > loss_duration: 1.6414194107055664 (1.6645199765414918) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.957603454589844 (27.399466340301956) | > grad_norm_1: tensor(272.9147, device='cuda:0') (tensor(367.7570, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8256 (0.8597742355824494) | > loader_time: 0.0094 (0.010286061915528855)  --> TIME: 2025-05-11 21:09:24 -- STEP: 537/725 -- GLOBAL_STEP: 372650 | > loss_disc: 2.233665943145752 (2.205977857223881) | > loss_disc_real_0: 0.1592123806476593 (0.13608733871240636) | > loss_disc_real_1: 0.22105494141578674 (0.18981191715714654) | > loss_disc_real_2: 0.2091376930475235 (0.18903219963474202) | > loss_disc_real_3: 0.19607681035995483 (0.2055246394328786) | > loss_disc_real_4: 0.19882513582706451 (0.19533240845083524) | > loss_disc_real_5: 0.21689890325069427 (0.20932860408859325) | > loss_0: 2.233665943145752 (2.205977857223881) | > grad_norm_0: tensor(32.4946, device='cuda:0') (tensor(21.4587, device='cuda:0')) | > loss_gen: 2.740514039993286 (2.763753129561297) | > loss_kl: 1.4755395650863647 (1.721072226929265) | > loss_feat: 7.819871425628662 (8.26584944378732) | > loss_mel: 12.027847290039062 (12.956945722995524) | > loss_duration: 1.6852426528930664 (1.664995973558621) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.74901580810547 (27.37261653168464) | > grad_norm_1: tensor(296.1821, device='cuda:0') (tensor(365.9468, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8455 (0.860492832833828) | > loader_time: 0.0094 (0.010273823302995344)  --> TIME: 2025-05-11 21:10:08 -- STEP: 587/725 -- GLOBAL_STEP: 372700 | > loss_disc: 2.280564308166504 (2.205834935836533) | > loss_disc_real_0: 0.10021330416202545 (0.1360253212399134) | > loss_disc_real_1: 0.21276360750198364 (0.19001912225348783) | > loss_disc_real_2: 0.16178150475025177 (0.18914236326335435) | > loss_disc_real_3: 0.17372925579547882 (0.20542851425516945) | > loss_disc_real_4: 0.1642398089170456 (0.1952079083434158) | > loss_disc_real_5: 0.2374047338962555 (0.20914191030460885) | > loss_0: 2.280564308166504 (2.205834935836533) | > grad_norm_0: tensor(33.8561, device='cuda:0') (tensor(21.5980, device='cuda:0')) | > loss_gen: 2.610672950744629 (2.7639781778878203) | > loss_kl: 1.7906779050827026 (1.720700741423456) | > loss_feat: 8.784454345703125 (8.276182086138762) | > loss_mel: 14.796761512756348 (12.961833767021737) | > loss_duration: 1.6446219682693481 (1.6644051578625698) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.62718963623047 (27.387099956531962) | > grad_norm_1: tensor(518.1758, device='cuda:0') (tensor(369.0323, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8501 (0.8606150312764882) | > loader_time: 0.0105 (0.010272021594201899)  --> TIME: 2025-05-11 21:10:51 -- STEP: 637/725 -- GLOBAL_STEP: 372750 | > loss_disc: 2.0806920528411865 (2.2066912359120914) | > loss_disc_real_0: 0.11404754221439362 (0.1362838494347255) | > loss_disc_real_1: 0.1907084733247757 (0.190096713216563) | > loss_disc_real_2: 0.2056685835123062 (0.18942456775501346) | > loss_disc_real_3: 0.2271784245967865 (0.20544699990019497) | > loss_disc_real_4: 0.14813506603240967 (0.1953454625381966) | > loss_disc_real_5: 0.1928841769695282 (0.2090136822623023) | > loss_0: 2.0806920528411865 (2.2066912359120914) | > grad_norm_0: tensor(23.7457, device='cuda:0') (tensor(21.5074, device='cuda:0')) | > loss_gen: 2.9835169315338135 (2.7635952236139603) | > loss_kl: 1.7994798421859741 (1.720579474462632) | > loss_feat: 9.450359344482422 (8.272180765352607) | > loss_mel: 14.434405326843262 (12.963395225009883) | > loss_duration: 1.6314353942871094 (1.6640323503425387) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.299196243286133 (27.383783067975738) | > grad_norm_1: tensor(504.1779, device='cuda:0') (tensor(367.2290, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8535 (0.8601165057351489) | > loader_time: 0.01 (0.010266275944852014)  --> TIME: 2025-05-11 21:11:34 -- STEP: 687/725 -- GLOBAL_STEP: 372800 | > loss_disc: 2.188203811645508 (2.2059844935304738) | > loss_disc_real_0: 0.1292186677455902 (0.13612705552638713) | > loss_disc_real_1: 0.19784408807754517 (0.1901003650702764) | > loss_disc_real_2: 0.18135330080986023 (0.18928982868378505) | > loss_disc_real_3: 0.2245175689458847 (0.20546496723503344) | > loss_disc_real_4: 0.1820347160100937 (0.19533193267589036) | > loss_disc_real_5: 0.2127019464969635 (0.20879608498997382) | > loss_0: 2.188203811645508 (2.2059844935304738) | > grad_norm_0: tensor(31.5060, device='cuda:0') (tensor(21.6248, device='cuda:0')) | > loss_gen: 2.782377243041992 (2.764798039085132) | > loss_kl: 1.7400848865509033 (1.7209736806336449) | > loss_feat: 8.641919136047363 (8.275762211634438) | > loss_mel: 13.454322814941406 (12.98215520850435) | > loss_duration: 1.6746902465820312 (1.6639227032487909) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.293394088745117 (27.407611874687284) | > grad_norm_1: tensor(492.1216, device='cuda:0') (tensor(367.5092, device='cuda:0')) | > current_lr_0: 0.0001890598914101655 | > current_lr_1: 0.0001890598914101655 | > step_time: 0.8718 (0.8595947285753497) | > loader_time: 0.0123 (0.010284909688402656)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4884092807769775 (2.4884092807769775) | > loss_disc_real_0: 0.2090153843164444 (0.2090153843164444) | > loss_disc_real_1: 0.22744989395141602 (0.22744989395141602) | > loss_disc_real_2: 0.24672262370586395 (0.24672262370586395) | > loss_disc_real_3: 0.23733392357826233 (0.23733392357826233) | > loss_disc_real_4: 0.2615467607975006 (0.2615467607975006) | > loss_disc_real_5: 0.22300422191619873 (0.22300422191619873) | > loss_0: 2.4884092807769775 (2.4884092807769775) | > loss_gen: 2.620943069458008 (2.620943069458008) | > loss_kl: 2.137122392654419 (2.137122392654419) | > loss_feat: 6.884387493133545 (6.884387493133545) | > loss_mel: 12.005936622619629 (12.005936622619629) | > loss_duration: 1.7437937259674072 (1.7437937259674072) | > loss_1: 25.392183303833008 (25.392183303833008)  --> STEP: 1 | > loss_disc: 2.3760159015655518 (2.3760159015655518) | > loss_disc_real_0: 0.18775694072246552 (0.18775694072246552) | > loss_disc_real_1: 0.23519353568553925 (0.23519353568553925) | > loss_disc_real_2: 0.2692658603191376 (0.2692658603191376) | > loss_disc_real_3: 0.23027552664279938 (0.23027552664279938) | > loss_disc_real_4: 0.2731980085372925 (0.2731980085372925) | > loss_disc_real_5: 0.2140190303325653 (0.2140190303325653) | > loss_0: 2.3760159015655518 (2.3760159015655518) | > loss_gen: 2.947267532348633 (2.947267532348633) | > loss_kl: 2.262747287750244 (2.262747287750244) | > loss_feat: 8.075023651123047 (8.075023651123047) | > loss_mel: 14.441105842590332 (14.441105842590332) | > loss_duration: 1.8494315147399902 (1.8494315147399902) | > loss_1: 29.575576782226562 (29.575576782226562)  --> STEP: 2 | > loss_disc: 2.4931092262268066 (2.434562563896179) | > loss_disc_real_0: 0.20569074153900146 (0.1967238411307335) | > loss_disc_real_1: 0.23437094688415527 (0.23478224128484726) | > loss_disc_real_2: 0.25029411911964417 (0.25977998971939087) | > loss_disc_real_3: 0.22966811060905457 (0.22997181862592697) | > loss_disc_real_4: 0.27799707651138306 (0.27559754252433777) | > loss_disc_real_5: 0.215126171708107 (0.21457260102033615) | > loss_0: 2.4931092262268066 (2.434562563896179) | > loss_gen: 2.632314443588257 (2.789790987968445) | > loss_kl: 1.8679448366165161 (2.06534606218338) | > loss_feat: 6.634006023406982 (7.354514837265015) | > loss_mel: 11.626802444458008 (13.03395414352417) | > loss_duration: 1.8774856328964233 (1.8634585738182068) | > loss_1: 24.638553619384766 (27.107065200805664)  --> STEP: 3 | > loss_disc: 2.3909621238708496 (2.420029083887736) | > loss_disc_real_0: 0.19714310765266418 (0.19686359663804373) | > loss_disc_real_1: 0.22395186126232147 (0.231172114610672) | > loss_disc_real_2: 0.2430972456932068 (0.25421907504399616) | > loss_disc_real_3: 0.21959607303142548 (0.22651323676109314) | > loss_disc_real_4: 0.2514305114746094 (0.26754186550776166) | > loss_disc_real_5: 0.20907436311244965 (0.21273985505104065) | > loss_0: 2.3909621238708496 (2.420029083887736) | > loss_gen: 2.786529541015625 (2.7887038389841714) | > loss_kl: 1.9785850048065186 (2.0364257097244263) | > loss_feat: 7.84003210067749 (7.516353925069173) | > loss_mel: 12.92829704284668 (12.998735109965006) | > loss_duration: 1.8314988613128662 (1.8528053363164265) | > loss_1: 27.36494255065918 (27.193024317423504)  --> STEP: 4 | > loss_disc: 2.48551869392395 (2.4364014863967896) | > loss_disc_real_0: 0.22639863193035126 (0.2042473554611206) | > loss_disc_real_1: 0.2443719506263733 (0.23447207361459732) | > loss_disc_real_2: 0.2507968246936798 (0.2533635124564171) | > loss_disc_real_3: 0.23968282341957092 (0.22980563342571259) | > loss_disc_real_4: 0.2866256535053253 (0.27231281250715256) | > loss_disc_real_5: 0.22760014235973358 (0.21645492687821388) | > loss_0: 2.48551869392395 (2.4364014863967896) | > loss_gen: 2.7912285327911377 (2.789335012435913) | > loss_kl: 2.0949618816375732 (2.051059752702713) | > loss_feat: 7.8068108558654785 (7.5889681577682495) | > loss_mel: 14.552762031555176 (13.387241840362549) | > loss_duration: 1.7759780883789062 (1.8335985243320465) | > loss_1: 29.02174186706543 (27.650203704833984) --> EVAL PERFORMANCE | > avg_loader_time: 0.3278946876525879 (-0.003286123275756836) | > avg_loss_disc: 2.4364014863967896 (+0.13559836149215698) | > avg_loss_disc_real_0: 0.2042473554611206 (+0.07274368591606617) | > avg_loss_disc_real_1: 0.23447207361459732 (-0.006260298192501068) | > avg_loss_disc_real_2: 0.2533635124564171 (-0.011574748903512955) | > avg_loss_disc_real_3: 0.22980563342571259 (+0.06033157557249069) | > avg_loss_disc_real_4: 0.27231281250715256 (+0.00535980612039566) | > avg_loss_disc_real_5: 0.21645492687821388 (-0.023461423814296722) | > avg_loss_0: 2.4364014863967896 (+0.13559836149215698) | > avg_loss_gen: 2.789335012435913 (-0.16722482442855835) | > avg_loss_kl: 2.051059752702713 (+0.11987534165382385) | > avg_loss_feat: 7.5889681577682495 (-0.9828494787216187) | > avg_loss_mel: 13.387241840362549 (-0.9439358711242676) | > avg_loss_duration: 1.8335985243320465 (-0.008028358221054077) | > avg_loss_1: 27.650203704833984 (-1.982163429260254)  > EPOCH: 451/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 21:12:14)   --> TIME: 2025-05-11 21:12:27 -- STEP: 12/725 -- GLOBAL_STEP: 372850 | > loss_disc: 2.274918556213379 (2.196198304494222) | > loss_disc_real_0: 0.1955627202987671 (0.13517848402261734) | > loss_disc_real_1: 0.1906169354915619 (0.19322296356161436) | > loss_disc_real_2: 0.19176483154296875 (0.18572947879632315) | > loss_disc_real_3: 0.20156662166118622 (0.20358062908053398) | > loss_disc_real_4: 0.16444985568523407 (0.19824576377868652) | > loss_disc_real_5: 0.18699386715888977 (0.206168162326018) | > loss_0: 2.274918556213379 (2.196198304494222) | > grad_norm_0: tensor(29.6507, device='cuda:0') (tensor(28.5501, device='cuda:0')) | > loss_gen: 2.69038987159729 (2.7858925461769104) | > loss_kl: 1.774118423461914 (1.687172641356786) | > loss_feat: 7.741968631744385 (8.336207588513693) | > loss_mel: 11.916746139526367 (13.203552961349487) | > loss_duration: 1.7145349979400635 (1.6668836772441864) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.837757110595703 (27.679709434509277) | > grad_norm_1: tensor(128.2919, device='cuda:0') (tensor(395.4569, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8586 (0.844906767209371) | > loader_time: 0.0092 (0.010900835196177164)  --> TIME: 2025-05-11 21:13:11 -- STEP: 62/725 -- GLOBAL_STEP: 372900 | > loss_disc: 2.219086170196533 (2.190830180721898) | > loss_disc_real_0: 0.15820595622062683 (0.13593546481382462) | > loss_disc_real_1: 0.16141122579574585 (0.18839838548052695) | > loss_disc_real_2: 0.18288159370422363 (0.18547021453419038) | > loss_disc_real_3: 0.22060061991214752 (0.20675830254631658) | > loss_disc_real_4: 0.1859685480594635 (0.19389363690730063) | > loss_disc_real_5: 0.259813517332077 (0.20953159178456954) | > loss_0: 2.219086170196533 (2.190830180721898) | > grad_norm_0: tensor(32.5010, device='cuda:0') (tensor(24.5813, device='cuda:0')) | > loss_gen: 2.799006462097168 (2.8005577325820923) | > loss_kl: 1.5926883220672607 (1.7573651421454646) | > loss_feat: 7.958255290985107 (8.474054351929695) | > loss_mel: 13.26086711883545 (13.286576563312162) | > loss_duration: 1.696324348449707 (1.661357214373927) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.307140350341797 (27.97991091205228) | > grad_norm_1: tensor(307.8435, device='cuda:0') (tensor(370.1863, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8502 (0.8623008112753591) | > loader_time: 0.01 (0.010600605318623205)  --> TIME: 2025-05-11 21:13:55 -- STEP: 112/725 -- GLOBAL_STEP: 372950 | > loss_disc: 2.368520975112915 (2.2022851769413276) | > loss_disc_real_0: 0.2067851573228836 (0.13617981817307215) | > loss_disc_real_1: 0.2068660706281662 (0.1894350979211075) | > loss_disc_real_2: 0.21505145728588104 (0.1878886602020689) | > loss_disc_real_3: 0.22901354730129242 (0.2058602244194065) | > loss_disc_real_4: 0.22513136267662048 (0.19476704352668353) | > loss_disc_real_5: 0.24446699023246765 (0.21004019677639008) | > loss_0: 2.368520975112915 (2.2022851769413276) | > grad_norm_0: tensor(26.5984, device='cuda:0') (tensor(23.0492, device='cuda:0')) | > loss_gen: 2.685560703277588 (2.769705485020365) | > loss_kl: 1.6071041822433472 (1.736573118184294) | > loss_feat: 6.8425750732421875 (8.262621538979667) | > loss_mel: 11.45754623413086 (12.996693772929055) | > loss_duration: 1.6699998378753662 (1.663857567523207) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.262786865234375 (27.429451533726283) | > grad_norm_1: tensor(137.3840, device='cuda:0') (tensor(373.8297, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8409 (0.8641655338662011) | > loader_time: 0.01 (0.010417022875377113)  --> TIME: 2025-05-11 21:14:39 -- STEP: 162/725 -- GLOBAL_STEP: 373000 | > loss_disc: 2.1689212322235107 (2.20007199784856) | > loss_disc_real_0: 0.1296086460351944 (0.13607223626272177) | > loss_disc_real_1: 0.16668373346328735 (0.18914113267336363) | > loss_disc_real_2: 0.20147839188575745 (0.18778101152475965) | > loss_disc_real_3: 0.1703679859638214 (0.20504194074942747) | > loss_disc_real_4: 0.1813233643770218 (0.19518953607774076) | > loss_disc_real_5: 0.22041943669319153 (0.20859366342609312) | > loss_0: 2.1689212322235107 (2.20007199784856) | > grad_norm_0: tensor(16.0744, device='cuda:0') (tensor(23.4766, device='cuda:0')) | > loss_gen: 2.8725523948669434 (2.7729654223830607) | > loss_kl: 1.72223699092865 (1.730570097764333) | > loss_feat: 8.72459602355957 (8.305370307263031) | > loss_mel: 13.193682670593262 (13.003760526209701) | > loss_duration: 1.6246592998504639 (1.6633545748981433) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.137725830078125 (27.476020871857067) | > grad_norm_1: tensor(291.0620, device='cuda:0') (tensor(381.9285, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8533 (0.8677910154248459) | > loader_time: 0.011 (0.010432924753353919) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_373000.pth  --> TIME: 2025-05-11 21:15:26 -- STEP: 212/725 -- GLOBAL_STEP: 373050 | > loss_disc: 2.162019729614258 (2.201900989941833) | > loss_disc_real_0: 0.10620156675577164 (0.13614449586789576) | > loss_disc_real_1: 0.2111108899116516 (0.18953425634019783) | > loss_disc_real_2: 0.19031217694282532 (0.1881571287675848) | > loss_disc_real_3: 0.20816081762313843 (0.20540224852145847) | > loss_disc_real_4: 0.20697316527366638 (0.19475402521356097) | > loss_disc_real_5: 0.18574684858322144 (0.2090195503859025) | > loss_0: 2.162019729614258 (2.201900989941833) | > grad_norm_0: tensor(16.8826, device='cuda:0') (tensor(22.4861, device='cuda:0')) | > loss_gen: 2.7477564811706543 (2.7702222725130468) | > loss_kl: 1.6676154136657715 (1.724475807738754) | > loss_feat: 8.810050964355469 (8.317109350888225) | > loss_mel: 12.79841136932373 (13.011635038087952) | > loss_duration: 1.677626609802246 (1.6635563598488865) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.701461791992188 (27.48699874697991) | > grad_norm_1: tensor(415.7383, device='cuda:0') (tensor(369.9161, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8495 (0.8671939384262516) | > loader_time: 0.0098 (0.010415951036057382)  --> TIME: 2025-05-11 21:16:09 -- STEP: 262/725 -- GLOBAL_STEP: 373100 | > loss_disc: 2.460373878479004 (2.2038126342169213) | > loss_disc_real_0: 0.10460685193538666 (0.13666734710790737) | > loss_disc_real_1: 0.19238942861557007 (0.18954484460463053) | > loss_disc_real_2: 0.20116721093654633 (0.18828342496666287) | > loss_disc_real_3: 0.19780100882053375 (0.20543237320566907) | > loss_disc_real_4: 0.20485340058803558 (0.19493085310886835) | > loss_disc_real_5: 0.2351101040840149 (0.20926552629880324) | > loss_0: 2.460373878479004 (2.2038126342169213) | > grad_norm_0: tensor(24.4190, device='cuda:0') (tensor(22.3761, device='cuda:0')) | > loss_gen: 2.2292401790618896 (2.764972360989519) | > loss_kl: 1.90321946144104 (1.725973850443163) | > loss_feat: 6.123749732971191 (8.280854965894273) | > loss_mel: 9.725440979003906 (12.972181738787935) | > loss_duration: 1.6591413021087646 (1.6645664345217117) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.640792846679688 (27.408549265097115) | > grad_norm_1: tensor(269.8814, device='cuda:0') (tensor(365.2153, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8918 (0.8655267444275717) | > loader_time: 0.0103 (0.010368489127122718)  --> TIME: 2025-05-11 21:16:53 -- STEP: 312/725 -- GLOBAL_STEP: 373150 | > loss_disc: 2.146165132522583 (2.2052438301153674) | > loss_disc_real_0: 0.11366291344165802 (0.13669833612556645) | > loss_disc_real_1: 0.19201795756816864 (0.18936667443276978) | > loss_disc_real_2: 0.17545202374458313 (0.18820426622644454) | > loss_disc_real_3: 0.1951630413532257 (0.20563568022006593) | > loss_disc_real_4: 0.16913366317749023 (0.19522973135686836) | > loss_disc_real_5: 0.20547325909137726 (0.20970756216691092) | > loss_0: 2.146165132522583 (2.2052438301153674) | > grad_norm_0: tensor(24.9947, device='cuda:0') (tensor(21.3400, device='cuda:0')) | > loss_gen: 2.699279308319092 (2.7592080059723965) | > loss_kl: 1.7842494249343872 (1.726159127476888) | > loss_feat: 8.599183082580566 (8.270881986006707) | > loss_mel: 12.788544654846191 (12.95271225464649) | > loss_duration: 1.6432863473892212 (1.6640924841929705) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.514543533325195 (27.373053789138794) | > grad_norm_1: tensor(474.1755, device='cuda:0') (tensor(354.9361, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8698 (0.8653653034797083) | > loader_time: 0.0101 (0.01036577958327074)  --> TIME: 2025-05-11 21:17:37 -- STEP: 362/725 -- GLOBAL_STEP: 373200 | > loss_disc: 2.070006847381592 (2.201765564265171) | > loss_disc_real_0: 0.14275899529457092 (0.13587171390899633) | > loss_disc_real_1: 0.17382675409317017 (0.1894511156072275) | > loss_disc_real_2: 0.18322019279003143 (0.1880535177516016) | > loss_disc_real_3: 0.21246092021465302 (0.20526499301195142) | > loss_disc_real_4: 0.21018248796463013 (0.19488145937906437) | > loss_disc_real_5: 0.21982546150684357 (0.20949627331442597) | > loss_0: 2.070006847381592 (2.201765564265171) | > grad_norm_0: tensor(25.7187, device='cuda:0') (tensor(21.5300, device='cuda:0')) | > loss_gen: 2.98242449760437 (2.7671827387414574) | > loss_kl: 1.828702688217163 (1.7262158120534696) | > loss_feat: 9.513185501098633 (8.302130929672911) | > loss_mel: 14.460159301757812 (12.971993946897387) | > loss_duration: 1.6116487979888916 (1.6630677692797962) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.396120071411133 (27.430591140662766) | > grad_norm_1: tensor(192.3985, device='cuda:0') (tensor(354.7129, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8433 (0.8656517583362306) | > loader_time: 0.01 (0.010338978214158542)  --> TIME: 2025-05-11 21:18:21 -- STEP: 412/725 -- GLOBAL_STEP: 373250 | > loss_disc: 2.1761395931243896 (2.1998695522836087) | > loss_disc_real_0: 0.10110939294099808 (0.13591701602472842) | > loss_disc_real_1: 0.18732941150665283 (0.18945055758779494) | > loss_disc_real_2: 0.17186576128005981 (0.18766057957867982) | > loss_disc_real_3: 0.22554560005664825 (0.2051336630021484) | > loss_disc_real_4: 0.22353777289390564 (0.1948379560292345) | > loss_disc_real_5: 0.18804886937141418 (0.20908797423816422) | > loss_0: 2.1761395931243896 (2.1998695522836087) | > grad_norm_0: tensor(14.7778, device='cuda:0') (tensor(22.0538, device='cuda:0')) | > loss_gen: 2.7628226280212402 (2.772591228623991) | > loss_kl: 1.6623190641403198 (1.7270998465783387) | > loss_feat: 8.34133243560791 (8.324094131154922) | > loss_mel: 13.170432090759277 (12.98360873426048) | > loss_duration: 1.6738262176513672 (1.6636802177984737) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.610733032226562 (27.471074071902674) | > grad_norm_1: tensor(361.1813, device='cuda:0') (tensor(361.7936, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8624 (0.8651317832539384) | > loader_time: 0.0122 (0.010331679316400326)  --> TIME: 2025-05-11 21:19:05 -- STEP: 462/725 -- GLOBAL_STEP: 373300 | > loss_disc: 2.184969902038574 (2.19987215624227) | > loss_disc_real_0: 0.14999708533287048 (0.13598333063708753) | > loss_disc_real_1: 0.18228571116924286 (0.18916712456193327) | > loss_disc_real_2: 0.22186385095119476 (0.18775125047861246) | > loss_disc_real_3: 0.1915055513381958 (0.20504709362209614) | > loss_disc_real_4: 0.19450674951076508 (0.19480417930073546) | > loss_disc_real_5: 0.20688289403915405 (0.2093204873335826) | > loss_0: 2.184969902038574 (2.19987215624227) | > grad_norm_0: tensor(14.4948, device='cuda:0') (tensor(21.6500, device='cuda:0')) | > loss_gen: 2.7718629837036133 (2.7683341188348205) | > loss_kl: 1.5140788555145264 (1.7226796999122158) | > loss_feat: 8.215965270996094 (8.311549826617881) | > loss_mel: 12.898569107055664 (12.96856170918518) | > loss_duration: 1.6830029487609863 (1.6636924831382125) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.083477020263672 (27.434817768278577) | > grad_norm_1: tensor(374.2422, device='cuda:0') (tensor(357.3601, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.807 (0.8652331488473076) | > loader_time: 0.0099 (0.010328795486714419)  --> TIME: 2025-05-11 21:19:49 -- STEP: 512/725 -- GLOBAL_STEP: 373350 | > loss_disc: 2.203289747238159 (2.1982264174148423) | > loss_disc_real_0: 0.10494296997785568 (0.13563985789369323) | > loss_disc_real_1: 0.16190339624881744 (0.18883885117247706) | > loss_disc_real_2: 0.16247966885566711 (0.18772323461598722) | > loss_disc_real_3: 0.22715342044830322 (0.2049888511537574) | > loss_disc_real_4: 0.19501392543315887 (0.19469398463843385) | > loss_disc_real_5: 0.20885349810123444 (0.20932738788542338) | > loss_0: 2.203289747238159 (2.1982264174148423) | > grad_norm_0: tensor(21.6965, device='cuda:0') (tensor(21.5205, device='cuda:0')) | > loss_gen: 2.7802886962890625 (2.7703288062475613) | > loss_kl: 1.6581355333328247 (1.7246106676757336) | > loss_feat: 8.292640686035156 (8.319239424541593) | > loss_mel: 13.275809288024902 (12.98488784767687) | > loss_duration: 1.611465573310852 (1.6643122110981494) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.61833953857422 (27.46337888762355) | > grad_norm_1: tensor(117.8438, device='cuda:0') (tensor(356.3242, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8689 (0.8646576115861536) | > loader_time: 0.01 (0.010290028527379038)  --> TIME: 2025-05-11 21:20:33 -- STEP: 562/725 -- GLOBAL_STEP: 373400 | > loss_disc: 2.1774322986602783 (2.1971719617096968) | > loss_disc_real_0: 0.15996968746185303 (0.1354983305936394) | > loss_disc_real_1: 0.19079743325710297 (0.18880625196411097) | > loss_disc_real_2: 0.19256283342838287 (0.18764750497727212) | > loss_disc_real_3: 0.18985477089881897 (0.2049074115702266) | > loss_disc_real_4: 0.19008420407772064 (0.19452766594195284) | > loss_disc_real_5: 0.23482295870780945 (0.20933514584213814) | > loss_0: 2.1774322986602783 (2.1971719617096968) | > grad_norm_0: tensor(9.3892, device='cuda:0') (tensor(21.1435, device='cuda:0')) | > loss_gen: 2.9468836784362793 (2.770057356230305) | > loss_kl: 1.6884535551071167 (1.730683398416458) | > loss_feat: 8.790910720825195 (8.320109737301213) | > loss_mel: 13.502982139587402 (12.986735454233509) | > loss_duration: 1.634954571723938 (1.6641316683266933) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.564184188842773 (27.47171756635782) | > grad_norm_1: tensor(165.4866, device='cuda:0') (tensor(352.4178, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.9049 (0.8637994952049118) | > loader_time: 0.0103 (0.010262437986733654)  --> TIME: 2025-05-11 21:21:17 -- STEP: 612/725 -- GLOBAL_STEP: 373450 | > loss_disc: 2.2728960514068604 (2.1980746326103695) | > loss_disc_real_0: 0.15105317533016205 (0.13543538588519186) | > loss_disc_real_1: 0.2199983298778534 (0.1889721161984151) | > loss_disc_real_2: 0.22013354301452637 (0.1878827046481223) | > loss_disc_real_3: 0.23283064365386963 (0.20502303596707738) | > loss_disc_real_4: 0.225733682513237 (0.1946694127046594) | > loss_disc_real_5: 0.22131264209747314 (0.20907599595831888) | > loss_0: 2.2728960514068604 (2.1980746326103695) | > grad_norm_0: tensor(36.9765, device='cuda:0') (tensor(21.1341, device='cuda:0')) | > loss_gen: 2.862776041030884 (2.77054407900455) | > loss_kl: 1.595521330833435 (1.7312616121535207) | > loss_feat: 7.501206398010254 (8.324126023093077) | > loss_mel: 12.231893539428711 (12.989965766083955) | > loss_duration: 1.6036145687103271 (1.66382165029158) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.795011520385742 (27.479719065373246) | > grad_norm_1: tensor(373.2602, device='cuda:0') (tensor(352.0749, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8243 (0.8639865159209253) | > loader_time: 0.0096 (0.010266880583918959)  --> TIME: 2025-05-11 21:22:00 -- STEP: 662/725 -- GLOBAL_STEP: 373500 | > loss_disc: 2.3303439617156982 (2.1977626337385594) | > loss_disc_real_0: 0.15765433013439178 (0.13544688320907217) | > loss_disc_real_1: 0.19804416596889496 (0.18887535187773116) | > loss_disc_real_2: 0.2023361176252365 (0.18777995858217647) | > loss_disc_real_3: 0.21336019039154053 (0.20509203273544152) | > loss_disc_real_4: 0.21637636423110962 (0.19479706653835546) | > loss_disc_real_5: 0.21841786801815033 (0.20928424135345708) | > loss_0: 2.3303439617156982 (2.1977626337385594) | > grad_norm_0: tensor(25.9938, device='cuda:0') (tensor(21.1170, device='cuda:0')) | > loss_gen: 2.5076797008514404 (2.7698661034921135) | > loss_kl: 1.6578705310821533 (1.7297935698327702) | > loss_feat: 7.0463128089904785 (8.326334722812797) | > loss_mel: 11.483383178710938 (12.989539924344985) | > loss_duration: 1.6825876235961914 (1.6643724713440748) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.37783432006836 (27.479906733302556) | > grad_norm_1: tensor(265.2537, device='cuda:0') (tensor(352.3847, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8955 (0.86334995452731) | > loader_time: 0.0111 (0.010266669567257986)  --> TIME: 2025-05-11 21:22:44 -- STEP: 712/725 -- GLOBAL_STEP: 373550 | > loss_disc: 2.007242202758789 (2.1984176471661963) | > loss_disc_real_0: 0.09422056376934052 (0.13566848184662253) | > loss_disc_real_1: 0.17737498879432678 (0.18898490732640366) | > loss_disc_real_2: 0.16924916207790375 (0.18786535056286977) | > loss_disc_real_3: 0.19966107606887817 (0.2050392565767418) | > loss_disc_real_4: 0.19029206037521362 (0.1947728215266814) | > loss_disc_real_5: 0.20737355947494507 (0.2092181048617604) | > loss_0: 2.007242202758789 (2.1984176471661963) | > grad_norm_0: tensor(24.1135, device='cuda:0') (tensor(21.3916, device='cuda:0')) | > loss_gen: 3.01599383354187 (2.7700244298811714) | > loss_kl: 1.8121635913848877 (1.726503531584579) | > loss_feat: 9.517837524414062 (8.320396065042255) | > loss_mel: 15.246633529663086 (12.98042922810222) | > loss_duration: 1.6466503143310547 (1.6641124419951707) | > amp_scaler: 512.0 (267.50561797752783) | > loss_1: 31.239276885986328 (27.46146562126246) | > grad_norm_1: tensor(440.5038, device='cuda:0') (tensor(353.2106, device='cuda:0')) | > current_lr_0: 0.00018903625892373923 | > current_lr_1: 0.00018903625892373923 | > step_time: 0.8296 (0.8633255004213094) | > loader_time: 0.0099 (0.010281059179413195)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.268284797668457 (2.268284797668457) | > loss_disc_real_0: 0.12112721800804138 (0.12112721800804138) | > loss_disc_real_1: 0.22125157713890076 (0.22125157713890076) | > loss_disc_real_2: 0.23756664991378784 (0.23756664991378784) | > loss_disc_real_3: 0.20418274402618408 (0.20418274402618408) | > loss_disc_real_4: 0.22789372503757477 (0.22789372503757477) | > loss_disc_real_5: 0.1909557729959488 (0.1909557729959488) | > loss_0: 2.268284797668457 (2.268284797668457) | > loss_gen: 2.6239941120147705 (2.6239941120147705) | > loss_kl: 2.1166679859161377 (2.1166679859161377) | > loss_feat: 8.4945650100708 (8.4945650100708) | > loss_mel: 13.946972846984863 (13.946972846984863) | > loss_duration: 1.7400730848312378 (1.7400730848312378) | > loss_1: 28.922271728515625 (28.922271728515625)  --> STEP: 1 | > loss_disc: 2.338020086288452 (2.338020086288452) | > loss_disc_real_0: 0.13629423081874847 (0.13629423081874847) | > loss_disc_real_1: 0.20945137739181519 (0.20945137739181519) | > loss_disc_real_2: 0.25541797280311584 (0.25541797280311584) | > loss_disc_real_3: 0.20684579014778137 (0.20684579014778137) | > loss_disc_real_4: 0.23497596383094788 (0.23497596383094788) | > loss_disc_real_5: 0.20352789759635925 (0.20352789759635925) | > loss_0: 2.338020086288452 (2.338020086288452) | > loss_gen: 2.484928607940674 (2.484928607940674) | > loss_kl: 2.153218984603882 (2.153218984603882) | > loss_feat: 7.253821849822998 (7.253821849822998) | > loss_mel: 13.068451881408691 (13.068451881408691) | > loss_duration: 1.8748520612716675 (1.8748520612716675) | > loss_1: 26.83527183532715 (26.83527183532715)  --> STEP: 2 | > loss_disc: 2.4070217609405518 (2.372520923614502) | > loss_disc_real_0: 0.14545869827270508 (0.14087646454572678) | > loss_disc_real_1: 0.21523769199848175 (0.21234453469514847) | > loss_disc_real_2: 0.24069134891033173 (0.24805466085672379) | > loss_disc_real_3: 0.21766242384910583 (0.2122541069984436) | > loss_disc_real_4: 0.2376171350479126 (0.23629654943943024) | > loss_disc_real_5: 0.21691522002220154 (0.2102215588092804) | > loss_0: 2.4070217609405518 (2.372520923614502) | > loss_gen: 2.396101236343384 (2.440514922142029) | > loss_kl: 2.0654852390289307 (2.1093521118164062) | > loss_feat: 7.178230285644531 (7.216026067733765) | > loss_mel: 12.01890754699707 (12.54367971420288) | > loss_duration: 1.8820759057998657 (1.8784639835357666) | > loss_1: 25.540800094604492 (26.18803596496582)  --> STEP: 3 | > loss_disc: 2.4848861694335938 (2.409976005554199) | > loss_disc_real_0: 0.14402329921722412 (0.1419254094362259) | > loss_disc_real_1: 0.24643459916114807 (0.22370788951714835) | > loss_disc_real_2: 0.2581561505794525 (0.25142182409763336) | > loss_disc_real_3: 0.21725508570671082 (0.21392109990119934) | > loss_disc_real_4: 0.2518002986907959 (0.24146446585655212) | > loss_disc_real_5: 0.20893123745918274 (0.20979145169258118) | > loss_0: 2.4848861694335938 (2.409976005554199) | > loss_gen: 2.3825769424438477 (2.4212022622426352) | > loss_kl: 2.1335368156433105 (2.1174136797587075) | > loss_feat: 6.06393575668335 (6.831995964050293) | > loss_mel: 11.166263580322266 (12.084541002909342) | > loss_duration: 1.8314621448516846 (1.862796703974406) | > loss_1: 23.577774047851562 (25.317948659261067)  --> STEP: 4 | > loss_disc: 2.4637057781219482 (2.4234084486961365) | > loss_disc_real_0: 0.1567453294992447 (0.1456303894519806) | > loss_disc_real_1: 0.2367662638425827 (0.22697248309850693) | > loss_disc_real_2: 0.23591814935207367 (0.24754590541124344) | > loss_disc_real_3: 0.19314461946487427 (0.20872697979211807) | > loss_disc_real_4: 0.23542232811450958 (0.2399539314210415) | > loss_disc_real_5: 0.21331724524497986 (0.21067290008068085) | > loss_0: 2.4637057781219482 (2.4234084486961365) | > loss_gen: 2.3144524097442627 (2.394514799118042) | > loss_kl: 2.1244564056396484 (2.119174361228943) | > loss_feat: 7.055687427520752 (6.887918829917908) | > loss_mel: 12.466534614562988 (12.180039405822754) | > loss_duration: 1.7907216548919678 (1.8447779417037964) | > loss_1: 25.751853942871094 (25.426424980163574) --> EVAL PERFORMANCE | > avg_loader_time: 0.3278714418411255 (-2.3245811462402344e-05) | > avg_loss_disc: 2.4234084486961365 (-0.012993037700653076) | > avg_loss_disc_real_0: 0.1456303894519806 (-0.058616966009140015) | > avg_loss_disc_real_1: 0.22697248309850693 (-0.007499590516090393) | > avg_loss_disc_real_2: 0.24754590541124344 (-0.005817607045173645) | > avg_loss_disc_real_3: 0.20872697979211807 (-0.021078653633594513) | > avg_loss_disc_real_4: 0.2399539314210415 (-0.03235888108611107) | > avg_loss_disc_real_5: 0.21067290008068085 (-0.005782026797533035) | > avg_loss_0: 2.4234084486961365 (-0.012993037700653076) | > avg_loss_gen: 2.394514799118042 (-0.3948202133178711) | > avg_loss_kl: 2.119174361228943 (+0.06811460852622986) | > avg_loss_feat: 6.887918829917908 (-0.7010493278503418) | > avg_loss_mel: 12.180039405822754 (-1.207202434539795) | > avg_loss_duration: 1.8447779417037964 (+0.011179417371749878) | > avg_loss_1: 25.426424980163574 (-2.22377872467041) > BEST MODEL : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/best_model_373563.pth  > EPOCH: 452/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 21:23:04)   --> TIME: 2025-05-11 21:23:38 -- STEP: 37/725 -- GLOBAL_STEP: 373600 | > loss_disc: 2.141721248626709 (2.2076003229295886) | > loss_disc_real_0: 0.10469471663236618 (0.13631654248849764) | > loss_disc_real_1: 0.18879830837249756 (0.19000172172043775) | > loss_disc_real_2: 0.17856450378894806 (0.1873552106522225) | > loss_disc_real_3: 0.1680895835161209 (0.20453040100432732) | > loss_disc_real_4: 0.15389491617679596 (0.1966246555785875) | > loss_disc_real_5: 0.2112499326467514 (0.2096598277220855) | > loss_0: 2.141721248626709 (2.2076003229295886) | > grad_norm_0: tensor(17.5358, device='cuda:0') (tensor(20.0611, device='cuda:0')) | > loss_gen: 2.8333797454833984 (2.7500869647876636) | > loss_kl: 1.6595500707626343 (1.7069960703720917) | > loss_feat: 9.14999008178711 (8.282117547215643) | > loss_mel: 13.304774284362793 (12.986515612215609) | > loss_duration: 1.649224042892456 (1.6613385451806557) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.5969181060791 (27.387054752659154) | > grad_norm_1: tensor(355.5879, device='cuda:0') (tensor(328.6836, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8548 (0.8560261404192125) | > loader_time: 0.0117 (0.010384134344152501)  --> TIME: 2025-05-11 21:24:22 -- STEP: 87/725 -- GLOBAL_STEP: 373650 | > loss_disc: 2.16329026222229 (2.1893118332172263) | > loss_disc_real_0: 0.12330833077430725 (0.13341142742455686) | > loss_disc_real_1: 0.18974219262599945 (0.18902561342579194) | > loss_disc_real_2: 0.17876417934894562 (0.18852340301563) | > loss_disc_real_3: 0.2092234194278717 (0.20415489666763392) | > loss_disc_real_4: 0.21854116022586823 (0.19634031033378907) | > loss_disc_real_5: 0.21744351089000702 (0.2058982448331241) | > loss_0: 2.16329026222229 (2.1893118332172263) | > grad_norm_0: tensor(27.5604, device='cuda:0') (tensor(20.4940, device='cuda:0')) | > loss_gen: 2.9603703022003174 (2.7916278482853674) | > loss_kl: 1.6359902620315552 (1.7029827408406926) | > loss_feat: 8.917503356933594 (8.462635237595126) | > loss_mel: 13.796525001525879 (13.188407897949217) | > loss_duration: 1.6540071964263916 (1.6629110437700119) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.96439552307129 (27.808564745146654) | > grad_norm_1: tensor(439.2772, device='cuda:0') (tensor(345.6198, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.837 (0.8556187180266983) | > loader_time: 0.0094 (0.01033998083794254)  --> TIME: 2025-05-11 21:25:06 -- STEP: 137/725 -- GLOBAL_STEP: 373700 | > loss_disc: 2.120896816253662 (2.1930084150202953) | > loss_disc_real_0: 0.11663443595170975 (0.13469754132258624) | > loss_disc_real_1: 0.1760980188846588 (0.1893187392584599) | > loss_disc_real_2: 0.1798166185617447 (0.1884060740253351) | > loss_disc_real_3: 0.22166113555431366 (0.20407599036710974) | > loss_disc_real_4: 0.19628053903579712 (0.19521793570831744) | > loss_disc_real_5: 0.2162562757730484 (0.2067488865913266) | > loss_0: 2.120896816253662 (2.1930084150202953) | > grad_norm_0: tensor(30.4936, device='cuda:0') (tensor(20.8940, device='cuda:0')) | > loss_gen: 2.847587823867798 (2.7853875334245446) | > loss_kl: 1.720607042312622 (1.7020522660582604) | > loss_feat: 9.007606506347656 (8.406230470559887) | > loss_mel: 12.846820831298828 (13.064663267483674) | > loss_duration: 1.6614524126052856 (1.66329728077798) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.084075927734375 (27.62163071736802) | > grad_norm_1: tensor(207.6920, device='cuda:0') (tensor(352.5696, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8126 (0.8591163053999852) | > loader_time: 0.0089 (0.01033085280091223)  --> TIME: 2025-05-11 21:25:49 -- STEP: 187/725 -- GLOBAL_STEP: 373750 | > loss_disc: 2.1452839374542236 (2.1901318338465576) | > loss_disc_real_0: 0.18079423904418945 (0.13517430101964548) | > loss_disc_real_1: 0.20190563797950745 (0.18984114024090898) | > loss_disc_real_2: 0.18282489478588104 (0.18800743370451392) | > loss_disc_real_3: 0.1986415535211563 (0.2036380802086967) | > loss_disc_real_4: 0.1841440051794052 (0.19413029533975257) | > loss_disc_real_5: 0.2206493467092514 (0.2063328412605479) | > loss_0: 2.1452839374542236 (2.1901318338465576) | > grad_norm_0: tensor(25.5726, device='cuda:0') (tensor(21.1363, device='cuda:0')) | > loss_gen: 2.8559486865997314 (2.7861116200207396) | > loss_kl: 1.7749427556991577 (1.7008151255826895) | > loss_feat: 8.794966697692871 (8.382903336203663) | > loss_mel: 13.21452522277832 (12.995805424164958) | > loss_duration: 1.6741876602172852 (1.6643054300451026) | > amp_scaler: 256.0 (462.7165775401069) | > loss_1: 28.314571380615234 (27.529940906055465) | > grad_norm_1: tensor(428.3917, device='cuda:0') (tensor(359.3773, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8446 (0.856404234381283) | > loader_time: 0.0112 (0.010213196596359825)  --> TIME: 2025-05-11 21:26:33 -- STEP: 237/725 -- GLOBAL_STEP: 373800 | > loss_disc: 2.1403610706329346 (2.188951972164684) | > loss_disc_real_0: 0.11293864250183105 (0.13444477939027263) | > loss_disc_real_1: 0.1894732415676117 (0.18978949890861033) | > loss_disc_real_2: 0.17751044034957886 (0.18740119637316288) | > loss_disc_real_3: 0.1858523041009903 (0.2034851383056318) | > loss_disc_real_4: 0.21841442584991455 (0.19415424676132598) | > loss_disc_real_5: 0.19929789006710052 (0.20697699644394563) | > loss_0: 2.1403610706329346 (2.188951972164684) | > grad_norm_0: tensor(12.0593, device='cuda:0') (tensor(20.6241, device='cuda:0')) | > loss_gen: 2.827277660369873 (2.7802783265898503) | > loss_kl: 1.9672147035598755 (1.7092753985763096) | > loss_feat: 9.058371543884277 (8.37176846854293) | > loss_mel: 14.213214874267578 (12.968378075064484) | > loss_duration: 1.6286048889160156 (1.6643326951481625) | > amp_scaler: 256.0 (419.1054852320675) | > loss_1: 29.694683074951172 (27.49403289601772) | > grad_norm_1: tensor(296.4157, device='cuda:0') (tensor(352.0916, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8179 (0.8568732497058337) | > loader_time: 0.0101 (0.010210715265716683)  --> TIME: 2025-05-11 21:27:16 -- STEP: 287/725 -- GLOBAL_STEP: 373850 | > loss_disc: 2.312743902206421 (2.192484512561704) | > loss_disc_real_0: 0.1789383590221405 (0.13514083660230397) | > loss_disc_real_1: 0.2032351791858673 (0.1900142202809298) | > loss_disc_real_2: 0.20043297111988068 (0.18764002455028508) | > loss_disc_real_3: 0.20457372069358826 (0.2036493665665284) | > loss_disc_real_4: 0.20025093853473663 (0.19414876562377706) | > loss_disc_real_5: 0.20279225707054138 (0.20731580979109634) | > loss_0: 2.312743902206421 (2.192484512561704) | > grad_norm_0: tensor(34.0045, device='cuda:0') (tensor(20.2762, device='cuda:0')) | > loss_gen: 2.585991144180298 (2.7746638246529614) | > loss_kl: 1.6377471685409546 (1.7147094351904733) | > loss_feat: 7.386981010437012 (8.34514285463073) | > loss_mel: 11.878291130065918 (12.936832205343741) | > loss_duration: 1.6764273643493652 (1.664851474014309) | > amp_scaler: 256.0 (390.68989547038325) | > loss_1: 25.165437698364258 (27.43619971325173) | > grad_norm_1: tensor(110.2111, device='cuda:0') (tensor(345.1055, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8227 (0.8552564203946847) | > loader_time: 0.0099 (0.010165814323292376)  --> TIME: 2025-05-11 21:27:59 -- STEP: 337/725 -- GLOBAL_STEP: 373900 | > loss_disc: 2.0665597915649414 (2.1952585310893524) | > loss_disc_real_0: 0.10796508193016052 (0.1353343101964506) | > loss_disc_real_1: 0.1768243908882141 (0.1904412875012758) | > loss_disc_real_2: 0.1466556042432785 (0.18788093951937004) | > loss_disc_real_3: 0.1874949038028717 (0.20384232270965227) | > loss_disc_real_4: 0.18319456279277802 (0.19449670015881249) | > loss_disc_real_5: 0.22662338614463806 (0.20785262221221745) | > loss_0: 2.0665597915649414 (2.1952585310893524) | > grad_norm_0: tensor(21.1097, device='cuda:0') (tensor(20.3689, device='cuda:0')) | > loss_gen: 2.901216506958008 (2.773247564581807) | > loss_kl: 1.8071218729019165 (1.7131302993446147) | > loss_feat: 9.239518165588379 (8.333187711698715) | > loss_mel: 14.307126998901367 (12.939173839919999) | > loss_duration: 1.6515443325042725 (1.6643579908223818) | > amp_scaler: 256.0 (370.70623145400566) | > loss_1: 29.90652847290039 (27.4230973388038) | > grad_norm_1: tensor(423.3224, device='cuda:0') (tensor(343.2888, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8674 (0.8549190650000413) | > loader_time: 0.0103 (0.010211992688278057)  --> TIME: 2025-05-11 21:28:43 -- STEP: 387/725 -- GLOBAL_STEP: 373950 | > loss_disc: 2.2292847633361816 (2.1925742851055268) | > loss_disc_real_0: 0.09593963623046875 (0.134844919161279) | > loss_disc_real_1: 0.1931527554988861 (0.1902822433978089) | > loss_disc_real_2: 0.19647350907325745 (0.18759065573837713) | > loss_disc_real_3: 0.1974799931049347 (0.20395075296862789) | > loss_disc_real_4: 0.2159019559621811 (0.1943056468661749) | > loss_disc_real_5: 0.21949121356010437 (0.207276136260624) | > loss_0: 2.2292847633361816 (2.1925742851055268) | > grad_norm_0: tensor(29.7807, device='cuda:0') (tensor(21.0198, device='cuda:0')) | > loss_gen: 2.9658567905426025 (2.78065585165985) | > loss_kl: 1.6256103515625 (1.712095853894256) | > loss_feat: 7.7780632972717285 (8.342094603743043) | > loss_mel: 12.397879600524902 (12.957724721548786) | > loss_duration: 1.7459769248962402 (1.6646132764890211) | > amp_scaler: 256.0 (355.8863049095604) | > loss_1: 26.513385772705078 (27.45718422724603) | > grad_norm_1: tensor(545.4323, device='cuda:0') (tensor(351.0984, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8733 (0.8551112743003113) | > loader_time: 0.0109 (0.010217420198504619)  --> TIME: 2025-05-11 21:29:26 -- STEP: 437/725 -- GLOBAL_STEP: 374000 | > loss_disc: 2.1477715969085693 (2.19066812217372) | > loss_disc_real_0: 0.11168795824050903 (0.13465819917022492) | > loss_disc_real_1: 0.1501927375793457 (0.19015334454499344) | > loss_disc_real_2: 0.1790226399898529 (0.18771163017853446) | > loss_disc_real_3: 0.18782998621463776 (0.20377267460664833) | > loss_disc_real_4: 0.1799955815076828 (0.1940837281178555) | > loss_disc_real_5: 0.2251817137002945 (0.20708292010037788) | > loss_0: 2.1477715969085693 (2.19066812217372) | > grad_norm_0: tensor(30.4527, device='cuda:0') (tensor(21.5305, device='cuda:0')) | > loss_gen: 2.668970823287964 (2.7843688554567394) | > loss_kl: 1.728887915611267 (1.7174123896614093) | > loss_feat: 8.584879875183105 (8.349298275308142) | > loss_mel: 12.551894187927246 (12.949571319248365) | > loss_duration: 1.6334054470062256 (1.6645766172038063) | > amp_scaler: 256.0 (344.4576659038899) | > loss_1: 27.16803741455078 (27.46522739331837) | > grad_norm_1: tensor(490.6005, device='cuda:0') (tensor(359.4160, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8948 (0.8542711112810215) | > loader_time: 0.0096 (0.010222737794609851) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_374000.pth  --> TIME: 2025-05-11 21:30:11 -- STEP: 487/725 -- GLOBAL_STEP: 374050 | > loss_disc: 2.126131534576416 (2.1923794264176544) | > loss_disc_real_0: 0.09836678206920624 (0.1349919650558327) | > loss_disc_real_1: 0.16981829702854156 (0.1901426058897493) | > loss_disc_real_2: 0.181841179728508 (0.1878814886054464) | > loss_disc_real_3: 0.2023172229528427 (0.2039590170434857) | > loss_disc_real_4: 0.17255324125289917 (0.19421304119808225) | > loss_disc_real_5: 0.18763414025306702 (0.20730533486029445) | > loss_0: 2.126131534576416 (2.1923794264176544) | > grad_norm_0: tensor(22.6232, device='cuda:0') (tensor(21.7557, device='cuda:0')) | > loss_gen: 2.8919854164123535 (2.7821728189378314) | > loss_kl: 1.7517411708831787 (1.716187284712429) | > loss_feat: 8.61064338684082 (8.334203652532674) | > loss_mel: 13.746797561645508 (12.947961094443068) | > loss_duration: 1.6368873119354248 (1.6647413939665965) | > amp_scaler: 256.0 (335.37577002053365) | > loss_1: 28.63805389404297 (27.445266206651254) | > grad_norm_1: tensor(311.8517, device='cuda:0') (tensor(362.2190, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8249 (0.8534966704781782) | > loader_time: 0.0115 (0.010214539768759471)  --> TIME: 2025-05-11 21:30:55 -- STEP: 537/725 -- GLOBAL_STEP: 374100 | > loss_disc: 2.1915273666381836 (2.193230298422346) | > loss_disc_real_0: 0.18073731660842896 (0.13519661762583396) | > loss_disc_real_1: 0.19899781048297882 (0.19017742774007046) | > loss_disc_real_2: 0.1902095377445221 (0.18784229160465118) | > loss_disc_real_3: 0.2007465958595276 (0.20417447082934206) | > loss_disc_real_4: 0.17503796517848969 (0.1943417339407088) | > loss_disc_real_5: 0.1970899999141693 (0.20728214620655916) | > loss_0: 2.1915273666381836 (2.193230298422346) | > grad_norm_0: tensor(26.1492, device='cuda:0') (tensor(21.6716, device='cuda:0')) | > loss_gen: 2.8286290168762207 (2.7795248369042884) | > loss_kl: 1.4853453636169434 (1.7160076171548229) | > loss_feat: 8.58230209350586 (8.319601687639112) | > loss_mel: 12.755783081054688 (12.933323359356246) | > loss_duration: 1.6885100603103638 (1.6652532938028406) | > amp_scaler: 256.0 (327.9851024208564) | > loss_1: 27.3405704498291 (27.413710752235) | > grad_norm_1: tensor(423.7480, device='cuda:0') (tensor(362.8504, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8477 (0.853107258816227) | > loader_time: 0.0094 (0.010205568548021366)  --> TIME: 2025-05-11 21:31:38 -- STEP: 587/725 -- GLOBAL_STEP: 374150 | > loss_disc: 2.204007625579834 (2.192913755038325) | > loss_disc_real_0: 0.1421387940645218 (0.13510334496806775) | > loss_disc_real_1: 0.16948772966861725 (0.19015610461746815) | > loss_disc_real_2: 0.18351227045059204 (0.18791708286718373) | > loss_disc_real_3: 0.16809548437595367 (0.20419118887216514) | > loss_disc_real_4: 0.20106372237205505 (0.19442500704597973) | > loss_disc_real_5: 0.1702653020620346 (0.20725749620891715) | > loss_0: 2.204007625579834 (2.192913755038325) | > grad_norm_0: tensor(28.8979, device='cuda:0') (tensor(21.6808, device='cuda:0')) | > loss_gen: 2.533254861831665 (2.7781116162288755) | > loss_kl: 1.6489169597625732 (1.7177060745034551) | > loss_feat: 8.839632034301758 (8.320312846052174) | > loss_mel: 13.314992904663086 (12.925734541079049) | > loss_duration: 1.6674997806549072 (1.6647584105269058) | > amp_scaler: 256.0 (321.853492333901) | > loss_1: 28.004297256469727 (27.406623434167507) | > grad_norm_1: tensor(577.7167, device='cuda:0') (tensor(367.1050, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8627 (0.853243703127313) | > loader_time: 0.0101 (0.010201751881198127)  --> TIME: 2025-05-11 21:32:22 -- STEP: 637/725 -- GLOBAL_STEP: 374200 | > loss_disc: 2.2106361389160156 (2.193066622997566) | > loss_disc_real_0: 0.09927646815776825 (0.13493227334093627) | > loss_disc_real_1: 0.21323443949222565 (0.19014959898155948) | > loss_disc_real_2: 0.18813273310661316 (0.1879689372736769) | > loss_disc_real_3: 0.20231181383132935 (0.20423934317458564) | > loss_disc_real_4: 0.21111296117305756 (0.1942826950428436) | > loss_disc_real_5: 0.17838363349437714 (0.20747335278538745) | > loss_0: 2.2106361389160156 (2.193066622997566) | > grad_norm_0: tensor(15.2715, device='cuda:0') (tensor(21.6035, device='cuda:0')) | > loss_gen: 2.843508243560791 (2.7780298258483533) | > loss_kl: 1.8402669429779053 (1.71824305117411) | > loss_feat: 7.3855814933776855 (8.31692237419835) | > loss_mel: 12.249058723449707 (12.924637797488892) | > loss_duration: 1.6287367343902588 (1.6646806074648488) | > amp_scaler: 256.0 (316.684458398744) | > loss_1: 25.94715118408203 (27.402513623799045) | > grad_norm_1: tensor(406.6241, device='cuda:0') (tensor(365.7270, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8495 (0.8533511914113998) | > loader_time: 0.0094 (0.010192248286033153)  --> TIME: 2025-05-11 21:33:05 -- STEP: 687/725 -- GLOBAL_STEP: 374250 | > loss_disc: 2.2555737495422363 (2.193096664621668) | > loss_disc_real_0: 0.13880468904972076 (0.13516506258794136) | > loss_disc_real_1: 0.21932527422904968 (0.19010049297733259) | > loss_disc_real_2: 0.18893761932849884 (0.18795180266514278) | > loss_disc_real_3: 0.23485596477985382 (0.20438673081529896) | > loss_disc_real_4: 0.19047096371650696 (0.19425026547527027) | > loss_disc_real_5: 0.21335147321224213 (0.20756574007621498) | > loss_0: 2.2555737495422363 (2.193096664621668) | > grad_norm_0: tensor(12.2643, device='cuda:0') (tensor(21.7839, device='cuda:0')) | > loss_gen: 2.70693302154541 (2.7785454264894853) | > loss_kl: 1.662050724029541 (1.7184239053309744) | > loss_feat: 8.431596755981445 (8.321339497573158) | > loss_mel: 12.783665657043457 (12.916800060299975) | > loss_duration: 1.6719728708267212 (1.6644947049919694) | > amp_scaler: 256.0 (312.26783114992725) | > loss_1: 27.256216049194336 (27.399603567442703) | > grad_norm_1: tensor(600.2491, device='cuda:0') (tensor(366.9589, device='cuda:0')) | > current_lr_0: 0.00018901262939137375 | > current_lr_1: 0.00018901262939137375 | > step_time: 0.8641 (0.8532611324276983) | > loader_time: 0.0117 (0.010186060720829629)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.252239465713501 (2.252239465713501) | > loss_disc_real_0: 0.13030192255973816 (0.13030192255973816) | > loss_disc_real_1: 0.1894078105688095 (0.1894078105688095) | > loss_disc_real_2: 0.17379379272460938 (0.17379379272460938) | > loss_disc_real_3: 0.25617948174476624 (0.25617948174476624) | > loss_disc_real_4: 0.22786207497119904 (0.22786207497119904) | > loss_disc_real_5: 0.21041284501552582 (0.21041284501552582) | > loss_0: 2.252239465713501 (2.252239465713501) | > loss_gen: 2.6408791542053223 (2.6408791542053223) | > loss_kl: 2.083143711090088 (2.083143711090088) | > loss_feat: 9.039664268493652 (9.039664268493652) | > loss_mel: 13.74476146697998 (13.74476146697998) | > loss_duration: 1.7370961904525757 (1.7370961904525757) | > loss_1: 29.24554443359375 (29.24554443359375)  --> STEP: 1 | > loss_disc: 2.204895496368408 (2.204895496368408) | > loss_disc_real_0: 0.11978084594011307 (0.11978084594011307) | > loss_disc_real_1: 0.17807503044605255 (0.17807503044605255) | > loss_disc_real_2: 0.1883411854505539 (0.1883411854505539) | > loss_disc_real_3: 0.28315868973731995 (0.28315868973731995) | > loss_disc_real_4: 0.2343168556690216 (0.2343168556690216) | > loss_disc_real_5: 0.23838168382644653 (0.23838168382644653) | > loss_0: 2.204895496368408 (2.204895496368408) | > loss_gen: 2.902569532394409 (2.902569532394409) | > loss_kl: 2.2377278804779053 (2.2377278804779053) | > loss_feat: 9.088109970092773 (9.088109970092773) | > loss_mel: 15.016800880432129 (15.016800880432129) | > loss_duration: 1.8317676782608032 (1.8317676782608032) | > loss_1: 31.076976776123047 (31.076976776123047)  --> STEP: 2 | > loss_disc: 2.254042387008667 (2.2294689416885376) | > loss_disc_real_0: 0.13546115159988403 (0.12762099876999855) | > loss_disc_real_1: 0.16897404193878174 (0.17352453619241714) | > loss_disc_real_2: 0.18874287605285645 (0.18854203075170517) | > loss_disc_real_3: 0.2619021534919739 (0.2725304216146469) | > loss_disc_real_4: 0.22826531529426575 (0.23129108548164368) | > loss_disc_real_5: 0.2417270988225937 (0.2400543913245201) | > loss_0: 2.254042387008667 (2.2294689416885376) | > loss_gen: 2.653170347213745 (2.777869939804077) | > loss_kl: 2.05631422996521 (2.1470210552215576) | > loss_feat: 8.29713249206543 (8.692621231079102) | > loss_mel: 13.487919807434082 (14.252360343933105) | > loss_duration: 1.868640422821045 (1.850204050540924) | > loss_1: 28.363176345825195 (29.72007656097412)  --> STEP: 3 | > loss_disc: 2.1720163822174072 (2.210318088531494) | > loss_disc_real_0: 0.11310599744319916 (0.12278266499439876) | > loss_disc_real_1: 0.18291175365447998 (0.17665360867977142) | > loss_disc_real_2: 0.17922057211399078 (0.18543487787246704) | > loss_disc_real_3: 0.2593832015991211 (0.268148014942805) | > loss_disc_real_4: 0.2249840497970581 (0.2291887402534485) | > loss_disc_real_5: 0.20988009870052338 (0.22999629378318787) | > loss_0: 2.1720163822174072 (2.210318088531494) | > loss_gen: 2.745898485183716 (2.7672127882639566) | > loss_kl: 2.072913885116577 (2.122318665186564) | > loss_feat: 8.734923362731934 (8.706721941630045) | > loss_mel: 14.382545471191406 (14.295755386352539) | > loss_duration: 1.8358442783355713 (1.8454174598058064) | > loss_1: 29.772127151489258 (29.7374267578125)  --> STEP: 4 | > loss_disc: 2.211203098297119 (2.2105393409729004) | > loss_disc_real_0: 0.11164646595716476 (0.11999861523509026) | > loss_disc_real_1: 0.18506121635437012 (0.1787555105984211) | > loss_disc_real_2: 0.16066309809684753 (0.17924193292856216) | > loss_disc_real_3: 0.27353543043136597 (0.2694948688149452) | > loss_disc_real_4: 0.2414313405752182 (0.23224939033389091) | > loss_disc_real_5: 0.23323719203472137 (0.23080651834607124) | > loss_0: 2.211203098297119 (2.2105393409729004) | > loss_gen: 2.8125205039978027 (2.778539717197418) | > loss_kl: 1.9568800926208496 (2.0809590220451355) | > loss_feat: 10.021554946899414 (9.035430192947388) | > loss_mel: 15.561639785766602 (14.612226486206055) | > loss_duration: 1.7791008949279785 (1.8288383185863495) | > loss_1: 32.13169860839844 (30.335994720458984) --> EVAL PERFORMANCE | > avg_loader_time: 0.345386266708374 (+0.017514824867248535) | > avg_loss_disc: 2.2105393409729004 (-0.21286910772323608) | > avg_loss_disc_real_0: 0.11999861523509026 (-0.025631774216890335) | > avg_loss_disc_real_1: 0.1787555105984211 (-0.04821697250008583) | > avg_loss_disc_real_2: 0.17924193292856216 (-0.06830397248268127) | > avg_loss_disc_real_3: 0.2694948688149452 (+0.06076788902282715) | > avg_loss_disc_real_4: 0.23224939033389091 (-0.007704541087150574) | > avg_loss_disc_real_5: 0.23080651834607124 (+0.020133618265390396) | > avg_loss_0: 2.2105393409729004 (-0.21286910772323608) | > avg_loss_gen: 2.778539717197418 (+0.3840249180793762) | > avg_loss_kl: 2.0809590220451355 (-0.03821533918380737) | > avg_loss_feat: 9.035430192947388 (+2.14751136302948) | > avg_loss_mel: 14.612226486206055 (+2.432187080383301) | > avg_loss_duration: 1.8288383185863495 (-0.0159396231174469) | > avg_loss_1: 30.335994720458984 (+4.90956974029541)  > EPOCH: 453/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 21:33:45)   --> TIME: 2025-05-11 21:33:57 -- STEP: 12/725 -- GLOBAL_STEP: 374300 | > loss_disc: 2.3331313133239746 (2.23034938176473) | > loss_disc_real_0: 0.17901402711868286 (0.14110981300473213) | > loss_disc_real_1: 0.18175750970840454 (0.1969878375530243) | > loss_disc_real_2: 0.21567438542842865 (0.1895537575085958) | > loss_disc_real_3: 0.22797487676143646 (0.20051516965031624) | > loss_disc_real_4: 0.2026827484369278 (0.19758136570453644) | > loss_disc_real_5: 0.22470514476299286 (0.20745455846190453) | > loss_0: 2.3331313133239746 (2.23034938176473) | > grad_norm_0: tensor(25.1084, device='cuda:0') (tensor(26.3548, device='cuda:0')) | > loss_gen: 2.6101057529449463 (2.7795843879381814) | > loss_kl: 1.686427354812622 (1.6917599439620972) | > loss_feat: 7.54317569732666 (8.36579660574595) | > loss_mel: 12.024031639099121 (13.30526884396871) | > loss_duration: 1.6878211498260498 (1.6687320172786713) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.55156135559082 (27.811141649882) | > grad_norm_1: tensor(283.1603, device='cuda:0') (tensor(366.7839, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8506 (0.8493097424507141) | > loader_time: 0.0091 (0.009899298350016275)  --> TIME: 2025-05-11 21:34:41 -- STEP: 62/725 -- GLOBAL_STEP: 374350 | > loss_disc: 2.3374547958374023 (2.2215861351259303) | > loss_disc_real_0: 0.11688230186700821 (0.13883889911155536) | > loss_disc_real_1: 0.20880791544914246 (0.1940423740494636) | > loss_disc_real_2: 0.19656319916248322 (0.19080093791407923) | > loss_disc_real_3: 0.23071718215942383 (0.20520573638139233) | > loss_disc_real_4: 0.18003107607364655 (0.1963072592212308) | > loss_disc_real_5: 0.21183745563030243 (0.20794506587328448) | > loss_0: 2.3374547958374023 (2.2215861351259303) | > grad_norm_0: tensor(9.0738, device='cuda:0') (tensor(19.8734, device='cuda:0')) | > loss_gen: 2.5737392902374268 (2.7258853373988985) | > loss_kl: 1.5828752517700195 (1.723413046329252) | > loss_feat: 7.236060619354248 (8.045325163872013) | > loss_mel: 11.40753173828125 (12.688815086118636) | > loss_duration: 1.7089035511016846 (1.6608782372167032) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.509111404418945 (26.844316636362382) | > grad_norm_1: tensor(218.2847, device='cuda:0') (tensor(347.3327, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8469 (0.8637329955254832) | > loader_time: 0.0096 (0.009976121687120006)  --> TIME: 2025-05-11 21:35:25 -- STEP: 112/725 -- GLOBAL_STEP: 374400 | > loss_disc: 2.293430805206299 (2.2180636503866746) | > loss_disc_real_0: 0.2366846650838852 (0.13887394997956504) | > loss_disc_real_1: 0.21450887620449066 (0.1933127282453435) | > loss_disc_real_2: 0.20437750220298767 (0.19108156567173348) | > loss_disc_real_3: 0.1989680677652359 (0.20470733248761722) | > loss_disc_real_4: 0.2032000571489334 (0.1959743518382311) | > loss_disc_real_5: 0.18778331577777863 (0.20772458040820702) | > loss_0: 2.293430805206299 (2.2180636503866746) | > grad_norm_0: tensor(26.1995, device='cuda:0') (tensor(20.9788, device='cuda:0')) | > loss_gen: 2.790963649749756 (2.752287372946739) | > loss_kl: 1.6330667734146118 (1.7206892211522375) | > loss_feat: 7.639351844787598 (8.149936033146721) | > loss_mel: 11.509657859802246 (12.823109422411237) | > loss_duration: 1.6595797538757324 (1.6656130435211318) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.232622146606445 (27.111635020801) | > grad_norm_1: tensor(275.0406, device='cuda:0') (tensor(362.8028, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8428 (0.8652213790587017) | > loader_time: 0.0118 (0.010139388697487968)  --> TIME: 2025-05-11 21:36:09 -- STEP: 162/725 -- GLOBAL_STEP: 374450 | > loss_disc: 2.316466808319092 (2.211381692945222) | > loss_disc_real_0: 0.13353033363819122 (0.1379596101649014) | > loss_disc_real_1: 0.20298722386360168 (0.19245779403933774) | > loss_disc_real_2: 0.20542792975902557 (0.19023519276100911) | > loss_disc_real_3: 0.21563410758972168 (0.2045179187883565) | > loss_disc_real_4: 0.1819051206111908 (0.19546473385007293) | > loss_disc_real_5: 0.20608565211296082 (0.20699029976938976) | > loss_0: 2.316466808319092 (2.211381692945222) | > grad_norm_0: tensor(15.6379, device='cuda:0') (tensor(21.5626, device='cuda:0')) | > loss_gen: 2.5003890991210938 (2.7561841585018025) | > loss_kl: 1.7112945318222046 (1.7151985028643666) | > loss_feat: 7.255687236785889 (8.207902796474503) | > loss_mel: 11.690611839294434 (12.878592455828631) | > loss_duration: 1.6167387962341309 (1.666137632764416) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.774721145629883 (27.22401548314977) | > grad_norm_1: tensor(322.5573, device='cuda:0') (tensor(356.3013, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8479 (0.8638069379476851) | > loader_time: 0.0109 (0.010142997459129052)  --> TIME: 2025-05-11 21:36:53 -- STEP: 212/725 -- GLOBAL_STEP: 374500 | > loss_disc: 2.0539965629577637 (2.213361457833705) | > loss_disc_real_0: 0.14779125154018402 (0.13808809280536086) | > loss_disc_real_1: 0.18776965141296387 (0.1925811087185482) | > loss_disc_real_2: 0.19094662368297577 (0.19006746705129463) | > loss_disc_real_3: 0.21307173371315002 (0.2050016399402663) | > loss_disc_real_4: 0.2135522961616516 (0.1955224686073807) | > loss_disc_real_5: 0.19418653845787048 (0.20802094028243479) | > loss_0: 2.0539965629577637 (2.213361457833705) | > grad_norm_0: tensor(20.6989, device='cuda:0') (tensor(20.3408, device='cuda:0')) | > loss_gen: 2.9399852752685547 (2.748041384624985) | > loss_kl: 1.561061978340149 (1.71947025577977) | > loss_feat: 9.797039031982422 (8.178721754056104) | > loss_mel: 14.246513366699219 (12.834832290433488) | > loss_duration: 1.683642864227295 (1.6661875714670937) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.228242874145508 (27.14725321643757) | > grad_norm_1: tensor(439.8483, device='cuda:0') (tensor(337.3620, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8474 (0.8653488743979975) | > loader_time: 0.0103 (0.010222018889661105)  --> TIME: 2025-05-11 21:37:37 -- STEP: 262/725 -- GLOBAL_STEP: 374550 | > loss_disc: 2.268901824951172 (2.2098556693273657) | > loss_disc_real_0: 0.15455347299575806 (0.13729698944637794) | > loss_disc_real_1: 0.23284980654716492 (0.19197707446931883) | > loss_disc_real_2: 0.1873490959405899 (0.18994689596290806) | > loss_disc_real_3: 0.22578102350234985 (0.20509361595142886) | > loss_disc_real_4: 0.18197891116142273 (0.1953201132421275) | > loss_disc_real_5: 0.22561724483966827 (0.2076724298468983) | > loss_0: 2.268901824951172 (2.2098556693273657) | > grad_norm_0: tensor(28.4570, device='cuda:0') (tensor(20.0025, device='cuda:0')) | > loss_gen: 2.5990209579467773 (2.7508460938475516) | > loss_kl: 1.7117290496826172 (1.7231275289113286) | > loss_feat: 7.047423362731934 (8.196528403813605) | > loss_mel: 11.461607933044434 (12.867460411013537) | > loss_duration: 1.6731700897216797 (1.666631751388084) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.492952346801758 (27.204594219003923) | > grad_norm_1: tensor(224.5376, device='cuda:0') (tensor(331.5351, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8959 (0.863843519269055) | > loader_time: 0.0098 (0.010169240354581643)  --> TIME: 2025-05-11 21:38:21 -- STEP: 312/725 -- GLOBAL_STEP: 374600 | > loss_disc: 2.230360507965088 (2.2077287332369733) | > loss_disc_real_0: 0.12246786803007126 (0.13741554403438785) | > loss_disc_real_1: 0.22014471888542175 (0.1916079634370712) | > loss_disc_real_2: 0.18446533381938934 (0.18996686942111227) | > loss_disc_real_3: 0.20826701819896698 (0.20459876424418047) | > loss_disc_real_4: 0.18434299528598785 (0.19515269521910417) | > loss_disc_real_5: 0.18233340978622437 (0.20749818132473863) | > loss_0: 2.230360507965088 (2.2077287332369733) | > grad_norm_0: tensor(14.7727, device='cuda:0') (tensor(19.6902, device='cuda:0')) | > loss_gen: 2.6674184799194336 (2.754191970978027) | > loss_kl: 1.6813383102416992 (1.7167511803981585) | > loss_feat: 7.970119476318359 (8.220041828277783) | > loss_mel: 12.696035385131836 (12.86892969486041) | > loss_duration: 1.6643567085266113 (1.6656709622878294) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.67926788330078 (27.225585686854828) | > grad_norm_1: tensor(290.7410, device='cuda:0') (tensor(330.5132, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8426 (0.8636334446760321) | > loader_time: 0.011 (0.010166945365759043)  --> TIME: 2025-05-11 21:39:05 -- STEP: 362/725 -- GLOBAL_STEP: 374650 | > loss_disc: 2.0328316688537598 (2.20374536020321) | > loss_disc_real_0: 0.1203555092215538 (0.1376403444009262) | > loss_disc_real_1: 0.17567488551139832 (0.19110686085006806) | > loss_disc_real_2: 0.20158185064792633 (0.18939951103365887) | > loss_disc_real_3: 0.18075954914093018 (0.20448535907169732) | > loss_disc_real_4: 0.17970265448093414 (0.1950933500218787) | > loss_disc_real_5: 0.18927815556526184 (0.20683105981481661) | > loss_0: 2.0328316688537598 (2.20374536020321) | > grad_norm_0: tensor(26.0630, device='cuda:0') (tensor(20.0668, device='cuda:0')) | > loss_gen: 2.845475435256958 (2.7594199114741538) | > loss_kl: 1.7989646196365356 (1.7177982254581556) | > loss_feat: 9.311103820800781 (8.239726330035298) | > loss_mel: 14.385695457458496 (12.880159217349735) | > loss_duration: 1.6099340915679932 (1.664619348325782) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.951173782348633 (27.26172305997564) | > grad_norm_1: tensor(470.4160, device='cuda:0') (tensor(336.3505, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8662 (0.8650773651692087) | > loader_time: 0.0098 (0.01016586590867016)  --> TIME: 2025-05-11 21:39:49 -- STEP: 412/725 -- GLOBAL_STEP: 374700 | > loss_disc: 2.1283915042877197 (2.1997854915058714) | > loss_disc_real_0: 0.12672241032123566 (0.13671843477895532) | > loss_disc_real_1: 0.18219849467277527 (0.19100146310277352) | > loss_disc_real_2: 0.21636071801185608 (0.18918484217912251) | > loss_disc_real_3: 0.20493671298027039 (0.20422561199051661) | > loss_disc_real_4: 0.18802706897258759 (0.1947739930479851) | > loss_disc_real_5: 0.17124103009700775 (0.20673542082743732) | > loss_0: 2.1283915042877197 (2.1997854915058714) | > grad_norm_0: tensor(8.7147, device='cuda:0') (tensor(19.7541, device='cuda:0')) | > loss_gen: 2.6993584632873535 (2.765186624619568) | > loss_kl: 1.7067923545837402 (1.7181307580864544) | > loss_feat: 8.250060081481934 (8.265499150868767) | > loss_mel: 12.994214057922363 (12.90931535461574) | > loss_duration: 1.6777803897857666 (1.6652768734589363) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.328203201293945 (27.323408779588718) | > grad_norm_1: tensor(220.8326, device='cuda:0') (tensor(333.1605, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8599 (0.8650572143712087) | > loader_time: 0.0102 (0.010177265671850406)  --> TIME: 2025-05-11 21:40:33 -- STEP: 462/725 -- GLOBAL_STEP: 374750 | > loss_disc: 2.102756977081299 (2.197552161299303) | > loss_disc_real_0: 0.10107297450304031 (0.13622616418512343) | > loss_disc_real_1: 0.1811465620994568 (0.19097357262651637) | > loss_disc_real_2: 0.18797898292541504 (0.1889633376360972) | > loss_disc_real_3: 0.18169966340065002 (0.2039673537080422) | > loss_disc_real_4: 0.18827833235263824 (0.19451539621595698) | > loss_disc_real_5: 0.21836961805820465 (0.20684952840402523) | > loss_0: 2.102756977081299 (2.197552161299303) | > grad_norm_0: tensor(29.5084, device='cuda:0') (tensor(20.0046, device='cuda:0')) | > loss_gen: 2.939368963241577 (2.768702746985795) | > loss_kl: 1.8048721551895142 (1.720667487357086) | > loss_feat: 10.310477256774902 (8.284459633228591) | > loss_mel: 15.197507858276367 (12.925878673404844) | > loss_duration: 1.6833240985870361 (1.6653623155185155) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.9355525970459 (27.36507087146049) | > grad_norm_1: tensor(609.9688, device='cuda:0') (tensor(336.1763, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8102 (0.864358000425033) | > loader_time: 0.0107 (0.010152743492291602)  --> TIME: 2025-05-11 21:41:17 -- STEP: 512/725 -- GLOBAL_STEP: 374800 | > loss_disc: 2.3926753997802734 (2.19913148274645) | > loss_disc_real_0: 0.17370562255382538 (0.13649680302478362) | > loss_disc_real_1: 0.19876180589199066 (0.19092183426255357) | > loss_disc_real_2: 0.20417974889278412 (0.18911774508887905) | > loss_disc_real_3: 0.2185923159122467 (0.20422637986484915) | > loss_disc_real_4: 0.19388650357723236 (0.19467645665281455) | > loss_disc_real_5: 0.21491439640522003 (0.20684039834304707) | > loss_0: 2.3926753997802734 (2.19913148274645) | > grad_norm_0: tensor(5.3897, device='cuda:0') (tensor(19.6058, device='cuda:0')) | > loss_gen: 2.484527826309204 (2.764488315675408) | > loss_kl: 1.6644071340560913 (1.7220019896049052) | > loss_feat: 6.2262749671936035 (8.260687450878322) | > loss_mel: 9.383883476257324 (12.901712089776995) | > loss_duration: 1.6233127117156982 (1.6663227451499552) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.38240623474121 (27.315212592482567) | > grad_norm_1: tensor(172.0634, device='cuda:0') (tensor(328.4370, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8558 (0.8643116545863447) | > loader_time: 0.0098 (0.010176185518503187)  --> TIME: 2025-05-11 21:42:00 -- STEP: 562/725 -- GLOBAL_STEP: 374850 | > loss_disc: 2.092198371887207 (2.198625182766081) | > loss_disc_real_0: 0.13571694493293762 (0.13622553466265727) | > loss_disc_real_1: 0.18447186052799225 (0.19088289051505594) | > loss_disc_real_2: 0.1658734828233719 (0.18902663642613488) | > loss_disc_real_3: 0.20919325947761536 (0.2043853132219924) | > loss_disc_real_4: 0.14436739683151245 (0.19453144211361842) | > loss_disc_real_5: 0.19018802046775818 (0.2067754098688155) | > loss_0: 2.092198371887207 (2.198625182766081) | > grad_norm_0: tensor(25.3865, device='cuda:0') (tensor(19.4479, device='cuda:0')) | > loss_gen: 2.903390645980835 (2.763887931867851) | > loss_kl: 1.579522967338562 (1.7213506904361087) | > loss_feat: 9.622625350952148 (8.259883115300081) | > loss_mel: 13.508319854736328 (12.895216174821412) | > loss_duration: 1.6482986211776733 (1.6660906320364872) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.262157440185547 (27.306428546158866) | > grad_norm_1: tensor(436.5825, device='cuda:0') (tensor(326.8767, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.9017 (0.8636695341707545) | > loader_time: 0.0104 (0.01019665482205428)  --> TIME: 2025-05-11 21:42:44 -- STEP: 612/725 -- GLOBAL_STEP: 374900 | > loss_disc: 2.2630105018615723 (2.197889616092044) | > loss_disc_real_0: 0.10624738782644272 (0.13611691533983528) | > loss_disc_real_1: 0.17952865362167358 (0.19082643554296355) | > loss_disc_real_2: 0.18977244198322296 (0.18887731471872016) | > loss_disc_real_3: 0.20293208956718445 (0.2044655191742516) | > loss_disc_real_4: 0.21783021092414856 (0.19462679100095057) | > loss_disc_real_5: 0.21169351041316986 (0.20659354153801396) | > loss_0: 2.2630105018615723 (2.197889616092044) | > grad_norm_0: tensor(15.1417, device='cuda:0') (tensor(19.3417, device='cuda:0')) | > loss_gen: 2.690774440765381 (2.764647918978548) | > loss_kl: 1.649123191833496 (1.7198123622174357) | > loss_feat: 8.146890640258789 (8.26647056006139) | > loss_mel: 13.053537368774414 (12.897277476740824) | > loss_duration: 1.5860233306884766 (1.6657342690657946) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.12635040283203 (27.313942594465868) | > grad_norm_1: tensor(308.4532, device='cuda:0') (tensor(328.1836, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8293 (0.8638806350870066) | > loader_time: 0.009 (0.010208141180424901)  --> TIME: 2025-05-11 21:43:28 -- STEP: 662/725 -- GLOBAL_STEP: 374950 | > loss_disc: 2.113891124725342 (2.1970559695336016) | > loss_disc_real_0: 0.09384478628635406 (0.13604306969847912) | > loss_disc_real_1: 0.17457091808319092 (0.19077426159129754) | > loss_disc_real_2: 0.1654675453901291 (0.1888394690262226) | > loss_disc_real_3: 0.1681036502122879 (0.2044217303800438) | > loss_disc_real_4: 0.20938648283481598 (0.1946347380827922) | > loss_disc_real_5: 0.21974515914916992 (0.20671525617830686) | > loss_0: 2.113891124725342 (2.1970559695336016) | > grad_norm_0: tensor(15.4801, device='cuda:0') (tensor(19.2466, device='cuda:0')) | > loss_gen: 2.75278902053833 (2.7662691039981437) | > loss_kl: 1.8659288883209229 (1.720049532878795) | > loss_feat: 8.80701732635498 (8.269020504821823) | > loss_mel: 14.52217960357666 (12.8914689758393) | > loss_duration: 1.7007911205291748 (1.6662459652589527) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.648704528808594 (27.313054107827362) | > grad_norm_1: tensor(422.1654, device='cuda:0') (tensor(327.3998, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.879 (0.8634000220687724) | > loader_time: 0.01 (0.010234047278896912)  --> TIME: 2025-05-11 21:44:12 -- STEP: 712/725 -- GLOBAL_STEP: 375000 | > loss_disc: 2.2458672523498535 (2.1992925382062283) | > loss_disc_real_0: 0.13236400485038757 (0.13596225089362146) | > loss_disc_real_1: 0.21096184849739075 (0.19099188120931043) | > loss_disc_real_2: 0.22637031972408295 (0.18923283460434895) | > loss_disc_real_3: 0.16951914131641388 (0.20470189734288807) | > loss_disc_real_4: 0.2032589614391327 (0.19483546523398235) | > loss_disc_real_5: 0.19342108070850372 (0.20664424120626407) | > loss_0: 2.2458672523498535 (2.1992925382062283) | > grad_norm_0: tensor(13.5850, device='cuda:0') (tensor(19.1585, device='cuda:0')) | > loss_gen: 2.6338751316070557 (2.765703365374148) | > loss_kl: 1.846553921699524 (1.7184775240635604) | > loss_feat: 7.7748212814331055 (8.267112946912146) | > loss_mel: 12.754162788391113 (12.890950977132563) | > loss_duration: 1.6636810302734375 (1.6659398042084126) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.673093795776367 (27.308184647828007) | > grad_norm_1: tensor(109.5984, device='cuda:0') (tensor(326.1858, device='cuda:0')) | > current_lr_0: 0.0001889890028126998 | > current_lr_1: 0.0001889890028126998 | > step_time: 0.8227 (0.8639005871301283) | > loader_time: 0.0098 (0.01023519173097074) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_375000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3095850944519043 (2.3095850944519043) | > loss_disc_real_0: 0.1833539456129074 (0.1833539456129074) | > loss_disc_real_1: 0.2097802609205246 (0.2097802609205246) | > loss_disc_real_2: 0.1895930916070938 (0.1895930916070938) | > loss_disc_real_3: 0.25009721517562866 (0.25009721517562866) | > loss_disc_real_4: 0.2485939860343933 (0.2485939860343933) | > loss_disc_real_5: 0.24419689178466797 (0.24419689178466797) | > loss_0: 2.3095850944519043 (2.3095850944519043) | > loss_gen: 2.7117462158203125 (2.7117462158203125) | > loss_kl: 2.0893657207489014 (2.0893657207489014) | > loss_feat: 7.410989761352539 (7.410989761352539) | > loss_mel: 12.839158058166504 (12.839158058166504) | > loss_duration: 1.7271065711975098 (1.7271065711975098) | > loss_1: 26.778366088867188 (26.778366088867188)  --> STEP: 1 | > loss_disc: 2.263449192047119 (2.263449192047119) | > loss_disc_real_0: 0.17976844310760498 (0.17976844310760498) | > loss_disc_real_1: 0.19201898574829102 (0.19201898574829102) | > loss_disc_real_2: 0.18384934961795807 (0.18384934961795807) | > loss_disc_real_3: 0.24808810651302338 (0.24808810651302338) | > loss_disc_real_4: 0.24336427450180054 (0.24336427450180054) | > loss_disc_real_5: 0.20744726061820984 (0.20744726061820984) | > loss_0: 2.263449192047119 (2.263449192047119) | > loss_gen: 2.7424232959747314 (2.7424232959747314) | > loss_kl: 2.2258193492889404 (2.2258193492889404) | > loss_feat: 7.925727844238281 (7.925727844238281) | > loss_mel: 13.676393508911133 (13.676393508911133) | > loss_duration: 1.8669066429138184 (1.8669066429138184) | > loss_1: 28.437273025512695 (28.437273025512695)  --> STEP: 2 | > loss_disc: 2.2171058654785156 (2.2402775287628174) | > loss_disc_real_0: 0.16731160879135132 (0.17354002594947815) | > loss_disc_real_1: 0.18511351943016052 (0.18856625258922577) | > loss_disc_real_2: 0.17820067703723907 (0.18102501332759857) | > loss_disc_real_3: 0.2300756573677063 (0.23908188194036484) | > loss_disc_real_4: 0.22162087261676788 (0.2324925735592842) | > loss_disc_real_5: 0.20664039254188538 (0.2070438265800476) | > loss_0: 2.2171058654785156 (2.2402775287628174) | > loss_gen: 2.6813743114471436 (2.7118988037109375) | > loss_kl: 2.0229909420013428 (2.1244051456451416) | > loss_feat: 8.02149772644043 (7.9736127853393555) | > loss_mel: 13.296480178833008 (13.48643684387207) | > loss_duration: 1.8651119470596313 (1.8660092949867249) | > loss_1: 27.887454986572266 (28.16236400604248)  --> STEP: 3 | > loss_disc: 2.2374744415283203 (2.2393431663513184) | > loss_disc_real_0: 0.16023732721805573 (0.169105793039004) | > loss_disc_real_1: 0.19222213327884674 (0.18978487948576608) | > loss_disc_real_2: 0.17800839245319366 (0.18001947303613028) | > loss_disc_real_3: 0.245656356215477 (0.24127337336540222) | > loss_disc_real_4: 0.2368183135986328 (0.23393448690573374) | > loss_disc_real_5: 0.19406066834926605 (0.20271610716978708) | > loss_0: 2.2374744415283203 (2.2393431663513184) | > loss_gen: 2.6937763690948486 (2.705857992172241) | > loss_kl: 1.9401514530181885 (2.0629872481028237) | > loss_feat: 8.213787078857422 (8.053670883178711) | > loss_mel: 13.465417861938477 (13.479430516560873) | > loss_duration: 1.8334801197052002 (1.85516623655955) | > loss_1: 28.14661407470703 (28.157114028930664)  --> STEP: 4 | > loss_disc: 2.3391692638397217 (2.264299690723419) | > loss_disc_real_0: 0.20649556815624237 (0.1784532368183136) | > loss_disc_real_1: 0.19797369837760925 (0.19183208420872688) | > loss_disc_real_2: 0.21417303383350372 (0.18855786323547363) | > loss_disc_real_3: 0.25312381982803345 (0.24423598498106003) | > loss_disc_real_4: 0.23508697748184204 (0.23422260954976082) | > loss_disc_real_5: 0.2252134531736374 (0.20834044367074966) | > loss_0: 2.3391692638397217 (2.264299690723419) | > loss_gen: 2.7353925704956055 (2.7132416367530823) | > loss_kl: 1.8732125759124756 (2.015543580055237) | > loss_feat: 7.29002046585083 (7.862758278846741) | > loss_mel: 12.941760063171387 (13.345012903213501) | > loss_duration: 1.7694354057312012 (1.8337335288524628) | > loss_1: 26.609821319580078 (27.770290851593018) --> EVAL PERFORMANCE | > avg_loader_time: 0.32802754640579224 (-0.017358720302581787) | > avg_loss_disc: 2.264299690723419 (+0.0537603497505188) | > avg_loss_disc_real_0: 0.1784532368183136 (+0.05845462158322334) | > avg_loss_disc_real_1: 0.19183208420872688 (+0.013076573610305786) | > avg_loss_disc_real_2: 0.18855786323547363 (+0.009315930306911469) | > avg_loss_disc_real_3: 0.24423598498106003 (-0.025258883833885193) | > avg_loss_disc_real_4: 0.23422260954976082 (+0.0019732192158699036) | > avg_loss_disc_real_5: 0.20834044367074966 (-0.02246607467532158) | > avg_loss_0: 2.264299690723419 (+0.0537603497505188) | > avg_loss_gen: 2.7132416367530823 (-0.06529808044433594) | > avg_loss_kl: 2.015543580055237 (-0.06541544198989868) | > avg_loss_feat: 7.862758278846741 (-1.172671914100647) | > avg_loss_mel: 13.345012903213501 (-1.2672135829925537) | > avg_loss_duration: 1.8337335288524628 (+0.004895210266113281) | > avg_loss_1: 27.770290851593018 (-2.565703868865967)  > EPOCH: 454/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 21:44:32)   --> TIME: 2025-05-11 21:45:07 -- STEP: 37/725 -- GLOBAL_STEP: 375050 | > loss_disc: 2.136115550994873 (2.1982422616030726) | > loss_disc_real_0: 0.12958110868930817 (0.13693460358961207) | > loss_disc_real_1: 0.1817840188741684 (0.1901597167189057) | > loss_disc_real_2: 0.1647246778011322 (0.18650278489331945) | > loss_disc_real_3: 0.21541889011859894 (0.20407769607531057) | > loss_disc_real_4: 0.1794111132621765 (0.19335158088722745) | > loss_disc_real_5: 0.2005133181810379 (0.208198998828192) | > loss_0: 2.136115550994873 (2.1982422616030726) | > grad_norm_0: tensor(27.0617, device='cuda:0') (tensor(22.3069, device='cuda:0')) | > loss_gen: 2.9715139865875244 (2.7623178958892822) | > loss_kl: 1.579079270362854 (1.6983549401566789) | > loss_feat: 8.67099666595459 (8.15549188046842) | > loss_mel: 13.130579948425293 (12.906541489266061) | > loss_duration: 1.6553122997283936 (1.6617016212360278) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.007482528686523 (27.184407775466507) | > grad_norm_1: tensor(173.6973, device='cuda:0') (tensor(347.4698, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8655 (0.8608850466238486) | > loader_time: 0.0102 (0.010213104454246728)  --> TIME: 2025-05-11 21:45:51 -- STEP: 87/725 -- GLOBAL_STEP: 375100 | > loss_disc: 2.3246729373931885 (2.1962824676228667) | > loss_disc_real_0: 0.15270642936229706 (0.1374199984745048) | > loss_disc_real_1: 0.1922166347503662 (0.19214967578306966) | > loss_disc_real_2: 0.2043740600347519 (0.18900294567661724) | > loss_disc_real_3: 0.19906747341156006 (0.2027343708550793) | > loss_disc_real_4: 0.20620451867580414 (0.19324571185413447) | > loss_disc_real_5: 0.22926093637943268 (0.20632297023274432) | > loss_0: 2.3246729373931885 (2.1962824676228667) | > grad_norm_0: tensor(11.5695, device='cuda:0') (tensor(20.7922, device='cuda:0')) | > loss_gen: 2.608710289001465 (2.7730129559834795) | > loss_kl: 1.587607979774475 (1.706816525294863) | > loss_feat: 7.397956848144531 (8.272963803389974) | > loss_mel: 12.086162567138672 (13.05262653306983) | > loss_duration: 1.642930507659912 (1.6627547096932072) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.3233699798584 (27.4681747699606) | > grad_norm_1: tensor(172.2225, device='cuda:0') (tensor(317.0399, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8422 (0.8602799136063148) | > loader_time: 0.0104 (0.010312834005246218)  --> TIME: 2025-05-11 21:46:34 -- STEP: 137/725 -- GLOBAL_STEP: 375150 | > loss_disc: 2.098641872406006 (2.195789372833976) | > loss_disc_real_0: 0.09855291992425919 (0.13550550262205796) | > loss_disc_real_1: 0.18628783524036407 (0.19230438409930597) | > loss_disc_real_2: 0.17616842687129974 (0.18900607178246018) | > loss_disc_real_3: 0.1747661530971527 (0.2027375058536112) | > loss_disc_real_4: 0.1700447052717209 (0.19414343146512109) | > loss_disc_real_5: 0.20003719627857208 (0.20634085472917904) | > loss_0: 2.098641872406006 (2.195789372833976) | > grad_norm_0: tensor(11.9468, device='cuda:0') (tensor(19.9511, device='cuda:0')) | > loss_gen: 2.9135775566101074 (2.77470873742208) | > loss_kl: 1.6625101566314697 (1.7055977426306177) | > loss_feat: 9.265337944030762 (8.33810423064406) | > loss_mel: 12.778080940246582 (13.085372256536553) | > loss_duration: 1.620690107345581 (1.6641537786400231) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.240196228027344 (27.567936806783187) | > grad_norm_1: tensor(344.3455, device='cuda:0') (tensor(324.0811, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8291 (0.8611957905066274) | > loader_time: 0.0093 (0.01020941247035117)  --> TIME: 2025-05-11 21:47:19 -- STEP: 187/725 -- GLOBAL_STEP: 375200 | > loss_disc: 2.19099760055542 (2.1914948671259373) | > loss_disc_real_0: 0.13037951290607452 (0.1355239621856633) | > loss_disc_real_1: 0.18223758041858673 (0.19097346370232934) | > loss_disc_real_2: 0.1913709044456482 (0.18899156623345642) | > loss_disc_real_3: 0.19693319499492645 (0.2034119612233524) | > loss_disc_real_4: 0.15669406950473785 (0.19355022261805713) | > loss_disc_real_5: 0.21737706661224365 (0.20600419511450807) | > loss_0: 2.19099760055542 (2.1914948671259373) | > grad_norm_0: tensor(26.6459, device='cuda:0') (tensor(19.9312, device='cuda:0')) | > loss_gen: 2.640105962753296 (2.782136547374215) | > loss_kl: 1.744071364402771 (1.706599049389681) | > loss_feat: 8.511556625366211 (8.347091095970274) | > loss_mel: 13.611631393432617 (13.054256500407336) | > loss_duration: 1.6823172569274902 (1.6653907356415203) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.18968391418457 (27.555474011018315) | > grad_norm_1: tensor(179.5000, device='cuda:0') (tensor(326.6286, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8553 (0.8635838363259871) | > loader_time: 0.0102 (0.010188552785047236)  --> TIME: 2025-05-11 21:48:02 -- STEP: 237/725 -- GLOBAL_STEP: 375250 | > loss_disc: 2.0913310050964355 (2.192902964881707) | > loss_disc_real_0: 0.12445266544818878 (0.13545534901226627) | > loss_disc_real_1: 0.1790512651205063 (0.19081350274478334) | > loss_disc_real_2: 0.1624774932861328 (0.18874213319539015) | > loss_disc_real_3: 0.22798047959804535 (0.20363292783373016) | > loss_disc_real_4: 0.1866329312324524 (0.1941881631245593) | > loss_disc_real_5: 0.19403652846813202 (0.20641303200761982) | > loss_0: 2.0913310050964355 (2.192902964881707) | > grad_norm_0: tensor(22.8749, device='cuda:0') (tensor(19.5338, device='cuda:0')) | > loss_gen: 2.975165367126465 (2.7764268484799666) | > loss_kl: 1.9281524419784546 (1.7074373296544523) | > loss_feat: 9.09614086151123 (8.329607563179758) | > loss_mel: 13.754741668701172 (12.993279549642958) | > loss_duration: 1.6421058177947998 (1.6654716518860828) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.396305084228516 (27.472223008232277) | > grad_norm_1: tensor(218.6067, device='cuda:0') (tensor(325.2942, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8307 (0.863147297991982) | > loader_time: 0.0102 (0.010179476395940981)  --> TIME: 2025-05-11 21:48:46 -- STEP: 287/725 -- GLOBAL_STEP: 375300 | > loss_disc: 2.140374183654785 (2.1925343923037084) | > loss_disc_real_0: 0.12259018421173096 (0.13473271459133374) | > loss_disc_real_1: 0.2117711305618286 (0.19094394381037985) | > loss_disc_real_2: 0.19623029232025146 (0.1885661154673905) | > loss_disc_real_3: 0.19400928914546967 (0.2037408537254101) | > loss_disc_real_4: 0.193753182888031 (0.19395628265179832) | > loss_disc_real_5: 0.1610541194677353 (0.20696585586469762) | > loss_0: 2.140374183654785 (2.1925343923037084) | > grad_norm_0: tensor(25.8974, device='cuda:0') (tensor(19.6839, device='cuda:0')) | > loss_gen: 2.977661609649658 (2.776081173262114) | > loss_kl: 1.659735918045044 (1.7036591178448772) | > loss_feat: 8.465832710266113 (8.312191484697193) | > loss_mel: 12.398916244506836 (12.964619845878786) | > loss_duration: 1.6687500476837158 (1.6653809522502514) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.170896530151367 (27.42193266572852) | > grad_norm_1: tensor(546.7750, device='cuda:0') (tensor(331.9270, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8212 (0.8608901110260331) | > loader_time: 0.01 (0.01015337419011452)  --> TIME: 2025-05-11 21:49:29 -- STEP: 337/725 -- GLOBAL_STEP: 375350 | > loss_disc: 2.1426384449005127 (2.19120607425622) | > loss_disc_real_0: 0.1033603623509407 (0.13526534337760435) | > loss_disc_real_1: 0.18030455708503723 (0.1904627715267838) | > loss_disc_real_2: 0.1794397085905075 (0.18858335969709858) | > loss_disc_real_3: 0.2263810634613037 (0.2041281543075154) | > loss_disc_real_4: 0.2387515902519226 (0.19399565409658925) | > loss_disc_real_5: 0.17633357644081116 (0.20650298805017495) | > loss_0: 2.1426384449005127 (2.19120607425622) | > grad_norm_0: tensor(18.5762, device='cuda:0') (tensor(20.4184, device='cuda:0')) | > loss_gen: 2.801708936691284 (2.7803143273475257) | > loss_kl: 1.8375990390777588 (1.7076552731347006) | > loss_feat: 9.200995445251465 (8.323137102211973) | > loss_mel: 14.067181587219238 (12.930598029750744) | > loss_duration: 1.646798014640808 (1.6650551246252538) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.55428123474121 (27.406759941259537) | > grad_norm_1: tensor(505.4877, device='cuda:0') (tensor(342.3921, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8939 (0.8603311575484914) | > loader_time: 0.01 (0.010104207681265366)  --> TIME: 2025-05-11 21:50:13 -- STEP: 387/725 -- GLOBAL_STEP: 375400 | > loss_disc: 2.233325958251953 (2.1904909422847365) | > loss_disc_real_0: 0.14708483219146729 (0.13491845529439844) | > loss_disc_real_1: 0.20936766266822815 (0.19016898402255944) | > loss_disc_real_2: 0.20551082491874695 (0.1883503143177476) | > loss_disc_real_3: 0.186691015958786 (0.2041733509810396) | > loss_disc_real_4: 0.2052491158246994 (0.1939135502244151) | > loss_disc_real_5: 0.2561633288860321 (0.20689268209983516) | > loss_0: 2.233325958251953 (2.1904909422847365) | > grad_norm_0: tensor(24.3339, device='cuda:0') (tensor(20.2945, device='cuda:0')) | > loss_gen: 2.8369224071502686 (2.779687247535054) | > loss_kl: 1.511093258857727 (1.7115244566624166) | > loss_feat: 8.050370216369629 (8.314252271824719) | > loss_mel: 12.541194915771484 (12.919596368952314) | > loss_duration: 1.7347239255905151 (1.6652259808178094) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.67430305480957 (27.390286413582096) | > grad_norm_1: tensor(419.7259, device='cuda:0') (tensor(344.8164, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.879 (0.8604437510172528) | > loader_time: 0.0132 (0.010172291935568335)  --> TIME: 2025-05-11 21:50:57 -- STEP: 437/725 -- GLOBAL_STEP: 375450 | > loss_disc: 2.2380175590515137 (2.1887515682377603) | > loss_disc_real_0: 0.09471386671066284 (0.1346369686981906) | > loss_disc_real_1: 0.19699686765670776 (0.18989674481019822) | > loss_disc_real_2: 0.20365062355995178 (0.18817627484520186) | > loss_disc_real_3: 0.19412273168563843 (0.2042647074029975) | > loss_disc_real_4: 0.1803533136844635 (0.1936451726565372) | > loss_disc_real_5: 0.2098263055086136 (0.20681335144512164) | > loss_0: 2.2380175590515137 (2.1887515682377603) | > grad_norm_0: tensor(14.0546, device='cuda:0') (tensor(20.6046, device='cuda:0')) | > loss_gen: 2.801394462585449 (2.7829918534040985) | > loss_kl: 1.758070945739746 (1.7145525956317538) | > loss_feat: 8.016855239868164 (8.333091217538582) | > loss_mel: 12.049628257751465 (12.926926835450756) | > loss_duration: 1.6277687549591064 (1.6649852295489276) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.253719329833984 (27.422547835779945) | > grad_norm_1: tensor(437.5905, device='cuda:0') (tensor(349.4929, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8795 (0.8603172662329075) | > loader_time: 0.0104 (0.010193570527659408)  --> TIME: 2025-05-11 21:51:40 -- STEP: 487/725 -- GLOBAL_STEP: 375500 | > loss_disc: 2.159280300140381 (2.1922260677055685) | > loss_disc_real_0: 0.12030395865440369 (0.13503541424105545) | > loss_disc_real_1: 0.17631857097148895 (0.19029720240794656) | > loss_disc_real_2: 0.20615550875663757 (0.1885569701755316) | > loss_disc_real_3: 0.17867933213710785 (0.2044435574900688) | > loss_disc_real_4: 0.15900550782680511 (0.1939029130602764) | > loss_disc_real_5: 0.17847032845020294 (0.2068944021416885) | > loss_0: 2.159280300140381 (2.1922260677055685) | > grad_norm_0: tensor(19.4644, device='cuda:0') (tensor(20.8007, device='cuda:0')) | > loss_gen: 2.767613410949707 (2.7812697402750435) | > loss_kl: 1.7020599842071533 (1.7084621191024776) | > loss_feat: 8.635577201843262 (8.319677492921114) | > loss_mel: 12.639701843261719 (12.926567075678456) | > loss_duration: 1.6583704948425293 (1.6653048206403758) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.403324127197266 (27.40128134897846) | > grad_norm_1: tensor(433.9044, device='cuda:0') (tensor(352.8548, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8232 (0.8597673606089254) | > loader_time: 0.0102 (0.010198338565395605)  --> TIME: 2025-05-11 21:52:24 -- STEP: 537/725 -- GLOBAL_STEP: 375550 | > loss_disc: 2.3449699878692627 (2.193635223520093) | > loss_disc_real_0: 0.15051934123039246 (0.13493386431279797) | > loss_disc_real_1: 0.2380092889070511 (0.19053979675863042) | > loss_disc_real_2: 0.20115087926387787 (0.18848680753392658) | > loss_disc_real_3: 0.2379295527935028 (0.20458831867026217) | > loss_disc_real_4: 0.18668678402900696 (0.19404612315100664) | > loss_disc_real_5: 0.1996099352836609 (0.2073308097639119) | > loss_0: 2.3449699878692627 (2.193635223520093) | > grad_norm_0: tensor(31.2923, device='cuda:0') (tensor(20.9171, device='cuda:0')) | > loss_gen: 2.4982118606567383 (2.778649344346598) | > loss_kl: 1.657492756843567 (1.7080752043750693) | > loss_feat: 6.833324909210205 (8.304964720869863) | > loss_mel: 10.766018867492676 (12.923025703074991) | > loss_duration: 1.7026411294937134 (1.665602040024443) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.457687377929688 (27.38031711258701) | > grad_norm_1: tensor(359.5417, device='cuda:0') (tensor(353.9786, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8505 (0.8598983607478649) | > loader_time: 0.0092 (0.010190538853906394)  --> TIME: 2025-05-11 21:53:07 -- STEP: 587/725 -- GLOBAL_STEP: 375600 | > loss_disc: 2.2288668155670166 (2.1938972136027988) | > loss_disc_real_0: 0.1643209308385849 (0.13497389264062068) | > loss_disc_real_1: 0.19494260847568512 (0.19047752809687) | > loss_disc_real_2: 0.19257009029388428 (0.18814854524407726) | > loss_disc_real_3: 0.23343539237976074 (0.20459036544295348) | > loss_disc_real_4: 0.20799601078033447 (0.19416751157892223) | > loss_disc_real_5: 0.231057807803154 (0.20757123680699616) | > loss_0: 2.2288668155670166 (2.1938972136027988) | > grad_norm_0: tensor(30.5156, device='cuda:0') (tensor(20.9567, device='cuda:0')) | > loss_gen: 2.8105287551879883 (2.778084492155396) | > loss_kl: 1.6678416728973389 (1.7105960234669646) | > loss_feat: 8.429872512817383 (8.30688926674032) | > loss_mel: 13.636314392089844 (12.927061647938299) | > loss_duration: 1.6528488397598267 (1.6649129015014363) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.197404861450195 (27.387544440248337) | > grad_norm_1: tensor(603.2099, device='cuda:0') (tensor(352.4958, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8547 (0.8592335349250287) | > loader_time: 0.0099 (0.01016656787878814)  --> TIME: 2025-05-11 21:53:51 -- STEP: 637/725 -- GLOBAL_STEP: 375650 | > loss_disc: 2.2107441425323486 (2.195080201330142) | > loss_disc_real_0: 0.1424647569656372 (0.13478921735118285) | > loss_disc_real_1: 0.2035510241985321 (0.1903361880236554) | > loss_disc_real_2: 0.2020292729139328 (0.18847373177062027) | > loss_disc_real_3: 0.2134334146976471 (0.204540581938049) | > loss_disc_real_4: 0.20289570093154907 (0.1941057625380192) | > loss_disc_real_5: 0.2083330601453781 (0.2078709830902808) | > loss_0: 2.2107441425323486 (2.195080201330142) | > grad_norm_0: tensor(23.8304, device='cuda:0') (tensor(20.6957, device='cuda:0')) | > loss_gen: 2.775866746902466 (2.7747294943972687) | > loss_kl: 1.5862748622894287 (1.711556583596174) | > loss_feat: 7.666450023651123 (8.296689308232375) | > loss_mel: 12.78807258605957 (12.924781845727553) | > loss_duration: 1.6275966167449951 (1.664675575036269) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.44426155090332 (27.3724329063619) | > grad_norm_1: tensor(312.8201, device='cuda:0') (tensor(349.2629, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8439 (0.8591133881962655) | > loader_time: 0.0096 (0.010161793961816911)  --> TIME: 2025-05-11 21:54:34 -- STEP: 687/725 -- GLOBAL_STEP: 375700 | > loss_disc: 2.1145474910736084 (2.1943967007480176) | > loss_disc_real_0: 0.1396435797214508 (0.13454230419282834) | > loss_disc_real_1: 0.16614103317260742 (0.1902001810516332) | > loss_disc_real_2: 0.22205018997192383 (0.18839750233956307) | > loss_disc_real_3: 0.20655225217342377 (0.20468970267793504) | > loss_disc_real_4: 0.1772565394639969 (0.19393214795960792) | > loss_disc_real_5: 0.18621858954429626 (0.20789522576800587) | > loss_0: 2.1145474910736084 (2.1943967007480176) | > grad_norm_0: tensor(12.9284, device='cuda:0') (tensor(20.9307, device='cuda:0')) | > loss_gen: 2.970576286315918 (2.7787170122110507) | > loss_kl: 1.6160287857055664 (1.7134806568445593) | > loss_feat: 8.885150909423828 (8.31298658767989) | > loss_mel: 13.639533042907715 (12.945989281155999) | > loss_duration: 1.6661758422851562 (1.6643802168761452) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.7774658203125 (27.41555384673405) | > grad_norm_1: tensor(217.9987, device='cuda:0') (tensor(351.9943, device='cuda:0')) | > current_lr_0: 0.00018896537918734822 | > current_lr_1: 0.00018896537918734822 | > step_time: 0.8674 (0.8583570460218183) | > loader_time: 0.011 (0.010162520096291629)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.35351824760437 (2.35351824760437) | > loss_disc_real_0: 0.20698359608650208 (0.20698359608650208) | > loss_disc_real_1: 0.19168086349964142 (0.19168086349964142) | > loss_disc_real_2: 0.19358782470226288 (0.19358782470226288) | > loss_disc_real_3: 0.19521479308605194 (0.19521479308605194) | > loss_disc_real_4: 0.23723827302455902 (0.23723827302455902) | > loss_disc_real_5: 0.23159612715244293 (0.23159612715244293) | > loss_0: 2.35351824760437 (2.35351824760437) | > loss_gen: 2.6348767280578613 (2.6348767280578613) | > loss_kl: 2.202754497528076 (2.202754497528076) | > loss_feat: 7.520193576812744 (7.520193576812744) | > loss_mel: 12.733541488647461 (12.733541488647461) | > loss_duration: 1.746307134628296 (1.746307134628296) | > loss_1: 26.83767318725586 (26.83767318725586)  --> STEP: 1 | > loss_disc: 2.2253012657165527 (2.2253012657165527) | > loss_disc_real_0: 0.19725513458251953 (0.19725513458251953) | > loss_disc_real_1: 0.176504984498024 (0.176504984498024) | > loss_disc_real_2: 0.15444627404212952 (0.15444627404212952) | > loss_disc_real_3: 0.17866788804531097 (0.17866788804531097) | > loss_disc_real_4: 0.2296115607023239 (0.2296115607023239) | > loss_disc_real_5: 0.20990203320980072 (0.20990203320980072) | > loss_0: 2.2253012657165527 (2.2253012657165527) | > loss_gen: 2.6983864307403564 (2.6983864307403564) | > loss_kl: 2.3347244262695312 (2.3347244262695312) | > loss_feat: 8.301994323730469 (8.301994323730469) | > loss_mel: 14.161026954650879 (14.161026954650879) | > loss_duration: 1.8634731769561768 (1.8634731769561768) | > loss_1: 29.35960578918457 (29.35960578918457)  --> STEP: 2 | > loss_disc: 2.3684492111206055 (2.296875238418579) | > loss_disc_real_0: 0.21823324263095856 (0.20774418860673904) | > loss_disc_real_1: 0.18988852202892303 (0.1831967532634735) | > loss_disc_real_2: 0.16728642582893372 (0.16086634993553162) | > loss_disc_real_3: 0.18766066431999207 (0.18316427618265152) | > loss_disc_real_4: 0.23488442599773407 (0.232247993350029) | > loss_disc_real_5: 0.21268565952777863 (0.21129384636878967) | > loss_0: 2.3684492111206055 (2.296875238418579) | > loss_gen: 2.613935947418213 (2.6561611890792847) | > loss_kl: 2.0970852375030518 (2.2159048318862915) | > loss_feat: 6.896299362182617 (7.599146842956543) | > loss_mel: 12.411843299865723 (13.2864351272583) | > loss_duration: 1.8955533504486084 (1.8795132637023926) | > loss_1: 25.914716720581055 (27.637161254882812)  --> STEP: 3 | > loss_disc: 2.318816900253296 (2.304189125696818) | > loss_disc_real_0: 0.2031477689743042 (0.20621204872926077) | > loss_disc_real_1: 0.1910158395767212 (0.1858031153678894) | > loss_disc_real_2: 0.18408775329589844 (0.16860681772232056) | > loss_disc_real_3: 0.16994284093379974 (0.17875713109970093) | > loss_disc_real_4: 0.23589922487735748 (0.23346507052580515) | > loss_disc_real_5: 0.22744141519069672 (0.21667636930942535) | > loss_0: 2.318816900253296 (2.304189125696818) | > loss_gen: 2.7534656524658203 (2.68859601020813) | > loss_kl: 2.1227550506591797 (2.1848549048105874) | > loss_feat: 7.652662754058838 (7.616985479990642) | > loss_mel: 13.023443222045898 (13.198771158854166) | > loss_duration: 1.839829921722412 (1.8662854830423992) | > loss_1: 27.39215660095215 (27.555493036905926)  --> STEP: 4 | > loss_disc: 2.256463050842285 (2.292257606983185) | > loss_disc_real_0: 0.1746186763048172 (0.19831370562314987) | > loss_disc_real_1: 0.1842501163482666 (0.1854148656129837) | > loss_disc_real_2: 0.143813356757164 (0.16240845248103142) | > loss_disc_real_3: 0.16425779461860657 (0.17513229697942734) | > loss_disc_real_4: 0.20988783240318298 (0.2275707609951496) | > loss_disc_real_5: 0.2168295532464981 (0.21671466529369354) | > loss_0: 2.256463050842285 (2.292257606983185) | > loss_gen: 2.6794047355651855 (2.686298191547394) | > loss_kl: 1.90597403049469 (2.115134686231613) | > loss_feat: 8.903512001037598 (7.93861711025238) | > loss_mel: 14.040237426757812 (13.409137725830078) | > loss_duration: 1.7970846891403198 (1.8489852845668793) | > loss_1: 29.326213836669922 (27.998173236846924) --> EVAL PERFORMANCE | > avg_loader_time: 0.32893460988998413 (+0.0009070634841918945) | > avg_loss_disc: 2.292257606983185 (+0.027957916259765625) | > avg_loss_disc_real_0: 0.19831370562314987 (+0.019860468804836273) | > avg_loss_disc_real_1: 0.1854148656129837 (-0.006417218595743179) | > avg_loss_disc_real_2: 0.16240845248103142 (-0.026149410754442215) | > avg_loss_disc_real_3: 0.17513229697942734 (-0.06910368800163269) | > avg_loss_disc_real_4: 0.2275707609951496 (-0.006651848554611206) | > avg_loss_disc_real_5: 0.21671466529369354 (+0.008374221622943878) | > avg_loss_0: 2.292257606983185 (+0.027957916259765625) | > avg_loss_gen: 2.686298191547394 (-0.026943445205688477) | > avg_loss_kl: 2.115134686231613 (+0.09959110617637634) | > avg_loss_feat: 7.93861711025238 (+0.07585883140563965) | > avg_loss_mel: 13.409137725830078 (+0.06412482261657715) | > avg_loss_duration: 1.8489852845668793 (+0.015251755714416504) | > avg_loss_1: 27.998173236846924 (+0.22788238525390625)  > EPOCH: 455/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 21:55:14)   --> TIME: 2025-05-11 21:55:26 -- STEP: 12/725 -- GLOBAL_STEP: 375750 | > loss_disc: 2.205544948577881 (2.2034687598546348) | > loss_disc_real_0: 0.12543615698814392 (0.12961473129689693) | > loss_disc_real_1: 0.2040485292673111 (0.19385247553388277) | > loss_disc_real_2: 0.19306214153766632 (0.18752690280477205) | > loss_disc_real_3: 0.1990608125925064 (0.20414095868666968) | > loss_disc_real_4: 0.17350129783153534 (0.1987146114309629) | > loss_disc_real_5: 0.1796722561120987 (0.20503117392460504) | > loss_0: 2.205544948577881 (2.2034687598546348) | > grad_norm_0: tensor(18.4554, device='cuda:0') (tensor(21.7427, device='cuda:0')) | > loss_gen: 2.753236770629883 (2.755188783009847) | > loss_kl: 1.8672500848770142 (1.7149752179781597) | > loss_feat: 8.743525505065918 (8.190138260523478) | > loss_mel: 12.696333885192871 (13.071369806925455) | > loss_duration: 1.6830534934997559 (1.6654339631398518) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.74340057373047 (27.397106170654297) | > grad_norm_1: tensor(475.9991, device='cuda:0') (tensor(388.6580, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8572 (0.8504188060760498) | > loader_time: 0.0088 (0.01062305768330892)  --> TIME: 2025-05-11 21:56:11 -- STEP: 62/725 -- GLOBAL_STEP: 375800 | > loss_disc: 2.395676374435425 (2.206449620185361) | > loss_disc_real_0: 0.1495817005634308 (0.13326550215002028) | > loss_disc_real_1: 0.19778695702552795 (0.19105806946754456) | > loss_disc_real_2: 0.21323397755622864 (0.18909698580541917) | > loss_disc_real_3: 0.2146453857421875 (0.20530938982002198) | > loss_disc_real_4: 0.21063682436943054 (0.19636516200919304) | > loss_disc_real_5: 0.24232469499111176 (0.2093028976551948) | > loss_0: 2.395676374435425 (2.206449620185361) | > grad_norm_0: tensor(18.5290, device='cuda:0') (tensor(19.1657, device='cuda:0')) | > loss_gen: 2.495034694671631 (2.746275794121527) | > loss_kl: 1.5668777227401733 (1.692352291076414) | > loss_feat: 6.21858024597168 (8.20347889777153) | > loss_mel: 10.770862579345703 (12.995551970697218) | > loss_duration: 1.6917283535003662 (1.6607616043859912) | > amp_scaler: 512.0 (512.0) | > loss_1: 22.743083953857422 (27.298420659957394) | > grad_norm_1: tensor(412.1889, device='cuda:0') (tensor(337.9546, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8425 (0.866815044033912) | > loader_time: 0.01 (0.010534874854549285)  --> TIME: 2025-05-11 21:56:55 -- STEP: 112/725 -- GLOBAL_STEP: 375850 | > loss_disc: 2.1375560760498047 (2.2118694292647496) | > loss_disc_real_0: 0.15334582328796387 (0.13635952923712993) | > loss_disc_real_1: 0.20690907537937164 (0.19073443833206377) | > loss_disc_real_2: 0.17444553971290588 (0.18932206968643836) | > loss_disc_real_3: 0.19690410792827606 (0.2052137576309698) | > loss_disc_real_4: 0.20572546124458313 (0.1963819306609886) | > loss_disc_real_5: 0.21733655035495758 (0.2095934616933976) | > loss_0: 2.1375560760498047 (2.2118694292647496) | > grad_norm_0: tensor(31.8153, device='cuda:0') (tensor(19.2077, device='cuda:0')) | > loss_gen: 2.878814935684204 (2.7448554847921645) | > loss_kl: 1.5485032796859741 (1.6969298581991878) | > loss_feat: 8.662457466125488 (8.205009839364461) | > loss_mel: 13.73830509185791 (12.951891669205256) | > loss_duration: 1.6741794347763062 (1.665479296020099) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.50225830078125 (27.264166235923767) | > grad_norm_1: tensor(540.2219, device='cuda:0') (tensor(341.9513, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8456 (0.8657628446817398) | > loader_time: 0.0105 (0.010330112917082648)  --> TIME: 2025-05-11 21:57:39 -- STEP: 162/725 -- GLOBAL_STEP: 375900 | > loss_disc: 2.174238681793213 (2.206680745254329) | > loss_disc_real_0: 0.09933507442474365 (0.13571960915937836) | > loss_disc_real_1: 0.17212311923503876 (0.19014255380556902) | > loss_disc_real_2: 0.19524386525154114 (0.18893981844554714) | > loss_disc_real_3: 0.17389923334121704 (0.20534646115553232) | > loss_disc_real_4: 0.17921411991119385 (0.1954163426050434) | > loss_disc_real_5: 0.2351325899362564 (0.2097637109734394) | > loss_0: 2.174238681793213 (2.206680745254329) | > grad_norm_0: tensor(11.1987, device='cuda:0') (tensor(19.6591, device='cuda:0')) | > loss_gen: 2.786600351333618 (2.758515902507451) | > loss_kl: 1.6157163381576538 (1.6832062432795403) | > loss_feat: 8.368338584899902 (8.265898831096699) | > loss_mel: 13.601037979125977 (13.027878302114978) | > loss_duration: 1.603743553161621 (1.6647530477723953) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.97543716430664 (27.40025234222412) | > grad_norm_1: tensor(175.3448, device='cuda:0') (tensor(343.0078, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8575 (0.86905465155472) | > loader_time: 0.0105 (0.010327252340905457)  --> TIME: 2025-05-11 21:58:23 -- STEP: 212/725 -- GLOBAL_STEP: 375950 | > loss_disc: 2.219212770462036 (2.20394078965457) | > loss_disc_real_0: 0.17132462561130524 (0.13689420431992913) | > loss_disc_real_1: 0.1910647302865982 (0.1895691631537563) | > loss_disc_real_2: 0.21661768853664398 (0.18863246210341184) | > loss_disc_real_3: 0.18715444207191467 (0.2053459664841868) | > loss_disc_real_4: 0.18719837069511414 (0.19462111732869786) | > loss_disc_real_5: 0.20081636309623718 (0.20954318942045266) | > loss_0: 2.219212770462036 (2.20394078965457) | > grad_norm_0: tensor(34.6486, device='cuda:0') (tensor(20.0818, device='cuda:0')) | > loss_gen: 2.6478376388549805 (2.764059026286286) | > loss_kl: 1.5953000783920288 (1.6795238239585235) | > loss_feat: 8.167417526245117 (8.297589389783031) | > loss_mel: 12.513873100280762 (13.030092284364517) | > loss_duration: 1.6872349977493286 (1.6646932599679476) | > amp_scaler: 256.0 (503.54716981132077) | > loss_1: 26.611661911010742 (27.435957782673388) | > grad_norm_1: tensor(461.7814, device='cuda:0') (tensor(345.5014, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8623 (0.8678205957952535) | > loader_time: 0.0097 (0.010217420335085879)  --> TIME: 2025-05-11 21:59:07 -- STEP: 262/725 -- GLOBAL_STEP: 376000 | > loss_disc: 2.128171443939209 (2.2048237874307706) | > loss_disc_real_0: 0.13850925862789154 (0.13660760437145478) | > loss_disc_real_1: 0.18888826668262482 (0.18985003159018873) | > loss_disc_real_2: 0.16465270519256592 (0.1892231945659368) | > loss_disc_real_3: 0.16438651084899902 (0.20519367901196006) | > loss_disc_real_4: 0.17044857144355774 (0.19487551503054062) | > loss_disc_real_5: 0.215583935379982 (0.20905146508953953) | > loss_0: 2.128171443939209 (2.2048237874307706) | > grad_norm_0: tensor(21.3211, device='cuda:0') (tensor(20.7366, device='cuda:0')) | > loss_gen: 2.82356333732605 (2.7651176206938173) | > loss_kl: 1.71034574508667 (1.6811682932249468) | > loss_feat: 8.892112731933594 (8.269451974912455) | > loss_mel: 13.483287811279297 (12.980545200464379) | > loss_duration: 1.666509985923767 (1.6648944443418778) | > amp_scaler: 256.0 (456.30534351145036) | > loss_1: 28.57581901550293 (27.361177539097444) | > grad_norm_1: tensor(387.3402, device='cuda:0') (tensor(351.2367, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8953 (0.866240268445197) | > loader_time: 0.01 (0.010161307021861762) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_376000.pth  --> TIME: 2025-05-11 21:59:53 -- STEP: 312/725 -- GLOBAL_STEP: 376050 | > loss_disc: 2.1835834980010986 (2.2030672392784023) | > loss_disc_real_0: 0.08743776381015778 (0.13574707777931896) | > loss_disc_real_1: 0.18055294454097748 (0.18961584644439897) | > loss_disc_real_2: 0.16813983023166656 (0.18906174972653386) | > loss_disc_real_3: 0.2017006129026413 (0.20537321484432772) | > loss_disc_real_4: 0.20953626930713654 (0.1949381560851366) | > loss_disc_real_5: 0.21578124165534973 (0.20946429053751325) | > loss_0: 2.1835834980010986 (2.2030672392784023) | > grad_norm_0: tensor(19.3687, device='cuda:0') (tensor(20.8377, device='cuda:0')) | > loss_gen: 2.6670684814453125 (2.767911675648811) | > loss_kl: 1.797869086265564 (1.6850661574265893) | > loss_feat: 8.091068267822266 (8.289760245726658) | > loss_mel: 12.974874496459961 (12.978810457082895) | > loss_duration: 1.6565806865692139 (1.6643065149203322) | > amp_scaler: 256.0 (424.20512820512823) | > loss_1: 27.18745994567871 (27.385855063413956) | > grad_norm_1: tensor(436.8992, device='cuda:0') (tensor(354.0229, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8544 (0.8655178271807156) | > loader_time: 0.0099 (0.010195363026398873)  --> TIME: 2025-05-11 22:00:37 -- STEP: 362/725 -- GLOBAL_STEP: 376100 | > loss_disc: 2.23710560798645 (2.2015836762459884) | > loss_disc_real_0: 0.14924491941928864 (0.1354881682695604) | > loss_disc_real_1: 0.20467115938663483 (0.1895193469540849) | > loss_disc_real_2: 0.22568537294864655 (0.1891255393953613) | > loss_disc_real_3: 0.21520830690860748 (0.2052398638912986) | > loss_disc_real_4: 0.22906586527824402 (0.1947545711342142) | > loss_disc_real_5: 0.18754617869853973 (0.20914696041721012) | > loss_0: 2.23710560798645 (2.2015836762459884) | > grad_norm_0: tensor(22.8531, device='cuda:0') (tensor(20.6477, device='cuda:0')) | > loss_gen: 2.8199071884155273 (2.7686330185410717) | > loss_kl: 1.849287509918213 (1.6942747271521972) | > loss_feat: 7.66514253616333 (8.291597473028613) | > loss_mel: 11.712278366088867 (12.972722849134582) | > loss_duration: 1.6193244457244873 (1.663174987497909) | > amp_scaler: 256.0 (400.97237569060775) | > loss_1: 25.665939331054688 (27.390403067868053) | > grad_norm_1: tensor(427.4120, device='cuda:0') (tensor(356.4227, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8616 (0.8655632885780122) | > loader_time: 0.0104 (0.010164737701416014)  --> TIME: 2025-05-11 22:01:21 -- STEP: 412/725 -- GLOBAL_STEP: 376150 | > loss_disc: 2.2180230617523193 (2.202088955825971) | > loss_disc_real_0: 0.12077797204256058 (0.13562836172511264) | > loss_disc_real_1: 0.2020329385995865 (0.18976645370565573) | > loss_disc_real_2: 0.18768054246902466 (0.18915682202838) | > loss_disc_real_3: 0.19312684237957 (0.20513941626091606) | > loss_disc_real_4: 0.19979193806648254 (0.1944912811650813) | > loss_disc_real_5: 0.22903448343276978 (0.20921330577106156) | > loss_0: 2.2180230617523193 (2.202088955825971) | > grad_norm_0: tensor(30.0714, device='cuda:0') (tensor(20.7280, device='cuda:0')) | > loss_gen: 2.629762649536133 (2.7654200045807835) | > loss_kl: 1.7365068197250366 (1.6951709245015114) | > loss_feat: 8.087931632995605 (8.279170507366214) | > loss_mel: 12.065566062927246 (12.939619126829129) | > loss_duration: 1.6610777378082275 (1.6632050064582267) | > amp_scaler: 256.0 (383.378640776699) | > loss_1: 26.180843353271484 (27.342585586807097) | > grad_norm_1: tensor(527.5784, device='cuda:0') (tensor(357.4939, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8659 (0.8655080019849016) | > loader_time: 0.0096 (0.010160800901431484)  --> TIME: 2025-05-11 22:02:05 -- STEP: 462/725 -- GLOBAL_STEP: 376200 | > loss_disc: 2.161133050918579 (2.202764426732991) | > loss_disc_real_0: 0.1404082179069519 (0.13570904443080795) | > loss_disc_real_1: 0.1832808554172516 (0.1899680071772435) | > loss_disc_real_2: 0.22635771334171295 (0.1890143763709378) | > loss_disc_real_3: 0.21685965359210968 (0.20506311778898362) | > loss_disc_real_4: 0.1824657917022705 (0.1943806134390108) | > loss_disc_real_5: 0.18167899549007416 (0.20934459057463198) | > loss_0: 2.161133050918579 (2.202764426732991) | > grad_norm_0: tensor(29.6916, device='cuda:0') (tensor(20.7970, device='cuda:0')) | > loss_gen: 2.8356423377990723 (2.7650864521662384) | > loss_kl: 1.5124900341033936 (1.7013797491659848) | > loss_feat: 8.696435928344727 (8.280160605649403) | > loss_mel: 13.580013275146484 (12.932418381496941) | > loss_duration: 1.6841790676116943 (1.6628329859667523) | > amp_scaler: 256.0 (369.5930735930736) | > loss_1: 28.308761596679688 (27.341878205666806) | > grad_norm_1: tensor(523.5732, device='cuda:0') (tensor(357.6070, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8096 (0.8649438748628029) | > loader_time: 0.0101 (0.01014540515420757)  --> TIME: 2025-05-11 22:02:49 -- STEP: 512/725 -- GLOBAL_STEP: 376250 | > loss_disc: 2.1920018196105957 (2.2056205582339308) | > loss_disc_real_0: 0.1327059268951416 (0.13606450850784302) | > loss_disc_real_1: 0.19293515384197235 (0.19021792613784783) | > loss_disc_real_2: 0.17138712108135223 (0.1892730912368279) | > loss_disc_real_3: 0.1900262087583542 (0.20508659214829095) | > loss_disc_real_4: 0.21692577004432678 (0.194699844752904) | > loss_disc_real_5: 0.18415197730064392 (0.2093448500381783) | > loss_0: 2.1920018196105957 (2.2056205582339308) | > grad_norm_0: tensor(16.5350, device='cuda:0') (tensor(21.0339, device='cuda:0')) | > loss_gen: 2.746450185775757 (2.762605766300111) | > loss_kl: 1.6979622840881348 (1.7025173211004583) | > loss_feat: 7.754055976867676 (8.258021481335149) | > loss_mel: 12.032587051391602 (12.918328519910574) | > loss_duration: 1.6291605234146118 (1.663448089500889) | > amp_scaler: 256.0 (358.5) | > loss_1: 25.86021614074707 (27.304921194911) | > grad_norm_1: tensor(411.3433, device='cuda:0') (tensor(359.8665, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8559 (0.8652566159144043) | > loader_time: 0.0119 (0.010157423093914987)  --> TIME: 2025-05-11 22:03:33 -- STEP: 562/725 -- GLOBAL_STEP: 376300 | > loss_disc: 2.2563347816467285 (2.2051027455363816) | > loss_disc_real_0: 0.14873580634593964 (0.13596795149333096) | > loss_disc_real_1: 0.192582368850708 (0.1901683421586756) | > loss_disc_real_2: 0.19862239062786102 (0.1892738780305055) | > loss_disc_real_3: 0.17423631250858307 (0.2051288832336982) | > loss_disc_real_4: 0.17327487468719482 (0.19463788084288083) | > loss_disc_real_5: 0.2487502098083496 (0.20941401575277716) | > loss_0: 2.2563347816467285 (2.2051027455363816) | > grad_norm_0: tensor(15.1211, device='cuda:0') (tensor(21.2121, device='cuda:0')) | > loss_gen: 2.6739494800567627 (2.7649114047081014) | > loss_kl: 1.4209257364273071 (1.705159319041038) | > loss_feat: 7.494052410125732 (8.275403888200092) | > loss_mel: 11.5275297164917 (12.948329609908242) | > loss_duration: 1.6308565139770508 (1.663404489539272) | > amp_scaler: 256.0 (349.38078291814946) | > loss_1: 24.747314453125 (27.357208716911767) | > grad_norm_1: tensor(206.9204, device='cuda:0') (tensor(362.3940, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.9055 (0.8645977715156256) | > loader_time: 0.0097 (0.01014091875205261)  --> TIME: 2025-05-11 22:04:17 -- STEP: 612/725 -- GLOBAL_STEP: 376350 | > loss_disc: 2.295177698135376 (2.2040163771389336) | > loss_disc_real_0: 0.17688196897506714 (0.135719741530278) | > loss_disc_real_1: 0.2168661504983902 (0.1899030435513827) | > loss_disc_real_2: 0.18899287283420563 (0.18911778590842782) | > loss_disc_real_3: 0.21469071507453918 (0.2052082788759197) | > loss_disc_real_4: 0.24297139048576355 (0.19466996200236616) | > loss_disc_real_5: 0.2355305254459381 (0.20945900810115478) | > loss_0: 2.295177698135376 (2.2040163771389336) | > grad_norm_0: tensor(23.2232, device='cuda:0') (tensor(21.1815, device='cuda:0')) | > loss_gen: 2.7112877368927 (2.7655200280395213) | > loss_kl: 1.7196165323257446 (1.7063194443197807) | > loss_feat: 8.083189010620117 (8.281657775243108) | > loss_mel: 12.928191184997559 (12.951886876735818) | > loss_duration: 1.6115138530731201 (1.6631613377652135) | > amp_scaler: 256.0 (341.75163398692825) | > loss_1: 27.05379867553711 (27.368545491710986) | > grad_norm_1: tensor(99.8151, device='cuda:0') (tensor(363.6821, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8202 (0.8647158527685924) | > loader_time: 0.0115 (0.01013425323698256)  --> TIME: 2025-05-11 22:05:01 -- STEP: 662/725 -- GLOBAL_STEP: 376400 | > loss_disc: 2.4399936199188232 (2.204288333384291) | > loss_disc_real_0: 0.1343739777803421 (0.13574214649929722) | > loss_disc_real_1: 0.2314954251050949 (0.18980019863728675) | > loss_disc_real_2: 0.20198217034339905 (0.1889891601266097) | > loss_disc_real_3: 0.2145949900150299 (0.20534570719990478) | > loss_disc_real_4: 0.2227986752986908 (0.19460944856131546) | > loss_disc_real_5: 0.23524266481399536 (0.209831538922477) | > loss_0: 2.4399936199188232 (2.204288333384291) | > grad_norm_0: tensor(14.0682, device='cuda:0') (tensor(21.1007, device='cuda:0')) | > loss_gen: 2.378354549407959 (2.7641294168201456) | > loss_kl: 1.7944607734680176 (1.7062639716528691) | > loss_feat: 6.268427848815918 (8.271194274331851) | > loss_mel: 10.12866497039795 (12.940830353163525) | > loss_duration: 1.687262773513794 (1.6634145760824313) | > amp_scaler: 256.0 (335.2749244712994) | > loss_1: 22.257173538208008 (27.34583261438007) | > grad_norm_1: tensor(325.6355, device='cuda:0') (tensor(363.7934, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8918 (0.86465321638793) | > loader_time: 0.0101 (0.010161470430495152)  --> TIME: 2025-05-11 22:05:45 -- STEP: 712/725 -- GLOBAL_STEP: 376450 | > loss_disc: 2.264024019241333 (2.2053613543845283) | > loss_disc_real_0: 0.1457950472831726 (0.13585053682536535) | > loss_disc_real_1: 0.20755109190940857 (0.18984830963393953) | > loss_disc_real_2: 0.20069380104541779 (0.18926614625484078) | > loss_disc_real_3: 0.23562991619110107 (0.2053146790503785) | > loss_disc_real_4: 0.20852893590927124 (0.19466838634081102) | > loss_disc_real_5: 0.1899554282426834 (0.20985255457377167) | > loss_0: 2.264024019241333 (2.2053613543845283) | > grad_norm_0: tensor(8.8398, device='cuda:0') (tensor(21.0848, device='cuda:0')) | > loss_gen: 2.7594313621520996 (2.762249254778531) | > loss_kl: 1.6610233783721924 (1.7052558168266594) | > loss_feat: 7.1439433097839355 (8.261233140243558) | > loss_mel: 12.708874702453613 (12.939714356754608) | > loss_duration: 1.6623951196670532 (1.6631113712707262) | > amp_scaler: 256.0 (329.70786516853957) | > loss_1: 25.9356689453125 (27.331563960300404) | > grad_norm_1: tensor(100.4065, device='cuda:0') (tensor(362.4623, device='cuda:0')) | > current_lr_0: 0.0001889417585149498 | > current_lr_1: 0.0001889417585149498 | > step_time: 0.8398 (0.8646218863765843) | > loader_time: 0.0097 (0.010167627187257399)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.274362325668335 (2.274362325668335) | > loss_disc_real_0: 0.10043000429868698 (0.10043000429868698) | > loss_disc_real_1: 0.1913021057844162 (0.1913021057844162) | > loss_disc_real_2: 0.18844614923000336 (0.18844614923000336) | > loss_disc_real_3: 0.26989930868148804 (0.26989930868148804) | > loss_disc_real_4: 0.2383888065814972 (0.2383888065814972) | > loss_disc_real_5: 0.20660942792892456 (0.20660942792892456) | > loss_0: 2.274362325668335 (2.274362325668335) | > loss_gen: 2.571708917617798 (2.571708917617798) | > loss_kl: 2.124976873397827 (2.124976873397827) | > loss_feat: 7.338531970977783 (7.338531970977783) | > loss_mel: 12.416204452514648 (12.416204452514648) | > loss_duration: 1.7550439834594727 (1.7550439834594727) | > loss_1: 26.206466674804688 (26.206466674804688)  --> STEP: 1 | > loss_disc: 2.090756416320801 (2.090756416320801) | > loss_disc_real_0: 0.07965824753046036 (0.07965824753046036) | > loss_disc_real_1: 0.16636021435260773 (0.16636021435260773) | > loss_disc_real_2: 0.17371992766857147 (0.17371992766857147) | > loss_disc_real_3: 0.25687989592552185 (0.25687989592552185) | > loss_disc_real_4: 0.22017744183540344 (0.22017744183540344) | > loss_disc_real_5: 0.2005244493484497 (0.2005244493484497) | > loss_0: 2.090756416320801 (2.090756416320801) | > loss_gen: 2.8288729190826416 (2.8288729190826416) | > loss_kl: 2.2026727199554443 (2.2026727199554443) | > loss_feat: 9.785511016845703 (9.785511016845703) | > loss_mel: 14.702066421508789 (14.702066421508789) | > loss_duration: 1.87703537940979 (1.87703537940979) | > loss_1: 31.39615821838379 (31.39615821838379)  --> STEP: 2 | > loss_disc: 2.200059652328491 (2.145408034324646) | > loss_disc_real_0: 0.09219498187303543 (0.0859266147017479) | > loss_disc_real_1: 0.1851692497730255 (0.17576473206281662) | > loss_disc_real_2: 0.16818954050540924 (0.17095473408699036) | > loss_disc_real_3: 0.2693531811237335 (0.2631165385246277) | > loss_disc_real_4: 0.23872727155685425 (0.22945235669612885) | > loss_disc_real_5: 0.20464353263378143 (0.20258399099111557) | > loss_0: 2.200059652328491 (2.145408034324646) | > loss_gen: 2.721806526184082 (2.775339722633362) | > loss_kl: 1.955864667892456 (2.07926869392395) | > loss_feat: 8.865818977355957 (9.32566499710083) | > loss_mel: 13.425108909606934 (14.063587665557861) | > loss_duration: 1.8932682275772095 (1.8851518034934998) | > loss_1: 28.861865997314453 (30.12901210784912)  --> STEP: 3 | > loss_disc: 2.2174856662750244 (2.169433911641439) | > loss_disc_real_0: 0.07866448909044266 (0.08350590616464615) | > loss_disc_real_1: 0.19774116575717926 (0.1830902099609375) | > loss_disc_real_2: 0.1837569624185562 (0.17522214353084564) | > loss_disc_real_3: 0.2989197075366974 (0.27505092819531757) | > loss_disc_real_4: 0.22514237463474274 (0.22801569600900015) | > loss_disc_real_5: 0.22632162272930145 (0.2104965349038442) | > loss_0: 2.2174856662750244 (2.169433911641439) | > loss_gen: 2.7713868618011475 (2.774022102355957) | > loss_kl: 2.1211414337158203 (2.0932262738545737) | > loss_feat: 8.90066146850586 (9.18399715423584) | > loss_mel: 13.96960163116455 (14.032258987426758) | > loss_duration: 1.8568140268325806 (1.87570587793986) | > loss_1: 29.619606018066406 (29.95921007792155)  --> STEP: 4 | > loss_disc: 2.2663862705230713 (2.193672001361847) | > loss_disc_real_0: 0.1095098927617073 (0.09000690281391144) | > loss_disc_real_1: 0.19067485630512238 (0.18498637154698372) | > loss_disc_real_2: 0.14865636825561523 (0.16858069971203804) | > loss_disc_real_3: 0.2653575837612152 (0.272627592086792) | > loss_disc_real_4: 0.2440265417098999 (0.23201840743422508) | > loss_disc_real_5: 0.2138545960187912 (0.21133605018258095) | > loss_0: 2.2663862705230713 (2.193672001361847) | > loss_gen: 2.5765440464019775 (2.724652588367462) | > loss_kl: 1.9307477474212646 (2.0526066422462463) | > loss_feat: 8.670299530029297 (9.055572748184204) | > loss_mel: 13.598920822143555 (13.923924446105957) | > loss_duration: 1.7577717304229736 (1.8462223410606384) | > loss_1: 28.534284591674805 (29.602978706359863) --> EVAL PERFORMANCE | > avg_loader_time: 0.32487112283706665 (-0.0040634870529174805) | > avg_loss_disc: 2.193672001361847 (-0.09858560562133789) | > avg_loss_disc_real_0: 0.09000690281391144 (-0.10830680280923843) | > avg_loss_disc_real_1: 0.18498637154698372 (-0.00042849406599998474) | > avg_loss_disc_real_2: 0.16858069971203804 (+0.006172247231006622) | > avg_loss_disc_real_3: 0.272627592086792 (+0.09749529510736465) | > avg_loss_disc_real_4: 0.23201840743422508 (+0.00444764643907547) | > avg_loss_disc_real_5: 0.21133605018258095 (-0.005378615111112595) | > avg_loss_0: 2.193672001361847 (-0.09858560562133789) | > avg_loss_gen: 2.724652588367462 (+0.03835439682006836) | > avg_loss_kl: 2.0526066422462463 (-0.06252804398536682) | > avg_loss_feat: 9.055572748184204 (+1.1169556379318237) | > avg_loss_mel: 13.923924446105957 (+0.5147867202758789) | > avg_loss_duration: 1.8462223410606384 (-0.0027629435062408447) | > avg_loss_1: 29.602978706359863 (+1.6048054695129395)  > EPOCH: 456/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 22:06:02)   --> TIME: 2025-05-11 22:06:37 -- STEP: 37/725 -- GLOBAL_STEP: 376500 | > loss_disc: 2.267606258392334 (2.206737080135861) | > loss_disc_real_0: 0.11881665885448456 (0.1347271455703555) | > loss_disc_real_1: 0.18494001030921936 (0.19091858211401347) | > loss_disc_real_2: 0.19344691932201385 (0.18948259023395744) | > loss_disc_real_3: 0.18456698954105377 (0.20493803797541438) | > loss_disc_real_4: 0.19830650091171265 (0.19433406156462593) | > loss_disc_real_5: 0.19137723743915558 (0.20999180948412097) | > loss_0: 2.267606258392334 (2.206737080135861) | > grad_norm_0: tensor(16.3232, device='cuda:0') (tensor(20.5506, device='cuda:0')) | > loss_gen: 2.522045612335205 (2.759107222428193) | > loss_kl: 1.7197160720825195 (1.7546969201113727) | > loss_feat: 7.228119850158691 (8.251397815910543) | > loss_mel: 11.839350700378418 (13.023842347634805) | > loss_duration: 1.6390718221664429 (1.6590245768830583) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.94830322265625 (27.448068979624157) | > grad_norm_1: tensor(359.3272, device='cuda:0') (tensor(315.4416, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8572 (0.8783376410200789) | > loader_time: 0.0099 (0.010395623542167045)  --> TIME: 2025-05-11 22:07:21 -- STEP: 87/725 -- GLOBAL_STEP: 376550 | > loss_disc: 2.329660415649414 (2.1985293969340716) | > loss_disc_real_0: 0.1334964632987976 (0.13361161990069798) | > loss_disc_real_1: 0.1915108561515808 (0.19079475652897496) | > loss_disc_real_2: 0.20221522450447083 (0.18962723650466437) | > loss_disc_real_3: 0.21381986141204834 (0.20504128196458707) | > loss_disc_real_4: 0.20111162960529327 (0.19404505381638976) | > loss_disc_real_5: 0.2462361603975296 (0.20949599335248442) | > loss_0: 2.329660415649414 (2.1985293969340716) | > grad_norm_0: tensor(11.9649, device='cuda:0') (tensor(19.2138, device='cuda:0')) | > loss_gen: 2.492114305496216 (2.760109737001616) | > loss_kl: 1.7314144372940063 (1.7386222735218617) | > loss_feat: 6.6996941566467285 (8.260979718175419) | > loss_mel: 11.068370819091797 (12.904921005512106) | > loss_duration: 1.6637742519378662 (1.662027339825685) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.65536880493164 (27.326660222020642) | > grad_norm_1: tensor(320.8332, device='cuda:0') (tensor(328.9056, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8366 (0.8718664399508772) | > loader_time: 0.0095 (0.01024882546786604)  --> TIME: 2025-05-11 22:08:06 -- STEP: 137/725 -- GLOBAL_STEP: 376600 | > loss_disc: 2.277743339538574 (2.202977591187415) | > loss_disc_real_0: 0.11661471426486969 (0.1360904962694558) | > loss_disc_real_1: 0.17141298949718475 (0.1912951163784431) | > loss_disc_real_2: 0.16248689591884613 (0.18942157989435823) | > loss_disc_real_3: 0.2019713968038559 (0.20482126683214286) | > loss_disc_real_4: 0.19977106153964996 (0.19436613116821233) | > loss_disc_real_5: 0.2834761142730713 (0.20900252276528491) | > loss_0: 2.277743339538574 (2.202977591187415) | > grad_norm_0: tensor(18.7595, device='cuda:0') (tensor(21.3566, device='cuda:0')) | > loss_gen: 2.647705078125 (2.771911144256591) | > loss_kl: 1.7382149696350098 (1.7211792181878194) | > loss_feat: 7.81587553024292 (8.28798294415438) | > loss_mel: 11.504639625549316 (12.943976492777358) | > loss_duration: 1.62367844581604 (1.6627151983497788) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.330114364624023 (27.38776517436452) | > grad_norm_1: tensor(410.2045, device='cuda:0') (tensor(349.8899, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8373 (0.8710522843103339) | > loader_time: 0.0096 (0.010239444509909967)  --> TIME: 2025-05-11 22:08:50 -- STEP: 187/725 -- GLOBAL_STEP: 376650 | > loss_disc: 2.2048492431640625 (2.2047672080483682) | > loss_disc_real_0: 0.1207035556435585 (0.1364535452290015) | > loss_disc_real_1: 0.1933000534772873 (0.19099043070632502) | > loss_disc_real_2: 0.19979266822338104 (0.18992470985746643) | > loss_disc_real_3: 0.2148352563381195 (0.20470718872100913) | > loss_disc_real_4: 0.17552241683006287 (0.19444893284596224) | > loss_disc_real_5: 0.20933015644550323 (0.20891617868035872) | > loss_0: 2.2048492431640625 (2.2047672080483682) | > grad_norm_0: tensor(22.6379, device='cuda:0') (tensor(20.6038, device='cuda:0')) | > loss_gen: 2.7238526344299316 (2.7608736696090292) | > loss_kl: 1.5249688625335693 (1.7041416104464608) | > loss_feat: 7.919602870941162 (8.23685166670039) | > loss_mel: 12.52330493927002 (12.898071549155496) | > loss_duration: 1.6701130867004395 (1.663553576418423) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.361841201782227 (27.26349220683868) | > grad_norm_1: tensor(479.2644, device='cuda:0') (tensor(342.6201, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8768 (0.8692398058539406) | > loader_time: 0.0103 (0.010241036746591166)  --> TIME: 2025-05-11 22:09:34 -- STEP: 237/725 -- GLOBAL_STEP: 376700 | > loss_disc: 1.9970223903656006 (2.203010815608354) | > loss_disc_real_0: 0.07569438964128494 (0.13551567806096024) | > loss_disc_real_1: 0.18321026861667633 (0.19104326117139322) | > loss_disc_real_2: 0.1856307089328766 (0.18973997914338417) | > loss_disc_real_3: 0.21733461320400238 (0.20476250620833933) | > loss_disc_real_4: 0.18882225453853607 (0.1943849467275515) | > loss_disc_real_5: 0.191298246383667 (0.20926323350723283) | > loss_0: 1.9970223903656006 (2.203010815608354) | > grad_norm_0: tensor(21.2597, device='cuda:0') (tensor(20.2578, device='cuda:0')) | > loss_gen: 3.207197904586792 (2.7624897232538537) | > loss_kl: 1.9200255870819092 (1.7095983883499597) | > loss_feat: 10.562350273132324 (8.253945419053988) | > loss_mel: 15.519819259643555 (12.91825840543594) | > loss_duration: 1.6366946697235107 (1.6636314055084682) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.84608840942383 (27.307923409506238) | > grad_norm_1: tensor(526.4576, device='cuda:0') (tensor(341.6832, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.831 (0.8694894112615142) | > loader_time: 0.0097 (0.010233425389865276)  --> TIME: 2025-05-11 22:10:18 -- STEP: 287/725 -- GLOBAL_STEP: 376750 | > loss_disc: 2.195605516433716 (2.2005947118021494) | > loss_disc_real_0: 0.19228634238243103 (0.13575030196107643) | > loss_disc_real_1: 0.19203123450279236 (0.1904583536997074) | > loss_disc_real_2: 0.20040591061115265 (0.1892627561237754) | > loss_disc_real_3: 0.20356447994709015 (0.20457359276166773) | > loss_disc_real_4: 0.1822652965784073 (0.19412956789187852) | > loss_disc_real_5: 0.22893300652503967 (0.20930423834182663) | > loss_0: 2.195605516433716 (2.2005947118021494) | > grad_norm_0: tensor(33.3078, device='cuda:0') (tensor(20.6006, device='cuda:0')) | > loss_gen: 2.980356454849243 (2.7668679159277407) | > loss_kl: 1.5104408264160156 (1.7029420328472544) | > loss_feat: 9.162041664123535 (8.27615816003354) | > loss_mel: 13.1463623046875 (12.940105414972074) | > loss_duration: 1.6718488931655884 (1.6635108338831193) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.47104835510254 (27.349584473134744) | > grad_norm_1: tensor(96.3120, device='cuda:0') (tensor(345.1811, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8142 (0.8673812761539367) | > loader_time: 0.0101 (0.010279730221951049)  --> TIME: 2025-05-11 22:11:02 -- STEP: 337/725 -- GLOBAL_STEP: 376800 | > loss_disc: 2.2119107246398926 (2.2034617184885197) | > loss_disc_real_0: 0.1529717594385147 (0.13626679981497694) | > loss_disc_real_1: 0.18122760951519012 (0.1904604927103314) | > loss_disc_real_2: 0.1877906322479248 (0.18969766300403745) | > loss_disc_real_3: 0.23293276131153107 (0.2048508968392182) | > loss_disc_real_4: 0.17564097046852112 (0.1942135990992498) | > loss_disc_real_5: 0.19064216315746307 (0.20931596333266012) | > loss_0: 2.2119107246398926 (2.2034617184885197) | > grad_norm_0: tensor(24.4340, device='cuda:0') (tensor(20.7516, device='cuda:0')) | > loss_gen: 2.7598719596862793 (2.762482512952312) | > loss_kl: 1.6612368822097778 (1.702615645589743) | > loss_feat: 7.645224571228027 (8.254256762099905) | > loss_mel: 11.716348648071289 (12.902485199427392) | > loss_duration: 1.6374619007110596 (1.663079021946259) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.42014503479004 (27.28491926900711) | > grad_norm_1: tensor(305.3228, device='cuda:0') (tensor(347.2380, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.9078 (0.8673746147212361) | > loader_time: 0.0101 (0.0102482747607132)  --> TIME: 2025-05-11 22:11:46 -- STEP: 387/725 -- GLOBAL_STEP: 376850 | > loss_disc: 2.210360527038574 (2.2020556181284205) | > loss_disc_real_0: 0.1447891741991043 (0.13673095378148767) | > loss_disc_real_1: 0.2062247395515442 (0.1900083790761864) | > loss_disc_real_2: 0.19173312187194824 (0.18918213329111874) | > loss_disc_real_3: 0.2278711199760437 (0.20502240516880682) | > loss_disc_real_4: 0.1784190982580185 (0.19400851359201032) | > loss_disc_real_5: 0.21607661247253418 (0.20908462169558503) | > loss_0: 2.210360527038574 (2.2020556181284205) | > grad_norm_0: tensor(16.9591, device='cuda:0') (tensor(20.7420, device='cuda:0')) | > loss_gen: 2.821967124938965 (2.7652454955325263) | > loss_kl: 1.5526790618896484 (1.7017208655059177) | > loss_feat: 7.715278148651123 (8.27034628052429) | > loss_mel: 11.807467460632324 (12.926256699771535) | > loss_duration: 1.7511835098266602 (1.6632239082370925) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.648574829101562 (27.326793340441483) | > grad_norm_1: tensor(400.0677, device='cuda:0') (tensor(345.9007, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 1.3287 (0.8685185632040335) | > loader_time: 0.0099 (0.010248635166375204)  --> TIME: 2025-05-11 22:12:30 -- STEP: 437/725 -- GLOBAL_STEP: 376900 | > loss_disc: 2.1344425678253174 (2.2039446323359835) | > loss_disc_real_0: 0.11116737127304077 (0.13672096478311635) | > loss_disc_real_1: 0.16729189455509186 (0.19000101798731894) | > loss_disc_real_2: 0.17377562820911407 (0.18917598491811638) | > loss_disc_real_3: 0.1842801570892334 (0.20521366275693512) | > loss_disc_real_4: 0.16712458431720734 (0.19433538888493718) | > loss_disc_real_5: 0.24510642886161804 (0.2095826674653409) | > loss_0: 2.1344425678253174 (2.2039446323359835) | > grad_norm_0: tensor(20.5212, device='cuda:0') (tensor(20.2508, device='cuda:0')) | > loss_gen: 2.8989217281341553 (2.7609344881786635) | > loss_kl: 1.8160940408706665 (1.7012306566369337) | > loss_feat: 9.48140811920166 (8.248839768992424) | > loss_mel: 14.611211776733398 (12.899754002656216) | > loss_duration: 1.6282031536102295 (1.6629800780141382) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.43583869934082 (27.27373907058681) | > grad_norm_1: tensor(201.1736, device='cuda:0') (tensor(341.4813, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.9187 (0.8683690484655805) | > loader_time: 0.0111 (0.010276204661319122)  --> TIME: 2025-05-11 22:13:14 -- STEP: 487/725 -- GLOBAL_STEP: 376950 | > loss_disc: 2.2831802368164062 (2.2011345595549723) | > loss_disc_real_0: 0.15720778703689575 (0.13623398797896363) | > loss_disc_real_1: 0.21409893035888672 (0.18997628231068167) | > loss_disc_real_2: 0.19194070994853973 (0.18908621217803048) | > loss_disc_real_3: 0.20192962884902954 (0.20518009802154444) | > loss_disc_real_4: 0.15699245035648346 (0.19410983367499873) | > loss_disc_real_5: 0.2200099229812622 (0.20908788975626535) | > loss_0: 2.2831802368164062 (2.2011345595549723) | > grad_norm_0: tensor(24.9491, device='cuda:0') (tensor(20.4568, device='cuda:0')) | > loss_gen: 2.562776565551758 (2.7642925887137224) | > loss_kl: 1.5309962034225464 (1.7006465867314735) | > loss_feat: 7.235270023345947 (8.266260795279951) | > loss_mel: 11.226862907409668 (12.92165712947963) | > loss_duration: 1.6571743488311768 (1.6636534694283895) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.21308135986328 (27.31651066069241) | > grad_norm_1: tensor(371.4110, device='cuda:0') (tensor(345.7921, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8225 (0.8680582051404448) | > loader_time: 0.0105 (0.010271218767890687)  --> TIME: 2025-05-11 22:13:58 -- STEP: 537/725 -- GLOBAL_STEP: 377000 | > loss_disc: 2.229095458984375 (2.198817625170088) | > loss_disc_real_0: 0.12714773416519165 (0.1357769766333383) | > loss_disc_real_1: 0.2029179483652115 (0.18978889003479282) | > loss_disc_real_2: 0.17208713293075562 (0.18879727253367776) | > loss_disc_real_3: 0.21565693616867065 (0.20499072719219674) | > loss_disc_real_4: 0.1858050376176834 (0.1940369540530654) | > loss_disc_real_5: 0.17127053439617157 (0.2091396893036432) | > loss_0: 2.229095458984375 (2.198817625170088) | > grad_norm_0: tensor(20.5629, device='cuda:0') (tensor(20.3523, device='cuda:0')) | > loss_gen: 2.636566400527954 (2.7661876527512756) | > loss_kl: 1.6539400815963745 (1.7039652530041483) | > loss_feat: 8.310723304748535 (8.280574177008555) | > loss_mel: 13.173006057739258 (12.934528503560044) | > loss_duration: 1.6999189853668213 (1.6643524713800384) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.474153518676758 (27.349608138952842) | > grad_norm_1: tensor(448.2421, device='cuda:0') (tensor(347.6475, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8641 (0.8678064590503829) | > loader_time: 0.0093 (0.010296022425816705) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_377000.pth  --> TIME: 2025-05-11 22:14:44 -- STEP: 587/725 -- GLOBAL_STEP: 377050 | > loss_disc: 2.1803462505340576 (2.199361649241923) | > loss_disc_real_0: 0.14580947160720825 (0.13568555507840652) | > loss_disc_real_1: 0.20487527549266815 (0.1898566750742915) | > loss_disc_real_2: 0.1848399043083191 (0.18892529649974127) | > loss_disc_real_3: 0.19628293812274933 (0.20492519065103093) | > loss_disc_real_4: 0.1959829479455948 (0.19404469930536708) | > loss_disc_real_5: 0.22195185720920563 (0.20960762848033612) | > loss_0: 2.1803462505340576 (2.199361649241923) | > grad_norm_0: tensor(19.3747, device='cuda:0') (tensor(20.2075, device='cuda:0')) | > loss_gen: 2.7823469638824463 (2.7657036903160397) | > loss_kl: 1.638912558555603 (1.7063331402952466) | > loss_feat: 8.097085952758789 (8.279254840220474) | > loss_mel: 13.505692481994629 (12.940340544133617) | > loss_duration: 1.6609230041503906 (1.6639067448383709) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.684961318969727 (27.355539042458215) | > grad_norm_1: tensor(249.4280, device='cuda:0') (tensor(343.4044, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8705 (0.8670852659508156) | > loader_time: 0.0102 (0.010273344472076047)  --> TIME: 2025-05-11 22:15:29 -- STEP: 637/725 -- GLOBAL_STEP: 377100 | > loss_disc: 2.2553858757019043 (2.200157431642897) | > loss_disc_real_0: 0.14754079282283783 (0.1358670596986587) | > loss_disc_real_1: 0.18833835422992706 (0.18992093109541833) | > loss_disc_real_2: 0.16901777684688568 (0.18898831806152902) | > loss_disc_real_3: 0.19292372465133667 (0.20497435743056436) | > loss_disc_real_4: 0.21474269032478333 (0.19412212396622444) | > loss_disc_real_5: 0.20128357410430908 (0.20933683183822002) | > loss_0: 2.2553858757019043 (2.200157431642897) | > grad_norm_0: tensor(35.8255, device='cuda:0') (tensor(20.2117, device='cuda:0')) | > loss_gen: 2.839376926422119 (2.7644921142602086) | > loss_kl: 1.686423659324646 (1.7082416487264114) | > loss_feat: 8.691925048828125 (8.268901025481668) | > loss_mel: 13.516735076904297 (12.938561024808054) | > loss_duration: 1.6429356336593628 (1.663762583837405) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.377395629882812 (27.343958493866026) | > grad_norm_1: tensor(277.1090, device='cuda:0') (tensor(341.5344, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.851 (0.8670447134709622) | > loader_time: 0.0103 (0.010300002629566044)  --> TIME: 2025-05-11 22:16:12 -- STEP: 687/725 -- GLOBAL_STEP: 377150 | > loss_disc: 2.1566648483276367 (2.1996053004368896) | > loss_disc_real_0: 0.1310919225215912 (0.1358824610666763) | > loss_disc_real_1: 0.1871083676815033 (0.19001196884432223) | > loss_disc_real_2: 0.17646878957748413 (0.18885037292125767) | > loss_disc_real_3: 0.20133167505264282 (0.20505243479077645) | > loss_disc_real_4: 0.17816263437271118 (0.1939553203931541) | > loss_disc_real_5: 0.17875133454799652 (0.20940032130679362) | > loss_0: 2.1566648483276367 (2.1996053004368896) | > grad_norm_0: tensor(13.5916, device='cuda:0') (tensor(20.4050, device='cuda:0')) | > loss_gen: 2.8330252170562744 (2.7669206803889606) | > loss_kl: 1.7701693773269653 (1.7097648888869754) | > loss_feat: 8.822564125061035 (8.283889090997517) | > loss_mel: 12.987507820129395 (12.96354522038755) | > loss_duration: 1.6704459190368652 (1.6637185402485661) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.08371353149414 (27.38783851912276) | > grad_norm_1: tensor(361.3206, device='cuda:0') (tensor(342.3586, device='cuda:0')) | > current_lr_0: 0.00018891814079513542 | > current_lr_1: 0.00018891814079513542 | > step_time: 0.8927 (0.8661367049904372) | > loader_time: 0.0106 (0.010292649789668581)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2821011543273926 (2.2821011543273926) | > loss_disc_real_0: 0.1319565773010254 (0.1319565773010254) | > loss_disc_real_1: 0.2065737396478653 (0.2065737396478653) | > loss_disc_real_2: 0.18781593441963196 (0.18781593441963196) | > loss_disc_real_3: 0.25076842308044434 (0.25076842308044434) | > loss_disc_real_4: 0.28958117961883545 (0.28958117961883545) | > loss_disc_real_5: 0.21276861429214478 (0.21276861429214478) | > loss_0: 2.2821011543273926 (2.2821011543273926) | > loss_gen: 2.723825693130493 (2.723825693130493) | > loss_kl: 2.200730562210083 (2.200730562210083) | > loss_feat: 8.117952346801758 (8.117952346801758) | > loss_mel: 13.179582595825195 (13.179582595825195) | > loss_duration: 1.7152782678604126 (1.7152782678604126) | > loss_1: 27.937368392944336 (27.937368392944336)  --> STEP: 1 | > loss_disc: 2.385833501815796 (2.385833501815796) | > loss_disc_real_0: 0.13699661195278168 (0.13699661195278168) | > loss_disc_real_1: 0.20140600204467773 (0.20140600204467773) | > loss_disc_real_2: 0.19587412476539612 (0.19587412476539612) | > loss_disc_real_3: 0.24882741272449493 (0.24882741272449493) | > loss_disc_real_4: 0.31651681661605835 (0.31651681661605835) | > loss_disc_real_5: 0.26650792360305786 (0.26650792360305786) | > loss_0: 2.385833501815796 (2.385833501815796) | > loss_gen: 2.679603338241577 (2.679603338241577) | > loss_kl: 2.118011474609375 (2.118011474609375) | > loss_feat: 7.766584396362305 (7.766584396362305) | > loss_mel: 12.88662338256836 (12.88662338256836) | > loss_duration: 1.8525519371032715 (1.8525519371032715) | > loss_1: 27.303375244140625 (27.303375244140625)  --> STEP: 2 | > loss_disc: 2.347745656967163 (2.3667895793914795) | > loss_disc_real_0: 0.1246558129787445 (0.1308262124657631) | > loss_disc_real_1: 0.1905990093946457 (0.1960025057196617) | > loss_disc_real_2: 0.17383092641830444 (0.18485252559185028) | > loss_disc_real_3: 0.25679081678390503 (0.2528091147542) | > loss_disc_real_4: 0.30075740814208984 (0.3086371123790741) | > loss_disc_real_5: 0.24216856062412262 (0.25433824211359024) | > loss_0: 2.347745656967163 (2.3667895793914795) | > loss_gen: 2.5629706382751465 (2.621286988258362) | > loss_kl: 2.020158290863037 (2.069084882736206) | > loss_feat: 7.777838230133057 (7.772211313247681) | > loss_mel: 13.457228660583496 (13.171926021575928) | > loss_duration: 1.864625096321106 (1.8585885167121887) | > loss_1: 27.682823181152344 (27.493099212646484)  --> STEP: 3 | > loss_disc: 2.2425684928894043 (2.3253825505574546) | > loss_disc_real_0: 0.12396710366010666 (0.12853984286387762) | > loss_disc_real_1: 0.20413663983345032 (0.19871388375759125) | > loss_disc_real_2: 0.16571682691574097 (0.1784739593664805) | > loss_disc_real_3: 0.2426621913909912 (0.24942680696646372) | > loss_disc_real_4: 0.30075180530548096 (0.3060086766878764) | > loss_disc_real_5: 0.23341290652751923 (0.24736313025156656) | > loss_0: 2.2425684928894043 (2.3253825505574546) | > loss_gen: 2.811630964279175 (2.6847349802652993) | > loss_kl: 2.1568892002105713 (2.0983529885609946) | > loss_feat: 7.6902079582214355 (7.744876861572266) | > loss_mel: 14.132719993591309 (13.492190678914389) | > loss_duration: 1.8317532539367676 (1.8496434291203816) | > loss_1: 28.623199462890625 (27.8697992960612)  --> STEP: 4 | > loss_disc: 2.2217578887939453 (2.299476385116577) | > loss_disc_real_0: 0.11733516305685043 (0.12573867291212082) | > loss_disc_real_1: 0.17524412274360657 (0.19284644350409508) | > loss_disc_real_2: 0.15399502217769623 (0.17235422506928444) | > loss_disc_real_3: 0.24437971413135529 (0.24816503375768661) | > loss_disc_real_4: 0.2705953121185303 (0.29715533554553986) | > loss_disc_real_5: 0.2055440992116928 (0.23690837249159813) | > loss_0: 2.2217578887939453 (2.299476385116577) | > loss_gen: 2.6823790073394775 (2.684145987033844) | > loss_kl: 1.8664180040359497 (2.0403692424297333) | > loss_feat: 8.873702049255371 (8.027083158493042) | > loss_mel: 14.249502182006836 (13.6815185546875) | > loss_duration: 1.7850146293640137 (1.8334862291812897) | > loss_1: 29.457015991210938 (28.266603469848633) --> EVAL PERFORMANCE | > avg_loader_time: 0.32352757453918457 (-0.00134354829788208) | > avg_loss_disc: 2.299476385116577 (+0.10580438375473022) | > avg_loss_disc_real_0: 0.12573867291212082 (+0.03573177009820938) | > avg_loss_disc_real_1: 0.19284644350409508 (+0.007860071957111359) | > avg_loss_disc_real_2: 0.17235422506928444 (+0.003773525357246399) | > avg_loss_disc_real_3: 0.24816503375768661 (-0.024462558329105377) | > avg_loss_disc_real_4: 0.29715533554553986 (+0.06513692811131477) | > avg_loss_disc_real_5: 0.23690837249159813 (+0.02557232230901718) | > avg_loss_0: 2.299476385116577 (+0.10580438375473022) | > avg_loss_gen: 2.684145987033844 (-0.040506601333618164) | > avg_loss_kl: 2.0403692424297333 (-0.012237399816513062) | > avg_loss_feat: 8.027083158493042 (-1.028489589691162) | > avg_loss_mel: 13.6815185546875 (-0.24240589141845703) | > avg_loss_duration: 1.8334862291812897 (-0.012736111879348755) | > avg_loss_1: 28.266603469848633 (-1.3363752365112305)  > EPOCH: 457/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 22:16:52)   --> TIME: 2025-05-11 22:17:05 -- STEP: 12/725 -- GLOBAL_STEP: 377200 | > loss_disc: 2.1791834831237793 (2.196327288945516) | > loss_disc_real_0: 0.1370801031589508 (0.1341632722566525) | > loss_disc_real_1: 0.19096437096595764 (0.1900444726149241) | > loss_disc_real_2: 0.1879291534423828 (0.18491574252645174) | > loss_disc_real_3: 0.20527438819408417 (0.2032992554207643) | > loss_disc_real_4: 0.16901341080665588 (0.1940444236000379) | > loss_disc_real_5: 0.19647307693958282 (0.2067310499648253) | > loss_0: 2.1791834831237793 (2.196327288945516) | > grad_norm_0: tensor(21.9094, device='cuda:0') (tensor(16.5868, device='cuda:0')) | > loss_gen: 2.7312536239624023 (2.75119556983312) | > loss_kl: 1.8053460121154785 (1.7760069568951924) | > loss_feat: 7.914766311645508 (8.499436020851135) | > loss_mel: 12.912306785583496 (13.498029232025146) | > loss_duration: 1.6794583797454834 (1.6665208141009014) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.043132781982422 (28.1911883354187) | > grad_norm_1: tensor(353.0955, device='cuda:0') (tensor(341.7896, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8444 (0.8437788089116415) | > loader_time: 0.0092 (0.009887973467508951)  --> TIME: 2025-05-11 22:17:49 -- STEP: 62/725 -- GLOBAL_STEP: 377250 | > loss_disc: 2.4226512908935547 (2.2112520356332106) | > loss_disc_real_0: 0.11830580979585648 (0.13659552268443564) | > loss_disc_real_1: 0.1983102560043335 (0.19241633194108163) | > loss_disc_real_2: 0.1814703792333603 (0.1891043380864205) | > loss_disc_real_3: 0.2206803262233734 (0.20579436445428478) | > loss_disc_real_4: 0.1993718147277832 (0.19450626906848723) | > loss_disc_real_5: 0.24966181814670563 (0.20899434724161703) | > loss_0: 2.4226512908935547 (2.2112520356332106) | > grad_norm_0: tensor(13.8649, device='cuda:0') (tensor(18.1606, device='cuda:0')) | > loss_gen: 2.4603545665740967 (2.746988807955095) | > loss_kl: 1.655754804611206 (1.6952870661212551) | > loss_feat: 7.074406623840332 (8.272994564425561) | > loss_mel: 13.09949016571045 (13.076032146330803) | > loss_duration: 1.6968079805374146 (1.6604398815862593) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.986812591552734 (27.45174247987809) | > grad_norm_1: tensor(254.3537, device='cuda:0') (tensor(335.6281, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8487 (0.8617781746772027) | > loader_time: 0.0101 (0.010100603103637695)  --> TIME: 2025-05-11 22:18:33 -- STEP: 112/725 -- GLOBAL_STEP: 377300 | > loss_disc: 2.1515204906463623 (2.2117667879377083) | > loss_disc_real_0: 0.12759532034397125 (0.13763904737840807) | > loss_disc_real_1: 0.1749740093946457 (0.19170281437358686) | > loss_disc_real_2: 0.1823502480983734 (0.18934062881661315) | > loss_disc_real_3: 0.1918029636144638 (0.20542791751878603) | > loss_disc_real_4: 0.19306020438671112 (0.19496717250772885) | > loss_disc_real_5: 0.18754282593727112 (0.20875802130571433) | > loss_0: 2.1515204906463623 (2.2117667879377083) | > grad_norm_0: tensor(25.0628, device='cuda:0') (tensor(18.1901, device='cuda:0')) | > loss_gen: 2.807572364807129 (2.7448049975293025) | > loss_kl: 1.6694070100784302 (1.6961306205817632) | > loss_feat: 8.163713455200195 (8.240574496132988) | > loss_mel: 11.972867012023926 (12.971478870936805) | > loss_duration: 1.66508948802948 (1.6645051836967468) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.278648376464844 (27.31749427318573) | > grad_norm_1: tensor(475.5681, device='cuda:0') (tensor(311.7322, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.827 (0.8633939347096852) | > loader_time: 0.0099 (0.010250523686409)  --> TIME: 2025-05-11 22:19:16 -- STEP: 162/725 -- GLOBAL_STEP: 377350 | > loss_disc: 2.2368428707122803 (2.2020094482987007) | > loss_disc_real_0: 0.17506790161132812 (0.13697709598475033) | > loss_disc_real_1: 0.18652848899364471 (0.19004071218731966) | > loss_disc_real_2: 0.2089998871088028 (0.18904530882467455) | > loss_disc_real_3: 0.20225611329078674 (0.20526166333828444) | > loss_disc_real_4: 0.19135338068008423 (0.1945672796832191) | > loss_disc_real_5: 0.26502540707588196 (0.20853592933695994) | > loss_0: 2.2368428707122803 (2.2020094482987007) | > grad_norm_0: tensor(25.9325, device='cuda:0') (tensor(18.2953, device='cuda:0')) | > loss_gen: 2.7951226234436035 (2.7614465274928524) | > loss_kl: 1.786332130432129 (1.7022217593075324) | > loss_feat: 8.313597679138184 (8.304558453736483) | > loss_mel: 13.396080017089844 (12.93563935786118) | > loss_duration: 1.610095500946045 (1.6649121877587865) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.901227951049805 (27.368778428913636) | > grad_norm_1: tensor(402.8185, device='cuda:0') (tensor(316.1821, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.84 (0.8622271234606519) | > loader_time: 0.0098 (0.010199302508507245)  --> TIME: 2025-05-11 22:20:01 -- STEP: 212/725 -- GLOBAL_STEP: 377400 | > loss_disc: 2.3052759170532227 (2.2049731319805352) | > loss_disc_real_0: 0.1816076785326004 (0.13741556678037606) | > loss_disc_real_1: 0.207015261054039 (0.1903758822184689) | > loss_disc_real_2: 0.20160427689552307 (0.1895082517052596) | > loss_disc_real_3: 0.22934214770793915 (0.20584503547200617) | > loss_disc_real_4: 0.24188563227653503 (0.19481625935097913) | > loss_disc_real_5: 0.20972004532814026 (0.20780012419201294) | > loss_0: 2.3052759170532227 (2.2049731319805352) | > grad_norm_0: tensor(33.6289, device='cuda:0') (tensor(19.7626, device='cuda:0')) | > loss_gen: 2.674083948135376 (2.764143821203483) | > loss_kl: 1.7274668216705322 (1.701294160676453) | > loss_feat: 7.093325138092041 (8.270475227877776) | > loss_mel: 11.897408485412598 (12.885531708879293) | > loss_duration: 1.6890373229980469 (1.665519536103842) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.081321716308594 (27.286964506473183) | > grad_norm_1: tensor(506.9949, device='cuda:0') (tensor(327.9346, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8554 (0.8638176929275945) | > loader_time: 0.0109 (0.010266636902431273)  --> TIME: 2025-05-11 22:20:44 -- STEP: 262/725 -- GLOBAL_STEP: 377450 | > loss_disc: 2.24617338180542 (2.2066618731913668) | > loss_disc_real_0: 0.16230447590351105 (0.13763563735908235) | > loss_disc_real_1: 0.18986466526985168 (0.19049101294452) | > loss_disc_real_2: 0.1760559231042862 (0.18925449360190452) | > loss_disc_real_3: 0.21557722985744476 (0.20598793735030954) | > loss_disc_real_4: 0.1723010241985321 (0.1949535720903455) | > loss_disc_real_5: 0.22148117423057556 (0.20827774982188493) | > loss_0: 2.24617338180542 (2.2066618731913668) | > grad_norm_0: tensor(20.0912, device='cuda:0') (tensor(20.0971, device='cuda:0')) | > loss_gen: 2.551129102706909 (2.759309391029008) | > loss_kl: 1.695491075515747 (1.7079544722578912) | > loss_feat: 7.353142261505127 (8.25180062628884) | > loss_mel: 12.43384838104248 (12.862726295267354) | > loss_duration: 1.6539949178695679 (1.6661532466648186) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.687606811523438 (27.247944074732658) | > grad_norm_1: tensor(231.3279, device='cuda:0') (tensor(334.8032, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8972 (0.8632278587981945) | > loader_time: 0.0105 (0.010268507112983528)  --> TIME: 2025-05-11 22:21:29 -- STEP: 312/725 -- GLOBAL_STEP: 377500 | > loss_disc: 2.174159288406372 (2.207337688177058) | > loss_disc_real_0: 0.13903982937335968 (0.13802995893340084) | > loss_disc_real_1: 0.18753935396671295 (0.19060021490813828) | > loss_disc_real_2: 0.17401555180549622 (0.18953961616334242) | > loss_disc_real_3: 0.19619905948638916 (0.20614089706960398) | > loss_disc_real_4: 0.15192201733589172 (0.19455760507247388) | > loss_disc_real_5: 0.18936777114868164 (0.20778675300952715) | > loss_0: 2.174159288406372 (2.207337688177058) | > grad_norm_0: tensor(15.8833, device='cuda:0') (tensor(20.9149, device='cuda:0')) | > loss_gen: 2.6397643089294434 (2.760492902535659) | > loss_kl: 1.7055844068527222 (1.7107414637620633) | > loss_feat: 8.540489196777344 (8.23434394292342) | > loss_mel: 12.567122459411621 (12.834598642129164) | > loss_duration: 1.6385886669158936 (1.6649220788326011) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.091548919677734 (27.205099099721675) | > grad_norm_1: tensor(301.9287, device='cuda:0') (tensor(343.9852, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8587 (0.8652330201405746) | > loader_time: 0.0121 (0.010254678053733635)  --> TIME: 2025-05-11 22:22:13 -- STEP: 362/725 -- GLOBAL_STEP: 377550 | > loss_disc: 2.1347885131835938 (2.2060386624125488) | > loss_disc_real_0: 0.14270444214344025 (0.1376055961896702) | > loss_disc_real_1: 0.19883394241333008 (0.19032603654578245) | > loss_disc_real_2: 0.19973506033420563 (0.1893551487949013) | > loss_disc_real_3: 0.18772047758102417 (0.2060061162183298) | > loss_disc_real_4: 0.17399130761623383 (0.194836778947003) | > loss_disc_real_5: 0.1962319165468216 (0.20752550138788328) | > loss_0: 2.1347885131835938 (2.2060386624125488) | > grad_norm_0: tensor(24.8821, device='cuda:0') (tensor(21.0025, device='cuda:0')) | > loss_gen: 3.0154061317443848 (2.7607203307072763) | > loss_kl: 1.6873276233673096 (1.709989262549258) | > loss_feat: 8.941484451293945 (8.23159394870146) | > loss_mel: 13.234353065490723 (12.830808104731101) | > loss_duration: 1.6174736022949219 (1.6638339827073865) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.496044158935547 (27.196945675170234) | > grad_norm_1: tensor(420.7069, device='cuda:0') (tensor(351.8026, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8569 (0.8653385164987976) | > loader_time: 0.0099 (0.010297452547273595)  --> TIME: 2025-05-11 22:22:57 -- STEP: 412/725 -- GLOBAL_STEP: 377600 | > loss_disc: 2.2197961807250977 (2.2064685320969937) | > loss_disc_real_0: 0.0918472558259964 (0.13777379810954773) | > loss_disc_real_1: 0.18569333851337433 (0.1904842813761489) | > loss_disc_real_2: 0.21711593866348267 (0.18950957710881836) | > loss_disc_real_3: 0.17924825847148895 (0.2060072740666496) | > loss_disc_real_4: 0.1928417831659317 (0.1947809445481856) | > loss_disc_real_5: 0.23011618852615356 (0.20780876850329558) | > loss_0: 2.2197961807250977 (2.2064685320969937) | > grad_norm_0: tensor(39.2909, device='cuda:0') (tensor(21.2416, device='cuda:0')) | > loss_gen: 2.781571865081787 (2.7632348028201505) | > loss_kl: 1.6359494924545288 (1.7081409397634488) | > loss_feat: 8.233031272888184 (8.230581421296565) | > loss_mel: 12.281291007995605 (12.842358438714037) | > loss_duration: 1.665125846862793 (1.6639770981177537) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.596969604492188 (27.20829272501678) | > grad_norm_1: tensor(565.5201, device='cuda:0') (tensor(356.3353, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8791 (0.8653736542729498) | > loader_time: 0.0096 (0.0102944489821647)  --> TIME: 2025-05-11 22:23:41 -- STEP: 462/725 -- GLOBAL_STEP: 377650 | > loss_disc: 2.162202835083008 (2.2043961954839326) | > loss_disc_real_0: 0.14417366683483124 (0.13798810696447056) | > loss_disc_real_1: 0.17801949381828308 (0.19022650732880547) | > loss_disc_real_2: 0.1906675547361374 (0.1891185382937456) | > loss_disc_real_3: 0.21070972084999084 (0.2058329243229065) | > loss_disc_real_4: 0.19456374645233154 (0.19451174178680816) | > loss_disc_real_5: 0.20728665590286255 (0.2074093528059654) | > loss_0: 2.162202835083008 (2.2043961954839326) | > grad_norm_0: tensor(18.2410, device='cuda:0') (tensor(21.5236, device='cuda:0')) | > loss_gen: 2.8328511714935303 (2.7667155110990853) | > loss_kl: 1.7651463747024536 (1.70744105721965) | > loss_feat: 8.71712589263916 (8.252827219116732) | > loss_mel: 12.782788276672363 (12.865313137764538) | > loss_duration: 1.699013590812683 (1.6637549328081531) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.796924591064453 (27.256051880972734) | > grad_norm_1: tensor(373.1047, device='cuda:0') (tensor(359.4288, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8164 (0.8646502969584939) | > loader_time: 0.0103 (0.010277322360447478)  --> TIME: 2025-05-11 22:24:25 -- STEP: 512/725 -- GLOBAL_STEP: 377700 | > loss_disc: 2.1976189613342285 (2.2052119837608215) | > loss_disc_real_0: 0.10990042239427567 (0.13765421380230697) | > loss_disc_real_1: 0.2090817540884018 (0.19032077855081297) | > loss_disc_real_2: 0.15907232463359833 (0.18907905329251662) | > loss_disc_real_3: 0.19367265701293945 (0.20574729717918672) | > loss_disc_real_4: 0.1749376654624939 (0.19481355082825758) | > loss_disc_real_5: 0.22638776898384094 (0.20772902440512553) | > loss_0: 2.1976189613342285 (2.2052119837608215) | > grad_norm_0: tensor(19.1599, device='cuda:0') (tensor(21.2694, device='cuda:0')) | > loss_gen: 2.771625518798828 (2.762228883802891) | > loss_kl: 1.771327257156372 (1.7075769111979753) | > loss_feat: 8.261727333068848 (8.241860646754493) | > loss_mel: 12.697789192199707 (12.858489947393537) | > loss_duration: 1.6353439092636108 (1.6645538336597379) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.1378116607666 (27.234710235148675) | > grad_norm_1: tensor(356.0999, device='cuda:0') (tensor(356.3069, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8543 (0.8645575698465109) | > loader_time: 0.0109 (0.010297791566699745)  --> TIME: 2025-05-11 22:25:08 -- STEP: 562/725 -- GLOBAL_STEP: 377750 | > loss_disc: 2.3211050033569336 (2.204432117345072) | > loss_disc_real_0: 0.12975525856018066 (0.13727905947277558) | > loss_disc_real_1: 0.18035341799259186 (0.19014432079745358) | > loss_disc_real_2: 0.21430635452270508 (0.1889419116583583) | > loss_disc_real_3: 0.19774097204208374 (0.20556482723068928) | > loss_disc_real_4: 0.2565685510635376 (0.19504007609607496) | > loss_disc_real_5: 0.21051810681819916 (0.20805448484590466) | > loss_0: 2.3211050033569336 (2.204432117345072) | > grad_norm_0: tensor(24.8265, device='cuda:0') (tensor(21.2318, device='cuda:0')) | > loss_gen: 2.611419200897217 (2.763368528508632) | > loss_kl: 1.8318005800247192 (1.7120518442574768) | > loss_feat: 7.507633686065674 (8.250914320826949) | > loss_mel: 11.463303565979004 (12.87058163537674) | > loss_duration: 1.6398825645446777 (1.6646779943191279) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.054040908813477 (27.261594348106534) | > grad_norm_1: tensor(339.1473, device='cuda:0') (tensor(358.8008, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.9088 (0.8640781344043826) | > loader_time: 0.0113 (0.0102780102835007)  --> TIME: 2025-05-11 22:25:52 -- STEP: 612/725 -- GLOBAL_STEP: 377800 | > loss_disc: 2.199770927429199 (2.204167231040844) | > loss_disc_real_0: 0.12302280217409134 (0.1372033570302663) | > loss_disc_real_1: 0.1785234808921814 (0.19015084224101755) | > loss_disc_real_2: 0.20032791793346405 (0.18892588244836309) | > loss_disc_real_3: 0.1979176253080368 (0.2055080057261815) | > loss_disc_real_4: 0.18918703496456146 (0.19505214669248652) | > loss_disc_real_5: 0.21719977259635925 (0.20794297053533445) | > loss_0: 2.199770927429199 (2.204167231040844) | > grad_norm_0: tensor(15.5397, device='cuda:0') (tensor(21.3824, device='cuda:0')) | > loss_gen: 2.672116756439209 (2.763696510807363) | > loss_kl: 1.685117244720459 (1.7127741370715348) | > loss_feat: 8.146135330200195 (8.260181753463991) | > loss_mel: 13.436873435974121 (12.876218546449744) | > loss_duration: 1.588143229484558 (1.664215694650325) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.52838706970215 (27.277086675556664) | > grad_norm_1: tensor(283.8993, device='cuda:0') (tensor(359.5473, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8269 (0.8643686128597633) | > loader_time: 0.0091 (0.010263829449422997)  --> TIME: 2025-05-11 22:26:36 -- STEP: 662/725 -- GLOBAL_STEP: 377850 | > loss_disc: 2.234009027481079 (2.2040498319709414) | > loss_disc_real_0: 0.11076784878969193 (0.13701593994058886) | > loss_disc_real_1: 0.19321490824222565 (0.19005699376955476) | > loss_disc_real_2: 0.20015588402748108 (0.18866358537598316) | > loss_disc_real_3: 0.2128201276063919 (0.20556214382010995) | > loss_disc_real_4: 0.18734700977802277 (0.19523737361243848) | > loss_disc_real_5: 0.20287112891674042 (0.20810080488462823) | > loss_0: 2.234009027481079 (2.2040498319709414) | > grad_norm_0: tensor(11.8705, device='cuda:0') (tensor(21.3751, device='cuda:0')) | > loss_gen: 2.557929277420044 (2.764169913764448) | > loss_kl: 1.6532552242279053 (1.7157661010851673) | > loss_feat: 7.608282089233398 (8.263242638003074) | > loss_mel: 12.466964721679688 (12.890097904781555) | > loss_duration: 1.6695448160171509 (1.6646691560745233) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.955976486206055 (27.297945763049174) | > grad_norm_1: tensor(340.1855, device='cuda:0') (tensor(360.4082, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8971 (0.8646448681361726) | > loader_time: 0.0102 (0.010236764602430629)  --> TIME: 2025-05-11 22:27:21 -- STEP: 712/725 -- GLOBAL_STEP: 377900 | > loss_disc: 2.122711658477783 (2.2056954883122724) | > loss_disc_real_0: 0.13895638287067413 (0.1370474337129279) | > loss_disc_real_1: 0.1642700433731079 (0.19017753697764322) | > loss_disc_real_2: 0.1812431514263153 (0.1888134554028511) | > loss_disc_real_3: 0.20860251784324646 (0.2056122036713562) | > loss_disc_real_4: 0.17038089036941528 (0.19521117398745563) | > loss_disc_real_5: 0.21812982857227325 (0.20830613355874344) | > loss_0: 2.122711658477783 (2.2056954883122724) | > grad_norm_0: tensor(11.7462, device='cuda:0') (tensor(21.2535, device='cuda:0')) | > loss_gen: 2.8678126335144043 (2.7612737534421217) | > loss_kl: 1.8536982536315918 (1.7134967180115452) | > loss_feat: 8.492209434509277 (8.253164840548221) | > loss_mel: 13.373824119567871 (12.882192826003166) | > loss_duration: 1.6373634338378906 (1.6643180334835903) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.22490692138672 (27.274446214182998) | > grad_norm_1: tensor(165.5182, device='cuda:0') (tensor(358.7298, device='cuda:0')) | > current_lr_0: 0.000188894526027536 | > current_lr_1: 0.000188894526027536 | > step_time: 0.8378 (0.8648317667205682) | > loader_time: 0.0101 (0.010243939884592974)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.425386905670166 (2.425386905670166) | > loss_disc_real_0: 0.1634853333234787 (0.1634853333234787) | > loss_disc_real_1: 0.18955814838409424 (0.18955814838409424) | > loss_disc_real_2: 0.23544247448444366 (0.23544247448444366) | > loss_disc_real_3: 0.1900351494550705 (0.1900351494550705) | > loss_disc_real_4: 0.2637132704257965 (0.2637132704257965) | > loss_disc_real_5: 0.24555112421512604 (0.24555112421512604) | > loss_0: 2.425386905670166 (2.425386905670166) | > loss_gen: 2.5275344848632812 (2.5275344848632812) | > loss_kl: 2.09755802154541 (2.09755802154541) | > loss_feat: 7.932201385498047 (7.932201385498047) | > loss_mel: 13.183472633361816 (13.183472633361816) | > loss_duration: 1.7330271005630493 (1.7330271005630493) | > loss_1: 27.473793029785156 (27.473793029785156)  --> STEP: 1 | > loss_disc: 2.2954511642456055 (2.2954511642456055) | > loss_disc_real_0: 0.13551096618175507 (0.13551096618175507) | > loss_disc_real_1: 0.20143429934978485 (0.20143429934978485) | > loss_disc_real_2: 0.22968198359012604 (0.22968198359012604) | > loss_disc_real_3: 0.17219650745391846 (0.17219650745391846) | > loss_disc_real_4: 0.23813582956790924 (0.23813582956790924) | > loss_disc_real_5: 0.23265990614891052 (0.23265990614891052) | > loss_0: 2.2954511642456055 (2.2954511642456055) | > loss_gen: 2.649374485015869 (2.649374485015869) | > loss_kl: 2.296074628829956 (2.296074628829956) | > loss_feat: 8.660497665405273 (8.660497665405273) | > loss_mel: 14.25573444366455 (14.25573444366455) | > loss_duration: 1.8522814512252808 (1.8522814512252808) | > loss_1: 29.71396255493164 (29.71396255493164)  --> STEP: 2 | > loss_disc: 2.3298821449279785 (2.312666654586792) | > loss_disc_real_0: 0.15501023828983307 (0.14526060223579407) | > loss_disc_real_1: 0.19896359741687775 (0.2001989483833313) | > loss_disc_real_2: 0.23147322237491608 (0.23057760298252106) | > loss_disc_real_3: 0.1969262957572937 (0.18456140160560608) | > loss_disc_real_4: 0.2702346444129944 (0.2541852369904518) | > loss_disc_real_5: 0.22998358309268951 (0.23132174462080002) | > loss_0: 2.3298821449279785 (2.312666654586792) | > loss_gen: 2.678647041320801 (2.664010763168335) | > loss_kl: 2.0169668197631836 (2.15652072429657) | > loss_feat: 7.596457481384277 (8.128477573394775) | > loss_mel: 14.031621932983398 (14.143678188323975) | > loss_duration: 1.8577241897583008 (1.8550028204917908) | > loss_1: 28.181415557861328 (28.947689056396484)  --> STEP: 3 | > loss_disc: 2.256343126296997 (2.2938921451568604) | > loss_disc_real_0: 0.14041927456855774 (0.1436468263467153) | > loss_disc_real_1: 0.20356546342372894 (0.20132112006346384) | > loss_disc_real_2: 0.22691455483436584 (0.229356586933136) | > loss_disc_real_3: 0.18057923018932343 (0.18323401113351187) | > loss_disc_real_4: 0.2509491741657257 (0.2531065493822098) | > loss_disc_real_5: 0.24135136604309082 (0.23466495176156363) | > loss_0: 2.256343126296997 (2.2938921451568604) | > loss_gen: 2.784177780151367 (2.704066435496012) | > loss_kl: 2.10943341255188 (2.1408249537150064) | > loss_feat: 8.176331520080566 (8.144428888956705) | > loss_mel: 13.947741508483887 (14.078365961710611) | > loss_duration: 1.850821852684021 (1.8536091645558674) | > loss_1: 28.868505477905273 (28.921294530232746)  --> STEP: 4 | > loss_disc: 2.271219491958618 (2.2882239818573) | > loss_disc_real_0: 0.12805719673633575 (0.1397494189441204) | > loss_disc_real_1: 0.21531344950199127 (0.2048192024230957) | > loss_disc_real_2: 0.2445824295282364 (0.2331630475819111) | > loss_disc_real_3: 0.19528187811374664 (0.18624597787857056) | > loss_disc_real_4: 0.23662588000297546 (0.2489863820374012) | > loss_disc_real_5: 0.1854882836341858 (0.22237078472971916) | > loss_0: 2.271219491958618 (2.2882239818573) | > loss_gen: 2.543529748916626 (2.6639322638511658) | > loss_kl: 2.1686959266662598 (2.14779269695282) | > loss_feat: 6.532320499420166 (7.741401791572571) | > loss_mel: 12.082588195800781 (13.579421520233154) | > loss_duration: 1.760826587677002 (1.8304135203361511) | > loss_1: 25.08795928955078 (27.962960720062256) --> EVAL PERFORMANCE | > avg_loader_time: 0.3298090100288391 (+0.006281435489654541) | > avg_loss_disc: 2.2882239818573 (-0.011252403259277344) | > avg_loss_disc_real_0: 0.1397494189441204 (+0.014010746031999588) | > avg_loss_disc_real_1: 0.2048192024230957 (+0.011972758919000626) | > avg_loss_disc_real_2: 0.2331630475819111 (+0.06080882251262665) | > avg_loss_disc_real_3: 0.18624597787857056 (-0.06191905587911606) | > avg_loss_disc_real_4: 0.2489863820374012 (-0.04816895350813866) | > avg_loss_disc_real_5: 0.22237078472971916 (-0.014537587761878967) | > avg_loss_0: 2.2882239818573 (-0.011252403259277344) | > avg_loss_gen: 2.6639322638511658 (-0.020213723182678223) | > avg_loss_kl: 2.14779269695282 (+0.10742345452308655) | > avg_loss_feat: 7.741401791572571 (-0.2856813669204712) | > avg_loss_mel: 13.579421520233154 (-0.1020970344543457) | > avg_loss_duration: 1.8304135203361511 (-0.00307270884513855) | > avg_loss_1: 27.962960720062256 (-0.30364274978637695)  > EPOCH: 458/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 22:27:38)   --> TIME: 2025-05-11 22:28:13 -- STEP: 37/725 -- GLOBAL_STEP: 377950 | > loss_disc: 2.2542824745178223 (2.2408820809544743) | > loss_disc_real_0: 0.1749647706747055 (0.1422418243176229) | > loss_disc_real_1: 0.18717527389526367 (0.19121110882308032) | > loss_disc_real_2: 0.16884908080101013 (0.18836776026197383) | > loss_disc_real_3: 0.17773665487766266 (0.20869096147047506) | > loss_disc_real_4: 0.18527032434940338 (0.19675401658625216) | > loss_disc_real_5: 0.2106500267982483 (0.21463921625871915) | > loss_0: 2.2542824745178223 (2.2408820809544743) | > grad_norm_0: tensor(39.3240, device='cuda:0') (tensor(17.9268, device='cuda:0')) | > loss_gen: 2.7037603855133057 (2.700803247657982) | > loss_kl: 1.8118072748184204 (1.758997739972295) | > loss_feat: 8.040504455566406 (8.00654988675504) | > loss_mel: 11.924308776855469 (12.68604732204128) | > loss_duration: 1.6640719175338745 (1.6603649468035313) | > amp_scaler: 512.0 (304.43243243243245) | > loss_1: 26.144453048706055 (26.812763317211253) | > grad_norm_1: tensor(497.6729, device='cuda:0') (tensor(255.4636, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.9054 (0.8622276267489871) | > loader_time: 0.0103 (0.009841738520441828)  --> TIME: 2025-05-11 22:28:57 -- STEP: 87/725 -- GLOBAL_STEP: 378000 | > loss_disc: 2.2232298851013184 (2.22728208015705) | > loss_disc_real_0: 0.133758544921875 (0.13865922905247793) | > loss_disc_real_1: 0.1887059509754181 (0.1914046045349932) | > loss_disc_real_2: 0.18927635252475739 (0.18918331309981729) | > loss_disc_real_3: 0.20312562584877014 (0.2068417918408054) | > loss_disc_real_4: 0.20331838726997375 (0.19638128064829727) | > loss_disc_real_5: 0.17865748703479767 (0.2117427966032905) | > loss_0: 2.2232298851013184 (2.22728208015705) | > grad_norm_0: tensor(8.0801, device='cuda:0') (tensor(22.4496, device='cuda:0')) | > loss_gen: 2.7650136947631836 (2.7378549301761326) | > loss_kl: 1.7183723449707031 (1.7392575233832173) | > loss_feat: 8.344210624694824 (8.035946166378327) | > loss_mel: 13.102819442749023 (12.676818716114962) | > loss_duration: 1.6438851356506348 (1.662463854099142) | > amp_scaler: 256.0 (376.64367816091965) | > loss_1: 27.57430076599121 (26.85234139979571) | > grad_norm_1: tensor(268.6039, device='cuda:0') (tensor(334.9460, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8379 (0.8636344465716131) | > loader_time: 0.0109 (0.010059770496412256) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_378000.pth  --> TIME: 2025-05-11 22:29:43 -- STEP: 137/725 -- GLOBAL_STEP: 378050 | > loss_disc: 2.289716958999634 (2.219885622497892) | > loss_disc_real_0: 0.13870581984519958 (0.13672930415529405) | > loss_disc_real_1: 0.17858238518238068 (0.1904031521212445) | > loss_disc_real_2: 0.21801027655601501 (0.18971805481144982) | > loss_disc_real_3: 0.1941312700510025 (0.20620932359329974) | > loss_disc_real_4: 0.1947191059589386 (0.19593073199265199) | > loss_disc_real_5: 0.23689649999141693 (0.21111030398059066) | > loss_0: 2.289716958999634 (2.219885622497892) | > grad_norm_0: tensor(18.3606, device='cuda:0') (tensor(22.0043, device='cuda:0')) | > loss_gen: 2.6622872352600098 (2.745166185128429) | > loss_kl: 1.8408454656600952 (1.7355137201991395) | > loss_feat: 7.164482593536377 (8.1382109544573) | > loss_mel: 11.350157737731934 (12.798880208147702) | > loss_duration: 1.6444586515426636 (1.6627342544332908) | > amp_scaler: 256.0 (332.6131386861314) | > loss_1: 24.6622314453125 (27.080505329326993) | > grad_norm_1: tensor(336.0973, device='cuda:0') (tensor(348.8903, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8307 (0.8624401510196881) | > loader_time: 0.0094 (0.010118996139860502)  --> TIME: 2025-05-11 22:30:27 -- STEP: 187/725 -- GLOBAL_STEP: 378100 | > loss_disc: 2.130214214324951 (2.2179698383106894) | > loss_disc_real_0: 0.12818260490894318 (0.13834710725966612) | > loss_disc_real_1: 0.2199958860874176 (0.1902923382380429) | > loss_disc_real_2: 0.17856697738170624 (0.19028593360740234) | > loss_disc_real_3: 0.1951184719800949 (0.205878300781556) | > loss_disc_real_4: 0.19588232040405273 (0.19598094768383928) | > loss_disc_real_5: 0.19880206882953644 (0.20988416990494346) | > loss_0: 2.130214214324951 (2.2179698383106894) | > grad_norm_0: tensor(22.3248, device='cuda:0') (tensor(22.2324, device='cuda:0')) | > loss_gen: 2.733720064163208 (2.748438317507984) | > loss_kl: 1.9204599857330322 (1.7361541552977129) | > loss_feat: 9.197249412536621 (8.144621724113422) | > loss_mel: 14.083235740661621 (12.80240610194079) | > loss_duration: 1.6791377067565918 (1.6644508360541443) | > amp_scaler: 256.0 (312.1283422459891) | > loss_1: 29.61380386352539 (27.09607114128888) | > grad_norm_1: tensor(532.0974, device='cuda:0') (tensor(362.8885, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8739 (0.8652682329881638) | > loader_time: 0.0101 (0.010165622527586578)  --> TIME: 2025-05-11 22:31:12 -- STEP: 237/725 -- GLOBAL_STEP: 378150 | > loss_disc: 2.182363986968994 (2.2180299768970984) | > loss_disc_real_0: 0.1847122758626938 (0.1391260246687297) | > loss_disc_real_1: 0.21554191410541534 (0.19039840310937742) | > loss_disc_real_2: 0.19818128645420074 (0.1899408381196517) | > loss_disc_real_3: 0.25212201476097107 (0.2058133819938209) | > loss_disc_real_4: 0.2136155366897583 (0.19606269751420005) | > loss_disc_real_5: 0.22840620577335358 (0.20981146181434518) | > loss_0: 2.182363986968994 (2.2180299768970984) | > grad_norm_0: tensor(34.0075, device='cuda:0') (tensor(23.3118, device='cuda:0')) | > loss_gen: 2.8754732608795166 (2.754719567198291) | > loss_kl: 1.8264007568359375 (1.7319645157343224) | > loss_feat: 8.802764892578125 (8.153051664054649) | > loss_mel: 13.590925216674805 (12.81516273514631) | > loss_duration: 1.6342860460281372 (1.6643722102611882) | > amp_scaler: 256.0 (300.2869198312234) | > loss_1: 28.72985076904297 (27.119270702957603) | > grad_norm_1: tensor(483.1896, device='cuda:0') (tensor(370.5526, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8303 (0.8661075694651543) | > loader_time: 0.0096 (0.010217625380568357)  --> TIME: 2025-05-11 22:31:56 -- STEP: 287/725 -- GLOBAL_STEP: 378200 | > loss_disc: 2.2752368450164795 (2.220173849876749) | > loss_disc_real_0: 0.15146221220493317 (0.13879825109907973) | > loss_disc_real_1: 0.22692739963531494 (0.19068765401424845) | > loss_disc_real_2: 0.2016730010509491 (0.19000545590596749) | > loss_disc_real_3: 0.21715962886810303 (0.2060475828132563) | > loss_disc_real_4: 0.22235246002674103 (0.19585830196478643) | > loss_disc_real_5: 0.21965469419956207 (0.2102697789669037) | > loss_0: 2.2752368450164795 (2.220173849876749) | > grad_norm_0: tensor(14.5917, device='cuda:0') (tensor(22.7834, device='cuda:0')) | > loss_gen: 2.6359567642211914 (2.74543904178234) | > loss_kl: 1.8446779251098633 (1.727231796610231) | > loss_feat: 7.338986396789551 (8.130477277244015) | > loss_mel: 12.05152416229248 (12.812082111212431) | > loss_duration: 1.6762977838516235 (1.6647602747541688) | > amp_scaler: 256.0 (292.57142857142844) | > loss_1: 25.547441482543945 (27.079990493295917) | > grad_norm_1: tensor(410.0769, device='cuda:0') (tensor(369.3213, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.819 (0.8656095569557432) | > loader_time: 0.0096 (0.010261006471587385)  --> TIME: 2025-05-11 22:32:40 -- STEP: 337/725 -- GLOBAL_STEP: 378250 | > loss_disc: 2.2105095386505127 (2.218900647290736) | > loss_disc_real_0: 0.09195619821548462 (0.13848395581503656) | > loss_disc_real_1: 0.17469742894172668 (0.19048702115474894) | > loss_disc_real_2: 0.19673295319080353 (0.1902750537285819) | > loss_disc_real_3: 0.20805872976779938 (0.20583736737333352) | > loss_disc_real_4: 0.1974598914384842 (0.19596096890970224) | > loss_disc_real_5: 0.2230633795261383 (0.21005005241324715) | > loss_0: 2.2105095386505127 (2.218900647290736) | > grad_norm_0: tensor(17.6672, device='cuda:0') (tensor(22.8030, device='cuda:0')) | > loss_gen: 2.7415719032287598 (2.7493723259481553) | > loss_kl: 1.800150752067566 (1.725073165638865) | > loss_feat: 8.896060943603516 (8.165909083731455) | > loss_mel: 13.232646942138672 (12.850772212450154) | > loss_duration: 1.637547492980957 (1.6640579470541075) | > amp_scaler: 256.0 (287.1454005934716) | > loss_1: 28.307979583740234 (27.155184754278253) | > grad_norm_1: tensor(343.3360, device='cuda:0') (tensor(370.8203, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.902 (0.8658118191387959) | > loader_time: 0.0105 (0.010230403979383509)  --> TIME: 2025-05-11 22:33:24 -- STEP: 387/725 -- GLOBAL_STEP: 378300 | > loss_disc: 2.220984697341919 (2.22235435262823) | > loss_disc_real_0: 0.1413610726594925 (0.13884395208854713) | > loss_disc_real_1: 0.20063181221485138 (0.19088248715998282) | > loss_disc_real_2: 0.20294640958309174 (0.19033518568335886) | > loss_disc_real_3: 0.22188323736190796 (0.20604298831726542) | > loss_disc_real_4: 0.20537854731082916 (0.19644147180771643) | > loss_disc_real_5: 0.22438286244869232 (0.21049321591084014) | > loss_0: 2.220984697341919 (2.22235435262823) | > grad_norm_0: tensor(13.2554, device='cuda:0') (tensor(22.2545, device='cuda:0')) | > loss_gen: 2.6853041648864746 (2.742060584923401) | > loss_kl: 1.4830050468444824 (1.7258679718934293) | > loss_feat: 7.910525798797607 (8.141817424340456) | > loss_mel: 12.673640251159668 (12.826879304200794) | > loss_duration: 1.7116694450378418 (1.6641173473624296) | > amp_scaler: 256.0 (283.1214470284237) | > loss_1: 26.46414566040039 (27.10074267522925) | > grad_norm_1: tensor(392.2636, device='cuda:0') (tensor(363.0260, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8883 (0.8657278484768339) | > loader_time: 0.0098 (0.010193858035775119)  --> TIME: 2025-05-11 22:34:08 -- STEP: 437/725 -- GLOBAL_STEP: 378350 | > loss_disc: 2.1440799236297607 (2.2205364172191326) | > loss_disc_real_0: 0.08569882065057755 (0.138544501067572) | > loss_disc_real_1: 0.16886885464191437 (0.1907122644597933) | > loss_disc_real_2: 0.18888340890407562 (0.19033851329603785) | > loss_disc_real_3: 0.20894430577754974 (0.20601671623829032) | > loss_disc_real_4: 0.20741800963878632 (0.19651208139393367) | > loss_disc_real_5: 0.19837075471878052 (0.21011182382805127) | > loss_0: 2.1440799236297607 (2.2205364172191326) | > grad_norm_0: tensor(25.4225, device='cuda:0') (tensor(22.6770, device='cuda:0')) | > loss_gen: 2.831373929977417 (2.7484170659455875) | > loss_kl: 1.698254108428955 (1.7260147551377256) | > loss_feat: 8.834460258483887 (8.162644973335874) | > loss_mel: 13.745180130004883 (12.841836839846122) | > loss_duration: 1.6242878437042236 (1.6639896857656657) | > amp_scaler: 256.0 (280.01830663615544) | > loss_1: 28.733556747436523 (27.142903360676705) | > grad_norm_1: tensor(635.9500, device='cuda:0') (tensor(370.8228, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8999 (0.865538824068327) | > loader_time: 0.0111 (0.010178048768905535)  --> TIME: 2025-05-11 22:34:51 -- STEP: 487/725 -- GLOBAL_STEP: 378400 | > loss_disc: 2.314124822616577 (2.2200065684759163) | > loss_disc_real_0: 0.10590588301420212 (0.13895013754005564) | > loss_disc_real_1: 0.19668488204479218 (0.1906594023628646) | > loss_disc_real_2: 0.17458444833755493 (0.19028611089537031) | > loss_disc_real_3: 0.18110914528369904 (0.20594657700531785) | > loss_disc_real_4: 0.20132246613502502 (0.19628381842338083) | > loss_disc_real_5: 0.19301193952560425 (0.2099306833695093) | > loss_0: 2.314124822616577 (2.2200065684759163) | > grad_norm_0: tensor(28.6264, device='cuda:0') (tensor(23.0999, device='cuda:0')) | > loss_gen: 2.3757262229919434 (2.751794118411242) | > loss_kl: 1.7914276123046875 (1.722189679038109) | > loss_feat: 7.025643348693848 (8.17645834897333) | > loss_mel: 11.227521896362305 (12.864696441979378) | > loss_duration: 1.6478931903839111 (1.664495583432411) | > amp_scaler: 256.0 (277.55236139630364) | > loss_1: 24.068214416503906 (27.17963419606798) | > grad_norm_1: tensor(423.9730, device='cuda:0') (tensor(376.6748, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.828 (0.8651240714032059) | > loader_time: 0.0093 (0.010178112151441633)  --> TIME: 2025-05-11 22:35:35 -- STEP: 537/725 -- GLOBAL_STEP: 378450 | > loss_disc: 2.2202045917510986 (2.2174671262336187) | > loss_disc_real_0: 0.13547316193580627 (0.1387366738649055) | > loss_disc_real_1: 0.2069276124238968 (0.19043872623359245) | > loss_disc_real_2: 0.22850856184959412 (0.18997249043298609) | > loss_disc_real_3: 0.20907364785671234 (0.2058038163507007) | > loss_disc_real_4: 0.19623614847660065 (0.19610915045831456) | > loss_disc_real_5: 0.21058882772922516 (0.20994008275605675) | > loss_0: 2.2202045917510986 (2.2174671262336187) | > grad_norm_0: tensor(22.4804, device='cuda:0') (tensor(22.7472, device='cuda:0')) | > loss_gen: 2.7106170654296875 (2.7511331781994692) | > loss_kl: 1.7548085451126099 (1.721669276999362) | > loss_feat: 8.465959548950195 (8.180761942872344) | > loss_mel: 13.248997688293457 (12.873344527942505) | > loss_duration: 1.6973285675048828 (1.6650745484638034) | > amp_scaler: 256.0 (275.5456238361265) | > loss_1: 27.877710342407227 (27.191983494678684) | > grad_norm_1: tensor(422.4161, device='cuda:0') (tensor(371.5424, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8614 (0.8645134851253233) | > loader_time: 0.0097 (0.010149788812108103)  --> TIME: 2025-05-11 22:36:19 -- STEP: 587/725 -- GLOBAL_STEP: 378500 | > loss_disc: 2.19803786277771 (2.214044967542516) | > loss_disc_real_0: 0.135104238986969 (0.13788825386478315) | > loss_disc_real_1: 0.19075404107570648 (0.19024996908803615) | > loss_disc_real_2: 0.18058285117149353 (0.1896284867135183) | > loss_disc_real_3: 0.18483933806419373 (0.20562811439549095) | > loss_disc_real_4: 0.18064777553081512 (0.19574798006418415) | > loss_disc_real_5: 0.21516570448875427 (0.20990488631254173) | > loss_0: 2.19803786277771 (2.214044967542516) | > grad_norm_0: tensor(29.4237, device='cuda:0') (tensor(22.7459, device='cuda:0')) | > loss_gen: 2.707179069519043 (2.7538441726255662) | > loss_kl: 1.685750126838684 (1.7224705115696843) | > loss_feat: 7.792041301727295 (8.199362325099706) | > loss_mel: 13.847517013549805 (12.881717883342372) | > loss_duration: 1.6521341800689697 (1.6648234417328838) | > amp_scaler: 256.0 (273.8807495741053) | > loss_1: 27.68462371826172 (27.222218355896924) | > grad_norm_1: tensor(434.4174, device='cuda:0') (tensor(374.1834, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8609 (0.8644914919513659) | > loader_time: 0.0106 (0.010170337085626403)  --> TIME: 2025-05-11 22:37:03 -- STEP: 637/725 -- GLOBAL_STEP: 378550 | > loss_disc: 2.185009002685547 (2.2146320962456745) | > loss_disc_real_0: 0.14999297261238098 (0.13806968450172002) | > loss_disc_real_1: 0.1847195029258728 (0.19056341423999584) | > loss_disc_real_2: 0.17827081680297852 (0.18969211323856366) | > loss_disc_real_3: 0.22018615901470184 (0.20571290197514674) | > loss_disc_real_4: 0.1820787787437439 (0.195764172956745) | > loss_disc_real_5: 0.19788631796836853 (0.20957669007534896) | > loss_0: 2.185009002685547 (2.2146320962456745) | > grad_norm_0: tensor(13.6118, device='cuda:0') (tensor(22.8422, device='cuda:0')) | > loss_gen: 2.5719404220581055 (2.7547762655949874) | > loss_kl: 1.5406430959701538 (1.723918950164711) | > loss_feat: 7.561281681060791 (8.194640679860974) | > loss_mel: 12.52296257019043 (12.88318027693959) | > loss_duration: 1.638582706451416 (1.664374499343439) | > amp_scaler: 256.0 (272.4772370486655) | > loss_1: 25.83540916442871 (27.220890688933597) | > grad_norm_1: tensor(305.3751, device='cuda:0') (tensor(377.5923, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8466 (0.8642236669920679) | > loader_time: 0.0095 (0.010158009955796944)  --> TIME: 2025-05-11 22:37:47 -- STEP: 687/725 -- GLOBAL_STEP: 378600 | > loss_disc: 2.3157384395599365 (2.2150449810069737) | > loss_disc_real_0: 0.1855807900428772 (0.13809387882550575) | > loss_disc_real_1: 0.19765108823776245 (0.19059465636853073) | > loss_disc_real_2: 0.18603743612766266 (0.18943220541813827) | > loss_disc_real_3: 0.21161068975925446 (0.20569968531572497) | > loss_disc_real_4: 0.1702602654695511 (0.19570471619674723) | > loss_disc_real_5: 0.2344745546579361 (0.20970698134781157) | > loss_0: 2.3157384395599365 (2.2150449810069737) | > grad_norm_0: tensor(23.0478, device='cuda:0') (tensor(22.4576, device='cuda:0')) | > loss_gen: 2.636296272277832 (2.752582686089707) | > loss_kl: 1.698545217514038 (1.7234424219034297) | > loss_feat: 8.067647933959961 (8.189695445731218) | > loss_mel: 12.181788444519043 (12.876588321669127) | > loss_duration: 1.668271541595459 (1.6643255192466508) | > amp_scaler: 256.0 (271.27802037845674) | > loss_1: 26.25255012512207 (27.2066344048779) | > grad_norm_1: tensor(317.7250, device='cuda:0') (tensor(370.6123, device='cuda:0')) | > current_lr_0: 0.00018887091421178256 | > current_lr_1: 0.00018887091421178256 | > step_time: 0.8751 (0.8638515645933639) | > loader_time: 0.0135 (0.010167043108433442)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.317617416381836 (2.317617416381836) | > loss_disc_real_0: 0.1272115856409073 (0.1272115856409073) | > loss_disc_real_1: 0.23673176765441895 (0.23673176765441895) | > loss_disc_real_2: 0.20916612446308136 (0.20916612446308136) | > loss_disc_real_3: 0.2339784950017929 (0.2339784950017929) | > loss_disc_real_4: 0.35035476088523865 (0.35035476088523865) | > loss_disc_real_5: 0.26237183809280396 (0.26237183809280396) | > loss_0: 2.317617416381836 (2.317617416381836) | > loss_gen: 2.992901086807251 (2.992901086807251) | > loss_kl: 2.2411491870880127 (2.2411491870880127) | > loss_feat: 8.470905303955078 (8.470905303955078) | > loss_mel: 13.954625129699707 (13.954625129699707) | > loss_duration: 1.7396795749664307 (1.7396795749664307) | > loss_1: 29.399259567260742 (29.399259567260742)  --> STEP: 1 | > loss_disc: 2.2562193870544434 (2.2562193870544434) | > loss_disc_real_0: 0.11744989454746246 (0.11744989454746246) | > loss_disc_real_1: 0.23716288805007935 (0.23716288805007935) | > loss_disc_real_2: 0.20155268907546997 (0.20155268907546997) | > loss_disc_real_3: 0.2344382256269455 (0.2344382256269455) | > loss_disc_real_4: 0.33260226249694824 (0.33260226249694824) | > loss_disc_real_5: 0.23425771296024323 (0.23425771296024323) | > loss_0: 2.2562193870544434 (2.2562193870544434) | > loss_gen: 2.9736735820770264 (2.9736735820770264) | > loss_kl: 2.1809816360473633 (2.1809816360473633) | > loss_feat: 8.325727462768555 (8.325727462768555) | > loss_mel: 14.25146198272705 (14.25146198272705) | > loss_duration: 1.837856650352478 (1.837856650352478) | > loss_1: 29.569700241088867 (29.569700241088867)  --> STEP: 2 | > loss_disc: 2.3021109104156494 (2.2791651487350464) | > loss_disc_real_0: 0.12130750715732574 (0.1193787008523941) | > loss_disc_real_1: 0.24282610416412354 (0.23999449610710144) | > loss_disc_real_2: 0.20443345606327057 (0.20299307256937027) | > loss_disc_real_3: 0.25699272751808167 (0.24571547657251358) | > loss_disc_real_4: 0.301626056432724 (0.3171141594648361) | > loss_disc_real_5: 0.24404624104499817 (0.2391519770026207) | > loss_0: 2.3021109104156494 (2.2791651487350464) | > loss_gen: 2.8399696350097656 (2.906821608543396) | > loss_kl: 1.9460947513580322 (2.0635381937026978) | > loss_feat: 7.664622783660889 (7.995175123214722) | > loss_mel: 13.227575302124023 (13.739518642425537) | > loss_duration: 1.8895244598388672 (1.8636905550956726) | > loss_1: 27.567787170410156 (28.56874370574951)  --> STEP: 3 | > loss_disc: 2.4168858528137207 (2.3250720500946045) | > loss_disc_real_0: 0.12997302412986755 (0.12291014194488525) | > loss_disc_real_1: 0.25633418560028076 (0.24544105927149454) | > loss_disc_real_2: 0.21106040477752686 (0.20568218330542246) | > loss_disc_real_3: 0.2480355054140091 (0.24648881951967874) | > loss_disc_real_4: 0.3178336024284363 (0.3173539737860362) | > loss_disc_real_5: 0.2758413255214691 (0.2513817598422368) | > loss_0: 2.4168858528137207 (2.3250720500946045) | > loss_gen: 2.775885820388794 (2.8631763458251953) | > loss_kl: 2.1022491455078125 (2.076441844304403) | > loss_feat: 7.286555290222168 (7.758968512217204) | > loss_mel: 12.117263793945312 (13.198767026265463) | > loss_duration: 1.8459986448287964 (1.8577932516733806) | > loss_1: 26.127954483032227 (27.755147298177082)  --> STEP: 4 | > loss_disc: 2.468170404434204 (2.3608466386795044) | > loss_disc_real_0: 0.1377451866865158 (0.1266189031302929) | > loss_disc_real_1: 0.2454618364572525 (0.24544625356793404) | > loss_disc_real_2: 0.2201579213142395 (0.20930111780762672) | > loss_disc_real_3: 0.249290332198143 (0.24718919768929482) | > loss_disc_real_4: 0.29214972257614136 (0.31105291098356247) | > loss_disc_real_5: 0.278798371553421 (0.2582359127700329) | > loss_0: 2.468170404434204 (2.3608466386795044) | > loss_gen: 2.558506488800049 (2.7870088815689087) | > loss_kl: 2.007127285003662 (2.0591132044792175) | > loss_feat: 6.467893600463867 (7.43619978427887) | > loss_mel: 10.365131378173828 (12.490358114242554) | > loss_duration: 1.7911396026611328 (1.8411298394203186) | > loss_1: 23.18979835510254 (26.613810062408447) --> EVAL PERFORMANCE | > avg_loader_time: 0.3297589421272278 (-5.0067901611328125e-05) | > avg_loss_disc: 2.3608466386795044 (+0.07262265682220459) | > avg_loss_disc_real_0: 0.1266189031302929 (-0.013130515813827515) | > avg_loss_disc_real_1: 0.24544625356793404 (+0.04062705114483833) | > avg_loss_disc_real_2: 0.20930111780762672 (-0.023861929774284363) | > avg_loss_disc_real_3: 0.24718919768929482 (+0.06094321981072426) | > avg_loss_disc_real_4: 0.31105291098356247 (+0.06206652894616127) | > avg_loss_disc_real_5: 0.2582359127700329 (+0.03586512804031372) | > avg_loss_0: 2.3608466386795044 (+0.07262265682220459) | > avg_loss_gen: 2.7870088815689087 (+0.12307661771774292) | > avg_loss_kl: 2.0591132044792175 (-0.0886794924736023) | > avg_loss_feat: 7.43619978427887 (-0.30520200729370117) | > avg_loss_mel: 12.490358114242554 (-1.0890634059906006) | > avg_loss_duration: 1.8411298394203186 (+0.01071631908416748) | > avg_loss_1: 26.613810062408447 (-1.3491506576538086)  > EPOCH: 459/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 22:38:27)   --> TIME: 2025-05-11 22:38:39 -- STEP: 12/725 -- GLOBAL_STEP: 378650 | > loss_disc: 2.232144594192505 (2.207510511080424) | > loss_disc_real_0: 0.13882286846637726 (0.13593174144625664) | > loss_disc_real_1: 0.1754516363143921 (0.18965409944454828) | > loss_disc_real_2: 0.2255820333957672 (0.18731299663583437) | > loss_disc_real_3: 0.1833217591047287 (0.19952027002970377) | > loss_disc_real_4: 0.1829661875963211 (0.19046617796023688) | > loss_disc_real_5: 0.21618793904781342 (0.21162392447392145) | > loss_0: 2.232144594192505 (2.207510511080424) | > grad_norm_0: tensor(22.5095, device='cuda:0') (tensor(21.5095, device='cuda:0')) | > loss_gen: 2.7853848934173584 (2.6977485815684) | > loss_kl: 2.011060953140259 (1.6864465177059174) | > loss_feat: 8.149906158447266 (7.94320547580719) | > loss_mel: 13.510644912719727 (12.492658694585165) | > loss_duration: 1.6941494941711426 (1.6729754110177357) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.151145935058594 (26.493034680684406) | > grad_norm_1: tensor(435.3655, device='cuda:0') (tensor(317.6525, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.857 (0.8451033234596252) | > loader_time: 0.0089 (0.010123709837595621)  --> TIME: 2025-05-11 22:39:23 -- STEP: 62/725 -- GLOBAL_STEP: 378700 | > loss_disc: 2.3972153663635254 (2.1933700826860245) | > loss_disc_real_0: 0.18864217400550842 (0.13598384720183185) | > loss_disc_real_1: 0.2140081375837326 (0.1883002916170705) | > loss_disc_real_2: 0.20545072853565216 (0.18798214485568385) | > loss_disc_real_3: 0.2451934814453125 (0.20416858792304993) | > loss_disc_real_4: 0.26236051321029663 (0.19362666722266905) | > loss_disc_real_5: 0.20331595838069916 (0.2084029977840762) | > loss_0: 2.3972153663635254 (2.1933700826860245) | > grad_norm_0: tensor(28.2382, device='cuda:0') (tensor(22.1928, device='cuda:0')) | > loss_gen: 2.5300209522247314 (2.7821195702398978) | > loss_kl: 1.637323260307312 (1.6951059545240095) | > loss_feat: 6.528435230255127 (8.33398224461463) | > loss_mel: 11.609260559082031 (12.979645083027501) | > loss_duration: 1.700488567352295 (1.6621691892223973) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.005529403686523 (27.453022064701205) | > grad_norm_1: tensor(170.5946, device='cuda:0') (tensor(360.7363, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8613 (0.8631235476463072) | > loader_time: 0.011 (0.010262377800480012)  --> TIME: 2025-05-11 22:40:07 -- STEP: 112/725 -- GLOBAL_STEP: 378750 | > loss_disc: 2.064500331878662 (2.2016432647194195) | > loss_disc_real_0: 0.10898993909358978 (0.1369880355362381) | > loss_disc_real_1: 0.18506532907485962 (0.18936549486326318) | > loss_disc_real_2: 0.17003002762794495 (0.18924851209989615) | > loss_disc_real_3: 0.19577400386333466 (0.20404748764953443) | > loss_disc_real_4: 0.18573008477687836 (0.19341175271464245) | > loss_disc_real_5: 0.19182969629764557 (0.20737715890364988) | > loss_0: 2.064500331878662 (2.2016432647194195) | > grad_norm_0: tensor(26.3478, device='cuda:0') (tensor(20.3668, device='cuda:0')) | > loss_gen: 2.854346513748169 (2.7682659455708105) | > loss_kl: 1.7584556341171265 (1.6977464758924075) | > loss_feat: 9.319079399108887 (8.322948460068021) | > loss_mel: 13.326996803283691 (12.988384800297874) | > loss_duration: 1.6597524881362915 (1.6659328894955772) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.918630599975586 (27.44327860219138) | > grad_norm_1: tensor(204.4321, device='cuda:0') (tensor(318.1526, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8556 (0.865066470844405) | > loader_time: 0.0095 (0.01024026530129569)  --> TIME: 2025-05-11 22:40:51 -- STEP: 162/725 -- GLOBAL_STEP: 378800 | > loss_disc: 2.306814670562744 (2.198483119776221) | > loss_disc_real_0: 0.19558273255825043 (0.13725243260463071) | > loss_disc_real_1: 0.20759685337543488 (0.18919386116810782) | > loss_disc_real_2: 0.20197124779224396 (0.18856621791183212) | > loss_disc_real_3: 0.20364807546138763 (0.20391880076976474) | > loss_disc_real_4: 0.20105543732643127 (0.19366559413848103) | > loss_disc_real_5: 0.24328623712062836 (0.20815012466024468) | > loss_0: 2.306814670562744 (2.198483119776221) | > grad_norm_0: tensor(20.6239, device='cuda:0') (tensor(18.2215, device='cuda:0')) | > loss_gen: 2.6504266262054443 (2.771178191090808) | > loss_kl: 1.7170789241790771 (1.7149865413889473) | > loss_feat: 6.951158046722412 (8.357111206761115) | > loss_mel: 11.422612190246582 (13.02657096179915) | > loss_duration: 1.6144388914108276 (1.665247474923546) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.355714797973633 (27.53509435535949) | > grad_norm_1: tensor(281.0063, device='cuda:0') (tensor(275.9542, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8465 (0.8633166728196321) | > loader_time: 0.0096 (0.010237583407649284)  --> TIME: 2025-05-11 22:41:35 -- STEP: 212/725 -- GLOBAL_STEP: 378850 | > loss_disc: 2.2109034061431885 (2.1960035821176933) | > loss_disc_real_0: 0.17358916997909546 (0.13704248426376645) | > loss_disc_real_1: 0.17059454321861267 (0.18896959180820663) | > loss_disc_real_2: 0.1730857640504837 (0.18826396088555175) | > loss_disc_real_3: 0.20911596715450287 (0.20443742673070928) | > loss_disc_real_4: 0.19600605964660645 (0.19328445139920936) | > loss_disc_real_5: 0.19160406291484833 (0.20766785417525274) | > loss_0: 2.2109034061431885 (2.1960035821176933) | > grad_norm_0: tensor(18.7795, device='cuda:0') (tensor(19.6352, device='cuda:0')) | > loss_gen: 2.7215445041656494 (2.7801342831467695) | > loss_kl: 1.5881409645080566 (1.709983025519353) | > loss_feat: 7.975095748901367 (8.378611393694607) | > loss_mel: 12.160508155822754 (13.041556443808213) | > loss_duration: 1.696507453918457 (1.6654906008603438) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.141796112060547 (27.575775758275444) | > grad_norm_1: tensor(388.7286, device='cuda:0') (tensor(297.4721, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8606 (0.8637028460232716) | > loader_time: 0.0099 (0.01016603325897793)  --> TIME: 2025-05-11 22:42:19 -- STEP: 262/725 -- GLOBAL_STEP: 378900 | > loss_disc: 2.196291446685791 (2.1973050113852706) | > loss_disc_real_0: 0.11306633800268173 (0.13740986605523195) | > loss_disc_real_1: 0.2004614919424057 (0.18916685589169727) | > loss_disc_real_2: 0.2230612188577652 (0.1882405679189522) | > loss_disc_real_3: 0.20486047863960266 (0.20450439878547466) | > loss_disc_real_4: 0.18386395275592804 (0.1933746898674783) | > loss_disc_real_5: 0.22743424773216248 (0.2073706884420555) | > loss_0: 2.196291446685791 (2.1973050113852706) | > grad_norm_0: tensor(20.9274, device='cuda:0') (tensor(20.5036, device='cuda:0')) | > loss_gen: 2.7924909591674805 (2.7758598800833902) | > loss_kl: 1.74015212059021 (1.7085879954672951) | > loss_feat: 8.219164848327637 (8.3591357424059) | > loss_mel: 12.777321815490723 (12.987525648743143) | > loss_duration: 1.662651538848877 (1.6658983685588105) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.19178009033203 (27.497007683033253) | > grad_norm_1: tensor(369.3484, device='cuda:0') (tensor(311.6430, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8963 (0.8636360605254428) | > loader_time: 0.0111 (0.010177965382583273)  --> TIME: 2025-05-11 22:43:03 -- STEP: 312/725 -- GLOBAL_STEP: 378950 | > loss_disc: 2.014782667160034 (2.19614673119325) | > loss_disc_real_0: 0.09371574223041534 (0.137044775347488) | > loss_disc_real_1: 0.1691099852323532 (0.18901200697590131) | > loss_disc_real_2: 0.2043459117412567 (0.18824536639910466) | > loss_disc_real_3: 0.19655953347682953 (0.20456383234033224) | > loss_disc_real_4: 0.17013508081436157 (0.19352437336093342) | > loss_disc_real_5: 0.19960379600524902 (0.2073706235163487) | > loss_0: 2.014782667160034 (2.19614673119325) | > grad_norm_0: tensor(14.2954, device='cuda:0') (tensor(20.8433, device='cuda:0')) | > loss_gen: 2.905850648880005 (2.7775715245650368) | > loss_kl: 1.9280717372894287 (1.7119003282143528) | > loss_feat: 9.74265193939209 (8.37122683188854) | > loss_mel: 14.977365493774414 (12.987681667009994) | > loss_duration: 1.669524908065796 (1.6654498275273886) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.223466873168945 (27.513830246069492) | > grad_norm_1: tensor(371.8512, device='cuda:0') (tensor(323.5206, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8594 (0.8630652825037638) | > loader_time: 0.0102 (0.010157085382021388)  --> TIME: 2025-05-11 22:43:47 -- STEP: 362/725 -- GLOBAL_STEP: 379000 | > loss_disc: 2.33838152885437 (2.202288370764716) | > loss_disc_real_0: 0.15311600267887115 (0.1378591294035068) | > loss_disc_real_1: 0.22384783625602722 (0.18960559310504732) | > loss_disc_real_2: 0.20611223578453064 (0.18900040129600956) | > loss_disc_real_3: 0.22859370708465576 (0.20478467746169535) | > loss_disc_real_4: 0.24032117426395416 (0.1937526238886691) | > loss_disc_real_5: 0.26241815090179443 (0.20771733527354772) | > loss_0: 2.33838152885437 (2.202288370764716) | > grad_norm_0: tensor(18.7732, device='cuda:0') (tensor(20.3914, device='cuda:0')) | > loss_gen: 2.706082582473755 (2.7674054157668047) | > loss_kl: 1.8630508184432983 (1.7143174156299619) | > loss_feat: 6.896968841552734 (8.31232573841158) | > loss_mel: 11.095523834228516 (12.921479649306663) | > loss_duration: 1.622816562652588 (1.6644744448240292) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.1844425201416 (27.380002743631437) | > grad_norm_1: tensor(334.2994, device='cuda:0') (tensor(318.4812, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8733 (0.8636226891154084) | > loader_time: 0.01 (0.010147456306120302) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_379000.pth  --> TIME: 2025-05-11 22:44:33 -- STEP: 412/725 -- GLOBAL_STEP: 379050 | > loss_disc: 2.228963613510132 (2.2040708339908726) | > loss_disc_real_0: 0.147177055478096 (0.13831466253738367) | > loss_disc_real_1: 0.22558413445949554 (0.1898025933978626) | > loss_disc_real_2: 0.21144340932369232 (0.18909059190055688) | > loss_disc_real_3: 0.19386854767799377 (0.2049149730902853) | > loss_disc_real_4: 0.22446651756763458 (0.193991871604931) | > loss_disc_real_5: 0.22382019460201263 (0.20787656643581623) | > loss_0: 2.228963613510132 (2.2040708339908726) | > grad_norm_0: tensor(26.9695, device='cuda:0') (tensor(20.7766, device='cuda:0')) | > loss_gen: 2.761263847351074 (2.7648508415638813) | > loss_kl: 1.6545302867889404 (1.7128254528184546) | > loss_feat: 8.59907341003418 (8.291249931437296) | > loss_mel: 12.634732246398926 (12.910388448863356) | > loss_duration: 1.6724493503570557 (1.6646718449384263) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.322050094604492 (27.3439865714138) | > grad_norm_1: tensor(468.6680, device='cuda:0') (tensor(327.7251, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8558 (0.8623794427195799) | > loader_time: 0.01 (0.01017258294577737)  --> TIME: 2025-05-11 22:45:16 -- STEP: 462/725 -- GLOBAL_STEP: 379100 | > loss_disc: 1.9951252937316895 (2.203130519493315) | > loss_disc_real_0: 0.08506087213754654 (0.13806296641498927) | > loss_disc_real_1: 0.17226459085941315 (0.1897174118981732) | > loss_disc_real_2: 0.16667364537715912 (0.18900623656325516) | > loss_disc_real_3: 0.19987928867340088 (0.2046855067213377) | > loss_disc_real_4: 0.17893776297569275 (0.19380376829858467) | > loss_disc_real_5: 0.17306965589523315 (0.20780336015023193) | > loss_0: 1.9951252937316895 (2.203130519493315) | > grad_norm_0: tensor(19.0284, device='cuda:0') (tensor(21.1151, device='cuda:0')) | > loss_gen: 2.9711833000183105 (2.765382330138961) | > loss_kl: 1.6310148239135742 (1.7118307860382713) | > loss_feat: 9.605412483215332 (8.292502551883851) | > loss_mel: 13.969610214233398 (12.91115238759425) | > loss_duration: 1.689765453338623 (1.6642330647547008) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.866987228393555 (27.345101145954875) | > grad_norm_1: tensor(547.2598, device='cuda:0') (tensor(332.2484, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8042 (0.8620449433595071) | > loader_time: 0.0098 (0.010137545598017701)  --> TIME: 2025-05-11 22:46:00 -- STEP: 512/725 -- GLOBAL_STEP: 379150 | > loss_disc: 1.9989802837371826 (2.201656822348011) | > loss_disc_real_0: 0.11138784140348434 (0.137509741296526) | > loss_disc_real_1: 0.20248346030712128 (0.18961347971344358) | > loss_disc_real_2: 0.1724393367767334 (0.18877657424309283) | > loss_disc_real_3: 0.18065573275089264 (0.2046507283521351) | > loss_disc_real_4: 0.15198290348052979 (0.1936289904115256) | > loss_disc_real_5: 0.1720076948404312 (0.20802296523470432) | > loss_0: 1.9989802837371826 (2.201656822348011) | > grad_norm_0: tensor(11.1709, device='cuda:0') (tensor(21.2385, device='cuda:0')) | > loss_gen: 3.149765729904175 (2.768335536122321) | > loss_kl: 1.7472763061523438 (1.711904131341726) | > loss_feat: 9.42824935913086 (8.302027974277742) | > loss_mel: 14.074975967407227 (12.914105614647271) | > loss_duration: 1.6306672096252441 (1.6647853914182633) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.030933380126953 (27.361158661544323) | > grad_norm_1: tensor(104.4572, device='cuda:0') (tensor(336.5117, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8639 (0.8610637197270989) | > loader_time: 0.0096 (0.01011777529492974)  --> TIME: 2025-05-11 22:46:43 -- STEP: 562/725 -- GLOBAL_STEP: 379200 | > loss_disc: 1.9505517482757568 (2.19985823508259) | > loss_disc_real_0: 0.14274351298809052 (0.13733527530979003) | > loss_disc_real_1: 0.14408090710639954 (0.18932469342951244) | > loss_disc_real_2: 0.1680660992860794 (0.18861367707256738) | > loss_disc_real_3: 0.17718340456485748 (0.20454064881250106) | > loss_disc_real_4: 0.1432185173034668 (0.1937677552956703) | > loss_disc_real_5: 0.2203378975391388 (0.20798690283001528) | > loss_0: 1.9505517482757568 (2.19985823508259) | > grad_norm_0: tensor(20.9956, device='cuda:0') (tensor(21.0905, device='cuda:0')) | > loss_gen: 3.0509324073791504 (2.769154683550904) | > loss_kl: 1.8125145435333252 (1.7153474323690152) | > loss_feat: 10.139254570007324 (8.31487274169923) | > loss_mel: 14.405067443847656 (12.925227406186142) | > loss_duration: 1.6323885917663574 (1.6645205207566776) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.040157318115234 (27.389122793258718) | > grad_norm_1: tensor(442.3865, device='cuda:0') (tensor(340.7808, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8982 (0.8604584698999479) | > loader_time: 0.0098 (0.010091765071149398)  --> TIME: 2025-05-11 22:47:27 -- STEP: 612/725 -- GLOBAL_STEP: 379250 | > loss_disc: 2.146604061126709 (2.200295798139633) | > loss_disc_real_0: 0.17562852799892426 (0.13739040448920795) | > loss_disc_real_1: 0.20932282507419586 (0.18955922720868604) | > loss_disc_real_2: 0.20547828078269958 (0.18856338903405306) | > loss_disc_real_3: 0.1671350747346878 (0.20419684405517743) | > loss_disc_real_4: 0.20257017016410828 (0.19383851872160549) | > loss_disc_real_5: 0.22257938981056213 (0.2081075817882235) | > loss_0: 2.146604061126709 (2.200295798139633) | > grad_norm_0: tensor(33.1757, device='cuda:0') (tensor(20.9707, device='cuda:0')) | > loss_gen: 3.116671085357666 (2.7676237529399335) | > loss_kl: 1.6423600912094116 (1.7204558268871182) | > loss_feat: 8.948331832885742 (8.30524491250906) | > loss_mel: 14.164007186889648 (12.91087972884085) | > loss_duration: 1.5986747741699219 (1.6639286168650085) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.47004508972168 (27.36813283434101) | > grad_norm_1: tensor(236.0071, device='cuda:0') (tensor(340.5621, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8234 (0.8600633261250514) | > loader_time: 0.0089 (0.010074035014981537)  --> TIME: 2025-05-11 22:48:10 -- STEP: 662/725 -- GLOBAL_STEP: 379300 | > loss_disc: 2.256453037261963 (2.2027934879694815) | > loss_disc_real_0: 0.18215817213058472 (0.13786363872921722) | > loss_disc_real_1: 0.19359080493450165 (0.189688163018839) | > loss_disc_real_2: 0.15594659745693207 (0.18867712501672812) | > loss_disc_real_3: 0.20486262440681458 (0.20431577551580993) | > loss_disc_real_4: 0.22386041283607483 (0.19413350833146595) | > loss_disc_real_5: 0.19168883562088013 (0.20831728139132527) | > loss_0: 2.256453037261963 (2.2027934879694815) | > grad_norm_0: tensor(27.1395, device='cuda:0') (tensor(21.1477, device='cuda:0')) | > loss_gen: 2.7060370445251465 (2.766511892984279) | > loss_kl: 1.6962355375289917 (1.7226391490492576) | > loss_feat: 7.692430019378662 (8.293804108196172) | > loss_mel: 12.658751487731934 (12.903375870511612) | > loss_duration: 1.6959757804870605 (1.6642582756875144) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.449430465698242 (27.35058928832547) | > grad_norm_1: tensor(319.5973, device='cuda:0') (tensor(342.0799, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8724 (0.8592445699109772) | > loader_time: 0.0112 (0.010070386970151224)  --> TIME: 2025-05-11 22:48:53 -- STEP: 712/725 -- GLOBAL_STEP: 379350 | > loss_disc: 2.194568157196045 (2.204566916053213) | > loss_disc_real_0: 0.1036139577627182 (0.1378476336870468) | > loss_disc_real_1: 0.1875712275505066 (0.1899141522354626) | > loss_disc_real_2: 0.23693478107452393 (0.189008152823937) | > loss_disc_real_3: 0.19936220347881317 (0.20456719965663522) | > loss_disc_real_4: 0.17700181901454926 (0.19423911808414407) | > loss_disc_real_5: 0.20126095414161682 (0.20848645847500036) | > loss_0: 2.194568157196045 (2.204566916053213) | > grad_norm_0: tensor(7.5586, device='cuda:0') (tensor(21.2544, device='cuda:0')) | > loss_gen: 2.700453281402588 (2.7660011076525324) | > loss_kl: 1.712346076965332 (1.7209870669614062) | > loss_feat: 8.666975021362305 (8.288188788998015) | > loss_mel: 14.315582275390625 (12.902915943874403) | > loss_duration: 1.6387748718261719 (1.663941531201427) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.03413200378418 (27.342034444380342) | > grad_norm_1: tensor(246.6015, device='cuda:0') (tensor(344.5759, device='cuda:0')) | > current_lr_0: 0.00018884730534750609 | > current_lr_1: 0.00018884730534750609 | > step_time: 0.8196 (0.8590785753860902) | > loader_time: 0.01 (0.010081087605337078)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4131979942321777 (2.4131979942321777) | > loss_disc_real_0: 0.12432888150215149 (0.12432888150215149) | > loss_disc_real_1: 0.20633302628993988 (0.20633302628993988) | > loss_disc_real_2: 0.25942835211753845 (0.25942835211753845) | > loss_disc_real_3: 0.29974645376205444 (0.29974645376205444) | > loss_disc_real_4: 0.22457168996334076 (0.22457168996334076) | > loss_disc_real_5: 0.2815420627593994 (0.2815420627593994) | > loss_0: 2.4131979942321777 (2.4131979942321777) | > loss_gen: 2.7211670875549316 (2.7211670875549316) | > loss_kl: 2.1219587326049805 (2.1219587326049805) | > loss_feat: 7.79654598236084 (7.79654598236084) | > loss_mel: 13.368651390075684 (13.368651390075684) | > loss_duration: 1.7328566312789917 (1.7328566312789917) | > loss_1: 27.741178512573242 (27.741178512573242)  --> STEP: 1 | > loss_disc: 2.359745740890503 (2.359745740890503) | > loss_disc_real_0: 0.13126756250858307 (0.13126756250858307) | > loss_disc_real_1: 0.19065611064434052 (0.19065611064434052) | > loss_disc_real_2: 0.23971576988697052 (0.23971576988697052) | > loss_disc_real_3: 0.29168951511383057 (0.29168951511383057) | > loss_disc_real_4: 0.223148375749588 (0.223148375749588) | > loss_disc_real_5: 0.2769046127796173 (0.2769046127796173) | > loss_0: 2.359745740890503 (2.359745740890503) | > loss_gen: 2.6724557876586914 (2.6724557876586914) | > loss_kl: 2.2781476974487305 (2.2781476974487305) | > loss_feat: 7.861800193786621 (7.861800193786621) | > loss_mel: 13.546578407287598 (13.546578407287598) | > loss_duration: 1.830182671546936 (1.830182671546936) | > loss_1: 28.189165115356445 (28.189165115356445)  --> STEP: 2 | > loss_disc: 2.3548660278320312 (2.357305884361267) | > loss_disc_real_0: 0.13090020418167114 (0.1310838833451271) | > loss_disc_real_1: 0.1901520937681198 (0.19040410220623016) | > loss_disc_real_2: 0.2664243280887604 (0.25307004898786545) | > loss_disc_real_3: 0.2752951979637146 (0.2834923565387726) | > loss_disc_real_4: 0.2424214482307434 (0.2327849119901657) | > loss_disc_real_5: 0.2647046446800232 (0.27080462872982025) | > loss_0: 2.3548660278320312 (2.357305884361267) | > loss_gen: 2.784636974334717 (2.728546380996704) | > loss_kl: 2.109651565551758 (2.193899631500244) | > loss_feat: 8.232939720153809 (8.047369956970215) | > loss_mel: 13.39950180053711 (13.473040103912354) | > loss_duration: 1.8715744018554688 (1.8508785367012024) | > loss_1: 28.398303985595703 (28.293734550476074)  --> STEP: 3 | > loss_disc: 2.3509740829467773 (2.3551952838897705) | > loss_disc_real_0: 0.10945305973291397 (0.12387360880772273) | > loss_disc_real_1: 0.20122237503528595 (0.19401019314924875) | > loss_disc_real_2: 0.23943503201007843 (0.24852504332860312) | > loss_disc_real_3: 0.28611817955970764 (0.2843676308790843) | > loss_disc_real_4: 0.21562941372394562 (0.22706641256809235) | > loss_disc_real_5: 0.2602648437023163 (0.2672913670539856) | > loss_0: 2.3509740829467773 (2.3551952838897705) | > loss_gen: 2.640350103378296 (2.699147621790568) | > loss_kl: 2.032139301300049 (2.139979521433512) | > loss_feat: 7.796871185302734 (7.963870366414388) | > loss_mel: 12.373091697692871 (13.106390635172525) | > loss_duration: 1.851847529411316 (1.8512015342712402) | > loss_1: 26.694299697875977 (27.760589599609375)  --> STEP: 4 | > loss_disc: 2.2545902729034424 (2.3300440311431885) | > loss_disc_real_0: 0.1124953106045723 (0.12102903425693512) | > loss_disc_real_1: 0.19962985813617706 (0.19541510939598083) | > loss_disc_real_2: 0.2405218780040741 (0.24652425199747086) | > loss_disc_real_3: 0.27576252818107605 (0.2822163552045822) | > loss_disc_real_4: 0.2214682400226593 (0.22566686943173409) | > loss_disc_real_5: 0.28670838475227356 (0.2721456214785576) | > loss_0: 2.2545902729034424 (2.3300440311431885) | > loss_gen: 2.8928093910217285 (2.747563064098358) | > loss_kl: 1.9114220142364502 (2.082840144634247) | > loss_feat: 9.155309677124023 (8.261730194091797) | > loss_mel: 13.35985279083252 (13.169756174087524) | > loss_duration: 1.771195650100708 (1.8312000632286072) | > loss_1: 29.09058952331543 (28.09308958053589) --> EVAL PERFORMANCE | > avg_loader_time: 0.321635901927948 (-0.008123040199279785) | > avg_loss_disc: 2.3300440311431885 (-0.030802607536315918) | > avg_loss_disc_real_0: 0.12102903425693512 (-0.005589868873357773) | > avg_loss_disc_real_1: 0.19541510939598083 (-0.0500311441719532) | > avg_loss_disc_real_2: 0.24652425199747086 (+0.03722313418984413) | > avg_loss_disc_real_3: 0.2822163552045822 (+0.0350271575152874) | > avg_loss_disc_real_4: 0.22566686943173409 (-0.08538604155182838) | > avg_loss_disc_real_5: 0.2721456214785576 (+0.013909708708524704) | > avg_loss_0: 2.3300440311431885 (-0.030802607536315918) | > avg_loss_gen: 2.747563064098358 (-0.03944581747055054) | > avg_loss_kl: 2.082840144634247 (+0.023726940155029297) | > avg_loss_feat: 8.261730194091797 (+0.8255304098129272) | > avg_loss_mel: 13.169756174087524 (+0.6793980598449707) | > avg_loss_duration: 1.8312000632286072 (-0.009929776191711426) | > avg_loss_1: 28.09308958053589 (+1.4792795181274414)  > EPOCH: 460/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 22:49:11)   --> TIME: 2025-05-11 22:49:45 -- STEP: 37/725 -- GLOBAL_STEP: 379400 | > loss_disc: 2.248650550842285 (2.2136305345071334) | > loss_disc_real_0: 0.19039109349250793 (0.1404210327042116) | > loss_disc_real_1: 0.1753549724817276 (0.19245624542236328) | > loss_disc_real_2: 0.17661833763122559 (0.19119850968992388) | > loss_disc_real_3: 0.2052825689315796 (0.2036910995438292) | > loss_disc_real_4: 0.16403639316558838 (0.19442220636316243) | > loss_disc_real_5: 0.1790948063135147 (0.20799299712116653) | > loss_0: 2.248650550842285 (2.2136305345071334) | > grad_norm_0: tensor(33.9949, device='cuda:0') (tensor(23.7054, device='cuda:0')) | > loss_gen: 2.6403913497924805 (2.7405904305947795) | > loss_kl: 1.7236632108688354 (1.7369257566091176) | > loss_feat: 8.400996208190918 (8.107802764789477) | > loss_mel: 12.44410514831543 (12.824002420580065) | > loss_duration: 1.6366724967956543 (1.659174783809765) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.845829010009766 (27.06849629170186) | > grad_norm_1: tensor(202.8236, device='cuda:0') (tensor(394.1275, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8539 (0.8476643884504164) | > loader_time: 0.0127 (0.010756041552569415)  --> TIME: 2025-05-11 22:50:28 -- STEP: 87/725 -- GLOBAL_STEP: 379450 | > loss_disc: 2.308210611343384 (2.2053674089497535) | > loss_disc_real_0: 0.13035327196121216 (0.13755352315546465) | > loss_disc_real_1: 0.19998998939990997 (0.1904597732870058) | > loss_disc_real_2: 0.18975891172885895 (0.18980564331186228) | > loss_disc_real_3: 0.19895857572555542 (0.20527585261854633) | > loss_disc_real_4: 0.23593170940876007 (0.19520627810009594) | > loss_disc_real_5: 0.18787425756454468 (0.20886382511977492) | > loss_0: 2.308210611343384 (2.2053674089497535) | > grad_norm_0: tensor(15.5847, device='cuda:0') (tensor(21.7644, device='cuda:0')) | > loss_gen: 2.4889163970947266 (2.7527602458822322) | > loss_kl: 1.8363311290740967 (1.7382595470581932) | > loss_feat: 7.338286876678467 (8.262712599217208) | > loss_mel: 11.761343955993652 (12.952739584034887) | > loss_duration: 1.6386327743530273 (1.6610889147067893) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.06351089477539 (27.367560836090437) | > grad_norm_1: tensor(285.7276, device='cuda:0') (tensor(383.0252, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8233 (0.8462592322250889) | > loader_time: 0.0101 (0.010459949230325631)  --> TIME: 2025-05-11 22:51:12 -- STEP: 137/725 -- GLOBAL_STEP: 379500 | > loss_disc: 2.2556309700012207 (2.2039921892820487) | > loss_disc_real_0: 0.17432661354541779 (0.13769582479539585) | > loss_disc_real_1: 0.19434654712677002 (0.18957668357957022) | > loss_disc_real_2: 0.18724797666072845 (0.18987831212308284) | > loss_disc_real_3: 0.19263547658920288 (0.2046474360854086) | > loss_disc_real_4: 0.2006734013557434 (0.19479012375112867) | > loss_disc_real_5: 0.21098925173282623 (0.20829617444181095) | > loss_0: 2.2556309700012207 (2.2039921892820487) | > grad_norm_0: tensor(39.8179, device='cuda:0') (tensor(21.1767, device='cuda:0')) | > loss_gen: 2.7391037940979004 (2.7525795202185637) | > loss_kl: 1.873827576637268 (1.737264499177028) | > loss_feat: 8.813743591308594 (8.261260043095502) | > loss_mel: 11.948413848876953 (12.956703903031174) | > loss_duration: 1.6399110555648804 (1.6619366111546536) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.01500129699707 (27.36974458624847) | > grad_norm_1: tensor(505.9676, device='cuda:0') (tensor(381.2160, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.831 (0.8556930827398368) | > loader_time: 0.0102 (0.010504600775502894)  --> TIME: 2025-05-11 22:51:56 -- STEP: 187/725 -- GLOBAL_STEP: 379550 | > loss_disc: 2.1125173568725586 (2.2045425004500125) | > loss_disc_real_0: 0.11864136159420013 (0.13759294136322758) | > loss_disc_real_1: 0.1900288611650467 (0.1896925931148988) | > loss_disc_real_2: 0.17943157255649567 (0.18986125888033983) | > loss_disc_real_3: 0.173700749874115 (0.20484477703902815) | > loss_disc_real_4: 0.17781318724155426 (0.1949507740331206) | > loss_disc_real_5: 0.22444550693035126 (0.20860711799904624) | > loss_0: 2.1125173568725586 (2.2045425004500125) | > grad_norm_0: tensor(17.1450, device='cuda:0') (tensor(22.0868, device='cuda:0')) | > loss_gen: 2.9211363792419434 (2.7578880990890258) | > loss_kl: 1.7435349225997925 (1.7385282280610845) | > loss_feat: 9.318982124328613 (8.269743501183822) | > loss_mel: 13.449872970581055 (12.942636836658828) | > loss_duration: 1.6840472221374512 (1.663246986062769) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.11757469177246 (27.372043630018595) | > grad_norm_1: tensor(578.1815, device='cuda:0') (tensor(395.7360, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8529 (0.857171623464574) | > loader_time: 0.0103 (0.010479283205328139)  --> TIME: 2025-05-11 22:52:40 -- STEP: 237/725 -- GLOBAL_STEP: 379600 | > loss_disc: 2.1654932498931885 (2.2008746465047215) | > loss_disc_real_0: 0.11090444773435593 (0.1370487115365544) | > loss_disc_real_1: 0.2214503288269043 (0.18909366365977984) | > loss_disc_real_2: 0.18982648849487305 (0.1891918028331507) | > loss_disc_real_3: 0.2423439472913742 (0.2050015698128109) | > loss_disc_real_4: 0.18273377418518066 (0.19488782951223196) | > loss_disc_real_5: 0.17332661151885986 (0.207992083098315) | > loss_0: 2.1654932498931885 (2.2008746465047215) | > grad_norm_0: tensor(15.7116, device='cuda:0') (tensor(22.1688, device='cuda:0')) | > loss_gen: 2.8494131565093994 (2.7621980407569984) | > loss_kl: 1.9485052824020386 (1.7369592204878601) | > loss_feat: 8.591391563415527 (8.277637672826712) | > loss_mel: 13.761719703674316 (12.91535548922382) | > loss_duration: 1.6432592868804932 (1.6628258605546589) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.794288635253906 (27.35497623556274) | > grad_norm_1: tensor(220.4808, device='cuda:0') (tensor(400.2354, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.829 (0.8602136308130834) | > loader_time: 0.0096 (0.010432669885047879)  --> TIME: 2025-05-11 22:53:24 -- STEP: 287/725 -- GLOBAL_STEP: 379650 | > loss_disc: 2.145277976989746 (2.203655352575855) | > loss_disc_real_0: 0.11658409237861633 (0.1372551879608673) | > loss_disc_real_1: 0.18953275680541992 (0.18959434787363122) | > loss_disc_real_2: 0.2264758050441742 (0.18948882215945148) | > loss_disc_real_3: 0.21951329708099365 (0.20534690015199714) | > loss_disc_real_4: 0.2075488418340683 (0.19485999947537114) | > loss_disc_real_5: 0.22476832568645477 (0.20829579254891398) | > loss_0: 2.145277976989746 (2.203655352575855) | > grad_norm_0: tensor(39.4868, device='cuda:0') (tensor(22.0044, device='cuda:0')) | > loss_gen: 3.0824525356292725 (2.757464214484451) | > loss_kl: 1.5344603061676025 (1.7289130525721907) | > loss_feat: 9.083145141601562 (8.248508343713208) | > loss_mel: 13.8615140914917 (12.888810948627755) | > loss_duration: 1.670630931854248 (1.6626702480615225) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.232202529907227 (27.286366758446245) | > grad_norm_1: tensor(755.0494, device='cuda:0') (tensor(398.7032, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8209 (0.8600453167426876) | > loader_time: 0.0096 (0.010360456094509215)  --> TIME: 2025-05-11 22:54:08 -- STEP: 337/725 -- GLOBAL_STEP: 379700 | > loss_disc: 2.110915422439575 (2.202493484366894) | > loss_disc_real_0: 0.1414155215024948 (0.13674379281633336) | > loss_disc_real_1: 0.191694438457489 (0.1899617952833543) | > loss_disc_real_2: 0.18589119613170624 (0.18961454211604348) | > loss_disc_real_3: 0.20400841534137726 (0.20525976710397345) | > loss_disc_real_4: 0.1944342851638794 (0.1949979388528124) | > loss_disc_real_5: 0.20021256804466248 (0.20775892278207153) | > loss_0: 2.110915422439575 (2.202493484366894) | > grad_norm_0: tensor(21.5461, device='cuda:0') (tensor(22.1464, device='cuda:0')) | > loss_gen: 2.9041991233825684 (2.760208395185386) | > loss_kl: 1.5277316570281982 (1.7216029729616749) | > loss_feat: 8.722587585449219 (8.252397266976555) | > loss_mel: 13.449549674987793 (12.895414259030497) | > loss_duration: 1.6462719440460205 (1.662188787842363) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.250341415405273 (27.29181167421426) | > grad_norm_1: tensor(336.5810, device='cuda:0') (tensor(400.3654, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.9014 (0.8615512713480419) | > loader_time: 0.0116 (0.01036666479591799)  --> TIME: 2025-05-11 22:54:53 -- STEP: 387/725 -- GLOBAL_STEP: 379750 | > loss_disc: 2.261118173599243 (2.2001010164117916) | > loss_disc_real_0: 0.12532998621463776 (0.13601546382257176) | > loss_disc_real_1: 0.1933581829071045 (0.18967241868954293) | > loss_disc_real_2: 0.18867988884449005 (0.18965685475396246) | > loss_disc_real_3: 0.19647283852100372 (0.20512804897256603) | > loss_disc_real_4: 0.21136397123336792 (0.19468138409292352) | > loss_disc_real_5: 0.21593321859836578 (0.20821311415319904) | > loss_0: 2.261118173599243 (2.2001010164117916) | > grad_norm_0: tensor(29.1780, device='cuda:0') (tensor(21.8511, device='cuda:0')) | > loss_gen: 2.5579264163970947 (2.7637210951911078) | > loss_kl: 1.6626255512237549 (1.7224962079863833) | > loss_feat: 6.733375072479248 (8.27856578013693) | > loss_mel: 11.720590591430664 (12.926881541269395) | > loss_duration: 1.739969253540039 (1.6623209542390296) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.414487838745117 (27.35398555726044) | > grad_norm_1: tensor(141.1428, device='cuda:0') (tensor(397.9346, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.878 (0.862256523866678) | > loader_time: 0.01 (0.010333324895656686)  --> TIME: 2025-05-11 22:55:36 -- STEP: 437/725 -- GLOBAL_STEP: 379800 | > loss_disc: 2.2106359004974365 (2.197875980927139) | > loss_disc_real_0: 0.11351838707923889 (0.13583511443173585) | > loss_disc_real_1: 0.1826496124267578 (0.18929012150458938) | > loss_disc_real_2: 0.23104038834571838 (0.1893729896580873) | > loss_disc_real_3: 0.20050650835037231 (0.20497956070665366) | > loss_disc_real_4: 0.1917281299829483 (0.19441900910379134) | > loss_disc_real_5: 0.21360917389392853 (0.20824581180066204) | > loss_0: 2.2106359004974365 (2.197875980927139) | > grad_norm_0: tensor(23.0458, device='cuda:0') (tensor(21.7459, device='cuda:0')) | > loss_gen: 2.64339017868042 (2.76695486173477) | > loss_kl: 1.718969464302063 (1.7225499611424635) | > loss_feat: 7.296326160430908 (8.300659553955564) | > loss_mel: 11.676360130310059 (12.95511254238592) | > loss_duration: 1.631504774093628 (1.6621625922637346) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.966550827026367 (27.407439509027338) | > grad_norm_1: tensor(375.5971, device='cuda:0') (tensor(393.3651, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.9048 (0.862518599158839) | > loader_time: 0.0102 (0.010333939056920233)  --> TIME: 2025-05-11 22:56:20 -- STEP: 487/725 -- GLOBAL_STEP: 379850 | > loss_disc: 2.150697946548462 (2.1993734229516666) | > loss_disc_real_0: 0.11437114328145981 (0.1361032002576813) | > loss_disc_real_1: 0.19093699753284454 (0.1894928970865645) | > loss_disc_real_2: 0.1701376885175705 (0.1895652693950665) | > loss_disc_real_3: 0.17810748517513275 (0.20509971944458433) | > loss_disc_real_4: 0.19574342668056488 (0.19452947529618006) | > loss_disc_real_5: 0.1973983347415924 (0.20836140873251013) | > loss_0: 2.150697946548462 (2.1993734229516666) | > grad_norm_0: tensor(13.0013, device='cuda:0') (tensor(21.6316, device='cuda:0')) | > loss_gen: 2.783731698989868 (2.7650638395266367) | > loss_kl: 1.6578119993209839 (1.7217024136372905) | > loss_feat: 8.335468292236328 (8.284124272559936) | > loss_mel: 13.232028007507324 (12.952572534706077) | > loss_duration: 1.6334710121154785 (1.66285426024294) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.64250946044922 (27.38631732556854) | > grad_norm_1: tensor(377.9835, device='cuda:0') (tensor(388.0078, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8313 (0.8626383628688553) | > loader_time: 0.0108 (0.010315865706614148)  --> TIME: 2025-05-11 22:57:04 -- STEP: 537/725 -- GLOBAL_STEP: 379900 | > loss_disc: 2.4475035667419434 (2.201871475915889) | > loss_disc_real_0: 0.18195438385009766 (0.13680115902668058) | > loss_disc_real_1: 0.21526336669921875 (0.18970460881734025) | > loss_disc_real_2: 0.23140916228294373 (0.18943054133287354) | > loss_disc_real_3: 0.2504153847694397 (0.20526609493478498) | > loss_disc_real_4: 0.196895033121109 (0.1947634393415193) | > loss_disc_real_5: 0.23489364981651306 (0.20841407889649405) | > loss_0: 2.4475035667419434 (2.201871475915889) | > grad_norm_0: tensor(27.8728, device='cuda:0') (tensor(21.5051, device='cuda:0')) | > loss_gen: 2.4033806324005127 (2.761664343945807) | > loss_kl: 1.6655272245407104 (1.7224540395221675) | > loss_feat: 6.0657734870910645 (8.255409352606225) | > loss_mel: 9.7220458984375 (12.918487127932762) | > loss_duration: 1.6817690134048462 (1.663427321160528) | > amp_scaler: 256.0 (256.0) | > loss_1: 21.538496017456055 (27.321442186721434) | > grad_norm_1: tensor(477.3600, device='cuda:0') (tensor(385.4287, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8482 (0.8625107140070452) | > loader_time: 0.0094 (0.010299013979608114)  --> TIME: 2025-05-11 22:57:48 -- STEP: 587/725 -- GLOBAL_STEP: 379950 | > loss_disc: 2.229015588760376 (2.2020792823024644) | > loss_disc_real_0: 0.14719659090042114 (0.13665561183804764) | > loss_disc_real_1: 0.20428133010864258 (0.18983343736073427) | > loss_disc_real_2: 0.19480973482131958 (0.1894096396038439) | > loss_disc_real_3: 0.1634715348482132 (0.20512621503266198) | > loss_disc_real_4: 0.20029258728027344 (0.19457659019979123) | > loss_disc_real_5: 0.2339424192905426 (0.2084919664583579) | > loss_0: 2.229015588760376 (2.2020792823024644) | > grad_norm_0: tensor(9.5890, device='cuda:0') (tensor(21.4112, device='cuda:0')) | > loss_gen: 2.7392518520355225 (2.7617796941753947) | > loss_kl: 1.6913392543792725 (1.7217030553639032) | > loss_feat: 7.752245903015137 (8.252588992630594) | > loss_mel: 13.201489448547363 (12.912792545364102) | > loss_duration: 1.6450068950653076 (1.662985286070907) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.029333114624023 (27.311849571371013) | > grad_norm_1: tensor(175.8994, device='cuda:0') (tensor(383.9839, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8682 (0.862909668755084) | > loader_time: 0.011 (0.010282187486222897)  --> TIME: 2025-05-11 22:58:32 -- STEP: 637/725 -- GLOBAL_STEP: 380000 | > loss_disc: 2.1250061988830566 (2.1998819982986793) | > loss_disc_real_0: 0.11487847566604614 (0.13616656440674235) | > loss_disc_real_1: 0.18812346458435059 (0.18963760942267477) | > loss_disc_real_2: 0.20690739154815674 (0.18922353130026925) | > loss_disc_real_3: 0.22076939046382904 (0.20497651849661372) | > loss_disc_real_4: 0.2027127593755722 (0.19464419549404158) | > loss_disc_real_5: 0.21979708969593048 (0.2083799706383065) | > loss_0: 2.1250061988830566 (2.1998819982986793) | > grad_norm_0: tensor(22.5091, device='cuda:0') (tensor(21.3606, device='cuda:0')) | > loss_gen: 2.878211736679077 (2.765406370162963) | > loss_kl: 1.7108819484710693 (1.7196782696378097) | > loss_feat: 8.791519165039062 (8.266818566075292) | > loss_mel: 13.293889999389648 (12.934417525490568) | > loss_duration: 1.6339514255523682 (1.662861810187156) | > amp_scaler: 256.0 (257.60753532182105) | > loss_1: 28.308454513549805 (27.349182545109496) | > grad_norm_1: tensor(520.8371, device='cuda:0') (tensor(383.2401, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8624 (0.8630833913991736) | > loader_time: 0.0103 (0.010296962324828145) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_380000.pth  --> TIME: 2025-05-11 22:59:19 -- STEP: 687/725 -- GLOBAL_STEP: 380050 | > loss_disc: 2.194791793823242 (2.1972808025809862) | > loss_disc_real_0: 0.10128013044595718 (0.13603948354937975) | > loss_disc_real_1: 0.16464069485664368 (0.1894591592328171) | > loss_disc_real_2: 0.18736472725868225 (0.18884573195785762) | > loss_disc_real_3: 0.20849750936031342 (0.20492328098247148) | > loss_disc_real_4: 0.16117529571056366 (0.19439132744785298) | > loss_disc_real_5: 0.23649245500564575 (0.20801973332050405) | > loss_0: 2.194791793823242 (2.1972808025809862) | > grad_norm_0: tensor(29.4427, device='cuda:0') (tensor(21.6277, device='cuda:0')) | > loss_gen: 2.836348533630371 (2.7703330423113552) | > loss_kl: 1.7611292600631714 (1.7206832016052287) | > loss_feat: 8.374303817749023 (8.286341542933878) | > loss_mel: 12.87649917602539 (12.9459222421549) | > loss_duration: 1.6572778224945068 (1.6627792932060612) | > amp_scaler: 256.0 (257.4905385735078) | > loss_1: 27.50555992126465 (27.38605931544409) | > grad_norm_1: tensor(624.7710, device='cuda:0') (tensor(387.5610, device='cuda:0')) | > current_lr_0: 0.00018882369943433764 | > current_lr_1: 0.00018882369943433764 | > step_time: 0.8898 (0.8634844037990206) | > loader_time: 0.0107 (0.010266284928745229)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3439559936523438 (2.3439559936523438) | > loss_disc_real_0: 0.17653371393680573 (0.17653371393680573) | > loss_disc_real_1: 0.17059096693992615 (0.17059096693992615) | > loss_disc_real_2: 0.24856647849082947 (0.24856647849082947) | > loss_disc_real_3: 0.2395717054605484 (0.2395717054605484) | > loss_disc_real_4: 0.28306087851524353 (0.28306087851524353) | > loss_disc_real_5: 0.2772756516933441 (0.2772756516933441) | > loss_0: 2.3439559936523438 (2.3439559936523438) | > loss_gen: 2.965944290161133 (2.965944290161133) | > loss_kl: 2.122190475463867 (2.122190475463867) | > loss_feat: 9.01824951171875 (9.01824951171875) | > loss_mel: 14.16091251373291 (14.16091251373291) | > loss_duration: 1.7264351844787598 (1.7264351844787598) | > loss_1: 29.993732452392578 (29.993732452392578)  --> STEP: 1 | > loss_disc: 2.2819395065307617 (2.2819395065307617) | > loss_disc_real_0: 0.17994943261146545 (0.17994943261146545) | > loss_disc_real_1: 0.17410273849964142 (0.17410273849964142) | > loss_disc_real_2: 0.2618779242038727 (0.2618779242038727) | > loss_disc_real_3: 0.2505597472190857 (0.2505597472190857) | > loss_disc_real_4: 0.2553335726261139 (0.2553335726261139) | > loss_disc_real_5: 0.28731557726860046 (0.28731557726860046) | > loss_0: 2.2819395065307617 (2.2819395065307617) | > loss_gen: 3.19636869430542 (3.19636869430542) | > loss_kl: 2.407944679260254 (2.407944679260254) | > loss_feat: 9.650205612182617 (9.650205612182617) | > loss_mel: 15.516369819641113 (15.516369819641113) | > loss_duration: 1.847831130027771 (1.847831130027771) | > loss_1: 32.61872100830078 (32.61872100830078)  --> STEP: 2 | > loss_disc: 2.444270133972168 (2.363104820251465) | > loss_disc_real_0: 0.21314075589179993 (0.1965450942516327) | > loss_disc_real_1: 0.1785854995250702 (0.1763441190123558) | > loss_disc_real_2: 0.24913574755191803 (0.25550683587789536) | > loss_disc_real_3: 0.24051380157470703 (0.24553677439689636) | > loss_disc_real_4: 0.2663676142692566 (0.26085059344768524) | > loss_disc_real_5: 0.2812407612800598 (0.28427816927433014) | > loss_0: 2.444270133972168 (2.363104820251465) | > loss_gen: 2.7928686141967773 (2.9946186542510986) | > loss_kl: 2.0914337635040283 (2.249689221382141) | > loss_feat: 7.155144691467285 (8.402675151824951) | > loss_mel: 12.708675384521484 (14.112522602081299) | > loss_duration: 1.8823257684707642 (1.8650784492492676) | > loss_1: 26.630449295043945 (29.624585151672363)  --> STEP: 3 | > loss_disc: 2.3450331687927246 (2.3570809364318848) | > loss_disc_real_0: 0.18408769369125366 (0.192392627398173) | > loss_disc_real_1: 0.17663168907165527 (0.17643997569878897) | > loss_disc_real_2: 0.24523986876010895 (0.25208451350529987) | > loss_disc_real_3: 0.23123767971992493 (0.24077040950457254) | > loss_disc_real_4: 0.286028653383255 (0.2692432800928752) | > loss_disc_real_5: 0.2843143939971924 (0.28429024418195087) | > loss_0: 2.3450331687927246 (2.3570809364318848) | > loss_gen: 3.046543836593628 (3.011927048365275) | > loss_kl: 2.1325392723083496 (2.210639238357544) | > loss_feat: 8.428194046020508 (8.411181449890137) | > loss_mel: 14.411330223083496 (14.212125142415365) | > loss_duration: 1.861461877822876 (1.8638729254404705) | > loss_1: 29.880069732666016 (29.709746678670246)  --> STEP: 4 | > loss_disc: 2.316573143005371 (2.3469539880752563) | > loss_disc_real_0: 0.16577565670013428 (0.18573838472366333) | > loss_disc_real_1: 0.17662015557289124 (0.17648502066731453) | > loss_disc_real_2: 0.26440659165382385 (0.2551650330424309) | > loss_disc_real_3: 0.2165054976940155 (0.2347041815519333) | > loss_disc_real_4: 0.24404151737689972 (0.2629428394138813) | > loss_disc_real_5: 0.3201165795326233 (0.293246828019619) | > loss_0: 2.316573143005371 (2.3469539880752563) | > loss_gen: 3.1043663024902344 (3.035036861896515) | > loss_kl: 1.8697664737701416 (2.1254210472106934) | > loss_feat: 8.605731964111328 (8.459819078445435) | > loss_mel: 13.438827514648438 (14.018800735473633) | > loss_duration: 1.7686870098114014 (1.8400764465332031) | > loss_1: 28.787378311157227 (29.479154586791992) --> EVAL PERFORMANCE | > avg_loader_time: 0.3278377652168274 (+0.0062018632888793945) | > avg_loss_disc: 2.3469539880752563 (+0.01690995693206787) | > avg_loss_disc_real_0: 0.18573838472366333 (+0.06470935046672821) | > avg_loss_disc_real_1: 0.17648502066731453 (-0.018930088728666306) | > avg_loss_disc_real_2: 0.2551650330424309 (+0.008640781044960022) | > avg_loss_disc_real_3: 0.2347041815519333 (-0.047512173652648926) | > avg_loss_disc_real_4: 0.2629428394138813 (+0.03727596998214722) | > avg_loss_disc_real_5: 0.293246828019619 (+0.0211012065410614) | > avg_loss_0: 2.3469539880752563 (+0.01690995693206787) | > avg_loss_gen: 3.035036861896515 (+0.28747379779815674) | > avg_loss_kl: 2.1254210472106934 (+0.04258090257644653) | > avg_loss_feat: 8.459819078445435 (+0.1980888843536377) | > avg_loss_mel: 14.018800735473633 (+0.8490445613861084) | > avg_loss_duration: 1.8400764465332031 (+0.008876383304595947) | > avg_loss_1: 29.479154586791992 (+1.3860650062561035)  > EPOCH: 461/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 22:59:59)   --> TIME: 2025-05-11 23:00:11 -- STEP: 12/725 -- GLOBAL_STEP: 380100 | > loss_disc: 2.1313817501068115 (2.1757697661717734) | > loss_disc_real_0: 0.14303527772426605 (0.13019504708548388) | > loss_disc_real_1: 0.2205674648284912 (0.18889707823594412) | > loss_disc_real_2: 0.20075029134750366 (0.18206857269008955) | > loss_disc_real_3: 0.1889948695898056 (0.20571747298041979) | > loss_disc_real_4: 0.1998814046382904 (0.1914851889014244) | > loss_disc_real_5: 0.20217160880565643 (0.21513676519195238) | > loss_0: 2.1313817501068115 (2.1757697661717734) | > grad_norm_0: tensor(27.6309, device='cuda:0') (tensor(20.2486, device='cuda:0')) | > loss_gen: 2.9623475074768066 (2.788856645425161) | > loss_kl: 1.7143983840942383 (1.7513989905516307) | > loss_feat: 8.730201721191406 (8.262921412785849) | > loss_mel: 13.19221305847168 (13.329830725987753) | > loss_duration: 1.6889103651046753 (1.6597756346066792) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.288070678710938 (27.792783578236897) | > grad_norm_1: tensor(549.5550, device='cuda:0') (tensor(397.8518, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8528 (0.8480300108591715) | > loader_time: 0.0105 (0.010775824387868246)  --> TIME: 2025-05-11 23:00:56 -- STEP: 62/725 -- GLOBAL_STEP: 380150 | > loss_disc: 2.1674466133117676 (2.2085254846080655) | > loss_disc_real_0: 0.14776891469955444 (0.13578721280059508) | > loss_disc_real_1: 0.1809537559747696 (0.19046204080504756) | > loss_disc_real_2: 0.1987355351448059 (0.18850382777952382) | > loss_disc_real_3: 0.20619092881679535 (0.2050991774566712) | > loss_disc_real_4: 0.17414550483226776 (0.19446308934880843) | > loss_disc_real_5: 0.22901368141174316 (0.21041961110407306) | > loss_0: 2.1674466133117676 (2.2085254846080655) | > grad_norm_0: tensor(18.4037, device='cuda:0') (tensor(20.4033, device='cuda:0')) | > loss_gen: 2.758477210998535 (2.7404418991458033) | > loss_kl: 1.637573003768921 (1.7241987297611852) | > loss_feat: 8.454355239868164 (8.142338968092394) | > loss_mel: 13.042854309082031 (12.81041411430605) | > loss_duration: 1.7203458547592163 (1.6599237438171142) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.61360740661621 (27.077317453199818) | > grad_norm_1: tensor(495.8882, device='cuda:0') (tensor(378.6215, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8438 (0.8640453084822624) | > loader_time: 0.0099 (0.010586273285650438)  --> TIME: 2025-05-11 23:01:40 -- STEP: 112/725 -- GLOBAL_STEP: 380200 | > loss_disc: 2.2288007736206055 (2.2106195134775986) | > loss_disc_real_0: 0.14116182923316956 (0.13553874853200154) | > loss_disc_real_1: 0.18481522798538208 (0.19060013735932962) | > loss_disc_real_2: 0.19987910985946655 (0.1888972277353917) | > loss_disc_real_3: 0.19541552662849426 (0.20522775753800362) | > loss_disc_real_4: 0.18066364526748657 (0.1953786493145994) | > loss_disc_real_5: 0.21044041216373444 (0.20988155928041255) | > loss_0: 2.2288007736206055 (2.2106195134775986) | > grad_norm_0: tensor(15.2130, device='cuda:0') (tensor(20.8961, device='cuda:0')) | > loss_gen: 2.6126835346221924 (2.742314834679877) | > loss_kl: 1.6948035955429077 (1.7224681004881859) | > loss_feat: 8.111589431762695 (8.147785842418669) | > loss_mel: 12.603639602661133 (12.773259469441005) | > loss_duration: 1.6705445051193237 (1.6638159943478448) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.693260192871094 (27.049644316945756) | > grad_norm_1: tensor(123.5330, device='cuda:0') (tensor(385.9042, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8491 (0.8659605596746717) | > loader_time: 0.0095 (0.010516826595578874)  --> TIME: 2025-05-11 23:02:23 -- STEP: 162/725 -- GLOBAL_STEP: 380250 | > loss_disc: 2.2397913932800293 (2.211502482861648) | > loss_disc_real_0: 0.13958021998405457 (0.13643297157537787) | > loss_disc_real_1: 0.18731172382831573 (0.19036855373853523) | > loss_disc_real_2: 0.21223044395446777 (0.18888231799190422) | > loss_disc_real_3: 0.179204523563385 (0.2050863927529182) | > loss_disc_real_4: 0.21086956560611725 (0.19510935596477846) | > loss_disc_real_5: 0.1912875920534134 (0.20921166903442806) | > loss_0: 2.2397913932800293 (2.211502482861648) | > grad_norm_0: tensor(21.9052, device='cuda:0') (tensor(20.7238, device='cuda:0')) | > loss_gen: 2.669053316116333 (2.7450973281153925) | > loss_kl: 2.0614330768585205 (1.7387964203033919) | > loss_feat: 7.505664825439453 (8.173358340322235) | > loss_mel: 12.530362129211426 (12.79320372475518) | > loss_duration: 1.6148449182510376 (1.6638381959479531) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.381359100341797 (27.114294040350273) | > grad_norm_1: tensor(432.6372, device='cuda:0') (tensor(379.0428, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8421 (0.8638347519768609) | > loader_time: 0.0096 (0.010392739449018314)  --> TIME: 2025-05-11 23:03:08 -- STEP: 212/725 -- GLOBAL_STEP: 380300 | > loss_disc: 2.335444450378418 (2.2174084051600036) | > loss_disc_real_0: 0.14942249655723572 (0.1377081498855127) | > loss_disc_real_1: 0.19165483117103577 (0.19074956538542268) | > loss_disc_real_2: 0.20011702179908752 (0.18955602595266305) | > loss_disc_real_3: 0.2097497582435608 (0.2059106041659724) | > loss_disc_real_4: 0.22056061029434204 (0.19598160951205026) | > loss_disc_real_5: 0.19342069327831268 (0.20919232977167615) | > loss_0: 2.335444450378418 (2.2174084051600036) | > grad_norm_0: tensor(28.2463, device='cuda:0') (tensor(21.2768, device='cuda:0')) | > loss_gen: 2.47874116897583 (2.742517207028731) | > loss_kl: 1.7079577445983887 (1.7429608140351638) | > loss_feat: 7.945128917694092 (8.169944891389813) | > loss_mel: 12.278372764587402 (12.820863021994537) | > loss_duration: 1.6779104471206665 (1.6639648349779956) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.088109970092773 (27.14025081778473) | > grad_norm_1: tensor(507.7231, device='cuda:0') (tensor(376.2954, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8737 (0.8681968371823149) | > loader_time: 0.0102 (0.010472895964136659)  --> TIME: 2025-05-11 23:03:52 -- STEP: 262/725 -- GLOBAL_STEP: 380350 | > loss_disc: 2.2370879650115967 (2.2178547327755056) | > loss_disc_real_0: 0.1220802441239357 (0.1377224467751633) | > loss_disc_real_1: 0.17680251598358154 (0.19122016145527823) | > loss_disc_real_2: 0.18465836346149445 (0.18918249375037566) | > loss_disc_real_3: 0.19456015527248383 (0.20591545184604995) | > loss_disc_real_4: 0.19418616592884064 (0.1958469651810086) | > loss_disc_real_5: 0.222334086894989 (0.20940206956317406) | > loss_0: 2.2370879650115967 (2.2178547327755056) | > grad_norm_0: tensor(10.7261, device='cuda:0') (tensor(20.3888, device='cuda:0')) | > loss_gen: 2.5900909900665283 (2.7385750581289976) | > loss_kl: 1.6167595386505127 (1.737041514338428) | > loss_feat: 7.5426859855651855 (8.173490593451588) | > loss_mel: 12.661030769348145 (12.84414218218272) | > loss_duration: 1.6737526655197144 (1.6649428474084111) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.084320068359375 (27.15819219778513) | > grad_norm_1: tensor(176.7725, device='cuda:0') (tensor(362.1289, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.9018 (0.867466535277039) | > loader_time: 0.01 (0.010450535148154685)  --> TIME: 2025-05-11 23:04:36 -- STEP: 312/725 -- GLOBAL_STEP: 380400 | > loss_disc: 2.2773005962371826 (2.2133182252828894) | > loss_disc_real_0: 0.18242566287517548 (0.13837617253645865) | > loss_disc_real_1: 0.18975625932216644 (0.1909129636314434) | > loss_disc_real_2: 0.17707565426826477 (0.18890020375450445) | > loss_disc_real_3: 0.19655215740203857 (0.20548547661075225) | > loss_disc_real_4: 0.2043488472700119 (0.19539148594515443) | > loss_disc_real_5: 0.1861591339111328 (0.20839683487056157) | > loss_0: 2.2773005962371826 (2.2133182252828894) | > grad_norm_0: tensor(34.2794, device='cuda:0') (tensor(21.1289, device='cuda:0')) | > loss_gen: 2.560373306274414 (2.747694950837355) | > loss_kl: 1.6803289651870728 (1.7322866538396249) | > loss_feat: 7.103299617767334 (8.178308110970729) | > loss_mel: 11.201120376586914 (12.829619759168377) | > loss_duration: 1.6694327592849731 (1.6644992912426972) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.214555740356445 (27.152408752685943) | > grad_norm_1: tensor(578.1362, device='cuda:0') (tensor(372.3747, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8643 (0.8668747215698931) | > loader_time: 0.0098 (0.010402169747230327)  --> TIME: 2025-05-11 23:05:20 -- STEP: 362/725 -- GLOBAL_STEP: 380450 | > loss_disc: 2.1074087619781494 (2.2131880893891704) | > loss_disc_real_0: 0.10452087223529816 (0.1382941584725406) | > loss_disc_real_1: 0.16533130407333374 (0.19066030313955473) | > loss_disc_real_2: 0.17470332980155945 (0.18881646778372765) | > loss_disc_real_3: 0.22271162271499634 (0.20557305072717244) | > loss_disc_real_4: 0.198798269033432 (0.1956032019376096) | > loss_disc_real_5: 0.1976904571056366 (0.20829695784255287) | > loss_0: 2.1074087619781494 (2.2131880893891704) | > grad_norm_0: tensor(10.2580, device='cuda:0') (tensor(21.1267, device='cuda:0')) | > loss_gen: 2.948728561401367 (2.7474747296854947) | > loss_kl: 1.8486380577087402 (1.7264761895105984) | > loss_feat: 9.173480033874512 (8.163868140120549) | > loss_mel: 14.468582153320312 (12.81706501238912) | > loss_duration: 1.6089015007019043 (1.6636015114204659) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.048330307006836 (27.11848560354328) | > grad_norm_1: tensor(170.4260, device='cuda:0') (tensor(374.6602, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8745 (0.867040408250377) | > loader_time: 0.0105 (0.010393714377893264)  --> TIME: 2025-05-11 23:06:04 -- STEP: 412/725 -- GLOBAL_STEP: 380500 | > loss_disc: 2.2315866947174072 (2.2089607651951253) | > loss_disc_real_0: 0.12775959074497223 (0.13805650608632172) | > loss_disc_real_1: 0.21364472806453705 (0.190243290249005) | > loss_disc_real_2: 0.16809552907943726 (0.18879928219231584) | > loss_disc_real_3: 0.19461016356945038 (0.20487598275530686) | > loss_disc_real_4: 0.19428710639476776 (0.19513794671273926) | > loss_disc_real_5: 0.19572867453098297 (0.20803184716880901) | > loss_0: 2.2315866947174072 (2.2089607651951253) | > grad_norm_0: tensor(18.8592, device='cuda:0') (tensor(21.4979, device='cuda:0')) | > loss_gen: 2.7439723014831543 (2.758090589231658) | > loss_kl: 1.8522087335586548 (1.7267401143185144) | > loss_feat: 8.109343528747559 (8.205076828743662) | > loss_mel: 11.769408226013184 (12.868601926322118) | > loss_duration: 1.6758296489715576 (1.6638334572893902) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.1507625579834 (27.222342935580656) | > grad_norm_1: tensor(552.0987, device='cuda:0') (tensor(379.3853, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8743 (0.8668922695141397) | > loader_time: 0.0099 (0.010380254787148779)  --> TIME: 2025-05-11 23:06:48 -- STEP: 462/725 -- GLOBAL_STEP: 380550 | > loss_disc: 2.0950815677642822 (2.206446545464653) | > loss_disc_real_0: 0.12468929588794708 (0.13761515163885057) | > loss_disc_real_1: 0.1822645664215088 (0.19021817677335812) | > loss_disc_real_2: 0.19127029180526733 (0.18916536238673443) | > loss_disc_real_3: 0.1905326396226883 (0.2045627785645006) | > loss_disc_real_4: 0.1912425011396408 (0.1949673362108536) | > loss_disc_real_5: 0.20528914034366608 (0.20772123556116442) | > loss_0: 2.0950815677642822 (2.206446545464653) | > grad_norm_0: tensor(13.1074, device='cuda:0') (tensor(21.5776, device='cuda:0')) | > loss_gen: 2.904341697692871 (2.764425589924767) | > loss_kl: 1.6060712337493896 (1.726867461359346) | > loss_feat: 9.2188138961792 (8.241076835822248) | > loss_mel: 13.370585441589355 (12.899327771488203) | > loss_duration: 1.685183048248291 (1.6633564705972548) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.78499412536621 (27.295054142609306) | > grad_norm_1: tensor(301.8818, device='cuda:0') (tensor(378.1611, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8103 (0.8660649706274919) | > loader_time: 0.0109 (0.010339400985024191)  --> TIME: 2025-05-11 23:07:32 -- STEP: 512/725 -- GLOBAL_STEP: 380600 | > loss_disc: 2.2804667949676514 (2.2075049150735153) | > loss_disc_real_0: 0.13452814519405365 (0.13732770361821173) | > loss_disc_real_1: 0.2091110646724701 (0.19030288391513742) | > loss_disc_real_2: 0.20257598161697388 (0.18931239843368527) | > loss_disc_real_3: 0.2247961312532425 (0.2045769396063406) | > loss_disc_real_4: 0.1890801340341568 (0.19498661754187196) | > loss_disc_real_5: 0.15935015678405762 (0.20793195156147704) | > loss_0: 2.2804667949676514 (2.2075049150735153) | > grad_norm_0: tensor(15.5929, device='cuda:0') (tensor(21.0537, device='cuda:0')) | > loss_gen: 2.5857341289520264 (2.760211800225079) | > loss_kl: 1.5622025728225708 (1.722650902112946) | > loss_feat: 7.310781002044678 (8.229237435385592) | > loss_mel: 11.396990776062012 (12.897905115038153) | > loss_duration: 1.6269476413726807 (1.6639894025865942) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.482654571533203 (27.273994658142332) | > grad_norm_1: tensor(358.6837, device='cuda:0') (tensor(369.2635, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8567 (0.865843497682363) | > loader_time: 0.0107 (0.010358526371419428)  --> TIME: 2025-05-11 23:08:16 -- STEP: 562/725 -- GLOBAL_STEP: 380650 | > loss_disc: 2.2631046772003174 (2.2089596100125037) | > loss_disc_real_0: 0.13451288640499115 (0.1372739806028872) | > loss_disc_real_1: 0.19599801301956177 (0.19043539384930155) | > loss_disc_real_2: 0.2089208960533142 (0.18940168197574989) | > loss_disc_real_3: 0.20234103500843048 (0.2046643663396615) | > loss_disc_real_4: 0.20972180366516113 (0.19518882948308652) | > loss_disc_real_5: 0.24709010124206543 (0.20835268086491956) | > loss_0: 2.2631046772003174 (2.2089596100125037) | > grad_norm_0: tensor(13.2152, device='cuda:0') (tensor(21.1607, device='cuda:0')) | > loss_gen: 2.6738526821136475 (2.759267613556885) | > loss_kl: 1.6358082294464111 (1.7234873610459192) | > loss_feat: 7.716757774353027 (8.212456281499088) | > loss_mel: 12.106160163879395 (12.888407328799099) | > loss_duration: 1.6365022659301758 (1.6638323770723307) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.769081115722656 (27.247450957518875) | > grad_norm_1: tensor(341.9649, device='cuda:0') (tensor(372.7886, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.9163 (0.8653495252344532) | > loader_time: 0.0102 (0.01034951082752268)  --> TIME: 2025-05-11 23:09:00 -- STEP: 612/725 -- GLOBAL_STEP: 380700 | > loss_disc: 2.0886404514312744 (2.2079659493920087) | > loss_disc_real_0: 0.11680027842521667 (0.13704892806708815) | > loss_disc_real_1: 0.1581994742155075 (0.1904715642430424) | > loss_disc_real_2: 0.1750209927558899 (0.18947001933759341) | > loss_disc_real_3: 0.18054784834384918 (0.20454308680362182) | > loss_disc_real_4: 0.15622667968273163 (0.195075108651437) | > loss_disc_real_5: 0.20969121158123016 (0.20816764517936828) | > loss_0: 2.0886404514312744 (2.2079659493920087) | > grad_norm_0: tensor(13.5287, device='cuda:0') (tensor(20.9933, device='cuda:0')) | > loss_gen: 2.6601877212524414 (2.7595823360424414) | > loss_kl: 1.7243826389312744 (1.723686166253744) | > loss_feat: 8.311128616333008 (8.215693335127991) | > loss_mel: 13.65038013458252 (12.891192319346406) | > loss_duration: 1.5997759103775024 (1.663444743436925) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.945852279663086 (27.253598873911333) | > grad_norm_1: tensor(68.8906, device='cuda:0') (tensor(372.6706, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8392 (0.8663673038576164) | > loader_time: 0.0092 (0.01034254809610204)  --> TIME: 2025-05-11 23:09:44 -- STEP: 662/725 -- GLOBAL_STEP: 380750 | > loss_disc: 2.233247995376587 (2.2069778856554096) | > loss_disc_real_0: 0.10622604936361313 (0.13710836392019818) | > loss_disc_real_1: 0.20140458643436432 (0.19034994263033123) | > loss_disc_real_2: 0.20083193480968475 (0.18941099478038784) | > loss_disc_real_3: 0.17618747055530548 (0.2044684675119796) | > loss_disc_real_4: 0.20628561079502106 (0.19509080894223882) | > loss_disc_real_5: 0.2522437274456024 (0.20797820810194823) | > loss_0: 2.233247995376587 (2.2069778856554096) | > grad_norm_0: tensor(15.8685, device='cuda:0') (tensor(21.3137, device='cuda:0')) | > loss_gen: 2.8784446716308594 (2.7618508846738195) | > loss_kl: 1.821603775024414 (1.7240486233256012) | > loss_feat: 8.650612831115723 (8.2246470444152) | > loss_mel: 13.903156280517578 (12.899636370898008) | > loss_duration: 1.6652557849884033 (1.6638105657525646) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.91907501220703 (27.273993466195737) | > grad_norm_1: tensor(214.8297, device='cuda:0') (tensor(374.5665, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8884 (0.865659682052013) | > loader_time: 0.01 (0.010331871286259673)  --> TIME: 2025-05-11 23:10:28 -- STEP: 712/725 -- GLOBAL_STEP: 380800 | > loss_disc: 2.3234715461730957 (2.2080490945765177) | > loss_disc_real_0: 0.10959754884243011 (0.13727132265529274) | > loss_disc_real_1: 0.17252445220947266 (0.19039828131456715) | > loss_disc_real_2: 0.19198846817016602 (0.18952609092164574) | > loss_disc_real_3: 0.20398885011672974 (0.20458308398053898) | > loss_disc_real_4: 0.17296811938285828 (0.19511765957380955) | > loss_disc_real_5: 0.19567762315273285 (0.2082640409804462) | > loss_0: 2.3234715461730957 (2.2080490945765177) | > grad_norm_0: tensor(27.1730, device='cuda:0') (tensor(21.4005, device='cuda:0')) | > loss_gen: 2.311645984649658 (2.7616310340634915) | > loss_kl: 1.7191542387008667 (1.7218113362454293) | > loss_feat: 6.510991096496582 (8.224609514300743) | > loss_mel: 12.293298721313477 (12.901488949743545) | > loss_duration: 1.6564810276031494 (1.6635338883386563) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.4915714263916 (27.273074701930696) | > grad_norm_1: tensor(342.6375, device='cuda:0') (tensor(374.2946, device='cuda:0')) | > current_lr_0: 0.00018880009647190835 | > current_lr_1: 0.00018880009647190835 | > step_time: 0.8227 (0.8654739742868403) | > loader_time: 0.0099 (0.010327221972219058)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3261311054229736 (2.3261311054229736) | > loss_disc_real_0: 0.12448802590370178 (0.12448802590370178) | > loss_disc_real_1: 0.2024490237236023 (0.2024490237236023) | > loss_disc_real_2: 0.17531612515449524 (0.17531612515449524) | > loss_disc_real_3: 0.20875827968120575 (0.20875827968120575) | > loss_disc_real_4: 0.262075275182724 (0.262075275182724) | > loss_disc_real_5: 0.22022607922554016 (0.22022607922554016) | > loss_0: 2.3261311054229736 (2.3261311054229736) | > loss_gen: 2.49257755279541 (2.49257755279541) | > loss_kl: 2.187716245651245 (2.187716245651245) | > loss_feat: 8.541363716125488 (8.541363716125488) | > loss_mel: 13.705236434936523 (13.705236434936523) | > loss_duration: 1.7355103492736816 (1.7355103492736816) | > loss_1: 28.662405014038086 (28.662405014038086)  --> STEP: 1 | > loss_disc: 2.3338780403137207 (2.3338780403137207) | > loss_disc_real_0: 0.14470316469669342 (0.14470316469669342) | > loss_disc_real_1: 0.21334314346313477 (0.21334314346313477) | > loss_disc_real_2: 0.20045782625675201 (0.20045782625675201) | > loss_disc_real_3: 0.22772075235843658 (0.22772075235843658) | > loss_disc_real_4: 0.27100175619125366 (0.27100175619125366) | > loss_disc_real_5: 0.2301974594593048 (0.2301974594593048) | > loss_0: 2.3338780403137207 (2.3338780403137207) | > loss_gen: 2.6260128021240234 (2.6260128021240234) | > loss_kl: 2.392340898513794 (2.392340898513794) | > loss_feat: 7.387849807739258 (7.387849807739258) | > loss_mel: 13.276947975158691 (13.276947975158691) | > loss_duration: 1.8740993738174438 (1.8740993738174438) | > loss_1: 27.5572509765625 (27.5572509765625)  --> STEP: 2 | > loss_disc: 2.272942066192627 (2.303410053253174) | > loss_disc_real_0: 0.13373850286006927 (0.13922083377838135) | > loss_disc_real_1: 0.2037251591682434 (0.2085341513156891) | > loss_disc_real_2: 0.1686975210905075 (0.18457767367362976) | > loss_disc_real_3: 0.20264922082424164 (0.2151849865913391) | > loss_disc_real_4: 0.2685026526451111 (0.2697522044181824) | > loss_disc_real_5: 0.2273806929588318 (0.2287890762090683) | > loss_0: 2.272942066192627 (2.303410053253174) | > loss_gen: 2.665902853012085 (2.645957827568054) | > loss_kl: 2.0137100219726562 (2.203025460243225) | > loss_feat: 9.246819496154785 (8.317334651947021) | > loss_mel: 14.533367156982422 (13.905157566070557) | > loss_duration: 1.8719825744628906 (1.8730409741401672) | > loss_1: 30.3317813873291 (28.9445161819458)  --> STEP: 3 | > loss_disc: 2.2547762393951416 (2.287198781967163) | > loss_disc_real_0: 0.12677137553691864 (0.13507101436456045) | > loss_disc_real_1: 0.19467462599277496 (0.20391430954138437) | > loss_disc_real_2: 0.1901548057794571 (0.18643671770890555) | > loss_disc_real_3: 0.21411648392677307 (0.21482881903648376) | > loss_disc_real_4: 0.2729489505290985 (0.2708177864551544) | > loss_disc_real_5: 0.20406420528888702 (0.22054745256900787) | > loss_0: 2.2547762393951416 (2.287198781967163) | > loss_gen: 2.6958842277526855 (2.662599960962931) | > loss_kl: 2.0989229679107666 (2.168324629465739) | > loss_feat: 8.47089958190918 (8.368522961934408) | > loss_mel: 13.202967643737793 (13.671094258626303) | > loss_duration: 1.8352150917053223 (1.8604323466618855) | > loss_1: 28.30388832092285 (28.730973561604817)  --> STEP: 4 | > loss_disc: 2.2371859550476074 (2.274695575237274) | > loss_disc_real_0: 0.11009565740823746 (0.1288271751254797) | > loss_disc_real_1: 0.23204690217971802 (0.2109474577009678) | > loss_disc_real_2: 0.16909493505954742 (0.182101272046566) | > loss_disc_real_3: 0.21571245789527893 (0.21504972875118256) | > loss_disc_real_4: 0.2658848464488983 (0.2695845514535904) | > loss_disc_real_5: 0.2400997132062912 (0.2254355177283287) | > loss_0: 2.2371859550476074 (2.274695575237274) | > loss_gen: 2.768263578414917 (2.6890158653259277) | > loss_kl: 2.000990152359009 (2.1264910101890564) | > loss_feat: 8.610058784484863 (8.428906917572021) | > loss_mel: 14.3155517578125 (13.832208633422852) | > loss_duration: 1.794824481010437 (1.8440303802490234) | > loss_1: 29.489688873291016 (28.920652389526367) --> EVAL PERFORMANCE | > avg_loader_time: 0.329936683177948 (+0.0020989179611206055) | > avg_loss_disc: 2.274695575237274 (-0.07225841283798218) | > avg_loss_disc_real_0: 0.1288271751254797 (-0.05691120959818363) | > avg_loss_disc_real_1: 0.2109474577009678 (+0.03446243703365326) | > avg_loss_disc_real_2: 0.182101272046566 (-0.07306376099586487) | > avg_loss_disc_real_3: 0.21504972875118256 (-0.019654452800750732) | > avg_loss_disc_real_4: 0.2695845514535904 (+0.006641712039709091) | > avg_loss_disc_real_5: 0.2254355177283287 (-0.06781131029129028) | > avg_loss_0: 2.274695575237274 (-0.07225841283798218) | > avg_loss_gen: 2.6890158653259277 (-0.34602099657058716) | > avg_loss_kl: 2.1264910101890564 (+0.0010699629783630371) | > avg_loss_feat: 8.428906917572021 (-0.030912160873413086) | > avg_loss_mel: 13.832208633422852 (-0.18659210205078125) | > avg_loss_duration: 1.8440303802490234 (+0.0039539337158203125) | > avg_loss_1: 28.920652389526367 (-0.558502197265625)  > EPOCH: 462/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 23:10:46)   --> TIME: 2025-05-11 23:11:20 -- STEP: 37/725 -- GLOBAL_STEP: 380850 | > loss_disc: 2.1795334815979004 (2.216804987675435) | > loss_disc_real_0: 0.17423757910728455 (0.13723397738224752) | > loss_disc_real_1: 0.1716340035200119 (0.19047025691818548) | > loss_disc_real_2: 0.20336048305034637 (0.19181265661845337) | > loss_disc_real_3: 0.20674827694892883 (0.20475487491569003) | > loss_disc_real_4: 0.16184869408607483 (0.19390557102254918) | > loss_disc_real_5: 0.23152326047420502 (0.21090532758751432) | > loss_0: 2.1795334815979004 (2.216804987675435) | > grad_norm_0: tensor(32.9088, device='cuda:0') (tensor(21.2201, device='cuda:0')) | > loss_gen: 2.9020209312438965 (2.7474353828945675) | > loss_kl: 1.8362298011779785 (1.740863925701863) | > loss_feat: 8.794108390808105 (8.233333097921832) | > loss_mel: 12.29030704498291 (13.05941813700908) | > loss_duration: 1.6673885583877563 (1.6600520063090969) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.49005699157715 (27.441102466067754) | > grad_norm_1: tensor(456.0563, device='cuda:0') (tensor(367.8978, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.875 (0.8613436222076417) | > loader_time: 0.01 (0.010226623432056325)  --> TIME: 2025-05-11 23:12:04 -- STEP: 87/725 -- GLOBAL_STEP: 380900 | > loss_disc: 2.121986150741577 (2.190847492766106) | > loss_disc_real_0: 0.12720987200737 (0.1331919961790929) | > loss_disc_real_1: 0.18729791045188904 (0.1894516059379468) | > loss_disc_real_2: 0.18881003558635712 (0.18939157772338258) | > loss_disc_real_3: 0.20333987474441528 (0.20302454442128368) | > loss_disc_real_4: 0.18770527839660645 (0.19411397853801998) | > loss_disc_real_5: 0.20830029249191284 (0.20654451795693102) | > loss_0: 2.121986150741577 (2.190847492766106) | > grad_norm_0: tensor(14.4421, device='cuda:0') (tensor(20.3893, device='cuda:0')) | > loss_gen: 2.8732728958129883 (2.7699738425770013) | > loss_kl: 1.6479796171188354 (1.727712265376387) | > loss_feat: 9.382372856140137 (8.340897675218251) | > loss_mel: 13.693729400634766 (13.065678629381903) | > loss_duration: 1.649717926979065 (1.6622215687543496) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.247072219848633 (27.566483837434614) | > grad_norm_1: tensor(481.8863, device='cuda:0') (tensor(376.6727, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8412 (0.8644651791145062) | > loader_time: 0.0105 (0.010321132067976324)  --> TIME: 2025-05-11 23:12:48 -- STEP: 137/725 -- GLOBAL_STEP: 380950 | > loss_disc: 2.1583101749420166 (2.1969956046473365) | > loss_disc_real_0: 0.09064892679452896 (0.13458260518573495) | > loss_disc_real_1: 0.1694503277540207 (0.18914995728618036) | > loss_disc_real_2: 0.15022534132003784 (0.18902007093394763) | > loss_disc_real_3: 0.2145426720380783 (0.2038070467049188) | > loss_disc_real_4: 0.19155342876911163 (0.19448510312686007) | > loss_disc_real_5: 0.17928755283355713 (0.2075834412426844) | > loss_0: 2.1583101749420166 (2.1969956046473365) | > grad_norm_0: tensor(29.3973, device='cuda:0') (tensor(21.1344, device='cuda:0')) | > loss_gen: 2.8055806159973145 (2.7701539819257963) | > loss_kl: 1.8140512704849243 (1.7275456268421925) | > loss_feat: 8.185914993286133 (8.305701485515513) | > loss_mel: 12.609954833984375 (13.021903420886854) | > loss_duration: 1.6381583213806152 (1.6623759269714355) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.053659439086914 (27.487680351647143) | > grad_norm_1: tensor(467.9559, device='cuda:0') (tensor(386.1230, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8256 (0.8634028434753418) | > loader_time: 0.01 (0.0102430016454989)  --> TIME: 2025-05-11 23:13:33 -- STEP: 187/725 -- GLOBAL_STEP: 381000 | > loss_disc: 2.2777607440948486 (2.194786761533767) | > loss_disc_real_0: 0.15230140089988708 (0.13479283368364378) | > loss_disc_real_1: 0.19260837137699127 (0.18920467674413474) | > loss_disc_real_2: 0.20731444656848907 (0.18839501641332146) | > loss_disc_real_3: 0.21367958188056946 (0.20430372735077046) | > loss_disc_real_4: 0.20820839703083038 (0.19457741384518978) | > loss_disc_real_5: 0.20284250378608704 (0.20775755108359026) | > loss_0: 2.2777607440948486 (2.194786761533767) | > grad_norm_0: tensor(33.1163, device='cuda:0') (tensor(22.1514, device='cuda:0')) | > loss_gen: 2.523332118988037 (2.7801602702727286) | > loss_kl: 1.846398949623108 (1.7174337171615763) | > loss_feat: 6.8365254402160645 (8.32348728944911) | > loss_mel: 10.75918960571289 (12.989178994122673) | > loss_duration: 1.6929855346679688 (1.66414762690743) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.658432006835938 (27.474407838627616) | > grad_norm_1: tensor(470.9547, device='cuda:0') (tensor(389.1618, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8641 (0.8666996190892183) | > loader_time: 0.01 (0.010222876135678207) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_381000.pth  --> TIME: 2025-05-11 23:14:19 -- STEP: 237/725 -- GLOBAL_STEP: 381050 | > loss_disc: 2.206087827682495 (2.196048341219937) | > loss_disc_real_0: 0.13339199125766754 (0.13626488552817823) | > loss_disc_real_1: 0.19154635071754456 (0.18886886656535834) | > loss_disc_real_2: 0.1927024871110916 (0.18822138960854415) | > loss_disc_real_3: 0.23625610768795013 (0.20438077096446153) | > loss_disc_real_4: 0.2010936290025711 (0.19436640521896542) | > loss_disc_real_5: 0.20571237802505493 (0.20708497560225458) | > loss_0: 2.206087827682495 (2.196048341219937) | > grad_norm_0: tensor(23.5182, device='cuda:0') (tensor(23.0129, device='cuda:0')) | > loss_gen: 2.773820638656616 (2.785842833136707) | > loss_kl: 2.0367050170898438 (1.7199071952562293) | > loss_feat: 8.297530174255371 (8.346485049412719) | > loss_mel: 13.517274856567383 (13.01458137447824) | > loss_duration: 1.6422982215881348 (1.6637856598141825) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.267627716064453 (27.530602145295607) | > grad_norm_1: tensor(495.3007, device='cuda:0') (tensor(389.8118, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8407 (0.866219274102384) | > loader_time: 0.0092 (0.010211023097299817)  --> TIME: 2025-05-11 23:15:03 -- STEP: 287/725 -- GLOBAL_STEP: 381100 | > loss_disc: 2.2472057342529297 (2.1961236714486034) | > loss_disc_real_0: 0.1853789985179901 (0.13647289553378109) | > loss_disc_real_1: 0.18588076531887054 (0.18882054682392693) | > loss_disc_real_2: 0.1852056086063385 (0.18799799872815406) | > loss_disc_real_3: 0.21902360022068024 (0.20436184118641376) | > loss_disc_real_4: 0.20443880558013916 (0.19405744159886235) | > loss_disc_real_5: 0.21728691458702087 (0.20795853352920518) | > loss_0: 2.2472057342529297 (2.1961236714486034) | > grad_norm_0: tensor(50.7180, device='cuda:0') (tensor(22.3983, device='cuda:0')) | > loss_gen: 2.6505014896392822 (2.781010657652744) | > loss_kl: 1.6835793256759644 (1.7240146502385159) | > loss_feat: 7.918313980102539 (8.347629065297621) | > loss_mel: 12.7081937789917 (13.024989619903035) | > loss_duration: 1.6665339469909668 (1.6631701067349633) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.62712287902832 (27.54081413720958) | > grad_norm_1: tensor(464.7876, device='cuda:0') (tensor(380.1518, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8195 (0.8645380565098353) | > loader_time: 0.0097 (0.010207977859816064)  --> TIME: 2025-05-11 23:15:46 -- STEP: 337/725 -- GLOBAL_STEP: 381150 | > loss_disc: 2.126786231994629 (2.1963745150438743) | > loss_disc_real_0: 0.15836869180202484 (0.13661885480410277) | > loss_disc_real_1: 0.14707648754119873 (0.18870677664124302) | > loss_disc_real_2: 0.18672092258930206 (0.18821073445085246) | > loss_disc_real_3: 0.20685382187366486 (0.2041454263009374) | > loss_disc_real_4: 0.19494184851646423 (0.1942683721419966) | > loss_disc_real_5: 0.21830716729164124 (0.2078236681063734) | > loss_0: 2.126786231994629 (2.1963745150438743) | > grad_norm_0: tensor(20.1253, device='cuda:0') (tensor(22.5399, device='cuda:0')) | > loss_gen: 2.8063082695007324 (2.7791106432057275) | > loss_kl: 1.843645453453064 (1.7264028398502478) | > loss_feat: 8.165996551513672 (8.33892554699136) | > loss_mel: 12.692992210388184 (13.017883130987602) | > loss_duration: 1.6406528949737549 (1.6621810250890712) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.149595260620117 (27.524503204164585) | > grad_norm_1: tensor(488.0112, device='cuda:0') (tensor(379.9555, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8958 (0.8643744727624276) | > loader_time: 0.01 (0.010149987585820499)  --> TIME: 2025-05-11 23:16:31 -- STEP: 387/725 -- GLOBAL_STEP: 381200 | > loss_disc: 2.207288980484009 (2.1969709168416873) | > loss_disc_real_0: 0.13038402795791626 (0.13659915578303727) | > loss_disc_real_1: 0.18576115369796753 (0.18893470932808965) | > loss_disc_real_2: 0.18632718920707703 (0.18826307783755222) | > loss_disc_real_3: 0.23577861487865448 (0.20411688320396482) | > loss_disc_real_4: 0.23490940034389496 (0.1942214836060847) | > loss_disc_real_5: 0.21093271672725677 (0.2079117280414246) | > loss_0: 2.207288980484009 (2.1969709168416873) | > grad_norm_0: tensor(15.2812, device='cuda:0') (tensor(22.1790, device='cuda:0')) | > loss_gen: 2.814166784286499 (2.7748354325306828) | > loss_kl: 1.5045857429504395 (1.73035411378826) | > loss_feat: 8.171521186828613 (8.316942065877198) | > loss_mel: 12.502548217773438 (12.984475194945816) | > loss_duration: 1.7377580404281616 (1.6622486253117403) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.730581283569336 (27.46885545617234) | > grad_norm_1: tensor(278.4534, device='cuda:0') (tensor(373.7661, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8687 (0.8645999406967361) | > loader_time: 0.0101 (0.010168604764519421)  --> TIME: 2025-05-11 23:17:14 -- STEP: 437/725 -- GLOBAL_STEP: 381250 | > loss_disc: 2.1204237937927246 (2.1953172400014056) | > loss_disc_real_0: 0.08901422470808029 (0.13620262952772932) | > loss_disc_real_1: 0.18625780940055847 (0.18883041505546272) | > loss_disc_real_2: 0.18232858180999756 (0.18797784614071966) | > loss_disc_real_3: 0.21245810389518738 (0.20403326215814943) | > loss_disc_real_4: 0.22741614282131195 (0.1941869686479154) | > loss_disc_real_5: 0.23656682670116425 (0.20784758123434927) | > loss_0: 2.1204237937927246 (2.1953172400014056) | > grad_norm_0: tensor(17.0245, device='cuda:0') (tensor(21.9322, device='cuda:0')) | > loss_gen: 2.906803607940674 (2.7770484879578836) | > loss_kl: 1.8338066339492798 (1.7281261057820967) | > loss_feat: 8.22795581817627 (8.316767520162552) | > loss_mel: 13.45704460144043 (12.989490026740242) | > loss_duration: 1.6130218505859375 (1.6621340213160218) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.038631439208984 (27.473566168778543) | > grad_norm_1: tensor(510.3682, device='cuda:0') (tensor(374.2304, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.9067 (0.8640800351681917) | > loader_time: 0.0101 (0.010158085441152888)  --> TIME: 2025-05-11 23:17:59 -- STEP: 487/725 -- GLOBAL_STEP: 381300 | > loss_disc: 2.3819515705108643 (2.19827040754549) | > loss_disc_real_0: 0.1941821426153183 (0.13661278349785352) | > loss_disc_real_1: 0.20057731866836548 (0.189312784578766) | > loss_disc_real_2: 0.17957304418087006 (0.18820903069307182) | > loss_disc_real_3: 0.21845798194408417 (0.20384792582699895) | > loss_disc_real_4: 0.1891482025384903 (0.19417242815974314) | > loss_disc_real_5: 0.20204125344753265 (0.20804747642310492) | > loss_0: 2.3819515705108643 (2.19827040754549) | > grad_norm_0: tensor(8.4303, device='cuda:0') (tensor(21.9948, device='cuda:0')) | > loss_gen: 2.6992030143737793 (2.7715643294293297) | > loss_kl: 1.6747863292694092 (1.723505614229786) | > loss_feat: 7.771600246429443 (8.283646991855063) | > loss_mel: 11.807080268859863 (12.954673974665774) | > loss_duration: 1.6429625749588013 (1.6622896534706286) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.59563446044922 (27.3956805705045) | > grad_norm_1: tensor(211.9207, device='cuda:0') (tensor(374.3882, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8325 (0.8650029885450673) | > loader_time: 0.0103 (0.010153373408856085)  --> TIME: 2025-05-11 23:18:42 -- STEP: 537/725 -- GLOBAL_STEP: 381350 | > loss_disc: 2.085980176925659 (2.1985708295299995) | > loss_disc_real_0: 0.13200034201145172 (0.13648620222866872) | > loss_disc_real_1: 0.20081400871276855 (0.18928833111593404) | > loss_disc_real_2: 0.18070077896118164 (0.18827271039703483) | > loss_disc_real_3: 0.2095046043395996 (0.20403508062247233) | > loss_disc_real_4: 0.17184464633464813 (0.19436894096364746) | > loss_disc_real_5: 0.21637165546417236 (0.20815266666021648) | > loss_0: 2.085980176925659 (2.1985708295299995) | > grad_norm_0: tensor(23.4152, device='cuda:0') (tensor(21.7897, device='cuda:0')) | > loss_gen: 2.8965678215026855 (2.7707135650698707) | > loss_kl: 1.715982437133789 (1.7221901108210758) | > loss_feat: 8.856315612792969 (8.289664497588598) | > loss_mel: 13.871374130249023 (12.959121975818826) | > loss_duration: 1.6727120876312256 (1.6625534076264448) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.01295280456543 (27.404243590001514) | > grad_norm_1: tensor(563.0435, device='cuda:0') (tensor(373.1735, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8672 (0.8645363204750047) | > loader_time: 0.0092 (0.010158753705868282)  --> TIME: 2025-05-11 23:19:26 -- STEP: 587/725 -- GLOBAL_STEP: 381400 | > loss_disc: 2.140857696533203 (2.197718603241381) | > loss_disc_real_0: 0.12176688015460968 (0.1361641685337184) | > loss_disc_real_1: 0.1683710515499115 (0.18912985133962298) | > loss_disc_real_2: 0.17887960374355316 (0.1881295983795413) | > loss_disc_real_3: 0.17514872550964355 (0.2042732841670005) | > loss_disc_real_4: 0.1758037507534027 (0.19423392435354928) | > loss_disc_real_5: 0.20121251046657562 (0.2081494343290947) | > loss_0: 2.140857696533203 (2.197718603241381) | > grad_norm_0: tensor(16.9417, device='cuda:0') (tensor(21.8250, device='cuda:0')) | > loss_gen: 2.8553357124328613 (2.770604242864215) | > loss_kl: 1.6822364330291748 (1.723529639398422) | > loss_feat: 8.949419021606445 (8.298716383451502) | > loss_mel: 13.332948684692383 (12.95841076020691) | > loss_duration: 1.6425538063049316 (1.6620573477606957) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.462491989135742 (27.413318416329) | > grad_norm_1: tensor(310.5874, device='cuda:0') (tensor(374.9002, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8785 (0.8643290371058139) | > loader_time: 0.0123 (0.01016105825693887)  --> TIME: 2025-05-11 23:20:10 -- STEP: 637/725 -- GLOBAL_STEP: 381450 | > loss_disc: 2.225430488586426 (2.1977921890875605) | > loss_disc_real_0: 0.09870382398366928 (0.13631800976194433) | > loss_disc_real_1: 0.19389963150024414 (0.18912296797173744) | > loss_disc_real_2: 0.16920040547847748 (0.1881063248336409) | > loss_disc_real_3: 0.20680643618106842 (0.20428147659384097) | > loss_disc_real_4: 0.1929916888475418 (0.19419744126557184) | > loss_disc_real_5: 0.21827822923660278 (0.20811232620356038) | > loss_0: 2.225430488586426 (2.1977921890875605) | > grad_norm_0: tensor(8.5207, device='cuda:0') (tensor(21.8364, device='cuda:0')) | > loss_gen: 2.773256301879883 (2.769198596571079) | > loss_kl: 1.598411202430725 (1.7203186561398829) | > loss_feat: 7.67273473739624 (8.285905591734172) | > loss_mel: 12.623531341552734 (12.950780684382808) | > loss_duration: 1.637699007987976 (1.6619842683127377) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.305631637573242 (27.388187833633296) | > grad_norm_1: tensor(248.5172, device='cuda:0') (tensor(373.7130, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8607 (0.8644541672297886) | > loader_time: 0.0095 (0.010185074768785028)  --> TIME: 2025-05-11 23:20:54 -- STEP: 687/725 -- GLOBAL_STEP: 381500 | > loss_disc: 2.0216286182403564 (2.197158039570549) | > loss_disc_real_0: 0.10638748854398727 (0.1362657230862538) | > loss_disc_real_1: 0.18911392986774445 (0.1890712150276315) | > loss_disc_real_2: 0.18299996852874756 (0.18810659076535893) | > loss_disc_real_3: 0.19163820147514343 (0.20423767367564952) | > loss_disc_real_4: 0.1621813327074051 (0.19403724984050313) | > loss_disc_real_5: 0.17628373205661774 (0.20814698246976004) | > loss_0: 2.0216286182403564 (2.197158039570549) | > grad_norm_0: tensor(13.0503, device='cuda:0') (tensor(21.5860, device='cuda:0')) | > loss_gen: 3.0700390338897705 (2.7696979913475563) | > loss_kl: 1.619141697883606 (1.7203243752233848) | > loss_feat: 9.497612953186035 (8.295276545367742) | > loss_mel: 14.800200462341309 (12.95867892019614) | > loss_duration: 1.6851367950439453 (1.662198633606256) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.672130584716797 (27.406176474070094) | > grad_norm_1: tensor(297.9928, device='cuda:0') (tensor(370.6764, device='cuda:0')) | > current_lr_0: 0.00018877649645984934 | > current_lr_1: 0.00018877649645984934 | > step_time: 0.8978 (0.8640327182919698) | > loader_time: 0.0103 (0.010174585048114713)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.304177761077881 (2.304177761077881) | > loss_disc_real_0: 0.154785618185997 (0.154785618185997) | > loss_disc_real_1: 0.18555715680122375 (0.18555715680122375) | > loss_disc_real_2: 0.2434660643339157 (0.2434660643339157) | > loss_disc_real_3: 0.26547449827194214 (0.26547449827194214) | > loss_disc_real_4: 0.3195667862892151 (0.3195667862892151) | > loss_disc_real_5: 0.22811591625213623 (0.22811591625213623) | > loss_0: 2.304177761077881 (2.304177761077881) | > loss_gen: 3.004319429397583 (3.004319429397583) | > loss_kl: 2.126922369003296 (2.126922369003296) | > loss_feat: 8.577560424804688 (8.577560424804688) | > loss_mel: 13.141721725463867 (13.141721725463867) | > loss_duration: 1.717085361480713 (1.717085361480713) | > loss_1: 28.567609786987305 (28.567609786987305)  --> STEP: 1 | > loss_disc: 2.287734031677246 (2.287734031677246) | > loss_disc_real_0: 0.15989041328430176 (0.15989041328430176) | > loss_disc_real_1: 0.1983937919139862 (0.1983937919139862) | > loss_disc_real_2: 0.25381845235824585 (0.25381845235824585) | > loss_disc_real_3: 0.25457385182380676 (0.25457385182380676) | > loss_disc_real_4: 0.29530346393585205 (0.29530346393585205) | > loss_disc_real_5: 0.2243029922246933 (0.2243029922246933) | > loss_0: 2.287734031677246 (2.287734031677246) | > loss_gen: 2.9653096199035645 (2.9653096199035645) | > loss_kl: 2.056370258331299 (2.056370258331299) | > loss_feat: 7.62086296081543 (7.62086296081543) | > loss_mel: 13.361589431762695 (13.361589431762695) | > loss_duration: 1.8445372581481934 (1.8445372581481934) | > loss_1: 27.848669052124023 (27.848669052124023)  --> STEP: 2 | > loss_disc: 2.2065751552581787 (2.2471545934677124) | > loss_disc_real_0: 0.14010414481163025 (0.149997279047966) | > loss_disc_real_1: 0.19270780682563782 (0.195550799369812) | > loss_disc_real_2: 0.242355078458786 (0.24808676540851593) | > loss_disc_real_3: 0.2664327323436737 (0.26050329208374023) | > loss_disc_real_4: 0.27306705713272095 (0.2841852605342865) | > loss_disc_real_5: 0.20511463284492493 (0.2147088125348091) | > loss_0: 2.2065751552581787 (2.2471545934677124) | > loss_gen: 2.966707706451416 (2.9660086631774902) | > loss_kl: 2.0358057022094727 (2.0460879802703857) | > loss_feat: 8.442402839660645 (8.031632900238037) | > loss_mel: 13.36701774597168 (13.364303588867188) | > loss_duration: 1.8960376977920532 (1.8702874779701233) | > loss_1: 28.707971572875977 (28.2783203125)  --> STEP: 3 | > loss_disc: 2.319662570953369 (2.2713239192962646) | > loss_disc_real_0: 0.16045691072940826 (0.1534838229417801) | > loss_disc_real_1: 0.210602805018425 (0.20056813458601633) | > loss_disc_real_2: 0.2471596747636795 (0.24777773519357046) | > loss_disc_real_3: 0.25398918986320496 (0.25833192467689514) | > loss_disc_real_4: 0.28659287095069885 (0.28498779733975727) | > loss_disc_real_5: 0.22576147317886353 (0.21839303274949393) | > loss_0: 2.319662570953369 (2.2713239192962646) | > loss_gen: 2.8763909339904785 (2.93613608678182) | > loss_kl: 1.9581995010375977 (2.016791820526123) | > loss_feat: 7.09604549407959 (7.719770431518555) | > loss_mel: 11.983684539794922 (12.904097239176432) | > loss_duration: 1.8405052423477173 (1.860360066095988) | > loss_1: 25.754825592041016 (27.43715540568034)  --> STEP: 4 | > loss_disc: 2.43674898147583 (2.312680184841156) | > loss_disc_real_0: 0.16753798723220825 (0.15699736401438713) | > loss_disc_real_1: 0.2147120237350464 (0.20410410687327385) | > loss_disc_real_2: 0.25839507579803467 (0.2504320703446865) | > loss_disc_real_3: 0.24445651471614838 (0.25486307218670845) | > loss_disc_real_4: 0.27390971779823303 (0.2822182774543762) | > loss_disc_real_5: 0.2601221799850464 (0.22882531955838203) | > loss_0: 2.43674898147583 (2.312680184841156) | > loss_gen: 2.6324656009674072 (2.8602184653282166) | > loss_kl: 1.9761459827423096 (2.0066303610801697) | > loss_feat: 6.548457622528076 (7.426942229270935) | > loss_mel: 10.928654670715332 (12.410236597061157) | > loss_duration: 1.790906310081482 (1.8429966270923615) | > loss_1: 23.876630783081055 (26.547024250030518) --> EVAL PERFORMANCE | > avg_loader_time: 0.3275749087333679 (-0.002361774444580078) | > avg_loss_disc: 2.312680184841156 (+0.037984609603881836) | > avg_loss_disc_real_0: 0.15699736401438713 (+0.028170188888907433) | > avg_loss_disc_real_1: 0.20410410687327385 (-0.006843350827693939) | > avg_loss_disc_real_2: 0.2504320703446865 (+0.0683307982981205) | > avg_loss_disc_real_3: 0.25486307218670845 (+0.039813343435525894) | > avg_loss_disc_real_4: 0.2822182774543762 (+0.012633726000785828) | > avg_loss_disc_real_5: 0.22882531955838203 (+0.0033898018300533295) | > avg_loss_0: 2.312680184841156 (+0.037984609603881836) | > avg_loss_gen: 2.8602184653282166 (+0.17120260000228882) | > avg_loss_kl: 2.0066303610801697 (-0.11986064910888672) | > avg_loss_feat: 7.426942229270935 (-1.0019646883010864) | > avg_loss_mel: 12.410236597061157 (-1.4219720363616943) | > avg_loss_duration: 1.8429966270923615 (-0.0010337531566619873) | > avg_loss_1: 26.547024250030518 (-2.3736281394958496)  > EPOCH: 463/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 23:21:34)   --> TIME: 2025-05-11 23:21:47 -- STEP: 12/725 -- GLOBAL_STEP: 381550 | > loss_disc: 2.2970211505889893 (2.206899642944336) | > loss_disc_real_0: 0.14386329054832458 (0.1287059330691894) | > loss_disc_real_1: 0.203787162899971 (0.1886820668975512) | > loss_disc_real_2: 0.19296395778656006 (0.18814482788244882) | > loss_disc_real_3: 0.21291977167129517 (0.20912343015273413) | > loss_disc_real_4: 0.16369923949241638 (0.19712713236610094) | > loss_disc_real_5: 0.20690856873989105 (0.2085532248020172) | > loss_0: 2.2970211505889893 (2.206899642944336) | > grad_norm_0: tensor(27.6344, device='cuda:0') (tensor(21.7504, device='cuda:0')) | > loss_gen: 2.769254207611084 (2.8086587389310202) | > loss_kl: 1.7630040645599365 (1.7276437779267628) | > loss_feat: 8.646060943603516 (8.333102901776632) | > loss_mel: 13.630709648132324 (13.032520612080893) | > loss_duration: 1.6983778476715088 (1.663786232471466) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.507408142089844 (27.565712769826252) | > grad_norm_1: tensor(153.7843, device='cuda:0') (tensor(383.6651, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8531 (0.8508934378623962) | > loader_time: 0.0101 (0.010883410771687826)  --> TIME: 2025-05-11 23:22:31 -- STEP: 62/725 -- GLOBAL_STEP: 381600 | > loss_disc: 2.1554417610168457 (2.2184811676702196) | > loss_disc_real_0: 0.10443244874477386 (0.137503031280733) | > loss_disc_real_1: 0.17292220890522003 (0.19250388467504131) | > loss_disc_real_2: 0.18043363094329834 (0.18941550797993137) | > loss_disc_real_3: 0.21094118058681488 (0.20787412721303203) | > loss_disc_real_4: 0.1811419129371643 (0.19771203278533875) | > loss_disc_real_5: 0.19872435927391052 (0.2078059825205034) | > loss_0: 2.1554417610168457 (2.2184811676702196) | > grad_norm_0: tensor(10.3384, device='cuda:0') (tensor(21.6968, device='cuda:0')) | > loss_gen: 2.6034862995147705 (2.759466686556417) | > loss_kl: 1.8510594367980957 (1.7172224521636963) | > loss_feat: 8.316893577575684 (8.239671807135302) | > loss_mel: 14.069354057312012 (12.954907801843458) | > loss_duration: 1.6983364820480347 (1.6574387954127403) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.53913116455078 (27.32870760271626) | > grad_norm_1: tensor(221.8863, device='cuda:0') (tensor(381.4807, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8617 (0.8677823351275537) | > loader_time: 0.0107 (0.010617848365537582)  --> TIME: 2025-05-11 23:23:15 -- STEP: 112/725 -- GLOBAL_STEP: 381650 | > loss_disc: 2.23726749420166 (2.207333259284496) | > loss_disc_real_0: 0.15944012999534607 (0.13800097908824677) | > loss_disc_real_1: 0.18628142774105072 (0.19035772513598198) | > loss_disc_real_2: 0.18027332425117493 (0.18859395451311559) | > loss_disc_real_3: 0.20440512895584106 (0.20569273217448167) | > loss_disc_real_4: 0.16857507824897766 (0.19601245091429778) | > loss_disc_real_5: 0.2132919281721115 (0.2069484849593469) | > loss_0: 2.23726749420166 (2.207333259284496) | > grad_norm_0: tensor(27.8942, device='cuda:0') (tensor(21.5121, device='cuda:0')) | > loss_gen: 2.6652238368988037 (2.7642619162797932) | > loss_kl: 1.6415127515792847 (1.7121170652764184) | > loss_feat: 7.648050308227539 (8.275121659040453) | > loss_mel: 11.396740913391113 (12.908026908125196) | > loss_duration: 1.6486179828643799 (1.6591717930776733) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.000146865844727 (27.31869946207319) | > grad_norm_1: tensor(321.2378, device='cuda:0') (tensor(378.5649, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8303 (0.8651634752750397) | > loader_time: 0.0098 (0.010399867381368364)  --> TIME: 2025-05-11 23:23:59 -- STEP: 162/725 -- GLOBAL_STEP: 381700 | > loss_disc: 2.3339433670043945 (2.202679447921707) | > loss_disc_real_0: 0.1608073115348816 (0.1376501640511883) | > loss_disc_real_1: 0.199747696518898 (0.1901351782826729) | > loss_disc_real_2: 0.18497395515441895 (0.18885501455745582) | > loss_disc_real_3: 0.18963827192783356 (0.20434872861261721) | > loss_disc_real_4: 0.18081088364124298 (0.195514395741033) | > loss_disc_real_5: 0.201593816280365 (0.2060341645538071) | > loss_0: 2.3339433670043945 (2.202679447921707) | > grad_norm_0: tensor(16.8173, device='cuda:0') (tensor(21.4147, device='cuda:0')) | > loss_gen: 2.643836259841919 (2.767382810145249) | > loss_kl: 1.678674340248108 (1.6972776496851887) | > loss_feat: 7.459115505218506 (8.300011661317614) | > loss_mel: 11.588523864746094 (12.912082218829497) | > loss_duration: 1.6198670864105225 (1.6606451449570832) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.990018844604492 (27.33739954159584) | > grad_norm_1: tensor(352.8766, device='cuda:0') (tensor(379.9410, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8497 (0.8662008370882199) | > loader_time: 0.0108 (0.01028299920352889)  --> TIME: 2025-05-11 23:24:43 -- STEP: 212/725 -- GLOBAL_STEP: 381750 | > loss_disc: 2.1126577854156494 (2.19970562491777) | > loss_disc_real_0: 0.11251828819513321 (0.1370180577812891) | > loss_disc_real_1: 0.18275579810142517 (0.19009386846479373) | > loss_disc_real_2: 0.17910970747470856 (0.18878378662860618) | > loss_disc_real_3: 0.1856328248977661 (0.20436077185396878) | > loss_disc_real_4: 0.17123283445835114 (0.19529594080346935) | > loss_disc_real_5: 0.20575065910816193 (0.20673694278834) | > loss_0: 2.1126577854156494 (2.19970562491777) | > grad_norm_0: tensor(17.8880, device='cuda:0') (tensor(21.0528, device='cuda:0')) | > loss_gen: 2.8926010131835938 (2.7645725461671935) | > loss_kl: 1.6212760210037231 (1.70241420448951) | > loss_feat: 8.989110946655273 (8.305133677878459) | > loss_mel: 13.357253074645996 (12.939260568258897) | > loss_duration: 1.6637293100357056 (1.6614084451828364) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.523969650268555 (27.372789499894633) | > grad_norm_1: tensor(406.0255, device='cuda:0') (tensor(376.6269, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8653 (0.8659789292317517) | > loader_time: 0.0099 (0.010233518087639002)  --> TIME: 2025-05-11 23:25:27 -- STEP: 262/725 -- GLOBAL_STEP: 381800 | > loss_disc: 2.11159086227417 (2.1967568424821833) | > loss_disc_real_0: 0.13792061805725098 (0.13654406300482852) | > loss_disc_real_1: 0.19976313412189484 (0.18984685007852448) | > loss_disc_real_2: 0.23586858808994293 (0.18899538299737087) | > loss_disc_real_3: 0.20438867807388306 (0.20416483800602322) | > loss_disc_real_4: 0.15862511098384857 (0.19494145380631658) | > loss_disc_real_5: 0.18051832914352417 (0.20675657024137847) | > loss_0: 2.11159086227417 (2.1967568424821833) | > grad_norm_0: tensor(24.9179, device='cuda:0') (tensor(20.9929, device='cuda:0')) | > loss_gen: 2.8427062034606934 (2.7703828820745455) | > loss_kl: 1.803823709487915 (1.704465772814423) | > loss_feat: 9.102447509765625 (8.342518675418294) | > loss_mel: 14.68806266784668 (12.95784405715593) | > loss_duration: 1.6595513820648193 (1.662784589610937) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.09659194946289 (27.43799601256393) | > grad_norm_1: tensor(496.2604, device='cuda:0') (tensor(376.7764, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.9107 (0.8657504720542267) | > loader_time: 0.0099 (0.010283638502805292)  --> TIME: 2025-05-11 23:26:11 -- STEP: 312/725 -- GLOBAL_STEP: 381850 | > loss_disc: 2.231839179992676 (2.1951706417095984) | > loss_disc_real_0: 0.12006913125514984 (0.13604782407100377) | > loss_disc_real_1: 0.1921391636133194 (0.18958411074410636) | > loss_disc_real_2: 0.17353199422359467 (0.1891154412371226) | > loss_disc_real_3: 0.20869089663028717 (0.2039087861298751) | > loss_disc_real_4: 0.17455366253852844 (0.1946069462081561) | > loss_disc_real_5: 0.249521866440773 (0.20699927946313834) | > loss_0: 2.231839179992676 (2.1951706417095984) | > grad_norm_0: tensor(24.4706, device='cuda:0') (tensor(20.6953, device='cuda:0')) | > loss_gen: 2.6550071239471436 (2.7735292445390654) | > loss_kl: 1.6041920185089111 (1.709688952718026) | > loss_feat: 7.801777362823486 (8.37720794096971) | > loss_mel: 12.35615062713623 (13.01039657531641) | > loss_duration: 1.6422114372253418 (1.6618775297433892) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.059337615966797 (27.532700281876796) | > grad_norm_1: tensor(535.9291, device='cuda:0') (tensor(372.4449, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8559 (0.8655434602346176) | > loader_time: 0.0103 (0.010284669124163112)  --> TIME: 2025-05-11 23:26:55 -- STEP: 362/725 -- GLOBAL_STEP: 381900 | > loss_disc: 2.3534770011901855 (2.194726420370914) | > loss_disc_real_0: 0.14632073044776917 (0.13526784550419158) | > loss_disc_real_1: 0.19719645380973816 (0.18965827282621053) | > loss_disc_real_2: 0.2010967880487442 (0.18892324826994003) | > loss_disc_real_3: 0.20001725852489471 (0.20408360075555454) | > loss_disc_real_4: 0.21096612513065338 (0.19445244774469359) | > loss_disc_real_5: 0.19718405604362488 (0.20752056626325155) | > loss_0: 2.3534770011901855 (2.194726420370914) | > grad_norm_0: tensor(19.5951, device='cuda:0') (tensor(20.2425, device='cuda:0')) | > loss_gen: 2.602724075317383 (2.77205069420746) | > loss_kl: 1.9072345495224 (1.7174519504631425) | > loss_feat: 6.8490729331970215 (8.371800995663381) | > loss_mel: 10.332524299621582 (12.988033094458823) | > loss_duration: 1.6390992403030396 (1.660874769832547) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.330656051635742 (27.51021151779766) | > grad_norm_1: tensor(388.9594, device='cuda:0') (tensor(366.6577, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8672 (0.8662390583786517) | > loader_time: 0.0107 (0.010275058324824376)  --> TIME: 2025-05-11 23:27:39 -- STEP: 412/725 -- GLOBAL_STEP: 381950 | > loss_disc: 2.2485883235931396 (2.1941733713288927) | > loss_disc_real_0: 0.12653407454490662 (0.1350586942568854) | > loss_disc_real_1: 0.17890401184558868 (0.18965904613577042) | > loss_disc_real_2: 0.18698106706142426 (0.1887030180507494) | > loss_disc_real_3: 0.21285539865493774 (0.20416654078561125) | > loss_disc_real_4: 0.21442310512065887 (0.19428652658769233) | > loss_disc_real_5: 0.23849675059318542 (0.20779499653907654) | > loss_0: 2.2485883235931396 (2.1941733713288927) | > grad_norm_0: tensor(32.0343, device='cuda:0') (tensor(20.4587, device='cuda:0')) | > loss_gen: 2.65515398979187 (2.775842907359299) | > loss_kl: 1.487870216369629 (1.714545025408847) | > loss_feat: 7.913145065307617 (8.360831058141097) | > loss_mel: 12.361031532287598 (12.985413331429939) | > loss_duration: 1.6734952926635742 (1.661241996924853) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.090694427490234 (27.497874366426938) | > grad_norm_1: tensor(444.6564, device='cuda:0') (tensor(369.8087, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8778 (0.8656548498903663) | > loader_time: 0.0098 (0.01024732717032571)  --> TIME: 2025-05-11 23:28:23 -- STEP: 462/725 -- GLOBAL_STEP: 382000 | > loss_disc: 2.267397165298462 (2.1928647157949825) | > loss_disc_real_0: 0.20978917181491852 (0.13495240984605492) | > loss_disc_real_1: 0.18910367786884308 (0.18951167724220264) | > loss_disc_real_2: 0.20885905623435974 (0.18857517322420564) | > loss_disc_real_3: 0.2082144170999527 (0.20409538077585626) | > loss_disc_real_4: 0.19550016522407532 (0.1941427580721967) | > loss_disc_real_5: 0.22683139145374298 (0.20746086079836923) | > loss_0: 2.267397165298462 (2.1928647157949825) | > grad_norm_0: tensor(42.9719, device='cuda:0') (tensor(20.8668, device='cuda:0')) | > loss_gen: 2.838177442550659 (2.778806759165479) | > loss_kl: 1.6877491474151611 (1.7147869452253568) | > loss_feat: 7.511420249938965 (8.367856374550685) | > loss_mel: 12.478458404541016 (13.00327909766854) | > loss_duration: 1.68618643283844 (1.6611588695348591) | > amp_scaler: 512.0 (262.6493506493506) | > loss_1: 26.201990127563477 (27.52588805904637) | > grad_norm_1: tensor(477.8026, device='cuda:0') (tensor(375.2366, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8203 (0.8649749430743131) | > loader_time: 0.0099 (0.010234656271996432) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_382000.pth  --> TIME: 2025-05-11 23:29:09 -- STEP: 512/725 -- GLOBAL_STEP: 382050 | > loss_disc: 2.217961072921753 (2.1965509951114677) | > loss_disc_real_0: 0.1331271231174469 (0.13520690855511922) | > loss_disc_real_1: 0.1811358630657196 (0.18979513473459517) | > loss_disc_real_2: 0.21642372012138367 (0.18882570142159244) | > loss_disc_real_3: 0.21058771014213562 (0.20441739511443302) | > loss_disc_real_4: 0.19203521311283112 (0.19446832581888887) | > loss_disc_real_5: 0.21626615524291992 (0.2077166287926957) | > loss_0: 2.217961072921753 (2.1965509951114677) | > grad_norm_0: tensor(15.4861, device='cuda:0') (tensor(20.7456, device='cuda:0')) | > loss_gen: 2.8225748538970947 (2.772631519008428) | > loss_kl: 1.9200621843338013 (1.7141710803844037) | > loss_feat: 8.382720947265625 (8.334248596802347) | > loss_mel: 13.307929039001465 (12.980819849297408) | > loss_duration: 1.6148103475570679 (1.6619852436706417) | > amp_scaler: 512.0 (287.0) | > loss_1: 28.048097610473633 (27.463856272399433) | > grad_norm_1: tensor(284.1016, device='cuda:0') (tensor(370.9749, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8467 (0.8641943130642176) | > loader_time: 0.0098 (0.01019763574004173)  --> TIME: 2025-05-11 23:29:53 -- STEP: 562/725 -- GLOBAL_STEP: 382100 | > loss_disc: 2.16569447517395 (2.1949948000313984) | > loss_disc_real_0: 0.1433335542678833 (0.1350334061581468) | > loss_disc_real_1: 0.15889304876327515 (0.18966160823335843) | > loss_disc_real_2: 0.1750020831823349 (0.188511099865216) | > loss_disc_real_3: 0.20186524093151093 (0.20428670598094575) | > loss_disc_real_4: 0.18435698747634888 (0.19418113919975918) | > loss_disc_real_5: 0.21077030897140503 (0.20796161144971848) | > loss_0: 2.16569447517395 (2.1949948000313984) | > grad_norm_0: tensor(15.9434, device='cuda:0') (tensor(20.7025, device='cuda:0')) | > loss_gen: 2.8160483837127686 (2.7747109364784484) | > loss_kl: 1.6860504150390625 (1.7174785224144147) | > loss_feat: 8.687936782836914 (8.343296788341204) | > loss_mel: 13.163859367370605 (13.002525032627206) | > loss_duration: 1.6433662176132202 (1.6620274389765852) | > amp_scaler: 256.0 (298.36298932384346) | > loss_1: 27.99725914001465 (27.500038706959362) | > grad_norm_1: tensor(115.9996, device='cuda:0') (tensor(367.6791, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.9113 (0.8641686011039491) | > loader_time: 0.0097 (0.010172071406001295)  --> TIME: 2025-05-11 23:30:37 -- STEP: 612/725 -- GLOBAL_STEP: 382150 | > loss_disc: 2.177196741104126 (2.195803946529339) | > loss_disc_real_0: 0.14966636896133423 (0.13533400386279695) | > loss_disc_real_1: 0.18587182462215424 (0.18968008770272612) | > loss_disc_real_2: 0.18901598453521729 (0.18855973785998786) | > loss_disc_real_3: 0.20160210132598877 (0.20431021279564088) | > loss_disc_real_4: 0.2296566367149353 (0.1940984654124656) | > loss_disc_real_5: 0.19330963492393494 (0.20787572617234754) | > loss_0: 2.177196741104126 (2.195803946529339) | > grad_norm_0: tensor(7.0454, device='cuda:0') (tensor(20.6936, device='cuda:0')) | > loss_gen: 2.7864773273468018 (2.7731257447230275) | > loss_kl: 1.6961420774459839 (1.7192088603194242) | > loss_feat: 8.038058280944824 (8.338357661284652) | > loss_mel: 12.867674827575684 (12.998229040819059) | > loss_duration: 1.6039913892745972 (1.6616499213611369) | > amp_scaler: 256.0 (294.9019607843136) | > loss_1: 26.99234390258789 (27.490571212145237) | > grad_norm_1: tensor(125.0596, device='cuda:0') (tensor(362.1135, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8299 (0.8644418568392988) | > loader_time: 0.0099 (0.010164521488488888)  --> TIME: 2025-05-11 23:31:21 -- STEP: 662/725 -- GLOBAL_STEP: 382200 | > loss_disc: 2.3207879066467285 (2.1946369985799428) | > loss_disc_real_0: 0.15328146517276764 (0.13510150136004037) | > loss_disc_real_1: 0.2171604484319687 (0.18965078296077928) | > loss_disc_real_2: 0.1866740584373474 (0.1883824821055116) | > loss_disc_real_3: 0.20685036480426788 (0.2042937575195131) | > loss_disc_real_4: 0.20514734089374542 (0.19399213072846672) | > loss_disc_real_5: 0.22613205015659332 (0.2079449183901272) | > loss_0: 2.3207879066467285 (2.1946369985799428) | > grad_norm_0: tensor(14.2506, device='cuda:0') (tensor(20.6229, device='cuda:0')) | > loss_gen: 2.6566615104675293 (2.7741130799325213) | > loss_kl: 1.7602442502975464 (1.7188468022649022) | > loss_feat: 7.251945972442627 (8.340966504145964) | > loss_mel: 11.978617668151855 (13.00958133536163) | > loss_duration: 1.6734414100646973 (1.661957770135827) | > amp_scaler: 256.0 (291.9637462235647) | > loss_1: 25.32090950012207 (27.50546547869541) | > grad_norm_1: tensor(330.8513, device='cuda:0') (tensor(360.8362, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8983 (0.864234688058721) | > loader_time: 0.0107 (0.010193957302865661)  --> TIME: 2025-05-11 23:32:05 -- STEP: 712/725 -- GLOBAL_STEP: 382250 | > loss_disc: 2.3556344509124756 (2.196091710684007) | > loss_disc_real_0: 0.13807313144207 (0.1354333954978357) | > loss_disc_real_1: 0.20299383997917175 (0.18975802762119953) | > loss_disc_real_2: 0.19379808008670807 (0.18850192978057298) | > loss_disc_real_3: 0.19192658364772797 (0.20441490390829825) | > loss_disc_real_4: 0.1764608472585678 (0.19409614462363595) | > loss_disc_real_5: 0.20855548977851868 (0.20802288722205037) | > loss_0: 2.3556344509124756 (2.196091710684007) | > grad_norm_0: tensor(11.0536, device='cuda:0') (tensor(20.3696, device='cuda:0')) | > loss_gen: 2.5515687465667725 (2.771333546785826) | > loss_kl: 1.8649213314056396 (1.7214292912335878) | > loss_feat: 6.872591018676758 (8.334478656227661) | > loss_mel: 11.759170532226562 (12.98889568414581) | > loss_duration: 1.6388518810272217 (1.661796107218506) | > amp_scaler: 256.0 (289.43820224719065) | > loss_1: 24.687103271484375 (27.477933288959974) | > grad_norm_1: tensor(224.3541, device='cuda:0') (tensor(355.2097, device='cuda:0')) | > current_lr_0: 0.00018875289939779185 | > current_lr_1: 0.00018875289939779185 | > step_time: 0.8363 (0.8644468740800797) | > loader_time: 0.0094 (0.01018028145425775)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.330077648162842 (2.330077648162842) | > loss_disc_real_0: 0.1440327912569046 (0.1440327912569046) | > loss_disc_real_1: 0.1680336445569992 (0.1680336445569992) | > loss_disc_real_2: 0.21513321995735168 (0.21513321995735168) | > loss_disc_real_3: 0.20318439602851868 (0.20318439602851868) | > loss_disc_real_4: 0.2171865999698639 (0.2171865999698639) | > loss_disc_real_5: 0.28889408707618713 (0.28889408707618713) | > loss_0: 2.330077648162842 (2.330077648162842) | > loss_gen: 2.5361082553863525 (2.5361082553863525) | > loss_kl: 2.026627779006958 (2.026627779006958) | > loss_feat: 8.166831016540527 (8.166831016540527) | > loss_mel: 12.87082576751709 (12.87082576751709) | > loss_duration: 1.7251001596450806 (1.7251001596450806) | > loss_1: 27.32549285888672 (27.32549285888672)  --> STEP: 1 | > loss_disc: 2.2260582447052 (2.2260582447052) | > loss_disc_real_0: 0.13290396332740784 (0.13290396332740784) | > loss_disc_real_1: 0.15493439137935638 (0.15493439137935638) | > loss_disc_real_2: 0.2163964807987213 (0.2163964807987213) | > loss_disc_real_3: 0.19809111952781677 (0.19809111952781677) | > loss_disc_real_4: 0.2050856649875641 (0.2050856649875641) | > loss_disc_real_5: 0.30410775542259216 (0.30410775542259216) | > loss_0: 2.2260582447052 (2.2260582447052) | > loss_gen: 2.7163310050964355 (2.7163310050964355) | > loss_kl: 2.1427109241485596 (2.1427109241485596) | > loss_feat: 8.493433952331543 (8.493433952331543) | > loss_mel: 14.286917686462402 (14.286917686462402) | > loss_duration: 1.8481913805007935 (1.8481913805007935) | > loss_1: 29.487585067749023 (29.487585067749023)  --> STEP: 2 | > loss_disc: 2.3104655742645264 (2.2682619094848633) | > loss_disc_real_0: 0.14069467782974243 (0.13679932057857513) | > loss_disc_real_1: 0.16412101686000824 (0.1595277041196823) | > loss_disc_real_2: 0.20761080086231232 (0.21200364083051682) | > loss_disc_real_3: 0.18476983904838562 (0.1914304792881012) | > loss_disc_real_4: 0.21132148802280426 (0.20820357650518417) | > loss_disc_real_5: 0.28960609436035156 (0.29685692489147186) | > loss_0: 2.3104655742645264 (2.2682619094848633) | > loss_gen: 2.5216190814971924 (2.618975043296814) | > loss_kl: 2.080352306365967 (2.111531615257263) | > loss_feat: 7.583365440368652 (8.038399696350098) | > loss_mel: 12.995370864868164 (13.641144275665283) | > loss_duration: 1.8907803297042847 (1.869485855102539) | > loss_1: 27.071487426757812 (28.279536247253418)  --> STEP: 3 | > loss_disc: 2.419290781021118 (2.3186048666636148) | > loss_disc_real_0: 0.1719653159379959 (0.1485213190317154) | > loss_disc_real_1: 0.19668035209178925 (0.17191192011038461) | > loss_disc_real_2: 0.21081049740314484 (0.21160592635472616) | > loss_disc_real_3: 0.2170557826757431 (0.19997224708398184) | > loss_disc_real_4: 0.22137358784675598 (0.2125935802857081) | > loss_disc_real_5: 0.26616984605789185 (0.2866278986136119) | > loss_0: 2.419290781021118 (2.3186048666636148) | > loss_gen: 2.384059429168701 (2.540669838587443) | > loss_kl: 2.160135269165039 (2.127732833226522) | > loss_feat: 6.595645427703857 (7.557481606801351) | > loss_mel: 10.827962875366211 (12.70341714223226) | > loss_duration: 1.8413536548614502 (1.860108455022176) | > loss_1: 23.809158325195312 (26.78941027323405)  --> STEP: 4 | > loss_disc: 2.331211566925049 (2.3217565417289734) | > loss_disc_real_0: 0.13506858050823212 (0.14515813440084457) | > loss_disc_real_1: 0.15697874128818512 (0.16817862540483475) | > loss_disc_real_2: 0.18853291869163513 (0.2058376744389534) | > loss_disc_real_3: 0.1963759809732437 (0.1990731805562973) | > loss_disc_real_4: 0.21839269995689392 (0.21404336020350456) | > loss_disc_real_5: 0.3846208155155182 (0.31112612783908844) | > loss_0: 2.331211566925049 (2.3217565417289734) | > loss_gen: 2.6655077934265137 (2.5718793272972107) | > loss_kl: 1.9839253425598145 (2.091780960559845) | > loss_feat: 9.374013900756836 (8.011614680290222) | > loss_mel: 14.022650718688965 (13.033225536346436) | > loss_duration: 1.7551257610321045 (1.8338627815246582) | > loss_1: 29.80122184753418 (27.542363166809082) --> EVAL PERFORMANCE | > avg_loader_time: 0.3286523222923279 (+0.001077413558959961) | > avg_loss_disc: 2.3217565417289734 (+0.009076356887817383) | > avg_loss_disc_real_0: 0.14515813440084457 (-0.011839229613542557) | > avg_loss_disc_real_1: 0.16817862540483475 (-0.0359254814684391) | > avg_loss_disc_real_2: 0.2058376744389534 (-0.04459439590573311) | > avg_loss_disc_real_3: 0.1990731805562973 (-0.05578989163041115) | > avg_loss_disc_real_4: 0.21404336020350456 (-0.06817491725087166) | > avg_loss_disc_real_5: 0.31112612783908844 (+0.0823008082807064) | > avg_loss_0: 2.3217565417289734 (+0.009076356887817383) | > avg_loss_gen: 2.5718793272972107 (-0.28833913803100586) | > avg_loss_kl: 2.091780960559845 (+0.08515059947967529) | > avg_loss_feat: 8.011614680290222 (+0.5846724510192871) | > avg_loss_mel: 13.033225536346436 (+0.6229889392852783) | > avg_loss_duration: 1.8338627815246582 (-0.009133845567703247) | > avg_loss_1: 27.542363166809082 (+0.9953389167785645)  > EPOCH: 464/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 23:32:23)   --> TIME: 2025-05-11 23:32:58 -- STEP: 37/725 -- GLOBAL_STEP: 382300 | > loss_disc: 2.3133206367492676 (2.2242772772505486) | > loss_disc_real_0: 0.14948755502700806 (0.1382887532582154) | > loss_disc_real_1: 0.22410202026367188 (0.1945476584337853) | > loss_disc_real_2: 0.2001495510339737 (0.18950567656272166) | > loss_disc_real_3: 0.20688875019550323 (0.20441281594134666) | > loss_disc_real_4: 0.21329399943351746 (0.19740943530121366) | > loss_disc_real_5: 0.1759524792432785 (0.20836570697861748) | > loss_0: 2.3133206367492676 (2.2242772772505486) | > grad_norm_0: tensor(25.4348, device='cuda:0') (tensor(15.9313, device='cuda:0')) | > loss_gen: 2.620980978012085 (2.7063710109607593) | > loss_kl: 1.6467235088348389 (1.6862629523148407) | > loss_feat: 7.229213237762451 (7.989502197987324) | > loss_mel: 11.051775932312012 (12.773503999452334) | > loss_duration: 1.653481364250183 (1.6592171417700279) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.202173233032227 (26.814857173610378) | > grad_norm_1: tensor(230.2059, device='cuda:0') (tensor(236.5381, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8729 (0.8768018065272151) | > loader_time: 0.0108 (0.010455679249119115)  --> TIME: 2025-05-11 23:33:42 -- STEP: 87/725 -- GLOBAL_STEP: 382350 | > loss_disc: 2.1389594078063965 (2.2210957209269218) | > loss_disc_real_0: 0.13280051946640015 (0.13755759065863735) | > loss_disc_real_1: 0.17046493291854858 (0.19203751388637508) | > loss_disc_real_2: 0.16953574120998383 (0.19216769830933933) | > loss_disc_real_3: 0.21190334856510162 (0.2057899776203879) | > loss_disc_real_4: 0.1961933970451355 (0.1959512310809103) | > loss_disc_real_5: 0.2190367877483368 (0.2085053888203084) | > loss_0: 2.1389594078063965 (2.2210957209269218) | > grad_norm_0: tensor(19.3961, device='cuda:0') (tensor(19.2160, device='cuda:0')) | > loss_gen: 3.117729425430298 (2.759003444649708) | > loss_kl: 1.6724519729614258 (1.7016011832774371) | > loss_feat: 8.387395858764648 (8.209045514293098) | > loss_mel: 14.437579154968262 (12.97021698129588) | > loss_duration: 1.6391053199768066 (1.6581858095081372) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.254261016845703 (27.298053061825104) | > grad_norm_1: tensor(340.2567, device='cuda:0') (tensor(300.8070, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8226 (0.8682782375949553) | > loader_time: 0.0106 (0.01039483081335309)  --> TIME: 2025-05-11 23:34:26 -- STEP: 137/725 -- GLOBAL_STEP: 382400 | > loss_disc: 2.1218016147613525 (2.213982694340449) | > loss_disc_real_0: 0.13592872023582458 (0.1378234412222013) | > loss_disc_real_1: 0.19756865501403809 (0.19114557811378563) | > loss_disc_real_2: 0.16349799931049347 (0.19073526691781342) | > loss_disc_real_3: 0.1893698126077652 (0.20643719204150848) | > loss_disc_real_4: 0.16551299393177032 (0.1948479801198862) | > loss_disc_real_5: 0.17027972638607025 (0.2078346127141131) | > loss_0: 2.1218016147613525 (2.213982694340449) | > grad_norm_0: tensor(16.1720, device='cuda:0') (tensor(19.3739, device='cuda:0')) | > loss_gen: 2.762774705886841 (2.7545569743553235) | > loss_kl: 1.667096734046936 (1.7073926072921195) | > loss_feat: 9.06787395477295 (8.26761706554106) | > loss_mel: 13.347322463989258 (12.960159775114407) | > loss_duration: 1.6329355239868164 (1.6601388724180903) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.478004455566406 (27.349865363462133) | > grad_norm_1: tensor(430.4169, device='cuda:0') (tensor(309.8652, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8304 (0.865139369546932) | > loader_time: 0.0092 (0.010280125332574773)  --> TIME: 2025-05-11 23:35:10 -- STEP: 187/725 -- GLOBAL_STEP: 382450 | > loss_disc: 2.210512638092041 (2.2175924121377304) | > loss_disc_real_0: 0.11305852979421616 (0.1383010005568438) | > loss_disc_real_1: 0.1891660988330841 (0.191736198682836) | > loss_disc_real_2: 0.19421561062335968 (0.19097110963760214) | > loss_disc_real_3: 0.18076781928539276 (0.20647026797666906) | > loss_disc_real_4: 0.18158963322639465 (0.19506415804439686) | > loss_disc_real_5: 0.21551106870174408 (0.20808590932644624) | > loss_0: 2.210512638092041 (2.2175924121377304) | > grad_norm_0: tensor(11.0668, device='cuda:0') (tensor(19.9459, device='cuda:0')) | > loss_gen: 2.7994613647460938 (2.7501119980837583) | > loss_kl: 1.7357267141342163 (1.7201822728396736) | > loss_feat: 8.964703559875488 (8.25155204630153) | > loss_mel: 14.173280715942383 (12.96305409599753) | > loss_duration: 1.6790392398834229 (1.6621449937157455) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.352210998535156 (27.347045408850686) | > grad_norm_1: tensor(211.5461, device='cuda:0') (tensor(322.5982, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8516 (0.8646942995448801) | > loader_time: 0.01 (0.010256777472674523)  --> TIME: 2025-05-11 23:35:54 -- STEP: 237/725 -- GLOBAL_STEP: 382500 | > loss_disc: 2.11830735206604 (2.2120310711961264) | > loss_disc_real_0: 0.13754260540008545 (0.13800764850926306) | > loss_disc_real_1: 0.19231359660625458 (0.19120436416396608) | > loss_disc_real_2: 0.17509044706821442 (0.18993786599817156) | > loss_disc_real_3: 0.1973114311695099 (0.20599646180993897) | > loss_disc_real_4: 0.1995355635881424 (0.19449405290406466) | > loss_disc_real_5: 0.1898813396692276 (0.2085588660546999) | > loss_0: 2.11830735206604 (2.2120310711961264) | > grad_norm_0: tensor(15.7075, device='cuda:0') (tensor(19.5969, device='cuda:0')) | > loss_gen: 3.053966999053955 (2.7535552908096643) | > loss_kl: 1.8558104038238525 (1.7190670750815154) | > loss_feat: 8.202038764953613 (8.290154346433875) | > loss_mel: 12.941610336303711 (13.002012373525885) | > loss_duration: 1.6586960554122925 (1.6622985063222895) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.712120056152344 (27.42708752628117) | > grad_norm_1: tensor(382.5530, device='cuda:0') (tensor(322.0754, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8174 (0.8652147894670189) | > loader_time: 0.0092 (0.010163425896238172)  --> TIME: 2025-05-11 23:36:37 -- STEP: 287/725 -- GLOBAL_STEP: 382550 | > loss_disc: 2.1718220710754395 (2.2107247321863217) | > loss_disc_real_0: 0.10844414681196213 (0.1374618579805521) | > loss_disc_real_1: 0.17897173762321472 (0.19091530595922301) | > loss_disc_real_2: 0.18468745052814484 (0.18957919391190134) | > loss_disc_real_3: 0.20616135001182556 (0.20597457491146975) | > loss_disc_real_4: 0.23450708389282227 (0.1947629654241356) | > loss_disc_real_5: 0.21418404579162598 (0.2091114816453814) | > loss_0: 2.1718220710754395 (2.2107247321863217) | > grad_norm_0: tensor(14.2333, device='cuda:0') (tensor(19.1804, device='cuda:0')) | > loss_gen: 2.793044090270996 (2.7517467566898897) | > loss_kl: 1.767096757888794 (1.719697736281551) | > loss_feat: 9.040203094482422 (8.289973968412818) | > loss_mel: 14.015739440917969 (12.997813188240503) | > loss_duration: 1.6692012548446655 (1.6624728025875024) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.28528594970703 (27.421704401953285) | > grad_norm_1: tensor(498.9707, device='cuda:0') (tensor(313.3265, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8311 (0.8630456525689633) | > loader_time: 0.0106 (0.010105530144030208)  --> TIME: 2025-05-11 23:37:21 -- STEP: 337/725 -- GLOBAL_STEP: 382600 | > loss_disc: 2.168572425842285 (2.212167440253125) | > loss_disc_real_0: 0.10603642463684082 (0.13710966390123708) | > loss_disc_real_1: 0.1643206626176834 (0.19116165619398773) | > loss_disc_real_2: 0.17507286369800568 (0.19022479617984794) | > loss_disc_real_3: 0.21054796874523163 (0.20599908715539578) | > loss_disc_real_4: 0.17914311587810516 (0.19470520525374824) | > loss_disc_real_5: 0.22659744322299957 (0.20916347276386243) | > loss_0: 2.168572425842285 (2.212167440253125) | > grad_norm_0: tensor(23.3120, device='cuda:0') (tensor(19.2699, device='cuda:0')) | > loss_gen: 2.9035301208496094 (2.7510758811712974) | > loss_kl: 1.7175902128219604 (1.7200073873961361) | > loss_feat: 8.644455909729004 (8.268884852661223) | > loss_mel: 13.970905303955078 (12.966237634155092) | > loss_duration: 1.657412052154541 (1.6622668801853848) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.893892288208008 (27.368472583216093) | > grad_norm_1: tensor(266.9039, device='cuda:0') (tensor(317.8593, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8849 (0.8631773186012972) | > loader_time: 0.0111 (0.01012891760919498)  --> TIME: 2025-05-11 23:38:05 -- STEP: 387/725 -- GLOBAL_STEP: 382650 | > loss_disc: 2.1547317504882812 (2.211310179350605) | > loss_disc_real_0: 0.09862688183784485 (0.13709255390697045) | > loss_disc_real_1: 0.175330251455307 (0.19109532860822442) | > loss_disc_real_2: 0.17214272916316986 (0.18997687705881539) | > loss_disc_real_3: 0.19906456768512726 (0.20613547093030396) | > loss_disc_real_4: 0.20335602760314941 (0.19515790857701953) | > loss_disc_real_5: 0.1847221553325653 (0.20846468841690738) | > loss_0: 2.1547317504882812 (2.211310179350605) | > grad_norm_0: tensor(17.3217, device='cuda:0') (tensor(19.9581, device='cuda:0')) | > loss_gen: 2.8538219928741455 (2.755552838323036) | > loss_kl: 1.6027456521987915 (1.7176148065916943) | > loss_feat: 8.078670501708984 (8.271551701449608) | > loss_mel: 12.660964012145996 (12.962819745066247) | > loss_duration: 1.7448128461837769 (1.662728611813035) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.941015243530273 (27.370267675828565) | > grad_norm_1: tensor(516.9341, device='cuda:0') (tensor(330.0240, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8887 (0.8635349809661393) | > loader_time: 0.0096 (0.01013270459433859)  --> TIME: 2025-05-11 23:38:49 -- STEP: 437/725 -- GLOBAL_STEP: 382700 | > loss_disc: 2.316164970397949 (2.2085579077220903) | > loss_disc_real_0: 0.1284017413854599 (0.1368080009141556) | > loss_disc_real_1: 0.17506934702396393 (0.1909839820534467) | > loss_disc_real_2: 0.20020456612110138 (0.18946520182851806) | > loss_disc_real_3: 0.22658109664916992 (0.20610191337167527) | > loss_disc_real_4: 0.1990312933921814 (0.19479072608855005) | > loss_disc_real_5: 0.2297699749469757 (0.20850261329786185) | > loss_0: 2.316164970397949 (2.2085579077220903) | > grad_norm_0: tensor(15.1904, device='cuda:0') (tensor(20.0987, device='cuda:0')) | > loss_gen: 2.6019859313964844 (2.7589724494881707) | > loss_kl: 1.6277086734771729 (1.7169721009256638) | > loss_feat: 7.452077865600586 (8.280296279854856) | > loss_mel: 11.783659934997559 (12.943959406366064) | > loss_duration: 1.64486563205719 (1.6628273335419748) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.11029624938965 (27.36302752025613) | > grad_norm_1: tensor(400.4443, device='cuda:0') (tensor(334.9803, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8903 (0.863333532957518) | > loader_time: 0.0101 (0.01014136340579943)  --> TIME: 2025-05-11 23:39:33 -- STEP: 487/725 -- GLOBAL_STEP: 382750 | > loss_disc: 2.2016165256500244 (2.208437534083577) | > loss_disc_real_0: 0.1375579982995987 (0.13666971638278533) | > loss_disc_real_1: 0.15235985815525055 (0.1910470218017115) | > loss_disc_real_2: 0.1666862815618515 (0.189721756188287) | > loss_disc_real_3: 0.22781552374362946 (0.20603105514568465) | > loss_disc_real_4: 0.19773228466510773 (0.19456197486643428) | > loss_disc_real_5: 0.21151991188526154 (0.20852536645390907) | > loss_0: 2.2016165256500244 (2.208437534083577) | > grad_norm_0: tensor(17.9555, device='cuda:0') (tensor(20.3192, device='cuda:0')) | > loss_gen: 2.890071153640747 (2.7613065541402517) | > loss_kl: 1.8358128070831299 (1.7112531963070314) | > loss_feat: 7.941341400146484 (8.280695901514333) | > loss_mel: 12.495667457580566 (12.949290684850798) | > loss_duration: 1.6425703763961792 (1.6632801991958148) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.805463790893555 (27.365826514712104) | > grad_norm_1: tensor(378.1191, device='cuda:0') (tensor(339.1929, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8223 (0.8628810710241174) | > loader_time: 0.0098 (0.01017829035341862)  --> TIME: 2025-05-11 23:40:16 -- STEP: 537/725 -- GLOBAL_STEP: 382800 | > loss_disc: 2.2003941535949707 (2.2048757114001947) | > loss_disc_real_0: 0.14720873534679413 (0.13612007371928644) | > loss_disc_real_1: 0.19445781409740448 (0.19077907280659975) | > loss_disc_real_2: 0.17372874915599823 (0.1896589764669622) | > loss_disc_real_3: 0.20640374720096588 (0.20550088698193564) | > loss_disc_real_4: 0.2036600261926651 (0.1944350775338196) | > loss_disc_real_5: 0.20642293989658356 (0.20841573012274736) | > loss_0: 2.2003941535949707 (2.2048757114001947) | > grad_norm_0: tensor(31.7678, device='cuda:0') (tensor(20.6694, device='cuda:0')) | > loss_gen: 2.9432055950164795 (2.767963812559899) | > loss_kl: 1.5561431646347046 (1.7132273155439721) | > loss_feat: 9.198878288269043 (8.302249086191765) | > loss_mel: 13.313772201538086 (12.982052492251832) | > loss_duration: 1.6659890413284302 (1.6640301596519) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.677988052368164 (27.42952283933842) | > grad_norm_1: tensor(559.5020, device='cuda:0') (tensor(346.6909, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.85 (0.8623142868446904) | > loader_time: 0.0093 (0.010144168438192186)  --> TIME: 2025-05-11 23:41:00 -- STEP: 587/725 -- GLOBAL_STEP: 382850 | > loss_disc: 2.0772695541381836 (2.2048992690276448) | > loss_disc_real_0: 0.1181299015879631 (0.1358802595145656) | > loss_disc_real_1: 0.19673100113868713 (0.1907380252467305) | > loss_disc_real_2: 0.19869397580623627 (0.18964190435876646) | > loss_disc_real_3: 0.17048586905002594 (0.20549142360687248) | > loss_disc_real_4: 0.1779012680053711 (0.194711485500027) | > loss_disc_real_5: 0.21568918228149414 (0.20863164362245362) | > loss_0: 2.0772695541381836 (2.2048992690276448) | > grad_norm_0: tensor(26.2896, device='cuda:0') (tensor(20.6911, device='cuda:0')) | > loss_gen: 2.91133975982666 (2.7660919312114816) | > loss_kl: 1.6452960968017578 (1.7143883166971159) | > loss_feat: 8.412586212158203 (8.296382908114388) | > loss_mel: 13.188220977783203 (12.967320599791547) | > loss_duration: 1.6583672761917114 (1.663749221033295) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.815811157226562 (27.407932960601237) | > grad_norm_1: tensor(436.2652, device='cuda:0') (tensor(348.5006, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8731 (0.862233754114154) | > loader_time: 0.0106 (0.010137182687372728)  --> TIME: 2025-05-11 23:41:43 -- STEP: 637/725 -- GLOBAL_STEP: 382900 | > loss_disc: 2.1983602046966553 (2.2050787659604656) | > loss_disc_real_0: 0.1641283482313156 (0.1359768732914369) | > loss_disc_real_1: 0.17536479234695435 (0.19059517121109137) | > loss_disc_real_2: 0.1897910237312317 (0.1895447092911513) | > loss_disc_real_3: 0.268289178609848 (0.20568652041665791) | > loss_disc_real_4: 0.20746107399463654 (0.1947980167540127) | > loss_disc_real_5: 0.23194701969623566 (0.2086969690990973) | > loss_0: 2.1983602046966553 (2.2050787659604656) | > grad_norm_0: tensor(25.1617, device='cuda:0') (tensor(20.5227, device='cuda:0')) | > loss_gen: 2.767537832260132 (2.764955570035304) | > loss_kl: 1.7692532539367676 (1.715741511416772) | > loss_feat: 8.439704895019531 (8.290256990555514) | > loss_mel: 13.091446876525879 (12.96090465587574) | > loss_duration: 1.6544289588928223 (1.6636265304810967) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.722370147705078 (27.395485244703075) | > grad_norm_1: tensor(411.0111, device='cuda:0') (tensor(348.3899, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8451 (0.8616608383142776) | > loader_time: 0.0095 (0.010127269678999153)  --> TIME: 2025-05-11 23:42:27 -- STEP: 687/725 -- GLOBAL_STEP: 382950 | > loss_disc: 2.2079238891601562 (2.204603608345188) | > loss_disc_real_0: 0.11453751474618912 (0.13602768210084143) | > loss_disc_real_1: 0.20444665849208832 (0.19062709034009784) | > loss_disc_real_2: 0.191587895154953 (0.18941858334919615) | > loss_disc_real_3: 0.20906084775924683 (0.20545762154820002) | > loss_disc_real_4: 0.18906109035015106 (0.19475756585598) | > loss_disc_real_5: 0.2212064266204834 (0.20858411195930618) | > loss_0: 2.2079238891601562 (2.204603608345188) | > grad_norm_0: tensor(29.1859, device='cuda:0') (tensor(20.8053, device='cuda:0')) | > loss_gen: 2.860537052154541 (2.766944361565936) | > loss_kl: 1.601143479347229 (1.7158985061589982) | > loss_feat: 8.702012062072754 (8.297020399934869) | > loss_mel: 12.883123397827148 (12.961004157253749) | > loss_duration: 1.6717228889465332 (1.6633384102817192) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.718538284301758 (27.40420580257322) | > grad_norm_1: tensor(572.1046, device='cuda:0') (tensor(353.4708, device='cuda:0')) | > current_lr_0: 0.0001887293052853671 | > current_lr_1: 0.0001887293052853671 | > step_time: 0.8589 (0.8608153529215758) | > loader_time: 0.0106 (0.010122624026635853)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3057737350463867 (2.3057737350463867) | > loss_disc_real_0: 0.22128334641456604 (0.22128334641456604) | > loss_disc_real_1: 0.1844465732574463 (0.1844465732574463) | > loss_disc_real_2: 0.21088236570358276 (0.21088236570358276) | > loss_disc_real_3: 0.21514497697353363 (0.21514497697353363) | > loss_disc_real_4: 0.20447656512260437 (0.20447656512260437) | > loss_disc_real_5: 0.2698996365070343 (0.2698996365070343) | > loss_0: 2.3057737350463867 (2.3057737350463867) | > loss_gen: 2.938218355178833 (2.938218355178833) | > loss_kl: 2.287959098815918 (2.287959098815918) | > loss_feat: 8.532713890075684 (8.532713890075684) | > loss_mel: 13.351200103759766 (13.351200103759766) | > loss_duration: 1.7233647108078003 (1.7233647108078003) | > loss_1: 28.83345603942871 (28.83345603942871)  --> STEP: 1 | > loss_disc: 2.378547191619873 (2.378547191619873) | > loss_disc_real_0: 0.2332133799791336 (0.2332133799791336) | > loss_disc_real_1: 0.17961622774600983 (0.17961622774600983) | > loss_disc_real_2: 0.21279560029506683 (0.21279560029506683) | > loss_disc_real_3: 0.2315632700920105 (0.2315632700920105) | > loss_disc_real_4: 0.21813562512397766 (0.21813562512397766) | > loss_disc_real_5: 0.3060910105705261 (0.3060910105705261) | > loss_0: 2.378547191619873 (2.378547191619873) | > loss_gen: 2.8984670639038086 (2.8984670639038086) | > loss_kl: 2.0664286613464355 (2.0664286613464355) | > loss_feat: 7.376895904541016 (7.376895904541016) | > loss_mel: 13.49854850769043 (13.49854850769043) | > loss_duration: 1.856783390045166 (1.856783390045166) | > loss_1: 27.69712257385254 (27.69712257385254)  --> STEP: 2 | > loss_disc: 2.3508365154266357 (2.3646918535232544) | > loss_disc_real_0: 0.19783011078834534 (0.21552174538373947) | > loss_disc_real_1: 0.18039727210998535 (0.1800067499279976) | > loss_disc_real_2: 0.21299134194850922 (0.21289347112178802) | > loss_disc_real_3: 0.24681010842323303 (0.23918668925762177) | > loss_disc_real_4: 0.2138856053352356 (0.21601061522960663) | > loss_disc_real_5: 0.27719295024871826 (0.2916419804096222) | > loss_0: 2.3508365154266357 (2.3646918535232544) | > loss_gen: 2.835064649581909 (2.866765856742859) | > loss_kl: 2.0370631217956543 (2.051745891571045) | > loss_feat: 7.074632167816162 (7.225764036178589) | > loss_mel: 12.898354530334473 (13.198451519012451) | > loss_duration: 1.8823328018188477 (1.8695580959320068) | > loss_1: 26.727447509765625 (27.212285041809082)  --> STEP: 3 | > loss_disc: 2.2301371097564697 (2.3198402722676597) | > loss_disc_real_0: 0.20834515988826752 (0.21312955021858215) | > loss_disc_real_1: 0.18522393703460693 (0.18174581229686737) | > loss_disc_real_2: 0.21048444509506226 (0.21209046244621277) | > loss_disc_real_3: 0.23747394979000092 (0.23861577610174814) | > loss_disc_real_4: 0.19724300503730774 (0.209754745165507) | > loss_disc_real_5: 0.2614516317844391 (0.28157853086789447) | > loss_0: 2.2301371097564697 (2.3198402722676597) | > loss_gen: 3.0770413875579834 (2.9368577003479004) | > loss_kl: 2.1637377738952637 (2.089076519012451) | > loss_feat: 8.687472343444824 (7.713000138600667) | > loss_mel: 14.309135437011719 (13.568679491678873) | > loss_duration: 1.855682134628296 (1.8649327754974365) | > loss_1: 30.093069076538086 (28.17254638671875)  --> STEP: 4 | > loss_disc: 2.3597123622894287 (2.329808294773102) | > loss_disc_real_0: 0.20668019354343414 (0.21151721104979515) | > loss_disc_real_1: 0.20838874578475952 (0.1884065456688404) | > loss_disc_real_2: 0.21586404740810394 (0.21303385868668556) | > loss_disc_real_3: 0.22609883546829224 (0.23548654094338417) | > loss_disc_real_4: 0.23496292531490326 (0.21605679020285606) | > loss_disc_real_5: 0.30211496353149414 (0.2867126390337944) | > loss_0: 2.3597123622894287 (2.329808294773102) | > loss_gen: 2.96144962310791 (2.943005681037903) | > loss_kl: 1.9919811487197876 (2.0648026764392853) | > loss_feat: 7.692320346832275 (7.707830190658569) | > loss_mel: 12.910441398620605 (13.404119968414307) | > loss_duration: 1.8108184337615967 (1.8514041900634766) | > loss_1: 27.367008209228516 (27.97116184234619) --> EVAL PERFORMANCE | > avg_loader_time: 0.3274693489074707 (-0.0011829733848571777) | > avg_loss_disc: 2.329808294773102 (+0.008051753044128418) | > avg_loss_disc_real_0: 0.21151721104979515 (+0.06635907664895058) | > avg_loss_disc_real_1: 0.1884065456688404 (+0.02022792026400566) | > avg_loss_disc_real_2: 0.21303385868668556 (+0.0071961842477321625) | > avg_loss_disc_real_3: 0.23548654094338417 (+0.03641336038708687) | > avg_loss_disc_real_4: 0.21605679020285606 (+0.0020134299993515015) | > avg_loss_disc_real_5: 0.2867126390337944 (-0.024413488805294037) | > avg_loss_0: 2.329808294773102 (+0.008051753044128418) | > avg_loss_gen: 2.943005681037903 (+0.37112635374069214) | > avg_loss_kl: 2.0648026764392853 (-0.026978284120559692) | > avg_loss_feat: 7.707830190658569 (-0.30378448963165283) | > avg_loss_mel: 13.404119968414307 (+0.3708944320678711) | > avg_loss_duration: 1.8514041900634766 (+0.01754140853881836) | > avg_loss_1: 27.97116184234619 (+0.4287986755371094)  > EPOCH: 465/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 23:43:07)   --> TIME: 2025-05-11 23:43:19 -- STEP: 12/725 -- GLOBAL_STEP: 383000 | > loss_disc: 2.151949405670166 (2.1955891648928323) | > loss_disc_real_0: 0.13913117349147797 (0.13101809347669285) | > loss_disc_real_1: 0.18965701758861542 (0.1920593666533629) | > loss_disc_real_2: 0.17669017612934113 (0.186977569013834) | > loss_disc_real_3: 0.20562335848808289 (0.20449524000287056) | > loss_disc_real_4: 0.22899433970451355 (0.1937637502948443) | > loss_disc_real_5: 0.2152772694826126 (0.21537295604745546) | > loss_0: 2.151949405670166 (2.1955891648928323) | > grad_norm_0: tensor(34.2923, device='cuda:0') (tensor(23.0745, device='cuda:0')) | > loss_gen: 2.9127235412597656 (2.77994042634964) | > loss_kl: 1.690836787223816 (1.7340411444505055) | > loss_feat: 9.423211097717285 (8.316034237543741) | > loss_mel: 13.428915023803711 (13.153605620066324) | > loss_duration: 1.6787545680999756 (1.6673244337240856) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.134441375732422 (27.650946299235027) | > grad_norm_1: tensor(722.7932, device='cuda:0') (tensor(433.2041, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8522 (0.8492913246154785) | > loader_time: 0.0091 (0.0104256272315979) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_383000.pth  --> TIME: 2025-05-11 23:44:06 -- STEP: 62/725 -- GLOBAL_STEP: 383050 | > loss_disc: 2.1568212509155273 (2.2089649054311935) | > loss_disc_real_0: 0.1526196151971817 (0.13566112121747387) | > loss_disc_real_1: 0.19343043863773346 (0.19126335723746204) | > loss_disc_real_2: 0.196151465177536 (0.1903018235198913) | > loss_disc_real_3: 0.17358800768852234 (0.20592525793660071) | > loss_disc_real_4: 0.20356343686580658 (0.19460977421652886) | > loss_disc_real_5: 0.18765389919281006 (0.21139119469350384) | > loss_0: 2.1568212509155273 (2.2089649054311935) | > grad_norm_0: tensor(26.2492, device='cuda:0') (tensor(20.8183, device='cuda:0')) | > loss_gen: 2.795442581176758 (2.7399396281088553) | > loss_kl: 1.544566035270691 (1.7146737767804054) | > loss_feat: 8.344253540039062 (8.230001280384675) | > loss_mel: 12.896655082702637 (12.829616577394548) | > loss_duration: 1.7025624513626099 (1.6610305597705226) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.283479690551758 (27.175261897425496) | > grad_norm_1: tensor(544.5930, device='cuda:0') (tensor(342.6142, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8502 (0.8645409153353784) | > loader_time: 0.0099 (0.010569061002423686)  --> TIME: 2025-05-11 23:44:50 -- STEP: 112/725 -- GLOBAL_STEP: 383100 | > loss_disc: 2.196044445037842 (2.213967478701045) | > loss_disc_real_0: 0.11399082839488983 (0.13707826825390976) | > loss_disc_real_1: 0.1917055994272232 (0.1913631243099059) | > loss_disc_real_2: 0.1807246208190918 (0.18978780029075487) | > loss_disc_real_3: 0.17294220626354218 (0.20569581977490867) | > loss_disc_real_4: 0.16404378414154053 (0.19506527576595545) | > loss_disc_real_5: 0.22209790349006653 (0.2099408164088215) | > loss_0: 2.196044445037842 (2.213967478701045) | > grad_norm_0: tensor(9.2241, device='cuda:0') (tensor(20.8927, device='cuda:0')) | > loss_gen: 2.63474178314209 (2.738952781472887) | > loss_kl: 1.5071004629135132 (1.6975100998367583) | > loss_feat: 8.792351722717285 (8.17463881203106) | > loss_mel: 13.198613166809082 (12.782727939741951) | > loss_duration: 1.6588397026062012 (1.6639531137687817) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.791648864746094 (27.057782888412476) | > grad_norm_1: tensor(234.1154, device='cuda:0') (tensor(356.1881, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8368 (0.8657612076827458) | > loader_time: 0.0105 (0.010356494358607702)  --> TIME: 2025-05-11 23:45:35 -- STEP: 162/725 -- GLOBAL_STEP: 383150 | > loss_disc: 2.2487709522247314 (2.209827028674842) | > loss_disc_real_0: 0.12438692897558212 (0.1368959548388735) | > loss_disc_real_1: 0.18612098693847656 (0.19093004347365577) | > loss_disc_real_2: 0.21162326633930206 (0.18923208209467526) | > loss_disc_real_3: 0.20403410494327545 (0.2051083058302785) | > loss_disc_real_4: 0.228931725025177 (0.1952185756814332) | > loss_disc_real_5: 0.21015125513076782 (0.20963482071220138) | > loss_0: 2.2487709522247314 (2.209827028674842) | > grad_norm_0: tensor(12.7781, device='cuda:0') (tensor(22.2501, device='cuda:0')) | > loss_gen: 2.834172010421753 (2.75429583331685) | > loss_kl: 1.6965235471725464 (1.6942072444491916) | > loss_feat: 8.480562210083008 (8.267554771752998) | > loss_mel: 13.24264144897461 (12.817241221298406) | > loss_duration: 1.6168251037597656 (1.6642314011667982) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.870723724365234 (27.197530616948633) | > grad_norm_1: tensor(341.2330, device='cuda:0') (tensor(371.3546, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8455 (0.869888186454773) | > loader_time: 0.0095 (0.010370308970227652)  --> TIME: 2025-05-11 23:46:19 -- STEP: 212/725 -- GLOBAL_STEP: 383200 | > loss_disc: 2.1292598247528076 (2.20760368513611) | > loss_disc_real_0: 0.11996372789144516 (0.1370772398867698) | > loss_disc_real_1: 0.19588810205459595 (0.19052453838148206) | > loss_disc_real_2: 0.2025441825389862 (0.1884767993019437) | > loss_disc_real_3: 0.198414146900177 (0.20478568992243623) | > loss_disc_real_4: 0.21341706812381744 (0.195098681621394) | > loss_disc_real_5: 0.17790547013282776 (0.20975689723525406) | > loss_0: 2.1292598247528076 (2.20760368513611) | > grad_norm_0: tensor(13.3842, device='cuda:0') (tensor(21.1976, device='cuda:0')) | > loss_gen: 2.7906687259674072 (2.7478792273773336) | > loss_kl: 1.6891884803771973 (1.7031222767425034) | > loss_feat: 8.521930694580078 (8.241168136866582) | > loss_mel: 13.317526817321777 (12.82362601442157) | > loss_duration: 1.667121171951294 (1.664415275713183) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.986434936523438 (27.18021097723043) | > grad_norm_1: tensor(189.8925, device='cuda:0') (tensor(349.5591, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8665 (0.8690234760068497) | > loader_time: 0.0102 (0.010279919741288673)  --> TIME: 2025-05-11 23:47:03 -- STEP: 262/725 -- GLOBAL_STEP: 383250 | > loss_disc: 2.301222324371338 (2.2056866729532483) | > loss_disc_real_0: 0.11605687439441681 (0.13650853383063372) | > loss_disc_real_1: 0.19491665065288544 (0.19022927171628895) | > loss_disc_real_2: 0.19348660111427307 (0.1884173834483132) | > loss_disc_real_3: 0.2053554803133011 (0.20493872480765554) | > loss_disc_real_4: 0.1922496110200882 (0.19527283834137074) | > loss_disc_real_5: 0.23012153804302216 (0.2094882776719013) | > loss_0: 2.301222324371338 (2.2056866729532483) | > grad_norm_0: tensor(12.0343, device='cuda:0') (tensor(20.9963, device='cuda:0')) | > loss_gen: 2.751400947570801 (2.7529073835329245) | > loss_kl: 1.7739874124526978 (1.705377722969492) | > loss_feat: 7.7009196281433105 (8.265119831070646) | > loss_mel: 13.633950233459473 (12.889813019119146) | > loss_duration: 1.6721265316009521 (1.6653411784244858) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.53238296508789 (27.278559146036628) | > grad_norm_1: tensor(207.0202, device='cuda:0') (tensor(350.5495, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8866 (0.8673618394909924) | > loader_time: 0.0099 (0.010205571888057333)  --> TIME: 2025-05-11 23:47:46 -- STEP: 312/725 -- GLOBAL_STEP: 383300 | > loss_disc: 2.202422618865967 (2.20805095327206) | > loss_disc_real_0: 0.12156019359827042 (0.13684609594444433) | > loss_disc_real_1: 0.19679707288742065 (0.19044517916746637) | > loss_disc_real_2: 0.18776603043079376 (0.18929482623934743) | > loss_disc_real_3: 0.18360313773155212 (0.20469849585340574) | > loss_disc_real_4: 0.16790741682052612 (0.19524332102483663) | > loss_disc_real_5: 0.21609637141227722 (0.20932741233935714) | > loss_0: 2.202422618865967 (2.20805095327206) | > grad_norm_0: tensor(17.3057, device='cuda:0') (tensor(20.7885, device='cuda:0')) | > loss_gen: 2.7268013954162598 (2.74805427973087) | > loss_kl: 1.5545448064804077 (1.7013372855308724) | > loss_feat: 8.886563301086426 (8.237129761622501) | > loss_mel: 13.327760696411133 (12.873126103327824) | > loss_duration: 1.6569805145263672 (1.6646381318569183) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.15264892578125 (27.224285608682877) | > grad_norm_1: tensor(108.4221, device='cuda:0') (tensor(344.0460, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8496 (0.8666276381565974) | > loader_time: 0.0101 (0.010178723396399084)  --> TIME: 2025-05-11 23:48:30 -- STEP: 362/725 -- GLOBAL_STEP: 383350 | > loss_disc: 2.1076130867004395 (2.208265067464079) | > loss_disc_real_0: 0.15120457112789154 (0.13690558940336842) | > loss_disc_real_1: 0.15484619140625 (0.19051484203799673) | > loss_disc_real_2: 0.17251314222812653 (0.18932037672943824) | > loss_disc_real_3: 0.21262645721435547 (0.20475759702986776) | > loss_disc_real_4: 0.1586446911096573 (0.1951389502507547) | > loss_disc_real_5: 0.19927237927913666 (0.20950982110441052) | > loss_0: 2.1076130867004395 (2.208265067464079) | > grad_norm_0: tensor(25.0219, device='cuda:0') (tensor(20.3639, device='cuda:0')) | > loss_gen: 2.990562915802002 (2.7465774617801046) | > loss_kl: 1.8179287910461426 (1.6991524798435398) | > loss_feat: 9.519448280334473 (8.230810067930282) | > loss_mel: 14.025933265686035 (12.853007464119084) | > loss_duration: 1.6113483905792236 (1.6634817166223053) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.96522331237793 (27.193029192929767) | > grad_norm_1: tensor(279.5600, device='cuda:0') (tensor(338.2720, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8642 (0.8665712966444743) | > loader_time: 0.0108 (0.0101906001897148)  --> TIME: 2025-05-11 23:49:14 -- STEP: 412/725 -- GLOBAL_STEP: 383400 | > loss_disc: 2.114576578140259 (2.2035791104279667) | > loss_disc_real_0: 0.11922485381364822 (0.13679290293417493) | > loss_disc_real_1: 0.18324702978134155 (0.1901679774294202) | > loss_disc_real_2: 0.1772550344467163 (0.18874361977270498) | > loss_disc_real_3: 0.19469967484474182 (0.20465910188781405) | > loss_disc_real_4: 0.19875773787498474 (0.19467028870599942) | > loss_disc_real_5: 0.19784314930438995 (0.20891304943457384) | > loss_0: 2.114576578140259 (2.2035791104279667) | > grad_norm_0: tensor(9.8878, device='cuda:0') (tensor(20.6059, device='cuda:0')) | > loss_gen: 2.955878973007202 (2.7567594039787355) | > loss_kl: 1.6672182083129883 (1.6979492344323868) | > loss_feat: 9.715799331665039 (8.258876074865032) | > loss_mel: 13.165872573852539 (12.894059954337703) | > loss_duration: 1.673393964767456 (1.6638723195177838) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.17816162109375 (27.271517003624183) | > grad_norm_1: tensor(389.0328, device='cuda:0') (tensor(340.4279, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.879 (0.866292808819743) | > loader_time: 0.0098 (0.01017247125940415)  --> TIME: 2025-05-11 23:49:58 -- STEP: 462/725 -- GLOBAL_STEP: 383450 | > loss_disc: 2.1286792755126953 (2.2032505124162274) | > loss_disc_real_0: 0.09915449470281601 (0.1368682014703491) | > loss_disc_real_1: 0.16825605928897858 (0.19006734554256727) | > loss_disc_real_2: 0.19224992394447327 (0.18868510650865952) | > loss_disc_real_3: 0.2232019305229187 (0.204765404199625) | > loss_disc_real_4: 0.18717193603515625 (0.1946880275552923) | > loss_disc_real_5: 0.20723892748355865 (0.2086857664056154) | > loss_0: 2.1286792755126953 (2.2032505124162274) | > grad_norm_0: tensor(15.5990, device='cuda:0') (tensor(20.9265, device='cuda:0')) | > loss_gen: 2.9736487865448 (2.7592927847073696) | > loss_kl: 1.6839901208877563 (1.695937769753592) | > loss_feat: 8.627652168273926 (8.263907528542862) | > loss_mel: 13.96894359588623 (12.903516133626303) | > loss_duration: 1.7095754146575928 (1.6634638696521908) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.963809967041016 (27.28611810692461) | > grad_norm_1: tensor(492.9455, device='cuda:0') (tensor(343.2600, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8099 (0.8652924614035206) | > loader_time: 0.0099 (0.010183669271923244)  --> TIME: 2025-05-11 23:50:42 -- STEP: 512/725 -- GLOBAL_STEP: 383500 | > loss_disc: 2.1005523204803467 (2.202981578418984) | > loss_disc_real_0: 0.12577638030052185 (0.13643919324385917) | > loss_disc_real_1: 0.18391157686710358 (0.19024135358631625) | > loss_disc_real_2: 0.17778070271015167 (0.18866289613652037) | > loss_disc_real_3: 0.18241433799266815 (0.20483907224843279) | > loss_disc_real_4: 0.16769978404045105 (0.19461838115239516) | > loss_disc_real_5: 0.18992525339126587 (0.20856839205953287) | > loss_0: 2.1005523204803467 (2.202981578418984) | > grad_norm_0: tensor(14.8607, device='cuda:0') (tensor(21.2255, device='cuda:0')) | > loss_gen: 2.9488272666931152 (2.7584758480079463) | > loss_kl: 1.6650562286376953 (1.6931300442665813) | > loss_feat: 9.251049041748047 (8.244680629111835) | > loss_mel: 14.083874702453613 (12.882396860048175) | > loss_duration: 1.6294832229614258 (1.6642854104284197) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.578292846679688 (27.242968797683716) | > grad_norm_1: tensor(500.5329, device='cuda:0') (tensor(350.3952, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8554 (0.8646048889495432) | > loader_time: 0.0106 (0.010194630362093445)  --> TIME: 2025-05-11 23:51:26 -- STEP: 562/725 -- GLOBAL_STEP: 383550 | > loss_disc: 2.2421822547912598 (2.202890683111346) | > loss_disc_real_0: 0.11886323988437653 (0.13612879173717446) | > loss_disc_real_1: 0.18670004606246948 (0.1903307980914134) | > loss_disc_real_2: 0.20226500928401947 (0.18878551233175386) | > loss_disc_real_3: 0.18252480030059814 (0.20480387172665035) | > loss_disc_real_4: 0.19263368844985962 (0.19466773632688456) | > loss_disc_real_5: 0.23940381407737732 (0.20874618929794247) | > loss_0: 2.2421822547912598 (2.202890683111346) | > grad_norm_0: tensor(37.0863, device='cuda:0') (tensor(21.0704, device='cuda:0')) | > loss_gen: 2.6547415256500244 (2.7579538639754166) | > loss_kl: 1.783707618713379 (1.6932557399162618) | > loss_feat: 7.678666591644287 (8.24117066936562) | > loss_mel: 11.001242637634277 (12.887319295007567) | > loss_duration: 1.6392638683319092 (1.6637903231318738) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.757619857788086 (27.243489883124187) | > grad_norm_1: tensor(414.6936, device='cuda:0') (tensor(348.8324, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.908 (0.8650977692145896) | > loader_time: 0.0115 (0.010189354207592078)  --> TIME: 2025-05-11 23:52:10 -- STEP: 612/725 -- GLOBAL_STEP: 383600 | > loss_disc: 2.2875986099243164 (2.2029984673253837) | > loss_disc_real_0: 0.19620153307914734 (0.13587091488191497) | > loss_disc_real_1: 0.16411717236042023 (0.19042912612553536) | > loss_disc_real_2: 0.18943798542022705 (0.1889534924739326) | > loss_disc_real_3: 0.19680456817150116 (0.20500937109094816) | > loss_disc_real_4: 0.19193817675113678 (0.19465342076385717) | > loss_disc_real_5: 0.19887244701385498 (0.20873881265326263) | > loss_0: 2.2875986099243164 (2.2029984673253837) | > grad_norm_0: tensor(45.9478, device='cuda:0') (tensor(21.1635, device='cuda:0')) | > loss_gen: 2.6646792888641357 (2.759950765597275) | > loss_kl: 1.757473349571228 (1.693835027467191) | > loss_feat: 7.911191940307617 (8.25041104298013) | > loss_mel: 12.807572364807129 (12.896381172479368) | > loss_duration: 1.5992599725723267 (1.6632207579472489) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.740177154541016 (27.2637987822489) | > grad_norm_1: tensor(486.5382, device='cuda:0') (tensor(349.1868, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8305 (0.8650117524309096) | > loader_time: 0.0091 (0.01019386840022468)  --> TIME: 2025-05-11 23:52:53 -- STEP: 662/725 -- GLOBAL_STEP: 383650 | > loss_disc: 2.2161974906921387 (2.201432115001619) | > loss_disc_real_0: 0.12463852018117905 (0.13563561271819827) | > loss_disc_real_1: 0.226230651140213 (0.1903513804798402) | > loss_disc_real_2: 0.19044974446296692 (0.18894264531909877) | > loss_disc_real_3: 0.22558513283729553 (0.20503269919275868) | > loss_disc_real_4: 0.19284233450889587 (0.19459271993701896) | > loss_disc_real_5: 0.21370770037174225 (0.2086561908354572) | > loss_0: 2.2161974906921387 (2.201432115001619) | > grad_norm_0: tensor(17.2606, device='cuda:0') (tensor(20.9324, device='cuda:0')) | > loss_gen: 2.8123066425323486 (2.761842726580686) | > loss_kl: 1.8610284328460693 (1.6979540885395148) | > loss_feat: 7.149486064910889 (8.257568216035743) | > loss_mel: 12.787989616394043 (12.900808283929738) | > loss_duration: 1.6919660568237305 (1.6635508609322267) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.302776336669922 (27.28172418934341) | > grad_norm_1: tensor(220.4354, device='cuda:0') (tensor(347.2137, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8939 (0.8643189848729851) | > loader_time: 0.0111 (0.010198115582192422)  --> TIME: 2025-05-11 23:53:37 -- STEP: 712/725 -- GLOBAL_STEP: 383700 | > loss_disc: 2.162893295288086 (2.201982566479883) | > loss_disc_real_0: 0.16364073753356934 (0.13601375914314834) | > loss_disc_real_1: 0.18637852370738983 (0.19023388105162098) | > loss_disc_real_2: 0.20970596373081207 (0.18890205115665873) | > loss_disc_real_3: 0.16605821251869202 (0.20494974090644474) | > loss_disc_real_4: 0.19827710092067719 (0.1945432917204464) | > loss_disc_real_5: 0.16862206161022186 (0.20881906392450414) | > loss_0: 2.162893295288086 (2.201982566479883) | > grad_norm_0: tensor(37.2445, device='cuda:0') (tensor(21.0443, device='cuda:0')) | > loss_gen: 2.819066047668457 (2.7619337667240185) | > loss_kl: 1.8065297603607178 (1.700375897830791) | > loss_feat: 8.769969940185547 (8.253420832451814) | > loss_mel: 13.75854778289795 (12.898162210925241) | > loss_duration: 1.648592233657837 (1.6631898504964424) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.802705764770508 (27.277082555749445) | > grad_norm_1: tensor(539.9428, device='cuda:0') (tensor(347.4926, device='cuda:0')) | > current_lr_0: 0.00018870571412220644 | > current_lr_1: 0.00018870571412220644 | > step_time: 0.8309 (0.8643540994504865) | > loader_time: 0.0142 (0.01021106189556338)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4612793922424316 (2.4612793922424316) | > loss_disc_real_0: 0.254531592130661 (0.254531592130661) | > loss_disc_real_1: 0.18507501482963562 (0.18507501482963562) | > loss_disc_real_2: 0.3191462755203247 (0.3191462755203247) | > loss_disc_real_3: 0.2469411939382553 (0.2469411939382553) | > loss_disc_real_4: 0.23641401529312134 (0.23641401529312134) | > loss_disc_real_5: 0.2388598769903183 (0.2388598769903183) | > loss_0: 2.4612793922424316 (2.4612793922424316) | > loss_gen: 2.9169321060180664 (2.9169321060180664) | > loss_kl: 2.3171260356903076 (2.3171260356903076) | > loss_feat: 7.4262285232543945 (7.4262285232543945) | > loss_mel: 13.0684814453125 (13.0684814453125) | > loss_duration: 1.735666036605835 (1.735666036605835) | > loss_1: 27.464433670043945 (27.464433670043945)  --> STEP: 1 | > loss_disc: 2.3727965354919434 (2.3727965354919434) | > loss_disc_real_0: 0.2513964772224426 (0.2513964772224426) | > loss_disc_real_1: 0.16268156468868256 (0.16268156468868256) | > loss_disc_real_2: 0.30890974402427673 (0.30890974402427673) | > loss_disc_real_3: 0.23498767614364624 (0.23498767614364624) | > loss_disc_real_4: 0.21747562289237976 (0.21747562289237976) | > loss_disc_real_5: 0.24218393862247467 (0.24218393862247467) | > loss_0: 2.3727965354919434 (2.3727965354919434) | > loss_gen: 3.0849170684814453 (3.0849170684814453) | > loss_kl: 2.197411298751831 (2.197411298751831) | > loss_feat: 8.336936950683594 (8.336936950683594) | > loss_mel: 13.9325532913208 (13.9325532913208) | > loss_duration: 1.8483668565750122 (1.8483668565750122) | > loss_1: 29.40018653869629 (29.40018653869629)  --> STEP: 2 | > loss_disc: 2.489744186401367 (2.4312703609466553) | > loss_disc_real_0: 0.23472246527671814 (0.24305947124958038) | > loss_disc_real_1: 0.1748305708169937 (0.16875606775283813) | > loss_disc_real_2: 0.317971795797348 (0.3134407699108124) | > loss_disc_real_3: 0.24942868947982788 (0.24220818281173706) | > loss_disc_real_4: 0.25775980949401855 (0.23761771619319916) | > loss_disc_real_5: 0.24899490177631378 (0.24558942019939423) | > loss_0: 2.489744186401367 (2.4312703609466553) | > loss_gen: 2.9590396881103516 (3.0219783782958984) | > loss_kl: 2.1727840900421143 (2.1850976943969727) | > loss_feat: 7.721626281738281 (8.029281616210938) | > loss_mel: 13.090537071228027 (13.511545181274414) | > loss_duration: 1.8869836330413818 (1.867675244808197) | > loss_1: 27.830970764160156 (28.615578651428223)  --> STEP: 3 | > loss_disc: 2.4491453170776367 (2.4372286796569824) | > loss_disc_real_0: 0.21945838630199432 (0.23519244293371835) | > loss_disc_real_1: 0.18719416856765747 (0.17490210135777792) | > loss_disc_real_2: 0.3127787709236145 (0.3132201035817464) | > loss_disc_real_3: 0.21506397426128387 (0.23316011329491934) | > loss_disc_real_4: 0.2248353362083435 (0.23335692286491394) | > loss_disc_real_5: 0.21203507483005524 (0.23440463840961456) | > loss_0: 2.4491453170776367 (2.4372286796569824) | > loss_gen: 2.703810930252075 (2.9159225622812905) | > loss_kl: 2.0543506145477295 (2.141515334447225) | > loss_feat: 6.962718963623047 (7.673760732014974) | > loss_mel: 11.792363166809082 (12.93848450978597) | > loss_duration: 1.8712716102600098 (1.8688740332921345) | > loss_1: 25.3845157623291 (27.538557688395183)  --> STEP: 4 | > loss_disc: 2.3297536373138428 (2.4103599190711975) | > loss_disc_real_0: 0.22072221338748932 (0.2315748855471611) | > loss_disc_real_1: 0.16945214569568634 (0.17353961244225502) | > loss_disc_real_2: 0.3159330189228058 (0.31389833241701126) | > loss_disc_real_3: 0.22643668949604034 (0.23147925734519958) | > loss_disc_real_4: 0.22442230582237244 (0.23112326860427856) | > loss_disc_real_5: 0.21907442808151245 (0.23057208582758904) | > loss_0: 2.3297536373138428 (2.4103599190711975) | > loss_gen: 3.000276565551758 (2.9370110630989075) | > loss_kl: 2.2538719177246094 (2.169604480266571) | > loss_feat: 7.811902046203613 (7.708296060562134) | > loss_mel: 12.646382331848145 (12.865458965301514) | > loss_duration: 1.7760441303253174 (1.8456665575504303) | > loss_1: 27.48847770690918 (27.52603769302368) --> EVAL PERFORMANCE | > avg_loader_time: 0.3235087990760803 (-0.003960549831390381) | > avg_loss_disc: 2.4103599190711975 (+0.0805516242980957) | > avg_loss_disc_real_0: 0.2315748855471611 (+0.02005767449736595) | > avg_loss_disc_real_1: 0.17353961244225502 (-0.014866933226585388) | > avg_loss_disc_real_2: 0.31389833241701126 (+0.1008644737303257) | > avg_loss_disc_real_3: 0.23147925734519958 (-0.004007283598184586) | > avg_loss_disc_real_4: 0.23112326860427856 (+0.0150664784014225) | > avg_loss_disc_real_5: 0.23057208582758904 (-0.05614055320620537) | > avg_loss_0: 2.4103599190711975 (+0.0805516242980957) | > avg_loss_gen: 2.9370110630989075 (-0.005994617938995361) | > avg_loss_kl: 2.169604480266571 (+0.10480180382728577) | > avg_loss_feat: 7.708296060562134 (+0.0004658699035644531) | > avg_loss_mel: 12.865458965301514 (-0.538661003112793) | > avg_loss_duration: 1.8456665575504303 (-0.005737632513046265) | > avg_loss_1: 27.52603769302368 (-0.44512414932250977)  > EPOCH: 466/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-11 23:53:55)   --> TIME: 2025-05-11 23:54:30 -- STEP: 37/725 -- GLOBAL_STEP: 383750 | > loss_disc: 2.143441677093506 (2.2080966330863334) | > loss_disc_real_0: 0.13827848434448242 (0.13606958272489345) | > loss_disc_real_1: 0.18775248527526855 (0.1914153030595264) | > loss_disc_real_2: 0.19698290526866913 (0.1891704415147369) | > loss_disc_real_3: 0.16771073639392853 (0.20650013596624942) | > loss_disc_real_4: 0.1666623204946518 (0.19476265117928787) | > loss_disc_real_5: 0.18916894495487213 (0.2108453049047573) | > loss_0: 2.143441677093506 (2.2080966330863334) | > grad_norm_0: tensor(17.5659, device='cuda:0') (tensor(16.1851, device='cuda:0')) | > loss_gen: 2.762923002243042 (2.7334693895803914) | > loss_kl: 1.7290107011795044 (1.7203190391128127) | > loss_feat: 9.00168514251709 (8.191220695908005) | > loss_mel: 13.337401390075684 (12.77101318256275) | > loss_duration: 1.6491655111312866 (1.660693977330182) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.48018455505371 (27.07671608795991) | > grad_norm_1: tensor(280.9077, device='cuda:0') (tensor(245.2120, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8741 (0.8714203061284246) | > loader_time: 0.0126 (0.011231879930238466)  --> TIME: 2025-05-11 23:55:14 -- STEP: 87/725 -- GLOBAL_STEP: 383800 | > loss_disc: 2.1910576820373535 (2.2064844273972786) | > loss_disc_real_0: 0.12591500580310822 (0.13677095133682776) | > loss_disc_real_1: 0.16038507223129272 (0.19013726060417876) | > loss_disc_real_2: 0.18494530022144318 (0.18818162381649017) | > loss_disc_real_3: 0.1834758222103119 (0.20571461114390144) | > loss_disc_real_4: 0.19576610624790192 (0.19494207169132666) | > loss_disc_real_5: 0.23435619473457336 (0.20982543713059917) | > loss_0: 2.1910576820373535 (2.2064844273972786) | > grad_norm_0: tensor(13.6467, device='cuda:0') (tensor(17.5510, device='cuda:0')) | > loss_gen: 2.7311532497406006 (2.7508299816613895) | > loss_kl: 1.6858569383621216 (1.7090493536543572) | > loss_feat: 8.549187660217285 (8.275035501896651) | > loss_mel: 14.303552627563477 (12.964046686545185) | > loss_duration: 1.6187902688980103 (1.662709681467078) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.888540267944336 (27.361671096977147) | > grad_norm_1: tensor(250.2995, device='cuda:0') (tensor(280.0215, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8552 (0.8703789464358626) | > loader_time: 0.0096 (0.010530548534174077)  --> TIME: 2025-05-11 23:55:58 -- STEP: 137/725 -- GLOBAL_STEP: 383850 | > loss_disc: 2.2237372398376465 (2.2058828886408004) | > loss_disc_real_0: 0.0957103967666626 (0.13632219660021094) | > loss_disc_real_1: 0.19201773405075073 (0.1902710214583543) | > loss_disc_real_2: 0.16551531851291656 (0.18819960342706554) | > loss_disc_real_3: 0.21432437002658844 (0.2063089791875686) | > loss_disc_real_4: 0.18651795387268066 (0.19488896668827443) | > loss_disc_real_5: 0.22554166615009308 (0.20906450071909133) | > loss_0: 2.2237372398376465 (2.2058828886408004) | > grad_norm_0: tensor(12.2029, device='cuda:0') (tensor(19.1653, device='cuda:0')) | > loss_gen: 2.629420757293701 (2.752410566719778) | > loss_kl: 1.6728181838989258 (1.7009444906763787) | > loss_feat: 8.071136474609375 (8.248905728333188) | > loss_mel: 12.254114151000977 (12.865095646712032) | > loss_duration: 1.6403546333312988 (1.6628365038085158) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.267845153808594 (27.230192783105114) | > grad_norm_1: tensor(295.3004, device='cuda:0') (tensor(307.1092, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8374 (0.8693921478995441) | > loader_time: 0.0104 (0.010483456354071625)  --> TIME: 2025-05-11 23:56:43 -- STEP: 187/725 -- GLOBAL_STEP: 383900 | > loss_disc: 2.288458824157715 (2.2006741564541583) | > loss_disc_real_0: 0.09920484572649002 (0.1352660270298228) | > loss_disc_real_1: 0.1587611883878708 (0.1898176642184589) | > loss_disc_real_2: 0.20326459407806396 (0.18767953835387918) | > loss_disc_real_3: 0.2110477238893509 (0.20555611114132213) | > loss_disc_real_4: 0.21376778185367584 (0.1951599687656617) | > loss_disc_real_5: 0.21883858740329742 (0.2088307625947789) | > loss_0: 2.288458824157715 (2.2006741564541583) | > grad_norm_0: tensor(19.4195, device='cuda:0') (tensor(18.8469, device='cuda:0')) | > loss_gen: 2.7130367755889893 (2.754768432780383) | > loss_kl: 1.7476297616958618 (1.7121025362116769) | > loss_feat: 8.304309844970703 (8.266324254918228) | > loss_mel: 13.231138229370117 (12.870890984560717) | > loss_duration: 1.6769626140594482 (1.6639188967924068) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.673076629638672 (27.268004973304464) | > grad_norm_1: tensor(510.6706, device='cuda:0') (tensor(312.0003, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8764 (0.8721341500307787) | > loader_time: 0.0123 (0.010435797951438211)  --> TIME: 2025-05-11 23:57:27 -- STEP: 237/725 -- GLOBAL_STEP: 383950 | > loss_disc: 2.129801034927368 (2.2019842405359458) | > loss_disc_real_0: 0.11455871164798737 (0.1355722523628408) | > loss_disc_real_1: 0.20356760919094086 (0.19023193481853742) | > loss_disc_real_2: 0.1907094120979309 (0.18769934968354832) | > loss_disc_real_3: 0.19580402970314026 (0.20554017775420902) | > loss_disc_real_4: 0.21600663661956787 (0.1956603639613727) | > loss_disc_real_5: 0.19675897061824799 (0.2086139332644547) | > loss_0: 2.129801034927368 (2.2019842405359458) | > grad_norm_0: tensor(22.8116, device='cuda:0') (tensor(19.1875, device='cuda:0')) | > loss_gen: 2.88242244720459 (2.7548266654276143) | > loss_kl: 1.8124998807907104 (1.714724766051216) | > loss_feat: 8.203531265258789 (8.26739047851241) | > loss_mel: 14.013714790344238 (12.839417397221432) | > loss_duration: 1.65032958984375 (1.6641819904625164) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.5625 (27.240541208645464) | > grad_norm_1: tensor(421.9510, device='cuda:0') (tensor(321.1982, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8351 (0.8706718859290272) | > loader_time: 0.0102 (0.010441872641004088)  --> TIME: 2025-05-11 23:58:11 -- STEP: 287/725 -- GLOBAL_STEP: 384000 | > loss_disc: 2.159696578979492 (2.20040333312563) | > loss_disc_real_0: 0.10976418852806091 (0.13516535983787598) | > loss_disc_real_1: 0.215897798538208 (0.18998806209722047) | > loss_disc_real_2: 0.18706302344799042 (0.18809533612445672) | > loss_disc_real_3: 0.23688842356204987 (0.20528328050096697) | > loss_disc_real_4: 0.20722182095050812 (0.19585680234722977) | > loss_disc_real_5: 0.20596663653850555 (0.20844307230324696) | > loss_0: 2.159696578979492 (2.20040333312563) | > grad_norm_0: tensor(24.7407, device='cuda:0') (tensor(19.9275, device='cuda:0')) | > loss_gen: 2.7849483489990234 (2.7631697372277024) | > loss_kl: 1.593026041984558 (1.7138439882092358) | > loss_feat: 9.40229606628418 (8.290590766414953) | > loss_mel: 14.322039604187012 (12.859973242889295) | > loss_duration: 1.681309700012207 (1.6637843552366784) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.783618927001953 (27.291362038057432) | > grad_norm_1: tensor(601.6083, device='cuda:0') (tensor(332.8658, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8294 (0.8681939188196269) | > loader_time: 0.0112 (0.01038311582824494) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_384000.pth  --> TIME: 2025-05-11 23:58:57 -- STEP: 337/725 -- GLOBAL_STEP: 384050 | > loss_disc: 2.155881643295288 (2.2029024436848808) | > loss_disc_real_0: 0.13654711842536926 (0.1360651347288746) | > loss_disc_real_1: 0.18622319400310516 (0.19012655494651737) | > loss_disc_real_2: 0.17511174082756042 (0.18818948915344316) | > loss_disc_real_3: 0.22830717265605927 (0.20526575759185886) | > loss_disc_real_4: 0.1918153017759323 (0.1955845951149655) | > loss_disc_real_5: 0.21273402869701385 (0.20840184165037703) | > loss_0: 2.155881643295288 (2.2029024436848808) | > grad_norm_0: tensor(37.1074, device='cuda:0') (tensor(20.9439, device='cuda:0')) | > loss_gen: 2.8097786903381348 (2.7640615627390694) | > loss_kl: 1.6179510354995728 (1.711227857394459) | > loss_feat: 8.502363204956055 (8.275002991764056) | > loss_mel: 13.08525562286377 (12.850263377679202) | > loss_duration: 1.635416030883789 (1.6637007900090883) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.65076446533203 (27.264256531123934) | > grad_norm_1: tensor(521.1819, device='cuda:0') (tensor(346.0482, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8825 (0.8671316690190256) | > loader_time: 0.0111 (0.010387725575387646)  --> TIME: 2025-05-11 23:59:41 -- STEP: 387/725 -- GLOBAL_STEP: 384100 | > loss_disc: 2.273986339569092 (2.203223688041826) | > loss_disc_real_0: 0.18879365921020508 (0.13613689517559005) | > loss_disc_real_1: 0.20134444534778595 (0.18989053495632585) | > loss_disc_real_2: 0.19504566490650177 (0.18826432784090363) | > loss_disc_real_3: 0.19934532046318054 (0.20529256845783514) | > loss_disc_real_4: 0.21484819054603577 (0.1954551613300038) | > loss_disc_real_5: 0.23756137490272522 (0.20863654940011273) | > loss_0: 2.273986339569092 (2.203223688041826) | > grad_norm_0: tensor(32.3187, device='cuda:0') (tensor(20.8878, device='cuda:0')) | > loss_gen: 2.7020537853240967 (2.762295340998844) | > loss_kl: 1.5820114612579346 (1.7152448790942052) | > loss_feat: 7.452565670013428 (8.266775741133584) | > loss_mel: 11.443330764770508 (12.857288116632501) | > loss_duration: 1.7308766841888428 (1.663540268437191) | > amp_scaler: 512.0 (268.56847545219637) | > loss_1: 24.910839080810547 (27.26514427914483) | > grad_norm_1: tensor(402.1477, device='cuda:0') (tensor(349.4948, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8793 (0.865675483871184) | > loader_time: 0.0101 (0.010382208713265348)  --> TIME: 2025-05-12 00:00:24 -- STEP: 437/725 -- GLOBAL_STEP: 384150 | > loss_disc: 2.164525032043457 (2.201926614927209) | > loss_disc_real_0: 0.117899090051651 (0.13579237573616004) | > loss_disc_real_1: 0.19557620584964752 (0.1897893300454731) | > loss_disc_real_2: 0.1803552210330963 (0.1880929794682518) | > loss_disc_real_3: 0.1818179041147232 (0.20539998343252758) | > loss_disc_real_4: 0.20091915130615234 (0.19510676406613753) | > loss_disc_real_5: 0.20175334811210632 (0.20876258546891419) | > loss_0: 2.164525032043457 (2.201926614927209) | > grad_norm_0: tensor(37.4352, device='cuda:0') (tensor(20.9298, device='cuda:0')) | > loss_gen: 2.754467248916626 (2.763269601206485) | > loss_kl: 1.7768340110778809 (1.714647823122055) | > loss_feat: 8.436490058898926 (8.272980263358669) | > loss_mel: 13.199999809265137 (12.865790559170717) | > loss_duration: 1.6359877586364746 (1.6631852161966145) | > amp_scaler: 256.0 (287.0480549199085) | > loss_1: 27.80377769470215 (27.279873409314877) | > grad_norm_1: tensor(564.5302, device='cuda:0') (tensor(351.9085, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8908 (0.8651736791946795) | > loader_time: 0.0096 (0.010334251128836132)  --> TIME: 2025-05-12 00:01:08 -- STEP: 487/725 -- GLOBAL_STEP: 384200 | > loss_disc: 2.2343811988830566 (2.200947440869999) | > loss_disc_real_0: 0.14584998786449432 (0.13600337330932716) | > loss_disc_real_1: 0.19380797445774078 (0.18991336694610683) | > loss_disc_real_2: 0.17986127734184265 (0.18794752033216997) | > loss_disc_real_3: 0.19635845720767975 (0.20532226348314933) | > loss_disc_real_4: 0.15906327962875366 (0.19477522422156052) | > loss_disc_real_5: 0.21468602120876312 (0.2082704041589212) | > loss_0: 2.2343811988830566 (2.200947440869999) | > grad_norm_0: tensor(9.3959, device='cuda:0') (tensor(21.1427, device='cuda:0')) | > loss_gen: 2.7639341354370117 (2.766454490058476) | > loss_kl: 1.691825270652771 (1.7129772950491622) | > loss_feat: 8.323185920715332 (8.296215090663527) | > loss_mel: 12.510379791259766 (12.905963208396328) | > loss_duration: 1.648810625076294 (1.663702558443042) | > amp_scaler: 256.0 (283.8603696098564) | > loss_1: 26.93813705444336 (27.345312612012663) | > grad_norm_1: tensor(65.3968, device='cuda:0') (tensor(354.0894, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8285 (0.8640346468351705) | > loader_time: 0.0094 (0.01030815993980705)  --> TIME: 2025-05-12 00:01:51 -- STEP: 537/725 -- GLOBAL_STEP: 384250 | > loss_disc: 2.2343032360076904 (2.202311187261088) | > loss_disc_real_0: 0.15795379877090454 (0.13608509667037344) | > loss_disc_real_1: 0.19750873744487762 (0.19000498331680862) | > loss_disc_real_2: 0.21312852203845978 (0.18813758206101103) | > loss_disc_real_3: 0.20266395807266235 (0.20530805416280334) | > loss_disc_real_4: 0.1961132287979126 (0.19499253713329856) | > loss_disc_real_5: 0.22700180113315582 (0.2086935816696902) | > loss_0: 2.2343032360076904 (2.202311187261088) | > grad_norm_0: tensor(36.7547, device='cuda:0') (tensor(20.8855, device='cuda:0')) | > loss_gen: 2.6182286739349365 (2.763532380152015) | > loss_kl: 1.4840471744537354 (1.70908620393032) | > loss_feat: 7.768293857574463 (8.278540524246528) | > loss_mel: 12.37597370147705 (12.884003649876767) | > loss_duration: 1.682287573814392 (1.6643320965811306) | > amp_scaler: 256.0 (281.2662942271882) | > loss_1: 25.928831100463867 (27.299494816160284) | > grad_norm_1: tensor(504.4931, device='cuda:0') (tensor(351.3140, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8456 (0.8632151143732905) | > loader_time: 0.0095 (0.010291987957235151)  --> TIME: 2025-05-12 00:02:35 -- STEP: 587/725 -- GLOBAL_STEP: 384300 | > loss_disc: 2.2242321968078613 (2.201766052684752) | > loss_disc_real_0: 0.1366206258535385 (0.13600723775424162) | > loss_disc_real_1: 0.19520024955272675 (0.18998010228094486) | > loss_disc_real_2: 0.18008433282375336 (0.1882292211715773) | > loss_disc_real_3: 0.20300345122814178 (0.20523206544389522) | > loss_disc_real_4: 0.2054319530725479 (0.1947038652441977) | > loss_disc_real_5: 0.27501142024993896 (0.20858625100459108) | > loss_0: 2.2242321968078613 (2.201766052684752) | > grad_norm_0: tensor(12.1510, device='cuda:0') (tensor(20.7942, device='cuda:0')) | > loss_gen: 3.0186643600463867 (2.765214863587076) | > loss_kl: 1.7738350629806519 (1.7101185557383285) | > loss_feat: 8.283092498779297 (8.280538250274915) | > loss_mel: 13.53110122680664 (12.87934851118409) | > loss_duration: 1.6727157831192017 (1.66401356732825) | > amp_scaler: 256.0 (279.11413969335626) | > loss_1: 28.279409408569336 (27.299233717650313) | > grad_norm_1: tensor(298.8035, device='cuda:0') (tensor(352.6750, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8664 (0.8626040055763986) | > loader_time: 0.0099 (0.010269305978154404)  --> TIME: 2025-05-12 00:03:18 -- STEP: 637/725 -- GLOBAL_STEP: 384350 | > loss_disc: 2.106736660003662 (2.199711548477365) | > loss_disc_real_0: 0.09437346458435059 (0.13554766114502884) | > loss_disc_real_1: 0.14662586152553558 (0.19012548246975036) | > loss_disc_real_2: 0.17994424700737 (0.18810102123667702) | > loss_disc_real_3: 0.20050711929798126 (0.2050763978220793) | > loss_disc_real_4: 0.18085502088069916 (0.194701907024653) | > loss_disc_real_5: 0.18357235193252563 (0.20829693516906428) | > loss_0: 2.106736660003662 (2.199711548477365) | > grad_norm_0: tensor(14.2087, device='cuda:0') (tensor(21.0378, device='cuda:0')) | > loss_gen: 2.9524805545806885 (2.7701996611650546) | > loss_kl: 1.7737103700637817 (1.7127562379537602) | > loss_feat: 9.655204772949219 (8.300103918910962) | > loss_mel: 14.74997329711914 (12.905648628246835) | > loss_duration: 1.6434340476989746 (1.6639070508992833) | > amp_scaler: 256.0 (277.299843014129) | > loss_1: 30.774803161621094 (27.352615476216016) | > grad_norm_1: tensor(479.3057, device='cuda:0') (tensor(356.7381, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8499 (0.8619927772360282) | > loader_time: 0.0106 (0.010263180620442005)  --> TIME: 2025-05-12 00:04:02 -- STEP: 687/725 -- GLOBAL_STEP: 384400 | > loss_disc: 2.3254590034484863 (2.200741393423844) | > loss_disc_real_0: 0.17410866916179657 (0.13594391745727985) | > loss_disc_real_1: 0.1986050307750702 (0.19017345917016654) | > loss_disc_real_2: 0.19273465871810913 (0.18843357618545672) | > loss_disc_real_3: 0.21127313375473022 (0.20501012989527287) | > loss_disc_real_4: 0.18769782781600952 (0.1947332715623764) | > loss_disc_real_5: 0.24027198553085327 (0.2082071623817802) | > loss_0: 2.3254590034484863 (2.200741393423844) | > grad_norm_0: tensor(15.9767, device='cuda:0') (tensor(21.2351, device='cuda:0')) | > loss_gen: 2.5028693675994873 (2.7691426651967137) | > loss_kl: 1.7905851602554321 (1.71141932989312) | > loss_feat: 6.974278450012207 (8.287841444973344) | > loss_mel: 11.263993263244629 (12.905507631871025) | > loss_duration: 1.6633093357086182 (1.6637500968735979) | > amp_scaler: 256.0 (275.7496360989814) | > loss_1: 24.195035934448242 (27.33766116568441) | > grad_norm_1: tensor(339.9947, device='cuda:0') (tensor(358.6344, device='cuda:0')) | > current_lr_0: 0.00018868212590794116 | > current_lr_1: 0.00018868212590794116 | > step_time: 0.8797 (0.8615303664228281) | > loader_time: 0.0101 (0.010272420649965778)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.292787790298462 (2.292787790298462) | > loss_disc_real_0: 0.1394561231136322 (0.1394561231136322) | > loss_disc_real_1: 0.21781086921691895 (0.21781086921691895) | > loss_disc_real_2: 0.20399905741214752 (0.20399905741214752) | > loss_disc_real_3: 0.2690960466861725 (0.2690960466861725) | > loss_disc_real_4: 0.23524780571460724 (0.23524780571460724) | > loss_disc_real_5: 0.2491241842508316 (0.2491241842508316) | > loss_0: 2.292787790298462 (2.292787790298462) | > loss_gen: 2.9381468296051025 (2.9381468296051025) | > loss_kl: 2.419898271560669 (2.419898271560669) | > loss_feat: 8.368678092956543 (8.368678092956543) | > loss_mel: 13.328386306762695 (13.328386306762695) | > loss_duration: 1.7373151779174805 (1.7373151779174805) | > loss_1: 28.792423248291016 (28.792423248291016)  --> STEP: 1 | > loss_disc: 2.2881059646606445 (2.2881059646606445) | > loss_disc_real_0: 0.13694217801094055 (0.13694217801094055) | > loss_disc_real_1: 0.21184585988521576 (0.21184585988521576) | > loss_disc_real_2: 0.17366497218608856 (0.17366497218608856) | > loss_disc_real_3: 0.26824522018432617 (0.26824522018432617) | > loss_disc_real_4: 0.25318947434425354 (0.25318947434425354) | > loss_disc_real_5: 0.22477518022060394 (0.22477518022060394) | > loss_0: 2.2881059646606445 (2.2881059646606445) | > loss_gen: 2.775446891784668 (2.775446891784668) | > loss_kl: 2.306828260421753 (2.306828260421753) | > loss_feat: 7.701026439666748 (7.701026439666748) | > loss_mel: 13.155526161193848 (13.155526161193848) | > loss_duration: 1.8657958507537842 (1.8657958507537842) | > loss_1: 27.804622650146484 (27.804622650146484)  --> STEP: 2 | > loss_disc: 2.1962058544158936 (2.242155909538269) | > loss_disc_real_0: 0.12809549272060394 (0.13251883536577225) | > loss_disc_real_1: 0.20714908838272095 (0.20949747413396835) | > loss_disc_real_2: 0.18221122026443481 (0.1779380962252617) | > loss_disc_real_3: 0.2575646936893463 (0.26290495693683624) | > loss_disc_real_4: 0.22973312437534332 (0.24146129935979843) | > loss_disc_real_5: 0.25530534982681274 (0.24004026502370834) | > loss_0: 2.1962058544158936 (2.242155909538269) | > loss_gen: 2.9028217792510986 (2.8391343355178833) | > loss_kl: 2.004185199737549 (2.155506730079651) | > loss_feat: 7.948692798614502 (7.824859619140625) | > loss_mel: 13.184758186340332 (13.17014217376709) | > loss_duration: 1.901039958000183 (1.8834179043769836) | > loss_1: 27.941497802734375 (27.87306022644043)  --> STEP: 3 | > loss_disc: 2.3082094192504883 (2.264173746109009) | > loss_disc_real_0: 0.1441233903169632 (0.13638702034950256) | > loss_disc_real_1: 0.2462608367204666 (0.22175192832946777) | > loss_disc_real_2: 0.1735154390335083 (0.1764638771613439) | > loss_disc_real_3: 0.2637523412704468 (0.2631874183813731) | > loss_disc_real_4: 0.26661428809165955 (0.24984562893708548) | > loss_disc_real_5: 0.23769241571426392 (0.23925764858722687) | > loss_0: 2.3082094192504883 (2.264173746109009) | > loss_gen: 2.939699649810791 (2.8726561069488525) | > loss_kl: 2.0558502674102783 (2.12228790918986) | > loss_feat: 8.6268310546875 (8.092183430989584) | > loss_mel: 12.871923446655273 (13.070735931396484) | > loss_duration: 1.8646135330200195 (1.8771497805913289) | > loss_1: 28.358917236328125 (28.03501256306966)  --> STEP: 4 | > loss_disc: 2.2296226024627686 (2.2555359601974487) | > loss_disc_real_0: 0.12762698531150818 (0.13419701159000397) | > loss_disc_real_1: 0.21901947259902954 (0.22106881439685822) | > loss_disc_real_2: 0.16523124277591705 (0.17365571856498718) | > loss_disc_real_3: 0.24583134055137634 (0.2588483989238739) | > loss_disc_real_4: 0.20459020137786865 (0.23853177204728127) | > loss_disc_real_5: 0.24161241948604584 (0.2398463413119316) | > loss_0: 2.2296226024627686 (2.2555359601974487) | > loss_gen: 2.844212532043457 (2.8655452132225037) | > loss_kl: 2.095050573348999 (2.1154785752296448) | > loss_feat: 9.781681060791016 (8.514557838439941) | > loss_mel: 14.03594970703125 (13.312039375305176) | > loss_duration: 1.8137767314910889 (1.861306518316269) | > loss_1: 30.570669174194336 (28.66892671585083) --> EVAL PERFORMANCE | > avg_loader_time: 0.3302374482154846 (+0.006728649139404297) | > avg_loss_disc: 2.2555359601974487 (-0.15482395887374878) | > avg_loss_disc_real_0: 0.13419701159000397 (-0.09737787395715714) | > avg_loss_disc_real_1: 0.22106881439685822 (+0.047529201954603195) | > avg_loss_disc_real_2: 0.17365571856498718 (-0.14024261385202408) | > avg_loss_disc_real_3: 0.2588483989238739 (+0.027369141578674316) | > avg_loss_disc_real_4: 0.23853177204728127 (+0.007408503443002701) | > avg_loss_disc_real_5: 0.2398463413119316 (+0.009274255484342575) | > avg_loss_0: 2.2555359601974487 (-0.15482395887374878) | > avg_loss_gen: 2.8655452132225037 (-0.07146584987640381) | > avg_loss_kl: 2.1154785752296448 (-0.05412590503692627) | > avg_loss_feat: 8.514557838439941 (+0.8062617778778076) | > avg_loss_mel: 13.312039375305176 (+0.4465804100036621) | > avg_loss_duration: 1.861306518316269 (+0.015639960765838623) | > avg_loss_1: 28.66892671585083 (+1.1428890228271484)  > EPOCH: 467/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 00:04:42)   --> TIME: 2025-05-12 00:04:54 -- STEP: 12/725 -- GLOBAL_STEP: 384450 | > loss_disc: 2.339694023132324 (2.2545119325319924) | > loss_disc_real_0: 0.15001767873764038 (0.139983252932628) | > loss_disc_real_1: 0.21409007906913757 (0.19694789499044418) | > loss_disc_real_2: 0.20593614876270294 (0.1907389077047507) | > loss_disc_real_3: 0.23795868456363678 (0.212346900254488) | > loss_disc_real_4: 0.21984818577766418 (0.19748454292615256) | > loss_disc_real_5: 0.21093475818634033 (0.21479097257057825) | > loss_0: 2.339694023132324 (2.2545119325319924) | > grad_norm_0: tensor(15.0772, device='cuda:0') (tensor(16.8321, device='cuda:0')) | > loss_gen: 2.6015684604644775 (2.71300478776296) | > loss_kl: 1.6711490154266357 (1.7705587446689606) | > loss_feat: 7.304937839508057 (7.817503094673157) | > loss_mel: 11.602080345153809 (12.64208205540975) | > loss_duration: 1.6967968940734863 (1.6646767854690552) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.87653160095215 (26.60782527923584) | > grad_norm_1: tensor(298.2572, device='cuda:0') (tensor(294.0773, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8738 (0.8537285923957825) | > loader_time: 0.0121 (0.012073516845703125)  --> TIME: 2025-05-12 00:05:39 -- STEP: 62/725 -- GLOBAL_STEP: 384500 | > loss_disc: 2.266679525375366 (2.2114955206071185) | > loss_disc_real_0: 0.13700006902217865 (0.13591886816486234) | > loss_disc_real_1: 0.18429197371006012 (0.1918915075159842) | > loss_disc_real_2: 0.17754900455474854 (0.1884083142203669) | > loss_disc_real_3: 0.22651807963848114 (0.20794417877351087) | > loss_disc_real_4: 0.2007504552602768 (0.19527556699129842) | > loss_disc_real_5: 0.2542289197444916 (0.2076437470893706) | > loss_0: 2.266679525375366 (2.2114955206071185) | > grad_norm_0: tensor(11.3419, device='cuda:0') (tensor(18.0724, device='cuda:0')) | > loss_gen: 2.570023536682129 (2.7336648856439894) | > loss_kl: 1.581480860710144 (1.7509762817813503) | > loss_feat: 7.501899242401123 (8.147645173534274) | > loss_mel: 11.772610664367676 (12.798985635080646) | > loss_duration: 1.700284719467163 (1.6602930907280213) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.126298904418945 (27.09156503985005) | > grad_norm_1: tensor(341.8250, device='cuda:0') (tensor(316.3992, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8481 (0.867930373837871) | > loader_time: 0.0108 (0.01166637482181672)  --> TIME: 2025-05-12 00:06:23 -- STEP: 112/725 -- GLOBAL_STEP: 384550 | > loss_disc: 2.2476048469543457 (2.2086627132126266) | > loss_disc_real_0: 0.13817180693149567 (0.13566189618515107) | > loss_disc_real_1: 0.19095949828624725 (0.1911692242803318) | > loss_disc_real_2: 0.20537400245666504 (0.1884417673572898) | > loss_disc_real_3: 0.19960694015026093 (0.20639354083687067) | > loss_disc_real_4: 0.167461097240448 (0.1948509298797165) | > loss_disc_real_5: 0.21106261014938354 (0.208466253642525) | > loss_0: 2.2476048469543457 (2.2086627132126266) | > grad_norm_0: tensor(28.8338, device='cuda:0') (tensor(18.7655, device='cuda:0')) | > loss_gen: 2.6354377269744873 (2.7395332221473963) | > loss_kl: 1.6801764965057373 (1.7459157896893365) | > loss_feat: 8.506063461303711 (8.193097680807117) | > loss_mel: 12.698914527893066 (12.807750965867726) | > loss_duration: 1.6575453281402588 (1.6643628009728022) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.178136825561523 (27.150660395622253) | > grad_norm_1: tensor(361.6391, device='cuda:0') (tensor(308.7071, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8415 (0.8669644338744027) | > loader_time: 0.0099 (0.011290518300873893)  --> TIME: 2025-05-12 00:07:07 -- STEP: 162/725 -- GLOBAL_STEP: 384600 | > loss_disc: 2.228928565979004 (2.2075990239779157) | > loss_disc_real_0: 0.13227379322052002 (0.13598389344082928) | > loss_disc_real_1: 0.19727471470832825 (0.19080042268758945) | > loss_disc_real_2: 0.21275044977664948 (0.18942716175023427) | > loss_disc_real_3: 0.19794295728206635 (0.20546195251338276) | > loss_disc_real_4: 0.1967759132385254 (0.19481844749347663) | > loss_disc_real_5: 0.2210400551557541 (0.20796279655194577) | > loss_0: 2.228928565979004 (2.2075990239779157) | > grad_norm_0: tensor(12.4946, device='cuda:0') (tensor(18.5719, device='cuda:0')) | > loss_gen: 2.854400157928467 (2.7496234399301036) | > loss_kl: 1.7388912439346313 (1.731437564632039) | > loss_feat: 8.504011154174805 (8.237042212191927) | > loss_mel: 14.004112243652344 (12.846055230976622) | > loss_duration: 1.6137511730194092 (1.6648260354995728) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.715166091918945 (27.22898440890842) | > grad_norm_1: tensor(387.9723, device='cuda:0') (tensor(308.7406, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8409 (0.864974370709172) | > loader_time: 0.0098 (0.011016605812826277)  --> TIME: 2025-05-12 00:07:51 -- STEP: 212/725 -- GLOBAL_STEP: 384650 | > loss_disc: 2.1283047199249268 (2.2032880754965647) | > loss_disc_real_0: 0.20465262234210968 (0.13545622022927922) | > loss_disc_real_1: 0.19552578032016754 (0.19074588430658834) | > loss_disc_real_2: 0.19249212741851807 (0.1889635178278078) | > loss_disc_real_3: 0.20971105992794037 (0.20508048634202974) | > loss_disc_real_4: 0.17648881673812866 (0.19532112706944627) | > loss_disc_real_5: 0.20329611003398895 (0.20748213896492743) | > loss_0: 2.1283047199249268 (2.2032880754965647) | > grad_norm_0: tensor(26.4483, device='cuda:0') (tensor(18.4100, device='cuda:0')) | > loss_gen: 2.9523167610168457 (2.7610262992247097) | > loss_kl: 1.4752088785171509 (1.7173723696537737) | > loss_feat: 9.709315299987793 (8.290861725807193) | > loss_mel: 14.118084907531738 (12.911991182363257) | > loss_duration: 1.6619584560394287 (1.6648017972145441) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.91688346862793 (27.346053330403453) | > grad_norm_1: tensor(178.2133, device='cuda:0') (tensor(309.5672, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8616 (0.8655972177127622) | > loader_time: 0.0102 (0.010892084184682595)  --> TIME: 2025-05-12 00:08:35 -- STEP: 262/725 -- GLOBAL_STEP: 384700 | > loss_disc: 2.221261978149414 (2.2117890206002104) | > loss_disc_real_0: 0.14215686917304993 (0.143480479489756) | > loss_disc_real_1: 0.2097892314195633 (0.1908133954719733) | > loss_disc_real_2: 0.18625523149967194 (0.1893050965234524) | > loss_disc_real_3: 0.19192436337471008 (0.20555483817144204) | > loss_disc_real_4: 0.20753148198127747 (0.1956234239894925) | > loss_disc_real_5: 0.21243178844451904 (0.20614906195693344) | > loss_0: 2.221261978149414 (2.2117890206002104) | > grad_norm_0: tensor(10.7901, device='cuda:0') (tensor(19.6465, device='cuda:0')) | > loss_gen: 2.775728940963745 (2.7676077171136404) | > loss_kl: 1.6801366806030273 (1.7120394265378704) | > loss_feat: 7.314704418182373 (8.283995679316632) | > loss_mel: 11.57680606842041 (12.916045305383115) | > loss_duration: 1.6482431888580322 (1.6649218256236942) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.99561882019043 (27.344609901195263) | > grad_norm_1: tensor(239.1727, device='cuda:0') (tensor(320.3650, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.9005 (0.865441681774518) | > loader_time: 0.0113 (0.010821074019861586)  --> TIME: 2025-05-12 00:09:19 -- STEP: 312/725 -- GLOBAL_STEP: 384750 | > loss_disc: 2.148043394088745 (2.2106087723603633) | > loss_disc_real_0: 0.1282283514738083 (0.1433718216915926) | > loss_disc_real_1: 0.20460137724876404 (0.1905712079352293) | > loss_disc_real_2: 0.18034033477306366 (0.18952378181692892) | > loss_disc_real_3: 0.1751595437526703 (0.20538998132523817) | > loss_disc_real_4: 0.17363916337490082 (0.19525124166065294) | > loss_disc_real_5: 0.20839352905750275 (0.20578872847060353) | > loss_0: 2.148043394088745 (2.2106087723603633) | > grad_norm_0: tensor(26.7950, device='cuda:0') (tensor(19.9757, device='cuda:0')) | > loss_gen: 2.751134157180786 (2.767501244942347) | > loss_kl: 1.8158657550811768 (1.7033304063937595) | > loss_feat: 8.109028816223145 (8.255526849856745) | > loss_mel: 13.007159233093262 (12.884037341826998) | > loss_duration: 1.6618597507476807 (1.664454858654585) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.345046997070312 (27.274850606918328) | > grad_norm_1: tensor(453.6273, device='cuda:0') (tensor(328.1332, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8455 (0.8647670959814999) | > loader_time: 0.0101 (0.010716448227564498)  --> TIME: 2025-05-12 00:10:03 -- STEP: 362/725 -- GLOBAL_STEP: 384800 | > loss_disc: 2.3061511516571045 (2.2078204220829782) | > loss_disc_real_0: 0.19203904271125793 (0.14248988250507186) | > loss_disc_real_1: 0.2050730288028717 (0.19053635754473305) | > loss_disc_real_2: 0.20805907249450684 (0.18910551783294316) | > loss_disc_real_3: 0.21038712561130524 (0.20528697695850667) | > loss_disc_real_4: 0.21490545570850372 (0.19511255543699574) | > loss_disc_real_5: 0.19510459899902344 (0.20561509283043394) | > loss_0: 2.3061511516571045 (2.2078204220829782) | > grad_norm_0: tensor(38.9317, device='cuda:0') (tensor(20.0288, device='cuda:0')) | > loss_gen: 2.8014273643493652 (2.7705356508328767) | > loss_kl: 1.7017912864685059 (1.7046034029834172) | > loss_feat: 7.581002712249756 (8.265730666850814) | > loss_mel: 12.303112983703613 (12.896920889122047) | > loss_duration: 1.5915095806121826 (1.6636378890243027) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.978843688964844 (27.301428404960838) | > grad_norm_1: tensor(417.4933, device='cuda:0') (tensor(331.5175, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8656 (0.865166851170155) | > loader_time: 0.011 (0.010648420502467709)  --> TIME: 2025-05-12 00:10:47 -- STEP: 412/725 -- GLOBAL_STEP: 384850 | > loss_disc: 2.292017936706543 (2.207862298465471) | > loss_disc_real_0: 0.13816575706005096 (0.14245193136982562) | > loss_disc_real_1: 0.2126733511686325 (0.19060051318221882) | > loss_disc_real_2: 0.2326773703098297 (0.1892955244600195) | > loss_disc_real_3: 0.23049971461296082 (0.2051682290304633) | > loss_disc_real_4: 0.2220401167869568 (0.19520391643191998) | > loss_disc_real_5: 0.16358593106269836 (0.20537519896204026) | > loss_0: 2.292017936706543 (2.207862298465471) | > grad_norm_0: tensor(9.6821, device='cuda:0') (tensor(20.0312, device='cuda:0')) | > loss_gen: 2.5831029415130615 (2.7694096171740177) | > loss_kl: 1.6817461252212524 (1.7043200560565128) | > loss_feat: 7.953205585479736 (8.260056176231908) | > loss_mel: 11.703810691833496 (12.894069361455228) | > loss_duration: 1.6705394983291626 (1.6642898335618883) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.592405319213867 (27.292144979088047) | > grad_norm_1: tensor(173.9913, device='cuda:0') (tensor(330.8727, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8767 (0.8649334635549377) | > loader_time: 0.0098 (0.01057642119602092)  --> TIME: 2025-05-12 00:11:30 -- STEP: 462/725 -- GLOBAL_STEP: 384900 | > loss_disc: 2.3163397312164307 (2.208268872071138) | > loss_disc_real_0: 0.11906207352876663 (0.1418390016986695) | > loss_disc_real_1: 0.19296963512897491 (0.19041475373042097) | > loss_disc_real_2: 0.20528942346572876 (0.18936906100222564) | > loss_disc_real_3: 0.21043528616428375 (0.20496475286943056) | > loss_disc_real_4: 0.19149242341518402 (0.19524306765237406) | > loss_disc_real_5: 0.2635817229747772 (0.20617054093193693) | > loss_0: 2.3163397312164307 (2.208268872071138) | > grad_norm_0: tensor(18.4578, device='cuda:0') (tensor(20.0720, device='cuda:0')) | > loss_gen: 2.72878098487854 (2.766090464798402) | > loss_kl: 1.7331076860427856 (1.7082684987035144) | > loss_feat: 7.588660717010498 (8.245562544116726) | > loss_mel: 12.835801124572754 (12.87730520834654) | > loss_duration: 1.6944444179534912 (1.6642007920649147) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.580795288085938 (27.261427454102087) | > grad_norm_1: tensor(160.5561, device='cuda:0') (tensor(329.0755, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8083 (0.8639576486694863) | > loader_time: 0.0102 (0.010510342461722236)  --> TIME: 2025-05-12 00:12:14 -- STEP: 512/725 -- GLOBAL_STEP: 384950 | > loss_disc: 2.076467990875244 (2.2060535913333297) | > loss_disc_real_0: 0.1264672875404358 (0.1411245312046959) | > loss_disc_real_1: 0.15028899908065796 (0.19036502414382997) | > loss_disc_real_2: 0.17737682163715363 (0.18929507082793867) | > loss_disc_real_3: 0.1924741268157959 (0.20480966370087117) | > loss_disc_real_4: 0.18783597648143768 (0.1950952115003019) | > loss_disc_real_5: 0.21461574733257294 (0.20596179895801464) | > loss_0: 2.076467990875244 (2.2060535913333297) | > grad_norm_0: tensor(24.0900, device='cuda:0') (tensor(20.1631, device='cuda:0')) | > loss_gen: 2.9114811420440674 (2.768414864782243) | > loss_kl: 1.6618192195892334 (1.706643041921779) | > loss_feat: 8.925139427185059 (8.253155879676337) | > loss_mel: 13.645755767822266 (12.891642840579149) | > loss_duration: 1.6168794631958008 (1.6646694911178204) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.761077880859375 (27.284526068717238) | > grad_norm_1: tensor(536.9305, device='cuda:0') (tensor(334.5461, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8755 (0.8641138956882058) | > loader_time: 0.0111 (0.010497911833226679)  --> TIME: 2025-05-12 00:12:58 -- STEP: 562/725 -- GLOBAL_STEP: 385000 | > loss_disc: 2.087864398956299 (2.202809897606059) | > loss_disc_real_0: 0.14776760339736938 (0.14038962286191067) | > loss_disc_real_1: 0.175998717546463 (0.19008723961925167) | > loss_disc_real_2: 0.18910400569438934 (0.18914759228025899) | > loss_disc_real_3: 0.21185952425003052 (0.20476873855361738) | > loss_disc_real_4: 0.21873195469379425 (0.19496049397886855) | > loss_disc_real_5: 0.24244274199008942 (0.20559141644379414) | > loss_0: 2.087864398956299 (2.202809897606059) | > grad_norm_0: tensor(11.6902, device='cuda:0') (tensor(20.6484, device='cuda:0')) | > loss_gen: 2.964493751525879 (2.773056055727377) | > loss_kl: 1.8271307945251465 (1.7083725492300932) | > loss_feat: 9.006457328796387 (8.269441670794501) | > loss_mel: 13.408141136169434 (12.911913467895932) | > loss_duration: 1.6509463787078857 (1.6644241578638346) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.857168197631836 (27.327207857179474) | > grad_norm_1: tensor(343.4363, device='cuda:0') (tensor(340.5576, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.9047 (0.8637766918677876) | > loader_time: 0.0105 (0.010481744898595845) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_385000.pth  --> TIME: 2025-05-12 00:13:45 -- STEP: 612/725 -- GLOBAL_STEP: 385050 | > loss_disc: 2.3378219604492188 (2.2018873150052594) | > loss_disc_real_0: 0.1388489156961441 (0.1397950505849972) | > loss_disc_real_1: 0.20746323466300964 (0.19016470124616353) | > loss_disc_real_2: 0.2099035382270813 (0.18912663342419028) | > loss_disc_real_3: 0.2232464998960495 (0.2046343352329108) | > loss_disc_real_4: 0.2385108470916748 (0.1948744904712524) | > loss_disc_real_5: 0.20690405368804932 (0.20574635535089023) | > loss_0: 2.3378219604492188 (2.2018873150052594) | > grad_norm_0: tensor(15.5640, device='cuda:0') (tensor(20.4697, device='cuda:0')) | > loss_gen: 2.544867515563965 (2.771911879770117) | > loss_kl: 1.8390809297561646 (1.7080915463126563) | > loss_feat: 6.538978099822998 (8.270695059128052) | > loss_mel: 11.637186050415039 (12.91409577887042) | > loss_duration: 1.6011683940887451 (1.6638625394674689) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.161279678344727 (27.32865673576305) | > grad_norm_1: tensor(364.8369, device='cuda:0') (tensor(340.2531, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8325 (0.8641265206087647) | > loader_time: 0.009 (0.010480816847358647)  --> TIME: 2025-05-12 00:14:29 -- STEP: 662/725 -- GLOBAL_STEP: 385100 | > loss_disc: 2.1422488689422607 (2.2019430236874022) | > loss_disc_real_0: 0.16926898062229156 (0.13949953461926867) | > loss_disc_real_1: 0.1886066198348999 (0.19009201665299189) | > loss_disc_real_2: 0.1778552234172821 (0.18902617105454492) | > loss_disc_real_3: 0.2042405903339386 (0.20470346541923348) | > loss_disc_real_4: 0.2189645618200302 (0.19484302484827104) | > loss_disc_real_5: 0.21581429243087769 (0.20603274486486284) | > loss_0: 2.1422488689422607 (2.2019430236874022) | > grad_norm_0: tensor(23.4866, device='cuda:0') (tensor(20.4780, device='cuda:0')) | > loss_gen: 2.7432210445404053 (2.771159667623008) | > loss_kl: 1.6568201780319214 (1.7075434519805217) | > loss_feat: 8.83512020111084 (8.261732220289566) | > loss_mel: 12.777928352355957 (12.902320106944284) | > loss_duration: 1.6780180931091309 (1.664177373096662) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.69110870361328 (27.306932769153054) | > grad_norm_1: tensor(474.9891, device='cuda:0') (tensor(344.0479, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8865 (0.8633753349413683) | > loader_time: 0.0098 (0.010432743954154293)  --> TIME: 2025-05-12 00:15:13 -- STEP: 712/725 -- GLOBAL_STEP: 385150 | > loss_disc: 2.137664556503296 (2.2031626749909314) | > loss_disc_real_0: 0.1315000355243683 (0.13940463675541823) | > loss_disc_real_1: 0.18176518380641937 (0.19021148692942075) | > loss_disc_real_2: 0.18502232432365417 (0.18917423555773985) | > loss_disc_real_3: 0.19591625034809113 (0.20476818710481862) | > loss_disc_real_4: 0.19873392581939697 (0.19485064662909243) | > loss_disc_real_5: 0.21865396201610565 (0.20631450860436712) | > loss_0: 2.137664556503296 (2.2031626749909314) | > grad_norm_0: tensor(21.7174, device='cuda:0') (tensor(20.5783, device='cuda:0')) | > loss_gen: 2.7416346073150635 (2.770498932412503) | > loss_kl: 1.7664272785186768 (1.7067415699195325) | > loss_feat: 8.261734962463379 (8.262027234173885) | > loss_mel: 13.04168701171875 (12.902465904696598) | > loss_duration: 1.6502364873886108 (1.6638603546981061) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.461719512939453 (27.30559393797028) | > grad_norm_1: tensor(486.4198, device='cuda:0') (tensor(346.8301, device='cuda:0')) | > current_lr_0: 0.00018865854064220266 | > current_lr_1: 0.00018865854064220266 | > step_time: 0.8305 (0.8634261770194834) | > loader_time: 0.01 (0.010398792751719427)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1373016834259033 (2.1373016834259033) | > loss_disc_real_0: 0.1659974753856659 (0.1659974753856659) | > loss_disc_real_1: 0.1836346834897995 (0.1836346834897995) | > loss_disc_real_2: 0.21162384748458862 (0.21162384748458862) | > loss_disc_real_3: 0.1843879520893097 (0.1843879520893097) | > loss_disc_real_4: 0.187630295753479 (0.187630295753479) | > loss_disc_real_5: 0.20249702036380768 (0.20249702036380768) | > loss_0: 2.1373016834259033 (2.1373016834259033) | > loss_gen: 3.0102853775024414 (3.0102853775024414) | > loss_kl: 2.1867024898529053 (2.1867024898529053) | > loss_feat: 9.302566528320312 (9.302566528320312) | > loss_mel: 14.411881446838379 (14.411881446838379) | > loss_duration: 1.7331243753433228 (1.7331243753433228) | > loss_1: 30.64455795288086 (30.64455795288086)  --> STEP: 1 | > loss_disc: 2.331070899963379 (2.331070899963379) | > loss_disc_real_0: 0.18027780950069427 (0.18027780950069427) | > loss_disc_real_1: 0.20953910052776337 (0.20953910052776337) | > loss_disc_real_2: 0.23044539988040924 (0.23044539988040924) | > loss_disc_real_3: 0.21549639105796814 (0.21549639105796814) | > loss_disc_real_4: 0.2108936607837677 (0.2108936607837677) | > loss_disc_real_5: 0.2286604642868042 (0.2286604642868042) | > loss_0: 2.331070899963379 (2.331070899963379) | > loss_gen: 2.812965154647827 (2.812965154647827) | > loss_kl: 2.2563116550445557 (2.2563116550445557) | > loss_feat: 7.459194660186768 (7.459194660186768) | > loss_mel: 13.168922424316406 (13.168922424316406) | > loss_duration: 1.855681300163269 (1.855681300163269) | > loss_1: 27.553075790405273 (27.553075790405273)  --> STEP: 2 | > loss_disc: 2.216745376586914 (2.2739081382751465) | > loss_disc_real_0: 0.18047012388706207 (0.18037396669387817) | > loss_disc_real_1: 0.18543533980846405 (0.1974872201681137) | > loss_disc_real_2: 0.2176043540239334 (0.22402487695217133) | > loss_disc_real_3: 0.18627077341079712 (0.20088358223438263) | > loss_disc_real_4: 0.1868269145488739 (0.1988602876663208) | > loss_disc_real_5: 0.2313653528690338 (0.230012908577919) | > loss_0: 2.216745376586914 (2.2739081382751465) | > loss_gen: 2.8519935607910156 (2.8324793577194214) | > loss_kl: 1.7740029096603394 (2.0151572823524475) | > loss_feat: 8.387566566467285 (7.923380613327026) | > loss_mel: 13.730305671691895 (13.44961404800415) | > loss_duration: 1.8745388984680176 (1.8651100993156433) | > loss_1: 28.618408203125 (28.085741996765137)  --> STEP: 3 | > loss_disc: 2.3046915531158447 (2.2841692765553794) | > loss_disc_real_0: 0.18267276883125305 (0.18114023407300314) | > loss_disc_real_1: 0.21346157789230347 (0.20281200607617697) | > loss_disc_real_2: 0.22308363020420074 (0.22371112803618112) | > loss_disc_real_3: 0.17771945893764496 (0.19316220780213675) | > loss_disc_real_4: 0.23213352262973785 (0.2099513659874598) | > loss_disc_real_5: 0.23108510673046112 (0.2303703079620997) | > loss_0: 2.3046915531158447 (2.2841692765553794) | > loss_gen: 2.821629524230957 (2.8288627465566) | > loss_kl: 2.0407979488372803 (2.023704171180725) | > loss_feat: 8.489099502563477 (8.111953576405844) | > loss_mel: 13.615767478942871 (13.504998524983725) | > loss_duration: 1.8522720336914062 (1.8608307441075642) | > loss_1: 28.819564819335938 (28.330349604288738)  --> STEP: 4 | > loss_disc: 2.22989559173584 (2.2706008553504944) | > loss_disc_real_0: 0.18647952377796173 (0.18247505649924278) | > loss_disc_real_1: 0.20002393424510956 (0.2021149881184101) | > loss_disc_real_2: 0.20536771416664124 (0.21912527456879616) | > loss_disc_real_3: 0.20810340344905853 (0.1968975067138672) | > loss_disc_real_4: 0.18501585721969604 (0.20371748879551888) | > loss_disc_real_5: 0.24060331284999847 (0.2329285591840744) | > loss_0: 2.22989559173584 (2.2706008553504944) | > loss_gen: 2.860531806945801 (2.8367800116539) | > loss_kl: 2.0207321643829346 (2.0229611694812775) | > loss_feat: 8.648509979248047 (8.246092677116394) | > loss_mel: 14.095865249633789 (13.65271520614624) | > loss_duration: 1.786893367767334 (1.8423464000225067) | > loss_1: 29.41253089904785 (28.600894927978516) --> EVAL PERFORMANCE | > avg_loader_time: 0.32305270433425903 (-0.007184743881225586) | > avg_loss_disc: 2.2706008553504944 (+0.015064895153045654) | > avg_loss_disc_real_0: 0.18247505649924278 (+0.048278044909238815) | > avg_loss_disc_real_1: 0.2021149881184101 (-0.018953826278448105) | > avg_loss_disc_real_2: 0.21912527456879616 (+0.045469556003808975) | > avg_loss_disc_real_3: 0.1968975067138672 (-0.061950892210006714) | > avg_loss_disc_real_4: 0.20371748879551888 (-0.03481428325176239) | > avg_loss_disc_real_5: 0.2329285591840744 (-0.006917782127857208) | > avg_loss_0: 2.2706008553504944 (+0.015064895153045654) | > avg_loss_gen: 2.8367800116539 (-0.028765201568603516) | > avg_loss_kl: 2.0229611694812775 (-0.09251740574836731) | > avg_loss_feat: 8.246092677116394 (-0.26846516132354736) | > avg_loss_mel: 13.65271520614624 (+0.34067583084106445) | > avg_loss_duration: 1.8423464000225067 (-0.018960118293762207) | > avg_loss_1: 28.600894927978516 (-0.06803178787231445)  > EPOCH: 468/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 00:15:30)   --> TIME: 2025-05-12 00:16:05 -- STEP: 37/725 -- GLOBAL_STEP: 385200 | > loss_disc: 2.2979869842529297 (2.240922618556667) | > loss_disc_real_0: 0.13346904516220093 (0.13847922493477124) | > loss_disc_real_1: 0.17164278030395508 (0.19480310501279055) | > loss_disc_real_2: 0.16157959401607513 (0.1925975478984214) | > loss_disc_real_3: 0.20642206072807312 (0.20781266246293043) | > loss_disc_real_4: 0.21709737181663513 (0.19771916640771403) | > loss_disc_real_5: 0.21557827293872833 (0.2097742787084064) | > loss_0: 2.2979869842529297 (2.240922618556667) | > grad_norm_0: tensor(17.3742, device='cuda:0') (tensor(19.8618, device='cuda:0')) | > loss_gen: 2.481454610824585 (2.722398281097412) | > loss_kl: 1.682952880859375 (1.6856228983080066) | > loss_feat: 7.62790584564209 (7.952742602374102) | > loss_mel: 11.269200325012207 (12.644219707798314) | > loss_duration: 1.6549673080444336 (1.6594061754845284) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.716480255126953 (26.664389636065508) | > grad_norm_1: tensor(345.7610, device='cuda:0') (tensor(329.1068, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8642 (0.8638814397760339) | > loader_time: 0.0106 (0.010466221216562632)  --> TIME: 2025-05-12 00:16:49 -- STEP: 87/725 -- GLOBAL_STEP: 385250 | > loss_disc: 2.1974315643310547 (2.218091611204476) | > loss_disc_real_0: 0.10061418265104294 (0.13678386841697251) | > loss_disc_real_1: 0.20731817185878754 (0.19173108349586354) | > loss_disc_real_2: 0.1738942563533783 (0.19180566466402735) | > loss_disc_real_3: 0.19070975482463837 (0.20614557088106528) | > loss_disc_real_4: 0.19816409051418304 (0.19624503248039332) | > loss_disc_real_5: 0.2044937163591385 (0.20872936611888052) | > loss_0: 2.1974315643310547 (2.218091611204476) | > grad_norm_0: tensor(15.3310, device='cuda:0') (tensor(18.5083, device='cuda:0')) | > loss_gen: 2.659783363342285 (2.7404374062329864) | > loss_kl: 1.7337995767593384 (1.7139402669051598) | > loss_feat: 8.493067741394043 (8.11390175764588) | > loss_mel: 13.286589622497559 (12.799855725518588) | > loss_duration: 1.6414527893066406 (1.6614642842062588) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.814693450927734 (27.02959948572619) | > grad_norm_1: tensor(204.3295, device='cuda:0') (tensor(320.8058, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8369 (0.8706831603214659) | > loader_time: 0.01 (0.01027689034911408)  --> TIME: 2025-05-12 00:17:33 -- STEP: 137/725 -- GLOBAL_STEP: 385300 | > loss_disc: 2.019615650177002 (2.2064172090405094) | > loss_disc_real_0: 0.1412825882434845 (0.13723096044829286) | > loss_disc_real_1: 0.16209852695465088 (0.19088143958662548) | > loss_disc_real_2: 0.15788483619689941 (0.18911711893377514) | > loss_disc_real_3: 0.18956498801708221 (0.20506330769862569) | > loss_disc_real_4: 0.17876161634922028 (0.19592191844526) | > loss_disc_real_5: 0.16187720000743866 (0.2073778150072933) | > loss_0: 2.019615650177002 (2.2064172090405094) | > grad_norm_0: tensor(34.9849, device='cuda:0') (tensor(19.8966, device='cuda:0')) | > loss_gen: 2.853940963745117 (2.7576786775658593) | > loss_kl: 1.6323758363723755 (1.71577063790203) | > loss_feat: 10.597475051879883 (8.269490534371704) | > loss_mel: 14.452062606811523 (12.870881324266865) | > loss_duration: 1.6361083984375 (1.6619684060994726) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.17196273803711 (27.275789650687337) | > grad_norm_1: tensor(637.0658, device='cuda:0') (tensor(348.7022, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8255 (0.8671419672722364) | > loader_time: 0.0095 (0.010261352914963327)  --> TIME: 2025-05-12 00:18:17 -- STEP: 187/725 -- GLOBAL_STEP: 385350 | > loss_disc: 2.2830650806427 (2.2035891926862345) | > loss_disc_real_0: 0.14382973313331604 (0.13708244941451336) | > loss_disc_real_1: 0.20333856344223022 (0.19060343511920566) | > loss_disc_real_2: 0.19725139439105988 (0.18849728101077556) | > loss_disc_real_3: 0.17033813893795013 (0.20500220430088545) | > loss_disc_real_4: 0.19339235126972198 (0.19564339319333673) | > loss_disc_real_5: 0.1972014158964157 (0.2062321681389834) | > loss_0: 2.2830650806427 (2.2035891926862345) | > grad_norm_0: tensor(18.5584, device='cuda:0') (tensor(20.4926, device='cuda:0')) | > loss_gen: 2.608297824859619 (2.766545096820687) | > loss_kl: 1.6849972009658813 (1.710194335901801) | > loss_feat: 7.601436138153076 (8.301963546059342) | > loss_mel: 12.528665542602539 (12.889582725769696) | > loss_duration: 1.6880015134811401 (1.663424753887768) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.11139678955078 (27.3317104992382) | > grad_norm_1: tensor(214.2823, device='cuda:0') (tensor(352.3120, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8722 (0.8660096981946159) | > loader_time: 0.0105 (0.010252154447178153)  --> TIME: 2025-05-12 00:19:01 -- STEP: 237/725 -- GLOBAL_STEP: 385400 | > loss_disc: 2.0809879302978516 (2.2009768511172583) | > loss_disc_real_0: 0.09628432244062424 (0.1367690373007759) | > loss_disc_real_1: 0.20208516716957092 (0.19018518082200225) | > loss_disc_real_2: 0.1853523850440979 (0.18846032048579503) | > loss_disc_real_3: 0.18831029534339905 (0.20496978877968924) | > loss_disc_real_4: 0.2075297236442566 (0.19560420469141207) | > loss_disc_real_5: 0.24113067984580994 (0.2063527505231809) | > loss_0: 2.0809879302978516 (2.2009768511172583) | > grad_norm_0: tensor(13.9037, device='cuda:0') (tensor(19.7441, device='cuda:0')) | > loss_gen: 3.1247620582580566 (2.769346292511822) | > loss_kl: 1.8484504222869873 (1.7148499428471433) | > loss_feat: 9.1170072555542 (8.34153644344474) | > loss_mel: 14.085982322692871 (12.936672005472303) | > loss_duration: 1.6368637084960938 (1.6642049661668543) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.813066482543945 (27.426609691185284) | > grad_norm_1: tensor(285.0400, device='cuda:0') (tensor(331.1172, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8489 (0.8659161485197172) | > loader_time: 0.0092 (0.010252269511484396)  --> TIME: 2025-05-12 00:19:45 -- STEP: 287/725 -- GLOBAL_STEP: 385450 | > loss_disc: 2.1565725803375244 (2.2024846812158514) | > loss_disc_real_0: 0.11774209886789322 (0.13699808797250643) | > loss_disc_real_1: 0.1705733686685562 (0.19011978867369658) | > loss_disc_real_2: 0.2194788008928299 (0.18851891372885016) | > loss_disc_real_3: 0.20544585585594177 (0.20521994552961206) | > loss_disc_real_4: 0.19831927120685577 (0.19543667236271633) | > loss_disc_real_5: 0.23486271500587463 (0.2070047183526933) | > loss_0: 2.1565725803375244 (2.2024846812158514) | > grad_norm_0: tensor(26.6394, device='cuda:0') (tensor(19.9563, device='cuda:0')) | > loss_gen: 2.876580238342285 (2.763342706999296) | > loss_kl: 1.5282829999923706 (1.7190586772945289) | > loss_feat: 9.10633659362793 (8.31341473649187) | > loss_mel: 14.144128799438477 (12.920755223530096) | > loss_duration: 1.6813771724700928 (1.664399545367171) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.33670425415039 (27.380970944926293) | > grad_norm_1: tensor(549.6223, device='cuda:0') (tensor(332.5419, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.833 (0.8640678576891431) | > loader_time: 0.01 (0.010263575078718336)  --> TIME: 2025-05-12 00:20:29 -- STEP: 337/725 -- GLOBAL_STEP: 385500 | > loss_disc: 2.171924591064453 (2.202140947124017) | > loss_disc_real_0: 0.13562597334384918 (0.13676685791252624) | > loss_disc_real_1: 0.18533064424991608 (0.19005907864174423) | > loss_disc_real_2: 0.16124354302883148 (0.18852014043741477) | > loss_disc_real_3: 0.22068628668785095 (0.2048075215045352) | > loss_disc_real_4: 0.23994477093219757 (0.1954231333838726) | > loss_disc_real_5: 0.16924704611301422 (0.2076137779551373) | > loss_0: 2.171924591064453 (2.202140947124017) | > grad_norm_0: tensor(35.3652, device='cuda:0') (tensor(19.8899, device='cuda:0')) | > loss_gen: 2.7663958072662354 (2.759944779229094) | > loss_kl: 1.8619800806045532 (1.7198690519134796) | > loss_feat: 9.157437324523926 (8.285605378249977) | > loss_mel: 13.429635047912598 (12.889884900622272) | > loss_duration: 1.6411383152008057 (1.6643411957545522) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.856586456298828 (27.319645341143044) | > grad_norm_1: tensor(419.6035, device='cuda:0') (tensor(331.0077, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.9031 (0.8642855907406227) | > loader_time: 0.0101 (0.010290846980290168)  --> TIME: 2025-05-12 00:21:13 -- STEP: 387/725 -- GLOBAL_STEP: 385550 | > loss_disc: 2.2805655002593994 (2.201013365149189) | > loss_disc_real_0: 0.16921399533748627 (0.13741372768269014) | > loss_disc_real_1: 0.18832163512706757 (0.18992360390587978) | > loss_disc_real_2: 0.19884681701660156 (0.1882461357178306) | > loss_disc_real_3: 0.21653269231319427 (0.20465295278594786) | > loss_disc_real_4: 0.18097756803035736 (0.1948767357556395) | > loss_disc_real_5: 0.20579305291175842 (0.20782393817753755) | > loss_0: 2.2805655002593994 (2.201013365149189) | > grad_norm_0: tensor(23.2905, device='cuda:0') (tensor(20.1682, device='cuda:0')) | > loss_gen: 2.73642635345459 (2.7610037530115425) | > loss_kl: 1.6448380947113037 (1.7201197868169744) | > loss_feat: 7.353910446166992 (8.282616480992434) | > loss_mel: 12.192361831665039 (12.878691301173328) | > loss_duration: 1.74500572681427 (1.6643308462714657) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.672542572021484 (27.30676217288625) | > grad_norm_1: tensor(352.1963, device='cuda:0') (tensor(331.4066, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8798 (0.8642144862379523) | > loader_time: 0.0102 (0.0102872059942832)  --> TIME: 2025-05-12 00:21:57 -- STEP: 437/725 -- GLOBAL_STEP: 385600 | > loss_disc: 2.0790252685546875 (2.2024198399528485) | > loss_disc_real_0: 0.10039399564266205 (0.13699746418326597) | > loss_disc_real_1: 0.1876513510942459 (0.1900561764938607) | > loss_disc_real_2: 0.18453630805015564 (0.18872815544463403) | > loss_disc_real_3: 0.2162015438079834 (0.2049444082195208) | > loss_disc_real_4: 0.1818380504846573 (0.19490690921482287) | > loss_disc_real_5: 0.2460203766822815 (0.2080833763907103) | > loss_0: 2.0790252685546875 (2.2024198399528485) | > grad_norm_0: tensor(24.9853, device='cuda:0') (tensor(20.1561, device='cuda:0')) | > loss_gen: 2.9425554275512695 (2.7605608147941973) | > loss_kl: 1.6499683856964111 (1.7150461436409157) | > loss_feat: 9.575429916381836 (8.277021979849174) | > loss_mel: 14.899556159973145 (12.855974769155823) | > loss_duration: 1.6342394351959229 (1.6639581471340608) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.70174789428711 (27.27256188730898) | > grad_norm_1: tensor(494.5970, device='cuda:0') (tensor(332.7785, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.904 (0.8648643269964432) | > loader_time: 0.0118 (0.01028483683239132)  --> TIME: 2025-05-12 00:22:40 -- STEP: 487/725 -- GLOBAL_STEP: 385650 | > loss_disc: 2.246676445007324 (2.1999889509389043) | > loss_disc_real_0: 0.09511663764715195 (0.13685145304065943) | > loss_disc_real_1: 0.1799536943435669 (0.1897728150018186) | > loss_disc_real_2: 0.2098977267742157 (0.18877117133850435) | > loss_disc_real_3: 0.1993298977613449 (0.20495958283574187) | > loss_disc_real_4: 0.2023414671421051 (0.19467265649987442) | > loss_disc_real_5: 0.18327458202838898 (0.20732819149748746) | > loss_0: 2.246676445007324 (2.1999889509389043) | > grad_norm_0: tensor(16.4764, device='cuda:0') (tensor(20.6372, device='cuda:0')) | > loss_gen: 2.7119216918945312 (2.7655375904615913) | > loss_kl: 1.6781038045883179 (1.7091681766314186) | > loss_feat: 8.350509643554688 (8.293965477718213) | > loss_mel: 12.759709358215332 (12.87469228239275) | > loss_duration: 1.6475028991699219 (1.6643596109178767) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.147747039794922 (27.307723164803186) | > grad_norm_1: tensor(349.4591, device='cuda:0') (tensor(339.0643, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8179 (0.8640342840668602) | > loader_time: 0.0103 (0.01026509625710991)  --> TIME: 2025-05-12 00:23:24 -- STEP: 537/725 -- GLOBAL_STEP: 385700 | > loss_disc: 2.2794911861419678 (2.2001072514656537) | > loss_disc_real_0: 0.1470465362071991 (0.1366223227961102) | > loss_disc_real_1: 0.20102372765541077 (0.19005358998890912) | > loss_disc_real_2: 0.21180559694766998 (0.18878347161650882) | > loss_disc_real_3: 0.20429901778697968 (0.20498734218670228) | > loss_disc_real_4: 0.18480157852172852 (0.1947649497559617) | > loss_disc_real_5: 0.19972757995128632 (0.2074761476430147) | > loss_0: 2.2794911861419678 (2.2001072514656537) | > grad_norm_0: tensor(16.6792, device='cuda:0') (tensor(20.4309, device='cuda:0')) | > loss_gen: 2.600123882293701 (2.7645408760901953) | > loss_kl: 1.600561261177063 (1.70826832120423) | > loss_feat: 7.3013410568237305 (8.285308536870515) | > loss_mel: 12.210762023925781 (12.852947901081109) | > loss_duration: 1.6851036548614502 (1.6649772623619776) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.397891998291016 (27.276042945336133) | > grad_norm_1: tensor(157.0883, device='cuda:0') (tensor(339.2153, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.855 (0.8631620997601159) | > loader_time: 0.0093 (0.010258305228178288)  --> TIME: 2025-05-12 00:24:08 -- STEP: 587/725 -- GLOBAL_STEP: 385750 | > loss_disc: 2.135990619659424 (2.199802948831498) | > loss_disc_real_0: 0.15989387035369873 (0.1365458937504628) | > loss_disc_real_1: 0.20783096551895142 (0.19007045276831105) | > loss_disc_real_2: 0.18805676698684692 (0.1886034222792523) | > loss_disc_real_3: 0.19964277744293213 (0.20495383545527882) | > loss_disc_real_4: 0.2226867377758026 (0.1947811891466024) | > loss_disc_real_5: 0.20704233646392822 (0.2074610323120016) | > loss_0: 2.135990619659424 (2.199802948831498) | > grad_norm_0: tensor(19.8302, device='cuda:0') (tensor(20.7332, device='cuda:0')) | > loss_gen: 2.9930331707000732 (2.7663814664090123) | > loss_kl: 1.6668503284454346 (1.7097607485480368) | > loss_feat: 9.463547706604004 (8.289703603091388) | > loss_mel: 14.543283462524414 (12.85814593638432) | > loss_duration: 1.6491591930389404 (1.664238990063968) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.315872192382812 (27.288230808264547) | > grad_norm_1: tensor(440.5678, device='cuda:0') (tensor(343.0903, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8584 (0.8626091126891985) | > loader_time: 0.0099 (0.010258218092650331)  --> TIME: 2025-05-12 00:24:51 -- STEP: 637/725 -- GLOBAL_STEP: 385800 | > loss_disc: 2.237070322036743 (2.1982458085055634) | > loss_disc_real_0: 0.13575565814971924 (0.13638997624161853) | > loss_disc_real_1: 0.2165350466966629 (0.18984878273736347) | > loss_disc_real_2: 0.19051124155521393 (0.1885975369104598) | > loss_disc_real_3: 0.22578874230384827 (0.20506130046616183) | > loss_disc_real_4: 0.20177851617336273 (0.1945261756890983) | > loss_disc_real_5: 0.20229370892047882 (0.20735854139694795) | > loss_0: 2.237070322036743 (2.1982458085055634) | > grad_norm_0: tensor(15.5533, device='cuda:0') (tensor(20.4762, device='cuda:0')) | > loss_gen: 2.714378833770752 (2.765681045957414) | > loss_kl: 1.733327865600586 (1.709155907623435) | > loss_feat: 7.627833843231201 (8.285535253198391) | > loss_mel: 11.534680366516113 (12.863892983417122) | > loss_duration: 1.6220617294311523 (1.6638034655123333) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.232284545898438 (27.288068729442543) | > grad_norm_1: tensor(274.2364, device='cuda:0') (tensor(340.0315, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8581 (0.8625844950952934) | > loader_time: 0.0102 (0.01025990526567635)  --> TIME: 2025-05-12 00:25:35 -- STEP: 687/725 -- GLOBAL_STEP: 385850 | > loss_disc: 2.1386585235595703 (2.1973133397761733) | > loss_disc_real_0: 0.11219874769449234 (0.13628913386246355) | > loss_disc_real_1: 0.19966267049312592 (0.18988208227629547) | > loss_disc_real_2: 0.17608635127544403 (0.18849729381100414) | > loss_disc_real_3: 0.19065609574317932 (0.2048221550220313) | > loss_disc_real_4: 0.17888608574867249 (0.19453000582027988) | > loss_disc_real_5: 0.20965129137039185 (0.2074466531193412) | > loss_0: 2.1386585235595703 (2.1973133397761733) | > grad_norm_0: tensor(11.2824, device='cuda:0') (tensor(20.2642, device='cuda:0')) | > loss_gen: 2.6885597705841064 (2.765188301147506) | > loss_kl: 1.6569623947143555 (1.7062817511773702) | > loss_feat: 9.108165740966797 (8.291191368991436) | > loss_mel: 13.176103591918945 (12.872391573032784) | > loss_duration: 1.6533724069595337 (1.6636689125710693) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.28316307067871 (27.298721985351907) | > grad_norm_1: tensor(362.5197, device='cuda:0') (tensor(336.2114, device='cuda:0')) | > current_lr_0: 0.00018863495832462237 | > current_lr_1: 0.00018863495832462237 | > step_time: 0.8569 (0.8619335114175055) | > loader_time: 0.0108 (0.01028130876965917)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.319244146347046 (2.319244146347046) | > loss_disc_real_0: 0.18708258867263794 (0.18708258867263794) | > loss_disc_real_1: 0.15716949105262756 (0.15716949105262756) | > loss_disc_real_2: 0.24895769357681274 (0.24895769357681274) | > loss_disc_real_3: 0.2822951674461365 (0.2822951674461365) | > loss_disc_real_4: 0.23173463344573975 (0.23173463344573975) | > loss_disc_real_5: 0.2373008131980896 (0.2373008131980896) | > loss_0: 2.319244146347046 (2.319244146347046) | > loss_gen: 3.0582079887390137 (3.0582079887390137) | > loss_kl: 1.9980124235153198 (1.9980124235153198) | > loss_feat: 8.059223175048828 (8.059223175048828) | > loss_mel: 13.194731712341309 (13.194731712341309) | > loss_duration: 1.7396595478057861 (1.7396595478057861) | > loss_1: 28.049837112426758 (28.049837112426758)  --> STEP: 1 | > loss_disc: 2.2843847274780273 (2.2843847274780273) | > loss_disc_real_0: 0.19500070810317993 (0.19500070810317993) | > loss_disc_real_1: 0.1518402099609375 (0.1518402099609375) | > loss_disc_real_2: 0.2419521063566208 (0.2419521063566208) | > loss_disc_real_3: 0.2623717784881592 (0.2623717784881592) | > loss_disc_real_4: 0.21081885695457458 (0.21081885695457458) | > loss_disc_real_5: 0.2679576873779297 (0.2679576873779297) | > loss_0: 2.2843847274780273 (2.2843847274780273) | > loss_gen: 3.0970382690429688 (3.0970382690429688) | > loss_kl: 2.0277557373046875 (2.0277557373046875) | > loss_feat: 8.8959379196167 (8.8959379196167) | > loss_mel: 14.323649406433105 (14.323649406433105) | > loss_duration: 1.8676259517669678 (1.8676259517669678) | > loss_1: 30.212007522583008 (30.212007522583008)  --> STEP: 2 | > loss_disc: 2.225417375564575 (2.2549010515213013) | > loss_disc_real_0: 0.16797345876693726 (0.1814870834350586) | > loss_disc_real_1: 0.13906237483024597 (0.14545129239559174) | > loss_disc_real_2: 0.2163895219564438 (0.2291708141565323) | > loss_disc_real_3: 0.25716114044189453 (0.25976645946502686) | > loss_disc_real_4: 0.22047486901283264 (0.2156468629837036) | > loss_disc_real_5: 0.25773176550865173 (0.2628447264432907) | > loss_0: 2.225417375564575 (2.2549010515213013) | > loss_gen: 3.06486439704895 (3.0809513330459595) | > loss_kl: 1.9608074426651 (1.9942815899848938) | > loss_feat: 9.286506652832031 (9.091222286224365) | > loss_mel: 13.91468620300293 (14.119167804718018) | > loss_duration: 1.8663445711135864 (1.866985261440277) | > loss_1: 30.093210220336914 (30.15260887145996)  --> STEP: 3 | > loss_disc: 2.2812507152557373 (2.2636842727661133) | > loss_disc_real_0: 0.2049797773361206 (0.18931798140207926) | > loss_disc_real_1: 0.15238162875175476 (0.14776140451431274) | > loss_disc_real_2: 0.2327250987291336 (0.23035557568073273) | > loss_disc_real_3: 0.2698054611682892 (0.2631127933661143) | > loss_disc_real_4: 0.24160410463809967 (0.2242992768685023) | > loss_disc_real_5: 0.27524474263191223 (0.26697806517283124) | > loss_0: 2.2812507152557373 (2.2636842727661133) | > loss_gen: 3.1992971897125244 (3.1203999519348145) | > loss_kl: 1.929936170578003 (1.9728331168492634) | > loss_feat: 8.581764221191406 (8.921402931213379) | > loss_mel: 14.542426109313965 (14.26025390625) | > loss_duration: 1.8620836734771729 (1.865351398785909) | > loss_1: 30.115507125854492 (30.140241622924805)  --> STEP: 4 | > loss_disc: 2.2757511138916016 (2.2667009830474854) | > loss_disc_real_0: 0.18040381371974945 (0.1870894394814968) | > loss_disc_real_1: 0.16508139669895172 (0.1520914025604725) | > loss_disc_real_2: 0.22333931922912598 (0.22860151156783104) | > loss_disc_real_3: 0.24263396859169006 (0.25799308717250824) | > loss_disc_real_4: 0.2236519455909729 (0.22413744404911995) | > loss_disc_real_5: 0.26584458351135254 (0.26669469475746155) | > loss_0: 2.2757511138916016 (2.2667009830474854) | > loss_gen: 3.0362181663513184 (3.0993545055389404) | > loss_kl: 2.298243522644043 (2.0541857182979584) | > loss_feat: 8.058850288391113 (8.705764770507812) | > loss_mel: 13.862046241760254 (14.160701990127563) | > loss_duration: 1.78602135181427 (1.8455188870429993) | > loss_1: 29.041379928588867 (29.86552619934082) --> EVAL PERFORMANCE | > avg_loader_time: 0.32989996671676636 (+0.006847262382507324) | > avg_loss_disc: 2.2667009830474854 (-0.003899872303009033) | > avg_loss_disc_real_0: 0.1870894394814968 (+0.004614382982254028) | > avg_loss_disc_real_1: 0.1520914025604725 (-0.05002358555793762) | > avg_loss_disc_real_2: 0.22860151156783104 (+0.009476236999034882) | > avg_loss_disc_real_3: 0.25799308717250824 (+0.06109558045864105) | > avg_loss_disc_real_4: 0.22413744404911995 (+0.020419955253601074) | > avg_loss_disc_real_5: 0.26669469475746155 (+0.033766135573387146) | > avg_loss_0: 2.2667009830474854 (-0.003899872303009033) | > avg_loss_gen: 3.0993545055389404 (+0.2625744938850403) | > avg_loss_kl: 2.0541857182979584 (+0.031224548816680908) | > avg_loss_feat: 8.705764770507812 (+0.45967209339141846) | > avg_loss_mel: 14.160701990127563 (+0.5079867839813232) | > avg_loss_duration: 1.8455188870429993 (+0.0031724870204925537) | > avg_loss_1: 29.86552619934082 (+1.2646312713623047)  > EPOCH: 469/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 00:26:15)   --> TIME: 2025-05-12 00:26:27 -- STEP: 12/725 -- GLOBAL_STEP: 385900 | > loss_disc: 2.126770257949829 (2.2232713301976523) | > loss_disc_real_0: 0.12509922683238983 (0.13109668778876463) | > loss_disc_real_1: 0.20044052600860596 (0.19609681516885757) | > loss_disc_real_2: 0.18753458559513092 (0.19113767271240553) | > loss_disc_real_3: 0.18910738825798035 (0.2094035049279531) | > loss_disc_real_4: 0.1649223119020462 (0.19216949616869292) | > loss_disc_real_5: 0.20322377979755402 (0.21227756515145302) | > loss_0: 2.126770257949829 (2.2232713301976523) | > grad_norm_0: tensor(17.3168, device='cuda:0') (tensor(18.2465, device='cuda:0')) | > loss_gen: 2.851640462875366 (2.7454557617505393) | > loss_kl: 1.8443989753723145 (1.7700156768163045) | > loss_feat: 8.743024826049805 (8.046459237734476) | > loss_mel: 14.121898651123047 (12.836119890213013) | > loss_duration: 1.6800832748413086 (1.6612086395422618) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.241046905517578 (27.059258937835693) | > grad_norm_1: tensor(442.3918, device='cuda:0') (tensor(341.5432, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8621 (0.8475978970527649) | > loader_time: 0.0089 (0.010717650254567465)  --> TIME: 2025-05-12 00:27:11 -- STEP: 62/725 -- GLOBAL_STEP: 385950 | > loss_disc: 2.188072681427002 (2.202908469784644) | > loss_disc_real_0: 0.1523583084344864 (0.13556646976259454) | > loss_disc_real_1: 0.21869075298309326 (0.19090583776274034) | > loss_disc_real_2: 0.20057237148284912 (0.1892210918088113) | > loss_disc_real_3: 0.19259557127952576 (0.20491657766603655) | > loss_disc_real_4: 0.20773832499980927 (0.19407082156788918) | > loss_disc_real_5: 0.1789417266845703 (0.2100991121222896) | > loss_0: 2.188072681427002 (2.202908469784644) | > grad_norm_0: tensor(23.0144, device='cuda:0') (tensor(19.8488, device='cuda:0')) | > loss_gen: 2.8212859630584717 (2.7642048520426594) | > loss_kl: 1.754815697669983 (1.7603831848790568) | > loss_feat: 8.673917770385742 (8.279903173446655) | > loss_mel: 13.303743362426758 (12.934762201001567) | > loss_duration: 1.697157382965088 (1.6597002494719721) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.250919342041016 (27.398953745442054) | > grad_norm_1: tensor(383.0337, device='cuda:0') (tensor(347.8886, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8591 (0.8596371681459488) | > loader_time: 0.0099 (0.010220600712683891)  --> TIME: 2025-05-12 00:27:55 -- STEP: 112/725 -- GLOBAL_STEP: 386000 | > loss_disc: 2.1858434677124023 (2.199372744985989) | > loss_disc_real_0: 0.08886098116636276 (0.13504733837076596) | > loss_disc_real_1: 0.18770694732666016 (0.19067293645015784) | > loss_disc_real_2: 0.209778293967247 (0.18927841221115418) | > loss_disc_real_3: 0.20578119158744812 (0.20498338195362262) | > loss_disc_real_4: 0.17639344930648804 (0.19416822187070334) | > loss_disc_real_5: 0.21919092535972595 (0.20898094400763512) | > loss_0: 2.1858434677124023 (2.199372744985989) | > grad_norm_0: tensor(15.7841, device='cuda:0') (tensor(20.9015, device='cuda:0')) | > loss_gen: 2.879770040512085 (2.772509698356901) | > loss_kl: 1.6366417407989502 (1.7516744030373437) | > loss_feat: 8.193180084228516 (8.29855823942594) | > loss_mel: 12.715169906616211 (12.90155119555337) | > loss_duration: 1.6595888137817383 (1.6634971531374112) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.0843505859375 (27.387790816170828) | > grad_norm_1: tensor(531.2718, device='cuda:0') (tensor(347.3822, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8479 (0.860924218382154) | > loader_time: 0.0102 (0.010247958557946342) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_386000.pth  --> TIME: 2025-05-12 00:28:42 -- STEP: 162/725 -- GLOBAL_STEP: 386050 | > loss_disc: 2.205493211746216 (2.198919302151527) | > loss_disc_real_0: 0.14520737528800964 (0.13667309509567274) | > loss_disc_real_1: 0.15946097671985626 (0.19050207559341267) | > loss_disc_real_2: 0.19138216972351074 (0.1894231339295705) | > loss_disc_real_3: 0.17400363087654114 (0.20450620003688483) | > loss_disc_real_4: 0.22474083304405212 (0.19376493953628302) | > loss_disc_real_5: 0.22620710730552673 (0.2079972518079075) | > loss_0: 2.205493211746216 (2.198919302151527) | > grad_norm_0: tensor(21.9315, device='cuda:0') (tensor(21.0946, device='cuda:0')) | > loss_gen: 2.878096342086792 (2.779060977476615) | > loss_kl: 1.8361719846725464 (1.7388623680597477) | > loss_feat: 9.441963195800781 (8.304688571411894) | > loss_mel: 14.428238868713379 (12.902196784078338) | > loss_duration: 1.6156654357910156 (1.6625514597068596) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.200136184692383 (27.38736026669726) | > grad_norm_1: tensor(483.9619, device='cuda:0') (tensor(346.2353, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8568 (0.8615673574400536) | > loader_time: 0.0099 (0.010197537916677967)  --> TIME: 2025-05-12 00:29:25 -- STEP: 212/725 -- GLOBAL_STEP: 386100 | > loss_disc: 2.231092929840088 (2.2017776167617664) | > loss_disc_real_0: 0.16151338815689087 (0.13619606302313092) | > loss_disc_real_1: 0.19503632187843323 (0.1909126382110254) | > loss_disc_real_2: 0.19485655426979065 (0.18946343484633368) | > loss_disc_real_3: 0.2215557098388672 (0.20520000180826997) | > loss_disc_real_4: 0.2391912341117859 (0.1945252669447998) | > loss_disc_real_5: 0.21972936391830444 (0.20841396986594743) | > loss_0: 2.231092929840088 (2.2017776167617664) | > grad_norm_0: tensor(15.4197, device='cuda:0') (tensor(20.7677, device='cuda:0')) | > loss_gen: 2.716287851333618 (2.7675172506638286) | > loss_kl: 1.6898736953735352 (1.7274854458727933) | > loss_feat: 8.06645679473877 (8.260515471674376) | > loss_mel: 12.011371612548828 (12.851756905609706) | > loss_duration: 1.6683504581451416 (1.6628472242715222) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.152339935302734 (27.270122438106895) | > grad_norm_1: tensor(377.5007, device='cuda:0') (tensor(345.3000, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8588 (0.8619368537416998) | > loader_time: 0.0101 (0.010190897392776777)  --> TIME: 2025-05-12 00:30:09 -- STEP: 262/725 -- GLOBAL_STEP: 386150 | > loss_disc: 2.23395037651062 (2.2019430917637948) | > loss_disc_real_0: 0.16861282289028168 (0.1364743738285913) | > loss_disc_real_1: 0.21038521826267242 (0.1904023273755576) | > loss_disc_real_2: 0.19651971757411957 (0.18933918742278144) | > loss_disc_real_3: 0.22428031265735626 (0.2052264574147363) | > loss_disc_real_4: 0.19768138229846954 (0.1948394296505979) | > loss_disc_real_5: 0.24359755218029022 (0.20829557781001087) | > loss_0: 2.23395037651062 (2.2019430917637948) | > grad_norm_0: tensor(33.6422, device='cuda:0') (tensor(20.6280, device='cuda:0')) | > loss_gen: 2.71572208404541 (2.7688628881032225) | > loss_kl: 1.617192029953003 (1.7199222008690584) | > loss_feat: 6.878371238708496 (8.267707853826863) | > loss_mel: 11.473410606384277 (12.878510933795958) | > loss_duration: 1.6748254299163818 (1.6641392853423838) | > amp_scaler: 512.0 (271.6335877862595) | > loss_1: 24.359521865844727 (27.29914330344164) | > grad_norm_1: tensor(412.4281, device='cuda:0') (tensor(343.0870, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.9042 (0.8620024100514768) | > loader_time: 0.0099 (0.010147367724935517)  --> TIME: 2025-05-12 00:30:54 -- STEP: 312/725 -- GLOBAL_STEP: 386200 | > loss_disc: 2.2472879886627197 (2.2046594650317473) | > loss_disc_real_0: 0.15330345928668976 (0.13678559725387734) | > loss_disc_real_1: 0.20269784331321716 (0.19052764505912104) | > loss_disc_real_2: 0.21683725714683533 (0.18962851935663272) | > loss_disc_real_3: 0.1923099309206009 (0.20518134042429628) | > loss_disc_real_4: 0.1834094077348709 (0.19481186649929252) | > loss_disc_real_5: 0.2358275055885315 (0.2084306378204088) | > loss_0: 2.2472879886627197 (2.2046594650317473) | > grad_norm_0: tensor(21.7224, device='cuda:0') (tensor(20.2608, device='cuda:0')) | > loss_gen: 2.6590170860290527 (2.7631945166832352) | > loss_kl: 1.7905596494674683 (1.713013036510884) | > loss_feat: 7.527050971984863 (8.238171964119646) | > loss_mel: 12.297893524169922 (12.847963195580707) | > loss_duration: 1.662170648574829 (1.6631855571117156) | > amp_scaler: 512.0 (310.15384615384613) | > loss_1: 25.93669319152832 (27.225528417489457) | > grad_norm_1: tensor(231.3533, device='cuda:0') (tensor(339.5647, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8488 (0.8646050179616003) | > loader_time: 0.011 (0.01016980562454615)  --> TIME: 2025-05-12 00:31:38 -- STEP: 362/725 -- GLOBAL_STEP: 386250 | > loss_disc: 2.207395076751709 (2.20345561807327) | > loss_disc_real_0: 0.1214398443698883 (0.1366728659904463) | > loss_disc_real_1: 0.22316189110279083 (0.1906734287162513) | > loss_disc_real_2: 0.20509351789951324 (0.18950058289325025) | > loss_disc_real_3: 0.18813692033290863 (0.2045561882425409) | > loss_disc_real_4: 0.19356262683868408 (0.1946304775980296) | > loss_disc_real_5: 0.19818826019763947 (0.2085891044518565) | > loss_0: 2.207395076751709 (2.20345561807327) | > grad_norm_0: tensor(32.8986, device='cuda:0') (tensor(19.8794, device='cuda:0')) | > loss_gen: 2.8603363037109375 (2.761522092213287) | > loss_kl: 1.6285183429718018 (1.7094988095167598) | > loss_feat: 8.310757637023926 (8.239463408348978) | > loss_mel: 13.299883842468262 (12.847981729560141) | > loss_duration: 1.6029335260391235 (1.6623556982746441) | > amp_scaler: 512.0 (338.0331491712706) | > loss_1: 27.702428817749023 (27.220821844280085) | > grad_norm_1: tensor(252.0498, device='cuda:0') (tensor(328.8840, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8693 (0.8644602878317652) | > loader_time: 0.0099 (0.010150500424000446)  --> TIME: 2025-05-12 00:32:22 -- STEP: 412/725 -- GLOBAL_STEP: 386300 | > loss_disc: 2.199655055999756 (2.202989136131067) | > loss_disc_real_0: 0.17945760488510132 (0.13673581868337767) | > loss_disc_real_1: 0.19882459938526154 (0.19062629819495014) | > loss_disc_real_2: 0.20593701303005219 (0.18960358987300127) | > loss_disc_real_3: 0.2288152277469635 (0.20457195295292205) | > loss_disc_real_4: 0.18436266481876373 (0.19459410481950612) | > loss_disc_real_5: 0.20046409964561462 (0.20843527827737393) | > loss_0: 2.199655055999756 (2.202989136131067) | > grad_norm_0: tensor(26.7710, device='cuda:0') (tensor(19.8443, device='cuda:0')) | > loss_gen: 2.6942756175994873 (2.762287483053299) | > loss_kl: 1.7123374938964844 (1.7111671821584984) | > loss_feat: 7.452497959136963 (8.234424246167688) | > loss_mel: 12.230670928955078 (12.827797729992177) | > loss_duration: 1.6692696809768677 (1.662846709339364) | > amp_scaler: 512.0 (359.1456310679611) | > loss_1: 25.759050369262695 (27.198523424204105) | > grad_norm_1: tensor(416.4430, device='cuda:0') (tensor(330.1928, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8705 (0.8646435332529756) | > loader_time: 0.0106 (0.010152654740416892)  --> TIME: 2025-05-12 00:33:05 -- STEP: 462/725 -- GLOBAL_STEP: 386350 | > loss_disc: 2.179117202758789 (2.2032259000844285) | > loss_disc_real_0: 0.12057510018348694 (0.1365147059001189) | > loss_disc_real_1: 0.1965927630662918 (0.1905397698928268) | > loss_disc_real_2: 0.2504701018333435 (0.18957025967377075) | > loss_disc_real_3: 0.1994108110666275 (0.20458635071784392) | > loss_disc_real_4: 0.19507820904254913 (0.19455251494398365) | > loss_disc_real_5: 0.1808624565601349 (0.2086816847775921) | > loss_0: 2.179117202758789 (2.2032259000844285) | > grad_norm_0: tensor(10.4712, device='cuda:0') (tensor(19.9343, device='cuda:0')) | > loss_gen: 2.77453351020813 (2.7642211697318326) | > loss_kl: 1.606958270072937 (1.7088279669935058) | > loss_feat: 8.218381881713867 (8.258085350969667) | > loss_mel: 13.537354469299316 (12.83933426910665) | > loss_duration: 1.6839478015899658 (1.6626914319021877) | > amp_scaler: 512.0 (375.6883116883116) | > loss_1: 27.821176528930664 (27.233160266628506) | > grad_norm_1: tensor(268.9883, device='cuda:0') (tensor(331.0613, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8004 (0.8636381548720523) | > loader_time: 0.0102 (0.010135863766525735)  --> TIME: 2025-05-12 00:33:49 -- STEP: 512/725 -- GLOBAL_STEP: 386400 | > loss_disc: 2.078531503677368 (2.2018878282979166) | > loss_disc_real_0: 0.10585516691207886 (0.1361700459383427) | > loss_disc_real_1: 0.16867895424365997 (0.19041226047556853) | > loss_disc_real_2: 0.16118741035461426 (0.18932530767051492) | > loss_disc_real_3: 0.21950490772724152 (0.20459831331390893) | > loss_disc_real_4: 0.17011907696723938 (0.1944898467627354) | > loss_disc_real_5: 0.20078504085540771 (0.20867521333275357) | > loss_0: 2.078531503677368 (2.2018878282979166) | > grad_norm_0: tensor(14.7556, device='cuda:0') (tensor(20.0594, device='cuda:0')) | > loss_gen: 3.0271129608154297 (2.7650093720294526) | > loss_kl: 1.7086832523345947 (1.7091993589419876) | > loss_feat: 9.430566787719727 (8.260590657591827) | > loss_mel: 14.194157600402832 (12.846000105142597) | > loss_duration: 1.6081054210662842 (1.6634902216028422) | > amp_scaler: 512.0 (388.99999999999994) | > loss_1: 29.968626022338867 (27.244289785623543) | > grad_norm_1: tensor(407.4634, device='cuda:0') (tensor(332.3679, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.861 (0.8633996937423947) | > loader_time: 0.0099 (0.010114202275872234)  --> TIME: 2025-05-12 00:34:33 -- STEP: 562/725 -- GLOBAL_STEP: 386450 | > loss_disc: 2.1732325553894043 (2.2024761820178895) | > loss_disc_real_0: 0.11971528828144073 (0.13633390449756394) | > loss_disc_real_1: 0.18384477496147156 (0.19037766980000667) | > loss_disc_real_2: 0.18708203732967377 (0.18922505013353022) | > loss_disc_real_3: 0.1763569861650467 (0.20482433722536766) | > loss_disc_real_4: 0.21195468306541443 (0.19462311082251132) | > loss_disc_real_5: 0.21747387945652008 (0.20865835543735173) | > loss_0: 2.1732325553894043 (2.2024761820178895) | > grad_norm_0: tensor(16.5160, device='cuda:0') (tensor(20.4962, device='cuda:0')) | > loss_gen: 2.7277019023895264 (2.765119598005165) | > loss_kl: 1.7256931066513062 (1.7140977355084814) | > loss_feat: 8.514235496520996 (8.258759871920658) | > loss_mel: 12.301215171813965 (12.851322615273913) | > loss_duration: 1.6458700895309448 (1.6635620140096046) | > amp_scaler: 512.0 (399.9430604982205) | > loss_1: 26.914714813232422 (27.252861881595486) | > grad_norm_1: tensor(337.6848, device='cuda:0') (tensor(335.8555, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.9111 (0.8633292026791287) | > loader_time: 0.0095 (0.010116075705803165)  --> TIME: 2025-05-12 00:35:17 -- STEP: 612/725 -- GLOBAL_STEP: 386500 | > loss_disc: 2.082740306854248 (2.2007680570378043) | > loss_disc_real_0: 0.12297257035970688 (0.13599965275794842) | > loss_disc_real_1: 0.21108821034431458 (0.19016501882107428) | > loss_disc_real_2: 0.20143423974514008 (0.18907317580058672) | > loss_disc_real_3: 0.1953095644712448 (0.20483159091250577) | > loss_disc_real_4: 0.21630831062793732 (0.19448536035476952) | > loss_disc_real_5: 0.18998681008815765 (0.2086361254157584) | > loss_0: 2.082740306854248 (2.2007680570378043) | > grad_norm_0: tensor(29.0813, device='cuda:0') (tensor(20.4477, device='cuda:0')) | > loss_gen: 2.9977169036865234 (2.766444672946055) | > loss_kl: 1.715954303741455 (1.7154060461941896) | > loss_feat: 9.617420196533203 (8.278575435183416) | > loss_mel: 14.798004150390625 (12.868300603106137) | > loss_duration: 1.6116268634796143 (1.6631847392110262) | > amp_scaler: 512.0 (409.0980392156861) | > loss_1: 30.74072265625 (27.291911536572016) | > grad_norm_1: tensor(525.9869, device='cuda:0') (tensor(336.0922, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8205 (0.8632919515659608) | > loader_time: 0.0089 (0.010100141070247483)  --> TIME: 2025-05-12 00:36:00 -- STEP: 662/725 -- GLOBAL_STEP: 386550 | > loss_disc: 2.29158616065979 (2.1994271642131764) | > loss_disc_real_0: 0.17873026430606842 (0.13602886288187646) | > loss_disc_real_1: 0.19884835183620453 (0.18977971438014613) | > loss_disc_real_2: 0.1864190250635147 (0.18880008161067968) | > loss_disc_real_3: 0.18133512139320374 (0.20497244803566955) | > loss_disc_real_4: 0.2238851636648178 (0.19439407327744176) | > loss_disc_real_5: 0.19897399842739105 (0.20856582641241417) | > loss_0: 2.29158616065979 (2.1994271642131764) | > grad_norm_0: tensor(24.4861, device='cuda:0') (tensor(20.6112, device='cuda:0')) | > loss_gen: 2.6413536071777344 (2.7687585976908924) | > loss_kl: 1.6817121505737305 (1.7170642648578778) | > loss_feat: 8.059759140014648 (8.288208560280943) | > loss_mel: 12.665163040161133 (12.866176929358636) | > loss_duration: 1.6669213771820068 (1.663575990682642) | > amp_scaler: 256.0 (412.6163141993956) | > loss_1: 26.71491050720215 (27.303784373303543) | > grad_norm_1: tensor(210.0584, device='cuda:0') (tensor(338.5213, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8828 (0.8624325090304604) | > loader_time: 0.0099 (0.010078910974577488)  --> TIME: 2025-05-12 00:36:45 -- STEP: 712/725 -- GLOBAL_STEP: 386600 | > loss_disc: 2.364938735961914 (2.199713483285369) | > loss_disc_real_0: 0.16756382584571838 (0.1359076323720177) | > loss_disc_real_1: 0.20724645256996155 (0.18967997071364623) | > loss_disc_real_2: 0.2219703197479248 (0.18893043809894774) | > loss_disc_real_3: 0.2180938720703125 (0.20507425555352424) | > loss_disc_real_4: 0.20222634077072144 (0.19432582272991036) | > loss_disc_real_5: 0.20279420912265778 (0.20870571696523874) | > loss_0: 2.364938735961914 (2.199713483285369) | > grad_norm_0: tensor(22.6574, device='cuda:0') (tensor(20.6246, device='cuda:0')) | > loss_gen: 2.522742509841919 (2.768707574753278) | > loss_kl: 1.5637298822402954 (1.7173934624101346) | > loss_feat: 5.919356346130371 (8.2907096669915) | > loss_mel: 9.838980674743652 (12.874365135525055) | > loss_duration: 1.6556787490844727 (1.6633407754844491) | > amp_scaler: 256.0 (401.61797752808974) | > loss_1: 21.50048828125 (27.31451665953303) | > grad_norm_1: tensor(208.0183, device='cuda:0') (tensor(340.1867, device='cuda:0')) | > current_lr_0: 0.00018861137895483178 | > current_lr_1: 0.00018861137895483178 | > step_time: 0.8295 (0.8638049909907782) | > loader_time: 0.0095 (0.010107706771807735)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.198500871658325 (2.198500871658325) | > loss_disc_real_0: 0.1621071994304657 (0.1621071994304657) | > loss_disc_real_1: 0.13197824358940125 (0.13197824358940125) | > loss_disc_real_2: 0.2086823433637619 (0.2086823433637619) | > loss_disc_real_3: 0.17553336918354034 (0.17553336918354034) | > loss_disc_real_4: 0.27722111344337463 (0.27722111344337463) | > loss_disc_real_5: 0.24598966538906097 (0.24598966538906097) | > loss_0: 2.198500871658325 (2.198500871658325) | > loss_gen: 2.821906566619873 (2.821906566619873) | > loss_kl: 2.2184300422668457 (2.2184300422668457) | > loss_feat: 8.939092636108398 (8.939092636108398) | > loss_mel: 14.096610069274902 (14.096610069274902) | > loss_duration: 1.7481141090393066 (1.7481141090393066) | > loss_1: 29.82415199279785 (29.82415199279785)  --> STEP: 1 | > loss_disc: 2.229159116744995 (2.229159116744995) | > loss_disc_real_0: 0.1489218920469284 (0.1489218920469284) | > loss_disc_real_1: 0.1288156360387802 (0.1288156360387802) | > loss_disc_real_2: 0.21517299115657806 (0.21517299115657806) | > loss_disc_real_3: 0.17672143876552582 (0.17672143876552582) | > loss_disc_real_4: 0.30255916714668274 (0.30255916714668274) | > loss_disc_real_5: 0.26896166801452637 (0.26896166801452637) | > loss_0: 2.229159116744995 (2.229159116744995) | > loss_gen: 2.9320456981658936 (2.9320456981658936) | > loss_kl: 2.0683746337890625 (2.0683746337890625) | > loss_feat: 9.74806022644043 (9.74806022644043) | > loss_mel: 14.96734619140625 (14.96734619140625) | > loss_duration: 1.8702751398086548 (1.8702751398086548) | > loss_1: 31.586101531982422 (31.586101531982422)  --> STEP: 2 | > loss_disc: 2.2837228775024414 (2.2564409971237183) | > loss_disc_real_0: 0.16008003056049347 (0.15450096130371094) | > loss_disc_real_1: 0.14534880220890045 (0.13708221912384033) | > loss_disc_real_2: 0.2070848047733307 (0.21112889796495438) | > loss_disc_real_3: 0.20057858526706696 (0.1886500120162964) | > loss_disc_real_4: 0.27515876293182373 (0.28885896503925323) | > loss_disc_real_5: 0.28330332040786743 (0.2761324942111969) | > loss_0: 2.2837228775024414 (2.2564409971237183) | > loss_gen: 2.7791759967803955 (2.8556108474731445) | > loss_kl: 1.9960137605667114 (2.032194197177887) | > loss_feat: 8.348258972167969 (9.0481595993042) | > loss_mel: 13.47659683227539 (14.22197151184082) | > loss_duration: 1.9018012285232544 (1.8860381841659546) | > loss_1: 28.501848220825195 (30.04397487640381)  --> STEP: 3 | > loss_disc: 2.261514186859131 (2.258132060368856) | > loss_disc_real_0: 0.16362778842449188 (0.1575432370106379) | > loss_disc_real_1: 0.14646045863628387 (0.1402082989613215) | > loss_disc_real_2: 0.21243052184581757 (0.21156277259190878) | > loss_disc_real_3: 0.19003243744373322 (0.18911082049210867) | > loss_disc_real_4: 0.2805115878582001 (0.28607650597890216) | > loss_disc_real_5: 0.2604930102825165 (0.2709193329016368) | > loss_0: 2.261514186859131 (2.258132060368856) | > loss_gen: 2.7683024406433105 (2.826508045196533) | > loss_kl: 2.103888750076294 (2.056092381477356) | > loss_feat: 7.892332077026367 (8.662883758544922) | > loss_mel: 12.997394561767578 (13.81377919514974) | > loss_duration: 1.8692963123321533 (1.8804575602213542) | > loss_1: 27.631214141845703 (29.239721298217773)  --> STEP: 4 | > loss_disc: 2.171025514602661 (2.236355423927307) | > loss_disc_real_0: 0.16390854120254517 (0.15913456305861473) | > loss_disc_real_1: 0.12906040251255035 (0.13742132484912872) | > loss_disc_real_2: 0.19924724102020264 (0.20848388969898224) | > loss_disc_real_3: 0.19444608688354492 (0.19044463708996773) | > loss_disc_real_4: 0.25491613149642944 (0.278286412358284) | > loss_disc_real_5: 0.285573273897171 (0.2745828181505203) | > loss_0: 2.171025514602661 (2.236355423927307) | > loss_gen: 3.098724126815796 (2.894562065601349) | > loss_kl: 2.0088534355163574 (2.0442826449871063) | > loss_feat: 8.574241638183594 (8.64072322845459) | > loss_mel: 13.006670951843262 (13.61200213432312) | > loss_duration: 1.7783323526382446 (1.8549262583255768) | > loss_1: 28.46682357788086 (29.046496868133545) --> EVAL PERFORMANCE | > avg_loader_time: 0.3213128447532654 (-0.008587121963500977) | > avg_loss_disc: 2.236355423927307 (-0.030345559120178223) | > avg_loss_disc_real_0: 0.15913456305861473 (-0.02795487642288208) | > avg_loss_disc_real_1: 0.13742132484912872 (-0.014670077711343765) | > avg_loss_disc_real_2: 0.20848388969898224 (-0.0201176218688488) | > avg_loss_disc_real_3: 0.19044463708996773 (-0.06754845008254051) | > avg_loss_disc_real_4: 0.278286412358284 (+0.05414896830916405) | > avg_loss_disc_real_5: 0.2745828181505203 (+0.007888123393058777) | > avg_loss_0: 2.236355423927307 (-0.030345559120178223) | > avg_loss_gen: 2.894562065601349 (-0.20479243993759155) | > avg_loss_kl: 2.0442826449871063 (-0.00990307331085205) | > avg_loss_feat: 8.64072322845459 (-0.06504154205322266) | > avg_loss_mel: 13.61200213432312 (-0.5486998558044434) | > avg_loss_duration: 1.8549262583255768 (+0.009407371282577515) | > avg_loss_1: 29.046496868133545 (-0.8190293312072754)  > EPOCH: 470/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 00:37:03)   --> TIME: 2025-05-12 00:37:38 -- STEP: 37/725 -- GLOBAL_STEP: 386650 | > loss_disc: 2.1359314918518066 (2.204710322457391) | > loss_disc_real_0: 0.10049501061439514 (0.13225575798266648) | > loss_disc_real_1: 0.17989322543144226 (0.19126664585358388) | > loss_disc_real_2: 0.1751689910888672 (0.18914527707808726) | > loss_disc_real_3: 0.1844397932291031 (0.20389093015645002) | > loss_disc_real_4: 0.17418043315410614 (0.19671426069092107) | > loss_disc_real_5: 0.1904827505350113 (0.20978754597741203) | > loss_0: 2.1359314918518066 (2.204710322457391) | > grad_norm_0: tensor(22.3770, device='cuda:0') (tensor(22.1606, device='cuda:0')) | > loss_gen: 2.866293430328369 (2.7597773203978666) | > loss_kl: 1.8222650289535522 (1.7331406425785374) | > loss_feat: 9.445239067077637 (8.327609680794382) | > loss_mel: 13.550833702087402 (12.937208278759107) | > loss_duration: 1.6521215438842773 (1.6615881952079568) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.336750030517578 (27.419323895428633) | > grad_norm_1: tensor(505.0607, device='cuda:0') (tensor(401.7401, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8723 (0.8653999792562949) | > loader_time: 0.0106 (0.010292710484685125)  --> TIME: 2025-05-12 00:38:22 -- STEP: 87/725 -- GLOBAL_STEP: 386700 | > loss_disc: 2.2480337619781494 (2.1926452565467214) | > loss_disc_real_0: 0.1344490349292755 (0.1324823187856839) | > loss_disc_real_1: 0.2095680832862854 (0.1892458894129457) | > loss_disc_real_2: 0.20487621426582336 (0.18929382473572917) | > loss_disc_real_3: 0.20887894928455353 (0.20592932420215387) | > loss_disc_real_4: 0.2532201111316681 (0.19552995761235556) | > loss_disc_real_5: 0.20467257499694824 (0.20742351347687601) | > loss_0: 2.2480337619781494 (2.1926452565467214) | > grad_norm_0: tensor(11.4064, device='cuda:0') (tensor(22.3989, device='cuda:0')) | > loss_gen: 2.718074321746826 (2.7908444157962133) | > loss_kl: 1.8051022291183472 (1.7447180816496926) | > loss_feat: 7.112846374511719 (8.399902003935011) | > loss_mel: 12.457950592041016 (13.08323935804696) | > loss_duration: 1.6267683506011963 (1.662450891801681) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.72074317932129 (27.681154645722486) | > grad_norm_1: tensor(101.3717, device='cuda:0') (tensor(397.4998, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8536 (0.8720945626839824) | > loader_time: 0.0095 (0.010486589080985941)  --> TIME: 2025-05-12 00:39:06 -- STEP: 137/725 -- GLOBAL_STEP: 386750 | > loss_disc: 2.2729694843292236 (2.1896759837213233) | > loss_disc_real_0: 0.1694432646036148 (0.1334479526772987) | > loss_disc_real_1: 0.186143159866333 (0.18900159023103924) | > loss_disc_real_2: 0.17993755638599396 (0.18804168233471194) | > loss_disc_real_3: 0.24843652546405792 (0.20419179675352833) | > loss_disc_real_4: 0.20407548546791077 (0.19450120899799098) | > loss_disc_real_5: 0.22005127370357513 (0.20756550774957142) | > loss_0: 2.2729694843292236 (2.1896759837213233) | > grad_norm_0: tensor(19.1701, device='cuda:0') (tensor(22.4128, device='cuda:0')) | > loss_gen: 2.721597194671631 (2.7960857753335993) | > loss_kl: 1.8525359630584717 (1.7381372886852626) | > loss_feat: 7.934576034545898 (8.431470160936783) | > loss_mel: 11.959975242614746 (13.064724789918774) | > loss_duration: 1.620192289352417 (1.6620568602624604) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.088876724243164 (27.692474810746464) | > grad_norm_1: tensor(85.3959, device='cuda:0') (tensor(384.5930, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.832 (0.8700627271276321) | > loader_time: 0.01 (0.010367722406874615)  --> TIME: 2025-05-12 00:39:50 -- STEP: 187/725 -- GLOBAL_STEP: 386800 | > loss_disc: 2.2998228073120117 (2.1959285723334334) | > loss_disc_real_0: 0.1323106288909912 (0.1342548988958732) | > loss_disc_real_1: 0.17999660968780518 (0.18999379777653336) | > loss_disc_real_2: 0.18982648849487305 (0.18811522408283968) | > loss_disc_real_3: 0.18652909994125366 (0.2048825802490673) | > loss_disc_real_4: 0.19699348509311676 (0.19511111845625917) | > loss_disc_real_5: 0.24469111859798431 (0.20791204807592586) | > loss_0: 2.2998228073120117 (2.1959285723334334) | > grad_norm_0: tensor(32.3827, device='cuda:0') (tensor(22.6506, device='cuda:0')) | > loss_gen: 2.5389835834503174 (2.7875025999099825) | > loss_kl: 1.6475831270217896 (1.7333993573877262) | > loss_feat: 8.342429161071777 (8.351076126098627) | > loss_mel: 12.382096290588379 (12.955126109607715) | > loss_duration: 1.6825623512268066 (1.6637681454898205) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.59365463256836 (27.490872337218914) | > grad_norm_1: tensor(489.8401, device='cuda:0') (tensor(389.4330, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8559 (0.8682578910480846) | > loader_time: 0.0102 (0.010401723219111645)  --> TIME: 2025-05-12 00:40:35 -- STEP: 237/725 -- GLOBAL_STEP: 386850 | > loss_disc: 2.1330904960632324 (2.1946143490352714) | > loss_disc_real_0: 0.1298511028289795 (0.1349851747793992) | > loss_disc_real_1: 0.1916726976633072 (0.18978482629427934) | > loss_disc_real_2: 0.2066960483789444 (0.18761489901864578) | > loss_disc_real_3: 0.20135259628295898 (0.20439895673140193) | > loss_disc_real_4: 0.18619906902313232 (0.19479435430800365) | > loss_disc_real_5: 0.21923765540122986 (0.20761728538239554) | > loss_0: 2.1330904960632324 (2.1946143490352714) | > grad_norm_0: tensor(26.4648, device='cuda:0') (tensor(21.8859, device='cuda:0')) | > loss_gen: 2.8574726581573486 (2.782451626620716) | > loss_kl: 1.8782938718795776 (1.7241394494656268) | > loss_feat: 9.206489562988281 (8.337547276090465) | > loss_mel: 13.886503219604492 (12.951840002325515) | > loss_duration: 1.637075424194336 (1.6637064485107296) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.465835571289062 (27.459684846773428) | > grad_norm_1: tensor(340.3618, device='cuda:0') (tensor(374.8617, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8388 (0.869608001869942) | > loader_time: 0.0107 (0.010399350637122048)  --> TIME: 2025-05-12 00:41:19 -- STEP: 287/725 -- GLOBAL_STEP: 386900 | > loss_disc: 2.250351905822754 (2.197176938272935) | > loss_disc_real_0: 0.11344771087169647 (0.134979720289076) | > loss_disc_real_1: 0.1787467747926712 (0.18976301930922662) | > loss_disc_real_2: 0.18766789138317108 (0.18816526228957892) | > loss_disc_real_3: 0.19998936355113983 (0.2046674795786263) | > loss_disc_real_4: 0.19079945981502533 (0.19469294045444982) | > loss_disc_real_5: 0.19574500620365143 (0.20822957895358687) | > loss_0: 2.250351905822754 (2.197176938272935) | > grad_norm_0: tensor(24.8718, device='cuda:0') (tensor(21.5380, device='cuda:0')) | > loss_gen: 2.5870742797851562 (2.7737763351679683) | > loss_kl: 1.5670862197875977 (1.7137404235813258) | > loss_feat: 7.630809783935547 (8.290006071017592) | > loss_mel: 11.546852111816406 (12.905094994069804) | > loss_duration: 1.673630714416504 (1.6634187773129665) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.005451202392578 (27.346036605303297) | > grad_norm_1: tensor(473.4561, device='cuda:0') (tensor(371.6904, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8223 (0.8687926485148042) | > loader_time: 0.0095 (0.010383547806158301)  --> TIME: 2025-05-12 00:42:03 -- STEP: 337/725 -- GLOBAL_STEP: 386950 | > loss_disc: 2.2602133750915527 (2.1961733410549455) | > loss_disc_real_0: 0.13655927777290344 (0.13447660185639881) | > loss_disc_real_1: 0.1561981737613678 (0.18986061149075045) | > loss_disc_real_2: 0.16842855513095856 (0.18831258897257847) | > loss_disc_real_3: 0.20879177749156952 (0.20497390123786133) | > loss_disc_real_4: 0.1927645057439804 (0.19429444444285657) | > loss_disc_real_5: 0.2431502789258957 (0.2079825789974422) | > loss_0: 2.2602133750915527 (2.1961733410549455) | > grad_norm_0: tensor(34.6694, device='cuda:0') (tensor(21.9091, device='cuda:0')) | > loss_gen: 2.614790439605713 (2.7801673284977766) | > loss_kl: 1.7328991889953613 (1.7081380141594993) | > loss_feat: 8.367141723632812 (8.301935507211207) | > loss_mel: 12.967989921569824 (12.909789252351931) | > loss_duration: 1.6478965282440186 (1.6624824901716648) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.330717086791992 (27.362512560202035) | > grad_norm_1: tensor(560.4154, device='cuda:0') (tensor(377.4409, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.9113 (0.8686712488576284) | > loader_time: 0.01 (0.0103117032999101)  --> TIME: 2025-05-12 00:42:47 -- STEP: 387/725 -- GLOBAL_STEP: 387000 | > loss_disc: 2.278939723968506 (2.1951590785684503) | > loss_disc_real_0: 0.1628822684288025 (0.13431085280361738) | > loss_disc_real_1: 0.21651174128055573 (0.1898411959409713) | > loss_disc_real_2: 0.18667416274547577 (0.18819194993615462) | > loss_disc_real_3: 0.1717097908258438 (0.20488961287401136) | > loss_disc_real_4: 0.1710449606180191 (0.1940441756131421) | > loss_disc_real_5: 0.2449396252632141 (0.20802666019715696) | > loss_0: 2.278939723968506 (2.1951590785684503) | > grad_norm_0: tensor(26.7413, device='cuda:0') (tensor(22.0003, device='cuda:0')) | > loss_gen: 2.6561076641082764 (2.7820139109934336) | > loss_kl: 1.7083094120025635 (1.7143014669418333) | > loss_feat: 7.367187976837158 (8.313874215118647) | > loss_mel: 12.341254234313965 (12.920749553414273) | > loss_duration: 1.7368407249450684 (1.6624678641326671) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.80970001220703 (27.39340697394477) | > grad_norm_1: tensor(220.2503, device='cuda:0') (tensor(380.3878, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8705 (0.868894946667575) | > loader_time: 0.0097 (0.010299002477364943) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_387000.pth  --> TIME: 2025-05-12 00:43:34 -- STEP: 437/725 -- GLOBAL_STEP: 387050 | > loss_disc: 2.163815498352051 (2.1924584250155514) | > loss_disc_real_0: 0.10860822349786758 (0.13421292449571462) | > loss_disc_real_1: 0.1685643196105957 (0.1896130711658595) | > loss_disc_real_2: 0.1545640230178833 (0.18810294251420134) | > loss_disc_real_3: 0.24397103488445282 (0.20459614513395036) | > loss_disc_real_4: 0.17438074946403503 (0.19364183953615838) | > loss_disc_real_5: 0.22793643176555634 (0.20791716392853168) | > loss_0: 2.163815498352051 (2.1924584250155514) | > grad_norm_0: tensor(31.9129, device='cuda:0') (tensor(21.7208, device='cuda:0')) | > loss_gen: 2.8173394203186035 (2.782913916171007) | > loss_kl: 1.6364291906356812 (1.7126135479667364) | > loss_feat: 8.276948928833008 (8.33277919908956) | > loss_mel: 13.968707084655762 (12.931125595040394) | > loss_duration: 1.6163746118545532 (1.6620871734291796) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.315797805786133 (27.421519390778357) | > grad_norm_1: tensor(436.2420, device='cuda:0') (tensor(377.0448, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.9072 (0.8684242066311345) | > loader_time: 0.0096 (0.010286553227928734)  --> TIME: 2025-05-12 00:44:18 -- STEP: 487/725 -- GLOBAL_STEP: 387100 | > loss_disc: 2.2542738914489746 (2.193000794680945) | > loss_disc_real_0: 0.10625755041837692 (0.13437381391346573) | > loss_disc_real_1: 0.17623426020145416 (0.18963768726379224) | > loss_disc_real_2: 0.17317640781402588 (0.1880025400395756) | > loss_disc_real_3: 0.22647006809711456 (0.20459931082182106) | > loss_disc_real_4: 0.19747191667556763 (0.1939264344973241) | > loss_disc_real_5: 0.20985324680805206 (0.2078199470434835) | > loss_0: 2.2542738914489746 (2.193000794680945) | > grad_norm_0: tensor(15.1148, device='cuda:0') (tensor(21.4770, device='cuda:0')) | > loss_gen: 2.7355170249938965 (2.7813751712227264) | > loss_kl: 1.6426109075546265 (1.714069423244719) | > loss_feat: 7.826322078704834 (8.327572388815433) | > loss_mel: 13.095930099487305 (12.930829418268534) | > loss_duration: 1.6409975290298462 (1.6624250940718448) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.941377639770508 (27.416271436875363) | > grad_norm_1: tensor(330.5837, device='cuda:0') (tensor(373.1649, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8266 (0.8683212097175802) | > loader_time: 0.0095 (0.01024352157874763)  --> TIME: 2025-05-12 00:45:02 -- STEP: 537/725 -- GLOBAL_STEP: 387150 | > loss_disc: 2.2545034885406494 (2.193866482216108) | > loss_disc_real_0: 0.12965773046016693 (0.13440272628262054) | > loss_disc_real_1: 0.22988541424274445 (0.18972187354688977) | > loss_disc_real_2: 0.19410182535648346 (0.18830553543523262) | > loss_disc_real_3: 0.21866150200366974 (0.20453398068412945) | > loss_disc_real_4: 0.218503937125206 (0.19399594669568473) | > loss_disc_real_5: 0.19302068650722504 (0.2080448567312301) | > loss_0: 2.2545034885406494 (2.193866482216108) | > grad_norm_0: tensor(28.8529, device='cuda:0') (tensor(21.5052, device='cuda:0')) | > loss_gen: 2.723788022994995 (2.7813126086300763) | > loss_kl: 1.5745251178741455 (1.7159521710717254) | > loss_feat: 8.49056625366211 (8.32600083431052) | > loss_mel: 12.897920608520508 (12.93829006500528) | > loss_duration: 1.6661171913146973 (1.6628346463155483) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.352916717529297 (27.424390249412152) | > grad_norm_1: tensor(555.3584, device='cuda:0') (tensor(373.2669, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8713 (0.8675669318470876) | > loader_time: 0.0098 (0.010227665110895305)  --> TIME: 2025-05-12 00:45:46 -- STEP: 587/725 -- GLOBAL_STEP: 387200 | > loss_disc: 2.3023717403411865 (2.1941888862411645) | > loss_disc_real_0: 0.17146186530590057 (0.13461190887315913) | > loss_disc_real_1: 0.19779027998447418 (0.18972748231136408) | > loss_disc_real_2: 0.20440742373466492 (0.1881034652967469) | > loss_disc_real_3: 0.22777679562568665 (0.20471036807337242) | > loss_disc_real_4: 0.18737128376960754 (0.19401706374382036) | > loss_disc_real_5: 0.22248098254203796 (0.20823549538901553) | > loss_0: 2.3023717403411865 (2.1941888862411645) | > grad_norm_0: tensor(28.2870, device='cuda:0') (tensor(21.6928, device='cuda:0')) | > loss_gen: 2.4850711822509766 (2.78097987174988) | > loss_kl: 1.7220412492752075 (1.7175063646225546) | > loss_feat: 7.127144813537598 (8.328631194730423) | > loss_mel: 11.528860092163086 (12.945605502217955) | > loss_duration: 1.639508843421936 (1.662443059672692) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.502626419067383 (27.43516591541609) | > grad_norm_1: tensor(438.2583, device='cuda:0') (tensor(372.8673, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8702 (0.8672199700110204) | > loader_time: 0.0098 (0.010198085027821425)  --> TIME: 2025-05-12 00:46:30 -- STEP: 637/725 -- GLOBAL_STEP: 387250 | > loss_disc: 2.3021552562713623 (2.1948322110123692) | > loss_disc_real_0: 0.12000276893377304 (0.13458311572975043) | > loss_disc_real_1: 0.19558200240135193 (0.18983823655164414) | > loss_disc_real_2: 0.18677502870559692 (0.18817796964005354) | > loss_disc_real_3: 0.23961597681045532 (0.20486800931686508) | > loss_disc_real_4: 0.22386127710342407 (0.19405366307244395) | > loss_disc_real_5: 0.2299879789352417 (0.20810139469299432) | > loss_0: 2.3021552562713623 (2.1948322110123692) | > grad_norm_0: tensor(13.6990, device='cuda:0') (tensor(21.8060, device='cuda:0')) | > loss_gen: 2.666449546813965 (2.7818841354064716) | > loss_kl: 1.6185054779052734 (1.715172329166059) | > loss_feat: 7.303926467895508 (8.330248273523107) | > loss_mel: 12.0665864944458 (12.947484607786361) | > loss_duration: 1.646604299545288 (1.6624516855042246) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.302072525024414 (27.437240977863688) | > grad_norm_1: tensor(320.6230, device='cuda:0') (tensor(372.8850, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8567 (0.867313699782175) | > loader_time: 0.0107 (0.010193168649119524)  --> TIME: 2025-05-12 00:47:14 -- STEP: 687/725 -- GLOBAL_STEP: 387300 | > loss_disc: 2.2591614723205566 (2.19491183532204) | > loss_disc_real_0: 0.12517011165618896 (0.13449820273134214) | > loss_disc_real_1: 0.20433981716632843 (0.1900514163825189) | > loss_disc_real_2: 0.21553368866443634 (0.1881762596370524) | > loss_disc_real_3: 0.2061445564031601 (0.20459708161489412) | > loss_disc_real_4: 0.19466987252235413 (0.1940466480484177) | > loss_disc_real_5: 0.1817193478345871 (0.20819735997715713) | > loss_0: 2.2591614723205566 (2.19491183532204) | > grad_norm_0: tensor(7.1673, device='cuda:0') (tensor(21.5353, device='cuda:0')) | > loss_gen: 2.741844892501831 (2.780532875435845) | > loss_kl: 1.680603265762329 (1.7144054507584552) | > loss_feat: 9.029175758361816 (8.331410545449062) | > loss_mel: 13.377429962158203 (12.9479346004636) | > loss_duration: 1.6682895421981812 (1.662514504907433) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.49734115600586 (27.436797912464392) | > grad_norm_1: tensor(232.7676, device='cuda:0') (tensor(371.0538, device='cuda:0')) | > current_lr_0: 0.0001885878025324624 | > current_lr_1: 0.0001885878025324624 | > step_time: 0.8964 (0.8667007932843422) | > loader_time: 0.0099 (0.010208342620205502)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4217021465301514 (2.4217021465301514) | > loss_disc_real_0: 0.2544659376144409 (0.2544659376144409) | > loss_disc_real_1: 0.18988946080207825 (0.18988946080207825) | > loss_disc_real_2: 0.2735847234725952 (0.2735847234725952) | > loss_disc_real_3: 0.2637861371040344 (0.2637861371040344) | > loss_disc_real_4: 0.28447389602661133 (0.28447389602661133) | > loss_disc_real_5: 0.2196122258901596 (0.2196122258901596) | > loss_0: 2.4217021465301514 (2.4217021465301514) | > loss_gen: 3.032979965209961 (3.032979965209961) | > loss_kl: 2.24415922164917 (2.24415922164917) | > loss_feat: 9.558411598205566 (9.558411598205566) | > loss_mel: 15.483505249023438 (15.483505249023438) | > loss_duration: 1.7374769449234009 (1.7374769449234009) | > loss_1: 32.05653381347656 (32.05653381347656)  --> STEP: 1 | > loss_disc: 2.4085116386413574 (2.4085116386413574) | > loss_disc_real_0: 0.2484414130449295 (0.2484414130449295) | > loss_disc_real_1: 0.17850768566131592 (0.17850768566131592) | > loss_disc_real_2: 0.26430830359458923 (0.26430830359458923) | > loss_disc_real_3: 0.26612386107444763 (0.26612386107444763) | > loss_disc_real_4: 0.2952148914337158 (0.2952148914337158) | > loss_disc_real_5: 0.20994780957698822 (0.20994780957698822) | > loss_0: 2.4085116386413574 (2.4085116386413574) | > loss_gen: 3.0326480865478516 (3.0326480865478516) | > loss_kl: 2.264477014541626 (2.264477014541626) | > loss_feat: 7.920445919036865 (7.920445919036865) | > loss_mel: 14.500078201293945 (14.500078201293945) | > loss_duration: 1.8663325309753418 (1.8663325309753418) | > loss_1: 29.583982467651367 (29.583982467651367)  --> STEP: 2 | > loss_disc: 2.474155902862549 (2.441333770751953) | > loss_disc_real_0: 0.2587730288505554 (0.25360722094774246) | > loss_disc_real_1: 0.18693816661834717 (0.18272292613983154) | > loss_disc_real_2: 0.23681522905826569 (0.25056176632642746) | > loss_disc_real_3: 0.25480756163597107 (0.26046571135520935) | > loss_disc_real_4: 0.2631080746650696 (0.2791614830493927) | > loss_disc_real_5: 0.2100449502468109 (0.20999637991189957) | > loss_0: 2.474155902862549 (2.441333770751953) | > loss_gen: 2.6924962997436523 (2.862572193145752) | > loss_kl: 1.9423454999923706 (2.1034112572669983) | > loss_feat: 7.292619705200195 (7.60653281211853) | > loss_mel: 12.503982543945312 (13.502030372619629) | > loss_duration: 1.8745596408843994 (1.8704460859298706) | > loss_1: 26.306005477905273 (27.94499397277832)  --> STEP: 3 | > loss_disc: 2.5102710723876953 (2.4643128712972007) | > loss_disc_real_0: 0.2472599744796753 (0.2514914721250534) | > loss_disc_real_1: 0.19114011526107788 (0.18552865584691366) | > loss_disc_real_2: 0.25817355513572693 (0.2530990292628606) | > loss_disc_real_3: 0.2515297532081604 (0.25748705863952637) | > loss_disc_real_4: 0.27234652638435364 (0.276889830827713) | > loss_disc_real_5: 0.2258138805627823 (0.21526888012886047) | > loss_0: 2.5102710723876953 (2.4643128712972007) | > loss_gen: 2.7438812255859375 (2.8230085372924805) | > loss_kl: 2.120121717453003 (2.108981410662333) | > loss_feat: 7.042003154754639 (7.418356259663899) | > loss_mel: 11.985747337341309 (12.996602694193522) | > loss_duration: 1.872619867324829 (1.8711706797281902) | > loss_1: 25.764373779296875 (27.218120574951172)  --> STEP: 4 | > loss_disc: 2.5310041904449463 (2.480985701084137) | > loss_disc_real_0: 0.294018030166626 (0.26212311163544655) | > loss_disc_real_1: 0.1668117493391037 (0.18084942921996117) | > loss_disc_real_2: 0.27372923493385315 (0.25825658068060875) | > loss_disc_real_3: 0.23680293560028076 (0.25231602787971497) | > loss_disc_real_4: 0.2965501546859741 (0.2818049117922783) | > loss_disc_real_5: 0.24053633213043213 (0.2215857431292534) | > loss_0: 2.5310041904449463 (2.480985701084137) | > loss_gen: 2.7878787517547607 (2.8142260909080505) | > loss_kl: 2.154151439666748 (2.120273917913437) | > loss_feat: 8.719511985778809 (7.743645191192627) | > loss_mel: 13.633941650390625 (13.155937433242798) | > loss_duration: 1.7783809900283813 (1.847973257303238) | > loss_1: 29.073863983154297 (27.682056427001953) --> EVAL PERFORMANCE | > avg_loader_time: 0.32922637462615967 (+0.007913529872894287) | > avg_loss_disc: 2.480985701084137 (+0.24463027715682983) | > avg_loss_disc_real_0: 0.26212311163544655 (+0.10298854857683182) | > avg_loss_disc_real_1: 0.18084942921996117 (+0.04342810437083244) | > avg_loss_disc_real_2: 0.25825658068060875 (+0.04977269098162651) | > avg_loss_disc_real_3: 0.25231602787971497 (+0.06187139078974724) | > avg_loss_disc_real_4: 0.2818049117922783 (+0.003518499433994293) | > avg_loss_disc_real_5: 0.2215857431292534 (-0.05299707502126694) | > avg_loss_0: 2.480985701084137 (+0.24463027715682983) | > avg_loss_gen: 2.8142260909080505 (-0.08033597469329834) | > avg_loss_kl: 2.120273917913437 (+0.07599127292633057) | > avg_loss_feat: 7.743645191192627 (-0.8970780372619629) | > avg_loss_mel: 13.155937433242798 (-0.45606470108032227) | > avg_loss_duration: 1.847973257303238 (-0.006953001022338867) | > avg_loss_1: 27.682056427001953 (-1.3644404411315918)  > EPOCH: 471/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 00:47:53)   --> TIME: 2025-05-12 00:48:06 -- STEP: 12/725 -- GLOBAL_STEP: 387350 | > loss_disc: 2.200038433074951 (2.2043042381604514) | > loss_disc_real_0: 0.11504161357879639 (0.1372661491235097) | > loss_disc_real_1: 0.16745632886886597 (0.193399578332901) | > loss_disc_real_2: 0.18207313120365143 (0.19010526314377785) | > loss_disc_real_3: 0.21904011070728302 (0.20403107131520906) | > loss_disc_real_4: 0.19255708158016205 (0.18673216179013252) | > loss_disc_real_5: 0.18652263283729553 (0.20396273086468378) | > loss_0: 2.200038433074951 (2.2043042381604514) | > grad_norm_0: tensor(10.6173, device='cuda:0') (tensor(23.7974, device='cuda:0')) | > loss_gen: 2.765233039855957 (2.7311858336130777) | > loss_kl: 1.822723627090454 (1.799280693133672) | > loss_feat: 8.044881820678711 (8.15260104338328) | > loss_mel: 12.102046966552734 (12.730020761489868) | > loss_duration: 1.671877384185791 (1.6601400673389435) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.406763076782227 (27.073228518168133) | > grad_norm_1: tensor(176.9648, device='cuda:0') (tensor(371.1926, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8507 (0.8469321330388387) | > loader_time: 0.0092 (0.011867105960845947)  --> TIME: 2025-05-12 00:48:51 -- STEP: 62/725 -- GLOBAL_STEP: 387400 | > loss_disc: 2.223788261413574 (2.2071048867317935) | > loss_disc_real_0: 0.10363693535327911 (0.13516182476474387) | > loss_disc_real_1: 0.19861570000648499 (0.1907121623235364) | > loss_disc_real_2: 0.1947207897901535 (0.1890211415386969) | > loss_disc_real_3: 0.20786432921886444 (0.20563936449827683) | > loss_disc_real_4: 0.2088121771812439 (0.1944337535289026) | > loss_disc_real_5: 0.21831431984901428 (0.20878753090097057) | > loss_0: 2.223788261413574 (2.2071048867317935) | > grad_norm_0: tensor(19.3062, device='cuda:0') (tensor(20.0321, device='cuda:0')) | > loss_gen: 2.827564001083374 (2.7456358555824525) | > loss_kl: 1.6127657890319824 (1.7412950473447) | > loss_feat: 8.953181266784668 (8.220712923234512) | > loss_mel: 13.989082336425781 (12.884654737287953) | > loss_duration: 1.705012559890747 (1.6604690474848594) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.08760643005371 (27.252767778212025) | > grad_norm_1: tensor(460.9296, device='cuda:0') (tensor(360.4763, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8674 (0.8722631546758837) | > loader_time: 0.0111 (0.010908899768706294)  --> TIME: 2025-05-12 00:49:34 -- STEP: 112/725 -- GLOBAL_STEP: 387450 | > loss_disc: 2.325575113296509 (2.2002366728016325) | > loss_disc_real_0: 0.20223654806613922 (0.13504632482571272) | > loss_disc_real_1: 0.212424635887146 (0.18974227737635374) | > loss_disc_real_2: 0.21763648092746735 (0.18824761014963892) | > loss_disc_real_3: 0.20149347186088562 (0.20526379546416657) | > loss_disc_real_4: 0.21669481694698334 (0.19439207589519875) | > loss_disc_real_5: 0.2059505432844162 (0.20771376948271478) | > loss_0: 2.325575113296509 (2.2002366728016325) | > grad_norm_0: tensor(22.5420, device='cuda:0') (tensor(20.8202, device='cuda:0')) | > loss_gen: 2.5978660583496094 (2.756920959268298) | > loss_kl: 1.4971650838851929 (1.72688932291099) | > loss_feat: 7.06874418258667 (8.315347948244648) | > loss_mel: 11.690496444702148 (12.98630747624806) | > loss_duration: 1.6577240228652954 (1.6631253712943626) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.511995315551758 (27.448591232299805) | > grad_norm_1: tensor(458.8812, device='cuda:0') (tensor(356.4122, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.839 (0.8657647605453219) | > loader_time: 0.0098 (0.01086490281990596)  --> TIME: 2025-05-12 00:50:18 -- STEP: 162/725 -- GLOBAL_STEP: 387500 | > loss_disc: 2.241131544113159 (2.1965881946646153) | > loss_disc_real_0: 0.1416487693786621 (0.13447457165629784) | > loss_disc_real_1: 0.2041613906621933 (0.18947877247392395) | > loss_disc_real_2: 0.16878445446491241 (0.18774389052464635) | > loss_disc_real_3: 0.21092243492603302 (0.20508503334389794) | > loss_disc_real_4: 0.1944763958454132 (0.19310177448723054) | > loss_disc_real_5: 0.188943549990654 (0.20762899058100617) | > loss_0: 2.241131544113159 (2.1965881946646153) | > grad_norm_0: tensor(16.7834, device='cuda:0') (tensor(21.6276, device='cuda:0')) | > loss_gen: 2.8810715675354004 (2.765216337309943) | > loss_kl: 1.566065788269043 (1.7221815277028967) | > loss_feat: 7.574309825897217 (8.338537810761258) | > loss_mel: 13.14664363861084 (12.963130809642653) | > loss_duration: 1.6139471530914307 (1.6641017250072816) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.78203582763672 (27.453168362747004) | > grad_norm_1: tensor(250.7113, device='cuda:0') (tensor(371.0158, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8405 (0.8625260297163031) | > loader_time: 0.0098 (0.010705113410949709)  --> TIME: 2025-05-12 00:51:01 -- STEP: 212/725 -- GLOBAL_STEP: 387550 | > loss_disc: 2.2237343788146973 (2.1960560505120252) | > loss_disc_real_0: 0.17543037235736847 (0.13477396834993152) | > loss_disc_real_1: 0.18032726645469666 (0.18973999097943306) | > loss_disc_real_2: 0.2274966835975647 (0.18842752678495525) | > loss_disc_real_3: 0.19924788177013397 (0.2050745646065136) | > loss_disc_real_4: 0.2064436376094818 (0.19312426300262509) | > loss_disc_real_5: 0.21625939011573792 (0.20779102759541207) | > loss_0: 2.2237343788146973 (2.1960560505120252) | > grad_norm_0: tensor(26.0641, device='cuda:0') (tensor(22.4038, device='cuda:0')) | > loss_gen: 2.760740041732788 (2.772439771103409) | > loss_kl: 1.7640777826309204 (1.7278324478077438) | > loss_feat: 8.079353332519531 (8.357911535029144) | > loss_mel: 12.427677154541016 (12.97204247060812) | > loss_duration: 1.688427209854126 (1.6651770455657318) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.72027587890625 (27.495403424748833) | > grad_norm_1: tensor(464.5128, device='cuda:0') (tensor(374.7072, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8607 (0.8617247882879004) | > loader_time: 0.011 (0.010636388130907738)  --> TIME: 2025-05-12 00:51:45 -- STEP: 262/725 -- GLOBAL_STEP: 387600 | > loss_disc: 2.3266823291778564 (2.2027574245256303) | > loss_disc_real_0: 0.13480181992053986 (0.13581142165051177) | > loss_disc_real_1: 0.20702341198921204 (0.19024997784663703) | > loss_disc_real_2: 0.18969154357910156 (0.18861354057115448) | > loss_disc_real_3: 0.20939849317073822 (0.20571759616145652) | > loss_disc_real_4: 0.1928383708000183 (0.19401797601057377) | > loss_disc_real_5: 0.19543921947479248 (0.20792806580776477) | > loss_0: 2.3266823291778564 (2.2027574245256303) | > grad_norm_0: tensor(18.1336, device='cuda:0') (tensor(22.4995, device='cuda:0')) | > loss_gen: 2.5087742805480957 (2.7653681012510343) | > loss_kl: 1.7830404043197632 (1.7278939267151228) | > loss_feat: 6.822132587432861 (8.320831939464307) | > loss_mel: 11.830265045166016 (12.951637759463479) | > loss_duration: 1.6499934196472168 (1.6654500902154068) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.594205856323242 (27.431181980453374) | > grad_norm_1: tensor(428.4388, device='cuda:0') (tensor(367.0359, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8976 (0.8608459934933493) | > loader_time: 0.011 (0.01060085260231076)  --> TIME: 2025-05-12 00:52:29 -- STEP: 312/725 -- GLOBAL_STEP: 387650 | > loss_disc: 2.3358075618743896 (2.2023864224171015) | > loss_disc_real_0: 0.13491150736808777 (0.13592778671628405) | > loss_disc_real_1: 0.1887306123971939 (0.19013366738382065) | > loss_disc_real_2: 0.20870418846607208 (0.18895615465365917) | > loss_disc_real_3: 0.20583368837833405 (0.20543204553616354) | > loss_disc_real_4: 0.18517200648784637 (0.19374511562860933) | > loss_disc_real_5: 0.25344276428222656 (0.2076740246743728) | > loss_0: 2.3358075618743896 (2.2023864224171015) | > grad_norm_0: tensor(17.5401, device='cuda:0') (tensor(22.3977, device='cuda:0')) | > loss_gen: 2.5833427906036377 (2.7661914168260044) | > loss_kl: 1.59268057346344 (1.7267855531894247) | > loss_feat: 6.482569217681885 (8.314459547018398) | > loss_mel: 11.134918212890625 (12.950818761801111) | > loss_duration: 1.6529459953308105 (1.664259824233178) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.446456909179688 (27.42251522724445) | > grad_norm_1: tensor(325.6252, device='cuda:0') (tensor(368.1789, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8557 (0.8597358021980677) | > loader_time: 0.0099 (0.010621149570513992)  --> TIME: 2025-05-12 00:53:12 -- STEP: 362/725 -- GLOBAL_STEP: 387700 | > loss_disc: 2.186284303665161 (2.201887380023028) | > loss_disc_real_0: 0.14292900264263153 (0.13599813649255937) | > loss_disc_real_1: 0.19192209839820862 (0.19012635053027407) | > loss_disc_real_2: 0.17489512264728546 (0.18897830172138316) | > loss_disc_real_3: 0.2535422444343567 (0.20526979188563416) | > loss_disc_real_4: 0.21381399035453796 (0.1936966832830102) | > loss_disc_real_5: 0.23394395411014557 (0.20799291533165873) | > loss_0: 2.186284303665161 (2.201887380023028) | > grad_norm_0: tensor(20.1733, device='cuda:0') (tensor(22.1464, device='cuda:0')) | > loss_gen: 2.796618938446045 (2.7661862116492264) | > loss_kl: 1.6729257106781006 (1.7231512721730862) | > loss_feat: 8.044515609741211 (8.312062997185732) | > loss_mel: 13.147236824035645 (12.932036083706182) | > loss_duration: 1.6101553440093994 (1.6632416360286066) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.271451950073242 (27.396678323903796) | > grad_norm_1: tensor(314.4720, device='cuda:0') (tensor(360.4946, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8467 (0.8597790700954627) | > loader_time: 0.011 (0.0105938298926169)  --> TIME: 2025-05-12 00:53:56 -- STEP: 412/725 -- GLOBAL_STEP: 387750 | > loss_disc: 2.279705762863159 (2.20150100519356) | > loss_disc_real_0: 0.13387000560760498 (0.13542557061080213) | > loss_disc_real_1: 0.17235040664672852 (0.19036798992926643) | > loss_disc_real_2: 0.20046137273311615 (0.1889124900391958) | > loss_disc_real_3: 0.19217418134212494 (0.20510776076936027) | > loss_disc_real_4: 0.20666779577732086 (0.193695041703657) | > loss_disc_real_5: 0.1993418186903 (0.20812347770026587) | > loss_0: 2.279705762863159 (2.20150100519356) | > grad_norm_0: tensor(20.4218, device='cuda:0') (tensor(22.0223, device='cuda:0')) | > loss_gen: 2.629627227783203 (2.7675186476661175) | > loss_kl: 1.813366174697876 (1.7182959300800438) | > loss_feat: 7.3843889236450195 (8.31825546153541) | > loss_mel: 12.046412467956543 (12.953102391900373) | > loss_duration: 1.6668057441711426 (1.663883375890047) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.540599822998047 (27.42105590949938) | > grad_norm_1: tensor(347.5397, device='cuda:0') (tensor(358.5802, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8587 (0.8597471546200872) | > loader_time: 0.0109 (0.010592385403160903)  --> TIME: 2025-05-12 00:54:40 -- STEP: 462/725 -- GLOBAL_STEP: 387800 | > loss_disc: 2.06923770904541 (2.200965267497222) | > loss_disc_real_0: 0.131503626704216 (0.13535837850077845) | > loss_disc_real_1: 0.16745945811271667 (0.1903568738466734) | > loss_disc_real_2: 0.19214195013046265 (0.18886991351584848) | > loss_disc_real_3: 0.2225116789340973 (0.20517016379606157) | > loss_disc_real_4: 0.16569316387176514 (0.1936624996138341) | > loss_disc_real_5: 0.17517545819282532 (0.20806130937812647) | > loss_0: 2.06923770904541 (2.200965267497222) | > grad_norm_0: tensor(15.4637, device='cuda:0') (tensor(22.0405, device='cuda:0')) | > loss_gen: 3.016125440597534 (2.7668194290879495) | > loss_kl: 1.6754339933395386 (1.7194523491384666) | > loss_feat: 9.58609390258789 (8.302627249713588) | > loss_mel: 13.933698654174805 (12.916763241672932) | > loss_duration: 1.6883985996246338 (1.6636132781123707) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.899749755859375 (27.369275629778446) | > grad_norm_1: tensor(196.4023, device='cuda:0') (tensor(357.0237, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8065 (0.8593252499898275) | > loader_time: 0.0118 (0.0105883130779514)  --> TIME: 2025-05-12 00:55:23 -- STEP: 512/725 -- GLOBAL_STEP: 387850 | > loss_disc: 2.2299232482910156 (2.200951404636724) | > loss_disc_real_0: 0.15766683220863342 (0.13568162699812092) | > loss_disc_real_1: 0.2031800001859665 (0.19015394500456756) | > loss_disc_real_2: 0.20106016099452972 (0.18891889048973096) | > loss_disc_real_3: 0.2032545953989029 (0.2049860471743159) | > loss_disc_real_4: 0.20437826216220856 (0.1939073553367052) | > loss_disc_real_5: 0.1895257830619812 (0.20799279131460935) | > loss_0: 2.2299232482910156 (2.200951404636724) | > grad_norm_0: tensor(15.9611, device='cuda:0') (tensor(22.0689, device='cuda:0')) | > loss_gen: 2.74018931388855 (2.765678012743593) | > loss_kl: 1.8460392951965332 (1.7175226970575752) | > loss_feat: 8.111787796020508 (8.294360177591441) | > loss_mel: 12.5228271484375 (12.914696121588353) | > loss_duration: 1.618166208267212 (1.6644837120547895) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.839008331298828 (27.356740806251764) | > grad_norm_1: tensor(302.1176, device='cuda:0') (tensor(357.1978, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8683 (0.8587040980346501) | > loader_time: 0.0108 (0.010616552550345654)  --> TIME: 2025-05-12 00:56:06 -- STEP: 562/725 -- GLOBAL_STEP: 387900 | > loss_disc: 2.160858392715454 (2.200412596035681) | > loss_disc_real_0: 0.14056837558746338 (0.13541326423927982) | > loss_disc_real_1: 0.17553503811359406 (0.19009514145049336) | > loss_disc_real_2: 0.18557745218276978 (0.18906081711800496) | > loss_disc_real_3: 0.17440634965896606 (0.20505694437811808) | > loss_disc_real_4: 0.16571669280529022 (0.1939410222064558) | > loss_disc_real_5: 0.24782027304172516 (0.20811975460990045) | > loss_0: 2.160858392715454 (2.200412596035681) | > grad_norm_0: tensor(13.5314, device='cuda:0') (tensor(21.7824, device='cuda:0')) | > loss_gen: 2.788041114807129 (2.765263543010184) | > loss_kl: 1.79836905002594 (1.7213298763244604) | > loss_feat: 8.529054641723633 (8.292545516295785) | > loss_mel: 12.550470352172852 (12.913634833067764) | > loss_duration: 1.638916254043579 (1.6641959728295272) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.304851531982422 (27.356969840161742) | > grad_norm_1: tensor(336.5626, device='cuda:0') (tensor(354.1351, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8868 (0.8579481861345284) | > loader_time: 0.0109 (0.010604992031626848)  --> TIME: 2025-05-12 00:56:50 -- STEP: 612/725 -- GLOBAL_STEP: 387950 | > loss_disc: 2.2659215927124023 (2.2002208141330013) | > loss_disc_real_0: 0.1296750158071518 (0.13529174556967874) | > loss_disc_real_1: 0.19258657097816467 (0.19015342026364568) | > loss_disc_real_2: 0.21830306947231293 (0.1890914613758426) | > loss_disc_real_3: 0.22929443418979645 (0.20491570509434537) | > loss_disc_real_4: 0.22704268991947174 (0.19404755581438154) | > loss_disc_real_5: 0.25309044122695923 (0.20792283322296898) | > loss_0: 2.2659215927124023 (2.2002208141330013) | > grad_norm_0: tensor(14.1300, device='cuda:0') (tensor(21.5346, device='cuda:0')) | > loss_gen: 2.871788740158081 (2.7662853633656224) | > loss_kl: 1.632261037826538 (1.7200741563357562) | > loss_feat: 7.852712631225586 (8.292316435988429) | > loss_mel: 12.646013259887695 (12.92024364346773) | > loss_duration: 1.6124162673950195 (1.6637012808541072) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.615192413330078 (27.36262098324843) | > grad_norm_1: tensor(383.3328, device='cuda:0') (tensor(352.2495, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8273 (0.8577863164976531) | > loader_time: 0.0108 (0.010604324294071566)  --> TIME: 2025-05-12 00:57:33 -- STEP: 662/725 -- GLOBAL_STEP: 388000 | > loss_disc: 2.266023874282837 (2.200272098228651) | > loss_disc_real_0: 0.10464665293693542 (0.13507659567852048) | > loss_disc_real_1: 0.17026099562644958 (0.1901006106163439) | > loss_disc_real_2: 0.18511904776096344 (0.18901382661297958) | > loss_disc_real_3: 0.18291421234607697 (0.204996380628596) | > loss_disc_real_4: 0.18083275854587555 (0.1941763465363094) | > loss_disc_real_5: 0.2087429165840149 (0.20824112121882404) | > loss_0: 2.266023874282837 (2.200272098228651) | > grad_norm_0: tensor(15.6631, device='cuda:0') (tensor(21.2834, device='cuda:0')) | > loss_gen: 2.6114959716796875 (2.7663458927880593) | > loss_kl: 1.7272032499313354 (1.718867582857069) | > loss_feat: 7.749774932861328 (8.296281515651597) | > loss_mel: 12.068726539611816 (12.92784721685681) | > loss_duration: 1.6803327798843384 (1.6641210531900297) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.83753204345703 (27.373463351200705) | > grad_norm_1: tensor(154.8586, device='cuda:0') (tensor(348.8005, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8829 (0.8575453506135509) | > loader_time: 0.0115 (0.01058381813890624) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_388000.pth  --> TIME: 2025-05-12 00:58:20 -- STEP: 712/725 -- GLOBAL_STEP: 388050 | > loss_disc: 2.1863222122192383 (2.2017967310849196) | > loss_disc_real_0: 0.11822684109210968 (0.13552220839630372) | > loss_disc_real_1: 0.19754883646965027 (0.19001256722663887) | > loss_disc_real_2: 0.2285030633211136 (0.1891543169328001) | > loss_disc_real_3: 0.20501284301280975 (0.20521305269153609) | > loss_disc_real_4: 0.17251595854759216 (0.19415478638551217) | > loss_disc_real_5: 0.1926792711019516 (0.20835792853005156) | > loss_0: 2.1863222122192383 (2.2017967310849196) | > grad_norm_0: tensor(12.0713, device='cuda:0') (tensor(21.3949, device='cuda:0')) | > loss_gen: 2.9198825359344482 (2.765643964657622) | > loss_kl: 1.6757842302322388 (1.7204158470202031) | > loss_feat: 8.537481307983398 (8.292337893769977) | > loss_mel: 13.606249809265137 (12.923626803280268) | > loss_duration: 1.6492919921875 (1.6639003586233332) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.388689041137695 (27.365924926286322) | > grad_norm_1: tensor(342.6740, device='cuda:0') (tensor(349.9212, device='cuda:0')) | > current_lr_0: 0.00018856422905714584 | > current_lr_1: 0.00018856422905714584 | > step_time: 0.8367 (0.8578374968485886) | > loader_time: 0.0098 (0.010561877756976012)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2526891231536865 (2.2526891231536865) | > loss_disc_real_0: 0.17175865173339844 (0.17175865173339844) | > loss_disc_real_1: 0.16520795226097107 (0.16520795226097107) | > loss_disc_real_2: 0.1610497534275055 (0.1610497534275055) | > loss_disc_real_3: 0.2035098820924759 (0.2035098820924759) | > loss_disc_real_4: 0.20602156221866608 (0.20602156221866608) | > loss_disc_real_5: 0.21280744671821594 (0.21280744671821594) | > loss_0: 2.2526891231536865 (2.2526891231536865) | > loss_gen: 2.50207257270813 (2.50207257270813) | > loss_kl: 2.094381093978882 (2.094381093978882) | > loss_feat: 8.730803489685059 (8.730803489685059) | > loss_mel: 14.564447402954102 (14.564447402954102) | > loss_duration: 1.7377595901489258 (1.7377595901489258) | > loss_1: 29.629467010498047 (29.629467010498047)  --> STEP: 1 | > loss_disc: 2.4534809589385986 (2.4534809589385986) | > loss_disc_real_0: 0.16806387901306152 (0.16806387901306152) | > loss_disc_real_1: 0.18956755101680756 (0.18956755101680756) | > loss_disc_real_2: 0.19302146136760712 (0.19302146136760712) | > loss_disc_real_3: 0.18837621808052063 (0.18837621808052063) | > loss_disc_real_4: 0.2359185516834259 (0.2359185516834259) | > loss_disc_real_5: 0.22355498373508453 (0.22355498373508453) | > loss_0: 2.4534809589385986 (2.4534809589385986) | > loss_gen: 2.180055856704712 (2.180055856704712) | > loss_kl: 2.282250165939331 (2.282250165939331) | > loss_feat: 5.67958402633667 (5.67958402633667) | > loss_mel: 10.167156219482422 (10.167156219482422) | > loss_duration: 1.8531922101974487 (1.8531922101974487) | > loss_1: 22.1622371673584 (22.1622371673584)  --> STEP: 2 | > loss_disc: 2.276796817779541 (2.36513888835907) | > loss_disc_real_0: 0.17136448621749878 (0.16971418261528015) | > loss_disc_real_1: 0.1693105399608612 (0.17943904548883438) | > loss_disc_real_2: 0.1879269778728485 (0.1904742196202278) | > loss_disc_real_3: 0.17617665231227875 (0.1822764351963997) | > loss_disc_real_4: 0.2028723955154419 (0.2193954735994339) | > loss_disc_real_5: 0.22841376066207886 (0.2259843721985817) | > loss_0: 2.276796817779541 (2.36513888835907) | > loss_gen: 2.4472479820251465 (2.313651919364929) | > loss_kl: 2.0523135662078857 (2.1672818660736084) | > loss_feat: 8.053730010986328 (6.866657018661499) | > loss_mel: 13.99437141418457 (12.080763816833496) | > loss_duration: 1.89054536819458 (1.8718687891960144) | > loss_1: 28.438207626342773 (25.300222396850586)  --> STEP: 3 | > loss_disc: 2.2479968070983887 (2.3260915279388428) | > loss_disc_real_0: 0.15059340000152588 (0.1633405884106954) | > loss_disc_real_1: 0.16912443935871124 (0.17600084344546) | > loss_disc_real_2: 0.1625944823026657 (0.18118097384770712) | > loss_disc_real_3: 0.17246781289577484 (0.17900689442952475) | > loss_disc_real_4: 0.21524925529956818 (0.21801340083281198) | > loss_disc_real_5: 0.22783488035202026 (0.22660120824972788) | > loss_0: 2.2479968070983887 (2.3260915279388428) | > loss_gen: 2.5033159255981445 (2.376873254776001) | > loss_kl: 2.019923210144043 (2.1181623140970864) | > loss_feat: 8.910375595092773 (7.547896544138591) | > loss_mel: 14.355314254760742 (12.838947296142578) | > loss_duration: 1.8684101104736328 (1.870715896288554) | > loss_1: 29.657339096069336 (26.752594629923504)  --> STEP: 4 | > loss_disc: 2.3619325160980225 (2.3350517749786377) | > loss_disc_real_0: 0.16232357919216156 (0.16308633610606194) | > loss_disc_real_1: 0.20400112867355347 (0.18300091475248337) | > loss_disc_real_2: 0.16252663731575012 (0.17651738971471786) | > loss_disc_real_3: 0.18416081368923187 (0.18029537424445152) | > loss_disc_real_4: 0.21291489899158478 (0.2167387753725052) | > loss_disc_real_5: 0.19571755826473236 (0.218880295753479) | > loss_0: 2.3619325160980225 (2.3350517749786377) | > loss_gen: 2.258394241333008 (2.3472535014152527) | > loss_kl: 1.9248003959655762 (2.069821834564209) | > loss_feat: 7.460280895233154 (7.5259926319122314) | > loss_mel: 12.134363174438477 (12.662801265716553) | > loss_duration: 1.7775681018829346 (1.847428947687149) | > loss_1: 25.55540657043457 (26.45329761505127) --> EVAL PERFORMANCE | > avg_loader_time: 0.32779115438461304 (-0.0014352202415466309) | > avg_loss_disc: 2.3350517749786377 (-0.14593392610549927) | > avg_loss_disc_real_0: 0.16308633610606194 (-0.09903677552938461) | > avg_loss_disc_real_1: 0.18300091475248337 (+0.0021514855325222015) | > avg_loss_disc_real_2: 0.17651738971471786 (-0.08173919096589088) | > avg_loss_disc_real_3: 0.18029537424445152 (-0.07202065363526344) | > avg_loss_disc_real_4: 0.2167387753725052 (-0.0650661364197731) | > avg_loss_disc_real_5: 0.218880295753479 (-0.0027054473757743835) | > avg_loss_0: 2.3350517749786377 (-0.14593392610549927) | > avg_loss_gen: 2.3472535014152527 (-0.46697258949279785) | > avg_loss_kl: 2.069821834564209 (-0.050452083349227905) | > avg_loss_feat: 7.5259926319122314 (-0.2176525592803955) | > avg_loss_mel: 12.662801265716553 (-0.4931361675262451) | > avg_loss_duration: 1.847428947687149 (-0.0005443096160888672) | > avg_loss_1: 26.45329761505127 (-1.2287588119506836)  > EPOCH: 472/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 00:58:38)   --> TIME: 2025-05-12 00:59:12 -- STEP: 37/725 -- GLOBAL_STEP: 388100 | > loss_disc: 2.23824143409729 (2.2164271779962488) | > loss_disc_real_0: 0.124125637114048 (0.13489563602047996) | > loss_disc_real_1: 0.1814999282360077 (0.19533222068000483) | > loss_disc_real_2: 0.2102195918560028 (0.19256064134675102) | > loss_disc_real_3: 0.17700688540935516 (0.20421721041202545) | > loss_disc_real_4: 0.20438309013843536 (0.19610934160851143) | > loss_disc_real_5: 0.182700976729393 (0.2078388003078667) | > loss_0: 2.23824143409729 (2.2164271779962488) | > grad_norm_0: tensor(25.4791, device='cuda:0') (tensor(21.2859, device='cuda:0')) | > loss_gen: 2.7480812072753906 (2.7630181763623214) | > loss_kl: 1.5727142095565796 (1.7121235389967222) | > loss_feat: 8.553118705749512 (8.386378288269043) | > loss_mel: 13.209547996520996 (13.078014219129408) | > loss_duration: 1.6513304710388184 (1.6601132669964351) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.734792709350586 (27.59964777972247) | > grad_norm_1: tensor(540.4258, device='cuda:0') (tensor(356.7436, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8683 (0.8563248209051184) | > loader_time: 0.0103 (0.011294055629420924)  --> TIME: 2025-05-12 00:59:56 -- STEP: 87/725 -- GLOBAL_STEP: 388150 | > loss_disc: 2.2016994953155518 (2.2120877874308635) | > loss_disc_real_0: 0.09393692016601562 (0.13544067012510072) | > loss_disc_real_1: 0.21331240236759186 (0.19291421959454985) | > loss_disc_real_2: 0.17111995816230774 (0.19205846902967869) | > loss_disc_real_3: 0.188933864235878 (0.2056150869733986) | > loss_disc_real_4: 0.2002149224281311 (0.19496956210711908) | > loss_disc_real_5: 0.2246391773223877 (0.20688635367771674) | > loss_0: 2.2016994953155518 (2.2120877874308635) | > grad_norm_0: tensor(15.4586, device='cuda:0') (tensor(21.4654, device='cuda:0')) | > loss_gen: 2.7235915660858154 (2.759718618173709) | > loss_kl: 1.8506834506988525 (1.7056106219346496) | > loss_feat: 8.448771476745605 (8.333908777127322) | > loss_mel: 13.24512767791748 (12.98226059442279) | > loss_duration: 1.6261159181594849 (1.6613146422923297) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.894289016723633 (27.442813325202327) | > grad_norm_1: tensor(127.6027, device='cuda:0') (tensor(357.9201, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8329 (0.855941199708259) | > loader_time: 0.0093 (0.010780594814782853)  --> TIME: 2025-05-12 01:00:39 -- STEP: 137/725 -- GLOBAL_STEP: 388200 | > loss_disc: 1.9431109428405762 (2.206779861102139) | > loss_disc_real_0: 0.07967890799045563 (0.1345691780974395) | > loss_disc_real_1: 0.19284687936306 (0.19141770398964847) | > loss_disc_real_2: 0.16666850447654724 (0.18963295134314656) | > loss_disc_real_3: 0.1905873566865921 (0.20591403859375168) | > loss_disc_real_4: 0.21793533861637115 (0.19527831825896771) | > loss_disc_real_5: 0.18100754916667938 (0.20731697835191323) | > loss_0: 1.9431109428405762 (2.206779861102139) | > grad_norm_0: tensor(18.2985, device='cuda:0') (tensor(22.2113, device='cuda:0')) | > loss_gen: 3.3999977111816406 (2.773678031280963) | > loss_kl: 1.670865774154663 (1.7242499076536972) | > loss_feat: 11.13965129852295 (8.365195925218346) | > loss_mel: 15.129441261291504 (12.987936771699111) | > loss_duration: 1.6520717144012451 (1.6634883123592739) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.992027282714844 (27.51454903261505) | > grad_norm_1: tensor(542.0245, device='cuda:0') (tensor(369.5154, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8257 (0.8582297380823288) | > loader_time: 0.0093 (0.010735290764022045)  --> TIME: 2025-05-12 01:01:23 -- STEP: 187/725 -- GLOBAL_STEP: 388250 | > loss_disc: 2.311516284942627 (2.204666263916913) | > loss_disc_real_0: 0.18076270818710327 (0.13631442057735776) | > loss_disc_real_1: 0.20556609332561493 (0.1913719251353473) | > loss_disc_real_2: 0.20484842360019684 (0.1887128832027874) | > loss_disc_real_3: 0.18871648609638214 (0.20551393416157376) | > loss_disc_real_4: 0.20851905643939972 (0.19444434424453882) | > loss_disc_real_5: 0.2137124091386795 (0.2073090242192069) | > loss_0: 2.311516284942627 (2.204666263916913) | > grad_norm_0: tensor(15.2883, device='cuda:0') (tensor(22.6342, device='cuda:0')) | > loss_gen: 2.607600450515747 (2.7706673642530797) | > loss_kl: 1.7813612222671509 (1.7240282431005793) | > loss_feat: 7.462002277374268 (8.325875226189112) | > loss_mel: 12.487061500549316 (12.916930372064764) | > loss_duration: 1.6874289512634277 (1.6649830666455356) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.025455474853516 (27.40248436341311) | > grad_norm_1: tensor(363.2772, device='cuda:0') (tensor(374.5341, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8576 (0.8570886397744245) | > loader_time: 0.0112 (0.010658800920700637)  --> TIME: 2025-05-12 01:02:06 -- STEP: 237/725 -- GLOBAL_STEP: 388300 | > loss_disc: 2.0913474559783936 (2.202689153232655) | > loss_disc_real_0: 0.10270987451076508 (0.13583137519374677) | > loss_disc_real_1: 0.16210190951824188 (0.1905492736568934) | > loss_disc_real_2: 0.17083244025707245 (0.1880583690188605) | > loss_disc_real_3: 0.21435506641864777 (0.2058639157296233) | > loss_disc_real_4: 0.21919859945774078 (0.1945797227605989) | > loss_disc_real_5: 0.2316717952489853 (0.20798902263872732) | > loss_0: 2.0913474559783936 (2.202689153232655) | > grad_norm_0: tensor(7.8170, device='cuda:0') (tensor(21.7795, device='cuda:0')) | > loss_gen: 2.998115062713623 (2.7636455272320455) | > loss_kl: 1.8226463794708252 (1.7229060658925697) | > loss_feat: 9.568384170532227 (8.297514933574048) | > loss_mel: 14.62830638885498 (12.897138008085484) | > loss_duration: 1.6523003578186035 (1.6651935471764094) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.66975212097168 (27.346398228834445) | > grad_norm_1: tensor(342.5555, device='cuda:0') (tensor(361.0234, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.828 (0.8571434373091041) | > loader_time: 0.0094 (0.010546307020549527)  --> TIME: 2025-05-12 01:02:50 -- STEP: 287/725 -- GLOBAL_STEP: 388350 | > loss_disc: 2.233532428741455 (2.201934351322959) | > loss_disc_real_0: 0.10121830552816391 (0.1353859534610439) | > loss_disc_real_1: 0.187472864985466 (0.1904679358213205) | > loss_disc_real_2: 0.19056470692157745 (0.1884006762338432) | > loss_disc_real_3: 0.18185675144195557 (0.20554995983319826) | > loss_disc_real_4: 0.17759959399700165 (0.19433235426397688) | > loss_disc_real_5: 0.17730045318603516 (0.2081347242880366) | > loss_0: 2.233532428741455 (2.201934351322959) | > grad_norm_0: tensor(33.1307, device='cuda:0') (tensor(21.4545, device='cuda:0')) | > loss_gen: 2.625265121459961 (2.761368305425611) | > loss_kl: 1.5931453704833984 (1.7195177148858842) | > loss_feat: 8.097171783447266 (8.27688006324635) | > loss_mel: 11.941685676574707 (12.870733982179225) | > loss_duration: 1.6650657653808594 (1.6646535990545561) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.922334671020508 (27.293153776109) | > grad_norm_1: tensor(493.0521, device='cuda:0') (tensor(357.5766, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8239 (0.8557411170587305) | > loader_time: 0.0099 (0.010518987835076625)  --> TIME: 2025-05-12 01:03:33 -- STEP: 337/725 -- GLOBAL_STEP: 388400 | > loss_disc: 2.320908308029175 (2.204122067559011) | > loss_disc_real_0: 0.14720556139945984 (0.13664487152407356) | > loss_disc_real_1: 0.20392031967639923 (0.19089158953827992) | > loss_disc_real_2: 0.20265153050422668 (0.18846923263207385) | > loss_disc_real_3: 0.23517659306526184 (0.20557244957731458) | > loss_disc_real_4: 0.17932763695716858 (0.19407214321616134) | > loss_disc_real_5: 0.2340940535068512 (0.20799348784129768) | > loss_0: 2.320908308029175 (2.204122067559011) | > grad_norm_0: tensor(18.0511, device='cuda:0') (tensor(21.5404, device='cuda:0')) | > loss_gen: 2.6010630130767822 (2.7605572574570227) | > loss_kl: 1.723134160041809 (1.7204527395061637) | > loss_feat: 7.6167802810668945 (8.259892223143076) | > loss_mel: 11.694282531738281 (12.856407230614911) | > loss_duration: 1.6466881036758423 (1.664107035812356) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.28194808959961 (27.261416568246712) | > grad_norm_1: tensor(316.5940, device='cuda:0') (tensor(356.4688, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.873 (0.8563449404006185) | > loader_time: 0.0136 (0.010511469062782533)  --> TIME: 2025-05-12 01:04:17 -- STEP: 387/725 -- GLOBAL_STEP: 388450 | > loss_disc: 2.213226079940796 (2.2029965462918724) | > loss_disc_real_0: 0.1695616990327835 (0.1364157687131441) | > loss_disc_real_1: 0.1982520967721939 (0.19080942899989836) | > loss_disc_real_2: 0.17735745012760162 (0.18877907116591777) | > loss_disc_real_3: 0.1879999041557312 (0.2053319759455146) | > loss_disc_real_4: 0.19297488033771515 (0.1940364703651546) | > loss_disc_real_5: 0.2136283665895462 (0.20793991557079383) | > loss_0: 2.213226079940796 (2.2029965462918724) | > grad_norm_0: tensor(29.8256, device='cuda:0') (tensor(21.5491, device='cuda:0')) | > loss_gen: 2.829948902130127 (2.7623317568185124) | > loss_kl: 1.7100934982299805 (1.7185665532292012) | > loss_feat: 8.389684677124023 (8.245934100730167) | > loss_mel: 12.726945877075195 (12.846272049640195) | > loss_duration: 1.7338554859161377 (1.6637719943541895) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.39052963256836 (27.236876544410244) | > grad_norm_1: tensor(258.4715, device='cuda:0') (tensor(359.5624, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8647 (0.8559762390393001) | > loader_time: 0.0101 (0.01049343744913737)  --> TIME: 2025-05-12 01:05:01 -- STEP: 437/725 -- GLOBAL_STEP: 388500 | > loss_disc: 2.126070499420166 (2.2031567492255886) | > loss_disc_real_0: 0.10295087099075317 (0.13662036310548914) | > loss_disc_real_1: 0.18136191368103027 (0.19096084140258196) | > loss_disc_real_2: 0.19825056195259094 (0.18881192782923614) | > loss_disc_real_3: 0.19306643307209015 (0.2052779767824256) | > loss_disc_real_4: 0.19258351624011993 (0.19389433722337807) | > loss_disc_real_5: 0.21179717779159546 (0.20793565944075856) | > loss_0: 2.126070499420166 (2.2031567492255886) | > grad_norm_0: tensor(14.4117, device='cuda:0') (tensor(21.6269, device='cuda:0')) | > loss_gen: 2.872391939163208 (2.7613847441204102) | > loss_kl: 1.7687280178070068 (1.7179409721077714) | > loss_feat: 9.323338508605957 (8.23871416139931) | > loss_mel: 13.783804893493652 (12.844349660371481) | > loss_duration: 1.6315124034881592 (1.6634042691311526) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.379776000976562 (27.22579388214739) | > grad_norm_1: tensor(394.7319, device='cuda:0') (tensor(361.0970, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8851 (0.8564141025805089) | > loader_time: 0.011 (0.010454340984946802)  --> TIME: 2025-05-12 01:05:44 -- STEP: 487/725 -- GLOBAL_STEP: 388550 | > loss_disc: 2.2560274600982666 (2.2024309985201938) | > loss_disc_real_0: 0.15940333902835846 (0.13646414683217628) | > loss_disc_real_1: 0.19474628567695618 (0.19105432924548704) | > loss_disc_real_2: 0.17829664051532745 (0.1886676831105896) | > loss_disc_real_3: 0.17860524356365204 (0.20537747672206322) | > loss_disc_real_4: 0.1972540318965912 (0.19387003060361438) | > loss_disc_real_5: 0.2429150938987732 (0.2079963967418279) | > loss_0: 2.2560274600982666 (2.2024309985201938) | > grad_norm_0: tensor(21.8488, device='cuda:0') (tensor(21.8970, device='cuda:0')) | > loss_gen: 2.6716196537017822 (2.76376477306139) | > loss_kl: 1.6976546049118042 (1.7204776250850982) | > loss_feat: 7.833399772644043 (8.253909578068791) | > loss_mel: 12.348164558410645 (12.864968856012554) | > loss_duration: 1.642077922821045 (1.6636264669332177) | > amp_scaler: 512.0 (261.782340862423) | > loss_1: 26.192916870117188 (27.266747363049383) | > grad_norm_1: tensor(238.1755, device='cuda:0') (tensor(366.7847, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.828 (0.8556278393253895) | > loader_time: 0.0097 (0.0104557346759146)  --> TIME: 2025-05-12 01:06:27 -- STEP: 537/725 -- GLOBAL_STEP: 388600 | > loss_disc: 2.3181166648864746 (2.2000054047760336) | > loss_disc_real_0: 0.12943537533283234 (0.13596410397266762) | > loss_disc_real_1: 0.2124287337064743 (0.19091319768677434) | > loss_disc_real_2: 0.21215906739234924 (0.18842684789742836) | > loss_disc_real_3: 0.24553056061267853 (0.20539561657710226) | > loss_disc_real_4: 0.21568043529987335 (0.19362905887918094) | > loss_disc_real_5: 0.23613408207893372 (0.20793675613247928) | > loss_0: 2.3181166648864746 (2.2000054047760336) | > grad_norm_0: tensor(22.0249, device='cuda:0') (tensor(21.6488, device='cuda:0')) | > loss_gen: 2.6516919136047363 (2.7649657135791186) | > loss_kl: 1.527891755104065 (1.720515679602738) | > loss_feat: 7.003005504608154 (8.26399758852172) | > loss_mel: 11.602150917053223 (12.875456202629561) | > loss_duration: 1.6986664533615112 (1.6640950527937057) | > amp_scaler: 512.0 (285.08007448789573) | > loss_1: 24.48340606689453 (27.289030298840398) | > grad_norm_1: tensor(370.5054, device='cuda:0') (tensor(362.8267, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8475 (0.8548384316584693) | > loader_time: 0.0095 (0.010422187588512344)  --> TIME: 2025-05-12 01:07:10 -- STEP: 587/725 -- GLOBAL_STEP: 388650 | > loss_disc: 2.1533730030059814 (2.199336681495937) | > loss_disc_real_0: 0.10981059074401855 (0.13593232846188985) | > loss_disc_real_1: 0.18245911598205566 (0.19071018023121294) | > loss_disc_real_2: 0.182525634765625 (0.18832833991343154) | > loss_disc_real_3: 0.2285253405570984 (0.20549851777809447) | > loss_disc_real_4: 0.2007431834936142 (0.19356899268074781) | > loss_disc_real_5: 0.18300625681877136 (0.20788314446070738) | > loss_0: 2.1533730030059814 (2.199336681495937) | > grad_norm_0: tensor(13.9013, device='cuda:0') (tensor(21.4395, device='cuda:0')) | > loss_gen: 2.7733657360076904 (2.7657230826415238) | > loss_kl: 1.7286244630813599 (1.7187524818683595) | > loss_feat: 8.72472095489502 (8.271051269576741) | > loss_mel: 13.642271995544434 (12.880466802359846) | > loss_duration: 1.6609644889831543 (1.6637727125742976) | > amp_scaler: 512.0 (304.40885860306645) | > loss_1: 28.52994728088379 (27.299766397557413) | > grad_norm_1: tensor(477.3578, device='cuda:0') (tensor(359.9279, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8479 (0.8542554504420524) | > loader_time: 0.0108 (0.01039715682424516)  --> TIME: 2025-05-12 01:07:53 -- STEP: 637/725 -- GLOBAL_STEP: 388700 | > loss_disc: 2.164407730102539 (2.1988779544081725) | > loss_disc_real_0: 0.14684003591537476 (0.1358537040124507) | > loss_disc_real_1: 0.18903177976608276 (0.19063438589756299) | > loss_disc_real_2: 0.18531958758831024 (0.18830730909923168) | > loss_disc_real_3: 0.2307714819908142 (0.2053922022717715) | > loss_disc_real_4: 0.19467052817344666 (0.19374545384052227) | > loss_disc_real_5: 0.21557313203811646 (0.20762898750731867) | > loss_0: 2.164407730102539 (2.1988779544081725) | > grad_norm_0: tensor(18.2698, device='cuda:0') (tensor(21.3141, device='cuda:0')) | > loss_gen: 2.8062405586242676 (2.767157696105622) | > loss_kl: 1.8152499198913574 (1.7194189003535671) | > loss_feat: 8.254735946655273 (8.274864816590792) | > loss_mel: 13.086771011352539 (12.888805161839938) | > loss_duration: 1.6265581846237183 (1.6635375947368396) | > amp_scaler: 512.0 (320.70329670329676) | > loss_1: 27.589555740356445 (27.31378423550065) | > grad_norm_1: tensor(426.8459, device='cuda:0') (tensor(358.4999, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8427 (0.8539321568547459) | > loader_time: 0.0098 (0.010405746322224612)  --> TIME: 2025-05-12 01:08:36 -- STEP: 687/725 -- GLOBAL_STEP: 388750 | > loss_disc: 2.2068049907684326 (2.1983825789094804) | > loss_disc_real_0: 0.11428710073232651 (0.13570879809721054) | > loss_disc_real_1: 0.16141152381896973 (0.19053991314625635) | > loss_disc_real_2: 0.208338662981987 (0.18831757170838195) | > loss_disc_real_3: 0.20120708644390106 (0.2052507091210573) | > loss_disc_real_4: 0.17522983253002167 (0.19379057367555969) | > loss_disc_real_5: 0.22516490519046783 (0.20768884431673806) | > loss_0: 2.2068049907684326 (2.1983825789094804) | > grad_norm_0: tensor(9.6559, device='cuda:0') (tensor(21.3549, device='cuda:0')) | > loss_gen: 2.739788770675659 (2.7687347403780347) | > loss_kl: 1.6991640329360962 (1.7175846806086126) | > loss_feat: 9.104061126708984 (8.291815732070283) | > loss_mel: 12.96217155456543 (12.90131414266306) | > loss_duration: 1.6683269739151 (1.6638015867841303) | > amp_scaler: 512.0 (334.6259097525471) | > loss_1: 28.173511505126953 (27.34325095208624) | > grad_norm_1: tensor(96.1410, device='cuda:0') (tensor(359.4365, device='cuda:0')) | > current_lr_0: 0.00018854065852851368 | > current_lr_1: 0.00018854065852851368 | > step_time: 0.8603 (0.853110807951881) | > loader_time: 0.01 (0.010408344227153662)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3296549320220947 (2.3296549320220947) | > loss_disc_real_0: 0.13536407053470612 (0.13536407053470612) | > loss_disc_real_1: 0.17818696796894073 (0.17818696796894073) | > loss_disc_real_2: 0.21263612806797028 (0.21263612806797028) | > loss_disc_real_3: 0.25598207116127014 (0.25598207116127014) | > loss_disc_real_4: 0.2659939229488373 (0.2659939229488373) | > loss_disc_real_5: 0.22774392366409302 (0.22774392366409302) | > loss_0: 2.3296549320220947 (2.3296549320220947) | > loss_gen: 2.644076108932495 (2.644076108932495) | > loss_kl: 2.165519952774048 (2.165519952774048) | > loss_feat: 8.121950149536133 (8.121950149536133) | > loss_mel: 13.741690635681152 (13.741690635681152) | > loss_duration: 1.7339825630187988 (1.7339825630187988) | > loss_1: 28.407217025756836 (28.407217025756836)  --> STEP: 1 | > loss_disc: 2.3289031982421875 (2.3289031982421875) | > loss_disc_real_0: 0.15555299818515778 (0.15555299818515778) | > loss_disc_real_1: 0.1828945130109787 (0.1828945130109787) | > loss_disc_real_2: 0.2084234207868576 (0.2084234207868576) | > loss_disc_real_3: 0.250776469707489 (0.250776469707489) | > loss_disc_real_4: 0.26199567317962646 (0.26199567317962646) | > loss_disc_real_5: 0.22667980194091797 (0.22667980194091797) | > loss_0: 2.3289031982421875 (2.3289031982421875) | > loss_gen: 2.628668785095215 (2.628668785095215) | > loss_kl: 2.2626917362213135 (2.2626917362213135) | > loss_feat: 7.520728588104248 (7.520728588104248) | > loss_mel: 12.461654663085938 (12.461654663085938) | > loss_duration: 1.8584935665130615 (1.8584935665130615) | > loss_1: 26.73223876953125 (26.73223876953125)  --> STEP: 2 | > loss_disc: 2.209458827972412 (2.2691810131073) | > loss_disc_real_0: 0.11861176788806915 (0.13708238303661346) | > loss_disc_real_1: 0.16851931810379028 (0.1757069155573845) | > loss_disc_real_2: 0.18905696272850037 (0.19874019175767899) | > loss_disc_real_3: 0.2262696772813797 (0.23852307349443436) | > loss_disc_real_4: 0.25938788056373596 (0.2606917768716812) | > loss_disc_real_5: 0.1786835640668869 (0.20268168300390244) | > loss_0: 2.209458827972412 (2.2691810131073) | > loss_gen: 2.642745018005371 (2.635706901550293) | > loss_kl: 2.0028531551361084 (2.132772445678711) | > loss_feat: 8.488884925842285 (8.004806756973267) | > loss_mel: 13.633289337158203 (13.04747200012207) | > loss_duration: 1.871448278427124 (1.8649709224700928) | > loss_1: 28.63922119140625 (27.68572998046875)  --> STEP: 3 | > loss_disc: 2.450408458709717 (2.329590161641439) | > loss_disc_real_0: 0.15104006230831146 (0.14173494279384613) | > loss_disc_real_1: 0.1915639191865921 (0.18099258343378702) | > loss_disc_real_2: 0.2295394092798233 (0.20900659759839377) | > loss_disc_real_3: 0.2665689289569855 (0.2478716919819514) | > loss_disc_real_4: 0.26649370789527893 (0.2626257538795471) | > loss_disc_real_5: 0.22773095965385437 (0.21103144188721976) | > loss_0: 2.450408458709717 (2.329590161641439) | > loss_gen: 2.554917812347412 (2.6087772051493325) | > loss_kl: 2.094541072845459 (2.1200286547342935) | > loss_feat: 7.491466999053955 (7.833693504333496) | > loss_mel: 12.648822784423828 (12.914588928222656) | > loss_duration: 1.839162826538086 (1.8563682238260906) | > loss_1: 26.6289119720459 (27.333457310994465)  --> STEP: 4 | > loss_disc: 2.342829704284668 (2.332900047302246) | > loss_disc_real_0: 0.17115065455436707 (0.14908887073397636) | > loss_disc_real_1: 0.19433167576789856 (0.1843273565173149) | > loss_disc_real_2: 0.21321523189544678 (0.210058756172657) | > loss_disc_real_3: 0.2611672580242157 (0.25119558349251747) | > loss_disc_real_4: 0.24207155406475067 (0.257487203925848) | > loss_disc_real_5: 0.24017180502414703 (0.21831653267145157) | > loss_0: 2.342829704284668 (2.332900047302246) | > loss_gen: 2.692692995071411 (2.6297561526298523) | > loss_kl: 2.015645980834961 (2.0939329862594604) | > loss_feat: 6.660199165344238 (7.540319919586182) | > loss_mel: 11.743297576904297 (12.621766090393066) | > loss_duration: 1.7886778116226196 (1.8394456207752228) | > loss_1: 24.900514602661133 (26.725221633911133) --> EVAL PERFORMANCE | > avg_loader_time: 0.33144843578338623 (+0.0036572813987731934) | > avg_loss_disc: 2.332900047302246 (-0.0021517276763916016) | > avg_loss_disc_real_0: 0.14908887073397636 (-0.013997465372085571) | > avg_loss_disc_real_1: 0.1843273565173149 (+0.001326441764831543) | > avg_loss_disc_real_2: 0.210058756172657 (+0.03354136645793915) | > avg_loss_disc_real_3: 0.25119558349251747 (+0.07090020924806595) | > avg_loss_disc_real_4: 0.257487203925848 (+0.04074842855334282) | > avg_loss_disc_real_5: 0.21831653267145157 (-0.0005637630820274353) | > avg_loss_0: 2.332900047302246 (-0.0021517276763916016) | > avg_loss_gen: 2.6297561526298523 (+0.2825026512145996) | > avg_loss_kl: 2.0939329862594604 (+0.024111151695251465) | > avg_loss_feat: 7.540319919586182 (+0.014327287673950195) | > avg_loss_mel: 12.621766090393066 (-0.04103517532348633) | > avg_loss_duration: 1.8394456207752228 (-0.00798332691192627) | > avg_loss_1: 26.725221633911133 (+0.2719240188598633)  > EPOCH: 473/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 01:09:16)   --> TIME: 2025-05-12 01:09:28 -- STEP: 12/725 -- GLOBAL_STEP: 388800 | > loss_disc: 2.166081666946411 (2.231814444065094) | > loss_disc_real_0: 0.12406031042337418 (0.13981854108472666) | > loss_disc_real_1: 0.19473424553871155 (0.19067285706599554) | > loss_disc_real_2: 0.1773453801870346 (0.18931557362278303) | > loss_disc_real_3: 0.19035546481609344 (0.20561051989595094) | > loss_disc_real_4: 0.15338245034217834 (0.19152808437744775) | > loss_disc_real_5: 0.20762519538402557 (0.21133235345284143) | > loss_0: 2.166081666946411 (2.231814444065094) | > grad_norm_0: tensor(20.8939, device='cuda:0') (tensor(20.2467, device='cuda:0')) | > loss_gen: 2.872901439666748 (2.7418065865834556) | > loss_kl: 1.772841453552246 (1.7293519377708435) | > loss_feat: 9.373798370361328 (8.189694801966349) | > loss_mel: 14.739548683166504 (13.11338178316752) | > loss_duration: 1.6960786581039429 (1.6679028570652008) | > amp_scaler: 512.0 (512.0) | > loss_1: 30.455169677734375 (27.442137877146404) | > grad_norm_1: tensor(171.3566, device='cuda:0') (tensor(325.3991, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8567 (0.83792112270991) | > loader_time: 0.009 (0.01031877597173055)  --> TIME: 2025-05-12 01:10:12 -- STEP: 62/725 -- GLOBAL_STEP: 388850 | > loss_disc: 2.237835168838501 (2.2170833733773994) | > loss_disc_real_0: 0.1318242847919464 (0.1361280388889774) | > loss_disc_real_1: 0.19307294487953186 (0.19179730309594062) | > loss_disc_real_2: 0.18465307354927063 (0.18982705521968105) | > loss_disc_real_3: 0.17771129310131073 (0.20671425928031245) | > loss_disc_real_4: 0.18424095213413239 (0.19472477392804238) | > loss_disc_real_5: 0.215569868683815 (0.2090068954613901) | > loss_0: 2.237835168838501 (2.2170833733773994) | > grad_norm_0: tensor(20.3090, device='cuda:0') (tensor(20.0761, device='cuda:0')) | > loss_gen: 2.5602235794067383 (2.7374487269309253) | > loss_kl: 1.5250794887542725 (1.7227572010409447) | > loss_feat: 6.797077178955078 (8.182783665195585) | > loss_mel: 11.366217613220215 (12.814841670374717) | > loss_duration: 1.6938464641571045 (1.6625165612466875) | > amp_scaler: 512.0 (512.0) | > loss_1: 23.942441940307617 (27.120347915157193) | > grad_norm_1: tensor(328.4630, device='cuda:0') (tensor(337.2202, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.845 (0.8500658504424556) | > loader_time: 0.0096 (0.010334472502431562)  --> TIME: 2025-05-12 01:10:55 -- STEP: 112/725 -- GLOBAL_STEP: 388900 | > loss_disc: 2.1769025325775146 (2.2055132538080198) | > loss_disc_real_0: 0.2455933839082718 (0.13765726324969108) | > loss_disc_real_1: 0.21495665609836578 (0.19064726574080335) | > loss_disc_real_2: 0.19155575335025787 (0.18845249898731709) | > loss_disc_real_3: 0.20099137723445892 (0.20648863512490476) | > loss_disc_real_4: 0.18181617558002472 (0.19278548631284917) | > loss_disc_real_5: 0.22661373019218445 (0.20920615150992358) | > loss_0: 2.1769025325775146 (2.2055132538080198) | > grad_norm_0: tensor(42.9847, device='cuda:0') (tensor(21.6844, device='cuda:0')) | > loss_gen: 2.895061731338501 (2.7610480487346645) | > loss_kl: 1.5471516847610474 (1.7175063150269645) | > loss_feat: 8.31348705291748 (8.276279087577546) | > loss_mel: 13.357529640197754 (12.846050449780055) | > loss_duration: 1.6775994300842285 (1.6659469146813666) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.790828704833984 (27.266830904143198) | > grad_norm_1: tensor(512.1915, device='cuda:0') (tensor(354.6373, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8246 (0.8490282531295504) | > loader_time: 0.0095 (0.010222911834716797)  --> TIME: 2025-05-12 01:11:38 -- STEP: 162/725 -- GLOBAL_STEP: 388950 | > loss_disc: 2.2800824642181396 (2.198582187110994) | > loss_disc_real_0: 0.1167370080947876 (0.1363013772132957) | > loss_disc_real_1: 0.172567218542099 (0.18976979905072552) | > loss_disc_real_2: 0.19007821381092072 (0.1874872538962482) | > loss_disc_real_3: 0.2152746021747589 (0.205616291290448) | > loss_disc_real_4: 0.1782442033290863 (0.19244647973481518) | > loss_disc_real_5: 0.22318901121616364 (0.20910770722009517) | > loss_0: 2.2800824642181396 (2.198582187110994) | > grad_norm_0: tensor(17.9302, device='cuda:0') (tensor(21.4151, device='cuda:0')) | > loss_gen: 2.6816422939300537 (2.763490124985026) | > loss_kl: 1.578194499015808 (1.718928795537831) | > loss_feat: 7.835707664489746 (8.304517625290664) | > loss_mel: 11.89880657196045 (12.839006783049783) | > loss_duration: 1.614466905593872 (1.6655169291260794) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.60881996154785 (27.29146040221792) | > grad_norm_1: tensor(280.5618, device='cuda:0') (tensor(349.6769, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8345 (0.8493084907531738) | > loader_time: 0.0098 (0.010279578927122517)  --> TIME: 2025-05-12 01:12:22 -- STEP: 212/725 -- GLOBAL_STEP: 389000 | > loss_disc: 2.2424376010894775 (2.20065734521398) | > loss_disc_real_0: 0.15264135599136353 (0.13576728000112312) | > loss_disc_real_1: 0.18898563086986542 (0.1902470329319531) | > loss_disc_real_2: 0.1813526749610901 (0.18813103563943007) | > loss_disc_real_3: 0.214043989777565 (0.20561482771387637) | > loss_disc_real_4: 0.18807902932167053 (0.1931214868178907) | > loss_disc_real_5: 0.21386168897151947 (0.20959265410618963) | > loss_0: 2.2424376010894775 (2.20065734521398) | > grad_norm_0: tensor(19.9683, device='cuda:0') (tensor(21.1932, device='cuda:0')) | > loss_gen: 2.6500067710876465 (2.765534300849125) | > loss_kl: 1.7022368907928467 (1.7156730715958577) | > loss_feat: 7.739798069000244 (8.325879085738695) | > loss_mel: 12.2554349899292 (12.893834694376531) | > loss_duration: 1.689911961555481 (1.6653995277746663) | > amp_scaler: 512.0 (512.0) | > loss_1: 26.037389755249023 (27.366320807978795) | > grad_norm_1: tensor(137.1837, device='cuda:0') (tensor(347.6009, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8486 (0.8500673950843092) | > loader_time: 0.0124 (0.010273700615145126) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_389000.pth  --> TIME: 2025-05-12 01:13:07 -- STEP: 262/725 -- GLOBAL_STEP: 389050 | > loss_disc: 2.308534860610962 (2.1987839227414305) | > loss_disc_real_0: 0.10579681396484375 (0.13609428917064934) | > loss_disc_real_1: 0.20744068920612335 (0.1904953894496874) | > loss_disc_real_2: 0.2148841917514801 (0.1882313642906779) | > loss_disc_real_3: 0.2389429211616516 (0.20494956767741052) | > loss_disc_real_4: 0.19979308545589447 (0.19310042688637286) | > loss_disc_real_5: 0.20314273238182068 (0.209111375776866) | > loss_0: 2.308534860610962 (2.1987839227414305) | > grad_norm_0: tensor(23.6063, device='cuda:0') (tensor(21.7744, device='cuda:0')) | > loss_gen: 2.5562241077423096 (2.773736061940668) | > loss_kl: 1.7624160051345825 (1.7144889845192888) | > loss_feat: 7.576285362243652 (8.364551733468316) | > loss_mel: 11.924242973327637 (12.924990843270571) | > loss_duration: 1.672981858253479 (1.6657036624791963) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.492149353027344 (27.443471377132507) | > grad_norm_1: tensor(445.3739, device='cuda:0') (tensor(357.0231, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8902 (0.8503014768352946) | > loader_time: 0.0104 (0.010277865497210553)  --> TIME: 2025-05-12 01:13:50 -- STEP: 312/725 -- GLOBAL_STEP: 389100 | > loss_disc: 2.056985855102539 (2.197648296753565) | > loss_disc_real_0: 0.10943057388067245 (0.13615930118621933) | > loss_disc_real_1: 0.18480585515499115 (0.19012889079749581) | > loss_disc_real_2: 0.18631839752197266 (0.1883463527625188) | > loss_disc_real_3: 0.21108286082744598 (0.20438413288539797) | > loss_disc_real_4: 0.20038554072380066 (0.19291144217818212) | > loss_disc_real_5: 0.19803652167320251 (0.20916365569409648) | > loss_0: 2.056985855102539 (2.197648296753565) | > grad_norm_0: tensor(17.0928, device='cuda:0') (tensor(21.1374, device='cuda:0')) | > loss_gen: 2.8725650310516357 (2.7717259457478183) | > loss_kl: 1.8565691709518433 (1.7208004674086204) | > loss_feat: 8.837274551391602 (8.368596894618785) | > loss_mel: 14.245141983032227 (12.933980871469549) | > loss_duration: 1.6706151962280273 (1.6648727449086989) | > amp_scaler: 512.0 (512.0) | > loss_1: 29.482166290283203 (27.459976997130955) | > grad_norm_1: tensor(329.4612, device='cuda:0') (tensor(343.9901, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8361 (0.8498720068197986) | > loader_time: 0.01 (0.010250184780512105)  --> TIME: 2025-05-12 01:14:34 -- STEP: 362/725 -- GLOBAL_STEP: 389150 | > loss_disc: 2.174562692642212 (2.196171118409594) | > loss_disc_real_0: 0.19153697788715363 (0.13568361887698027) | > loss_disc_real_1: 0.20344778895378113 (0.19008803211193717) | > loss_disc_real_2: 0.19170060753822327 (0.18822988727804038) | > loss_disc_real_3: 0.19668669998645782 (0.20432183726881087) | > loss_disc_real_4: 0.20594267547130585 (0.19321049013025846) | > loss_disc_real_5: 0.21556179225444794 (0.20911364697784346) | > loss_0: 2.174562692642212 (2.196171118409594) | > grad_norm_0: tensor(30.1542, device='cuda:0') (tensor(20.8267, device='cuda:0')) | > loss_gen: 2.8709616661071777 (2.7698739826349943) | > loss_kl: 1.746154546737671 (1.715816860040907) | > loss_feat: 8.466712951660156 (8.350229258036736) | > loss_mel: 12.511870384216309 (12.912497891905563) | > loss_duration: 1.602745771408081 (1.66358963922901) | > amp_scaler: 256.0 (476.64088397790056) | > loss_1: 27.19844627380371 (27.412007658521116) | > grad_norm_1: tensor(431.1084, device='cuda:0') (tensor(340.7473, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8474 (0.8497147672084157) | > loader_time: 0.0109 (0.010234659547963853)  --> TIME: 2025-05-12 01:15:17 -- STEP: 412/725 -- GLOBAL_STEP: 389200 | > loss_disc: 2.2335073947906494 (2.1944748846072586) | > loss_disc_real_0: 0.16842018067836761 (0.1353464308511285) | > loss_disc_real_1: 0.21350404620170593 (0.18994806913062207) | > loss_disc_real_2: 0.18379363417625427 (0.18832804468794928) | > loss_disc_real_3: 0.21451136469841003 (0.20428813925211867) | > loss_disc_real_4: 0.21993407607078552 (0.19334680431531465) | > loss_disc_real_5: 0.17755983769893646 (0.2083650386521538) | > loss_0: 2.2335073947906494 (2.1944748846072586) | > grad_norm_0: tensor(8.5190, device='cuda:0') (tensor(21.2226, device='cuda:0')) | > loss_gen: 2.814814567565918 (2.772322110180717) | > loss_kl: 1.8351527452468872 (1.714632245232758) | > loss_feat: 7.7095794677734375 (8.333311201299267) | > loss_mel: 11.793365478515625 (12.884556068957435) | > loss_duration: 1.6679275035858154 (1.6641237047112099) | > amp_scaler: 256.0 (449.86407766990294) | > loss_1: 25.820838928222656 (27.368945357868974) | > grad_norm_1: tensor(314.6453, device='cuda:0') (tensor(347.9389, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8638 (0.8510270454351185) | > loader_time: 0.011 (0.010221149157551885)  --> TIME: 2025-05-12 01:16:00 -- STEP: 462/725 -- GLOBAL_STEP: 389250 | > loss_disc: 2.1719398498535156 (2.1942401303873416) | > loss_disc_real_0: 0.11332447826862335 (0.13541523857421178) | > loss_disc_real_1: 0.18001233041286469 (0.18979232742156818) | > loss_disc_real_2: 0.19111043214797974 (0.18817185097700584) | > loss_disc_real_3: 0.2454402893781662 (0.20417959110819414) | > loss_disc_real_4: 0.17499524354934692 (0.1933490358196295) | > loss_disc_real_5: 0.21614843606948853 (0.20857883567288837) | > loss_0: 2.1719398498535156 (2.1942401303873416) | > grad_norm_0: tensor(20.8254, device='cuda:0') (tensor(21.2483, device='cuda:0')) | > loss_gen: 2.8044495582580566 (2.771367934875159) | > loss_kl: 1.7177236080169678 (1.7174167452436504) | > loss_feat: 8.352811813354492 (8.323896122185179) | > loss_mel: 12.564929008483887 (12.86538088166869) | > loss_duration: 1.6850464344024658 (1.663833332526219) | > amp_scaler: 256.0 (428.8831168831169) | > loss_1: 27.12495994567871 (27.341895049784608) | > grad_norm_1: tensor(451.9833, device='cuda:0') (tensor(351.1155, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8021 (0.8506624208384264) | > loader_time: 0.0106 (0.010258145146555715)  --> TIME: 2025-05-12 01:16:44 -- STEP: 512/725 -- GLOBAL_STEP: 389300 | > loss_disc: 2.347604274749756 (2.195541107095776) | > loss_disc_real_0: 0.20512622594833374 (0.13571583731391007) | > loss_disc_real_1: 0.200474813580513 (0.19008307656622492) | > loss_disc_real_2: 0.22728869318962097 (0.18833762354915956) | > loss_disc_real_3: 0.2104034423828125 (0.20423355197999624) | > loss_disc_real_4: 0.1752624809741974 (0.19356240649358364) | > loss_disc_real_5: 0.20987963676452637 (0.20822747045895082) | > loss_0: 2.347604274749756 (2.195541107095776) | > grad_norm_0: tensor(31.6986, device='cuda:0') (tensor(21.3989, device='cuda:0')) | > loss_gen: 2.4973134994506836 (2.7713915640488276) | > loss_kl: 1.7821321487426758 (1.717760514933616) | > loss_feat: 6.841075420379639 (8.315918555483218) | > loss_mel: 10.81490707397461 (12.871959516778592) | > loss_duration: 1.633440613746643 (1.6643329877406354) | > amp_scaler: 256.0 (412.0) | > loss_1: 23.56886863708496 (27.341363169252872) | > grad_norm_1: tensor(282.5909, device='cuda:0') (tensor(354.6587, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8524 (0.8509399765171112) | > loader_time: 0.0097 (0.010245643556118011)  --> TIME: 2025-05-12 01:17:27 -- STEP: 562/725 -- GLOBAL_STEP: 389350 | > loss_disc: 2.0815799236297607 (2.1937720979235764) | > loss_disc_real_0: 0.08432377129793167 (0.13547009706921434) | > loss_disc_real_1: 0.16838082671165466 (0.18993020004649175) | > loss_disc_real_2: 0.1782819926738739 (0.1880868899228309) | > loss_disc_real_3: 0.20957057178020477 (0.20425626794638577) | > loss_disc_real_4: 0.176273375749588 (0.1935374129073051) | > loss_disc_real_5: 0.21629104018211365 (0.2077596249370388) | > loss_0: 2.0815799236297607 (2.1937720979235764) | > grad_norm_0: tensor(12.6123, device='cuda:0') (tensor(21.8548, device='cuda:0')) | > loss_gen: 3.140770673751831 (2.777380934389461) | > loss_kl: 1.6356374025344849 (1.7182682404738732) | > loss_feat: 9.691112518310547 (8.344420192928924) | > loss_mel: 14.511664390563965 (12.91274940246365) | > loss_duration: 1.625907063484192 (1.6640399225666) | > amp_scaler: 256.0 (398.1209964412812) | > loss_1: 30.605091094970703 (27.416858703640433) | > grad_norm_1: tensor(272.3421, device='cuda:0') (tensor(361.9307, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8935 (0.8510486163278492) | > loader_time: 0.0109 (0.010268095125082973)  --> TIME: 2025-05-12 01:18:11 -- STEP: 612/725 -- GLOBAL_STEP: 389400 | > loss_disc: 2.240800380706787 (2.1951365529322153) | > loss_disc_real_0: 0.11805970221757889 (0.1354438240329425) | > loss_disc_real_1: 0.19683317840099335 (0.18997002539097088) | > loss_disc_real_2: 0.18822067975997925 (0.1883308275121879) | > loss_disc_real_3: 0.17132927477359772 (0.20460263240376314) | > loss_disc_real_4: 0.20193053781986237 (0.19365351440178025) | > loss_disc_real_5: 0.1614307165145874 (0.20763097761892807) | > loss_0: 2.240800380706787 (2.1951365529322153) | > grad_norm_0: tensor(27.4946, device='cuda:0') (tensor(21.8056, device='cuda:0')) | > loss_gen: 2.516362428665161 (2.7736232304105566) | > loss_kl: 1.826676607131958 (1.7183835181145894) | > loss_feat: 7.512723445892334 (8.327247658586188) | > loss_mel: 12.286076545715332 (12.903162256564974) | > loss_duration: 1.5985689163208008 (1.66355511214998) | > amp_scaler: 256.0 (386.5098039215686) | > loss_1: 25.74040985107422 (27.38597178926655) | > grad_norm_1: tensor(564.9009, device='cuda:0') (tensor(363.4376, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8215 (0.8511870596923082) | > loader_time: 0.0101 (0.010300061281989605)  --> TIME: 2025-05-12 01:18:54 -- STEP: 662/725 -- GLOBAL_STEP: 389450 | > loss_disc: 2.2154178619384766 (2.1938114139248603) | > loss_disc_real_0: 0.14945350587368011 (0.13524047935837352) | > loss_disc_real_1: 0.1770872175693512 (0.18987948278646094) | > loss_disc_real_2: 0.16259244084358215 (0.18831601747933485) | > loss_disc_real_3: 0.19704970717430115 (0.20479274162983238) | > loss_disc_real_4: 0.17104610800743103 (0.1935968300907272) | > loss_disc_real_5: 0.17296291887760162 (0.20721753225225698) | > loss_0: 2.2154178619384766 (2.1938114139248603) | > grad_norm_0: tensor(10.6714, device='cuda:0') (tensor(21.9395, device='cuda:0')) | > loss_gen: 2.770571231842041 (2.7755807836250233) | > loss_kl: 1.6641958951950073 (1.7184992045434226) | > loss_feat: 8.114761352539062 (8.330710094861043) | > loss_mel: 13.146125793457031 (12.915794672202493) | > loss_duration: 1.684272050857544 (1.6639207990508065) | > amp_scaler: 256.0 (376.6525679758307) | > loss_1: 27.379926681518555 (27.40450557120977) | > grad_norm_1: tensor(370.3047, device='cuda:0') (tensor(366.7067, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8757 (0.8511221502482713) | > loader_time: 0.0103 (0.01028991141708236)  --> TIME: 2025-05-12 01:19:37 -- STEP: 712/725 -- GLOBAL_STEP: 389500 | > loss_disc: 2.1583967208862305 (2.1945837061391797) | > loss_disc_real_0: 0.15842247009277344 (0.1353557139969943) | > loss_disc_real_1: 0.1967317759990692 (0.18991285246493442) | > loss_disc_real_2: 0.21110017597675323 (0.18850861360015503) | > loss_disc_real_3: 0.2026578038930893 (0.20462129269255672) | > loss_disc_real_4: 0.19613301753997803 (0.19368145439062215) | > loss_disc_real_5: 0.185646653175354 (0.20742937539484393) | > loss_0: 2.1583967208862305 (2.1945837061391797) | > grad_norm_0: tensor(9.2274, device='cuda:0') (tensor(21.9834, device='cuda:0')) | > loss_gen: 2.735027551651001 (2.775218384654334) | > loss_kl: 1.7084418535232544 (1.7173621230915697) | > loss_feat: 8.258851051330566 (8.324773332376168) | > loss_mel: 13.448603630065918 (12.921933229049944) | > loss_duration: 1.6562647819519043 (1.6636255028542508) | > amp_scaler: 256.0 (368.1797752808987) | > loss_1: 27.80718994140625 (27.40291257922569) | > grad_norm_1: tensor(124.2749, device='cuda:0') (tensor(366.6013, device='cuda:0')) | > current_lr_0: 0.00018851709094619762 | > current_lr_1: 0.00018851709094619762 | > step_time: 0.8174 (0.8510539350884686) | > loader_time: 0.0097 (0.010283327839347762)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.316131114959717 (2.316131114959717) | > loss_disc_real_0: 0.13347187638282776 (0.13347187638282776) | > loss_disc_real_1: 0.15890683233737946 (0.15890683233737946) | > loss_disc_real_2: 0.2637627124786377 (0.2637627124786377) | > loss_disc_real_3: 0.22094061970710754 (0.22094061970710754) | > loss_disc_real_4: 0.26558881998062134 (0.26558881998062134) | > loss_disc_real_5: 0.22306707501411438 (0.22306707501411438) | > loss_0: 2.316131114959717 (2.316131114959717) | > loss_gen: 2.674788475036621 (2.674788475036621) | > loss_kl: 2.151022434234619 (2.151022434234619) | > loss_feat: 8.359759330749512 (8.359759330749512) | > loss_mel: 13.535447120666504 (13.535447120666504) | > loss_duration: 1.7453397512435913 (1.7453397512435913) | > loss_1: 28.466360092163086 (28.466360092163086)  --> STEP: 1 | > loss_disc: 2.3021607398986816 (2.3021607398986816) | > loss_disc_real_0: 0.13581213355064392 (0.13581213355064392) | > loss_disc_real_1: 0.16564545035362244 (0.16564545035362244) | > loss_disc_real_2: 0.26683151721954346 (0.26683151721954346) | > loss_disc_real_3: 0.22819654643535614 (0.22819654643535614) | > loss_disc_real_4: 0.2642374634742737 (0.2642374634742737) | > loss_disc_real_5: 0.23641270399093628 (0.23641270399093628) | > loss_0: 2.3021607398986816 (2.3021607398986816) | > loss_gen: 2.8062024116516113 (2.8062024116516113) | > loss_kl: 2.1906514167785645 (2.1906514167785645) | > loss_feat: 8.554920196533203 (8.554920196533203) | > loss_mel: 14.537055015563965 (14.537055015563965) | > loss_duration: 1.8631314039230347 (1.8631314039230347) | > loss_1: 29.95195960998535 (29.95195960998535)  --> STEP: 2 | > loss_disc: 2.304433584213257 (2.3032971620559692) | > loss_disc_real_0: 0.14089131355285645 (0.13835172355175018) | > loss_disc_real_1: 0.17675571143627167 (0.17120058089494705) | > loss_disc_real_2: 0.2766052186489105 (0.271718367934227) | > loss_disc_real_3: 0.24101051688194275 (0.23460353165864944) | > loss_disc_real_4: 0.2439006268978119 (0.2540690451860428) | > loss_disc_real_5: 0.20893992483615875 (0.22267631441354752) | > loss_0: 2.304433584213257 (2.3032971620559692) | > loss_gen: 2.6991052627563477 (2.7526538372039795) | > loss_kl: 2.050377607345581 (2.1205145120620728) | > loss_feat: 8.060070991516113 (8.307495594024658) | > loss_mel: 13.159711837768555 (13.84838342666626) | > loss_duration: 1.8803541660308838 (1.8717427849769592) | > loss_1: 27.849618911743164 (28.900789260864258)  --> STEP: 3 | > loss_disc: 2.278252601623535 (2.2949489752451577) | > loss_disc_real_0: 0.13277305662631989 (0.1364921679099401) | > loss_disc_real_1: 0.17404332756996155 (0.17214816311995187) | > loss_disc_real_2: 0.2522672712802887 (0.2652346690495809) | > loss_disc_real_3: 0.2242424190044403 (0.23114982744057974) | > loss_disc_real_4: 0.2688191533088684 (0.2589857478936513) | > loss_disc_real_5: 0.20854462683200836 (0.2179657518863678) | > loss_0: 2.278252601623535 (2.2949489752451577) | > loss_gen: 2.7111968994140625 (2.738834857940674) | > loss_kl: 2.0364153385162354 (2.0924814542134604) | > loss_feat: 8.420074462890625 (8.345021883646647) | > loss_mel: 13.84000015258789 (13.84558900197347) | > loss_duration: 1.8754522800445557 (1.8729792833328247) | > loss_1: 28.88313865661621 (28.89490572611491)  --> STEP: 4 | > loss_disc: 2.4111900329589844 (2.3240092396736145) | > loss_disc_real_0: 0.15335728228092194 (0.14070844650268555) | > loss_disc_real_1: 0.1930646300315857 (0.17737727984786034) | > loss_disc_real_2: 0.2400352507829666 (0.2589348144829273) | > loss_disc_real_3: 0.2108355164527893 (0.22607124969363213) | > loss_disc_real_4: 0.2612105906009674 (0.25954195857048035) | > loss_disc_real_5: 0.2046959102153778 (0.2146482914686203) | > loss_0: 2.4111900329589844 (2.3240092396736145) | > loss_gen: 2.3401918411254883 (2.6391741037368774) | > loss_kl: 2.0166738033294678 (2.073529541492462) | > loss_feat: 6.5142974853515625 (7.887340784072876) | > loss_mel: 11.476248741149902 (13.253253936767578) | > loss_duration: 1.7914273738861084 (1.8525913059711456) | > loss_1: 24.138839721679688 (27.705889225006104) --> EVAL PERFORMANCE | > avg_loader_time: 0.35763007402420044 (+0.02618163824081421) | > avg_loss_disc: 2.3240092396736145 (-0.008890807628631592) | > avg_loss_disc_real_0: 0.14070844650268555 (-0.008380424231290817) | > avg_loss_disc_real_1: 0.17737727984786034 (-0.006950076669454575) | > avg_loss_disc_real_2: 0.2589348144829273 (+0.04887605831027031) | > avg_loss_disc_real_3: 0.22607124969363213 (-0.025124333798885345) | > avg_loss_disc_real_4: 0.25954195857048035 (+0.0020547546446323395) | > avg_loss_disc_real_5: 0.2146482914686203 (-0.0036682412028312683) | > avg_loss_0: 2.3240092396736145 (-0.008890807628631592) | > avg_loss_gen: 2.6391741037368774 (+0.009417951107025146) | > avg_loss_kl: 2.073529541492462 (-0.02040344476699829) | > avg_loss_feat: 7.887340784072876 (+0.34702086448669434) | > avg_loss_mel: 13.253253936767578 (+0.6314878463745117) | > avg_loss_duration: 1.8525913059711456 (+0.013145685195922852) | > avg_loss_1: 27.705889225006104 (+0.9806675910949707)  > EPOCH: 474/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 01:19:55)   --> TIME: 2025-05-12 01:20:29 -- STEP: 37/725 -- GLOBAL_STEP: 389550 | > loss_disc: 2.1361024379730225 (2.1956575496776694) | > loss_disc_real_0: 0.12584100663661957 (0.13443382809291016) | > loss_disc_real_1: 0.17041152715682983 (0.19122062945688093) | > loss_disc_real_2: 0.18649622797966003 (0.1891417378509367) | > loss_disc_real_3: 0.18174052238464355 (0.2047488439727474) | > loss_disc_real_4: 0.16845589876174927 (0.19473736511694417) | > loss_disc_real_5: 0.21140876412391663 (0.20759401047551954) | > loss_0: 2.1361024379730225 (2.1956575496776694) | > grad_norm_0: tensor(13.8709, device='cuda:0') (tensor(17.2022, device='cuda:0')) | > loss_gen: 2.8311264514923096 (2.7660302922532365) | > loss_kl: 1.5814465284347534 (1.7149359696620219) | > loss_feat: 9.393611907958984 (8.289460375502303) | > loss_mel: 13.796920776367188 (12.849414980089342) | > loss_duration: 1.6633071899414062 (1.6619557400007505) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.266414642333984 (27.28179776990736) | > grad_norm_1: tensor(491.0851, device='cuda:0') (tensor(337.7051, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8638 (0.8484777244361671) | > loader_time: 0.0126 (0.010236308381364153)  --> TIME: 2025-05-12 01:21:13 -- STEP: 87/725 -- GLOBAL_STEP: 389600 | > loss_disc: 2.315559148788452 (2.1991478067704993) | > loss_disc_real_0: 0.14965057373046875 (0.1341600269935596) | > loss_disc_real_1: 0.189714252948761 (0.19026286095038228) | > loss_disc_real_2: 0.190004363656044 (0.18918829608237597) | > loss_disc_real_3: 0.2595512568950653 (0.20668471852938333) | > loss_disc_real_4: 0.17303676903247833 (0.1950213379901031) | > loss_disc_real_5: 0.20517994463443756 (0.20731631897646804) | > loss_0: 2.315559148788452 (2.1991478067704993) | > grad_norm_0: tensor(12.6621, device='cuda:0') (tensor(21.5111, device='cuda:0')) | > loss_gen: 2.6752405166625977 (2.793023904164632) | > loss_kl: 1.762948989868164 (1.7235146596513946) | > loss_feat: 7.853693008422852 (8.377226166341499) | > loss_mel: 12.27638053894043 (13.008683971975042) | > loss_duration: 1.6305872201919556 (1.6634773385935817) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.198850631713867 (27.56592614623322) | > grad_norm_1: tensor(359.9199, device='cuda:0') (tensor(373.1227, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8304 (0.8594860427681057) | > loader_time: 0.0096 (0.010369092568583869)  --> TIME: 2025-05-12 01:21:57 -- STEP: 137/725 -- GLOBAL_STEP: 389650 | > loss_disc: 2.2759528160095215 (2.2018379060021283) | > loss_disc_real_0: 0.15475676953792572 (0.13591234690516535) | > loss_disc_real_1: 0.16353479027748108 (0.19017039163269267) | > loss_disc_real_2: 0.16645419597625732 (0.18753706897697303) | > loss_disc_real_3: 0.19507934153079987 (0.2061420908592043) | > loss_disc_real_4: 0.21603113412857056 (0.19446489269280956) | > loss_disc_real_5: 0.2292736917734146 (0.20881947907653167) | > loss_0: 2.2759528160095215 (2.2018379060021283) | > grad_norm_0: tensor(18.1572, device='cuda:0') (tensor(20.7058, device='cuda:0')) | > loss_gen: 2.5409443378448486 (2.775845748664688) | > loss_kl: 1.4358420372009277 (1.715561258531835) | > loss_feat: 7.1124091148376465 (8.338078596296103) | > loss_mel: 11.738651275634766 (12.961344085470603) | > loss_duration: 1.6424704790115356 (1.664675048668019) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.470319747924805 (27.455504883814903) | > grad_norm_1: tensor(143.6798, device='cuda:0') (tensor(327.5483, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8364 (0.8604666421013157) | > loader_time: 0.0089 (0.010222254008272268)  --> TIME: 2025-05-12 01:22:41 -- STEP: 187/725 -- GLOBAL_STEP: 389700 | > loss_disc: 2.1450579166412354 (2.1982297769842303) | > loss_disc_real_0: 0.12523669004440308 (0.13531182009109197) | > loss_disc_real_1: 0.21278512477874756 (0.19010300440265537) | > loss_disc_real_2: 0.1724308729171753 (0.18726889215369905) | > loss_disc_real_3: 0.17446646094322205 (0.20596625197698717) | > loss_disc_real_4: 0.1759011447429657 (0.19358432356686517) | > loss_disc_real_5: 0.20804210007190704 (0.20920396209719347) | > loss_0: 2.1450579166412354 (2.1982297769842303) | > grad_norm_0: tensor(7.3714, device='cuda:0') (tensor(19.8303, device='cuda:0')) | > loss_gen: 2.846224069595337 (2.7711193140815285) | > loss_kl: 1.7713737487792969 (1.7123810760477647) | > loss_feat: 8.761874198913574 (8.333872280018857) | > loss_mel: 13.313486099243164 (12.950774468202642) | > loss_duration: 1.6701900959014893 (1.6655205634826007) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.363147735595703 (27.43366789180327) | > grad_norm_1: tensor(300.3605, device='cuda:0') (tensor(318.6034, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8752 (0.8611571929034065) | > loader_time: 0.0116 (0.010319992820209359)  --> TIME: 2025-05-12 01:23:25 -- STEP: 237/725 -- GLOBAL_STEP: 389750 | > loss_disc: 1.954925537109375 (2.201140527483783) | > loss_disc_real_0: 0.1326962262392044 (0.13588520692747838) | > loss_disc_real_1: 0.16208310425281525 (0.18991806210344858) | > loss_disc_real_2: 0.179268017411232 (0.18729972418099006) | > loss_disc_real_3: 0.188717320561409 (0.20618700038028662) | > loss_disc_real_4: 0.2048993557691574 (0.1942567407833373) | > loss_disc_real_5: 0.17228420078754425 (0.20966404487815085) | > loss_0: 1.954925537109375 (2.201140527483783) | > grad_norm_0: tensor(29.3753, device='cuda:0') (tensor(19.7546, device='cuda:0')) | > loss_gen: 3.048407554626465 (2.764936974279991) | > loss_kl: 1.9537602663040161 (1.7107081277460991) | > loss_feat: 10.194515228271484 (8.312380959716027) | > loss_mel: 15.864280700683594 (12.931135913993739) | > loss_duration: 1.6402424573898315 (1.6652510322095975) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.70120620727539 (27.384413167897154) | > grad_norm_1: tensor(463.4233, device='cuda:0') (tensor(316.5134, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8382 (0.8618470515882919) | > loader_time: 0.0115 (0.010295653644996352)  --> TIME: 2025-05-12 01:24:08 -- STEP: 287/725 -- GLOBAL_STEP: 389800 | > loss_disc: 2.059746742248535 (2.2039023517316227) | > loss_disc_real_0: 0.08297616243362427 (0.13594161176515362) | > loss_disc_real_1: 0.17116515338420868 (0.19012425492034143) | > loss_disc_real_2: 0.1935441642999649 (0.1873601164655818) | > loss_disc_real_3: 0.18802203238010406 (0.20623789005993962) | > loss_disc_real_4: 0.14272403717041016 (0.1941366584562674) | > loss_disc_real_5: 0.20535525679588318 (0.21014970250246) | > loss_0: 2.059746742248535 (2.2039023517316227) | > grad_norm_0: tensor(28.4969, device='cuda:0') (tensor(20.3532, device='cuda:0')) | > loss_gen: 2.884399890899658 (2.7619372593816562) | > loss_kl: 1.6462395191192627 (1.708492183934521) | > loss_feat: 9.58102035522461 (8.276615631289602) | > loss_mel: 15.25415325164795 (12.920862264334115) | > loss_duration: 1.6922941207885742 (1.664635366263705) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.05810546875 (27.332542778307555) | > grad_norm_1: tensor(563.6271, device='cuda:0') (tensor(328.6481, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8199 (0.8606033549491535) | > loader_time: 0.0102 (0.010262467719951988)  --> TIME: 2025-05-12 01:24:52 -- STEP: 337/725 -- GLOBAL_STEP: 389850 | > loss_disc: 2.1354899406433105 (2.204726694599457) | > loss_disc_real_0: 0.16277001798152924 (0.1357355498285958) | > loss_disc_real_1: 0.17240940034389496 (0.1905820159247085) | > loss_disc_real_2: 0.1734502762556076 (0.18764911043714683) | > loss_disc_real_3: 0.19336101412773132 (0.20595864102642328) | > loss_disc_real_4: 0.19659626483917236 (0.1942926211509223) | > loss_disc_real_5: 0.21126116812229156 (0.20998282270721583) | > loss_0: 2.1354899406433105 (2.204726694599457) | > grad_norm_0: tensor(48.4124, device='cuda:0') (tensor(20.9134, device='cuda:0')) | > loss_gen: 2.7675089836120605 (2.762577941226676) | > loss_kl: 1.8116543292999268 (1.7092291873711156) | > loss_feat: 8.323511123657227 (8.269743816081427) | > loss_mel: 13.852096557617188 (12.925515924787657) | > loss_duration: 1.6377102136611938 (1.6637282318460476) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.39248275756836 (27.330795191869544) | > grad_norm_1: tensor(654.1711, device='cuda:0') (tensor(336.8324, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8914 (0.8609167397552853) | > loader_time: 0.0102 (0.010188324868855913)  --> TIME: 2025-05-12 01:25:36 -- STEP: 387/725 -- GLOBAL_STEP: 389900 | > loss_disc: 2.2595953941345215 (2.2027685334208096) | > loss_disc_real_0: 0.12901650369167328 (0.13477196007273906) | > loss_disc_real_1: 0.19225430488586426 (0.19030375624657916) | > loss_disc_real_2: 0.20776045322418213 (0.18768384675338884) | > loss_disc_real_3: 0.18839576840400696 (0.20585896386656646) | > loss_disc_real_4: 0.21146376430988312 (0.19443768101145126) | > loss_disc_real_5: 0.22570478916168213 (0.2099661735447186) | > loss_0: 2.2595953941345215 (2.2027685334208096) | > grad_norm_0: tensor(34.3530, device='cuda:0') (tensor(20.6247, device='cuda:0')) | > loss_gen: 2.658616304397583 (2.763657561876362) | > loss_kl: 1.5627886056900024 (1.709166623825251) | > loss_feat: 7.888986110687256 (8.275777769951238) | > loss_mel: 12.362421989440918 (12.92893848616331) | > loss_duration: 1.737350583076477 (1.663795177018611) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.21016502380371 (27.34133568105772) | > grad_norm_1: tensor(499.0164, device='cuda:0') (tensor(337.3127, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8812 (0.8616788719975671) | > loader_time: 0.0098 (0.010186512032836595)  --> TIME: 2025-05-12 01:26:20 -- STEP: 437/725 -- GLOBAL_STEP: 389950 | > loss_disc: 2.1164941787719727 (2.2029835173958228) | > loss_disc_real_0: 0.1476946920156479 (0.13521492907466265) | > loss_disc_real_1: 0.17875942587852478 (0.19028679528689227) | > loss_disc_real_2: 0.1942814439535141 (0.18784865907455184) | > loss_disc_real_3: 0.18605566024780273 (0.20575227235492904) | > loss_disc_real_4: 0.1896696388721466 (0.194900167479395) | > loss_disc_real_5: 0.2245195508003235 (0.20935754535945655) | > loss_0: 2.1164941787719727 (2.2029835173958228) | > grad_norm_0: tensor(25.5242, device='cuda:0') (tensor(20.9196, device='cuda:0')) | > loss_gen: 2.8440656661987305 (2.7674393702971862) | > loss_kl: 1.594228744506836 (1.7096635588792153) | > loss_feat: 9.26684284210205 (8.28510390702865) | > loss_mel: 13.75076961517334 (12.930334697871782) | > loss_duration: 1.6308714151382446 (1.6637552774743571) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.086776733398438 (27.35629686665481) | > grad_norm_1: tensor(305.0787, device='cuda:0') (tensor(343.0565, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.9005 (0.8613154408042436) | > loader_time: 0.01 (0.010168455830973396)  --> TIME: 2025-05-12 01:27:04 -- STEP: 487/725 -- GLOBAL_STEP: 390000 | > loss_disc: 2.244802236557007 (2.2057455472143297) | > loss_disc_real_0: 0.13304191827774048 (0.1360434782394882) | > loss_disc_real_1: 0.190565288066864 (0.19039968301750557) | > loss_disc_real_2: 0.1950151026248932 (0.18820327012445878) | > loss_disc_real_3: 0.1986926794052124 (0.2058218410372489) | > loss_disc_real_4: 0.18771085143089294 (0.19499697250140027) | > loss_disc_real_5: 0.1736568808555603 (0.20904272779424576) | > loss_0: 2.244802236557007 (2.2057455472143297) | > grad_norm_0: tensor(13.4224, device='cuda:0') (tensor(21.6144, device='cuda:0')) | > loss_gen: 2.7051467895507812 (2.7661727791694166) | > loss_kl: 1.7768492698669434 (1.7083451769924753) | > loss_feat: 7.980312824249268 (8.264313131876792) | > loss_mel: 12.256678581237793 (12.917545616259561) | > loss_duration: 1.6558183431625366 (1.6639081675413938) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.374805450439453 (27.320284931566686) | > grad_norm_1: tensor(174.5060, device='cuda:0') (tensor(354.1349, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8319 (0.8623777116348611) | > loader_time: 0.0092 (0.010170094041608927) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_390000.pth  --> TIME: 2025-05-12 01:27:50 -- STEP: 537/725 -- GLOBAL_STEP: 390050 | > loss_disc: 2.006619453430176 (2.204614285206219) | > loss_disc_real_0: 0.10897621512413025 (0.13600751607777672) | > loss_disc_real_1: 0.1895446479320526 (0.1903162765658324) | > loss_disc_real_2: 0.17741568386554718 (0.1881649806901284) | > loss_disc_real_3: 0.20009653270244598 (0.20568170932640129) | > loss_disc_real_4: 0.1754249483346939 (0.19482157006166054) | > loss_disc_real_5: 0.18470029532909393 (0.20927936754413157) | > loss_0: 2.006619453430176 (2.204614285206219) | > grad_norm_0: tensor(26.0924, device='cuda:0') (tensor(21.3275, device='cuda:0')) | > loss_gen: 2.971365451812744 (2.7636189398596858) | > loss_kl: 1.561381459236145 (1.7106427078584499) | > loss_feat: 9.619585037231445 (8.26405129530354) | > loss_mel: 14.017072677612305 (12.923075210670738) | > loss_duration: 1.6639782190322876 (1.6644916647639347) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.833383560180664 (27.325879897929216) | > grad_norm_1: tensor(508.4995, device='cuda:0') (tensor(347.0672, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8623 (0.8620497665369756) | > loader_time: 0.0093 (0.010183177624778815)  --> TIME: 2025-05-12 01:28:34 -- STEP: 587/725 -- GLOBAL_STEP: 390100 | > loss_disc: 2.1235549449920654 (2.203516525751081) | > loss_disc_real_0: 0.11950679123401642 (0.1356854991292424) | > loss_disc_real_1: 0.1832585632801056 (0.19025485174416276) | > loss_disc_real_2: 0.17111915349960327 (0.1879602974531394) | > loss_disc_real_3: 0.19662660360336304 (0.20574894077834718) | > loss_disc_real_4: 0.1989746242761612 (0.19465953647278028) | > loss_disc_real_5: 0.18628336489200592 (0.20924501341896123) | > loss_0: 2.1235549449920654 (2.203516525751081) | > grad_norm_0: tensor(17.6763, device='cuda:0') (tensor(21.0063, device='cuda:0')) | > loss_gen: 2.76448130607605 (2.7622233639380807) | > loss_kl: 1.6559572219848633 (1.713508390892913) | > loss_feat: 8.820963859558105 (8.267323195020424) | > loss_mel: 13.731351852416992 (12.916787118278123) | > loss_duration: 1.6651830673217773 (1.6638816387933602) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.637935638427734 (27.323723778407853) | > grad_norm_1: tensor(291.9137, device='cuda:0') (tensor(341.1740, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.863 (0.8618794023686004) | > loader_time: 0.0095 (0.010163319374877305)  --> TIME: 2025-05-12 01:29:18 -- STEP: 637/725 -- GLOBAL_STEP: 390150 | > loss_disc: 2.047232151031494 (2.2028873458949167) | > loss_disc_real_0: 0.15102824568748474 (0.13555550109741238) | > loss_disc_real_1: 0.18570846319198608 (0.1902331433827687) | > loss_disc_real_2: 0.1635405421257019 (0.1878909001030389) | > loss_disc_real_3: 0.2222377508878708 (0.20558533888877467) | > loss_disc_real_4: 0.1611529439687729 (0.19469751148620607) | > loss_disc_real_5: 0.20462773740291595 (0.20921534844900788) | > loss_0: 2.047232151031494 (2.2028873458949167) | > grad_norm_0: tensor(25.5670, device='cuda:0') (tensor(21.0190, device='cuda:0')) | > loss_gen: 3.1147708892822266 (2.7643767926532035) | > loss_kl: 1.7999175786972046 (1.7149543247567245) | > loss_feat: 10.049534797668457 (8.278501043514332) | > loss_mel: 15.591414451599121 (12.941436210644296) | > loss_duration: 1.634476900100708 (1.6638970638930888) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.19011306762695 (27.363165482621355) | > grad_norm_1: tensor(220.6388, device='cuda:0') (tensor(341.7085, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8606 (0.8621410032269341) | > loader_time: 0.0096 (0.01014531238861323)  --> TIME: 2025-05-12 01:30:01 -- STEP: 687/725 -- GLOBAL_STEP: 390200 | > loss_disc: 2.3244926929473877 (2.2036224863935265) | > loss_disc_real_0: 0.15327699482440948 (0.13549202523333848) | > loss_disc_real_1: 0.17574724555015564 (0.19040764343356817) | > loss_disc_real_2: 0.17490775883197784 (0.18807506956040757) | > loss_disc_real_3: 0.18616241216659546 (0.2055029427033498) | > loss_disc_real_4: 0.1954372376203537 (0.1946847028650743) | > loss_disc_real_5: 0.20514720678329468 (0.20912755286155657) | > loss_0: 2.3244926929473877 (2.2036224863935265) | > grad_norm_0: tensor(24.8822, device='cuda:0') (tensor(20.8911, device='cuda:0')) | > loss_gen: 2.561889886856079 (2.7641298101111467) | > loss_kl: 1.7313793897628784 (1.7144077488775686) | > loss_feat: 7.733993053436279 (8.27932716352971) | > loss_mel: 11.777658462524414 (12.949129701528308) | > loss_duration: 1.6607202291488647 (1.663668548349383) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.465641021728516 (27.37066301681762) | > grad_norm_1: tensor(373.2752, device='cuda:0') (tensor(342.6266, device='cuda:0')) | > current_lr_0: 0.00018849352630982935 | > current_lr_1: 0.00018849352630982935 | > step_time: 0.8594 (0.8614807625177816) | > loader_time: 0.0124 (0.010155531343240745)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.396972894668579 (2.396972894668579) | > loss_disc_real_0: 0.23155874013900757 (0.23155874013900757) | > loss_disc_real_1: 0.24203148484230042 (0.24203148484230042) | > loss_disc_real_2: 0.22879436612129211 (0.22879436612129211) | > loss_disc_real_3: 0.24306848645210266 (0.24306848645210266) | > loss_disc_real_4: 0.2661592662334442 (0.2661592662334442) | > loss_disc_real_5: 0.259044349193573 (0.259044349193573) | > loss_0: 2.396972894668579 (2.396972894668579) | > loss_gen: 3.0215086936950684 (3.0215086936950684) | > loss_kl: 2.234600067138672 (2.234600067138672) | > loss_feat: 7.280752658843994 (7.280752658843994) | > loss_mel: 13.00278091430664 (13.00278091430664) | > loss_duration: 1.7202863693237305 (1.7202863693237305) | > loss_1: 27.259929656982422 (27.259929656982422)  --> STEP: 1 | > loss_disc: 2.458864212036133 (2.458864212036133) | > loss_disc_real_0: 0.259151816368103 (0.259151816368103) | > loss_disc_real_1: 0.24200411140918732 (0.24200411140918732) | > loss_disc_real_2: 0.23003439605236053 (0.23003439605236053) | > loss_disc_real_3: 0.26511281728744507 (0.26511281728744507) | > loss_disc_real_4: 0.28065523505210876 (0.28065523505210876) | > loss_disc_real_5: 0.2982316017150879 (0.2982316017150879) | > loss_0: 2.458864212036133 (2.458864212036133) | > loss_gen: 3.1776440143585205 (3.1776440143585205) | > loss_kl: 2.1435720920562744 (2.1435720920562744) | > loss_feat: 7.713204860687256 (7.713204860687256) | > loss_mel: 13.699052810668945 (13.699052810668945) | > loss_duration: 1.855782151222229 (1.855782151222229) | > loss_1: 28.589256286621094 (28.589256286621094)  --> STEP: 2 | > loss_disc: 2.4478836059570312 (2.453373908996582) | > loss_disc_real_0: 0.24683162569999695 (0.25299172103405) | > loss_disc_real_1: 0.24996566772460938 (0.24598488956689835) | > loss_disc_real_2: 0.22227632999420166 (0.2261553630232811) | > loss_disc_real_3: 0.24550345540046692 (0.255308136343956) | > loss_disc_real_4: 0.2830067276954651 (0.2818309813737869) | > loss_disc_real_5: 0.2843509614467621 (0.291291281580925) | > loss_0: 2.4478836059570312 (2.453373908996582) | > loss_gen: 3.1215927600860596 (3.14961838722229) | > loss_kl: 2.040372371673584 (2.091972231864929) | > loss_feat: 7.399200916290283 (7.5562028884887695) | > loss_mel: 13.708003044128418 (13.703527927398682) | > loss_duration: 1.870884656906128 (1.8633334040641785) | > loss_1: 28.140052795410156 (28.364654541015625)  --> STEP: 3 | > loss_disc: 2.3695573806762695 (2.4254350662231445) | > loss_disc_real_0: 0.24035729467868805 (0.24878024558226267) | > loss_disc_real_1: 0.23893752694129944 (0.2436357686916987) | > loss_disc_real_2: 0.22934573888778687 (0.22721882164478302) | > loss_disc_real_3: 0.2566329836845398 (0.2557497521241506) | > loss_disc_real_4: 0.2842855155467987 (0.2826491594314575) | > loss_disc_real_5: 0.27281999588012695 (0.2851341863473256) | > loss_0: 2.3695573806762695 (2.4254350662231445) | > loss_gen: 3.3021562099456787 (3.2004643281300864) | > loss_kl: 2.028075695037842 (2.0706733862559) | > loss_feat: 8.290291786193848 (7.800899187723796) | > loss_mel: 14.246477127075195 (13.88451099395752) | > loss_duration: 1.84745192527771 (1.8580395778020222) | > loss_1: 29.714452743530273 (28.814587275187176)  --> STEP: 4 | > loss_disc: 2.443519115447998 (2.429956078529358) | > loss_disc_real_0: 0.2480587363243103 (0.24859986826777458) | > loss_disc_real_1: 0.2579711973667145 (0.24721962586045265) | > loss_disc_real_2: 0.2195889949798584 (0.22531136497855186) | > loss_disc_real_3: 0.24977032840251923 (0.25425489619374275) | > loss_disc_real_4: 0.26088273525238037 (0.27720755338668823) | > loss_disc_real_5: 0.2974171042442322 (0.2882049158215523) | > loss_0: 2.443519115447998 (2.429956078529358) | > loss_gen: 3.1261491775512695 (3.181885540485382) | > loss_kl: 2.0883703231811523 (2.075097620487213) | > loss_feat: 8.264565467834473 (7.916815757751465) | > loss_mel: 13.904449462890625 (13.889495611190796) | > loss_duration: 1.7845032215118408 (1.839655488729477) | > loss_1: 29.16803741455078 (28.902949810028076) --> EVAL PERFORMANCE | > avg_loader_time: 0.326834499835968 (-0.030795574188232422) | > avg_loss_disc: 2.429956078529358 (+0.10594683885574341) | > avg_loss_disc_real_0: 0.24859986826777458 (+0.10789142176508904) | > avg_loss_disc_real_1: 0.24721962586045265 (+0.06984234601259232) | > avg_loss_disc_real_2: 0.22531136497855186 (-0.03362344950437546) | > avg_loss_disc_real_3: 0.25425489619374275 (+0.028183646500110626) | > avg_loss_disc_real_4: 0.27720755338668823 (+0.017665594816207886) | > avg_loss_disc_real_5: 0.2882049158215523 (+0.07355662435293198) | > avg_loss_0: 2.429956078529358 (+0.10594683885574341) | > avg_loss_gen: 3.181885540485382 (+0.5427114367485046) | > avg_loss_kl: 2.075097620487213 (+0.0015680789947509766) | > avg_loss_feat: 7.916815757751465 (+0.029474973678588867) | > avg_loss_mel: 13.889495611190796 (+0.6362416744232178) | > avg_loss_duration: 1.839655488729477 (-0.012935817241668701) | > avg_loss_1: 28.902949810028076 (+1.1970605850219727)  > EPOCH: 475/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 01:30:41)   --> TIME: 2025-05-12 01:30:54 -- STEP: 12/725 -- GLOBAL_STEP: 390250 | > loss_disc: 2.3002493381500244 (2.22063535451889) | > loss_disc_real_0: 0.12137231230735779 (0.14116359874606133) | > loss_disc_real_1: 0.22988136112689972 (0.19520930697520575) | > loss_disc_real_2: 0.19322119653224945 (0.18681333462397257) | > loss_disc_real_3: 0.20962637662887573 (0.21097523098190626) | > loss_disc_real_4: 0.23291708528995514 (0.1999065838754177) | > loss_disc_real_5: 0.21185888350009918 (0.20805183425545692) | > loss_0: 2.3002493381500244 (2.22063535451889) | > grad_norm_0: tensor(19.2272, device='cuda:0') (tensor(27.5984, device='cuda:0')) | > loss_gen: 2.499577045440674 (2.769491175810496) | > loss_kl: 1.7540181875228882 (1.6912487943967183) | > loss_feat: 7.647018909454346 (8.302335063616434) | > loss_mel: 11.102715492248535 (13.075289249420166) | > loss_duration: 1.687147617340088 (1.6615857183933258) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.69047737121582 (27.499950249989826) | > grad_norm_1: tensor(486.7665, device='cuda:0') (tensor(433.3837, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8511 (0.8423091173171997) | > loader_time: 0.009 (0.01019829511642456)  --> TIME: 2025-05-12 01:31:38 -- STEP: 62/725 -- GLOBAL_STEP: 390300 | > loss_disc: 2.2441649436950684 (2.203169776547339) | > loss_disc_real_0: 0.16581496596336365 (0.14003699332956349) | > loss_disc_real_1: 0.2023088037967682 (0.18977862957023806) | > loss_disc_real_2: 0.19559065997600555 (0.1874501637874111) | > loss_disc_real_3: 0.21900472044944763 (0.2076683751037044) | > loss_disc_real_4: 0.2130136340856552 (0.19487326904650656) | > loss_disc_real_5: 0.2249964028596878 (0.20494105450568662) | > loss_0: 2.2441649436950684 (2.203169776547339) | > grad_norm_0: tensor(21.1008, device='cuda:0') (tensor(26.6014, device='cuda:0')) | > loss_gen: 2.774290084838867 (2.787190414244129) | > loss_kl: 1.7162766456604004 (1.7523237543721353) | > loss_feat: 7.606313228607178 (8.309807269803942) | > loss_mel: 12.369048118591309 (12.999821785957582) | > loss_duration: 1.7064101696014404 (1.6601154073592155) | > amp_scaler: 128.0 (229.16129032258064) | > loss_1: 26.172338485717773 (27.509258639427923) | > grad_norm_1: tensor(234.5480, device='cuda:0') (tensor(403.7062, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8506 (0.872165649167953) | > loader_time: 0.0097 (0.010395226940031973)  --> TIME: 2025-05-12 01:32:22 -- STEP: 112/725 -- GLOBAL_STEP: 390350 | > loss_disc: 2.0505619049072266 (2.1960193089076445) | > loss_disc_real_0: 0.09631705284118652 (0.13767379615455871) | > loss_disc_real_1: 0.1792585551738739 (0.18872230127453804) | > loss_disc_real_2: 0.17131036520004272 (0.18769973183849029) | > loss_disc_real_3: 0.1832141876220703 (0.2058151550590992) | > loss_disc_real_4: 0.15624859929084778 (0.1942137529009155) | > loss_disc_real_5: 0.21814367175102234 (0.20576189405151776) | > loss_0: 2.0505619049072266 (2.1960193089076445) | > grad_norm_0: tensor(16.9412, device='cuda:0') (tensor(24.1488, device='cuda:0')) | > loss_gen: 3.0000951290130615 (2.7732989447457457) | > loss_kl: 1.6440913677215576 (1.7200628348759242) | > loss_feat: 9.642104148864746 (8.299648106098184) | > loss_mel: 14.785439491271973 (13.01477186168943) | > loss_duration: 1.6584104299545288 (1.6632481164165906) | > amp_scaler: 128.0 (184.0) | > loss_1: 30.73014259338379 (27.471029826572963) | > grad_norm_1: tensor(488.4068, device='cuda:0') (tensor(383.7531, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8344 (0.8664024472236633) | > loader_time: 0.0096 (0.010280225958142956)  --> TIME: 2025-05-12 01:33:06 -- STEP: 162/725 -- GLOBAL_STEP: 390400 | > loss_disc: 2.2266154289245605 (2.195110780957304) | > loss_disc_real_0: 0.0975213497877121 (0.13586816706775148) | > loss_disc_real_1: 0.20176702737808228 (0.1894279245609119) | > loss_disc_real_2: 0.20029355585575104 (0.1871756516672947) | > loss_disc_real_3: 0.1839747279882431 (0.20508578732425783) | > loss_disc_real_4: 0.1676514893770218 (0.19441042868075553) | > loss_disc_real_5: 0.2317429780960083 (0.20671043839351627) | > loss_0: 2.2266154289245605 (2.195110780957304) | > grad_norm_0: tensor(22.5130, device='cuda:0') (tensor(23.4374, device='cuda:0')) | > loss_gen: 2.840927839279175 (2.7702049649791953) | > loss_kl: 1.760674238204956 (1.7225820606137499) | > loss_feat: 9.264702796936035 (8.311331716584577) | > loss_mel: 13.640012741088867 (12.94928498326996) | > loss_duration: 1.6111037731170654 (1.6631162321126023) | > amp_scaler: 128.0 (166.7160493827161) | > loss_1: 29.117420196533203 (27.416519942107023) | > grad_norm_1: tensor(485.8186, device='cuda:0') (tensor(379.9481, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8353 (0.8620927466286553) | > loader_time: 0.0096 (0.01013602297983052)  --> TIME: 2025-05-12 01:33:49 -- STEP: 212/725 -- GLOBAL_STEP: 390450 | > loss_disc: 2.30192232131958 (2.1974543248707388) | > loss_disc_real_0: 0.15128178894519806 (0.13562256800678546) | > loss_disc_real_1: 0.2114158719778061 (0.18952857014143248) | > loss_disc_real_2: 0.19404198229312897 (0.18778717285900745) | > loss_disc_real_3: 0.20273880660533905 (0.20494272805890948) | > loss_disc_real_4: 0.20298118889331818 (0.19461688792930465) | > loss_disc_real_5: 0.2174098640680313 (0.20727486992782013) | > loss_0: 2.30192232131958 (2.1974543248707388) | > grad_norm_0: tensor(21.6685, device='cuda:0') (tensor(22.2963, device='cuda:0')) | > loss_gen: 2.558488368988037 (2.765756029003071) | > loss_kl: 1.9059662818908691 (1.7300453197281316) | > loss_feat: 7.732893466949463 (8.308796484515351) | > loss_mel: 11.790700912475586 (12.95307052810237) | > loss_duration: 1.66142737865448 (1.6627929334370597) | > amp_scaler: 128.0 (157.58490566037733) | > loss_1: 25.649477005004883 (27.42046128578906) | > grad_norm_1: tensor(345.0248, device='cuda:0') (tensor(360.7871, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8525 (0.8616268792242374) | > loader_time: 0.0099 (0.010081300195657986)  --> TIME: 2025-05-12 01:34:33 -- STEP: 262/725 -- GLOBAL_STEP: 390500 | > loss_disc: 2.032597064971924 (2.2001739926920583) | > loss_disc_real_0: 0.14414240419864655 (0.1361013871283477) | > loss_disc_real_1: 0.1873297244310379 (0.18919211301867295) | > loss_disc_real_2: 0.16374914348125458 (0.18818055280974802) | > loss_disc_real_3: 0.18065549433231354 (0.20489937209218512) | > loss_disc_real_4: 0.1865663230419159 (0.19507192820310598) | > loss_disc_real_5: 0.19967955350875854 (0.20768414136335137) | > loss_0: 2.032597064971924 (2.2001739926920583) | > grad_norm_0: tensor(21.2093, device='cuda:0') (tensor(21.5278, device='cuda:0')) | > loss_gen: 2.9953725337982178 (2.7642158069683394) | > loss_kl: 1.718603491783142 (1.7293378651597118) | > loss_feat: 9.77439022064209 (8.306608307452601) | > loss_mel: 15.25637435913086 (12.963308596429023) | > loss_duration: 1.6633877754211426 (1.6631464698842466) | > amp_scaler: 128.0 (151.9389312977099) | > loss_1: 31.408126831054688 (27.426617061818828) | > grad_norm_1: tensor(333.9182, device='cuda:0') (tensor(353.4259, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.9049 (0.8608987768187778) | > loader_time: 0.01 (0.010096757466556463)  --> TIME: 2025-05-12 01:35:17 -- STEP: 312/725 -- GLOBAL_STEP: 390550 | > loss_disc: 2.247087240219116 (2.2024660156323357) | > loss_disc_real_0: 0.11216997355222702 (0.1364204775637541) | > loss_disc_real_1: 0.1820879578590393 (0.1893028587293931) | > loss_disc_real_2: 0.1918812245130539 (0.1885998568091637) | > loss_disc_real_3: 0.22610324621200562 (0.2053551028172176) | > loss_disc_real_4: 0.20757819712162018 (0.19538272377581176) | > loss_disc_real_5: 0.2374899834394455 (0.20728051480956566) | > loss_0: 2.247087240219116 (2.2024660156323357) | > grad_norm_0: tensor(16.0112, device='cuda:0') (tensor(22.0332, device='cuda:0')) | > loss_gen: 2.832669496536255 (2.7698157735359974) | > loss_kl: 1.6605714559555054 (1.722456354743395) | > loss_feat: 8.796252250671387 (8.31383898013677) | > loss_mel: 13.799623489379883 (12.993337249144528) | > loss_duration: 1.6632270812988281 (1.6625204907777982) | > amp_scaler: 128.0 (148.10256410256414) | > loss_1: 28.752344131469727 (27.4619688865466) | > grad_norm_1: tensor(187.8538, device='cuda:0') (tensor(355.2874, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8576 (0.860477864742279) | > loader_time: 0.0106 (0.010103651346304489)  --> TIME: 2025-05-12 01:36:00 -- STEP: 362/725 -- GLOBAL_STEP: 390600 | > loss_disc: 2.1615853309631348 (2.2049527523925945) | > loss_disc_real_0: 0.13493412733078003 (0.13710932629131473) | > loss_disc_real_1: 0.2066822648048401 (0.1896804513522934) | > loss_disc_real_2: 0.19376419484615326 (0.1889932261810776) | > loss_disc_real_3: 0.20378562808036804 (0.20513538205327259) | > loss_disc_real_4: 0.2086784988641739 (0.1953048593678528) | > loss_disc_real_5: 0.192036435008049 (0.20733556904680822) | > loss_0: 2.1615853309631348 (2.2049527523925945) | > grad_norm_0: tensor(15.1086, device='cuda:0') (tensor(21.5081, device='cuda:0')) | > loss_gen: 2.8408820629119873 (2.766202642772735) | > loss_kl: 1.80324387550354 (1.7176628804338572) | > loss_feat: 8.245445251464844 (8.292640271107796) | > loss_mel: 12.945295333862305 (12.983204003855668) | > loss_duration: 1.5965943336486816 (1.6617878556910142) | > amp_scaler: 128.0 (145.3259668508288) | > loss_1: 27.431459426879883 (27.42149769271935) | > grad_norm_1: tensor(305.2464, device='cuda:0') (tensor(343.1211, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8478 (0.8603967599447261) | > loader_time: 0.01 (0.010169870945630167)  --> TIME: 2025-05-12 01:36:44 -- STEP: 412/725 -- GLOBAL_STEP: 390650 | > loss_disc: 2.2944798469543457 (2.202985548278661) | > loss_disc_real_0: 0.16358287632465363 (0.13699940651727527) | > loss_disc_real_1: 0.19880427420139313 (0.18953513473417002) | > loss_disc_real_2: 0.19240830838680267 (0.18842045394975) | > loss_disc_real_3: 0.22673414647579193 (0.2051383524554448) | > loss_disc_real_4: 0.20473377406597137 (0.19502270471268493) | > loss_disc_real_5: 0.20718832314014435 (0.2076022570717682) | > loss_0: 2.2944798469543457 (2.202985548278661) | > grad_norm_0: tensor(14.2405, device='cuda:0') (tensor(21.4709, device='cuda:0')) | > loss_gen: 2.7096900939941406 (2.7673084973131545) | > loss_kl: 1.5844148397445679 (1.7178443195750412) | > loss_feat: 7.769834518432617 (8.307696827407028) | > loss_mel: 12.042990684509277 (13.005938620243258) | > loss_duration: 1.686449408531189 (1.6624988389825357) | > amp_scaler: 128.0 (143.2233009708738) | > loss_1: 25.793378829956055 (27.461287128115163) | > grad_norm_1: tensor(229.9232, device='cuda:0') (tensor(338.4299, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8653 (0.8602143346684651) | > loader_time: 0.0104 (0.010163865621807516)  --> TIME: 2025-05-12 01:37:27 -- STEP: 462/725 -- GLOBAL_STEP: 390700 | > loss_disc: 2.175210952758789 (2.1999537124262214) | > loss_disc_real_0: 0.11401543766260147 (0.13650871797170472) | > loss_disc_real_1: 0.15804988145828247 (0.18918961341375917) | > loss_disc_real_2: 0.17425736784934998 (0.18817904775405853) | > loss_disc_real_3: 0.16959786415100098 (0.20499480080294924) | > loss_disc_real_4: 0.17397186160087585 (0.19492863705663976) | > loss_disc_real_5: 0.17438296973705292 (0.20757888151066645) | > loss_0: 2.175210952758789 (2.1999537124262214) | > grad_norm_0: tensor(17.6714, device='cuda:0') (tensor(21.3836, device='cuda:0')) | > loss_gen: 2.749262809753418 (2.768406621821513) | > loss_kl: 1.5576940774917603 (1.7140591818016846) | > loss_feat: 8.662109375 (8.318461033172941) | > loss_mel: 13.51258373260498 (13.013461645547446) | > loss_duration: 1.6927052736282349 (1.6624278531962142) | > amp_scaler: 128.0 (141.5757575757576) | > loss_1: 28.17435646057129 (27.476816392048097) | > grad_norm_1: tensor(156.5726, device='cuda:0') (tensor(342.0099, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8042 (0.8594698064771049) | > loader_time: 0.0108 (0.010213823545546768)  --> TIME: 2025-05-12 01:38:11 -- STEP: 512/725 -- GLOBAL_STEP: 390750 | > loss_disc: 2.1441054344177246 (2.201118884608148) | > loss_disc_real_0: 0.12376537173986435 (0.13688752632879186) | > loss_disc_real_1: 0.21247485280036926 (0.18937144902884034) | > loss_disc_real_2: 0.22980816662311554 (0.18815684222499834) | > loss_disc_real_3: 0.19282075762748718 (0.20500844251364475) | > loss_disc_real_4: 0.18066878616809845 (0.19488369743339723) | > loss_disc_real_5: 0.22999241948127747 (0.20773717545671389) | > loss_0: 2.1441054344177246 (2.201118884608148) | > grad_norm_0: tensor(13.6334, device='cuda:0') (tensor(21.5794, device='cuda:0')) | > loss_gen: 2.884150266647339 (2.7671689377166313) | > loss_kl: 1.7638217210769653 (1.711804358055815) | > loss_feat: 8.976923942565918 (8.311865142546601) | > loss_mel: 14.896841049194336 (13.016037292778492) | > loss_duration: 1.6214405298233032 (1.6632552940864116) | > amp_scaler: 128.0 (140.25) | > loss_1: 30.143177032470703 (27.47013108059764) | > grad_norm_1: tensor(197.0165, device='cuda:0') (tensor(344.1325, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8567 (0.8591347457841039) | > loader_time: 0.0108 (0.010246370453387508)  --> TIME: 2025-05-12 01:38:55 -- STEP: 562/725 -- GLOBAL_STEP: 390800 | > loss_disc: 2.1096365451812744 (2.1991971094837384) | > loss_disc_real_0: 0.11870965361595154 (0.1366523660560308) | > loss_disc_real_1: 0.1469835340976715 (0.18923159402354328) | > loss_disc_real_2: 0.17573663592338562 (0.1881513353503471) | > loss_disc_real_3: 0.1981053203344345 (0.20448687200656565) | > loss_disc_real_4: 0.17635172605514526 (0.1946276141019054) | > loss_disc_real_5: 0.19376400113105774 (0.2077351793169551) | > loss_0: 2.1096365451812744 (2.1991971094837384) | > grad_norm_0: tensor(21.0509, device='cuda:0') (tensor(21.2589, device='cuda:0')) | > loss_gen: 2.8715970516204834 (2.768989494686872) | > loss_kl: 1.859598159790039 (1.7148424590609677) | > loss_feat: 8.9387788772583 (8.329054777308297) | > loss_mel: 13.1041898727417 (13.038065408048258) | > loss_duration: 1.6311955451965332 (1.6629935922996004) | > amp_scaler: 128.0 (139.16014234875436) | > loss_1: 28.405359268188477 (27.5139457695849) | > grad_norm_1: tensor(344.3315, device='cuda:0') (tensor(338.3103, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8932 (0.8588468209704467) | > loader_time: 0.0102 (0.010237208889048307)  --> TIME: 2025-05-12 01:39:38 -- STEP: 612/725 -- GLOBAL_STEP: 390850 | > loss_disc: 2.13571834564209 (2.200107883394153) | > loss_disc_real_0: 0.10378900915384293 (0.1369518640578961) | > loss_disc_real_1: 0.21954748034477234 (0.1894751224983361) | > loss_disc_real_2: 0.1984376162290573 (0.1883618982350513) | > loss_disc_real_3: 0.22726260125637054 (0.20460299784743713) | > loss_disc_real_4: 0.2105536311864853 (0.1946209575859159) | > loss_disc_real_5: 0.19170357286930084 (0.2075182358229083) | > loss_0: 2.13571834564209 (2.200107883394153) | > grad_norm_0: tensor(20.6197, device='cuda:0') (tensor(21.5912, device='cuda:0')) | > loss_gen: 2.9418106079101562 (2.770464177225148) | > loss_kl: 1.8648340702056885 (1.7166723979064842) | > loss_feat: 8.706008911132812 (8.335370705797791) | > loss_mel: 13.705487251281738 (13.028765514785166) | > loss_duration: 1.6044626235961914 (1.6626865924183842) | > amp_scaler: 128.0 (138.2483660130718) | > loss_1: 28.822601318359375 (27.513959448321966) | > grad_norm_1: tensor(435.5629, device='cuda:0') (tensor(342.5292, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8375 (0.8590231335241028) | > loader_time: 0.0096 (0.010237493935753324)  --> TIME: 2025-05-12 01:40:22 -- STEP: 662/725 -- GLOBAL_STEP: 390900 | > loss_disc: 2.3116559982299805 (2.200694535794213) | > loss_disc_real_0: 0.15804719924926758 (0.13694348903175918) | > loss_disc_real_1: 0.20312686264514923 (0.18947615778338145) | > loss_disc_real_2: 0.21291235089302063 (0.188340172419195) | > loss_disc_real_3: 0.20094193518161774 (0.20472535817374635) | > loss_disc_real_4: 0.20173798501491547 (0.19467740420398383) | > loss_disc_real_5: 0.20783858001232147 (0.20764372898462685) | > loss_0: 2.3116559982299805 (2.200694535794213) | > grad_norm_0: tensor(18.8126, device='cuda:0') (tensor(21.3476, device='cuda:0')) | > loss_gen: 2.58036470413208 (2.770143085736159) | > loss_kl: 1.4693737030029297 (1.7153956614592285) | > loss_feat: 7.118922233581543 (8.3307075947073) | > loss_mel: 12.379541397094727 (13.028481567014014) | > loss_duration: 1.6728830337524414 (1.6630369221335812) | > amp_scaler: 128.0 (137.47432024169174) | > loss_1: 25.221084594726562 (27.507764876789192) | > grad_norm_1: tensor(131.4949, device='cuda:0') (tensor(340.1072, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8802 (0.8587518926833688) | > loader_time: 0.0103 (0.010221254789577156)  --> TIME: 2025-05-12 01:41:06 -- STEP: 712/725 -- GLOBAL_STEP: 390950 | > loss_disc: 2.1299309730529785 (2.201222047712024) | > loss_disc_real_0: 0.10699809342622757 (0.137027538245481) | > loss_disc_real_1: 0.22122648358345032 (0.1894228436638799) | > loss_disc_real_2: 0.17937780916690826 (0.1884466035061337) | > loss_disc_real_3: 0.18565483391284943 (0.20468337394380837) | > loss_disc_real_4: 0.16915622353553772 (0.19482214520737684) | > loss_disc_real_5: 0.19321967661380768 (0.20764503921015887) | > loss_0: 2.1299309730529785 (2.201222047712024) | > grad_norm_0: tensor(33.6615, device='cuda:0') (tensor(21.2541, device='cuda:0')) | > loss_gen: 2.7705624103546143 (2.7692684407314525) | > loss_kl: 1.5712257623672485 (1.7130658557910599) | > loss_feat: 8.428563117980957 (8.324002446753264) | > loss_mel: 13.505728721618652 (13.027616044108782) | > loss_duration: 1.644196629524231 (1.662521513158016) | > amp_scaler: 128.0 (136.8089887640449) | > loss_1: 27.920278549194336 (27.496474351775774) | > grad_norm_1: tensor(271.2491, device='cuda:0') (tensor(340.6442, device='cuda:0')) | > current_lr_0: 0.00018846996461904062 | > current_lr_1: 0.00018846996461904062 | > step_time: 0.8452 (0.8589493163516009) | > loader_time: 0.01 (0.010217330763848988)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.283393621444702 (2.283393621444702) | > loss_disc_real_0: 0.1577777862548828 (0.1577777862548828) | > loss_disc_real_1: 0.18733467161655426 (0.18733467161655426) | > loss_disc_real_2: 0.18831346929073334 (0.18831346929073334) | > loss_disc_real_3: 0.20848427712917328 (0.20848427712917328) | > loss_disc_real_4: 0.294343501329422 (0.294343501329422) | > loss_disc_real_5: 0.21555748581886292 (0.21555748581886292) | > loss_0: 2.283393621444702 (2.283393621444702) | > loss_gen: 2.819235324859619 (2.819235324859619) | > loss_kl: 2.099156618118286 (2.099156618118286) | > loss_feat: 8.530378341674805 (8.530378341674805) | > loss_mel: 14.059295654296875 (14.059295654296875) | > loss_duration: 1.7363569736480713 (1.7363569736480713) | > loss_1: 29.244422912597656 (29.244422912597656)  --> STEP: 1 | > loss_disc: 2.2286102771759033 (2.2286102771759033) | > loss_disc_real_0: 0.15384390950202942 (0.15384390950202942) | > loss_disc_real_1: 0.1867944449186325 (0.1867944449186325) | > loss_disc_real_2: 0.18942274153232574 (0.18942274153232574) | > loss_disc_real_3: 0.20971651375293732 (0.20971651375293732) | > loss_disc_real_4: 0.2613051235675812 (0.2613051235675812) | > loss_disc_real_5: 0.21180501580238342 (0.21180501580238342) | > loss_0: 2.2286102771759033 (2.2286102771759033) | > loss_gen: 2.7218337059020996 (2.7218337059020996) | > loss_kl: 2.3109660148620605 (2.3109660148620605) | > loss_feat: 7.856131076812744 (7.856131076812744) | > loss_mel: 13.028300285339355 (13.028300285339355) | > loss_duration: 1.8579812049865723 (1.8579812049865723) | > loss_1: 27.775211334228516 (27.775211334228516)  --> STEP: 2 | > loss_disc: 2.2945244312286377 (2.2615673542022705) | > loss_disc_real_0: 0.1771705001592636 (0.16550720483064651) | > loss_disc_real_1: 0.19158950448036194 (0.18919197469949722) | > loss_disc_real_2: 0.19520829617977142 (0.19231551885604858) | > loss_disc_real_3: 0.2264794111251831 (0.2180979624390602) | > loss_disc_real_4: 0.2961180806159973 (0.27871160209178925) | > loss_disc_real_5: 0.21560190618038177 (0.2137034609913826) | > loss_0: 2.2945244312286377 (2.2615673542022705) | > loss_gen: 2.8266191482543945 (2.774226427078247) | > loss_kl: 2.1037819385528564 (2.2073739767074585) | > loss_feat: 7.62669563293457 (7.741413354873657) | > loss_mel: 13.207839965820312 (13.118070125579834) | > loss_duration: 1.8922497034072876 (1.87511545419693) | > loss_1: 27.657184600830078 (27.716197967529297)  --> STEP: 3 | > loss_disc: 2.3437862396240234 (2.288973649342855) | > loss_disc_real_0: 0.15627047419548035 (0.16242829461892447) | > loss_disc_real_1: 0.20547471940517426 (0.19461955626805624) | > loss_disc_real_2: 0.19586318731307983 (0.19349807500839233) | > loss_disc_real_3: 0.20858053863048553 (0.214925487836202) | > loss_disc_real_4: 0.29213595390319824 (0.2831863860289256) | > loss_disc_real_5: 0.2309793382883072 (0.21946208675702414) | > loss_0: 2.3437862396240234 (2.288973649342855) | > loss_gen: 2.661719560623169 (2.7367241382598877) | > loss_kl: 2.0250089168548584 (2.1465856234232583) | > loss_feat: 7.616002082824707 (7.699609597524007) | > loss_mel: 13.156414031982422 (13.13085142771403) | > loss_duration: 1.8603935241699219 (1.8702081441879272) | > loss_1: 27.319538116455078 (27.583978017171223)  --> STEP: 4 | > loss_disc: 2.200622797012329 (2.2668859362602234) | > loss_disc_real_0: 0.14205487072467804 (0.15733493864536285) | > loss_disc_real_1: 0.17311422526836395 (0.18924322351813316) | > loss_disc_real_2: 0.17027164995670319 (0.18769146874547005) | > loss_disc_real_3: 0.18874500691890717 (0.20838036760687828) | > loss_disc_real_4: 0.283291757106781 (0.28321272879838943) | > loss_disc_real_5: 0.1928924024105072 (0.2128196656703949) | > loss_0: 2.200622797012329 (2.2668859362602234) | > loss_gen: 2.6966445446014404 (2.726704239845276) | > loss_kl: 1.9040275812149048 (2.08594611287117) | > loss_feat: 9.224434852600098 (8.08081591129303) | > loss_mel: 14.68597412109375 (13.51963210105896) | > loss_duration: 1.7874460220336914 (1.8495176136493683) | > loss_1: 30.298526763916016 (28.262615203857422) --> EVAL PERFORMANCE | > avg_loader_time: 0.34971773624420166 (+0.022883236408233643) | > avg_loss_disc: 2.2668859362602234 (-0.16307014226913452) | > avg_loss_disc_real_0: 0.15733493864536285 (-0.09126492962241173) | > avg_loss_disc_real_1: 0.18924322351813316 (-0.05797640234231949) | > avg_loss_disc_real_2: 0.18769146874547005 (-0.03761989623308182) | > avg_loss_disc_real_3: 0.20838036760687828 (-0.04587452858686447) | > avg_loss_disc_real_4: 0.28321272879838943 (+0.006005175411701202) | > avg_loss_disc_real_5: 0.2128196656703949 (-0.07538525015115738) | > avg_loss_0: 2.2668859362602234 (-0.16307014226913452) | > avg_loss_gen: 2.726704239845276 (-0.4551813006401062) | > avg_loss_kl: 2.08594611287117 (+0.01084849238395691) | > avg_loss_feat: 8.08081591129303 (+0.16400015354156494) | > avg_loss_mel: 13.51963210105896 (-0.36986351013183594) | > avg_loss_duration: 1.8495176136493683 (+0.009862124919891357) | > avg_loss_1: 28.262615203857422 (-0.6403346061706543)  > EPOCH: 476/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 01:41:24)   --> TIME: 2025-05-12 01:41:58 -- STEP: 37/725 -- GLOBAL_STEP: 391000 | > loss_disc: 2.2706122398376465 (2.214183588285703) | > loss_disc_real_0: 0.13687953352928162 (0.13551604163807793) | > loss_disc_real_1: 0.1956564038991928 (0.19213963078485952) | > loss_disc_real_2: 0.17093122005462646 (0.18836542480700727) | > loss_disc_real_3: 0.22190608084201813 (0.20599898172391423) | > loss_disc_real_4: 0.18929623067378998 (0.19591225522595482) | > loss_disc_real_5: 0.20604410767555237 (0.2089737975919569) | > loss_0: 2.2706122398376465 (2.214183588285703) | > grad_norm_0: tensor(10.3248, device='cuda:0') (tensor(16.0794, device='cuda:0')) | > loss_gen: 2.6625070571899414 (2.7124749518729545) | > loss_kl: 1.658310890197754 (1.7101674337644834) | > loss_feat: 7.722321033477783 (7.996760419897131) | > loss_mel: 11.702506065368652 (12.60790894482587) | > loss_duration: 1.6491308212280273 (1.6610062734500781) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.394775390625 (26.68831794326369) | > grad_norm_1: tensor(255.9829, device='cuda:0') (tensor(252.7854, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8528 (0.8559820265383333) | > loader_time: 0.01 (0.010188160715876398) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_391000.pth  --> TIME: 2025-05-12 01:42:45 -- STEP: 87/725 -- GLOBAL_STEP: 391050 | > loss_disc: 2.2258520126342773 (2.2083597649102917) | > loss_disc_real_0: 0.1171201691031456 (0.13521316142260345) | > loss_disc_real_1: 0.17935656011104584 (0.1910430564620029) | > loss_disc_real_2: 0.18874582648277283 (0.1885839990158191) | > loss_disc_real_3: 0.22123606503009796 (0.20581603461298442) | > loss_disc_real_4: 0.20292465388774872 (0.1966781679583692) | > loss_disc_real_5: 0.19476006925106049 (0.20766925332189975) | > loss_0: 2.2258520126342773 (2.2083597649102917) | > grad_norm_0: tensor(21.4678, device='cuda:0') (tensor(17.4248, device='cuda:0')) | > loss_gen: 2.7993345260620117 (2.738925089781312) | > loss_kl: 1.673766016960144 (1.7275079461349838) | > loss_feat: 7.77744197845459 (8.188151288306576) | > loss_mel: 12.934635162353516 (12.787021132721295) | > loss_duration: 1.6254291534423828 (1.6613434457230842) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.810606002807617 (27.102948791679296) | > grad_norm_1: tensor(481.0477, device='cuda:0') (tensor(280.1593, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8393 (0.8624835589836382) | > loader_time: 0.0102 (0.010190138871642366)  --> TIME: 2025-05-12 01:43:29 -- STEP: 137/725 -- GLOBAL_STEP: 391100 | > loss_disc: 2.169842481613159 (2.1994680435988148) | > loss_disc_real_0: 0.12216094881296158 (0.13462236964137017) | > loss_disc_real_1: 0.22941085696220398 (0.18955812434645464) | > loss_disc_real_2: 0.18626010417938232 (0.18763678461095715) | > loss_disc_real_3: 0.20526346564292908 (0.2052615578592258) | > loss_disc_real_4: 0.17605461180210114 (0.19625775102716292) | > loss_disc_real_5: 0.1915522813796997 (0.20729743792627855) | > loss_0: 2.169842481613159 (2.1994680435988148) | > grad_norm_0: tensor(40.7125, device='cuda:0') (tensor(19.2103, device='cuda:0')) | > loss_gen: 2.7094740867614746 (2.7577659387658118) | > loss_kl: 1.7427023649215698 (1.7414824788587806) | > loss_feat: 8.102166175842285 (8.259459805314554) | > loss_mel: 12.787834167480469 (12.820983009616821) | > loss_duration: 1.6352990865707397 (1.660949506898866) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.977476119995117 (27.240640668103293) | > grad_norm_1: tensor(354.9755, device='cuda:0') (tensor(313.1664, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8288 (0.8633002469139376) | > loader_time: 0.0095 (0.01007814302931737)  --> TIME: 2025-05-12 01:44:13 -- STEP: 187/725 -- GLOBAL_STEP: 391150 | > loss_disc: 2.144819974899292 (2.197897534956906) | > loss_disc_real_0: 0.11167999356985092 (0.13377001941363434) | > loss_disc_real_1: 0.20786374807357788 (0.18934464558241831) | > loss_disc_real_2: 0.20687241852283478 (0.18738621377689954) | > loss_disc_real_3: 0.1781904101371765 (0.20580889029617608) | > loss_disc_real_4: 0.2050098329782486 (0.1955596493049102) | > loss_disc_real_5: 0.21813437342643738 (0.20819678281080284) | > loss_0: 2.144819974899292 (2.197897534956906) | > grad_norm_0: tensor(12.9469, device='cuda:0') (tensor(20.1126, device='cuda:0')) | > loss_gen: 2.9987924098968506 (2.7715854606526427) | > loss_kl: 1.6736373901367188 (1.7336849343967948) | > loss_feat: 8.76746654510498 (8.324973641869859) | > loss_mel: 12.649872779846191 (12.885771113920972) | > loss_duration: 1.6903716325759888 (1.6626630779256157) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.780141830444336 (27.37867813314346) | > grad_norm_1: tensor(368.1373, device='cuda:0') (tensor(331.8654, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8644 (0.8638228248147402) | > loader_time: 0.0102 (0.010195203005948814)  --> TIME: 2025-05-12 01:44:57 -- STEP: 237/725 -- GLOBAL_STEP: 391200 | > loss_disc: 2.066668748855591 (2.1999689109214757) | > loss_disc_real_0: 0.08744437247514725 (0.13475984092880394) | > loss_disc_real_1: 0.18597333133220673 (0.1897793434214491) | > loss_disc_real_2: 0.19002580642700195 (0.18782812973115012) | > loss_disc_real_3: 0.18616662919521332 (0.2058220469247439) | > loss_disc_real_4: 0.19132892787456512 (0.19571454313736933) | > loss_disc_real_5: 0.17649966478347778 (0.20742195649740572) | > loss_0: 2.066668748855591 (2.1999689109214757) | > grad_norm_0: tensor(29.6576, device='cuda:0') (tensor(21.2041, device='cuda:0')) | > loss_gen: 2.9177451133728027 (2.7751543139606594) | > loss_kl: 1.9061025381088257 (1.7339071447839214) | > loss_feat: 9.089925765991211 (8.322241974279352) | > loss_mel: 13.943778991699219 (12.862637660674402) | > loss_duration: 1.6438158750534058 (1.662622237507301) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.50136947631836 (27.356563286439275) | > grad_norm_1: tensor(522.6869, device='cuda:0') (tensor(350.2049, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8315 (0.8639723258682442) | > loader_time: 0.0103 (0.010140905903361523)  --> TIME: 2025-05-12 01:45:40 -- STEP: 287/725 -- GLOBAL_STEP: 391250 | > loss_disc: 2.282870292663574 (2.198655846642285) | > loss_disc_real_0: 0.15435905754566193 (0.13503451416924436) | > loss_disc_real_1: 0.18739788234233856 (0.18967554642971376) | > loss_disc_real_2: 0.19632801413536072 (0.18782568865744495) | > loss_disc_real_3: 0.21365709602832794 (0.20574010856683242) | > loss_disc_real_4: 0.17862442135810852 (0.19510933133783245) | > loss_disc_real_5: 0.2493916153907776 (0.20722073508679661) | > loss_0: 2.282870292663574 (2.198655846642285) | > grad_norm_0: tensor(27.5030, device='cuda:0') (tensor(21.5945, device='cuda:0')) | > loss_gen: 2.7685227394104004 (2.775744479707724) | > loss_kl: 1.6910886764526367 (1.7286214583426815) | > loss_feat: 8.082392692565918 (8.313084439533517) | > loss_mel: 12.648386001586914 (12.880382325175743) | > loss_duration: 1.673568844795227 (1.6621521171377096) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.86395835876465 (27.35998478002249) | > grad_norm_1: tensor(391.0134, device='cuda:0') (tensor(356.5279, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8346 (0.8636038170458963) | > loader_time: 0.0098 (0.010159678575469228)  --> TIME: 2025-05-12 01:46:24 -- STEP: 337/725 -- GLOBAL_STEP: 391300 | > loss_disc: 2.2826452255249023 (2.1965803820584573) | > loss_disc_real_0: 0.11898425221443176 (0.13466262326573045) | > loss_disc_real_1: 0.1981528103351593 (0.18957302509323418) | > loss_disc_real_2: 0.1822163611650467 (0.18731456238898045) | > loss_disc_real_3: 0.20360107719898224 (0.20550754856461934) | > loss_disc_real_4: 0.20652522146701813 (0.19514588388208112) | > loss_disc_real_5: 0.21192847192287445 (0.20704386164420435) | > loss_0: 2.2826452255249023 (2.1965803820584573) | > grad_norm_0: tensor(13.1498, device='cuda:0') (tensor(21.3728, device='cuda:0')) | > loss_gen: 2.5370700359344482 (2.774983078506652) | > loss_kl: 1.653856635093689 (1.7279779967639135) | > loss_feat: 7.976612091064453 (8.329554379516967) | > loss_mel: 12.56556224822998 (12.89321151473048) | > loss_duration: 1.6674834489822388 (1.6617845215500286) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.400583267211914 (27.38751142032068) | > grad_norm_1: tensor(176.3525, device='cuda:0') (tensor(355.2713, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8669 (0.8640214795528605) | > loader_time: 0.0101 (0.01018159891802055)  --> TIME: 2025-05-12 01:47:09 -- STEP: 387/725 -- GLOBAL_STEP: 391350 | > loss_disc: 2.2052087783813477 (2.1980638232958087) | > loss_disc_real_0: 0.16683828830718994 (0.13455054400734198) | > loss_disc_real_1: 0.1914660632610321 (0.1897388970436051) | > loss_disc_real_2: 0.18777309358119965 (0.18728424420036402) | > loss_disc_real_3: 0.23117315769195557 (0.20552071882772807) | > loss_disc_real_4: 0.16539444029331207 (0.19524102810125327) | > loss_disc_real_5: 0.21800805628299713 (0.20745846140138247) | > loss_0: 2.2052087783813477 (2.1980638232958087) | > grad_norm_0: tensor(36.2686, device='cuda:0') (tensor(21.0892, device='cuda:0')) | > loss_gen: 2.886382579803467 (2.772125810923813) | > loss_kl: 1.709586262702942 (1.7311124752350242) | > loss_feat: 8.801468849182129 (8.303448594509787) | > loss_mel: 14.42138671875 (12.880962588682344) | > loss_duration: 1.7535775899887085 (1.6620922729334473) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.572402954101562 (27.34974169669533) | > grad_norm_1: tensor(448.8512, device='cuda:0') (tensor(352.1361, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8807 (0.8653839959038628) | > loader_time: 0.01 (0.01014429469441259)  --> TIME: 2025-05-12 01:47:53 -- STEP: 437/725 -- GLOBAL_STEP: 391400 | > loss_disc: 2.2233052253723145 (2.200648357993679) | > loss_disc_real_0: 0.12332170456647873 (0.13541228359978574) | > loss_disc_real_1: 0.20155584812164307 (0.1900052922336678) | > loss_disc_real_2: 0.18822771310806274 (0.18756769706646426) | > loss_disc_real_3: 0.19796262681484222 (0.205506813983077) | > loss_disc_real_4: 0.19835616648197174 (0.19542980524849837) | > loss_disc_real_5: 0.2347053438425064 (0.20741157100729865) | > loss_0: 2.2233052253723145 (2.200648357993679) | > grad_norm_0: tensor(31.4050, device='cuda:0') (tensor(21.5706, device='cuda:0')) | > loss_gen: 2.762486219406128 (2.771199047429067) | > loss_kl: 1.6228240728378296 (1.727277849849901) | > loss_feat: 8.551227569580078 (8.28975623914252) | > loss_mel: 12.862751960754395 (12.866448258371591) | > loss_duration: 1.6417689323425293 (1.6619427490561722) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.441059112548828 (27.31662411547907) | > grad_norm_1: tensor(551.4490, device='cuda:0') (tensor(354.8742, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.9003 (0.8647393672908198) | > loader_time: 0.0099 (0.010192278593574022)  --> TIME: 2025-05-12 01:48:37 -- STEP: 487/725 -- GLOBAL_STEP: 391450 | > loss_disc: 2.296818256378174 (2.2024576962606144) | > loss_disc_real_0: 0.13961546123027802 (0.13562721477580503) | > loss_disc_real_1: 0.1906159669160843 (0.18998686155376976) | > loss_disc_real_2: 0.20667169988155365 (0.18786867195453494) | > loss_disc_real_3: 0.2143528014421463 (0.2053219598911136) | > loss_disc_real_4: 0.1911570429801941 (0.1954043905960216) | > loss_disc_real_5: 0.19765602052211761 (0.20761021408701824) | > loss_0: 2.296818256378174 (2.2024576962606144) | > grad_norm_0: tensor(25.0274, device='cuda:0') (tensor(21.5726, device='cuda:0')) | > loss_gen: 2.5902280807495117 (2.7662905696970745) | > loss_kl: 1.7478498220443726 (1.7261946223354923) | > loss_feat: 7.445628643035889 (8.267925898886805) | > loss_mel: 11.668081283569336 (12.852310082750886) | > loss_duration: 1.642228126525879 (1.661975262835775) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.094017028808594 (27.274696428428193) | > grad_norm_1: tensor(490.1583, device='cuda:0') (tensor(356.7154, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8302 (0.8644768246879813) | > loader_time: 0.0095 (0.010178341268269192)  --> TIME: 2025-05-12 01:49:20 -- STEP: 537/725 -- GLOBAL_STEP: 391500 | > loss_disc: 2.1921534538269043 (2.200338520817251) | > loss_disc_real_0: 0.16363391280174255 (0.1353918067986072) | > loss_disc_real_1: 0.2072262465953827 (0.1898391994351115) | > loss_disc_real_2: 0.1978181004524231 (0.18794839281165626) | > loss_disc_real_3: 0.21068614721298218 (0.20523642383696195) | > loss_disc_real_4: 0.20031937956809998 (0.19520863160851729) | > loss_disc_real_5: 0.22403961420059204 (0.20744668760335203) | > loss_0: 2.1921534538269043 (2.200338520817251) | > grad_norm_0: tensor(44.6857, device='cuda:0') (tensor(21.8835, device='cuda:0')) | > loss_gen: 2.769435405731201 (2.7710574166068835) | > loss_kl: 1.6800295114517212 (1.7272612109530567) | > loss_feat: 8.806578636169434 (8.29359068240089) | > loss_mel: 13.081937789916992 (12.886505235284842) | > loss_duration: 1.6828322410583496 (1.6624734681411828) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.020814895629883 (27.340887993185653) | > grad_norm_1: tensor(366.3016, device='cuda:0') (tensor(360.6335, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8703 (0.8643600456763469) | > loader_time: 0.0095 (0.010160790697378378)  --> TIME: 2025-05-12 01:50:04 -- STEP: 587/725 -- GLOBAL_STEP: 391550 | > loss_disc: 2.1880931854248047 (2.202552144328416) | > loss_disc_real_0: 0.1160656213760376 (0.13526687076794428) | > loss_disc_real_1: 0.21125520765781403 (0.19008388328389778) | > loss_disc_real_2: 0.21104615926742554 (0.18827256509555063) | > loss_disc_real_3: 0.20482616126537323 (0.20527423585700005) | > loss_disc_real_4: 0.2520081102848053 (0.19539965646027296) | > loss_disc_real_5: 0.21779942512512207 (0.20797509500785413) | > loss_0: 2.1880931854248047 (2.202552144328416) | > grad_norm_0: tensor(23.3192, device='cuda:0') (tensor(22.0851, device='cuda:0')) | > loss_gen: 2.7619528770446777 (2.7702449907436093) | > loss_kl: 1.6994881629943848 (1.725006540954823) | > loss_feat: 7.988539218902588 (8.282052467385178) | > loss_mel: 12.557266235351562 (12.890057052014429) | > loss_duration: 1.6449403762817383 (1.6618310377585628) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.65218734741211 (27.329192120943596) | > grad_norm_1: tensor(566.8179, device='cuda:0') (tensor(364.0388, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8711 (0.864119013895168) | > loader_time: 0.0101 (0.010154766768369398)  --> TIME: 2025-05-12 01:50:48 -- STEP: 637/725 -- GLOBAL_STEP: 391600 | > loss_disc: 2.186556816101074 (2.2005660150264497) | > loss_disc_real_0: 0.13730184733867645 (0.1353737408853775) | > loss_disc_real_1: 0.17684420943260193 (0.18993797512312685) | > loss_disc_real_2: 0.17224331200122833 (0.1881888057083313) | > loss_disc_real_3: 0.17744165658950806 (0.20508589601404428) | > loss_disc_real_4: 0.19739137589931488 (0.19509730900943373) | > loss_disc_real_5: 0.17235778272151947 (0.20762100160776906) | > loss_0: 2.186556816101074 (2.2005660150264497) | > grad_norm_0: tensor(13.0706, device='cuda:0') (tensor(22.3100, device='cuda:0')) | > loss_gen: 2.5796189308166504 (2.774713465707083) | > loss_kl: 1.7435435056686401 (1.7224661096860319) | > loss_feat: 8.462368965148926 (8.303996911041404) | > loss_mel: 12.864049911499023 (12.925709180966642) | > loss_duration: 1.6342809200286865 (1.6617093634567979) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.28386116027832 (27.38859506903488) | > grad_norm_1: tensor(174.7672, device='cuda:0') (tensor(366.4674, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8683 (0.8641062250691268) | > loader_time: 0.0122 (0.010164347323742544)  --> TIME: 2025-05-12 01:51:32 -- STEP: 687/725 -- GLOBAL_STEP: 391650 | > loss_disc: 2.141242027282715 (2.2013597174329393) | > loss_disc_real_0: 0.1464744359254837 (0.13535871459754112) | > loss_disc_real_1: 0.17150737345218658 (0.19005997591750937) | > loss_disc_real_2: 0.17699845135211945 (0.18824513391029019) | > loss_disc_real_3: 0.16806268692016602 (0.2051372326574297) | > loss_disc_real_4: 0.1705174446105957 (0.19503772503857703) | > loss_disc_real_5: 0.1698884665966034 (0.20783063728129145) | > loss_0: 2.141242027282715 (2.2013597174329393) | > grad_norm_0: tensor(9.9432, device='cuda:0') (tensor(22.0514, device='cuda:0')) | > loss_gen: 2.784909963607788 (2.7732160455795376) | > loss_kl: 1.7157957553863525 (1.7203255218536393) | > loss_feat: 9.015913009643555 (8.297331316502328) | > loss_mel: 13.088387489318848 (12.93316612215888) | > loss_duration: 1.6598378419876099 (1.6617906386848793) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.264842987060547 (27.385829678442455) | > grad_norm_1: tensor(155.5002, device='cuda:0') (tensor(360.8385, device='cuda:0')) | > current_lr_0: 0.00018844640587346325 | > current_lr_1: 0.00018844640587346325 | > step_time: 0.8831 (0.8636830300743403) | > loader_time: 0.0109 (0.010166586052729402)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1377763748168945 (2.1377763748168945) | > loss_disc_real_0: 0.14840082824230194 (0.14840082824230194) | > loss_disc_real_1: 0.17746013402938843 (0.17746013402938843) | > loss_disc_real_2: 0.19045300781726837 (0.19045300781726837) | > loss_disc_real_3: 0.2519245743751526 (0.2519245743751526) | > loss_disc_real_4: 0.21788789331912994 (0.21788789331912994) | > loss_disc_real_5: 0.2721407115459442 (0.2721407115459442) | > loss_0: 2.1377763748168945 (2.1377763748168945) | > loss_gen: 3.1553173065185547 (3.1553173065185547) | > loss_kl: 2.353105068206787 (2.353105068206787) | > loss_feat: 10.577743530273438 (10.577743530273438) | > loss_mel: 15.317038536071777 (15.317038536071777) | > loss_duration: 1.7426735162734985 (1.7426735162734985) | > loss_1: 33.145877838134766 (33.145877838134766)  --> STEP: 1 | > loss_disc: 2.224212169647217 (2.224212169647217) | > loss_disc_real_0: 0.15429143607616425 (0.15429143607616425) | > loss_disc_real_1: 0.20176617801189423 (0.20176617801189423) | > loss_disc_real_2: 0.19839954376220703 (0.19839954376220703) | > loss_disc_real_3: 0.2496432512998581 (0.2496432512998581) | > loss_disc_real_4: 0.22214557230472565 (0.22214557230472565) | > loss_disc_real_5: 0.2836001515388489 (0.2836001515388489) | > loss_0: 2.224212169647217 (2.224212169647217) | > loss_gen: 3.0199127197265625 (3.0199127197265625) | > loss_kl: 2.20190691947937 (2.20190691947937) | > loss_feat: 9.053156852722168 (9.053156852722168) | > loss_mel: 14.061134338378906 (14.061134338378906) | > loss_duration: 1.8734676837921143 (1.8734676837921143) | > loss_1: 30.209579467773438 (30.209579467773438)  --> STEP: 2 | > loss_disc: 2.282569408416748 (2.2533907890319824) | > loss_disc_real_0: 0.17010419070720673 (0.16219781339168549) | > loss_disc_real_1: 0.2135666459798813 (0.20766641199588776) | > loss_disc_real_2: 0.17450177669525146 (0.18645066022872925) | > loss_disc_real_3: 0.25494086742401123 (0.25229205936193466) | > loss_disc_real_4: 0.23095741868019104 (0.22655149549245834) | > loss_disc_real_5: 0.27163827419281006 (0.27761921286582947) | > loss_0: 2.282569408416748 (2.2533907890319824) | > loss_gen: 2.919400930404663 (2.969656825065613) | > loss_kl: 1.987578272819519 (2.0947425961494446) | > loss_feat: 8.300037384033203 (8.676597118377686) | > loss_mel: 13.534905433654785 (13.798019886016846) | > loss_duration: 1.8778703212738037 (1.875669002532959) | > loss_1: 28.619792938232422 (29.41468620300293)  --> STEP: 3 | > loss_disc: 2.276742696762085 (2.26117475827535) | > loss_disc_real_0: 0.15435723960399628 (0.1595842887957891) | > loss_disc_real_1: 0.20219537615776062 (0.2058427333831787) | > loss_disc_real_2: 0.18461337685585022 (0.18583823243776956) | > loss_disc_real_3: 0.2744109034538269 (0.25966500739256543) | > loss_disc_real_4: 0.23386161029338837 (0.22898820042610168) | > loss_disc_real_5: 0.26441046595573425 (0.27321629722913104) | > loss_0: 2.276742696762085 (2.26117475827535) | > loss_gen: 2.885326862335205 (2.94154683748881) | > loss_kl: 2.0791702270507812 (2.08955180644989) | > loss_feat: 8.583955764770508 (8.645716667175293) | > loss_mel: 13.59950065612793 (13.731846809387207) | > loss_duration: 1.878868579864502 (1.87673552831014) | > loss_1: 29.02682113647461 (29.28539784749349)  --> STEP: 4 | > loss_disc: 2.16400146484375 (2.23688143491745) | > loss_disc_real_0: 0.12346220761537552 (0.1505537685006857) | > loss_disc_real_1: 0.17726264894008636 (0.19869771227240562) | > loss_disc_real_2: 0.173440620303154 (0.18273882940411568) | > loss_disc_real_3: 0.26087066531181335 (0.2599664218723774) | > loss_disc_real_4: 0.23466575145721436 (0.23040758818387985) | > loss_disc_real_5: 0.2758273482322693 (0.2738690599799156) | > loss_0: 2.16400146484375 (2.23688143491745) | > loss_gen: 3.100855588912964 (2.9813740253448486) | > loss_kl: 2.349632501602173 (2.154571980237961) | > loss_feat: 10.437192916870117 (9.093585729598999) | > loss_mel: 16.139741897583008 (14.333820581436157) | > loss_duration: 1.7975666522979736 (1.8569433093070984) | > loss_1: 33.824989318847656 (30.42029571533203) --> EVAL PERFORMANCE | > avg_loader_time: 0.3214118480682373 (-0.028305888175964355) | > avg_loss_disc: 2.23688143491745 (-0.030004501342773438) | > avg_loss_disc_real_0: 0.1505537685006857 (-0.006781170144677162) | > avg_loss_disc_real_1: 0.19869771227240562 (+0.009454488754272461) | > avg_loss_disc_real_2: 0.18273882940411568 (-0.00495263934135437) | > avg_loss_disc_real_3: 0.2599664218723774 (+0.051586054265499115) | > avg_loss_disc_real_4: 0.23040758818387985 (-0.05280514061450958) | > avg_loss_disc_real_5: 0.2738690599799156 (+0.06104939430952072) | > avg_loss_0: 2.23688143491745 (-0.030004501342773438) | > avg_loss_gen: 2.9813740253448486 (+0.25466978549957275) | > avg_loss_kl: 2.154571980237961 (+0.06862586736679077) | > avg_loss_feat: 9.093585729598999 (+1.0127698183059692) | > avg_loss_mel: 14.333820581436157 (+0.8141884803771973) | > avg_loss_duration: 1.8569433093070984 (+0.0074256956577301025) | > avg_loss_1: 30.42029571533203 (+2.1576805114746094)  > EPOCH: 477/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 01:52:12)   --> TIME: 2025-05-12 01:52:24 -- STEP: 12/725 -- GLOBAL_STEP: 391700 | > loss_disc: 2.1557960510253906 (2.223076124986013) | > loss_disc_real_0: 0.12151115387678146 (0.13485186795393625) | > loss_disc_real_1: 0.21447505056858063 (0.19339317083358765) | > loss_disc_real_2: 0.17124313116073608 (0.18688858672976494) | > loss_disc_real_3: 0.2244434505701065 (0.21118364607294401) | > loss_disc_real_4: 0.18031729757785797 (0.1979241818189621) | > loss_disc_real_5: 0.18229351937770844 (0.2114882841706276) | > loss_0: 2.1557960510253906 (2.223076124986013) | > grad_norm_0: tensor(24.4498, device='cuda:0') (tensor(19.4543, device='cuda:0')) | > loss_gen: 2.793652057647705 (2.7164780298868814) | > loss_kl: 1.8724571466445923 (1.8275744219621022) | > loss_feat: 8.385682106018066 (8.145970463752748) | > loss_mel: 12.652080535888672 (12.883819897969564) | > loss_duration: 1.699879765510559 (1.6667922337849934) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.40375328063965 (27.24063475926717) | > grad_norm_1: tensor(107.3365, device='cuda:0') (tensor(299.9774, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.861 (0.8460936943689982) | > loader_time: 0.0089 (0.010471145311991373)  --> TIME: 2025-05-12 01:53:08 -- STEP: 62/725 -- GLOBAL_STEP: 391750 | > loss_disc: 2.271247625350952 (2.202006426549726) | > loss_disc_real_0: 0.14838434755802155 (0.1326960129362921) | > loss_disc_real_1: 0.2009817510843277 (0.1900824837146267) | > loss_disc_real_2: 0.18389873206615448 (0.1867711666610933) | > loss_disc_real_3: 0.20473189651966095 (0.20778496395195684) | > loss_disc_real_4: 0.18786108493804932 (0.1954438597444565) | > loss_disc_real_5: 0.22546763718128204 (0.20914080787089565) | > loss_0: 2.271247625350952 (2.202006426549726) | > grad_norm_0: tensor(26.2751, device='cuda:0') (tensor(20.2844, device='cuda:0')) | > loss_gen: 2.595003128051758 (2.755703818413519) | > loss_kl: 1.609602928161621 (1.738885256551927) | > loss_feat: 7.400944709777832 (8.30280348562426) | > loss_mel: 12.754731178283691 (12.921064669086087) | > loss_duration: 1.7006324529647827 (1.6618665764408727) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.0609130859375 (27.380323809962118) | > grad_norm_1: tensor(365.6891, device='cuda:0') (tensor(340.7733, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8394 (0.8614728989139679) | > loader_time: 0.0097 (0.010537551295372745)  --> TIME: 2025-05-12 01:53:52 -- STEP: 112/725 -- GLOBAL_STEP: 391800 | > loss_disc: 2.034654140472412 (2.201944184090408) | > loss_disc_real_0: 0.11121480166912079 (0.13476171065121875) | > loss_disc_real_1: 0.17498527467250824 (0.18995781801640987) | > loss_disc_real_2: 0.17824336886405945 (0.18782620690762997) | > loss_disc_real_3: 0.21711578965187073 (0.2065125894067543) | > loss_disc_real_4: 0.20601344108581543 (0.19510459540677919) | > loss_disc_real_5: 0.16707727313041687 (0.20759483839252166) | > loss_0: 2.034654140472412 (2.201944184090408) | > grad_norm_0: tensor(15.0682, device='cuda:0') (tensor(20.5482, device='cuda:0')) | > loss_gen: 3.175279140472412 (2.7560698155845924) | > loss_kl: 1.634656548500061 (1.7231456520301955) | > loss_feat: 10.063668251037598 (8.287298794303625) | > loss_mel: 14.628288269042969 (12.898657202720644) | > loss_duration: 1.6492774486541748 (1.6647721188408988) | > amp_scaler: 128.0 (128.0) | > loss_1: 31.15117073059082 (27.329943537712097) | > grad_norm_1: tensor(286.0511, device='cuda:0') (tensor(330.9644, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.834 (0.8619733282497951) | > loader_time: 0.01 (0.01039797067642212)  --> TIME: 2025-05-12 01:54:36 -- STEP: 162/725 -- GLOBAL_STEP: 391850 | > loss_disc: 2.177741289138794 (2.193656605702858) | > loss_disc_real_0: 0.16743193566799164 (0.13488339655745168) | > loss_disc_real_1: 0.1804054230451584 (0.18967410416146854) | > loss_disc_real_2: 0.17442874610424042 (0.18679187575608117) | > loss_disc_real_3: 0.18801400065422058 (0.2053152051420859) | > loss_disc_real_4: 0.1564045250415802 (0.1947139163995966) | > loss_disc_real_5: 0.19852763414382935 (0.20695225094203595) | > loss_0: 2.177741289138794 (2.193656605702858) | > grad_norm_0: tensor(25.2284, device='cuda:0') (tensor(21.9275, device='cuda:0')) | > loss_gen: 2.8709192276000977 (2.7756291922227843) | > loss_kl: 1.8981459140777588 (1.713099671734704) | > loss_feat: 8.987088203430176 (8.355522959320638) | > loss_mel: 12.985795974731445 (12.941607381090709) | > loss_duration: 1.6278419494628906 (1.6642825507823331) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.369789123535156 (27.45014167126313) | > grad_norm_1: tensor(376.3854, device='cuda:0') (tensor(345.1457, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8391 (0.8618121117721369) | > loader_time: 0.0099 (0.010399081088878496)  --> TIME: 2025-05-12 01:55:20 -- STEP: 212/725 -- GLOBAL_STEP: 391900 | > loss_disc: 2.3693737983703613 (2.1997566791075576) | > loss_disc_real_0: 0.1547463983297348 (0.1355445741693366) | > loss_disc_real_1: 0.20048265159130096 (0.1900240565246006) | > loss_disc_real_2: 0.2084905356168747 (0.18822071181153344) | > loss_disc_real_3: 0.22097985446453094 (0.20539492931006087) | > loss_disc_real_4: 0.2057894617319107 (0.19462085824530073) | > loss_disc_real_5: 0.20909738540649414 (0.20785773418984324) | > loss_0: 2.3693737983703613 (2.1997566791075576) | > grad_norm_0: tensor(19.7743, device='cuda:0') (tensor(22.3261, device='cuda:0')) | > loss_gen: 2.5147886276245117 (2.7713328914822273) | > loss_kl: 1.7255840301513672 (1.7137883800380636) | > loss_feat: 6.699393272399902 (8.30956926660718) | > loss_mel: 10.041258811950684 (12.937530769492097) | > loss_duration: 1.6602299213409424 (1.6647860284121532) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.64125633239746 (27.39700728542399) | > grad_norm_1: tensor(342.1270, device='cuda:0') (tensor(346.9170, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.836 (0.8611747262612829) | > loader_time: 0.0099 (0.01035630140664443)  --> TIME: 2025-05-12 01:56:03 -- STEP: 262/725 -- GLOBAL_STEP: 391950 | > loss_disc: 2.1674082279205322 (2.2008316312127443) | > loss_disc_real_0: 0.12588496506214142 (0.13543747837534384) | > loss_disc_real_1: 0.18917728960514069 (0.1898670980834779) | > loss_disc_real_2: 0.1844201236963272 (0.1882760517356049) | > loss_disc_real_3: 0.1894887387752533 (0.20573033881551434) | > loss_disc_real_4: 0.20163649320602417 (0.19480766054555654) | > loss_disc_real_5: 0.2113918662071228 (0.2080907433770085) | > loss_0: 2.1674082279205322 (2.2008316312127443) | > grad_norm_0: tensor(32.9056, device='cuda:0') (tensor(21.7642, device='cuda:0')) | > loss_gen: 2.7419159412384033 (2.7635313090477283) | > loss_kl: 1.765217661857605 (1.7109709964453719) | > loss_feat: 8.383584976196289 (8.285235914565229) | > loss_mel: 13.601409912109375 (12.90711451304778) | > loss_duration: 1.6654982566833496 (1.6650145176712794) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.157629013061523 (27.331867298097094) | > grad_norm_1: tensor(465.4156, device='cuda:0') (tensor(343.9479, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.895 (0.8605945128520937) | > loader_time: 0.011 (0.010355352445413142)  --> TIME: 2025-05-12 01:56:47 -- STEP: 312/725 -- GLOBAL_STEP: 392000 | > loss_disc: 2.2644448280334473 (2.201009706808969) | > loss_disc_real_0: 0.13654208183288574 (0.1353741623938848) | > loss_disc_real_1: 0.19715403020381927 (0.18999664093821478) | > loss_disc_real_2: 0.20384368300437927 (0.1886710698883502) | > loss_disc_real_3: 0.19191062450408936 (0.2053982262523511) | > loss_disc_real_4: 0.1995888352394104 (0.1947550250647159) | > loss_disc_real_5: 0.1954352706670761 (0.20777518115937704) | > loss_0: 2.2644448280334473 (2.201009706808969) | > grad_norm_0: tensor(18.4275, device='cuda:0') (tensor(21.8370, device='cuda:0')) | > loss_gen: 2.7237980365753174 (2.7596955368152027) | > loss_kl: 1.7934205532073975 (1.7080478843970177) | > loss_feat: 7.371939659118652 (8.25505469242732) | > loss_mel: 11.628763198852539 (12.856238713631267) | > loss_duration: 1.6496222019195557 (1.6638193130493164) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.167545318603516 (27.242856209094708) | > grad_norm_1: tensor(460.3827, device='cuda:0') (tensor(347.6458, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8592 (0.8603787903602303) | > loader_time: 0.0099 (0.010312701647098252) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_392000.pth  --> TIME: 2025-05-12 01:57:34 -- STEP: 362/725 -- GLOBAL_STEP: 392050 | > loss_disc: 2.1824498176574707 (2.2003585620479678) | > loss_disc_real_0: 0.1720392107963562 (0.13585267711986493) | > loss_disc_real_1: 0.19319522380828857 (0.18968706668575827) | > loss_disc_real_2: 0.2278006672859192 (0.1885079286210444) | > loss_disc_real_3: 0.21560463309288025 (0.20548117926436898) | > loss_disc_real_4: 0.22313210368156433 (0.19501623803574733) | > loss_disc_real_5: 0.19889992475509644 (0.2072025605822136) | > loss_0: 2.1824498176574707 (2.2003585620479678) | > grad_norm_0: tensor(25.7311, device='cuda:0') (tensor(22.1714, device='cuda:0')) | > loss_gen: 2.9316728115081787 (2.7643686987418494) | > loss_kl: 1.6713762283325195 (1.7078836889556759) | > loss_feat: 8.589925765991211 (8.256007402641346) | > loss_mel: 14.216106414794922 (12.860600471496587) | > loss_duration: 1.5984348058700562 (1.6626063124250972) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.007516860961914 (27.251466645720257) | > grad_norm_1: tensor(92.1848, device='cuda:0') (tensor(355.5643, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8629 (0.8612815852981901) | > loader_time: 0.0098 (0.010263048482863284)  --> TIME: 2025-05-12 01:58:18 -- STEP: 412/725 -- GLOBAL_STEP: 392100 | > loss_disc: 2.3172547817230225 (2.2018706804340304) | > loss_disc_real_0: 0.21404555439949036 (0.13622014960545353) | > loss_disc_real_1: 0.22559267282485962 (0.18993231082714881) | > loss_disc_real_2: 0.18179486691951752 (0.1887230168196182) | > loss_disc_real_3: 0.21229921281337738 (0.2055651033387601) | > loss_disc_real_4: 0.20243027806282043 (0.19508283838485047) | > loss_disc_real_5: 0.17617197334766388 (0.20713812474486895) | > loss_0: 2.3172547817230225 (2.2018706804340304) | > grad_norm_0: tensor(16.7145, device='cuda:0') (tensor(22.5900, device='cuda:0')) | > loss_gen: 2.5651304721832275 (2.766050939421052) | > loss_kl: 1.6939723491668701 (1.7104705812282932) | > loss_feat: 6.865355014801025 (8.248248408141652) | > loss_mel: 11.136493682861328 (12.868329911556064) | > loss_duration: 1.6700507402420044 (1.6628591473241454) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.931001663208008 (27.255959043225037) | > grad_norm_1: tensor(167.0108, device='cuda:0') (tensor(364.6656, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8671 (0.8611925128594182) | > loader_time: 0.0097 (0.010256774217179679)  --> TIME: 2025-05-12 01:59:01 -- STEP: 462/725 -- GLOBAL_STEP: 392150 | > loss_disc: 2.355839252471924 (2.202802280326941) | > loss_disc_real_0: 0.1595606654882431 (0.13610103292576162) | > loss_disc_real_1: 0.21043069660663605 (0.18983139129944182) | > loss_disc_real_2: 0.20231589674949646 (0.188701224243228) | > loss_disc_real_3: 0.21365506947040558 (0.2055167483883503) | > loss_disc_real_4: 0.2102116495370865 (0.19502666663555868) | > loss_disc_real_5: 0.21650998294353485 (0.20764977955843977) | > loss_0: 2.355839252471924 (2.202802280326941) | > grad_norm_0: tensor(9.9928, device='cuda:0') (tensor(22.5359, device='cuda:0')) | > loss_gen: 2.5742483139038086 (2.7623847728167776) | > loss_kl: 1.6955503225326538 (1.7069150743546424) | > loss_feat: 6.513883113861084 (8.23580222005968) | > loss_mel: 10.843536376953125 (12.85500405051492) | > loss_duration: 1.7042582035064697 (1.6629155229180406) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.331478118896484 (27.223021672401593) | > grad_norm_1: tensor(178.5913, device='cuda:0') (tensor(366.7672, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8054 (0.8607246648697624) | > loader_time: 0.0113 (0.010238188169735334)  --> TIME: 2025-05-12 01:59:45 -- STEP: 512/725 -- GLOBAL_STEP: 392200 | > loss_disc: 2.1910412311553955 (2.2025166489183885) | > loss_disc_real_0: 0.15218988060951233 (0.13639938067353796) | > loss_disc_real_1: 0.18008147180080414 (0.1899114500556607) | > loss_disc_real_2: 0.16904431581497192 (0.18870852113468567) | > loss_disc_real_3: 0.19138094782829285 (0.20527169629349376) | > loss_disc_real_4: 0.21580082178115845 (0.19495823112083596) | > loss_disc_real_5: 0.20357808470726013 (0.2074642543448135) | > loss_0: 2.1910412311553955 (2.2025166489183885) | > grad_norm_0: tensor(22.0726, device='cuda:0') (tensor(22.5397, device='cuda:0')) | > loss_gen: 2.8716630935668945 (2.7619481440633535) | > loss_kl: 1.645768642425537 (1.7077232119627297) | > loss_feat: 8.944788932800293 (8.231598486192524) | > loss_mel: 12.634970664978027 (12.861143199726943) | > loss_duration: 1.5948917865753174 (1.6633774635847658) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.69208335876465 (27.225790534168482) | > grad_norm_1: tensor(293.7286, device='cuda:0') (tensor(368.7585, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8616 (0.860973702277988) | > loader_time: 0.0125 (0.010239476338028908)  --> TIME: 2025-05-12 02:00:29 -- STEP: 562/725 -- GLOBAL_STEP: 392250 | > loss_disc: 2.1514761447906494 (2.203656492708415) | > loss_disc_real_0: 0.1352965384721756 (0.13650015990823186) | > loss_disc_real_1: 0.16672064363956451 (0.19006821855213288) | > loss_disc_real_2: 0.18342916667461395 (0.18876655224803496) | > loss_disc_real_3: 0.24562472105026245 (0.2054285608841856) | > loss_disc_real_4: 0.20422689616680145 (0.19511228041504622) | > loss_disc_real_5: 0.19926880300045013 (0.20746016176251747) | > loss_0: 2.1514761447906494 (2.203656492708415) | > grad_norm_0: tensor(15.7273, device='cuda:0') (tensor(22.5792, device='cuda:0')) | > loss_gen: 2.8491992950439453 (2.761662539214002) | > loss_kl: 1.7055771350860596 (1.7080118087687106) | > loss_feat: 8.236495971679688 (8.228890960326824) | > loss_mel: 13.079808235168457 (12.866927851137318) | > loss_duration: 1.6411073207855225 (1.6635216883917299) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.512187957763672 (27.229014865019987) | > grad_norm_1: tensor(181.9378, device='cuda:0') (tensor(369.6931, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8849 (0.8604484270475936) | > loader_time: 0.0098 (0.010228828179030234)  --> TIME: 2025-05-12 02:01:12 -- STEP: 612/725 -- GLOBAL_STEP: 392300 | > loss_disc: 2.0843822956085205 (2.2045917834331763) | > loss_disc_real_0: 0.13454067707061768 (0.13669616190923584) | > loss_disc_real_1: 0.18363279104232788 (0.190115584170117) | > loss_disc_real_2: 0.19006800651550293 (0.18881372968647983) | > loss_disc_real_3: 0.21825195848941803 (0.20557303453972153) | > loss_disc_real_4: 0.1980147808790207 (0.19536562371098137) | > loss_disc_real_5: 0.21472781896591187 (0.2072787931298508) | > loss_0: 2.0843822956085205 (2.2045917834331763) | > grad_norm_0: tensor(28.8353, device='cuda:0') (tensor(22.8507, device='cuda:0')) | > loss_gen: 2.8656163215637207 (2.761703398882176) | > loss_kl: 1.7359988689422607 (1.7097662243188603) | > loss_feat: 8.512015342712402 (8.225734967032295) | > loss_mel: 13.897735595703125 (12.868661060831908) | > loss_duration: 1.5930492877960205 (1.6630950116254155) | > amp_scaler: 256.0 (130.718954248366) | > loss_1: 28.604415893554688 (27.22896068236407) | > grad_norm_1: tensor(621.4505, device='cuda:0') (tensor(373.8581, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8172 (0.8602504473106534) | > loader_time: 0.0091 (0.010208513222488703)  --> TIME: 2025-05-12 02:01:56 -- STEP: 662/725 -- GLOBAL_STEP: 392350 | > loss_disc: 2.339630603790283 (2.2054278584045197) | > loss_disc_real_0: 0.15121380984783173 (0.1367436554114084) | > loss_disc_real_1: 0.2414390593767166 (0.19022728536514347) | > loss_disc_real_2: 0.2028433233499527 (0.18869979416225596) | > loss_disc_real_3: 0.22503894567489624 (0.20564237419302026) | > loss_disc_real_4: 0.20104709267616272 (0.19534855664586728) | > loss_disc_real_5: 0.1925266534090042 (0.207578309240478) | > loss_0: 2.339630603790283 (2.2054278584045197) | > grad_norm_0: tensor(9.3003, device='cuda:0') (tensor(22.5525, device='cuda:0')) | > loss_gen: 2.449373245239258 (2.759358493222933) | > loss_kl: 1.6746007204055786 (1.7120785396264766) | > loss_feat: 6.77580451965332 (8.217743106479007) | > loss_mel: 11.493191719055176 (12.859019682846766) | > loss_duration: 1.681488037109375 (1.6636169187251906) | > amp_scaler: 256.0 (140.18126888217526) | > loss_1: 24.0744571685791 (27.21181675602662) | > grad_norm_1: tensor(112.0913, device='cuda:0') (tensor(372.1430, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8861 (0.8598334951343133) | > loader_time: 0.0101 (0.010190927730226087)  --> TIME: 2025-05-12 02:02:40 -- STEP: 712/725 -- GLOBAL_STEP: 392400 | > loss_disc: 2.1998496055603027 (2.206756509087057) | > loss_disc_real_0: 0.0976293683052063 (0.1369745115739074) | > loss_disc_real_1: 0.18716490268707275 (0.19047659336264872) | > loss_disc_real_2: 0.22327443957328796 (0.18892805190401116) | > loss_disc_real_3: 0.18841639161109924 (0.2056961759422604) | > loss_disc_real_4: 0.17377479374408722 (0.19544205167906334) | > loss_disc_real_5: 0.19015714526176453 (0.20745217563647228) | > loss_0: 2.1998496055603027 (2.206756509087057) | > grad_norm_0: tensor(12.8492, device='cuda:0') (tensor(22.6798, device='cuda:0')) | > loss_gen: 2.8289642333984375 (2.759449703974671) | > loss_kl: 1.7055824995040894 (1.711251969920116) | > loss_feat: 8.432879447937012 (8.214966674868972) | > loss_mel: 13.999005317687988 (12.854105523463051) | > loss_duration: 1.6525791883468628 (1.6633501585279966) | > amp_scaler: 256.0 (148.31460674157304) | > loss_1: 28.619009017944336 (27.2031240248948) | > grad_norm_1: tensor(473.7819, device='cuda:0') (tensor(374.8231, device='cuda:0')) | > current_lr_0: 0.00018842285007272905 | > current_lr_1: 0.00018842285007272905 | > step_time: 0.8234 (0.8606822427069203) | > loader_time: 0.0095 (0.010180956527088463)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3698956966400146 (2.3698956966400146) | > loss_disc_real_0: 0.24418340623378754 (0.24418340623378754) | > loss_disc_real_1: 0.19215987622737885 (0.19215987622737885) | > loss_disc_real_2: 0.22554822266101837 (0.22554822266101837) | > loss_disc_real_3: 0.2456977516412735 (0.2456977516412735) | > loss_disc_real_4: 0.23979903757572174 (0.23979903757572174) | > loss_disc_real_5: 0.22940120100975037 (0.22940120100975037) | > loss_0: 2.3698956966400146 (2.3698956966400146) | > loss_gen: 2.8572988510131836 (2.8572988510131836) | > loss_kl: 2.242262363433838 (2.242262363433838) | > loss_feat: 8.424799919128418 (8.424799919128418) | > loss_mel: 13.281737327575684 (13.281737327575684) | > loss_duration: 1.7364526987075806 (1.7364526987075806) | > loss_1: 28.542551040649414 (28.542551040649414)  --> STEP: 1 | > loss_disc: 2.284677505493164 (2.284677505493164) | > loss_disc_real_0: 0.21132315695285797 (0.21132315695285797) | > loss_disc_real_1: 0.18789245188236237 (0.18789245188236237) | > loss_disc_real_2: 0.23131582140922546 (0.23131582140922546) | > loss_disc_real_3: 0.24249106645584106 (0.24249106645584106) | > loss_disc_real_4: 0.26033392548561096 (0.26033392548561096) | > loss_disc_real_5: 0.20531834661960602 (0.20531834661960602) | > loss_0: 2.284677505493164 (2.284677505493164) | > loss_gen: 3.0504956245422363 (3.0504956245422363) | > loss_kl: 2.245614528656006 (2.245614528656006) | > loss_feat: 9.012494087219238 (9.012494087219238) | > loss_mel: 14.310016632080078 (14.310016632080078) | > loss_duration: 1.821312427520752 (1.821312427520752) | > loss_1: 30.439931869506836 (30.439931869506836)  --> STEP: 2 | > loss_disc: 2.2813665866851807 (2.2830220460891724) | > loss_disc_real_0: 0.20458582043647766 (0.20795448869466782) | > loss_disc_real_1: 0.17638860642910004 (0.1821405291557312) | > loss_disc_real_2: 0.23679693043231964 (0.23405637592077255) | > loss_disc_real_3: 0.22677502036094666 (0.23463304340839386) | > loss_disc_real_4: 0.23432153463363647 (0.24732773005962372) | > loss_disc_real_5: 0.21668432652950287 (0.21100133657455444) | > loss_0: 2.2813665866851807 (2.2830220460891724) | > loss_gen: 2.89774227142334 (2.974118947982788) | > loss_kl: 2.040438652038574 (2.14302659034729) | > loss_feat: 8.129666328430176 (8.571080207824707) | > loss_mel: 12.897428512573242 (13.60372257232666) | > loss_duration: 1.8731777667999268 (1.8472450971603394) | > loss_1: 27.83845329284668 (29.139192581176758)  --> STEP: 3 | > loss_disc: 2.383099317550659 (2.3163811365763345) | > loss_disc_real_0: 0.2196880280971527 (0.21186566849549612) | > loss_disc_real_1: 0.20044398307800293 (0.18824168046315512) | > loss_disc_real_2: 0.24267823994159698 (0.2369303305943807) | > loss_disc_real_3: 0.24207891523838043 (0.23711500068505606) | > loss_disc_real_4: 0.23890525102615356 (0.244520237048467) | > loss_disc_real_5: 0.23114310204982758 (0.21771525839964548) | > loss_0: 2.383099317550659 (2.3163811365763345) | > loss_gen: 2.7575204372406006 (2.901919444402059) | > loss_kl: 2.0987648963928223 (2.1282726923624673) | > loss_feat: 6.591736793518066 (7.911299069722493) | > loss_mel: 11.95576000213623 (13.054401715596518) | > loss_duration: 1.8619394302368164 (1.8521432081858318) | > loss_1: 25.265724182128906 (27.84803644816081)  --> STEP: 4 | > loss_disc: 2.269998788833618 (2.3047855496406555) | > loss_disc_real_0: 0.2171187847852707 (0.21317894756793976) | > loss_disc_real_1: 0.20342670381069183 (0.1920379363000393) | > loss_disc_real_2: 0.20334210991859436 (0.2285332754254341) | > loss_disc_real_3: 0.22522006928920746 (0.2341412678360939) | > loss_disc_real_4: 0.26904022693634033 (0.25065023452043533) | > loss_disc_real_5: 0.22726286947727203 (0.22010216116905212) | > loss_0: 2.269998788833618 (2.3047855496406555) | > loss_gen: 3.0314879417419434 (2.93431156873703) | > loss_kl: 1.9650958776474 (2.0874784886837006) | > loss_feat: 8.7420072555542 (8.11897611618042) | > loss_mel: 14.571067810058594 (13.433568239212036) | > loss_duration: 1.7816174030303955 (1.8345117568969727) | > loss_1: 30.091278076171875 (28.408846855163574) --> EVAL PERFORMANCE | > avg_loader_time: 0.3289058804512024 (+0.007494032382965088) | > avg_loss_disc: 2.3047855496406555 (+0.06790411472320557) | > avg_loss_disc_real_0: 0.21317894756793976 (+0.06262517906725407) | > avg_loss_disc_real_1: 0.1920379363000393 (-0.006659775972366333) | > avg_loss_disc_real_2: 0.2285332754254341 (+0.045794446021318436) | > avg_loss_disc_real_3: 0.2341412678360939 (-0.025825154036283493) | > avg_loss_disc_real_4: 0.25065023452043533 (+0.02024264633655548) | > avg_loss_disc_real_5: 0.22010216116905212 (-0.053766898810863495) | > avg_loss_0: 2.3047855496406555 (+0.06790411472320557) | > avg_loss_gen: 2.93431156873703 (-0.047062456607818604) | > avg_loss_kl: 2.0874784886837006 (-0.06709349155426025) | > avg_loss_feat: 8.11897611618042 (-0.9746096134185791) | > avg_loss_mel: 13.433568239212036 (-0.9002523422241211) | > avg_loss_duration: 1.8345117568969727 (-0.022431552410125732) | > avg_loss_1: 28.408846855163574 (-2.011448860168457)  > EPOCH: 478/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 02:02:58)   --> TIME: 2025-05-12 02:03:32 -- STEP: 37/725 -- GLOBAL_STEP: 392450 | > loss_disc: 2.260833501815796 (2.2201819226548483) | > loss_disc_real_0: 0.13359099626541138 (0.13894731430588536) | > loss_disc_real_1: 0.21463941037654877 (0.1939906582639024) | > loss_disc_real_2: 0.2076333612203598 (0.18987542350549955) | > loss_disc_real_3: 0.18822430074214935 (0.20464444482648694) | > loss_disc_real_4: 0.1872790902853012 (0.19616553308190526) | > loss_disc_real_5: 0.18420645594596863 (0.21070991778695905) | > loss_0: 2.260833501815796 (2.2201819226548483) | > grad_norm_0: tensor(25.1706, device='cuda:0') (tensor(22.8925, device='cuda:0')) | > loss_gen: 2.653935432434082 (2.773433324452993) | > loss_kl: 1.6419703960418701 (1.6878477302757469) | > loss_feat: 7.8716630935668945 (8.29664404327805) | > loss_mel: 12.643025398254395 (13.112064877071896) | > loss_duration: 1.646933674812317 (1.6601546068449278) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.45752716064453 (27.530144871892155) | > grad_norm_1: tensor(429.9957, device='cuda:0') (tensor(370.1629, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8523 (0.8586506005879995) | > loader_time: 0.0102 (0.010266806628253008)  --> TIME: 2025-05-12 02:04:16 -- STEP: 87/725 -- GLOBAL_STEP: 392500 | > loss_disc: 2.17838191986084 (2.2056866596485007) | > loss_disc_real_0: 0.1313769370317459 (0.1376241954236195) | > loss_disc_real_1: 0.19378308951854706 (0.19194798205775776) | > loss_disc_real_2: 0.15569370985031128 (0.18782585962065335) | > loss_disc_real_3: 0.20387573540210724 (0.20377042118845315) | > loss_disc_real_4: 0.17010186612606049 (0.19529831255304397) | > loss_disc_real_5: 0.2414684146642685 (0.20890063441347803) | > loss_0: 2.17838191986084 (2.2056866596485007) | > grad_norm_0: tensor(33.6863, device='cuda:0') (tensor(21.9902, device='cuda:0')) | > loss_gen: 2.7432620525360107 (2.772024916506363) | > loss_kl: 1.8066869974136353 (1.7170559277479676) | > loss_feat: 8.886356353759766 (8.341481652753112) | > loss_mel: 14.334702491760254 (13.027694143097976) | > loss_duration: 1.6374309062957764 (1.6614777123791047) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.408437728881836 (27.519734568979548) | > grad_norm_1: tensor(347.4399, device='cuda:0') (tensor(367.1549, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8427 (0.8614168413754167) | > loader_time: 0.01 (0.010247685443395854)  --> TIME: 2025-05-12 02:05:00 -- STEP: 137/725 -- GLOBAL_STEP: 392550 | > loss_disc: 2.186978578567505 (2.200006544154926) | > loss_disc_real_0: 0.17164555191993713 (0.13681924827124953) | > loss_disc_real_1: 0.16574421525001526 (0.1909121522938248) | > loss_disc_real_2: 0.19030360877513885 (0.188197503777316) | > loss_disc_real_3: 0.19130533933639526 (0.20348264570653873) | > loss_disc_real_4: 0.18504157662391663 (0.19519967069155975) | > loss_disc_real_5: 0.21680454909801483 (0.20749422244346924) | > loss_0: 2.186978578567505 (2.200006544154926) | > grad_norm_0: tensor(26.6948, device='cuda:0') (tensor(22.3729, device='cuda:0')) | > loss_gen: 2.848973512649536 (2.773827679835968) | > loss_kl: 1.775451898574829 (1.7333037287649447) | > loss_feat: 8.142082214355469 (8.343666160193676) | > loss_mel: 12.076069831848145 (13.015264170013205) | > loss_duration: 1.6300132274627686 (1.6613978173610937) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.47258949279785 (27.527459708443523) | > grad_norm_1: tensor(289.2909, device='cuda:0') (tensor(358.0231, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8338 (0.8622656564642913) | > loader_time: 0.0095 (0.010209642187522275)  --> TIME: 2025-05-12 02:05:44 -- STEP: 187/725 -- GLOBAL_STEP: 392600 | > loss_disc: 2.182978868484497 (2.2011467964253972) | > loss_disc_real_0: 0.16015057265758514 (0.13633677678152836) | > loss_disc_real_1: 0.17600129544734955 (0.19076329111096685) | > loss_disc_real_2: 0.18904531002044678 (0.18807629372346849) | > loss_disc_real_3: 0.19723603129386902 (0.20416734921422242) | > loss_disc_real_4: 0.17260222136974335 (0.19484553625558143) | > loss_disc_real_5: 0.19836537539958954 (0.20830826445378084) | > loss_0: 2.182978868484497 (2.2011467964253972) | > grad_norm_0: tensor(20.1221, device='cuda:0') (tensor(20.8323, device='cuda:0')) | > loss_gen: 2.803438186645508 (2.7654648732374083) | > loss_kl: 1.8265186548233032 (1.7241345892615494) | > loss_feat: 8.741724967956543 (8.307608181142559) | > loss_mel: 12.795916557312012 (12.955894307019241) | > loss_duration: 1.6790140867233276 (1.6626884535672193) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.84661293029785 (27.415790537461877) | > grad_norm_1: tensor(249.2539, device='cuda:0') (tensor(343.2574, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8718 (0.8627095898204946) | > loader_time: 0.0106 (0.010234850613191168)  --> TIME: 2025-05-12 02:06:28 -- STEP: 237/725 -- GLOBAL_STEP: 392650 | > loss_disc: 2.150398015975952 (2.201624085128561) | > loss_disc_real_0: 0.1511564552783966 (0.13628163933753973) | > loss_disc_real_1: 0.17527346312999725 (0.1908710130533588) | > loss_disc_real_2: 0.19258113205432892 (0.18794365183210573) | > loss_disc_real_3: 0.15911948680877686 (0.20428656940721768) | > loss_disc_real_4: 0.18019744753837585 (0.19488153515485765) | > loss_disc_real_5: 0.20891126990318298 (0.2086243166702206) | > loss_0: 2.150398015975952 (2.201624085128561) | > grad_norm_0: tensor(17.1747, device='cuda:0') (tensor(20.6133, device='cuda:0')) | > loss_gen: 2.784050941467285 (2.763099147297664) | > loss_kl: 1.7942794561386108 (1.724023682658682) | > loss_feat: 8.522642135620117 (8.293421383145496) | > loss_mel: 13.897741317749023 (12.915130446228801) | > loss_duration: 1.6173653602600098 (1.662228051117201) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.616079330444336 (27.357902816579312) | > grad_norm_1: tensor(89.3355, device='cuda:0') (tensor(343.3698, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8349 (0.8629256522102196) | > loader_time: 0.0093 (0.010264015398951023)  --> TIME: 2025-05-12 02:07:12 -- STEP: 287/725 -- GLOBAL_STEP: 392700 | > loss_disc: 2.045989990234375 (2.200674040807666) | > loss_disc_real_0: 0.14288081228733063 (0.1366527607268573) | > loss_disc_real_1: 0.21011771261692047 (0.1905474127481207) | > loss_disc_real_2: 0.16354943811893463 (0.18772396787949142) | > loss_disc_real_3: 0.19911693036556244 (0.20415480647768297) | > loss_disc_real_4: 0.18079254031181335 (0.19429714738907294) | > loss_disc_real_5: 0.16462884843349457 (0.2083490296211808) | > loss_0: 2.045989990234375 (2.200674040807666) | > grad_norm_0: tensor(35.1822, device='cuda:0') (tensor(20.4844, device='cuda:0')) | > loss_gen: 3.183129072189331 (2.761150812022779) | > loss_kl: 1.8432917594909668 (1.7255870897180108) | > loss_feat: 10.043560981750488 (8.28414475377844) | > loss_mel: 14.603582382202148 (12.893177982822115) | > loss_duration: 1.6692659854888916 (1.6620345352418744) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.34282875061035 (27.3260952554098) | > grad_norm_1: tensor(655.4819, device='cuda:0') (tensor(343.6804, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8208 (0.8619859866564283) | > loader_time: 0.0098 (0.010272559388589363)  --> TIME: 2025-05-12 02:07:56 -- STEP: 337/725 -- GLOBAL_STEP: 392750 | > loss_disc: 2.1137232780456543 (2.2008020000570965) | > loss_disc_real_0: 0.10865876823663712 (0.13629453750852327) | > loss_disc_real_1: 0.17757143080234528 (0.1903568744128818) | > loss_disc_real_2: 0.17783144116401672 (0.1879066438897781) | > loss_disc_real_3: 0.19872993230819702 (0.20453967525449646) | > loss_disc_real_4: 0.1899213194847107 (0.1944378250076792) | > loss_disc_real_5: 0.20485273003578186 (0.20863346901421023) | > loss_0: 2.1137232780456543 (2.2008020000570965) | > grad_norm_0: tensor(27.4724, device='cuda:0') (tensor(20.1279, device='cuda:0')) | > loss_gen: 2.8306193351745605 (2.7630982243342648) | > loss_kl: 1.8137409687042236 (1.7252317355719087) | > loss_feat: 9.281170845031738 (8.300020019802925) | > loss_mel: 12.840531349182129 (12.89262791415704) | > loss_duration: 1.6333131790161133 (1.6617589760958618) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.399375915527344 (27.34273693186594) | > grad_norm_1: tensor(476.8696, device='cuda:0') (tensor(345.1142, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.9054 (0.8621721826604283) | > loader_time: 0.0105 (0.01023187198695514)  --> TIME: 2025-05-12 02:08:40 -- STEP: 387/725 -- GLOBAL_STEP: 392800 | > loss_disc: 2.179641008377075 (2.2011277293666076) | > loss_disc_real_0: 0.2030811458826065 (0.13646345683770594) | > loss_disc_real_1: 0.2171325981616974 (0.19038753069032371) | > loss_disc_real_2: 0.23016737401485443 (0.18821656526829234) | > loss_disc_real_3: 0.19331832230091095 (0.20435711980174073) | > loss_disc_real_4: 0.18053092062473297 (0.1947865525419398) | > loss_disc_real_5: 0.18351534008979797 (0.20845369132144198) | > loss_0: 2.179641008377075 (2.2011277293666076) | > grad_norm_0: tensor(29.1831, device='cuda:0') (tensor(20.3811, device='cuda:0')) | > loss_gen: 2.8275418281555176 (2.763210328050362) | > loss_kl: 1.6476911306381226 (1.729295141013093) | > loss_feat: 7.974346160888672 (8.280116689913656) | > loss_mel: 13.214215278625488 (12.881996127678134) | > loss_duration: 1.748325228691101 (1.6619232286162462) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.412118911743164 (27.316541602753247) | > grad_norm_1: tensor(487.9138, device='cuda:0') (tensor(346.0207, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8821 (0.8625862302706223) | > loader_time: 0.0108 (0.01020984625015456)  --> TIME: 2025-05-12 02:09:23 -- STEP: 437/725 -- GLOBAL_STEP: 392850 | > loss_disc: 2.3258821964263916 (2.2003401193247765) | > loss_disc_real_0: 0.10279402881860733 (0.13652671160905272) | > loss_disc_real_1: 0.182996928691864 (0.19019648794178554) | > loss_disc_real_2: 0.21285416185855865 (0.1881949717447469) | > loss_disc_real_3: 0.21972066164016724 (0.204364773133254) | > loss_disc_real_4: 0.20243343710899353 (0.19471553759116603) | > loss_disc_real_5: 0.23325508832931519 (0.20825212157290915) | > loss_0: 2.3258821964263916 (2.2003401193247765) | > grad_norm_0: tensor(19.1129, device='cuda:0') (tensor(20.8124, device='cuda:0')) | > loss_gen: 2.6153757572174072 (2.767220394562256) | > loss_kl: 1.7216044664382935 (1.7302445516979117) | > loss_feat: 7.400312423706055 (8.297647446734961) | > loss_mel: 11.786547660827637 (12.889940958001247) | > loss_duration: 1.63523268699646 (1.6619691259528189) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.159072875976562 (27.347022534507918) | > grad_norm_1: tensor(433.3082, device='cuda:0') (tensor(353.4085, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.9173 (0.8619444141126061) | > loader_time: 0.0111 (0.010210711023081903)  --> TIME: 2025-05-12 02:10:08 -- STEP: 487/725 -- GLOBAL_STEP: 392900 | > loss_disc: 2.131812334060669 (2.2000015183395925) | > loss_disc_real_0: 0.10629338771104813 (0.1365820615106786) | > loss_disc_real_1: 0.19717024266719818 (0.1901295106146614) | > loss_disc_real_2: 0.18114572763442993 (0.18816315044612614) | > loss_disc_real_3: 0.17657685279846191 (0.20425217643043597) | > loss_disc_real_4: 0.19197437167167664 (0.19466303809100352) | > loss_disc_real_5: 0.186000794172287 (0.20821256213486808) | > loss_0: 2.131812334060669 (2.2000015183395925) | > grad_norm_0: tensor(21.5447, device='cuda:0') (tensor(20.7392, device='cuda:0')) | > loss_gen: 2.81658935546875 (2.764761004359815) | > loss_kl: 1.7249826192855835 (1.7267712437886227) | > loss_feat: 8.76342487335205 (8.281309048497954) | > loss_mel: 13.365772247314453 (12.887520692186923) | > loss_duration: 1.63191819190979 (1.6623344915848248) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.30268669128418 (27.322696540879527) | > grad_norm_1: tensor(528.6880, device='cuda:0') (tensor(353.3939, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8287 (0.8629771801480522) | > loader_time: 0.0105 (0.010208486776332347)  --> TIME: 2025-05-12 02:10:51 -- STEP: 537/725 -- GLOBAL_STEP: 392950 | > loss_disc: 2.286181926727295 (2.2008461192999476) | > loss_disc_real_0: 0.09625221788883209 (0.13613239263689064) | > loss_disc_real_1: 0.20806516706943512 (0.19015985960400963) | > loss_disc_real_2: 0.20729504525661469 (0.1883277796222733) | > loss_disc_real_3: 0.19861692190170288 (0.2045094849510566) | > loss_disc_real_4: 0.18387052416801453 (0.19475486036563497) | > loss_disc_real_5: 0.21112774312496185 (0.20853882442528532) | > loss_0: 2.286181926727295 (2.2008461192999476) | > grad_norm_0: tensor(11.8259, device='cuda:0') (tensor(20.7452, device='cuda:0')) | > loss_gen: 2.650482177734375 (2.763828864088715) | > loss_kl: 1.8176600933074951 (1.7270686269028444) | > loss_feat: 7.735320091247559 (8.283514544950524) | > loss_mel: 12.517850875854492 (12.896699070708491) | > loss_duration: 1.6782385110855103 (1.662981163412055) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.399551391601562 (27.334092294703655) | > grad_norm_1: tensor(97.1228, device='cuda:0') (tensor(353.9201, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8563 (0.8628730893801044) | > loader_time: 0.0088 (0.010214985859904652)  --> TIME: 2025-05-12 02:11:35 -- STEP: 587/725 -- GLOBAL_STEP: 393000 | > loss_disc: 2.2559614181518555 (2.202337187437225) | > loss_disc_real_0: 0.16203463077545166 (0.13622478306851968) | > loss_disc_real_1: 0.18277248740196228 (0.19021801536290364) | > loss_disc_real_2: 0.1913939118385315 (0.1887019812248431) | > loss_disc_real_3: 0.2535347044467926 (0.2047779180579129) | > loss_disc_real_4: 0.20816192030906677 (0.19483217355847565) | > loss_disc_real_5: 0.2151055932044983 (0.20851611882905133) | > loss_0: 2.2559614181518555 (2.202337187437225) | > grad_norm_0: tensor(27.7668, device='cuda:0') (tensor(20.6877, device='cuda:0')) | > loss_gen: 2.599311351776123 (2.76232462034924) | > loss_kl: 1.806005835533142 (1.7298548026629155) | > loss_feat: 7.004855155944824 (8.281235322838546) | > loss_mel: 12.109418869018555 (12.904460008546481) | > loss_duration: 1.6492215394973755 (1.6624529542468076) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.168813705444336 (27.34032771940736) | > grad_norm_1: tensor(258.5851, device='cuda:0') (tensor(352.2559, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8759 (0.8628301356476451) | > loader_time: 0.0103 (0.010192681821079026) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_393000.pth  --> TIME: 2025-05-12 02:12:21 -- STEP: 637/725 -- GLOBAL_STEP: 393050 | > loss_disc: 2.1218338012695312 (2.2028700787006796) | > loss_disc_real_0: 0.15148518979549408 (0.13612383391175947) | > loss_disc_real_1: 0.1700911670923233 (0.19032985353301426) | > loss_disc_real_2: 0.17509733140468597 (0.1887976000176119) | > loss_disc_real_3: 0.21218593418598175 (0.20467823645570785) | > loss_disc_real_4: 0.16997799277305603 (0.19498441273600936) | > loss_disc_real_5: 0.20767205953598022 (0.20839466079718655) | > loss_0: 2.1218338012695312 (2.2028700787006796) | > grad_norm_0: tensor(36.4967, device='cuda:0') (tensor(20.9162, device='cuda:0')) | > loss_gen: 2.794558525085449 (2.762665915152341) | > loss_kl: 1.5883116722106934 (1.7290612464796984) | > loss_feat: 8.764396667480469 (8.273810908408896) | > loss_mel: 13.241451263427734 (12.899122733710518) | > loss_duration: 1.6316628456115723 (1.662341333820457) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.0203800201416 (27.327002158531787) | > grad_norm_1: tensor(492.5619, device='cuda:0') (tensor(355.8923, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8718 (0.8622953554899011) | > loader_time: 0.0114 (0.010195013492410561)  --> TIME: 2025-05-12 02:13:04 -- STEP: 687/725 -- GLOBAL_STEP: 393100 | > loss_disc: 2.2435622215270996 (2.203053742169989) | > loss_disc_real_0: 0.2002795785665512 (0.13631439715450325) | > loss_disc_real_1: 0.17305788397789001 (0.1902315835244791) | > loss_disc_real_2: 0.17754647135734558 (0.18875484463516098) | > loss_disc_real_3: 0.22692108154296875 (0.20473287440023055) | > loss_disc_real_4: 0.18957392871379852 (0.19496041523317054) | > loss_disc_real_5: 0.24915382266044617 (0.20833350102019974) | > loss_0: 2.2435622215270996 (2.203053742169989) | > grad_norm_0: tensor(25.6820, device='cuda:0') (tensor(20.9015, device='cuda:0')) | > loss_gen: 2.8575239181518555 (2.7616235182621933) | > loss_kl: 1.6637011766433716 (1.7282797054779402) | > loss_feat: 7.806125640869141 (8.269097636360272) | > loss_mel: 11.9284029006958 (12.887727297376168) | > loss_duration: 1.6762244701385498 (1.6622945925727854) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.931976318359375 (27.309022761848826) | > grad_norm_1: tensor(496.1699, device='cuda:0') (tensor(354.6611, device='cuda:0')) | > current_lr_0: 0.00018839929721646995 | > current_lr_1: 0.00018839929721646995 | > step_time: 0.8595 (0.8611421918244337) | > loader_time: 0.0101 (0.010195036989459135)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.26570725440979 (2.26570725440979) | > loss_disc_real_0: 0.12397812306880951 (0.12397812306880951) | > loss_disc_real_1: 0.20803196728229523 (0.20803196728229523) | > loss_disc_real_2: 0.19730034470558167 (0.19730034470558167) | > loss_disc_real_3: 0.21569795906543732 (0.21569795906543732) | > loss_disc_real_4: 0.24219457805156708 (0.24219457805156708) | > loss_disc_real_5: 0.1991947889328003 (0.1991947889328003) | > loss_0: 2.26570725440979 (2.26570725440979) | > loss_gen: 2.6831674575805664 (2.6831674575805664) | > loss_kl: 2.1277406215667725 (2.1277406215667725) | > loss_feat: 8.431596755981445 (8.431596755981445) | > loss_mel: 14.945743560791016 (14.945743560791016) | > loss_duration: 1.7423443794250488 (1.7423443794250488) | > loss_1: 29.930591583251953 (29.930591583251953)  --> STEP: 1 | > loss_disc: 2.325321912765503 (2.325321912765503) | > loss_disc_real_0: 0.13865543901920319 (0.13865543901920319) | > loss_disc_real_1: 0.21014605462551117 (0.21014605462551117) | > loss_disc_real_2: 0.1953868418931961 (0.1953868418931961) | > loss_disc_real_3: 0.19698554277420044 (0.19698554277420044) | > loss_disc_real_4: 0.22505539655685425 (0.22505539655685425) | > loss_disc_real_5: 0.20945310592651367 (0.20945310592651367) | > loss_0: 2.325321912765503 (2.325321912765503) | > loss_gen: 2.4685535430908203 (2.4685535430908203) | > loss_kl: 2.2234792709350586 (2.2234792709350586) | > loss_feat: 7.780978679656982 (7.780978679656982) | > loss_mel: 13.127192497253418 (13.127192497253418) | > loss_duration: 1.843529462814331 (1.843529462814331) | > loss_1: 27.4437313079834 (27.4437313079834)  --> STEP: 2 | > loss_disc: 2.3586792945861816 (2.3420006036758423) | > loss_disc_real_0: 0.13747307658195496 (0.13806425780057907) | > loss_disc_real_1: 0.22787323594093323 (0.2190096452832222) | > loss_disc_real_2: 0.19292539358139038 (0.19415611773729324) | > loss_disc_real_3: 0.21465855836868286 (0.20582205057144165) | > loss_disc_real_4: 0.25118663907051086 (0.23812101781368256) | > loss_disc_real_5: 0.200762540102005 (0.20510782301425934) | > loss_0: 2.3586792945861816 (2.3420006036758423) | > loss_gen: 2.4577155113220215 (2.463134527206421) | > loss_kl: 2.1180689334869385 (2.1707741022109985) | > loss_feat: 7.16839075088501 (7.474684715270996) | > loss_mel: 13.211263656616211 (13.169228076934814) | > loss_duration: 1.8799242973327637 (1.8617268800735474) | > loss_1: 26.835363388061523 (27.13954734802246)  --> STEP: 3 | > loss_disc: 2.498643398284912 (2.3942148685455322) | > loss_disc_real_0: 0.18558833003044128 (0.15390561521053314) | > loss_disc_real_1: 0.23320205509662628 (0.2237404485543569) | > loss_disc_real_2: 0.1931190937757492 (0.19381044308344522) | > loss_disc_real_3: 0.2086508870124817 (0.20676499605178833) | > loss_disc_real_4: 0.24815960228443146 (0.24146721263726553) | > loss_disc_real_5: 0.2180413156747818 (0.2094189872344335) | > loss_0: 2.498643398284912 (2.3942148685455322) | > loss_gen: 2.299191951751709 (2.40848700205485) | > loss_kl: 1.9912755489349365 (2.110941251118978) | > loss_feat: 6.003098487854004 (6.984155972798665) | > loss_mel: 10.348821640014648 (12.229092597961426) | > loss_duration: 1.8608522415161133 (1.861435333887736) | > loss_1: 22.50324249267578 (25.594112396240234)  --> STEP: 4 | > loss_disc: 2.3354389667510986 (2.379520893096924) | > loss_disc_real_0: 0.14803479611873627 (0.15243791043758392) | > loss_disc_real_1: 0.2207682728767395 (0.22299740463495255) | > loss_disc_real_2: 0.17787204682826996 (0.1898258440196514) | > loss_disc_real_3: 0.2002994418144226 (0.2051486074924469) | > loss_disc_real_4: 0.23832692205905914 (0.24068213999271393) | > loss_disc_real_5: 0.21458420157432556 (0.2107102908194065) | > loss_0: 2.3354389667510986 (2.379520893096924) | > loss_gen: 2.544985294342041 (2.442611575126648) | > loss_kl: 1.9448844194412231 (2.069427043199539) | > loss_feat: 7.399263381958008 (7.087932825088501) | > loss_mel: 13.237968444824219 (12.481311559677124) | > loss_duration: 1.8009617328643799 (1.846316933631897) | > loss_1: 26.928062438964844 (25.927599906921387) --> EVAL PERFORMANCE | > avg_loader_time: 0.3255850672721863 (-0.0033208131790161133) | > avg_loss_disc: 2.379520893096924 (+0.07473534345626831) | > avg_loss_disc_real_0: 0.15243791043758392 (-0.060741037130355835) | > avg_loss_disc_real_1: 0.22299740463495255 (+0.030959468334913254) | > avg_loss_disc_real_2: 0.1898258440196514 (-0.0387074314057827) | > avg_loss_disc_real_3: 0.2051486074924469 (-0.028992660343647003) | > avg_loss_disc_real_4: 0.24068213999271393 (-0.009968094527721405) | > avg_loss_disc_real_5: 0.2107102908194065 (-0.009391870349645615) | > avg_loss_0: 2.379520893096924 (+0.07473534345626831) | > avg_loss_gen: 2.442611575126648 (-0.4916999936103821) | > avg_loss_kl: 2.069427043199539 (-0.018051445484161377) | > avg_loss_feat: 7.087932825088501 (-1.031043291091919) | > avg_loss_mel: 12.481311559677124 (-0.9522566795349121) | > avg_loss_duration: 1.846316933631897 (+0.011805176734924316) | > avg_loss_1: 25.927599906921387 (-2.4812469482421875)  > EPOCH: 479/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 02:13:44)   --> TIME: 2025-05-12 02:13:57 -- STEP: 12/725 -- GLOBAL_STEP: 393150 | > loss_disc: 2.2654361724853516 (2.2398048043251038) | > loss_disc_real_0: 0.14704735577106476 (0.13852248837550482) | > loss_disc_real_1: 0.18646575510501862 (0.18773604681094488) | > loss_disc_real_2: 0.21375788748264313 (0.1973081355293592) | > loss_disc_real_3: 0.2048969864845276 (0.19904217372337976) | > loss_disc_real_4: 0.19313761591911316 (0.19151184086998305) | > loss_disc_real_5: 0.22900283336639404 (0.2100303384164969) | > loss_0: 2.2654361724853516 (2.2398048043251038) | > grad_norm_0: tensor(11.1000, device='cuda:0') (tensor(15.6236, device='cuda:0')) | > loss_gen: 2.6369433403015137 (2.7035834987958274) | > loss_kl: 1.6638416051864624 (1.68838632106781) | > loss_feat: 7.269279479980469 (8.071026802062988) | > loss_mel: 12.3099365234375 (13.133794943491617) | > loss_duration: 1.6822082996368408 (1.6654966672261555) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.562210083007812 (27.262288252512615) | > grad_norm_1: tensor(141.9986, device='cuda:0') (tensor(210.3844, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8461 (0.8483063777287801) | > loader_time: 0.0091 (0.010639150937398275)  --> TIME: 2025-05-12 02:14:41 -- STEP: 62/725 -- GLOBAL_STEP: 393200 | > loss_disc: 2.256824254989624 (2.2293713592713877) | > loss_disc_real_0: 0.12159479409456253 (0.1393019966781139) | > loss_disc_real_1: 0.15531222522258759 (0.19066642152686272) | > loss_disc_real_2: 0.19952630996704102 (0.19068058484023617) | > loss_disc_real_3: 0.2274424433708191 (0.2064462299308469) | > loss_disc_real_4: 0.21432280540466309 (0.19682687761322146) | > loss_disc_real_5: 0.2166076898574829 (0.21195608161149487) | > loss_0: 2.256824254989624 (2.2293713592713877) | > grad_norm_0: tensor(13.1670, device='cuda:0') (tensor(16.8655, device='cuda:0')) | > loss_gen: 2.6681125164031982 (2.7125744435095016) | > loss_kl: 1.678558588027954 (1.7085666810312579) | > loss_feat: 7.732593536376953 (8.068354368209839) | > loss_mel: 12.799352645874023 (12.718749092471215) | > loss_duration: 1.705767035484314 (1.6582206776065211) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.584383010864258 (26.866465291669293) | > grad_norm_1: tensor(195.7355, device='cuda:0') (tensor(281.2488, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8644 (0.86525740931111) | > loader_time: 0.0123 (0.01065327275183893)  --> TIME: 2025-05-12 02:15:25 -- STEP: 112/725 -- GLOBAL_STEP: 393250 | > loss_disc: 2.2091832160949707 (2.224986165761947) | > loss_disc_real_0: 0.2102954387664795 (0.13813496806791853) | > loss_disc_real_1: 0.19898658990859985 (0.1912035166418978) | > loss_disc_real_2: 0.17991431057453156 (0.19016657157668046) | > loss_disc_real_3: 0.1947849988937378 (0.20665187614836864) | > loss_disc_real_4: 0.1820492148399353 (0.19676727295986243) | > loss_disc_real_5: 0.22370858490467072 (0.2105799882805773) | > loss_0: 2.2091832160949707 (2.224986165761947) | > grad_norm_0: tensor(34.4406, device='cuda:0') (tensor(19.4184, device='cuda:0')) | > loss_gen: 2.767005443572998 (2.726183701838766) | > loss_kl: 1.4732320308685303 (1.7021212258509226) | > loss_feat: 8.904183387756348 (8.093465106827878) | > loss_mel: 13.369668960571289 (12.730628439358302) | > loss_duration: 1.6528161764144897 (1.662269159087113) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.166908264160156 (26.914667623383657) | > grad_norm_1: tensor(475.2291, device='cuda:0') (tensor(332.5088, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8371 (0.8652696588209697) | > loader_time: 0.01 (0.010543269770486014)  --> TIME: 2025-05-12 02:16:09 -- STEP: 162/725 -- GLOBAL_STEP: 393300 | > loss_disc: 2.16483473777771 (2.2130662188117887) | > loss_disc_real_0: 0.12246915698051453 (0.13504925186251412) | > loss_disc_real_1: 0.19600386917591095 (0.1912306623510372) | > loss_disc_real_2: 0.176490917801857 (0.18923528483252466) | > loss_disc_real_3: 0.20178431272506714 (0.20556175202867136) | > loss_disc_real_4: 0.17776940762996674 (0.19587500706131075) | > loss_disc_real_5: 0.2034226655960083 (0.21037261004065294) | > loss_0: 2.16483473777771 (2.2130662188117887) | > grad_norm_0: tensor(24.2324, device='cuda:0') (tensor(20.9572, device='cuda:0')) | > loss_gen: 2.8846967220306396 (2.753696188514616) | > loss_kl: 1.9233670234680176 (1.6953423339643596) | > loss_feat: 8.281925201416016 (8.211627842467514) | > loss_mel: 12.908934593200684 (12.802481404057252) | > loss_duration: 1.6150349378585815 (1.6622599319175442) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.61395835876465 (27.125407689883385) | > grad_norm_1: tensor(557.0445, device='cuda:0') (tensor(351.6620, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8464 (0.8646354704727361) | > loader_time: 0.0099 (0.010437417913366246)  --> TIME: 2025-05-12 02:16:53 -- STEP: 212/725 -- GLOBAL_STEP: 393350 | > loss_disc: 2.2936410903930664 (2.2094256281852704) | > loss_disc_real_0: 0.18441812694072723 (0.13570726378205816) | > loss_disc_real_1: 0.22368887066841125 (0.19159900439235397) | > loss_disc_real_2: 0.2192033976316452 (0.18922736052915734) | > loss_disc_real_3: 0.19194649159908295 (0.20562686904702548) | > loss_disc_real_4: 0.19912993907928467 (0.19525238667737763) | > loss_disc_real_5: 0.23598864674568176 (0.2087349798178898) | > loss_0: 2.2936410903930664 (2.2094256281852704) | > grad_norm_0: tensor(37.3613, device='cuda:0') (tensor(21.5350, device='cuda:0')) | > loss_gen: 2.6624743938446045 (2.7629045495447127) | > loss_kl: 1.6626046895980835 (1.6935263759685013) | > loss_feat: 7.3493242263793945 (8.239946846692074) | > loss_mel: 11.204329490661621 (12.805693963788588) | > loss_duration: 1.6789324283599854 (1.662696295189408) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.55766487121582 (27.16476796708017) | > grad_norm_1: tensor(579.4084, device='cuda:0') (tensor(372.2971, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8634 (0.865731547463615) | > loader_time: 0.0103 (0.010370954027715715)  --> TIME: 2025-05-12 02:17:37 -- STEP: 262/725 -- GLOBAL_STEP: 393400 | > loss_disc: 2.1016788482666016 (2.204326396225062) | > loss_disc_real_0: 0.15697647631168365 (0.1356637693429721) | > loss_disc_real_1: 0.1828060746192932 (0.19134870199984264) | > loss_disc_real_2: 0.16591089963912964 (0.18859597869956765) | > loss_disc_real_3: 0.22435438632965088 (0.20541323721408847) | > loss_disc_real_4: 0.16922877728939056 (0.19450856085497004) | > loss_disc_real_5: 0.18534520268440247 (0.20750230038894044) | > loss_0: 2.1016788482666016 (2.204326396225062) | > grad_norm_0: tensor(31.9279, device='cuda:0') (tensor(21.8629, device='cuda:0')) | > loss_gen: 2.9713408946990967 (2.7675419609055267) | > loss_kl: 1.6853926181793213 (1.7041426150853398) | > loss_feat: 8.926530838012695 (8.27190643412467) | > loss_mel: 14.089128494262695 (12.847300900757766) | > loss_duration: 1.667156457901001 (1.663374709264013) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.339548110961914 (27.254266564172642) | > grad_norm_1: tensor(511.4317, device='cuda:0') (tensor(381.2044, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8886 (0.8650997731521839) | > loader_time: 0.01 (0.010349734138896444)  --> TIME: 2025-05-12 02:18:21 -- STEP: 312/725 -- GLOBAL_STEP: 393450 | > loss_disc: 2.203564405441284 (2.2012788538749395) | > loss_disc_real_0: 0.11378546059131622 (0.13530279383158839) | > loss_disc_real_1: 0.19009742140769958 (0.19118969338253514) | > loss_disc_real_2: 0.17368291318416595 (0.18845502898479122) | > loss_disc_real_3: 0.20537321269512177 (0.20518442902427453) | > loss_disc_real_4: 0.17550639808177948 (0.19440968621235633) | > loss_disc_real_5: 0.23219870030879974 (0.20766992394167644) | > loss_0: 2.203564405441284 (2.2012788538749395) | > grad_norm_0: tensor(9.3812, device='cuda:0') (tensor(21.5476, device='cuda:0')) | > loss_gen: 2.6786422729492188 (2.76823721635036) | > loss_kl: 1.689892292022705 (1.7035675228406215) | > loss_feat: 8.22542953491211 (8.285725026558614) | > loss_mel: 12.427543640136719 (12.866524152266669) | > loss_duration: 1.6731345653533936 (1.6626965254545216) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.69464111328125 (27.28675037775285) | > grad_norm_1: tensor(222.6332, device='cuda:0') (tensor(379.3124, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8762 (0.8643710735516674) | > loader_time: 0.0109 (0.010349037555547856)  --> TIME: 2025-05-12 02:19:06 -- STEP: 362/725 -- GLOBAL_STEP: 393500 | > loss_disc: 2.232511043548584 (2.201994483642156) | > loss_disc_real_0: 0.14023055136203766 (0.1356181961931906) | > loss_disc_real_1: 0.18061485886573792 (0.19111456738486465) | > loss_disc_real_2: 0.18436197936534882 (0.18852400635652128) | > loss_disc_real_3: 0.19725164771080017 (0.20520365621009584) | > loss_disc_real_4: 0.16494162380695343 (0.19414286941125253) | > loss_disc_real_5: 0.20898132026195526 (0.2076479159501376) | > loss_0: 2.232511043548584 (2.201994483642156) | > grad_norm_0: tensor(16.8512, device='cuda:0') (tensor(21.2165, device='cuda:0')) | > loss_gen: 2.7296595573425293 (2.7651168476810777) | > loss_kl: 1.7130733728408813 (1.7090034521087092) | > loss_feat: 8.93619155883789 (8.27404962587094) | > loss_mel: 13.853015899658203 (12.865486100233715) | > loss_duration: 1.6051335334777832 (1.6618805349861063) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.837074279785156 (27.275536526632578) | > grad_norm_1: tensor(292.9948, device='cuda:0') (tensor(374.2552, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8438 (0.8664184900937163) | > loader_time: 0.01 (0.010345721771703897)  --> TIME: 2025-05-12 02:19:50 -- STEP: 412/725 -- GLOBAL_STEP: 393550 | > loss_disc: 2.1421971321105957 (2.2042029910874597) | > loss_disc_real_0: 0.09139420837163925 (0.1363455000722294) | > loss_disc_real_1: 0.18862785398960114 (0.19109016302430507) | > loss_disc_real_2: 0.22402241826057434 (0.18851310474056648) | > loss_disc_real_3: 0.20219111442565918 (0.20505109903158494) | > loss_disc_real_4: 0.19531230628490448 (0.19445199295155055) | > loss_disc_real_5: 0.2078557163476944 (0.2081092310327928) | > loss_0: 2.1421971321105957 (2.2042029910874597) | > grad_norm_0: tensor(22.9162, device='cuda:0') (tensor(20.9581, device='cuda:0')) | > loss_gen: 2.9554004669189453 (2.761652864877461) | > loss_kl: 1.6713422536849976 (1.7144244223543736) | > loss_feat: 9.051841735839844 (8.254418983042822) | > loss_mel: 13.834956169128418 (12.841102516766886) | > loss_duration: 1.6704685688018799 (1.6619544399594801) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.184009552001953 (27.23355319662002) | > grad_norm_1: tensor(461.8425, device='cuda:0') (tensor(369.1566, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8884 (0.8665116955933064) | > loader_time: 0.0099 (0.010324924316221071)  --> TIME: 2025-05-12 02:20:33 -- STEP: 462/725 -- GLOBAL_STEP: 393600 | > loss_disc: 2.1239633560180664 (2.2061706745263305) | > loss_disc_real_0: 0.15599548816680908 (0.1368789218075865) | > loss_disc_real_1: 0.18212485313415527 (0.1910917577353906) | > loss_disc_real_2: 0.21481406688690186 (0.1888253959419924) | > loss_disc_real_3: 0.18491990864276886 (0.20494201172997942) | > loss_disc_real_4: 0.1605522334575653 (0.19470036742620142) | > loss_disc_real_5: 0.22783277928829193 (0.20823129221345438) | > loss_0: 2.1239633560180664 (2.2061706745263305) | > grad_norm_0: tensor(26.6131, device='cuda:0') (tensor(21.3019, device='cuda:0')) | > loss_gen: 2.83661150932312 (2.7637488568500017) | > loss_kl: 1.6100903749465942 (1.7173528480323357) | > loss_feat: 9.585675239562988 (8.27544465931979) | > loss_mel: 14.740342140197754 (12.861015757441) | > loss_duration: 1.6753939390182495 (1.6616745611805939) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.44811248779297 (27.279236657278883) | > grad_norm_1: tensor(498.5155, device='cuda:0') (tensor(369.2322, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8001 (0.8661414921541754) | > loader_time: 0.0097 (0.010300848907206481)  --> TIME: 2025-05-12 02:21:17 -- STEP: 512/725 -- GLOBAL_STEP: 393650 | > loss_disc: 2.140887498855591 (2.2062741247937083) | > loss_disc_real_0: 0.1349153220653534 (0.1367677532107338) | > loss_disc_real_1: 0.1624799221754074 (0.19110258069122205) | > loss_disc_real_2: 0.19809822738170624 (0.18859852911555214) | > loss_disc_real_3: 0.197861447930336 (0.20508201577467844) | > loss_disc_real_4: 0.1764359176158905 (0.19478076888481158) | > loss_disc_real_5: 0.2077663391828537 (0.2081297088006977) | > loss_0: 2.140887498855591 (2.2062741247937083) | > grad_norm_0: tensor(46.9183, device='cuda:0') (tensor(21.4790, device='cuda:0')) | > loss_gen: 2.9135587215423584 (2.76369456248358) | > loss_kl: 1.7260712385177612 (1.7159720191266383) | > loss_feat: 8.65743350982666 (8.27130006439984) | > loss_mel: 13.016003608703613 (12.881259344518181) | > loss_duration: 1.612022876739502 (1.6625526642892512) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.925090789794922 (27.294778637588028) | > grad_norm_1: tensor(474.4211, device='cuda:0') (tensor(368.8536, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8634 (0.8651830926537516) | > loader_time: 0.0098 (0.010265410412102938)  --> TIME: 2025-05-12 02:22:01 -- STEP: 562/725 -- GLOBAL_STEP: 393700 | > loss_disc: 2.234093189239502 (2.205079653509148) | > loss_disc_real_0: 0.0789853110909462 (0.1363750063810911) | > loss_disc_real_1: 0.17697596549987793 (0.19101015995405746) | > loss_disc_real_2: 0.25035715103149414 (0.18852609319088728) | > loss_disc_real_3: 0.22732821106910706 (0.20532456172954996) | > loss_disc_real_4: 0.17919528484344482 (0.19486857550318135) | > loss_disc_real_5: 0.21481092274188995 (0.20812494480100813) | > loss_0: 2.234093189239502 (2.205079653509148) | > grad_norm_0: tensor(25.9132, device='cuda:0') (tensor(21.5571, device='cuda:0')) | > loss_gen: 2.7659566402435303 (2.765733278094663) | > loss_kl: 1.8933333158493042 (1.7171660084741391) | > loss_feat: 8.355063438415527 (8.280312553419334) | > loss_mel: 12.628347396850586 (12.882682924168812) | > loss_duration: 1.6328017711639404 (1.6622199441614525) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.275501251220703 (27.308114710227454) | > grad_norm_1: tensor(565.2782, device='cuda:0') (tensor(370.1406, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.9056 (0.864561017721998) | > loader_time: 0.0125 (0.01023957059052491)  --> TIME: 2025-05-12 02:22:45 -- STEP: 612/725 -- GLOBAL_STEP: 393750 | > loss_disc: 2.2988486289978027 (2.20396957327338) | > loss_disc_real_0: 0.14781929552555084 (0.1361981170507624) | > loss_disc_real_1: 0.20119917392730713 (0.19101877547070084) | > loss_disc_real_2: 0.22157400846481323 (0.18859024543096048) | > loss_disc_real_3: 0.20830810070037842 (0.20519545469798292) | > loss_disc_real_4: 0.2013014256954193 (0.19469496381341242) | > loss_disc_real_5: 0.25123700499534607 (0.20798883472684943) | > loss_0: 2.2988486289978027 (2.20396957327338) | > grad_norm_0: tensor(23.9965, device='cuda:0') (tensor(21.5037, device='cuda:0')) | > loss_gen: 2.686856985092163 (2.7671478499774076) | > loss_kl: 1.6365482807159424 (1.7176158702840985) | > loss_feat: 7.516815662384033 (8.290493696343662) | > loss_mel: 12.645415306091309 (12.89456349883983) | > loss_duration: 1.5986876487731934 (1.6619851076914591) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.08432388305664 (27.331806005216123) | > grad_norm_1: tensor(418.4729, device='cuda:0') (tensor(369.3419, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8218 (0.8645948533918347) | > loader_time: 0.0088 (0.010246660584717794)  --> TIME: 2025-05-12 02:23:29 -- STEP: 662/725 -- GLOBAL_STEP: 393800 | > loss_disc: 2.252887010574341 (2.2043637802593667) | > loss_disc_real_0: 0.11491331458091736 (0.1360723826010063) | > loss_disc_real_1: 0.18373632431030273 (0.19101071335217748) | > loss_disc_real_2: 0.20206953585147858 (0.18878492316810747) | > loss_disc_real_3: 0.1814219057559967 (0.20525149217725155) | > loss_disc_real_4: 0.21301227807998657 (0.19466416537761697) | > loss_disc_real_5: 0.20472298562526703 (0.2081005483910757) | > loss_0: 2.252887010574341 (2.2043637802593667) | > grad_norm_0: tensor(10.0927, device='cuda:0') (tensor(21.1986, device='cuda:0')) | > loss_gen: 2.6872334480285645 (2.767410481804449) | > loss_kl: 1.8646858930587769 (1.7188105637213247) | > loss_feat: 8.432671546936035 (8.28874633535517) | > loss_mel: 13.275154113769531 (12.904655933380127) | > loss_duration: 1.6810150146484375 (1.6622732413139227) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.940759658813477 (27.341896541169053) | > grad_norm_1: tensor(228.2432, device='cuda:0') (tensor(362.5339, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8934 (0.8644453704897374) | > loader_time: 0.0102 (0.010229691998115837)  --> TIME: 2025-05-12 02:24:13 -- STEP: 712/725 -- GLOBAL_STEP: 393850 | > loss_disc: 2.169264793395996 (2.203417648257835) | > loss_disc_real_0: 0.09942972660064697 (0.13599472148657876) | > loss_disc_real_1: 0.1583278924226761 (0.19080791149413986) | > loss_disc_real_2: 0.2150510847568512 (0.18884032698913242) | > loss_disc_real_3: 0.20495358109474182 (0.20505332890270128) | > loss_disc_real_4: 0.20723026990890503 (0.19459224954833484) | > loss_disc_real_5: 0.19363461434841156 (0.2080070053886497) | > loss_0: 2.169264793395996 (2.203417648257835) | > grad_norm_0: tensor(20.5107, device='cuda:0') (tensor(20.8352, device='cuda:0')) | > loss_gen: 2.8082189559936523 (2.7681169379293276) | > loss_kl: 1.697890043258667 (1.7178899727845454) | > loss_feat: 9.306042671203613 (8.297406720981165) | > loss_mel: 14.560572624206543 (12.919131264257967) | > loss_duration: 1.663088083267212 (1.6620105905144402) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.03581428527832 (27.36455549282975) | > grad_norm_1: tensor(258.1341, device='cuda:0') (tensor(355.8463, device='cuda:0')) | > current_lr_0: 0.00018837574730431789 | > current_lr_1: 0.00018837574730431789 | > step_time: 0.8216 (0.8646148808216784) | > loader_time: 0.0098 (0.010249679677941829)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3624372482299805 (2.3624372482299805) | > loss_disc_real_0: 0.14746689796447754 (0.14746689796447754) | > loss_disc_real_1: 0.20199741423130035 (0.20199741423130035) | > loss_disc_real_2: 0.24781355261802673 (0.24781355261802673) | > loss_disc_real_3: 0.2451307326555252 (0.2451307326555252) | > loss_disc_real_4: 0.2967718541622162 (0.2967718541622162) | > loss_disc_real_5: 0.24637340009212494 (0.24637340009212494) | > loss_0: 2.3624372482299805 (2.3624372482299805) | > loss_gen: 2.824185371398926 (2.824185371398926) | > loss_kl: 2.127582311630249 (2.127582311630249) | > loss_feat: 8.357583999633789 (8.357583999633789) | > loss_mel: 13.836296081542969 (13.836296081542969) | > loss_duration: 1.7370001077651978 (1.7370001077651978) | > loss_1: 28.882648468017578 (28.882648468017578)  --> STEP: 1 | > loss_disc: 2.315328359603882 (2.315328359603882) | > loss_disc_real_0: 0.14656619727611542 (0.14656619727611542) | > loss_disc_real_1: 0.19494515657424927 (0.19494515657424927) | > loss_disc_real_2: 0.2459772229194641 (0.2459772229194641) | > loss_disc_real_3: 0.23843441903591156 (0.23843441903591156) | > loss_disc_real_4: 0.2812963128089905 (0.2812963128089905) | > loss_disc_real_5: 0.2501833736896515 (0.2501833736896515) | > loss_0: 2.315328359603882 (2.315328359603882) | > loss_gen: 2.8692843914031982 (2.8692843914031982) | > loss_kl: 2.074958562850952 (2.074958562850952) | > loss_feat: 8.90280818939209 (8.90280818939209) | > loss_mel: 13.82463264465332 (13.82463264465332) | > loss_duration: 1.8600037097930908 (1.8600037097930908) | > loss_1: 29.531686782836914 (29.531686782836914)  --> STEP: 2 | > loss_disc: 2.472240686416626 (2.393784523010254) | > loss_disc_real_0: 0.15912003815174103 (0.15284311771392822) | > loss_disc_real_1: 0.2112162858247757 (0.20308072119951248) | > loss_disc_real_2: 0.2538188099861145 (0.2498980164527893) | > loss_disc_real_3: 0.22868700325489044 (0.233560711145401) | > loss_disc_real_4: 0.2735002934932709 (0.2773983031511307) | > loss_disc_real_5: 0.2291029393672943 (0.2396431565284729) | > loss_0: 2.472240686416626 (2.393784523010254) | > loss_gen: 2.4147160053253174 (2.642000198364258) | > loss_kl: 1.9054075479507446 (1.9901830554008484) | > loss_feat: 6.596529006958008 (7.749668598175049) | > loss_mel: 11.247016906738281 (12.5358247756958) | > loss_duration: 1.882121205329895 (1.871062457561493) | > loss_1: 24.045793533325195 (26.788740158081055)  --> STEP: 3 | > loss_disc: 2.3236825466156006 (2.3704171975453696) | > loss_disc_real_0: 0.15294814109802246 (0.1528781255086263) | > loss_disc_real_1: 0.21271853148937225 (0.20629332462946573) | > loss_disc_real_2: 0.2604345977306366 (0.2534102102120717) | > loss_disc_real_3: 0.24575994908809662 (0.23762712379296622) | > loss_disc_real_4: 0.2783639430999756 (0.277720183134079) | > loss_disc_real_5: 0.23626597225666046 (0.23851742843786874) | > loss_0: 2.3236825466156006 (2.3704171975453696) | > loss_gen: 2.908294200897217 (2.730764865875244) | > loss_kl: 2.0602941513061523 (2.0135534207026162) | > loss_feat: 8.365335464477539 (7.954890886942546) | > loss_mel: 14.178403854370117 (13.083351135253906) | > loss_duration: 1.848621129989624 (1.8635820150375366) | > loss_1: 29.360950469970703 (27.646143595377605)  --> STEP: 4 | > loss_disc: 2.377098321914673 (2.3720874786376953) | > loss_disc_real_0: 0.13254091143608093 (0.14779382199048996) | > loss_disc_real_1: 0.21057924628257751 (0.20736480504274368) | > loss_disc_real_2: 0.23633460700511932 (0.24914130941033363) | > loss_disc_real_3: 0.23634223639965057 (0.2373059019446373) | > loss_disc_real_4: 0.30482837557792664 (0.2844972312450409) | > loss_disc_real_5: 0.2859721779823303 (0.25038111582398415) | > loss_0: 2.377098321914673 (2.3720874786376953) | > loss_gen: 2.8193509578704834 (2.752911388874054) | > loss_kl: 2.0077199935913086 (2.0120950639247894) | > loss_feat: 8.431750297546387 (8.074105739593506) | > loss_mel: 14.424304962158203 (13.41858959197998) | > loss_duration: 1.7677593231201172 (1.8396263420581818) | > loss_1: 29.450885772705078 (28.097329139709473) --> EVAL PERFORMANCE | > avg_loader_time: 0.32298076152801514 (-0.0026043057441711426) | > avg_loss_disc: 2.3720874786376953 (-0.007433414459228516) | > avg_loss_disc_real_0: 0.14779382199048996 (-0.004644088447093964) | > avg_loss_disc_real_1: 0.20736480504274368 (-0.015632599592208862) | > avg_loss_disc_real_2: 0.24914130941033363 (+0.05931546539068222) | > avg_loss_disc_real_3: 0.2373059019446373 (+0.0321572944521904) | > avg_loss_disc_real_4: 0.2844972312450409 (+0.043815091252326965) | > avg_loss_disc_real_5: 0.25038111582398415 (+0.03967082500457764) | > avg_loss_0: 2.3720874786376953 (-0.007433414459228516) | > avg_loss_gen: 2.752911388874054 (+0.310299813747406) | > avg_loss_kl: 2.0120950639247894 (-0.057331979274749756) | > avg_loss_feat: 8.074105739593506 (+0.9861729145050049) | > avg_loss_mel: 13.41858959197998 (+0.9372780323028564) | > avg_loss_duration: 1.8396263420581818 (-0.00669059157371521) | > avg_loss_1: 28.097329139709473 (+2.169729232788086)  > EPOCH: 480/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 02:24:30)   --> TIME: 2025-05-12 02:25:05 -- STEP: 37/725 -- GLOBAL_STEP: 393900 | > loss_disc: 2.1164309978485107 (2.222483860479819) | > loss_disc_real_0: 0.07937587797641754 (0.13663149182055448) | > loss_disc_real_1: 0.17173540592193604 (0.19437370791628555) | > loss_disc_real_2: 0.17777739465236664 (0.19317365377335935) | > loss_disc_real_3: 0.17617759108543396 (0.20513104264800613) | > loss_disc_real_4: 0.1947111040353775 (0.1954853985760663) | > loss_disc_real_5: 0.15997079014778137 (0.20866557794648247) | > loss_0: 2.1164309978485107 (2.222483860479819) | > grad_norm_0: tensor(18.0278, device='cuda:0') (tensor(21.9000, device='cuda:0')) | > loss_gen: 2.738645553588867 (2.7419815256788924) | > loss_kl: 1.6045302152633667 (1.7530452109671928) | > loss_feat: 8.904661178588867 (8.15355431066977) | > loss_mel: 13.592260360717773 (12.915460689647778) | > loss_duration: 1.6700565814971924 (1.6580699907766807) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.510154724121094 (27.22211183084024) | > grad_norm_1: tensor(545.1379, device='cuda:0') (tensor(369.7381, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8977 (0.8613976014626993) | > loader_time: 0.0103 (0.010651246921436206)  --> TIME: 2025-05-12 02:25:50 -- STEP: 87/725 -- GLOBAL_STEP: 393950 | > loss_disc: 2.274639129638672 (2.2246881106804164) | > loss_disc_real_0: 0.13048364222049713 (0.1388093576520339) | > loss_disc_real_1: 0.1747666597366333 (0.19258374540970247) | > loss_disc_real_2: 0.1746998280286789 (0.1922956381378503) | > loss_disc_real_3: 0.254135400056839 (0.20634831830687905) | > loss_disc_real_4: 0.23960159718990326 (0.19542407698329842) | > loss_disc_real_5: 0.2012140452861786 (0.20836893905853404) | > loss_0: 2.274639129638672 (2.2246881106804164) | > grad_norm_0: tensor(18.7077, device='cuda:0') (tensor(22.1947, device='cuda:0')) | > loss_gen: 2.5837252140045166 (2.7326849438678256) | > loss_kl: 1.7901430130004883 (1.726788331722391) | > loss_feat: 7.817335605621338 (8.09342687431423) | > loss_mel: 11.978647232055664 (12.770841697166706) | > loss_duration: 1.653668999671936 (1.6616275420134092) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.82352066040039 (26.985369430191216) | > grad_norm_1: tensor(173.6188, device='cuda:0') (tensor(363.8550, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8392 (0.8704456323864816) | > loader_time: 0.0096 (0.010416907825689206)  --> TIME: 2025-05-12 02:26:34 -- STEP: 137/725 -- GLOBAL_STEP: 394000 | > loss_disc: 2.131596088409424 (2.210859113366065) | > loss_disc_real_0: 0.10327690094709396 (0.13596200165304834) | > loss_disc_real_1: 0.17661571502685547 (0.19081022704604772) | > loss_disc_real_2: 0.1597536951303482 (0.19069658448226262) | > loss_disc_real_3: 0.20552870631217957 (0.2061070283181476) | > loss_disc_real_4: 0.18517959117889404 (0.19483802027075833) | > loss_disc_real_5: 0.23592130839824677 (0.20819166933533048) | > loss_0: 2.131596088409424 (2.210859113366065) | > grad_norm_0: tensor(16.9616, device='cuda:0') (tensor(21.5630, device='cuda:0')) | > loss_gen: 2.974149227142334 (2.7518443626208895) | > loss_kl: 1.6855800151824951 (1.7233650519029937) | > loss_feat: 9.15123176574707 (8.218524918939073) | > loss_mel: 13.089497566223145 (12.870892204507424) | > loss_duration: 1.6302716732025146 (1.6603566782317891) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.530731201171875 (27.224983229254285) | > grad_norm_1: tensor(419.1119, device='cuda:0') (tensor(368.6685, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8316 (0.8699459455309123) | > loader_time: 0.011 (0.010457877695125385) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_394000.pth  --> TIME: 2025-05-12 02:27:20 -- STEP: 187/725 -- GLOBAL_STEP: 394050 | > loss_disc: 2.1256446838378906 (2.2077252526971747) | > loss_disc_real_0: 0.10994481295347214 (0.13514011775586707) | > loss_disc_real_1: 0.18036381900310516 (0.19107245737537343) | > loss_disc_real_2: 0.1944700926542282 (0.19036890462758077) | > loss_disc_real_3: 0.1786222904920578 (0.20535233154653862) | > loss_disc_real_4: 0.18836970627307892 (0.1945972211539427) | > loss_disc_real_5: 0.21637921035289764 (0.20856219211364174) | > loss_0: 2.1256446838378906 (2.2077252526971747) | > grad_norm_0: tensor(23.3138, device='cuda:0') (tensor(21.6387, device='cuda:0')) | > loss_gen: 2.9968175888061523 (2.7573077946423217) | > loss_kl: 1.6475801467895508 (1.7205734189181405) | > loss_feat: 8.599727630615234 (8.239383304820342) | > loss_mel: 13.080323219299316 (12.881528803371493) | > loss_duration: 1.6758791208267212 (1.662782395587248) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.00032615661621 (27.26157572945172) | > grad_norm_1: tensor(558.5940, device='cuda:0') (tensor(373.6048, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8627 (0.8687725704621504) | > loader_time: 0.0102 (0.010472763030924263)  --> TIME: 2025-05-12 02:28:04 -- STEP: 237/725 -- GLOBAL_STEP: 394100 | > loss_disc: 2.1599550247192383 (2.2035693589142102) | > loss_disc_real_0: 0.13381427526474 (0.13567034538662398) | > loss_disc_real_1: 0.1865338236093521 (0.19073339862914024) | > loss_disc_real_2: 0.16287055611610413 (0.18915550171825962) | > loss_disc_real_3: 0.18704275786876678 (0.20524889790307618) | > loss_disc_real_4: 0.17899751663208008 (0.19462188468452246) | > loss_disc_real_5: 0.1907949000597 (0.20685553041440022) | > loss_0: 2.1599550247192383 (2.2035693589142102) | > grad_norm_0: tensor(10.3344, device='cuda:0') (tensor(22.1691, device='cuda:0')) | > loss_gen: 2.789092540740967 (2.7657755075124753) | > loss_kl: 1.7885644435882568 (1.7246004700157713) | > loss_feat: 8.149394989013672 (8.285544487997452) | > loss_mel: 12.937374114990234 (12.90369659938893) | > loss_duration: 1.6365411281585693 (1.6624609780210986) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.300968170166016 (27.342078092229016) | > grad_norm_1: tensor(329.7299, device='cuda:0') (tensor(381.0890, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8226 (0.868056418020514) | > loader_time: 0.0094 (0.010428737487471054)  --> TIME: 2025-05-12 02:28:48 -- STEP: 287/725 -- GLOBAL_STEP: 394150 | > loss_disc: 2.276409149169922 (2.202607065958428) | > loss_disc_real_0: 0.14967069029808044 (0.13616627182175486) | > loss_disc_real_1: 0.23233787715435028 (0.1903367961013774) | > loss_disc_real_2: 0.20558130741119385 (0.18895502134067257) | > loss_disc_real_3: 0.24219360947608948 (0.20520005632152954) | > loss_disc_real_4: 0.22188904881477356 (0.19431659589661118) | > loss_disc_real_5: 0.22181296348571777 (0.20807279267377554) | > loss_0: 2.276409149169922 (2.202607065958428) | > grad_norm_0: tensor(22.7527, device='cuda:0') (tensor(21.5703, device='cuda:0')) | > loss_gen: 2.7516095638275146 (2.7648331080579593) | > loss_kl: 1.7886898517608643 (1.7262403333644003) | > loss_feat: 7.876716613769531 (8.294789794430091) | > loss_mel: 12.746615409851074 (12.90201131641242) | > loss_duration: 1.6770787239074707 (1.6622099847328373) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.840709686279297 (27.35008457064214) | > grad_norm_1: tensor(337.2546, device='cuda:0') (tensor(362.7879, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8155 (0.866847969513737) | > loader_time: 0.0153 (0.010419999265504635)  --> TIME: 2025-05-12 02:29:32 -- STEP: 337/725 -- GLOBAL_STEP: 394200 | > loss_disc: 2.0079431533813477 (2.2016892291671804) | > loss_disc_real_0: 0.11900023370981216 (0.13595550208841659) | > loss_disc_real_1: 0.17602020502090454 (0.19032024806614095) | > loss_disc_real_2: 0.16513638198375702 (0.18884618920812973) | > loss_disc_real_3: 0.18016409873962402 (0.20505164855488692) | > loss_disc_real_4: 0.18863248825073242 (0.19423666017168703) | > loss_disc_real_5: 0.17629657685756683 (0.20810367626853796) | > loss_0: 2.0079431533813477 (2.2016892291671804) | > grad_norm_0: tensor(12.6166, device='cuda:0') (tensor(21.4144, device='cuda:0')) | > loss_gen: 3.0278148651123047 (2.760542108326354) | > loss_kl: 1.5046557188034058 (1.7205359794265793) | > loss_feat: 9.588830947875977 (8.289420893355016) | > loss_mel: 13.591798782348633 (12.878096914432879) | > loss_duration: 1.658132553100586 (1.6620745874653942) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.371232986450195 (27.310670541372787) | > grad_norm_1: tensor(438.9204, device='cuda:0') (tensor(364.0923, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.9 (0.8677301024824646) | > loader_time: 0.0127 (0.01047992706298829)  --> TIME: 2025-05-12 02:30:17 -- STEP: 387/725 -- GLOBAL_STEP: 394250 | > loss_disc: 2.261411666870117 (2.2003137196681304) | > loss_disc_real_0: 0.1486276239156723 (0.13603608252466168) | > loss_disc_real_1: 0.22604256868362427 (0.19014322988746707) | > loss_disc_real_2: 0.17797476053237915 (0.18882741014778764) | > loss_disc_real_3: 0.23639610409736633 (0.20503267672788889) | > loss_disc_real_4: 0.20245210826396942 (0.19415956716358812) | > loss_disc_real_5: 0.23785661160945892 (0.20790037412668075) | > loss_0: 2.261411666870117 (2.2003137196681304) | > grad_norm_0: tensor(9.5725, device='cuda:0') (tensor(21.7775, device='cuda:0')) | > loss_gen: 2.8581478595733643 (2.7636893645737497) | > loss_kl: 1.700391411781311 (1.7137289595542335) | > loss_feat: 6.845309257507324 (8.287583547045104) | > loss_mel: 11.593231201171875 (12.86120502462067) | > loss_duration: 1.735446572303772 (1.6621367145878403) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.732526779174805 (27.28834364642161) | > grad_norm_1: tensor(440.5767, device='cuda:0') (tensor(368.3551, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8853 (0.8678370070395852) | > loader_time: 0.0102 (0.01045314902174997)  --> TIME: 2025-05-12 02:31:00 -- STEP: 437/725 -- GLOBAL_STEP: 394300 | > loss_disc: 2.3623130321502686 (2.2011563292357144) | > loss_disc_real_0: 0.13424675166606903 (0.13627941553529915) | > loss_disc_real_1: 0.20145143568515778 (0.1903643185268551) | > loss_disc_real_2: 0.19630861282348633 (0.18874604727228933) | > loss_disc_real_3: 0.20736783742904663 (0.20513255154240875) | > loss_disc_real_4: 0.20713616907596588 (0.19428114930606813) | > loss_disc_real_5: 0.2781867980957031 (0.20780750710167656) | > loss_0: 2.3623130321502686 (2.2011563292357144) | > grad_norm_0: tensor(5.9296, device='cuda:0') (tensor(21.7901, device='cuda:0')) | > loss_gen: 2.557823657989502 (2.765102765652897) | > loss_kl: 1.7754170894622803 (1.7104379656112985) | > loss_feat: 6.398726940155029 (8.28146255480071) | > loss_mel: 11.009906768798828 (12.843170133280811) | > loss_duration: 1.6261041164398193 (1.6617890520008536) | > amp_scaler: 512.0 (263.6155606407324) | > loss_1: 23.367979049682617 (27.261962532724347) | > grad_norm_1: tensor(120.6113, device='cuda:0') (tensor(370.6122, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.9086 (0.8669882027999215) | > loader_time: 0.0101 (0.010463427624386021)  --> TIME: 2025-05-12 02:31:44 -- STEP: 487/725 -- GLOBAL_STEP: 394350 | > loss_disc: 2.192967414855957 (2.1992102839373953) | > loss_disc_real_0: 0.09603558480739594 (0.13579654286651863) | > loss_disc_real_1: 0.1899997591972351 (0.19026260879617454) | > loss_disc_real_2: 0.1936367303133011 (0.18859046486491293) | > loss_disc_real_3: 0.19929561018943787 (0.2051463424241519) | > loss_disc_real_4: 0.16092120110988617 (0.19413724654876227) | > loss_disc_real_5: 0.2414960116147995 (0.20790902762320007) | > loss_0: 2.192967414855957 (2.1992102839373953) | > grad_norm_0: tensor(17.4684, device='cuda:0') (tensor(21.5459, device='cuda:0')) | > loss_gen: 2.8065261840820312 (2.767022228338878) | > loss_kl: 1.623437762260437 (1.7086092302197058) | > loss_feat: 8.246079444885254 (8.296764609750056) | > loss_mel: 13.984288215637207 (12.88645952487139) | > loss_duration: 1.6390559673309326 (1.6623375645897964) | > amp_scaler: 512.0 (289.11704312114995) | > loss_1: 28.299386978149414 (27.32119319375291) | > grad_norm_1: tensor(380.7192, device='cuda:0') (tensor(364.7237, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8187 (0.8667099275138589) | > loader_time: 0.0153 (0.010507208121141127)  --> TIME: 2025-05-12 02:32:28 -- STEP: 537/725 -- GLOBAL_STEP: 394400 | > loss_disc: 2.3117284774780273 (2.2005418883133645) | > loss_disc_real_0: 0.11381258070468903 (0.13574084721408503) | > loss_disc_real_1: 0.18536309897899628 (0.19021630217798155) | > loss_disc_real_2: 0.20048435032367706 (0.1888434296990684) | > loss_disc_real_3: 0.2522716820240021 (0.20505375280504567) | > loss_disc_real_4: 0.2029525190591812 (0.19443407371723448) | > loss_disc_real_5: 0.26215794682502747 (0.2083032384265069) | > loss_0: 2.3117284774780273 (2.2005418883133645) | > grad_norm_0: tensor(14.3908, device='cuda:0') (tensor(21.2447, device='cuda:0')) | > loss_gen: 2.756174087524414 (2.765054110930173) | > loss_kl: 1.628829836845398 (1.7090446072139773) | > loss_feat: 7.723927974700928 (8.29177144652639) | > loss_mel: 11.354278564453125 (12.878247573611015) | > loss_duration: 1.6895265579223633 (1.6627713703798404) | > amp_scaler: 256.0 (306.05586592178776) | > loss_1: 25.15273666381836 (27.306889148619817) | > grad_norm_1: tensor(449.0021, device='cuda:0') (tensor(360.0933, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8728 (0.8665368050836318) | > loader_time: 0.0094 (0.010469413114437623)  --> TIME: 2025-05-12 02:33:12 -- STEP: 587/725 -- GLOBAL_STEP: 394450 | > loss_disc: 2.1589126586914062 (2.199911966437578) | > loss_disc_real_0: 0.11507697403430939 (0.135828494162535) | > loss_disc_real_1: 0.18413415551185608 (0.19015713553920113) | > loss_disc_real_2: 0.19013777375221252 (0.18871703492620334) | > loss_disc_real_3: 0.20973971486091614 (0.20492934353103828) | > loss_disc_real_4: 0.2307676374912262 (0.1944614694766332) | > loss_disc_real_5: 0.1917603760957718 (0.2081750354378959) | > loss_0: 2.1589126586914062 (2.199911966437578) | > grad_norm_0: tensor(14.8196, device='cuda:0') (tensor(21.6180, device='cuda:0')) | > loss_gen: 2.7943077087402344 (2.7673795109509998) | > loss_kl: 1.7459564208984375 (1.7098702480683323) | > loss_feat: 9.37022590637207 (8.303173398240466) | > loss_mel: 14.38144302368164 (12.888155836466025) | > loss_duration: 1.641409158706665 (1.6623652149912038) | > amp_scaler: 256.0 (301.79216354344146) | > loss_1: 29.93334197998047 (27.330944243241014) | > grad_norm_1: tensor(283.9390, device='cuda:0') (tensor(363.5175, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8781 (0.8662571708022836) | > loader_time: 0.0131 (0.01051495022424441)  --> TIME: 2025-05-12 02:33:57 -- STEP: 637/725 -- GLOBAL_STEP: 394500 | > loss_disc: 2.1111576557159424 (2.198096261106818) | > loss_disc_real_0: 0.12872622907161713 (0.1355222540686792) | > loss_disc_real_1: 0.17846515774726868 (0.1899997684139659) | > loss_disc_real_2: 0.18894638121128082 (0.188498612569303) | > loss_disc_real_3: 0.193389892578125 (0.20478626142959197) | > loss_disc_real_4: 0.1970120519399643 (0.1941068216667071) | > loss_disc_real_5: 0.21251662075519562 (0.20815652653317632) | > loss_0: 2.1111576557159424 (2.198096261106818) | > grad_norm_0: tensor(10.4014, device='cuda:0') (tensor(21.1894, device='cuda:0')) | > loss_gen: 2.903527021408081 (2.7674728304475207) | > loss_kl: 1.7122966051101685 (1.709622062543871) | > loss_feat: 8.088380813598633 (8.309162622718276) | > loss_mel: 13.601645469665527 (12.896304380575566) | > loss_duration: 1.6565518379211426 (1.6623595348519844) | > amp_scaler: 256.0 (298.1978021978023) | > loss_1: 27.962400436401367 (27.344921462389898) | > grad_norm_1: tensor(131.4225, device='cuda:0') (tensor(358.0425, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8446 (0.8663263545492942) | > loader_time: 0.0104 (0.010529674577937582)  --> TIME: 2025-05-12 02:34:40 -- STEP: 687/725 -- GLOBAL_STEP: 394550 | > loss_disc: 2.012165069580078 (2.198868216038443) | > loss_disc_real_0: 0.08181258291006088 (0.13574686536926003) | > loss_disc_real_1: 0.19519050419330597 (0.1899593630385364) | > loss_disc_real_2: 0.15149065852165222 (0.1886879163407863) | > loss_disc_real_3: 0.19091138243675232 (0.20492070381905134) | > loss_disc_real_4: 0.18018701672554016 (0.1942127746742713) | > loss_disc_real_5: 0.1910237818956375 (0.20815634543111414) | > loss_0: 2.012165069580078 (2.198868216038443) | > grad_norm_0: tensor(17.8331, device='cuda:0') (tensor(21.0983, device='cuda:0')) | > loss_gen: 3.1945552825927734 (2.766851067369507) | > loss_kl: 1.3888643980026245 (1.7077969772499886) | > loss_feat: 9.993184089660645 (8.301149997128155) | > loss_mel: 14.711737632751465 (12.899652358919946) | > loss_duration: 1.6659331321716309 (1.6622084037358758) | > amp_scaler: 256.0 (295.12663755458533) | > loss_1: 30.954275131225586 (27.33765882522606) | > grad_norm_1: tensor(542.9955, device='cuda:0') (tensor(354.9529, device='cuda:0')) | > current_lr_0: 0.00018835220033590485 | > current_lr_1: 0.00018835220033590485 | > step_time: 0.8695 (0.8654028387222401) | > loader_time: 0.0128 (0.010547471705829562)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3243918418884277 (2.3243918418884277) | > loss_disc_real_0: 0.14962121844291687 (0.14962121844291687) | > loss_disc_real_1: 0.15999415516853333 (0.15999415516853333) | > loss_disc_real_2: 0.23196184635162354 (0.23196184635162354) | > loss_disc_real_3: 0.2245176136493683 (0.2245176136493683) | > loss_disc_real_4: 0.2406064122915268 (0.2406064122915268) | > loss_disc_real_5: 0.25960755348205566 (0.25960755348205566) | > loss_0: 2.3243918418884277 (2.3243918418884277) | > loss_gen: 2.657594680786133 (2.657594680786133) | > loss_kl: 1.953718900680542 (1.953718900680542) | > loss_feat: 8.740072250366211 (8.740072250366211) | > loss_mel: 13.22269344329834 (13.22269344329834) | > loss_duration: 1.7430834770202637 (1.7430834770202637) | > loss_1: 28.317163467407227 (28.317163467407227)  --> STEP: 1 | > loss_disc: 2.320736885070801 (2.320736885070801) | > loss_disc_real_0: 0.15993349254131317 (0.15993349254131317) | > loss_disc_real_1: 0.15305502712726593 (0.15305502712726593) | > loss_disc_real_2: 0.2080671340227127 (0.2080671340227127) | > loss_disc_real_3: 0.2266518920660019 (0.2266518920660019) | > loss_disc_real_4: 0.23492825031280518 (0.23492825031280518) | > loss_disc_real_5: 0.26696914434432983 (0.26696914434432983) | > loss_0: 2.320736885070801 (2.320736885070801) | > loss_gen: 2.554323434829712 (2.554323434829712) | > loss_kl: 2.115051746368408 (2.115051746368408) | > loss_feat: 7.438457012176514 (7.438457012176514) | > loss_mel: 13.24203872680664 (13.24203872680664) | > loss_duration: 1.8648176193237305 (1.8648176193237305) | > loss_1: 27.21468734741211 (27.21468734741211)  --> STEP: 2 | > loss_disc: 2.2052459716796875 (2.262991428375244) | > loss_disc_real_0: 0.1200367733836174 (0.1399851329624653) | > loss_disc_real_1: 0.15343154966831207 (0.153243288397789) | > loss_disc_real_2: 0.20551764965057373 (0.20679239183664322) | > loss_disc_real_3: 0.21082806587219238 (0.21873997896909714) | > loss_disc_real_4: 0.2527158260345459 (0.24382203817367554) | > loss_disc_real_5: 0.24306894838809967 (0.25501904636621475) | > loss_0: 2.2052459716796875 (2.262991428375244) | > loss_gen: 2.712190628051758 (2.633257031440735) | > loss_kl: 1.8558346033096313 (1.9854431748390198) | > loss_feat: 8.319461822509766 (7.87895941734314) | > loss_mel: 14.095561981201172 (13.668800354003906) | > loss_duration: 1.8891240358352661 (1.8769708275794983) | > loss_1: 28.872173309326172 (28.04343032836914)  --> STEP: 3 | > loss_disc: 2.270664930343628 (2.2655492623647056) | > loss_disc_real_0: 0.13218621909618378 (0.13738549500703812) | > loss_disc_real_1: 0.16137094795703888 (0.15595250825087228) | > loss_disc_real_2: 0.20322024822235107 (0.20560167729854584) | > loss_disc_real_3: 0.24368874728679657 (0.22705623507499695) | > loss_disc_real_4: 0.21977703273296356 (0.2358070363601049) | > loss_disc_real_5: 0.28280922770500183 (0.2642824401458104) | > loss_0: 2.270664930343628 (2.2655492623647056) | > loss_gen: 2.625495195388794 (2.6306697527567544) | > loss_kl: 2.1083688735961914 (2.026418407758077) | > loss_feat: 7.763597011566162 (7.840505282084147) | > loss_mel: 12.980854988098145 (13.439485232035318) | > loss_duration: 1.859090805053711 (1.8710108200709026) | > loss_1: 27.3374080657959 (27.80808957417806)  --> STEP: 4 | > loss_disc: 2.1734321117401123 (2.242519974708557) | > loss_disc_real_0: 0.13113082945346832 (0.13582182861864567) | > loss_disc_real_1: 0.15428146719932556 (0.1555347479879856) | > loss_disc_real_2: 0.18919166922569275 (0.20149917528033257) | > loss_disc_real_3: 0.21975016593933105 (0.22522971779108047) | > loss_disc_real_4: 0.21058548986911774 (0.2295016497373581) | > loss_disc_real_5: 0.24602852761745453 (0.25971896201372147) | > loss_0: 2.1734321117401123 (2.242519974708557) | > loss_gen: 2.7300100326538086 (2.655504822731018) | > loss_kl: 2.1338629722595215 (2.053279548883438) | > loss_feat: 9.531291961669922 (8.26320195198059) | > loss_mel: 13.853273391723633 (13.542932271957397) | > loss_duration: 1.7955079078674316 (1.8521350920200348) | > loss_1: 30.043947219848633 (28.367053985595703) --> EVAL PERFORMANCE | > avg_loader_time: 0.32483696937561035 (+0.0018562078475952148) | > avg_loss_disc: 2.242519974708557 (-0.12956750392913818) | > avg_loss_disc_real_0: 0.13582182861864567 (-0.011971993371844292) | > avg_loss_disc_real_1: 0.1555347479879856 (-0.05183005705475807) | > avg_loss_disc_real_2: 0.20149917528033257 (-0.04764213413000107) | > avg_loss_disc_real_3: 0.22522971779108047 (-0.012076184153556824) | > avg_loss_disc_real_4: 0.2295016497373581 (-0.0549955815076828) | > avg_loss_disc_real_5: 0.25971896201372147 (+0.00933784618973732) | > avg_loss_0: 2.242519974708557 (-0.12956750392913818) | > avg_loss_gen: 2.655504822731018 (-0.09740656614303589) | > avg_loss_kl: 2.053279548883438 (+0.04118448495864868) | > avg_loss_feat: 8.26320195198059 (+0.18909621238708496) | > avg_loss_mel: 13.542932271957397 (+0.12434267997741699) | > avg_loss_duration: 1.8521350920200348 (+0.012508749961853027) | > avg_loss_1: 28.367053985595703 (+0.26972484588623047)  > EPOCH: 481/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 02:35:20)   --> TIME: 2025-05-12 02:35:33 -- STEP: 12/725 -- GLOBAL_STEP: 394600 | > loss_disc: 2.2438149452209473 (2.2081117828687034) | > loss_disc_real_0: 0.15583936870098114 (0.13702545625468096) | > loss_disc_real_1: 0.22413823008537292 (0.19158375139037767) | > loss_disc_real_2: 0.20944920182228088 (0.18446311230460802) | > loss_disc_real_3: 0.18421867489814758 (0.20086067418257395) | > loss_disc_real_4: 0.1689371019601822 (0.19438437248269716) | > loss_disc_real_5: 0.19135138392448425 (0.2115778960287571) | > loss_0: 2.2438149452209473 (2.2081117828687034) | > grad_norm_0: tensor(18.3690, device='cuda:0') (tensor(13.7569, device='cuda:0')) | > loss_gen: 2.759997606277466 (2.750355581442515) | > loss_kl: 1.705388069152832 (1.762784759203593) | > loss_feat: 8.926812171936035 (8.448737581570944) | > loss_mel: 13.898534774780273 (13.516120990117392) | > loss_duration: 1.6986829042434692 (1.671397457520167) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.989416122436523 (28.149396737416584) | > grad_norm_1: tensor(234.6041, device='cuda:0') (tensor(214.9521, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.854 (0.8495534062385559) | > loader_time: 0.0095 (0.010314643383026123)  --> TIME: 2025-05-12 02:36:17 -- STEP: 62/725 -- GLOBAL_STEP: 394650 | > loss_disc: 2.171513080596924 (2.1943257566421273) | > loss_disc_real_0: 0.11307534575462341 (0.1329462422478583) | > loss_disc_real_1: 0.1727839559316635 (0.1888867277772196) | > loss_disc_real_2: 0.1938609629869461 (0.18837591404876403) | > loss_disc_real_3: 0.1906106323003769 (0.20456296325691284) | > loss_disc_real_4: 0.19161848723888397 (0.1945974076947858) | > loss_disc_real_5: 0.22151361405849457 (0.20877148811855623) | > loss_0: 2.171513080596924 (2.1943257566421273) | > grad_norm_0: tensor(30.9553, device='cuda:0') (tensor(19.6570, device='cuda:0')) | > loss_gen: 2.8595597743988037 (2.770133137702942) | > loss_kl: 1.6155521869659424 (1.7386170106549417) | > loss_feat: 8.893233299255371 (8.34800335668748) | > loss_mel: 13.841991424560547 (13.061156226742652) | > loss_duration: 1.6913095712661743 (1.6615721506457175) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.90164566040039 (27.579482078552246) | > grad_norm_1: tensor(439.1257, device='cuda:0') (tensor(337.9986, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8692 (0.8636217501855665) | > loader_time: 0.0109 (0.010257086446208336)  --> TIME: 2025-05-12 02:37:01 -- STEP: 112/725 -- GLOBAL_STEP: 394700 | > loss_disc: 2.312934637069702 (2.2008014566132013) | > loss_disc_real_0: 0.13493601977825165 (0.13540616518418708) | > loss_disc_real_1: 0.19392617046833038 (0.1894315409341029) | > loss_disc_real_2: 0.1837414652109146 (0.18874674729470695) | > loss_disc_real_3: 0.2309713512659073 (0.20504595405821288) | > loss_disc_real_4: 0.22566772997379303 (0.19399804302624288) | > loss_disc_real_5: 0.23444363474845886 (0.2090621501473444) | > loss_0: 2.312934637069702 (2.2008014566132013) | > grad_norm_0: tensor(10.4720, device='cuda:0') (tensor(20.6836, device='cuda:0')) | > loss_gen: 2.7319672107696533 (2.771886033671243) | > loss_kl: 1.7496927976608276 (1.7462106112922942) | > loss_feat: 8.08724594116211 (8.349624680621279) | > loss_mel: 13.033452033996582 (13.042402097157069) | > loss_duration: 1.668276071548462 (1.665934960756983) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.2706356048584 (27.576058523995535) | > grad_norm_1: tensor(269.0017, device='cuda:0') (tensor(334.2365, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8443 (0.8649794523205075) | > loader_time: 0.0105 (0.010250798293522425)  --> TIME: 2025-05-12 02:37:45 -- STEP: 162/725 -- GLOBAL_STEP: 394750 | > loss_disc: 2.2546823024749756 (2.2023242564848924) | > loss_disc_real_0: 0.15564003586769104 (0.1358690842250247) | > loss_disc_real_1: 0.19359561800956726 (0.18912006988201613) | > loss_disc_real_2: 0.19183628261089325 (0.18933856294110962) | > loss_disc_real_3: 0.176443949341774 (0.20489934114394373) | > loss_disc_real_4: 0.1867767870426178 (0.19445610828237764) | > loss_disc_real_5: 0.192024365067482 (0.20927897987910263) | > loss_0: 2.2546823024749756 (2.2023242564848924) | > grad_norm_0: tensor(12.3655, device='cuda:0') (tensor(19.6375, device='cuda:0')) | > loss_gen: 2.6789321899414062 (2.765486122649393) | > loss_kl: 1.9500975608825684 (1.742268552750717) | > loss_feat: 8.628628730773926 (8.340833731639528) | > loss_mel: 12.906211853027344 (12.959367216369246) | > loss_duration: 1.6112489700317383 (1.6649627957815005) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.77511978149414 (27.472918533984526) | > grad_norm_1: tensor(264.1943, device='cuda:0') (tensor(316.3036, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8435 (0.8637445443942223) | > loader_time: 0.0095 (0.010282916787229939)  --> TIME: 2025-05-12 02:38:29 -- STEP: 212/725 -- GLOBAL_STEP: 394800 | > loss_disc: 2.231577157974243 (2.200244232168739) | > loss_disc_real_0: 0.15285992622375488 (0.13521791534182037) | > loss_disc_real_1: 0.20977522432804108 (0.18974794103008397) | > loss_disc_real_2: 0.1824619024991989 (0.18897485479993634) | > loss_disc_real_3: 0.1833057552576065 (0.2049505033723589) | > loss_disc_real_4: 0.19611039757728577 (0.19425785520447872) | > loss_disc_real_5: 0.21328948438167572 (0.20881781790335227) | > loss_0: 2.231577157974243 (2.200244232168739) | > grad_norm_0: tensor(12.2022, device='cuda:0') (tensor(19.0094, device='cuda:0')) | > loss_gen: 2.7432045936584473 (2.7706459142127127) | > loss_kl: 1.6782786846160889 (1.7359010565955684) | > loss_feat: 8.261550903320312 (8.357816210332901) | > loss_mel: 12.781549453735352 (13.003328746219847) | > loss_duration: 1.6587364673614502 (1.6642549066048749) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.123319625854492 (27.531946955986744) | > grad_norm_1: tensor(298.9724, device='cuda:0') (tensor(314.5044, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8603 (0.8652331997763436) | > loader_time: 0.011 (0.010396194907854183)  --> TIME: 2025-05-12 02:39:13 -- STEP: 262/725 -- GLOBAL_STEP: 394850 | > loss_disc: 2.2256407737731934 (2.2012752658538255) | > loss_disc_real_0: 0.13458724319934845 (0.13529865833297944) | > loss_disc_real_1: 0.20166920125484467 (0.18993732947429628) | > loss_disc_real_2: 0.20053982734680176 (0.18946908090178288) | > loss_disc_real_3: 0.20516271889209747 (0.2051144415754399) | > loss_disc_real_4: 0.19823910295963287 (0.1946499936339509) | > loss_disc_real_5: 0.1826843023300171 (0.20836754564110563) | > loss_0: 2.2256407737731934 (2.2012752658538255) | > grad_norm_0: tensor(21.0555, device='cuda:0') (tensor(19.2767, device='cuda:0')) | > loss_gen: 2.586472988128662 (2.77109933081474) | > loss_kl: 1.7205151319503784 (1.7330676303565047) | > loss_feat: 7.553869724273682 (8.349277762056303) | > loss_mel: 12.648056030273438 (13.005474137895886) | > loss_duration: 1.668200135231018 (1.6647148318873106) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.177112579345703 (27.52363381131005) | > grad_norm_1: tensor(490.5233, device='cuda:0') (tensor(316.4364, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8982 (0.8642444646995486) | > loader_time: 0.0124 (0.010396132942374422)  --> TIME: 2025-05-12 02:39:57 -- STEP: 312/725 -- GLOBAL_STEP: 394900 | > loss_disc: 2.2754600048065186 (2.203890296893243) | > loss_disc_real_0: 0.12187295407056808 (0.1364067698804996) | > loss_disc_real_1: 0.1551503688097 (0.1901838236894363) | > loss_disc_real_2: 0.1971280574798584 (0.18946796254469783) | > loss_disc_real_3: 0.20388038456439972 (0.20502901378159352) | > loss_disc_real_4: 0.16864778101444244 (0.19487868722241658) | > loss_disc_real_5: 0.22469715774059296 (0.20759299602837133) | > loss_0: 2.2754600048065186 (2.203890296893243) | > grad_norm_0: tensor(23.7043, device='cuda:0') (tensor(20.3729, device='cuda:0')) | > loss_gen: 2.578808307647705 (2.7728817814435716) | > loss_kl: 1.6422150135040283 (1.729870156982006) | > loss_feat: 8.570992469787598 (8.334502379099531) | > loss_mel: 13.1405668258667 (12.981605034608098) | > loss_duration: 1.6687697172164917 (1.6639291812212043) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.60135269165039 (27.482788623907627) | > grad_norm_1: tensor(466.2667, device='cuda:0') (tensor(329.6432, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8422 (0.8641717938276435) | > loader_time: 0.0102 (0.010383357604344681)  --> TIME: 2025-05-12 02:40:41 -- STEP: 362/725 -- GLOBAL_STEP: 394950 | > loss_disc: 2.1943516731262207 (2.2026990948461047) | > loss_disc_real_0: 0.13393732905387878 (0.13602935028833588) | > loss_disc_real_1: 0.16237859427928925 (0.1903972301364603) | > loss_disc_real_2: 0.22844408452510834 (0.189480735410972) | > loss_disc_real_3: 0.20210357010364532 (0.20530976490915162) | > loss_disc_real_4: 0.22607284784317017 (0.19512785016173154) | > loss_disc_real_5: 0.213216170668602 (0.20701310400804762) | > loss_0: 2.1943516731262207 (2.2026990948461047) | > grad_norm_0: tensor(17.8999, device='cuda:0') (tensor(21.1331, device='cuda:0')) | > loss_gen: 2.753699779510498 (2.776758230193543) | > loss_kl: 1.7894870042800903 (1.7260596264791752) | > loss_feat: 8.703564643859863 (8.342617573659068) | > loss_mel: 13.327478408813477 (12.976332680296496) | > loss_duration: 1.622283697128296 (1.66279617462369) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.196514129638672 (27.484564364944372) | > grad_norm_1: tensor(439.2438, device='cuda:0') (tensor(344.2572, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8637 (0.8645164663620415) | > loader_time: 0.01 (0.010369528723026504)  --> TIME: 2025-05-12 02:41:25 -- STEP: 412/725 -- GLOBAL_STEP: 395000 | > loss_disc: 2.128636360168457 (2.201577662842945) | > loss_disc_real_0: 0.08327020704746246 (0.13559552887906728) | > loss_disc_real_1: 0.16942483186721802 (0.19047420634662057) | > loss_disc_real_2: 0.22277134656906128 (0.18912745151415594) | > loss_disc_real_3: 0.17471390962600708 (0.20513916735365564) | > loss_disc_real_4: 0.18818879127502441 (0.19481366185598) | > loss_disc_real_5: 0.16070964932441711 (0.20733737732166224) | > loss_0: 2.128636360168457 (2.201577662842945) | > grad_norm_0: tensor(23.2460, device='cuda:0') (tensor(20.7106, device='cuda:0')) | > loss_gen: 2.7621569633483887 (2.7722931139677467) | > loss_kl: 1.6746678352355957 (1.7248547948101192) | > loss_feat: 9.23509407043457 (8.326663557765562) | > loss_mel: 14.187620162963867 (12.954311521307929) | > loss_duration: 1.6777623891830444 (1.6634293051020617) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.537302017211914 (27.4415523797563) | > grad_norm_1: tensor(594.2303, device='cuda:0') (tensor(339.6389, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8862 (0.8643504751538766) | > loader_time: 0.013 (0.010358485782030715) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_395000.pth  --> TIME: 2025-05-12 02:42:12 -- STEP: 462/725 -- GLOBAL_STEP: 395050 | > loss_disc: 2.2614686489105225 (2.199536203822016) | > loss_disc_real_0: 0.14382413029670715 (0.13511302106050194) | > loss_disc_real_1: 0.1970805674791336 (0.19012637746024436) | > loss_disc_real_2: 0.20347176492214203 (0.18887683400860064) | > loss_disc_real_3: 0.21758703887462616 (0.20523142124409294) | > loss_disc_real_4: 0.19507445394992828 (0.19449925987106378) | > loss_disc_real_5: 0.19080837070941925 (0.20751174371608924) | > loss_0: 2.2614686489105225 (2.199536203822016) | > grad_norm_0: tensor(14.5690, device='cuda:0') (tensor(20.6836, device='cuda:0')) | > loss_gen: 2.6313607692718506 (2.7730552788936724) | > loss_kl: 1.7375707626342773 (1.7294648924431244) | > loss_feat: 7.314311504364014 (8.33281465835902) | > loss_mel: 11.673697471618652 (12.958004268216875) | > loss_duration: 1.6824949979782104 (1.6630676595163554) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.0394344329834 (27.45640683690191) | > grad_norm_1: tensor(147.7024, device='cuda:0') (tensor(340.8624, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8222 (0.8638774677788539) | > loader_time: 0.0104 (0.010309845854193615)  --> TIME: 2025-05-12 02:42:55 -- STEP: 512/725 -- GLOBAL_STEP: 395100 | > loss_disc: 2.2581167221069336 (2.2019326211884613) | > loss_disc_real_0: 0.1262197196483612 (0.13552766430075291) | > loss_disc_real_1: 0.18839287757873535 (0.19007344936835574) | > loss_disc_real_2: 0.19481492042541504 (0.1887088569346814) | > loss_disc_real_3: 0.17863209545612335 (0.2054050168080722) | > loss_disc_real_4: 0.18255715072155 (0.19477476683096026) | > loss_disc_real_5: 0.21151116490364075 (0.20805925867171027) | > loss_0: 2.2581167221069336 (2.2019326211884613) | > grad_norm_0: tensor(37.7720, device='cuda:0') (tensor(20.7576, device='cuda:0')) | > loss_gen: 2.5273308753967285 (2.7674395521171387) | > loss_kl: 1.719740390777588 (1.724526908248663) | > loss_feat: 7.247934818267822 (8.297250451520089) | > loss_mel: 11.229398727416992 (12.911234753206367) | > loss_duration: 1.6252787113189697 (1.6635943902656438) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.34968376159668 (27.36404614523053) | > grad_norm_1: tensor(230.2758, device='cuda:0') (tensor(343.9904, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.864 (0.8636917741969227) | > loader_time: 0.0108 (0.010297046974301336)  --> TIME: 2025-05-12 02:43:39 -- STEP: 562/725 -- GLOBAL_STEP: 395150 | > loss_disc: 2.241176128387451 (2.20289227164937) | > loss_disc_real_0: 0.14704783260822296 (0.13533167106188917) | > loss_disc_real_1: 0.17540955543518066 (0.19026605434901347) | > loss_disc_real_2: 0.18019336462020874 (0.18877005277473294) | > loss_disc_real_3: 0.21006426215171814 (0.2056538878386557) | > loss_disc_real_4: 0.1960773468017578 (0.19483451314562159) | > loss_disc_real_5: 0.21647843718528748 (0.20833033193366804) | > loss_0: 2.241176128387451 (2.20289227164937) | > grad_norm_0: tensor(28.1497, device='cuda:0') (tensor(20.6678, device='cuda:0')) | > loss_gen: 2.6922800540924072 (2.7666560653265684) | > loss_kl: 1.744325041770935 (1.7292872194293554) | > loss_feat: 7.675971508026123 (8.293794111849154) | > loss_mel: 11.788022994995117 (12.920544403727785) | > loss_duration: 1.6300945281982422 (1.6633935413750895) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.53069496154785 (27.37367542443327) | > grad_norm_1: tensor(295.5527, device='cuda:0') (tensor(343.1442, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.9117 (0.8633340164435716) | > loader_time: 0.0106 (0.010295674045739223)  --> TIME: 2025-05-12 02:44:23 -- STEP: 612/725 -- GLOBAL_STEP: 395200 | > loss_disc: 2.234037160873413 (2.20413134222716) | > loss_disc_real_0: 0.13413529098033905 (0.13541790043168214) | > loss_disc_real_1: 0.1807040125131607 (0.19052663888611818) | > loss_disc_real_2: 0.19218724966049194 (0.1887710531260452) | > loss_disc_real_3: 0.17704875767230988 (0.205730856317126) | > loss_disc_real_4: 0.1876344084739685 (0.19485844674161062) | > loss_disc_real_5: 0.2003335803747177 (0.2086325807411686) | > loss_0: 2.234037160873413 (2.20413134222716) | > grad_norm_0: tensor(22.4008, device='cuda:0') (tensor(21.0933, device='cuda:0')) | > loss_gen: 2.712961435317993 (2.767561200397467) | > loss_kl: 1.7362744808197021 (1.7301430879465107) | > loss_feat: 7.858180999755859 (8.296526883162707) | > loss_mel: 12.728139877319336 (12.920663302240804) | > loss_duration: 1.5979241132736206 (1.6627711686823108) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.633480072021484 (27.37766571917565) | > grad_norm_1: tensor(300.0399, device='cuda:0') (tensor(346.9887, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8273 (0.8637970779456344) | > loader_time: 0.0089 (0.010286451165193049)  --> TIME: 2025-05-12 02:45:07 -- STEP: 662/725 -- GLOBAL_STEP: 395250 | > loss_disc: 2.1097381114959717 (2.2033463968611167) | > loss_disc_real_0: 0.09984612464904785 (0.1356541877359243) | > loss_disc_real_1: 0.16570112109184265 (0.19052395109773756) | > loss_disc_real_2: 0.18265193700790405 (0.1887320431112521) | > loss_disc_real_3: 0.22996628284454346 (0.20569758468344146) | > loss_disc_real_4: 0.19991439580917358 (0.1947512351359126) | > loss_disc_real_5: 0.2169085443019867 (0.20837890370284684) | > loss_0: 2.1097381114959717 (2.2033463968611167) | > grad_norm_0: tensor(27.9982, device='cuda:0') (tensor(21.4065, device='cuda:0')) | > loss_gen: 2.8605337142944336 (2.769903988996661) | > loss_kl: 1.7756000757217407 (1.7291013958590982) | > loss_feat: 8.736733436584473 (8.307139243964343) | > loss_mel: 13.85363483428955 (12.933792050871599) | > loss_duration: 1.6805235147476196 (1.6631485250781313) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.907024383544922 (27.403085287964235) | > grad_norm_1: tensor(531.5419, device='cuda:0') (tensor(351.2996, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8832 (0.8631950879745253) | > loader_time: 0.01 (0.010283187436913423)  --> TIME: 2025-05-12 02:45:51 -- STEP: 712/725 -- GLOBAL_STEP: 395300 | > loss_disc: 2.286567449569702 (2.2021773281726906) | > loss_disc_real_0: 0.1441439837217331 (0.13556199263404595) | > loss_disc_real_1: 0.2200631946325302 (0.19043337578853856) | > loss_disc_real_2: 0.2004350870847702 (0.188854510697086) | > loss_disc_real_3: 0.19054754078388214 (0.20543835739071462) | > loss_disc_real_4: 0.18452686071395874 (0.19453293290198526) | > loss_disc_real_5: 0.2070065289735794 (0.20831304125152947) | > loss_0: 2.286567449569702 (2.2021773281726906) | > grad_norm_0: tensor(19.9460, device='cuda:0') (tensor(21.2397, device='cuda:0')) | > loss_gen: 2.6715993881225586 (2.770006364985798) | > loss_kl: 1.655097246170044 (1.7292447649361036) | > loss_feat: 7.39837121963501 (8.306984322794358) | > loss_mel: 12.701567649841309 (12.940636269162205) | > loss_duration: 1.655916452407837 (1.662804974096545) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.082551956176758 (27.409676771485405) | > grad_norm_1: tensor(389.7454, device='cuda:0') (tensor(350.4422, device='cuda:0')) | > current_lr_0: 0.00018832865631086286 | > current_lr_1: 0.00018832865631086286 | > step_time: 0.8415 (0.8638171456503064) | > loader_time: 0.0096 (0.010292633530798902)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.378500461578369 (2.378500461578369) | > loss_disc_real_0: 0.22008919715881348 (0.22008919715881348) | > loss_disc_real_1: 0.22003881633281708 (0.22003881633281708) | > loss_disc_real_2: 0.2251797914505005 (0.2251797914505005) | > loss_disc_real_3: 0.22822146117687225 (0.22822146117687225) | > loss_disc_real_4: 0.2518852949142456 (0.2518852949142456) | > loss_disc_real_5: 0.1930548995733261 (0.1930548995733261) | > loss_0: 2.378500461578369 (2.378500461578369) | > loss_gen: 2.6668026447296143 (2.6668026447296143) | > loss_kl: 2.024247646331787 (2.024247646331787) | > loss_feat: 7.151156425476074 (7.151156425476074) | > loss_mel: 11.831400871276855 (11.831400871276855) | > loss_duration: 1.7582314014434814 (1.7582314014434814) | > loss_1: 25.431840896606445 (25.431840896606445)  --> STEP: 1 | > loss_disc: 2.323216199874878 (2.323216199874878) | > loss_disc_real_0: 0.2287411242723465 (0.2287411242723465) | > loss_disc_real_1: 0.205112487077713 (0.205112487077713) | > loss_disc_real_2: 0.22172895073890686 (0.22172895073890686) | > loss_disc_real_3: 0.22329741716384888 (0.22329741716384888) | > loss_disc_real_4: 0.2913174033164978 (0.2913174033164978) | > loss_disc_real_5: 0.23201951384544373 (0.23201951384544373) | > loss_0: 2.323216199874878 (2.323216199874878) | > loss_gen: 3.02565860748291 (3.02565860748291) | > loss_kl: 2.373223304748535 (2.373223304748535) | > loss_feat: 8.354231834411621 (8.354231834411621) | > loss_mel: 14.443153381347656 (14.443153381347656) | > loss_duration: 1.8795251846313477 (1.8795251846313477) | > loss_1: 30.075790405273438 (30.075790405273438)  --> STEP: 2 | > loss_disc: 2.3214659690856934 (2.3223410844802856) | > loss_disc_real_0: 0.20198200643062592 (0.2153615653514862) | > loss_disc_real_1: 0.20635922253131866 (0.20573585480451584) | > loss_disc_real_2: 0.21245189011096954 (0.2170904204249382) | > loss_disc_real_3: 0.23074136674404144 (0.22701939195394516) | > loss_disc_real_4: 0.25730499625205994 (0.27431119978427887) | > loss_disc_real_5: 0.18741090595722198 (0.20971520990133286) | > loss_0: 2.3214659690856934 (2.3223410844802856) | > loss_gen: 2.738210916519165 (2.8819347620010376) | > loss_kl: 2.113377332687378 (2.2433003187179565) | > loss_feat: 7.916902542114258 (8.13556718826294) | > loss_mel: 13.055212020874023 (13.74918270111084) | > loss_duration: 1.900998830795288 (1.8902620077133179) | > loss_1: 27.724700927734375 (28.900245666503906)  --> STEP: 3 | > loss_disc: 2.341231346130371 (2.3286378383636475) | > loss_disc_real_0: 0.21735690534114838 (0.2160266786813736) | > loss_disc_real_1: 0.20781347155570984 (0.2064283937215805) | > loss_disc_real_2: 0.2183697372674942 (0.21751685937245688) | > loss_disc_real_3: 0.2342367023229599 (0.22942516207695007) | > loss_disc_real_4: 0.2554599940776825 (0.26802746454874676) | > loss_disc_real_5: 0.21746641397476196 (0.2122989445924759) | > loss_0: 2.341231346130371 (2.3286378383636475) | > loss_gen: 2.8313581943511963 (2.8650759061177573) | > loss_kl: 1.9430996179580688 (2.1432334184646606) | > loss_feat: 7.882362365722656 (8.051165580749512) | > loss_mel: 13.32514762878418 (13.607837677001953) | > loss_duration: 1.862697958946228 (1.8810739914576213) | > loss_1: 27.84466552734375 (28.548385620117188)  --> STEP: 4 | > loss_disc: 2.2479026317596436 (2.3084540367126465) | > loss_disc_real_0: 0.248768612742424 (0.2242121621966362) | > loss_disc_real_1: 0.21896407008171082 (0.20956231281161308) | > loss_disc_real_2: 0.18137261271476746 (0.20848079770803452) | > loss_disc_real_3: 0.20651380717754364 (0.22369732335209846) | > loss_disc_real_4: 0.23053154349327087 (0.2586534842848778) | > loss_disc_real_5: 0.23812317848205566 (0.21875500306487083) | > loss_0: 2.2479026317596436 (2.3084540367126465) | > loss_gen: 2.9064149856567383 (2.8754106760025024) | > loss_kl: 1.9651094675064087 (2.0987024307250977) | > loss_feat: 9.301069259643555 (8.363641500473022) | > loss_mel: 15.054945945739746 (13.969614744186401) | > loss_duration: 1.7827479839324951 (1.8564924895763397) | > loss_1: 31.010286331176758 (29.16386079788208) --> EVAL PERFORMANCE | > avg_loader_time: 0.32760417461395264 (+0.002767205238342285) | > avg_loss_disc: 2.3084540367126465 (+0.06593406200408936) | > avg_loss_disc_real_0: 0.2242121621966362 (+0.08839033357799053) | > avg_loss_disc_real_1: 0.20956231281161308 (+0.05402756482362747) | > avg_loss_disc_real_2: 0.20848079770803452 (+0.00698162242770195) | > avg_loss_disc_real_3: 0.22369732335209846 (-0.0015323944389820099) | > avg_loss_disc_real_4: 0.2586534842848778 (+0.029151834547519684) | > avg_loss_disc_real_5: 0.21875500306487083 (-0.04096395894885063) | > avg_loss_0: 2.3084540367126465 (+0.06593406200408936) | > avg_loss_gen: 2.8754106760025024 (+0.21990585327148438) | > avg_loss_kl: 2.0987024307250977 (+0.045422881841659546) | > avg_loss_feat: 8.363641500473022 (+0.10043954849243164) | > avg_loss_mel: 13.969614744186401 (+0.4266824722290039) | > avg_loss_duration: 1.8564924895763397 (+0.004357397556304932) | > avg_loss_1: 29.16386079788208 (+0.796806812286377)  > EPOCH: 482/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 02:46:09)   --> TIME: 2025-05-12 02:46:43 -- STEP: 37/725 -- GLOBAL_STEP: 395350 | > loss_disc: 2.0627236366271973 (2.2039840801342114) | > loss_disc_real_0: 0.1194465383887291 (0.13396961664831317) | > loss_disc_real_1: 0.17342588305473328 (0.19174644270458738) | > loss_disc_real_2: 0.16511304676532745 (0.18952932591373856) | > loss_disc_real_3: 0.1772669553756714 (0.20408384421387235) | > loss_disc_real_4: 0.18017669022083282 (0.20024165229217425) | > loss_disc_real_5: 0.16626934707164764 (0.2054845602125735) | > loss_0: 2.0627236366271973 (2.2039840801342114) | > grad_norm_0: tensor(20.9355, device='cuda:0') (tensor(20.5303, device='cuda:0')) | > loss_gen: 2.857489824295044 (2.7511359549857475) | > loss_kl: 1.7558199167251587 (1.708571111833727) | > loss_feat: 9.436896324157715 (8.254387584892477) | > loss_mel: 12.855981826782227 (12.949031391659299) | > loss_duration: 1.6611565351486206 (1.6638679117769808) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.567344665527344 (27.326993942260742) | > grad_norm_1: tensor(540.5005, device='cuda:0') (tensor(374.2531, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8611 (0.8563966428911364) | > loader_time: 0.0102 (0.011055012007017393)  --> TIME: 2025-05-12 02:47:27 -- STEP: 87/725 -- GLOBAL_STEP: 395400 | > loss_disc: 2.0951902866363525 (2.1951056239248694) | > loss_disc_real_0: 0.0971883162856102 (0.1336212452800795) | > loss_disc_real_1: 0.195747509598732 (0.18952032512631906) | > loss_disc_real_2: 0.16354496777057648 (0.1894657894455153) | > loss_disc_real_3: 0.2009565532207489 (0.2043192838800365) | > loss_disc_real_4: 0.19658520817756653 (0.19720039336845793) | > loss_disc_real_5: 0.20181220769882202 (0.20642366268854032) | > loss_0: 2.0951902866363525 (2.1951056239248694) | > grad_norm_0: tensor(15.4269, device='cuda:0') (tensor(21.8497, device='cuda:0')) | > loss_gen: 3.0562801361083984 (2.7714488807765916) | > loss_kl: 1.6756137609481812 (1.7101827846176323) | > loss_feat: 8.805984497070312 (8.331334525141225) | > loss_mel: 13.054160118103027 (12.951578480073776) | > loss_duration: 1.6192301511764526 (1.6626109008131356) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.21126937866211 (27.427155659116547) | > grad_norm_1: tensor(558.0162, device='cuda:0') (tensor(388.6952, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8452 (0.8587732863152164) | > loader_time: 0.01 (0.010807980066058279)  --> TIME: 2025-05-12 02:48:11 -- STEP: 137/725 -- GLOBAL_STEP: 395450 | > loss_disc: 2.212946653366089 (2.1939457654953003) | > loss_disc_real_0: 0.19789056479930878 (0.13390116350059095) | > loss_disc_real_1: 0.2056417614221573 (0.18952104025078514) | > loss_disc_real_2: 0.1713598221540451 (0.18901581181226854) | > loss_disc_real_3: 0.21604080498218536 (0.20445677996986975) | > loss_disc_real_4: 0.1930518001317978 (0.1953909549399884) | > loss_disc_real_5: 0.25006383657455444 (0.2079058653899353) | > loss_0: 2.212946653366089 (2.1939457654953003) | > grad_norm_0: tensor(30.6387, device='cuda:0') (tensor(22.8240, device='cuda:0')) | > loss_gen: 2.7500922679901123 (2.7768732579085076) | > loss_kl: 1.713848352432251 (1.7235396465245825) | > loss_feat: 8.111763000488281 (8.357205248227084) | > loss_mel: 12.008508682250977 (12.91274907467139) | > loss_duration: 1.6440997123718262 (1.6624756607696087) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.22831153869629 (27.432843006440322) | > grad_norm_1: tensor(201.0322, device='cuda:0') (tensor(381.7654, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8145 (0.8589330067599776) | > loader_time: 0.0095 (0.010589133213906393)  --> TIME: 2025-05-12 02:48:54 -- STEP: 187/725 -- GLOBAL_STEP: 395500 | > loss_disc: 2.1726887226104736 (2.192954377694564) | > loss_disc_real_0: 0.13417832553386688 (0.13348767619560117) | > loss_disc_real_1: 0.18864446878433228 (0.18947595453517316) | > loss_disc_real_2: 0.17626695334911346 (0.18870287512075454) | > loss_disc_real_3: 0.18945395946502686 (0.2045040042961345) | > loss_disc_real_4: 0.1764661818742752 (0.19497183188397615) | > loss_disc_real_5: 0.21847285330295563 (0.20770570476424885) | > loss_0: 2.1726887226104736 (2.192954377694564) | > grad_norm_0: tensor(23.0918, device='cuda:0') (tensor(21.9275, device='cuda:0')) | > loss_gen: 2.758957862854004 (2.7735837678858295) | > loss_kl: 1.7538326978683472 (1.7181900159560417) | > loss_feat: 8.309612274169922 (8.336145508098095) | > loss_mel: 12.217535972595215 (12.912911440599414) | > loss_duration: 1.6730955839157104 (1.663810933974975) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.713035583496094 (27.40464174811215) | > grad_norm_1: tensor(473.9814, device='cuda:0') (tensor(375.2525, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8598 (0.8580113783239681) | > loader_time: 0.0104 (0.010577936223483977)  --> TIME: 2025-05-12 02:49:39 -- STEP: 237/725 -- GLOBAL_STEP: 395550 | > loss_disc: 2.285766124725342 (2.191020566702896) | > loss_disc_real_0: 0.1444127857685089 (0.13430615209577465) | > loss_disc_real_1: 0.17966845631599426 (0.1900572092724248) | > loss_disc_real_2: 0.17032034695148468 (0.18821303357806388) | > loss_disc_real_3: 0.22556154429912567 (0.20414607025651488) | > loss_disc_real_4: 0.1883823573589325 (0.19483654685161284) | > loss_disc_real_5: 0.19940762221813202 (0.20667166008224971) | > loss_0: 2.285766124725342 (2.191020566702896) | > grad_norm_0: tensor(17.4978, device='cuda:0') (tensor(22.5179, device='cuda:0')) | > loss_gen: 2.7426178455352783 (2.78733571974034) | > loss_kl: 1.7486944198608398 (1.7225975079878468) | > loss_feat: 8.678808212280273 (8.38363876825647) | > loss_mel: 13.371833801269531 (12.975202359227694) | > loss_duration: 1.6384358406066895 (1.6640287647770426) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.180389404296875 (27.532803201474216) | > grad_norm_1: tensor(109.2786, device='cuda:0') (tensor(380.0234, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8254 (0.8615250084470596) | > loader_time: 0.0099 (0.010491762483170264)  --> TIME: 2025-05-12 02:50:22 -- STEP: 287/725 -- GLOBAL_STEP: 395600 | > loss_disc: 2.1932618618011475 (2.1933041437162357) | > loss_disc_real_0: 0.09837927669286728 (0.13529063958531892) | > loss_disc_real_1: 0.19265110790729523 (0.1902573372948044) | > loss_disc_real_2: 0.1870400756597519 (0.18857395757989184) | > loss_disc_real_3: 0.2039729207754135 (0.20424410695605993) | > loss_disc_real_4: 0.20928674936294556 (0.19463981013057127) | > loss_disc_real_5: 0.19025813043117523 (0.20624157853865877) | > loss_0: 2.1932618618011475 (2.1933041437162357) | > grad_norm_0: tensor(15.5552, device='cuda:0') (tensor(23.4431, device='cuda:0')) | > loss_gen: 2.793052911758423 (2.7852121354810855) | > loss_kl: 1.6576145887374878 (1.7238166656228304) | > loss_feat: 8.009132385253906 (8.356945692454486) | > loss_mel: 13.18733024597168 (12.96042556629779) | > loss_duration: 1.6848077774047852 (1.6640146825371718) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.33193588256836 (27.49041480220569) | > grad_norm_1: tensor(406.7193, device='cuda:0') (tensor(387.4753, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8243 (0.8610844254909078) | > loader_time: 0.0097 (0.01050102253824161)  --> TIME: 2025-05-12 02:51:06 -- STEP: 337/725 -- GLOBAL_STEP: 395650 | > loss_disc: 2.0663394927978516 (2.192286202391108) | > loss_disc_real_0: 0.12039253860712051 (0.13542543700965307) | > loss_disc_real_1: 0.17206476628780365 (0.18992992541379658) | > loss_disc_real_2: 0.16458728909492493 (0.18857997624916556) | > loss_disc_real_3: 0.21741674840450287 (0.2042415301683041) | > loss_disc_real_4: 0.18999001383781433 (0.1943095819444261) | > loss_disc_real_5: 0.1849389225244522 (0.2063961410204098) | > loss_0: 2.0663394927978516 (2.192286202391108) | > grad_norm_0: tensor(18.5151, device='cuda:0') (tensor(22.9169, device='cuda:0')) | > loss_gen: 2.8295373916625977 (2.7808321081212415) | > loss_kl: 1.8401532173156738 (1.7177586845545096) | > loss_feat: 8.8756742477417 (8.357854200753689) | > loss_mel: 13.292295455932617 (12.94306149751567) | > loss_duration: 1.661148190498352 (1.6631980840813159) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.498809814453125 (27.462704604740313) | > grad_norm_1: tensor(476.8885, device='cuda:0') (tensor(375.6780, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8917 (0.8606915905496844) | > loader_time: 0.0101 (0.010486674238029502)  --> TIME: 2025-05-12 02:51:50 -- STEP: 387/725 -- GLOBAL_STEP: 395700 | > loss_disc: 2.2410998344421387 (2.1919617997891536) | > loss_disc_real_0: 0.16684959828853607 (0.13497585129445233) | > loss_disc_real_1: 0.196677103638649 (0.1897621840161561) | > loss_disc_real_2: 0.20006783306598663 (0.18869895482248106) | > loss_disc_real_3: 0.24228538572788239 (0.20409358918512824) | > loss_disc_real_4: 0.186182901263237 (0.19416674640443599) | > loss_disc_real_5: 0.21910125017166138 (0.20686315843301226) | > loss_0: 2.2410998344421387 (2.1919617997891536) | > grad_norm_0: tensor(22.8401, device='cuda:0') (tensor(22.2585, device='cuda:0')) | > loss_gen: 2.7462785243988037 (2.778776632722956) | > loss_kl: 1.6207058429718018 (1.7228278479218786) | > loss_feat: 8.150162696838379 (8.361539395896656) | > loss_mel: 13.073383331298828 (12.964291947140557) | > loss_duration: 1.7300500869750977 (1.6629856131797613) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.320579528808594 (27.49042143809395) | > grad_norm_1: tensor(479.2533, device='cuda:0') (tensor(365.3224, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8617 (0.8612194393956387) | > loader_time: 0.0098 (0.010471531279019302)  --> TIME: 2025-05-12 02:52:34 -- STEP: 437/725 -- GLOBAL_STEP: 395750 | > loss_disc: 2.155066967010498 (2.1924363017355004) | > loss_disc_real_0: 0.11396785825490952 (0.1350858906620701) | > loss_disc_real_1: 0.19069324433803558 (0.1898370318336398) | > loss_disc_real_2: 0.17149530351161957 (0.18859761909025477) | > loss_disc_real_3: 0.20806793868541718 (0.20400779607366915) | > loss_disc_real_4: 0.19003774225711823 (0.19396599881709037) | > loss_disc_real_5: 0.2066386640071869 (0.20696119132112856) | > loss_0: 2.155066967010498 (2.1924363017355004) | > grad_norm_0: tensor(16.9346, device='cuda:0') (tensor(22.1064, device='cuda:0')) | > loss_gen: 2.759920597076416 (2.7781431031172534) | > loss_kl: 1.8010255098342896 (1.7187318690035922) | > loss_feat: 8.498520851135254 (8.360567907992428) | > loss_mel: 13.331685066223145 (12.946272500865247) | > loss_duration: 1.6427664756774902 (1.6626850964002806) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.033918380737305 (27.46640050002039) | > grad_norm_1: tensor(375.9120, device='cuda:0') (tensor(363.8974, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.9052 (0.8610796126402763) | > loader_time: 0.0102 (0.010449003027560239)  --> TIME: 2025-05-12 02:53:17 -- STEP: 487/725 -- GLOBAL_STEP: 395800 | > loss_disc: 2.1165518760681152 (2.194706324189595) | > loss_disc_real_0: 0.1373673975467682 (0.13541717463205488) | > loss_disc_real_1: 0.18065984547138214 (0.18989721876884622) | > loss_disc_real_2: 0.17935161292552948 (0.1884837006151798) | > loss_disc_real_3: 0.19169282913208008 (0.2040910955204856) | > loss_disc_real_4: 0.18703122437000275 (0.194141538358567) | > loss_disc_real_5: 0.17473697662353516 (0.20723763934395886) | > loss_0: 2.1165518760681152 (2.194706324189595) | > grad_norm_0: tensor(15.2971, device='cuda:0') (tensor(21.8340, device='cuda:0')) | > loss_gen: 2.886537551879883 (2.772569015040778) | > loss_kl: 1.7188857793807983 (1.7187700756276654) | > loss_feat: 8.718792915344238 (8.33097841999124) | > loss_mel: 13.11989974975586 (12.92269290595084) | > loss_duration: 1.638761043548584 (1.662983528887222) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.08287811279297 (27.40799399029303) | > grad_norm_1: tensor(127.7809, device='cuda:0') (tensor(358.1247, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8398 (0.8606159329659153) | > loader_time: 0.0125 (0.010455627950554757)  --> TIME: 2025-05-12 02:54:01 -- STEP: 537/725 -- GLOBAL_STEP: 395850 | > loss_disc: 2.306264877319336 (2.1949445288940517) | > loss_disc_real_0: 0.18872088193893433 (0.1354531379662857) | > loss_disc_real_1: 0.21035049855709076 (0.1898857993065089) | > loss_disc_real_2: 0.201273575425148 (0.1884001847529988) | > loss_disc_real_3: 0.20786793529987335 (0.20414580257689266) | > loss_disc_real_4: 0.2013494372367859 (0.19411714399993088) | > loss_disc_real_5: 0.2150961309671402 (0.20746282797507953) | > loss_0: 2.306264877319336 (2.1949445288940517) | > grad_norm_0: tensor(22.1982, device='cuda:0') (tensor(21.3970, device='cuda:0')) | > loss_gen: 2.6158876419067383 (2.771260590526643) | > loss_kl: 1.6595454216003418 (1.7206880258226303) | > loss_feat: 6.847911834716797 (8.326284420112877) | > loss_mel: 10.88489818572998 (12.914104534483045) | > loss_duration: 1.6779115200042725 (1.663523567455441) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.686155319213867 (27.395861158601843) | > grad_norm_1: tensor(405.3153, device='cuda:0') (tensor(352.0867, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8553 (0.8600699999256953) | > loader_time: 0.01 (0.010468549124577415)  --> TIME: 2025-05-12 02:54:45 -- STEP: 587/725 -- GLOBAL_STEP: 395900 | > loss_disc: 2.111557960510254 (2.194595272536984) | > loss_disc_real_0: 0.10139626264572144 (0.13487424941343187) | > loss_disc_real_1: 0.2125265896320343 (0.1898440692503976) | > loss_disc_real_2: 0.17867030203342438 (0.1884217401379418) | > loss_disc_real_3: 0.18531209230422974 (0.2042123375292328) | > loss_disc_real_4: 0.1713290810585022 (0.1942157833448261) | > loss_disc_real_5: 0.17856980860233307 (0.20785121150073652) | > loss_0: 2.111557960510254 (2.194595272536984) | > grad_norm_0: tensor(20.1394, device='cuda:0') (tensor(21.3461, device='cuda:0')) | > loss_gen: 2.968531608581543 (2.7722726067245693) | > loss_kl: 1.6027804613113403 (1.7211601059928254) | > loss_feat: 9.134759902954102 (8.328441612562079) | > loss_mel: 13.661245346069336 (12.91650058219949) | > loss_duration: 1.6499114036560059 (1.662940179875193) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.017229080200195 (27.4013151237059) | > grad_norm_1: tensor(561.1792, device='cuda:0') (tensor(354.7088, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 1.3045 (0.8604298966097468) | > loader_time: 0.0124 (0.010474002340989386)  --> TIME: 2025-05-12 02:55:29 -- STEP: 637/725 -- GLOBAL_STEP: 395950 | > loss_disc: 2.168705940246582 (2.1951055861717133) | > loss_disc_real_0: 0.15356335043907166 (0.13497377630305635) | > loss_disc_real_1: 0.19880366325378418 (0.189935824887906) | > loss_disc_real_2: 0.19224032759666443 (0.18866179691659785) | > loss_disc_real_3: 0.23235711455345154 (0.20429030203463713) | > loss_disc_real_4: 0.1602119654417038 (0.19425655878039322) | > loss_disc_real_5: 0.19123895466327667 (0.20777392640031478) | > loss_0: 2.168705940246582 (2.1951055861717133) | > grad_norm_0: tensor(23.6018, device='cuda:0') (tensor(21.7759, device='cuda:0')) | > loss_gen: 2.61342453956604 (2.773621759384728) | > loss_kl: 1.786496877670288 (1.7199713906837595) | > loss_feat: 7.970269680023193 (8.325187909921254) | > loss_mel: 12.910612106323242 (12.91868133485037) | > loss_duration: 1.6023170948028564 (1.6626335167248538) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.883119583129883 (27.40009596209325) | > grad_norm_1: tensor(275.5028, device='cuda:0') (tensor(357.3066, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8544 (0.8605281704074734) | > loader_time: 0.0101 (0.010529364296929621)  --> TIME: 2025-05-12 02:56:12 -- STEP: 687/725 -- GLOBAL_STEP: 396000 | > loss_disc: 2.1663496494293213 (2.1941297545356706) | > loss_disc_real_0: 0.1300140917301178 (0.13489638837230614) | > loss_disc_real_1: 0.16178803145885468 (0.1897719928878191) | > loss_disc_real_2: 0.16928336024284363 (0.18835149822537026) | > loss_disc_real_3: 0.2146880328655243 (0.20432065303669233) | > loss_disc_real_4: 0.20769546926021576 (0.19423897228213194) | > loss_disc_real_5: 0.20988936722278595 (0.20768943910515456) | > loss_0: 2.1663496494293213 (2.1941297545356706) | > grad_norm_0: tensor(21.8726, device='cuda:0') (tensor(21.7153, device='cuda:0')) | > loss_gen: 2.9028446674346924 (2.7749515908947835) | > loss_kl: 1.7298794984817505 (1.7203380166182871) | > loss_feat: 9.4434232711792 (8.334008882486485) | > loss_mel: 14.055680274963379 (12.932602918477738) | > loss_duration: 1.6622893810272217 (1.6625458288400967) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.794116973876953 (27.424447283127087) | > grad_norm_1: tensor(240.9195, device='cuda:0') (tensor(357.8986, device='cuda:0')) | > current_lr_0: 0.000188305115228824 | > current_lr_1: 0.000188305115228824 | > step_time: 0.8605 (0.8601507127198242) | > loader_time: 0.0104 (0.010562966484169777) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_396000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2759974002838135 (2.2759974002838135) | > loss_disc_real_0: 0.16330917179584503 (0.16330917179584503) | > loss_disc_real_1: 0.16798612475395203 (0.16798612475395203) | > loss_disc_real_2: 0.20278823375701904 (0.20278823375701904) | > loss_disc_real_3: 0.2449565827846527 (0.2449565827846527) | > loss_disc_real_4: 0.2765180170536041 (0.2765180170536041) | > loss_disc_real_5: 0.22887033224105835 (0.22887033224105835) | > loss_0: 2.2759974002838135 (2.2759974002838135) | > loss_gen: 2.754214286804199 (2.754214286804199) | > loss_kl: 2.0896801948547363 (2.0896801948547363) | > loss_feat: 8.733059883117676 (8.733059883117676) | > loss_mel: 13.604669570922852 (13.604669570922852) | > loss_duration: 1.7391504049301147 (1.7391504049301147) | > loss_1: 28.9207763671875 (28.9207763671875)  --> STEP: 1 | > loss_disc: 2.2482025623321533 (2.2482025623321533) | > loss_disc_real_0: 0.14213624596595764 (0.14213624596595764) | > loss_disc_real_1: 0.16287268698215485 (0.16287268698215485) | > loss_disc_real_2: 0.19329798221588135 (0.19329798221588135) | > loss_disc_real_3: 0.2418653964996338 (0.2418653964996338) | > loss_disc_real_4: 0.2604968547821045 (0.2604968547821045) | > loss_disc_real_5: 0.19697871804237366 (0.19697871804237366) | > loss_0: 2.2482025623321533 (2.2482025623321533) | > loss_gen: 2.7050204277038574 (2.7050204277038574) | > loss_kl: 2.2253270149230957 (2.2253270149230957) | > loss_feat: 9.367753028869629 (9.367753028869629) | > loss_mel: 15.212730407714844 (15.212730407714844) | > loss_duration: 1.8561574220657349 (1.8561574220657349) | > loss_1: 31.366989135742188 (31.366989135742188)  --> STEP: 2 | > loss_disc: 2.2687878608703613 (2.2584952116012573) | > loss_disc_real_0: 0.15126889944076538 (0.1467025727033615) | > loss_disc_real_1: 0.16298985481262207 (0.16293127089738846) | > loss_disc_real_2: 0.19416630268096924 (0.1937321424484253) | > loss_disc_real_3: 0.23983365297317505 (0.24084952473640442) | > loss_disc_real_4: 0.25602278113365173 (0.2582598179578781) | > loss_disc_real_5: 0.20804700255393982 (0.20251286029815674) | > loss_0: 2.2687878608703613 (2.2584952116012573) | > loss_gen: 2.6720128059387207 (2.688516616821289) | > loss_kl: 1.9782459735870361 (2.101786494255066) | > loss_feat: 8.303275108337402 (8.835514068603516) | > loss_mel: 13.748970031738281 (14.480850219726562) | > loss_duration: 1.879036784172058 (1.8675971031188965) | > loss_1: 28.581539154052734 (29.97426414489746)  --> STEP: 3 | > loss_disc: 2.271584987640381 (2.2628584702809653) | > loss_disc_real_0: 0.16199009120464325 (0.15179841220378876) | > loss_disc_real_1: 0.16912540793418884 (0.1649959832429886) | > loss_disc_real_2: 0.19029609858989716 (0.19258679449558258) | > loss_disc_real_3: 0.22485870122909546 (0.2355192502339681) | > loss_disc_real_4: 0.278169184923172 (0.2648962736129761) | > loss_disc_real_5: 0.23064583539962769 (0.21189051866531372) | > loss_0: 2.271584987640381 (2.2628584702809653) | > loss_gen: 2.7915947437286377 (2.722875992457072) | > loss_kl: 2.0540964603424072 (2.0858898162841797) | > loss_feat: 8.509452819824219 (8.726826985677084) | > loss_mel: 14.19580078125 (14.385833740234375) | > loss_duration: 1.8453961610794067 (1.8601967891057332) | > loss_1: 29.39634132385254 (29.781623204549152)  --> STEP: 4 | > loss_disc: 2.254922866821289 (2.260874569416046) | > loss_disc_real_0: 0.14058412611484528 (0.1489948406815529) | > loss_disc_real_1: 0.15587081015110016 (0.16271468997001648) | > loss_disc_real_2: 0.18148112297058105 (0.1898103766143322) | > loss_disc_real_3: 0.22617344558238983 (0.23318279907107353) | > loss_disc_real_4: 0.2632187306880951 (0.26447688788175583) | > loss_disc_real_5: 0.22029025852680206 (0.2139904536306858) | > loss_0: 2.254922866821289 (2.260874569416046) | > loss_gen: 2.645460605621338 (2.7035221457481384) | > loss_kl: 1.919987678527832 (2.0444142818450928) | > loss_feat: 8.657084465026855 (8.709391355514526) | > loss_mel: 13.150935173034668 (14.077109098434448) | > loss_duration: 1.7989225387573242 (1.844878226518631) | > loss_1: 28.17238998413086 (29.37931489944458) --> EVAL PERFORMANCE | > avg_loader_time: 0.3257077932357788 (-0.0018963813781738281) | > avg_loss_disc: 2.260874569416046 (-0.04757946729660034) | > avg_loss_disc_real_0: 0.1489948406815529 (-0.07521732151508331) | > avg_loss_disc_real_1: 0.16271468997001648 (-0.0468476228415966) | > avg_loss_disc_real_2: 0.1898103766143322 (-0.018670421093702316) | > avg_loss_disc_real_3: 0.23318279907107353 (+0.009485475718975067) | > avg_loss_disc_real_4: 0.26447688788175583 (+0.005823403596878052) | > avg_loss_disc_real_5: 0.2139904536306858 (-0.004764549434185028) | > avg_loss_0: 2.260874569416046 (-0.04757946729660034) | > avg_loss_gen: 2.7035221457481384 (-0.171888530254364) | > avg_loss_kl: 2.0444142818450928 (-0.05428814888000488) | > avg_loss_feat: 8.709391355514526 (+0.3457498550415039) | > avg_loss_mel: 14.077109098434448 (+0.10749435424804688) | > avg_loss_duration: 1.844878226518631 (-0.01161426305770874) | > avg_loss_1: 29.37931489944458 (+0.2154541015625)  > EPOCH: 483/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 02:56:55)   --> TIME: 2025-05-12 02:57:07 -- STEP: 12/725 -- GLOBAL_STEP: 396050 | > loss_disc: 2.1448216438293457 (2.1670993765195212) | > loss_disc_real_0: 0.10398998856544495 (0.13031400740146637) | > loss_disc_real_1: 0.20232458412647247 (0.18726226687431335) | > loss_disc_real_2: 0.1802089810371399 (0.18289907276630402) | > loss_disc_real_3: 0.22260870039463043 (0.20955713217457136) | > loss_disc_real_4: 0.18286055326461792 (0.1912891094883283) | > loss_disc_real_5: 0.19875949621200562 (0.20454687252640724) | > loss_0: 2.1448216438293457 (2.1670993765195212) | > grad_norm_0: tensor(22.2172, device='cuda:0') (tensor(23.0800, device='cuda:0')) | > loss_gen: 2.929319381713867 (2.842787285645803) | > loss_kl: 1.6915756464004517 (1.7331354022026062) | > loss_feat: 8.571429252624512 (8.692288438479105) | > loss_mel: 12.909635543823242 (13.394584496816) | > loss_duration: 1.6884620189666748 (1.664503941933314) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.790422439575195 (28.32729975382487) | > grad_norm_1: tensor(465.1418, device='cuda:0') (tensor(389.9974, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8595 (0.8473411798477173) | > loader_time: 0.009 (0.01062150796254476)  --> TIME: 2025-05-12 02:57:51 -- STEP: 62/725 -- GLOBAL_STEP: 396100 | > loss_disc: 2.214869976043701 (2.180355671913394) | > loss_disc_real_0: 0.1235288456082344 (0.13015360613503762) | > loss_disc_real_1: 0.17650775611400604 (0.18833056933456852) | > loss_disc_real_2: 0.20278647541999817 (0.18756223758382182) | > loss_disc_real_3: 0.22255922853946686 (0.20781646596808587) | > loss_disc_real_4: 0.18804845213890076 (0.193319960467277) | > loss_disc_real_5: 0.19961300492286682 (0.20524966380288523) | > loss_0: 2.214869976043701 (2.180355671913394) | > grad_norm_0: tensor(23.2600, device='cuda:0') (tensor(22.1545, device='cuda:0')) | > loss_gen: 2.8364510536193848 (2.795406168506991) | > loss_kl: 1.5647621154785156 (1.7464458077184615) | > loss_feat: 8.44453239440918 (8.441696251592331) | > loss_mel: 13.277965545654297 (12.961925291245983) | > loss_duration: 1.6950407028198242 (1.6589786333422507) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.81875228881836 (27.60445231776084) | > grad_norm_1: tensor(464.3907, device='cuda:0') (tensor(386.8519, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8449 (0.8621161368585402) | > loader_time: 0.0101 (0.010228976126640078)  --> TIME: 2025-05-12 02:58:36 -- STEP: 112/725 -- GLOBAL_STEP: 396150 | > loss_disc: 2.195465326309204 (2.1809264272451414) | > loss_disc_real_0: 0.14837808907032013 (0.13247138973591585) | > loss_disc_real_1: 0.20508255064487457 (0.1894864592967289) | > loss_disc_real_2: 0.20229685306549072 (0.18691923495914256) | > loss_disc_real_3: 0.23673531413078308 (0.20554237573274545) | > loss_disc_real_4: 0.2104070633649826 (0.19312677452606808) | > loss_disc_real_5: 0.21874980628490448 (0.2054660674184561) | > loss_0: 2.195465326309204 (2.1809264272451414) | > grad_norm_0: tensor(37.0967, device='cuda:0') (tensor(23.0028, device='cuda:0')) | > loss_gen: 2.8983819484710693 (2.8003949991294315) | > loss_kl: 1.6752961874008179 (1.73992855740445) | > loss_feat: 8.394970893859863 (8.46667268872261) | > loss_mel: 13.589106559753418 (13.005047832216535) | > loss_duration: 1.6459922790527344 (1.6614049087677683) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.20374870300293 (27.673449056489126) | > grad_norm_1: tensor(496.8594, device='cuda:0') (tensor(383.2578, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8319 (0.8681685498782566) | > loader_time: 0.0095 (0.01017567302499499)  --> TIME: 2025-05-12 02:59:19 -- STEP: 162/725 -- GLOBAL_STEP: 396200 | > loss_disc: 2.1419293880462646 (2.1825152944635478) | > loss_disc_real_0: 0.15737171471118927 (0.13315511117746798) | > loss_disc_real_1: 0.16969992220401764 (0.18914489659630226) | > loss_disc_real_2: 0.1906736046075821 (0.18769046001964151) | > loss_disc_real_3: 0.20325089991092682 (0.20468564809840398) | > loss_disc_real_4: 0.19209660589694977 (0.193601515006136) | > loss_disc_real_5: 0.21187284588813782 (0.2048602181452292) | > loss_0: 2.1419293880462646 (2.1825152944635478) | > grad_norm_0: tensor(33.2992, device='cuda:0') (tensor(22.1208, device='cuda:0')) | > loss_gen: 2.931607961654663 (2.79054002850144) | > loss_kl: 1.8997200727462769 (1.7278583093925766) | > loss_feat: 9.059683799743652 (8.413616639596441) | > loss_mel: 13.745887756347656 (12.937752770788872) | > loss_duration: 1.6113370656967163 (1.6626219249066008) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.24823760986328 (27.532389687903134) | > grad_norm_1: tensor(358.6111, device='cuda:0') (tensor(379.5741, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8439 (0.8643060260348849) | > loader_time: 0.0102 (0.010123666421866715)  --> TIME: 2025-05-12 03:00:03 -- STEP: 212/725 -- GLOBAL_STEP: 396250 | > loss_disc: 2.3126025199890137 (2.182902374919856) | > loss_disc_real_0: 0.14750586450099945 (0.1329937576544734) | > loss_disc_real_1: 0.18300408124923706 (0.18883432265160222) | > loss_disc_real_2: 0.24220411479473114 (0.18784001469612127) | > loss_disc_real_3: 0.19486577808856964 (0.20460024750176461) | > loss_disc_real_4: 0.18321073055267334 (0.1937698373957625) | > loss_disc_real_5: 0.23369218409061432 (0.2053881861831782) | > loss_0: 2.3126025199890137 (2.182902374919856) | > grad_norm_0: tensor(29.4191, device='cuda:0') (tensor(21.8216, device='cuda:0')) | > loss_gen: 2.6071975231170654 (2.7897449057057218) | > loss_kl: 1.6063607931137085 (1.7262172333474435) | > loss_feat: 6.986050605773926 (8.421091466579798) | > loss_mel: 11.430618286132812 (12.989990018448738) | > loss_duration: 1.6686022281646729 (1.6633126139640806) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.298828125 (27.59035623298501) | > grad_norm_1: tensor(407.1380, device='cuda:0') (tensor(367.0078, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8546 (0.8638589325940834) | > loader_time: 0.0099 (0.010100621097492725)  --> TIME: 2025-05-12 03:00:47 -- STEP: 262/725 -- GLOBAL_STEP: 396300 | > loss_disc: 2.294625759124756 (2.190129977601176) | > loss_disc_real_0: 0.15746243298053741 (0.13406172403283695) | > loss_disc_real_1: 0.22513478994369507 (0.18942059582198853) | > loss_disc_real_2: 0.1624404489994049 (0.1878899896076618) | > loss_disc_real_3: 0.2336152195930481 (0.20571452151728037) | > loss_disc_real_4: 0.19053752720355988 (0.19446142853898857) | > loss_disc_real_5: 0.211980938911438 (0.20601094605131004) | > loss_0: 2.294625759124756 (2.190129977601176) | > grad_norm_0: tensor(20.2879, device='cuda:0') (tensor(21.7105, device='cuda:0')) | > loss_gen: 2.5881495475769043 (2.783454153373951) | > loss_kl: 1.7542486190795898 (1.7243831730980914) | > loss_feat: 7.34131383895874 (8.381919613321315) | > loss_mel: 11.320645332336426 (12.971603229755662) | > loss_duration: 1.6799215078353882 (1.6642899777143054) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.68427848815918 (27.52565015545328) | > grad_norm_1: tensor(196.1481, device='cuda:0') (tensor(361.6324, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8897 (0.8629380737552206) | > loader_time: 0.0101 (0.010075722031920923)  --> TIME: 2025-05-12 03:01:31 -- STEP: 312/725 -- GLOBAL_STEP: 396350 | > loss_disc: 2.1782703399658203 (2.187780338220107) | > loss_disc_real_0: 0.13130348920822144 (0.13387933055846354) | > loss_disc_real_1: 0.18222028017044067 (0.1890981023032696) | > loss_disc_real_2: 0.19940899312496185 (0.18815639681923088) | > loss_disc_real_3: 0.2045561969280243 (0.20512538489240875) | > loss_disc_real_4: 0.17420780658721924 (0.19412164600231713) | > loss_disc_real_5: 0.19846902787685394 (0.20552116522613245) | > loss_0: 2.1782703399658203 (2.187780338220107) | > grad_norm_0: tensor(15.9560, device='cuda:0') (tensor(21.9692, device='cuda:0')) | > loss_gen: 2.874648094177246 (2.7858480184506167) | > loss_kl: 1.703401803970337 (1.7197589797851371) | > loss_feat: 8.420390129089355 (8.37801367808611) | > loss_mel: 12.774107933044434 (12.96698598678295) | > loss_duration: 1.6674771308898926 (1.6635597214484825) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.440025329589844 (27.514166391812832) | > grad_norm_1: tensor(388.8726, device='cuda:0') (tensor(367.0073, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8587 (0.862609136563081) | > loader_time: 0.0099 (0.010097999603320395)  --> TIME: 2025-05-12 03:02:14 -- STEP: 362/725 -- GLOBAL_STEP: 396400 | > loss_disc: 2.1075007915496826 (2.190682656857192) | > loss_disc_real_0: 0.10491816699504852 (0.13462946477515916) | > loss_disc_real_1: 0.20619402825832367 (0.18916753025015423) | > loss_disc_real_2: 0.21147845685482025 (0.18826051966096818) | > loss_disc_real_3: 0.22856579720973969 (0.20502595047759753) | > loss_disc_real_4: 0.21053607761859894 (0.1944132149631148) | > loss_disc_real_5: 0.17354460060596466 (0.20600560558599662) | > loss_0: 2.1075007915496826 (2.190682656857192) | > grad_norm_0: tensor(11.9454, device='cuda:0') (tensor(22.5796, device='cuda:0')) | > loss_gen: 2.9978537559509277 (2.7844255411822507) | > loss_kl: 1.7406009435653687 (1.7161809120388982) | > loss_feat: 9.649576187133789 (8.36461117254436) | > loss_mel: 15.077778816223145 (12.956062308991148) | > loss_duration: 1.6230759620666504 (1.6627364082889662) | > amp_scaler: 512.0 (261.6574585635359) | > loss_1: 31.088886260986328 (27.484016365767836) | > grad_norm_1: tensor(533.5182, device='cuda:0') (tensor(373.1602, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8531 (0.8627073303770624) | > loader_time: 0.0099 (0.010109090673330748)  --> TIME: 2025-05-12 03:02:58 -- STEP: 412/725 -- GLOBAL_STEP: 396450 | > loss_disc: 2.2169241905212402 (2.1916514287874573) | > loss_disc_real_0: 0.1404191106557846 (0.13463599421083916) | > loss_disc_real_1: 0.21418270468711853 (0.18917444431521366) | > loss_disc_real_2: 0.22781060636043549 (0.1882702281463494) | > loss_disc_real_3: 0.22675611078739166 (0.20484500848552561) | > loss_disc_real_4: 0.21459153294563293 (0.19442339013647114) | > loss_disc_real_5: 0.23085756599903107 (0.20654278733197926) | > loss_0: 2.2169241905212402 (2.1916514287874573) | > grad_norm_0: tensor(23.9853, device='cuda:0') (tensor(22.3861, device='cuda:0')) | > loss_gen: 2.9253578186035156 (2.7825209920846152) | > loss_kl: 1.7532483339309692 (1.7146346273931488) | > loss_feat: 9.034968376159668 (8.357685182858425) | > loss_mel: 13.640341758728027 (12.963412395958757) | > loss_duration: 1.674153208732605 (1.6630343346341143) | > amp_scaler: 256.0 (275.88349514563106) | > loss_1: 29.02806854248047 (27.481287567360884) | > grad_norm_1: tensor(356.1370, device='cuda:0') (tensor(369.0399, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8527 (0.8628348887545391) | > loader_time: 0.0108 (0.010113240445701823)  --> TIME: 2025-05-12 03:03:42 -- STEP: 462/725 -- GLOBAL_STEP: 396500 | > loss_disc: 2.3483726978302 (2.19157160799225) | > loss_disc_real_0: 0.11983203887939453 (0.1342006716312782) | > loss_disc_real_1: 0.21457594633102417 (0.18927195216670187) | > loss_disc_real_2: 0.2261105477809906 (0.1883316789935162) | > loss_disc_real_3: 0.20218385756015778 (0.20482711668138387) | > loss_disc_real_4: 0.18519243597984314 (0.19417386011772864) | > loss_disc_real_5: 0.24238502979278564 (0.20681883704352688) | > loss_0: 2.3483726978302 (2.19157160799225) | > grad_norm_0: tensor(10.7634, device='cuda:0') (tensor(22.3755, device='cuda:0')) | > loss_gen: 2.49861216545105 (2.7814301835510133) | > loss_kl: 1.6112263202667236 (1.7174208166795377) | > loss_feat: 6.585771083831787 (8.367737267440523) | > loss_mel: 11.506805419921875 (12.975952435365484) | > loss_duration: 1.688227891921997 (1.6628199472571865) | > amp_scaler: 128.0 (267.08225108225116) | > loss_1: 23.890644073486328 (27.5053606776448) | > grad_norm_1: tensor(130.2992, device='cuda:0') (tensor(371.0878, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.799 (0.862010188432999) | > loader_time: 0.0097 (0.010090911543214478)  --> TIME: 2025-05-12 03:04:26 -- STEP: 512/725 -- GLOBAL_STEP: 396550 | > loss_disc: 2.073208808898926 (2.1918991531711107) | > loss_disc_real_0: 0.12131040543317795 (0.1342376637912819) | > loss_disc_real_1: 0.1662135124206543 (0.18939961289288482) | > loss_disc_real_2: 0.17255514860153198 (0.18830789890489544) | > loss_disc_real_3: 0.18872059881687164 (0.20475346175953751) | > loss_disc_real_4: 0.16817662119865417 (0.1942317443026696) | > loss_disc_real_5: 0.2047843635082245 (0.20670990471262485) | > loss_0: 2.073208808898926 (2.1918991531711107) | > grad_norm_0: tensor(35.1171, device='cuda:0') (tensor(22.2688, device='cuda:0')) | > loss_gen: 3.02067232131958 (2.7779820202849814) | > loss_kl: 1.5083931684494019 (1.7125858527142557) | > loss_feat: 9.969472885131836 (8.347447643056505) | > loss_mel: 14.138083457946777 (12.959984121844169) | > loss_duration: 1.6146376132965088 (1.6632133717648685) | > amp_scaler: 128.0 (253.5000000000001) | > loss_1: 30.251258850097656 (27.46121302992105) | > grad_norm_1: tensor(418.5729, device='cuda:0') (tensor(370.9673, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8607 (0.8618376231752336) | > loader_time: 0.01 (0.010068423580378296)  --> TIME: 2025-05-12 03:05:09 -- STEP: 562/725 -- GLOBAL_STEP: 396600 | > loss_disc: 2.255627155303955 (2.193262830535716) | > loss_disc_real_0: 0.13741494715213776 (0.13431394667599955) | > loss_disc_real_1: 0.1528640240430832 (0.18964871528203808) | > loss_disc_real_2: 0.17620311677455902 (0.1885678208171261) | > loss_disc_real_3: 0.19386976957321167 (0.20477345368403982) | > loss_disc_real_4: 0.22403529286384583 (0.19457303642484222) | > loss_disc_real_5: 0.19124038517475128 (0.20669093918970044) | > loss_0: 2.255627155303955 (2.193262830535716) | > grad_norm_0: tensor(14.6914, device='cuda:0') (tensor(22.3617, device='cuda:0')) | > loss_gen: 2.7222740650177 (2.7776918894879756) | > loss_kl: 1.8021546602249146 (1.7112712728595398) | > loss_feat: 8.464747428894043 (8.336786292201676) | > loss_mel: 12.146722793579102 (12.942886968524427) | > loss_duration: 1.6482738256454468 (1.6633183150104787) | > amp_scaler: 128.0 (242.33451957295384) | > loss_1: 26.78417205810547 (27.43195476396227) | > grad_norm_1: tensor(348.3351, device='cuda:0') (tensor(370.8587, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.9084 (0.8615841063740418) | > loader_time: 0.0098 (0.010084758449703779)  --> TIME: 2025-05-12 03:05:53 -- STEP: 612/725 -- GLOBAL_STEP: 396650 | > loss_disc: 2.1749534606933594 (2.194814285616472) | > loss_disc_real_0: 0.146050363779068 (0.13445706555948522) | > loss_disc_real_1: 0.2034599781036377 (0.18967217409045883) | > loss_disc_real_2: 0.17805390059947968 (0.18883451254539246) | > loss_disc_real_3: 0.1993185579776764 (0.20490340890935044) | > loss_disc_real_4: 0.19855210185050964 (0.1946168135291612) | > loss_disc_real_5: 0.1739267110824585 (0.20679311551689317) | > loss_0: 2.1749534606933594 (2.194814285616472) | > grad_norm_0: tensor(28.9696, device='cuda:0') (tensor(22.4087, device='cuda:0')) | > loss_gen: 2.8833398818969727 (2.77741239390342) | > loss_kl: 1.7492434978485107 (1.7096099970387484) | > loss_feat: 8.471693992614746 (8.328076824643244) | > loss_mel: 13.537657737731934 (12.932177838157203) | > loss_duration: 1.6044223308563232 (1.6627827473715249) | > amp_scaler: 128.0 (232.99346405228766) | > loss_1: 28.246355056762695 (27.41005983227996) | > grad_norm_1: tensor(190.6953, device='cuda:0') (tensor(371.4257, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8104 (0.861744612650155) | > loader_time: 0.0089 (0.010097581576677714)  --> TIME: 2025-05-12 03:06:37 -- STEP: 662/725 -- GLOBAL_STEP: 396700 | > loss_disc: 2.292224645614624 (2.19653978646702) | > loss_disc_real_0: 0.168000727891922 (0.1348820811086909) | > loss_disc_real_1: 0.18459664285182953 (0.1898484071575985) | > loss_disc_real_2: 0.17834074795246124 (0.18894295297630614) | > loss_disc_real_3: 0.21395909786224365 (0.2049062947132076) | > loss_disc_real_4: 0.2038760781288147 (0.19477969522832753) | > loss_disc_real_5: 0.23102673888206482 (0.2068723131117503) | > loss_0: 2.292224645614624 (2.19653978646702) | > grad_norm_0: tensor(17.2177, device='cuda:0') (tensor(22.1788, device='cuda:0')) | > loss_gen: 2.6984434127807617 (2.774719711156769) | > loss_kl: 1.7730849981307983 (1.7096694212665737) | > loss_feat: 7.714176177978516 (8.313603112344648) | > loss_mel: 11.927327156066895 (12.920557834590667) | > loss_duration: 1.676520824432373 (1.6630380380549827) | > amp_scaler: 128.0 (225.06344410876142) | > loss_1: 25.789554595947266 (27.381588140643238) | > grad_norm_1: tensor(264.0422, device='cuda:0') (tensor(366.4199, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.896 (0.8620829265283318) | > loader_time: 0.01 (0.01008177559901581)  --> TIME: 2025-05-12 03:07:21 -- STEP: 712/725 -- GLOBAL_STEP: 396750 | > loss_disc: 2.1339197158813477 (2.1989020683457334) | > loss_disc_real_0: 0.1313685029745102 (0.13526038133821777) | > loss_disc_real_1: 0.18118658661842346 (0.19004522086110692) | > loss_disc_real_2: 0.20729069411754608 (0.18916954864025792) | > loss_disc_real_3: 0.19057615101337433 (0.20498433535437235) | > loss_disc_real_4: 0.17202559113502502 (0.19478277271885558) | > loss_disc_real_5: 0.1759910136461258 (0.20734654800192015) | > loss_0: 2.1339197158813477 (2.1989020683457334) | > grad_norm_0: tensor(10.6933, device='cuda:0') (tensor(21.6346, device='cuda:0')) | > loss_gen: 2.8330605030059814 (2.7701630759774956) | > loss_kl: 1.6861622333526611 (1.709710647550862) | > loss_feat: 8.506613731384277 (8.298612971654086) | > loss_mel: 13.649775505065918 (12.907422057698279) | > loss_duration: 1.6537797451019287 (1.662568791193909) | > amp_scaler: 128.0 (218.24719101123603) | > loss_1: 28.32939338684082 (27.348477577895245) | > grad_norm_1: tensor(157.8633, device='cuda:0') (tensor(353.5956, device='cuda:0')) | > current_lr_0: 0.0001882815770894204 | > current_lr_1: 0.0001882815770894204 | > step_time: 0.8349 (0.8623351488220563) | > loader_time: 0.0096 (0.01009095384833519)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.19852352142334 (2.19852352142334) | > loss_disc_real_0: 0.16094674170017242 (0.16094674170017242) | > loss_disc_real_1: 0.18963523209095 (0.18963523209095) | > loss_disc_real_2: 0.19163721799850464 (0.19163721799850464) | > loss_disc_real_3: 0.23104245960712433 (0.23104245960712433) | > loss_disc_real_4: 0.21059350669384003 (0.21059350669384003) | > loss_disc_real_5: 0.22345292568206787 (0.22345292568206787) | > loss_0: 2.19852352142334 (2.19852352142334) | > loss_gen: 2.9056670665740967 (2.9056670665740967) | > loss_kl: 2.428466558456421 (2.428466558456421) | > loss_feat: 8.856067657470703 (8.856067657470703) | > loss_mel: 14.09754753112793 (14.09754753112793) | > loss_duration: 1.7300565242767334 (1.7300565242767334) | > loss_1: 30.017805099487305 (30.017805099487305)  --> STEP: 1 | > loss_disc: 2.163015365600586 (2.163015365600586) | > loss_disc_real_0: 0.16322572529315948 (0.16322572529315948) | > loss_disc_real_1: 0.18793340027332306 (0.18793340027332306) | > loss_disc_real_2: 0.18190942704677582 (0.18190942704677582) | > loss_disc_real_3: 0.21046270430088043 (0.21046270430088043) | > loss_disc_real_4: 0.18746359646320343 (0.18746359646320343) | > loss_disc_real_5: 0.22057829797267914 (0.22057829797267914) | > loss_0: 2.163015365600586 (2.163015365600586) | > loss_gen: 2.824570655822754 (2.824570655822754) | > loss_kl: 2.1336417198181152 (2.1336417198181152) | > loss_feat: 8.095380783081055 (8.095380783081055) | > loss_mel: 14.105147361755371 (14.105147361755371) | > loss_duration: 1.8602919578552246 (1.8602919578552246) | > loss_1: 29.019033432006836 (29.019033432006836)  --> STEP: 2 | > loss_disc: 2.2909815311431885 (2.226998448371887) | > loss_disc_real_0: 0.18044400215148926 (0.17183486372232437) | > loss_disc_real_1: 0.18543875217437744 (0.18668607622385025) | > loss_disc_real_2: 0.18988056480884552 (0.18589499592781067) | > loss_disc_real_3: 0.240910142660141 (0.2256864234805107) | > loss_disc_real_4: 0.20595192909240723 (0.19670776277780533) | > loss_disc_real_5: 0.2256719172000885 (0.22312510758638382) | > loss_0: 2.2909815311431885 (2.226998448371887) | > loss_gen: 2.614419937133789 (2.7194952964782715) | > loss_kl: 2.072157859802246 (2.1028997898101807) | > loss_feat: 7.769613742828369 (7.932497262954712) | > loss_mel: 12.357575416564941 (13.231361389160156) | > loss_duration: 1.877543568611145 (1.8689177632331848) | > loss_1: 26.691312789916992 (27.855173110961914)  --> STEP: 3 | > loss_disc: 2.209853410720825 (2.221283435821533) | > loss_disc_real_0: 0.1645987331867218 (0.16942282021045685) | > loss_disc_real_1: 0.2040981948375702 (0.1924901157617569) | > loss_disc_real_2: 0.19406357407569885 (0.18861785531044006) | > loss_disc_real_3: 0.22598695755004883 (0.2257866015036901) | > loss_disc_real_4: 0.19934509694576263 (0.19758687416712442) | > loss_disc_real_5: 0.2110072821378708 (0.21908583243687949) | > loss_0: 2.209853410720825 (2.221283435821533) | > loss_gen: 2.909501552581787 (2.7828307151794434) | > loss_kl: 2.0163962841033936 (2.0740652879079184) | > loss_feat: 8.668901443481445 (8.17796532313029) | > loss_mel: 14.088288307189941 (13.517003695170084) | > loss_duration: 1.8694559335708618 (1.869097153345744) | > loss_1: 29.55254364013672 (28.420963287353516)  --> STEP: 4 | > loss_disc: 2.166363000869751 (2.2075533270835876) | > loss_disc_real_0: 0.15828005969524384 (0.1666371300816536) | > loss_disc_real_1: 0.22502677142620087 (0.2006242796778679) | > loss_disc_real_2: 0.17430970072746277 (0.18504081666469574) | > loss_disc_real_3: 0.2043377012014389 (0.2204243764281273) | > loss_disc_real_4: 0.18578417599201202 (0.19463619962334633) | > loss_disc_real_5: 0.24123504757881165 (0.22462313622236252) | > loss_0: 2.166363000869751 (2.2075533270835876) | > loss_gen: 2.9245493412017822 (2.818260371685028) | > loss_kl: 2.070171356201172 (2.0730918049812317) | > loss_feat: 8.461274147033691 (8.24879252910614) | > loss_mel: 13.782108306884766 (13.583279848098755) | > loss_duration: 1.7950843572616577 (1.8505939543247223) | > loss_1: 29.033185958862305 (28.574018955230713) --> EVAL PERFORMANCE | > avg_loader_time: 0.32818299531936646 (+0.0024752020835876465) | > avg_loss_disc: 2.2075533270835876 (-0.053321242332458496) | > avg_loss_disc_real_0: 0.1666371300816536 (+0.017642289400100708) | > avg_loss_disc_real_1: 0.2006242796778679 (+0.03790958970785141) | > avg_loss_disc_real_2: 0.18504081666469574 (-0.004769559949636459) | > avg_loss_disc_real_3: 0.2204243764281273 (-0.012758422642946243) | > avg_loss_disc_real_4: 0.19463619962334633 (-0.0698406882584095) | > avg_loss_disc_real_5: 0.22462313622236252 (+0.010632682591676712) | > avg_loss_0: 2.2075533270835876 (-0.053321242332458496) | > avg_loss_gen: 2.818260371685028 (+0.11473822593688965) | > avg_loss_kl: 2.0730918049812317 (+0.028677523136138916) | > avg_loss_feat: 8.24879252910614 (-0.46059882640838623) | > avg_loss_mel: 13.583279848098755 (-0.49382925033569336) | > avg_loss_duration: 1.8505939543247223 (+0.005715727806091309) | > avg_loss_1: 28.574018955230713 (-0.8052959442138672)  > EPOCH: 484/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 03:07:39)   --> TIME: 2025-05-12 03:08:13 -- STEP: 37/725 -- GLOBAL_STEP: 396800 | > loss_disc: 2.297877311706543 (2.2008643214767045) | > loss_disc_real_0: 0.1267186850309372 (0.13510652651657928) | > loss_disc_real_1: 0.1825663298368454 (0.18987970617977348) | > loss_disc_real_2: 0.19487306475639343 (0.1887046203419969) | > loss_disc_real_3: 0.21297290921211243 (0.20367331077923645) | > loss_disc_real_4: 0.1971963495016098 (0.19159585720783956) | > loss_disc_real_5: 0.17915774881839752 (0.21054872387164347) | > loss_0: 2.297877311706543 (2.2008643214767045) | > grad_norm_0: tensor(9.0034, device='cuda:0') (tensor(21.4648, device='cuda:0')) | > loss_gen: 2.8353729248046875 (2.7743718688552446) | > loss_kl: 1.5828667879104614 (1.7418637984507797) | > loss_feat: 7.583193778991699 (8.302371166847848) | > loss_mel: 11.536651611328125 (13.006426141068742) | > loss_duration: 1.664513349533081 (1.659443507323394) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.202598571777344 (27.484476450327282) | > grad_norm_1: tensor(354.4335, device='cuda:0') (tensor(347.3897, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8541 (0.8579160265020422) | > loader_time: 0.0116 (0.01021971573700776)  --> TIME: 2025-05-12 03:08:57 -- STEP: 87/725 -- GLOBAL_STEP: 396850 | > loss_disc: 2.2472474575042725 (2.20179777857901) | > loss_disc_real_0: 0.1516791731119156 (0.13774523438735942) | > loss_disc_real_1: 0.22277644276618958 (0.19149549288311224) | > loss_disc_real_2: 0.1633038967847824 (0.1880957641820798) | > loss_disc_real_3: 0.20576420426368713 (0.20562964746321755) | > loss_disc_real_4: 0.20159800350666046 (0.19261035186120834) | > loss_disc_real_5: 0.2736487090587616 (0.20893142740616852) | > loss_0: 2.2472474575042725 (2.20179777857901) | > grad_norm_0: tensor(11.4180, device='cuda:0') (tensor(21.9760, device='cuda:0')) | > loss_gen: 2.6603517532348633 (2.78612407596632) | > loss_kl: 1.5953829288482666 (1.7329156590604238) | > loss_feat: 7.799141883850098 (8.308222924155753) | > loss_mel: 13.027362823486328 (13.023294975017679) | > loss_duration: 1.6271600723266602 (1.6609741065693997) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.709396362304688 (27.511531654445605) | > grad_norm_1: tensor(124.8840, device='cuda:0') (tensor(335.1523, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8447 (0.8598190258289206) | > loader_time: 0.0097 (0.010431793914444142)  --> TIME: 2025-05-12 03:09:41 -- STEP: 137/725 -- GLOBAL_STEP: 396900 | > loss_disc: 2.203552007675171 (2.1997811185182443) | > loss_disc_real_0: 0.10666552186012268 (0.13584699982056667) | > loss_disc_real_1: 0.19250358641147614 (0.19098584767240678) | > loss_disc_real_2: 0.16970068216323853 (0.18746182159350736) | > loss_disc_real_3: 0.19272200763225555 (0.20477596925993036) | > loss_disc_real_4: 0.1983904242515564 (0.19318996174057035) | > loss_disc_real_5: 0.23475252091884613 (0.20902208657595364) | > loss_0: 2.203552007675171 (2.1997811185182443) | > grad_norm_0: tensor(10.9406, device='cuda:0') (tensor(20.1991, device='cuda:0')) | > loss_gen: 2.842665672302246 (2.7785557447558773) | > loss_kl: 1.715768814086914 (1.7313883887590282) | > loss_feat: 8.159149169921875 (8.3311828870843) | > loss_mel: 11.473609924316406 (13.048706931789425) | > loss_duration: 1.65159010887146 (1.6628724571562161) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.842782974243164 (27.552706363427383) | > grad_norm_1: tensor(190.4566, device='cuda:0') (tensor(310.0509, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8181 (0.8607916814567399) | > loader_time: 0.0093 (0.010427253959822826)  --> TIME: 2025-05-12 03:10:25 -- STEP: 187/725 -- GLOBAL_STEP: 396950 | > loss_disc: 2.2961487770080566 (2.2014577490760665) | > loss_disc_real_0: 0.11237625777721405 (0.13620765547063918) | > loss_disc_real_1: 0.1832531988620758 (0.1905996543679008) | > loss_disc_real_2: 0.19099879264831543 (0.18839177122728074) | > loss_disc_real_3: 0.21601077914237976 (0.204548614786908) | > loss_disc_real_4: 0.19235201179981232 (0.19384829126258588) | > loss_disc_real_5: 0.21072149276733398 (0.20867840953689207) | > loss_0: 2.2961487770080566 (2.2014577490760665) | > grad_norm_0: tensor(14.8250, device='cuda:0') (tensor(21.1008, device='cuda:0')) | > loss_gen: 2.6390695571899414 (2.7744213310792474) | > loss_kl: 1.7075799703598022 (1.7227933668197795) | > loss_feat: 7.062706470489502 (8.283067955690278) | > loss_mel: 10.590794563293457 (12.996173654648072) | > loss_duration: 1.6774120330810547 (1.6638799083424125) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.677560806274414 (27.440336247816443) | > grad_norm_1: tensor(450.2101, device='cuda:0') (tensor(324.7582, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8754 (0.8606585245081446) | > loader_time: 0.01 (0.010347849544994332)  --> TIME: 2025-05-12 03:11:10 -- STEP: 237/725 -- GLOBAL_STEP: 397000 | > loss_disc: 2.162074327468872 (2.199347005111757) | > loss_disc_real_0: 0.18401962518692017 (0.1358444332636359) | > loss_disc_real_1: 0.1706676036119461 (0.19075323282917844) | > loss_disc_real_2: 0.2078976184129715 (0.18827354794816126) | > loss_disc_real_3: 0.1797708421945572 (0.20432539177343315) | > loss_disc_real_4: 0.21726027131080627 (0.19419761297572014) | > loss_disc_real_5: 0.2133241891860962 (0.20805290234491292) | > loss_0: 2.162074327468872 (2.199347005111757) | > grad_norm_0: tensor(40.6947, device='cuda:0') (tensor(22.3735, device='cuda:0')) | > loss_gen: 2.9490270614624023 (2.7835875050428034) | > loss_kl: 1.7647790908813477 (1.7221366443714512) | > loss_feat: 8.918018341064453 (8.309207109459344) | > loss_mel: 14.622654914855957 (13.022444930257677) | > loss_duration: 1.657414436340332 (1.664106688418972) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.91189193725586 (27.501482895154993) | > grad_norm_1: tensor(530.3383, device='cuda:0') (tensor(345.7933, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8356 (0.86443342438227) | > loader_time: 0.0091 (0.010298715865058736) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_397000.pth  --> TIME: 2025-05-12 03:11:55 -- STEP: 287/725 -- GLOBAL_STEP: 397050 | > loss_disc: 2.212235689163208 (2.2020929424604874) | > loss_disc_real_0: 0.12276255339384079 (0.13635022790278298) | > loss_disc_real_1: 0.1924109309911728 (0.19087030429665636) | > loss_disc_real_2: 0.1987343281507492 (0.18852273984860882) | > loss_disc_real_3: 0.20402199029922485 (0.20467624468047446) | > loss_disc_real_4: 0.21653982996940613 (0.19418356056205083) | > loss_disc_real_5: 0.18550516664981842 (0.20788583429432914) | > loss_0: 2.212235689163208 (2.2020929424604874) | > grad_norm_0: tensor(22.9659, device='cuda:0') (tensor(22.8033, device='cuda:0')) | > loss_gen: 2.7833492755889893 (2.7770162334840878) | > loss_kl: 1.5223647356033325 (1.7185315255088673) | > loss_feat: 8.12537670135498 (8.286489446819452) | > loss_mel: 12.802730560302734 (12.994685515294092) | > loss_duration: 1.660203456878662 (1.6634096725477163) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.894025802612305 (27.44013242688328) | > grad_norm_1: tensor(80.5874, device='cuda:0') (tensor(351.0459, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8159 (0.8626837007675435) | > loader_time: 0.012 (0.010273098530254297)  --> TIME: 2025-05-12 03:12:39 -- STEP: 337/725 -- GLOBAL_STEP: 397100 | > loss_disc: 2.03155255317688 (2.202262869220812) | > loss_disc_real_0: 0.07969553023576736 (0.1364409490889188) | > loss_disc_real_1: 0.173980712890625 (0.1908041824661306) | > loss_disc_real_2: 0.16303673386573792 (0.18839177033844628) | > loss_disc_real_3: 0.20157504081726074 (0.2045286639596306) | > loss_disc_real_4: 0.16012145578861237 (0.1941660646603441) | > loss_disc_real_5: 0.18405772745609283 (0.2084012831884605) | > loss_0: 2.03155255317688 (2.202262869220812) | > grad_norm_0: tensor(20.3410, device='cuda:0') (tensor(21.6539, device='cuda:0')) | > loss_gen: 2.9809303283691406 (2.772435353134789) | > loss_kl: 1.6669825315475464 (1.7135445753261669) | > loss_feat: 9.68316650390625 (8.284318761231285) | > loss_mel: 14.599821090698242 (12.972625947493828) | > loss_duration: 1.6402573585510254 (1.6627745759239536) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.571157455444336 (27.405699262986904) | > grad_norm_1: tensor(200.6393, device='cuda:0') (tensor(336.5687, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8898 (0.8630810548006957) | > loader_time: 0.01 (0.010216972594445112)  --> TIME: 2025-05-12 03:13:23 -- STEP: 387/725 -- GLOBAL_STEP: 397150 | > loss_disc: 2.3597326278686523 (2.2038561423003507) | > loss_disc_real_0: 0.17741049826145172 (0.13679256654062932) | > loss_disc_real_1: 0.197678804397583 (0.19091042891645307) | > loss_disc_real_2: 0.22770555317401886 (0.18849084555178658) | > loss_disc_real_3: 0.249444380402565 (0.20461368279709688) | > loss_disc_real_4: 0.21222998201847076 (0.1941831682541575) | > loss_disc_real_5: 0.23801934719085693 (0.20835940093187091) | > loss_0: 2.3597326278686523 (2.2038561423003507) | > grad_norm_0: tensor(32.2718, device='cuda:0') (tensor(21.7721, device='cuda:0')) | > loss_gen: 2.7150354385375977 (2.7695901289158704) | > loss_kl: 1.5836848020553589 (1.7144262005192366) | > loss_feat: 6.857545852661133 (8.273645745999442) | > loss_mel: 12.585848808288574 (12.957874948664228) | > loss_duration: 1.7421185970306396 (1.6625396481472083) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.484233856201172 (27.37807669134411) | > grad_norm_1: tensor(154.3583, device='cuda:0') (tensor(339.3782, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8805 (0.8635195102494508) | > loader_time: 0.0101 (0.010235942303364285)  --> TIME: 2025-05-12 03:14:07 -- STEP: 437/725 -- GLOBAL_STEP: 397200 | > loss_disc: 2.1641452312469482 (2.2013827906047716) | > loss_disc_real_0: 0.10455473512411118 (0.1365235866957453) | > loss_disc_real_1: 0.1756078451871872 (0.19061700815603444) | > loss_disc_real_2: 0.19001008570194244 (0.18845501078348145) | > loss_disc_real_3: 0.2131223976612091 (0.2046231067903528) | > loss_disc_real_4: 0.19037586450576782 (0.19393891157492904) | > loss_disc_real_5: 0.20993852615356445 (0.2079911029106965) | > loss_0: 2.1641452312469482 (2.2013827906047716) | > grad_norm_0: tensor(29.1955, device='cuda:0') (tensor(21.9761, device='cuda:0')) | > loss_gen: 2.807494878768921 (2.773501569673726) | > loss_kl: 1.7524374723434448 (1.713473639717364) | > loss_feat: 8.721856117248535 (8.301113577129094) | > loss_mel: 13.333537101745605 (12.983216977501352) | > loss_duration: 1.6408801078796387 (1.6623076126831893) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.256206512451172 (27.43361340398374) | > grad_norm_1: tensor(632.5314, device='cuda:0') (tensor(347.1035, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.9034 (0.8628405602627542) | > loader_time: 0.01 (0.01023139506237458)  --> TIME: 2025-05-12 03:14:51 -- STEP: 487/725 -- GLOBAL_STEP: 397250 | > loss_disc: 2.3269057273864746 (2.2021854915168495) | > loss_disc_real_0: 0.17416974902153015 (0.13677549285687943) | > loss_disc_real_1: 0.18540023267269135 (0.19048749002220694) | > loss_disc_real_2: 0.20745883882045746 (0.18852512504775426) | > loss_disc_real_3: 0.1887860745191574 (0.20464280835167345) | > loss_disc_real_4: 0.21462632715702057 (0.19413063413553422) | > loss_disc_real_5: 0.20083943009376526 (0.20776467582161176) | > loss_0: 2.3269057273864746 (2.2021854915168495) | > grad_norm_0: tensor(21.2369, device='cuda:0') (tensor(22.3293, device='cuda:0')) | > loss_gen: 2.6588780879974365 (2.772717825930711) | > loss_kl: 1.9555199146270752 (1.7149985421609584) | > loss_feat: 6.466071605682373 (8.285636295772921) | > loss_mel: 11.382427215576172 (12.954998564671197) | > loss_duration: 1.6398699283599854 (1.6625772489414568) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.102767944335938 (27.390928495591183) | > grad_norm_1: tensor(311.1791, device='cuda:0') (tensor(354.7422, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8337 (0.8629673501549315) | > loader_time: 0.0115 (0.010206001739971939)  --> TIME: 2025-05-12 03:15:35 -- STEP: 537/725 -- GLOBAL_STEP: 397300 | > loss_disc: 2.2075040340423584 (2.201596433667942) | > loss_disc_real_0: 0.1418348103761673 (0.13651589712117632) | > loss_disc_real_1: 0.1982659548521042 (0.1904841542132962) | > loss_disc_real_2: 0.1981981098651886 (0.18832618747343569) | > loss_disc_real_3: 0.23368649184703827 (0.2047668926320707) | > loss_disc_real_4: 0.2135210484266281 (0.1942026992527911) | > loss_disc_real_5: 0.19166579842567444 (0.2080637698011469) | > loss_0: 2.2075040340423584 (2.201596433667942) | > grad_norm_0: tensor(8.8397, device='cuda:0') (tensor(22.0226, device='cuda:0')) | > loss_gen: 2.9127821922302246 (2.771805527045962) | > loss_kl: 1.5524646043777466 (1.7176422875242747) | > loss_feat: 8.489916801452637 (8.283484206741305) | > loss_mel: 12.903607368469238 (12.952139557850872) | > loss_duration: 1.6804816722869873 (1.6628605504719682) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.53925132751465 (27.387932129190396) | > grad_norm_1: tensor(343.5508, device='cuda:0') (tensor(352.0379, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8622 (0.862407399289435) | > loader_time: 0.0094 (0.010191701643959772)  --> TIME: 2025-05-12 03:16:18 -- STEP: 587/725 -- GLOBAL_STEP: 397350 | > loss_disc: 2.3095052242279053 (2.2002157194244805) | > loss_disc_real_0: 0.11293428391218185 (0.13600590401146637) | > loss_disc_real_1: 0.21478232741355896 (0.1904017290884226) | > loss_disc_real_2: 0.20480337738990784 (0.18832403967185568) | > loss_disc_real_3: 0.17849606275558472 (0.2047327067163571) | > loss_disc_real_4: 0.21756288409233093 (0.1942273429396612) | > loss_disc_real_5: 0.19445163011550903 (0.20812999125842943) | > loss_0: 2.3095052242279053 (2.2002157194244805) | > grad_norm_0: tensor(24.3040, device='cuda:0') (tensor(22.2153, device='cuda:0')) | > loss_gen: 2.6001243591308594 (2.773914015475897) | > loss_kl: 1.729533076286316 (1.7198439962413077) | > loss_feat: 7.071122646331787 (8.286058284558061) | > loss_mel: 11.042967796325684 (12.947008872154013) | > loss_duration: 1.6355925798416138 (1.6624152055184722) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.079341888427734 (27.389240355873437) | > grad_norm_1: tensor(591.8715, device='cuda:0') (tensor(355.4931, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8782 (0.8624478653707941) | > loader_time: 0.0103 (0.010180468859826887)  --> TIME: 2025-05-12 03:17:02 -- STEP: 637/725 -- GLOBAL_STEP: 397400 | > loss_disc: 2.0664281845092773 (2.1986534494432974) | > loss_disc_real_0: 0.10661721974611282 (0.13592367367804326) | > loss_disc_real_1: 0.1881594955921173 (0.19027934077208983) | > loss_disc_real_2: 0.16598975658416748 (0.1880956755094289) | > loss_disc_real_3: 0.16842281818389893 (0.20479881609066314) | > loss_disc_real_4: 0.18368974328041077 (0.19429002538487158) | > loss_disc_real_5: 0.1952986866235733 (0.20791384367216692) | > loss_0: 2.0664281845092773 (2.1986534494432974) | > grad_norm_0: tensor(22.6988, device='cuda:0') (tensor(22.5900, device='cuda:0')) | > loss_gen: 3.0439555644989014 (2.777817476113885) | > loss_kl: 1.7294316291809082 (1.722920301570623) | > loss_feat: 8.796382904052734 (8.302382721444308) | > loss_mel: 13.12101936340332 (12.956301367264148) | > loss_duration: 1.6328693628311157 (1.6623327037790312) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.323657989501953 (27.42175455856922) | > grad_norm_1: tensor(469.9366, device='cuda:0') (tensor(362.1909, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8617 (0.8625568673599455) | > loader_time: 0.0099 (0.010180204217811952)  --> TIME: 2025-05-12 03:17:46 -- STEP: 687/725 -- GLOBAL_STEP: 397450 | > loss_disc: 2.170381546020508 (2.199045084102358) | > loss_disc_real_0: 0.1391587108373642 (0.1358483025188701) | > loss_disc_real_1: 0.1610192060470581 (0.19038531763324568) | > loss_disc_real_2: 0.1695462465286255 (0.18822526563029449) | > loss_disc_real_3: 0.20801612734794617 (0.20485381491406343) | > loss_disc_real_4: 0.22255922853946686 (0.19427665645118367) | > loss_disc_real_5: 0.19830073416233063 (0.20806314031630097) | > loss_0: 2.170381546020508 (2.199045084102358) | > grad_norm_0: tensor(11.9880, device='cuda:0') (tensor(22.4955, device='cuda:0')) | > loss_gen: 2.771738052368164 (2.776055699352613) | > loss_kl: 1.7175065279006958 (1.72096884267993) | > loss_feat: 8.77571964263916 (8.29693189979119) | > loss_mel: 13.072224617004395 (12.94750305242413) | > loss_duration: 1.659475564956665 (1.6621592528955378) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.99666404724121 (27.403618722329842) | > grad_norm_1: tensor(332.3492, device='cuda:0') (tensor(361.9612, device='cuda:0')) | > current_lr_0: 0.00018825804189228422 | > current_lr_1: 0.00018825804189228422 | > step_time: 0.8558 (0.8621561895117833) | > loader_time: 0.0098 (0.010195211205072965)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2505953311920166 (2.2505953311920166) | > loss_disc_real_0: 0.1460622102022171 (0.1460622102022171) | > loss_disc_real_1: 0.21324579417705536 (0.21324579417705536) | > loss_disc_real_2: 0.18567320704460144 (0.18567320704460144) | > loss_disc_real_3: 0.24279366433620453 (0.24279366433620453) | > loss_disc_real_4: 0.243257537484169 (0.243257537484169) | > loss_disc_real_5: 0.26283636689186096 (0.26283636689186096) | > loss_0: 2.2505953311920166 (2.2505953311920166) | > loss_gen: 2.882739543914795 (2.882739543914795) | > loss_kl: 2.2204535007476807 (2.2204535007476807) | > loss_feat: 8.828862190246582 (8.828862190246582) | > loss_mel: 15.001651763916016 (15.001651763916016) | > loss_duration: 1.7378334999084473 (1.7378334999084473) | > loss_1: 30.671541213989258 (30.671541213989258)  --> STEP: 1 | > loss_disc: 2.3843603134155273 (2.3843603134155273) | > loss_disc_real_0: 0.13453780114650726 (0.13453780114650726) | > loss_disc_real_1: 0.22648218274116516 (0.22648218274116516) | > loss_disc_real_2: 0.18246610462665558 (0.18246610462665558) | > loss_disc_real_3: 0.24366788566112518 (0.24366788566112518) | > loss_disc_real_4: 0.26272258162498474 (0.26272258162498474) | > loss_disc_real_5: 0.2602979838848114 (0.2602979838848114) | > loss_0: 2.3843603134155273 (2.3843603134155273) | > loss_gen: 2.622626781463623 (2.622626781463623) | > loss_kl: 2.213204860687256 (2.213204860687256) | > loss_feat: 8.091437339782715 (8.091437339782715) | > loss_mel: 14.273848533630371 (14.273848533630371) | > loss_duration: 1.8656375408172607 (1.8656375408172607) | > loss_1: 29.066755294799805 (29.066755294799805)  --> STEP: 2 | > loss_disc: 2.4026503562927246 (2.393505334854126) | > loss_disc_real_0: 0.14980097115039825 (0.14216938614845276) | > loss_disc_real_1: 0.2099403589963913 (0.21821127086877823) | > loss_disc_real_2: 0.18576857447624207 (0.18411733955144882) | > loss_disc_real_3: 0.2556787133216858 (0.2496732994914055) | > loss_disc_real_4: 0.2643517553806305 (0.2635371685028076) | > loss_disc_real_5: 0.256519615650177 (0.2584087997674942) | > loss_0: 2.4026503562927246 (2.393505334854126) | > loss_gen: 2.5664429664611816 (2.5945348739624023) | > loss_kl: 1.933771014213562 (2.073487937450409) | > loss_feat: 7.5367326736450195 (7.814085006713867) | > loss_mel: 12.948989868164062 (13.611419200897217) | > loss_duration: 1.8873296976089478 (1.8764836192131042) | > loss_1: 26.873266220092773 (27.97001075744629)  --> STEP: 3 | > loss_disc: 2.353694438934326 (2.380235036214193) | > loss_disc_real_0: 0.14835844933986664 (0.14423240721225739) | > loss_disc_real_1: 0.22392046451568604 (0.2201143354177475) | > loss_disc_real_2: 0.1819583624601364 (0.18339768052101135) | > loss_disc_real_3: 0.2462637573480606 (0.24853678544362387) | > loss_disc_real_4: 0.2641097903251648 (0.2637280424435933) | > loss_disc_real_5: 0.25837889313697815 (0.2583988308906555) | > loss_0: 2.353694438934326 (2.380235036214193) | > loss_gen: 2.7098419666290283 (2.6329705715179443) | > loss_kl: 2.034308910369873 (2.060428261756897) | > loss_feat: 7.894214630126953 (7.8407948811848955) | > loss_mel: 13.498751640319824 (13.57386334737142) | > loss_duration: 1.8539212942123413 (1.8689628442128499) | > loss_1: 27.99104118347168 (27.977020899454754)  --> STEP: 4 | > loss_disc: 2.014486074447632 (2.2887977957725525) | > loss_disc_real_0: 0.11536823213100433 (0.13701636344194412) | > loss_disc_real_1: 0.16829998791217804 (0.20716074854135513) | > loss_disc_real_2: 0.15079744160175323 (0.17524762079119682) | > loss_disc_real_3: 0.19995371997356415 (0.23639101907610893) | > loss_disc_real_4: 0.266836017370224 (0.264505036175251) | > loss_disc_real_5: 0.17529110610485077 (0.23762189969420433) | > loss_0: 2.014486074447632 (2.2887977957725525) | > loss_gen: 3.1527457237243652 (2.7629143595695496) | > loss_kl: 2.1837027072906494 (2.091246873140335) | > loss_feat: 12.1900053024292 (8.928097486495972) | > loss_mel: 16.64922523498535 (14.342703819274902) | > loss_duration: 1.7957768440246582 (1.850666344165802) | > loss_1: 35.97145462036133 (29.975629329681396) --> EVAL PERFORMANCE | > avg_loader_time: 0.32270151376724243 (-0.0054814815521240234) | > avg_loss_disc: 2.2887977957725525 (+0.08124446868896484) | > avg_loss_disc_real_0: 0.13701636344194412 (-0.029620766639709473) | > avg_loss_disc_real_1: 0.20716074854135513 (+0.006536468863487244) | > avg_loss_disc_real_2: 0.17524762079119682 (-0.009793195873498917) | > avg_loss_disc_real_3: 0.23639101907610893 (+0.015966642647981644) | > avg_loss_disc_real_4: 0.264505036175251 (+0.06986883655190468) | > avg_loss_disc_real_5: 0.23762189969420433 (+0.012998763471841812) | > avg_loss_0: 2.2887977957725525 (+0.08124446868896484) | > avg_loss_gen: 2.7629143595695496 (-0.055346012115478516) | > avg_loss_kl: 2.091246873140335 (+0.018155068159103394) | > avg_loss_feat: 8.928097486495972 (+0.6793049573898315) | > avg_loss_mel: 14.342703819274902 (+0.7594239711761475) | > avg_loss_duration: 1.850666344165802 (+7.238984107971191e-05) | > avg_loss_1: 29.975629329681396 (+1.4016103744506836)  > EPOCH: 485/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 03:18:26)   --> TIME: 2025-05-12 03:18:39 -- STEP: 12/725 -- GLOBAL_STEP: 397500 | > loss_disc: 2.182730197906494 (2.207950671513875) | > loss_disc_real_0: 0.09664836525917053 (0.14054424812396368) | > loss_disc_real_1: 0.21630848944187164 (0.1948943647245566) | > loss_disc_real_2: 0.18704736232757568 (0.19025291750828424) | > loss_disc_real_3: 0.2301604151725769 (0.20814896499117216) | > loss_disc_real_4: 0.20195835828781128 (0.20061270520091057) | > loss_disc_real_5: 0.20622064173221588 (0.20542342588305473) | > loss_0: 2.182730197906494 (2.207950671513875) | > grad_norm_0: tensor(28.4179, device='cuda:0') (tensor(20.1348, device='cuda:0')) | > loss_gen: 2.8626723289489746 (2.7728970050811768) | > loss_kl: 1.6489888429641724 (1.7238040169080098) | > loss_feat: 9.097518920898438 (8.232398509979248) | > loss_mel: 14.029802322387695 (12.978416363398233) | > loss_duration: 1.6948647499084473 (1.6626925766468048) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.333847045898438 (27.370208422342937) | > grad_norm_1: tensor(542.1984, device='cuda:0') (tensor(307.9419, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8689 (0.8531108299891154) | > loader_time: 0.0097 (0.010954717795054117)  --> TIME: 2025-05-12 03:19:23 -- STEP: 62/725 -- GLOBAL_STEP: 397550 | > loss_disc: 2.2625603675842285 (2.2083307158562455) | > loss_disc_real_0: 0.17284326255321503 (0.13651707768440244) | > loss_disc_real_1: 0.20017027854919434 (0.19293157323714225) | > loss_disc_real_2: 0.17451627552509308 (0.18959234751039933) | > loss_disc_real_3: 0.16100676357746124 (0.20647635647366125) | > loss_disc_real_4: 0.1959049105644226 (0.1972462234477843) | > loss_disc_real_5: 0.21328197419643402 (0.20702256694916757) | > loss_0: 2.2625603675842285 (2.2083307158562455) | > grad_norm_0: tensor(19.0523, device='cuda:0') (tensor(21.4131, device='cuda:0')) | > loss_gen: 2.53458309173584 (2.7776959326959436) | > loss_kl: 1.6185684204101562 (1.6990538797070902) | > loss_feat: 7.521958351135254 (8.323186428316179) | > loss_mel: 12.291526794433594 (13.039598726457164) | > loss_duration: 1.6863152980804443 (1.6568859450278743) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.652952194213867 (27.49642082952684) | > grad_norm_1: tensor(290.4326, device='cuda:0') (tensor(358.4901, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8507 (0.8653505694481635) | > loader_time: 0.0096 (0.010583250753341178)  --> TIME: 2025-05-12 03:20:07 -- STEP: 112/725 -- GLOBAL_STEP: 397600 | > loss_disc: 2.19950008392334 (2.2012040806668165) | > loss_disc_real_0: 0.13488739728927612 (0.1345082904611316) | > loss_disc_real_1: 0.18429414927959442 (0.19088859297335148) | > loss_disc_real_2: 0.21439778804779053 (0.1888245268325721) | > loss_disc_real_3: 0.2016550898551941 (0.20655054984880344) | > loss_disc_real_4: 0.20506224036216736 (0.1969161287748388) | > loss_disc_real_5: 0.2177830934524536 (0.20809816382825375) | > loss_0: 2.19950008392334 (2.2012040806668165) | > grad_norm_0: tensor(32.0757, device='cuda:0') (tensor(22.4348, device='cuda:0')) | > loss_gen: 2.648829698562622 (2.7866330593824395) | > loss_kl: 1.6817368268966675 (1.7166499963828497) | > loss_feat: 8.857259750366211 (8.35538963334901) | > loss_mel: 13.648798942565918 (13.05378272703716) | > loss_duration: 1.6443015336990356 (1.6610852352210455) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.480928421020508 (27.573540653501237) | > grad_norm_1: tensor(436.9376, device='cuda:0') (tensor(384.7643, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8535 (0.8673501717192786) | > loader_time: 0.0098 (0.01041142642498016)  --> TIME: 2025-05-12 03:20:51 -- STEP: 162/725 -- GLOBAL_STEP: 397650 | > loss_disc: 2.157109260559082 (2.1930744824586106) | > loss_disc_real_0: 0.09383486211299896 (0.13380150887885217) | > loss_disc_real_1: 0.18621356785297394 (0.19060982469423318) | > loss_disc_real_2: 0.1997060328722 (0.18810228230776613) | > loss_disc_real_3: 0.18945686519145966 (0.20511454472571244) | > loss_disc_real_4: 0.21265169978141785 (0.19592559806726595) | > loss_disc_real_5: 0.20367710292339325 (0.20648112405597424) | > loss_0: 2.157109260559082 (2.1930744824586106) | > grad_norm_0: tensor(18.0386, device='cuda:0') (tensor(22.1525, device='cuda:0')) | > loss_gen: 2.8789124488830566 (2.7897357705198687) | > loss_kl: 1.654798150062561 (1.708289012496854) | > loss_feat: 9.232623100280762 (8.393330082481288) | > loss_mel: 14.420737266540527 (13.073283560482071) | > loss_duration: 1.6263155937194824 (1.6626692980895812) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.813386917114258 (27.627307774108132) | > grad_norm_1: tensor(524.0138, device='cuda:0') (tensor(378.5469, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8497 (0.8668228682176569) | > loader_time: 0.0141 (0.010373674793007924)  --> TIME: 2025-05-12 03:21:36 -- STEP: 212/725 -- GLOBAL_STEP: 397700 | > loss_disc: 2.284679889678955 (2.1953870001828912) | > loss_disc_real_0: 0.14317001402378082 (0.134194641426768) | > loss_disc_real_1: 0.1986950933933258 (0.19071560521733086) | > loss_disc_real_2: 0.22492623329162598 (0.18859098633786417) | > loss_disc_real_3: 0.22163335978984833 (0.2050025666238002) | > loss_disc_real_4: 0.22169308364391327 (0.19556196821185778) | > loss_disc_real_5: 0.21375340223312378 (0.20724756242531647) | > loss_0: 2.284679889678955 (2.1953870001828912) | > grad_norm_0: tensor(14.4552, device='cuda:0') (tensor(21.2093, device='cuda:0')) | > loss_gen: 2.5376408100128174 (2.7807142509604397) | > loss_kl: 1.6306322813034058 (1.7145998719728217) | > loss_feat: 6.743801116943359 (8.369562353727948) | > loss_mel: 11.117430686950684 (13.019982414425543) | > loss_duration: 1.6856508255004883 (1.6633361206864414) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.71515655517578 (27.548195029204745) | > grad_norm_1: tensor(291.4500, device='cuda:0') (tensor(368.4788, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8655 (0.8680900009173269) | > loader_time: 0.0098 (0.010292687506045931)  --> TIME: 2025-05-12 03:22:20 -- STEP: 262/725 -- GLOBAL_STEP: 397750 | > loss_disc: 2.172407865524292 (2.197792739358568) | > loss_disc_real_0: 0.1385507434606552 (0.13501641108789528) | > loss_disc_real_1: 0.19522783160209656 (0.19064992461495728) | > loss_disc_real_2: 0.1949898898601532 (0.1884672899396365) | > loss_disc_real_3: 0.19623959064483643 (0.20515727610078477) | > loss_disc_real_4: 0.1850336790084839 (0.19547105500943787) | > loss_disc_real_5: 0.19447016716003418 (0.207601526254461) | > loss_0: 2.172407865524292 (2.197792739358568) | > grad_norm_0: tensor(18.4055, device='cuda:0') (tensor(20.9971, device='cuda:0')) | > loss_gen: 2.7336971759796143 (2.7726013769630256) | > loss_kl: 1.7133989334106445 (1.715354194167916) | > loss_feat: 7.8333420753479 (8.346321418995165) | > loss_mel: 12.886309623718262 (12.984836199811397) | > loss_duration: 1.661949872970581 (1.6637861951616886) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.828699111938477 (27.482899374634254) | > grad_norm_1: tensor(289.5937, device='cuda:0') (tensor(354.0505, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.9135 (0.8679341914999578) | > loader_time: 0.0102 (0.010369616610403276)  --> TIME: 2025-05-12 03:23:04 -- STEP: 312/725 -- GLOBAL_STEP: 397800 | > loss_disc: 2.271804094314575 (2.200389188833727) | > loss_disc_real_0: 0.1348995566368103 (0.13483422863273287) | > loss_disc_real_1: 0.1993618905544281 (0.19075781264557287) | > loss_disc_real_2: 0.19631099700927734 (0.18888331419573381) | > loss_disc_real_3: 0.2073509693145752 (0.20540055240958174) | > loss_disc_real_4: 0.1886194795370102 (0.1953729740702189) | > loss_disc_real_5: 0.19731681048870087 (0.20812012006839117) | > loss_0: 2.271804094314575 (2.200389188833727) | > grad_norm_0: tensor(15.0487, device='cuda:0') (tensor(21.0225, device='cuda:0')) | > loss_gen: 2.7394893169403076 (2.7690885601899553) | > loss_kl: 1.8431752920150757 (1.7183784590317646) | > loss_feat: 8.06655502319336 (8.320039966167545) | > loss_mel: 12.809578895568848 (12.96398094984202) | > loss_duration: 1.6422349214553833 (1.6624535192281775) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.101032257080078 (27.43394145598779) | > grad_norm_1: tensor(407.2813, device='cuda:0') (tensor(357.7995, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8587 (0.8679939691837018) | > loader_time: 0.0098 (0.010365117054719184)  --> TIME: 2025-05-12 03:23:48 -- STEP: 362/725 -- GLOBAL_STEP: 397850 | > loss_disc: 2.2335562705993652 (2.200579105490481) | > loss_disc_real_0: 0.1478380262851715 (0.13530520413544292) | > loss_disc_real_1: 0.19164450466632843 (0.19082049864925732) | > loss_disc_real_2: 0.2332932949066162 (0.18911296265066) | > loss_disc_real_3: 0.18406528234481812 (0.20545807246180536) | > loss_disc_real_4: 0.2038089632987976 (0.1954239059795332) | > loss_disc_real_5: 0.25697311758995056 (0.20748231366523723) | > loss_0: 2.2335562705993652 (2.200579105490481) | > grad_norm_0: tensor(24.2912, device='cuda:0') (tensor(21.4950, device='cuda:0')) | > loss_gen: 2.689997911453247 (2.7727089916144956) | > loss_kl: 1.7019966840744019 (1.7179797271997224) | > loss_feat: 8.098162651062012 (8.319496233818946) | > loss_mel: 12.807676315307617 (12.951333636078392) | > loss_duration: 1.6132454872131348 (1.661439558419075) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.91107940673828 (27.422958168535608) | > grad_norm_1: tensor(462.1174, device='cuda:0') (tensor(364.6657, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.859 (0.8677510319493752) | > loader_time: 0.0101 (0.010328151244484917)  --> TIME: 2025-05-12 03:24:32 -- STEP: 412/725 -- GLOBAL_STEP: 397900 | > loss_disc: 2.2380733489990234 (2.2012553704016424) | > loss_disc_real_0: 0.13142457604408264 (0.1351767897931407) | > loss_disc_real_1: 0.1763816922903061 (0.19085497318685635) | > loss_disc_real_2: 0.19528460502624512 (0.18920335108504713) | > loss_disc_real_3: 0.2095671445131302 (0.20552509173172198) | > loss_disc_real_4: 0.22871427237987518 (0.19517265267453146) | > loss_disc_real_5: 0.1746918112039566 (0.207446347849751) | > loss_0: 2.2380733489990234 (2.2012553704016424) | > grad_norm_0: tensor(25.3945, device='cuda:0') (tensor(21.1076, device='cuda:0')) | > loss_gen: 2.526254177093506 (2.7698818069059876) | > loss_kl: 1.6523089408874512 (1.717581729287082) | > loss_feat: 7.523220062255859 (8.298832695461018) | > loss_mel: 12.03889274597168 (12.93453890606038) | > loss_duration: 1.6643495559692383 (1.6615084004633638) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.405025482177734 (27.382343565376065) | > grad_norm_1: tensor(481.9217, device='cuda:0') (tensor(360.4369, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8835 (0.8679815889562218) | > loader_time: 0.0097 (0.010350349458675938)  --> TIME: 2025-05-12 03:25:16 -- STEP: 462/725 -- GLOBAL_STEP: 397950 | > loss_disc: 2.142958402633667 (2.199791060639667) | > loss_disc_real_0: 0.12322910875082016 (0.1349293728443711) | > loss_disc_real_1: 0.19746176898479462 (0.1908265378374558) | > loss_disc_real_2: 0.16656959056854248 (0.18886005381743112) | > loss_disc_real_3: 0.2109413594007492 (0.20530964385766493) | > loss_disc_real_4: 0.17484213411808014 (0.19498161874808273) | > loss_disc_real_5: 0.22711825370788574 (0.20765094513887966) | > loss_0: 2.142958402633667 (2.199791060639667) | > grad_norm_0: tensor(14.1439, device='cuda:0') (tensor(21.0915, device='cuda:0')) | > loss_gen: 2.9546542167663574 (2.771670432317825) | > loss_kl: 1.6148719787597656 (1.7129860494559972) | > loss_feat: 8.922308921813965 (8.306358672839739) | > loss_mel: 14.162179946899414 (12.9363250464072) | > loss_duration: 1.70180344581604 (1.6612367077823327) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.355817794799805 (27.38857695344207) | > grad_norm_1: tensor(121.0857, device='cuda:0') (tensor(364.4030, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8117 (0.8667959986311017) | > loader_time: 0.0107 (0.010350929194198541)  --> TIME: 2025-05-12 03:26:00 -- STEP: 512/725 -- GLOBAL_STEP: 398000 | > loss_disc: 2.243619680404663 (2.201335300458596) | > loss_disc_real_0: 0.16673827171325684 (0.13536721207492536) | > loss_disc_real_1: 0.18881186842918396 (0.19087120980839245) | > loss_disc_real_2: 0.18972237408161163 (0.18894567742245272) | > loss_disc_real_3: 0.201341450214386 (0.20532146093319176) | > loss_disc_real_4: 0.20423029363155365 (0.19475781661458313) | > loss_disc_real_5: 0.21595793962478638 (0.20790517397108488) | > loss_0: 2.243619680404663 (2.201335300458596) | > grad_norm_0: tensor(14.9981, device='cuda:0') (tensor(21.2258, device='cuda:0')) | > loss_gen: 2.703326463699341 (2.7694035880267625) | > loss_kl: 1.7414628267288208 (1.716715039685368) | > loss_feat: 7.426770210266113 (8.298540408723056) | > loss_mel: 11.771965980529785 (12.932503141462806) | > loss_duration: 1.6137808561325073 (1.661927715642378) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.257307052612305 (27.37908992916346) | > grad_norm_1: tensor(124.2357, device='cuda:0') (tensor(362.8777, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8515 (0.8664972698315978) | > loader_time: 0.0098 (0.010309173725545405) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_398000.pth  --> TIME: 2025-05-12 03:26:47 -- STEP: 562/725 -- GLOBAL_STEP: 398050 | > loss_disc: 2.1946229934692383 (2.2001518242299776) | > loss_disc_real_0: 0.1329479217529297 (0.135444330257029) | > loss_disc_real_1: 0.18142983317375183 (0.19075937969510665) | > loss_disc_real_2: 0.20644457638263702 (0.18866175535098517) | > loss_disc_real_3: 0.20591960847377777 (0.20527280087572833) | > loss_disc_real_4: 0.19944927096366882 (0.1946926285840863) | > loss_disc_real_5: 0.22669987380504608 (0.20769164361245268) | > loss_0: 2.1946229934692383 (2.2001518242299776) | > grad_norm_0: tensor(8.3485, device='cuda:0') (tensor(21.1318, device='cuda:0')) | > loss_gen: 2.8454480171203613 (2.7705156247386733) | > loss_kl: 1.7627898454666138 (1.717211449061424) | > loss_feat: 8.930201530456543 (8.31097431624063) | > loss_mel: 12.540752410888672 (12.941591676868159) | > loss_duration: 1.6208083629608154 (1.6618403189971351) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.69999885559082 (27.402133408814564) | > grad_norm_1: tensor(100.6781, device='cuda:0') (tensor(359.3942, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.9028 (0.8663297607381147) | > loader_time: 0.0095 (0.010305203152721038)  --> TIME: 2025-05-12 03:27:31 -- STEP: 612/725 -- GLOBAL_STEP: 398100 | > loss_disc: 2.2326979637145996 (2.200434485097337) | > loss_disc_real_0: 0.13971848785877228 (0.13567021193311504) | > loss_disc_real_1: 0.20525257289409637 (0.1908180103728584) | > loss_disc_real_2: 0.20880189538002014 (0.1885794416751736) | > loss_disc_real_3: 0.21065393090248108 (0.20523436442991497) | > loss_disc_real_4: 0.20376379787921906 (0.19460916112548401) | > loss_disc_real_5: 0.2190401256084442 (0.20770385810265354) | > loss_0: 2.2326979637145996 (2.200434485097337) | > grad_norm_0: tensor(13.8452, device='cuda:0') (tensor(20.7593, device='cuda:0')) | > loss_gen: 2.7097373008728027 (2.768993344571854) | > loss_kl: 1.5366251468658447 (1.717057070700951) | > loss_feat: 7.56429386138916 (8.306063020151427) | > loss_mel: 12.039246559143066 (12.931985926783945) | > loss_duration: 1.5988502502441406 (1.6614714792740892) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.448753356933594 (27.385570875180314) | > grad_norm_1: tensor(233.1190, device='cuda:0') (tensor(352.2069, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.8417 (0.8665025931557798) | > loader_time: 0.0091 (0.010309979416965664)  --> TIME: 2025-05-12 03:28:15 -- STEP: 662/725 -- GLOBAL_STEP: 398150 | > loss_disc: 2.27919340133667 (2.201097511272776) | > loss_disc_real_0: 0.11364204436540604 (0.13560600691331495) | > loss_disc_real_1: 0.19861499965190887 (0.19088747262324451) | > loss_disc_real_2: 0.19603237509727478 (0.1887364399892325) | > loss_disc_real_3: 0.19760525226593018 (0.20529361222265716) | > loss_disc_real_4: 0.22724848985671997 (0.19465410106131686) | > loss_disc_real_5: 0.19634555280208588 (0.20765462132829193) | > loss_0: 2.27919340133667 (2.201097511272776) | > grad_norm_0: tensor(19.2681, device='cuda:0') (tensor(20.8635, device='cuda:0')) | > loss_gen: 2.805494785308838 (2.768983405882496) | > loss_kl: 1.7429159879684448 (1.7172283121466276) | > loss_feat: 7.483832836151123 (8.30118470321609) | > loss_mel: 12.01269245147705 (12.92480265770074) | > loss_duration: 1.6654220819473267 (1.661884175146455) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.710357666015625 (27.374083276961866) | > grad_norm_1: tensor(494.1606, device='cuda:0') (tensor(354.8873, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.9016 (0.8662184109500528) | > loader_time: 0.0101 (0.01031950953503751)  --> TIME: 2025-05-12 03:28:59 -- STEP: 712/725 -- GLOBAL_STEP: 398200 | > loss_disc: 2.015077590942383 (2.2012671086560482) | > loss_disc_real_0: 0.10203733295202255 (0.1357069017700434) | > loss_disc_real_1: 0.1739070862531662 (0.19095779582858086) | > loss_disc_real_2: 0.19005559384822845 (0.18879533044240449) | > loss_disc_real_3: 0.17239663004875183 (0.20519986459880737) | > loss_disc_real_4: 0.18155613541603088 (0.19476787670609663) | > loss_disc_real_5: 0.14934641122817993 (0.20752527997985984) | > loss_0: 2.015077590942383 (2.2012671086560482) | > grad_norm_0: tensor(20.4816, device='cuda:0') (tensor(21.0915, device='cuda:0')) | > loss_gen: 2.8325655460357666 (2.769976302813946) | > loss_kl: 1.8602689504623413 (1.7176374029577448) | > loss_feat: 9.06701374053955 (8.304940037513052) | > loss_mel: 14.322102546691895 (12.929165110159458) | > loss_duration: 1.6338679790496826 (1.661481272303657) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.715818405151367 (27.383200147178737) | > grad_norm_1: tensor(463.3964, device='cuda:0') (tensor(357.5140, device='cuda:0')) | > current_lr_0: 0.0001882345096370477 | > current_lr_1: 0.0001882345096370477 | > step_time: 0.835 (0.8661342028821453) | > loader_time: 0.01 (0.010330664642741181)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3165814876556396 (2.3165814876556396) | > loss_disc_real_0: 0.10560113191604614 (0.10560113191604614) | > loss_disc_real_1: 0.19803854823112488 (0.19803854823112488) | > loss_disc_real_2: 0.22552023828029633 (0.22552023828029633) | > loss_disc_real_3: 0.21832557022571564 (0.21832557022571564) | > loss_disc_real_4: 0.2241629660129547 (0.2241629660129547) | > loss_disc_real_5: 0.2737656235694885 (0.2737656235694885) | > loss_0: 2.3165814876556396 (2.3165814876556396) | > loss_gen: 2.549121618270874 (2.549121618270874) | > loss_kl: 2.00069522857666 (2.00069522857666) | > loss_feat: 8.259075164794922 (8.259075164794922) | > loss_mel: 14.231377601623535 (14.231377601623535) | > loss_duration: 1.7461185455322266 (1.7461185455322266) | > loss_1: 28.786388397216797 (28.786388397216797)  --> STEP: 1 | > loss_disc: 2.20961856842041 (2.20961856842041) | > loss_disc_real_0: 0.11477687954902649 (0.11477687954902649) | > loss_disc_real_1: 0.19604523479938507 (0.19604523479938507) | > loss_disc_real_2: 0.21093155443668365 (0.21093155443668365) | > loss_disc_real_3: 0.21651063859462738 (0.21651063859462738) | > loss_disc_real_4: 0.21398700773715973 (0.21398700773715973) | > loss_disc_real_5: 0.23540569841861725 (0.23540569841861725) | > loss_0: 2.20961856842041 (2.20961856842041) | > loss_gen: 2.694054126739502 (2.694054126739502) | > loss_kl: 2.1601970195770264 (2.1601970195770264) | > loss_feat: 8.97288990020752 (8.97288990020752) | > loss_mel: 14.086409568786621 (14.086409568786621) | > loss_duration: 1.8652071952819824 (1.8652071952819824) | > loss_1: 29.778759002685547 (29.778759002685547)  --> STEP: 2 | > loss_disc: 2.1523165702819824 (2.1809675693511963) | > loss_disc_real_0: 0.10270056873559952 (0.108738724142313) | > loss_disc_real_1: 0.19314715266227722 (0.19459619373083115) | > loss_disc_real_2: 0.21714824438095093 (0.2140398994088173) | > loss_disc_real_3: 0.2006562352180481 (0.20858343690633774) | > loss_disc_real_4: 0.20348523557186127 (0.2087361216545105) | > loss_disc_real_5: 0.25505301356315613 (0.2452293559908867) | > loss_0: 2.1523165702819824 (2.1809675693511963) | > loss_gen: 2.762850761413574 (2.728452444076538) | > loss_kl: 1.9005894660949707 (2.0303932428359985) | > loss_feat: 9.177261352539062 (9.075075626373291) | > loss_mel: 14.478520393371582 (14.282464981079102) | > loss_duration: 1.8802169561386108 (1.8727120757102966) | > loss_1: 30.199438095092773 (29.98909854888916)  --> STEP: 3 | > loss_disc: 2.411860942840576 (2.2579320271809897) | > loss_disc_real_0: 0.14010018110275269 (0.11919254312912624) | > loss_disc_real_1: 0.2240494191646576 (0.20441393554210663) | > loss_disc_real_2: 0.236854687333107 (0.22164482871691385) | > loss_disc_real_3: 0.221964031457901 (0.21304363509019217) | > loss_disc_real_4: 0.23226387798786163 (0.21657870709896088) | > loss_disc_real_5: 0.26657551527023315 (0.2523447424173355) | > loss_0: 2.411860942840576 (2.2579320271809897) | > loss_gen: 2.4732260704040527 (2.6433769861857095) | > loss_kl: 1.9546175003051758 (2.005134661992391) | > loss_feat: 6.846834659576416 (8.332328637441) | > loss_mel: 11.64651107788086 (13.403813680013021) | > loss_duration: 1.8445826768875122 (1.8633356094360352) | > loss_1: 24.76577377319336 (28.247990290323894)  --> STEP: 4 | > loss_disc: 2.2757816314697266 (2.262394428253174) | > loss_disc_real_0: 0.12303213030099869 (0.12015243992209435) | > loss_disc_real_1: 0.23014989495277405 (0.21084792539477348) | > loss_disc_real_2: 0.2104402631521225 (0.21884368732571602) | > loss_disc_real_3: 0.1916780173778534 (0.20770223066210747) | > loss_disc_real_4: 0.1971433013677597 (0.21171985566616058) | > loss_disc_real_5: 0.2712187170982361 (0.25706323608756065) | > loss_0: 2.2757816314697266 (2.262394428253174) | > loss_gen: 2.593461513519287 (2.630898118019104) | > loss_kl: 2.014397144317627 (2.0074502825737) | > loss_feat: 8.326927185058594 (8.330978274345398) | > loss_mel: 13.513794898986816 (13.43130898475647) | > loss_duration: 1.7668155431747437 (1.8392055928707123) | > loss_1: 28.215394973754883 (28.23984146118164) --> EVAL PERFORMANCE | > avg_loader_time: 0.32366853952407837 (+0.0009670257568359375) | > avg_loss_disc: 2.262394428253174 (-0.026403367519378662) | > avg_loss_disc_real_0: 0.12015243992209435 (-0.016863923519849777) | > avg_loss_disc_real_1: 0.21084792539477348 (+0.0036871768534183502) | > avg_loss_disc_real_2: 0.21884368732571602 (+0.043596066534519196) | > avg_loss_disc_real_3: 0.20770223066210747 (-0.028688788414001465) | > avg_loss_disc_real_4: 0.21171985566616058 (-0.052785180509090424) | > avg_loss_disc_real_5: 0.25706323608756065 (+0.019441336393356323) | > avg_loss_0: 2.262394428253174 (-0.026403367519378662) | > avg_loss_gen: 2.630898118019104 (-0.13201624155044556) | > avg_loss_kl: 2.0074502825737 (-0.08379659056663513) | > avg_loss_feat: 8.330978274345398 (-0.5971192121505737) | > avg_loss_mel: 13.43130898475647 (-0.9113948345184326) | > avg_loss_duration: 1.8392055928707123 (-0.011460751295089722) | > avg_loss_1: 28.23984146118164 (-1.7357878684997559)  > EPOCH: 486/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 03:29:17)   --> TIME: 2025-05-12 03:29:52 -- STEP: 37/725 -- GLOBAL_STEP: 398250 | > loss_disc: 2.2140896320343018 (2.192549415536829) | > loss_disc_real_0: 0.15455478429794312 (0.13702676364698926) | > loss_disc_real_1: 0.1787625402212143 (0.19033536234417478) | > loss_disc_real_2: 0.1607573926448822 (0.1885424352980949) | > loss_disc_real_3: 0.2006160169839859 (0.2037774952682289) | > loss_disc_real_4: 0.19136041402816772 (0.19316170747215683) | > loss_disc_real_5: 0.2352520227432251 (0.21004225515030525) | > loss_0: 2.2140896320343018 (2.192549415536829) | > grad_norm_0: tensor(33.3779, device='cuda:0') (tensor(20.7220, device='cuda:0')) | > loss_gen: 2.946542739868164 (2.7832419872283936) | > loss_kl: 1.6937477588653564 (1.7046760771725629) | > loss_feat: 10.372444152832031 (8.400808630762873) | > loss_mel: 13.811637878417969 (12.918705141222155) | > loss_duration: 1.6589405536651611 (1.660467318586401) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.483314514160156 (27.467899477159655) | > grad_norm_1: tensor(535.9893, device='cuda:0') (tensor(323.3080, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8647 (0.8683944843910836) | > loader_time: 0.0105 (0.011903266648988466)  --> TIME: 2025-05-12 03:30:36 -- STEP: 87/725 -- GLOBAL_STEP: 398300 | > loss_disc: 2.1487503051757812 (2.20397136951315) | > loss_disc_real_0: 0.09688054770231247 (0.13632913481915135) | > loss_disc_real_1: 0.18866048753261566 (0.1903928299059814) | > loss_disc_real_2: 0.1894027590751648 (0.18913063047261075) | > loss_disc_real_3: 0.17067764699459076 (0.20422284493501158) | > loss_disc_real_4: 0.18577706813812256 (0.19415426631083435) | > loss_disc_real_5: 0.16894419491291046 (0.2086030630202129) | > loss_0: 2.1487503051757812 (2.20397136951315) | > grad_norm_0: tensor(18.0048, device='cuda:0') (tensor(19.3974, device='cuda:0')) | > loss_gen: 2.775851249694824 (2.7525362694400477) | > loss_kl: 1.5982491970062256 (1.6860586678844758) | > loss_feat: 8.454069137573242 (8.222497704385342) | > loss_mel: 13.519676208496094 (12.84100192716752) | > loss_duration: 1.6425894498825073 (1.6615687416887832) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.990436553955078 (27.1636633379706) | > grad_norm_1: tensor(232.7742, device='cuda:0') (tensor(321.4515, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8378 (0.8677203079749798) | > loader_time: 0.0094 (0.011082671154504528)  --> TIME: 2025-05-12 03:31:20 -- STEP: 137/725 -- GLOBAL_STEP: 398350 | > loss_disc: 2.1675021648406982 (2.1981078812675747) | > loss_disc_real_0: 0.0765242874622345 (0.13612406499629479) | > loss_disc_real_1: 0.21068283915519714 (0.19040619021784655) | > loss_disc_real_2: 0.16732574999332428 (0.18815825520640742) | > loss_disc_real_3: 0.21056796610355377 (0.2039291268065028) | > loss_disc_real_4: 0.18367597460746765 (0.19403010824300948) | > loss_disc_real_5: 0.2227758765220642 (0.20837248568117184) | > loss_0: 2.1675021648406982 (2.1981078812675747) | > grad_norm_0: tensor(21.9458, device='cuda:0') (tensor(21.9375, device='cuda:0')) | > loss_gen: 2.7876946926116943 (2.7723135339082594) | > loss_kl: 1.7980371713638306 (1.6881378558430358) | > loss_feat: 9.21005630493164 (8.304506493310853) | > loss_mel: 13.081079483032227 (12.892815193120578) | > loss_duration: 1.6470047235488892 (1.661786780740223) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.52387237548828 (27.319559835169432) | > grad_norm_1: tensor(466.1474, device='cuda:0') (tensor(351.3940, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8324 (0.8673980096830939) | > loader_time: 0.0094 (0.010957201031872822)  --> TIME: 2025-05-12 03:32:04 -- STEP: 187/725 -- GLOBAL_STEP: 398400 | > loss_disc: 2.226841688156128 (2.1997833098957242) | > loss_disc_real_0: 0.17923784255981445 (0.13588494815450314) | > loss_disc_real_1: 0.15911361575126648 (0.1904909193197036) | > loss_disc_real_2: 0.17278826236724854 (0.18862210724124295) | > loss_disc_real_3: 0.20068307220935822 (0.20426909211166405) | > loss_disc_real_4: 0.181473508477211 (0.1942331732753764) | > loss_disc_real_5: 0.24649101495742798 (0.20881420605004153) | > loss_0: 2.226841688156128 (2.1997833098957242) | > grad_norm_0: tensor(21.2939, device='cuda:0') (tensor(21.7302, device='cuda:0')) | > loss_gen: 2.6866495609283447 (2.769956577270426) | > loss_kl: 1.6863850355148315 (1.696872011225491) | > loss_feat: 8.506686210632324 (8.326724970404475) | > loss_mel: 13.138221740722656 (12.876535578845017) | > loss_duration: 1.6730537414550781 (1.6624952561077586) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.690996170043945 (27.33258442190241) | > grad_norm_1: tensor(62.7828, device='cuda:0') (tensor(353.0292, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8754 (0.8667316258272385) | > loader_time: 0.0149 (0.01086221404254118)  --> TIME: 2025-05-12 03:32:48 -- STEP: 237/725 -- GLOBAL_STEP: 398450 | > loss_disc: 2.1319937705993652 (2.19806341984101) | > loss_disc_real_0: 0.16603921353816986 (0.13582888883754685) | > loss_disc_real_1: 0.19088886678218842 (0.19026725924719234) | > loss_disc_real_2: 0.1945345401763916 (0.18832016047797626) | > loss_disc_real_3: 0.18900451064109802 (0.20418763783159138) | > loss_disc_real_4: 0.1873881220817566 (0.19434496798092807) | > loss_disc_real_5: 0.20918434858322144 (0.20859992975675606) | > loss_0: 2.1319937705993652 (2.19806341984101) | > grad_norm_0: tensor(26.0719, device='cuda:0') (tensor(20.7927, device='cuda:0')) | > loss_gen: 2.8450229167938232 (2.7695906594835757) | > loss_kl: 2.072011947631836 (1.6997118604837085) | > loss_feat: 8.83997917175293 (8.349413105204137) | > loss_mel: 13.623418807983398 (12.926951030135656) | > loss_duration: 1.6430535316467285 (1.6631347911770333) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.02348518371582 (27.40880150131032) | > grad_norm_1: tensor(308.5958, device='cuda:0') (tensor(326.0515, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8218 (0.8668134886504225) | > loader_time: 0.0102 (0.010759668511177418)  --> TIME: 2025-05-12 03:33:32 -- STEP: 287/725 -- GLOBAL_STEP: 398500 | > loss_disc: 2.284740924835205 (2.2018861022975798) | > loss_disc_real_0: 0.16734737157821655 (0.13653394585079445) | > loss_disc_real_1: 0.21159812808036804 (0.19071669876575467) | > loss_disc_real_2: 0.23371675610542297 (0.18872031548712728) | > loss_disc_real_3: 0.21227823197841644 (0.20426495482281948) | > loss_disc_real_4: 0.19085964560508728 (0.19440428699765885) | > loss_disc_real_5: 0.2225257158279419 (0.20925014011743595) | > loss_0: 2.284740924835205 (2.2018861022975798) | > grad_norm_0: tensor(29.2900, device='cuda:0') (tensor(20.5669, device='cuda:0')) | > loss_gen: 2.5593318939208984 (2.7659642023491933) | > loss_kl: 1.4540886878967285 (1.69745110593191) | > loss_feat: 8.610284805297852 (8.328543814217173) | > loss_mel: 13.183670043945312 (12.923409033320091) | > loss_duration: 1.6744287014007568 (1.6626109462166496) | > amp_scaler: 256.0 (138.70383275261324) | > loss_1: 27.48180389404297 (27.37797914564817) | > grad_norm_1: tensor(253.8840, device='cuda:0') (tensor(325.2767, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.819 (0.8651623484980354) | > loader_time: 0.01 (0.010640927723475864)  --> TIME: 2025-05-12 03:34:15 -- STEP: 337/725 -- GLOBAL_STEP: 398550 | > loss_disc: 2.1373581886291504 (2.2012238849164474) | > loss_disc_real_0: 0.09488588571548462 (0.13659890694681917) | > loss_disc_real_1: 0.18535473942756653 (0.1908251674132814) | > loss_disc_real_2: 0.1689276248216629 (0.18856987109523848) | > loss_disc_real_3: 0.1899033933877945 (0.20411138979369883) | > loss_disc_real_4: 0.18918104469776154 (0.19410958085817107) | > loss_disc_real_5: 0.20208314061164856 (0.2089383025551409) | > loss_0: 2.1373581886291504 (2.2012238849164474) | > grad_norm_0: tensor(24.4897, device='cuda:0') (tensor(20.5616, device='cuda:0')) | > loss_gen: 2.719174385070801 (2.7643625219780903) | > loss_kl: 1.926810622215271 (1.694465144805455) | > loss_feat: 8.826882362365723 (8.312989932493219) | > loss_mel: 13.26681900024414 (12.89444453072477) | > loss_duration: 1.6460726261138916 (1.6616207251562916) | > amp_scaler: 256.0 (156.106824925816) | > loss_1: 28.385757446289062 (27.32788289689876) | > grad_norm_1: tensor(447.6405, device='cuda:0') (tensor(326.7374, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8939 (0.8648358006859391) | > loader_time: 0.0118 (0.010587272728939792)  --> TIME: 2025-05-12 03:35:00 -- STEP: 387/725 -- GLOBAL_STEP: 398600 | > loss_disc: 2.2646665573120117 (2.1978311705034828) | > loss_disc_real_0: 0.19265010952949524 (0.1361483270037699) | > loss_disc_real_1: 0.18989819288253784 (0.19050691790821017) | > loss_disc_real_2: 0.19985079765319824 (0.18834531753870248) | > loss_disc_real_3: 0.20429620146751404 (0.20409613100749274) | > loss_disc_real_4: 0.19340616464614868 (0.19369630684994288) | > loss_disc_real_5: 0.19229112565517426 (0.20886533478279762) | > loss_0: 2.2646665573120117 (2.1978311705034828) | > grad_norm_0: tensor(31.7863, device='cuda:0') (tensor(20.3775, device='cuda:0')) | > loss_gen: 2.6626222133636475 (2.7688886885187114) | > loss_kl: 1.555507779121399 (1.7015764750251472) | > loss_feat: 7.556417465209961 (8.31746315032013) | > loss_mel: 12.87451457977295 (12.914298414875987) | > loss_duration: 1.7307460308074951 (1.661740739216176) | > amp_scaler: 256.0 (169.0129198966408) | > loss_1: 26.379806518554688 (27.363967511080958) | > grad_norm_1: tensor(517.0878, device='cuda:0') (tensor(329.0361, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8907 (0.8663770511784911) | > loader_time: 0.0122 (0.010515955991523206)  --> TIME: 2025-05-12 03:35:44 -- STEP: 437/725 -- GLOBAL_STEP: 398650 | > loss_disc: 2.018315315246582 (2.198220143874668) | > loss_disc_real_0: 0.16618573665618896 (0.13613555377489914) | > loss_disc_real_1: 0.19484446942806244 (0.19048223209735732) | > loss_disc_real_2: 0.1924849897623062 (0.18838536469969103) | > loss_disc_real_3: 0.1478690356016159 (0.20403376136409884) | > loss_disc_real_4: 0.160257026553154 (0.1938862793096415) | > loss_disc_real_5: 0.17653301358222961 (0.208546435123723) | > loss_0: 2.018315315246582 (2.198220143874668) | > grad_norm_0: tensor(33.5074, device='cuda:0') (tensor(20.1834, device='cuda:0')) | > loss_gen: 2.905374526977539 (2.769136543950445) | > loss_kl: 1.7441850900650024 (1.6983490887713921) | > loss_feat: 10.068220138549805 (8.30942967718199) | > loss_mel: 15.184600830078125 (12.90890736219812) | > loss_duration: 1.623992919921875 (1.6613857964356376) | > amp_scaler: 256.0 (178.96567505720822) | > loss_1: 31.5263729095459 (27.347208498817288) | > grad_norm_1: tensor(349.6528, device='cuda:0') (tensor(325.5851, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8928 (0.8657543970190961) | > loader_time: 0.0095 (0.010454182766667762)  --> TIME: 2025-05-12 03:36:28 -- STEP: 487/725 -- GLOBAL_STEP: 398700 | > loss_disc: 2.192319631576538 (2.1987358480997887) | > loss_disc_real_0: 0.136149600148201 (0.13614665048323119) | > loss_disc_real_1: 0.1680498868227005 (0.19059347720851155) | > loss_disc_real_2: 0.18051229417324066 (0.18843967606766754) | > loss_disc_real_3: 0.20247502624988556 (0.20443212646356113) | > loss_disc_real_4: 0.17057889699935913 (0.19403108645391165) | > loss_disc_real_5: 0.19847539067268372 (0.2084176247247191) | > loss_0: 2.192319631576538 (2.1987358480997887) | > grad_norm_0: tensor(9.9865, device='cuda:0') (tensor(20.0110, device='cuda:0')) | > loss_gen: 2.4977915287017822 (2.7684793413542135) | > loss_kl: 1.7294210195541382 (1.7000298637139477) | > loss_feat: 8.130200386047363 (8.305083462834608) | > loss_mel: 12.060942649841309 (12.907592988846483) | > loss_duration: 1.6458172798156738 (1.6615476375732579) | > amp_scaler: 256.0 (186.87474332648867) | > loss_1: 26.064170837402344 (27.342733340096913) | > grad_norm_1: tensor(275.1368, device='cuda:0') (tensor(324.1237, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8288 (0.8654436893776457) | > loader_time: 0.0097 (0.010456383840259337)  --> TIME: 2025-05-12 03:37:12 -- STEP: 537/725 -- GLOBAL_STEP: 398750 | > loss_disc: 1.963951587677002 (2.196184747489915) | > loss_disc_real_0: 0.0945345088839531 (0.13601569334665925) | > loss_disc_real_1: 0.18153852224349976 (0.19037006631687814) | > loss_disc_real_2: 0.16112370789051056 (0.18844188710941723) | > loss_disc_real_3: 0.19846054911613464 (0.2041552887615545) | > loss_disc_real_4: 0.16692562401294708 (0.1937036732388608) | > loss_disc_real_5: 0.20271876454353333 (0.20800911017747353) | > loss_0: 1.963951587677002 (2.196184747489915) | > grad_norm_0: tensor(29.6974, device='cuda:0') (tensor(19.8899, device='cuda:0')) | > loss_gen: 3.122805118560791 (2.771466000342058) | > loss_kl: 1.587566614151001 (1.6981767560294663) | > loss_feat: 10.129219055175781 (8.32463470118006) | > loss_mel: 14.516325950622559 (12.934096869143694) | > loss_duration: 1.7005980014801025 (1.6622094275565122) | > amp_scaler: 256.0 (193.31098696461822) | > loss_1: 31.056514739990234 (27.39058379842805) | > grad_norm_1: tensor(536.6244, device='cuda:0') (tensor(323.3478, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8577 (0.8650052915960272) | > loader_time: 0.0098 (0.010409448399890065)  --> TIME: 2025-05-12 03:37:55 -- STEP: 587/725 -- GLOBAL_STEP: 398800 | > loss_disc: 2.1826276779174805 (2.1944634236103426) | > loss_disc_real_0: 0.12319637835025787 (0.13544159044957443) | > loss_disc_real_1: 0.17746590077877045 (0.19024159674242364) | > loss_disc_real_2: 0.18480348587036133 (0.18860479399841132) | > loss_disc_real_3: 0.21653614938259125 (0.20397632374877214) | > loss_disc_real_4: 0.1909322440624237 (0.19378658339660454) | > loss_disc_real_5: 0.25698453187942505 (0.2077172278748664) | > loss_0: 2.1826276779174805 (2.1944634236103426) | > grad_norm_0: tensor(16.8833, device='cuda:0') (tensor(20.0198, device='cuda:0')) | > loss_gen: 2.8416225910186768 (2.7751358863239193) | > loss_kl: 1.7130593061447144 (1.6981644614185547) | > loss_feat: 8.539934158325195 (8.33904831657215) | > loss_mel: 13.157349586486816 (12.955597911620261) | > loss_duration: 1.6378133296966553 (1.661609435609496) | > amp_scaler: 256.0 (198.65076660988066) | > loss_1: 27.889780044555664 (27.429556055410167) | > grad_norm_1: tensor(493.4998, device='cuda:0') (tensor(325.5742, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8903 (0.8647122155665538) | > loader_time: 0.0112 (0.01041136892731388)  --> TIME: 2025-05-12 03:38:39 -- STEP: 637/725 -- GLOBAL_STEP: 398850 | > loss_disc: 2.2490644454956055 (2.192939251708086) | > loss_disc_real_0: 0.11681531369686127 (0.13471105008194545) | > loss_disc_real_1: 0.2005426436662674 (0.19024850622263959) | > loss_disc_real_2: 0.17599834501743317 (0.18862587379604548) | > loss_disc_real_3: 0.20113500952720642 (0.20391520036726588) | > loss_disc_real_4: 0.1833069771528244 (0.19365037951963474) | > loss_disc_real_5: 0.21745385229587555 (0.2075162845980991) | > loss_0: 2.2490644454956055 (2.192939251708086) | > grad_norm_0: tensor(27.9310, device='cuda:0') (tensor(19.8880, device='cuda:0')) | > loss_gen: 2.671327590942383 (2.776341290825763) | > loss_kl: 1.7295665740966797 (1.7004773296778397) | > loss_feat: 8.005034446716309 (8.346839504301839) | > loss_mel: 12.460872650146484 (12.96074189196576) | > loss_duration: 1.6325923204421997 (1.6613955696111948) | > amp_scaler: 256.0 (203.15227629513333) | > loss_1: 26.499393463134766 (27.445795631109288) | > grad_norm_1: tensor(456.4321, device='cuda:0') (tensor(327.5615, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8619 (0.8647540644910682) | > loader_time: 0.0094 (0.01037481516085015)  --> TIME: 2025-05-12 03:39:23 -- STEP: 687/725 -- GLOBAL_STEP: 398900 | > loss_disc: 2.2722134590148926 (2.1946323266716505) | > loss_disc_real_0: 0.21255135536193848 (0.13509426915576192) | > loss_disc_real_1: 0.17687170207500458 (0.19029266344928325) | > loss_disc_real_2: 0.1983126699924469 (0.18881540169622196) | > loss_disc_real_3: 0.2182261049747467 (0.20389636778415035) | > loss_disc_real_4: 0.19061797857284546 (0.19374870872219913) | > loss_disc_real_5: 0.18732132017612457 (0.20750312986505787) | > loss_0: 2.2722134590148926 (2.1946323266716505) | > grad_norm_0: tensor(28.5198, device='cuda:0') (tensor(20.1856, device='cuda:0')) | > loss_gen: 2.775277614593506 (2.7756401517332185) | > loss_kl: 1.8298430442810059 (1.702870967433269) | > loss_feat: 8.263151168823242 (8.330151748796045) | > loss_mel: 12.40402889251709 (12.94320359153692) | > loss_duration: 1.6527221202850342 (1.6614279484991774) | > amp_scaler: 256.0 (206.99854439592417) | > loss_1: 26.925024032592773 (27.41329445207312) | > grad_norm_1: tensor(268.9917, device='cuda:0') (tensor(331.6749, device='cuda:0')) | > current_lr_0: 0.00018821098032334305 | > current_lr_1: 0.00018821098032334305 | > step_time: 0.8924 (0.8643404649681745) | > loader_time: 0.0115 (0.010336216533721966)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.189268112182617 (2.189268112182617) | > loss_disc_real_0: 0.10449172556400299 (0.10449172556400299) | > loss_disc_real_1: 0.1869189292192459 (0.1869189292192459) | > loss_disc_real_2: 0.15193170309066772 (0.15193170309066772) | > loss_disc_real_3: 0.19793438911437988 (0.19793438911437988) | > loss_disc_real_4: 0.21499180793762207 (0.21499180793762207) | > loss_disc_real_5: 0.26055216789245605 (0.26055216789245605) | > loss_0: 2.189268112182617 (2.189268112182617) | > loss_gen: 2.652043104171753 (2.652043104171753) | > loss_kl: 2.237602710723877 (2.237602710723877) | > loss_feat: 8.810751914978027 (8.810751914978027) | > loss_mel: 14.534390449523926 (14.534390449523926) | > loss_duration: 1.7369420528411865 (1.7369420528411865) | > loss_1: 29.971729278564453 (29.971729278564453)  --> STEP: 1 | > loss_disc: 2.342287540435791 (2.342287540435791) | > loss_disc_real_0: 0.12843656539916992 (0.12843656539916992) | > loss_disc_real_1: 0.19750303030014038 (0.19750303030014038) | > loss_disc_real_2: 0.18069805204868317 (0.18069805204868317) | > loss_disc_real_3: 0.20664428174495697 (0.20664428174495697) | > loss_disc_real_4: 0.2154877632856369 (0.2154877632856369) | > loss_disc_real_5: 0.23185019195079803 (0.23185019195079803) | > loss_0: 2.342287540435791 (2.342287540435791) | > loss_gen: 2.4550583362579346 (2.4550583362579346) | > loss_kl: 1.934919834136963 (1.934919834136963) | > loss_feat: 7.559310436248779 (7.559310436248779) | > loss_mel: 12.751590728759766 (12.751590728759766) | > loss_duration: 1.872068166732788 (1.872068166732788) | > loss_1: 26.572948455810547 (26.572948455810547)  --> STEP: 2 | > loss_disc: 2.265139102935791 (2.303713321685791) | > loss_disc_real_0: 0.12498538941144943 (0.12671097740530968) | > loss_disc_real_1: 0.1962687075138092 (0.1968858689069748) | > loss_disc_real_2: 0.18735258281230927 (0.18402531743049622) | > loss_disc_real_3: 0.19049188494682312 (0.19856808334589005) | > loss_disc_real_4: 0.21408489346504211 (0.2147863283753395) | > loss_disc_real_5: 0.1974848359823227 (0.21466751396656036) | > loss_0: 2.265139102935791 (2.303713321685791) | > loss_gen: 2.4659600257873535 (2.460509181022644) | > loss_kl: 2.0321998596191406 (1.9835598468780518) | > loss_feat: 8.310068130493164 (7.934689283370972) | > loss_mel: 12.746171951293945 (12.748881340026855) | > loss_duration: 1.8892505168914795 (1.8806593418121338) | > loss_1: 27.443649291992188 (27.008298873901367)  --> STEP: 3 | > loss_disc: 2.330329656600952 (2.312585433324178) | > loss_disc_real_0: 0.1294018030166626 (0.12760791927576065) | > loss_disc_real_1: 0.2024669647216797 (0.1987462341785431) | > loss_disc_real_2: 0.1825331449508667 (0.18352792660395303) | > loss_disc_real_3: 0.21542750298976898 (0.2041878898938497) | > loss_disc_real_4: 0.2220468372106552 (0.21720649798711142) | > loss_disc_real_5: 0.22037534415721893 (0.21657012403011322) | > loss_0: 2.330329656600952 (2.312585433324178) | > loss_gen: 2.448314905166626 (2.456444422403971) | > loss_kl: 1.8636164665222168 (1.9435787200927734) | > loss_feat: 6.999486446380615 (7.6229550043741865) | > loss_mel: 12.024334907531738 (12.507365862528482) | > loss_duration: 1.848428726196289 (1.8699158032735188) | > loss_1: 25.184181213378906 (26.400259653727215)  --> STEP: 4 | > loss_disc: 2.0930659770965576 (2.257705569267273) | > loss_disc_real_0: 0.1103009358048439 (0.12328117340803146) | > loss_disc_real_1: 0.17810407280921936 (0.19358569383621216) | > loss_disc_real_2: 0.1332905888557434 (0.17096859216690063) | > loss_disc_real_3: 0.20340344309806824 (0.20399177819490433) | > loss_disc_real_4: 0.19857992231845856 (0.2125498540699482) | > loss_disc_real_5: 0.22698020935058594 (0.2191726453602314) | > loss_0: 2.0930659770965576 (2.257705569267273) | > loss_gen: 2.7803006172180176 (2.537408471107483) | > loss_kl: 1.8056540489196777 (1.9090975522994995) | > loss_feat: 11.005569458007812 (8.468608617782593) | > loss_mel: 15.907154083251953 (13.35731291770935) | > loss_duration: 1.7973482608795166 (1.8517739176750183) | > loss_1: 33.29602813720703 (28.124201774597168) --> EVAL PERFORMANCE | > avg_loader_time: 0.32379162311553955 (+0.00012308359146118164) | > avg_loss_disc: 2.257705569267273 (-0.004688858985900879) | > avg_loss_disc_real_0: 0.12328117340803146 (+0.0031287334859371185) | > avg_loss_disc_real_1: 0.19358569383621216 (-0.017262231558561325) | > avg_loss_disc_real_2: 0.17096859216690063 (-0.047875095158815384) | > avg_loss_disc_real_3: 0.20399177819490433 (-0.0037104524672031403) | > avg_loss_disc_real_4: 0.2125498540699482 (+0.0008299984037876129) | > avg_loss_disc_real_5: 0.2191726453602314 (-0.037890590727329254) | > avg_loss_0: 2.257705569267273 (-0.004688858985900879) | > avg_loss_gen: 2.537408471107483 (-0.0934896469116211) | > avg_loss_kl: 1.9090975522994995 (-0.09835273027420044) | > avg_loss_feat: 8.468608617782593 (+0.13763034343719482) | > avg_loss_mel: 13.35731291770935 (-0.07399606704711914) | > avg_loss_duration: 1.8517739176750183 (+0.01256832480430603) | > avg_loss_1: 28.124201774597168 (-0.11563968658447266)  > EPOCH: 487/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 03:40:03)   --> TIME: 2025-05-12 03:40:15 -- STEP: 12/725 -- GLOBAL_STEP: 398950 | > loss_disc: 2.133289337158203 (2.1938129663467407) | > loss_disc_real_0: 0.10240335762500763 (0.133462052171429) | > loss_disc_real_1: 0.1832255870103836 (0.191750297943751) | > loss_disc_real_2: 0.19135726988315582 (0.1947666791578134) | > loss_disc_real_3: 0.2080099731683731 (0.20249511549870172) | > loss_disc_real_4: 0.20728561282157898 (0.1948282023270925) | > loss_disc_real_5: 0.17452414333820343 (0.21267430111765862) | > loss_0: 2.133289337158203 (2.1938129663467407) | > grad_norm_0: tensor(22.0118, device='cuda:0') (tensor(21.7128, device='cuda:0')) | > loss_gen: 2.9088759422302246 (2.785988450050354) | > loss_kl: 1.7009981870651245 (1.726263403892517) | > loss_feat: 9.243371963500977 (8.177278637886047) | > loss_mel: 13.156732559204102 (13.083228826522827) | > loss_duration: 1.6926336288452148 (1.659853994846344) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.702613830566406 (27.432613213857014) | > grad_norm_1: tensor(442.7607, device='cuda:0') (tensor(338.6049, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.845 (0.84502245982488) | > loader_time: 0.0091 (0.010138491789499918)  --> TIME: 2025-05-12 03:41:00 -- STEP: 62/725 -- GLOBAL_STEP: 399000 | > loss_disc: 2.15804123878479 (2.1891979171383764) | > loss_disc_real_0: 0.11895908415317535 (0.13233094313933005) | > loss_disc_real_1: 0.16353538632392883 (0.18943872591180186) | > loss_disc_real_2: 0.20712855458259583 (0.18876387515375692) | > loss_disc_real_3: 0.21946583688259125 (0.2043156722380269) | > loss_disc_real_4: 0.18706348538398743 (0.19402556289588252) | > loss_disc_real_5: 0.19673769176006317 (0.20702466464811756) | > loss_0: 2.15804123878479 (2.1891979171383764) | > grad_norm_0: tensor(28.7273, device='cuda:0') (tensor(21.9652, device='cuda:0')) | > loss_gen: 2.7846925258636475 (2.791476761141131) | > loss_kl: 1.687975525856018 (1.7155953357296605) | > loss_feat: 8.503812789916992 (8.44963540569428) | > loss_mel: 13.982291221618652 (13.063229222451486) | > loss_duration: 1.7132375240325928 (1.6591120977555551) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.67201042175293 (27.679048938135946) | > grad_norm_1: tensor(268.5671, device='cuda:0') (tensor(357.6925, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8485 (0.8628860904324439) | > loader_time: 0.0127 (0.010257570974288453) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_399000.pth  --> TIME: 2025-05-12 03:41:47 -- STEP: 112/725 -- GLOBAL_STEP: 399050 | > loss_disc: 2.2387490272521973 (2.188011701617922) | > loss_disc_real_0: 0.22049173712730408 (0.13395344392795652) | > loss_disc_real_1: 0.17848192155361176 (0.18839808367192745) | > loss_disc_real_2: 0.19025254249572754 (0.18744402831154217) | > loss_disc_real_3: 0.2041042149066925 (0.20500634983181953) | > loss_disc_real_4: 0.1898837387561798 (0.192720142858369) | > loss_disc_real_5: 0.2075580656528473 (0.20697877742350101) | > loss_0: 2.2387490272521973 (2.188011701617922) | > grad_norm_0: tensor(24.2053, device='cuda:0') (tensor(23.0536, device='cuda:0')) | > loss_gen: 2.777080535888672 (2.7938305820737566) | > loss_kl: 1.4688160419464111 (1.7175540657980102) | > loss_feat: 7.9133477210998535 (8.381707608699795) | > loss_mel: 12.946390151977539 (12.923813802855355) | > loss_duration: 1.6598198413848877 (1.6619602260845048) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.76545524597168 (27.478866304670067) | > grad_norm_1: tensor(162.9053, device='cuda:0') (tensor(367.2172, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8322 (0.8646918662956783) | > loader_time: 0.0096 (0.010291248559951787)  --> TIME: 2025-05-12 03:42:30 -- STEP: 162/725 -- GLOBAL_STEP: 399100 | > loss_disc: 2.236187219619751 (2.1850912379629817) | > loss_disc_real_0: 0.11471641808748245 (0.13296678344960572) | > loss_disc_real_1: 0.17950376868247986 (0.18831651722207474) | > loss_disc_real_2: 0.20978817343711853 (0.18728863760645012) | > loss_disc_real_3: 0.19962793588638306 (0.20503381078625907) | > loss_disc_real_4: 0.19408605992794037 (0.19291692981381475) | > loss_disc_real_5: 0.23404856026172638 (0.20653408609422635) | > loss_0: 2.236187219619751 (2.1850912379629817) | > grad_norm_0: tensor(11.0202, device='cuda:0') (tensor(23.2626, device='cuda:0')) | > loss_gen: 2.7148423194885254 (2.7969759452490157) | > loss_kl: 1.750629186630249 (1.7102092732617884) | > loss_feat: 7.654947757720947 (8.43480265876393) | > loss_mel: 12.003798484802246 (12.939966119365927) | > loss_duration: 1.6218616962432861 (1.6621694226323827) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.746078491210938 (27.544123496538333) | > grad_norm_1: tensor(97.4785, device='cuda:0') (tensor(377.6514, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8532 (0.861548654827071) | > loader_time: 0.0096 (0.010215148513699758)  --> TIME: 2025-05-12 03:43:14 -- STEP: 212/725 -- GLOBAL_STEP: 399150 | > loss_disc: 2.0395069122314453 (2.188076796396723) | > loss_disc_real_0: 0.12338434904813766 (0.13346156653649402) | > loss_disc_real_1: 0.1875954270362854 (0.18908151646829993) | > loss_disc_real_2: 0.1639203280210495 (0.18741739203907415) | > loss_disc_real_3: 0.241746723651886 (0.20522070148924615) | > loss_disc_real_4: 0.19088223576545715 (0.1934309814757896) | > loss_disc_real_5: 0.19430221617221832 (0.2063640334977294) | > loss_0: 2.0395069122314453 (2.188076796396723) | > grad_norm_0: tensor(27.4448, device='cuda:0') (tensor(22.8352, device='cuda:0')) | > loss_gen: 3.0262672901153564 (2.7922382051090024) | > loss_kl: 1.6614679098129272 (1.7158408732909076) | > loss_feat: 10.091123580932617 (8.422611299550756) | > loss_mel: 14.65626335144043 (12.94078573190941) | > loss_duration: 1.6758339405059814 (1.662555127211337) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.110958099365234 (27.534031247192964) | > grad_norm_1: tensor(536.4481, device='cuda:0') (tensor(376.8727, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8529 (0.8629141506159081) | > loader_time: 0.0103 (0.010236980780115668)  --> TIME: 2025-05-12 03:43:58 -- STEP: 262/725 -- GLOBAL_STEP: 399200 | > loss_disc: 2.3283276557922363 (2.191988680198901) | > loss_disc_real_0: 0.132198765873909 (0.1336093829617701) | > loss_disc_real_1: 0.17403416335582733 (0.1895270809417462) | > loss_disc_real_2: 0.18825456500053406 (0.1876442041105897) | > loss_disc_real_3: 0.22019711136817932 (0.20511320580280468) | > loss_disc_real_4: 0.21074871718883514 (0.1935896165384591) | > loss_disc_real_5: 0.22360004484653473 (0.20751139430599358) | > loss_0: 2.3283276557922363 (2.191988680198901) | > grad_norm_0: tensor(13.6451, device='cuda:0') (tensor(21.6626, device='cuda:0')) | > loss_gen: 2.594233989715576 (2.782095851788994) | > loss_kl: 1.8329155445098877 (1.7233250987438755) | > loss_feat: 6.751113414764404 (8.399254107293283) | > loss_mel: 12.024076461791992 (12.945104522559479) | > loss_duration: 1.6748265027999878 (1.6633235056891698) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.877164840698242 (27.513103128389552) | > grad_norm_1: tensor(180.2704, device='cuda:0') (tensor(359.7418, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8915 (0.861949677685745) | > loader_time: 0.0102 (0.010216264324333832)  --> TIME: 2025-05-12 03:44:42 -- STEP: 312/725 -- GLOBAL_STEP: 399250 | > loss_disc: 2.166710138320923 (2.196524950174185) | > loss_disc_real_0: 0.11381006985902786 (0.13511033346637702) | > loss_disc_real_1: 0.162191703915596 (0.19010449243852717) | > loss_disc_real_2: 0.18737879395484924 (0.18806602968237351) | > loss_disc_real_3: 0.22635427117347717 (0.20538419537628308) | > loss_disc_real_4: 0.1882147639989853 (0.1938024260199223) | > loss_disc_real_5: 0.2320127934217453 (0.2074435101583218) | > loss_0: 2.166710138320923 (2.196524950174185) | > grad_norm_0: tensor(12.8506, device='cuda:0') (tensor(21.8051, device='cuda:0')) | > loss_gen: 2.699763298034668 (2.7763956991525784) | > loss_kl: 1.5685523748397827 (1.7224353624460025) | > loss_feat: 8.825815200805664 (8.344378731189625) | > loss_mel: 14.142045974731445 (12.910496503878857) | > loss_duration: 1.643951416015625 (1.6624912164914305) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.880126953125 (27.41619752614926) | > grad_norm_1: tensor(301.4440, device='cuda:0') (tensor(356.0373, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8535 (0.8612323479774671) | > loader_time: 0.0101 (0.010218608073699172)  --> TIME: 2025-05-12 03:45:25 -- STEP: 362/725 -- GLOBAL_STEP: 399300 | > loss_disc: 2.2237017154693604 (2.1988884388412546) | > loss_disc_real_0: 0.1368497908115387 (0.13543216575410486) | > loss_disc_real_1: 0.18663376569747925 (0.19013549301011778) | > loss_disc_real_2: 0.2036305069923401 (0.18842275518903423) | > loss_disc_real_3: 0.21820251643657684 (0.20517763013833135) | > loss_disc_real_4: 0.17720824480056763 (0.19410720644570187) | > loss_disc_real_5: 0.2184385508298874 (0.20743590770340756) | > loss_0: 2.2237017154693604 (2.1988884388412546) | > grad_norm_0: tensor(12.5490, device='cuda:0') (tensor(21.3629, device='cuda:0')) | > loss_gen: 2.892050266265869 (2.768864096857565) | > loss_kl: 1.8384793996810913 (1.7189043661507453) | > loss_feat: 8.529973983764648 (8.31249487070747) | > loss_mel: 13.053995132446289 (12.88821739386458) | > loss_duration: 1.5927234888076782 (1.661559576158366) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.9072208404541 (27.350040298799126) | > grad_norm_1: tensor(219.7745, device='cuda:0') (tensor(346.6596, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8663 (0.8613795733583566) | > loader_time: 0.0115 (0.010227009736371966)  --> TIME: 2025-05-12 03:46:09 -- STEP: 412/725 -- GLOBAL_STEP: 399350 | > loss_disc: 2.2995495796203613 (2.1992564583287644) | > loss_disc_real_0: 0.15715660154819489 (0.13516203798715345) | > loss_disc_real_1: 0.20183584094047546 (0.19025222928199947) | > loss_disc_real_2: 0.22801335155963898 (0.18850621490657915) | > loss_disc_real_3: 0.21253620088100433 (0.20525630809439038) | > loss_disc_real_4: 0.21485571563243866 (0.19425210425431289) | > loss_disc_real_5: 0.21732351183891296 (0.20773014046468782) | > loss_0: 2.2995495796203613 (2.1992564583287644) | > grad_norm_0: tensor(21.8798, device='cuda:0') (tensor(20.8293, device='cuda:0')) | > loss_gen: 2.6890552043914795 (2.766083527537224) | > loss_kl: 1.795749545097351 (1.7190580006363323) | > loss_feat: 7.919772148132324 (8.291443656949156) | > loss_mel: 12.526272773742676 (12.875275026247335) | > loss_duration: 1.6656792163848877 (1.6619975451126843) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.596529006958008 (27.313857763716317) | > grad_norm_1: tensor(248.1222, device='cuda:0') (tensor(337.3775, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8731 (0.8617097758552403) | > loader_time: 0.0099 (0.01028402395618772)  --> TIME: 2025-05-12 03:46:53 -- STEP: 462/725 -- GLOBAL_STEP: 399400 | > loss_disc: 2.1551599502563477 (2.198799788177786) | > loss_disc_real_0: 0.13228730857372284 (0.13457231246160728) | > loss_disc_real_1: 0.17150487005710602 (0.19034056423546425) | > loss_disc_real_2: 0.19958464801311493 (0.188510522472136) | > loss_disc_real_3: 0.1500830352306366 (0.20513572498704447) | > loss_disc_real_4: 0.1721334308385849 (0.19418604081714308) | > loss_disc_real_5: 0.17854607105255127 (0.20814184989635046) | > loss_0: 2.1551599502563477 (2.198799788177786) | > grad_norm_0: tensor(23.8840, device='cuda:0') (tensor(20.7608, device='cuda:0')) | > loss_gen: 2.6897339820861816 (2.767469502630687) | > loss_kl: 1.590630292892456 (1.716946973171069) | > loss_feat: 8.591779708862305 (8.302317299368061) | > loss_mel: 12.718001365661621 (12.890356524166087) | > loss_duration: 1.6859099864959717 (1.6619139202745448) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.27605438232422 (27.339004206967044) | > grad_norm_1: tensor(426.4348, device='cuda:0') (tensor(338.4743, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.808 (0.8608848878315517) | > loader_time: 0.0125 (0.010306534313020251)  --> TIME: 2025-05-12 03:47:37 -- STEP: 512/725 -- GLOBAL_STEP: 399450 | > loss_disc: 2.1422128677368164 (2.1989844641648215) | > loss_disc_real_0: 0.11319969594478607 (0.13473596502444696) | > loss_disc_real_1: 0.20396624505519867 (0.19071331393206487) | > loss_disc_real_2: 0.18714134395122528 (0.18846006595413206) | > loss_disc_real_3: 0.14980548620224 (0.2049225871451199) | > loss_disc_real_4: 0.17892836034297943 (0.1942604556097649) | > loss_disc_real_5: 0.17715632915496826 (0.20789684524061158) | > loss_0: 2.1422128677368164 (2.1989844641648215) | > grad_norm_0: tensor(19.7372, device='cuda:0') (tensor(21.1329, device='cuda:0')) | > loss_gen: 2.885606288909912 (2.7689063912257543) | > loss_kl: 1.893612265586853 (1.7154125520028174) | > loss_feat: 9.503931045532227 (8.28805267997086) | > loss_mel: 12.915362358093262 (12.885352883487936) | > loss_duration: 1.6133394241333008 (1.6626667655073109) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.811851501464844 (27.32039126008749) | > grad_norm_1: tensor(487.2239, device='cuda:0') (tensor(345.5934, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8737 (0.8606988894753158) | > loader_time: 0.0097 (0.010332250036299229)  --> TIME: 2025-05-12 03:48:20 -- STEP: 562/725 -- GLOBAL_STEP: 399500 | > loss_disc: 2.3010129928588867 (2.199874942625119) | > loss_disc_real_0: 0.17113500833511353 (0.13532053343819123) | > loss_disc_real_1: 0.20080780982971191 (0.19055055622740566) | > loss_disc_real_2: 0.16945113241672516 (0.18835057137911854) | > loss_disc_real_3: 0.23465238511562347 (0.20517096374170635) | > loss_disc_real_4: 0.21205948293209076 (0.19423208677365686) | > loss_disc_real_5: 0.23729504644870758 (0.20786625677156284) | > loss_0: 2.3010129928588867 (2.199874942625119) | > grad_norm_0: tensor(21.2089, device='cuda:0') (tensor(21.5113, device='cuda:0')) | > loss_gen: 2.6990864276885986 (2.7714075393099793) | > loss_kl: 1.785215139389038 (1.7153428169331937) | > loss_feat: 6.827242851257324 (8.294270030120089) | > loss_mel: 11.042379379272461 (12.882945593565806) | > loss_duration: 1.6445364952087402 (1.6628174141208476) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.998462677001953 (27.326783387262203) | > grad_norm_1: tensor(201.6813, device='cuda:0') (tensor(350.2647, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.9082 (0.8605601062129827) | > loader_time: 0.01 (0.010321823303385562)  --> TIME: 2025-05-12 03:49:04 -- STEP: 612/725 -- GLOBAL_STEP: 399550 | > loss_disc: 2.214179039001465 (2.1994095049262814) | > loss_disc_real_0: 0.1359371691942215 (0.13513494874624643) | > loss_disc_real_1: 0.19689956307411194 (0.1907445868732882) | > loss_disc_real_2: 0.2268255054950714 (0.1882706016448198) | > loss_disc_real_3: 0.1995743364095688 (0.20503104672907224) | > loss_disc_real_4: 0.20657363533973694 (0.19432303898669523) | > loss_disc_real_5: 0.23206470906734467 (0.20792385256465756) | > loss_0: 2.214179039001465 (2.1994095049262814) | > grad_norm_0: tensor(29.1144, device='cuda:0') (tensor(21.4408, device='cuda:0')) | > loss_gen: 2.7572567462921143 (2.771144686960707) | > loss_kl: 1.875480055809021 (1.7148801119498958) | > loss_feat: 7.719356536865234 (8.303097100039714) | > loss_mel: 13.387808799743652 (12.894587071113328) | > loss_duration: 1.6027542352676392 (1.662071357949887) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.3426570892334 (27.34578033522065) | > grad_norm_1: tensor(399.1973, device='cuda:0') (tensor(350.3152, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8302 (0.8608232631402861) | > loader_time: 0.0089 (0.010362680830986667)  --> TIME: 2025-05-12 03:49:48 -- STEP: 662/725 -- GLOBAL_STEP: 399600 | > loss_disc: 2.181633472442627 (2.199284293140168) | > loss_disc_real_0: 0.16272549331188202 (0.13481548969884286) | > loss_disc_real_1: 0.22042186558246613 (0.19074845433325205) | > loss_disc_real_2: 0.19082610309123993 (0.18868457600249258) | > loss_disc_real_3: 0.17494864761829376 (0.20505844315463317) | > loss_disc_real_4: 0.22621557116508484 (0.19432865166502045) | > loss_disc_real_5: 0.20593656599521637 (0.20767081060708478) | > loss_0: 2.181633472442627 (2.199284293140168) | > grad_norm_0: tensor(51.0409, device='cuda:0') (tensor(21.5068, device='cuda:0')) | > loss_gen: 2.9004502296447754 (2.7728668336061557) | > loss_kl: 1.6506487131118774 (1.7127323968172794) | > loss_feat: 8.920270919799805 (8.301662775685058) | > loss_mel: 13.67113208770752 (12.907238951622528) | > loss_duration: 1.6739047765731812 (1.6623211214909743) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.81640625 (27.35682208012239) | > grad_norm_1: tensor(466.1559, device='cuda:0') (tensor(354.2800, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8883 (0.8604563168528581) | > loader_time: 0.0098 (0.010368666980201734)  --> TIME: 2025-05-12 03:50:32 -- STEP: 712/725 -- GLOBAL_STEP: 399650 | > loss_disc: 2.259542942047119 (2.20218731647127) | > loss_disc_real_0: 0.11681390553712845 (0.1351947936208479) | > loss_disc_real_1: 0.21751725673675537 (0.19085039303041576) | > loss_disc_real_2: 0.19800032675266266 (0.1890258539593621) | > loss_disc_real_3: 0.2008306235074997 (0.205199279853802) | > loss_disc_real_4: 0.1665450632572174 (0.19472656679454803) | > loss_disc_real_5: 0.1878519207239151 (0.2076193821522293) | > loss_0: 2.259542942047119 (2.20218731647127) | > grad_norm_0: tensor(14.8228, device='cuda:0') (tensor(21.6270, device='cuda:0')) | > loss_gen: 2.638324737548828 (2.7692327271686503) | > loss_kl: 1.72812819480896 (1.7122711740183028) | > loss_feat: 7.46311616897583 (8.28235238455654) | > loss_mel: 11.536989212036133 (12.895234245932494) | > loss_duration: 1.652245044708252 (1.6621729587571008) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.018802642822266 (27.321263500813696) | > grad_norm_1: tensor(424.6288, device='cuda:0') (tensor(354.9753, device='cuda:0')) | > current_lr_0: 0.00018818745395080263 | > current_lr_1: 0.00018818745395080263 | > step_time: 0.8345 (0.8611354744166474) | > loader_time: 0.0095 (0.010385579607459927)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3271427154541016 (2.3271427154541016) | > loss_disc_real_0: 0.14249663054943085 (0.14249663054943085) | > loss_disc_real_1: 0.19112162292003632 (0.19112162292003632) | > loss_disc_real_2: 0.1852049082517624 (0.1852049082517624) | > loss_disc_real_3: 0.2049173265695572 (0.2049173265695572) | > loss_disc_real_4: 0.2715848684310913 (0.2715848684310913) | > loss_disc_real_5: 0.2808893620967865 (0.2808893620967865) | > loss_0: 2.3271427154541016 (2.3271427154541016) | > loss_gen: 2.65456485748291 (2.65456485748291) | > loss_kl: 2.1834418773651123 (2.1834418773651123) | > loss_feat: 8.400911331176758 (8.400911331176758) | > loss_mel: 13.600759506225586 (13.600759506225586) | > loss_duration: 1.738685131072998 (1.738685131072998) | > loss_1: 28.57836151123047 (28.57836151123047)  --> STEP: 1 | > loss_disc: 2.3405206203460693 (2.3405206203460693) | > loss_disc_real_0: 0.14242194592952728 (0.14242194592952728) | > loss_disc_real_1: 0.18919551372528076 (0.18919551372528076) | > loss_disc_real_2: 0.19419853389263153 (0.19419853389263153) | > loss_disc_real_3: 0.20545051991939545 (0.20545051991939545) | > loss_disc_real_4: 0.24812234938144684 (0.24812234938144684) | > loss_disc_real_5: 0.2737281620502472 (0.2737281620502472) | > loss_0: 2.3405206203460693 (2.3405206203460693) | > loss_gen: 2.5397145748138428 (2.5397145748138428) | > loss_kl: 2.2573585510253906 (2.2573585510253906) | > loss_feat: 7.346207618713379 (7.346207618713379) | > loss_mel: 12.431509017944336 (12.431509017944336) | > loss_duration: 1.8708664178848267 (1.8708664178848267) | > loss_1: 26.44565773010254 (26.44565773010254)  --> STEP: 2 | > loss_disc: 2.313352346420288 (2.3269364833831787) | > loss_disc_real_0: 0.15300911664962769 (0.14771553128957748) | > loss_disc_real_1: 0.18932035565376282 (0.1892579346895218) | > loss_disc_real_2: 0.18622644245624542 (0.19021248817443848) | > loss_disc_real_3: 0.21207855641841888 (0.20876453816890717) | > loss_disc_real_4: 0.22920136153697968 (0.23866185545921326) | > loss_disc_real_5: 0.2828681766986847 (0.27829816937446594) | > loss_0: 2.313352346420288 (2.3269364833831787) | > loss_gen: 2.533956289291382 (2.5368354320526123) | > loss_kl: 1.97476327419281 (2.1160609126091003) | > loss_feat: 7.290256500244141 (7.31823205947876) | > loss_mel: 12.301471710205078 (12.366490364074707) | > loss_duration: 1.8916945457458496 (1.8812804818153381) | > loss_1: 25.992141723632812 (26.218899726867676)  --> STEP: 3 | > loss_disc: 2.311990976333618 (2.3219546476999917) | > loss_disc_real_0: 0.13683855533599854 (0.1440898726383845) | > loss_disc_real_1: 0.2026083767414093 (0.19370808204015097) | > loss_disc_real_2: 0.18855105340480804 (0.18965867658456168) | > loss_disc_real_3: 0.2020598202943802 (0.2065296322107315) | > loss_disc_real_4: 0.24639315903186798 (0.24123895665009817) | > loss_disc_real_5: 0.25748103857040405 (0.271359125773112) | > loss_0: 2.311990976333618 (2.3219546476999917) | > loss_gen: 2.5666956901550293 (2.5467888514200845) | > loss_kl: 2.0818381309509277 (2.104653318723043) | > loss_feat: 8.246548652648926 (7.627670923868815) | > loss_mel: 13.495930671691895 (12.74297046661377) | > loss_duration: 1.8532264232635498 (1.871929128964742) | > loss_1: 28.244239807128906 (26.894013086954754)  --> STEP: 4 | > loss_disc: 2.269277572631836 (2.308785378932953) | > loss_disc_real_0: 0.13130350410938263 (0.14089328050613403) | > loss_disc_real_1: 0.18455997109413147 (0.1914210543036461) | > loss_disc_real_2: 0.17703941464424133 (0.18650386109948158) | > loss_disc_real_3: 0.1730329394340515 (0.1981554590165615) | > loss_disc_real_4: 0.2953592538833618 (0.2547690309584141) | > loss_disc_real_5: 0.2433370053768158 (0.26435359567403793) | > loss_0: 2.269277572631836 (2.308785378932953) | > loss_gen: 2.6810381412506104 (2.580351173877716) | > loss_kl: 1.974321722984314 (2.0720704197883606) | > loss_feat: 9.88499927520752 (8.192003011703491) | > loss_mel: 14.955343246459961 (13.296063661575317) | > loss_duration: 1.7940058708190918 (1.8524483144283295) | > loss_1: 31.28970718383789 (27.992936611175537) --> EVAL PERFORMANCE | > avg_loader_time: 0.3284384608268738 (+0.0046468377113342285) | > avg_loss_disc: 2.308785378932953 (+0.05107980966567993) | > avg_loss_disc_real_0: 0.14089328050613403 (+0.01761210709810257) | > avg_loss_disc_real_1: 0.1914210543036461 (-0.0021646395325660706) | > avg_loss_disc_real_2: 0.18650386109948158 (+0.015535268932580948) | > avg_loss_disc_real_3: 0.1981554590165615 (-0.005836319178342819) | > avg_loss_disc_real_4: 0.2547690309584141 (+0.04221917688846588) | > avg_loss_disc_real_5: 0.26435359567403793 (+0.045180950313806534) | > avg_loss_0: 2.308785378932953 (+0.05107980966567993) | > avg_loss_gen: 2.580351173877716 (+0.042942702770233154) | > avg_loss_kl: 2.0720704197883606 (+0.16297286748886108) | > avg_loss_feat: 8.192003011703491 (-0.27660560607910156) | > avg_loss_mel: 13.296063661575317 (-0.0612492561340332) | > avg_loss_duration: 1.8524483144283295 (+0.0006743967533111572) | > avg_loss_1: 27.992936611175537 (-0.13126516342163086)  > EPOCH: 488/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 03:50:50)   --> TIME: 2025-05-12 03:51:25 -- STEP: 37/725 -- GLOBAL_STEP: 399700 | > loss_disc: 2.265066623687744 (2.2113273079330855) | > loss_disc_real_0: 0.15955209732055664 (0.13942054498034553) | > loss_disc_real_1: 0.1739177256822586 (0.19185499887208682) | > loss_disc_real_2: 0.18902266025543213 (0.18971705638073585) | > loss_disc_real_3: 0.21507440507411957 (0.20598002100313031) | > loss_disc_real_4: 0.17368897795677185 (0.19413615843734225) | > loss_disc_real_5: 0.2153034210205078 (0.21147903679190455) | > loss_0: 2.265066623687744 (2.2113273079330855) | > grad_norm_0: tensor(34.1310, device='cuda:0') (tensor(22.4146, device='cuda:0')) | > loss_gen: 2.5846962928771973 (2.7469324550113163) | > loss_kl: 1.7803575992584229 (1.7512852694537189) | > loss_feat: 7.9110822677612305 (8.282166609892974) | > loss_mel: 11.450087547302246 (12.827398764120566) | > loss_duration: 1.6550863981246948 (1.6578298839362893) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.381309509277344 (27.265612782658756) | > grad_norm_1: tensor(469.6259, device='cuda:0') (tensor(367.3579, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8709 (0.8675304683479103) | > loader_time: 0.0104 (0.010408923432633683)  --> TIME: 2025-05-12 03:52:09 -- STEP: 87/725 -- GLOBAL_STEP: 399750 | > loss_disc: 2.216010093688965 (2.204503799306936) | > loss_disc_real_0: 0.12576057016849518 (0.13724713601257607) | > loss_disc_real_1: 0.18469561636447906 (0.1903464624593998) | > loss_disc_real_2: 0.1949637532234192 (0.1882925932777339) | > loss_disc_real_3: 0.20828832685947418 (0.2064191436973111) | > loss_disc_real_4: 0.2045217901468277 (0.19383292619524323) | > loss_disc_real_5: 0.23172281682491302 (0.20948073901664252) | > loss_0: 2.216010093688965 (2.204503799306936) | > grad_norm_0: tensor(14.2561, device='cuda:0') (tensor(21.3621, device='cuda:0')) | > loss_gen: 2.738408088684082 (2.7403449354500604) | > loss_kl: 1.8111908435821533 (1.7440349987183494) | > loss_feat: 8.153742790222168 (8.18016706115898) | > loss_mel: 12.456425666809082 (12.773118249301252) | > loss_duration: 1.6511225700378418 (1.6616619058038997) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.810890197753906 (27.09932710932589) | > grad_norm_1: tensor(410.5476, device='cuda:0') (tensor(339.2584, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8359 (0.8665142991076941) | > loader_time: 0.0096 (0.010299161932934292)  --> TIME: 2025-05-12 03:52:53 -- STEP: 137/725 -- GLOBAL_STEP: 399800 | > loss_disc: 2.125123977661133 (2.1952468983448328) | > loss_disc_real_0: 0.13234533369541168 (0.1365774917232729) | > loss_disc_real_1: 0.17823947966098785 (0.18917614471738356) | > loss_disc_real_2: 0.19503964483737946 (0.18752388764906974) | > loss_disc_real_3: 0.20159201323986053 (0.2054098105996194) | > loss_disc_real_4: 0.170240581035614 (0.19386930132869382) | > loss_disc_real_5: 0.22710345685482025 (0.20807108663729507) | > loss_0: 2.125123977661133 (2.1952468983448328) | > grad_norm_0: tensor(23.1055, device='cuda:0') (tensor(21.9841, device='cuda:0')) | > loss_gen: 2.8405392169952393 (2.7653951888536885) | > loss_kl: 1.639336109161377 (1.7373331002075307) | > loss_feat: 8.146528244018555 (8.311399992365036) | > loss_mel: 12.411253929138184 (12.870055574570259) | > loss_duration: 1.6472558975219727 (1.6621067202004203) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.684913635253906 (27.34629060230116) | > grad_norm_1: tensor(393.3752, device='cuda:0') (tensor(356.3831, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.837 (0.8676204420354244) | > loader_time: 0.0102 (0.010337719952103)  --> TIME: 2025-05-12 03:53:37 -- STEP: 187/725 -- GLOBAL_STEP: 399850 | > loss_disc: 2.0790650844573975 (2.1941080080634126) | > loss_disc_real_0: 0.14059101045131683 (0.13610823097872857) | > loss_disc_real_1: 0.16578461229801178 (0.18972772065012214) | > loss_disc_real_2: 0.1821884661912918 (0.18740094281772887) | > loss_disc_real_3: 0.18478624522686005 (0.20501194073554665) | > loss_disc_real_4: 0.20373307168483734 (0.19429254970129795) | > loss_disc_real_5: 0.1989590972661972 (0.20747018298682043) | > loss_0: 2.0790650844573975 (2.1941080080634126) | > grad_norm_0: tensor(19.0099, device='cuda:0') (tensor(21.6107, device='cuda:0')) | > loss_gen: 3.0009653568267822 (2.7720868026509016) | > loss_kl: 1.628533124923706 (1.7272236889058894) | > loss_feat: 9.58028507232666 (8.330170348366316) | > loss_mel: 14.184320449829102 (12.915164406924324) | > loss_duration: 1.6811633110046387 (1.6636530039782194) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.075267791748047 (27.40829822723878) | > grad_norm_1: tensor(191.0051, device='cuda:0') (tensor(359.0009, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8586 (0.8666701010841736) | > loader_time: 0.0111 (0.010298337528412358)  --> TIME: 2025-05-12 03:54:21 -- STEP: 237/725 -- GLOBAL_STEP: 399900 | > loss_disc: 2.1535067558288574 (2.1965740733005834) | > loss_disc_real_0: 0.11513802409172058 (0.13645815035084638) | > loss_disc_real_1: 0.20161210000514984 (0.18989345619950113) | > loss_disc_real_2: 0.17288239300251007 (0.1876687487972437) | > loss_disc_real_3: 0.2082289308309555 (0.20537868305600646) | > loss_disc_real_4: 0.18227730691432953 (0.19442942292126922) | > loss_disc_real_5: 0.19852276146411896 (0.20707544055669116) | > loss_0: 2.1535067558288574 (2.1965740733005834) | > grad_norm_0: tensor(10.8653, device='cuda:0') (tensor(20.8415, device='cuda:0')) | > loss_gen: 2.8135080337524414 (2.766521094720576) | > loss_kl: 1.7260932922363281 (1.7170725261108786) | > loss_feat: 8.323681831359863 (8.291003247353594) | > loss_mel: 13.129463195800781 (12.871708898101678) | > loss_duration: 1.6429862976074219 (1.6637489840954165) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.635730743408203 (27.310054722717542) | > grad_norm_1: tensor(151.6048, device='cuda:0') (tensor(352.9459, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8542 (0.8667309083013092) | > loader_time: 0.0102 (0.01028509280852628)  --> TIME: 2025-05-12 03:55:05 -- STEP: 287/725 -- GLOBAL_STEP: 399950 | > loss_disc: 2.251591444015503 (2.1955699962190636) | > loss_disc_real_0: 0.1221608892083168 (0.13688887359788615) | > loss_disc_real_1: 0.2048601508140564 (0.18986726523691777) | > loss_disc_real_2: 0.18974146246910095 (0.18794902437447675) | > loss_disc_real_3: 0.23451857268810272 (0.20525357038924913) | > loss_disc_real_4: 0.2177783101797104 (0.19442252555167633) | > loss_disc_real_5: 0.2030004858970642 (0.20628001610991845) | > loss_0: 2.251591444015503 (2.1955699962190636) | > grad_norm_0: tensor(22.5606, device='cuda:0') (tensor(21.4618, device='cuda:0')) | > loss_gen: 2.8070387840270996 (2.773065685810527) | > loss_kl: 1.521458387374878 (1.7082553404133494) | > loss_feat: 8.188230514526367 (8.303012829624397) | > loss_mel: 12.988285064697266 (12.889378291804613) | > loss_duration: 1.669252872467041 (1.6636644095078579) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.174266815185547 (27.337376504824967) | > grad_norm_1: tensor(450.2114, device='cuda:0') (tensor(359.3951, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8232 (0.8651553205496757) | > loader_time: 0.0098 (0.010258985313388945)  --> TIME: 2025-05-12 03:55:49 -- STEP: 337/725 -- GLOBAL_STEP: 400000 | > loss_disc: 2.1361145973205566 (2.1946855935569327) | > loss_disc_real_0: 0.16261965036392212 (0.13621170204188068) | > loss_disc_real_1: 0.17753750085830688 (0.18980531509446114) | > loss_disc_real_2: 0.16571392118930817 (0.18807692228863448) | > loss_disc_real_3: 0.19899392127990723 (0.2052708529930794) | > loss_disc_real_4: 0.1881466507911682 (0.1944961918390824) | > loss_disc_real_5: 0.18160061538219452 (0.2060003567608598) | > loss_0: 2.1361145973205566 (2.1946855935569327) | > grad_norm_0: tensor(35.5117, device='cuda:0') (tensor(22.2689, device='cuda:0')) | > loss_gen: 2.7993993759155273 (2.779051957569065) | > loss_kl: 1.8482680320739746 (1.7069705151662629) | > loss_feat: 8.781021118164062 (8.334207444233428) | > loss_mel: 13.463329315185547 (12.907715865341775) | > loss_duration: 1.6462314128875732 (1.6631092685620226) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.53824806213379 (27.391055008070406) | > grad_norm_1: tensor(506.8545, device='cuda:0') (tensor(372.8262, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8979 (0.8656784773580398) | > loader_time: 0.0103 (0.01026564040594356) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_400000.pth  --> TIME: 2025-05-12 03:56:36 -- STEP: 387/725 -- GLOBAL_STEP: 400050 | > loss_disc: 2.250060558319092 (2.1937162839165003) | > loss_disc_real_0: 0.12011750042438507 (0.13666275490161983) | > loss_disc_real_1: 0.19379860162734985 (0.18942941436471872) | > loss_disc_real_2: 0.1976919323205948 (0.18799805225327976) | > loss_disc_real_3: 0.2514258325099945 (0.20504976277665574) | > loss_disc_real_4: 0.17887188494205475 (0.19413237554774426) | > loss_disc_real_5: 0.23062288761138916 (0.20639766848980606) | > loss_0: 2.250060558319092 (2.1937162839165003) | > grad_norm_0: tensor(21.2522, device='cuda:0') (tensor(21.7131, device='cuda:0')) | > loss_gen: 2.8054559230804443 (2.7774160906325926) | > loss_kl: 1.5739036798477173 (1.713534052365818) | > loss_feat: 8.038189888000488 (8.338653306936415) | > loss_mel: 12.95736312866211 (12.90430012291408) | > loss_duration: 1.7356841564178467 (1.6630449214955016) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.110597610473633 (27.396948471857904) | > grad_norm_1: tensor(415.2444, device='cuda:0') (tensor(360.8676, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8802 (0.8657817908343727) | > loader_time: 0.0098 (0.010270081133189448)  --> TIME: 2025-05-12 03:57:19 -- STEP: 437/725 -- GLOBAL_STEP: 400100 | > loss_disc: 2.1377804279327393 (2.193235863537207) | > loss_disc_real_0: 0.10510969907045364 (0.1366531218591762) | > loss_disc_real_1: 0.1604824662208557 (0.18937758368267354) | > loss_disc_real_2: 0.18584375083446503 (0.18796468657405224) | > loss_disc_real_3: 0.20057372748851776 (0.20500577283805785) | > loss_disc_real_4: 0.19756610691547394 (0.19380273262477854) | > loss_disc_real_5: 0.20273208618164062 (0.20668146951929653) | > loss_0: 2.1377804279327393 (2.193235863537207) | > grad_norm_0: tensor(17.6480, device='cuda:0') (tensor(21.3629, device='cuda:0')) | > loss_gen: 2.8219876289367676 (2.7788799551040673) | > loss_kl: 1.6566746234893799 (1.712111292769216) | > loss_feat: 8.684045791625977 (8.348318176356821) | > loss_mel: 14.293781280517578 (12.911229775208357) | > loss_duration: 1.6398978233337402 (1.6625423671451804) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.09638786315918 (27.413081555399252) | > grad_norm_1: tensor(435.7129, device='cuda:0') (tensor(354.7035, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8865 (0.8650920554756846) | > loader_time: 0.0101 (0.010271955682156574)  --> TIME: 2025-05-12 03:58:03 -- STEP: 487/725 -- GLOBAL_STEP: 400150 | > loss_disc: 2.12569522857666 (2.1934040427452697) | > loss_disc_real_0: 0.08064469695091248 (0.1362827343434035) | > loss_disc_real_1: 0.1813550442457199 (0.1895408320720681) | > loss_disc_real_2: 0.1704091727733612 (0.1881444815553925) | > loss_disc_real_3: 0.18054014444351196 (0.20482670306180292) | > loss_disc_real_4: 0.1961842179298401 (0.19378827940634394) | > loss_disc_real_5: 0.19316419959068298 (0.206913222155287) | > loss_0: 2.12569522857666 (2.1934040427452697) | > grad_norm_0: tensor(30.9279, device='cuda:0') (tensor(21.3757, device='cuda:0')) | > loss_gen: 2.968721866607666 (2.777551933970049) | > loss_kl: 1.750441312789917 (1.7101191607833643) | > loss_feat: 9.020062446594238 (8.330020261251462) | > loss_mel: 13.325408935546875 (12.884049092474903) | > loss_duration: 1.6371777057647705 (1.6628066347854582) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.701812744140625 (27.36454707934871) | > grad_norm_1: tensor(510.2209, device='cuda:0') (tensor(357.3258, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8264 (0.8650225300563679) | > loader_time: 0.0095 (0.01023761643521351)  --> TIME: 2025-05-12 03:58:47 -- STEP: 537/725 -- GLOBAL_STEP: 400200 | > loss_disc: 2.3360843658447266 (2.1953206717190987) | > loss_disc_real_0: 0.12919722497463226 (0.136394314467907) | > loss_disc_real_1: 0.199201300740242 (0.1896363197369727) | > loss_disc_real_2: 0.18561029434204102 (0.18817867174938863) | > loss_disc_real_3: 0.20084814727306366 (0.20483968230710128) | > loss_disc_real_4: 0.22625915706157684 (0.1939715758881756) | > loss_disc_real_5: 0.21218813955783844 (0.20743804911994396) | > loss_0: 2.3360843658447266 (2.1953206717190987) | > grad_norm_0: tensor(22.8368, device='cuda:0') (tensor(21.0630, device='cuda:0')) | > loss_gen: 2.547243118286133 (2.774198311889193) | > loss_kl: 1.7189278602600098 (1.7110384345276617) | > loss_feat: 7.223337650299072 (8.311148289195653) | > loss_mel: 11.208877563476562 (12.863173161583017) | > loss_duration: 1.6783477067947388 (1.663228611262373) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.376733779907227 (27.32278680712595) | > grad_norm_1: tensor(508.5965, device='cuda:0') (tensor(351.4690, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8716 (0.8649200860348492) | > loader_time: 0.0097 (0.01020019325242141)  --> TIME: 2025-05-12 03:59:31 -- STEP: 587/725 -- GLOBAL_STEP: 400250 | > loss_disc: 2.1809322834014893 (2.195372189330076) | > loss_disc_real_0: 0.20217011868953705 (0.1364782195684248) | > loss_disc_real_1: 0.19028687477111816 (0.18960985363646712) | > loss_disc_real_2: 0.1838105171918869 (0.18807021862298928) | > loss_disc_real_3: 0.1857067197561264 (0.20501541144498556) | > loss_disc_real_4: 0.19327481091022491 (0.19390167631018515) | > loss_disc_real_5: 0.19048450887203217 (0.20761330892828492) | > loss_0: 2.1809322834014893 (2.195372189330076) | > grad_norm_0: tensor(17.3345, device='cuda:0') (tensor(21.0612, device='cuda:0')) | > loss_gen: 2.6452856063842773 (2.7739034450440014) | > loss_kl: 1.6828094720840454 (1.7123054402041065) | > loss_feat: 8.305413246154785 (8.320100266848153) | > loss_mel: 13.117210388183594 (12.869605027024948) | > loss_duration: 1.6541271209716797 (1.6627515593013737) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.404848098754883 (27.338665742890388) | > grad_norm_1: tensor(463.7038, device='cuda:0') (tensor(350.1461, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8728 (0.8648111072878211) | > loader_time: 0.0105 (0.01020930816611399)  --> TIME: 2025-05-12 04:00:15 -- STEP: 637/725 -- GLOBAL_STEP: 400300 | > loss_disc: 2.2312722206115723 (2.1941291793736384) | > loss_disc_real_0: 0.10898252576589584 (0.13610484948150783) | > loss_disc_real_1: 0.18294839560985565 (0.18933027526553814) | > loss_disc_real_2: 0.17229922115802765 (0.18805625005457066) | > loss_disc_real_3: 0.22518524527549744 (0.20501124978159058) | > loss_disc_real_4: 0.1990348845720291 (0.1937469976195361) | > loss_disc_real_5: 0.22051940858364105 (0.20743054125803045) | > loss_0: 2.2312722206115723 (2.1941291793736384) | > grad_norm_0: tensor(22.3291, device='cuda:0') (tensor(21.0009, device='cuda:0')) | > loss_gen: 2.712541341781616 (2.775357169670812) | > loss_kl: 1.8035681247711182 (1.7140533952174037) | > loss_feat: 8.038013458251953 (8.334570006635534) | > loss_mel: 12.853779792785645 (12.877976133086046) | > loss_duration: 1.6321885585784912 (1.6624912717840181) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.04009246826172 (27.36444799941226) | > grad_norm_1: tensor(361.7872, device='cuda:0') (tensor(351.3828, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8642 (0.8650517534797943) | > loader_time: 0.0101 (0.010201162595763875)  --> TIME: 2025-05-12 04:00:59 -- STEP: 687/725 -- GLOBAL_STEP: 400350 | > loss_disc: 2.252657890319824 (2.195041565048291) | > loss_disc_real_0: 0.18514221906661987 (0.13623617101444427) | > loss_disc_real_1: 0.16624435782432556 (0.18928127159978642) | > loss_disc_real_2: 0.2089986950159073 (0.1881595824830224) | > loss_disc_real_3: 0.18273916840553284 (0.2050411382356585) | > loss_disc_real_4: 0.1569029539823532 (0.19380578481127256) | > loss_disc_real_5: 0.18927566707134247 (0.2073646561287376) | > loss_0: 2.252657890319824 (2.195041565048291) | > grad_norm_0: tensor(19.0930, device='cuda:0') (tensor(21.1192, device='cuda:0')) | > loss_gen: 2.6739859580993652 (2.7747820468275126) | > loss_kl: 1.451058030128479 (1.7133883265602183) | > loss_feat: 8.168303489685059 (8.332927463009538) | > loss_mel: 12.498800277709961 (12.881449850712617) | > loss_duration: 1.6572493314743042 (1.6622162460413221) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.449398040771484 (27.364763959526496) | > grad_norm_1: tensor(116.0125, device='cuda:0') (tensor(352.3446, device='cuda:0')) | > current_lr_0: 0.00018816393051905876 | > current_lr_1: 0.00018816393051905876 | > step_time: 0.8888 (0.8647760630000974) | > loader_time: 0.0098 (0.010177179889040398)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.362119674682617 (2.362119674682617) | > loss_disc_real_0: 0.15687862038612366 (0.15687862038612366) | > loss_disc_real_1: 0.18549557030200958 (0.18549557030200958) | > loss_disc_real_2: 0.20530450344085693 (0.20530450344085693) | > loss_disc_real_3: 0.2303943783044815 (0.2303943783044815) | > loss_disc_real_4: 0.22942136228084564 (0.22942136228084564) | > loss_disc_real_5: 0.1973184049129486 (0.1973184049129486) | > loss_0: 2.362119674682617 (2.362119674682617) | > loss_gen: 2.467026948928833 (2.467026948928833) | > loss_kl: 2.3322975635528564 (2.3322975635528564) | > loss_feat: 7.216832160949707 (7.216832160949707) | > loss_mel: 11.718360900878906 (11.718360900878906) | > loss_duration: 1.734265923500061 (1.734265923500061) | > loss_1: 25.46878433227539 (25.46878433227539)  --> STEP: 1 | > loss_disc: 2.2367303371429443 (2.2367303371429443) | > loss_disc_real_0: 0.1388891041278839 (0.1388891041278839) | > loss_disc_real_1: 0.16655704379081726 (0.16655704379081726) | > loss_disc_real_2: 0.1981523185968399 (0.1981523185968399) | > loss_disc_real_3: 0.21140070259571075 (0.21140070259571075) | > loss_disc_real_4: 0.23771123588085175 (0.23771123588085175) | > loss_disc_real_5: 0.20292212069034576 (0.20292212069034576) | > loss_0: 2.2367303371429443 (2.2367303371429443) | > loss_gen: 2.638593912124634 (2.638593912124634) | > loss_kl: 2.163512706756592 (2.163512706756592) | > loss_feat: 8.252821922302246 (8.252821922302246) | > loss_mel: 13.885164260864258 (13.885164260864258) | > loss_duration: 1.8666698932647705 (1.8666698932647705) | > loss_1: 28.8067626953125 (28.8067626953125)  --> STEP: 2 | > loss_disc: 2.337679862976074 (2.2872051000595093) | > loss_disc_real_0: 0.14807665348052979 (0.14348287880420685) | > loss_disc_real_1: 0.1709132343530655 (0.16873513907194138) | > loss_disc_real_2: 0.19396798312664032 (0.1960601508617401) | > loss_disc_real_3: 0.22201314568519592 (0.21670692414045334) | > loss_disc_real_4: 0.22583746910095215 (0.23177435249090195) | > loss_disc_real_5: 0.193076029419899 (0.19799907505512238) | > loss_0: 2.337679862976074 (2.2872051000595093) | > loss_gen: 2.4304022789001465 (2.53449809551239) | > loss_kl: 2.1473066806793213 (2.1554096937179565) | > loss_feat: 7.723214149475098 (7.988018035888672) | > loss_mel: 12.85014820098877 (13.367656230926514) | > loss_duration: 1.8880739212036133 (1.877371907234192) | > loss_1: 27.039146423339844 (27.922954559326172)  --> STEP: 3 | > loss_disc: 2.328227996826172 (2.30087939898173) | > loss_disc_real_0: 0.1333741843700409 (0.1401133139928182) | > loss_disc_real_1: 0.17611710727214813 (0.17119579513867697) | > loss_disc_real_2: 0.2048177868127823 (0.19897936284542084) | > loss_disc_real_3: 0.21274758875370026 (0.2153871456782023) | > loss_disc_real_4: 0.22187712788581848 (0.2284752776225408) | > loss_disc_real_5: 0.17995506525039673 (0.19198440512021384) | > loss_0: 2.328227996826172 (2.30087939898173) | > loss_gen: 2.3851327896118164 (2.4847096602121987) | > loss_kl: 2.101839303970337 (2.1375528971354165) | > loss_feat: 7.6735687255859375 (7.883201599121094) | > loss_mel: 13.099945068359375 (13.278419176737467) | > loss_duration: 1.839139699935913 (1.8646278381347656) | > loss_1: 27.099626541137695 (27.64851188659668)  --> STEP: 4 | > loss_disc: 2.357694625854492 (2.3150832056999207) | > loss_disc_real_0: 0.14701497554779053 (0.14183872938156128) | > loss_disc_real_1: 0.18125805258750916 (0.173711359500885) | > loss_disc_real_2: 0.17527784407138824 (0.1930539831519127) | > loss_disc_real_3: 0.20269785821437836 (0.21221482381224632) | > loss_disc_real_4: 0.23362132906913757 (0.22976179048419) | > loss_disc_real_5: 0.23741310834884644 (0.20334158092737198) | > loss_0: 2.357694625854492 (2.3150832056999207) | > loss_gen: 2.468311309814453 (2.4806100726127625) | > loss_kl: 1.949833869934082 (2.090623140335083) | > loss_feat: 8.080527305603027 (7.932533025741577) | > loss_mel: 12.928872108459473 (13.191032409667969) | > loss_duration: 1.8011478185653687 (1.8487578332424164) | > loss_1: 27.22869110107422 (27.543556690216064) --> EVAL PERFORMANCE | > avg_loader_time: 0.32474976778030396 (-0.0036886930465698242) | > avg_loss_disc: 2.3150832056999207 (+0.0062978267669677734) | > avg_loss_disc_real_0: 0.14183872938156128 (+0.0009454488754272461) | > avg_loss_disc_real_1: 0.173711359500885 (-0.017709694802761078) | > avg_loss_disc_real_2: 0.1930539831519127 (+0.006550122052431107) | > avg_loss_disc_real_3: 0.21221482381224632 (+0.014059364795684814) | > avg_loss_disc_real_4: 0.22976179048419 (-0.02500724047422409) | > avg_loss_disc_real_5: 0.20334158092737198 (-0.061012014746665955) | > avg_loss_0: 2.3150832056999207 (+0.0062978267669677734) | > avg_loss_gen: 2.4806100726127625 (-0.09974110126495361) | > avg_loss_kl: 2.090623140335083 (+0.018552720546722412) | > avg_loss_feat: 7.932533025741577 (-0.25946998596191406) | > avg_loss_mel: 13.191032409667969 (-0.10503125190734863) | > avg_loss_duration: 1.8487578332424164 (-0.003690481185913086) | > avg_loss_1: 27.543556690216064 (-0.44937992095947266)  > EPOCH: 489/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 04:01:39)   --> TIME: 2025-05-12 04:01:52 -- STEP: 12/725 -- GLOBAL_STEP: 400400 | > loss_disc: 2.114335060119629 (2.1806853612264) | > loss_disc_real_0: 0.1393059641122818 (0.13400396270056567) | > loss_disc_real_1: 0.21611997485160828 (0.1945914700627327) | > loss_disc_real_2: 0.2040366381406784 (0.18572532758116722) | > loss_disc_real_3: 0.1793624609708786 (0.1988105463484923) | > loss_disc_real_4: 0.23061299324035645 (0.19152841717004776) | > loss_disc_real_5: 0.1805586963891983 (0.20607458427548409) | > loss_0: 2.114335060119629 (2.1806853612264) | > grad_norm_0: tensor(32.5060, device='cuda:0') (tensor(18.1473, device='cuda:0')) | > loss_gen: 2.997673511505127 (2.80338046948115) | > loss_kl: 1.862468957901001 (1.7804374893506367) | > loss_feat: 8.994918823242188 (8.240920782089233) | > loss_mel: 14.273778915405273 (13.066391070683798) | > loss_duration: 1.67543625831604 (1.6610747675100963) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.804275512695312 (27.552204767862957) | > grad_norm_1: tensor(572.0025, device='cuda:0') (tensor(282.5701, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8609 (0.8529765605926514) | > loader_time: 0.0093 (0.011114378770192465)  --> TIME: 2025-05-12 04:02:37 -- STEP: 62/725 -- GLOBAL_STEP: 400450 | > loss_disc: 2.161872148513794 (2.1913956903642213) | > loss_disc_real_0: 0.14366121590137482 (0.13169069612218492) | > loss_disc_real_1: 0.20201939344406128 (0.19234115558285866) | > loss_disc_real_2: 0.15790119767189026 (0.18615807232356843) | > loss_disc_real_3: 0.22047077119350433 (0.20590950380409917) | > loss_disc_real_4: 0.2011672407388687 (0.19293118941207085) | > loss_disc_real_5: 0.19756001234054565 (0.20691501012732905) | > loss_0: 2.161872148513794 (2.1913956903642213) | > grad_norm_0: tensor(24.2442, device='cuda:0') (tensor(19.6698, device='cuda:0')) | > loss_gen: 2.776401996612549 (2.778618762570043) | > loss_kl: 1.537598729133606 (1.7154131031805468) | > loss_feat: 8.768111228942871 (8.39869933743631) | > loss_mel: 13.549097061157227 (13.089090347290039) | > loss_duration: 1.6887876987457275 (1.660854976023397) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.319995880126953 (27.642676630327777) | > grad_norm_1: tensor(395.5312, device='cuda:0') (tensor(323.7200, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8563 (0.8706615586434642) | > loader_time: 0.0101 (0.011124903155911353)  --> TIME: 2025-05-12 04:03:21 -- STEP: 112/725 -- GLOBAL_STEP: 400500 | > loss_disc: 2.1350884437561035 (2.201067164540291) | > loss_disc_real_0: 0.12092599272727966 (0.13376191950270114) | > loss_disc_real_1: 0.17857852578163147 (0.1917588968894311) | > loss_disc_real_2: 0.1980769783258438 (0.18679599996124) | > loss_disc_real_3: 0.1924656629562378 (0.2062516702072961) | > loss_disc_real_4: 0.18490055203437805 (0.19399622082710266) | > loss_disc_real_5: 0.17992712557315826 (0.2079473708623222) | > loss_0: 2.1350884437561035 (2.201067164540291) | > grad_norm_0: tensor(9.3348, device='cuda:0') (tensor(18.6672, device='cuda:0')) | > loss_gen: 2.7863571643829346 (2.7662871330976486) | > loss_kl: 1.6869277954101562 (1.7147437067968505) | > loss_feat: 8.601765632629395 (8.347625553607942) | > loss_mel: 13.232107162475586 (12.976644115788597) | > loss_duration: 1.6472994089126587 (1.6623804111565863) | > amp_scaler: 512.0 (310.85714285714283) | > loss_1: 27.954458236694336 (27.467681084360397) | > grad_norm_1: tensor(274.4358, device='cuda:0') (tensor(307.9209, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.839 (0.8694950257028852) | > loader_time: 0.0124 (0.010923166360173906)  --> TIME: 2025-05-12 04:04:05 -- STEP: 162/725 -- GLOBAL_STEP: 400550 | > loss_disc: 2.273289680480957 (2.193770819240146) | > loss_disc_real_0: 0.11134790629148483 (0.133281993875165) | > loss_disc_real_1: 0.2115410566329956 (0.1898359928602054) | > loss_disc_real_2: 0.19625405967235565 (0.18718284442100996) | > loss_disc_real_3: 0.18338501453399658 (0.20545463089221788) | > loss_disc_real_4: 0.17305363714694977 (0.19345016639541696) | > loss_disc_real_5: 0.19235634803771973 (0.20776122320949295) | > loss_0: 2.273289680480957 (2.193770819240146) | > grad_norm_0: tensor(20.0089, device='cuda:0') (tensor(19.0524, device='cuda:0')) | > loss_gen: 2.8127248287200928 (2.780284666720732) | > loss_kl: 1.6630992889404297 (1.7095363824455827) | > loss_feat: 8.562105178833008 (8.421139672950469) | > loss_mel: 13.561150550842285 (13.015392744982684) | > loss_duration: 1.6299560070037842 (1.662814424361712) | > amp_scaler: 256.0 (342.9135802469136) | > loss_1: 28.229034423828125 (27.589168006991162) | > grad_norm_1: tensor(377.6449, device='cuda:0') (tensor(312.9360, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8554 (0.8685280290650734) | > loader_time: 0.0118 (0.010790860211407701)  --> TIME: 2025-05-12 04:04:49 -- STEP: 212/725 -- GLOBAL_STEP: 400600 | > loss_disc: 2.2828991413116455 (2.1971265010113985) | > loss_disc_real_0: 0.13252444565296173 (0.1334848622176445) | > loss_disc_real_1: 0.1917891502380371 (0.18974552690139357) | > loss_disc_real_2: 0.19719240069389343 (0.18782801764472476) | > loss_disc_real_3: 0.20897316932678223 (0.20583202633655295) | > loss_disc_real_4: 0.2062159925699234 (0.19396638877268108) | > loss_disc_real_5: 0.2074890434741974 (0.20817942214461993) | > loss_0: 2.2828991413116455 (2.1971265010113985) | > grad_norm_0: tensor(17.5195, device='cuda:0') (tensor(19.8161, device='cuda:0')) | > loss_gen: 2.644709825515747 (2.7805356124662004) | > loss_kl: 1.732375979423523 (1.7167241657679935) | > loss_feat: 7.337648391723633 (8.403470639912596) | > loss_mel: 11.90944766998291 (13.013118613441035) | > loss_duration: 1.6836318969726562 (1.6634318699251933) | > amp_scaler: 256.0 (322.4150943396225) | > loss_1: 25.307815551757812 (27.57728099822998) | > grad_norm_1: tensor(95.3161, device='cuda:0') (tensor(324.9321, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8606 (0.8689793168373829) | > loader_time: 0.0109 (0.010742068290710458)  --> TIME: 2025-05-12 04:05:34 -- STEP: 262/725 -- GLOBAL_STEP: 400650 | > loss_disc: 2.387366771697998 (2.206143357371556) | > loss_disc_real_0: 0.16528713703155518 (0.13533340141404673) | > loss_disc_real_1: 0.20818926393985748 (0.1904681024660591) | > loss_disc_real_2: 0.19111107289791107 (0.18872395260188415) | > loss_disc_real_3: 0.22618015110492706 (0.20610390097357845) | > loss_disc_real_4: 0.20252415537834167 (0.19462627286219414) | > loss_disc_real_5: 0.24592891335487366 (0.20877610272123615) | > loss_0: 2.387366771697998 (2.206143357371556) | > grad_norm_0: tensor(10.7325, device='cuda:0') (tensor(20.0332, device='cuda:0')) | > loss_gen: 2.503375291824341 (2.770915038713062) | > loss_kl: 1.6856712102890015 (1.7205874191895696) | > loss_feat: 6.0410895347595215 (8.349885123376637) | > loss_mel: 10.499375343322754 (12.970204451611934) | > loss_duration: 1.6539881229400635 (1.6641681922301084) | > amp_scaler: 256.0 (309.74045801526705) | > loss_1: 22.383499145507812 (27.47576030702081) | > grad_norm_1: tensor(262.1688, device='cuda:0') (tensor(327.0689, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.9011 (0.8699521517935601) | > loader_time: 0.0097 (0.010575385494086586)  --> TIME: 2025-05-12 04:06:18 -- STEP: 312/725 -- GLOBAL_STEP: 400700 | > loss_disc: 2.3355703353881836 (2.2097643995896354) | > loss_disc_real_0: 0.13609281182289124 (0.13627382081288553) | > loss_disc_real_1: 0.18091657757759094 (0.1909334219227999) | > loss_disc_real_2: 0.18529106676578522 (0.18896620548688448) | > loss_disc_real_3: 0.22936218976974487 (0.2061432269998849) | > loss_disc_real_4: 0.21130871772766113 (0.1948200053511523) | > loss_disc_real_5: 0.23961031436920166 (0.2090675296405187) | > loss_0: 2.3355703353881836 (2.2097643995896354) | > grad_norm_0: tensor(20.4502, device='cuda:0') (tensor(20.2595, device='cuda:0')) | > loss_gen: 2.5164568424224854 (2.761984243606909) | > loss_kl: 1.665574312210083 (1.7178232375627904) | > loss_feat: 7.190354347229004 (8.297460945752956) | > loss_mel: 12.022693634033203 (12.926768608582325) | > loss_duration: 1.6594657897949219 (1.6634553476021843) | > amp_scaler: 256.0 (301.128205128205) | > loss_1: 25.05454444885254 (27.367492412909495) | > grad_norm_1: tensor(203.3728, device='cuda:0') (tensor(328.5269, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.851 (0.8694777710315512) | > loader_time: 0.0097 (0.010508971336560383)  --> TIME: 2025-05-12 04:07:02 -- STEP: 362/725 -- GLOBAL_STEP: 400750 | > loss_disc: 2.2255055904388428 (2.2116677757784795) | > loss_disc_real_0: 0.12216971814632416 (0.13698440650220725) | > loss_disc_real_1: 0.19282571971416473 (0.19063584407719464) | > loss_disc_real_2: 0.21553495526313782 (0.18929899171077086) | > loss_disc_real_3: 0.20943273603916168 (0.2059996309201361) | > loss_disc_real_4: 0.2266404628753662 (0.19508519036005886) | > loss_disc_real_5: 0.22313906252384186 (0.2091107398106907) | > loss_0: 2.2255055904388428 (2.2116677757784795) | > grad_norm_0: tensor(11.4946, device='cuda:0') (tensor(20.0973, device='cuda:0')) | > loss_gen: 2.7751848697662354 (2.7576913563586083) | > loss_kl: 1.94693124294281 (1.7110410760779404) | > loss_feat: 7.687614917755127 (8.281940825077717) | > loss_mel: 12.190260887145996 (12.896543616089373) | > loss_duration: 1.6044107675552368 (1.662428575984681) | > amp_scaler: 256.0 (294.89502762430925) | > loss_1: 26.20440101623535 (27.30964543147641) | > grad_norm_1: tensor(351.7346, device='cuda:0') (tensor(329.2144, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8631 (0.8694284739415293) | > loader_time: 0.0106 (0.010441915106378223)  --> TIME: 2025-05-12 04:07:46 -- STEP: 412/725 -- GLOBAL_STEP: 400800 | > loss_disc: 2.153418779373169 (2.2103199464024845) | > loss_disc_real_0: 0.085970938205719 (0.13723044455485423) | > loss_disc_real_1: 0.19856475293636322 (0.19048777942373918) | > loss_disc_real_2: 0.18965035676956177 (0.18926204668665395) | > loss_disc_real_3: 0.18572545051574707 (0.2058929177814895) | > loss_disc_real_4: 0.20663711428642273 (0.19481998797759278) | > loss_disc_real_5: 0.1898416131734848 (0.2085415417852911) | > loss_0: 2.153418779373169 (2.2103199464024845) | > grad_norm_0: tensor(25.4712, device='cuda:0') (tensor(20.4167, device='cuda:0')) | > loss_gen: 2.7188804149627686 (2.758765629773002) | > loss_kl: 1.7715961933135986 (1.7104735166123768) | > loss_feat: 8.54853630065918 (8.278942623184724) | > loss_mel: 12.473566055297852 (12.898109672138991) | > loss_duration: 1.6729981899261475 (1.6628701403303057) | > amp_scaler: 256.0 (290.1747572815534) | > loss_1: 27.185575485229492 (27.309161579724663) | > grad_norm_1: tensor(462.9837, device='cuda:0') (tensor(333.6115, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8827 (0.8690632280794165) | > loader_time: 0.0113 (0.010416245576247445)  --> TIME: 2025-05-12 04:08:30 -- STEP: 462/725 -- GLOBAL_STEP: 400850 | > loss_disc: 2.173736333847046 (2.207379096772247) | > loss_disc_real_0: 0.15882238745689392 (0.13647148571102125) | > loss_disc_real_1: 0.17941328883171082 (0.19025130444145824) | > loss_disc_real_2: 0.18308520317077637 (0.1893155135504611) | > loss_disc_real_3: 0.1946784257888794 (0.2058276449576084) | > loss_disc_real_4: 0.208212211728096 (0.1948358506867381) | > loss_disc_real_5: 0.18992383778095245 (0.20842947636718873) | > loss_0: 2.173736333847046 (2.207379096772247) | > grad_norm_0: tensor(14.6710, device='cuda:0') (tensor(20.9195, device='cuda:0')) | > loss_gen: 2.95341420173645 (2.7659194500415367) | > loss_kl: 1.7084051370620728 (1.710105442381524) | > loss_feat: 8.864273071289062 (8.293028346387846) | > loss_mel: 14.376090049743652 (12.906421492110082) | > loss_duration: 1.6894347667694092 (1.662685036659241) | > amp_scaler: 256.0 (286.4761904761904) | > loss_1: 29.591617584228516 (27.338159751066406) | > grad_norm_1: tensor(152.1564, device='cuda:0') (tensor(343.9900, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8132 (0.868181978985345) | > loader_time: 0.0104 (0.010403214595018542)  --> TIME: 2025-05-12 04:09:13 -- STEP: 512/725 -- GLOBAL_STEP: 400900 | > loss_disc: 2.133838176727295 (2.207578517263755) | > loss_disc_real_0: 0.11084850132465363 (0.1364420314785092) | > loss_disc_real_1: 0.17311684787273407 (0.19048807100625711) | > loss_disc_real_2: 0.1789299100637436 (0.18927609536331147) | > loss_disc_real_3: 0.18420349061489105 (0.20574553671758616) | > loss_disc_real_4: 0.14806202054023743 (0.19475969142513358) | > loss_disc_real_5: 0.18329647183418274 (0.2084543059754651) | > loss_0: 2.133838176727295 (2.207578517263755) | > grad_norm_0: tensor(18.3600, device='cuda:0') (tensor(21.0186, device='cuda:0')) | > loss_gen: 2.756617307662964 (2.7629194729961464) | > loss_kl: 1.661818027496338 (1.7107009065803138) | > loss_feat: 8.569243431091309 (8.273109092377117) | > loss_mel: 12.93730640411377 (12.895888766273856) | > loss_duration: 1.6084461212158203 (1.6631993313785645) | > amp_scaler: 256.0 (283.49999999999994) | > loss_1: 27.533432006835938 (27.305817574262626) | > grad_norm_1: tensor(316.1885, device='cuda:0') (tensor(347.6836, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8578 (0.8674970152787866) | > loader_time: 0.0119 (0.010398184414953007)  --> TIME: 2025-05-12 04:09:57 -- STEP: 562/725 -- GLOBAL_STEP: 400950 | > loss_disc: 2.3295223712921143 (2.2065839375041127) | > loss_disc_real_0: 0.14365145564079285 (0.13621328923572829) | > loss_disc_real_1: 0.1918867975473404 (0.1904116998363644) | > loss_disc_real_2: 0.1882157027721405 (0.18917372549661957) | > loss_disc_real_3: 0.21044544875621796 (0.20549699690630424) | > loss_disc_real_4: 0.19702278077602386 (0.19474827368276404) | > loss_disc_real_5: 0.2339559942483902 (0.20863780236116933) | > loss_0: 2.3295223712921143 (2.2065839375041127) | > grad_norm_0: tensor(14.3910, device='cuda:0') (tensor(20.8548, device='cuda:0')) | > loss_gen: 2.5633857250213623 (2.7618577543951024) | > loss_kl: 1.7675846815109253 (1.7118636921207246) | > loss_feat: 7.336985111236572 (8.270247407655262) | > loss_mel: 11.164345741271973 (12.886069985046934) | > loss_duration: 1.6205958127975464 (1.6628625218978557) | > amp_scaler: 256.0 (281.0533807829181) | > loss_1: 24.452896118164062 (27.29290136832784) | > grad_norm_1: tensor(188.2050, device='cuda:0') (tensor(347.9381, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.9131 (0.866705216546924) | > loader_time: 0.0126 (0.010368953395992852)  --> TIME: 2025-05-12 04:10:41 -- STEP: 612/725 -- GLOBAL_STEP: 401000 | > loss_disc: 2.3541042804718018 (2.205370792181662) | > loss_disc_real_0: 0.1996135115623474 (0.13605435512765143) | > loss_disc_real_1: 0.22313201427459717 (0.19039413240415592) | > loss_disc_real_2: 0.22117412090301514 (0.1890682669392987) | > loss_disc_real_3: 0.20828862488269806 (0.2053277222500517) | > loss_disc_real_4: 0.23413409292697906 (0.1946481736559495) | > loss_disc_real_5: 0.18695516884326935 (0.20852517852790997) | > loss_0: 2.3541042804718018 (2.205370792181662) | > grad_norm_0: tensor(29.8865, device='cuda:0') (tensor(20.9872, device='cuda:0')) | > loss_gen: 2.6185479164123535 (2.76354560820885) | > loss_kl: 1.5616334676742554 (1.7106235716857163) | > loss_feat: 6.961606025695801 (8.269710317156656) | > loss_mel: 11.812601089477539 (12.880211119558304) | > loss_duration: 1.586055040359497 (1.6622931947505548) | > amp_scaler: 256.0 (279.00653594771234) | > loss_1: 24.540443420410156 (27.286383828306523) | > grad_norm_1: tensor(159.8949, device='cuda:0') (tensor(350.5395, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8376 (0.8665183946198106) | > loader_time: 0.0087 (0.010346767169977346) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_401000.pth  --> TIME: 2025-05-12 04:11:28 -- STEP: 662/725 -- GLOBAL_STEP: 401050 | > loss_disc: 2.2466864585876465 (2.205444610190894) | > loss_disc_real_0: 0.18399488925933838 (0.1364292333583456) | > loss_disc_real_1: 0.23039692640304565 (0.19050189884227559) | > loss_disc_real_2: 0.2404758185148239 (0.18904854510305852) | > loss_disc_real_3: 0.2185089886188507 (0.2053837758851915) | > loss_disc_real_4: 0.1770274043083191 (0.19461087875765976) | > loss_disc_real_5: 0.18453331291675568 (0.20827171267249434) | > loss_0: 2.2466864585876465 (2.205444610190894) | > grad_norm_0: tensor(37.0188, device='cuda:0') (tensor(21.1259, device='cuda:0')) | > loss_gen: 2.613801956176758 (2.763981670051184) | > loss_kl: 1.8226423263549805 (1.7092909949783832) | > loss_feat: 8.271454811096191 (8.265198230023099) | > loss_mel: 13.436067581176758 (12.874531954797025) | > loss_duration: 1.678410291671753 (1.6625597417534654) | > amp_scaler: 256.0 (277.2688821752265) | > loss_1: 27.822376251220703 (27.275562609070388) | > grad_norm_1: tensor(434.0309, device='cuda:0') (tensor(352.2355, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.882 (0.866007781460926) | > loader_time: 0.01 (0.010327605322408544)  --> TIME: 2025-05-12 04:12:11 -- STEP: 712/725 -- GLOBAL_STEP: 401100 | > loss_disc: 2.27693247795105 (2.2062364158670538) | > loss_disc_real_0: 0.13928134739398956 (0.13642353139650282) | > loss_disc_real_1: 0.19659358263015747 (0.19043137380078926) | > loss_disc_real_2: 0.2072308212518692 (0.18921297102161988) | > loss_disc_real_3: 0.20421797037124634 (0.20534225877667403) | > loss_disc_real_4: 0.1854349672794342 (0.19459055175774553) | > loss_disc_real_5: 0.18593843281269073 (0.20845754655977983) | > loss_0: 2.27693247795105 (2.2062364158670538) | > grad_norm_0: tensor(19.3077, device='cuda:0') (tensor(21.0520, device='cuda:0')) | > loss_gen: 2.5641205310821533 (2.762374467729184) | > loss_kl: 1.6652171611785889 (1.7088605157110128) | > loss_feat: 8.022137641906738 (8.264800367060658) | > loss_mel: 12.022541999816895 (12.873240815119807) | > loss_duration: 1.6610294580459595 (1.6620067935646248) | > amp_scaler: 256.0 (275.77528089887636) | > loss_1: 25.935047149658203 (27.27128297559332) | > grad_norm_1: tensor(135.4906, device='cuda:0') (tensor(346.2700, device='cuda:0')) | > current_lr_0: 0.00018814041002774388 | > current_lr_1: 0.00018814041002774388 | > step_time: 0.8339 (0.8657215649492284) | > loader_time: 0.0108 (0.01033080997092002)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2839102745056152 (2.2839102745056152) | > loss_disc_real_0: 0.12532059848308563 (0.12532059848308563) | > loss_disc_real_1: 0.15743732452392578 (0.15743732452392578) | > loss_disc_real_2: 0.2672441303730011 (0.2672441303730011) | > loss_disc_real_3: 0.2548886835575104 (0.2548886835575104) | > loss_disc_real_4: 0.29148659110069275 (0.29148659110069275) | > loss_disc_real_5: 0.1976580023765564 (0.1976580023765564) | > loss_0: 2.2839102745056152 (2.2839102745056152) | > loss_gen: 2.908487319946289 (2.908487319946289) | > loss_kl: 2.2445228099823 (2.2445228099823) | > loss_feat: 9.640950202941895 (9.640950202941895) | > loss_mel: 15.267227172851562 (15.267227172851562) | > loss_duration: 1.7291890382766724 (1.7291890382766724) | > loss_1: 31.790376663208008 (31.790376663208008)  --> STEP: 1 | > loss_disc: 2.483522653579712 (2.483522653579712) | > loss_disc_real_0: 0.15836463868618011 (0.15836463868618011) | > loss_disc_real_1: 0.19215506315231323 (0.19215506315231323) | > loss_disc_real_2: 0.2353149950504303 (0.2353149950504303) | > loss_disc_real_3: 0.26932889223098755 (0.26932889223098755) | > loss_disc_real_4: 0.29560232162475586 (0.29560232162475586) | > loss_disc_real_5: 0.21916286647319794 (0.21916286647319794) | > loss_0: 2.483522653579712 (2.483522653579712) | > loss_gen: 2.549659252166748 (2.549659252166748) | > loss_kl: 2.156569480895996 (2.156569480895996) | > loss_feat: 6.635406970977783 (6.635406970977783) | > loss_mel: 11.839941024780273 (11.839941024780273) | > loss_duration: 1.8757405281066895 (1.8757405281066895) | > loss_1: 25.05731773376465 (25.05731773376465)  --> STEP: 2 | > loss_disc: 2.3492536544799805 (2.416388154029846) | > loss_disc_real_0: 0.14128291606903076 (0.14982377737760544) | > loss_disc_real_1: 0.1789911687374115 (0.18557311594486237) | > loss_disc_real_2: 0.24581553041934967 (0.24056526273488998) | > loss_disc_real_3: 0.25415000319480896 (0.26173944771289825) | > loss_disc_real_4: 0.28090983629226685 (0.28825607895851135) | > loss_disc_real_5: 0.20145373046398163 (0.21030829846858978) | > loss_0: 2.3492536544799805 (2.416388154029846) | > loss_gen: 2.7111902236938477 (2.630424737930298) | > loss_kl: 2.0986833572387695 (2.127626419067383) | > loss_feat: 8.1484375 (7.391922235488892) | > loss_mel: 13.348249435424805 (12.594095230102539) | > loss_duration: 1.865515947341919 (1.8706282377243042) | > loss_1: 28.172077178955078 (26.614697456359863)  --> STEP: 3 | > loss_disc: 2.3374059200286865 (2.3900607426961265) | > loss_disc_real_0: 0.14728514850139618 (0.14897756775220236) | > loss_disc_real_1: 0.17834731936454773 (0.18316451708475748) | > loss_disc_real_2: 0.21921740472316742 (0.2334493100643158) | > loss_disc_real_3: 0.25792738795280457 (0.2604687611262004) | > loss_disc_real_4: 0.2992052733898163 (0.291905810435613) | > loss_disc_real_5: 0.21538972854614258 (0.2120021084944407) | > loss_0: 2.3374059200286865 (2.3900607426961265) | > loss_gen: 2.8361775875091553 (2.6990090211232505) | > loss_kl: 2.292454481124878 (2.1825691064198813) | > loss_feat: 8.487807273864746 (7.757217248280843) | > loss_mel: 13.543320655822754 (12.910503705342611) | > loss_duration: 1.8565244674682617 (1.86592698097229) | > loss_1: 29.016284942626953 (27.415226618448894)  --> STEP: 4 | > loss_disc: 2.3660030364990234 (2.3840463161468506) | > loss_disc_real_0: 0.136795312166214 (0.14593200385570526) | > loss_disc_real_1: 0.17010338604450226 (0.17989923432469368) | > loss_disc_real_2: 0.2742173969745636 (0.24364133179187775) | > loss_disc_real_3: 0.24831877648830414 (0.2574312649667263) | > loss_disc_real_4: 0.28473740816116333 (0.2901137098670006) | > loss_disc_real_5: 0.19446957111358643 (0.20761897414922714) | > loss_0: 2.3660030364990234 (2.3840463161468506) | > loss_gen: 2.6672027111053467 (2.6910574436187744) | > loss_kl: 2.198946237564087 (2.1866633892059326) | > loss_feat: 8.62145709991455 (7.97327721118927) | > loss_mel: 14.532912254333496 (13.316105842590332) | > loss_duration: 1.7962982654571533 (1.8485198020935059) | > loss_1: 29.816816329956055 (28.015624046325684) --> EVAL PERFORMANCE | > avg_loader_time: 0.32674509286880493 (+0.0019953250885009766) | > avg_loss_disc: 2.3840463161468506 (+0.06896311044692993) | > avg_loss_disc_real_0: 0.14593200385570526 (+0.004093274474143982) | > avg_loss_disc_real_1: 0.17989923432469368 (+0.00618787482380867) | > avg_loss_disc_real_2: 0.24364133179187775 (+0.05058734863996506) | > avg_loss_disc_real_3: 0.2574312649667263 (+0.04521644115447998) | > avg_loss_disc_real_4: 0.2901137098670006 (+0.06035191938281059) | > avg_loss_disc_real_5: 0.20761897414922714 (+0.004277393221855164) | > avg_loss_0: 2.3840463161468506 (+0.06896311044692993) | > avg_loss_gen: 2.6910574436187744 (+0.21044737100601196) | > avg_loss_kl: 2.1866633892059326 (+0.09604024887084961) | > avg_loss_feat: 7.97327721118927 (+0.04074418544769287) | > avg_loss_mel: 13.316105842590332 (+0.12507343292236328) | > avg_loss_duration: 1.8485198020935059 (-0.00023803114891052246) | > avg_loss_1: 28.015624046325684 (+0.47206735610961914)  > EPOCH: 490/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 04:12:29)   --> TIME: 2025-05-12 04:13:04 -- STEP: 37/725 -- GLOBAL_STEP: 401150 | > loss_disc: 2.1808624267578125 (2.210114814139701) | > loss_disc_real_0: 0.12050703912973404 (0.13423301561458692) | > loss_disc_real_1: 0.17793652415275574 (0.1895708292722702) | > loss_disc_real_2: 0.18741807341575623 (0.18967698595008334) | > loss_disc_real_3: 0.1817188411951065 (0.20554897471054182) | > loss_disc_real_4: 0.1956607550382614 (0.19424340531632706) | > loss_disc_real_5: 0.20002849400043488 (0.21237885186801087) | > loss_0: 2.1808624267578125 (2.210114814139701) | > grad_norm_0: tensor(12.0875, device='cuda:0') (tensor(16.4254, device='cuda:0')) | > loss_gen: 2.975411891937256 (2.7532744987590894) | > loss_kl: 1.648161768913269 (1.7347023583747245) | > loss_feat: 9.279285430908203 (8.309713428084917) | > loss_mel: 13.427861213684082 (13.090025901794434) | > loss_duration: 1.6642097234725952 (1.6578862022709202) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.994930267333984 (27.545602386062214) | > grad_norm_1: tensor(306.7383, device='cuda:0') (tensor(267.3563, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8656 (0.8603560473467853) | > loader_time: 0.0101 (0.010511939590041703)  --> TIME: 2025-05-12 04:13:48 -- STEP: 87/725 -- GLOBAL_STEP: 401200 | > loss_disc: 2.447789430618286 (2.2120491047015127) | > loss_disc_real_0: 0.15126943588256836 (0.13599795060253692) | > loss_disc_real_1: 0.22525669634342194 (0.19034910870009455) | > loss_disc_real_2: 0.20764286816120148 (0.18950378637889337) | > loss_disc_real_3: 0.2217903435230255 (0.20594581362159772) | > loss_disc_real_4: 0.23320674896240234 (0.19393655383723907) | > loss_disc_real_5: 0.21569594740867615 (0.21109374141556092) | > loss_0: 2.447789430618286 (2.2120491047015127) | > grad_norm_0: tensor(12.6593, device='cuda:0') (tensor(17.5033, device='cuda:0')) | > loss_gen: 2.553809642791748 (2.7522012639319757) | > loss_kl: 1.826367735862732 (1.7433625404862152) | > loss_feat: 6.454813480377197 (8.322741678391383) | > loss_mel: 11.193653106689453 (13.084341663053666) | > loss_duration: 1.6302788257598877 (1.6603063536786484) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.658924102783203 (27.56295368589204) | > grad_norm_1: tensor(194.7911, device='cuda:0') (tensor(260.2239, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8341 (0.8700467115161062) | > loader_time: 0.0093 (0.010379495291874326)  --> TIME: 2025-05-12 04:14:32 -- STEP: 137/725 -- GLOBAL_STEP: 401250 | > loss_disc: 2.1696066856384277 (2.2082346451543535) | > loss_disc_real_0: 0.1577894538640976 (0.1366723675253618) | > loss_disc_real_1: 0.1859566569328308 (0.1908937314130964) | > loss_disc_real_2: 0.16305650770664215 (0.18796082515351092) | > loss_disc_real_3: 0.18170171976089478 (0.20466331909172725) | > loss_disc_real_4: 0.202060267329216 (0.1945841972627779) | > loss_disc_real_5: 0.2175287902355194 (0.21069762197724223) | > loss_0: 2.1696066856384277 (2.2082346451543535) | > grad_norm_0: tensor(17.5845, device='cuda:0') (tensor(18.8567, device='cuda:0')) | > loss_gen: 2.7798571586608887 (2.7601377059073338) | > loss_kl: 1.5364266633987427 (1.7266385346433542) | > loss_feat: 8.583373069763184 (8.344654006679562) | > loss_mel: 13.032750129699707 (13.071058113209522) | > loss_duration: 1.6324816942214966 (1.660627242422452) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.564889907836914 (27.56311562809631) | > grad_norm_1: tensor(355.6667, device='cuda:0') (tensor(285.8428, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8226 (0.8673112897107201) | > loader_time: 0.0095 (0.010343059136049588)  --> TIME: 2025-05-12 04:15:16 -- STEP: 187/725 -- GLOBAL_STEP: 401300 | > loss_disc: 2.288479804992676 (2.207472859219432) | > loss_disc_real_0: 0.16873641312122345 (0.1366215093649008) | > loss_disc_real_1: 0.1977519690990448 (0.1907049299561403) | > loss_disc_real_2: 0.19057275354862213 (0.18848735253441143) | > loss_disc_real_3: 0.22512157261371613 (0.20457901873371817) | > loss_disc_real_4: 0.18055060505867004 (0.1945606110727085) | > loss_disc_real_5: 0.24692688882350922 (0.2099852538841931) | > loss_0: 2.288479804992676 (2.207472859219432) | > grad_norm_0: tensor(21.5677, device='cuda:0') (tensor(19.0163, device='cuda:0')) | > loss_gen: 2.6415843963623047 (2.7624456372490553) | > loss_kl: 1.724927544593811 (1.7175941524658611) | > loss_feat: 7.690983295440674 (8.322769267036318) | > loss_mel: 11.626922607421875 (13.030488570106225) | > loss_duration: 1.6838750839233398 (1.662544778324066) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.36829376220703 (27.495842398169206) | > grad_norm_1: tensor(508.0555, device='cuda:0') (tensor(293.2097, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.855 (0.8637854466463792) | > loader_time: 0.0137 (0.010389141857942793)  --> TIME: 2025-05-12 04:15:59 -- STEP: 237/725 -- GLOBAL_STEP: 401350 | > loss_disc: 2.303117513656616 (2.2045259898221956) | > loss_disc_real_0: 0.17425458133220673 (0.13622517798897582) | > loss_disc_real_1: 0.21818727254867554 (0.19062972546629758) | > loss_disc_real_2: 0.19302575290203094 (0.1890931611699897) | > loss_disc_real_3: 0.22077181935310364 (0.2044506510601768) | > loss_disc_real_4: 0.21961531043052673 (0.1945786392512703) | > loss_disc_real_5: 0.26832619309425354 (0.2093520433590885) | > loss_0: 2.303117513656616 (2.2045259898221956) | > grad_norm_0: tensor(31.9991, device='cuda:0') (tensor(20.0654, device='cuda:0')) | > loss_gen: 2.6051323413848877 (2.7733736158926283) | > loss_kl: 1.7240076065063477 (1.7121356413837223) | > loss_feat: 7.661955833435059 (8.357621190920169) | > loss_mel: 12.708081245422363 (13.046793917563399) | > loss_duration: 1.6392097473144531 (1.6622144325876034) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.33838653564453 (27.552138823497145) | > grad_norm_1: tensor(375.9307, device='cuda:0') (tensor(310.4298, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8394 (0.8629660244229473) | > loader_time: 0.0127 (0.010378084102260413)  --> TIME: 2025-05-12 04:16:43 -- STEP: 287/725 -- GLOBAL_STEP: 401400 | > loss_disc: 2.239307403564453 (2.2114053270958034) | > loss_disc_real_0: 0.13642087578773499 (0.13847160575593387) | > loss_disc_real_1: 0.19984397292137146 (0.19072758346692192) | > loss_disc_real_2: 0.19913142919540405 (0.18977868603704695) | > loss_disc_real_3: 0.21432653069496155 (0.20532359302251596) | > loss_disc_real_4: 0.22304406762123108 (0.1946209148351323) | > loss_disc_real_5: 0.19846418499946594 (0.20950284273159217) | > loss_0: 2.239307403564453 (2.2114053270958034) | > grad_norm_0: tensor(24.3154, device='cuda:0') (tensor(20.3576, device='cuda:0')) | > loss_gen: 2.752349376678467 (2.766175789284789) | > loss_kl: 1.8386868238449097 (1.7083319749566321) | > loss_feat: 7.960744857788086 (8.301802864473462) | > loss_mel: 12.640320777893066 (12.99773426255283) | > loss_duration: 1.6672322750091553 (1.6616652493692858) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.85933494567871 (27.435710136067993) | > grad_norm_1: tensor(423.3962, device='cuda:0') (tensor(313.5539, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8204 (0.8621222208601258) | > loader_time: 0.01 (0.010403496878487723)  --> TIME: 2025-05-12 04:17:27 -- STEP: 337/725 -- GLOBAL_STEP: 401450 | > loss_disc: 2.123940944671631 (2.20832479955181) | > loss_disc_real_0: 0.1087874248623848 (0.13759600050548415) | > loss_disc_real_1: 0.1958332508802414 (0.19050862845751926) | > loss_disc_real_2: 0.1675003618001938 (0.18966536666059347) | > loss_disc_real_3: 0.20263837277889252 (0.20524015836970388) | > loss_disc_real_4: 0.21547263860702515 (0.19438349135021066) | > loss_disc_real_5: 0.22383955121040344 (0.2094277892515992) | > loss_0: 2.123940944671631 (2.20832479955181) | > grad_norm_0: tensor(35.6237, device='cuda:0') (tensor(20.2105, device='cuda:0')) | > loss_gen: 2.9256675243377686 (2.7673911694603084) | > loss_kl: 1.828450322151184 (1.7106065442371086) | > loss_feat: 9.14609432220459 (8.313905756975851) | > loss_mel: 13.58220100402832 (13.007550103728079) | > loss_duration: 1.6463359594345093 (1.6612079376990434) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.128747940063477 (27.460661506086854) | > grad_norm_1: tensor(425.0147, device='cuda:0') (tensor(312.7439, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8732 (0.8612374700495328) | > loader_time: 0.0113 (0.010360522510743637)  --> TIME: 2025-05-12 04:18:10 -- STEP: 387/725 -- GLOBAL_STEP: 401500 | > loss_disc: 2.218858242034912 (2.2071302605537806) | > loss_disc_real_0: 0.1349809318780899 (0.13729652306137147) | > loss_disc_real_1: 0.20663417875766754 (0.19040048522850642) | > loss_disc_real_2: 0.17160911858081818 (0.18971561315139743) | > loss_disc_real_3: 0.20430748164653778 (0.2051697254026891) | > loss_disc_real_4: 0.18454165756702423 (0.19395143417424926) | > loss_disc_real_5: 0.20491398870944977 (0.20923788583709904) | > loss_0: 2.218858242034912 (2.2071302605537806) | > grad_norm_0: tensor(26.0732, device='cuda:0') (tensor(20.2977, device='cuda:0')) | > loss_gen: 2.746563196182251 (2.7686177076295366) | > loss_kl: 1.736555576324463 (1.7178572447108975) | > loss_feat: 8.303279876708984 (8.319107550983281) | > loss_mel: 12.911160469055176 (13.002425573284935) | > loss_duration: 1.740779161453247 (1.6613201546730614) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.438339233398438 (27.469328251920004) | > grad_norm_1: tensor(348.5250, device='cuda:0') (tensor(314.5395, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.876 (0.8603927503876602) | > loader_time: 0.0098 (0.010321859857524712)  --> TIME: 2025-05-12 04:18:54 -- STEP: 437/725 -- GLOBAL_STEP: 401550 | > loss_disc: 2.1331570148468018 (2.206490508751684) | > loss_disc_real_0: 0.09872940182685852 (0.13695234718393662) | > loss_disc_real_1: 0.18582165241241455 (0.19009654152311498) | > loss_disc_real_2: 0.17721645534038544 (0.18968892339574384) | > loss_disc_real_3: 0.20506738126277924 (0.20525548370124547) | > loss_disc_real_4: 0.1803632229566574 (0.19393822605331643) | > loss_disc_real_5: 0.24676460027694702 (0.20944051263807023) | > loss_0: 2.1331570148468018 (2.206490508751684) | > grad_norm_0: tensor(18.0365, device='cuda:0') (tensor(20.0091, device='cuda:0')) | > loss_gen: 2.85384202003479 (2.7658822934742107) | > loss_kl: 1.743715763092041 (1.7204482699968175) | > loss_feat: 8.675281524658203 (8.313731308114333) | > loss_mel: 13.132831573486328 (12.976977952830586) | > loss_duration: 1.6282439231872559 (1.660998661403525) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.03391456604004 (27.438038492093643) | > grad_norm_1: tensor(387.0785, device='cuda:0') (tensor(311.4834, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8848 (0.8608209677637306) | > loader_time: 0.0097 (0.01028534640436588)  --> TIME: 2025-05-12 04:19:38 -- STEP: 487/725 -- GLOBAL_STEP: 401600 | > loss_disc: 2.248617649078369 (2.2054791643879006) | > loss_disc_real_0: 0.15312474966049194 (0.1367128876016858) | > loss_disc_real_1: 0.19024242460727692 (0.19006582308231676) | > loss_disc_real_2: 0.2040034383535385 (0.1895008876889148) | > loss_disc_real_3: 0.22782950103282928 (0.2052655286735088) | > loss_disc_real_4: 0.19483619928359985 (0.19377680884739207) | > loss_disc_real_5: 0.2017047107219696 (0.20946969211223923) | > loss_0: 2.248617649078369 (2.2054791643879006) | > grad_norm_0: tensor(11.8988, device='cuda:0') (tensor(19.7474, device='cuda:0')) | > loss_gen: 2.720735549926758 (2.765628262956529) | > loss_kl: 1.7346030473709106 (1.7215163773824547) | > loss_feat: 8.340353965759277 (8.310627878568978) | > loss_mel: 12.497172355651855 (12.978202512376857) | > loss_duration: 1.6533528566360474 (1.6613924584104784) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.946216583251953 (27.43736748431008) | > grad_norm_1: tensor(214.1953, device='cuda:0') (tensor(310.3674, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8214 (0.8609242248339332) | > loader_time: 0.0095 (0.010251739921021517)  --> TIME: 2025-05-12 04:20:21 -- STEP: 537/725 -- GLOBAL_STEP: 401650 | > loss_disc: 2.0826950073242188 (2.2056412659099873) | > loss_disc_real_0: 0.11198026686906815 (0.1366881727478578) | > loss_disc_real_1: 0.17478065192699432 (0.19029533374686922) | > loss_disc_real_2: 0.16557922959327698 (0.18933052332374628) | > loss_disc_real_3: 0.18757714331150055 (0.2050733340408105) | > loss_disc_real_4: 0.18697978556156158 (0.19377177090729186) | > loss_disc_real_5: 0.19236218929290771 (0.20962557293738285) | > loss_0: 2.0826950073242188 (2.2056412659099873) | > grad_norm_0: tensor(21.0030, device='cuda:0') (tensor(19.7652, device='cuda:0')) | > loss_gen: 2.9501311779022217 (2.764091463728324) | > loss_kl: 1.6821439266204834 (1.7260110202892311) | > loss_feat: 8.920358657836914 (8.303787044972667) | > loss_mel: 13.959321975708008 (12.969069095519231) | > loss_duration: 1.6795287132263184 (1.6620168830207385) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.191484451293945 (27.424975517741796) | > grad_norm_1: tensor(368.3908, device='cuda:0') (tensor(310.7761, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8605 (0.8604118961639691) | > loader_time: 0.0094 (0.010238484519375998)  --> TIME: 2025-05-12 04:21:05 -- STEP: 587/725 -- GLOBAL_STEP: 401700 | > loss_disc: 2.1276447772979736 (2.204576527848967) | > loss_disc_real_0: 0.13958874344825745 (0.13638123249225748) | > loss_disc_real_1: 0.18497490882873535 (0.1903674113587992) | > loss_disc_real_2: 0.20574912428855896 (0.18914401043822035) | > loss_disc_real_3: 0.18134893476963043 (0.2051062353932675) | > loss_disc_real_4: 0.1903250515460968 (0.19357068887459558) | > loss_disc_real_5: 0.23325634002685547 (0.20981670220523715) | > loss_0: 2.1276447772979736 (2.204576527848967) | > grad_norm_0: tensor(28.3736, device='cuda:0') (tensor(19.7395, device='cuda:0')) | > loss_gen: 2.8462934494018555 (2.766114601690886) | > loss_kl: 1.6967856884002686 (1.729042928507218) | > loss_feat: 9.124361038208008 (8.322146843807852) | > loss_mel: 14.039410591125488 (12.975596293070861) | > loss_duration: 1.6495113372802734 (1.6617064975595557) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.35636329650879 (27.45460716910419) | > grad_norm_1: tensor(466.4645, device='cuda:0') (tensor(310.0579, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8666 (0.8601399662141302) | > loader_time: 0.0099 (0.010214639075570056)  --> TIME: 2025-05-12 04:21:49 -- STEP: 637/725 -- GLOBAL_STEP: 401750 | > loss_disc: 2.1469569206237793 (2.204235692413486) | > loss_disc_real_0: 0.11102382093667984 (0.13623139711339569) | > loss_disc_real_1: 0.18977004289627075 (0.1903203009997657) | > loss_disc_real_2: 0.18751762807369232 (0.18912856858603794) | > loss_disc_real_3: 0.21892379224300385 (0.20515987988169565) | > loss_disc_real_4: 0.21532155573368073 (0.19355519948705588) | > loss_disc_real_5: 0.2038045972585678 (0.20978275264263901) | > loss_0: 2.1469569206237793 (2.204235692413486) | > grad_norm_0: tensor(18.2928, device='cuda:0') (tensor(19.7363, device='cuda:0')) | > loss_gen: 2.9747984409332275 (2.766959374141843) | > loss_kl: 1.823442816734314 (1.7298295660707599) | > loss_feat: 9.003575325012207 (8.324464159445997) | > loss_mel: 13.443443298339844 (12.981862054702075) | > loss_duration: 1.6252398490905762 (1.6614731121662085) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.870500564575195 (27.464588258105508) | > grad_norm_1: tensor(304.5150, device='cuda:0') (tensor(311.4666, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8553 (0.8601784795943762) | > loader_time: 0.0096 (0.01021070607603065)  --> TIME: 2025-05-12 04:22:32 -- STEP: 687/725 -- GLOBAL_STEP: 401800 | > loss_disc: 2.2492733001708984 (2.203919797138007) | > loss_disc_real_0: 0.19170822203159332 (0.13632032283875947) | > loss_disc_real_1: 0.2278197854757309 (0.19037736728895877) | > loss_disc_real_2: 0.19633826613426208 (0.1889897713104188) | > loss_disc_real_3: 0.19720458984375 (0.20506712499317298) | > loss_disc_real_4: 0.211244136095047 (0.19355426307935727) | > loss_disc_real_5: 0.19856786727905273 (0.20984246400679737) | > loss_0: 2.2492733001708984 (2.203919797138007) | > grad_norm_0: tensor(29.7652, device='cuda:0') (tensor(19.7481, device='cuda:0')) | > loss_gen: 2.8007874488830566 (2.7674799610954173) | > loss_kl: 1.7900570631027222 (1.7292377455959844) | > loss_feat: 8.75583553314209 (8.320736720572382) | > loss_mel: 13.626479148864746 (12.985871481583118) | > loss_duration: 1.6726659536361694 (1.6612769478099663) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.645824432373047 (27.464602843816277) | > grad_norm_1: tensor(282.6851, device='cuda:0') (tensor(311.4826, device='cuda:0')) | > current_lr_0: 0.00018811689247649042 | > current_lr_1: 0.00018811689247649042 | > step_time: 0.8722 (0.8596253964231181) | > loader_time: 0.0098 (0.010207908469343129)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.389591693878174 (2.389591693878174) | > loss_disc_real_0: 0.18817241489887238 (0.18817241489887238) | > loss_disc_real_1: 0.20825223624706268 (0.20825223624706268) | > loss_disc_real_2: 0.22293807566165924 (0.22293807566165924) | > loss_disc_real_3: 0.2801613211631775 (0.2801613211631775) | > loss_disc_real_4: 0.24227917194366455 (0.24227917194366455) | > loss_disc_real_5: 0.28262636065483093 (0.28262636065483093) | > loss_0: 2.389591693878174 (2.389591693878174) | > loss_gen: 2.8029377460479736 (2.8029377460479736) | > loss_kl: 2.289083957672119 (2.289083957672119) | > loss_feat: 8.02405834197998 (8.02405834197998) | > loss_mel: 13.076127052307129 (13.076127052307129) | > loss_duration: 1.7259018421173096 (1.7259018421173096) | > loss_1: 27.91811180114746 (27.91811180114746)  --> STEP: 1 | > loss_disc: 2.3131496906280518 (2.3131496906280518) | > loss_disc_real_0: 0.1812136173248291 (0.1812136173248291) | > loss_disc_real_1: 0.2193211317062378 (0.2193211317062378) | > loss_disc_real_2: 0.23062624037265778 (0.23062624037265778) | > loss_disc_real_3: 0.27367204427719116 (0.27367204427719116) | > loss_disc_real_4: 0.23095187544822693 (0.23095187544822693) | > loss_disc_real_5: 0.24034327268600464 (0.24034327268600464) | > loss_0: 2.3131496906280518 (2.3131496906280518) | > loss_gen: 2.9086718559265137 (2.9086718559265137) | > loss_kl: 2.1597137451171875 (2.1597137451171875) | > loss_feat: 8.100008964538574 (8.100008964538574) | > loss_mel: 13.086109161376953 (13.086109161376953) | > loss_duration: 1.8442888259887695 (1.8442888259887695) | > loss_1: 28.098793029785156 (28.098793029785156)  --> STEP: 2 | > loss_disc: 2.261249542236328 (2.28719961643219) | > loss_disc_real_0: 0.16386912763118744 (0.17254137247800827) | > loss_disc_real_1: 0.2074817270040512 (0.2134014293551445) | > loss_disc_real_2: 0.23131583631038666 (0.23097103834152222) | > loss_disc_real_3: 0.27836185693740845 (0.2760169506072998) | > loss_disc_real_4: 0.24494612216949463 (0.23794899880886078) | > loss_disc_real_5: 0.26376211643218994 (0.2520526945590973) | > loss_0: 2.261249542236328 (2.28719961643219) | > loss_gen: 3.0941781997680664 (3.00142502784729) | > loss_kl: 2.0865180492401123 (2.12311589717865) | > loss_feat: 8.662511825561523 (8.381260395050049) | > loss_mel: 14.109551429748535 (13.597830295562744) | > loss_duration: 1.8800761699676514 (1.8621824979782104) | > loss_1: 29.832834243774414 (28.965813636779785)  --> STEP: 3 | > loss_disc: 2.2820475101470947 (2.2854822476704917) | > loss_disc_real_0: 0.15884734690189362 (0.16797669728597006) | > loss_disc_real_1: 0.20652082562446594 (0.21110789477825165) | > loss_disc_real_2: 0.2206110805273056 (0.22751771907011667) | > loss_disc_real_3: 0.27098551392555237 (0.27433980504671734) | > loss_disc_real_4: 0.24249941110610962 (0.23946580290794373) | > loss_disc_real_5: 0.2405870258808136 (0.2482308049996694) | > loss_0: 2.2820475101470947 (2.2854822476704917) | > loss_gen: 2.9351978302001953 (2.9793492952982583) | > loss_kl: 1.8576370477676392 (2.0346229473749795) | > loss_feat: 8.759797096252441 (8.507439295450846) | > loss_mel: 13.408849716186523 (13.534836769104004) | > loss_duration: 1.8544495105743408 (1.859604835510254) | > loss_1: 28.81593132019043 (28.915852864583332)  --> STEP: 4 | > loss_disc: 2.454131841659546 (2.327644646167755) | > loss_disc_real_0: 0.2026738077402115 (0.1766509748995304) | > loss_disc_real_1: 0.21717756986618042 (0.21262531355023384) | > loss_disc_real_2: 0.24113883078098297 (0.23092299699783325) | > loss_disc_real_3: 0.27856504917144775 (0.27539611607789993) | > loss_disc_real_4: 0.2081499993801117 (0.23163685202598572) | > loss_disc_real_5: 0.2855764925479889 (0.25756722688674927) | > loss_0: 2.454131841659546 (2.327644646167755) | > loss_gen: 2.6501007080078125 (2.897037148475647) | > loss_kl: 1.941202998161316 (2.0112679600715637) | > loss_feat: 6.4042205810546875 (7.981634616851807) | > loss_mel: 10.767834663391113 (12.843086242675781) | > loss_duration: 1.8012025356292725 (1.8450042605400085) | > loss_1: 23.56456184387207 (27.578030109405518) --> EVAL PERFORMANCE | > avg_loader_time: 0.3439674377441406 (+0.017222344875335693) | > avg_loss_disc: 2.327644646167755 (-0.05640166997909546) | > avg_loss_disc_real_0: 0.1766509748995304 (+0.03071897104382515) | > avg_loss_disc_real_1: 0.21262531355023384 (+0.03272607922554016) | > avg_loss_disc_real_2: 0.23092299699783325 (-0.012718334794044495) | > avg_loss_disc_real_3: 0.27539611607789993 (+0.01796485111117363) | > avg_loss_disc_real_4: 0.23163685202598572 (-0.05847685784101486) | > avg_loss_disc_real_5: 0.25756722688674927 (+0.049948252737522125) | > avg_loss_0: 2.327644646167755 (-0.05640166997909546) | > avg_loss_gen: 2.897037148475647 (+0.20597970485687256) | > avg_loss_kl: 2.0112679600715637 (-0.1753954291343689) | > avg_loss_feat: 7.981634616851807 (+0.008357405662536621) | > avg_loss_mel: 12.843086242675781 (-0.4730195999145508) | > avg_loss_duration: 1.8450042605400085 (-0.0035155415534973145) | > avg_loss_1: 27.578030109405518 (-0.437593936920166)  > EPOCH: 491/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 04:23:12)   --> TIME: 2025-05-12 04:23:25 -- STEP: 12/725 -- GLOBAL_STEP: 401850 | > loss_disc: 2.0865869522094727 (2.2181835969289145) | > loss_disc_real_0: 0.12945525348186493 (0.13129202959438166) | > loss_disc_real_1: 0.1979648470878601 (0.19877315436800322) | > loss_disc_real_2: 0.17242088913917542 (0.19270952294270197) | > loss_disc_real_3: 0.16034096479415894 (0.21138782302538553) | > loss_disc_real_4: 0.1412380039691925 (0.1952072543402513) | > loss_disc_real_5: 0.25533419847488403 (0.21561072394251823) | > loss_0: 2.0865869522094727 (2.2181835969289145) | > grad_norm_0: tensor(20.0391, device='cuda:0') (tensor(19.2223, device='cuda:0')) | > loss_gen: 2.9342310428619385 (2.763292670249939) | > loss_kl: 1.682202935218811 (1.7389339903990428) | > loss_feat: 8.730815887451172 (8.322428782780966) | > loss_mel: 14.204391479492188 (13.333364089330038) | > loss_duration: 1.6700507402420044 (1.6534525156021118) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.22169303894043 (27.81147225697835) | > grad_norm_1: tensor(100.9517, device='cuda:0') (tensor(330.8583, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8413 (0.839323878288269) | > loader_time: 0.009 (0.009716769059499105)  --> TIME: 2025-05-12 04:24:08 -- STEP: 62/725 -- GLOBAL_STEP: 401900 | > loss_disc: 2.3678994178771973 (2.2058240867430166) | > loss_disc_real_0: 0.16535000503063202 (0.13371489365254677) | > loss_disc_real_1: 0.2239951193332672 (0.19325319653557194) | > loss_disc_real_2: 0.21017147600650787 (0.18989875287778915) | > loss_disc_real_3: 0.21575939655303955 (0.2067074230121028) | > loss_disc_real_4: 0.21005883812904358 (0.19520776478513593) | > loss_disc_real_5: 0.18098963797092438 (0.20851354997965596) | > loss_0: 2.3678994178771973 (2.2058240867430166) | > grad_norm_0: tensor(14.3968, device='cuda:0') (tensor(19.4978, device='cuda:0')) | > loss_gen: 2.493760347366333 (2.749904332622405) | > loss_kl: 1.542999029159546 (1.693769685683712) | > loss_feat: 6.640361785888672 (8.173704447284816) | > loss_mel: 10.565020561218262 (12.759752227414038) | > loss_duration: 1.703431248664856 (1.6580182371600982) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.945575714111328 (27.035148928242346) | > grad_norm_1: tensor(219.1512, device='cuda:0') (tensor(351.8478, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8505 (0.8597734397457492) | > loader_time: 0.0099 (0.010137723338219428)  --> TIME: 2025-05-12 04:24:52 -- STEP: 112/725 -- GLOBAL_STEP: 401950 | > loss_disc: 2.2675795555114746 (2.1998773664236064) | > loss_disc_real_0: 0.13929368555545807 (0.1334918583743274) | > loss_disc_real_1: 0.22657760977745056 (0.1920762193788375) | > loss_disc_real_2: 0.20953169465065002 (0.18827981355467013) | > loss_disc_real_3: 0.22329042851924896 (0.20671630757195608) | > loss_disc_real_4: 0.2005382776260376 (0.19384800868907145) | > loss_disc_real_5: 0.24120445549488068 (0.20869694836437702) | > loss_0: 2.2675795555114746 (2.1998773664236064) | > grad_norm_0: tensor(17.1043, device='cuda:0') (tensor(19.5226, device='cuda:0')) | > loss_gen: 2.7011990547180176 (2.762855382902283) | > loss_kl: 1.6114609241485596 (1.693238737327712) | > loss_feat: 7.764754772186279 (8.307438667331423) | > loss_mel: 12.275362968444824 (12.94586850915636) | > loss_duration: 1.6585837602615356 (1.6618907792227608) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.011362075805664 (27.371291943958827) | > grad_norm_1: tensor(222.2459, device='cuda:0') (tensor(335.1280, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8476 (0.8603233162845884) | > loader_time: 0.0098 (0.010171677385057722)  --> TIME: 2025-05-12 04:25:36 -- STEP: 162/725 -- GLOBAL_STEP: 402000 | > loss_disc: 2.1829278469085693 (2.1945473426654014) | > loss_disc_real_0: 0.1573372632265091 (0.1330882051016814) | > loss_disc_real_1: 0.17403937876224518 (0.1911370860941617) | > loss_disc_real_2: 0.16413918137550354 (0.18752873826909944) | > loss_disc_real_3: 0.17116974294185638 (0.2057101032064285) | > loss_disc_real_4: 0.16192035377025604 (0.1934865388421364) | > loss_disc_real_5: 0.19932538270950317 (0.20901686983343995) | > loss_0: 2.1829278469085693 (2.1945473426654014) | > grad_norm_0: tensor(15.4665, device='cuda:0') (tensor(19.2344, device='cuda:0')) | > loss_gen: 2.80300235748291 (2.771650751431783) | > loss_kl: 1.7500059604644775 (1.7045174844471025) | > loss_feat: 8.596150398254395 (8.37682185643985) | > loss_mel: 13.742606163024902 (12.997566052425057) | > loss_duration: 1.6171396970748901 (1.6620280823589844) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.5089054107666 (27.51258403872266) | > grad_norm_1: tensor(298.6783, device='cuda:0') (tensor(326.2518, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8492 (0.8588566176685286) | > loader_time: 0.0099 (0.01011131869422065) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_402000.pth  --> TIME: 2025-05-12 04:26:23 -- STEP: 212/725 -- GLOBAL_STEP: 402050 | > loss_disc: 2.205864191055298 (2.193583591929021) | > loss_disc_real_0: 0.12281247973442078 (0.13352115072731718) | > loss_disc_real_1: 0.1834789216518402 (0.19077763390147467) | > loss_disc_real_2: 0.18689434230327606 (0.1872594757181293) | > loss_disc_real_3: 0.21777166426181793 (0.2061467280365386) | > loss_disc_real_4: 0.21000942587852478 (0.19354844163611243) | > loss_disc_real_5: 0.2234344780445099 (0.2084481381582764) | > loss_0: 2.205864191055298 (2.193583591929021) | > grad_norm_0: tensor(11.5657, device='cuda:0') (tensor(20.0424, device='cuda:0')) | > loss_gen: 2.7162184715270996 (2.778076923118449) | > loss_kl: 1.623678207397461 (1.7044628403096829) | > loss_feat: 8.313943862915039 (8.382523631149867) | > loss_mel: 12.550883293151855 (13.016939500592791) | > loss_duration: 1.6793471574783325 (1.6621137587529309) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.88407325744629 (27.544116542024433) | > grad_norm_1: tensor(77.2857, device='cuda:0') (tensor(330.6710, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8583 (0.8596639576947914) | > loader_time: 0.0099 (0.010100642465195566)  --> TIME: 2025-05-12 04:27:06 -- STEP: 262/725 -- GLOBAL_STEP: 402100 | > loss_disc: 2.156996965408325 (2.202344589560996) | > loss_disc_real_0: 0.13969765603542328 (0.13821074116321028) | > loss_disc_real_1: 0.18806664645671844 (0.19060650450810226) | > loss_disc_real_2: 0.1526113748550415 (0.1881672423759489) | > loss_disc_real_3: 0.19616788625717163 (0.2063980782191262) | > loss_disc_real_4: 0.16730831563472748 (0.19356065761042) | > loss_disc_real_5: 0.21030329167842865 (0.20907010655594235) | > loss_0: 2.156996965408325 (2.202344589560996) | > grad_norm_0: tensor(13.1104, device='cuda:0') (tensor(20.0526, device='cuda:0')) | > loss_gen: 2.842839002609253 (2.774165203553121) | > loss_kl: 1.7169182300567627 (1.70840296627001) | > loss_feat: 8.394537925720215 (8.369117350978712) | > loss_mel: 13.38446044921875 (13.026224023513214) | > loss_duration: 1.6605556011199951 (1.6629859190860778) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.999309539794922 (27.540895374676655) | > grad_norm_1: tensor(377.2483, device='cuda:0') (tensor(325.8305, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.897 (0.8600402952150534) | > loader_time: 0.0109 (0.010090038976596513)  --> TIME: 2025-05-12 04:27:50 -- STEP: 312/725 -- GLOBAL_STEP: 402150 | > loss_disc: 2.0884625911712646 (2.205262490572074) | > loss_disc_real_0: 0.0987924262881279 (0.13831435958257862) | > loss_disc_real_1: 0.16778871417045593 (0.19065217597362327) | > loss_disc_real_2: 0.17768655717372894 (0.18880258619976345) | > loss_disc_real_3: 0.17739027738571167 (0.20638189469583518) | > loss_disc_real_4: 0.18017469346523285 (0.19351524496689818) | > loss_disc_real_5: 0.18117330968379974 (0.2091707827953192) | > loss_0: 2.0884625911712646 (2.205262490572074) | > grad_norm_0: tensor(18.8449, device='cuda:0') (tensor(20.0035, device='cuda:0')) | > loss_gen: 2.9008474349975586 (2.766483382536817) | > loss_kl: 1.7386070489883423 (1.7126917904004073) | > loss_feat: 9.440138816833496 (8.342252034407402) | > loss_mel: 13.956571578979492 (12.99147573495523) | > loss_duration: 1.6428011655807495 (1.6621481275711312) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.67896842956543 (27.47505099345476) | > grad_norm_1: tensor(142.9499, device='cuda:0') (tensor(323.1196, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8621 (0.8598260100071247) | > loader_time: 0.01 (0.010120763992651913)  --> TIME: 2025-05-12 04:28:34 -- STEP: 362/725 -- GLOBAL_STEP: 402200 | > loss_disc: 2.1289350986480713 (2.2048269714439797) | > loss_disc_real_0: 0.10295192152261734 (0.13774314053480138) | > loss_disc_real_1: 0.19545400142669678 (0.19056280607676646) | > loss_disc_real_2: 0.20592240989208221 (0.188735941990963) | > loss_disc_real_3: 0.19939503073692322 (0.20622694508805456) | > loss_disc_real_4: 0.2016143500804901 (0.19374116254939558) | > loss_disc_real_5: 0.20807017385959625 (0.20949045712776607) | > loss_0: 2.1289350986480713 (2.2048269714439797) | > grad_norm_0: tensor(12.1908, device='cuda:0') (tensor(19.4985, device='cuda:0')) | > loss_gen: 2.9291458129882812 (2.7612957796339197) | > loss_kl: 1.7687045335769653 (1.7142215203185107) | > loss_feat: 9.262514114379883 (8.32088584662801) | > loss_mel: 14.597969055175781 (12.953509852372486) | > loss_duration: 1.6007235050201416 (1.661194738432848) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.1590576171875 (27.411107663950208) | > grad_norm_1: tensor(325.9880, device='cuda:0') (tensor(316.6098, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8583 (0.8607334965500384) | > loader_time: 0.0111 (0.01012897359732106)  --> TIME: 2025-05-12 04:29:18 -- STEP: 412/725 -- GLOBAL_STEP: 402250 | > loss_disc: 2.2555785179138184 (2.2056454356434307) | > loss_disc_real_0: 0.18627330660820007 (0.13768907066760142) | > loss_disc_real_1: 0.21998266875743866 (0.19043000744095134) | > loss_disc_real_2: 0.19705460965633392 (0.1888076233704692) | > loss_disc_real_3: 0.23539745807647705 (0.20623188505618315) | > loss_disc_real_4: 0.2528175413608551 (0.19380460683147885) | > loss_disc_real_5: 0.19215840101242065 (0.20959325380695676) | > loss_0: 2.2555785179138184 (2.2056454356434307) | > grad_norm_0: tensor(25.9798, device='cuda:0') (tensor(19.5300, device='cuda:0')) | > loss_gen: 2.767638683319092 (2.758816891503568) | > loss_kl: 1.5579936504364014 (1.7143479811335074) | > loss_feat: 7.628572940826416 (8.305651795516884) | > loss_mel: 11.8272123336792 (12.933128831456013) | > loss_duration: 1.664130449295044 (1.661560377160323) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.44554901123047 (27.373505805302592) | > grad_norm_1: tensor(194.3089, device='cuda:0') (tensor(315.7755, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8606 (0.8607447540875778) | > loader_time: 0.0099 (0.010116187692845903)  --> TIME: 2025-05-12 04:30:02 -- STEP: 462/725 -- GLOBAL_STEP: 402300 | > loss_disc: 2.218644618988037 (2.206006020178528) | > loss_disc_real_0: 0.1269206553697586 (0.13797752781734837) | > loss_disc_real_1: 0.1769827902317047 (0.1904988007628041) | > loss_disc_real_2: 0.19041557610034943 (0.18881852224920737) | > loss_disc_real_3: 0.22144004702568054 (0.20613813519606855) | > loss_disc_real_4: 0.19433341920375824 (0.1935752389944477) | > loss_disc_real_5: 0.21421226859092712 (0.2096450315280394) | > loss_0: 2.218644618988037 (2.206006020178528) | > grad_norm_0: tensor(12.0340, device='cuda:0') (tensor(19.3446, device='cuda:0')) | > loss_gen: 2.68501877784729 (2.7563747766214037) | > loss_kl: 1.6355376243591309 (1.7138844875546244) | > loss_feat: 7.373076915740967 (8.285977629872107) | > loss_mel: 12.748340606689453 (12.910043501750735) | > loss_duration: 1.6818852424621582 (1.6612638077694621) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.123857498168945 (27.327544125643644) | > grad_norm_1: tensor(113.4417, device='cuda:0') (tensor(308.6713, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8091 (0.8612418345042637) | > loader_time: 0.0097 (0.010134985436608776)  --> TIME: 2025-05-12 04:30:46 -- STEP: 512/725 -- GLOBAL_STEP: 402350 | > loss_disc: 2.0832841396331787 (2.2063932027667774) | > loss_disc_real_0: 0.12108748406171799 (0.1375695009046467) | > loss_disc_real_1: 0.18438462913036346 (0.1906157096382231) | > loss_disc_real_2: 0.16026632487773895 (0.1888916008756496) | > loss_disc_real_3: 0.17227871716022491 (0.20599493125337173) | > loss_disc_real_4: 0.18838249146938324 (0.1938337396713905) | > loss_disc_real_5: 0.21358613669872284 (0.20964033508789726) | > loss_0: 2.0832841396331787 (2.2063932027667774) | > grad_norm_0: tensor(11.2014, device='cuda:0') (tensor(19.3981, device='cuda:0')) | > loss_gen: 2.9080862998962402 (2.7567954277619737) | > loss_kl: 1.8243598937988281 (1.7153883054852486) | > loss_feat: 8.899052619934082 (8.283835043199362) | > loss_mel: 13.157597541809082 (12.911026868969206) | > loss_duration: 1.6283822059631348 (1.662116849329323) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.417478561401367 (27.329162400215864) | > grad_norm_1: tensor(417.4415, device='cuda:0') (tensor(310.7837, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8593 (0.8609402314759791) | > loader_time: 0.0095 (0.010086935013532633)  --> TIME: 2025-05-12 04:31:29 -- STEP: 562/725 -- GLOBAL_STEP: 402400 | > loss_disc: 2.066815137863159 (2.2059957001132915) | > loss_disc_real_0: 0.12742523849010468 (0.1375436452598546) | > loss_disc_real_1: 0.17743559181690216 (0.190609896681487) | > loss_disc_real_2: 0.1697993278503418 (0.18873001658937685) | > loss_disc_real_3: 0.1685703694820404 (0.2057523842224871) | > loss_disc_real_4: 0.1938331425189972 (0.19398616842952057) | > loss_disc_real_5: 0.24994342029094696 (0.20969727359632578) | > loss_0: 2.066815137863159 (2.2059957001132915) | > grad_norm_0: tensor(26.5363, device='cuda:0') (tensor(19.6389, device='cuda:0')) | > loss_gen: 2.9616785049438477 (2.7568432190240078) | > loss_kl: 1.7931232452392578 (1.7152614761077638) | > loss_feat: 9.657246589660645 (8.284726669779877) | > loss_mel: 13.6195707321167 (12.91360135265093) | > loss_duration: 1.6304872035980225 (1.662015345809299) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.662107467651367 (27.332447981919263) | > grad_norm_1: tensor(412.1361, device='cuda:0') (tensor(313.8513, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.914 (0.8606115515970248) | > loader_time: 0.0104 (0.010062322922024433)  --> TIME: 2025-05-12 04:32:13 -- STEP: 612/725 -- GLOBAL_STEP: 402450 | > loss_disc: 2.2082576751708984 (2.2076871697030045) | > loss_disc_real_0: 0.14998574554920197 (0.13745075964606268) | > loss_disc_real_1: 0.19378888607025146 (0.19065978940503278) | > loss_disc_real_2: 0.17088523507118225 (0.18877778168207682) | > loss_disc_real_3: 0.2010359764099121 (0.2059273570289019) | > loss_disc_real_4: 0.2135070413351059 (0.19419855137471279) | > loss_disc_real_5: 0.2069423496723175 (0.20998985705032847) | > loss_0: 2.2082576751708984 (2.2076871697030045) | > grad_norm_0: tensor(19.3483, device='cuda:0') (tensor(19.4774, device='cuda:0')) | > loss_gen: 2.78708553314209 (2.7536150571567566) | > loss_kl: 1.6843045949935913 (1.7177342558218762) | > loss_feat: 8.437673568725586 (8.270620668635653) | > loss_mel: 13.344454765319824 (12.904928537755236) | > loss_duration: 1.5875084400177002 (1.6614431750540648) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.841026306152344 (27.308341652739294) | > grad_norm_1: tensor(274.4735, device='cuda:0') (tensor(310.1433, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8254 (0.860853401274463) | > loader_time: 0.009 (0.010081643762152174)  --> TIME: 2025-05-12 04:32:57 -- STEP: 662/725 -- GLOBAL_STEP: 402500 | > loss_disc: 2.251751184463501 (2.206416907447343) | > loss_disc_real_0: 0.13694554567337036 (0.1373706922227701) | > loss_disc_real_1: 0.19689619541168213 (0.1905096278404901) | > loss_disc_real_2: 0.20150204002857208 (0.18857628073306956) | > loss_disc_real_3: 0.25527194142341614 (0.20589902612107758) | > loss_disc_real_4: 0.18916893005371094 (0.19404091411396812) | > loss_disc_real_5: 0.23262694478034973 (0.20988751576476228) | > loss_0: 2.251751184463501 (2.206416907447343) | > grad_norm_0: tensor(14.6953, device='cuda:0') (tensor(19.5421, device='cuda:0')) | > loss_gen: 2.947596549987793 (2.7550006244117764) | > loss_kl: 1.7376008033752441 (1.7186592849719922) | > loss_feat: 8.372023582458496 (8.270232327394979) | > loss_mel: 12.732421875 (12.908658494401914) | > loss_duration: 1.692525863647461 (1.661961552419692) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.482168197631836 (27.314512252807628) | > grad_norm_1: tensor(57.8741, device='cuda:0') (tensor(310.0100, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8804 (0.860690639818543) | > loader_time: 0.0102 (0.010100390975929095)  --> TIME: 2025-05-12 04:33:41 -- STEP: 712/725 -- GLOBAL_STEP: 402550 | > loss_disc: 2.200653076171875 (2.207150321495668) | > loss_disc_real_0: 0.10659448057413101 (0.13759912333838376) | > loss_disc_real_1: 0.17342151701450348 (0.1906283465580324) | > loss_disc_real_2: 0.2108277827501297 (0.1886473886166395) | > loss_disc_real_3: 0.19453062117099762 (0.2057231596848938) | > loss_disc_real_4: 0.17370794713497162 (0.19404493546469154) | > loss_disc_real_5: 0.1957581341266632 (0.20988039848174941) | > loss_0: 2.200653076171875 (2.207150321495668) | > grad_norm_0: tensor(12.8008, device='cuda:0') (tensor(19.6167, device='cuda:0')) | > loss_gen: 2.6818971633911133 (2.7549287264936404) | > loss_kl: 1.6348633766174316 (1.7201291141885051) | > loss_feat: 8.527862548828125 (8.267432722482788) | > loss_mel: 12.851183891296387 (12.902237004108644) | > loss_duration: 1.6590088605880737 (1.6616891619194767) | > amp_scaler: 512.0 (262.8314606741572) | > loss_1: 27.354812622070312 (27.306416693698164) | > grad_norm_1: tensor(371.5046, device='cuda:0') (tensor(310.1190, device='cuda:0')) | > current_lr_0: 0.00018809337786493085 | > current_lr_1: 0.00018809337786493085 | > step_time: 0.8273 (0.8607192789570669) | > loader_time: 0.0108 (0.010103877340809683)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.47790789604187 (2.47790789604187) | > loss_disc_real_0: 0.1659540981054306 (0.1659540981054306) | > loss_disc_real_1: 0.22606180608272552 (0.22606180608272552) | > loss_disc_real_2: 0.2263123095035553 (0.2263123095035553) | > loss_disc_real_3: 0.25799909234046936 (0.25799909234046936) | > loss_disc_real_4: 0.24306023120880127 (0.24306023120880127) | > loss_disc_real_5: 0.27828532457351685 (0.27828532457351685) | > loss_0: 2.47790789604187 (2.47790789604187) | > loss_gen: 2.5598835945129395 (2.5598835945129395) | > loss_kl: 2.1675922870635986 (2.1675922870635986) | > loss_feat: 7.986423492431641 (7.986423492431641) | > loss_mel: 13.404095649719238 (13.404095649719238) | > loss_duration: 1.7261250019073486 (1.7261250019073486) | > loss_1: 27.844120025634766 (27.844120025634766)  --> STEP: 1 | > loss_disc: 2.4260778427124023 (2.4260778427124023) | > loss_disc_real_0: 0.1820545792579651 (0.1820545792579651) | > loss_disc_real_1: 0.21378359198570251 (0.21378359198570251) | > loss_disc_real_2: 0.2255578637123108 (0.2255578637123108) | > loss_disc_real_3: 0.2553626596927643 (0.2553626596927643) | > loss_disc_real_4: 0.22534897923469543 (0.22534897923469543) | > loss_disc_real_5: 0.24963414669036865 (0.24963414669036865) | > loss_0: 2.4260778427124023 (2.4260778427124023) | > loss_gen: 2.5393154621124268 (2.5393154621124268) | > loss_kl: 2.1617271900177 (2.1617271900177) | > loss_feat: 7.12713098526001 (7.12713098526001) | > loss_mel: 12.462777137756348 (12.462777137756348) | > loss_duration: 1.8619322776794434 (1.8619322776794434) | > loss_1: 26.15288543701172 (26.15288543701172)  --> STEP: 2 | > loss_disc: 2.1851537227630615 (2.305615782737732) | > loss_disc_real_0: 0.1471618264913559 (0.1646082028746605) | > loss_disc_real_1: 0.18512944877147675 (0.19945652037858963) | > loss_disc_real_2: 0.20722340047359467 (0.21639063209295273) | > loss_disc_real_3: 0.24856944382190704 (0.25196605175733566) | > loss_disc_real_4: 0.20422448217868805 (0.21478673070669174) | > loss_disc_real_5: 0.1920352429151535 (0.22083469480276108) | > loss_0: 2.1851537227630615 (2.305615782737732) | > loss_gen: 2.6822726726531982 (2.6107940673828125) | > loss_kl: 2.0031938552856445 (2.0824605226516724) | > loss_feat: 8.923670768737793 (8.025400876998901) | > loss_mel: 14.555289268493652 (13.509033203125) | > loss_duration: 1.8767619132995605 (1.869347095489502) | > loss_1: 30.041189193725586 (28.097037315368652)  --> STEP: 3 | > loss_disc: 2.3981966972351074 (2.3364760875701904) | > loss_disc_real_0: 0.15698479115962982 (0.16206706563631693) | > loss_disc_real_1: 0.20173536241054535 (0.20021613438924155) | > loss_disc_real_2: 0.23412466049194336 (0.22230197489261627) | > loss_disc_real_3: 0.26491183042526245 (0.2562813113133113) | > loss_disc_real_4: 0.23776087164878845 (0.22244477768739065) | > loss_disc_real_5: 0.2500248849391937 (0.23056475818157196) | > loss_0: 2.3981966972351074 (2.3364760875701904) | > loss_gen: 2.6066389083862305 (2.6094090143839517) | > loss_kl: 1.989263653755188 (2.0513948996861777) | > loss_feat: 7.882281303405762 (7.9776943524678545) | > loss_mel: 13.546802520751953 (13.521622975667318) | > loss_duration: 1.8648470640182495 (1.8678470849990845) | > loss_1: 27.889833450317383 (28.027969360351562)  --> STEP: 4 | > loss_disc: 2.388352870941162 (2.3494452834129333) | > loss_disc_real_0: 0.15278111398220062 (0.15974557772278786) | > loss_disc_real_1: 0.22234365344047546 (0.20574801415205002) | > loss_disc_real_2: 0.23229840397834778 (0.22480108216404915) | > loss_disc_real_3: 0.23206421732902527 (0.25022703781723976) | > loss_disc_real_4: 0.23600195348262787 (0.22583407163619995) | > loss_disc_real_5: 0.19193769991397858 (0.22090799361467361) | > loss_0: 2.388352870941162 (2.3494452834129333) | > loss_gen: 2.505587100982666 (2.5834535360336304) | > loss_kl: 1.823796033859253 (1.9944951832294464) | > loss_feat: 7.984985828399658 (7.979517221450806) | > loss_mel: 13.34964656829834 (13.478628873825073) | > loss_duration: 1.7938480377197266 (1.849347323179245) | > loss_1: 27.457862854003906 (27.88544273376465) --> EVAL PERFORMANCE | > avg_loader_time: 0.33229392766952515 (-0.011673510074615479) | > avg_loss_disc: 2.3494452834129333 (+0.021800637245178223) | > avg_loss_disc_real_0: 0.15974557772278786 (-0.016905397176742554) | > avg_loss_disc_real_1: 0.20574801415205002 (-0.006877299398183823) | > avg_loss_disc_real_2: 0.22480108216404915 (-0.006121914833784103) | > avg_loss_disc_real_3: 0.25022703781723976 (-0.02516907826066017) | > avg_loss_disc_real_4: 0.22583407163619995 (-0.005802780389785767) | > avg_loss_disc_real_5: 0.22090799361467361 (-0.03665923327207565) | > avg_loss_0: 2.3494452834129333 (+0.021800637245178223) | > avg_loss_gen: 2.5834535360336304 (-0.3135836124420166) | > avg_loss_kl: 1.9944951832294464 (-0.01677277684211731) | > avg_loss_feat: 7.979517221450806 (-0.0021173954010009766) | > avg_loss_mel: 13.478628873825073 (+0.635542631149292) | > avg_loss_duration: 1.849347323179245 (+0.00434306263923645) | > avg_loss_1: 27.88544273376465 (+0.30741262435913086)  > EPOCH: 492/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 04:33:58)   --> TIME: 2025-05-12 04:34:34 -- STEP: 37/725 -- GLOBAL_STEP: 402600 | > loss_disc: 2.29630970954895 (2.203791302603644) | > loss_disc_real_0: 0.13317808508872986 (0.13451577179335258) | > loss_disc_real_1: 0.17646090686321259 (0.19311631692422404) | > loss_disc_real_2: 0.17235985398292542 (0.18612652131029078) | > loss_disc_real_3: 0.22096507251262665 (0.20709362827442787) | > loss_disc_real_4: 0.2003937065601349 (0.1957197563873755) | > loss_disc_real_5: 0.23042996227741241 (0.20740751036115596) | > loss_0: 2.29630970954895 (2.203791302603644) | > grad_norm_0: tensor(11.0765, device='cuda:0') (tensor(18.0961, device='cuda:0')) | > loss_gen: 2.6017303466796875 (2.7579343641126477) | > loss_kl: 1.720055103302002 (1.7170258309390094) | > loss_feat: 7.2727131843566895 (8.315266106579754) | > loss_mel: 11.15870475769043 (12.923404642053553) | > loss_duration: 1.6552534103393555 (1.6591919145068608) | > amp_scaler: 512.0 (512.0) | > loss_1: 24.408458709716797 (27.372822735760668) | > grad_norm_1: tensor(72.8291, device='cuda:0') (tensor(295.8262, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8686 (0.8773271328694111) | > loader_time: 0.0106 (0.010752536155082084)  --> TIME: 2025-05-12 04:35:18 -- STEP: 87/725 -- GLOBAL_STEP: 402650 | > loss_disc: 2.172908067703247 (2.2052895967987753) | > loss_disc_real_0: 0.12807351350784302 (0.13536840908486272) | > loss_disc_real_1: 0.16571874916553497 (0.1906737003518247) | > loss_disc_real_2: 0.1713799685239792 (0.18885104255429624) | > loss_disc_real_3: 0.20433266460895538 (0.20583731261478078) | > loss_disc_real_4: 0.17316856980323792 (0.19444261953748507) | > loss_disc_real_5: 0.20813091099262238 (0.2077880685014286) | > loss_0: 2.172908067703247 (2.2052895967987753) | > grad_norm_0: tensor(13.7635, device='cuda:0') (tensor(20.0976, device='cuda:0')) | > loss_gen: 2.8624508380889893 (2.758500280051396) | > loss_kl: 1.6875500679016113 (1.7233335697787933) | > loss_feat: 8.2899169921875 (8.318135957608277) | > loss_mel: 12.702434539794922 (13.018093733951961) | > loss_duration: 1.6354353427886963 (1.661372594449712) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.17778778076172 (27.479436041294843) | > grad_norm_1: tensor(383.4768, device='cuda:0') (tensor(312.9265, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8388 (0.8713164877617496) | > loader_time: 0.0096 (0.010475240904709391)  --> TIME: 2025-05-12 04:36:02 -- STEP: 137/725 -- GLOBAL_STEP: 402700 | > loss_disc: 1.9746100902557373 (2.1934890190180196) | > loss_disc_real_0: 0.10194307565689087 (0.133883113898065) | > loss_disc_real_1: 0.16612957417964935 (0.18984761855898113) | > loss_disc_real_2: 0.18528878688812256 (0.18848325029341842) | > loss_disc_real_3: 0.17988966405391693 (0.20497105765516746) | > loss_disc_real_4: 0.18945468962192535 (0.1940201159811368) | > loss_disc_real_5: 0.17587827146053314 (0.20684441314996593) | > loss_0: 1.9746100902557373 (2.1934890190180196) | > grad_norm_0: tensor(17.6364, device='cuda:0') (tensor(19.8813, device='cuda:0')) | > loss_gen: 3.0150744915008545 (2.7696924957915816) | > loss_kl: 1.6899350881576538 (1.7236397623145667) | > loss_feat: 10.37682819366455 (8.381343970333571) | > loss_mel: 13.903684616088867 (13.01122621550177) | > loss_duration: 1.6244611740112305 (1.6612616559884843) | > amp_scaler: 512.0 (512.0) | > loss_1: 30.609981536865234 (27.547164067734766) | > grad_norm_1: tensor(432.1586, device='cuda:0') (tensor(326.0174, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8254 (0.8697563000839121) | > loader_time: 0.0099 (0.010418089636921013)  --> TIME: 2025-05-12 04:36:45 -- STEP: 187/725 -- GLOBAL_STEP: 402750 | > loss_disc: 2.224334955215454 (2.1965736960344757) | > loss_disc_real_0: 0.1482485830783844 (0.1349472748962316) | > loss_disc_real_1: 0.196225106716156 (0.18957650725216793) | > loss_disc_real_2: 0.19496850669384003 (0.1890979455435339) | > loss_disc_real_3: 0.19524505734443665 (0.20430000333543774) | > loss_disc_real_4: 0.17477117478847504 (0.1942257776776737) | > loss_disc_real_5: 0.21010352671146393 (0.20759316219046794) | > loss_0: 2.224334955215454 (2.1965736960344757) | > grad_norm_0: tensor(19.4799, device='cuda:0') (tensor(20.4986, device='cuda:0')) | > loss_gen: 2.747157573699951 (2.76725614644627) | > loss_kl: 1.7123467922210693 (1.7163654655058753) | > loss_feat: 7.756711959838867 (8.334427043078412) | > loss_mel: 12.39818286895752 (12.957537773458716) | > loss_duration: 1.6652318239212036 (1.6626397218296234) | > amp_scaler: 512.0 (512.0) | > loss_1: 26.279630661010742 (27.43822613884421) | > grad_norm_1: tensor(427.2195, device='cuda:0') (tensor(332.3859, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8674 (0.8669263385833903) | > loader_time: 0.0098 (0.010368605985998473)  --> TIME: 2025-05-12 04:37:30 -- STEP: 237/725 -- GLOBAL_STEP: 402800 | > loss_disc: 2.1855151653289795 (2.199292879064373) | > loss_disc_real_0: 0.12409067898988724 (0.1346825206895921) | > loss_disc_real_1: 0.20703820884227753 (0.1900097194603224) | > loss_disc_real_2: 0.18425148725509644 (0.18899461325210856) | > loss_disc_real_3: 0.18222637474536896 (0.20492336524941254) | > loss_disc_real_4: 0.1867491900920868 (0.19447460418512047) | > loss_disc_real_5: 0.21677128970623016 (0.20815386821197562) | > loss_0: 2.1855151653289795 (2.199292879064373) | > grad_norm_0: tensor(20.7036, device='cuda:0') (tensor(20.3524, device='cuda:0')) | > loss_gen: 2.72977876663208 (2.7658534110346937) | > loss_kl: 2.0395703315734863 (1.712549590863256) | > loss_feat: 8.635787010192871 (8.328651506689528) | > loss_mel: 13.2642183303833 (12.94098046057335) | > loss_duration: 1.6651833057403564 (1.662482041346876) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.334537506103516 (27.41051698837602) | > grad_norm_1: tensor(378.1585, device='cuda:0') (tensor(333.1026, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8284 (0.8671328890675734) | > loader_time: 0.0096 (0.010336833664133582)  --> TIME: 2025-05-12 04:38:13 -- STEP: 287/725 -- GLOBAL_STEP: 402850 | > loss_disc: 2.312349796295166 (2.2003700517195837) | > loss_disc_real_0: 0.11639102548360825 (0.13488836446290237) | > loss_disc_real_1: 0.2225242704153061 (0.19027090617796266) | > loss_disc_real_2: 0.1968713402748108 (0.18885262824517088) | > loss_disc_real_3: 0.20288600027561188 (0.20529877750092693) | > loss_disc_real_4: 0.20101666450500488 (0.1946343923902678) | > loss_disc_real_5: 0.19363324344158173 (0.2075091928035956) | > loss_0: 2.312349796295166 (2.2003700517195837) | > grad_norm_0: tensor(25.4610, device='cuda:0') (tensor(21.1129, device='cuda:0')) | > loss_gen: 2.58602237701416 (2.7700089178849603) | > loss_kl: 1.7382789850234985 (1.7138830946712964) | > loss_feat: 7.695038318634033 (8.319278285063106) | > loss_mel: 11.951892852783203 (12.913798039798532) | > loss_duration: 1.6727583408355713 (1.6622878811500632) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.643991470336914 (27.37925617204726) | > grad_norm_1: tensor(489.8255, device='cuda:0') (tensor(344.7023, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8263 (0.865817845906115) | > loader_time: 0.0099 (0.010373450322433635)  --> TIME: 2025-05-12 04:38:57 -- STEP: 337/725 -- GLOBAL_STEP: 402900 | > loss_disc: 2.152484893798828 (2.2009460275180253) | > loss_disc_real_0: 0.12083017826080322 (0.13553238626934316) | > loss_disc_real_1: 0.163032665848732 (0.19018113520272753) | > loss_disc_real_2: 0.1717170625925064 (0.1887192062878821) | > loss_disc_real_3: 0.21142229437828064 (0.20550655319358205) | > loss_disc_real_4: 0.1695203185081482 (0.19484865223264844) | > loss_disc_real_5: 0.2033456563949585 (0.20750984677751982) | > loss_0: 2.152484893798828 (2.2009460275180253) | > grad_norm_0: tensor(21.1888, device='cuda:0') (tensor(21.9857, device='cuda:0')) | > loss_gen: 2.6279289722442627 (2.773004205007583) | > loss_kl: 1.5908888578414917 (1.7138875358536267) | > loss_feat: 8.445398330688477 (8.330626182103371) | > loss_mel: 13.153576850891113 (12.923660821659977) | > loss_duration: 1.651983380317688 (1.6619497162651948) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.469778060913086 (27.40312842303992) | > grad_norm_1: tensor(332.6476, device='cuda:0') (tensor(349.0475, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8877 (0.865423844193139) | > loader_time: 0.0106 (0.010295117997981672)  --> TIME: 2025-05-12 04:39:41 -- STEP: 387/725 -- GLOBAL_STEP: 402950 | > loss_disc: 2.3125033378601074 (2.1996497153003687) | > loss_disc_real_0: 0.15989644825458527 (0.13544938210831145) | > loss_disc_real_1: 0.20290251076221466 (0.19014257608458046) | > loss_disc_real_2: 0.24615615606307983 (0.1885277052104319) | > loss_disc_real_3: 0.23790699243545532 (0.20489788902514366) | > loss_disc_real_4: 0.19806666672229767 (0.19465237055021978) | > loss_disc_real_5: 0.22702443599700928 (0.20764825125381314) | > loss_0: 2.3125033378601074 (2.1996497153003687) | > grad_norm_0: tensor(21.6886, device='cuda:0') (tensor(21.4906, device='cuda:0')) | > loss_gen: 2.6878063678741455 (2.7718019239046185) | > loss_kl: 1.6468250751495361 (1.713315901830215) | > loss_feat: 7.39369535446167 (8.319926242187657) | > loss_mel: 11.804542541503906 (12.938864567483114) | > loss_duration: 1.7444900274276733 (1.6619584378654029) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.277359008789062 (27.405867066494253) | > grad_norm_1: tensor(427.7444, device='cuda:0') (tensor(343.7448, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8752 (0.8650539771530981) | > loader_time: 0.0096 (0.010303834920089688)  --> TIME: 2025-05-12 04:40:25 -- STEP: 437/725 -- GLOBAL_STEP: 403000 | > loss_disc: 2.1080806255340576 (2.1999901284887793) | > loss_disc_real_0: 0.09839306026697159 (0.1351379940213819) | > loss_disc_real_1: 0.14592520892620087 (0.19018220754864554) | > loss_disc_real_2: 0.1664760261774063 (0.18854056349880907) | > loss_disc_real_3: 0.18527089059352875 (0.20512213222085757) | > loss_disc_real_4: 0.15480679273605347 (0.19458795415591326) | > loss_disc_real_5: 0.22276203334331512 (0.20787153057157315) | > loss_0: 2.1080806255340576 (2.1999901284887793) | > grad_norm_0: tensor(9.6801, device='cuda:0') (tensor(21.5181, device='cuda:0')) | > loss_gen: 2.7988452911376953 (2.7708249975942114) | > loss_kl: 1.7478158473968506 (1.7131044709164165) | > loss_feat: 10.202774047851562 (8.327288529420068) | > loss_mel: 14.955790519714355 (12.929544867858183) | > loss_duration: 1.6176025867462158 (1.6620690129714375) | > amp_scaler: 512.0 (512.0) | > loss_1: 31.32282829284668 (27.40283189158145) | > grad_norm_1: tensor(353.3806, device='cuda:0') (tensor(346.6749, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.9035 (0.8648588771951009) | > loader_time: 0.0128 (0.010308050727407777) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_403000.pth  --> TIME: 2025-05-12 04:41:11 -- STEP: 487/725 -- GLOBAL_STEP: 403050 | > loss_disc: 2.238609552383423 (2.20197693572152) | > loss_disc_real_0: 0.11303236335515976 (0.13510199870294615) | > loss_disc_real_1: 0.19841498136520386 (0.19042192586148782) | > loss_disc_real_2: 0.1764346957206726 (0.1889958077204056) | > loss_disc_real_3: 0.1832629293203354 (0.20522041303665983) | > loss_disc_real_4: 0.19557246565818787 (0.19451006319855768) | > loss_disc_real_5: 0.19665470719337463 (0.20803692324939943) | > loss_0: 2.238609552383423 (2.20197693572152) | > grad_norm_0: tensor(31.8207, device='cuda:0') (tensor(21.5687, device='cuda:0')) | > loss_gen: 2.627833127975464 (2.766815128757236) | > loss_kl: 1.8292255401611328 (1.71125595133897) | > loss_feat: 6.810726165771484 (8.298103182712376) | > loss_mel: 11.350459098815918 (12.92202452908306) | > loss_duration: 1.6222243309020996 (1.6622835140698258) | > amp_scaler: 512.0 (512.0) | > loss_1: 24.240467071533203 (27.36048230791973) | > grad_norm_1: tensor(372.5521, device='cuda:0') (tensor(347.5886, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8319 (0.8645276719784591) | > loader_time: 0.0095 (0.01028671010074185)  --> TIME: 2025-05-12 04:41:55 -- STEP: 537/725 -- GLOBAL_STEP: 403100 | > loss_disc: 2.227943181991577 (2.2010304883427674) | > loss_disc_real_0: 0.1254868507385254 (0.13512721377489065) | > loss_disc_real_1: 0.23020292818546295 (0.19029412239623464) | > loss_disc_real_2: 0.18877512216567993 (0.1889600812334366) | > loss_disc_real_3: 0.22422543168067932 (0.20497855244402124) | > loss_disc_real_4: 0.19850747287273407 (0.1944417383528733) | > loss_disc_real_5: 0.1985388696193695 (0.20821029408462002) | > loss_0: 2.227943181991577 (2.2010304883427674) | > grad_norm_0: tensor(16.2856, device='cuda:0') (tensor(21.3730, device='cuda:0')) | > loss_gen: 2.767261028289795 (2.767411506375788) | > loss_kl: 1.7229490280151367 (1.7116848059428695) | > loss_feat: 8.60605525970459 (8.314110262211923) | > loss_mel: 12.784811973571777 (12.93922790690729) | > loss_duration: 1.6755836009979248 (1.66266927750195) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.556659698486328 (27.395103770705354) | > grad_norm_1: tensor(340.5674, device='cuda:0') (tensor(342.7311, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8748 (0.865147292724979) | > loader_time: 0.0104 (0.01026274283283028)  --> TIME: 2025-05-12 04:42:39 -- STEP: 587/725 -- GLOBAL_STEP: 403150 | > loss_disc: 2.3036048412323 (2.201785574170555) | > loss_disc_real_0: 0.1363806575536728 (0.13512954918042563) | > loss_disc_real_1: 0.2232842743396759 (0.19036991724163735) | > loss_disc_real_2: 0.20302151143550873 (0.18882112677194798) | > loss_disc_real_3: 0.21867309510707855 (0.20515203412488944) | > loss_disc_real_4: 0.21627268195152283 (0.1944251040685319) | > loss_disc_real_5: 0.21680215001106262 (0.20874154390021538) | > loss_0: 2.3036048412323 (2.201785574170555) | > grad_norm_0: tensor(11.5580, device='cuda:0') (tensor(21.0024, device='cuda:0')) | > loss_gen: 2.698314666748047 (2.764704616959294) | > loss_kl: 1.6886074542999268 (1.7131950899933224) | > loss_feat: 7.27285623550415 (8.304606932391508) | > loss_mel: 11.213532447814941 (12.930813256479809) | > loss_duration: 1.6469779014587402 (1.6622275166860845) | > amp_scaler: 512.0 (512.0) | > loss_1: 24.520288467407227 (27.375547428553514) | > grad_norm_1: tensor(352.3661, device='cuda:0') (tensor(338.0371, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.872 (0.8649548022060626) | > loader_time: 0.0099 (0.010238131631984419)  --> TIME: 2025-05-12 04:43:23 -- STEP: 637/725 -- GLOBAL_STEP: 403200 | > loss_disc: 2.23022723197937 (2.200916774980314) | > loss_disc_real_0: 0.1429748833179474 (0.134853619655223) | > loss_disc_real_1: 0.18528391420841217 (0.19043162773879382) | > loss_disc_real_2: 0.19320937991142273 (0.1886535576973081) | > loss_disc_real_3: 0.20432919263839722 (0.20506751460127035) | > loss_disc_real_4: 0.20171284675598145 (0.19434133801299328) | > loss_disc_real_5: 0.2050076127052307 (0.20883041973484573) | > loss_0: 2.23022723197937 (2.200916774980314) | > grad_norm_0: tensor(8.5725, device='cuda:0') (tensor(21.0377, device='cuda:0')) | > loss_gen: 2.853583812713623 (2.7665180280406947) | > loss_kl: 1.8157294988632202 (1.7142722105119068) | > loss_feat: 7.594681262969971 (8.313493257040511) | > loss_mel: 12.17435359954834 (12.935669913958153) | > loss_duration: 1.6257447004318237 (1.662027374728696) | > amp_scaler: 512.0 (512.0) | > loss_1: 26.0640926361084 (27.391980807485535) | > grad_norm_1: tensor(499.4446, device='cuda:0') (tensor(337.2686, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8632 (0.8649993107494794) | > loader_time: 0.011 (0.010234939060181237)  --> TIME: 2025-05-12 04:44:07 -- STEP: 687/725 -- GLOBAL_STEP: 403250 | > loss_disc: 2.2075140476226807 (2.201301060042178) | > loss_disc_real_0: 0.15172728896141052 (0.13494501730326824) | > loss_disc_real_1: 0.20895852148532867 (0.19046905196476535) | > loss_disc_real_2: 0.20320603251457214 (0.1888016123308365) | > loss_disc_real_3: 0.16055525839328766 (0.20509675450980927) | > loss_disc_real_4: 0.167682945728302 (0.1943369204777645) | > loss_disc_real_5: 0.1999504417181015 (0.20872790998680293) | > loss_0: 2.2075140476226807 (2.201301060042178) | > grad_norm_0: tensor(33.4538, device='cuda:0') (tensor(21.3702, device='cuda:0')) | > loss_gen: 2.83276104927063 (2.7675491534986842) | > loss_kl: 1.712705135345459 (1.7143961095740528) | > loss_feat: 9.38937759399414 (8.311181797210828) | > loss_mel: 14.464152336120605 (12.937883145250431) | > loss_duration: 1.6704543828964233 (1.6619428928936073) | > amp_scaler: 512.0 (512.0) | > loss_1: 30.06945037841797 (27.392953111962285) | > grad_norm_1: tensor(436.9649, device='cuda:0') (tensor(339.6201, device='cuda:0')) | > current_lr_0: 0.00018806986619269772 | > current_lr_1: 0.00018806986619269772 | > step_time: 0.8635 (0.8643334241586658) | > loader_time: 0.0098 (0.01023534291696341)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.187737464904785 (2.187737464904785) | > loss_disc_real_0: 0.12958282232284546 (0.12958282232284546) | > loss_disc_real_1: 0.19379444420337677 (0.19379444420337677) | > loss_disc_real_2: 0.1791573017835617 (0.1791573017835617) | > loss_disc_real_3: 0.23753489553928375 (0.23753489553928375) | > loss_disc_real_4: 0.1767905056476593 (0.1767905056476593) | > loss_disc_real_5: 0.22892460227012634 (0.22892460227012634) | > loss_0: 2.187737464904785 (2.187737464904785) | > loss_gen: 2.761371374130249 (2.761371374130249) | > loss_kl: 2.1623599529266357 (2.1623599529266357) | > loss_feat: 8.875936508178711 (8.875936508178711) | > loss_mel: 14.354557991027832 (14.354557991027832) | > loss_duration: 1.741523265838623 (1.741523265838623) | > loss_1: 29.895750045776367 (29.895750045776367)  --> STEP: 1 | > loss_disc: 2.2607157230377197 (2.2607157230377197) | > loss_disc_real_0: 0.13752853870391846 (0.13752853870391846) | > loss_disc_real_1: 0.19752420485019684 (0.19752420485019684) | > loss_disc_real_2: 0.18862660229206085 (0.18862660229206085) | > loss_disc_real_3: 0.25204169750213623 (0.25204169750213623) | > loss_disc_real_4: 0.19260898232460022 (0.19260898232460022) | > loss_disc_real_5: 0.23692645132541656 (0.23692645132541656) | > loss_0: 2.2607157230377197 (2.2607157230377197) | > loss_gen: 2.730625629425049 (2.730625629425049) | > loss_kl: 2.20463490486145 (2.20463490486145) | > loss_feat: 8.578980445861816 (8.578980445861816) | > loss_mel: 14.088120460510254 (14.088120460510254) | > loss_duration: 1.858288288116455 (1.858288288116455) | > loss_1: 29.460647583007812 (29.460647583007812)  --> STEP: 2 | > loss_disc: 2.083427906036377 (2.1720718145370483) | > loss_disc_real_0: 0.1218203753232956 (0.12967445701360703) | > loss_disc_real_1: 0.1772504299879074 (0.18738731741905212) | > loss_disc_real_2: 0.17213726043701172 (0.18038193136453629) | > loss_disc_real_3: 0.23885448276996613 (0.24544809013605118) | > loss_disc_real_4: 0.18088316917419434 (0.18674607574939728) | > loss_disc_real_5: 0.19058355689048767 (0.21375500410795212) | > loss_0: 2.083427906036377 (2.1720718145370483) | > loss_gen: 2.85192608833313 (2.7912758588790894) | > loss_kl: 1.9725357294082642 (2.088585317134857) | > loss_feat: 9.187600135803223 (8.88329029083252) | > loss_mel: 14.94874382019043 (14.518432140350342) | > loss_duration: 1.885206937789917 (1.871747612953186) | > loss_1: 30.846012115478516 (30.153329849243164)  --> STEP: 3 | > loss_disc: 2.214688777923584 (2.186277468999227) | > loss_disc_real_0: 0.11555739492177963 (0.12496876964966457) | > loss_disc_real_1: 0.20396460592746735 (0.19291308025519052) | > loss_disc_real_2: 0.1829649806022644 (0.18124294777711233) | > loss_disc_real_3: 0.2464594691991806 (0.24578521649042764) | > loss_disc_real_4: 0.19725508987903595 (0.19024908045927683) | > loss_disc_real_5: 0.23323126137256622 (0.2202470898628235) | > loss_0: 2.214688777923584 (2.186277468999227) | > loss_gen: 2.6638050079345703 (2.7487855752309165) | > loss_kl: 1.9791498184204102 (2.052106817563375) | > loss_feat: 7.735567569732666 (8.500716050465902) | > loss_mel: 12.785541534423828 (13.940801938374838) | > loss_duration: 1.851058840751648 (1.8648513555526733) | > loss_1: 27.01512336730957 (29.107261021931965)  --> STEP: 4 | > loss_disc: 2.1753997802734375 (2.1835580468177795) | > loss_disc_real_0: 0.12456086277961731 (0.12486679293215275) | > loss_disc_real_1: 0.20097927749156952 (0.19492962956428528) | > loss_disc_real_2: 0.17153990268707275 (0.17881718650460243) | > loss_disc_real_3: 0.22542066872119904 (0.2406940795481205) | > loss_disc_real_4: 0.17862768471240997 (0.18734373152256012) | > loss_disc_real_5: 0.22417479753494263 (0.22122901678085327) | > loss_0: 2.1753997802734375 (2.1835580468177795) | > loss_gen: 2.764679431915283 (2.752759039402008) | > loss_kl: 1.9021738767623901 (2.0146235823631287) | > loss_feat: 9.725046157836914 (8.806798577308655) | > loss_mel: 14.359172821044922 (14.045394659042358) | > loss_duration: 1.7796403169631958 (1.843548595905304) | > loss_1: 30.530712127685547 (29.46312379837036) --> EVAL PERFORMANCE | > avg_loader_time: 0.3330730199813843 (+0.0007790923118591309) | > avg_loss_disc: 2.1835580468177795 (-0.1658872365951538) | > avg_loss_disc_real_0: 0.12486679293215275 (-0.03487878479063511) | > avg_loss_disc_real_1: 0.19492962956428528 (-0.01081838458776474) | > avg_loss_disc_real_2: 0.17881718650460243 (-0.045983895659446716) | > avg_loss_disc_real_3: 0.2406940795481205 (-0.009532958269119263) | > avg_loss_disc_real_4: 0.18734373152256012 (-0.03849034011363983) | > avg_loss_disc_real_5: 0.22122901678085327 (+0.000321023166179657) | > avg_loss_0: 2.1835580468177795 (-0.1658872365951538) | > avg_loss_gen: 2.752759039402008 (+0.16930550336837769) | > avg_loss_kl: 2.0146235823631287 (+0.02012839913368225) | > avg_loss_feat: 8.806798577308655 (+0.8272813558578491) | > avg_loss_mel: 14.045394659042358 (+0.5667657852172852) | > avg_loss_duration: 1.843548595905304 (-0.00579872727394104) | > avg_loss_1: 29.46312379837036 (+1.577681064605713)  > EPOCH: 493/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 04:44:47)   --> TIME: 2025-05-12 04:44:59 -- STEP: 12/725 -- GLOBAL_STEP: 403300 | > loss_disc: 2.2288386821746826 (2.202729860941569) | > loss_disc_real_0: 0.1391676366329193 (0.13131537847220898) | > loss_disc_real_1: 0.2177177518606186 (0.19547701502839723) | > loss_disc_real_2: 0.17485861480236053 (0.18949263046185175) | > loss_disc_real_3: 0.21077418327331543 (0.19547641401489577) | > loss_disc_real_4: 0.21375885605812073 (0.1965344324707985) | > loss_disc_real_5: 0.16742579638957977 (0.2083005147675673) | > loss_0: 2.2288386821746826 (2.202729860941569) | > grad_norm_0: tensor(16.2258, device='cuda:0') (tensor(19.0418, device='cuda:0')) | > loss_gen: 2.78745698928833 (2.7480504910151162) | > loss_kl: 1.5411633253097534 (1.6812622447808583) | > loss_feat: 8.353870391845703 (8.313123067220053) | > loss_mel: 13.022364616394043 (13.036519527435303) | > loss_duration: 1.6761605739593506 (1.6625285844008129) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.38101577758789 (27.441483815511067) | > grad_norm_1: tensor(196.1678, device='cuda:0') (tensor(282.4696, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8566 (0.8441902200380961) | > loader_time: 0.009 (0.010083715120951334)  --> TIME: 2025-05-12 04:45:44 -- STEP: 62/725 -- GLOBAL_STEP: 403350 | > loss_disc: 2.285072088241577 (2.2112528893255416) | > loss_disc_real_0: 0.13704682886600494 (0.13418177407114731) | > loss_disc_real_1: 0.22432608902454376 (0.19122542609130183) | > loss_disc_real_2: 0.19328773021697998 (0.1897965417273583) | > loss_disc_real_3: 0.2067854255437851 (0.20551657147945895) | > loss_disc_real_4: 0.1677825003862381 (0.19317893587773846) | > loss_disc_real_5: 0.18566012382507324 (0.2120321248808215) | > loss_0: 2.285072088241577 (2.2112528893255416) | > grad_norm_0: tensor(25.9644, device='cuda:0') (tensor(17.8122, device='cuda:0')) | > loss_gen: 2.5640714168548584 (2.729168276632986) | > loss_kl: 1.5729484558105469 (1.7027386407698355) | > loss_feat: 7.457405090332031 (8.221454151215093) | > loss_mel: 11.301255226135254 (12.875130053489439) | > loss_duration: 1.7061364650726318 (1.6601249883251805) | > amp_scaler: 512.0 (512.0) | > loss_1: 24.601816177368164 (27.188616045059696) | > grad_norm_1: tensor(372.5757, device='cuda:0') (tensor(293.9340, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8578 (0.8700316413756339) | > loader_time: 0.01 (0.01029269156917449)  --> TIME: 2025-05-12 04:46:28 -- STEP: 112/725 -- GLOBAL_STEP: 403400 | > loss_disc: 2.2123823165893555 (2.2054301606757294) | > loss_disc_real_0: 0.13895560801029205 (0.13548603993175276) | > loss_disc_real_1: 0.18898554146289825 (0.18986570289624588) | > loss_disc_real_2: 0.21070034801959991 (0.18922972639224359) | > loss_disc_real_3: 0.19705899059772491 (0.20405958060707366) | > loss_disc_real_4: 0.1896391212940216 (0.19392233355236907) | > loss_disc_real_5: 0.23987984657287598 (0.21019416688276188) | > loss_0: 2.2123823165893555 (2.2054301606757294) | > grad_norm_0: tensor(14.8101, device='cuda:0') (tensor(20.6933, device='cuda:0')) | > loss_gen: 2.9298572540283203 (2.757101921098573) | > loss_kl: 1.7446446418762207 (1.70735288304942) | > loss_feat: 7.51250696182251 (8.291566154786521) | > loss_mel: 12.103550910949707 (12.961673310824803) | > loss_duration: 1.6636364459991455 (1.6633708615388192) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.95419692993164 (27.381065113203867) | > grad_norm_1: tensor(421.3110, device='cuda:0') (tensor(344.5850, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8343 (0.8664799800940922) | > loader_time: 0.0098 (0.010289705225399567)  --> TIME: 2025-05-12 04:47:11 -- STEP: 162/725 -- GLOBAL_STEP: 403450 | > loss_disc: 2.0486397743225098 (2.1973487124030977) | > loss_disc_real_0: 0.08908447623252869 (0.13563962207164282) | > loss_disc_real_1: 0.1783604770898819 (0.18975350840224162) | > loss_disc_real_2: 0.1597864329814911 (0.18798153010415447) | > loss_disc_real_3: 0.18262645602226257 (0.20384702472775076) | > loss_disc_real_4: 0.17540478706359863 (0.19350608888967546) | > loss_disc_real_5: 0.19329003989696503 (0.20895138244937966) | > loss_0: 2.0486397743225098 (2.1973487124030977) | > grad_norm_0: tensor(27.9810, device='cuda:0') (tensor(22.9303, device='cuda:0')) | > loss_gen: 2.7705459594726562 (2.77664770167551) | > loss_kl: 1.7469546794891357 (1.7071787096835949) | > loss_feat: 9.25973892211914 (8.37567229329804) | > loss_mel: 14.21338939666748 (13.020972010530066) | > loss_duration: 1.6307274103164673 (1.6638489071233777) | > amp_scaler: 256.0 (483.55555555555554) | > loss_1: 29.621356964111328 (27.54431962378231) | > grad_norm_1: tensor(482.0876, device='cuda:0') (tensor(362.1988, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8486 (0.8621386495637305) | > loader_time: 0.0128 (0.010269977428294996)  --> TIME: 2025-05-12 04:47:55 -- STEP: 212/725 -- GLOBAL_STEP: 403500 | > loss_disc: 2.1722989082336426 (2.195290324822912) | > loss_disc_real_0: 0.170431450009346 (0.13512443684322645) | > loss_disc_real_1: 0.21388539671897888 (0.1895987931287514) | > loss_disc_real_2: 0.18119081854820251 (0.18786022067070007) | > loss_disc_real_3: 0.18435640633106232 (0.2039369825484618) | > loss_disc_real_4: 0.22136513888835907 (0.19369324395116777) | > loss_disc_real_5: 0.20819643139839172 (0.2084109347383931) | > loss_0: 2.1722989082336426 (2.195290324822912) | > grad_norm_0: tensor(37.2641, device='cuda:0') (tensor(23.0296, device='cuda:0')) | > loss_gen: 2.8074135780334473 (2.7729171480772647) | > loss_kl: 1.67807137966156 (1.7034463055853575) | > loss_feat: 9.04810905456543 (8.351286843137924) | > loss_mel: 14.072391510009766 (12.996517856166044) | > loss_duration: 1.6652418375015259 (1.6638394532338632) | > amp_scaler: 256.0 (429.8867924528302) | > loss_1: 29.27122688293457 (27.488007635440468) | > grad_norm_1: tensor(384.0044, device='cuda:0') (tensor(363.5633, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8448 (0.8611509091449234) | > loader_time: 0.0104 (0.010237586948106878)  --> TIME: 2025-05-12 04:48:38 -- STEP: 262/725 -- GLOBAL_STEP: 403550 | > loss_disc: 2.254955768585205 (2.1981008662522292) | > loss_disc_real_0: 0.15626591444015503 (0.13519209068808843) | > loss_disc_real_1: 0.2231152504682541 (0.1896621094632695) | > loss_disc_real_2: 0.2181103676557541 (0.18802251132162473) | > loss_disc_real_3: 0.2369813174009323 (0.2040535459536633) | > loss_disc_real_4: 0.21541813015937805 (0.19433799334837285) | > loss_disc_real_5: 0.2169218361377716 (0.2084661333160546) | > loss_0: 2.254955768585205 (2.1981008662522292) | > grad_norm_0: tensor(15.6962, device='cuda:0') (tensor(22.6903, device='cuda:0')) | > loss_gen: 2.7792134284973145 (2.7675870029070917) | > loss_kl: 1.6068753004074097 (1.7092472246585002) | > loss_feat: 7.667324066162109 (8.339381651113968) | > loss_mel: 12.254447937011719 (12.95432032519624) | > loss_duration: 1.6595149040222168 (1.665152319970022) | > amp_scaler: 256.0 (396.7022900763359) | > loss_1: 25.967376708984375 (27.435688564795573) | > grad_norm_1: tensor(380.4134, device='cuda:0') (tensor(359.7525, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8866 (0.8594872587509738) | > loader_time: 0.011 (0.010232473147734435)  --> TIME: 2025-05-12 04:49:21 -- STEP: 312/725 -- GLOBAL_STEP: 403600 | > loss_disc: 2.247208595275879 (2.1977403347308817) | > loss_disc_real_0: 0.12797494232654572 (0.13530553249307925) | > loss_disc_real_1: 0.18764230608940125 (0.1893705402811368) | > loss_disc_real_2: 0.18148572742938995 (0.18785596232956805) | > loss_disc_real_3: 0.21106882393360138 (0.20393241407015383) | > loss_disc_real_4: 0.14790089428424835 (0.1943508167870534) | > loss_disc_real_5: 0.23009724915027618 (0.20849800085983206) | > loss_0: 2.247208595275879 (2.1977403347308817) | > grad_norm_0: tensor(17.0599, device='cuda:0') (tensor(22.1821, device='cuda:0')) | > loss_gen: 2.751512289047241 (2.768208836897826) | > loss_kl: 1.7521042823791504 (1.7070350154088094) | > loss_feat: 7.9572672843933105 (8.332793958676174) | > loss_mel: 12.377984046936035 (12.970963811263054) | > loss_duration: 1.649204969406128 (1.664330521837259) | > amp_scaler: 256.0 (374.1538461538462) | > loss_1: 26.488073348999023 (27.443332176942093) | > grad_norm_1: tensor(180.0799, device='cuda:0') (tensor(351.3045, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8387 (0.8584921933137452) | > loader_time: 0.0099 (0.010206358555035716)  --> TIME: 2025-05-12 04:50:05 -- STEP: 362/725 -- GLOBAL_STEP: 403650 | > loss_disc: 2.1702089309692383 (2.19910717142221) | > loss_disc_real_0: 0.13756145536899567 (0.13550223270173878) | > loss_disc_real_1: 0.20589734613895416 (0.1894290575665005) | > loss_disc_real_2: 0.22197213768959045 (0.18840881420597855) | > loss_disc_real_3: 0.1977507770061493 (0.20397341127883004) | > loss_disc_real_4: 0.2139630764722824 (0.1946350507726327) | > loss_disc_real_5: 0.21990619599819183 (0.2082884653332483) | > loss_0: 2.1702089309692383 (2.19910717142221) | > grad_norm_0: tensor(22.5743, device='cuda:0') (tensor(22.3262, device='cuda:0')) | > loss_gen: 2.9537558555603027 (2.7704897730390003) | > loss_kl: 1.8760892152786255 (1.7120918137592505) | > loss_feat: 9.659138679504395 (8.318006345580306) | > loss_mel: 14.068096160888672 (12.963162258843685) | > loss_duration: 1.61456298828125 (1.6631007576515662) | > amp_scaler: 256.0 (357.83425414364626) | > loss_1: 30.17164421081543 (27.426851003868144) | > grad_norm_1: tensor(481.4157, device='cuda:0') (tensor(354.7312, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8518 (0.8588700920178743) | > loader_time: 0.0104 (0.010223627090454109)  --> TIME: 2025-05-12 04:50:49 -- STEP: 412/725 -- GLOBAL_STEP: 403700 | > loss_disc: 2.367851972579956 (2.199359234675621) | > loss_disc_real_0: 0.13538137078285217 (0.13526224227423228) | > loss_disc_real_1: 0.18162232637405396 (0.18951772815249499) | > loss_disc_real_2: 0.20486673712730408 (0.18834045663186655) | > loss_disc_real_3: 0.2197682410478592 (0.20400443184867645) | > loss_disc_real_4: 0.1840493083000183 (0.19439994442520794) | > loss_disc_real_5: 0.20060387253761292 (0.208102123251239) | > loss_0: 2.367851972579956 (2.199359234675621) | > grad_norm_0: tensor(25.1677, device='cuda:0') (tensor(22.3796, device='cuda:0')) | > loss_gen: 2.5062100887298584 (2.7699684772676627) | > loss_kl: 1.7712984085083008 (1.7174118262471505) | > loss_feat: 6.729208469390869 (8.314919147676637) | > loss_mel: 10.97376537322998 (12.971571112142021) | > loss_duration: 1.6597408056259155 (1.663508681417669) | > amp_scaler: 256.0 (345.47572815533965) | > loss_1: 23.64022445678711 (27.43737930464513) | > grad_norm_1: tensor(207.8863, device='cuda:0') (tensor(357.0617, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8606 (0.8595371709286587) | > loader_time: 0.0116 (0.010182384727070646)  --> TIME: 2025-05-12 04:51:33 -- STEP: 462/725 -- GLOBAL_STEP: 403750 | > loss_disc: 2.255957841873169 (2.1991940158786214) | > loss_disc_real_0: 0.11731510609388351 (0.13528163368245227) | > loss_disc_real_1: 0.20096731185913086 (0.18954322051692318) | > loss_disc_real_2: 0.2298751026391983 (0.18846189991865328) | > loss_disc_real_3: 0.19818487763404846 (0.2039001261517083) | > loss_disc_real_4: 0.1678922027349472 (0.19433483358843506) | > loss_disc_real_5: 0.21102309226989746 (0.20821460410630027) | > loss_0: 2.255957841873169 (2.1991940158786214) | > grad_norm_0: tensor(14.9922, device='cuda:0') (tensor(22.1254, device='cuda:0')) | > loss_gen: 2.6712512969970703 (2.7698325971504305) | > loss_kl: 1.5497760772705078 (1.7171063407675011) | > loss_feat: 8.227009773254395 (8.315565380699196) | > loss_mel: 13.44086742401123 (12.969873962980325) | > loss_duration: 1.6852807998657227 (1.6633617908923657) | > amp_scaler: 256.0 (335.79220779220765) | > loss_1: 27.57418441772461 (27.43574010345327) | > grad_norm_1: tensor(134.7783, device='cuda:0') (tensor(356.0741, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8042 (0.8589126367073553) | > loader_time: 0.0097 (0.01017529211003028)  --> TIME: 2025-05-12 04:52:16 -- STEP: 512/725 -- GLOBAL_STEP: 403800 | > loss_disc: 2.1468539237976074 (2.1990709053352493) | > loss_disc_real_0: 0.19872771203517914 (0.1353365758841392) | > loss_disc_real_1: 0.18107517063617706 (0.18962630807072856) | > loss_disc_real_2: 0.1810005158185959 (0.18861594150075695) | > loss_disc_real_3: 0.2113536298274994 (0.20400357982725836) | > loss_disc_real_4: 0.19206440448760986 (0.194377684063511) | > loss_disc_real_5: 0.21885588765144348 (0.20800583835807623) | > loss_0: 2.1468539237976074 (2.1990709053352493) | > grad_norm_0: tensor(35.7877, device='cuda:0') (tensor(22.0074, device='cuda:0')) | > loss_gen: 2.994821310043335 (2.7715505785308774) | > loss_kl: 1.8171643018722534 (1.7183528863824904) | > loss_feat: 8.665127754211426 (8.325401805341244) | > loss_mel: 13.502632141113281 (12.990909637883302) | > loss_duration: 1.6094598770141602 (1.6638739251066) | > amp_scaler: 256.0 (327.9999999999999) | > loss_1: 28.58920669555664 (27.47008888423443) | > grad_norm_1: tensor(449.0987, device='cuda:0') (tensor(357.9956, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.853 (0.8583911336027085) | > loader_time: 0.0104 (0.010193302296102057)  --> TIME: 2025-05-12 04:52:59 -- STEP: 562/725 -- GLOBAL_STEP: 403850 | > loss_disc: 2.091285228729248 (2.198307345346201) | > loss_disc_real_0: 0.14522889256477356 (0.13502095953902735) | > loss_disc_real_1: 0.17303305864334106 (0.18946835438445792) | > loss_disc_real_2: 0.19986723363399506 (0.18854932449890627) | > loss_disc_real_3: 0.16631250083446503 (0.20408672791677016) | > loss_disc_real_4: 0.17760279774665833 (0.19429405144949402) | > loss_disc_real_5: 0.24335283041000366 (0.20821942810592273) | > loss_0: 2.091285228729248 (2.198307345346201) | > grad_norm_0: tensor(36.7205, device='cuda:0') (tensor(22.0104, device='cuda:0')) | > loss_gen: 2.9464666843414307 (2.7718471895333288) | > loss_kl: 1.7544373273849487 (1.720818342899513) | > loss_feat: 9.044139862060547 (8.326487655741463) | > loss_mel: 13.262682914733887 (12.987931421218816) | > loss_duration: 1.6377041339874268 (1.6636977441794507) | > amp_scaler: 256.0 (321.59430604982197) | > loss_1: 28.645431518554688 (27.470782374996308) | > grad_norm_1: tensor(550.1599, device='cuda:0') (tensor(359.2393, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8869 (0.857724763320434) | > loader_time: 0.0097 (0.010188989792005882)  --> TIME: 2025-05-12 04:53:43 -- STEP: 612/725 -- GLOBAL_STEP: 403900 | > loss_disc: 2.2836198806762695 (2.197852627903809) | > loss_disc_real_0: 0.14400726556777954 (0.13489353492417755) | > loss_disc_real_1: 0.2369009107351303 (0.18956399187932615) | > loss_disc_real_2: 0.18570026755332947 (0.18842914271977992) | > loss_disc_real_3: 0.2121972143650055 (0.20406474521249718) | > loss_disc_real_4: 0.2095966339111328 (0.19431094623176873) | > loss_disc_real_5: 0.2111794352531433 (0.207948558860355) | > loss_0: 2.2836198806762695 (2.197852627903809) | > grad_norm_0: tensor(13.2601, device='cuda:0') (tensor(22.0648, device='cuda:0')) | > loss_gen: 2.6392951011657715 (2.7719085574929236) | > loss_kl: 1.5784556865692139 (1.7220546184412018) | > loss_feat: 7.378901481628418 (8.325150176590562) | > loss_mel: 12.584423065185547 (12.986505639319331) | > loss_duration: 1.590902328491211 (1.663337138937969) | > amp_scaler: 256.0 (316.235294117647) | > loss_1: 25.7719783782959 (27.468956165064395) | > grad_norm_1: tensor(140.6413, device='cuda:0') (tensor(357.0353, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8199 (0.8575627515518583) | > loader_time: 0.0093 (0.010153134663899745)  --> TIME: 2025-05-12 04:54:26 -- STEP: 662/725 -- GLOBAL_STEP: 403950 | > loss_disc: 2.194705009460449 (2.197796832218632) | > loss_disc_real_0: 0.17990392446517944 (0.13474254525094947) | > loss_disc_real_1: 0.1988062858581543 (0.18950967213808606) | > loss_disc_real_2: 0.21340152621269226 (0.18836340987970468) | > loss_disc_real_3: 0.17679354548454285 (0.20438051608664023) | > loss_disc_real_4: 0.18555812537670135 (0.1942578163166779) | > loss_disc_real_5: 0.22220225632190704 (0.2081401298818632) | > loss_0: 2.194705009460449 (2.197796832218632) | > grad_norm_0: tensor(24.3990, device='cuda:0') (tensor(21.8795, device='cuda:0')) | > loss_gen: 2.660323143005371 (2.771072598382425) | > loss_kl: 1.6990536451339722 (1.7235115710702191) | > loss_feat: 7.298015594482422 (8.317798013053265) | > loss_mel: 11.499189376831055 (12.97620635162308) | > loss_duration: 1.6657216548919678 (1.6637415504167448) | > amp_scaler: 256.0 (311.68580060422954) | > loss_1: 24.822303771972656 (27.45233013118502) | > grad_norm_1: tensor(409.2013, device='cuda:0') (tensor(354.9016, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8686 (0.8566891257496395) | > loader_time: 0.0103 (0.01014760649816507)  --> TIME: 2025-05-12 04:55:09 -- STEP: 712/725 -- GLOBAL_STEP: 404000 | > loss_disc: 2.2173492908477783 (2.1986197733812136) | > loss_disc_real_0: 0.12713615596294403 (0.13474472182059893) | > loss_disc_real_1: 0.1812313050031662 (0.18949775546370615) | > loss_disc_real_2: 0.19293266534805298 (0.18850505684784963) | > loss_disc_real_3: 0.18238051235675812 (0.20455912567591392) | > loss_disc_real_4: 0.16942815482616425 (0.19419315999394707) | > loss_disc_real_5: 0.19852037727832794 (0.2080904388737478) | > loss_0: 2.2173492908477783 (2.1986197733812136) | > grad_norm_0: tensor(25.7517, device='cuda:0') (tensor(22.0744, device='cuda:0')) | > loss_gen: 2.6801559925079346 (2.7712855533267673) | > loss_kl: 1.801749348640442 (1.7219220331210772) | > loss_feat: 8.101247787475586 (8.317083921995046) | > loss_mel: 11.76301097869873 (12.973575188872525) | > loss_duration: 1.643301010131836 (1.6632352749283394) | > amp_scaler: 256.0 (307.7752808988763) | > loss_1: 25.989465713500977 (27.44710203235069) | > grad_norm_1: tensor(443.7566, device='cuda:0') (tensor(356.2639, device='cuda:0')) | > current_lr_0: 0.00018804635745942361 | > current_lr_1: 0.00018804635745942361 | > step_time: 0.8326 (0.8566329164451425) | > loader_time: 0.0112 (0.010133599632241745) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_404000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.314816951751709 (2.314816951751709) | > loss_disc_real_0: 0.13968774676322937 (0.13968774676322937) | > loss_disc_real_1: 0.19864696264266968 (0.19864696264266968) | > loss_disc_real_2: 0.1756896823644638 (0.1756896823644638) | > loss_disc_real_3: 0.20447459816932678 (0.20447459816932678) | > loss_disc_real_4: 0.18034739792346954 (0.18034739792346954) | > loss_disc_real_5: 0.26036331057548523 (0.26036331057548523) | > loss_0: 2.314816951751709 (2.314816951751709) | > loss_gen: 2.5753934383392334 (2.5753934383392334) | > loss_kl: 2.098316192626953 (2.098316192626953) | > loss_feat: 7.635619640350342 (7.635619640350342) | > loss_mel: 13.712416648864746 (13.712416648864746) | > loss_duration: 1.7443697452545166 (1.7443697452545166) | > loss_1: 27.766117095947266 (27.766117095947266)  --> STEP: 1 | > loss_disc: 2.2821567058563232 (2.2821567058563232) | > loss_disc_real_0: 0.1361238658428192 (0.1361238658428192) | > loss_disc_real_1: 0.19638389348983765 (0.19638389348983765) | > loss_disc_real_2: 0.18357188999652863 (0.18357188999652863) | > loss_disc_real_3: 0.20196883380413055 (0.20196883380413055) | > loss_disc_real_4: 0.18569907546043396 (0.18569907546043396) | > loss_disc_real_5: 0.22307825088500977 (0.22307825088500977) | > loss_0: 2.2821567058563232 (2.2821567058563232) | > loss_gen: 2.5572094917297363 (2.5572094917297363) | > loss_kl: 2.0253031253814697 (2.0253031253814697) | > loss_feat: 7.314576148986816 (7.314576148986816) | > loss_mel: 12.56325626373291 (12.56325626373291) | > loss_duration: 1.8681672811508179 (1.8681672811508179) | > loss_1: 26.32851219177246 (26.32851219177246)  --> STEP: 2 | > loss_disc: 2.2542426586151123 (2.2681996822357178) | > loss_disc_real_0: 0.15148493647575378 (0.1438044011592865) | > loss_disc_real_1: 0.20876623690128326 (0.20257506519556046) | > loss_disc_real_2: 0.17136350274085999 (0.1774676963686943) | > loss_disc_real_3: 0.20778675377368927 (0.2048777937889099) | > loss_disc_real_4: 0.20197787880897522 (0.1938384771347046) | > loss_disc_real_5: 0.23516127467155457 (0.22911976277828217) | > loss_0: 2.2542426586151123 (2.2681996822357178) | > loss_gen: 2.7247352600097656 (2.640972375869751) | > loss_kl: 1.952940583229065 (1.9891218543052673) | > loss_feat: 8.4656982421875 (7.890137195587158) | > loss_mel: 14.434515953063965 (13.498886108398438) | > loss_duration: 1.8822935819625854 (1.8752304315567017) | > loss_1: 29.46018409729004 (27.89434814453125)  --> STEP: 3 | > loss_disc: 2.2706351280212402 (2.2690114974975586) | > loss_disc_real_0: 0.11606132239103317 (0.1345567082365354) | > loss_disc_real_1: 0.2094462513923645 (0.20486546059449515) | > loss_disc_real_2: 0.16974325478076935 (0.17489288250605264) | > loss_disc_real_3: 0.23060619831085205 (0.21345392862955728) | > loss_disc_real_4: 0.1884232610464096 (0.19203340510527292) | > loss_disc_real_5: 0.23707401752471924 (0.2317711810270945) | > loss_0: 2.2706351280212402 (2.2690114974975586) | > loss_gen: 2.7068042755126953 (2.662916342417399) | > loss_kl: 2.0746936798095703 (2.017645796140035) | > loss_feat: 8.29080581665039 (8.023693402608236) | > loss_mel: 13.509331703186035 (13.502367973327637) | > loss_duration: 1.8540289402008057 (1.868163267771403) | > loss_1: 28.435665130615234 (28.074787139892578)  --> STEP: 4 | > loss_disc: 2.4767675399780273 (2.320950508117676) | > loss_disc_real_0: 0.14660397171974182 (0.137568524107337) | > loss_disc_real_1: 0.2362682819366455 (0.21271616593003273) | > loss_disc_real_2: 0.1995132714509964 (0.1810479797422886) | > loss_disc_real_3: 0.20800703763961792 (0.21209220588207245) | > loss_disc_real_4: 0.18665887415409088 (0.19068977236747742) | > loss_disc_real_5: 0.22534656524658203 (0.2301650270819664) | > loss_0: 2.4767675399780273 (2.320950508117676) | > loss_gen: 2.249652624130249 (2.5596004128456116) | > loss_kl: 1.9358153343200684 (1.9971881806850433) | > loss_feat: 5.68942928314209 (7.440127372741699) | > loss_mel: 10.55589485168457 (12.76574969291687) | > loss_duration: 1.7799499034881592 (1.846109926700592) | > loss_1: 22.21074104309082 (26.60877561569214) --> EVAL PERFORMANCE | > avg_loader_time: 0.3296666741371155 (-0.003406345844268799) | > avg_loss_disc: 2.320950508117676 (+0.13739246129989624) | > avg_loss_disc_real_0: 0.137568524107337 (+0.01270173117518425) | > avg_loss_disc_real_1: 0.21271616593003273 (+0.017786536365747452) | > avg_loss_disc_real_2: 0.1810479797422886 (+0.0022307932376861572) | > avg_loss_disc_real_3: 0.21209220588207245 (-0.02860187366604805) | > avg_loss_disc_real_4: 0.19068977236747742 (+0.0033460408449172974) | > avg_loss_disc_real_5: 0.2301650270819664 (+0.008936010301113129) | > avg_loss_0: 2.320950508117676 (+0.13739246129989624) | > avg_loss_gen: 2.5596004128456116 (-0.19315862655639648) | > avg_loss_kl: 1.9971881806850433 (-0.017435401678085327) | > avg_loss_feat: 7.440127372741699 (-1.3666712045669556) | > avg_loss_mel: 12.76574969291687 (-1.2796449661254883) | > avg_loss_duration: 1.846109926700592 (+0.002561330795288086) | > avg_loss_1: 26.60877561569214 (-2.8543481826782227)  > EPOCH: 494/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 04:55:30)   --> TIME: 2025-05-12 04:56:04 -- STEP: 37/725 -- GLOBAL_STEP: 404050 | > loss_disc: 2.2674925327301025 (2.237266186121348) | > loss_disc_real_0: 0.11355626583099365 (0.13984314714734614) | > loss_disc_real_1: 0.18127475678920746 (0.19805780536419637) | > loss_disc_real_2: 0.1883419305086136 (0.19026757454549945) | > loss_disc_real_3: 0.22743426263332367 (0.2057659448804082) | > loss_disc_real_4: 0.2099350392818451 (0.19732693522363096) | > loss_disc_real_5: 0.22841764986515045 (0.20970378816127777) | > loss_0: 2.2674925327301025 (2.237266186121348) | > grad_norm_0: tensor(18.3720, device='cuda:0') (tensor(24.0265, device='cuda:0')) | > loss_gen: 2.606670618057251 (2.7232731355203166) | > loss_kl: 1.8159024715423584 (1.729387711834263) | > loss_feat: 7.314091682434082 (7.938196349788356) | > loss_mel: 11.062472343444824 (12.536681664956582) | > loss_duration: 1.6547789573669434 (1.6592852779336877) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.453916549682617 (26.586824417114258) | > grad_norm_1: tensor(377.4003, device='cuda:0') (tensor(405.8603, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8744 (0.8597348187420819) | > loader_time: 0.0112 (0.010099127485945419)  --> TIME: 2025-05-12 04:56:48 -- STEP: 87/725 -- GLOBAL_STEP: 404100 | > loss_disc: 2.2740745544433594 (2.22098358198144) | > loss_disc_real_0: 0.11182093620300293 (0.13723330096951847) | > loss_disc_real_1: 0.21426354348659515 (0.19615481023130754) | > loss_disc_real_2: 0.19507691264152527 (0.18980967039349436) | > loss_disc_real_3: 0.19363731145858765 (0.2059905655767726) | > loss_disc_real_4: 0.1971728503704071 (0.19561634837895975) | > loss_disc_real_5: 0.2257743775844574 (0.20890612420679508) | > loss_0: 2.2740745544433594 (2.22098358198144) | > grad_norm_0: tensor(15.1028, device='cuda:0') (tensor(24.2656, device='cuda:0')) | > loss_gen: 2.6131649017333984 (2.755754278994154) | > loss_kl: 1.6881673336029053 (1.7091975609461467) | > loss_feat: 7.35368013381958 (8.088520543328645) | > loss_mel: 12.603034973144531 (12.651563995185942) | > loss_duration: 1.6592748165130615 (1.660601604943988) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.917322158813477 (26.865638053280183) | > grad_norm_1: tensor(88.1704, device='cuda:0') (tensor(413.7728, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8401 (0.8604700565338135) | > loader_time: 0.0098 (0.010181314643772166)  --> TIME: 2025-05-12 04:57:32 -- STEP: 137/725 -- GLOBAL_STEP: 404150 | > loss_disc: 2.1100854873657227 (2.2056063726870683) | > loss_disc_real_0: 0.1334332525730133 (0.13585179647172457) | > loss_disc_real_1: 0.19058184325695038 (0.19446896070981554) | > loss_disc_real_2: 0.16154702007770538 (0.1876552617245347) | > loss_disc_real_3: 0.18892763555049896 (0.2047163170837138) | > loss_disc_real_4: 0.16117270290851593 (0.19424910571453347) | > loss_disc_real_5: 0.19906121492385864 (0.20869551762177127) | > loss_0: 2.1100854873657227 (2.2056063726870683) | > grad_norm_0: tensor(28.0242, device='cuda:0') (tensor(22.9737, device='cuda:0')) | > loss_gen: 2.8507537841796875 (2.7706210804681706) | > loss_kl: 1.759856939315796 (1.7023607266210292) | > loss_feat: 8.824270248413086 (8.213821710461247) | > loss_mel: 13.242416381835938 (12.827681541442871) | > loss_duration: 1.6404097080230713 (1.6603295568132053) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.317707061767578 (27.174814697599764) | > grad_norm_1: tensor(453.3254, device='cuda:0') (tensor(396.6126, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8352 (0.8616588898818859) | > loader_time: 0.0102 (0.010180903177191742)  --> TIME: 2025-05-12 04:58:16 -- STEP: 187/725 -- GLOBAL_STEP: 404200 | > loss_disc: 2.1592934131622314 (2.2052278984039217) | > loss_disc_real_0: 0.1480870395898819 (0.13664603133730704) | > loss_disc_real_1: 0.19114162027835846 (0.19429976457261786) | > loss_disc_real_2: 0.2015191912651062 (0.18837481298867395) | > loss_disc_real_3: 0.1913636326789856 (0.20491868018466522) | > loss_disc_real_4: 0.19662366807460785 (0.1938309470281244) | > loss_disc_real_5: 0.2417077124118805 (0.20760651506523398) | > loss_0: 2.1592934131622314 (2.2052278984039217) | > grad_norm_0: tensor(24.0569, device='cuda:0') (tensor(24.2345, device='cuda:0')) | > loss_gen: 2.768031597137451 (2.7807648347660807) | > loss_kl: 1.6428312063217163 (1.706179119048909) | > loss_feat: 8.227442741394043 (8.261628209588366) | > loss_mel: 12.799820899963379 (12.894616422806196) | > loss_duration: 1.6661803722381592 (1.6616209452165003) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.104305267333984 (27.304809590711955) | > grad_norm_1: tensor(589.0762, device='cuda:0') (tensor(406.2923, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8656 (0.8609863360297871) | > loader_time: 0.0119 (0.010209691715750466)  --> TIME: 2025-05-12 04:58:59 -- STEP: 237/725 -- GLOBAL_STEP: 404250 | > loss_disc: 2.125789165496826 (2.197215621481465) | > loss_disc_real_0: 0.11850430071353912 (0.1358153952073447) | > loss_disc_real_1: 0.20765553414821625 (0.19323780654854916) | > loss_disc_real_2: 0.20025315880775452 (0.18800072321660408) | > loss_disc_real_3: 0.16369125247001648 (0.2042584334370456) | > loss_disc_real_4: 0.19465963542461395 (0.19314003292518325) | > loss_disc_real_5: 0.20923803746700287 (0.20682103736994137) | > loss_0: 2.125789165496826 (2.197215621481465) | > grad_norm_0: tensor(24.4710, device='cuda:0') (tensor(24.0960, device='cuda:0')) | > loss_gen: 2.8655123710632324 (2.782533045056499) | > loss_kl: 1.7882046699523926 (1.708262697050843) | > loss_feat: 9.284398078918457 (8.300205387646646) | > loss_mel: 14.197359085083008 (12.924499781322883) | > loss_duration: 1.6466385126113892 (1.6617386904446887) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.782114028930664 (27.377239702120114) | > grad_norm_1: tensor(585.2616, device='cuda:0') (tensor(404.9555, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8392 (0.8612067206499445) | > loader_time: 0.0092 (0.010239157495619376)  --> TIME: 2025-05-12 04:59:43 -- STEP: 287/725 -- GLOBAL_STEP: 404300 | > loss_disc: 2.174872875213623 (2.1975507578367974) | > loss_disc_real_0: 0.11686880141496658 (0.13521730388394632) | > loss_disc_real_1: 0.19535550475120544 (0.1926232353112423) | > loss_disc_real_2: 0.1859191209077835 (0.1883623517452632) | > loss_disc_real_3: 0.1816057562828064 (0.2043954768454987) | > loss_disc_real_4: 0.1909235119819641 (0.1935287310063631) | > loss_disc_real_5: 0.21219511330127716 (0.2072476073320734) | > loss_0: 2.174872875213623 (2.1975507578367974) | > grad_norm_0: tensor(8.7129, device='cuda:0') (tensor(23.4536, device='cuda:0')) | > loss_gen: 2.8923563957214355 (2.7774235886563807) | > loss_kl: 1.7064378261566162 (1.7040934529454033) | > loss_feat: 8.280062675476074 (8.281223581227698) | > loss_mel: 12.654114723205566 (12.894936388793308) | > loss_duration: 1.6605238914489746 (1.661844413039576) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.193496704101562 (27.319521468690876) | > grad_norm_1: tensor(392.6915, device='cuda:0') (tensor(403.8066, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8216 (0.8599697039933154) | > loader_time: 0.0107 (0.010229684749962142)  --> TIME: 2025-05-12 05:00:27 -- STEP: 337/725 -- GLOBAL_STEP: 404350 | > loss_disc: 2.2248694896698 (2.201700492145754) | > loss_disc_real_0: 0.09635572135448456 (0.1360758632111975) | > loss_disc_real_1: 0.23460598289966583 (0.19278202265589447) | > loss_disc_real_2: 0.2042790651321411 (0.18900780777726045) | > loss_disc_real_3: 0.1958456188440323 (0.2045607876795336) | > loss_disc_real_4: 0.19820788502693176 (0.19365425620128554) | > loss_disc_real_5: 0.22035588324069977 (0.20766321019178333) | > loss_0: 2.2248694896698 (2.201700492145754) | > grad_norm_0: tensor(35.2291, device='cuda:0') (tensor(23.4583, device='cuda:0')) | > loss_gen: 2.678624391555786 (2.771925643926557) | > loss_kl: 1.7993484735488892 (1.7011818287988092) | > loss_feat: 7.701564311981201 (8.25508915988911) | > loss_mel: 12.4217529296875 (12.868128787869875) | > loss_duration: 1.647019624710083 (1.6611948561597643) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.248310089111328 (27.257520347391463) | > grad_norm_1: tensor(543.5172, device='cuda:0') (tensor(395.8045, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8876 (0.8599627739597853) | > loader_time: 0.0109 (0.010234125290143382)  --> TIME: 2025-05-12 05:01:10 -- STEP: 387/725 -- GLOBAL_STEP: 404400 | > loss_disc: 2.2416272163391113 (2.2015556734661725) | > loss_disc_real_0: 0.13686233758926392 (0.13588474571550851) | > loss_disc_real_1: 0.19229859113693237 (0.1921567263452273) | > loss_disc_real_2: 0.1644740253686905 (0.18880374159769803) | > loss_disc_real_3: 0.1971750557422638 (0.20454295345363074) | > loss_disc_real_4: 0.19178929924964905 (0.19382198751742827) | > loss_disc_real_5: 0.22659534215927124 (0.2083975663480833) | > loss_0: 2.2416272163391113 (2.2015556734661725) | > grad_norm_0: tensor(11.4318, device='cuda:0') (tensor(22.9465, device='cuda:0')) | > loss_gen: 2.77205753326416 (2.7691657475414795) | > loss_kl: 1.5253592729568481 (1.700774483286441) | > loss_feat: 7.805300235748291 (8.242440423300101) | > loss_mel: 12.965350151062012 (12.866834019505704) | > loss_duration: 1.7366228103637695 (1.6613968034739328) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.8046875 (27.24061155196) | > grad_norm_1: tensor(307.6871, device='cuda:0') (tensor(384.7672, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8733 (0.8599834934993615) | > loader_time: 0.0102 (0.010188383033417302)  --> TIME: 2025-05-12 05:01:54 -- STEP: 437/725 -- GLOBAL_STEP: 404450 | > loss_disc: 2.082061290740967 (2.1996554068078726) | > loss_disc_real_0: 0.1197628378868103 (0.13566382169655322) | > loss_disc_real_1: 0.1750068962574005 (0.1919455873338799) | > loss_disc_real_2: 0.1707770973443985 (0.18888270374157337) | > loss_disc_real_3: 0.19168345630168915 (0.20431297393494394) | > loss_disc_real_4: 0.2096717804670334 (0.19377949557669916) | > loss_disc_real_5: 0.21266968548297882 (0.208393409439028) | > loss_0: 2.082061290740967 (2.1996554068078726) | > grad_norm_0: tensor(24.4334, device='cuda:0') (tensor(22.9581, device='cuda:0')) | > loss_gen: 2.7626383304595947 (2.7714304078361787) | > loss_kl: 1.707969307899475 (1.6996391070516486) | > loss_feat: 8.576759338378906 (8.241221587226923) | > loss_mel: 13.66751766204834 (12.885715401690943) | > loss_duration: 1.6379936933517456 (1.6609509280398995) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.35287857055664 (27.258957502771025) | > grad_norm_1: tensor(485.1422, device='cuda:0') (tensor(381.0601, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8888 (0.8598936695256004) | > loader_time: 0.0098 (0.010184392776314673)  --> TIME: 2025-05-12 05:02:38 -- STEP: 487/725 -- GLOBAL_STEP: 404500 | > loss_disc: 2.1529266834259033 (2.200778348734737) | > loss_disc_real_0: 0.12620976567268372 (0.13581661232871445) | > loss_disc_real_1: 0.17140786349773407 (0.19194168430701414) | > loss_disc_real_2: 0.1948826164007187 (0.18900899625779177) | > loss_disc_real_3: 0.18783608078956604 (0.20448800239107692) | > loss_disc_real_4: 0.17417855560779572 (0.19398033591388916) | > loss_disc_real_5: 0.22629010677337646 (0.208405148046707) | > loss_0: 2.1529266834259033 (2.200778348734737) | > grad_norm_0: tensor(27.3253, device='cuda:0') (tensor(23.1180, device='cuda:0')) | > loss_gen: 2.731490135192871 (2.7691718699750942) | > loss_kl: 1.7875622510910034 (1.7004908470157725) | > loss_feat: 8.646882057189941 (8.225331761753777) | > loss_mel: 13.408609390258789 (12.8645794866511) | > loss_duration: 1.6335991621017456 (1.6613648400414402) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.208141326904297 (27.220938860758128) | > grad_norm_1: tensor(483.7153, device='cuda:0') (tensor(383.0222, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8221 (0.8606130141741931) | > loader_time: 0.0101 (0.010184404541579605)  --> TIME: 2025-05-12 05:03:21 -- STEP: 537/725 -- GLOBAL_STEP: 404550 | > loss_disc: 2.3584468364715576 (2.1999314257552514) | > loss_disc_real_0: 0.14634498953819275 (0.13594496377797546) | > loss_disc_real_1: 0.23114828765392303 (0.19169650297591134) | > loss_disc_real_2: 0.2129133939743042 (0.1891062596268272) | > loss_disc_real_3: 0.2058154046535492 (0.20458168321370634) | > loss_disc_real_4: 0.21340817213058472 (0.1940022478611997) | > loss_disc_real_5: 0.2084716111421585 (0.20790941369489147) | > loss_0: 2.3584468364715576 (2.1999314257552514) | > grad_norm_0: tensor(23.5538, device='cuda:0') (tensor(23.2706, device='cuda:0')) | > loss_gen: 2.4546849727630615 (2.770985249034517) | > loss_kl: 1.5551972389221191 (1.7031785580477012) | > loss_feat: 6.849468231201172 (8.242320176165418) | > loss_mel: 10.233781814575195 (12.875614727453595) | > loss_duration: 1.6811692714691162 (1.6619183493282095) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.774301528930664 (27.25401708222856) | > grad_norm_1: tensor(492.9084, device='cuda:0') (tensor(383.9981, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8433 (0.8599024471623935) | > loader_time: 0.0094 (0.010176207544195364)  --> TIME: 2025-05-12 05:04:05 -- STEP: 587/725 -- GLOBAL_STEP: 404600 | > loss_disc: 2.240598201751709 (2.198985538044009) | > loss_disc_real_0: 0.1731840819120407 (0.13557647725843283) | > loss_disc_real_1: 0.2014339119195938 (0.19156793688996684) | > loss_disc_real_2: 0.19062520563602448 (0.18912556305451525) | > loss_disc_real_3: 0.1952456682920456 (0.2045784953099499) | > loss_disc_real_4: 0.19696122407913208 (0.19373469460863474) | > loss_disc_real_5: 0.2591170370578766 (0.20806679286989285) | > loss_0: 2.240598201751709 (2.198985538044009) | > grad_norm_0: tensor(27.6309, device='cuda:0') (tensor(22.8375, device='cuda:0')) | > loss_gen: 2.778548002243042 (2.770386577667936) | > loss_kl: 1.6807135343551636 (1.7058509736491627) | > loss_feat: 8.192081451416016 (8.253833069711973) | > loss_mel: 13.013922691345215 (12.891796792792299) | > loss_duration: 1.6407862901687622 (1.6615518993575897) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.306053161621094 (27.283419353998507) | > grad_norm_1: tensor(368.8722, device='cuda:0') (tensor(375.7148, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8634 (0.8590316069796298) | > loader_time: 0.01 (0.010156671273850504)  --> TIME: 2025-05-12 05:04:48 -- STEP: 637/725 -- GLOBAL_STEP: 404650 | > loss_disc: 2.184194564819336 (2.1978064588325177) | > loss_disc_real_0: 0.13646072149276733 (0.13552859165885575) | > loss_disc_real_1: 0.17579837143421173 (0.19138418947415226) | > loss_disc_real_2: 0.18292805552482605 (0.18897915543809968) | > loss_disc_real_3: 0.19735656678676605 (0.20441529077581558) | > loss_disc_real_4: 0.16519734263420105 (0.19365443904508414) | > loss_disc_real_5: 0.23294229805469513 (0.2079714678660667) | > loss_0: 2.184194564819336 (2.1978064588325177) | > grad_norm_0: tensor(27.9243, device='cuda:0') (tensor(22.7188, device='cuda:0')) | > loss_gen: 2.653876304626465 (2.771601165295394) | > loss_kl: 1.7388925552368164 (1.7070953355666416) | > loss_feat: 8.352638244628906 (8.270540549579184) | > loss_mel: 13.160696029663086 (12.910228904412712) | > loss_duration: 1.6375157833099365 (1.6614373001610652) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.543621063232422 (27.320903281027707) | > grad_norm_1: tensor(518.6993, device='cuda:0') (tensor(372.6879, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8546 (0.858459305725816) | > loader_time: 0.0096 (0.010157825059756011)  --> TIME: 2025-05-12 05:05:31 -- STEP: 687/725 -- GLOBAL_STEP: 404700 | > loss_disc: 2.1941072940826416 (2.19801178683013) | > loss_disc_real_0: 0.10931091010570526 (0.13530858823001987) | > loss_disc_real_1: 0.1751004457473755 (0.1912213163518143) | > loss_disc_real_2: 0.21307286620140076 (0.18897647027799291) | > loss_disc_real_3: 0.20206640660762787 (0.20444521110564515) | > loss_disc_real_4: 0.21418386697769165 (0.19374452021618258) | > loss_disc_real_5: 0.1980000138282776 (0.20827869650144595) | > loss_0: 2.1941072940826416 (2.19801178683013) | > grad_norm_0: tensor(32.2642, device='cuda:0') (tensor(22.6016, device='cuda:0')) | > loss_gen: 2.7595701217651367 (2.7715546172085106) | > loss_kl: 1.6294413805007935 (1.706978063222449) | > loss_feat: 8.99422550201416 (8.275367229439459) | > loss_mel: 13.140349388122559 (12.92475325849552) | > loss_duration: 1.658414363861084 (1.66127536945815) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.1820011138916 (27.339928564546412) | > grad_norm_1: tensor(518.9705, device='cuda:0') (tensor(370.0401, device='cuda:0')) | > current_lr_0: 0.00018802285166474118 | > current_lr_1: 0.00018802285166474118 | > step_time: 0.8726 (0.8580651831592184) | > loader_time: 0.0101 (0.010184352921953724)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.5024101734161377 (2.5024101734161377) | > loss_disc_real_0: 0.27279484272003174 (0.27279484272003174) | > loss_disc_real_1: 0.2348426729440689 (0.2348426729440689) | > loss_disc_real_2: 0.22014109790325165 (0.22014109790325165) | > loss_disc_real_3: 0.2352910041809082 (0.2352910041809082) | > loss_disc_real_4: 0.24396075308322906 (0.24396075308322906) | > loss_disc_real_5: 0.2182082235813141 (0.2182082235813141) | > loss_0: 2.5024101734161377 (2.5024101734161377) | > loss_gen: 2.533560276031494 (2.533560276031494) | > loss_kl: 2.2521750926971436 (2.2521750926971436) | > loss_feat: 6.916455268859863 (6.916455268859863) | > loss_mel: 11.9260892868042 (11.9260892868042) | > loss_duration: 1.7287819385528564 (1.7287819385528564) | > loss_1: 25.3570613861084 (25.3570613861084)  --> STEP: 1 | > loss_disc: 2.327083110809326 (2.327083110809326) | > loss_disc_real_0: 0.21697305142879486 (0.21697305142879486) | > loss_disc_real_1: 0.21866200864315033 (0.21866200864315033) | > loss_disc_real_2: 0.21168437600135803 (0.21168437600135803) | > loss_disc_real_3: 0.22956052422523499 (0.22956052422523499) | > loss_disc_real_4: 0.22673113644123077 (0.22673113644123077) | > loss_disc_real_5: 0.21756894886493683 (0.21756894886493683) | > loss_0: 2.327083110809326 (2.327083110809326) | > loss_gen: 2.7320687770843506 (2.7320687770843506) | > loss_kl: 2.1615302562713623 (2.1615302562713623) | > loss_feat: 8.316590309143066 (8.316590309143066) | > loss_mel: 14.080732345581055 (14.080732345581055) | > loss_duration: 1.8736177682876587 (1.8736177682876587) | > loss_1: 29.164539337158203 (29.164539337158203)  --> STEP: 2 | > loss_disc: 2.5343985557556152 (2.4307408332824707) | > loss_disc_real_0: 0.2695121765136719 (0.24324261397123337) | > loss_disc_real_1: 0.23484554886817932 (0.22675377875566483) | > loss_disc_real_2: 0.24181251227855682 (0.22674844413995743) | > loss_disc_real_3: 0.22715866565704346 (0.22835959494113922) | > loss_disc_real_4: 0.2549145519733429 (0.24082284420728683) | > loss_disc_real_5: 0.2266557216644287 (0.22211233526468277) | > loss_0: 2.5343985557556152 (2.4307408332824707) | > loss_gen: 2.4958059787750244 (2.6139373779296875) | > loss_kl: 2.0306694507598877 (2.096099853515625) | > loss_feat: 5.891304016113281 (7.103947162628174) | > loss_mel: 10.864117622375488 (12.472424983978271) | > loss_duration: 1.8891587257385254 (1.881388247013092) | > loss_1: 23.17105484008789 (26.167797088623047)  --> STEP: 3 | > loss_disc: 2.414795398712158 (2.4254256884256997) | > loss_disc_real_0: 0.2733387053012848 (0.25327464441458386) | > loss_disc_real_1: 0.22717641294002533 (0.22689465681711832) | > loss_disc_real_2: 0.22400054335594177 (0.2258324772119522) | > loss_disc_real_3: 0.22855569422245026 (0.2284249613682429) | > loss_disc_real_4: 0.240560844540596 (0.24073551098505655) | > loss_disc_real_5: 0.22675177454948425 (0.22365881502628326) | > loss_0: 2.414795398712158 (2.4254256884256997) | > loss_gen: 2.756148338317871 (2.6613410313924155) | > loss_kl: 2.0240468978881836 (2.072082201639811) | > loss_feat: 7.414799213409424 (7.207564512888591) | > loss_mel: 12.997190475463867 (12.64734681447347) | > loss_duration: 1.856115698814392 (1.8729640642801921) | > loss_1: 27.04829978942871 (26.4612979888916)  --> STEP: 4 | > loss_disc: 2.2088348865509033 (2.3712779879570007) | > loss_disc_real_0: 0.2265464961528778 (0.24659260734915733) | > loss_disc_real_1: 0.22480355203151703 (0.226371880620718) | > loss_disc_real_2: 0.18421661853790283 (0.21542851254343987) | > loss_disc_real_3: 0.19120581448078156 (0.21912017464637756) | > loss_disc_real_4: 0.19745971262454987 (0.22991656139492989) | > loss_disc_real_5: 0.22096876800060272 (0.22298630326986313) | > loss_0: 2.2088348865509033 (2.3712779879570007) | > loss_gen: 2.8427445888519287 (2.7066919207572937) | > loss_kl: 2.26997971534729 (2.121556580066681) | > loss_feat: 8.87901782989502 (7.625427842140198) | > loss_mel: 14.300634384155273 (13.060668706893921) | > loss_duration: 1.7964240312576294 (1.8538290560245514) | > loss_1: 30.08880043029785 (27.368173599243164) --> EVAL PERFORMANCE | > avg_loader_time: 0.3494279980659485 (+0.019761323928833008) | > avg_loss_disc: 2.3712779879570007 (+0.05032747983932495) | > avg_loss_disc_real_0: 0.24659260734915733 (+0.10902408324182034) | > avg_loss_disc_real_1: 0.226371880620718 (+0.013655714690685272) | > avg_loss_disc_real_2: 0.21542851254343987 (+0.034380532801151276) | > avg_loss_disc_real_3: 0.21912017464637756 (+0.007027968764305115) | > avg_loss_disc_real_4: 0.22991656139492989 (+0.03922678902745247) | > avg_loss_disc_real_5: 0.22298630326986313 (-0.0071787238121032715) | > avg_loss_0: 2.3712779879570007 (+0.05032747983932495) | > avg_loss_gen: 2.7066919207572937 (+0.14709150791168213) | > avg_loss_kl: 2.121556580066681 (+0.12436839938163757) | > avg_loss_feat: 7.625427842140198 (+0.18530046939849854) | > avg_loss_mel: 13.060668706893921 (+0.2949190139770508) | > avg_loss_duration: 1.8538290560245514 (+0.007719129323959351) | > avg_loss_1: 27.368173599243164 (+0.7593979835510254)  > EPOCH: 495/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 05:06:11)   --> TIME: 2025-05-12 05:06:23 -- STEP: 12/725 -- GLOBAL_STEP: 404750 | > loss_disc: 2.287278652191162 (2.2096578876177473) | > loss_disc_real_0: 0.20032553374767303 (0.13726767214636007) | > loss_disc_real_1: 0.22885175049304962 (0.1955396607518196) | > loss_disc_real_2: 0.19512881338596344 (0.1864643394947052) | > loss_disc_real_3: 0.20506802201271057 (0.20615489284197488) | > loss_disc_real_4: 0.19699592888355255 (0.19745154306292534) | > loss_disc_real_5: 0.2505910396575928 (0.20947442079583803) | > loss_0: 2.287278652191162 (2.2096578876177473) | > grad_norm_0: tensor(43.3833, device='cuda:0') (tensor(30.7333, device='cuda:0')) | > loss_gen: 2.7273645401000977 (2.7940662701924643) | > loss_kl: 1.663985013961792 (1.735687494277954) | > loss_feat: 7.718376159667969 (8.090528885523478) | > loss_mel: 11.321030616760254 (12.637186924616495) | > loss_duration: 1.667562484741211 (1.6565856436888378) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.098318099975586 (26.91405502955119) | > grad_norm_1: tensor(515.4017, device='cuda:0') (tensor(480.7207, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8494 (0.8392488559087118) | > loader_time: 0.0113 (0.011579294999440512)  --> TIME: 2025-05-12 05:07:08 -- STEP: 62/725 -- GLOBAL_STEP: 404800 | > loss_disc: 2.105337142944336 (2.219944111762508) | > loss_disc_real_0: 0.13375721871852875 (0.13718855429080226) | > loss_disc_real_1: 0.16698816418647766 (0.19139781426037508) | > loss_disc_real_2: 0.15161707997322083 (0.1884701182284663) | > loss_disc_real_3: 0.1910559982061386 (0.20662488692229794) | > loss_disc_real_4: 0.19419178366661072 (0.19683606826489974) | > loss_disc_real_5: 0.17120453715324402 (0.20985626333182858) | > loss_0: 2.105337142944336 (2.219944111762508) | > grad_norm_0: tensor(17.9332, device='cuda:0') (tensor(24.2098, device='cuda:0')) | > loss_gen: 2.753399610519409 (2.7399800285216305) | > loss_kl: 1.7192411422729492 (1.7116112882091152) | > loss_feat: 9.202906608581543 (8.169710005483317) | > loss_mel: 13.92630672454834 (12.806445998530235) | > loss_duration: 1.6954054832458496 (1.656802652343627) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.297258377075195 (27.08454990386963) | > grad_norm_1: tensor(103.5393, device='cuda:0') (tensor(375.9517, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.863 (0.8650769879741054) | > loader_time: 0.0099 (0.01076630623109879)  --> TIME: 2025-05-12 05:07:52 -- STEP: 112/725 -- GLOBAL_STEP: 404850 | > loss_disc: 2.182504177093506 (2.218520279441561) | > loss_disc_real_0: 0.10911396890878677 (0.1374844964593649) | > loss_disc_real_1: 0.1667039692401886 (0.19135217967310122) | > loss_disc_real_2: 0.17117226123809814 (0.1882872153073549) | > loss_disc_real_3: 0.21554145216941833 (0.20597876169319665) | > loss_disc_real_4: 0.1692010909318924 (0.19503912808639662) | > loss_disc_real_5: 0.16675172746181488 (0.2101352084428072) | > loss_0: 2.182504177093506 (2.218520279441561) | > grad_norm_0: tensor(28.9794, device='cuda:0') (tensor(23.5199, device='cuda:0')) | > loss_gen: 2.8121337890625 (2.7311230280569623) | > loss_kl: 1.558198094367981 (1.7075426269854819) | > loss_feat: 8.316272735595703 (8.120796442031864) | > loss_mel: 12.952223777770996 (12.721026045935494) | > loss_duration: 1.6626975536346436 (1.661718714450087) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.301525115966797 (26.942206944738114) | > grad_norm_1: tensor(682.1338, device='cuda:0') (tensor(376.5179, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.839 (0.8631121814250946) | > loader_time: 0.0106 (0.010698369571140834)  --> TIME: 2025-05-12 05:08:35 -- STEP: 162/725 -- GLOBAL_STEP: 404900 | > loss_disc: 2.233107089996338 (2.2106149770595405) | > loss_disc_real_0: 0.1505882441997528 (0.13648504391312594) | > loss_disc_real_1: 0.1896926313638687 (0.190982006766178) | > loss_disc_real_2: 0.19679810106754303 (0.1874448462032977) | > loss_disc_real_3: 0.2199108749628067 (0.20618224613092564) | > loss_disc_real_4: 0.21735095977783203 (0.19466070030574445) | > loss_disc_real_5: 0.21411076188087463 (0.20944920356994795) | > loss_0: 2.233107089996338 (2.2106149770595405) | > grad_norm_0: tensor(11.8932, device='cuda:0') (tensor(22.0919, device='cuda:0')) | > loss_gen: 2.7215325832366943 (2.736367671578019) | > loss_kl: 1.7090169191360474 (1.701907932022471) | > loss_feat: 7.952088356018066 (8.19227939770545) | > loss_mel: 11.956193923950195 (12.747269106499948) | > loss_duration: 1.6106464862823486 (1.6619619815437883) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.949478149414062 (27.03978610333101) | > grad_norm_1: tensor(206.9625, device='cuda:0') (tensor(356.4872, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8448 (0.860054263362178) | > loader_time: 0.0122 (0.01069539123111301)  --> TIME: 2025-05-12 05:09:19 -- STEP: 212/725 -- GLOBAL_STEP: 404950 | > loss_disc: 2.1504619121551514 (2.2059157232068616) | > loss_disc_real_0: 0.1314912736415863 (0.1360275433662364) | > loss_disc_real_1: 0.19411027431488037 (0.19098703457780605) | > loss_disc_real_2: 0.1901049166917801 (0.1878433432078586) | > loss_disc_real_3: 0.200251042842865 (0.20514492311005322) | > loss_disc_real_4: 0.21876931190490723 (0.19418157756609736) | > loss_disc_real_5: 0.18822717666625977 (0.20891234257592345) | > loss_0: 2.1504619121551514 (2.2059157232068616) | > grad_norm_0: tensor(20.8867, device='cuda:0') (tensor(21.1749, device='cuda:0')) | > loss_gen: 2.921637773513794 (2.744491171162084) | > loss_kl: 1.587698221206665 (1.71513716679699) | > loss_feat: 8.969557762145996 (8.2525338496802) | > loss_mel: 13.76851749420166 (12.816174336199495) | > loss_duration: 1.6587638854980469 (1.6620692790679212) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.90617561340332 (27.19040584564209) | > grad_norm_1: tensor(353.5163, device='cuda:0') (tensor(341.6202, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8478 (0.8601410928762184) | > loader_time: 0.01 (0.010563540008832825)  --> TIME: 2025-05-12 05:10:02 -- STEP: 262/725 -- GLOBAL_STEP: 405000 | > loss_disc: 2.3105955123901367 (2.2111436829312163) | > loss_disc_real_0: 0.14049381017684937 (0.1377730160269118) | > loss_disc_real_1: 0.16924142837524414 (0.19121297124687953) | > loss_disc_real_2: 0.20543397963047028 (0.18844538728016927) | > loss_disc_real_3: 0.22233371436595917 (0.20537468233636316) | > loss_disc_real_4: 0.206345796585083 (0.1942418492932356) | > loss_disc_real_5: 0.23351341485977173 (0.209583546767253) | > loss_0: 2.3105955123901367 (2.2111436829312163) | > grad_norm_0: tensor(11.6930, device='cuda:0') (tensor(21.4560, device='cuda:0')) | > loss_gen: 2.638702154159546 (2.742619550865115) | > loss_kl: 1.5870898962020874 (1.7124919363560562) | > loss_feat: 7.30127477645874 (8.23124251292862) | > loss_mel: 11.707342147827148 (12.801407955985036) | > loss_duration: 1.6524990797042847 (1.6627368631253716) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.88690757751465 (27.15049884883502) | > grad_norm_1: tensor(243.8249, device='cuda:0') (tensor(330.3951, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8811 (0.8583529041013644) | > loader_time: 0.0099 (0.01042271661394425) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_405000.pth  --> TIME: 2025-05-12 05:10:49 -- STEP: 312/725 -- GLOBAL_STEP: 405050 | > loss_disc: 2.133812427520752 (2.211704999208451) | > loss_disc_real_0: 0.11953824758529663 (0.1380417895479462) | > loss_disc_real_1: 0.17062687873840332 (0.19123935742447012) | > loss_disc_real_2: 0.19605910778045654 (0.18852888167095494) | > loss_disc_real_3: 0.1811128556728363 (0.2052335727195709) | > loss_disc_real_4: 0.16003690659999847 (0.19415722667979887) | > loss_disc_real_5: 0.19577224552631378 (0.20972403946022192) | > loss_0: 2.133812427520752 (2.211704999208451) | > grad_norm_0: tensor(11.3042, device='cuda:0') (tensor(20.9484, device='cuda:0')) | > loss_gen: 2.773123264312744 (2.740090574209506) | > loss_kl: 1.7698429822921753 (1.707727046731191) | > loss_feat: 8.637970924377441 (8.220554098104815) | > loss_mel: 12.798490524291992 (12.784282635419805) | > loss_duration: 1.640221357345581 (1.6615695617137811) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.619647979736328 (27.114223957061768) | > grad_norm_1: tensor(155.2416, device='cuda:0') (tensor(319.0605, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8629 (0.8598517492795602) | > loader_time: 0.0104 (0.010475903749465942)  --> TIME: 2025-05-12 05:11:33 -- STEP: 362/725 -- GLOBAL_STEP: 405100 | > loss_disc: 2.2136616706848145 (2.212892288661136) | > loss_disc_real_0: 0.12897562980651855 (0.13739677432162972) | > loss_disc_real_1: 0.18646280467510223 (0.19126253159335962) | > loss_disc_real_2: 0.19283898174762726 (0.18905900142963428) | > loss_disc_real_3: 0.21738678216934204 (0.20555824415953777) | > loss_disc_real_4: 0.19011026620864868 (0.1943435104594705) | > loss_disc_real_5: 0.24060624837875366 (0.21020244930495216) | > loss_0: 2.2136616706848145 (2.212892288661136) | > grad_norm_0: tensor(16.7235, device='cuda:0') (tensor(20.3414, device='cuda:0')) | > loss_gen: 2.825089454650879 (2.7386703089455877) | > loss_kl: 1.6791038513183594 (1.7053755353827502) | > loss_feat: 8.679537773132324 (8.20494196428119) | > loss_mel: 13.321375846862793 (12.78274972926188) | > loss_duration: 1.6193276643753052 (1.660806843589024) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.124435424804688 (27.092544402865414) | > grad_norm_1: tensor(317.7774, device='cuda:0') (tensor(312.7997, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8591 (0.860547184285538) | > loader_time: 0.0099 (0.010470903380799694)  --> TIME: 2025-05-12 05:12:17 -- STEP: 412/725 -- GLOBAL_STEP: 405150 | > loss_disc: 2.304025173187256 (2.211571279081327) | > loss_disc_real_0: 0.16663895547389984 (0.1370148308466648) | > loss_disc_real_1: 0.18933989107608795 (0.19100448771298512) | > loss_disc_real_2: 0.18643955886363983 (0.18935741849460655) | > loss_disc_real_3: 0.20862601697444916 (0.2053560993986801) | > loss_disc_real_4: 0.20178881287574768 (0.19437541432895708) | > loss_disc_real_5: 0.23231174051761627 (0.2099764932995861) | > loss_0: 2.304025173187256 (2.211571279081327) | > grad_norm_0: tensor(34.5886, device='cuda:0') (tensor(20.3675, device='cuda:0')) | > loss_gen: 2.5473685264587402 (2.740478202555944) | > loss_kl: 1.6869556903839111 (1.7050871276161046) | > loss_feat: 6.492212295532227 (8.195249350325568) | > loss_mel: 10.612882614135742 (12.779392962316871) | > loss_duration: 1.6846959590911865 (1.661397797968781) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.02411460876465 (27.081605466824133) | > grad_norm_1: tensor(420.5084, device='cuda:0') (tensor(316.8590, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.887 (0.8610000836039052) | > loader_time: 0.0107 (0.010447455262674873)  --> TIME: 2025-05-12 05:13:00 -- STEP: 462/725 -- GLOBAL_STEP: 405200 | > loss_disc: 2.2869060039520264 (2.2090648500434247) | > loss_disc_real_0: 0.12277045845985413 (0.1364255663313905) | > loss_disc_real_1: 0.17590907216072083 (0.1909912873011131) | > loss_disc_real_2: 0.185355544090271 (0.18917836755256123) | > loss_disc_real_3: 0.2383386790752411 (0.20519347040555178) | > loss_disc_real_4: 0.1971614807844162 (0.19431857687312287) | > loss_disc_real_5: 0.22756658494472504 (0.20962340046059003) | > loss_0: 2.2869060039520264 (2.2090648500434247) | > grad_norm_0: tensor(27.6453, device='cuda:0') (tensor(20.6855, device='cuda:0')) | > loss_gen: 2.59368896484375 (2.74607810003933) | > loss_kl: 1.6951568126678467 (1.706164631234619) | > loss_feat: 6.792430877685547 (8.20389245908498) | > loss_mel: 11.306939125061035 (12.768285644002813) | > loss_duration: 1.6898620128631592 (1.6613594043306459) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.07807731628418 (27.08578025933468) | > grad_norm_1: tensor(501.3216, device='cuda:0') (tensor(327.5663, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8162 (0.8610517550340463) | > loader_time: 0.0098 (0.010476601588261596)  --> TIME: 2025-05-12 05:13:44 -- STEP: 512/725 -- GLOBAL_STEP: 405250 | > loss_disc: 2.2283775806427 (2.205497686518356) | > loss_disc_real_0: 0.1520313024520874 (0.13614080166735204) | > loss_disc_real_1: 0.19038721919059753 (0.19055651195230894) | > loss_disc_real_2: 0.19673900306224823 (0.18901444130460737) | > loss_disc_real_3: 0.21649636328220367 (0.20503303632722236) | > loss_disc_real_4: 0.20665591955184937 (0.19437402099720202) | > loss_disc_real_5: 0.21707683801651 (0.20902610890334472) | > loss_0: 2.2283775806427 (2.205497686518356) | > grad_norm_0: tensor(34.1819, device='cuda:0') (tensor(21.1597, device='cuda:0')) | > loss_gen: 2.759791135787964 (2.7538783303461973) | > loss_kl: 1.7604559659957886 (1.7043306364212185) | > loss_feat: 7.951889514923096 (8.23756838776172) | > loss_mel: 13.2029447555542 (12.811384651809936) | > loss_duration: 1.6248961687088013 (1.6622659568674862) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.299978256225586 (27.16942797973752) | > grad_norm_1: tensor(467.6073, device='cuda:0') (tensor(334.5691, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.861 (0.8610438732430339) | > loader_time: 0.01 (0.010478863492608074)  --> TIME: 2025-05-12 05:14:28 -- STEP: 562/725 -- GLOBAL_STEP: 405300 | > loss_disc: 2.174251079559326 (2.204010575055229) | > loss_disc_real_0: 0.13185961544513702 (0.13572205654826014) | > loss_disc_real_1: 0.19061800837516785 (0.19063764953740545) | > loss_disc_real_2: 0.17077085375785828 (0.18900895381207145) | > loss_disc_real_3: 0.19175365567207336 (0.2049499104508726) | > loss_disc_real_4: 0.18219076097011566 (0.19425511967351008) | > loss_disc_real_5: 0.24151639640331268 (0.20885206613146118) | > loss_0: 2.174251079559326 (2.204010575055229) | > grad_norm_0: tensor(27.0786, device='cuda:0') (tensor(21.7490, device='cuda:0')) | > loss_gen: 2.675139904022217 (2.7596782047129174) | > loss_kl: 1.6847286224365234 (1.7052829195596146) | > loss_feat: 8.303485870361328 (8.252182244406056) | > loss_mel: 11.944384574890137 (12.833276745263367) | > loss_duration: 1.624251365661621 (1.6621981068013827) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.231990814208984 (27.212618220319104) | > grad_norm_1: tensor(364.5265, device='cuda:0') (tensor(343.6855, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.9062 (0.8606190112986173) | > loader_time: 0.0099 (0.010469828211964237)  --> TIME: 2025-05-12 05:15:12 -- STEP: 612/725 -- GLOBAL_STEP: 405350 | > loss_disc: 2.151564598083496 (2.2031543864533796) | > loss_disc_real_0: 0.12548960745334625 (0.1357462726825591) | > loss_disc_real_1: 0.1862725168466568 (0.19043732346857284) | > loss_disc_real_2: 0.18515270948410034 (0.18884243935443995) | > loss_disc_real_3: 0.1980561912059784 (0.20494914860799432) | > loss_disc_real_4: 0.16914699971675873 (0.19411949367791995) | > loss_disc_real_5: 0.23714293539524078 (0.20882165402758354) | > loss_0: 2.151564598083496 (2.2031543864533796) | > grad_norm_0: tensor(28.4952, device='cuda:0') (tensor(21.5366, device='cuda:0')) | > loss_gen: 2.70684552192688 (2.7590077760951948) | > loss_kl: 1.6251039505004883 (1.7024555239412524) | > loss_feat: 8.066366195678711 (8.25370170477949) | > loss_mel: 13.160746574401855 (12.838078844781016) | > loss_duration: 1.5866599082946777 (1.661721841182585) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.145723342895508 (27.214965708115532) | > grad_norm_1: tensor(506.5932, device='cuda:0') (tensor(343.8625, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8409 (0.8608061881626355) | > loader_time: 0.009 (0.010456885777267761)  --> TIME: 2025-05-12 05:15:55 -- STEP: 662/725 -- GLOBAL_STEP: 405400 | > loss_disc: 2.139846086502075 (2.2010297863505026) | > loss_disc_real_0: 0.1772656887769699 (0.13551405102599767) | > loss_disc_real_1: 0.17483441531658173 (0.1902344174390472) | > loss_disc_real_2: 0.16877217590808868 (0.18854358402893973) | > loss_disc_real_3: 0.16015638411045074 (0.20486304154929086) | > loss_disc_real_4: 0.1539628803730011 (0.19409153950358446) | > loss_disc_real_5: 0.21005064249038696 (0.20842719111827926) | > loss_0: 2.139846086502075 (2.2010297863505026) | > grad_norm_0: tensor(36.0094, device='cuda:0') (tensor(21.6553, device='cuda:0')) | > loss_gen: 2.9245376586914062 (2.7620735564620813) | > loss_kl: 1.7408201694488525 (1.7051054689459213) | > loss_feat: 8.981645584106445 (8.267043798711729) | > loss_mel: 14.647897720336914 (12.85761621567418) | > loss_duration: 1.6757819652557373 (1.6621614130962301) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.97068214416504 (27.254000485123477) | > grad_norm_1: tensor(380.0012, device='cuda:0') (tensor(348.8612, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8984 (0.8605030123200663) | > loader_time: 0.01 (0.01043651327265714)  --> TIME: 2025-05-12 05:16:39 -- STEP: 712/725 -- GLOBAL_STEP: 405450 | > loss_disc: 2.195939064025879 (2.201291966471778) | > loss_disc_real_0: 0.13678227365016937 (0.13555509490327203) | > loss_disc_real_1: 0.1712283045053482 (0.19013784528615763) | > loss_disc_real_2: 0.18962979316711426 (0.1885676713179) | > loss_disc_real_3: 0.2143004834651947 (0.20483481285444813) | > loss_disc_real_4: 0.19531327486038208 (0.19423972840389508) | > loss_disc_real_5: 0.21053166687488556 (0.20842345829090375) | > loss_0: 2.195939064025879 (2.201291966471778) | > grad_norm_0: tensor(20.5780, device='cuda:0') (tensor(21.7326, device='cuda:0')) | > loss_gen: 2.837388515472412 (2.762272943271679) | > loss_kl: 1.8103411197662354 (1.7070053748870166) | > loss_feat: 8.146492958068848 (8.27270621463155) | > loss_mel: 12.069260597229004 (12.859975643372268) | > loss_duration: 1.6539740562438965 (1.6616976877276826) | > amp_scaler: 512.0 (262.47191011235947) | > loss_1: 26.517457962036133 (27.263657885990796) | > grad_norm_1: tensor(271.1630, device='cuda:0') (tensor(350.0640, device='cuda:0')) | > current_lr_0: 0.0001879993488082831 | > current_lr_1: 0.0001879993488082831 | > step_time: 0.8405 (0.8606380910685895) | > loader_time: 0.0097 (0.010444637094990591)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1893935203552246 (2.1893935203552246) | > loss_disc_real_0: 0.1250612437725067 (0.1250612437725067) | > loss_disc_real_1: 0.14713042974472046 (0.14713042974472046) | > loss_disc_real_2: 0.14443647861480713 (0.14443647861480713) | > loss_disc_real_3: 0.22173801064491272 (0.22173801064491272) | > loss_disc_real_4: 0.2041957527399063 (0.2041957527399063) | > loss_disc_real_5: 0.21475808322429657 (0.21475808322429657) | > loss_0: 2.1893935203552246 (2.1893935203552246) | > loss_gen: 2.4651975631713867 (2.4651975631713867) | > loss_kl: 2.2015435695648193 (2.2015435695648193) | > loss_feat: 9.583088874816895 (9.583088874816895) | > loss_mel: 14.388910293579102 (14.388910293579102) | > loss_duration: 1.7462592124938965 (1.7462592124938965) | > loss_1: 30.385000228881836 (30.385000228881836)  --> STEP: 1 | > loss_disc: 2.295051097869873 (2.295051097869873) | > loss_disc_real_0: 0.12564833462238312 (0.12564833462238312) | > loss_disc_real_1: 0.16294603049755096 (0.16294603049755096) | > loss_disc_real_2: 0.16303980350494385 (0.16303980350494385) | > loss_disc_real_3: 0.22998012602329254 (0.22998012602329254) | > loss_disc_real_4: 0.21307173371315002 (0.21307173371315002) | > loss_disc_real_5: 0.21192395687103271 (0.21192395687103271) | > loss_0: 2.295051097869873 (2.295051097869873) | > loss_gen: 2.3661539554595947 (2.3661539554595947) | > loss_kl: 2.355248212814331 (2.355248212814331) | > loss_feat: 7.929743766784668 (7.929743766784668) | > loss_mel: 12.304278373718262 (12.304278373718262) | > loss_duration: 1.8620257377624512 (1.8620257377624512) | > loss_1: 26.81745147705078 (26.81745147705078)  --> STEP: 2 | > loss_disc: 2.2995553016662598 (2.2973031997680664) | > loss_disc_real_0: 0.13972602784633636 (0.13268718123435974) | > loss_disc_real_1: 0.17067591845989227 (0.16681097447872162) | > loss_disc_real_2: 0.1781339943408966 (0.17058689892292023) | > loss_disc_real_3: 0.23140159249305725 (0.2306908592581749) | > loss_disc_real_4: 0.22408172488212585 (0.21857672929763794) | > loss_disc_real_5: 0.22066761553287506 (0.2162957862019539) | > loss_0: 2.2995553016662598 (2.2973031997680664) | > loss_gen: 2.4562437534332275 (2.411198854446411) | > loss_kl: 2.1404242515563965 (2.2478362321853638) | > loss_feat: 7.879010200500488 (7.904376983642578) | > loss_mel: 12.147613525390625 (12.225945949554443) | > loss_duration: 1.891080379486084 (1.8765530586242676) | > loss_1: 26.514371871948242 (26.66591167449951)  --> STEP: 3 | > loss_disc: 2.28706431388855 (2.2938902378082275) | > loss_disc_real_0: 0.129789337515831 (0.1317212333281835) | > loss_disc_real_1: 0.18190576136112213 (0.17184257010618845) | > loss_disc_real_2: 0.16871581971645355 (0.169963205854098) | > loss_disc_real_3: 0.2301653027534485 (0.23051567375659943) | > loss_disc_real_4: 0.2063964158296585 (0.21451662480831146) | > loss_disc_real_5: 0.22895699739456177 (0.22051618993282318) | > loss_0: 2.28706431388855 (2.2938902378082275) | > loss_gen: 2.365887403488159 (2.396095037460327) | > loss_kl: 2.075324773788452 (2.1903324127197266) | > loss_feat: 7.948551654815674 (7.91910187403361) | > loss_mel: 13.071396827697754 (12.507762908935547) | > loss_duration: 1.861833095550537 (1.8716464042663574) | > loss_1: 27.3229923248291 (26.884938557942707)  --> STEP: 4 | > loss_disc: 2.108489513397217 (2.247540056705475) | > loss_disc_real_0: 0.10444214940071106 (0.12490146234631538) | > loss_disc_real_1: 0.163619264960289 (0.1697867438197136) | > loss_disc_real_2: 0.13423234224319458 (0.16103048995137215) | > loss_disc_real_3: 0.19974549114704132 (0.2228231281042099) | > loss_disc_real_4: 0.19552689790725708 (0.20976919308304787) | > loss_disc_real_5: 0.18220441043376923 (0.2109382450580597) | > loss_0: 2.108489513397217 (2.247540056705475) | > loss_gen: 2.58508038520813 (2.443341374397278) | > loss_kl: 1.9821372032165527 (2.138283610343933) | > loss_feat: 9.754500389099121 (8.377951502799988) | > loss_mel: 15.4248046875 (13.23702335357666) | > loss_duration: 1.8247756958007812 (1.8599287271499634) | > loss_1: 31.571298599243164 (28.056528568267822) --> EVAL PERFORMANCE | > avg_loader_time: 0.3335723280906677 (-0.01585566997528076) | > avg_loss_disc: 2.247540056705475 (-0.12373793125152588) | > avg_loss_disc_real_0: 0.12490146234631538 (-0.12169114500284195) | > avg_loss_disc_real_1: 0.1697867438197136 (-0.05658513680100441) | > avg_loss_disc_real_2: 0.16103048995137215 (-0.05439802259206772) | > avg_loss_disc_real_3: 0.2228231281042099 (+0.0037029534578323364) | > avg_loss_disc_real_4: 0.20976919308304787 (-0.02014736831188202) | > avg_loss_disc_real_5: 0.2109382450580597 (-0.012048058211803436) | > avg_loss_0: 2.247540056705475 (-0.12373793125152588) | > avg_loss_gen: 2.443341374397278 (-0.26335054636001587) | > avg_loss_kl: 2.138283610343933 (+0.016727030277252197) | > avg_loss_feat: 8.377951502799988 (+0.75252366065979) | > avg_loss_mel: 13.23702335357666 (+0.17635464668273926) | > avg_loss_duration: 1.8599287271499634 (+0.006099671125411987) | > avg_loss_1: 28.056528568267822 (+0.6883549690246582)  > EPOCH: 496/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 05:16:57)   --> TIME: 2025-05-12 05:17:32 -- STEP: 37/725 -- GLOBAL_STEP: 405500 | > loss_disc: 2.330077886581421 (2.1805090839798384) | > loss_disc_real_0: 0.11357549577951431 (0.13180711684194768) | > loss_disc_real_1: 0.18028615415096283 (0.19057792868163137) | > loss_disc_real_2: 0.19251742959022522 (0.18732029280147036) | > loss_disc_real_3: 0.21018077433109283 (0.20434501686611692) | > loss_disc_real_4: 0.2240578830242157 (0.19224531948566434) | > loss_disc_real_5: 0.23965489864349365 (0.20802974338467056) | > loss_0: 2.330077886581421 (2.1805090839798384) | > grad_norm_0: tensor(21.7826, device='cuda:0') (tensor(22.5718, device='cuda:0')) | > loss_gen: 2.5810768604278564 (2.796745970442488) | > loss_kl: 1.6708518266677856 (1.7505127578168302) | > loss_feat: 7.655399322509766 (8.340394187617946) | > loss_mel: 11.680412292480469 (13.022598447026434) | > loss_duration: 1.6679751873016357 (1.6595716154253162) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.25571632385254 (27.569822981550885) | > grad_norm_1: tensor(505.0914, device='cuda:0') (tensor(379.0855, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.867 (0.8625952359792348) | > loader_time: 0.0102 (0.010601127469861832)  --> TIME: 2025-05-12 05:18:16 -- STEP: 87/725 -- GLOBAL_STEP: 405550 | > loss_disc: 2.369708776473999 (2.199113371728481) | > loss_disc_real_0: 0.17130634188652039 (0.13424433896253854) | > loss_disc_real_1: 0.21749383211135864 (0.18865152234318613) | > loss_disc_real_2: 0.18619205057621002 (0.1875502462017125) | > loss_disc_real_3: 0.2025028020143509 (0.20615787204654737) | > loss_disc_real_4: 0.20247872173786163 (0.19361076855111395) | > loss_disc_real_5: 0.19862112402915955 (0.210718951177323) | > loss_0: 2.369708776473999 (2.199113371728481) | > grad_norm_0: tensor(22.6717, device='cuda:0') (tensor(18.8309, device='cuda:0')) | > loss_gen: 2.4254305362701416 (2.7601769299342718) | > loss_kl: 1.6455425024032593 (1.7224978098924133) | > loss_feat: 6.173556804656982 (8.260072033980798) | > loss_mel: 10.832696914672852 (12.973861968380282) | > loss_duration: 1.6297011375427246 (1.6612854579399372) | > amp_scaler: 512.0 (512.0) | > loss_1: 22.706928253173828 (27.37789421520014) | > grad_norm_1: tensor(359.3139, device='cuda:0') (tensor(294.7960, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8397 (0.870352780681917) | > loader_time: 0.0097 (0.010332650151746026)  --> TIME: 2025-05-12 05:19:00 -- STEP: 137/725 -- GLOBAL_STEP: 405600 | > loss_disc: 2.2416703701019287 (2.2007580360356926) | > loss_disc_real_0: 0.0887911468744278 (0.1341319855329764) | > loss_disc_real_1: 0.2083422690629959 (0.18892646434098265) | > loss_disc_real_2: 0.18483109772205353 (0.18743582200394926) | > loss_disc_real_3: 0.21131648123264313 (0.2059079200899514) | > loss_disc_real_4: 0.23467117547988892 (0.19417827407809068) | > loss_disc_real_5: 0.2267473191022873 (0.21094711810132882) | > loss_0: 2.2416703701019287 (2.2007580360356926) | > grad_norm_0: tensor(27.4314, device='cuda:0') (tensor(20.3842, device='cuda:0')) | > loss_gen: 2.8617029190063477 (2.7653607243168965) | > loss_kl: 1.714492917060852 (1.7201969632267082) | > loss_feat: 8.443107604980469 (8.2845691834053) | > loss_mel: 12.112421035766602 (12.949223706321995) | > loss_duration: 1.6406140327453613 (1.661688942978852) | > amp_scaler: 512.0 (512.0) | > loss_1: 26.7723388671875 (27.381039501106653) | > grad_norm_1: tensor(405.6595, device='cuda:0') (tensor(321.0905, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8344 (0.8688158362451261) | > loader_time: 0.0092 (0.010168388812211307)  --> TIME: 2025-05-12 05:19:44 -- STEP: 187/725 -- GLOBAL_STEP: 405650 | > loss_disc: 2.2728350162506104 (2.206114721808205) | > loss_disc_real_0: 0.21228644251823425 (0.1359275192181695) | > loss_disc_real_1: 0.2292669415473938 (0.1896924543030122) | > loss_disc_real_2: 0.18157191574573517 (0.18798375998270064) | > loss_disc_real_3: 0.1926914006471634 (0.20633576053349093) | > loss_disc_real_4: 0.20264287292957306 (0.1943397160201149) | > loss_disc_real_5: 0.18309681117534637 (0.20953721310046905) | > loss_0: 2.2728350162506104 (2.206114721808205) | > grad_norm_0: tensor(41.5352, device='cuda:0') (tensor(22.1161, device='cuda:0')) | > loss_gen: 2.813632011413574 (2.767108569170702) | > loss_kl: 1.590040922164917 (1.7128696071910348) | > loss_feat: 8.33431625366211 (8.261182601439122) | > loss_mel: 13.48241901397705 (12.914527219884539) | > loss_duration: 1.6805095672607422 (1.6629695516219114) | > amp_scaler: 256.0 (487.3582887700535) | > loss_1: 27.90091896057129 (27.31865763536749) | > grad_norm_1: tensor(544.9418, device='cuda:0') (tensor(339.6059, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8675 (0.8678655063404757) | > loader_time: 0.0101 (0.010258141685934627)  --> TIME: 2025-05-12 05:20:29 -- STEP: 237/725 -- GLOBAL_STEP: 405700 | > loss_disc: 2.126162528991699 (2.202331594274015) | > loss_disc_real_0: 0.16019141674041748 (0.136060406512852) | > loss_disc_real_1: 0.1958702802658081 (0.18907444858098335) | > loss_disc_real_2: 0.17360380291938782 (0.18745893812129266) | > loss_disc_real_3: 0.2212148755788803 (0.20589754142590214) | > loss_disc_real_4: 0.19981318712234497 (0.19408563175533391) | > loss_disc_real_5: 0.21104155480861664 (0.20962987997360874) | > loss_0: 2.126162528991699 (2.202331594274015) | > grad_norm_0: tensor(28.4287, device='cuda:0') (tensor(21.2868, device='cuda:0')) | > loss_gen: 2.8872947692871094 (2.7658359068858474) | > loss_kl: 1.864785075187683 (1.711499117597749) | > loss_feat: 8.269952774047852 (8.280858792333158) | > loss_mel: 14.116991996765137 (12.92608240586293) | > loss_duration: 1.657383918762207 (1.662759210992966) | > amp_scaler: 256.0 (438.54852320675104) | > loss_1: 28.796409606933594 (27.347035556905883) | > grad_norm_1: tensor(480.6824, device='cuda:0') (tensor(334.9807, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8323 (0.86852918898506) | > loader_time: 0.0097 (0.010277707868487522)  --> TIME: 2025-05-12 05:21:12 -- STEP: 287/725 -- GLOBAL_STEP: 405750 | > loss_disc: 2.16923451423645 (2.202996729558354) | > loss_disc_real_0: 0.11154995113611221 (0.1360546327634141) | > loss_disc_real_1: 0.18898402154445648 (0.18910534113957078) | > loss_disc_real_2: 0.194197416305542 (0.18790414539986788) | > loss_disc_real_3: 0.23642481863498688 (0.20571068209638163) | > loss_disc_real_4: 0.19648222625255585 (0.19397302854559556) | > loss_disc_real_5: 0.17466183006763458 (0.20967273938531247) | > loss_0: 2.16923451423645 (2.202996729558354) | > grad_norm_0: tensor(10.0837, device='cuda:0') (tensor(20.7256, device='cuda:0')) | > loss_gen: 2.86173677444458 (2.764566994710251) | > loss_kl: 1.707993507385254 (1.7090220605039428) | > loss_feat: 8.736678123474121 (8.282402227979913) | > loss_mel: 13.659743309020996 (12.925232269207358) | > loss_duration: 1.6776493787765503 (1.663093988903723) | > amp_scaler: 256.0 (406.74564459930315) | > loss_1: 28.643800735473633 (27.344317645561404) | > grad_norm_1: tensor(380.5743, device='cuda:0') (tensor(329.3129, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8266 (0.8668295514708195) | > loader_time: 0.0105 (0.010303400950149375)  --> TIME: 2025-05-12 05:21:56 -- STEP: 337/725 -- GLOBAL_STEP: 405800 | > loss_disc: 2.2333452701568604 (2.2059499343707927) | > loss_disc_real_0: 0.12790529429912567 (0.13692962767373915) | > loss_disc_real_1: 0.1943480670452118 (0.18949195702811727) | > loss_disc_real_2: 0.2131980061531067 (0.18856197564644356) | > loss_disc_real_3: 0.23250511288642883 (0.20551854756713273) | > loss_disc_real_4: 0.20354622602462769 (0.19412940864393194) | > loss_disc_real_5: 0.1820090413093567 (0.20947726013398663) | > loss_0: 2.2333452701568604 (2.2059499343707927) | > grad_norm_0: tensor(29.8187, device='cuda:0') (tensor(20.8265, device='cuda:0')) | > loss_gen: 2.64980149269104 (2.763924486205556) | > loss_kl: 1.8254634141921997 (1.7089038645124577) | > loss_feat: 7.633917331695557 (8.278965975481238) | > loss_mel: 12.932387351989746 (12.925713856071676) | > loss_duration: 1.6546902656555176 (1.6626203696876316) | > amp_scaler: 256.0 (384.37982195845717) | > loss_1: 26.696260452270508 (27.340128624120876) | > grad_norm_1: tensor(344.0173, device='cuda:0') (tensor(327.8854, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8919 (0.8664473758606953) | > loader_time: 0.0099 (0.010336370779427999)  --> TIME: 2025-05-12 05:22:40 -- STEP: 387/725 -- GLOBAL_STEP: 405850 | > loss_disc: 2.2891716957092285 (2.2052059121218144) | > loss_disc_real_0: 0.1214647963643074 (0.1363142748442731) | > loss_disc_real_1: 0.1948978751897812 (0.1894578483215598) | > loss_disc_real_2: 0.18001291155815125 (0.18850960438103645) | > loss_disc_real_3: 0.2649812400341034 (0.205459110342563) | > loss_disc_real_4: 0.22321879863739014 (0.19420052133019272) | > loss_disc_real_5: 0.20894233882427216 (0.2095319525138968) | > loss_0: 2.2891716957092285 (2.2052059121218144) | > grad_norm_0: tensor(8.5948, device='cuda:0') (tensor(20.6117, device='cuda:0')) | > loss_gen: 2.6454977989196777 (2.764992442858002) | > loss_kl: 1.5765317678451538 (1.7084731759951097) | > loss_feat: 7.050997734069824 (8.290645452740879) | > loss_mel: 11.447786331176758 (12.92543703271437) | > loss_duration: 1.73886239528656 (1.6628197878214117) | > amp_scaler: 256.0 (367.79328165374693) | > loss_1: 24.45967674255371 (27.352367948192036) | > grad_norm_1: tensor(83.3192, device='cuda:0') (tensor(327.0207, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8879 (0.8666922621024672) | > loader_time: 0.011 (0.010320861826263338)  --> TIME: 2025-05-12 05:23:25 -- STEP: 437/725 -- GLOBAL_STEP: 405900 | > loss_disc: 2.241445302963257 (2.204314644058453) | > loss_disc_real_0: 0.11618465930223465 (0.13618999518437022) | > loss_disc_real_1: 0.1656821072101593 (0.18940921155075183) | > loss_disc_real_2: 0.19774216413497925 (0.18820677261194327) | > loss_disc_real_3: 0.23046116530895233 (0.20544742214870673) | > loss_disc_real_4: 0.18020562827587128 (0.19418129682950078) | > loss_disc_real_5: 0.23501768708229065 (0.20960346941816996) | > loss_0: 2.241445302963257 (2.204314644058453) | > grad_norm_0: tensor(9.3943, device='cuda:0') (tensor(20.4910, device='cuda:0')) | > loss_gen: 2.689176082611084 (2.7651224420054272) | > loss_kl: 1.7149767875671387 (1.7082414788021376) | > loss_feat: 8.602815628051758 (8.291523610427115) | > loss_mel: 13.635721206665039 (12.916712507776046) | > loss_duration: 1.6273207664489746 (1.6624334035803574) | > amp_scaler: 256.0 (355.00228832951956) | > loss_1: 28.27001190185547 (27.344033514062108) | > grad_norm_1: tensor(180.3578, device='cuda:0') (tensor(326.9590, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8999 (0.8675031340094944) | > loader_time: 0.0108 (0.010317522000939121)  --> TIME: 2025-05-12 05:24:09 -- STEP: 487/725 -- GLOBAL_STEP: 405950 | > loss_disc: 2.1047468185424805 (2.205422369851221) | > loss_disc_real_0: 0.10181798040866852 (0.1362164799560022) | > loss_disc_real_1: 0.2037917673587799 (0.18978698695464788) | > loss_disc_real_2: 0.18631504476070404 (0.18845808255109459) | > loss_disc_real_3: 0.1908189356327057 (0.20546766684163037) | > loss_disc_real_4: 0.17407044768333435 (0.1938068563504875) | > loss_disc_real_5: 0.18585659563541412 (0.20971133830733366) | > loss_0: 2.1047468185424805 (2.205422369851221) | > grad_norm_0: tensor(11.4340, device='cuda:0') (tensor(20.0947, device='cuda:0')) | > loss_gen: 2.9179747104644775 (2.7617573326862805) | > loss_kl: 1.7815778255462646 (1.7071641436347726) | > loss_feat: 8.262038230895996 (8.266347293736263) | > loss_mel: 13.729146957397461 (12.901445502373228) | > loss_duration: 1.6423826217651367 (1.662483460849315) | > amp_scaler: 256.0 (344.83778234086253) | > loss_1: 28.333118438720703 (27.299197813813446) | > grad_norm_1: tensor(266.8745, device='cuda:0') (tensor(321.2052, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8364 (0.8670740147146111) | > loader_time: 0.0102 (0.010300546700949532)  --> TIME: 2025-05-12 05:24:52 -- STEP: 537/725 -- GLOBAL_STEP: 406000 | > loss_disc: 2.1337058544158936 (2.2055906892044783) | > loss_disc_real_0: 0.12104734778404236 (0.13636089371624827) | > loss_disc_real_1: 0.1894085556268692 (0.1898233636908469) | > loss_disc_real_2: 0.1916581690311432 (0.1887451822364797) | > loss_disc_real_3: 0.23774400353431702 (0.20556285377987274) | > loss_disc_real_4: 0.215903177857399 (0.1939548461297371) | > loss_disc_real_5: 0.22649067640304565 (0.20944349431680787) | > loss_0: 2.1337058544158936 (2.2055906892044783) | > grad_norm_0: tensor(32.8537, device='cuda:0') (tensor(20.2951, device='cuda:0')) | > loss_gen: 2.867288589477539 (2.764744824759342) | > loss_kl: 1.6196507215499878 (1.7091441818233748) | > loss_feat: 9.25671672821045 (8.272143837237936) | > loss_mel: 13.974358558654785 (12.917628812168342) | > loss_duration: 1.6773791313171387 (1.6632047880517256) | > amp_scaler: 256.0 (336.5661080074489) | > loss_1: 29.395395278930664 (27.326866522847606) | > grad_norm_1: tensor(531.8193, device='cuda:0') (tensor(323.6425, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8595 (0.8665022845596798) | > loader_time: 0.0092 (0.010269946004203348) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_406000.pth  --> TIME: 2025-05-12 05:25:39 -- STEP: 587/725 -- GLOBAL_STEP: 406050 | > loss_disc: 2.3073935508728027 (2.204985974188353) | > loss_disc_real_0: 0.1240987554192543 (0.13650634567518252) | > loss_disc_real_1: 0.21112991869449615 (0.18974331376702866) | > loss_disc_real_2: 0.20941713452339172 (0.1885515741585061) | > loss_disc_real_3: 0.23254427313804626 (0.2055089455193109) | > loss_disc_real_4: 0.2207125872373581 (0.19381324875801542) | > loss_disc_real_5: 0.1835283637046814 (0.2093533141700332) | > loss_0: 2.3073935508728027 (2.204985974188353) | > grad_norm_0: tensor(19.0719, device='cuda:0') (tensor(20.6094, device='cuda:0')) | > loss_gen: 2.591614007949829 (2.7675968654314125) | > loss_kl: 1.7052196264266968 (1.7124301083449405) | > loss_feat: 7.954286098480225 (8.290249019505826) | > loss_mel: 13.062714576721191 (12.930267033422622) | > loss_duration: 1.6468782424926758 (1.6626706576225496) | > amp_scaler: 256.0 (329.70357751277714) | > loss_1: 26.960712432861328 (27.363213745455123) | > grad_norm_1: tensor(273.3000, device='cuda:0') (tensor(325.4294, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8713 (0.8663020808205291) | > loader_time: 0.0104 (0.010266590362106915)  --> TIME: 2025-05-12 05:26:23 -- STEP: 637/725 -- GLOBAL_STEP: 406100 | > loss_disc: 2.417926073074341 (2.2040129954249754) | > loss_disc_real_0: 0.14665625989437103 (0.1361441923249835) | > loss_disc_real_1: 0.24029241502285004 (0.18963855385686773) | > loss_disc_real_2: 0.21926112473011017 (0.1886212335229856) | > loss_disc_real_3: 0.23480923473834991 (0.20544812392028206) | > loss_disc_real_4: 0.2123739868402481 (0.19383676799256913) | > loss_disc_real_5: 0.21510446071624756 (0.20952622569056467) | > loss_0: 2.417926073074341 (2.2040129954249754) | > grad_norm_0: tensor(25.8490, device='cuda:0') (tensor(20.2701, device='cuda:0')) | > loss_gen: 2.375737190246582 (2.7665524190785935) | > loss_kl: 1.7501221895217896 (1.7149180579971481) | > loss_feat: 6.118182182312012 (8.28535396450169) | > loss_mel: 10.28158950805664 (12.9209337803408) | > loss_duration: 1.6414411067962646 (1.6624730278970306) | > amp_scaler: 256.0 (323.9183673469393) | > loss_1: 22.167072296142578 (27.35023129341929) | > grad_norm_1: tensor(417.4815, device='cuda:0') (tensor(322.1256, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8634 (0.8663072054577027) | > loader_time: 0.0095 (0.010259221824035158)  --> TIME: 2025-05-12 05:27:06 -- STEP: 687/725 -- GLOBAL_STEP: 406150 | > loss_disc: 2.2068777084350586 (2.2021434654141463) | > loss_disc_real_0: 0.1579069048166275 (0.13580750698953045) | > loss_disc_real_1: 0.20284628868103027 (0.18963733838201444) | > loss_disc_real_2: 0.20300321280956268 (0.18857227714821762) | > loss_disc_real_3: 0.19422397017478943 (0.20533766735242104) | > loss_disc_real_4: 0.18178389966487885 (0.19364440736118185) | > loss_disc_real_5: 0.2113679051399231 (0.20917466705803264) | > loss_0: 2.2068777084350586 (2.2021434654141463) | > grad_norm_0: tensor(28.7149, device='cuda:0') (tensor(20.3894, device='cuda:0')) | > loss_gen: 2.753676414489746 (2.769786374537704) | > loss_kl: 1.6188114881515503 (1.7176444450667159) | > loss_feat: 9.170802116394043 (8.306259042137404) | > loss_mel: 14.381404876708984 (12.948109177002221) | > loss_duration: 1.679412603378296 (1.6626169947037006) | > amp_scaler: 128.0 (317.48471615720575) | > loss_1: 29.604106903076172 (27.404416069019668) | > grad_norm_1: tensor(408.8303, device='cuda:0') (tensor(327.4790, device='cuda:0')) | > current_lr_0: 0.00018797584888968205 | > current_lr_1: 0.00018797584888968205 | > step_time: 0.8844 (0.8655384336496548) | > loader_time: 0.0103 (0.010253458564458447)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2963192462921143 (2.2963192462921143) | > loss_disc_real_0: 0.182043194770813 (0.182043194770813) | > loss_disc_real_1: 0.14560894668102264 (0.14560894668102264) | > loss_disc_real_2: 0.21115784347057343 (0.21115784347057343) | > loss_disc_real_3: 0.25888726115226746 (0.25888726115226746) | > loss_disc_real_4: 0.22077471017837524 (0.22077471017837524) | > loss_disc_real_5: 0.21915489435195923 (0.21915489435195923) | > loss_0: 2.2963192462921143 (2.2963192462921143) | > loss_gen: 2.6843788623809814 (2.6843788623809814) | > loss_kl: 2.022561550140381 (2.022561550140381) | > loss_feat: 8.92850399017334 (8.92850399017334) | > loss_mel: 14.478302955627441 (14.478302955627441) | > loss_duration: 1.7508389949798584 (1.7508389949798584) | > loss_1: 29.864585876464844 (29.864585876464844)  --> STEP: 1 | > loss_disc: 2.2058193683624268 (2.2058193683624268) | > loss_disc_real_0: 0.15751314163208008 (0.15751314163208008) | > loss_disc_real_1: 0.13934926688671112 (0.13934926688671112) | > loss_disc_real_2: 0.19528447091579437 (0.19528447091579437) | > loss_disc_real_3: 0.23359128832817078 (0.23359128832817078) | > loss_disc_real_4: 0.1947413980960846 (0.1947413980960846) | > loss_disc_real_5: 0.2134588211774826 (0.2134588211774826) | > loss_0: 2.2058193683624268 (2.2058193683624268) | > loss_gen: 2.669619560241699 (2.669619560241699) | > loss_kl: 2.153165817260742 (2.153165817260742) | > loss_feat: 9.2743558883667 (9.2743558883667) | > loss_mel: 15.191621780395508 (15.191621780395508) | > loss_duration: 1.8626716136932373 (1.8626716136932373) | > loss_1: 31.15143585205078 (31.15143585205078)  --> STEP: 2 | > loss_disc: 2.4730300903320312 (2.339424729347229) | > loss_disc_real_0: 0.1928119659423828 (0.17516255378723145) | > loss_disc_real_1: 0.1696976125240326 (0.15452343970537186) | > loss_disc_real_2: 0.20099498331546783 (0.1981397271156311) | > loss_disc_real_3: 0.2593843340873718 (0.2464878112077713) | > loss_disc_real_4: 0.23382045328617096 (0.21428092569112778) | > loss_disc_real_5: 0.23419198393821716 (0.22382540255784988) | > loss_0: 2.4730300903320312 (2.339424729347229) | > loss_gen: 2.377551794052124 (2.5235856771469116) | > loss_kl: 1.9842544794082642 (2.068710148334503) | > loss_feat: 6.7122063636779785 (7.993281126022339) | > loss_mel: 11.975061416625977 (13.583341598510742) | > loss_duration: 1.8673869371414185 (1.8650292754173279) | > loss_1: 24.916461944580078 (28.03394889831543)  --> STEP: 3 | > loss_disc: 2.325716018676758 (2.3348551591237388) | > loss_disc_real_0: 0.16603323817253113 (0.17211944858233133) | > loss_disc_real_1: 0.1667425036430359 (0.15859646101792654) | > loss_disc_real_2: 0.20660582184791565 (0.2009617586930593) | > loss_disc_real_3: 0.24731306731700897 (0.24676289657751718) | > loss_disc_real_4: 0.21757102012634277 (0.21537762383619943) | > loss_disc_real_5: 0.2332136183977127 (0.22695480783780417) | > loss_0: 2.325716018676758 (2.3348551591237388) | > loss_gen: 2.5810928344726562 (2.5427547295888266) | > loss_kl: 1.9443490505218506 (2.027256449063619) | > loss_feat: 7.462178707122803 (7.81624698638916) | > loss_mel: 13.181265830993652 (13.449316342671713) | > loss_duration: 1.8597362041473389 (1.8632649183273315) | > loss_1: 27.028621673583984 (27.69883982340495)  --> STEP: 4 | > loss_disc: 2.207942008972168 (2.303126871585846) | > loss_disc_real_0: 0.13701386749744415 (0.16334305331110954) | > loss_disc_real_1: 0.15387260913848877 (0.1574154980480671) | > loss_disc_real_2: 0.1882404237985611 (0.19778142496943474) | > loss_disc_real_3: 0.23871669173240662 (0.24475134536623955) | > loss_disc_real_4: 0.1983581781387329 (0.2111227624118328) | > loss_disc_real_5: 0.2596471905708313 (0.23512790352106094) | > loss_0: 2.207942008972168 (2.303126871585846) | > loss_gen: 2.76813006401062 (2.599098563194275) | > loss_kl: 1.9568387269973755 (2.009652018547058) | > loss_feat: 9.817380905151367 (8.316530466079712) | > loss_mel: 15.283035278320312 (13.907746076583862) | > loss_duration: 1.7998217344284058 (1.8474041223526) | > loss_1: 31.625205993652344 (28.680431365966797) --> EVAL PERFORMANCE | > avg_loader_time: 0.3262060284614563 (-0.007366299629211426) | > avg_loss_disc: 2.303126871585846 (+0.055586814880371094) | > avg_loss_disc_real_0: 0.16334305331110954 (+0.03844159096479416) | > avg_loss_disc_real_1: 0.1574154980480671 (-0.0123712457716465) | > avg_loss_disc_real_2: 0.19778142496943474 (+0.03675093501806259) | > avg_loss_disc_real_3: 0.24475134536623955 (+0.021928217262029648) | > avg_loss_disc_real_4: 0.2111227624118328 (+0.0013535693287849426) | > avg_loss_disc_real_5: 0.23512790352106094 (+0.02418965846300125) | > avg_loss_0: 2.303126871585846 (+0.055586814880371094) | > avg_loss_gen: 2.599098563194275 (+0.15575718879699707) | > avg_loss_kl: 2.009652018547058 (-0.128631591796875) | > avg_loss_feat: 8.316530466079712 (-0.06142103672027588) | > avg_loss_mel: 13.907746076583862 (+0.6707227230072021) | > avg_loss_duration: 1.8474041223526 (-0.012524604797363281) | > avg_loss_1: 28.680431365966797 (+0.6239027976989746)  > EPOCH: 497/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 05:27:47)   --> TIME: 2025-05-12 05:27:59 -- STEP: 12/725 -- GLOBAL_STEP: 406200 | > loss_disc: 2.0718913078308105 (2.210731625556946) | > loss_disc_real_0: 0.0957348644733429 (0.13697110985716182) | > loss_disc_real_1: 0.21570755541324615 (0.18672834957639375) | > loss_disc_real_2: 0.20966945588588715 (0.1871121513346831) | > loss_disc_real_3: 0.1872759759426117 (0.21146435911456743) | > loss_disc_real_4: 0.1734510064125061 (0.19815346722801527) | > loss_disc_real_5: 0.18614520132541656 (0.20627655709783235) | > loss_0: 2.0718913078308105 (2.210731625556946) | > grad_norm_0: tensor(25.4887, device='cuda:0') (tensor(26.8864, device='cuda:0')) | > loss_gen: 2.9466471672058105 (2.76109645764033) | > loss_kl: 1.78939688205719 (1.6753557721773784) | > loss_feat: 9.363367080688477 (8.023412108421326) | > loss_mel: 13.552441596984863 (12.846750656763712) | > loss_duration: 1.6694955825805664 (1.6564959983030956) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.32135009765625 (26.96311155954997) | > grad_norm_1: tensor(419.8690, device='cuda:0') (tensor(358.3367, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8634 (0.8465859492619833) | > loader_time: 0.0088 (0.010007758935292562)  --> TIME: 2025-05-12 05:28:43 -- STEP: 62/725 -- GLOBAL_STEP: 406250 | > loss_disc: 2.249990940093994 (2.207975468327921) | > loss_disc_real_0: 0.12755469977855682 (0.13540261947820265) | > loss_disc_real_1: 0.18107028305530548 (0.18852164235807234) | > loss_disc_real_2: 0.19629979133605957 (0.1883053459948109) | > loss_disc_real_3: 0.2021075040102005 (0.20757681852386844) | > loss_disc_real_4: 0.16802377998828888 (0.19579639093529794) | > loss_disc_real_5: 0.19625991582870483 (0.2107336523552095) | > loss_0: 2.249990940093994 (2.207975468327921) | > grad_norm_0: tensor(22.9886, device='cuda:0') (tensor(21.5161, device='cuda:0')) | > loss_gen: 2.5623459815979004 (2.7412027697409354) | > loss_kl: 1.6010769605636597 (1.7050185914962523) | > loss_feat: 7.819533348083496 (8.223322383819093) | > loss_mel: 12.957334518432617 (12.978703160439768) | > loss_duration: 1.7087186574935913 (1.6548333571803184) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.649009704589844 (27.303080435722105) | > grad_norm_1: tensor(310.3729, device='cuda:0') (tensor(333.7406, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.865 (0.8621151101204657) | > loader_time: 0.0118 (0.010522938543750394)  --> TIME: 2025-05-12 05:29:27 -- STEP: 112/725 -- GLOBAL_STEP: 406300 | > loss_disc: 2.17676043510437 (2.202090003660747) | > loss_disc_real_0: 0.09940136969089508 (0.13428139260837008) | > loss_disc_real_1: 0.21937283873558044 (0.18837232874440296) | > loss_disc_real_2: 0.1760234236717224 (0.1885189553722739) | > loss_disc_real_3: 0.21264033019542694 (0.20631177324269498) | > loss_disc_real_4: 0.1882910281419754 (0.194686940738133) | > loss_disc_real_5: 0.20496198534965515 (0.2102993858445968) | > loss_0: 2.17676043510437 (2.202090003660747) | > grad_norm_0: tensor(16.3167, device='cuda:0') (tensor(20.4314, device='cuda:0')) | > loss_gen: 2.9512579441070557 (2.7502878329583575) | > loss_kl: 1.6513733863830566 (1.7200679214937347) | > loss_feat: 9.036377906799316 (8.263758859464108) | > loss_mel: 13.835283279418945 (12.980980319636206) | > loss_duration: 1.661238193511963 (1.6579621476786477) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.135530471801758 (27.373057109969004) | > grad_norm_1: tensor(402.8683, device='cuda:0') (tensor(322.0927, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8489 (0.8630949769701276) | > loader_time: 0.0111 (0.010410570672580177)  --> TIME: 2025-05-12 05:30:11 -- STEP: 162/725 -- GLOBAL_STEP: 406350 | > loss_disc: 2.3318252563476562 (2.196345759026797) | > loss_disc_real_0: 0.10302291065454483 (0.13354236421025836) | > loss_disc_real_1: 0.20886902511119843 (0.1881278458936715) | > loss_disc_real_2: 0.2102336287498474 (0.1874733707971043) | > loss_disc_real_3: 0.21299217641353607 (0.20587401349603393) | > loss_disc_real_4: 0.163468599319458 (0.19455886475833842) | > loss_disc_real_5: 0.20219123363494873 (0.2099773187512233) | > loss_0: 2.3318252563476562 (2.196345759026797) | > grad_norm_0: tensor(15.7589, device='cuda:0') (tensor(20.8491, device='cuda:0')) | > loss_gen: 2.555018663406372 (2.7670705009389804) | > loss_kl: 1.8042844533920288 (1.7133925792611675) | > loss_feat: 7.048024654388428 (8.358223991629522) | > loss_mel: 12.349823951721191 (13.016538761280195) | > loss_duration: 1.625420331954956 (1.6589721073339014) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.382572174072266 (27.51419798533122) | > grad_norm_1: tensor(364.3255, device='cuda:0') (tensor(337.2217, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8635 (0.8631100477995696) | > loader_time: 0.0109 (0.010417801362496835)  --> TIME: 2025-05-12 05:30:55 -- STEP: 212/725 -- GLOBAL_STEP: 406400 | > loss_disc: 2.153578042984009 (2.1995059330508377) | > loss_disc_real_0: 0.12435447424650192 (0.13418235176436197) | > loss_disc_real_1: 0.20661507546901703 (0.18879946019008476) | > loss_disc_real_2: 0.21618331968784332 (0.18810058357018342) | > loss_disc_real_3: 0.18742407858371735 (0.20599681813761872) | > loss_disc_real_4: 0.2146395891904831 (0.1948374912564484) | > loss_disc_real_5: 0.20733755826950073 (0.20910917398221088) | > loss_0: 2.153578042984009 (2.1995059330508377) | > grad_norm_0: tensor(18.4994, device='cuda:0') (tensor(20.8887, device='cuda:0')) | > loss_gen: 2.8884122371673584 (2.7657652553522363) | > loss_kl: 1.6503623723983765 (1.7159527461483794) | > loss_feat: 9.029996871948242 (8.336864586146374) | > loss_mel: 12.906311988830566 (12.98066926002502) | > loss_duration: 1.6805288791656494 (1.6600699357266695) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.155611038208008 (27.45932183175717) | > grad_norm_1: tensor(319.6366, device='cuda:0') (tensor(338.4581, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8591 (0.8635592865494063) | > loader_time: 0.0097 (0.010361970595593722)  --> TIME: 2025-05-12 05:31:38 -- STEP: 262/725 -- GLOBAL_STEP: 406450 | > loss_disc: 2.2592086791992188 (2.2059699906647645) | > loss_disc_real_0: 0.13206808269023895 (0.1385026453276173) | > loss_disc_real_1: 0.21590906381607056 (0.18905562156711825) | > loss_disc_real_2: 0.2042894810438156 (0.1878984881038884) | > loss_disc_real_3: 0.24266000092029572 (0.2066280807702596) | > loss_disc_real_4: 0.1824473887681961 (0.19494491337819858) | > loss_disc_real_5: 0.2077624350786209 (0.20928012027995277) | > loss_0: 2.2592086791992188 (2.2059699906647645) | > grad_norm_0: tensor(36.2563, device='cuda:0') (tensor(21.5623, device='cuda:0')) | > loss_gen: 2.7494454383850098 (2.7692626896705335) | > loss_kl: 1.7285829782485962 (1.719072007040941) | > loss_feat: 8.208686828613281 (8.338024004725101) | > loss_mel: 13.064324378967285 (12.968713924174997) | > loss_duration: 1.665822982788086 (1.6611310844202989) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.41686248779297 (27.45620369365197) | > grad_norm_1: tensor(437.7739, device='cuda:0') (tensor(343.0132, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8922 (0.8619365537439594) | > loader_time: 0.011 (0.010293767652438798)  --> TIME: 2025-05-12 05:32:22 -- STEP: 312/725 -- GLOBAL_STEP: 406500 | > loss_disc: 2.2620503902435303 (2.2083407288942567) | > loss_disc_real_0: 0.1387988030910492 (0.1392973909059015) | > loss_disc_real_1: 0.20449180901050568 (0.1893231388276968) | > loss_disc_real_2: 0.19620193541049957 (0.18816454732456256) | > loss_disc_real_3: 0.21280242502689362 (0.20631210462978244) | > loss_disc_real_4: 0.18799354135990143 (0.19502844040592507) | > loss_disc_real_5: 0.20843839645385742 (0.20941741177095816) | > loss_0: 2.2620503902435303 (2.2083407288942567) | > grad_norm_0: tensor(26.5184, device='cuda:0') (tensor(22.0425, device='cuda:0')) | > loss_gen: 2.528104305267334 (2.761495887469022) | > loss_kl: 1.5017398595809937 (1.7157810529073079) | > loss_feat: 7.246976852416992 (8.284496383789259) | > loss_mel: 11.795918464660645 (12.908640665885729) | > loss_duration: 1.637264370918274 (1.6603893110385308) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.710004806518555 (27.330803339297944) | > grad_norm_1: tensor(433.3322, device='cuda:0') (tensor(346.3383, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8665 (0.8618754010934097) | > loader_time: 0.01 (0.010322682368449673)  --> TIME: 2025-05-12 05:33:06 -- STEP: 362/725 -- GLOBAL_STEP: 406550 | > loss_disc: 2.321812152862549 (2.207138481061102) | > loss_disc_real_0: 0.13551776111125946 (0.13899854867003908) | > loss_disc_real_1: 0.21449075639247894 (0.1894751215425644) | > loss_disc_real_2: 0.2202819585800171 (0.18787268952605463) | > loss_disc_real_3: 0.20845288038253784 (0.20610346225249826) | > loss_disc_real_4: 0.2068171203136444 (0.19483099527945175) | > loss_disc_real_5: 0.18817760050296783 (0.20924441413490813) | > loss_0: 2.321812152862549 (2.207138481061102) | > grad_norm_0: tensor(12.3322, device='cuda:0') (tensor(21.9083, device='cuda:0')) | > loss_gen: 2.5878796577453613 (2.759982021474046) | > loss_kl: 1.8502613306045532 (1.7119000896564505) | > loss_feat: 7.2071404457092285 (8.276319659217293) | > loss_mel: 11.543708801269531 (12.875853728194263) | > loss_duration: 1.611555576324463 (1.6596711248324063) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.80054473876953 (27.283726650048347) | > grad_norm_1: tensor(122.6246, device='cuda:0') (tensor(351.4594, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8575 (0.8622117674811769) | > loader_time: 0.01 (0.010295366055399012)  --> TIME: 2025-05-12 05:33:50 -- STEP: 412/725 -- GLOBAL_STEP: 406600 | > loss_disc: 2.0927517414093018 (2.2046270856579517) | > loss_disc_real_0: 0.09175582230091095 (0.1384743284614921) | > loss_disc_real_1: 0.17232908308506012 (0.1895203826207559) | > loss_disc_real_2: 0.19334006309509277 (0.18765165768925415) | > loss_disc_real_3: 0.2193414717912674 (0.20604266515634587) | > loss_disc_real_4: 0.19464658200740814 (0.19464936664382232) | > loss_disc_real_5: 0.20359265804290771 (0.20926369108187343) | > loss_0: 2.0927517414093018 (2.2046270856579517) | > grad_norm_0: tensor(26.1311, device='cuda:0') (tensor(22.1193, device='cuda:0')) | > loss_gen: 2.8281302452087402 (2.765072816205256) | > loss_kl: 1.7076842784881592 (1.712666720730587) | > loss_feat: 9.112852096557617 (8.30031046936813) | > loss_mel: 14.041584014892578 (12.898298462617744) | > loss_duration: 1.6688838005065918 (1.6603306824142494) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.3591365814209 (27.336679199366884) | > grad_norm_1: tensor(436.2707, device='cuda:0') (tensor(357.5089, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.9044 (0.8623578091269558) | > loader_time: 0.0099 (0.010256869121662621)  --> TIME: 2025-05-12 05:34:34 -- STEP: 462/725 -- GLOBAL_STEP: 406650 | > loss_disc: 2.331404209136963 (2.206105510393779) | > loss_disc_real_0: 0.1604864001274109 (0.13840904252934275) | > loss_disc_real_1: 0.17634573578834534 (0.18982612019106423) | > loss_disc_real_2: 0.20467998087406158 (0.18808415751436564) | > loss_disc_real_3: 0.21001623570919037 (0.20612839886765452) | > loss_disc_real_4: 0.17823712527751923 (0.19437966495752335) | > loss_disc_real_5: 0.23900145292282104 (0.20925116303550217) | > loss_0: 2.331404209136963 (2.206105510393779) | > grad_norm_0: tensor(21.5292, device='cuda:0') (tensor(21.6740, device='cuda:0')) | > loss_gen: 2.599372386932373 (2.7631470625534713) | > loss_kl: 1.6178524494171143 (1.7132576575010885) | > loss_feat: 6.900514602661133 (8.282317433006323) | > loss_mel: 11.789451599121094 (12.896836266373143) | > loss_duration: 1.6907413005828857 (1.6604958904253972) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.597932815551758 (27.31605432353494) | > grad_norm_1: tensor(297.4367, device='cuda:0') (tensor(350.4276, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8111 (0.8618619044621786) | > loader_time: 0.01 (0.010244237912165654)  --> TIME: 2025-05-12 05:35:18 -- STEP: 512/725 -- GLOBAL_STEP: 406700 | > loss_disc: 2.142259359359741 (2.206664350815118) | > loss_disc_real_0: 0.13467802107334137 (0.13831600974663183) | > loss_disc_real_1: 0.18547563254833221 (0.18997666615177877) | > loss_disc_real_2: 0.17430000007152557 (0.18835145913180887) | > loss_disc_real_3: 0.1908750832080841 (0.20593104852014216) | > loss_disc_real_4: 0.1758410483598709 (0.19428001868072897) | > loss_disc_real_5: 0.19739000499248505 (0.20935313976951875) | > loss_0: 2.142259359359741 (2.206664350815118) | > grad_norm_0: tensor(27.6498, device='cuda:0') (tensor(21.5619, device='cuda:0')) | > loss_gen: 2.866682767868042 (2.760769880842417) | > loss_kl: 1.8273788690567017 (1.7124863993376493) | > loss_feat: 9.168549537658691 (8.269555651582785) | > loss_mel: 13.602378845214844 (12.901795154437423) | > loss_duration: 1.6092689037322998 (1.6612413444090635) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.07425880432129 (27.305848468095057) | > grad_norm_1: tensor(420.5693, device='cuda:0') (tensor(351.7645, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8669 (0.8622732246294618) | > loader_time: 0.0122 (0.010298021137714386)  --> TIME: 2025-05-12 05:36:02 -- STEP: 562/725 -- GLOBAL_STEP: 406750 | > loss_disc: 2.070960760116577 (2.204925225510717) | > loss_disc_real_0: 0.1337176412343979 (0.13781600318239268) | > loss_disc_real_1: 0.17335808277130127 (0.189979477841871) | > loss_disc_real_2: 0.18017148971557617 (0.18836170453511944) | > loss_disc_real_3: 0.22126564383506775 (0.2057926987307776) | > loss_disc_real_4: 0.19066038727760315 (0.19421607112757253) | > loss_disc_real_5: 0.21441558003425598 (0.20914784940854508) | > loss_0: 2.070960760116577 (2.204925225510717) | > grad_norm_0: tensor(15.3599, device='cuda:0') (tensor(21.6290, device='cuda:0')) | > loss_gen: 2.9970474243164062 (2.764278994760479) | > loss_kl: 1.6808066368103027 (1.7135743609102592) | > loss_feat: 9.5770263671875 (8.282680422385827) | > loss_mel: 13.82264518737793 (12.917101106609739) | > loss_duration: 1.6307954788208008 (1.6612589728365592) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.70832061767578 (27.33889390056243) | > grad_norm_1: tensor(424.8923, device='cuda:0') (tensor(356.1719, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.9052 (0.8621115302700164) | > loader_time: 0.01 (0.010294266442811357)  --> TIME: 2025-05-12 05:36:46 -- STEP: 612/725 -- GLOBAL_STEP: 406800 | > loss_disc: 2.220799446105957 (2.2054977894218917) | > loss_disc_real_0: 0.14300842583179474 (0.1375965822755902) | > loss_disc_real_1: 0.20865163207054138 (0.19023581791449995) | > loss_disc_real_2: 0.1906922161579132 (0.18838511346504572) | > loss_disc_real_3: 0.2006494104862213 (0.20557549642094597) | > loss_disc_real_4: 0.2014303207397461 (0.19431700822866838) | > loss_disc_real_5: 0.23414857685565948 (0.2094856993922221) | > loss_0: 2.220799446105957 (2.2054977894218917) | > grad_norm_0: tensor(13.7499, device='cuda:0') (tensor(21.2176, device='cuda:0')) | > loss_gen: 2.7667667865753174 (2.7615248969956925) | > loss_kl: 1.6063178777694702 (1.7102249993218301) | > loss_feat: 8.55162239074707 (8.278054297359956) | > loss_mel: 13.746553421020508 (12.905474764069695) | > loss_duration: 1.59451425075531 (1.6607067008423648) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.265775680541992 (27.315985679626454) | > grad_norm_1: tensor(342.7964, device='cuda:0') (tensor(348.5480, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8345 (0.8624048852453045) | > loader_time: 0.0093 (0.010294666866851007)  --> TIME: 2025-05-12 05:37:29 -- STEP: 662/725 -- GLOBAL_STEP: 406850 | > loss_disc: 2.3493545055389404 (2.207187882903119) | > loss_disc_real_0: 0.1213231235742569 (0.13753435803504163) | > loss_disc_real_1: 0.20699965953826904 (0.19042045055829496) | > loss_disc_real_2: 0.20244482159614563 (0.18847710078756616) | > loss_disc_real_3: 0.212977796792984 (0.20571628242190867) | > loss_disc_real_4: 0.20081663131713867 (0.1943729339319416) | > loss_disc_real_5: 0.20709721744060516 (0.20972701423207799) | > loss_0: 2.3493545055389404 (2.207187882903119) | > grad_norm_0: tensor(18.2277, device='cuda:0') (tensor(20.9908, device='cuda:0')) | > loss_gen: 2.544861316680908 (2.7587402259475144) | > loss_kl: 1.6843852996826172 (1.7107159673627397) | > loss_feat: 7.484007358551025 (8.265114588319735) | > loss_mel: 10.952522277832031 (12.889290466769578) | > loss_duration: 1.695304036140442 (1.6611398616946356) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.361080169677734 (27.285001138185795) | > grad_norm_1: tensor(98.1109, device='cuda:0') (tensor(343.8353, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8764 (0.8620503085617572) | > loader_time: 0.01 (0.010291950580216605)  --> TIME: 2025-05-12 05:38:14 -- STEP: 712/725 -- GLOBAL_STEP: 406900 | > loss_disc: 2.229511022567749 (2.2072528029760616) | > loss_disc_real_0: 0.10973765701055527 (0.13773102686855576) | > loss_disc_real_1: 0.16652125120162964 (0.19033188994429748) | > loss_disc_real_2: 0.20646923780441284 (0.18859751317440798) | > loss_disc_real_3: 0.19157059490680695 (0.205546807016382) | > loss_disc_real_4: 0.1914837658405304 (0.19443981809897393) | > loss_disc_real_5: 0.20092111825942993 (0.20970929610762704) | > loss_0: 2.229511022567749 (2.2072528029760616) | > grad_norm_0: tensor(19.1429, device='cuda:0') (tensor(21.0489, device='cuda:0')) | > loss_gen: 2.7141895294189453 (2.7604609007915744) | > loss_kl: 1.7288707494735718 (1.7100827523161843) | > loss_feat: 8.559327125549316 (8.268664719013694) | > loss_mel: 13.397159576416016 (12.893416289533118) | > loss_duration: 1.6586759090423584 (1.661198597275809) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.0582218170166 (27.29382329308584) | > grad_norm_1: tensor(374.8472, device='cuda:0') (tensor(344.5487, device='cuda:0')) | > current_lr_0: 0.00018795235190857083 | > current_lr_1: 0.00018795235190857083 | > step_time: 0.8387 (0.8629143338524894) | > loader_time: 0.0096 (0.010312835152229563)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2186102867126465 (2.2186102867126465) | > loss_disc_real_0: 0.11603166908025742 (0.11603166908025742) | > loss_disc_real_1: 0.19459550082683563 (0.19459550082683563) | > loss_disc_real_2: 0.21179912984371185 (0.21179912984371185) | > loss_disc_real_3: 0.2715960741043091 (0.2715960741043091) | > loss_disc_real_4: 0.28062230348587036 (0.28062230348587036) | > loss_disc_real_5: 0.23161068558692932 (0.23161068558692932) | > loss_0: 2.2186102867126465 (2.2186102867126465) | > loss_gen: 3.010223865509033 (3.010223865509033) | > loss_kl: 2.1126351356506348 (2.1126351356506348) | > loss_feat: 9.501011848449707 (9.501011848449707) | > loss_mel: 15.654200553894043 (15.654200553894043) | > loss_duration: 1.7607934474945068 (1.7607934474945068) | > loss_1: 32.03886413574219 (32.03886413574219)  --> STEP: 1 | > loss_disc: 2.2867369651794434 (2.2867369651794434) | > loss_disc_real_0: 0.11827383935451508 (0.11827383935451508) | > loss_disc_real_1: 0.19486474990844727 (0.19486474990844727) | > loss_disc_real_2: 0.2219645380973816 (0.2219645380973816) | > loss_disc_real_3: 0.2768685221672058 (0.2768685221672058) | > loss_disc_real_4: 0.28666746616363525 (0.28666746616363525) | > loss_disc_real_5: 0.23093390464782715 (0.23093390464782715) | > loss_0: 2.2867369651794434 (2.2867369651794434) | > loss_gen: 2.9732515811920166 (2.9732515811920166) | > loss_kl: 2.088825225830078 (2.088825225830078) | > loss_feat: 8.929010391235352 (8.929010391235352) | > loss_mel: 15.385407447814941 (15.385407447814941) | > loss_duration: 1.8808462619781494 (1.8808462619781494) | > loss_1: 31.257341384887695 (31.257341384887695)  --> STEP: 2 | > loss_disc: 2.2574853897094727 (2.272111177444458) | > loss_disc_real_0: 0.11694300174713135 (0.11760842055082321) | > loss_disc_real_1: 0.20818355679512024 (0.20152415335178375) | > loss_disc_real_2: 0.2138877809047699 (0.21792615950107574) | > loss_disc_real_3: 0.2962566018104553 (0.28656256198883057) | > loss_disc_real_4: 0.29434260725975037 (0.2905050367116928) | > loss_disc_real_5: 0.2290542870759964 (0.22999409586191177) | > loss_0: 2.2574853897094727 (2.272111177444458) | > loss_gen: 3.0678417682647705 (3.0205466747283936) | > loss_kl: 1.9349079132080078 (2.011866569519043) | > loss_feat: 9.206839561462402 (9.067924976348877) | > loss_mel: 15.160209655761719 (15.27280855178833) | > loss_duration: 1.897879958152771 (1.8893631100654602) | > loss_1: 31.26767921447754 (31.262510299682617)  --> STEP: 3 | > loss_disc: 2.3798465728759766 (2.308022975921631) | > loss_disc_real_0: 0.13172173500061035 (0.12231285870075226) | > loss_disc_real_1: 0.22245550155639648 (0.208501269419988) | > loss_disc_real_2: 0.23352359235286713 (0.2231253037850062) | > loss_disc_real_3: 0.26730528473854065 (0.28014346957206726) | > loss_disc_real_4: 0.28084707260131836 (0.287285715341568) | > loss_disc_real_5: 0.2543407380580902 (0.2381096432606379) | > loss_0: 2.3798465728759766 (2.308022975921631) | > loss_gen: 2.8021140098571777 (2.9477357864379883) | > loss_kl: 2.0879366397857666 (2.0372232596079507) | > loss_feat: 8.117837905883789 (8.751229286193848) | > loss_mel: 13.418370246887207 (14.654662450154623) | > loss_duration: 1.8584476709365845 (1.8790579636891682) | > loss_1: 28.28470802307129 (30.269909540812176)  --> STEP: 4 | > loss_disc: 2.243440628051758 (2.2918773889541626) | > loss_disc_real_0: 0.13466809689998627 (0.12540166825056076) | > loss_disc_real_1: 0.17652857303619385 (0.20050809532403946) | > loss_disc_real_2: 0.22195199131965637 (0.22283197566866875) | > loss_disc_real_3: 0.25618672370910645 (0.27415428310632706) | > loss_disc_real_4: 0.27512210607528687 (0.2842448130249977) | > loss_disc_real_5: 0.19562485814094543 (0.2274884469807148) | > loss_0: 2.243440628051758 (2.2918773889541626) | > loss_gen: 2.8166136741638184 (2.914955258369446) | > loss_kl: 1.906886100769043 (2.004638969898224) | > loss_feat: 9.001021385192871 (8.813677310943604) | > loss_mel: 13.564229965209961 (14.382054328918457) | > loss_duration: 1.7848752737045288 (1.8555122911930084) | > loss_1: 29.073627471923828 (29.970839023590088) --> EVAL PERFORMANCE | > avg_loader_time: 0.33123522996902466 (+0.005029201507568359) | > avg_loss_disc: 2.2918773889541626 (-0.01124948263168335) | > avg_loss_disc_real_0: 0.12540166825056076 (-0.03794138506054878) | > avg_loss_disc_real_1: 0.20050809532403946 (+0.043092597275972366) | > avg_loss_disc_real_2: 0.22283197566866875 (+0.02505055069923401) | > avg_loss_disc_real_3: 0.27415428310632706 (+0.02940293774008751) | > avg_loss_disc_real_4: 0.2842448130249977 (+0.0731220506131649) | > avg_loss_disc_real_5: 0.2274884469807148 (-0.007639456540346146) | > avg_loss_0: 2.2918773889541626 (-0.01124948263168335) | > avg_loss_gen: 2.914955258369446 (+0.3158566951751709) | > avg_loss_kl: 2.004638969898224 (-0.0050130486488342285) | > avg_loss_feat: 8.813677310943604 (+0.4971468448638916) | > avg_loss_mel: 14.382054328918457 (+0.4743082523345947) | > avg_loss_duration: 1.8555122911930084 (+0.008108168840408325) | > avg_loss_1: 29.970839023590088 (+1.290407657623291)  > EPOCH: 498/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 05:38:31)   --> TIME: 2025-05-12 05:39:06 -- STEP: 37/725 -- GLOBAL_STEP: 406950 | > loss_disc: 2.1648995876312256 (2.232945477640307) | > loss_disc_real_0: 0.14194543659687042 (0.139317055207652) | > loss_disc_real_1: 0.1597253829240799 (0.19293616994007215) | > loss_disc_real_2: 0.19034765660762787 (0.18923392609969988) | > loss_disc_real_3: 0.18571443855762482 (0.20807000108667323) | > loss_disc_real_4: 0.21323925256729126 (0.19425316839604764) | > loss_disc_real_5: 0.2126857489347458 (0.2123808647329743) | > loss_0: 2.1648995876312256 (2.232945477640307) | > grad_norm_0: tensor(33.8232, device='cuda:0') (tensor(18.5438, device='cuda:0')) | > loss_gen: 2.9192914962768555 (2.7255599434311324) | > loss_kl: 1.6777029037475586 (1.6825880972114768) | > loss_feat: 9.76236343383789 (8.180376954980801) | > loss_mel: 13.644814491271973 (12.821677439921611) | > loss_duration: 1.6645128726959229 (1.6587333292574495) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.668685913085938 (27.068935806686813) | > grad_norm_1: tensor(494.0286, device='cuda:0') (tensor(302.7211, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.882 (0.862700687872397) | > loader_time: 0.0113 (0.011144051680693755)  --> TIME: 2025-05-12 05:39:50 -- STEP: 87/725 -- GLOBAL_STEP: 407000 | > loss_disc: 2.177870750427246 (2.1981977443585454) | > loss_disc_real_0: 0.0900401696562767 (0.13464905124628687) | > loss_disc_real_1: 0.1780160516500473 (0.1893721382165778) | > loss_disc_real_2: 0.16850535571575165 (0.1867791652336888) | > loss_disc_real_3: 0.21325670182704926 (0.20714461871947365) | > loss_disc_real_4: 0.18509723246097565 (0.19278065277927223) | > loss_disc_real_5: 0.22194047272205353 (0.20912023745049005) | > loss_0: 2.177870750427246 (2.1981977443585454) | > grad_norm_0: tensor(10.3796, device='cuda:0') (tensor(20.6493, device='cuda:0')) | > loss_gen: 2.8034074306488037 (2.7635628903049163) | > loss_kl: 1.6588757038116455 (1.6985035175564644) | > loss_feat: 8.868688583374023 (8.356271957529007) | > loss_mel: 13.490286827087402 (12.947481725407743) | > loss_duration: 1.6252434253692627 (1.6593997204440765) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.446502685546875 (27.42521989756617) | > grad_norm_1: tensor(104.6667, device='cuda:0') (tensor(333.0172, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.8357 (0.8603986213947165) | > loader_time: 0.0097 (0.010607722161830159) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_407000.pth  --> TIME: 2025-05-12 05:40:36 -- STEP: 137/725 -- GLOBAL_STEP: 407050 | > loss_disc: 2.095456600189209 (2.190865359167114) | > loss_disc_real_0: 0.13026610016822815 (0.13352526593817415) | > loss_disc_real_1: 0.16184113919734955 (0.18910291671317864) | > loss_disc_real_2: 0.1641504168510437 (0.18601086844493003) | > loss_disc_real_3: 0.19374020397663116 (0.20517326086542034) | > loss_disc_real_4: 0.20040132105350494 (0.1925453674184145) | > loss_disc_real_5: 0.19986219704151154 (0.20790869193355532) | > loss_0: 2.095456600189209 (2.190865359167114) | > grad_norm_0: tensor(25.7881, device='cuda:0') (tensor(20.5156, device='cuda:0')) | > loss_gen: 3.115189552307129 (2.773684346762886) | > loss_kl: 1.698966383934021 (1.7094341620911646) | > loss_feat: 9.300198554992676 (8.380795440534607) | > loss_mel: 12.255410194396973 (12.965277302874266) | > loss_duration: 1.6562527418136597 (1.65980361934996) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.02601432800293 (27.48899489075598) | > grad_norm_1: tensor(350.7430, device='cuda:0') (tensor(334.3849, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.8321 (0.859446210582761) | > loader_time: 0.0101 (0.01059428096687707)  --> TIME: 2025-05-12 05:41:19 -- STEP: 187/725 -- GLOBAL_STEP: 407100 | > loss_disc: 2.1541695594787598 (2.1909872095852623) | > loss_disc_real_0: 0.11869597434997559 (0.13488872807453037) | > loss_disc_real_1: 0.19517265260219574 (0.18925715074500943) | > loss_disc_real_2: 0.19063641130924225 (0.18655023791573264) | > loss_disc_real_3: 0.17155279219150543 (0.20508129026163072) | > loss_disc_real_4: 0.20214331150054932 (0.1928839028519105) | > loss_disc_real_5: 0.1647597998380661 (0.20735844531480005) | > loss_0: 2.1541695594787598 (2.1909872095852623) | > grad_norm_0: tensor(12.6096, device='cuda:0') (tensor(21.2910, device='cuda:0')) | > loss_gen: 2.772608995437622 (2.7734062085177174) | > loss_kl: 1.7580718994140625 (1.714027712689364) | > loss_feat: 8.83031177520752 (8.383330342603877) | > loss_mel: 13.557075500488281 (12.972522042014383) | > loss_duration: 1.6823620796203613 (1.6612040327194546) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.60042953491211 (27.504490347469556) | > grad_norm_1: tensor(289.1156, device='cuda:0') (tensor(339.4613, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.8712 (0.8583893941685478) | > loader_time: 0.0112 (0.010513481609324082)  --> TIME: 2025-05-12 05:42:03 -- STEP: 237/725 -- GLOBAL_STEP: 407150 | > loss_disc: 2.201814651489258 (2.196630315941598) | > loss_disc_real_0: 0.1718985140323639 (0.13505864828699257) | > loss_disc_real_1: 0.20966623723506927 (0.18980946212629735) | > loss_disc_real_2: 0.19336320459842682 (0.18698131818057112) | > loss_disc_real_3: 0.21524417400360107 (0.2051863145979145) | > loss_disc_real_4: 0.1753479242324829 (0.19355334247214884) | > loss_disc_real_5: 0.2124314308166504 (0.2081048264785155) | > loss_0: 2.201814651489258 (2.196630315941598) | > grad_norm_0: tensor(20.5958, device='cuda:0') (tensor(20.8484, device='cuda:0')) | > loss_gen: 2.950239419937134 (2.769454814210723) | > loss_kl: 1.9330132007598877 (1.7199781197535842) | > loss_feat: 8.417964935302734 (8.372498944841858) | > loss_mel: 13.261330604553223 (12.970102189462397) | > loss_duration: 1.646385669708252 (1.661169559643742) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.208932876586914 (27.493203633948216) | > grad_norm_1: tensor(375.0516, device='cuda:0') (tensor(332.2569, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.838 (0.8589385129228423) | > loader_time: 0.0095 (0.010413666817709362)  --> TIME: 2025-05-12 05:42:48 -- STEP: 287/725 -- GLOBAL_STEP: 407200 | > loss_disc: 2.435762405395508 (2.2470752711080104) | > loss_disc_real_0: 0.20899668335914612 (0.17250903537464482) | > loss_disc_real_1: 0.20815140008926392 (0.19057799953616875) | > loss_disc_real_2: 0.21627064049243927 (0.18781736887705872) | > loss_disc_real_3: 0.2348402887582779 (0.20666642393592344) | > loss_disc_real_4: 0.18838687241077423 (0.19377301856615817) | > loss_disc_real_5: 0.20021602511405945 (0.21078833958413126) | > loss_0: 2.435762405395508 (2.2470752711080104) | > grad_norm_0: tensor(24.8485, device='cuda:0') (tensor(21.0265, device='cuda:0')) | > loss_gen: 2.4395408630371094 (2.748102684054226) | > loss_kl: 1.6919679641723633 (1.7160276124701679) | > loss_feat: 6.4398603439331055 (8.283555354806188) | > loss_mel: 10.488585472106934 (12.91326637467441) | > loss_duration: 1.6746591329574585 (1.6608256475435317) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.734615325927734 (27.32177768933233) | > grad_norm_1: tensor(293.2865, device='cuda:0') (tensor(307.8123, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.835 (0.8616174762672664) | > loader_time: 0.0108 (0.010434160664521857)  --> TIME: 2025-05-12 05:43:31 -- STEP: 337/725 -- GLOBAL_STEP: 407250 | > loss_disc: 2.0679280757904053 (2.2415648490102082) | > loss_disc_real_0: 0.11945108324289322 (0.16814938302563634) | > loss_disc_real_1: 0.19412557780742645 (0.190402212765521) | > loss_disc_real_2: 0.16680581867694855 (0.18762091018856453) | > loss_disc_real_3: 0.21933285892009735 (0.20633257505448008) | > loss_disc_real_4: 0.1791306585073471 (0.19372703603714783) | > loss_disc_real_5: 0.18183469772338867 (0.2108989429579998) | > loss_0: 2.0679280757904053 (2.2415648490102082) | > grad_norm_0: tensor(14.8255, device='cuda:0') (tensor(20.0755, device='cuda:0')) | > loss_gen: 2.930570363998413 (2.747944872174137) | > loss_kl: 1.6543442010879517 (1.7131985217244403) | > loss_feat: 9.361869812011719 (8.293799278644142) | > loss_mel: 14.16376781463623 (12.921005220724496) | > loss_duration: 1.632252812385559 (1.6601748827303198) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.74280548095703 (27.336122801466583) | > grad_norm_1: tensor(226.0002, device='cuda:0') (tensor(294.4301, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.8782 (0.8612182770001782) | > loader_time: 0.0111 (0.010431678783292235)  --> TIME: 2025-05-12 05:44:15 -- STEP: 387/725 -- GLOBAL_STEP: 407300 | > loss_disc: 2.362208366394043 (2.2397390021834234) | > loss_disc_real_0: 0.11468078196048737 (0.16460755263342103) | > loss_disc_real_1: 0.21208535134792328 (0.1905294865446805) | > loss_disc_real_2: 0.23747120797634125 (0.1880640017123801) | > loss_disc_real_3: 0.17629098892211914 (0.20608408021372426) | > loss_disc_real_4: 0.20633955299854279 (0.19405678800218165) | > loss_disc_real_5: 0.22282075881958008 (0.2111004186308045) | > loss_0: 2.362208366394043 (2.2397390021834234) | > grad_norm_0: tensor(27.7484, device='cuda:0') (tensor(19.8421, device='cuda:0')) | > loss_gen: 2.545830488204956 (2.744289878110861) | > loss_kl: 1.6051905155181885 (1.712697391362153) | > loss_feat: 7.191696643829346 (8.270898036562501) | > loss_mel: 11.795536041259766 (12.900877129507927) | > loss_duration: 1.7373285293579102 (1.6606456860707404) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.875579833984375 (27.289408139172142) | > grad_norm_1: tensor(293.4740, device='cuda:0') (tensor(289.4151, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.868 (0.8609524321494485) | > loader_time: 0.0107 (0.010398562256371948)  --> TIME: 2025-05-12 05:44:59 -- STEP: 437/725 -- GLOBAL_STEP: 407350 | > loss_disc: 2.0924994945526123 (2.2357807432213916) | > loss_disc_real_0: 0.10278699547052383 (0.16118596006585473) | > loss_disc_real_1: 0.16381876170635223 (0.1906116422035601) | > loss_disc_real_2: 0.1781444102525711 (0.1882389545508871) | > loss_disc_real_3: 0.20153141021728516 (0.20596778276855945) | > loss_disc_real_4: 0.18687379360198975 (0.194119112203814) | > loss_disc_real_5: 0.24974727630615234 (0.21099066328538638) | > loss_0: 2.0924994945526123 (2.2357807432213916) | > grad_norm_0: tensor(20.5387, device='cuda:0') (tensor(19.6629, device='cuda:0')) | > loss_gen: 2.962759494781494 (2.7454787408187133) | > loss_kl: 1.682834506034851 (1.7107268132661515) | > loss_feat: 9.14322280883789 (8.277652128337445) | > loss_mel: 14.95943832397461 (12.902567280784625) | > loss_duration: 1.6348297595977783 (1.660591491299854) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.383085250854492 (27.297016475511633) | > grad_norm_1: tensor(445.8883, device='cuda:0') (tensor(289.7471, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.9107 (0.860390319431401) | > loader_time: 0.0102 (0.010359986695872295)  --> TIME: 2025-05-12 05:45:42 -- STEP: 487/725 -- GLOBAL_STEP: 407400 | > loss_disc: 2.1530587673187256 (2.234761743819685) | > loss_disc_real_0: 0.1427474021911621 (0.15868644994631928) | > loss_disc_real_1: 0.17745250463485718 (0.19066823578345943) | > loss_disc_real_2: 0.1887979656457901 (0.18843814118686886) | > loss_disc_real_3: 0.20680208504199982 (0.20611999843277243) | > loss_disc_real_4: 0.2002546191215515 (0.19461419621532208) | > loss_disc_real_5: 0.23035062849521637 (0.21113961668841894) | > loss_0: 2.1530587673187256 (2.234761743819685) | > grad_norm_0: tensor(18.8757, device='cuda:0') (tensor(19.6456, device='cuda:0')) | > loss_gen: 2.8241875171661377 (2.7439027072467845) | > loss_kl: 1.8929417133331299 (1.7135058949860211) | > loss_feat: 8.074605941772461 (8.264547962917188) | > loss_mel: 12.063244819641113 (12.896149414031168) | > loss_duration: 1.6542980670928955 (1.6610423226131306) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.509279251098633 (27.279148317215625) | > grad_norm_1: tensor(257.3742, device='cuda:0') (tensor(291.1530, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.827 (0.8603706864116129) | > loader_time: 0.0116 (0.010327906579207595)  --> TIME: 2025-05-12 05:46:26 -- STEP: 537/725 -- GLOBAL_STEP: 407450 | > loss_disc: 2.2061800956726074 (2.232754120835598) | > loss_disc_real_0: 0.1228819340467453 (0.15624478564804045) | > loss_disc_real_1: 0.1505427062511444 (0.19068716890985074) | > loss_disc_real_2: 0.17928031086921692 (0.18866897445151257) | > loss_disc_real_3: 0.2050841897726059 (0.20620395479033568) | > loss_disc_real_4: 0.21253032982349396 (0.19478990120927708) | > loss_disc_real_5: 0.21708454191684723 (0.2114245371556593) | > loss_0: 2.2061800956726074 (2.232754120835598) | > grad_norm_0: tensor(14.1431, device='cuda:0') (tensor(19.6336, device='cuda:0')) | > loss_gen: 2.660140037536621 (2.7433116325009026) | > loss_kl: 1.6331154108047485 (1.7145576057487357) | > loss_feat: 8.373087882995605 (8.261500150797747) | > loss_mel: 13.015769004821777 (12.890736560359791) | > loss_duration: 1.6869118213653564 (1.661619651250999) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.36902618408203 (27.27172562085939) | > grad_norm_1: tensor(180.4107, device='cuda:0') (tensor(290.7958, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.8534 (0.8608112432881219) | > loader_time: 0.0092 (0.010348364849552321)  --> TIME: 2025-05-12 05:47:10 -- STEP: 587/725 -- GLOBAL_STEP: 407500 | > loss_disc: 2.3273301124572754 (2.2314517270564207) | > loss_disc_real_0: 0.17812111973762512 (0.15476261785022236) | > loss_disc_real_1: 0.19577816128730774 (0.19073213119015378) | > loss_disc_real_2: 0.1975284069776535 (0.18864606541709958) | > loss_disc_real_3: 0.19933941960334778 (0.2060509183185471) | > loss_disc_real_4: 0.1782904863357544 (0.1947237764956394) | > loss_disc_real_5: 0.20412249863147736 (0.2113354251524862) | > loss_0: 2.3273301124572754 (2.2314517270564207) | > grad_norm_0: tensor(20.3410, device='cuda:0') (tensor(19.2916, device='cuda:0')) | > loss_gen: 2.5348968505859375 (2.7413002453630164) | > loss_kl: 1.655423879623413 (1.7170982722326267) | > loss_feat: 7.2328200340271 (8.253228003162329) | > loss_mel: 11.255231857299805 (12.875276368968125) | > loss_duration: 1.6433618068695068 (1.661218207780101) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.321733474731445 (27.248121092632235) | > grad_norm_1: tensor(226.6783, device='cuda:0') (tensor(283.3970, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.869 (0.8604342474441917) | > loader_time: 0.0097 (0.010319009144017807)  --> TIME: 2025-05-12 05:47:54 -- STEP: 637/725 -- GLOBAL_STEP: 407550 | > loss_disc: 2.205857276916504 (2.2289682916793945) | > loss_disc_real_0: 0.13668636977672577 (0.1530168387027137) | > loss_disc_real_1: 0.17801068723201752 (0.19070454739513729) | > loss_disc_real_2: 0.21333636343479156 (0.18872674408381926) | > loss_disc_real_3: 0.19917862117290497 (0.2060716013940201) | > loss_disc_real_4: 0.16537761688232422 (0.19460412944130473) | > loss_disc_real_5: 0.20423512160778046 (0.21130678347740284) | > loss_0: 2.205857276916504 (2.2289682916793945) | > grad_norm_0: tensor(16.1248, device='cuda:0') (tensor(19.2163, device='cuda:0')) | > loss_gen: 2.679596424102783 (2.7433816450918473) | > loss_kl: 1.779563069343567 (1.7156893170235479) | > loss_feat: 8.255005836486816 (8.255782516635186) | > loss_mel: 13.075550079345703 (12.881019216504539) | > loss_duration: 1.6285500526428223 (1.6613459925823728) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.418264389038086 (27.2572186618248) | > grad_norm_1: tensor(399.9398, device='cuda:0') (tensor(284.6826, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.8584 (0.8614218399700602) | > loader_time: 0.0105 (0.010340427117220463)  --> TIME: 2025-05-12 05:48:38 -- STEP: 687/725 -- GLOBAL_STEP: 407600 | > loss_disc: 2.164375066757202 (2.2258936866055046) | > loss_disc_real_0: 0.12544025480747223 (0.15148064752246257) | > loss_disc_real_1: 0.1744217425584793 (0.19065471223434863) | > loss_disc_real_2: 0.20167939364910126 (0.18854035011979348) | > loss_disc_real_3: 0.18297941982746124 (0.20582984795650197) | > loss_disc_real_4: 0.1814213991165161 (0.19459987235468373) | > loss_disc_real_5: 0.21604470908641815 (0.21111918200658736) | > loss_0: 2.164375066757202 (2.2258936866055046) | > grad_norm_0: tensor(7.8246, device='cuda:0') (tensor(19.1987, device='cuda:0')) | > loss_gen: 2.8006386756896973 (2.74576918839367) | > loss_kl: 1.6773658990859985 (1.7159265956503853) | > loss_feat: 9.108951568603516 (8.268016029480068) | > loss_mel: 13.538516998291016 (12.901289739983572) | > loss_duration: 1.6709251403808594 (1.6614131970870623) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.796398162841797 (27.292414724913574) | > grad_norm_1: tensor(248.7262, device='cuda:0') (tensor(286.3887, device='cuda:0')) | > current_lr_0: 0.00018792885786458223 | > current_lr_1: 0.00018792885786458223 | > step_time: 0.8869 (0.8611548523021404) | > loader_time: 0.0097 (0.010336404978101087)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2343313694000244 (2.2343313694000244) | > loss_disc_real_0: 0.13495314121246338 (0.13495314121246338) | > loss_disc_real_1: 0.15044820308685303 (0.15044820308685303) | > loss_disc_real_2: 0.23084746301174164 (0.23084746301174164) | > loss_disc_real_3: 0.23752813041210175 (0.23752813041210175) | > loss_disc_real_4: 0.2849290370941162 (0.2849290370941162) | > loss_disc_real_5: 0.2217792570590973 (0.2217792570590973) | > loss_0: 2.2343313694000244 (2.2343313694000244) | > loss_gen: 2.847774028778076 (2.847774028778076) | > loss_kl: 2.1360723972320557 (2.1360723972320557) | > loss_feat: 9.22816276550293 (9.22816276550293) | > loss_mel: 13.688360214233398 (13.688360214233398) | > loss_duration: 1.7361927032470703 (1.7361927032470703) | > loss_1: 29.63656234741211 (29.63656234741211)  --> STEP: 1 | > loss_disc: 2.278428554534912 (2.278428554534912) | > loss_disc_real_0: 0.1699703186750412 (0.1699703186750412) | > loss_disc_real_1: 0.14970818161964417 (0.14970818161964417) | > loss_disc_real_2: 0.24867185950279236 (0.24867185950279236) | > loss_disc_real_3: 0.23388439416885376 (0.23388439416885376) | > loss_disc_real_4: 0.28503286838531494 (0.28503286838531494) | > loss_disc_real_5: 0.21311098337173462 (0.21311098337173462) | > loss_0: 2.278428554534912 (2.278428554534912) | > loss_gen: 2.8857295513153076 (2.8857295513153076) | > loss_kl: 2.388033628463745 (2.388033628463745) | > loss_feat: 8.17374038696289 (8.17374038696289) | > loss_mel: 13.247442245483398 (13.247442245483398) | > loss_duration: 1.870349407196045 (1.870349407196045) | > loss_1: 28.56529426574707 (28.56529426574707)  --> STEP: 2 | > loss_disc: 2.175576686859131 (2.2270026206970215) | > loss_disc_real_0: 0.13122227787971497 (0.15059629827737808) | > loss_disc_real_1: 0.14682528376579285 (0.1482667326927185) | > loss_disc_real_2: 0.2193826287984848 (0.23402724415063858) | > loss_disc_real_3: 0.23310646414756775 (0.23349542915821075) | > loss_disc_real_4: 0.2648298740386963 (0.2749313712120056) | > loss_disc_real_5: 0.2078963816165924 (0.2105036824941635) | > loss_0: 2.175576686859131 (2.2270026206970215) | > loss_gen: 2.8558766841888428 (2.870803117752075) | > loss_kl: 2.1184463500976562 (2.2532399892807007) | > loss_feat: 8.736530303955078 (8.455135345458984) | > loss_mel: 14.185306549072266 (13.716374397277832) | > loss_duration: 1.8813817501068115 (1.8758655786514282) | > loss_1: 29.777542114257812 (29.17141819000244)  --> STEP: 3 | > loss_disc: 2.1493234634399414 (2.2011095682779946) | > loss_disc_real_0: 0.13367444276809692 (0.14495567977428436) | > loss_disc_real_1: 0.13856984674930573 (0.1450344373782476) | > loss_disc_real_2: 0.2318703681230545 (0.23330828547477722) | > loss_disc_real_3: 0.22625313699245453 (0.23108133176962534) | > loss_disc_real_4: 0.3018188178539276 (0.2838938534259796) | > loss_disc_real_5: 0.1932683289051056 (0.2047585646311442) | > loss_0: 2.1493234634399414 (2.2011095682779946) | > loss_gen: 2.9935250282287598 (2.9117104212443032) | > loss_kl: 2.12510347366333 (2.2105278174082437) | > loss_feat: 9.4761323928833 (8.795467694600424) | > loss_mel: 14.550771713256836 (13.9945068359375) | > loss_duration: 1.8580589294433594 (1.8699300289154053) | > loss_1: 31.003591537475586 (29.782142639160156)  --> STEP: 4 | > loss_disc: 2.2348177433013916 (2.209536612033844) | > loss_disc_real_0: 0.1259477585554123 (0.14020369946956635) | > loss_disc_real_1: 0.18358223140239716 (0.15467138588428497) | > loss_disc_real_2: 0.21868962049484253 (0.22965361922979355) | > loss_disc_real_3: 0.21835871040821075 (0.2279006764292717) | > loss_disc_real_4: 0.27880576252937317 (0.282621830701828) | > loss_disc_real_5: 0.2380891591310501 (0.21309121325612068) | > loss_0: 2.2348177433013916 (2.209536612033844) | > loss_gen: 2.8934342861175537 (2.907141387462616) | > loss_kl: 1.97050940990448 (2.150523215532303) | > loss_feat: 8.60878849029541 (8.74879789352417) | > loss_mel: 13.818087577819824 (13.950402021408081) | > loss_duration: 1.7917420864105225 (1.8503830432891846) | > loss_1: 29.082561492919922 (29.607247352600098) --> EVAL PERFORMANCE | > avg_loader_time: 0.33002030849456787 (-0.0012149214744567871) | > avg_loss_disc: 2.209536612033844 (-0.0823407769203186) | > avg_loss_disc_real_0: 0.14020369946956635 (+0.014802031219005585) | > avg_loss_disc_real_1: 0.15467138588428497 (-0.045836709439754486) | > avg_loss_disc_real_2: 0.22965361922979355 (+0.006821643561124802) | > avg_loss_disc_real_3: 0.2279006764292717 (-0.04625360667705536) | > avg_loss_disc_real_4: 0.282621830701828 (-0.0016229823231697083) | > avg_loss_disc_real_5: 0.21309121325612068 (-0.014397233724594116) | > avg_loss_0: 2.209536612033844 (-0.0823407769203186) | > avg_loss_gen: 2.907141387462616 (-0.007813870906829834) | > avg_loss_kl: 2.150523215532303 (+0.14588424563407898) | > avg_loss_feat: 8.74879789352417 (-0.0648794174194336) | > avg_loss_mel: 13.950402021408081 (-0.431652307510376) | > avg_loss_duration: 1.8503830432891846 (-0.0051292479038238525) | > avg_loss_1: 29.607247352600098 (-0.36359167098999023)  > EPOCH: 499/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 05:49:18)   --> TIME: 2025-05-12 05:49:30 -- STEP: 12/725 -- GLOBAL_STEP: 407650 | > loss_disc: 2.2960386276245117 (2.260174115498861) | > loss_disc_real_0: 0.14298267662525177 (0.13398572678367296) | > loss_disc_real_1: 0.20112477242946625 (0.19769237438837686) | > loss_disc_real_2: 0.2098754644393921 (0.19648805012305579) | > loss_disc_real_3: 0.2501923739910126 (0.2103148140013218) | > loss_disc_real_4: 0.2017637938261032 (0.1958511658012867) | > loss_disc_real_5: 0.19957302510738373 (0.21892235552271208) | > loss_0: 2.2960386276245117 (2.260174115498861) | > grad_norm_0: tensor(16.0607, device='cuda:0') (tensor(17.9850, device='cuda:0')) | > loss_gen: 2.562929153442383 (2.696582615375519) | > loss_kl: 1.9018752574920654 (1.788203756014506) | > loss_feat: 7.819282531738281 (8.279678026835123) | > loss_mel: 11.906874656677246 (13.034587621688843) | > loss_duration: 1.6866109371185303 (1.6608086327711742) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.877573013305664 (27.45986032485962) | > grad_norm_1: tensor(398.4890, device='cuda:0') (tensor(295.8926, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8511 (0.8533262809117635) | > loader_time: 0.0092 (0.010169704755147299)  --> TIME: 2025-05-12 05:50:14 -- STEP: 62/725 -- GLOBAL_STEP: 407700 | > loss_disc: 2.323186159133911 (2.2081459760665894) | > loss_disc_real_0: 0.13039176166057587 (0.13588893137151195) | > loss_disc_real_1: 0.222533717751503 (0.18932448255438958) | > loss_disc_real_2: 0.19516950845718384 (0.18998204027452775) | > loss_disc_real_3: 0.24697443842887878 (0.20600728858863154) | > loss_disc_real_4: 0.21403613686561584 (0.19498219317005533) | > loss_disc_real_5: 0.22863875329494476 (0.2113143402722574) | > loss_0: 2.323186159133911 (2.2081459760665894) | > grad_norm_0: tensor(39.8343, device='cuda:0') (tensor(18.6950, device='cuda:0')) | > loss_gen: 2.5686757564544678 (2.7337860099730955) | > loss_kl: 1.6172958612442017 (1.7291392760892068) | > loss_feat: 7.279575347900391 (8.270836653247958) | > loss_mel: 12.341141700744629 (12.993444596567462) | > loss_duration: 1.697160005569458 (1.6584650566501002) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.50385093688965 (27.385671492545836) | > grad_norm_1: tensor(503.8982, device='cuda:0') (tensor(278.5816, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.847 (0.8657771733499342) | > loader_time: 0.0098 (0.01027964776562106)  --> TIME: 2025-05-12 05:50:58 -- STEP: 112/725 -- GLOBAL_STEP: 407750 | > loss_disc: 2.183478355407715 (2.1999605617352906) | > loss_disc_real_0: 0.1357119381427765 (0.13568726561165287) | > loss_disc_real_1: 0.19585193693637848 (0.18939773512205907) | > loss_disc_real_2: 0.1821918785572052 (0.1884813735793744) | > loss_disc_real_3: 0.1830531805753708 (0.2053431992286018) | > loss_disc_real_4: 0.21197287738323212 (0.1940497323604567) | > loss_disc_real_5: 0.18013104796409607 (0.20966771125261272) | > loss_0: 2.183478355407715 (2.1999605617352906) | > grad_norm_0: tensor(14.6625, device='cuda:0') (tensor(19.0700, device='cuda:0')) | > loss_gen: 2.778291940689087 (2.7572099225861684) | > loss_kl: 1.5862879753112793 (1.727915678705488) | > loss_feat: 8.32701587677002 (8.36095242840903) | > loss_mel: 12.376513481140137 (13.00254556110927) | > loss_duration: 1.6601312160491943 (1.6610788319792067) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.728240966796875 (27.50970241001674) | > grad_norm_1: tensor(266.2026, device='cuda:0') (tensor(296.1326, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8343 (0.8654976529734475) | > loader_time: 0.0096 (0.010228904230254033)  --> TIME: 2025-05-12 05:51:42 -- STEP: 162/725 -- GLOBAL_STEP: 407800 | > loss_disc: 2.2174315452575684 (2.19728250194479) | > loss_disc_real_0: 0.14868350327014923 (0.1351190484416338) | > loss_disc_real_1: 0.1861235350370407 (0.18976318017568114) | > loss_disc_real_2: 0.18756899237632751 (0.18879079781932592) | > loss_disc_real_3: 0.1778508573770523 (0.20480473569513838) | > loss_disc_real_4: 0.19044923782348633 (0.1938772449890773) | > loss_disc_real_5: 0.19524827599525452 (0.20881086201579488) | > loss_0: 2.2174315452575684 (2.19728250194479) | > grad_norm_0: tensor(17.4854, device='cuda:0') (tensor(18.7083, device='cuda:0')) | > loss_gen: 2.660878896713257 (2.759642918904622) | > loss_kl: 1.782608151435852 (1.7216228776507907) | > loss_feat: 8.092920303344727 (8.35459259998651) | > loss_mel: 12.674562454223633 (12.912967558260318) | > loss_duration: 1.618843913078308 (1.661524152314221) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.82981300354004 (27.410350057813858) | > grad_norm_1: tensor(68.1657, device='cuda:0') (tensor(286.6787, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8484 (0.86361238250026) | > loader_time: 0.0097 (0.010133916949048456)  --> TIME: 2025-05-12 05:52:26 -- STEP: 212/725 -- GLOBAL_STEP: 407850 | > loss_disc: 2.299286127090454 (2.199506409325691) | > loss_disc_real_0: 0.15575270354747772 (0.13552820433001472) | > loss_disc_real_1: 0.18205206096172333 (0.1898047760972436) | > loss_disc_real_2: 0.18183395266532898 (0.18895035251131595) | > loss_disc_real_3: 0.1908143162727356 (0.20544544080237173) | > loss_disc_real_4: 0.19755388796329498 (0.1937250707931114) | > loss_disc_real_5: 0.1703374832868576 (0.20871037568123837) | > loss_0: 2.299286127090454 (2.199506409325691) | > grad_norm_0: tensor(12.0072, device='cuda:0') (tensor(19.1987, device='cuda:0')) | > loss_gen: 2.578397274017334 (2.757650501323196) | > loss_kl: 1.4729859828948975 (1.7148549978463155) | > loss_feat: 7.619244575500488 (8.324016231410903) | > loss_mel: 11.987614631652832 (12.873616803367183) | > loss_duration: 1.6872814893722534 (1.6620849466548773) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.345523834228516 (27.332223487350177) | > grad_norm_1: tensor(151.6572, device='cuda:0') (tensor(298.5444, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8609 (0.8648041205586128) | > loader_time: 0.0098 (0.010147589557575734)  --> TIME: 2025-05-12 05:53:11 -- STEP: 262/725 -- GLOBAL_STEP: 407900 | > loss_disc: 2.2115018367767334 (2.202499682666692) | > loss_disc_real_0: 0.11230678111314774 (0.13529787269484908) | > loss_disc_real_1: 0.20273570716381073 (0.18983463817880347) | > loss_disc_real_2: 0.20022618770599365 (0.18906919225936622) | > loss_disc_real_3: 0.21190229058265686 (0.2058163788027436) | > loss_disc_real_4: 0.1939655989408493 (0.1943745035251589) | > loss_disc_real_5: 0.22130511701107025 (0.20923121119956029) | > loss_0: 2.2115018367767334 (2.202499682666692) | > grad_norm_0: tensor(14.1746, device='cuda:0') (tensor(19.3354, device='cuda:0')) | > loss_gen: 3.009561777114868 (2.75370701942735) | > loss_kl: 1.707861065864563 (1.7079819495441348) | > loss_feat: 7.952071189880371 (8.282313375982612) | > loss_mel: 12.763805389404297 (12.833144945042735) | > loss_duration: 1.6613787412643433 (1.6631126786006314) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.094676971435547 (27.240259985887366) | > grad_norm_1: tensor(373.3092, device='cuda:0') (tensor(304.2196, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.9057 (0.8662059780295569) | > loader_time: 0.0114 (0.010130571045038358)  --> TIME: 2025-05-12 05:53:54 -- STEP: 312/725 -- GLOBAL_STEP: 407950 | > loss_disc: 2.231156349182129 (2.201299701745696) | > loss_disc_real_0: 0.15308012068271637 (0.13546013915672525) | > loss_disc_real_1: 0.18490488827228546 (0.1900802622907436) | > loss_disc_real_2: 0.21057648956775665 (0.18878314395745588) | > loss_disc_real_3: 0.23549266159534454 (0.20557483705954674) | > loss_disc_real_4: 0.17511168122291565 (0.19406944140791904) | > loss_disc_real_5: 0.2224290668964386 (0.2089634898763436) | > loss_0: 2.231156349182129 (2.201299701745696) | > grad_norm_0: tensor(38.2375, device='cuda:0') (tensor(20.0911, device='cuda:0')) | > loss_gen: 2.719010829925537 (2.759026616811751) | > loss_kl: 1.8700844049453735 (1.7058507456229284) | > loss_feat: 8.13182544708252 (8.289488314053946) | > loss_mel: 12.563169479370117 (12.838139986380558) | > loss_duration: 1.6699903011322021 (1.662675374211409) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.95408058166504 (27.255181092482353) | > grad_norm_1: tensor(335.4437, device='cuda:0') (tensor(313.4630, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8448 (0.8653151171329692) | > loader_time: 0.0102 (0.010118726736459978)  --> TIME: 2025-05-12 05:54:39 -- STEP: 362/725 -- GLOBAL_STEP: 408000 | > loss_disc: 2.2570958137512207 (2.1994373159513954) | > loss_disc_real_0: 0.1484440267086029 (0.1357062499537984) | > loss_disc_real_1: 0.1814572662115097 (0.1896531036463231) | > loss_disc_real_2: 0.22404396533966064 (0.1886827835802874) | > loss_disc_real_3: 0.20907928049564362 (0.20542612630688684) | > loss_disc_real_4: 0.18924221396446228 (0.1938334570899195) | > loss_disc_real_5: 0.19757474958896637 (0.20857644834406464) | > loss_0: 2.2570958137512207 (2.1994373159513954) | > grad_norm_0: tensor(12.7616, device='cuda:0') (tensor(20.3944, device='cuda:0')) | > loss_gen: 2.6849985122680664 (2.763281132634831) | > loss_kl: 1.8619263172149658 (1.708898164620057) | > loss_feat: 7.3422770500183105 (8.299052828583264) | > loss_mel: 12.021248817443848 (12.833762118829553) | > loss_duration: 1.6005818843841553 (1.6619589677831745) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.511032104492188 (27.26695323122141) | > grad_norm_1: tensor(81.1774, device='cuda:0') (tensor(320.1193, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8638 (0.8654975897699428) | > loader_time: 0.0098 (0.010128760206106622) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_408000.pth  --> TIME: 2025-05-12 05:55:24 -- STEP: 412/725 -- GLOBAL_STEP: 408050 | > loss_disc: 2.1531124114990234 (2.198167715836498) | > loss_disc_real_0: 0.11173375695943832 (0.1352182167573175) | > loss_disc_real_1: 0.20785321295261383 (0.18992625553052395) | > loss_disc_real_2: 0.20034030079841614 (0.1883276991039804) | > loss_disc_real_3: 0.21807023882865906 (0.2054802533058287) | > loss_disc_real_4: 0.1969003826379776 (0.19383784115893177) | > loss_disc_real_5: 0.19212216138839722 (0.20854439694904583) | > loss_0: 2.1531124114990234 (2.198167715836498) | > grad_norm_0: tensor(12.1203, device='cuda:0') (tensor(20.1204, device='cuda:0')) | > loss_gen: 2.8442821502685547 (2.7668331844135396) | > loss_kl: 1.7251285314559937 (1.7096182475390944) | > loss_feat: 8.66983699798584 (8.323595622210822) | > loss_mel: 13.3681058883667 (12.869278000396436) | > loss_duration: 1.6657214164733887 (1.6623132613677423) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.273075103759766 (27.331638317663696) | > grad_norm_1: tensor(319.1395, device='cuda:0') (tensor(314.1282, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8519 (0.8642465177091578) | > loader_time: 0.0098 (0.010114338791486138)  --> TIME: 2025-05-12 05:56:08 -- STEP: 462/725 -- GLOBAL_STEP: 408100 | > loss_disc: 2.226599931716919 (2.197747722332613) | > loss_disc_real_0: 0.1195211112499237 (0.13499169985388804) | > loss_disc_real_1: 0.17604731023311615 (0.1898577814816912) | > loss_disc_real_2: 0.23525941371917725 (0.18878798402878114) | > loss_disc_real_3: 0.20115698873996735 (0.20521497813525139) | > loss_disc_real_4: 0.20323097705841064 (0.19377725116618275) | > loss_disc_real_5: 0.2246597707271576 (0.2085553006111801) | > loss_0: 2.226599931716919 (2.197747722332613) | > grad_norm_0: tensor(14.9912, device='cuda:0') (tensor(20.2336, device='cuda:0')) | > loss_gen: 2.8247084617614746 (2.768669468499881) | > loss_kl: 1.688285231590271 (1.7084409256518145) | > loss_feat: 7.981692314147949 (8.331001801924279) | > loss_mel: 13.224722862243652 (12.891571350427936) | > loss_duration: 1.682342290878296 (1.6618169902207016) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.401750564575195 (27.36150054601364) | > grad_norm_1: tensor(353.3256, device='cuda:0') (tensor(317.5192, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8055 (0.8627121071794848) | > loader_time: 0.0105 (0.010118812193602202)  --> TIME: 2025-05-12 05:56:51 -- STEP: 512/725 -- GLOBAL_STEP: 408150 | > loss_disc: 1.9621423482894897 (2.197164097568022) | > loss_disc_real_0: 0.10599544644355774 (0.13483958695724163) | > loss_disc_real_1: 0.1559981107711792 (0.18988690202240827) | > loss_disc_real_2: 0.1636151373386383 (0.18854774846113287) | > loss_disc_real_3: 0.18437275290489197 (0.20500878788880073) | > loss_disc_real_4: 0.19147023558616638 (0.19396192231215542) | > loss_disc_real_5: 0.18949589133262634 (0.20838153921067712) | > loss_0: 1.9621423482894897 (2.197164097568022) | > grad_norm_0: tensor(15.5665, device='cuda:0') (tensor(20.2258, device='cuda:0')) | > loss_gen: 3.272299289703369 (2.767952734604478) | > loss_kl: 1.5672990083694458 (1.7061540405265987) | > loss_feat: 10.404766082763672 (8.323828091844925) | > loss_mel: 13.918783187866211 (12.885579621419314) | > loss_duration: 1.6184717416763306 (1.6623702133074403) | > amp_scaler: 256.0 (130.0) | > loss_1: 30.781618118286133 (27.34588469564915) | > grad_norm_1: tensor(370.2805, device='cuda:0') (tensor(320.0990, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8584 (0.8618315584026276) | > loader_time: 0.0104 (0.01012336881831289)  --> TIME: 2025-05-12 05:57:35 -- STEP: 562/725 -- GLOBAL_STEP: 408200 | > loss_disc: 2.0617244243621826 (2.195186473084516) | > loss_disc_real_0: 0.1151994839310646 (0.13461478876473662) | > loss_disc_real_1: 0.1826723963022232 (0.18968123523684155) | > loss_disc_real_2: 0.19398102164268494 (0.18820006620417287) | > loss_disc_real_3: 0.21529702842235565 (0.20500296253538652) | > loss_disc_real_4: 0.16888776421546936 (0.19378729209675064) | > loss_disc_real_5: 0.20711655914783478 (0.20851139689785728) | > loss_0: 2.0617244243621826 (2.195186473084516) | > grad_norm_0: tensor(12.3062, device='cuda:0') (tensor(20.5059, device='cuda:0')) | > loss_gen: 3.0223798751831055 (2.7717864610970664) | > loss_kl: 1.6528780460357666 (1.7076322858443884) | > loss_feat: 9.343286514282227 (8.34230584775851) | > loss_mel: 13.944463729858398 (12.905120662947146) | > loss_duration: 1.6287841796875 (1.6619928088900884) | > amp_scaler: 256.0 (141.20996441281133) | > loss_1: 29.591793060302734 (27.388838085839758) | > grad_norm_1: tensor(151.5091, device='cuda:0') (tensor(322.7688, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8844 (0.8611221818313055) | > loader_time: 0.0117 (0.01013919933834959)  --> TIME: 2025-05-12 05:58:18 -- STEP: 612/725 -- GLOBAL_STEP: 408250 | > loss_disc: 1.9932501316070557 (2.195201575950862) | > loss_disc_real_0: 0.10594045370817184 (0.1347281444403863) | > loss_disc_real_1: 0.17978090047836304 (0.1898532082734543) | > loss_disc_real_2: 0.17444585263729095 (0.1882524051843516) | > loss_disc_real_3: 0.18102923035621643 (0.20482648777611126) | > loss_disc_real_4: 0.1724487841129303 (0.1938038530205589) | > loss_disc_real_5: 0.22429968416690826 (0.20845093853236016) | > loss_0: 1.9932501316070557 (2.195201575950862) | > grad_norm_0: tensor(14.7408, device='cuda:0') (tensor(20.3262, device='cuda:0')) | > loss_gen: 2.951674699783325 (2.770854416625951) | > loss_kl: 1.5120643377304077 (1.7076413798955528) | > loss_feat: 9.628046035766602 (8.337243442441917) | > loss_mel: 14.727108001708984 (12.904205657298274) | > loss_duration: 1.5924091339111328 (1.6615643156509776) | > amp_scaler: 256.0 (150.5882352941176) | > loss_1: 30.41130256652832 (27.381509241714976) | > grad_norm_1: tensor(210.5353, device='cuda:0') (tensor(319.7518, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8284 (0.860647850956013) | > loader_time: 0.009 (0.010131495450836388)  --> TIME: 2025-05-12 05:59:02 -- STEP: 662/725 -- GLOBAL_STEP: 408300 | > loss_disc: 2.3005642890930176 (2.195651027551232) | > loss_disc_real_0: 0.16730555891990662 (0.134822760261258) | > loss_disc_real_1: 0.21549734473228455 (0.18999267599103664) | > loss_disc_real_2: 0.21289293467998505 (0.18829202005960435) | > loss_disc_real_3: 0.24322161078453064 (0.20501727480272522) | > loss_disc_real_4: 0.2561149001121521 (0.19378169227582798) | > loss_disc_real_5: 0.23929861187934875 (0.20829263914747892) | > loss_0: 2.3005642890930176 (2.195651027551232) | > grad_norm_0: tensor(10.9946, device='cuda:0') (tensor(20.4126, device='cuda:0')) | > loss_gen: 2.6805787086486816 (2.770673022169362) | > loss_kl: 1.7170279026031494 (1.708742850676764) | > loss_feat: 7.515598773956299 (8.3281316216979) | > loss_mel: 12.081307411193848 (12.901954950522805) | > loss_duration: 1.6713893413543701 (1.6619044517102197) | > amp_scaler: 256.0 (158.5498489425981) | > loss_1: 25.66590118408203 (27.371406926849456) | > grad_norm_1: tensor(282.5186, device='cuda:0') (tensor(322.8290, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8797 (0.8606067715814827) | > loader_time: 0.0101 (0.01013544210854615)  --> TIME: 2025-05-12 05:59:45 -- STEP: 712/725 -- GLOBAL_STEP: 408350 | > loss_disc: 2.312878131866455 (2.1967020876956798) | > loss_disc_real_0: 0.11789441853761673 (0.13466902892366922) | > loss_disc_real_1: 0.19067873060703278 (0.19006100778331908) | > loss_disc_real_2: 0.21761687099933624 (0.1883775887152787) | > loss_disc_real_3: 0.21091774106025696 (0.20509136145871684) | > loss_disc_real_4: 0.20676811039447784 (0.19404599677478318) | > loss_disc_real_5: 0.20280659198760986 (0.20845907227544294) | > loss_0: 2.312878131866455 (2.1967020876956798) | > grad_norm_0: tensor(17.1475, device='cuda:0') (tensor(20.3338, device='cuda:0')) | > loss_gen: 2.5006942749023438 (2.7692651721868624) | > loss_kl: 1.5947152376174927 (1.7069652586170794) | > loss_feat: 7.018672466278076 (8.323268236738933) | > loss_mel: 10.967312812805176 (12.897532421551398) | > loss_duration: 1.6468713283538818 (1.661579370666086) | > amp_scaler: 256.0 (165.39325842696613) | > loss_1: 23.7282657623291 (27.358610485376936) | > grad_norm_1: tensor(160.7206, device='cuda:0') (tensor(321.4356, device='cuda:0')) | > current_lr_0: 0.00018790536675734917 | > current_lr_1: 0.00018790536675734917 | > step_time: 0.8296 (0.8601367503739474) | > loader_time: 0.011 (0.01012517361158736)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.349517583847046 (2.349517583847046) | > loss_disc_real_0: 0.2129073590040207 (0.2129073590040207) | > loss_disc_real_1: 0.17159603536128998 (0.17159603536128998) | > loss_disc_real_2: 0.18673866987228394 (0.18673866987228394) | > loss_disc_real_3: 0.26723116636276245 (0.26723116636276245) | > loss_disc_real_4: 0.2521010935306549 (0.2521010935306549) | > loss_disc_real_5: 0.2626704275608063 (0.2626704275608063) | > loss_0: 2.349517583847046 (2.349517583847046) | > loss_gen: 3.0004239082336426 (3.0004239082336426) | > loss_kl: 2.2686052322387695 (2.2686052322387695) | > loss_feat: 8.735724449157715 (8.735724449157715) | > loss_mel: 14.127655982971191 (14.127655982971191) | > loss_duration: 1.7359498739242554 (1.7359498739242554) | > loss_1: 29.868358612060547 (29.868358612060547)  --> STEP: 1 | > loss_disc: 2.303473949432373 (2.303473949432373) | > loss_disc_real_0: 0.2195500284433365 (0.2195500284433365) | > loss_disc_real_1: 0.1701427549123764 (0.1701427549123764) | > loss_disc_real_2: 0.21249470114707947 (0.21249470114707947) | > loss_disc_real_3: 0.26177239418029785 (0.26177239418029785) | > loss_disc_real_4: 0.24874277412891388 (0.24874277412891388) | > loss_disc_real_5: 0.2807571291923523 (0.2807571291923523) | > loss_0: 2.303473949432373 (2.303473949432373) | > loss_gen: 3.1177210807800293 (3.1177210807800293) | > loss_kl: 2.115046977996826 (2.115046977996826) | > loss_feat: 8.552002906799316 (8.552002906799316) | > loss_mel: 14.570389747619629 (14.570389747619629) | > loss_duration: 1.874955415725708 (1.874955415725708) | > loss_1: 30.23011589050293 (30.23011589050293)  --> STEP: 2 | > loss_disc: 2.2329559326171875 (2.2682149410247803) | > loss_disc_real_0: 0.21576310694217682 (0.21765656769275665) | > loss_disc_real_1: 0.16312719881534576 (0.16663497686386108) | > loss_disc_real_2: 0.19278769195079803 (0.20264119654893875) | > loss_disc_real_3: 0.24538108706474304 (0.25357674062252045) | > loss_disc_real_4: 0.24512211978435516 (0.24693244695663452) | > loss_disc_real_5: 0.23664669692516327 (0.2587019130587578) | > loss_0: 2.2329559326171875 (2.2682149410247803) | > loss_gen: 3.144235610961914 (3.1309783458709717) | > loss_kl: 2.135103225708008 (2.125075101852417) | > loss_feat: 9.643990516662598 (9.097996711730957) | > loss_mel: 15.437920570373535 (15.004155158996582) | > loss_duration: 1.8854966163635254 (1.8802260160446167) | > loss_1: 32.24674606323242 (31.238430976867676)  --> STEP: 3 | > loss_disc: 2.3967125415802 (2.3110474745432534) | > loss_disc_real_0: 0.21181122958660126 (0.21570812165737152) | > loss_disc_real_1: 0.1656523197889328 (0.16630742450555167) | > loss_disc_real_2: 0.213374063372612 (0.2062188188234965) | > loss_disc_real_3: 0.2657424509525299 (0.25763197739919025) | > loss_disc_real_4: 0.26886874437332153 (0.2542445460955302) | > loss_disc_real_5: 0.2753120958805084 (0.264238640666008) | > loss_0: 2.3967125415802 (2.3110474745432534) | > loss_gen: 2.9102256298065186 (3.057394107182821) | > loss_kl: 2.1045830249786377 (2.1182444095611572) | > loss_feat: 7.8109588623046875 (8.668984095255533) | > loss_mel: 13.281457901000977 (14.429922739664713) | > loss_duration: 1.8288230895996094 (1.8630917072296143) | > loss_1: 27.936046600341797 (30.137636184692383)  --> STEP: 4 | > loss_disc: 2.3203623294830322 (2.3133761882781982) | > loss_disc_real_0: 0.20284658670425415 (0.21249273791909218) | > loss_disc_real_1: 0.1845732033252716 (0.17087386921048164) | > loss_disc_real_2: 0.19968092441558838 (0.20458434522151947) | > loss_disc_real_3: 0.23184533417224884 (0.2511853165924549) | > loss_disc_real_4: 0.2007964551448822 (0.2408825233578682) | > loss_disc_real_5: 0.26676931977272034 (0.2648713104426861) | > loss_0: 2.3203623294830322 (2.3133761882781982) | > loss_gen: 2.875572443008423 (3.011938691139221) | > loss_kl: 1.682215690612793 (2.009237229824066) | > loss_feat: 7.547913551330566 (8.388716459274292) | > loss_mel: 12.970314025878906 (14.065020561218262) | > loss_duration: 1.7850114107131958 (1.8435716331005096) | > loss_1: 26.861026763916016 (29.31848382949829) --> EVAL PERFORMANCE | > avg_loader_time: 0.3266192674636841 (-0.003401041030883789) | > avg_loss_disc: 2.3133761882781982 (+0.10383957624435425) | > avg_loss_disc_real_0: 0.21249273791909218 (+0.07228903844952583) | > avg_loss_disc_real_1: 0.17087386921048164 (+0.01620248332619667) | > avg_loss_disc_real_2: 0.20458434522151947 (-0.02506927400827408) | > avg_loss_disc_real_3: 0.2511853165924549 (+0.023284640163183212) | > avg_loss_disc_real_4: 0.2408825233578682 (-0.04173930734395981) | > avg_loss_disc_real_5: 0.2648713104426861 (+0.0517800971865654) | > avg_loss_0: 2.3133761882781982 (+0.10383957624435425) | > avg_loss_gen: 3.011938691139221 (+0.10479730367660522) | > avg_loss_kl: 2.009237229824066 (-0.1412859857082367) | > avg_loss_feat: 8.388716459274292 (-0.36008143424987793) | > avg_loss_mel: 14.065020561218262 (+0.11461853981018066) | > avg_loss_duration: 1.8435716331005096 (-0.006811410188674927) | > avg_loss_1: 29.31848382949829 (-0.28876352310180664)  > EPOCH: 500/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 06:00:03)   --> TIME: 2025-05-12 06:00:37 -- STEP: 37/725 -- GLOBAL_STEP: 408400 | > loss_disc: 2.1462206840515137 (2.1952494995014087) | > loss_disc_real_0: 0.10294404625892639 (0.1330032521808469) | > loss_disc_real_1: 0.18288873136043549 (0.19044885361516797) | > loss_disc_real_2: 0.16176456212997437 (0.18873992240106738) | > loss_disc_real_3: 0.18701937794685364 (0.20232751039234367) | > loss_disc_real_4: 0.17423389852046967 (0.19452548228405617) | > loss_disc_real_5: 0.1808951497077942 (0.20590423329456434) | > loss_0: 2.1462206840515137 (2.1952494995014087) | > grad_norm_0: tensor(14.3245, device='cuda:0') (tensor(21.2505, device='cuda:0')) | > loss_gen: 3.017728328704834 (2.7618704615412533) | > loss_kl: 1.5965831279754639 (1.7083418498168121) | > loss_feat: 9.953953742980957 (8.25112993652756) | > loss_mel: 13.200730323791504 (12.859940271119813) | > loss_duration: 1.6532654762268066 (1.6580445444261707) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.422260284423828 (27.239326889450485) | > grad_norm_1: tensor(519.7717, device='cuda:0') (tensor(360.7799, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.847 (0.8487255959897428) | > loader_time: 0.01 (0.010465293317227748)  --> TIME: 2025-05-12 06:01:20 -- STEP: 87/725 -- GLOBAL_STEP: 408450 | > loss_disc: 2.1420130729675293 (2.191025912076577) | > loss_disc_real_0: 0.14520418643951416 (0.13448400949609693) | > loss_disc_real_1: 0.19408659636974335 (0.19059187636293215) | > loss_disc_real_2: 0.18938495218753815 (0.18836215669396275) | > loss_disc_real_3: 0.2215220183134079 (0.2046588525689882) | > loss_disc_real_4: 0.19431166350841522 (0.19308100281090573) | > loss_disc_real_5: 0.22973370552062988 (0.20448589564739972) | > loss_0: 2.1420130729675293 (2.191025912076577) | > grad_norm_0: tensor(22.7310, device='cuda:0') (tensor(23.3450, device='cuda:0')) | > loss_gen: 3.0474977493286133 (2.7802959529832867) | > loss_kl: 1.6214065551757812 (1.7030551940545269) | > loss_feat: 8.358498573303223 (8.26274231658585) | > loss_mel: 13.731876373291016 (12.83465672635484) | > loss_duration: 1.6349172592163086 (1.6598292657698708) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.394195556640625 (27.240579363943517) | > grad_norm_1: tensor(469.5861, device='cuda:0') (tensor(386.4079, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8214 (0.8462395805051957) | > loader_time: 0.0101 (0.010477485327885063)  --> TIME: 2025-05-12 06:02:03 -- STEP: 137/725 -- GLOBAL_STEP: 408500 | > loss_disc: 2.0218605995178223 (2.193892882688203) | > loss_disc_real_0: 0.09575160592794418 (0.13469306412186935) | > loss_disc_real_1: 0.16924765706062317 (0.1916673421642206) | > loss_disc_real_2: 0.14994746446609497 (0.18787671103529685) | > loss_disc_real_3: 0.21316756308078766 (0.20530926147951697) | > loss_disc_real_4: 0.1947871446609497 (0.193480944220167) | > loss_disc_real_5: 0.1836102157831192 (0.20457684003958737) | > loss_0: 2.0218605995178223 (2.193892882688203) | > grad_norm_0: tensor(16.5996, device='cuda:0') (tensor(24.5282, device='cuda:0')) | > loss_gen: 3.2456634044647217 (2.787289875267196) | > loss_kl: 1.5884201526641846 (1.6971528991295473) | > loss_feat: 10.000476837158203 (8.271856506375507) | > loss_mel: 14.053504943847656 (12.815630550802188) | > loss_duration: 1.6450927257537842 (1.6611439851078673) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.533157348632812 (27.233073784487093) | > grad_norm_1: tensor(398.5471, device='cuda:0') (tensor(391.5651, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8153 (0.8466704030976678) | > loader_time: 0.009 (0.010512275417355723)  --> TIME: 2025-05-12 06:02:46 -- STEP: 187/725 -- GLOBAL_STEP: 408550 | > loss_disc: 2.1550028324127197 (2.198131813722497) | > loss_disc_real_0: 0.13957680761814117 (0.13504917282152934) | > loss_disc_real_1: 0.1825254112482071 (0.19191820090786021) | > loss_disc_real_2: 0.191942498087883 (0.1880031487042891) | > loss_disc_real_3: 0.20013663172721863 (0.20546668759960543) | > loss_disc_real_4: 0.21275603771209717 (0.19433660526326632) | > loss_disc_real_5: 0.22569584846496582 (0.20533111747254662) | > loss_0: 2.1550028324127197 (2.198131813722497) | > grad_norm_0: tensor(9.8319, device='cuda:0') (tensor(23.8203, device='cuda:0')) | > loss_gen: 2.9051740169525146 (2.779217986499561) | > loss_kl: 1.5280054807662964 (1.694584846496582) | > loss_feat: 9.005867004394531 (8.262715255512916) | > loss_mel: 13.629227638244629 (12.82391818959445) | > loss_duration: 1.6706622838974 (1.6625582018000558) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.738937377929688 (27.22299448309098) | > grad_norm_1: tensor(128.5560, device='cuda:0') (tensor(378.0347, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8512 (0.8455419820897719) | > loader_time: 0.0114 (0.010508589566072684)  --> TIME: 2025-05-12 06:03:30 -- STEP: 237/725 -- GLOBAL_STEP: 408600 | > loss_disc: 2.148448944091797 (2.195776505812308) | > loss_disc_real_0: 0.11995100975036621 (0.13517124447892973) | > loss_disc_real_1: 0.1768646240234375 (0.19111407689655882) | > loss_disc_real_2: 0.20353752374649048 (0.18786687482509934) | > loss_disc_real_3: 0.1815194934606552 (0.20508689273007308) | > loss_disc_real_4: 0.2088184952735901 (0.19385923992229415) | > loss_disc_real_5: 0.19937938451766968 (0.20599739737651518) | > loss_0: 2.148448944091797 (2.195776505812308) | > grad_norm_0: tensor(9.0211, device='cuda:0') (tensor(23.0229, device='cuda:0')) | > loss_gen: 2.890043258666992 (2.7788358690366457) | > loss_kl: 1.87345290184021 (1.7039036252830602) | > loss_feat: 8.76525592803955 (8.305063233596865) | > loss_mel: 13.358474731445312 (12.867176385871467) | > loss_duration: 1.6340882778167725 (1.6623311530688645) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.521316528320312 (27.317310244725224) | > grad_norm_1: tensor(243.8495, device='cuda:0') (tensor(374.7223, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8271 (0.8486396210103095) | > loader_time: 0.0095 (0.010563755840188847)  --> TIME: 2025-05-12 06:04:12 -- STEP: 287/725 -- GLOBAL_STEP: 408650 | > loss_disc: 2.2338690757751465 (2.195298193223799) | > loss_disc_real_0: 0.1446504294872284 (0.13533356391179008) | > loss_disc_real_1: 0.18875402212142944 (0.1908523353134714) | > loss_disc_real_2: 0.18883441388607025 (0.18785869722166965) | > loss_disc_real_3: 0.21766690909862518 (0.20519290599673468) | > loss_disc_real_4: 0.19091835618019104 (0.19335652545146412) | > loss_disc_real_5: 0.18239456415176392 (0.20648883511588134) | > loss_0: 2.2338690757751465 (2.195298193223799) | > grad_norm_0: tensor(23.3356, device='cuda:0') (tensor(23.0285, device='cuda:0')) | > loss_gen: 2.762836456298828 (2.7785017872521265) | > loss_kl: 1.7204968929290771 (1.706662005663749) | > loss_feat: 8.016124725341797 (8.313077268700145) | > loss_mel: 13.346205711364746 (12.871054027969413) | > loss_duration: 1.677181601524353 (1.6617066311919317) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.522846221923828 (27.33100164061224) | > grad_norm_1: tensor(461.4404, device='cuda:0') (tensor(372.2450, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8062 (0.8470204474618626) | > loader_time: 0.0104 (0.010570732974009234)  --> TIME: 2025-05-12 06:04:55 -- STEP: 337/725 -- GLOBAL_STEP: 408700 | > loss_disc: 2.1028265953063965 (2.1963032017122024) | > loss_disc_real_0: 0.16722357273101807 (0.13511680292092723) | > loss_disc_real_1: 0.17622780799865723 (0.19086557626724251) | > loss_disc_real_2: 0.1830226629972458 (0.188054126872507) | > loss_disc_real_3: 0.22466762363910675 (0.20520311306598288) | > loss_disc_real_4: 0.20464196801185608 (0.19374687602682716) | > loss_disc_real_5: 0.20293471217155457 (0.20651184544188325) | > loss_0: 2.1028265953063965 (2.1963032017122024) | > grad_norm_0: tensor(44.6898, device='cuda:0') (tensor(23.1836, device='cuda:0')) | > loss_gen: 2.8872323036193848 (2.7794946867209847) | > loss_kl: 1.712557315826416 (1.706506441891724) | > loss_feat: 9.284747123718262 (8.311340961682683) | > loss_mel: 14.45835018157959 (12.871408431395576) | > loss_duration: 1.640791654586792 (1.6611882954039991) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.98367691040039 (27.329938701776793) | > grad_norm_1: tensor(219.2793, device='cuda:0') (tensor(374.5749, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.864 (0.8469168467762208) | > loader_time: 0.0102 (0.010645979589807526)  --> TIME: 2025-05-12 06:05:39 -- STEP: 387/725 -- GLOBAL_STEP: 408750 | > loss_disc: 2.17523193359375 (2.197749485649187) | > loss_disc_real_0: 0.12135212123394012 (0.13559983345350246) | > loss_disc_real_1: 0.19527556002140045 (0.19080530284141084) | > loss_disc_real_2: 0.21369923651218414 (0.1881592343404928) | > loss_disc_real_3: 0.20938444137573242 (0.2053271832777241) | > loss_disc_real_4: 0.18823915719985962 (0.19370897172033333) | > loss_disc_real_5: 0.1848554164171219 (0.20683532310240638) | > loss_0: 2.17523193359375 (2.197749485649187) | > grad_norm_0: tensor(7.6772, device='cuda:0') (tensor(22.6366, device='cuda:0')) | > loss_gen: 2.711024284362793 (2.7748756285477647) | > loss_kl: 1.76719331741333 (1.7114048416916405) | > loss_feat: 7.838890552520752 (8.292572160715888) | > loss_mel: 12.931711196899414 (12.849213176303437) | > loss_duration: 1.7366399765014648 (1.6613898646923928) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.985462188720703 (27.289455581389042) | > grad_norm_1: tensor(143.4797, device='cuda:0') (tensor(364.9614, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8592 (0.8469958496340178) | > loader_time: 0.01 (0.010704346713477635)  --> TIME: 2025-05-12 06:06:21 -- STEP: 437/725 -- GLOBAL_STEP: 408800 | > loss_disc: 2.3197569847106934 (2.196945537964321) | > loss_disc_real_0: 0.15605975687503815 (0.13569083383618005) | > loss_disc_real_1: 0.17243432998657227 (0.19072246179837118) | > loss_disc_real_2: 0.195208340883255 (0.18810283172730727) | > loss_disc_real_3: 0.2411571443080902 (0.20502314199981217) | > loss_disc_real_4: 0.19508373737335205 (0.19350720846543876) | > loss_disc_real_5: 0.22148746252059937 (0.20701993125527068) | > loss_0: 2.3197569847106934 (2.196945537964321) | > grad_norm_0: tensor(20.3833, device='cuda:0') (tensor(22.4830, device='cuda:0')) | > loss_gen: 2.641580581665039 (2.7772978230526553) | > loss_kl: 1.77482008934021 (1.7066560866358078) | > loss_feat: 7.05145263671875 (8.309772825350194) | > loss_mel: 11.50339126586914 (12.88107189161008) | > loss_duration: 1.6426410675048828 (1.6612326048604416) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.6138858795166 (27.336031147762622) | > grad_norm_1: tensor(187.2218, device='cuda:0') (tensor(362.2220, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8762 (0.8463637523301951) | > loader_time: 0.0096 (0.010710340888331085)  --> TIME: 2025-05-12 06:07:04 -- STEP: 487/725 -- GLOBAL_STEP: 408850 | > loss_disc: 2.2305209636688232 (2.198663057487848) | > loss_disc_real_0: 0.15735524892807007 (0.13617081839201148) | > loss_disc_real_1: 0.14895522594451904 (0.19078833488957844) | > loss_disc_real_2: 0.182374507188797 (0.1881044255206228) | > loss_disc_real_3: 0.2007935345172882 (0.205268104371349) | > loss_disc_real_4: 0.18632110953330994 (0.19369576039133138) | > loss_disc_real_5: 0.23000648617744446 (0.20703616086584825) | > loss_0: 2.2305209636688232 (2.198663057487848) | > grad_norm_0: tensor(22.4481, device='cuda:0') (tensor(22.7366, device='cuda:0')) | > loss_gen: 2.779045581817627 (2.775493833318626) | > loss_kl: 1.5932767391204834 (1.7061256995191318) | > loss_feat: 8.522529602050781 (8.3075966776274) | > loss_mel: 12.49393081665039 (12.877593761107269) | > loss_duration: 1.6421031951904297 (1.661717844939575) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.030885696411133 (27.328527709052302) | > grad_norm_1: tensor(288.5214, device='cuda:0') (tensor(364.2968, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8108 (0.8460145481313278) | > loader_time: 0.0099 (0.010713853385658969)  --> TIME: 2025-05-12 06:07:47 -- STEP: 537/725 -- GLOBAL_STEP: 408900 | > loss_disc: 2.2852516174316406 (2.199447446251271) | > loss_disc_real_0: 0.14765030145645142 (0.13584507875546847) | > loss_disc_real_1: 0.16874250769615173 (0.190935134415964) | > loss_disc_real_2: 0.2038901448249817 (0.1883773053935565) | > loss_disc_real_3: 0.211663156747818 (0.2052686308515805) | > loss_disc_real_4: 0.238316610455513 (0.19386860753237872) | > loss_disc_real_5: 0.193938210606575 (0.20712027217311782) | > loss_0: 2.2852516174316406 (2.199447446251271) | > grad_norm_0: tensor(18.9408, device='cuda:0') (tensor(22.5756, device='cuda:0')) | > loss_gen: 2.6234617233276367 (2.7728114758567863) | > loss_kl: 1.8447909355163574 (1.707390364099925) | > loss_feat: 7.353918552398682 (8.29840125984319) | > loss_mel: 11.954712867736816 (12.872452217329368) | > loss_duration: 1.6681766510009766 (1.6622446258196841) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.4450626373291 (27.313299836171183) | > grad_norm_1: tensor(178.3280, device='cuda:0') (tensor(362.7288, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.847 (0.8458412497181245) | > loader_time: 0.0096 (0.010703694665010192)  --> TIME: 2025-05-12 06:08:30 -- STEP: 587/725 -- GLOBAL_STEP: 408950 | > loss_disc: 2.294440984725952 (2.200344545877772) | > loss_disc_real_0: 0.1780388504266739 (0.13584597451926497) | > loss_disc_real_1: 0.19016805291175842 (0.19100802299111228) | > loss_disc_real_2: 0.19431020319461823 (0.18858817988908275) | > loss_disc_real_3: 0.22168347239494324 (0.2052083745776491) | > loss_disc_real_4: 0.20393428206443787 (0.1938498304994996) | > loss_disc_real_5: 0.19816240668296814 (0.20724901579815436) | > loss_0: 2.294440984725952 (2.200344545877772) | > grad_norm_0: tensor(23.0231, device='cuda:0') (tensor(22.5475, device='cuda:0')) | > loss_gen: 2.6868271827697754 (2.770734043706213) | > loss_kl: 1.6689428091049194 (1.7066735295258337) | > loss_feat: 7.9147491455078125 (8.282927970463817) | > loss_mel: 12.402527809143066 (12.863552277092229) | > loss_duration: 1.646182894706726 (1.6619593075633663) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.319229125976562 (27.285847009142174) | > grad_norm_1: tensor(61.8372, device='cuda:0') (tensor(361.1661, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8575 (0.8458144863785025) | > loader_time: 0.0136 (0.01074644735359049)  --> TIME: 2025-05-12 06:09:14 -- STEP: 637/725 -- GLOBAL_STEP: 409000 | > loss_disc: 2.1346328258514404 (2.20118524590317) | > loss_disc_real_0: 0.12528516352176666 (0.1358597303391252) | > loss_disc_real_1: 0.20244503021240234 (0.191117991270787) | > loss_disc_real_2: 0.19641771912574768 (0.18866592938054116) | > loss_disc_real_3: 0.21094077825546265 (0.20543117678521014) | > loss_disc_real_4: 0.19955730438232422 (0.19408310776696294) | > loss_disc_real_5: 0.18103663623332977 (0.20724336842727062) | > loss_0: 2.1346328258514404 (2.20118524590317) | > grad_norm_0: tensor(30.8600, device='cuda:0') (tensor(22.4598, device='cuda:0')) | > loss_gen: 2.8182260990142822 (2.7691686845836294) | > loss_kl: 1.7600172758102417 (1.7059596211794212) | > loss_feat: 9.555392265319824 (8.271465065715073) | > loss_mel: 13.3990478515625 (12.848221665087456) | > loss_duration: 1.636539340019226 (1.6617170089455198) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.16922378540039 (27.25653192948322) | > grad_norm_1: tensor(524.3676, device='cuda:0') (tensor(359.5865, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8344 (0.8460456434186998) | > loader_time: 0.0098 (0.010775967332968716) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_409000.pth  --> TIME: 2025-05-12 06:09:59 -- STEP: 687/725 -- GLOBAL_STEP: 409050 | > loss_disc: 2.121081829071045 (2.2008418856402834) | > loss_disc_real_0: 0.11340012401342392 (0.13558184751343352) | > loss_disc_real_1: 0.18170437216758728 (0.19104292982270107) | > loss_disc_real_2: 0.19411766529083252 (0.18875536851834357) | > loss_disc_real_3: 0.18017953634262085 (0.20523101891752943) | > loss_disc_real_4: 0.19522331655025482 (0.19408472084062067) | > loss_disc_real_5: 0.1616625040769577 (0.2073532356358685) | > loss_0: 2.121081829071045 (2.2008418856402834) | > grad_norm_0: tensor(12.1698, device='cuda:0') (tensor(22.6420, device='cuda:0')) | > loss_gen: 2.9061920642852783 (2.770010846497534) | > loss_kl: 1.7270442247390747 (1.7066848878430134) | > loss_feat: 9.691597938537598 (8.271613726275794) | > loss_mel: 13.916455268859863 (12.853769631364987) | > loss_duration: 1.668180227279663 (1.6618650363869376) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.90947151184082 (27.263944040045814) | > grad_norm_1: tensor(433.3307, device='cuda:0') (tensor(361.8808, device='cuda:0')) | > current_lr_0: 0.00018788187858650448 | > current_lr_1: 0.00018788187858650448 | > step_time: 0.8404 (0.8456665459678683) | > loader_time: 0.0103 (0.010778863357144147)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.237602472305298 (2.237602472305298) | > loss_disc_real_0: 0.20582012832164764 (0.20582012832164764) | > loss_disc_real_1: 0.20502035319805145 (0.20502035319805145) | > loss_disc_real_2: 0.1931544542312622 (0.1931544542312622) | > loss_disc_real_3: 0.2519465684890747 (0.2519465684890747) | > loss_disc_real_4: 0.25050199031829834 (0.25050199031829834) | > loss_disc_real_5: 0.22093230485916138 (0.22093230485916138) | > loss_0: 2.237602472305298 (2.237602472305298) | > loss_gen: 3.202361822128296 (3.202361822128296) | > loss_kl: 2.1404521465301514 (2.1404521465301514) | > loss_feat: 8.822541236877441 (8.822541236877441) | > loss_mel: 14.368410110473633 (14.368410110473633) | > loss_duration: 1.758657693862915 (1.758657693862915) | > loss_1: 30.292423248291016 (30.292423248291016)  --> STEP: 1 | > loss_disc: 2.313718795776367 (2.313718795776367) | > loss_disc_real_0: 0.20859147608280182 (0.20859147608280182) | > loss_disc_real_1: 0.21478720009326935 (0.21478720009326935) | > loss_disc_real_2: 0.21799451112747192 (0.21799451112747192) | > loss_disc_real_3: 0.24397100508213043 (0.24397100508213043) | > loss_disc_real_4: 0.2472403347492218 (0.2472403347492218) | > loss_disc_real_5: 0.20748911798000336 (0.20748911798000336) | > loss_0: 2.313718795776367 (2.313718795776367) | > loss_gen: 2.9017131328582764 (2.9017131328582764) | > loss_kl: 2.214594841003418 (2.214594841003418) | > loss_feat: 7.2834601402282715 (7.2834601402282715) | > loss_mel: 12.446533203125 (12.446533203125) | > loss_duration: 1.8549137115478516 (1.8549137115478516) | > loss_1: 26.701213836669922 (26.701213836669922)  --> STEP: 2 | > loss_disc: 2.4551398754119873 (2.3844293355941772) | > loss_disc_real_0: 0.2348766177892685 (0.22173404693603516) | > loss_disc_real_1: 0.23035375773906708 (0.2225704789161682) | > loss_disc_real_2: 0.2064705193042755 (0.21223251521587372) | > loss_disc_real_3: 0.26685768365859985 (0.25541434437036514) | > loss_disc_real_4: 0.25234827399253845 (0.24979430437088013) | > loss_disc_real_5: 0.2106166034936905 (0.20905286073684692) | > loss_0: 2.4551398754119873 (2.3844293355941772) | > loss_gen: 2.6853511333465576 (2.793532133102417) | > loss_kl: 1.8807340860366821 (2.04766446352005) | > loss_feat: 6.0495476722717285 (6.66650390625) | > loss_mel: 11.081108093261719 (11.76382064819336) | > loss_duration: 1.872847318649292 (1.8638805150985718) | > loss_1: 23.56958770751953 (25.135400772094727)  --> STEP: 3 | > loss_disc: 2.268256902694702 (2.345705191294352) | > loss_disc_real_0: 0.21314528584480286 (0.21887112657229105) | > loss_disc_real_1: 0.20415616035461426 (0.21643237272898355) | > loss_disc_real_2: 0.2098119705915451 (0.2114256670077642) | > loss_disc_real_3: 0.25366857647895813 (0.2548324217398961) | > loss_disc_real_4: 0.25036540627479553 (0.24998467167218527) | > loss_disc_real_5: 0.21748748421669006 (0.21186440189679465) | > loss_0: 2.268256902694702 (2.345705191294352) | > loss_gen: 3.1297197341918945 (2.9055946667989097) | > loss_kl: 1.9783015251159668 (2.0245434840520224) | > loss_feat: 8.489924430847168 (7.27431074778239) | > loss_mel: 14.011454582214355 (12.513031959533691) | > loss_duration: 1.8462603092193604 (1.8580071131388347) | > loss_1: 29.455657958984375 (26.57548650105794)  --> STEP: 4 | > loss_disc: 2.3179073333740234 (2.33875572681427) | > loss_disc_real_0: 0.2182847559452057 (0.21872453391551971) | > loss_disc_real_1: 0.20733346045017242 (0.21415764465928078) | > loss_disc_real_2: 0.184925377368927 (0.20480059459805489) | > loss_disc_real_3: 0.24410925805568695 (0.25215163081884384) | > loss_disc_real_4: 0.2523570656776428 (0.25057777017354965) | > loss_disc_real_5: 0.25286781787872314 (0.22211525589227676) | > loss_0: 2.3179073333740234 (2.33875572681427) | > loss_gen: 3.0256612300872803 (2.935611307621002) | > loss_kl: 1.9219250679016113 (1.9988888800144196) | > loss_feat: 8.81667423248291 (7.6599016189575195) | > loss_mel: 13.985377311706543 (12.881118297576904) | > loss_duration: 1.7798435688018799 (1.838466227054596) | > loss_1: 29.529481887817383 (27.313985347747803) --> EVAL PERFORMANCE | > avg_loader_time: 0.3260059356689453 (-0.0006133317947387695) | > avg_loss_disc: 2.33875572681427 (+0.025379538536071777) | > avg_loss_disc_real_0: 0.21872453391551971 (+0.006231795996427536) | > avg_loss_disc_real_1: 0.21415764465928078 (+0.04328377544879913) | > avg_loss_disc_real_2: 0.20480059459805489 (+0.00021624937653541565) | > avg_loss_disc_real_3: 0.25215163081884384 (+0.0009663142263889313) | > avg_loss_disc_real_4: 0.25057777017354965 (+0.009695246815681458) | > avg_loss_disc_real_5: 0.22211525589227676 (-0.04275605455040932) | > avg_loss_0: 2.33875572681427 (+0.025379538536071777) | > avg_loss_gen: 2.935611307621002 (-0.076327383518219) | > avg_loss_kl: 1.9988888800144196 (-0.010348349809646606) | > avg_loss_feat: 7.6599016189575195 (-0.7288148403167725) | > avg_loss_mel: 12.881118297576904 (-1.1839022636413574) | > avg_loss_duration: 1.838466227054596 (-0.005105406045913696) | > avg_loss_1: 27.313985347747803 (-2.0044984817504883)  > EPOCH: 501/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 06:10:40)   --> TIME: 2025-05-12 06:10:53 -- STEP: 12/725 -- GLOBAL_STEP: 409100 | > loss_disc: 2.2120747566223145 (2.194198469320933) | > loss_disc_real_0: 0.12946940958499908 (0.12631824550529322) | > loss_disc_real_1: 0.21548621356487274 (0.18997307742635408) | > loss_disc_real_2: 0.2058567851781845 (0.18803167839845022) | > loss_disc_real_3: 0.20994573831558228 (0.21337433656056723) | > loss_disc_real_4: 0.2030397355556488 (0.19634067515532175) | > loss_disc_real_5: 0.2320944219827652 (0.20923734828829765) | > loss_0: 2.2120747566223145 (2.194198469320933) | > grad_norm_0: tensor(27.1432, device='cuda:0') (tensor(18.3367, device='cuda:0')) | > loss_gen: 2.9153902530670166 (2.780680159727732) | > loss_kl: 1.7364143133163452 (1.714622954527537) | > loss_feat: 8.82983112335205 (8.209198753039042) | > loss_mel: 13.914856910705566 (13.180380503336588) | > loss_duration: 1.6895548105239868 (1.663986086845398) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.08604621887207 (27.54886833826701) | > grad_norm_1: tensor(210.6806, device='cuda:0') (tensor(356.6063, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8577 (0.8488065600395203) | > loader_time: 0.0094 (0.01037846008936564)  --> TIME: 2025-05-12 06:11:37 -- STEP: 62/725 -- GLOBAL_STEP: 409150 | > loss_disc: 2.270186424255371 (2.2239022677944553) | > loss_disc_real_0: 0.17024488747119904 (0.14001758528813232) | > loss_disc_real_1: 0.1886138916015625 (0.19068369750053651) | > loss_disc_real_2: 0.1986628770828247 (0.18856700197342904) | > loss_disc_real_3: 0.20653408765792847 (0.20848544807203354) | > loss_disc_real_4: 0.1967540681362152 (0.19651971396899992) | > loss_disc_real_5: 0.21821552515029907 (0.21076777745639125) | > loss_0: 2.270186424255371 (2.2239022677944553) | > grad_norm_0: tensor(14.6928, device='cuda:0') (tensor(18.6362, device='cuda:0')) | > loss_gen: 2.5639398097991943 (2.7238456587637625) | > loss_kl: 1.5707851648330688 (1.7160465544269932) | > loss_feat: 7.527412414550781 (8.043983613291088) | > loss_mel: 12.557387351989746 (12.678253312264719) | > loss_duration: 1.697319507598877 (1.658459194244877) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.916845321655273 (26.82058841951432) | > grad_norm_1: tensor(302.3750, device='cuda:0') (tensor(299.9145, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8661 (0.8646130715647051) | > loader_time: 0.0107 (0.01022009695729902)  --> TIME: 2025-05-12 06:12:21 -- STEP: 112/725 -- GLOBAL_STEP: 409200 | > loss_disc: 2.147993564605713 (2.2038851284555014) | > loss_disc_real_0: 0.14390136301517487 (0.13660795141809748) | > loss_disc_real_1: 0.19008880853652954 (0.18987600465438195) | > loss_disc_real_2: 0.20537681877613068 (0.18789213044302805) | > loss_disc_real_3: 0.21089568734169006 (0.2054482369816729) | > loss_disc_real_4: 0.1966843158006668 (0.19547874879624164) | > loss_disc_real_5: 0.20004023611545563 (0.20916480850428343) | > loss_0: 2.147993564605713 (2.2038851284555014) | > grad_norm_0: tensor(27.1240, device='cuda:0') (tensor(19.1667, device='cuda:0')) | > loss_gen: 2.6649298667907715 (2.755177276475089) | > loss_kl: 1.6436829566955566 (1.7149612797158105) | > loss_feat: 8.360136032104492 (8.205963177340362) | > loss_mel: 13.235757827758789 (12.878653381552015) | > loss_duration: 1.6541435718536377 (1.6620693100350243) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.558650970458984 (27.21682448046548) | > grad_norm_1: tensor(543.5550, device='cuda:0') (tensor(314.1842, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8454 (0.8654531751360212) | > loader_time: 0.0099 (0.010142907500267032)  --> TIME: 2025-05-12 06:13:05 -- STEP: 162/725 -- GLOBAL_STEP: 409250 | > loss_disc: 2.197150468826294 (2.2017503174734703) | > loss_disc_real_0: 0.15260016918182373 (0.13499631714305751) | > loss_disc_real_1: 0.20519116520881653 (0.19007074924898737) | > loss_disc_real_2: 0.19361154735088348 (0.18776716719622966) | > loss_disc_real_3: 0.18591102957725525 (0.20487916294807268) | > loss_disc_real_4: 0.18031316995620728 (0.19556268884076014) | > loss_disc_real_5: 0.19828791916370392 (0.20839249830187098) | > loss_0: 2.197150468826294 (2.2017503174734703) | > grad_norm_0: tensor(25.6022, device='cuda:0') (tensor(19.4464, device='cuda:0')) | > loss_gen: 2.855658769607544 (2.760570150834542) | > loss_kl: 1.697793960571289 (1.710907886793584) | > loss_feat: 9.27834701538086 (8.249332313184372) | > loss_mel: 14.202211380004883 (12.878877109951443) | > loss_duration: 1.6193629503250122 (1.661442056114291) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.65337562561035 (27.261129555878817) | > grad_norm_1: tensor(430.4373, device='cuda:0') (tensor(326.6848, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8543 (0.8649162539729367) | > loader_time: 0.0108 (0.010256380210688091)  --> TIME: 2025-05-12 06:13:49 -- STEP: 212/725 -- GLOBAL_STEP: 409300 | > loss_disc: 2.3558335304260254 (2.2031000464592325) | > loss_disc_real_0: 0.16893653571605682 (0.13528422505225773) | > loss_disc_real_1: 0.21153202652931213 (0.1902272471420045) | > loss_disc_real_2: 0.19460740685462952 (0.18819968384813587) | > loss_disc_real_3: 0.2002580612897873 (0.2047423729497307) | > loss_disc_real_4: 0.21764157712459564 (0.19550800344572877) | > loss_disc_real_5: 0.21014852821826935 (0.20883331989061155) | > loss_0: 2.3558335304260254 (2.2031000464592325) | > grad_norm_0: tensor(11.6134, device='cuda:0') (tensor(20.1349, device='cuda:0')) | > loss_gen: 2.5188612937927246 (2.760514625963174) | > loss_kl: 1.6769148111343384 (1.7064438417272747) | > loss_feat: 6.705288887023926 (8.243545725660498) | > loss_mel: 10.898651123046875 (12.869724206204685) | > loss_duration: 1.682012677192688 (1.6620737246747286) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.48172950744629 (27.24230211185959) | > grad_norm_1: tensor(251.9727, device='cuda:0') (tensor(332.9834, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8605 (0.8655991722952646) | > loader_time: 0.0099 (0.010243157170853529)  --> TIME: 2025-05-12 06:14:33 -- STEP: 262/725 -- GLOBAL_STEP: 409350 | > loss_disc: 2.3337395191192627 (2.2036571698334364) | > loss_disc_real_0: 0.11574699729681015 (0.13563058892165436) | > loss_disc_real_1: 0.19854669272899628 (0.19050642518141797) | > loss_disc_real_2: 0.20058917999267578 (0.18843289740554248) | > loss_disc_real_3: 0.20461957156658173 (0.20467516944836114) | > loss_disc_real_4: 0.18659809231758118 (0.1953174999652018) | > loss_disc_real_5: 0.20483869314193726 (0.20853497827326062) | > loss_0: 2.3337395191192627 (2.2036571698334364) | > grad_norm_0: tensor(13.3325, device='cuda:0') (tensor(19.8475, device='cuda:0')) | > loss_gen: 2.525697946548462 (2.7609124019855753) | > loss_kl: 1.7564866542816162 (1.7133834607728564) | > loss_feat: 7.883922100067139 (8.277238161509269) | > loss_mel: 11.807906150817871 (12.910053362373178) | > loss_duration: 1.6568933725357056 (1.6627014566013831) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.630905151367188 (27.324288797742536) | > grad_norm_1: tensor(286.9427, device='cuda:0') (tensor(327.4585, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.9022 (0.8652880164503143) | > loader_time: 0.0098 (0.010288086556296316)  --> TIME: 2025-05-12 06:15:17 -- STEP: 312/725 -- GLOBAL_STEP: 409400 | > loss_disc: 2.2633421421051025 (2.2050139846710044) | > loss_disc_real_0: 0.10714550316333771 (0.1365951615123031) | > loss_disc_real_1: 0.19011735916137695 (0.1907928917939082) | > loss_disc_real_2: 0.17940600216388702 (0.1883500230570252) | > loss_disc_real_3: 0.19709481298923492 (0.20445453705122835) | > loss_disc_real_4: 0.19864599406719208 (0.1952502980159642) | > loss_disc_real_5: 0.19700786471366882 (0.20846333531424016) | > loss_0: 2.2633421421051025 (2.2050139846710044) | > grad_norm_0: tensor(14.0596, device='cuda:0') (tensor(19.7490, device='cuda:0')) | > loss_gen: 2.546942710876465 (2.7582072157126194) | > loss_kl: 1.7122328281402588 (1.709325367059463) | > loss_feat: 7.396578788757324 (8.26475634788855) | > loss_mel: 11.872321128845215 (12.909019008660929) | > loss_duration: 1.6653110980987549 (1.6615451646920958) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.193387985229492 (27.302853076885896) | > grad_norm_1: tensor(62.3578, device='cuda:0') (tensor(320.1012, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8619 (0.8646686932979486) | > loader_time: 0.0106 (0.010247232058109384)  --> TIME: 2025-05-12 06:16:01 -- STEP: 362/725 -- GLOBAL_STEP: 409450 | > loss_disc: 2.166546106338501 (2.2042174444672793) | > loss_disc_real_0: 0.10065314918756485 (0.13626485431144905) | > loss_disc_real_1: 0.19080057740211487 (0.19042779616394095) | > loss_disc_real_2: 0.17836728692054749 (0.188328546199186) | > loss_disc_real_3: 0.2071496695280075 (0.2045312354660166) | > loss_disc_real_4: 0.19427846372127533 (0.1954582576428987) | > loss_disc_real_5: 0.22785110771656036 (0.2087505109896317) | > loss_0: 2.166546106338501 (2.2042174444672793) | > grad_norm_0: tensor(29.4986, device='cuda:0') (tensor(20.0497, device='cuda:0')) | > loss_gen: 2.7851204872131348 (2.7581584374548984) | > loss_kl: 1.7533295154571533 (1.7092276986132668) | > loss_feat: 8.244434356689453 (8.26350403490645) | > loss_mel: 12.590850830078125 (12.907672110183467) | > loss_duration: 1.6194992065429688 (1.660639995369463) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.993234634399414 (27.29920225512256) | > grad_norm_1: tensor(413.0157, device='cuda:0') (tensor(322.4712, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8575 (0.8643146779655752) | > loader_time: 0.0102 (0.010263653091304212)  --> TIME: 2025-05-12 06:16:45 -- STEP: 412/725 -- GLOBAL_STEP: 409500 | > loss_disc: 2.2182106971740723 (2.2014013806593065) | > loss_disc_real_0: 0.14545753598213196 (0.1356457973857527) | > loss_disc_real_1: 0.19379861652851105 (0.19020190495021136) | > loss_disc_real_2: 0.1904526799917221 (0.18835655655892722) | > loss_disc_real_3: 0.21363939344882965 (0.2043095690388124) | > loss_disc_real_4: 0.16643904149532318 (0.19471828599722632) | > loss_disc_real_5: 0.1894942671060562 (0.20871055947200762) | > loss_0: 2.2182106971740723 (2.2014013806593065) | > grad_norm_0: tensor(36.5256, device='cuda:0') (tensor(19.7024, device='cuda:0')) | > loss_gen: 2.7785613536834717 (2.7598490414110204) | > loss_kl: 1.6367812156677246 (1.7104567934587165) | > loss_feat: 8.180024147033691 (8.267494867148892) | > loss_mel: 11.730964660644531 (12.913255304966162) | > loss_duration: 1.6774471998214722 (1.6611820861552522) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.00377655029297 (27.312238072886043) | > grad_norm_1: tensor(558.6614, device='cuda:0') (tensor(320.7656, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8679 (0.8641660716927168) | > loader_time: 0.0101 (0.010287565513721947)  --> TIME: 2025-05-12 06:17:28 -- STEP: 462/725 -- GLOBAL_STEP: 409550 | > loss_disc: 2.1044559478759766 (2.198638247205065) | > loss_disc_real_0: 0.17353014647960663 (0.13536304467684254) | > loss_disc_real_1: 0.19073204696178436 (0.19005508404789548) | > loss_disc_real_2: 0.19497050344944 (0.18836394034616352) | > loss_disc_real_3: 0.17692141234874725 (0.2040892583983285) | > loss_disc_real_4: 0.18980981409549713 (0.19440086963243808) | > loss_disc_real_5: 0.19577892124652863 (0.20824957706711505) | > loss_0: 2.1044559478759766 (2.198638247205065) | > grad_norm_0: tensor(38.0672, device='cuda:0') (tensor(20.2048, device='cuda:0')) | > loss_gen: 3.1887967586517334 (2.7688381522248835) | > loss_kl: 1.6210097074508667 (1.7100524819774545) | > loss_feat: 9.661590576171875 (8.296839083427981) | > loss_mel: 14.490445137023926 (12.934656603511797) | > loss_duration: 1.7045429944992065 (1.6609574966616443) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.666383743286133 (27.371343794323142) | > grad_norm_1: tensor(524.8563, device='cuda:0') (tensor(330.0835, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8091 (0.8633224215858426) | > loader_time: 0.0098 (0.010274535649782651)  --> TIME: 2025-05-12 06:18:11 -- STEP: 512/725 -- GLOBAL_STEP: 409600 | > loss_disc: 2.1121253967285156 (2.1998245390132065) | > loss_disc_real_0: 0.1215776652097702 (0.13536531504360017) | > loss_disc_real_1: 0.1791444718837738 (0.1903067451203242) | > loss_disc_real_2: 0.19566480815410614 (0.188560851252987) | > loss_disc_real_3: 0.18305034935474396 (0.20439144459669478) | > loss_disc_real_4: 0.18045362830162048 (0.19447114216745826) | > loss_disc_real_5: 0.19214394688606262 (0.20833679515635592) | > loss_0: 2.1121253967285156 (2.1998245390132065) | > grad_norm_0: tensor(20.9706, device='cuda:0') (tensor(20.4112, device='cuda:0')) | > loss_gen: 2.758518934249878 (2.7689903411082923) | > loss_kl: 1.6484746932983398 (1.7114172254223377) | > loss_feat: 8.543266296386719 (8.296824946999536) | > loss_mel: 13.951408386230469 (12.947889767587188) | > loss_duration: 1.6076226234436035 (1.6614938951097427) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.50929069519043 (27.386616185307496) | > grad_norm_1: tensor(149.8413, device='cuda:0') (tensor(330.2920, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8472 (0.8622076893225312) | > loader_time: 0.0108 (0.010243256576359272)  --> TIME: 2025-05-12 06:18:56 -- STEP: 562/725 -- GLOBAL_STEP: 409650 | > loss_disc: 2.141493320465088 (2.198413608337212) | > loss_disc_real_0: 0.13603277504444122 (0.1351797003763001) | > loss_disc_real_1: 0.15765902400016785 (0.19023559862926767) | > loss_disc_real_2: 0.17775589227676392 (0.18852838525197257) | > loss_disc_real_3: 0.18286393582820892 (0.20410809867428717) | > loss_disc_real_4: 0.20660914480686188 (0.19432959302570468) | > loss_disc_real_5: 0.22217369079589844 (0.20833096809658708) | > loss_0: 2.141493320465088 (2.198413608337212) | > grad_norm_0: tensor(20.2094, device='cuda:0') (tensor(20.5785, device='cuda:0')) | > loss_gen: 2.920003652572632 (2.7711980011963755) | > loss_kl: 1.7342356443405151 (1.715673686770782) | > loss_feat: 9.247028350830078 (8.308543590464188) | > loss_mel: 13.350625991821289 (12.971401968036261) | > loss_duration: 1.6421376466751099 (1.6612078053247032) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.894031524658203 (27.42802506239813) | > grad_norm_1: tensor(131.1896, device='cuda:0') (tensor(334.6240, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.9065 (0.8627629687353383) | > loader_time: 0.0098 (0.010215236198859706)  --> TIME: 2025-05-12 06:19:39 -- STEP: 612/725 -- GLOBAL_STEP: 409700 | > loss_disc: 2.1064250469207764 (2.1981990797067774) | > loss_disc_real_0: 0.137430340051651 (0.13528429198206632) | > loss_disc_real_1: 0.17766277492046356 (0.1902969922456477) | > loss_disc_real_2: 0.17564189434051514 (0.188625222778106) | > loss_disc_real_3: 0.19436320662498474 (0.20406606179826406) | > loss_disc_real_4: 0.15880906581878662 (0.19440948804901315) | > loss_disc_real_5: 0.17852231860160828 (0.20794988988466498) | > loss_0: 2.1064250469207764 (2.1981990797067774) | > grad_norm_0: tensor(38.2705, device='cuda:0') (tensor(21.0883, device='cuda:0')) | > loss_gen: 2.749330520629883 (2.770993189094893) | > loss_kl: 1.7598446607589722 (1.7191743663713048) | > loss_feat: 9.3550386428833 (8.308076368437861) | > loss_mel: 13.78922176361084 (12.964734647788259) | > loss_duration: 1.5815608501434326 (1.6606872831684303) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.234996795654297 (27.423665847653655) | > grad_norm_1: tensor(548.2358, device='cuda:0') (tensor(340.5099, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8205 (0.8625940871394536) | > loader_time: 0.009 (0.010181346360374897)  --> TIME: 2025-05-12 06:20:23 -- STEP: 662/725 -- GLOBAL_STEP: 409750 | > loss_disc: 2.215355396270752 (2.1970070582502204) | > loss_disc_real_0: 0.11705166846513748 (0.1350101050315847) | > loss_disc_real_1: 0.19377434253692627 (0.19029665938677012) | > loss_disc_real_2: 0.1926066279411316 (0.1884753530636835) | > loss_disc_real_3: 0.1872347742319107 (0.20399351201929003) | > loss_disc_real_4: 0.19404280185699463 (0.1939803218958602) | > loss_disc_real_5: 0.17621944844722748 (0.20822335775165027) | > loss_0: 2.215355396270752 (2.1970070582502204) | > grad_norm_0: tensor(15.0874, device='cuda:0') (tensor(21.0208, device='cuda:0')) | > loss_gen: 2.7612290382385254 (2.7725676604268066) | > loss_kl: 1.7945528030395508 (1.7204791255227752) | > loss_feat: 9.261844635009766 (8.32396851709601) | > loss_mel: 14.469034194946289 (12.988905694909686) | > loss_duration: 1.6660035848617554 (1.660958827082123) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.952665328979492 (27.466879830259572) | > grad_norm_1: tensor(120.3348, device='cuda:0') (tensor(339.9661, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8884 (0.8618353688104634) | > loader_time: 0.0101 (0.010158376751349415)  --> TIME: 2025-05-12 06:21:07 -- STEP: 712/725 -- GLOBAL_STEP: 409800 | > loss_disc: 2.216567039489746 (2.1978290402487417) | > loss_disc_real_0: 0.11851151287555695 (0.13501609771857775) | > loss_disc_real_1: 0.1638256162405014 (0.1903854303396819) | > loss_disc_real_2: 0.20463907718658447 (0.18864761283516548) | > loss_disc_real_3: 0.19693930447101593 (0.20410241682626565) | > loss_disc_real_4: 0.2528105080127716 (0.1940341291928225) | > loss_disc_real_5: 0.1773214340209961 (0.2082682078850737) | > loss_0: 2.216567039489746 (2.1978290402487417) | > grad_norm_0: tensor(17.8288, device='cuda:0') (tensor(21.1688, device='cuda:0')) | > loss_gen: 2.8028345108032227 (2.7717790687352095) | > loss_kl: 1.7957819700241089 (1.721849824103077) | > loss_feat: 7.713675498962402 (8.318511307239525) | > loss_mel: 12.67477035522461 (12.983560852790147) | > loss_duration: 1.6530823707580566 (1.6606048616800406) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.6401424407959 (27.456305894958838) | > grad_norm_1: tensor(458.7281, device='cuda:0') (tensor(340.6202, device='cuda:0')) | > current_lr_0: 0.00018785839335168115 | > current_lr_1: 0.00018785839335168115 | > step_time: 0.8147 (0.8618177128641791) | > loader_time: 0.0098 (0.01017624608586344)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1989831924438477 (2.1989831924438477) | > loss_disc_real_0: 0.21828991174697876 (0.21828991174697876) | > loss_disc_real_1: 0.18776629865169525 (0.18776629865169525) | > loss_disc_real_2: 0.20590655505657196 (0.20590655505657196) | > loss_disc_real_3: 0.25664857029914856 (0.25664857029914856) | > loss_disc_real_4: 0.22048726677894592 (0.22048726677894592) | > loss_disc_real_5: 0.26155996322631836 (0.26155996322631836) | > loss_0: 2.1989831924438477 (2.1989831924438477) | > loss_gen: 3.2467520236968994 (3.2467520236968994) | > loss_kl: 2.189970016479492 (2.189970016479492) | > loss_feat: 9.566383361816406 (9.566383361816406) | > loss_mel: 14.843116760253906 (14.843116760253906) | > loss_duration: 1.7369555234909058 (1.7369555234909058) | > loss_1: 31.58317756652832 (31.58317756652832)  --> STEP: 1 | > loss_disc: 2.4755265712738037 (2.4755265712738037) | > loss_disc_real_0: 0.22191806137561798 (0.22191806137561798) | > loss_disc_real_1: 0.20130963623523712 (0.20130963623523712) | > loss_disc_real_2: 0.23296509683132172 (0.23296509683132172) | > loss_disc_real_3: 0.27352645993232727 (0.27352645993232727) | > loss_disc_real_4: 0.263165146112442 (0.263165146112442) | > loss_disc_real_5: 0.2631755769252777 (0.2631755769252777) | > loss_0: 2.4755265712738037 (2.4755265712738037) | > loss_gen: 2.7773730754852295 (2.7773730754852295) | > loss_kl: 2.4610326290130615 (2.4610326290130615) | > loss_feat: 7.056180477142334 (7.056180477142334) | > loss_mel: 12.074459075927734 (12.074459075927734) | > loss_duration: 1.860654354095459 (1.860654354095459) | > loss_1: 26.229698181152344 (26.229698181152344)  --> STEP: 2 | > loss_disc: 2.2176783084869385 (2.346602439880371) | > loss_disc_real_0: 0.19557492434978485 (0.20874649286270142) | > loss_disc_real_1: 0.17047034204006195 (0.18588998913764954) | > loss_disc_real_2: 0.19316749274730682 (0.21306629478931427) | > loss_disc_real_3: 0.2426445484161377 (0.2580855041742325) | > loss_disc_real_4: 0.252519428730011 (0.2578422874212265) | > loss_disc_real_5: 0.2419303059577942 (0.25255294144153595) | > loss_0: 2.2176783084869385 (2.346602439880371) | > loss_gen: 3.08868145942688 (2.9330272674560547) | > loss_kl: 2.1390836238861084 (2.300058126449585) | > loss_feat: 8.308642387390137 (7.682411432266235) | > loss_mel: 13.633541107177734 (12.854000091552734) | > loss_duration: 1.8981460332870483 (1.8794001936912537) | > loss_1: 29.068096160888672 (27.648897171020508)  --> STEP: 3 | > loss_disc: 2.317790985107422 (2.336998621622721) | > loss_disc_real_0: 0.20607119798660278 (0.20785472790400186) | > loss_disc_real_1: 0.18789376318454742 (0.18655791381994882) | > loss_disc_real_2: 0.21435286104679108 (0.2134951502084732) | > loss_disc_real_3: 0.2758065164089203 (0.26399250825246173) | > loss_disc_real_4: 0.26117831468582153 (0.25895429650942486) | > loss_disc_real_5: 0.24112311005592346 (0.2487429976463318) | > loss_0: 2.317790985107422 (2.336998621622721) | > loss_gen: 3.0021986961364746 (2.956084410349528) | > loss_kl: 2.0926663875579834 (2.2309275468190513) | > loss_feat: 8.48938274383545 (7.951401869455974) | > loss_mel: 14.041457176208496 (13.249819119771322) | > loss_duration: 1.859161615371704 (1.8726540009180705) | > loss_1: 29.484867095947266 (28.260887145996094)  --> STEP: 4 | > loss_disc: 2.4674253463745117 (2.369605302810669) | > loss_disc_real_0: 0.2255406528711319 (0.21227620914578438) | > loss_disc_real_1: 0.21644778549671173 (0.19403038173913956) | > loss_disc_real_2: 0.22540463507175446 (0.21647252142429352) | > loss_disc_real_3: 0.22003667056560516 (0.2530035488307476) | > loss_disc_real_4: 0.2658660411834717 (0.26068223267793655) | > loss_disc_real_5: 0.2509324252605438 (0.2492903545498848) | > loss_0: 2.4674253463745117 (2.369605302810669) | > loss_gen: 2.6760106086730957 (2.88606595993042) | > loss_kl: 2.123570442199707 (2.204088270664215) | > loss_feat: 6.792961597442627 (7.661791801452637) | > loss_mel: 11.525163650512695 (12.818655252456665) | > loss_duration: 1.7951470613479614 (1.8532772660255432) | > loss_1: 24.912853240966797 (27.42387866973877) --> EVAL PERFORMANCE | > avg_loader_time: 0.3290914297103882 (+0.003085494041442871) | > avg_loss_disc: 2.369605302810669 (+0.030849575996398926) | > avg_loss_disc_real_0: 0.21227620914578438 (-0.006448324769735336) | > avg_loss_disc_real_1: 0.19403038173913956 (-0.02012726292014122) | > avg_loss_disc_real_2: 0.21647252142429352 (+0.011671926826238632) | > avg_loss_disc_real_3: 0.2530035488307476 (+0.0008519180119037628) | > avg_loss_disc_real_4: 0.26068223267793655 (+0.010104462504386902) | > avg_loss_disc_real_5: 0.2492903545498848 (+0.027175098657608032) | > avg_loss_0: 2.369605302810669 (+0.030849575996398926) | > avg_loss_gen: 2.88606595993042 (-0.049545347690582275) | > avg_loss_kl: 2.204088270664215 (+0.20519939064979553) | > avg_loss_feat: 7.661791801452637 (+0.0018901824951171875) | > avg_loss_mel: 12.818655252456665 (-0.06246304512023926) | > avg_loss_duration: 1.8532772660255432 (+0.014811038970947266) | > avg_loss_1: 27.42387866973877 (+0.1098933219909668)  > EPOCH: 502/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 06:21:24)   --> TIME: 2025-05-12 06:21:59 -- STEP: 37/725 -- GLOBAL_STEP: 409850 | > loss_disc: 2.2817914485931396 (2.205735206604004) | > loss_disc_real_0: 0.11069783568382263 (0.1331339619449667) | > loss_disc_real_1: 0.18416471779346466 (0.190829901276408) | > loss_disc_real_2: 0.18711109459400177 (0.1890297850241532) | > loss_disc_real_3: 0.20344586670398712 (0.20514797399172913) | > loss_disc_real_4: 0.20583191514015198 (0.1946156802209648) | > loss_disc_real_5: 0.21145980060100555 (0.2140089144577851) | > loss_0: 2.2817914485931396 (2.205735206604004) | > grad_norm_0: tensor(20.5460, device='cuda:0') (tensor(20.5016, device='cuda:0')) | > loss_gen: 2.6234662532806396 (2.7500962824434847) | > loss_kl: 1.699509620666504 (1.7239441613893252) | > loss_feat: 7.8109893798828125 (8.361514104379193) | > loss_mel: 11.398064613342285 (12.887775137617782) | > loss_duration: 1.6616859436035156 (1.6583926194422953) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.193716049194336 (27.38172211518159) | > grad_norm_1: tensor(410.1063, device='cuda:0') (tensor(342.6660, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8869 (0.8631079583554655) | > loader_time: 0.0119 (0.01096809232557142)  --> TIME: 2025-05-12 06:22:43 -- STEP: 87/725 -- GLOBAL_STEP: 409900 | > loss_disc: 2.2541232109069824 (2.1920488730244254) | > loss_disc_real_0: 0.11463549733161926 (0.13394556023266124) | > loss_disc_real_1: 0.20557504892349243 (0.18852978516584154) | > loss_disc_real_2: 0.1838553100824356 (0.1883105440386411) | > loss_disc_real_3: 0.2432536482810974 (0.20455295138660518) | > loss_disc_real_4: 0.1938018798828125 (0.19362798110507) | > loss_disc_real_5: 0.20574578642845154 (0.2103676270136888) | > loss_0: 2.2541232109069824 (2.1920488730244254) | > grad_norm_0: tensor(14.7540, device='cuda:0') (tensor(20.7684, device='cuda:0')) | > loss_gen: 2.635514259338379 (2.7672130951936227) | > loss_kl: 1.664576768875122 (1.7257968475078713) | > loss_feat: 7.285536766052246 (8.355609005895158) | > loss_mel: 12.142425537109375 (12.991642743691626) | > loss_duration: 1.6404385566711426 (1.6602673818325173) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.368492126464844 (27.500528971354168) | > grad_norm_1: tensor(181.4984, device='cuda:0') (tensor(334.1513, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8321 (0.870907484799966) | > loader_time: 0.0106 (0.01069937355216892)  --> TIME: 2025-05-12 06:23:28 -- STEP: 137/725 -- GLOBAL_STEP: 409950 | > loss_disc: 2.1337008476257324 (2.192686848396802) | > loss_disc_real_0: 0.10638197511434555 (0.13501946916327853) | > loss_disc_real_1: 0.18468573689460754 (0.18871115158944235) | > loss_disc_real_2: 0.18839195370674133 (0.18738352675942613) | > loss_disc_real_3: 0.17444315552711487 (0.20490781538677913) | > loss_disc_real_4: 0.1637071669101715 (0.19289908857241164) | > loss_disc_real_5: 0.22757740318775177 (0.20993446466261453) | > loss_0: 2.1337008476257324 (2.192686848396802) | > grad_norm_0: tensor(13.9292, device='cuda:0') (tensor(19.9814, device='cuda:0')) | > loss_gen: 2.8307459354400635 (2.767451324602114) | > loss_kl: 1.747633934020996 (1.734205136333939) | > loss_feat: 9.831693649291992 (8.333122239495717) | > loss_mel: 13.767573356628418 (12.974793524637706) | > loss_duration: 1.6498137712478638 (1.6589791417992028) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.82746124267578 (27.468551385141637) | > grad_norm_1: tensor(340.3899, device='cuda:0') (tensor(323.6149, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8285 (0.869534821405898) | > loader_time: 0.0092 (0.010475912233338736)  --> TIME: 2025-05-12 06:24:11 -- STEP: 187/725 -- GLOBAL_STEP: 410000 | > loss_disc: 2.1033530235290527 (2.1939608528014802) | > loss_disc_real_0: 0.10460975766181946 (0.13465922054919333) | > loss_disc_real_1: 0.21446745097637177 (0.18941006972828014) | > loss_disc_real_2: 0.17474021017551422 (0.18830626326448785) | > loss_disc_real_3: 0.17449618875980377 (0.2050722987256586) | > loss_disc_real_4: 0.1853385716676712 (0.1929337375941761) | > loss_disc_real_5: 0.19720818102359772 (0.2093368016462275) | > loss_0: 2.1033530235290527 (2.1939608528014802) | > grad_norm_0: tensor(13.9516, device='cuda:0') (tensor(20.1426, device='cuda:0')) | > loss_gen: 3.0077595710754395 (2.773386941236607) | > loss_kl: 1.7608425617218018 (1.7193958249321595) | > loss_feat: 9.220775604248047 (8.359336853027347) | > loss_mel: 13.607831954956055 (13.008119159841282) | > loss_duration: 1.672921895980835 (1.6605517284117919) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.270132064819336 (27.52079050808667) | > grad_norm_1: tensor(331.9941, device='cuda:0') (tensor(332.9282, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8698 (0.8677664083593032) | > loader_time: 0.0106 (0.010437846821259688) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_410000.pth  --> TIME: 2025-05-12 06:24:58 -- STEP: 237/725 -- GLOBAL_STEP: 410050 | > loss_disc: 2.3610289096832275 (2.19855368187659) | > loss_disc_real_0: 0.15212197601795197 (0.13536081746031972) | > loss_disc_real_1: 0.21549920737743378 (0.18951113157382998) | > loss_disc_real_2: 0.2227935492992401 (0.18838379591829169) | > loss_disc_real_3: 0.23222419619560242 (0.2049245749470554) | > loss_disc_real_4: 0.21057675778865814 (0.19352429771976631) | > loss_disc_real_5: 0.22745580971240997 (0.2104135938460314) | > loss_0: 2.3610289096832275 (2.19855368187659) | > grad_norm_0: tensor(23.7858, device='cuda:0') (tensor(20.2572, device='cuda:0')) | > loss_gen: 2.5639212131500244 (2.7667837555398407) | > loss_kl: 1.9560507535934448 (1.7224793549831408) | > loss_feat: 7.16255521774292 (8.304474420185336) | > loss_mel: 11.543428421020508 (12.946275529982168) | > loss_duration: 1.6539075374603271 (1.6603866337723874) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.87986183166504 (27.400399735205283) | > grad_norm_1: tensor(209.9893, device='cuda:0') (tensor(324.9748, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8238 (0.8667680673961398) | > loader_time: 0.0105 (0.01040324279527624)  --> TIME: 2025-05-12 06:25:41 -- STEP: 287/725 -- GLOBAL_STEP: 410100 | > loss_disc: 2.104855537414551 (2.1990265306280063) | > loss_disc_real_0: 0.11148903518915176 (0.13550783475724668) | > loss_disc_real_1: 0.17043671011924744 (0.1896520015566191) | > loss_disc_real_2: 0.20365175604820251 (0.18851954025258597) | > loss_disc_real_3: 0.19501681625843048 (0.20475031072046704) | > loss_disc_real_4: 0.18161480128765106 (0.19327645839714422) | > loss_disc_real_5: 0.15683014690876007 (0.21014508584235192) | > loss_0: 2.104855537414551 (2.1990265306280063) | > grad_norm_0: tensor(13.9107, device='cuda:0') (tensor(20.5420, device='cuda:0')) | > loss_gen: 3.101781129837036 (2.765390608784213) | > loss_kl: 1.5266104936599731 (1.7174901330927945) | > loss_feat: 9.22382640838623 (8.29697255390447) | > loss_mel: 14.25072956085205 (12.926193154232008) | > loss_duration: 1.6701105833053589 (1.6601196037352295) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.773059844970703 (27.366166091546784) | > grad_norm_1: tensor(294.9059, device='cuda:0') (tensor(328.1832, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8156 (0.8648499894225223) | > loader_time: 0.0128 (0.010367590375893626)  --> TIME: 2025-05-12 06:26:25 -- STEP: 337/725 -- GLOBAL_STEP: 410150 | > loss_disc: 2.3283352851867676 (2.2034930892797195) | > loss_disc_real_0: 0.1045253574848175 (0.13690381192046747) | > loss_disc_real_1: 0.18310841917991638 (0.1899455897178424) | > loss_disc_real_2: 0.1764802634716034 (0.1885876929282434) | > loss_disc_real_3: 0.21998682618141174 (0.20483130282924153) | > loss_disc_real_4: 0.1847146898508072 (0.19388067036955575) | > loss_disc_real_5: 0.21263356506824493 (0.21017743315470333) | > loss_0: 2.3283352851867676 (2.2034930892797195) | > grad_norm_0: tensor(39.5840, device='cuda:0') (tensor(21.1562, device='cuda:0')) | > loss_gen: 2.4635069370269775 (2.7589729645839434) | > loss_kl: 1.7380330562591553 (1.707712640040706) | > loss_feat: 7.195529937744141 (8.247114430549239) | > loss_mel: 11.851251602172852 (12.872128911117418) | > loss_duration: 1.6528993844985962 (1.659606461001433) | > amp_scaler: 512.0 (262.0771513353115) | > loss_1: 24.901220321655273 (27.245535440190256) | > grad_norm_1: tensor(354.7080, device='cuda:0') (tensor(331.9190, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.895 (0.8641784757110414) | > loader_time: 0.0126 (0.010380239090509162)  --> TIME: 2025-05-12 06:27:09 -- STEP: 387/725 -- GLOBAL_STEP: 410200 | > loss_disc: 2.219038486480713 (2.203330580578294) | > loss_disc_real_0: 0.1770864725112915 (0.13690974428595198) | > loss_disc_real_1: 0.18383513391017914 (0.19010715748758591) | > loss_disc_real_2: 0.20279058814048767 (0.18833091408399333) | > loss_disc_real_3: 0.21873924136161804 (0.20496262987300715) | > loss_disc_real_4: 0.20501604676246643 (0.19406541739169325) | > loss_disc_real_5: 0.21732449531555176 (0.20983313782578605) | > loss_0: 2.219038486480713 (2.203330580578294) | > grad_norm_0: tensor(30.4419, device='cuda:0') (tensor(21.2719, device='cuda:0')) | > loss_gen: 2.7523179054260254 (2.7584427019114344) | > loss_kl: 1.518227458000183 (1.7085261640622633) | > loss_feat: 7.5511674880981445 (8.23612240857856) | > loss_mel: 12.508920669555664 (12.853106094577207) | > loss_duration: 1.7392914295196533 (1.6598039899377552) | > amp_scaler: 512.0 (294.36692506459934) | > loss_1: 26.06992530822754 (27.21600139726348) | > grad_norm_1: tensor(438.8191, device='cuda:0') (tensor(335.3354, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8592 (0.8642109567804854) | > loader_time: 0.0107 (0.01035871616629668)  --> TIME: 2025-05-12 06:27:53 -- STEP: 437/725 -- GLOBAL_STEP: 410250 | > loss_disc: 2.3453054428100586 (2.200856944516269) | > loss_disc_real_0: 0.1992005556821823 (0.13620562998053692) | > loss_disc_real_1: 0.17715048789978027 (0.18997786038936687) | > loss_disc_real_2: 0.1618202030658722 (0.18806914821505813) | > loss_disc_real_3: 0.20823267102241516 (0.20503750931070927) | > loss_disc_real_4: 0.18759585916996002 (0.19390354910758867) | > loss_disc_real_5: 0.2213446944952011 (0.20970173899587294) | > loss_0: 2.3453054428100586 (2.200856944516269) | > grad_norm_0: tensor(33.2354, device='cuda:0') (tensor(21.4868, device='cuda:0')) | > loss_gen: 2.3826889991760254 (2.763867397875754) | > loss_kl: 1.6900360584259033 (1.7117419275593704) | > loss_feat: 6.989850997924805 (8.262609696770152) | > loss_mel: 11.645297050476074 (12.864365582062396) | > loss_duration: 1.6216990947723389 (1.6594395793002585) | > amp_scaler: 256.0 (312.8237986270023) | > loss_1: 24.329570770263672 (27.262024218212275) | > grad_norm_1: tensor(359.4803, device='cuda:0') (tensor(343.4161, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.9137 (0.863371049239379) | > loader_time: 0.011 (0.010318248168281896)  --> TIME: 2025-05-12 06:28:36 -- STEP: 487/725 -- GLOBAL_STEP: 410300 | > loss_disc: 2.2930431365966797 (2.200949868382371) | > loss_disc_real_0: 0.13128583133220673 (0.13589322879084326) | > loss_disc_real_1: 0.21073974668979645 (0.1900115560824377) | > loss_disc_real_2: 0.18297618627548218 (0.1882572508200972) | > loss_disc_real_3: 0.21012592315673828 (0.2049198068020525) | > loss_disc_real_4: 0.1691121757030487 (0.19389586061912395) | > loss_disc_real_5: 0.21732042729854584 (0.20960032303475262) | > loss_0: 2.2930431365966797 (2.200949868382371) | > grad_norm_0: tensor(9.6212, device='cuda:0') (tensor(21.7965, device='cuda:0')) | > loss_gen: 2.7628588676452637 (2.76455071427739) | > loss_kl: 1.8500418663024902 (1.709993528389588) | > loss_feat: 7.3385233879089355 (8.255961923383843) | > loss_mel: 11.237506866455078 (12.850710128611853) | > loss_duration: 1.6297035217285156 (1.6595597460529399) | > amp_scaler: 256.0 (306.98973305954826) | > loss_1: 24.818634033203125 (27.24077603459603) | > grad_norm_1: tensor(194.1712, device='cuda:0') (tensor(348.1828, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8275 (0.8630594502239501) | > loader_time: 0.0098 (0.010316957438506148)  --> TIME: 2025-05-12 06:29:21 -- STEP: 537/725 -- GLOBAL_STEP: 410350 | > loss_disc: 2.1928586959838867 (2.2002288520447157) | > loss_disc_real_0: 0.1533680558204651 (0.13579799322276145) | > loss_disc_real_1: 0.24373334646224976 (0.19001373265708627) | > loss_disc_real_2: 0.20366761088371277 (0.18821999017197766) | > loss_disc_real_3: 0.23726557195186615 (0.20486317652674801) | > loss_disc_real_4: 0.19210396707057953 (0.1939492268102795) | > loss_disc_real_5: 0.17147541046142578 (0.20955958795947072) | > loss_0: 2.1928586959838867 (2.2002288520447157) | > grad_norm_0: tensor(23.3588, device='cuda:0') (tensor(22.0348, device='cuda:0')) | > loss_gen: 2.698458194732666 (2.7646916134619413) | > loss_kl: 1.6804718971252441 (1.7082401312041327) | > loss_feat: 8.235021591186523 (8.253446796530904) | > loss_mel: 11.850908279418945 (12.862240643918623) | > loss_duration: 1.68184494972229 (1.6601365225275135) | > amp_scaler: 256.0 (302.24208566108007) | > loss_1: 26.146703720092773 (27.248755684112034) | > grad_norm_1: tensor(477.5074, device='cuda:0') (tensor(349.5882, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8632 (0.8637823898699031) | > loader_time: 0.0092 (0.0102861122934068)  --> TIME: 2025-05-12 06:30:04 -- STEP: 587/725 -- GLOBAL_STEP: 410400 | > loss_disc: 2.3176109790802 (2.2001158667179355) | > loss_disc_real_0: 0.14023733139038086 (0.13547482642343556) | > loss_disc_real_1: 0.20001979172229767 (0.18989659480280935) | > loss_disc_real_2: 0.21635355055332184 (0.18816359800618185) | > loss_disc_real_3: 0.23474861681461334 (0.20480486372362) | > loss_disc_real_4: 0.2102070152759552 (0.1939654997351628) | > loss_disc_real_5: 0.2249751091003418 (0.20972051630129807) | > loss_0: 2.3176109790802 (2.2001158667179355) | > grad_norm_0: tensor(21.8816, device='cuda:0') (tensor(21.8442, device='cuda:0')) | > loss_gen: 2.6432366371154785 (2.7636855302514998) | > loss_kl: 1.5898840427398682 (1.7100648061583354) | > loss_feat: 7.788779258728027 (8.25667320768107) | > loss_mel: 12.84050178527832 (12.854174329637464) | > loss_duration: 1.6507407426834106 (1.659903722889784) | > amp_scaler: 256.0 (298.30323679727445) | > loss_1: 26.51314353942871 (27.244501588291772) | > grad_norm_1: tensor(319.4907, device='cuda:0') (tensor(346.6950, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8691 (0.8634620013391341) | > loader_time: 0.01 (0.010256552411912869)  --> TIME: 2025-05-12 06:30:48 -- STEP: 637/725 -- GLOBAL_STEP: 410450 | > loss_disc: 2.1500704288482666 (2.2009905050837637) | > loss_disc_real_0: 0.12048447132110596 (0.13552697022771543) | > loss_disc_real_1: 0.17280034720897675 (0.189823202894097) | > loss_disc_real_2: 0.1790536791086197 (0.18843239063932155) | > loss_disc_real_3: 0.1996820569038391 (0.20497814457120847) | > loss_disc_real_4: 0.1713181585073471 (0.19407142135000297) | > loss_disc_real_5: 0.18892896175384521 (0.20976029022990075) | > loss_0: 2.1500704288482666 (2.2009905050837637) | > grad_norm_0: tensor(14.5690, device='cuda:0') (tensor(21.7766, device='cuda:0')) | > loss_gen: 2.802025079727173 (2.7634206667799788) | > loss_kl: 1.7980338335037231 (1.7125116940383072) | > loss_feat: 8.584277153015137 (8.265028976009267) | > loss_mel: 12.356311798095703 (12.873412238559682) | > loss_duration: 1.614303708076477 (1.6596928511159945) | > amp_scaler: 256.0 (294.9827315541602) | > loss_1: 27.154951095581055 (27.274066425006094) | > grad_norm_1: tensor(350.2127, device='cuda:0') (tensor(346.2142, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.8622 (0.863723086038227) | > loader_time: 0.0096 (0.010240028192708788)  --> TIME: 2025-05-12 06:31:32 -- STEP: 687/725 -- GLOBAL_STEP: 410500 | > loss_disc: 2.109937906265259 (2.2004924025251005) | > loss_disc_real_0: 0.11290845274925232 (0.13524391812311698) | > loss_disc_real_1: 0.2479086071252823 (0.19001142982138644) | > loss_disc_real_2: 0.20407697558403015 (0.1883739904762182) | > loss_disc_real_3: 0.22158682346343994 (0.20503970390671028) | > loss_disc_real_4: 0.19285407662391663 (0.19419516126314798) | > loss_disc_real_5: 0.21030807495117188 (0.20965266247243347) | > loss_0: 2.109937906265259 (2.2004924025251005) | > grad_norm_0: tensor(21.8241, device='cuda:0') (tensor(22.0532, device='cuda:0')) | > loss_gen: 3.0628445148468018 (2.7657412007733013) | > loss_kl: 1.7822767496109009 (1.7155123031122022) | > loss_feat: 9.892572402954102 (8.27012446804686) | > loss_mel: 14.811775207519531 (12.877893940677104) | > loss_duration: 1.6663496494293213 (1.6595875187905764) | > amp_scaler: 256.0 (292.14556040756923) | > loss_1: 31.2158203125 (27.2888594326147) | > grad_norm_1: tensor(573.7609, device='cuda:0') (tensor(351.4058, device='cuda:0')) | > current_lr_0: 0.0001878349110525122 | > current_lr_1: 0.0001878349110525122 | > step_time: 0.858 (0.8631694879073761) | > loader_time: 0.0109 (0.010243116334362675)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2300314903259277 (2.2300314903259277) | > loss_disc_real_0: 0.1169416606426239 (0.1169416606426239) | > loss_disc_real_1: 0.17524641752243042 (0.17524641752243042) | > loss_disc_real_2: 0.2044329047203064 (0.2044329047203064) | > loss_disc_real_3: 0.21121817827224731 (0.21121817827224731) | > loss_disc_real_4: 0.28817981481552124 (0.28817981481552124) | > loss_disc_real_5: 0.25648993253707886 (0.25648993253707886) | > loss_0: 2.2300314903259277 (2.2300314903259277) | > loss_gen: 2.9230215549468994 (2.9230215549468994) | > loss_kl: 2.079191207885742 (2.079191207885742) | > loss_feat: 9.6194486618042 (9.6194486618042) | > loss_mel: 14.35789966583252 (14.35789966583252) | > loss_duration: 1.7326886653900146 (1.7326886653900146) | > loss_1: 30.712249755859375 (30.712249755859375)  --> STEP: 1 | > loss_disc: 2.3644962310791016 (2.3644962310791016) | > loss_disc_real_0: 0.1432209014892578 (0.1432209014892578) | > loss_disc_real_1: 0.19625183939933777 (0.19625183939933777) | > loss_disc_real_2: 0.25360268354415894 (0.25360268354415894) | > loss_disc_real_3: 0.2000957876443863 (0.2000957876443863) | > loss_disc_real_4: 0.27554216980934143 (0.27554216980934143) | > loss_disc_real_5: 0.2513550817966461 (0.2513550817966461) | > loss_0: 2.3644962310791016 (2.3644962310791016) | > loss_gen: 2.669379234313965 (2.669379234313965) | > loss_kl: 2.242661952972412 (2.242661952972412) | > loss_feat: 7.314709186553955 (7.314709186553955) | > loss_mel: 13.180154800415039 (13.180154800415039) | > loss_duration: 1.872685432434082 (1.872685432434082) | > loss_1: 27.279590606689453 (27.279590606689453)  --> STEP: 2 | > loss_disc: 2.236699342727661 (2.3005977869033813) | > loss_disc_real_0: 0.11914487928152084 (0.13118289038538933) | > loss_disc_real_1: 0.18373270332813263 (0.1899922713637352) | > loss_disc_real_2: 0.19965414702892303 (0.22662841528654099) | > loss_disc_real_3: 0.20968317985534668 (0.20488948374986649) | > loss_disc_real_4: 0.2871439456939697 (0.2813430577516556) | > loss_disc_real_5: 0.23357915878295898 (0.24246712028980255) | > loss_0: 2.236699342727661 (2.3005977869033813) | > loss_gen: 2.7760262489318848 (2.722702741622925) | > loss_kl: 2.0457451343536377 (2.144203543663025) | > loss_feat: 8.638535499572754 (7.9766223430633545) | > loss_mel: 14.065961837768555 (13.623058319091797) | > loss_duration: 1.873377799987793 (1.8730316162109375) | > loss_1: 29.399646759033203 (28.339618682861328)  --> STEP: 3 | > loss_disc: 2.2507896423339844 (2.2839950720469155) | > loss_disc_real_0: 0.11705552041530609 (0.12647376706202826) | > loss_disc_real_1: 0.18387161195278168 (0.18795205156008402) | > loss_disc_real_2: 0.22083713114261627 (0.22469798723856607) | > loss_disc_real_3: 0.20431186258792877 (0.20469694336255392) | > loss_disc_real_4: 0.3011130094528198 (0.28793304165204364) | > loss_disc_real_5: 0.23084136843681335 (0.2385918696721395) | > loss_0: 2.2507896423339844 (2.2839950720469155) | > loss_gen: 2.827927827835083 (2.757777770360311) | > loss_kl: 1.9238240718841553 (2.070743719736735) | > loss_feat: 8.713601112365723 (8.22228193283081) | > loss_mel: 14.002089500427246 (13.749402046203613) | > loss_duration: 1.8507616519927979 (1.8656082948048909) | > loss_1: 29.318204879760742 (28.6658140818278)  --> STEP: 4 | > loss_disc: 2.387925386428833 (2.309977650642395) | > loss_disc_real_0: 0.12118035554885864 (0.12515041418373585) | > loss_disc_real_1: 0.20834869146347046 (0.19305121153593063) | > loss_disc_real_2: 0.22629044950008392 (0.22509610280394554) | > loss_disc_real_3: 0.1840822994709015 (0.1995432823896408) | > loss_disc_real_4: 0.28456389904022217 (0.2870907559990883) | > loss_disc_real_5: 0.2952743470668793 (0.25276248902082443) | > loss_0: 2.387925386428833 (2.309977650642395) | > loss_gen: 2.5386099815368652 (2.7029858231544495) | > loss_kl: 1.990779161453247 (2.050752580165863) | > loss_feat: 7.13512659072876 (7.950493097305298) | > loss_mel: 12.573822021484375 (13.455507040023804) | > loss_duration: 1.8084716796875 (1.8513241410255432) | > loss_1: 26.046810150146484 (28.01106309890747) --> EVAL PERFORMANCE | > avg_loader_time: 0.32846134901046753 (-0.0006300806999206543) | > avg_loss_disc: 2.309977650642395 (-0.059627652168273926) | > avg_loss_disc_real_0: 0.12515041418373585 (-0.08712579496204853) | > avg_loss_disc_real_1: 0.19305121153593063 (-0.0009791702032089233) | > avg_loss_disc_real_2: 0.22509610280394554 (+0.008623581379652023) | > avg_loss_disc_real_3: 0.1995432823896408 (-0.053460266441106796) | > avg_loss_disc_real_4: 0.2870907559990883 (+0.026408523321151733) | > avg_loss_disc_real_5: 0.25276248902082443 (+0.0034721344709396362) | > avg_loss_0: 2.309977650642395 (-0.059627652168273926) | > avg_loss_gen: 2.7029858231544495 (-0.18308013677597046) | > avg_loss_kl: 2.050752580165863 (-0.15333569049835205) | > avg_loss_feat: 7.950493097305298 (+0.28870129585266113) | > avg_loss_mel: 13.455507040023804 (+0.6368517875671387) | > avg_loss_duration: 1.8513241410255432 (-0.001953125) | > avg_loss_1: 28.01106309890747 (+0.5871844291687012)  > EPOCH: 503/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 06:32:12)   --> TIME: 2025-05-12 06:32:24 -- STEP: 12/725 -- GLOBAL_STEP: 410550 | > loss_disc: 2.257660150527954 (2.230256497859955) | > loss_disc_real_0: 0.14887121319770813 (0.1352337555338939) | > loss_disc_real_1: 0.20622293651103973 (0.19477221369743347) | > loss_disc_real_2: 0.18154235184192657 (0.19072777032852173) | > loss_disc_real_3: 0.23897404968738556 (0.20674293612440428) | > loss_disc_real_4: 0.21804574131965637 (0.20370622848471007) | > loss_disc_real_5: 0.21005630493164062 (0.21372693280378977) | > loss_0: 2.257660150527954 (2.230256497859955) | > grad_norm_0: tensor(23.1680, device='cuda:0') (tensor(22.3116, device='cuda:0')) | > loss_gen: 2.7509775161743164 (2.7484750350316367) | > loss_kl: 1.7445032596588135 (1.7337222794691722) | > loss_feat: 8.30097770690918 (8.0321337779363) | > loss_mel: 12.591009140014648 (12.952953894933065) | > loss_duration: 1.6808744668960571 (1.6607783337434132) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.068340301513672 (27.128063042958576) | > grad_norm_1: tensor(378.4623, device='cuda:0') (tensor(361.2564, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8518 (0.8461010257403055) | > loader_time: 0.0122 (0.01115200916926066)  --> TIME: 2025-05-12 06:33:08 -- STEP: 62/725 -- GLOBAL_STEP: 410600 | > loss_disc: 2.208336591720581 (2.1943595178665665) | > loss_disc_real_0: 0.11243496090173721 (0.13311060542060482) | > loss_disc_real_1: 0.1875292807817459 (0.1904668245584734) | > loss_disc_real_2: 0.19998541474342346 (0.186153641391185) | > loss_disc_real_3: 0.20723655819892883 (0.2059175670146942) | > loss_disc_real_4: 0.1953268051147461 (0.19610712509001454) | > loss_disc_real_5: 0.2003396451473236 (0.20842104765676683) | > loss_0: 2.208336591720581 (2.1943595178665665) | > grad_norm_0: tensor(23.5190, device='cuda:0') (tensor(20.5800, device='cuda:0')) | > loss_gen: 2.7347238063812256 (2.7583191279442087) | > loss_kl: 1.8095951080322266 (1.7310079355393686) | > loss_feat: 7.3973259925842285 (8.24593460175299) | > loss_mel: 12.383490562438965 (12.996513535899501) | > loss_duration: 1.7008787393569946 (1.6575635767752124) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.02601432800293 (27.389338708692982) | > grad_norm_1: tensor(417.0802, device='cuda:0') (tensor(346.3619, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8466 (0.8620075064320718) | > loader_time: 0.0099 (0.010716703630262805)  --> TIME: 2025-05-12 06:33:52 -- STEP: 112/725 -- GLOBAL_STEP: 410650 | > loss_disc: 2.152134895324707 (2.198483505419323) | > loss_disc_real_0: 0.1440795511007309 (0.13348874456382223) | > loss_disc_real_1: 0.19100117683410645 (0.19044814644647498) | > loss_disc_real_2: 0.18152078986167908 (0.18809293117374182) | > loss_disc_real_3: 0.206569641828537 (0.20478476317865507) | > loss_disc_real_4: 0.17899157106876373 (0.1950601734487074) | > loss_disc_real_5: 0.20301473140716553 (0.20840652140655688) | > loss_0: 2.152134895324707 (2.198483505419323) | > grad_norm_0: tensor(36.8175, device='cuda:0') (tensor(21.6865, device='cuda:0')) | > loss_gen: 2.8389170169830322 (2.7716356026274815) | > loss_kl: 1.7173675298690796 (1.723842597433499) | > loss_feat: 8.651928901672363 (8.309811719826284) | > loss_mel: 13.941429138183594 (12.995404720306396) | > loss_duration: 1.6529885530471802 (1.6610031915562493) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.802631378173828 (27.461697799818857) | > grad_norm_1: tensor(130.9214, device='cuda:0') (tensor(364.1526, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8397 (0.862796087350164) | > loader_time: 0.0102 (0.010597871882574899)  --> TIME: 2025-05-12 06:34:36 -- STEP: 162/725 -- GLOBAL_STEP: 410700 | > loss_disc: 2.2974820137023926 (2.1950800058282454) | > loss_disc_real_0: 0.18881864845752716 (0.13501236780926024) | > loss_disc_real_1: 0.22002364695072174 (0.19010908883294947) | > loss_disc_real_2: 0.20937198400497437 (0.18749998592668105) | > loss_disc_real_3: 0.19089718163013458 (0.20463934439567877) | > loss_disc_real_4: 0.19273988902568817 (0.19424233374036398) | > loss_disc_real_5: 0.2382410615682602 (0.20775395024705812) | > loss_0: 2.2974820137023926 (2.1950800058282454) | > grad_norm_0: tensor(21.0659, device='cuda:0') (tensor(22.0459, device='cuda:0')) | > loss_gen: 2.6656649112701416 (2.773806401240972) | > loss_kl: 1.840838074684143 (1.727391031789191) | > loss_feat: 6.983913421630859 (8.312986453374227) | > loss_mel: 10.933938026428223 (12.888636176968799) | > loss_duration: 1.6196069717407227 (1.6608001633926675) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.043960571289062 (27.363620145821276) | > grad_norm_1: tensor(353.7963, device='cuda:0') (tensor(367.5776, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8511 (0.8635515165917665) | > loader_time: 0.0101 (0.010688764077645758)  --> TIME: 2025-05-12 06:35:20 -- STEP: 212/725 -- GLOBAL_STEP: 410750 | > loss_disc: 2.3532702922821045 (2.191196659263576) | > loss_disc_real_0: 0.1377999484539032 (0.13416658246995128) | > loss_disc_real_1: 0.17528961598873138 (0.18985427817646064) | > loss_disc_real_2: 0.21058784425258636 (0.1875822281921809) | > loss_disc_real_3: 0.2224406898021698 (0.20418186724748255) | > loss_disc_real_4: 0.17835485935211182 (0.19364353290425163) | > loss_disc_real_5: 0.22628822922706604 (0.20781533546605196) | > loss_0: 2.3532702922821045 (2.191196659263576) | > grad_norm_0: tensor(10.1749, device='cuda:0') (tensor(21.6106, device='cuda:0')) | > loss_gen: 2.571812868118286 (2.773484208673799) | > loss_kl: 1.6952602863311768 (1.7253682737080556) | > loss_feat: 6.6986165046691895 (8.315654334032308) | > loss_mel: 11.193289756774902 (12.870473380358714) | > loss_duration: 1.671604871749878 (1.6611831581817482) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.830583572387695 (27.346163281854594) | > grad_norm_1: tensor(242.4873, device='cuda:0') (tensor(362.6084, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.859 (0.8639889719351281) | > loader_time: 0.0098 (0.010605722103478769)  --> TIME: 2025-05-12 06:36:04 -- STEP: 262/725 -- GLOBAL_STEP: 410800 | > loss_disc: 2.182027816772461 (2.18782052238479) | > loss_disc_real_0: 0.1089823767542839 (0.13339161889926157) | > loss_disc_real_1: 0.18543316423892975 (0.18985234070142717) | > loss_disc_real_2: 0.1792537271976471 (0.1877925782713271) | > loss_disc_real_3: 0.2107294201850891 (0.20424579203356316) | > loss_disc_real_4: 0.1990683227777481 (0.19348475883025254) | > loss_disc_real_5: 0.21535982191562653 (0.20742152164910582) | > loss_0: 2.182027816772461 (2.18782052238479) | > grad_norm_0: tensor(21.7555, device='cuda:0') (tensor(21.2412, device='cuda:0')) | > loss_gen: 2.780512571334839 (2.777747944111131) | > loss_kl: 1.6764379739761353 (1.7241841995989093) | > loss_feat: 7.625518321990967 (8.35074191785041) | > loss_mel: 12.205500602722168 (12.911666331400397) | > loss_duration: 1.6875240802764893 (1.6619519941679395) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.975494384765625 (27.426292332074116) | > grad_norm_1: tensor(416.2066, device='cuda:0') (tensor(364.2490, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8951 (0.8640616749989166) | > loader_time: 0.0102 (0.010646777298614265)  --> TIME: 2025-05-12 06:36:49 -- STEP: 312/725 -- GLOBAL_STEP: 410850 | > loss_disc: 2.1271843910217285 (2.191134272859648) | > loss_disc_real_0: 0.09485771507024765 (0.13444577038097066) | > loss_disc_real_1: 0.1897616684436798 (0.18987319776071937) | > loss_disc_real_2: 0.20250265300273895 (0.18782839475151825) | > loss_disc_real_3: 0.21411605179309845 (0.20429220074453416) | > loss_disc_real_4: 0.19860877096652985 (0.19358374226169714) | > loss_disc_real_5: 0.2176419198513031 (0.20800450406013382) | > loss_0: 2.1271843910217285 (2.191134272859648) | > grad_norm_0: tensor(22.7898, device='cuda:0') (tensor(21.4293, device='cuda:0')) | > loss_gen: 2.742253065109253 (2.7728777459034535) | > loss_kl: 1.8368834257125854 (1.7212769083487682) | > loss_feat: 9.188934326171875 (8.31099129487307) | > loss_mel: 13.795793533325195 (12.872363194441185) | > loss_duration: 1.6644911766052246 (1.6610963768683946) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.228355407714844 (27.338605471146405) | > grad_norm_1: tensor(415.8973, device='cuda:0') (tensor(362.5917, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8504 (0.8657524050810398) | > loader_time: 0.01 (0.010616315480990285)  --> TIME: 2025-05-12 06:37:33 -- STEP: 362/725 -- GLOBAL_STEP: 410900 | > loss_disc: 2.2704524993896484 (2.188835659738405) | > loss_disc_real_0: 0.15790168941020966 (0.13410777619201172) | > loss_disc_real_1: 0.22146648168563843 (0.18981386404175776) | > loss_disc_real_2: 0.20767737925052643 (0.18761294289847105) | > loss_disc_real_3: 0.21751056611537933 (0.2042274081986912) | > loss_disc_real_4: 0.21376335620880127 (0.19328823574504808) | > loss_disc_real_5: 0.2346201241016388 (0.20751826098775328) | > loss_0: 2.2704524993896484 (2.188835659738405) | > grad_norm_0: tensor(9.7102, device='cuda:0') (tensor(21.5855, device='cuda:0')) | > loss_gen: 2.855264663696289 (2.7793805935106195) | > loss_kl: 1.829594612121582 (1.722770127143649) | > loss_feat: 7.950878620147705 (8.33868651363731) | > loss_mel: 12.166065216064453 (12.88518274950059) | > loss_duration: 1.6034600734710693 (1.6600658274487237) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.405263900756836 (27.386085773699843) | > grad_norm_1: tensor(280.0043, device='cuda:0') (tensor(366.4143, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8753 (0.8661635653090082) | > loader_time: 0.0103 (0.010589811683359722)  --> TIME: 2025-05-12 06:38:17 -- STEP: 412/725 -- GLOBAL_STEP: 410950 | > loss_disc: 2.2837483882904053 (2.191327574762327) | > loss_disc_real_0: 0.12458957731723785 (0.13418441699835845) | > loss_disc_real_1: 0.1890362650156021 (0.19008279693068802) | > loss_disc_real_2: 0.18291784822940826 (0.18772036318206092) | > loss_disc_real_3: 0.204532191157341 (0.20462789404594783) | > loss_disc_real_4: 0.17322297394275665 (0.19347938526313288) | > loss_disc_real_5: 0.2266397327184677 (0.20770464106960196) | > loss_0: 2.2837483882904053 (2.191327574762327) | > grad_norm_0: tensor(13.8416, device='cuda:0') (tensor(21.3592, device='cuda:0')) | > loss_gen: 2.591625928878784 (2.7734354827010494) | > loss_kl: 1.7452610731124878 (1.7246002109305372) | > loss_feat: 7.732377052307129 (8.322614528600456) | > loss_mel: 13.00579833984375 (12.880982155938751) | > loss_duration: 1.6628789901733398 (1.660395464850861) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.73794174194336 (27.362027802513637) | > grad_norm_1: tensor(162.3235, device='cuda:0') (tensor(361.6054, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8795 (0.8661635581729481) | > loader_time: 0.014 (0.010575226788381924)  --> TIME: 2025-05-12 06:39:01 -- STEP: 462/725 -- GLOBAL_STEP: 411000 | > loss_disc: 2.1932084560394287 (2.190003727163589) | > loss_disc_real_0: 0.1482352614402771 (0.13405161676726798) | > loss_disc_real_1: 0.2038121074438095 (0.1899003408752478) | > loss_disc_real_2: 0.2081998586654663 (0.18758425174595475) | > loss_disc_real_3: 0.18028110265731812 (0.2045722637341652) | > loss_disc_real_4: 0.2037314772605896 (0.19319345350518377) | > loss_disc_real_5: 0.18630872666835785 (0.20766961126229458) | > loss_0: 2.1932084560394287 (2.190003727163589) | > grad_norm_0: tensor(19.8502, device='cuda:0') (tensor(21.1970, device='cuda:0')) | > loss_gen: 2.678443431854248 (2.775153835098463) | > loss_kl: 1.7247546911239624 (1.722085499918306) | > loss_feat: 8.545598983764648 (8.344235180776357) | > loss_mel: 13.879595756530762 (12.898237238714705) | > loss_duration: 1.6712918281555176 (1.6601802077128258) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.499683380126953 (27.39989190287404) | > grad_norm_1: tensor(373.1241, device='cuda:0') (tensor(358.0010, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8126 (0.8655658893254928) | > loader_time: 0.011 (0.010558813165276593) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_411000.pth  --> TIME: 2025-05-12 06:39:47 -- STEP: 512/725 -- GLOBAL_STEP: 411050 | > loss_disc: 2.108961582183838 (2.1918808582704528) | > loss_disc_real_0: 0.14513607323169708 (0.13414264388848085) | > loss_disc_real_1: 0.19830027222633362 (0.19002828016527923) | > loss_disc_real_2: 0.16720682382583618 (0.18783818994415924) | > loss_disc_real_3: 0.18811669945716858 (0.20476863227668218) | > loss_disc_real_4: 0.16470541059970856 (0.1932916016085074) | > loss_disc_real_5: 0.21901635825634003 (0.20793412756756874) | > loss_0: 2.108961582183838 (2.1918808582704528) | > grad_norm_0: tensor(26.5163, device='cuda:0') (tensor(21.0417, device='cuda:0')) | > loss_gen: 2.989381790161133 (2.7740495973266643) | > loss_kl: 1.7508825063705444 (1.7226871848106384) | > loss_feat: 9.34492015838623 (8.337773990817372) | > loss_mel: 13.934450149536133 (12.894039198756218) | > loss_duration: 1.6182711124420166 (1.6607522906269878) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.63790512084961 (27.389302209019657) | > grad_norm_1: tensor(388.2615, device='cuda:0') (tensor(354.2155, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8511 (0.8652653051540256) | > loader_time: 0.0098 (0.010553330648690459)  --> TIME: 2025-05-12 06:40:31 -- STEP: 562/725 -- GLOBAL_STEP: 411100 | > loss_disc: 2.1747679710388184 (2.1929846588402895) | > loss_disc_real_0: 0.15383559465408325 (0.13463451936045565) | > loss_disc_real_1: 0.16907209157943726 (0.19003267763878526) | > loss_disc_real_2: 0.20169015228748322 (0.18777802663447588) | > loss_disc_real_3: 0.18370793759822845 (0.2048088640929117) | > loss_disc_real_4: 0.20906120538711548 (0.19337336305409572) | > loss_disc_real_5: 0.2051139771938324 (0.20801488365779133) | > loss_0: 2.1747679710388184 (2.1929846588402895) | > grad_norm_0: tensor(9.2814, device='cuda:0') (tensor(21.4466, device='cuda:0')) | > loss_gen: 2.858504295349121 (2.774630495661941) | > loss_kl: 1.703608512878418 (1.7207204247708843) | > loss_feat: 8.592103004455566 (8.333047888881376) | > loss_mel: 12.236241340637207 (12.898074535288421) | > loss_duration: 1.630443811416626 (1.6607874708243537) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.02090072631836 (27.387260735671283) | > grad_norm_1: tensor(108.9260, device='cuda:0') (tensor(354.6100, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.9032 (0.8649789883997089) | > loader_time: 0.0105 (0.01051686879154626)  --> TIME: 2025-05-12 06:41:16 -- STEP: 612/725 -- GLOBAL_STEP: 411150 | > loss_disc: 2.174607992172241 (2.1944241993177966) | > loss_disc_real_0: 0.15531176328659058 (0.1346826223181743) | > loss_disc_real_1: 0.19839395582675934 (0.19037362806547703) | > loss_disc_real_2: 0.16608300805091858 (0.18789475859185434) | > loss_disc_real_3: 0.18791230022907257 (0.2048203050846758) | > loss_disc_real_4: 0.2201291024684906 (0.19352249465152338) | > loss_disc_real_5: 0.1879458874464035 (0.20795393684038918) | > loss_0: 2.174607992172241 (2.1944241993177966) | > grad_norm_0: tensor(28.7420, device='cuda:0') (tensor(21.4536, device='cuda:0')) | > loss_gen: 2.7875585556030273 (2.772021266370037) | > loss_kl: 1.7093976736068726 (1.7157657152297443) | > loss_feat: 8.6027193069458 (8.315215195705699) | > loss_mel: 13.162139892578125 (12.87668401431414) | > loss_duration: 1.5968236923217773 (1.6603432860639369) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.858638763427734 (27.340029398600247) | > grad_norm_1: tensor(152.1570, device='cuda:0') (tensor(355.3994, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.838 (0.8658871580572686) | > loader_time: 0.0098 (0.010478445127898575)  --> TIME: 2025-05-12 06:41:59 -- STEP: 662/725 -- GLOBAL_STEP: 411200 | > loss_disc: 2.2410192489624023 (2.1956538781298627) | > loss_disc_real_0: 0.1068994328379631 (0.13478539106393858) | > loss_disc_real_1: 0.20034371316432953 (0.1903781299774741) | > loss_disc_real_2: 0.20932339131832123 (0.18800451692047426) | > loss_disc_real_3: 0.1858677864074707 (0.2049390667559878) | > loss_disc_real_4: 0.19093798100948334 (0.1936557549769426) | > loss_disc_real_5: 0.2261888086795807 (0.20816003126050042) | > loss_0: 2.2410192489624023 (2.1956538781298627) | > grad_norm_0: tensor(13.4267, device='cuda:0') (tensor(21.2914, device='cuda:0')) | > loss_gen: 2.7490673065185547 (2.769406265362511) | > loss_kl: 1.8728452920913696 (1.7159786867231033) | > loss_feat: 8.157820701599121 (8.30134783770744) | > loss_mel: 13.364398956298828 (12.861671610541213) | > loss_duration: 1.6681106090545654 (1.6608329714244954) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.81224250793457 (27.309237313054467) | > grad_norm_1: tensor(359.0742, device='cuda:0') (tensor(351.9065, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8953 (0.8655592703747241) | > loader_time: 0.0103 (0.01042640137168216)  --> TIME: 2025-05-12 06:42:43 -- STEP: 712/725 -- GLOBAL_STEP: 411250 | > loss_disc: 2.148122787475586 (2.197418596804815) | > loss_disc_real_0: 0.1158120185136795 (0.1351063135864861) | > loss_disc_real_1: 0.18092858791351318 (0.19036095901235445) | > loss_disc_real_2: 0.17508192360401154 (0.18809916127180107) | > loss_disc_real_3: 0.17549251019954681 (0.20490373553854704) | > loss_disc_real_4: 0.18009015917778015 (0.1938259429141378) | > loss_disc_real_5: 0.19237706065177917 (0.2083826457474673) | > loss_0: 2.148122787475586 (2.197418596804815) | > grad_norm_0: tensor(13.5963, device='cuda:0') (tensor(21.2726, device='cuda:0')) | > loss_gen: 2.7847747802734375 (2.766841795002477) | > loss_kl: 1.6741013526916504 (1.7161874288923278) | > loss_feat: 7.908079147338867 (8.292457019345155) | > loss_mel: 12.776369094848633 (12.861794254753027) | > loss_duration: 1.6314793825149536 (1.660458168621814) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.774803161621094 (27.297738624422728) | > grad_norm_1: tensor(329.6885, device='cuda:0') (tensor(351.4740, device='cuda:0')) | > current_lr_0: 0.0001878114316886306 | > current_lr_1: 0.0001878114316886306 | > step_time: 0.8343 (0.8655015280407463) | > loader_time: 0.0097 (0.010407692930671607)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2068936824798584 (2.2068936824798584) | > loss_disc_real_0: 0.1674726903438568 (0.1674726903438568) | > loss_disc_real_1: 0.17971348762512207 (0.17971348762512207) | > loss_disc_real_2: 0.20906272530555725 (0.20906272530555725) | > loss_disc_real_3: 0.21853382885456085 (0.21853382885456085) | > loss_disc_real_4: 0.24526989459991455 (0.24526989459991455) | > loss_disc_real_5: 0.2086348980665207 (0.2086348980665207) | > loss_0: 2.2068936824798584 (2.2068936824798584) | > loss_gen: 2.913792848587036 (2.913792848587036) | > loss_kl: 2.0895845890045166 (2.0895845890045166) | > loss_feat: 9.301897048950195 (9.301897048950195) | > loss_mel: 13.95573616027832 (13.95573616027832) | > loss_duration: 1.7338416576385498 (1.7338416576385498) | > loss_1: 29.99485206604004 (29.99485206604004)  --> STEP: 1 | > loss_disc: 2.1941428184509277 (2.1941428184509277) | > loss_disc_real_0: 0.15245671570301056 (0.15245671570301056) | > loss_disc_real_1: 0.18873226642608643 (0.18873226642608643) | > loss_disc_real_2: 0.20764616131782532 (0.20764616131782532) | > loss_disc_real_3: 0.2090156078338623 (0.2090156078338623) | > loss_disc_real_4: 0.21568606793880463 (0.21568606793880463) | > loss_disc_real_5: 0.21448740363121033 (0.21448740363121033) | > loss_0: 2.1941428184509277 (2.1941428184509277) | > loss_gen: 2.7778408527374268 (2.7778408527374268) | > loss_kl: 2.0915796756744385 (2.0915796756744385) | > loss_feat: 8.219149589538574 (8.219149589538574) | > loss_mel: 13.850208282470703 (13.850208282470703) | > loss_duration: 1.8626130819320679 (1.8626130819320679) | > loss_1: 28.801393508911133 (28.801393508911133)  --> STEP: 2 | > loss_disc: 2.205040693283081 (2.1995917558670044) | > loss_disc_real_0: 0.15364862978458405 (0.1530526727437973) | > loss_disc_real_1: 0.19114741683006287 (0.18993984162807465) | > loss_disc_real_2: 0.2044573724269867 (0.206051766872406) | > loss_disc_real_3: 0.2238948494195938 (0.21645522862672806) | > loss_disc_real_4: 0.22577416896820068 (0.22073011845350266) | > loss_disc_real_5: 0.23759490251541138 (0.22604115307331085) | > loss_0: 2.205040693283081 (2.1995917558670044) | > loss_gen: 2.8868277072906494 (2.832334280014038) | > loss_kl: 2.0247251987457275 (2.058152437210083) | > loss_feat: 8.38020133972168 (8.299675464630127) | > loss_mel: 13.887368202209473 (13.868788242340088) | > loss_duration: 1.87031888961792 (1.866465985774994) | > loss_1: 29.049440383911133 (28.925416946411133)  --> STEP: 3 | > loss_disc: 2.340630054473877 (2.2466045220692954) | > loss_disc_real_0: 0.16158880293369293 (0.1558980494737625) | > loss_disc_real_1: 0.19132426381111145 (0.19040131568908691) | > loss_disc_real_2: 0.22922396659851074 (0.21377583344777426) | > loss_disc_real_3: 0.23239408433437347 (0.22176818052927652) | > loss_disc_real_4: 0.23354661464691162 (0.22500228385130563) | > loss_disc_real_5: 0.20850080251693726 (0.22019436955451965) | > loss_0: 2.340630054473877 (2.2466045220692954) | > loss_gen: 2.6325740814208984 (2.765747547149658) | > loss_kl: 2.0560195446014404 (2.057441473007202) | > loss_feat: 7.59683895111084 (8.065396626790365) | > loss_mel: 12.264415740966797 (13.33399740854899) | > loss_duration: 1.8454313278198242 (1.8594544331232707) | > loss_1: 26.395278930664062 (28.082037607828777)  --> STEP: 4 | > loss_disc: 2.0841445922851562 (2.2059895396232605) | > loss_disc_real_0: 0.13101333379745483 (0.1496768705546856) | > loss_disc_real_1: 0.18795770406723022 (0.18979041278362274) | > loss_disc_real_2: 0.20394013822078705 (0.21131690964102745) | > loss_disc_real_3: 0.20770786702632904 (0.21825310215353966) | > loss_disc_real_4: 0.27397871017456055 (0.23724639043211937) | > loss_disc_real_5: 0.21104617416858673 (0.21790732070803642) | > loss_0: 2.0841445922851562 (2.2059895396232605) | > loss_gen: 3.2052276134490967 (2.875617563724518) | > loss_kl: 2.0861265659332275 (2.0646127462387085) | > loss_feat: 10.257704734802246 (8.613473653793335) | > loss_mel: 15.884530067443848 (13.971630573272705) | > loss_duration: 1.8047542572021484 (1.8457793891429901) | > loss_1: 33.23834228515625 (29.371113777160645) --> EVAL PERFORMANCE | > avg_loader_time: 0.3302484154701233 (+0.0017870664596557617) | > avg_loss_disc: 2.2059895396232605 (-0.10398811101913452) | > avg_loss_disc_real_0: 0.1496768705546856 (+0.024526456370949745) | > avg_loss_disc_real_1: 0.18979041278362274 (-0.003260798752307892) | > avg_loss_disc_real_2: 0.21131690964102745 (-0.01377919316291809) | > avg_loss_disc_real_3: 0.21825310215353966 (+0.01870981976389885) | > avg_loss_disc_real_4: 0.23724639043211937 (-0.04984436556696892) | > avg_loss_disc_real_5: 0.21790732070803642 (-0.03485516831278801) | > avg_loss_0: 2.2059895396232605 (-0.10398811101913452) | > avg_loss_gen: 2.875617563724518 (+0.17263174057006836) | > avg_loss_kl: 2.0646127462387085 (+0.013860166072845459) | > avg_loss_feat: 8.613473653793335 (+0.6629805564880371) | > avg_loss_mel: 13.971630573272705 (+0.5161235332489014) | > avg_loss_duration: 1.8457793891429901 (-0.005544751882553101) | > avg_loss_1: 29.371113777160645 (+1.3600506782531738)  > EPOCH: 504/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 06:43:01)   --> TIME: 2025-05-12 06:43:36 -- STEP: 37/725 -- GLOBAL_STEP: 411300 | > loss_disc: 2.210331678390503 (2.205540773030874) | > loss_disc_real_0: 0.11592578887939453 (0.1334552885712804) | > loss_disc_real_1: 0.18811364471912384 (0.19151458667742238) | > loss_disc_real_2: 0.1939566731452942 (0.18828020023333059) | > loss_disc_real_3: 0.19070418179035187 (0.20755749860325376) | > loss_disc_real_4: 0.16723112761974335 (0.1946505807541512) | > loss_disc_real_5: 0.1762920469045639 (0.2149043759784183) | > loss_0: 2.210331678390503 (2.205540773030874) | > grad_norm_0: tensor(9.5721, device='cuda:0') (tensor(20.0836, device='cuda:0')) | > loss_gen: 2.6068572998046875 (2.755722426079415) | > loss_kl: 1.8570122718811035 (1.7151971829904091) | > loss_feat: 8.119156837463379 (8.289814639735864) | > loss_mel: 12.708121299743652 (13.01927865518106) | > loss_duration: 1.6536294221878052 (1.6571294037071433) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.944778442382812 (27.437142294806403) | > grad_norm_1: tensor(242.4739, device='cuda:0') (tensor(330.3488, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8537 (0.8621076377662452) | > loader_time: 0.0104 (0.012181185387276314)  --> TIME: 2025-05-12 06:44:20 -- STEP: 87/725 -- GLOBAL_STEP: 411350 | > loss_disc: 2.1265454292297363 (2.203513164629881) | > loss_disc_real_0: 0.11522891372442245 (0.1337253175590231) | > loss_disc_real_1: 0.18026824295520782 (0.1909313527331955) | > loss_disc_real_2: 0.1739453226327896 (0.18798768314821968) | > loss_disc_real_3: 0.19299030303955078 (0.2068241699331108) | > loss_disc_real_4: 0.19494260847568512 (0.1955608321332383) | > loss_disc_real_5: 0.2202039361000061 (0.21058089209013972) | > loss_0: 2.1265454292297363 (2.203513164629881) | > grad_norm_0: tensor(17.4226, device='cuda:0') (tensor(19.8324, device='cuda:0')) | > loss_gen: 3.04109525680542 (2.7742586245482004) | > loss_kl: 1.790276050567627 (1.7141584569010242) | > loss_feat: 9.082562446594238 (8.365801526212149) | > loss_mel: 13.615140914916992 (13.027626191062488) | > loss_duration: 1.6393266916275024 (1.6590454318057533) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.16840171813965 (27.54089024423183) | > grad_norm_1: tensor(590.0535, device='cuda:0') (tensor(346.4510, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.84 (0.864731363866521) | > loader_time: 0.0129 (0.011790524954083323)  --> TIME: 2025-05-12 06:45:04 -- STEP: 137/725 -- GLOBAL_STEP: 411400 | > loss_disc: 2.047292709350586 (2.2044076606304976) | > loss_disc_real_0: 0.09804612398147583 (0.1356496692356402) | > loss_disc_real_1: 0.16723811626434326 (0.19116346657711225) | > loss_disc_real_2: 0.16861538589000702 (0.18741632584672774) | > loss_disc_real_3: 0.21589680016040802 (0.20603344855952438) | > loss_disc_real_4: 0.17051400244235992 (0.19492048960532582) | > loss_disc_real_5: 0.22193291783332825 (0.20994029177801452) | > loss_0: 2.047292709350586 (2.2044076606304976) | > grad_norm_0: tensor(11.2470, device='cuda:0') (tensor(21.4825, device='cuda:0')) | > loss_gen: 2.905775785446167 (2.778603365821561) | > loss_kl: 1.8956151008605957 (1.7281578927144516) | > loss_feat: 9.01091194152832 (8.362655524789858) | > loss_mel: 13.71042537689209 (12.962917564559158) | > loss_duration: 1.6248031854629517 (1.6599886365180467) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.14752960205078 (27.492322991364194) | > grad_norm_1: tensor(322.6995, device='cuda:0') (tensor(357.0194, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8321 (0.8652454640743507) | > loader_time: 0.0092 (0.011613758811115349)  --> TIME: 2025-05-12 06:45:48 -- STEP: 187/725 -- GLOBAL_STEP: 411450 | > loss_disc: 2.278729200363159 (2.205973551235096) | > loss_disc_real_0: 0.1632360965013504 (0.13522139550211595) | > loss_disc_real_1: 0.1996554136276245 (0.19123102238471495) | > loss_disc_real_2: 0.20282332599163055 (0.1880117663565804) | > loss_disc_real_3: 0.17944706976413727 (0.2059153050662362) | > loss_disc_real_4: 0.2017885446548462 (0.19449040357441827) | > loss_disc_real_5: 0.2189856320619583 (0.21042381577632008) | > loss_0: 2.278729200363159 (2.205973551235096) | > grad_norm_0: tensor(33.5512, device='cuda:0') (tensor(20.9536, device='cuda:0')) | > loss_gen: 2.667713165283203 (2.7645251903941923) | > loss_kl: 1.71448814868927 (1.7328846002007547) | > loss_feat: 8.73630428314209 (8.322539163783278) | > loss_mel: 12.852930068969727 (12.921168597624265) | > loss_duration: 1.6877539157867432 (1.661145597855675) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.659189224243164 (27.402263182369783) | > grad_norm_1: tensor(483.0683, device='cuda:0') (tensor(347.3454, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8518 (0.8648535542309603) | > loader_time: 0.0103 (0.011397658822370723)  --> TIME: 2025-05-12 06:46:33 -- STEP: 237/725 -- GLOBAL_STEP: 411500 | > loss_disc: 2.064983606338501 (2.2001700320827307) | > loss_disc_real_0: 0.1172320544719696 (0.13447226203569368) | > loss_disc_real_1: 0.18513615429401398 (0.19062873689685692) | > loss_disc_real_2: 0.16954538226127625 (0.18731994882917605) | > loss_disc_real_3: 0.17668591439723969 (0.20530119223936702) | > loss_disc_real_4: 0.16444753110408783 (0.19430988454869025) | > loss_disc_real_5: 0.18535864353179932 (0.20981294564305478) | > loss_0: 2.064983606338501 (2.2001700320827307) | > grad_norm_0: tensor(12.2370, device='cuda:0') (tensor(20.9607, device='cuda:0')) | > loss_gen: 3.038964033126831 (2.7674794257441655) | > loss_kl: 1.8429847955703735 (1.7375273407763063) | > loss_feat: 9.4376220703125 (8.35405567829116) | > loss_mel: 13.912345886230469 (12.940028142325486) | > loss_duration: 1.6406759023666382 (1.6608652640998616) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.87259292602539 (27.459955843189096) | > grad_norm_1: tensor(397.3340, device='cuda:0') (tensor(346.6921, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8308 (0.8675880733924576) | > loader_time: 0.0121 (0.011158736949228537)  --> TIME: 2025-05-12 06:47:17 -- STEP: 287/725 -- GLOBAL_STEP: 411550 | > loss_disc: 2.278825521469116 (2.205667204973175) | > loss_disc_real_0: 0.18947343528270721 (0.13625900722546852) | > loss_disc_real_1: 0.21190477907657623 (0.1910795843040486) | > loss_disc_real_2: 0.19673238694667816 (0.18795858520871672) | > loss_disc_real_3: 0.20978885889053345 (0.20501358090585117) | > loss_disc_real_4: 0.2239929884672165 (0.19449073834286332) | > loss_disc_real_5: 0.21833059191703796 (0.20973929607079003) | > loss_0: 2.278825521469116 (2.205667204973175) | > grad_norm_0: tensor(35.5826, device='cuda:0') (tensor(21.7115, device='cuda:0')) | > loss_gen: 2.7617685794830322 (2.7657791347038465) | > loss_kl: 1.6716651916503906 (1.7345079137888513) | > loss_feat: 7.885172367095947 (8.303913460375957) | > loss_mel: 12.511134147644043 (12.916343153976811) | > loss_duration: 1.6911160945892334 (1.661052754531754) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.520854949951172 (27.381596409069957) | > grad_norm_1: tensor(569.6558, device='cuda:0') (tensor(354.5699, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8199 (0.8662227255126741) | > loader_time: 0.0094 (0.011043747127679167)  --> TIME: 2025-05-12 06:48:01 -- STEP: 337/725 -- GLOBAL_STEP: 411600 | > loss_disc: 2.046680450439453 (2.20409842839227) | > loss_disc_real_0: 0.15097063779830933 (0.1360497554924438) | > loss_disc_real_1: 0.1804240494966507 (0.19109545497759864) | > loss_disc_real_2: 0.14895474910736084 (0.18808335406313315) | > loss_disc_real_3: 0.18453055620193481 (0.20467965795661291) | > loss_disc_real_4: 0.1805541068315506 (0.19416250743922564) | > loss_disc_real_5: 0.2143118679523468 (0.20950678247372545) | > loss_0: 2.046680450439453 (2.20409842839227) | > grad_norm_0: tensor(22.7116, device='cuda:0') (tensor(21.6946, device='cuda:0')) | > loss_gen: 2.9871115684509277 (2.764084150953887) | > loss_kl: 1.7807989120483398 (1.7300751272931647) | > loss_feat: 10.061592102050781 (8.304391231310474) | > loss_mel: 14.441915512084961 (12.900867289534665) | > loss_duration: 1.656189203262329 (1.6600779206533454) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.9276065826416 (27.35949565536545) | > grad_norm_1: tensor(481.2113, device='cuda:0') (tensor(358.4661, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.9052 (0.8669270966810005) | > loader_time: 0.0103 (0.01096736005222762)  --> TIME: 2025-05-12 06:48:45 -- STEP: 387/725 -- GLOBAL_STEP: 411650 | > loss_disc: 2.3351666927337646 (2.2029834803992787) | > loss_disc_real_0: 0.18094058334827423 (0.13570684766353563) | > loss_disc_real_1: 0.21812529861927032 (0.1907405474389246) | > loss_disc_real_2: 0.2024056613445282 (0.18799222216433645) | > loss_disc_real_3: 0.2123289853334427 (0.2046227527912273) | > loss_disc_real_4: 0.18916957080364227 (0.1941008764952036) | > loss_disc_real_5: 0.2313348799943924 (0.20979260062216482) | > loss_0: 2.3351666927337646 (2.2029834803992787) | > grad_norm_0: tensor(25.1299, device='cuda:0') (tensor(21.5475, device='cuda:0')) | > loss_gen: 2.6613359451293945 (2.765747346311269) | > loss_kl: 1.7133257389068604 (1.7302018071329868) | > loss_feat: 6.820825099945068 (8.304054102540325) | > loss_mel: 10.981313705444336 (12.906904378294639) | > loss_duration: 1.7387099266052246 (1.660126169830637) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.915510177612305 (27.367033734186062) | > grad_norm_1: tensor(370.7401, device='cuda:0') (tensor(359.6554, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8638 (0.8668624898876023) | > loader_time: 0.0109 (0.010873466191057703)  --> TIME: 2025-05-12 06:49:29 -- STEP: 437/725 -- GLOBAL_STEP: 411700 | > loss_disc: 2.308720827102661 (2.2031532054089302) | > loss_disc_real_0: 0.14047256112098694 (0.13558976157851843) | > loss_disc_real_1: 0.17421118915081024 (0.19075829305556052) | > loss_disc_real_2: 0.19413255155086517 (0.18799626554449858) | > loss_disc_real_3: 0.20522408187389374 (0.20473037714679945) | > loss_disc_real_4: 0.1806451827287674 (0.1941710931485523) | > loss_disc_real_5: 0.22014407813549042 (0.2097285152572789) | > loss_0: 2.308720827102661 (2.2031532054089302) | > grad_norm_0: tensor(15.2472, device='cuda:0') (tensor(21.4402, device='cuda:0')) | > loss_gen: 2.543083429336548 (2.7651064957852225) | > loss_kl: 1.6831684112548828 (1.726812217819336) | > loss_feat: 6.993424415588379 (8.288933221480937) | > loss_mel: 11.492600440979004 (12.875327538025463) | > loss_duration: 1.6274033784866333 (1.6598171061181908) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.339679718017578 (27.315996519215325) | > grad_norm_1: tensor(364.9508, device='cuda:0') (tensor(361.1155, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8953 (0.8664694498005393) | > loader_time: 0.0098 (0.010791843488505558)  --> TIME: 2025-05-12 06:50:13 -- STEP: 487/725 -- GLOBAL_STEP: 411750 | > loss_disc: 2.242117404937744 (2.2030619992367795) | > loss_disc_real_0: 0.1233007162809372 (0.13547817300966883) | > loss_disc_real_1: 0.1938912570476532 (0.19057462619927382) | > loss_disc_real_2: 0.2017509937286377 (0.18812270107577717) | > loss_disc_real_3: 0.2309523969888687 (0.20506000185282078) | > loss_disc_real_4: 0.20366601645946503 (0.194164484876994) | > loss_disc_real_5: 0.21151044964790344 (0.20951609521553502) | > loss_0: 2.242117404937744 (2.2030619992367795) | > grad_norm_0: tensor(8.4837, device='cuda:0') (tensor(21.6053, device='cuda:0')) | > loss_gen: 2.751844644546509 (2.7671314646820764) | > loss_kl: 1.597385287284851 (1.7282382090723243) | > loss_feat: 8.130210876464844 (8.291672832912) | > loss_mel: 12.189102172851562 (12.872463931293215) | > loss_duration: 1.6438262462615967 (1.6598802366785441) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.312368392944336 (27.319386625192006) | > grad_norm_1: tensor(362.2649, device='cuda:0') (tensor(365.0221, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8397 (0.8663362355202865) | > loader_time: 0.0129 (0.01073233939294208)  --> TIME: 2025-05-12 06:50:57 -- STEP: 537/725 -- GLOBAL_STEP: 411800 | > loss_disc: 2.1129186153411865 (2.2048089504241952) | > loss_disc_real_0: 0.11869476735591888 (0.13557685444086404) | > loss_disc_real_1: 0.18218640983104706 (0.1907974136108792) | > loss_disc_real_2: 0.1662139892578125 (0.18837600768833412) | > loss_disc_real_3: 0.1969083845615387 (0.20505322757379965) | > loss_disc_real_4: 0.1524059921503067 (0.1942659549179246) | > loss_disc_real_5: 0.19497910141944885 (0.2095353570341842) | > loss_0: 2.1129186153411865 (2.2048089504241952) | > grad_norm_0: tensor(12.9162, device='cuda:0') (tensor(21.7389, device='cuda:0')) | > loss_gen: 2.9049904346466064 (2.764386542904533) | > loss_kl: 1.5060194730758667 (1.7258200379057302) | > loss_feat: 9.087556838989258 (8.273042137174414) | > loss_mel: 13.624488830566406 (12.868496727899023) | > loss_duration: 1.6723419427871704 (1.6604519696209017) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.795398712158203 (27.292197385535786) | > grad_norm_1: tensor(181.7767, device='cuda:0') (tensor(366.8673, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8639 (0.8661474826393625) | > loader_time: 0.01 (0.010717467444791032)  --> TIME: 2025-05-12 06:51:41 -- STEP: 587/725 -- GLOBAL_STEP: 411850 | > loss_disc: 2.2417349815368652 (2.2040957994314847) | > loss_disc_real_0: 0.11216314882040024 (0.13543806631225946) | > loss_disc_real_1: 0.18598683178424835 (0.19059173727258893) | > loss_disc_real_2: 0.2292192131280899 (0.1885692678531554) | > loss_disc_real_3: 0.2097598761320114 (0.20495801361902816) | > loss_disc_real_4: 0.21221572160720825 (0.19432995316066362) | > loss_disc_real_5: 0.2151091992855072 (0.20967773968763206) | > loss_0: 2.2417349815368652 (2.2040957994314847) | > grad_norm_0: tensor(19.0849, device='cuda:0') (tensor(21.4855, device='cuda:0')) | > loss_gen: 2.6594855785369873 (2.7661192437453024) | > loss_kl: 1.7444372177124023 (1.7261470014029505) | > loss_feat: 8.529641151428223 (8.29150155699436) | > loss_mel: 13.856215476989746 (12.893719634164954) | > loss_duration: 1.6383248567581177 (1.6599654178603138) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.428104400634766 (27.337452828376424) | > grad_norm_1: tensor(310.8032, device='cuda:0') (tensor(359.8598, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8763 (0.8667133427153658) | > loader_time: 0.0097 (0.0106746695516869)  --> TIME: 2025-05-12 06:52:25 -- STEP: 637/725 -- GLOBAL_STEP: 411900 | > loss_disc: 2.103276014328003 (2.2043807704931546) | > loss_disc_real_0: 0.11318791657686234 (0.13538251474523097) | > loss_disc_real_1: 0.15052370727062225 (0.19051355273233275) | > loss_disc_real_2: 0.16177012026309967 (0.1884568579483259) | > loss_disc_real_3: 0.17672865092754364 (0.20485556963100163) | > loss_disc_real_4: 0.18407504260540009 (0.19445785761955567) | > loss_disc_real_5: 0.16190727055072784 (0.2097946202829831) | > loss_0: 2.103276014328003 (2.2043807704931546) | > grad_norm_0: tensor(19.1123, device='cuda:0') (tensor(20.9925, device='cuda:0')) | > loss_gen: 2.9799036979675293 (2.7638564053659747) | > loss_kl: 1.6605892181396484 (1.7253990781550506) | > loss_feat: 10.020054817199707 (8.287279757076009) | > loss_mel: 14.90043830871582 (12.897015305104404) | > loss_duration: 1.6153335571289062 (1.6600110633781229) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.176319122314453 (27.333561578388306) | > grad_norm_1: tensor(227.8177, device='cuda:0') (tensor(351.1805, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8625 (0.8668829926890519) | > loader_time: 0.0107 (0.010625848590485525)  --> TIME: 2025-05-12 06:53:09 -- STEP: 687/725 -- GLOBAL_STEP: 411950 | > loss_disc: 2.392991542816162 (2.2050158309450674) | > loss_disc_real_0: 0.22122302651405334 (0.13557317225042909) | > loss_disc_real_1: 0.1867556869983673 (0.19063886334195035) | > loss_disc_real_2: 0.20824046432971954 (0.1886011780262689) | > loss_disc_real_3: 0.2301032990217209 (0.20498127467507357) | > loss_disc_real_4: 0.22181031107902527 (0.1944797848618359) | > loss_disc_real_5: 0.18819072842597961 (0.20984111901974573) | > loss_0: 2.392991542816162 (2.2050158309450674) | > grad_norm_0: tensor(29.5339, device='cuda:0') (tensor(21.1548, device='cuda:0')) | > loss_gen: 2.40548038482666 (2.764564873696761) | > loss_kl: 1.5731544494628906 (1.7245250176828153) | > loss_feat: 6.838698863983154 (8.291597859828245) | > loss_mel: 10.715932846069336 (12.899417042905766) | > loss_duration: 1.6704214811325073 (1.659968407740586) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.203689575195312 (27.34007318432848) | > grad_norm_1: tensor(354.7248, device='cuda:0') (tensor(352.3994, device='cuda:0')) | > current_lr_0: 0.0001877879552596695 | > current_lr_1: 0.0001877879552596695 | > step_time: 0.8665 (0.8661386435729448) | > loader_time: 0.0101 (0.010574696886487402)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3270750045776367 (2.3270750045776367) | > loss_disc_real_0: 0.12231606245040894 (0.12231606245040894) | > loss_disc_real_1: 0.19364134967327118 (0.19364134967327118) | > loss_disc_real_2: 0.21175236999988556 (0.21175236999988556) | > loss_disc_real_3: 0.24624381959438324 (0.24624381959438324) | > loss_disc_real_4: 0.21748097240924835 (0.21748097240924835) | > loss_disc_real_5: 0.2805073857307434 (0.2805073857307434) | > loss_0: 2.3270750045776367 (2.3270750045776367) | > loss_gen: 2.653120756149292 (2.653120756149292) | > loss_kl: 2.129688024520874 (2.129688024520874) | > loss_feat: 8.498124122619629 (8.498124122619629) | > loss_mel: 13.81826114654541 (13.81826114654541) | > loss_duration: 1.7343206405639648 (1.7343206405639648) | > loss_1: 28.833515167236328 (28.833515167236328)  --> STEP: 1 | > loss_disc: 2.3048782348632812 (2.3048782348632812) | > loss_disc_real_0: 0.13216330111026764 (0.13216330111026764) | > loss_disc_real_1: 0.18634146451950073 (0.18634146451950073) | > loss_disc_real_2: 0.20256775617599487 (0.20256775617599487) | > loss_disc_real_3: 0.23363153636455536 (0.23363153636455536) | > loss_disc_real_4: 0.20173612236976624 (0.20173612236976624) | > loss_disc_real_5: 0.2737303674221039 (0.2737303674221039) | > loss_0: 2.3048782348632812 (2.3048782348632812) | > loss_gen: 2.690354347229004 (2.690354347229004) | > loss_kl: 2.2093300819396973 (2.2093300819396973) | > loss_feat: 9.145610809326172 (9.145610809326172) | > loss_mel: 14.813393592834473 (14.813393592834473) | > loss_duration: 1.8472439050674438 (1.8472439050674438) | > loss_1: 30.7059326171875 (30.7059326171875)  --> STEP: 2 | > loss_disc: 2.2682058811187744 (2.286542057991028) | > loss_disc_real_0: 0.1421961784362793 (0.13717973977327347) | > loss_disc_real_1: 0.19734525680541992 (0.19184336066246033) | > loss_disc_real_2: 0.19966213405132294 (0.2011149451136589) | > loss_disc_real_3: 0.223033145070076 (0.22833234071731567) | > loss_disc_real_4: 0.18291975557804108 (0.19232793897390366) | > loss_disc_real_5: 0.27459007501602173 (0.2741602212190628) | > loss_0: 2.2682058811187744 (2.286542057991028) | > loss_gen: 2.5965652465820312 (2.6434597969055176) | > loss_kl: 2.0056235790252686 (2.107476830482483) | > loss_feat: 8.193757057189941 (8.669683933258057) | > loss_mel: 13.592361450195312 (14.202877521514893) | > loss_duration: 1.9006881713867188 (1.8739660382270813) | > loss_1: 28.28899574279785 (29.497464179992676)  --> STEP: 3 | > loss_disc: 2.3730342388153076 (2.3153727849324546) | > loss_disc_real_0: 0.12741126120090485 (0.1339235802491506) | > loss_disc_real_1: 0.205061137676239 (0.19624928633371988) | > loss_disc_real_2: 0.19351725280284882 (0.19858238101005554) | > loss_disc_real_3: 0.25368890166282654 (0.23678452769915262) | > loss_disc_real_4: 0.2043723165988922 (0.1963427315155665) | > loss_disc_real_5: 0.2745681405067444 (0.27429619431495667) | > loss_0: 2.3730342388153076 (2.3153727849324546) | > loss_gen: 2.540966272354126 (2.6092952887217202) | > loss_kl: 2.058624267578125 (2.091192642847697) | > loss_feat: 8.630249977111816 (8.65653928120931) | > loss_mel: 13.45383071899414 (13.953195254007975) | > loss_duration: 1.85016667842865 (1.8660329182942708) | > loss_1: 28.533836364746094 (29.176254908243816)  --> STEP: 4 | > loss_disc: 2.280299425125122 (2.3066044449806213) | > loss_disc_real_0: 0.12931084632873535 (0.13277039676904678) | > loss_disc_real_1: 0.2099033147096634 (0.19966279342770576) | > loss_disc_real_2: 0.17993393540382385 (0.19392026960849762) | > loss_disc_real_3: 0.22559107840061188 (0.23398616537451744) | > loss_disc_real_4: 0.18806520104408264 (0.19427334889769554) | > loss_disc_real_5: 0.27858808636665344 (0.27536916732788086) | > loss_0: 2.280299425125122 (2.3066044449806213) | > loss_gen: 2.5532259941101074 (2.595277965068817) | > loss_kl: 1.8254222869873047 (2.024750053882599) | > loss_feat: 7.470237731933594 (8.35996389389038) | > loss_mel: 13.171172142028809 (13.757689476013184) | > loss_duration: 1.7943711280822754 (1.848117470741272) | > loss_1: 26.814428329467773 (28.585798263549805) --> EVAL PERFORMANCE | > avg_loader_time: 0.3260959982872009 (-0.004152417182922363) | > avg_loss_disc: 2.3066044449806213 (+0.10061490535736084) | > avg_loss_disc_real_0: 0.13277039676904678 (-0.01690647378563881) | > avg_loss_disc_real_1: 0.19966279342770576 (+0.009872380644083023) | > avg_loss_disc_real_2: 0.19392026960849762 (-0.01739664003252983) | > avg_loss_disc_real_3: 0.23398616537451744 (+0.015733063220977783) | > avg_loss_disc_real_4: 0.19427334889769554 (-0.04297304153442383) | > avg_loss_disc_real_5: 0.27536916732788086 (+0.05746184661984444) | > avg_loss_0: 2.3066044449806213 (+0.10061490535736084) | > avg_loss_gen: 2.595277965068817 (-0.2803395986557007) | > avg_loss_kl: 2.024750053882599 (-0.03986269235610962) | > avg_loss_feat: 8.35996389389038 (-0.2535097599029541) | > avg_loss_mel: 13.757689476013184 (-0.21394109725952148) | > avg_loss_duration: 1.848117470741272 (+0.0023380815982818604) | > avg_loss_1: 28.585798263549805 (-0.7853155136108398)  > EPOCH: 505/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 06:53:49)   --> TIME: 2025-05-12 06:54:01 -- STEP: 12/725 -- GLOBAL_STEP: 412000 | > loss_disc: 2.2449138164520264 (2.2284276485443115) | > loss_disc_real_0: 0.16875866055488586 (0.14485210366547108) | > loss_disc_real_1: 0.21405981481075287 (0.19041520481308302) | > loss_disc_real_2: 0.2021215409040451 (0.19714413459102312) | > loss_disc_real_3: 0.20358040928840637 (0.20109535629550615) | > loss_disc_real_4: 0.19889254868030548 (0.19468462963898978) | > loss_disc_real_5: 0.2380601465702057 (0.21259779731432596) | > loss_0: 2.2449138164520264 (2.2284276485443115) | > grad_norm_0: tensor(32.3963, device='cuda:0') (tensor(26.0131, device='cuda:0')) | > loss_gen: 2.739523410797119 (2.7518953680992126) | > loss_kl: 1.7792398929595947 (1.8075501322746277) | > loss_feat: 8.03243637084961 (7.991618355115254) | > loss_mel: 12.912339210510254 (12.781313419342041) | > loss_duration: 1.6895396709442139 (1.6601610481739044) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.153076171875 (26.992538611094158) | > grad_norm_1: tensor(415.6509, device='cuda:0') (tensor(376.5702, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8558 (0.8474166591962179) | > loader_time: 0.0096 (0.010992745558420816) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_412000.pth  --> TIME: 2025-05-12 06:54:48 -- STEP: 62/725 -- GLOBAL_STEP: 412050 | > loss_disc: 2.186185836791992 (2.1947828838902144) | > loss_disc_real_0: 0.15670660138130188 (0.1355823773530221) | > loss_disc_real_1: 0.1953894942998886 (0.1894022774311804) | > loss_disc_real_2: 0.18436990678310394 (0.1888631815391202) | > loss_disc_real_3: 0.20336343348026276 (0.2031097839916906) | > loss_disc_real_4: 0.1896851360797882 (0.19327738304292003) | > loss_disc_real_5: 0.2037385106086731 (0.20773805413515337) | > loss_0: 2.186185836791992 (2.1947828838902144) | > grad_norm_0: tensor(16.8638, device='cuda:0') (tensor(21.5724, device='cuda:0')) | > loss_gen: 2.746598482131958 (2.7805220273233235) | > loss_kl: 1.664167881011963 (1.7274129121534285) | > loss_feat: 7.895822048187256 (8.331217935008386) | > loss_mel: 12.764384269714355 (12.935318931456536) | > loss_duration: 1.6988569498062134 (1.6561409004272953) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.76983070373535 (27.43061290248748) | > grad_norm_1: tensor(318.3112, device='cuda:0') (tensor(340.7125, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8627 (0.8744234385028962) | > loader_time: 0.0102 (0.010753231663857736)  --> TIME: 2025-05-12 06:55:33 -- STEP: 112/725 -- GLOBAL_STEP: 412100 | > loss_disc: 2.1729187965393066 (2.189881544028011) | > loss_disc_real_0: 0.19426842033863068 (0.13441734262076874) | > loss_disc_real_1: 0.19025196135044098 (0.1891935711194362) | > loss_disc_real_2: 0.17537838220596313 (0.18789065469588553) | > loss_disc_real_3: 0.19903536140918732 (0.2034356423786708) | > loss_disc_real_4: 0.16269619762897491 (0.19385419785976404) | > loss_disc_real_5: 0.23272046446800232 (0.20705492421984673) | > loss_0: 2.1729187965393066 (2.189881544028011) | > grad_norm_0: tensor(28.5111, device='cuda:0') (tensor(22.8938, device='cuda:0')) | > loss_gen: 2.8935647010803223 (2.796955896275384) | > loss_kl: 1.6442193984985352 (1.70426145195961) | > loss_feat: 8.741314888000488 (8.352950730494092) | > loss_mel: 13.359773635864258 (12.949395409652166) | > loss_duration: 1.6561055183410645 (1.6601203658751078) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.29497718811035 (27.46368392876216) | > grad_norm_1: tensor(349.3860, device='cuda:0') (tensor(364.4869, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8484 (0.8723498923437936) | > loader_time: 0.0095 (0.01063382625579834)  --> TIME: 2025-05-12 06:56:17 -- STEP: 162/725 -- GLOBAL_STEP: 412150 | > loss_disc: 2.28902268409729 (2.1883737915827917) | > loss_disc_real_0: 0.11248228698968887 (0.13502484610603183) | > loss_disc_real_1: 0.181852325797081 (0.18857429194965486) | > loss_disc_real_2: 0.20432522892951965 (0.18725202618925663) | > loss_disc_real_3: 0.20969529449939728 (0.2033699807009579) | > loss_disc_real_4: 0.21150879561901093 (0.19337648466045473) | > loss_disc_real_5: 0.2191881686449051 (0.2072466786628888) | > loss_0: 2.28902268409729 (2.1883737915827917) | > grad_norm_0: tensor(17.6469, device='cuda:0') (tensor(22.1491, device='cuda:0')) | > loss_gen: 2.713118553161621 (2.793592366171471) | > loss_kl: 1.8279016017913818 (1.695327897866567) | > loss_feat: 8.093486785888672 (8.382434724289691) | > loss_mel: 13.274444580078125 (12.950620857285864) | > loss_duration: 1.619096279144287 (1.6602824948452137) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.528047561645508 (27.482258408157914) | > grad_norm_1: tensor(158.1141, device='cuda:0') (tensor(356.9129, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8624 (0.8695196163507155) | > loader_time: 0.0106 (0.010610863014503761)  --> TIME: 2025-05-12 06:57:01 -- STEP: 212/725 -- GLOBAL_STEP: 412200 | > loss_disc: 2.3270883560180664 (2.1867532488310126) | > loss_disc_real_0: 0.14562492072582245 (0.13508413268147784) | > loss_disc_real_1: 0.20340339839458466 (0.18894183284269195) | > loss_disc_real_2: 0.1999000459909439 (0.18714255347566788) | > loss_disc_real_3: 0.2011106014251709 (0.20317058855632567) | > loss_disc_real_4: 0.23008973896503448 (0.19296801877471637) | > loss_disc_real_5: 0.2208780199289322 (0.20770777586214947) | > loss_0: 2.3270883560180664 (2.1867532488310126) | > grad_norm_0: tensor(7.9198, device='cuda:0') (tensor(21.2303, device='cuda:0')) | > loss_gen: 2.506427764892578 (2.7918126954222626) | > loss_kl: 1.7038235664367676 (1.6989414753778926) | > loss_feat: 7.099918842315674 (8.408750619528423) | > loss_mel: 10.150985717773438 (12.98933404346682) | > loss_duration: 1.673177719116211 (1.6605032699288063) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.13433265686035 (27.549342110471905) | > grad_norm_1: tensor(256.7997, device='cuda:0') (tensor(353.0390, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8586 (0.8695431711538782) | > loader_time: 0.0105 (0.010643105461912331)  --> TIME: 2025-05-12 06:57:45 -- STEP: 262/725 -- GLOBAL_STEP: 412250 | > loss_disc: 2.220323324203491 (2.1926103034092286) | > loss_disc_real_0: 0.10238727927207947 (0.1355016602928403) | > loss_disc_real_1: 0.17355479300022125 (0.18939396869817768) | > loss_disc_real_2: 0.18926599621772766 (0.18716947046172527) | > loss_disc_real_3: 0.1915648877620697 (0.20400025178002948) | > loss_disc_real_4: 0.1693628430366516 (0.19345171476593453) | > loss_disc_real_5: 0.17494931817054749 (0.20760496774020085) | > loss_0: 2.220323324203491 (2.1926103034092286) | > grad_norm_0: tensor(13.9097, device='cuda:0') (tensor(20.6766, device='cuda:0')) | > loss_gen: 2.683619737625122 (2.7820824357389493) | > loss_kl: 1.7672154903411865 (1.7033425428485143) | > loss_feat: 7.914300918579102 (8.36850763459242) | > loss_mel: 11.228461265563965 (12.941926111701791) | > loss_duration: 1.6612050533294678 (1.6611305061187454) | > amp_scaler: 512.0 (266.7480916030534) | > loss_1: 25.254802703857422 (27.456989266490208) | > grad_norm_1: tensor(417.3947, device='cuda:0') (tensor(344.0777, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.9016 (0.8678243951943084) | > loader_time: 0.0098 (0.01051462970617163)  --> TIME: 2025-05-12 06:58:29 -- STEP: 312/725 -- GLOBAL_STEP: 412300 | > loss_disc: 2.2787137031555176 (2.1935866089203424) | > loss_disc_real_0: 0.10782618820667267 (0.13569641108505248) | > loss_disc_real_1: 0.1656874567270279 (0.18937904187119928) | > loss_disc_real_2: 0.1967269778251648 (0.18731839037858525) | > loss_disc_real_3: 0.21525883674621582 (0.20416667775656924) | > loss_disc_real_4: 0.21595215797424316 (0.1937183544326287) | > loss_disc_real_5: 0.2115410715341568 (0.20779917618403063) | > loss_0: 2.2787137031555176 (2.1935866089203424) | > grad_norm_0: tensor(27.7020, device='cuda:0') (tensor(20.6681, device='cuda:0')) | > loss_gen: 2.586170196533203 (2.7792179462237234) | > loss_kl: 1.669946551322937 (1.7097816054637627) | > loss_feat: 8.374310493469238 (8.35104665389428) | > loss_mel: 12.869267463684082 (12.934819359045761) | > loss_duration: 1.6570982933044434 (1.6601565652168715) | > amp_scaler: 512.0 (306.051282051282) | > loss_1: 27.15679359436035 (27.43502217072708) | > grad_norm_1: tensor(376.5732, device='cuda:0') (tensor(346.3980, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8461 (0.8671072056660285) | > loader_time: 0.0101 (0.01045324022953327)  --> TIME: 2025-05-12 06:59:13 -- STEP: 362/725 -- GLOBAL_STEP: 412350 | > loss_disc: 2.3125081062316895 (2.1972565311753303) | > loss_disc_real_0: 0.1790599375963211 (0.1364498732827646) | > loss_disc_real_1: 0.20120234787464142 (0.18959361487659968) | > loss_disc_real_2: 0.22195568680763245 (0.18769595232787062) | > loss_disc_real_3: 0.2525230944156647 (0.20425046725167745) | > loss_disc_real_4: 0.23103103041648865 (0.19389482159476246) | > loss_disc_real_5: 0.23947414755821228 (0.20802252406244115) | > loss_0: 2.3125081062316895 (2.1972565311753303) | > grad_norm_0: tensor(33.1180, device='cuda:0') (tensor(20.7297, device='cuda:0')) | > loss_gen: 2.759408473968506 (2.7743180015469133) | > loss_kl: 1.7980769872665405 (1.710403514171833) | > loss_feat: 7.809626579284668 (8.317153880609329) | > loss_mel: 12.102157592773438 (12.90234087843921) | > loss_duration: 1.6324348449707031 (1.6589328488592285) | > amp_scaler: 512.0 (334.4972375690604) | > loss_1: 26.10170555114746 (27.363149168741646) | > grad_norm_1: tensor(508.0867, device='cuda:0') (tensor(345.0201, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.877 (0.8672968109668289) | > loader_time: 0.0099 (0.010396846750164562)  --> TIME: 2025-05-12 06:59:57 -- STEP: 412/725 -- GLOBAL_STEP: 412400 | > loss_disc: 2.246737480163574 (2.2001847373050376) | > loss_disc_real_0: 0.13538320362567902 (0.13647156487246162) | > loss_disc_real_1: 0.19738277792930603 (0.19030395768655164) | > loss_disc_real_2: 0.2051585465669632 (0.18816048970210905) | > loss_disc_real_3: 0.2140219658613205 (0.20439628801010182) | > loss_disc_real_4: 0.2094903588294983 (0.19418251055102898) | > loss_disc_real_5: 0.23392446339130402 (0.20792950903183044) | > loss_0: 2.246737480163574 (2.2001847373050376) | > grad_norm_0: tensor(30.4946, device='cuda:0') (tensor(21.1931, device='cuda:0')) | > loss_gen: 2.716503143310547 (2.772649527753442) | > loss_kl: 1.6599632501602173 (1.7129291978854586) | > loss_feat: 8.380451202392578 (8.296887360730224) | > loss_mel: 12.273042678833008 (12.875038908523262) | > loss_duration: 1.677704095840454 (1.6590913921883963) | > amp_scaler: 512.0 (356.038834951456) | > loss_1: 26.707664489746094 (27.316596401547933) | > grad_norm_1: tensor(486.3611, device='cuda:0') (tensor(350.6870, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.876 (0.8680622369340323) | > loader_time: 0.0095 (0.010356566859680469)  --> TIME: 2025-05-12 07:00:41 -- STEP: 462/725 -- GLOBAL_STEP: 412450 | > loss_disc: 2.314754009246826 (2.20002665948042) | > loss_disc_real_0: 0.13472503423690796 (0.13647083022119666) | > loss_disc_real_1: 0.19538407027721405 (0.19024973098204773) | > loss_disc_real_2: 0.20501649379730225 (0.18804700211400083) | > loss_disc_real_3: 0.18507522344589233 (0.20440981566131883) | > loss_disc_real_4: 0.17862676084041595 (0.1939669882322286) | > loss_disc_real_5: 0.22806304693222046 (0.20812364967612473) | > loss_0: 2.314754009246826 (2.20002665948042) | > grad_norm_0: tensor(10.9538, device='cuda:0') (tensor(21.0409, device='cuda:0')) | > loss_gen: 2.68449330329895 (2.7733719214732524) | > loss_kl: 1.8227052688598633 (1.7166445164969482) | > loss_feat: 7.684046745300293 (8.305956600032328) | > loss_mel: 12.07586669921875 (12.889279778385573) | > loss_duration: 1.6869655847549438 (1.6591144100928203) | > amp_scaler: 512.0 (372.91774891774867) | > loss_1: 25.954078674316406 (27.344367254348036) | > grad_norm_1: tensor(140.5791, device='cuda:0') (tensor(350.3077, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8224 (0.8671335374122058) | > loader_time: 0.0128 (0.010291328161825862)  --> TIME: 2025-05-12 07:01:25 -- STEP: 512/725 -- GLOBAL_STEP: 412500 | > loss_disc: 2.1749672889709473 (2.199887034250422) | > loss_disc_real_0: 0.11784817278385162 (0.13603003526804958) | > loss_disc_real_1: 0.19307631254196167 (0.1904333860147745) | > loss_disc_real_2: 0.17111645638942719 (0.18834910570876678) | > loss_disc_real_3: 0.16860967874526978 (0.20432361794519233) | > loss_disc_real_4: 0.1904924511909485 (0.19410818355390796) | > loss_disc_real_5: 0.2174444943666458 (0.2082834555476438) | > loss_0: 2.1749672889709473 (2.199887034250422) | > grad_norm_0: tensor(8.2747, device='cuda:0') (tensor(20.7957, device='cuda:0')) | > loss_gen: 2.7596311569213867 (2.7722054203040907) | > loss_kl: 1.817516803741455 (1.7183287316001958) | > loss_feat: 8.259639739990234 (8.30388430412859) | > loss_mel: 12.962586402893066 (12.902839317917822) | > loss_duration: 1.6111581325531006 (1.659768164390698) | > amp_scaler: 512.0 (386.4999999999998) | > loss_1: 27.410531997680664 (27.35702598094941) | > grad_norm_1: tensor(147.1549, device='cuda:0') (tensor(343.1635, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8692 (0.8669008477590978) | > loader_time: 0.0097 (0.010274953208863732)  --> TIME: 2025-05-12 07:02:09 -- STEP: 562/725 -- GLOBAL_STEP: 412550 | > loss_disc: 2.1124367713928223 (2.1983523506710942) | > loss_disc_real_0: 0.19263231754302979 (0.1359230872919762) | > loss_disc_real_1: 0.16821487247943878 (0.19022211657830412) | > loss_disc_real_2: 0.1825045794248581 (0.18817179554616012) | > loss_disc_real_3: 0.2152736485004425 (0.20423212485699466) | > loss_disc_real_4: 0.17113210260868073 (0.19391164149147752) | > loss_disc_real_5: 0.20505979657173157 (0.20829887624525092) | > loss_0: 2.1124367713928223 (2.1983523506710942) | > grad_norm_0: tensor(45.2056, device='cuda:0') (tensor(20.8071, device='cuda:0')) | > loss_gen: 2.888622283935547 (2.7734270303699056) | > loss_kl: 1.7485562562942505 (1.7245697612440043) | > loss_feat: 9.607117652893066 (8.31567566929339) | > loss_mel: 13.135689735412598 (12.914837314564984) | > loss_duration: 1.6423225402832031 (1.659854444108399) | > amp_scaler: 512.0 (397.66548042704625) | > loss_1: 29.022308349609375 (27.3883642590343) | > grad_norm_1: tensor(440.5798, device='cuda:0') (tensor(342.1152, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.9025 (0.8662835172911129) | > loader_time: 0.0096 (0.010251520791511934)  --> TIME: 2025-05-12 07:02:53 -- STEP: 612/725 -- GLOBAL_STEP: 412600 | > loss_disc: 2.2104909420013428 (2.1991982867125555) | > loss_disc_real_0: 0.1512988805770874 (0.13627569875345114) | > loss_disc_real_1: 0.17631807923316956 (0.19020317696960143) | > loss_disc_real_2: 0.1722949743270874 (0.1882607486659016) | > loss_disc_real_3: 0.20314735174179077 (0.20421435691270173) | > loss_disc_real_4: 0.19449275732040405 (0.19390950863267853) | > loss_disc_real_5: 0.20369267463684082 (0.20832795233410947) | > loss_0: 2.2104909420013428 (2.1991982867125555) | > grad_norm_0: tensor(22.1514, device='cuda:0') (tensor(21.1036, device='cuda:0')) | > loss_gen: 2.6810266971588135 (2.772205032943902) | > loss_kl: 1.631651759147644 (1.7238230103371197) | > loss_feat: 7.553757667541504 (8.313323793068434) | > loss_mel: 11.99682331085205 (12.901625549092003) | > loss_duration: 1.5951292514801025 (1.6597972301875827) | > amp_scaler: 512.0 (407.0065359477122) | > loss_1: 25.45838737487793 (27.370774658676858) | > grad_norm_1: tensor(383.4446, device='cuda:0') (tensor(345.5815, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8284 (0.8663430151596568) | > loader_time: 0.0093 (0.01023158255745382)  --> TIME: 2025-05-12 07:03:36 -- STEP: 662/725 -- GLOBAL_STEP: 412650 | > loss_disc: 2.274247169494629 (2.2005246839854613) | > loss_disc_real_0: 0.12175482511520386 (0.13615577302175336) | > loss_disc_real_1: 0.19185221195220947 (0.19021944859236747) | > loss_disc_real_2: 0.195342555642128 (0.18850794925250308) | > loss_disc_real_3: 0.2310248613357544 (0.2044696632964013) | > loss_disc_real_4: 0.24878303706645966 (0.19396484794033259) | > loss_disc_real_5: 0.2230314314365387 (0.20841334107419154) | > loss_0: 2.274247169494629 (2.2005246839854613) | > grad_norm_0: tensor(16.1388, device='cuda:0') (tensor(20.8882, device='cuda:0')) | > loss_gen: 2.770878791809082 (2.7697027907270684) | > loss_kl: 1.7204806804656982 (1.7233677270549308) | > loss_feat: 8.268510818481445 (8.304459254187044) | > loss_mel: 13.45158576965332 (12.895938448315295) | > loss_duration: 1.665958285331726 (1.6602059215577334) | > amp_scaler: 512.0 (414.9365558912383) | > loss_1: 27.87741470336914 (27.35367417407541) | > grad_norm_1: tensor(328.0825, device='cuda:0') (tensor(344.4963, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8928 (0.8658985673841033) | > loader_time: 0.0113 (0.010249577620238334)  --> TIME: 2025-05-12 07:04:20 -- STEP: 712/725 -- GLOBAL_STEP: 412700 | > loss_disc: 2.1960062980651855 (2.2010041584124687) | > loss_disc_real_0: 0.12410308420658112 (0.1360221577787333) | > loss_disc_real_1: 0.19774101674556732 (0.19045993442950615) | > loss_disc_real_2: 0.19571208953857422 (0.18861334253981543) | > loss_disc_real_3: 0.22408050298690796 (0.2044376425989223) | > loss_disc_real_4: 0.1628330796957016 (0.1940219969896788) | > loss_disc_real_5: 0.24038514494895935 (0.20828751976905244) | > loss_0: 2.1960062980651855 (2.2010041584124687) | > grad_norm_0: tensor(17.2022, device='cuda:0') (tensor(20.9542, device='cuda:0')) | > loss_gen: 2.782536506652832 (2.7692044179761015) | > loss_kl: 1.7460983991622925 (1.7225460122140612) | > loss_feat: 8.010249137878418 (8.299015386720722) | > loss_mel: 11.332109451293945 (12.893965233577767) | > loss_duration: 1.6387407779693604 (1.6598242152942688) | > amp_scaler: 512.0 (421.7528089887637) | > loss_1: 25.509735107421875 (27.344555300273264) | > grad_norm_1: tensor(436.4516, device='cuda:0') (tensor(347.5515, device='cuda:0')) | > current_lr_0: 0.00018776448176526206 | > current_lr_1: 0.00018776448176526206 | > step_time: 0.8285 (0.8657513428270147) | > loader_time: 0.0103 (0.010261570469716957)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.32535457611084 (2.32535457611084) | > loss_disc_real_0: 0.20885860919952393 (0.20885860919952393) | > loss_disc_real_1: 0.19146740436553955 (0.19146740436553955) | > loss_disc_real_2: 0.3177415132522583 (0.3177415132522583) | > loss_disc_real_3: 0.2181839644908905 (0.2181839644908905) | > loss_disc_real_4: 0.23106177151203156 (0.23106177151203156) | > loss_disc_real_5: 0.20405957102775574 (0.20405957102775574) | > loss_0: 2.32535457611084 (2.32535457611084) | > loss_gen: 3.0546791553497314 (3.0546791553497314) | > loss_kl: 2.260061740875244 (2.260061740875244) | > loss_feat: 9.345062255859375 (9.345062255859375) | > loss_mel: 14.658905029296875 (14.658905029296875) | > loss_duration: 1.7457008361816406 (1.7457008361816406) | > loss_1: 31.064409255981445 (31.064409255981445)  --> STEP: 1 | > loss_disc: 2.561530828475952 (2.561530828475952) | > loss_disc_real_0: 0.24664802849292755 (0.24664802849292755) | > loss_disc_real_1: 0.20902834832668304 (0.20902834832668304) | > loss_disc_real_2: 0.3355800211429596 (0.3355800211429596) | > loss_disc_real_3: 0.23495689034461975 (0.23495689034461975) | > loss_disc_real_4: 0.23996248841285706 (0.23996248841285706) | > loss_disc_real_5: 0.22208118438720703 (0.22208118438720703) | > loss_0: 2.561530828475952 (2.561530828475952) | > loss_gen: 2.659743309020996 (2.659743309020996) | > loss_kl: 2.3119466304779053 (2.3119466304779053) | > loss_feat: 5.945150852203369 (5.945150852203369) | > loss_mel: 11.813525199890137 (11.813525199890137) | > loss_duration: 1.8738625049591064 (1.8738625049591064) | > loss_1: 24.604228973388672 (24.604228973388672)  --> STEP: 2 | > loss_disc: 2.297694206237793 (2.4296125173568726) | > loss_disc_real_0: 0.19470049440860748 (0.22067426145076752) | > loss_disc_real_1: 0.18686918914318085 (0.19794876873493195) | > loss_disc_real_2: 0.29370084404945374 (0.31464043259620667) | > loss_disc_real_3: 0.20470578968524933 (0.21983134001493454) | > loss_disc_real_4: 0.2381817102432251 (0.23907209932804108) | > loss_disc_real_5: 0.19559167325496674 (0.20883642882108688) | > loss_0: 2.297694206237793 (2.4296125173568726) | > loss_gen: 2.9315271377563477 (2.795635223388672) | > loss_kl: 2.201012134552002 (2.2564793825149536) | > loss_feat: 8.811561584472656 (7.378356218338013) | > loss_mel: 14.131391525268555 (12.972458362579346) | > loss_duration: 1.8994290828704834 (1.886645793914795) | > loss_1: 29.97492218017578 (27.289575576782227)  --> STEP: 3 | > loss_disc: 2.399895668029785 (2.4197069009145102) | > loss_disc_real_0: 0.21089579164981842 (0.21741477151711783) | > loss_disc_real_1: 0.2089327573776245 (0.20161009828249613) | > loss_disc_real_2: 0.29901328682899475 (0.30943138400713605) | > loss_disc_real_3: 0.23316575586795807 (0.22427614529927573) | > loss_disc_real_4: 0.27390924096107483 (0.2506844798723857) | > loss_disc_real_5: 0.21463948488235474 (0.2107707808415095) | > loss_0: 2.399895668029785 (2.4197069009145102) | > loss_gen: 2.9605443477630615 (2.8506049315134683) | > loss_kl: 2.0786237716674805 (2.1971941788991294) | > loss_feat: 8.2835693359375 (7.680093924204509) | > loss_mel: 14.245138168334961 (13.396684964497885) | > loss_duration: 1.8712961673736572 (1.8815292517344158) | > loss_1: 29.439170837402344 (28.006107330322266)  --> STEP: 4 | > loss_disc: 2.4617466926574707 (2.4302168488502502) | > loss_disc_real_0: 0.21536879241466522 (0.21690327674150467) | > loss_disc_real_1: 0.1859230399131775 (0.19768833369016647) | > loss_disc_real_2: 0.30456632375717163 (0.30821511894464493) | > loss_disc_real_3: 0.22187528014183044 (0.2236759290099144) | > loss_disc_real_4: 0.2826126515865326 (0.2586665228009224) | > loss_disc_real_5: 0.20920361578464508 (0.2103789895772934) | > loss_0: 2.4617466926574707 (2.4302168488502502) | > loss_gen: 2.7334067821502686 (2.8213053941726685) | > loss_kl: 1.991114854812622 (2.1456743478775024) | > loss_feat: 7.592563152313232 (7.6582112312316895) | > loss_mel: 12.179248809814453 (13.092325925827026) | > loss_duration: 1.8023484945297241 (1.8617340624332428) | > loss_1: 26.298683166503906 (27.579251289367676) --> EVAL PERFORMANCE | > avg_loader_time: 0.3251572847366333 (-0.000938713550567627) | > avg_loss_disc: 2.4302168488502502 (+0.1236124038696289) | > avg_loss_disc_real_0: 0.21690327674150467 (+0.08413287997245789) | > avg_loss_disc_real_1: 0.19768833369016647 (-0.0019744597375392914) | > avg_loss_disc_real_2: 0.30821511894464493 (+0.11429484933614731) | > avg_loss_disc_real_3: 0.2236759290099144 (-0.010310236364603043) | > avg_loss_disc_real_4: 0.2586665228009224 (+0.06439317390322685) | > avg_loss_disc_real_5: 0.2103789895772934 (-0.06499017775058746) | > avg_loss_0: 2.4302168488502502 (+0.1236124038696289) | > avg_loss_gen: 2.8213053941726685 (+0.22602742910385132) | > avg_loss_kl: 2.1456743478775024 (+0.12092429399490356) | > avg_loss_feat: 7.6582112312316895 (-0.7017526626586914) | > avg_loss_mel: 13.092325925827026 (-0.6653635501861572) | > avg_loss_duration: 1.8617340624332428 (+0.013616591691970825) | > avg_loss_1: 27.579251289367676 (-1.006546974182129)  > EPOCH: 506/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 07:04:38)   --> TIME: 2025-05-12 07:05:13 -- STEP: 37/725 -- GLOBAL_STEP: 412750 | > loss_disc: 2.069754123687744 (2.2229284466923898) | > loss_disc_real_0: 0.11963405460119247 (0.1375725778776246) | > loss_disc_real_1: 0.17486292123794556 (0.1911599748843425) | > loss_disc_real_2: 0.18702076375484467 (0.19126485690877243) | > loss_disc_real_3: 0.15139168500900269 (0.2057252941099373) | > loss_disc_real_4: 0.1473097801208496 (0.19651443531384338) | > loss_disc_real_5: 0.17991694808006287 (0.20816736446844564) | > loss_0: 2.069754123687744 (2.2229284466923898) | > grad_norm_0: tensor(20.4498, device='cuda:0') (tensor(22.6031, device='cuda:0')) | > loss_gen: 3.0343658924102783 (2.7349329252500794) | > loss_kl: 1.855215311050415 (1.7502877615593575) | > loss_feat: 9.80274486541748 (8.1047912932731) | > loss_mel: 14.384181022644043 (12.704873935596362) | > loss_duration: 1.6417587995529175 (1.6598867951212704) | > amp_scaler: 512.0 (512.0) | > loss_1: 30.718265533447266 (26.954772743018896) | > grad_norm_1: tensor(503.8650, device='cuda:0') (tensor(381.2641, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.884 (0.8645060900095347) | > loader_time: 0.0104 (0.01063307555946144)  --> TIME: 2025-05-12 07:05:57 -- STEP: 87/725 -- GLOBAL_STEP: 412800 | > loss_disc: 2.2758569717407227 (2.2140735812570864) | > loss_disc_real_0: 0.17362312972545624 (0.1368633288590387) | > loss_disc_real_1: 0.20524410903453827 (0.19171833906365537) | > loss_disc_real_2: 0.19982360303401947 (0.19229246119315596) | > loss_disc_real_3: 0.21836598217487335 (0.20619886839526824) | > loss_disc_real_4: 0.18903078138828278 (0.19618007968897108) | > loss_disc_real_5: 0.2432374209165573 (0.2061527414225984) | > loss_0: 2.2758569717407227 (2.2140735812570864) | > grad_norm_0: tensor(37.0967, device='cuda:0') (tensor(21.8959, device='cuda:0')) | > loss_gen: 2.6303205490112305 (2.74776266361105) | > loss_kl: 1.9246352910995483 (1.7294462782213058) | > loss_feat: 8.339543342590332 (8.157559997733982) | > loss_mel: 12.889771461486816 (12.726182926660297) | > loss_duration: 1.6369502544403076 (1.6612127580861935) | > amp_scaler: 256.0 (464.91954022988506) | > loss_1: 27.421220779418945 (27.022164596908393) | > grad_norm_1: tensor(485.9574, device='cuda:0') (tensor(373.5085, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8415 (0.8653380678988051) | > loader_time: 0.0098 (0.010509356685068413)  --> TIME: 2025-05-12 07:06:41 -- STEP: 137/725 -- GLOBAL_STEP: 412850 | > loss_disc: 2.051149606704712 (2.2151553857065474) | > loss_disc_real_0: 0.11875375360250473 (0.13659784594809046) | > loss_disc_real_1: 0.1668972223997116 (0.19137591243225294) | > loss_disc_real_2: 0.16813506186008453 (0.1918410131857343) | > loss_disc_real_3: 0.182530015707016 (0.20557688763976967) | > loss_disc_real_4: 0.18436379730701447 (0.19607122122806353) | > loss_disc_real_5: 0.2049809992313385 (0.2067943943025422) | > loss_0: 2.051149606704712 (2.2151553857065474) | > grad_norm_0: tensor(17.1240, device='cuda:0') (tensor(20.9572, device='cuda:0')) | > loss_gen: 2.794341564178467 (2.7436103403133196) | > loss_kl: 1.7217075824737549 (1.7225952400778333) | > loss_feat: 8.550578117370605 (8.142199352709913) | > loss_mel: 13.307005882263184 (12.725820624915352) | > loss_duration: 1.628896713256836 (1.6600745785845457) | > amp_scaler: 256.0 (388.6715328467153) | > loss_1: 28.002531051635742 (26.994300090483506) | > grad_norm_1: tensor(224.7857, device='cuda:0') (tensor(356.3605, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8407 (0.8698840002073859) | > loader_time: 0.009 (0.01030725806298917)  --> TIME: 2025-05-12 07:07:25 -- STEP: 187/725 -- GLOBAL_STEP: 412900 | > loss_disc: 2.142827033996582 (2.2106206442583063) | > loss_disc_real_0: 0.1294381320476532 (0.1369338081801001) | > loss_disc_real_1: 0.18207186460494995 (0.19113945347421318) | > loss_disc_real_2: 0.18071070313453674 (0.19112191771600323) | > loss_disc_real_3: 0.16208980977535248 (0.2049882038232477) | > loss_disc_real_4: 0.1783059686422348 (0.19537607002704538) | > loss_disc_real_5: 0.19340088963508606 (0.20693321541987642) | > loss_0: 2.142827033996582 (2.2106206442583063) | > grad_norm_0: tensor(10.1525, device='cuda:0') (tensor(19.7890, device='cuda:0')) | > loss_gen: 2.703916311264038 (2.743501628783935) | > loss_kl: 1.6666390895843506 (1.7181427912278608) | > loss_feat: 8.834940910339355 (8.163991252368787) | > loss_mel: 13.349061012268066 (12.763726137538642) | > loss_duration: 1.6678955554962158 (1.6604703014547175) | > amp_scaler: 256.0 (353.19786096256684) | > loss_1: 28.222454071044922 (27.049832094161907) | > grad_norm_1: tensor(183.6505, device='cuda:0') (tensor(334.7052, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8729 (0.8678452254616639) | > loader_time: 0.0131 (0.01026929508556019)  --> TIME: 2025-05-12 07:08:09 -- STEP: 237/725 -- GLOBAL_STEP: 412950 | > loss_disc: 2.0932247638702393 (2.210894900535232) | > loss_disc_real_0: 0.11328958719968796 (0.13684012467348114) | > loss_disc_real_1: 0.18771614134311676 (0.1913644176620975) | > loss_disc_real_2: 0.16991843283176422 (0.19104878381209023) | > loss_disc_real_3: 0.190945103764534 (0.20479037974202682) | > loss_disc_real_4: 0.20291486382484436 (0.19494949312652718) | > loss_disc_real_5: 0.23410260677337646 (0.2076831487034947) | > loss_0: 2.0932247638702393 (2.210894900535232) | > grad_norm_0: tensor(16.9528, device='cuda:0') (tensor(19.1547, device='cuda:0')) | > loss_gen: 2.9301950931549072 (2.7490479895837194) | > loss_kl: 1.7642533779144287 (1.7170203622383406) | > loss_feat: 8.700379371643066 (8.191608012477051) | > loss_mel: 14.011470794677734 (12.792911267984767) | > loss_duration: 1.6393685340881348 (1.6598430555078048) | > amp_scaler: 256.0 (332.69198312236284) | > loss_1: 29.04566764831543 (27.110430600773935) | > grad_norm_1: tensor(371.3726, device='cuda:0') (tensor(321.2692, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8258 (0.8677152078362959) | > loader_time: 0.0094 (0.010273485747067736)  --> TIME: 2025-05-12 07:08:53 -- STEP: 287/725 -- GLOBAL_STEP: 413000 | > loss_disc: 2.2291903495788574 (2.217333468825977) | > loss_disc_real_0: 0.14887112379074097 (0.1416781960308343) | > loss_disc_real_1: 0.20414093136787415 (0.19056577113447293) | > loss_disc_real_2: 0.18819265067577362 (0.1902953896944115) | > loss_disc_real_3: 0.19843517243862152 (0.20655261655094737) | > loss_disc_real_4: 0.20464426279067993 (0.1946044950535073) | > loss_disc_real_5: 0.199956014752388 (0.20865167926620523) | > loss_0: 2.2291903495788574 (2.217333468825977) | > grad_norm_0: tensor(32.0694, device='cuda:0') (tensor(20.1720, device='cuda:0')) | > loss_gen: 2.719613552093506 (2.7563056970722584) | > loss_kl: 1.5877110958099365 (1.713758553777423) | > loss_feat: 7.742204666137695 (8.22925208420703) | > loss_mel: 12.455739974975586 (12.82443495826854) | > loss_duration: 1.6731539964675903 (1.6592645047018342) | > amp_scaler: 256.0 (319.33101045296183) | > loss_1: 26.178424835205078 (27.183015723677048) | > grad_norm_1: tensor(473.8792, device='cuda:0') (tensor(331.3531, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8329 (0.8659822525463038) | > loader_time: 0.012 (0.010223832279962949) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_413000.pth  --> TIME: 2025-05-12 07:09:39 -- STEP: 337/725 -- GLOBAL_STEP: 413050 | > loss_disc: 2.0889363288879395 (2.213463113994203) | > loss_disc_real_0: 0.12816837430000305 (0.141158240772673) | > loss_disc_real_1: 0.16389906406402588 (0.19047233365056068) | > loss_disc_real_2: 0.16080360114574432 (0.1900433340173446) | > loss_disc_real_3: 0.21595703065395355 (0.2059449672433672) | > loss_disc_real_4: 0.20195519924163818 (0.19462620053517712) | > loss_disc_real_5: 0.2183043360710144 (0.2081831539773799) | > loss_0: 2.0889363288879395 (2.213463113994203) | > grad_norm_0: tensor(25.4976, device='cuda:0') (tensor(20.6209, device='cuda:0')) | > loss_gen: 2.874727487564087 (2.7587571901100683) | > loss_kl: 1.5878667831420898 (1.709236761582712) | > loss_feat: 9.239034652709961 (8.241545804530292) | > loss_mel: 13.520588874816895 (12.82309911654328) | > loss_duration: 1.6464757919311523 (1.6590447998895848) | > amp_scaler: 256.0 (309.93471810089045) | > loss_1: 28.868694305419922 (27.191683590942745) | > grad_norm_1: tensor(567.6242, device='cuda:0') (tensor(338.5391, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8864 (0.8651189570610884) | > loader_time: 0.0099 (0.010246648279071213)  --> TIME: 2025-05-12 07:10:23 -- STEP: 387/725 -- GLOBAL_STEP: 413100 | > loss_disc: 2.137810230255127 (2.2095566436609846) | > loss_disc_real_0: 0.11652642488479614 (0.1408414798921083) | > loss_disc_real_1: 0.19635656476020813 (0.19017993703060987) | > loss_disc_real_2: 0.2019481062889099 (0.18959056497467267) | > loss_disc_real_3: 0.22620293498039246 (0.20538217318304441) | > loss_disc_real_4: 0.1643432229757309 (0.1944714683740946) | > loss_disc_real_5: 0.21345028281211853 (0.2078707175430401) | > loss_0: 2.137810230255127 (2.2095566436609846) | > grad_norm_0: tensor(31.5315, device='cuda:0') (tensor(21.1455, device='cuda:0')) | > loss_gen: 2.877078056335449 (2.7638020977493403) | > loss_kl: 1.6569880247116089 (1.7093084859601602) | > loss_feat: 8.670371055603027 (8.257229543779554) | > loss_mel: 13.550986289978027 (12.83832832454711) | > loss_duration: 1.7473015785217285 (1.659167837110909) | > amp_scaler: 256.0 (302.9664082687342) | > loss_1: 28.50272560119629 (27.227836219531312) | > grad_norm_1: tensor(400.3748, device='cuda:0') (tensor(343.7404, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8668 (0.8641440597307466) | > loader_time: 0.0098 (0.01020862643416846)  --> TIME: 2025-05-12 07:11:06 -- STEP: 437/725 -- GLOBAL_STEP: 413150 | > loss_disc: 2.322129726409912 (2.208674363195211) | > loss_disc_real_0: 0.14827121794223785 (0.13989888663559247) | > loss_disc_real_1: 0.1842387318611145 (0.19022776176236586) | > loss_disc_real_2: 0.22574298083782196 (0.189321893286514) | > loss_disc_real_3: 0.18469727039337158 (0.2053285563019375) | > loss_disc_real_4: 0.15774480998516083 (0.1945508010600197) | > loss_disc_real_5: 0.1985197514295578 (0.2079287745587067) | > loss_0: 2.322129726409912 (2.208674363195211) | > grad_norm_0: tensor(13.4792, device='cuda:0') (tensor(21.0584, device='cuda:0')) | > loss_gen: 2.5434210300445557 (2.76344408923483) | > loss_kl: 1.5718950033187866 (1.7118370282022581) | > loss_feat: 7.323668956756592 (8.26233581874681) | > loss_mel: 12.268195152282715 (12.842993655521209) | > loss_duration: 1.6331000328063965 (1.6589087692496436) | > amp_scaler: 256.0 (297.5926773455381) | > loss_1: 25.340280532836914 (27.23951930694231) | > grad_norm_1: tensor(254.7224, device='cuda:0') (tensor(341.5295, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.886 (0.8629106455045652) | > loader_time: 0.0104 (0.010176955426039361)  --> TIME: 2025-05-12 07:11:50 -- STEP: 487/725 -- GLOBAL_STEP: 413200 | > loss_disc: 2.187775135040283 (2.2080069077822677) | > loss_disc_real_0: 0.12371833622455597 (0.1395757413283754) | > loss_disc_real_1: 0.19686104357242584 (0.19020513731228986) | > loss_disc_real_2: 0.1970633715391159 (0.1892508827226362) | > loss_disc_real_3: 0.20032133162021637 (0.2052876057076503) | > loss_disc_real_4: 0.15950080752372742 (0.1945739792969682) | > loss_disc_real_5: 0.18702921271324158 (0.20798033815512174) | > loss_0: 2.187775135040283 (2.2080069077822677) | > grad_norm_0: tensor(22.8372, device='cuda:0') (tensor(20.8536, device='cuda:0')) | > loss_gen: 2.6886606216430664 (2.763222511299337) | > loss_kl: 1.7628275156021118 (1.712738997882397) | > loss_feat: 8.180825233459473 (8.266876825806534) | > loss_mel: 12.68494701385498 (12.863491342297815) | > loss_duration: 1.6420785188674927 (1.659110495441993) | > amp_scaler: 256.0 (293.3223819301851) | > loss_1: 26.959339141845703 (27.265440104678426) | > grad_norm_1: tensor(451.5826, device='cuda:0') (tensor(336.3912, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8182 (0.8623500932658232) | > loader_time: 0.0092 (0.010129660306769967)  --> TIME: 2025-05-12 07:12:33 -- STEP: 537/725 -- GLOBAL_STEP: 413250 | > loss_disc: 2.3109166622161865 (2.2080288501647134) | > loss_disc_real_0: 0.14997261762619019 (0.13925948092502352) | > loss_disc_real_1: 0.22215208411216736 (0.1904802440043046) | > loss_disc_real_2: 0.20125144720077515 (0.18922573867734357) | > loss_disc_real_3: 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loss_disc: 2.2172131538391113 (2.2065856184626345) | > loss_disc_real_0: 0.10885932296514511 (0.1385874132763789) | > loss_disc_real_1: 0.19098035991191864 (0.19054706288054202) | > loss_disc_real_2: 0.18083694577217102 (0.18895483330476018) | > loss_disc_real_3: 0.17955642938613892 (0.20518754673978948) | > loss_disc_real_4: 0.18593347072601318 (0.1945640460494429) | > loss_disc_real_5: 0.19736029207706451 (0.2080893967129302) | > loss_0: 2.2172131538391113 (2.2065856184626345) | > grad_norm_0: tensor(17.8945, device='cuda:0') (tensor(21.1200, device='cuda:0')) | > loss_gen: 2.757171154022217 (2.7662105791816516) | > loss_kl: 1.7419694662094116 (1.7124773824438329) | > loss_feat: 8.745550155639648 (8.267066282145613) | > loss_mel: 13.419559478759766 (12.85522919578487) | > loss_duration: 1.6359597444534302 (1.6592421149882592) | > amp_scaler: 256.0 (286.96422487223197) | > loss_1: 28.300209045410156 (27.260225487730157) | > grad_norm_1: tensor(228.0849, device='cuda:0') (tensor(342.0386, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8669 (0.8605199717175612) | > loader_time: 0.0103 (0.010088444162268041)  --> TIME: 2025-05-12 07:14:00 -- STEP: 637/725 -- GLOBAL_STEP: 413350 | > loss_disc: 2.187135696411133 (2.2046648452944417) | > loss_disc_real_0: 0.16867561638355255 (0.1381020585493164) | > loss_disc_real_1: 0.18642376363277435 (0.19035944700521798) | > loss_disc_real_2: 0.18611939251422882 (0.1888688192052219) | > loss_disc_real_3: 0.17749756574630737 (0.2051252086692179) | > loss_disc_real_4: 0.17155908048152924 (0.1944748744766229) | > loss_disc_real_5: 0.17446890473365784 (0.2080374318211568) | > loss_0: 2.187135696411133 (2.2046648452944417) | > grad_norm_0: tensor(30.7080, device='cuda:0') (tensor(21.2778, device='cuda:0')) | > loss_gen: 2.747102975845337 (2.7669682555146267) | > loss_kl: 1.7858108282089233 (1.71093554025168) | > loss_feat: 8.219186782836914 (8.267499276195625) | > loss_mel: 12.32464599609375 (12.858035593616714) | > loss_duration: 1.6159170866012573 (1.6589999588168398) | > amp_scaler: 256.0 (284.53375196232366) | > loss_1: 26.692663192749023 (27.262438542053122) | > grad_norm_1: tensor(316.8742, device='cuda:0') (tensor(345.2738, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.8491 (0.8604937239756199) | > loader_time: 0.0105 (0.010110440022155661)  --> TIME: 2025-05-12 07:14:44 -- STEP: 687/725 -- GLOBAL_STEP: 413400 | > loss_disc: 2.3081183433532715 (2.2042709052822977) | > loss_disc_real_0: 0.15572839975357056 (0.13791375316603546) | > loss_disc_real_1: 0.22148661315441132 (0.19051891057772416) | > loss_disc_real_2: 0.22756680846214294 (0.1890229681368477) | > loss_disc_real_3: 0.20335477590560913 (0.20501575971447927) | > loss_disc_real_4: 0.189854696393013 (0.19439935263414396) | > loss_disc_real_5: 0.21230977773666382 (0.20780127676640353) | > loss_0: 2.3081183433532715 (2.2042709052822977) | > grad_norm_0: tensor(7.8286, device='cuda:0') (tensor(21.3607, device='cuda:0')) | > loss_gen: 2.578822135925293 (2.767900067125344) | > loss_kl: 1.756705403327942 (1.710074752005254) | > loss_feat: 6.806751728057861 (8.26694174937286) | > loss_mel: 11.05300521850586 (12.855802896935515) | > loss_duration: 1.6567798852920532 (1.6590984006462486) | > amp_scaler: 256.0 (282.4570596797674) | > loss_1: 23.852066040039062 (27.259817781406714) | > grad_norm_1: tensor(193.4142, device='cuda:0') (tensor(347.7801, device='cuda:0')) | > current_lr_0: 0.0001877410112050414 | > current_lr_1: 0.0001877410112050414 | > step_time: 0.874 (0.8605402987423245) | > loader_time: 0.0101 (0.010094360493156068)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2956383228302 (2.2956383228302) | > loss_disc_real_0: 0.19089491665363312 (0.19089491665363312) | > loss_disc_real_1: 0.21703386306762695 (0.21703386306762695) | > loss_disc_real_2: 0.22517186403274536 (0.22517186403274536) | > loss_disc_real_3: 0.22424693405628204 (0.22424693405628204) | > loss_disc_real_4: 0.23781511187553406 (0.23781511187553406) | > loss_disc_real_5: 0.21775603294372559 (0.21775603294372559) | > loss_0: 2.2956383228302 (2.2956383228302) | > loss_gen: 2.9543874263763428 (2.9543874263763428) | > loss_kl: 2.223071336746216 (2.223071336746216) | > loss_feat: 7.773685455322266 (7.773685455322266) | > loss_mel: 13.898886680603027 (13.898886680603027) | > loss_duration: 1.7140116691589355 (1.7140116691589355) | > loss_1: 28.564043045043945 (28.564043045043945)  --> STEP: 1 | > loss_disc: 2.2551960945129395 (2.2551960945129395) | > loss_disc_real_0: 0.16923171281814575 (0.16923171281814575) | > loss_disc_real_1: 0.22128205001354218 (0.22128205001354218) | > loss_disc_real_2: 0.2176629900932312 (0.2176629900932312) | > loss_disc_real_3: 0.20493781566619873 (0.20493781566619873) | > loss_disc_real_4: 0.2494797259569168 (0.2494797259569168) | > loss_disc_real_5: 0.22071191668510437 (0.22071191668510437) | > loss_0: 2.2551960945129395 (2.2551960945129395) | > loss_gen: 3.012141227722168 (3.012141227722168) | > loss_kl: 2.2245290279388428 (2.2245290279388428) | > loss_feat: 9.20979118347168 (9.20979118347168) | > loss_mel: 14.351983070373535 (14.351983070373535) | > loss_duration: 1.8433021306991577 (1.8433021306991577) | > loss_1: 30.641748428344727 (30.641748428344727)  --> STEP: 2 | > loss_disc: 2.268012523651123 (2.2616043090820312) | > loss_disc_real_0: 0.17586886882781982 (0.1725502908229828) | > loss_disc_real_1: 0.22902120649814606 (0.22515162825584412) | > loss_disc_real_2: 0.2273305356502533 (0.22249676287174225) | > loss_disc_real_3: 0.2014249861240387 (0.2031814008951187) | > loss_disc_real_4: 0.23137909173965454 (0.24042940884828568) | > loss_disc_real_5: 0.2138819545507431 (0.21729693561792374) | > loss_0: 2.268012523651123 (2.2616043090820312) | > loss_gen: 2.9281599521636963 (2.970150589942932) | > loss_kl: 1.9128557443618774 (2.06869238615036) | > loss_feat: 8.520885467529297 (8.865338325500488) | > loss_mel: 13.30103588104248 (13.826509475708008) | > loss_duration: 1.8709208965301514 (1.8571115136146545) | > loss_1: 28.533857345581055 (29.58780288696289)  --> STEP: 3 | > loss_disc: 2.2915103435516357 (2.271572987238566) | > loss_disc_real_0: 0.1608465015888214 (0.168649027744929) | > loss_disc_real_1: 0.22363242506980896 (0.2246452271938324) | > loss_disc_real_2: 0.24311435222625732 (0.2293692926565806) | > loss_disc_real_3: 0.21659263968467712 (0.20765181382497153) | > loss_disc_real_4: 0.2244141548871994 (0.23509099086125693) | > loss_disc_real_5: 0.2222166806459427 (0.2189368506272634) | > loss_0: 2.2915103435516357 (2.271572987238566) | > loss_gen: 2.93571400642395 (2.958671728769938) | > loss_kl: 1.897146463394165 (2.011510411898295) | > loss_feat: 8.282878875732422 (8.671185175577799) | > loss_mel: 13.75050163269043 (13.801173528035482) | > loss_duration: 1.8311196565628052 (1.848447561264038) | > loss_1: 28.69736099243164 (29.29098892211914)  --> STEP: 4 | > loss_disc: 2.410921573638916 (2.3064101338386536) | > loss_disc_real_0: 0.21420986950397491 (0.18003923818469048) | > loss_disc_real_1: 0.235913947224617 (0.22746240720152855) | > loss_disc_real_2: 0.24684961140155792 (0.23373937234282494) | > loss_disc_real_3: 0.21708494424819946 (0.2100100964307785) | > loss_disc_real_4: 0.22667533159255981 (0.23298707604408264) | > loss_disc_real_5: 0.21837714314460754 (0.21879692375659943) | > loss_0: 2.410921573638916 (2.3064101338386536) | > loss_gen: 2.700165271759033 (2.894045114517212) | > loss_kl: 1.7793569564819336 (1.9534720480442047) | > loss_feat: 6.933261871337891 (8.236704349517822) | > loss_mel: 10.827940940856934 (13.057865381240845) | > loss_duration: 1.7876346111297607 (1.8332443237304688) | > loss_1: 24.028358459472656 (27.97533130645752) --> EVAL PERFORMANCE | > avg_loader_time: 0.3308332562446594 (+0.005675971508026123) | > avg_loss_disc: 2.3064101338386536 (-0.12380671501159668) | > avg_loss_disc_real_0: 0.18003923818469048 (-0.036864038556814194) | > avg_loss_disc_real_1: 0.22746240720152855 (+0.029774073511362076) | > avg_loss_disc_real_2: 0.23373937234282494 (-0.07447574660181999) | > avg_loss_disc_real_3: 0.2100100964307785 (-0.013665832579135895) | > avg_loss_disc_real_4: 0.23298707604408264 (-0.025679446756839752) | > avg_loss_disc_real_5: 0.21879692375659943 (+0.00841793417930603) | > avg_loss_0: 2.3064101338386536 (-0.12380671501159668) | > avg_loss_gen: 2.894045114517212 (+0.07273972034454346) | > avg_loss_kl: 1.9534720480442047 (-0.19220229983329773) | > avg_loss_feat: 8.236704349517822 (+0.5784931182861328) | > avg_loss_mel: 13.057865381240845 (-0.03446054458618164) | > avg_loss_duration: 1.8332443237304688 (-0.028489738702774048) | > avg_loss_1: 27.97533130645752 (+0.39608001708984375)  > EPOCH: 507/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 07:15:23)   --> TIME: 2025-05-12 07:15:36 -- STEP: 12/725 -- GLOBAL_STEP: 413450 | > loss_disc: 2.1189117431640625 (2.236125409603119) | > loss_disc_real_0: 0.1681729257106781 (0.14228774917622408) | > loss_disc_real_1: 0.18520455062389374 (0.19386976957321167) | > loss_disc_real_2: 0.1905069500207901 (0.19032755742470422) | > loss_disc_real_3: 0.1663098931312561 (0.20742088556289673) | > loss_disc_real_4: 0.17817337810993195 (0.19743410497903824) | > loss_disc_real_5: 0.18533535301685333 (0.20613091439008713) | > loss_0: 2.1189117431640625 (2.236125409603119) | > grad_norm_0: tensor(34.1752, device='cuda:0') (tensor(17.6941, device='cuda:0')) | > loss_gen: 2.981562376022339 (2.6935572425524392) | > loss_kl: 1.7508825063705444 (1.663211186726888) | > loss_feat: 9.488128662109375 (8.004524985949198) | > loss_mel: 14.752049446105957 (12.761560360590616) | > loss_duration: 1.6735689640045166 (1.6608991622924805) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.646190643310547 (26.78375307718913) | > grad_norm_1: tensor(542.4805, device='cuda:0') (tensor(334.2575, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8387 (0.8363210161526998) | > loader_time: 0.0091 (0.010303854942321776)  --> TIME: 2025-05-12 07:16:20 -- STEP: 62/725 -- GLOBAL_STEP: 413500 | > loss_disc: 2.1104745864868164 (2.17122692831101) | > loss_disc_real_0: 0.10392910987138748 (0.1326849036399396) | > loss_disc_real_1: 0.1695306897163391 (0.1868011571707264) | > loss_disc_real_2: 0.15876278281211853 (0.18540916760121623) | > loss_disc_real_3: 0.20095419883728027 (0.20430033990452368) | > loss_disc_real_4: 0.1984415352344513 (0.1914484657106861) | > loss_disc_real_5: 0.1673862785100937 (0.20679176046002296) | > loss_0: 2.1104745864868164 (2.17122692831101) | > grad_norm_0: tensor(16.5536, device='cuda:0') (tensor(21.4478, device='cuda:0')) | > loss_gen: 3.052783727645874 (2.812932183665614) | > loss_kl: 1.7575331926345825 (1.729742371266888) | > loss_feat: 8.798102378845215 (8.558995208432597) | > loss_mel: 13.364956855773926 (13.138620299677696) | > loss_duration: 1.7032643556594849 (1.6574732180564635) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.6766414642334 (27.89776337531305) | > grad_norm_1: tensor(385.8833, device='cuda:0') (tensor(385.8189, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8423 (0.8551880428867955) | > loader_time: 0.0105 (0.010633160991053428)  --> TIME: 2025-05-12 07:17:03 -- STEP: 112/725 -- GLOBAL_STEP: 413550 | > loss_disc: 2.1249585151672363 (2.1837758719921143) | > loss_disc_real_0: 0.16292138397693634 (0.134162550659052) | > loss_disc_real_1: 0.17221735417842865 (0.1879599572026303) | > loss_disc_real_2: 0.1915900707244873 (0.18645457750452424) | > loss_disc_real_3: 0.18767660856246948 (0.2046000056767038) | > loss_disc_real_4: 0.18448218703269958 (0.19245913052665328) | > loss_disc_real_5: 0.20946580171585083 (0.2081972932709115) | > loss_0: 2.1249585151672363 (2.1837758719921143) | > grad_norm_0: tensor(19.5638, device='cuda:0') (tensor(21.6627, device='cuda:0')) | > loss_gen: 2.7700769901275635 (2.7947171415601457) | > loss_kl: 1.6556416749954224 (1.7131888855780875) | > loss_feat: 8.436978340148926 (8.426471011979242) | > loss_mel: 12.939144134521484 (13.022322228976659) | > loss_duration: 1.652978777885437 (1.6610526772482055) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.45482063293457 (27.617751904896327) | > grad_norm_1: tensor(443.8913, device='cuda:0') (tensor(365.6383, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8415 (0.8565432663474765) | > loader_time: 0.0095 (0.010386592575481957)  --> TIME: 2025-05-12 07:17:46 -- STEP: 162/725 -- GLOBAL_STEP: 413600 | > loss_disc: 2.3331363201141357 (2.1848363375958115) | > loss_disc_real_0: 0.12449820339679718 (0.13341412490900656) | > loss_disc_real_1: 0.20179317891597748 (0.1889733581079377) | > loss_disc_real_2: 0.22469890117645264 (0.18646169555040065) | > loss_disc_real_3: 0.1881568282842636 (0.20404273400336137) | > loss_disc_real_4: 0.1926591396331787 (0.19228087420816767) | > loss_disc_real_5: 0.20114624500274658 (0.20817209577854764) | > loss_0: 2.3331363201141357 (2.1848363375958115) | > grad_norm_0: tensor(11.9336, device='cuda:0') (tensor(20.4942, device='cuda:0')) | > loss_gen: 2.5816590785980225 (2.7841419114006896) | > loss_kl: 1.80191171169281 (1.7153889161569098) | > loss_feat: 6.765254974365234 (8.382419294781155) | > loss_mel: 11.640387535095215 (12.950941350724962) | > loss_duration: 1.611853003501892 (1.6609878002861396) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.401065826416016 (27.49387921227349) | > grad_norm_1: tensor(257.6163, device='cuda:0') (tensor(350.1571, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.842 (0.8541835884989044) | > loader_time: 0.0095 (0.010372007334673847)  --> TIME: 2025-05-12 07:18:31 -- STEP: 212/725 -- GLOBAL_STEP: 413650 | > loss_disc: 2.0816242694854736 (2.186864595930533) | > loss_disc_real_0: 0.1179664358496666 (0.1341830332113324) | > loss_disc_real_1: 0.1876049041748047 (0.1890958567272942) | > loss_disc_real_2: 0.1915581375360489 (0.18704119711270886) | > loss_disc_real_3: 0.20120364427566528 (0.20427062425692127) | > loss_disc_real_4: 0.17638544738292694 (0.19252818063744953) | > loss_disc_real_5: 0.18084923923015594 (0.2077150536736227) | > loss_0: 2.0816242694854736 (2.186864595930533) | > grad_norm_0: tensor(22.7511, device='cuda:0') (tensor(20.5294, device='cuda:0')) | > loss_gen: 2.9555251598358154 (2.783334245096963) | > loss_kl: 1.5328949689865112 (1.711754999070797) | > loss_feat: 9.61956787109375 (8.390072354730568) | > loss_mel: 13.657837867736816 (12.95749094801129) | > loss_duration: 1.6834081411361694 (1.6615377962589262) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.449234008789062 (27.504190274004667) | > grad_norm_1: tensor(517.7132, device='cuda:0') (tensor(352.4854, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8623 (0.859080508070172) | > loader_time: 0.0134 (0.010420289804350651)  --> TIME: 2025-05-12 07:19:15 -- STEP: 262/725 -- GLOBAL_STEP: 413700 | > loss_disc: 2.2277708053588867 (2.1893073133839933) | > loss_disc_real_0: 0.16101443767547607 (0.13408845159729924) | > loss_disc_real_1: 0.1979832947254181 (0.1896328413076983) | > loss_disc_real_2: 0.19004742801189423 (0.18730291877766614) | > loss_disc_real_3: 0.19649852812290192 (0.2043435702114615) | > loss_disc_real_4: 0.21147410571575165 (0.19300342772070683) | > loss_disc_real_5: 0.2547237277030945 (0.208130081646315) | > loss_0: 2.2277708053588867 (2.1893073133839933) | > grad_norm_0: tensor(29.9730, device='cuda:0') (tensor(20.0270, device='cuda:0')) | > loss_gen: 2.7760534286499023 (2.777943944203035) | > loss_kl: 1.696088194847107 (1.7096769254626205) | > loss_feat: 8.093276023864746 (8.34544554921507) | > loss_mel: 12.1270751953125 (12.903823069943726) | > loss_duration: 1.6692256927490234 (1.6619343775829283) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.361719131469727 (27.398823847297493) | > grad_norm_1: tensor(435.3152, device='cuda:0') (tensor(349.6767, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.9094 (0.8597140448694011) | > loader_time: 0.0136 (0.010435755926234119)  --> TIME: 2025-05-12 07:19:59 -- STEP: 312/725 -- GLOBAL_STEP: 413750 | > loss_disc: 2.035341262817383 (2.192261406626458) | > loss_disc_real_0: 0.10405639559030533 (0.1345782123553829) | > loss_disc_real_1: 0.16787707805633545 (0.18955949932718885) | > loss_disc_real_2: 0.1666446179151535 (0.18776084587742128) | > loss_disc_real_3: 0.1701074242591858 (0.20431369633819815) | > loss_disc_real_4: 0.19762369990348816 (0.19327443866775576) | > loss_disc_real_5: 0.16924819350242615 (0.20784620095330927) | > loss_0: 2.035341262817383 (2.192261406626458) | > grad_norm_0: tensor(15.0977, device='cuda:0') (tensor(19.7923, device='cuda:0')) | > loss_gen: 2.8985016345977783 (2.7690880489655036) | > loss_kl: 1.5311949253082275 (1.7055169481497545) | > loss_feat: 10.027915954589844 (8.299669806773842) | > loss_mel: 14.923336029052734 (12.871926860931593) | > loss_duration: 1.6673130989074707 (1.6606232478068417) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.048261642456055 (27.30682487365527) | > grad_norm_1: tensor(300.6889, device='cuda:0') (tensor(345.8951, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8595 (0.860140153994927) | > loader_time: 0.0114 (0.01048345367113748)  --> TIME: 2025-05-12 07:20:43 -- STEP: 362/725 -- GLOBAL_STEP: 413800 | > loss_disc: 2.2108259201049805 (2.1949923292049403) | > loss_disc_real_0: 0.11822773516178131 (0.134723186554665) | > loss_disc_real_1: 0.19191086292266846 (0.18965816407243188) | > loss_disc_real_2: 0.19626709818840027 (0.18832708672923956) | > loss_disc_real_3: 0.22676852345466614 (0.20469181099649297) | > loss_disc_real_4: 0.2153993397951126 (0.19368659766668758) | > loss_disc_real_5: 0.2144775390625 (0.20794983537486897) | > loss_0: 2.2108259201049805 (2.1949923292049403) | > grad_norm_0: tensor(23.3706, device='cuda:0') (tensor(19.7844, device='cuda:0')) | > loss_gen: 2.8411061763763428 (2.7692104512156734) | > loss_kl: 1.7342287302017212 (1.7073930762090737) | > loss_feat: 7.958151817321777 (8.295349975975833) | > loss_mel: 12.579068183898926 (12.873866924264815) | > loss_duration: 1.5974359512329102 (1.6595403249092517) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.709991455078125 (27.30536070449576) | > grad_norm_1: tensor(590.3615, device='cuda:0') (tensor(346.0370, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8716 (0.8609081091801765) | > loader_time: 0.0109 (0.010468526439772117)  --> TIME: 2025-05-12 07:21:27 -- STEP: 412/725 -- GLOBAL_STEP: 413850 | > loss_disc: 2.3050365447998047 (2.193841775354832) | > loss_disc_real_0: 0.1527048796415329 (0.1342950563841653) | > loss_disc_real_1: 0.1805073469877243 (0.18961760000262443) | > loss_disc_real_2: 0.21722473204135895 (0.1882303235961976) | > loss_disc_real_3: 0.23292896151542664 (0.2045351523291139) | > loss_disc_real_4: 0.23476828634738922 (0.19373788908847314) | > loss_disc_real_5: 0.22176319360733032 (0.20781456158288467) | > loss_0: 2.3050365447998047 (2.193841775354832) | > grad_norm_0: tensor(23.7108, device='cuda:0') (tensor(20.3192, device='cuda:0')) | > loss_gen: 2.7654716968536377 (2.777069537963685) | > loss_kl: 1.7714506387710571 (1.7133224172499573) | > loss_feat: 7.623950958251953 (8.322667727192627) | > loss_mel: 12.636896133422852 (12.89324913904505) | > loss_duration: 1.6715383529663086 (1.6601458701115204) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.469310760498047 (27.36645463369425) | > grad_norm_1: tensor(233.4566, device='cuda:0') (tensor(353.4135, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8799 (0.8613045869521725) | > loader_time: 0.01 (0.010474531974607288)  --> TIME: 2025-05-12 07:22:11 -- STEP: 462/725 -- GLOBAL_STEP: 413900 | > loss_disc: 2.2355995178222656 (2.193463234932393) | > loss_disc_real_0: 0.12885989248752594 (0.1342606447572574) | > loss_disc_real_1: 0.19673268496990204 (0.1898373569244946) | > loss_disc_real_2: 0.19797702133655548 (0.18788050053826674) | > loss_disc_real_3: 0.18728889524936676 (0.2045630039848807) | > loss_disc_real_4: 0.19433291256427765 (0.1936599624492388) | > loss_disc_real_5: 0.20523425936698914 (0.2078878622808497) | > loss_0: 2.2355995178222656 (2.193463234932393) | > grad_norm_0: tensor(11.4887, device='cuda:0') (tensor(20.7845, device='cuda:0')) | > loss_gen: 2.8213231563568115 (2.779953984987171) | > loss_kl: 1.9610782861709595 (1.7160821580267571) | > loss_feat: 8.376505851745605 (8.330414552193181) | > loss_mel: 13.29611873626709 (12.89349193696852) | > loss_duration: 1.677764654159546 (1.65972205957809) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.13279151916504 (27.379664664660698) | > grad_norm_1: tensor(419.0556, device='cuda:0') (tensor(360.5538, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8134 (0.8614897562827899) | > loader_time: 0.0096 (0.010489745573563998)  --> TIME: 2025-05-12 07:22:54 -- STEP: 512/725 -- GLOBAL_STEP: 413950 | > loss_disc: 2.091177225112915 (2.19357478641905) | > loss_disc_real_0: 0.10154552757740021 (0.1343709526554449) | > loss_disc_real_1: 0.17878040671348572 (0.1898081534018274) | > loss_disc_real_2: 0.17565275728702545 (0.1878425843897277) | > loss_disc_real_3: 0.16158510744571686 (0.20452839817153293) | > loss_disc_real_4: 0.2068304866552353 (0.19358515739440907) | > loss_disc_real_5: 0.2474852055311203 (0.20799776993226254) | > loss_0: 2.091177225112915 (2.19357478641905) | > grad_norm_0: tensor(12.1943, device='cuda:0') (tensor(20.7771, device='cuda:0')) | > loss_gen: 2.890526533126831 (2.776636093854907) | > loss_kl: 1.8492807149887085 (1.7125823649112135) | > loss_feat: 9.454598426818848 (8.317004532553254) | > loss_mel: 14.010519981384277 (12.89474410004914) | > loss_duration: 1.6056245565414429 (1.6604082670528437) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.810550689697266 (27.361375346779823) | > grad_norm_1: tensor(257.6693, device='cuda:0') (tensor(359.3611, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8508 (0.8610838768072426) | > loader_time: 0.0097 (0.010487808380275954)  --> TIME: 2025-05-12 07:23:38 -- STEP: 562/725 -- GLOBAL_STEP: 414000 | > loss_disc: 2.1695146560668945 (2.1946710511458734) | > loss_disc_real_0: 0.14037327468395233 (0.13438328173926295) | > loss_disc_real_1: 0.18326085805892944 (0.1898476256859683) | > loss_disc_real_2: 0.1808561533689499 (0.1879309348735522) | > loss_disc_real_3: 0.1967124491930008 (0.20465293346350727) | > loss_disc_real_4: 0.21504941582679749 (0.1936659718800694) | > loss_disc_real_5: 0.20194046199321747 (0.2079925511655433) | > loss_0: 2.1695146560668945 (2.1946710511458734) | > grad_norm_0: tensor(13.0181, device='cuda:0') (tensor(20.6955, device='cuda:0')) | > loss_gen: 2.8790383338928223 (2.774809454683734) | > loss_kl: 1.6505262851715088 (1.7099380225897687) | > loss_feat: 8.672426223754883 (8.309905641019556) | > loss_mel: 13.060153007507324 (12.886570282253933) | > loss_duration: 1.6214872598648071 (1.6601057983802296) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.883630752563477 (27.341329184291194) | > grad_norm_1: tensor(302.5413, device='cuda:0') (tensor(359.6043, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.9038 (0.8608103914192987) | > loader_time: 0.0099 (0.010483927998254297) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_414000.pth  --> TIME: 2025-05-12 07:24:24 -- STEP: 612/725 -- GLOBAL_STEP: 414050 | > loss_disc: 2.220365047454834 (2.1960024761608223) | > loss_disc_real_0: 0.14505958557128906 (0.1345443396153403) | > loss_disc_real_1: 0.21722710132598877 (0.19005402323662046) | > loss_disc_real_2: 0.20826052129268646 (0.1880612273037045) | > loss_disc_real_3: 0.19588401913642883 (0.20464918402090568) | > loss_disc_real_4: 0.18870867788791656 (0.19373293542394443) | > loss_disc_real_5: 0.20113568007946014 (0.20824907654348537) | > loss_0: 2.220365047454834 (2.1960024761608223) | > grad_norm_0: tensor(17.6549, device='cuda:0') (tensor(20.5208, device='cuda:0')) | > loss_gen: 2.70442271232605 (2.7717385603711517) | > loss_kl: 1.723805546760559 (1.7094676334873524) | > loss_feat: 8.408248901367188 (8.299775433696174) | > loss_mel: 12.901677131652832 (12.881595106685866) | > loss_duration: 1.5851471424102783 (1.6596345445689027) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.323301315307617 (27.322211256214203) | > grad_norm_1: tensor(374.7314, device='cuda:0') (tensor(354.4416, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8312 (0.860760210775862) | > loader_time: 0.009 (0.010496887895796024)  --> TIME: 2025-05-12 07:25:08 -- STEP: 662/725 -- GLOBAL_STEP: 414100 | > loss_disc: 2.168243169784546 (2.1961950591323594) | > loss_disc_real_0: 0.1885022521018982 (0.13455693062473645) | > loss_disc_real_1: 0.17522020637989044 (0.18992414876953692) | > loss_disc_real_2: 0.16871927678585052 (0.18799117768008916) | > loss_disc_real_3: 0.2079395055770874 (0.2047297914942946) | > loss_disc_real_4: 0.2103182077407837 (0.19380949302562397) | > loss_disc_real_5: 0.2498602718114853 (0.20850159608255336) | > loss_0: 2.168243169784546 (2.1961950591323594) | > grad_norm_0: tensor(31.7398, device='cuda:0') (tensor(20.6036, device='cuda:0')) | > loss_gen: 2.8384110927581787 (2.7723608791287973) | > loss_kl: 1.7838470935821533 (1.7116615682210086) | > loss_feat: 9.218713760375977 (8.295456602494156) | > loss_mel: 12.993085861206055 (12.8832482297615) | > loss_duration: 1.6605421304702759 (1.6600368410078774) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.494600296020508 (27.322764102785957) | > grad_norm_1: tensor(424.7548, device='cuda:0') (tensor(355.3158, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8968 (0.8606607280108868) | > loader_time: 0.0101 (0.010525923481160411)  --> TIME: 2025-05-12 07:25:52 -- STEP: 712/725 -- GLOBAL_STEP: 414150 | > loss_disc: 2.20671010017395 (2.1963686660099566) | > loss_disc_real_0: 0.1046065166592598 (0.13479978427960648) | > loss_disc_real_1: 0.20017318427562714 (0.1898848789670827) | > loss_disc_real_2: 0.21736834943294525 (0.18811649052698307) | > loss_disc_real_3: 0.20610876381397247 (0.20467677228989895) | > loss_disc_real_4: 0.17484769225120544 (0.1938852057949209) | > loss_disc_real_5: 0.19586622714996338 (0.20828802693174792) | > loss_0: 2.20671010017395 (2.1963686660099566) | > grad_norm_0: tensor(19.2895, device='cuda:0') (tensor(20.9939, device='cuda:0')) | > loss_gen: 2.8606534004211426 (2.7730789894468364) | > loss_kl: 1.817476511001587 (1.711568644207515) | > loss_feat: 8.796245574951172 (8.290216818284451) | > loss_mel: 13.504059791564941 (12.885053601157802) | > loss_duration: 1.6539576053619385 (1.6598234839653694) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.63239288330078 (27.319741516970506) | > grad_norm_1: tensor(441.0876, device='cuda:0') (tensor(358.1881, device='cuda:0')) | > current_lr_0: 0.00018771754357864076 | > current_lr_1: 0.00018771754357864076 | > step_time: 0.8288 (0.8617204099558715) | > loader_time: 0.0098 (0.010538148746061852)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.1517703533172607 (2.1517703533172607) | > loss_disc_real_0: 0.14676691591739655 (0.14676691591739655) | > loss_disc_real_1: 0.16685211658477783 (0.16685211658477783) | > loss_disc_real_2: 0.17403869330883026 (0.17403869330883026) | > loss_disc_real_3: 0.2400827556848526 (0.2400827556848526) | > loss_disc_real_4: 0.2154160439968109 (0.2154160439968109) | > loss_disc_real_5: 0.22699642181396484 (0.22699642181396484) | > loss_0: 2.1517703533172607 (2.1517703533172607) | > loss_gen: 2.972358226776123 (2.972358226776123) | > loss_kl: 2.1512033939361572 (2.1512033939361572) | > loss_feat: 9.934708595275879 (9.934708595275879) | > loss_mel: 14.414604187011719 (14.414604187011719) | > loss_duration: 1.711910367012024 (1.711910367012024) | > loss_1: 31.184783935546875 (31.184783935546875)  --> STEP: 1 | > loss_disc: 2.1680004596710205 (2.1680004596710205) | > loss_disc_real_0: 0.16667795181274414 (0.16667795181274414) | > loss_disc_real_1: 0.17564578354358673 (0.17564578354358673) | > loss_disc_real_2: 0.20288492739200592 (0.20288492739200592) | > loss_disc_real_3: 0.23221321403980255 (0.23221321403980255) | > loss_disc_real_4: 0.21687297523021698 (0.21687297523021698) | > loss_disc_real_5: 0.23554345965385437 (0.23554345965385437) | > loss_0: 2.1680004596710205 (2.1680004596710205) | > loss_gen: 3.0039658546447754 (3.0039658546447754) | > loss_kl: 2.289641857147217 (2.289641857147217) | > loss_feat: 8.464456558227539 (8.464456558227539) | > loss_mel: 14.090617179870605 (14.090617179870605) | > loss_duration: 1.8591878414154053 (1.8591878414154053) | > loss_1: 29.707868576049805 (29.707868576049805)  --> STEP: 2 | > loss_disc: 2.253119468688965 (2.2105599641799927) | > loss_disc_real_0: 0.15071596205234528 (0.1586969569325447) | > loss_disc_real_1: 0.18335959315299988 (0.1795026883482933) | > loss_disc_real_2: 0.17775480449199677 (0.19031986594200134) | > loss_disc_real_3: 0.24001701176166534 (0.23611511290073395) | > loss_disc_real_4: 0.20994098484516144 (0.2134069800376892) | > loss_disc_real_5: 0.2334020435810089 (0.23447275161743164) | > loss_0: 2.253119468688965 (2.2105599641799927) | > loss_gen: 2.735177516937256 (2.8695716857910156) | > loss_kl: 2.111177444458008 (2.2004096508026123) | > loss_feat: 8.873612403869629 (8.669034481048584) | > loss_mel: 12.792893409729004 (13.441755294799805) | > loss_duration: 1.8830881118774414 (1.8711379766464233) | > loss_1: 28.395950317382812 (29.05190944671631)  --> STEP: 3 | > loss_disc: 2.280691146850586 (2.2339370250701904) | > loss_disc_real_0: 0.1677360087633133 (0.16170997420946756) | > loss_disc_real_1: 0.19013085961341858 (0.18304541210333505) | > loss_disc_real_2: 0.19626767933368683 (0.19230247040589651) | > loss_disc_real_3: 0.2553626000881195 (0.2425309419631958) | > loss_disc_real_4: 0.2118333876132965 (0.21288244922955832) | > loss_disc_real_5: 0.24186934530735016 (0.23693828284740448) | > loss_0: 2.280691146850586 (2.2339370250701904) | > loss_gen: 2.724212884902954 (2.8211187521616616) | > loss_kl: 1.771937370300293 (2.0575855573018393) | > loss_feat: 7.488940238952637 (8.275669733683268) | > loss_mel: 12.294272422790527 (13.059261004130045) | > loss_duration: 1.8498508930206299 (1.8640422821044922) | > loss_1: 26.129213333129883 (28.077677408854168)  --> STEP: 4 | > loss_disc: 2.005746603012085 (2.176889419555664) | > loss_disc_real_0: 0.13443529605865479 (0.15489130467176437) | > loss_disc_real_1: 0.14134560525417328 (0.17262046039104462) | > loss_disc_real_2: 0.13773907721042633 (0.17866162210702896) | > loss_disc_real_3: 0.22681637108325958 (0.23860229924321175) | > loss_disc_real_4: 0.21374915540218353 (0.21309912577271461) | > loss_disc_real_5: 0.24499627947807312 (0.23895278200507164) | > loss_0: 2.005746603012085 (2.176889419555664) | > loss_gen: 3.1463277339935303 (2.902420997619629) | > loss_kl: 1.9721245765686035 (2.0362203121185303) | > loss_feat: 10.870128631591797 (8.9242844581604) | > loss_mel: 15.457911491394043 (13.658923625946045) | > loss_duration: 1.7964409589767456 (1.8471419513225555) | > loss_1: 33.2429313659668 (29.368990898132324) --> EVAL PERFORMANCE | > avg_loader_time: 0.32730263471603394 (-0.0035306215286254883) | > avg_loss_disc: 2.176889419555664 (-0.1295207142829895) | > avg_loss_disc_real_0: 0.15489130467176437 (-0.0251479335129261) | > avg_loss_disc_real_1: 0.17262046039104462 (-0.05484194681048393) | > avg_loss_disc_real_2: 0.17866162210702896 (-0.055077750235795975) | > avg_loss_disc_real_3: 0.23860229924321175 (+0.028592202812433243) | > avg_loss_disc_real_4: 0.21309912577271461 (-0.019887950271368027) | > avg_loss_disc_real_5: 0.23895278200507164 (+0.020155858248472214) | > avg_loss_0: 2.176889419555664 (-0.1295207142829895) | > avg_loss_gen: 2.902420997619629 (+0.008375883102416992) | > avg_loss_kl: 2.0362203121185303 (+0.08274826407432556) | > avg_loss_feat: 8.9242844581604 (+0.6875801086425781) | > avg_loss_mel: 13.658923625946045 (+0.6010582447052002) | > avg_loss_duration: 1.8471419513225555 (+0.013897627592086792) | > avg_loss_1: 29.368990898132324 (+1.3936595916748047)  > EPOCH: 508/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 07:26:10)   --> TIME: 2025-05-12 07:26:45 -- STEP: 37/725 -- GLOBAL_STEP: 414200 | > loss_disc: 2.280197858810425 (2.2083402002179944) | > loss_disc_real_0: 0.16157612204551697 (0.1351287191784059) | > loss_disc_real_1: 0.19547578692436218 (0.1897576330481349) | > loss_disc_real_2: 0.1914663314819336 (0.18842280072134895) | > loss_disc_real_3: 0.23649603128433228 (0.20759682115670797) | > loss_disc_real_4: 0.19244889914989471 (0.19499889741072784) | > loss_disc_real_5: 0.24233204126358032 (0.21081252557200356) | > loss_0: 2.280197858810425 (2.2083402002179944) | > grad_norm_0: tensor(13.9640, device='cuda:0') (tensor(18.3375, device='cuda:0')) | > loss_gen: 2.610666036605835 (2.7488401709376156) | > loss_kl: 1.6056243181228638 (1.7570715981560785) | > loss_feat: 7.494737148284912 (8.322912873448553) | > loss_mel: 11.176057815551758 (13.048195710053315) | > loss_duration: 1.6595194339752197 (1.6567269080394023) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.546606063842773 (27.53374754415976) | > grad_norm_1: tensor(305.1255, device='cuda:0') (tensor(250.8880, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8645 (0.859543007773322) | > loader_time: 0.0104 (0.010368836892617715)  --> TIME: 2025-05-12 07:27:29 -- STEP: 87/725 -- GLOBAL_STEP: 414250 | > loss_disc: 2.292682409286499 (2.2012877573912166) | > loss_disc_real_0: 0.1572459191083908 (0.13443514413532168) | > loss_disc_real_1: 0.18498006463050842 (0.188912820370718) | > loss_disc_real_2: 0.19324935972690582 (0.18748022581654034) | > loss_disc_real_3: 0.23804457485675812 (0.20683740353447266) | > loss_disc_real_4: 0.21315281093120575 (0.1948017959279576) | > loss_disc_real_5: 0.23765408992767334 (0.2112210043545427) | > loss_0: 2.292682409286499 (2.2012877573912166) | > grad_norm_0: tensor(13.6312, device='cuda:0') (tensor(17.6499, device='cuda:0')) | > loss_gen: 2.609344959259033 (2.7500951564174967) | > loss_kl: 1.7536081075668335 (1.7447162277397068) | > loss_feat: 7.4086761474609375 (8.295447996292996) | > loss_mel: 12.603002548217773 (12.959091120752797) | > loss_duration: 1.6338672637939453 (1.6579864806142346) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.00849723815918 (27.40733694756168) | > grad_norm_1: tensor(357.5165, device='cuda:0') (tensor(256.6923, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8391 (0.8633185090689823) | > loader_time: 0.0094 (0.010282612395012516)  --> TIME: 2025-05-12 07:28:13 -- STEP: 137/725 -- GLOBAL_STEP: 414300 | > loss_disc: 2.13619327545166 (2.192543837275818) | > loss_disc_real_0: 0.11226391047239304 (0.13351257232418884) | > loss_disc_real_1: 0.20168334245681763 (0.18807467535464434) | > loss_disc_real_2: 0.1866386979818344 (0.1866600257854392) | > loss_disc_real_3: 0.18554861843585968 (0.20566844711773588) | > loss_disc_real_4: 0.20316998660564423 (0.19437489283345916) | > loss_disc_real_5: 0.20314596593379974 (0.20963304190740098) | > loss_0: 2.13619327545166 (2.192543837275818) | > grad_norm_0: tensor(16.3546, device='cuda:0') (tensor(17.9377, device='cuda:0')) | > loss_gen: 2.916837215423584 (2.7597074317236014) | > loss_kl: 1.7736276388168335 (1.7304993049941795) | > loss_feat: 9.117587089538574 (8.334453189460037) | > loss_mel: 12.82615852355957 (12.907817137502406) | > loss_duration: 1.6425812244415283 (1.6592736766286136) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.276792526245117 (27.39175069767193) | > grad_norm_1: tensor(304.9207, device='cuda:0') (tensor(279.3552, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8353 (0.8645920944909979) | > loader_time: 0.0116 (0.010303138816443673)  --> TIME: 2025-05-12 07:28:57 -- STEP: 187/725 -- GLOBAL_STEP: 414350 | > loss_disc: 2.3156981468200684 (2.196177710823833) | > loss_disc_real_0: 0.19549819827079773 (0.1337322378381688) | > loss_disc_real_1: 0.17459340393543243 (0.1890534599197102) | > loss_disc_real_2: 0.1857907921075821 (0.18794335480679802) | > loss_disc_real_3: 0.173512801527977 (0.20563708054509386) | > loss_disc_real_4: 0.201419860124588 (0.19469250722683687) | > loss_disc_real_5: 0.21495267748832703 (0.20905197160766725) | > loss_0: 2.3156981468200684 (2.196177710823833) | > grad_norm_0: tensor(13.7440, device='cuda:0') (tensor(18.4175, device='cuda:0')) | > loss_gen: 2.505627393722534 (2.763391889990331) | > loss_kl: 1.7915714979171753 (1.725804658497081) | > loss_feat: 7.403817653656006 (8.342659430070366) | > loss_mel: 11.782296180725098 (12.913991096822974) | > loss_duration: 1.6663379669189453 (1.6607847360366166) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.149648666381836 (27.40663175531887) | > grad_norm_1: tensor(390.8176, device='cuda:0') (tensor(292.1652, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8637 (0.8645228587369868) | > loader_time: 0.0101 (0.010295217687433418)  --> TIME: 2025-05-12 07:29:41 -- STEP: 237/725 -- GLOBAL_STEP: 414400 | > loss_disc: 2.2353689670562744 (2.1929119040694416) | > loss_disc_real_0: 0.10647748410701752 (0.13338292858520137) | > loss_disc_real_1: 0.1946401596069336 (0.18881790943538088) | > loss_disc_real_2: 0.18772412836551666 (0.1877518862737382) | > loss_disc_real_3: 0.22964929044246674 (0.20494323880863585) | > loss_disc_real_4: 0.18470558524131775 (0.19424418073917743) | > loss_disc_real_5: 0.22208131849765778 (0.2092167281777547) | > loss_0: 2.2353689670562744 (2.1929119040694416) | > grad_norm_0: tensor(24.5545, device='cuda:0') (tensor(19.7234, device='cuda:0')) | > loss_gen: 2.857830762863159 (2.767927006830142) | > loss_kl: 2.002081871032715 (1.7176999200748493) | > loss_feat: 7.577181816101074 (8.348666420465786) | > loss_mel: 12.403816223144531 (12.898745601187276) | > loss_duration: 1.6467870473861694 (1.661383679144493) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.48769760131836 (27.394422611606775) | > grad_norm_1: tensor(334.8689, device='cuda:0') (tensor(305.2660, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8285 (0.8658462244750075) | > loader_time: 0.0095 (0.010338187720705187)  --> TIME: 2025-05-12 07:30:25 -- STEP: 287/725 -- GLOBAL_STEP: 414450 | > loss_disc: 2.2338669300079346 (2.1932131766442224) | > loss_disc_real_0: 0.1217091903090477 (0.13350368921972733) | > loss_disc_real_1: 0.20265163481235504 (0.18890093002169805) | > loss_disc_real_2: 0.20174327492713928 (0.18803804463833468) | > loss_disc_real_3: 0.19238673150539398 (0.20490169436881764) | > loss_disc_real_4: 0.2045283317565918 (0.1939849195164671) | > loss_disc_real_5: 0.19101077318191528 (0.20918458347121183) | > loss_0: 2.2338669300079346 (2.1932131766442224) | > grad_norm_0: tensor(36.7033, device='cuda:0') (tensor(20.1628, device='cuda:0')) | > loss_gen: 2.7604572772979736 (2.7698708128846055) | > loss_kl: 1.6622710227966309 (1.7251870727705207) | > loss_feat: 8.013643264770508 (8.35272242383259) | > loss_mel: 12.848970413208008 (12.924916380373862) | > loss_duration: 1.6821385622024536 (1.6610953371699262) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.96748161315918 (27.4337920145706) | > grad_norm_1: tensor(572.7457, device='cuda:0') (tensor(315.1502, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8189 (0.8648235556971322) | > loader_time: 0.0106 (0.010404990525195824)  --> TIME: 2025-05-12 07:31:09 -- STEP: 337/725 -- GLOBAL_STEP: 414500 | > loss_disc: 2.152634620666504 (2.1953927851572246) | > loss_disc_real_0: 0.09432227164506912 (0.13376854704996954) | > loss_disc_real_1: 0.16796875 (0.18921687650751287) | > loss_disc_real_2: 0.17609260976314545 (0.18838303732942757) | > loss_disc_real_3: 0.19850660860538483 (0.20481873624225752) | > loss_disc_real_4: 0.19336561858654022 (0.19439885068894855) | > loss_disc_real_5: 0.23598186671733856 (0.2089894542177636) | > loss_0: 2.152634620666504 (2.1953927851572246) | > grad_norm_0: tensor(20.4078, device='cuda:0') (tensor(20.4486, device='cuda:0')) | > loss_gen: 2.8565616607666016 (2.7706932292847672) | > loss_kl: 1.7698752880096436 (1.7218373773359756) | > loss_feat: 8.745266914367676 (8.329503250405056) | > loss_mel: 14.003679275512695 (12.899648193789524) | > loss_duration: 1.6382806301116943 (1.6607438410778785) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.01366424560547 (27.382425857227) | > grad_norm_1: tensor(470.7069, device='cuda:0') (tensor(323.1122, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8786 (0.8645525707335431) | > loader_time: 0.0101 (0.010416734819949905)  --> TIME: 2025-05-12 07:31:53 -- STEP: 387/725 -- GLOBAL_STEP: 414550 | > loss_disc: 2.180698871612549 (2.1978015588543545) | > loss_disc_real_0: 0.1464162915945053 (0.13418229559595277) | > loss_disc_real_1: 0.19752950966358185 (0.18950835544163558) | > loss_disc_real_2: 0.173916757106781 (0.18825974944950075) | > loss_disc_real_3: 0.21307919919490814 (0.2049334877067142) | > loss_disc_real_4: 0.21347658336162567 (0.19459930154704316) | > loss_disc_real_5: 0.21628029644489288 (0.20928786456276896) | > loss_0: 2.180698871612549 (2.1978015588543545) | > grad_norm_0: tensor(29.3164, device='cuda:0') (tensor(20.6990, device='cuda:0')) | > loss_gen: 2.7173962593078613 (2.76924636998534) | > loss_kl: 1.782972812652588 (1.7201722613908832) | > loss_feat: 7.643338203430176 (8.329267128493427) | > loss_mel: 12.08048152923584 (12.896391178594392) | > loss_duration: 1.7402300834655762 (1.660567763547873) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.964420318603516 (27.37564469862354) | > grad_norm_1: tensor(364.0934, device='cuda:0') (tensor(328.4568, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8844 (0.8642370830210606) | > loader_time: 0.0099 (0.010402833460529332)  --> TIME: 2025-05-12 07:32:36 -- STEP: 437/725 -- GLOBAL_STEP: 414600 | > loss_disc: 2.112851619720459 (2.1994747130767176) | > loss_disc_real_0: 0.09053972363471985 (0.1347029952660577) | > loss_disc_real_1: 0.2039618343114853 (0.1895760174337732) | > loss_disc_real_2: 0.18398895859718323 (0.1882378960228621) | > loss_disc_real_3: 0.2105976790189743 (0.20517825943927198) | > loss_disc_real_4: 0.16441529989242554 (0.19438291571233043) | > loss_disc_real_5: 0.21703974902629852 (0.20947603513092417) | > loss_0: 2.112851619720459 (2.1994747130767176) | > grad_norm_0: tensor(26.6175, device='cuda:0') (tensor(20.7543, device='cuda:0')) | > loss_gen: 2.9073925018310547 (2.7672721690389612) | > loss_kl: 1.7441442012786865 (1.718884745506182) | > loss_feat: 9.458685874938965 (8.31578953042455) | > loss_mel: 13.721914291381836 (12.873194465375333) | > loss_duration: 1.6285340785980225 (1.6603142885103381) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.460670471191406 (27.33545518085122) | > grad_norm_1: tensor(450.3357, device='cuda:0') (tensor(331.5754, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.9081 (0.8636596410170847) | > loader_time: 0.0101 (0.010422269048625322)  --> TIME: 2025-05-12 07:33:21 -- STEP: 487/725 -- GLOBAL_STEP: 414650 | > loss_disc: 2.2545013427734375 (2.1990460979865087) | > loss_disc_real_0: 0.13348782062530518 (0.13503993981856335) | > loss_disc_real_1: 0.1931004524230957 (0.18948968250526296) | > loss_disc_real_2: 0.1805698573589325 (0.1881891589389934) | > loss_disc_real_3: 0.18883386254310608 (0.20517948698214192) | > loss_disc_real_4: 0.17249616980552673 (0.19418757043212842) | > loss_disc_real_5: 0.20250724256038666 (0.20924851555354296) | > loss_0: 2.2545013427734375 (2.1990460979865087) | > grad_norm_0: tensor(15.3204, device='cuda:0') (tensor(21.1566, device='cuda:0')) | > loss_gen: 2.619579553604126 (2.7700174177941363) | > loss_kl: 1.7170627117156982 (1.7216467409408067) | > loss_feat: 7.9197211265563965 (8.321075549115873) | > loss_mel: 11.739660263061523 (12.881640825917836) | > loss_duration: 1.636386513710022 (1.6607696143508694) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.632410049438477 (27.355150124865148) | > grad_norm_1: tensor(413.0625, device='cuda:0') (tensor(339.1578, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8221 (0.8646943412522272) | > loader_time: 0.0095 (0.010405302047729489)  --> TIME: 2025-05-12 07:34:05 -- STEP: 537/725 -- GLOBAL_STEP: 414700 | > loss_disc: 2.345665454864502 (2.199929242471522) | > loss_disc_real_0: 0.1267690658569336 (0.1352943413556176) | > loss_disc_real_1: 0.2085815817117691 (0.18966602080361136) | > loss_disc_real_2: 0.21108974516391754 (0.1885925491151419) | > loss_disc_real_3: 0.24623063206672668 (0.20509207823090048) | > loss_disc_real_4: 0.19761516153812408 (0.1945066119871993) | > loss_disc_real_5: 0.1907309740781784 (0.209052082380103) | > loss_0: 2.345665454864502 (2.199929242471522) | > grad_norm_0: tensor(19.4895, device='cuda:0') (tensor(21.3247, device='cuda:0')) | > loss_gen: 2.6114652156829834 (2.7707091514402715) | > loss_kl: 1.5584930181503296 (1.7193149554662863) | > loss_feat: 7.137655258178711 (8.321577647544814) | > loss_mel: 11.273934364318848 (12.892154968872642) | > loss_duration: 1.6782305240631104 (1.6613014044042407) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.259777069091797 (27.36505809975736) | > grad_norm_1: tensor(472.2552, device='cuda:0') (tensor(343.3116, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8539 (0.864429180848532) | > loader_time: 0.0115 (0.010405265641168062)  --> TIME: 2025-05-12 07:34:48 -- STEP: 587/725 -- GLOBAL_STEP: 414750 | > loss_disc: 2.4805331230163574 (2.2013617518407123) | > loss_disc_real_0: 0.14297963678836823 (0.13534800804757974) | > loss_disc_real_1: 0.22350794076919556 (0.18971067880243828) | > loss_disc_real_2: 0.22088514268398285 (0.18901937902989127) | > loss_disc_real_3: 0.22214965522289276 (0.20510572321979517) | > loss_disc_real_4: 0.23800353705883026 (0.19459071346706192) | > loss_disc_real_5: 0.20747160911560059 (0.20892815456885905) | > loss_0: 2.4805331230163574 (2.2013617518407123) | > grad_norm_0: tensor(28.7767, device='cuda:0') (tensor(21.2523, device='cuda:0')) | > loss_gen: 2.330925464630127 (2.769515136234603) | > loss_kl: 1.7259665727615356 (1.717977410280724) | > loss_feat: 5.6735148429870605 (8.306947291405072) | > loss_mel: 9.588115692138672 (12.883964454091998) | > loss_duration: 1.6436200141906738 (1.6608536160174983) | > amp_scaler: 256.0 (256.0) | > loss_1: 20.962141036987305 (27.339257888534004) | > grad_norm_1: tensor(214.3917, device='cuda:0') (tensor(343.5053, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8614 (0.8642178450979204) | > loader_time: 0.0109 (0.01043089447476388)  --> TIME: 2025-05-12 07:35:32 -- STEP: 637/725 -- GLOBAL_STEP: 414800 | > loss_disc: 2.1857144832611084 (2.202458220523793) | > loss_disc_real_0: 0.1623927652835846 (0.13506074393609604) | > loss_disc_real_1: 0.18456508219242096 (0.1898270017544929) | > loss_disc_real_2: 0.17554675042629242 (0.18904338056569558) | > loss_disc_real_3: 0.21647000312805176 (0.20529736162074136) | > loss_disc_real_4: 0.17687176167964935 (0.19458253136609388) | > loss_disc_real_5: 0.19924940168857574 (0.2091681699691051) | > loss_0: 2.1857144832611084 (2.202458220523793) | > grad_norm_0: tensor(29.4121, device='cuda:0') (tensor(21.2324, device='cuda:0')) | > loss_gen: 2.7118372917175293 (2.766095099681214) | > loss_kl: 1.6080431938171387 (1.7168825720692722) | > loss_feat: 8.743128776550293 (8.29699453491618) | > loss_mel: 13.196076393127441 (12.875073600601365) | > loss_duration: 1.6297531127929688 (1.6608760922071129) | > amp_scaler: 512.0 (262.43014128728424) | > loss_1: 27.888839721679688 (27.315921882258106) | > grad_norm_1: tensor(500.8814, device='cuda:0') (tensor(342.7317, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8638 (0.8638017682864492) | > loader_time: 0.0109 (0.010463645731448368)  --> TIME: 2025-05-12 07:36:16 -- STEP: 687/725 -- GLOBAL_STEP: 414850 | > loss_disc: 2.2036521434783936 (2.2011357821751907) | > loss_disc_real_0: 0.14817951619625092 (0.1347084263396573) | > loss_disc_real_1: 0.18509790301322937 (0.18970803328650152) | > loss_disc_real_2: 0.19510868191719055 (0.1888720178447955) | > loss_disc_real_3: 0.19557684659957886 (0.2052693597571125) | > loss_disc_real_4: 0.17456309497356415 (0.19448707863319753) | > loss_disc_real_5: 0.1587618887424469 (0.2091323190424293) | > loss_0: 2.2036521434783936 (2.2011357821751907) | > grad_norm_0: tensor(10.4558, device='cuda:0') (tensor(21.3258, device='cuda:0')) | > loss_gen: 2.779402256011963 (2.766292846879586) | > loss_kl: 1.6266374588012695 (1.716071602906028) | > loss_feat: 8.484125137329102 (8.295388638886475) | > loss_mel: 12.135307312011719 (12.877481170443295) | > loss_duration: 1.6680386066436768 (1.660726698031418) | > amp_scaler: 256.0 (278.7307132459973) | > loss_1: 26.693511962890625 (27.315960938232955) | > grad_norm_1: tensor(342.0796, device='cuda:0') (tensor(344.7052, device='cuda:0')) | > current_lr_0: 0.00018769407888569344 | > current_lr_1: 0.00018769407888569344 | > step_time: 0.8684 (0.8634068511285464) | > loader_time: 0.0129 (0.010525320294642546)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2412824630737305 (2.2412824630737305) | > loss_disc_real_0: 0.1289689689874649 (0.1289689689874649) | > loss_disc_real_1: 0.20020006597042084 (0.20020006597042084) | > loss_disc_real_2: 0.24352817237377167 (0.24352817237377167) | > loss_disc_real_3: 0.20787067711353302 (0.20787067711353302) | > loss_disc_real_4: 0.215642049908638 (0.215642049908638) | > loss_disc_real_5: 0.22358673810958862 (0.22358673810958862) | > loss_0: 2.2412824630737305 (2.2412824630737305) | > loss_gen: 2.7962749004364014 (2.7962749004364014) | > loss_kl: 2.1868948936462402 (2.1868948936462402) | > loss_feat: 8.499403953552246 (8.499403953552246) | > loss_mel: 13.735072135925293 (13.735072135925293) | > loss_duration: 1.741107702255249 (1.741107702255249) | > loss_1: 28.95875358581543 (28.95875358581543)  --> STEP: 1 | > loss_disc: 2.3685007095336914 (2.3685007095336914) | > loss_disc_real_0: 0.12549476325511932 (0.12549476325511932) | > loss_disc_real_1: 0.2268640249967575 (0.2268640249967575) | > loss_disc_real_2: 0.2540431320667267 (0.2540431320667267) | > loss_disc_real_3: 0.23206515610218048 (0.23206515610218048) | > loss_disc_real_4: 0.22742460668087006 (0.22742460668087006) | > loss_disc_real_5: 0.23501911759376526 (0.23501911759376526) | > loss_0: 2.3685007095336914 (2.3685007095336914) | > loss_gen: 2.6358401775360107 (2.6358401775360107) | > loss_kl: 2.059288501739502 (2.059288501739502) | > loss_feat: 7.488488674163818 (7.488488674163818) | > loss_mel: 12.711216926574707 (12.711216926574707) | > loss_duration: 1.8677537441253662 (1.8677537441253662) | > loss_1: 26.762588500976562 (26.762588500976562)  --> STEP: 2 | > loss_disc: 2.2375919818878174 (2.3030463457107544) | > loss_disc_real_0: 0.12610937654972076 (0.12580206990242004) | > loss_disc_real_1: 0.20567145943641663 (0.21626774221658707) | > loss_disc_real_2: 0.24413342773914337 (0.24908827990293503) | > loss_disc_real_3: 0.2246280163526535 (0.228346586227417) | > loss_disc_real_4: 0.19255609810352325 (0.20999035239219666) | > loss_disc_real_5: 0.2640186846256256 (0.24951890110969543) | > loss_0: 2.2375919818878174 (2.3030463457107544) | > loss_gen: 2.815840721130371 (2.725840449333191) | > loss_kl: 2.0860707759857178 (2.07267963886261) | > loss_feat: 8.269826889038086 (7.879157781600952) | > loss_mel: 13.261287689208984 (12.986252307891846) | > loss_duration: 1.8849141597747803 (1.8763339519500732) | > loss_1: 28.31793975830078 (27.540264129638672)  --> STEP: 3 | > loss_disc: 2.4123806953430176 (2.339491128921509) | > loss_disc_real_0: 0.13840261101722717 (0.13000225027402243) | > loss_disc_real_1: 0.23090609908103943 (0.22114719450473785) | > loss_disc_real_2: 0.25516316294670105 (0.2511132409175237) | > loss_disc_real_3: 0.22563068568706512 (0.2274412860472997) | > loss_disc_real_4: 0.23826363682746887 (0.21941478053728738) | > loss_disc_real_5: 0.2563583254814148 (0.25179870923360187) | > loss_0: 2.4123806953430176 (2.339491128921509) | > loss_gen: 2.5987465381622314 (2.6834758122762046) | > loss_kl: 1.9854542016983032 (2.0436044931411743) | > loss_feat: 6.983713626861572 (7.580676396687825) | > loss_mel: 11.68297290802002 (12.551825841267904) | > loss_duration: 1.8534011840820312 (1.8686896959940593) | > loss_1: 25.104290008544922 (26.728272755940754)  --> STEP: 4 | > loss_disc: 2.229926586151123 (2.3120999932289124) | > loss_disc_real_0: 0.10754035413265228 (0.12438677623867989) | > loss_disc_real_1: 0.25232619047164917 (0.22894194349646568) | > loss_disc_real_2: 0.2313249260187149 (0.2461661621928215) | > loss_disc_real_3: 0.17975430190563202 (0.21551954001188278) | > loss_disc_real_4: 0.2261548638343811 (0.22109980136156082) | > loss_disc_real_5: 0.25359752774238586 (0.2522484138607979) | > loss_0: 2.229926586151123 (2.3120999932289124) | > loss_gen: 2.8531494140625 (2.7258942127227783) | > loss_kl: 1.8541802167892456 (1.9962484240531921) | > loss_feat: 7.703072547912598 (7.6112754344940186) | > loss_mel: 13.925362586975098 (12.895210027694702) | > loss_duration: 1.7826496362686157 (1.8471796810626984) | > loss_1: 28.11841583251953 (27.07580852508545) --> EVAL PERFORMANCE | > avg_loader_time: 0.32671666145324707 (-0.0005859732627868652) | > avg_loss_disc: 2.3120999932289124 (+0.1352105736732483) | > avg_loss_disc_real_0: 0.12438677623867989 (-0.030504528433084488) | > avg_loss_disc_real_1: 0.22894194349646568 (+0.056321483105421066) | > avg_loss_disc_real_2: 0.2461661621928215 (+0.06750454008579254) | > avg_loss_disc_real_3: 0.21551954001188278 (-0.023082759231328964) | > avg_loss_disc_real_4: 0.22109980136156082 (+0.008000675588846207) | > avg_loss_disc_real_5: 0.2522484138607979 (+0.013295631855726242) | > avg_loss_0: 2.3120999932289124 (+0.1352105736732483) | > avg_loss_gen: 2.7258942127227783 (-0.17652678489685059) | > avg_loss_kl: 1.9962484240531921 (-0.039971888065338135) | > avg_loss_feat: 7.6112754344940186 (-1.3130090236663818) | > avg_loss_mel: 12.895210027694702 (-0.7637135982513428) | > avg_loss_duration: 1.8471796810626984 (+3.7729740142822266e-05) | > avg_loss_1: 27.07580852508545 (-2.293182373046875)  > EPOCH: 509/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 07:36:56)   --> TIME: 2025-05-12 07:37:09 -- STEP: 12/725 -- GLOBAL_STEP: 414900 | > loss_disc: 2.1929807662963867 (2.253422498703003) | > loss_disc_real_0: 0.09790591895580292 (0.13611462650199732) | > loss_disc_real_1: 0.20419594645500183 (0.19828136886159578) | > loss_disc_real_2: 0.22051101922988892 (0.19035659730434418) | > loss_disc_real_3: 0.17818383872509003 (0.2075873203575611) | > loss_disc_real_4: 0.16267040371894836 (0.198688555508852) | > loss_disc_real_5: 0.18459835648536682 (0.22252106169859567) | > loss_0: 2.1929807662963867 (2.253422498703003) | > grad_norm_0: tensor(19.6726, device='cuda:0') (tensor(24.4947, device='cuda:0')) | > loss_gen: 2.7529990673065186 (2.727324426174164) | > loss_kl: 1.63860285282135 (1.7616129716237385) | > loss_feat: 8.326677322387695 (8.129293402036032) | > loss_mel: 12.334878921508789 (12.891744454701742) | > loss_duration: 1.6634929180145264 (1.6544122397899628) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.716650009155273 (27.164387226104736) | > grad_norm_1: tensor(479.0703, device='cuda:0') (tensor(432.6782, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8647 (0.8523110747337341) | > loader_time: 0.0132 (0.012336472670237223)  --> TIME: 2025-05-12 07:37:54 -- STEP: 62/725 -- GLOBAL_STEP: 414950 | > loss_disc: 2.2618048191070557 (2.211973947863425) | > loss_disc_real_0: 0.129713237285614 (0.1352195141296233) | > loss_disc_real_1: 0.20476052165031433 (0.19037773868729985) | > loss_disc_real_2: 0.20294496417045593 (0.1879874006394417) | > loss_disc_real_3: 0.1918305605649948 (0.20764608104382792) | > loss_disc_real_4: 0.1965479850769043 (0.19594018786184253) | > loss_disc_real_5: 0.21150963008403778 (0.21094748546038905) | > loss_0: 2.2618048191070557 (2.211973947863425) | > grad_norm_0: tensor(21.9372, device='cuda:0') (tensor(23.3758, device='cuda:0')) | > loss_gen: 2.608649253845215 (2.7450866968401018) | > loss_kl: 1.7208682298660278 (1.7294151840671417) | > loss_feat: 7.95749044418335 (8.268817432465092) | > loss_mel: 12.496764183044434 (12.913594492020145) | > loss_duration: 1.7152272462844849 (1.6578069463852914) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.498998641967773 (27.314720646027595) | > grad_norm_1: tensor(521.9155, device='cuda:0') (tensor(393.5314, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8451 (0.8681507995051723) | > loader_time: 0.0118 (0.011494436571674963)  --> TIME: 2025-05-12 07:38:38 -- STEP: 112/725 -- GLOBAL_STEP: 415000 | > loss_disc: 2.19299578666687 (2.212768203445843) | > loss_disc_real_0: 0.11551030725240707 (0.1370931527178203) | > loss_disc_real_1: 0.1830654740333557 (0.19008484057017735) | > loss_disc_real_2: 0.2029425948858261 (0.18856289557048247) | > loss_disc_real_3: 0.20383967459201813 (0.206389954579728) | > loss_disc_real_4: 0.16784019768238068 (0.19476111046969896) | > loss_disc_real_5: 0.21282309293746948 (0.21035922983927385) | > loss_0: 2.19299578666687 (2.212768203445843) | > grad_norm_0: tensor(23.4627, device='cuda:0') (tensor(24.3884, device='cuda:0')) | > loss_gen: 2.722175359725952 (2.7478987915175312) | > loss_kl: 1.5676974058151245 (1.7357004880905151) | > loss_feat: 8.6517972946167 (8.247960673911225) | > loss_mel: 13.404122352600098 (12.845524626118797) | > loss_duration: 1.6365950107574463 (1.6612069585493636) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.98238754272461 (27.238291467939103) | > grad_norm_1: tensor(82.3320, device='cuda:0') (tensor(389.3057, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8467 (0.8698249672140393) | > loader_time: 0.0096 (0.011218943766185216) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_415000.pth  --> TIME: 2025-05-12 07:39:25 -- STEP: 162/725 -- GLOBAL_STEP: 415050 | > loss_disc: 2.32376766204834 (2.208095760993016) | > loss_disc_real_0: 0.15611426532268524 (0.1368929159218148) | > loss_disc_real_1: 0.19389745593070984 (0.1895076821983596) | > loss_disc_real_2: 0.21883226931095123 (0.18798403165958547) | > loss_disc_real_3: 0.18995356559753418 (0.20517150183886662) | > loss_disc_real_4: 0.19676102697849274 (0.19461227291160152) | > loss_disc_real_5: 0.19719013571739197 (0.2094691147406896) | > loss_0: 2.32376766204834 (2.208095760993016) | > grad_norm_0: tensor(18.0846, device='cuda:0') (tensor(23.1560, device='cuda:0')) | > loss_gen: 2.641871929168701 (2.7539046517124897) | > loss_kl: 1.8059961795806885 (1.7314856295232424) | > loss_feat: 7.081491947174072 (8.30081667723479) | > loss_mel: 12.245943069458008 (12.89727769663305) | > loss_duration: 1.6117733716964722 (1.6606644399372148) | > amp_scaler: 128.0 (233.87654320987653) | > loss_1: 25.387075424194336 (27.344149036171995) | > grad_norm_1: tensor(145.7770, device='cuda:0') (tensor(374.0835, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8621 (0.8686019859196227) | > loader_time: 0.0096 (0.011039108405878517)  --> TIME: 2025-05-12 07:40:09 -- STEP: 212/725 -- GLOBAL_STEP: 415100 | > loss_disc: 2.163224220275879 (2.2033441359142087) | > loss_disc_real_0: 0.10132279992103577 (0.13665797849589945) | > loss_disc_real_1: 0.1872367262840271 (0.18901150019944835) | > loss_disc_real_2: 0.17210835218429565 (0.1875377467499589) | > loss_disc_real_3: 0.18724556267261505 (0.2048574489242626) | > loss_disc_real_4: 0.2024257481098175 (0.19420203194022173) | > loss_disc_real_5: 0.2140907645225525 (0.20964607280099168) | > loss_0: 2.163224220275879 (2.2033441359142087) | > grad_norm_0: tensor(21.4309, device='cuda:0') (tensor(22.0027, device='cuda:0')) | > loss_gen: 2.731191635131836 (2.754651212467339) | > loss_kl: 1.5743166208267212 (1.7243746732765777) | > loss_feat: 8.490367889404297 (8.29848843025711) | > loss_mel: 12.9097318649292 (12.89209733369216) | > loss_duration: 1.6944570541381836 (1.6606947802147776) | > amp_scaler: 128.0 (208.9056603773585) | > loss_1: 27.400066375732422 (27.330306395044868) | > grad_norm_1: tensor(466.2556, device='cuda:0') (tensor(362.8515, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8585 (0.8678973733254198) | > loader_time: 0.0099 (0.010778333780900486)  --> TIME: 2025-05-12 07:40:53 -- STEP: 262/725 -- GLOBAL_STEP: 415150 | > loss_disc: 2.2064247131347656 (2.2016207607647846) | > loss_disc_real_0: 0.14691577851772308 (0.13603771136689743) | > loss_disc_real_1: 0.18515458703041077 (0.18879912315889166) | > loss_disc_real_2: 0.1746814101934433 (0.18721274104509644) | > loss_disc_real_3: 0.17018991708755493 (0.20493146214093874) | > loss_disc_real_4: 0.18891212344169617 (0.19438610225915903) | > loss_disc_real_5: 0.20768854022026062 (0.20973364991768625) | > loss_0: 2.2064247131347656 (2.2016207607647846) | > grad_norm_0: tensor(21.2684, device='cuda:0') (tensor(21.8881, device='cuda:0')) | > loss_gen: 2.657878875732422 (2.7611494446528786) | > loss_kl: 1.7116506099700928 (1.7189851093838235) | > loss_feat: 8.727160453796387 (8.322086909345085) | > loss_mel: 13.946284294128418 (12.90795232685468) | > loss_duration: 1.6460391283035278 (1.661258722079619) | > amp_scaler: 128.0 (193.46564885496184) | > loss_1: 28.689014434814453 (27.3714324427015) | > grad_norm_1: tensor(174.7229, device='cuda:0') (tensor(363.1305, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.9048 (0.866881092086093) | > loader_time: 0.0101 (0.010586603907228424)  --> TIME: 2025-05-12 07:41:36 -- STEP: 312/725 -- GLOBAL_STEP: 415200 | > loss_disc: 2.281726598739624 (2.206227724368756) | > loss_disc_real_0: 0.18627475202083588 (0.13620100743495503) | > loss_disc_real_1: 0.17618457973003387 (0.18919609458400644) | > loss_disc_real_2: 0.17842425405979156 (0.18773432725515113) | > loss_disc_real_3: 0.24408011138439178 (0.20533815002403202) | > loss_disc_real_4: 0.2122102677822113 (0.19465884867195896) | > loss_disc_real_5: 0.20152688026428223 (0.20988649048675329) | > loss_0: 2.281726598739624 (2.206227724368756) | > grad_norm_0: tensor(21.7908, device='cuda:0') (tensor(22.3094, device='cuda:0')) | > loss_gen: 2.7490694522857666 (2.757597088813782) | > loss_kl: 1.6746000051498413 (1.7154274204602609) | > loss_feat: 7.2751030921936035 (8.288297347533396) | > loss_mel: 12.22553825378418 (12.877064983050031) | > loss_duration: 1.6425466537475586 (1.6606622013526084) | > amp_scaler: 128.0 (182.974358974359) | > loss_1: 25.566856384277344 (27.299048925057424) | > grad_norm_1: tensor(115.4357, device='cuda:0') (tensor(365.5964, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8487 (0.8663253302757556) | > loader_time: 0.01 (0.010453854615871722)  --> TIME: 2025-05-12 07:42:21 -- STEP: 362/725 -- GLOBAL_STEP: 415250 | > loss_disc: 2.165522336959839 (2.204583807544814) | > loss_disc_real_0: 0.1137620285153389 (0.13595742522352972) | > loss_disc_real_1: 0.19374845921993256 (0.18925706153087174) | > loss_disc_real_2: 0.2216820865869522 (0.18776753491294962) | > loss_disc_real_3: 0.19316528737545013 (0.20545536707778006) | > loss_disc_real_4: 0.2164226472377777 (0.19467446401468297) | > loss_disc_real_5: 0.20801545679569244 (0.2095366791302328) | > loss_0: 2.165522336959839 (2.204583807544814) | > grad_norm_0: tensor(17.0826, device='cuda:0') (tensor(22.0789, device='cuda:0')) | > loss_gen: 2.8411705493927 (2.757905146035042) | > loss_kl: 1.9181199073791504 (1.7201864824769246) | > loss_feat: 8.706366539001465 (8.299126111341442) | > loss_mel: 13.447773933410645 (12.879714078007485) | > loss_duration: 1.6090067625045776 (1.659638272793912) | > amp_scaler: 128.0 (175.38121546961335) | > loss_1: 28.52243995666504 (27.316570002729712) | > grad_norm_1: tensor(289.4556, device='cuda:0') (tensor(359.2218, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8678 (0.8678844060687071) | > loader_time: 0.0096 (0.010371110715918778)  --> TIME: 2025-05-12 07:43:05 -- STEP: 412/725 -- GLOBAL_STEP: 415300 | > loss_disc: 2.150096893310547 (2.2055569945029836) | > loss_disc_real_0: 0.1492394059896469 (0.13605360836875666) | > loss_disc_real_1: 0.2009570151567459 (0.1893402546716545) | > loss_disc_real_2: 0.20559942722320557 (0.1879033972554414) | > loss_disc_real_3: 0.17891232669353485 (0.20574049203141226) | > loss_disc_real_4: 0.19382908940315247 (0.1947551641649413) | > loss_disc_real_5: 0.18501131236553192 (0.20933636730012384) | > loss_0: 2.150096893310547 (2.2055569945029836) | > grad_norm_0: tensor(34.4306, device='cuda:0') (tensor(22.0629, device='cuda:0')) | > loss_gen: 2.810546636581421 (2.7560759788577998) | > loss_kl: 1.678709864616394 (1.7194523226867602) | > loss_feat: 8.701916694641113 (8.280905914538122) | > loss_mel: 13.30472183227539 (12.861087405565875) | > loss_duration: 1.6515005826950073 (1.6600833318187196) | > amp_scaler: 128.0 (169.63106796116514) | > loss_1: 28.147396087646484 (27.27760488084218) | > grad_norm_1: tensor(536.4425, device='cuda:0') (tensor(359.9780, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.884 (0.8682447567726802) | > loader_time: 0.0096 (0.010322526820655008)  --> TIME: 2025-05-12 07:43:49 -- STEP: 462/725 -- GLOBAL_STEP: 415350 | > loss_disc: 2.2392258644104004 (2.2040997588789297) | > loss_disc_real_0: 0.12386541068553925 (0.13610656090177492) | > loss_disc_real_1: 0.17584237456321716 (0.1891185662253593) | > loss_disc_real_2: 0.17956525087356567 (0.18760714073588824) | > loss_disc_real_3: 0.21595142781734467 (0.20561641177315737) | > loss_disc_real_4: 0.1831335872411728 (0.1945390153950427) | > loss_disc_real_5: 0.25245749950408936 (0.20976023937200572) | > loss_0: 2.2392258644104004 (2.2040997588789297) | > grad_norm_0: tensor(15.4031, device='cuda:0') (tensor(22.2814, device='cuda:0')) | > loss_gen: 2.784778594970703 (2.759003646445997) | > loss_kl: 1.8390109539031982 (1.7186948094533119) | > loss_feat: 8.019243240356445 (8.283900369297378) | > loss_mel: 13.166582107543945 (12.853496423531407) | > loss_duration: 1.7018730640411377 (1.6601543751629917) | > amp_scaler: 128.0 (165.12554112554122) | > loss_1: 27.511489868164062 (27.275249592669592) | > grad_norm_1: tensor(114.8281, device='cuda:0') (tensor(363.8654, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8017 (0.8675500546698962) | > loader_time: 0.0126 (0.010268074093442974)  --> TIME: 2025-05-12 07:44:33 -- STEP: 512/725 -- GLOBAL_STEP: 415400 | > loss_disc: 2.059973955154419 (2.2048818268813184) | > loss_disc_real_0: 0.12959624826908112 (0.1359598538110731) | > loss_disc_real_1: 0.19436527788639069 (0.18923650193028138) | > loss_disc_real_2: 0.1926245391368866 (0.1877861349203157) | > loss_disc_real_3: 0.17324700951576233 (0.20561401903978552) | > loss_disc_real_4: 0.19173750281333923 (0.19463519577402622) | > loss_disc_real_5: 0.18020416796207428 (0.20971669116988778) | > loss_0: 2.059973955154419 (2.2048818268813184) | > grad_norm_0: tensor(10.6393, device='cuda:0') (tensor(21.7579, device='cuda:0')) | > loss_gen: 3.0767476558685303 (2.756239453330636) | > loss_kl: 1.7532644271850586 (1.7156921371351928) | > loss_feat: 9.548666954040527 (8.275508158840237) | > loss_mel: 13.975518226623535 (12.849933512508871) | > loss_duration: 1.616889476776123 (1.6606619639787823) | > amp_scaler: 128.0 (161.50000000000009) | > loss_1: 29.971088409423828 (27.258035190403454) | > grad_norm_1: tensor(272.0533, device='cuda:0') (tensor(355.5024, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8619 (0.8671551430597901) | > loader_time: 0.0121 (0.010285415221005678)  --> TIME: 2025-05-12 07:45:17 -- STEP: 562/725 -- GLOBAL_STEP: 415450 | > loss_disc: 2.093289375305176 (2.204021045321671) | > loss_disc_real_0: 0.08859743922948837 (0.13560309957089797) | > loss_disc_real_1: 0.20069356262683868 (0.18933204805405518) | > loss_disc_real_2: 0.17657780647277832 (0.1877417854726102) | > loss_disc_real_3: 0.17726531624794006 (0.2056945626262669) | > loss_disc_real_4: 0.16260573267936707 (0.19458905700262757) | > loss_disc_real_5: 0.1488630622625351 (0.2097666025479918) | > loss_0: 2.093289375305176 (2.204021045321671) | > grad_norm_0: tensor(11.3031, device='cuda:0') (tensor(21.7307, device='cuda:0')) | > loss_gen: 3.038532018661499 (2.7593445383356983) | > loss_kl: 1.7398884296417236 (1.7197348095768294) | > loss_feat: 9.401288032531738 (8.29321718640174) | > loss_mel: 13.60754108428955 (12.880706834623401) | > loss_duration: 1.6359354257583618 (1.6605273421548858) | > amp_scaler: 128.0 (158.5195729537367) | > loss_1: 29.423185348510742 (27.313530660608905) | > grad_norm_1: tensor(414.9189, device='cuda:0') (tensor(355.1472, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.9125 (0.8665760717358029) | > loader_time: 0.0107 (0.010255404638650155)  --> TIME: 2025-05-12 07:46:01 -- STEP: 612/725 -- GLOBAL_STEP: 415500 | > loss_disc: 2.2474429607391357 (2.2042075991630554) | > loss_disc_real_0: 0.13106480240821838 (0.13588956465908125) | > loss_disc_real_1: 0.2125939130783081 (0.18945522998380487) | > loss_disc_real_2: 0.19352269172668457 (0.18782986559314657) | > loss_disc_real_3: 0.24455250799655914 (0.20548736915187135) | > loss_disc_real_4: 0.19265814125537872 (0.19459497707049833) | > loss_disc_real_5: 0.20338724553585052 (0.20953334312812955) | > loss_0: 2.2474429607391357 (2.2042075991630554) | > grad_norm_0: tensor(32.0238, device='cuda:0') (tensor(21.8124, device='cuda:0')) | > loss_gen: 2.6618237495422363 (2.7601568850816474) | > loss_kl: 1.6627604961395264 (1.722307348173429) | > loss_feat: 7.118063926696777 (8.288453458181387) | > loss_mel: 12.137639999389648 (12.877671832352682) | > loss_duration: 1.5896313190460205 (1.6601001667041406) | > amp_scaler: 128.0 (156.0261437908497) | > loss_1: 25.169919967651367 (27.308689659717036) | > grad_norm_1: tensor(298.7489, device='cuda:0') (tensor(355.1362, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8427 (0.8666488516564461) | > loader_time: 0.0088 (0.010229679494122273)  --> TIME: 2025-05-12 07:46:45 -- STEP: 662/725 -- GLOBAL_STEP: 415550 | > loss_disc: 2.1426749229431152 (2.2037429679916727) | > loss_disc_real_0: 0.12970632314682007 (0.1355587398897845) | > loss_disc_real_1: 0.17986465990543365 (0.18950259993893842) | > loss_disc_real_2: 0.17746350169181824 (0.18784906183935005) | > loss_disc_real_3: 0.2065645307302475 (0.20535283180071887) | > loss_disc_real_4: 0.18572013080120087 (0.19461131874708262) | > loss_disc_real_5: 0.2424033284187317 (0.20970742309921817) | > loss_0: 2.1426749229431152 (2.2037429679916727) | > grad_norm_0: tensor(15.8272, device='cuda:0') (tensor(21.8348, device='cuda:0')) | > loss_gen: 2.882944107055664 (2.7603910927325956) | > loss_kl: 1.706554651260376 (1.7238788278801571) | > loss_feat: 8.504817008972168 (8.28651452496692) | > loss_mel: 12.973836898803711 (12.873535291665991) | > loss_duration: 1.6844942569732666 (1.6604448095909419) | > amp_scaler: 128.0 (153.90936555891244) | > loss_1: 27.75264549255371 (27.30476451136194) | > grad_norm_1: tensor(441.5945, device='cuda:0') (tensor(356.8531, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8961 (0.8662541658136418) | > loader_time: 0.0111 (0.010209306489304824)  --> TIME: 2025-05-12 07:47:29 -- STEP: 712/725 -- GLOBAL_STEP: 415600 | > loss_disc: 2.2337710857391357 (2.2029931190308587) | > loss_disc_real_0: 0.11740578711032867 (0.1353213092144787) | > loss_disc_real_1: 0.18997633457183838 (0.18956303257453289) | > loss_disc_real_2: 0.18606245517730713 (0.18786739348695516) | > loss_disc_real_3: 0.23061415553092957 (0.20525946729722333) | > loss_disc_real_4: 0.2030605971813202 (0.19445295171456403) | > loss_disc_real_5: 0.1944970190525055 (0.20969555215135718) | > loss_0: 2.2337710857391357 (2.2029931190308587) | > grad_norm_0: tensor(17.5457, device='cuda:0') (tensor(21.5981, device='cuda:0')) | > loss_gen: 2.8195042610168457 (2.7603181918685378) | > loss_kl: 1.5862417221069336 (1.7209705440850747) | > loss_feat: 8.250455856323242 (8.291767249616337) | > loss_mel: 12.755931854248047 (12.874227833212093) | > loss_duration: 1.6659791469573975 (1.6601364741499505) | > amp_scaler: 128.0 (152.08988764044943) | > loss_1: 27.07811164855957 (27.30742024035936) | > grad_norm_1: tensor(339.2358, device='cuda:0') (tensor(355.2067, device='cuda:0')) | > current_lr_0: 0.00018767061712583272 | > current_lr_1: 0.00018767061712583272 | > step_time: 0.8235 (0.8662382126524206) | > loader_time: 0.0107 (0.010195673851484656)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2770040035247803 (2.2770040035247803) | > loss_disc_real_0: 0.15427200496196747 (0.15427200496196747) | > loss_disc_real_1: 0.1495983600616455 (0.1495983600616455) | > loss_disc_real_2: 0.16959242522716522 (0.16959242522716522) | > loss_disc_real_3: 0.24278748035430908 (0.24278748035430908) | > loss_disc_real_4: 0.26519808173179626 (0.26519808173179626) | > loss_disc_real_5: 0.2762720286846161 (0.2762720286846161) | > loss_0: 2.2770040035247803 (2.2770040035247803) | > loss_gen: 2.6720008850097656 (2.6720008850097656) | > loss_kl: 2.283527135848999 (2.283527135848999) | > loss_feat: 8.044685363769531 (8.044685363769531) | > loss_mel: 12.931975364685059 (12.931975364685059) | > loss_duration: 1.745942234992981 (1.745942234992981) | > loss_1: 27.678133010864258 (27.678133010864258)  --> STEP: 1 | > loss_disc: 2.22135591506958 (2.22135591506958) | > loss_disc_real_0: 0.1428176611661911 (0.1428176611661911) | > loss_disc_real_1: 0.12924958765506744 (0.12924958765506744) | > loss_disc_real_2: 0.16036401689052582 (0.16036401689052582) | > loss_disc_real_3: 0.229628324508667 (0.229628324508667) | > loss_disc_real_4: 0.24916356801986694 (0.24916356801986694) | > loss_disc_real_5: 0.25025317072868347 (0.25025317072868347) | > loss_0: 2.22135591506958 (2.22135591506958) | > loss_gen: 2.7796661853790283 (2.7796661853790283) | > loss_kl: 2.0770392417907715 (2.0770392417907715) | > loss_feat: 8.458467483520508 (8.458467483520508) | > loss_mel: 12.889717102050781 (12.889717102050781) | > loss_duration: 1.8748360872268677 (1.8748360872268677) | > loss_1: 28.079727172851562 (28.079727172851562)  --> STEP: 2 | > loss_disc: 2.233734369277954 (2.227545142173767) | > loss_disc_real_0: 0.14536087214946747 (0.14408926665782928) | > loss_disc_real_1: 0.13166432082653046 (0.13045695424079895) | > loss_disc_real_2: 0.1701304316520691 (0.16524722427129745) | > loss_disc_real_3: 0.22204309701919556 (0.22583571076393127) | > loss_disc_real_4: 0.21770207583904266 (0.2334328219294548) | > loss_disc_real_5: 0.2657470703125 (0.25800012052059174) | > loss_0: 2.233734369277954 (2.227545142173767) | > loss_gen: 2.705878257751465 (2.7427722215652466) | > loss_kl: 1.8773609399795532 (1.9772000908851624) | > loss_feat: 8.012175559997559 (8.235321521759033) | > loss_mel: 13.752106666564941 (13.320911884307861) | > loss_duration: 1.880476713180542 (1.8776564002037048) | > loss_1: 28.227998733520508 (28.153862953186035)  --> STEP: 3 | > loss_disc: 2.2336103916168213 (2.2295668919881186) | > loss_disc_real_0: 0.15624138712882996 (0.14813997348149618) | > loss_disc_real_1: 0.1437024027109146 (0.1348721037308375) | > loss_disc_real_2: 0.166806161403656 (0.16576686998208365) | > loss_disc_real_3: 0.22382137179374695 (0.2251642644405365) | > loss_disc_real_4: 0.23949159681797028 (0.23545241355895996) | > loss_disc_real_5: 0.246120423078537 (0.25404022137324017) | > loss_0: 2.2336103916168213 (2.2295668919881186) | > loss_gen: 2.6737220287323 (2.719755490620931) | > loss_kl: 2.0474624633789062 (2.00062088171641) | > loss_feat: 7.784968376159668 (8.085203806559244) | > loss_mel: 12.789912223815918 (13.143911997477213) | > loss_duration: 1.8685317039489746 (1.8746148347854614) | > loss_1: 27.164596557617188 (27.824107487996418)  --> STEP: 4 | > loss_disc: 2.3045101165771484 (2.248302698135376) | > loss_disc_real_0: 0.16815824806690216 (0.15314454212784767) | > loss_disc_real_1: 0.13580356538295746 (0.1351049691438675) | > loss_disc_real_2: 0.16241532564163208 (0.16492898389697075) | > loss_disc_real_3: 0.21897955238819122 (0.22361808642745018) | > loss_disc_real_4: 0.23362669348716736 (0.2349959835410118) | > loss_disc_real_5: 0.27381631731987 (0.2589842453598976) | > loss_0: 2.3045101165771484 (2.248302698135376) | > loss_gen: 2.5603415966033936 (2.6799020171165466) | > loss_kl: 1.99452543258667 (1.9990970194339752) | > loss_feat: 8.083436012268066 (8.08476185798645) | > loss_mel: 13.60671329498291 (13.259612321853638) | > loss_duration: 1.7737061977386475 (1.849387675523758) | > loss_1: 28.018720626831055 (27.872760772705078) --> EVAL PERFORMANCE | > avg_loader_time: 0.3232412338256836 (-0.0034754276275634766) | > avg_loss_disc: 2.248302698135376 (-0.06379729509353638) | > avg_loss_disc_real_0: 0.15314454212784767 (+0.028757765889167786) | > avg_loss_disc_real_1: 0.1351049691438675 (-0.09383697435259819) | > avg_loss_disc_real_2: 0.16492898389697075 (-0.08123717829585075) | > avg_loss_disc_real_3: 0.22361808642745018 (+0.008098546415567398) | > avg_loss_disc_real_4: 0.2349959835410118 (+0.013896182179450989) | > avg_loss_disc_real_5: 0.2589842453598976 (+0.0067358314990997314) | > avg_loss_0: 2.248302698135376 (-0.06379729509353638) | > avg_loss_gen: 2.6799020171165466 (-0.04599219560623169) | > avg_loss_kl: 1.9990970194339752 (+0.002848595380783081) | > avg_loss_feat: 8.08476185798645 (+0.47348642349243164) | > avg_loss_mel: 13.259612321853638 (+0.36440229415893555) | > avg_loss_duration: 1.849387675523758 (+0.0022079944610595703) | > avg_loss_1: 27.872760772705078 (+0.7969522476196289)  > EPOCH: 510/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 07:47:46)   --> TIME: 2025-05-12 07:48:21 -- STEP: 37/725 -- GLOBAL_STEP: 415650 | > loss_disc: 2.2462987899780273 (2.1790442917798014) | > loss_disc_real_0: 0.12725986540317535 (0.1311731578127758) | > loss_disc_real_1: 0.18108205497264862 (0.188719802611583) | > loss_disc_real_2: 0.1990738809108734 (0.1862164159884324) | > loss_disc_real_3: 0.19536085426807404 (0.20544214707774086) | > loss_disc_real_4: 0.17622512578964233 (0.1920940110812316) | > loss_disc_real_5: 0.2018873542547226 (0.2068012171500438) | > loss_0: 2.2462987899780273 (2.1790442917798014) | > grad_norm_0: tensor(14.1818, device='cuda:0') (tensor(22.5911, device='cuda:0')) | > loss_gen: 2.743124485015869 (2.7843658601915515) | > loss_kl: 1.5556931495666504 (1.720299524229926) | > loss_feat: 7.540508270263672 (8.443533201475399) | > loss_mel: 11.817749977111816 (13.00517069326865) | > loss_duration: 1.658278226852417 (1.6595513272929836) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.315353393554688 (27.612920503358584) | > grad_norm_1: tensor(218.1624, device='cuda:0') (tensor(394.8300, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8776 (0.8613243682964428) | > loader_time: 0.0101 (0.010743721111400708)  --> TIME: 2025-05-12 07:49:06 -- STEP: 87/725 -- GLOBAL_STEP: 415700 | > loss_disc: 2.3417699337005615 (2.1980586051940914) | > loss_disc_real_0: 0.1302512139081955 (0.13376582276889656) | > loss_disc_real_1: 0.19662511348724365 (0.18991631492115985) | > loss_disc_real_2: 0.20196928083896637 (0.18797730097825505) | > loss_disc_real_3: 0.20120573043823242 (0.2045598537072368) | > loss_disc_real_4: 0.1885036677122116 (0.1925312876701355) | > loss_disc_real_5: 0.2464209496974945 (0.2107863218962461) | > loss_0: 2.3417699337005615 (2.1980586051940914) | > grad_norm_0: tensor(29.6260, device='cuda:0') (tensor(22.9036, device='cuda:0')) | > loss_gen: 2.5255396366119385 (2.7720018775983797) | > loss_kl: 1.7681407928466797 (1.7322952610322795) | > loss_feat: 6.973118305206299 (8.355187761372536) | > loss_mel: 11.163335800170898 (12.944330051027496) | > loss_duration: 1.6437714099884033 (1.6583127002606446) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.07390594482422 (27.462127575929138) | > grad_norm_1: tensor(455.6317, device='cuda:0') (tensor(362.1182, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8382 (0.8697564684111496) | > loader_time: 0.0103 (0.010521661276104807)  --> TIME: 2025-05-12 07:49:50 -- STEP: 137/725 -- GLOBAL_STEP: 415750 | > loss_disc: 2.289933681488037 (2.195412947313629) | > loss_disc_real_0: 0.1622580885887146 (0.1346335406177236) | > loss_disc_real_1: 0.1992964744567871 (0.18954402175697968) | > loss_disc_real_2: 0.18085239827632904 (0.18757372311432) | > loss_disc_real_3: 0.2053632140159607 (0.20405579733587528) | > loss_disc_real_4: 0.16616365313529968 (0.19313939894637921) | > loss_disc_real_5: 0.21288534998893738 (0.208784306680199) | > loss_0: 2.289933681488037 (2.195412947313629) | > grad_norm_0: tensor(34.2750, device='cuda:0') (tensor(23.2009, device='cuda:0')) | > loss_gen: 2.5298163890838623 (2.7787115051798583) | > loss_kl: 1.8895070552825928 (1.7287356148671058) | > loss_feat: 7.411299705505371 (8.34657279592361) | > loss_mel: 11.258869171142578 (12.939128110008518) | > loss_duration: 1.633737564086914 (1.6581987586334674) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.723230361938477 (27.4513467663396) | > grad_norm_1: tensor(370.3997, device='cuda:0') (tensor(363.8075, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8285 (0.8679545482579809) | > loader_time: 0.0093 (0.010271423924578367)  --> TIME: 2025-05-12 07:50:34 -- STEP: 187/725 -- GLOBAL_STEP: 415800 | > loss_disc: 2.2936477661132812 (2.201785408876796) | > loss_disc_real_0: 0.19113270938396454 (0.13585177291045214) | > loss_disc_real_1: 0.2011115849018097 (0.1900358648701785) | > loss_disc_real_2: 0.18520380556583405 (0.18836181407625033) | > loss_disc_real_3: 0.19709786772727966 (0.20418931527889986) | > loss_disc_real_4: 0.20586340129375458 (0.19290555224699132) | > loss_disc_real_5: 0.21106727421283722 (0.20996924334350112) | > loss_0: 2.2936477661132812 (2.201785408876796) | > grad_norm_0: tensor(17.4206, device='cuda:0') (tensor(22.7620, device='cuda:0')) | > loss_gen: 2.7138195037841797 (2.771347654057059) | > loss_kl: 1.5820209980010986 (1.7160888438556283) | > loss_feat: 7.520841121673584 (8.278452822231351) | > loss_mel: 11.346463203430176 (12.882071209463843) | > loss_duration: 1.678510308265686 (1.6590429895064407) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.841655731201172 (27.307003490427597) | > grad_norm_1: tensor(171.5051, device='cuda:0') (tensor(356.7269, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8784 (0.8678394052434095) | > loader_time: 0.01 (0.01022298195782829)  --> TIME: 2025-05-12 07:51:18 -- STEP: 237/725 -- GLOBAL_STEP: 415850 | > loss_disc: 2.1069743633270264 (2.2018621008104393) | > loss_disc_real_0: 0.1451205462217331 (0.1360562383688452) | > loss_disc_real_1: 0.21231171488761902 (0.19042446109061503) | > loss_disc_real_2: 0.19593793153762817 (0.18878872170729985) | > loss_disc_real_3: 0.17289520800113678 (0.2039238923083881) | > loss_disc_real_4: 0.1906222552061081 (0.19276697795350844) | > loss_disc_real_5: 0.20268404483795166 (0.20934149006751013) | > loss_0: 2.1069743633270264 (2.2018621008104393) | > grad_norm_0: tensor(23.6929, device='cuda:0') (tensor(22.3278, device='cuda:0')) | > loss_gen: 2.9669411182403564 (2.7700854444302587) | > loss_kl: 1.9044684171676636 (1.715725275031625) | > loss_feat: 8.154867172241211 (8.289953797175416) | > loss_mel: 13.444889068603516 (12.909681770871963) | > loss_duration: 1.6351478099822998 (1.6587518971680586) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.106313705444336 (27.34419817059352) | > grad_norm_1: tensor(484.8994, device='cuda:0') (tensor(352.3036, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8262 (0.8675218040933086) | > loader_time: 0.0102 (0.01018642675021529)  --> TIME: 2025-05-12 07:52:01 -- STEP: 287/725 -- GLOBAL_STEP: 415900 | > loss_disc: 2.0988335609436035 (2.200901601372694) | > loss_disc_real_0: 0.11657924950122833 (0.13557570004504738) | > loss_disc_real_1: 0.18005408346652985 (0.1897962652017015) | > loss_disc_real_2: 0.17689859867095947 (0.1889634357200683) | > loss_disc_real_3: 0.1864192634820938 (0.2042952760898278) | > loss_disc_real_4: 0.19507761299610138 (0.19275675132507228) | > loss_disc_real_5: 0.17889343202114105 (0.2094799176844986) | > loss_0: 2.0988335609436035 (2.200901601372694) | > grad_norm_0: tensor(34.0232, device='cuda:0') (tensor(22.4087, device='cuda:0')) | > loss_gen: 2.790870428085327 (2.7670149877927024) | > loss_kl: 1.7365472316741943 (1.7169282577594398) | > loss_feat: 8.871405601501465 (8.291811640669668) | > loss_mel: 13.762287139892578 (12.923638107884639) | > loss_duration: 1.6603655815124512 (1.6581566454226133) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.821475982666016 (27.35754960754608) | > grad_norm_1: tensor(555.8693, device='cuda:0') (tensor(352.5478, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8232 (0.8659250952225528) | > loader_time: 0.0097 (0.010165602487969477)  --> TIME: 2025-05-12 07:52:45 -- STEP: 337/725 -- GLOBAL_STEP: 415950 | > loss_disc: 2.2214982509613037 (2.200606072338114) | > loss_disc_real_0: 0.21175512671470642 (0.1364670657174171) | > loss_disc_real_1: 0.21686358749866486 (0.18952837303413472) | > loss_disc_real_2: 0.17235882580280304 (0.18842245740069843) | > loss_disc_real_3: 0.2104313224554062 (0.20412385958946078) | > loss_disc_real_4: 0.21262970566749573 (0.1930802262855212) | > loss_disc_real_5: 0.23744413256645203 (0.2092554952164433) | > loss_0: 2.2214982509613037 (2.200606072338114) | > grad_norm_0: tensor(42.6698, device='cuda:0') (tensor(22.7855, device='cuda:0')) | > loss_gen: 2.9873790740966797 (2.77128387983192) | > loss_kl: 1.7362258434295654 (1.7151366065446985) | > loss_feat: 9.246688842773438 (8.318971666454926) | > loss_mel: 13.75984001159668 (12.950929398352745) | > loss_duration: 1.6348321437835693 (1.6579900778365773) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.364967346191406 (27.41431168349631) | > grad_norm_1: tensor(208.4745, device='cuda:0') (tensor(356.1375, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.9015 (0.8659212002060889) | > loader_time: 0.0099 (0.010115844913335507)  --> TIME: 2025-05-12 07:53:30 -- STEP: 387/725 -- GLOBAL_STEP: 416000 | > loss_disc: 2.217780590057373 (2.2036023281649393) | > loss_disc_real_0: 0.13832898437976837 (0.13680762851500092) | > loss_disc_real_1: 0.20414073765277863 (0.18991740675551633) | > loss_disc_real_2: 0.2057895064353943 (0.18853019832486645) | > loss_disc_real_3: 0.22061343491077423 (0.20393011332020286) | > loss_disc_real_4: 0.16840854287147522 (0.1934022469113963) | > loss_disc_real_5: 0.23568426072597504 (0.2095933656667863) | > loss_0: 2.217780590057373 (2.2036023281649393) | > grad_norm_0: tensor(33.1714, device='cuda:0') (tensor(22.7742, device='cuda:0')) | > loss_gen: 2.7242588996887207 (2.7643829938361213) | > loss_kl: 1.665724277496338 (1.7190186213461311) | > loss_feat: 8.128284454345703 (8.284372181855437) | > loss_mel: 12.64592456817627 (12.922526026881023) | > loss_duration: 1.7321481704711914 (1.6583545549895413) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.896339416503906 (27.348654424189288) | > grad_norm_1: tensor(401.0977, device='cuda:0') (tensor(352.1201, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8632 (0.8661485574658221) | > loader_time: 0.011 (0.010122347863761637) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_416000.pth  --> TIME: 2025-05-12 07:54:16 -- STEP: 437/725 -- GLOBAL_STEP: 416050 | > loss_disc: 2.238062858581543 (2.2025610151225408) | > loss_disc_real_0: 0.151996910572052 (0.13662313751757027) | > loss_disc_real_1: 0.16693273186683655 (0.18985307070019583) | > loss_disc_real_2: 0.1717151552438736 (0.18815910597960525) | > loss_disc_real_3: 0.1793401539325714 (0.20385643757999086) | > loss_disc_real_4: 0.1809941828250885 (0.193470939448278) | > loss_disc_real_5: 0.2454550415277481 (0.2094831495999745) | > loss_0: 2.238062858581543 (2.2025610151225408) | > grad_norm_0: tensor(11.8332, device='cuda:0') (tensor(22.4332, device='cuda:0')) | > loss_gen: 2.7927823066711426 (2.7647129114487092) | > loss_kl: 1.7187812328338623 (1.7200392348269848) | > loss_feat: 8.568418502807617 (8.283739302742138) | > loss_mel: 13.815043449401855 (12.924240339266085) | > loss_duration: 1.6176797151565552 (1.6582404705152358) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.512704849243164 (27.35097230435509) | > grad_norm_1: tensor(370.3886, device='cuda:0') (tensor(347.0967, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8909 (0.8654890202275677) | > loader_time: 0.011 (0.010143529359481419)  --> TIME: 2025-05-12 07:55:00 -- STEP: 487/725 -- GLOBAL_STEP: 416100 | > loss_disc: 2.192417621612549 (2.2035168568456425) | > loss_disc_real_0: 0.11127365380525589 (0.13627471962993418) | > loss_disc_real_1: 0.2119545191526413 (0.19027782239218752) | > loss_disc_real_2: 0.19524115324020386 (0.18833730802766113) | > loss_disc_real_3: 0.19851769506931305 (0.2039523049730051) | > loss_disc_real_4: 0.2054532766342163 (0.19352993255890363) | > loss_disc_real_5: 0.20894892513751984 (0.20958595100247157) | > loss_0: 2.192417621612549 (2.2035168568456425) | > grad_norm_0: tensor(11.0450, device='cuda:0') (tensor(22.4149, device='cuda:0')) | > loss_gen: 2.8133559226989746 (2.763828903253075) | > loss_kl: 1.7460871934890747 (1.7204939956782535) | > loss_feat: 7.759690284729004 (8.280348640692562) | > loss_mel: 12.772913932800293 (12.927055862160438) | > loss_duration: 1.6254818439483643 (1.6584406033678467) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.717529296875 (27.3501680519057) | > grad_norm_1: tensor(271.7736, device='cuda:0') (tensor(348.9100, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8163 (0.8651151833348207) | > loader_time: 0.0093 (0.010108866975537553)  --> TIME: 2025-05-12 07:55:44 -- STEP: 537/725 -- GLOBAL_STEP: 416150 | > loss_disc: 1.9956085681915283 (2.206555468188094) | > loss_disc_real_0: 0.11628635972738266 (0.13648439197344955) | > loss_disc_real_1: 0.19878052175045013 (0.19052958299771805) | > loss_disc_real_2: 0.16581991314888 (0.1885269505962092) | > loss_disc_real_3: 0.1833827942609787 (0.20425858402718383) | > loss_disc_real_4: 0.1864902526140213 (0.1936067528120854) | > loss_disc_real_5: 0.21556663513183594 (0.20995929124080048) | > loss_0: 1.9956085681915283 (2.206555468188094) | > grad_norm_0: tensor(27.4583, device='cuda:0') (tensor(22.3737, device='cuda:0')) | > loss_gen: 3.1131513118743896 (2.7603987706218143) | > loss_kl: 1.4948444366455078 (1.7190550508001885) | > loss_feat: 9.940048217773438 (8.265205339790509) | > loss_mel: 14.524121284484863 (12.90382951242742) | > loss_duration: 1.6798170804977417 (1.6587868724677373) | > amp_scaler: 128.0 (128.0) | > loss_1: 30.751983642578125 (27.307275594501746) | > grad_norm_1: tensor(457.8721, device='cuda:0') (tensor(349.1412, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8515 (0.86512937403702) | > loader_time: 0.0108 (0.010091605799158184)  --> TIME: 2025-05-12 07:56:28 -- STEP: 587/725 -- GLOBAL_STEP: 416200 | > loss_disc: 2.363518714904785 (2.205470615188754) | > loss_disc_real_0: 0.10791511088609695 (0.13627309166846963) | > loss_disc_real_1: 0.18093952536582947 (0.1903158573011726) | > loss_disc_real_2: 0.21149855852127075 (0.1884210485159031) | > loss_disc_real_3: 0.21578331291675568 (0.20432814077380568) | > loss_disc_real_4: 0.19810549914836884 (0.19385683856384112) | > loss_disc_real_5: 0.20542101562023163 (0.20959884423311972) | > loss_0: 2.363518714904785 (2.205470615188754) | > grad_norm_0: tensor(15.1183, device='cuda:0') (tensor(22.3664, device='cuda:0')) | > loss_gen: 2.4609627723693848 (2.7624547534338264) | > loss_kl: 1.6607232093811035 (1.7195773094232483) | > loss_feat: 6.918306350708008 (8.273091569669816) | > loss_mel: 10.973036766052246 (12.906469712265515) | > loss_duration: 1.6420994997024536 (1.6583520500988937) | > amp_scaler: 128.0 (128.0) | > loss_1: 23.655128479003906 (27.31994542474439) | > grad_norm_1: tensor(338.7160, device='cuda:0') (tensor(350.2816, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.863 (0.8647238542111606) | > loader_time: 0.0101 (0.01010051009196032)  --> TIME: 2025-05-12 07:57:12 -- STEP: 637/725 -- GLOBAL_STEP: 416250 | > loss_disc: 2.2530007362365723 (2.205503541970365) | > loss_disc_real_0: 0.13555070757865906 (0.1362033903926287) | > loss_disc_real_1: 0.2064100056886673 (0.19015576691605038) | > loss_disc_real_2: 0.20220288634300232 (0.1885238904359764) | > loss_disc_real_3: 0.19096188247203827 (0.20432280726859484) | > loss_disc_real_4: 0.18768073618412018 (0.19390611306090175) | > loss_disc_real_5: 0.19582729041576385 (0.2098233616520509) | > loss_0: 2.2530007362365723 (2.205503541970365) | > grad_norm_0: tensor(13.1593, device='cuda:0') (tensor(21.9748, device='cuda:0')) | > loss_gen: 2.647413730621338 (2.7611145363123497) | > loss_kl: 1.7765474319458008 (1.7193771190882852) | > loss_feat: 7.499188423156738 (8.274301984059388) | > loss_mel: 12.34424877166748 (12.915420663974352) | > loss_duration: 1.6136646270751953 (1.658155967901042) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.881061553955078 (27.32837029940668) | > grad_norm_1: tensor(256.7745, device='cuda:0') (tensor(343.3594, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8679 (0.8647921032957978) | > loader_time: 0.0108 (0.010104764013125711)  --> TIME: 2025-05-12 07:57:55 -- STEP: 687/725 -- GLOBAL_STEP: 416300 | > loss_disc: 2.316196918487549 (2.206296965197878) | > loss_disc_real_0: 0.11423726379871368 (0.13600227495945566) | > loss_disc_real_1: 0.19935472309589386 (0.19020230740612415) | > loss_disc_real_2: 0.1892438679933548 (0.18856468304362706) | > loss_disc_real_3: 0.21499031782150269 (0.2045417844468329) | > loss_disc_real_4: 0.17870666086673737 (0.19415126623805426) | > loss_disc_real_5: 0.22083884477615356 (0.21004396844031684) | > loss_0: 2.316196918487549 (2.206296965197878) | > grad_norm_0: tensor(22.6784, device='cuda:0') (tensor(21.8251, device='cuda:0')) | > loss_gen: 2.5388436317443848 (2.75924415741078) | > loss_kl: 1.5925108194351196 (1.7195273891113037) | > loss_feat: 6.977707862854004 (8.271731847932433) | > loss_mel: 11.641387939453125 (12.91798727377013) | > loss_duration: 1.6509958505630493 (1.6581118299450943) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.401445388793945 (27.326602516563014) | > grad_norm_1: tensor(342.5430, device='cuda:0') (tensor(342.7706, device='cuda:0')) | > current_lr_0: 0.00018764715829869199 | > current_lr_1: 0.00018764715829869199 | > step_time: 0.8799 (0.8641458463460597) | > loader_time: 0.0098 (0.010109301043736703)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.345339059829712 (2.345339059829712) | > loss_disc_real_0: 0.13003595173358917 (0.13003595173358917) | > loss_disc_real_1: 0.20374299585819244 (0.20374299585819244) | > loss_disc_real_2: 0.2816319763660431 (0.2816319763660431) | > loss_disc_real_3: 0.25923818349838257 (0.25923818349838257) | > loss_disc_real_4: 0.2245199978351593 (0.2245199978351593) | > loss_disc_real_5: 0.19495294988155365 (0.19495294988155365) | > loss_0: 2.345339059829712 (2.345339059829712) | > loss_gen: 2.652900218963623 (2.652900218963623) | > loss_kl: 1.9551899433135986 (1.9551899433135986) | > loss_feat: 7.663154125213623 (7.663154125213623) | > loss_mel: 13.432631492614746 (13.432631492614746) | > loss_duration: 1.7296674251556396 (1.7296674251556396) | > loss_1: 27.433544158935547 (27.433544158935547)  --> STEP: 1 | > loss_disc: 2.458376407623291 (2.458376407623291) | > loss_disc_real_0: 0.13760177791118622 (0.13760177791118622) | > loss_disc_real_1: 0.21668517589569092 (0.21668517589569092) | > loss_disc_real_2: 0.27040034532546997 (0.27040034532546997) | > loss_disc_real_3: 0.2568168640136719 (0.2568168640136719) | > loss_disc_real_4: 0.24943149089813232 (0.24943149089813232) | > loss_disc_real_5: 0.20632661879062653 (0.20632661879062653) | > loss_0: 2.458376407623291 (2.458376407623291) | > loss_gen: 2.501621723175049 (2.501621723175049) | > loss_kl: 2.1692512035369873 (2.1692512035369873) | > loss_feat: 6.069573402404785 (6.069573402404785) | > loss_mel: 11.963615417480469 (11.963615417480469) | > loss_duration: 1.8857866525650024 (1.8857866525650024) | > loss_1: 24.589847564697266 (24.589847564697266)  --> STEP: 2 | > loss_disc: 2.2717926502227783 (2.3650845289230347) | > loss_disc_real_0: 0.11921890825033188 (0.12841034308075905) | > loss_disc_real_1: 0.19364988803863525 (0.20516753196716309) | > loss_disc_real_2: 0.260364294052124 (0.265382319688797) | > loss_disc_real_3: 0.22894039750099182 (0.24287863075733185) | > loss_disc_real_4: 0.2275983989238739 (0.2385149449110031) | > loss_disc_real_5: 0.1801537275314331 (0.19324017316102982) | > loss_0: 2.2717926502227783 (2.3650845289230347) | > loss_gen: 2.7265634536743164 (2.6140925884246826) | > loss_kl: 1.9931262731552124 (2.0811887383461) | > loss_feat: 9.42431354522705 (7.746943473815918) | > loss_mel: 14.448107719421387 (13.205861568450928) | > loss_duration: 1.877787470817566 (1.8817870616912842) | > loss_1: 30.46989631652832 (27.529871940612793)  --> STEP: 3 | > loss_disc: 2.3562936782836914 (2.362154245376587) | > loss_disc_real_0: 0.1219446212053299 (0.126255102455616) | > loss_disc_real_1: 0.20631060004234314 (0.20554855465888977) | > loss_disc_real_2: 0.26095911860466003 (0.26390791932741803) | > loss_disc_real_3: 0.24551497399806976 (0.24375741183757782) | > loss_disc_real_4: 0.23331676423549652 (0.23678221801916757) | > loss_disc_real_5: 0.19595903158187866 (0.19414645930131277) | > loss_0: 2.3562936782836914 (2.362154245376587) | > loss_gen: 2.5440666675567627 (2.5907506148020425) | > loss_kl: 1.984728217124939 (2.0490352312723794) | > loss_feat: 7.458737850189209 (7.650874932607015) | > loss_mel: 12.871127128601074 (13.09428342183431) | > loss_duration: 1.8432481288909912 (1.8689407507578533) | > loss_1: 26.7019100189209 (27.25388463338216)  --> STEP: 4 | > loss_disc: 2.2867274284362793 (2.34329754114151) | > loss_disc_real_0: 0.13080653548240662 (0.12739296071231365) | > loss_disc_real_1: 0.19925503432750702 (0.20397517457604408) | > loss_disc_real_2: 0.2708100974559784 (0.2656334638595581) | > loss_disc_real_3: 0.22696931660175323 (0.23956038802862167) | > loss_disc_real_4: 0.2139877825975418 (0.23108360916376114) | > loss_disc_real_5: 0.22003225982189178 (0.20061790943145752) | > loss_0: 2.2867274284362793 (2.34329754114151) | > loss_gen: 2.7305119037628174 (2.6256909370422363) | > loss_kl: 2.0785040855407715 (2.0564024448394775) | > loss_feat: 7.792397499084473 (7.686255574226379) | > loss_mel: 13.754968643188477 (13.259454727172852) | > loss_duration: 1.7710516452789307 (1.8444684743881226) | > loss_1: 28.12743377685547 (27.47227191925049) --> EVAL PERFORMANCE | > avg_loader_time: 0.3328237533569336 (+0.00958251953125) | > avg_loss_disc: 2.34329754114151 (+0.09499484300613403) | > avg_loss_disc_real_0: 0.12739296071231365 (-0.02575158141553402) | > avg_loss_disc_real_1: 0.20397517457604408 (+0.06887020543217659) | > avg_loss_disc_real_2: 0.2656334638595581 (+0.10070447996258736) | > avg_loss_disc_real_3: 0.23956038802862167 (+0.015942301601171494) | > avg_loss_disc_real_4: 0.23108360916376114 (-0.003912374377250671) | > avg_loss_disc_real_5: 0.20061790943145752 (-0.058366335928440094) | > avg_loss_0: 2.34329754114151 (+0.09499484300613403) | > avg_loss_gen: 2.6256909370422363 (-0.0542110800743103) | > avg_loss_kl: 2.0564024448394775 (+0.05730542540550232) | > avg_loss_feat: 7.686255574226379 (-0.3985062837600708) | > avg_loss_mel: 13.259454727172852 (-0.0001575946807861328) | > avg_loss_duration: 1.8444684743881226 (-0.004919201135635376) | > avg_loss_1: 27.47227191925049 (-0.40048885345458984)  > EPOCH: 511/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 07:58:35)   --> TIME: 2025-05-12 07:58:48 -- STEP: 12/725 -- GLOBAL_STEP: 416350 | > loss_disc: 2.2339682579040527 (2.268653273582458) | > loss_disc_real_0: 0.11311103403568268 (0.14474638613561788) | > loss_disc_real_1: 0.199592724442482 (0.19207627947131792) | > loss_disc_real_2: 0.20977002382278442 (0.1931899736324946) | > loss_disc_real_3: 0.17660842835903168 (0.207290297995011) | > loss_disc_real_4: 0.1684533655643463 (0.2005883865058422) | > loss_disc_real_5: 0.2053019404411316 (0.21862023696303368) | > loss_0: 2.2339682579040527 (2.268653273582458) | > grad_norm_0: tensor(16.0985, device='cuda:0') (tensor(26.2114, device='cuda:0')) | > loss_gen: 2.7033185958862305 (2.718256870905558) | > loss_kl: 1.578723430633545 (1.7145965298016865) | > loss_feat: 7.659599781036377 (7.899734139442444) | > loss_mel: 12.236387252807617 (12.375747362772623) | > loss_duration: 1.6663018465042114 (1.655162364244461) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.844329833984375 (26.36349693934123) | > grad_norm_1: tensor(425.0941, device='cuda:0') (tensor(353.3440, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8531 (0.8466955820719401) | > loader_time: 0.0095 (0.01075275739034017)  --> TIME: 2025-05-12 07:59:32 -- STEP: 62/725 -- GLOBAL_STEP: 416400 | > loss_disc: 2.2526004314422607 (2.2186231113249244) | > loss_disc_real_0: 0.17911522090435028 (0.1381773768413452) | > loss_disc_real_1: 0.18392594158649445 (0.19004819470067177) | > loss_disc_real_2: 0.19570113718509674 (0.18990829082265978) | > loss_disc_real_3: 0.23149749636650085 (0.20746275878721668) | > loss_disc_real_4: 0.2025701403617859 (0.19438074841614691) | > loss_disc_real_5: 0.20685747265815735 (0.21376001017708932) | > loss_0: 2.2526004314422607 (2.2186231113249244) | > grad_norm_0: tensor(22.7849, device='cuda:0') (tensor(22.1905, device='cuda:0')) | > loss_gen: 2.720903158187866 (2.7461869024461314) | > loss_kl: 1.5906974077224731 (1.7271904291645173) | > loss_feat: 9.014564514160156 (8.248783342299921) | > loss_mel: 13.036381721496582 (12.786242423519012) | > loss_duration: 1.6930673122406006 (1.6564914872569423) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.055614471435547 (27.16489431934972) | > grad_norm_1: tensor(398.0504, device='cuda:0') (tensor(336.4106, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8653 (0.8624806750205255) | > loader_time: 0.0119 (0.010840185226932648)  --> TIME: 2025-05-12 08:00:16 -- STEP: 112/725 -- GLOBAL_STEP: 416450 | > loss_disc: 2.043959379196167 (2.208299675158091) | > loss_disc_real_0: 0.10571164637804031 (0.13717641555038962) | > loss_disc_real_1: 0.169693723320961 (0.18903676952634538) | > loss_disc_real_2: 0.14903807640075684 (0.18836619066340582) | > loss_disc_real_3: 0.18221424520015717 (0.20559238456189632) | > loss_disc_real_4: 0.17386817932128906 (0.19389514531940222) | > loss_disc_real_5: 0.21654385328292847 (0.21169111837766) | > loss_0: 2.043959379196167 (2.208299675158091) | > grad_norm_0: tensor(10.7890, device='cuda:0') (tensor(20.3070, device='cuda:0')) | > loss_gen: 2.916900873184204 (2.740161480648177) | > loss_kl: 1.6367697715759277 (1.727491594851017) | > loss_feat: 9.465398788452148 (8.197704804795126) | > loss_mel: 13.985552787780762 (12.722467848232812) | > loss_duration: 1.6552972793579102 (1.6597514471837453) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.65991973876953 (27.047577057565963) | > grad_norm_1: tensor(68.5814, device='cuda:0') (tensor(311.4779, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8463 (0.8690994722502572) | > loader_time: 0.0099 (0.010494938918522424)  --> TIME: 2025-05-12 08:01:00 -- STEP: 162/725 -- GLOBAL_STEP: 416500 | > loss_disc: 2.240419864654541 (2.2079580838297628) | > loss_disc_real_0: 0.17491042613983154 (0.1377526271030492) | > loss_disc_real_1: 0.19968350231647491 (0.18967371516757542) | > loss_disc_real_2: 0.19013915956020355 (0.18775304692027) | > loss_disc_real_3: 0.19529546797275543 (0.2055242925330445) | > loss_disc_real_4: 0.1778930127620697 (0.19430558650213992) | > loss_disc_real_5: 0.21231770515441895 (0.21064365379236363) | > loss_0: 2.240419864654541 (2.2079580838297628) | > grad_norm_0: tensor(22.8863, device='cuda:0') (tensor(20.6122, device='cuda:0')) | > loss_gen: 2.692978620529175 (2.7439115753880254) | > loss_kl: 1.8465404510498047 (1.7213799364772844) | > loss_feat: 7.963224411010742 (8.211543945618617) | > loss_mel: 11.760193824768066 (12.758531482131392) | > loss_duration: 1.6038340330123901 (1.6595870344727128) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.866769790649414 (27.094953925521285) | > grad_norm_1: tensor(430.4574, device='cuda:0') (tensor(319.9253, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8314 (0.8637357582280667) | > loader_time: 0.0103 (0.010408614888603304)  --> TIME: 2025-05-12 08:01:43 -- STEP: 212/725 -- GLOBAL_STEP: 416550 | > loss_disc: 2.307098388671875 (2.209528943277756) | > loss_disc_real_0: 0.17096327245235443 (0.1379887141849635) | > loss_disc_real_1: 0.19216912984848022 (0.19013613378101923) | > loss_disc_real_2: 0.19670149683952332 (0.18847084642862366) | > loss_disc_real_3: 0.21677127480506897 (0.2053542772554002) | > loss_disc_real_4: 0.22035151720046997 (0.19443693742999488) | > loss_disc_real_5: 0.24073605239391327 (0.20990656906703734) | > loss_0: 2.307098388671875 (2.209528943277756) | > grad_norm_0: tensor(29.1496, device='cuda:0') (tensor(21.3528, device='cuda:0')) | > loss_gen: 2.6489386558532715 (2.7500278095029436) | > loss_kl: 1.644900918006897 (1.7219191081119034) | > loss_feat: 7.680212497711182 (8.21168192827476) | > loss_mel: 12.23431396484375 (12.791317498908853) | > loss_duration: 1.6602489948272705 (1.6594096067941413) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.868616104125977 (27.13435591391797) | > grad_norm_1: tensor(282.0988, device='cuda:0') (tensor(330.1653, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8496 (0.8622369125204268) | > loader_time: 0.0113 (0.010419731994844828)  --> TIME: 2025-05-12 08:02:27 -- STEP: 262/725 -- GLOBAL_STEP: 416600 | > loss_disc: 2.185828924179077 (2.2135569730787794) | > loss_disc_real_0: 0.1343744546175003 (0.13810624787939416) | > loss_disc_real_1: 0.19630901515483856 (0.1905032973594338) | > loss_disc_real_2: 0.20293575525283813 (0.18878605887862557) | > loss_disc_real_3: 0.1690414994955063 (0.20533668528531346) | > loss_disc_real_4: 0.17144612967967987 (0.19456964901840412) | > loss_disc_real_5: 0.23466777801513672 (0.21085382747741147) | > loss_0: 2.185828924179077 (2.2135569730787794) | > grad_norm_0: tensor(17.3300, device='cuda:0') (tensor(20.6593, device='cuda:0')) | > loss_gen: 2.8581275939941406 (2.74377183331788) | > loss_kl: 1.6568541526794434 (1.7173109350313667) | > loss_feat: 9.24870777130127 (8.186940427954863) | > loss_mel: 13.915669441223145 (12.78542670402818) | > loss_duration: 1.6525276899337769 (1.6599582124302406) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.331886291503906 (27.09340808227772) | > grad_norm_1: tensor(438.5790, device='cuda:0') (tensor(319.2106, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8869 (0.8601708139172038) | > loader_time: 0.0102 (0.0104083041198381)  --> TIME: 2025-05-12 08:03:10 -- STEP: 312/725 -- GLOBAL_STEP: 416650 | > loss_disc: 2.2052462100982666 (2.212408544161382) | > loss_disc_real_0: 0.11957456171512604 (0.13798888488553268) | > loss_disc_real_1: 0.19175173342227936 (0.1904492568320189) | > loss_disc_real_2: 0.16448937356472015 (0.18908447328095243) | > loss_disc_real_3: 0.2038252204656601 (0.20523901364933222) | > loss_disc_real_4: 0.17497943341732025 (0.19438340003864887) | > loss_disc_real_5: 0.20017258822917938 (0.2101710858539893) | > loss_0: 2.2052462100982666 (2.212408544161382) | > grad_norm_0: tensor(8.6223, device='cuda:0') (tensor(20.2532, device='cuda:0')) | > loss_gen: 2.8226377964019775 (2.744125969134844) | > loss_kl: 1.6650906801223755 (1.718308490056258) | > loss_feat: 7.907236576080322 (8.189583981648461) | > loss_mel: 13.219467163085938 (12.798293611942196) | > loss_duration: 1.6534663438796997 (1.6593404721755247) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.267898559570312 (27.109652488659588) | > grad_norm_1: tensor(294.6436, device='cuda:0') (tensor(314.2862, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8419 (0.858272183399934) | > loader_time: 0.011 (0.010389335644550812)  --> TIME: 2025-05-12 08:03:53 -- STEP: 362/725 -- GLOBAL_STEP: 416700 | > loss_disc: 2.2325220108032227 (2.2105903638660584) | > loss_disc_real_0: 0.131736621260643 (0.13783866693960367) | > loss_disc_real_1: 0.2218114584684372 (0.1902980103430169) | > loss_disc_real_2: 0.2456996589899063 (0.1890448859959675) | > loss_disc_real_3: 0.23537850379943848 (0.2050919684668931) | > loss_disc_real_4: 0.20946994423866272 (0.19419563697517248) | > loss_disc_real_5: 0.22199706733226776 (0.2103030073214631) | > loss_0: 2.2325220108032227 (2.2105903638660584) | > grad_norm_0: tensor(20.6845, device='cuda:0') (tensor(20.8987, device='cuda:0')) | > loss_gen: 2.9025611877441406 (2.748266350498516) | > loss_kl: 2.0116195678710938 (1.718270590292156) | > loss_feat: 7.763760566711426 (8.209509558440567) | > loss_mel: 11.807451248168945 (12.811145173910576) | > loss_duration: 1.6322968006134033 (1.6585157734254448) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.117691040039062 (27.14570744129834) | > grad_norm_1: tensor(383.9010, device='cuda:0') (tensor(323.2677, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8408 (0.8577208499223488) | > loader_time: 0.0111 (0.010410792919812275)  --> TIME: 2025-05-12 08:04:37 -- STEP: 412/725 -- GLOBAL_STEP: 416750 | > loss_disc: 2.363157272338867 (2.205623460626139) | > loss_disc_real_0: 0.12895850837230682 (0.1369789542576063) | > loss_disc_real_1: 0.22821752727031708 (0.1900977159588083) | > loss_disc_real_2: 0.21431894600391388 (0.18846788608188758) | > loss_disc_real_3: 0.23893927037715912 (0.20490141914596835) | > loss_disc_real_4: 0.21075542271137238 (0.19377178369650563) | > loss_disc_real_5: 0.20079398155212402 (0.21017975692899482) | > loss_0: 2.363157272338867 (2.205623460626139) | > grad_norm_0: tensor(11.6332, device='cuda:0') (tensor(20.9034, device='cuda:0')) | > loss_gen: 2.3741092681884766 (2.7533984907622475) | > loss_kl: 1.512234091758728 (1.7178285422834378) | > loss_feat: 6.284223556518555 (8.232057285540312) | > loss_mel: 11.034279823303223 (12.824769309423504) | > loss_duration: 1.6674014329910278 (1.6590705722281076) | > amp_scaler: 128.0 (128.0) | > loss_1: 22.872249603271484 (27.18712418287703) | > grad_norm_1: tensor(355.7630, device='cuda:0') (tensor(330.5403, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8549 (0.8575605622773032) | > loader_time: 0.0098 (0.010401713616639661)  --> TIME: 2025-05-12 08:05:21 -- STEP: 462/725 -- GLOBAL_STEP: 416800 | > loss_disc: 2.235607147216797 (2.2060322962798073) | > loss_disc_real_0: 0.10069426894187927 (0.1365745781529776) | > loss_disc_real_1: 0.18285305798053741 (0.19022504537007515) | > loss_disc_real_2: 0.23305070400238037 (0.18900608821284193) | > loss_disc_real_3: 0.20442645251750946 (0.20482035494082934) | > loss_disc_real_4: 0.16534176468849182 (0.19378961103432107) | > loss_disc_real_5: 0.17862002551555634 (0.20974925353929594) | > loss_0: 2.235607147216797 (2.2060322962798073) | > grad_norm_0: tensor(20.9056, device='cuda:0') (tensor(21.1514, device='cuda:0')) | > loss_gen: 2.7501652240753174 (2.757405347638316) | > loss_kl: 1.7667338848114014 (1.7166036893795062) | > loss_feat: 8.265089988708496 (8.25592549538715) | > loss_mel: 12.99855899810791 (12.84488189994515) | > loss_duration: 1.6922333240509033 (1.6589611833229725) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.4727840423584 (27.233777607674206) | > grad_norm_1: tensor(304.2841, device='cuda:0') (tensor(335.7437, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8016 (0.857745573634193) | > loader_time: 0.0098 (0.01038159642900739)  --> TIME: 2025-05-12 08:06:04 -- STEP: 512/725 -- GLOBAL_STEP: 416850 | > loss_disc: 2.2993216514587402 (2.206984925083815) | > loss_disc_real_0: 0.22682534158229828 (0.13660131067445047) | > loss_disc_real_1: 0.19335131347179413 (0.19058203054009942) | > loss_disc_real_2: 0.19502757489681244 (0.1890798784879734) | > loss_disc_real_3: 0.19663196802139282 (0.20483402389800176) | > loss_disc_real_4: 0.2010948359966278 (0.1939296085620299) | > loss_disc_real_5: 0.22488074004650116 (0.20982189825735986) | > loss_0: 2.2993216514587402 (2.206984925083815) | > grad_norm_0: tensor(31.1261, device='cuda:0') (tensor(21.0252, device='cuda:0')) | > loss_gen: 2.6764087677001953 (2.7560495757497847) | > loss_kl: 1.6839202642440796 (1.7157379889395088) | > loss_feat: 7.317403316497803 (8.244635936804114) | > loss_mel: 12.177836418151855 (12.845671003684403) | > loss_duration: 1.615319013595581 (1.6596874231472611) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.470888137817383 (27.22178190201521) | > grad_norm_1: tensor(321.3638, device='cuda:0') (tensor(334.0232, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8604 (0.856834459118545) | > loader_time: 0.0109 (0.010363744571804997)  --> TIME: 2025-05-12 08:06:47 -- STEP: 562/725 -- GLOBAL_STEP: 416900 | > loss_disc: 2.0943593978881836 (2.2046678278369822) | > loss_disc_real_0: 0.11385875940322876 (0.13627686350211984) | > loss_disc_real_1: 0.19602186977863312 (0.1905019692148603) | > loss_disc_real_2: 0.20296800136566162 (0.18880806103666897) | > loss_disc_real_3: 0.20162059366703033 (0.20455556439759473) | > loss_disc_real_4: 0.17640864849090576 (0.19379295477663497) | > loss_disc_real_5: 0.2047031670808792 (0.20994415598195634) | > loss_0: 2.0943593978881836 (2.2046678278369822) | > grad_norm_0: tensor(24.6269, device='cuda:0') (tensor(21.0052, device='cuda:0')) | > loss_gen: 2.8210372924804688 (2.7607124288735445) | > loss_kl: 1.8036032915115356 (1.718181415384774) | > loss_feat: 8.86605453491211 (8.271531417276506) | > loss_mel: 13.429116249084473 (12.886707742019057) | > loss_duration: 1.6224437952041626 (1.6596610989434863) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.542255401611328 (27.296794053074297) | > grad_norm_1: tensor(303.9566, device='cuda:0') (tensor(334.8690, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.904 (0.8562627716845042) | > loader_time: 0.0136 (0.010371483517711267)  --> TIME: 2025-05-12 08:07:31 -- STEP: 612/725 -- GLOBAL_STEP: 416950 | > loss_disc: 2.220318078994751 (2.2052005237224046) | > loss_disc_real_0: 0.11687436699867249 (0.13609393683621315) | > loss_disc_real_1: 0.1958484798669815 (0.19059537631136916) | > loss_disc_real_2: 0.2011300027370453 (0.18886852898677578) | > loss_disc_real_3: 0.18107128143310547 (0.20460613505318279) | > loss_disc_real_4: 0.20516715943813324 (0.19387101593847372) | > loss_disc_real_5: 0.20544414222240448 (0.20997650614556135) | > loss_0: 2.220318078994751 (2.2052005237224046) | > grad_norm_0: tensor(24.4164, device='cuda:0') (tensor(21.0294, device='cuda:0')) | > loss_gen: 2.805760383605957 (2.7593536326308667) | > loss_kl: 1.7620582580566406 (1.7188515526796475) | > loss_feat: 8.380447387695312 (8.259520416945406) | > loss_mel: 12.688499450683594 (12.875502910489361) | > loss_duration: 1.6033806800842285 (1.659308037337134) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.240144729614258 (27.27253650528152) | > grad_norm_1: tensor(471.9777, device='cuda:0') (tensor(335.4987, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8091 (0.8561062251820284) | > loader_time: 0.0099 (0.010383143923641022)  --> TIME: 2025-05-12 08:08:14 -- STEP: 662/725 -- GLOBAL_STEP: 417000 | > loss_disc: 2.262753486633301 (2.2052453605069853) | > loss_disc_real_0: 0.0929960161447525 (0.13605600964626885) | > loss_disc_real_1: 0.20120848715305328 (0.19055680932865393) | > loss_disc_real_2: 0.18404388427734375 (0.18884244305714737) | > loss_disc_real_3: 0.21407711505889893 (0.2047866175902214) | > loss_disc_real_4: 0.2058647722005844 (0.19405415525879402) | > loss_disc_real_5: 0.1878311187028885 (0.20996994781800257) | > loss_0: 2.262753486633301 (2.2052453605069853) | > grad_norm_0: tensor(30.0762, device='cuda:0') (tensor(21.3181, device='cuda:0')) | > loss_gen: 2.761615037918091 (2.7610658562075354) | > loss_kl: 1.7636173963546753 (1.7192592149054533) | > loss_feat: 8.255757331848145 (8.259236645482456) | > loss_mel: 13.07824993133545 (12.872742225036172) | > loss_duration: 1.6675301790237427 (1.65958977375866) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.526771545410156 (27.271893671272007) | > grad_norm_1: tensor(647.2300, device='cuda:0') (tensor(340.3778, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8666 (0.8551311593761617) | > loader_time: 0.0111 (0.010366842825967377) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_417000.pth  --> TIME: 2025-05-12 08:09:00 -- STEP: 712/725 -- GLOBAL_STEP: 417050 | > loss_disc: 2.270613193511963 (2.2042964243152157) | > loss_disc_real_0: 0.1468510627746582 (0.13594331794282358) | > loss_disc_real_1: 0.22122234106063843 (0.19055764059002472) | > loss_disc_real_2: 0.1963842511177063 (0.1888698405492004) | > loss_disc_real_3: 0.20147180557250977 (0.20463946938849567) | > loss_disc_real_4: 0.1926012933254242 (0.19386152016898905) | > loss_disc_real_5: 0.20250944793224335 (0.21002219943852898) | > loss_0: 2.270613193511963 (2.2042964243152157) | > grad_norm_0: tensor(38.8995, device='cuda:0') (tensor(21.2229, device='cuda:0')) | > loss_gen: 2.6294639110565186 (2.7622119884812455) | > loss_kl: 1.7023086547851562 (1.7184549509809255) | > loss_feat: 7.5519185066223145 (8.269764708668994) | > loss_mel: 12.47509479522705 (12.88679410500474) | > loss_duration: 1.6535677909851074 (1.6593107460589884) | > amp_scaler: 256.0 (133.03370786516857) | > loss_1: 26.012351989746094 (27.296536469727403) | > grad_norm_1: tensor(400.2103, device='cuda:0') (tensor(339.8833, device='cuda:0')) | > current_lr_0: 0.00018762370240390464 | > current_lr_1: 0.00018762370240390464 | > step_time: 0.8211 (0.8552415504884184) | > loader_time: 0.0097 (0.01038629955120301)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.215142011642456 (2.215142011642456) | > loss_disc_real_0: 0.14965489506721497 (0.14965489506721497) | > loss_disc_real_1: 0.14998207986354828 (0.14998207986354828) | > loss_disc_real_2: 0.21994081139564514 (0.21994081139564514) | > loss_disc_real_3: 0.20514295995235443 (0.20514295995235443) | > loss_disc_real_4: 0.21925827860832214 (0.21925827860832214) | > loss_disc_real_5: 0.2466689646244049 (0.2466689646244049) | > loss_0: 2.215142011642456 (2.215142011642456) | > loss_gen: 2.8912503719329834 (2.8912503719329834) | > loss_kl: 2.2577462196350098 (2.2577462196350098) | > loss_feat: 9.59508228302002 (9.59508228302002) | > loss_mel: 15.006770133972168 (15.006770133972168) | > loss_duration: 1.744708776473999 (1.744708776473999) | > loss_1: 31.495559692382812 (31.495559692382812)  --> STEP: 1 | > loss_disc: 2.315680742263794 (2.315680742263794) | > loss_disc_real_0: 0.17026130855083466 (0.17026130855083466) | > loss_disc_real_1: 0.16590267419815063 (0.16590267419815063) | > loss_disc_real_2: 0.20919020473957062 (0.20919020473957062) | > loss_disc_real_3: 0.21022450923919678 (0.21022450923919678) | > loss_disc_real_4: 0.2614407539367676 (0.2614407539367676) | > loss_disc_real_5: 0.2501096725463867 (0.2501096725463867) | > loss_0: 2.315680742263794 (2.315680742263794) | > loss_gen: 2.7802538871765137 (2.7802538871765137) | > loss_kl: 2.230531692504883 (2.230531692504883) | > loss_feat: 8.627280235290527 (8.627280235290527) | > loss_mel: 14.754626274108887 (14.754626274108887) | > loss_duration: 1.8708035945892334 (1.8708035945892334) | > loss_1: 30.26349639892578 (30.26349639892578)  --> STEP: 2 | > loss_disc: 2.252699851989746 (2.28419029712677) | > loss_disc_real_0: 0.15719996392726898 (0.16373063623905182) | > loss_disc_real_1: 0.16651661694049835 (0.1662096455693245) | > loss_disc_real_2: 0.21046894788742065 (0.20982957631349564) | > loss_disc_real_3: 0.1979324370622635 (0.20407847315073013) | > loss_disc_real_4: 0.21302790939807892 (0.23723433166742325) | > loss_disc_real_5: 0.24081829190254211 (0.24546398222446442) | > loss_0: 2.252699851989746 (2.28419029712677) | > loss_gen: 2.6906166076660156 (2.7354352474212646) | > loss_kl: 1.9007006883621216 (2.065616190433502) | > loss_feat: 8.256439208984375 (8.441859722137451) | > loss_mel: 13.278175354003906 (14.016400814056396) | > loss_duration: 1.8866386413574219 (1.8787211179733276) | > loss_1: 28.012569427490234 (29.138032913208008)  --> STEP: 3 | > loss_disc: 2.294227123260498 (2.2875359058380127) | > loss_disc_real_0: 0.16529682278633118 (0.16425269842147827) | > loss_disc_real_1: 0.1744595319032669 (0.16895960768063864) | > loss_disc_real_2: 0.20186656713485718 (0.20717523992061615) | > loss_disc_real_3: 0.20622330904006958 (0.2047934184471766) | > loss_disc_real_4: 0.22577516734600067 (0.23341461022694907) | > loss_disc_real_5: 0.24529634416103363 (0.2454081028699875) | > loss_0: 2.294227123260498 (2.2875359058380127) | > loss_gen: 2.7394769191741943 (2.7367824713389077) | > loss_kl: 2.0183098316192627 (2.049847404162089) | > loss_feat: 8.113663673400879 (8.33246103922526) | > loss_mel: 13.568114280700684 (13.866971969604492) | > loss_duration: 1.866042971611023 (1.8744950691858928) | > loss_1: 28.30560874938965 (28.860558191935223)  --> STEP: 4 | > loss_disc: 2.2250897884368896 (2.271924376487732) | > loss_disc_real_0: 0.15517477691173553 (0.1619832180440426) | > loss_disc_real_1: 0.16354182362556458 (0.16760516166687012) | > loss_disc_real_2: 0.19308340549468994 (0.2036522813141346) | > loss_disc_real_3: 0.18574091792106628 (0.20003029331564903) | > loss_disc_real_4: 0.2011433094739914 (0.22534678503870964) | > loss_disc_real_5: 0.26840120553970337 (0.25115637853741646) | > loss_0: 2.2250897884368896 (2.271924376487732) | > loss_gen: 2.764634370803833 (2.743745446205139) | > loss_kl: 1.9826710224151611 (2.033053308725357) | > loss_feat: 8.17652702331543 (8.293477535247803) | > loss_mel: 13.611542701721191 (13.803114652633667) | > loss_duration: 1.7860697507858276 (1.8523887395858765) | > loss_1: 28.32144546508789 (28.72578001022339) --> EVAL PERFORMANCE | > avg_loader_time: 0.32639920711517334 (-0.006424546241760254) | > avg_loss_disc: 2.271924376487732 (-0.07137316465377808) | > avg_loss_disc_real_0: 0.1619832180440426 (+0.034590257331728935) | > avg_loss_disc_real_1: 0.16760516166687012 (-0.036370012909173965) | > avg_loss_disc_real_2: 0.2036522813141346 (-0.06198118254542351) | > avg_loss_disc_real_3: 0.20003029331564903 (-0.03953009471297264) | > avg_loss_disc_real_4: 0.22534678503870964 (-0.005736824125051498) | > avg_loss_disc_real_5: 0.25115637853741646 (+0.05053846910595894) | > avg_loss_0: 2.271924376487732 (-0.07137316465377808) | > avg_loss_gen: 2.743745446205139 (+0.11805450916290283) | > avg_loss_kl: 2.033053308725357 (-0.023349136114120483) | > avg_loss_feat: 8.293477535247803 (+0.6072219610214233) | > avg_loss_mel: 13.803114652633667 (+0.5436599254608154) | > avg_loss_duration: 1.8523887395858765 (+0.007920265197753906) | > avg_loss_1: 28.72578001022339 (+1.2535080909729004)  > EPOCH: 512/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 08:09:18)   --> TIME: 2025-05-12 08:09:52 -- STEP: 37/725 -- GLOBAL_STEP: 417100 | > loss_disc: 2.1542532444000244 (2.2155539216221984) | > loss_disc_real_0: 0.10103428363800049 (0.13847211506721138) | > loss_disc_real_1: 0.17489300668239594 (0.19162443844047752) | > loss_disc_real_2: 0.1803465038537979 (0.18933237243343043) | > loss_disc_real_3: 0.1869140863418579 (0.2066457029935476) | > loss_disc_real_4: 0.19893169403076172 (0.1949642445590045) | > loss_disc_real_5: 0.16884951293468475 (0.20889458221358223) | > loss_0: 2.1542532444000244 (2.2155539216221984) | > grad_norm_0: tensor(10.9027, device='cuda:0') (tensor(24.2872, device='cuda:0')) | > loss_gen: 2.852452278137207 (2.7499011851645805) | > loss_kl: 1.753675937652588 (1.7015785848772205) | > loss_feat: 9.326628684997559 (8.240644119881296) | > loss_mel: 13.069973945617676 (12.878192798511401) | > loss_duration: 1.6397318840026855 (1.657137332735835) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.64246368408203 (27.22745405661093) | > grad_norm_1: tensor(101.1248, device='cuda:0') (tensor(338.0538, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8523 (0.8526591545826679) | > loader_time: 0.0127 (0.01204937857550544)  --> TIME: 2025-05-12 08:10:36 -- STEP: 87/725 -- GLOBAL_STEP: 417150 | > loss_disc: 2.2753727436065674 (2.2085063375275706) | > loss_disc_real_0: 0.1527775228023529 (0.13693766912509656) | > loss_disc_real_1: 0.22877104580402374 (0.19037135476353526) | > loss_disc_real_2: 0.20144125819206238 (0.18828598315688386) | > loss_disc_real_3: 0.22102127969264984 (0.20640733683931417) | > loss_disc_real_4: 0.2296738177537918 (0.19467404193576726) | > loss_disc_real_5: 0.24766573309898376 (0.21157455529974795) | > loss_0: 2.2753727436065674 (2.2085063375275706) | > grad_norm_0: tensor(20.5021, device='cuda:0') (tensor(20.5640, device='cuda:0')) | > loss_gen: 2.718245029449463 (2.7375248382831434) | > loss_kl: 1.6700564622879028 (1.692904595671029) | > loss_feat: 7.948662757873535 (8.215303514195583) | > loss_mel: 12.7216157913208 (12.862423206197805) | > loss_duration: 1.637768268585205 (1.6578498393639751) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.696348190307617 (27.16600595671555) | > grad_norm_1: tensor(376.7241, device='cuda:0') (tensor(319.7350, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8391 (0.8555009748743868) | > loader_time: 0.01 (0.011146400166654044)  --> TIME: 2025-05-12 08:11:19 -- STEP: 137/725 -- GLOBAL_STEP: 417200 | > loss_disc: 2.1696643829345703 (2.204471226156193) | > loss_disc_real_0: 0.10076463222503662 (0.13524671834315696) | > loss_disc_real_1: 0.17621274292469025 (0.18994413261866047) | > loss_disc_real_2: 0.16397663950920105 (0.18780929720314748) | > loss_disc_real_3: 0.22355011105537415 (0.20536792071631357) | > loss_disc_real_4: 0.145048126578331 (0.19427894664941914) | > loss_disc_real_5: 0.21970190107822418 (0.21154559496110373) | > loss_0: 2.1696643829345703 (2.204471226156193) | > grad_norm_0: tensor(12.7231, device='cuda:0') (tensor(21.1863, device='cuda:0')) | > loss_gen: 2.845767021179199 (2.738087071119433) | > loss_kl: 1.786249041557312 (1.6856211267248553) | > loss_feat: 9.688817977905273 (8.225567212069995) | > loss_mel: 13.783361434936523 (12.819220640363485) | > loss_duration: 1.6417744159698486 (1.6578200916304207) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.745969772338867 (27.126316181934662) | > grad_norm_1: tensor(275.9803, device='cuda:0') (tensor(331.5257, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8183 (0.856330920309916) | > loader_time: 0.0095 (0.010874422797321407)  --> TIME: 2025-05-12 08:12:03 -- STEP: 187/725 -- GLOBAL_STEP: 417250 | > loss_disc: 2.2026116847991943 (2.200539363259301) | > loss_disc_real_0: 0.14337150752544403 (0.13557276623771788) | > loss_disc_real_1: 0.19127875566482544 (0.1896751689560274) | > loss_disc_real_2: 0.19105875492095947 (0.18857304640313513) | > loss_disc_real_3: 0.18239174783229828 (0.2047925373130942) | > loss_disc_real_4: 0.19558322429656982 (0.19374617472051933) | > loss_disc_real_5: 0.20762784779071808 (0.21022473084416618) | > loss_0: 2.2026116847991943 (2.200539363259301) | > grad_norm_0: tensor(20.0492, device='cuda:0') (tensor(21.8106, device='cuda:0')) | > loss_gen: 2.5929548740386963 (2.7507936584758235) | > loss_kl: 1.7354627847671509 (1.6906174848423916) | > loss_feat: 8.262269973754883 (8.27060372306702) | > loss_mel: 12.788643836975098 (12.847557149468901) | > loss_duration: 1.6715075969696045 (1.6592104638961547) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.050838470458984 (27.218782557523188) | > grad_norm_1: tensor(306.0650, device='cuda:0') (tensor(342.5391, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8535 (0.8554855068737173) | > loader_time: 0.0104 (0.010685494876800379)  --> TIME: 2025-05-12 08:12:47 -- STEP: 237/725 -- GLOBAL_STEP: 417300 | > loss_disc: 2.151308536529541 (2.19863708763686) | > loss_disc_real_0: 0.09297619014978409 (0.13532865380687553) | > loss_disc_real_1: 0.17032571136951447 (0.18913234613112764) | > loss_disc_real_2: 0.19186721742153168 (0.1879337655089575) | > loss_disc_real_3: 0.17969973385334015 (0.20445174060541876) | > loss_disc_real_4: 0.20887920260429382 (0.19372782142604952) | > loss_disc_real_5: 0.18519790470600128 (0.21026678050117653) | > loss_0: 2.151308536529541 (2.19863708763686) | > grad_norm_0: tensor(12.5551, device='cuda:0') (tensor(21.1634, device='cuda:0')) | > loss_gen: 2.8301615715026855 (2.7555728139756592) | > loss_kl: 2.0106778144836426 (1.702794134365355) | > loss_feat: 8.804834365844727 (8.285225254573906) | > loss_mel: 14.247950553894043 (12.881869448891173) | > loss_duration: 1.648045301437378 (1.6599497810194763) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.541667938232422 (27.285411456466225) | > grad_norm_1: tensor(259.4978, device='cuda:0') (tensor(327.1938, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8228 (0.8567430278922938) | > loader_time: 0.0105 (0.010586251689411923)  --> TIME: 2025-05-12 08:13:30 -- STEP: 287/725 -- GLOBAL_STEP: 417350 | > loss_disc: 2.180530071258545 (2.195998784557038) | > loss_disc_real_0: 0.16515518724918365 (0.13469771778645823) | > loss_disc_real_1: 0.19876711070537567 (0.1889822106120479) | > loss_disc_real_2: 0.18937700986862183 (0.18781753709922672) | > loss_disc_real_3: 0.21639984846115112 (0.20443749998920058) | > loss_disc_real_4: 0.22009176015853882 (0.19365044846767326) | > loss_disc_real_5: 0.18405920267105103 (0.20992561162348825) | > loss_0: 2.180530071258545 (2.195998784557038) | > grad_norm_0: tensor(35.9379, device='cuda:0') (tensor(21.0115, device='cuda:0')) | > loss_gen: 2.73598051071167 (2.7596005379945967) | > loss_kl: 1.918778657913208 (1.7107517004843784) | > loss_feat: 8.761995315551758 (8.295825308623634) | > loss_mel: 13.106988906860352 (12.893165452139723) | > loss_duration: 1.6824923753738403 (1.6595308053784252) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.206235885620117 (27.318873794236666) | > grad_norm_1: tensor(520.5157, device='cuda:0') (tensor(333.8034, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8305 (0.856246591860409) | > loader_time: 0.0106 (0.010563292154451698)  --> TIME: 2025-05-12 08:14:14 -- STEP: 337/725 -- GLOBAL_STEP: 417400 | > loss_disc: 2.1934633255004883 (2.20030047313396) | > loss_disc_real_0: 0.09631117433309555 (0.1352137864653009) | > loss_disc_real_1: 0.1867295652627945 (0.18943899927401056) | > loss_disc_real_2: 0.1687847375869751 (0.18854572307815867) | > loss_disc_real_3: 0.22942706942558289 (0.2049891001569765) | > loss_disc_real_4: 0.25582069158554077 (0.1939114626242782) | > loss_disc_real_5: 0.22658398747444153 (0.20962520337246293) | > loss_0: 2.1934633255004883 (2.20030047313396) | > grad_norm_0: tensor(16.1293, device='cuda:0') (tensor(21.3136, device='cuda:0')) | > loss_gen: 2.8854644298553467 (2.7620272976000853) | > loss_kl: 1.6991075277328491 (1.7132593831959393) | > loss_feat: 8.26613998413086 (8.293763422470773) | > loss_mel: 13.502143859863281 (12.882639805711692) | > loss_duration: 1.6339272260665894 (1.658752581839745) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.98678207397461 (27.31044245756698) | > grad_norm_1: tensor(479.2403, device='cuda:0') (tensor(339.9179, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8885 (0.8584540654360717) | > loader_time: 0.0129 (0.01053855327187377)  --> TIME: 2025-05-12 08:14:58 -- STEP: 387/725 -- GLOBAL_STEP: 417450 | > loss_disc: 2.1819775104522705 (2.1999519262511003) | > loss_disc_real_0: 0.17035894095897675 (0.1354348750192989) | > loss_disc_real_1: 0.20352500677108765 (0.18938247355071772) | > loss_disc_real_2: 0.22182826697826385 (0.1885906892614461) | > loss_disc_real_3: 0.18791672587394714 (0.20478997828116405) | > loss_disc_real_4: 0.15393364429473877 (0.19377969832999453) | > loss_disc_real_5: 0.19989459216594696 (0.2096270864170035) | > loss_0: 2.1819775104522705 (2.1999519262511003) | > grad_norm_0: tensor(21.3860, device='cuda:0') (tensor(20.9687, device='cuda:0')) | > loss_gen: 2.83561372756958 (2.7627315059188713) | > loss_kl: 1.7651478052139282 (1.718866858987537) | > loss_feat: 8.171216011047363 (8.298260423872208) | > loss_mel: 13.103045463562012 (12.888883060879175) | > loss_duration: 1.7402772903442383 (1.658981640209523) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.615299224853516 (27.327723456291572) | > grad_norm_1: tensor(233.7383, device='cuda:0') (tensor(335.2000, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8809 (0.8590976803801781) | > loader_time: 0.0111 (0.010540344302352393)  --> TIME: 2025-05-12 08:15:42 -- STEP: 437/725 -- GLOBAL_STEP: 417500 | > loss_disc: 2.2213807106018066 (2.1988499909298413) | > loss_disc_real_0: 0.138360396027565 (0.13533744500689965) | > loss_disc_real_1: 0.19433799386024475 (0.18922992671245303) | > loss_disc_real_2: 0.166858971118927 (0.18871590651963868) | > loss_disc_real_3: 0.22564031183719635 (0.20460231656749953) | > loss_disc_real_4: 0.22875675559043884 (0.19404306066663643) | > loss_disc_real_5: 0.2554890811443329 (0.20940159107782202) | > loss_0: 2.2213807106018066 (2.1988499909298413) | > grad_norm_0: tensor(9.8771, device='cuda:0') (tensor(20.9778, device='cuda:0')) | > loss_gen: 2.8894076347351074 (2.7676538166246907) | > loss_kl: 1.7002036571502686 (1.7183348038649395) | > loss_feat: 8.155224800109863 (8.307031657657577) | > loss_mel: 12.648538589477539 (12.894715272043605) | > loss_duration: 1.625529170036316 (1.6590869934116945) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.018903732299805 (27.34682253350928) | > grad_norm_1: tensor(181.4851, device='cuda:0') (tensor(337.6192, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8978 (0.8584760146501135) | > loader_time: 0.0099 (0.010533723460182172)  --> TIME: 2025-05-12 08:16:25 -- STEP: 487/725 -- GLOBAL_STEP: 417550 | > loss_disc: 2.133491039276123 (2.200970846769505) | > loss_disc_real_0: 0.10530157387256622 (0.1358480353283195) | > loss_disc_real_1: 0.20532836019992828 (0.1895314593946665) | > loss_disc_real_2: 0.20411808788776398 (0.18886280680951134) | > loss_disc_real_3: 0.17290648818016052 (0.20455260354513016) | > loss_disc_real_4: 0.1701870560646057 (0.1939919882547684) | > loss_disc_real_5: 0.21585991978645325 (0.20921436830345366) | > loss_0: 2.133491039276123 (2.200970846769505) | > grad_norm_0: tensor(11.6698, device='cuda:0') (tensor(21.1001, device='cuda:0')) | > loss_gen: 3.060948133468628 (2.7669920916430017) | > loss_kl: 1.8662079572677612 (1.716927886988348) | > loss_feat: 8.795283317565918 (8.302551319466971) | > loss_mel: 13.309587478637695 (12.90087862034353) | > loss_duration: 1.6391732692718506 (1.6596081242179477) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.671199798583984 (27.346958042904582) | > grad_norm_1: tensor(254.1556, device='cuda:0') (tensor(339.5183, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8213 (0.8584790513745568) | > loader_time: 0.0095 (0.010523483738517369)  --> TIME: 2025-05-12 08:17:09 -- STEP: 537/725 -- GLOBAL_STEP: 417600 | > loss_disc: 2.200225353240967 (2.2027248486016306) | > loss_disc_real_0: 0.11982901394367218 (0.13591018291381024) | > loss_disc_real_1: 0.20144622027873993 (0.1896672660634061) | > loss_disc_real_2: 0.20066574215888977 (0.1891222144693856) | > loss_disc_real_3: 0.20370976626873016 (0.20493146066781084) | > loss_disc_real_4: 0.20631718635559082 (0.194270901368095) | > loss_disc_real_5: 0.2190396785736084 (0.20957064068073222) | > loss_0: 2.200225353240967 (2.2027248486016306) | > grad_norm_0: tensor(10.3049, device='cuda:0') (tensor(21.0804, device='cuda:0')) | > loss_gen: 2.7700064182281494 (2.7641108702014936) | > loss_kl: 1.5520851612091064 (1.7154215962749175) | > loss_feat: 8.753686904907227 (8.29722762951416) | > loss_mel: 13.464550018310547 (12.90499840990347) | > loss_duration: 1.6760790348052979 (1.6598531889071895) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.216405868530273 (27.341611684589633) | > grad_norm_1: tensor(324.7391, device='cuda:0') (tensor(338.7586, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.845 (0.8579756956082705) | > loader_time: 0.0114 (0.010513585373010047)  --> TIME: 2025-05-12 08:17:53 -- STEP: 587/725 -- GLOBAL_STEP: 417650 | > loss_disc: 2.053698778152466 (2.2025373800446704) | > loss_disc_real_0: 0.09160999208688736 (0.13600283288722134) | > loss_disc_real_1: 0.19339816272258759 (0.18974091318234468) | > loss_disc_real_2: 0.16429921984672546 (0.18915426403639451) | > loss_disc_real_3: 0.16771796345710754 (0.20478177167081746) | > loss_disc_real_4: 0.1775844246149063 (0.1942492558460626) | > loss_disc_real_5: 0.21484971046447754 (0.20942515177966384) | > loss_0: 2.053698778152466 (2.2025373800446704) | > grad_norm_0: tensor(16.5194, device='cuda:0') (tensor(21.0722, device='cuda:0')) | > loss_gen: 3.0743188858032227 (2.7631050086305744) | > loss_kl: 1.6016045808792114 (1.7167288651864414) | > loss_feat: 10.191854476928711 (8.291643717016841) | > loss_mel: 15.636991500854492 (12.898313372870325) | > loss_duration: 1.6574238538742065 (1.6595085607476698) | > amp_scaler: 256.0 (256.0) | > loss_1: 32.162193298339844 (27.329299543338504) | > grad_norm_1: tensor(75.2940, device='cuda:0') (tensor(335.9127, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8764 (0.8584017847018918) | > loader_time: 0.0099 (0.01053749479264579)  --> TIME: 2025-05-12 08:18:36 -- STEP: 637/725 -- GLOBAL_STEP: 417700 | > loss_disc: 2.2293481826782227 (2.2028391722420158) | > loss_disc_real_0: 0.13939215242862701 (0.1359487694207127) | > loss_disc_real_1: 0.16738437116146088 (0.18967079494025677) | > loss_disc_real_2: 0.17254912853240967 (0.18919659722918034) | > loss_disc_real_3: 0.21121853590011597 (0.20490316548377407) | > loss_disc_real_4: 0.2081233114004135 (0.19425939294850253) | > loss_disc_real_5: 0.19499099254608154 (0.2094566744154251) | > loss_0: 2.2293481826782227 (2.2028391722420158) | > grad_norm_0: tensor(26.3358, device='cuda:0') (tensor(20.6153, device='cuda:0')) | > loss_gen: 2.7284958362579346 (2.760924947879377) | > loss_kl: 1.6135783195495605 (1.7176734628258175) | > loss_feat: 8.66392993927002 (8.286767227496231) | > loss_mel: 13.39858627319336 (12.889194087293502) | > loss_duration: 1.6257158517837524 (1.6595228584819537) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.030305862426758 (27.314082599322507) | > grad_norm_1: tensor(538.0884, device='cuda:0') (tensor(328.2101, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8572 (0.8582648029507051) | > loader_time: 0.0099 (0.01054179312857204)  --> TIME: 2025-05-12 08:19:20 -- STEP: 687/725 -- GLOBAL_STEP: 417750 | > loss_disc: 2.2094759941101074 (2.2038118657066335) | > loss_disc_real_0: 0.1628117561340332 (0.13618375069232644) | > loss_disc_real_1: 0.19425851106643677 (0.18979122612240357) | > loss_disc_real_2: 0.21088778972625732 (0.1892379113463507) | > loss_disc_real_3: 0.154265359044075 (0.20491141794463597) | > loss_disc_real_4: 0.1765146255493164 (0.19421174410822792) | > loss_disc_real_5: 0.2227105051279068 (0.20969724720221933) | > loss_0: 2.2094759941101074 (2.2038118657066335) | > grad_norm_0: tensor(17.8862, device='cuda:0') (tensor(20.5405, device='cuda:0')) | > loss_gen: 2.685683012008667 (2.759229029109901) | > loss_kl: 1.6645747423171997 (1.7163851549184654) | > loss_feat: 7.742809772491455 (8.275291727446396) | > loss_mel: 12.527024269104004 (12.872321015015098) | > loss_duration: 1.6710894107818604 (1.659792488318864) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.291181564331055 (27.283019414288166) | > grad_norm_1: tensor(353.2158, device='cuda:0') (tensor(328.8098, device='cuda:0')) | > current_lr_0: 0.00018760024944110414 | > current_lr_1: 0.00018760024944110414 | > step_time: 0.8748 (0.8578217196152201) | > loader_time: 0.0101 (0.010552718649785067)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.364004611968994 (2.364004611968994) | > loss_disc_real_0: 0.1620425283908844 (0.1620425283908844) | > loss_disc_real_1: 0.18800194561481476 (0.18800194561481476) | > loss_disc_real_2: 0.23924794793128967 (0.23924794793128967) | > loss_disc_real_3: 0.2794460952281952 (0.2794460952281952) | > loss_disc_real_4: 0.24952468276023865 (0.24952468276023865) | > loss_disc_real_5: 0.3023151457309723 (0.3023151457309723) | > loss_0: 2.364004611968994 (2.364004611968994) | > loss_gen: 2.8025567531585693 (2.8025567531585693) | > loss_kl: 2.1189043521881104 (2.1189043521881104) | > loss_feat: 8.252604484558105 (8.252604484558105) | > loss_mel: 13.389627456665039 (13.389627456665039) | > loss_duration: 1.7400810718536377 (1.7400810718536377) | > loss_1: 28.303773880004883 (28.303773880004883)  --> STEP: 1 | > loss_disc: 2.4991116523742676 (2.4991116523742676) | > loss_disc_real_0: 0.18770429491996765 (0.18770429491996765) | > loss_disc_real_1: 0.21239815652370453 (0.21239815652370453) | > loss_disc_real_2: 0.2688122093677521 (0.2688122093677521) | > loss_disc_real_3: 0.30849069356918335 (0.30849069356918335) | > loss_disc_real_4: 0.2318340241909027 (0.2318340241909027) | > loss_disc_real_5: 0.3030226528644562 (0.3030226528644562) | > loss_0: 2.4991116523742676 (2.4991116523742676) | > loss_gen: 2.7088794708251953 (2.7088794708251953) | > loss_kl: 2.252359628677368 (2.252359628677368) | > loss_feat: 6.026376247406006 (6.026376247406006) | > loss_mel: 11.87275218963623 (11.87275218963623) | > loss_duration: 1.868908405303955 (1.868908405303955) | > loss_1: 24.729276657104492 (24.729276657104492)  --> STEP: 2 | > loss_disc: 2.4048819541931152 (2.4519968032836914) | > loss_disc_real_0: 0.1769874393939972 (0.18234586715698242) | > loss_disc_real_1: 0.1933724284172058 (0.20288529247045517) | > loss_disc_real_2: 0.23660656809806824 (0.25270938873291016) | > loss_disc_real_3: 0.2962518334388733 (0.3023712635040283) | > loss_disc_real_4: 0.2508974075317383 (0.2413657158613205) | > loss_disc_real_5: 0.275454580783844 (0.2892386168241501) | > loss_0: 2.4048819541931152 (2.4519968032836914) | > loss_gen: 2.7600646018981934 (2.7344720363616943) | > loss_kl: 1.8821818828582764 (2.0672707557678223) | > loss_feat: 7.441487789154053 (6.733932018280029) | > loss_mel: 12.932202339172363 (12.402477264404297) | > loss_duration: 1.8647091388702393 (1.8668087720870972) | > loss_1: 26.880645751953125 (25.80496120452881)  --> STEP: 3 | > loss_disc: 2.4158496856689453 (2.439947764078776) | > loss_disc_real_0: 0.15658168494701385 (0.17375780642032623) | > loss_disc_real_1: 0.20435139536857605 (0.20337399343649545) | > loss_disc_real_2: 0.2717805504798889 (0.25906644264856976) | > loss_disc_real_3: 0.27733114361763 (0.2940245568752289) | > loss_disc_real_4: 0.22582721710205078 (0.23618621627489725) | > loss_disc_real_5: 0.2702919840812683 (0.2829230725765228) | > loss_0: 2.4158496856689453 (2.439947764078776) | > loss_gen: 2.6189002990722656 (2.6959481239318848) | > loss_kl: 2.0221621990203857 (2.0522345701853433) | > loss_feat: 7.138840675354004 (6.8689015706380205) | > loss_mel: 11.826725959777832 (12.210560162862143) | > loss_duration: 1.8508706092834473 (1.8614960511525471) | > loss_1: 25.45749855041504 (25.68914031982422)  --> STEP: 4 | > loss_disc: 2.2249057292938232 (2.386187255382538) | > loss_disc_real_0: 0.12530577182769775 (0.1616447977721691) | > loss_disc_real_1: 0.19174796342849731 (0.20046748593449593) | > loss_disc_real_2: 0.23087629675865173 (0.25201890617609024) | > loss_disc_real_3: 0.28909891843795776 (0.2927931472659111) | > loss_disc_real_4: 0.28376394510269165 (0.24808064848184586) | > loss_disc_real_5: 0.28546342253685 (0.2835581600666046) | > loss_0: 2.2249057292938232 (2.386187255382538) | > loss_gen: 3.133686065673828 (2.8053826093673706) | > loss_kl: 1.9377754926681519 (2.0236198008060455) | > loss_feat: 9.14955997467041 (7.439066171646118) | > loss_mel: 14.61679458618164 (12.812118768692017) | > loss_duration: 1.7786942720413208 (1.8407956063747406) | > loss_1: 30.61651039123535 (26.920982837677002) --> EVAL PERFORMANCE | > avg_loader_time: 0.35848069190979004 (+0.0320814847946167) | > avg_loss_disc: 2.386187255382538 (+0.11426287889480591) | > avg_loss_disc_real_0: 0.1616447977721691 (-0.0003384202718734741) | > avg_loss_disc_real_1: 0.20046748593449593 (+0.03286232426762581) | > avg_loss_disc_real_2: 0.25201890617609024 (+0.04836662486195564) | > avg_loss_disc_real_3: 0.2927931472659111 (+0.09276285395026207) | > avg_loss_disc_real_4: 0.24808064848184586 (+0.022733863443136215) | > avg_loss_disc_real_5: 0.2835581600666046 (+0.032401781529188156) | > avg_loss_0: 2.386187255382538 (+0.11426287889480591) | > avg_loss_gen: 2.8053826093673706 (+0.061637163162231445) | > avg_loss_kl: 2.0236198008060455 (-0.009433507919311523) | > avg_loss_feat: 7.439066171646118 (-0.8544113636016846) | > avg_loss_mel: 12.812118768692017 (-0.9909958839416504) | > avg_loss_duration: 1.8407956063747406 (-0.011593133211135864) | > avg_loss_1: 26.920982837677002 (-1.8047971725463867)  > EPOCH: 513/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 08:20:00)   --> TIME: 2025-05-12 08:20:12 -- STEP: 12/725 -- GLOBAL_STEP: 417800 | > loss_disc: 2.275480031967163 (2.2515848676363626) | > loss_disc_real_0: 0.12033694982528687 (0.14126604919632277) | > loss_disc_real_1: 0.19861812889575958 (0.19067569697896639) | > loss_disc_real_2: 0.209821879863739 (0.19215143471956253) | > loss_disc_real_3: 0.22937346994876862 (0.2127221797903379) | > loss_disc_real_4: 0.18798357248306274 (0.19409937411546707) | > loss_disc_real_5: 0.19790694117546082 (0.21698925644159317) | > loss_0: 2.275480031967163 (2.2515848676363626) | > grad_norm_0: tensor(31.0755, device='cuda:0') (tensor(22.8814, device='cuda:0')) | > loss_gen: 2.774503469467163 (2.7022393147150674) | > loss_kl: 1.7242523431777954 (1.6981045703093212) | > loss_feat: 8.382946968078613 (7.835388779640198) | > loss_mel: 12.283642768859863 (12.576573689778646) | > loss_duration: 1.6731760501861572 (1.6664511760075886) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.83852195739746 (26.478758017222088) | > grad_norm_1: tensor(612.0504, device='cuda:0') (tensor(380.9449, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8462 (0.8435492316881815) | > loader_time: 0.0091 (0.009961684544881185)  --> TIME: 2025-05-12 08:20:56 -- STEP: 62/725 -- GLOBAL_STEP: 417850 | > loss_disc: 2.1805949211120605 (2.224578111402451) | > loss_disc_real_0: 0.09881705790758133 (0.13692995244937547) | > loss_disc_real_1: 0.21266081929206848 (0.19208504932542) | > loss_disc_real_2: 0.1972084790468216 (0.19093937667146807) | > loss_disc_real_3: 0.1920085847377777 (0.2085489940739447) | > loss_disc_real_4: 0.19336698949337006 (0.19521104135820944) | > loss_disc_real_5: 0.2114749699831009 (0.211994323999651) | > loss_0: 2.1805949211120605 (2.224578111402451) | > grad_norm_0: tensor(29.9616, device='cuda:0') (tensor(24.2938, device='cuda:0')) | > loss_gen: 2.7625577449798584 (2.7481260299682617) | > loss_kl: 1.4436779022216797 (1.7080373994765743) | > loss_feat: 9.290168762207031 (8.130553583945002) | > loss_mel: 14.637758255004883 (12.687254151990336) | > loss_duration: 1.6954251527786255 (1.6578899910373073) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.829587936401367 (26.931861077585527) | > grad_norm_1: tensor(599.6143, device='cuda:0') (tensor(380.0369, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8599 (0.8614308834075928) | > loader_time: 0.0105 (0.01027690979742235)  --> TIME: 2025-05-12 08:21:41 -- STEP: 112/725 -- GLOBAL_STEP: 417900 | > loss_disc: 2.2197787761688232 (2.2267712929419106) | > loss_disc_real_0: 0.17994578182697296 (0.13882476889661371) | > loss_disc_real_1: 0.18186421692371368 (0.19212084649396793) | > loss_disc_real_2: 0.1810738742351532 (0.19026854607675756) | > loss_disc_real_3: 0.2268601953983307 (0.20770790614187717) | > loss_disc_real_4: 0.1843096911907196 (0.19509431320641718) | > loss_disc_real_5: 0.24197359383106232 (0.2121055855282715) | > loss_0: 2.2197787761688232 (2.2267712929419106) | > grad_norm_0: tensor(24.5481, device='cuda:0') (tensor(21.8799, device='cuda:0')) | > loss_gen: 2.674978017807007 (2.7310445478984287) | > loss_kl: 1.6815372705459595 (1.6999922064798219) | > loss_feat: 7.787543296813965 (8.085250198841093) | > loss_mel: 13.817232131958008 (12.638814321586064) | > loss_duration: 1.6592447757720947 (1.6609853144202913) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.620534896850586 (26.816086632864817) | > grad_norm_1: tensor(501.7537, device='cuda:0') (tensor(343.3639, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8425 (0.8672249444893427) | > loader_time: 0.0107 (0.010282329150608612)  --> TIME: 2025-05-12 08:22:24 -- STEP: 162/725 -- GLOBAL_STEP: 417950 | > loss_disc: 2.319064140319824 (2.220047251677808) | > loss_disc_real_0: 0.20356535911560059 (0.13835318354360848) | > loss_disc_real_1: 0.1855708509683609 (0.19120051555427509) | > loss_disc_real_2: 0.19327311217784882 (0.1893581971526146) | > loss_disc_real_3: 0.2146216481924057 (0.20685193742866873) | > loss_disc_real_4: 0.20868560671806335 (0.1947183590612293) | > loss_disc_real_5: 0.2869901657104492 (0.21169892422578948) | > loss_0: 2.319064140319824 (2.220047251677808) | > grad_norm_0: tensor(20.1449, device='cuda:0') (tensor(21.2174, device='cuda:0')) | > loss_gen: 2.668231725692749 (2.738134983145161) | > loss_kl: 1.710099220275879 (1.6865875382482276) | > loss_feat: 7.319063663482666 (8.075233350565398) | > loss_mel: 11.783141136169434 (12.619687492464793) | > loss_duration: 1.62663733959198 (1.6615482568740845) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.107173919677734 (26.781191602165315) | > grad_norm_1: tensor(411.3244, device='cuda:0') (tensor(344.6967, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8284 (0.8636332205784172) | > loader_time: 0.0099 (0.010342337467052322)  --> TIME: 2025-05-12 08:23:08 -- STEP: 212/725 -- GLOBAL_STEP: 418000 | > loss_disc: 2.2046947479248047 (2.2172185047617523) | > loss_disc_real_0: 0.12437561899423599 (0.13735823470325967) | > loss_disc_real_1: 0.19653990864753723 (0.19112362565015847) | > loss_disc_real_2: 0.20103001594543457 (0.18976471376306606) | > loss_disc_real_3: 0.19685563445091248 (0.2064265367697995) | > loss_disc_real_4: 0.22075970470905304 (0.19438288691190048) | > loss_disc_real_5: 0.2068263441324234 (0.21113607006252932) | > loss_0: 2.2046947479248047 (2.2172185047617523) | > grad_norm_0: tensor(15.7095, device='cuda:0') (tensor(20.4625, device='cuda:0')) | > loss_gen: 2.676178216934204 (2.7415213731099985) | > loss_kl: 1.6939586400985718 (1.691587570140947) | > loss_feat: 8.331976890563965 (8.115980238284699) | > loss_mel: 12.133874893188477 (12.679738404615868) | > loss_duration: 1.6676058769226074 (1.6618461873171464) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.50359344482422 (26.890673718362486) | > grad_norm_1: tensor(372.4919, device='cuda:0') (tensor(332.8107, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8562 (0.8631083594178253) | > loader_time: 0.011 (0.010345902083055032) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_418000.pth  --> TIME: 2025-05-12 08:23:54 -- STEP: 262/725 -- GLOBAL_STEP: 418050 | > loss_disc: 2.315211057662964 (2.2307071003295103) | > loss_disc_real_0: 0.22461384534835815 (0.15028984321437724) | > loss_disc_real_1: 0.18518923223018646 (0.19083477090333253) | > loss_disc_real_2: 0.18176352977752686 (0.18952064534635035) | > loss_disc_real_3: 0.17601051926612854 (0.20612581261924207) | > loss_disc_real_4: 0.1963539868593216 (0.19474277287039132) | > loss_disc_real_5: 0.2296554297208786 (0.21087383950939612) | > loss_0: 2.315211057662964 (2.2307071003295103) | > grad_norm_0: tensor(24.4860, device='cuda:0') (tensor(20.6582, device='cuda:0')) | > loss_gen: 2.7113630771636963 (2.74210403256744) | > loss_kl: 1.6461340188980103 (1.6964334790943238) | > loss_feat: 8.612269401550293 (8.136759930894568) | > loss_mel: 13.170329093933105 (12.703440291280963) | > loss_duration: 1.6682555675506592 (1.6623449211812202) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.808351516723633 (26.94108262680869) | > grad_norm_1: tensor(226.2382, device='cuda:0') (tensor(320.1543, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.9024 (0.8626190760663448) | > loader_time: 0.0097 (0.010361498548784332)  --> TIME: 2025-05-12 08:24:38 -- STEP: 312/725 -- GLOBAL_STEP: 418100 | > loss_disc: 2.2966532707214355 (2.2308258070395546) | > loss_disc_real_0: 0.1997583508491516 (0.14973116410561862) | > loss_disc_real_1: 0.18045030534267426 (0.19101056881631034) | > loss_disc_real_2: 0.20060989260673523 (0.18985089435218233) | > loss_disc_real_3: 0.2022058367729187 (0.2058761337151129) | > loss_disc_real_4: 0.2024787813425064 (0.1943850607061997) | > loss_disc_real_5: 0.18805772066116333 (0.21091492688999727) | > loss_0: 2.2966532707214355 (2.2308258070395546) | > grad_norm_0: tensor(19.3264, device='cuda:0') (tensor(19.8150, device='cuda:0')) | > loss_gen: 2.682995080947876 (2.740628757537941) | > loss_kl: 1.6817306280136108 (1.699186871831234) | > loss_feat: 7.013417720794678 (8.157267760007807) | > loss_mel: 11.048818588256836 (12.729650616645808) | > loss_duration: 1.648996114730835 (1.6613700156792617) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.075958251953125 (26.988104001069676) | > grad_norm_1: tensor(59.8427, device='cuda:0') (tensor(297.6293, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.865 (0.8619540119782473) | > loader_time: 0.0102 (0.010366798975528817)  --> TIME: 2025-05-12 08:25:22 -- STEP: 362/725 -- GLOBAL_STEP: 418150 | > loss_disc: 2.164773941040039 (2.2310630379460794) | > loss_disc_real_0: 0.14506307244300842 (0.1488436443823807) | > loss_disc_real_1: 0.19233809411525726 (0.1907463057676732) | > loss_disc_real_2: 0.2028721123933792 (0.18988627907485586) | > loss_disc_real_3: 0.20173496007919312 (0.2056820207784847) | > loss_disc_real_4: 0.1829586923122406 (0.19491438625267196) | > loss_disc_real_5: 0.22818057239055634 (0.21083640974035578) | > loss_0: 2.164773941040039 (2.2310630379460794) | > grad_norm_0: tensor(15.0336, device='cuda:0') (tensor(18.8066, device='cuda:0')) | > loss_gen: 2.8712055683135986 (2.738312106106164) | > loss_kl: 1.6774743795394897 (1.697595350320827) | > loss_feat: 8.278778076171875 (8.155519864835796) | > loss_mel: 13.342086791992188 (12.748807770112597) | > loss_duration: 1.6058974266052246 (1.660110338287459) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.77544403076172 (27.000345414514694) | > grad_norm_1: tensor(83.3464, device='cuda:0') (tensor(276.6741, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8502 (0.863421247150358) | > loader_time: 0.0102 (0.010361726771402086)  --> TIME: 2025-05-12 08:26:06 -- STEP: 412/725 -- GLOBAL_STEP: 418200 | > loss_disc: 2.1847527027130127 (2.2278660645762702) | > loss_disc_real_0: 0.1335332691669464 (0.14735141081862085) | > loss_disc_real_1: 0.19659045338630676 (0.19065326473955974) | > loss_disc_real_2: 0.23582588136196136 (0.1899950064863394) | > loss_disc_real_3: 0.2170007824897766 (0.20543529643017105) | > loss_disc_real_4: 0.19427555799484253 (0.19499148753950896) | > loss_disc_real_5: 0.19988799095153809 (0.21087840040331907) | > loss_0: 2.1847527027130127 (2.2278660645762702) | > grad_norm_0: tensor(16.3746, device='cuda:0') (tensor(18.4502, device='cuda:0')) | > loss_gen: 2.786778211593628 (2.740817469300577) | > loss_kl: 1.6303255558013916 (1.6973769415929483) | > loss_feat: 8.145785331726074 (8.149529142287175) | > loss_mel: 12.917940139770508 (12.767495296533822) | > loss_duration: 1.6684904098510742 (1.660603629443252) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.14931869506836 (27.01582246150785) | > grad_norm_1: tensor(287.8890, device='cuda:0') (tensor(274.6075, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8589 (0.862911554794867) | > loader_time: 0.0109 (0.010357816821163131)  --> TIME: 2025-05-12 08:26:50 -- STEP: 462/725 -- GLOBAL_STEP: 418250 | > loss_disc: 2.2104058265686035 (2.2230408604526932) | > loss_disc_real_0: 0.17905858159065247 (0.14628645734159984) | > loss_disc_real_1: 0.22584974765777588 (0.1904778943368883) | > loss_disc_real_2: 0.19848254323005676 (0.18957493444541826) | > loss_disc_real_3: 0.204850971698761 (0.20518259607352213) | > loss_disc_real_4: 0.14901937544345856 (0.1945911602992) | > loss_disc_real_5: 0.19650186598300934 (0.21022758055558968) | > loss_0: 2.2104058265686035 (2.2230408604526932) | > grad_norm_0: tensor(26.0673, device='cuda:0') (tensor(18.8954, device='cuda:0')) | > loss_gen: 2.7023849487304688 (2.7465993811041773) | > loss_kl: 1.66548752784729 (1.7005450777161175) | > loss_feat: 7.915806293487549 (8.179836091541118) | > loss_mel: 12.774887084960938 (12.795281589805303) | > loss_duration: 1.6770280599594116 (1.6604311987435147) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.735595703125 (27.082693327040896) | > grad_norm_1: tensor(331.9260, device='cuda:0') (tensor(279.2148, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8041 (0.8625335956548715) | > loader_time: 0.0112 (0.010358381064939285)  --> TIME: 2025-05-12 08:27:33 -- STEP: 512/725 -- GLOBAL_STEP: 418300 | > loss_disc: 2.1503524780273438 (2.218882493674755) | > loss_disc_real_0: 0.12240500003099442 (0.14482440939173108) | > loss_disc_real_1: 0.17774368822574615 (0.1902255671739113) | > loss_disc_real_2: 0.17218656837940216 (0.1892646493215579) | > loss_disc_real_3: 0.18432047963142395 (0.20509236349607812) | > loss_disc_real_4: 0.1753159612417221 (0.19463897624518722) | > loss_disc_real_5: 0.20629683136940002 (0.20993087365059182) | > loss_0: 2.1503524780273438 (2.218882493674755) | > grad_norm_0: tensor(18.4506, device='cuda:0') (tensor(18.8702, device='cuda:0')) | > loss_gen: 2.838857889175415 (2.750301728490741) | > loss_kl: 1.6910539865493774 (1.6982360738329592) | > loss_feat: 9.03805923461914 (8.207078748382628) | > loss_mel: 13.36241626739502 (12.828242896124717) | > loss_duration: 1.619293451309204 (1.6609867874067277) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.549680709838867 (27.14484621584415) | > grad_norm_1: tensor(209.1763, device='cuda:0') (tensor(281.6362, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.852 (0.8621445680037141) | > loader_time: 0.0098 (0.010350713506340974)  --> TIME: 2025-05-12 08:28:17 -- STEP: 562/725 -- GLOBAL_STEP: 418350 | > loss_disc: 2.2016825675964355 (2.218272365709216) | > loss_disc_real_0: 0.13883082568645477 (0.1441833770890254) | > loss_disc_real_1: 0.16865253448486328 (0.19025963428181694) | > loss_disc_real_2: 0.19939106702804565 (0.18933340663163256) | > loss_disc_real_3: 0.19178330898284912 (0.20515409098719353) | > loss_disc_real_4: 0.18948037922382355 (0.1947446274852838) | > loss_disc_real_5: 0.20393137633800507 (0.20986991312049882) | > loss_0: 2.2016825675964355 (2.218272365709216) | > grad_norm_0: tensor(9.5469, device='cuda:0') (tensor(18.8021, device='cuda:0')) | > loss_gen: 2.791163921356201 (2.7494846289692414) | > loss_kl: 1.6794146299362183 (1.7024462581529312) | > loss_feat: 7.695653915405273 (8.20369321680578) | > loss_mel: 12.041443824768066 (12.823136765761728) | > loss_duration: 1.6394870281219482 (1.660522541965878) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.8471622467041 (27.139283404231485) | > grad_norm_1: tensor(93.0082, device='cuda:0') (tensor(282.6332, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8926 (0.8615724849531233) | > loader_time: 0.0126 (0.010362685363063602)  --> TIME: 2025-05-12 08:29:01 -- STEP: 612/725 -- GLOBAL_STEP: 418400 | > loss_disc: 2.1881182193756104 (2.216536416726954) | > loss_disc_real_0: 0.1563512235879898 (0.14329999858160422) | > loss_disc_real_1: 0.20179426670074463 (0.19033067001431603) | > loss_disc_real_2: 0.19536250829696655 (0.18930547409295248) | > loss_disc_real_3: 0.17070956528186798 (0.20514526466528565) | > loss_disc_real_4: 0.18349018692970276 (0.194648530553369) | > loss_disc_real_5: 0.20404982566833496 (0.20989456220097785) | > loss_0: 2.1881182193756104 (2.216536416726954) | > grad_norm_0: tensor(22.2708, device='cuda:0') (tensor(18.6233, device='cuda:0')) | > loss_gen: 2.79510498046875 (2.7496779311716177) | > loss_kl: 1.7667735815048218 (1.7033457152204576) | > loss_feat: 8.509308815002441 (8.21049926327724) | > loss_mel: 13.014798164367676 (12.83050596636105) | > loss_duration: 1.5819144248962402 (1.660087969762827) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.66790008544922 (27.154116826898907) | > grad_norm_1: tensor(328.4764, device='cuda:0') (tensor(279.3706, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8313 (0.8617740292954286) | > loader_time: 0.0091 (0.01034562766941544)  --> TIME: 2025-05-12 08:29:45 -- STEP: 662/725 -- GLOBAL_STEP: 418450 | > loss_disc: 2.3383378982543945 (2.215310263129519) | > loss_disc_real_0: 0.17853260040283203 (0.1424508766127677) | > loss_disc_real_1: 0.19381380081176758 (0.19042349762066618) | > loss_disc_real_2: 0.2239840030670166 (0.18923314507724281) | > loss_disc_real_3: 0.19035857915878296 (0.2051096269776453) | > loss_disc_real_4: 0.21843625605106354 (0.19485744365752666) | > loss_disc_real_5: 0.20691464841365814 (0.20980779360698426) | > loss_0: 2.3383378982543945 (2.215310263129519) | > grad_norm_0: tensor(32.0021, device='cuda:0') (tensor(18.5221, device='cuda:0')) | > loss_gen: 2.5176916122436523 (2.751257832316835) | > loss_kl: 1.604776382446289 (1.703742573268464) | > loss_feat: 6.7772908210754395 (8.221293905350379) | > loss_mel: 11.30440902709961 (12.83520530429851) | > loss_duration: 1.6553653478622437 (1.6603943376022523) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.85953140258789 (27.171893943832714) | > grad_norm_1: tensor(404.6662, device='cuda:0') (tensor(279.7426, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8864 (0.8614830992373091) | > loader_time: 0.0102 (0.010311380253817738)  --> TIME: 2025-05-12 08:30:29 -- STEP: 712/725 -- GLOBAL_STEP: 418500 | > loss_disc: 2.13484263420105 (2.213768726989124) | > loss_disc_real_0: 0.1282069832086563 (0.14187129276145377) | > loss_disc_real_1: 0.16666419804096222 (0.19018945397202228) | > loss_disc_real_2: 0.18815010786056519 (0.18907356278949902) | > loss_disc_real_3: 0.20154477655887604 (0.2049574453299969) | > loss_disc_real_4: 0.14830651879310608 (0.1948151696222219) | > loss_disc_real_5: 0.20137451589107513 (0.20992261261333905) | > loss_0: 2.13484263420105 (2.213768726989124) | > grad_norm_0: tensor(19.5295, device='cuda:0') (tensor(18.4052, device='cuda:0')) | > loss_gen: 2.8148257732391357 (2.752128372031653) | > loss_kl: 1.7426974773406982 (1.704165867372845) | > loss_feat: 9.287836074829102 (8.233310784516716) | > loss_mel: 14.586647987365723 (12.858355393570456) | > loss_duration: 1.6502864360809326 (1.6602532756462525) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.082292556762695 (27.20821368828248) | > grad_norm_1: tensor(167.1494, device='cuda:0') (tensor(278.8835, device='cuda:0')) | > current_lr_0: 0.000187576799409924 | > current_lr_1: 0.000187576799409924 | > step_time: 0.8118 (0.8619914506928301) | > loader_time: 0.0097 (0.010313918416419716)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.245759963989258 (2.245759963989258) | > loss_disc_real_0: 0.14355893433094025 (0.14355893433094025) | > loss_disc_real_1: 0.2019522488117218 (0.2019522488117218) | > loss_disc_real_2: 0.195159450173378 (0.195159450173378) | > loss_disc_real_3: 0.26419514417648315 (0.26419514417648315) | > loss_disc_real_4: 0.3036911189556122 (0.3036911189556122) | > loss_disc_real_5: 0.22710993885993958 (0.22710993885993958) | > loss_0: 2.245759963989258 (2.245759963989258) | > loss_gen: 2.93208384513855 (2.93208384513855) | > loss_kl: 2.1576030254364014 (2.1576030254364014) | > loss_feat: 8.678887367248535 (8.678887367248535) | > loss_mel: 14.123908042907715 (14.123908042907715) | > loss_duration: 1.7571568489074707 (1.7571568489074707) | > loss_1: 29.649639129638672 (29.649639129638672)  --> STEP: 1 | > loss_disc: 2.2479496002197266 (2.2479496002197266) | > loss_disc_real_0: 0.14454568922519684 (0.14454568922519684) | > loss_disc_real_1: 0.2079012542963028 (0.2079012542963028) | > loss_disc_real_2: 0.18501757085323334 (0.18501757085323334) | > loss_disc_real_3: 0.23654086887836456 (0.23654086887836456) | > loss_disc_real_4: 0.2742226719856262 (0.2742226719856262) | > loss_disc_real_5: 0.2261720597743988 (0.2261720597743988) | > loss_0: 2.2479496002197266 (2.2479496002197266) | > loss_gen: 2.851353168487549 (2.851353168487549) | > loss_kl: 1.960605502128601 (1.960605502128601) | > loss_feat: 8.814935684204102 (8.814935684204102) | > loss_mel: 13.757282257080078 (13.757282257080078) | > loss_duration: 1.8750061988830566 (1.8750061988830566) | > loss_1: 29.25918197631836 (29.25918197631836)  --> STEP: 2 | > loss_disc: 2.3124749660491943 (2.2802122831344604) | > loss_disc_real_0: 0.15098848938941956 (0.1477670893073082) | > loss_disc_real_1: 0.20249995589256287 (0.20520060509443283) | > loss_disc_real_2: 0.19293458759784698 (0.18897607922554016) | > loss_disc_real_3: 0.2385278344154358 (0.23753435164690018) | > loss_disc_real_4: 0.26823195815086365 (0.27122731506824493) | > loss_disc_real_5: 0.2213585376739502 (0.2237652987241745) | > loss_0: 2.3124749660491943 (2.2802122831344604) | > loss_gen: 2.6091158390045166 (2.7302345037460327) | > loss_kl: 1.8646376132965088 (1.912621557712555) | > loss_feat: 7.7754807472229 (8.295208215713501) | > loss_mel: 13.334123611450195 (13.545702934265137) | > loss_duration: 1.9015504121780396 (1.888278305530548) | > loss_1: 27.484909057617188 (28.372045516967773)  --> STEP: 3 | > loss_disc: 2.3315820693969727 (2.2973355452219644) | > loss_disc_real_0: 0.14214758574962616 (0.14589392145474753) | > loss_disc_real_1: 0.24156270921230316 (0.21732130646705627) | > loss_disc_real_2: 0.20045003294944763 (0.19280073046684265) | > loss_disc_real_3: 0.23232832551002502 (0.23579900960127512) | > loss_disc_real_4: 0.2827450931072235 (0.2750665744145711) | > loss_disc_real_5: 0.22438980638980865 (0.22397346794605255) | > loss_0: 2.3315820693969727 (2.2973355452219644) | > loss_gen: 2.7255139350891113 (2.728660980860392) | > loss_kl: 1.896074891090393 (1.9071060021718342) | > loss_feat: 7.987980842590332 (8.192799091339111) | > loss_mel: 12.697792053222656 (13.263065973917643) | > loss_duration: 1.8463565111160278 (1.8743043740590413) | > loss_1: 27.153718948364258 (27.9659366607666)  --> STEP: 4 | > loss_disc: 2.1587910652160645 (2.2626994252204895) | > loss_disc_real_0: 0.1160842776298523 (0.1384415104985237) | > loss_disc_real_1: 0.19489732384681702 (0.21171531081199646) | > loss_disc_real_2: 0.16532263159751892 (0.18593120574951172) | > loss_disc_real_3: 0.2343117594718933 (0.23542719706892967) | > loss_disc_real_4: 0.2692757546901703 (0.2736188694834709) | > loss_disc_real_5: 0.23231104016304016 (0.22605786100029945) | > loss_0: 2.1587910652160645 (2.2626994252204895) | > loss_gen: 2.9273793697357178 (2.7783405780792236) | > loss_kl: 1.9528552293777466 (1.9185433089733124) | > loss_feat: 10.267772674560547 (8.71154248714447) | > loss_mel: 15.1673002243042 (13.739124536514282) | > loss_duration: 1.79445481300354 (1.854341983795166) | > loss_1: 32.109764099121094 (29.001893520355225) --> EVAL PERFORMANCE | > avg_loader_time: 0.3260549306869507 (-0.032425761222839355) | > avg_loss_disc: 2.2626994252204895 (-0.12348783016204834) | > avg_loss_disc_real_0: 0.1384415104985237 (-0.0232032872736454) | > avg_loss_disc_real_1: 0.21171531081199646 (+0.011247824877500534) | > avg_loss_disc_real_2: 0.18593120574951172 (-0.06608770042657852) | > avg_loss_disc_real_3: 0.23542719706892967 (-0.05736595019698143) | > avg_loss_disc_real_4: 0.2736188694834709 (+0.02553822100162506) | > avg_loss_disc_real_5: 0.22605786100029945 (-0.05750029906630516) | > avg_loss_0: 2.2626994252204895 (-0.12348783016204834) | > avg_loss_gen: 2.7783405780792236 (-0.027042031288146973) | > avg_loss_kl: 1.9185433089733124 (-0.10507649183273315) | > avg_loss_feat: 8.71154248714447 (+1.272476315498352) | > avg_loss_mel: 13.739124536514282 (+0.9270057678222656) | > avg_loss_duration: 1.854341983795166 (+0.013546377420425415) | > avg_loss_1: 29.001893520355225 (+2.0809106826782227)  > EPOCH: 514/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 08:30:46)   --> TIME: 2025-05-12 08:31:21 -- STEP: 37/725 -- GLOBAL_STEP: 418550 | > loss_disc: 2.0564754009246826 (2.218877727920945) | > loss_disc_real_0: 0.11021367460489273 (0.1368152845550228) | > loss_disc_real_1: 0.1524503231048584 (0.19210516802362493) | > loss_disc_real_2: 0.15539559721946716 (0.18867265614303383) | > loss_disc_real_3: 0.191083624958992 (0.2064400105863004) | > loss_disc_real_4: 0.18947389721870422 (0.1951181075057468) | > loss_disc_real_5: 0.1802455633878708 (0.2099633313514091) | > loss_0: 2.0564754009246826 (2.218877727920945) | > grad_norm_0: tensor(7.8303, device='cuda:0') (tensor(14.6424, device='cuda:0')) | > loss_gen: 3.0546669960021973 (2.724562239002537) | > loss_kl: 1.6764403581619263 (1.704965675199354) | > loss_feat: 9.719123840332031 (8.09402491595294) | > loss_mel: 14.163431167602539 (12.695643115688014) | > loss_duration: 1.6552925109863281 (1.6573226161905237) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.268953323364258 (26.876518661911422) | > grad_norm_1: tensor(94.7457, device='cuda:0') (tensor(208.5183, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8737 (0.8611926388096165) | > loader_time: 0.0104 (0.010300243223035658)  --> TIME: 2025-05-12 08:32:05 -- STEP: 87/725 -- GLOBAL_STEP: 418600 | > loss_disc: 2.1624269485473633 (2.2249564083143216) | > loss_disc_real_0: 0.13055790960788727 (0.13947146737027444) | > loss_disc_real_1: 0.17373448610305786 (0.19217737070445357) | > loss_disc_real_2: 0.20596471428871155 (0.19062088378544512) | > loss_disc_real_3: 0.20328450202941895 (0.2054427684038535) | > loss_disc_real_4: 0.20516973733901978 (0.19555221772056885) | > loss_disc_real_5: 0.2083486020565033 (0.20975852680617366) | > loss_0: 2.1624269485473633 (2.2249564083143216) | > grad_norm_0: tensor(16.0778, device='cuda:0') (tensor(15.8849, device='cuda:0')) | > loss_gen: 2.807454824447632 (2.7118326713298933) | > loss_kl: 1.6805084943771362 (1.703523505693194) | > loss_feat: 8.810962677001953 (8.040783668386528) | > loss_mel: 14.129600524902344 (12.61398256236109) | > loss_duration: 1.647182583808899 (1.6601942489887107) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.075708389282227 (26.73031673212161) | > grad_norm_1: tensor(84.1909, device='cuda:0') (tensor(220.8660, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8388 (0.8633282513454043) | > loader_time: 0.0097 (0.010226367533892049)  --> TIME: 2025-05-12 08:32:49 -- STEP: 137/725 -- GLOBAL_STEP: 418650 | > loss_disc: 2.202573537826538 (2.2172490419262516) | > loss_disc_real_0: 0.13202762603759766 (0.13891877195913424) | > loss_disc_real_1: 0.18283331394195557 (0.1919584748518728) | > loss_disc_real_2: 0.16822023689746857 (0.18934139196019972) | > loss_disc_real_3: 0.22610992193222046 (0.20525967802879583) | > loss_disc_real_4: 0.1838863641023636 (0.19507862442601337) | > loss_disc_real_5: 0.18764938414096832 (0.2089042361200291) | > loss_0: 2.202573537826538 (2.2172490419262516) | > grad_norm_0: tensor(10.7542, device='cuda:0') (tensor(18.3201, device='cuda:0')) | > loss_gen: 2.7514734268188477 (2.7311930186557074) | > loss_kl: 1.850557804107666 (1.7001730586490489) | > loss_feat: 8.899806022644043 (8.124900828312787) | > loss_mel: 12.21678352355957 (12.635541616565117) | > loss_duration: 1.651039958000183 (1.660709709146597) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.369659423828125 (26.852518262654325) | > grad_norm_1: tensor(277.5907, device='cuda:0') (tensor(250.2930, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8346 (0.8644402671034319) | > loader_time: 0.0095 (0.01025976751842638)  --> TIME: 2025-05-12 08:33:33 -- STEP: 187/725 -- GLOBAL_STEP: 418700 | > loss_disc: 2.291776657104492 (2.2126542654904466) | > loss_disc_real_0: 0.1240575984120369 (0.13743482267155374) | > loss_disc_real_1: 0.19637976586818695 (0.19197131828828293) | > loss_disc_real_2: 0.23779428005218506 (0.18929035268365388) | > loss_disc_real_3: 0.1905900239944458 (0.20514923740517002) | > loss_disc_real_4: 0.21243725717067719 (0.19526944783600894) | > loss_disc_real_5: 0.18175798654556274 (0.20833489043827363) | > loss_0: 2.291776657104492 (2.2126542654904466) | > grad_norm_0: tensor(12.5863, device='cuda:0') (tensor(18.6011, device='cuda:0')) | > loss_gen: 2.6464459896087646 (2.7451716553081154) | > loss_kl: 1.7277870178222656 (1.6937204491008409) | > loss_feat: 7.985106945037842 (8.192685984035233) | > loss_mel: 12.465158462524414 (12.703583615348938) | > loss_duration: 1.664681315422058 (1.6617206857803675) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.489179611206055 (26.996882413160353) | > grad_norm_1: tensor(312.1407, device='cuda:0') (tensor(260.7886, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8609 (0.8649367674149295) | > loader_time: 0.0099 (0.01029319941678787)  --> TIME: 2025-05-12 08:34:17 -- STEP: 237/725 -- GLOBAL_STEP: 418750 | > loss_disc: 2.1075124740600586 (2.20646194717552) | > loss_disc_real_0: 0.11839122325181961 (0.13631538292275214) | > loss_disc_real_1: 0.2043357491493225 (0.19179743157408913) | > loss_disc_real_2: 0.19057616591453552 (0.18891375068622304) | > loss_disc_real_3: 0.2012612670660019 (0.20461459451586883) | > loss_disc_real_4: 0.22010967135429382 (0.19495254786457192) | > loss_disc_real_5: 0.2134757786989212 (0.20863692575617682) | > loss_0: 2.1075124740600586 (2.20646194717552) | > grad_norm_0: tensor(24.0880, device='cuda:0') (tensor(18.3104, device='cuda:0')) | > loss_gen: 2.8275952339172363 (2.752322103403791) | > loss_kl: 1.6873750686645508 (1.7000496256703563) | > loss_feat: 8.976446151733398 (8.254098004932647) | > loss_mel: 14.235650062561035 (12.759967952840942) | > loss_duration: 1.646876335144043 (1.6613559426134652) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.373943328857422 (27.127793654107847) | > grad_norm_1: tensor(383.0344, device='cuda:0') (tensor(259.9187, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8428 (0.8657283531462594) | > loader_time: 0.0118 (0.010306604803865976)  --> TIME: 2025-05-12 08:35:02 -- STEP: 287/725 -- GLOBAL_STEP: 418800 | > loss_disc: 2.231576442718506 (2.2024725459593926) | > loss_disc_real_0: 0.14258632063865662 (0.13575726168600125) | > loss_disc_real_1: 0.18785831332206726 (0.19124718394636692) | > loss_disc_real_2: 0.17216818034648895 (0.18886198975690985) | > loss_disc_real_3: 0.19006814062595367 (0.20428703320358685) | > loss_disc_real_4: 0.2129996418952942 (0.19487841204068393) | > loss_disc_real_5: 0.1761595755815506 (0.20761919551194752) | > loss_0: 2.231576442718506 (2.2024725459593926) | > grad_norm_0: tensor(23.8637, device='cuda:0') (tensor(18.5572, device='cuda:0')) | > loss_gen: 2.652961015701294 (2.7569200220008336) | > loss_kl: 1.5333874225616455 (1.6979662769762893) | > loss_feat: 8.221927642822266 (8.272210493320378) | > loss_mel: 12.958390235900879 (12.788051522151934) | > loss_duration: 1.6656761169433594 (1.6608398542171574) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.0323429107666 (27.175988213941192) | > grad_norm_1: tensor(610.0607, device='cuda:0') (tensor(274.2206, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8218 (0.8670611938117688) | > loader_time: 0.0096 (0.010334809067357295)  --> TIME: 2025-05-12 08:35:46 -- STEP: 337/725 -- GLOBAL_STEP: 418850 | > loss_disc: 2.2146201133728027 (2.202588315887338) | > loss_disc_real_0: 0.12582719326019287 (0.13550118401160235) | > loss_disc_real_1: 0.1887126863002777 (0.19126056607823702) | > loss_disc_real_2: 0.20591247081756592 (0.18901381626150374) | > loss_disc_real_3: 0.22235246002674103 (0.20416166825711904) | > loss_disc_real_4: 0.18032591044902802 (0.1950582021775515) | > loss_disc_real_5: 0.1938113421201706 (0.20746298169700617) | > loss_0: 2.2146201133728027 (2.202588315887338) | > grad_norm_0: tensor(21.8640, device='cuda:0') (tensor(18.9926, device='cuda:0')) | > loss_gen: 2.7775914669036865 (2.75914738793755) | > loss_kl: 1.712491512298584 (1.6914273054734175) | > loss_feat: 8.247690200805664 (8.276743489839914) | > loss_mel: 13.312171936035156 (12.802468076304088) | > loss_duration: 1.6412107944488525 (1.6607386475147055) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.6911563873291 (27.190524947395666) | > grad_norm_1: tensor(155.8750, device='cuda:0') (tensor(281.8158, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8957 (0.8665212141653904) | > loader_time: 0.0103 (0.010259450012569261)  --> TIME: 2025-05-12 08:36:30 -- STEP: 387/725 -- GLOBAL_STEP: 418900 | > loss_disc: 2.1792478561401367 (2.2007113325503447) | > loss_disc_real_0: 0.13942871987819672 (0.13545808367411913) | > loss_disc_real_1: 0.1968201845884323 (0.1909294544649371) | > loss_disc_real_2: 0.1952686905860901 (0.1888181031982412) | > loss_disc_real_3: 0.2198340743780136 (0.20424874739129414) | > loss_disc_real_4: 0.1625840663909912 (0.19492556235586952) | > loss_disc_real_5: 0.23627252876758575 (0.2075887561922542) | > loss_0: 2.1792478561401367 (2.2007113325503447) | > grad_norm_0: tensor(8.5466, device='cuda:0') (tensor(19.0983, device='cuda:0')) | > loss_gen: 2.7990071773529053 (2.760938188518357) | > loss_kl: 1.6579267978668213 (1.6927998777507807) | > loss_feat: 8.351338386535645 (8.280643576491403) | > loss_mel: 13.550882339477539 (12.812194676362267) | > loss_duration: 1.7441182136535645 (1.660758607147276) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.103271484375 (27.20733492750222) | > grad_norm_1: tensor(220.7315, device='cuda:0') (tensor(285.3341, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8861 (0.8664579557818036) | > loader_time: 0.01 (0.010248073927807877)  --> TIME: 2025-05-12 08:37:14 -- STEP: 437/725 -- GLOBAL_STEP: 418950 | > loss_disc: 2.2285382747650146 (2.1996007901307353) | > loss_disc_real_0: 0.10349960625171661 (0.13552605174908106) | > loss_disc_real_1: 0.18235516548156738 (0.19085748943775147) | > loss_disc_real_2: 0.21450017392635345 (0.18850504520010347) | > loss_disc_real_3: 0.21202602982521057 (0.2042782471709175) | > loss_disc_real_4: 0.20338664948940277 (0.19459557720807383) | > loss_disc_real_5: 0.23286846280097961 (0.20762388043327248) | > loss_0: 2.2285382747650146 (2.1996007901307353) | > grad_norm_0: tensor(15.5135, device='cuda:0') (tensor(19.1583, device='cuda:0')) | > loss_gen: 2.809847831726074 (2.761312696426357) | > loss_kl: 1.7047879695892334 (1.694999804485853) | > loss_feat: 8.132976531982422 (8.286056895005082) | > loss_mel: 13.231821060180664 (12.813632694480075) | > loss_duration: 1.6365997791290283 (1.6602354128791756) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.516033172607422 (27.21623751118745) | > grad_norm_1: tensor(438.8568, device='cuda:0') (tensor(286.4398, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.9137 (0.8661406394818828) | > loader_time: 0.0124 (0.010217491494709085)  --> TIME: 2025-05-12 08:37:57 -- STEP: 487/725 -- GLOBAL_STEP: 419000 | > loss_disc: 2.1788127422332764 (2.1975434166694794) | > loss_disc_real_0: 0.13592343032360077 (0.1352654048212991) | > loss_disc_real_1: 0.2053612470626831 (0.190902351384535) | > loss_disc_real_2: 0.19331106543540955 (0.18854541755310075) | > loss_disc_real_3: 0.20634016394615173 (0.20388385072136317) | > loss_disc_real_4: 0.157253235578537 (0.1942893296051809) | > loss_disc_real_5: 0.19760803878307343 (0.20748686493667) | > loss_0: 2.1788127422332764 (2.1975434166694794) | > grad_norm_0: tensor(11.1219, device='cuda:0') (tensor(19.4231, device='cuda:0')) | > loss_gen: 2.7860348224639893 (2.7646096119890466) | > loss_kl: 1.6480642557144165 (1.6962482476381302) | > loss_feat: 8.345123291015625 (8.29702751837228) | > loss_mel: 13.460699081420898 (12.838354455372146) | > loss_duration: 1.651511788368225 (1.6607028833404949) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.891435623168945 (27.256942737273857) | > grad_norm_1: tensor(145.0880, device='cuda:0') (tensor(288.9581, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8193 (0.8653702667361657) | > loader_time: 0.0096 (0.010217817901830661) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_419000.pth  --> TIME: 2025-05-12 08:38:43 -- STEP: 537/725 -- GLOBAL_STEP: 419050 | > loss_disc: 2.16630482673645 (2.1996687402050346) | > loss_disc_real_0: 0.0989929735660553 (0.13522860871235987) | > loss_disc_real_1: 0.19030749797821045 (0.19112197213998725) | > loss_disc_real_2: 0.19317777454853058 (0.18866281341796037) | > loss_disc_real_3: 0.21693532168865204 (0.2040766369919093) | > loss_disc_real_4: 0.1949968785047531 (0.19431277632269336) | > loss_disc_real_5: 0.20814110338687897 (0.20785220649988298) | > loss_0: 2.16630482673645 (2.1996687402050346) | > grad_norm_0: tensor(18.6011, device='cuda:0') (tensor(19.4410, device='cuda:0')) | > loss_gen: 2.791025161743164 (2.7613428558051254) | > loss_kl: 1.7432527542114258 (1.7000388659578458) | > loss_feat: 8.771608352661133 (8.281218268573848) | > loss_mel: 13.363306999206543 (12.835223801753152) | > loss_duration: 1.6914517879486084 (1.661356114364425) | > amp_scaler: 512.0 (269.3482309124768) | > loss_1: 28.360645294189453 (27.239179909562264) | > grad_norm_1: tensor(453.0591, device='cuda:0') (tensor(290.9567, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8567 (0.8647206020532817) | > loader_time: 0.0103 (0.010225212995788465)  --> TIME: 2025-05-12 08:39:27 -- STEP: 587/725 -- GLOBAL_STEP: 419100 | > loss_disc: 2.293461561203003 (2.199756360541411) | > loss_disc_real_0: 0.1459694802761078 (0.13525618281488333) | > loss_disc_real_1: 0.2093006819486618 (0.19106376186343238) | > loss_disc_real_2: 0.17259934544563293 (0.1884853083138978) | > loss_disc_real_3: 0.17925257980823517 (0.20431796000600877) | > loss_disc_real_4: 0.22138981521129608 (0.19425604481002542) | > loss_disc_real_5: 0.2164997160434723 (0.20797751313376878) | > loss_0: 2.293461561203003 (2.199756360541411) | > grad_norm_0: tensor(15.2131, device='cuda:0') (tensor(19.5564, device='cuda:0')) | > loss_gen: 2.604139566421509 (2.7625507288937676) | > loss_kl: 1.8479043245315552 (1.7025042548902596) | > loss_feat: 7.196483135223389 (8.28646505995952) | > loss_mel: 12.44551944732666 (12.83824017669314) | > loss_duration: 1.6641736030578613 (1.6608532898673818) | > amp_scaler: 512.0 (290.0170357751278) | > loss_1: 25.75821876525879 (27.250613493651297) | > grad_norm_1: tensor(77.6282, device='cuda:0') (tensor(292.7064, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8694 (0.8640062402825948) | > loader_time: 0.0097 (0.01022399710634092)  --> TIME: 2025-05-12 08:40:11 -- STEP: 637/725 -- GLOBAL_STEP: 419150 | > loss_disc: 2.0253632068634033 (2.199629462307999) | > loss_disc_real_0: 0.1074831485748291 (0.13547827724478512) | > loss_disc_real_1: 0.16852611303329468 (0.19088255804692947) | > loss_disc_real_2: 0.18361051380634308 (0.18850452475121118) | > loss_disc_real_3: 0.19733937084674835 (0.20437588602351245) | > loss_disc_real_4: 0.1962704062461853 (0.1942741706897176) | > loss_disc_real_5: 0.18642359972000122 (0.20789969945253345) | > loss_0: 2.0253632068634033 (2.199629462307999) | > grad_norm_0: tensor(23.6961, device='cuda:0') (tensor(19.6682, device='cuda:0')) | > loss_gen: 2.922783374786377 (2.763849340765217) | > loss_kl: 1.8142991065979004 (1.7004261093573818) | > loss_feat: 8.823081970214844 (8.294837913483251) | > loss_mel: 14.03763198852539 (12.851736486425947) | > loss_duration: 1.659999132156372 (1.6607513699089897) | > amp_scaler: 128.0 (306.43642072213487) | > loss_1: 29.257795333862305 (27.27160119636092) | > grad_norm_1: 0 (tensor(292.8309, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.85 (0.8639111361660798) | > loader_time: 0.0097 (0.010205399859082575)  --> TIME: 2025-05-12 08:40:55 -- STEP: 687/725 -- GLOBAL_STEP: 419200 | > loss_disc: 2.076199531555176 (2.198884944728367) | > loss_disc_real_0: 0.16670702397823334 (0.13564575809491955) | > loss_disc_real_1: 0.16694845259189606 (0.1907065245695685) | > loss_disc_real_2: 0.1873503029346466 (0.18834416600814566) | > loss_disc_real_3: 0.20012404024600983 (0.20437271129529722) | > loss_disc_real_4: 0.1779383420944214 (0.1941161370216673) | > loss_disc_real_5: 0.19039903581142426 (0.20782210973933274) | > loss_0: 2.076199531555176 (2.198884944728367) | > grad_norm_0: tensor(29.7330, device='cuda:0') (tensor(19.9931, device='cuda:0')) | > loss_gen: 3.1742124557495117 (2.767456665136234) | > loss_kl: 1.5255637168884277 (1.7013328148287976) | > loss_feat: 10.36670970916748 (8.302670786300968) | > loss_mel: 15.244239807128906 (12.863778214267242) | > loss_duration: 1.649195671081543 (1.6606429036180697) | > amp_scaler: 64.0 (288.79184861717596) | > loss_1: 31.959922790527344 (27.295881349099943) | > grad_norm_1: tensor(235.1099, device='cuda:0') (tensor(299.1671, device='cuda:0')) | > current_lr_0: 0.00018755335230999777 | > current_lr_1: 0.00018755335230999777 | > step_time: 0.8802 (0.8638722212901107) | > loader_time: 0.0107 (0.010195919866992234)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2208456993103027 (2.2208456993103027) | > loss_disc_real_0: 0.1389092653989792 (0.1389092653989792) | > loss_disc_real_1: 0.18841250240802765 (0.18841250240802765) | > loss_disc_real_2: 0.18839004635810852 (0.18839004635810852) | > loss_disc_real_3: 0.1777871698141098 (0.1777871698141098) | > loss_disc_real_4: 0.2975677251815796 (0.2975677251815796) | > loss_disc_real_5: 0.1953064650297165 (0.1953064650297165) | > loss_0: 2.2208456993103027 (2.2208456993103027) | > loss_gen: 2.768949031829834 (2.768949031829834) | > loss_kl: 2.189337968826294 (2.189337968826294) | > loss_feat: 9.614022254943848 (9.614022254943848) | > loss_mel: 15.249832153320312 (15.249832153320312) | > loss_duration: 1.7251840829849243 (1.7251840829849243) | > loss_1: 31.547325134277344 (31.547325134277344)  --> STEP: 1 | > loss_disc: 2.3391335010528564 (2.3391335010528564) | > loss_disc_real_0: 0.17786608636379242 (0.17786608636379242) | > loss_disc_real_1: 0.19222532212734222 (0.19222532212734222) | > loss_disc_real_2: 0.20500808954238892 (0.20500808954238892) | > loss_disc_real_3: 0.19162659347057343 (0.19162659347057343) | > loss_disc_real_4: 0.27761590480804443 (0.27761590480804443) | > loss_disc_real_5: 0.22202835977077484 (0.22202835977077484) | > loss_0: 2.3391335010528564 (2.3391335010528564) | > loss_gen: 2.6048812866210938 (2.6048812866210938) | > loss_kl: 2.0230166912078857 (2.0230166912078857) | > loss_feat: 7.436604976654053 (7.436604976654053) | > loss_mel: 12.644536972045898 (12.644536972045898) | > loss_duration: 1.8393305540084839 (1.8393305540084839) | > loss_1: 26.548370361328125 (26.548370361328125)  --> STEP: 2 | > loss_disc: 2.277670383453369 (2.308401942253113) | > loss_disc_real_0: 0.18149730563163757 (0.179681695997715) | > loss_disc_real_1: 0.1901668906211853 (0.19119610637426376) | > loss_disc_real_2: 0.19286613166332245 (0.19893711060285568) | > loss_disc_real_3: 0.1798688918352127 (0.18574774265289307) | > loss_disc_real_4: 0.2535715699195862 (0.2655937373638153) | > loss_disc_real_5: 0.21238920092582703 (0.21720878034830093) | > loss_0: 2.277670383453369 (2.308401942253113) | > loss_gen: 2.697122573852539 (2.6510019302368164) | > loss_kl: 1.8548740148544312 (1.9389453530311584) | > loss_feat: 7.744659900665283 (7.590632438659668) | > loss_mel: 13.377568244934082 (13.01105260848999) | > loss_duration: 1.8811988830566406 (1.8602647185325623) | > loss_1: 27.555423736572266 (27.051897048950195)  --> STEP: 3 | > loss_disc: 2.2186403274536133 (2.278481403986613) | > loss_disc_real_0: 0.14519274234771729 (0.16818537811438242) | > loss_disc_real_1: 0.1800629198551178 (0.18748504420121512) | > loss_disc_real_2: 0.18476635217666626 (0.19421352446079254) | > loss_disc_real_3: 0.19988302886486053 (0.1904595047235489) | > loss_disc_real_4: 0.28233107924461365 (0.2711728513240814) | > loss_disc_real_5: 0.2132863849401474 (0.21590131521224976) | > loss_0: 2.2186403274536133 (2.278481403986613) | > loss_gen: 2.764162540435791 (2.6887221336364746) | > loss_kl: 2.146432876586914 (2.008107860883077) | > loss_feat: 8.40957260131836 (7.8636124928792315) | > loss_mel: 13.679678916931152 (13.233928044637045) | > loss_duration: 1.846536636352539 (1.8556886911392212) | > loss_1: 28.84638214111328 (27.65005874633789)  --> STEP: 4 | > loss_disc: 2.025961399078369 (2.215351402759552) | > loss_disc_real_0: 0.12878113985061646 (0.15833431854844093) | > loss_disc_real_1: 0.162300243973732 (0.18118884414434433) | > loss_disc_real_2: 0.14856265485286713 (0.1828008070588112) | > loss_disc_real_3: 0.1830621063709259 (0.18861015513539314) | > loss_disc_real_4: 0.3307492434978485 (0.2860669493675232) | > loss_disc_real_5: 0.1656380146741867 (0.203335490077734) | > loss_0: 2.025961399078369 (2.215351402759552) | > loss_gen: 3.078646659851074 (2.7862032651901245) | > loss_kl: 1.8094552755355835 (1.9584447145462036) | > loss_feat: 10.741183280944824 (8.58300518989563) | > loss_mel: 16.376243591308594 (14.019506931304932) | > loss_duration: 1.7693519592285156 (1.8341045081615448) | > loss_1: 33.774879455566406 (29.18126392364502) --> EVAL PERFORMANCE | > avg_loader_time: 0.31961899995803833 (-0.0064359307289123535) | > avg_loss_disc: 2.215351402759552 (-0.0473480224609375) | > avg_loss_disc_real_0: 0.15833431854844093 (+0.01989280804991722) | > avg_loss_disc_real_1: 0.18118884414434433 (-0.03052646666765213) | > avg_loss_disc_real_2: 0.1828008070588112 (-0.003130398690700531) | > avg_loss_disc_real_3: 0.18861015513539314 (-0.04681704193353653) | > avg_loss_disc_real_4: 0.2860669493675232 (+0.012448079884052277) | > avg_loss_disc_real_5: 0.203335490077734 (-0.02272237092256546) | > avg_loss_0: 2.215351402759552 (-0.0473480224609375) | > avg_loss_gen: 2.7862032651901245 (+0.007862687110900879) | > avg_loss_kl: 1.9584447145462036 (+0.039901405572891235) | > avg_loss_feat: 8.58300518989563 (-0.12853729724884033) | > avg_loss_mel: 14.019506931304932 (+0.2803823947906494) | > avg_loss_duration: 1.8341045081615448 (-0.020237475633621216) | > avg_loss_1: 29.18126392364502 (+0.17937040328979492)  > EPOCH: 515/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 08:41:34)   --> TIME: 2025-05-12 08:41:47 -- STEP: 12/725 -- GLOBAL_STEP: 419250 | > loss_disc: 2.1669187545776367 (2.211576998233795) | > loss_disc_real_0: 0.12122680246829987 (0.13696293781201044) | > loss_disc_real_1: 0.20742735266685486 (0.19485874846577644) | > loss_disc_real_2: 0.19471926987171173 (0.1907847300171852) | > loss_disc_real_3: 0.20967578887939453 (0.20409158244729042) | > loss_disc_real_4: 0.1944383829832077 (0.20246406892935434) | > loss_disc_real_5: 0.1807957887649536 (0.21022523318727812) | > loss_0: 2.1669187545776367 (2.211576998233795) | > grad_norm_0: tensor(13.4356, device='cuda:0') (tensor(17.2501, device='cuda:0')) | > loss_gen: 2.741809368133545 (2.7435091733932495) | > loss_kl: 1.847544550895691 (1.7483298579851787) | > loss_feat: 8.367915153503418 (8.131375749905905) | > loss_mel: 12.524066925048828 (12.703920364379883) | > loss_duration: 1.6811243295669556 (1.6605017483234406) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.162460327148438 (26.98763656616211) | > grad_norm_1: tensor(178.6735, device='cuda:0') (tensor(289.2769, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8508 (0.840842048327128) | > loader_time: 0.009 (0.01020731528600057)  --> TIME: 2025-05-12 08:42:31 -- STEP: 62/725 -- GLOBAL_STEP: 419300 | > loss_disc: 2.2410905361175537 (2.1951063756019846) | > loss_disc_real_0: 0.1305558830499649 (0.135061969319659) | > loss_disc_real_1: 0.156571626663208 (0.19002222053466306) | > loss_disc_real_2: 0.1636149138212204 (0.18920967631763028) | > loss_disc_real_3: 0.23380662500858307 (0.2037702380649505) | > loss_disc_real_4: 0.18600386381149292 (0.19524320118850277) | > loss_disc_real_5: 0.22842741012573242 (0.20986349688422296) | > loss_0: 2.2410905361175537 (2.1951063756019846) | > grad_norm_0: tensor(27.5816, device='cuda:0') (tensor(16.9655, device='cuda:0')) | > loss_gen: 2.7401347160339355 (2.754028758695048) | > loss_kl: 1.4907114505767822 (1.7070406540747611) | > loss_feat: 8.40899658203125 (8.288859436588899) | > loss_mel: 13.379365921020508 (12.903563237959338) | > loss_duration: 1.6968656778335571 (1.6555509240396562) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.716073989868164 (27.309042930603027) | > grad_norm_1: tensor(390.7017, device='cuda:0') (tensor(276.7854, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8662 (0.861247835620757) | > loader_time: 0.0102 (0.01054494611678585)  --> TIME: 2025-05-12 08:43:14 -- STEP: 112/725 -- GLOBAL_STEP: 419350 | > loss_disc: 2.1950807571411133 (2.200785077043941) | > loss_disc_real_0: 0.13969016075134277 (0.1340362360434874) | > loss_disc_real_1: 0.2048167735338211 (0.1900360110614981) | > loss_disc_real_2: 0.201104536652565 (0.18998304488403456) | > loss_disc_real_3: 0.2214481681585312 (0.2054625087018524) | > loss_disc_real_4: 0.1864047348499298 (0.1961097517716033) | > loss_disc_real_5: 0.20606571435928345 (0.20963709335774183) | > loss_0: 2.1950807571411133 (2.200785077043941) | > grad_norm_0: tensor(13.8740, device='cuda:0') (tensor(17.7717, device='cuda:0')) | > loss_gen: 2.772045850753784 (2.760888978838921) | > loss_kl: 1.5764373540878296 (1.7111043642674173) | > loss_feat: 8.710466384887695 (8.297248401812139) | > loss_mel: 12.759319305419922 (12.880408823490143) | > loss_duration: 1.6537531614303589 (1.6594478424106325) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.472021102905273 (27.30909844807216) | > grad_norm_1: tensor(452.9102, device='cuda:0') (tensor(295.8912, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8514 (0.8609651561294284) | > loader_time: 0.0097 (0.010405595813478746)  --> TIME: 2025-05-12 08:43:58 -- STEP: 162/725 -- GLOBAL_STEP: 419400 | > loss_disc: 2.1245510578155518 (2.1949572327696227) | > loss_disc_real_0: 0.19951318204402924 (0.13415942479062976) | > loss_disc_real_1: 0.16790321469306946 (0.18942733863253652) | > loss_disc_real_2: 0.1693137139081955 (0.18918928356818213) | > loss_disc_real_3: 0.19944266974925995 (0.20485066420134204) | > loss_disc_real_4: 0.1651037484407425 (0.19624671735513355) | > loss_disc_real_5: 0.22919082641601562 (0.20842059067002053) | > loss_0: 2.1245510578155518 (2.1949572327696227) | > grad_norm_0: tensor(34.7786, device='cuda:0') (tensor(19.9371, device='cuda:0')) | > loss_gen: 2.9459853172302246 (2.7790187744446744) | > loss_kl: 1.7488670349121094 (1.7186790064529136) | > loss_feat: 10.009931564331055 (8.365569029325318) | > loss_mel: 14.82038402557373 (12.9001344398216) | > loss_duration: 1.6195762157440186 (1.6597156524658208) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.144742965698242 (27.423117013625156) | > grad_norm_1: tensor(559.8980, device='cuda:0') (tensor(323.8355, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8458 (0.8602382915991323) | > loader_time: 0.0098 (0.01024387353732262)  --> TIME: 2025-05-12 08:44:42 -- STEP: 212/725 -- GLOBAL_STEP: 419450 | > loss_disc: 2.3622052669525146 (2.1955943096358803) | > loss_disc_real_0: 0.17561255395412445 (0.13488046543778126) | > loss_disc_real_1: 0.18855781853199005 (0.18998766458540592) | > loss_disc_real_2: 0.2085578292608261 (0.18888349704584986) | > loss_disc_real_3: 0.19226579368114471 (0.2047053136212646) | > loss_disc_real_4: 0.1754947155714035 (0.19539650438247985) | > loss_disc_real_5: 0.18812645971775055 (0.20772733117611905) | > loss_0: 2.3622052669525146 (2.1955943096358803) | > grad_norm_0: tensor(34.4358, device='cuda:0') (tensor(20.8513, device='cuda:0')) | > loss_gen: 2.4743402004241943 (2.7756605991777374) | > loss_kl: 1.7652604579925537 (1.7152639256333404) | > loss_feat: 6.791440963745117 (8.363214920151913) | > loss_mel: 11.165715217590332 (12.903478420005657) | > loss_duration: 1.6721217632293701 (1.6595543043793375) | > amp_scaler: 64.0 (64.0) | > loss_1: 23.868877410888672 (27.41717225200725) | > grad_norm_1: tensor(371.0078, device='cuda:0') (tensor(334.3639, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8663 (0.8621619141326761) | > loader_time: 0.0098 (0.010227728564784213)  --> TIME: 2025-05-12 08:45:26 -- STEP: 262/725 -- GLOBAL_STEP: 419500 | > loss_disc: 2.039747476577759 (2.197152708777943) | > loss_disc_real_0: 0.08671057224273682 (0.13470945003947246) | > loss_disc_real_1: 0.15590108931064606 (0.19034095080071733) | > loss_disc_real_2: 0.1975591778755188 (0.18915551656302604) | > loss_disc_real_3: 0.23955100774765015 (0.20500575637316887) | > loss_disc_real_4: 0.16258129477500916 (0.19543258595557614) | > loss_disc_real_5: 0.2055736780166626 (0.20791528186270303) | > loss_0: 2.039747476577759 (2.197152708777943) | > grad_norm_0: tensor(14.4862, device='cuda:0') (tensor(21.2065, device='cuda:0')) | > loss_gen: 2.989466667175293 (2.77443609710868) | > loss_kl: 1.6634958982467651 (1.7155244327683485) | > loss_feat: 9.9137544631958 (8.345381529276612) | > loss_mel: 14.578329086303711 (12.885242724236642) | > loss_duration: 1.6487159729003906 (1.6605036499846075) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.79376220703125 (27.38108851163442) | > grad_norm_1: tensor(500.5926, device='cuda:0') (tensor(340.3562, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8965 (0.860820636494469) | > loader_time: 0.0098 (0.010204638233621612)  --> TIME: 2025-05-12 08:46:09 -- STEP: 312/725 -- GLOBAL_STEP: 419550 | > loss_disc: 2.2011003494262695 (2.1966783285905143) | > loss_disc_real_0: 0.13231365382671356 (0.1348953666881874) | > loss_disc_real_1: 0.1839095950126648 (0.19004324947794277) | > loss_disc_real_2: 0.17474421858787537 (0.1889493559988645) | > loss_disc_real_3: 0.18916958570480347 (0.20469114193931606) | > loss_disc_real_4: 0.19613876938819885 (0.19560678045337015) | > loss_disc_real_5: 0.2123965471982956 (0.20791061972387326) | > loss_0: 2.2011003494262695 (2.1966783285905143) | > grad_norm_0: tensor(18.3007, device='cuda:0') (tensor(20.9171, device='cuda:0')) | > loss_gen: 2.6312193870544434 (2.769888410965602) | > loss_kl: 1.779638409614563 (1.7155658369645095) | > loss_feat: 8.578803062438965 (8.332224003779586) | > loss_mel: 12.513760566711426 (12.868596293987375) | > loss_duration: 1.6444889307022095 (1.6594778769291365) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.147911071777344 (27.345752471532585) | > grad_norm_1: tensor(471.8489, device='cuda:0') (tensor(334.1520, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8599 (0.8599088703974699) | > loader_time: 0.0098 (0.010200278117106509)  --> TIME: 2025-05-12 08:46:54 -- STEP: 362/725 -- GLOBAL_STEP: 419600 | > loss_disc: 2.212616443634033 (2.197741884223663) | > loss_disc_real_0: 0.12895627319812775 (0.13512069221524228) | > loss_disc_real_1: 0.1870645135641098 (0.19011599331764886) | > loss_disc_real_2: 0.21501164138317108 (0.18915800071059008) | > loss_disc_real_3: 0.22671110928058624 (0.20462071903832052) | > loss_disc_real_4: 0.2011895626783371 (0.19520078002583255) | > loss_disc_real_5: 0.2346518635749817 (0.20814312171211558) | > loss_0: 2.212616443634033 (2.197741884223663) | > grad_norm_0: tensor(17.9286, device='cuda:0') (tensor(20.9265, device='cuda:0')) | > loss_gen: 2.847202777862549 (2.7693239279214827) | > loss_kl: 1.6740326881408691 (1.7157364352631963) | > loss_feat: 8.425764083862305 (8.330062456552493) | > loss_mel: 12.862651824951172 (12.878054571415184) | > loss_duration: 1.614572525024414 (1.6588424049029693) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.424222946166992 (27.35201983688945) | > grad_norm_1: tensor(353.7325, device='cuda:0') (tensor(336.7810, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8543 (0.8620745477096811) | > loader_time: 0.0098 (0.010184527102096297)  --> TIME: 2025-05-12 08:47:38 -- STEP: 412/725 -- GLOBAL_STEP: 419650 | > loss_disc: 2.1508610248565674 (2.195182847455865) | > loss_disc_real_0: 0.10274230688810349 (0.13433672055529725) | > loss_disc_real_1: 0.2035224437713623 (0.19012440270879893) | > loss_disc_real_2: 0.1936093121767044 (0.18870569107312596) | > loss_disc_real_3: 0.21372787654399872 (0.2051246004197204) | > loss_disc_real_4: 0.21946294605731964 (0.19488147389396882) | > loss_disc_real_5: 0.2101271152496338 (0.20794889992735918) | > loss_0: 2.1508610248565674 (2.195182847455865) | > grad_norm_0: tensor(19.6532, device='cuda:0') (tensor(21.0496, device='cuda:0')) | > loss_gen: 2.7902815341949463 (2.7746782210266687) | > loss_kl: 1.5412585735321045 (1.718094721581172) | > loss_feat: 8.350117683410645 (8.348782820609003) | > loss_mel: 12.539031982421875 (12.887935994898235) | > loss_duration: 1.6525391340255737 (1.659433315679865) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.873228073120117 (27.38892508941947) | > grad_norm_1: tensor(468.5425, device='cuda:0') (tensor(341.9209, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8802 (0.8624950601059256) | > loader_time: 0.0098 (0.010147670519004743)  --> TIME: 2025-05-12 08:48:21 -- STEP: 462/725 -- GLOBAL_STEP: 419700 | > loss_disc: 2.1851706504821777 (2.194965666248682) | > loss_disc_real_0: 0.13333910703659058 (0.13435244418325865) | > loss_disc_real_1: 0.21243509650230408 (0.19003704151549897) | > loss_disc_real_2: 0.21284830570220947 (0.18867449046342402) | > loss_disc_real_3: 0.22570312023162842 (0.20531091513313773) | > loss_disc_real_4: 0.20883215963840485 (0.19470402233915413) | > loss_disc_real_5: 0.2144176959991455 (0.20786036180082337) | > loss_0: 2.1851706504821777 (2.194965666248682) | > grad_norm_0: tensor(16.7113, device='cuda:0') (tensor(21.1688, device='cuda:0')) | > loss_gen: 2.8714499473571777 (2.776176574942352) | > loss_kl: 1.716212272644043 (1.7158351052891125) | > loss_feat: 8.62878704071045 (8.35194384071218) | > loss_mel: 13.291529655456543 (12.886508586602814) | > loss_duration: 1.674436330795288 (1.6593407524096502) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.182415008544922 (27.389804860730194) | > grad_norm_1: tensor(426.5454, device='cuda:0') (tensor(346.4929, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8155 (0.8620807789104842) | > loader_time: 0.0114 (0.010130996827955365)  --> TIME: 2025-05-12 08:49:05 -- STEP: 512/725 -- GLOBAL_STEP: 419750 | > loss_disc: 2.128178358078003 (2.197596277808768) | > loss_disc_real_0: 0.12867102026939392 (0.1343885009700897) | > loss_disc_real_1: 0.18562552332878113 (0.19029813920496963) | > loss_disc_real_2: 0.20084242522716522 (0.1888407347432803) | > loss_disc_real_3: 0.19456157088279724 (0.20541233886615373) | > loss_disc_real_4: 0.1630750149488449 (0.19506869948236272) | > loss_disc_real_5: 0.22283537685871124 (0.2079670406819787) | > loss_0: 2.128178358078003 (2.197596277808768) | > grad_norm_0: tensor(12.6717, device='cuda:0') (tensor(21.2076, device='cuda:0')) | > loss_gen: 2.94459867477417 (2.7715845503844307) | > loss_kl: 1.8727132081985474 (1.7154152705334127) | > loss_feat: 9.110403060913086 (8.329448999837044) | > loss_mel: 13.686290740966797 (12.867451781407002) | > loss_duration: 1.6126375198364258 (1.6598852262832224) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.226642608642578 (27.343785814940933) | > grad_norm_1: tensor(214.7517, device='cuda:0') (tensor(347.9812, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8584 (0.8622624836862087) | > loader_time: 0.0102 (0.010151857975870367)  --> TIME: 2025-05-12 08:49:49 -- STEP: 562/725 -- GLOBAL_STEP: 419800 | > loss_disc: 2.0311906337738037 (2.1966777049349693) | > loss_disc_real_0: 0.13325366377830505 (0.13416213973083949) | > loss_disc_real_1: 0.18666546046733856 (0.1901852653438086) | > loss_disc_real_2: 0.18590308725833893 (0.18883547870926165) | > loss_disc_real_3: 0.17845070362091064 (0.20529918306344774) | > loss_disc_real_4: 0.15008774399757385 (0.1949101164141584) | > loss_disc_real_5: 0.1962687373161316 (0.20804483708643837) | > loss_0: 2.0311906337738037 (2.1966777049349693) | > grad_norm_0: tensor(23.6541, device='cuda:0') (tensor(20.9487, device='cuda:0')) | > loss_gen: 2.894252061843872 (2.7718653356477443) | > loss_kl: 1.7428419589996338 (1.7164775196767785) | > loss_feat: 9.721315383911133 (8.336889780288915) | > loss_mel: 13.978292465209961 (12.87182904307953) | > loss_duration: 1.6380066871643066 (1.659886259837507) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.974708557128906 (27.356947922621767) | > grad_norm_1: tensor(397.7356, device='cuda:0') (tensor(347.5284, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.9139 (0.8618773760744686) | > loader_time: 0.01 (0.010150781729891624)  --> TIME: 2025-05-12 08:50:33 -- STEP: 612/725 -- GLOBAL_STEP: 419850 | > loss_disc: 2.3159890174865723 (2.196855500437852) | > loss_disc_real_0: 0.19084610044956207 (0.1341052499715409) | > loss_disc_real_1: 0.20244422554969788 (0.19016156898312322) | > loss_disc_real_2: 0.19173593819141388 (0.1889225402786062) | > loss_disc_real_3: 0.19152574241161346 (0.2051548507381109) | > loss_disc_real_4: 0.23327191174030304 (0.19475673297359275) | > loss_disc_real_5: 0.19216090440750122 (0.20825288766155056) | > loss_0: 2.3159890174865723 (2.196855500437852) | > grad_norm_0: tensor(29.2766, device='cuda:0') (tensor(20.9581, device='cuda:0')) | > loss_gen: 2.599379301071167 (2.7719606718206693) | > loss_kl: 1.772061824798584 (1.718119936246498) | > loss_feat: 7.406161308288574 (8.33947942381591) | > loss_mel: 11.829185485839844 (12.870812268038986) | > loss_duration: 1.60081148147583 (1.6597913788035026) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.207597732543945 (27.360163682426528) | > grad_norm_1: tensor(464.0682, device='cuda:0') (tensor(348.4297, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.821 (0.8624948648845452) | > loader_time: 0.0091 (0.010171171107323332)  --> TIME: 2025-05-12 08:51:17 -- STEP: 662/725 -- GLOBAL_STEP: 419900 | > loss_disc: 2.256025791168213 (2.196518608990751) | > loss_disc_real_0: 0.15852342545986176 (0.13406860973584694) | > loss_disc_real_1: 0.20371630787849426 (0.1901368451757734) | > loss_disc_real_2: 0.18337517976760864 (0.18887005134111448) | > loss_disc_real_3: 0.24744850397109985 (0.20520393714713905) | > loss_disc_real_4: 0.2020111083984375 (0.19466526308898827) | > loss_disc_real_5: 0.22492244839668274 (0.20825350419632258) | > loss_0: 2.256025791168213 (2.196518608990751) | > grad_norm_0: tensor(32.8991, device='cuda:0') (tensor(20.8922, device='cuda:0')) | > loss_gen: 2.7699408531188965 (2.7717549494746203) | > loss_kl: 1.7119948863983154 (1.720052240478308) | > loss_feat: 7.750433444976807 (8.32795890004253) | > loss_mel: 11.8557767868042 (12.853745827862149) | > loss_duration: 1.684165596961975 (1.660107004858576) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.77231216430664 (27.33361891893464) | > grad_norm_1: tensor(389.9525, device='cuda:0') (tensor(349.5909, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.89 (0.8623165634103416) | > loader_time: 0.0101 (0.010176694285113275)  --> TIME: 2025-05-12 08:52:02 -- STEP: 712/725 -- GLOBAL_STEP: 419950 | > loss_disc: 2.2662153244018555 (2.1962398543451602) | > loss_disc_real_0: 0.12903772294521332 (0.134162780650881) | > loss_disc_real_1: 0.19164513051509857 (0.19008289009667514) | > loss_disc_real_2: 0.1758120208978653 (0.1888005441745346) | > loss_disc_real_3: 0.18875089287757874 (0.20511256549716667) | > loss_disc_real_4: 0.18457338213920593 (0.1946584652021024) | > loss_disc_real_5: 0.2040175497531891 (0.2082627100263084) | > loss_0: 2.2662153244018555 (2.1962398543451602) | > grad_norm_0: tensor(17.7860, device='cuda:0') (tensor(21.0855, device='cuda:0')) | > loss_gen: 2.769275188446045 (2.772289778409378) | > loss_kl: 1.7827976942062378 (1.7184701406219032) | > loss_feat: 7.827728748321533 (8.326284665739939) | > loss_mel: 12.042166709899902 (12.850847446516664) | > loss_duration: 1.641290307044983 (1.6598340167423313) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.06325912475586 (27.32772606142453) | > grad_norm_1: tensor(350.0045, device='cuda:0') (tensor(351.6804, device='cuda:0')) | > current_lr_0: 0.00018752990814095903 | > current_lr_1: 0.00018752990814095903 | > step_time: 0.8486 (0.863383836960525) | > loader_time: 0.0098 (0.010176575250839906)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.417574405670166 (2.417574405670166) | > loss_disc_real_0: 0.1987038403749466 (0.1987038403749466) | > loss_disc_real_1: 0.18697401881217957 (0.18697401881217957) | > loss_disc_real_2: 0.19394166767597198 (0.19394166767597198) | > loss_disc_real_3: 0.23901179432868958 (0.23901179432868958) | > loss_disc_real_4: 0.20104093849658966 (0.20104093849658966) | > loss_disc_real_5: 0.2899326682090759 (0.2899326682090759) | > loss_0: 2.417574405670166 (2.417574405670166) | > loss_gen: 2.5013349056243896 (2.5013349056243896) | > loss_kl: 2.3153679370880127 (2.3153679370880127) | > loss_feat: 7.253090858459473 (7.253090858459473) | > loss_mel: 11.537845611572266 (11.537845611572266) | > loss_duration: 1.7444206476211548 (1.7444206476211548) | > loss_1: 25.352060317993164 (25.352060317993164)  --> STEP: 1 | > loss_disc: 2.2671728134155273 (2.2671728134155273) | > loss_disc_real_0: 0.1855301558971405 (0.1855301558971405) | > loss_disc_real_1: 0.1787833571434021 (0.1787833571434021) | > loss_disc_real_2: 0.18670877814292908 (0.18670877814292908) | > loss_disc_real_3: 0.23834256827831268 (0.23834256827831268) | > loss_disc_real_4: 0.1923673450946808 (0.1923673450946808) | > loss_disc_real_5: 0.2615392506122589 (0.2615392506122589) | > loss_0: 2.2671728134155273 (2.2671728134155273) | > loss_gen: 2.785356283187866 (2.785356283187866) | > loss_kl: 2.161036729812622 (2.161036729812622) | > loss_feat: 7.756873607635498 (7.756873607635498) | > loss_mel: 12.999187469482422 (12.999187469482422) | > loss_duration: 1.8668714761734009 (1.8668714761734009) | > loss_1: 27.569326400756836 (27.569326400756836)  --> STEP: 2 | > loss_disc: 2.2363991737365723 (2.25178599357605) | > loss_disc_real_0: 0.1747804880142212 (0.18015532195568085) | > loss_disc_real_1: 0.17874445021152496 (0.17876390367746353) | > loss_disc_real_2: 0.1792496293783188 (0.18297920376062393) | > loss_disc_real_3: 0.25568893551826477 (0.24701575189828873) | > loss_disc_real_4: 0.18658596277236938 (0.18947665393352509) | > loss_disc_real_5: 0.26625362038612366 (0.2638964354991913) | > loss_0: 2.2363991737365723 (2.25178599357605) | > loss_gen: 2.7950849533081055 (2.790220618247986) | > loss_kl: 2.201507568359375 (2.1812721490859985) | > loss_feat: 9.33288860321045 (8.544881105422974) | > loss_mel: 14.344836235046387 (13.672011852264404) | > loss_duration: 1.876979112625122 (1.8719252943992615) | > loss_1: 30.55129623413086 (29.060311317443848)  --> STEP: 3 | > loss_disc: 2.172917127609253 (2.2254963715871177) | > loss_disc_real_0: 0.16967253386974335 (0.17666105926036835) | > loss_disc_real_1: 0.18005698919296265 (0.1791949321826299) | > loss_disc_real_2: 0.17850106954574585 (0.18148649235566458) | > loss_disc_real_3: 0.27807989716529846 (0.257370466987292) | > loss_disc_real_4: 0.19302557408809662 (0.19065962731838226) | > loss_disc_real_5: 0.2748661935329437 (0.2675530215104421) | > loss_0: 2.172917127609253 (2.2254963715871177) | > loss_gen: 2.9973502159118652 (2.859263817469279) | > loss_kl: 2.112966775894165 (2.158503691355387) | > loss_feat: 8.693765640258789 (8.594509283701578) | > loss_mel: 14.838547706604004 (14.060857137044271) | > loss_duration: 1.8443200588226318 (1.8627235492070515) | > loss_1: 30.486949920654297 (29.535857518513996)  --> STEP: 4 | > loss_disc: 2.32246994972229 (2.2497397661209106) | > loss_disc_real_0: 0.19387702643871307 (0.18096505105495453) | > loss_disc_real_1: 0.20596502721309662 (0.18588745594024658) | > loss_disc_real_2: 0.19859284162521362 (0.18576307967305183) | > loss_disc_real_3: 0.2175845354795456 (0.24742398411035538) | > loss_disc_real_4: 0.1878923922777176 (0.1899678185582161) | > loss_disc_real_5: 0.2788963317871094 (0.2703888490796089) | > loss_0: 2.32246994972229 (2.2497397661209106) | > loss_gen: 2.7634894847869873 (2.835320234298706) | > loss_kl: 2.131024122238159 (2.1516337990760803) | > loss_feat: 7.641070365905762 (8.356149554252625) | > loss_mel: 13.729804039001465 (13.97809386253357) | > loss_duration: 1.7862337827682495 (1.843601107597351) | > loss_1: 28.05162239074707 (29.164798736572266) --> EVAL PERFORMANCE | > avg_loader_time: 0.3277256488800049 (+0.008106648921966553) | > avg_loss_disc: 2.2497397661209106 (+0.03438836336135864) | > avg_loss_disc_real_0: 0.18096505105495453 (+0.022630732506513596) | > avg_loss_disc_real_1: 0.18588745594024658 (+0.004698611795902252) | > avg_loss_disc_real_2: 0.18576307967305183 (+0.0029622726142406464) | > avg_loss_disc_real_3: 0.24742398411035538 (+0.058813828974962234) | > avg_loss_disc_real_4: 0.1899678185582161 (-0.0960991308093071) | > avg_loss_disc_real_5: 0.2703888490796089 (+0.06705335900187492) | > avg_loss_0: 2.2497397661209106 (+0.03438836336135864) | > avg_loss_gen: 2.835320234298706 (+0.04911696910858154) | > avg_loss_kl: 2.1516337990760803 (+0.1931890845298767) | > avg_loss_feat: 8.356149554252625 (-0.22685563564300537) | > avg_loss_mel: 13.97809386253357 (-0.041413068771362305) | > avg_loss_duration: 1.843601107597351 (+0.009496599435806274) | > avg_loss_1: 29.164798736572266 (-0.016465187072753906)  > EPOCH: 516/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 08:52:19)   --> TIME: 2025-05-12 08:52:54 -- STEP: 37/725 -- GLOBAL_STEP: 420000 | > loss_disc: 2.233780860900879 (2.21782999425321) | > loss_disc_real_0: 0.16054052114486694 (0.1392348722831623) | > loss_disc_real_1: 0.18012480437755585 (0.19154629836211334) | > loss_disc_real_2: 0.21276135742664337 (0.19050048734690692) | > loss_disc_real_3: 0.19108933210372925 (0.2065363393442051) | > loss_disc_real_4: 0.20463207364082336 (0.19173095798170245) | > loss_disc_real_5: 0.24875839054584503 (0.21190368847267047) | > loss_0: 2.233780860900879 (2.21782999425321) | > grad_norm_0: tensor(21.7608, device='cuda:0') (tensor(24.2564, device='cuda:0')) | > loss_gen: 2.925130605697632 (2.7642916215432662) | > loss_kl: 1.6571357250213623 (1.7332857686120111) | > loss_feat: 8.871057510375977 (8.270771297248633) | > loss_mel: 12.378151893615723 (12.784254692696237) | > loss_duration: 1.6601841449737549 (1.6590290842829525) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.491661071777344 (27.211632290401973) | > grad_norm_1: tensor(311.2802, device='cuda:0') (tensor(369.3886, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8736 (0.8602706032830316) | > loader_time: 0.0099 (0.009971857070922852) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_420000.pth  --> TIME: 2025-05-12 08:53:40 -- STEP: 87/725 -- GLOBAL_STEP: 420050 | > loss_disc: 2.1495327949523926 (2.2073537124984557) | > loss_disc_real_0: 0.12236244231462479 (0.13469646965292675) | > loss_disc_real_1: 0.20279264450073242 (0.19148807964105716) | > loss_disc_real_2: 0.16589434444904327 (0.18979118644506082) | > loss_disc_real_3: 0.19552145898342133 (0.20583248686516423) | > loss_disc_real_4: 0.18947313725948334 (0.1927699313081544) | > loss_disc_real_5: 0.181382954120636 (0.21152233546492696) | > loss_0: 2.1495327949523926 (2.2073537124984557) | > grad_norm_0: tensor(7.7816, device='cuda:0') (tensor(18.9976, device='cuda:0')) | > loss_gen: 2.670346975326538 (2.7525833201134353) | > loss_kl: 1.6355561017990112 (1.7078945458620445) | > loss_feat: 8.328362464904785 (8.298880166020886) | > loss_mel: 13.332862854003906 (12.854190618142312) | > loss_duration: 1.6342110633850098 (1.6598770728056458) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.60133934020996 (27.273425617437248) | > grad_norm_1: tensor(162.8241, device='cuda:0') (tensor(282.3842, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8264 (0.8619275504145129) | > loader_time: 0.0097 (0.01019299441370471)  --> TIME: 2025-05-12 08:54:24 -- STEP: 137/725 -- GLOBAL_STEP: 420100 | > loss_disc: 2.1119022369384766 (2.2005080202200116) | > loss_disc_real_0: 0.0959261879324913 (0.13362494731036412) | > loss_disc_real_1: 0.19158755242824554 (0.18980762286342845) | > loss_disc_real_2: 0.1729082465171814 (0.1880950904893179) | > loss_disc_real_3: 0.2293265461921692 (0.2062799797876038) | > loss_disc_real_4: 0.2209300994873047 (0.19334590326260476) | > loss_disc_real_5: 0.25255337357521057 (0.21162434324730922) | > loss_0: 2.1119022369384766 (2.2005080202200116) | > grad_norm_0: tensor(11.7909, device='cuda:0') (tensor(18.8310, device='cuda:0')) | > loss_gen: 3.0068235397338867 (2.7657740812232032) | > loss_kl: 1.991012692451477 (1.7098929185936922) | > loss_feat: 8.499428749084473 (8.358914754686564) | > loss_mel: 13.330278396606445 (12.926159775170097) | > loss_duration: 1.6256637573242188 (1.6600150165766696) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.453208923339844 (27.420756444443743) | > grad_norm_1: tensor(298.6558, device='cuda:0') (tensor(296.1308, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8231 (0.8611582160866174) | > loader_time: 0.0092 (0.010097042487485566)  --> TIME: 2025-05-12 08:55:08 -- STEP: 187/725 -- GLOBAL_STEP: 420150 | > loss_disc: 2.10902738571167 (2.2051216293783757) | > loss_disc_real_0: 0.11462698876857758 (0.13431357361256757) | > loss_disc_real_1: 0.1741744875907898 (0.19041749707517786) | > loss_disc_real_2: 0.17596998810768127 (0.18869162554090674) | > loss_disc_real_3: 0.18772347271442413 (0.20626460342483724) | > loss_disc_real_4: 0.17353321611881256 (0.19350423787366902) | > loss_disc_real_5: 0.20517954230308533 (0.21080422433302368) | > loss_0: 2.10902738571167 (2.2051216293783757) | > grad_norm_0: tensor(11.2656, device='cuda:0') (tensor(18.9734, device='cuda:0')) | > loss_gen: 2.9183666706085205 (2.7569166683258226) | > loss_kl: 1.7278602123260498 (1.707290780098043) | > loss_feat: 9.306885719299316 (8.290298867353144) | > loss_mel: 13.518059730529785 (12.870475315155188) | > loss_duration: 1.677186131477356 (1.660827711941724) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.148361206054688 (27.28580930781236) | > grad_norm_1: tensor(68.6820, device='cuda:0') (tensor(298.7255, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8519 (0.8611347152587564) | > loader_time: 0.0104 (0.010277759582601124)  --> TIME: 2025-05-12 08:55:52 -- STEP: 237/725 -- GLOBAL_STEP: 420200 | > loss_disc: 2.0761125087738037 (2.2080272068957254) | > loss_disc_real_0: 0.15190662443637848 (0.1350403631161035) | > loss_disc_real_1: 0.1831912249326706 (0.19061823786562512) | > loss_disc_real_2: 0.19304409623146057 (0.18890989248008164) | > loss_disc_real_3: 0.1697486788034439 (0.2057294479025064) | > loss_disc_real_4: 0.18537405133247375 (0.19412534913433255) | > loss_disc_real_5: 0.1994192898273468 (0.21140756096517993) | > loss_0: 2.0761125087738037 (2.2080272068957254) | > grad_norm_0: tensor(11.8217, device='cuda:0') (tensor(18.8447, device='cuda:0')) | > loss_gen: 2.8981714248657227 (2.7528504983282294) | > loss_kl: 1.7692456245422363 (1.7104695980055926) | > loss_feat: 8.668342590332031 (8.265113637417173) | > loss_mel: 14.034558296203613 (12.862052346080663) | > loss_duration: 1.649766206741333 (1.6603790340544302) | > amp_scaler: 64.0 (64.0) | > loss_1: 29.020082473754883 (27.250865034916224) | > grad_norm_1: tensor(86.2465, device='cuda:0') (tensor(288.1324, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8321 (0.8646510985330187) | > loader_time: 0.0102 (0.010288614763992242)  --> TIME: 2025-05-12 08:56:36 -- STEP: 287/725 -- GLOBAL_STEP: 420250 | > loss_disc: 2.2283968925476074 (2.2072305305494266) | > loss_disc_real_0: 0.11544908583164215 (0.1351706211419472) | > loss_disc_real_1: 0.19445741176605225 (0.19036975746993826) | > loss_disc_real_2: 0.1784334033727646 (0.18904090836280737) | > loss_disc_real_3: 0.20228998363018036 (0.20599019615700023) | > loss_disc_real_4: 0.1651148498058319 (0.19398717831443835) | > loss_disc_real_5: 0.22334733605384827 (0.2110776898129892) | > loss_0: 2.2283968925476074 (2.2072305305494266) | > grad_norm_0: tensor(14.5496, device='cuda:0') (tensor(18.7484, device='cuda:0')) | > loss_gen: 2.7523021697998047 (2.7542742943514518) | > loss_kl: 1.7628504037857056 (1.7103378677202017) | > loss_feat: 8.254039764404297 (8.264464222180301) | > loss_mel: 13.731968879699707 (12.868836113800155) | > loss_duration: 1.6867895126342773 (1.66030582982904) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.187950134277344 (27.258218233593663) | > grad_norm_1: tensor(199.0336, device='cuda:0') (tensor(292.3871, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8276 (0.8629985403931512) | > loader_time: 0.0099 (0.01023624499915784)  --> TIME: 2025-05-12 08:57:20 -- STEP: 337/725 -- GLOBAL_STEP: 420300 | > loss_disc: 2.2032394409179688 (2.2044921466080334) | > loss_disc_real_0: 0.14089606702327728 (0.13492489780799571) | > loss_disc_real_1: 0.1822829395532608 (0.19027081061187776) | > loss_disc_real_2: 0.16558678448200226 (0.18875924990863413) | > loss_disc_real_3: 0.21125851571559906 (0.2060224682711706) | > loss_disc_real_4: 0.1956571638584137 (0.1940998543794501) | > loss_disc_real_5: 0.19558101892471313 (0.21038200951648395) | > loss_0: 2.2032394409179688 (2.2044921466080334) | > grad_norm_0: tensor(17.0964, device='cuda:0') (tensor(19.1933, device='cuda:0')) | > loss_gen: 2.606184244155884 (2.757854803379639) | > loss_kl: 1.6874462366104126 (1.7091829408877675) | > loss_feat: 8.340761184692383 (8.281025606376122) | > loss_mel: 12.761481285095215 (12.87666329573453) | > loss_duration: 1.6422412395477295 (1.6599876321741664) | > amp_scaler: 64.0 (64.0) | > loss_1: 27.03811264038086 (27.284714197900247) | > grad_norm_1: tensor(185.9984, device='cuda:0') (tensor(300.0599, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8887 (0.8626567029811505) | > loader_time: 0.01 (0.010229692261013851)  --> TIME: 2025-05-12 08:58:03 -- STEP: 387/725 -- GLOBAL_STEP: 420350 | > loss_disc: 2.2542219161987305 (2.201959462744941) | > loss_disc_real_0: 0.09646791964769363 (0.13474349806552094) | > loss_disc_real_1: 0.17724332213401794 (0.1901071852876851) | > loss_disc_real_2: 0.18269257247447968 (0.18859106325363936) | > loss_disc_real_3: 0.21492451429367065 (0.20569434927569497) | > loss_disc_real_4: 0.22702555358409882 (0.1943722462007241) | > loss_disc_real_5: 0.18770965933799744 (0.2098100282425104) | > loss_0: 2.2542219161987305 (2.201959462744941) | > grad_norm_0: tensor(23.1658, device='cuda:0') (tensor(19.2986, device='cuda:0')) | > loss_gen: 2.695136308670044 (2.7618383190736635) | > loss_kl: 1.573758840560913 (1.7144826219371425) | > loss_feat: 7.73721981048584 (8.300557235106627) | > loss_mel: 12.398734092712402 (12.885015894276227) | > loss_duration: 1.730487585067749 (1.660381813690028) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.135337829589844 (27.32227582709734) | > grad_norm_1: tensor(383.3880, device='cuda:0') (tensor(304.6319, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8763 (0.8618865863297334) | > loader_time: 0.01 (0.010175565108464362)  --> TIME: 2025-05-12 08:58:47 -- STEP: 437/725 -- GLOBAL_STEP: 420400 | > loss_disc: 2.0507404804229736 (2.2023950305083275) | > loss_disc_real_0: 0.08594002574682236 (0.13535754917960954) | > loss_disc_real_1: 0.1688689887523651 (0.19013429537108623) | > loss_disc_real_2: 0.21261291205883026 (0.18860199740604083) | > loss_disc_real_3: 0.20742450654506683 (0.20540185456826976) | > loss_disc_real_4: 0.17160823941230774 (0.19440500591657794) | > loss_disc_real_5: 0.19841055572032928 (0.20990640337598132) | > loss_0: 2.0507404804229736 (2.2023950305083275) | > grad_norm_0: tensor(32.1928, device='cuda:0') (tensor(19.3477, device='cuda:0')) | > loss_gen: 2.853870153427124 (2.7610372051221588) | > loss_kl: 1.6333388090133667 (1.7097690138173043) | > loss_feat: 9.790139198303223 (8.282531791748111) | > loss_mel: 14.847082138061523 (12.863657938261055) | > loss_duration: 1.6271440982818604 (1.6604715735743194) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.751575469970703 (27.27746746141796) | > grad_norm_1: tensor(430.5677, device='cuda:0') (tensor(305.8181, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.9071 (0.8620634351769626) | > loader_time: 0.0097 (0.010199317124670104)  --> TIME: 2025-05-12 08:59:31 -- STEP: 487/725 -- GLOBAL_STEP: 420450 | > loss_disc: 2.274010419845581 (2.2046331233312477) | > loss_disc_real_0: 0.12858983874320984 (0.13547509206455097) | > loss_disc_real_1: 0.17744439840316772 (0.1901897934305595) | > loss_disc_real_2: 0.19192557036876678 (0.18918413985558855) | > loss_disc_real_3: 0.21252600848674774 (0.20566662433088684) | > loss_disc_real_4: 0.19643278419971466 (0.1945866732504333) | > loss_disc_real_5: 0.1891513168811798 (0.20972342400580216) | > loss_0: 2.274010419845581 (2.2046331233312477) | > grad_norm_0: tensor(10.3739, device='cuda:0') (tensor(19.6702, device='cuda:0')) | > loss_gen: 2.572390079498291 (2.7623762981602815) | > loss_kl: 1.679552674293518 (1.711773674346093) | > loss_feat: 7.35563850402832 (8.277394208575174) | > loss_mel: 10.648536682128906 (12.863999779953849) | > loss_duration: 1.6457916498184204 (1.6607875077386656) | > amp_scaler: 64.0 (64.0) | > loss_1: 23.90190887451172 (27.276331386526998) | > grad_norm_1: tensor(224.7115, device='cuda:0') (tensor(311.2559, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8235 (0.8616944113306438) | > loader_time: 0.0092 (0.010192721286593522)  --> TIME: 2025-05-12 09:00:14 -- STEP: 537/725 -- GLOBAL_STEP: 420500 | > loss_disc: 2.158987045288086 (2.2057053740908104) | > loss_disc_real_0: 0.12073340266942978 (0.13553093724799106) | > loss_disc_real_1: 0.20150290429592133 (0.1903781292325292) | > loss_disc_real_2: 0.1858494132757187 (0.18924471233699136) | > loss_disc_real_3: 0.19904491305351257 (0.20555464021542444) | > loss_disc_real_4: 0.17413252592086792 (0.19474809579343097) | > loss_disc_real_5: 0.2327398806810379 (0.20993960109058926) | > loss_0: 2.158987045288086 (2.2057053740908104) | > grad_norm_0: tensor(28.5686, device='cuda:0') (tensor(19.6555, device='cuda:0')) | > loss_gen: 2.7779550552368164 (2.7604414502113697) | > loss_kl: 1.6037815809249878 (1.7109545282811423) | > loss_feat: 8.812287330627441 (8.272904998097339) | > loss_mel: 13.496407508850098 (12.866195470927146) | > loss_duration: 1.669684886932373 (1.66144959198474) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.36011505126953 (27.27194596047286) | > grad_norm_1: tensor(501.2968, device='cuda:0') (tensor(308.9585, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8447 (0.861252991180846) | > loader_time: 0.01 (0.010159632347149557)  --> TIME: 2025-05-12 09:00:58 -- STEP: 587/725 -- GLOBAL_STEP: 420550 | > loss_disc: 2.3462846279144287 (2.2033262983903774) | > loss_disc_real_0: 0.1563127487897873 (0.1353685855103919) | > loss_disc_real_1: 0.23914536833763123 (0.19026555994198713) | > loss_disc_real_2: 0.195915088057518 (0.18909128538286876) | > loss_disc_real_3: 0.23263780772686005 (0.20536889948166615) | > loss_disc_real_4: 0.19767199456691742 (0.19457564250370915) | > loss_disc_real_5: 0.21416206657886505 (0.20986185886689301) | > loss_0: 2.3462846279144287 (2.2033262983903774) | > grad_norm_0: tensor(18.3111, device='cuda:0') (tensor(19.3269, device='cuda:0')) | > loss_gen: 2.516983985900879 (2.76091244882782) | > loss_kl: 1.714576005935669 (1.712301508328374) | > loss_feat: 6.891119480133057 (8.280673148887931) | > loss_mel: 11.792509078979492 (12.86300729364918) | > loss_duration: 1.6335084438323975 (1.6610904783772042) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.548696517944336 (27.27798480760097) | > grad_norm_1: tensor(235.9231, device='cuda:0') (tensor(301.8248, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8599 (0.8607950344605583) | > loader_time: 0.0099 (0.010160760944502929)  --> TIME: 2025-05-12 09:01:42 -- STEP: 637/725 -- GLOBAL_STEP: 420600 | > loss_disc: 2.0802223682403564 (2.2027851535910896) | > loss_disc_real_0: 0.0927886888384819 (0.13516382844987052) | > loss_disc_real_1: 0.16880908608436584 (0.1901319033964836) | > loss_disc_real_2: 0.15693533420562744 (0.18905830757584266) | > loss_disc_real_3: 0.18668806552886963 (0.20532384039936485) | > loss_disc_real_4: 0.20618711411952972 (0.19450272615045724) | > loss_disc_real_5: 0.1842280477285385 (0.20966973793188481) | > loss_0: 2.0802223682403564 (2.2027851535910896) | > grad_norm_0: tensor(12.0771, device='cuda:0') (tensor(19.0528, device='cuda:0')) | > loss_gen: 3.1355857849121094 (2.760959883499746) | > loss_kl: 1.4490556716918945 (1.712664362025597) | > loss_feat: 10.49601936340332 (8.279107618556473) | > loss_mel: 14.957275390625 (12.86337379383704) | > loss_duration: 1.6340670585632324 (1.6612407702666063) | > amp_scaler: 64.0 (64.0) | > loss_1: 31.67200469970703 (27.277346378967195) | > grad_norm_1: tensor(184.3101, device='cuda:0') (tensor(296.8517, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8456 (0.8610598550673744) | > loader_time: 0.0094 (0.010157618455273021)  --> TIME: 2025-05-12 09:02:25 -- STEP: 687/725 -- GLOBAL_STEP: 420650 | > loss_disc: 2.2087581157684326 (2.202031794246801) | > loss_disc_real_0: 0.15132345259189606 (0.13518061157006872) | > loss_disc_real_1: 0.170247882604599 (0.19015605871333827) | > loss_disc_real_2: 0.19096457958221436 (0.18901762318576446) | > loss_disc_real_3: 0.1971786767244339 (0.2052678991179626) | > loss_disc_real_4: 0.16887983679771423 (0.19458691973179543) | > loss_disc_real_5: 0.21334043145179749 (0.20937436270314708) | > loss_0: 2.2087581157684326 (2.202031794246801) | > grad_norm_0: tensor(27.1992, device='cuda:0') (tensor(19.0792, device='cuda:0')) | > loss_gen: 2.6261119842529297 (2.762485771373546) | > loss_kl: 1.763473629951477 (1.7123679420659976) | > loss_feat: 8.357261657714844 (8.2767806080925) | > loss_mel: 12.3308687210083 (12.867478065268616) | > loss_duration: 1.6635022163391113 (1.6612704902063118) | > amp_scaler: 64.0 (64.0) | > loss_1: 26.7412166595459 (27.280382822694744) | > grad_norm_1: tensor(447.7051, device='cuda:0') (tensor(299.4375, device='cuda:0')) | > current_lr_0: 0.0001875064669024414 | > current_lr_1: 0.0001875064669024414 | > step_time: 0.8631 (0.8603563728637917) | > loader_time: 0.0098 (0.010163972124435669)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.356431007385254 (2.356431007385254) | > loss_disc_real_0: 0.2038659304380417 (0.2038659304380417) | > loss_disc_real_1: 0.16688156127929688 (0.16688156127929688) | > loss_disc_real_2: 0.23883451521396637 (0.23883451521396637) | > loss_disc_real_3: 0.28210681676864624 (0.28210681676864624) | > loss_disc_real_4: 0.26937323808670044 (0.26937323808670044) | > loss_disc_real_5: 0.24238571524620056 (0.24238571524620056) | > loss_0: 2.356431007385254 (2.356431007385254) | > loss_gen: 2.824816942214966 (2.824816942214966) | > loss_kl: 2.1324448585510254 (2.1324448585510254) | > loss_feat: 7.817895412445068 (7.817895412445068) | > loss_mel: 12.780482292175293 (12.780482292175293) | > loss_duration: 1.7732255458831787 (1.7732255458831787) | > loss_1: 27.328866958618164 (27.328866958618164)  --> STEP: 1 | > loss_disc: 2.3100478649139404 (2.3100478649139404) | > loss_disc_real_0: 0.1907789558172226 (0.1907789558172226) | > loss_disc_real_1: 0.17392942309379578 (0.17392942309379578) | > loss_disc_real_2: 0.23542112112045288 (0.23542112112045288) | > loss_disc_real_3: 0.255716472864151 (0.255716472864151) | > loss_disc_real_4: 0.2541009187698364 (0.2541009187698364) | > loss_disc_real_5: 0.25644731521606445 (0.25644731521606445) | > loss_0: 2.3100478649139404 (2.3100478649139404) | > loss_gen: 2.9182369709014893 (2.9182369709014893) | > loss_kl: 2.041714906692505 (2.041714906692505) | > loss_feat: 7.6523027420043945 (7.6523027420043945) | > loss_mel: 12.70458698272705 (12.70458698272705) | > loss_duration: 1.8535656929016113 (1.8535656929016113) | > loss_1: 27.170408248901367 (27.170408248901367)  --> STEP: 2 | > loss_disc: 2.3602986335754395 (2.33517324924469) | > loss_disc_real_0: 0.20106974244117737 (0.19592434912919998) | > loss_disc_real_1: 0.176285520195961 (0.1751074716448784) | > loss_disc_real_2: 0.22601570188999176 (0.23071841150522232) | > loss_disc_real_3: 0.2677403688430786 (0.2617284208536148) | > loss_disc_real_4: 0.27265745401382446 (0.26337918639183044) | > loss_disc_real_5: 0.22018930315971375 (0.2383183091878891) | > loss_0: 2.3602986335754395 (2.33517324924469) | > loss_gen: 2.799694776535034 (2.8589658737182617) | > loss_kl: 2.0506136417388916 (2.0461642742156982) | > loss_feat: 7.1495361328125 (7.400919437408447) | > loss_mel: 12.123945236206055 (12.414266109466553) | > loss_duration: 1.8793317079544067 (1.866448700428009) | > loss_1: 26.00312042236328 (26.586764335632324)  --> STEP: 3 | > loss_disc: 2.3099982738494873 (2.3267815907796225) | > loss_disc_real_0: 0.18837648630142212 (0.19340839485327402) | > loss_disc_real_1: 0.17261917889118195 (0.17427804072697958) | > loss_disc_real_2: 0.23466062545776367 (0.2320324828227361) | > loss_disc_real_3: 0.252786248922348 (0.2587476968765259) | > loss_disc_real_4: 0.252092570066452 (0.25961698095003766) | > loss_disc_real_5: 0.23114149272441864 (0.23592603703339896) | > loss_0: 2.3099982738494873 (2.3267815907796225) | > loss_gen: 2.8330330848693848 (2.850321610768636) | > loss_kl: 1.9991270303726196 (2.030485192934672) | > loss_feat: 7.770744800567627 (7.524194558461507) | > loss_mel: 12.935239791870117 (12.587924003601074) | > loss_duration: 1.8608347177505493 (1.8645773728688557) | > loss_1: 27.39897918701172 (26.857502619425457)  --> STEP: 4 | > loss_disc: 2.2616376876831055 (2.310495615005493) | > loss_disc_real_0: 0.18839600682258606 (0.19215529784560204) | > loss_disc_real_1: 0.18763937056064606 (0.1776183731853962) | > loss_disc_real_2: 0.1797008067369461 (0.2189495638012886) | > loss_disc_real_3: 0.272768497467041 (0.26225289702415466) | > loss_disc_real_4: 0.2348012924194336 (0.2534130588173866) | > loss_disc_real_5: 0.2766793966293335 (0.24611437693238258) | > loss_0: 2.2616376876831055 (2.310495615005493) | > loss_gen: 3.018920421600342 (2.8924713134765625) | > loss_kl: 2.0865566730499268 (2.0445030629634857) | > loss_feat: 8.758655548095703 (7.832809805870056) | > loss_mel: 13.579362869262695 (12.83578372001648) | > loss_duration: 1.7928719520568848 (1.846651017665863) | > loss_1: 29.23636817932129 (27.452219009399414) --> EVAL PERFORMANCE | > avg_loader_time: 0.3237754702568054 (-0.003950178623199463) | > avg_loss_disc: 2.310495615005493 (+0.06075584888458252) | > avg_loss_disc_real_0: 0.19215529784560204 (+0.011190246790647507) | > avg_loss_disc_real_1: 0.1776183731853962 (-0.008269082754850388) | > avg_loss_disc_real_2: 0.2189495638012886 (+0.03318648412823677) | > avg_loss_disc_real_3: 0.26225289702415466 (+0.014828912913799286) | > avg_loss_disc_real_4: 0.2534130588173866 (+0.06344524025917053) | > avg_loss_disc_real_5: 0.24611437693238258 (-0.024274472147226334) | > avg_loss_0: 2.310495615005493 (+0.06075584888458252) | > avg_loss_gen: 2.8924713134765625 (+0.057151079177856445) | > avg_loss_kl: 2.0445030629634857 (-0.1071307361125946) | > avg_loss_feat: 7.832809805870056 (-0.5233397483825684) | > avg_loss_mel: 12.83578372001648 (-1.1423101425170898) | > avg_loss_duration: 1.846651017665863 (+0.003049910068511963) | > avg_loss_1: 27.452219009399414 (-1.7125797271728516)  > EPOCH: 517/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 09:03:05)   --> TIME: 2025-05-12 09:03:17 -- STEP: 12/725 -- GLOBAL_STEP: 420700 | > loss_disc: 2.0858564376831055 (2.178103586037954) | > loss_disc_real_0: 0.07635652273893356 (0.1287851668894291) | > loss_disc_real_1: 0.21382664144039154 (0.19327612097064653) | > loss_disc_real_2: 0.19918785989284515 (0.18512318655848503) | > loss_disc_real_3: 0.1936800628900528 (0.20249276732405028) | > loss_disc_real_4: 0.15432095527648926 (0.18563652286926904) | > loss_disc_real_5: 0.17659252882003784 (0.20451932772994041) | > loss_0: 2.0858564376831055 (2.178103586037954) | > grad_norm_0: tensor(23.3807, device='cuda:0') (tensor(22.5397, device='cuda:0')) | > loss_gen: 2.976832389831543 (2.7885561188062034) | > loss_kl: 1.8454620838165283 (1.7363055646419525) | > loss_feat: 9.833754539489746 (8.56114955743154) | > loss_mel: 14.362289428710938 (13.15111748377482) | > loss_duration: 1.682667851448059 (1.6610383590062459) | > amp_scaler: 64.0 (64.0) | > loss_1: 30.701005935668945 (27.89816729227702) | > grad_norm_1: tensor(388.4099, device='cuda:0') (tensor(363.5153, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8495 (0.8452227512995402) | > loader_time: 0.0095 (0.010665098826090494)  --> TIME: 2025-05-12 09:04:02 -- STEP: 62/725 -- GLOBAL_STEP: 420750 | > loss_disc: 2.337172031402588 (2.2074320200950868) | > loss_disc_real_0: 0.1389807015657425 (0.13396545427460824) | > loss_disc_real_1: 0.17886266112327576 (0.1920931250337631) | > loss_disc_real_2: 0.20194655656814575 (0.1892156387048383) | > loss_disc_real_3: 0.23395535349845886 (0.2067363565006564) | > loss_disc_real_4: 0.19665470719337463 (0.19253971307508408) | > loss_disc_real_5: 0.264729768037796 (0.20939693503802823) | > loss_0: 2.337172031402588 (2.2074320200950868) | > grad_norm_0: tensor(22.0840, device='cuda:0') (tensor(20.3794, device='cuda:0')) | > loss_gen: 2.6289052963256836 (2.744425058364868) | > loss_kl: 1.5679430961608887 (1.7394378223726827) | > loss_feat: 6.972766876220703 (8.226218400462978) | > loss_mel: 12.453046798706055 (12.786150670820666) | > loss_duration: 1.7065962553024292 (1.6583700430008672) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.32925796508789 (27.15460205078125) | > grad_norm_1: tensor(339.5744, device='cuda:0') (tensor(326.1587, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8463 (0.8648281443503595) | > loader_time: 0.0097 (0.010353676734432098)  --> TIME: 2025-05-12 09:04:46 -- STEP: 112/725 -- GLOBAL_STEP: 420800 | > loss_disc: 2.250328779220581 (2.216697958963258) | > loss_disc_real_0: 0.1486293077468872 (0.13416117050551948) | > loss_disc_real_1: 0.23219744861125946 (0.19218825296099692) | > loss_disc_real_2: 0.21008001267910004 (0.19057810772210357) | > loss_disc_real_3: 0.2045464813709259 (0.20752756896295718) | > loss_disc_real_4: 0.1708107888698578 (0.19522968253919057) | > loss_disc_real_5: 0.19787874817848206 (0.20889970567077398) | > loss_0: 2.250328779220581 (2.216697958963258) | > grad_norm_0: tensor(24.0944, device='cuda:0') (tensor(20.1344, device='cuda:0')) | > loss_gen: 2.7436180114746094 (2.748849338718822) | > loss_kl: 1.4852484464645386 (1.7010353463036674) | > loss_feat: 7.410937309265137 (8.215467942612506) | > loss_mel: 11.450249671936035 (12.814876207283564) | > loss_duration: 1.6667747497558594 (1.6610499120184354) | > amp_scaler: 64.0 (64.0) | > loss_1: 24.75682830810547 (27.1412786926542) | > grad_norm_1: tensor(141.1615, device='cuda:0') (tensor(327.5681, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8388 (0.86597569499697) | > loader_time: 0.0107 (0.010326872978891649)  --> TIME: 2025-05-12 09:05:29 -- STEP: 162/725 -- GLOBAL_STEP: 420850 | > loss_disc: 2.1673531532287598 (2.214642570342546) | > loss_disc_real_0: 0.13455529510974884 (0.13453919339327164) | > loss_disc_real_1: 0.20034748315811157 (0.19148356725036367) | > loss_disc_real_2: 0.17758306860923767 (0.18975491610206194) | > loss_disc_real_3: 0.2087230086326599 (0.20719825586786977) | > loss_disc_real_4: 0.17375525832176208 (0.19535514822712652) | > loss_disc_real_5: 0.18506667017936707 (0.20921273069617188) | > loss_0: 2.1673531532287598 (2.214642570342546) | > grad_norm_0: tensor(27.6977, device='cuda:0') (tensor(20.5566, device='cuda:0')) | > loss_gen: 2.8182859420776367 (2.749908328056334) | > loss_kl: 1.7125520706176758 (1.7005153798762662) | > loss_feat: 8.65200138092041 (8.233401831285448) | > loss_mel: 13.626631736755371 (12.825252032574317) | > loss_duration: 1.6026625633239746 (1.6610567032555004) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.412134170532227 (27.170134132291064) | > grad_norm_1: tensor(394.8745, device='cuda:0') (tensor(331.7932, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8505 (0.8643732012054066) | > loader_time: 0.0098 (0.010287749914475426)  --> TIME: 2025-05-12 09:06:14 -- STEP: 212/725 -- GLOBAL_STEP: 420900 | > loss_disc: 2.2531609535217285 (2.2080408750839946) | > loss_disc_real_0: 0.13761867582798004 (0.13363417090391216) | > loss_disc_real_1: 0.18954947590827942 (0.19114520653801145) | > loss_disc_real_2: 0.1904851794242859 (0.19013451812964557) | > loss_disc_real_3: 0.24129778146743774 (0.2068849080154356) | > loss_disc_real_4: 0.18879592418670654 (0.194777740130447) | > loss_disc_real_5: 0.20791317522525787 (0.20871663353634332) | > loss_0: 2.2531609535217285 (2.2080408750839946) | > grad_norm_0: tensor(9.6817, device='cuda:0') (tensor(20.6163, device='cuda:0')) | > loss_gen: 2.6213388442993164 (2.7557069310602142) | > loss_kl: 1.610145926475525 (1.7066069357800033) | > loss_feat: 7.393209934234619 (8.258030023214951) | > loss_mel: 12.074653625488281 (12.808367490768436) | > loss_duration: 1.6563761234283447 (1.6612557639490884) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.355724334716797 (27.189967002508777) | > grad_norm_1: tensor(249.7590, device='cuda:0') (tensor(338.5950, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.864 (0.8687549615806004) | > loader_time: 0.0112 (0.010356232805072134)  --> TIME: 2025-05-12 09:06:58 -- STEP: 262/725 -- GLOBAL_STEP: 420950 | > loss_disc: 2.287322998046875 (2.203554131602512) | > loss_disc_real_0: 0.15953433513641357 (0.13349389475379286) | > loss_disc_real_1: 0.19284668564796448 (0.19079727002682575) | > loss_disc_real_2: 0.20527252554893494 (0.18973492688805088) | > loss_disc_real_3: 0.2279169112443924 (0.2063304813194821) | > loss_disc_real_4: 0.1824668049812317 (0.19463808817490366) | > loss_disc_real_5: 0.1965198516845703 (0.2082227751157666) | > loss_0: 2.287322998046875 (2.203554131602512) | > grad_norm_0: tensor(20.7885, device='cuda:0') (tensor(20.1781, device='cuda:0')) | > loss_gen: 2.5475735664367676 (2.762407417515761) | > loss_kl: 1.6568650007247925 (1.7026131016607502) | > loss_feat: 7.363020896911621 (8.305543599237922) | > loss_mel: 11.793212890625 (12.832544170263162) | > loss_duration: 1.6672314405441284 (1.6619109939072878) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.027902603149414 (27.265019140170732) | > grad_norm_1: tensor(147.2225, device='cuda:0') (tensor(333.2689, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8949 (0.8682637478559072) | > loader_time: 0.0099 (0.010357477282749786)  --> TIME: 2025-05-12 09:07:42 -- STEP: 312/725 -- GLOBAL_STEP: 421000 | > loss_disc: 2.197554349899292 (2.2032311589289924) | > loss_disc_real_0: 0.10523740947246552 (0.133606146185253) | > loss_disc_real_1: 0.16275270283222198 (0.19056100875903403) | > loss_disc_real_2: 0.1821957379579544 (0.18978640160117388) | > loss_disc_real_3: 0.1959545612335205 (0.20613672498327043) | > loss_disc_real_4: 0.19376075267791748 (0.1948188696629726) | > loss_disc_real_5: 0.22789594531059265 (0.20840154416286027) | > loss_0: 2.197554349899292 (2.2032311589289924) | > grad_norm_0: tensor(14.1027, device='cuda:0') (tensor(20.3763, device='cuda:0')) | > loss_gen: 2.6127254962921143 (2.765612265238396) | > loss_kl: 1.7174577713012695 (1.7006640942432942) | > loss_feat: 7.880434513092041 (8.320853888988497) | > loss_mel: 11.980875015258789 (12.840332492803919) | > loss_duration: 1.6524649858474731 (1.6610790743277624) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.84395980834961 (27.288541714350384) | > grad_norm_1: tensor(309.0550, device='cuda:0') (tensor(336.2496, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8449 (0.8668177700959717) | > loader_time: 0.01 (0.010303554626611568) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_421000.pth  --> TIME: 2025-05-12 09:08:29 -- STEP: 362/725 -- GLOBAL_STEP: 421050 | > loss_disc: 2.15033221244812 (2.203632346503641) | > loss_disc_real_0: 0.09851642698049545 (0.133674105701361) | > loss_disc_real_1: 0.18370583653450012 (0.1904844480324846) | > loss_disc_real_2: 0.18886317312717438 (0.18989626194726045) | > loss_disc_real_3: 0.2084144502878189 (0.20613347607258284) | > loss_disc_real_4: 0.18122753500938416 (0.19522521784786362) | > loss_disc_real_5: 0.17873242497444153 (0.208190168176896) | > loss_0: 2.15033221244812 (2.203632346503641) | > grad_norm_0: tensor(18.3760, device='cuda:0') (tensor(21.1080, device='cuda:0')) | > loss_gen: 2.9568207263946533 (2.7680405819613645) | > loss_kl: 1.7327260971069336 (1.6990607334763965) | > loss_feat: 9.120052337646484 (8.312374175582805) | > loss_mel: 12.802287101745605 (12.83457346120592) | > loss_duration: 1.60757577419281 (1.6600404151236814) | > amp_scaler: 64.0 (64.0) | > loss_1: 28.219463348388672 (27.27408930741621) | > grad_norm_1: tensor(509.6159, device='cuda:0') (tensor(346.8925, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8576 (0.8670931376146347) | > loader_time: 0.0099 (0.010302060875444781)  --> TIME: 2025-05-12 09:09:13 -- STEP: 412/725 -- GLOBAL_STEP: 421100 | > loss_disc: 2.3779962062835693 (2.2016900682333596) | > loss_disc_real_0: 0.1656123399734497 (0.13388776817151082) | > loss_disc_real_1: 0.2295956015586853 (0.19053348880803708) | > loss_disc_real_2: 0.23116642236709595 (0.18954913665368725) | > loss_disc_real_3: 0.23970170319080353 (0.20599073421173889) | > loss_disc_real_4: 0.22488591074943542 (0.19513070500157412) | > loss_disc_real_5: 0.22601093351840973 (0.20765960968813849) | > loss_0: 2.3779962062835693 (2.2016900682333596) | > grad_norm_0: tensor(21.3272, device='cuda:0') (tensor(21.5413, device='cuda:0')) | > loss_gen: 2.5163137912750244 (2.772279400848649) | > loss_kl: 1.8541756868362427 (1.7000831692542844) | > loss_feat: 6.551770210266113 (8.317692056442922) | > loss_mel: 10.9431791305542 (12.865036684332543) | > loss_duration: 1.6678166389465332 (1.6606391775376588) | > amp_scaler: 64.0 (64.0) | > loss_1: 23.533254623413086 (27.315730405085294) | > grad_norm_1: tensor(373.4174, device='cuda:0') (tensor(353.4631, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8893 (0.8668614706946807) | > loader_time: 0.0112 (0.01029376150334923)  --> TIME: 2025-05-12 09:09:57 -- STEP: 462/725 -- GLOBAL_STEP: 421150 | > loss_disc: 2.247739791870117 (2.2014572163680945) | > loss_disc_real_0: 0.12974894046783447 (0.13382064368882235) | > loss_disc_real_1: 0.19546349346637726 (0.19041168186571697) | > loss_disc_real_2: 0.1990358680486679 (0.18949892207399596) | > loss_disc_real_3: 0.2131974846124649 (0.20571584183545347) | > loss_disc_real_4: 0.21994182467460632 (0.19495010604977092) | > loss_disc_real_5: 0.18274390697479248 (0.2079249443365382) | > loss_0: 2.247739791870117 (2.2014572163680945) | > grad_norm_0: tensor(8.2293, device='cuda:0') (tensor(21.0124, device='cuda:0')) | > loss_gen: 2.6438188552856445 (2.770950952133576) | > loss_kl: 1.8100215196609497 (1.700174162656198) | > loss_feat: 7.69789981842041 (8.31798173029185) | > loss_mel: 11.825600624084473 (12.865129194218358) | > loss_duration: 1.688289761543274 (1.6603694054987523) | > amp_scaler: 64.0 (64.0) | > loss_1: 25.665630340576172 (27.314605399127647) | > grad_norm_1: tensor(157.1978, device='cuda:0') (tensor(344.6509, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8105 (0.8664152245500902) | > loader_time: 0.0097 (0.0102518621461216)  --> TIME: 2025-05-12 09:10:40 -- STEP: 512/725 -- GLOBAL_STEP: 421200 | > loss_disc: 2.2135589122772217 (2.2009122532326746) | > loss_disc_real_0: 0.1668764054775238 (0.13370273943291983) | > loss_disc_real_1: 0.18340030312538147 (0.19016494663083) | > loss_disc_real_2: 0.1862177550792694 (0.18921806028811267) | > loss_disc_real_3: 0.1928752064704895 (0.20569638503366156) | > loss_disc_real_4: 0.19048786163330078 (0.19502150401240215) | > loss_disc_real_5: 0.21542319655418396 (0.20831991086015478) | > loss_0: 2.2135589122772217 (2.2009122532326746) | > grad_norm_0: tensor(22.3764, device='cuda:0') (tensor(20.5135, device='cuda:0')) | > loss_gen: 2.6825835704803467 (2.769506115466357) | > loss_kl: 1.7752938270568848 (1.7012212902773172) | > loss_feat: 7.500929355621338 (8.320076581090682) | > loss_mel: 12.565217018127441 (12.879876263439655) | > loss_duration: 1.62102210521698 (1.6609555375762284) | > amp_scaler: 128.0 (70.25) | > loss_1: 26.145044326782227 (27.331635747104883) | > grad_norm_1: tensor(261.2746, device='cuda:0') (tensor(334.1212, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8563 (0.865673264954239) | > loader_time: 0.0099 (0.010228872299194336)  --> TIME: 2025-05-12 09:11:24 -- STEP: 562/725 -- GLOBAL_STEP: 421250 | > loss_disc: 2.169851779937744 (2.2002958905654464) | > loss_disc_real_0: 0.17458409070968628 (0.1340481312912343) | > loss_disc_real_1: 0.22254179418087006 (0.18994510062436618) | > loss_disc_real_2: 0.18645592033863068 (0.18901659511162303) | > loss_disc_real_3: 0.19131632149219513 (0.20569770719551111) | > loss_disc_real_4: 0.20871473848819733 (0.19468688834922593) | > loss_disc_real_5: 0.21735608577728271 (0.20848434765780097) | > loss_0: 2.169851779937744 (2.2002958905654464) | > grad_norm_0: tensor(23.9726, device='cuda:0') (tensor(20.4820, device='cuda:0')) | > loss_gen: 2.866152286529541 (2.771095049338834) | > loss_kl: 1.7974042892456055 (1.7066887725290452) | > loss_feat: 8.105412483215332 (8.322991314307645) | > loss_mel: 12.884684562683105 (12.88232147311825) | > loss_duration: 1.6255402565002441 (1.6608818576429243) | > amp_scaler: 128.0 (75.38790035587185) | > loss_1: 27.279193878173828 (27.343978450815868) | > grad_norm_1: tensor(328.9517, device='cuda:0') (tensor(332.3333, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.9073 (0.8654127273695322) | > loader_time: 0.0097 (0.010215440254618686)  --> TIME: 2025-05-12 09:12:08 -- STEP: 612/725 -- GLOBAL_STEP: 421300 | > loss_disc: 2.1492159366607666 (2.19968935496667) | > loss_disc_real_0: 0.13568449020385742 (0.13398371231468292) | > loss_disc_real_1: 0.18507209420204163 (0.18990604262920763) | > loss_disc_real_2: 0.1792372167110443 (0.18895197362681634) | > loss_disc_real_3: 0.21588993072509766 (0.20549978892885) | > loss_disc_real_4: 0.16789843142032623 (0.19447120430033188) | > loss_disc_real_5: 0.20125921070575714 (0.20847038992869307) | > loss_0: 2.1492159366607666 (2.19968935496667) | > grad_norm_0: tensor(26.4958, device='cuda:0') (tensor(20.5558, device='cuda:0')) | > loss_gen: 3.0528388023376465 (2.7714220764590243) | > loss_kl: 1.762093424797058 (1.7063580731940424) | > loss_feat: 8.665582656860352 (8.31635264010211) | > loss_mel: 14.252264976501465 (12.878578784419036) | > loss_duration: 1.58436918258667 (1.6604888121676609) | > amp_scaler: 128.0 (79.6862745098039) | > loss_1: 29.317150115966797 (27.333200376797333) | > grad_norm_1: tensor(229.3585, device='cuda:0') (tensor(333.5114, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8338 (0.865573924351362) | > loader_time: 0.0093 (0.010189581930247783)  --> TIME: 2025-05-12 09:12:52 -- STEP: 662/725 -- GLOBAL_STEP: 421350 | > loss_disc: 2.3550543785095215 (2.199980357802527) | > loss_disc_real_0: 0.16488106548786163 (0.13411190666911119) | > loss_disc_real_1: 0.23786233365535736 (0.18984006554608618) | > loss_disc_real_2: 0.21500897407531738 (0.18898658353126313) | > loss_disc_real_3: 0.24580280482769012 (0.2056407173954828) | > loss_disc_real_4: 0.23309548199176788 (0.1945665977962787) | > loss_disc_real_5: 0.233084037899971 (0.20860074831910003) | > loss_0: 2.3550543785095215 (2.199980357802527) | > grad_norm_0: tensor(39.9264, device='cuda:0') (tensor(20.7285, device='cuda:0')) | > loss_gen: 2.7391738891601562 (2.7718704618356025) | > loss_kl: 1.7146421670913696 (1.7073866242368416) | > loss_feat: 7.537062168121338 (8.31511086279532) | > loss_mel: 11.9507474899292 (12.879213258218904) | > loss_duration: 1.663999319076538 (1.6609270037841228) | > amp_scaler: 128.0 (83.3353474320242) | > loss_1: 25.60562515258789 (27.33450819286334) | > grad_norm_1: tensor(480.3005, device='cuda:0') (tensor(335.8259, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.8833 (0.8651555236372704) | > loader_time: 0.0126 (0.010205292629691404)  --> TIME: 2025-05-12 09:13:36 -- STEP: 712/725 -- GLOBAL_STEP: 421400 | > loss_disc: 2.2976455688476562 (2.1992991126320334) | > loss_disc_real_0: 0.0961349830031395 (0.13404136583250906) | > loss_disc_real_1: 0.18576574325561523 (0.189745183259751) | > loss_disc_real_2: 0.19806790351867676 (0.18891417287457532) | > loss_disc_real_3: 0.20916251838207245 (0.20552125882901504) | > loss_disc_real_4: 0.1668098270893097 (0.19456366644230444) | > loss_disc_real_5: 0.2081293761730194 (0.20844619091223465) | > loss_0: 2.2976455688476562 (2.1992991126320334) | > grad_norm_0: tensor(25.4281, device='cuda:0') (tensor(20.9500, device='cuda:0')) | > loss_gen: 2.6620476245880127 (2.7741231653797507) | > loss_kl: 1.7686008214950562 (1.7070159394754452) | > loss_feat: 8.225553512573242 (8.324278880371141) | > loss_mel: 12.437134742736816 (12.886091390352565) | > loss_duration: 1.6404240131378174 (1.6605739188328223) | > amp_scaler: 128.0 (86.4719101123596) | > loss_1: 26.733762741088867 (27.352083270469397) | > grad_norm_1: tensor(389.0768, device='cuda:0') (tensor(340.4624, device='cuda:0')) | > current_lr_0: 0.00018748302859407858 | > current_lr_1: 0.00018748302859407858 | > step_time: 0.825 (0.8657411845882289) | > loader_time: 0.0097 (0.010204224439149489)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.255319833755493 (2.255319833755493) | > loss_disc_real_0: 0.19053971767425537 (0.19053971767425537) | > loss_disc_real_1: 0.20597140491008759 (0.20597140491008759) | > loss_disc_real_2: 0.19323904812335968 (0.19323904812335968) | > loss_disc_real_3: 0.25151392817497253 (0.25151392817497253) | > loss_disc_real_4: 0.2653108537197113 (0.2653108537197113) | > loss_disc_real_5: 0.27627018094062805 (0.27627018094062805) | > loss_0: 2.255319833755493 (2.255319833755493) | > loss_gen: 3.217708110809326 (3.217708110809326) | > loss_kl: 2.230764865875244 (2.230764865875244) | > loss_feat: 8.447064399719238 (8.447064399719238) | > loss_mel: 13.597347259521484 (13.597347259521484) | > loss_duration: 1.7341842651367188 (1.7341842651367188) | > loss_1: 29.227069854736328 (29.227069854736328)  --> STEP: 1 | > loss_disc: 2.268444061279297 (2.268444061279297) | > loss_disc_real_0: 0.18115730583667755 (0.18115730583667755) | > loss_disc_real_1: 0.1900601089000702 (0.1900601089000702) | > loss_disc_real_2: 0.19358858466148376 (0.19358858466148376) | > loss_disc_real_3: 0.22819803655147552 (0.22819803655147552) | > loss_disc_real_4: 0.2882830798625946 (0.2882830798625946) | > loss_disc_real_5: 0.24929924309253693 (0.24929924309253693) | > loss_0: 2.268444061279297 (2.268444061279297) | > loss_gen: 3.0811266899108887 (3.0811266899108887) | > loss_kl: 2.2087466716766357 (2.2087466716766357) | > loss_feat: 8.530660629272461 (8.530660629272461) | > loss_mel: 13.630485534667969 (13.630485534667969) | > loss_duration: 1.8490936756134033 (1.8490936756134033) | > loss_1: 29.300113677978516 (29.300113677978516)  --> STEP: 2 | > loss_disc: 2.305576801300049 (2.287010431289673) | > loss_disc_real_0: 0.20870837569236755 (0.19493284076452255) | > loss_disc_real_1: 0.20492158830165863 (0.1974908486008644) | > loss_disc_real_2: 0.19185781478881836 (0.19272319972515106) | > loss_disc_real_3: 0.24159079790115356 (0.23489441722631454) | > loss_disc_real_4: 0.27677488327026367 (0.28252898156642914) | > loss_disc_real_5: 0.23515741527080536 (0.24222832918167114) | > loss_0: 2.305576801300049 (2.287010431289673) | > loss_gen: 2.9999067783355713 (3.04051673412323) | > loss_kl: 2.184540271759033 (2.1966434717178345) | > loss_feat: 7.245791912078857 (7.888226270675659) | > loss_mel: 12.281513214111328 (12.955999374389648) | > loss_duration: 1.8909807205200195 (1.8700371980667114) | > loss_1: 26.602733612060547 (27.95142364501953)  --> STEP: 3 | > loss_disc: 2.277453899383545 (2.283824920654297) | > loss_disc_real_0: 0.18160469830036163 (0.19049012660980225) | > loss_disc_real_1: 0.19831570982933044 (0.19776580234368643) | > loss_disc_real_2: 0.19459958374500275 (0.19334866106510162) | > loss_disc_real_3: 0.24388810992240906 (0.23789231479167938) | > loss_disc_real_4: 0.3066667914390564 (0.29057491819063824) | > loss_disc_real_5: 0.25987881422042847 (0.24811182419459024) | > loss_0: 2.277453899383545 (2.283824920654297) | > loss_gen: 3.1421093940734863 (3.074380954106649) | > loss_kl: 2.0929808616638184 (2.1620892683664956) | > loss_feat: 8.301665306091309 (8.026039282480875) | > loss_mel: 12.637600898742676 (12.84986654917399) | > loss_duration: 1.8556280136108398 (1.865234136581421) | > loss_1: 28.029983520507812 (27.977610270182293)  --> STEP: 4 | > loss_disc: 2.148512601852417 (2.249996840953827) | > loss_disc_real_0: 0.1857200711965561 (0.1892976127564907) | > loss_disc_real_1: 0.17005649209022522 (0.19083847478032112) | > loss_disc_real_2: 0.1584571897983551 (0.184625793248415) | > loss_disc_real_3: 0.24347007274627686 (0.23928675428032875) | > loss_disc_real_4: 0.2635691165924072 (0.2838234677910805) | > loss_disc_real_5: 0.2766876518726349 (0.2552557811141014) | > loss_0: 2.148512601852417 (2.249996840953827) | > loss_gen: 3.2029099464416504 (3.106513202190399) | > loss_kl: 1.9522218704223633 (2.1096224188804626) | > loss_feat: 9.040336608886719 (8.279613614082336) | > loss_mel: 13.780625343322754 (13.082556247711182) | > loss_duration: 1.7970495223999023 (1.8481879830360413) | > loss_1: 29.773143768310547 (28.426493644714355) --> EVAL PERFORMANCE | > avg_loader_time: 0.32529741525650024 (+0.0015219449996948242) | > avg_loss_disc: 2.249996840953827 (-0.06049877405166626) | > avg_loss_disc_real_0: 0.1892976127564907 (-0.002857685089111328) | > avg_loss_disc_real_1: 0.19083847478032112 (+0.013220101594924927) | > avg_loss_disc_real_2: 0.184625793248415 (-0.03432377055287361) | > avg_loss_disc_real_3: 0.23928675428032875 (-0.022966142743825912) | > avg_loss_disc_real_4: 0.2838234677910805 (+0.030410408973693848) | > avg_loss_disc_real_5: 0.2552557811141014 (+0.009141404181718826) | > avg_loss_0: 2.249996840953827 (-0.06049877405166626) | > avg_loss_gen: 3.106513202190399 (+0.21404188871383667) | > avg_loss_kl: 2.1096224188804626 (+0.06511935591697693) | > avg_loss_feat: 8.279613614082336 (+0.4468038082122803) | > avg_loss_mel: 13.082556247711182 (+0.24677252769470215) | > avg_loss_duration: 1.8481879830360413 (+0.0015369653701782227) | > avg_loss_1: 28.426493644714355 (+0.9742746353149414)  > EPOCH: 518/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 09:13:54)   --> TIME: 2025-05-12 09:14:29 -- STEP: 37/725 -- GLOBAL_STEP: 421450 | > loss_disc: 2.065568447113037 (2.1742425480404415) | > loss_disc_real_0: 0.1218433529138565 (0.12684391318140809) | > loss_disc_real_1: 0.16056348383426666 (0.18866091161160856) | > loss_disc_real_2: 0.16921643912792206 (0.19133739576146408) | > loss_disc_real_3: 0.18540622293949127 (0.2063509697044218) | > loss_disc_real_4: 0.20246876776218414 (0.19182860972108068) | > loss_disc_real_5: 0.18416728079319 (0.20495121382378242) | > loss_0: 2.065568447113037 (2.1742425480404415) | > grad_norm_0: tensor(8.0718, device='cuda:0') (tensor(18.2157, device='cuda:0')) | > loss_gen: 2.855353832244873 (2.801562567014952) | > loss_kl: 1.6858186721801758 (1.7201471393172805) | > loss_feat: 9.612656593322754 (8.572497393633869) | > loss_mel: 13.218626976013184 (13.190541499369854) | > loss_duration: 1.6619861125946045 (1.6573977438179222) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.034440994262695 (27.942146198169606) | > grad_norm_1: tensor(365.9656, device='cuda:0') (tensor(349.8804, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8811 (0.8659491732313827) | > loader_time: 0.0105 (0.010433938052203206)  --> TIME: 2025-05-12 09:15:13 -- STEP: 87/725 -- GLOBAL_STEP: 421500 | > loss_disc: 2.177072525024414 (2.197951741602229) | > loss_disc_real_0: 0.11894767731428146 (0.13160180223399204) | > loss_disc_real_1: 0.18901897966861725 (0.18995319323978205) | > loss_disc_real_2: 0.18512201309204102 (0.1910361342731563) | > loss_disc_real_3: 0.18829675018787384 (0.2058827786267489) | > loss_disc_real_4: 0.19667480885982513 (0.19445842298968086) | > loss_disc_real_5: 0.20415955781936646 (0.2086032707800811) | > loss_0: 2.177072525024414 (2.197951741602229) | > grad_norm_0: tensor(16.9874, device='cuda:0') (tensor(19.2281, device='cuda:0')) | > loss_gen: 2.7365529537200928 (2.7605954614178896) | > loss_kl: 1.7309727668762207 (1.7111023801496659) | > loss_feat: 8.348085403442383 (8.323511540204626) | > loss_mel: 13.396093368530273 (12.861228745559163) | > loss_duration: 1.6356723308563232 (1.6584251995744377) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.847375869750977 (27.314863314573792) | > grad_norm_1: tensor(460.6472, device='cuda:0') (tensor(350.8666, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8393 (0.8676426575101656) | > loader_time: 0.0094 (0.0104439368193177)  --> TIME: 2025-05-12 09:15:57 -- STEP: 137/725 -- GLOBAL_STEP: 421550 | > loss_disc: 2.176713466644287 (2.1870528990334837) | > loss_disc_real_0: 0.12621359527111053 (0.13111813725346197) | > loss_disc_real_1: 0.1721724420785904 (0.18862217316662308) | > loss_disc_real_2: 0.162863627076149 (0.18919215302397732) | > loss_disc_real_3: 0.2274763584136963 (0.20503048729287446) | > loss_disc_real_4: 0.19427590072155 (0.1934368634310952) | > loss_disc_real_5: 0.2278793752193451 (0.20800555187420255) | > loss_0: 2.176713466644287 (2.1870528990334837) | > grad_norm_0: tensor(21.4911, device='cuda:0') (tensor(20.5985, device='cuda:0')) | > loss_gen: 2.8224215507507324 (2.779138293579548) | > loss_kl: 1.785782814025879 (1.7165733210361787) | > loss_feat: 9.255341529846191 (8.429037595317308) | > loss_mel: 13.503082275390625 (12.96635922898341) | > loss_duration: 1.6332852840423584 (1.6582828264166838) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.999914169311523 (27.54939123835877) | > grad_norm_1: tensor(298.1866, device='cuda:0') (tensor(359.5341, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8309 (0.8664505290288995) | > loader_time: 0.0092 (0.010342874666200067)  --> TIME: 2025-05-12 09:16:41 -- STEP: 187/725 -- GLOBAL_STEP: 421600 | > loss_disc: 2.266160249710083 (2.194745326424664) | > loss_disc_real_0: 0.18729160726070404 (0.13266209082648084) | > loss_disc_real_1: 0.1928553581237793 (0.1896126736453511) | > loss_disc_real_2: 0.19895844161510468 (0.18979447315083467) | > loss_disc_real_3: 0.19714896380901337 (0.20581895702662956) | > loss_disc_real_4: 0.19892458617687225 (0.19375612598689498) | > loss_disc_real_5: 0.21305517852306366 (0.2078105795351579) | > loss_0: 2.266160249710083 (2.194745326424664) | > grad_norm_0: tensor(29.8192, device='cuda:0') (tensor(21.1647, device='cuda:0')) | > loss_gen: 2.6955723762512207 (2.769206405323458) | > loss_kl: 1.681958556175232 (1.7038195604946524) | > loss_feat: 7.216207504272461 (8.351950173709474) | > loss_mel: 12.23836898803711 (12.924969362065111) | > loss_duration: 1.6750726699829102 (1.6601324336414032) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.507179260253906 (27.410077834511828) | > grad_norm_1: tensor(116.0106, device='cuda:0') (tensor(360.7857, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8552 (0.865593846469002) | > loader_time: 0.0104 (0.010365080705938487)  --> TIME: 2025-05-12 09:17:25 -- STEP: 237/725 -- GLOBAL_STEP: 421650 | > loss_disc: 2.1283655166625977 (2.197586596766603) | > loss_disc_real_0: 0.11842283606529236 (0.13312141738737696) | > loss_disc_real_1: 0.19802701473236084 (0.18983276961724976) | > loss_disc_real_2: 0.20766574144363403 (0.18970784205424635) | > loss_disc_real_3: 0.20896956324577332 (0.20584882160782314) | > loss_disc_real_4: 0.19236455857753754 (0.19378852768789376) | > loss_disc_real_5: 0.22047969698905945 (0.20889963857232266) | > loss_0: 2.1283655166625977 (2.197586596766603) | > grad_norm_0: tensor(20.4830, device='cuda:0') (tensor(20.8135, device='cuda:0')) | > loss_gen: 2.840719223022461 (2.7664807768310684) | > loss_kl: 1.8600929975509644 (1.710709059288733) | > loss_feat: 8.708318710327148 (8.344335731071753) | > loss_mel: 13.368881225585938 (12.911898572736648) | > loss_duration: 1.6448365449905396 (1.6600859280879992) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.422849655151367 (27.393509973453575) | > grad_norm_1: tensor(185.3827, device='cuda:0') (tensor(353.3843, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8465 (0.8666146737110766) | > loader_time: 0.0101 (0.010403230723449446)  --> TIME: 2025-05-12 09:18:10 -- STEP: 287/725 -- GLOBAL_STEP: 421700 | > loss_disc: 2.2415809631347656 (2.1978755084479715) | > loss_disc_real_0: 0.14166975021362305 (0.1334816481178231) | > loss_disc_real_1: 0.18542084097862244 (0.19007389055311893) | > loss_disc_real_2: 0.1925804167985916 (0.18986443469125638) | > loss_disc_real_3: 0.21680957078933716 (0.2059859665636402) | > loss_disc_real_4: 0.21017976105213165 (0.193871694678629) | > loss_disc_real_5: 0.25016966462135315 (0.20826252573250895) | > loss_0: 2.2415809631347656 (2.1978755084479715) | > grad_norm_0: tensor(38.6129, device='cuda:0') (tensor(21.1786, device='cuda:0')) | > loss_gen: 2.759711265563965 (2.769688097857433) | > loss_kl: 1.6184011697769165 (1.7156856467084187) | > loss_feat: 8.132932662963867 (8.331184569966913) | > loss_mel: 12.556880950927734 (12.89396092949843) | > loss_duration: 1.6632579565048218 (1.6596461330972068) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.731185913085938 (27.37016526331885) | > grad_norm_1: tensor(587.1160, device='cuda:0') (tensor(359.2722, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8308 (0.8683480418932978) | > loader_time: 0.0105 (0.010419769154193088)  --> TIME: 2025-05-12 09:18:54 -- STEP: 337/725 -- GLOBAL_STEP: 421750 | > loss_disc: 2.2283735275268555 (2.1980576773425584) | > loss_disc_real_0: 0.11526864767074585 (0.13411108616640027) | > loss_disc_real_1: 0.1833505630493164 (0.18998907356127792) | > loss_disc_real_2: 0.18028445541858673 (0.18952874326387573) | > loss_disc_real_3: 0.23290210962295532 (0.20574397662273147) | > loss_disc_real_4: 0.186611145734787 (0.19401356312570678) | > loss_disc_real_5: 0.2522120773792267 (0.20785042254436617) | > loss_0: 2.2283735275268555 (2.1980576773425584) | > grad_norm_0: tensor(22.7928, device='cuda:0') (tensor(22.0002, device='cuda:0')) | > loss_gen: 2.837252616882324 (2.7729615323267636) | > loss_kl: 1.6066056489944458 (1.7133718400043967) | > loss_feat: 7.847293376922607 (8.313124134561766) | > loss_mel: 12.578452110290527 (12.876292916362996) | > loss_duration: 1.648639440536499 (1.659638426424134) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.518245697021484 (27.335388760892148) | > grad_norm_1: tensor(515.6971, device='cuda:0') (tensor(371.3437, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.9014 (0.8678204270427942) | > loader_time: 0.0102 (0.010330609822485496)  --> TIME: 2025-05-12 09:19:38 -- STEP: 387/725 -- GLOBAL_STEP: 421800 | > loss_disc: 2.2067692279815674 (2.195528145600353) | > loss_disc_real_0: 0.1526855230331421 (0.13407768488161326) | > loss_disc_real_1: 0.20242030918598175 (0.19007988994127717) | > loss_disc_real_2: 0.20335641503334045 (0.18903012539065162) | > loss_disc_real_3: 0.20090359449386597 (0.20544404342038994) | > loss_disc_real_4: 0.2454286813735962 (0.1939717831152664) | > loss_disc_real_5: 0.20492881536483765 (0.20739021269696012) | > loss_0: 2.2067692279815674 (2.195528145600353) | > grad_norm_0: tensor(32.3053, device='cuda:0') (tensor(22.5870, device='cuda:0')) | > loss_gen: 2.8570847511291504 (2.776596588681834) | > loss_kl: 1.7404330968856812 (1.7116020640661544) | > loss_feat: 8.338480949401855 (8.336232975163801) | > loss_mel: 13.619487762451172 (12.90805102257149) | > loss_duration: 1.7295773029327393 (1.6598888293717258) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.285064697265625 (27.39237139206524) | > grad_norm_1: tensor(468.1653, device='cuda:0') (tensor(376.2527, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8827 (0.867721874276489) | > loader_time: 0.0107 (0.010320344328572276)  --> TIME: 2025-05-12 09:20:22 -- STEP: 437/725 -- GLOBAL_STEP: 421850 | > loss_disc: 2.0660319328308105 (2.1950627464451573) | > loss_disc_real_0: 0.12965942919254303 (0.13410965104329511) | > loss_disc_real_1: 0.17252370715141296 (0.18997335307794527) | > loss_disc_real_2: 0.16873358190059662 (0.18899528296915835) | > loss_disc_real_3: 0.18073929846286774 (0.20540670426541116) | > loss_disc_real_4: 0.1717367172241211 (0.19376910708043357) | > loss_disc_real_5: 0.2371743768453598 (0.20746876084559024) | > loss_0: 2.0660319328308105 (2.1950627464451573) | > grad_norm_0: tensor(37.1220, device='cuda:0') (tensor(22.3803, device='cuda:0')) | > loss_gen: 2.8829610347747803 (2.7748511306753962) | > loss_kl: 1.8014758825302124 (1.7094875718690705) | > loss_feat: 9.216367721557617 (8.332398475716793) | > loss_mel: 13.80655574798584 (12.89522534595201) | > loss_duration: 1.6306533813476562 (1.659551479723688) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.3380126953125 (27.371513916644133) | > grad_norm_1: tensor(491.4244, device='cuda:0') (tensor(373.4551, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8989 (0.8671683943244358) | > loader_time: 0.0109 (0.010301103853797476)  --> TIME: 2025-05-12 09:21:06 -- STEP: 487/725 -- GLOBAL_STEP: 421900 | > loss_disc: 2.1530683040618896 (2.1963346939556927) | > loss_disc_real_0: 0.11561566591262817 (0.13403404770262195) | > loss_disc_real_1: 0.17121286690235138 (0.19015486134518347) | > loss_disc_real_2: 0.20349274575710297 (0.1891650757628055) | > loss_disc_real_3: 0.17915411293506622 (0.20533659631956286) | > loss_disc_real_4: 0.18852472305297852 (0.194059309253213) | > loss_disc_real_5: 0.1778375506401062 (0.20742402759665582) | > loss_0: 2.1530683040618896 (2.1963346939556927) | > grad_norm_0: tensor(23.9832, device='cuda:0') (tensor(22.2605, device='cuda:0')) | > loss_gen: 2.7135512828826904 (2.774002924102532) | > loss_kl: 1.5564734935760498 (1.7092137995197048) | > loss_feat: 9.1552734375 (8.333518275000463) | > loss_mel: 13.143645286560059 (12.909075020275074) | > loss_duration: 1.6408584117889404 (1.659790103195629) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.209800720214844 (27.385600056736376) | > grad_norm_1: tensor(530.0899, device='cuda:0') (tensor(371.8589, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8344 (0.8670283068866456) | > loader_time: 0.0114 (0.010332000329019597)  --> TIME: 2025-05-12 09:21:50 -- STEP: 537/725 -- GLOBAL_STEP: 421950 | > loss_disc: 2.2119622230529785 (2.1982343498776986) | > loss_disc_real_0: 0.13779325783252716 (0.1345380462525722) | > loss_disc_real_1: 0.20394966006278992 (0.19041211559008844) | > loss_disc_real_2: 0.19719237089157104 (0.18927682581005595) | > loss_disc_real_3: 0.23101738095283508 (0.20519099910388) | > loss_disc_real_4: 0.20230744779109955 (0.1939260649392504) | > loss_disc_real_5: 0.1941331923007965 (0.20748530702883974) | > loss_0: 2.2119622230529785 (2.1982343498776986) | > grad_norm_0: tensor(13.4586, device='cuda:0') (tensor(22.2557, device='cuda:0')) | > loss_gen: 2.7513322830200195 (2.7711211649399226) | > loss_kl: 1.7280598878860474 (1.711332504531746) | > loss_feat: 8.522200584411621 (8.31582908346221) | > loss_mel: 13.224956512451172 (12.908999675701002) | > loss_duration: 1.6798040866851807 (1.6602481128561208) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.90635108947754 (27.36753048177538) | > grad_norm_1: tensor(385.5577, device='cuda:0') (tensor(366.5542, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8665 (0.8667802570918418) | > loader_time: 0.0094 (0.010321934129938735)  --> TIME: 2025-05-12 09:22:34 -- STEP: 587/725 -- GLOBAL_STEP: 422000 | > loss_disc: 2.1483287811279297 (2.1995226236177694) | > loss_disc_real_0: 0.10893325507640839 (0.13479110901918293) | > loss_disc_real_1: 0.17791813611984253 (0.19051650476211998) | > loss_disc_real_2: 0.21389509737491608 (0.18920782152595064) | > loss_disc_real_3: 0.23005108535289764 (0.20514835196418696) | > loss_disc_real_4: 0.2449328899383545 (0.19420961060861122) | > loss_disc_real_5: 0.1924864798784256 (0.20778240146689758) | > loss_0: 2.1483287811279297 (2.1995226236177694) | > grad_norm_0: tensor(24.1325, device='cuda:0') (tensor(22.2021, device='cuda:0')) | > loss_gen: 2.700772762298584 (2.768322021429137) | > loss_kl: 1.7397934198379517 (1.7113440889719196) | > loss_feat: 8.448263168334961 (8.305037796598873) | > loss_mel: 13.971902847290039 (12.908532397710484) | > loss_duration: 1.6304830312728882 (1.6596443531257326) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.4912166595459 (27.35288058838203) | > grad_norm_1: tensor(428.7853, device='cuda:0') (tensor(362.7495, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.855 (0.8663309343425745) | > loader_time: 0.0097 (0.010317693983269713) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_422000.pth  --> TIME: 2025-05-12 09:23:20 -- STEP: 637/725 -- GLOBAL_STEP: 422050 | > loss_disc: 2.2627475261688232 (2.199462212797613) | > loss_disc_real_0: 0.16618432104587555 (0.1350935220578029) | > loss_disc_real_1: 0.18896417319774628 (0.1904055540986488) | > loss_disc_real_2: 0.17854832112789154 (0.18906706124778067) | > loss_disc_real_3: 0.22420023381710052 (0.20512491803809274) | > loss_disc_real_4: 0.20043118298053741 (0.19417655926484345) | > loss_disc_real_5: 0.2304045557975769 (0.20760672316072118) | > loss_0: 2.2627475261688232 (2.199462212797613) | > grad_norm_0: tensor(15.3207, device='cuda:0') (tensor(22.1208, device='cuda:0')) | > loss_gen: 2.5957069396972656 (2.767339265140669) | > loss_kl: 1.6406276226043701 (1.7083171407693596) | > loss_feat: 7.40071439743042 (8.301560996278669) | > loss_mel: 11.364814758300781 (12.896671194858039) | > loss_duration: 1.646350383758545 (1.6592849522969404) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.64821434020996 (27.33317349132975) | > grad_norm_1: tensor(238.2817, device='cuda:0') (tensor(361.3576, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8406 (0.8655915361371482) | > loader_time: 0.0105 (0.01033423721696743)  --> TIME: 2025-05-12 09:24:03 -- STEP: 687/725 -- GLOBAL_STEP: 422100 | > loss_disc: 2.2364330291748047 (2.1999151314536913) | > loss_disc_real_0: 0.16234056651592255 (0.13526200571435004) | > loss_disc_real_1: 0.1671692579984665 (0.1903794195280672) | > loss_disc_real_2: 0.1875862032175064 (0.18900306761438315) | > loss_disc_real_3: 0.1946231573820114 (0.20506622337531488) | > loss_disc_real_4: 0.16511321067810059 (0.19417609948952325) | > loss_disc_real_5: 0.20559749007225037 (0.20770425328868264) | > loss_0: 2.2364330291748047 (2.1999151314536913) | > grad_norm_0: tensor(8.4865, device='cuda:0') (tensor(21.9934, device='cuda:0')) | > loss_gen: 2.6723577976226807 (2.7651609742832304) | > loss_kl: 1.710288405418396 (1.7103560186022406) | > loss_feat: 7.940764904022217 (8.2906971685751) | > loss_mel: 11.6891450881958 (12.882567926265263) | > loss_duration: 1.6671593189239502 (1.6590913129859262) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.679716110229492 (27.30787334969644) | > grad_norm_1: tensor(231.2903, device='cuda:0') (tensor(359.1339, device='cuda:0')) | > current_lr_0: 0.00018745959321550432 | > current_lr_1: 0.00018745959321550432 | > step_time: 0.8569 (0.8647971847345388) | > loader_time: 0.0115 (0.010360111836262667)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4216060638427734 (2.4216060638427734) | > loss_disc_real_0: 0.11758483201265335 (0.11758483201265335) | > loss_disc_real_1: 0.20309527218341827 (0.20309527218341827) | > loss_disc_real_2: 0.231537863612175 (0.231537863612175) | > loss_disc_real_3: 0.2664279341697693 (0.2664279341697693) | > loss_disc_real_4: 0.32703888416290283 (0.32703888416290283) | > loss_disc_real_5: 0.24704508483409882 (0.24704508483409882) | > loss_0: 2.4216060638427734 (2.4216060638427734) | > loss_gen: 2.7359912395477295 (2.7359912395477295) | > loss_kl: 2.132845163345337 (2.132845163345337) | > loss_feat: 7.633046627044678 (7.633046627044678) | > loss_mel: 12.289223670959473 (12.289223670959473) | > loss_duration: 1.7366316318511963 (1.7366316318511963) | > loss_1: 26.52773666381836 (26.52773666381836)  --> STEP: 1 | > loss_disc: 2.2683606147766113 (2.2683606147766113) | > loss_disc_real_0: 0.1037130057811737 (0.1037130057811737) | > loss_disc_real_1: 0.19105759263038635 (0.19105759263038635) | > loss_disc_real_2: 0.21481731534004211 (0.21481731534004211) | > loss_disc_real_3: 0.2372642606496811 (0.2372642606496811) | > loss_disc_real_4: 0.3279373049736023 (0.3279373049736023) | > loss_disc_real_5: 0.22181831300258636 (0.22181831300258636) | > loss_0: 2.2683606147766113 (2.2683606147766113) | > loss_gen: 2.8928303718566895 (2.8928303718566895) | > loss_kl: 2.229520082473755 (2.229520082473755) | > loss_feat: 9.009574890136719 (9.009574890136719) | > loss_mel: 13.578400611877441 (13.578400611877441) | > loss_duration: 1.8654956817626953 (1.8654956817626953) | > loss_1: 29.575820922851562 (29.575820922851562)  --> STEP: 2 | > loss_disc: 2.2614433765411377 (2.2649019956588745) | > loss_disc_real_0: 0.10080598294734955 (0.10225949436426163) | > loss_disc_real_1: 0.19016817212104797 (0.19061288237571716) | > loss_disc_real_2: 0.2173951268196106 (0.21610622107982635) | > loss_disc_real_3: 0.23372119665145874 (0.23549272865056992) | > loss_disc_real_4: 0.2779778242111206 (0.30295756459236145) | > loss_disc_real_5: 0.2633317708969116 (0.242575041949749) | > loss_0: 2.2614433765411377 (2.2649019956588745) | > loss_gen: 2.929124355316162 (2.910977363586426) | > loss_kl: 2.1295156478881836 (2.1795178651809692) | > loss_feat: 9.033109664916992 (9.021342277526855) | > loss_mel: 14.35476303100586 (13.96658182144165) | > loss_duration: 1.886038064956665 (1.8757668733596802) | > loss_1: 30.332550048828125 (29.954185485839844)  --> STEP: 3 | > loss_disc: 2.2943592071533203 (2.274721066157023) | > loss_disc_real_0: 0.09945383667945862 (0.10132427513599396) | > loss_disc_real_1: 0.2091662436723709 (0.1967973361412684) | > loss_disc_real_2: 0.2272586077451706 (0.21982368330160776) | > loss_disc_real_3: 0.25851544737815857 (0.2431669682264328) | > loss_disc_real_4: 0.3046259582042694 (0.30351369579633075) | > loss_disc_real_5: 0.22040583193302155 (0.2351853052775065) | > loss_0: 2.2943592071533203 (2.274721066157023) | > loss_gen: 2.831078290939331 (2.8843443393707275) | > loss_kl: 2.055601119995117 (2.138212283452352) | > loss_feat: 7.927358627319336 (8.656681060791016) | > loss_mel: 12.918859481811523 (13.617341041564941) | > loss_duration: 1.8595833778381348 (1.8703723748524983) | > loss_1: 27.592479705810547 (29.166950225830078)  --> STEP: 4 | > loss_disc: 2.3846168518066406 (2.3021950125694275) | > loss_disc_real_0: 0.10294576734304428 (0.10172964818775654) | > loss_disc_real_1: 0.22893668711185455 (0.20483217388391495) | > loss_disc_real_2: 0.2255287617444992 (0.22124995291233063) | > loss_disc_real_3: 0.26564159989356995 (0.2487856261432171) | > loss_disc_real_4: 0.2624422609806061 (0.2932458370923996) | > loss_disc_real_5: 0.2569367289543152 (0.24062316119670868) | > loss_0: 2.3846168518066406 (2.3021950125694275) | > loss_gen: 2.643779993057251 (2.8242032527923584) | > loss_kl: 1.8286868333816528 (2.060830920934677) | > loss_feat: 6.929630756378174 (8.224918484687805) | > loss_mel: 13.1194486618042 (13.492867946624756) | > loss_duration: 1.7914354801177979 (1.8506381511688232) | > loss_1: 26.31298065185547 (28.453457832336426) --> EVAL PERFORMANCE | > avg_loader_time: 0.32998836040496826 (+0.004690945148468018) | > avg_loss_disc: 2.3021950125694275 (+0.052198171615600586) | > avg_loss_disc_real_0: 0.10172964818775654 (-0.08756796456873417) | > avg_loss_disc_real_1: 0.20483217388391495 (+0.013993699103593826) | > avg_loss_disc_real_2: 0.22124995291233063 (+0.036624159663915634) | > avg_loss_disc_real_3: 0.2487856261432171 (+0.009498871862888336) | > avg_loss_disc_real_4: 0.2932458370923996 (+0.009422369301319122) | > avg_loss_disc_real_5: 0.24062316119670868 (-0.01463261991739273) | > avg_loss_0: 2.3021950125694275 (+0.052198171615600586) | > avg_loss_gen: 2.8242032527923584 (-0.28230994939804077) | > avg_loss_kl: 2.060830920934677 (-0.04879149794578552) | > avg_loss_feat: 8.224918484687805 (-0.05469512939453125) | > avg_loss_mel: 13.492867946624756 (+0.4103116989135742) | > avg_loss_duration: 1.8506381511688232 (+0.0024501681327819824) | > avg_loss_1: 28.453457832336426 (+0.026964187622070312)  > EPOCH: 519/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 09:24:43)   --> TIME: 2025-05-12 09:24:55 -- STEP: 12/725 -- GLOBAL_STEP: 422150 | > loss_disc: 2.212749481201172 (2.2458075881004333) | > loss_disc_real_0: 0.14143714308738708 (0.13654672789076963) | > loss_disc_real_1: 0.20479370653629303 (0.19262971729040146) | > loss_disc_real_2: 0.17621564865112305 (0.1943154794474443) | > loss_disc_real_3: 0.2148006707429886 (0.21032744273543358) | > loss_disc_real_4: 0.18005652725696564 (0.1945499007900556) | > loss_disc_real_5: 0.2216937243938446 (0.21106690292557082) | > loss_0: 2.212749481201172 (2.2458075881004333) | > grad_norm_0: tensor(19.4732, device='cuda:0') (tensor(19.4691, device='cuda:0')) | > loss_gen: 2.8274099826812744 (2.699588100115458) | > loss_kl: 1.6300116777420044 (1.7598993082841237) | > loss_feat: 8.407015800476074 (8.020289977391561) | > loss_mel: 12.692968368530273 (12.786832729975382) | > loss_duration: 1.6772053241729736 (1.6578697462876637) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.23461151123047 (26.924479007720947) | > grad_norm_1: tensor(135.7392, device='cuda:0') (tensor(304.1647, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8387 (0.8379871646563212) | > loader_time: 0.0093 (0.01028349002202352)  --> TIME: 2025-05-12 09:25:39 -- STEP: 62/725 -- GLOBAL_STEP: 422200 | > loss_disc: 2.258286476135254 (2.205089126863788) | > loss_disc_real_0: 0.11870255321264267 (0.135722960796087) | > loss_disc_real_1: 0.19437086582183838 (0.19232795099096914) | > loss_disc_real_2: 0.17819127440452576 (0.19174655238466878) | > loss_disc_real_3: 0.20857620239257812 (0.20551840528365103) | > loss_disc_real_4: 0.17297208309173584 (0.19309873422307353) | > loss_disc_real_5: 0.20583881437778473 (0.20829522080959811) | > loss_0: 2.258286476135254 (2.205089126863788) | > grad_norm_0: tensor(21.6651, device='cuda:0') (tensor(22.3519, device='cuda:0')) | > loss_gen: 2.628932237625122 (2.7578075739645187) | > loss_kl: 1.7002112865447998 (1.7201545161585654) | > loss_feat: 7.206327438354492 (8.301321560336698) | > loss_mel: 11.086742401123047 (12.806556378641437) | > loss_duration: 1.7093398571014404 (1.6541167689907936) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.331554412841797 (27.239956732719175) | > grad_norm_1: tensor(455.7373, device='cuda:0') (tensor(362.3692, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.851 (0.85768041687627) | > loader_time: 0.0098 (0.010313580113072549)  --> TIME: 2025-05-12 09:26:23 -- STEP: 112/725 -- GLOBAL_STEP: 422250 | > loss_disc: 2.367178440093994 (2.1996286575283346) | > loss_disc_real_0: 0.15701298415660858 (0.13499984983354807) | > loss_disc_real_1: 0.20758390426635742 (0.19138275725500925) | > loss_disc_real_2: 0.2227829545736313 (0.1906352945204292) | > loss_disc_real_3: 0.21752028167247772 (0.2053423287080867) | > loss_disc_real_4: 0.1876227855682373 (0.19343504522527968) | > loss_disc_real_5: 0.23072753846645355 (0.2080384667164513) | > loss_0: 2.367178440093994 (2.1996286575283346) | > grad_norm_0: tensor(11.6276, device='cuda:0') (tensor(21.4794, device='cuda:0')) | > loss_gen: 2.4965240955352783 (2.7675960276808067) | > loss_kl: 1.640008807182312 (1.7143327764102392) | > loss_feat: 6.8870134353637695 (8.34661832877568) | > loss_mel: 11.658831596374512 (12.864875418799263) | > loss_duration: 1.662353277206421 (1.6582465512411935) | > amp_scaler: 128.0 (128.0) | > loss_1: 24.3447322845459 (27.351669141224452) | > grad_norm_1: tensor(43.4542, device='cuda:0') (tensor(355.6057, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.831 (0.860329440661839) | > loader_time: 0.0097 (0.010358363389968872)  --> TIME: 2025-05-12 09:27:06 -- STEP: 162/725 -- GLOBAL_STEP: 422300 | > loss_disc: 2.294907569885254 (2.2018011926132988) | > loss_disc_real_0: 0.13728903234004974 (0.13408185109312148) | > loss_disc_real_1: 0.1976720094680786 (0.19069734712441758) | > loss_disc_real_2: 0.18643911182880402 (0.19030993211048622) | > loss_disc_real_3: 0.249604269862175 (0.20543516132934597) | > loss_disc_real_4: 0.19995857775211334 (0.19473489700460136) | > loss_disc_real_5: 0.21001850068569183 (0.20879984141131977) | > loss_0: 2.294907569885254 (2.2018011926132988) | > grad_norm_0: tensor(12.9573, device='cuda:0') (tensor(20.9289, device='cuda:0')) | > loss_gen: 2.7328743934631348 (2.7627597414417044) | > loss_kl: 1.7769378423690796 (1.7125519366911899) | > loss_feat: 7.992122173309326 (8.317040166737119) | > loss_mel: 12.947843551635742 (12.862505612549963) | > loss_duration: 1.6191933155059814 (1.659000265745469) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.068971633911133 (27.31385773788264) | > grad_norm_1: tensor(168.2169, device='cuda:0') (tensor(341.8242, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.836 (0.8578821435386752) | > loader_time: 0.0115 (0.010370815241778334)  --> TIME: 2025-05-12 09:27:50 -- STEP: 212/725 -- GLOBAL_STEP: 422350 | > loss_disc: 2.2376863956451416 (2.200640915699726) | > loss_disc_real_0: 0.15977147221565247 (0.13490853774941186) | > loss_disc_real_1: 0.18668508529663086 (0.1908510385678624) | > loss_disc_real_2: 0.20085851848125458 (0.19016774582131857) | > loss_disc_real_3: 0.21510286629199982 (0.20471294547589322) | > loss_disc_real_4: 0.16799232363700867 (0.1942520435056034) | > loss_disc_real_5: 0.19252654910087585 (0.20789204249685667) | > loss_0: 2.2376863956451416 (2.200640915699726) | > grad_norm_0: tensor(23.2468, device='cuda:0') (tensor(21.5714, device='cuda:0')) | > loss_gen: 2.867436170578003 (2.76555637706001) | > loss_kl: 1.6079175472259521 (1.7112269941365943) | > loss_feat: 8.376399993896484 (8.305461474184721) | > loss_mel: 12.688051223754883 (12.859941158654559) | > loss_duration: 1.6668140888214111 (1.6598853896249015) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.206619262695312 (27.30207138241462) | > grad_norm_1: tensor(254.8943, device='cuda:0') (tensor(352.2532, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8368 (0.8577241886336848) | > loader_time: 0.0098 (0.01033327939375391)  --> TIME: 2025-05-12 09:28:34 -- STEP: 262/725 -- GLOBAL_STEP: 422400 | > loss_disc: 2.2833809852600098 (2.199439964221635) | > loss_disc_real_0: 0.10544785112142563 (0.13466090987656867) | > loss_disc_real_1: 0.21066419780254364 (0.19050614382246975) | > loss_disc_real_2: 0.19781455397605896 (0.1896207349104736) | > loss_disc_real_3: 0.22512869536876678 (0.20510666584240575) | > loss_disc_real_4: 0.19615358114242554 (0.19432078270625522) | > loss_disc_real_5: 0.21866343915462494 (0.20806981020301352) | > loss_0: 2.2833809852600098 (2.199439964221635) | > grad_norm_0: tensor(18.9489, device='cuda:0') (tensor(21.6315, device='cuda:0')) | > loss_gen: 2.7409050464630127 (2.7677004528409666) | > loss_kl: 1.6853232383728027 (1.7097349089520577) | > loss_feat: 8.136932373046875 (8.297404534944137) | > loss_mel: 12.751439094543457 (12.860011919764165) | > loss_duration: 1.659812569618225 (1.660793885929894) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.974414825439453 (27.295645691966282) | > grad_norm_1: tensor(136.4440, device='cuda:0') (tensor(351.9903, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.901 (0.8593575290141214) | > loader_time: 0.0106 (0.010284176309600128)  --> TIME: 2025-05-12 09:29:18 -- STEP: 312/725 -- GLOBAL_STEP: 422450 | > loss_disc: 2.1645336151123047 (2.2013622870047906) | > loss_disc_real_0: 0.15752960741519928 (0.13542016922758937) | > loss_disc_real_1: 0.17416934669017792 (0.19046120025599614) | > loss_disc_real_2: 0.19179202616214752 (0.19008133245202205) | > loss_disc_real_3: 0.18237292766571045 (0.20526844076812262) | > loss_disc_real_4: 0.1923407018184662 (0.19444753499462822) | > loss_disc_real_5: 0.196696937084198 (0.2078287480637814) | > loss_0: 2.1645336151123047 (2.2013622870047906) | > grad_norm_0: tensor(29.8334, device='cuda:0') (tensor(21.6945, device='cuda:0')) | > loss_gen: 2.585414171218872 (2.769254847978935) | > loss_kl: 1.6295905113220215 (1.7084859747153063) | > loss_feat: 8.074760437011719 (8.288518777260407) | > loss_mel: 12.885209083557129 (12.872245452342902) | > loss_duration: 1.6493079662322998 (1.660051048948215) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.824283599853516 (27.29855611385443) | > grad_norm_1: tensor(299.4880, device='cuda:0') (tensor(351.5995, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8497 (0.8590731101158338) | > loader_time: 0.0102 (0.0102524581627968)  --> TIME: 2025-05-12 09:30:02 -- STEP: 362/725 -- GLOBAL_STEP: 422500 | > loss_disc: 2.0748088359832764 (2.1989331044544844) | > loss_disc_real_0: 0.10130477696657181 (0.13477485447875037) | > loss_disc_real_1: 0.20963257551193237 (0.19030206946872216) | > loss_disc_real_2: 0.1848318874835968 (0.18989622308898355) | > loss_disc_real_3: 0.18062597513198853 (0.20526178024750386) | > loss_disc_real_4: 0.1881304532289505 (0.1944020859979464) | > loss_disc_real_5: 0.20354849100112915 (0.20759631067679082) | > loss_0: 2.0748088359832764 (2.1989331044544844) | > grad_norm_0: tensor(11.1309, device='cuda:0') (tensor(21.7817, device='cuda:0')) | > loss_gen: 2.867521286010742 (2.774775993099528) | > loss_kl: 1.7690390348434448 (1.7145194424450068) | > loss_feat: 8.650583267211914 (8.319922860814719) | > loss_mel: 12.916577339172363 (12.886872436460223) | > loss_duration: 1.5926222801208496 (1.6594166966433028) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.796344757080078 (27.355507418595625) | > grad_norm_1: tensor(394.1636, device='cuda:0') (tensor(357.4088, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.863 (0.8603801753639516) | > loader_time: 0.0128 (0.010254863217390699)  --> TIME: 2025-05-12 09:30:46 -- STEP: 412/725 -- GLOBAL_STEP: 422550 | > loss_disc: 2.13279390335083 (2.2013515809785966) | > loss_disc_real_0: 0.11927463114261627 (0.1351536937528154) | > loss_disc_real_1: 0.2108650505542755 (0.1904790141050098) | > loss_disc_real_2: 0.2033996880054474 (0.19021301311485966) | > loss_disc_real_3: 0.2160985767841339 (0.20533980808935115) | > loss_disc_real_4: 0.16350553929805756 (0.1943022196624175) | > loss_disc_real_5: 0.19426733255386353 (0.20802384260499368) | > loss_0: 2.13279390335083 (2.2013515809785966) | > grad_norm_0: tensor(19.9713, device='cuda:0') (tensor(21.6010, device='cuda:0')) | > loss_gen: 2.8793907165527344 (2.7715031660876215) | > loss_kl: 1.7674702405929565 (1.7158720959158777) | > loss_feat: 8.824382781982422 (8.299089066033224) | > loss_mel: 13.061593055725098 (12.8860832950444) | > loss_duration: 1.672280192375183 (1.6602445288190566) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.205116271972656 (27.332792133960908) | > grad_norm_1: tensor(316.5822, device='cuda:0') (tensor(352.5115, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8769 (0.8606560542745497) | > loader_time: 0.0097 (0.010225438955918095)  --> TIME: 2025-05-12 09:31:30 -- STEP: 462/725 -- GLOBAL_STEP: 422600 | > loss_disc: 2.143136978149414 (2.199421015910771) | > loss_disc_real_0: 0.10173175483942032 (0.13475784830329723) | > loss_disc_real_1: 0.1800319403409958 (0.19009962781167133) | > loss_disc_real_2: 0.20847678184509277 (0.1899049852640081) | > loss_disc_real_3: 0.22076824307441711 (0.20527152981592975) | > loss_disc_real_4: 0.19041679799556732 (0.1942881166580178) | > loss_disc_real_5: 0.2102125883102417 (0.2084198403474573) | > loss_0: 2.143136978149414 (2.199421015910771) | > grad_norm_0: tensor(23.5512, device='cuda:0') (tensor(21.7684, device='cuda:0')) | > loss_gen: 2.896559715270996 (2.772642646001014) | > loss_kl: 1.882163166999817 (1.7172655796075795) | > loss_feat: 8.93510627746582 (8.303486392611546) | > loss_mel: 12.042277336120605 (12.868435316787664) | > loss_duration: 1.6999127864837646 (1.6599344900160127) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.45602035522461 (27.321764405155594) | > grad_norm_1: tensor(510.4539, device='cuda:0') (tensor(353.4731, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8154 (0.8607203630141882) | > loader_time: 0.0098 (0.010228321665809264)  --> TIME: 2025-05-12 09:32:13 -- STEP: 512/725 -- GLOBAL_STEP: 422650 | > loss_disc: 2.0772900581359863 (2.199635814875364) | > loss_disc_real_0: 0.13221882283687592 (0.1348580337944439) | > loss_disc_real_1: 0.1723966896533966 (0.1901966513833031) | > loss_disc_real_2: 0.18248878419399261 (0.18998181179631493) | > loss_disc_real_3: 0.1915983110666275 (0.205165232589934) | > loss_disc_real_4: 0.18421857059001923 (0.19425849059189207) | > loss_disc_real_5: 0.19796209037303925 (0.2082234474655707) | > loss_0: 2.0772900581359863 (2.199635814875364) | > grad_norm_0: tensor(18.3185, device='cuda:0') (tensor(21.8945, device='cuda:0')) | > loss_gen: 2.9093017578125 (2.771839149761944) | > loss_kl: 1.66712486743927 (1.7164338680449873) | > loss_feat: 9.300107955932617 (8.293443721719079) | > loss_mel: 13.163928031921387 (12.856741907075056) | > loss_duration: 1.601264238357544 (1.6607255951967093) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.641727447509766 (27.29918420687318) | > grad_norm_1: tensor(466.6301, device='cuda:0') (tensor(356.9899, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8633 (0.8603813978843391) | > loader_time: 0.0111 (0.01024349685758352)  --> TIME: 2025-05-12 09:32:57 -- STEP: 562/725 -- GLOBAL_STEP: 422700 | > loss_disc: 2.0761971473693848 (2.1962741208246164) | > loss_disc_real_0: 0.15136756002902985 (0.13422894806624297) | > loss_disc_real_1: 0.17840199172496796 (0.18998348606863058) | > loss_disc_real_2: 0.1791680008172989 (0.18962087291309412) | > loss_disc_real_3: 0.17823903262615204 (0.20490277182058927) | > loss_disc_real_4: 0.1640760898590088 (0.19405630998499032) | > loss_disc_real_5: 0.1898431032896042 (0.208075570042023) | > loss_0: 2.0761971473693848 (2.1962741208246164) | > grad_norm_0: tensor(22.1936, device='cuda:0') (tensor(21.9235, device='cuda:0')) | > loss_gen: 2.966031074523926 (2.7738980152428776) | > loss_kl: 1.7796489000320435 (1.7181945171644681) | > loss_feat: 9.301843643188477 (8.306874544170823) | > loss_mel: 12.681148529052734 (12.871969131388283) | > loss_duration: 1.6351184844970703 (1.660528923905193) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.36379051208496 (27.33146510684194) | > grad_norm_1: tensor(401.9476, device='cuda:0') (tensor(359.7991, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.9119 (0.8602872306341804) | > loader_time: 0.0105 (0.010239110722660589)  --> TIME: 2025-05-12 09:33:41 -- STEP: 612/725 -- GLOBAL_STEP: 422750 | > loss_disc: 2.240650177001953 (2.1973237245301016) | > loss_disc_real_0: 0.14523664116859436 (0.13464251323755258) | > loss_disc_real_1: 0.247399240732193 (0.19021288488133287) | > loss_disc_real_2: 0.2206021547317505 (0.18962155986163345) | > loss_disc_real_3: 0.19675295054912567 (0.20499374649298738) | > loss_disc_real_4: 0.21146002411842346 (0.19410635546775046) | > loss_disc_real_5: 0.21797344088554382 (0.20802627050993486) | > loss_0: 2.240650177001953 (2.1973237245301016) | > grad_norm_0: tensor(20.4570, device='cuda:0') (tensor(22.1857, device='cuda:0')) | > loss_gen: 2.8635027408599854 (2.7729393668424045) | > loss_kl: 1.9221540689468384 (1.7201100624854269) | > loss_feat: 8.778637886047363 (8.30865741399378) | > loss_mel: 13.56710433959961 (12.870582952998054) | > loss_duration: 1.5916074514389038 (1.6600171539908146) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.723007202148438 (27.332306924209096) | > grad_norm_1: tensor(94.8766, device='cuda:0') (tensor(360.3187, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8391 (0.8609243124918221) | > loader_time: 0.0094 (0.010248152648701388)  --> TIME: 2025-05-12 09:34:25 -- STEP: 662/725 -- GLOBAL_STEP: 422800 | > loss_disc: 2.137862205505371 (2.198490309751285) | > loss_disc_real_0: 0.15090490877628326 (0.13488378088774988) | > loss_disc_real_1: 0.20868799090385437 (0.19016448419619908) | > loss_disc_real_2: 0.17603188753128052 (0.18949241976723555) | > loss_disc_real_3: 0.2013055682182312 (0.2051523399181957) | > loss_disc_real_4: 0.1802530586719513 (0.1940286074542748) | > loss_disc_real_5: 0.24818693101406097 (0.20849751307434902) | > loss_0: 2.137862205505371 (2.198490309751285) | > grad_norm_0: tensor(13.3994, device='cuda:0') (tensor(21.6044, device='cuda:0')) | > loss_gen: 2.925511598587036 (2.7692607832098983) | > loss_kl: 1.6521539688110352 (1.7182882836938265) | > loss_feat: 9.016053199768066 (8.297669807589655) | > loss_mel: 13.58562183380127 (12.865778467806452) | > loss_duration: 1.670096516609192 (1.6603576398688147) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.84943962097168 (27.31135498288895) | > grad_norm_1: tensor(129.0916, device='cuda:0') (tensor(348.9383, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8831 (0.8607055287346739) | > loader_time: 0.0098 (0.010248287566839027)  --> TIME: 2025-05-12 09:35:09 -- STEP: 712/725 -- GLOBAL_STEP: 422850 | > loss_disc: 2.130336046218872 (2.1991968350798894) | > loss_disc_real_0: 0.14167867600917816 (0.1348898042244522) | > loss_disc_real_1: 0.1984759420156479 (0.19025483256561704) | > loss_disc_real_2: 0.19222483038902283 (0.189642192251729) | > loss_disc_real_3: 0.19655291736125946 (0.2050817626831907) | > loss_disc_real_4: 0.1587885022163391 (0.19407500997395) | > loss_disc_real_5: 0.16745880246162415 (0.20844885572958524) | > loss_0: 2.130336046218872 (2.1991968350798894) | > grad_norm_0: tensor(20.2519, device='cuda:0') (tensor(21.3037, device='cuda:0')) | > loss_gen: 2.7977466583251953 (2.7681402235888326) | > loss_kl: 1.7566158771514893 (1.7156181804249795) | > loss_feat: 8.366044044494629 (8.285175071673436) | > loss_mel: 13.850994110107422 (12.86461965019784) | > loss_duration: 1.652306318283081 (1.6599496465720494) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.4237060546875 (27.293502775470863) | > grad_norm_1: tensor(210.4689, device='cuda:0') (tensor(345.6549, device='cuda:0')) | > current_lr_0: 0.00018743616076635238 | > current_lr_1: 0.00018743616076635238 | > step_time: 0.8243 (0.8608801676316208) | > loader_time: 0.0098 (0.010241047050176042)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3446459770202637 (2.3446459770202637) | > loss_disc_real_0: 0.14118681848049164 (0.14118681848049164) | > loss_disc_real_1: 0.18259812891483307 (0.18259812891483307) | > loss_disc_real_2: 0.2759038805961609 (0.2759038805961609) | > loss_disc_real_3: 0.24570074677467346 (0.24570074677467346) | > loss_disc_real_4: 0.296039879322052 (0.296039879322052) | > loss_disc_real_5: 0.255818635225296 (0.255818635225296) | > loss_0: 2.3446459770202637 (2.3446459770202637) | > loss_gen: 2.9742822647094727 (2.9742822647094727) | > loss_kl: 2.147892713546753 (2.147892713546753) | > loss_feat: 8.601672172546387 (8.601672172546387) | > loss_mel: 14.188157081604004 (14.188157081604004) | > loss_duration: 1.7543107271194458 (1.7543107271194458) | > loss_1: 29.66631317138672 (29.66631317138672)  --> STEP: 1 | > loss_disc: 2.3987531661987305 (2.3987531661987305) | > loss_disc_real_0: 0.1293228715658188 (0.1293228715658188) | > loss_disc_real_1: 0.18582603335380554 (0.18582603335380554) | > loss_disc_real_2: 0.2657519280910492 (0.2657519280910492) | > loss_disc_real_3: 0.2475471943616867 (0.2475471943616867) | > loss_disc_real_4: 0.27147555351257324 (0.27147555351257324) | > loss_disc_real_5: 0.25854402780532837 (0.25854402780532837) | > loss_0: 2.3987531661987305 (2.3987531661987305) | > loss_gen: 2.725330352783203 (2.725330352783203) | > loss_kl: 2.1727707386016846 (2.1727707386016846) | > loss_feat: 7.15346097946167 (7.15346097946167) | > loss_mel: 11.11861515045166 (11.11861515045166) | > loss_duration: 1.8758575916290283 (1.8758575916290283) | > loss_1: 25.046035766601562 (25.046035766601562)  --> STEP: 2 | > loss_disc: 2.2935376167297363 (2.3461453914642334) | > loss_disc_real_0: 0.12469223141670227 (0.12700755149126053) | > loss_disc_real_1: 0.17698416113853455 (0.18140509724617004) | > loss_disc_real_2: 0.2633613049983978 (0.2645566165447235) | > loss_disc_real_3: 0.2289707213640213 (0.238258957862854) | > loss_disc_real_4: 0.2514001429080963 (0.2614378482103348) | > loss_disc_real_5: 0.2571045756340027 (0.2578243017196655) | > loss_0: 2.2935376167297363 (2.3461453914642334) | > loss_gen: 2.8282577991485596 (2.7767940759658813) | > loss_kl: 2.1879897117614746 (2.1803802251815796) | > loss_feat: 8.244010925292969 (7.698735952377319) | > loss_mel: 13.44140338897705 (12.280009269714355) | > loss_duration: 1.889620065689087 (1.8827388286590576) | > loss_1: 28.591283798217773 (26.818659782409668)  --> STEP: 3 | > loss_disc: 2.2580578327178955 (2.3167828718821206) | > loss_disc_real_0: 0.12485809624195099 (0.12629106640815735) | > loss_disc_real_1: 0.17821764945983887 (0.18034261465072632) | > loss_disc_real_2: 0.25437161326408386 (0.26116161545117694) | > loss_disc_real_3: 0.2406817078590393 (0.23906654119491577) | > loss_disc_real_4: 0.27161186933517456 (0.26482918858528137) | > loss_disc_real_5: 0.24884386360645294 (0.25483082234859467) | > loss_0: 2.2580578327178955 (2.3167828718821206) | > loss_gen: 3.0493102073669434 (2.867632786432902) | > loss_kl: 2.026125431060791 (2.12896196047465) | > loss_feat: 9.24582290649414 (8.214431603749594) | > loss_mel: 14.368515014648438 (12.976177851359049) | > loss_duration: 1.861649990081787 (1.8757092157999675) | > loss_1: 30.551424026489258 (28.0629145304362)  --> STEP: 4 | > loss_disc: 2.1249032020568848 (2.2688129544258118) | > loss_disc_real_0: 0.1287839114665985 (0.12691427767276764) | > loss_disc_real_1: 0.17233949899673462 (0.1783418357372284) | > loss_disc_real_2: 0.2343885749578476 (0.2544683553278446) | > loss_disc_real_3: 0.2621704339981079 (0.2448425143957138) | > loss_disc_real_4: 0.2576611638069153 (0.26303718239068985) | > loss_disc_real_5: 0.31453654170036316 (0.2697572521865368) | > loss_0: 2.1249032020568848 (2.2688129544258118) | > loss_gen: 3.3382229804992676 (2.9852803349494934) | > loss_kl: 2.0733609199523926 (2.1150617003440857) | > loss_feat: 9.674681663513184 (8.57949411869049) | > loss_mel: 17.053688049316406 (13.995555400848389) | > loss_duration: 1.7679643630981445 (1.8487730026245117) | > loss_1: 33.90791702270508 (29.524165153503418) --> EVAL PERFORMANCE | > avg_loader_time: 0.33233171701431274 (+0.0023433566093444824) | > avg_loss_disc: 2.2688129544258118 (-0.03338205814361572) | > avg_loss_disc_real_0: 0.12691427767276764 (+0.0251846294850111) | > avg_loss_disc_real_1: 0.1783418357372284 (-0.026490338146686554) | > avg_loss_disc_real_2: 0.2544683553278446 (+0.03321840241551399) | > avg_loss_disc_real_3: 0.2448425143957138 (-0.003943111747503281) | > avg_loss_disc_real_4: 0.26303718239068985 (-0.030208654701709747) | > avg_loss_disc_real_5: 0.2697572521865368 (+0.02913409098982811) | > avg_loss_0: 2.2688129544258118 (-0.03338205814361572) | > avg_loss_gen: 2.9852803349494934 (+0.161077082157135) | > avg_loss_kl: 2.1150617003440857 (+0.05423077940940857) | > avg_loss_feat: 8.57949411869049 (+0.35457563400268555) | > avg_loss_mel: 13.995555400848389 (+0.5026874542236328) | > avg_loss_duration: 1.8487730026245117 (-0.0018651485443115234) | > avg_loss_1: 29.524165153503418 (+1.0707073211669922)  > EPOCH: 520/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 09:35:26)   --> TIME: 2025-05-12 09:36:02 -- STEP: 37/725 -- GLOBAL_STEP: 422900 | > loss_disc: 2.179083824157715 (2.2128127587808146) | > loss_disc_real_0: 0.11946634203195572 (0.13938029452755643) | > loss_disc_real_1: 0.18643996119499207 (0.19258154767590602) | > loss_disc_real_2: 0.1879061758518219 (0.19155068413631335) | > loss_disc_real_3: 0.1900206208229065 (0.2033195257992358) | > loss_disc_real_4: 0.18074201047420502 (0.19494048808072065) | > loss_disc_real_5: 0.20887845754623413 (0.20692970422474113) | > loss_0: 2.179083824157715 (2.2128127587808146) | > grad_norm_0: tensor(17.5239, device='cuda:0') (tensor(23.7988, device='cuda:0')) | > loss_gen: 2.7622573375701904 (2.7496859254063786) | > loss_kl: 1.5817497968673706 (1.728039193797756) | > loss_feat: 8.171707153320312 (8.196748321120804) | > loss_mel: 12.488873481750488 (12.71236937754863) | > loss_duration: 1.660821795463562 (1.657614453418835) | > amp_scaler: 128.0 (128.0) | > loss_1: 26.665409088134766 (27.044457306733) | > grad_norm_1: tensor(153.4664, device='cuda:0') (tensor(383.2499, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8613 (0.8845896334261507) | > loader_time: 0.0098 (0.011152492987143027)  --> TIME: 2025-05-12 09:36:46 -- STEP: 87/725 -- GLOBAL_STEP: 422950 | > loss_disc: 2.2961175441741943 (2.203307107947339) | > loss_disc_real_0: 0.18512128293514252 (0.13706309887869597) | > loss_disc_real_1: 0.1898823231458664 (0.19081307742102394) | > loss_disc_real_2: 0.18413646519184113 (0.19008583995117542) | > loss_disc_real_3: 0.21209412813186646 (0.2057275862871915) | > loss_disc_real_4: 0.2173825055360794 (0.19396687530238052) | > loss_disc_real_5: 0.23566211760044098 (0.20936748522451554) | > loss_0: 2.2961175441741943 (2.203307107947339) | > grad_norm_0: tensor(16.6613, device='cuda:0') (tensor(20.2440, device='cuda:0')) | > loss_gen: 2.610743761062622 (2.758644446559335) | > loss_kl: 1.71780526638031 (1.7207254527629108) | > loss_feat: 7.448487758636475 (8.287612767055117) | > loss_mel: 12.102898597717285 (12.803985771091504) | > loss_duration: 1.6361868381500244 (1.658791851723331) | > amp_scaler: 128.0 (128.0) | > loss_1: 25.516122817993164 (27.229760334409523) | > grad_norm_1: tensor(338.6645, device='cuda:0') (tensor(335.1715, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8412 (0.8753454849637788) | > loader_time: 0.0098 (0.01059842657768863)  --> TIME: 2025-05-12 09:37:30 -- STEP: 137/725 -- GLOBAL_STEP: 423000 | > loss_disc: 2.1342368125915527 (2.194441758803208) | > loss_disc_real_0: 0.13047268986701965 (0.1351427834508193) | > loss_disc_real_1: 0.18820171058177948 (0.1902436631439376) | > loss_disc_real_2: 0.1890396922826767 (0.1895829075879424) | > loss_disc_real_3: 0.21031631529331207 (0.2045129974828149) | > loss_disc_real_4: 0.17012250423431396 (0.193077458191092) | > loss_disc_real_5: 0.20795877277851105 (0.2081216653115558) | > loss_0: 2.1342368125915527 (2.194441758803208) | > grad_norm_0: tensor(14.3880, device='cuda:0') (tensor(19.7160, device='cuda:0')) | > loss_gen: 2.828962802886963 (2.7690067587107627) | > loss_kl: 1.682796835899353 (1.6927935894388353) | > loss_feat: 8.57824420928955 (8.33243220043879) | > loss_mel: 12.752459526062012 (12.885054094077896) | > loss_duration: 1.6423664093017578 (1.6594282936875837) | > amp_scaler: 128.0 (128.0) | > loss_1: 27.48482894897461 (27.338714961587954) | > grad_norm_1: tensor(175.7635, device='cuda:0') (tensor(336.1702, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8333 (0.8728767207069118) | > loader_time: 0.0092 (0.010487356325135613) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_423000.pth  --> TIME: 2025-05-12 09:38:17 -- STEP: 187/725 -- GLOBAL_STEP: 423050 | > loss_disc: 2.0132908821105957 (2.195382939302985) | > loss_disc_real_0: 0.12287269532680511 (0.13506272092541266) | > loss_disc_real_1: 0.17241515219211578 (0.19014983046501074) | > loss_disc_real_2: 0.1769578903913498 (0.1892815650625025) | > loss_disc_real_3: 0.17180600762367249 (0.20473159331688903) | > loss_disc_real_4: 0.16149410605430603 (0.1931716387762743) | > loss_disc_real_5: 0.16234955191612244 (0.20802079173014126) | > loss_0: 2.0132908821105957 (2.195382939302985) | > grad_norm_0: tensor(21.3810, device='cuda:0') (tensor(20.4292, device='cuda:0')) | > loss_gen: 2.9800238609313965 (2.770743863467863) | > loss_kl: 1.699888825416565 (1.6936068120487238) | > loss_feat: 9.742843627929688 (8.31825102586798) | > loss_mel: 13.804475784301758 (12.833286596492012) | > loss_duration: 1.6881111860275269 (1.6604110365882914) | > amp_scaler: 128.0 (128.0) | > loss_1: 29.915342330932617 (27.276299267529176) | > grad_norm_1: tensor(401.0110, device='cuda:0') (tensor(342.2002, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8671 (0.8700850048167182) | > loader_time: 0.0101 (0.010379656113405276)  --> TIME: 2025-05-12 09:39:01 -- STEP: 237/725 -- GLOBAL_STEP: 423100 | > loss_disc: 2.163614511489868 (2.1951923984012542) | > loss_disc_real_0: 0.13641218841075897 (0.13512418173913715) | > loss_disc_real_1: 0.21839526295661926 (0.19062514647149836) | > loss_disc_real_2: 0.1945992410182953 (0.1888680210973643) | > loss_disc_real_3: 0.22810472548007965 (0.2043562442818774) | > loss_disc_real_4: 0.19305315613746643 (0.19354254038776528) | > loss_disc_real_5: 0.2541866600513458 (0.20795495506328873) | > loss_0: 2.163614511489868 (2.1951923984012542) | > grad_norm_0: tensor(23.8531, device='cuda:0') (tensor(20.1991, device='cuda:0')) | > loss_gen: 2.877643585205078 (2.770598618793084) | > loss_kl: 2.1182522773742676 (1.7005584315408637) | > loss_feat: 8.638593673706055 (8.32279828027332) | > loss_mel: 13.12211799621582 (12.821699432179898) | > loss_duration: 1.6528990268707275 (1.6601933442087615) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.40950584411621 (27.27584805870862) | > grad_norm_1: tensor(411.1060, device='cuda:0') (tensor(339.7624, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8302 (0.8701477553774033) | > loader_time: 0.0094 (0.010376602285521943)  --> TIME: 2025-05-12 09:39:45 -- STEP: 287/725 -- GLOBAL_STEP: 423150 | > loss_disc: 2.1696314811706543 (2.202716851483656) | > loss_disc_real_0: 0.11965273320674896 (0.13892110813577832) | > loss_disc_real_1: 0.18047581613063812 (0.19032999644711454) | > loss_disc_real_2: 0.18747492134571075 (0.18911375349406997) | > loss_disc_real_3: 0.18537412583827972 (0.20491435049095216) | > loss_disc_real_4: 0.18965379893779755 (0.19359184562744583) | > loss_disc_real_5: 0.21971550583839417 (0.2083215961161391) | > loss_0: 2.1696314811706543 (2.202716851483656) | > grad_norm_0: tensor(14.9460, device='cuda:0') (tensor(19.6480, device='cuda:0')) | > loss_gen: 2.777801275253296 (2.763345861268791) | > loss_kl: 1.5830073356628418 (1.7066316857985924) | > loss_feat: 8.74138069152832 (8.307754313904246) | > loss_mel: 13.33476448059082 (12.804683502542847) | > loss_duration: 1.6622343063354492 (1.6598141068780872) | > amp_scaler: 128.0 (128.0) | > loss_1: 28.09918975830078 (27.24222938192016) | > grad_norm_1: tensor(342.6185, device='cuda:0') (tensor(318.1690, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8196 (0.8679929103585485) | > loader_time: 0.0135 (0.010328198143829447)  --> TIME: 2025-05-12 09:40:28 -- STEP: 337/725 -- GLOBAL_STEP: 423200 | > loss_disc: 2.2924704551696777 (2.203139162912568) | > loss_disc_real_0: 0.20904862880706787 (0.1395843955812539) | > loss_disc_real_1: 0.18259164690971375 (0.19062394646579506) | > loss_disc_real_2: 0.18003863096237183 (0.18930930584580682) | > loss_disc_real_3: 0.22088345885276794 (0.20453851570538314) | > loss_disc_real_4: 0.228408083319664 (0.19386509520717482) | > loss_disc_real_5: 0.22671237587928772 (0.20798323845120503) | > loss_0: 2.2924704551696777 (2.203139162912568) | > grad_norm_0: tensor(27.2396, device='cuda:0') (tensor(19.7552, device='cuda:0')) | > loss_gen: 2.5454249382019043 (2.7644687109248247) | > loss_kl: 1.7046482563018799 (1.696990073611546) | > loss_feat: 7.636006832122803 (8.308462210861805) | > loss_mel: 12.338445663452148 (12.808259655530788) | > loss_duration: 1.6277377605438232 (1.6587719220435935) | > amp_scaler: 256.0 (146.99109792284875) | > loss_1: 25.852262496948242 (27.236952456239433) | > grad_norm_1: tensor(347.3596, device='cuda:0') (tensor(315.3414, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8716 (0.8672095929833479) | > loader_time: 0.0101 (0.010332802282950287)  --> TIME: 2025-05-12 09:41:13 -- STEP: 387/725 -- GLOBAL_STEP: 423250 | > loss_disc: 2.3741965293884277 (2.203554961724492) | > loss_disc_real_0: 0.18369753658771515 (0.13996316384745497) | > loss_disc_real_1: 0.20753213763237 (0.1904973196351867) | > loss_disc_real_2: 0.21947599947452545 (0.18928812351799754) | > loss_disc_real_3: 0.21463243663311005 (0.20446330154897013) | > loss_disc_real_4: 0.21871750056743622 (0.19378270855707724) | > loss_disc_real_5: 0.22377464175224304 (0.20779972456068346) | > loss_0: 2.3741965293884277 (2.203554961724492) | > grad_norm_0: tensor(7.6387, device='cuda:0') (tensor(20.2583, device='cuda:0')) | > loss_gen: 2.49222469329834 (2.7661350223137156) | > loss_kl: 1.623396396636963 (1.6966056435607206) | > loss_feat: 6.437359809875488 (8.305883857322916) | > loss_mel: 10.802379608154297 (12.812382715308996) | > loss_duration: 1.7267779111862183 (1.6589416518075826) | > amp_scaler: 256.0 (161.0749354005169) | > loss_1: 23.08213996887207 (27.23994878527423) | > grad_norm_1: tensor(184.1018, device='cuda:0') (tensor(315.0654, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8708 (0.8671717600612987) | > loader_time: 0.0103 (0.010307457403927196)  --> TIME: 2025-05-12 09:41:57 -- STEP: 437/725 -- GLOBAL_STEP: 423300 | > loss_disc: 2.280344009399414 (2.203099157499229) | > loss_disc_real_0: 0.15294939279556274 (0.139778664305772) | > loss_disc_real_1: 0.18177416920661926 (0.1902779866887994) | > loss_disc_real_2: 0.18572072684764862 (0.18906794273607794) | > loss_disc_real_3: 0.20658907294273376 (0.20422048512121632) | > loss_disc_real_4: 0.21400007605552673 (0.19393749023602272) | > loss_disc_real_5: 0.2464558631181717 (0.20808018641695558) | > loss_0: 2.280344009399414 (2.203099157499229) | > grad_norm_0: tensor(36.6221, device='cuda:0') (tensor(20.0078, device='cuda:0')) | > loss_gen: 2.6505730152130127 (2.7628567693435384) | > loss_kl: 1.5533037185668945 (1.7009799120355258) | > loss_feat: 7.5226216316223145 (8.287772451440043) | > loss_mel: 12.15400218963623 (12.80869115135489) | > loss_duration: 1.6150617599487305 (1.6590307648176457) | > amp_scaler: 256.0 (171.93592677345544) | > loss_1: 25.495563507080078 (27.21933096879135) | > grad_norm_1: tensor(453.7782, device='cuda:0') (tensor(307.5838, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.917 (0.8669252924842749) | > loader_time: 0.0097 (0.010288535866639161)  --> TIME: 2025-05-12 09:42:41 -- STEP: 487/725 -- GLOBAL_STEP: 423350 | > loss_disc: 2.2472524642944336 (2.204759697160191) | > loss_disc_real_0: 0.12361377477645874 (0.13951319274043147) | > loss_disc_real_1: 0.1976333111524582 (0.190448002924175) | > loss_disc_real_2: 0.2061568945646286 (0.18935647579311593) | > loss_disc_real_3: 0.21337097883224487 (0.2045306228942695) | > loss_disc_real_4: 0.20833511650562286 (0.19408701767177314) | > loss_disc_real_5: 0.20942111313343048 (0.20798384675132672) | > loss_0: 2.2472524642944336 (2.204759697160191) | > grad_norm_0: tensor(11.6416, device='cuda:0') (tensor(20.0853, device='cuda:0')) | > loss_gen: 2.8175599575042725 (2.760724008450521) | > loss_kl: 1.581161379814148 (1.7017417091118976) | > loss_feat: 7.760838031768799 (8.266692782329589) | > loss_mel: 11.762665748596191 (12.796199553801042) | > loss_duration: 1.6446391344070435 (1.6590358378706034) | > amp_scaler: 256.0 (180.5667351129364) | > loss_1: 25.566864013671875 (27.18439382596183) | > grad_norm_1: tensor(118.7782, device='cuda:0') (tensor(308.7165, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8194 (0.8677403657588137) | > loader_time: 0.0096 (0.010259423167798553)  --> TIME: 2025-05-12 09:43:25 -- STEP: 537/725 -- GLOBAL_STEP: 423400 | > loss_disc: 2.2440130710601807 (2.2061504340926574) | > loss_disc_real_0: 0.14148682355880737 (0.1391234891679921) | > loss_disc_real_1: 0.1738024801015854 (0.1907617418404176) | > loss_disc_real_2: 0.2211913764476776 (0.18956729278551138) | > loss_disc_real_3: 0.2201700657606125 (0.20451387335690263) | > loss_disc_real_4: 0.1695234626531601 (0.19439386710996295) | > loss_disc_real_5: 0.2188533991575241 (0.20840726659617614) | > loss_0: 2.2440130710601807 (2.2061504340926574) | > grad_norm_0: tensor(38.5146, device='cuda:0') (tensor(19.9865, device='cuda:0')) | > loss_gen: 2.614823341369629 (2.758876034223391) | > loss_kl: 1.6008689403533936 (1.7059860487002017) | > loss_feat: 7.765497207641602 (8.264101882664635) | > loss_mel: 12.079059600830078 (12.808795474317035) | > loss_duration: 1.6760892868041992 (1.6594790406733249) | > amp_scaler: 256.0 (187.59031657355686) | > loss_1: 25.736339569091797 (27.197238417755074) | > grad_norm_1: tensor(436.6166, device='cuda:0') (tensor(305.8803, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8607 (0.8672997241135639) | > loader_time: 0.0094 (0.010248314290961298)  --> TIME: 2025-05-12 09:44:09 -- STEP: 587/725 -- GLOBAL_STEP: 423450 | > loss_disc: 2.140367269515991 (2.2066188203821393) | > loss_disc_real_0: 0.12392541021108627 (0.1388640124509443) | > loss_disc_real_1: 0.18925876915454865 (0.19077016362441257) | > loss_disc_real_2: 0.17855879664421082 (0.18953341331961215) | > loss_disc_real_3: 0.19581565260887146 (0.20455090701580056) | > loss_disc_real_4: 0.16833153367042542 (0.1945754492963194) | > loss_disc_real_5: 0.1959996372461319 (0.20849072166561472) | > loss_0: 2.140367269515991 (2.2066188203821393) | > grad_norm_0: tensor(25.7105, device='cuda:0') (tensor(20.0520, device='cuda:0')) | > loss_gen: 2.7399280071258545 (2.7577632895117126) | > loss_kl: 1.8297250270843506 (1.706843752674188) | > loss_feat: 9.204384803771973 (8.260867823937078) | > loss_mel: 13.698469161987305 (12.809288250729816) | > loss_duration: 1.6365463733673096 (1.659016090925953) | > amp_scaler: 256.0 (193.4173764906304) | > loss_1: 29.109052658081055 (27.193779170411613) | > grad_norm_1: tensor(393.4768, device='cuda:0') (tensor(306.3802, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8745 (0.8670528349315899) | > loader_time: 0.0098 (0.01024537110856688)  --> TIME: 2025-05-12 09:44:53 -- STEP: 637/725 -- GLOBAL_STEP: 423500 | > loss_disc: 2.168581247329712 (2.2063390383353627) | > loss_disc_real_0: 0.1344425529241562 (0.13830437071422583) | > loss_disc_real_1: 0.16858354210853577 (0.19081762950031128) | > loss_disc_real_2: 0.1862298548221588 (0.18945445620938792) | > loss_disc_real_3: 0.17983821034431458 (0.20468900480206753) | > loss_disc_real_4: 0.19917604327201843 (0.19465873866477984) | > loss_disc_real_5: 0.18364004790782928 (0.20835553483929328) | > loss_0: 2.168581247329712 (2.2063390383353627) | > grad_norm_0: tensor(11.3171, device='cuda:0') (tensor(19.9301, device='cuda:0')) | > loss_gen: 2.8793904781341553 (2.757942385725925) | > loss_kl: 1.639430284500122 (1.7056165823195388) | > loss_feat: 9.111581802368164 (8.25874634028604) | > loss_mel: 13.596789360046387 (12.80844831840958) | > loss_duration: 1.6323680877685547 (1.6587960852932886) | > amp_scaler: 256.0 (198.3296703296704) | > loss_1: 28.859560012817383 (27.189549660196114) | > grad_norm_1: tensor(259.6158, device='cuda:0') (tensor(304.8480, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8564 (0.8666906061127573) | > loader_time: 0.0097 (0.010243521380461936)  --> TIME: 2025-05-12 09:45:36 -- STEP: 687/725 -- GLOBAL_STEP: 423550 | > loss_disc: 2.1478288173675537 (2.2061500027016647) | > loss_disc_real_0: 0.14698229730129242 (0.13817238340254606) | > loss_disc_real_1: 0.19539932906627655 (0.1908957166963269) | > loss_disc_real_2: 0.1882406771183014 (0.1894011225068761) | > loss_disc_real_3: 0.16615504026412964 (0.20477931962783677) | > loss_disc_real_4: 0.1752261072397232 (0.19458173629671913) | > loss_disc_real_5: 0.18808212876319885 (0.20854568455417083) | > loss_0: 2.1478288173675537 (2.2061500027016647) | > grad_norm_0: tensor(30.1973, device='cuda:0') (tensor(19.9860, device='cuda:0')) | > loss_gen: 2.7181146144866943 (2.7581802851248027) | > loss_kl: 1.7400619983673096 (1.706079900872066) | > loss_feat: 9.266599655151367 (8.257622968682035) | > loss_mel: 12.909173011779785 (12.814858977971639) | > loss_duration: 1.6575274467468262 (1.6588633109041344) | > amp_scaler: 256.0 (202.52692867540037) | > loss_1: 28.29147720336914 (27.195605398786125) | > grad_norm_1: tensor(544.6832, device='cuda:0') (tensor(305.7321, device='cuda:0')) | > current_lr_0: 0.00018741273124625658 | > current_lr_1: 0.00018741273124625658 | > step_time: 0.8862 (0.8659352825892199) | > loader_time: 0.0099 (0.010229874906581572)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3487863540649414 (2.3487863540649414) | > loss_disc_real_0: 0.09903009235858917 (0.09903009235858917) | > loss_disc_real_1: 0.19452731311321259 (0.19452731311321259) | > loss_disc_real_2: 0.1912412792444229 (0.1912412792444229) | > loss_disc_real_3: 0.24056275188922882 (0.24056275188922882) | > loss_disc_real_4: 0.2364468276500702 (0.2364468276500702) | > loss_disc_real_5: 0.32412734627723694 (0.32412734627723694) | > loss_0: 2.3487863540649414 (2.3487863540649414) | > loss_gen: 2.560194969177246 (2.560194969177246) | > loss_kl: 2.0371816158294678 (2.0371816158294678) | > loss_feat: 7.831291675567627 (7.831291675567627) | > loss_mel: 13.227519035339355 (13.227519035339355) | > loss_duration: 1.7266908884048462 (1.7266908884048462) | > loss_1: 27.38287925720215 (27.38287925720215)  --> STEP: 1 | > loss_disc: 2.211599588394165 (2.211599588394165) | > loss_disc_real_0: 0.08912375569343567 (0.08912375569343567) | > loss_disc_real_1: 0.17687514424324036 (0.17687514424324036) | > loss_disc_real_2: 0.18645937740802765 (0.18645937740802765) | > loss_disc_real_3: 0.2375878095626831 (0.2375878095626831) | > loss_disc_real_4: 0.2287246137857437 (0.2287246137857437) | > loss_disc_real_5: 0.27660152316093445 (0.27660152316093445) | > loss_0: 2.211599588394165 (2.211599588394165) | > loss_gen: 2.6019961833953857 (2.6019961833953857) | > loss_kl: 2.1761887073516846 (2.1761887073516846) | > loss_feat: 7.849940299987793 (7.849940299987793) | > loss_mel: 13.402063369750977 (13.402063369750977) | > loss_duration: 1.8446295261383057 (1.8446295261383057) | > loss_1: 27.87481689453125 (27.87481689453125)  --> STEP: 2 | > loss_disc: 2.321404457092285 (2.266502022743225) | > loss_disc_real_0: 0.09849273413419724 (0.09380824491381645) | > loss_disc_real_1: 0.1888454109430313 (0.18286027759313583) | > loss_disc_real_2: 0.19071748852729797 (0.1885884329676628) | > loss_disc_real_3: 0.2469150573015213 (0.2422514334321022) | > loss_disc_real_4: 0.20874086022377014 (0.21873273700475693) | > loss_disc_real_5: 0.30251678824424744 (0.28955915570259094) | > loss_0: 2.321404457092285 (2.266502022743225) | > loss_gen: 2.532010793685913 (2.5670034885406494) | > loss_kl: 1.8017463684082031 (1.9889675378799438) | > loss_feat: 8.453775405883789 (8.151857852935791) | > loss_mel: 13.55522632598877 (13.478644847869873) | > loss_duration: 1.8818682432174683 (1.863248884677887) | > loss_1: 28.224628448486328 (28.04972267150879)  --> STEP: 3 | > loss_disc: 2.2961695194244385 (2.2763911883036294) | > loss_disc_real_0: 0.08214443176984787 (0.08992030719916026) | > loss_disc_real_1: 0.18218541145324707 (0.1826353222131729) | > loss_disc_real_2: 0.19217194616794586 (0.18978293736775717) | > loss_disc_real_3: 0.2549971342086792 (0.24650000035762787) | > loss_disc_real_4: 0.22400404512882233 (0.22048983971277872) | > loss_disc_real_5: 0.30178511142730713 (0.29363447427749634) | > loss_0: 2.2961695194244385 (2.2763911883036294) | > loss_gen: 2.602407693862915 (2.578804890314738) | > loss_kl: 2.0272469520568848 (2.001727342605591) | > loss_feat: 8.327634811401367 (8.210450172424316) | > loss_mel: 13.904227256774902 (13.620505650838217) | > loss_duration: 1.8503950834274292 (1.8589642842610676) | > loss_1: 28.711912155151367 (28.27045249938965)  --> STEP: 4 | > loss_disc: 2.0751233100891113 (2.22607421875) | > loss_disc_real_0: 0.07674540579319 (0.0866265818476677) | > loss_disc_real_1: 0.1903247982263565 (0.1845576912164688) | > loss_disc_real_2: 0.1843661665916443 (0.18842874467372894) | > loss_disc_real_3: 0.2180367261171341 (0.23938418179750443) | > loss_disc_real_4: 0.18264628946781158 (0.21102895215153694) | > loss_disc_real_5: 0.35576117038726807 (0.30916614830493927) | > loss_0: 2.0751233100891113 (2.22607421875) | > loss_gen: 2.9747843742370605 (2.6777997612953186) | > loss_kl: 1.9776567220687866 (1.9957096874713898) | > loss_feat: 9.372979164123535 (8.501082420349121) | > loss_mel: 16.472217559814453 (14.333433628082275) | > loss_duration: 1.7907960414886475 (1.8419222235679626) | > loss_1: 32.58843231201172 (29.349947452545166) --> EVAL PERFORMANCE | > avg_loader_time: 0.3240506052970886 (-0.008281111717224121) | > avg_loss_disc: 2.22607421875 (-0.04273873567581177) | > avg_loss_disc_real_0: 0.0866265818476677 (-0.040287695825099945) | > avg_loss_disc_real_1: 0.1845576912164688 (+0.0062158554792404175) | > avg_loss_disc_real_2: 0.18842874467372894 (-0.06603961065411568) | > avg_loss_disc_real_3: 0.23938418179750443 (-0.005458332598209381) | > avg_loss_disc_real_4: 0.21102895215153694 (-0.05200823023915291) | > avg_loss_disc_real_5: 0.30916614830493927 (+0.03940889611840248) | > avg_loss_0: 2.22607421875 (-0.04273873567581177) | > avg_loss_gen: 2.6777997612953186 (-0.3074805736541748) | > avg_loss_kl: 1.9957096874713898 (-0.11935201287269592) | > avg_loss_feat: 8.501082420349121 (-0.07841169834136963) | > avg_loss_mel: 14.333433628082275 (+0.3378782272338867) | > avg_loss_duration: 1.8419222235679626 (-0.006850779056549072) | > avg_loss_1: 29.349947452545166 (-0.17421770095825195)  > EPOCH: 521/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 09:46:16)   --> TIME: 2025-05-12 09:46:29 -- STEP: 12/725 -- GLOBAL_STEP: 423600 | > loss_disc: 2.3429577350616455 (2.2050129572550454) | > loss_disc_real_0: 0.17324243485927582 (0.14678906897703806) | > loss_disc_real_1: 0.2133275270462036 (0.18939656019210815) | > loss_disc_real_2: 0.22002969682216644 (0.19004948933919272) | > loss_disc_real_3: 0.19817082583904266 (0.20232189446687698) | > loss_disc_real_4: 0.1853640079498291 (0.19036709641416868) | > loss_disc_real_5: 0.241109237074852 (0.20934316143393517) | > loss_0: 2.3429577350616455 (2.2050129572550454) | > grad_norm_0: tensor(26.9227, device='cuda:0') (tensor(25.0365, device='cuda:0')) | > loss_gen: 2.5608670711517334 (2.764147400856018) | > loss_kl: 1.838327407836914 (1.7536820967992146) | > loss_feat: 7.728954315185547 (8.162697116533915) | > loss_mel: 12.332059860229492 (12.86097796758016) | > loss_duration: 1.6942883729934692 (1.6597802142302196) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.154497146606445 (27.201284567515057) | > grad_norm_1: tensor(343.5884, device='cuda:0') (tensor(333.7814, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8692 (0.8478417992591858) | > loader_time: 0.009 (0.010361711184183756)  --> TIME: 2025-05-12 09:47:13 -- STEP: 62/725 -- GLOBAL_STEP: 423650 | > loss_disc: 2.2071261405944824 (2.2084697946425407) | > loss_disc_real_0: 0.23344500362873077 (0.13912391975041358) | > loss_disc_real_1: 0.18155036866664886 (0.19084334998361527) | > loss_disc_real_2: 0.20404109358787537 (0.18854428178841068) | > loss_disc_real_3: 0.19282279908657074 (0.20424527843152324) | > loss_disc_real_4: 0.15534599125385284 (0.193565244636228) | > loss_disc_real_5: 0.17888028919696808 (0.20783741796208965) | > loss_0: 2.2071261405944824 (2.2084697946425407) | > grad_norm_0: tensor(38.0198, device='cuda:0') (tensor(21.6196, device='cuda:0')) | > loss_gen: 2.8378632068634033 (2.7545595284431212) | > loss_kl: 1.589423656463623 (1.7094840426598825) | > loss_feat: 9.65951919555664 (8.20200905492229) | > loss_mel: 13.690228462219238 (12.701680029592206) | > loss_duration: 1.69646155834198 (1.6538539125073342) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.473495483398438 (27.021586448915542) | > grad_norm_1: tensor(420.3782, device='cuda:0') (tensor(353.6290, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8744 (0.8619233485191099) | > loader_time: 0.0101 (0.010420149372469998)  --> TIME: 2025-05-12 09:47:57 -- STEP: 112/725 -- GLOBAL_STEP: 423700 | > loss_disc: 2.3720104694366455 (2.198979943990708) | > loss_disc_real_0: 0.14581282436847687 (0.13822951513741685) | > loss_disc_real_1: 0.2389567494392395 (0.1911617246057306) | > loss_disc_real_2: 0.20793204009532928 (0.18845375800239192) | > loss_disc_real_3: 0.27592799067497253 (0.20417926048061674) | > loss_disc_real_4: 0.19088831543922424 (0.19338476564735174) | > loss_disc_real_5: 0.1956157684326172 (0.20630591056708777) | > loss_0: 2.3720104694366455 (2.198979943990708) | > grad_norm_0: tensor(23.4882, device='cuda:0') (tensor(22.1603, device='cuda:0')) | > loss_gen: 2.5495247840881348 (2.7705875017813275) | > loss_kl: 1.536464810371399 (1.683732000844819) | > loss_feat: 6.719013214111328 (8.275109836033415) | > loss_mel: 11.131694793701172 (12.824928615774427) | > loss_duration: 1.6443284749984741 (1.6582900913698333) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.581026077270508 (27.212648102215358) | > grad_norm_1: tensor(414.1703, device='cuda:0') (tensor(359.7314, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8463 (0.8637492933443615) | > loader_time: 0.0108 (0.010529441492898129)  --> TIME: 2025-05-12 09:48:41 -- STEP: 162/725 -- GLOBAL_STEP: 423750 | > loss_disc: 2.3706414699554443 (2.196075410754593) | > loss_disc_real_0: 0.15373793244361877 (0.1358560324635033) | > loss_disc_real_1: 0.21117079257965088 (0.19058872087870113) | > loss_disc_real_2: 0.21359431743621826 (0.1887020830202986) | > loss_disc_real_3: 0.21961501240730286 (0.20422176179694537) | > loss_disc_real_4: 0.20788969099521637 (0.193514979455942) | > loss_disc_real_5: 0.2125592678785324 (0.20652224289046395) | > loss_0: 2.3706414699554443 (2.196075410754593) | > grad_norm_0: tensor(7.9532, device='cuda:0') (tensor(21.4910, device='cuda:0')) | > loss_gen: 2.496919631958008 (2.7678920310220585) | > loss_kl: 1.678700566291809 (1.696792581199128) | > loss_feat: 6.230203628540039 (8.287901383859143) | > loss_mel: 10.935357093811035 (12.849038006346909) | > loss_duration: 1.607128381729126 (1.6586390042010646) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.94830894470215 (27.26026303091167) | > grad_norm_1: tensor(155.4582, device='cuda:0') (tensor(351.1216, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8521 (0.8620385225908256) | > loader_time: 0.0102 (0.010538282217802827)  --> TIME: 2025-05-12 09:49:25 -- STEP: 212/725 -- GLOBAL_STEP: 423800 | > loss_disc: 2.323359251022339 (2.19829565905175) | > loss_disc_real_0: 0.16686546802520752 (0.1356397839438801) | > loss_disc_real_1: 0.2020142525434494 (0.19087469563731604) | > loss_disc_real_2: 0.21315720677375793 (0.18916599508726373) | > loss_disc_real_3: 0.20706483721733093 (0.20416047712260818) | > loss_disc_real_4: 0.20137301087379456 (0.19335948746159398) | > loss_disc_real_5: 0.22326962649822235 (0.20794268388230847) | > loss_0: 2.323359251022339 (2.19829565905175) | > grad_norm_0: tensor(28.4205, device='cuda:0') (tensor(21.2950, device='cuda:0')) | > loss_gen: 2.593475341796875 (2.7662501267667077) | > loss_kl: 1.535705327987671 (1.6987518313920722) | > loss_feat: 7.050164699554443 (8.259796630661437) | > loss_mel: 11.013486862182617 (12.8274982155494) | > loss_duration: 1.6743214130401611 (1.6591126097823086) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.867155075073242 (27.211409478817345) | > grad_norm_1: tensor(402.9411, device='cuda:0') (tensor(351.8885, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8572 (0.8630581351945985) | > loader_time: 0.0097 (0.010471681378922374)  --> TIME: 2025-05-12 09:50:08 -- STEP: 262/725 -- GLOBAL_STEP: 423850 | > loss_disc: 2.2514801025390625 (2.19654463311188) | > loss_disc_real_0: 0.11114898324012756 (0.1351679856426842) | > loss_disc_real_1: 0.15700672566890717 (0.19028364338037618) | > loss_disc_real_2: 0.20957361161708832 (0.1890060965341466) | > loss_disc_real_3: 0.23007504642009735 (0.20437053471576164) | > loss_disc_real_4: 0.2002265900373459 (0.19317031816671829) | > loss_disc_real_5: 0.22567987442016602 (0.20802155711496148) | > loss_0: 2.2514801025390625 (2.19654463311188) | > grad_norm_0: tensor(23.8930, device='cuda:0') (tensor(21.2767, device='cuda:0')) | > loss_gen: 2.6631617546081543 (2.7714075796476747) | > loss_kl: 1.6069806814193726 (1.6974759024518136) | > loss_feat: 8.318860054016113 (8.278145859259686) | > loss_mel: 12.881610870361328 (12.848349505708422) | > loss_duration: 1.6642875671386719 (1.660091911108439) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.13490104675293 (27.255470770915956) | > grad_norm_1: tensor(476.0501, device='cuda:0') (tensor(359.1484, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8934 (0.8620790124849509) | > loader_time: 0.0099 (0.010466207074755023)  --> TIME: 2025-05-12 09:50:52 -- STEP: 312/725 -- GLOBAL_STEP: 423900 | > loss_disc: 2.1790919303894043 (2.1955786725649458) | > loss_disc_real_0: 0.10107136517763138 (0.13497212469482253) | > loss_disc_real_1: 0.17524820566177368 (0.19013182986050078) | > loss_disc_real_2: 0.17833736538887024 (0.1884903592559007) | > loss_disc_real_3: 0.22469332814216614 (0.2043994086293073) | > loss_disc_real_4: 0.1846906840801239 (0.19310272379945498) | > loss_disc_real_5: 0.20628595352172852 (0.20822794835727948) | > loss_0: 2.1790919303894043 (2.1955786725649458) | > grad_norm_0: tensor(16.7616, device='cuda:0') (tensor(21.5193, device='cuda:0')) | > loss_gen: 2.793372869491577 (2.768273860216142) | > loss_kl: 1.6894195079803467 (1.6976191176053805) | > loss_feat: 8.294489860534668 (8.288752506940792) | > loss_mel: 12.170217514038086 (12.826475146489262) | > loss_duration: 1.635227084159851 (1.6592900248674245) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.582727432250977 (27.240410664142708) | > grad_norm_1: tensor(369.6785, device='cuda:0') (tensor(353.8746, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8749 (0.8624246189227471) | > loader_time: 0.0096 (0.010464514677341169)  --> TIME: 2025-05-12 09:51:36 -- STEP: 362/725 -- GLOBAL_STEP: 423950 | > loss_disc: 2.1525139808654785 (2.198393519741395) | > loss_disc_real_0: 0.125014990568161 (0.135728407568859) | > loss_disc_real_1: 0.1850646287202835 (0.19017240565620067) | > loss_disc_real_2: 0.1883557289838791 (0.18856907866442402) | > loss_disc_real_3: 0.22902370989322662 (0.2043554704245282) | > loss_disc_real_4: 0.19583390653133392 (0.1933353358457761) | > loss_disc_real_5: 0.242247074842453 (0.2084359643949988) | > loss_0: 2.1525139808654785 (2.198393519741395) | > grad_norm_0: tensor(23.4371, device='cuda:0') (tensor(21.8027, device='cuda:0')) | > loss_gen: 2.9345412254333496 (2.76844800835815) | > loss_kl: 1.7020522356033325 (1.7038062004094625) | > loss_feat: 9.230147361755371 (8.289672576261497) | > loss_mel: 13.869324684143066 (12.846806460322593) | > loss_duration: 1.608078956604004 (1.6589020958262912) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.344146728515625 (27.267635345458984) | > grad_norm_1: tensor(400.4218, device='cuda:0') (tensor(354.4885, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8594 (0.862640081189614) | > loader_time: 0.0125 (0.010487970067651238)  --> TIME: 2025-05-12 09:52:20 -- STEP: 412/725 -- GLOBAL_STEP: 424000 | > loss_disc: 2.10483717918396 (2.195670521085702) | > loss_disc_real_0: 0.10784927010536194 (0.13494480187887115) | > loss_disc_real_1: 0.1689220368862152 (0.1899868597828068) | > loss_disc_real_2: 0.21132242679595947 (0.18814881449764215) | > loss_disc_real_3: 0.21265888214111328 (0.20443977014098347) | > loss_disc_real_4: 0.18005886673927307 (0.19312991122308293) | > loss_disc_real_5: 0.22977706789970398 (0.2084053231095805) | > loss_0: 2.10483717918396 (2.195670521085702) | > grad_norm_0: tensor(21.9378, device='cuda:0') (tensor(21.4535, device='cuda:0')) | > loss_gen: 2.948368787765503 (2.7696032043799614) | > loss_kl: 1.6883552074432373 (1.707011220235269) | > loss_feat: 8.880674362182617 (8.300837539932107) | > loss_mel: 13.528929710388184 (12.869936318073457) | > loss_duration: 1.6793967485427856 (1.6591517277134276) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.725725173950195 (27.306540016989107) | > grad_norm_1: tensor(439.2847, device='cuda:0') (tensor(351.4106, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8825 (0.8630807990009345) | > loader_time: 0.0097 (0.010485224353456963) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_424000.pth  --> TIME: 2025-05-12 09:53:07 -- STEP: 462/725 -- GLOBAL_STEP: 424050 | > loss_disc: 2.2055459022521973 (2.195894252170214) | > loss_disc_real_0: 0.1235511302947998 (0.1350591362845071) | > loss_disc_real_1: 0.20994867384433746 (0.1899623109987287) | > loss_disc_real_2: 0.208542138338089 (0.1881844566497968) | > loss_disc_real_3: 0.2179267555475235 (0.20443298409640526) | > loss_disc_real_4: 0.18749286234378815 (0.193362247053679) | > loss_disc_real_5: 0.187110036611557 (0.2083862412930567) | > loss_0: 2.2055459022521973 (2.195894252170214) | > grad_norm_0: tensor(23.7832, device='cuda:0') (tensor(21.8285, device='cuda:0')) | > loss_gen: 2.6776163578033447 (2.774092888419246) | > loss_kl: 1.714922308921814 (1.7101872442088601) | > loss_feat: 8.4552640914917 (8.314230289294096) | > loss_mel: 12.46332836151123 (12.875292472509077) | > loss_duration: 1.6632208824157715 (1.6591183011666004) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.97435188293457 (27.332921213917917) | > grad_norm_1: tensor(545.8937, device='cuda:0') (tensor(357.8727, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.7963 (0.8626628174926295) | > loader_time: 0.0112 (0.01048091015258393)  --> TIME: 2025-05-12 09:53:50 -- STEP: 512/725 -- GLOBAL_STEP: 424100 | > loss_disc: 2.0893170833587646 (2.1957684271037556) | > loss_disc_real_0: 0.1615440845489502 (0.13473150983918447) | > loss_disc_real_1: 0.1921052485704422 (0.18992972560226912) | > loss_disc_real_2: 0.20468966662883759 (0.18823593785054982) | > loss_disc_real_3: 0.19786189496517181 (0.20438853144878516) | > loss_disc_real_4: 0.17983879148960114 (0.19350406108424073) | > loss_disc_real_5: 0.19472618401050568 (0.20827662633382715) | > loss_0: 2.0893170833587646 (2.1957684271037556) | > grad_norm_0: tensor(30.6487, device='cuda:0') (tensor(21.9898, device='cuda:0')) | > loss_gen: 3.002981185913086 (2.774445306044072) | > loss_kl: 1.6842488050460815 (1.7110337056219578) | > loss_feat: 9.25242805480957 (8.313559181988245) | > loss_mel: 13.252758979797363 (12.877383440732954) | > loss_duration: 1.6146348714828491 (1.659723311662674) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.807052612304688 (27.33614495024085) | > grad_norm_1: tensor(321.1564, device='cuda:0') (tensor(361.4619, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8648 (0.8622917071916163) | > loader_time: 0.0101 (0.010496689006686212)  --> TIME: 2025-05-12 09:54:35 -- STEP: 562/725 -- GLOBAL_STEP: 424150 | > loss_disc: 2.291215419769287 (2.195875427052642) | > loss_disc_real_0: 0.13143488764762878 (0.13470163869794138) | > loss_disc_real_1: 0.16766898334026337 (0.1898040171460749) | > loss_disc_real_2: 0.20960478484630585 (0.1880472275392016) | > loss_disc_real_3: 0.1990848332643509 (0.20469024273636494) | > loss_disc_real_4: 0.2405957132577896 (0.19349044566689017) | > loss_disc_real_5: 0.23721632361412048 (0.20854640197923593) | > loss_0: 2.291215419769287 (2.195875427052642) | > grad_norm_0: tensor(19.0628, device='cuda:0') (tensor(21.9713, device='cuda:0')) | > loss_gen: 2.613415241241455 (2.7740622949769915) | > loss_kl: 1.624456524848938 (1.7109936600902322) | > loss_feat: 7.636021614074707 (8.31981326252541) | > loss_mel: 11.457085609436035 (12.890776897240366) | > loss_duration: 1.6265814304351807 (1.659699350701532) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.95755958557129 (27.35534545450448) | > grad_norm_1: tensor(415.6116, device='cuda:0') (tensor(360.4583, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.9041 (0.862921584543384) | > loader_time: 0.0099 (0.010466115330461932)  --> TIME: 2025-05-12 09:55:19 -- STEP: 612/725 -- GLOBAL_STEP: 424200 | > loss_disc: 2.271500825881958 (2.197033778514736) | > loss_disc_real_0: 0.15009355545043945 (0.1346086864937947) | > loss_disc_real_1: 0.1896098405122757 (0.19002098799530975) | > loss_disc_real_2: 0.20902898907661438 (0.18815681124045178) | > loss_disc_real_3: 0.19684919714927673 (0.20478224019014749) | > loss_disc_real_4: 0.21100130677223206 (0.1935796752766846) | > loss_disc_real_5: 0.21295933425426483 (0.20845093565926057) | > loss_0: 2.271500825881958 (2.197033778514736) | > grad_norm_0: tensor(35.9604, device='cuda:0') (tensor(21.8626, device='cuda:0')) | > loss_gen: 2.6663758754730225 (2.7710113973399384) | > loss_kl: 1.68443763256073 (1.7131918649268303) | > loss_feat: 7.446922779083252 (8.309505286559563) | > loss_mel: 12.1638822555542 (12.881998030967967) | > loss_duration: 1.5959506034851074 (1.65941603101936) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.55756950378418 (27.335122588413213) | > grad_norm_1: tensor(484.2170, device='cuda:0') (tensor(359.9391, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8449 (0.8631066325443241) | > loader_time: 0.0099 (0.010426872695972717)  --> TIME: 2025-05-12 09:56:02 -- STEP: 662/725 -- GLOBAL_STEP: 424250 | > loss_disc: 2.153595447540283 (2.196653019625614) | > loss_disc_real_0: 0.20545409619808197 (0.1346373486464835) | > loss_disc_real_1: 0.18590332567691803 (0.19002390380532366) | > loss_disc_real_2: 0.18497858941555023 (0.18816451428970182) | > loss_disc_real_3: 0.20097623765468597 (0.20477480209485993) | > loss_disc_real_4: 0.1964290589094162 (0.19359802510983265) | > loss_disc_real_5: 0.18076761066913605 (0.20833235231771213) | > loss_0: 2.153595447540283 (2.196653019625614) | > grad_norm_0: tensor(23.8292, device='cuda:0') (tensor(21.8182, device='cuda:0')) | > loss_gen: 2.8123459815979004 (2.7719114853176112) | > loss_kl: 1.616869568824768 (1.712523451924684) | > loss_feat: 8.673943519592285 (8.30976830940593) | > loss_mel: 13.68685531616211 (12.881716958705761) | > loss_duration: 1.6517412662506104 (1.6597932285412558) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.441755294799805 (27.33571341534756) | > grad_norm_1: tensor(330.1646, device='cuda:0') (tensor(357.4161, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8947 (0.8628913524287704) | > loader_time: 0.0104 (0.010413568545684357)  --> TIME: 2025-05-12 09:56:46 -- STEP: 712/725 -- GLOBAL_STEP: 424300 | > loss_disc: 2.25711989402771 (2.1958989648336775) | > loss_disc_real_0: 0.12247440218925476 (0.13437696747230657) | > loss_disc_real_1: 0.20841705799102783 (0.18993316071756774) | > loss_disc_real_2: 0.21275359392166138 (0.18815111737237888) | > loss_disc_real_3: 0.23833619058132172 (0.20480948983785804) | > loss_disc_real_4: 0.19118064641952515 (0.19365547555551094) | > loss_disc_real_5: 0.1983988881111145 (0.20836658468156052) | > loss_0: 2.25711989402771 (2.1958989648336775) | > grad_norm_0: tensor(8.9725, device='cuda:0') (tensor(21.8699, device='cuda:0')) | > loss_gen: 2.6607682704925537 (2.773757393440505) | > loss_kl: 1.622119426727295 (1.712369670526365) | > loss_feat: 8.141094207763672 (8.32820939615872) | > loss_mel: 12.346537590026855 (12.906706851519903) | > loss_duration: 1.6471174955368042 (1.6595486966746573) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.417638778686523 (27.380591995260687) | > grad_norm_1: tensor(186.1722, device='cuda:0') (tensor(356.5392, device='cuda:0')) | > current_lr_0: 0.0001873893046548508 | > current_lr_1: 0.0001873893046548508 | > step_time: 0.8365 (0.8627773653925134) | > loader_time: 0.0096 (0.010384203677766787)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4014999866485596 (2.4014999866485596) | > loss_disc_real_0: 0.16722524166107178 (0.16722524166107178) | > loss_disc_real_1: 0.18891538679599762 (0.18891538679599762) | > loss_disc_real_2: 0.22690698504447937 (0.22690698504447937) | > loss_disc_real_3: 0.22918304800987244 (0.22918304800987244) | > loss_disc_real_4: 0.30393385887145996 (0.30393385887145996) | > loss_disc_real_5: 0.2627258002758026 (0.2627258002758026) | > loss_0: 2.4014999866485596 (2.4014999866485596) | > loss_gen: 2.6529641151428223 (2.6529641151428223) | > loss_kl: 2.0810747146606445 (2.0810747146606445) | > loss_feat: 6.724870204925537 (6.724870204925537) | > loss_mel: 11.73315715789795 (11.73315715789795) | > loss_duration: 1.7542204856872559 (1.7542204856872559) | > loss_1: 24.946285247802734 (24.946285247802734)  --> STEP: 1 | > loss_disc: 2.324058771133423 (2.324058771133423) | > loss_disc_real_0: 0.13605043292045593 (0.13605043292045593) | > loss_disc_real_1: 0.18001788854599 (0.18001788854599) | > loss_disc_real_2: 0.22333335876464844 (0.22333335876464844) | > loss_disc_real_3: 0.21832263469696045 (0.21832263469696045) | > loss_disc_real_4: 0.3015778660774231 (0.3015778660774231) | > loss_disc_real_5: 0.24018031358718872 (0.24018031358718872) | > loss_0: 2.324058771133423 (2.324058771133423) | > loss_gen: 2.7491583824157715 (2.7491583824157715) | > loss_kl: 2.214414119720459 (2.214414119720459) | > loss_feat: 7.882998943328857 (7.882998943328857) | > loss_mel: 13.104666709899902 (13.104666709899902) | > loss_duration: 1.8782775402069092 (1.8782775402069092) | > loss_1: 27.82951545715332 (27.82951545715332)  --> STEP: 2 | > loss_disc: 2.315655469894409 (2.319857120513916) | > loss_disc_real_0: 0.14712274074554443 (0.14158658683300018) | > loss_disc_real_1: 0.1911020129919052 (0.1855599507689476) | > loss_disc_real_2: 0.231110081076622 (0.22722171992063522) | > loss_disc_real_3: 0.21907387673854828 (0.21869825571775436) | > loss_disc_real_4: 0.3279505670070648 (0.31476421654224396) | > loss_disc_real_5: 0.24511763453483582 (0.24264897406101227) | > loss_0: 2.315655469894409 (2.319857120513916) | > loss_gen: 2.8343310356140137 (2.7917447090148926) | > loss_kl: 2.210594654083252 (2.2125043869018555) | > loss_feat: 7.838704586029053 (7.860851764678955) | > loss_mel: 12.777383804321289 (12.941025257110596) | > loss_duration: 1.94295072555542 (1.9106141328811646) | > loss_1: 27.603965759277344 (27.716740608215332)  --> STEP: 3 | > loss_disc: 2.3260185718536377 (2.3219109376271567) | > loss_disc_real_0: 0.1388956755399704 (0.14068961640199026) | > loss_disc_real_1: 0.1967281997203827 (0.18928270041942596) | > loss_disc_real_2: 0.22303882241249084 (0.22582742075125375) | > loss_disc_real_3: 0.22059977054595947 (0.21933209399382272) | > loss_disc_real_4: 0.32888132333755493 (0.3194699188073476) | > loss_disc_real_5: 0.25344979763031006 (0.24624924858411154) | > loss_0: 2.3260185718536377 (2.3219109376271567) | > loss_gen: 2.855790615081787 (2.813093344370524) | > loss_kl: 2.0176210403442383 (2.14754327138265) | > loss_feat: 8.852202415466309 (8.191301981608072) | > loss_mel: 13.856308937072754 (13.246119817097982) | > loss_duration: 1.8550152778625488 (1.8920811812082927) | > loss_1: 29.43693733215332 (28.29013951619466)  --> STEP: 4 | > loss_disc: 2.3144588470458984 (2.320047914981842) | > loss_disc_real_0: 0.1682707965373993 (0.14758491143584251) | > loss_disc_real_1: 0.1963018923997879 (0.19103749841451645) | > loss_disc_real_2: 0.20010364055633545 (0.21939647570252419) | > loss_disc_real_3: 0.22133803367614746 (0.21983357891440392) | > loss_disc_real_4: 0.2848251461982727 (0.3108087256550789) | > loss_disc_real_5: 0.22500762343406677 (0.24093884229660034) | > loss_0: 2.3144588470458984 (2.320047914981842) | > loss_gen: 2.72348690032959 (2.7906917333602905) | > loss_kl: 2.029329538345337 (2.1179898381233215) | > loss_feat: 7.469182014465332 (8.010771989822388) | > loss_mel: 12.970990180969238 (13.177337408065796) | > loss_duration: 1.780006766319275 (1.8640625774860382) | > loss_1: 26.97299575805664 (27.960853576660156) --> EVAL PERFORMANCE | > avg_loader_time: 0.33025187253952026 (+0.006201267242431641) | > avg_loss_disc: 2.320047914981842 (+0.09397369623184204) | > avg_loss_disc_real_0: 0.14758491143584251 (+0.06095832958817482) | > avg_loss_disc_real_1: 0.19103749841451645 (+0.006479807198047638) | > avg_loss_disc_real_2: 0.21939647570252419 (+0.030967731028795242) | > avg_loss_disc_real_3: 0.21983357891440392 (-0.01955060288310051) | > avg_loss_disc_real_4: 0.3108087256550789 (+0.09977977350354195) | > avg_loss_disc_real_5: 0.24093884229660034 (-0.06822730600833893) | > avg_loss_0: 2.320047914981842 (+0.09397369623184204) | > avg_loss_gen: 2.7906917333602905 (+0.11289197206497192) | > avg_loss_kl: 2.1179898381233215 (+0.12228015065193176) | > avg_loss_feat: 8.010771989822388 (-0.4903104305267334) | > avg_loss_mel: 13.177337408065796 (-1.1560962200164795) | > avg_loss_duration: 1.8640625774860382 (+0.02214035391807556) | > avg_loss_1: 27.960853576660156 (-1.3890938758850098)  > EPOCH: 522/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 09:57:04)   --> TIME: 2025-05-12 09:57:39 -- STEP: 37/725 -- GLOBAL_STEP: 424350 | > loss_disc: 2.1750147342681885 (2.1875729238664783) | > loss_disc_real_0: 0.1692655235528946 (0.13281547620489792) | > loss_disc_real_1: 0.1916988343000412 (0.1898181293461774) | > loss_disc_real_2: 0.170439675450325 (0.18713768873665784) | > loss_disc_real_3: 0.18277785181999207 (0.20394392674033707) | > loss_disc_real_4: 0.17175579071044922 (0.19374020679576978) | > loss_disc_real_5: 0.23156321048736572 (0.21029832234253754) | > loss_0: 2.1750147342681885 (2.1875729238664783) | > grad_norm_0: tensor(35.4251, device='cuda:0') (tensor(24.0247, device='cuda:0')) | > loss_gen: 2.719256639480591 (2.779198285695669) | > loss_kl: 1.6604927778244019 (1.7246578255215206) | > loss_feat: 9.118497848510742 (8.423397089983967) | > loss_mel: 13.45275592803955 (13.122826498907965) | > loss_duration: 1.6447643041610718 (1.6566064422195022) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.595767974853516 (27.70668601989746) | > grad_norm_1: tensor(520.3920, device='cuda:0') (tensor(366.3069, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8562 (0.8646351904482454) | > loader_time: 0.0103 (0.010073114085841823)  --> TIME: 2025-05-12 09:58:23 -- STEP: 87/725 -- GLOBAL_STEP: 424400 | > loss_disc: 2.1084635257720947 (2.1830119182323586) | > loss_disc_real_0: 0.1412278562784195 (0.13463584513499818) | > loss_disc_real_1: 0.18935635685920715 (0.18889640271663674) | > loss_disc_real_2: 0.21274147927761078 (0.1881317754929093) | > loss_disc_real_3: 0.1966237723827362 (0.2050144007836265) | > loss_disc_real_4: 0.21276339888572693 (0.19390815479316922) | > loss_disc_real_5: 0.15934504568576813 (0.205370941895178) | > loss_0: 2.1084635257720947 (2.1830119182323586) | > grad_norm_0: tensor(29.5788, device='cuda:0') (tensor(24.8355, device='cuda:0')) | > loss_gen: 2.772019624710083 (2.7930384394766268) | > loss_kl: 1.6893837451934814 (1.7223452685893268) | > loss_feat: 9.261945724487305 (8.46421074045116) | > loss_mel: 13.897512435913086 (13.002311224224924) | > loss_duration: 1.6310009956359863 (1.657553660458532) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.251863479614258 (27.63945928113214) | > grad_norm_1: tensor(527.8980, device='cuda:0') (tensor(378.7089, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8377 (0.8699604834633312) | > loader_time: 0.0093 (0.010018803607458358)  --> TIME: 2025-05-12 09:59:07 -- STEP: 137/725 -- GLOBAL_STEP: 424450 | > loss_disc: 2.0605196952819824 (2.1812037916949194) | > loss_disc_real_0: 0.10445591807365417 (0.13321525723177152) | > loss_disc_real_1: 0.16952583193778992 (0.1885883486183891) | > loss_disc_real_2: 0.1664467602968216 (0.18810300463742582) | > loss_disc_real_3: 0.21206557750701904 (0.20415361932594409) | > loss_disc_real_4: 0.17596390843391418 (0.19377018435157994) | > loss_disc_real_5: 0.21563275158405304 (0.20538637694651193) | > loss_0: 2.0605196952819824 (2.1812037916949194) | > grad_norm_0: tensor(30.5801, device='cuda:0') (tensor(23.7832, device='cuda:0')) | > loss_gen: 2.8528923988342285 (2.7878415514952946) | > loss_kl: 1.7044395208358765 (1.7151870675330616) | > loss_feat: 9.047492027282715 (8.41613778232658) | > loss_mel: 13.877577781677246 (12.916183784930377) | > loss_duration: 1.6341110467910767 (1.6578420592050482) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.116512298583984 (27.493192185450646) | > grad_norm_1: tensor(472.6093, device='cuda:0') (tensor(379.5570, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8354 (0.8679760807622088) | > loader_time: 0.0099 (0.010211323299547182)  --> TIME: 2025-05-12 09:59:51 -- STEP: 187/725 -- GLOBAL_STEP: 424500 | > loss_disc: 2.0901670455932617 (2.182211706345094) | > loss_disc_real_0: 0.09916427731513977 (0.13410614239659538) | > loss_disc_real_1: 0.21513690054416656 (0.1891772121509767) | > loss_disc_real_2: 0.20093542337417603 (0.18817885411295665) | > loss_disc_real_3: 0.19260476529598236 (0.20416996512502264) | > loss_disc_real_4: 0.18791742622852325 (0.19332143752013928) | > loss_disc_real_5: 0.20564857125282288 (0.20507355592148827) | > loss_0: 2.0901670455932617 (2.182211706345094) | > grad_norm_0: tensor(28.0702, device='cuda:0') (tensor(24.0794, device='cuda:0')) | > loss_gen: 2.822362184524536 (2.7892343156477977) | > loss_kl: 1.6554044485092163 (1.7067195833685564) | > loss_feat: 9.235701560974121 (8.420515815204475) | > loss_mel: 14.022588729858398 (12.923748480444923) | > loss_duration: 1.685200572013855 (1.6593597222139491) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.42125701904297 (27.49957786396863) | > grad_norm_1: tensor(490.0375, device='cuda:0') (tensor(385.3683, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8772 (0.8666996598881196) | > loader_time: 0.0101 (0.010151841423728249)  --> TIME: 2025-05-12 10:00:35 -- STEP: 237/725 -- GLOBAL_STEP: 424550 | > loss_disc: 2.125251054763794 (2.185956753758942) | > loss_disc_real_0: 0.13392189145088196 (0.13346257692650904) | > loss_disc_real_1: 0.18051065504550934 (0.18902010379461304) | > loss_disc_real_2: 0.17245446145534515 (0.18798411540089782) | > loss_disc_real_3: 0.20488661527633667 (0.20477559879610804) | > loss_disc_real_4: 0.17855164408683777 (0.1938859615396346) | > loss_disc_real_5: 0.19132006168365479 (0.20558078014900916) | > loss_0: 2.125251054763794 (2.185956753758942) | > grad_norm_0: tensor(15.4927, device='cuda:0') (tensor(22.9983, device='cuda:0')) | > loss_gen: 2.882417917251587 (2.78594292568255) | > loss_kl: 1.9988747835159302 (1.7138793870869569) | > loss_feat: 9.29031753540039 (8.423304443117928) | > loss_mel: 13.847689628601074 (12.906865393562155) | > loss_duration: 1.641563892364502 (1.6594042149274157) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.660863876342773 (27.48939629244905) | > grad_norm_1: tensor(103.1220, device='cuda:0') (tensor(371.1376, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8313 (0.8675651721310514) | > loader_time: 0.0099 (0.010222027573404431)  --> TIME: 2025-05-12 10:01:19 -- STEP: 287/725 -- GLOBAL_STEP: 424600 | > loss_disc: 2.150860548019409 (2.1887346593345094) | > loss_disc_real_0: 0.10995228588581085 (0.1340946788260331) | > loss_disc_real_1: 0.1947910338640213 (0.18929176775005224) | > loss_disc_real_2: 0.18929916620254517 (0.18824907623309295) | > loss_disc_real_3: 0.20782653987407684 (0.20465289876643786) | > loss_disc_real_4: 0.19605524837970734 (0.1937290488739046) | > loss_disc_real_5: 0.1962185651063919 (0.20667135570107434) | > loss_0: 2.150860548019409 (2.1887346593345094) | > grad_norm_0: tensor(30.1548, device='cuda:0') (tensor(22.0190, device='cuda:0')) | > loss_gen: 2.798841953277588 (2.7784494689117327) | > loss_kl: 1.6416141986846924 (1.714556657478784) | > loss_feat: 9.450017929077148 (8.39348260866224) | > loss_mel: 14.413724899291992 (12.876769976333456) | > loss_duration: 1.656842589378357 (1.6592585172387366) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.961040496826172 (27.422517165074368) | > grad_norm_1: tensor(492.0590, device='cuda:0') (tensor(355.9746, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8163 (0.866689766740965) | > loader_time: 0.01 (0.010178368266035869)  --> TIME: 2025-05-12 10:02:03 -- STEP: 337/725 -- GLOBAL_STEP: 424650 | > loss_disc: 2.186821699142456 (2.1915485193892135) | > loss_disc_real_0: 0.10066531598567963 (0.134325444256163) | > loss_disc_real_1: 0.19283293187618256 (0.1894344224508863) | > loss_disc_real_2: 0.18420204520225525 (0.18809564752111801) | > loss_disc_real_3: 0.19257493317127228 (0.20467568363563243) | > loss_disc_real_4: 0.23568658530712128 (0.1940079108543847) | > loss_disc_real_5: 0.19795186817646027 (0.20740676253415) | > loss_0: 2.186821699142456 (2.1915485193892135) | > grad_norm_0: tensor(13.1478, device='cuda:0') (tensor(21.3618, device='cuda:0')) | > loss_gen: 2.828050374984741 (2.7731098739612694) | > loss_kl: 1.6889781951904297 (1.718575752099826) | > loss_feat: 9.178027153015137 (8.38212451878216) | > loss_mel: 13.020658493041992 (12.875031669345029) | > loss_duration: 1.6507644653320312 (1.658648797949273) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.366479873657227 (27.40749054068274) | > grad_norm_1: tensor(343.3203, device='cuda:0') (tensor(348.9455, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8953 (0.8663877874878111) | > loader_time: 0.01 (0.010111965835978792)  --> TIME: 2025-05-12 10:02:47 -- STEP: 387/725 -- GLOBAL_STEP: 424700 | > loss_disc: 2.21065616607666 (2.194967944492666) | > loss_disc_real_0: 0.14404194056987762 (0.13462664947414285) | > loss_disc_real_1: 0.1893085092306137 (0.18979969512892633) | > loss_disc_real_2: 0.19419559836387634 (0.18829307037114482) | > loss_disc_real_3: 0.2264784276485443 (0.20490903393858778) | > loss_disc_real_4: 0.20831578969955444 (0.19437138054722025) | > loss_disc_real_5: 0.20877912640571594 (0.20785365760018348) | > loss_0: 2.21065616607666 (2.194967944492666) | > grad_norm_0: tensor(31.2508, device='cuda:0') (tensor(21.2402, device='cuda:0')) | > loss_gen: 2.7245118618011475 (2.7704684598809375) | > loss_kl: 1.674405813217163 (1.7222602767845758) | > loss_feat: 7.928808689117432 (8.352171719228261) | > loss_mel: 12.706850051879883 (12.855302209385913) | > loss_duration: 1.7234208583831787 (1.6586044041069288) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.757997512817383 (27.35880703889122) | > grad_norm_1: tensor(474.7970, device='cuda:0') (tensor(350.4677, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8654 (0.8665879536660759) | > loader_time: 0.0107 (0.010108878754214104)  --> TIME: 2025-05-12 10:03:32 -- STEP: 437/725 -- GLOBAL_STEP: 424750 | > loss_disc: 2.0935823917388916 (2.197019315966208) | > loss_disc_real_0: 0.10780072957277298 (0.13509297052087185) | > loss_disc_real_1: 0.1551901251077652 (0.19005894787115146) | > loss_disc_real_2: 0.16940593719482422 (0.18832639650840236) | > loss_disc_real_3: 0.19929315149784088 (0.20481985804008945) | > loss_disc_real_4: 0.19663800299167633 (0.19420663777150593) | > loss_disc_real_5: 0.2154902219772339 (0.2082450238804522) | > loss_0: 2.0935823917388916 (2.197019315966208) | > grad_norm_0: tensor(26.2197, device='cuda:0') (tensor(21.1795, device='cuda:0')) | > loss_gen: 2.841642379760742 (2.76671464437751) | > loss_kl: 1.6517692804336548 (1.720507923743817) | > loss_feat: 9.295737266540527 (8.332017236225118) | > loss_mel: 13.513324737548828 (12.840507555335282) | > loss_duration: 1.6353614330291748 (1.6583715265348247) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.937833786010742 (27.31811886139265) | > grad_norm_1: tensor(567.8514, device='cuda:0') (tensor(349.2999, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.898 (0.8671593458756156) | > loader_time: 0.0096 (0.01009288750742338)  --> TIME: 2025-05-12 10:04:15 -- STEP: 487/725 -- GLOBAL_STEP: 424800 | > loss_disc: 2.2742202281951904 (2.197162401260047) | > loss_disc_real_0: 0.13088177144527435 (0.13495998630717085) | > loss_disc_real_1: 0.17090170085430145 (0.19000492864565682) | > loss_disc_real_2: 0.19681993126869202 (0.1882947305450694) | > loss_disc_real_3: 0.18386715650558472 (0.20495579172943162) | > loss_disc_real_4: 0.1759902834892273 (0.19429646704720754) | > loss_disc_real_5: 0.21173860132694244 (0.20810509841789698) | > loss_0: 2.2742202281951904 (2.197162401260047) | > grad_norm_0: tensor(8.1953, device='cuda:0') (tensor(21.2750, device='cuda:0')) | > loss_gen: 2.771059274673462 (2.768076322406714) | > loss_kl: 1.7492737770080566 (1.7232956810408788) | > loss_feat: 7.804445743560791 (8.331608186757052) | > loss_mel: 12.659808158874512 (12.851415745776292) | > loss_duration: 1.6284818649291992 (1.6585003867041648) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.613067626953125 (27.332896324643364) | > grad_norm_1: tensor(197.3511, device='cuda:0') (tensor(350.2652, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8367 (0.8667631746562354) | > loader_time: 0.0121 (0.010091061464814921)  --> TIME: 2025-05-12 10:04:59 -- STEP: 537/725 -- GLOBAL_STEP: 424850 | > loss_disc: 2.2117865085601807 (2.195935774781851) | > loss_disc_real_0: 0.1957170069217682 (0.13471911210754087) | > loss_disc_real_1: 0.19721440970897675 (0.18995240166977573) | > loss_disc_real_2: 0.18698015809059143 (0.18834032265389652) | > loss_disc_real_3: 0.1977376639842987 (0.20481436262583597) | > loss_disc_real_4: 0.18523289263248444 (0.19422172798013765) | > loss_disc_real_5: 0.2376047670841217 (0.20807110930288303) | > loss_0: 2.2117865085601807 (2.195935774781851) | > grad_norm_0: tensor(21.4139, device='cuda:0') (tensor(21.3107, device='cuda:0')) | > loss_gen: 2.8998022079467773 (2.7704651999517966) | > loss_kl: 1.7510185241699219 (1.7264329254960213) | > loss_feat: 7.942397117614746 (8.3329213193897) | > loss_mel: 12.957529067993164 (12.868444249172672) | > loss_duration: 1.6929869651794434 (1.659159659895373) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.24373435974121 (27.357423359677334) | > grad_norm_1: tensor(163.6519, device='cuda:0') (tensor(349.3506, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8431 (0.8661712876467288) | > loader_time: 0.0093 (0.010106280751290487)  --> TIME: 2025-05-12 10:05:43 -- STEP: 587/725 -- GLOBAL_STEP: 424900 | > loss_disc: 2.285893201828003 (2.1961539297331347) | > loss_disc_real_0: 0.19847740232944489 (0.13470116366824283) | > loss_disc_real_1: 0.1807693988084793 (0.19011101319598983) | > loss_disc_real_2: 0.20132173597812653 (0.18836181363316168) | > loss_disc_real_3: 0.19018222391605377 (0.20481106948608838) | > loss_disc_real_4: 0.17270690202713013 (0.1943192571350824) | > loss_disc_real_5: 0.2277899980545044 (0.2079710529853781) | > loss_0: 2.285893201828003 (2.1961539297331347) | > grad_norm_0: tensor(42.9307, device='cuda:0') (tensor(21.2551, device='cuda:0')) | > loss_gen: 2.7815473079681396 (2.771130610568357) | > loss_kl: 1.7840272188186646 (1.7292611249667007) | > loss_feat: 7.831787586212158 (8.328261075677828) | > loss_mel: 12.4525146484375 (12.863499740522599) | > loss_duration: 1.6316074132919312 (1.6587662916167225) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.481483459472656 (27.350918842946033) | > grad_norm_1: tensor(398.2512, device='cuda:0') (tensor(348.0330, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8722 (0.8660148944724763) | > loader_time: 0.01 (0.010084202586081397)  --> TIME: 2025-05-12 10:06:27 -- STEP: 637/725 -- GLOBAL_STEP: 424950 | > loss_disc: 2.198251247406006 (2.195957390629518) | > loss_disc_real_0: 0.1142001524567604 (0.1344409588274067) | > loss_disc_real_1: 0.2038857340812683 (0.1900669142393338) | > loss_disc_real_2: 0.20651766657829285 (0.1884896518016348) | > loss_disc_real_3: 0.20772701501846313 (0.20485159527843746) | > loss_disc_real_4: 0.17761585116386414 (0.1943163857963432) | > loss_disc_real_5: 0.20894940197467804 (0.20803346326998676) | > loss_0: 2.198251247406006 (2.195957390629518) | > grad_norm_0: tensor(10.2354, device='cuda:0') (tensor(21.0016, device='cuda:0')) | > loss_gen: 2.8969902992248535 (2.7707877608258844) | > loss_kl: 1.8775358200073242 (1.7281521487647735) | > loss_feat: 8.453502655029297 (8.326607216096946) | > loss_mel: 12.531393051147461 (12.868204976176159) | > loss_duration: 1.6431059837341309 (1.6587633076043489) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.40252685546875 (27.352515419760902) | > grad_norm_1: tensor(377.4386, device='cuda:0') (tensor(343.8880, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8579 (0.8661082580662223) | > loader_time: 0.0104 (0.010103512409156303)  --> TIME: 2025-05-12 10:07:11 -- STEP: 687/725 -- GLOBAL_STEP: 425000 | > loss_disc: 2.174771308898926 (2.1954402751797684) | > loss_disc_real_0: 0.12127435207366943 (0.13449052276613077) | > loss_disc_real_1: 0.20108065009117126 (0.18997228887403883) | > loss_disc_real_2: 0.1526128649711609 (0.1883328544434155) | > loss_disc_real_3: 0.1775743067264557 (0.20482238363664393) | > loss_disc_real_4: 0.1695806086063385 (0.1941970461190527) | > loss_disc_real_5: 0.17180387675762177 (0.20815310112080027) | > loss_0: 2.174771308898926 (2.1954402751797684) | > grad_norm_0: tensor(17.4100, device='cuda:0') (tensor(20.9806, device='cuda:0')) | > loss_gen: 2.788815498352051 (2.7723893470292187) | > loss_kl: 1.7686113119125366 (1.7286540000893316) | > loss_feat: 8.560378074645996 (8.331455331355395) | > loss_mel: 12.288488388061523 (12.872582761828374) | > loss_duration: 1.6534180641174316 (1.6585340402705882) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.059709548950195 (27.36361550243661) | > grad_norm_1: tensor(392.3852, device='cuda:0') (tensor(342.3842, device='cuda:0')) | > current_lr_0: 0.00018736588099176892 | > current_lr_1: 0.00018736588099176892 | > step_time: 0.8835 (0.865792182855731) | > loader_time: 0.0121 (0.010138131298526058) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_425000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.317902088165283 (2.317902088165283) | > loss_disc_real_0: 0.16283506155014038 (0.16283506155014038) | > loss_disc_real_1: 0.19327643513679504 (0.19327643513679504) | > loss_disc_real_2: 0.24566520750522614 (0.24566520750522614) | > loss_disc_real_3: 0.23734907805919647 (0.23734907805919647) | > loss_disc_real_4: 0.21240375936031342 (0.21240375936031342) | > loss_disc_real_5: 0.2591468393802643 (0.2591468393802643) | > loss_0: 2.317902088165283 (2.317902088165283) | > loss_gen: 2.730482816696167 (2.730482816696167) | > loss_kl: 2.3857667446136475 (2.3857667446136475) | > loss_feat: 7.767611026763916 (7.767611026763916) | > loss_mel: 12.441520690917969 (12.441520690917969) | > loss_duration: 1.7526527643203735 (1.7526527643203735) | > loss_1: 27.078033447265625 (27.078033447265625)  --> STEP: 1 | > loss_disc: 2.2909698486328125 (2.2909698486328125) | > loss_disc_real_0: 0.14915220439434052 (0.14915220439434052) | > loss_disc_real_1: 0.19143915176391602 (0.19143915176391602) | > loss_disc_real_2: 0.23694099485874176 (0.23694099485874176) | > loss_disc_real_3: 0.23638874292373657 (0.23638874292373657) | > loss_disc_real_4: 0.19064545631408691 (0.19064545631408691) | > loss_disc_real_5: 0.2615166902542114 (0.2615166902542114) | > loss_0: 2.2909698486328125 (2.2909698486328125) | > loss_gen: 2.724483013153076 (2.724483013153076) | > loss_kl: 2.092974901199341 (2.092974901199341) | > loss_feat: 7.961953163146973 (7.961953163146973) | > loss_mel: 13.210335731506348 (13.210335731506348) | > loss_duration: 1.8337781429290771 (1.8337781429290771) | > loss_1: 27.823524475097656 (27.823524475097656)  --> STEP: 2 | > loss_disc: 2.1824991703033447 (2.2367345094680786) | > loss_disc_real_0: 0.1491554230451584 (0.14915381371974945) | > loss_disc_real_1: 0.1780422478914261 (0.18474069982767105) | > loss_disc_real_2: 0.23357835412025452 (0.23525967448949814) | > loss_disc_real_3: 0.22211800515651703 (0.2292533740401268) | > loss_disc_real_4: 0.20907799899578094 (0.19986172765493393) | > loss_disc_real_5: 0.24188636243343353 (0.2517015263438225) | > loss_0: 2.1824991703033447 (2.2367345094680786) | > loss_gen: 2.990985155105591 (2.8577340841293335) | > loss_kl: 2.227724552154541 (2.160349726676941) | > loss_feat: 9.026981353759766 (8.49446725845337) | > loss_mel: 14.329755783081055 (13.770045757293701) | > loss_duration: 1.8800334930419922 (1.8569058179855347) | > loss_1: 30.455480575561523 (29.13950252532959)  --> STEP: 3 | > loss_disc: 2.295861005783081 (2.2564433415730796) | > loss_disc_real_0: 0.16867418587207794 (0.1556606044371923) | > loss_disc_real_1: 0.20093467831611633 (0.1901386926571528) | > loss_disc_real_2: 0.24854905903339386 (0.23968946933746338) | > loss_disc_real_3: 0.2210765779018402 (0.2265277753273646) | > loss_disc_real_4: 0.2298855036497116 (0.2098696529865265) | > loss_disc_real_5: 0.25272059440612793 (0.2520412156979243) | > loss_0: 2.295861005783081 (2.2564433415730796) | > loss_gen: 2.8296360969543457 (2.8483680884043374) | > loss_kl: 1.9032304286956787 (2.07464329401652) | > loss_feat: 7.802530765533447 (8.263821760813395) | > loss_mel: 13.031445503234863 (13.523845672607422) | > loss_duration: 1.8567191362380981 (1.8568435907363892) | > loss_1: 27.423561096191406 (28.567522048950195)  --> STEP: 4 | > loss_disc: 2.213834762573242 (2.24579119682312) | > loss_disc_real_0: 0.11715785413980484 (0.14603491686284542) | > loss_disc_real_1: 0.18807484209537506 (0.18962273001670837) | > loss_disc_real_2: 0.22330822050571442 (0.23559415712952614) | > loss_disc_real_3: 0.23230646550655365 (0.22797244787216187) | > loss_disc_real_4: 0.22239327430725098 (0.2130005583167076) | > loss_disc_real_5: 0.28660619258880615 (0.26068245992064476) | > loss_0: 2.213834762573242 (2.24579119682312) | > loss_gen: 2.994292974472046 (2.8848493099212646) | > loss_kl: 2.0847132205963135 (2.0771607756614685) | > loss_feat: 10.534740447998047 (8.831551432609558) | > loss_mel: 15.371596336364746 (13.985783338546753) | > loss_duration: 1.7832294702529907 (1.8384400606155396) | > loss_1: 32.76857376098633 (29.61778497695923) --> EVAL PERFORMANCE | > avg_loader_time: 0.3349994421005249 (+0.004747569561004639) | > avg_loss_disc: 2.24579119682312 (-0.07425671815872192) | > avg_loss_disc_real_0: 0.14603491686284542 (-0.0015499945729970932) | > avg_loss_disc_real_1: 0.18962273001670837 (-0.001414768397808075) | > avg_loss_disc_real_2: 0.23559415712952614 (+0.016197681427001953) | > avg_loss_disc_real_3: 0.22797244787216187 (+0.00813886895775795) | > avg_loss_disc_real_4: 0.2130005583167076 (-0.09780816733837128) | > avg_loss_disc_real_5: 0.26068245992064476 (+0.01974361762404442) | > avg_loss_0: 2.24579119682312 (-0.07425671815872192) | > avg_loss_gen: 2.8848493099212646 (+0.09415757656097412) | > avg_loss_kl: 2.0771607756614685 (-0.04082906246185303) | > avg_loss_feat: 8.831551432609558 (+0.8207794427871704) | > avg_loss_mel: 13.985783338546753 (+0.808445930480957) | > avg_loss_duration: 1.8384400606155396 (-0.025622516870498657) | > avg_loss_1: 29.61778497695923 (+1.6569314002990723)  > EPOCH: 523/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 10:07:54)   --> TIME: 2025-05-12 10:08:07 -- STEP: 12/725 -- GLOBAL_STEP: 425050 | > loss_disc: 2.126251697540283 (2.195748428503672) | > loss_disc_real_0: 0.14878682792186737 (0.14138408564031124) | > loss_disc_real_1: 0.19954346120357513 (0.18849205846587816) | > loss_disc_real_2: 0.18279950320720673 (0.18385553856690726) | > loss_disc_real_3: 0.1878216564655304 (0.20489115888873735) | > loss_disc_real_4: 0.21278050541877747 (0.19902871921658516) | > loss_disc_real_5: 0.1832352727651596 (0.2159985601902008) | > loss_0: 2.126251697540283 (2.195748428503672) | > grad_norm_0: tensor(38.2720, device='cuda:0') (tensor(29.2217, device='cuda:0')) | > loss_gen: 2.832829475402832 (2.8134873509407043) | > loss_kl: 1.7558281421661377 (1.7259239455064137) | > loss_feat: 9.04389476776123 (8.537435015042623) | > loss_mel: 12.525410652160645 (13.139373779296875) | > loss_duration: 1.6839326620101929 (1.661485383907954) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.841896057128906 (27.877704938252766) | > grad_norm_1: tensor(530.1452, device='cuda:0') (tensor(389.4456, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8572 (0.8452781240145365) | > loader_time: 0.0089 (0.010561585426330566)  --> TIME: 2025-05-12 10:08:51 -- STEP: 62/725 -- GLOBAL_STEP: 425100 | > loss_disc: 2.098789930343628 (2.2156720526756777) | > loss_disc_real_0: 0.14549674093723297 (0.1362522942644934) | > loss_disc_real_1: 0.17780594527721405 (0.18947579976051085) | > loss_disc_real_2: 0.20831814408302307 (0.1893447447688349) | > loss_disc_real_3: 0.22927355766296387 (0.20773090229880425) | > loss_disc_real_4: 0.22186599671840668 (0.19612432487549317) | > loss_disc_real_5: 0.20865876972675323 (0.21029912848626414) | > loss_0: 2.098789930343628 (2.2156720526756777) | > grad_norm_0: tensor(45.1576, device='cuda:0') (tensor(22.3660, device='cuda:0')) | > loss_gen: 2.934291124343872 (2.7580195703814105) | > loss_kl: 1.7002532482147217 (1.732076031546439) | > loss_feat: 8.713031768798828 (8.24723469826483) | > loss_mel: 13.955002784729004 (12.802392759630758) | > loss_duration: 1.6897788047790527 (1.657397981612913) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.992359161376953 (27.197120851086034) | > grad_norm_1: tensor(469.5050, device='cuda:0') (tensor(362.8637, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8645 (0.862816333770752) | > loader_time: 0.0104 (0.010557682283463017)  --> TIME: 2025-05-12 10:09:35 -- STEP: 112/725 -- GLOBAL_STEP: 425150 | > loss_disc: 2.1658854484558105 (2.1977004632353787) | > loss_disc_real_0: 0.10291129350662231 (0.133294776348131) | > loss_disc_real_1: 0.18840979039669037 (0.18955844986651624) | > loss_disc_real_2: 0.22376911342144012 (0.18876823556742497) | > loss_disc_real_3: 0.18269279599189758 (0.20554526575974058) | > loss_disc_real_4: 0.1874394416809082 (0.19414494758737938) | > loss_disc_real_5: 0.18721072375774384 (0.2075968807829278) | > loss_0: 2.1658854484558105 (2.1977004632353787) | > grad_norm_0: tensor(22.7318, device='cuda:0') (tensor(21.6851, device='cuda:0')) | > loss_gen: 2.8210742473602295 (2.774514315383775) | > loss_kl: 1.605576992034912 (1.7312265187501907) | > loss_feat: 8.149882316589355 (8.312623241118027) | > loss_mel: 11.789257049560547 (12.868000847952706) | > loss_duration: 1.6524989604949951 (1.660059752208846) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.018287658691406 (27.346424630710057) | > grad_norm_1: tensor(520.9862, device='cuda:0') (tensor(376.4582, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8471 (0.8647028803825378) | > loader_time: 0.0099 (0.010339094059807917)  --> TIME: 2025-05-12 10:10:19 -- STEP: 162/725 -- GLOBAL_STEP: 425200 | > loss_disc: 2.208467960357666 (2.1985873285635025) | > loss_disc_real_0: 0.20571061968803406 (0.1352425787000008) | > loss_disc_real_1: 0.16988591849803925 (0.18980672468005874) | > loss_disc_real_2: 0.1723027527332306 (0.18800930504077745) | > loss_disc_real_3: 0.1804029941558838 (0.20548930782594807) | > loss_disc_real_4: 0.16607385873794556 (0.19409290544780686) | > loss_disc_real_5: 0.22326762974262238 (0.20731774533604397) | > loss_0: 2.208467960357666 (2.1985873285635025) | > grad_norm_0: tensor(36.7518, device='cuda:0') (tensor(22.6998, device='cuda:0')) | > loss_gen: 2.845348834991455 (2.77979016745532) | > loss_kl: 1.912721872329712 (1.7277785076035395) | > loss_feat: 8.438512802124023 (8.312093575795492) | > loss_mel: 13.80278205871582 (12.845368408862456) | > loss_duration: 1.6127080917358398 (1.6590633046479866) | > amp_scaler: 512.0 (335.01234567901247) | > loss_1: 28.612071990966797 (27.32409386575958) | > grad_norm_1: tensor(517.6808, device='cuda:0') (tensor(386.5136, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8444 (0.8643442421783636) | > loader_time: 0.0097 (0.010412473737457661)  --> TIME: 2025-05-12 10:11:03 -- STEP: 212/725 -- GLOBAL_STEP: 425250 | > loss_disc: 2.1423540115356445 (2.1998545263173437) | > loss_disc_real_0: 0.12935693562030792 (0.13486643866547995) | > loss_disc_real_1: 0.18541152775287628 (0.18992074206471443) | > loss_disc_real_2: 0.2023438960313797 (0.18808709042814542) | > loss_disc_real_3: 0.22405123710632324 (0.2059473857143016) | > loss_disc_real_4: 0.2388642579317093 (0.19469729101039332) | > loss_disc_real_5: 0.21016749739646912 (0.20772716944228928) | > loss_0: 2.1423540115356445 (2.1998545263173437) | > grad_norm_0: tensor(27.0912, device='cuda:0') (tensor(22.5875, device='cuda:0')) | > loss_gen: 2.886554002761841 (2.7788170913480372) | > loss_kl: 1.755517601966858 (1.737605187690483) | > loss_feat: 9.683197975158691 (8.315387177017499) | > loss_mel: 13.738641738891602 (12.870231138085419) | > loss_duration: 1.6643755435943604 (1.659344445984318) | > amp_scaler: 256.0 (327.24528301886795) | > loss_1: 29.728286743164062 (27.361385003575737) | > grad_norm_1: tensor(97.3633, device='cuda:0') (tensor(386.1225, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.856 (0.8651719070830435) | > loader_time: 0.0099 (0.010424756778861004)  --> TIME: 2025-05-12 10:11:47 -- STEP: 262/725 -- GLOBAL_STEP: 425300 | > loss_disc: 2.321317672729492 (2.2023568039632018) | > loss_disc_real_0: 0.13711480796337128 (0.13566146128391482) | > loss_disc_real_1: 0.20372550189495087 (0.1899129131254349) | > loss_disc_real_2: 0.2157055139541626 (0.1882688564653615) | > loss_disc_real_3: 0.20540015399456024 (0.20581823507793082) | > loss_disc_real_4: 0.1909458339214325 (0.19432389258428387) | > loss_disc_real_5: 0.22178050875663757 (0.20823692450769074) | > loss_0: 2.321317672729492 (2.2023568039632018) | > grad_norm_0: tensor(9.4092, device='cuda:0') (tensor(22.1500, device='cuda:0')) | > loss_gen: 2.427203416824341 (2.7714239149603235) | > loss_kl: 1.708531141281128 (1.738457280260916) | > loss_feat: 6.9146928787231445 (8.287234530194116) | > loss_mel: 11.85364055633545 (12.844593626852253) | > loss_duration: 1.6553810834884644 (1.6600568044276633) | > amp_scaler: 256.0 (313.64885496183206) | > loss_1: 24.5594482421875 (27.301766126210453) | > grad_norm_1: tensor(182.2662, device='cuda:0') (tensor(377.4811, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8915 (0.8642089175813981) | > loader_time: 0.0114 (0.01039604285291134)  --> TIME: 2025-05-12 10:12:31 -- STEP: 312/725 -- GLOBAL_STEP: 425350 | > loss_disc: 2.157961845397949 (2.20540219812821) | > loss_disc_real_0: 0.14433865249156952 (0.135864466930238) | > loss_disc_real_1: 0.20108598470687866 (0.19016941885153457) | > loss_disc_real_2: 0.1921711564064026 (0.18880326472795927) | > loss_disc_real_3: 0.2088358849287033 (0.20569837317825895) | > loss_disc_real_4: 0.2114146500825882 (0.1947301819156378) | > loss_disc_real_5: 0.19858737289905548 (0.20816599840346045) | > loss_0: 2.157961845397949 (2.20540219812821) | > grad_norm_0: tensor(32.4657, device='cuda:0') (tensor(21.6094, device='cuda:0')) | > loss_gen: 2.8613181114196777 (2.762736652906124) | > loss_kl: 1.5418039560317993 (1.7345479948398395) | > loss_feat: 8.731034278869629 (8.249601717178642) | > loss_mel: 13.476269721984863 (12.806276617906027) | > loss_duration: 1.639630675315857 (1.6591653372996893) | > amp_scaler: 256.0 (304.4102564102565) | > loss_1: 28.250057220458984 (27.212328275044758) | > grad_norm_1: tensor(519.8958, device='cuda:0') (tensor(364.9130, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8548 (0.8641983461685669) | > loader_time: 0.0105 (0.010370231591738199)  --> TIME: 2025-05-12 10:13:15 -- STEP: 362/725 -- GLOBAL_STEP: 425400 | > loss_disc: 2.2561182975769043 (2.2033423544293598) | > loss_disc_real_0: 0.13628916442394257 (0.13567125439149894) | > loss_disc_real_1: 0.17550747096538544 (0.18980191186976045) | > loss_disc_real_2: 0.20257671177387238 (0.18864192562537957) | > loss_disc_real_3: 0.19261807203292847 (0.20536059384023292) | > loss_disc_real_4: 0.1942531019449234 (0.19470454546628083) | > loss_disc_real_5: 0.21063238382339478 (0.20830841794692342) | > loss_0: 2.2561182975769043 (2.2033423544293598) | > grad_norm_0: tensor(18.2623, device='cuda:0') (tensor(21.8432, device='cuda:0')) | > loss_gen: 2.794508218765259 (2.7635387946228964) | > loss_kl: 1.7764244079589844 (1.7343968712822508) | > loss_feat: 8.19245433807373 (8.26626174621161) | > loss_mel: 12.008894920349121 (12.822080080021806) | > loss_duration: 1.5992231369018555 (1.6584798808914523) | > amp_scaler: 256.0 (297.7237569060776) | > loss_1: 26.371505737304688 (27.244757325609744) | > grad_norm_1: tensor(401.3282, device='cuda:0') (tensor(361.5484, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8459 (0.864719060903096) | > loader_time: 0.0099 (0.010384354802126385)  --> TIME: 2025-05-12 10:13:59 -- STEP: 412/725 -- GLOBAL_STEP: 425450 | > loss_disc: 2.090475082397461 (2.203357252970481) | > loss_disc_real_0: 0.11081022024154663 (0.13541520200669765) | > loss_disc_real_1: 0.1675025224685669 (0.1899395080518376) | > loss_disc_real_2: 0.19735975563526154 (0.18891032560936455) | > loss_disc_real_3: 0.1723768711090088 (0.20510787813408865) | > loss_disc_real_4: 0.19086670875549316 (0.19488437600361494) | > loss_disc_real_5: 0.19652621448040009 (0.20849952448918974) | > loss_0: 2.090475082397461 (2.203357252970481) | > grad_norm_0: tensor(10.6788, device='cuda:0') (tensor(21.4832, device='cuda:0')) | > loss_gen: 2.8590915203094482 (2.763540490738397) | > loss_kl: 1.8263436555862427 (1.7327657376678245) | > loss_feat: 9.3089017868042 (8.261907424741594) | > loss_mel: 14.233536720275879 (12.810578110148601) | > loss_duration: 1.6759583950042725 (1.6590462283602039) | > amp_scaler: 256.0 (292.6601941747573) | > loss_1: 29.903831481933594 (27.22783796995589) | > grad_norm_1: tensor(352.5857, device='cuda:0') (tensor(360.1292, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8914 (0.8651874597790172) | > loader_time: 0.0103 (0.010354438453044708)  --> TIME: 2025-05-12 10:14:43 -- STEP: 462/725 -- GLOBAL_STEP: 425500 | > loss_disc: 2.1161868572235107 (2.202462909283572) | > loss_disc_real_0: 0.12505656480789185 (0.1353872586606126) | > loss_disc_real_1: 0.21364375948905945 (0.18997017561873322) | > loss_disc_real_2: 0.20063912868499756 (0.18903038747511902) | > loss_disc_real_3: 0.21968865394592285 (0.20532054879835676) | > loss_disc_real_4: 0.14422664046287537 (0.19442426419748376) | > loss_disc_real_5: 0.237321674823761 (0.2083975606279455) | > loss_0: 2.1161868572235107 (2.202462909283572) | > grad_norm_0: tensor(19.2786, device='cuda:0') (tensor(21.7760, device='cuda:0')) | > loss_gen: 2.83601450920105 (2.7683108348351024) | > loss_kl: 1.6142927408218384 (1.7309009734686318) | > loss_feat: 9.096607208251953 (8.282873289925723) | > loss_mel: 14.09321403503418 (12.839224691514842) | > loss_duration: 1.6713640689849854 (1.6588454984483265) | > amp_scaler: 256.0 (288.6926406926407) | > loss_1: 29.311492919921875 (27.28015526032551) | > grad_norm_1: tensor(463.4921, device='cuda:0') (tensor(362.8708, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8087 (0.8649316520401926) | > loader_time: 0.0098 (0.010367985927697386)  --> TIME: 2025-05-12 10:15:27 -- STEP: 512/725 -- GLOBAL_STEP: 425550 | > loss_disc: 2.1503782272338867 (2.203574757324528) | > loss_disc_real_0: 0.11179926991462708 (0.1356346241664141) | > loss_disc_real_1: 0.1488015353679657 (0.1900707902386785) | > loss_disc_real_2: 0.1923077404499054 (0.1890681384538766) | > loss_disc_real_3: 0.2029578685760498 (0.20535671067773367) | > loss_disc_real_4: 0.1848166584968567 (0.19429446861613545) | > loss_disc_real_5: 0.17350567877292633 (0.20853338312008413) | > loss_0: 2.1503782272338867 (2.203574757324528) | > grad_norm_0: tensor(13.2639, device='cuda:0') (tensor(21.7937, device='cuda:0')) | > loss_gen: 2.711116313934326 (2.765796086750925) | > loss_kl: 1.814395785331726 (1.72645680536516) | > loss_feat: 8.550006866455078 (8.268057647161195) | > loss_mel: 12.810077667236328 (12.850826205685731) | > loss_duration: 1.619788646697998 (1.6596019153948873) | > amp_scaler: 256.0 (285.5) | > loss_1: 27.505386352539062 (27.270738668739796) | > grad_norm_1: tensor(336.2388, device='cuda:0') (tensor(359.8534, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8711 (0.8650188562460244) | > loader_time: 0.0101 (0.010346041060984136)  --> TIME: 2025-05-12 10:16:11 -- STEP: 562/725 -- GLOBAL_STEP: 425600 | > loss_disc: 2.335684299468994 (2.201757180945301) | > loss_disc_real_0: 0.14533132314682007 (0.135134563897322) | > loss_disc_real_1: 0.207977294921875 (0.18984019125271528) | > loss_disc_real_2: 0.20600134134292603 (0.18880049338120158) | > loss_disc_real_3: 0.22406131029129028 (0.20517884404315648) | > loss_disc_real_4: 0.20600049197673798 (0.19434800950869974) | > loss_disc_real_5: 0.2353845238685608 (0.20887742204810375) | > loss_0: 2.335684299468994 (2.201757180945301) | > grad_norm_0: tensor(18.2296, device='cuda:0') (tensor(21.4012, device='cuda:0')) | > loss_gen: 2.607398748397827 (2.7662754466100954) | > loss_kl: 1.7772225141525269 (1.7277444781357707) | > loss_feat: 7.155361652374268 (8.285808905163702) | > loss_mel: 10.597278594970703 (12.872946364175377) | > loss_duration: 1.632009744644165 (1.6595309251568073) | > amp_scaler: 256.0 (282.87544483985766) | > loss_1: 23.769269943237305 (27.31230613260507) | > grad_norm_1: tensor(246.0903, device='cuda:0') (tensor(354.9612, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.9065 (0.8647647973057215) | > loader_time: 0.01 (0.010316498338964062)  --> TIME: 2025-05-12 10:16:55 -- STEP: 612/725 -- GLOBAL_STEP: 425650 | > loss_disc: 2.3701746463775635 (2.2010908592370573) | > loss_disc_real_0: 0.18304623663425446 (0.1348382894899329) | > loss_disc_real_1: 0.21195776760578156 (0.18989585892729519) | > loss_disc_real_2: 0.2030411809682846 (0.18887429078127824) | > loss_disc_real_3: 0.25331664085388184 (0.2051898944222071) | > loss_disc_real_4: 0.20594139397144318 (0.19429379246301123) | > loss_disc_real_5: 0.20761717855930328 (0.20891720056533813) | > loss_0: 2.3701746463775635 (2.2010908592370573) | > grad_norm_0: tensor(16.5940, device='cuda:0') (tensor(21.4268, device='cuda:0')) | > loss_gen: 2.5518739223480225 (2.7660513944875187) | > loss_kl: 1.779057502746582 (1.726272109287237) | > loss_feat: 6.7770586013793945 (8.289897883639622) | > loss_mel: 12.095977783203125 (12.869021233390354) | > loss_duration: 1.6005585193634033 (1.6588910453849368) | > amp_scaler: 256.0 (280.67973856209153) | > loss_1: 24.804527282714844 (27.31013367222806) | > grad_norm_1: tensor(146.4050, device='cuda:0') (tensor(355.1887, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8358 (0.8648379172375004) | > loader_time: 0.0111 (0.010305998372096644)  --> TIME: 2025-05-12 10:17:39 -- STEP: 662/725 -- GLOBAL_STEP: 425700 | > loss_disc: 2.161806583404541 (2.2013759333921663) | > loss_disc_real_0: 0.07875650376081467 (0.13503176074058595) | > loss_disc_real_1: 0.19973617792129517 (0.1900161679867893) | > loss_disc_real_2: 0.1839282065629959 (0.18894340559345008) | > loss_disc_real_3: 0.18947887420654297 (0.20508181434293538) | > loss_disc_real_4: 0.17340612411499023 (0.19431748680117636) | > loss_disc_real_5: 0.17968760430812836 (0.20884309058553144) | > loss_0: 2.161806583404541 (2.2013759333921663) | > grad_norm_0: tensor(21.5982, device='cuda:0') (tensor(21.6270, device='cuda:0')) | > loss_gen: 2.8110287189483643 (2.766644280482636) | > loss_kl: 1.8079450130462646 (1.7276724821851333) | > loss_feat: 8.54821491241455 (8.286723939313635) | > loss_mel: 12.654635429382324 (12.861212365937009) | > loss_duration: 1.6731706857681274 (1.6592028013168865) | > amp_scaler: 256.0 (278.8157099697885) | > loss_1: 27.4949951171875 (27.301455860771814) | > grad_norm_1: tensor(523.2542, device='cuda:0') (tensor(358.9051, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8905 (0.8646483986759478) | > loader_time: 0.0102 (0.01029758042799382)  --> TIME: 2025-05-12 10:18:23 -- STEP: 712/725 -- GLOBAL_STEP: 425750 | > loss_disc: 2.251683235168457 (2.202085159300414) | > loss_disc_real_0: 0.15346300601959229 (0.1353680002032201) | > loss_disc_real_1: 0.17830787599086761 (0.18989477220797152) | > loss_disc_real_2: 0.18979530036449432 (0.18899917836939367) | > loss_disc_real_3: 0.212210550904274 (0.2050231334784728) | > loss_disc_real_4: 0.19166508316993713 (0.19423012316143254) | > loss_disc_real_5: 0.19541610777378082 (0.2090230384485775) | > loss_0: 2.251683235168457 (2.202085159300414) | > grad_norm_0: tensor(19.4702, device='cuda:0') (tensor(21.6067, device='cuda:0')) | > loss_gen: 2.7071385383605957 (2.7658633495984466) | > loss_kl: 1.6870486736297607 (1.726013491997558) | > loss_feat: 7.059795379638672 (8.283322460196002) | > loss_mel: 11.809338569641113 (12.868373075228051) | > loss_duration: 1.6283153295516968 (1.659052353729023) | > amp_scaler: 256.0 (277.2134831460675) | > loss_1: 24.89163589477539 (27.30262473192109) | > grad_norm_1: tensor(225.1943, device='cuda:0') (tensor(357.8714, device='cuda:0')) | > current_lr_0: 0.00018734246025664495 | > current_lr_1: 0.00018734246025664495 | > step_time: 0.8253 (0.8655565310730027) | > loader_time: 0.0095 (0.01029836964071466)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.43583607673645 (2.43583607673645) | > loss_disc_real_0: 0.1805126667022705 (0.1805126667022705) | > loss_disc_real_1: 0.19323812425136566 (0.19323812425136566) | > loss_disc_real_2: 0.2257869839668274 (0.2257869839668274) | > loss_disc_real_3: 0.27196449041366577 (0.27196449041366577) | > loss_disc_real_4: 0.2490272969007492 (0.2490272969007492) | > loss_disc_real_5: 0.25747150182724 (0.25747150182724) | > loss_0: 2.43583607673645 (2.43583607673645) | > loss_gen: 2.669997453689575 (2.669997453689575) | > loss_kl: 2.0037269592285156 (2.0037269592285156) | > loss_feat: 7.323357582092285 (7.323357582092285) | > loss_mel: 13.382080078125 (13.382080078125) | > loss_duration: 1.7524561882019043 (1.7524561882019043) | > loss_1: 27.13161849975586 (27.13161849975586)  --> STEP: 1 | > loss_disc: 2.3011322021484375 (2.3011322021484375) | > loss_disc_real_0: 0.1501750349998474 (0.1501750349998474) | > loss_disc_real_1: 0.2007802426815033 (0.2007802426815033) | > loss_disc_real_2: 0.23943942785263062 (0.23943942785263062) | > loss_disc_real_3: 0.25227829813957214 (0.25227829813957214) | > loss_disc_real_4: 0.23676034808158875 (0.23676034808158875) | > loss_disc_real_5: 0.20976513624191284 (0.20976513624191284) | > loss_0: 2.3011322021484375 (2.3011322021484375) | > loss_gen: 2.8227195739746094 (2.8227195739746094) | > loss_kl: 2.217663288116455 (2.217663288116455) | > loss_feat: 8.129700660705566 (8.129700660705566) | > loss_mel: 13.647472381591797 (13.647472381591797) | > loss_duration: 1.8971993923187256 (1.8971993923187256) | > loss_1: 28.71475601196289 (28.71475601196289)  --> STEP: 2 | > loss_disc: 2.4146933555603027 (2.35791277885437) | > loss_disc_real_0: 0.1649085283279419 (0.15754178166389465) | > loss_disc_real_1: 0.20076586306095123 (0.20077305287122726) | > loss_disc_real_2: 0.21267378330230713 (0.22605660557746887) | > loss_disc_real_3: 0.2643614709377289 (0.2583198845386505) | > loss_disc_real_4: 0.24769258499145508 (0.2422264665365219) | > loss_disc_real_5: 0.25489330291748047 (0.23232921957969666) | > loss_0: 2.4146933555603027 (2.35791277885437) | > loss_gen: 2.607215166091919 (2.714967370033264) | > loss_kl: 2.0644571781158447 (2.14106023311615) | > loss_feat: 7.2757368087768555 (7.702718734741211) | > loss_mel: 12.350168228149414 (12.998820304870605) | > loss_duration: 1.8997775316238403 (1.898488461971283) | > loss_1: 26.197355270385742 (27.456055641174316)  --> STEP: 3 | > loss_disc: 2.2770328521728516 (2.330952803293864) | > loss_disc_real_0: 0.14258192479610443 (0.15255516270796457) | > loss_disc_real_1: 0.18929924070835114 (0.1969484488169352) | > loss_disc_real_2: 0.20162898302078247 (0.21791406472524008) | > loss_disc_real_3: 0.22631028294563293 (0.247650017340978) | > loss_disc_real_4: 0.23324434459209442 (0.23923242588837942) | > loss_disc_real_5: 0.2320510894060135 (0.23223650952180228) | > loss_0: 2.2770328521728516 (2.330952803293864) | > loss_gen: 2.7070472240448 (2.712327321370443) | > loss_kl: 2.072119951248169 (2.1180801391601562) | > loss_feat: 8.151944160461426 (7.852460543314616) | > loss_mel: 13.365514755249023 (13.121051788330078) | > loss_duration: 1.8641513586044312 (1.887042760848999) | > loss_1: 28.160776138305664 (27.690962473551433)  --> STEP: 4 | > loss_disc: 2.3081579208374023 (2.3252540826797485) | > loss_disc_real_0: 0.13497589528560638 (0.14816034585237503) | > loss_disc_real_1: 0.18955060839653015 (0.19509898871183395) | > loss_disc_real_2: 0.22369080781936646 (0.21935825049877167) | > loss_disc_real_3: 0.24715396761894226 (0.24752600491046906) | > loss_disc_real_4: 0.2509537637233734 (0.24216276034712791) | > loss_disc_real_5: 0.2379675805568695 (0.23366927728056908) | > loss_0: 2.3081579208374023 (2.3252540826797485) | > loss_gen: 2.7117631435394287 (2.712186276912689) | > loss_kl: 2.2436206340789795 (2.149465262889862) | > loss_feat: 7.965206146240234 (7.8806469440460205) | > loss_mel: 13.698931694030762 (13.265521764755249) | > loss_duration: 1.7932863235473633 (1.86360365152359) | > loss_1: 28.41280746459961 (27.871423721313477) --> EVAL PERFORMANCE | > avg_loader_time: 0.3287545442581177 (-0.0062448978424072266) | > avg_loss_disc: 2.3252540826797485 (+0.07946288585662842) | > avg_loss_disc_real_0: 0.14816034585237503 (+0.0021254289895296097) | > avg_loss_disc_real_1: 0.19509898871183395 (+0.00547625869512558) | > avg_loss_disc_real_2: 0.21935825049877167 (-0.01623590663075447) | > avg_loss_disc_real_3: 0.24752600491046906 (+0.01955355703830719) | > avg_loss_disc_real_4: 0.24216276034712791 (+0.029162202030420303) | > avg_loss_disc_real_5: 0.23366927728056908 (-0.027013182640075684) | > avg_loss_0: 2.3252540826797485 (+0.07946288585662842) | > avg_loss_gen: 2.712186276912689 (-0.17266303300857544) | > avg_loss_kl: 2.149465262889862 (+0.07230448722839355) | > avg_loss_feat: 7.8806469440460205 (-0.9509044885635376) | > avg_loss_mel: 13.265521764755249 (-0.7202615737915039) | > avg_loss_duration: 1.86360365152359 (+0.025163590908050537) | > avg_loss_1: 27.871423721313477 (-1.746361255645752)  > EPOCH: 524/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 10:18:41)   --> TIME: 2025-05-12 10:19:16 -- STEP: 37/725 -- GLOBAL_STEP: 425800 | > loss_disc: 2.284416675567627 (2.2185366862529032) | > loss_disc_real_0: 0.1492411196231842 (0.13542795503461688) | > loss_disc_real_1: 0.19541653990745544 (0.19286190214994792) | > loss_disc_real_2: 0.18464846909046173 (0.18955671948355599) | > loss_disc_real_3: 0.19775834679603577 (0.2059478050953633) | > loss_disc_real_4: 0.19461753964424133 (0.19659214728587382) | > loss_disc_real_5: 0.19380740821361542 (0.21026221763443304) | > loss_0: 2.284416675567627 (2.2185366862529032) | > grad_norm_0: tensor(42.7297, device='cuda:0') (tensor(21.8784, device='cuda:0')) | > loss_gen: 2.4401919841766357 (2.748196982048653) | > loss_kl: 1.5701262950897217 (1.7565129963127342) | > loss_feat: 8.03541088104248 (8.203523674526734) | > loss_mel: 11.542890548706055 (12.787674723444757) | > loss_duration: 1.657681941986084 (1.6600597065848273) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.246301651000977 (27.155967970152158) | > grad_norm_1: tensor(391.2095, device='cuda:0') (tensor(360.0158, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8846 (0.865828900723844) | > loader_time: 0.0104 (0.010506501068940034)  --> TIME: 2025-05-12 10:20:00 -- STEP: 87/725 -- GLOBAL_STEP: 425850 | > loss_disc: 2.2191073894500732 (2.2132400616832153) | > loss_disc_real_0: 0.12602998316287994 (0.13664459873890056) | > loss_disc_real_1: 0.1984202265739441 (0.19179702147670175) | > loss_disc_real_2: 0.18714267015457153 (0.18868760644704446) | > loss_disc_real_3: 0.162027508020401 (0.2054313400696064) | > loss_disc_real_4: 0.1773640662431717 (0.19581708997145467) | > loss_disc_real_5: 0.24109940230846405 (0.20860305462760484) | > loss_0: 2.2191073894500732 (2.2132400616832153) | > grad_norm_0: tensor(12.7763, device='cuda:0') (tensor(20.8171, device='cuda:0')) | > loss_gen: 2.7010104656219482 (2.7484663903028124) | > loss_kl: 1.7134047746658325 (1.7391659679083988) | > loss_feat: 9.23638916015625 (8.236382703671515) | > loss_mel: 14.531780242919922 (12.810728412935104) | > loss_duration: 1.6405373811721802 (1.6604410519545105) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.823122024536133 (27.195184422635485) | > grad_norm_1: tensor(195.1409, device='cuda:0') (tensor(334.3780, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8601 (0.8671798459414778) | > loader_time: 0.011 (0.010295265022365526)  --> TIME: 2025-05-12 10:20:44 -- STEP: 137/725 -- GLOBAL_STEP: 425900 | > loss_disc: 2.158050060272217 (2.208832851291573) | > loss_disc_real_0: 0.11244281381368637 (0.13547774164998613) | > loss_disc_real_1: 0.17486900091171265 (0.1903076410076044) | > loss_disc_real_2: 0.15802183747291565 (0.1885053952680017) | > loss_disc_real_3: 0.2313132882118225 (0.20550905777155049) | > loss_disc_real_4: 0.20255467295646667 (0.19493615681672619) | > loss_disc_real_5: 0.19148759543895721 (0.20960079231401427) | > loss_0: 2.158050060272217 (2.208832851291573) | > grad_norm_0: tensor(10.2323, device='cuda:0') (tensor(19.1203, device='cuda:0')) | > loss_gen: 2.759511947631836 (2.749710796523268) | > loss_kl: 1.7848687171936035 (1.7406133343703556) | > loss_feat: 8.35750961303711 (8.286028200692504) | > loss_mel: 12.738723754882812 (12.840325466907807) | > loss_duration: 1.6350044012069702 (1.6601943995830786) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.275617599487305 (27.276872258986874) | > grad_norm_1: tensor(118.3014, device='cuda:0') (tensor(309.1816, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8253 (0.865732831676511) | > loader_time: 0.0092 (0.010233089001509396)  --> TIME: 2025-05-12 10:21:28 -- STEP: 187/725 -- GLOBAL_STEP: 425950 | > loss_disc: 2.2051925659179688 (2.2110705394795866) | > loss_disc_real_0: 0.13258594274520874 (0.1358754690238498) | > loss_disc_real_1: 0.22451280057430267 (0.19050594598532997) | > loss_disc_real_2: 0.1829817146062851 (0.1885499664965798) | > loss_disc_real_3: 0.21711762249469757 (0.2057584649260669) | > loss_disc_real_4: 0.23834866285324097 (0.19507585027638608) | > loss_disc_real_5: 0.21961455047130585 (0.21083727654288792) | > loss_0: 2.2051925659179688 (2.2110705394795866) | > grad_norm_0: tensor(24.8331, device='cuda:0') (tensor(18.5077, device='cuda:0')) | > loss_gen: 2.838904619216919 (2.7417487205668563) | > loss_kl: 1.726231336593628 (1.726455314911623) | > loss_feat: 8.458763122558594 (8.233272195499849) | > loss_mel: 13.261131286621094 (12.801653321414069) | > loss_duration: 1.673786997795105 (1.6607447027522613) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.958816528320312 (27.16387433546749) | > grad_norm_1: tensor(420.1336, device='cuda:0') (tensor(298.8731, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8714 (0.8656893566967969) | > loader_time: 0.01 (0.010195385326038702)  --> TIME: 2025-05-12 10:22:12 -- STEP: 237/725 -- GLOBAL_STEP: 426000 | > loss_disc: 2.1722917556762695 (2.2132183655404836) | > loss_disc_real_0: 0.1834922432899475 (0.1367244329067724) | > loss_disc_real_1: 0.22541984915733337 (0.1907332825635556) | > loss_disc_real_2: 0.20298098027706146 (0.18860845079150382) | > loss_disc_real_3: 0.2150598168373108 (0.20571056379296104) | > loss_disc_real_4: 0.21735161542892456 (0.19510816471486156) | > loss_disc_real_5: 0.23632100224494934 (0.2111633428164172) | > loss_0: 2.1722917556762695 (2.2132183655404836) | > grad_norm_0: tensor(50.7423, device='cuda:0') (tensor(19.7984, device='cuda:0')) | > loss_gen: 2.916372299194336 (2.744981077652943) | > loss_kl: 1.9882549047470093 (1.733239528499072) | > loss_feat: 7.980525016784668 (8.236574498912955) | > loss_mel: 13.423734664916992 (12.8058595979264) | > loss_duration: 1.6400423049926758 (1.6608089258902183) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.948928833007812 (27.18146371640233) | > grad_norm_1: tensor(378.9115, device='cuda:0') (tensor(309.2092, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8358 (0.8684164079432749) | > loader_time: 0.0093 (0.010187482029073847) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_426000.pth  --> TIME: 2025-05-12 10:22:59 -- STEP: 287/725 -- GLOBAL_STEP: 426050 | > loss_disc: 2.3244025707244873 (2.2141079325293824) | > loss_disc_real_0: 0.12619322538375854 (0.13698720960563057) | > loss_disc_real_1: 0.19445566833019257 (0.190542691987566) | > loss_disc_real_2: 0.20757274329662323 (0.18909092034612382) | > loss_disc_real_3: 0.22223913669586182 (0.205889895039153) | > loss_disc_real_4: 0.22487908601760864 (0.19524859234638745) | > loss_disc_real_5: 0.23362883925437927 (0.21054689009845873) | > loss_0: 2.3244025707244873 (2.2141079325293824) | > grad_norm_0: tensor(10.8319, device='cuda:0') (tensor(20.3717, device='cuda:0')) | > loss_gen: 2.5981407165527344 (2.744814934215479) | > loss_kl: 1.5561792850494385 (1.7338185646808109) | > loss_feat: 7.63429069519043 (8.220406748276552) | > loss_mel: 12.519981384277344 (12.796269021383146) | > loss_duration: 1.6800423860549927 (1.6608822844169693) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.98863410949707 (27.156191636461) | > grad_norm_1: tensor(330.2236, device='cuda:0') (tensor(315.2964, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8211 (0.8677054639477348) | > loader_time: 0.0096 (0.010182339970658464)  --> TIME: 2025-05-12 10:23:43 -- STEP: 337/725 -- GLOBAL_STEP: 426100 | > loss_disc: 2.1535022258758545 (2.2148659494581153) | > loss_disc_real_0: 0.14850328862667084 (0.1376807666010601) | > loss_disc_real_1: 0.18568624556064606 (0.19028752604471824) | > loss_disc_real_2: 0.16302713751792908 (0.1890670256108842) | > loss_disc_real_3: 0.17675408720970154 (0.20568843866844913) | > loss_disc_real_4: 0.18876789510250092 (0.19513149904391178) | > loss_disc_real_5: 0.20491796731948853 (0.21052789785387954) | > loss_0: 2.1535022258758545 (2.2148659494581153) | > grad_norm_0: tensor(35.5351, device='cuda:0') (tensor(21.0423, device='cuda:0')) | > loss_gen: 2.762646198272705 (2.742326197355366) | > loss_kl: 1.5767910480499268 (1.7339580702852424) | > loss_feat: 8.920917510986328 (8.200344779017417) | > loss_mel: 13.77246379852295 (12.770937877168283) | > loss_duration: 1.6552008390426636 (1.660128626342344) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.688018798828125 (27.10769559933807) | > grad_norm_1: tensor(412.2245, device='cuda:0') (tensor(319.2153, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8777 (0.8676771523336982) | > loader_time: 0.0121 (0.010185855078767953)  --> TIME: 2025-05-12 10:24:27 -- STEP: 387/725 -- GLOBAL_STEP: 426150 | > loss_disc: 2.187206268310547 (2.214911989463393) | > loss_disc_real_0: 0.1584816575050354 (0.13747084781874053) | > loss_disc_real_1: 0.17775988578796387 (0.1902880133430471) | > loss_disc_real_2: 0.2081475406885147 (0.18907104740617203) | > loss_disc_real_3: 0.22006478905677795 (0.2059612006950132) | > loss_disc_real_4: 0.1809406578540802 (0.19507501645913727) | > loss_disc_real_5: 0.22152210772037506 (0.21066017221726796) | > loss_0: 2.187206268310547 (2.214911989463393) | > grad_norm_0: tensor(29.7226, device='cuda:0') (tensor(21.1216, device='cuda:0')) | > loss_gen: 2.728325843811035 (2.740028345615671) | > loss_kl: 1.6369072198867798 (1.7372273185148412) | > loss_feat: 8.02009391784668 (8.193592934029354) | > loss_mel: 12.417115211486816 (12.760750994817842) | > loss_duration: 1.7365223169326782 (1.660213233888612) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.538963317871094 (27.091812843500183) | > grad_norm_1: tensor(488.9133, device='cuda:0') (tensor(321.6286, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8708 (0.8675807372544163) | > loader_time: 0.0102 (0.010188349149639916)  --> TIME: 2025-05-12 10:25:11 -- STEP: 437/725 -- GLOBAL_STEP: 426200 | > loss_disc: 2.3970561027526855 (2.2132725039117656) | > loss_disc_real_0: 0.13159702718257904 (0.13701566644609658) | > loss_disc_real_1: 0.17877410352230072 (0.19023610327554785) | > loss_disc_real_2: 0.19631753861904144 (0.18891914124074197) | > loss_disc_real_3: 0.2049616575241089 (0.2059250547629472) | > loss_disc_real_4: 0.2223515510559082 (0.19490328894872688) | > loss_disc_real_5: 0.20317576825618744 (0.21047638724952317) | > loss_0: 2.3970561027526855 (2.2132725039117656) | > grad_norm_0: tensor(18.8800, device='cuda:0') (tensor(20.9099, device='cuda:0')) | > loss_gen: 2.3434078693389893 (2.7420170203499157) | > loss_kl: 1.684311866760254 (1.7354013483366104) | > loss_feat: 6.378580093383789 (8.202154132266879) | > loss_mel: 10.251506805419922 (12.753912017874637) | > loss_duration: 1.6206603050231934 (1.6598333496796462) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.27846908569336 (27.093317900424147) | > grad_norm_1: tensor(385.9757, device='cuda:0') (tensor(321.7571, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8956 (0.8667676039636817) | > loader_time: 0.0111 (0.010189654352463093)  --> TIME: 2025-05-12 10:25:55 -- STEP: 487/725 -- GLOBAL_STEP: 426250 | > loss_disc: 2.180079936981201 (2.2138301875801782) | > loss_disc_real_0: 0.11090255528688431 (0.1368064252961833) | > loss_disc_real_1: 0.19276535511016846 (0.19049068162451044) | > loss_disc_real_2: 0.20614869892597198 (0.18916600251099908) | > loss_disc_real_3: 0.21728959679603577 (0.20591722150358086) | > loss_disc_real_4: 0.21653886139392853 (0.19499960428513052) | > loss_disc_real_5: 0.1895545870065689 (0.21049517289079428) | > loss_0: 2.180079936981201 (2.2138301875801782) | > grad_norm_0: tensor(15.5800, device='cuda:0') (tensor(21.0399, device='cuda:0')) | > loss_gen: 2.874992609024048 (2.7422608139578553) | > loss_kl: 1.6990811824798584 (1.7335547299355696) | > loss_feat: 8.071049690246582 (8.19522365064836) | > loss_mel: 12.636700630187988 (12.754020990532277) | > loss_duration: 1.6411716938018799 (1.6600028885952995) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.922996520996094 (27.085063092272875) | > grad_norm_1: tensor(343.7015, device='cuda:0') (tensor(324.4017, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8362 (0.8664508962533313) | > loader_time: 0.0103 (0.010190378713901537)  --> TIME: 2025-05-12 10:26:39 -- STEP: 537/725 -- GLOBAL_STEP: 426300 | > loss_disc: 2.2840306758880615 (2.213427505901626) | > loss_disc_real_0: 0.1481441855430603 (0.1367687865592248) | > loss_disc_real_1: 0.1993476301431656 (0.19043790542102612) | > loss_disc_real_2: 0.18326206505298615 (0.1892585252416867) | > loss_disc_real_3: 0.19529998302459717 (0.20585314954459336) | > loss_disc_real_4: 0.20528942346572876 (0.1952143496030758) | > loss_disc_real_5: 0.205619215965271 (0.21031191728634538) | > loss_0: 2.2840306758880615 (2.213427505901626) | > grad_norm_0: tensor(28.0224, device='cuda:0') (tensor(21.1139, device='cuda:0')) | > loss_gen: 2.489483118057251 (2.7430593971877557) | > loss_kl: 1.5682553052902222 (1.7308923827425287) | > loss_feat: 7.092717170715332 (8.192881385263336) | > loss_mel: 11.220486640930176 (12.75772543504029) | > loss_duration: 1.6779502630233765 (1.6603233918575384) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.048891067504883 (27.084882004522967) | > grad_norm_1: tensor(297.7125, device='cuda:0') (tensor(328.1718, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8457 (0.8671757655436766) | > loader_time: 0.0093 (0.010192503476276087)  --> TIME: 2025-05-12 10:27:23 -- STEP: 587/725 -- GLOBAL_STEP: 426350 | > loss_disc: 2.312357187271118 (2.212566995945658) | > loss_disc_real_0: 0.1511918604373932 (0.13677476765349933) | > loss_disc_real_1: 0.19207502901554108 (0.19046250521324348) | > loss_disc_real_2: 0.20895497500896454 (0.18927255552103417) | > loss_disc_real_3: 0.18183474242687225 (0.20572084734244897) | > loss_disc_real_4: 0.22257661819458008 (0.19495002795931016) | > loss_disc_real_5: 0.23220904171466827 (0.2102770593645625) | > loss_0: 2.312357187271118 (2.212566995945658) | > grad_norm_0: tensor(10.9619, device='cuda:0') (tensor(21.1021, device='cuda:0')) | > loss_gen: 2.55751895904541 (2.743957977278675) | > loss_kl: 1.5331125259399414 (1.7294102401505953) | > loss_feat: 7.058047294616699 (8.190270514057685) | > loss_mel: 12.004251480102539 (12.75557623608149) | > loss_duration: 1.6436176300048828 (1.6598388537434547) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.79654884338379 (27.079053843041695) | > grad_norm_1: tensor(212.5971, device='cuda:0') (tensor(327.3938, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8585 (0.8667454553015999) | > loader_time: 0.0099 (0.01020080673633687)  --> TIME: 2025-05-12 10:28:07 -- STEP: 637/725 -- GLOBAL_STEP: 426400 | > loss_disc: 2.0468125343322754 (2.2105901712899687) | > loss_disc_real_0: 0.15051262080669403 (0.13645019133105935) | > loss_disc_real_1: 0.17102131247520447 (0.19033097963505288) | > loss_disc_real_2: 0.17990566790103912 (0.18922811982863746) | > loss_disc_real_3: 0.18538978695869446 (0.20555957106162853) | > loss_disc_real_4: 0.1761520653963089 (0.19487379666774568) | > loss_disc_real_5: 0.21004772186279297 (0.21016768266679353) | > loss_0: 2.0468125343322754 (2.2105901712899687) | > grad_norm_0: tensor(33.8050, device='cuda:0') (tensor(21.0469, device='cuda:0')) | > loss_gen: 2.959871530532837 (2.7472670504960752) | > loss_kl: 1.8427605628967285 (1.7275259979478612) | > loss_feat: 9.49036979675293 (8.202589183999004) | > loss_mel: 14.348344802856445 (12.774914635219606) | > loss_duration: 1.6368653774261475 (1.65950157429023) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.27821159362793 (27.11179846160266) | > grad_norm_1: tensor(543.4091, device='cuda:0') (tensor(327.4222, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.8583 (0.866493414485099) | > loader_time: 0.0099 (0.010210130802316237)  --> TIME: 2025-05-12 10:28:50 -- STEP: 687/725 -- GLOBAL_STEP: 426450 | > loss_disc: 2.2986741065979004 (2.211673550210147) | > loss_disc_real_0: 0.11541054397821426 (0.136512761781049) | > loss_disc_real_1: 0.20468255877494812 (0.19036304150346053) | > loss_disc_real_2: 0.22277946770191193 (0.18939068677036705) | > loss_disc_real_3: 0.21342019736766815 (0.20562413833720902) | > loss_disc_real_4: 0.19779150187969208 (0.19499860760339657) | > loss_disc_real_5: 0.20697279274463654 (0.2102567139888261) | > loss_0: 2.2986741065979004 (2.211673550210147) | > grad_norm_0: tensor(30.8243, device='cuda:0') (tensor(21.1874, device='cuda:0')) | > loss_gen: 2.5684030055999756 (2.748345011012869) | > loss_kl: 1.534106731414795 (1.7240174146371818) | > loss_feat: 8.257014274597168 (8.210048018237561) | > loss_mel: 12.241156578063965 (12.791150007011941) | > loss_duration: 1.6799049377441406 (1.6595286235018074) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.28058433532715 (27.13308907388079) | > grad_norm_1: tensor(395.6700, device='cuda:0') (tensor(328.9219, device='cuda:0')) | > current_lr_0: 0.00018731904244911286 | > current_lr_1: 0.00018731904244911286 | > step_time: 0.889 (0.8656854973089226) | > loader_time: 0.0098 (0.010205335492129928)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3418736457824707 (2.3418736457824707) | > loss_disc_real_0: 0.15069566667079926 (0.15069566667079926) | > loss_disc_real_1: 0.16803359985351562 (0.16803359985351562) | > loss_disc_real_2: 0.25758352875709534 (0.25758352875709534) | > loss_disc_real_3: 0.20062485337257385 (0.20062485337257385) | > loss_disc_real_4: 0.21693305671215057 (0.21693305671215057) | > loss_disc_real_5: 0.21036790311336517 (0.21036790311336517) | > loss_0: 2.3418736457824707 (2.3418736457824707) | > loss_gen: 2.540726900100708 (2.540726900100708) | > loss_kl: 2.1263070106506348 (2.1263070106506348) | > loss_feat: 8.363144874572754 (8.363144874572754) | > loss_mel: 13.13302230834961 (13.13302230834961) | > loss_duration: 1.732178807258606 (1.732178807258606) | > loss_1: 27.895381927490234 (27.895381927490234)  --> STEP: 1 | > loss_disc: 2.4088847637176514 (2.4088847637176514) | > loss_disc_real_0: 0.15165576338768005 (0.15165576338768005) | > loss_disc_real_1: 0.1659398376941681 (0.1659398376941681) | > loss_disc_real_2: 0.2518288493156433 (0.2518288493156433) | > loss_disc_real_3: 0.20487496256828308 (0.20487496256828308) | > loss_disc_real_4: 0.23284433782100677 (0.23284433782100677) | > loss_disc_real_5: 0.2270948886871338 (0.2270948886871338) | > loss_0: 2.4088847637176514 (2.4088847637176514) | > loss_gen: 2.4352848529815674 (2.4352848529815674) | > loss_kl: 2.197502613067627 (2.197502613067627) | > loss_feat: 7.878807544708252 (7.878807544708252) | > loss_mel: 13.126358985900879 (13.126358985900879) | > loss_duration: 1.8570343255996704 (1.8570343255996704) | > loss_1: 27.4949893951416 (27.4949893951416)  --> STEP: 2 | > loss_disc: 2.205148696899414 (2.3070167303085327) | > loss_disc_real_0: 0.139584019780159 (0.14561989158391953) | > loss_disc_real_1: 0.1643414944410324 (0.16514066606760025) | > loss_disc_real_2: 0.24103331565856934 (0.24643108248710632) | > loss_disc_real_3: 0.1957852989435196 (0.20033013075590134) | > loss_disc_real_4: 0.22387708723545074 (0.22836071252822876) | > loss_disc_real_5: 0.20980824530124664 (0.21845156699419022) | > loss_0: 2.205148696899414 (2.3070167303085327) | > loss_gen: 2.6861066818237305 (2.560695767402649) | > loss_kl: 2.1025190353393555 (2.150010824203491) | > loss_feat: 9.185412406921387 (8.53210997581482) | > loss_mel: 14.134115219116211 (13.630237102508545) | > loss_duration: 1.871171236038208 (1.8641027808189392) | > loss_1: 29.979326248168945 (28.737157821655273)  --> STEP: 3 | > loss_disc: 2.271224021911621 (2.295085827509562) | > loss_disc_real_0: 0.13785304129123688 (0.14303094148635864) | > loss_disc_real_1: 0.16781732439994812 (0.16603288551171622) | > loss_disc_real_2: 0.26586636900901794 (0.25290951132774353) | > loss_disc_real_3: 0.20106637477874756 (0.2005755454301834) | > loss_disc_real_4: 0.2156783789396286 (0.22413326799869537) | > loss_disc_real_5: 0.22017954289913177 (0.21902755896250406) | > loss_0: 2.271224021911621 (2.295085827509562) | > loss_gen: 2.6488239765167236 (2.5900718371073403) | > loss_kl: 2.092438220977783 (2.1308199564615884) | > loss_feat: 8.173539161682129 (8.412586371103922) | > loss_mel: 13.696767807006836 (13.652414004007975) | > loss_duration: 1.8484495878219604 (1.8588850498199463) | > loss_1: 28.460020065307617 (28.644778569539387)  --> STEP: 4 | > loss_disc: 2.309751033782959 (2.2987521290779114) | > loss_disc_real_0: 0.11023610085248947 (0.13483223132789135) | > loss_disc_real_1: 0.17587733268737793 (0.16849399730563164) | > loss_disc_real_2: 0.262870728969574 (0.25539981573820114) | > loss_disc_real_3: 0.1965366005897522 (0.1995658092200756) | > loss_disc_real_4: 0.21533960103988647 (0.22193485125899315) | > loss_disc_real_5: 0.22139610350131989 (0.21961969509720802) | > loss_0: 2.309751033782959 (2.2987521290779114) | > loss_gen: 2.5648305416107178 (2.583761513233185) | > loss_kl: 1.9847033023834229 (2.094290792942047) | > loss_feat: 8.287191390991211 (8.381237626075745) | > loss_mel: 14.179887771606445 (13.784282445907593) | > loss_duration: 1.7947056293487549 (1.8428401947021484) | > loss_1: 28.81131935119629 (28.686413764953613) --> EVAL PERFORMANCE | > avg_loader_time: 0.323278546333313 (-0.0054759979248046875) | > avg_loss_disc: 2.2987521290779114 (-0.026501953601837158) | > avg_loss_disc_real_0: 0.13483223132789135 (-0.01332811452448368) | > avg_loss_disc_real_1: 0.16849399730563164 (-0.026604991406202316) | > avg_loss_disc_real_2: 0.25539981573820114 (+0.036041565239429474) | > avg_loss_disc_real_3: 0.1995658092200756 (-0.04796019569039345) | > avg_loss_disc_real_4: 0.22193485125899315 (-0.020227909088134766) | > avg_loss_disc_real_5: 0.21961969509720802 (-0.014049582183361053) | > avg_loss_0: 2.2987521290779114 (-0.026501953601837158) | > avg_loss_gen: 2.583761513233185 (-0.1284247636795044) | > avg_loss_kl: 2.094290792942047 (-0.05517446994781494) | > avg_loss_feat: 8.381237626075745 (+0.5005906820297241) | > avg_loss_mel: 13.784282445907593 (+0.5187606811523438) | > avg_loss_duration: 1.8428401947021484 (-0.02076345682144165) | > avg_loss_1: 28.686413764953613 (+0.8149900436401367)  > EPOCH: 525/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 10:29:30)   --> TIME: 2025-05-12 10:29:43 -- STEP: 12/725 -- GLOBAL_STEP: 426500 | > loss_disc: 2.19427490234375 (2.22962220509847) | > loss_disc_real_0: 0.15064004063606262 (0.1427418328821659) | > loss_disc_real_1: 0.18019336462020874 (0.19217739502588907) | > loss_disc_real_2: 0.18654058873653412 (0.1911792183915774) | > loss_disc_real_3: 0.2120426744222641 (0.21085691824555397) | > loss_disc_real_4: 0.16739214956760406 (0.19533716142177582) | > loss_disc_real_5: 0.20520327985286713 (0.20594080413381258) | > loss_0: 2.19427490234375 (2.22962220509847) | > grad_norm_0: tensor(31.0393, device='cuda:0') (tensor(27.0903, device='cuda:0')) | > loss_gen: 2.7186131477355957 (2.7311944564183555) | > loss_kl: 1.925248622894287 (1.7836616039276123) | > loss_feat: 8.59104061126709 (8.095755179723104) | > loss_mel: 13.236660957336426 (12.620400349299112) | > loss_duration: 1.688197135925293 (1.6580680708090465) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.159759521484375 (26.889080047607422) | > grad_norm_1: tensor(455.8163, device='cuda:0') (tensor(372.6353, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8489 (0.8429397543271383) | > loader_time: 0.0104 (0.010039309660593668)  --> TIME: 2025-05-12 10:30:27 -- STEP: 62/725 -- GLOBAL_STEP: 426550 | > loss_disc: 2.1587917804718018 (2.197214380387338) | > loss_disc_real_0: 0.11831385642290115 (0.13752367852195616) | > loss_disc_real_1: 0.19958217442035675 (0.18972365894625265) | > loss_disc_real_2: 0.2181820124387741 (0.18755234008835212) | > loss_disc_real_3: 0.2033860683441162 (0.20663100432965062) | > loss_disc_real_4: 0.18287794291973114 (0.19262886167533935) | > loss_disc_real_5: 0.1852809190750122 (0.20757892487510557) | > loss_0: 2.1587917804718018 (2.197214380387338) | > grad_norm_0: tensor(22.0804, device='cuda:0') (tensor(24.5802, device='cuda:0')) | > loss_gen: 2.732253313064575 (2.782248454709207) | > loss_kl: 1.6276748180389404 (1.7276271350922123) | > loss_feat: 7.931923866271973 (8.343302326817666) | > loss_mel: 12.813844680786133 (12.737440447653494) | > loss_duration: 1.6873234510421753 (1.6563246288607198) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.793020248413086 (27.24694304312429) | > grad_norm_1: tensor(444.1446, device='cuda:0') (tensor(399.4833, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8751 (0.8728034073306669) | > loader_time: 0.0114 (0.010531571603590442)  --> TIME: 2025-05-12 10:31:11 -- STEP: 112/725 -- GLOBAL_STEP: 426600 | > loss_disc: 2.155364751815796 (2.194987346019064) | > loss_disc_real_0: 0.11930778622627258 (0.1342569363436528) | > loss_disc_real_1: 0.1984393298625946 (0.18882029450365476) | > loss_disc_real_2: 0.18143022060394287 (0.18761506171098782) | > loss_disc_real_3: 0.20678456127643585 (0.20637182585362876) | > loss_disc_real_4: 0.17866788804531097 (0.1940832231193781) | > loss_disc_real_5: 0.2090129554271698 (0.20935620181262493) | > loss_0: 2.155364751815796 (2.194987346019064) | > grad_norm_0: tensor(19.0356, device='cuda:0') (tensor(21.4542, device='cuda:0')) | > loss_gen: 2.790884256362915 (2.7737540496247157) | > loss_kl: 1.548325777053833 (1.7273204592721803) | > loss_feat: 9.197612762451172 (8.36417837653841) | > loss_mel: 13.140510559082031 (12.829337315899988) | > loss_duration: 1.65805184841156 (1.6582118645310402) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.335384368896484 (27.352802089282445) | > grad_norm_1: tensor(160.2994, device='cuda:0') (tensor(353.3946, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8407 (0.8696678408554622) | > loader_time: 0.0097 (0.010456289563860207)  --> TIME: 2025-05-12 10:31:55 -- STEP: 162/725 -- GLOBAL_STEP: 426650 | > loss_disc: 2.2103896141052246 (2.1968159395971414) | > loss_disc_real_0: 0.1115141361951828 (0.1339207062106809) | > loss_disc_real_1: 0.1824004203081131 (0.1889175680684454) | > loss_disc_real_2: 0.17588557302951813 (0.18782787411301224) | > loss_disc_real_3: 0.1912705898284912 (0.20569691926608852) | > loss_disc_real_4: 0.19327892363071442 (0.19408626394507325) | > loss_disc_real_5: 0.21514619886875153 (0.20980483845428186) | > loss_0: 2.2103896141052246 (2.1968159395971414) | > grad_norm_0: tensor(16.0585, device='cuda:0') (tensor(21.4971, device='cuda:0')) | > loss_gen: 2.81642746925354 (2.774774657355414) | > loss_kl: 1.7252609729766846 (1.7267296351032493) | > loss_feat: 7.652417182922363 (8.369200035377782) | > loss_mel: 12.249359130859375 (12.823131190405954) | > loss_duration: 1.6334165334701538 (1.6592495176527235) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.076881408691406 (27.353085094028053) | > grad_norm_1: tensor(462.1628, device='cuda:0') (tensor(355.9575, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8531 (0.8658990830550959) | > loader_time: 0.0098 (0.010369636394359446)  --> TIME: 2025-05-12 10:32:39 -- STEP: 212/725 -- GLOBAL_STEP: 426700 | > loss_disc: 2.0829219818115234 (2.196895211935043) | > loss_disc_real_0: 0.10786114633083344 (0.13434036448597889) | > loss_disc_real_1: 0.17045016586780548 (0.18909624893710292) | > loss_disc_real_2: 0.16907963156700134 (0.18826108938961658) | > loss_disc_real_3: 0.20848089456558228 (0.20590833757283553) | > loss_disc_real_4: 0.1646220088005066 (0.19371293597626232) | > loss_disc_real_5: 0.18061210215091705 (0.2091076359996256) | > loss_0: 2.0829219818115234 (2.196895211935043) | > grad_norm_0: tensor(30.9720, device='cuda:0') (tensor(22.0033, device='cuda:0')) | > loss_gen: 2.658485174179077 (2.7766839209592558) | > loss_kl: 1.6477329730987549 (1.724193277224055) | > loss_feat: 9.346113204956055 (8.36764731722057) | > loss_mel: 14.171590805053711 (12.83893935635405) | > loss_duration: 1.6866527795791626 (1.6591147100025754) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.510574340820312 (27.366578659921327) | > grad_norm_1: tensor(513.3477, device='cuda:0') (tensor(365.7353, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8575 (0.8660388982520913) | > loader_time: 0.0099 (0.01035677262072293)  --> TIME: 2025-05-12 10:33:23 -- STEP: 262/725 -- GLOBAL_STEP: 426750 | > loss_disc: 2.273019313812256 (2.2004793486522356) | > loss_disc_real_0: 0.1317555010318756 (0.1350170528046956) | > loss_disc_real_1: 0.18919877707958221 (0.18916751057592052) | > loss_disc_real_2: 0.19021455943584442 (0.18812900070698207) | > loss_disc_real_3: 0.1817028522491455 (0.20593021320932695) | > loss_disc_real_4: 0.18002580106258392 (0.19393835159885972) | > loss_disc_real_5: 0.2092200666666031 (0.20938957169765735) | > loss_0: 2.273019313812256 (2.2004793486522356) | > grad_norm_0: tensor(41.6716, device='cuda:0') (tensor(22.1333, device='cuda:0')) | > loss_gen: 2.6455845832824707 (2.769954755106044) | > loss_kl: 1.6587382555007935 (1.7228932517175457) | > loss_feat: 8.449121475219727 (8.323797751929002) | > loss_mel: 12.775574684143066 (12.802633725959838) | > loss_duration: 1.644863247871399 (1.65960193499354) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.17388153076172 (27.278881495235535) | > grad_norm_1: tensor(569.9477, device='cuda:0') (tensor(365.2766, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8948 (0.8641907559096358) | > loader_time: 0.0101 (0.010381017932455048)  --> TIME: 2025-05-12 10:34:06 -- STEP: 312/725 -- GLOBAL_STEP: 426800 | > loss_disc: 2.2779810428619385 (2.1989596405854597) | > loss_disc_real_0: 0.11848583817481995 (0.13466938682951207) | > loss_disc_real_1: 0.21720337867736816 (0.18901848544677086) | > loss_disc_real_2: 0.17440620064735413 (0.18817655221582985) | > loss_disc_real_3: 0.1619039624929428 (0.20583641061033967) | > loss_disc_real_4: 0.20005229115486145 (0.19398415828935608) | > loss_disc_real_5: 0.2209755927324295 (0.20933769805691171) | > loss_0: 2.2779810428619385 (2.1989596405854597) | > grad_norm_0: tensor(17.5733, device='cuda:0') (tensor(22.0836, device='cuda:0')) | > loss_gen: 2.568746328353882 (2.7672614417014962) | > loss_kl: 1.7910107374191284 (1.722953513646737) | > loss_feat: 7.966337203979492 (8.316034665474511) | > loss_mel: 12.67536735534668 (12.803506909272604) | > loss_duration: 1.6653059720993042 (1.6589993398923133) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.66676902770996 (27.268755937233948) | > grad_norm_1: tensor(431.2888, device='cuda:0') (tensor(365.4661, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8662 (0.8636974829893845) | > loader_time: 0.0105 (0.01040363693848635)  --> TIME: 2025-05-12 10:34:50 -- STEP: 362/725 -- GLOBAL_STEP: 426850 | > loss_disc: 2.1869399547576904 (2.2001364234402705) | > loss_disc_real_0: 0.16994035243988037 (0.13507169386299922) | > loss_disc_real_1: 0.22850632667541504 (0.18913880855009677) | > loss_disc_real_2: 0.22586774826049805 (0.18816805639155) | > loss_disc_real_3: 0.20222218334674835 (0.20577327532498224) | > loss_disc_real_4: 0.20432336628437042 (0.19389005882140672) | > loss_disc_real_5: 0.22191867232322693 (0.2096272052075322) | > loss_0: 2.1869399547576904 (2.2001364234402705) | > grad_norm_0: tensor(33.5077, device='cuda:0') (tensor(21.6653, device='cuda:0')) | > loss_gen: 2.952641010284424 (2.7641989005863348) | > loss_kl: 1.8278182744979858 (1.7238186133500621) | > loss_feat: 8.787653923034668 (8.287248214964036) | > loss_mel: 13.158485412597656 (12.782513605296936) | > loss_duration: 1.5918842554092407 (1.658372498348931) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.3184814453125 (27.216151885564816) | > grad_norm_1: tensor(564.9677, device='cuda:0') (tensor(357.4223, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.849 (0.8640179245511471) | > loader_time: 0.0098 (0.01040536066445199)  --> TIME: 2025-05-12 10:35:34 -- STEP: 412/725 -- GLOBAL_STEP: 426900 | > loss_disc: 2.276961088180542 (2.200494936658345) | > loss_disc_real_0: 0.14066842198371887 (0.1350130181108574) | > loss_disc_real_1: 0.19656869769096375 (0.18922159639955705) | > loss_disc_real_2: 0.18381239473819733 (0.18812048739021262) | > loss_disc_real_3: 0.22074474394321442 (0.2057452806931677) | > loss_disc_real_4: 0.2206934690475464 (0.1938483931341217) | > loss_disc_real_5: 0.23314763605594635 (0.2097486631890523) | > loss_0: 2.276961088180542 (2.200494936658345) | > grad_norm_0: tensor(31.9976, device='cuda:0') (tensor(21.6866, device='cuda:0')) | > loss_gen: 2.649709939956665 (2.7642866396209578) | > loss_kl: 1.6598559617996216 (1.7243434002677214) | > loss_feat: 7.836799621582031 (8.291687371661348) | > loss_mel: 11.823553085327148 (12.798284366292856) | > loss_duration: 1.6699159145355225 (1.6587818444353857) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.639835357666016 (27.237383698954165) | > grad_norm_1: tensor(438.8645, device='cuda:0') (tensor(356.9796, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8795 (0.8634334426481747) | > loader_time: 0.0102 (0.010386375547612764)  --> TIME: 2025-05-12 10:36:18 -- STEP: 462/725 -- GLOBAL_STEP: 426950 | > loss_disc: 2.227339744567871 (2.202124739880173) | > loss_disc_real_0: 0.1257403939962387 (0.13537964261906985) | > loss_disc_real_1: 0.19760172069072723 (0.18906965013190247) | > loss_disc_real_2: 0.2079610973596573 (0.18829028160025027) | > loss_disc_real_3: 0.21120816469192505 (0.20577647885331865) | > loss_disc_real_4: 0.21499945223331451 (0.19410953319175928) | > loss_disc_real_5: 0.22845713794231415 (0.2099765968787205) | > loss_0: 2.227339744567871 (2.202124739880173) | > grad_norm_0: tensor(13.7193, device='cuda:0') (tensor(21.6832, device='cuda:0')) | > loss_gen: 2.8029532432556152 (2.766436330167763) | > loss_kl: 1.651115894317627 (1.7207382630992245) | > loss_feat: 8.098623275756836 (8.297900738654183) | > loss_mel: 13.360780715942383 (12.815305670618491) | > loss_duration: 1.6770224571228027 (1.6588408825717442) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.590496063232422 (27.259221935685062) | > grad_norm_1: tensor(283.7589, device='cuda:0') (tensor(353.8377, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8034 (0.8626992630236077) | > loader_time: 0.0096 (0.01040342669466358)  --> TIME: 2025-05-12 10:37:02 -- STEP: 512/725 -- GLOBAL_STEP: 427000 | > loss_disc: 2.1669986248016357 (2.2026534567121447) | > loss_disc_real_0: 0.12789283692836761 (0.13576138546341082) | > loss_disc_real_1: 0.2104136347770691 (0.1892225480405612) | > loss_disc_real_2: 0.18605796992778778 (0.18845330720068884) | > loss_disc_real_3: 0.19934044778347015 (0.20563884192961274) | > loss_disc_real_4: 0.14469242095947266 (0.1940288383921142) | > loss_disc_real_5: 0.23041515052318573 (0.20979171028011473) | > loss_0: 2.1669986248016357 (2.2026534567121447) | > grad_norm_0: tensor(26.9083, device='cuda:0') (tensor(21.5965, device='cuda:0')) | > loss_gen: 2.7533206939697266 (2.7656828416511425) | > loss_kl: 1.731644868850708 (1.7167528816498816) | > loss_feat: 8.424989700317383 (8.297896018251766) | > loss_mel: 12.54699993133545 (12.825705559924241) | > loss_duration: 1.6143734455108643 (1.6596743499394502) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.07132911682129 (27.265711687505245) | > grad_norm_1: tensor(341.8449, device='cuda:0') (tensor(350.1192, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8617 (0.86245027044788) | > loader_time: 0.0107 (0.010437691584229476) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_427000.pth  --> TIME: 2025-05-12 10:37:48 -- STEP: 562/725 -- GLOBAL_STEP: 427050 | > loss_disc: 2.1667566299438477 (2.2020992063966958) | > loss_disc_real_0: 0.09349694103002548 (0.1352945703124871) | > loss_disc_real_1: 0.201975017786026 (0.1891130876869916) | > loss_disc_real_2: 0.1739232987165451 (0.18845755124325422) | > loss_disc_real_3: 0.17777343094348907 (0.2056208897474822) | > loss_disc_real_4: 0.19260655343532562 (0.1940101610224865) | > loss_disc_real_5: 0.21343229711055756 (0.20989021518370435) | > loss_0: 2.1667566299438477 (2.2020992063966958) | > grad_norm_0: tensor(11.9185, device='cuda:0') (tensor(21.4287, device='cuda:0')) | > loss_gen: 2.931199073791504 (2.7669882180427754) | > loss_kl: 1.7594505548477173 (1.7196188808760178) | > loss_feat: 8.852880477905273 (8.320562044496624) | > loss_mel: 12.566153526306152 (12.85719757826727) | > loss_duration: 1.6370984315872192 (1.659593162163296) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.746782302856445 (27.323959920754213) | > grad_norm_1: tensor(245.6547, device='cuda:0') (tensor(347.6095, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8983 (0.8623160662600156) | > loader_time: 0.0098 (0.010444400997772765)  --> TIME: 2025-05-12 10:38:32 -- STEP: 612/725 -- GLOBAL_STEP: 427100 | > loss_disc: 2.326822280883789 (2.2016191877960383) | > loss_disc_real_0: 0.12986008822917938 (0.13524377505520183) | > loss_disc_real_1: 0.19468830525875092 (0.18921511630022433) | > loss_disc_real_2: 0.21710753440856934 (0.18838801748709735) | > loss_disc_real_3: 0.22246341407299042 (0.20549631620349454) | > loss_disc_real_4: 0.1979386806488037 (0.19397687997206353) | > loss_disc_real_5: 0.22025293111801147 (0.20969042866155996) | > loss_0: 2.326822280883789 (2.2016191877960383) | > grad_norm_0: tensor(19.5454, device='cuda:0') (tensor(21.2883, device='cuda:0')) | > loss_gen: 2.7300338745117188 (2.7660213408906484) | > loss_kl: 1.6438437700271606 (1.7174742704902592) | > loss_feat: 6.9559736251831055 (8.322612410277308) | > loss_mel: 12.226115226745605 (12.858152634178118) | > loss_duration: 1.5993865728378296 (1.6591371619233888) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.155351638793945 (27.323397854574367) | > grad_norm_1: tensor(425.5536, device='cuda:0') (tensor(344.4762, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8384 (0.8633338259715662) | > loader_time: 0.01 (0.010451859898037385)  --> TIME: 2025-05-12 10:39:16 -- STEP: 662/725 -- GLOBAL_STEP: 427150 | > loss_disc: 2.2078821659088135 (2.1998473811005557) | > loss_disc_real_0: 0.13142359256744385 (0.13519231539523474) | > loss_disc_real_1: 0.17456252872943878 (0.18904609636057526) | > loss_disc_real_2: 0.18330085277557373 (0.1881267508756358) | > loss_disc_real_3: 0.17714853584766388 (0.20534679764077032) | > loss_disc_real_4: 0.19782018661499023 (0.1940143682580338) | > loss_disc_real_5: 0.1924157440662384 (0.20949305895592155) | > loss_0: 2.2078821659088135 (2.1998473811005557) | > grad_norm_0: tensor(12.1404, device='cuda:0') (tensor(21.4363, device='cuda:0')) | > loss_gen: 2.633495807647705 (2.768483807313117) | > loss_kl: 1.8897901773452759 (1.7170258663212057) | > loss_feat: 8.351338386535645 (8.32925210834628) | > loss_mel: 12.750561714172363 (12.858720306903585) | > loss_duration: 1.6597946882247925 (1.659500173931755) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.28498077392578 (27.33298229666995) | > grad_norm_1: tensor(384.0500, device='cuda:0') (tensor(346.1979, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8667 (0.862670478143721) | > loader_time: 0.0113 (0.010477487774413877)  --> TIME: 2025-05-12 10:40:00 -- STEP: 712/725 -- GLOBAL_STEP: 427200 | > loss_disc: 2.28644061088562 (2.1998203646266057) | > loss_disc_real_0: 0.13545234501361847 (0.13502901508943735) | > loss_disc_real_1: 0.17023809254169464 (0.18909610152830553) | > loss_disc_real_2: 0.19504733383655548 (0.1881980084385095) | > loss_disc_real_3: 0.18504811823368073 (0.2053118370096671) | > loss_disc_real_4: 0.19888806343078613 (0.1939638329230331) | > loss_disc_real_5: 0.21441490948200226 (0.20942939704891006) | > loss_0: 2.28644061088562 (2.1998203646266057) | > grad_norm_0: tensor(9.2776, device='cuda:0') (tensor(21.1231, device='cuda:0')) | > loss_gen: 2.5395150184631348 (2.7667130493046175) | > loss_kl: 1.6069499254226685 (1.7145594654793144) | > loss_feat: 6.7309160232543945 (8.313492677184952) | > loss_mel: 11.052669525146484 (12.841655303922941) | > loss_duration: 1.657057285308838 (1.6592416734842765) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.587106704711914 (27.295662212907597) | > grad_norm_1: tensor(239.8703, device='cuda:0') (tensor(342.1782, device='cuda:0')) | > current_lr_0: 0.0001872956275688067 | > current_lr_1: 0.0001872956275688067 | > step_time: 0.8354 (0.8629274642869329) | > loader_time: 0.0102 (0.010487172041046483)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2939233779907227 (2.2939233779907227) | > loss_disc_real_0: 0.18663370609283447 (0.18663370609283447) | > loss_disc_real_1: 0.1608959436416626 (0.1608959436416626) | > loss_disc_real_2: 0.35588306188583374 (0.35588306188583374) | > loss_disc_real_3: 0.2931824028491974 (0.2931824028491974) | > loss_disc_real_4: 0.2193920910358429 (0.2193920910358429) | > loss_disc_real_5: 0.25282806158065796 (0.25282806158065796) | > loss_0: 2.2939233779907227 (2.2939233779907227) | > loss_gen: 3.2789721488952637 (3.2789721488952637) | > loss_kl: 2.194734573364258 (2.194734573364258) | > loss_feat: 9.886676788330078 (9.886676788330078) | > loss_mel: 14.957361221313477 (14.957361221313477) | > loss_duration: 1.7462553977966309 (1.7462553977966309) | > loss_1: 32.06399917602539 (32.06399917602539)  --> STEP: 1 | > loss_disc: 2.411130428314209 (2.411130428314209) | > loss_disc_real_0: 0.18300482630729675 (0.18300482630729675) | > loss_disc_real_1: 0.15595245361328125 (0.15595245361328125) | > loss_disc_real_2: 0.3460530936717987 (0.3460530936717987) | > loss_disc_real_3: 0.3038455843925476 (0.3038455843925476) | > loss_disc_real_4: 0.24994899332523346 (0.24994899332523346) | > loss_disc_real_5: 0.23611968755722046 (0.23611968755722046) | > loss_0: 2.411130428314209 (2.411130428314209) | > loss_gen: 3.0627214908599854 (3.0627214908599854) | > loss_kl: 2.2012827396392822 (2.2012827396392822) | > loss_feat: 8.66202449798584 (8.66202449798584) | > loss_mel: 14.340603828430176 (14.340603828430176) | > loss_duration: 1.8597197532653809 (1.8597197532653809) | > loss_1: 30.126352310180664 (30.126352310180664)  --> STEP: 2 | > loss_disc: 2.4104928970336914 (2.41081166267395) | > loss_disc_real_0: 0.20639494061470032 (0.19469988346099854) | > loss_disc_real_1: 0.15166208148002625 (0.15380726754665375) | > loss_disc_real_2: 0.33521655201911926 (0.340634822845459) | > loss_disc_real_3: 0.28727656602859497 (0.2955610752105713) | > loss_disc_real_4: 0.23670201003551483 (0.24332550168037415) | > loss_disc_real_5: 0.2560696601867676 (0.24609467387199402) | > loss_0: 2.4104928970336914 (2.41081166267395) | > loss_gen: 2.9651758670806885 (3.013948678970337) | > loss_kl: 1.9025564193725586 (2.0519195795059204) | > loss_feat: 8.568857192993164 (8.615440845489502) | > loss_mel: 13.94930362701416 (14.144953727722168) | > loss_duration: 1.8944453001022339 (1.8770825266838074) | > loss_1: 29.280338287353516 (29.70334529876709)  --> STEP: 3 | > loss_disc: 2.3570058345794678 (2.392876386642456) | > loss_disc_real_0: 0.19981102645397186 (0.19640359779198965) | > loss_disc_real_1: 0.1531723588705063 (0.15359563132127127) | > loss_disc_real_2: 0.33924993872642517 (0.34017319480578107) | > loss_disc_real_3: 0.31990399956703186 (0.3036753833293915) | > loss_disc_real_4: 0.21664655208587646 (0.23443251848220825) | > loss_disc_real_5: 0.24119457602500916 (0.24446130792299905) | > loss_0: 2.3570058345794678 (2.392876386642456) | > loss_gen: 3.139585494995117 (3.0558276176452637) | > loss_kl: 1.981430172920227 (2.0284231106440225) | > loss_feat: 9.377732276916504 (8.869537989298502) | > loss_mel: 14.72740364074707 (14.339103698730469) | > loss_duration: 1.84840989112854 (1.8675249814987183) | > loss_1: 31.074562072753906 (30.160417556762695)  --> STEP: 4 | > loss_disc: 2.4194469451904297 (2.3995190262794495) | > loss_disc_real_0: 0.2009384036064148 (0.19753729924559593) | > loss_disc_real_1: 0.19565214216709137 (0.1641097590327263) | > loss_disc_real_2: 0.30919134616851807 (0.3324277326464653) | > loss_disc_real_3: 0.2760419547557831 (0.2967670261859894) | > loss_disc_real_4: 0.20665276050567627 (0.22748757898807526) | > loss_disc_real_5: 0.26967936754226685 (0.250765822827816) | > loss_0: 2.4194469451904297 (2.3995190262794495) | > loss_gen: 2.953058958053589 (3.030135452747345) | > loss_kl: 1.923047423362732 (2.0020791888237) | > loss_feat: 8.001044273376465 (8.652414560317993) | > loss_mel: 12.630389213562012 (13.911925077438354) | > loss_duration: 1.7845118045806885 (1.8467716872692108) | > loss_1: 27.292051315307617 (29.443325996398926) --> EVAL PERFORMANCE | > avg_loader_time: 0.32641708850860596 (+0.0031385421752929688) | > avg_loss_disc: 2.3995190262794495 (+0.10076689720153809) | > avg_loss_disc_real_0: 0.19753729924559593 (+0.06270506791770458) | > avg_loss_disc_real_1: 0.1641097590327263 (-0.00438423827290535) | > avg_loss_disc_real_2: 0.3324277326464653 (+0.07702791690826416) | > avg_loss_disc_real_3: 0.2967670261859894 (+0.09720121696591377) | > avg_loss_disc_real_4: 0.22748757898807526 (+0.0055527277290821075) | > avg_loss_disc_real_5: 0.250765822827816 (+0.031146127730607986) | > avg_loss_0: 2.3995190262794495 (+0.10076689720153809) | > avg_loss_gen: 3.030135452747345 (+0.44637393951416016) | > avg_loss_kl: 2.0020791888237 (-0.09221160411834717) | > avg_loss_feat: 8.652414560317993 (+0.27117693424224854) | > avg_loss_mel: 13.911925077438354 (+0.12764263153076172) | > avg_loss_duration: 1.8467716872692108 (+0.003931492567062378) | > avg_loss_1: 29.443325996398926 (+0.7569122314453125)  > EPOCH: 526/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 10:40:18)   --> TIME: 2025-05-12 10:40:52 -- STEP: 37/725 -- GLOBAL_STEP: 427250 | > loss_disc: 2.088977098464966 (2.2052834420590797) | > loss_disc_real_0: 0.10569782555103302 (0.13389773727268786) | > loss_disc_real_1: 0.16971802711486816 (0.191303033281017) | > loss_disc_real_2: 0.1817847192287445 (0.19307124292528308) | > loss_disc_real_3: 0.16409893333911896 (0.20398477847511703) | > loss_disc_real_4: 0.18246011435985565 (0.19399225872916145) | > loss_disc_real_5: 0.1908521056175232 (0.20651008349818153) | > loss_0: 2.088977098464966 (2.2052834420590797) | > grad_norm_0: tensor(18.2425, device='cuda:0') (tensor(20.8246, device='cuda:0')) | > loss_gen: 2.8482134342193604 (2.7719114213376432) | > loss_kl: 1.7203255891799927 (1.746373115359126) | > loss_feat: 9.609715461730957 (8.343789757909) | > loss_mel: 12.85811996459961 (12.904080210505304) | > loss_duration: 1.6479607820510864 (1.6591678793365892) | > amp_scaler: 256.0 (442.81081081081084) | > loss_1: 28.68433380126953 (27.42532224912901) | > grad_norm_1: tensor(379.7016, device='cuda:0') (tensor(330.3979, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8769 (0.8608926180246714) | > loader_time: 0.0097 (0.01008939098667454)  --> TIME: 2025-05-12 10:41:36 -- STEP: 87/725 -- GLOBAL_STEP: 427300 | > loss_disc: 2.106860637664795 (2.189435410773617) | > loss_disc_real_0: 0.1333932727575302 (0.13282617447019993) | > loss_disc_real_1: 0.20347145199775696 (0.18968559887217376) | > loss_disc_real_2: 0.1728316992521286 (0.18915566442341641) | > loss_disc_real_3: 0.19060790538787842 (0.20433957669241676) | > loss_disc_real_4: 0.2086903601884842 (0.19261105923817076) | > loss_disc_real_5: 0.1823166310787201 (0.2071176707402043) | > loss_0: 2.106860637664795 (2.189435410773617) | > grad_norm_0: tensor(12.9190, device='cuda:0') (tensor(22.1387, device='cuda:0')) | > loss_gen: 2.926084280014038 (2.7913703918457036) | > loss_kl: 1.6457884311676025 (1.741547265272031) | > loss_feat: 8.504804611206055 (8.369888903080735) | > loss_mel: 13.365082740783691 (12.92782576330777) | > loss_duration: 1.6302974224090576 (1.6572969220150475) | > amp_scaler: 256.0 (335.4482758620689) | > loss_1: 28.07205581665039 (27.48792917975064) | > grad_norm_1: tensor(262.2406, device='cuda:0') (tensor(358.4513, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8472 (0.8631615474306302) | > loader_time: 0.0097 (0.010151605496461363)  --> TIME: 2025-05-12 10:42:20 -- STEP: 137/725 -- GLOBAL_STEP: 427350 | > loss_disc: 2.09340238571167 (2.1842785055619944) | > loss_disc_real_0: 0.11453298479318619 (0.13232619190303085) | > loss_disc_real_1: 0.16170550882816315 (0.18834509640714542) | > loss_disc_real_2: 0.16524790227413177 (0.18852374566732533) | > loss_disc_real_3: 0.2168566882610321 (0.20333919429430997) | > loss_disc_real_4: 0.18289455771446228 (0.19224216141839967) | > loss_disc_real_5: 0.18101036548614502 (0.20764702765175896) | > loss_0: 2.09340238571167 (2.1842785055619944) | > grad_norm_0: tensor(21.2844, device='cuda:0') (tensor(21.2615, device='cuda:0')) | > loss_gen: 2.7137863636016846 (2.787655645913452) | > loss_kl: 1.6543099880218506 (1.725862371660497) | > loss_feat: 8.55520248413086 (8.396148250050794) | > loss_mel: 12.836775779724121 (12.923224616224749) | > loss_duration: 1.6384066343307495 (1.6573917517696855) | > amp_scaler: 256.0 (306.45255474452557) | > loss_1: 27.398481369018555 (27.490282629528185) | > grad_norm_1: tensor(306.4093, device='cuda:0') (tensor(343.0840, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8264 (0.8626894080725899) | > loader_time: 0.009 (0.010016771998718707)  --> TIME: 2025-05-12 10:43:04 -- STEP: 187/725 -- GLOBAL_STEP: 427400 | > loss_disc: 2.3058481216430664 (2.1826173226463585) | > loss_disc_real_0: 0.11198966950178146 (0.13224056080222774) | > loss_disc_real_1: 0.1813117116689682 (0.1877950232296704) | > loss_disc_real_2: 0.2107977420091629 (0.18759359060761763) | > loss_disc_real_3: 0.18832558393478394 (0.20329257543074256) | > loss_disc_real_4: 0.1759939342737198 (0.1932396448869757) | > loss_disc_real_5: 0.21284276247024536 (0.20772676050344252) | > loss_0: 2.3058481216430664 (2.1826173226463585) | > grad_norm_0: tensor(23.9579, device='cuda:0') (tensor(21.0933, device='cuda:0')) | > loss_gen: 2.6615233421325684 (2.7883061036706622) | > loss_kl: 1.794599175453186 (1.732277785393006) | > loss_feat: 8.670236587524414 (8.417462950721777) | > loss_mel: 13.148907661437988 (12.957840317710836) | > loss_duration: 1.6649986505508423 (1.6596167253300471) | > amp_scaler: 256.0 (292.96256684491965) | > loss_1: 27.940265655517578 (27.555503988010997) | > grad_norm_1: tensor(478.8862, device='cuda:0') (tensor(343.5111, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.879 (0.8629080548005945) | > loader_time: 0.0104 (0.010108096076842932)  --> TIME: 2025-05-12 10:43:49 -- STEP: 237/725 -- GLOBAL_STEP: 427450 | > loss_disc: 2.133314609527588 (2.183895997357263) | > loss_disc_real_0: 0.11083097010850906 (0.13264486237668802) | > loss_disc_real_1: 0.19399483501911163 (0.1879956408517773) | > loss_disc_real_2: 0.19447538256645203 (0.18752447437133468) | > loss_disc_real_3: 0.23198233544826508 (0.20393255711356295) | > loss_disc_real_4: 0.19162677228450775 (0.1935568487719645) | > loss_disc_real_5: 0.199402317404747 (0.20765025781679758) | > loss_0: 2.133314609527588 (2.183895997357263) | > grad_norm_0: tensor(26.9776, device='cuda:0') (tensor(21.3889, device='cuda:0')) | > loss_gen: 2.803408145904541 (2.7855122753336468) | > loss_kl: 1.82915198802948 (1.7409196719841615) | > loss_feat: 8.468525886535645 (8.411224409497736) | > loss_mel: 13.478240966796875 (12.949928883258803) | > loss_duration: 1.6442022323608398 (1.6595028819917126) | > amp_scaler: 256.0 (285.16455696202536) | > loss_1: 28.223529815673828 (27.547088244796303) | > grad_norm_1: tensor(466.1552, device='cuda:0') (tensor(342.5334, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8333 (0.8661776544675546) | > loader_time: 0.0117 (0.010135092312776588)  --> TIME: 2025-05-12 10:44:32 -- STEP: 287/725 -- GLOBAL_STEP: 427500 | > loss_disc: 2.1552603244781494 (2.1913777760096913) | > loss_disc_real_0: 0.1406479924917221 (0.13330675106015363) | > loss_disc_real_1: 0.19166164100170135 (0.18868406781543837) | > loss_disc_real_2: 0.17339572310447693 (0.1880417420473664) | > loss_disc_real_3: 0.19626778364181519 (0.2045728847228692) | > loss_disc_real_4: 0.19494639337062836 (0.19347830698257545) | > loss_disc_real_5: 0.20294739305973053 (0.20905361877501222) | > loss_0: 2.1552603244781494 (2.1913777760096913) | > grad_norm_0: tensor(23.3724, device='cuda:0') (tensor(21.2803, device='cuda:0')) | > loss_gen: 2.8253979682922363 (2.7773967736274114) | > loss_kl: 1.6381535530090332 (1.73777504831241) | > loss_feat: 8.884683609008789 (8.363383834785697) | > loss_mel: 13.423636436462402 (12.905269695906686) | > loss_duration: 1.6636009216308594 (1.659075024651318) | > amp_scaler: 256.0 (280.0836236933798) | > loss_1: 28.435470581054688 (27.442900468248112) | > grad_norm_1: tensor(434.9770, device='cuda:0') (tensor(337.8926, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8236 (0.8647207856593647) | > loader_time: 0.0096 (0.010110352512851408)  --> TIME: 2025-05-12 10:45:16 -- STEP: 337/725 -- GLOBAL_STEP: 427550 | > loss_disc: 2.05802321434021 (2.192546687423293) | > loss_disc_real_0: 0.15200117230415344 (0.1339310327384522) | > loss_disc_real_1: 0.16020771861076355 (0.18872499598593656) | > loss_disc_real_2: 0.1685459315776825 (0.18847592210380548) | > loss_disc_real_3: 0.16447024047374725 (0.20433629682226778) | > loss_disc_real_4: 0.17278386652469635 (0.19351338018118808) | > loss_disc_real_5: 0.20893454551696777 (0.20855158125257633) | > loss_0: 2.05802321434021 (2.192546687423293) | > grad_norm_0: tensor(26.5014, device='cuda:0') (tensor(21.4737, device='cuda:0')) | > loss_gen: 3.128309726715088 (2.7783910549005353) | > loss_kl: 1.739343285560608 (1.7331416129358443) | > loss_feat: 9.675275802612305 (8.354240949500555) | > loss_mel: 14.654328346252441 (12.899033696432141) | > loss_duration: 1.647250771522522 (1.6585896927808084) | > amp_scaler: 256.0 (276.51038575667667) | > loss_1: 30.844507217407227 (27.42339706420899) | > grad_norm_1: tensor(464.8125, device='cuda:0') (tensor(341.4896, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8742 (0.8647539389239575) | > loader_time: 0.0119 (0.01013576453800371)  --> TIME: 2025-05-12 10:46:00 -- STEP: 387/725 -- GLOBAL_STEP: 427600 | > loss_disc: 2.236085891723633 (2.1913799075193148) | > loss_disc_real_0: 0.14180584251880646 (0.13402294714090457) | > loss_disc_real_1: 0.20176702737808228 (0.18850115896503425) | > loss_disc_real_2: 0.2135080099105835 (0.18849311353162285) | > loss_disc_real_3: 0.18179166316986084 (0.20431185638873772) | > loss_disc_real_4: 0.1831776350736618 (0.1933206690220254) | > loss_disc_real_5: 0.22048620879650116 (0.208471528665964) | > loss_0: 2.236085891723633 (2.1913799075193148) | > grad_norm_0: tensor(16.1151, device='cuda:0') (tensor(21.5673, device='cuda:0')) | > loss_gen: 2.672830581665039 (2.7789480421278223) | > loss_kl: 1.683691143989563 (1.7325644838101488) | > loss_feat: 8.001045227050781 (8.356540730449263) | > loss_mel: 12.431975364685059 (12.918659074669968) | > loss_duration: 1.7089675664901733 (1.6587036921996476) | > amp_scaler: 256.0 (273.86046511627916) | > loss_1: 26.49850845336914 (27.445416107966306) | > grad_norm_1: tensor(438.0201, device='cuda:0') (tensor(338.8925, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8696 (0.8644652261906508) | > loader_time: 0.0097 (0.010116168694902748)  --> TIME: 2025-05-12 10:46:44 -- STEP: 437/725 -- GLOBAL_STEP: 427650 | > loss_disc: 2.1312406063079834 (2.191755751450489) | > loss_disc_real_0: 0.10312207043170929 (0.13406343735942047) | > loss_disc_real_1: 0.1995735764503479 (0.1886830040396486) | > loss_disc_real_2: 0.18761046230793 (0.18834929270520642) | > loss_disc_real_3: 0.2026488184928894 (0.2042649871151835) | > loss_disc_real_4: 0.1953110545873642 (0.19349880011867335) | > loss_disc_real_5: 0.23126746714115143 (0.2084821037078613) | > loss_0: 2.1312406063079834 (2.191755751450489) | > grad_norm_0: tensor(12.0857, device='cuda:0') (tensor(21.3116, device='cuda:0')) | > loss_gen: 2.838554859161377 (2.7766108365571753) | > loss_kl: 1.7548480033874512 (1.7332382925042298) | > loss_feat: 8.197304725646973 (8.338924000956093) | > loss_mel: 13.433375358581543 (12.895664612270329) | > loss_duration: 1.6261100769042969 (1.6584303106268699) | > amp_scaler: 256.0 (271.81693363844425) | > loss_1: 27.85019302368164 (27.402868118111552) | > grad_norm_1: tensor(309.4785, device='cuda:0') (tensor(335.7390, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.9037 (0.863986909525891) | > loader_time: 0.0096 (0.010110764536213814)  --> TIME: 2025-05-12 10:47:28 -- STEP: 487/725 -- GLOBAL_STEP: 427700 | > loss_disc: 2.164613962173462 (2.190996200152243) | > loss_disc_real_0: 0.13261273503303528 (0.13439990090516088) | > loss_disc_real_1: 0.18766701221466064 (0.18855008219791378) | > loss_disc_real_2: 0.19291195273399353 (0.18818559275760305) | > loss_disc_real_3: 0.2070070058107376 (0.20437041041297838) | > loss_disc_real_4: 0.18144439160823822 (0.19340061758945123) | > loss_disc_real_5: 0.20474004745483398 (0.20770664100039912) | > loss_0: 2.164613962173462 (2.190996200152243) | > grad_norm_0: tensor(29.2675, device='cuda:0') (tensor(21.6367, device='cuda:0')) | > loss_gen: 2.7201011180877686 (2.778929019121175) | > loss_kl: 1.7447048425674438 (1.729971959605599) | > loss_feat: 7.932678699493408 (8.336442647773378) | > loss_mel: 12.945647239685059 (12.895849421773358) | > loss_duration: 1.6315271854400635 (1.6588178334539674) | > amp_scaler: 256.0 (270.193018480493) | > loss_1: 26.974658966064453 (27.400010960792372) | > grad_norm_1: tensor(399.1053, device='cuda:0') (tensor(340.8935, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8289 (0.8642036048293849) | > loader_time: 0.0094 (0.010108254039067257)  --> TIME: 2025-05-12 10:48:12 -- STEP: 537/725 -- GLOBAL_STEP: 427750 | > loss_disc: 2.221078395843506 (2.193199325540209) | > loss_disc_real_0: 0.13254065811634064 (0.13444112746298217) | > loss_disc_real_1: 0.2092304229736328 (0.18883402548466746) | > loss_disc_real_2: 0.188062846660614 (0.18829206681118335) | > loss_disc_real_3: 0.20368847250938416 (0.20447347708587546) | > loss_disc_real_4: 0.18877743184566498 (0.19348391185703667) | > loss_disc_real_5: 0.20932172238826752 (0.2082597552009579) | > loss_0: 2.221078395843506 (2.193199325540209) | > grad_norm_0: tensor(17.7431, device='cuda:0') (tensor(21.1389, device='cuda:0')) | > loss_gen: 2.6436076164245605 (2.774422133213094) | > loss_kl: 1.724241852760315 (1.7301396813028573) | > loss_feat: 8.465474128723145 (8.326894526597062) | > loss_mel: 12.478277206420898 (12.88633490585526) | > loss_duration: 1.674478530883789 (1.659338183243181) | > amp_scaler: 256.0 (268.8715083798885) | > loss_1: 26.986080169677734 (27.377129506798433) | > grad_norm_1: tensor(114.6494, device='cuda:0') (tensor(334.5165, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8485 (0.8639425729684101) | > loader_time: 0.0092 (0.010104904849658015)  --> TIME: 2025-05-12 10:48:56 -- STEP: 587/725 -- GLOBAL_STEP: 427800 | > loss_disc: 2.2503650188446045 (2.193680356267767) | > loss_disc_real_0: 0.17304204404354095 (0.13468782748436814) | > loss_disc_real_1: 0.20558373630046844 (0.18890948593616474) | > loss_disc_real_2: 0.16481277346611023 (0.18826299451380418) | > loss_disc_real_3: 0.20553267002105713 (0.20414136794397328) | > loss_disc_real_4: 0.20192232728004456 (0.1934448460551705) | > loss_disc_real_5: 0.2387412190437317 (0.20828345555056915) | > loss_0: 2.2503650188446045 (2.193680356267767) | > grad_norm_0: tensor(30.2212, device='cuda:0') (tensor(20.8979, device='cuda:0')) | > loss_gen: 2.8479018211364746 (2.7728496625435626) | > loss_kl: 1.6269686222076416 (1.7284604524225755) | > loss_feat: 8.502998352050781 (8.3160721073768) | > loss_mel: 13.308899879455566 (12.875306839431161) | > loss_duration: 1.6532783508300781 (1.659146129780368) | > amp_scaler: 256.0 (267.77512776831367) | > loss_1: 27.940046310424805 (27.3518352898463) | > grad_norm_1: tensor(325.4724, device='cuda:0') (tensor(333.4631, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8844 (0.86475255745233) | > loader_time: 0.0099 (0.010074931880684476)  --> TIME: 2025-05-12 10:49:40 -- STEP: 637/725 -- GLOBAL_STEP: 427850 | > loss_disc: 2.0511369705200195 (2.193906253697919) | > loss_disc_real_0: 0.1121649444103241 (0.134748279416767) | > loss_disc_real_1: 0.2009756863117218 (0.18893333836758325) | > loss_disc_real_2: 0.1836424320936203 (0.18833149997649065) | > loss_disc_real_3: 0.22340141236782074 (0.20426938648875131) | > loss_disc_real_4: 0.16664715111255646 (0.19345883573617434) | > loss_disc_real_5: 0.17889706790447235 (0.2082365456752164) | > loss_0: 2.0511369705200195 (2.193906253697919) | > grad_norm_0: tensor(13.1079, device='cuda:0') (tensor(21.0103, device='cuda:0')) | > loss_gen: 3.0003650188446045 (2.7735248547708222) | > loss_kl: 1.667955756187439 (1.7296603160151502) | > loss_feat: 9.521928787231445 (8.314375751621123) | > loss_mel: 14.055168151855469 (12.872883709858115) | > loss_duration: 1.6375274658203125 (1.6589519663171455) | > amp_scaler: 256.0 (266.8508634222924) | > loss_1: 29.882944107055664 (27.349396686164706) | > grad_norm_1: tensor(505.9531, device='cuda:0') (tensor(334.2687, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8644 (0.8647074583373972) | > loader_time: 0.0093 (0.010067325933387548)  --> TIME: 2025-05-12 10:50:24 -- STEP: 687/725 -- GLOBAL_STEP: 427900 | > loss_disc: 2.2561473846435547 (2.194262335220625) | > loss_disc_real_0: 0.12652024626731873 (0.13470671685979171) | > loss_disc_real_1: 0.2136285901069641 (0.18909975521949676) | > loss_disc_real_2: 0.1809355765581131 (0.18828527633713507) | > loss_disc_real_3: 0.19712693989276886 (0.20418272509064736) | > loss_disc_real_4: 0.18659615516662598 (0.1936011200301685) | > loss_disc_real_5: 0.18040503561496735 (0.2078219731128199) | > loss_0: 2.2561473846435547 (2.194262335220625) | > grad_norm_0: tensor(28.7237, device='cuda:0') (tensor(21.2867, device='cuda:0')) | > loss_gen: 2.724874496459961 (2.7748645410440567) | > loss_kl: 1.427163004875183 (1.7263407202266707) | > loss_feat: 9.430781364440918 (8.318657477349696) | > loss_mel: 12.874857902526855 (12.871642590263168) | > loss_duration: 1.664692997932434 (1.6589114978323858) | > amp_scaler: 256.0 (266.06113537117955) | > loss_1: 28.122371673583984 (27.35041689976855) | > grad_norm_1: tensor(167.9527, device='cuda:0') (tensor(339.4988, device='cuda:0')) | > current_lr_0: 0.0001872722156153606 | > current_lr_1: 0.0001872722156153606 | > step_time: 0.8821 (0.8641045395463832) | > loader_time: 0.0095 (0.010036808608053715)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.291203498840332 (2.291203498840332) | > loss_disc_real_0: 0.17397543787956238 (0.17397543787956238) | > loss_disc_real_1: 0.21392875909805298 (0.21392875909805298) | > loss_disc_real_2: 0.18370883166790009 (0.18370883166790009) | > loss_disc_real_3: 0.18694856762886047 (0.18694856762886047) | > loss_disc_real_4: 0.268677681684494 (0.268677681684494) | > loss_disc_real_5: 0.22944976389408112 (0.22944976389408112) | > loss_0: 2.291203498840332 (2.291203498840332) | > loss_gen: 2.838371515274048 (2.838371515274048) | > loss_kl: 2.3771493434906006 (2.3771493434906006) | > loss_feat: 8.44371509552002 (8.44371509552002) | > loss_mel: 13.099026679992676 (13.099026679992676) | > loss_duration: 1.7518348693847656 (1.7518348693847656) | > loss_1: 28.51009750366211 (28.51009750366211)  --> STEP: 1 | > loss_disc: 2.2784781455993652 (2.2784781455993652) | > loss_disc_real_0: 0.19767452776432037 (0.19767452776432037) | > loss_disc_real_1: 0.21369153261184692 (0.21369153261184692) | > loss_disc_real_2: 0.18152284622192383 (0.18152284622192383) | > loss_disc_real_3: 0.21048040688037872 (0.21048040688037872) | > loss_disc_real_4: 0.25334566831588745 (0.25334566831588745) | > loss_disc_real_5: 0.22003114223480225 (0.22003114223480225) | > loss_0: 2.2784781455993652 (2.2784781455993652) | > loss_gen: 2.917503833770752 (2.917503833770752) | > loss_kl: 2.278677225112915 (2.278677225112915) | > loss_feat: 8.6736421585083 (8.6736421585083) | > loss_mel: 13.769183158874512 (13.769183158874512) | > loss_duration: 1.8785362243652344 (1.8785362243652344) | > loss_1: 29.517541885375977 (29.517541885375977)  --> STEP: 2 | > loss_disc: 2.268078565597534 (2.2732783555984497) | > loss_disc_real_0: 0.17144213616847992 (0.18455833196640015) | > loss_disc_real_1: 0.20416514575481415 (0.20892833918333054) | > loss_disc_real_2: 0.1910087913274765 (0.18626581877470016) | > loss_disc_real_3: 0.19269287586212158 (0.20158664137125015) | > loss_disc_real_4: 0.2659519910812378 (0.2596488296985626) | > loss_disc_real_5: 0.20584672689437866 (0.21293893456459045) | > loss_0: 2.268078565597534 (2.2732783555984497) | > loss_gen: 2.7995338439941406 (2.8585188388824463) | > loss_kl: 2.006742238998413 (2.142709732055664) | > loss_feat: 8.343413352966309 (8.508527755737305) | > loss_mel: 12.99815559387207 (13.383669376373291) | > loss_duration: 1.9031540155410767 (1.8908451199531555) | > loss_1: 28.051000595092773 (28.784271240234375)  --> STEP: 3 | > loss_disc: 2.3122591972351074 (2.2862719694773355) | > loss_disc_real_0: 0.16378392279148102 (0.17763352890809378) | > loss_disc_real_1: 0.2109113186597824 (0.20958933234214783) | > loss_disc_real_2: 0.19144296646118164 (0.187991534670194) | > loss_disc_real_3: 0.21192927658557892 (0.20503418644269308) | > loss_disc_real_4: 0.2732335031032562 (0.2641770541667938) | > loss_disc_real_5: 0.23468701541423798 (0.2201882948478063) | > loss_0: 2.3122591972351074 (2.2862719694773355) | > loss_gen: 2.7854506969451904 (2.834162791570028) | > loss_kl: 2.0216152667999268 (2.1023449103037515) | > loss_feat: 7.476867198944092 (8.1646409034729) | > loss_mel: 12.483407974243164 (13.083582242329916) | > loss_duration: 1.8655405044555664 (1.8824102481206257) | > loss_1: 26.63288116455078 (28.06714121500651)  --> STEP: 4 | > loss_disc: 2.365622043609619 (2.3061094880104065) | > loss_disc_real_0: 0.16648845374584198 (0.17484726011753082) | > loss_disc_real_1: 0.2433592975139618 (0.21803182363510132) | > loss_disc_real_2: 0.1726779043674469 (0.18416312709450722) | > loss_disc_real_3: 0.20182926952838898 (0.20423295721411705) | > loss_disc_real_4: 0.2865230143070221 (0.2697635442018509) | > loss_disc_real_5: 0.2431296557188034 (0.22592363506555557) | > loss_0: 2.365622043609619 (2.3061094880104065) | > loss_gen: 2.7872891426086426 (2.8224443793296814) | > loss_kl: 2.072119951248169 (2.094788670539856) | > loss_feat: 8.522178649902344 (8.254025340080261) | > loss_mel: 13.982466697692871 (13.308303356170654) | > loss_duration: 1.7946804761886597 (1.8604778051376343) | > loss_1: 29.158733367919922 (28.340039253234863) --> EVAL PERFORMANCE | > avg_loader_time: 0.3354485034942627 (+0.009031414985656738) | > avg_loss_disc: 2.3061094880104065 (-0.09340953826904297) | > avg_loss_disc_real_0: 0.17484726011753082 (-0.02269003912806511) | > avg_loss_disc_real_1: 0.21803182363510132 (+0.05392206460237503) | > avg_loss_disc_real_2: 0.18416312709450722 (-0.14826460555195808) | > avg_loss_disc_real_3: 0.20423295721411705 (-0.09253406897187233) | > avg_loss_disc_real_4: 0.2697635442018509 (+0.042275965213775635) | > avg_loss_disc_real_5: 0.22592363506555557 (-0.024842187762260437) | > avg_loss_0: 2.3061094880104065 (-0.09340953826904297) | > avg_loss_gen: 2.8224443793296814 (-0.20769107341766357) | > avg_loss_kl: 2.094788670539856 (+0.092709481716156) | > avg_loss_feat: 8.254025340080261 (-0.39838922023773193) | > avg_loss_mel: 13.308303356170654 (-0.6036217212677002) | > avg_loss_duration: 1.8604778051376343 (+0.013706117868423462) | > avg_loss_1: 28.340039253234863 (-1.1032867431640625)  > EPOCH: 527/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 10:51:04)   --> TIME: 2025-05-12 10:51:16 -- STEP: 12/725 -- GLOBAL_STEP: 427950 | > loss_disc: 2.310192584991455 (2.192354202270508) | > loss_disc_real_0: 0.14452628791332245 (0.12911062563459078) | > loss_disc_real_1: 0.18403920531272888 (0.19231955334544182) | > loss_disc_real_2: 0.21474720537662506 (0.18951593960324922) | > loss_disc_real_3: 0.20723019540309906 (0.20317103465398154) | > loss_disc_real_4: 0.1792999804019928 (0.18704913556575775) | > loss_disc_real_5: 0.23593400418758392 (0.21276443203290304) | > loss_0: 2.310192584991455 (2.192354202270508) | > grad_norm_0: tensor(34.9608, device='cuda:0') (tensor(23.6686, device='cuda:0')) | > loss_gen: 2.682309150695801 (2.7663781444231668) | > loss_kl: 1.599596619606018 (1.721992055575053) | > loss_feat: 7.960948944091797 (8.246957540512085) | > loss_mel: 12.20581340789795 (12.900805552800497) | > loss_duration: 1.680637001991272 (1.6629778146743774) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.12930679321289 (27.299111048380535) | > grad_norm_1: tensor(544.3172, device='cuda:0') (tensor(414.7712, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8593 (0.8472133874893188) | > loader_time: 0.0092 (0.010658363501230875)  --> TIME: 2025-05-12 10:52:01 -- STEP: 62/725 -- GLOBAL_STEP: 428000 | > loss_disc: 2.2817158699035645 (2.187829144539372) | > loss_disc_real_0: 0.10384579002857208 (0.13009006181551563) | > loss_disc_real_1: 0.20660647749900818 (0.19117908972886302) | > loss_disc_real_2: 0.1983533799648285 (0.1882779550167822) | > loss_disc_real_3: 0.1957307904958725 (0.2042783924168156) | > loss_disc_real_4: 0.19849957525730133 (0.19215182190941227) | > loss_disc_real_5: 0.22050844132900238 (0.20920087709542243) | > loss_0: 2.2817158699035645 (2.187829144539372) | > grad_norm_0: tensor(20.2540, device='cuda:0') (tensor(23.5657, device='cuda:0')) | > loss_gen: 2.6960995197296143 (2.796714998060657) | > loss_kl: 1.5837393999099731 (1.7319654014802748) | > loss_feat: 8.037837028503418 (8.39671785600723) | > loss_mel: 12.49673080444336 (12.93827207626835) | > loss_duration: 1.6961872577667236 (1.6562860915737767) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.510595321655273 (27.51995640416299) | > grad_norm_1: tensor(632.9296, device='cuda:0') (tensor(408.7240, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8739 (0.8686882257461548) | > loader_time: 0.0112 (0.010824222718515703) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_428000.pth  --> TIME: 2025-05-12 10:52:48 -- STEP: 112/725 -- GLOBAL_STEP: 428050 | > loss_disc: 2.272778034210205 (2.1926689041512355) | > loss_disc_real_0: 0.15152375400066376 (0.13414077846599473) | > loss_disc_real_1: 0.18435269594192505 (0.19133069791964122) | > loss_disc_real_2: 0.194350928068161 (0.18795603354062354) | > loss_disc_real_3: 0.2095526158809662 (0.2041122719113316) | > loss_disc_real_4: 0.19003714621067047 (0.19113809375890664) | > loss_disc_real_5: 0.21167254447937012 (0.20779195042060955) | > loss_0: 2.272778034210205 (2.1926689041512355) | > grad_norm_0: tensor(32.0387, device='cuda:0') (tensor(23.8898, device='cuda:0')) | > loss_gen: 2.7239646911621094 (2.7833745011261533) | > loss_kl: 1.4404070377349854 (1.7252882782902037) | > loss_feat: 7.51577091217041 (8.348491098199565) | > loss_mel: 11.820420265197754 (12.923630271639142) | > loss_duration: 1.6503061056137085 (1.6598773375153542) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.150869369506836 (27.44066149847848) | > grad_norm_1: tensor(564.2245, device='cuda:0') (tensor(393.9152, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8522 (0.868944810969489) | > loader_time: 0.0095 (0.010581552982330322)  --> TIME: 2025-05-12 10:53:32 -- STEP: 162/725 -- GLOBAL_STEP: 428100 | > loss_disc: 2.17394757270813 (2.193097110147829) | > loss_disc_real_0: 0.09862988442182541 (0.13368903210869537) | > loss_disc_real_1: 0.1860741376876831 (0.1906013112561202) | > loss_disc_real_2: 0.18339431285858154 (0.1887616641175599) | > loss_disc_real_3: 0.20189659297466278 (0.20422226098584537) | > loss_disc_real_4: 0.19160331785678864 (0.191423203750157) | > loss_disc_real_5: 0.20572663843631744 (0.20807661364475885) | > loss_0: 2.17394757270813 (2.193097110147829) | > grad_norm_0: tensor(20.2699, device='cuda:0') (tensor(23.8875, device='cuda:0')) | > loss_gen: 2.8093678951263428 (2.7837303037996644) | > loss_kl: 1.7434872388839722 (1.7097604797210222) | > loss_feat: 9.00177001953125 (8.371292608755601) | > loss_mel: 13.492959976196289 (12.923300154415177) | > loss_duration: 1.5984530448913574 (1.659977149816207) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.646038055419922 (27.448060706809716) | > grad_norm_1: tensor(448.9384, device='cuda:0') (tensor(396.7800, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8589 (0.8680176734924316) | > loader_time: 0.0105 (0.010391356032571677)  --> TIME: 2025-05-12 10:54:16 -- STEP: 212/725 -- GLOBAL_STEP: 428150 | > loss_disc: 2.2822179794311523 (2.194849750905668) | > loss_disc_real_0: 0.16409096121788025 (0.13419924124653604) | > loss_disc_real_1: 0.21170389652252197 (0.19042425940059265) | > loss_disc_real_2: 0.21583177149295807 (0.18891940982836591) | > loss_disc_real_3: 0.22038300335407257 (0.20449471459636145) | > loss_disc_real_4: 0.23488366603851318 (0.19228112676514764) | > loss_disc_real_5: 0.20566079020500183 (0.2079186018486068) | > loss_0: 2.2822179794311523 (2.194849750905668) | > grad_norm_0: tensor(18.2503, device='cuda:0') (tensor(24.0247, device='cuda:0')) | > loss_gen: 2.5218918323516846 (2.7813854836068064) | > loss_kl: 1.5599956512451172 (1.7139156595715936) | > loss_feat: 7.543633937835693 (8.367752592518642) | > loss_mel: 12.270487785339355 (12.913925062935308) | > loss_duration: 1.6758146286010742 (1.6600116047094453) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.571826934814453 (27.436990450013358) | > grad_norm_1: tensor(340.6007, device='cuda:0') (tensor(395.6567, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.851 (0.8686928580392081) | > loader_time: 0.0095 (0.010373445052020952)  --> TIME: 2025-05-12 10:55:00 -- STEP: 262/725 -- GLOBAL_STEP: 428200 | > loss_disc: 2.2114295959472656 (2.203048581385432) | > loss_disc_real_0: 0.15907415747642517 (0.14096908922527576) | > loss_disc_real_1: 0.1938781887292862 (0.18980522658533722) | > loss_disc_real_2: 0.18115085363388062 (0.18813371828949174) | > loss_disc_real_3: 0.21037986874580383 (0.20517123177761337) | > loss_disc_real_4: 0.19857993721961975 (0.19315102030985223) | > loss_disc_real_5: 0.225894495844841 (0.20812338698683805) | > loss_0: 2.2114295959472656 (2.203048581385432) | > grad_norm_0: tensor(36.0527, device='cuda:0') (tensor(22.7532, device='cuda:0')) | > loss_gen: 2.862116813659668 (2.7763078067138904) | > loss_kl: 1.6587530374526978 (1.708906583203614) | > loss_feat: 8.75130844116211 (8.361412179379055) | > loss_mel: 14.156377792358398 (12.915838132377798) | > loss_duration: 1.6505374908447266 (1.6609825619304452) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.0790958404541 (27.423447310469534) | > grad_norm_1: tensor(510.9589, device='cuda:0') (tensor(377.3826, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.9083 (0.8678989492299902) | > loader_time: 0.0122 (0.010383874405431382)  --> TIME: 2025-05-12 10:55:44 -- STEP: 312/725 -- GLOBAL_STEP: 428250 | > loss_disc: 2.178863763809204 (2.20415609960373) | > loss_disc_real_0: 0.14450480043888092 (0.14159698335406107) | > loss_disc_real_1: 0.17521774768829346 (0.18963221293420363) | > loss_disc_real_2: 0.1970006376504898 (0.1884117974207187) | > loss_disc_real_3: 0.18194930255413055 (0.20489728274062663) | > loss_disc_real_4: 0.1899951994419098 (0.1930975621709456) | > loss_disc_real_5: 0.1742674559354782 (0.20768745291309473) | > loss_0: 2.178863763809204 (2.20415609960373) | > grad_norm_0: tensor(19.0415, device='cuda:0') (tensor(23.1750, device='cuda:0')) | > loss_gen: 2.6867787837982178 (2.7759040212019905) | > loss_kl: 1.7488415241241455 (1.7055090046845953) | > loss_feat: 7.962536811828613 (8.347542857512442) | > loss_mel: 12.22567367553711 (12.897192013569367) | > loss_duration: 1.6476001739501953 (1.6602893563417291) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.27143096923828 (27.38643728769742) | > grad_norm_1: tensor(173.2271, device='cuda:0') (tensor(380.7571, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8471 (0.8674793166991992) | > loader_time: 0.0109 (0.010388363630343707)  --> TIME: 2025-05-12 10:56:29 -- STEP: 362/725 -- GLOBAL_STEP: 428300 | > loss_disc: 2.28474760055542 (2.2047739012465324) | > loss_disc_real_0: 0.15422433614730835 (0.14116956297699257) | > loss_disc_real_1: 0.19198594987392426 (0.189475549354079) | > loss_disc_real_2: 0.1963498592376709 (0.1885219709484617) | > loss_disc_real_3: 0.25704941153526306 (0.20510333603587602) | > loss_disc_real_4: 0.20308798551559448 (0.19291220411905255) | > loss_disc_real_5: 0.21589095890522003 (0.20862476116056597) | > loss_0: 2.28474760055542 (2.2047739012465324) | > grad_norm_0: tensor(20.2228, device='cuda:0') (tensor(21.7978, device='cuda:0')) | > loss_gen: 2.6182780265808105 (2.770710146229571) | > loss_kl: 1.8687894344329834 (1.7098979699677528) | > loss_feat: 7.0097479820251465 (8.345953627844535) | > loss_mel: 12.192298889160156 (12.898803768895608) | > loss_duration: 1.6000932455062866 (1.6593315690261885) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.289207458496094 (27.384697092172186) | > grad_norm_1: tensor(148.7964, device='cuda:0') (tensor(352.6642, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8728 (0.8681462607989654) | > loader_time: 0.012 (0.010395756742572254)  --> TIME: 2025-05-12 10:57:13 -- STEP: 412/725 -- GLOBAL_STEP: 428350 | > loss_disc: 2.2811641693115234 (2.204748636599887) | > loss_disc_real_0: 0.14516445994377136 (0.14064354641200263) | > loss_disc_real_1: 0.2128324657678604 (0.18981318208343775) | > loss_disc_real_2: 0.1812707483768463 (0.18860929401464835) | > loss_disc_real_3: 0.21706607937812805 (0.20484948903322223) | > loss_disc_real_4: 0.21910904347896576 (0.19289509373382446) | > loss_disc_real_5: 0.19925996661186218 (0.208763654298574) | > loss_0: 2.2811641693115234 (2.204748636599887) | > grad_norm_0: tensor(29.7076, device='cuda:0') (tensor(21.4202, device='cuda:0')) | > loss_gen: 2.663472890853882 (2.7672686177550014) | > loss_kl: 1.4697798490524292 (1.7077781968903776) | > loss_feat: 7.8337483406066895 (8.319592193492403) | > loss_mel: 11.5889892578125 (12.872738308119542) | > loss_duration: 1.6682316064834595 (1.6598474444116207) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.22422218322754 (27.327224763851717) | > grad_norm_1: tensor(393.3513, device='cuda:0') (tensor(347.0292, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8892 (0.8694647897794409) | > loader_time: 0.0099 (0.010353230156944792)  --> TIME: 2025-05-12 10:57:57 -- STEP: 462/725 -- GLOBAL_STEP: 428400 | > loss_disc: 2.2698373794555664 (2.2045640617738087) | > loss_disc_real_0: 0.16503122448921204 (0.1399704747031003) | > loss_disc_real_1: 0.20127607882022858 (0.18992978940794478) | > loss_disc_real_2: 0.20627827942371368 (0.18844656339842522) | > loss_disc_real_3: 0.20420022308826447 (0.2047868126205036) | > loss_disc_real_4: 0.19945283234119415 (0.19301202332044567) | > loss_disc_real_5: 0.20815728604793549 (0.20905480653176572) | > loss_0: 2.2698373794555664 (2.2045640617738087) | > grad_norm_0: tensor(21.9157, device='cuda:0') (tensor(21.3761, device='cuda:0')) | > loss_gen: 2.7286980152130127 (2.7686040014415596) | > loss_kl: 1.6742640733718872 (1.7077125215427187) | > loss_feat: 7.443521499633789 (8.326461098410862) | > loss_mel: 11.823630332946777 (12.868053725271514) | > loss_duration: 1.6765755414962769 (1.6594515755063013) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.346689224243164 (27.330282909013487) | > grad_norm_1: tensor(434.0695, device='cuda:0') (tensor(350.8643, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8123 (0.8686093871211593) | > loader_time: 0.0097 (0.010366370151569314)  --> TIME: 2025-05-12 10:58:41 -- STEP: 512/725 -- GLOBAL_STEP: 428450 | > loss_disc: 2.191694974899292 (2.202866003615786) | > loss_disc_real_0: 0.19829608500003815 (0.13939894940995143) | > loss_disc_real_1: 0.16663771867752075 (0.18976689461851493) | > loss_disc_real_2: 0.1801076978445053 (0.1885191062174272) | > loss_disc_real_3: 0.17536737024784088 (0.20465508298366333) | > loss_disc_real_4: 0.17107358574867249 (0.1927375478553585) | > loss_disc_real_5: 0.20177437365055084 (0.20898693773779084) | > loss_0: 2.191694974899292 (2.202866003615786) | > grad_norm_0: tensor(40.5750, device='cuda:0') (tensor(21.9094, device='cuda:0')) | > loss_gen: 2.6718037128448486 (2.776513390708715) | > loss_kl: 1.7905384302139282 (1.706555017270148) | > loss_feat: 8.601102828979492 (8.341659899801005) | > loss_mel: 13.005455017089844 (12.893159672617912) | > loss_duration: 1.619014859199524 (1.6601281557232144) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.687915802001953 (27.378016140311953) | > grad_norm_1: tensor(197.7922, device='cuda:0') (tensor(359.0881, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8722 (0.8683797158300877) | > loader_time: 0.0102 (0.01034641684964299)  --> TIME: 2025-05-12 10:59:25 -- STEP: 562/725 -- GLOBAL_STEP: 428500 | > loss_disc: 2.1670732498168945 (2.2017131163556423) | > loss_disc_real_0: 0.21612584590911865 (0.13892869089209733) | > loss_disc_real_1: 0.1884882152080536 (0.18970768585854156) | > loss_disc_real_2: 0.1899804174900055 (0.18854180829486816) | > loss_disc_real_3: 0.19827485084533691 (0.20457360652205792) | > loss_disc_real_4: 0.18055565655231476 (0.1930044425445943) | > loss_disc_real_5: 0.19533871114253998 (0.20858911838501806) | > loss_0: 2.1670732498168945 (2.2017131163556423) | > grad_norm_0: tensor(37.4727, device='cuda:0') (tensor(22.6220, device='cuda:0')) | > loss_gen: 2.8921077251434326 (2.780946061704508) | > loss_kl: 1.8982964754104614 (1.7097347452971432) | > loss_feat: 8.944925308227539 (8.34904675975812) | > loss_mel: 12.515853881835938 (12.91533579096675) | > loss_duration: 1.628098726272583 (1.6599935486223345) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.879281997680664 (27.41505692437875) | > grad_norm_1: tensor(454.1472, device='cuda:0') (tensor(369.4150, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.9189 (0.8677919441270658) | > loader_time: 0.0099 (0.010334764086903201)  --> TIME: 2025-05-12 11:00:09 -- STEP: 612/725 -- GLOBAL_STEP: 428550 | > loss_disc: 2.2510268688201904 (2.2004548063854794) | > loss_disc_real_0: 0.11605368554592133 (0.13875412141137267) | > loss_disc_real_1: 0.20304980874061584 (0.18962595453546716) | > loss_disc_real_2: 0.19120097160339355 (0.18841466468338872) | > loss_disc_real_3: 0.20655031502246857 (0.20449698093085514) | > loss_disc_real_4: 0.20432040095329285 (0.1929437242983992) | > loss_disc_real_5: 0.1903681457042694 (0.20831547329336217) | > loss_0: 2.2510268688201904 (2.2004548063854794) | > grad_norm_0: tensor(22.5395, device='cuda:0') (tensor(22.7711, device='cuda:0')) | > loss_gen: 2.6711549758911133 (2.780504657941707) | > loss_kl: 1.8525081872940063 (1.7100781124401712) | > loss_feat: 8.04178237915039 (8.348790613654385) | > loss_mel: 11.78346061706543 (12.918702229954839) | > loss_duration: 1.6036064624786377 (1.6595325682287896) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.9525146484375 (27.41760819254359) | > grad_norm_1: tensor(541.7791, device='cuda:0') (tensor(374.2267, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8313 (0.8677524569766973) | > loader_time: 0.0088 (0.010318079025916815)  --> TIME: 2025-05-12 11:00:53 -- STEP: 662/725 -- GLOBAL_STEP: 428600 | > loss_disc: 2.2397475242614746 (2.2011860571238975) | > loss_disc_real_0: 0.15751628577709198 (0.1385015496517055) | > loss_disc_real_1: 0.19259680807590485 (0.18971918667371176) | > loss_disc_real_2: 0.18035921454429626 (0.18835008151131447) | > loss_disc_real_3: 0.18660521507263184 (0.2045863775418245) | > loss_disc_real_4: 0.1930469572544098 (0.1931013453222833) | > loss_disc_real_5: 0.19003412127494812 (0.20860940742438658) | > loss_0: 2.2397475242614746 (2.2011860571238975) | > grad_norm_0: tensor(13.4165, device='cuda:0') (tensor(22.4670, device='cuda:0')) | > loss_gen: 2.653409481048584 (2.7756691479610898) | > loss_kl: 1.8107311725616455 (1.7087768912315364) | > loss_feat: 7.410661697387695 (8.32210380505218) | > loss_mel: 11.323180198669434 (12.896212168690656) | > loss_duration: 1.6785261631011963 (1.6600405458597252) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.876508712768555 (27.362802554473426) | > grad_norm_1: tensor(266.4234, device='cuda:0') (tensor(370.0340, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8879 (0.8670508566219641) | > loader_time: 0.0103 (0.010276605715564378)  --> TIME: 2025-05-12 11:01:37 -- STEP: 712/725 -- GLOBAL_STEP: 428650 | > loss_disc: 2.083509922027588 (2.200379875436261) | > loss_disc_real_0: 0.0756513848900795 (0.13830503369315283) | > loss_disc_real_1: 0.1944960355758667 (0.18971411530137733) | > loss_disc_real_2: 0.17463646829128265 (0.18834801897239134) | > loss_disc_real_3: 0.19329984486103058 (0.20460747994398812) | > loss_disc_real_4: 0.17030362784862518 (0.192977273983232) | > loss_disc_real_5: 0.15595370531082153 (0.2085888485602114) | > loss_0: 2.083509922027588 (2.200379875436261) | > grad_norm_0: tensor(16.9181, device='cuda:0') (tensor(22.5515, device='cuda:0')) | > loss_gen: 2.929959297180176 (2.776413542501044) | > loss_kl: 1.6954716444015503 (1.7110957511690221) | > loss_feat: 9.144440650939941 (8.32702558496024) | > loss_mel: 13.5201416015625 (12.895523127545127) | > loss_duration: 1.6412677764892578 (1.6595470044720033) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.9312801361084 (27.36960501349375) | > grad_norm_1: tensor(520.4584, device='cuda:0') (tensor(373.1667, device='cuda:0')) | > current_lr_0: 0.00018724880658840866 | > current_lr_1: 0.00018724880658840866 | > step_time: 0.8689 (0.8670423111219084) | > loader_time: 0.0102 (0.010256909922267616)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3568458557128906 (2.3568458557128906) | > loss_disc_real_0: 0.137619748711586 (0.137619748711586) | > loss_disc_real_1: 0.20446622371673584 (0.20446622371673584) | > loss_disc_real_2: 0.2831495702266693 (0.2831495702266693) | > loss_disc_real_3: 0.25590747594833374 (0.25590747594833374) | > loss_disc_real_4: 0.2915269136428833 (0.2915269136428833) | > loss_disc_real_5: 0.21014821529388428 (0.21014821529388428) | > loss_0: 2.3568458557128906 (2.3568458557128906) | > loss_gen: 2.8485071659088135 (2.8485071659088135) | > loss_kl: 2.423482894897461 (2.423482894897461) | > loss_feat: 8.055597305297852 (8.055597305297852) | > loss_mel: 13.325716018676758 (13.325716018676758) | > loss_duration: 1.7486293315887451 (1.7486293315887451) | > loss_1: 28.401931762695312 (28.401931762695312)  --> STEP: 1 | > loss_disc: 2.263199806213379 (2.263199806213379) | > loss_disc_real_0: 0.12687306106090546 (0.12687306106090546) | > loss_disc_real_1: 0.1944940686225891 (0.1944940686225891) | > loss_disc_real_2: 0.2589448392391205 (0.2589448392391205) | > loss_disc_real_3: 0.25544583797454834 (0.25544583797454834) | > loss_disc_real_4: 0.2538551688194275 (0.2538551688194275) | > loss_disc_real_5: 0.18635961413383484 (0.18635961413383484) | > loss_0: 2.263199806213379 (2.263199806213379) | > loss_gen: 2.8531529903411865 (2.8531529903411865) | > loss_kl: 2.28775954246521 (2.28775954246521) | > loss_feat: 8.019563674926758 (8.019563674926758) | > loss_mel: 13.498539924621582 (13.498539924621582) | > loss_duration: 1.8609519004821777 (1.8609519004821777) | > loss_1: 28.519968032836914 (28.519968032836914)  --> STEP: 2 | > loss_disc: 2.2130117416381836 (2.2381057739257812) | > loss_disc_real_0: 0.12339763343334198 (0.12513534724712372) | > loss_disc_real_1: 0.1731637865304947 (0.1838289275765419) | > loss_disc_real_2: 0.2511071562767029 (0.2550259977579117) | > loss_disc_real_3: 0.2550264000892639 (0.25523611903190613) | > loss_disc_real_4: 0.25107964873313904 (0.25246740877628326) | > loss_disc_real_5: 0.18377643823623657 (0.1850680261850357) | > loss_0: 2.2130117416381836 (2.2381057739257812) | > loss_gen: 2.957597255706787 (2.905375123023987) | > loss_kl: 2.2699480056762695 (2.2788537740707397) | > loss_feat: 9.325552940368652 (8.672558307647705) | > loss_mel: 14.240777969360352 (13.869658946990967) | > loss_duration: 1.8846685886383057 (1.8728102445602417) | > loss_1: 30.678544998168945 (29.59925651550293)  --> STEP: 3 | > loss_disc: 2.365405559539795 (2.280539035797119) | > loss_disc_real_0: 0.12788599729537964 (0.12605223059654236) | > loss_disc_real_1: 0.19945138692855835 (0.18903641402721405) | > loss_disc_real_2: 0.25837671756744385 (0.25614290436108905) | > loss_disc_real_3: 0.2696719765663147 (0.26004807154337567) | > loss_disc_real_4: 0.28698301315307617 (0.26397261023521423) | > loss_disc_real_5: 0.22217194736003876 (0.1974359999100367) | > loss_0: 2.365405559539795 (2.280539035797119) | > loss_gen: 2.7577157020568848 (2.8561553160349527) | > loss_kl: 2.0717692375183105 (2.20982559521993) | > loss_feat: 7.3180742263793945 (8.221063613891602) | > loss_mel: 12.98220443725586 (13.573840777079264) | > loss_duration: 1.8579788208007812 (1.8678664366404216) | > loss_1: 26.987741470336914 (28.72875150044759)  --> STEP: 4 | > loss_disc: 2.195955753326416 (2.2593932151794434) | > loss_disc_real_0: 0.11082503944635391 (0.12224543280899525) | > loss_disc_real_1: 0.1668296605348587 (0.1834847256541252) | > loss_disc_real_2: 0.2423323541879654 (0.25269026681780815) | > loss_disc_real_3: 0.23040933907032013 (0.25263838842511177) | > loss_disc_real_4: 0.2607937455177307 (0.26317789405584335) | > loss_disc_real_5: 0.19069404900074005 (0.19575051218271255) | > loss_0: 2.195955753326416 (2.2593932151794434) | > loss_gen: 2.9282641410827637 (2.8741825222969055) | > loss_kl: 2.0252530574798584 (2.163682460784912) | > loss_feat: 10.109790802001953 (8.69324541091919) | > loss_mel: 15.127357482910156 (13.962219953536987) | > loss_duration: 1.7963378429412842 (1.8499842882156372) | > loss_1: 31.987003326416016 (29.543314456939697) --> EVAL PERFORMANCE | > avg_loader_time: 0.3271239399909973 (-0.00832456350326538) | > avg_loss_disc: 2.2593932151794434 (-0.046716272830963135) | > avg_loss_disc_real_0: 0.12224543280899525 (-0.052601827308535576) | > avg_loss_disc_real_1: 0.1834847256541252 (-0.034547097980976105) | > avg_loss_disc_real_2: 0.25269026681780815 (+0.06852713972330093) | > avg_loss_disc_real_3: 0.25263838842511177 (+0.04840543121099472) | > avg_loss_disc_real_4: 0.26317789405584335 (-0.006585650146007538) | > avg_loss_disc_real_5: 0.19575051218271255 (-0.030173122882843018) | > avg_loss_0: 2.2593932151794434 (-0.046716272830963135) | > avg_loss_gen: 2.8741825222969055 (+0.05173814296722412) | > avg_loss_kl: 2.163682460784912 (+0.06889379024505615) | > avg_loss_feat: 8.69324541091919 (+0.4392200708389282) | > avg_loss_mel: 13.962219953536987 (+0.653916597366333) | > avg_loss_duration: 1.8499842882156372 (-0.01049351692199707) | > avg_loss_1: 29.543314456939697 (+1.203275203704834)  > EPOCH: 528/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 11:01:55)   --> TIME: 2025-05-12 11:02:29 -- STEP: 37/725 -- GLOBAL_STEP: 428700 | > loss_disc: 2.270402193069458 (2.230876535982699) | > loss_disc_real_0: 0.18892121315002441 (0.1462990190531757) | > loss_disc_real_1: 0.1627393364906311 (0.19207264644068642) | > loss_disc_real_2: 0.18737299740314484 (0.19309763731183233) | > loss_disc_real_3: 0.19227543473243713 (0.20403876296571782) | > loss_disc_real_4: 0.20491716265678406 (0.1961744399489583) | > loss_disc_real_5: 0.19424749910831451 (0.2085360586643219) | > loss_0: 2.270402193069458 (2.230876535982699) | > grad_norm_0: tensor(15.2253, device='cuda:0') (tensor(24.0843, device='cuda:0')) | > loss_gen: 2.5688929557800293 (2.7480998876932503) | > loss_kl: 1.5871944427490234 (1.7352520936244242) | > loss_feat: 7.9919352531433105 (8.046628346314302) | > loss_mel: 11.622587203979492 (12.761354936135781) | > loss_duration: 1.6571991443634033 (1.6584884508236035) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.427810668945312 (26.94982404966612) | > grad_norm_1: tensor(327.1513, device='cuda:0') (tensor(376.8879, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8779 (0.8656870803317508) | > loader_time: 0.0105 (0.010660029746390678)  --> TIME: 2025-05-12 11:03:13 -- STEP: 87/725 -- GLOBAL_STEP: 428750 | > loss_disc: 2.156350612640381 (2.2122310687755706) | > loss_disc_real_0: 0.12572965025901794 (0.13959563574914285) | > loss_disc_real_1: 0.2116931676864624 (0.19027736149300103) | > loss_disc_real_2: 0.18250241875648499 (0.19020967545180484) | > loss_disc_real_3: 0.20133863389492035 (0.2034493283978824) | > loss_disc_real_4: 0.20022614300251007 (0.19564742346604666) | > loss_disc_real_5: 0.197807177901268 (0.20939235029549436) | > loss_0: 2.156350612640381 (2.2122310687755706) | > grad_norm_0: tensor(27.8903, device='cuda:0') (tensor(21.0591, device='cuda:0')) | > loss_gen: 2.800621509552002 (2.744758699132107) | > loss_kl: 1.7452783584594727 (1.7200257572634468) | > loss_feat: 8.405105590820312 (8.177433556523809) | > loss_mel: 13.218856811523438 (12.841592591384357) | > loss_duration: 1.6362992525100708 (1.6583419312005756) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.80615997314453 (27.142152698560693) | > grad_norm_1: tensor(481.7202, device='cuda:0') (tensor(336.3073, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8369 (0.8657675830797217) | > loader_time: 0.0097 (0.010422314720592279)  --> TIME: 2025-05-12 11:03:58 -- STEP: 137/725 -- GLOBAL_STEP: 428800 | > loss_disc: 2.144167900085449 (2.1985418970567467) | > loss_disc_real_0: 0.13924090564250946 (0.13751074405264685) | > loss_disc_real_1: 0.20919480919837952 (0.18960104404139694) | > loss_disc_real_2: 0.17562204599380493 (0.18828654006449846) | > loss_disc_real_3: 0.20518651604652405 (0.20344337114017375) | > loss_disc_real_4: 0.1861419379711151 (0.19437341903247973) | > loss_disc_real_5: 0.17403259873390198 (0.20782117665249067) | > loss_0: 2.144167900085449 (2.1985418970567467) | > grad_norm_0: tensor(20.6657, device='cuda:0') (tensor(20.9435, device='cuda:0')) | > loss_gen: 2.7685375213623047 (2.762377756355452) | > loss_kl: 1.783288598060608 (1.708815509385436) | > loss_feat: 8.349892616271973 (8.27695868833221) | > loss_mel: 12.114130973815918 (12.826395132245805) | > loss_duration: 1.6418168544769287 (1.6590834168622093) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.65766716003418 (27.233630646754357) | > grad_norm_1: tensor(493.7408, device='cuda:0') (tensor(347.4483, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8366 (0.8673286037723513) | > loader_time: 0.01 (0.010384982519776282)  --> TIME: 2025-05-12 11:04:43 -- STEP: 187/725 -- GLOBAL_STEP: 428850 | > loss_disc: 2.2798871994018555 (2.198809874886496) | > loss_disc_real_0: 0.14264771342277527 (0.1370502443396472) | > loss_disc_real_1: 0.1982804238796234 (0.1901556512410628) | > loss_disc_real_2: 0.2011847347021103 (0.18828990139107024) | > loss_disc_real_3: 0.24050334095954895 (0.20378129112529245) | > loss_disc_real_4: 0.19905588030815125 (0.1936319350080694) | > loss_disc_real_5: 0.21482867002487183 (0.2084078575997429) | > loss_0: 2.2798871994018555 (2.198809874886496) | > grad_norm_0: tensor(14.6735, device='cuda:0') (tensor(21.5128, device='cuda:0')) | > loss_gen: 2.529578447341919 (2.760352640865958) | > loss_kl: 1.7831966876983643 (1.7126094141108468) | > loss_feat: 7.176233768463135 (8.259845799940795) | > loss_mel: 11.28071117401123 (12.763361930847163) | > loss_duration: 1.665131688117981 (1.6606847519543082) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.43485450744629 (27.156854639716325) | > grad_norm_1: tensor(370.9354, device='cuda:0') (tensor(356.5832, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8838 (0.8709163053787966) | > loader_time: 0.0123 (0.010419502615291168)  --> TIME: 2025-05-12 11:05:27 -- STEP: 237/725 -- GLOBAL_STEP: 428900 | > loss_disc: 2.1219735145568848 (2.199816930646133) | > loss_disc_real_0: 0.12022746354341507 (0.1368291652781048) | > loss_disc_real_1: 0.20782357454299927 (0.19007816175116768) | > loss_disc_real_2: 0.1921166181564331 (0.18839363929843103) | > loss_disc_real_3: 0.19664256274700165 (0.2038948991127658) | > loss_disc_real_4: 0.20999790728092194 (0.19391915497649068) | > loss_disc_real_5: 0.21805748343467712 (0.2086629216806798) | > loss_0: 2.1219735145568848 (2.199816930646133) | > grad_norm_0: tensor(14.8126, device='cuda:0') (tensor(21.0195, device='cuda:0')) | > loss_gen: 2.8717055320739746 (2.764048663875725) | > loss_kl: 1.835314154624939 (1.7129307940036436) | > loss_feat: 8.311073303222656 (8.270293342413279) | > loss_mel: 13.168137550354004 (12.802120321410614) | > loss_duration: 1.638175368309021 (1.6602640740479095) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.82440757751465 (27.209657298864695) | > grad_norm_1: tensor(325.0172, device='cuda:0') (tensor(346.2691, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8264 (0.8702245835010513) | > loader_time: 0.0103 (0.010397496605724222)  --> TIME: 2025-05-12 11:06:10 -- STEP: 287/725 -- GLOBAL_STEP: 428950 | > loss_disc: 2.257471799850464 (2.2018379504672323) | > loss_disc_real_0: 0.13350200653076172 (0.13681425587744667) | > loss_disc_real_1: 0.21463605761528015 (0.19008879451801552) | > loss_disc_real_2: 0.19784612953662872 (0.18821731069569805) | > loss_disc_real_3: 0.18016046285629272 (0.2043247508462713) | > loss_disc_real_4: 0.19660355150699615 (0.19410135023269914) | > loss_disc_real_5: 0.15811020135879517 (0.20872837408909814) | > loss_0: 2.257471799850464 (2.2018379504672323) | > grad_norm_0: tensor(25.8193, device='cuda:0') (tensor(21.3053, device='cuda:0')) | > loss_gen: 2.563415050506592 (2.7611107859461974) | > loss_kl: 1.6889197826385498 (1.713619215563199) | > loss_feat: 7.257861137390137 (8.243206512637254) | > loss_mel: 11.608416557312012 (12.790033543151427) | > loss_duration: 1.6675856113433838 (1.6599933274531615) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.78619956970215 (27.167963486515273) | > grad_norm_1: tensor(502.9124, device='cuda:0') (tensor(352.2841, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8187 (0.8678353837973565) | > loader_time: 0.01 (0.010381151990192692)  --> TIME: 2025-05-12 11:06:54 -- STEP: 337/725 -- GLOBAL_STEP: 429000 | > loss_disc: 1.9463473558425903 (2.201823353767396) | > loss_disc_real_0: 0.07839640974998474 (0.13703079081695935) | > loss_disc_real_1: 0.18112556636333466 (0.18972466536728494) | > loss_disc_real_2: 0.14723648130893707 (0.18812204817812953) | > loss_disc_real_3: 0.1735190749168396 (0.20428008071039128) | > loss_disc_real_4: 0.1572498083114624 (0.19422883069479846) | > loss_disc_real_5: 0.18011248111724854 (0.20857548810961693) | > loss_0: 1.9463473558425903 (2.201823353767396) | > grad_norm_0: tensor(34.3993, device='cuda:0') (tensor(21.7446, device='cuda:0')) | > loss_gen: 3.0449295043945312 (2.7641819230880507) | > loss_kl: 1.8695350885391235 (1.7145613598186824) | > loss_feat: 10.452899932861328 (8.262315975098655) | > loss_mel: 14.979012489318848 (12.792031964491667) | > loss_duration: 1.6357005834579468 (1.6594539802930475) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.982078552246094 (27.192545288040666) | > grad_norm_1: tensor(577.4252, device='cuda:0') (tensor(359.0497, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.9132 (0.8678872167887249) | > loader_time: 0.013 (0.010362105836500397) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_429000.pth  --> TIME: 2025-05-12 11:07:41 -- STEP: 387/725 -- GLOBAL_STEP: 429050 | > loss_disc: 2.265089988708496 (2.200361885457692) | > loss_disc_real_0: 0.1186508983373642 (0.13677328430327937) | > loss_disc_real_1: 0.22098520398139954 (0.1895620028177897) | > loss_disc_real_2: 0.1857055127620697 (0.18809593301410835) | > loss_disc_real_3: 0.1807536482810974 (0.2042533285165018) | > loss_disc_real_4: 0.17784446477890015 (0.19381253598426348) | > loss_disc_real_5: 0.21517962217330933 (0.20891037175205635) | > loss_0: 2.265089988708496 (2.200361885457692) | > grad_norm_0: tensor(13.5680, device='cuda:0') (tensor(21.6153, device='cuda:0')) | > loss_gen: 2.642441987991333 (2.766330412191939) | > loss_kl: 1.698119878768921 (1.7163655899599852) | > loss_feat: 7.696306228637695 (8.285953710245538) | > loss_mel: 12.303614616394043 (12.823295502083553) | > loss_duration: 1.7245917320251465 (1.6593388704058427) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.065074920654297 (27.25128416312758) | > grad_norm_1: tensor(370.1397, device='cuda:0') (tensor(356.8291, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8757 (0.8675511542524786) | > loader_time: 0.0108 (0.010402099722731635)  --> TIME: 2025-05-12 11:08:25 -- STEP: 437/725 -- GLOBAL_STEP: 429100 | > loss_disc: 2.259864330291748 (2.1987377323329578) | > loss_disc_real_0: 0.15246917307376862 (0.13615959722471987) | > loss_disc_real_1: 0.16044579446315765 (0.1896175283179949) | > loss_disc_real_2: 0.1955600529909134 (0.18801235801431634) | > loss_disc_real_3: 0.20093132555484772 (0.20452655691576768) | > loss_disc_real_4: 0.2179499715566635 (0.1936530652594511) | > loss_disc_real_5: 0.23615992069244385 (0.20881288080930163) | > loss_0: 2.259864330291748 (2.1987377323329578) | > grad_norm_0: tensor(23.9965, device='cuda:0') (tensor(21.6298, device='cuda:0')) | > loss_gen: 2.7991716861724854 (2.7708981599087585) | > loss_kl: 1.7425071001052856 (1.7162016371022102) | > loss_feat: 7.92926025390625 (8.312403169322064) | > loss_mel: 12.228389739990234 (12.844742163913473) | > loss_duration: 1.6250202655792236 (1.6590985938122398) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.324350357055664 (27.30334380125836) | > grad_norm_1: tensor(209.7587, device='cuda:0') (tensor(360.3002, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.9039 (0.866607890249117) | > loader_time: 0.0108 (0.01040041583080859)  --> TIME: 2025-05-12 11:09:08 -- STEP: 487/725 -- GLOBAL_STEP: 429150 | > loss_disc: 2.29953670501709 (2.2007841826464363) | > loss_disc_real_0: 0.17126630246639252 (0.13620554392648657) | > loss_disc_real_1: 0.1835746467113495 (0.18983438861933088) | > loss_disc_real_2: 0.20083852112293243 (0.18830389396365918) | > loss_disc_real_3: 0.19377094507217407 (0.20466040209455902) | > loss_disc_real_4: 0.1984097957611084 (0.1937640404493167) | > loss_disc_real_5: 0.2239944189786911 (0.20870523925801812) | > loss_0: 2.29953670501709 (2.2007841826464363) | > grad_norm_0: tensor(24.5680, device='cuda:0') (tensor(21.7669, device='cuda:0')) | > loss_gen: 2.664431571960449 (2.76804904869205) | > loss_kl: 1.470992922782898 (1.714567876204818) | > loss_feat: 7.704907417297363 (8.29416771640033) | > loss_mel: 12.001117706298828 (12.834989105161945) | > loss_duration: 1.6322190761566162 (1.6594504854762333) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.473669052124023 (27.27122429019372) | > grad_norm_1: tensor(361.4569, device='cuda:0') (tensor(360.5952, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8168 (0.8662267729976584) | > loader_time: 0.0094 (0.01036242146266804)  --> TIME: 2025-05-12 11:09:53 -- STEP: 537/725 -- GLOBAL_STEP: 429200 | > loss_disc: 2.1615753173828125 (2.1979795325845757) | > loss_disc_real_0: 0.11231548339128494 (0.13560087583417982) | > loss_disc_real_1: 0.1914893090724945 (0.18967716207162405) | > loss_disc_real_2: 0.15977907180786133 (0.18800663656695604) | > loss_disc_real_3: 0.25695502758026123 (0.20471436442942592) | > loss_disc_real_4: 0.17893880605697632 (0.1936485095286058) | > loss_disc_real_5: 0.2253037840127945 (0.20881430327448328) | > loss_0: 2.1615753173828125 (2.1979795325845757) | > grad_norm_0: tensor(16.7372, device='cuda:0') (tensor(21.6477, device='cuda:0')) | > loss_gen: 2.814330816268921 (2.770545920402201) | > loss_kl: 1.6393718719482422 (1.7157126079058516) | > loss_feat: 8.876218795776367 (8.308356622521877) | > loss_mel: 13.618213653564453 (12.853474510448606) | > loss_duration: 1.6738609075546265 (1.659928754721274) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.62199592590332 (27.308018465947836) | > grad_norm_1: tensor(347.4224, device='cuda:0') (tensor(362.5169, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8749 (0.8666699012564547) | > loader_time: 0.0097 (0.010331096595892025)  --> TIME: 2025-05-12 11:10:37 -- STEP: 587/725 -- GLOBAL_STEP: 429250 | > loss_disc: 2.3233602046966553 (2.1978921364275723) | > loss_disc_real_0: 0.12851551175117493 (0.13562194256705346) | > loss_disc_real_1: 0.21160878241062164 (0.18975406420596416) | > loss_disc_real_2: 0.1847577542066574 (0.18796979035591965) | > loss_disc_real_3: 0.23169958591461182 (0.20451768004102236) | > loss_disc_real_4: 0.24512240290641785 (0.19353308215153486) | > loss_disc_real_5: 0.21635796129703522 (0.20885255412409615) | > loss_0: 2.3233602046966553 (2.1978921364275723) | > grad_norm_0: tensor(36.9269, device='cuda:0') (tensor(21.6131, device='cuda:0')) | > loss_gen: 2.7051472663879395 (2.7703540183007216) | > loss_kl: 1.5217573642730713 (1.7164296078316397) | > loss_feat: 7.956087589263916 (8.306969851407729) | > loss_mel: 12.455973625183105 (12.83665724791701) | > loss_duration: 1.64665949344635 (1.6595057643048803) | > amp_scaler: 512.0 (260.36115843270863) | > loss_1: 26.285625457763672 (27.289916521036638) | > grad_norm_1: tensor(563.5536, device='cuda:0') (tensor(363.5428, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8753 (0.8665910384520963) | > loader_time: 0.0108 (0.010331357764222955)  --> TIME: 2025-05-12 11:11:21 -- STEP: 637/725 -- GLOBAL_STEP: 429300 | > loss_disc: 2.254606008529663 (2.197239232213007) | > loss_disc_real_0: 0.18447090685367584 (0.13567212583084856) | > loss_disc_real_1: 0.19840437173843384 (0.1897226076578981) | > loss_disc_real_2: 0.19213813543319702 (0.1879563963675237) | > loss_disc_real_3: 0.22624048590660095 (0.20456856557020395) | > loss_disc_real_4: 0.1829320341348648 (0.19344952290810452) | > loss_disc_real_5: 0.24522249400615692 (0.20849242930416034) | > loss_0: 2.254606008529663 (2.197239232213007) | > grad_norm_0: tensor(34.7163, device='cuda:0') (tensor(21.9404, device='cuda:0')) | > loss_gen: 2.6948463916778564 (2.7724032364610225) | > loss_kl: 1.7119611501693726 (1.7144122477416153) | > loss_feat: 7.6498942375183105 (8.315626989541283) | > loss_mel: 11.973443031311035 (12.843899211853609) | > loss_duration: 1.6339313983917236 (1.6594342816755574) | > amp_scaler: 512.0 (280.1130298273156) | > loss_1: 25.664077758789062 (27.305775994221488) | > grad_norm_1: tensor(438.5726, device='cuda:0') (tensor(365.2526, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8493 (0.8662168564190107) | > loader_time: 0.0107 (0.010337424240830926)  --> TIME: 2025-05-12 11:12:04 -- STEP: 687/725 -- GLOBAL_STEP: 429350 | > loss_disc: 2.281574249267578 (2.197446794489066) | > loss_disc_real_0: 0.21867585182189941 (0.13597201587418115) | > loss_disc_real_1: 0.2122647911310196 (0.18966484781262483) | > loss_disc_real_2: 0.19715946912765503 (0.1879192410468015) | > loss_disc_real_3: 0.20729514956474304 (0.2044483951389182) | > loss_disc_real_4: 0.19371551275253296 (0.19366532765882) | > loss_disc_real_5: 0.19309957325458527 (0.20840853253132738) | > loss_0: 2.281574249267578 (2.197446794489066) | > grad_norm_0: tensor(29.8021, device='cuda:0') (tensor(22.1462, device='cuda:0')) | > loss_gen: 2.711488962173462 (2.7734264595192775) | > loss_kl: 1.5902544260025024 (1.7144652707434465) | > loss_feat: 7.657433032989502 (8.310564155661895) | > loss_mel: 11.50293254852295 (12.837857723930176) | > loss_duration: 1.667283296585083 (1.6594327375878413) | > amp_scaler: 256.0 (292.51819505094596) | > loss_1: 25.129392623901367 (27.295746366009435) | > grad_norm_1: tensor(104.4750, device='cuda:0') (tensor(366.9776, device='cuda:0')) | > current_lr_0: 0.0001872254004875851 | > current_lr_1: 0.0001872254004875851 | > step_time: 0.8876 (0.8654460754283476) | > loader_time: 0.0101 (0.010339009536232317)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.324721574783325 (2.324721574783325) | > loss_disc_real_0: 0.1353549063205719 (0.1353549063205719) | > loss_disc_real_1: 0.22134444117546082 (0.22134444117546082) | > loss_disc_real_2: 0.2190432995557785 (0.2190432995557785) | > loss_disc_real_3: 0.18963176012039185 (0.18963176012039185) | > loss_disc_real_4: 0.23582366108894348 (0.23582366108894348) | > loss_disc_real_5: 0.25822433829307556 (0.25822433829307556) | > loss_0: 2.324721574783325 (2.324721574783325) | > loss_gen: 2.5612990856170654 (2.5612990856170654) | > loss_kl: 2.2022790908813477 (2.2022790908813477) | > loss_feat: 7.913202285766602 (7.913202285766602) | > loss_mel: 13.436912536621094 (13.436912536621094) | > loss_duration: 1.727761149406433 (1.727761149406433) | > loss_1: 27.841453552246094 (27.841453552246094)  --> STEP: 1 | > loss_disc: 2.2598719596862793 (2.2598719596862793) | > loss_disc_real_0: 0.1271834373474121 (0.1271834373474121) | > loss_disc_real_1: 0.203720360994339 (0.203720360994339) | > loss_disc_real_2: 0.2041482776403427 (0.2041482776403427) | > loss_disc_real_3: 0.19473497569561005 (0.19473497569561005) | > loss_disc_real_4: 0.22284938395023346 (0.22284938395023346) | > loss_disc_real_5: 0.2293972671031952 (0.2293972671031952) | > loss_0: 2.2598719596862793 (2.2598719596862793) | > loss_gen: 2.5958962440490723 (2.5958962440490723) | > loss_kl: 2.191572904586792 (2.191572904586792) | > loss_feat: 8.113877296447754 (8.113877296447754) | > loss_mel: 13.215083122253418 (13.215083122253418) | > loss_duration: 1.853426456451416 (1.853426456451416) | > loss_1: 27.96985626220703 (27.96985626220703)  --> STEP: 2 | > loss_disc: 2.2526140213012695 (2.2562429904937744) | > loss_disc_real_0: 0.14183971285820007 (0.1345115751028061) | > loss_disc_real_1: 0.2155996412038803 (0.20966000109910965) | > loss_disc_real_2: 0.19211390614509583 (0.19813109189271927) | > loss_disc_real_3: 0.20391717553138733 (0.1993260756134987) | > loss_disc_real_4: 0.24634002149105072 (0.2345947027206421) | > loss_disc_real_5: 0.23456886410713196 (0.23198306560516357) | > loss_0: 2.2526140213012695 (2.2562429904937744) | > loss_gen: 2.6875154972076416 (2.641705870628357) | > loss_kl: 2.104116678237915 (2.1478447914123535) | > loss_feat: 7.732943058013916 (7.923410177230835) | > loss_mel: 13.710367202758789 (13.462725162506104) | > loss_duration: 1.8869171142578125 (1.8701717853546143) | > loss_1: 28.12186050415039 (28.04585838317871)  --> STEP: 3 | > loss_disc: 2.3383941650390625 (2.2836267153422036) | > loss_disc_real_0: 0.138353168964386 (0.1357921063899994) | > loss_disc_real_1: 0.21464119851589203 (0.2113204002380371) | > loss_disc_real_2: 0.21336881816387177 (0.20321033398310342) | > loss_disc_real_3: 0.20943526923656464 (0.20269580682118735) | > loss_disc_real_4: 0.226815864443779 (0.2320017566283544) | > loss_disc_real_5: 0.24142898619174957 (0.23513170580069223) | > loss_0: 2.3383941650390625 (2.2836267153422036) | > loss_gen: 2.4910449981689453 (2.591485579808553) | > loss_kl: 2.022887945175171 (2.1061925093332925) | > loss_feat: 6.948404788970947 (7.598408381144206) | > loss_mel: 11.722983360290527 (12.882811228434244) | > loss_duration: 1.8479832410812378 (1.8627756039301555) | > loss_1: 25.033302307128906 (27.04167302449544)  --> STEP: 4 | > loss_disc: 2.2931857109069824 (2.2860164642333984) | > loss_disc_real_0: 0.13835300505161285 (0.13643233105540276) | > loss_disc_real_1: 0.23386074602603912 (0.2169554866850376) | > loss_disc_real_2: 0.20553728938102722 (0.20379207283258438) | > loss_disc_real_3: 0.20290109515190125 (0.20274712890386581) | > loss_disc_real_4: 0.2175983041524887 (0.22840089350938797) | > loss_disc_real_5: 0.2621757388114929 (0.2418927140533924) | > loss_0: 2.2931857109069824 (2.2860164642333984) | > loss_gen: 2.627816677093506 (2.6005683541297913) | > loss_kl: 1.980371356010437 (2.0747372210025787) | > loss_feat: 7.18208122253418 (7.494326591491699) | > loss_mel: 12.335338592529297 (12.745943069458008) | > loss_duration: 1.78200101852417 (1.842581957578659) | > loss_1: 25.907609939575195 (26.75815725326538) --> EVAL PERFORMANCE | > avg_loader_time: 0.3252026438713074 (-0.0019212961196899414) | > avg_loss_disc: 2.2860164642333984 (+0.026623249053955078) | > avg_loss_disc_real_0: 0.13643233105540276 (+0.014186898246407509) | > avg_loss_disc_real_1: 0.2169554866850376 (+0.0334707610309124) | > avg_loss_disc_real_2: 0.20379207283258438 (-0.04889819398522377) | > avg_loss_disc_real_3: 0.20274712890386581 (-0.049891259521245956) | > avg_loss_disc_real_4: 0.22840089350938797 (-0.03477700054645538) | > avg_loss_disc_real_5: 0.2418927140533924 (+0.046142201870679855) | > avg_loss_0: 2.2860164642333984 (+0.026623249053955078) | > avg_loss_gen: 2.6005683541297913 (-0.27361416816711426) | > avg_loss_kl: 2.0747372210025787 (-0.08894523978233337) | > avg_loss_feat: 7.494326591491699 (-1.1989188194274902) | > avg_loss_mel: 12.745943069458008 (-1.2162768840789795) | > avg_loss_duration: 1.842581957578659 (-0.007402330636978149) | > avg_loss_1: 26.75815725326538 (-2.7851572036743164)  > EPOCH: 529/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 11:12:44)   --> TIME: 2025-05-12 11:12:57 -- STEP: 12/725 -- GLOBAL_STEP: 429400 | > loss_disc: 2.28875732421875 (2.2050810853640237) | > loss_disc_real_0: 0.16639824211597443 (0.13643341573576132) | > loss_disc_real_1: 0.21038678288459778 (0.1933202731112639) | > loss_disc_real_2: 0.2011396437883377 (0.19153727342685065) | > loss_disc_real_3: 0.2300887256860733 (0.20607372000813484) | > loss_disc_real_4: 0.22639100253582 (0.1978122927248478) | > loss_disc_real_5: 0.19427019357681274 (0.20552725220719972) | > loss_0: 2.28875732421875 (2.2050810853640237) | > grad_norm_0: tensor(10.7436, device='cuda:0') (tensor(16.7282, device='cuda:0')) | > loss_gen: 2.592062473297119 (2.7554731170336404) | > loss_kl: 1.5381134748458862 (1.6938245097796123) | > loss_feat: 6.538942813873291 (8.148387471834818) | > loss_mel: 11.461277961730957 (13.048771460851034) | > loss_duration: 1.6938021183013916 (1.6553616126378377) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.82419776916504 (27.30181821187337) | > grad_norm_1: tensor(153.9194, device='cuda:0') (tensor(250.7481, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.861 (0.8493576844533285) | > loader_time: 0.0115 (0.011215468247731527)  --> TIME: 2025-05-12 11:13:42 -- STEP: 62/725 -- GLOBAL_STEP: 429450 | > loss_disc: 2.3106284141540527 (2.203487111676124) | > loss_disc_real_0: 0.11834724247455597 (0.13343199534762284) | > loss_disc_real_1: 0.21675775945186615 (0.19042193697344872) | > loss_disc_real_2: 0.1857924908399582 (0.19193981227374846) | > loss_disc_real_3: 0.1974995732307434 (0.20449423429466063) | > loss_disc_real_4: 0.18684573471546173 (0.19493918962055637) | > loss_disc_real_5: 0.2296724170446396 (0.2102018866327501) | > loss_0: 2.3106284141540527 (2.203487111676124) | > grad_norm_0: tensor(21.8961, device='cuda:0') (tensor(15.0573, device='cuda:0')) | > loss_gen: 2.556192636489868 (2.756756228785361) | > loss_kl: 1.672899603843689 (1.7054966072882376) | > loss_feat: 7.226931095123291 (8.276010997833747) | > loss_mel: 11.33663272857666 (12.920888885374993) | > loss_duration: 1.7072770595550537 (1.6553893704568186) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.49993324279785 (27.31454203205724) | > grad_norm_1: tensor(353.1518, device='cuda:0') (tensor(238.8403, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8493 (0.8774644982430243) | > loader_time: 0.0099 (0.010807014280749906)  --> TIME: 2025-05-12 11:14:26 -- STEP: 112/725 -- GLOBAL_STEP: 429500 | > loss_disc: 2.1500658988952637 (2.2046436646154945) | > loss_disc_real_0: 0.09067577868700027 (0.1324931247425931) | > loss_disc_real_1: 0.19397325813770294 (0.19113737251609564) | > loss_disc_real_2: 0.1648585945367813 (0.19049332556979998) | > loss_disc_real_3: 0.20598313212394714 (0.2050504061792578) | > loss_disc_real_4: 0.16382449865341187 (0.19568461578871518) | > loss_disc_real_5: 0.19246861338615417 (0.2105503865916814) | > loss_0: 2.1500658988952637 (2.2046436646154945) | > grad_norm_0: tensor(21.5876, device='cuda:0') (tensor(17.6080, device='cuda:0')) | > loss_gen: 2.8518059253692627 (2.7621187269687644) | > loss_kl: 1.5791877508163452 (1.710578637463706) | > loss_feat: 8.589835166931152 (8.279352707522266) | > loss_mel: 13.099616050720215 (12.95353286606925) | > loss_duration: 1.6390221118927002 (1.6583755889109202) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.75946807861328 (27.363958495003835) | > grad_norm_1: tensor(535.0988, device='cuda:0') (tensor(294.0341, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8598 (0.8734298944473267) | > loader_time: 0.0097 (0.010444183434758867)  --> TIME: 2025-05-12 11:15:10 -- STEP: 162/725 -- GLOBAL_STEP: 429550 | > loss_disc: 2.3471999168395996 (2.1966139659469515) | > loss_disc_real_0: 0.12107043713331223 (0.13319089764982098) | > loss_disc_real_1: 0.20906361937522888 (0.1902195963042754) | > loss_disc_real_2: 0.1828632354736328 (0.18894941534525073) | > loss_disc_real_3: 0.1917867660522461 (0.2047500018904239) | > loss_disc_real_4: 0.18934366106987 (0.19479810934007905) | > loss_disc_real_5: 0.22816747426986694 (0.20860816924660294) | > loss_0: 2.3471999168395996 (2.1966139659469515) | > grad_norm_0: tensor(12.6091, device='cuda:0') (tensor(19.0714, device='cuda:0')) | > loss_gen: 2.443831443786621 (2.773665339858443) | > loss_kl: 1.7554340362548828 (1.7187090714772542) | > loss_feat: 6.9998297691345215 (8.376291460461095) | > loss_mel: 11.466306686401367 (12.984596505577176) | > loss_duration: 1.6309161186218262 (1.6594143370051442) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.29631805419922 (27.51267672173771) | > grad_norm_1: tensor(257.7567, device='cuda:0') (tensor(319.7868, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8488 (0.870601804168136) | > loader_time: 0.0097 (0.010434729081613048)  --> TIME: 2025-05-12 11:15:54 -- STEP: 212/725 -- GLOBAL_STEP: 429600 | > loss_disc: 2.2920167446136475 (2.1951981113766728) | > loss_disc_real_0: 0.130327045917511 (0.13323520292650992) | > loss_disc_real_1: 0.16091907024383545 (0.19018378031422506) | > loss_disc_real_2: 0.20807777345180511 (0.18850611593082262) | > loss_disc_real_3: 0.24360772967338562 (0.20494089170165786) | > loss_disc_real_4: 0.1936623752117157 (0.19446963177255863) | > loss_disc_real_5: 0.20447999238967896 (0.208477276676106) | > loss_0: 2.2920167446136475 (2.1951981113766728) | > grad_norm_0: tensor(19.0920, device='cuda:0') (tensor(19.1707, device='cuda:0')) | > loss_gen: 2.495307207107544 (2.7700145795660176) | > loss_kl: 1.6158958673477173 (1.7239118426475886) | > loss_feat: 6.44531774520874 (8.366480714869962) | > loss_mel: 11.00672435760498 (12.941269496701794) | > loss_duration: 1.6875083446502686 (1.6595368267230268) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.25075340270996 (27.461213435766833) | > grad_norm_1: tensor(218.1611, device='cuda:0') (tensor(324.3983, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8526 (0.8704193346905258) | > loader_time: 0.0122 (0.010406103898894112)  --> TIME: 2025-05-12 11:16:38 -- STEP: 262/725 -- GLOBAL_STEP: 429650 | > loss_disc: 2.070910692214966 (2.190973786452344) | > loss_disc_real_0: 0.11400722712278366 (0.13288114362090597) | > loss_disc_real_1: 0.1853066235780716 (0.1903125771698151) | > loss_disc_real_2: 0.18640044331550598 (0.1876503324121919) | > loss_disc_real_3: 0.18697118759155273 (0.2043889681346544) | > loss_disc_real_4: 0.17089629173278809 (0.19390595749816822) | > loss_disc_real_5: 0.194715678691864 (0.20817072075286894) | > loss_0: 2.070910692214966 (2.190973786452344) | > grad_norm_0: tensor(27.9664, device='cuda:0') (tensor(19.4734, device='cuda:0')) | > loss_gen: 2.9268550872802734 (2.777730698803907) | > loss_kl: 1.7467365264892578 (1.726611394918602) | > loss_feat: 9.89059829711914 (8.418306423507588) | > loss_mel: 14.831233024597168 (13.003793104914305) | > loss_duration: 1.6594433784484863 (1.6599623697404644) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.05486488342285 (27.586403992339854) | > grad_norm_1: tensor(558.3730, device='cuda:0') (tensor(330.2429, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.9033 (0.8682410698810606) | > loader_time: 0.012 (0.010404818840609252)  --> TIME: 2025-05-12 11:17:22 -- STEP: 312/725 -- GLOBAL_STEP: 429700 | > loss_disc: 2.3192267417907715 (2.1949541962299586) | > loss_disc_real_0: 0.16112713515758514 (0.13389247732284734) | > loss_disc_real_1: 0.19039161503314972 (0.19049693395694098) | > loss_disc_real_2: 0.19302625954151154 (0.18833979997688383) | > loss_disc_real_3: 0.1831427365541458 (0.20456490465081656) | > loss_disc_real_4: 0.1968255341053009 (0.19432794369566136) | > loss_disc_real_5: 0.22874487936496735 (0.20822480502418983) | > loss_0: 2.3192267417907715 (2.1949541962299586) | > grad_norm_0: tensor(13.5680, device='cuda:0') (tensor(19.9359, device='cuda:0')) | > loss_gen: 2.6111793518066406 (2.775842869893098) | > loss_kl: 1.661030888557434 (1.7261328131724627) | > loss_feat: 6.768896102905273 (8.381939119253408) | > loss_mel: 11.377771377563477 (12.957910170921906) | > loss_duration: 1.6596636772155762 (1.6591380181220858) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.078540802001953 (27.500963003207477) | > grad_norm_1: tensor(216.1788, device='cuda:0') (tensor(335.3263, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.848 (0.8673024467932873) | > loader_time: 0.0101 (0.010354845951765014)  --> TIME: 2025-05-12 11:18:06 -- STEP: 362/725 -- GLOBAL_STEP: 429750 | > loss_disc: 2.142735242843628 (2.1953427090170625) | > loss_disc_real_0: 0.1253245323896408 (0.13385180628843055) | > loss_disc_real_1: 0.20724962651729584 (0.19026936150222845) | > loss_disc_real_2: 0.18697026371955872 (0.1884248959754712) | > loss_disc_real_3: 0.2102048546075821 (0.20458391037105855) | > loss_disc_real_4: 0.18273384869098663 (0.1947159608260044) | > loss_disc_real_5: 0.21556532382965088 (0.20789259297577717) | > loss_0: 2.142735242843628 (2.1953427090170625) | > grad_norm_0: tensor(16.7195, device='cuda:0') (tensor(20.4739, device='cuda:0')) | > loss_gen: 3.0224008560180664 (2.776332327015492) | > loss_kl: 1.8194650411605835 (1.7196052598031186) | > loss_feat: 9.014202117919922 (8.380325264693623) | > loss_mel: 13.438639640808105 (12.948894614014172) | > loss_duration: 1.6002225875854492 (1.658161952679987) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.89493179321289 (27.483319398447954) | > grad_norm_1: tensor(447.7939, device='cuda:0') (tensor(343.8293, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8579 (0.8670990565863762) | > loader_time: 0.0105 (0.010337224981402828)  --> TIME: 2025-05-12 11:18:49 -- STEP: 412/725 -- GLOBAL_STEP: 429800 | > loss_disc: 2.259829521179199 (2.196910842819121) | > loss_disc_real_0: 0.15196552872657776 (0.13402164005900458) | > loss_disc_real_1: 0.21656273305416107 (0.1903267725578789) | > loss_disc_real_2: 0.1981307715177536 (0.18857532193504492) | > loss_disc_real_3: 0.2255905717611313 (0.2046182606622432) | > loss_disc_real_4: 0.21883904933929443 (0.1946547067570455) | > loss_disc_real_5: 0.22335121035575867 (0.2080955840285542) | > loss_0: 2.259829521179199 (2.196910842819121) | > grad_norm_0: tensor(12.4382, device='cuda:0') (tensor(20.4049, device='cuda:0')) | > loss_gen: 2.727177619934082 (2.770472359888761) | > loss_kl: 1.7880446910858154 (1.717091342199196) | > loss_feat: 6.860485076904297 (8.337050707594873) | > loss_mel: 11.371086120605469 (12.903893827234652) | > loss_duration: 1.6539829969406128 (1.6587642856593268) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.400774002075195 (27.38727248756631) | > grad_norm_1: tensor(116.3311, device='cuda:0') (tensor(341.8089, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8869 (0.8666345806955134) | > loader_time: 0.0131 (0.010316410689678014)  --> TIME: 2025-05-12 11:19:33 -- STEP: 462/725 -- GLOBAL_STEP: 429850 | > loss_disc: 2.198164701461792 (2.1971425986909225) | > loss_disc_real_0: 0.16521531343460083 (0.13396089420819174) | > loss_disc_real_1: 0.17863811552524567 (0.19045907397677883) | > loss_disc_real_2: 0.19864493608474731 (0.18864329010893255) | > loss_disc_real_3: 0.2162071019411087 (0.2046897935467365) | > loss_disc_real_4: 0.16224223375320435 (0.19448459948296154) | > loss_disc_real_5: 0.2519167959690094 (0.20803957545396054) | > loss_0: 2.198164701461792 (2.1971425986909225) | > grad_norm_0: tensor(38.3702, device='cuda:0') (tensor(20.7916, device='cuda:0')) | > loss_gen: 2.883721351623535 (2.7721932677479524) | > loss_kl: 1.7181981801986694 (1.7183668966933245) | > loss_feat: 9.086085319519043 (8.337533638074811) | > loss_mel: 14.256062507629395 (12.902309776900646) | > loss_duration: 1.689183235168457 (1.6587052750381037) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.63324737548828 (27.389108839489165) | > grad_norm_1: tensor(548.1821, device='cuda:0') (tensor(349.5123, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.7978 (0.8658123950421552) | > loader_time: 0.0096 (0.010334617647773782)  --> TIME: 2025-05-12 11:20:17 -- STEP: 512/725 -- GLOBAL_STEP: 429900 | > loss_disc: 2.0495381355285645 (2.1953150404151516) | > loss_disc_real_0: 0.07839646935462952 (0.13351803513069171) | > loss_disc_real_1: 0.1580333262681961 (0.19032589581911447) | > loss_disc_real_2: 0.17886127531528473 (0.18859036135836504) | > loss_disc_real_3: 0.18950827419757843 (0.204598256474128) | > loss_disc_real_4: 0.15291936695575714 (0.19446080562192947) | > loss_disc_real_5: 0.18614532053470612 (0.2077693945611827) | > loss_0: 2.0495381355285645 (2.1953150404151516) | > grad_norm_0: tensor(27.1336, device='cuda:0') (tensor(21.2077, device='cuda:0')) | > loss_gen: 3.035270929336548 (2.77668058220297) | > loss_kl: 1.8196157217025757 (1.718516837572679) | > loss_feat: 9.536643981933594 (8.356634463183589) | > loss_mel: 13.881213188171387 (12.909885954111811) | > loss_duration: 1.6285591125488281 (1.6591445165686307) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.901302337646484 (27.42086236551404) | > grad_norm_1: tensor(537.8246, device='cuda:0') (tensor(357.2345, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.853 (0.8651989139616489) | > loader_time: 0.0103 (0.010292969644069677)  --> TIME: 2025-05-12 11:21:01 -- STEP: 562/725 -- GLOBAL_STEP: 429950 | > loss_disc: 2.009190320968628 (2.194137461669079) | > loss_disc_real_0: 0.1257435828447342 (0.13339090914700807) | > loss_disc_real_1: 0.17507250607013702 (0.19033251631196274) | > loss_disc_real_2: 0.16455717384815216 (0.18833238395507654) | > loss_disc_real_3: 0.2076965570449829 (0.20452466161649838) | > loss_disc_real_4: 0.2043473720550537 (0.19432497523009143) | > loss_disc_real_5: 0.23024453222751617 (0.20771216086751626) | > loss_0: 2.009190320968628 (2.194137461669079) | > grad_norm_0: tensor(14.3749, device='cuda:0') (tensor(21.4477, device='cuda:0')) | > loss_gen: 3.2164459228515625 (2.7779714929675707) | > loss_kl: 1.652710199356079 (1.7227120433413687) | > loss_feat: 9.486865043640137 (8.357647315463147) | > loss_mel: 13.887445449829102 (12.903348873518539) | > loss_duration: 1.621227741241455 (1.659034112594306) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.86469268798828 (27.42071385909654) | > grad_norm_1: tensor(228.4746, device='cuda:0') (tensor(363.1283, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8982 (0.8645990111225439) | > loader_time: 0.0098 (0.010280486103478708)  --> TIME: 2025-05-12 11:21:44 -- STEP: 612/725 -- GLOBAL_STEP: 430000 | > loss_disc: 2.3682451248168945 (2.1953852550656183) | > loss_disc_real_0: 0.15262603759765625 (0.13340960788765763) | > loss_disc_real_1: 0.19956427812576294 (0.19030559756884388) | > loss_disc_real_2: 0.21115252375602722 (0.1885314941454946) | > loss_disc_real_3: 0.21793626248836517 (0.2046586232004211) | > loss_disc_real_4: 0.23012027144432068 (0.1943977789259425) | > loss_disc_real_5: 0.21106694638729095 (0.20795427856881624) | > loss_0: 2.3682451248168945 (2.1953852550656183) | > grad_norm_0: tensor(23.8803, device='cuda:0') (tensor(21.4377, device='cuda:0')) | > loss_gen: 2.5405471324920654 (2.775238567707586) | > loss_kl: 1.6239004135131836 (1.7209114241444208) | > loss_feat: 7.43889045715332 (8.346471247330216) | > loss_mel: 12.067368507385254 (12.894909173055416) | > loss_duration: 1.5869464874267578 (1.6583328219800217) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.257652282714844 (27.395863252527562) | > grad_norm_1: tensor(366.0151, device='cuda:0') (tensor(365.6301, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8203 (0.8644640745680316) | > loader_time: 0.009 (0.010283539887347254) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_430000.pth  --> TIME: 2025-05-12 11:22:31 -- STEP: 662/725 -- GLOBAL_STEP: 430050 | > loss_disc: 2.241725444793701 (2.197483126850646) | > loss_disc_real_0: 0.10983961075544357 (0.13386876527726468) | > loss_disc_real_1: 0.1950574666261673 (0.19038125377407247) | > loss_disc_real_2: 0.19409483671188354 (0.18873517832006928) | > loss_disc_real_3: 0.22897544503211975 (0.20470693498129558) | > loss_disc_real_4: 0.22967016696929932 (0.1943719283961818) | > loss_disc_real_5: 0.1924157440662384 (0.20808649454772285) | > loss_0: 2.241725444793701 (2.197483126850646) | > grad_norm_0: tensor(10.0542, device='cuda:0') (tensor(21.5050, device='cuda:0')) | > loss_gen: 2.8848042488098145 (2.772682814079468) | > loss_kl: 1.737125039100647 (1.7225650730810136) | > loss_feat: 8.082751274108887 (8.328787917456964) | > loss_mel: 13.264690399169922 (12.882319618928113) | > loss_duration: 1.6712665557861328 (1.6588329071364738) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.64063835144043 (27.36518836525631) | > grad_norm_1: tensor(266.4120, device='cuda:0') (tensor(365.2007, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8935 (0.8638396061439169) | > loader_time: 0.0101 (0.01025857990241843)  --> TIME: 2025-05-12 11:23:15 -- STEP: 712/725 -- GLOBAL_STEP: 430100 | > loss_disc: 2.0924229621887207 (2.19844822669297) | > loss_disc_real_0: 0.09697342664003372 (0.13398998219184996) | > loss_disc_real_1: 0.18034395575523376 (0.19042688380047842) | > loss_disc_real_2: 0.2031189203262329 (0.1888875524105315) | > loss_disc_real_3: 0.20930561423301697 (0.2046506434176744) | > loss_disc_real_4: 0.16412557661533356 (0.1944634444760473) | > loss_disc_real_5: 0.20777608454227448 (0.20820249083420525) | > loss_0: 2.0924229621887207 (2.19844822669297) | > grad_norm_0: tensor(16.6124, device='cuda:0') (tensor(21.4434, device='cuda:0')) | > loss_gen: 2.8005666732788086 (2.7720472631829494) | > loss_kl: 1.8476462364196777 (1.7214598818106597) | > loss_feat: 9.069476127624512 (8.325171214141207) | > loss_mel: 13.922727584838867 (12.883347588978461) | > loss_duration: 1.6499764919281006 (1.6586413155780753) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.29039192199707 (27.36066729031251) | > grad_norm_1: tensor(420.5880, device='cuda:0') (tensor(362.9035, device='cuda:0')) | > current_lr_0: 0.00018720199731252416 | > current_lr_1: 0.00018720199731252416 | > step_time: 0.8216 (0.8636994348483139) | > loader_time: 0.0098 (0.010228238413842874)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.32761549949646 (2.32761549949646) | > loss_disc_real_0: 0.11494921147823334 (0.11494921147823334) | > loss_disc_real_1: 0.16771039366722107 (0.16771039366722107) | > loss_disc_real_2: 0.17270994186401367 (0.17270994186401367) | > loss_disc_real_3: 0.2936627268791199 (0.2936627268791199) | > loss_disc_real_4: 0.30903905630111694 (0.30903905630111694) | > loss_disc_real_5: 0.2282286137342453 (0.2282286137342453) | > loss_0: 2.32761549949646 (2.32761549949646) | > loss_gen: 2.6779744625091553 (2.6779744625091553) | > loss_kl: 2.2932560443878174 (2.2932560443878174) | > loss_feat: 7.854732990264893 (7.854732990264893) | > loss_mel: 13.315189361572266 (13.315189361572266) | > loss_duration: 1.7472021579742432 (1.7472021579742432) | > loss_1: 27.888355255126953 (27.888355255126953)  --> STEP: 1 | > loss_disc: 2.4042515754699707 (2.4042515754699707) | > loss_disc_real_0: 0.11429096758365631 (0.11429096758365631) | > loss_disc_real_1: 0.17468217015266418 (0.17468217015266418) | > loss_disc_real_2: 0.19894205033779144 (0.19894205033779144) | > loss_disc_real_3: 0.2950097918510437 (0.2950097918510437) | > loss_disc_real_4: 0.3012298047542572 (0.3012298047542572) | > loss_disc_real_5: 0.23650069534778595 (0.23650069534778595) | > loss_0: 2.4042515754699707 (2.4042515754699707) | > loss_gen: 2.619457244873047 (2.619457244873047) | > loss_kl: 2.1586694717407227 (2.1586694717407227) | > loss_feat: 7.674248695373535 (7.674248695373535) | > loss_mel: 13.497385025024414 (13.497385025024414) | > loss_duration: 1.902794599533081 (1.902794599533081) | > loss_1: 27.852554321289062 (27.852554321289062)  --> STEP: 2 | > loss_disc: 2.248408079147339 (2.326329827308655) | > loss_disc_real_0: 0.1154569461941719 (0.11487395688891411) | > loss_disc_real_1: 0.16187410056591034 (0.16827813535928726) | > loss_disc_real_2: 0.18482135236263275 (0.1918817013502121) | > loss_disc_real_3: 0.2865567207336426 (0.29078325629234314) | > loss_disc_real_4: 0.2872726321220398 (0.2942512184381485) | > loss_disc_real_5: 0.2220708727836609 (0.22928578406572342) | > loss_0: 2.248408079147339 (2.326329827308655) | > loss_gen: 2.796809673309326 (2.7081334590911865) | > loss_kl: 2.092951774597168 (2.1258106231689453) | > loss_feat: 7.92867374420166 (7.801461219787598) | > loss_mel: 13.977673530578613 (13.737529277801514) | > loss_duration: 1.9009743928909302 (1.9018844962120056) | > loss_1: 28.69708251953125 (28.274818420410156)  --> STEP: 3 | > loss_disc: 2.333014488220215 (2.3285580476125083) | > loss_disc_real_0: 0.12558548152446747 (0.11844446510076523) | > loss_disc_real_1: 0.17783240973949432 (0.17146289348602295) | > loss_disc_real_2: 0.18718382716178894 (0.1903157432874044) | > loss_disc_real_3: 0.2766076922416687 (0.28605806827545166) | > loss_disc_real_4: 0.28225216269493103 (0.29025153319040936) | > loss_disc_real_5: 0.22445441782474518 (0.227675328652064) | > loss_0: 2.333014488220215 (2.3285580476125083) | > loss_gen: 2.6522319316864014 (2.689499616622925) | > loss_kl: 2.301975965499878 (2.184532403945923) | > loss_feat: 8.010403633117676 (7.871108690897624) | > loss_mel: 12.644036293029785 (13.373031616210938) | > loss_duration: 1.85869562625885 (1.8874882062276204) | > loss_1: 27.467344284057617 (28.00566037495931)  --> STEP: 4 | > loss_disc: 2.2963881492614746 (2.3205155730247498) | > loss_disc_real_0: 0.1117023453116417 (0.11675893515348434) | > loss_disc_real_1: 0.18338945508003235 (0.1744445338845253) | > loss_disc_real_2: 0.17684294283390045 (0.1869475431740284) | > loss_disc_real_3: 0.29018718004226685 (0.28709034621715546) | > loss_disc_real_4: 0.29121148586273193 (0.29049152135849) | > loss_disc_real_5: 0.20857933163642883 (0.2229013293981552) | > loss_0: 2.2963881492614746 (2.3205155730247498) | > loss_gen: 2.768716335296631 (2.7093037962913513) | > loss_kl: 1.9367494583129883 (2.122586667537689) | > loss_feat: 9.036285400390625 (8.162402868270874) | > loss_mel: 13.777083396911621 (13.474044561386108) | > loss_duration: 1.7887520790100098 (1.8628041744232178) | > loss_1: 29.307586669921875 (28.33114194869995) --> EVAL PERFORMANCE | > avg_loader_time: 0.3283219337463379 (+0.0031192898750305176) | > avg_loss_disc: 2.3205155730247498 (+0.03449910879135132) | > avg_loss_disc_real_0: 0.11675893515348434 (-0.01967339590191841) | > avg_loss_disc_real_1: 0.1744445338845253 (-0.042510952800512314) | > avg_loss_disc_real_2: 0.1869475431740284 (-0.016844529658555984) | > avg_loss_disc_real_3: 0.28709034621715546 (+0.08434321731328964) | > avg_loss_disc_real_4: 0.29049152135849 (+0.06209062784910202) | > avg_loss_disc_real_5: 0.2229013293981552 (-0.018991384655237198) | > avg_loss_0: 2.3205155730247498 (+0.03449910879135132) | > avg_loss_gen: 2.7093037962913513 (+0.10873544216156006) | > avg_loss_kl: 2.122586667537689 (+0.047849446535110474) | > avg_loss_feat: 8.162402868270874 (+0.6680762767791748) | > avg_loss_mel: 13.474044561386108 (+0.7281014919281006) | > avg_loss_duration: 1.8628041744232178 (+0.020222216844558716) | > avg_loss_1: 28.33114194869995 (+1.5729846954345703)  > EPOCH: 530/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 11:23:32)   --> TIME: 2025-05-12 11:24:07 -- STEP: 37/725 -- GLOBAL_STEP: 430150 | > loss_disc: 2.1846721172332764 (2.2233719761307174) | > loss_disc_real_0: 0.1605452299118042 (0.13891745056654956) | > loss_disc_real_1: 0.17077569663524628 (0.19385518053093473) | > loss_disc_real_2: 0.18886658549308777 (0.1915148210686606) | > loss_disc_real_3: 0.19777140021324158 (0.20685261568507632) | > loss_disc_real_4: 0.18715128302574158 (0.19751413367890022) | > loss_disc_real_5: 0.22394423186779022 (0.20868940973604047) | > loss_0: 2.1846721172332764 (2.2233719761307174) | > grad_norm_0: tensor(26.8575, device='cuda:0') (tensor(22.3483, device='cuda:0')) | > loss_gen: 2.742899179458618 (2.7324586816736165) | > loss_kl: 1.711225152015686 (1.721835262066609) | > loss_feat: 8.91858196258545 (8.118181267300168) | > loss_mel: 12.452962875366211 (12.705097868635848) | > loss_duration: 1.645349144935608 (1.660193523845157) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.471019744873047 (26.93776697725863) | > grad_norm_1: tensor(502.9463, device='cuda:0') (tensor(375.2757, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.874 (0.8609665471154291) | > loader_time: 0.0104 (0.010134207235800254)  --> TIME: 2025-05-12 11:24:51 -- STEP: 87/725 -- GLOBAL_STEP: 430200 | > loss_disc: 2.068596839904785 (2.195624732423102) | > loss_disc_real_0: 0.16433659195899963 (0.1355544035804683) | > loss_disc_real_1: 0.2085532248020172 (0.19095336431744464) | > loss_disc_real_2: 0.15961132943630219 (0.1891157543179632) | > loss_disc_real_3: 0.1813393533229828 (0.20501898280505476) | > loss_disc_real_4: 0.17986905574798584 (0.19321639938601132) | > loss_disc_real_5: 0.19879889488220215 (0.20593515244023552) | > loss_0: 2.068596839904785 (2.195624732423102) | > grad_norm_0: tensor(22.4830, device='cuda:0') (tensor(22.3024, device='cuda:0')) | > loss_gen: 2.9476895332336426 (2.7801947758115575) | > loss_kl: 1.7281415462493896 (1.7295122941335042) | > loss_feat: 9.583829879760742 (8.381487232515182) | > loss_mel: 13.68743896484375 (12.924569656108988) | > loss_duration: 1.6379351615905762 (1.6602789465038257) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.58503532409668 (27.476043131159628) | > grad_norm_1: tensor(201.5952, device='cuda:0') (tensor(372.3016, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8417 (0.8617751488740417) | > loader_time: 0.0098 (0.010198376644616838)  --> TIME: 2025-05-12 11:25:35 -- STEP: 137/725 -- GLOBAL_STEP: 430250 | > loss_disc: 2.2218565940856934 (2.2034977561365947) | > loss_disc_real_0: 0.11977493017911911 (0.13474031200591677) | > loss_disc_real_1: 0.20055438578128815 (0.19076200449553724) | > loss_disc_real_2: 0.18429532647132874 (0.18872950177123074) | > loss_disc_real_3: 0.21628199517726898 (0.20560363598548584) | > loss_disc_real_4: 0.17991626262664795 (0.19401509146185686) | > loss_disc_real_5: 0.2232629656791687 (0.20770566480873276) | > loss_0: 2.2218565940856934 (2.2034977561365947) | > grad_norm_0: tensor(19.8383, device='cuda:0') (tensor(20.2342, device='cuda:0')) | > loss_gen: 2.629655122756958 (2.769164064504805) | > loss_kl: 1.6266189813613892 (1.7371046499614298) | > loss_feat: 8.3068265914917 (8.349659871010887) | > loss_mel: 12.32229995727539 (12.91197302045613) | > loss_duration: 1.646106243133545 (1.6597448091437346) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.53150749206543 (27.427646539507116) | > grad_norm_1: tensor(259.0680, device='cuda:0') (tensor(326.1730, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8447 (0.8628786219297534) | > loader_time: 0.0101 (0.01026296615600586)  --> TIME: 2025-05-12 11:26:19 -- STEP: 187/725 -- GLOBAL_STEP: 430300 | > loss_disc: 2.0539982318878174 (2.19962001356849) | > loss_disc_real_0: 0.12928931415081024 (0.13384015969732868) | > loss_disc_real_1: 0.15272405743598938 (0.1903837982983512) | > loss_disc_real_2: 0.1671547293663025 (0.18906854634935205) | > loss_disc_real_3: 0.18842360377311707 (0.20479992470320532) | > loss_disc_real_4: 0.18985360860824585 (0.1935279890496463) | > loss_disc_real_5: 0.19839856028556824 (0.20875103723875338) | > loss_0: 2.0539982318878174 (2.19962001356849) | > grad_norm_0: tensor(21.5930, device='cuda:0') (tensor(19.4043, device='cuda:0')) | > loss_gen: 2.925194263458252 (2.7696884162923245) | > loss_kl: 1.639463186264038 (1.7345397211013631) | > loss_feat: 9.43681526184082 (8.358010865787769) | > loss_mel: 13.99103832244873 (12.94054699454078) | > loss_duration: 1.6741855144500732 (1.6604123797646178) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.666696548461914 (27.463198483309007) | > grad_norm_1: tensor(480.5542, device='cuda:0') (tensor(323.2433, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8734 (0.8628650170596529) | > loader_time: 0.0105 (0.010291119947790466)  --> TIME: 2025-05-12 11:27:03 -- STEP: 237/725 -- GLOBAL_STEP: 430350 | > loss_disc: 2.16152286529541 (2.19743438863553) | > loss_disc_real_0: 0.15601228177547455 (0.13365708046321623) | > loss_disc_real_1: 0.2064134031534195 (0.189931677489341) | > loss_disc_real_2: 0.1613934487104416 (0.18851501667549841) | > loss_disc_real_3: 0.20901012420654297 (0.20510188757367276) | > loss_disc_real_4: 0.20543865859508514 (0.19324912413766113) | > loss_disc_real_5: 0.22758056223392487 (0.20864911742099726) | > loss_0: 2.16152286529541 (2.19743438863553) | > grad_norm_0: tensor(19.5885, device='cuda:0') (tensor(19.3728, device='cuda:0')) | > loss_gen: 2.900697946548462 (2.772256116826827) | > loss_kl: 1.9561598300933838 (1.7406910456685578) | > loss_feat: 8.777381896972656 (8.369953875803244) | > loss_mel: 12.878798484802246 (12.903845630114592) | > loss_duration: 1.6294935941696167 (1.6606007200756152) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.14253044128418 (27.447347455889865) | > grad_norm_1: tensor(403.4782, device='cuda:0') (tensor(324.5717, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8289 (0.8654508017286472) | > loader_time: 0.0093 (0.010340359643541814)  --> TIME: 2025-05-12 11:27:46 -- STEP: 287/725 -- GLOBAL_STEP: 430400 | > loss_disc: 2.236567497253418 (2.1972829311151534) | > loss_disc_real_0: 0.14358820021152496 (0.1338954933169411) | > loss_disc_real_1: 0.18014734983444214 (0.1897518998239098) | > loss_disc_real_2: 0.20687712728977203 (0.18848932402059174) | > loss_disc_real_3: 0.21851840615272522 (0.20496025432277634) | > loss_disc_real_4: 0.18222393095493317 (0.19359982564058864) | > loss_disc_real_5: 0.22477318346500397 (0.2086129657898215) | > loss_0: 2.236567497253418 (2.1972829311151534) | > grad_norm_0: tensor(24.2283, device='cuda:0') (tensor(19.7378, device='cuda:0')) | > loss_gen: 2.722508668899536 (2.772009431692782) | > loss_kl: 1.4587793350219727 (1.7327781400614084) | > loss_feat: 8.331171035766602 (8.374145517781221) | > loss_mel: 12.565305709838867 (12.904657370537418) | > loss_duration: 1.6871813535690308 (1.6605064100504752) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.76494598388672 (27.444096887568563) | > grad_norm_1: tensor(231.5335, device='cuda:0') (tensor(325.7248, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8201 (0.8630940598477886) | > loader_time: 0.0104 (0.010251672425751904)  --> TIME: 2025-05-12 11:28:30 -- STEP: 337/725 -- GLOBAL_STEP: 430450 | > loss_disc: 2.138997793197632 (2.2005249261856075) | > loss_disc_real_0: 0.11139694601297379 (0.13538974886124483) | > loss_disc_real_1: 0.19620271027088165 (0.18981378801852394) | > loss_disc_real_2: 0.19285361468791962 (0.18887823683041136) | > loss_disc_real_3: 0.22172430157661438 (0.20476773151304317) | > loss_disc_real_4: 0.22447045147418976 (0.1937216513234713) | > loss_disc_real_5: 0.20477624237537384 (0.20841823628818953) | > loss_0: 2.138997793197632 (2.2005249261856075) | > grad_norm_0: tensor(17.4458, device='cuda:0') (tensor(20.0594, device='cuda:0')) | > loss_gen: 3.022552967071533 (2.7665925726338743) | > loss_kl: 1.7639471292495728 (1.7237514851708795) | > loss_feat: 8.402650833129883 (8.328883524818304) | > loss_mel: 12.869608879089355 (12.849680037456029) | > loss_duration: 1.6365938186645508 (1.6599588539197112) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.695354461669922 (27.32886649451553) | > grad_norm_1: tensor(436.6666, device='cuda:0') (tensor(324.0706, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8803 (0.8622059043861638) | > loader_time: 0.0101 (0.010256235252855798)  --> TIME: 2025-05-12 11:29:14 -- STEP: 387/725 -- GLOBAL_STEP: 430500 | > loss_disc: 2.1795597076416016 (2.200208595864839) | > loss_disc_real_0: 0.1281561553478241 (0.13523653486517342) | > loss_disc_real_1: 0.1726398766040802 (0.18973530351499576) | > loss_disc_real_2: 0.1744857281446457 (0.18888213106212073) | > loss_disc_real_3: 0.2132171094417572 (0.20477390277755353) | > loss_disc_real_4: 0.2230585217475891 (0.19359387869366687) | > loss_disc_real_5: 0.22808054089546204 (0.20888605425062107) | > loss_0: 2.1795597076416016 (2.200208595864839) | > grad_norm_0: tensor(13.5897, device='cuda:0') (tensor(19.7837, device='cuda:0')) | > loss_gen: 2.8219292163848877 (2.7653948145627365) | > loss_kl: 1.619497299194336 (1.7209524165752321) | > loss_feat: 8.413956642150879 (8.317883673872439) | > loss_mel: 12.580554008483887 (12.85594822639643) | > loss_duration: 1.7537548542022705 (1.660142680779292) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.189693450927734 (27.320321839601185) | > grad_norm_1: tensor(101.2556, device='cuda:0') (tensor(319.5898, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8753 (0.8614511773259756) | > loader_time: 0.0102 (0.010291320100927235)  --> TIME: 2025-05-12 11:29:57 -- STEP: 437/725 -- GLOBAL_STEP: 430550 | > loss_disc: 2.2334465980529785 (2.1988720250075127) | > loss_disc_real_0: 0.14160579442977905 (0.13481978710647022) | > loss_disc_real_1: 0.18797047436237335 (0.1897566156542821) | > loss_disc_real_2: 0.18788431584835052 (0.18901772439070644) | > loss_disc_real_3: 0.2021925300359726 (0.204513395166779) | > loss_disc_real_4: 0.2095179259777069 (0.19358925838492283) | > loss_disc_real_5: 0.22081983089447021 (0.20868027506894868) | > loss_0: 2.2334465980529785 (2.1988720250075127) | > grad_norm_0: tensor(19.0043, device='cuda:0') (tensor(19.4912, device='cuda:0')) | > loss_gen: 2.778480052947998 (2.767387319756864) | > loss_kl: 1.6256706714630127 (1.7246437247339594) | > loss_feat: 7.517865180969238 (8.32333657397831) | > loss_mel: 11.596545219421387 (12.870068067816904) | > loss_duration: 1.6100894212722778 (1.659530302207039) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.128652572631836 (27.34496604168715) | > grad_norm_1: tensor(209.2341, device='cuda:0') (tensor(316.1435, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8817 (0.859807592780421) | > loader_time: 0.0106 (0.01032850453182544)  --> TIME: 2025-05-12 11:30:40 -- STEP: 487/725 -- GLOBAL_STEP: 430600 | > loss_disc: 2.337151288986206 (2.1975398288859957) | > loss_disc_real_0: 0.17010056972503662 (0.1348825090352514) | > loss_disc_real_1: 0.19306625425815582 (0.1894648316520931) | > loss_disc_real_2: 0.2071998566389084 (0.1889827872571025) | > loss_disc_real_3: 0.20698389410972595 (0.20434225333789535) | > loss_disc_real_4: 0.19278158247470856 (0.19347965732614608) | > loss_disc_real_5: 0.20574356615543365 (0.20816064217496946) | > loss_0: 2.337151288986206 (2.1975398288859957) | > grad_norm_0: tensor(12.0963, device='cuda:0') (tensor(20.1098, device='cuda:0')) | > loss_gen: 2.886577606201172 (2.7736385265170185) | > loss_kl: 1.8890472650527954 (1.7253170079519127) | > loss_feat: 7.684270858764648 (8.341576013232165) | > loss_mel: 11.6177339553833 (12.921556934928505) | > loss_duration: 1.6439120769500732 (1.659990516286611) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.721540451049805 (27.42207903538886) | > grad_norm_1: tensor(136.7286, device='cuda:0') (tensor(322.1978, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8122 (0.8583480978893303) | > loader_time: 0.0094 (0.010338502253350297)  --> TIME: 2025-05-12 11:31:23 -- STEP: 537/725 -- GLOBAL_STEP: 430650 | > loss_disc: 2.3389689922332764 (2.197909179790503) | > loss_disc_real_0: 0.12484607845544815 (0.13475505576175903) | > loss_disc_real_1: 0.21261097490787506 (0.1894550078463511) | > loss_disc_real_2: 0.20631547272205353 (0.18891941388337083) | > loss_disc_real_3: 0.21881817281246185 (0.2045972367238732) | > loss_disc_real_4: 0.19441422820091248 (0.19399074502497413) | > loss_disc_real_5: 0.21083581447601318 (0.20842627931240548) | > loss_0: 2.3389689922332764 (2.197909179790503) | > grad_norm_0: tensor(21.2700, device='cuda:0') (tensor(20.0707, device='cuda:0')) | > loss_gen: 2.511216878890991 (2.77185354286066) | > loss_kl: 1.5866597890853882 (1.7235589577943031) | > loss_feat: 7.821117401123047 (8.336291400191955) | > loss_mel: 12.26987075805664 (12.922498766936405) | > loss_duration: 1.6608868837356567 (1.6603660725570482) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.849750518798828 (27.414568785626575) | > grad_norm_1: tensor(333.2060, device='cuda:0') (tensor(322.1989, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8455 (0.8580047196294118) | > loader_time: 0.0095 (0.010365653526405613)  --> TIME: 2025-05-12 11:32:07 -- STEP: 587/725 -- GLOBAL_STEP: 430700 | > loss_disc: 2.225271463394165 (2.19781116407612) | > loss_disc_real_0: 0.11688107997179031 (0.13449970255820062) | > loss_disc_real_1: 0.1662021279335022 (0.18943948454812207) | > loss_disc_real_2: 0.17664854228496552 (0.18892392196281602) | > loss_disc_real_3: 0.21674542129039764 (0.20452956228280594) | > loss_disc_real_4: 0.1786099076271057 (0.1940374022803477) | > loss_disc_real_5: 0.17319214344024658 (0.20840795746856897) | > loss_0: 2.225271463394165 (2.19781116407612) | > grad_norm_0: tensor(65.9424, device='cuda:0') (tensor(20.1908, device='cuda:0')) | > loss_gen: 2.6952364444732666 (2.7705431609990447) | > loss_kl: 1.5396915674209595 (1.7191516843321377) | > loss_feat: 8.128973007202148 (8.319901590655979) | > loss_mel: 12.866005897521973 (12.903413668604893) | > loss_duration: 1.6376407146453857 (1.6596117996479014) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.8675479888916 (27.372621945668723) | > grad_norm_1: tensor(454.6053, device='cuda:0') (tensor(324.8746, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8715 (0.8582543502268231) | > loader_time: 0.0105 (0.01033920811225853)  --> TIME: 2025-05-12 11:32:50 -- STEP: 637/725 -- GLOBAL_STEP: 430750 | > loss_disc: 2.0904431343078613 (2.197717686463) | > loss_disc_real_0: 0.11436229944229126 (0.1346552918783537) | > loss_disc_real_1: 0.18961860239505768 (0.18952974744924767) | > loss_disc_real_2: 0.17821422219276428 (0.18898636245371975) | > loss_disc_real_3: 0.2130950391292572 (0.20445608316074168) | > loss_disc_real_4: 0.18123656511306763 (0.1940641235706383) | > loss_disc_real_5: 0.17904476821422577 (0.20833717672566612) | > loss_0: 2.0904431343078613 (2.197717686463) | > grad_norm_0: tensor(8.9170, device='cuda:0') (tensor(20.3077, device='cuda:0')) | > loss_gen: 2.918564796447754 (2.7724340212775567) | > loss_kl: 1.7594149112701416 (1.7184322104910665) | > loss_feat: 8.887945175170898 (8.319852790802589) | > loss_mel: 14.611406326293945 (12.89665926419772) | > loss_duration: 1.6295342445373535 (1.6591657488087845) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.80686378479004 (27.366544055789007) | > grad_norm_1: tensor(105.2758, device='cuda:0') (tensor(326.4476, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8471 (0.857780933380127) | > loader_time: 0.0099 (0.010358929821235987)  --> TIME: 2025-05-12 11:33:34 -- STEP: 687/725 -- GLOBAL_STEP: 430800 | > loss_disc: 2.2137746810913086 (2.1971596387449472) | > loss_disc_real_0: 0.14415860176086426 (0.13477908713631928) | > loss_disc_real_1: 0.2101297527551651 (0.18960927691435375) | > loss_disc_real_2: 0.1877804398536682 (0.18886129421438191) | > loss_disc_real_3: 0.19947853684425354 (0.204443792805748) | > loss_disc_real_4: 0.19415144622325897 (0.19396666362556308) | > loss_disc_real_5: 0.18972139060497284 (0.20828006903504015) | > loss_0: 2.2137746810913086 (2.1971596387449472) | > grad_norm_0: tensor(12.7423, device='cuda:0') (tensor(20.3319, device='cuda:0')) | > loss_gen: 2.72499942779541 (2.7731194624560724) | > loss_kl: 1.8280757665634155 (1.7183410991227261) | > loss_feat: 8.307845115661621 (8.31561220230148) | > loss_mel: 11.880655288696289 (12.89528642540589) | > loss_duration: 1.6590120792388916 (1.6590529426910645) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.400585174560547 (27.36141213440652) | > grad_norm_1: tensor(395.8619, device='cuda:0') (tensor(328.1772, device='cuda:0')) | > current_lr_0: 0.0001871785970628601 | > current_lr_1: 0.0001871785970628601 | > step_time: 0.8475 (0.8570426818758813) | > loader_time: 0.0127 (0.010365662789934772)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.430379629135132 (2.430379629135132) | > loss_disc_real_0: 0.22093570232391357 (0.22093570232391357) | > loss_disc_real_1: 0.1811218410730362 (0.1811218410730362) | > loss_disc_real_2: 0.2147877812385559 (0.2147877812385559) | > loss_disc_real_3: 0.21122655272483826 (0.21122655272483826) | > loss_disc_real_4: 0.28223225474357605 (0.28223225474357605) | > loss_disc_real_5: 0.24734757840633392 (0.24734757840633392) | > loss_0: 2.430379629135132 (2.430379629135132) | > loss_gen: 2.7301712036132812 (2.7301712036132812) | > loss_kl: 2.208498954772949 (2.208498954772949) | > loss_feat: 7.985592842102051 (7.985592842102051) | > loss_mel: 13.503129005432129 (13.503129005432129) | > loss_duration: 1.752950668334961 (1.752950668334961) | > loss_1: 28.180341720581055 (28.180341720581055)  --> STEP: 1 | > loss_disc: 2.4155454635620117 (2.4155454635620117) | > loss_disc_real_0: 0.23997358977794647 (0.23997358977794647) | > loss_disc_real_1: 0.1686338633298874 (0.1686338633298874) | > loss_disc_real_2: 0.20173925161361694 (0.20173925161361694) | > loss_disc_real_3: 0.21247617900371552 (0.21247617900371552) | > loss_disc_real_4: 0.2782123386859894 (0.2782123386859894) | > loss_disc_real_5: 0.22375927865505219 (0.22375927865505219) | > loss_0: 2.4155454635620117 (2.4155454635620117) | > loss_gen: 2.7093214988708496 (2.7093214988708496) | > loss_kl: 2.1507656574249268 (2.1507656574249268) | > loss_feat: 7.921724319458008 (7.921724319458008) | > loss_mel: 13.94281005859375 (13.94281005859375) | > loss_duration: 1.8583779335021973 (1.8583779335021973) | > loss_1: 28.58300018310547 (28.58300018310547)  --> STEP: 2 | > loss_disc: 2.3357555866241455 (2.3756505250930786) | > loss_disc_real_0: 0.2482563555240631 (0.2441149726510048) | > loss_disc_real_1: 0.17868049442768097 (0.17365717887878418) | > loss_disc_real_2: 0.20745474100112915 (0.20459699630737305) | > loss_disc_real_3: 0.20757856965065002 (0.21002737432718277) | > loss_disc_real_4: 0.2481982707977295 (0.26320530474185944) | > loss_disc_real_5: 0.22499868273735046 (0.22437898069620132) | > loss_0: 2.3357555866241455 (2.3756505250930786) | > loss_gen: 2.8107266426086426 (2.760024070739746) | > loss_kl: 2.0489449501037598 (2.0998553037643433) | > loss_feat: 7.938948631286621 (7.9303364753723145) | > loss_mel: 13.767230033874512 (13.85502004623413) | > loss_duration: 1.871667742729187 (1.8650228381156921) | > loss_1: 28.437517166137695 (28.510258674621582)  --> STEP: 3 | > loss_disc: 2.3621065616607666 (2.371135870615641) | > loss_disc_real_0: 0.19009996950626373 (0.22610997160275778) | > loss_disc_real_1: 0.20306314527988434 (0.1834591676791509) | > loss_disc_real_2: 0.19899119436740875 (0.2027283956607183) | > loss_disc_real_3: 0.2181137651205063 (0.21272283792495728) | > loss_disc_real_4: 0.2334357500076294 (0.2532821198304494) | > loss_disc_real_5: 0.26807573437690735 (0.23894456525643668) | > loss_0: 2.3621065616607666 (2.371135870615641) | > loss_gen: 2.7231571674346924 (2.747735102971395) | > loss_kl: 2.3186140060424805 (2.172774871190389) | > loss_feat: 7.899187088012695 (7.919953346252441) | > loss_mel: 13.016989707946777 (13.575676600138346) | > loss_duration: 1.8381869792938232 (1.8560775518417358) | > loss_1: 27.79613494873047 (28.27221743265788)  --> STEP: 4 | > loss_disc: 2.48384428024292 (2.399312973022461) | > loss_disc_real_0: 0.2246631681919098 (0.22574827075004578) | > loss_disc_real_1: 0.1886352300643921 (0.1847531832754612) | > loss_disc_real_2: 0.1994449347257614 (0.20190753042697906) | > loss_disc_real_3: 0.20912811160087585 (0.21182415634393692) | > loss_disc_real_4: 0.25007960200309753 (0.25248149037361145) | > loss_disc_real_5: 0.27478817105293274 (0.24790546670556068) | > loss_0: 2.48384428024292 (2.399312973022461) | > loss_gen: 2.606220006942749 (2.7123563289642334) | > loss_kl: 2.1658437252044678 (2.1710420846939087) | > loss_feat: 7.734241485595703 (7.873525381088257) | > loss_mel: 12.750497817993164 (13.36938190460205) | > loss_duration: 1.8029990196228027 (1.8428079187870026) | > loss_1: 27.059803009033203 (27.96911382675171) --> EVAL PERFORMANCE | > avg_loader_time: 0.3449922800064087 (+0.0166703462600708) | > avg_loss_disc: 2.399312973022461 (+0.07879739999771118) | > avg_loss_disc_real_0: 0.22574827075004578 (+0.10898933559656143) | > avg_loss_disc_real_1: 0.1847531832754612 (+0.010308649390935898) | > avg_loss_disc_real_2: 0.20190753042697906 (+0.014959987252950668) | > avg_loss_disc_real_3: 0.21182415634393692 (-0.07526618987321854) | > avg_loss_disc_real_4: 0.25248149037361145 (-0.03801003098487854) | > avg_loss_disc_real_5: 0.24790546670556068 (+0.025004137307405472) | > avg_loss_0: 2.399312973022461 (+0.07879739999771118) | > avg_loss_gen: 2.7123563289642334 (+0.00305253267288208) | > avg_loss_kl: 2.1710420846939087 (+0.04845541715621948) | > avg_loss_feat: 7.873525381088257 (-0.2888774871826172) | > avg_loss_mel: 13.36938190460205 (-0.10466265678405762) | > avg_loss_duration: 1.8428079187870026 (-0.01999625563621521) | > avg_loss_1: 27.96911382675171 (-0.3620281219482422)  > EPOCH: 531/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 11:34:13)   --> TIME: 2025-05-12 11:34:26 -- STEP: 12/725 -- GLOBAL_STEP: 430850 | > loss_disc: 2.129715919494629 (2.238712807496389) | > loss_disc_real_0: 0.11455985903739929 (0.1404564262678226) | > loss_disc_real_1: 0.17409010231494904 (0.19205883021155992) | > loss_disc_real_2: 0.21013854444026947 (0.19324608395497003) | > loss_disc_real_3: 0.19778645038604736 (0.21050967648625374) | > loss_disc_real_4: 0.1760069876909256 (0.19772685940066972) | > loss_disc_real_5: 0.1981716901063919 (0.21039225781957308) | > loss_0: 2.129715919494629 (2.238712807496389) | > grad_norm_0: tensor(30.4344, device='cuda:0') (tensor(26.4627, device='cuda:0')) | > loss_gen: 2.8638057708740234 (2.7369823853174844) | > loss_kl: 1.621099829673767 (1.6855522493521373) | > loss_feat: 9.329205513000488 (8.18784749507904) | > loss_mel: 13.836748123168945 (12.731517394383749) | > loss_duration: 1.6824272871017456 (1.6523075600465138) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.333284378051758 (26.994206587473553) | > grad_norm_1: tensor(459.0263, device='cuda:0') (tensor(357.6744, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8563 (0.8462310036023458) | > loader_time: 0.0092 (0.009883622328440348)  --> TIME: 2025-05-12 11:35:10 -- STEP: 62/725 -- GLOBAL_STEP: 430900 | > loss_disc: 2.3976359367370605 (2.197862640503914) | > loss_disc_real_0: 0.18793310225009918 (0.13485749570592762) | > loss_disc_real_1: 0.1903226524591446 (0.18800934452203014) | > loss_disc_real_2: 0.21731509268283844 (0.18963738146328157) | > loss_disc_real_3: 0.22606149315834045 (0.20572997581574223) | > loss_disc_real_4: 0.20668166875839233 (0.19298727305666094) | > loss_disc_real_5: 0.2140129804611206 (0.20813448342584795) | > loss_0: 2.3976359367370605 (2.197862640503914) | > grad_norm_0: tensor(26.9358, device='cuda:0') (tensor(20.4398, device='cuda:0')) | > loss_gen: 2.4707610607147217 (2.780407109568197) | > loss_kl: 1.625327467918396 (1.6784547413549116) | > loss_feat: 6.993495464324951 (8.376752830320791) | > loss_mel: 11.298933029174805 (12.88054920011951) | > loss_duration: 1.705708622932434 (1.6528278396975609) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.09422492980957 (27.368991667224513) | > grad_norm_1: tensor(393.9926, device='cuda:0') (tensor(336.4302, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.867 (0.8608996983497373) | > loader_time: 0.0108 (0.010330546286798295)  --> TIME: 2025-05-12 11:35:53 -- STEP: 112/725 -- GLOBAL_STEP: 430950 | > loss_disc: 2.063870906829834 (2.1878245462264334) | > loss_disc_real_0: 0.09660475701093674 (0.13355414669162455) | > loss_disc_real_1: 0.18084798753261566 (0.18825799266674687) | > loss_disc_real_2: 0.1841389387845993 (0.18839901419622557) | > loss_disc_real_3: 0.1963002234697342 (0.20400122366845608) | > loss_disc_real_4: 0.18609951436519623 (0.1934480309220297) | > loss_disc_real_5: 0.21993222832679749 (0.20667110436729022) | > loss_0: 2.063870906829834 (2.1878245462264334) | > grad_norm_0: tensor(27.1432, device='cuda:0') (tensor(21.3484, device='cuda:0')) | > loss_gen: 3.0914061069488525 (2.7836971240384236) | > loss_kl: 1.4872050285339355 (1.6909011453390121) | > loss_feat: 9.576394081115723 (8.381852596998216) | > loss_mel: 14.22415828704834 (12.857664448874337) | > loss_duration: 1.658352017402649 (1.6579306146928243) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.03751564025879 (27.37204589162554) | > grad_norm_1: tensor(478.1091, device='cuda:0') (tensor(361.8875, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8301 (0.8604902348348072) | > loader_time: 0.0095 (0.010293253830501012)  --> TIME: 2025-05-12 11:36:37 -- STEP: 162/725 -- GLOBAL_STEP: 431000 | > loss_disc: 2.2983739376068115 (2.19016233270551) | > loss_disc_real_0: 0.22996550798416138 (0.13405318355854637) | > loss_disc_real_1: 0.21030820906162262 (0.18937222107693) | > loss_disc_real_2: 0.20146971940994263 (0.18809077024091905) | > loss_disc_real_3: 0.1779683381319046 (0.20409697165459761) | > loss_disc_real_4: 0.20635344088077545 (0.19338306103959496) | > loss_disc_real_5: 0.18717055022716522 (0.20667591755404885) | > loss_0: 2.2983739376068115 (2.19016233270551) | > grad_norm_0: tensor(35.6294, device='cuda:0') (tensor(22.3020, device='cuda:0')) | > loss_gen: 2.618932008743286 (2.789418542826618) | > loss_kl: 1.8114044666290283 (1.7031807546262387) | > loss_feat: 7.444241523742676 (8.348601152867447) | > loss_mel: 11.770028114318848 (12.830704076790513) | > loss_duration: 1.6039855480194092 (1.658848016350358) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.24859046936035 (27.3307525375743) | > grad_norm_1: tensor(372.8047, device='cuda:0') (tensor(374.3392, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8634 (0.8600491756274377) | > loader_time: 0.0097 (0.010172976387871636) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_431000.pth  --> TIME: 2025-05-12 11:37:24 -- STEP: 212/725 -- GLOBAL_STEP: 431050 | > loss_disc: 2.240727424621582 (2.1918336720961435) | > loss_disc_real_0: 0.1788114458322525 (0.13517260154322633) | > loss_disc_real_1: 0.2014094442129135 (0.18956523648691623) | > loss_disc_real_2: 0.20778414607048035 (0.18779120130359) | > loss_disc_real_3: 0.18496637046337128 (0.20448246429551323) | > loss_disc_real_4: 0.20970149338245392 (0.19330278502882653) | > loss_disc_real_5: 0.2184026688337326 (0.20629598790744566) | > loss_0: 2.240727424621582 (2.1918336720961435) | > grad_norm_0: tensor(42.0564, device='cuda:0') (tensor(23.4749, device='cuda:0')) | > loss_gen: 2.778754234313965 (2.7920600951842536) | > loss_kl: 1.5651710033416748 (1.7084328549088172) | > loss_feat: 7.955178260803223 (8.370660190312368) | > loss_mel: 12.866281509399414 (12.860742051646392) | > loss_duration: 1.668319821357727 (1.6590300477900597) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.83370590209961 (27.39092521847419) | > grad_norm_1: tensor(435.1784, device='cuda:0') (tensor(386.1998, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8529 (0.8620880279900893) | > loader_time: 0.0103 (0.010219407531450378)  --> TIME: 2025-05-12 11:38:08 -- STEP: 262/725 -- GLOBAL_STEP: 431100 | > loss_disc: 2.179121255874634 (2.1919540981300005) | > loss_disc_real_0: 0.1286923736333847 (0.13475017371864717) | > loss_disc_real_1: 0.1658293455839157 (0.18930333539957306) | > loss_disc_real_2: 0.2062484174966812 (0.18778740836463811) | > loss_disc_real_3: 0.19248230755329132 (0.2040581700342302) | > loss_disc_real_4: 0.1913064867258072 (0.1937021346947619) | > loss_disc_real_5: 0.22967186570167542 (0.20712753954052016) | > loss_0: 2.179121255874634 (2.1919540981300005) | > grad_norm_0: tensor(23.4108, device='cuda:0') (tensor(22.8195, device='cuda:0')) | > loss_gen: 2.821988821029663 (2.785609764907196) | > loss_kl: 1.7331246137619019 (1.7139504269789194) | > loss_feat: 8.134966850280762 (8.362622342946871) | > loss_mel: 13.244379043579102 (12.867176216067246) | > loss_duration: 1.6581889390945435 (1.6598052819266575) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.592649459838867 (27.38916404374683) | > grad_norm_1: tensor(181.5148, device='cuda:0') (tensor(378.4356, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.9068 (0.8618982220424041) | > loader_time: 0.0099 (0.010169996560074897)  --> TIME: 2025-05-12 11:38:52 -- STEP: 312/725 -- GLOBAL_STEP: 431150 | > loss_disc: 2.252385139465332 (2.1954045353027496) | > loss_disc_real_0: 0.1339007019996643 (0.13502695865164963) | > loss_disc_real_1: 0.17038723826408386 (0.18952935155576614) | > loss_disc_real_2: 0.17356957495212555 (0.18814094058978265) | > loss_disc_real_3: 0.18939483165740967 (0.2043326243949242) | > loss_disc_real_4: 0.19821353256702423 (0.19421691791369355) | > loss_disc_real_5: 0.21271748840808868 (0.20701637763816577) | > loss_0: 2.252385139465332 (2.1954045353027496) | > grad_norm_0: tensor(16.0394, device='cuda:0') (tensor(22.5890, device='cuda:0')) | > loss_gen: 2.7332420349121094 (2.778810530900955) | > loss_kl: 1.5739223957061768 (1.7037535928762877) | > loss_feat: 7.75029182434082 (8.332469752201664) | > loss_mel: 11.643767356872559 (12.844420451384318) | > loss_duration: 1.6568403244018555 (1.6591913042924342) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.358062744140625 (27.318645642353925) | > grad_norm_1: tensor(152.1445, device='cuda:0') (tensor(375.5988, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8554 (0.8622876971195905) | > loader_time: 0.011 (0.010167754613436187)  --> TIME: 2025-05-12 11:39:36 -- STEP: 362/725 -- GLOBAL_STEP: 431200 | > loss_disc: 2.0748376846313477 (2.1941062999035115) | > loss_disc_real_0: 0.09247200936079025 (0.13512968298726977) | > loss_disc_real_1: 0.15833312273025513 (0.18931663081626204) | > loss_disc_real_2: 0.16669383645057678 (0.18801216842884533) | > loss_disc_real_3: 0.1975480020046234 (0.20444309394497898) | > loss_disc_real_4: 0.1749846190214157 (0.19420765747846153) | > loss_disc_real_5: 0.19141677021980286 (0.20670797239515662) | > loss_0: 2.0748376846313477 (2.1941062999035115) | > grad_norm_0: tensor(13.7613, device='cuda:0') (tensor(22.4998, device='cuda:0')) | > loss_gen: 2.851356029510498 (2.779613221547881) | > loss_kl: 1.730931282043457 (1.707523105552842) | > loss_feat: 9.776975631713867 (8.349296859614762) | > loss_mel: 14.855834007263184 (12.868729991807458) | > loss_duration: 1.6185691356658936 (1.658294883222211) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.83366584777832 (27.36345804330393) | > grad_norm_1: tensor(82.8613, device='cuda:0') (tensor(372.3620, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.872 (0.8633954768681394) | > loader_time: 0.0102 (0.010167315519975696)  --> TIME: 2025-05-12 11:40:20 -- STEP: 412/725 -- GLOBAL_STEP: 431250 | > loss_disc: 2.327052116394043 (2.1946622156402444) | > loss_disc_real_0: 0.11591248214244843 (0.13475405426641698) | > loss_disc_real_1: 0.1662597954273224 (0.18958769232324021) | > loss_disc_real_2: 0.20786386728286743 (0.1880715356289763) | > loss_disc_real_3: 0.20594839751720428 (0.20467750026473722) | > loss_disc_real_4: 0.1973840594291687 (0.1939400296332766) | > loss_disc_real_5: 0.18614383041858673 (0.20711210442399516) | > loss_0: 2.327052116394043 (2.1946622156402444) | > grad_norm_0: tensor(9.0373, device='cuda:0') (tensor(21.9332, device='cuda:0')) | > loss_gen: 2.52557373046875 (2.7783776539043314) | > loss_kl: 1.6731135845184326 (1.7080759701219577) | > loss_feat: 8.03647518157959 (8.344215558570584) | > loss_mel: 12.514951705932617 (12.8751033764441) | > loss_duration: 1.6705780029296875 (1.6589158093466343) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.420692443847656 (27.364688368676926) | > grad_norm_1: tensor(113.5091, device='cuda:0') (tensor(363.6111, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8848 (0.8637327517120583) | > loader_time: 0.0098 (0.010195087460638253)  --> TIME: 2025-05-12 11:41:04 -- STEP: 462/725 -- GLOBAL_STEP: 431300 | > loss_disc: 2.255499839782715 (2.19411111032808) | > loss_disc_real_0: 0.14419376850128174 (0.13481452022538057) | > loss_disc_real_1: 0.1956145167350769 (0.18972645412920872) | > loss_disc_real_2: 0.19403211772441864 (0.1879923162070705) | > loss_disc_real_3: 0.20292039215564728 (0.20473251714334859) | > loss_disc_real_4: 0.13550226390361786 (0.1934631933897604) | > loss_disc_real_5: 0.19952520728111267 (0.2071805607962918) | > loss_0: 2.255499839782715 (2.19411111032808) | > grad_norm_0: tensor(17.8306, device='cuda:0') (tensor(21.9984, device='cuda:0')) | > loss_gen: 2.5386195182800293 (2.778658800310903) | > loss_kl: 1.8739855289459229 (1.7117473805621588) | > loss_feat: 7.364475727081299 (8.340391575000012) | > loss_mel: 13.291343688964844 (12.881135959129825) | > loss_duration: 1.6810046434402466 (1.6587613284329832) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.74942970275879 (27.370695064594212) | > grad_norm_1: tensor(368.5254, device='cuda:0') (tensor(363.8068, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.822 (0.863436441916924) | > loader_time: 0.0097 (0.010173962745831646)  --> TIME: 2025-05-12 11:41:48 -- STEP: 512/725 -- GLOBAL_STEP: 431350 | > loss_disc: 2.2039761543273926 (2.194621891947463) | > loss_disc_real_0: 0.17428094148635864 (0.1349790126259906) | > loss_disc_real_1: 0.1823434680700302 (0.18965510991984044) | > loss_disc_real_2: 0.18691486120224 (0.18787346623139467) | > loss_disc_real_3: 0.2337106317281723 (0.20475261274259537) | > loss_disc_real_4: 0.1617579162120819 (0.1936680364888161) | > loss_disc_real_5: 0.21227410435676575 (0.20735242989030667) | > loss_0: 2.2039761543273926 (2.194621891947463) | > grad_norm_0: tensor(32.4034, device='cuda:0') (tensor(21.6343, device='cuda:0')) | > loss_gen: 2.837312698364258 (2.777651409152895) | > loss_kl: 1.7463505268096924 (1.7110653608106077) | > loss_feat: 8.754526138305664 (8.332812930457324) | > loss_mel: 13.456841468811035 (12.897292079403993) | > loss_duration: 1.6132442951202393 (1.6591549089644104) | > amp_scaler: 512.0 (262.0) | > loss_1: 28.408275604248047 (27.377976663410656) | > grad_norm_1: tensor(373.3302, device='cuda:0') (tensor(358.2754, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8564 (0.8631013385020196) | > loader_time: 0.0097 (0.010185050778090957)  --> TIME: 2025-05-12 11:42:32 -- STEP: 562/725 -- GLOBAL_STEP: 431400 | > loss_disc: 2.1238598823547363 (2.195297045003477) | > loss_disc_real_0: 0.10979989916086197 (0.1351154801498742) | > loss_disc_real_1: 0.14942295849323273 (0.18993191033919926) | > loss_disc_real_2: 0.15693755447864532 (0.18794358691392857) | > loss_disc_real_3: 0.23072627186775208 (0.20469517114960004) | > loss_disc_real_4: 0.20343001186847687 (0.19352392446634178) | > loss_disc_real_5: 0.19251252710819244 (0.20732645194619573) | > loss_0: 2.1238598823547363 (2.195297045003477) | > grad_norm_0: tensor(10.2050, device='cuda:0') (tensor(21.4378, device='cuda:0')) | > loss_gen: 3.0586705207824707 (2.777221108670761) | > loss_kl: 1.7428356409072876 (1.7119510557727882) | > loss_feat: 8.659693717956543 (8.32335660805484) | > loss_mel: 12.98922348022461 (12.893146290897894) | > loss_duration: 1.622865915298462 (1.6590635666219367) | > amp_scaler: 512.0 (284.2419928825623) | > loss_1: 28.07328987121582 (27.364738617079098) | > grad_norm_1: tensor(237.7146, device='cuda:0') (tensor(355.1809, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.9244 (0.8628813011366279) | > loader_time: 0.0105 (0.01018476910438402)  --> TIME: 2025-05-12 11:43:16 -- STEP: 612/725 -- GLOBAL_STEP: 431450 | > loss_disc: 1.9851421117782593 (2.1958276208709266) | > loss_disc_real_0: 0.09874381870031357 (0.13521016891924) | > loss_disc_real_1: 0.1519436538219452 (0.189981129312632) | > loss_disc_real_2: 0.19468441605567932 (0.18819201472245808) | > loss_disc_real_3: 0.20144808292388916 (0.20490375278042822) | > loss_disc_real_4: 0.1679527759552002 (0.19369537865414344) | > loss_disc_real_5: 0.19354473054409027 (0.20731750357092593) | > loss_0: 1.9851421117782593 (2.1958276208709266) | > grad_norm_0: tensor(16.5816, device='cuda:0') (tensor(21.4676, device='cuda:0')) | > loss_gen: 3.292649269104004 (2.7787302970107093) | > loss_kl: 1.599177598953247 (1.712347983924392) | > loss_feat: 9.720115661621094 (8.336579101537591) | > loss_mel: 15.06590747833252 (12.904557344960226) | > loss_duration: 1.610486388206482 (1.6586089295889037) | > amp_scaler: 512.0 (302.8496732026145) | > loss_1: 31.2883358001709 (27.390823666566327) | > grad_norm_1: tensor(416.0620, device='cuda:0') (tensor(353.4071, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8223 (0.8632363914664275) | > loader_time: 0.0098 (0.010186076553818452)  --> TIME: 2025-05-12 11:44:00 -- STEP: 662/725 -- GLOBAL_STEP: 431500 | > loss_disc: 2.289407968521118 (2.195106159524254) | > loss_disc_real_0: 0.16913381218910217 (0.13498756460552847) | > loss_disc_real_1: 0.2248365730047226 (0.19001650785481458) | > loss_disc_real_2: 0.2112046480178833 (0.18803032303054543) | > loss_disc_real_3: 0.21655836701393127 (0.20479650705422534) | > loss_disc_real_4: 0.20705187320709229 (0.19371342145784393) | > loss_disc_real_5: 0.2116272747516632 (0.2073698470149515) | > loss_0: 2.289407968521118 (2.195106159524254) | > grad_norm_0: tensor(22.5745, device='cuda:0') (tensor(21.4329, device='cuda:0')) | > loss_gen: 2.79539155960083 (2.778283288111501) | > loss_kl: 1.5832105875015259 (1.7109486604745294) | > loss_feat: 8.326091766357422 (8.33821319309249) | > loss_mel: 12.710901260375977 (12.898177296733563) | > loss_duration: 1.6747918128967285 (1.6590212102743074) | > amp_scaler: 512.0 (318.64652567975855) | > loss_1: 27.09038734436035 (27.384643655529185) | > grad_norm_1: tensor(395.4944, device='cuda:0') (tensor(354.0844, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8891 (0.8631201442274803) | > loader_time: 0.0099 (0.010178193945178817)  --> TIME: 2025-05-12 11:44:43 -- STEP: 712/725 -- GLOBAL_STEP: 431550 | > loss_disc: 2.1162052154541016 (2.19475796986162) | > loss_disc_real_0: 0.10661094635725021 (0.13473209304462982) | > loss_disc_real_1: 0.16824929416179657 (0.19011599195890883) | > loss_disc_real_2: 0.18168126046657562 (0.18800247175974805) | > loss_disc_real_3: 0.20562738180160522 (0.20477793476638512) | > loss_disc_real_4: 0.16189835965633392 (0.19350418929805924) | > loss_disc_real_5: 0.19755305349826813 (0.20746831771697888) | > loss_0: 2.1162052154541016 (2.19475796986162) | > grad_norm_0: tensor(22.2595, device='cuda:0') (tensor(21.3000, device='cuda:0')) | > loss_gen: 2.9320485591888428 (2.777649587794637) | > loss_kl: 1.8655717372894287 (1.7126004417960563) | > loss_feat: 8.692220687866211 (8.337153101235321) | > loss_mel: 14.159132957458496 (12.893628759330573) | > loss_duration: 1.6340246200561523 (1.6586477349648314) | > amp_scaler: 512.0 (332.22471910112387) | > loss_1: 29.283000946044922 (27.379679607541362) | > grad_norm_1: tensor(423.1088, device='cuda:0') (tensor(353.0157, device='cuda:0')) | > current_lr_0: 0.00018715519973822723 | > current_lr_1: 0.00018715519973822723 | > step_time: 0.8338 (0.8631756359271789) | > loader_time: 0.0099 (0.01017860616191051)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.39058780670166 (2.39058780670166) | > loss_disc_real_0: 0.21543486416339874 (0.21543486416339874) | > loss_disc_real_1: 0.2192702740430832 (0.2192702740430832) | > loss_disc_real_2: 0.2557441294193268 (0.2557441294193268) | > loss_disc_real_3: 0.281355082988739 (0.281355082988739) | > loss_disc_real_4: 0.27421143651008606 (0.27421143651008606) | > loss_disc_real_5: 0.2761163115501404 (0.2761163115501404) | > loss_0: 2.39058780670166 (2.39058780670166) | > loss_gen: 3.209805965423584 (3.209805965423584) | > loss_kl: 2.2864294052124023 (2.2864294052124023) | > loss_feat: 7.866878032684326 (7.866878032684326) | > loss_mel: 13.16865348815918 (13.16865348815918) | > loss_duration: 1.7451931238174438 (1.7451931238174438) | > loss_1: 28.276960372924805 (28.276960372924805)  --> STEP: 1 | > loss_disc: 2.399962902069092 (2.399962902069092) | > loss_disc_real_0: 0.23838703334331512 (0.23838703334331512) | > loss_disc_real_1: 0.20706355571746826 (0.20706355571746826) | > loss_disc_real_2: 0.23567324876785278 (0.23567324876785278) | > loss_disc_real_3: 0.24501542747020721 (0.24501542747020721) | > loss_disc_real_4: 0.26114487648010254 (0.26114487648010254) | > loss_disc_real_5: 0.2988412380218506 (0.2988412380218506) | > loss_0: 2.399962902069092 (2.399962902069092) | > loss_gen: 3.0834736824035645 (3.0834736824035645) | > loss_kl: 2.2150702476501465 (2.2150702476501465) | > loss_feat: 8.106412887573242 (8.106412887573242) | > loss_mel: 12.933775901794434 (12.933775901794434) | > loss_duration: 1.87147057056427 (1.87147057056427) | > loss_1: 28.210205078125 (28.210205078125)  --> STEP: 2 | > loss_disc: 2.2913715839385986 (2.345667243003845) | > loss_disc_real_0: 0.24027851223945618 (0.23933277279138565) | > loss_disc_real_1: 0.20868922770023346 (0.20787639170885086) | > loss_disc_real_2: 0.2257651537656784 (0.2307192012667656) | > loss_disc_real_3: 0.2548080086708069 (0.24991171807050705) | > loss_disc_real_4: 0.26038485765457153 (0.26076486706733704) | > loss_disc_real_5: 0.29155629873275757 (0.2951987683773041) | > loss_0: 2.2913715839385986 (2.345667243003845) | > loss_gen: 3.3400371074676514 (3.211755394935608) | > loss_kl: 2.1319727897644043 (2.1735215187072754) | > loss_feat: 8.545297622680664 (8.325855255126953) | > loss_mel: 14.255942344665527 (13.59485912322998) | > loss_duration: 1.883603572845459 (1.8775370717048645) | > loss_1: 30.15685272216797 (29.183528900146484)  --> STEP: 3 | > loss_disc: 2.3524510860443115 (2.347928524017334) | > loss_disc_real_0: 0.18942676484584808 (0.2226974368095398) | > loss_disc_real_1: 0.2226988524198532 (0.21281721194585165) | > loss_disc_real_2: 0.24082538485527039 (0.23408792912960052) | > loss_disc_real_3: 0.2737187147140503 (0.2578473836183548) | > loss_disc_real_4: 0.2645120322704315 (0.2620139221350352) | > loss_disc_real_5: 0.2689463496208191 (0.2864479621251424) | > loss_0: 2.3524510860443115 (2.347928524017334) | > loss_gen: 3.13161039352417 (3.1850403944651284) | > loss_kl: 2.166973352432251 (2.1713387966156006) | > loss_feat: 7.333399295806885 (7.995036602020264) | > loss_mel: 12.328429222106934 (13.172715822855631) | > loss_duration: 1.8608887195587158 (1.8719876209894817) | > loss_1: 26.82130241394043 (28.396120071411133)  --> STEP: 4 | > loss_disc: 2.386397361755371 (2.3575457334518433) | > loss_disc_real_0: 0.22368530929088593 (0.22294440492987633) | > loss_disc_real_1: 0.21395371854305267 (0.2131013385951519) | > loss_disc_real_2: 0.2464647740125656 (0.2371821403503418) | > loss_disc_real_3: 0.23023484647274017 (0.25094424933195114) | > loss_disc_real_4: 0.2828423082828522 (0.26722101867198944) | > loss_disc_real_5: 0.3517661392688751 (0.3027775064110756) | > loss_0: 2.386397361755371 (2.3575457334518433) | > loss_gen: 3.33699893951416 (3.2230300307273865) | > loss_kl: 2.010660171508789 (2.1311691403388977) | > loss_feat: 7.538495063781738 (7.880901217460632) | > loss_mel: 13.521724700927734 (13.259968042373657) | > loss_duration: 1.7984169721603394 (1.853594958782196) | > loss_1: 28.206295013427734 (28.348663806915283) --> EVAL PERFORMANCE | > avg_loader_time: 0.3235546946525574 (-0.02143758535385132) | > avg_loss_disc: 2.3575457334518433 (-0.041767239570617676) | > avg_loss_disc_real_0: 0.22294440492987633 (-0.002803865820169449) | > avg_loss_disc_real_1: 0.2131013385951519 (+0.028348155319690704) | > avg_loss_disc_real_2: 0.2371821403503418 (+0.03527460992336273) | > avg_loss_disc_real_3: 0.25094424933195114 (+0.03912009298801422) | > avg_loss_disc_real_4: 0.26722101867198944 (+0.01473952829837799) | > avg_loss_disc_real_5: 0.3027775064110756 (+0.05487203970551491) | > avg_loss_0: 2.3575457334518433 (-0.041767239570617676) | > avg_loss_gen: 3.2230300307273865 (+0.5106737017631531) | > avg_loss_kl: 2.1311691403388977 (-0.039872944355010986) | > avg_loss_feat: 7.880901217460632 (+0.007375836372375488) | > avg_loss_mel: 13.259968042373657 (-0.10941386222839355) | > avg_loss_duration: 1.853594958782196 (+0.010787039995193481) | > avg_loss_1: 28.348663806915283 (+0.3795499801635742)  > EPOCH: 532/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 11:45:02)   --> TIME: 2025-05-12 11:45:36 -- STEP: 37/725 -- GLOBAL_STEP: 431600 | > loss_disc: 2.128368616104126 (2.2152677742210596) | > loss_disc_real_0: 0.12757529318332672 (0.13807850290794627) | > loss_disc_real_1: 0.18743427097797394 (0.19146033638232463) | > loss_disc_real_2: 0.169465109705925 (0.18957981628340645) | > loss_disc_real_3: 0.1805039644241333 (0.20397018701643557) | > loss_disc_real_4: 0.19132541120052338 (0.1932345399179974) | > loss_disc_real_5: 0.1735624372959137 (0.2113812940346228) | > loss_0: 2.128368616104126 (2.2152677742210596) | > grad_norm_0: tensor(9.1320, device='cuda:0') (tensor(17.4240, device='cuda:0')) | > loss_gen: 3.0475335121154785 (2.724470202987259) | > loss_kl: 1.6866068840026855 (1.722234146015064) | > loss_feat: 8.846426010131836 (8.147627766067917) | > loss_mel: 13.396886825561523 (12.650514087161502) | > loss_duration: 1.665121078491211 (1.6588470227009542) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.642574310302734 (26.90369327648266) | > grad_norm_1: tensor(166.9108, device='cuda:0') (tensor(282.0439, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8644 (0.8575932013021933) | > loader_time: 0.0099 (0.010510019353918126)  --> TIME: 2025-05-12 11:46:20 -- STEP: 87/725 -- GLOBAL_STEP: 431650 | > loss_disc: 2.2348411083221436 (2.2058719999488745) | > loss_disc_real_0: 0.10572819411754608 (0.13497999764379415) | > loss_disc_real_1: 0.2016693353652954 (0.1906048785681012) | > loss_disc_real_2: 0.18203067779541016 (0.19009656142229314) | > loss_disc_real_3: 0.1916862577199936 (0.20481205705938668) | > loss_disc_real_4: 0.20729732513427734 (0.19403188427289328) | > loss_disc_real_5: 0.22171500325202942 (0.211452127530657) | > loss_0: 2.2348411083221436 (2.2058719999488745) | > grad_norm_0: tensor(33.8777, device='cuda:0') (tensor(21.1526, device='cuda:0')) | > loss_gen: 2.684422254562378 (2.7565695307720675) | > loss_kl: 1.9262166023254395 (1.727694301769651) | > loss_feat: 7.513820648193359 (8.230884738352106) | > loss_mel: 11.584528923034668 (12.737703191822973) | > loss_duration: 1.6454260349273682 (1.659111192856712) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.354413986206055 (27.11196289939442) | > grad_norm_1: tensor(528.0731, device='cuda:0') (tensor(328.9339, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8395 (0.8601127301139393) | > loader_time: 0.0109 (0.010393959352339822)  --> TIME: 2025-05-12 11:47:04 -- STEP: 137/725 -- GLOBAL_STEP: 431700 | > loss_disc: 2.0575661659240723 (2.2022365000996285) | > loss_disc_real_0: 0.09948260337114334 (0.13541738400711625) | > loss_disc_real_1: 0.17163343727588654 (0.18969409439685572) | > loss_disc_real_2: 0.16934987902641296 (0.18904331174210035) | > loss_disc_real_3: 0.18923334777355194 (0.20529571904318175) | > loss_disc_real_4: 0.20197001099586487 (0.19425897604792658) | > loss_disc_real_5: 0.21488210558891296 (0.21054400253469926) | > loss_0: 2.0575661659240723 (2.2022365000996285) | > grad_norm_0: tensor(16.0520, device='cuda:0') (tensor(21.3123, device='cuda:0')) | > loss_gen: 2.861074209213257 (2.7671025408445487) | > loss_kl: 1.908620834350586 (1.73918396974132) | > loss_feat: 9.17703628540039 (8.290062998333115) | > loss_mel: 13.529756546020508 (12.747808672215818) | > loss_duration: 1.6331837177276611 (1.659150884969391) | > amp_scaler: 256.0 (455.94160583941607) | > loss_1: 29.10967254638672 (27.203308982570675) | > grad_norm_1: tensor(389.1493, device='cuda:0') (tensor(336.0529, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8214 (0.860143111570038) | > loader_time: 0.0093 (0.01025310920102753)  --> TIME: 2025-05-12 11:47:47 -- STEP: 187/725 -- GLOBAL_STEP: 431750 | > loss_disc: 2.2588114738464355 (2.201866563628702) | > loss_disc_real_0: 0.1518644094467163 (0.1351972253007047) | > loss_disc_real_1: 0.19368962943553925 (0.18978992359523475) | > loss_disc_real_2: 0.21280506253242493 (0.18927297139550267) | > loss_disc_real_3: 0.1921268254518509 (0.2051722138004507) | > loss_disc_real_4: 0.22869990766048431 (0.1939957288497272) | > loss_disc_real_5: 0.20886513590812683 (0.21063973997684726) | > loss_0: 2.2588114738464355 (2.201866563628702) | > grad_norm_0: tensor(13.2968, device='cuda:0') (tensor(20.4155, device='cuda:0')) | > loss_gen: 2.6208996772766113 (2.758028340212164) | > loss_kl: 1.7427767515182495 (1.735823453428911) | > loss_feat: 8.025016784667969 (8.277183999352275) | > loss_mel: 12.243073463439941 (12.761339733307377) | > loss_duration: 1.6869957447052002 (1.6601254512919466) | > amp_scaler: 256.0 (402.48128342245974) | > loss_1: 26.318763732910156 (27.192500864120728) | > grad_norm_1: tensor(174.1170, device='cuda:0') (tensor(315.8016, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8543 (0.8586253023402576) | > loader_time: 0.01 (0.010226354242008639)  --> TIME: 2025-05-12 11:48:31 -- STEP: 237/725 -- GLOBAL_STEP: 431800 | > loss_disc: 2.093691110610962 (2.1982237251499033) | > loss_disc_real_0: 0.1509210169315338 (0.13508702934039796) | > loss_disc_real_1: 0.17040255665779114 (0.18959535079917833) | > loss_disc_real_2: 0.1935294270515442 (0.18868650822951316) | > loss_disc_real_3: 0.2108466774225235 (0.20488451106890346) | > loss_disc_real_4: 0.18366797268390656 (0.19387031161080936) | > loss_disc_real_5: 0.1920945942401886 (0.20962884091626746) | > loss_0: 2.093691110610962 (2.1982237251499033) | > grad_norm_0: tensor(24.1565, device='cuda:0') (tensor(20.8177, device='cuda:0')) | > loss_gen: 3.0313425064086914 (2.7648676789762603) | > loss_kl: 1.820669412612915 (1.7276569624993368) | > loss_feat: 9.271416664123535 (8.315251740725236) | > loss_mel: 14.336881637573242 (12.813537231477506) | > loss_duration: 1.6445460319519043 (1.659864508652989) | > amp_scaler: 256.0 (371.57805907172985) | > loss_1: 30.104854583740234 (27.281177963385602) | > grad_norm_1: tensor(274.8326, device='cuda:0') (tensor(325.6133, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8303 (0.8592593448574533) | > loader_time: 0.0096 (0.01019622404364091)  --> TIME: 2025-05-12 11:49:14 -- STEP: 287/725 -- GLOBAL_STEP: 431850 | > loss_disc: 2.2955169677734375 (2.2053339518736466) | > loss_disc_real_0: 0.104341521859169 (0.1365153955665615) | > loss_disc_real_1: 0.2098292112350464 (0.18993965715481428) | > loss_disc_real_2: 0.2051500827074051 (0.18833819940322777) | > loss_disc_real_3: 0.17477068305015564 (0.20574163565029252) | > loss_disc_real_4: 0.1972706913948059 (0.19394557354549918) | > loss_disc_real_5: 0.20404647290706635 (0.2112567659454479) | > loss_0: 2.2955169677734375 (2.2053339518736466) | > grad_norm_0: tensor(21.6530, device='cuda:0') (tensor(20.0622, device='cuda:0')) | > loss_gen: 2.675173759460449 (2.761255246006238) | > loss_kl: 1.7749263048171997 (1.7297426632472448) | > loss_feat: 8.746655464172363 (8.318536530803726) | > loss_mel: 13.750082969665527 (12.861523807671846) | > loss_duration: 1.683140516281128 (1.6596142132523168) | > amp_scaler: 256.0 (351.44250871080123) | > loss_1: 28.62997817993164 (27.33067236046342) | > grad_norm_1: tensor(417.8951, device='cuda:0') (tensor(310.6357, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8033 (0.8584043439672384) | > loader_time: 0.0106 (0.010217338488907766)  --> TIME: 2025-05-12 11:49:58 -- STEP: 337/725 -- GLOBAL_STEP: 431900 | > loss_disc: 2.144681930541992 (2.2074062884384524) | > loss_disc_real_0: 0.09698207676410675 (0.1370515197692356) | > loss_disc_real_1: 0.15261512994766235 (0.1899065323594062) | > loss_disc_real_2: 0.1671353429555893 (0.1885375076302434) | > loss_disc_real_3: 0.1699865758419037 (0.20560703716221482) | > loss_disc_real_4: 0.16965775191783905 (0.1941324504263677) | > loss_disc_real_5: 0.22431117296218872 (0.21112556680373692) | > loss_0: 2.144681930541992 (2.2074062884384524) | > grad_norm_0: tensor(13.2287, device='cuda:0') (tensor(19.8651, device='cuda:0')) | > loss_gen: 2.8479037284851074 (2.7550803872173524) | > loss_kl: 1.605124831199646 (1.7239976679182198) | > loss_feat: 8.904231071472168 (8.298450809557998) | > loss_mel: 14.502781867980957 (12.847461312743965) | > loss_duration: 1.6525298357009888 (1.6588090923490442) | > amp_scaler: 256.0 (337.28189910979216) | > loss_1: 29.5125732421875 (27.283799191257007) | > grad_norm_1: tensor(321.9512, device='cuda:0') (tensor(305.9000, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8832 (0.8586596409715601) | > loader_time: 0.0103 (0.010215100619488727)  --> TIME: 2025-05-12 11:50:42 -- STEP: 387/725 -- GLOBAL_STEP: 431950 | > loss_disc: 2.152101516723633 (2.2071977693597176) | > loss_disc_real_0: 0.14923928678035736 (0.1368305094982918) | > loss_disc_real_1: 0.19330422580242157 (0.1899348886669144) | > loss_disc_real_2: 0.18709757924079895 (0.18860425701899114) | > loss_disc_real_3: 0.20490431785583496 (0.20573166582627508) | > loss_disc_real_4: 0.21921198070049286 (0.19406805917120104) | > loss_disc_real_5: 0.19259199500083923 (0.21116208949292353) | > loss_0: 2.152101516723633 (2.2071977693597176) | > grad_norm_0: tensor(20.4248, device='cuda:0') (tensor(19.4471, device='cuda:0')) | > loss_gen: 2.9259531497955322 (2.7542033651386415) | > loss_kl: 1.6639375686645508 (1.723753535162263) | > loss_feat: 8.813920974731445 (8.288946655677577) | > loss_mel: 13.572972297668457 (12.843602661014533) | > loss_duration: 1.7367002964019775 (1.658917848762) | > amp_scaler: 256.0 (326.78036175710577) | > loss_1: 28.713483810424805 (27.269424019549856) | > grad_norm_1: tensor(192.6705, device='cuda:0') (tensor(299.3703, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8537 (0.8584790377653846) | > loader_time: 0.0111 (0.010203560501414065)  --> TIME: 2025-05-12 11:51:26 -- STEP: 437/725 -- GLOBAL_STEP: 432000 | > loss_disc: 2.246551275253296 (2.2064704663147925) | > loss_disc_real_0: 0.11206483095884323 (0.13688236411908117) | > loss_disc_real_1: 0.19678165018558502 (0.1900200187068782) | > loss_disc_real_2: 0.2004193514585495 (0.18862663523146975) | > loss_disc_real_3: 0.23290793597698212 (0.20558824841981624) | > loss_disc_real_4: 0.18439434468746185 (0.1937795921785062) | > loss_disc_real_5: 0.22915410995483398 (0.21089038259650258) | > loss_0: 2.246551275253296 (2.2064704663147925) | > grad_norm_0: tensor(21.2688, device='cuda:0') (tensor(19.2266, device='cuda:0')) | > loss_gen: 2.7800188064575195 (2.755883092465607) | > loss_kl: 1.685072422027588 (1.720781993811409) | > loss_feat: 7.881435871124268 (8.2953078708605) | > loss_mel: 12.476398468017578 (12.846869305014888) | > loss_duration: 1.6279246807098389 (1.6585825166113046) | > amp_scaler: 256.0 (318.6819221967962) | > loss_1: 26.450849533081055 (27.277424727206366) | > grad_norm_1: tensor(216.2159, device='cuda:0') (tensor(295.1243, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8948 (0.8592700172616361) | > loader_time: 0.0095 (0.010209936844675171) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_432000.pth  --> TIME: 2025-05-12 11:52:12 -- STEP: 487/725 -- GLOBAL_STEP: 432050 | > loss_disc: 2.1598355770111084 (2.2054209804632836) | > loss_disc_real_0: 0.13663911819458008 (0.1365415952962036) | > loss_disc_real_1: 0.18990258872509003 (0.19007578385072077) | > loss_disc_real_2: 0.1878541260957718 (0.1887057193189675) | > loss_disc_real_3: 0.20623856782913208 (0.20553772243263788) | > loss_disc_real_4: 0.19017434120178223 (0.19384721515115036) | > loss_disc_real_5: 0.17496326565742493 (0.21067961181458505) | > loss_0: 2.1598355770111084 (2.2054209804632836) | > grad_norm_0: tensor(25.1585, device='cuda:0') (tensor(19.4795, device='cuda:0')) | > loss_gen: 2.6930108070373535 (2.7591321155031103) | > loss_kl: 1.7096498012542725 (1.7180738808927598) | > loss_feat: 8.121996879577637 (8.301043455605626) | > loss_mel: 13.242472648620605 (12.86978264755782) | > loss_duration: 1.6303224563598633 (1.6590891533074195) | > amp_scaler: 256.0 (312.24640657084177) | > loss_1: 27.39745330810547 (27.307121202441454) | > grad_norm_1: tensor(378.2455, device='cuda:0') (tensor(300.5281, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8109 (0.8590522541892113) | > loader_time: 0.0103 (0.010194782848475656)  --> TIME: 2025-05-12 11:52:55 -- STEP: 537/725 -- GLOBAL_STEP: 432100 | > loss_disc: 2.2577223777770996 (2.203954688441598) | > loss_disc_real_0: 0.15196357667446136 (0.13619733447802124) | > loss_disc_real_1: 0.2104322612285614 (0.19009535597356336) | > loss_disc_real_2: 0.2143418788909912 (0.18869302137381977) | > loss_disc_real_3: 0.2277277112007141 (0.2054231980437451) | > loss_disc_real_4: 0.1860184222459793 (0.1939213413266496) | > loss_disc_real_5: 0.23002754151821136 (0.21017483781391905) | > loss_0: 2.2577223777770996 (2.203954688441598) | > grad_norm_0: tensor(36.3648, device='cuda:0') (tensor(19.8396, device='cuda:0')) | > loss_gen: 2.7116191387176514 (2.762213548024495) | > loss_kl: 1.5779674053192139 (1.7158370925949498) | > loss_feat: 7.749264240264893 (8.298674782339193) | > loss_mel: 11.600014686584473 (12.866229321925559) | > loss_duration: 1.671899676322937 (1.6597547948471438) | > amp_scaler: 256.0 (307.0093109869645) | > loss_1: 25.31076431274414 (27.302709508430578) | > grad_norm_1: tensor(516.4169, device='cuda:0') (tensor(304.8564, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8587 (0.8588112665954248) | > loader_time: 0.0094 (0.010187295118079732)  --> TIME: 2025-05-12 11:53:39 -- STEP: 587/725 -- GLOBAL_STEP: 432150 | > loss_disc: 2.2368133068084717 (2.202594355180276) | > loss_disc_real_0: 0.1001044362783432 (0.1358411628403898) | > loss_disc_real_1: 0.1550765335559845 (0.19004384432070495) | > loss_disc_real_2: 0.20287899672985077 (0.18859268260367684) | > loss_disc_real_3: 0.22467173635959625 (0.20527022993239674) | > loss_disc_real_4: 0.1993744969367981 (0.1938931818105903) | > loss_disc_real_5: 0.1998845338821411 (0.20975439062618115) | > loss_0: 2.2368133068084717 (2.202594355180276) | > grad_norm_0: tensor(33.5286, device='cuda:0') (tensor(20.1206, device='cuda:0')) | > loss_gen: 2.8085365295410156 (2.764139252586298) | > loss_kl: 1.6519311666488647 (1.7160685681809362) | > loss_feat: 8.668907165527344 (8.303277492523186) | > loss_mel: 13.208160400390625 (12.86667712664889) | > loss_duration: 1.6356127262115479 (1.659100389764906) | > amp_scaler: 256.0 (302.6643952299829) | > loss_1: 27.973148345947266 (27.309262803709668) | > grad_norm_1: tensor(414.0381, device='cuda:0') (tensor(312.4321, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8722 (0.8589874260267165) | > loader_time: 0.0106 (0.01020286395968124)  --> TIME: 2025-05-12 11:54:23 -- STEP: 637/725 -- GLOBAL_STEP: 432200 | > loss_disc: 2.0737128257751465 (2.2037588889407966) | > loss_disc_real_0: 0.10735305398702621 (0.13600150796364013) | > loss_disc_real_1: 0.1645747721195221 (0.1901120055039973) | > loss_disc_real_2: 0.1756478250026703 (0.18887385407834073) | > loss_disc_real_3: 0.20090825855731964 (0.20528906618875084) | > loss_disc_real_4: 0.18804597854614258 (0.19398007367619158) | > loss_disc_real_5: 0.18258538842201233 (0.20990858394272477) | > loss_0: 2.0737128257751465 (2.2037588889407966) | > grad_norm_0: tensor(22.5709, device='cuda:0') (tensor(19.9342, device='cuda:0')) | > loss_gen: 2.7952229976654053 (2.76190329009734) | > loss_kl: 1.7213859558105469 (1.7162083892657585) | > loss_feat: 9.201111793518066 (8.292533371474713) | > loss_mel: 13.236665725708008 (12.855961323533) | > loss_duration: 1.6387392282485962 (1.6589203296314041) | > amp_scaler: 256.0 (299.0015698587125) | > loss_1: 28.59312629699707 (27.28552668884371) | > grad_norm_1: tensor(451.0596, device='cuda:0') (tensor(311.1105, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8396 (0.8589662203047678) | > loader_time: 0.0096 (0.010198190036336518)  --> TIME: 2025-05-12 11:55:06 -- STEP: 687/725 -- GLOBAL_STEP: 432250 | > loss_disc: 2.1598424911499023 (2.2016063067937357) | > loss_disc_real_0: 0.12584297358989716 (0.13553389065303828) | > loss_disc_real_1: 0.165262371301651 (0.18988324716969174) | > loss_disc_real_2: 0.18976877629756927 (0.18868473532244967) | > loss_disc_real_3: 0.19820185005664825 (0.20515562619965144) | > loss_disc_real_4: 0.23002701997756958 (0.19394856060175913) | > loss_disc_real_5: 0.20351366698741913 (0.20970284969178526) | > loss_0: 2.1598424911499023 (2.2016063067937357) | > grad_norm_0: tensor(9.7684, device='cuda:0') (tensor(19.8478, device='cuda:0')) | > loss_gen: 2.8708221912384033 (2.76363652102985) | > loss_kl: 1.6552189588546753 (1.7188014328219487) | > loss_feat: 8.965089797973633 (8.300048070182966) | > loss_mel: 13.619366645812988 (12.865047068922117) | > loss_duration: 1.6613436937332153 (1.6588643044884028) | > amp_scaler: 256.0 (295.8719068413392) | > loss_1: 28.77184295654297 (27.306397381134236) | > grad_norm_1: tensor(354.4345, device='cuda:0') (tensor(311.8828, device='cuda:0')) | > current_lr_0: 0.00018713180533825994 | > current_lr_1: 0.00018713180533825994 | > step_time: 0.8576 (0.8585487765516258) | > loader_time: 0.0104 (0.010197613437102872)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3502559661865234 (2.3502559661865234) | > loss_disc_real_0: 0.2503219544887543 (0.2503219544887543) | > loss_disc_real_1: 0.15579436719417572 (0.15579436719417572) | > loss_disc_real_2: 0.1974102258682251 (0.1974102258682251) | > loss_disc_real_3: 0.23509438335895538 (0.23509438335895538) | > loss_disc_real_4: 0.23761174082756042 (0.23761174082756042) | > loss_disc_real_5: 0.25751054286956787 (0.25751054286956787) | > loss_0: 2.3502559661865234 (2.3502559661865234) | > loss_gen: 2.8632326126098633 (2.8632326126098633) | > loss_kl: 2.3097832202911377 (2.3097832202911377) | > loss_feat: 8.619170188903809 (8.619170188903809) | > loss_mel: 13.328418731689453 (13.328418731689453) | > loss_duration: 1.759230136871338 (1.759230136871338) | > loss_1: 28.87983512878418 (28.87983512878418)  --> STEP: 1 | > loss_disc: 2.417203664779663 (2.417203664779663) | > loss_disc_real_0: 0.24735835194587708 (0.24735835194587708) | > loss_disc_real_1: 0.16150276362895966 (0.16150276362895966) | > loss_disc_real_2: 0.21651549637317657 (0.21651549637317657) | > loss_disc_real_3: 0.23270249366760254 (0.23270249366760254) | > loss_disc_real_4: 0.23866967856884003 (0.23866967856884003) | > loss_disc_real_5: 0.28801077604293823 (0.28801077604293823) | > loss_0: 2.417203664779663 (2.417203664779663) | > loss_gen: 2.7816781997680664 (2.7816781997680664) | > loss_kl: 2.387965202331543 (2.387965202331543) | > loss_feat: 8.205901145935059 (8.205901145935059) | > loss_mel: 14.326522827148438 (14.326522827148438) | > loss_duration: 1.8810123205184937 (1.8810123205184937) | > loss_1: 29.583080291748047 (29.583080291748047)  --> STEP: 2 | > loss_disc: 2.364237070083618 (2.3907203674316406) | > loss_disc_real_0: 0.24090714752674103 (0.24413274973630905) | > loss_disc_real_1: 0.15733663737773895 (0.1594197005033493) | > loss_disc_real_2: 0.1998073011636734 (0.208161398768425) | > loss_disc_real_3: 0.26409080624580383 (0.24839664995670319) | > loss_disc_real_4: 0.22112010419368744 (0.22989489138126373) | > loss_disc_real_5: 0.25537461042404175 (0.27169269323349) | > loss_0: 2.364237070083618 (2.3907203674316406) | > loss_gen: 2.7371573448181152 (2.759417772293091) | > loss_kl: 2.09549880027771 (2.2417320013046265) | > loss_feat: 7.219013690948486 (7.7124574184417725) | > loss_mel: 13.328025817871094 (13.827274322509766) | > loss_duration: 1.8894803524017334 (1.8852463364601135) | > loss_1: 27.269176483154297 (28.426128387451172)  --> STEP: 3 | > loss_disc: 2.222404956817627 (2.3346152305603027) | > loss_disc_real_0: 0.19051708281040192 (0.22626086076100668) | > loss_disc_real_1: 0.16863450407981873 (0.16249130169550577) | > loss_disc_real_2: 0.1849079579114914 (0.2004102518161138) | > loss_disc_real_3: 0.2280285656452179 (0.2416072885195414) | > loss_disc_real_4: 0.22607235610485077 (0.22862071295579275) | > loss_disc_real_5: 0.2166260927915573 (0.25333715975284576) | > loss_0: 2.222404956817627 (2.3346152305603027) | > loss_gen: 2.796402931213379 (2.7717461585998535) | > loss_kl: 2.1162357330322266 (2.199899911880493) | > loss_feat: 8.892959594726562 (8.105958143870035) | > loss_mel: 13.670409202575684 (13.774985949198404) | > loss_duration: 1.8488333225250244 (1.8731086651484172) | > loss_1: 29.324838638305664 (28.725698471069336)  --> STEP: 4 | > loss_disc: 2.249906301498413 (2.3134379982948303) | > loss_disc_real_0: 0.2011900693178177 (0.21999316290020943) | > loss_disc_real_1: 0.16540050506591797 (0.16321860253810883) | > loss_disc_real_2: 0.18036025762557983 (0.1953977532684803) | > loss_disc_real_3: 0.21192951500415802 (0.23418784514069557) | > loss_disc_real_4: 0.22520028054714203 (0.22776560485363007) | > loss_disc_real_5: 0.2493993639945984 (0.2523527108132839) | > loss_0: 2.249906301498413 (2.3134379982948303) | > loss_gen: 2.6534693241119385 (2.7421769499778748) | > loss_kl: 2.258492946624756 (2.214548170566559) | > loss_feat: 8.160114288330078 (8.119497179985046) | > loss_mel: 13.3218412399292 (13.661699771881104) | > loss_duration: 1.7895277738571167 (1.852213442325592) | > loss_1: 28.18344497680664 (28.590135097503662) --> EVAL PERFORMANCE | > avg_loader_time: 0.32792413234710693 (+0.0043694376945495605) | > avg_loss_disc: 2.3134379982948303 (-0.04410773515701294) | > avg_loss_disc_real_0: 0.21999316290020943 (-0.0029512420296669006) | > avg_loss_disc_real_1: 0.16321860253810883 (-0.049882736057043076) | > avg_loss_disc_real_2: 0.1953977532684803 (-0.041784387081861496) | > avg_loss_disc_real_3: 0.23418784514069557 (-0.01675640419125557) | > avg_loss_disc_real_4: 0.22776560485363007 (-0.039455413818359375) | > avg_loss_disc_real_5: 0.2523527108132839 (-0.05042479559779167) | > avg_loss_0: 2.3134379982948303 (-0.04410773515701294) | > avg_loss_gen: 2.7421769499778748 (-0.4808530807495117) | > avg_loss_kl: 2.214548170566559 (+0.08337903022766113) | > avg_loss_feat: 8.119497179985046 (+0.23859596252441406) | > avg_loss_mel: 13.661699771881104 (+0.4017317295074463) | > avg_loss_duration: 1.852213442325592 (-0.001381516456604004) | > avg_loss_1: 28.590135097503662 (+0.2414712905883789)  > EPOCH: 533/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 11:55:46)   --> TIME: 2025-05-12 11:55:58 -- STEP: 12/725 -- GLOBAL_STEP: 432300 | > loss_disc: 2.1896448135375977 (2.152231852213542) | > loss_disc_real_0: 0.1513838768005371 (0.11875647865235806) | > loss_disc_real_1: 0.17198015749454498 (0.18707283958792686) | > loss_disc_real_2: 0.1862088441848755 (0.18221930166085562) | > loss_disc_real_3: 0.20478102564811707 (0.20116525143384933) | > loss_disc_real_4: 0.2239227145910263 (0.1942379487057527) | > loss_disc_real_5: 0.2139570564031601 (0.2156724507610003) | > loss_0: 2.1896448135375977 (2.152231852213542) | > grad_norm_0: tensor(44.2376, device='cuda:0') (tensor(24.2684, device='cuda:0')) | > loss_gen: 2.8540539741516113 (2.8658887346585593) | > loss_kl: 1.8527841567993164 (1.7961862683296204) | > loss_feat: 9.30029582977295 (8.85319217046102) | > loss_mel: 13.7687406539917 (13.505622148513794) | > loss_duration: 1.6780030727386475 (1.6607655584812164) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.45387840270996 (28.68165461222331) | > grad_norm_1: tensor(481.7973, device='cuda:0') (tensor(414.9492, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8865 (0.8538718819618225) | > loader_time: 0.0117 (0.01047442356745402)  --> TIME: 2025-05-12 11:56:43 -- STEP: 62/725 -- GLOBAL_STEP: 432350 | > loss_disc: 2.3337526321411133 (2.1909699286184003) | > loss_disc_real_0: 0.10795116424560547 (0.13253764051102826) | > loss_disc_real_1: 0.1800648719072342 (0.18826417793189326) | > loss_disc_real_2: 0.2090575098991394 (0.18808617322675644) | > loss_disc_real_3: 0.19530154764652252 (0.20465621880946624) | > loss_disc_real_4: 0.18423880636692047 (0.19437500353782408) | > loss_disc_real_5: 0.20789790153503418 (0.21157099907436677) | > loss_0: 2.3337526321411133 (2.1909699286184003) | > grad_norm_0: tensor(23.2973, device='cuda:0') (tensor(27.7745, device='cuda:0')) | > loss_gen: 2.4625473022460938 (2.7823035640101277) | > loss_kl: 1.6738858222961426 (1.7533056678310517) | > loss_feat: 6.9931745529174805 (8.371485310216107) | > loss_mel: 11.540793418884277 (12.863300584977672) | > loss_duration: 1.713483214378357 (1.6593384454327245) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.383886337280273 (27.42973364553144) | > grad_norm_1: tensor(349.0563, device='cuda:0') (tensor(405.3314, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8494 (0.8731877419256395) | > loader_time: 0.0097 (0.010707736015319824)  --> TIME: 2025-05-12 11:57:27 -- STEP: 112/725 -- GLOBAL_STEP: 432400 | > loss_disc: 2.1199259757995605 (2.19547793694905) | > loss_disc_real_0: 0.08853329718112946 (0.13486868881487427) | > loss_disc_real_1: 0.1991758644580841 (0.18876088596880436) | > loss_disc_real_2: 0.17625883221626282 (0.18752666070525134) | > loss_disc_real_3: 0.2076929211616516 (0.20505237432995013) | > loss_disc_real_4: 0.16752269864082336 (0.1940786177292466) | > loss_disc_real_5: 0.22368238866329193 (0.20941670491759265) | > loss_0: 2.1199259757995605 (2.19547793694905) | > grad_norm_0: tensor(20.8075, device='cuda:0') (tensor(26.1957, device='cuda:0')) | > loss_gen: 2.8867719173431396 (2.771214497940881) | > loss_kl: 1.7672884464263916 (1.732345086123262) | > loss_feat: 9.300146102905273 (8.303545130150654) | > loss_mel: 14.547142028808594 (12.776419145720348) | > loss_duration: 1.651097297668457 (1.6607332985316003) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.152446746826172 (27.244257177625382) | > grad_norm_1: tensor(496.5719, device='cuda:0') (tensor(388.1601, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8521 (0.8700820952653885) | > loader_time: 0.0097 (0.010786929300853189)  --> TIME: 2025-05-12 11:58:11 -- STEP: 162/725 -- GLOBAL_STEP: 432450 | > loss_disc: 2.09440279006958 (2.1928956729394438) | > loss_disc_real_0: 0.148356094956398 (0.13451130651397475) | > loss_disc_real_1: 0.18214264512062073 (0.1886990364686942) | > loss_disc_real_2: 0.18734164535999298 (0.18799511260456506) | > loss_disc_real_3: 0.19506603479385376 (0.2043625972705123) | > loss_disc_real_4: 0.14283959567546844 (0.19382586265787663) | > loss_disc_real_5: 0.18632088601589203 (0.20832149417679988) | > loss_0: 2.09440279006958 (2.1928956729394438) | > grad_norm_0: tensor(14.9074, device='cuda:0') (tensor(25.4868, device='cuda:0')) | > loss_gen: 2.970339775085449 (2.7767917403468396) | > loss_kl: 1.7318079471588135 (1.724376685825395) | > loss_feat: 8.928600311279297 (8.352536004266616) | > loss_mel: 14.197875022888184 (12.821074591742628) | > loss_duration: 1.5925788879394531 (1.6601025763853097) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.42120361328125 (27.334881605925382) | > grad_norm_1: tensor(500.7288, device='cuda:0') (tensor(386.6994, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8516 (0.8689235610726439) | > loader_time: 0.0096 (0.010768117728056737)  --> TIME: 2025-05-12 11:58:55 -- STEP: 212/725 -- GLOBAL_STEP: 432500 | > loss_disc: 2.0331947803497314 (2.192095725041516) | > loss_disc_real_0: 0.12985217571258545 (0.13413652426229336) | > loss_disc_real_1: 0.21132022142410278 (0.18889614440641309) | > loss_disc_real_2: 0.16120658814907074 (0.18855552986826538) | > loss_disc_real_3: 0.21878300607204437 (0.20528730925805164) | > loss_disc_real_4: 0.1807984858751297 (0.19372266769971486) | > loss_disc_real_5: 0.17464938759803772 (0.2078176753700904) | > loss_0: 2.0331947803497314 (2.192095725041516) | > grad_norm_0: tensor(25.1447, device='cuda:0') (tensor(23.9962, device='cuda:0')) | > loss_gen: 2.9066948890686035 (2.7748502953997214) | > loss_kl: 1.4825993776321411 (1.7157552933917855) | > loss_feat: 9.828584671020508 (8.330865245945043) | > loss_mel: 14.128692626953125 (12.807075131614258) | > loss_duration: 1.6561781167984009 (1.6598045094957892) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.002748489379883 (27.288350501150454) | > grad_norm_1: tensor(478.1833, device='cuda:0') (tensor(375.6591, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8629 (0.8686630883306827) | > loader_time: 0.011 (0.010734390537693823)  --> TIME: 2025-05-12 11:59:39 -- STEP: 262/725 -- GLOBAL_STEP: 432550 | > loss_disc: 2.2620575428009033 (2.195208737868389) | > loss_disc_real_0: 0.1536683738231659 (0.13424320186253724) | > loss_disc_real_1: 0.18315504491329193 (0.18870630519080706) | > loss_disc_real_2: 0.2212151139974594 (0.18889403894884896) | > loss_disc_real_3: 0.17847946286201477 (0.20523878016317162) | > loss_disc_real_4: 0.20443150401115417 (0.1939741681891543) | > loss_disc_real_5: 0.23425281047821045 (0.20838530583463552) | > loss_0: 2.2620575428009033 (2.195208737868389) | > grad_norm_0: tensor(38.1230, device='cuda:0') (tensor(23.1994, device='cuda:0')) | > loss_gen: 2.7412710189819336 (2.770580343617739) | > loss_kl: 1.6723097562789917 (1.7106131879427962) | > loss_feat: 8.071582794189453 (8.331560098487909) | > loss_mel: 12.399823188781738 (12.827030276524205) | > loss_duration: 1.660895586013794 (1.6604795542382103) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.545883178710938 (27.300263543165368) | > grad_norm_1: tensor(459.6221, device='cuda:0') (tensor(363.0216, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.9091 (0.8676541415789655) | > loader_time: 0.0101 (0.010682441806065224)  --> TIME: 2025-05-12 12:00:23 -- STEP: 312/725 -- GLOBAL_STEP: 432600 | > loss_disc: 2.1240286827087402 (2.195689017956075) | > loss_disc_real_0: 0.08213257044553757 (0.13420609657007915) | > loss_disc_real_1: 0.192327082157135 (0.1889908372496182) | > loss_disc_real_2: 0.18434733152389526 (0.18873461197393057) | > loss_disc_real_3: 0.17796380817890167 (0.20527111858320532) | > loss_disc_real_4: 0.15157926082611084 (0.19407531471015546) | > loss_disc_real_5: 0.18736281991004944 (0.20857938078160473) | > loss_0: 2.1240286827087402 (2.195689017956075) | > grad_norm_0: tensor(24.7989, device='cuda:0') (tensor(22.8946, device='cuda:0')) | > loss_gen: 2.8561549186706543 (2.769275132662211) | > loss_kl: 1.6989388465881348 (1.7098419104631135) | > loss_feat: 9.080421447753906 (8.32849338268622) | > loss_mel: 13.235553741455078 (12.81549265445807) | > loss_duration: 1.6496145725250244 (1.659451361650075) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.52068328857422 (27.2825544919723) | > grad_norm_1: tensor(467.7307, device='cuda:0') (tensor(363.8677, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8594 (0.866877576479545) | > loader_time: 0.0099 (0.010636147780296134)  --> TIME: 2025-05-12 12:01:08 -- STEP: 362/725 -- GLOBAL_STEP: 432650 | > loss_disc: 2.204996109008789 (2.1940215088385924) | > loss_disc_real_0: 0.13378550112247467 (0.13373654008487976) | > loss_disc_real_1: 0.19784896075725555 (0.1888890000914342) | > loss_disc_real_2: 0.22411315143108368 (0.18864634209080947) | > loss_disc_real_3: 0.22905170917510986 (0.20528962417860708) | > loss_disc_real_4: 0.17815491557121277 (0.19402995475089357) | > loss_disc_real_5: 0.20995764434337616 (0.208596983790727) | > loss_0: 2.204996109008789 (2.1940215088385924) | > grad_norm_0: tensor(20.9190, device='cuda:0') (tensor(22.7477, device='cuda:0')) | > loss_gen: 2.8911385536193848 (2.7744348977810778) | > loss_kl: 1.7726200819015503 (1.7133978970801635) | > loss_feat: 9.051069259643555 (8.354224829383972) | > loss_mel: 13.961548805236816 (12.833994923375588) | > loss_duration: 1.6022498607635498 (1.658995370179908) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.27862548828125 (27.335047980039807) | > grad_norm_1: tensor(368.8593, device='cuda:0') (tensor(363.3509, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.869 (0.8672774193695237) | > loader_time: 0.0111 (0.010583804457227172)  --> TIME: 2025-05-12 12:01:52 -- STEP: 412/725 -- GLOBAL_STEP: 432700 | > loss_disc: 2.1469438076019287 (2.191434981753528) | > loss_disc_real_0: 0.15926861763000488 (0.13341438844438322) | > loss_disc_real_1: 0.20039618015289307 (0.188656738371525) | > loss_disc_real_2: 0.19818150997161865 (0.18863791730074042) | > loss_disc_real_3: 0.19705232977867126 (0.20510031995408737) | > loss_disc_real_4: 0.21489088237285614 (0.1938617934011719) | > loss_disc_real_5: 0.2045709639787674 (0.20831825233344897) | > loss_0: 2.1469438076019287 (2.191434981753528) | > grad_norm_0: tensor(33.5915, device='cuda:0') (tensor(22.8445, device='cuda:0')) | > loss_gen: 2.8971195220947266 (2.782284119175477) | > loss_kl: 1.6455579996109009 (1.7139678658212276) | > loss_feat: 8.42398452758789 (8.372185865652213) | > loss_mel: 12.940686225891113 (12.856804815310877) | > loss_duration: 1.668687343597412 (1.659903111099039) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.57603645324707 (27.385145835506098) | > grad_norm_1: tensor(470.6973, device='cuda:0') (tensor(369.5030, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8779 (0.8679497398219063) | > loader_time: 0.0096 (0.010553627338224245)  --> TIME: 2025-05-12 12:02:36 -- STEP: 462/725 -- GLOBAL_STEP: 432750 | > loss_disc: 2.1291017532348633 (2.193090825885924) | > loss_disc_real_0: 0.10537539422512054 (0.13404580166974633) | > loss_disc_real_1: 0.1798679530620575 (0.1886521740715741) | > loss_disc_real_2: 0.21306829154491425 (0.1885775501529375) | > loss_disc_real_3: 0.21734166145324707 (0.2052454549125778) | > loss_disc_real_4: 0.21993549168109894 (0.1940199195758089) | > loss_disc_real_5: 0.2176656872034073 (0.20830946080225374) | > loss_0: 2.1291017532348633 (2.193090825885924) | > grad_norm_0: tensor(19.8346, device='cuda:0') (tensor(23.0026, device='cuda:0')) | > loss_gen: 2.8642115592956543 (2.7792841113490985) | > loss_kl: 1.5950696468353271 (1.7162449695331197) | > loss_feat: 9.167128562927246 (8.358542665258625) | > loss_mel: 14.207308769226074 (12.839870066869826) | > loss_duration: 1.6921261548995972 (1.6599761417933867) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.52584457397461 (27.353918009506152) | > grad_norm_1: tensor(232.1936, device='cuda:0') (tensor(368.5471, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.807 (0.8671645679515162) | > loader_time: 0.0105 (0.010529124891603148)  --> TIME: 2025-05-12 12:03:19 -- STEP: 512/725 -- GLOBAL_STEP: 432800 | > loss_disc: 2.042884349822998 (2.1966908196918684) | > loss_disc_real_0: 0.15741191804409027 (0.13436455528426455) | > loss_disc_real_1: 0.19347752630710602 (0.1890599300386384) | > loss_disc_real_2: 0.19112582504749298 (0.1887801695556845) | > loss_disc_real_3: 0.2081090658903122 (0.20542427184409456) | > loss_disc_real_4: 0.15560230612754822 (0.1942434834490996) | > loss_disc_real_5: 0.2207978218793869 (0.2087874784774613) | > loss_0: 2.042884349822998 (2.1966908196918684) | > grad_norm_0: tensor(19.1879, device='cuda:0') (tensor(22.8416, device='cuda:0')) | > loss_gen: 3.011857032775879 (2.773101842496545) | > loss_kl: 1.6845391988754272 (1.7150583688635381) | > loss_feat: 9.712846755981445 (8.322999638505278) | > loss_mel: 14.781362533569336 (12.813388526439667) | > loss_duration: 1.5920213460922241 (1.6608560273889448) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.78262710571289 (27.28540447354316) | > grad_norm_1: tensor(160.2754, device='cuda:0') (tensor(365.7098, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8509 (0.8662527934648097) | > loader_time: 0.01 (0.010471026878803968)  --> TIME: 2025-05-12 12:04:03 -- STEP: 562/725 -- GLOBAL_STEP: 432850 | > loss_disc: 2.1531476974487305 (2.1967090817957176) | > loss_disc_real_0: 0.12935005128383636 (0.13415356930941877) | > loss_disc_real_1: 0.20833007991313934 (0.18918010528825782) | > loss_disc_real_2: 0.19195999205112457 (0.18883226212657644) | > loss_disc_real_3: 0.19775980710983276 (0.20537745713975505) | > loss_disc_real_4: 0.25377315282821655 (0.19418483389229965) | > loss_disc_real_5: 0.25727370381355286 (0.20897879586737356) | > loss_0: 2.1531476974487305 (2.1967090817957176) | > grad_norm_0: tensor(16.3098, device='cuda:0') (tensor(22.8200, device='cuda:0')) | > loss_gen: 2.8751535415649414 (2.7740979211610424) | > loss_kl: 1.875262975692749 (1.7168841385332294) | > loss_feat: 8.502477645874023 (8.327690035422924) | > loss_mel: 12.464686393737793 (12.840054873469887) | > loss_duration: 1.6318656206130981 (1.6607523751428535) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.349445343017578 (27.319479395910506) | > grad_norm_1: tensor(383.7243, device='cuda:0') (tensor(363.9688, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.9155 (0.8658623292352806) | > loader_time: 0.0103 (0.010443099877164033)  --> TIME: 2025-05-12 12:04:47 -- STEP: 612/725 -- GLOBAL_STEP: 432900 | > loss_disc: 2.0704636573791504 (2.1950781536258135) | > loss_disc_real_0: 0.1150934025645256 (0.13376124194683195) | > loss_disc_real_1: 0.19305162131786346 (0.18926122743222448) | > loss_disc_real_2: 0.18192137777805328 (0.188744583185397) | > loss_disc_real_3: 0.22302557528018951 (0.20534293163640818) | > loss_disc_real_4: 0.1572045087814331 (0.19417368355237588) | > loss_disc_real_5: 0.18648843467235565 (0.20870190958668994) | > loss_0: 2.0704636573791504 (2.1950781536258135) | > grad_norm_0: tensor(33.1857, device='cuda:0') (tensor(22.7094, device='cuda:0')) | > loss_gen: 2.8347229957580566 (2.7761042071323794) | > loss_kl: 1.726149559020996 (1.7189377470343725) | > loss_feat: 9.019704818725586 (8.347071148990802) | > loss_mel: 13.335394859313965 (12.862183659684419) | > loss_duration: 1.5963536500930786 (1.6603164183937642) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.512325286865234 (27.364613199545666) | > grad_norm_1: tensor(164.2784, device='cuda:0') (tensor(362.8754, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8251 (0.86597809059168) | > loader_time: 0.0103 (0.010423327193540688)  --> TIME: 2025-05-12 12:05:31 -- STEP: 662/725 -- GLOBAL_STEP: 432950 | > loss_disc: 2.232180595397949 (2.195016403212648) | > loss_disc_real_0: 0.1587657928466797 (0.13370617683920616) | > loss_disc_real_1: 0.2029658704996109 (0.1893682173956917) | > loss_disc_real_2: 0.18657824397087097 (0.18887480523921207) | > loss_disc_real_3: 0.23970897495746613 (0.20555320704001306) | > loss_disc_real_4: 0.19638249278068542 (0.19398504112962509) | > loss_disc_real_5: 0.1935613602399826 (0.20873455723516898) | > loss_0: 2.232180595397949 (2.195016403212648) | > grad_norm_0: tensor(34.9170, device='cuda:0') (tensor(22.9737, device='cuda:0')) | > loss_gen: 2.5440785884857178 (2.7782490887310614) | > loss_kl: 1.7448910474777222 (1.7165340060914034) | > loss_feat: 8.086949348449707 (8.346879871950401) | > loss_mel: 12.688658714294434 (12.868736745367595) | > loss_duration: 1.685647964477539 (1.6606611112453427) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.750226974487305 (27.37106085255787) | > grad_norm_1: tensor(664.7404, device='cuda:0') (tensor(368.7279, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.875 (0.8654480934863364) | > loader_time: 0.0101 (0.010419504520035943)  --> TIME: 2025-05-12 12:06:15 -- STEP: 712/725 -- GLOBAL_STEP: 433000 | > loss_disc: 2.2827131748199463 (2.1967198969273096) | > loss_disc_real_0: 0.18531392514705658 (0.1339563284948301) | > loss_disc_real_1: 0.18101151287555695 (0.1894982187600618) | > loss_disc_real_2: 0.18235865235328674 (0.1889810101076793) | > loss_disc_real_3: 0.19611820578575134 (0.20555901611119165) | > loss_disc_real_4: 0.1999475359916687 (0.19411610885198866) | > loss_disc_real_5: 0.20693711936473846 (0.2087373322273574) | > loss_0: 2.2827131748199463 (2.1967198969273096) | > grad_norm_0: tensor(21.3880, device='cuda:0') (tensor(23.2481, device='cuda:0')) | > loss_gen: 2.669832468032837 (2.7782524161124513) | > loss_kl: 1.690771222114563 (1.7135655938574441) | > loss_feat: 7.294998645782471 (8.338532948761838) | > loss_mel: 12.217089653015137 (12.86619516169087) | > loss_duration: 1.6464476585388184 (1.6602361294325818) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.519140243530273 (27.356782283675805) | > grad_norm_1: tensor(312.7195, device='cuda:0') (tensor(372.3354, device='cuda:0')) | > current_lr_0: 0.00018710841386259265 | > current_lr_1: 0.00018710841386259265 | > step_time: 0.8276 (0.8655004615194342) | > loader_time: 0.01 (0.010408291655979798) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_433000.pth  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3353335857391357 (2.3353335857391357) | > loss_disc_real_0: 0.16637039184570312 (0.16637039184570312) | > loss_disc_real_1: 0.20446306467056274 (0.20446306467056274) | > loss_disc_real_2: 0.18966296315193176 (0.18966296315193176) | > loss_disc_real_3: 0.28755155205726624 (0.28755155205726624) | > loss_disc_real_4: 0.2859310209751129 (0.2859310209751129) | > loss_disc_real_5: 0.31775832176208496 (0.31775832176208496) | > loss_0: 2.3353335857391357 (2.3353335857391357) | > loss_gen: 2.9864330291748047 (2.9864330291748047) | > loss_kl: 2.241034984588623 (2.241034984588623) | > loss_feat: 8.119850158691406 (8.119850158691406) | > loss_mel: 13.423171043395996 (13.423171043395996) | > loss_duration: 1.7506933212280273 (1.7506933212280273) | > loss_1: 28.521183013916016 (28.521183013916016)  --> STEP: 1 | > loss_disc: 2.398146629333496 (2.398146629333496) | > loss_disc_real_0: 0.16344866156578064 (0.16344866156578064) | > loss_disc_real_1: 0.2178303748369217 (0.2178303748369217) | > loss_disc_real_2: 0.18902525305747986 (0.18902525305747986) | > loss_disc_real_3: 0.25998833775520325 (0.25998833775520325) | > loss_disc_real_4: 0.2784370481967926 (0.2784370481967926) | > loss_disc_real_5: 0.25881001353263855 (0.25881001353263855) | > loss_0: 2.398146629333496 (2.398146629333496) | > loss_gen: 2.6738088130950928 (2.6738088130950928) | > loss_kl: 2.181354284286499 (2.181354284286499) | > loss_feat: 6.3831281661987305 (6.3831281661987305) | > loss_mel: 11.478418350219727 (11.478418350219727) | > loss_duration: 1.8906885385513306 (1.8906885385513306) | > loss_1: 24.607397079467773 (24.607397079467773)  --> STEP: 2 | > loss_disc: 2.3185107707977295 (2.358328700065613) | > loss_disc_real_0: 0.15285184979438782 (0.15815025568008423) | > loss_disc_real_1: 0.22963939607143402 (0.22373488545417786) | > loss_disc_real_2: 0.18685059249401093 (0.1879379227757454) | > loss_disc_real_3: 0.27632686495780945 (0.26815760135650635) | > loss_disc_real_4: 0.2642959952354431 (0.27136652171611786) | > loss_disc_real_5: 0.2738032937049866 (0.26630665361881256) | > loss_0: 2.3185107707977295 (2.358328700065613) | > loss_gen: 2.8614444732666016 (2.767626643180847) | > loss_kl: 2.193981170654297 (2.187667727470398) | > loss_feat: 7.443356513977051 (6.913242340087891) | > loss_mel: 13.132705688476562 (12.305562019348145) | > loss_duration: 1.8881524801254272 (1.889420509338379) | > loss_1: 27.51963996887207 (26.063518524169922)  --> STEP: 3 | > loss_disc: 2.2834596633911133 (2.3333723545074463) | > loss_disc_real_0: 0.15567143261432648 (0.15732398132483164) | > loss_disc_real_1: 0.2261054515838623 (0.22452507416407266) | > loss_disc_real_2: 0.16117611527442932 (0.1790173202753067) | > loss_disc_real_3: 0.3245476186275482 (0.28695427378018695) | > loss_disc_real_4: 0.2920245826244354 (0.2782525420188904) | > loss_disc_real_5: 0.24503228068351746 (0.2592151959737142) | > loss_0: 2.2834596633911133 (2.3333723545074463) | > loss_gen: 3.025676965713501 (2.8536434173583984) | > loss_kl: 2.018857717514038 (2.1313977241516113) | > loss_feat: 8.191446304321289 (7.33931032816569) | > loss_mel: 13.742149353027344 (12.784424463907877) | > loss_duration: 1.860689640045166 (1.8798435529073079) | > loss_1: 28.83881950378418 (26.988618850708008)  --> STEP: 4 | > loss_disc: 2.3947548866271973 (2.348717987537384) | > loss_disc_real_0: 0.1688743382692337 (0.16021157056093216) | > loss_disc_real_1: 0.24941420555114746 (0.23074735701084137) | > loss_disc_real_2: 0.1861223578453064 (0.18079357966780663) | > loss_disc_real_3: 0.2996077537536621 (0.29011764377355576) | > loss_disc_real_4: 0.2546193599700928 (0.272344246506691) | > loss_disc_real_5: 0.23991084098815918 (0.25438910722732544) | > loss_0: 2.3947548866271973 (2.348717987537384) | > loss_gen: 2.7038674354553223 (2.8161994218826294) | > loss_kl: 2.0393736362457275 (2.1083917021751404) | > loss_feat: 7.117018222808838 (7.283737301826477) | > loss_mel: 11.953484535217285 (12.57668948173523) | > loss_duration: 1.7916154861450195 (1.8577865362167358) | > loss_1: 25.605358123779297 (26.64280366897583) --> EVAL PERFORMANCE | > avg_loader_time: 0.3285677433013916 (+0.000643610954284668) | > avg_loss_disc: 2.348717987537384 (+0.03527998924255371) | > avg_loss_disc_real_0: 0.16021157056093216 (-0.05978159233927727) | > avg_loss_disc_real_1: 0.23074735701084137 (+0.06752875447273254) | > avg_loss_disc_real_2: 0.18079357966780663 (-0.014604173600673676) | > avg_loss_disc_real_3: 0.29011764377355576 (+0.055929798632860184) | > avg_loss_disc_real_4: 0.272344246506691 (+0.04457864165306091) | > avg_loss_disc_real_5: 0.25438910722732544 (+0.002036396414041519) | > avg_loss_0: 2.348717987537384 (+0.03527998924255371) | > avg_loss_gen: 2.8161994218826294 (+0.07402247190475464) | > avg_loss_kl: 2.1083917021751404 (-0.10615646839141846) | > avg_loss_feat: 7.283737301826477 (-0.8357598781585693) | > avg_loss_mel: 12.57668948173523 (-1.085010290145874) | > avg_loss_duration: 1.8577865362167358 (+0.005573093891143799) | > avg_loss_1: 26.64280366897583 (-1.947331428527832)  > EPOCH: 534/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 12:06:35)   --> TIME: 2025-05-12 12:07:10 -- STEP: 37/725 -- GLOBAL_STEP: 433050 | > loss_disc: 2.1044607162475586 (2.224656904065931) | > loss_disc_real_0: 0.1267680823802948 (0.13421066266459386) | > loss_disc_real_1: 0.16567443311214447 (0.19316680407201922) | > loss_disc_real_2: 0.17152979969978333 (0.19083418032607516) | > loss_disc_real_3: 0.21721220016479492 (0.20741563753501788) | > loss_disc_real_4: 0.19401001930236816 (0.1962271562299213) | > loss_disc_real_5: 0.2199667990207672 (0.2138398607840409) | > loss_0: 2.1044607162475586 (2.224656904065931) | > grad_norm_0: tensor(33.4560, device='cuda:0') (tensor(21.9044, device='cuda:0')) | > loss_gen: 2.9540059566497803 (2.7132386645755253) | > loss_kl: 1.5737286806106567 (1.7220381562774245) | > loss_feat: 9.305853843688965 (8.015047021814294) | > loss_mel: 13.389297485351562 (12.43399833988499) | > loss_duration: 1.6516900062561035 (1.657748567091452) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.874574661254883 (26.54207074964369) | > grad_norm_1: tensor(577.1666, device='cuda:0') (tensor(346.9667, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8577 (0.8549424893147236) | > loader_time: 0.0112 (0.010391074257927973)  --> TIME: 2025-05-12 12:07:54 -- STEP: 87/725 -- GLOBAL_STEP: 433100 | > loss_disc: 2.224404811859131 (2.200660612391329) | > loss_disc_real_0: 0.18612970411777496 (0.1327849243735445) | > loss_disc_real_1: 0.195064514875412 (0.1899057866513044) | > loss_disc_real_2: 0.1911342740058899 (0.188518816027148) | > loss_disc_real_3: 0.18756496906280518 (0.2065202079970261) | > loss_disc_real_4: 0.19007273018360138 (0.19413506111194348) | > loss_disc_real_5: 0.20588034391403198 (0.21142803286683975) | > loss_0: 2.224404811859131 (2.200660612391329) | > grad_norm_0: tensor(41.2822, device='cuda:0') (tensor(20.0764, device='cuda:0')) | > loss_gen: 2.7670176029205322 (2.7368605520533413) | > loss_kl: 1.6400237083435059 (1.7120520986359695) | > loss_feat: 8.44758129119873 (8.209900258601397) | > loss_mel: 13.452860832214355 (12.723118979355384) | > loss_duration: 1.634429693222046 (1.6577566026271076) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.941913604736328 (27.03968854882251) | > grad_norm_1: tensor(593.8417, device='cuda:0') (tensor(318.4723, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8289 (0.8577531014365711) | > loader_time: 0.0103 (0.010294007158827508)  --> TIME: 2025-05-12 12:08:38 -- STEP: 137/725 -- GLOBAL_STEP: 433150 | > loss_disc: 2.2281672954559326 (2.199779641019166) | > loss_disc_real_0: 0.11221103370189667 (0.13253765335700804) | > loss_disc_real_1: 0.20155775547027588 (0.18935735045123278) | > loss_disc_real_2: 0.17719312012195587 (0.18881216993297104) | > loss_disc_real_3: 0.1695263385772705 (0.20611192993003957) | > loss_disc_real_4: 0.1804194450378418 (0.19478637371620122) | > loss_disc_real_5: 0.21003712713718414 (0.2104495329795963) | > loss_0: 2.2281672954559326 (2.199779641019166) | > grad_norm_0: tensor(62.4459, device='cuda:0') (tensor(21.2788, device='cuda:0')) | > loss_gen: 2.5891706943511963 (2.747098094355451) | > loss_kl: 1.753669261932373 (1.72674950108911) | > loss_feat: 7.739558696746826 (8.250467902552476) | > loss_mel: 12.001667976379395 (12.717489555804399) | > loss_duration: 1.6555825471878052 (1.6584386033733396) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.739648818969727 (27.10024368675956) | > grad_norm_1: tensor(222.0383, device='cuda:0') (tensor(339.4854, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.834 (0.8581944921590986) | > loader_time: 0.0091 (0.01028889635183515)  --> TIME: 2025-05-12 12:09:21 -- STEP: 187/725 -- GLOBAL_STEP: 433200 | > loss_disc: 2.0996181964874268 (2.1939511477628475) | > loss_disc_real_0: 0.10165911912918091 (0.1324229522105206) | > loss_disc_real_1: 0.15967051684856415 (0.18851182797057098) | > loss_disc_real_2: 0.17546246945858002 (0.1879625864685538) | > loss_disc_real_3: 0.15398739278316498 (0.20607726905435167) | > loss_disc_real_4: 0.16099700331687927 (0.1942909129641273) | > loss_disc_real_5: 0.19833306968212128 (0.2097425439300384) | > loss_0: 2.0996181964874268 (2.1939511477628475) | > grad_norm_0: tensor(15.4324, device='cuda:0') (tensor(21.6957, device='cuda:0')) | > loss_gen: 3.0410852432250977 (2.7619547231949597) | > loss_kl: 1.8095710277557373 (1.7296751323230763) | > loss_feat: 8.849017143249512 (8.32145612380084) | > loss_mel: 13.067501068115234 (12.794163178632596) | > loss_duration: 1.6666961908340454 (1.6594303967480988) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.433870315551758 (27.266679539399995) | > grad_norm_1: tensor(526.1868, device='cuda:0') (tensor(351.3331, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8557 (0.8573057919262564) | > loader_time: 0.0114 (0.010320275862586688)  --> TIME: 2025-05-12 12:10:05 -- STEP: 237/725 -- GLOBAL_STEP: 433250 | > loss_disc: 2.2919816970825195 (2.198106189317339) | > loss_disc_real_0: 0.15500351786613464 (0.1339806795497484) | > loss_disc_real_1: 0.1980515718460083 (0.1889718427059519) | > loss_disc_real_2: 0.1716020405292511 (0.18816762691057182) | > loss_disc_real_3: 0.22048184275627136 (0.2060569582609185) | > loss_disc_real_4: 0.23459754884243011 (0.19408922526152325) | > loss_disc_real_5: 0.2165140062570572 (0.2100128640228183) | > loss_0: 2.2919816970825195 (2.198106189317339) | > grad_norm_0: tensor(26.0368, device='cuda:0') (tensor(22.2279, device='cuda:0')) | > loss_gen: 2.751502275466919 (2.763599379656185) | > loss_kl: 1.9029096364974976 (1.7322952244352188) | > loss_feat: 7.886517524719238 (8.312938519168004) | > loss_mel: 12.927989959716797 (12.782718920003507) | > loss_duration: 1.643455982208252 (1.6596669144771268) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.112375259399414 (27.25121891649464) | > grad_norm_1: tensor(280.1109, device='cuda:0') (tensor(355.0011, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.835 (0.8577571730070477) | > loader_time: 0.0106 (0.010327294908998383)  --> TIME: 2025-05-12 12:10:48 -- STEP: 287/725 -- GLOBAL_STEP: 433300 | > loss_disc: 1.9819657802581787 (2.1987676271578143) | > loss_disc_real_0: 0.10626406222581863 (0.13369271263012902) | > loss_disc_real_1: 0.1498614251613617 (0.18927118483320757) | > loss_disc_real_2: 0.17313365638256073 (0.18849309427397593) | > loss_disc_real_3: 0.18559007346630096 (0.20588032169209128) | > loss_disc_real_4: 0.19588899612426758 (0.19387080948734944) | > loss_disc_real_5: 0.19407346844673157 (0.21011954125419313) | > loss_0: 1.9819657802581787 (2.1987676271578143) | > grad_norm_0: tensor(24.6169, device='cuda:0') (tensor(22.1498, device='cuda:0')) | > loss_gen: 3.1151247024536133 (2.7581421539758555) | > loss_kl: 1.549444556236267 (1.727577189535214) | > loss_feat: 9.942049026489258 (8.276379153288204) | > loss_mel: 14.008096694946289 (12.764136121663478) | > loss_duration: 1.6758824586868286 (1.6597386291218137) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.290597915649414 (27.18597323055467) | > grad_norm_1: tensor(544.3770, device='cuda:0') (tensor(355.7109, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.818 (0.8561540896053513) | > loader_time: 0.0097 (0.010293150612701522)  --> TIME: 2025-05-12 12:11:31 -- STEP: 337/725 -- GLOBAL_STEP: 433350 | > loss_disc: 2.0926451683044434 (2.197222455672764) | > loss_disc_real_0: 0.10029147565364838 (0.13324803091828827) | > loss_disc_real_1: 0.16859619319438934 (0.1889165191515969) | > loss_disc_real_2: 0.19473609328269958 (0.18810609482693036) | > loss_disc_real_3: 0.18916751444339752 (0.20567594282881796) | > loss_disc_real_4: 0.19003376364707947 (0.19374610001680043) | > loss_disc_real_5: 0.21194864809513092 (0.21075572546582547) | > loss_0: 2.0926451683044434 (2.197222455672764) | > grad_norm_0: tensor(13.3340, device='cuda:0') (tensor(22.1245, device='cuda:0')) | > loss_gen: 3.0223538875579834 (2.760989114155756) | > loss_kl: 1.5877946615219116 (1.7238215766957676) | > loss_feat: 9.280281066894531 (8.296109585804473) | > loss_mel: 13.284109115600586 (12.797652561516006) | > loss_duration: 1.661277413368225 (1.6593028745594647) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.8358154296875 (27.23787569221474) | > grad_norm_1: tensor(134.7150, device='cuda:0') (tensor(353.7482, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8711 (0.8557606344760702) | > loader_time: 0.0099 (0.01027898194174385)  --> TIME: 2025-05-12 12:12:15 -- STEP: 387/725 -- GLOBAL_STEP: 433400 | > loss_disc: 2.335768222808838 (2.196184861259557) | > loss_disc_real_0: 0.1744745820760727 (0.13350508620033574) | > loss_disc_real_1: 0.2179255336523056 (0.18851345404019945) | > loss_disc_real_2: 0.18101797997951508 (0.188016122394754) | > loss_disc_real_3: 0.19728587567806244 (0.2055143963458926) | > loss_disc_real_4: 0.17802636325359344 (0.19350286471135233) | > loss_disc_real_5: 0.23442792892456055 (0.2107587160605177) | > loss_0: 2.335768222808838 (2.196184861259557) | > grad_norm_0: tensor(18.0689, device='cuda:0') (tensor(21.7636, device='cuda:0')) | > loss_gen: 2.437765121459961 (2.7623540110674334) | > loss_kl: 1.7902721166610718 (1.722569574373329) | > loss_feat: 6.518375396728516 (8.305864194874923) | > loss_mel: 11.54312801361084 (12.812291978249558) | > loss_duration: 1.7305020093917847 (1.6596505722026185) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.020042419433594 (27.262730319986662) | > grad_norm_1: tensor(255.7654, device='cuda:0') (tensor(347.6032, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.869 (0.8566675543477061) | > loader_time: 0.0097 (0.01025184550026591)  --> TIME: 2025-05-12 12:12:58 -- STEP: 437/725 -- GLOBAL_STEP: 433450 | > loss_disc: 2.1144556999206543 (2.195068928688012) | > loss_disc_real_0: 0.10512882471084595 (0.133851039805183) | > loss_disc_real_1: 0.1678514927625656 (0.1883590410653185) | > loss_disc_real_2: 0.17130360007286072 (0.187737689752055) | > loss_disc_real_3: 0.20259831845760345 (0.20541463812783325) | > loss_disc_real_4: 0.20661631226539612 (0.1934034138645132) | > loss_disc_real_5: 0.20915396511554718 (0.21033507902644047) | > loss_0: 2.1144556999206543 (2.195068928688012) | > grad_norm_0: tensor(29.2149, device='cuda:0') (tensor(21.8645, device='cuda:0')) | > loss_gen: 2.8964309692382812 (2.766998148619175) | > loss_kl: 1.7650980949401855 (1.7198167673783116) | > loss_feat: 8.48642635345459 (8.318064045851505) | > loss_mel: 13.057010650634766 (12.833789923643899) | > loss_duration: 1.6405327320098877 (1.6594239956181436) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.84549903869629 (27.298092887930792) | > grad_norm_1: tensor(440.5799, device='cuda:0') (tensor(347.0053, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8794 (0.8556914656876972) | > loader_time: 0.0099 (0.010207950386902835)  --> TIME: 2025-05-12 12:13:42 -- STEP: 487/725 -- GLOBAL_STEP: 433500 | > loss_disc: 2.0790600776672363 (2.195179611505667) | > loss_disc_real_0: 0.11725427210330963 (0.13374968654871958) | > loss_disc_real_1: 0.17959216237068176 (0.18862764699503126) | > loss_disc_real_2: 0.19047881662845612 (0.1879646775046903) | > loss_disc_real_3: 0.18746213614940643 (0.2052644451112473) | > loss_disc_real_4: 0.1554410308599472 (0.19329036463212668) | > loss_disc_real_5: 0.17150196433067322 (0.21010261706747804) | > loss_0: 2.0790600776672363 (2.195179611505667) | > grad_norm_0: tensor(6.6392, device='cuda:0') (tensor(21.7624, device='cuda:0')) | > loss_gen: 2.9076738357543945 (2.7690444119901882) | > loss_kl: 1.7383538484573364 (1.7201916388172878) | > loss_feat: 8.793578147888184 (8.307705490496115) | > loss_mel: 14.208039283752441 (12.832390370065424) | > loss_duration: 1.6328305006027222 (1.6595438234125564) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.280473709106445 (27.288875756077697) | > grad_norm_1: tensor(185.1360, device='cuda:0') (tensor(348.7550, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8302 (0.8556951913500713) | > loader_time: 0.0095 (0.010213881792229061)  --> TIME: 2025-05-12 12:14:26 -- STEP: 537/725 -- GLOBAL_STEP: 433550 | > loss_disc: 2.271176815032959 (2.1973720615802512) | > loss_disc_real_0: 0.14017058908939362 (0.13446986296489907) | > loss_disc_real_1: 0.21506930887699127 (0.18859944771454976) | > loss_disc_real_2: 0.18932688236236572 (0.18788796663284302) | > loss_disc_real_3: 0.21843291819095612 (0.20536837506227656) | > loss_disc_real_4: 0.1990688592195511 (0.19354228667040768) | > loss_disc_real_5: 0.20615458488464355 (0.2100908913037408) | > loss_0: 2.271176815032959 (2.1973720615802512) | > grad_norm_0: tensor(31.7562, device='cuda:0') (tensor(21.8609, device='cuda:0')) | > loss_gen: 2.6781327724456787 (2.767259813553795) | > loss_kl: 1.5856709480285645 (1.7185377746098978) | > loss_feat: 7.58639669418335 (8.295310887100523) | > loss_mel: 12.237550735473633 (12.82383323292936) | > loss_duration: 1.6634869575500488 (1.659985187111398) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.751237869262695 (27.26492691750411) | > grad_norm_1: tensor(262.3717, device='cuda:0') (tensor(350.3354, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8463 (0.8559175545498868) | > loader_time: 0.0095 (0.01022075274803119)  --> TIME: 2025-05-12 12:15:09 -- STEP: 587/725 -- GLOBAL_STEP: 433600 | > loss_disc: 2.180405616760254 (2.1980203081436405) | > loss_disc_real_0: 0.12714195251464844 (0.13455139540986252) | > loss_disc_real_1: 0.2113206386566162 (0.18895764351906524) | > loss_disc_real_2: 0.18592116236686707 (0.1878254469452359) | > loss_disc_real_3: 0.19766956567764282 (0.20531695527762328) | > loss_disc_real_4: 0.21482832729816437 (0.19325172898615026) | > loss_disc_real_5: 0.1972561478614807 (0.210305065119693) | > loss_0: 2.180405616760254 (2.1980203081436405) | > grad_norm_0: tensor(20.9172, device='cuda:0') (tensor(21.5405, device='cuda:0')) | > loss_gen: 2.872502565383911 (2.7659598087330277) | > loss_kl: 1.7069669961929321 (1.7199138201887394) | > loss_feat: 8.063295364379883 (8.29948241056737) | > loss_mel: 12.245134353637695 (12.814670346664604) | > loss_duration: 1.6563720703125 (1.6594698360059696) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.54427146911621 (27.259496240437137) | > grad_norm_1: tensor(466.3365, device='cuda:0') (tensor(346.8493, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8604 (0.8556462491797429) | > loader_time: 0.0107 (0.010208466593207859)  --> TIME: 2025-05-12 12:15:52 -- STEP: 637/725 -- GLOBAL_STEP: 433650 | > loss_disc: 2.282768487930298 (2.1996588394443495) | > loss_disc_real_0: 0.15303875505924225 (0.13489046469447732) | > loss_disc_real_1: 0.1859736442565918 (0.18909157744756488) | > loss_disc_real_2: 0.1978762149810791 (0.18811375950718964) | > loss_disc_real_3: 0.2148173302412033 (0.20537208380934965) | > loss_disc_real_4: 0.2094646692276001 (0.19340688123527067) | > loss_disc_real_5: 0.20074141025543213 (0.21019794809481418) | > loss_0: 2.282768487930298 (2.1996588394443495) | > grad_norm_0: tensor(12.7608, device='cuda:0') (tensor(21.3153, device='cuda:0')) | > loss_gen: 2.65594482421875 (2.7641114024576976) | > loss_kl: 1.7894436120986938 (1.721835238405823) | > loss_feat: 7.382139205932617 (8.285165434168109) | > loss_mel: 11.508485794067383 (12.814046163573929) | > loss_duration: 1.6436641216278076 (1.6592228899196702) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.979677200317383 (27.24438115154368) | > grad_norm_1: tensor(312.8988, device='cuda:0') (tensor(344.1223, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8412 (0.8552973551128876) | > loader_time: 0.0097 (0.010214019981995111)  --> TIME: 2025-05-12 12:16:36 -- STEP: 687/725 -- GLOBAL_STEP: 433700 | > loss_disc: 2.284975528717041 (2.200064982736302) | > loss_disc_real_0: 0.15334539115428925 (0.13503742826427417) | > loss_disc_real_1: 0.21130076050758362 (0.18915702016506306) | > loss_disc_real_2: 0.22655123472213745 (0.18829150684449003) | > loss_disc_real_3: 0.18305803835391998 (0.20530342945105132) | > loss_disc_real_4: 0.1623457819223404 (0.19345838195892384) | > loss_disc_real_5: 0.20105025172233582 (0.2101879053067259) | > loss_0: 2.284975528717041 (2.200064982736302) | > grad_norm_0: tensor(18.3408, device='cuda:0') (tensor(21.2602, device='cuda:0')) | > loss_gen: 2.7089366912841797 (2.7652656521859633) | > loss_kl: 1.688591718673706 (1.7213513689790747) | > loss_feat: 7.297096252441406 (8.28668524049426) | > loss_mel: 12.216651916503906 (12.828064982373986) | > loss_duration: 1.6723313331604004 (1.6593057243411025) | > amp_scaler: 512.0 (267.17903930131007) | > loss_1: 25.583606719970703 (27.26067299266743) | > grad_norm_1: tensor(293.3035, device='cuda:0') (tensor(344.4675, device='cuda:0')) | > current_lr_0: 0.0001870850253108598 | > current_lr_1: 0.0001870850253108598 | > step_time: 0.8668 (0.8549101547035765) | > loader_time: 0.0102 (0.010209728016082895)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3460028171539307 (2.3460028171539307) | > loss_disc_real_0: 0.14871326088905334 (0.14871326088905334) | > loss_disc_real_1: 0.18608930706977844 (0.18608930706977844) | > loss_disc_real_2: 0.2678697407245636 (0.2678697407245636) | > loss_disc_real_3: 0.22525332868099213 (0.22525332868099213) | > loss_disc_real_4: 0.252148300409317 (0.252148300409317) | > loss_disc_real_5: 0.26058855652809143 (0.26058855652809143) | > loss_0: 2.3460028171539307 (2.3460028171539307) | > loss_gen: 2.8341445922851562 (2.8341445922851562) | > loss_kl: 2.124014139175415 (2.124014139175415) | > loss_feat: 7.731131553649902 (7.731131553649902) | > loss_mel: 12.726268768310547 (12.726268768310547) | > loss_duration: 1.7453426122665405 (1.7453426122665405) | > loss_1: 27.160900115966797 (27.160900115966797)  --> STEP: 1 | > loss_disc: 2.303408622741699 (2.303408622741699) | > loss_disc_real_0: 0.13843780755996704 (0.13843780755996704) | > loss_disc_real_1: 0.17898885905742645 (0.17898885905742645) | > loss_disc_real_2: 0.27978572249412537 (0.27978572249412537) | > loss_disc_real_3: 0.2509790062904358 (0.2509790062904358) | > loss_disc_real_4: 0.24709273874759674 (0.24709273874759674) | > loss_disc_real_5: 0.2600003778934479 (0.2600003778934479) | > loss_0: 2.303408622741699 (2.303408622741699) | > loss_gen: 2.915379524230957 (2.915379524230957) | > loss_kl: 2.1618235111236572 (2.1618235111236572) | > loss_feat: 8.089710235595703 (8.089710235595703) | > loss_mel: 14.025136947631836 (14.025136947631836) | > loss_duration: 1.90101957321167 (1.90101957321167) | > loss_1: 29.09307098388672 (29.09307098388672)  --> STEP: 2 | > loss_disc: 2.3171281814575195 (2.3102684020996094) | > loss_disc_real_0: 0.14585372805595398 (0.1421457678079605) | > loss_disc_real_1: 0.17429202795028687 (0.17664044350385666) | > loss_disc_real_2: 0.22773046791553497 (0.25375809520483017) | > loss_disc_real_3: 0.2468237280845642 (0.2489013671875) | > loss_disc_real_4: 0.2420901209115982 (0.24459142982959747) | > loss_disc_real_5: 0.23905956745147705 (0.24952997267246246) | > loss_0: 2.3171281814575195 (2.3102684020996094) | > loss_gen: 2.7294857501983643 (2.8224326372146606) | > loss_kl: 2.0427823066711426 (2.1023029088974) | > loss_feat: 7.66062068939209 (7.8751654624938965) | > loss_mel: 13.116455078125 (13.570796012878418) | > loss_duration: 1.8930110931396484 (1.8970153331756592) | > loss_1: 27.44235610961914 (28.26771354675293)  --> STEP: 3 | > loss_disc: 2.3152878284454346 (2.3119415442148843) | > loss_disc_real_0: 0.14273914694786072 (0.1423435608545939) | > loss_disc_real_1: 0.1963973045349121 (0.1832260638475418) | > loss_disc_real_2: 0.24289186298847198 (0.25013601779937744) | > loss_disc_real_3: 0.251790314912796 (0.24986434976259866) | > loss_disc_real_4: 0.23392155766487122 (0.24103480577468872) | > loss_disc_real_5: 0.2341555505990982 (0.24440516531467438) | > loss_0: 2.3152878284454346 (2.3119415442148843) | > loss_gen: 2.7642202377319336 (2.8030285040537515) | > loss_kl: 2.1487536430358887 (2.117786486943563) | > loss_feat: 7.737878799438477 (7.829403241475423) | > loss_mel: 12.386117935180664 (13.1759033203125) | > loss_duration: 1.8545808792114258 (1.8828705151875813) | > loss_1: 26.891551971435547 (27.808993021647137)  --> STEP: 4 | > loss_disc: 2.1038246154785156 (2.2599123120307922) | > loss_disc_real_0: 0.10292565822601318 (0.13248908519744873) | > loss_disc_real_1: 0.18254591524600983 (0.1830560266971588) | > loss_disc_real_2: 0.2368406057357788 (0.24681216478347778) | > loss_disc_real_3: 0.2198243886232376 (0.2423543594777584) | > loss_disc_real_4: 0.2628202438354492 (0.24648116528987885) | > loss_disc_real_5: 0.25874942541122437 (0.24799123033881187) | > loss_0: 2.1038246154785156 (2.2599123120307922) | > loss_gen: 3.278310537338257 (2.921849012374878) | > loss_kl: 1.9072049856185913 (2.06514111161232) | > loss_feat: 10.350496292114258 (8.459676504135132) | > loss_mel: 14.879047393798828 (13.601689338684082) | > loss_duration: 1.8032866716384888 (1.8629745543003082) | > loss_1: 32.218345642089844 (28.911331176757812) --> EVAL PERFORMANCE | > avg_loader_time: 0.3464750647544861 (+0.017907321453094482) | > avg_loss_disc: 2.2599123120307922 (-0.0888056755065918) | > avg_loss_disc_real_0: 0.13248908519744873 (-0.02772248536348343) | > avg_loss_disc_real_1: 0.1830560266971588 (-0.047691330313682556) | > avg_loss_disc_real_2: 0.24681216478347778 (+0.06601858511567116) | > avg_loss_disc_real_3: 0.2423543594777584 (-0.04776328429579735) | > avg_loss_disc_real_4: 0.24648116528987885 (-0.025863081216812134) | > avg_loss_disc_real_5: 0.24799123033881187 (-0.006397876888513565) | > avg_loss_0: 2.2599123120307922 (-0.0888056755065918) | > avg_loss_gen: 2.921849012374878 (+0.10564959049224854) | > avg_loss_kl: 2.06514111161232 (-0.043250590562820435) | > avg_loss_feat: 8.459676504135132 (+1.1759392023086548) | > avg_loss_mel: 13.601689338684082 (+1.0249998569488525) | > avg_loss_duration: 1.8629745543003082 (+0.005188018083572388) | > avg_loss_1: 28.911331176757812 (+2.2685275077819824)  > EPOCH: 535/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 12:17:15)   --> TIME: 2025-05-12 12:17:28 -- STEP: 12/725 -- GLOBAL_STEP: 433750 | > loss_disc: 2.2017457485198975 (2.207618514696757) | > loss_disc_real_0: 0.1542655974626541 (0.13822956817845505) | > loss_disc_real_1: 0.20676536858081818 (0.19348879779378572) | > loss_disc_real_2: 0.1863248348236084 (0.18792204186320305) | > loss_disc_real_3: 0.2009030431509018 (0.20614054799079895) | > loss_disc_real_4: 0.21484865248203278 (0.19362319881717363) | > loss_disc_real_5: 0.20908065140247345 (0.21291810646653175) | > loss_0: 2.2017457485198975 (2.207618514696757) | > grad_norm_0: tensor(39.4083, device='cuda:0') (tensor(19.2294, device='cuda:0')) | > loss_gen: 2.718817949295044 (2.7205724716186523) | > loss_kl: 1.8502193689346313 (1.7705611089865367) | > loss_feat: 8.065200805664062 (8.100793679555258) | > loss_mel: 13.487282752990723 (12.828506310780844) | > loss_duration: 1.6733351945877075 (1.660887489716212) | > amp_scaler: 512.0 (512.0) | > loss_1: 27.794857025146484 (27.081321239471436) | > grad_norm_1: tensor(417.5650, device='cuda:0') (tensor(297.7001, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8501 (0.8485568563143412) | > loader_time: 0.0106 (0.01198748747507731)  --> TIME: 2025-05-12 12:18:12 -- STEP: 62/725 -- GLOBAL_STEP: 433800 | > loss_disc: 2.1444878578186035 (2.1989873493871386) | > loss_disc_real_0: 0.12302765250205994 (0.13510641852213487) | > loss_disc_real_1: 0.17887303233146667 (0.19060783544855733) | > loss_disc_real_2: 0.19543935358524323 (0.1863266792028181) | > loss_disc_real_3: 0.21126355230808258 (0.20360882051529422) | > loss_disc_real_4: 0.19918163120746613 (0.19438855590358858) | > loss_disc_real_5: 0.17848943173885345 (0.210339117434717) | > loss_0: 2.1444878578186035 (2.1989873493871386) | > grad_norm_0: tensor(16.0631, device='cuda:0') (tensor(19.9431, device='cuda:0')) | > loss_gen: 2.76102614402771 (2.753654941435783) | > loss_kl: 1.7011548280715942 (1.7396152000273428) | > loss_feat: 8.552475929260254 (8.290005260898221) | > loss_mel: 13.996926307678223 (12.829932397411717) | > loss_duration: 1.698001742362976 (1.6564144453694742) | > amp_scaler: 512.0 (512.0) | > loss_1: 28.709585189819336 (27.269622372042747) | > grad_norm_1: tensor(192.9864, device='cuda:0') (tensor(320.8868, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8653 (0.8629756012270527) | > loader_time: 0.0096 (0.010675257252108664)  --> TIME: 2025-05-12 12:18:56 -- STEP: 112/725 -- GLOBAL_STEP: 433850 | > loss_disc: 2.1454644203186035 (2.1982372317995345) | > loss_disc_real_0: 0.11787676066160202 (0.1341296610023294) | > loss_disc_real_1: 0.20400625467300415 (0.19064199498721535) | > loss_disc_real_2: 0.1907949596643448 (0.18719877342560462) | > loss_disc_real_3: 0.16750016808509827 (0.2036544316049133) | > loss_disc_real_4: 0.1635117381811142 (0.19422753527760506) | > loss_disc_real_5: 0.22206327319145203 (0.20973552923117364) | > loss_0: 2.1454644203186035 (2.1982372317995345) | > grad_norm_0: tensor(25.4289, device='cuda:0') (tensor(22.5301, device='cuda:0')) | > loss_gen: 2.678373336791992 (2.766229778528213) | > loss_kl: 1.5705265998840332 (1.7222722417541914) | > loss_feat: 8.350951194763184 (8.318826147488181) | > loss_mel: 12.519981384277344 (12.881579714162012) | > loss_duration: 1.6489112377166748 (1.6596249171665736) | > amp_scaler: 512.0 (512.0) | > loss_1: 26.76874351501465 (27.348532966205056) | > grad_norm_1: tensor(556.2168, device='cuda:0') (tensor(355.3503, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8381 (0.8643934428691864) | > loader_time: 0.0104 (0.010515564254352025)  --> TIME: 2025-05-12 12:19:40 -- STEP: 162/725 -- GLOBAL_STEP: 433900 | > loss_disc: 2.2836437225341797 (2.1986603471967907) | > loss_disc_real_0: 0.13508476316928864 (0.1346803554046301) | > loss_disc_real_1: 0.2059442549943924 (0.18961462626854583) | > loss_disc_real_2: 0.19824720919132233 (0.1864882092233057) | > loss_disc_real_3: 0.18044789135456085 (0.20388101924348762) | > loss_disc_real_4: 0.18222369253635406 (0.19466722765822467) | > loss_disc_real_5: 0.21294113993644714 (0.21009120197943698) | > loss_0: 2.2836437225341797 (2.1986603471967907) | > grad_norm_0: tensor(17.1942, device='cuda:0') (tensor(21.6415, device='cuda:0')) | > loss_gen: 2.5650954246520996 (2.7638453966305576) | > loss_kl: 1.6872327327728271 (1.7185047975292915) | > loss_feat: 7.344662189483643 (8.309464722503847) | > loss_mel: 12.396123886108398 (12.884223054956513) | > loss_duration: 1.6118065118789673 (1.6596406595206554) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.604921340942383 (27.3356787952376) | > grad_norm_1: tensor(248.8415, device='cuda:0') (tensor(342.9645, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8573 (0.865857434861454) | > loader_time: 0.0106 (0.010433918164100173)  --> TIME: 2025-05-12 12:20:25 -- STEP: 212/725 -- GLOBAL_STEP: 433950 | > loss_disc: 2.163100004196167 (2.197718848597329) | > loss_disc_real_0: 0.1604468822479248 (0.13495223427999692) | > loss_disc_real_1: 0.18845243752002716 (0.1892623244169748) | > loss_disc_real_2: 0.21047045290470123 (0.18722357453321511) | > loss_disc_real_3: 0.19125591218471527 (0.20445846063348483) | > loss_disc_real_4: 0.24435311555862427 (0.1947120783042233) | > loss_disc_real_5: 0.20489254593849182 (0.21000431948956452) | > loss_0: 2.163100004196167 (2.197718848597329) | > grad_norm_0: tensor(25.2897, device='cuda:0') (tensor(20.7638, device='cuda:0')) | > loss_gen: 2.8248183727264404 (2.760967767463539) | > loss_kl: 1.5857423543930054 (1.7230620440447109) | > loss_feat: 9.065338134765625 (8.308925079849532) | > loss_mel: 13.93933391571045 (12.858721454188514) | > loss_duration: 1.651798963546753 (1.6601716921014606) | > amp_scaler: 512.0 (512.0) | > loss_1: 29.06702995300293 (27.311848208589375) | > grad_norm_1: tensor(423.6838, device='cuda:0') (tensor(326.4341, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8678 (0.867070920062515) | > loader_time: 0.0098 (0.010379225577948228)  --> TIME: 2025-05-12 12:21:08 -- STEP: 262/725 -- GLOBAL_STEP: 434000 | > loss_disc: 2.309072971343994 (2.197392176125797) | > loss_disc_real_0: 0.18535354733467102 (0.13486052091226305) | > loss_disc_real_1: 0.2032381296157837 (0.18946934735956994) | > loss_disc_real_2: 0.20283079147338867 (0.18758297643361202) | > loss_disc_real_3: 0.18853804469108582 (0.20436402478518376) | > loss_disc_real_4: 0.1859157830476761 (0.1944831127997573) | > loss_disc_real_5: 0.22508034110069275 (0.20934357641989948) | > loss_0: 2.309072971343994 (2.197392176125797) | > grad_norm_0: tensor(33.0800, device='cuda:0') (tensor(20.6251, device='cuda:0')) | > loss_gen: 2.6206376552581787 (2.763980840908661) | > loss_kl: 1.7735129594802856 (1.7199509143829348) | > loss_feat: 7.407928943634033 (8.323397405274955) | > loss_mel: 11.75876522064209 (12.878639905507331) | > loss_duration: 1.6633291244506836 (1.660727410371067) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.22417449951172 (27.34669664979891) | > grad_norm_1: tensor(132.7747, device='cuda:0') (tensor(325.4488, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.9085 (0.8655662627620552) | > loader_time: 0.0102 (0.010324242460818691) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_434000.pth  --> TIME: 2025-05-12 12:21:55 -- STEP: 312/725 -- GLOBAL_STEP: 434050 | > loss_disc: 2.1857943534851074 (2.1964537279728122) | > loss_disc_real_0: 0.12792082130908966 (0.13458989797016735) | > loss_disc_real_1: 0.1935775727033615 (0.1894566130657227) | > loss_disc_real_2: 0.18665337562561035 (0.18740743475082589) | > loss_disc_real_3: 0.22432495653629303 (0.20439033606686657) | > loss_disc_real_4: 0.1696685403585434 (0.19408315630295345) | > loss_disc_real_5: 0.22853924334049225 (0.20952521321865228) | > loss_0: 2.1857943534851074 (2.1964537279728122) | > grad_norm_0: tensor(8.5850, device='cuda:0') (tensor(19.9921, device='cuda:0')) | > loss_gen: 2.71899151802063 (2.762454977402321) | > loss_kl: 1.7214374542236328 (1.720344609557054) | > loss_feat: 8.148198127746582 (8.318034075773683) | > loss_mel: 12.492411613464355 (12.880175627194918) | > loss_duration: 1.671365737915039 (1.6597539511246562) | > amp_scaler: 512.0 (512.0) | > loss_1: 26.752405166625977 (27.340763391592564) | > grad_norm_1: tensor(119.8285, device='cuda:0') (tensor(318.5208, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8563 (0.8650263761862732) | > loader_time: 0.0122 (0.010308325290679933)  --> TIME: 2025-05-12 12:22:39 -- STEP: 362/725 -- GLOBAL_STEP: 434100 | > loss_disc: 2.2102291584014893 (2.1968048438841468) | > loss_disc_real_0: 0.133302241563797 (0.13493102877426533) | > loss_disc_real_1: 0.21388092637062073 (0.1894418114785991) | > loss_disc_real_2: 0.2068590372800827 (0.18726801777577548) | > loss_disc_real_3: 0.19423450529575348 (0.20397630881374057) | > loss_disc_real_4: 0.17240190505981445 (0.19386094096451176) | > loss_disc_real_5: 0.20147237181663513 (0.20960095631812817) | > loss_0: 2.2102291584014893 (2.1968048438841468) | > grad_norm_0: tensor(16.5677, device='cuda:0') (tensor(19.1982, device='cuda:0')) | > loss_gen: 2.671412706375122 (2.7586947053835535) | > loss_kl: 1.6944787502288818 (1.7188592319330458) | > loss_feat: 8.000925064086914 (8.309823316763783) | > loss_mel: 11.469512939453125 (12.863631446058578) | > loss_duration: 1.601388931274414 (1.6586914078965376) | > amp_scaler: 512.0 (512.0) | > loss_1: 25.437719345092773 (27.30970024930838) | > grad_norm_1: tensor(281.2113, device='cuda:0') (tensor(300.7509, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.85 (0.8654950455407413) | > loader_time: 0.0101 (0.010272817058457855)  --> TIME: 2025-05-12 12:23:23 -- STEP: 412/725 -- GLOBAL_STEP: 434150 | > loss_disc: 2.2065699100494385 (2.195390217223213) | > loss_disc_real_0: 0.17218688130378723 (0.13461447832653803) | > loss_disc_real_1: 0.19615980982780457 (0.1893585201678346) | > loss_disc_real_2: 0.2071295827627182 (0.18710624430220119) | > loss_disc_real_3: 0.1974710375070572 (0.2039018363049887) | > loss_disc_real_4: 0.21668560802936554 (0.19359125569462776) | > loss_disc_real_5: 0.21567091345787048 (0.20955569669604301) | > loss_0: 2.2065699100494385 (2.195390217223213) | > grad_norm_0: tensor(20.5518, device='cuda:0') (tensor(19.1573, device='cuda:0')) | > loss_gen: 2.765955686569214 (2.762990925497222) | > loss_kl: 1.805838942527771 (1.7198816630446796) | > loss_feat: 7.952558994293213 (8.319041798415704) | > loss_mel: 12.478867530822754 (12.881891921885963) | > loss_duration: 1.6692752838134766 (1.6588370562757107) | > amp_scaler: 512.0 (512.0) | > loss_1: 26.672496795654297 (27.34264347391221) | > grad_norm_1: tensor(394.7289, device='cuda:0') (tensor(302.8521, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.878 (0.8658252844532718) | > loader_time: 0.0097 (0.01027030967971654)  --> TIME: 2025-05-12 12:24:07 -- STEP: 462/725 -- GLOBAL_STEP: 434200 | > loss_disc: 2.0824403762817383 (2.195289257026854) | > loss_disc_real_0: 0.12360406666994095 (0.1346872950948418) | > loss_disc_real_1: 0.18060283362865448 (0.18943472374311263) | > loss_disc_real_2: 0.19509826600551605 (0.1872186867189615) | > loss_disc_real_3: 0.22179438173770905 (0.2038082920047112) | > loss_disc_real_4: 0.14479376375675201 (0.19340856644240292) | > loss_disc_real_5: 0.17975449562072754 (0.2093573280033611) | > loss_0: 2.0824403762817383 (2.195289257026854) | > grad_norm_0: tensor(12.9704, device='cuda:0') (tensor(19.7526, device='cuda:0')) | > loss_gen: 3.096024513244629 (2.7681642187622204) | > loss_kl: 1.6129919290542603 (1.7182221028195832) | > loss_feat: 8.566801071166992 (8.319712744130722) | > loss_mel: 13.540569305419922 (12.878285837379885) | > loss_duration: 1.675879716873169 (1.658781314825083) | > amp_scaler: 256.0 (498.1471861471861) | > loss_1: 28.492267608642578 (27.343166285262996) | > grad_norm_1: tensor(481.7587, device='cuda:0') (tensor(311.8719, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8213 (0.8649915802530397) | > loader_time: 0.01 (0.010242864683076936)  --> TIME: 2025-05-12 12:24:51 -- STEP: 512/725 -- GLOBAL_STEP: 434250 | > loss_disc: 2.1751365661621094 (2.195504298899322) | > loss_disc_real_0: 0.1313500553369522 (0.13484664667339522) | > loss_disc_real_1: 0.18251100182533264 (0.18934310125769122) | > loss_disc_real_2: 0.19458279013633728 (0.18728490432840783) | > loss_disc_real_3: 0.18631049990653992 (0.2039586050086655) | > loss_disc_real_4: 0.18000060319900513 (0.19333794264821336) | > loss_disc_real_5: 0.20235303044319153 (0.20954289776273072) | > loss_0: 2.1751365661621094 (2.195504298899322) | > grad_norm_0: tensor(8.0855, device='cuda:0') (tensor(20.0589, device='cuda:0')) | > loss_gen: 2.763026237487793 (2.7689466099254787) | > loss_kl: 1.9841278791427612 (1.7227626154199243) | > loss_feat: 8.215288162231445 (8.322942710481593) | > loss_mel: 13.20670223236084 (12.885623892769217) | > loss_duration: 1.597845435142517 (1.6593819011468443) | > amp_scaler: 256.0 (474.5) | > loss_1: 27.76698875427246 (27.359657790511847) | > grad_norm_1: tensor(101.3060, device='cuda:0') (tensor(317.9211, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8606 (0.8648421978577973) | > loader_time: 0.0109 (0.010264544282108549)  --> TIME: 2025-05-12 12:25:34 -- STEP: 562/725 -- GLOBAL_STEP: 434300 | > loss_disc: 2.2824535369873047 (2.197462280025685) | > loss_disc_real_0: 0.1187509298324585 (0.13509914594506872) | > loss_disc_real_1: 0.19520632922649384 (0.1894949608585165) | > loss_disc_real_2: 0.1714293360710144 (0.18749870982988884) | > loss_disc_real_3: 0.2046957165002823 (0.20405839990784688) | > loss_disc_real_4: 0.19732919335365295 (0.19350422399111908) | > loss_disc_real_5: 0.21824830770492554 (0.20974090048426844) | > loss_0: 2.2824535369873047 (2.197462280025685) | > grad_norm_0: tensor(18.2498, device='cuda:0') (tensor(20.2966, device='cuda:0')) | > loss_gen: 2.662907361984253 (2.7661579406134176) | > loss_kl: 1.7374249696731567 (1.7245276829101863) | > loss_feat: 6.972545623779297 (8.312578313291292) | > loss_mel: 11.075020790100098 (12.86958395968128) | > loss_duration: 1.6356102228164673 (1.6590010873787768) | > amp_scaler: 256.0 (455.0604982206406) | > loss_1: 24.08350944519043 (27.331849030328385) | > grad_norm_1: tensor(254.8564, device='cuda:0') (tensor(321.6892, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.9178 (0.8646192003399451) | > loader_time: 0.0098 (0.010234992699266754)  --> TIME: 2025-05-12 12:26:19 -- STEP: 612/725 -- GLOBAL_STEP: 434350 | > loss_disc: 2.273735761642456 (2.198578217839882) | > loss_disc_real_0: 0.16675305366516113 (0.13524161124589776) | > loss_disc_real_1: 0.2016199231147766 (0.18960150599090103) | > loss_disc_real_2: 0.19628392159938812 (0.18747007026294488) | > loss_disc_real_3: 0.17772158980369568 (0.20401318741390126) | > loss_disc_real_4: 0.1951279491186142 (0.19364058647572605) | > loss_disc_real_5: 0.24952471256256104 (0.21011101564063764) | > loss_0: 2.273735761642456 (2.198578217839882) | > grad_norm_0: tensor(16.3790, device='cuda:0') (tensor(19.9700, device='cuda:0')) | > loss_gen: 2.67518949508667 (2.763805674961191) | > loss_kl: 1.699312448501587 (1.7249626556253126) | > loss_feat: 7.588354587554932 (8.305693645103313) | > loss_mel: 12.475306510925293 (12.870398004070601) | > loss_duration: 1.6034833192825317 (1.658619618493746) | > amp_scaler: 256.0 (438.797385620915) | > loss_1: 26.04164695739746 (27.3234796274721) | > grad_norm_1: tensor(97.0775, device='cuda:0') (tensor(310.3533, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8236 (0.86567657796386) | > loader_time: 0.0096 (0.01021722368165559)  --> TIME: 2025-05-12 12:27:03 -- STEP: 662/725 -- GLOBAL_STEP: 434400 | > loss_disc: 2.1325104236602783 (2.1985795656359803) | > loss_disc_real_0: 0.08188515901565552 (0.1354527015160216) | > loss_disc_real_1: 0.20447035133838654 (0.18954680191516157) | > loss_disc_real_2: 0.17105670273303986 (0.18743502877630136) | > loss_disc_real_3: 0.21197408437728882 (0.20393096817674233) | > loss_disc_real_4: 0.19683928787708282 (0.19357106442988098) | > loss_disc_real_5: 0.20388124883174896 (0.2100685194494863) | > loss_0: 2.1325104236602783 (2.1985795656359803) | > grad_norm_0: tensor(25.1427, device='cuda:0') (tensor(20.0469, device='cuda:0')) | > loss_gen: 3.0376367568969727 (2.7658266351302236) | > loss_kl: 1.7241140604019165 (1.7258974020214604) | > loss_feat: 9.900237083435059 (8.309830187310633) | > loss_mel: 14.825676918029785 (12.891563746864337) | > loss_duration: 1.6633669137954712 (1.6589240401172916) | > amp_scaler: 256.0 (424.99093655589127) | > loss_1: 31.151029586791992 (27.35204203683442) | > grad_norm_1: tensor(405.9343, device='cuda:0') (tensor(311.1562, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8917 (0.8649911570765099) | > loader_time: 0.01 (0.010176071587646118)  --> TIME: 2025-05-12 12:27:47 -- STEP: 712/725 -- GLOBAL_STEP: 434450 | > loss_disc: 2.1880855560302734 (2.2008293726471004) | > loss_disc_real_0: 0.1200680136680603 (0.13599900914921154) | > loss_disc_real_1: 0.16149269044399261 (0.18963675732525556) | > loss_disc_real_2: 0.1853923499584198 (0.18766131674808062) | > loss_disc_real_3: 0.20956501364707947 (0.20420452330805614) | > loss_disc_real_4: 0.1976410448551178 (0.19374081764495774) | > loss_disc_real_5: 0.19302800297737122 (0.21011570173451755) | > loss_0: 2.1880855560302734 (2.2008293726471004) | > grad_norm_0: tensor(24.0325, device='cuda:0') (tensor(20.6416, device='cuda:0')) | > loss_gen: 2.6601686477661133 (2.766524551289805) | > loss_kl: 1.6003412008285522 (1.7249156884597932) | > loss_feat: 7.810681343078613 (8.303671366043305) | > loss_mel: 12.803205490112305 (12.888451927163622) | > loss_duration: 1.6365795135498047 (1.6585499294353325) | > amp_scaler: 256.0 (413.12359550561797) | > loss_1: 26.510976791381836 (27.342113486836446) | > grad_norm_1: tensor(414.3969, device='cuda:0') (tensor(315.9393, device='cuda:0')) | > current_lr_0: 0.00018706163968269592 | > current_lr_1: 0.00018706163968269592 | > step_time: 0.8446 (0.8651073802722972) | > loader_time: 0.0103 (0.010168865825353045)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3020572662353516 (2.3020572662353516) | > loss_disc_real_0: 0.15527135133743286 (0.15527135133743286) | > loss_disc_real_1: 0.20018555223941803 (0.20018555223941803) | > loss_disc_real_2: 0.2080526500940323 (0.2080526500940323) | > loss_disc_real_3: 0.23530694842338562 (0.23530694842338562) | > loss_disc_real_4: 0.20231087505817413 (0.20231087505817413) | > loss_disc_real_5: 0.2696685492992401 (0.2696685492992401) | > loss_0: 2.3020572662353516 (2.3020572662353516) | > loss_gen: 2.7372331619262695 (2.7372331619262695) | > loss_kl: 2.1435656547546387 (2.1435656547546387) | > loss_feat: 7.9350996017456055 (7.9350996017456055) | > loss_mel: 13.139139175415039 (13.139139175415039) | > loss_duration: 1.7314475774765015 (1.7314475774765015) | > loss_1: 27.68648338317871 (27.68648338317871)  --> STEP: 1 | > loss_disc: 2.2278199195861816 (2.2278199195861816) | > loss_disc_real_0: 0.11149474233388901 (0.11149474233388901) | > loss_disc_real_1: 0.18139947950839996 (0.18139947950839996) | > loss_disc_real_2: 0.22619839012622833 (0.22619839012622833) | > loss_disc_real_3: 0.22420203685760498 (0.22420203685760498) | > loss_disc_real_4: 0.18411704897880554 (0.18411704897880554) | > loss_disc_real_5: 0.26880010962486267 (0.26880010962486267) | > loss_0: 2.2278199195861816 (2.2278199195861816) | > loss_gen: 2.7111732959747314 (2.7111732959747314) | > loss_kl: 2.2418460845947266 (2.2418460845947266) | > loss_feat: 8.889015197753906 (8.889015197753906) | > loss_mel: 14.693770408630371 (14.693770408630371) | > loss_duration: 1.887662649154663 (1.887662649154663) | > loss_1: 30.4234676361084 (30.4234676361084)  --> STEP: 2 | > loss_disc: 2.2057435512542725 (2.216781735420227) | > loss_disc_real_0: 0.1212211325764656 (0.11635793745517731) | > loss_disc_real_1: 0.19026096165180206 (0.185830220580101) | > loss_disc_real_2: 0.20869536697864532 (0.21744687855243683) | > loss_disc_real_3: 0.22687311470508575 (0.22553757578134537) | > loss_disc_real_4: 0.20296414196491241 (0.19354059547185898) | > loss_disc_real_5: 0.2814232409000397 (0.27511167526245117) | > loss_0: 2.2057435512542725 (2.216781735420227) | > loss_gen: 2.8159422874450684 (2.7635577917099) | > loss_kl: 2.0893616676330566 (2.1656038761138916) | > loss_feat: 8.9456787109375 (8.917346954345703) | > loss_mel: 14.69222354888916 (14.692996978759766) | > loss_duration: 1.8693699836730957 (1.8785163164138794) | > loss_1: 30.41257667541504 (30.41802215576172)  --> STEP: 3 | > loss_disc: 2.2285687923431396 (2.2207107543945312) | > loss_disc_real_0: 0.1379612684249878 (0.12355904777844746) | > loss_disc_real_1: 0.18600666522979736 (0.18588903546333313) | > loss_disc_real_2: 0.20392078161239624 (0.2129381795724233) | > loss_disc_real_3: 0.24831615388393402 (0.2331304351488749) | > loss_disc_real_4: 0.18756093084812164 (0.1915473739306132) | > loss_disc_real_5: 0.2480401247739792 (0.2660878250996272) | > loss_0: 2.2285687923431396 (2.2207107543945312) | > loss_gen: 2.715954065322876 (2.747689882914225) | > loss_kl: 1.9737753868103027 (2.101661046346029) | > loss_feat: 8.303425788879395 (8.712706565856934) | > loss_mel: 14.065767288208008 (14.483920415242514) | > loss_duration: 1.8591669797897339 (1.8720665375391643) | > loss_1: 28.918088912963867 (29.918044408162434)  --> STEP: 4 | > loss_disc: 2.347395896911621 (2.2523820400238037) | > loss_disc_real_0: 0.13841970264911652 (0.12727421149611473) | > loss_disc_real_1: 0.21943631768226624 (0.1942758560180664) | > loss_disc_real_2: 0.20696818828582764 (0.21144568175077438) | > loss_disc_real_3: 0.2344389408826828 (0.2334575615823269) | > loss_disc_real_4: 0.19470429420471191 (0.19233660399913788) | > loss_disc_real_5: 0.29031631350517273 (0.27214494720101357) | > loss_0: 2.347395896911621 (2.2523820400238037) | > loss_gen: 2.6423752307891846 (2.721361219882965) | > loss_kl: 1.9083590507507324 (2.0533355474472046) | > loss_feat: 7.638525009155273 (8.444161176681519) | > loss_mel: 13.782325744628906 (14.308521747589111) | > loss_duration: 1.7937895059585571 (1.8524972796440125) | > loss_1: 27.7653751373291 (29.3798770904541) --> EVAL PERFORMANCE | > avg_loader_time: 0.33181023597717285 (-0.014664828777313232) | > avg_loss_disc: 2.2523820400238037 (-0.007530272006988525) | > avg_loss_disc_real_0: 0.12727421149611473 (-0.005214873701334) | > avg_loss_disc_real_1: 0.1942758560180664 (+0.011219829320907593) | > avg_loss_disc_real_2: 0.21144568175077438 (-0.0353664830327034) | > avg_loss_disc_real_3: 0.2334575615823269 (-0.008896797895431519) | > avg_loss_disc_real_4: 0.19233660399913788 (-0.05414456129074097) | > avg_loss_disc_real_5: 0.27214494720101357 (+0.02415371686220169) | > avg_loss_0: 2.2523820400238037 (-0.007530272006988525) | > avg_loss_gen: 2.721361219882965 (-0.20048779249191284) | > avg_loss_kl: 2.0533355474472046 (-0.011805564165115356) | > avg_loss_feat: 8.444161176681519 (-0.015515327453613281) | > avg_loss_mel: 14.308521747589111 (+0.7068324089050293) | > avg_loss_duration: 1.8524972796440125 (-0.010477274656295776) | > avg_loss_1: 29.3798770904541 (+0.46854591369628906)  > EPOCH: 536/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 12:28:04)   --> TIME: 2025-05-12 12:28:39 -- STEP: 37/725 -- GLOBAL_STEP: 434500 | > loss_disc: 2.2422144412994385 (2.1879918543068144) | > loss_disc_real_0: 0.13195666670799255 (0.1315587914070568) | > loss_disc_real_1: 0.16595585644245148 (0.18814826776852478) | > loss_disc_real_2: 0.21078278124332428 (0.1874478177444355) | > loss_disc_real_3: 0.20782625675201416 (0.20722092849177284) | > loss_disc_real_4: 0.20535996556282043 (0.1931735047617474) | > loss_disc_real_5: 0.2411065697669983 (0.2102557505304749) | > loss_0: 2.2422144412994385 (2.1879918543068144) | > grad_norm_0: tensor(10.6443, device='cuda:0') (tensor(15.4790, device='cuda:0')) | > loss_gen: 2.791861057281494 (2.748792686977902) | > loss_kl: 1.8169275522232056 (1.743781276651331) | > loss_feat: 7.9466400146484375 (8.375245004086878) | > loss_mel: 12.036995887756348 (12.90450145102836) | > loss_duration: 1.6391667127609253 (1.654087562818785) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.231590270996094 (27.426408097550677) | > grad_norm_1: tensor(127.6945, device='cuda:0') (tensor(222.5629, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8859 (0.8668107342075657) | > loader_time: 0.0105 (0.010747052527762748)  --> TIME: 2025-05-12 12:29:23 -- STEP: 87/725 -- GLOBAL_STEP: 434550 | > loss_disc: 2.2371861934661865 (2.1800469982213) | > loss_disc_real_0: 0.11198599636554718 (0.1307065813192006) | > loss_disc_real_1: 0.21533112227916718 (0.18870899749213252) | > loss_disc_real_2: 0.1816028207540512 (0.18713855263830598) | > loss_disc_real_3: 0.19509513676166534 (0.20491746239278508) | > loss_disc_real_4: 0.22650349140167236 (0.1918763343630166) | > loss_disc_real_5: 0.20989003777503967 (0.21048442180129304) | > loss_0: 2.2371861934661865 (2.1800469982213) | > grad_norm_0: tensor(26.8918, device='cuda:0') (tensor(17.1896, device='cuda:0')) | > loss_gen: 2.7572402954101562 (2.769965369125893) | > loss_kl: 1.7230488061904907 (1.7529986562400028) | > loss_feat: 8.390046119689941 (8.473872732842102) | > loss_mel: 12.959239959716797 (13.046814447161795) | > loss_duration: 1.6457993984222412 (1.654700399815351) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.475374221801758 (27.698351498307854) | > grad_norm_1: tensor(408.7050, device='cuda:0') (tensor(284.8659, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8308 (0.8632754402599115) | > loader_time: 0.0097 (0.010579624395260862)  --> TIME: 2025-05-12 12:30:08 -- STEP: 137/725 -- GLOBAL_STEP: 434600 | > loss_disc: 2.127318859100342 (2.1867471132835323) | > loss_disc_real_0: 0.12954360246658325 (0.13237574468128882) | > loss_disc_real_1: 0.19504377245903015 (0.18903161172014082) | > loss_disc_real_2: 0.1782238632440567 (0.187456823287219) | > loss_disc_real_3: 0.20046605169773102 (0.20489314633564357) | > loss_disc_real_4: 0.17575474083423615 (0.19247309972334953) | > loss_disc_real_5: 0.2243361920118332 (0.20952736907196742) | > loss_0: 2.127318859100342 (2.1867471132835323) | > grad_norm_0: tensor(19.8432, device='cuda:0') (tensor(18.4574, device='cuda:0')) | > loss_gen: 2.9143946170806885 (2.7713407687027094) | > loss_kl: 1.6280215978622437 (1.7377834546304967) | > loss_feat: 8.613877296447754 (8.410624876509617) | > loss_mel: 12.214845657348633 (12.949300494507282) | > loss_duration: 1.6396032571792603 (1.6554154122832918) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.0107421875 (27.52446493441171) | > grad_norm_1: tensor(443.2474, device='cuda:0') (tensor(307.6148, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8432 (0.8690961468828856) | > loader_time: 0.0101 (0.010584580637242672)  --> TIME: 2025-05-12 12:30:52 -- STEP: 187/725 -- GLOBAL_STEP: 434650 | > loss_disc: 2.2237889766693115 (2.1908191646484134) | > loss_disc_real_0: 0.11306820809841156 (0.1337429262737541) | > loss_disc_real_1: 0.19734953343868256 (0.1888109298950848) | > loss_disc_real_2: 0.22575530409812927 (0.18830842146261495) | > loss_disc_real_3: 0.17051789164543152 (0.20514593763466182) | > loss_disc_real_4: 0.1869460940361023 (0.19275063738465947) | > loss_disc_real_5: 0.2059066891670227 (0.2094967852939259) | > loss_0: 2.2237889766693115 (2.1908191646484134) | > grad_norm_0: tensor(26.4481, device='cuda:0') (tensor(19.3353, device='cuda:0')) | > loss_gen: 2.523759603500366 (2.765296651717812) | > loss_kl: 1.6954371929168701 (1.7419520986271408) | > loss_feat: 8.489912033081055 (8.373137825950586) | > loss_mel: 13.17633056640625 (12.902126781443219) | > loss_duration: 1.6592172384262085 (1.6567529082935761) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.54465675354004 (27.43926626603234) | > grad_norm_1: tensor(433.3317, device='cuda:0') (tensor(322.7720, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8597 (0.8671031431718306) | > loader_time: 0.0104 (0.010461681029375863)  --> TIME: 2025-05-12 12:31:36 -- STEP: 237/725 -- GLOBAL_STEP: 434700 | > loss_disc: 2.0770263671875 (2.190789865039069) | > loss_disc_real_0: 0.1164393275976181 (0.13340013732009806) | > loss_disc_real_1: 0.19056464731693268 (0.18875285851050028) | > loss_disc_real_2: 0.18183282017707825 (0.18816287545212212) | > loss_disc_real_3: 0.19853262603282928 (0.2053629921961434) | > loss_disc_real_4: 0.18467217683792114 (0.19309864340955196) | > loss_disc_real_5: 0.22185713052749634 (0.2091963224521669) | > loss_0: 2.0770263671875 (2.190789865039069) | > grad_norm_0: tensor(39.7679, device='cuda:0') (tensor(19.5946, device='cuda:0')) | > loss_gen: 2.9080629348754883 (2.7655639759095902) | > loss_kl: 1.8400548696517944 (1.744248451562873) | > loss_feat: 9.300056457519531 (8.36493700566675) | > loss_mel: 14.149746894836426 (12.901748564675886) | > loss_duration: 1.634817123413086 (1.6571892318846304) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.832738876342773 (27.433687193987243) | > grad_norm_1: tensor(364.6404, device='cuda:0') (tensor(323.7917, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8366 (0.866529853032108) | > loader_time: 0.0092 (0.010434576227695128)  --> TIME: 2025-05-12 12:32:19 -- STEP: 287/725 -- GLOBAL_STEP: 434750 | > loss_disc: 2.2242705821990967 (2.1933428505987242) | > loss_disc_real_0: 0.1364881843328476 (0.1347097973323035) | > loss_disc_real_1: 0.19934715330600739 (0.18892231677052035) | > loss_disc_real_2: 0.2062840610742569 (0.188343275662914) | > loss_disc_real_3: 0.21048606932163239 (0.20535523109527412) | > loss_disc_real_4: 0.23165786266326904 (0.19303533673701806) | > loss_disc_real_5: 0.1795082539319992 (0.2098568836778714) | > loss_0: 2.2242705821990967 (2.1933428505987242) | > grad_norm_0: tensor(34.3701, device='cuda:0') (tensor(19.9632, device='cuda:0')) | > loss_gen: 2.6992580890655518 (2.7699073789842448) | > loss_kl: 1.568642258644104 (1.7474303764748653) | > loss_feat: 8.24328327178955 (8.375903544941025) | > loss_mel: 12.785351753234863 (12.913562694908432) | > loss_duration: 1.6575562953948975 (1.6572487831946454) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.95409393310547 (27.46405270539925) | > grad_norm_1: tensor(590.6108, device='cuda:0') (tensor(325.8058, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8294 (0.8646255810501685) | > loader_time: 0.0101 (0.010351331391816357)  --> TIME: 2025-05-12 12:33:03 -- STEP: 337/725 -- GLOBAL_STEP: 434800 | > loss_disc: 2.14392352104187 (2.1970917545369546) | > loss_disc_real_0: 0.12522181868553162 (0.13535695350576937) | > loss_disc_real_1: 0.16951888799667358 (0.18932879797959543) | > loss_disc_real_2: 0.16944853961467743 (0.18831964266052584) | > loss_disc_real_3: 0.19104216992855072 (0.2051838692111856) | > loss_disc_real_4: 0.16498538851737976 (0.19333686863102617) | > loss_disc_real_5: 0.21352152526378632 (0.21019900910755285) | > loss_0: 2.14392352104187 (2.1970917545369546) | > grad_norm_0: tensor(13.9661, device='cuda:0') (tensor(19.9243, device='cuda:0')) | > loss_gen: 2.8720264434814453 (2.7654763300977763) | > loss_kl: 1.608657717704773 (1.7440973707759415) | > loss_feat: 8.537007331848145 (8.345929639629512) | > loss_mel: 13.481376647949219 (12.879114213258644) | > loss_duration: 1.6520328521728516 (1.656997132372078) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.151100158691406 (27.391614596992287) | > grad_norm_1: tensor(402.4651, device='cuda:0') (tensor(326.8646, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8847 (0.8651825865227677) | > loader_time: 0.0115 (0.010402902297520856)  --> TIME: 2025-05-12 12:33:47 -- STEP: 387/725 -- GLOBAL_STEP: 434850 | > loss_disc: 2.23933744430542 (2.1982359316305895) | > loss_disc_real_0: 0.13159486651420593 (0.13592362575213726) | > loss_disc_real_1: 0.23052433133125305 (0.18963065970621676) | > loss_disc_real_2: 0.19679051637649536 (0.18840462215803083) | > loss_disc_real_3: 0.18948565423488617 (0.20513600272725718) | > loss_disc_real_4: 0.18871138989925385 (0.19334527969514367) | > loss_disc_real_5: 0.1935121864080429 (0.20987557952872227) | > loss_0: 2.23933744430542 (2.1982359316305895) | > grad_norm_0: tensor(19.9601, device='cuda:0') (tensor(20.7840, device='cuda:0')) | > loss_gen: 2.5391621589660645 (2.765612386609849) | > loss_kl: 1.56453537940979 (1.7367203127814201) | > loss_feat: 7.637516021728516 (8.328371501400182) | > loss_mel: 11.829258918762207 (12.875214101116168) | > loss_duration: 1.7306233644485474 (1.657392202113642) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.301095962524414 (27.363310456583974) | > grad_norm_1: tensor(214.2523, device='cuda:0') (tensor(332.1775, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.9034 (0.8652706207847105) | > loader_time: 0.01 (0.010360332730512602)  --> TIME: 2025-05-12 12:34:31 -- STEP: 437/725 -- GLOBAL_STEP: 434900 | > loss_disc: 2.191551685333252 (2.1968498669172583) | > loss_disc_real_0: 0.12303110212087631 (0.13558119738333826) | > loss_disc_real_1: 0.16952989995479584 (0.1895177692379504) | > loss_disc_real_2: 0.18512949347496033 (0.18821471701088432) | > loss_disc_real_3: 0.17849043011665344 (0.20540079402841746) | > loss_disc_real_4: 0.1796925663948059 (0.19318063188881296) | > loss_disc_real_5: 0.22010162472724915 (0.20971449159375583) | > loss_0: 2.191551685333252 (2.1968498669172583) | > grad_norm_0: tensor(17.4284, device='cuda:0') (tensor(21.0671, device='cuda:0')) | > loss_gen: 2.686098337173462 (2.7668171960101793) | > loss_kl: 1.6968685388565063 (1.7320420068243276) | > loss_feat: 8.360194206237793 (8.333007188356166) | > loss_mel: 12.887191772460938 (12.877242007571988) | > loss_duration: 1.632836103439331 (1.6573152536658455) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.2631893157959 (27.36642364833666) | > grad_norm_1: tensor(333.9818, device='cuda:0') (tensor(335.5852, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8981 (0.8647115001416591) | > loader_time: 0.01 (0.010345707768979286)  --> TIME: 2025-05-12 12:35:15 -- STEP: 487/725 -- GLOBAL_STEP: 434950 | > loss_disc: 2.2172763347625732 (2.196269070832881) | > loss_disc_real_0: 0.12015866488218307 (0.13524569967260602) | > loss_disc_real_1: 0.17444898188114166 (0.18941145410160753) | > loss_disc_real_2: 0.20860782265663147 (0.18827951419524833) | > loss_disc_real_3: 0.18926215171813965 (0.20526934661414833) | > loss_disc_real_4: 0.22395358979701996 (0.19326679888936774) | > loss_disc_real_5: 0.21810327470302582 (0.20976512544086576) | > loss_0: 2.2172763347625732 (2.196269070832881) | > grad_norm_0: tensor(9.7803, device='cuda:0') (tensor(20.8170, device='cuda:0')) | > loss_gen: 2.6364004611968994 (2.767122650538137) | > loss_kl: 1.6379340887069702 (1.72891291847464) | > loss_feat: 7.283879280090332 (8.32988224284115) | > loss_mel: 12.656831741333008 (12.892038366877811) | > loss_duration: 1.6396899223327637 (1.657714059220692) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.854734420776367 (27.375670239176348) | > grad_norm_1: tensor(257.3097, device='cuda:0') (tensor(331.2514, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8164 (0.8645578840674808) | > loader_time: 0.0096 (0.01035460260614478)  --> TIME: 2025-05-12 12:35:59 -- STEP: 537/725 -- GLOBAL_STEP: 435000 | > loss_disc: 2.1921849250793457 (2.197924124017996) | > loss_disc_real_0: 0.12696708738803864 (0.13519901359103473) | > loss_disc_real_1: 0.17696481943130493 (0.18953975258148803) | > loss_disc_real_2: 0.18301565945148468 (0.18838565673131075) | > loss_disc_real_3: 0.226552814245224 (0.20524660704633155) | > loss_disc_real_4: 0.21831774711608887 (0.19352916238250237) | > loss_disc_real_5: 0.20588913559913635 (0.20993334967885818) | > loss_0: 2.1921849250793457 (2.197924124017996) | > grad_norm_0: tensor(14.7987, device='cuda:0') (tensor(20.7966, device='cuda:0')) | > loss_gen: 2.8266196250915527 (2.763368746865839) | > loss_kl: 1.5263748168945312 (1.7248743919020921) | > loss_feat: 8.72137451171875 (8.310411626400224) | > loss_mel: 13.124452590942383 (12.867234373891817) | > loss_duration: 1.6855134963989258 (1.6582655078649964) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.884334564208984 (27.32415466024445) | > grad_norm_1: tensor(427.6402, device='cuda:0') (tensor(330.5352, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8585 (0.8639681223828478) | > loader_time: 0.0096 (0.010322741290044523) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_435000.pth  --> TIME: 2025-05-12 12:36:45 -- STEP: 587/725 -- GLOBAL_STEP: 435050 | > loss_disc: 2.112703323364258 (2.1983496811767647) | > loss_disc_real_0: 0.11766847968101501 (0.13504790910717993) | > loss_disc_real_1: 0.1853507161140442 (0.18972016515581533) | > loss_disc_real_2: 0.19006000459194183 (0.18836808057416246) | > loss_disc_real_3: 0.19907471537590027 (0.20521886725441962) | > loss_disc_real_4: 0.21199895441532135 (0.19365296757810166) | > loss_disc_real_5: 0.22417977452278137 (0.21003074007302366) | > loss_0: 2.112703323364258 (2.1983496811767647) | > grad_norm_0: tensor(18.7743, device='cuda:0') (tensor(20.7788, device='cuda:0')) | > loss_gen: 2.822266101837158 (2.7624669432436995) | > loss_kl: 1.6578501462936401 (1.7243527216643249) | > loss_feat: 9.255739212036133 (8.307462475368878) | > loss_mel: 14.274453163146973 (12.864455695859006) | > loss_duration: 1.645376205444336 (1.6577821338400118) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.655683517456055 (27.3165199988136) | > grad_norm_1: tensor(164.3929, device='cuda:0') (tensor(330.3022, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8566 (0.8640875235529942) | > loader_time: 0.0108 (0.010333839023336644)  --> TIME: 2025-05-12 12:37:30 -- STEP: 637/725 -- GLOBAL_STEP: 435100 | > loss_disc: 2.2209227085113525 (2.198841717216994) | > loss_disc_real_0: 0.11007273942232132 (0.13507027146252976) | > loss_disc_real_1: 0.18088412284851074 (0.18988214989939886) | > loss_disc_real_2: 0.20025399327278137 (0.18844813202015095) | > loss_disc_real_3: 0.21556226909160614 (0.2051829475342198) | > loss_disc_real_4: 0.18125273287296295 (0.19365218850188962) | > loss_disc_real_5: 0.1888463795185089 (0.2098829677705675) | > loss_0: 2.2209227085113525 (2.198841717216994) | > grad_norm_0: tensor(24.8968, device='cuda:0') (tensor(20.9133, device='cuda:0')) | > loss_gen: 2.6869101524353027 (2.761875569539691) | > loss_kl: 1.6522142887115479 (1.72322543730354) | > loss_feat: 7.965114593505859 (8.297460338197286) | > loss_mel: 12.502800941467285 (12.863083650777616) | > loss_duration: 1.625916600227356 (1.6577637141316053) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.43295669555664 (27.303408729038203) | > grad_norm_1: tensor(489.3369, device='cuda:0') (tensor(328.4090, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8554 (0.864891128599925) | > loader_time: 0.0105 (0.010325240190586829)  --> TIME: 2025-05-12 12:38:13 -- STEP: 687/725 -- GLOBAL_STEP: 435150 | > loss_disc: 2.1197690963745117 (2.199013984359506) | > loss_disc_real_0: 0.10811659693717957 (0.1350101436741837) | > loss_disc_real_1: 0.1994161307811737 (0.18994460843796293) | > loss_disc_real_2: 0.18444499373435974 (0.1885358621806905) | > loss_disc_real_3: 0.15730789303779602 (0.2049747042173555) | > loss_disc_real_4: 0.14142072200775146 (0.19371143037662078) | > loss_disc_real_5: 0.19897404313087463 (0.20978532362799804) | > loss_0: 2.1197690963745117 (2.199013984359506) | > grad_norm_0: tensor(24.5521, device='cuda:0') (tensor(21.0781, device='cuda:0')) | > loss_gen: 2.794304609298706 (2.762014421660132) | > loss_kl: 1.801573634147644 (1.7217582495452015) | > loss_feat: 9.061389923095703 (8.296865029453016) | > loss_mel: 13.120808601379395 (12.861863139067838) | > loss_duration: 1.6580206155776978 (1.6576971534037694) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.43609619140625 (27.300198006664644) | > grad_norm_1: tensor(458.4132, device='cuda:0') (tensor(331.9171, device='cuda:0')) | > current_lr_0: 0.00018703825697773558 | > current_lr_1: 0.00018703825697773558 | > step_time: 0.8707 (0.8640567857278665) | > loader_time: 0.011 (0.01031643091504404)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.4304094314575195 (2.4304094314575195) | > loss_disc_real_0: 0.13301865756511688 (0.13301865756511688) | > loss_disc_real_1: 0.17234623432159424 (0.17234623432159424) | > loss_disc_real_2: 0.21889984607696533 (0.21889984607696533) | > loss_disc_real_3: 0.27301025390625 (0.27301025390625) | > loss_disc_real_4: 0.2822258770465851 (0.2822258770465851) | > loss_disc_real_5: 0.3028889000415802 (0.3028889000415802) | > loss_0: 2.4304094314575195 (2.4304094314575195) | > loss_gen: 2.616989850997925 (2.616989850997925) | > loss_kl: 2.0810129642486572 (2.0810129642486572) | > loss_feat: 8.341218948364258 (8.341218948364258) | > loss_mel: 12.565540313720703 (12.565540313720703) | > loss_duration: 1.7331162691116333 (1.7331162691116333) | > loss_1: 27.33787727355957 (27.33787727355957)  --> STEP: 1 | > loss_disc: 2.3023629188537598 (2.3023629188537598) | > loss_disc_real_0: 0.11498889327049255 (0.11498889327049255) | > loss_disc_real_1: 0.16248826682567596 (0.16248826682567596) | > loss_disc_real_2: 0.22555427253246307 (0.22555427253246307) | > loss_disc_real_3: 0.25756996870040894 (0.25756996870040894) | > loss_disc_real_4: 0.2296862155199051 (0.2296862155199051) | > loss_disc_real_5: 0.3006216287612915 (0.3006216287612915) | > loss_0: 2.3023629188537598 (2.3023629188537598) | > loss_gen: 2.7465996742248535 (2.7465996742248535) | > loss_kl: 2.191373825073242 (2.191373825073242) | > loss_feat: 8.158681869506836 (8.158681869506836) | > loss_mel: 13.534719467163086 (13.534719467163086) | > loss_duration: 1.8521909713745117 (1.8521909713745117) | > loss_1: 28.483566284179688 (28.483566284179688)  --> STEP: 2 | > loss_disc: 2.3687031269073486 (2.335533022880554) | > loss_disc_real_0: 0.12217000126838684 (0.1185794472694397) | > loss_disc_real_1: 0.1599097102880478 (0.16119898855686188) | > loss_disc_real_2: 0.2184687852859497 (0.2220115289092064) | > loss_disc_real_3: 0.26327693462371826 (0.2604234516620636) | > loss_disc_real_4: 0.2762753963470459 (0.2529808059334755) | > loss_disc_real_5: 0.29879873991012573 (0.2997101843357086) | > loss_0: 2.3687031269073486 (2.335533022880554) | > loss_gen: 2.5962576866149902 (2.671428680419922) | > loss_kl: 1.9410985708236694 (2.066236197948456) | > loss_feat: 7.177829742431641 (7.668255805969238) | > loss_mel: 12.659815788269043 (13.097267627716064) | > loss_duration: 1.8828752040863037 (1.8675330877304077) | > loss_1: 26.257877349853516 (27.3707218170166)  --> STEP: 3 | > loss_disc: 2.3510823249816895 (2.3407161235809326) | > loss_disc_real_0: 0.1148948073387146 (0.117351233959198) | > loss_disc_real_1: 0.18009769916534424 (0.16749855875968933) | > loss_disc_real_2: 0.21737994253635406 (0.22046766678492227) | > loss_disc_real_3: 0.2683660387992859 (0.2630709807078044) | > loss_disc_real_4: 0.2666022479534149 (0.25752128660678864) | > loss_disc_real_5: 0.28706252574920654 (0.29549429814020794) | > loss_0: 2.3510823249816895 (2.3407161235809326) | > loss_gen: 2.7289938926696777 (2.690617084503174) | > loss_kl: 2.017516851425171 (2.0499964157740274) | > loss_feat: 7.809956073760986 (7.715489228566487) | > loss_mel: 13.277581214904785 (13.15737215677897) | > loss_duration: 1.854677677154541 (1.8632479508717854) | > loss_1: 27.688724517822266 (27.476722717285156)  --> STEP: 4 | > loss_disc: 2.1623096466064453 (2.296114504337311) | > loss_disc_real_0: 0.12729914486408234 (0.11983821168541908) | > loss_disc_real_1: 0.16203182935714722 (0.1661318764090538) | > loss_disc_real_2: 0.22045424580574036 (0.2204643115401268) | > loss_disc_real_3: 0.2389144003391266 (0.2570318356156349) | > loss_disc_real_4: 0.22755275666713715 (0.25002915412187576) | > loss_disc_real_5: 0.2630341351032257 (0.28737925738096237) | > loss_0: 2.1623096466064453 (2.296114504337311) | > loss_gen: 2.9535655975341797 (2.7563542127609253) | > loss_kl: 1.9439246654510498 (2.023478478193283) | > loss_feat: 8.880949020385742 (8.006854176521301) | > loss_mel: 15.146963119506836 (13.654769897460938) | > loss_duration: 1.8081148862838745 (1.8494646847248077) | > loss_1: 30.733516693115234 (28.290921211242676) --> EVAL PERFORMANCE | > avg_loader_time: 0.32794302701950073 (-0.003867208957672119) | > avg_loss_disc: 2.296114504337311 (+0.04373246431350708) | > avg_loss_disc_real_0: 0.11983821168541908 (-0.007435999810695648) | > avg_loss_disc_real_1: 0.1661318764090538 (-0.028143979609012604) | > avg_loss_disc_real_2: 0.2204643115401268 (+0.009018629789352417) | > avg_loss_disc_real_3: 0.2570318356156349 (+0.02357427403330803) | > avg_loss_disc_real_4: 0.25002915412187576 (+0.057692550122737885) | > avg_loss_disc_real_5: 0.28737925738096237 (+0.015234310179948807) | > avg_loss_0: 2.296114504337311 (+0.04373246431350708) | > avg_loss_gen: 2.7563542127609253 (+0.034992992877960205) | > avg_loss_kl: 2.023478478193283 (-0.02985706925392151) | > avg_loss_feat: 8.006854176521301 (-0.4373070001602173) | > avg_loss_mel: 13.654769897460938 (-0.6537518501281738) | > avg_loss_duration: 1.8494646847248077 (-0.003032594919204712) | > avg_loss_1: 28.290921211242676 (-1.0889558792114258)  > EPOCH: 537/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 12:38:53)   --> TIME: 2025-05-12 12:39:05 -- STEP: 12/725 -- GLOBAL_STEP: 435200 | > loss_disc: 2.1088361740112305 (2.2233585715293884) | > loss_disc_real_0: 0.12380804866552353 (0.13366670285662016) | > loss_disc_real_1: 0.19144362211227417 (0.19144598891337714) | > loss_disc_real_2: 0.20305567979812622 (0.19158072645465532) | > loss_disc_real_3: 0.20282171666622162 (0.20170343294739723) | > loss_disc_real_4: 0.17553181946277618 (0.1983038385709127) | > loss_disc_real_5: 0.17900961637496948 (0.21506167327364287) | > loss_0: 2.1088361740112305 (2.2233585715293884) | > grad_norm_0: tensor(30.7762, device='cuda:0') (tensor(22.1535, device='cuda:0')) | > loss_gen: 2.791151523590088 (2.710023740927378) | > loss_kl: 1.7503255605697632 (1.7701180477937062) | > loss_feat: 8.975759506225586 (8.147570888201395) | > loss_mel: 13.388474464416504 (12.859902699788412) | > loss_duration: 1.674049735069275 (1.658547927935918) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.57975959777832 (27.14616346359253) | > grad_norm_1: tensor(500.2374, device='cuda:0') (tensor(345.0092, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8523 (0.8420560757319132) | > loader_time: 0.012 (0.011054277420043945)  --> TIME: 2025-05-12 12:39:49 -- STEP: 62/725 -- GLOBAL_STEP: 435250 | > loss_disc: 2.14725399017334 (2.2109792886241793) | > loss_disc_real_0: 0.10818257927894592 (0.13375302416182333) | > loss_disc_real_1: 0.21846957504749298 (0.1905501595427913) | > loss_disc_real_2: 0.1865927129983902 (0.19166022250729223) | > loss_disc_real_3: 0.18327173590660095 (0.20456969617835938) | > loss_disc_real_4: 0.17233876883983612 (0.1951901636296703) | > loss_disc_real_5: 0.22350919246673584 (0.21029624559225574) | > loss_0: 2.14725399017334 (2.2109792886241793) | > grad_norm_0: tensor(17.2305, device='cuda:0') (tensor(20.9753, device='cuda:0')) | > loss_gen: 2.8884570598602295 (2.7546702238821212) | > loss_kl: 1.5346964597702026 (1.7384687623670023) | > loss_feat: 9.288436889648438 (8.266422233273909) | > loss_mel: 13.50395393371582 (12.935213535062728) | > loss_duration: 1.6924347877502441 (1.6540989760429627) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.907978057861328 (27.348873907519923) | > grad_norm_1: tensor(360.9763, device='cuda:0') (tensor(352.2795, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8603 (0.8596842558153214) | > loader_time: 0.0104 (0.011257983023120512)  --> TIME: 2025-05-12 12:40:33 -- STEP: 112/725 -- GLOBAL_STEP: 435300 | > loss_disc: 2.290703773498535 (2.2053082627909535) | > loss_disc_real_0: 0.20249082148075104 (0.13409937133214309) | > loss_disc_real_1: 0.18701525032520294 (0.18963474660579646) | > loss_disc_real_2: 0.17863650619983673 (0.1900659834167787) | > loss_disc_real_3: 0.20528805255889893 (0.20592734523649728) | > loss_disc_real_4: 0.17680232226848602 (0.19479693632040712) | > loss_disc_real_5: 0.21893030405044556 (0.2093906430527568) | > loss_0: 2.290703773498535 (2.2053082627909535) | > grad_norm_0: tensor(29.1025, device='cuda:0') (tensor(21.1834, device='cuda:0')) | > loss_gen: 2.6187546253204346 (2.764344002519335) | > loss_kl: 1.5659129619598389 (1.7300387301615305) | > loss_feat: 7.998810291290283 (8.316411312137333) | > loss_mel: 12.283747673034668 (12.945598840713501) | > loss_duration: 1.6483646631240845 (1.657672749033996) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.115591049194336 (27.41406578677041) | > grad_norm_1: tensor(266.4722, device='cuda:0') (tensor(356.1871, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8483 (0.862048076731818) | > loader_time: 0.0098 (0.011256224342754908)  --> TIME: 2025-05-12 12:41:17 -- STEP: 162/725 -- GLOBAL_STEP: 435350 | > loss_disc: 2.316767454147339 (2.200475691277304) | > loss_disc_real_0: 0.16824042797088623 (0.13480624777299385) | > loss_disc_real_1: 0.20257452130317688 (0.1890284834820547) | > loss_disc_real_2: 0.20037396252155304 (0.18885406768984267) | > loss_disc_real_3: 0.1918252855539322 (0.2053075607544111) | > loss_disc_real_4: 0.19234402477741241 (0.19454362528559604) | > loss_disc_real_5: 0.2042524665594101 (0.20884835600485036) | > loss_0: 2.316767454147339 (2.200475691277304) | > grad_norm_0: tensor(26.1293, device='cuda:0') (tensor(22.8379, device='cuda:0')) | > loss_gen: 2.4654135704040527 (2.7764154216389585) | > loss_kl: 1.643620491027832 (1.728885875807868) | > loss_feat: 6.816422939300537 (8.346102696877944) | > loss_mel: 11.135605812072754 (12.906818201512467) | > loss_duration: 1.602409839630127 (1.6583609890054773) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.66347312927246 (27.41658322605086) | > grad_norm_1: tensor(399.8610, device='cuda:0') (tensor(372.8159, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8541 (0.8620863019684215) | > loader_time: 0.0109 (0.011340757946909209)  --> TIME: 2025-05-12 12:42:01 -- STEP: 212/725 -- GLOBAL_STEP: 435400 | > loss_disc: 2.2976090908050537 (2.202139905038868) | > loss_disc_real_0: 0.13142940402030945 (0.13561605201717808) | > loss_disc_real_1: 0.20499607920646667 (0.18924701220865517) | > loss_disc_real_2: 0.17713961005210876 (0.1896519094424428) | > loss_disc_real_3: 0.2261292040348053 (0.20536366484637536) | > loss_disc_real_4: 0.20393945276737213 (0.19455071180215422) | > loss_disc_real_5: 0.20102591812610626 (0.2081165682032423) | > loss_0: 2.2976090908050537 (2.202139905038868) | > grad_norm_0: tensor(13.3250, device='cuda:0') (tensor(22.2552, device='cuda:0')) | > loss_gen: 2.619248867034912 (2.770791377661363) | > loss_kl: 1.7278354167938232 (1.7207504713310386) | > loss_feat: 7.390832424163818 (8.323451674209455) | > loss_mel: 11.670042991638184 (12.878585621995747) | > loss_duration: 1.6708818674087524 (1.658515457274779) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.078842163085938 (27.352094605283916) | > grad_norm_1: tensor(273.3468, device='cuda:0') (tensor(368.6272, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.845 (0.8614074014267832) | > loader_time: 0.0128 (0.01135154377739384)  --> TIME: 2025-05-12 12:42:44 -- STEP: 262/725 -- GLOBAL_STEP: 435450 | > loss_disc: 2.148850202560425 (2.2046085550584857) | > loss_disc_real_0: 0.1542791724205017 (0.13809263578239273) | > loss_disc_real_1: 0.19303743541240692 (0.18904825954036855) | > loss_disc_real_2: 0.17991186678409576 (0.18916826444955276) | > loss_disc_real_3: 0.20455603301525116 (0.20538369173767007) | > loss_disc_real_4: 0.16607491672039032 (0.19435276301535032) | > loss_disc_real_5: 0.21328186988830566 (0.20857094177080474) | > loss_0: 2.148850202560425 (2.2046085550584857) | > grad_norm_0: tensor(23.5171, device='cuda:0') (tensor(21.8131, device='cuda:0')) | > loss_gen: 2.855052947998047 (2.7703724508067125) | > loss_kl: 1.6619219779968262 (1.7218683362007141) | > loss_feat: 8.558136940002441 (8.334586549351233) | > loss_mel: 13.715876579284668 (12.89922768833073) | > loss_duration: 1.6578991413116455 (1.6593483804746438) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.448888778686523 (27.385403443838804) | > grad_norm_1: tensor(271.6866, device='cuda:0') (tensor(357.8512, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8777 (0.8597117080033281) | > loader_time: 0.0099 (0.011285264073437403)  --> TIME: 2025-05-12 12:43:29 -- STEP: 312/725 -- GLOBAL_STEP: 435500 | > loss_disc: 2.231060028076172 (2.203859930619216) | > loss_disc_real_0: 0.1589825600385666 (0.13809715486012192) | > loss_disc_real_1: 0.16244976222515106 (0.18905962067536816) | > loss_disc_real_2: 0.18573574721813202 (0.18934519517307102) | > loss_disc_real_3: 0.19343318045139313 (0.2046658441137809) | > loss_disc_real_4: 0.1596883088350296 (0.1943520377270686) | > loss_disc_real_5: 0.18428021669387817 (0.20816268561742254) | > loss_0: 2.231060028076172 (2.203859930619216) | > grad_norm_0: tensor(28.0647, device='cuda:0') (tensor(21.3908, device='cuda:0')) | > loss_gen: 2.5150134563446045 (2.768838620338684) | > loss_kl: 1.6693781614303589 (1.717217702514086) | > loss_feat: 7.9197564125061035 (8.325576751660078) | > loss_mel: 13.11507797241211 (12.895654403246368) | > loss_duration: 1.6650514602661133 (1.6584043032847917) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.88427734375 (27.365691839120338) | > grad_norm_1: tensor(231.7593, device='cuda:0') (tensor(349.6198, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.855 (0.8617014678624962) | > loader_time: 0.0101 (0.011246127960009455)  --> TIME: 2025-05-12 12:44:13 -- STEP: 362/725 -- GLOBAL_STEP: 435550 | > loss_disc: 2.2949414253234863 (2.2022792410455354) | > loss_disc_real_0: 0.17978070676326752 (0.13778938258385787) | > loss_disc_real_1: 0.20749419927597046 (0.18932576477527618) | > loss_disc_real_2: 0.19982966780662537 (0.18885342163440272) | > loss_disc_real_3: 0.2004699409008026 (0.20446974446595703) | > loss_disc_real_4: 0.20293952524662018 (0.19429623446741157) | > loss_disc_real_5: 0.17690593004226685 (0.20793751849489325) | > loss_0: 2.2949414253234863 (2.2022792410455354) | > grad_norm_0: tensor(23.4222, device='cuda:0') (tensor(21.4541, device='cuda:0')) | > loss_gen: 2.6677134037017822 (2.770771478421122) | > loss_kl: 1.8508144617080688 (1.7143110175159095) | > loss_feat: 7.422410488128662 (8.319069709567072) | > loss_mel: 11.209647178649902 (12.889089615964101) | > loss_duration: 1.5911755561828613 (1.6578129292851653) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.74176025390625 (27.351054792246117) | > grad_norm_1: tensor(75.9018, device='cuda:0') (tensor(345.4409, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.854 (0.8625194525850414) | > loader_time: 0.011 (0.01124975562754257)  --> TIME: 2025-05-12 12:44:57 -- STEP: 412/725 -- GLOBAL_STEP: 435600 | > loss_disc: 2.266432046890259 (2.2019863076580375) | > loss_disc_real_0: 0.12657490372657776 (0.13774933830554617) | > loss_disc_real_1: 0.1942516267299652 (0.18931606227477776) | > loss_disc_real_2: 0.19314444065093994 (0.18855100573555936) | > loss_disc_real_3: 0.20885032415390015 (0.20454660126740493) | > loss_disc_real_4: 0.19914421439170837 (0.19416413817880224) | > loss_disc_real_5: 0.18246136605739594 (0.20806864095689032) | > loss_0: 2.266432046890259 (2.2019863076580375) | > grad_norm_0: tensor(18.6280, device='cuda:0') (tensor(21.3830, device='cuda:0')) | > loss_gen: 2.63639497756958 (2.7696785070363767) | > loss_kl: 1.691792368888855 (1.7166151314684488) | > loss_feat: 7.744684219360352 (8.319269646718665) | > loss_mel: 12.678701400756836 (12.894932827903231) | > loss_duration: 1.6625092029571533 (1.658228645046938) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.414081573486328 (27.3587247792957) | > grad_norm_1: tensor(150.7202, device='cuda:0') (tensor(340.3578, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8607 (0.862108886241913) | > loader_time: 0.0124 (0.0112250088488014)  --> TIME: 2025-05-12 12:45:40 -- STEP: 462/725 -- GLOBAL_STEP: 435650 | > loss_disc: 2.255725145339966 (2.1998884708850426) | > loss_disc_real_0: 0.17610888183116913 (0.13725127966760037) | > loss_disc_real_1: 0.21648439764976501 (0.18946689657576674) | > loss_disc_real_2: 0.19145862758159637 (0.18837589131934301) | > loss_disc_real_3: 0.21371343731880188 (0.20426803601510596) | > loss_disc_real_4: 0.15872721374034882 (0.19408034084937273) | > loss_disc_real_5: 0.1877320557832718 (0.20795536834698225) | > loss_0: 2.255725145339966 (2.1998884708850426) | > grad_norm_0: tensor(29.5286, device='cuda:0') (tensor(21.4672, device='cuda:0')) | > loss_gen: 2.6196539402008057 (2.7727003520701365) | > loss_kl: 1.8151295185089111 (1.7185418002017132) | > loss_feat: 7.541556358337402 (8.334661114267462) | > loss_mel: 12.050936698913574 (12.899281879524134) | > loss_duration: 1.6747349500656128 (1.6582358386609461) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.702011108398438 (27.383420997883857) | > grad_norm_1: tensor(473.9435, device='cuda:0') (tensor(338.2440, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8023 (0.8613985756258945) | > loader_time: 0.0125 (0.011296327495987798)  --> TIME: 2025-05-12 12:46:24 -- STEP: 512/725 -- GLOBAL_STEP: 435700 | > loss_disc: 2.1354005336761475 (2.201270760037006) | > loss_disc_real_0: 0.12388153374195099 (0.13702232119976537) | > loss_disc_real_1: 0.18085959553718567 (0.1895779495825991) | > loss_disc_real_2: 0.2038322240114212 (0.1887238905474078) | > loss_disc_real_3: 0.18538925051689148 (0.20418970673927106) | > loss_disc_real_4: 0.18529042601585388 (0.1942985518835485) | > loss_disc_real_5: 0.1758532077074051 (0.20811014747596351) | > loss_0: 2.1354005336761475 (2.201270760037006) | > grad_norm_0: tensor(25.6339, device='cuda:0') (tensor(21.1493, device='cuda:0')) | > loss_gen: 2.8545963764190674 (2.7711749132722625) | > loss_kl: 1.7718281745910645 (1.717723903246224) | > loss_feat: 9.298615455627441 (8.320537944324315) | > loss_mel: 13.668438911437988 (12.899316797032954) | > loss_duration: 1.618175983428955 (1.6587087416555732) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.21165657043457 (27.367462303489454) | > grad_norm_1: tensor(336.2077, device='cuda:0') (tensor(336.0651, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8524 (0.8608794719912113) | > loader_time: 0.01 (0.011242059990763664)  --> TIME: 2025-05-12 12:47:08 -- STEP: 562/725 -- GLOBAL_STEP: 435750 | > loss_disc: 2.1082639694213867 (2.202500417987647) | > loss_disc_real_0: 0.14107614755630493 (0.1369883025933415) | > loss_disc_real_1: 0.1767888069152832 (0.18947796868259797) | > loss_disc_real_2: 0.1732383519411087 (0.18888426389134227) | > loss_disc_real_3: 0.17674078047275543 (0.2042522789956836) | > loss_disc_real_4: 0.19706028699874878 (0.19440014665661334) | > loss_disc_real_5: 0.20270390808582306 (0.20841126751114897) | > loss_0: 2.1082639694213867 (2.202500417987647) | > grad_norm_0: tensor(28.3209, device='cuda:0') (tensor(21.2209, device='cuda:0')) | > loss_gen: 2.939105272293091 (2.7692547387499826) | > loss_kl: 1.774973750114441 (1.7220165557708607) | > loss_feat: 9.320206642150879 (8.312150922958542) | > loss_mel: 13.427987098693848 (12.892264987226062) | > loss_duration: 1.6286765336990356 (1.6587583709017657) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.09095001220703 (27.354445589818997) | > grad_norm_1: tensor(323.3820, device='cuda:0') (tensor(335.3163, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.9014 (0.8603487273552242) | > loader_time: 0.0133 (0.011232747726168921)  --> TIME: 2025-05-12 12:47:51 -- STEP: 612/725 -- GLOBAL_STEP: 435800 | > loss_disc: 2.2539594173431396 (2.2020206743595647) | > loss_disc_real_0: 0.10813543945550919 (0.13684375481862643) | > loss_disc_real_1: 0.17823757231235504 (0.18961519433879392) | > loss_disc_real_2: 0.18461234867572784 (0.18896966310692773) | > loss_disc_real_3: 0.2034551203250885 (0.2042578052899807) | > loss_disc_real_4: 0.20241720974445343 (0.19437991869118482) | > loss_disc_real_5: 0.2033718079328537 (0.20822110156120827) | > loss_0: 2.2539594173431396 (2.2020206743595647) | > grad_norm_0: tensor(18.7964, device='cuda:0') (tensor(21.3007, device='cuda:0')) | > loss_gen: 2.7799878120422363 (2.768459389801897) | > loss_kl: 1.7178263664245605 (1.7188519118658079) | > loss_feat: 8.232104301452637 (8.306068803749836) | > loss_mel: 12.219354629516602 (12.895032190809067) | > loss_duration: 1.5939934253692627 (1.658361550639657) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.54326629638672 (27.346773861280454) | > grad_norm_1: tensor(395.4431, device='cuda:0') (tensor(334.8868, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8198 (0.860400133662754) | > loader_time: 0.009 (0.011253450820648594)  --> TIME: 2025-05-12 12:48:35 -- STEP: 662/725 -- GLOBAL_STEP: 435850 | > loss_disc: 2.1338579654693604 (2.2020703222816453) | > loss_disc_real_0: 0.15067130327224731 (0.13664651109507792) | > loss_disc_real_1: 0.20155851542949677 (0.18965867690719507) | > loss_disc_real_2: 0.18806783854961395 (0.18898941621499493) | > loss_disc_real_3: 0.2154795378446579 (0.20443095028220357) | > loss_disc_real_4: 0.17997603118419647 (0.19444060197319527) | > loss_disc_real_5: 0.20312634110450745 (0.20830968612090348) | > loss_0: 2.1338579654693604 (2.2020703222816453) | > grad_norm_0: tensor(30.0471, device='cuda:0') (tensor(21.3252, device='cuda:0')) | > loss_gen: 2.8112778663635254 (2.7676980329784358) | > loss_kl: 1.7473920583724976 (1.7193252485684398) | > loss_feat: 8.44677448272705 (8.296519218974959) | > loss_mel: 12.956944465637207 (12.891847888508597) | > loss_duration: 1.661112904548645 (1.6586527988269604) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.623502731323242 (27.334043208926104) | > grad_norm_1: tensor(413.2966, device='cuda:0') (tensor(335.9123, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8865 (0.8605680757418863) | > loader_time: 0.0102 (0.011222721226625938)  --> TIME: 2025-05-12 12:49:19 -- STEP: 712/725 -- GLOBAL_STEP: 435900 | > loss_disc: 2.1554102897644043 (2.2014792919828663) | > loss_disc_real_0: 0.15052160620689392 (0.1366527480586024) | > loss_disc_real_1: 0.20198263227939606 (0.18958476589720571) | > loss_disc_real_2: 0.17978407442569733 (0.18888652653255503) | > loss_disc_real_3: 0.21073320508003235 (0.20428761762430836) | > loss_disc_real_4: 0.1942421793937683 (0.19428714555217325) | > loss_disc_real_5: 0.20587211847305298 (0.20837799604103144) | > loss_0: 2.1554102897644043 (2.2014792919828663) | > grad_norm_0: tensor(16.0499, device='cuda:0') (tensor(21.3456, device='cuda:0')) | > loss_gen: 2.9616498947143555 (2.768387571479496) | > loss_kl: 1.8522343635559082 (1.7202518455098184) | > loss_feat: 8.347369194030762 (8.291827907053268) | > loss_mel: 12.33781909942627 (12.881948065221984) | > loss_duration: 1.648041009902954 (1.6581416230523178) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.147113800048828 (27.320557023702044) | > grad_norm_1: tensor(330.5549, device='cuda:0') (tensor(337.2812, device='cuda:0')) | > current_lr_0: 0.00018701487719561334 | > current_lr_1: 0.00018701487719561334 | > step_time: 0.8199 (0.860790203126629) | > loader_time: 0.0106 (0.011229700921626583)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3967361450195312 (2.3967361450195312) | > loss_disc_real_0: 0.1658005714416504 (0.1658005714416504) | > loss_disc_real_1: 0.16870097815990448 (0.16870097815990448) | > loss_disc_real_2: 0.2306436449289322 (0.2306436449289322) | > loss_disc_real_3: 0.24127386510372162 (0.24127386510372162) | > loss_disc_real_4: 0.24718841910362244 (0.24718841910362244) | > loss_disc_real_5: 0.24799402058124542 (0.24799402058124542) | > loss_0: 2.3967361450195312 (2.3967361450195312) | > loss_gen: 2.588319778442383 (2.588319778442383) | > loss_kl: 1.970930576324463 (1.970930576324463) | > loss_feat: 7.28458833694458 (7.28458833694458) | > loss_mel: 12.345612525939941 (12.345612525939941) | > loss_duration: 1.7468249797821045 (1.7468249797821045) | > loss_1: 25.936275482177734 (25.936275482177734)  --> STEP: 1 | > loss_disc: 2.2826547622680664 (2.2826547622680664) | > loss_disc_real_0: 0.14576829969882965 (0.14576829969882965) | > loss_disc_real_1: 0.16242815554141998 (0.16242815554141998) | > loss_disc_real_2: 0.21193692088127136 (0.21193692088127136) | > loss_disc_real_3: 0.23228728771209717 (0.23228728771209717) | > loss_disc_real_4: 0.2560798227787018 (0.2560798227787018) | > loss_disc_real_5: 0.26046860218048096 (0.26046860218048096) | > loss_0: 2.2826547622680664 (2.2826547622680664) | > loss_gen: 2.775723934173584 (2.775723934173584) | > loss_kl: 2.2210543155670166 (2.2210543155670166) | > loss_feat: 8.3743314743042 (8.3743314743042) | > loss_mel: 13.421253204345703 (13.421253204345703) | > loss_duration: 1.8812214136123657 (1.8812214136123657) | > loss_1: 28.673585891723633 (28.673585891723633)  --> STEP: 2 | > loss_disc: 2.3268473148345947 (2.3047510385513306) | > loss_disc_real_0: 0.15531864762306213 (0.1505434736609459) | > loss_disc_real_1: 0.1644897162914276 (0.1634589359164238) | > loss_disc_real_2: 0.2150145024061203 (0.21347571164369583) | > loss_disc_real_3: 0.23817235231399536 (0.23522982001304626) | > loss_disc_real_4: 0.24538590013980865 (0.2507328614592552) | > loss_disc_real_5: 0.2440103441476822 (0.2522394731640816) | > loss_0: 2.3268473148345947 (2.3047510385513306) | > loss_gen: 2.664088487625122 (2.719906210899353) | > loss_kl: 2.029921770095825 (2.125488042831421) | > loss_feat: 8.11624526977539 (8.245288372039795) | > loss_mel: 12.81246280670166 (13.116858005523682) | > loss_duration: 1.893775463104248 (1.8874984383583069) | > loss_1: 27.516494750976562 (28.095040321350098)  --> STEP: 3 | > loss_disc: 2.329143762588501 (2.3128819465637207) | > loss_disc_real_0: 0.13896186649799347 (0.14668293793996176) | > loss_disc_real_1: 0.17087283730506897 (0.1659302363793055) | > loss_disc_real_2: 0.20722737908363342 (0.21139293412367502) | > loss_disc_real_3: 0.2510319948196411 (0.24049721161524454) | > loss_disc_real_4: 0.2602488696575165 (0.25390486419200897) | > loss_disc_real_5: 0.2525542974472046 (0.25234441459178925) | > loss_0: 2.329143762588501 (2.3128819465637207) | > loss_gen: 2.731863260269165 (2.7238918940226235) | > loss_kl: 1.9246830940246582 (2.0585530598958335) | > loss_feat: 8.011609077453613 (8.1673952738444) | > loss_mel: 12.724214553833008 (12.985976854960123) | > loss_duration: 1.8476169109344482 (1.8742045958836873) | > loss_1: 27.239986419677734 (27.810022354125977)  --> STEP: 4 | > loss_disc: 2.4455788135528564 (2.3460561633110046) | > loss_disc_real_0: 0.17638008296489716 (0.1541072241961956) | > loss_disc_real_1: 0.18431060016155243 (0.17052532732486725) | > loss_disc_real_2: 0.19429628551006317 (0.20711877197027206) | > loss_disc_real_3: 0.2088613659143448 (0.2325882501900196) | > loss_disc_real_4: 0.2183479517698288 (0.24501563608646393) | > loss_disc_real_5: 0.265596866607666 (0.25565752759575844) | > loss_0: 2.4455788135528564 (2.3460561633110046) | > loss_gen: 2.344348430633545 (2.629006028175354) | > loss_kl: 2.0079565048217773 (2.0459039211273193) | > loss_feat: 6.5184550285339355 (7.755160212516785) | > loss_mel: 10.799419403076172 (12.439337491989136) | > loss_duration: 1.7966169118881226 (1.8548076748847961) | > loss_1: 23.466796875 (26.724215984344482) --> EVAL PERFORMANCE | > avg_loader_time: 0.32831722497940063 (+0.00037419795989990234) | > avg_loss_disc: 2.3460561633110046 (+0.04994165897369385) | > avg_loss_disc_real_0: 0.1541072241961956 (+0.03426901251077652) | > avg_loss_disc_real_1: 0.17052532732486725 (+0.004393450915813446) | > avg_loss_disc_real_2: 0.20711877197027206 (-0.013345539569854736) | > avg_loss_disc_real_3: 0.2325882501900196 (-0.02444358542561531) | > avg_loss_disc_real_4: 0.24501563608646393 (-0.005013518035411835) | > avg_loss_disc_real_5: 0.25565752759575844 (-0.031721729785203934) | > avg_loss_0: 2.3460561633110046 (+0.04994165897369385) | > avg_loss_gen: 2.629006028175354 (-0.1273481845855713) | > avg_loss_kl: 2.0459039211273193 (+0.022425442934036255) | > avg_loss_feat: 7.755160212516785 (-0.2516939640045166) | > avg_loss_mel: 12.439337491989136 (-1.2154324054718018) | > avg_loss_duration: 1.8548076748847961 (+0.005342990159988403) | > avg_loss_1: 26.724215984344482 (-1.5667052268981934)  > EPOCH: 538/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 12:49:37)   --> TIME: 2025-05-12 12:50:12 -- STEP: 37/725 -- GLOBAL_STEP: 435950 | > loss_disc: 2.157459259033203 (2.192609348812619) | > loss_disc_real_0: 0.14144541323184967 (0.13350793417241122) | > loss_disc_real_1: 0.20938925445079803 (0.1921948166312398) | > loss_disc_real_2: 0.1790369302034378 (0.1870348876392519) | > loss_disc_real_3: 0.21224218606948853 (0.20508937497396726) | > loss_disc_real_4: 0.15511451661586761 (0.19505515372430957) | > loss_disc_real_5: 0.21691760420799255 (0.20730301214231028) | > loss_0: 2.157459259033203 (2.192609348812619) | > grad_norm_0: tensor(19.2243, device='cuda:0') (tensor(24.6413, device='cuda:0')) | > loss_gen: 2.789818286895752 (2.784094443192353) | > loss_kl: 1.66537344455719 (1.7150951011760815) | > loss_feat: 7.895613670349121 (8.358844409117827) | > loss_mel: 11.502117156982422 (12.947127625748918) | > loss_duration: 1.6464993953704834 (1.6568711545016315) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.499422073364258 (27.462033039814717) | > grad_norm_1: tensor(477.6729, device='cuda:0') (tensor(406.7208, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8675 (0.8603104320732323) | > loader_time: 0.01 (0.01056062853014147)  --> TIME: 2025-05-12 12:50:55 -- STEP: 87/725 -- GLOBAL_STEP: 436000 | > loss_disc: 2.1209847927093506 (2.1867232706354964) | > loss_disc_real_0: 0.08687321096658707 (0.133491618965549) | > loss_disc_real_1: 0.14515361189842224 (0.19039639111222897) | > loss_disc_real_2: 0.16455261409282684 (0.18768635118144675) | > loss_disc_real_3: 0.1867239624261856 (0.20530608347777668) | > loss_disc_real_4: 0.18426261842250824 (0.19407192951646343) | > loss_disc_real_5: 0.20089754462242126 (0.20425819014680796) | > loss_0: 2.1209847927093506 (2.1867232706354964) | > grad_norm_0: tensor(29.2635, device='cuda:0') (tensor(26.9187, device='cuda:0')) | > loss_gen: 2.805126428604126 (2.8017385992510557) | > loss_kl: 1.6886659860610962 (1.7115745037451557) | > loss_feat: 9.26832103729248 (8.355059771702207) | > loss_mel: 13.368846893310547 (12.883389604502714) | > loss_duration: 1.6363286972045898 (1.6572767071340273) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.767288208007812 (27.409039464490167) | > grad_norm_1: tensor(529.7280, device='cuda:0') (tensor(434.9194, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8384 (0.8617080162311422) | > loader_time: 0.0105 (0.010429275446924674) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_436000.pth  --> TIME: 2025-05-12 12:51:41 -- STEP: 137/725 -- GLOBAL_STEP: 436050 | > loss_disc: 2.2269139289855957 (2.1888920730047867) | > loss_disc_real_0: 0.13823553919792175 (0.133185700669776) | > loss_disc_real_1: 0.17546673119068146 (0.19025504654341371) | > loss_disc_real_2: 0.1866462081670761 (0.18783496396384966) | > loss_disc_real_3: 0.19256846606731415 (0.20493611410586507) | > loss_disc_real_4: 0.20539547502994537 (0.19335123972736135) | > loss_disc_real_5: 0.20149102807044983 (0.2061571489720449) | > loss_0: 2.2269139289855957 (2.1888920730047867) | > grad_norm_0: tensor(33.3253, device='cuda:0') (tensor(24.9803, device='cuda:0')) | > loss_gen: 2.626805305480957 (2.7923543888286955) | > loss_kl: 1.570600986480713 (1.707150150389567) | > loss_feat: 7.6745781898498535 (8.340520204418768) | > loss_mel: 11.356396675109863 (12.820393395249862) | > loss_duration: 1.6448003053665161 (1.6569848373858593) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.87318229675293 (27.317403055455564) | > grad_norm_1: tensor(458.4615, device='cuda:0') (tensor(403.9350, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8341 (0.8605523039824772) | > loader_time: 0.01 (0.010376888470058026)  --> TIME: 2025-05-12 12:52:26 -- STEP: 187/725 -- GLOBAL_STEP: 436100 | > loss_disc: 2.3558197021484375 (2.190820537786433) | > loss_disc_real_0: 0.14894822239875793 (0.13427011481421525) | > loss_disc_real_1: 0.20644955337047577 (0.1900431491474417) | > loss_disc_real_2: 0.2100176215171814 (0.18789410909866894) | > loss_disc_real_3: 0.22957558929920197 (0.20494272101690425) | > loss_disc_real_4: 0.20716628432273865 (0.19315847802289668) | > loss_disc_real_5: 0.2564298212528229 (0.20611430330072494) | > loss_0: 2.3558197021484375 (2.190820537786433) | > grad_norm_0: tensor(34.7364, device='cuda:0') (tensor(25.0024, device='cuda:0')) | > loss_gen: 2.535769462585449 (2.785579241533331) | > loss_kl: 1.6471562385559082 (1.6983897660505325) | > loss_feat: 7.754806041717529 (8.322803081675655) | > loss_mel: 11.77747917175293 (12.801721537176938) | > loss_duration: 1.6722743511199951 (1.6577635448884194) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.387483596801758 (27.266257219773564) | > grad_norm_1: tensor(424.2342, device='cuda:0') (tensor(398.9863, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.865 (0.8631472944575838) | > loader_time: 0.0099 (0.010328048053272266)  --> TIME: 2025-05-12 12:53:10 -- STEP: 237/725 -- GLOBAL_STEP: 436150 | > loss_disc: 2.1139566898345947 (2.1912699857341593) | > loss_disc_real_0: 0.08211377263069153 (0.13364634788614804) | > loss_disc_real_1: 0.17409326136112213 (0.19001976227710016) | > loss_disc_real_2: 0.1619534194469452 (0.18780359342882896) | > loss_disc_real_3: 0.22919276356697083 (0.20499613648476983) | > loss_disc_real_4: 0.1858614981174469 (0.19369864155723074) | > loss_disc_real_5: 0.1941451132297516 (0.20578692620816613) | > loss_0: 2.1139566898345947 (2.1912699857341593) | > grad_norm_0: tensor(29.5546, device='cuda:0') (tensor(25.0228, device='cuda:0')) | > loss_gen: 3.0396952629089355 (2.789768060048422) | > loss_kl: 1.930528998374939 (1.7053927203270955) | > loss_feat: 9.094889640808105 (8.343588835076444) | > loss_mel: 14.18138599395752 (12.8186840548294) | > loss_duration: 1.637082815170288 (1.6583954201468933) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.883583068847656 (27.315829104009058) | > grad_norm_1: tensor(496.3392, device='cuda:0') (tensor(399.2808, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8247 (0.8645165922269542) | > loader_time: 0.0092 (0.010235266343450747)  --> TIME: 2025-05-12 12:53:53 -- STEP: 287/725 -- GLOBAL_STEP: 436200 | > loss_disc: 2.1331613063812256 (2.1935855673580633) | > loss_disc_real_0: 0.1665690839290619 (0.1343738334415683) | > loss_disc_real_1: 0.1903531551361084 (0.1897778523508265) | > loss_disc_real_2: 0.17415602505207062 (0.188048086515287) | > loss_disc_real_3: 0.19149059057235718 (0.20501505092876712) | > loss_disc_real_4: 0.18108275532722473 (0.1938254500411529) | > loss_disc_real_5: 0.22312547266483307 (0.20638381905256664) | > loss_0: 2.1331613063812256 (2.1935855673580633) | > grad_norm_0: tensor(39.5577, device='cuda:0') (tensor(24.9277, device='cuda:0')) | > loss_gen: 2.9276444911956787 (2.78200841531521) | > loss_kl: 1.4205306768417358 (1.7080505126860077) | > loss_feat: 9.515316009521484 (8.31061188435305) | > loss_mel: 13.118792533874512 (12.801053143544477) | > loss_duration: 1.6715549230575562 (1.658902359756443) | > amp_scaler: 256.0 (277.4076655052266) | > loss_1: 28.653837203979492 (27.26062630444038) | > grad_norm_1: 0 (tensor(394.8658, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8194 (0.8626382600139659) | > loader_time: 0.0099 (0.010153428187353687)  --> TIME: 2025-05-12 12:54:38 -- STEP: 337/725 -- GLOBAL_STEP: 436250 | > loss_disc: 2.021852970123291 (2.1918569647593733) | > loss_disc_real_0: 0.12013430148363113 (0.1345325783558346) | > loss_disc_real_1: 0.19944091141223907 (0.1895645076425563) | > loss_disc_real_2: 0.17842504382133484 (0.1879989710423641) | > loss_disc_real_3: 0.16706611216068268 (0.2047965550015871) | > loss_disc_real_4: 0.17978209257125854 (0.19390076314837001) | > loss_disc_real_5: 0.19509688019752502 (0.20630886646689575) | > loss_0: 2.021852970123291 (2.1918569647593733) | > grad_norm_0: tensor(29.4924, device='cuda:0') (tensor(24.4609, device='cuda:0')) | > loss_gen: 2.956482410430908 (2.7812327022722254) | > loss_kl: 1.6326854228973389 (1.7083137693320247) | > loss_feat: 9.476078033447266 (8.317554949299158) | > loss_mel: 13.79996109008789 (12.815126379448865) | > loss_duration: 1.6515864133834839 (1.658499061530704) | > amp_scaler: 256.0 (274.2314540059348) | > loss_1: 29.516794204711914 (27.2807268601143) | > grad_norm_1: tensor(505.1629, device='cuda:0') (tensor(388.1561, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8917 (0.8636046248302969) | > loader_time: 0.0112 (0.010191653531807465)  --> TIME: 2025-05-12 12:55:21 -- STEP: 387/725 -- GLOBAL_STEP: 436300 | > loss_disc: 2.1974291801452637 (2.1909616982289957) | > loss_disc_real_0: 0.13926568627357483 (0.13408963305235536) | > loss_disc_real_1: 0.19799217581748962 (0.18950110392823077) | > loss_disc_real_2: 0.20103351771831512 (0.18793846932492503) | > loss_disc_real_3: 0.2096581608057022 (0.20465327483585022) | > loss_disc_real_4: 0.18195919692516327 (0.19391537263257863) | > loss_disc_real_5: 0.21933473646640778 (0.20684527334316757) | > loss_0: 2.1974291801452637 (2.1909616982289957) | > grad_norm_0: tensor(32.1510, device='cuda:0') (tensor(23.9906, device='cuda:0')) | > loss_gen: 2.7500596046447754 (2.778688002618396) | > loss_kl: 1.4720453023910522 (1.7110040332611827) | > loss_feat: 8.222630500793457 (8.309508868274143) | > loss_mel: 12.560790061950684 (12.818526753467491) | > loss_duration: 1.7341814041137695 (1.658464139438106) | > amp_scaler: 256.0 (271.87596899224815) | > loss_1: 26.739707946777344 (27.276191790282567) | > grad_norm_1: tensor(439.7103, device='cuda:0') (tensor(384.0145, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8764 (0.8635948055474333) | > loader_time: 0.0094 (0.010189722366727294)  --> TIME: 2025-05-12 12:56:05 -- STEP: 437/725 -- GLOBAL_STEP: 436350 | > loss_disc: 2.1284127235412598 (2.1928034786228716) | > loss_disc_real_0: 0.13887111842632294 (0.13466361238359043) | > loss_disc_real_1: 0.14903971552848816 (0.18965332107767627) | > loss_disc_real_2: 0.2257951945066452 (0.18803767113172754) | > loss_disc_real_3: 0.1766142100095749 (0.20476165366118232) | > loss_disc_real_4: 0.17441612482070923 (0.19393452470035244) | > loss_disc_real_5: 0.23519547283649445 (0.20701855475624312) | > loss_0: 2.1284127235412598 (2.1928034786228716) | > grad_norm_0: tensor(15.4376, device='cuda:0') (tensor(23.7260, device='cuda:0')) | > loss_gen: 2.905348062515259 (2.7776831844033003) | > loss_kl: 1.7824597358703613 (1.7081232332801377) | > loss_feat: 9.284107208251953 (8.297208532861493) | > loss_mel: 13.858850479125977 (12.805720451494649) | > loss_duration: 1.62521493434906 (1.6582393531668371) | > amp_scaler: 256.0 (270.05949656750585) | > loss_1: 29.45598030090332 (27.246974744294814) | > grad_norm_1: tensor(394.0239, device='cuda:0') (tensor(379.5117, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8975 (0.8632840891997383) | > loader_time: 0.0105 (0.010168004636088008)  --> TIME: 2025-05-12 12:56:49 -- STEP: 487/725 -- GLOBAL_STEP: 436400 | > loss_disc: 2.2703261375427246 (2.1944667428915485) | > loss_disc_real_0: 0.15503987669944763 (0.13449675488826926) | > loss_disc_real_1: 0.19042031466960907 (0.18981232152949606) | > loss_disc_real_2: 0.2060156762599945 (0.18840413737957964) | > loss_disc_real_3: 0.20342159271240234 (0.20478512582348113) | > loss_disc_real_4: 0.21693527698516846 (0.19402060386948514) | > loss_disc_real_5: 0.23123764991760254 (0.207207863274541) | > loss_0: 2.2703261375427246 (2.1944667428915485) | > grad_norm_0: tensor(18.0564, device='cuda:0') (tensor(23.3526, device='cuda:0')) | > loss_gen: 2.7969470024108887 (2.775238540383087) | > loss_kl: 1.6202971935272217 (1.705805889879653) | > loss_feat: 7.987653732299805 (8.277409369451064) | > loss_mel: 11.826918601989746 (12.794925456663911) | > loss_duration: 1.6391502618789673 (1.6586387896684647) | > amp_scaler: 256.0 (268.61601642710485) | > loss_1: 25.870967864990234 (27.212018065873597) | > grad_norm_1: tensor(236.9978, device='cuda:0') (tensor(376.8912, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8354 (0.8634572239627094) | > loader_time: 0.0104 (0.010180707340122984)  --> TIME: 2025-05-12 12:57:34 -- STEP: 537/725 -- GLOBAL_STEP: 436450 | > loss_disc: 2.159942865371704 (2.1951265044274484) | > loss_disc_real_0: 0.1409728229045868 (0.13470105421720718) | > loss_disc_real_1: 0.22720512747764587 (0.1898597686428375) | > loss_disc_real_2: 0.20862281322479248 (0.18841658521519902) | > loss_disc_real_3: 0.21850243210792542 (0.20499597123548305) | > loss_disc_real_4: 0.16504019498825073 (0.193992561468199) | > loss_disc_real_5: 0.17819255590438843 (0.20735109659879566) | > loss_0: 2.159942865371704 (2.1951265044274484) | > grad_norm_0: tensor(16.4818, device='cuda:0') (tensor(23.3578, device='cuda:0')) | > loss_gen: 2.6956236362457275 (2.776061086015326) | > loss_kl: 1.6975173950195312 (1.7066176843376792) | > loss_feat: 8.334470748901367 (8.285709995575235) | > loss_mel: 12.522610664367676 (12.820420996880841) | > loss_duration: 1.6834924221038818 (1.6592517487385638) | > amp_scaler: 256.0 (267.44134078212295) | > loss_1: 26.9337158203125 (27.248061544180356) | > grad_norm_1: tensor(487.2039, device='cuda:0') (tensor(373.9691, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8549 (0.8642434359040784) | > loader_time: 0.0092 (0.01019055350532745)  --> TIME: 2025-05-12 12:58:18 -- STEP: 587/725 -- GLOBAL_STEP: 436500 | > loss_disc: 2.2124693393707275 (2.1964759747458054) | > loss_disc_real_0: 0.16104423999786377 (0.13492649930705417) | > loss_disc_real_1: 0.1833088994026184 (0.19003819992838744) | > loss_disc_real_2: 0.19408632814884186 (0.188300370738494) | > loss_disc_real_3: 0.22782811522483826 (0.20500828635448892) | > loss_disc_real_4: 0.2094835340976715 (0.19406314468363478) | > loss_disc_real_5: 0.2309010624885559 (0.20757121484872637) | > loss_0: 2.2124693393707275 (2.1964759747458054) | > grad_norm_0: tensor(17.9013, device='cuda:0') (tensor(23.1549, device='cuda:0')) | > loss_gen: 2.938439130783081 (2.7741192268553503) | > loss_kl: 1.745110034942627 (1.708193530622089) | > loss_feat: 8.53097915649414 (8.281328436869371) | > loss_mel: 12.954750061035156 (12.817704426572108) | > loss_duration: 1.6351065635681152 (1.658746941938513) | > amp_scaler: 256.0 (266.466780238501) | > loss_1: 27.804384231567383 (27.240092591085883) | > grad_norm_1: tensor(147.5460, device='cuda:0') (tensor(371.7173, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8684 (0.864508233647127) | > loader_time: 0.0103 (0.010172909731759324)  --> TIME: 2025-05-12 12:59:02 -- STEP: 637/725 -- GLOBAL_STEP: 436550 | > loss_disc: 2.307982921600342 (2.1982589181588614) | > loss_disc_real_0: 0.1777968406677246 (0.1351122852046413) | > loss_disc_real_1: 0.21298211812973022 (0.19029726090386284) | > loss_disc_real_2: 0.19496844708919525 (0.18859168351445116) | > loss_disc_real_3: 0.18528054654598236 (0.2051520868083184) | > loss_disc_real_4: 0.19620002806186676 (0.19407539792487535) | > loss_disc_real_5: 0.21741950511932373 (0.20759098489112354) | > loss_0: 2.307982921600342 (2.1982589181588614) | > grad_norm_0: tensor(16.0504, device='cuda:0') (tensor(23.2222, device='cuda:0')) | > loss_gen: 2.6454904079437256 (2.773761149665434) | > loss_kl: 1.6647733449935913 (1.7117899031242358) | > loss_feat: 7.423556327819824 (8.276584928413758) | > loss_mel: 11.107864379882812 (12.815612418685271) | > loss_duration: 1.626118540763855 (1.6585427225103933) | > amp_scaler: 256.0 (265.6452119309265) | > loss_1: 24.467802047729492 (27.236291154774626) | > grad_norm_1: tensor(377.7052, device='cuda:0') (tensor(369.9512, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8429 (0.8642591075208536) | > loader_time: 0.0104 (0.010147470881463595)  --> TIME: 2025-05-12 12:59:45 -- STEP: 687/725 -- GLOBAL_STEP: 436600 | > loss_disc: 2.1345834732055664 (2.1987317307720704) | > loss_disc_real_0: 0.15650810301303864 (0.13538029732445644) | > loss_disc_real_1: 0.18781597912311554 (0.19052810643784682) | > loss_disc_real_2: 0.20396150648593903 (0.18861394715014157) | > loss_disc_real_3: 0.2060476839542389 (0.20504153681460768) | > loss_disc_real_4: 0.1620367020368576 (0.194161756568774) | > loss_disc_real_5: 0.20016463100910187 (0.2074226304086189) | > loss_0: 2.1345834732055664 (2.1987317307720704) | > grad_norm_0: tensor(30.4348, device='cuda:0') (tensor(23.4573, device='cuda:0')) | > loss_gen: 2.9072697162628174 (2.7748192553957445) | > loss_kl: 1.754339575767517 (1.7147823796001584) | > loss_feat: 9.330334663391113 (8.276133939168341) | > loss_mel: 14.4458589553833 (12.815790284669038) | > loss_duration: 1.680496096611023 (1.6584137403982349) | > amp_scaler: 256.0 (264.9432314410482) | > loss_1: 30.11829948425293 (27.239939635497525) | > grad_norm_1: tensor(239.5514, device='cuda:0') (tensor(372.9606, device='cuda:0')) | > current_lr_0: 0.0001869915003359639 | > current_lr_1: 0.0001869915003359639 | > step_time: 0.8933 (0.8634091492476595) | > loader_time: 0.0101 (0.01014270463191092)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3209102153778076 (2.3209102153778076) | > loss_disc_real_0: 0.13477911055088043 (0.13477911055088043) | > loss_disc_real_1: 0.20289969444274902 (0.20289969444274902) | > loss_disc_real_2: 0.19141770899295807 (0.19141770899295807) | > loss_disc_real_3: 0.18672071397304535 (0.18672071397304535) | > loss_disc_real_4: 0.23428061604499817 (0.23428061604499817) | > loss_disc_real_5: 0.21768513321876526 (0.21768513321876526) | > loss_0: 2.3209102153778076 (2.3209102153778076) | > loss_gen: 2.38310170173645 (2.38310170173645) | > loss_kl: 1.9446496963500977 (1.9446496963500977) | > loss_feat: 7.60117769241333 (7.60117769241333) | > loss_mel: 12.553272247314453 (12.553272247314453) | > loss_duration: 1.7261989116668701 (1.7261989116668701) | > loss_1: 26.20840072631836 (26.20840072631836)  --> STEP: 1 | > loss_disc: 2.2840800285339355 (2.2840800285339355) | > loss_disc_real_0: 0.15205655992031097 (0.15205655992031097) | > loss_disc_real_1: 0.20438578724861145 (0.20438578724861145) | > loss_disc_real_2: 0.18972957134246826 (0.18972957134246826) | > loss_disc_real_3: 0.16592635214328766 (0.16592635214328766) | > loss_disc_real_4: 0.24894241988658905 (0.24894241988658905) | > loss_disc_real_5: 0.2273862510919571 (0.2273862510919571) | > loss_0: 2.2840800285339355 (2.2840800285339355) | > loss_gen: 2.5758466720581055 (2.5758466720581055) | > loss_kl: 2.1852610111236572 (2.1852610111236572) | > loss_feat: 8.188288688659668 (8.188288688659668) | > loss_mel: 13.115447998046875 (13.115447998046875) | > loss_duration: 1.878037452697754 (1.878037452697754) | > loss_1: 27.942882537841797 (27.942882537841797)  --> STEP: 2 | > loss_disc: 2.3365578651428223 (2.310318946838379) | > loss_disc_real_0: 0.14582638442516327 (0.14894147217273712) | > loss_disc_real_1: 0.2055504471063614 (0.20496811717748642) | > loss_disc_real_2: 0.21039979159832 (0.20006468147039413) | > loss_disc_real_3: 0.18354080617427826 (0.17473357915878296) | > loss_disc_real_4: 0.23738226294517517 (0.2431623414158821) | > loss_disc_real_5: 0.2290581911802292 (0.22822222113609314) | > loss_0: 2.3365578651428223 (2.310318946838379) | > loss_gen: 2.5101301670074463 (2.542988419532776) | > loss_kl: 2.0282909870147705 (2.106775999069214) | > loss_feat: 7.574725151062012 (7.88150691986084) | > loss_mel: 12.01282024383545 (12.564134120941162) | > loss_duration: 1.9014616012573242 (1.889749526977539) | > loss_1: 26.027427673339844 (26.98515510559082)  --> STEP: 3 | > loss_disc: 2.176447629928589 (2.2656951745351157) | > loss_disc_real_0: 0.11983657628297806 (0.1392398402094841) | > loss_disc_real_1: 0.2033877968788147 (0.20444134374459585) | > loss_disc_real_2: 0.18223261833190918 (0.19412066042423248) | > loss_disc_real_3: 0.1790660321712494 (0.17617773016293845) | > loss_disc_real_4: 0.24626043438911438 (0.2441950390736262) | > loss_disc_real_5: 0.17394164204597473 (0.21012869477272034) | > loss_0: 2.176447629928589 (2.2656951745351157) | > loss_gen: 2.5866098403930664 (2.5575288931528726) | > loss_kl: 2.101064443588257 (2.104872147242228) | > loss_feat: 8.234004020690918 (7.999005953470866) | > loss_mel: 13.441755294799805 (12.856674512227377) | > loss_duration: 1.8578325510025024 (1.8791105349858601) | > loss_1: 28.22126579284668 (27.397192001342773)  --> STEP: 4 | > loss_disc: 2.1347951889038086 (2.232970178127289) | > loss_disc_real_0: 0.14596983790397644 (0.14092233963310719) | > loss_disc_real_1: 0.2034275084733963 (0.20418788492679596) | > loss_disc_real_2: 0.16557297110557556 (0.18698373809456825) | > loss_disc_real_3: 0.13499410450458527 (0.16588182374835014) | > loss_disc_real_4: 0.22422757744789124 (0.23920317366719246) | > loss_disc_real_5: 0.18329551815986633 (0.20342040061950684) | > loss_0: 2.1347951889038086 (2.232970178127289) | > loss_gen: 2.651323080062866 (2.580977439880371) | > loss_kl: 1.926106333732605 (2.0601806938648224) | > loss_feat: 10.407615661621094 (8.601158380508423) | > loss_mel: 16.028579711914062 (13.649650812149048) | > loss_duration: 1.766209363937378 (1.8508852422237396) | > loss_1: 32.77983474731445 (28.742852687835693) --> EVAL PERFORMANCE | > avg_loader_time: 0.3266974091529846 (-0.0016198158264160156) | > avg_loss_disc: 2.232970178127289 (-0.11308598518371582) | > avg_loss_disc_real_0: 0.14092233963310719 (-0.013184884563088417) | > avg_loss_disc_real_1: 0.20418788492679596 (+0.03366255760192871) | > avg_loss_disc_real_2: 0.18698373809456825 (-0.02013503387570381) | > avg_loss_disc_real_3: 0.16588182374835014 (-0.06670642644166946) | > avg_loss_disc_real_4: 0.23920317366719246 (-0.005812462419271469) | > avg_loss_disc_real_5: 0.20342040061950684 (-0.0522371269762516) | > avg_loss_0: 2.232970178127289 (-0.11308598518371582) | > avg_loss_gen: 2.580977439880371 (-0.04802858829498291) | > avg_loss_kl: 2.0601806938648224 (+0.014276772737503052) | > avg_loss_feat: 8.601158380508423 (+0.8459981679916382) | > avg_loss_mel: 13.649650812149048 (+1.210313320159912) | > avg_loss_duration: 1.8508852422237396 (-0.0039224326610565186) | > avg_loss_1: 28.742852687835693 (+2.018636703491211)  > EPOCH: 539/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 13:00:25)   --> TIME: 2025-05-12 13:00:37 -- STEP: 12/725 -- GLOBAL_STEP: 436650 | > loss_disc: 2.1875839233398438 (2.2448007265726724) | > loss_disc_real_0: 0.15469670295715332 (0.13923752121627328) | > loss_disc_real_1: 0.20515316724777222 (0.19309464593728384) | > loss_disc_real_2: 0.22083503007888794 (0.19734851146737734) | > loss_disc_real_3: 0.21949942409992218 (0.2130393199622631) | > loss_disc_real_4: 0.1996813267469406 (0.20558730388681093) | > loss_disc_real_5: 0.19015814363956451 (0.2081861508389314) | > loss_0: 2.1875839233398438 (2.2448007265726724) | > grad_norm_0: tensor(21.9312, device='cuda:0') (tensor(13.3826, device='cuda:0')) | > loss_gen: 2.87443470954895 (2.7218085328737893) | > loss_kl: 1.6968505382537842 (1.7498561243216197) | > loss_feat: 8.477235794067383 (8.236005783081055) | > loss_mel: 13.393609046936035 (13.03619639078776) | > loss_duration: 1.6896305084228516 (1.6576350231965382) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.13176155090332 (27.40150245030721) | > grad_norm_1: tensor(181.4453, device='cuda:0') (tensor(108.3164, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8463 (0.842096209526062) | > loader_time: 0.0097 (0.010450522104899088)  --> TIME: 2025-05-12 13:01:21 -- STEP: 62/725 -- GLOBAL_STEP: 436700 | > loss_disc: 2.1928634643554688 (2.209966221163349) | > loss_disc_real_0: 0.12035302817821503 (0.13459236835760455) | > loss_disc_real_1: 0.21263931691646576 (0.19056798878215975) | > loss_disc_real_2: 0.20023590326309204 (0.19028039036258576) | > loss_disc_real_3: 0.18153105676174164 (0.20727356979923864) | > loss_disc_real_4: 0.20875748991966248 (0.19566422051960422) | > loss_disc_real_5: 0.19942067563533783 (0.2101977914571762) | > loss_0: 2.1928634643554688 (2.209966221163349) | > grad_norm_0: tensor(39.9822, device='cuda:0') (tensor(20.0714, device='cuda:0')) | > loss_gen: 2.799877166748047 (2.757520729495633) | > loss_kl: 1.627902626991272 (1.7206969280396738) | > loss_feat: 8.752086639404297 (8.253175081745269) | > loss_mel: 13.300071716308594 (12.896402558972758) | > loss_duration: 1.699980616569519 (1.6525621471866485) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.17991828918457 (27.28035763771303) | > grad_norm_1: tensor(638.8518, device='cuda:0') (tensor(296.8346, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8451 (0.8607156584339757) | > loader_time: 0.0103 (0.010278482590952227)  --> TIME: 2025-05-12 13:02:05 -- STEP: 112/725 -- GLOBAL_STEP: 436750 | > loss_disc: 2.159414291381836 (2.206747691546167) | > loss_disc_real_0: 0.14758393168449402 (0.13391092466190452) | > loss_disc_real_1: 0.1856217235326767 (0.19068664418799536) | > loss_disc_real_2: 0.19034691154956818 (0.18927343588854587) | > loss_disc_real_3: 0.2165043205022812 (0.20676638718162263) | > loss_disc_real_4: 0.18639324605464935 (0.1939518109762243) | > loss_disc_real_5: 0.26189422607421875 (0.2106379656387227) | > loss_0: 2.159414291381836 (2.206747691546167) | > grad_norm_0: tensor(13.3454, device='cuda:0') (tensor(19.7293, device='cuda:0')) | > loss_gen: 2.813934803009033 (2.7564110245023454) | > loss_kl: 1.7121604681015015 (1.7163938933185168) | > loss_feat: 8.858585357666016 (8.261993897812712) | > loss_mel: 13.78022575378418 (12.895429262093135) | > loss_duration: 1.6341235637664795 (1.6555769475443023) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.799028396606445 (27.285805123192922) | > grad_norm_1: tensor(150.6112, device='cuda:0') (tensor(302.2684, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8464 (0.8627748766115734) | > loader_time: 0.0098 (0.01026248506137303)  --> TIME: 2025-05-12 13:02:50 -- STEP: 162/725 -- GLOBAL_STEP: 436800 | > loss_disc: 2.3370563983917236 (2.196206077381415) | > loss_disc_real_0: 0.1539725512266159 (0.13309396334268433) | > loss_disc_real_1: 0.1849737912416458 (0.19000956002208919) | > loss_disc_real_2: 0.1903866082429886 (0.18816304400011336) | > loss_disc_real_3: 0.18573254346847534 (0.20538903423297547) | > loss_disc_real_4: 0.2141391932964325 (0.19352404736442333) | > loss_disc_real_5: 0.24147716164588928 (0.20931489498894892) | > loss_0: 2.3370563983917236 (2.196206077381415) | > grad_norm_0: tensor(16.0568, device='cuda:0') (tensor(20.0017, device='cuda:0')) | > loss_gen: 2.5197126865386963 (2.7653057089558355) | > loss_kl: 1.5195326805114746 (1.7123162084155612) | > loss_feat: 7.783267498016357 (8.331636293434805) | > loss_mel: 11.284348487854004 (12.89810453815225) | > loss_duration: 1.5990432500839233 (1.6563021157994682) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.705904006958008 (27.363664933192876) | > grad_norm_1: tensor(397.6282, device='cuda:0') (tensor(316.5019, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8517 (0.8671534929746463) | > loader_time: 0.0104 (0.010311300371900017)  --> TIME: 2025-05-12 13:03:34 -- STEP: 212/725 -- GLOBAL_STEP: 436850 | > loss_disc: 2.219168186187744 (2.1916849258935676) | > loss_disc_real_0: 0.13813121616840363 (0.1326584817384775) | > loss_disc_real_1: 0.1942531317472458 (0.18973795162900436) | > loss_disc_real_2: 0.18485471606254578 (0.1877682830365199) | > loss_disc_real_3: 0.21523310244083405 (0.20524386717182283) | > loss_disc_real_4: 0.21050983667373657 (0.19337313931505634) | > loss_disc_real_5: 0.21579864621162415 (0.2090546781864931) | > loss_0: 2.219168186187744 (2.1916849258935676) | > grad_norm_0: tensor(12.3871, device='cuda:0') (tensor(19.9277, device='cuda:0')) | > loss_gen: 2.830427408218384 (2.7674540067618745) | > loss_kl: 1.5742855072021484 (1.713231532078869) | > loss_feat: 8.512677192687988 (8.343607945262264) | > loss_mel: 13.211050033569336 (12.896531262487738) | > loss_duration: 1.6632899045944214 (1.6568339281487015) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.791728973388672 (27.37765870904023) | > grad_norm_1: tensor(145.6289, device='cuda:0') (tensor(312.1594, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.87 (0.8680005669593811) | > loader_time: 0.0117 (0.010308639058526952)  --> TIME: 2025-05-12 13:04:18 -- STEP: 262/725 -- GLOBAL_STEP: 436900 | > loss_disc: 2.1854686737060547 (2.1922334591850983) | > loss_disc_real_0: 0.13207776844501495 (0.13286463683115624) | > loss_disc_real_1: 0.1984485387802124 (0.1901610378204411) | > loss_disc_real_2: 0.19729875028133392 (0.18765874371956323) | > loss_disc_real_3: 0.18617066740989685 (0.2052514627575874) | > loss_disc_real_4: 0.17024275660514832 (0.19332044082516023) | > loss_disc_real_5: 0.18276284635066986 (0.20868785849964347) | > loss_0: 2.1854686737060547 (2.1922334591850983) | > grad_norm_0: tensor(11.5022, device='cuda:0') (tensor(20.7672, device='cuda:0')) | > loss_gen: 2.9368276596069336 (2.7734783369166247) | > loss_kl: 1.798796534538269 (1.7063434838338662) | > loss_feat: 8.107580184936523 (8.360385084880216) | > loss_mel: 12.548677444458008 (12.917882384234714) | > loss_duration: 1.6465990543365479 (1.6573533784342176) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.038482666015625 (27.41544274337419) | > grad_norm_1: tensor(482.7399, device='cuda:0') (tensor(322.4055, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8938 (0.866349185696085) | > loader_time: 0.0111 (0.01030379215269598)  --> TIME: 2025-05-12 13:05:02 -- STEP: 312/725 -- GLOBAL_STEP: 436950 | > loss_disc: 2.20162296295166 (2.192069399433258) | > loss_disc_real_0: 0.103703074157238 (0.1332723723533445) | > loss_disc_real_1: 0.17693756520748138 (0.19013094013700124) | > loss_disc_real_2: 0.18699714541435242 (0.18783894181251523) | > loss_disc_real_3: 0.21739621460437775 (0.2054290746171506) | > loss_disc_real_4: 0.1588461995124817 (0.19299218369026971) | > loss_disc_real_5: 0.20763204991817474 (0.20832987731465918) | > loss_0: 2.20162296295166 (2.192069399433258) | > grad_norm_0: tensor(21.3303, device='cuda:0') (tensor(21.7131, device='cuda:0')) | > loss_gen: 2.6488184928894043 (2.7770856794638488) | > loss_kl: 1.5725048780441284 (1.7062440319703176) | > loss_feat: 8.155479431152344 (8.382636837470228) | > loss_mel: 12.069535255432129 (12.92949560361031) | > loss_duration: 1.653726577758789 (1.6570077442970035) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.100065231323242 (27.452469972463753) | > grad_norm_1: tensor(333.3356, device='cuda:0') (tensor(334.4917, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8545 (0.865570775973491) | > loader_time: 0.0098 (0.01026887618578397)  --> TIME: 2025-05-12 13:05:46 -- STEP: 362/725 -- GLOBAL_STEP: 437000 | > loss_disc: 2.167327880859375 (2.1897038741665003) | > loss_disc_real_0: 0.17529506981372833 (0.133643342706874) | > loss_disc_real_1: 0.21083161234855652 (0.1897899322005926) | > loss_disc_real_2: 0.21148544549942017 (0.18750751195526905) | > loss_disc_real_3: 0.20763352513313293 (0.20493872467819507) | > loss_disc_real_4: 0.1839028298854828 (0.19301775814090644) | > loss_disc_real_5: 0.2388172298669815 (0.20835252999436124) | > loss_0: 2.167327880859375 (2.1897038741665003) | > grad_norm_0: tensor(30.4477, device='cuda:0') (tensor(21.5980, device='cuda:0')) | > loss_gen: 2.9377334117889404 (2.7793765226121767) | > loss_kl: 1.8423638343811035 (1.7000893525655758) | > loss_feat: 9.118152618408203 (8.389334174150925) | > loss_mel: 14.05399227142334 (12.935922045734053) | > loss_duration: 1.6274867057800293 (1.6563870729003825) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.579727172851562 (27.461109235141816) | > grad_norm_1: tensor(398.5927, device='cuda:0') (tensor(335.1272, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8569 (0.865933200931022) | > loader_time: 0.0111 (0.010231841993595352) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_437000.pth  --> TIME: 2025-05-12 13:06:33 -- STEP: 412/725 -- GLOBAL_STEP: 437050 | > loss_disc: 2.164780616760254 (2.1898341178894065) | > loss_disc_real_0: 0.1047568991780281 (0.13365865652494646) | > loss_disc_real_1: 0.21339811384677887 (0.19015115647784722) | > loss_disc_real_2: 0.21880315244197845 (0.1877154595788242) | > loss_disc_real_3: 0.20992738008499146 (0.2047556597124605) | > loss_disc_real_4: 0.17101643979549408 (0.1929083877396815) | > loss_disc_real_5: 0.22730769217014313 (0.20776718847670594) | > loss_0: 2.164780616760254 (2.1898341178894065) | > grad_norm_0: tensor(27.5593, device='cuda:0') (tensor(21.7753, device='cuda:0')) | > loss_gen: 2.960266590118408 (2.7812188979491452) | > loss_kl: 1.7368022203445435 (1.7007825264652956) | > loss_feat: 8.973184585571289 (8.371531689051293) | > loss_mel: 12.816070556640625 (12.925221778814079) | > loss_duration: 1.6698800325393677 (1.6571210669082348) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.156204223632812 (27.43587601763531) | > grad_norm_1: tensor(461.5121, device='cuda:0') (tensor(339.4160, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8538 (0.8664424089552129) | > loader_time: 0.0097 (0.010232546954479027)  --> TIME: 2025-05-12 13:07:16 -- STEP: 462/725 -- GLOBAL_STEP: 437100 | > loss_disc: 2.176281690597534 (2.187657049724034) | > loss_disc_real_0: 0.11361506581306458 (0.133209769037508) | > loss_disc_real_1: 0.189064159989357 (0.18985712096030585) | > loss_disc_real_2: 0.20749203860759735 (0.18789653463926145) | > loss_disc_real_3: 0.22007079422473907 (0.20448450734475995) | > loss_disc_real_4: 0.18849776685237885 (0.19273189851989994) | > loss_disc_real_5: 0.20260877907276154 (0.20759361798500078) | > loss_0: 2.176281690597534 (2.187657049724034) | > grad_norm_0: tensor(14.5064, device='cuda:0') (tensor(22.0032, device='cuda:0')) | > loss_gen: 2.8713505268096924 (2.784724565811488) | > loss_kl: 1.6703026294708252 (1.7074359237373649) | > loss_feat: 8.184988021850586 (8.387049734850473) | > loss_mel: 12.579676628112793 (12.927937086526454) | > loss_duration: 1.6649632453918457 (1.6570141101296332) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.971281051635742 (27.464161468274664) | > grad_norm_1: tensor(495.2792, device='cuda:0') (tensor(347.0682, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8057 (0.8651425177916818) | > loader_time: 0.0096 (0.010222232186949095)  --> TIME: 2025-05-12 13:08:00 -- STEP: 512/725 -- GLOBAL_STEP: 437150 | > loss_disc: 2.1324806213378906 (2.188326092902571) | > loss_disc_real_0: 0.12495937198400497 (0.13330404019507125) | > loss_disc_real_1: 0.17398932576179504 (0.18978343377239076) | > loss_disc_real_2: 0.1914428472518921 (0.18778346618637437) | > loss_disc_real_3: 0.2092844694852829 (0.20458315953146672) | > loss_disc_real_4: 0.20346380770206451 (0.1927509249362629) | > loss_disc_real_5: 0.21258756518363953 (0.2078741367149632) | > loss_0: 2.1324806213378906 (2.188326092902571) | > grad_norm_0: tensor(20.5982, device='cuda:0') (tensor(22.5062, device='cuda:0')) | > loss_gen: 2.976260185241699 (2.7871892531402414) | > loss_kl: 1.730311632156372 (1.7108398349955678) | > loss_feat: 8.902336120605469 (8.38225336000324) | > loss_mel: 13.54561996459961 (12.929752474650744) | > loss_duration: 1.6099979877471924 (1.6576412587892266) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.764528274536133 (27.46767621487379) | > grad_norm_1: tensor(387.8524, device='cuda:0') (tensor(353.2702, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8671 (0.8641106663271784) | > loader_time: 0.0096 (0.010189655702561137)  --> TIME: 2025-05-12 13:08:43 -- STEP: 562/725 -- GLOBAL_STEP: 437200 | > loss_disc: 2.1170904636383057 (2.188579715443676) | > loss_disc_real_0: 0.1416906714439392 (0.13342121752555694) | > loss_disc_real_1: 0.20062533020973206 (0.18995288976889071) | > loss_disc_real_2: 0.19757942855358124 (0.18783237514652812) | > loss_disc_real_3: 0.20364369451999664 (0.2044661490253282) | > loss_disc_real_4: 0.17940524220466614 (0.19266650727635182) | > loss_disc_real_5: 0.2170439064502716 (0.20779926671888474) | > loss_0: 2.1170904636383057 (2.188579715443676) | > grad_norm_0: tensor(33.6572, device='cuda:0') (tensor(22.7011, device='cuda:0')) | > loss_gen: 2.7603912353515625 (2.7870752425380454) | > loss_kl: 1.5917659997940063 (1.7150887694223078) | > loss_feat: 8.75545883178711 (8.375614524311871) | > loss_mel: 12.732213973999023 (12.927503295640514) | > loss_duration: 1.62302827835083 (1.6576470562995966) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.462858200073242 (27.462928938271734) | > grad_norm_1: tensor(281.8490, device='cuda:0') (tensor(358.4518, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.9032 (0.8629852966057446) | > loader_time: 0.0099 (0.010156090573483939)  --> TIME: 2025-05-12 13:09:27 -- STEP: 612/725 -- GLOBAL_STEP: 437250 | > loss_disc: 2.2856760025024414 (2.1886481985547195) | > loss_disc_real_0: 0.1414259523153305 (0.13334150248347174) | > loss_disc_real_1: 0.18991295993328094 (0.1897737975993189) | > loss_disc_real_2: 0.20431789755821228 (0.1878416915637216) | > loss_disc_real_3: 0.19296906888484955 (0.20435052167843368) | > loss_disc_real_4: 0.18249104917049408 (0.19273753425264673) | > loss_disc_real_5: 0.21605375409126282 (0.20792249436764154) | > loss_0: 2.2856760025024414 (2.1886481985547195) | > grad_norm_0: tensor(17.9748, device='cuda:0') (tensor(22.3684, device='cuda:0')) | > loss_gen: 2.6886119842529297 (2.785735013048635) | > loss_kl: 1.7739543914794922 (1.7156311004769575) | > loss_feat: 7.432945728302002 (8.366904382612187) | > loss_mel: 12.433030128479004 (12.925618053261754) | > loss_duration: 1.5923051834106445 (1.6573220171959568) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.920848846435547 (27.451210620356534) | > grad_norm_1: tensor(285.9895, device='cuda:0') (tensor(355.4548, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8257 (0.8627897306205401) | > loader_time: 0.0091 (0.010147934256036299)  --> TIME: 2025-05-12 13:10:10 -- STEP: 662/725 -- GLOBAL_STEP: 437300 | > loss_disc: 2.1862432956695557 (2.188844654495263) | > loss_disc_real_0: 0.14813154935836792 (0.1336051788394907) | > loss_disc_real_1: 0.15849311649799347 (0.18972737006730556) | > loss_disc_real_2: 0.1761520355939865 (0.18789098366779863) | > loss_disc_real_3: 0.19036370515823364 (0.20435650061444577) | > loss_disc_real_4: 0.22140266001224518 (0.19297515891289793) | > loss_disc_real_5: 0.20616590976715088 (0.20776262800589065) | > loss_0: 2.1862432956695557 (2.188844654495263) | > grad_norm_0: tensor(15.1085, device='cuda:0') (tensor(22.4568, device='cuda:0')) | > loss_gen: 2.731837749481201 (2.785626059572505) | > loss_kl: 1.7605557441711426 (1.7139421739246916) | > loss_feat: 8.381482124328613 (8.360997185606248) | > loss_mel: 13.306317329406738 (12.919883265596145) | > loss_duration: 1.6843491792678833 (1.6579143343735314) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.864543914794922 (27.43836307237515) | > grad_norm_1: tensor(82.7884, device='cuda:0') (tensor(358.9435, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8818 (0.8621945914184939) | > loader_time: 0.0098 (0.01014770337822214)  --> TIME: 2025-05-12 13:10:54 -- STEP: 712/725 -- GLOBAL_STEP: 437350 | > loss_disc: 2.2927091121673584 (2.19029748841618) | > loss_disc_real_0: 0.10364090651273727 (0.13382804732811596) | > loss_disc_real_1: 0.18382494151592255 (0.18966324014191563) | > loss_disc_real_2: 0.2187385857105255 (0.18799248189152626) | > loss_disc_real_3: 0.23508980870246887 (0.2043839978326238) | > loss_disc_real_4: 0.19251959025859833 (0.1931607335847751) | > loss_disc_real_5: 0.17886963486671448 (0.2078478732094001) | > loss_0: 2.2927091121673584 (2.19029748841618) | > grad_norm_0: tensor(13.0823, device='cuda:0') (tensor(22.3136, device='cuda:0')) | > loss_gen: 2.720702648162842 (2.7839074175009593) | > loss_kl: 1.7121169567108154 (1.714785129669008) | > loss_feat: 7.759047985076904 (8.356895454813918) | > loss_mel: 13.056547164916992 (12.922001357828636) | > loss_duration: 1.6247661113739014 (1.6579260004035539) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.873180389404297 (27.435515417141854) | > grad_norm_1: tensor(178.9602, device='cuda:0') (tensor(356.3509, device='cuda:0')) | > current_lr_0: 0.0001869681263984219 | > current_lr_1: 0.0001869681263984219 | > step_time: 0.8312 (0.8621047212836448) | > loader_time: 0.0101 (0.010140117634548227)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.272763252258301 (2.272763252258301) | > loss_disc_real_0: 0.1543484479188919 (0.1543484479188919) | > loss_disc_real_1: 0.20423170924186707 (0.20423170924186707) | > loss_disc_real_2: 0.19250065088272095 (0.19250065088272095) | > loss_disc_real_3: 0.21574775874614716 (0.21574775874614716) | > loss_disc_real_4: 0.25649067759513855 (0.25649067759513855) | > loss_disc_real_5: 0.24066273868083954 (0.24066273868083954) | > loss_0: 2.272763252258301 (2.272763252258301) | > loss_gen: 2.7792930603027344 (2.7792930603027344) | > loss_kl: 2.0638322830200195 (2.0638322830200195) | > loss_feat: 8.32988166809082 (8.32988166809082) | > loss_mel: 14.052857398986816 (14.052857398986816) | > loss_duration: 1.7393567562103271 (1.7393567562103271) | > loss_1: 28.965221405029297 (28.965221405029297)  --> STEP: 1 | > loss_disc: 2.328547477722168 (2.328547477722168) | > loss_disc_real_0: 0.1278582662343979 (0.1278582662343979) | > loss_disc_real_1: 0.21484902501106262 (0.21484902501106262) | > loss_disc_real_2: 0.18080481886863708 (0.18080481886863708) | > loss_disc_real_3: 0.21245750784873962 (0.21245750784873962) | > loss_disc_real_4: 0.24134178459644318 (0.24134178459644318) | > loss_disc_real_5: 0.23733562231063843 (0.23733562231063843) | > loss_0: 2.328547477722168 (2.328547477722168) | > loss_gen: 2.5952250957489014 (2.5952250957489014) | > loss_kl: 2.195256471633911 (2.195256471633911) | > loss_feat: 7.527976989746094 (7.527976989746094) | > loss_mel: 12.889371871948242 (12.889371871948242) | > loss_duration: 1.8706908226013184 (1.8706908226013184) | > loss_1: 27.078521728515625 (27.078521728515625)  --> STEP: 2 | > loss_disc: 2.2128047943115234 (2.2706761360168457) | > loss_disc_real_0: 0.14058750867843628 (0.13422288745641708) | > loss_disc_real_1: 0.2037113755941391 (0.20928020030260086) | > loss_disc_real_2: 0.17722134292125702 (0.17901308089494705) | > loss_disc_real_3: 0.21767869591712952 (0.21506810188293457) | > loss_disc_real_4: 0.2304782122373581 (0.23590999841690063) | > loss_disc_real_5: 0.21385832130908966 (0.22559697180986404) | > loss_0: 2.2128047943115234 (2.2706761360168457) | > loss_gen: 2.7826852798461914 (2.6889551877975464) | > loss_kl: 2.006990671157837 (2.101123571395874) | > loss_feat: 8.759684562683105 (8.1438307762146) | > loss_mel: 14.370952606201172 (13.630162239074707) | > loss_duration: 1.8940269947052002 (1.8823589086532593) | > loss_1: 29.81433868408203 (28.446430206298828)  --> STEP: 3 | > loss_disc: 2.2127232551574707 (2.2513585090637207) | > loss_disc_real_0: 0.12579473853111267 (0.1314135044813156) | > loss_disc_real_1: 0.22157837450504303 (0.21337959170341492) | > loss_disc_real_2: 0.1755668669939041 (0.17786434292793274) | > loss_disc_real_3: 0.22005929052829742 (0.21673183143138885) | > loss_disc_real_4: 0.23658350110054016 (0.23613449931144714) | > loss_disc_real_5: 0.2236492931842804 (0.22494774560133615) | > loss_0: 2.2127232551574707 (2.2513585090637207) | > loss_gen: 2.8420798778533936 (2.7399967511494956) | > loss_kl: 2.22227144241333 (2.1415061950683594) | > loss_feat: 8.917969703674316 (8.401877085367838) | > loss_mel: 14.457995414733887 (13.9061066309611) | > loss_duration: 1.86191987991333 (1.875545899073283) | > loss_1: 30.302234649658203 (29.06503168741862)  --> STEP: 4 | > loss_disc: 2.227402448654175 (2.2453694939613342) | > loss_disc_real_0: 0.15096093714237213 (0.13630036264657974) | > loss_disc_real_1: 0.19840270280838013 (0.20963536947965622) | > loss_disc_real_2: 0.17374244332313538 (0.1768338680267334) | > loss_disc_real_3: 0.23115549981594086 (0.22033774852752686) | > loss_disc_real_4: 0.2522153854370117 (0.2401547208428383) | > loss_disc_real_5: 0.24143801629543304 (0.22907031327486038) | > loss_0: 2.227402448654175 (2.2453694939613342) | > loss_gen: 2.9650931358337402 (2.7962708473205566) | > loss_kl: 2.1669726371765137 (2.147872805595398) | > loss_feat: 11.213393211364746 (9.104756116867065) | > loss_mel: 16.052248001098633 (14.442641973495483) | > loss_duration: 1.800153374671936 (1.8566977679729462) | > loss_1: 34.19785690307617 (30.348237991333008) --> EVAL PERFORMANCE | > avg_loader_time: 0.3314083218574524 (+0.0047109127044677734) | > avg_loss_disc: 2.2453694939613342 (+0.01239931583404541) | > avg_loss_disc_real_0: 0.13630036264657974 (-0.004621976986527443) | > avg_loss_disc_real_1: 0.20963536947965622 (+0.00544748455286026) | > avg_loss_disc_real_2: 0.1768338680267334 (-0.010149870067834854) | > avg_loss_disc_real_3: 0.22033774852752686 (+0.05445592477917671) | > avg_loss_disc_real_4: 0.2401547208428383 (+0.0009515471756458282) | > avg_loss_disc_real_5: 0.22907031327486038 (+0.025649912655353546) | > avg_loss_0: 2.2453694939613342 (+0.01239931583404541) | > avg_loss_gen: 2.7962708473205566 (+0.21529340744018555) | > avg_loss_kl: 2.147872805595398 (+0.08769211173057556) | > avg_loss_feat: 9.104756116867065 (+0.5035977363586426) | > avg_loss_mel: 14.442641973495483 (+0.7929911613464355) | > avg_loss_duration: 1.8566977679729462 (+0.005812525749206543) | > avg_loss_1: 30.348237991333008 (+1.6053853034973145)  > EPOCH: 540/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 13:11:11)   --> TIME: 2025-05-12 13:11:46 -- STEP: 37/725 -- GLOBAL_STEP: 437400 | > loss_disc: 2.3773691654205322 (2.2093084760614343) | > loss_disc_real_0: 0.16388724744319916 (0.13732198525119474) | > loss_disc_real_1: 0.20203712582588196 (0.1911966132151114) | > loss_disc_real_2: 0.20752547681331635 (0.18916377948748098) | > loss_disc_real_3: 0.210213303565979 (0.2046868398382857) | > loss_disc_real_4: 0.22716398537158966 (0.19737841108360807) | > loss_disc_real_5: 0.23902922868728638 (0.20706232617030274) | > loss_0: 2.3773691654205322 (2.2093084760614343) | > grad_norm_0: tensor(11.4059, device='cuda:0') (tensor(22.7970, device='cuda:0')) | > loss_gen: 2.5906078815460205 (2.7543418858502364) | > loss_kl: 1.4987821578979492 (1.7131770784790454) | > loss_feat: 6.554749965667725 (8.16544822744421) | > loss_mel: 10.704620361328125 (12.617627014984956) | > loss_duration: 1.647608757019043 (1.6548437621142413) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.996368408203125 (26.905438036532015) | > grad_norm_1: tensor(182.6301, device='cuda:0') (tensor(385.0359, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8771 (0.8569872185990617) | > loader_time: 0.0104 (0.010824364584845465)  --> TIME: 2025-05-12 13:12:30 -- STEP: 87/725 -- GLOBAL_STEP: 437450 | > loss_disc: 2.0433082580566406 (2.202735273317358) | > loss_disc_real_0: 0.10382914543151855 (0.13469676956020551) | > loss_disc_real_1: 0.186386376619339 (0.1909777902323624) | > loss_disc_real_2: 0.1641259491443634 (0.18887859600028772) | > loss_disc_real_3: 0.19088782370090485 (0.20554658171089216) | > loss_disc_real_4: 0.1697843372821808 (0.19596246570006184) | > loss_disc_real_5: 0.23721134662628174 (0.20922387228614983) | > loss_0: 2.0433082580566406 (2.202735273317358) | > grad_norm_0: tensor(20.6564, device='cuda:0') (tensor(23.1267, device='cuda:0')) | > loss_gen: 2.979952812194824 (2.7492351997857805) | > loss_kl: 1.8378183841705322 (1.734004546856058) | > loss_feat: 10.246562957763672 (8.236790174725414) | > loss_mel: 14.773357391357422 (12.728126602611322) | > loss_duration: 1.6210079193115234 (1.6565334166603527) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.45870018005371 (27.104689981745576) | > grad_norm_1: tensor(466.0268, device='cuda:0') (tensor(371.2431, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8281 (0.8581644666605982) | > loader_time: 0.0099 (0.010995475725195871)  --> TIME: 2025-05-12 13:13:14 -- STEP: 137/725 -- GLOBAL_STEP: 437500 | > loss_disc: 2.0445361137390137 (2.1963497269762695) | > loss_disc_real_0: 0.07818406820297241 (0.13410793886567554) | > loss_disc_real_1: 0.18511180579662323 (0.19060752404867298) | > loss_disc_real_2: 0.17793430387973785 (0.18788684284600027) | > loss_disc_real_3: 0.18356510996818542 (0.20484011060129986) | > loss_disc_real_4: 0.1499127298593521 (0.1951659974390573) | > loss_disc_real_5: 0.20609502494335175 (0.20791442224579135) | > loss_0: 2.0445361137390137 (2.1963497269762695) | > grad_norm_0: tensor(31.1852, device='cuda:0') (tensor(23.6329, device='cuda:0')) | > loss_gen: 2.875370502471924 (2.767104002681091) | > loss_kl: 1.8419616222381592 (1.7312305913354358) | > loss_feat: 9.78589916229248 (8.324028286620647) | > loss_mel: 13.999897003173828 (12.794441682578874) | > loss_duration: 1.6502740383148193 (1.6574925802049845) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.15340232849121 (27.274297115576527) | > grad_norm_1: tensor(535.5975, device='cuda:0') (tensor(382.7244, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.821 (0.8634399810846705) | > loader_time: 0.012 (0.011025045910020813)  --> TIME: 2025-05-12 13:13:58 -- STEP: 187/725 -- GLOBAL_STEP: 437550 | > loss_disc: 2.158111572265625 (2.2032603121058827) | > loss_disc_real_0: 0.10195408016443253 (0.13588639213280249) | > loss_disc_real_1: 0.18002422153949738 (0.19052059462363707) | > loss_disc_real_2: 0.17361284792423248 (0.18881215202935878) | > loss_disc_real_3: 0.1858769655227661 (0.20505760737600176) | > loss_disc_real_4: 0.20581980049610138 (0.19507871002436966) | > loss_disc_real_5: 0.1900196522474289 (0.20793652215743447) | > loss_0: 2.158111572265625 (2.2032603121058827) | > grad_norm_0: tensor(18.4145, device='cuda:0') (tensor(23.3147, device='cuda:0')) | > loss_gen: 2.709261417388916 (2.755041559749746) | > loss_kl: 1.6976007223129272 (1.7196564846497806) | > loss_feat: 8.439064025878906 (8.261064034732264) | > loss_mel: 12.815260887145996 (12.727350892867637) | > loss_duration: 1.6683061122894287 (1.6590908262181412) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.329492568969727 (27.122203704507594) | > grad_norm_1: tensor(437.5863, device='cuda:0') (tensor(373.3611, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8573 (0.861769850878792) | > loader_time: 0.0098 (0.010991107971272994)  --> TIME: 2025-05-12 13:14:42 -- STEP: 237/725 -- GLOBAL_STEP: 437600 | > loss_disc: 1.9773186445236206 (2.199257098672762) | > loss_disc_real_0: 0.11033789068460464 (0.13489345722057647) | > loss_disc_real_1: 0.17923793196678162 (0.1902845041661323) | > loss_disc_real_2: 0.17644405364990234 (0.18872143353339488) | > loss_disc_real_3: 0.21037378907203674 (0.2051971986701217) | > loss_disc_real_4: 0.19880478084087372 (0.19487524661333758) | > loss_disc_real_5: 0.22450359165668488 (0.20798078858399693) | > loss_0: 1.9773186445236206 (2.199257098672762) | > grad_norm_0: tensor(35.7660, device='cuda:0') (tensor(22.6968, device='cuda:0')) | > loss_gen: 3.161367177963257 (2.7658890702050445) | > loss_kl: 1.840965986251831 (1.722041563142704) | > loss_feat: 9.8585205078125 (8.311293243858886) | > loss_mel: 15.408955574035645 (12.782018198745664) | > loss_duration: 1.6357626914978027 (1.659290184954551) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.90557289123535 (27.24053218696691) | > grad_norm_1: tensor(419.6732, device='cuda:0') (tensor(369.7863, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.825 (0.8626196817003725) | > loader_time: 0.0093 (0.01083203810679761)  --> TIME: 2025-05-12 13:15:26 -- STEP: 287/725 -- GLOBAL_STEP: 437650 | > loss_disc: 2.190743923187256 (2.2008954967771253) | > loss_disc_real_0: 0.10111310333013535 (0.13504954648142492) | > loss_disc_real_1: 0.19160519540309906 (0.190725897662731) | > loss_disc_real_2: 0.21047325432300568 (0.18916617853093234) | > loss_disc_real_3: 0.22314821183681488 (0.20553170201670415) | > loss_disc_real_4: 0.21621230244636536 (0.19496375005627348) | > loss_disc_real_5: 0.2057388573884964 (0.20768995915348107) | > loss_0: 2.190743923187256 (2.2008954967771253) | > grad_norm_0: tensor(14.1278, device='cuda:0') (tensor(23.0711, device='cuda:0')) | > loss_gen: 2.734286069869995 (2.7687424300855046) | > loss_kl: 1.6673184633255005 (1.7182490584742318) | > loss_feat: 7.7387471199035645 (8.30760558058576) | > loss_mel: 12.132194519042969 (12.815130482982676) | > loss_duration: 1.6708581447601318 (1.6591112817206035) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.943405151367188 (27.26883880269652) | > grad_norm_1: tensor(527.4540, device='cuda:0') (tensor(374.2200, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.834 (0.8621730422309054) | > loader_time: 0.0103 (0.01074530106388317)  --> TIME: 2025-05-12 13:16:09 -- STEP: 337/725 -- GLOBAL_STEP: 437700 | > loss_disc: 2.178488254547119 (2.1995324179397495) | > loss_disc_real_0: 0.1684378981590271 (0.13553175869610615) | > loss_disc_real_1: 0.19860002398490906 (0.19048784399067983) | > loss_disc_real_2: 0.1852654069662094 (0.18904992106760288) | > loss_disc_real_3: 0.23531566560268402 (0.20500265946197227) | > loss_disc_real_4: 0.19694705307483673 (0.194292757472228) | > loss_disc_real_5: 0.23440438508987427 (0.20765838769847642) | > loss_0: 2.178488254547119 (2.1995324179397495) | > grad_norm_0: tensor(36.7593, device='cuda:0') (tensor(22.4726, device='cuda:0')) | > loss_gen: 2.7956557273864746 (2.7674210333328926) | > loss_kl: 1.7352428436279297 (1.7162919773192367) | > loss_feat: 8.424459457397461 (8.308706272249758) | > loss_mel: 13.167280197143555 (12.813801165504348) | > loss_duration: 1.6436303853988647 (1.6585293297244112) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.76626968383789 (27.264749759028856) | > grad_norm_1: tensor(259.0273, device='cuda:0') (tensor(361.2994, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8866 (0.8622382521983074) | > loader_time: 0.0104 (0.010755347922576984)  --> TIME: 2025-05-12 13:16:54 -- STEP: 387/725 -- GLOBAL_STEP: 437750 | > loss_disc: 2.2214012145996094 (2.1996016074212634) | > loss_disc_real_0: 0.13678784668445587 (0.13574505062143313) | > loss_disc_real_1: 0.19458438456058502 (0.19045433525275213) | > loss_disc_real_2: 0.2203892171382904 (0.18899071205031961) | > loss_disc_real_3: 0.23363526165485382 (0.20497496634028678) | > loss_disc_real_4: 0.19690929353237152 (0.19423724298945397) | > loss_disc_real_5: 0.21166463196277618 (0.2075368967244176) | > loss_0: 2.2214012145996094 (2.1996016074212634) | > grad_norm_0: tensor(11.1567, device='cuda:0') (tensor(21.8436, device='cuda:0')) | > loss_gen: 2.8324191570281982 (2.762373391355962) | > loss_kl: 1.58599853515625 (1.7142841692734754) | > loss_feat: 8.187676429748535 (8.283411391945773) | > loss_mel: 12.415753364562988 (12.789117931395543) | > loss_duration: 1.7388279438018799 (1.658485195433447) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.76067543029785 (27.207672059998032) | > grad_norm_1: tensor(139.4148, device='cuda:0') (tensor(348.2641, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8771 (0.8626114262474911) | > loader_time: 0.0101 (0.010749425690919542)  --> TIME: 2025-05-12 13:17:37 -- STEP: 437/725 -- GLOBAL_STEP: 437800 | > loss_disc: 2.10109806060791 (2.200335194644448) | > loss_disc_real_0: 0.11058015376329422 (0.13567578233352245) | > loss_disc_real_1: 0.1789478361606598 (0.19077813014967776) | > loss_disc_real_2: 0.17911434173583984 (0.18900689192849382) | > loss_disc_real_3: 0.2046230286359787 (0.20494179246900285) | > loss_disc_real_4: 0.18527963757514954 (0.1944722092669944) | > loss_disc_real_5: 0.2116776555776596 (0.20740680348818588) | > loss_0: 2.10109806060791 (2.200335194644448) | > grad_norm_0: tensor(12.3021, device='cuda:0') (tensor(21.6514, device='cuda:0')) | > loss_gen: 2.906618356704712 (2.763041459177396) | > loss_kl: 1.657157063484192 (1.7088585049936922) | > loss_feat: 9.137711524963379 (8.279433738176008) | > loss_mel: 13.67269229888916 (12.797316751982041) | > loss_duration: 1.6218668222427368 (1.6585360970049758) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.996044158935547 (27.20718653087485) | > grad_norm_1: tensor(134.2941, device='cuda:0') (tensor(348.0341, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.9078 (0.861968401094869) | > loader_time: 0.0117 (0.010709758208600003)  --> TIME: 2025-05-12 13:18:21 -- STEP: 487/725 -- GLOBAL_STEP: 437850 | > loss_disc: 2.2663068771362305 (2.198455314861429) | > loss_disc_real_0: 0.11300556361675262 (0.13521024483797242) | > loss_disc_real_1: 0.2000349462032318 (0.19060305675809155) | > loss_disc_real_2: 0.17721179127693176 (0.1888471498810045) | > loss_disc_real_3: 0.19206270575523376 (0.2049824998731241) | > loss_disc_real_4: 0.1853804588317871 (0.1941839822508717) | > loss_disc_real_5: 0.20983946323394775 (0.20725998475199123) | > loss_0: 2.2663068771362305 (2.198455314861429) | > grad_norm_0: tensor(10.7983, device='cuda:0') (tensor(21.2832, device='cuda:0')) | > loss_gen: 2.63362717628479 (2.7668114139314053) | > loss_kl: 1.6395004987716675 (1.703262051272931) | > loss_feat: 7.411978244781494 (8.296178219499518) | > loss_mel: 11.340184211730957 (12.825030387549434) | > loss_duration: 1.6336212158203125 (1.6588648232101662) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.658910751342773 (27.250146877594307) | > grad_norm_1: tensor(321.9778, device='cuda:0') (tensor(342.4569, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8361 (0.8621032644346267) | > loader_time: 0.0102 (0.010678126337102302)  --> TIME: 2025-05-12 13:19:05 -- STEP: 537/725 -- GLOBAL_STEP: 437900 | > loss_disc: 2.3150460720062256 (2.1973786116534315) | > loss_disc_real_0: 0.16628029942512512 (0.13519594539477173) | > loss_disc_real_1: 0.2225920408964157 (0.19066596341976694) | > loss_disc_real_2: 0.1951347440481186 (0.18880399703646503) | > loss_disc_real_3: 0.1937214881181717 (0.20494620632414934) | > loss_disc_real_4: 0.23173744976520538 (0.19413610735086095) | > loss_disc_real_5: 0.22662261128425598 (0.20737148371821681) | > loss_0: 2.3150460720062256 (2.1973786116534315) | > grad_norm_0: tensor(12.5687, device='cuda:0') (tensor(21.3499, device='cuda:0')) | > loss_gen: 2.624025583267212 (2.769595218992322) | > loss_kl: 1.533387541770935 (1.7048675860772586) | > loss_feat: 7.872148036956787 (8.305590488391205) | > loss_mel: 12.53001594543457 (12.840238814469382) | > loss_duration: 1.662921667098999 (1.6592413597710751) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.222497940063477 (27.27953343950836) | > grad_norm_1: tensor(235.7034, device='cuda:0') (tensor(344.0526, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8638 (0.8621271380277099) | > loader_time: 0.0162 (0.010662525503773038)  --> TIME: 2025-05-12 13:19:49 -- STEP: 587/725 -- GLOBAL_STEP: 437950 | > loss_disc: 2.221818208694458 (2.1978105538139134) | > loss_disc_real_0: 0.13065113127231598 (0.13563632808968387) | > loss_disc_real_1: 0.20077106356620789 (0.19056754992097574) | > loss_disc_real_2: 0.2108369767665863 (0.18875261097892584) | > loss_disc_real_3: 0.20890232920646667 (0.2048771837805565) | > loss_disc_real_4: 0.17949900031089783 (0.1940071555378084) | > loss_disc_real_5: 0.21433834731578827 (0.20729251995403483) | > loss_0: 2.221818208694458 (2.1978105538139134) | > grad_norm_0: tensor(37.3532, device='cuda:0') (tensor(21.9431, device='cuda:0')) | > loss_gen: 2.7484285831451416 (2.7711974607821825) | > loss_kl: 1.5887913703918457 (1.7042999639218668) | > loss_feat: 8.166742324829102 (8.30884739000102) | > loss_mel: 12.545453071594238 (12.843864656997496) | > loss_duration: 1.6403237581253052 (1.6588283643202637) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.689739227294922 (27.287037805560505) | > grad_norm_1: tensor(467.6871, device='cuda:0') (tensor(348.4752, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.877 (0.8622334271517078) | > loader_time: 0.0116 (0.010653941351063602)  --> TIME: 2025-05-12 13:20:33 -- STEP: 637/725 -- GLOBAL_STEP: 438000 | > loss_disc: 2.2170052528381348 (2.197544106321766) | > loss_disc_real_0: 0.15451209247112274 (0.13517315313804842) | > loss_disc_real_1: 0.19766253232955933 (0.19052803878975083) | > loss_disc_real_2: 0.18294952809810638 (0.18882472761665445) | > loss_disc_real_3: 0.20858709514141083 (0.20487541308863394) | > loss_disc_real_4: 0.2009265124797821 (0.19414582237998954) | > loss_disc_real_5: 0.22084783017635345 (0.20750394786358628) | > loss_0: 2.2170052528381348 (2.197544106321766) | > grad_norm_0: tensor(35.7839, device='cuda:0') (tensor(22.1370, device='cuda:0')) | > loss_gen: 2.8097445964813232 (2.7732015348491332) | > loss_kl: 1.6949830055236816 (1.7064378643335316) | > loss_feat: 8.30750560760498 (8.317785054211331) | > loss_mel: 13.261475563049316 (12.85502848932095) | > loss_duration: 1.6327075958251953 (1.658834874910687) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.706417083740234 (27.311287806584286) | > grad_norm_1: tensor(235.8632, device='cuda:0') (tensor(353.6799, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.84 (0.8622613323726688) | > loader_time: 0.0097 (0.01062023695821477) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_438000.pth  --> TIME: 2025-05-12 13:21:19 -- STEP: 687/725 -- GLOBAL_STEP: 438050 | > loss_disc: 2.2468886375427246 (2.197539862760461) | > loss_disc_real_0: 0.1606617420911789 (0.13505275359884275) | > loss_disc_real_1: 0.18669456243515015 (0.1905585955801317) | > loss_disc_real_2: 0.2008933275938034 (0.18881280375359866) | > loss_disc_real_3: 0.2188069224357605 (0.2048902416810546) | > loss_disc_real_4: 0.1705407351255417 (0.1940700898741357) | > loss_disc_real_5: 0.19980360567569733 (0.20753755174262728) | > loss_0: 2.2468886375427246 (2.197539862760461) | > grad_norm_0: tensor(17.1208, device='cuda:0') (tensor(22.4995, device='cuda:0')) | > loss_gen: 2.7623140811920166 (2.7753603798506727) | > loss_kl: 1.7235095500946045 (1.7060380530322656) | > loss_feat: 8.254276275634766 (8.32612788729272) | > loss_mel: 12.73563289642334 (12.880840568042734) | > loss_duration: 1.6375901699066162 (1.6586776420018559) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.113323211669922 (27.347044510265277) | > grad_norm_1: tensor(361.2781, device='cuda:0') (tensor(356.5404, device='cuda:0')) | > current_lr_0: 0.0001869447553826221 | > current_lr_1: 0.0001869447553826221 | > step_time: 0.8852 (0.8621673462519309) | > loader_time: 0.0099 (0.010588743801200225)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3760766983032227 (2.3760766983032227) | > loss_disc_real_0: 0.194803386926651 (0.194803386926651) | > loss_disc_real_1: 0.1462014764547348 (0.1462014764547348) | > loss_disc_real_2: 0.284313440322876 (0.284313440322876) | > loss_disc_real_3: 0.23387101292610168 (0.23387101292610168) | > loss_disc_real_4: 0.2043849527835846 (0.2043849527835846) | > loss_disc_real_5: 0.27906152606010437 (0.27906152606010437) | > loss_0: 2.3760766983032227 (2.3760766983032227) | > loss_gen: 2.84723162651062 (2.84723162651062) | > loss_kl: 2.2707395553588867 (2.2707395553588867) | > loss_feat: 8.859845161437988 (8.859845161437988) | > loss_mel: 13.773310661315918 (13.773310661315918) | > loss_duration: 1.751501202583313 (1.751501202583313) | > loss_1: 29.502628326416016 (29.502628326416016)  --> STEP: 1 | > loss_disc: 2.2864198684692383 (2.2864198684692383) | > loss_disc_real_0: 0.15985263884067535 (0.15985263884067535) | > loss_disc_real_1: 0.13912232220172882 (0.13912232220172882) | > loss_disc_real_2: 0.27113112807273865 (0.27113112807273865) | > loss_disc_real_3: 0.2182629108428955 (0.2182629108428955) | > loss_disc_real_4: 0.18479931354522705 (0.18479931354522705) | > loss_disc_real_5: 0.29261279106140137 (0.29261279106140137) | > loss_0: 2.2864198684692383 (2.2864198684692383) | > loss_gen: 2.902214288711548 (2.902214288711548) | > loss_kl: 2.2873404026031494 (2.2873404026031494) | > loss_feat: 8.56824016571045 (8.56824016571045) | > loss_mel: 14.138854026794434 (14.138854026794434) | > loss_duration: 1.8657063245773315 (1.8657063245773315) | > loss_1: 29.762353897094727 (29.762353897094727)  --> STEP: 2 | > loss_disc: 2.314763307571411 (2.3005915880203247) | > loss_disc_real_0: 0.17493146657943726 (0.1673920527100563) | > loss_disc_real_1: 0.14375406503677368 (0.14143819361925125) | > loss_disc_real_2: 0.268534779548645 (0.26983295381069183) | > loss_disc_real_3: 0.2234262228012085 (0.220844566822052) | > loss_disc_real_4: 0.22244447469711304 (0.20362189412117004) | > loss_disc_real_5: 0.3019135296344757 (0.29726316034793854) | > loss_0: 2.314763307571411 (2.3005915880203247) | > loss_gen: 2.94972825050354 (2.925971269607544) | > loss_kl: 1.9719871282577515 (2.1296637654304504) | > loss_feat: 8.819896697998047 (8.694068431854248) | > loss_mel: 13.840944290161133 (13.989899158477783) | > loss_duration: 1.8989367485046387 (1.882321536540985) | > loss_1: 29.48149299621582 (29.621923446655273)  --> STEP: 3 | > loss_disc: 2.4580204486846924 (2.3530678749084473) | > loss_disc_real_0: 0.1638888418674469 (0.16622431576251984) | > loss_disc_real_1: 0.16113296151161194 (0.14800311625003815) | > loss_disc_real_2: 0.27136847376823425 (0.2703447937965393) | > loss_disc_real_3: 0.23991931974887848 (0.22720281779766083) | > loss_disc_real_4: 0.21817821264266968 (0.20847400029500326) | > loss_disc_real_5: 0.29112592339515686 (0.2952174146970113) | > loss_0: 2.4580204486846924 (2.3530678749084473) | > loss_gen: 2.656301498413086 (2.836081345876058) | > loss_kl: 2.1117560863494873 (2.1236945390701294) | > loss_feat: 7.700350761413574 (8.362829208374023) | > loss_mel: 12.623406410217285 (13.534401575724283) | > loss_duration: 1.8476829528808594 (1.8707753419876099) | > loss_1: 26.939496994018555 (28.727781295776367)  --> STEP: 4 | > loss_disc: 2.500643491744995 (2.3899617791175842) | > loss_disc_real_0: 0.1711008995771408 (0.16744346171617508) | > loss_disc_real_1: 0.1906314343214035 (0.15866019576787949) | > loss_disc_real_2: 0.23664197325706482 (0.2619190886616707) | > loss_disc_real_3: 0.21329689025878906 (0.2237263359129429) | > loss_disc_real_4: 0.18447132408618927 (0.20247333124279976) | > loss_disc_real_5: 0.2775539457798004 (0.2908015474677086) | > loss_0: 2.500643491744995 (2.3899617791175842) | > loss_gen: 2.338019847869873 (2.7115659713745117) | > loss_kl: 2.0965638160705566 (2.116911858320236) | > loss_feat: 5.651257514953613 (7.684936285018921) | > loss_mel: 9.763585090637207 (12.591697454452515) | > loss_duration: 1.7624857425689697 (1.8437029421329498) | > loss_1: 21.61191177368164 (26.948813915252686) --> EVAL PERFORMANCE | > avg_loader_time: 0.32892900705337524 (-0.0024793148040771484) | > avg_loss_disc: 2.3899617791175842 (+0.14459228515625) | > avg_loss_disc_real_0: 0.16744346171617508 (+0.031143099069595337) | > avg_loss_disc_real_1: 0.15866019576787949 (-0.05097517371177673) | > avg_loss_disc_real_2: 0.2619190886616707 (+0.08508522063493729) | > avg_loss_disc_real_3: 0.2237263359129429 (+0.003388587385416031) | > avg_loss_disc_real_4: 0.20247333124279976 (-0.03768138960003853) | > avg_loss_disc_real_5: 0.2908015474677086 (+0.061731234192848206) | > avg_loss_0: 2.3899617791175842 (+0.14459228515625) | > avg_loss_gen: 2.7115659713745117 (-0.08470487594604492) | > avg_loss_kl: 2.116911858320236 (-0.030960947275161743) | > avg_loss_feat: 7.684936285018921 (-1.4198198318481445) | > avg_loss_mel: 12.591697454452515 (-1.8509445190429688) | > avg_loss_duration: 1.8437029421329498 (-0.012994825839996338) | > avg_loss_1: 26.948813915252686 (-3.3994240760803223)  > EPOCH: 541/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 13:21:59)   --> TIME: 2025-05-12 13:22:11 -- STEP: 12/725 -- GLOBAL_STEP: 438100 | > loss_disc: 2.1903836727142334 (2.2388738592465716) | > loss_disc_real_0: 0.12993653118610382 (0.13474471991260845) | > loss_disc_real_1: 0.2054227590560913 (0.195685846110185) | > loss_disc_real_2: 0.22081559896469116 (0.1896641987065474) | > loss_disc_real_3: 0.20543982088565826 (0.21137417356173197) | > loss_disc_real_4: 0.1714332550764084 (0.1917945146560669) | > loss_disc_real_5: 0.2041342407464981 (0.21071764826774597) | > loss_0: 2.1903836727142334 (2.2388738592465716) | > grad_norm_0: tensor(20.0149, device='cuda:0') (tensor(18.4691, device='cuda:0')) | > loss_gen: 2.84097957611084 (2.70164825518926) | > loss_kl: 1.6990978717803955 (1.7023909588654835) | > loss_feat: 8.277770042419434 (8.146231691042582) | > loss_mel: 13.222209930419922 (12.784459431966146) | > loss_duration: 1.692338466644287 (1.6595401565233867) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.732397079467773 (26.99427064259847) | > grad_norm_1: tensor(330.8924, device='cuda:0') (tensor(270.1013, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8362 (0.8359519839286804) | > loader_time: 0.01 (0.010849952697753906)  --> TIME: 2025-05-12 13:22:55 -- STEP: 62/725 -- GLOBAL_STEP: 438150 | > loss_disc: 2.1121909618377686 (2.203289685710784) | > loss_disc_real_0: 0.09969960898160934 (0.13331358363070803) | > loss_disc_real_1: 0.176722913980484 (0.19096067740071204) | > loss_disc_real_2: 0.19037103652954102 (0.18899770826101303) | > loss_disc_real_3: 0.1992732137441635 (0.2061371591783339) | > loss_disc_real_4: 0.1878151297569275 (0.1947431867161105) | > loss_disc_real_5: 0.1822611689567566 (0.20771924886972673) | > loss_0: 2.1121909618377686 (2.203289685710784) | > grad_norm_0: tensor(15.5926, device='cuda:0') (tensor(22.0020, device='cuda:0')) | > loss_gen: 2.8557589054107666 (2.766224065134603) | > loss_kl: 1.4659008979797363 (1.6990438468994633) | > loss_feat: 8.466368675231934 (8.358022428327992) | > loss_mel: 13.322969436645508 (12.88188297517838) | > loss_duration: 1.6854579448699951 (1.6539604683076181) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.79645538330078 (27.359133874216386) | > grad_norm_1: tensor(188.8594, device='cuda:0') (tensor(352.9684, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8658 (0.8603886942709645) | > loader_time: 0.0109 (0.010785452781185029)  --> TIME: 2025-05-12 13:23:39 -- STEP: 112/725 -- GLOBAL_STEP: 438200 | > loss_disc: 2.1950831413269043 (2.200174306120192) | > loss_disc_real_0: 0.12961618602275848 (0.13367620802351407) | > loss_disc_real_1: 0.17453694343566895 (0.19116485797400987) | > loss_disc_real_2: 0.1684989184141159 (0.18845979856061082) | > loss_disc_real_3: 0.21158863604068756 (0.205155682350908) | > loss_disc_real_4: 0.16609236598014832 (0.19449632761201688) | > loss_disc_real_5: 0.24177420139312744 (0.2084233851305076) | > loss_0: 2.1950831413269043 (2.200174306120192) | > grad_norm_0: tensor(12.6431, device='cuda:0') (tensor(21.0269, device='cuda:0')) | > loss_gen: 2.8088011741638184 (2.7619459522621974) | > loss_kl: 1.6143138408660889 (1.7060750584517206) | > loss_feat: 9.17086124420166 (8.337213516235348) | > loss_mel: 13.389663696289062 (12.84244235924312) | > loss_duration: 1.66569185256958 (1.6575423596160757) | > amp_scaler: 512.0 (258.2857142857143) | > loss_1: 28.64933204650879 (27.30521927561079) | > grad_norm_1: tensor(407.0121, device='cuda:0') (tensor(330.8003, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8277 (0.8603467558111463) | > loader_time: 0.0099 (0.010626433151108882)  --> TIME: 2025-05-12 13:24:23 -- STEP: 162/725 -- GLOBAL_STEP: 438250 | > loss_disc: 2.15334153175354 (2.199274029260801) | > loss_disc_real_0: 0.13010632991790771 (0.13425825931775723) | > loss_disc_real_1: 0.19462905824184418 (0.19082419068357095) | > loss_disc_real_2: 0.1763629913330078 (0.18851709080699044) | > loss_disc_real_3: 0.23971471190452576 (0.20510138083755225) | > loss_disc_real_4: 0.18134795129299164 (0.1937036114158454) | > loss_disc_real_5: 0.1911718100309372 (0.20861798359288108) | > loss_0: 2.15334153175354 (2.199274029260801) | > grad_norm_0: tensor(10.4624, device='cuda:0') (tensor(20.3407, device='cuda:0')) | > loss_gen: 2.7877793312072754 (2.7606250518633995) | > loss_kl: 1.7654438018798828 (1.7038055849664004) | > loss_feat: 8.671711921691895 (8.324018478393555) | > loss_mel: 12.696523666381836 (12.791724458152862) | > loss_duration: 1.622619867324829 (1.6592382715072167) | > amp_scaler: 512.0 (336.59259259259284) | > loss_1: 27.544076919555664 (27.23941175437268) | > grad_norm_1: tensor(247.0220, device='cuda:0') (tensor(334.5749, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8433 (0.8583593133055134) | > loader_time: 0.0109 (0.010597196626074524)  --> TIME: 2025-05-12 13:25:07 -- STEP: 212/725 -- GLOBAL_STEP: 438300 | > loss_disc: 2.132405996322632 (2.193474716173029) | > loss_disc_real_0: 0.12479165941476822 (0.13392262294326188) | > loss_disc_real_1: 0.18732282519340515 (0.19058779057747915) | > loss_disc_real_2: 0.18962126970291138 (0.18858291932715557) | > loss_disc_real_3: 0.16589738428592682 (0.2046513838588066) | > loss_disc_real_4: 0.1684647649526596 (0.19303410141816685) | > loss_disc_real_5: 0.21871741116046906 (0.2079403891034846) | > loss_0: 2.132405996322632 (2.193474716173029) | > grad_norm_0: tensor(11.2179, device='cuda:0') (tensor(21.6881, device='cuda:0')) | > loss_gen: 2.724565029144287 (2.776426480626159) | > loss_kl: 1.594313383102417 (1.7140407674717453) | > loss_feat: 8.468811988830566 (8.364065015091086) | > loss_mel: 12.66838550567627 (12.82399835676517) | > loss_duration: 1.6565948724746704 (1.6595208284989849) | > amp_scaler: 256.0 (374.33962264150966) | > loss_1: 27.1126708984375 (27.338051427085446) | > grad_norm_1: tensor(514.2913, device='cuda:0') (tensor(352.8081, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8856 (0.8630990802117113) | > loader_time: 0.0111 (0.010622400157856496)  --> TIME: 2025-05-12 13:25:51 -- STEP: 262/725 -- GLOBAL_STEP: 438350 | > loss_disc: 2.1568710803985596 (2.1946885781433756) | > loss_disc_real_0: 0.10849256068468094 (0.13365809772988313) | > loss_disc_real_1: 0.20087093114852905 (0.1905945080495973) | > loss_disc_real_2: 0.17743609845638275 (0.18870483680080818) | > loss_disc_real_3: 0.20289623737335205 (0.20522844723162756) | > loss_disc_real_4: 0.2051854431629181 (0.19326277509445458) | > loss_disc_real_5: 0.24794265627861023 (0.20800389252773677) | > loss_0: 2.1568710803985596 (2.1946885781433756) | > grad_norm_0: tensor(35.6079, device='cuda:0') (tensor(22.5114, device='cuda:0')) | > loss_gen: 2.922764539718628 (2.7819469457364256) | > loss_kl: 1.7964423894882202 (1.7156815983866918) | > loss_feat: 8.918717384338379 (8.348453261470063) | > loss_mel: 13.984899520874023 (12.831596461871197) | > loss_duration: 1.6480271816253662 (1.6604587230973575) | > amp_scaler: 256.0 (351.7557251908399) | > loss_1: 29.270849227905273 (27.3381369641719) | > grad_norm_1: tensor(593.5452, device='cuda:0') (tensor(368.5579, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8912 (0.86198024895355) | > loader_time: 0.01 (0.010547711649013842)  --> TIME: 2025-05-12 13:26:35 -- STEP: 312/725 -- GLOBAL_STEP: 438400 | > loss_disc: 2.3315491676330566 (2.195550920489508) | > loss_disc_real_0: 0.16582797467708588 (0.13431010326036277) | > loss_disc_real_1: 0.18979065120220184 (0.19033004591862362) | > loss_disc_real_2: 0.20789921283721924 (0.1888996561845907) | > loss_disc_real_3: 0.212307870388031 (0.20471078281601263) | > loss_disc_real_4: 0.21594446897506714 (0.19355141137463927) | > loss_disc_real_5: 0.178367480635643 (0.2077343824486701) | > loss_0: 2.3315491676330566 (2.195550920489508) | > grad_norm_0: tensor(15.2761, device='cuda:0') (tensor(22.2522, device='cuda:0')) | > loss_gen: 2.6601672172546387 (2.7786259299669505) | > loss_kl: 1.7118271589279175 (1.7089715622938597) | > loss_feat: 6.963766574859619 (8.328526645134653) | > loss_mel: 11.04297924041748 (12.812149726427515) | > loss_duration: 1.6497931480407715 (1.6595169152968976) | > amp_scaler: 256.0 (336.4102564102565) | > loss_1: 24.028533935546875 (27.287790738619297) | > grad_norm_1: tensor(186.9675, device='cuda:0') (tensor(370.4039, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.857 (0.8612511945076482) | > loader_time: 0.0096 (0.010536815875615828)  --> TIME: 2025-05-12 13:27:18 -- STEP: 362/725 -- GLOBAL_STEP: 438450 | > loss_disc: 2.147399425506592 (2.1971811816837263) | > loss_disc_real_0: 0.1426304280757904 (0.13459490161409685) | > loss_disc_real_1: 0.17793208360671997 (0.19024444145063013) | > loss_disc_real_2: 0.2024783343076706 (0.18905032512562048) | > loss_disc_real_3: 0.21988342702388763 (0.20492125627744256) | > loss_disc_real_4: 0.22623302042484283 (0.19374757033685294) | > loss_disc_real_5: 0.23061503469944 (0.20840523420776444) | > loss_0: 2.147399425506592 (2.1971811816837263) | > grad_norm_0: tensor(36.4291, device='cuda:0') (tensor(22.1265, device='cuda:0')) | > loss_gen: 2.8482656478881836 (2.7752708104433914) | > loss_kl: 1.8160638809204102 (1.7067469183911277) | > loss_feat: 8.790081977844238 (8.31970057303075) | > loss_mel: 14.250560760498047 (12.811400081571295) | > loss_duration: 1.6182661056518555 (1.6587549750976147) | > amp_scaler: 256.0 (325.30386740331494) | > loss_1: 29.323238372802734 (27.271873326591372) | > grad_norm_1: tensor(499.0579, device='cuda:0') (tensor(370.8553, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8502 (0.8610004397387007) | > loader_time: 0.0108 (0.010519476226680181)  --> TIME: 2025-05-12 13:28:02 -- STEP: 412/725 -- GLOBAL_STEP: 438500 | > loss_disc: 2.188307285308838 (2.198505440093938) | > loss_disc_real_0: 0.11666642874479294 (0.13466824059492166) | > loss_disc_real_1: 0.19748663902282715 (0.19041681029264212) | > loss_disc_real_2: 0.23368678987026215 (0.18899046810506615) | > loss_disc_real_3: 0.18747903406620026 (0.20495714514868923) | > loss_disc_real_4: 0.20529276132583618 (0.19402471969573243) | > loss_disc_real_5: 0.19149178266525269 (0.20868159899289163) | > loss_0: 2.188307285308838 (2.198505440093938) | > grad_norm_0: tensor(15.1519, device='cuda:0') (tensor(22.3603, device='cuda:0')) | > loss_gen: 2.733513116836548 (2.7750548251624236) | > loss_kl: 1.7730062007904053 (1.7110040326720302) | > loss_feat: 8.55890941619873 (8.305607011017278) | > loss_mel: 13.141342163085938 (12.809021072480284) | > loss_duration: 1.6738574504852295 (1.6592550101210775) | > amp_scaler: 256.0 (316.89320388349523) | > loss_1: 27.88062858581543 (27.259941943640854) | > grad_norm_1: tensor(411.1568, device='cuda:0') (tensor(375.1429, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8629 (0.860333800894543) | > loader_time: 0.0104 (0.010484511412463135)  --> TIME: 2025-05-12 13:28:45 -- STEP: 462/725 -- GLOBAL_STEP: 438550 | > loss_disc: 2.0477852821350098 (2.197220565694751) | > loss_disc_real_0: 0.1377464085817337 (0.13459158271099567) | > loss_disc_real_1: 0.17190611362457275 (0.19020731456868065) | > loss_disc_real_2: 0.19632309675216675 (0.18909815292466767) | > loss_disc_real_3: 0.16894669830799103 (0.2048883446818822) | > loss_disc_real_4: 0.22293700277805328 (0.19383922706305723) | > loss_disc_real_5: 0.17774099111557007 (0.20823189374301335) | > loss_0: 2.0477852821350098 (2.197220565694751) | > grad_norm_0: tensor(27.4165, device='cuda:0') (tensor(22.4104, device='cuda:0')) | > loss_gen: 2.9284157752990723 (2.7765830600416495) | > loss_kl: 1.9562833309173584 (1.7106122101024115) | > loss_feat: 8.697894096374512 (8.309227421170174) | > loss_mel: 14.120718955993652 (12.812766950367848) | > loss_duration: 1.6885604858398438 (1.6587057921277502) | > amp_scaler: 256.0 (310.30303030303037) | > loss_1: 29.39187240600586 (27.267895442582834) | > grad_norm_1: tensor(384.5212, device='cuda:0') (tensor(376.7117, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8119 (0.859147898562543) | > loader_time: 0.0101 (0.010446809587024502)  --> TIME: 2025-05-12 13:29:28 -- STEP: 512/725 -- GLOBAL_STEP: 438600 | > loss_disc: 2.204951763153076 (2.197258678032085) | > loss_disc_real_0: 0.086124487221241 (0.13429879077011708) | > loss_disc_real_1: 0.18879202008247375 (0.19046373807941566) | > loss_disc_real_2: 0.18555116653442383 (0.18901562099927102) | > loss_disc_real_3: 0.1881781965494156 (0.20477188751101488) | > loss_disc_real_4: 0.16907241940498352 (0.1938580347050447) | > loss_disc_real_5: 0.21957571804523468 (0.20810646709287534) | > loss_0: 2.204951763153076 (2.197258678032085) | > grad_norm_0: tensor(22.8558, device='cuda:0') (tensor(22.6954, device='cuda:0')) | > loss_gen: 2.795903444290161 (2.77756306529045) | > loss_kl: 1.8839378356933594 (1.7102200225926936) | > loss_feat: 8.107999801635742 (8.306799040175958) | > loss_mel: 12.510501861572266 (12.819033611565828) | > loss_duration: 1.60038161277771 (1.6589664788916711) | > amp_scaler: 256.0 (305.00000000000006) | > loss_1: 26.898725509643555 (27.27258222550154) | > grad_norm_1: tensor(355.4631, device='cuda:0') (tensor(381.5742, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.852 (0.8580731344409289) | > loader_time: 0.0108 (0.010428014677017922)  --> TIME: 2025-05-12 13:30:12 -- STEP: 562/725 -- GLOBAL_STEP: 438650 | > loss_disc: 2.1863229274749756 (2.1954057621786163) | > loss_disc_real_0: 0.14605170488357544 (0.13412544884291397) | > loss_disc_real_1: 0.19546516239643097 (0.19016979769985873) | > loss_disc_real_2: 0.20190611481666565 (0.18888019232139044) | > loss_disc_real_3: 0.2295342981815338 (0.20486038408881826) | > loss_disc_real_4: 0.18641209602355957 (0.19394731134494422) | > loss_disc_real_5: 0.21355386078357697 (0.20800822360765883) | > loss_0: 2.1863229274749756 (2.1954057621786163) | > grad_norm_0: tensor(27.6750, device='cuda:0') (tensor(22.6453, device='cuda:0')) | > loss_gen: 2.732422351837158 (2.7783563680071848) | > loss_kl: 1.691809058189392 (1.712046765559933) | > loss_feat: 7.3730082511901855 (8.325514442131597) | > loss_mel: 11.417266845703125 (12.83739124243794) | > loss_duration: 1.6312532424926758 (1.6585666208504783) | > amp_scaler: 256.0 (300.640569395018) | > loss_1: 24.845760345458984 (27.311875417987657) | > grad_norm_1: tensor(396.5861, device='cuda:0') (tensor(384.0441, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8881 (0.8576113638928776) | > loader_time: 0.0109 (0.010400733913815316)  --> TIME: 2025-05-12 13:30:55 -- STEP: 612/725 -- GLOBAL_STEP: 438700 | > loss_disc: 2.363494873046875 (2.196028923481896) | > loss_disc_real_0: 0.14752046763896942 (0.13419285220599242) | > loss_disc_real_1: 0.22376689314842224 (0.1901539003634764) | > loss_disc_real_2: 0.2164766937494278 (0.1889234084903805) | > loss_disc_real_3: 0.22354649007320404 (0.2049137885420541) | > loss_disc_real_4: 0.2067907154560089 (0.19406536620816367) | > loss_disc_real_5: 0.22101260721683502 (0.20825854357745902) | > loss_0: 2.363494873046875 (2.196028923481896) | > grad_norm_0: tensor(24.9783, device='cuda:0') (tensor(22.5808, device='cuda:0')) | > loss_gen: 2.5657591819763184 (2.777566183236689) | > loss_kl: 1.703421711921692 (1.713042531138152) | > loss_feat: 6.9601216316223145 (8.32324463245914) | > loss_mel: 11.775181770324707 (12.837483901603553) | > loss_duration: 1.589867115020752 (1.658245124848061) | > amp_scaler: 256.0 (296.9934640522879) | > loss_1: 24.594350814819336 (27.309582333159614) | > grad_norm_1: tensor(107.2901, device='cuda:0') (tensor(384.8248, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.817 (0.8578062092556673) | > loader_time: 0.0092 (0.010366174130657912)  --> TIME: 2025-05-12 13:31:39 -- STEP: 662/725 -- GLOBAL_STEP: 438750 | > loss_disc: 2.3303236961364746 (2.1958654512091336) | > loss_disc_real_0: 0.104983389377594 (0.13418842649531867) | > loss_disc_real_1: 0.20711496472358704 (0.19014340024610296) | > loss_disc_real_2: 0.20192475616931915 (0.18881043091731492) | > loss_disc_real_3: 0.20642340183258057 (0.2049385278831796) | > loss_disc_real_4: 0.18768157064914703 (0.19389503944406328) | > loss_disc_real_5: 0.21657408773899078 (0.20832532682537663) | > loss_0: 2.3303236961364746 (2.1958654512091336) | > grad_norm_0: tensor(16.5519, device='cuda:0') (tensor(22.3855, device='cuda:0')) | > loss_gen: 2.6183085441589355 (2.776453836446802) | > loss_kl: 1.8692026138305664 (1.7103247127504146) | > loss_feat: 6.904171943664551 (8.314282396408716) | > loss_mel: 11.941150665283203 (12.831387073251776) | > loss_duration: 1.662038803100586 (1.6587626307392416) | > amp_scaler: 256.0 (293.8972809667676) | > loss_1: 24.994873046875 (27.291210621145208) | > grad_norm_1: tensor(377.3517, device='cuda:0') (tensor(382.1472, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8869 (0.8572449806593696) | > loader_time: 0.0108 (0.0103602412964282)  --> TIME: 2025-05-12 13:32:22 -- STEP: 712/725 -- GLOBAL_STEP: 438800 | > loss_disc: 2.2828328609466553 (2.1965443714616018) | > loss_disc_real_0: 0.14047057926654816 (0.13438436606626825) | > loss_disc_real_1: 0.23097282648086548 (0.19033770968488758) | > loss_disc_real_2: 0.219369575381279 (0.18892660008722476) | > loss_disc_real_3: 0.18560901284217834 (0.20481223862074063) | > loss_disc_real_4: 0.1878056824207306 (0.19390975060255333) | > loss_disc_real_5: 0.22157849371433258 (0.2083480204507875) | > loss_0: 2.2828328609466553 (2.1965443714616018) | > grad_norm_0: tensor(23.7108, device='cuda:0') (tensor(22.0127, device='cuda:0')) | > loss_gen: 2.5168771743774414 (2.7743656139695276) | > loss_kl: 1.7434117794036865 (1.7119616906294661) | > loss_feat: 6.575639247894287 (8.308152639464035) | > loss_mel: 11.313528060913086 (12.824201997746243) | > loss_duration: 1.657936692237854 (1.658463433384896) | > amp_scaler: 256.0 (291.23595505618016) | > loss_1: 23.807392120361328 (27.27714534555929) | > grad_norm_1: tensor(308.0030, device='cuda:0') (tensor(372.5308, device='cuda:0')) | > current_lr_0: 0.00018692138728819925 | > current_lr_1: 0.00018692138728819925 | > step_time: 0.8228 (0.857003625524178) | > loader_time: 0.0097 (0.010336063216241548)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3664801120758057 (2.3664801120758057) | > loss_disc_real_0: 0.236360102891922 (0.236360102891922) | > loss_disc_real_1: 0.20320233702659607 (0.20320233702659607) | > loss_disc_real_2: 0.20759829878807068 (0.20759829878807068) | > loss_disc_real_3: 0.2716929614543915 (0.2716929614543915) | > loss_disc_real_4: 0.25708574056625366 (0.25708574056625366) | > loss_disc_real_5: 0.23852746188640594 (0.23852746188640594) | > loss_0: 2.3664801120758057 (2.3664801120758057) | > loss_gen: 2.918588638305664 (2.918588638305664) | > loss_kl: 2.0684666633605957 (2.0684666633605957) | > loss_feat: 8.415919303894043 (8.415919303894043) | > loss_mel: 14.027873039245605 (14.027873039245605) | > loss_duration: 1.7309908866882324 (1.7309908866882324) | > loss_1: 29.161840438842773 (29.161840438842773)  --> STEP: 1 | > loss_disc: 2.3890416622161865 (2.3890416622161865) | > loss_disc_real_0: 0.2033761590719223 (0.2033761590719223) | > loss_disc_real_1: 0.22383950650691986 (0.22383950650691986) | > loss_disc_real_2: 0.1919296383857727 (0.1919296383857727) | > loss_disc_real_3: 0.2547420263290405 (0.2547420263290405) | > loss_disc_real_4: 0.2485082894563675 (0.2485082894563675) | > loss_disc_real_5: 0.21859344840049744 (0.21859344840049744) | > loss_0: 2.3890416622161865 (2.3890416622161865) | > loss_gen: 2.704543113708496 (2.704543113708496) | > loss_kl: 2.100849151611328 (2.100849151611328) | > loss_feat: 7.4668192863464355 (7.4668192863464355) | > loss_mel: 12.850950241088867 (12.850950241088867) | > loss_duration: 1.8788467645645142 (1.8788467645645142) | > loss_1: 27.00200843811035 (27.00200843811035)  --> STEP: 2 | > loss_disc: 2.297313928604126 (2.3431777954101562) | > loss_disc_real_0: 0.19422394037246704 (0.19880004972219467) | > loss_disc_real_1: 0.19834968447685242 (0.21109459549188614) | > loss_disc_real_2: 0.182228222489357 (0.18707893043756485) | > loss_disc_real_3: 0.25803425908088684 (0.2563881427049637) | > loss_disc_real_4: 0.25625717639923096 (0.2523827329277992) | > loss_disc_real_5: 0.2180957943201065 (0.21834462136030197) | > loss_0: 2.297313928604126 (2.3431777954101562) | > loss_gen: 2.904402494430542 (2.804472804069519) | > loss_kl: 1.949381947517395 (2.0251155495643616) | > loss_feat: 7.9840407371521 (7.725430011749268) | > loss_mel: 13.392382621765137 (13.121666431427002) | > loss_duration: 1.9084376096725464 (1.8936421871185303) | > loss_1: 28.13864517211914 (27.570326805114746)  --> STEP: 3 | > loss_disc: 2.420522928237915 (2.3689595063527427) | > loss_disc_real_0: 0.22934846580028534 (0.20898285508155823) | > loss_disc_real_1: 0.22441257536411285 (0.2155339221159617) | > loss_disc_real_2: 0.1950066238641739 (0.1897214949131012) | > loss_disc_real_3: 0.26160067319869995 (0.2581256528695424) | > loss_disc_real_4: 0.2554844915866852 (0.25341665248076123) | > loss_disc_real_5: 0.22003863751888275 (0.21890929341316223) | > loss_0: 2.420522928237915 (2.3689595063527427) | > loss_gen: 2.666041851043701 (2.758329153060913) | > loss_kl: 2.1577210426330566 (2.06931738058726) | > loss_feat: 6.568797588348389 (7.339885870615642) | > loss_mel: 11.699570655822754 (12.647634506225586) | > loss_duration: 1.8502986431121826 (1.8791943391164143) | > loss_1: 24.94243049621582 (26.694361368815105)  --> STEP: 4 | > loss_disc: 2.525489330291748 (2.408091962337494) | > loss_disc_real_0: 0.23963385820388794 (0.21664560586214066) | > loss_disc_real_1: 0.21167664229869843 (0.2145696021616459) | > loss_disc_real_2: 0.1826673150062561 (0.18795794993638992) | > loss_disc_real_3: 0.2708861231803894 (0.2613157704472542) | > loss_disc_real_4: 0.24732227623462677 (0.2518930584192276) | > loss_disc_real_5: 0.2734778821468353 (0.2325514405965805) | > loss_0: 2.525489330291748 (2.408091962337494) | > loss_gen: 2.7516682147979736 (2.7566639184951782) | > loss_kl: 2.1586015224456787 (2.0916384160518646) | > loss_feat: 8.574559211730957 (7.64855420589447) | > loss_mel: 13.540318489074707 (12.870805501937866) | > loss_duration: 1.786697506904602 (1.8560701310634613) | > loss_1: 28.811845779418945 (27.223732471466064) --> EVAL PERFORMANCE | > avg_loader_time: 0.36142152547836304 (+0.03249251842498779) | > avg_loss_disc: 2.408091962337494 (+0.018130183219909668) | > avg_loss_disc_real_0: 0.21664560586214066 (+0.049202144145965576) | > avg_loss_disc_real_1: 0.2145696021616459 (+0.0559094063937664) | > avg_loss_disc_real_2: 0.18795794993638992 (-0.07396113872528076) | > avg_loss_disc_real_3: 0.2613157704472542 (+0.037589434534311295) | > avg_loss_disc_real_4: 0.2518930584192276 (+0.04941972717642784) | > avg_loss_disc_real_5: 0.2325514405965805 (-0.05825010687112808) | > avg_loss_0: 2.408091962337494 (+0.018130183219909668) | > avg_loss_gen: 2.7566639184951782 (+0.045097947120666504) | > avg_loss_kl: 2.0916384160518646 (-0.025273442268371582) | > avg_loss_feat: 7.64855420589447 (-0.036382079124450684) | > avg_loss_mel: 12.870805501937866 (+0.27910804748535156) | > avg_loss_duration: 1.8560701310634613 (+0.012367188930511475) | > avg_loss_1: 27.223732471466064 (+0.2749185562133789)  > EPOCH: 542/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 13:32:40)   --> TIME: 2025-05-12 13:33:14 -- STEP: 37/725 -- GLOBAL_STEP: 438850 | > loss_disc: 2.1688504219055176 (2.184132985166601) | > loss_disc_real_0: 0.11857711523771286 (0.13512954719968745) | > loss_disc_real_1: 0.19150710105895996 (0.18975042330252156) | > loss_disc_real_2: 0.18991732597351074 (0.18702309679340673) | > loss_disc_real_3: 0.20778648555278778 (0.20251412206404917) | > loss_disc_real_4: 0.18856175243854523 (0.19144962003102173) | > loss_disc_real_5: 0.19036921858787537 (0.20615577214473002) | > loss_0: 2.1688504219055176 (2.184132985166601) | > grad_norm_0: tensor(20.9081, device='cuda:0') (tensor(20.2526, device='cuda:0')) | > loss_gen: 2.7611429691314697 (2.7816090841551087) | > loss_kl: 1.5747421979904175 (1.6741037658742957) | > loss_feat: 8.349936485290527 (8.387516382578257) | > loss_mel: 11.90755844116211 (12.935406452900656) | > loss_duration: 1.655192494392395 (1.657704723847879) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.248573303222656 (27.43634048668114) | > grad_norm_1: tensor(315.0895, device='cuda:0') (tensor(318.6207, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8606 (0.8607357192683864) | > loader_time: 0.0127 (0.010670049770458325)  --> TIME: 2025-05-12 13:33:58 -- STEP: 87/725 -- GLOBAL_STEP: 438900 | > loss_disc: 2.070294141769409 (2.190598487854004) | > loss_disc_real_0: 0.12450890988111496 (0.13513081572179136) | > loss_disc_real_1: 0.17418906092643738 (0.19039396907406295) | > loss_disc_real_2: 0.16451634466648102 (0.18800471945740707) | > loss_disc_real_3: 0.1676975041627884 (0.20407644119755974) | > loss_disc_real_4: 0.15954013168811798 (0.19252396006693787) | > loss_disc_real_5: 0.19079166650772095 (0.20693893747768183) | > loss_0: 2.070294141769409 (2.190598487854004) | > grad_norm_0: tensor(20.3642, device='cuda:0') (tensor(20.2323, device='cuda:0')) | > loss_gen: 2.932384490966797 (2.786030799493021) | > loss_kl: 1.961753487586975 (1.7041566454131027) | > loss_feat: 8.759660720825195 (8.365948978511767) | > loss_mel: 13.25223445892334 (12.932440900254523) | > loss_duration: 1.6451051235198975 (1.6586687016761166) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.551137924194336 (27.44724602534853) | > grad_norm_1: tensor(375.3521, device='cuda:0') (tensor(331.5387, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8475 (0.8625599652871319) | > loader_time: 0.0109 (0.010720513332849265)  --> TIME: 2025-05-12 13:34:42 -- STEP: 137/725 -- GLOBAL_STEP: 438950 | > loss_disc: 2.0757603645324707 (2.1895685352548195) | > loss_disc_real_0: 0.07988297939300537 (0.1340919623192209) | > loss_disc_real_1: 0.1629791110754013 (0.19039479115583605) | > loss_disc_real_2: 0.17732873558998108 (0.18782674080699024) | > loss_disc_real_3: 0.18386699259281158 (0.20489662254813815) | > loss_disc_real_4: 0.17685362696647644 (0.1932143051258839) | > loss_disc_real_5: 0.1818113476037979 (0.20658201305535587) | > loss_0: 2.0757603645324707 (2.1895685352548195) | > grad_norm_0: tensor(22.9537, device='cuda:0') (tensor(21.0048, device='cuda:0')) | > loss_gen: 2.871936798095703 (2.7929264385334758) | > loss_kl: 1.734226107597351 (1.704691923447769) | > loss_feat: 9.832343101501465 (8.400072414509575) | > loss_mel: 14.092666625976562 (12.95416304316834) | > loss_duration: 1.6429400444030762 (1.6591874195711458) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.174114227294922 (27.51104122356777) | > grad_norm_1: tensor(443.7123, device='cuda:0') (tensor(341.7076, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8353 (0.8631894936526777) | > loader_time: 0.0102 (0.010773888469612514)  --> TIME: 2025-05-12 13:35:26 -- STEP: 187/725 -- GLOBAL_STEP: 439000 | > loss_disc: 2.280135154724121 (2.1891102816331856) | > loss_disc_real_0: 0.16037331521511078 (0.13507690444030865) | > loss_disc_real_1: 0.19450420141220093 (0.19061371086434248) | > loss_disc_real_2: 0.19636604189872742 (0.18796987998931808) | > loss_disc_real_3: 0.2116061896085739 (0.20482560729279234) | > loss_disc_real_4: 0.20842863619327545 (0.1930640147809676) | > loss_disc_real_5: 0.20871900022029877 (0.20630032852053004) | > loss_0: 2.280135154724121 (2.1891102816331856) | > grad_norm_0: tensor(24.7530, device='cuda:0') (tensor(21.9092, device='cuda:0')) | > loss_gen: 2.4638943672180176 (2.7908908249860143) | > loss_kl: 1.8382594585418701 (1.70682141232618) | > loss_feat: 7.209504127502441 (8.372795762862756) | > loss_mel: 11.427966117858887 (12.919320055507722) | > loss_duration: 1.671523928642273 (1.6588493132973736) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.611148834228516 (27.448677348580585) | > grad_norm_1: tensor(427.6762, device='cuda:0') (tensor(353.0228, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8633 (0.8621994135851528) | > loader_time: 0.0101 (0.010686903713858708) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_439000.pth  --> TIME: 2025-05-12 13:36:13 -- STEP: 237/725 -- GLOBAL_STEP: 439050 | > loss_disc: 2.1429972648620605 (2.191567922946271) | > loss_disc_real_0: 0.14303503930568695 (0.13463211289060772) | > loss_disc_real_1: 0.23181578516960144 (0.19037014032215005) | > loss_disc_real_2: 0.19678832590579987 (0.187955993011531) | > loss_disc_real_3: 0.18711118400096893 (0.20456497591256087) | > loss_disc_real_4: 0.19920717179775238 (0.19380673558651643) | > loss_disc_real_5: 0.1860135942697525 (0.20724660843485015) | > loss_0: 2.1429972648620605 (2.191567922946271) | > grad_norm_0: tensor(13.3547, device='cuda:0') (tensor(21.2260, device='cuda:0')) | > loss_gen: 2.842532157897949 (2.7840278812601595) | > loss_kl: 1.7524898052215576 (1.7114017608296517) | > loss_feat: 7.882660388946533 (8.349795387767038) | > loss_mel: 12.37933349609375 (12.902185379704342) | > loss_duration: 1.635229229927063 (1.6588164200762656) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.492246627807617 (27.40622682209256) | > grad_norm_1: tensor(283.6454, device='cuda:0') (tensor(350.5157, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8379 (0.8634879216866151) | > loader_time: 0.0105 (0.010612508918665636)  --> TIME: 2025-05-12 13:36:57 -- STEP: 287/725 -- GLOBAL_STEP: 439100 | > loss_disc: 2.2666714191436768 (2.1891420244755238) | > loss_disc_real_0: 0.15264342725276947 (0.1343153479155348) | > loss_disc_real_1: 0.21115772426128387 (0.1900292830184777) | > loss_disc_real_2: 0.18907080590724945 (0.18787402584370005) | > loss_disc_real_3: 0.1999557614326477 (0.204722939883375) | > loss_disc_real_4: 0.18953537940979004 (0.19338195861839663) | > loss_disc_real_5: 0.1914265900850296 (0.2067980659859521) | > loss_0: 2.2666714191436768 (2.1891420244755238) | > grad_norm_0: tensor(20.7971, device='cuda:0') (tensor(21.3393, device='cuda:0')) | > loss_gen: 2.6902167797088623 (2.7854128249430907) | > loss_kl: 1.6658904552459717 (1.7173818108927494) | > loss_feat: 7.148899555206299 (8.356023037475163) | > loss_mel: 11.43124771118164 (12.904277961013209) | > loss_duration: 1.6608099937438965 (1.6587589937635414) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.597063064575195 (27.421854657163188) | > grad_norm_1: tensor(454.5806, device='cuda:0') (tensor(351.9240, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8286 (0.8621442816398702) | > loader_time: 0.0097 (0.01053691824138788)  --> TIME: 2025-05-12 13:37:41 -- STEP: 337/725 -- GLOBAL_STEP: 439150 | > loss_disc: 2.1125235557556152 (2.1902808520489687) | > loss_disc_real_0: 0.11914490163326263 (0.13396134066121868) | > loss_disc_real_1: 0.17870089411735535 (0.18993108500712702) | > loss_disc_real_2: 0.1552983522415161 (0.1883544224571402) | > loss_disc_real_3: 0.2013683021068573 (0.20491153881705476) | > loss_disc_real_4: 0.18302923440933228 (0.1936856632505043) | > loss_disc_real_5: 0.19025610387325287 (0.20692184483438997) | > loss_0: 2.1125235557556152 (2.1902808520489687) | > grad_norm_0: tensor(28.4330, device='cuda:0') (tensor(21.6721, device='cuda:0')) | > loss_gen: 2.935856342315674 (2.785882411441747) | > loss_kl: 1.7591465711593628 (1.717048059231449) | > loss_feat: 10.074959754943848 (8.3690221811968) | > loss_mel: 14.841901779174805 (12.900552446835121) | > loss_duration: 1.6486461162567139 (1.65840574541856) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.260509490966797 (27.430910834926525) | > grad_norm_1: tensor(603.4211, device='cuda:0') (tensor(362.5203, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8715 (0.8620858532031143) | > loader_time: 0.0099 (0.010467179097478392)  --> TIME: 2025-05-12 13:38:25 -- STEP: 387/725 -- GLOBAL_STEP: 439200 | > loss_disc: 2.152963638305664 (2.1925318832545306) | > loss_disc_real_0: 0.1979932188987732 (0.13430764316280364) | > loss_disc_real_1: 0.1949085146188736 (0.1902579818816148) | > loss_disc_real_2: 0.19955594837665558 (0.1886217250688438) | > loss_disc_real_3: 0.17493204772472382 (0.20471944488604243) | > loss_disc_real_4: 0.19694289565086365 (0.193839840879736) | > loss_disc_real_5: 0.244370698928833 (0.20722034234717218) | > loss_0: 2.152963638305664 (2.1925318832545306) | > grad_norm_0: tensor(29.0351, device='cuda:0') (tensor(21.6887, device='cuda:0')) | > loss_gen: 2.9213666915893555 (2.7830653868288353) | > loss_kl: 1.555058479309082 (1.713286907173866) | > loss_feat: 8.403053283691406 (8.349462535030156) | > loss_mel: 13.705113410949707 (12.899913923376909) | > loss_duration: 1.7496068477630615 (1.6584563535621308) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.334197998046875 (27.404185090570177) | > grad_norm_1: tensor(210.6098, device='cuda:0') (tensor(361.2512, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8695 (0.8622818529143815) | > loader_time: 0.0097 (0.010485670671290514)  --> TIME: 2025-05-12 13:39:08 -- STEP: 437/725 -- GLOBAL_STEP: 439250 | > loss_disc: 2.1617629528045654 (2.1928655544734923) | > loss_disc_real_0: 0.11591308563947678 (0.1346156240123359) | > loss_disc_real_1: 0.1706419289112091 (0.18998487491493093) | > loss_disc_real_2: 0.18771617114543915 (0.1886305386878259) | > loss_disc_real_3: 0.2061644196510315 (0.20456284997255902) | > loss_disc_real_4: 0.18855614960193634 (0.19340875717540623) | > loss_disc_real_5: 0.18402189016342163 (0.20763325455941653) | > loss_0: 2.1617629528045654 (2.1928655544734923) | > grad_norm_0: tensor(15.8289, device='cuda:0') (tensor(21.6382, device='cuda:0')) | > loss_gen: 2.750244140625 (2.7823125268556446) | > loss_kl: 1.6448724269866943 (1.708728767096041) | > loss_feat: 8.037666320800781 (8.352013698158878) | > loss_mel: 12.553982734680176 (12.91156093588683) | > loss_duration: 1.6143736839294434 (1.657889087085593) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.60114097595215 (27.412505021084364) | > grad_norm_1: tensor(393.8788, device='cuda:0') (tensor(350.7930, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.9201 (0.8618057096031766) | > loader_time: 0.0103 (0.010477236806664368)  --> TIME: 2025-05-12 13:39:52 -- STEP: 487/725 -- GLOBAL_STEP: 439300 | > loss_disc: 2.200587511062622 (2.1948731988362455) | > loss_disc_real_0: 0.10709866881370544 (0.1347622349705293) | > loss_disc_real_1: 0.17933443188667297 (0.19026610402111155) | > loss_disc_real_2: 0.18654300272464752 (0.18876095308905008) | > loss_disc_real_3: 0.1803097426891327 (0.20464614094894767) | > loss_disc_real_4: 0.1802794188261032 (0.19336702201890257) | > loss_disc_real_5: 0.2065715491771698 (0.20763204909203234) | > loss_0: 2.200587511062622 (2.1948731988362455) | > grad_norm_0: tensor(17.8276, device='cuda:0') (tensor(21.5581, device='cuda:0')) | > loss_gen: 2.643050193786621 (2.776428856154488) | > loss_kl: 1.805012583732605 (1.710041761887881) | > loss_feat: 8.683952331542969 (8.321897996279734) | > loss_mel: 12.980722427368164 (12.884971254415337) | > loss_duration: 1.6491003036499023 (1.6581094739863025) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.7618408203125 (27.351449355452456) | > grad_norm_1: tensor(556.2897, device='cuda:0') (tensor(347.0154, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8227 (0.8616439948581328) | > loader_time: 0.0094 (0.010434751882690179)  --> TIME: 2025-05-12 13:40:36 -- STEP: 537/725 -- GLOBAL_STEP: 439350 | > loss_disc: 2.3856875896453857 (2.1975553373162744) | > loss_disc_real_0: 0.12429641932249069 (0.13500812666376194) | > loss_disc_real_1: 0.22505278885364532 (0.1902583338028892) | > loss_disc_real_2: 0.21116359531879425 (0.18911843445824944) | > loss_disc_real_3: 0.20983435213565826 (0.204888336957056) | > loss_disc_real_4: 0.19916918873786926 (0.19354334093449943) | > loss_disc_real_5: 0.21618123352527618 (0.20797456609470222) | > loss_0: 2.3856875896453857 (2.1975553373162744) | > grad_norm_0: tensor(9.4774, device='cuda:0') (tensor(21.1598, device='cuda:0')) | > loss_gen: 2.476407527923584 (2.772569114713474) | > loss_kl: 1.4331945180892944 (1.7080565513401276) | > loss_feat: 6.390993118286133 (8.301471880694335) | > loss_mel: 10.137250900268555 (12.876175997643497) | > loss_duration: 1.6814342737197876 (1.6585422796466052) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.119281768798828 (27.3168158326957) | > grad_norm_1: tensor(198.9675, device='cuda:0') (tensor(338.3542, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8682 (0.8615531042301457) | > loader_time: 0.0101 (0.010400224664357787)  --> TIME: 2025-05-12 13:41:20 -- STEP: 587/725 -- GLOBAL_STEP: 439400 | > loss_disc: 2.133493185043335 (2.1984027219996527) | > loss_disc_real_0: 0.14914534986019135 (0.1349975503536869) | > loss_disc_real_1: 0.19172659516334534 (0.19025437046458005) | > loss_disc_real_2: 0.18108820915222168 (0.18930057546653775) | > loss_disc_real_3: 0.1928257942199707 (0.20495797114944944) | > loss_disc_real_4: 0.18317055702209473 (0.1939468857986151) | > loss_disc_real_5: 0.22312869131565094 (0.20807186383404974) | > loss_0: 2.133493185043335 (2.1984027219996527) | > grad_norm_0: tensor(23.9324, device='cuda:0') (tensor(20.9981, device='cuda:0')) | > loss_gen: 2.8176090717315674 (2.772803331355627) | > loss_kl: 1.4838379621505737 (1.7040121218211803) | > loss_feat: 8.838702201843262 (8.302375970544766) | > loss_mel: 12.981976509094238 (12.891567802104271) | > loss_duration: 1.641594648361206 (1.658100248601611) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.76371955871582 (27.328859488440127) | > grad_norm_1: tensor(420.5718, device='cuda:0') (tensor(337.4690, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8755 (0.8616901768127131) | > loader_time: 0.0095 (0.010389043687758694)  --> TIME: 2025-05-12 13:42:04 -- STEP: 637/725 -- GLOBAL_STEP: 439450 | > loss_disc: 2.044964551925659 (2.197693392470642) | > loss_disc_real_0: 0.0883733257651329 (0.1348801203411264) | > loss_disc_real_1: 0.1866104155778885 (0.19016006663792565) | > loss_disc_real_2: 0.1677612066268921 (0.18922775639937459) | > loss_disc_real_3: 0.17385683953762054 (0.20497716048635906) | > loss_disc_real_4: 0.178004190325737 (0.19386875832941683) | > loss_disc_real_5: 0.19835735857486725 (0.20807714294788418) | > loss_0: 2.044964551925659 (2.197693392470642) | > grad_norm_0: tensor(14.7631, device='cuda:0') (tensor(21.2238, device='cuda:0')) | > loss_gen: 2.9664418697357178 (2.7747312950751084) | > loss_kl: 1.6934536695480347 (1.705027162935146) | > loss_feat: 10.059677124023438 (8.3062868529998) | > loss_mel: 14.990545272827148 (12.894126198916844) | > loss_duration: 1.6166481971740723 (1.6579609168006266) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.326765060424805 (27.338132430096074) | > grad_norm_1: tensor(329.1152, device='cuda:0') (tensor(339.8838, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.848 (0.8617775196931804) | > loader_time: 0.0095 (0.010403213545890574)  --> TIME: 2025-05-12 13:42:47 -- STEP: 687/725 -- GLOBAL_STEP: 439500 | > loss_disc: 2.0817313194274902 (2.19482278893261) | > loss_disc_real_0: 0.12681232392787933 (0.13438790899957623) | > loss_disc_real_1: 0.1628645807504654 (0.19007291884488248) | > loss_disc_real_2: 0.17701895534992218 (0.18889330210383798) | > loss_disc_real_3: 0.2060546875 (0.20470828045663875) | > loss_disc_real_4: 0.19097685813903809 (0.19370318712799475) | > loss_disc_real_5: 0.17066270112991333 (0.20796995765083573) | > loss_0: 2.0817313194274902 (2.19482278893261) | > grad_norm_0: tensor(32.2520, device='cuda:0') (tensor(21.2412, device='cuda:0')) | > loss_gen: 2.9086763858795166 (2.777318903452446) | > loss_kl: 1.492489218711853 (1.7066915857739842) | > loss_feat: 9.871551513671875 (8.330045002516709) | > loss_mel: 14.883995056152344 (12.910034805753183) | > loss_duration: 1.65038001537323 (1.657907876732395) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.807090759277344 (27.3819981870693) | > grad_norm_1: tensor(391.1954, device='cuda:0') (tensor(340.4635, device='cuda:0')) | > current_lr_0: 0.00018689802211478823 | > current_lr_1: 0.00018689802211478823 | > step_time: 0.8783 (0.8613763476736858) | > loader_time: 0.0096 (0.010397575134099647)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.3037643432617188 (2.3037643432617188) | > loss_disc_real_0: 0.15116055309772491 (0.15116055309772491) | > loss_disc_real_1: 0.15274836122989655 (0.15274836122989655) | > loss_disc_real_2: 0.2165861427783966 (0.2165861427783966) | > loss_disc_real_3: 0.21598953008651733 (0.21598953008651733) | > loss_disc_real_4: 0.2208603024482727 (0.2208603024482727) | > loss_disc_real_5: 0.19500580430030823 (0.19500580430030823) | > loss_0: 2.3037643432617188 (2.3037643432617188) | > loss_gen: 2.5191006660461426 (2.5191006660461426) | > loss_kl: 2.256420612335205 (2.256420612335205) | > loss_feat: 8.088790893554688 (8.088790893554688) | > loss_mel: 13.392040252685547 (13.392040252685547) | > loss_duration: 1.7436658143997192 (1.7436658143997192) | > loss_1: 28.000017166137695 (28.000017166137695)  --> STEP: 1 | > loss_disc: 2.3463077545166016 (2.3463077545166016) | > loss_disc_real_0: 0.1735278218984604 (0.1735278218984604) | > loss_disc_real_1: 0.13119365274906158 (0.13119365274906158) | > loss_disc_real_2: 0.22052033245563507 (0.22052033245563507) | > loss_disc_real_3: 0.232790008187294 (0.232790008187294) | > loss_disc_real_4: 0.19218167662620544 (0.19218167662620544) | > loss_disc_real_5: 0.23834827542304993 (0.23834827542304993) | > loss_0: 2.3463077545166016 (2.3463077545166016) | > loss_gen: 2.6016693115234375 (2.6016693115234375) | > loss_kl: 2.2153940200805664 (2.2153940200805664) | > loss_feat: 9.313417434692383 (9.313417434692383) | > loss_mel: 14.600898742675781 (14.600898742675781) | > loss_duration: 1.8608942031860352 (1.8608942031860352) | > loss_1: 30.592273712158203 (30.592273712158203)  --> STEP: 2 | > loss_disc: 2.368175506591797 (2.357241630554199) | > loss_disc_real_0: 0.15698064863681793 (0.16525423526763916) | > loss_disc_real_1: 0.15226881206035614 (0.14173123240470886) | > loss_disc_real_2: 0.20827271044254303 (0.21439652144908905) | > loss_disc_real_3: 0.19753409922122955 (0.21516205370426178) | > loss_disc_real_4: 0.18538565933704376 (0.1887836679816246) | > loss_disc_real_5: 0.20140257477760315 (0.21987542510032654) | > loss_0: 2.368175506591797 (2.357241630554199) | > loss_gen: 2.32718563079834 (2.4644274711608887) | > loss_kl: 2.0774779319763184 (2.1464359760284424) | > loss_feat: 7.9934000968933105 (8.653408765792847) | > loss_mel: 13.439912796020508 (14.020405769348145) | > loss_duration: 1.8926362991333008 (1.876765251159668) | > loss_1: 27.730613708496094 (29.16144371032715)  --> STEP: 3 | > loss_disc: 2.278639316558838 (2.331040859222412) | > loss_disc_real_0: 0.14797019958496094 (0.15949289004007974) | > loss_disc_real_1: 0.14803878962993622 (0.14383375147978464) | > loss_disc_real_2: 0.20827829837799072 (0.21235711375872293) | > loss_disc_real_3: 0.1987316608428955 (0.20968525608380637) | > loss_disc_real_4: 0.1743152141571045 (0.1839608500401179) | > loss_disc_real_5: 0.19284559786319733 (0.21086548268795013) | > loss_0: 2.278639316558838 (2.331040859222412) | > loss_gen: 2.489314079284668 (2.4727230072021484) | > loss_kl: 2.0512399673461914 (2.114703973134359) | > loss_feat: 8.299300193786621 (8.535372575124105) | > loss_mel: 13.498040199279785 (13.846283912658691) | > loss_duration: 1.851578712463379 (1.868369738260905) | > loss_1: 28.189472198486328 (28.837453206380207)  --> STEP: 4 | > loss_disc: 2.2860517501831055 (2.3197935819625854) | > loss_disc_real_0: 0.13917049765586853 (0.15441229194402695) | > loss_disc_real_1: 0.14683516323566437 (0.14458410441875458) | > loss_disc_real_2: 0.19842147827148438 (0.2088732048869133) | > loss_disc_real_3: 0.20344612002372742 (0.20812547206878662) | > loss_disc_real_4: 0.19926103949546814 (0.18778589740395546) | > loss_disc_real_5: 0.20981787145137787 (0.21060357987880707) | > loss_0: 2.2860517501831055 (2.3197935819625854) | > loss_gen: 2.4853038787841797 (2.4758682250976562) | > loss_kl: 1.8573938608169556 (2.050376445055008) | > loss_feat: 7.8393988609313965 (8.361379146575928) | > loss_mel: 12.548038482666016 (13.521722555160522) | > loss_duration: 1.7986552715301514 (1.8509411215782166) | > loss_1: 26.528789520263672 (28.260287284851074) --> EVAL PERFORMANCE | > avg_loader_time: 0.3280775547027588 (-0.03334397077560425) | > avg_loss_disc: 2.3197935819625854 (-0.08829838037490845) | > avg_loss_disc_real_0: 0.15441229194402695 (-0.06223331391811371) | > avg_loss_disc_real_1: 0.14458410441875458 (-0.06998549774289131) | > avg_loss_disc_real_2: 0.2088732048869133 (+0.020915254950523376) | > avg_loss_disc_real_3: 0.20812547206878662 (-0.05319029837846756) | > avg_loss_disc_real_4: 0.18778589740395546 (-0.06410716101527214) | > avg_loss_disc_real_5: 0.21060357987880707 (-0.021947860717773438) | > avg_loss_0: 2.3197935819625854 (-0.08829838037490845) | > avg_loss_gen: 2.4758682250976562 (-0.280795693397522) | > avg_loss_kl: 2.050376445055008 (-0.04126197099685669) | > avg_loss_feat: 8.361379146575928 (+0.7128249406814575) | > avg_loss_mel: 13.521722555160522 (+0.6509170532226562) | > avg_loss_duration: 1.8509411215782166 (-0.005129009485244751) | > avg_loss_1: 28.260287284851074 (+1.0365548133850098)  > EPOCH: 543/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 13:43:27)   --> TIME: 2025-05-12 13:43:40 -- STEP: 12/725 -- GLOBAL_STEP: 439550 | > loss_disc: 2.199984312057495 (2.180379847685496) | > loss_disc_real_0: 0.15999920666217804 (0.13643642142415047) | > loss_disc_real_1: 0.2127564698457718 (0.1883409135043621) | > loss_disc_real_2: 0.19709762930870056 (0.19139687220255533) | > loss_disc_real_3: 0.2091284543275833 (0.20322864005963007) | > loss_disc_real_4: 0.17943315207958221 (0.1945359893143177) | > loss_disc_real_5: 0.2480677217245102 (0.20766843855381012) | > loss_0: 2.199984312057495 (2.180379847685496) | > grad_norm_0: tensor(42.9858, device='cuda:0') (tensor(23.2290, device='cuda:0')) | > loss_gen: 2.779676914215088 (2.8077630400657654) | > loss_kl: 1.8630470037460327 (1.79790860414505) | > loss_feat: 8.870936393737793 (8.470189134279886) | > loss_mel: 13.892985343933105 (13.173123677571615) | > loss_duration: 1.667726755142212 (1.6513458093007405) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.074371337890625 (27.900330861409504) | > grad_norm_1: tensor(475.4656, device='cuda:0') (tensor(306.1083, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8615 (0.8423972924550375) | > loader_time: 0.0092 (0.01024097204208374)  --> TIME: 2025-05-12 13:44:24 -- STEP: 62/725 -- GLOBAL_STEP: 439600 | > loss_disc: 2.2773468494415283 (2.192310531293192) | > loss_disc_real_0: 0.1384718418121338 (0.13476178182228912) | > loss_disc_real_1: 0.19407038390636444 (0.18967826352004083) | > loss_disc_real_2: 0.17813287675380707 (0.18872410852101543) | > loss_disc_real_3: 0.20635905861854553 (0.2036349710918242) | > loss_disc_real_4: 0.20749342441558838 (0.19467372014637915) | > loss_disc_real_5: 0.19779308140277863 (0.205903755560998) | > loss_0: 2.2773468494415283 (2.192310531293192) | > grad_norm_0: tensor(30.9919, device='cuda:0') (tensor(22.7664, device='cuda:0')) | > loss_gen: 2.582758903503418 (2.776555768905147) | > loss_kl: 1.7908724546432495 (1.7504637933546496) | > loss_feat: 7.70215368270874 (8.297409719036471) | > loss_mel: 12.203941345214844 (12.877696021910637) | > loss_duration: 1.7001864910125732 (1.6521182406333186) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.97991371154785 (27.354243709195046) | > grad_norm_1: tensor(401.8040, device='cuda:0') (tensor(338.8911, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8674 (0.8621526149011427) | > loader_time: 0.01 (0.010411616294614729)  --> TIME: 2025-05-12 13:45:08 -- STEP: 112/725 -- GLOBAL_STEP: 439650 | > loss_disc: 2.1869688034057617 (2.19155729774918) | > loss_disc_real_0: 0.1411801278591156 (0.13336830160447524) | > loss_disc_real_1: 0.21510283648967743 (0.19055709442389862) | > loss_disc_real_2: 0.18280011415481567 (0.18903199889297992) | > loss_disc_real_3: 0.19442856311798096 (0.2036552167098437) | > loss_disc_real_4: 0.18741798400878906 (0.1935491476740156) | > loss_disc_real_5: 0.19832491874694824 (0.20812558302921902) | > loss_0: 2.1869688034057617 (2.19155729774918) | > grad_norm_0: tensor(13.9026, device='cuda:0') (tensor(21.7922, device='cuda:0')) | > loss_gen: 2.6425681114196777 (2.7771572385515486) | > loss_kl: 1.6388375759124756 (1.7298752782600266) | > loss_feat: 8.210390090942383 (8.32973920447486) | > loss_mel: 12.385394096374512 (12.919847914150782) | > loss_duration: 1.6528255939483643 (1.6573978492191859) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.530017852783203 (27.41401752403804) | > grad_norm_1: tensor(384.3948, device='cuda:0') (tensor(340.2922, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8299 (0.8617180649723325) | > loader_time: 0.0097 (0.010352377380643572)  --> TIME: 2025-05-12 13:45:51 -- STEP: 162/725 -- GLOBAL_STEP: 439700 | > loss_disc: 2.363722324371338 (2.1892037921481657) | > loss_disc_real_0: 0.18338464200496674 (0.13306232509605675) | > loss_disc_real_1: 0.1962987631559372 (0.18972425144395705) | > loss_disc_real_2: 0.21564337611198425 (0.1881119574845573) | > loss_disc_real_3: 0.2348312884569168 (0.20317298385464114) | > loss_disc_real_4: 0.25323033332824707 (0.1937221509438974) | > loss_disc_real_5: 0.2116817981004715 (0.20757631019309705) | > loss_0: 2.363722324371338 (2.1892037921481657) | > grad_norm_0: tensor(22.0604, device='cuda:0') (tensor(22.0601, device='cuda:0')) | > loss_gen: 2.8821945190429688 (2.780150607780174) | > loss_kl: 1.7325289249420166 (1.7254116910475272) | > loss_feat: 7.8695478439331055 (8.329025527577345) | > loss_mel: 12.93826961517334 (12.886580955835036) | > loss_duration: 1.6177870035171509 (1.6577982858375264) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.040327072143555 (27.37896710854989) | > grad_norm_1: tensor(170.6726, device='cuda:0') (tensor(349.8012, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8434 (0.8589969446629654) | > loader_time: 0.01 (0.010287885312680847)  --> TIME: 2025-05-12 13:46:35 -- STEP: 212/725 -- GLOBAL_STEP: 439750 | > loss_disc: 2.2982194423675537 (2.188303521219289) | > loss_disc_real_0: 0.16916389763355255 (0.13421157466353092) | > loss_disc_real_1: 0.20872825384140015 (0.18983920656566344) | > loss_disc_real_2: 0.22490903735160828 (0.18837600313829925) | > loss_disc_real_3: 0.23447932302951813 (0.2032560592271247) | > loss_disc_real_4: 0.19004730880260468 (0.19336886865631586) | > loss_disc_real_5: 0.19048310816287994 (0.2066235058712509) | > loss_0: 2.2982194423675537 (2.188303521219289) | > grad_norm_0: tensor(21.2268, device='cuda:0') (tensor(22.3968, device='cuda:0')) | > loss_gen: 2.552018880844116 (2.7805817352150966) | > loss_kl: 1.671327829360962 (1.7194755470977638) | > loss_feat: 6.730050563812256 (8.310114916765471) | > loss_mel: 10.797942161560059 (12.862858088511341) | > loss_duration: 1.6660752296447754 (1.6587768854959952) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.417415618896484 (27.331807154529496) | > grad_norm_1: tensor(208.7713, device='cuda:0') (tensor(352.3269, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8593 (0.8605071868536607) | > loader_time: 0.0109 (0.010378355125211325)  --> TIME: 2025-05-12 13:47:19 -- STEP: 262/725 -- GLOBAL_STEP: 439800 | > loss_disc: 2.2721915245056152 (2.1877265176700273) | > loss_disc_real_0: 0.12569952011108398 (0.133752095477499) | > loss_disc_real_1: 0.18560777604579926 (0.18972029696211554) | > loss_disc_real_2: 0.227226123213768 (0.1885940384205061) | > loss_disc_real_3: 0.208632230758667 (0.2032585119018118) | > loss_disc_real_4: 0.1914059966802597 (0.19342403802025407) | > loss_disc_real_5: 0.2129959911108017 (0.20688703371823283) | > loss_0: 2.2721915245056152 (2.1877265176700273) | > grad_norm_0: tensor(20.0056, device='cuda:0') (tensor(22.1390, device='cuda:0')) | > loss_gen: 2.6213479042053223 (2.7830723223795415) | > loss_kl: 1.685866355895996 (1.7193172282845008) | > loss_feat: 7.455483436584473 (8.319755097381945) | > loss_mel: 12.33436393737793 (12.88274514584141) | > loss_duration: 1.6651005744934082 (1.6599989974771745) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.762161254882812 (27.364888788179584) | > grad_norm_1: tensor(376.2644, device='cuda:0') (tensor(356.4664, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.9158 (0.8597868699153871) | > loader_time: 0.0103 (0.01043764871495371)  --> TIME: 2025-05-12 13:48:03 -- STEP: 312/725 -- GLOBAL_STEP: 439850 | > loss_disc: 2.3020873069763184 (2.1865854557508086) | > loss_disc_real_0: 0.1488574743270874 (0.13361147566674603) | > loss_disc_real_1: 0.22672118246555328 (0.18981632981926963) | > loss_disc_real_2: 0.19590012729167938 (0.18829709936219913) | > loss_disc_real_3: 0.21823489665985107 (0.20314801990603784) | > loss_disc_real_4: 0.21223890781402588 (0.19319645883754272) | > loss_disc_real_5: 0.22970378398895264 (0.20734940144496078) | > loss_0: 2.3020873069763184 (2.1865854557508086) | > grad_norm_0: tensor(13.8049, device='cuda:0') (tensor(21.4859, device='cuda:0')) | > loss_gen: 2.7004995346069336 (2.784550948784902) | > loss_kl: 1.6444932222366333 (1.7195566388276906) | > loss_feat: 7.9759368896484375 (8.336604416370387) | > loss_mel: 12.30981731414795 (12.902704899127665) | > loss_duration: 1.6422874927520752 (1.6592486619185176) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.27303695678711 (27.40266557840201) | > grad_norm_1: tensor(348.6640, device='cuda:0') (tensor(343.8538, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8486 (0.861952787790543) | > loader_time: 0.0129 (0.010478608883344216)  --> TIME: 2025-05-12 13:48:47 -- STEP: 362/725 -- GLOBAL_STEP: 439900 | > loss_disc: 2.245183229446411 (2.187316630097384) | > loss_disc_real_0: 0.16602295637130737 (0.1336735772658447) | > loss_disc_real_1: 0.1909145712852478 (0.1898638453355151) | > loss_disc_real_2: 0.19799835979938507 (0.18805724592334) | > loss_disc_real_3: 0.20032775402069092 (0.2032344390262556) | > loss_disc_real_4: 0.19495552778244019 (0.1936706786162286) | > loss_disc_real_5: 0.19069333374500275 (0.20727951552986432) | > loss_0: 2.245183229446411 (2.187316630097384) | > grad_norm_0: tensor(17.3742, device='cuda:0') (tensor(21.7996, device='cuda:0')) | > loss_gen: 2.686807632446289 (2.786029598989541) | > loss_kl: 1.8240182399749756 (1.718193730267372) | > loss_feat: 7.6557817459106445 (8.344628465768375) | > loss_mel: 12.131587982177734 (12.92485881773806) | > loss_duration: 1.6161150932312012 (1.6581100913701132) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.9143123626709 (27.431820742991754) | > grad_norm_1: tensor(159.5794, device='cuda:0') (tensor(348.2730, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8559 (0.8628103206170856) | > loader_time: 0.0099 (0.010428661799562575)  --> TIME: 2025-05-12 13:49:31 -- STEP: 412/725 -- GLOBAL_STEP: 439950 | > loss_disc: 2.1912193298339844 (2.189298320453143) | > loss_disc_real_0: 0.12408621609210968 (0.133914107547223) | > loss_disc_real_1: 0.20064105093479156 (0.19021046226753766) | > loss_disc_real_2: 0.19898027181625366 (0.18832360327388475) | > loss_disc_real_3: 0.19652235507965088 (0.20345619382354815) | > loss_disc_real_4: 0.19606609642505646 (0.19366456047423827) | > loss_disc_real_5: 0.23892097175121307 (0.20736939572159518) | > loss_0: 2.1912193298339844 (2.189298320453143) | > grad_norm_0: tensor(17.6851, device='cuda:0') (tensor(21.5747, device='cuda:0')) | > loss_gen: 2.794921398162842 (2.7796880134101074) | > loss_kl: 1.8340035676956177 (1.717675028784761) | > loss_feat: 9.020872116088867 (8.30881231733895) | > loss_mel: 13.826584815979004 (12.884983433103097) | > loss_duration: 1.648310899734497 (1.6585422459157921) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.12469482421875 (27.349701071248475) | > grad_norm_1: tensor(423.2848, device='cuda:0') (tensor(346.5726, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8787 (0.8629007241100941) | > loader_time: 0.0099 (0.010387913115973611)  --> TIME: 2025-05-12 13:50:15 -- STEP: 462/725 -- GLOBAL_STEP: 440000 | > loss_disc: 2.379117488861084 (2.1895031085262056) | > loss_disc_real_0: 0.16161760687828064 (0.1336415167494769) | > loss_disc_real_1: 0.20297354459762573 (0.19021421857984544) | > loss_disc_real_2: 0.2104528546333313 (0.1884239078922705) | > loss_disc_real_3: 0.22683288156986237 (0.20354814682300987) | > loss_disc_real_4: 0.19513475894927979 (0.1936717915199535) | > loss_disc_real_5: 0.24879565834999084 (0.20751330120996989) | > loss_0: 2.379117488861084 (2.1895031085262056) | > grad_norm_0: tensor(20.7018, device='cuda:0') (tensor(21.9092, device='cuda:0')) | > loss_gen: 2.504098892211914 (2.7819139627151177) | > loss_kl: 1.7926371097564697 (1.717272504325553) | > loss_feat: 6.437180519104004 (8.326690249628824) | > loss_mel: 10.33298397064209 (12.891949100411814) | > loss_duration: 1.6840100288391113 (1.6586277100430935) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.75090980529785 (27.376453531768934) | > grad_norm_1: tensor(334.6752, device='cuda:0') (tensor(350.8649, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8224 (0.8624572583607265) | > loader_time: 0.0104 (0.010356017521449499) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_440000.pth  --> TIME: 2025-05-12 13:51:01 -- STEP: 512/725 -- GLOBAL_STEP: 440050 | > loss_disc: 2.186796188354492 (2.1896451686043297) | > loss_disc_real_0: 0.12150038033723831 (0.133900538276066) | > loss_disc_real_1: 0.1756349503993988 (0.19018296879949043) | > loss_disc_real_2: 0.1987980157136917 (0.18849488513660617) | > loss_disc_real_3: 0.21299836039543152 (0.20357297323062082) | > loss_disc_real_4: 0.18073783814907074 (0.19361129024764517) | > loss_disc_real_5: 0.22160910069942474 (0.20745012987754302) | > loss_0: 2.186796188354492 (2.1896451686043297) | > grad_norm_0: tensor(11.7176, device='cuda:0') (tensor(21.9100, device='cuda:0')) | > loss_gen: 2.7788455486297607 (2.780493485741319) | > loss_kl: 1.5772613286972046 (1.717259681550786) | > loss_feat: 8.425324440002441 (8.324692452326396) | > loss_mel: 13.392508506774902 (12.890714844688771) | > loss_duration: 1.5976014137268066 (1.6590255910996345) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.77153968811035 (27.372186064720157) | > grad_norm_1: tensor(192.5051, device='cuda:0') (tensor(349.2870, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8596 (0.8622507522813976) | > loader_time: 0.0128 (0.010354272555559874)  --> TIME: 2025-05-12 13:51:45 -- STEP: 562/725 -- GLOBAL_STEP: 440100 | > loss_disc: 2.0870912075042725 (2.187454933161414) | > loss_disc_real_0: 0.1184476688504219 (0.1335515171501559) | > loss_disc_real_1: 0.1647040992975235 (0.18989275947372258) | > loss_disc_real_2: 0.1834012120962143 (0.18813852902196906) | > loss_disc_real_3: 0.20916208624839783 (0.20355777057994728) | > loss_disc_real_4: 0.18343032896518707 (0.19364544112911417) | > loss_disc_real_5: 0.1930347979068756 (0.2074164120593105) | > loss_0: 2.0870912075042725 (2.187454933161414) | > grad_norm_0: tensor(10.6044, device='cuda:0') (tensor(21.6576, device='cuda:0')) | > loss_gen: 2.8783915042877197 (2.7823944859657446) | > loss_kl: 1.9784634113311768 (1.7192866261319335) | > loss_feat: 8.882386207580566 (8.343905638969643) | > loss_mel: 12.991228103637695 (12.909713137616464) | > loss_duration: 1.6348280906677246 (1.6588327485895669) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.365297317504883 (27.414132664636355) | > grad_norm_1: tensor(199.1470, device='cuda:0') (tensor(344.9191, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.9081 (0.8619563541378413) | > loader_time: 0.0101 (0.010339134952775948)  --> TIME: 2025-05-12 13:52:29 -- STEP: 612/725 -- GLOBAL_STEP: 440150 | > loss_disc: 2.3313686847686768 (2.1874535054552813) | > loss_disc_real_0: 0.14819367229938507 (0.13342832892013134) | > loss_disc_real_1: 0.2116396278142929 (0.1898930438495929) | > loss_disc_real_2: 0.19923809170722961 (0.18833140914444058) | > loss_disc_real_3: 0.23486244678497314 (0.20359604832491066) | > loss_disc_real_4: 0.213052898645401 (0.19367240620107423) | > loss_disc_real_5: 0.19319631159305573 (0.2074331089221185) | > loss_0: 2.3313686847686768 (2.1874535054552813) | > grad_norm_0: tensor(20.7754, device='cuda:0') (tensor(21.7234, device='cuda:0')) | > loss_gen: 2.5183064937591553 (2.7823910315831544) | > loss_kl: 1.9089187383651733 (1.7221575751413714) | > loss_feat: 6.652161121368408 (8.347294308001683) | > loss_mel: 10.74940299987793 (12.907738517312447) | > loss_duration: 1.568185567855835 (1.6583663441386876) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.396974563598633 (27.41794779409769) | > grad_norm_1: tensor(435.7299, device='cuda:0') (tensor(347.5605, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8268 (0.862503256283554) | > loader_time: 0.009 (0.010363018980213235)  --> TIME: 2025-05-12 13:53:13 -- STEP: 662/725 -- GLOBAL_STEP: 440200 | > loss_disc: 2.1365835666656494 (2.1882319354938993) | > loss_disc_real_0: 0.1888478696346283 (0.1335443164084072) | > loss_disc_real_1: 0.19473674893379211 (0.19005082115485944) | > loss_disc_real_2: 0.1696239560842514 (0.18836085298000144) | > loss_disc_real_3: 0.2163054347038269 (0.2037342165982256) | > loss_disc_real_4: 0.18925155699253082 (0.1936684238226392) | > loss_disc_real_5: 0.159987211227417 (0.2075361366358409) | > loss_0: 2.1365835666656494 (2.1882319354938993) | > grad_norm_0: tensor(27.7944, device='cuda:0') (tensor(21.9468, device='cuda:0')) | > loss_gen: 2.8918418884277344 (2.7825458190232286) | > loss_kl: 1.8362823724746704 (1.720953492419598) | > loss_feat: 9.697183609008789 (8.343475422470217) | > loss_mel: 14.468278884887695 (12.909284482189538) | > loss_duration: 1.670624852180481 (1.6588854829350264) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.564212799072266 (27.415144712903338) | > grad_norm_1: tensor(476.7883, device='cuda:0') (tensor(350.6367, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8751 (0.8627133517106851) | > loader_time: 0.0101 (0.010357509927086948)  --> TIME: 2025-05-12 13:53:57 -- STEP: 712/725 -- GLOBAL_STEP: 440250 | > loss_disc: 2.208207368850708 (2.1882454684276316) | > loss_disc_real_0: 0.16011811792850494 (0.1335063401002729) | > loss_disc_real_1: 0.18125905096530914 (0.19004369075043814) | > loss_disc_real_2: 0.203760027885437 (0.18839383045776498) | > loss_disc_real_3: 0.1961105912923813 (0.20382940698038335) | > loss_disc_real_4: 0.19086842238903046 (0.19371299903965397) | > loss_disc_real_5: 0.20304535329341888 (0.2073681914153394) | > loss_0: 2.208207368850708 (2.1882454684276316) | > grad_norm_0: tensor(26.6639, device='cuda:0') (tensor(22.0097, device='cuda:0')) | > loss_gen: 2.668060541152954 (2.7829177031356345) | > loss_kl: 1.9094544649124146 (1.7208177407136132) | > loss_feat: 7.585686206817627 (8.349148333072652) | > loss_mel: 12.650971412658691 (12.919401672449007) | > loss_duration: 1.658605933189392 (1.6587228103635012) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.4727783203125 (27.43100826392012) | > grad_norm_1: tensor(381.7278, device='cuda:0') (tensor(348.9586, device='cuda:0')) | > current_lr_0: 0.00018687465986202387 | > current_lr_1: 0.00018687465986202387 | > step_time: 0.8201 (0.862821341900343) | > loader_time: 0.01 (0.010330377000101478)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.406912326812744 (2.406912326812744) | > loss_disc_real_0: 0.1324516385793686 (0.1324516385793686) | > loss_disc_real_1: 0.14370381832122803 (0.14370381832122803) | > loss_disc_real_2: 0.20964227616786957 (0.20964227616786957) | > loss_disc_real_3: 0.26348352432250977 (0.26348352432250977) | > loss_disc_real_4: 0.23122063279151917 (0.23122063279151917) | > loss_disc_real_5: 0.25961944460868835 (0.25961944460868835) | > loss_0: 2.406912326812744 (2.406912326812744) | > loss_gen: 2.426348924636841 (2.426348924636841) | > loss_kl: 1.9451408386230469 (1.9451408386230469) | > loss_feat: 8.285964965820312 (8.285964965820312) | > loss_mel: 13.963260650634766 (13.963260650634766) | > loss_duration: 1.7452750205993652 (1.7452750205993652) | > loss_1: 28.365991592407227 (28.365991592407227)  --> STEP: 1 | > loss_disc: 2.288200855255127 (2.288200855255127) | > loss_disc_real_0: 0.10852238535881042 (0.10852238535881042) | > loss_disc_real_1: 0.14586485922336578 (0.14586485922336578) | > loss_disc_real_2: 0.20695452392101288 (0.20695452392101288) | > loss_disc_real_3: 0.23033033311367035 (0.23033033311367035) | > loss_disc_real_4: 0.22193434834480286 (0.22193434834480286) | > loss_disc_real_5: 0.2265728861093521 (0.2265728861093521) | > loss_0: 2.288200855255127 (2.288200855255127) | > loss_gen: 2.58316969871521 (2.58316969871521) | > loss_kl: 2.223681926727295 (2.223681926727295) | > loss_feat: 9.06484317779541 (9.06484317779541) | > loss_mel: 14.756855964660645 (14.756855964660645) | > loss_duration: 1.869966983795166 (1.869966983795166) | > loss_1: 30.498516082763672 (30.498516082763672)  --> STEP: 2 | > loss_disc: 2.3015427589416504 (2.2948718070983887) | > loss_disc_real_0: 0.12012291699647903 (0.11432265117764473) | > loss_disc_real_1: 0.1563490927219391 (0.15110697597265244) | > loss_disc_real_2: 0.2005692571401596 (0.20376189053058624) | > loss_disc_real_3: 0.24315030872821808 (0.2367403209209442) | > loss_disc_real_4: 0.223526269197464 (0.22273030877113342) | > loss_disc_real_5: 0.19474320113658905 (0.21065804362297058) | > loss_0: 2.3015427589416504 (2.2948718070983887) | > loss_gen: 2.4330780506134033 (2.5081238746643066) | > loss_kl: 1.892184853553772 (2.0579333901405334) | > loss_feat: 8.14641284942627 (8.60562801361084) | > loss_mel: 13.305551528930664 (14.031203746795654) | > loss_duration: 1.8839691877365112 (1.8769680857658386) | > loss_1: 27.661197662353516 (29.079856872558594)  --> STEP: 3 | > loss_disc: 2.391197681427002 (2.3269804318745932) | > loss_disc_real_0: 0.1242365762591362 (0.11762729287147522) | > loss_disc_real_1: 0.15716280043125153 (0.1531255841255188) | > loss_disc_real_2: 0.22102290391921997 (0.20951556166013083) | > loss_disc_real_3: 0.2645241916179657 (0.2460016111532847) | > loss_disc_real_4: 0.23149102926254272 (0.22565054893493652) | > loss_disc_real_5: 0.24157336354255676 (0.22096315026283264) | > loss_0: 2.391197681427002 (2.3269804318745932) | > loss_gen: 2.5246758460998535 (2.5136411984761557) | > loss_kl: 2.0451905727386475 (2.053685784339905) | > loss_feat: 8.578231811523438 (8.596495946248373) | > loss_mel: 13.866190910339355 (13.976199467976889) | > loss_duration: 1.8381805419921875 (1.8640389045079548) | > loss_1: 28.852468490600586 (29.004060745239258)  --> STEP: 4 | > loss_disc: 2.396519660949707 (2.3443652391433716) | > loss_disc_real_0: 0.14181290566921234 (0.1236736960709095) | > loss_disc_real_1: 0.1758914738893509 (0.15881705656647682) | > loss_disc_real_2: 0.2253560721874237 (0.21347568929195404) | > loss_disc_real_3: 0.23561568558216095 (0.24340512976050377) | > loss_disc_real_4: 0.2376360446214676 (0.2286469228565693) | > loss_disc_real_5: 0.25262925028800964 (0.2288796752691269) | > loss_0: 2.396519660949707 (2.3443652391433716) | > loss_gen: 2.404527187347412 (2.4863626956939697) | > loss_kl: 1.7755801677703857 (1.984159380197525) | > loss_feat: 6.924676895141602 (8.17854118347168) | > loss_mel: 11.732929229736328 (13.415381908416748) | > loss_duration: 1.795844554901123 (1.846990317106247) | > loss_1: 24.63355827331543 (27.9114351272583) --> EVAL PERFORMANCE | > avg_loader_time: 0.3276750445365906 (-0.0004025101661682129) | > avg_loss_disc: 2.3443652391433716 (+0.024571657180786133) | > avg_loss_disc_real_0: 0.1236736960709095 (-0.030738595873117447) | > avg_loss_disc_real_1: 0.15881705656647682 (+0.014232952147722244) | > avg_loss_disc_real_2: 0.21347568929195404 (+0.004602484405040741) | > avg_loss_disc_real_3: 0.24340512976050377 (+0.03527965769171715) | > avg_loss_disc_real_4: 0.2286469228565693 (+0.04086102545261383) | > avg_loss_disc_real_5: 0.2288796752691269 (+0.018276095390319824) | > avg_loss_0: 2.3443652391433716 (+0.024571657180786133) | > avg_loss_gen: 2.4863626956939697 (+0.010494470596313477) | > avg_loss_kl: 1.984159380197525 (-0.06621706485748291) | > avg_loss_feat: 8.17854118347168 (-0.18283796310424805) | > avg_loss_mel: 13.415381908416748 (-0.10634064674377441) | > avg_loss_duration: 1.846990317106247 (-0.0039508044719696045) | > avg_loss_1: 27.9114351272583 (-0.34885215759277344)  > EPOCH: 544/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 13:54:15)   --> TIME: 2025-05-12 13:54:49 -- STEP: 37/725 -- GLOBAL_STEP: 440300 | > loss_disc: 2.169215202331543 (2.2165122934289885) | > loss_disc_real_0: 0.09819350391626358 (0.13245650119072683) | > loss_disc_real_1: 0.1685383915901184 (0.19257391908684293) | > loss_disc_real_2: 0.17152735590934753 (0.1884397767685555) | > loss_disc_real_3: 0.19184179604053497 (0.20887902298489133) | > loss_disc_real_4: 0.20700287818908691 (0.19839129939272598) | > loss_disc_real_5: 0.22106240689754486 (0.20814751813540588) | > loss_0: 2.169215202331543 (2.2165122934289885) | > grad_norm_0: tensor(12.9067, device='cuda:0') (tensor(24.0047, device='cuda:0')) | > loss_gen: 3.0671091079711914 (2.760536039197767) | > loss_kl: 1.710512638092041 (1.7082460796510852) | > loss_feat: 9.390616416931152 (8.158398086960254) | > loss_mel: 13.504429817199707 (12.857479559408652) | > loss_duration: 1.6509238481521606 (1.6599462998879921) | > amp_scaler: 512.0 (276.7567567567568) | > loss_1: 29.323593139648438 (27.144606255196237) | > grad_norm_1: tensor(360.2000, device='cuda:0') (tensor(393.2238, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8621 (0.8644323026811754) | > loader_time: 0.0124 (0.011164697440894874)  --> TIME: 2025-05-12 13:55:33 -- STEP: 87/725 -- GLOBAL_STEP: 440350 | > loss_disc: 2.214285373687744 (2.2104517152939733) | > loss_disc_real_0: 0.13047103583812714 (0.13527375125679472) | > loss_disc_real_1: 0.19841641187667847 (0.19280345515273084) | > loss_disc_real_2: 0.20217937231063843 (0.19023595579054173) | > loss_disc_real_3: 0.2212366908788681 (0.20596733706435938) | > loss_disc_real_4: 0.20379981398582458 (0.1952568931483674) | > loss_disc_real_5: 0.20682580769062042 (0.20865926608957094) | > loss_0: 2.214285373687744 (2.2104517152939733) | > grad_norm_0: tensor(29.7029, device='cuda:0') (tensor(23.7295, device='cuda:0')) | > loss_gen: 2.692725419998169 (2.7645758623364314) | > loss_kl: 1.7396410703659058 (1.7406824525745435) | > loss_feat: 7.050588607788086 (8.247443719841971) | > loss_mel: 11.744812965393066 (12.838676671872197) | > loss_duration: 1.6324944496154785 (1.6603160466270885) | > amp_scaler: 512.0 (411.95402298850576) | > loss_1: 24.860261917114258 (27.25169493138105) | > grad_norm_1: tensor(433.7994, device='cuda:0') (tensor(373.9760, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8381 (0.864967137917705) | > loader_time: 0.0096 (0.010716290309511383)  --> TIME: 2025-05-12 13:56:17 -- STEP: 137/725 -- GLOBAL_STEP: 440400 | > loss_disc: 2.1963231563568115 (2.207782352927828) | > loss_disc_real_0: 0.12383650243282318 (0.1353087705308503) | > loss_disc_real_1: 0.19309912621974945 (0.19176122470058665) | > loss_disc_real_2: 0.16670693457126617 (0.18941058131465083) | > loss_disc_real_3: 0.20977625250816345 (0.2055594133634637) | > loss_disc_real_4: 0.21281744539737701 (0.1948953540655818) | > loss_disc_real_5: 0.1970762461423874 (0.20966463019377993) | > loss_0: 2.1963231563568115 (2.207782352927828) | > grad_norm_0: tensor(17.5076, device='cuda:0') (tensor(22.6342, device='cuda:0')) | > loss_gen: 2.7694339752197266 (2.7649002179612197) | > loss_kl: 1.8166663646697998 (1.7316457450824931) | > loss_feat: 9.495031356811523 (8.289807472785899) | > loss_mel: 13.37795639038086 (12.83747847062828) | > loss_duration: 1.62380850315094 (1.6600298054897002) | > amp_scaler: 256.0 (373.7226277372263) | > loss_1: 29.082897186279297 (27.283861814624203) | > grad_norm_1: tensor(171.1571, device='cuda:0') (tensor(348.8032, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8375 (0.8650581436435671) | > loader_time: 0.0098 (0.010622835507358078)  --> TIME: 2025-05-12 13:57:01 -- STEP: 187/725 -- GLOBAL_STEP: 440450 | > loss_disc: 2.388716220855713 (2.2055852037062627) | > loss_disc_real_0: 0.1701534241437912 (0.1345348573703179) | > loss_disc_real_1: 0.1902247816324234 (0.19169484405594084) | > loss_disc_real_2: 0.19847354292869568 (0.18919234384189954) | > loss_disc_real_3: 0.16720010340213776 (0.20539262125836333) | > loss_disc_real_4: 0.18605844676494598 (0.19484832333052227) | > loss_disc_real_5: 0.23135191202163696 (0.20941248002218057) | > loss_0: 2.388716220855713 (2.2055852037062627) | > grad_norm_0: tensor(51.8622, device='cuda:0') (tensor(22.4372, device='cuda:0')) | > loss_gen: 2.5214104652404785 (2.7606136645862747) | > loss_kl: 1.6329009532928467 (1.7228735251860186) | > loss_feat: 6.682608127593994 (8.25583812387232) | > loss_mel: 10.697625160217285 (12.80121841022675) | > loss_duration: 1.6874648332595825 (1.6610279255372318) | > amp_scaler: 256.0 (342.2459893048129) | > loss_1: 23.222009658813477 (27.201571683832668) | > grad_norm_1: tensor(108.5504, device='cuda:0') (tensor(358.9424, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8593 (0.863819039441685) | > loader_time: 0.0099 (0.010579983818339784)  --> TIME: 2025-05-12 13:57:46 -- STEP: 237/725 -- GLOBAL_STEP: 440500 | > loss_disc: 2.121889352798462 (2.2043178971809687) | > loss_disc_real_0: 0.104749396443367 (0.13442727609022764) | > loss_disc_real_1: 0.19836856424808502 (0.19168147759095533) | > loss_disc_real_2: 0.18847574293613434 (0.18885238047390548) | > loss_disc_real_3: 0.198430597782135 (0.20518999537335164) | > loss_disc_real_4: 0.1974177360534668 (0.19431611291969883) | > loss_disc_real_5: 0.1857806295156479 (0.20983081578202392) | > loss_0: 2.121889352798462 (2.2043178971809687) | > grad_norm_0: tensor(24.6605, device='cuda:0') (tensor(22.7878, device='cuda:0')) | > loss_gen: 2.8844008445739746 (2.764053974473525) | > loss_kl: 1.8687047958374023 (1.7222111798539947) | > loss_feat: 7.958792686462402 (8.26410446086513) | > loss_mel: 12.319883346557617 (12.809232900917278) | > loss_duration: 1.6231727600097656 (1.660701296500516) | > amp_scaler: 256.0 (324.05063291139254) | > loss_1: 26.65495491027832 (27.220303853352863) | > grad_norm_1: tensor(495.8581, device='cuda:0') (tensor(367.3557, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8268 (0.8652853160970825) | > loader_time: 0.0109 (0.010519282224309088)  --> TIME: 2025-05-12 13:58:29 -- STEP: 287/725 -- GLOBAL_STEP: 440550 | > loss_disc: 2.1444406509399414 (2.2061399811236293) | > loss_disc_real_0: 0.13596975803375244 (0.13500936212543826) | > loss_disc_real_1: 0.17741325497627258 (0.19168298465657327) | > loss_disc_real_2: 0.19029903411865234 (0.1889259563402017) | > loss_disc_real_3: 0.2219119817018509 (0.20546156463930415) | > loss_disc_real_4: 0.19091875851154327 (0.1939734141585719) | > loss_disc_real_5: 0.21037259697914124 (0.21030512898641185) | > loss_0: 2.1444406509399414 (2.2061399811236293) | > grad_norm_0: tensor(35.2034, device='cuda:0') (tensor(22.7162, device='cuda:0')) | > loss_gen: 2.8857991695404053 (2.760815234965147) | > loss_kl: 1.5665090084075928 (1.719767557619341) | > loss_feat: 8.520078659057617 (8.243089021290634) | > loss_mel: 13.37415885925293 (12.82117275078538) | > loss_duration: 1.671572208404541 (1.6607157166411237) | > amp_scaler: 256.0 (312.1951219512196) | > loss_1: 28.018117904663086 (27.20556033197596) | > grad_norm_1: tensor(260.2508, device='cuda:0') (tensor(363.1569, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8251 (0.8632896569547754) | > loader_time: 0.0096 (0.010445942031381852)  --> TIME: 2025-05-12 13:59:14 -- STEP: 337/725 -- GLOBAL_STEP: 440600 | > loss_disc: 2.0483155250549316 (2.2031418361012944) | > loss_disc_real_0: 0.11238016188144684 (0.13411755645398918) | > loss_disc_real_1: 0.1719767302274704 (0.1914003648372361) | > loss_disc_real_2: 0.19037196040153503 (0.18900233754772094) | > loss_disc_real_3: 0.21445289254188538 (0.20527301693351757) | > loss_disc_real_4: 0.2041526734828949 (0.19382497690374845) | > loss_disc_real_5: 0.198239266872406 (0.21036370386001976) | > loss_0: 2.0483155250549316 (2.2031418361012944) | > grad_norm_0: tensor(15.4324, device='cuda:0') (tensor(22.3525, device='cuda:0')) | > loss_gen: 2.8334288597106934 (2.763982791928932) | > loss_kl: 1.5735890865325928 (1.717813328748641) | > loss_feat: 9.215182304382324 (8.272754246120282) | > loss_mel: 13.765242576599121 (12.858472637323676) | > loss_duration: 1.6248481273651123 (1.6599800027796352) | > amp_scaler: 256.0 (303.8575667655788) | > loss_1: 29.012290954589844 (27.273003082954567) | > grad_norm_1: tensor(191.6546, device='cuda:0') (tensor(362.9038, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8678 (0.8656350646599112) | > loader_time: 0.0106 (0.010387222561708898)  --> TIME: 2025-05-12 13:59:57 -- STEP: 387/725 -- GLOBAL_STEP: 440650 | > loss_disc: 2.3273627758026123 (2.2026654654387054) | > loss_disc_real_0: 0.15867926180362701 (0.13437758214791004) | > loss_disc_real_1: 0.2350299060344696 (0.19120107672011202) | > loss_disc_real_2: 0.19272445142269135 (0.1889802471226807) | > loss_disc_real_3: 0.22868341207504272 (0.20509915242515486) | > loss_disc_real_4: 0.21861618757247925 (0.19399177966499823) | > loss_disc_real_5: 0.21012310683727264 (0.20983073392579726) | > loss_0: 2.3273627758026123 (2.2026654654387054) | > grad_norm_0: tensor(38.2488, device='cuda:0') (tensor(22.4719, device='cuda:0')) | > loss_gen: 2.5790622234344482 (2.7643240181974638) | > loss_kl: 1.6213911771774292 (1.7157091740181898) | > loss_feat: 7.362229347229004 (8.264847697521667) | > loss_mel: 11.856152534484863 (12.86428553066205) | > loss_duration: 1.7276041507720947 (1.6602462237503486) | > amp_scaler: 256.0 (297.67441860465124) | > loss_1: 25.146438598632812 (27.269412723314545) | > grad_norm_1: tensor(433.9632, device='cuda:0') (tensor(363.2691, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8605 (0.8644058667412101) | > loader_time: 0.0106 (0.01032244019422113)  --> TIME: 2025-05-12 14:00:40 -- STEP: 437/725 -- GLOBAL_STEP: 440700 | > loss_disc: 2.2904720306396484 (2.2023769797122177) | > loss_disc_real_0: 0.1686929315328598 (0.13421417505094613) | > loss_disc_real_1: 0.19952669739723206 (0.19114509446533645) | > loss_disc_real_2: 0.222868874669075 (0.18916862251693095) | > loss_disc_real_3: 0.20575334131717682 (0.20500206261941442) | > loss_disc_real_4: 0.21976707875728607 (0.19435645036348217) | > loss_disc_real_5: 0.21699953079223633 (0.20968579499208684) | > loss_0: 2.2904720306396484 (2.2023769797122177) | > grad_norm_0: tensor(20.9413, device='cuda:0') (tensor(22.6369, device='cuda:0')) | > loss_gen: 2.5139148235321045 (2.765899246290017) | > loss_kl: 1.7200891971588135 (1.7131499472144542) | > loss_feat: 7.146968841552734 (8.271215016563634) | > loss_mel: 11.662724494934082 (12.863962040340335) | > loss_duration: 1.597752571105957 (1.6595977727553937) | > amp_scaler: 256.0 (292.90617848970305) | > loss_1: 24.641448974609375 (27.273824098181123) | > grad_norm_1: tensor(302.3446, device='cuda:0') (tensor(365.2013, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.9044 (0.8625154500695061) | > loader_time: 0.0108 (0.010320350834652277)  --> TIME: 2025-05-12 14:01:24 -- STEP: 487/725 -- GLOBAL_STEP: 440750 | > loss_disc: 2.2448489665985107 (2.2016950821240093) | > loss_disc_real_0: 0.10141540318727493 (0.13407603554901903) | > loss_disc_real_1: 0.19117379188537598 (0.19094700279054697) | > loss_disc_real_2: 0.20747850835323334 (0.1892011812763781) | > loss_disc_real_3: 0.19861456751823425 (0.20491945159141534) | > loss_disc_real_4: 0.20264717936515808 (0.1940948893096168) | > loss_disc_real_5: 0.24051354825496674 (0.2098184228555378) | > loss_0: 2.2448489665985107 (2.2016950821240093) | > grad_norm_0: tensor(20.3849, device='cuda:0') (tensor(22.6097, device='cuda:0')) | > loss_gen: 2.671931743621826 (2.7663916111971543) | > loss_kl: 1.8023114204406738 (1.7153152288597469) | > loss_feat: 7.351234436035156 (8.27604267876251) | > loss_mel: 11.694952964782715 (12.886412904492644) | > loss_duration: 1.634446620941162 (1.659828736551978) | > amp_scaler: 256.0 (289.1170431211504) | > loss_1: 25.154878616333008 (27.303991212002796) | > grad_norm_1: tensor(299.3751, device='cuda:0') (tensor(365.9658, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8293 (0.8617903167951769) | > loader_time: 0.0097 (0.010321038459605511)  --> TIME: 2025-05-12 14:02:07 -- STEP: 537/725 -- GLOBAL_STEP: 440800 | > loss_disc: 2.245882034301758 (2.2017742808304694) | > loss_disc_real_0: 0.1327059119939804 (0.13434551854650853) | > loss_disc_real_1: 0.2036232352256775 (0.19086891515405927) | > loss_disc_real_2: 0.18844503164291382 (0.1890669820528456) | > loss_disc_real_3: 0.22226762771606445 (0.2049278158770815) | > loss_disc_real_4: 0.18976658582687378 (0.1939920266080835) | > loss_disc_real_5: 0.201956108212471 (0.21002048709095078) | > loss_0: 2.245882034301758 (2.2017742808304694) | > grad_norm_0: tensor(21.9821, device='cuda:0') (tensor(22.3974, device='cuda:0')) | > loss_gen: 2.662926197052002 (2.764917870917576) | > loss_kl: 1.6831419467926025 (1.7200515800792189) | > loss_feat: 8.265949249267578 (8.290657736069663) | > loss_mel: 12.357449531555176 (12.895449760905864) | > loss_duration: 1.698311686515808 (1.6603457306128417) | > amp_scaler: 256.0 (286.0335195530732) | > loss_1: 26.66777801513672 (27.331422738300805) | > grad_norm_1: tensor(427.5583, device='cuda:0') (tensor(357.1645, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8512 (0.8614004484102048) | > loader_time: 0.0104 (0.010329707818768328)  --> TIME: 2025-05-12 14:02:51 -- STEP: 587/725 -- GLOBAL_STEP: 440850 | > loss_disc: 2.154726028442383 (2.2003216107821775) | > loss_disc_real_0: 0.12717251479625702 (0.1340349306442872) | > loss_disc_real_1: 0.18584249913692474 (0.19074727658315654) | > loss_disc_real_2: 0.19180051982402802 (0.1889396684793232) | > loss_disc_real_3: 0.18977411091327667 (0.2047195661768596) | > loss_disc_real_4: 0.16362766921520233 (0.19378745764036998) | > loss_disc_real_5: 0.17449937760829926 (0.2100446178265284) | > loss_0: 2.154726028442383 (2.2003216107821775) | > grad_norm_0: tensor(25.7900, device='cuda:0') (tensor(22.4670, device='cuda:0')) | > loss_gen: 2.701551675796509 (2.7663113953104603) | > loss_kl: 1.6078453063964844 (1.7224696641073922) | > loss_feat: 8.527128219604492 (8.296496059053798) | > loss_mel: 13.048423767089844 (12.895603872036007) | > loss_duration: 1.6541242599487305 (1.6599119201023291) | > amp_scaler: 256.0 (283.4752981260652) | > loss_1: 27.539073944091797 (27.340792982501114) | > grad_norm_1: tensor(419.9883, device='cuda:0') (tensor(359.0338, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8582 (0.8609341246915229) | > loader_time: 0.0099 (0.010329172599051636)  --> TIME: 2025-05-12 14:03:35 -- STEP: 637/725 -- GLOBAL_STEP: 440900 | > loss_disc: 2.118152618408203 (2.2001868069078347) | > loss_disc_real_0: 0.14669835567474365 (0.13397243608438425) | > loss_disc_real_1: 0.1890304982662201 (0.19071733535178229) | > loss_disc_real_2: 0.20160844922065735 (0.18896160708678955) | > loss_disc_real_3: 0.21372272074222565 (0.20485282185219894) | > loss_disc_real_4: 0.19912858307361603 (0.19396636318093755) | > loss_disc_real_5: 0.19297286868095398 (0.2098451602028528) | > loss_0: 2.118152618408203 (2.2001868069078347) | > grad_norm_0: tensor(31.8294, device='cuda:0') (tensor(22.7339, device='cuda:0')) | > loss_gen: 2.8628478050231934 (2.7688342405825233) | > loss_kl: 1.7073590755462646 (1.7196843528672694) | > loss_feat: 9.537087440490723 (8.301702192477183) | > loss_mel: 12.964500427246094 (12.886783715132834) | > loss_duration: 1.621103286743164 (1.6596731069136639) | > amp_scaler: 256.0 (281.3186813186817) | > loss_1: 28.69289779663086 (27.336677697988655) | > grad_norm_1: tensor(231.5637, device='cuda:0') (tensor(363.6562, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.838 (0.8606664116378856) | > loader_time: 0.0129 (0.010323086937705237)  --> TIME: 2025-05-12 14:04:18 -- STEP: 687/725 -- GLOBAL_STEP: 440950 | > loss_disc: 2.186669111251831 (2.1992649409101164) | > loss_disc_real_0: 0.0944662094116211 (0.1339895558778029) | > loss_disc_real_1: 0.17752808332443237 (0.19075690008146803) | > loss_disc_real_2: 0.20731179416179657 (0.1888965914212982) | > loss_disc_real_3: 0.1867200881242752 (0.20476202829435924) | > loss_disc_real_4: 0.1726546436548233 (0.19395069348499772) | > loss_disc_real_5: 0.19231300055980682 (0.2093688186035753) | > loss_0: 2.186669111251831 (2.1992649409101164) | > grad_norm_0: tensor(17.4344, device='cuda:0') (tensor(23.1093, device='cuda:0')) | > loss_gen: 2.8803606033325195 (2.771442005901531) | > loss_kl: 1.6621531248092651 (1.7191870672386973) | > loss_feat: 8.255908966064453 (8.307028708673114) | > loss_mel: 12.220691680908203 (12.892672605389595) | > loss_duration: 1.6616401672363281 (1.6596194162118902) | > amp_scaler: 256.0 (279.4759825327516) | > loss_1: 26.680755615234375 (27.349949893646016) | > grad_norm_1: tensor(453.7618, device='cuda:0') (tensor(371.4898, device='cuda:0')) | > current_lr_0: 0.00018685130052954112 | > current_lr_1: 0.00018685130052954112 | > step_time: 0.8519 (0.8602955938253166) | > loader_time: 0.0111 (0.010322851905656169)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.378838062286377 (2.378838062286377) | > loss_disc_real_0: 0.18034148216247559 (0.18034148216247559) | > loss_disc_real_1: 0.19086501002311707 (0.19086501002311707) | > loss_disc_real_2: 0.1946450173854828 (0.1946450173854828) | > loss_disc_real_3: 0.19593358039855957 (0.19593358039855957) | > loss_disc_real_4: 0.24210742115974426 (0.24210742115974426) | > loss_disc_real_5: 0.2624164819717407 (0.2624164819717407) | > loss_0: 2.378838062286377 (2.378838062286377) | > loss_gen: 2.53877329826355 (2.53877329826355) | > loss_kl: 2.245208263397217 (2.245208263397217) | > loss_feat: 8.230053901672363 (8.230053901672363) | > loss_mel: 13.405128479003906 (13.405128479003906) | > loss_duration: 1.7522339820861816 (1.7522339820861816) | > loss_1: 28.171396255493164 (28.171396255493164)  --> STEP: 1 | > loss_disc: 2.1937761306762695 (2.1937761306762695) | > loss_disc_real_0: 0.16221380233764648 (0.16221380233764648) | > loss_disc_real_1: 0.18068577349185944 (0.18068577349185944) | > loss_disc_real_2: 0.1854841560125351 (0.1854841560125351) | > loss_disc_real_3: 0.16387204825878143 (0.16387204825878143) | > loss_disc_real_4: 0.20701797306537628 (0.20701797306537628) | > loss_disc_real_5: 0.22378084063529968 (0.22378084063529968) | > loss_0: 2.1937761306762695 (2.1937761306762695) | > loss_gen: 2.5816848278045654 (2.5816848278045654) | > loss_kl: 2.2427496910095215 (2.2427496910095215) | > loss_feat: 8.667984008789062 (8.667984008789062) | > loss_mel: 14.17376708984375 (14.17376708984375) | > loss_duration: 1.8598976135253906 (1.8598976135253906) | > loss_1: 29.52608299255371 (29.52608299255371)  --> STEP: 2 | > loss_disc: 2.2835474014282227 (2.238661766052246) | > loss_disc_real_0: 0.1672506332397461 (0.1647322177886963) | > loss_disc_real_1: 0.1958879977464676 (0.1882868856191635) | > loss_disc_real_2: 0.16824032366275787 (0.17686223983764648) | > loss_disc_real_3: 0.17752236127853394 (0.17069720476865768) | > loss_disc_real_4: 0.2263772040605545 (0.2166975885629654) | > loss_disc_real_5: 0.22724899649620056 (0.22551491856575012) | > loss_0: 2.2835474014282227 (2.238661766052246) | > loss_gen: 2.516712188720703 (2.5491985082626343) | > loss_kl: 1.9834704399108887 (2.113110065460205) | > loss_feat: 8.446338653564453 (8.557161331176758) | > loss_mel: 13.633623123168945 (13.903695106506348) | > loss_duration: 1.9224714040756226 (1.8911845088005066) | > loss_1: 28.50261688232422 (29.014349937438965)  --> STEP: 3 | > loss_disc: 2.383604049682617 (2.286975860595703) | > loss_disc_real_0: 0.1788249909877777 (0.16942980885505676) | > loss_disc_real_1: 0.20482130348682404 (0.193798358241717) | > loss_disc_real_2: 0.21613098680973053 (0.1899518221616745) | > loss_disc_real_3: 0.1818367838859558 (0.17441039780775705) | > loss_disc_real_4: 0.25802528858184814 (0.23047348856925964) | > loss_disc_real_5: 0.2550013065338135 (0.23534371455510458) | > loss_0: 2.383604049682617 (2.286975860595703) | > loss_gen: 2.5106005668640137 (2.5363325277964273) | > loss_kl: 2.118661880493164 (2.1149606704711914) | > loss_feat: 7.395219802856445 (8.16984748840332) | > loss_mel: 13.193488121032715 (13.666959444681803) | > loss_duration: 1.84153413772583 (1.8746343851089478) | > loss_1: 27.059505462646484 (28.362735112508137)  --> STEP: 4 | > loss_disc: 2.411327838897705 (2.3180638551712036) | > loss_disc_real_0: 0.18769074976444244 (0.17399504408240318) | > loss_disc_real_1: 0.2008194476366043 (0.19555363059043884) | > loss_disc_real_2: 0.1903378814458847 (0.19004833698272705) | > loss_disc_real_3: 0.1822737157344818 (0.17637622728943825) | > loss_disc_real_4: 0.20181959867477417 (0.22331001609563828) | > loss_disc_real_5: 0.3181537091732025 (0.25604621320962906) | > loss_0: 2.411327838897705 (2.3180638551712036) | > loss_gen: 2.4986188411712646 (2.5269041061401367) | > loss_kl: 1.9744633436203003 (2.0798363387584686) | > loss_feat: 7.7357635498046875 (8.061326503753662) | > loss_mel: 13.062749862670898 (13.515907049179077) | > loss_duration: 1.8038583993911743 (1.8569403886795044) | > loss_1: 27.07545280456543 (28.04091453552246) --> EVAL PERFORMANCE | > avg_loader_time: 0.3242092728614807 (-0.0034657716751098633) | > avg_loss_disc: 2.3180638551712036 (-0.02630138397216797) | > avg_loss_disc_real_0: 0.17399504408240318 (+0.05032134801149368) | > avg_loss_disc_real_1: 0.19555363059043884 (+0.03673657402396202) | > avg_loss_disc_real_2: 0.19004833698272705 (-0.02342735230922699) | > avg_loss_disc_real_3: 0.17637622728943825 (-0.06702890247106552) | > avg_loss_disc_real_4: 0.22331001609563828 (-0.005336906760931015) | > avg_loss_disc_real_5: 0.25604621320962906 (+0.027166537940502167) | > avg_loss_0: 2.3180638551712036 (-0.02630138397216797) | > avg_loss_gen: 2.5269041061401367 (+0.04054141044616699) | > avg_loss_kl: 2.0798363387584686 (+0.0956769585609436) | > avg_loss_feat: 8.061326503753662 (-0.11721467971801758) | > avg_loss_mel: 13.515907049179077 (+0.1005251407623291) | > avg_loss_duration: 1.8569403886795044 (+0.009950071573257446) | > avg_loss_1: 28.04091453552246 (+0.12947940826416016)  > EPOCH: 545/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 14:04:58)   --> TIME: 2025-05-12 14:05:10 -- STEP: 12/725 -- GLOBAL_STEP: 441000 | > loss_disc: 2.0813722610473633 (2.2206791043281555) | > loss_disc_real_0: 0.0880410298705101 (0.13298267560700575) | > loss_disc_real_1: 0.1973273605108261 (0.19439299777150154) | > loss_disc_real_2: 0.20908769965171814 (0.18994619573156038) | > loss_disc_real_3: 0.15588831901550293 (0.20815972735484442) | > loss_disc_real_4: 0.1635146290063858 (0.19247826809684435) | > loss_disc_real_5: 0.1642642319202423 (0.21220524857441583) | > loss_0: 2.0813722610473633 (2.2206791043281555) | > grad_norm_0: tensor(33.2478, device='cuda:0') (tensor(28.3353, device='cuda:0')) | > loss_gen: 2.986959218978882 (2.7799365123113) | > loss_kl: 1.8843212127685547 (1.7586899896462758) | > loss_feat: 9.858989715576172 (8.457555890083313) | > loss_mel: 15.204160690307617 (12.983602603276571) | > loss_duration: 1.6689691543579102 (1.6573570370674133) | > amp_scaler: 256.0 (256.0) | > loss_1: 31.60340118408203 (27.637142022450764) | > grad_norm_1: tensor(585.6598, device='cuda:0') (tensor(504.7074, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.874 (0.8460005720456442) | > loader_time: 0.0115 (0.012830257415771484) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_441000.pth  --> TIME: 2025-05-12 14:05:57 -- STEP: 62/725 -- GLOBAL_STEP: 441050 | > loss_disc: 2.1988048553466797 (2.196443453911812) | > loss_disc_real_0: 0.11222466826438904 (0.13575813138196546) | > loss_disc_real_1: 0.22647534310817719 (0.1909372602258959) | > loss_disc_real_2: 0.19062088429927826 (0.18816751818503102) | > loss_disc_real_3: 0.1850491464138031 (0.20458289908785973) | > loss_disc_real_4: 0.18774810433387756 (0.19326971062729437) | > loss_disc_real_5: 0.1902313381433487 (0.20794260766237013) | > loss_0: 2.1988048553466797 (2.196443453911812) | > grad_norm_0: tensor(22.4560, device='cuda:0') (tensor(25.1913, device='cuda:0')) | > loss_gen: 2.66795015335083 (2.764635858997222) | > loss_kl: 1.564555287361145 (1.7370155530591165) | > loss_feat: 8.567935943603516 (8.369445723872028) | > loss_mel: 13.477560997009277 (12.89602428866971) | > loss_duration: 1.6980278491973877 (1.6561687204145616) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.976030349731445 (27.42329019115817) | > grad_norm_1: tensor(531.0388, device='cuda:0') (tensor(420.0153, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8568 (0.8632142005428192) | > loader_time: 0.0124 (0.011602055641912645)  --> TIME: 2025-05-12 14:06:41 -- STEP: 112/725 -- GLOBAL_STEP: 441100 | > loss_disc: 2.2173967361450195 (2.200873693185194) | > loss_disc_real_0: 0.10186892002820969 (0.13401088131857783) | > loss_disc_real_1: 0.20548689365386963 (0.19007179367222957) | > loss_disc_real_2: 0.20571540296077728 (0.1890666644488063) | > loss_disc_real_3: 0.2159205824136734 (0.20569564229143517) | > loss_disc_real_4: 0.18596775829792023 (0.19405244956059112) | > loss_disc_real_5: 0.19707109034061432 (0.2098811725154519) | > loss_0: 2.2173967361450195 (2.200873693185194) | > grad_norm_0: tensor(16.1238, device='cuda:0') (tensor(22.9132, device='cuda:0')) | > loss_gen: 2.7857232093811035 (2.7650783487728665) | > loss_kl: 1.7098249197006226 (1.7346503255622727) | > loss_feat: 8.233782768249512 (8.37058161837714) | > loss_mel: 12.487443923950195 (12.962512740067075) | > loss_duration: 1.66291344165802 (1.6585648975202012) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.879688262939453 (27.49138801438468) | > grad_norm_1: tensor(406.6563, device='cuda:0') (tensor(396.0007, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8504 (0.8638068629162652) | > loader_time: 0.0096 (0.011811690671103343)  --> TIME: 2025-05-12 14:07:25 -- STEP: 162/725 -- GLOBAL_STEP: 441150 | > loss_disc: 2.233602523803711 (2.195548460071472) | > loss_disc_real_0: 0.18051163852214813 (0.1335416119315743) | > loss_disc_real_1: 0.20450033247470856 (0.18998684605330593) | > loss_disc_real_2: 0.19240702688694 (0.18840063105762744) | > loss_disc_real_3: 0.2004973441362381 (0.2052097568909327) | > loss_disc_real_4: 0.18540175259113312 (0.19348536891701784) | > loss_disc_real_5: 0.22843581438064575 (0.20915193690194028) | > loss_0: 2.233602523803711 (2.195548460071472) | > grad_norm_0: tensor(32.2999, device='cuda:0') (tensor(22.4401, device='cuda:0')) | > loss_gen: 2.8224809169769287 (2.7691815473415233) | > loss_kl: 1.7645972967147827 (1.723252373713034) | > loss_feat: 8.029213905334473 (8.41540938836557) | > loss_mel: 12.598575592041016 (12.966166372652413) | > loss_duration: 1.606488823890686 (1.6586523975855039) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.82135772705078 (27.532662097318674) | > grad_norm_1: tensor(475.0446, device='cuda:0') (tensor(387.2135, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8491 (0.8610325992843251) | > loader_time: 0.0101 (0.011662387553556476)  --> TIME: 2025-05-12 14:08:09 -- STEP: 212/725 -- GLOBAL_STEP: 441200 | > loss_disc: 2.2718403339385986 (2.2015501232642087) | > loss_disc_real_0: 0.19150681793689728 (0.13398064426937206) | > loss_disc_real_1: 0.19512690603733063 (0.19042921719967187) | > loss_disc_real_2: 0.20767104625701904 (0.18880549691758072) | > loss_disc_real_3: 0.1960608959197998 (0.2056806725713442) | > loss_disc_real_4: 0.20448268949985504 (0.19401219360670957) | > loss_disc_real_5: 0.20926444232463837 (0.20962854130369316) | > loss_0: 2.2718403339385986 (2.2015501232642087) | > grad_norm_0: tensor(24.7187, device='cuda:0') (tensor(22.2569, device='cuda:0')) | > loss_gen: 2.7296228408813477 (2.76019390686503) | > loss_kl: 1.582992434501648 (1.7223778721296563) | > loss_feat: 7.078038692474365 (8.353003016058004) | > loss_mel: 11.768575668334961 (12.88743721764043) | > loss_duration: 1.6692891120910645 (1.6591080106654257) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.82851791381836 (27.382120033480085) | > grad_norm_1: tensor(92.2707, device='cuda:0') (tensor(380.5801, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8559 (0.8639485791044416) | > loader_time: 0.0097 (0.01147447217185543)  --> TIME: 2025-05-12 14:08:53 -- STEP: 262/725 -- GLOBAL_STEP: 441250 | > loss_disc: 2.2984321117401123 (2.199041573600918) | > loss_disc_real_0: 0.11468550562858582 (0.13391246871297613) | > loss_disc_real_1: 0.18939289450645447 (0.19021697035272608) | > loss_disc_real_2: 0.20246244966983795 (0.18866833384710419) | > loss_disc_real_3: 0.22463373839855194 (0.205396888592771) | > loss_disc_real_4: 0.20024028420448303 (0.19419464190270158) | > loss_disc_real_5: 0.2611829340457916 (0.20937886413272103) | > loss_0: 2.2984321117401123 (2.199041573600918) | > grad_norm_0: tensor(22.1404, device='cuda:0') (tensor(22.2944, device='cuda:0')) | > loss_gen: 2.6092731952667236 (2.765812324203608) | > loss_kl: 1.7783234119415283 (1.721606103518537) | > loss_feat: 7.057826042175293 (8.376191707057806) | > loss_mel: 12.213740348815918 (12.926616453942454) | > loss_duration: 1.659769058227539 (1.6598666628808465) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.318931579589844 (27.45009324022832) | > grad_norm_1: tensor(496.5769, device='cuda:0') (tensor(380.5995, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8826 (0.8621088657670348) | > loader_time: 0.0124 (0.011313425675603277)  --> TIME: 2025-05-12 14:09:36 -- STEP: 312/725 -- GLOBAL_STEP: 441300 | > loss_disc: 2.3104851245880127 (2.2002629477244193) | > loss_disc_real_0: 0.08645714819431305 (0.13401542341288858) | > loss_disc_real_1: 0.1862456500530243 (0.19045233979630163) | > loss_disc_real_2: 0.19867944717407227 (0.18893944319242092) | > loss_disc_real_3: 0.2118256390094757 (0.20520348340654984) | > loss_disc_real_4: 0.17881228029727936 (0.19416569488552893) | > loss_disc_real_5: 0.23839639127254486 (0.20911414959491822) | > loss_0: 2.3104851245880127 (2.2002629477244193) | > grad_norm_0: tensor(40.3690, device='cuda:0') (tensor(22.6205, device='cuda:0')) | > loss_gen: 2.6798810958862305 (2.7674205051018634) | > loss_kl: 1.6627378463745117 (1.7198828015571985) | > loss_feat: 7.340958595275879 (8.360680279059292) | > loss_mel: 12.018778800964355 (12.919760401432331) | > loss_duration: 1.6580621004104614 (1.6589934887030187) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.36042022705078 (27.426737461334614) | > grad_norm_1: tensor(436.9272, device='cuda:0') (tensor(381.5989, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8541 (0.8615464407664075) | > loader_time: 0.0098 (0.011239596666433876)  --> TIME: 2025-05-12 14:10:20 -- STEP: 362/725 -- GLOBAL_STEP: 441350 | > loss_disc: 2.249774932861328 (2.201105319334) | > loss_disc_real_0: 0.21489538252353668 (0.13485165356107834) | > loss_disc_real_1: 0.21681499481201172 (0.19049864587533535) | > loss_disc_real_2: 0.18541869521141052 (0.18901659424792344) | > loss_disc_real_3: 0.23027339577674866 (0.2054381934483407) | > loss_disc_real_4: 0.19469612836837769 (0.1940323371666571) | > loss_disc_real_5: 0.18262015283107758 (0.20878393165973005) | > loss_0: 2.249774932861328 (2.201105319334) | > grad_norm_0: tensor(27.1801, device='cuda:0') (tensor(23.0325, device='cuda:0')) | > loss_gen: 2.8040871620178223 (2.766077462480871) | > loss_kl: 1.8565093278884888 (1.7164866331532516) | > loss_feat: 7.9212822914123535 (8.342883839791659) | > loss_mel: 11.885177612304688 (12.884947726739703) | > loss_duration: 1.6046173572540283 (1.6581429463723747) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.071674346923828 (27.36853858779148) | > grad_norm_1: tensor(315.0370, device='cuda:0') (tensor(378.9756, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8659 (0.861993518982144) | > loader_time: 0.0098 (0.011239057746381396)  --> TIME: 2025-05-12 14:11:04 -- STEP: 412/725 -- GLOBAL_STEP: 441400 | > loss_disc: 2.226200580596924 (2.200432354964102) | > loss_disc_real_0: 0.12395361065864563 (0.13471864570764094) | > loss_disc_real_1: 0.17927034199237823 (0.19030039902161622) | > loss_disc_real_2: 0.16961921751499176 (0.18878905717464334) | > loss_disc_real_3: 0.22715115547180176 (0.2054114190554156) | > loss_disc_real_4: 0.19586165249347687 (0.19413616197201813) | > loss_disc_real_5: 0.18204067647457123 (0.2089415233835433) | > loss_0: 2.226200580596924 (2.200432354964102) | > grad_norm_0: tensor(19.3784, device='cuda:0') (tensor(22.2375, device='cuda:0')) | > loss_gen: 2.579798698425293 (2.7633647901340592) | > loss_kl: 1.685683012008667 (1.7145341189162244) | > loss_feat: 7.674929618835449 (8.342127548838135) | > loss_mel: 11.959464073181152 (12.874389058177911) | > loss_duration: 1.6718720197677612 (1.6586052413704326) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.571746826171875 (27.353020769878494) | > grad_norm_1: tensor(268.8923, device='cuda:0') (tensor(367.1268, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.857 (0.8620144782714471) | > loader_time: 0.0104 (0.01117406308072285)  --> TIME: 2025-05-12 14:11:48 -- STEP: 462/725 -- GLOBAL_STEP: 441450 | > loss_disc: 2.1341140270233154 (2.199370884276056) | > loss_disc_real_0: 0.12365344166755676 (0.13434005820583483) | > loss_disc_real_1: 0.17004287242889404 (0.19022958432183118) | > loss_disc_real_2: 0.192976176738739 (0.18891235299053652) | > loss_disc_real_3: 0.21024799346923828 (0.2051400893500873) | > loss_disc_real_4: 0.20324203372001648 (0.19385829974304547) | > loss_disc_real_5: 0.21151433885097504 (0.2093376577610061) | > loss_0: 2.1341140270233154 (2.199370884276056) | > grad_norm_0: tensor(14.4820, device='cuda:0') (tensor(21.9725, device='cuda:0')) | > loss_gen: 2.8725876808166504 (2.764637355680589) | > loss_kl: 1.7486813068389893 (1.7130244549734768) | > loss_feat: 8.47417163848877 (8.33888562210712) | > loss_mel: 13.911450386047363 (12.87228690390979) | > loss_duration: 1.6922556161880493 (1.658300457320688) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.699146270751953 (27.347134784186554) | > grad_norm_1: tensor(231.9039, device='cuda:0') (tensor(363.7828, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8065 (0.8615366710728894) | > loader_time: 0.0123 (0.011203459330967499)  --> TIME: 2025-05-12 14:12:31 -- STEP: 512/725 -- GLOBAL_STEP: 441500 | > loss_disc: 2.114976644515991 (2.200559410266578) | > loss_disc_real_0: 0.12056807428598404 (0.13446582140750268) | > loss_disc_real_1: 0.16211971640586853 (0.19008049953845327) | > loss_disc_real_2: 0.18780921399593353 (0.18937905773054814) | > loss_disc_real_3: 0.1825539767742157 (0.20492171819205396) | > loss_disc_real_4: 0.17213423550128937 (0.19403704316937365) | > loss_disc_real_5: 0.18774889409542084 (0.20942577504320067) | > loss_0: 2.114976644515991 (2.200559410266578) | > grad_norm_0: tensor(11.0209, device='cuda:0') (tensor(21.7973, device='cuda:0')) | > loss_gen: 2.925110101699829 (2.763842812739312) | > loss_kl: 1.8946855068206787 (1.715381023241207) | > loss_feat: 10.094172477722168 (8.330529724247764) | > loss_mel: 13.970449447631836 (12.87359307333827) | > loss_duration: 1.6095885038375854 (1.658785309176892) | > amp_scaler: 256.0 (256.0) | > loss_1: 30.494007110595703 (27.34213192015886) | > grad_norm_1: tensor(345.1563, device='cuda:0') (tensor(362.4247, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8462 (0.8607042022049425) | > loader_time: 0.0112 (0.011138259898871187)  --> TIME: 2025-05-12 14:13:15 -- STEP: 562/725 -- GLOBAL_STEP: 441550 | > loss_disc: 2.0798888206481934 (2.1990260220931512) | > loss_disc_real_0: 0.1114511787891388 (0.1342733659619116) | > loss_disc_real_1: 0.17651665210723877 (0.18983754627008875) | > loss_disc_real_2: 0.19052919745445251 (0.1892834332808057) | > loss_disc_real_3: 0.18837255239486694 (0.20494823762318418) | > loss_disc_real_4: 0.19632314145565033 (0.1940388322353787) | > loss_disc_real_5: 0.18656118214130402 (0.20944877687404156) | > loss_0: 2.0798888206481934 (2.1990260220931512) | > grad_norm_0: tensor(13.5078, device='cuda:0') (tensor(22.3199, device='cuda:0')) | > loss_gen: 3.0122857093811035 (2.7693313020828363) | > loss_kl: 1.5589303970336914 (1.718624516526151) | > loss_feat: 9.279272079467773 (8.346091920370744) | > loss_mel: 13.307121276855469 (12.890173694841376) | > loss_duration: 1.6455410718917847 (1.658591869887084) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.803150177001953 (27.382813290769096) | > grad_norm_1: tensor(239.0126, device='cuda:0') (tensor(367.5379, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.9014 (0.8611644451304261) | > loader_time: 0.0111 (0.011105637957617062)  --> TIME: 2025-05-12 14:13:59 -- STEP: 612/725 -- GLOBAL_STEP: 441600 | > loss_disc: 2.368131637573242 (2.1995654421694146) | > loss_disc_real_0: 0.13451866805553436 (0.13455217353561366) | > loss_disc_real_1: 0.2096923291683197 (0.18993089128943047) | > loss_disc_real_2: 0.2175963819026947 (0.18927620587493085) | > loss_disc_real_3: 0.2045605182647705 (0.20504172207191101) | > loss_disc_real_4: 0.2147984504699707 (0.19394562498124598) | > loss_disc_real_5: 0.2415783852338791 (0.2095755569977697) | > loss_0: 2.368131637573242 (2.1995654421694146) | > grad_norm_0: tensor(26.8294, device='cuda:0') (tensor(22.5492, device='cuda:0')) | > loss_gen: 2.4437460899353027 (2.7703933205479894) | > loss_kl: 1.6137503385543823 (1.7194154500182157) | > loss_feat: 6.569676399230957 (8.348069883639525) | > loss_mel: 10.575221061706543 (12.899917169334062) | > loss_duration: 1.589827537536621 (1.6580041654748858) | > amp_scaler: 256.0 (256.0) | > loss_1: 22.792221069335938 (27.395799964082006) | > grad_norm_1: tensor(435.2992, device='cuda:0') (tensor(368.9576, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8333 (0.8610484093622442) | > loader_time: 0.009 (0.011067298892276737)  --> TIME: 2025-05-12 14:14:43 -- STEP: 662/725 -- GLOBAL_STEP: 441650 | > loss_disc: 2.320307970046997 (2.2005504427359552) | > loss_disc_real_0: 0.14594075083732605 (0.13451107734324724) | > loss_disc_real_1: 0.18362760543823242 (0.19004654186549863) | > loss_disc_real_2: 0.19007135927677155 (0.18927172742491416) | > loss_disc_real_3: 0.20038865506649017 (0.20509639598451712) | > loss_disc_real_4: 0.18059484660625458 (0.19382725635774187) | > loss_disc_real_5: 0.21333535015583038 (0.2097626665882833) | > loss_0: 2.320307970046997 (2.2005504427359552) | > grad_norm_0: tensor(17.0975, device='cuda:0') (tensor(22.2221, device='cuda:0')) | > loss_gen: 2.500077962875366 (2.768319116618338) | > loss_kl: 1.813126802444458 (1.718702406141333) | > loss_feat: 6.997460842132568 (8.33998822877776) | > loss_mel: 10.970059394836426 (12.887952961590354) | > loss_duration: 1.6831035614013672 (1.6584934214090656) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.963829040527344 (27.373456099242244) | > grad_norm_1: tensor(392.4511, device='cuda:0') (tensor(364.1754, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8698 (0.8605549767658428) | > loader_time: 0.013 (0.010989279185176967)  --> TIME: 2025-05-12 14:15:26 -- STEP: 712/725 -- GLOBAL_STEP: 441700 | > loss_disc: 2.249006748199463 (2.2005154410105066) | > loss_disc_real_0: 0.14189736545085907 (0.13439447793774756) | > loss_disc_real_1: 0.2028089016675949 (0.19012494581971276) | > loss_disc_real_2: 0.19468842446804047 (0.1893436223938225) | > loss_disc_real_3: 0.21443836390972137 (0.2050719614234868) | > loss_disc_real_4: 0.21796150505542755 (0.19383979751990082) | > loss_disc_real_5: 0.2526261806488037 (0.2098050028336851) | > loss_0: 2.249006748199463 (2.2005154410105066) | > grad_norm_0: tensor(16.8414, device='cuda:0') (tensor(22.1103, device='cuda:0')) | > loss_gen: 2.676121473312378 (2.766678430056303) | > loss_kl: 1.8911813497543335 (1.7194689195812418) | > loss_feat: 7.330108642578125 (8.33115059137346) | > loss_mel: 12.223074913024902 (12.879039404097568) | > loss_duration: 1.6547049283981323 (1.658146517665199) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.775190353393555 (27.35448382141885) | > grad_norm_1: tensor(434.6001, device='cuda:0') (tensor(361.6447, device='cuda:0')) | > current_lr_0: 0.00018682794411697493 | > current_lr_1: 0.00018682794411697493 | > step_time: 0.8325 (0.8606945359974764) | > loader_time: 0.01 (0.010939696866474787)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.280473232269287 (2.280473232269287) | > loss_disc_real_0: 0.19519378244876862 (0.19519378244876862) | > loss_disc_real_1: 0.1894148737192154 (0.1894148737192154) | > loss_disc_real_2: 0.19027018547058105 (0.19027018547058105) | > loss_disc_real_3: 0.1980525106191635 (0.1980525106191635) | > loss_disc_real_4: 0.20571672916412354 (0.20571672916412354) | > loss_disc_real_5: 0.22582592070102692 (0.22582592070102692) | > loss_0: 2.280473232269287 (2.280473232269287) | > loss_gen: 2.7943227291107178 (2.7943227291107178) | > loss_kl: 2.1429333686828613 (2.1429333686828613) | > loss_feat: 9.327753067016602 (9.327753067016602) | > loss_mel: 14.030597686767578 (14.030597686767578) | > loss_duration: 1.751328468322754 (1.751328468322754) | > loss_1: 30.04693603515625 (30.04693603515625)  --> STEP: 1 | > loss_disc: 2.3505120277404785 (2.3505120277404785) | > loss_disc_real_0: 0.20216284692287445 (0.20216284692287445) | > loss_disc_real_1: 0.17321893572807312 (0.17321893572807312) | > loss_disc_real_2: 0.1910487860441208 (0.1910487860441208) | > loss_disc_real_3: 0.21994489431381226 (0.21994489431381226) | > loss_disc_real_4: 0.21549977362155914 (0.21549977362155914) | > loss_disc_real_5: 0.24881230294704437 (0.24881230294704437) | > loss_0: 2.3505120277404785 (2.3505120277404785) | > loss_gen: 2.6423285007476807 (2.6423285007476807) | > loss_kl: 2.221419334411621 (2.221419334411621) | > loss_feat: 8.359660148620605 (8.359660148620605) | > loss_mel: 13.385725975036621 (13.385725975036621) | > loss_duration: 1.8733590841293335 (1.8733590841293335) | > loss_1: 28.482492446899414 (28.482492446899414)  --> STEP: 2 | > loss_disc: 2.30216121673584 (2.326336622238159) | > loss_disc_real_0: 0.19687519967556 (0.19951902329921722) | > loss_disc_real_1: 0.19187387824058533 (0.18254640698432922) | > loss_disc_real_2: 0.2119852900505066 (0.2015170380473137) | > loss_disc_real_3: 0.19270630180835724 (0.20632559806108475) | > loss_disc_real_4: 0.194509819149971 (0.20500479638576508) | > loss_disc_real_5: 0.2367980182170868 (0.24280516058206558) | > loss_0: 2.30216121673584 (2.326336622238159) | > loss_gen: 2.6190338134765625 (2.6306811571121216) | > loss_kl: 2.1306560039520264 (2.1760376691818237) | > loss_feat: 7.043147563934326 (7.701403856277466) | > loss_mel: 11.876507759094238 (12.63111686706543) | > loss_duration: 1.8892743587493896 (1.8813167214393616) | > loss_1: 25.55862045288086 (27.020556449890137)  --> STEP: 3 | > loss_disc: 2.2669577598571777 (2.3065436681111655) | > loss_disc_real_0: 0.1875913441181183 (0.19554313023885092) | > loss_disc_real_1: 0.1971524953842163 (0.1874151031176249) | > loss_disc_real_2: 0.18937592208385468 (0.19746999939282736) | > loss_disc_real_3: 0.19745633006095886 (0.20336917539437613) | > loss_disc_real_4: 0.22412705421447754 (0.21137888232866922) | > loss_disc_real_5: 0.21353396773338318 (0.23304809629917145) | > loss_0: 2.2669577598571777 (2.3065436681111655) | > loss_gen: 2.6527888774871826 (2.638050397237142) | > loss_kl: 1.9933650493621826 (2.11514679590861) | > loss_feat: 7.132511138916016 (7.5117729504903155) | > loss_mel: 12.39459228515625 (12.55227533976237) | > loss_duration: 1.8448536396026611 (1.8691623608271282) | > loss_1: 26.018112182617188 (26.686408360799152)  --> STEP: 4 | > loss_disc: 2.2969796657562256 (2.3041526675224304) | > loss_disc_real_0: 0.16682536900043488 (0.1883636899292469) | > loss_disc_real_1: 0.19381928443908691 (0.18901614844799042) | > loss_disc_real_2: 0.16744308173656464 (0.18996326997876167) | > loss_disc_real_3: 0.18548502027988434 (0.19889813661575317) | > loss_disc_real_4: 0.22436317801475525 (0.21462495625019073) | > loss_disc_real_5: 0.2939254939556122 (0.24826744571328163) | > loss_0: 2.2969796657562256 (2.3041526675224304) | > loss_gen: 2.6792526245117188 (2.648350954055786) | > loss_kl: 1.8889391422271729 (2.0585948824882507) | > loss_feat: 8.009586334228516 (7.636226296424866) | > loss_mel: 12.707441329956055 (12.591066837310791) | > loss_duration: 1.7706453800201416 (1.8445331156253815) | > loss_1: 27.055864334106445 (26.778772354125977) --> EVAL PERFORMANCE | > avg_loader_time: 0.33478111028671265 (+0.010571837425231934) | > avg_loss_disc: 2.3041526675224304 (-0.013911187648773193) | > avg_loss_disc_real_0: 0.1883636899292469 (+0.01436864584684372) | > avg_loss_disc_real_1: 0.18901614844799042 (-0.006537482142448425) | > avg_loss_disc_real_2: 0.18996326997876167 (-8.506700396537781e-05) | > avg_loss_disc_real_3: 0.19889813661575317 (+0.022521909326314926) | > avg_loss_disc_real_4: 0.21462495625019073 (-0.00868505984544754) | > avg_loss_disc_real_5: 0.24826744571328163 (-0.007778767496347427) | > avg_loss_0: 2.3041526675224304 (-0.013911187648773193) | > avg_loss_gen: 2.648350954055786 (+0.12144684791564941) | > avg_loss_kl: 2.0585948824882507 (-0.021241456270217896) | > avg_loss_feat: 7.636226296424866 (-0.4251002073287964) | > avg_loss_mel: 12.591066837310791 (-0.9248402118682861) | > avg_loss_duration: 1.8445331156253815 (-0.012407273054122925) | > avg_loss_1: 26.778772354125977 (-1.2621421813964844)  > EPOCH: 546/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 14:15:44)   --> TIME: 2025-05-12 14:16:19 -- STEP: 37/725 -- GLOBAL_STEP: 441750 | > loss_disc: 2.1699955463409424 (2.208513343656385) | > loss_disc_real_0: 0.11185748130083084 (0.133302325533854) | > loss_disc_real_1: 0.18732161819934845 (0.192758699929392) | > loss_disc_real_2: 0.161417156457901 (0.18763655826852127) | > loss_disc_real_3: 0.18356789648532867 (0.20441768459371618) | > loss_disc_real_4: 0.17931169271469116 (0.19575240040147626) | > loss_disc_real_5: 0.1765364408493042 (0.2108855646204304) | > loss_0: 2.1699955463409424 (2.208513343656385) | > grad_norm_0: tensor(12.7681, device='cuda:0') (tensor(22.6968, device='cuda:0')) | > loss_gen: 2.9009125232696533 (2.781780242919922) | > loss_kl: 1.822429895401001 (1.7551827011881649) | > loss_feat: 8.947101593017578 (8.34706077060184) | > loss_mel: 12.59919548034668 (12.912999333562079) | > loss_duration: 1.6544619798660278 (1.6567193559698157) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.924102783203125 (27.453742568557328) | > grad_norm_1: tensor(280.4384, device='cuda:0') (tensor(402.7317, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8592 (0.8676078383987015) | > loader_time: 0.0126 (0.01146600053117082)  --> TIME: 2025-05-12 14:17:03 -- STEP: 87/725 -- GLOBAL_STEP: 441800 | > loss_disc: 2.2456324100494385 (2.1936995489843976) | > loss_disc_real_0: 0.10281819850206375 (0.1311436224429086) | > loss_disc_real_1: 0.18739444017410278 (0.19024047032855018) | > loss_disc_real_2: 0.19988203048706055 (0.1873878290255864) | > loss_disc_real_3: 0.19398163259029388 (0.2060065846676114) | > loss_disc_real_4: 0.19085873663425446 (0.19399307394164733) | > loss_disc_real_5: 0.2214493751525879 (0.20826795440295648) | > loss_0: 2.2456324100494385 (2.1936995489843976) | > grad_norm_0: tensor(17.2568, device='cuda:0') (tensor(22.5541, device='cuda:0')) | > loss_gen: 2.6264090538024902 (2.790938634982055) | > loss_kl: 1.643680214881897 (1.7465172334649097) | > loss_feat: 7.56915807723999 (8.490265627016962) | > loss_mel: 12.191351890563965 (13.095197370682639) | > loss_duration: 1.644787073135376 (1.6568537292809322) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.675386428833008 (27.779772572133734) | > grad_norm_1: tensor(442.1366, device='cuda:0') (tensor(391.6143, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8437 (0.8678099396585048) | > loader_time: 0.0096 (0.011174974770381534)  --> TIME: 2025-05-12 14:17:47 -- STEP: 137/725 -- GLOBAL_STEP: 441850 | > loss_disc: 2.1581292152404785 (2.191766843308499) | > loss_disc_real_0: 0.10627711564302444 (0.13127279955975327) | > loss_disc_real_1: 0.21483896672725677 (0.19029398480035964) | > loss_disc_real_2: 0.1756802797317505 (0.18618585952442054) | > loss_disc_real_3: 0.20808756351470947 (0.2055443864669243) | > loss_disc_real_4: 0.1942666918039322 (0.19398952977065623) | > loss_disc_real_5: 0.2150202989578247 (0.2090049305536451) | > loss_0: 2.1581292152404785 (2.191766843308499) | > grad_norm_0: tensor(14.5201, device='cuda:0') (tensor(22.1525, device='cuda:0')) | > loss_gen: 2.956782579421997 (2.792790073547921) | > loss_kl: 1.9017475843429565 (1.7344422966894442) | > loss_feat: 9.462560653686523 (8.513672000300268) | > loss_mel: 12.938553810119629 (13.072491764152138) | > loss_duration: 1.634958267211914 (1.6571014536558277) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.894603729248047 (27.77049749611068) | > grad_norm_1: tensor(393.4948, device='cuda:0') (tensor(382.9485, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8293 (0.8661136505377554) | > loader_time: 0.0115 (0.011053005274194871)  --> TIME: 2025-05-12 14:18:32 -- STEP: 187/725 -- GLOBAL_STEP: 441900 | > loss_disc: 2.2226531505584717 (2.1879599821121305) | > loss_disc_real_0: 0.13053573668003082 (0.13169906443771823) | > loss_disc_real_1: 0.1926569640636444 (0.19104360067908135) | > loss_disc_real_2: 0.22888673841953278 (0.18663062298680363) | > loss_disc_real_3: 0.19176675379276276 (0.20461741695429553) | > loss_disc_real_4: 0.19580745697021484 (0.19317500667776008) | > loss_disc_real_5: 0.1984015256166458 (0.20791046401077412) | > loss_0: 2.2226531505584717 (2.1879599821121305) | > grad_norm_0: tensor(25.7071, device='cuda:0') (tensor(22.4740, device='cuda:0')) | > loss_gen: 2.6389265060424805 (2.7956665276206114) | > loss_kl: 1.7304826974868774 (1.727612154369048) | > loss_feat: 7.75606632232666 (8.517846400725) | > loss_mel: 11.615174293518066 (13.103558234352482) | > loss_duration: 1.6655422449111938 (1.658733237873424) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.406192779541016 (27.803416430631422) | > grad_norm_1: tensor(601.6570, device='cuda:0') (tensor(382.4945, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.881 (0.8695198813861704) | > loader_time: 0.0107 (0.010985999183858782)  --> TIME: 2025-05-12 14:19:16 -- STEP: 237/725 -- GLOBAL_STEP: 441950 | > loss_disc: 2.133363723754883 (2.1937519417533387) | > loss_disc_real_0: 0.12339053303003311 (0.13240817978286543) | > loss_disc_real_1: 0.19345392286777496 (0.191582170845587) | > loss_disc_real_2: 0.1837792694568634 (0.18787696146512328) | > loss_disc_real_3: 0.21906650066375732 (0.20495595610091455) | > loss_disc_real_4: 0.1939280778169632 (0.19339382497570176) | > loss_disc_real_5: 0.18173497915267944 (0.20821085565955327) | > loss_0: 2.133363723754883 (2.1937519417533387) | > grad_norm_0: tensor(21.9459, device='cuda:0') (tensor(21.9623, device='cuda:0')) | > loss_gen: 2.8420045375823975 (2.7895132046711595) | > loss_kl: 1.9856010675430298 (1.7241817984399914) | > loss_feat: 9.030715942382812 (8.465265342454863) | > loss_mel: 13.804142951965332 (13.03705185676929) | > loss_duration: 1.6359577178955078 (1.6588931621881478) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.298423767089844 (27.674905326296006) | > grad_norm_1: tensor(184.7798, device='cuda:0') (tensor(374.3281, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8149 (0.8688098458801141) | > loader_time: 0.0101 (0.010845851294602022)  --> TIME: 2025-05-12 14:20:00 -- STEP: 287/725 -- GLOBAL_STEP: 442000 | > loss_disc: 2.2965691089630127 (2.1953961001871356) | > loss_disc_real_0: 0.1964644491672516 (0.13348094706232122) | > loss_disc_real_1: 0.21437202394008636 (0.19156038231550607) | > loss_disc_real_2: 0.20003661513328552 (0.18801277953780898) | > loss_disc_real_3: 0.2126617133617401 (0.20471728398409456) | > loss_disc_real_4: 0.21284401416778564 (0.19274841939530715) | > loss_disc_real_5: 0.1899820864200592 (0.20861497708313972) | > loss_0: 2.2965691089630127 (2.1953961001871356) | > grad_norm_0: tensor(25.0787, device='cuda:0') (tensor(21.1096, device='cuda:0')) | > loss_gen: 2.6262450218200684 (2.7777286572738813) | > loss_kl: 1.6433566808700562 (1.7203623858063057) | > loss_feat: 7.0042924880981445 (8.40550395088328) | > loss_mel: 11.920805931091309 (12.984697547939186) | > loss_duration: 1.6629290580749512 (1.6585652620534859) | > amp_scaler: 256.0 (256.0) | > loss_1: 24.857629776000977 (27.54685779398742) | > grad_norm_1: tensor(251.4292, device='cuda:0') (tensor(348.8254, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8386 (0.8677895143887723) | > loader_time: 0.0103 (0.010819467517972407) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_442000.pth  --> TIME: 2025-05-12 14:20:46 -- STEP: 337/725 -- GLOBAL_STEP: 442050 | > loss_disc: 2.111267566680908 (2.1993516142361247) | > loss_disc_real_0: 0.1448735147714615 (0.13433223111604725) | > loss_disc_real_1: 0.19856125116348267 (0.1913698362932715) | > loss_disc_real_2: 0.19168829917907715 (0.1880412008447534) | > loss_disc_real_3: 0.1778264343738556 (0.20503045844041268) | > loss_disc_real_4: 0.1820046752691269 (0.19355633585141732) | > loss_disc_real_5: 0.2124413400888443 (0.20926668740344684) | > loss_0: 2.111267566680908 (2.1993516142361247) | > grad_norm_0: tensor(15.0026, device='cuda:0') (tensor(20.8817, device='cuda:0')) | > loss_gen: 2.9219300746917725 (2.7719074533671937) | > loss_kl: 1.7017638683319092 (1.7184904651047566) | > loss_feat: 8.805140495300293 (8.382633304029962) | > loss_mel: 13.749380111694336 (12.965428533469186) | > loss_duration: 1.6477007865905762 (1.6576137305720977) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.825916290283203 (27.49607349361793) | > grad_norm_1: tensor(74.2906, device='cuda:0') (tensor(339.8504, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8868 (0.8660711853016024) | > loader_time: 0.0128 (0.010801669044381438)  --> TIME: 2025-05-12 14:21:30 -- STEP: 387/725 -- GLOBAL_STEP: 442100 | > loss_disc: 2.2303667068481445 (2.2014385754439885) | > loss_disc_real_0: 0.10594047605991364 (0.1348941725623392) | > loss_disc_real_1: 0.1847034990787506 (0.19115671835050413) | > loss_disc_real_2: 0.1883918195962906 (0.18814125491513145) | > loss_disc_real_3: 0.2527417540550232 (0.2052038155245842) | > loss_disc_real_4: 0.19485431909561157 (0.19358509609557542) | > loss_disc_real_5: 0.22045955061912537 (0.20970612883721826) | > loss_0: 2.2303667068481445 (2.2014385754439885) | > grad_norm_0: tensor(24.9039, device='cuda:0') (tensor(20.7064, device='cuda:0')) | > loss_gen: 2.768742799758911 (2.7680878097080734) | > loss_kl: 1.5376957654953003 (1.7147591991942055) | > loss_feat: 8.387660026550293 (8.356232474324619) | > loss_mel: 13.865713119506836 (12.940867934116103) | > loss_duration: 1.7468369007110596 (1.6580160150848309) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.306650161743164 (27.437963446289377) | > grad_norm_1: tensor(506.6421, device='cuda:0') (tensor(336.9993, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8802 (0.8650766312305933) | > loader_time: 0.0107 (0.010784523739679232)  --> TIME: 2025-05-12 14:22:13 -- STEP: 437/725 -- GLOBAL_STEP: 442150 | > loss_disc: 2.1700079441070557 (2.201472481000888) | > loss_disc_real_0: 0.14080649614334106 (0.1346610419844325) | > loss_disc_real_1: 0.1606951504945755 (0.1909779111430629) | > loss_disc_real_2: 0.17339375615119934 (0.18817739659234098) | > loss_disc_real_3: 0.19489403069019318 (0.20515802959555612) | > loss_disc_real_4: 0.19382217526435852 (0.19357727225912508) | > loss_disc_real_5: 0.21962516009807587 (0.20982475121861463) | > loss_0: 2.1700079441070557 (2.201472481000888) | > grad_norm_0: tensor(12.0175, device='cuda:0') (tensor(20.6588, device='cuda:0')) | > loss_gen: 2.7989885807037354 (2.766554697154587) | > loss_kl: 1.7985798120498657 (1.7141612410818137) | > loss_feat: 8.265178680419922 (8.33448273966459) | > loss_mel: 13.024971961975098 (12.909897610033681) | > loss_duration: 1.6151511669158936 (1.6576755158688439) | > amp_scaler: 256.0 (256.0) | > loss_1: 27.50286865234375 (27.38277180407631) | > grad_norm_1: tensor(131.5259, device='cuda:0') (tensor(337.4200, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.899 (0.8643026422854146) | > loader_time: 0.0121 (0.010766326699158701)  --> TIME: 2025-05-12 14:22:57 -- STEP: 487/725 -- GLOBAL_STEP: 442200 | > loss_disc: 2.113502264022827 (2.2015229583520908) | > loss_disc_real_0: 0.09814766049385071 (0.13478937211161507) | > loss_disc_real_1: 0.16967034339904785 (0.19068245176661924) | > loss_disc_real_2: 0.19907589256763458 (0.18816143087660261) | > loss_disc_real_3: 0.20304559171199799 (0.2051859726896031) | > loss_disc_real_4: 0.17213034629821777 (0.19362289255037435) | > loss_disc_real_5: 0.18133993446826935 (0.2098654725223596) | > loss_0: 2.113502264022827 (2.2015229583520908) | > grad_norm_0: tensor(11.4117, device='cuda:0') (tensor(20.7918, device='cuda:0')) | > loss_gen: 2.6858088970184326 (2.766033106026462) | > loss_kl: 1.7550123929977417 (1.7114936960306497) | > loss_feat: 9.025518417358398 (8.33093752851232) | > loss_mel: 13.669617652893066 (12.915816841673806) | > loss_duration: 1.638272762298584 (1.6582607121438215) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.77423095703125 (27.382541856237015) | > grad_norm_1: tensor(418.4017, device='cuda:0') (tensor(339.8956, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8858 (0.8643125846400643) | > loader_time: 0.0105 (0.010802688539884916)  --> TIME: 2025-05-12 14:23:41 -- STEP: 537/725 -- GLOBAL_STEP: 442250 | > loss_disc: 2.3008508682250977 (2.2006855601482993) | > loss_disc_real_0: 0.15462899208068848 (0.13443733755936155) | > loss_disc_real_1: 0.20850135385990143 (0.1905340580911388) | > loss_disc_real_2: 0.19736114144325256 (0.18801274046551583) | > loss_disc_real_3: 0.2350987046957016 (0.20514769707867103) | > loss_disc_real_4: 0.21858787536621094 (0.19369694829209105) | > loss_disc_real_5: 0.21996809542179108 (0.2098297661298702) | > loss_0: 2.3008508682250977 (2.2006855601482993) | > grad_norm_0: tensor(7.0668, device='cuda:0') (tensor(20.6200, device='cuda:0')) | > loss_gen: 2.636016607284546 (2.764705816016738) | > loss_kl: 1.6645523309707642 (1.7080045501169094) | > loss_feat: 6.739872455596924 (8.329948067443112) | > loss_mel: 10.947505950927734 (12.905742934740237) | > loss_duration: 1.6682714223861694 (1.6588262814605261) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.656219482421875 (27.367227618254766) | > grad_norm_1: tensor(143.6369, device='cuda:0') (tensor(335.7144, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8436 (0.8641720128902954) | > loader_time: 0.0106 (0.010846492298488518)  --> TIME: 2025-05-12 14:24:25 -- STEP: 587/725 -- GLOBAL_STEP: 442300 | > loss_disc: 2.1771459579467773 (2.201201375948307) | > loss_disc_real_0: 0.11527225375175476 (0.13424636695210315) | > loss_disc_real_1: 0.18276390433311462 (0.1906869428984351) | > loss_disc_real_2: 0.18428079783916473 (0.18813771255682438) | > loss_disc_real_3: 0.19719144701957703 (0.20521234102813699) | > loss_disc_real_4: 0.18489007651805878 (0.1938709619453452) | > loss_disc_real_5: 0.21200011670589447 (0.20985725260572902) | > loss_0: 2.1771459579467773 (2.201201375948307) | > grad_norm_0: tensor(19.9168, device='cuda:0') (tensor(20.5692, device='cuda:0')) | > loss_gen: 2.8050014972686768 (2.7642395041464125) | > loss_kl: 1.7098480463027954 (1.707361626665677) | > loss_feat: 8.735485076904297 (8.320337819484472) | > loss_mel: 13.49143123626709 (12.891229558031647) | > loss_duration: 1.6424822807312012 (1.658395940441086) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.384248733520508 (27.341564422165522) | > grad_norm_1: tensor(462.8768, device='cuda:0') (tensor(336.1444, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8948 (0.8642870604078047) | > loader_time: 0.0113 (0.010904592387314756)  --> TIME: 2025-05-12 14:25:10 -- STEP: 637/725 -- GLOBAL_STEP: 442350 | > loss_disc: 2.128599166870117 (2.200529516959677) | > loss_disc_real_0: 0.11082515865564346 (0.1339223187305674) | > loss_disc_real_1: 0.2088109254837036 (0.19067806562224593) | > loss_disc_real_2: 0.142495259642601 (0.18828842769050905) | > loss_disc_real_3: 0.1983075588941574 (0.20520005383334292) | > loss_disc_real_4: 0.19732409715652466 (0.19382123658477404) | > loss_disc_real_5: 0.1911446452140808 (0.209519008124829) | > loss_0: 2.128599166870117 (2.200529516959677) | > grad_norm_0: tensor(26.9826, device='cuda:0') (tensor(20.6963, device='cuda:0')) | > loss_gen: 3.032668352127075 (2.766440002659987) | > loss_kl: 1.7376669645309448 (1.7075283577902534) | > loss_feat: 9.833449363708496 (8.333679682044437) | > loss_mel: 13.611703872680664 (12.900413055060609) | > loss_duration: 1.632040023803711 (1.6587272079623476) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.8475284576416 (27.366788295224847) | > grad_norm_1: tensor(437.8963, device='cuda:0') (tensor(337.3169, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8558 (0.8657101544330787) | > loader_time: 0.0132 (0.010989346721295846)  --> TIME: 2025-05-12 14:25:54 -- STEP: 687/725 -- GLOBAL_STEP: 442400 | > loss_disc: 2.1299097537994385 (2.201510826052535) | > loss_disc_real_0: 0.13880173861980438 (0.13442811844911096) | > loss_disc_real_1: 0.1812054067850113 (0.19072717330601546) | > loss_disc_real_2: 0.16357657313346863 (0.18840065834910943) | > loss_disc_real_3: 0.19951263070106506 (0.20534448382028475) | > loss_disc_real_4: 0.18286600708961487 (0.19390743949180755) | > loss_disc_real_5: 0.1998434066772461 (0.20945619877422386) | > loss_0: 2.1299097537994385 (2.201510826052535) | > grad_norm_0: tensor(24.1114, device='cuda:0') (tensor(20.7091, device='cuda:0')) | > loss_gen: 2.70569109916687 (2.7653891734854783) | > loss_kl: 1.8576287031173706 (1.7098013063705642) | > loss_feat: 9.028181076049805 (8.325271430841518) | > loss_mel: 12.09854793548584 (12.885037544339331) | > loss_duration: 1.6748069524765015 (1.6589162639481878) | > amp_scaler: 256.0 (269.78748180494904) | > loss_1: 27.36485481262207 (27.344415706318017) | > grad_norm_1: tensor(478.7733, device='cuda:0') (tensor(336.1718, device='cuda:0')) | > current_lr_0: 0.0001868045906239603 | > current_lr_1: 0.0001868045906239603 | > step_time: 0.8731 (0.8651831392985075) | > loader_time: 0.0103 (0.011009973556540766)  > EVALUATION   --> STEP: 0 | > loss_disc: 2.2888286113739014 (2.2888286113739014) | > loss_disc_real_0: 0.20462219417095184 (0.20462219417095184) | > loss_disc_real_1: 0.20089726150035858 (0.20089726150035858) | > loss_disc_real_2: 0.21052855253219604 (0.21052855253219604) | > loss_disc_real_3: 0.2099762260913849 (0.2099762260913849) | > loss_disc_real_4: 0.25157594680786133 (0.25157594680786133) | > loss_disc_real_5: 0.21223381161689758 (0.21223381161689758) | > loss_0: 2.2888286113739014 (2.2888286113739014) | > loss_gen: 2.9237143993377686 (2.9237143993377686) | > loss_kl: 2.121919870376587 (2.121919870376587) | > loss_feat: 9.158154487609863 (9.158154487609863) | > loss_mel: 14.671270370483398 (14.671270370483398) | > loss_duration: 1.7435681819915771 (1.7435681819915771) | > loss_1: 30.61862564086914 (30.61862564086914)  --> STEP: 1 | > loss_disc: 2.2642366886138916 (2.2642366886138916) | > loss_disc_real_0: 0.22027406096458435 (0.22027406096458435) | > loss_disc_real_1: 0.21754494309425354 (0.21754494309425354) | > loss_disc_real_2: 0.21499620378017426 (0.21499620378017426) | > loss_disc_real_3: 0.21508631110191345 (0.21508631110191345) | > loss_disc_real_4: 0.22666893899440765 (0.22666893899440765) | > loss_disc_real_5: 0.20822739601135254 (0.20822739601135254) | > loss_0: 2.2642366886138916 (2.2642366886138916) | > loss_gen: 3.0240070819854736 (3.0240070819854736) | > loss_kl: 2.1958727836608887 (2.1958727836608887) | > loss_feat: 9.029302597045898 (9.029302597045898) | > loss_mel: 14.317136764526367 (14.317136764526367) | > loss_duration: 1.8795838356018066 (1.8795838356018066) | > loss_1: 30.445903778076172 (30.445903778076172)  --> STEP: 2 | > loss_disc: 2.306938886642456 (2.285587787628174) | > loss_disc_real_0: 0.22298379242420197 (0.22162892669439316) | > loss_disc_real_1: 0.22603744268417358 (0.22179119288921356) | > loss_disc_real_2: 0.20306585729122162 (0.20903103053569794) | > loss_disc_real_3: 0.21056517958641052 (0.212825745344162) | > loss_disc_real_4: 0.23942194879055023 (0.23304544389247894) | > loss_disc_real_5: 0.21257361769676208 (0.2104005068540573) | > loss_0: 2.306938886642456 (2.285587787628174) | > loss_gen: 2.8851723670959473 (2.9545897245407104) | > loss_kl: 2.02673077583313 (2.1113017797470093) | > loss_feat: 8.422358512878418 (8.725830554962158) | > loss_mel: 13.589781761169434 (13.9534592628479) | > loss_duration: 1.888587236404419 (1.8840855360031128) | > loss_1: 28.812631607055664 (29.629267692565918)  --> STEP: 3 | > loss_disc: 2.437349319458008 (2.336174964904785) | > loss_disc_real_0: 0.21502698957920074 (0.219428280989329) | > loss_disc_real_1: 0.25308850407600403 (0.23222362995147705) | > loss_disc_real_2: 0.21205303072929382 (0.21003836393356323) | > loss_disc_real_3: 0.21962520480155945 (0.21509223182996115) | > loss_disc_real_4: 0.25512418150901794 (0.24040502309799194) | > loss_disc_real_5: 0.23445720970630646 (0.21841940780480704) | > loss_0: 2.437349319458008 (2.336174964904785) | > loss_gen: 2.7360682487487793 (2.881749232610067) | > loss_kl: 2.1885437965393066 (2.137049118677775) | > loss_feat: 7.56871223449707 (8.340124448140463) | > loss_mel: 12.15034294128418 (13.352420488993326) | > loss_duration: 1.8307905197143555 (1.866320530573527) | > loss_1: 26.474456787109375 (28.577664057413738)  --> STEP: 4 | > loss_disc: 2.230945348739624 (2.309867560863495) | > loss_disc_real_0: 0.19978147745132446 (0.21451658010482788) | > loss_disc_real_1: 0.24457919597625732 (0.23531252145767212) | > loss_disc_real_2: 0.19193440675735474 (0.2055123746395111) | > loss_disc_real_3: 0.2055366337299347 (0.21270333230495453) | > loss_disc_real_4: 0.2087729275226593 (0.23249699920415878) | > loss_disc_real_5: 0.2419699728488922 (0.22430704906582832) | > loss_0: 2.230945348739624 (2.309867560863495) | > loss_gen: 2.9295778274536133 (2.8937063813209534) | > loss_kl: 1.8246415853500366 (2.0589472353458405) | > loss_feat: 8.585539817810059 (8.401478290557861) | > loss_mel: 14.7243013381958 (13.695390701293945) | > loss_duration: 1.7931134700775146 (1.848018765449524) | > loss_1: 29.857173919677734 (28.897541522979736) --> EVAL PERFORMANCE | > avg_loader_time: 0.3274343013763428 (-0.007346808910369873) | > avg_loss_disc: 2.309867560863495 (+0.005714893341064453) | > avg_loss_disc_real_0: 0.21451658010482788 (+0.02615289017558098) | > avg_loss_disc_real_1: 0.23531252145767212 (+0.0462963730096817) | > avg_loss_disc_real_2: 0.2055123746395111 (+0.015549104660749435) | > avg_loss_disc_real_3: 0.21270333230495453 (+0.013805195689201355) | > avg_loss_disc_real_4: 0.23249699920415878 (+0.017872042953968048) | > avg_loss_disc_real_5: 0.22430704906582832 (-0.023960396647453308) | > avg_loss_0: 2.309867560863495 (+0.005714893341064453) | > avg_loss_gen: 2.8937063813209534 (+0.24535542726516724) | > avg_loss_kl: 2.0589472353458405 (+0.0003523528575897217) | > avg_loss_feat: 8.401478290557861 (+0.7652519941329956) | > avg_loss_mel: 13.695390701293945 (+1.1043238639831543) | > avg_loss_duration: 1.848018765449524 (+0.003485649824142456) | > avg_loss_1: 28.897541522979736 (+2.1187691688537598)  > EPOCH: 547/1000 --> yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688  > TRAINING (2025-05-12 14:26:34)   --> TIME: 2025-05-12 14:26:47 -- STEP: 12/725 -- GLOBAL_STEP: 442450 | > loss_disc: 2.276106834411621 (2.2019253770510354) | > loss_disc_real_0: 0.13843001425266266 (0.14425160673757395) | > loss_disc_real_1: 0.19397680461406708 (0.18624317025144896) | > loss_disc_real_2: 0.1927574872970581 (0.18579291552305222) | > loss_disc_real_3: 0.18664772808551788 (0.20308427140116692) | > loss_disc_real_4: 0.17790587246418 (0.19217383861541748) | > loss_disc_real_5: 0.19292069971561432 (0.20756035298109055) | > loss_0: 2.276106834411621 (2.2019253770510354) | > grad_norm_0: tensor(21.1315, device='cuda:0') (tensor(19.1113, device='cuda:0')) | > loss_gen: 2.6488144397735596 (2.7574931184450784) | > loss_kl: 1.8422212600708008 (1.7229164044062297) | > loss_feat: 7.578091144561768 (8.405786434809366) | > loss_mel: 11.531765937805176 (13.369122584660849) | > loss_duration: 1.674386739730835 (1.6643469631671906) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.27528190612793 (27.919665336608887) | > grad_norm_1: tensor(388.1624, device='cuda:0') (tensor(258.0115, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8624 (0.8426338831583658) | > loader_time: 0.0094 (0.010344465573628744)  --> TIME: 2025-05-12 14:27:31 -- STEP: 62/725 -- GLOBAL_STEP: 442500 | > loss_disc: 2.355195999145508 (2.2003923904511233) | > loss_disc_real_0: 0.1511407196521759 (0.13992826796827781) | > loss_disc_real_1: 0.21453844010829926 (0.18985471970612003) | > loss_disc_real_2: 0.20776358246803284 (0.18765357473204217) | > loss_disc_real_3: 0.2079080194234848 (0.20580659470250529) | > loss_disc_real_4: 0.17431089282035828 (0.1924967458171229) | > loss_disc_real_5: 0.2323550581932068 (0.2078405176439593) | > loss_0: 2.355195999145508 (2.2003923904511233) | > grad_norm_0: tensor(31.0881, device='cuda:0') (tensor(21.1335, device='cuda:0')) | > loss_gen: 2.4968507289886475 (2.794212348999516) | > loss_kl: 1.630555272102356 (1.7143922005930254) | > loss_feat: 6.456239700317383 (8.37581357648296) | > loss_mel: 11.160970687866211 (13.082150597726145) | > loss_duration: 1.6954675912857056 (1.657422544494752) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.440082550048828 (27.62399119715537) | > grad_norm_1: tensor(244.0501, device='cuda:0') (tensor(328.2011, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8492 (0.8604478374604256) | > loader_time: 0.01 (0.010626181479423277)  --> TIME: 2025-05-12 14:28:15 -- STEP: 112/725 -- GLOBAL_STEP: 442550 | > loss_disc: 2.236011266708374 (2.2090482807585174) | > loss_disc_real_0: 0.17776846885681152 (0.13822134530970026) | > loss_disc_real_1: 0.19343525171279907 (0.19072572115276534) | > loss_disc_real_2: 0.1870974451303482 (0.1879492505852666) | > loss_disc_real_3: 0.21591505408287048 (0.20670425053685904) | > loss_disc_real_4: 0.1825699657201767 (0.19400692185653107) | > loss_disc_real_5: 0.23274676501750946 (0.20817237546933548) | > loss_0: 2.236011266708374 (2.2090482807585174) | > grad_norm_0: tensor(33.8357, device='cuda:0') (tensor(23.6937, device='cuda:0')) | > loss_gen: 2.7053475379943848 (2.7878475146634245) | > loss_kl: 1.68214750289917 (1.7320500388741493) | > loss_feat: 7.914892196655273 (8.342591758285252) | > loss_mel: 11.935464859008789 (13.027690163680486) | > loss_duration: 1.6453648805618286 (1.660211983535971) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.883216857910156 (27.55039143562317) | > grad_norm_1: tensor(454.7565, device='cuda:0') (tensor(366.5594, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8478 (0.8625451666968209) | > loader_time: 0.0112 (0.010745619024549216)  --> TIME: 2025-05-12 14:28:58 -- STEP: 162/725 -- GLOBAL_STEP: 442600 | > loss_disc: 2.053462028503418 (2.204447552009865) | > loss_disc_real_0: 0.14519251883029938 (0.13784125654233825) | > loss_disc_real_1: 0.17764508724212646 (0.1905649877440782) | > loss_disc_real_2: 0.20076343417167664 (0.1876043973513591) | > loss_disc_real_3: 0.1686556488275528 (0.20612206889523396) | > loss_disc_real_4: 0.1800471693277359 (0.1932526026610975) | > loss_disc_real_5: 0.19557900726795197 (0.20802759103201054) | > loss_0: 2.053462028503418 (2.204447552009865) | > grad_norm_0: tensor(26.2551, device='cuda:0') (tensor(23.3148, device='cuda:0')) | > loss_gen: 2.984013557434082 (2.7814358987925973) | > loss_kl: 1.6769658327102661 (1.7285434368215964) | > loss_feat: 9.393477439880371 (8.350119602533034) | > loss_mel: 14.255125045776367 (12.95019671946396) | > loss_duration: 1.6251060962677002 (1.6598177118065915) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.934688568115234 (27.470113353964724) | > grad_norm_1: tensor(538.3062, device='cuda:0') (tensor(372.1530, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8358 (0.8607746377403354) | > loader_time: 0.0112 (0.010663746315755967)  --> TIME: 2025-05-12 14:29:42 -- STEP: 212/725 -- GLOBAL_STEP: 442650 | > loss_disc: 2.1659255027770996 (2.201164436790179) | > loss_disc_real_0: 0.15821558237075806 (0.13671700754817923) | > loss_disc_real_1: 0.2010652720928192 (0.190411924191241) | > loss_disc_real_2: 0.1750813126564026 (0.1874787176976788) | > loss_disc_real_3: 0.187975212931633 (0.20533136095640792) | > loss_disc_real_4: 0.17181232571601868 (0.1930152695134001) | > loss_disc_real_5: 0.20187804102897644 (0.2088334989856999) | > loss_0: 2.1659255027770996 (2.201164436790179) | > grad_norm_0: tensor(12.9276, device='cuda:0') (tensor(22.5742, device='cuda:0')) | > loss_gen: 2.8221628665924072 (2.774391966046028) | > loss_kl: 1.5574783086776733 (1.7309922002396496) | > loss_feat: 9.07585620880127 (8.337806402512317) | > loss_mel: 13.027189254760742 (12.924894013494816) | > loss_duration: 1.65913987159729 (1.6599042134464912) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.14182472229004 (27.427988808110076) | > grad_norm_1: tensor(170.4739, device='cuda:0') (tensor(367.0781, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.849 (0.8610248003365859) | > loader_time: 0.0102 (0.010579034967242551)  --> TIME: 2025-05-12 14:30:26 -- STEP: 262/725 -- GLOBAL_STEP: 442700 | > loss_disc: 2.1228268146514893 (2.201849393262208) | > loss_disc_real_0: 0.1082729697227478 (0.13603094564253132) | > loss_disc_real_1: 0.17559786140918732 (0.19018047735208773) | > loss_disc_real_2: 0.18264055252075195 (0.18766169301198635) | > loss_disc_real_3: 0.1750079244375229 (0.20542646779586338) | > loss_disc_real_4: 0.16622446477413177 (0.19345663942908511) | > loss_disc_real_5: 0.2306668907403946 (0.20921134459608384) | > loss_0: 2.1228268146514893 (2.201849393262208) | > grad_norm_0: tensor(10.9075, device='cuda:0') (tensor(21.6545, device='cuda:0')) | > loss_gen: 2.80474591255188 (2.769735615672046) | > loss_kl: 1.7756956815719604 (1.7328840808104016) | > loss_feat: 8.789865493774414 (8.324999785605277) | > loss_mel: 13.981439590454102 (12.90457126384473) | > loss_duration: 1.6649426221847534 (1.6607024087250688) | > amp_scaler: 256.0 (256.0) | > loss_1: 29.01668930053711 (27.39289315056255) | > grad_norm_1: tensor(229.0350, device='cuda:0') (tensor(360.0475, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.9088 (0.8629151728317028) | > loader_time: 0.0098 (0.010520560140828143)  --> TIME: 2025-05-12 14:31:10 -- STEP: 312/725 -- GLOBAL_STEP: 442750 | > loss_disc: 2.2926366329193115 (2.198902229468029) | > loss_disc_real_0: 0.11078068614006042 (0.13597485270255646) | > loss_disc_real_1: 0.19540324807167053 (0.18977759668651298) | > loss_disc_real_2: 0.20187845826148987 (0.18723284319425249) | > loss_disc_real_3: 0.22815066576004028 (0.20524206781425527) | > loss_disc_real_4: 0.2313544750213623 (0.19304995687726217) | > loss_disc_real_5: 0.20136359333992004 (0.20930889979577982) | > loss_0: 2.2926366329193115 (2.198902229468029) | > grad_norm_0: tensor(10.4745, device='cuda:0') (tensor(21.0979, device='cuda:0')) | > loss_gen: 2.607671022415161 (2.7698743343353263) | > loss_kl: 1.8914042711257935 (1.7320118187329707) | > loss_feat: 7.734679698944092 (8.334594009778437) | > loss_mel: 11.92696762084961 (12.911435943383436) | > loss_duration: 1.6445114612579346 (1.6594819182004683) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.805234909057617 (27.40739804047804) | > grad_norm_1: tensor(264.9541, device='cuda:0') (tensor(351.2809, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8568 (0.863650613106214) | > loader_time: 0.0102 (0.010469268529843062)  --> TIME: 2025-05-12 14:31:55 -- STEP: 362/725 -- GLOBAL_STEP: 442800 | > loss_disc: 2.2309441566467285 (2.200760428418113) | > loss_disc_real_0: 0.11475824564695358 (0.13632902116077378) | > loss_disc_real_1: 0.18180805444717407 (0.18980498813627833) | > loss_disc_real_2: 0.19774660468101501 (0.18783621951032087) | > loss_disc_real_3: 0.19886930286884308 (0.2050714608055451) | > loss_disc_real_4: 0.2272990494966507 (0.1928114083425775) | > loss_disc_real_5: 0.19877351820468903 (0.2093644613883772) | > loss_0: 2.2309441566467285 (2.200760428418113) | > grad_norm_0: tensor(21.7570, device='cuda:0') (tensor(21.6399, device='cuda:0')) | > loss_gen: 2.9492011070251465 (2.7725351969840135) | > loss_kl: 1.6038011312484741 (1.7252223903302988) | > loss_feat: 8.023181915283203 (8.330798978963612) | > loss_mel: 12.229928016662598 (12.907106810511808) | > loss_duration: 1.6034568548202515 (1.6582922049648854) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.409568786621094 (27.393955615343963) | > grad_norm_1: tensor(503.8716, device='cuda:0') (tensor(356.5344, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8798 (0.8646080954957404) | > loader_time: 0.0102 (0.010469146196354815)  --> TIME: 2025-05-12 14:32:39 -- STEP: 412/725 -- GLOBAL_STEP: 442850 | > loss_disc: 2.3112103939056396 (2.201854614956864) | > loss_disc_real_0: 0.1852065622806549 (0.13624000952588117) | > loss_disc_real_1: 0.21451635658740997 (0.1901779910097423) | > loss_disc_real_2: 0.2231292575597763 (0.18835630625920396) | > loss_disc_real_3: 0.22387531399726868 (0.20510819181799883) | > loss_disc_real_4: 0.2303684502840042 (0.1934859950493262) | > loss_disc_real_5: 0.23935922980308533 (0.2090017695016074) | > loss_0: 2.3112103939056396 (2.201854614956864) | > grad_norm_0: tensor(37.5647, device='cuda:0') (tensor(22.1613, device='cuda:0')) | > loss_gen: 2.6845507621765137 (2.775642754962145) | > loss_kl: 1.7986019849777222 (1.7232641817875278) | > loss_feat: 7.5388264656066895 (8.320090101760572) | > loss_mel: 11.49716854095459 (12.907019196204772) | > loss_duration: 1.6687350273132324 (1.6585273245005931) | > amp_scaler: 256.0 (256.0) | > loss_1: 25.187883377075195 (27.38454357628683) | > grad_norm_1: tensor(535.7595, device='cuda:0') (tensor(364.3351, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8664 (0.8653895866523669) | > loader_time: 0.0101 (0.010482839588980067)  --> TIME: 2025-05-12 14:33:23 -- STEP: 462/725 -- GLOBAL_STEP: 442900 | > loss_disc: 2.2253620624542236 (2.20171257118126) | > loss_disc_real_0: 0.14022015035152435 (0.1357100634831628) | > loss_disc_real_1: 0.1758066713809967 (0.19019604090488318) | > loss_disc_real_2: 0.18644626438617706 (0.18820067585417724) | > loss_disc_real_3: 0.2222929745912552 (0.20520920458036063) | > loss_disc_real_4: 0.17703860998153687 (0.1935229688818321) | > loss_disc_real_5: 0.21776153147220612 (0.20921296381202095) | > loss_0: 2.2253620624542236 (2.20171257118126) | > grad_norm_0: tensor(13.5032, device='cuda:0') (tensor(22.2076, device='cuda:0')) | > loss_gen: 2.7708628177642822 (2.772361508179538) | > loss_kl: 1.734398365020752 (1.7232311994998486) | > loss_feat: 7.965673446655273 (8.322338760673231) | > loss_mel: 11.873222351074219 (12.890260089527478) | > loss_duration: 1.6799781322479248 (1.65851483123127) | > amp_scaler: 256.0 (256.0) | > loss_1: 26.024133682250977 (27.36670641052774) | > grad_norm_1: tensor(210.3783, device='cuda:0') (tensor(363.8554, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8201 (0.8652701759751225) | > loader_time: 0.0101 (0.01043795455585826)  --> TIME: 2025-05-12 14:34:07 -- STEP: 512/725 -- GLOBAL_STEP: 442950 | > loss_disc: 2.2152047157287598 (2.2001942989882073) | > loss_disc_real_0: 0.12389875948429108 (0.1355475209420547) | > loss_disc_real_1: 0.1986897885799408 (0.18999646767042577) | > loss_disc_real_2: 0.19626832008361816 (0.1881041167362128) | > loss_disc_real_3: 0.1992136687040329 (0.20500962005462492) | > loss_disc_real_4: 0.1635013222694397 (0.1933650171849877) | > loss_disc_real_5: 0.16882744431495667 (0.2091732163389679) | > loss_0: 2.2152047157287598 (2.2001942989882073) | > grad_norm_0: tensor(23.2093, device='cuda:0') (tensor(21.7920, device='cuda:0')) | > loss_gen: 2.853724479675293 (2.7731206775642945) | > loss_kl: 1.7141501903533936 (1.7203440906014293) | > loss_feat: 8.626811981201172 (8.336737767793243) | > loss_mel: 13.636419296264648 (12.918479086831214) | > loss_duration: 1.626448631286621 (1.6593009075149894) | > amp_scaler: 256.0 (256.0) | > loss_1: 28.457557678222656 (27.407982550561425) | > grad_norm_1: tensor(97.3505, device='cuda:0') (tensor(351.7268, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.8644 (0.8651288561522961) | > loader_time: 0.0109 (0.01043871976435184)  --> TIME: 2025-05-12 14:34:51 -- STEP: 562/725 -- GLOBAL_STEP: 443000 | > loss_disc: 2.242465019226074 (2.1995363403045407) | > loss_disc_real_0: 0.1309874802827835 (0.1355700855444971) | > loss_disc_real_1: 0.18486393988132477 (0.18998741249809067) | > loss_disc_real_2: 0.1956443041563034 (0.18808112571884306) | > loss_disc_real_3: 0.20083388686180115 (0.20498988872851337) | > loss_disc_real_4: 0.1788257658481598 (0.19322557667820478) | > loss_disc_real_5: 0.1801481992006302 (0.20903410736033923) | > loss_0: 2.242465019226074 (2.1995363403045407) | > grad_norm_0: tensor(10.4758, device='cuda:0') (tensor(21.4861, device='cuda:0')) | > loss_gen: 2.6862618923187256 (2.771087987991416) | > loss_kl: 1.768709421157837 (1.7206104011722305) | > loss_feat: 7.11470890045166 (8.330422328460267) | > loss_mel: 10.55428695678711 (12.91937233120521) | > loss_duration: 1.6397604942321777 (1.6592434835603658) | > amp_scaler: 256.0 (256.0) | > loss_1: 23.763729095458984 (27.4007365576313) | > grad_norm_1: tensor(103.7487, device='cuda:0') (tensor(341.4530, device='cuda:0')) | > current_lr_0: 0.0001867812400501323 | > current_lr_1: 0.0001867812400501323 | > step_time: 0.9147 (0.8648225073288345) | > loader_time: 0.01 (0.010441326585952915) > CHECKPOINT : yourtts_hausa/YourTTS-Hausa-May-08-2025_01+20PM-442c688/checkpoint_443000.pth